From 7bb509726f1a12e88c8af9dfa402b46c186f9afd Mon Sep 17 00:00:00 2001 From: Adrian Curtin <48138055+AdrianCurtin@users.noreply.github.com> Date: Fri, 23 Jan 2026 19:05:40 -0500 Subject: [PATCH 01/71] Refactor plotting helpers and add modular utilities Refactored +pf2/+data/+plot/oxy.m, raw.m, and roi.m to use new helper functions for probe info loading, marker processing, baseline correction, and optode positioning. Added new utility functions in +pf2_base for modular handling of probe info (plot/loadProbeInfo), marker processing (plot/processMarkers), baseline correction (plot/processBaseline), optode subplot positioning (plot/getOptodePosition), and GUI helpers (gui/filterOptodeTable, gui/getTimeIndices, gui/getWavelengthColors). Added pf2.data.crop for simple time window extraction. Improved error handling and reduced code duplication across plotting and import functions. Minor bugfixes in importSNIRF and processStageFilterHb. Added processStageOD2Hb for Beer-Lambert conversion. Updated tests and documentation accordingly. --- +pf2/+data/+plot/Contents.m | 20 + +pf2/+data/+plot/oxy.m | 181 ++------ +pf2/+data/+plot/raw.m | 149 ++----- +pf2/+data/+plot/roi.m | 135 +----- +pf2/+data/Contents.m | 42 ++ +pf2/+data/crop.m | 33 ++ +pf2/+export/Contents.m | 21 + +pf2/+export/export.m | 89 ++++ +pf2/+gui/+functions/Contents.m | 15 + +pf2/+gui/Contents.m | 24 + +pf2/+import/+sampleData/Contents.m | 20 + +pf2/+import/Contents.m | 32 ++ +pf2/+import/import.m | 113 +++++ +pf2/+import/importSNIRF.m | 21 +- +pf2/+methods/+oxy/Contents.m | 40 ++ +pf2/+methods/+raw/Contents.m | 38 ++ +pf2/+methods/Contents.m | 42 ++ +pf2/+probe/+plot/Contents.m | 27 ++ +pf2/+probe/+plot/arrangedValues.m | 33 +- +pf2/+probe/+plot/imageValues.m | 50 +-- +pf2/+probe/+roi/Contents.m | 11 + +pf2/+probe/Contents.m | 34 ++ +pf2/+probe/plot.m | 133 +++++- +pf2/+process/Contents.m | 24 + +pf2/+settings/+baseline/Contents.m | 20 + +pf2/+settings/+dpf/Contents.m | 27 ++ +pf2/+settings/Contents.m | 41 ++ +pf2/+settings/settings.m | 183 ++++++++ +pf2/Contents.m | 33 ++ +pf2_base/+fnirs/processStageFilterHb.m | 14 +- +pf2_base/+fnirs/processStageOD2Hb.m | 91 ++++ +pf2_base/+gui/filterOptodeTable.m | 128 ++++++ +pf2_base/+gui/getTimeIndices.m | 57 +++ +pf2_base/+gui/getWavelengthColors.m | 55 +++ +pf2_base/+plot/getOptodePosition.m | 65 +++ +pf2_base/+plot/loadProbeInfo.m | 93 ++++ +pf2_base/+plot/processBaseline.m | 109 +++++ +pf2_base/+plot/processMarkers.m | 112 +++++ .../ProcessingContextIntegrationTest.m | 295 +++++++++++++ +pf2_base/+tests/+unit/GUIHelpersTest.m | 110 +++++ +pf2_base/+tests/+unit/PlotHelpersTest.m | 171 ++++++++ .../+tests/+unit/ProcessStageOD2HbTest.m | 262 +++++++++++ .../+tests/+unit/ProcessingContextTest.m | 414 ++++++++++++++++++ +pf2_base/GUIContext.m | 246 +++++++++++ +pf2_base/ProcessingContext.m | 372 ++++++++++++++++ CHANGELOG.md | 17 +- GUI/processFNIRS2_GUI.m | 237 ++++------ README.md | 27 ++ processFNIRS2.m | 182 ++++---- 49 files changed, 3979 insertions(+), 709 deletions(-) create mode 100644 +pf2/+data/+plot/Contents.m create mode 100644 +pf2/+data/Contents.m create mode 100644 +pf2/+data/crop.m create mode 100644 +pf2/+export/Contents.m create mode 100644 +pf2/+export/export.m create mode 100644 +pf2/+gui/+functions/Contents.m create mode 100644 +pf2/+gui/Contents.m create mode 100644 +pf2/+import/+sampleData/Contents.m create mode 100644 +pf2/+import/Contents.m create mode 100644 +pf2/+import/import.m create mode 100644 +pf2/+methods/+oxy/Contents.m create mode 100644 +pf2/+methods/+raw/Contents.m create mode 100644 +pf2/+methods/Contents.m create mode 100644 +pf2/+probe/+plot/Contents.m create mode 100644 +pf2/+probe/+roi/Contents.m create mode 100644 +pf2/+probe/Contents.m create mode 100644 +pf2/+process/Contents.m create mode 100644 +pf2/+settings/+baseline/Contents.m create mode 100644 +pf2/+settings/+dpf/Contents.m create mode 100644 +pf2/+settings/Contents.m create mode 100644 +pf2/+settings/settings.m create mode 100644 +pf2/Contents.m create mode 100644 +pf2_base/+fnirs/processStageOD2Hb.m create mode 100644 +pf2_base/+gui/filterOptodeTable.m create mode 100644 +pf2_base/+gui/getTimeIndices.m create mode 100644 +pf2_base/+gui/getWavelengthColors.m create mode 100644 +pf2_base/+plot/getOptodePosition.m create mode 100644 +pf2_base/+plot/loadProbeInfo.m create mode 100644 +pf2_base/+plot/processBaseline.m create mode 100644 +pf2_base/+plot/processMarkers.m create mode 100644 +pf2_base/+tests/+integration/ProcessingContextIntegrationTest.m create mode 100644 +pf2_base/+tests/+unit/GUIHelpersTest.m create mode 100644 +pf2_base/+tests/+unit/PlotHelpersTest.m create mode 100644 +pf2_base/+tests/+unit/ProcessStageOD2HbTest.m create mode 100644 +pf2_base/+tests/+unit/ProcessingContextTest.m create mode 100644 +pf2_base/GUIContext.m create mode 100644 +pf2_base/ProcessingContext.m diff --git a/+pf2/+data/+plot/Contents.m b/+pf2/+data/+plot/Contents.m new file mode 100644 index 00000000..45dcfac4 --- /dev/null +++ b/+pf2/+data/+plot/Contents.m @@ -0,0 +1,20 @@ +% pf2.data.plot - Time series visualization functions +% processFNIRS2 v0.8 +% +% Plot Types: +% oxy - Plot hemoglobin concentration data (HbO, HbR, HbTotal, HbDiff) +% raw - Plot raw light intensity data +% roi - Plot ROI-averaged hemoglobin data +% auxData - Plot auxiliary temporal data (accelerometer, etc.) +% +% Example: +% % Plot HbO and HbR +% pf2.data.plot.oxy(processed); +% +% % Plot specific channels with markers +% pf2.data.plot.oxy(processed, [1 2 3], true, {'HbO', 'HbR'}); +% +% % Plot raw data +% pf2.data.plot.raw(data, [], true); +% +% See also: pf2.data, pf2.probe.plot diff --git a/+pf2/+data/+plot/oxy.m b/+pf2/+data/+plot/oxy.m index f4dfb468..4f2b282e 100644 --- a/+pf2/+data/+plot/oxy.m +++ b/+pf2/+data/+plot/oxy.m @@ -95,7 +95,7 @@ if(~iscell(bioMlist)) if(any(~ischar(bioMlist))) - error('Must specify biomarkers'); + error('Must specify biomarkers'); end if(strcmpi(bioMlist,'all')) bioMlist={'HbO','HbR','HbDiff','HbTotal','CBSI'}; @@ -111,48 +111,13 @@ if(length(channels)>1&&any(logical(channels))&&any(~isnumeric(channels))) if(any(~channels)) - plotArranged=true; + plotArranged=true; end - channels=find(channels); + channels=find(channels); end - -if(isfield(fNIR,'probeinfo')) - probeInfo=fNIR.probeinfo; -else - - if(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); - else - cfgFilePath=''; - end - - - if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) - error('No valid devices selected'); - end - - elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,plotArranged); - end -end - -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +probeInfo = pf2_base.plot.loadProbeInfo(fNIR, plotArranged); if(isempty(channels)) @@ -200,70 +165,18 @@ return; end -if(~isfield(fNIR,'markers')||isempty(fNIR.markers)) - showMarkers=false; -end - -if(ischar(showMarkers)&&strcmpi(showMarkers,'all')) - showMarkers=true; -end - -if(islogical(showMarkers)) - if(~showMarkers) - showMarkers=[]; - else - [showMarkers,~,showMarkersIdx]=unique(fNIR.markers(:,2)); - end -elseif(isnumeric(showMarkers)) - [uMarkers,~,showMarkersIdxTemp]=unique(fNIR.markers(:,2)); - showMarkersIdx=nan(size(showMarkersIdxTemp)); - showMarkersUidx=find(ismember(uMarkers,showMarkers)); - for i=1:length(showMarkersUidx) - showMarkersIdx(showMarkersIdxTemp==(showMarkersUidx(i)))=i; - end - showMarkers=uMarkers(showMarkersUidx); -end - -if(isfield(fNIR,'markers')&&~isempty(showMarkers)) - curMarkers=fNIR.markers; - if(~isnumeric(curMarkers)&&isfield(curMarkers,'data')) - curMarkers=curMarkers.data; - end -end +% Process markers using helper +numch2plot = length(channels); +tooManyMarkers = 1500 / numch2plot; +[showMarkers, showMarkersIdx, curMarkers, numMarkers] = ... + pf2_base.plot.processMarkers(fNIR, showMarkers, tooManyMarkers); -if(islogical(baseline)&&baseline&&any(~isnumeric(baseline))) - baseline=10; - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline>0&&baseline<(tmax-tmin)) - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline<0&&baseline>(tmin-tmax)) %from end - if(baseline(1)<0) - baseline(1)=tmax-tmin+baseline(1); - baseline(2)=tmax-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(any(isnumeric(baseline))&&length(baseline)==2) %from end - if(baseline(1)<0) - baseline(1)=tmax+baseline(1)-tmin; - end - if(baseline(2)<0) - baseline(2)=tmax+baseline(2)-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(isstruct(baseline)&&isfield(baseline,'time')&&isfield(baseline,bioMlist{1})) - fNIR=pf2.data.split(fNIR,tmin,tmax,'blfNIR',baseline); - baseline=[]; -else - baseline=[]; -end +% Apply baseline correction using helper +[fNIR, baseline] = pf2_base.plot.processBaseline(fNIR, baseline, bioMlist); @@ -296,61 +209,35 @@ h=cell(0); -numch2plot=length(channels); -tooManyLabels=200/numch2plot; - -tooManyMarkers=1500/numch2plot; - -if(~isempty(showMarkers)) - plotTonsOfMarkers=[]; - numMarkers=zeros(1,length(showMarkers)); - for i=1:length(showMarkers) - numMarkers(i)=sum(showMarkersIdx==i); - if(numMarkers(i)>tooManyMarkers&&isempty(plotTonsOfMarkers)) - fprintf(2,'Warning: ~ %.0f markers for marker %i\n',tooManyMarkers,i); - user_entry = input(sprintf('Enable TonsOfMarkers Mode?\n(Can be VERY slow)\ny/n: '), 's'); - user_entry=lower(user_entry); - switch user_entry - case '1' - plotTonsOfMarkers=true; - case '0' - plotTonsOfMarkers=false; - case 'y' - plotTonsOfMarkers=true; - case 'n' - plotTonsOfMarkers=false; - case 'yes' - plotTonsOfMarkers=true; - case 'no' - plotTonsOfMarkers=false; - end - end - end - if(isempty(plotTonsOfMarkers)) - plotTonsOfMarkers=false; - end +tooManyLabels = 200 / numch2plot; + +% Handle too many markers prompt (numMarkers already computed by helper) +plotTonsOfMarkers = false; +if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); end -printOnce=false; % flag for multiple printing -flagOnce=false; +printOnce = false; +flagOnce = false; -if(isfield(probeInfo,'OptPos')) - optLayout=probeInfo.OptPos.subplot_layout_ss; +if isfield(probeInfo, 'OptPos') + optLayout = probeInfo.OptPos.subplot_layout_ss; else - plotArranged=false; + plotArranged = false; end -for(optIdx=1:length(channels)) - optNum=channels(optIdx); - if(plotArranged) - optPos=optLayout{optNum}; - optPos([2])=1-optPos([2])-optPos([4]); %flips y vertical axis - optPos([3,4])=optPos([3,4]).*[0.65,0.7]; - optPos([1,2])=optPos([1,2])+[0.03,0.075]; - h{optIdx}= axes('Position',optPos,'Box','on'); - +for optIdx = 1:length(channels) + optNum = channels(optIdx); + if plotArranged + % Use helper for position calculation + optPos = pf2_base.plot.getOptodePosition(optLayout, optNum, [0.65, 0.7], [0.03, 0.075]); + if isempty(optPos) + continue; + end + h{optIdx} = axes('Position', optPos, 'Box', 'on'); else - subplot(length(channels),1,optIdx); + subplot(length(channels), 1, optIdx); end gh=gcf(); diff --git a/+pf2/+data/+plot/raw.m b/+pf2/+data/+plot/raw.m index f27578cc..66d40dfd 100644 --- a/+pf2/+data/+plot/raw.m +++ b/+pf2/+data/+plot/raw.m @@ -127,42 +127,8 @@ -if(isfield(fNIR,'probeinfo')) - probeInfo=fNIR.probeinfo; -else - -if(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); -else - cfgFilePath=''; -end - - -if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) - error('No valid devices selected'); - end - -elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,plotArranged); -end - -end -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +[probeInfo, deviceInfo] = pf2_base.plot.loadProbeInfo(fNIR, plotArranged); @@ -245,36 +211,11 @@ return; end -if(~isfield(fNIR,'markers')||isempty(fNIR.markers)) - showMarkers=false; -end - -if(ischar(showMarkers)&&strcmpi(showMarkers,'all')) - showMarkers=true; -end - -if(islogical(showMarkers)) - if(~showMarkers) - showMarkers=[]; - else - [showMarkers,~,showMarkersIdx]=unique(fNIR.markers(:,2)); - end -elseif(isnumeric(showMarkers)) - [uMarkers,~,showMarkersIdxTemp]=unique(fNIR.markers(:,2)); - showMarkersIdx=nan(size(showMarkersIdxTemp)); - showMarkersUidx=find(ismember(uMarkers,showMarkers)); - for i=1:length(showMarkersUidx) - showMarkersIdx(showMarkersIdxTemp==(showMarkersUidx(i)))=i; - end - showMarkers=uMarkers(showMarkersUidx); -end - -if(isfield(fNIR,'markers')&&~isempty(showMarkers)) - curMarkers=fNIR.markers; - if(~isnumeric(curMarkers)&&isfield(curMarkers,'data')) - curMarkers=curMarkers.data; - end -end +% Process markers using helper +numch2plot = length(channels); +tooManyMarkers = 1500 / numch2plot; +[showMarkers, showMarkersIdx, curMarkers, numMarkers] = ... + pf2_base.plot.processMarkers(fNIR, showMarkers, tooManyMarkers); @@ -285,68 +226,36 @@ end -numch2plot=length(channels); -tooManyLabels=200/numch2plot; - -tooManyMarkers=1500/numch2plot; - -if(~isempty(showMarkers)) - plotTonsOfMarkers=[]; - numMarkers=zeros(1,length(showMarkers)); - for i=1:length(showMarkers) - numMarkers(i)=sum(showMarkersIdx==i); - if(numMarkers(i)>tooManyMarkers&&isempty(plotTonsOfMarkers)) - fprintf(2,'Warning: ~ %.0f markers for marker %i\n',tooManyMarkers,i); - user_entry = input(sprintf('Enable TonsOfMarkers Mode?\n(Can be VERY slow)\ny/n: '), 's'); - user_entry=lower(user_entry); - switch user_entry - case '1' - plotTonsOfMarkers=true; - case '0' - plotTonsOfMarkers=false; - case 'y' - plotTonsOfMarkers=true; - case 'n' - plotTonsOfMarkers=false; - case 'yes' - plotTonsOfMarkers=true; - case 'no' - plotTonsOfMarkers=false; - end - end - end - if(isempty(plotTonsOfMarkers)) - plotTonsOfMarkers=false; - end +tooManyLabels = 200 / numch2plot; + +% Handle too many markers prompt (numMarkers already computed by helper) +plotTonsOfMarkers = false; +if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); end -printOnce=false; % flag for multiple printing -flagOnce=false; +printOnce = false; +flagOnce = false; -if(isfield(probeInfo,'OptPos')) - optLayout=probeInfo.OptPos.subplot_layout_ss; -elseif(isfield(probeInfo,'OptPos')) - optLayout=probeInfo.OptPos.OptPos.subplot_layout; +if isfield(probeInfo, 'OptPos') + optLayout = probeInfo.OptPos.subplot_layout_ss; else - plotArranged=false; + plotArranged = false; end -h=cell(0); -for(optIdx=1:length(channels)) - optNum=channels(optIdx); - if(plotArranged) - if optNum > numel(optLayout) - continue - else - optPos=optLayout{optNum}; - optPos([2])=1-optPos([2])-optPos([4]); %flips y vertical axis - optPos([3,4])=optPos([3,4]).*[0.65,0.9]; - optPos([1,2])=optPos([1,2])+0.03; - h{optIdx}= axes('Position',optPos,'Box','on'); +h = cell(0); +for optIdx = 1:length(channels) + optNum = channels(optIdx); + if plotArranged + % Use helper for position calculation + optPos = pf2_base.plot.getOptodePosition(optLayout, optNum, [0.65, 0.9], [0.03, 0]); + if isempty(optPos) + continue; end - + h{optIdx} = axes('Position', optPos, 'Box', 'on'); else - h{optIdx}=subplot(length(channels),1,optIdx); + h{optIdx} = subplot(length(channels), 1, optIdx); end gh=gcf(); diff --git a/+pf2/+data/+plot/roi.m b/+pf2/+data/+plot/roi.m index 4a9201c2..a6e78a95 100644 --- a/+pf2/+data/+plot/roi.m +++ b/+pf2/+data/+plot/roi.m @@ -142,37 +142,8 @@ -if(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); -else - cfgFilePath=''; -end - - -if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) - error('No valid devices selected'); - end - -elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,false); -end - -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +probeInfo = pf2_base.plot.loadProbeInfo(fNIR, false); if(isempty(rois2plot)) @@ -222,100 +193,22 @@ return; end -if(~isfield(fNIR,'markers')||isempty(fNIR.markers)) - showMarkers=false; -end - -if(ischar(showMarkers)&&strcmpi(showMarkers,'all')) - showMarkers=true; -end - -if(islogical(showMarkers)) - if(~showMarkers) - showMarkers=[]; - else - [showMarkers,~,showMarkersIdx]=unique(fNIR.markers(:,2)); - end -elseif(isnumeric(showMarkers)) - [uMarkers,~,showMarkersIdxTemp]=unique(fNIR.markers(:,2)); - showMarkersIdx=nan(size(showMarkersIdxTemp)); - showMarkersUidx=find(ismember(uMarkers,showMarkers)); - for i=1:length(showMarkersUidx) - showMarkersIdx(showMarkersIdxTemp==(showMarkersUidx(i)))=i; - end - showMarkers=uMarkers(showMarkersUidx); -end +% Process markers using helper +tooManyMarkers = 100; +tooManyLabels = 10; +[showMarkers, showMarkersIdx, curMarkers, numMarkers] = ... + pf2_base.plot.processMarkers(fNIR, showMarkers, tooManyMarkers); -if(isfield(fNIR,'markers')&&~isempty(showMarkers)) - curMarkers=fNIR.markers; - if(~isnumeric(curMarkers)&&isfield(curMarkers,'data')) - curMarkers=curMarkers.data; - end +% Handle too many markers prompt +plotTonsOfMarkers = false; +if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); end -tooManyMarkers=100; -tooManyLabels=10; -if(~isempty(showMarkers)) - plotTonsOfMarkers=[]; - numMarkers=zeros(1,length(showMarkers)); - for i=1:length(showMarkers) - numMarkers(i)=sum(showMarkersIdx==i); - if(numMarkers(i)>tooManyMarkers&&isempty(plotTonsOfMarkers)) - fprintf(2,'Warning: Over %i markers for marker %i\n',tooManyMarkers,i); - user_entry = input(sprintf('Enable TonsOfMarkers Mode?\n(Can be VERY slow)\ny/n: '), 's'); - user_entry=lower(user_entry); - switch user_entry - case '1' - plotTonsOfMarkers=true; - case '0' - plotTonsOfMarkers=false; - case 'y' - plotTonsOfMarkers=true; - case 'n' - plotTonsOfMarkers=false; - case 'yes' - plotTonsOfMarkers=true; - case 'no' - plotTonsOfMarkers=false; - end - end - end - if(isempty(plotTonsOfMarkers)) - plotTonsOfMarkers=false; - end -end - - -if(islogical(baseline)&&baseline&&any(~isnumeric(baseline))) - baseline=10; - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline>0&&baseline<(tmax-tmin)) - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline<0&&baseline>(tmin-tmax)) %from end - if(baseline(1)<0) - baseline(1)=tmax-tmin+baseline(1); - baseline(2)=tmax-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(any(isnumeric(baseline))&&length(baseline)==2) %from end - if(baseline(1)<0) - baseline(1)=tmax+baseline(1)-tmin; - end - if(baseline(2)<0) - baseline(2)=tmax+baseline(2)-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(isstruct(baseline)&&isfield(baseline,'time')&&isfield(baseline,bioMlist{1})) - fNIR=pf2.data.split(fNIR,tmin,tmax,'blfNIR',baseline); - baseline=[]; -else - baseline=[]; -end +% Apply baseline correction using helper +[fNIR, baseline] = pf2_base.plot.processBaseline(fNIR, baseline, bioMlist); t=fNIR.time; diff --git a/+pf2/+data/Contents.m b/+pf2/+data/Contents.m new file mode 100644 index 00000000..a52e7a13 --- /dev/null +++ b/+pf2/+data/Contents.m @@ -0,0 +1,42 @@ +% pf2.data - Data manipulation and visualization +% processFNIRS2 v0.8 +% +% Plotting (auto-detect): +% plot - Auto-select plot type based on data (oxy or raw) +% +% Subpackages: +% +plot - Specific plot types (oxy, raw, roi, auxData) +% +% Time/Channel Operations: +% setT0 - Shift time reference point +% applyChannelMask - Apply channel mask (mark bad channels as NaN) +% resample - Resample data or average over time windows +% split - Split data by timepoints +% getMarkers - Extract event markers (supports regex patterns) +% +% Concatenation: +% concatenate - Join fNIRS segments vertically (time) +% concatenateHorizontal - Join fNIRS segments horizontally (channels) +% +% GUI Tools: +% editChannelMaskGUI - Interactive channel mask editor +% +% Plot Subpackage (pf2.data.plot.*): +% oxy - Plot hemoglobin data (HbO, HbR, etc.) +% raw - Plot raw intensity data +% roi - Plot ROI-averaged data +% auxData - Plot auxiliary temporal data +% +% Example: +% % Auto-detect plot type +% pf2.data.plot(processed); +% +% % Plot specific biomarker +% pf2.data.plot.oxy(processed, [], true, {'HbO', 'HbR'}); +% +% % Data manipulation +% shifted = pf2.data.setT0(data, 'T0', 5); +% markers = pf2.data.getMarkers(data, 'pattern', 'stim.*'); +% resampled = pf2.data.resample(data, 'rate', 2); +% +% See also: pf2.probe.plot, processFNIRS2 diff --git a/+pf2/+data/crop.m b/+pf2/+data/crop.m new file mode 100644 index 00000000..25bfcb65 --- /dev/null +++ b/+pf2/+data/crop.m @@ -0,0 +1,33 @@ +function outfNIR = crop(fNIR, startTime, endTime) +% CROP Extract time segment from fNIRS data (no baseline correction) +% +% Simple wrapper around pf2.data.split for extracting a time window +% without baseline correction. For baseline correction, use split directly. +% +% Syntax: +% cropped = pf2.data.crop(fNIR, startTime, endTime) +% cropped = pf2.data.crop(fNIR, startTime) % to end +% +% Inputs: +% fNIR - fNIRS data structure +% startTime - Start time in seconds (absolute) +% endTime - End time in seconds (optional, defaults to end of data) +% +% Outputs: +% outfNIR - Cropped fNIRS structure with all fields truncated +% +% Example: +% % Extract t=10 to t=60 +% segment = pf2.data.crop(data, 10, 60); +% +% % Extract from t=100 to end +% segment = pf2.data.crop(data, 100); +% +% See also: pf2.data.split, pf2.data.resample + +if nargin < 3 + endTime = nan; % split defaults to max(time) +end + +outfNIR = pf2.data.split(fNIR, startTime, endTime); +end diff --git a/+pf2/+export/Contents.m b/+pf2/+export/Contents.m new file mode 100644 index 00000000..471ce2a9 --- /dev/null +++ b/+pf2/+export/Contents.m @@ -0,0 +1,21 @@ +% pf2.export - Export functions for saving fNIRS data +% processFNIRS2 v0.8 +% +% Auto-detect Export: +% export - Auto-detect format from file extension (or save dialog) +% +% Format-Specific Export: +% asSNIRF - Export to SNIRF format (.snirf) - recommended +% asNIR - Export to fNIR Devices/Biopac format (.nir) +% +% Example: +% % Auto-detect format from extension +% pf2.export(data, 'output.snirf'); +% +% % Interactive save dialog +% pf2.export(data); +% +% % Specific format +% pf2.export.asSNIRF(data, 'output.snirf'); +% +% See also: pf2.import, processFNIRS2 diff --git a/+pf2/+export/export.m b/+pf2/+export/export.m new file mode 100644 index 00000000..762218f9 --- /dev/null +++ b/+pf2/+export/export.m @@ -0,0 +1,89 @@ +function export(data, filepath) +% EXPORT Auto-detect format and export fNIRS data to file +% +% Automatically detects the output format from the file extension and calls +% the appropriate exporter. If no filepath is provided, opens a save dialog +% for interactive selection. +% +% Syntax: +% pf2.export.export(data, filepath) +% pf2.export.export(data) +% pf2.export(data, filepath) % Package-level call +% pf2.export(data) % Interactive save dialog +% +% Inputs: +% data - fNIRS data structure (processed or raw) +% filepath - (optional) Output file path. Supported formats: +% .nir - fNIR Devices/Biopac format +% .snirf - SNIRF standardized format (recommended) +% If omitted, opens save dialog for selection. +% +% Example: +% % Process and export with auto-detected format +% data = pf2.import('subject01.nir'); +% processed = processFNIRS2(data); +% pf2.export(processed, 'subject01_processed.snirf'); +% +% % Interactive save dialog +% pf2.export(processed); +% +% % Explicit format (bypasses auto-detect) +% pf2.export.asSNIRF(processed, 'output.snirf'); +% +% See also: pf2.export.asSNIRF, pf2.export.asNIR, pf2.import + +if nargin < 1 + error('pf2:export:NoData', 'No data provided. Usage: pf2.export(data) or pf2.export(data, filepath)'); +end + +if nargin < 2 || isempty(filepath) + % No filepath provided: open save dialog + [file, path] = uiputfile({... + '*.snirf', 'SNIRF Format (*.snirf)'; ... + '*.nir', 'fNIR Devices/Biopac (*.nir)'; ... + '*.*', 'All Files (*.*)'}, ... + 'Save fNIRS Data As'); + + if isequal(file, 0) + % User cancelled + fprintf('Export cancelled.\n'); + return; + end + + filepath = fullfile(path, file); +end + +% Get file extension +[~, ~, ext] = fileparts(filepath); +ext = lower(ext); + +% Route to appropriate exporter based on extension +switch ext + case '.snirf' + pf2.export.asSNIRF(data, filepath); + + case '.nir' + pf2.export.asNIR(data, filepath); + + otherwise + error('pf2:export:UnknownFormat', ... + 'Unknown output format: %s\nSupported formats: .snirf (recommended), .nir', ext); +end + +% Display confirmation +fprintf('Exported: %s\n', filepath); +fprintf(' Format: %s\n', getFormatName(ext)); + +end + +function name = getFormatName(ext) +% Return human-readable format name +switch lower(ext) + case '.snirf' + name = 'SNIRF'; + case '.nir' + name = 'fNIR Devices/Biopac'; + otherwise + name = 'Unknown'; +end +end diff --git a/+pf2/+gui/+functions/Contents.m b/+pf2/+gui/+functions/Contents.m new file mode 100644 index 00000000..9d7266c4 --- /dev/null +++ b/+pf2/+gui/+functions/Contents.m @@ -0,0 +1,15 @@ +% pf2.gui.functions - Processing function library management +% processFNIRS2 v0.8 +% +% Function Library: +% add - Add new processing function to library +% edit - Edit existing processing function +% +% Example: +% % Add a new function +% pf2.gui.functions.add(); +% +% % Edit existing function +% pf2.gui.functions.edit(); +% +% See also: pf2.gui, pf2.methods diff --git a/+pf2/+gui/Contents.m b/+pf2/+gui/Contents.m new file mode 100644 index 00000000..19cf977c --- /dev/null +++ b/+pf2/+gui/Contents.m @@ -0,0 +1,24 @@ +% pf2.gui - GUI-related functions +% processFNIRS2 v0.8 +% +% Method Configuration GUIs: +% configureRawMethods - GUI for raw method chain configuration +% configureOxyMethods - GUI for oxy method chain configuration +% +% Function Library: +% functions - Access processing function library +% +% Subpackages: +% +functions - Function library management (add, edit) +% +% Example: +% % Launch main GUI +% pf2.gui(); +% +% % Configure raw methods +% pf2.gui.configureRawMethods(); +% +% % Configure oxy methods +% pf2.gui.configureOxyMethods(); +% +% See also: pf2, processFNIRS2 diff --git a/+pf2/+import/+sampleData/Contents.m b/+pf2/+import/+sampleData/Contents.m new file mode 100644 index 00000000..ab7adfa5 --- /dev/null +++ b/+pf2/+import/+sampleData/Contents.m @@ -0,0 +1,20 @@ +% pf2.import.sampleData - Included example fNIRS datasets +% processFNIRS2 v0.8 +% +% Sample Datasets: +% fNIR2000 - fNIR Devices fNIR 2000 sample data +% fNIR1200 - fNIR Devices fNIR 1200 sample data +% Hitachi_ETG4000_3x5 - Hitachi ETG-4000 (3x5 probe) sample data +% Hitachi_ETG4000_3x11 - Hitachi ETG-4000 (3x11 probe) sample data +% +% Example: +% % Load fNIR 2000 sample +% data = pf2.import.sampleData.fNIR2000(); +% +% % Load Hitachi sample +% data = pf2.import.sampleData.Hitachi_ETG4000_3x5(); +% +% % Interactive selection +% data = pf2.import.sampleData(); +% +% See also: pf2.import, processFNIRS2 diff --git a/+pf2/+import/Contents.m b/+pf2/+import/Contents.m new file mode 100644 index 00000000..8f37fca3 --- /dev/null +++ b/+pf2/+import/Contents.m @@ -0,0 +1,32 @@ +% pf2.import - Import functions for loading fNIRS data +% processFNIRS2 v0.8 +% +% Auto-detect Import: +% import - Auto-detect format from file extension (or file browser) +% +% Format-Specific Import: +% importNIR - Import fNIR Devices/Biopac files (.nir) +% importNIRX - Import NIRx system files (.hdr, .wl1, .wl2) +% importSNIRF - Import SNIRF format files (.snirf) +% importHitachiMES - Import Hitachi ETG-4000 files (.csv) +% +% Sample Data: +% sampleData - Load included example datasets (interactive) +% +% Subpackages: +% +sampleData - Individual sample datasets +% +% Example: +% % Auto-detect format +% data = pf2.import('myfile.nir'); +% +% % Interactive file browser +% data = pf2.import(); +% +% % Specific format +% data = pf2.import.importSNIRF('myfile.snirf'); +% +% % Sample data +% data = pf2.import.sampleData.fNIR2000(); +% +% See also: pf2.export, processFNIRS2 diff --git a/+pf2/+import/import.m b/+pf2/+import/import.m new file mode 100644 index 00000000..f0842fcd --- /dev/null +++ b/+pf2/+import/import.m @@ -0,0 +1,113 @@ +function data = import(filepath) +% IMPORT Auto-detect and import fNIRS data from file +% +% Automatically detects the file format from the extension and calls the +% appropriate importer. If no filepath is provided, opens a file browser +% dialog for interactive selection. +% +% Syntax: +% data = pf2.import.import(filepath) +% data = pf2.import.import() +% data = pf2.import(filepath) % Package-level call +% data = pf2.import() % Interactive file browser +% +% Inputs: +% filepath - (optional) Path to fNIRS data file. Supported formats: +% .nir - fNIR Devices/Biopac format +% .snirf - SNIRF standardized format +% .csv - Hitachi ETG-4000 format +% .hdr - NIRx format (header file) +% .wl1 - NIRx format (wavelength file) +% If omitted, opens file browser for selection. +% +% Outputs: +% data - fNIRS data structure with fields: +% .raw, .time, .fs, .fchMask, .markers, .info +% +% Example: +% % Auto-detect format from extension +% data = pf2.import('subject01.nir'); +% +% % Interactive file selection +% data = pf2.import(); +% +% % Explicit format (bypasses auto-detect) +% data = pf2.import.importNIR('subject01.nir'); +% +% See also: pf2.import.importNIR, pf2.import.importSNIRF, +% pf2.import.importNIRX, pf2.import.importHitachiMES, +% pf2.import.sampleData + +if nargin < 1 || isempty(filepath) + % No filepath provided: open file browser + [file, path] = uigetfile({... + '*.nir', 'fNIR Devices/Biopac (*.nir)'; ... + '*.snirf', 'SNIRF Format (*.snirf)'; ... + '*.csv', 'Hitachi ETG-4000 (*.csv)'; ... + '*.hdr', 'NIRx Format (*.hdr)'; ... + '*.wl1', 'NIRx Wavelength (*.wl1)'; ... + '*.*', 'All Files (*.*)'}, ... + 'Select fNIRS Data File'); + + if isequal(file, 0) + % User cancelled + data = []; + return; + end + + filepath = fullfile(path, file); +end + +% Validate file exists +if ~exist(filepath, 'file') + error('pf2:import:FileNotFound', 'File not found: %s', filepath); +end + +% Get file extension +[~, ~, ext] = fileparts(filepath); +ext = lower(ext); + +% Route to appropriate importer based on extension +switch ext + case '.nir' + data = pf2.import.importNIR(filepath); + + case '.snirf' + data = pf2.import.importSNIRF(filepath); + + case '.csv' + data = pf2.import.importHitachiMES(filepath); + + case {'.hdr', '.wl1', '.wl2'} + % NIRx files - use the header or wavelength file + data = pf2.import.importNIRX(filepath); + + otherwise + error('pf2:import:UnknownFormat', ... + 'Unknown file format: %s\nSupported formats: .nir, .snirf, .csv, .hdr, .wl1', ext); +end + +% Display confirmation +fprintf('Imported: %s\n', filepath); +fprintf(' Format: %s\n', getFormatName(ext)); +fprintf(' Samples: %d\n', size(data.raw, 1)); +fprintf(' Channels: %d\n', size(data.raw, 2)); +fprintf(' Duration: %.1f seconds\n', data.time(end) - data.time(1)); + +end + +function name = getFormatName(ext) +% Return human-readable format name +switch lower(ext) + case '.nir' + name = 'fNIR Devices/Biopac'; + case '.snirf' + name = 'SNIRF'; + case '.csv' + name = 'Hitachi ETG-4000'; + case {'.hdr', '.wl1', '.wl2'} + name = 'NIRx'; + otherwise + name = 'Unknown'; +end +end diff --git a/+pf2/+import/importSNIRF.m b/+pf2/+import/importSNIRF.m index ce410bdb..ffa3c778 100644 --- a/+pf2/+import/importSNIRF.m +++ b/+pf2/+import/importSNIRF.m @@ -325,12 +325,16 @@ if isnan(opt_list(i)) continue; end - if ismember(opt_list(i), reindexed_lookup(:, 2)) - reindexed_list(i) = reindexed_lookup(opt_list(i), 1); + % Find if this optode number was already seen + matchIdx = find(reindexed_lookup(:, 2) == opt_list(i), 1); + if ~isempty(matchIdx) + % Use the previously assigned index for this optode number + reindexed_list(i) = reindexed_lookup(matchIdx, 1); else - reindexed_lookup(opt_list(i), 1) = next_index; - reindexed_lookup(opt_list(i), 2) = opt_list(i); - + % Assign new sequential index + reindexed_lookup(next_index, 1) = next_index; + reindexed_lookup(next_index, 2) = opt_list(i); + reindexed_list(i) = next_index; next_index = next_index + 1; end @@ -547,15 +551,14 @@ device.Info.NumberChannels = device.Info.NumberChannels + numCh; % Map wavelengths to channels - for c = 1:numOpt - + for c = 1:numCh device.Probe{p}.TableOpt.Ch(c, :) = (find(device.Probe{p}.ChannelNumbers == device.Probe{p}.ChannelList(c))); wvIdxToMatch = device.Probe{p}.wvI(device.Probe{p}.TableOpt.Ch(c, :)); if ~any(isnan(wvIdxToMatch)) device.Probe{p}.TableOpt.wv(c, :) = device.Probe{p}.Wavelength(wvIdxToMatch); end - - device.Probe{p}.TableOpt.Label{c} = sprintf('Opt%i', device.Probe{p}.ChannelList(c)); + + device.Probe{p}.TableOpt.Label{c} = sprintf('Ch%i', device.Probe{p}.ChannelList(c)); end % Generate probe layout diff --git a/+pf2/+methods/+oxy/Contents.m b/+pf2/+methods/+oxy/Contents.m new file mode 100644 index 00000000..5f329e7d --- /dev/null +++ b/+pf2/+methods/+oxy/Contents.m @@ -0,0 +1,40 @@ +% pf2.methods.oxy - Oxy processing stage method management (Stage 3) +% processFNIRS2 v0.8 +% +% Stage 3 post-processes hemoglobin concentrations with: +% - Artifact rejection (Takizawa criterion) +% - Additional filtering +% - Common Average Reference (CAR) +% - PCA-based noise reduction +% - Detrending +% +% Method Selection: +% list - List all available oxy methods +% setMethod - Select active method (by name, index, or interactive) +% describeMethod - Display detailed method documentation +% +% Method Configuration: +% configureMethods - GUI for creating/editing method chains +% importMethods - Import method definitions from config file +% +% Example: +% % List methods +% pf2.methods.oxy.list(); +% +% % Interactive selection +% pf2.methods.oxy.setMethod(); +% +% % Set by name +% pf2.methods.oxy.setMethod('takizawa_easy'); +% +% % View description +% pf2.methods.oxy.describeMethod('takizawa_hard_car'); +% +% Common Oxy Methods: +% None - No post-processing +% takizawa_easy - Lenient artifact rejection +% takizawa_hard - Strict artifact rejection +% car - Common Average Reference +% medfilt_car - Median filter + CAR +% +% See also: pf2.methods.raw, pf2.methods, processFNIRS2 diff --git a/+pf2/+methods/+raw/Contents.m b/+pf2/+methods/+raw/Contents.m new file mode 100644 index 00000000..080b6918 --- /dev/null +++ b/+pf2/+methods/+raw/Contents.m @@ -0,0 +1,38 @@ +% pf2.methods.raw - Raw processing stage method management (Stage 1) +% processFNIRS2 v0.8 +% +% Stage 1 converts raw light intensity to optical density with: +% - Motion artifact correction (SMAR, TDDR, MARA, Wavelet) +% - Filtering (low-pass, band-pass, high-pass) +% - Ambient channel subtraction +% - ICA-based noise removal +% +% Method Selection: +% list - List all available raw methods +% setMethod - Select active method (by name, index, or interactive) +% describeMethod - Display detailed method documentation +% +% Method Configuration: +% configureMethods - GUI for creating/editing method chains +% importMethods - Import method definitions from config file +% +% Example: +% % List methods +% pf2.methods.raw.list(); +% +% % Interactive selection +% pf2.methods.raw.setMethod(); +% +% % Set by name +% pf2.methods.raw.setMethod('x2_lpf_smar'); +% +% % View description +% pf2.methods.raw.describeMethod('x5_TDDR'); +% +% Common Raw Methods: +% x1_lpf - Low-pass filter only +% x2_lpf_smar - Low-pass + SMAR motion correction +% x5_TDDR - Temporal derivative distribution repair +% x3_bpf - Band-pass filter (0.008-0.1 Hz) +% +% See also: pf2.methods.oxy, pf2.methods, processFNIRS2 diff --git a/+pf2/+methods/Contents.m b/+pf2/+methods/Contents.m new file mode 100644 index 00000000..6cbe77a6 --- /dev/null +++ b/+pf2/+methods/Contents.m @@ -0,0 +1,42 @@ +% pf2.methods - Processing method management +% processFNIRS2 v0.8 +% +% List Methods: +% methods - List all available methods (raw + oxy) +% +% Subpackages: +% +raw - Raw processing stage methods (Stage 1: Raw -> OD) +% +oxy - Oxy processing stage methods (Stage 3: Hb -> Final) +% +% Raw Method Functions (pf2.methods.raw.*): +% list - List available raw methods +% setMethod - Select active raw method (by name or interactive) +% describeMethod - Display method documentation +% configureMethods - GUI for creating/editing methods +% importMethods - Import method config file +% +% Oxy Method Functions (pf2.methods.oxy.*): +% list - List available oxy methods +% setMethod - Select active oxy method (by name or interactive) +% describeMethod - Display method documentation +% configureMethods - GUI for creating/editing methods +% importMethods - Import method config file +% +% Common Methods: +% describeCurrentMethods - Show currently selected methods +% +% Example: +% % List all methods +% pf2.methods(); +% +% % Set raw method interactively +% pf2.methods.raw.setMethod(); +% +% % Set method by name +% pf2.methods.raw.setMethod('x2_lpf_smar'); +% pf2.methods.oxy.setMethod('takizawa_easy'); +% +% % View method description +% pf2.methods.raw.describeMethod('x2_lpf_smar'); +% +% See also: processFNIRS2, pf2.settings diff --git a/+pf2/+probe/+plot/Contents.m b/+pf2/+probe/+plot/Contents.m new file mode 100644 index 00000000..1ef20c0a --- /dev/null +++ b/+pf2/+probe/+plot/Contents.m @@ -0,0 +1,27 @@ +% pf2.probe.plot - Topographic probe visualization functions +% processFNIRS2 v0.8 +% +% 3D Visualization: +% showProbe3D - 3D brain surface with probe overlay +% interpolateValues3D - 3D interpolated values on brain surface +% +% 2D Topographic Maps: +% interpolateValues - 2D interpolated topographic map +% imageValues - 2D heatmap of channel values +% arrangedValues - Values displayed in probe arrangement +% +% ROI Visualization: +% imageROIvalues - Heatmap of ROI-averaged values +% interpolateROIvalues - Interpolated ROI values +% +% Example: +% % 3D brain view +% pf2.probe.plot.showProbe3D(processed); +% +% % 2D interpolated topography at time index 500 +% pf2.probe.plot.interpolateValues(processed, 'HbO', 500); +% +% % Heatmap +% pf2.probe.plot.imageValues(processed, 'HbO', 500); +% +% See also: pf2.probe, pf2.data.plot diff --git a/+pf2/+probe/+plot/arrangedValues.m b/+pf2/+probe/+plot/arrangedValues.m index d52b9297..8a6351cc 100644 --- a/+pf2/+probe/+plot/arrangedValues.m +++ b/+pf2/+probe/+plot/arrangedValues.m @@ -80,37 +80,8 @@ minVal=nanmin(data2plot); end -if(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); -else - cfgFilePath=''; -end - - -if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(isempty(probeInfo)) - error('No valid devices selected'); - end - -elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,true); -end - -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +probeInfo = pf2_base.plot.loadProbeInfo(fNIR, true); if(include_ss&&size(probeInfo.OptPos,1)>length(data2plot)&&sum(~probeInfo.TableOpt.IsShortSeparation)==length(data2plot)) include_ss=false; diff --git a/+pf2/+probe/+plot/imageValues.m b/+pf2/+probe/+plot/imageValues.m index db2c47c1..336e3a61 100644 --- a/+pf2/+probe/+plot/imageValues.m +++ b/+pf2/+probe/+plot/imageValues.m @@ -78,55 +78,11 @@ end if(isempty(minVal)) - minVal=nanmin(data2plot); + minVal=nanmin(data2plot); end -probeInfo=[]; -if(isempty(fNIR)) - global setF -end - -if(isempty(fNIR)&&isfield(setF,'device')) - - cfgFilePath=setF.device.cfg.File; - if(~isfield(setF.device.Probe{1},'OptLayout2D')) - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,true); - setF.device=probeInfo; - else - probeInfo=setF.device; - end -elseif(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); -else - cfgFilePath=''; -end - -if(isempty(probeInfo)) - if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) - error('No valid devices selected'); - end - - elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,true); - end -end - -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +probeInfo = pf2_base.plot.loadProbeInfo(fNIR, true); if(include_ss&&size(probeInfo.OptPos,1)>length(data2plot)&&sum(~probeInfo.TableOpt.IsShortSeparation)==length(data2plot)) include_ss=false; diff --git a/+pf2/+probe/+roi/Contents.m b/+pf2/+probe/+roi/Contents.m new file mode 100644 index 00000000..eb729fc8 --- /dev/null +++ b/+pf2/+probe/+roi/Contents.m @@ -0,0 +1,11 @@ +% pf2.probe.roi - Region of Interest management +% processFNIRS2 v0.8 +% +% ROI Definition: +% defineROI - Interactive GUI for defining regions of interest +% +% Example: +% % Open ROI definition GUI +% pf2.probe.roi.defineROI(data); +% +% See also: pf2.probe, pf2.probe.plot.imageROIvalues diff --git a/+pf2/+probe/Contents.m b/+pf2/+probe/Contents.m new file mode 100644 index 00000000..f6fbf98e --- /dev/null +++ b/+pf2/+probe/Contents.m @@ -0,0 +1,34 @@ +% pf2.probe - Probe geometry and visualization +% processFNIRS2 v0.8 +% +% Visualization (auto-detect): +% plot - Auto-select best visualization (3D, 2D, or arranged) +% +% Subpackages: +% +plot - Specific probe visualization functions +% +roi - Region of Interest management +% +% Plot Subpackage (pf2.probe.plot.*): +% showProbe3D - 3D brain surface visualization +% interpolateValues - 2D interpolated topographic map +% interpolateValues3D - 3D interpolated visualization +% imageValues - 2D channel heatmap +% arrangedValues - Values in probe arrangement +% imageROIvalues - ROI-based heatmap +% interpolateROIvalues - ROI-based interpolated map +% +% ROI Subpackage (pf2.probe.roi.*): +% defineROI - Interactive ROI definition GUI +% +% Example: +% % Auto-select visualization +% pf2.probe.plot(processed); +% +% % Specific visualization +% pf2.probe.plot.showProbe3D(processed); +% pf2.probe.plot.interpolateValues(processed, 'HbO', 500); +% +% % Define ROIs +% pf2.probe.roi.defineROI(data); +% +% See also: pf2.data.plot, processFNIRS2 diff --git a/+pf2/+probe/plot.m b/+pf2/+probe/plot.m index 570e6d74..a1ecbf5b 100644 --- a/+pf2/+probe/plot.m +++ b/+pf2/+probe/plot.m @@ -1,10 +1,133 @@ -function varargout=plot(varargin) -% This function is a wrapper for processFNIRS2's main function +function varargout = plot(data, biomarker, timeIdx, varargin) +% PLOT Auto-select and display probe visualization +% +% Automatically selects the best visualization based on available data: +% - If 3D coordinates available: 3D brain view (showProbe3D) +% - If 2D coordinates available: 2D interpolated topography +% - Fallback: arranged channel values +% +% Syntax: +% pf2.probe.plot(data) +% pf2.probe.plot(data, biomarker) +% pf2.probe.plot(data, biomarker, timeIdx) +% pf2.probe.plot() % Interactive selection +% +% Inputs: +% data - fNIRS data structure (processed or raw) +% biomarker - (optional) Biomarker to plot: 'HbO', 'HbR', 'HbTotal', 'HbDiff' +% Default: 'HbO' if available, else first available field +% timeIdx - (optional) Time index or range to plot +% Scalar: single time point +% [start, end]: average over range +% Default: middle of recording +% +% Example: +% % Auto-select best visualization +% data = pf2.import.sampleData.fNIR2000(); +% processed = processFNIRS2(data); +% pf2.probe.plot(processed); +% +% % Plot specific biomarker at time point +% pf2.probe.plot(processed, 'HbO', 500); +% +% % Explicit visualization (bypasses auto-select) +% pf2.probe.plot.showProbe3D(processed); +% pf2.probe.plot.interpolateValues(processed, 'HbO', 500); +% +% See also: pf2.probe.plot.showProbe3D, pf2.probe.plot.interpolateValues, +% pf2.probe.plot.imageValues, pf2.probe.plot.arrangedValues -if(nargout>0) +% Handle no arguments - show help +if nargin < 1 || isempty(data) + fprintf('Usage: pf2.probe.plot(data, [biomarker], [timeIdx])\n'); + fprintf('\nVisualization options:\n'); + fprintf(' pf2.probe.plot.showProbe3D(data) - 3D brain view\n'); + fprintf(' pf2.probe.plot.interpolateValues(data, bio, t) - 2D interpolated\n'); + fprintf(' pf2.probe.plot.imageValues(data, bio, t) - 2D heatmap\n'); + fprintf(' pf2.probe.plot.arrangedValues(data, bio, t) - Channel arrangement\n'); + return; +end - varargout{1:nargout}=pf2(varargin{:}); +% Default biomarker +if nargin < 2 || isempty(biomarker) + % Auto-detect biomarker + if isfield(data, 'HbO') + biomarker = 'HbO'; + elseif isfield(data, 'HbR') + biomarker = 'HbR'; + elseif isfield(data, 'raw') + biomarker = 'raw'; + else + error('pf2:probe:plot:NoBiomarker', 'No plottable biomarker found in data'); + end +end + +% Default time index (middle of recording) +if nargin < 3 || isempty(timeIdx) + if isfield(data, biomarker) + timeIdx = round(size(data.(biomarker), 1) / 2); + else + timeIdx = 1; + end +end + +% Determine best visualization based on probe info +has3D = false; +has2D = false; + +% Check for 3D coordinates +if isfield(data, 'probeinfo') + pi = data.probeinfo; + if isfield(pi, 'Probe1') + p1 = pi.Probe1; + if isfield(p1, 'DetPos3DX') && ~isempty(p1.DetPos3DX) + has3D = true; + end + if isfield(p1, 'DetPosX') && ~isempty(p1.DetPosX) + has2D = true; + end + end +end + +% Also check global device info +global setF +if ~has3D && ~isempty(setF) && pf2_base.isnestedfield(setF, 'device.Probe1') + p1 = setF.device.Probe1; + if isfield(p1, 'DetPos3DX') && ~isempty(p1.DetPos3DX) + has3D = true; + end + if isfield(p1, 'DetPosX') && ~isempty(p1.DetPosX) + has2D = true; + end +end + +% Select visualization +if has3D + % 3D brain view available + if nargout > 0 + varargout{1} = pf2.probe.plot.showProbe3D(data, varargin{:}); + else + pf2.probe.plot.showProbe3D(data, varargin{:}); + end + fprintf('Using: 3D brain visualization (showProbe3D)\n'); + +elseif has2D + % 2D interpolation available + if nargout > 0 + varargout{1} = pf2.probe.plot.interpolateValues(data, biomarker, timeIdx, varargin{:}); + else + pf2.probe.plot.interpolateValues(data, biomarker, timeIdx, varargin{:}); + end + fprintf('Using: 2D interpolated topography (interpolateValues)\n'); else - pf2.probe.plot.showProbe3D(varargin{:}); + % Fallback to arranged values + if nargout > 0 + varargout{1} = pf2.probe.plot.arrangedValues(data, biomarker, timeIdx, varargin{:}); + else + pf2.probe.plot.arrangedValues(data, biomarker, timeIdx, varargin{:}); + end + fprintf('Using: Arranged channel values (arrangedValues)\n'); +end + end \ No newline at end of file diff --git a/+pf2/+process/Contents.m b/+pf2/+process/Contents.m new file mode 100644 index 00000000..ba1b196a --- /dev/null +++ b/+pf2/+process/Contents.m @@ -0,0 +1,24 @@ +% pf2.process - Processing pipeline functions +% processFNIRS2 v0.8 +% +% Full Processing: +% process - Full processing pipeline (alias for processFNIRS2) +% +% Stage-Specific Processing: +% processRaw - Stage 1 only: Raw -> Optical Density +% processOxy - Stage 3 only: Hemoglobin post-processing +% +% Processing Stages: +% Stage 1 (Raw -> OD): Motion correction, filtering +% Stage 2 (OD -> Hb): Beer-Lambert conversion (automatic) +% Stage 3 (Hb -> Final): Artifact rejection, baseline correction +% +% Example: +% % Full processing +% processed = pf2.process(data); +% +% % Stage-specific (advanced use) +% rawProcessed = pf2.process.processRaw(data); +% oxyProcessed = pf2.process.processOxy(data); +% +% See also: processFNIRS2, pf2.methods diff --git a/+pf2/+settings/+baseline/Contents.m b/+pf2/+settings/+baseline/Contents.m new file mode 100644 index 00000000..b8b6efa6 --- /dev/null +++ b/+pf2/+settings/+baseline/Contents.m @@ -0,0 +1,20 @@ +% pf2.settings.baseline - Baseline correction settings +% processFNIRS2 v0.8 +% +% Baseline correction normalizes fNIRS signals to a reference period +% (typically at rest before task onset). +% +% Settings: +% setBaselineStartTime - Set baseline start time (seconds relative to t0) +% setBaselineLength - Set baseline duration (seconds) +% useGlobalMean - Use entire signal mean as baseline reference +% +% Example: +% % Standard baseline: 0-10 seconds +% pf2.settings.baseline.setBaselineStartTime(0); +% pf2.settings.baseline.setBaselineLength(10); +% +% % Use global mean (no specific baseline period) +% pf2.settings.baseline.useGlobalMean(); +% +% See also: pf2.settings, processFNIRS2 diff --git a/+pf2/+settings/+dpf/Contents.m b/+pf2/+settings/+dpf/Contents.m new file mode 100644 index 00000000..09b5594c --- /dev/null +++ b/+pf2/+settings/+dpf/Contents.m @@ -0,0 +1,27 @@ +% pf2.settings.dpf - Differential Pathlength Factor settings +% processFNIRS2 v0.8 +% +% DPF accounts for light scattering in tissue when converting optical +% density to hemoglobin concentration (Beer-Lambert Law). +% +% Settings: +% setDPFmode - Set calculation mode: 'None', 'Fixed', or 'Calc' +% setFixedDPF - Set fixed DPF value (when mode is 'Fixed') +% +% DPF Modes: +% 'None' - No DPF correction, units remain mM*mm +% 'Fixed' - Use constant DPF value (default: 5.93) +% 'Calc' - Age-dependent calculation (Scholkmann & Wolf 2013) +% +% Example: +% % Age-dependent DPF (recommended) +% pf2.settings.dpf.setDPFmode('Calc'); +% +% % Fixed DPF value +% pf2.settings.dpf.setDPFmode('Fixed'); +% pf2.settings.dpf.setFixedDPF(6.0); +% +% % No DPF correction +% pf2.settings.dpf.setDPFmode('None'); +% +% See also: pf2.settings, processFNIRS2 diff --git a/+pf2/+settings/Contents.m b/+pf2/+settings/Contents.m new file mode 100644 index 00000000..e0f5cf3a --- /dev/null +++ b/+pf2/+settings/Contents.m @@ -0,0 +1,41 @@ +% pf2.settings - Configuration management +% processFNIRS2 v0.8 +% +% Summary: +% settings - Display current settings summary +% +% Device Configuration: +% selectDevice - Load device configuration (GUI or by filename) +% getDevice - Query current device settings +% +% Quality Control: +% setRejectLevel - Set channel rejection threshold +% +% Subpackages: +% +baseline - Baseline correction settings +% +dpf - Differential Pathlength Factor settings +% +% Baseline Settings (pf2.settings.baseline.*): +% setBaselineStartTime - Set baseline start time (seconds) +% setBaselineLength - Set baseline duration (seconds) +% useGlobalMean - Use entire signal as baseline reference +% +% DPF Settings (pf2.settings.dpf.*): +% setDPFmode - Set DPF mode: 'None', 'Fixed', or 'Calc' +% setFixedDPF - Set fixed DPF value (when mode is 'Fixed') +% +% Example: +% % View current settings +% pf2.settings(); +% +% % Configure baseline +% pf2.settings.baseline.setBaselineStartTime(0); +% pf2.settings.baseline.setBaselineLength(10); +% +% % Configure DPF +% pf2.settings.dpf.setDPFmode('Calc'); +% +% % Load device +% pf2.settings.selectDevice('fNIR_Devices_fNIR2000.cfg'); +% +% See also: pf2.methods, processFNIRS2 diff --git a/+pf2/+settings/settings.m b/+pf2/+settings/settings.m new file mode 100644 index 00000000..30a6c383 --- /dev/null +++ b/+pf2/+settings/settings.m @@ -0,0 +1,183 @@ +function settings() +% SETTINGS Display current processFNIRS2 configuration summary +% +% Displays a formatted summary of the current processing settings including +% selected methods, baseline parameters, DPF configuration, and device info. +% This provides a quick overview without needing to inspect global variables. +% +% Syntax: +% pf2.settings.settings() +% pf2.settings() % Package-level call +% +% Example: +% % Configure and verify settings +% pf2.methods.raw.setMethod('x2_lpf_smar'); +% pf2.settings.baseline.setBaselineLength(10); +% pf2.settings(); % Display current configuration +% +% % Output example: +% % ═══════════════════════════════════════════════════ +% % processFNIRS2 Current Settings +% % ═══════════════════════════════════════════════════ +% % +% % PROCESSING METHODS +% % Raw Method: x2_lpf_smar +% % Oxy Method: takizawa_easy +% % +% % BASELINE +% % Start Time: 0.0 sec +% % Length: 10.0 sec +% % End Time: 10.0 sec +% % +% % DPF (Differential Pathlength Factor) +% % Mode: Calc (age-dependent) +% % Subject Age: 25 years +% % +% % QUALITY CONTROL +% % Reject Level: 0 (reject when fchMask==0) +% % +% % DEVICE +% % Name: fNIR 2000 +% % Channels: 18 +% +% See also: pf2.methods.raw.setMethod, pf2.methods.oxy.setMethod, +% pf2.settings.baseline, pf2.settings.dpf, pf2.settings.selectDevice + +global PF2 +global setF + +% Ensure initialized +if isempty(PF2) || ~isfield(PF2, 'baseline') + pf2_base.pf2_initialize(); +end + +fprintf('\n'); +fprintf('\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\n'); +fprintf('processFNIRS2 Current Settings\n'); +fprintf('\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\x2550\n\n'); + +% Processing Methods +fprintf('PROCESSING METHODS\n'); +if isfield(PF2, 'stageRawMethod') && isfield(PF2.stageRawMethod, 'name') + fprintf(' Raw Method: %s\n', PF2.stageRawMethod.name); +else + fprintf(' Raw Method: \n'); +end + +if isfield(PF2, 'stageOxyMethod') && isfield(PF2.stageOxyMethod, 'name') + fprintf(' Oxy Method: %s\n', PF2.stageOxyMethod.name); +else + fprintf(' Oxy Method: \n'); +end +fprintf('\n'); + +% Baseline Settings +fprintf('BASELINE\n'); +if isfield(PF2, 'baseline') + startTime = 0; + blLength = 10; + + if isfield(PF2.baseline, 'startTime') + startTime = PF2.baseline.startTime; + end + if isfield(PF2.baseline, 'blLength') + blLength = PF2.baseline.blLength; + end + + fprintf(' Start Time: %.1f sec\n', startTime); + fprintf(' Length: %.1f sec\n', blLength); + fprintf(' End Time: %.1f sec\n', startTime + blLength); +else + fprintf(' \n'); +end +fprintf('\n'); + +% DPF Settings +fprintf('DPF (Differential Pathlength Factor)\n'); +if isfield(PF2, 'dpf_mode') + dpfMode = PF2.dpf_mode; + switch lower(dpfMode) + case 'none' + fprintf(' Mode: None (no DPF correction, units: mM*mm)\n'); + case 'fixed' + fixedVal = 5.93; + if isfield(PF2, 'curDPF_fixed') + fixedVal = PF2.curDPF_fixed; + end + fprintf(' Mode: Fixed\n'); + fprintf(' Fixed Value: %.2f\n', fixedVal); + case 'calc' + age = 25; + if isfield(PF2, 'curDPF_age') + age = PF2.curDPF_age; + end + fprintf(' Mode: Calc (age-dependent)\n'); + fprintf(' Subject Age: %d years\n', age); + otherwise + fprintf(' Mode: %s\n', dpfMode); + end +else + fprintf(' Mode: (default: Calc)\n'); +end +fprintf('\n'); + +% Quality Control +fprintf('QUALITY CONTROL\n'); +if isfield(PF2, 'RejectLevel') + rejectLevel = PF2.RejectLevel; + if rejectLevel == 0 + fprintf(' Reject Level: %d (reject when fchMask==0)\n', rejectLevel); + else + fprintf(' Reject Level: %d\n', rejectLevel); + end +else + fprintf(' Reject Level: 0 (default)\n'); +end +fprintf('\n'); + +% Device Info +fprintf('DEVICE\n'); +if ~isempty(setF) && pf2_base.isnestedfield(setF, 'device.Info') + deviceInfo = setF.device.Info; + + if isfield(deviceInfo, 'Name') + fprintf(' Name: %s\n', deviceInfo.Name); + elseif isfield(deviceInfo, 'CfgName') + fprintf(' Name: %s\n', deviceInfo.CfgName); + end + + if isfield(deviceInfo, 'NumberChannels') + fprintf(' Channels: %d\n', deviceInfo.NumberChannels); + end + + if isfield(deviceInfo, 'DefaultSamplingRate') + fprintf(' Sampling Rate: %d Hz\n', deviceInfo.DefaultSamplingRate); + end + + if isfield(deviceInfo, 'Manufacturer') + fprintf(' Manufacturer: %s\n', deviceInfo.Manufacturer); + end +else + fprintf(' \n'); +end +fprintf('\n'); + +% Available methods count +if isfield(PF2, 'myRawMethods') && isfield(PF2.myRawMethods, 'cfg') + numRaw = length(PF2.myRawMethods.cfg.Sections); +else + numRaw = 0; +end + +if isfield(PF2, 'myOxyMethods') && isfield(PF2.myOxyMethods, 'cfg') + numOxy = length(PF2.myOxyMethods.cfg.Sections); +else + numOxy = 0; +end + +fprintf('AVAILABLE METHODS\n'); +fprintf(' Raw methods: %d available (pf2.methods.raw.list() to see)\n', numRaw); +fprintf(' Oxy methods: %d available (pf2.methods.oxy.list() to see)\n', numOxy); +fprintf('\n'); + +end diff --git a/+pf2/Contents.m b/+pf2/Contents.m new file mode 100644 index 00000000..3b99fa71 --- /dev/null +++ b/+pf2/Contents.m @@ -0,0 +1,33 @@ +% pf2 - processFNIRS2 main user interface package +% processFNIRS2 v0.8 +% +% Top-Level Functions: +% help - Interactive help system +% methods - List all processing methods +% process - Process fNIRS data (alias for processFNIRS2) +% gui - Launch processing GUI +% +% Subpackages: +% +import - Import fNIRS data from various formats +% +export - Export fNIRS data to various formats +% +data - Data manipulation and time series visualization +% +probe - Probe geometry and topographic visualization +% +methods - Processing method management +% +settings - Configuration and parameter settings +% +gui - GUI-related functions +% +process - Processing pipeline functions +% +% Quick Start: +% data = pf2.import.sampleData.fNIR2000(); % Load sample +% processed = processFNIRS2(data); % Process +% pf2.data.plot(processed); % Visualize +% +% Progressive Disclosure: +% The API uses depth = specificity. Parent-level calls auto-detect +% or prompt interactively; child-level calls are explicit. +% +% pf2.import() % Interactive file browser +% pf2.import('file.nir') % Auto-detect format +% pf2.import.importNIR('file.nir') % Explicit format +% +% See also: processFNIRS2, exploreFNIRS diff --git a/+pf2_base/+fnirs/processStageFilterHb.m b/+pf2_base/+fnirs/processStageFilterHb.m index 258ae2a9..2aa36d79 100644 --- a/+pf2_base/+fnirs/processStageFilterHb.m +++ b/+pf2_base/+fnirs/processStageFilterHb.m @@ -151,8 +151,20 @@ end global PF2 + +% Fallback to global method if none provided +if isempty(method) + if ~isfield(PF2, 'stageOxyMethod') + disp('No oxy method configured'); + outData = data; + return; + else + method = PF2.stageOxyMethod; + end +end + if(~isfield(method,'F')) - disp('No stage2 processing method left'); + disp('No stage2 processing method specified'); outData=data; %outData.HbO(:,validChannels)=medfilt1(outData.HbO(:,validChannels),25); %outData.HbR(:,validChannels)=medfilt1(outData.HbR(:,validChannels),25); diff --git a/+pf2_base/+fnirs/processStageOD2Hb.m b/+pf2_base/+fnirs/processStageOD2Hb.m new file mode 100644 index 00000000..5816b136 --- /dev/null +++ b/+pf2_base/+fnirs/processStageOD2Hb.m @@ -0,0 +1,91 @@ +function outData = processStageOD2Hb(data, time, subjectAge, DirtyBaseline, curProbe, baseline, dpfMode, dpfFixed, defaultAge) +% PROCESSSTAGEOD2HB Convert optical density to hemoglobin concentrations +% +% Beer-Lambert conversion stage of the fNIRS processing pipeline. +% Converts optical density (OD) data to oxygenated (HbO) and deoxygenated +% (HbR) hemoglobin concentrations using the modified Beer-Lambert law. +% +% Syntax: +% outData = processStageOD2Hb(data, time, subjectAge, DirtyBaseline, curProbe, baseline, dpfMode, dpfFixed, defaultAge) +% +% Inputs: +% data - [T x C] Optical density data (T=timepoints, C=channels) +% time - [T x 1] Time vector in seconds +% subjectAge - Subject age in years (can be empty) +% DirtyBaseline - Logical, if true use entire signal mean as baseline +% curProbe - Probe structure with TableCh and TableOpt +% baseline - Struct with fields: +% startTime - Baseline start time (seconds) +% blLength - Baseline duration (seconds) +% dpfMode - DPF mode: 'None', 'Fixed', or 'Calc' +% dpfFixed - Fixed DPF value (used when dpfMode is 'Fixed') +% defaultAge - Default age for DPF calculation when subjectAge empty +% +% Outputs: +% outData - Struct containing: +% HbO - [T x N] Oxygenated hemoglobin +% HbR - [T x N] Deoxygenated hemoglobin +% HbTotal - [T x N] Total hemoglobin (HbO + HbR) +% HbDiff - [T x N] Differential (HbO - HbR) +% CBSI - [T x N] Cerebral blood saturation index +% channels - [1 x N] Channel numbers +% units - Unit string (uM or mM*mm) +% DPF_factor - DPF value used +% time - Time vector +% +% Example: +% % Process with 10-second baseline starting at t=0 +% baseline = struct('startTime', 0, 'blLength', 10); +% outData = pf2_base.fnirs.processStageOD2Hb(odData, time, 25, false, ... +% curProbe, baseline, 'Calc', 5.93, 25); +% +% See also: pf2_base.fnirs.processStageRaw2OD, pf2_base.fnirs.processStageFilterHb, pf2_base.fnirs.bvoxy + +% Determine DPF settings +if strcmp(dpfMode, 'None') + NoPathlength = true; +else + NoPathlength = false; +end + +if strcmp(dpfMode, 'Fixed') + fixedDPF = dpfFixed; +else + fixedDPF = 0; +end + +if isempty(subjectAge) + subjectAge = defaultAge; +end + +% Determine baseline samples +if DirtyBaseline + % Use entire signal mean as baseline + baselineSamples = 1:length(time); +else + startTime = min(time) + baseline.startTime; + endTime = startTime + baseline.blLength; + + startSample = find(time >= startTime, 1); + endSample = find(time >= endTime, 1); + baselineSamples = startSample:endSample; +end + +% Get probe tables +curTableOpt = curProbe.TableOpt; +curTableCh = curProbe.TableCh; + +% Filter to only channel columns +data = data(:, curTableCh.isCh); +curTableCh = curTableCh(curTableCh.isCh, :); + +% Perform Beer-Lambert conversion +[outData.HbO, outData.HbR, outData.HbTotal, outData.HbDiff, outData.CBSI, ... + outData.channels, ~, outData.units, outData.DPF_factor] = ... + pf2_base.fnirs.bvoxy(data, curTableCh.OptodeNumber, curTableCh.Wavelength, ... + curTableOpt.SD, baselineSamples, subjectAge, [], true, ... + 'NoPathlength', NoPathlength, 'DiffPathlengthFactor', fixedDPF); + +outData.time = time; + +end diff --git a/+pf2_base/+gui/filterOptodeTable.m b/+pf2_base/+gui/filterOptodeTable.m new file mode 100644 index 00000000..b9a61ff5 --- /dev/null +++ b/+pf2_base/+gui/filterOptodeTable.m @@ -0,0 +1,128 @@ +function [singleTable, roiTable, mergedSingleTable] = filterOptodeTable(optTable, selectedIdx, varargin) +% FILTEROPTODETABLE Filter optode table by selection and rejection status +% +% Filters an optode table based on GUI selections and channel rejection +% flags. Returns separate tables for single optodes and ROIs, plus a +% merged table that includes individual channels from selected ROIs. +% +% This helper reduces code duplication in processFNIRS2_GUI where similar +% filtering logic is repeated in each stage plotting block. +% +% Syntax: +% [singleTable, roiTable] = pf2_base.gui.filterOptodeTable(optTable, selectedIdx) +% [singleTable, roiTable, mergedSingleTable] = pf2_base.gui.filterOptodeTable(...) +% [...] = pf2_base.gui.filterOptodeTable(..., 'Name', Value) +% +% Inputs: +% optTable - Full optode table from GUI +% selectedIdx - Indices of selected rows (from listbox) +% 'excludeManualRej' - Exclude manually rejected channels (default: true) +% 'excludeAutoRej' - Exclude auto-rejected channels (default: false) +% +% Outputs: +% singleTable - Table of selected single optodes (non-ROI) +% roiTable - Table of selected ROIs +% mergedSingleTable - singleTable + individual channels from ROIs +% +% Example: +% [single, roi] = pf2_base.gui.filterOptodeTable(optTable, listboxValue); +% % Plot single channels +% for i = 1:height(single) +% plot(time, data(:, single.OptIndex(i))); +% end +% +% See also: processFNIRS2_GUI, UpdateOptodeList + +p = inputParser; +addRequired(p, 'optTable'); +addRequired(p, 'selectedIdx'); +addParameter(p, 'excludeManualRej', true, @islogical); +addParameter(p, 'excludeAutoRej', false, @islogical); +parse(p, optTable, selectedIdx, varargin{:}); + +excludeManualRej = p.Results.excludeManualRej; +excludeAutoRej = p.Results.excludeAutoRej; + +% Handle empty table +if isempty(optTable) || height(optTable) == 0 + singleTable = table(); + roiTable = table(); + mergedSingleTable = table(); + return; +end + +% Filter by selection +if isempty(selectedIdx) + plotOptTable = optTable; +else + % Ensure indices are valid + validIdx = selectedIdx(selectedIdx <= height(optTable) & selectedIdx >= 1); + if isempty(validIdx) + singleTable = table(); + roiTable = table(); + mergedSingleTable = table(); + return; + end + plotOptTable = optTable(validIdx, :); +end + +% Apply rejection filters +if excludeManualRej && ismember('ManualRej', plotOptTable.Properties.VariableNames) + plotOptTable = plotOptTable(~plotOptTable.ManualRej, :); +end + +if excludeAutoRej && ismember('AutoRej', plotOptTable.Properties.VariableNames) + plotOptTable = plotOptTable(~plotOptTable.AutoRej, :); +end + +% Check for IsROI column +if ~ismember('IsROI', plotOptTable.Properties.VariableNames) + % No ROI column - return all as single channels + singleTable = plotOptTable; + roiTable = table(); + mergedSingleTable = plotOptTable; + return; +end + +% Separate ROIs from single channels +roiMask = plotOptTable.IsROI == 1; +roiTable = plotOptTable(roiMask, :); +singleTable = plotOptTable(~roiMask, :); + +% Build merged table (single channels + individual channels from ROIs) +if nargout >= 3 + if height(roiTable) > 0 && ismember('Optodes_roi', roiTable.Properties.VariableNames) + % Get all individual channel numbers from ROIs + allROIch = []; + for idx = 1:height(roiTable) + roiChannels = roiTable.Optodes_roi{idx}; + if ~isempty(roiChannels) + allROIch = [allROIch, roiChannels]; + end + end + allROIch = unique(allROIch); + + % Find these channels in the full table + if ~isempty(allROIch) && ismember('Optode', optTable.Properties.VariableNames) + roiSingleIdx = ~optTable.IsROI & ismember(optTable.Optode, allROIch); + if any(roiSingleIdx) + roiSingleTable = optTable(roiSingleIdx, :); + % Merge with single table, avoiding duplicates + if height(singleTable) > 0 + existingOptodes = singleTable.Optode; + newRows = ~ismember(roiSingleTable.Optode, existingOptodes); + mergedSingleTable = [singleTable; roiSingleTable(newRows, :)]; + else + mergedSingleTable = roiSingleTable; + end + else + mergedSingleTable = singleTable; + end + else + mergedSingleTable = singleTable; + end + else + mergedSingleTable = singleTable; + end +end +end diff --git a/+pf2_base/+gui/getTimeIndices.m b/+pf2_base/+gui/getTimeIndices.m new file mode 100644 index 00000000..f53c6f87 --- /dev/null +++ b/+pf2_base/+gui/getTimeIndices.m @@ -0,0 +1,57 @@ +function [timeInd, startIdx, endIdx] = getTimeIndices(time, startTime, endTime) +% GETTIMEINDICES Get logical and numeric indices for a time window +% +% Returns indices for selecting a subset of time-series data based on +% start and end times. Use this when you need indices for plotting +% without copying the actual data. For extracting data, use pf2.data.crop +% or pf2.data.split instead. +% +% Syntax: +% [timeInd, startIdx, endIdx] = pf2_base.gui.getTimeIndices(time, startTime, endTime) +% +% Inputs: +% time - Time vector [T x 1] +% startTime - Window start time (seconds) +% endTime - Window end time (seconds) +% +% Outputs: +% timeInd - Logical index [T x 1] (true for samples in window) +% startIdx - Numeric start index (first sample >= startTime) +% endIdx - Numeric end index (first sample >= endTime, or last sample) +% +% Example: +% time = 0:0.1:100; +% [idx, s, e] = pf2_base.gui.getTimeIndices(time, 20, 40); +% plot(time(idx), data(idx, :)); +% +% See also: pf2.data.crop, pf2.data.split + +% Handle empty input +if isempty(time) + timeInd = logical([]); + startIdx = 1; + endIdx = 1; + return; +end + +% Find start index +startIdx = find(time >= startTime, 1); +if isempty(startIdx) + startIdx = 1; +end + +% Find end index +endIdx = find(time >= endTime, 1); +if isempty(endIdx) + endIdx = length(time); +end + +% Handle reversed times +if endIdx < startIdx + [startIdx, endIdx] = deal(endIdx, startIdx); +end + +% Build logical index +timeInd = false(size(time)); +timeInd(startIdx:endIdx) = true; +end diff --git a/+pf2_base/+gui/getWavelengthColors.m b/+pf2_base/+gui/getWavelengthColors.m new file mode 100644 index 00000000..d9cf7b2d --- /dev/null +++ b/+pf2_base/+gui/getWavelengthColors.m @@ -0,0 +1,55 @@ +function [cIndex, wvUnique] = getWavelengthColors(wavelengths, plotIdx) +% GETWAVELENGTHCOLORS Get color matrix for plotting by wavelength +% +% Returns a color matrix where each row corresponds to a channel in plotIdx, +% with colors assigned based on wavelength. Channels with the same wavelength +% get the same color. +% +% This helper reduces code duplication in processFNIRS2_GUI where similar +% color-by-wavelength logic is repeated in multiple stage plotting blocks. +% +% Syntax: +% [cIndex, wvUnique] = pf2_base.gui.getWavelengthColors(wavelengths, plotIdx) +% +% Inputs: +% wavelengths - Full wavelength vector [1 x C] for all channels +% plotIdx - Indices of channels to plot [1 x N] +% +% Outputs: +% cIndex - Color matrix [N x 3] RGB colors for each channel in plotIdx +% wvUnique - Unique wavelengths found [1 x W] +% +% Example: +% wavelengths = [730, 850, 730, 850, 730, 850]; % 6 channels, 2 wavelengths +% plotIdx = [1, 3, 5]; % Plot channels 1, 3, 5 (all 730nm) +% [colors, wvs] = pf2_base.gui.getWavelengthColors(wavelengths, plotIdx); +% % colors will be [3 x 3], all same color since all 730nm +% +% See also: processFNIRS2_GUI, pf2_base.getBioColors + +% Get unique wavelengths (excluding NaN) +[wvUnique] = sort(unique(round(wavelengths))); +wvUnique(isnan(wvUnique)) = []; + +% Handle empty case +if isempty(wvUnique) || isempty(plotIdx) + cIndex = []; + return; +end + +% Generate color palette using MATLAB's lines colormap +cc = lines(length(wvUnique)); + +% Map each channel in plotIdx to its wavelength color +num2Plot = length(plotIdx); +rInd = zeros(1, num2Plot); + +for i = 1:length(wvUnique) + rInd = rInd + (wavelengths(plotIdx) == wvUnique(i)) .* i; +end + +% Handle any channels with unmatched wavelengths +rInd(rInd == 0) = 1; + +cIndex = cc(rInd, :); +end diff --git a/+pf2_base/+plot/getOptodePosition.m b/+pf2_base/+plot/getOptodePosition.m new file mode 100644 index 00000000..21ad90d1 --- /dev/null +++ b/+pf2_base/+plot/getOptodePosition.m @@ -0,0 +1,65 @@ +function optPos = getOptodePosition(optLayout, optNum, scale, offset) +% GETOPTODEPOSITION Calculate subplot position for probe-arranged plots +% +% Computes the normalized figure position for an optode subplot based on +% probe layout geometry. Handles the y-axis flip and applies optional +% scaling and offset adjustments. +% +% Syntax: +% optPos = pf2_base.plot.getOptodePosition(optLayout, optNum) +% optPos = pf2_base.plot.getOptodePosition(optLayout, optNum, scale) +% optPos = pf2_base.plot.getOptodePosition(optLayout, optNum, scale, offset) +% +% Inputs: +% optLayout - Cell array of subplot positions from probeInfo.OptPos +% Each cell contains [x, y, width, height] in normalized units. +% optNum - Optode number (1-based index into optLayout) +% scale - [width, height] scale factors (default: [0.65, 0.9]) +% Applied to subplot dimensions to add spacing. +% offset - [x, y] offset to add to position (default: [0.03, 0]) +% Used to shift all subplots for margins. +% +% Outputs: +% optPos - Position vector [x, y, width, height] for axes() +% Ready to use with: axes('Position', optPos) +% Returns empty [] if optNum exceeds layout size. +% +% Example: +% optLayout = probeInfo.OptPos.subplot_layout_ss; +% for i = 1:numOptodes +% pos = pf2_base.plot.getOptodePosition(optLayout, i); +% axes('Position', pos, 'Box', 'on'); +% plot(time, data(:, i)); +% end +% +% See also: pf2.data.plot.raw, pf2.data.plot.oxy, pf2.probe.plot.arrangedValues + +% Default parameters +if nargin < 3 || isempty(scale) + scale = [0.65, 0.9]; +end + +if nargin < 4 || isempty(offset) + offset = [0.03, 0]; +end + +% Check bounds +if optNum > numel(optLayout) + optPos = []; + return; +end + +% Get base position +optPos = optLayout{optNum}; + +% Flip y-axis (MATLAB figure coordinates have origin at bottom-left, +% but probe layouts typically have origin at top-left) +optPos(2) = 1 - optPos(2) - optPos(4); + +% Apply scaling to width and height +optPos(3:4) = optPos(3:4) .* scale; + +% Apply offset +optPos(1:2) = optPos(1:2) + offset; + +end diff --git a/+pf2_base/+plot/loadProbeInfo.m b/+pf2_base/+plot/loadProbeInfo.m new file mode 100644 index 00000000..4b45830d --- /dev/null +++ b/+pf2_base/+plot/loadProbeInfo.m @@ -0,0 +1,93 @@ +function [probeInfo, deviceInfo] = loadProbeInfo(fNIR, loadLayout) +% LOADPROBEINFO Load probe configuration from fNIRS data or config file +% +% Extracts probe information from an fNIRS data structure or loads it from +% a device configuration file. This helper reduces code duplication across +% plotting functions that all need to access probe geometry. +% +% Syntax: +% probeInfo = pf2_base.plot.loadProbeInfo(fNIR) +% probeInfo = pf2_base.plot.loadProbeInfo(fNIR, loadLayout) +% [probeInfo, deviceInfo] = pf2_base.plot.loadProbeInfo(...) +% +% Inputs: +% fNIR - fNIRS data structure [struct] or empty [] +% If struct, attempts to extract probe info from: +% 1. fNIR.probeinfo field (if present) +% 2. fNIR.info.probename to load config file +% loadLayout - Load 2D layout information [logical] (default: false) +% Set true when probe geometry is needed for arranged plots. +% +% Outputs: +% probeInfo - Probe configuration struct containing: +% - NumOptodes: Number of optodes +% - TableCh: Channel table with wavelengths +% - TableOpt: Optode table +% - OptPos: Optode positions (if loadLayout=true) +% deviceInfo - Device information struct (optional) +% +% Example: +% [probeInfo, deviceInfo] = pf2_base.plot.loadProbeInfo(fNIR, true); +% optLayout = probeInfo.OptPos.subplot_layout_ss; +% +% See also: pf2_base.loadDeviceCfg, pf2.data.plot.oxy, pf2.data.plot.raw + +if nargin < 2 + loadLayout = false; +end + +probeInfo = []; +deviceInfo = []; + +% Check if probeinfo is already in the data struct +if isstruct(fNIR) && isfield(fNIR, 'probeinfo') + probeInfo = fNIR.probeinfo; +else + % Try to get config file path from fNIR.info.probename + cfgFilePath = ''; + if isstruct(fNIR) && pf2_base.isnestedfield(fNIR, 'info.probename') && ... + isfield(fNIR.info, 'probename') && ~contains(fNIR.info.probename, 'Unknown') + cfgFilePath = sprintf('%s.cfg', fNIR.info.probename); + end + + % If no config path, try global setF + if isempty(cfgFilePath) || ~contains(cfgFilePath, '.cfg') + global setF + if ~isempty(setF) && isfield(setF, 'device') + cfgFilePath = setF.device.cfg.File; + % Check if layout already loaded + if loadLayout && isfield(setF.device.Probe{1}, 'OptLayout2D') + probeInfo = setF.device; + end + end + end + + % Load from config file if needed + if isempty(probeInfo) + if isempty(cfgFilePath) || ~contains(cfgFilePath, '.cfg') + warning('Missing or invalid configuration file path'); + disp('No device specified. Please load device configuration'); + probeInfo = pf2_base.loadDeviceCfg([], true); + if isempty(probeInfo) + error('No valid devices selected'); + end + else + probeInfo = pf2_base.loadDeviceCfg(cfgFilePath, loadLayout); + end + end +end + +% Extract probe from multi-probe structure +if pf2_base.isnestedfield(probeInfo, 'Probe') + deviceInfo = probeInfo.Info; + if ~isfield(deviceInfo, 'numberProbes') || deviceInfo.numberProbes == 1 + probeNum = 1; + else + probeNum = 1; % Default to first probe + end + probeInfo = probeInfo.Probe{probeNum}; +elseif isempty(probeInfo) + error('Unable to identify probe'); +end + +end diff --git a/+pf2_base/+plot/processBaseline.m b/+pf2_base/+plot/processBaseline.m new file mode 100644 index 00000000..9fa5721d --- /dev/null +++ b/+pf2_base/+plot/processBaseline.m @@ -0,0 +1,109 @@ +function [fNIR, baselineWindow] = processBaseline(fNIR, baseline, bioMlist) +% PROCESSBASELINE Apply baseline correction to fNIRS data for plotting +% +% Processes baseline correction specification and applies it to fNIRS data. +% Supports various baseline formats including duration from start, duration +% from end, explicit time windows, and external baseline data. +% +% Syntax: +% [fNIR, baselineWindow] = pf2_base.plot.processBaseline(fNIR, baseline) +% [fNIR, baselineWindow] = pf2_base.plot.processBaseline(fNIR, baseline, bioMlist) +% +% Inputs: +% fNIR - fNIRS data structure with time and biomarker fields +% baseline - Baseline specification: +% - false: No baseline correction +% - true: Use default 10s baseline from start +% - Positive scalar: Baseline duration from start (seconds) +% - Negative scalar: Baseline duration from end of recording +% - [start, end]: Explicit baseline time window +% - fNIRS struct: Use as external baseline reference +% bioMlist - Cell array of biomarker names to check (default: {'HbO'}) +% Used when baseline is an fNIRS struct. +% +% Outputs: +% fNIR - Baseline-corrected fNIRS data +% baselineWindow - [start, end] times of baseline window used [1 x 2] +% Empty if no baseline applied. NaN for unspecified bounds. +% +% Example: +% % Apply 10 second baseline from start +% [corrected, blWin] = pf2_base.plot.processBaseline(fNIR, 10); +% +% % Apply baseline from last 5 seconds +% [corrected, blWin] = pf2_base.plot.processBaseline(fNIR, -5); +% +% % Apply explicit baseline window +% [corrected, blWin] = pf2_base.plot.processBaseline(fNIR, [5, 15]); +% +% See also: pf2.data.split, pf2.data.plot.oxy, pf2.data.plot.roi + +if nargin < 3 + bioMlist = {'HbO'}; +end + +baselineWindow = []; + +% Get time bounds +if ~isfield(fNIR, 'time') + error('fNIRS data must have time field'); +end + +t = fNIR.time; +tmin = min(t, [], 'omitnan'); +tmax = max(t, [], 'omitnan'); +duration = tmax - tmin; + +% Handle different baseline specifications +if islogical(baseline) && baseline + % true -> use default 10s baseline + baseline = 10; + fNIR = pf2.data.split(fNIR, 'blLength', baseline, 'relative', true); + baselineWindow = [nan, baseline]; + +elseif isnumeric(baseline) && isscalar(baseline) && baseline > 0 && baseline < duration + % Positive scalar: baseline duration from start + fNIR = pf2.data.split(fNIR, 'blLength', baseline, 'relative', true); + baselineWindow = [nan, baseline]; + +elseif isnumeric(baseline) && isscalar(baseline) && baseline < 0 && baseline > -duration + % Negative scalar: baseline from end + blStart = duration + baseline; + blEnd = duration; + fNIR = pf2.data.split(fNIR, 'blStartTime', blStart, 'blEndTime', blEnd, 'relative', true); + baselineWindow = [blStart + tmin, blEnd + tmin]; + +elseif isnumeric(baseline) && length(baseline) == 2 + % Explicit [start, end] window + blStart = baseline(1); + blEnd = baseline(2); + + % Handle negative values as offsets from end + if blStart < 0 + blStart = duration + blStart; + end + if blEnd < 0 + blEnd = duration + blEnd; + end + + fNIR = pf2.data.split(fNIR, 'blStartTime', blStart, 'blEndTime', blEnd, 'relative', true); + baselineWindow = [blStart + tmin, blEnd + tmin]; + +elseif isstruct(baseline) && isfield(baseline, 'time') + % External baseline data + if ~iscell(bioMlist) + bioMlist = {bioMlist}; + end + + % Check that baseline has required biomarker + if isfield(baseline, bioMlist{1}) + fNIR = pf2.data.split(fNIR, tmin, tmax, 'blfNIR', baseline); + end + baselineWindow = []; + +elseif ~(islogical(baseline) && ~baseline) && ~isempty(baseline) + % Invalid specification (but not false or empty) + warning('Invalid baseline specification, no baseline applied'); +end + +end diff --git a/+pf2_base/+plot/processMarkers.m b/+pf2_base/+plot/processMarkers.m new file mode 100644 index 00000000..25f386ee --- /dev/null +++ b/+pf2_base/+plot/processMarkers.m @@ -0,0 +1,112 @@ +function [markerCodes, markerIdx, markerData, numMarkers] = processMarkers(fNIR, showMarkers, tooManyThreshold) +% PROCESSMARKERS Parse marker display specification for plotting +% +% Processes the marker display specification and returns marker codes, +% indices, and counts for use in plotting functions. Handles various +% input formats (logical, numeric, 'all') and extracts marker information +% from the fNIRS data structure. +% +% Syntax: +% [markerCodes, markerIdx, markerData, numMarkers] = ... +% pf2_base.plot.processMarkers(fNIR, showMarkers) +% [...] = pf2_base.plot.processMarkers(fNIR, showMarkers, tooManyThreshold) +% +% Inputs: +% fNIR - fNIRS data structure with markers field +% showMarkers - Marker display specification: +% - true or 'all': Show all markers +% - false: Show no markers +% - Numeric array: Show only specified marker codes +% tooManyThreshold - Threshold for "too many markers" warning (default: 100) +% Set to Inf to disable warning. +% +% Outputs: +% markerCodes - Unique marker codes to display [1 x M] +% Empty if no markers to show. +% markerIdx - Index mapping each marker to its code [N x 1] +% markerIdx(i) gives the index into markerCodes for marker i. +% markerData - Marker time data [N x 3] (time, code, duration) +% numMarkers - Count of markers for each code [1 x M] +% +% Example: +% [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, true); +% for i = 1:length(codes) +% markerTimes = data(idx == i, 1); +% plot_vertical_lines(markerTimes); +% end +% +% See also: pf2.data.plot.oxy, pf2.data.plot.raw, pf2.data.plot.roi + +if nargin < 3 + tooManyThreshold = 100; +end + +% Initialize outputs +markerCodes = []; +markerIdx = []; +markerData = []; +numMarkers = []; + +% Check if markers exist +if ~isfield(fNIR, 'markers') || isempty(fNIR.markers) + return; +end + +% Get marker data +markerData = fNIR.markers; +if ~isnumeric(markerData) && isfield(markerData, 'data') + markerData = markerData.data; +end + +% Handle 'all' string input +if ischar(showMarkers) && strcmpi(showMarkers, 'all') + showMarkers = true; +end + +% Process based on input type +if islogical(showMarkers) + if ~showMarkers + markerData = []; + return; + end + % Show all markers + [markerCodes, ~, markerIdx] = unique(markerData(:, 2)); + +elseif isnumeric(showMarkers) + if isempty(showMarkers) + markerData = []; + return; + end + % Show only specified marker codes + [allCodes, ~, tempIdx] = unique(markerData(:, 2)); + markerIdx = nan(size(tempIdx)); + + % Find which requested codes exist + validCodes = showMarkers(ismember(showMarkers, allCodes)); + markerCodes = validCodes(:)'; + + % Map each marker to its position in markerCodes + for i = 1:length(markerCodes) + codeIdx = find(allCodes == markerCodes(i)); + if ~isempty(codeIdx) + markerIdx(tempIdx == codeIdx) = i; + end + end +end + +% Count markers per code +if ~isempty(markerCodes) + numMarkers = zeros(1, length(markerCodes)); + for i = 1:length(markerCodes) + numMarkers(i) = sum(markerIdx == i); + end + + % Warn about too many markers (interactive prompt handled by caller) + if any(numMarkers > tooManyThreshold) && ~isinf(tooManyThreshold) + highIdx = find(numMarkers > tooManyThreshold, 1); + fprintf(2, 'Warning: %d markers for marker code %d (threshold: %d)\n', ... + numMarkers(highIdx), markerCodes(highIdx), tooManyThreshold); + end +end + +end diff --git a/+pf2_base/+tests/+integration/ProcessingContextIntegrationTest.m b/+pf2_base/+tests/+integration/ProcessingContextIntegrationTest.m new file mode 100644 index 00000000..4a23376b --- /dev/null +++ b/+pf2_base/+tests/+integration/ProcessingContextIntegrationTest.m @@ -0,0 +1,295 @@ +classdef ProcessingContextIntegrationTest < matlab.unittest.TestCase + % PROCESSINGCONTEXTINTEGRATIONTEST Integration tests for ProcessingContext with processFNIRS2 + % + % Tests that ProcessingContext is properly used by processFNIRS2 when + % provided as the 'Context' parameter, ensuring isolated processing + % independent of global variable state. + % + % Usage: + % results = runtests('pf2_base.tests.integration.ProcessingContextIntegrationTest'); + + properties (Access = private) + OriginalPF2 + OriginalSetF + SampleData + end + + methods (TestClassSetup) + function loadSampleData(testCase) + % Load sample data once for all tests + testCase.SampleData = pf2.import.sampleData.fNIR2000(); + end + end + + methods (TestMethodSetup) + function saveGlobals(testCase) + % Save original globals before each test + global PF2 setF + testCase.OriginalPF2 = PF2; + testCase.OriginalSetF = setF; + end + end + + methods (TestMethodTeardown) + function restoreGlobals(testCase) + % Close any figures that may have been opened during testing + % (avoids GUI cleanup errors) + figs = findall(0, 'Type', 'figure'); + for i = 1:length(figs) + try + set(figs(i), 'DeleteFcn', ''); % Clear DeleteFcn to avoid errors + close(figs(i)); + catch + % Ignore errors during cleanup + end + end + + % Restore original globals after each test + global PF2 setF + PF2 = testCase.OriginalPF2; + setF = testCase.OriginalSetF; + end + end + + methods (Test) + %% Basic Context Processing Tests + + function testProcessWithContextReturnsData(testCase) + % TESTPROCESSWITHCONTEXTRETURNSDATA Verify processing with context returns valid data + ctx = pf2_base.ProcessingContext.fromGlobals(); + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + testCase.verifyClass(result, 'struct'); + testCase.verifyTrue(isfield(result, 'HbO')); + testCase.verifyTrue(isfield(result, 'HbR')); + end + + function testProcessWithContextPreservesStructure(testCase) + % TESTPROCESSWITHCONTEXTPRESERVESSTRUCTURE Verify output structure is correct + ctx = pf2_base.ProcessingContext.fromGlobals(); + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % Verify all expected fields + testCase.verifyTrue(isfield(result, 'HbO')); + testCase.verifyTrue(isfield(result, 'HbR')); + testCase.verifyTrue(isfield(result, 'HbTotal')); + testCase.verifyTrue(isfield(result, 'HbDiff')); + testCase.verifyTrue(isfield(result, 'CBSI')); + testCase.verifyTrue(isfield(result, 'time')); + testCase.verifyTrue(isfield(result, 'channels')); + testCase.verifyTrue(isfield(result, 'fchMask')); + end + + %% Context Isolation Tests + + function testContextIsolatesFromGlobals(testCase) + % TESTCONTEXTISOLATESFROMGLOBALS Verify context uses its settings, not globals + global PF2 + + % Create context from globals first to get method libraries + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.dpfMode = 'Calc'; + ctx.subjectAge = 25; + + % Now set global to different value + PF2.dpf_mode = 'None'; + PF2.curDPF_age = 99; + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % Result should reflect context settings (Calc mode gives uM units) + testCase.verifyTrue(contains(result.units, 'uM') || contains(result.units, 'µM')); + + % Global should still have the modified value + testCase.verifyEqual(PF2.dpf_mode, 'None'); + end + + function testProcessingDoesNotModifyContext(testCase) + % TESTPROCESSINGDOESNOTMODIFYCONTEXT Verify context is not modified during processing + ctx = pf2_base.ProcessingContext.fromGlobals(); + originalAge = ctx.subjectAge; + originalDPFMode = ctx.dpfMode; + originalBaselineLength = ctx.baselineLength; + + processFNIRS2(testCase.SampleData, 'Context', ctx); + + % Context should be unchanged + testCase.verifyEqual(ctx.subjectAge, originalAge); + testCase.verifyEqual(ctx.dpfMode, originalDPFMode); + testCase.verifyEqual(ctx.baselineLength, originalBaselineLength); + end + + %% DPF Mode Tests + + function testDPFModeNoneFromContext(testCase) + % TESTDPFMODENONEFROMCONTEXT Verify DPF None mode uses context setting + global PF2 + + % Set global to Calc + PF2.dpf_mode = 'Calc'; + + % Create context with None + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.dpfMode = 'None'; + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % With no DPF, units should be mM*mm + testCase.verifyTrue(contains(result.units, 'mM') && contains(result.units, 'mm')); + end + + function testDPFModeFixedFromContext(testCase) + % TESTDPFMODEFIXEDFROMCONTEXT Verify DPF Fixed mode uses context value + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.dpfMode = 'Fixed'; + ctx.dpfFixedValue = 6.0; + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % With Fixed DPF, units should be uM + testCase.verifyTrue(contains(result.units, 'uM') || contains(result.units, 'µM')); + testCase.verifyEqual(result.DPF_factor, 6.0); + end + + %% Baseline Settings Tests + + function testBaselineLengthFromContext(testCase) + % TESTBASELINELENGTHFROMCONTEXT Verify baseline length uses context value + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.baselineLength = 5; % 5 second baseline + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % Result should be valid (baseline was applied) + testCase.verifyFalse(all(isnan(result.HbO(:)))); + end + + function testBaselineStartTimeFromContext(testCase) + % TESTBASELINESTARTTIMEFROMCONTEXT Verify baseline start uses context value + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.baselineStartTime = 2; % Start baseline at t=2 + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + % Result should be valid + testCase.verifyFalse(all(isnan(result.HbO(:)))); + end + + %% Reject Level Tests + + function testRejectLevelFromContext(testCase) + % TESTREJECTLEVELFROMCONTEXT Verify reject level uses context value + global PF2 + + % Set global to 0 (accept all) + PF2.RejectLevel = 0; + + % Create context with higher reject level + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.rejectLevel = 0.5; % Reject channels with fchMask <= 0.5 + + % Create data with some channels having low quality + testData = testCase.SampleData; + testData.fchMask = ones(1, length(testData.fchMask)); + testData.fchMask(1:5) = 0.3; % Mark first 5 channels as low quality + + result = processFNIRS2(testData, 'Context', ctx); + + % First 5 channels should be masked (false in fchMask) + testCase.verifyEqual(result.fchMask(1:5), false(1, 5)); + end + + %% Method Configuration Tests + + function testRawMethodFromContext(testCase) + % TESTRAWMETHODFROMCONTEXT Verify raw method uses context configuration + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.setRawMethod('None'); % Use None method + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + testCase.verifyTrue(isfield(result, 'HbO')); + end + + function testOxyMethodFromContext(testCase) + % TESTOXYMETHODFROMCONTEXT Verify oxy method uses context configuration + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.setOxyMethod('None'); % Use None method + + result = processFNIRS2(testCase.SampleData, 'Context', ctx); + + testCase.verifyTrue(isfield(result, 'HbO')); + end + + %% Parallel Processing Simulation + + function testMultipleContextsIndependent(testCase) + % TESTMULTIPLECONTEXTSINDEPENDENT Verify multiple contexts process independently + % Simulate parallel processing scenario + + ctx1 = pf2_base.ProcessingContext.fromGlobals(); + ctx1.dpfMode = 'Fixed'; + ctx1.dpfFixedValue = 5.0; + + ctx2 = pf2_base.ProcessingContext.fromGlobals(); + ctx2.dpfMode = 'Fixed'; + ctx2.dpfFixedValue = 7.0; + + % Process with different contexts + result1 = processFNIRS2(testCase.SampleData, 'Context', ctx1); + result2 = processFNIRS2(testCase.SampleData, 'Context', ctx2); + + % Verify different DPF values were used + testCase.verifyEqual(result1.DPF_factor, 5.0); + testCase.verifyEqual(result2.DPF_factor, 7.0); + + % HbO values should differ due to different DPF + testCase.verifyNotEqual(result1.HbO(1,1), result2.HbO(1,1)); + end + + %% Parameter Override Tests + + function testExplicitParameterOverridesContext(testCase) + % TESTEXPLICITPARAMETEROVERRIDESCONTEXT Verify explicit params override context + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.baselineLength = 5; + + % Explicit parameter should override context + result = processFNIRS2(testCase.SampleData, 'Context', ctx, 'blLength', 10); + + testCase.verifyTrue(isfield(result, 'HbO')); + end + + function testDPFmodeParameterOverridesContext(testCase) + % TESTDPFMODEPARAMETEROVERRIDESCONTEXT Verify DPFmode parameter overrides context + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.dpfMode = 'Calc'; + + result = processFNIRS2(testCase.SampleData, 'Context', ctx, 'DPFmode', 'None'); + + % Should use None mode from parameter, not Calc from context + testCase.verifyTrue(contains(result.units, 'mM') && contains(result.units, 'mm')); + end + + %% Backward Compatibility Tests + + function testProcessingWithoutContextStillWorks(testCase) + % TESTPROCESSINGWITHOUTCONTEXTSTILLWORKS Verify backward compatibility + result = processFNIRS2(testCase.SampleData); + + testCase.verifyClass(result, 'struct'); + testCase.verifyTrue(isfield(result, 'HbO')); + testCase.verifyTrue(isfield(result, 'HbR')); + end + + function testEmptyContextFallsBackToGlobals(testCase) + % TESTEMPTYCONTEXTFALLSBACKTOGLOBALS Verify empty context uses globals + result = processFNIRS2(testCase.SampleData, 'Context', []); + + testCase.verifyClass(result, 'struct'); + testCase.verifyTrue(isfield(result, 'HbO')); + end + end +end diff --git a/+pf2_base/+tests/+unit/GUIHelpersTest.m b/+pf2_base/+tests/+unit/GUIHelpersTest.m new file mode 100644 index 00000000..5d604b36 --- /dev/null +++ b/+pf2_base/+tests/+unit/GUIHelpersTest.m @@ -0,0 +1,110 @@ +classdef GUIHelpersTest < matlab.unittest.TestCase + % GUIHELPERSTEST Unit tests for GUI helper functions + % + % Tests the new helper functions in +pf2_base/+gui/: + % - getTimeIndices + % - getWavelengthColors + % - filterOptodeTable + % + % Also tests: + % - pf2.data.crop + % - pf2_base.GUIContext + + methods (Test) + function testGetTimeIndices_basic(testCase) + time = (0:0.1:100)'; + [idx, s, e] = pf2_base.gui.getTimeIndices(time, 20, 40); + + testCase.verifyGreaterThan(s, 1); + testCase.verifyGreaterThan(e, s); + testCase.verifyEqual(sum(idx), e - s + 1); + end + + function testGetTimeIndices_emptyTime(testCase) + [idx, s, e] = pf2_base.gui.getTimeIndices([], 20, 40); + + testCase.verifyEmpty(idx); + testCase.verifyEqual(s, 1); + testCase.verifyEqual(e, 1); + end + + function testGetTimeIndices_fullRange(testCase) + time = (0:0.1:100)'; + [idx, ~, ~] = pf2_base.gui.getTimeIndices(time, 0, 100); + + testCase.verifyEqual(sum(idx), length(time)); + end + + function testGetWavelengthColors_basic(testCase) + wavelengths = [730, 850, 730, 850, 730, 850]; + plotIdx = [1, 3, 5]; + [colors, wvs] = pf2_base.gui.getWavelengthColors(wavelengths, plotIdx); + + testCase.verifySize(colors, [3, 3]); + testCase.verifyEqual(length(wvs), 2); + end + + function testGetWavelengthColors_singleWavelength(testCase) + wavelengths = [730, 730, 730, 730]; + plotIdx = [1, 2, 3]; + [colors, wvs] = pf2_base.gui.getWavelengthColors(wavelengths, plotIdx); + + testCase.verifySize(colors, [3, 3]); + % All should be the same color + testCase.verifyEqual(colors(1,:), colors(2,:)); + testCase.verifyEqual(colors(2,:), colors(3,:)); + end + + function testCrop_basic(testCase) + time = (0:0.1:100)'; + data = struct('time', time, 'raw', rand(length(time), 10)); + cropped = pf2.data.crop(data, 20, 40); + + testCase.verifyGreaterThanOrEqual(min(cropped.time), 20); + testCase.verifyLessThanOrEqual(max(cropped.time), 40); + end + + function testCrop_toEnd(testCase) + time = (0:0.1:100)'; + data = struct('time', time, 'raw', rand(length(time), 10)); + cropped = pf2.data.crop(data, 50); + + testCase.verifyGreaterThanOrEqual(min(cropped.time), 50); + testCase.verifyEqual(max(cropped.time), max(time)); + end + + function testGUIContext_creation(testCase) + ctx = pf2_base.GUIContext(); + + testCase.verifyEqual(ctx.dpfMode, 'Calc'); + testCase.verifyEqual(ctx.subjectAge, 25); + testCase.verifyEqual(ctx.baselineLength, 10); + end + + function testGUIContext_setViewWindow(testCase) + ctx = pf2_base.GUIContext(); + ctx.setViewWindow(10, 50); + + testCase.verifyEqual(ctx.view.startTime, 10); + testCase.verifyEqual(ctx.view.endTime, 50); + end + + function testGUIContext_getBaselineStruct(testCase) + ctx = pf2_base.GUIContext(); + ctx.baselineStartTime = 5; + ctx.baselineLength = 15; + + bl = ctx.getBaselineStruct(); + + testCase.verifyEqual(bl.startTime, 5); + testCase.verifyEqual(bl.blLength, 15); + end + + function testFilterOptodeTable_emptyTable(testCase) + [single, roi] = pf2_base.gui.filterOptodeTable(table(), []); + + testCase.verifyEmpty(single); + testCase.verifyEmpty(roi); + end + end +end diff --git a/+pf2_base/+tests/+unit/PlotHelpersTest.m b/+pf2_base/+tests/+unit/PlotHelpersTest.m new file mode 100644 index 00000000..de6e38cb --- /dev/null +++ b/+pf2_base/+tests/+unit/PlotHelpersTest.m @@ -0,0 +1,171 @@ +classdef PlotHelpersTest < matlab.unittest.TestCase + % PLOTHELPERSTEST Unit tests for plot helper functions + % + % Tests the new helper functions in +pf2_base/+plot/: + % - processMarkers + % - processBaseline + % - getOptodePosition + % + % Note: loadProbeInfo is not tested here as it requires device config files. + + methods (Test) + %% processMarkers tests + function testProcessMarkers_showAll(testCase) + fNIR.markers = [1, 10, 0; 2, 20, 0; 3, 10, 0; 4, 30, 0]; + [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, true); + + testCase.verifyEqual(length(codes), 3); % 10, 20, 30 + testCase.verifyEqual(length(idx), 4); + testCase.verifyEqual(sum(counts), 4); + end + + function testProcessMarkers_showNone(testCase) + fNIR.markers = [1, 10, 0; 2, 20, 0]; + [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, false); + + testCase.verifyEmpty(codes); + testCase.verifyEmpty(idx); + end + + function testProcessMarkers_showSpecific(testCase) + fNIR.markers = [1, 10, 0; 2, 20, 0; 3, 10, 0; 4, 30, 0]; + [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, [10, 30]); + + testCase.verifyEqual(length(codes), 2); + testCase.verifyTrue(ismember(10, codes)); + testCase.verifyTrue(ismember(30, codes)); + testCase.verifyFalse(ismember(20, codes)); + end + + function testProcessMarkers_noMarkers(testCase) + fNIR = struct(); % No markers field + [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, true); + + testCase.verifyEmpty(codes); + testCase.verifyEmpty(data); + end + + function testProcessMarkers_emptyMarkers(testCase) + fNIR.markers = []; + [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, true); + + testCase.verifyEmpty(codes); + end + + function testProcessMarkers_allString(testCase) + fNIR.markers = [1, 10, 0; 2, 20, 0]; + [codes, ~, ~, ~] = pf2_base.plot.processMarkers(fNIR, 'all'); + + testCase.verifyEqual(length(codes), 2); + end + + %% processBaseline tests + function testProcessBaseline_noBaseline(testCase) + fNIR.time = (0:0.1:100)'; + fNIR.HbO = rand(length(fNIR.time), 10); + [~, blWin] = pf2_base.plot.processBaseline(fNIR, false); + + testCase.verifyEmpty(blWin); + end + + function testProcessBaseline_defaultBaseline(testCase) + fNIR.time = (0:0.1:100)'; + fNIR.HbO = rand(length(fNIR.time), 10); + fNIR.HbR = rand(length(fNIR.time), 10); + fNIR.HbTotal = rand(length(fNIR.time), 10); + fNIR.HbDiff = rand(length(fNIR.time), 10); + fNIR.CBSI = rand(length(fNIR.time), 10); + [corrected, blWin] = pf2_base.plot.processBaseline(fNIR, true); + + testCase.verifyTrue(isnan(blWin(1))); % start is nan for relative + testCase.verifyEqual(blWin(2), 10); % default 10s + end + + function testProcessBaseline_positiveScalar(testCase) + fNIR.time = (0:0.1:100)'; + fNIR.HbO = rand(length(fNIR.time), 10); + fNIR.HbR = rand(length(fNIR.time), 10); + fNIR.HbTotal = rand(length(fNIR.time), 10); + fNIR.HbDiff = rand(length(fNIR.time), 10); + fNIR.CBSI = rand(length(fNIR.time), 10); + [~, blWin] = pf2_base.plot.processBaseline(fNIR, 15); + + testCase.verifyTrue(isnan(blWin(1))); + testCase.verifyEqual(blWin(2), 15); + end + + function testProcessBaseline_explicitWindow(testCase) + fNIR.time = (0:0.1:100)'; + fNIR.HbO = rand(length(fNIR.time), 10); + fNIR.HbR = rand(length(fNIR.time), 10); + fNIR.HbTotal = rand(length(fNIR.time), 10); + fNIR.HbDiff = rand(length(fNIR.time), 10); + fNIR.CBSI = rand(length(fNIR.time), 10); + [~, blWin] = pf2_base.plot.processBaseline(fNIR, [10, 20]); + + testCase.verifyEqual(blWin(1), 10); + testCase.verifyEqual(blWin(2), 20); + end + + %% getOptodePosition tests + function testGetOptodePosition_basic(testCase) + % Create mock layout + optLayout = cell(1, 3); + optLayout{1} = [0.1, 0.1, 0.2, 0.2]; + optLayout{2} = [0.4, 0.1, 0.2, 0.2]; + optLayout{3} = [0.7, 0.1, 0.2, 0.2]; + + pos = pf2_base.plot.getOptodePosition(optLayout, 1); + + testCase.verifySize(pos, [1, 4]); + % Y should be flipped + expectedY = 1 - 0.1 - 0.2; + testCase.verifyEqual(pos(2), expectedY, 'AbsTol', 0.001); + end + + function testGetOptodePosition_withScale(testCase) + optLayout = cell(1, 1); + optLayout{1} = [0.1, 0.1, 0.2, 0.2]; + + pos = pf2_base.plot.getOptodePosition(optLayout, 1, [0.5, 0.5]); + + % Width/height should be scaled + testCase.verifyEqual(pos(3), 0.2 * 0.5, 'AbsTol', 0.001); + testCase.verifyEqual(pos(4), 0.2 * 0.5, 'AbsTol', 0.001); + end + + function testGetOptodePosition_withOffset(testCase) + optLayout = cell(1, 1); + optLayout{1} = [0.1, 0.1, 0.2, 0.2]; + + pos = pf2_base.plot.getOptodePosition(optLayout, 1, [1, 1], [0.05, 0.05]); + + % Position should include offset + testCase.verifyEqual(pos(1), 0.1 + 0.05, 'AbsTol', 0.001); + end + + function testGetOptodePosition_outOfBounds(testCase) + optLayout = cell(1, 2); + optLayout{1} = [0.1, 0.1, 0.2, 0.2]; + optLayout{2} = [0.4, 0.1, 0.2, 0.2]; + + pos = pf2_base.plot.getOptodePosition(optLayout, 5); + + testCase.verifyEmpty(pos); + end + + function testGetOptodePosition_defaultParams(testCase) + optLayout = cell(1, 1); + optLayout{1} = [0.1, 0.5, 0.3, 0.3]; + + pos = pf2_base.plot.getOptodePosition(optLayout, 1); + + % Check default scale [0.65, 0.9] is applied + testCase.verifyEqual(pos(3), 0.3 * 0.65, 'AbsTol', 0.001); + testCase.verifyEqual(pos(4), 0.3 * 0.9, 'AbsTol', 0.001); + + % Check default offset [0.03, 0] is applied + testCase.verifyEqual(pos(1), 0.1 + 0.03, 'AbsTol', 0.001); + end + end +end diff --git a/+pf2_base/+tests/+unit/ProcessStageOD2HbTest.m b/+pf2_base/+tests/+unit/ProcessStageOD2HbTest.m new file mode 100644 index 00000000..19f6d60b --- /dev/null +++ b/+pf2_base/+tests/+unit/ProcessStageOD2HbTest.m @@ -0,0 +1,262 @@ +classdef ProcessStageOD2HbTest < matlab.unittest.TestCase + % PROCESSSTAGEOD2HBTEST Unit tests for processStageOD2Hb function + % + % Tests the Beer-Lambert conversion from optical density to hemoglobin + % concentrations. + % + % Usage: + % results = runtests('pf2_base.tests.unit.ProcessStageOD2HbTest'); + + properties (Access = private) + SampleData + CurProbe + ODData + end + + methods (TestClassSetup) + function loadSampleData(testCase) + % Load sample data and prepare OD data for testing + testCase.SampleData = pf2.import.sampleData.fNIR2000(); + + global setF + pf2_base.pf2_initialize(); + pf2_base.loadDeviceCfg('fNIR_Devices_fNIR2000.cfg'); + testCase.CurProbe = setF.device.Probe{1}; + + % Generate synthetic OD data for testing + numTimepoints = 1000; + numChannels = size(testCase.CurProbe.TableCh, 1); + testCase.ODData = randn(numTimepoints, numChannels) * 0.01; + end + end + + methods (Test) + %% Basic Functionality Tests + + function testReturnsStruct(testCase) + % TESTRETURNSSTRUCT Verify function returns a struct + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyClass(result, 'struct'); + end + + function testOutputHasRequiredFields(testCase) + % TESTOUTPUTHASREQUIREDFIELDS Verify all expected output fields exist + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyTrue(isfield(result, 'HbO')); + testCase.verifyTrue(isfield(result, 'HbR')); + testCase.verifyTrue(isfield(result, 'HbTotal')); + testCase.verifyTrue(isfield(result, 'HbDiff')); + testCase.verifyTrue(isfield(result, 'CBSI')); + testCase.verifyTrue(isfield(result, 'channels')); + testCase.verifyTrue(isfield(result, 'units')); + testCase.verifyTrue(isfield(result, 'DPF_factor')); + testCase.verifyTrue(isfield(result, 'time')); + end + + function testOutputDimensions(testCase) + % TESTOUTPUTDIMENSIONS Verify output dimensions are correct + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + % Time dimension should match + testCase.verifyEqual(size(result.HbO, 1), 1000); + testCase.verifyEqual(size(result.HbR, 1), 1000); + + % Time vector should be preserved + testCase.verifyEqual(result.time, time); + end + + function testHbTotalIsSum(testCase) + % TESTHBTOTALISSUM Verify HbTotal = HbO + HbR + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyEqual(result.HbTotal, result.HbO + result.HbR, 'AbsTol', 1e-10); + end + + function testHbDiffIsDifference(testCase) + % TESTHBDIFFISDIFFERENCE Verify HbDiff = HbO - HbR + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyEqual(result.HbDiff, result.HbO - result.HbR, 'AbsTol', 1e-10); + end + + %% DPF Mode Tests + + function testDPFModeNone(testCase) + % TESTDPFMODENONE Verify 'None' DPF mode gives mM*mm units + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'None', 5.93, 25); + + testCase.verifyTrue(contains(result.units, 'mM') && contains(result.units, 'mm')); + end + + function testDPFModeFixed(testCase) + % TESTDPFMODEFIXED Verify 'Fixed' DPF mode uses provided value + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + fixedDPF = 6.0; + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Fixed', fixedDPF, 25); + + testCase.verifyEqual(result.DPF_factor, fixedDPF); + testCase.verifyTrue(contains(result.units, 'uM') || contains(result.units, 'µM')); + end + + function testDPFModeCalc(testCase) + % TESTDPFMODECALC Verify 'Calc' DPF mode calculates age-dependent value + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyTrue(contains(result.units, 'uM') || contains(result.units, 'µM')); + % DPF should be calculated (not exactly the default) + testCase.verifyGreaterThan(result.DPF_factor, 0); + end + + function testDifferentAgesGiveDifferentDPF(testCase) + % TESTDIFFERENTAGESGIVEDIFFERENTDPF Verify age affects Calc mode DPF + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result25 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + result60 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 60, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 60); + + % Different ages should give different DPF values + testCase.verifyNotEqual(result25.DPF_factor, result60.DPF_factor); + end + + %% Baseline Tests + + function testDirtyBaselineUsesEntireSignal(testCase) + % TESTDIRTYBASELINEUSESENTIRESIGNAL Verify DirtyBaseline=true uses all data + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + % With DirtyBaseline, baseline struct values should be ignored + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, true, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyFalse(all(isnan(result.HbO(:)))); + end + + function testBaselineStartTimeAffectsResult(testCase) + % TESTBASELINESTARTTIMEAFFECTSRESULT Verify baseline start time is used + time = (0:999)' / 10; + + baseline1 = struct('startTime', 0, 'blLength', 10); + baseline2 = struct('startTime', 20, 'blLength', 10); + + result1 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline1, 'Calc', 5.93, 25); + + result2 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline2, 'Calc', 5.93, 25); + + % Different baseline periods should give different results + testCase.verifyNotEqual(result1.HbO(500, 1), result2.HbO(500, 1)); + end + + function testBaselineLengthAffectsResult(testCase) + % TESTBASELINELENGTHAFFECTSRESULT Verify baseline length is used + time = (0:999)' / 10; + + baseline1 = struct('startTime', 0, 'blLength', 5); + baseline2 = struct('startTime', 0, 'blLength', 20); + + result1 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline1, 'Calc', 5.93, 25); + + result2 = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline2, 'Calc', 5.93, 25); + + % Different baseline lengths should give different results + testCase.verifyNotEqual(result1.HbO(500, 1), result2.HbO(500, 1)); + end + + %% Default Age Fallback Tests + + function testEmptyAgeUsesDefault(testCase) + % TESTEMPTYAGEUSESDEFAULT Verify empty subjectAge falls back to default + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + defaultAge = 30; + + % Pass empty age, should use defaultAge + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, [], false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, defaultAge); + + % Result should be valid + testCase.verifyFalse(all(isnan(result.HbO(:)))); + end + + %% Channel Filtering Tests + + function testOutputChannelsMatch(testCase) + % TESTOUTPUTCHANNELSMATCH Verify channels output matches probe config + time = (0:999)' / 10; + baseline = struct('startTime', 0, 'blLength', 10); + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + % Channels should be the optode numbers that are actual channels + testCase.verifyTrue(~isempty(result.channels)); + testCase.verifyEqual(length(result.channels), size(result.HbO, 2)); + end + + %% Edge Case Tests + + function testShortTimeVector(testCase) + % TESTSHORTTIMEVECTOR Verify function handles short data + shortOD = testCase.ODData(1:100, :); + time = (0:99)' / 10; % 10 seconds at 10 Hz + baseline = struct('startTime', 0, 'blLength', 5); + + result = pf2_base.fnirs.processStageOD2Hb(shortOD, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyEqual(size(result.HbO, 1), 100); + end + + function testBaselineAtEnd(testCase) + % TESTBASELINEATEND Verify baseline can be at end of signal + time = (0:999)' / 10; % 100 seconds + baseline = struct('startTime', 80, 'blLength', 10); % Last 10 seconds + + result = pf2_base.fnirs.processStageOD2Hb(testCase.ODData, time, 25, false, ... + testCase.CurProbe, baseline, 'Calc', 5.93, 25); + + testCase.verifyFalse(all(isnan(result.HbO(:)))); + end + end +end diff --git a/+pf2_base/+tests/+unit/ProcessingContextTest.m b/+pf2_base/+tests/+unit/ProcessingContextTest.m new file mode 100644 index 00000000..fe3dd239 --- /dev/null +++ b/+pf2_base/+tests/+unit/ProcessingContextTest.m @@ -0,0 +1,414 @@ +classdef ProcessingContextTest < matlab.unittest.TestCase + % PROCESSINGCONTEXTTEST Unit tests for ProcessingContext class + % + % Tests the ProcessingContext class which encapsulates processing + % settings as an alternative to global variables. + % + % Usage: + % results = runtests('pf2_base.tests.unit.ProcessingContextTest'); + + properties (Access = private) + OriginalPF2 + OriginalSetF + end + + methods (TestMethodSetup) + function saveGlobals(testCase) + % Save original globals before each test + global PF2 setF + testCase.OriginalPF2 = PF2; + testCase.OriginalSetF = setF; + end + end + + methods (TestMethodTeardown) + function restoreGlobals(testCase) + % Restore original globals after each test + global PF2 setF + PF2 = testCase.OriginalPF2; + setF = testCase.OriginalSetF; + end + end + + methods (Test) + %% Constructor Tests + + function testDefaultConstructor(testCase) + % TESTDEFAULTCONSTRUCTOR Verify default context creation + ctx = pf2_base.ProcessingContext(); + + testCase.verifyClass(ctx, 'pf2_base.ProcessingContext'); + end + + function testDefaultDPFSettings(testCase) + % TESTDEFAULTDPFSETTINGS Verify default DPF values + ctx = pf2_base.ProcessingContext(); + + testCase.verifyEqual(ctx.dpfMode, 'Calc'); + testCase.verifyEqual(ctx.dpfFixedValue, 5.93); + testCase.verifyEqual(ctx.subjectAge, 25); + end + + function testDefaultBaselineSettings(testCase) + % TESTDEFAULTBASELINESETTINGS Verify default baseline values + ctx = pf2_base.ProcessingContext(); + + testCase.verifyEqual(ctx.baselineStartTime, 0); + testCase.verifyEqual(ctx.baselineLength, 10); + testCase.verifyFalse(ctx.useAbsoluteTime); + testCase.verifyFalse(ctx.dirtyBaseline); + end + + function testDefaultMethodSettings(testCase) + % TESTDEFAULTMETHODSETTINGS Verify default method values + ctx = pf2_base.ProcessingContext(); + + testCase.verifyEqual(ctx.rawMethodName, 'None'); + testCase.verifyEqual(ctx.oxyMethodName, 'None'); + end + + function testDefaultQualitySettings(testCase) + % TESTDEFAULTQUALITYSETTINGS Verify default quality values + ctx = pf2_base.ProcessingContext(); + + testCase.verifyEqual(ctx.rejectLevel, 0); + testCase.verifyFalse(ctx.processRejected); + end + + %% Property Validation Tests + + function testDPFModeValidation(testCase) + % TESTDPFMODEVALIDATION Verify DPF mode accepts only valid values + ctx = pf2_base.ProcessingContext(); + + % Valid values should work + ctx.dpfMode = 'None'; + testCase.verifyEqual(ctx.dpfMode, 'None'); + + ctx.dpfMode = 'Fixed'; + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + + ctx.dpfMode = 'Calc'; + testCase.verifyEqual(ctx.dpfMode, 'Calc'); + + % Invalid value should error + testCase.verifyError(@() setfield(ctx, 'dpfMode', 'Invalid'), ... + 'MATLAB:validators:mustBeMember'); + end + + function testDPFFixedValueValidation(testCase) + % TESTDPFFIXEDVALUEVALIDATION Verify positive value required + ctx = pf2_base.ProcessingContext(); + + ctx.dpfFixedValue = 6.0; + testCase.verifyEqual(ctx.dpfFixedValue, 6.0); + + % Negative should error + testCase.verifyError(@() setfield(ctx, 'dpfFixedValue', -1), ... + 'MATLAB:validators:mustBePositive'); + end + + function testRejectLevelValidation(testCase) + % TESTREJECTLEVELVALIDATION Verify reject level in [0, 1] + ctx = pf2_base.ProcessingContext(); + + ctx.rejectLevel = 0.5; + testCase.verifyEqual(ctx.rejectLevel, 0.5); + + ctx.rejectLevel = 0; + testCase.verifyEqual(ctx.rejectLevel, 0); + + ctx.rejectLevel = 1; + testCase.verifyEqual(ctx.rejectLevel, 1); + end + + %% fromGlobals Tests + + function testFromGlobalsCreatesContext(testCase) + % TESTFROMGLOBALSCREATESCONTEXT Verify fromGlobals works + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + testCase.verifyClass(ctx, 'pf2_base.ProcessingContext'); + end + + function testFromGlobalsCopiesDPFSettings(testCase) + % TESTFROMGLOBALSCOPIESDPFSETTINGS Verify DPF settings copied + global PF2 + pf2_base.pf2_initialize(); + + PF2.dpf_mode = 'Fixed'; + PF2.curDPF_fixed = 6.5; + PF2.curDPF_age = 30; + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + testCase.verifyEqual(ctx.dpfFixedValue, 6.5); + testCase.verifyEqual(ctx.subjectAge, 30); + end + + function testFromGlobalsCopiesBaselineSettings(testCase) + % TESTFROMGLOBALSCOPIESBASELINESETTINGS Verify baseline copied + global PF2 + pf2_base.pf2_initialize(); + + PF2.baseline.startTime = 5; + PF2.baseline.blLength = 15; + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + testCase.verifyEqual(ctx.baselineStartTime, 5); + testCase.verifyEqual(ctx.baselineLength, 15); + end + + function testFromGlobalsCopiesMethodLibraries(testCase) + % TESTFROMGLOBALSCOPIESMETHODLIBRARIES Verify methods copied + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + testCase.verifyTrue(isfield(ctx.rawMethodsLib, 'cfg')); + testCase.verifyTrue(isfield(ctx.oxyMethodsLib, 'cfg')); + end + + %% applyToGlobals Tests + + function testApplyToGlobalsWritesDPF(testCase) + % TESTAPPLYTOGLOBALSWRITESDPF Verify DPF written to globals + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext(); + ctx.dpfMode = 'Fixed'; + ctx.dpfFixedValue = 7.0; + ctx.subjectAge = 35; + + ctx.applyToGlobals(); + + testCase.verifyEqual(PF2.dpf_mode, 'Fixed'); + testCase.verifyEqual(PF2.curDPF_fixed, 7.0); + testCase.verifyEqual(PF2.curDPF_age, 35); + end + + function testApplyToGlobalsWritesBaseline(testCase) + % TESTAPPLYTOGLOBALSWRITESBASELINE Verify baseline written + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext(); + ctx.baselineStartTime = 2; + ctx.baselineLength = 8; + + ctx.applyToGlobals(); + + testCase.verifyEqual(PF2.baseline.startTime, 2); + testCase.verifyEqual(PF2.baseline.blLength, 8); + end + + %% Roundtrip Tests + + function testFromGlobalsApplyRoundtrip(testCase) + % TESTFROMGLOBALSAPPLYROUNDTRIP Verify globals -> context -> globals + global PF2 + pf2_base.pf2_initialize(); + + % Set specific values + PF2.dpf_mode = 'Fixed'; + PF2.curDPF_fixed = 6.2; + PF2.curDPF_age = 28; + PF2.baseline.startTime = 3; + PF2.baseline.blLength = 12; + + % Roundtrip + ctx = pf2_base.ProcessingContext.fromGlobals(); + + % Clear globals + PF2.dpf_mode = 'None'; + PF2.curDPF_fixed = 0; + + % Apply back + ctx.applyToGlobals(); + + % Verify restored + testCase.verifyEqual(PF2.dpf_mode, 'Fixed'); + testCase.verifyEqual(PF2.curDPF_fixed, 6.2); + testCase.verifyEqual(PF2.curDPF_age, 28); + end + + %% toStruct / fromStruct Tests + + function testToStructCreatesStruct(testCase) + % TESTTOSTRUCTCREATESSTRUCT Verify toStruct returns struct + ctx = pf2_base.ProcessingContext(); + ctx.dpfMode = 'Fixed'; + ctx.baselineLength = 7; + + s = ctx.toStruct(); + + testCase.verifyClass(s, 'struct'); + testCase.verifyEqual(s.dpfMode, 'Fixed'); + testCase.verifyEqual(s.baselineLength, 7); + end + + function testFromStructRestoresSettings(testCase) + % TESTFROMSTRUCTRESTORESSETTINGS Verify fromStruct restores values + s = struct(); + s.dpfMode = 'Fixed'; + s.dpfFixedValue = 6.0; + s.subjectAge = 40; + s.baselineStartTime = 1; + s.baselineLength = 5; + s.rejectLevel = 0.2; + + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + testCase.verifyEqual(ctx.dpfFixedValue, 6.0); + testCase.verifyEqual(ctx.subjectAge, 40); + testCase.verifyEqual(ctx.baselineStartTime, 1); + testCase.verifyEqual(ctx.baselineLength, 5); + testCase.verifyEqual(ctx.rejectLevel, 0.2); + end + + function testStructRoundtrip(testCase) + % TESTSTRUCTROUNDTRIP Verify context -> struct -> context + ctx1 = pf2_base.ProcessingContext(); + ctx1.dpfMode = 'Fixed'; + ctx1.dpfFixedValue = 5.5; + ctx1.subjectAge = 32; + ctx1.baselineStartTime = 2; + ctx1.baselineLength = 6; + + s = ctx1.toStruct(); + ctx2 = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx2.dpfMode, ctx1.dpfMode); + testCase.verifyEqual(ctx2.dpfFixedValue, ctx1.dpfFixedValue); + testCase.verifyEqual(ctx2.subjectAge, ctx1.subjectAge); + testCase.verifyEqual(ctx2.baselineStartTime, ctx1.baselineStartTime); + testCase.verifyEqual(ctx2.baselineLength, ctx1.baselineLength); + end + + %% Method Setting Tests + + function testSetRawMethodWithLibrary(testCase) + % TESTSETRAWMETHODWITHLIBRARY Verify setRawMethod works + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + % Should work with 'None' which always exists + ctx.setRawMethod('None'); + + testCase.verifyEqual(ctx.rawMethodName, 'None'); + testCase.verifyTrue(isfield(ctx.rawMethod, 'name')); + end + + function testSetOxyMethodWithLibrary(testCase) + % TESTSETOXYMETHODWITHLIBRARY Verify setOxyMethod works + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + % Should work with 'None' which always exists + ctx.setOxyMethod('None'); + + testCase.verifyEqual(ctx.oxyMethodName, 'None'); + testCase.verifyTrue(isfield(ctx.oxyMethod, 'name')); + end + + function testSetRawMethodInvalidErrors(testCase) + % TESTSETRAWMETHODINVALIDERRORS Verify error on invalid method + global PF2 + pf2_base.pf2_initialize(); + + ctx = pf2_base.ProcessingContext.fromGlobals(); + + testCase.verifyError(@() ctx.setRawMethod('NonExistentMethod'), ... + 'ProcessingContext:InvalidMethod'); + end + + function testSetMethodWithoutLibraryErrors(testCase) + % TESTSETMETHODWITHOUTLIBRARYERRORS Verify error without library + ctx = pf2_base.ProcessingContext(); + + testCase.verifyError(@() ctx.setRawMethod('None'), ... + 'ProcessingContext:NoMethodsLoaded'); + end + + %% Isolation Tests + + function testContextsAreIsolated(testCase) + % TESTCONTEXTSAREISOLATED Verify changes to one don't affect another + ctx1 = pf2_base.ProcessingContext(); + ctx2 = pf2_base.ProcessingContext(); + + ctx1.dpfMode = 'Fixed'; + ctx1.subjectAge = 30; + + ctx2.dpfMode = 'None'; + ctx2.subjectAge = 50; + + % Verify isolation + testCase.verifyEqual(ctx1.dpfMode, 'Fixed'); + testCase.verifyEqual(ctx1.subjectAge, 30); + testCase.verifyEqual(ctx2.dpfMode, 'None'); + testCase.verifyEqual(ctx2.subjectAge, 50); + end + + function testFromGlobalsCreatesIndependentCopy(testCase) + % TESTFROMGLOBALSCREATESINDEPENDENTCOPY Verify copy is independent + global PF2 + pf2_base.pf2_initialize(); + + PF2.dpf_mode = 'Calc'; + ctx = pf2_base.ProcessingContext.fromGlobals(); + + % Modify global + PF2.dpf_mode = 'None'; + + % Context should be unchanged + testCase.verifyEqual(ctx.dpfMode, 'Calc'); + end + + %% Handle Semantics Tests + + function testHandleSemantics(testCase) + % TESTHANDLESEMANTICS Verify handle class behavior + ctx1 = pf2_base.ProcessingContext(); + ctx2 = ctx1; % Same object + + ctx1.subjectAge = 99; + + % Both should see the change + testCase.verifyEqual(ctx2.subjectAge, 99); + end + + function testCopyMethodForValueSemantics(testCase) + % TESTCOPYMETHODFORVALUESEMANTICS Verify copy creates new object + ctx1 = pf2_base.ProcessingContext(); + ctx1.subjectAge = 25; + + % To get value semantics, use toStruct/fromStruct + s = ctx1.toStruct(); + ctx2 = pf2_base.ProcessingContext.fromStruct(s); + + ctx1.subjectAge = 99; + + % ctx2 should be unchanged + testCase.verifyEqual(ctx2.subjectAge, 25); + end + end +end + +function result = setfield(obj, fieldName, value) + % Helper to test property assignment errors + obj.(fieldName) = value; + result = obj; +end diff --git a/+pf2_base/GUIContext.m b/+pf2_base/GUIContext.m new file mode 100644 index 00000000..35bd085f --- /dev/null +++ b/+pf2_base/GUIContext.m @@ -0,0 +1,246 @@ +classdef GUIContext < pf2_base.ProcessingContext + % GUICONTEXT Extends ProcessingContext with GUI-specific state + % + % GUIContext adds view settings, stage data, and selection state needed + % by the processFNIRS2 GUI while inheriting all processing settings from + % ProcessingContext. + % + % This class enables the GUI to use a single context object instead of + % multiple global variables, improving testability and maintainability. + % + % Syntax: + % ctx = GUIContext() % Create with defaults + % ctx = GUIContext.fromGlobals() % Create from current global state + % + % Properties (inherited from ProcessingContext): + % dpfMode, dpfFixedValue, subjectAge - DPF settings + % baselineStartTime, baselineLength - Baseline settings + % rawMethod, oxyMethod - Processing methods + % device - Device configuration + % rejectLevel, processRejected - Quality control + % + % Properties (GUI-specific): + % view - View/display settings (time window, y-limits, etc.) + % stages - Processing stage data {raw, processedRaw, OD, Hb, filteredHb} + % data - Current fNIRS data structure + % selectedChannels, selectedWavelengths - Current selections + % processWindowOnly - Process only visible time window + % + % Example: + % % Create GUI context + % ctx = pf2_base.GUIContext(); + % ctx.view.startTime = 0; + % ctx.view.endTime = 100; + % ctx.dpfMode = 'Calc'; + % + % See also: pf2_base.ProcessingContext, processFNIRS2_GUI + + properties + % View settings (time window, y-axis limits, display options) + view struct = struct(... + 'startTime', 0, ... + 'endTime', 100, ... + 'LightAuto', true, ... + 'OxyAuto', true, ... + 'LightMin', 0, ... + 'LightMax', 4096, ... + 'OxyMin', -5, ... + 'OxyMax', 5, ... + 'plotOD', false, ... + 'LightColorAuto', true, ... + 'OxyColorAuto', true) + + % Processing stage data + % {1: raw, 2: processedRaw, 3: OD, 4: Hb, 5: filteredHb} + stages cell = cell(1, 5) + + % Current fNIRS data (time, markers, info, etc.) + data struct = struct() + + % Current selections for display + selectedChannelIndices double = [] + selectedWavelengths double = [] + selectedBiomarkers double = [] % indices into biomarker list + selectedMarkers double = [] + + % Optode table for GUI display + optodeTable = [] + + % Processing options + processWindowOnly (1,1) logical = false + + % Figure and axes handles + figHandle = [] + axesHandles cell = {} + end + + methods + function obj = GUIContext() + % GUICONTEXT Create a new GUI context with defaults + obj@pf2_base.ProcessingContext(); + end + + function setViewWindow(obj, startTime, endTime) + % SETVIEWWINDOW Set the visible time window + % + % Syntax: + % ctx.setViewWindow(0, 60) % View t=0 to t=60 + obj.view.startTime = startTime; + obj.view.endTime = endTime; + end + + function [timeInd, startIdx, endIdx] = getViewIndices(obj) + % GETVIEWINDICES Get indices for current view window + % + % Returns logical and numeric indices into the time vector + % for the current view window settings. + % + % Syntax: + % [timeInd, startIdx, endIdx] = ctx.getViewIndices() + + if isfield(obj.data, 'time') && ~isempty(obj.data.time) + [timeInd, startIdx, endIdx] = pf2_base.gui.getTimeIndices(... + obj.data.time, obj.view.startTime, obj.view.endTime); + else + timeInd = []; + startIdx = 1; + endIdx = 1; + end + end + + function croppedData = getCroppedData(obj, stageNum) + % GETCROPPEDDATA Get stage data cropped to current view window + % + % Syntax: + % data = ctx.getCroppedData(4) % Get cropped Hb data + + if nargin < 2 + stageNum = 5; % Default to filtered Hb + end + + stageData = obj.stages{stageNum}; + if isempty(stageData) + croppedData = []; + return; + end + + % Build temporary struct for cropping + if isstruct(stageData) + tempData = stageData; + else + tempData = struct('raw', stageData); + end + + if ~isfield(tempData, 'time') + tempData.time = obj.data.time; + end + + croppedData = pf2.data.crop(tempData, obj.view.startTime, obj.view.endTime); + end + + function syncFromGlobals(obj) + % SYNCFROMGLOBALS Pull current values from PF2/setF globals + % + % Reads the current global state and updates this context. + % Useful for initializing the context from existing GUI state. + + global PF2 setF + + % Call parent method for processing settings + parentCtx = pf2_base.ProcessingContext.fromGlobals(); + obj.dpfMode = parentCtx.dpfMode; + obj.dpfFixedValue = parentCtx.dpfFixedValue; + obj.subjectAge = parentCtx.subjectAge; + obj.baselineStartTime = parentCtx.baselineStartTime; + obj.baselineLength = parentCtx.baselineLength; + obj.rawMethod = parentCtx.rawMethod; + obj.rawMethodName = parentCtx.rawMethodName; + obj.oxyMethod = parentCtx.oxyMethod; + obj.oxyMethodName = parentCtx.oxyMethodName; + obj.rawMethodsLib = parentCtx.rawMethodsLib; + obj.oxyMethodsLib = parentCtx.oxyMethodsLib; + obj.device = parentCtx.device; + obj.rejectLevel = parentCtx.rejectLevel; + + % Sync GUI-specific state from PF2.GUIPF2 if it exists + if pf2_base.isnestedfield(PF2, 'GUIPF2.view') + obj.view = PF2.GUIPF2.view; + end + + if pf2_base.isnestedfield(PF2, 'GUIPF2.data') + obj.data = PF2.GUIPF2.data; + if isfield(PF2.GUIPF2.data, 'stage') + obj.stages = PF2.GUIPF2.data.stage; + end + end + + if pf2_base.isnestedfield(PF2, 'GUIPF2.processWindowOnly') + obj.processWindowOnly = PF2.GUIPF2.processWindowOnly; + end + + if pf2_base.isnestedfield(PF2, 'GUIPF2.optodeTable') + obj.optodeTable = PF2.GUIPF2.optodeTable; + end + end + + function syncToGlobals(obj) + % SYNCTOGLOBALS Push context values back to global variables + % + % Updates PF2 and setF globals from this context. + % Needed for backward compatibility with code that reads globals. + + global PF2 setF + + % Ensure initialized + if ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); + end + + % Call parent method for processing settings + obj.applyToGlobals(); + + % Sync GUI-specific state to PF2.GUIPF2 + if ~isfield(PF2, 'GUIPF2') + PF2.GUIPF2 = struct(); + end + + PF2.GUIPF2.view = obj.view; + PF2.GUIPF2.processWindowOnly = obj.processWindowOnly; + PF2.GUIPF2.optodeTable = obj.optodeTable; + + % Sync DPF values to GUI-specific fields + PF2.GUIPF2.dpf_mode = obj.dpfMode; + PF2.GUIPF2.curDPF_fixed = obj.dpfFixedValue; + PF2.GUIPF2.curDPF_age = obj.subjectAge; + + % Sync baseline + PF2.GUIPF2.baseline.startTime = obj.baselineStartTime; + PF2.GUIPF2.baseline.blLength = obj.baselineLength; + + % Sync methods + PF2.GUIPF2.stageRawMethod = obj.rawMethod; + PF2.GUIPF2.stageOxyMethod = obj.oxyMethod; + end + + function baseline = getBaselineStruct(obj) + % GETBASELINESTRUCT Get baseline settings as struct for processing + % + % Returns a struct compatible with processStageOD2Hb + baseline = struct(... + 'startTime', obj.baselineStartTime, ... + 'blLength', obj.baselineLength); + end + end + + methods (Static) + function obj = fromGlobals() + % FROMGLOBALS Create a GUIContext from current global state + % + % Syntax: + % ctx = pf2_base.GUIContext.fromGlobals(); + + obj = pf2_base.GUIContext(); + obj.syncFromGlobals(); + end + end +end diff --git a/+pf2_base/ProcessingContext.m b/+pf2_base/ProcessingContext.m new file mode 100644 index 00000000..0602a3fa --- /dev/null +++ b/+pf2_base/ProcessingContext.m @@ -0,0 +1,372 @@ +classdef ProcessingContext < handle + % PROCESSINGCONTEXT Encapsulates all processing settings for fNIRS analysis + % + % ProcessingContext provides an alternative to global variables (PF2, setF) + % for managing processing configuration. It enables: + % - Isolated testing without global state pollution + % - Parallel processing with different settings per worker + % - Reproducible analyses by saving/loading contexts + % - Explicit dependency injection into processing functions + % + % For backward compatibility, functions that accept a Context parameter + % will fall back to reading from globals when no context is provided. + % + % Syntax: + % ctx = ProcessingContext() % Create with defaults + % ctx = ProcessingContext.fromGlobals() % Create from current global state + % + % Properties: + % DPF Settings: + % dpfMode - 'None', 'Fixed', or 'Calc' (default: 'Calc') + % dpfFixedValue - Fixed DPF value (default: 5.93) + % subjectAge - Age for DPF calculation (default: 25) + % + % Baseline Settings: + % baselineStartTime - Baseline start in seconds (default: 0) + % baselineLength - Baseline duration in seconds (default: 10) + % useAbsoluteTime - Use absolute vs relative time (default: false) + % dirtyBaseline - Use entire signal as baseline (default: false) + % + % Method Configuration: + % rawMethodName - Name of raw processing method + % rawMethod - Unpacked raw method struct + % oxyMethodName - Name of oxy processing method + % oxyMethod - Unpacked oxy method struct + % rawMethodsLib - Library of available raw methods + % oxyMethodsLib - Library of available oxy methods + % + % Device Configuration: + % device - Device configuration struct (from setF.device) + % + % Quality Control: + % rejectLevel - Channel rejection threshold (default: 0) + % processRejected - Process rejected channels anyway (default: false) + % + % Output Options: + % outputLegacyMarkers - Output markers in legacy format (default: false) + % + % Example: + % % Create context for testing + % ctx = ProcessingContext(); + % ctx.dpfMode = 'Fixed'; + % ctx.dpfFixedValue = 6.0; + % ctx.baselineLength = 5; + % result = processFNIRS2(data, 'Context', ctx); + % + % % Parallel processing with different ages + % parfor i = 1:numSubjects + % ctx = ProcessingContext.fromGlobals(); + % ctx.subjectAge = ages(i); + % results{i} = processFNIRS2(data{i}, 'Context', ctx); + % end + % + % % Save context for reproducibility + % ctx = ProcessingContext.fromGlobals(); + % save('analysis_settings.mat', 'ctx'); + % + % See also: processFNIRS2, pf2_base.pf2_initialize + + properties + % DPF (Differential Pathlength Factor) settings + dpfMode (1,:) char {mustBeMember(dpfMode, {'None', 'Fixed', 'Calc'})} = 'Calc' + dpfFixedValue (1,1) double {mustBePositive} = 5.93 + subjectAge (1,1) double {mustBePositive} = 25 + + % Baseline settings + baselineStartTime (1,1) double = 0 + baselineLength (1,1) double {mustBeNonnegative} = 10 + useAbsoluteTime (1,1) logical = false + windowStartTime (1,1) double = 0 + dirtyBaseline (1,1) logical = false + + % Method configuration + rawMethodName (1,:) char = 'None' + rawMethod struct = struct() + oxyMethodName (1,:) char = 'None' + oxyMethod struct = struct() + + % Method libraries (loaded from config files) + rawMethodsLib struct = struct() + oxyMethodsLib struct = struct() + + % Device configuration + device struct = struct() + + % Quality control + rejectLevel (1,1) double {mustBeInRange(rejectLevel, 0, 1)} = 0 + processRejected (1,1) logical = false + + % Output options + outputLegacyMarkers (1,1) logical = false + + % Paths + rootPath (1,:) char = '' + end + + methods + function obj = ProcessingContext() + % PROCESSINGCONTEXT Create a new processing context with defaults + % + % The context is initialized with sensible defaults. Use + % fromGlobals() to create a context matching current global state. + + obj.rootPath = pf2_base.pf2_defaultRootPath(); + end + + function setRawMethod(obj, methodName) + % SETRAWMETHOD Set the raw processing method by name + % + % Syntax: + % ctx.setRawMethod('x5_TDDR') + % + % The method must exist in rawMethodsLib. + + if isempty(obj.rawMethodsLib) || ~isfield(obj.rawMethodsLib, 'cfg') + error('ProcessingContext:NoMethodsLoaded', ... + 'No raw methods library loaded. Use fromGlobals() or loadMethods().'); + end + + if ~ismember(methodName, obj.rawMethodsLib.cfg.Sections) + error('ProcessingContext:InvalidMethod', ... + 'Raw method ''%s'' not found. Available: %s', ... + methodName, strjoin(obj.rawMethodsLib.cfg.Sections, ', ')); + end + + obj.rawMethodName = methodName; + obj.rawMethod = pf2_base.pf2_unpackMethod(obj.rawMethodsLib.cfg.(methodName)); + obj.rawMethod.name = methodName; + end + + function setOxyMethod(obj, methodName) + % SETOXYMETHOD Set the oxy processing method by name + % + % Syntax: + % ctx.setOxyMethod('takizawa_easy') + % + % The method must exist in oxyMethodsLib. + + if isempty(obj.oxyMethodsLib) || ~isfield(obj.oxyMethodsLib, 'cfg') + error('ProcessingContext:NoMethodsLoaded', ... + 'No oxy methods library loaded. Use fromGlobals() or loadMethods().'); + end + + if ~ismember(methodName, obj.oxyMethodsLib.cfg.Sections) + error('ProcessingContext:InvalidMethod', ... + 'Oxy method ''%s'' not found. Available: %s', ... + methodName, strjoin(obj.oxyMethodsLib.cfg.Sections, ', ')); + end + + obj.oxyMethodName = methodName; + obj.oxyMethod = pf2_base.pf2_unpackMethod(obj.oxyMethodsLib.cfg.(methodName)); + obj.oxyMethod.name = methodName; + end + + function applyToGlobals(obj) + % APPLYTOGLOBALS Write context settings back to global variables + % + % This is useful when you've configured a context and want to + % use it with GUI functions that read from globals. + % + % Syntax: + % ctx.applyToGlobals() + + global PF2 setF + + % Ensure initialized + if ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); + end + + % DPF settings + PF2.dpf_mode = obj.dpfMode; + PF2.curDPF_fixed = obj.dpfFixedValue; + PF2.curDPF_age = obj.subjectAge; + + % Baseline settings + PF2.baseline.startTime = obj.baselineStartTime; + PF2.baseline.blLength = obj.baselineLength; + PF2.baseline.useAbsoluteTime = obj.useAbsoluteTime; + PF2.baseline.windowStartTime = obj.windowStartTime; + + % Quality control + PF2.RejectLevel = obj.rejectLevel; + + % Output options + PF2.OutputLegacyMarkers = obj.outputLegacyMarkers; + + % Methods (if set) + if ~isempty(obj.rawMethod) && isfield(obj.rawMethod, 'name') + PF2.stageRawMethod = obj.rawMethod; + end + if ~isempty(obj.oxyMethod) && isfield(obj.oxyMethod, 'name') + PF2.stageOxyMethod = obj.oxyMethod; + end + + % Device + if ~isempty(fieldnames(obj.device)) + setF.device = obj.device; + end + end + + function s = toStruct(obj) + % TOSTRUCT Convert context to a plain struct for saving + % + % Syntax: + % s = ctx.toStruct(); + % save('settings.mat', '-struct', 's'); + + s = struct(); + s.dpfMode = obj.dpfMode; + s.dpfFixedValue = obj.dpfFixedValue; + s.subjectAge = obj.subjectAge; + s.baselineStartTime = obj.baselineStartTime; + s.baselineLength = obj.baselineLength; + s.useAbsoluteTime = obj.useAbsoluteTime; + s.windowStartTime = obj.windowStartTime; + s.dirtyBaseline = obj.dirtyBaseline; + s.rawMethodName = obj.rawMethodName; + s.oxyMethodName = obj.oxyMethodName; + s.rejectLevel = obj.rejectLevel; + s.processRejected = obj.processRejected; + s.outputLegacyMarkers = obj.outputLegacyMarkers; + s.rootPath = obj.rootPath; + end + end + + methods (Static) + function obj = fromGlobals() + % FROMGLOBALS Create a ProcessingContext from current global state + % + % Reads PF2 and setF globals and creates a context with matching + % settings. This is useful for: + % - Creating an isolated copy for parallel processing + % - Saving current settings for reproducibility + % - Starting from current settings and modifying + % + % Syntax: + % ctx = ProcessingContext.fromGlobals(); + % + % Example: + % % Save current settings + % ctx = ProcessingContext.fromGlobals(); + % save('my_settings.mat', 'ctx'); + % + % % Modify for parallel processing + % parfor i = 1:N + % ctx = ProcessingContext.fromGlobals(); + % ctx.subjectAge = ages(i); + % results{i} = processFNIRS2(data{i}, 'Context', ctx); + % end + + global PF2 setF + + % Ensure globals are initialized + if ~isfield(PF2, 'myRawMethods') || ~isfield(PF2, 'baseline') + pf2_base.pf2_initialize(); + end + + obj = pf2_base.ProcessingContext(); + + % DPF settings + if isfield(PF2, 'dpf_mode') + obj.dpfMode = PF2.dpf_mode; + end + if isfield(PF2, 'curDPF_fixed') + obj.dpfFixedValue = PF2.curDPF_fixed; + end + if isfield(PF2, 'curDPF_age') + obj.subjectAge = PF2.curDPF_age; + end + + % Baseline settings + if isfield(PF2, 'baseline') + if isfield(PF2.baseline, 'startTime') + obj.baselineStartTime = PF2.baseline.startTime; + end + if isfield(PF2.baseline, 'blLength') + obj.baselineLength = PF2.baseline.blLength; + end + if isfield(PF2.baseline, 'useAbsoluteTime') + obj.useAbsoluteTime = PF2.baseline.useAbsoluteTime; + end + if isfield(PF2.baseline, 'windowStartTime') + obj.windowStartTime = PF2.baseline.windowStartTime; + end + end + + % Quality control + if isfield(PF2, 'RejectLevel') + obj.rejectLevel = PF2.RejectLevel; + end + + % Output options + if isfield(PF2, 'OutputLegacyMarkers') + obj.outputLegacyMarkers = PF2.OutputLegacyMarkers; + end + + % Method libraries + if isfield(PF2, 'myRawMethods') + obj.rawMethodsLib = PF2.myRawMethods; + end + if isfield(PF2, 'myOxyMethods') + obj.oxyMethodsLib = PF2.myOxyMethods; + end + + % Current methods + if isfield(PF2, 'stageRawMethod') + obj.rawMethod = PF2.stageRawMethod; + if isfield(PF2.stageRawMethod, 'name') + obj.rawMethodName = PF2.stageRawMethod.name; + end + end + if isfield(PF2, 'stageOxyMethod') + obj.oxyMethod = PF2.stageOxyMethod; + if isfield(PF2.stageOxyMethod, 'name') + obj.oxyMethodName = PF2.stageOxyMethod.name; + end + end + + % Paths + if isfield(PF2, 'defaultRootPath') + obj.rootPath = PF2.defaultRootPath; + end + + % Device configuration + if isstruct(setF) && isfield(setF, 'device') + obj.device = setF.device; + end + end + + function obj = fromStruct(s) + % FROMSTRUCT Create a ProcessingContext from a saved struct + % + % Syntax: + % s = load('settings.mat'); + % ctx = ProcessingContext.fromStruct(s); + + obj = pf2_base.ProcessingContext(); + + if isfield(s, 'dpfMode'), obj.dpfMode = s.dpfMode; end + if isfield(s, 'dpfFixedValue'), obj.dpfFixedValue = s.dpfFixedValue; end + if isfield(s, 'subjectAge'), obj.subjectAge = s.subjectAge; end + if isfield(s, 'baselineStartTime'), obj.baselineStartTime = s.baselineStartTime; end + if isfield(s, 'baselineLength'), obj.baselineLength = s.baselineLength; end + if isfield(s, 'useAbsoluteTime'), obj.useAbsoluteTime = s.useAbsoluteTime; end + if isfield(s, 'windowStartTime'), obj.windowStartTime = s.windowStartTime; end + if isfield(s, 'dirtyBaseline'), obj.dirtyBaseline = s.dirtyBaseline; end + if isfield(s, 'rawMethodName'), obj.rawMethodName = s.rawMethodName; end + if isfield(s, 'oxyMethodName'), obj.oxyMethodName = s.oxyMethodName; end + if isfield(s, 'rejectLevel'), obj.rejectLevel = s.rejectLevel; end + if isfield(s, 'processRejected'), obj.processRejected = s.processRejected; end + if isfield(s, 'outputLegacyMarkers'), obj.outputLegacyMarkers = s.outputLegacyMarkers; end + if isfield(s, 'rootPath'), obj.rootPath = s.rootPath; end + end + end +end + +function mustBeInRange(value, minVal, maxVal) + % Custom validator for rejectLevel + if value < minVal || value > maxVal + error('Value must be between %g and %g', minVal, maxVal); + end +end diff --git a/CHANGELOG.md b/CHANGELOG.md index d75d0c29..64b1b232 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,7 +1,15 @@ # Changelog ## v0.9 (2026-01-23) -API Standardization & Comprehensive Testing Infrastructure +API Standardization, Testing Infrastructure & Context-Based Processing + +### New Features +- **ProcessingContext class** for isolated, reproducible processing + - Encapsulates all processing settings (DPF, baseline, methods, device) + - Enables parallel processing with different settings per worker + - Supports serialization via `toStruct()`/`fromStruct()` for saving analysis settings + - Pass via `processFNIRS2(data, 'Context', ctx)` parameter +- Moved `processStageOD2Hb` to external function `pf2_base.fnirs.processStageOD2Hb` ### Breaking Changes - **camelCase API migration**: All public API functions now use camelCase naming convention @@ -38,10 +46,13 @@ API Standardization & Comprehensive Testing Infrastructure - `FDRTest` - FDR statistical correction (Benjamini-Hochberg, two-step) - `MethodConfigTest` - Processing method configuration - `AuxDataTest` - Auxiliary data handling +- `ProcessingContextTest` - Context class creation, validation, serialization +- `ProcessStageOD2HbTest` - Beer-Lambert conversion stage testing **Integration Tests:** - `FullPipelineTest` - End-to-end processing pipeline tests - `RoundtripTest` - SNIRF import/export roundtrip validation +- `ProcessingContextIntegrationTest` - Context isolation, parallel processing simulation **Synthetic Data Generators:** - `generateFNIRS` - Realistic raw fNIRS data with HRF, cardiac, respiratory signals @@ -54,6 +65,10 @@ API Standardization & Comprehensive Testing Infrastructure - Added `testing_plan.md` - Comprehensive testing strategy document - Added `golden/README.md` - Golden file infrastructure documentation +### Bug Fixes +- Fixed SNIRF import optode reindexing crash when optode numbers exceed array dimensions +- Fixed SNIRF import channel mapping loop iterating over wrong count (numOpt vs numCh) + ## v0.8.1 (2026-01-23) Documentation & SNIRF Improvements diff --git a/GUI/processFNIRS2_GUI.m b/GUI/processFNIRS2_GUI.m index 7a64196f..f58eb83c 100644 --- a/GUI/processFNIRS2_GUI.m +++ b/GUI/processFNIRS2_GUI.m @@ -58,7 +58,7 @@ function processFNIRS2_GUI_OpeningFcn(hObject, eventdata, handles, varargin) global PF2 global setF -global outputData +global outputData [~,pf2ver,~]=pf2_base.pf2version(); @@ -70,12 +70,13 @@ function processFNIRS2_GUI_OpeningFcn(hObject, eventdata, handles, varargin) %Load default paramaters here if(isempty(PF2)) - pf2_base.pf2_initialize(); + pf2_base.pf2_initialize(); end - -PF2.GUIPF2=struct(); -PF2.GUIPF2.processWindowOnly=false; %GUI option to only process the current window of data +% Initialize GUI context from globals (encapsulates processing settings) +PF2.GUIPF2 = struct(); +PF2.GUIPF2.ctx = pf2_base.GUIContext.fromGlobals(); +PF2.GUIPF2.processWindowOnly = false; %GUI option to only process the current window of data %% @@ -165,14 +166,22 @@ function processFNIRS2_GUI_OpeningFcn(hObject, eventdata, handles, varargin) PF2.stageOxyMethod=pf2_base.pf2_unpackMethod(PF2.myOxyMethods.cfg.(oxyMethodStr)); PF2.stageOxyMethod.name=oxyMethodStr; +% Update context with selected methods +PF2.GUIPF2.ctx.rawMethod = PF2.stageRawMethod; +PF2.GUIPF2.ctx.rawMethodName = rawMethodStr; +PF2.GUIPF2.ctx.oxyMethod = PF2.stageOxyMethod; +PF2.GUIPF2.ctx.oxyMethodName = oxyMethodStr; + PF2.GUIPF2.handles=handles; PF2.GUIPF2.figHandle=handles.figure1; -PF2.GUIPF2.curDPF_age=PF2.curDPF_age; %Default age for differential pathlenght factor calculation. -PF2.GUIPF2.curDPF_fixed=PF2.curDPF_fixed; %Default age for differential pathlenght factor calculation. -PF2.GUIPF2.dpf_mode=PF2.dpf_mode; + +% Legacy fields (for backward compatibility with code not yet using context) +PF2.GUIPF2.curDPF_age=PF2.curDPF_age; +PF2.GUIPF2.curDPF_fixed=PF2.curDPF_fixed; +PF2.GUIPF2.dpf_mode=PF2.dpf_mode; PF2.GUIPF2.baseline=PF2.baseline; -PF2.GUIPF2.baseline.relative2View=false; %GUI option to rebaseline to start of view when moving window, processor intensive +PF2.GUIPF2.baseline.relative2View=false; %GUI option to rebaseline to start of view when moving window PF2.GUIPF2.baseline.blLength=PF2.baseline.blLength; PF2.GUIPF2.stageRawMethod=PF2.stageRawMethod; @@ -507,61 +516,77 @@ function processFNIR_GUI() function outData=processStageOD2Hb(data,subAge) - % Beer-Lambert conversion +% PROCESSSTAGEOD2HB Beer-Lambert conversion (GUI wrapper) +% +% Wraps pf2_base.fnirs.processStageOD2Hb with GUI-specific baseline modes: +% - processWindowOnly: uses current view window for baseline +% - relative2View: calculates baseline relative to view start time global setF global PF2 global outputData +probeIdx = 1; +curProbe = setF.device.Probe{probeIdx}; -probeIdx=1; -curProbe=setF.device.Probe{probeIdx}; +% Determine if we can use standard external function or need GUI-specific logic +useViewRelativeBaseline = PF2.GUIPF2.baseline.relative2View == 1 || PF2.GUIPF2.processWindowOnly; -if(outputData.DirtyBaseline&&~PF2.GUIPF2.processWindowOnly) - baselineSamples=1:length(PF2.GUIPF2.data.time); -elseif(outputData.DirtyBaseline&&PF2.GUIPF2.processWindowOnly) - baselineSamples=PF2.GUIPF2.data.timeInd; -else - if(PF2.GUIPF2.baseline.relative2View==1||PF2.GUIPF2.processWindowOnly) - startTime=PF2.GUIPF2.view.startTime+PF2.GUIPF2.baseline.windowStartTime; - endTime=PF2.GUIPF2.view.startTime+PF2.GUIPF2.baseline.windowStartTime+PF2.GUIPF2.baseline.blLength; - else - startTime=min(PF2.GUIPF2.data.time)+PF2.GUIPF2.baseline.startTime; - endTime=startTime+PF2.GUIPF2.baseline.blLength; +if ~useViewRelativeBaseline + % Standard processing - use external function directly + baseline = struct('startTime', PF2.GUIPF2.baseline.startTime, ... + 'blLength', PF2.GUIPF2.baseline.blLength); + + if isempty(subAge) + subAge = PF2.GUIPF2.curDPF_age; end - startSample=find(PF2.GUIPF2.data.time>=startTime,1); - endSample=find(PF2.GUIPF2.data.time>=endTime,1); - baselineSamples=startSample:endSample; + outData = pf2_base.fnirs.processStageOD2Hb(data, PF2.GUIPF2.data.time, subAge, ... + outputData.DirtyBaseline, curProbe, baseline, ... + PF2.GUIPF2.dpf_mode, PF2.GUIPF2.curDPF_fixed, PF2.GUIPF2.curDPF_age); +else + % GUI-specific: view-relative or window-only baseline + % Must compute baseline samples manually -end + if outputData.DirtyBaseline && ~PF2.GUIPF2.processWindowOnly + baselineSamples = 1:length(PF2.GUIPF2.data.time); + elseif outputData.DirtyBaseline && PF2.GUIPF2.processWindowOnly + baselineSamples = PF2.GUIPF2.data.timeInd; + else + % View-relative baseline calculation + if isfield(PF2.GUIPF2.baseline, 'windowStartTime') + windowStartTime = PF2.GUIPF2.baseline.windowStartTime; + else + windowStartTime = 0; + end + startTime = PF2.GUIPF2.view.startTime + windowStartTime; + endTime = startTime + PF2.GUIPF2.baseline.blLength; + startSample = find(PF2.GUIPF2.data.time >= startTime, 1); + endSample = find(PF2.GUIPF2.data.time >= endTime, 1); + baselineSamples = startSample:endSample; + end -if(strcmp(PF2.GUIPF2.dpf_mode,'None')) - NoPathlength=true; -else - NoPathlength=false; -end + % Determine DPF settings + NoPathlength = strcmp(PF2.GUIPF2.dpf_mode, 'None'); + if strcmp(PF2.GUIPF2.dpf_mode, 'Fixed') + fixedDPF = PF2.GUIPF2.curDPF_fixed; + else + fixedDPF = 0; + end -if(strcmp(PF2.GUIPF2.dpf_mode,'Fixed')) - fixedDPF=PF2.GUIPF2.curDPF_fixed; -else - fixedDPF=0; -end + if isempty(subAge) + subAge = PF2.GUIPF2.curDPF_age; + end -if(isempty(subAge)) - subAge=PF2.GUIPF2.curDPF_age; + % Call bvoxy directly for GUI-specific cases + [outData.HbO, outData.HbR, outData.HbTotal, outData.HbDiff, outData.CBSI, ... + outData.channels, ~, outData.units, outData.DPF_factor] = ... + pf2_base.fnirs.bvoxy(data, curProbe.TableCh.OptodeNumber, ... + curProbe.TableCh.Wavelength, curProbe.TableOpt.SD, baselineSamples, ... + subAge, [], true, 'NoPathlength', NoPathlength, 'DiffPathlengthFactor', fixedDPF); + outData.time = PF2.GUIPF2.data.time; end - -[outData.HbO, outData.HbR, outData.HbTotal, outData.HbDiff,outData.CBSI,outData.channels,~,outData.units,outData.DPF_factor]=... - pf2_base.fnirs.bvoxy(data,curProbe.TableCh.OptodeNumber,curProbe.TableCh.Wavelength,curProbe.TableOpt.SD,baselineSamples,subAge,[],true,'NoPathlength',NoPathlength,'DiffPathlengthFactor',fixedDPF); -outData.time=PF2.GUIPF2.data.time; - - %BASELINE - %START/END -%[fNIR.oxy,fNIR.bv_805,fNIR.bv,fNIR.hbo,fNIR.hbr] = bvoxy (1,min(se,60),ss,se,fNIR.fin.raw_730,fNIR.fin.raw_805,fNIR.fin.raw_850); - -%outData=data; @@ -1366,26 +1391,8 @@ function updatePlots(handles) time=PF2.GUIPF2.data.time; -startInd=find(PF2.GUIPF2.view.startTime<=time); -if(isempty(startInd)) - startInd=1; -else - startInd=startInd(1); -end -endInd=find(PF2.GUIPF2.view.endTime<=time); -if(isempty(endInd)) - endInd=length(time); -else - endInd=endInd(1); -end -if(endInd=startInd&inds<=endInd; +% Use helper function for time index calculation +[timeInd, startInd, endInd] = pf2_base.gui.getTimeIndices(time, PF2.GUIPF2.view.startTime, PF2.GUIPF2.view.endTime); @@ -1492,18 +1499,10 @@ function updatePlots(handles) num2Plot=length(plotIdx); if(PF2.GUIPF2.view.LightColorAuto) - [wvUnique]=sort(unique(round(PF2.curWvSet))); - wvUnique(isnan(wvUnique))=[]; - cc=lines(length(wvUnique));%linspecer(length(wvUnique),'qualitative'); - - rInd=zeros(1,num2Plot); - for i=1:length(wvUnique) - rInd=rInd+(PF2.curWvSet(plotIdx)==wvUnique(i)).*i; - - end - cIndex=cc(rInd,:); + % Use helper for wavelength-based coloring + [cIndex, ~] = pf2_base.gui.getWavelengthColors(PF2.curWvSet, plotIdx); else - cc=lines(num2Plot);%linspecer(num2Plot,'qualitative'); + cc=lines(num2Plot); cIndex=cc; end @@ -1599,23 +1598,15 @@ function updatePlots(handles) num2Plot=length(plotIdx); if(PF2.GUIPF2.view.LightColorAuto) - [wvUnique]=sort(unique(round(PF2.curWvSet))); - wvUnique(isnan(wvUnique))=[]; - cc=lines(length(wvUnique));%linspecer(length(wvUnique),'qualitative'); - - rInd=zeros(1,num2Plot); - for i=1:length(wvUnique) - rInd=rInd+(PF2.curWvSet(plotIdx)==wvUnique(i)).*i; - - end - cIndex=cc(rInd,:); + % Use helper for wavelength-based coloring + [cIndex, ~] = pf2_base.gui.getWavelengthColors(PF2.curWvSet, plotIdx); else - cc=lines(num2Plot);%linspecer(num2Plot,'qualitative'); + cc=lines(num2Plot); cIndex=cc; end - + for i=1:num2Plot h=plot(stageAxesHandles{2},PF2.GUIPF2.data.time(timeInd),data(timeInd,plotIdx(i)),'color',cIndex(i,:)); set(h,'Tag',sprintf('Ch%i_%inm',PF2.curChSet(plotIdx(i)),PF2.curWvSet(plotIdx(i)))); @@ -2837,27 +2828,9 @@ function plotOxyArranged(handles,preProcessed) time=PF2.GUIPF2.data.time; -startInd=find(PF2.GUIPF2.view.startTime<=time); -if(isempty(startInd)) - startInd=1; -else - startInd=startInd(1); -end -endInd=find(PF2.GUIPF2.view.endTime<=time); -if(isempty(endInd)) - endInd=length(time); -else - endInd=endInd(1); -end - -if(endInd=startInd&inds<=endInd; if(preProcessed) data=PF2.GUIPF2.data.stage{4}; else @@ -3027,30 +3000,8 @@ function plotRawArranged(handles,preProcessed,plotIntensity) time=PF2.GUIPF2.data.time; -startInd=find(PF2.GUIPF2.view.startTime<=time); -if(isempty(startInd)) - startInd=1; -else - startInd=startInd(1); -end -endInd=find(PF2.GUIPF2.view.endTime<=time); -if(isempty(endInd)) - endInd=length(time); -else - endInd=endInd(1); -end -if(endInd=startInd&inds<=endInd; +% Use helper function for time index calculation +[timeInd, ~, ~] = pf2_base.gui.getTimeIndices(time, PF2.GUIPF2.view.startTime, PF2.GUIPF2.view.endTime); if(preProcessed==true) data=PF2.GUIPF2.data.stage{1}; @@ -3101,18 +3052,10 @@ function plotRawArranged(handles,preProcessed,plotIntensity) num2Plot=length(plotIdx); if(PF2.GUIPF2.view.LightColorAuto) - [wvUnique]=sort(unique(round(PF2.curWvSet))); - wvUnique(isnan(wvUnique))=[]; - cc=lines(length(wvUnique));%linspecer(length(wvUnique),'qualitative'); - - rInd=zeros(1,num2Plot); - for i=1:length(wvUnique) - rInd=rInd+(PF2.curWvSet(plotIdx)==wvUnique(i)).*i; - - end - cIndex=cc(rInd,:); + % Use helper for wavelength-based coloring + [cIndex, ~] = pf2_base.gui.getWavelengthColors(PF2.curWvSet, plotIdx); else - cc=lines(num2Plot);%linspecer(num2Plot,'qualitative'); + cc=lines(num2Plot); cIndex=cc; end diff --git a/README.md b/README.md index b0355124..a00cead1 100644 --- a/README.md +++ b/README.md @@ -112,6 +112,33 @@ myrawprocessed = pf2.process.processRaw(mydata); myoxyprocessed = pf2.process.processOxy(myrawprocessed); ``` +### Context-Based Processing +For isolated, reproducible processing (useful for testing, parallel processing, or saving analysis settings): +```matlab +% Create a context from current settings +ctx = pf2_base.ProcessingContext.fromGlobals(); + +% Modify settings without affecting globals +ctx.dpfMode = 'Fixed'; +ctx.dpfFixedValue = 6.0; +ctx.baselineLength = 5; +ctx.setRawMethod('x5_TDDR'); +ctx.setOxyMethod('takizawa_easy'); + +% Process with isolated settings +result = processFNIRS2(mydata, 'Context', ctx); + +% Save settings for reproducibility +save('my_analysis_settings.mat', '-struct', ctx.toStruct()); + +% Parallel processing with different ages +parfor i = 1:numSubjects + ctx = pf2_base.ProcessingContext.fromGlobals(); + ctx.subjectAge = ages(i); + results{i} = processFNIRS2(data{i}, 'Context', ctx); +end +``` + ### Visualization and Export Visualize and export your processed data: ```matlab diff --git a/processFNIRS2.m b/processFNIRS2.m index cd819561..2bfe4e4b 100644 --- a/processFNIRS2.m +++ b/processFNIRS2.m @@ -70,6 +70,7 @@ addParameter(p,'FixedDPF',PF2.curDPF_fixed,validScalarPosNum); %set default uniwavelength DPF addParameter(p,'DPFmode',PF2.dpf_mode,validDPFmode); %set role of DPF in mBLL calculations addParameter(p,'RejectLevel',PF2.RejectLevel,@(x) isnumeric(x)&&isscalar(x)&&x<1&&x>=0); %set the level at which a channel is rejected (fChMask) +addParameter(p,'Context',[],@(x) isempty(x) || isa(x, 'pf2_base.ProcessingContext')); %optional ProcessingContext for isolated processing addParameter(p,'ImportOxyMethods','NA',@ischar); %Path for Oxy methods cfg file to import @@ -77,6 +78,10 @@ parse(p,varargin{:}); +% Handle ProcessingContext if provided +ctx = p.Results.Context; +useContext = ~isempty(ctx); + outputData.ProcessOxy=~p.Results.SkipOxy; outputData.ProcessRaw=~p.Results.SkipRaw; outputData.OutputPreProcessedRaw=p.Results.SkipOD; @@ -105,7 +110,8 @@ cfgFilePath=''; end -ShowGUI=p.Results.ShowGUI||isempty(varargin)||(nargout==0&&~isempty(data)); +% Don't show GUI if Context is provided (context implies headless processing) +ShowGUI=p.Results.ShowGUI||isempty(varargin)||(nargout==0&&~isempty(data)&&isempty(p.Results.Context)); if(isfield(data,'probeinfo')&&~isempty(data.probeinfo)) setF.device=data.probeinfo; @@ -157,40 +163,104 @@ return end -PF2.baseline.startTime=p.Results.blStartTime; -PF2.baseline.blLength=p.Results.blLength; +% Apply settings - use context if provided, otherwise use parameters/globals +if useContext + % Use context settings (isolated from globals) + ctxBaseline.startTime = ctx.baselineStartTime; + ctxBaseline.blLength = ctx.baselineLength; + ctxDPF_fixed = ctx.dpfFixedValue; + ctxDPF_age = ctx.subjectAge; + ctxDPF_mode = ctx.dpfMode; + ctxRejectLevel = ctx.rejectLevel; -outputData.DirtyBaseline=p.Results.DirtyBaseline||PF2.baseline.blLength==0; + % Override with explicit parameters if provided + if ~any(strcmp(p.UsingDefaults, 'blStartTime')) + ctxBaseline.startTime = p.Results.blStartTime; + end + if ~any(strcmp(p.UsingDefaults, 'blLength')) + ctxBaseline.blLength = p.Results.blLength; + end + if ~any(strcmp(p.UsingDefaults, 'FixedDPF')) + ctxDPF_fixed = p.Results.FixedDPF; + end + if ~any(strcmp(p.UsingDefaults, 'defaultSubjectAge')) + ctxDPF_age = p.Results.defaultSubjectAge; + end + if ~any(strcmp(p.UsingDefaults, 'DPFmode')) + ctxDPF_mode = p.Results.DPFmode; + end + if ~any(strcmp(p.UsingDefaults, 'RejectLevel')) + ctxRejectLevel = p.Results.RejectLevel; + end + outputData.DirtyBaseline = ctx.dirtyBaseline || p.Results.DirtyBaseline || ctxBaseline.blLength == 0; -PF2.curDPF_fixed=p.Results.FixedDPF; -PF2.curDPF_age=p.Results.defaultSubjectAge; -PF2.dpf_mode=p.Results.DPFmode; + % Get methods from context + if isfield(ctx.rawMethod, 'F') && ~isempty(ctx.rawMethod.F) + ctxRawMethod = ctx.rawMethod; + else + % Fall back to 'None' method + ctxRawMethod = pf2_base.pf2_unpackMethod(PF2.myRawMethods.cfg.None); + ctxRawMethod.name = 'None'; + end -rawMethodStr=p.Results.Raw_Method; -oxyMethodStr=p.Results.Oxy_Method; + if isfield(ctx.oxyMethod, 'F') && ~isempty(ctx.oxyMethod.F) + ctxOxyMethod = ctx.oxyMethod; + else + % Fall back to 'None' method + ctxOxyMethod = pf2_base.pf2_unpackMethod(PF2.myOxyMethods.cfg.None); + ctxOxyMethod.name = 'None'; + end -if(pf2_base.isnestedfield(PF2,sprintf('myRawMethods.cfg.%s',rawMethodStr))) - if(pf2_base.isnestedfield(PF2,'stageRawMethod.name')&&~strcmpi(PF2.stageRawMethod.name,rawMethodStr)) - fprintf('Setting Raw Method to: %s\n',rawMethodStr); + % Use device from context if available + if ~isempty(fieldnames(ctx.device)) + setF.device = ctx.device; end - - PF2.stageRawMethod=pf2_base.pf2_unpackMethod(PF2.myRawMethods.cfg.(rawMethodStr)); - PF2.stageRawMethod.name=rawMethodStr; else - error('Unable to find method named: %s',oxyMethodStr); -end + % Original behavior - use globals + PF2.baseline.startTime=p.Results.blStartTime; + PF2.baseline.blLength=p.Results.blLength; + ctxBaseline = PF2.baseline; + outputData.DirtyBaseline=p.Results.DirtyBaseline||PF2.baseline.blLength==0; -if(pf2_base.isnestedfield(PF2,sprintf('myOxyMethods.cfg.%s',oxyMethodStr))) - if(pf2_base.isnestedfield(PF2,'stageOxyMethod.name')&&~strcmpi(PF2.stageOxyMethod.name,oxyMethodStr)) - fprintf('Setting Oxy Method to: %s\n',oxyMethodStr); + + PF2.curDPF_fixed=p.Results.FixedDPF; + PF2.curDPF_age=p.Results.defaultSubjectAge; + PF2.dpf_mode=p.Results.DPFmode; + ctxDPF_fixed = PF2.curDPF_fixed; + ctxDPF_age = PF2.curDPF_age; + ctxDPF_mode = PF2.dpf_mode; + ctxRejectLevel = PF2.RejectLevel; + + rawMethodStr=p.Results.Raw_Method; + oxyMethodStr=p.Results.Oxy_Method; + + if(pf2_base.isnestedfield(PF2,sprintf('myRawMethods.cfg.%s',rawMethodStr))) + if(pf2_base.isnestedfield(PF2,'stageRawMethod.name')&&~strcmpi(PF2.stageRawMethod.name,rawMethodStr)) + fprintf('Setting Raw Method to: %s\n',rawMethodStr); + end + + PF2.stageRawMethod=pf2_base.pf2_unpackMethod(PF2.myRawMethods.cfg.(rawMethodStr)); + PF2.stageRawMethod.name=rawMethodStr; + else + error('Unable to find method named: %s',rawMethodStr); end - - PF2.stageOxyMethod=pf2_base.pf2_unpackMethod(PF2.myOxyMethods.cfg.(oxyMethodStr)); - PF2.stageOxyMethod.name=oxyMethodStr; -else - error('Unable to find method named: %s',oxyMethodStr); + + + if(pf2_base.isnestedfield(PF2,sprintf('myOxyMethods.cfg.%s',oxyMethodStr))) + if(pf2_base.isnestedfield(PF2,'stageOxyMethod.name')&&~strcmpi(PF2.stageOxyMethod.name,oxyMethodStr)) + fprintf('Setting Oxy Method to: %s\n',oxyMethodStr); + end + + PF2.stageOxyMethod=pf2_base.pf2_unpackMethod(PF2.myOxyMethods.cfg.(oxyMethodStr)); + PF2.stageOxyMethod.name=oxyMethodStr; + else + error('Unable to find method named: %s',oxyMethodStr); + end + + ctxRawMethod = PF2.stageRawMethod; + ctxOxyMethod = PF2.stageOxyMethod; end @@ -366,7 +436,7 @@ curOptTable=curProbe.TableOpt; - rawMask=ismember(channelNumbers,curProbe.TableOpt.OptodeNum(reshape(fData.fchMask>PF2.RejectLevel|outputData.ProcessRejected,1,numOptodes))); + rawMask=ismember(channelNumbers,curProbe.TableOpt.OptodeNum(reshape(fData.fchMask>ctxRejectLevel|outputData.ProcessRejected,1,numOptodes))); %varargout=processFNIRdata(); @@ -377,9 +447,9 @@ if(outputData.ProcessRaw) - [fData.stage{3},fData.stage{2}]=pf2_base.fnirs.processStageRaw2OD(PF2.stageRawMethod,fData.stage{1},fData.fs,fData.time,rawMask,fMarkers,fAux,channelNumbers,wavelengths,curOptTable,data); % Raw data processing + [fData.stage{3},fData.stage{2}]=pf2_base.fnirs.processStageRaw2OD(ctxRawMethod,fData.stage{1},fData.fs,fData.time,rawMask,fMarkers,fAux,channelNumbers,wavelengths,curOptTable,data); % Raw data processing if(outputData.ProcessOxy) - fData.stage{4}=processStageOD2Hb(fData.stage{3},fData.time,fData.info.Age,outputData.DirtyBaseline,curProbe); % Beer-Lambert conversion + fData.stage{4}=pf2_base.fnirs.processStageOD2Hb(fData.stage{3},fData.time,fData.info.Age,outputData.DirtyBaseline,curProbe,ctxBaseline,ctxDPF_mode,ctxDPF_fixed,ctxDPF_age); % Beer-Lambert conversion end if(pf2_base.isnestedfield(fData,'ROI.info')) fData.stage{4}.ROI.info=fData.ROI.info; %Regenerate from info @@ -395,12 +465,12 @@ end end if(outputData.ProcessOxy) - fData.stage{4}.fchMask=fData.fchMask>PF2.RejectLevel; + fData.stage{4}.fchMask=fData.fchMask>ctxRejectLevel; fData.stage{4}.Aux=fData.Aux; fData.stage{4}.markers=fData.markers; fData.stage{4}.time=fData.time; - - fData.stage{5}=pf2_base.fnirs.processStageFilterHb(PF2.stageOxyMethod,fData.stage{4},fData.fs,curOptTable,outputData.ProcessRejected); % Oxy data processing + + fData.stage{5}=pf2_base.fnirs.processStageFilterHb(ctxOxyMethod,fData.stage{4},fData.fs,curOptTable,outputData.ProcessRejected); % Oxy data processing else %fData.stage{5}=fData.stage{4}; end @@ -477,55 +547,7 @@ end -function outData=processStageOD2Hb(data,time,subjectAge,DirtyBaseline,curProbe) - % Beer-Lambert conversion - - -global PF2 - -if(strcmp(PF2.dpf_mode,'None')) - NoPathlength=true; -else - NoPathlength=false; -end - -if(strcmp(PF2.dpf_mode,'Fixed')) - fixedDPF=PF2.curDPF_fixed; -else - fixedDPF=0; -end - -if(isempty(subjectAge)) - subjectAge=PF2.curDPF_age; -end - -if(DirtyBaseline) %use nanmean of entire segment asa baseline - baselineSamples=1:length(time); -else - startTime=min(time)+PF2.baseline.startTime; - endTime=startTime+PF2.baseline.blLength; - - startSample=find(time>=startTime,1); - endSample=find(time>=endTime,1); - baselineSamples=startSample:endSample; -end - - -curTableOpt=curProbe.TableOpt; -curTableCh=curProbe.TableCh; - -data=data(:,curTableCh.isCh); -curTableCh=curTableCh(curTableCh.isCh,:); - -[outData.HbO, outData.HbR, outData.HbTotal, outData.HbDiff,outData.CBSI,outData.channels,~,outData.units,outData.DPF_factor]=... - pf2_base.fnirs.bvoxy(data,curTableCh.OptodeNumber,curTableCh.Wavelength,curTableOpt.SD,baselineSamples,subjectAge,[],true,'NoPathlength',NoPathlength,'DiffPathlengthFactor',fixedDPF); -outData.time=time; - %BASELINE - %START/END -%[fNIR.oxy,fNIR.bv_805,fNIR.bv,fNIR.hbo,fNIR.hbr] = bvoxy (1,min(se,60),ss,se,fNIR.fin.raw_730,fNIR.fin.raw_805,fNIR.fin.raw_850); - -%outData=data; -end +% processStageOD2Hb moved to pf2_base.fnirs.processStageOD2Hb From cbc2e25e354f6285bda867daf03481d1fa13209b Mon Sep 17 00:00:00 2001 From: Adrian Curtin <48138055+AdrianCurtin@users.noreply.github.com> Date: Fri, 23 Jan 2026 19:19:35 -0500 Subject: [PATCH 02/71] Refactor plotting functions to use flexible argument parsing Updated oxy, raw, and roi plotting functions to use a unified input signature with flexible positional and name-value argument parsing. This improves usability, supports legacy options, and allows for more robust handling of channels/ROIs and plotting options. Documentation and input validation were also improved for clarity and consistency. --- +pf2/+data/+plot/auxData.m | 398 ++++------ +pf2/+data/+plot/oxy.m | 183 +++-- +pf2/+data/+plot/raw.m | 202 +++--- +pf2/+data/+plot/roi.m | 200 ++--- +pf2/+methods/+oxy/Contents.m | 11 +- +pf2/+methods/+oxy/addFunction.m | 143 ++++ +pf2/+methods/+oxy/create.m | 148 ++++ +pf2/+methods/+raw/Contents.m | 10 +- +pf2/+methods/+raw/addFunction.m | 146 ++++ +pf2/+methods/+raw/create.m | 155 ++++ +pf2/+methods/Contents.m | 6 +- +pf2/+probe/+plot/arrangedValues.m | 14 + +pf2/+probe/+plot/imageROIvalues.m | 117 +-- +pf2/+probe/+plot/imageValues.m | 14 + +pf2/+probe/+plot/interpolateROIvalues.m | 14 + +pf2/+probe/+plot/interpolateValues.m | 14 + +pf2/+probe/+plot/interpolateValues3D.m | 16 +- +pf2_base/+plot/addProcessingInfoTitle.m | 58 ++ +pf2_base/+plot/saveFigure.m | 123 ++++ +pf2_base/ArgumentType.m | 152 ++++ +pf2_base/cleanNameForINI.m | 101 +++ CHANGELOG.md | 21 + ...sFNIRS2_configureMethods_functionAddEdit.m | 684 ------------------ GUI/.!36671!processFNIRS2_configureMethods.m | 486 ------------- GUI/probeCheckGUI.m | 326 ++++++--- README.md | 24 +- processFNIRS2.m | 57 +- 27 files changed, 1981 insertions(+), 1842 deletions(-) create mode 100644 +pf2/+methods/+oxy/addFunction.m create mode 100644 +pf2/+methods/+oxy/create.m create mode 100644 +pf2/+methods/+raw/addFunction.m create mode 100644 +pf2/+methods/+raw/create.m create mode 100644 +pf2_base/+plot/addProcessingInfoTitle.m create mode 100644 +pf2_base/+plot/saveFigure.m create mode 100644 +pf2_base/ArgumentType.m create mode 100644 +pf2_base/cleanNameForINI.m delete mode 100644 GUI/.!36670!processFNIRS2_configureMethods_functionAddEdit.m delete mode 100644 GUI/.!36671!processFNIRS2_configureMethods.m diff --git a/+pf2/+data/+plot/auxData.m b/+pf2/+data/+plot/auxData.m index 7b6f74cc..98a69e2d 100644 --- a/+pf2/+data/+plot/auxData.m +++ b/+pf2/+data/+plot/auxData.m @@ -1,4 +1,4 @@ -function [ figHandle ] = auxData(fNIR,rois2plot,showMarkers,bioMlist,baseline,ylimit,lineProps,rejectedLineProps) +function [ figHandle ] = auxData(fNIR, varargin) % AUXDATA Plot auxiliary temporal data alongside ROI hemoglobin signals % % Creates time series plots combining auxiliary data (accelerometer, @@ -8,62 +8,105 @@ % % Syntax: % pf2.data.plot.auxData(fNIR) -% pf2.data.plot.auxData(fNIR, rois2plot) -% pf2.data.plot.auxData(fNIR, rois2plot, showMarkers, bioMlist) -% pf2.data.plot.auxData(fNIR, rois2plot, showMarkers, bioMlist, baseline, ylimit) -% figHandle = pf2.data.plot.auxData(..., lineProps, rejectedLineProps) +% pf2.data.plot.auxData(fNIR, rois) % Specific ROIs +% pf2.data.plot.auxData(fNIR, ..., Name, Value) % With options % % Inputs: -% fNIR - fNIRS data structure with ROI and Aux fields [struct] -% Must contain 'ROI' field with 'info' table and -% biomarker data, plus auxiliary data to display. -% rois2plot - ROIs to display [numeric | cell | char | 'all'] -% (default: all ROIs) Can be numeric indices, logical -% array, ROI names as cell array, or 'all'. -% showMarkers - Display event markers [logical | numeric | 'all'] -% (default: true) If numeric, specifies marker codes. -% bioMlist - Biomarkers to plot [cell array of strings | 'all'] -% (default: {'HbO', 'HbR'}) -% Options: 'HbO', 'HbR', 'HbDiff', 'HbTotal', 'CBSI' -% baseline - Baseline correction specification [numeric | struct | logical] -% (default: false, no baseline) -% - Positive number: baseline duration from start (seconds) -% - Negative number: baseline from end of recording -% - [start, end]: explicit baseline window -% - fNIRS struct: use as baseline reference -% - true: use default 10s baseline -% ylimit - Y-axis limits [1x2 numeric | scalar] -% (default: auto from data range) -% Scalar value creates symmetric limits [-val, val]. -% lineProps - Line properties for good data [cell array] -% (default: {'LineWidth', 1}) -% rejectedLineProps - Line properties for rejected channels [cell array] -% (default: {'--', 'LineWidth', 1}) +% fNIR - fNIRS data structure with ROI and Aux fields [struct] +% Must contain 'ROI' field with 'info' table and +% biomarker data, plus auxiliary data to display. +% rois - (optional) ROIs to plot: numeric, logical, cell, or 'all' % -% Outputs: -% figHandle - Handle to the created figure [figure handle] -% Only returned when output argument is requested. +% Options (Name-Value): +% 'markers' - true (default), false, or numeric array of codes +% 'biomarkers' - {'HbO','HbR'} (default), or 'all', or specific list +% 'baseline' - false (default), or seconds, or [start,end] +% 'ylim' - [] (auto), or [min max] +% 'interactive' - true (default), false to skip prompts (for batch/headless) +% 'savePath' - '' (default), filename to save figure (.png, .pdf, .fig) +% 'saveWidth' - [] (default), figure width in pixels +% 'saveHeight' - [] (default), figure height in pixels +% 'saveDPI' - 150 (default), resolution for raster formats % % Example: -% % Load data with auxiliary channels -% data = pf2.import.importNIR('datafile.nir'); -% processed = processFNIRS2(data); -% -% % Build ROIs and plot with auxiliary data -% processed = pf2.probe.roi.Build(processed, {{1:9, 'PFC'}}); -% pf2.data.plot.auxData(processed); -% -% % Plot specific ROI with baseline and markers -% pf2.data.plot.auxData(processed, 'PFC', true, {'HbO','HbR'}, 10, [-2 2]); -% -% Notes: -% - Requires ROI field to be populated (see pf2.probe.roi.Build) -% - Auxiliary data displayed depends on what is available in fNIR.Aux -% - Rejected channels indicated with 'X' or '~' markers -% - Data cursor mode enabled for interactive value inspection +% pf2.data.plot.auxData(data) % Simple +% pf2.data.plot.auxData(data, 'FrontalL') % ROI by name +% pf2.data.plot.auxData(data, 1:2) % ROIs 1-2 +% pf2.data.plot.auxData(data, 'baseline', 10) % With 10s baseline +% pf2.data.plot.auxData(data, 1, 'ylim', [-2 2]) % ROI 1, fixed y-axis % % See also: pf2.data.plot.roi, pf2.data.plot.oxy, pf2.probe.roi.Build +% Validate fNIR input +if ~isstruct(fNIR) + error('pf2:InvalidInput', 'First argument must be a fNIRS data structure'); +end + +% Parameter names for detection +paramNames = {'markers', 'showmarkers', 'biomarkers', 'biomlist', 'baseline', ... + 'ylim', 'ylimit', 'lineprops', 'rejectedlineprops', 'interactive', ... + 'savepath', 'savewidth', 'saveheight', 'savedpi'}; + +% Extract positional 'rois' argument if present +rois2plot = []; +nvStart = 1; + +if ~isempty(varargin) + firstArg = varargin{1}; + if isnumeric(firstArg) || islogical(firstArg) || ... + (ischar(firstArg) && strcmpi(firstArg, 'all')) + rois2plot = firstArg; + nvStart = 2; + elseif iscell(firstArg) + % Cell array of ROI names + rois2plot = firstArg; + nvStart = 2; + elseif ischar(firstArg) || isstring(firstArg) + if ~ismember(lower(char(firstArg)), paramNames) + % Not a param name, treat as ROI name + rois2plot = firstArg; + nvStart = 2; + end + end +end + +% Parse name-value pairs +p = inputParser; +p.CaseSensitive = false; +addParameter(p, 'markers', true, @(x) islogical(x) || isnumeric(x)); +addParameter(p, 'showMarkers', [], @(x) islogical(x) || isnumeric(x) || isempty(x)); % Legacy +addParameter(p, 'biomarkers', {'HbO', 'HbR'}, @(x) iscell(x) || ischar(x)); +addParameter(p, 'bioMlist', {}, @(x) iscell(x) || ischar(x)); % Legacy +addParameter(p, 'baseline', false, @(x) isnumeric(x) || islogical(x) || isstruct(x)); +addParameter(p, 'ylim', [], @isnumeric); +addParameter(p, 'ylimit', [], @isnumeric); % Legacy +addParameter(p, 'lineProps', {'LineWidth', 1}, @iscell); +addParameter(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); +addParameter(p, 'interactive', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); + +parse(p, varargin{nvStart:end}); + +% Assign parsed values (with legacy fallbacks) +showMarkers = p.Results.markers; +if ~isempty(p.Results.showMarkers), showMarkers = p.Results.showMarkers; end +bioMlist = p.Results.biomarkers; +if ~isempty(p.Results.bioMlist), bioMlist = p.Results.bioMlist; end +baseline = p.Results.baseline; +ylimit = p.Results.ylim; +if ~isempty(p.Results.ylimit), ylimit = p.Results.ylimit; end +lineProps = p.Results.lineProps; +rejectedLineProps = p.Results.rejectedLineProps; +interactive = p.Results.interactive; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; + + global PF2 if(~isfield(PF2,'RejectLevel')) pf2_base.pf2_initialize(); @@ -73,40 +116,13 @@ end if(~isfield(fNIR,'ROI')||~isfield(fNIR.ROI,'info')) - error('No ROI information present'); -end - - - -if(nargin<8||isempty(rejectedLineProps)) - rejectedLineProps={'--','LineWidth',1}; -end - -if(nargin<7||isempty(lineProps)) - lineProps={'LineWidth',1}; -end - - -if(nargin<6) - ylimit=[]; % will use max device info to plot -end - -if(nargin<5) - baseline=false; -end - - -if(nargin<4||isempty(bioMlist)) - bioMlist={'HbO','HbR'}; + error('No ROI information present'); end -if(nargin<3) - showMarkers=true; %will plot all markers -end if(~iscell(bioMlist)) if(any(~ischar(bioMlist))) - error('Must specify biomarkers'); + error('Must specify biomarkers'); end if(strcmpi(bioMlist,'all')) bioMlist={'HbO','HbR','HbDiff','HbTotal','CBSI'}; @@ -119,7 +135,7 @@ ROInames=fNIR.ROI.info.Properties.RowNames; -if(nargin<2||isempty(rois2plot)||(ischar(rois2plot)&&strcmpi(rois2plot,'all'))) +if(isempty(rois2plot)||(ischar(rois2plot)&&strcmpi(rois2plot,'all'))) rois2plot=[]; end @@ -131,46 +147,14 @@ end if(any(logical(rois2plot))&&~any(isnumeric(rois2plot))&&~any(ischar(rois2plot))) - rois2plot=find(rois2plot); + rois2plot=find(rois2plot); end - - - -if(pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) - %try to load the probename cfg file - cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); -else - cfgFilePath=''; -end - - -if(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg')) - - warning('Missing or invalid configuration file path\n') - - disp('No device specified. Please load device configuration'); - probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) - error('No valid devices selected'); - end - -elseif(~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter - probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,false); -end - -if(pf2_base.isnestedfield(probeInfo,'Probe')) - deviceInfo=probeInfo.Info; - if(~isfield(deviceInfo,'numberProbes')||deviceInfo.numberProbes==1) - probeNum=1; - end - probeInfo=probeInfo.Probe{probeNum}; -else - error('Unable to identify probe'); -end +% Load probe info using helper +probeInfo = pf2_base.plot.loadProbeInfo(fNIR, false); if(isempty(rois2plot)) @@ -181,13 +165,13 @@ if(~isfield(fNIR,bioMlist{i})) error('Biomarker %s does not exist',bioMlist{i}); end - + if(isempty(fNIR.(bioMlist{i}))) error('Biomarker %s is empty, please build ROI first',bioMlist{i}); end end - - + + if(any(rois2plot>size(fNIR.ROI.info,1))) error('Some indexes are higher than number of ROIs'); elseif(any(rois2plot<0)) @@ -211,109 +195,35 @@ if(~isempty(rois2plot)) if(nargout>0) - figHandle=figure(); + figHandle=figure(); else figure(); end else warning('Nothing to Plot'); - return; + return; end -if(~isfield(fNIR,'markers')||isempty(fNIR.markers)) - showMarkers=false; -end +% Process markers using helper +tooManyMarkers = 100; +tooManyLabels = 10; +[showMarkers, showMarkersIdx, curMarkers, numMarkers] = ... + pf2_base.plot.processMarkers(fNIR, showMarkers, tooManyMarkers); -if(ischar(showMarkers)&&strcmpi(showMarkers,'all')) - showMarkers=true; -end - -if(islogical(showMarkers)) - if(~showMarkers) - showMarkers=[]; +% Handle too many markers prompt +plotTonsOfMarkers = false; +if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) + if interactive + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); else - [showMarkers,~,showMarkersIdx]=unique(fNIR.markers(:,2)); - end -elseif(isnumeric(showMarkers)) - [uMarkers,~,showMarkersIdxTemp]=unique(fNIR.markers(:,2)); - showMarkersIdx=nan(size(showMarkersIdxTemp)); - showMarkersUidx=find(ismember(uMarkers,showMarkers)); - for i=1:length(showMarkersUidx) - showMarkersIdx(showMarkersIdxTemp==(showMarkersUidx(i)))=i; - end - showMarkers=uMarkers(showMarkersUidx); -end - -if(isfield(fNIR,'markers')&&~isempty(showMarkers)) - curMarkers=fNIR.markers; - if(~isnumeric(curMarkers)&&isfield(curMarkers,'data')) - curMarkers=curMarkers.data; + warning('pf2:TooManyMarkers', 'Too many markers to display (>%d). Use ''interactive'', true to enable.', tooManyMarkers); end end -tooManyMarkers=100; -tooManyLabels=10; -if(~isempty(showMarkers)) - plotTonsOfMarkers=[]; - numMarkers=zeros(1,length(showMarkers)); - for i=1:length(showMarkers) - numMarkers(i)=sum(showMarkersIdx==i); - if(numMarkers(i)>tooManyMarkers&&isempty(plotTonsOfMarkers)) - fprintf(2,'Warning: Over %i markers for marker %i\n',tooManyMarkers,i); - user_entry = input(sprintf('Enable TonsOfMarkers Mode?\n(Can be VERY slow)\ny/n: '), 's'); - user_entry=lower(user_entry); - switch user_entry - case '1' - plotTonsOfMarkers=true; - case '0' - plotTonsOfMarkers=false; - case 'y' - plotTonsOfMarkers=true; - case 'n' - plotTonsOfMarkers=false; - case 'yes' - plotTonsOfMarkers=true; - case 'no' - plotTonsOfMarkers=false; - end - end - end - if(isempty(plotTonsOfMarkers)) - plotTonsOfMarkers=false; - end -end - - -if(islogical(baseline)&&baseline&&any(~isnumeric(baseline))) - baseline=10; - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline>0&&baseline<(tmax-tmin)) - fNIR=pf2.data.split(fNIR,'blLength',baseline,'relative',true); - baseline=[nan,baseline]; -elseif(~any(~isnumeric(baseline))&&length(baseline)==1&&baseline<0&&baseline>(tmin-tmax)) %from end - if(baseline(1)<0) - baseline(1)=tmax-tmin+baseline(1); - baseline(2)=tmax-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(any(isnumeric(baseline))&&length(baseline)==2) %from end - if(baseline(1)<0) - baseline(1)=tmax+baseline(1)-tmin; - end - if(baseline(2)<0) - baseline(2)=tmax+baseline(2)-tmin; - end - fNIR=pf2.data.split(fNIR,'blStartTime',baseline(1),'blEndTime',baseline(2),'relative',true); - baseline=baseline+tmin; -elseif(isstruct(baseline)&&isfield(baseline,'time')&&isfield(baseline,bioMlist{1})) - fNIR=pf2.data.split(fNIR,tmin,tmax,'blfNIR',baseline); - baseline=[]; -else - baseline=[]; -end +% Apply baseline correction using helper +[fNIR, baseline] = pf2_base.plot.processBaseline(fNIR, baseline, bioMlist); t=fNIR.time; @@ -349,38 +259,29 @@ h=cell(0); for(roiIdx=1:length(rois2plot)) roiNum=rois2plot(roiIdx); -% if(plotArranged) -% optPos=probeInfo.OptLayout2D{roiNum}; -% optPos([3,4])=optPos([3,4]).*[0.65,0.9]; -% optPos([1,2])=optPos([1,2])+0.03; -% h{roiIdx}= axes('Position',optPos,'Box','on'); -% -% else subplot(length(rois2plot),1,roiIdx); -% end - + gh=gcf(); dcm_obj=datacursormode(gh); set(dcm_obj,'DisplayStyle','datatip',... 'SnapToDataVertex','off','Enable','on'); set(dcm_obj,'UpdateFcn', @myupdatefcn); - - - - + + + if(oxyMaxValue>0&&oxyMinValue<0) zeroH=plot([tmin,tmax],[0,0],'--k','HandleVisibility','off'); hold on; end - + for b=1:length(bioMlist) bioM=bioMlist{b}; - + bio2plot=fNIR.ROI.(bioM)(:,roiIdx); if(isfield(fNIR.ROI,'fchMask')&&fNIR.ROI.fchMask(roiNum)<=rejectLevel) lh=plot(t,bio2plot,rejectedLineProps{:},'color',colorTable.(bioM),lineProps{:}); - switch(fNIR.fchMask(roiNum)) + switch(fNIR.ROI.fchMask(roiNum)) case 0.5 th=text(tmin+tmean*0.6,mean(ylimit),'~','FontSize',20,'color',[ 0.9100,0.4100,0.1700]); case 0 @@ -394,12 +295,12 @@ end set(lh,'Tag',sprintf('Opt%i:%s',roiNum,bioM)); end - + if(~isempty(baseline)||isempty(showMarkers)) maxH=plot([tmean],ylimit(2),'color',[1,1,1],'HandleVisibility','off'); - minH=plot([tmean],ylimit(1),'color',[1,1,1],'HandleVisibility','off'); + minH=plot([tmean],ylimit(1),'color',[1,1,1],'HandleVisibility','off'); end - + if(~isempty(baseline)) if(~isnan(baseline(1))&&baseline(1)>0) bh=pf2_base.external.vline(tmin+baseline(1),'--r','Baseline Start',0.95); @@ -410,8 +311,8 @@ set(bh,'Tag','Baseline End'); end end - - + + if(~isempty(showMarkers)) for i=1:length(showMarkers) mrkName=sprintf('Mrk%i',showMarkers(i)); @@ -423,44 +324,53 @@ pf2_base.external.vline(curMarkers(showMarkersIdx==i),'lineTags',mrkName); fprintf('Marker %i has too many instances to plot labels',showMarkers(i)); end - + end end end - - + + hold off; xlim([tmin,tmax]); - + ylim(ylimit); - - + + xlabel(sprintf('ROI%i: %s',roiNum,ROInames{roiNum})); - + if(length(bioM)>1) ylblstring=sprintf('\\Delta[X]'); else ylblstring=sprintf('\\Delta[%s]',bioM{1}); end - + if(isfield(fNIR,'units')) ylblstring=sprintf('%s %s',ylblstring,fNIR.units); end - + ylabel(ylblstring); - - + + if(roiIdx==length(rois2plot)) legend(bioMlist); end end +% Add figure title from processingInfo if available +pf2_base.plot.addProcessingInfoTitle(fNIR, gcf()); + +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end - + function txt = myupdatefcn(pointDataTip, event_obj) hAxes=get(pointDataTip,'Parent'); @@ -468,16 +378,16 @@ selectedObjectTag=event_obj.Target.Tag; if(~isempty(selectedObjectTag)&&contains(selectedObjectTag,'Baseline')) txt={sprintf('%s\nt=%.2f',selectedObjectTag,pos(1))}; - + elseif(~isempty(selectedObjectTag)&&contains(selectedObjectTag,'Mrk')) txt={sprintf('%s\nt=%.2f',selectedObjectTag,pos(1))}; elseif(~isempty(selectedObjectTag)) txt={sprintf('%s\nt=%.2f, y=%.2f',selectedObjectTag,pos(1),pos(2))}; - + else - txt={''}; + txt={''}; end - + for i=1:length(txt) txtprt=txt{i}; txtprt(txtprt=='_')=' '; diff --git a/+pf2/+data/+plot/oxy.m b/+pf2/+data/+plot/oxy.m index 4f2b282e..561a7f33 100644 --- a/+pf2/+data/+plot/oxy.m +++ b/+pf2/+data/+plot/oxy.m @@ -1,4 +1,4 @@ -function [figHandle] = oxy(varargin) +function [figHandle] = oxy(fNIR, varargin) % OXY Plot hemoglobin concentration time series % % Creates time series plots of processed fNIRS hemoglobin data (HbO, HbR, @@ -7,82 +7,110 @@ % visual distinction of rejected channels. % % Syntax: -% pf2.data.plot.oxy(fNIR) % Plot all channels -% pf2.data.plot.oxy(fNIR, channel) % Plot specific channel -% pf2.data.plot.oxy(fNIR, 'all') % Explicit all channels -% pf2.data.plot.oxy(..., 'Name', Value) % With options -% figHandle = pf2.data.plot.oxy(...) % Return figure handle +% pf2.data.plot.oxy(fNIR) % All channels +% pf2.data.plot.oxy(fNIR, channels) % Specific channels +% pf2.data.plot.oxy(fNIR, ..., Name, Value) % With options % % Inputs: -% fNIR - Processed fNIRS structure with HbO, HbR fields -% channels - Channel(s) to plot (optional): -% - Numeric: Specific channel number(s) -% - 'all' or []: All channels in probe arrangement -% 'markers' - Marker display options: -% - true: Show all markers (default) -% - false: Hide markers -% - Numeric array: Show only specified marker codes -% 'bioMlist' - Biomarkers to plot (default: {'HbO', 'HbR'}) -% Options: 'HbO', 'HbR', 'HbTotal', 'HbDiff', 'CBSI' -% 'baseline' - Baseline subtraction: -% - Numeric: Seconds from start for baseline period -% - Negative: Index from end of recording -% - fNIR struct: Use separate data as baseline -% 'ylimit' - Y-axis limits [min max] for all subplots -% 'plotArranged' - Force probe arrangement layout (default: false) -% 'lineProps' - Line properties for all plots (cell array) -% Default: {'LineWidth', 1} -% 'rejectedLineProps' - Line properties for rejected channels -% Default: {'--', 'LineWidth', 1} -% 'showMarkers' - Display event markers (default: true) +% fNIR - Processed fNIRS structure with HbO, HbR fields +% channels - (optional) Channels to plot: numeric, logical, or 'all' % -% Outputs: -% figHandle - Handle to the created figure -% -% Notes: -% - Requires processed data (must contain HbO field) -% - Probe arrangement uses device configuration subplot layout -% - Rejected channels (fchMask < RejectLevel) shown with dashed lines -% - Standard biomarker colors: HbO=red, HbR=blue, HbTotal=green +% Options (Name-Value): +% 'markers' - true (default), false, or numeric array of codes +% 'biomarkers' - {'HbO','HbR'} (default), or 'all', or specific list +% 'baseline' - false (default), or seconds, or [start,end] +% 'ylim' - [] (auto), or [min max] +% 'interactive' - true (default), false to skip prompts (for batch/headless) +% 'savePath' - '' (default), filename to save figure (.png, .pdf, .fig) +% 'saveWidth' - [] (default), figure width in pixels +% 'saveHeight' - [] (default), figure height in pixels +% 'saveDPI' - 150 (default), resolution for raster formats % % Example: -% % Basic plot of all channels -% pf2.data.plot.oxy(processedData); -% -% % Plot specific channel with custom biomarkers -% pf2.data.plot.oxy(data, 5, 'bioMlist', {'HbO', 'HbR', 'HbTotal'}); -% -% % Plot with baseline subtraction -% pf2.data.plot.oxy(data, 'baseline', 10); % 10s baseline +% pf2.data.plot.oxy(data) % Simple +% pf2.data.plot.oxy(data, 5) % Channel 5 +% pf2.data.plot.oxy(data, 1:5) % Channels 1-5 +% pf2.data.plot.oxy(data, 'baseline', 10) % With 10s baseline +% pf2.data.plot.oxy(data, 5, 'ylim', [-2 2]) % Channel 5, fixed y-axis % -% See also: pf2.data.plot.raw, pf2.data.plot.roi, pf2.probe.plot.imageValues - -validFnirs = @(x) (iscell(x) || isstruct(x)); -validChannels = @(x) (isnumeric(x) || ischar(x)); -validbioMlist = @(x) (iscell(x) || ischar(x)); - -p=inputParser; -addRequired(p, 'fNIR', validFnirs); -addOptional(p, 'channels', [], validChannels); -addOptional(p, 'markers', [], @isnumeric); -addOptional(p, 'bioMlist', {'HbO', 'HbR'}, validbioMlist); -addOptional(p, 'baseline', false, @isnumeric); -addOptional(p, 'ylimit', [], @isnumeric); -addOptional(p, 'plotArranged', false, @islogical); -addOptional(p, 'lineProps', {'LineWidth', 1}, @iscell); -addOptional(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); -addOptional(p, 'showMarkers', true, @islogical); - -parse(p, varargin{:}); -fNIR = p.Results.fNIR; -channels = p.Results.channels; -showMarkers = p.Results.showMarkers; -bioMlist = p.Results.bioMlist; +% See also: pf2.data.plot.raw, pf2.data.plot.roi, pf2.probe.plot + +% Validate fNIR input +if ~isstruct(fNIR) + error('pf2:InvalidInput', 'First argument must be a fNIRS data structure'); +end + +% Parameter names for detection +paramNames = {'markers', 'biomarkers', 'biomlist', 'baseline', 'ylim', ... + 'ylimit', 'arranged', 'plotarranged', 'lineprops', ... + 'rejectedlineprops', 'showmarkers', 'interactive', ... + 'savepath', 'savewidth', 'saveheight', 'savedpi'}; + +% Extract positional 'channels' argument if present +channels = []; +nvStart = 1; % Where name-value pairs start in varargin + +if ~isempty(varargin) + firstArg = varargin{1}; + % If first arg is numeric/logical/or 'all', it's channels + if isnumeric(firstArg) || islogical(firstArg) || ... + (ischar(firstArg) && strcmpi(firstArg, 'all')) + channels = firstArg; + nvStart = 2; + elseif ischar(firstArg) || isstring(firstArg) + % Check if it's a parameter name + if ~ismember(lower(char(firstArg)), paramNames) + % Not a param name, treat as channels specifier + channels = firstArg; + nvStart = 2; + end + end +end + +% Parse name-value pairs +p = inputParser; +p.CaseSensitive = false; +addParameter(p, 'markers', true, @(x) islogical(x) || isnumeric(x)); +addParameter(p, 'biomarkers', {'HbO', 'HbR'}, @(x) iscell(x) || ischar(x)); +addParameter(p, 'bioMlist', {}, @(x) iscell(x) || ischar(x)); % Legacy +addParameter(p, 'baseline', false, @(x) isnumeric(x) || islogical(x) || isstruct(x)); +addParameter(p, 'ylim', [], @isnumeric); +addParameter(p, 'ylimit', [], @isnumeric); % Legacy +addParameter(p, 'arranged', [], @(x) islogical(x) || isempty(x)); +addParameter(p, 'plotArranged', [], @(x) islogical(x) || isempty(x)); % Legacy +addParameter(p, 'lineProps', {'LineWidth', 1}, @iscell); +addParameter(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); +addParameter(p, 'showMarkers', [], @(x) islogical(x) || isnumeric(x) || isempty(x)); +addParameter(p, 'interactive', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); + +parse(p, varargin{nvStart:end}); + +% Assign parsed values (with legacy fallbacks) +showMarkers = p.Results.markers; +if ~isempty(p.Results.showMarkers), showMarkers = p.Results.showMarkers; end +bioMlist = p.Results.biomarkers; +if ~isempty(p.Results.bioMlist), bioMlist = p.Results.bioMlist; end baseline = p.Results.baseline; -ylimit = p.Results.ylimit; -plotArranged = p.Results.plotArranged; +ylimit = p.Results.ylim; +if ~isempty(p.Results.ylimit), ylimit = p.Results.ylimit; end +plotArranged = p.Results.arranged; +if ~isempty(p.Results.plotArranged), plotArranged = p.Results.plotArranged; end lineProps = p.Results.lineProps; rejectedLineProps = p.Results.rejectedLineProps; +interactive = p.Results.interactive; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; + +% Default plotArranged +if isempty(plotArranged) + plotArranged = false; +end global PF2 @@ -214,8 +242,12 @@ % Handle too many markers prompt (numMarkers already computed by helper) plotTonsOfMarkers = false; if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) - user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); - plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + if interactive + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + else + warning('pf2:TooManyMarkers', 'Too many markers to display (>%d). Use ''interactive'', true to enable.', round(tooManyMarkers)); + end end printOnce = false; @@ -346,10 +378,19 @@ end end +% Add figure title from processingInfo if available +pf2_base.plot.addProcessingInfoTitle(fNIR, gcf()); + +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); end +end + + - function txt = myupdatefcn(pointDataTip, event_obj) hAxes=get(pointDataTip,'Parent'); diff --git a/+pf2/+data/+plot/raw.m b/+pf2/+data/+plot/raw.m index 66d40dfd..4115e62c 100644 --- a/+pf2/+data/+plot/raw.m +++ b/+pf2/+data/+plot/raw.m @@ -1,85 +1,102 @@ -function [ figHandle ] = raw(varargin) +function [ figHandle ] = raw(fNIR, varargin) % RAW Plot raw light intensity data from fNIRS acquisition % % Creates time series plots of raw fNIRS intensity data, optionally % arranged according to probe geometry. Supports wavelength selection, -% marker overlay, and visual indication of rejected channels. Useful for -% quality assessment of raw data before processing. +% marker overlay, and visual indication of rejected channels. % % Syntax: -% pf2.data.plot.raw(fNIR) -% pf2.data.plot.raw(fNIR, channels) -% pf2.data.plot.raw(fNIR, channels, showMarkers, wavelengths) -% pf2.data.plot.raw(fNIR, channels, showMarkers, wavelengths, ylimit, plotArranged) -% figHandle = pf2.data.plot.raw(..., lineProps, rejectedLineProps) +% pf2.data.plot.raw(fNIR) % All channels +% pf2.data.plot.raw(fNIR, channels) % Specific channels +% pf2.data.plot.raw(fNIR, ..., Name, Value) % With options % % Inputs: -% fNIR - fNIRS data structure [struct] -% Must contain 'raw' [T x C] and 'time' [T x 1] fields. -% channels - Channels to plot [numeric array | logical | 'all'] -% (default: all channels, enables arranged plot) -% Can be channel numbers or logical index. -% showMarkers - Display event markers on plots [logical | numeric | 'all'] -% (default: true) If numeric, specifies marker codes to show. -% wavelengths - Wavelengths to include [numeric array | 'all'] -% (default: all available wavelengths from probe config) -% Common values: 730, 850 nm. -% ylimit - Y-axis limits for all subplots [1x2 numeric] -% (default: [RawMin, max(data)] from device config) -% plotArranged - Use probe geometry layout for subplots [logical] -% (default: true when all channels plotted) -% lineProps - Line properties for good channels [cell array] -% (default: {'LineWidth', 1}) -% rejectedLineProps - Line properties for rejected channels [cell array] -% (default: {'--', 'LineWidth', 1}) +% fNIR - fNIRS data structure with 'raw' and 'time' fields +% channels - (optional) Channels to plot: numeric, logical, or 'all' % -% Outputs: -% figHandle - Handle to the created figure [figure handle] -% Only returned when output argument is requested. +% Options (Name-Value): +% 'markers' - true (default), false, or numeric array of codes +% 'wavelengths' - [] (all), or specific wavelength values [730, 850] +% 'ylim' - [] (auto), or [min max] +% 'arranged' - [] (auto), true, or false +% 'interactive' - true (default), false to skip prompts (for batch/headless) +% 'savePath' - '' (default), filename to save figure (.png, .pdf, .fig) +% 'saveWidth' - [] (default), figure width in pixels +% 'saveHeight' - [] (default), figure height in pixels +% 'saveDPI' - 150 (default), resolution for raster formats % % Example: -% % Basic raw data plot -% data = pf2.import.sampleData.fNIR2000(); -% pf2.data.plot.raw(data); -% -% % Plot specific channels and wavelengths -% pf2.data.plot.raw(data, 1:5, true, 730); -% -% % Custom line styling with markers disabled -% pf2.data.plot.raw(data, 'all', false, 'all', [], true, ... -% {'LineWidth', 2, 'Color', 'b'}); -% -% Notes: -% - Requires valid device configuration for probe geometry -% - Rejected channels (fchMask=0) shown with 'X', marginal (0.5) with '~' -% - Data cursor mode enabled for interactive inspection -% - Large numbers of markers may prompt for confirmation (slow rendering) +% pf2.data.plot.raw(data) % Simple +% pf2.data.plot.raw(data, 5) % Channel 5 +% pf2.data.plot.raw(data, 1:5) % Channels 1-5 +% pf2.data.plot.raw(data, 'wavelengths', 730) % Single wavelength +% pf2.data.plot.raw(data, 5, 'markers', false) % No markers % % See also: pf2.data.plot.oxy, pf2.data.plot, pf2.settings.selectDevice -validFnirs = @(x) (iscell(x) || isstruct(x)); -validChannels = @(x) (isnumeric(x) || ischar(x)); -validWavelength = @(x) (isnumeric(x) || ischar(x)); - -p=inputParser; -addRequired(p, 'fNIR', validFnirs); -addOptional(p, 'channels', [], validChannels); -addOptional(p, 'showMarkers', true, @islogical); -addOptional(p, 'wavelengths', [], validWavelength); -addOptional(p, 'ylimit', [], @isnumeric); -addOptional(p, 'plotArranged', false, @islogical); -addOptional(p, 'lineProps', {'LineWidth', 1}, @iscell); -addOptional(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); - -parse(p, varargin{:}); -fNIR = p.Results.fNIR; -channels = p.Results.channels; -showMarkers = p.Results.showMarkers; +% Validate fNIR input +if ~isstruct(fNIR) + error('pf2:InvalidInput', 'First argument must be a fNIRS data structure'); +end + +% Parameter names for detection +paramNames = {'markers', 'showmarkers', 'wavelengths', 'ylim', 'ylimit', ... + 'arranged', 'plotarranged', 'lineprops', 'rejectedlineprops', ... + 'interactive', 'savepath', 'savewidth', 'saveheight', 'savedpi'}; + +% Extract positional 'channels' argument if present +channels = []; +nvStart = 1; + +if ~isempty(varargin) + firstArg = varargin{1}; + if isnumeric(firstArg) || islogical(firstArg) || ... + (ischar(firstArg) && strcmpi(firstArg, 'all')) + channels = firstArg; + nvStart = 2; + elseif ischar(firstArg) || isstring(firstArg) + if ~ismember(lower(char(firstArg)), paramNames) + channels = firstArg; + nvStart = 2; + end + end +end + +% Parse name-value pairs +p = inputParser; +p.CaseSensitive = false; +addParameter(p, 'markers', true, @(x) islogical(x) || isnumeric(x)); +addParameter(p, 'showMarkers', [], @(x) islogical(x) || isnumeric(x) || isempty(x)); % Legacy +addParameter(p, 'wavelengths', [], @(x) isnumeric(x) || ischar(x)); +addParameter(p, 'ylim', [], @isnumeric); +addParameter(p, 'ylimit', [], @isnumeric); % Legacy +addParameter(p, 'arranged', [], @(x) islogical(x) || isempty(x)); +addParameter(p, 'plotArranged', [], @(x) islogical(x) || isempty(x)); % Legacy +addParameter(p, 'lineProps', {'LineWidth', 1}, @iscell); +addParameter(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); +addParameter(p, 'interactive', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); + +parse(p, varargin{nvStart:end}); + +% Assign parsed values (with legacy fallbacks) +showMarkers = p.Results.markers; +if ~isempty(p.Results.showMarkers), showMarkers = p.Results.showMarkers; end wavelengths = p.Results.wavelengths; -ylimit = p.Results.ylimit; -plotArranged = p.Results.plotArranged; +ylimit = p.Results.ylim; +if ~isempty(p.Results.ylimit), ylimit = p.Results.ylimit; end +plotArranged = p.Results.arranged; +if ~isempty(p.Results.plotArranged), plotArranged = p.Results.plotArranged; end lineProps = p.Results.lineProps; rejectedLineProps = p.Results.rejectedLineProps; +interactive = p.Results.interactive; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; global PF2 @@ -90,32 +107,14 @@ rejectLevel=PF2.RejectLevel; end -if(nargin<8||isempty(rejectedLineProps)) - rejectedLineProps={'--','LineWidth',1}; -end - -if(nargin<7||isempty(lineProps)) - lineProps={'LineWidth',1}; -end - - - -if(nargin<6) - plotArranged=false; % plot when channels is all or empty -end - -if(nargin<5) - ylimit=[]; % will use max device info to plot -end - - -if(nargin<3) - showMarkers=true; %will plot all markers -end - -if(nargin<2||isempty(channels)||(ischar(channels)&&strcmpi(channels,'all'))) - plotArranged=true; %Enabled when all channels are plot - channels=[]; +% Handle default plotArranged (true when all channels) +if isempty(channels) || (ischar(channels) && strcmpi(channels, 'all')) + if isempty(plotArranged) + plotArranged = true; % Enabled when all channels are plotted + end + channels = []; +elseif isempty(plotArranged) + plotArranged = false; end if(any(logical(channels))&&any(~isnumeric(channels))) @@ -231,8 +230,12 @@ % Handle too many markers prompt (numMarkers already computed by helper) plotTonsOfMarkers = false; if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) - user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); - plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + if interactive + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + else + warning('pf2:TooManyMarkers', 'Too many markers to display (>%d). Use ''interactive'', true to enable.', round(tooManyMarkers)); + end end printOnce = false; @@ -356,13 +359,22 @@ xlabel(sprintf('Opt %i',optNum)); ylabel('Intensity'); - + +end + +% Add figure title from processingInfo if available +pf2_base.plot.addProcessingInfoTitle(fNIR, gcf()); + +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); end end - + function txt = myupdatefcn(pointDataTip, event_obj) hAxes=get(pointDataTip,'Parent'); diff --git a/+pf2/+data/+plot/roi.m b/+pf2/+data/+plot/roi.m index a6e78a95..a16edfdd 100644 --- a/+pf2/+data/+plot/roi.m +++ b/+pf2/+data/+plot/roi.m @@ -1,4 +1,4 @@ -function [ figHandle ] = roi(fNIR,rois2plot,showMarkers,bioMlist,baseline,ylimit,lineProps,rejectedLineProps) +function [figHandle] = roi(fNIR, varargin) % ROI Plot hemoglobin time series for regions of interest % % Creates time series plots of hemoglobin concentration changes for @@ -7,108 +7,123 @@ % baseline subtraction, and event marker overlay. % % Syntax: -% pf2.data.plot.roi(fNIR) -% pf2.data.plot.roi(fNIR, rois2plot) -% pf2.data.plot.roi(fNIR, rois2plot, showMarkers, bioMlist) -% pf2.data.plot.roi(fNIR, rois2plot, showMarkers, bioMlist, baseline, ylimit) -% figHandle = pf2.data.plot.roi(..., lineProps, rejectedLineProps) +% pf2.data.plot.roi(fNIR) % All ROIs +% pf2.data.plot.roi(fNIR, rois) % Specific ROIs +% pf2.data.plot.roi(fNIR, ..., Name, Value) % With options % % Inputs: -% fNIR - fNIRS data structure with ROI field [struct] -% Must contain 'ROI' field with 'info' table and -% biomarker subfields (HbO, HbR, etc.). -% rois2plot - ROIs to display [numeric | cell | char | 'all'] -% (default: all ROIs) Can be numeric indices, logical -% array, ROI names as cell array, or 'all'. -% showMarkers - Display event markers [logical | numeric | 'all'] -% (default: true) If numeric, specifies marker codes. -% bioMlist - Biomarkers to plot [cell array of strings | 'all'] -% (default: {'HbO', 'HbR'}) -% Options: 'HbO', 'HbR', 'HbDiff', 'HbTotal', 'CBSI' -% baseline - Baseline correction specification [numeric | struct | logical] -% (default: false, no baseline) -% - Positive number: baseline duration from start (seconds) -% - Negative number: baseline from end of recording -% - [start, end]: explicit baseline window -% - fNIRS struct: use as baseline reference -% - true: use default 10s baseline -% ylimit - Y-axis limits [1x2 numeric | scalar] -% (default: auto from data range) -% Scalar value creates symmetric limits [-val, val]. -% lineProps - Line properties for good ROIs [cell array] -% (default: {'LineWidth', 1}) -% rejectedLineProps - Line properties for rejected ROIs [cell array] -% (default: {'--', 'LineWidth', 1}) +% fNIR - fNIRS data structure with ROI field [struct] +% Must contain 'ROI' field with 'info' table and +% biomarker subfields (HbO, HbR, etc.). +% rois - (optional) ROIs to plot: numeric, logical, cell, or 'all' % -% Outputs: -% figHandle - Handle to the created figure [figure handle] -% Only returned when output argument is requested. +% Options (Name-Value): +% 'markers' - true (default), false, or numeric array of codes +% 'biomarkers' - {'HbO','HbR'} (default), or 'all', or specific list +% 'baseline' - false (default), or seconds, or [start,end] +% 'ylim' - [] (auto), or [min max] +% 'interactive' - true (default), false to skip prompts (for batch/headless) +% 'savePath' - '' (default), filename to save figure (.png, .pdf, .fig) +% 'saveWidth' - [] (default), figure width in pixels +% 'saveHeight' - [] (default), figure height in pixels +% 'saveDPI' - 150 (default), resolution for raster formats % % Example: -% % Plot all ROIs with default settings -% data = pf2.import.sampleData.fNIR2000(); -% processed = processFNIRS2(data); -% % Build ROIs first (required) -% processed = pf2.probe.roi.Build(processed, {{1:4, 'FrontalL'}, {5:8, 'FrontalR'}}); -% pf2.data.plot.roi(processed); -% -% % Plot specific ROI with baseline correction -% pf2.data.plot.roi(processed, 'FrontalL', true, {'HbO'}, 10); -% -% % Plot multiple biomarkers with custom y-limits -% pf2.data.plot.roi(processed, 1:2, false, {'HbO','HbR','HbDiff'}, false, [-5 5]); -% -% Notes: -% - ROIs must be built before plotting (see pf2.probe.roi.Build) -% - Rejected ROIs (fchMask<=RejectLevel) shown with dashed lines -% - Uses standard biomarker colors from pf2_base.getBioColors() -% - Baseline window shown with vertical dashed lines when specified +% pf2.data.plot.roi(data) % Simple +% pf2.data.plot.roi(data, 'FrontalL') % ROI by name +% pf2.data.plot.roi(data, 1:2) % ROIs 1-2 +% pf2.data.plot.roi(data, 'baseline', 10) % With 10s baseline +% pf2.data.plot.roi(data, 1, 'ylim', [-2 2]) % ROI 1, fixed y-axis % % See also: pf2.data.plot.oxy, pf2.probe.roi.Build, pf2.data.plot.auxData -global PF2 -if(~isfield(PF2,'RejectLevel')) - pf2_base.pf2_initialize(); -end -if(isfield(fNIR,'fchMask')) - rejectLevel=PF2.RejectLevel; +% Validate fNIR input +if ~isstruct(fNIR) + error('pf2:InvalidInput', 'First argument must be a fNIRS data structure'); end -if(~isfield(fNIR,'ROI')||~isfield(fNIR.ROI,'info')) - error('No ROI information present'); +% Parameter names for detection +% Note: Avoid naming ROIs with these reserved names +paramNames = {'markers', 'showmarkers', 'biomarkers', 'biomlist', 'baseline', ... + 'ylim', 'ylimit', 'lineprops', 'rejectedlineprops', 'interactive', ... + 'savepath', 'savewidth', 'saveheight', 'savedpi'}; + +% Extract positional 'rois' argument if present +rois2plot = []; +nvStart = 1; + +if ~isempty(varargin) + firstArg = varargin{1}; + if isnumeric(firstArg) || islogical(firstArg) || ... + (ischar(firstArg) && strcmpi(firstArg, 'all')) + rois2plot = firstArg; + nvStart = 2; + elseif iscell(firstArg) + % Cell array of ROI names + rois2plot = firstArg; + nvStart = 2; + elseif ischar(firstArg) || isstring(firstArg) + if ~ismember(lower(char(firstArg)), paramNames) + % Not a param name, treat as ROI name + rois2plot = firstArg; + nvStart = 2; + end + end end +% Parse name-value pairs +p = inputParser; +p.CaseSensitive = false; +addParameter(p, 'markers', true, @(x) islogical(x) || isnumeric(x)); +addParameter(p, 'showMarkers', [], @(x) islogical(x) || isnumeric(x) || isempty(x)); % Legacy +addParameter(p, 'biomarkers', {'HbO', 'HbR'}, @(x) iscell(x) || ischar(x)); +addParameter(p, 'bioMlist', {}, @(x) iscell(x) || ischar(x)); % Legacy +addParameter(p, 'baseline', false, @(x) isnumeric(x) || islogical(x) || isstruct(x)); +addParameter(p, 'ylim', [], @isnumeric); +addParameter(p, 'ylimit', [], @isnumeric); % Legacy +addParameter(p, 'lineProps', {'LineWidth', 1}, @iscell); +addParameter(p, 'rejectedLineProps', {'--', 'LineWidth', 1}, @iscell); +addParameter(p, 'interactive', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); + +parse(p, varargin{nvStart:end}); + +% Assign parsed values (with legacy fallbacks) +showMarkers = p.Results.markers; +if ~isempty(p.Results.showMarkers), showMarkers = p.Results.showMarkers; end +bioMlist = p.Results.biomarkers; +if ~isempty(p.Results.bioMlist), bioMlist = p.Results.bioMlist; end +baseline = p.Results.baseline; +ylimit = p.Results.ylim; +if ~isempty(p.Results.ylimit), ylimit = p.Results.ylimit; end +lineProps = p.Results.lineProps; +rejectedLineProps = p.Results.rejectedLineProps; +interactive = p.Results.interactive; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; -if(nargin<8||isempty(rejectedLineProps)) - rejectedLineProps={'--','LineWidth',1}; -end - -if(nargin<7||isempty(lineProps)) - lineProps={'LineWidth',1}; -end - - -if(nargin<6) - ylimit=[]; % will use max device info to plot +global PF2 +if(~isfield(PF2,'RejectLevel')) + pf2_base.pf2_initialize(); end - -if(nargin<5) - baseline=false; +if(isfield(fNIR,'fchMask')) + rejectLevel=PF2.RejectLevel; end - -if(nargin<4||isempty(bioMlist)) - bioMlist={'HbO','HbR'}; +if(~isfield(fNIR,'ROI')||~isfield(fNIR.ROI,'info')) + error('No ROI information present'); end -if(nargin<3) - showMarkers=true; %will plot all markers -end if(~iscell(bioMlist)) if(any(~ischar(bioMlist))) - error('Must specify biomarkers'); + error('Must specify biomarkers'); end if(strcmpi(bioMlist,'all')) bioMlist={'HbO','HbR','HbDiff','HbTotal','CBSI'}; @@ -121,7 +136,7 @@ ROInames=fNIR.ROI.info.Properties.RowNames; -if(nargin<2||isempty(rois2plot)||(ischar(rois2plot)&&strcmpi(rois2plot,'all'))) +if(isempty(rois2plot)||(ischar(rois2plot)&&strcmpi(rois2plot,'all'))) rois2plot=[]; end @@ -133,7 +148,7 @@ end if(any(logical(rois2plot))&&~any(isnumeric(rois2plot))&&~any(ischar(rois2plot))) - rois2plot=find(rois2plot); + rois2plot=find(rois2plot); end @@ -202,8 +217,12 @@ % Handle too many markers prompt plotTonsOfMarkers = false; if ~isempty(showMarkers) && any(numMarkers > tooManyMarkers) - user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); - plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + if interactive + user_entry = input('Enable TonsOfMarkers Mode? (Can be VERY slow) y/n: ', 's'); + plotTonsOfMarkers = ismember(lower(user_entry), {'1', 'y', 'yes'}); + else + warning('pf2:TooManyMarkers', 'Too many markers to display (>%d). Use ''interactive'', true to enable.', tooManyMarkers); + end end @@ -275,7 +294,7 @@ bio2plot=fNIR.ROI.(bioM)(:,roiIdx); if(isfield(fNIR.ROI,'fchMask')&&fNIR.ROI.fchMask(roiNum)<=rejectLevel) lh=plot(t,bio2plot,rejectedLineProps{:},'color',colorTable.(bioM),lineProps{:}); - switch(fNIR.fchMask(roiNum)) + switch(fNIR.ROI.fchMask(roiNum)) case 0.5 th=text(tmin+tmean*0.6,mean(ylimit),'~','FontSize',20,'color',[ 0.9100,0.4100,0.1700]); case 0 @@ -352,6 +371,15 @@ end end +% Add figure title from processingInfo if available +pf2_base.plot.addProcessingInfoTitle(fNIR, gcf()); + +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+methods/+oxy/Contents.m b/+pf2/+methods/+oxy/Contents.m index 5f329e7d..90fef34a 100644 --- a/+pf2/+methods/+oxy/Contents.m +++ b/+pf2/+methods/+oxy/Contents.m @@ -1,5 +1,5 @@ % pf2.methods.oxy - Oxy processing stage method management (Stage 3) -% processFNIRS2 v0.8 +% processFNIRS2 v0.9 % % Stage 3 post-processes hemoglobin concentrations with: % - Artifact rejection (Takizawa criterion) @@ -17,6 +17,10 @@ % configureMethods - GUI for creating/editing method chains % importMethods - Import method definitions from config file % +% CLI Method Creation: +% create - Create new method programmatically (no GUI) +% addFunction - Add processing function to existing method +% % Example: % % List methods % pf2.methods.oxy.list(); @@ -30,6 +34,11 @@ % % View description % pf2.methods.oxy.describeMethod('takizawa_hard_car'); % +% % Create method via CLI (no GUI) +% pf2.methods.oxy.create('myOxyMethod'); +% pf2.methods.oxy.addFunction('myOxyMethod', 'pf2_takizawa', ... +% {'x','fchMask','threshold'}, {'x','fchMask',0.75}, 'Output','fchMask'); +% % Common Oxy Methods: % None - No post-processing % takizawa_easy - Lenient artifact rejection diff --git a/+pf2/+methods/+oxy/addFunction.m b/+pf2/+methods/+oxy/addFunction.m new file mode 100644 index 00000000..b47a7c79 --- /dev/null +++ b/+pf2/+methods/+oxy/addFunction.m @@ -0,0 +1,143 @@ +function addFunction(methodName, funcName, varargin) +% ADDFUNCTION Add a processing function to an existing oxy method +% +% Appends a function to the processing pipeline of an existing oxy method. +% The function is added at the end of the current pipeline. +% +% Syntax: +% pf2.methods.oxy.addFunction(methodName, funcName) +% pf2.methods.oxy.addFunction(methodName, funcName, args, argvals) +% pf2.methods.oxy.addFunction(..., 'Output', outputVar) +% pf2.methods.oxy.addFunction(..., 'Position', pos) +% +% Inputs: +% methodName - Name of the existing method to modify +% funcName - MATLAB function name to add (e.g., 'pf2_takizawa') +% args - (optional) Cell array of argument names +% argvals - (optional) Cell array of argument values +% +% Options (Name-Value): +% 'Output' - Output variable name (default: 'x') +% Options: 'x', 'fchMask', 'ftimeChMask', 'ROI' +% 'Position' - Position to insert (default: end) +% Use 0 or 'end' for end, 1 for beginning +% +% Example: +% % Add Takizawa rejection to an existing method +% pf2.methods.oxy.addFunction('myMethod', 'pf2_takizawa', ... +% {'x', 'fchMask', 'threshold'}, {'x', 'fchMask', 0.75}, ... +% 'Output', 'fchMask'); +% +% % Add a filter with numeric parameter +% pf2.methods.oxy.addFunction('myMethod', 'pf2_lpf', ... +% {'x', 'fs', 'cutoff'}, {'x', 'fs', 0.1}); +% +% % Add function at the beginning +% pf2.methods.oxy.addFunction('myMethod', 'pf2_baselineCorrect', ... +% {'x', 'baseline'}, {'x', 10}, 'Position', 1); +% +% See also: pf2.methods.oxy.create, pf2.methods.oxy.describeMethod, +% pf2.methods.raw.addFunction, pf2_base.ArgumentType + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addRequired(p, 'funcName', @(x) ischar(x) || isstring(x)); +addOptional(p, 'args', {}, @iscell); +addOptional(p, 'argvals', {}, @iscell); +addParameter(p, 'Output', 'x', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Position', 0, @(x) isnumeric(x) || strcmpi(x, 'end')); +parse(p, methodName, funcName, varargin{:}); + +args = p.Results.args; +argvals = p.Results.argvals; +outputVar = p.Results.Output; +position = p.Results.Position; + +% Handle 'end' position +if ischar(position) && strcmpi(position, 'end') + position = 0; +end + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myOxyMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.oxy.create() first.', ... + methodName); +end + +% Get current method +method = PF2.myOxyMethods.cfg.(methodName); +if ~isfield(method, 'F') + method.F = {}; +end + +% Create function struct +newFunc = struct(); +newFunc.f = funcName; +newFunc.args = args; +newFunc.argvals = argvals; +newFunc.output = outputVar; + +% Add at position +if position == 0 || position > length(method.F) + method.F{end+1} = newFunc; + insertPos = length(method.F); +else + method.F = [method.F(1:position-1), {newFunc}, method.F(position:end)]; + insertPos = position; +end + +% Pack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myOxyMethods.cfg.remove(methodName); +PF2.myOxyMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myOxyMethods.cfg.write(); + +% Reload methods +PF2.myOxyMethods = unpackMethodsLocal(PF2.myOxyMethods); + +fprintf('Added %s to %s at position %d\n', funcName, methodName, insertPos); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+oxy/create.m b/+pf2/+methods/+oxy/create.m new file mode 100644 index 00000000..7662136e --- /dev/null +++ b/+pf2/+methods/+oxy/create.m @@ -0,0 +1,148 @@ +function create(methodName, varargin) +% CREATE Create a new oxy processing method programmatically +% +% Creates a new oxy processing method without using the GUI. This enables +% scripted method creation for batch workflows and reproducible analysis +% setups. +% +% Syntax: +% pf2.methods.oxy.create(methodName) +% pf2.methods.oxy.create(methodName, functions) +% pf2.methods.oxy.create(..., 'Replace', true) +% +% Inputs: +% methodName - Name for the new method (will be sanitized for INI format) +% functions - (optional) Cell array of function definitions, where each +% element is a struct with fields: +% .f - Function name (e.g., 'pf2_takizawa') +% .args - Cell array of argument names +% .argvals - Cell array of argument values +% .output - Output variable ('x', 'fchMask', etc.) +% +% Options (Name-Value): +% 'Replace' - If true, replace existing method with same name (default: false) +% +% Example: +% % Create empty method +% pf2.methods.oxy.create('myOxyMethod'); +% +% % Create method with Takizawa rejection +% funcs = {struct('f', 'pf2_takizawa', 'args', {{'x', 'fchMask', 'threshold'}}, ... +% 'argvals', {{'x', 'fchMask', 0.75}}, 'output', 'fchMask')}; +% pf2.methods.oxy.create('myTakizawa', funcs); +% +% % Replace existing method +% pf2.methods.oxy.create('myMethod', funcs, 'Replace', true); +% +% See also: pf2.methods.oxy.addFunction, pf2.methods.oxy.list, +% pf2.methods.oxy.setMethod, pf2.methods.raw.create + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addOptional(p, 'functions', {}, @iscell); +addParameter(p, 'Replace', false, @islogical); +parse(p, methodName, varargin{:}); + +functions = p.Results.functions; +replaceExisting = p.Results.Replace; + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Sanitize method name +methodName = pf2_base.cleanNameForINI(methodName); + +% Check for reserved name +if strcmpi(methodName, 'None') + error('pf2:ReservedName', '''None'' is a reserved method name'); +end + +% Check if method already exists +methodExists = ismember(methodName, PF2.myOxyMethods.cfg.Sections); +if methodExists && ~replaceExisting + error('pf2:MethodExists', ... + 'Method ''%s'' already exists. Use ''Replace'', true to overwrite.', ... + methodName); +end + +% Build method structure +method = struct(); +method.name = methodName; +method.F = {}; + +% Add functions if provided +for i = 1:length(functions) + func = functions{i}; + + % Validate function struct + if ~isfield(func, 'f') + error('pf2:InvalidFunction', 'Function %d missing ''f'' field', i); + end + + % Ensure required fields exist + if ~isfield(func, 'args'), func.args = {}; end + if ~isfield(func, 'argvals'), func.argvals = {}; end + if ~isfield(func, 'output'), func.output = 'x'; end + + % Store function + method.F{end+1} = func; +end + +% Remove existing method if replacing +if methodExists + PF2.myOxyMethods.cfg.remove(methodName); +end + +% Pack method for storage (convert F to S1, S2, etc.) +packedMethod = method; +packedMethod = rmfield(packedMethod, 'F'); +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Add to config +PF2.myOxyMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myOxyMethods.cfg.write(); + +% Reload methods to update F field +PF2.myOxyMethods = unpackMethodsLocal(PF2.myOxyMethods); + +fprintf('Created oxy method: %s\n', methodName); +if ~isempty(functions) + fprintf(' Functions: %d\n', length(functions)); +end + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods to avoid dependency on GUI + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+raw/Contents.m b/+pf2/+methods/+raw/Contents.m index 080b6918..8ddba5d3 100644 --- a/+pf2/+methods/+raw/Contents.m +++ b/+pf2/+methods/+raw/Contents.m @@ -1,5 +1,5 @@ % pf2.methods.raw - Raw processing stage method management (Stage 1) -% processFNIRS2 v0.8 +% processFNIRS2 v0.9 % % Stage 1 converts raw light intensity to optical density with: % - Motion artifact correction (SMAR, TDDR, MARA, Wavelet) @@ -16,6 +16,10 @@ % configureMethods - GUI for creating/editing method chains % importMethods - Import method definitions from config file % +% CLI Method Creation: +% create - Create new method programmatically (no GUI) +% addFunction - Add processing function to existing method +% % Example: % % List methods % pf2.methods.raw.list(); @@ -29,6 +33,10 @@ % % View description % pf2.methods.raw.describeMethod('x5_TDDR'); % +% % Create method via CLI (no GUI) +% pf2.methods.raw.create('myMethod'); +% pf2.methods.raw.addFunction('myMethod', 'pf2_TDDR', {'x','fs'}, {'x','fs'}); +% % Common Raw Methods: % x1_lpf - Low-pass filter only % x2_lpf_smar - Low-pass + SMAR motion correction diff --git a/+pf2/+methods/+raw/addFunction.m b/+pf2/+methods/+raw/addFunction.m new file mode 100644 index 00000000..0bf5d7ef --- /dev/null +++ b/+pf2/+methods/+raw/addFunction.m @@ -0,0 +1,146 @@ +function addFunction(methodName, funcName, varargin) +% ADDFUNCTION Add a processing function to an existing raw method +% +% Appends a function to the processing pipeline of an existing raw method. +% The function is added at the end of the current pipeline. +% +% Syntax: +% pf2.methods.raw.addFunction(methodName, funcName) +% pf2.methods.raw.addFunction(methodName, funcName, args, argvals) +% pf2.methods.raw.addFunction(..., 'Output', outputVar) +% pf2.methods.raw.addFunction(..., 'Position', pos) +% +% Inputs: +% methodName - Name of the existing method to modify +% funcName - MATLAB function name to add (e.g., 'pf2_TDDR') +% args - (optional) Cell array of argument names +% argvals - (optional) Cell array of argument values +% +% Options (Name-Value): +% 'Output' - Output variable name (default: 'x') +% Options: 'x', 'fchMask', 'ftimeChMask', 'ROI' +% 'Position' - Position to insert (default: end) +% Use 0 or 'end' for end, 1 for beginning +% +% Example: +% % Add TDDR to an existing method +% pf2.methods.raw.addFunction('myMethod', 'pf2_TDDR', ... +% {'x', 'fs'}, {'x', 'fs'}); +% +% % Add a filter with numeric parameter +% pf2.methods.raw.addFunction('myMethod', 'pf2_lpf', ... +% {'x', 'fs', 'cutoff'}, {'x', 'fs', 0.5}); +% +% % Add function at the beginning +% pf2.methods.raw.addFunction('myMethod', 'pf2_Intensity2OD', ... +% {'x'}, {'x'}, 'Position', 1); +% +% % Add function that modifies channel mask +% pf2.methods.raw.addFunction('myMethod', 'pf2_checkIntensity', ... +% {'x', 'fchMask'}, {'x', 'fchMask'}, 'Output', 'fchMask'); +% +% See also: pf2.methods.raw.create, pf2.methods.raw.describeMethod, +% pf2.methods.oxy.addFunction, pf2_base.ArgumentType + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addRequired(p, 'funcName', @(x) ischar(x) || isstring(x)); +addOptional(p, 'args', {}, @iscell); +addOptional(p, 'argvals', {}, @iscell); +addParameter(p, 'Output', 'x', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Position', 0, @(x) isnumeric(x) || strcmpi(x, 'end')); +parse(p, methodName, funcName, varargin{:}); + +args = p.Results.args; +argvals = p.Results.argvals; +outputVar = p.Results.Output; +position = p.Results.Position; + +% Handle 'end' position +if ischar(position) && strcmpi(position, 'end') + position = 0; +end + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myRawMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.raw.create() first.', ... + methodName); +end + +% Get current method +method = PF2.myRawMethods.cfg.(methodName); +if ~isfield(method, 'F') + method.F = {}; +end + +% Create function struct +newFunc = struct(); +newFunc.f = funcName; +newFunc.args = args; +newFunc.argvals = argvals; +newFunc.output = outputVar; + +% Add at position +if position == 0 || position > length(method.F) + method.F{end+1} = newFunc; + insertPos = length(method.F); +else + method.F = [method.F(1:position-1), {newFunc}, method.F(position:end)]; + insertPos = position; +end + +% Pack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myRawMethods.cfg.remove(methodName); +PF2.myRawMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myRawMethods.cfg.write(); + +% Reload methods +PF2.myRawMethods = unpackMethodsLocal(PF2.myRawMethods); + +fprintf('Added %s to %s at position %d\n', funcName, methodName, insertPos); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+raw/create.m b/+pf2/+methods/+raw/create.m new file mode 100644 index 00000000..e62402f6 --- /dev/null +++ b/+pf2/+methods/+raw/create.m @@ -0,0 +1,155 @@ +function create(methodName, varargin) +% CREATE Create a new raw processing method programmatically +% +% Creates a new raw processing method without using the GUI. This enables +% scripted method creation for batch workflows and reproducible analysis +% setups. +% +% Syntax: +% pf2.methods.raw.create(methodName) +% pf2.methods.raw.create(methodName, functions) +% pf2.methods.raw.create(..., 'Replace', true) +% +% Inputs: +% methodName - Name for the new method (will be sanitized for INI format) +% functions - (optional) Cell array of function definitions, where each +% element is a struct with fields: +% .f - Function name (e.g., 'pf2_TDDR') +% .args - Cell array of argument names +% .argvals - Cell array of argument values +% .output - Output variable ('x', 'fchMask', etc.) +% +% Options (Name-Value): +% 'Replace' - If true, replace existing method with same name (default: false) +% +% Example: +% % Create empty method +% pf2.methods.raw.create('myMethod'); +% +% % Create method with TDDR function +% funcs = {struct('f', 'pf2_TDDR', 'args', {{'x', 'fs'}}, ... +% 'argvals', {{'x', 'fs'}}, 'output', 'x')}; +% pf2.methods.raw.create('myTDDR', funcs); +% +% % Create method with multiple functions +% f1 = struct('f', 'pf2_Intensity2OD', 'args', {{'x'}}, ... +% 'argvals', {{'x'}}, 'output', 'x'); +% f2 = struct('f', 'pf2_TDDR', 'args', {{'x', 'fs'}}, ... +% 'argvals', {{'x', 'fs'}}, 'output', 'x'); +% pf2.methods.raw.create('myPipeline', {f1, f2}); +% +% % Replace existing method +% pf2.methods.raw.create('myMethod', funcs, 'Replace', true); +% +% See also: pf2.methods.raw.addFunction, pf2.methods.raw.list, +% pf2.methods.raw.setMethod, pf2.methods.oxy.create + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addOptional(p, 'functions', {}, @iscell); +addParameter(p, 'Replace', false, @islogical); +parse(p, methodName, varargin{:}); + +functions = p.Results.functions; +replaceExisting = p.Results.Replace; + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Sanitize method name +methodName = pf2_base.cleanNameForINI(methodName); + +% Check for reserved name +if strcmpi(methodName, 'None') + error('pf2:ReservedName', '''None'' is a reserved method name'); +end + +% Check if method already exists +methodExists = ismember(methodName, PF2.myRawMethods.cfg.Sections); +if methodExists && ~replaceExisting + error('pf2:MethodExists', ... + 'Method ''%s'' already exists. Use ''Replace'', true to overwrite.', ... + methodName); +end + +% Build method structure +method = struct(); +method.name = methodName; +method.F = {}; + +% Add functions if provided +for i = 1:length(functions) + func = functions{i}; + + % Validate function struct + if ~isfield(func, 'f') + error('pf2:InvalidFunction', 'Function %d missing ''f'' field', i); + end + + % Ensure required fields exist + if ~isfield(func, 'args'), func.args = {}; end + if ~isfield(func, 'argvals'), func.argvals = {}; end + if ~isfield(func, 'output'), func.output = 'x'; end + + % Store function + method.F{end+1} = func; +end + +% Remove existing method if replacing +if methodExists + PF2.myRawMethods.cfg.remove(methodName); +end + +% Pack method for storage (convert F to S1, S2, etc.) +packedMethod = method; +packedMethod = rmfield(packedMethod, 'F'); +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Add to config +PF2.myRawMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myRawMethods.cfg.write(); + +% Reload methods to update F field +PF2.myRawMethods = unpackMethodsLocal(PF2.myRawMethods); + +fprintf('Created raw method: %s\n', methodName); +if ~isempty(functions) + fprintf(' Functions: %d\n', length(functions)); +end + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods to avoid dependency on GUI + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/Contents.m b/+pf2/+methods/Contents.m index 6cbe77a6..ea0ffaf4 100644 --- a/+pf2/+methods/Contents.m +++ b/+pf2/+methods/Contents.m @@ -1,5 +1,5 @@ % pf2.methods - Processing method management -% processFNIRS2 v0.8 +% processFNIRS2 v0.9 % % List Methods: % methods - List all available methods (raw + oxy) @@ -14,6 +14,8 @@ % describeMethod - Display method documentation % configureMethods - GUI for creating/editing methods % importMethods - Import method config file +% create - Create new method programmatically (no GUI) +% addFunction - Add processing function to existing method % % Oxy Method Functions (pf2.methods.oxy.*): % list - List available oxy methods @@ -21,6 +23,8 @@ % describeMethod - Display method documentation % configureMethods - GUI for creating/editing methods % importMethods - Import method config file +% create - Create new method programmatically (no GUI) +% addFunction - Add processing function to existing method % % Common Methods: % describeCurrentMethods - Show currently selected methods diff --git a/+pf2/+probe/+plot/arrangedValues.m b/+pf2/+probe/+plot/arrangedValues.m index 8a6351cc..0da0faec 100644 --- a/+pf2/+probe/+plot/arrangedValues.m +++ b/+pf2/+probe/+plot/arrangedValues.m @@ -60,6 +60,10 @@ addOptional(p, 'clrBarTitle', '', isStringOrChar); addParameter(p, 'includeSS', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); parse(p, varargin{:}); @@ -71,6 +75,10 @@ data2plot = p.Results.data2plot; include_ss= p.Results.includeSS; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; if(isempty(maxVal)) maxVal=nanmax(data2plot); @@ -183,4 +191,10 @@ suptitle(suptitleString); end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+probe/+plot/imageROIvalues.m b/+pf2/+probe/+plot/imageROIvalues.m index 3decbca8..7802c7f8 100644 --- a/+pf2/+probe/+plot/imageROIvalues.m +++ b/+pf2/+probe/+plot/imageROIvalues.m @@ -1,4 +1,4 @@ -function [ imgOut ] = imageROIvalues(fNIR,data2plot,minVal,maxVal,titleString,clrBarTitle) +function [ imgOut ] = imageROIvalues(fNIR, data2plot, varargin) % IMAGEROIVALUES Display per-ROI values as a 2D image heatmap % % Creates a 2D image visualization where each region of interest (ROI) is @@ -7,70 +7,79 @@ % ROI-level statistics or averaged responses while preserving the spatial % relationship between ROIs in the probe layout. % -% Reference: -% Internal pf2 implementation for ROI-based visualization. -% % Syntax: -% ImageROIvalues(fNIR, data2plot) -% ImageROIvalues(fNIR, data2plot, minVal, maxVal) -% ImageROIvalues(fNIR, data2plot, minVal, maxVal, titleString) -% ImageROIvalues(fNIR, data2plot, minVal, maxVal, titleString, clrBarTitle) -% imgOut = ImageROIvalues(...) +% pf2.probe.plot.imageROIvalues(fNIR, data2plot) +% pf2.probe.plot.imageROIvalues(fNIR, data2plot, Name, Value) +% imgOut = pf2.probe.plot.imageROIvalues(...) % % Inputs: % fNIR - fNIRS data structure containing ROI.info field -% ROI.info must be a table with 'Optodes' column specifying -% which channels belong to each ROI. % data2plot - Values to display for each ROI [1 x R double] -% Must have one value per ROI defined in fNIR.ROI.info. -% minVal - Minimum value for color scale (default: min(data2plot)) -% maxVal - Maximum value for color scale (default: max(data2plot)) -% titleString - Title displayed above the plot (default: '') -% clrBarTitle - Title for the colorbar (default: '') +% +% Options (Name-Value): +% 'minVal' - Minimum value for color scale (default: min(data2plot)) +% 'maxVal' - Maximum value for color scale (default: max(data2plot)) +% 'title' - Title displayed above the plot (default: '') +% 'colorbarTitle' - Title for the colorbar (default: '') +% 'savePath' - '' (default), filename to save figure (.png, .pdf, .fig) +% 'saveWidth' - [] (default), figure width in pixels +% 'saveHeight' - [] (default), figure height in pixels +% 'saveDPI' - 150 (default), resolution for raster formats % % Outputs: % imgOut - Handle to the image object (optional) % -% Notes: -% - Requires fNIR.ROI.info to be defined before calling this function -% - ROIs must not contain duplicate channels (overlapping ROIs not supported) -% % Example: -% % Define ROIs and plot ROI-averaged HbO -% data = pf2.import.sampleData.fNIR2000(); -% processed = processFNIRS2(data); -% processed = pf2.probe.roi.defineROI(processed, {1:6, 7:12, 13:18}, ... -% {'Left', 'Center', 'Right'}); -% roiMeans = [mean(processed.HbO(:,1:6), 'all'), ... -% mean(processed.HbO(:,7:12), 'all'), ... -% mean(processed.HbO(:,13:18), 'all')]; -% pf2.probe.plot.imageROIvalues(processed, roiMeans, [], [], 'ROI Means'); +% pf2.probe.plot.imageROIvalues(data, roiMeans) +% pf2.probe.plot.imageROIvalues(data, roiMeans, 'minVal', -2, 'maxVal', 2) +% pf2.probe.plot.imageROIvalues(data, roiMeans, 'title', 'ROI Means', ... +% 'savePath', 'roi_plot.png') % % See also: pf2.probe.plot.imageValues, pf2.probe.plot.interpolateROIvalues, % pf2.probe.roi.defineROI, pf2_base.fnirs.buildROI +% Validate fNIR input +if ~isstruct(fNIR) + error('pf2:InvalidInput', 'First argument must be a fNIRS data structure'); +end if(~isempty(fNIR)&&~pf2_base.isnestedfield(fNIR,'ROI.info')&&~isempty(fNIR.info)) error('No ROI information in the fNIR struct, unable to plot data'); end -if(nargin<6) - clrBarTitle=''; -end - -if(nargin<5) - titleString=''; -end - -if(nargin<4||isempty(maxVal)) - maxVal=nanmax(data2plot); +% Parse name-value pairs +p = inputParser; +p.CaseSensitive = false; +addParameter(p, 'minVal', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'maxVal', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'title', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'colorbarTitle', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); + +parse(p, varargin{:}); + +minVal = p.Results.minVal; +maxVal = p.Results.maxVal; +titleString = p.Results.title; +clrBarTitle = p.Results.colorbarTitle; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; + +% Set defaults for min/max if not provided +if isempty(maxVal) + maxVal = nanmax(data2plot); end -if(nargin<3||isempty(minVal)) - minVal=nanmin(data2plot); +if isempty(minVal) + minVal = nanmin(data2plot); end -if(~isempty(fNIR)&&pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) +if(~isempty(fNIR)&&pf2_base.isnestedfield(fNIR,'info.probename')&&isfield(fNIR.info,'probename')&&~contains(fNIR.info.probename,'Unknown')) %try to load the probename cfg file cfgFilePath=sprintf('%s.cfg',fNIR.info.probename); else @@ -79,15 +88,15 @@ if(~isempty(fNIR)&&(isempty(cfgFilePath)||~contains(cfgFilePath,'.cfg'))) - + warning('Missing or invalid configuration file path\n') - + disp('No device specified. Please load device configuration'); probeInfo=pf2_base.loadDeviceCfg([],true); - if(~isempty(probeInfo)) + if(isempty(probeInfo)) error('No valid devices selected'); end - + elseif(~isempty(fNIR)&&~isempty(cfgFilePath)) % If we're not looking at the GUI, doesn't matter probeInfo=pf2_base.loadDeviceCfg(cfgFilePath,true); end @@ -99,7 +108,7 @@ end probeInfo=probeInfo.Probe{probeNum}; elseif(~isempty(fNIR)) - error('Unable to identify probe'); + error('Unable to identify probe'); end numROI=size(fNIR.ROI.info,1); @@ -121,12 +130,12 @@ for roiIdx=1:numROI curCh=fNIR.ROI.info.Optodes{roiIdx}; - + for(optIdx=1:length(curCh)) optNum=probeInfo.ChannelList(curCh(optIdx)); optPos=probeInfo.OptLayout2D{optNum}; - + optPos([2])=1-optPos([2])-optPos([4]); %flips y vertical axis x1=round(optPos(1)*imgSize); @@ -138,10 +147,10 @@ imgData(y1:y2,x1:x2)=data2plot(roiIdx); end end - + allCh=[allCh,curCh]; if(length(unique(allCh))>length(allCh)) - error('ROIs contain duplicate channels'); + error('ROIs contain duplicate channels'); end end imgData=imgData(end:-1:1,:); @@ -171,4 +180,10 @@ title(titleString); end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+probe/+plot/imageValues.m b/+pf2/+probe/+plot/imageValues.m index 336e3a61..f06c5881 100644 --- a/+pf2/+probe/+plot/imageValues.m +++ b/+pf2/+probe/+plot/imageValues.m @@ -60,6 +60,10 @@ addOptional(p, 'clrBarTitle', '', isStringOrChar); addParameter(p, 'includeSS', true, @islogical); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); parse(p, varargin{:}); @@ -71,6 +75,10 @@ data2plot = p.Results.data2plot; include_ss=p.Results.includeSS; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; if(isempty(maxVal)) @@ -159,4 +167,10 @@ title(titleString); end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+probe/+plot/interpolateROIvalues.m b/+pf2/+probe/+plot/interpolateROIvalues.m index b2d00785..f9c83e58 100644 --- a/+pf2/+probe/+plot/interpolateROIvalues.m +++ b/+pf2/+probe/+plot/interpolateROIvalues.m @@ -75,6 +75,10 @@ addOptional(p, 'bufferMult', 1, @isnumeric); addOptional(p, 'titleString', '', isStringOrChar); addOptional(p, 'clrBarTitle', '', isStringOrChar); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); parse(p, varargin{:}); @@ -86,6 +90,10 @@ fNIR = p.Results.fNIR; data2plot = p.Results.data2plot; ROIinfo = p.Results.ROIinfo; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; if(isempty(ROIinfo)) if(~isempty(fNIR)&&istable(fNIR)&&any(ismember(fNIR.Properties.VariableNames,'DeviceCfg')))%%is struct for ROI info? @@ -305,4 +313,10 @@ title(titleString); end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+probe/+plot/interpolateValues.m b/+pf2/+probe/+plot/interpolateValues.m index 64b8c1ce..5233037c 100644 --- a/+pf2/+probe/+plot/interpolateValues.m +++ b/+pf2/+probe/+plot/interpolateValues.m @@ -78,6 +78,10 @@ addOptional(p, 'titleString', '', isStringOrChar); addOptional(p, 'clrBarTitle', '', isStringOrChar); addParameter(p, 'bufferDistance', 1, @isnumeric); +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); parse(p, varargin{:}); @@ -88,6 +92,10 @@ maxVal = p.Results.maxVal; fNIR = p.Results.fNIR; data2plot = p.Results.data2plot; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; if(isempty(minVal)) minVal=nanmin(data2plot); @@ -564,6 +572,12 @@ title(titleString); end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + end diff --git a/+pf2/+probe/+plot/interpolateValues3D.m b/+pf2/+probe/+plot/interpolateValues3D.m index 5afacd74..a2c6d775 100644 --- a/+pf2/+probe/+plot/interpolateValues3D.m +++ b/+pf2/+probe/+plot/interpolateValues3D.m @@ -187,6 +187,10 @@ addParameter(p, 'camTarget', centerCamPos, validCamPosition); % Target Camera location addParameter(p, 'camUp', [0,0,1] , validCamPosition); % Target Camera location addParameter(p, 'animated', false, @islogical); % Optimizes for animation (By not redrawing certain things when possible) +addParameter(p, 'savePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'saveWidth', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveHeight', [], @(x) isempty(x) || isnumeric(x)); +addParameter(p, 'saveDPI', 150, @isnumeric); parse(p,varargin{:}); @@ -199,6 +203,10 @@ projectmode = p.Results.interpolateType; bufferDistance=p.Results.bufferDistance; include_ss=p.Results.includeSS; +savePath = p.Results.savePath; +saveWidth = p.Results.saveWidth; +saveHeight = p.Results.saveHeight; +saveDPI = p.Results.saveDPI; bufferDistance=nan; @@ -1670,9 +1678,15 @@ if (nargout > 0) h=ax; - + frame=getframe(ax); imgOut = frame.cdata; end +% Save figure if requested +if ~isempty(savePath) + fig = gcf(); + pf2_base.plot.saveFigure(fig, savePath, saveWidth, saveHeight, saveDPI); +end + toc \ No newline at end of file diff --git a/+pf2_base/+plot/addProcessingInfoTitle.m b/+pf2_base/+plot/addProcessingInfoTitle.m new file mode 100644 index 00000000..cc8e3184 --- /dev/null +++ b/+pf2_base/+plot/addProcessingInfoTitle.m @@ -0,0 +1,58 @@ +function addProcessingInfoTitle(fNIR, fig) +% ADDPROCESSINGINFOTITLE Add informative figure title from processingInfo +% +% Displays device name, processing method, and key settings as a figure +% title when processingInfo is available in the fNIRS data structure. +% +% Syntax: +% pf2_base.plot.addProcessingInfoTitle(fNIR, fig) +% +% Inputs: +% fNIR - fNIRS data structure (may contain processingInfo field) +% fig - Figure handle to add title to +% +% Example: +% pf2_base.plot.addProcessingInfoTitle(data, gcf()); +% +% See also: processFNIRS2, pf2.data.plot.oxy + +if ~isfield(fNIR, 'processingInfo') + return; +end + +pInfo = fNIR.processingInfo; +titleParts = {}; + +% Device name +if isfield(pInfo, 'deviceName') && ~isempty(pInfo.deviceName) + titleParts{end+1} = pInfo.deviceName; +end + +% Processing method +if isfield(pInfo, 'rawMethod') && ~isempty(pInfo.rawMethod) && ~strcmpi(pInfo.rawMethod, 'None') + titleParts{end+1} = pInfo.rawMethod; +end + +% DPF mode +if isfield(pInfo, 'dpfMode') + if strcmpi(pInfo.dpfMode, 'Calc') && isfield(pInfo, 'subjectAge') + titleParts{end+1} = sprintf('DPF(age=%d)', pInfo.subjectAge); + elseif strcmpi(pInfo.dpfMode, 'Fixed') && isfield(pInfo, 'dpfValue') + titleParts{end+1} = sprintf('DPF=%.2f', pInfo.dpfValue); + elseif strcmpi(pInfo.dpfMode, 'None') + titleParts{end+1} = 'No DPF'; + end +end + +if ~isempty(titleParts) + % Use sgtitle for figure-level title (R2018b+) + try + sgtitle(fig, strjoin(titleParts, ' | '), 'FontSize', 10, 'FontWeight', 'normal'); + catch + % Fallback for older MATLAB versions + annotation(fig, 'textbox', [0 0.95 1 0.05], 'String', strjoin(titleParts, ' | '), ... + 'EdgeColor', 'none', 'HorizontalAlignment', 'center', 'FontSize', 10); + end +end + +end diff --git a/+pf2_base/+plot/saveFigure.m b/+pf2_base/+plot/saveFigure.m new file mode 100644 index 00000000..a96d59b4 --- /dev/null +++ b/+pf2_base/+plot/saveFigure.m @@ -0,0 +1,123 @@ +function saveFigure(fig, savePath, width, height, dpi) +% SAVEFIGURE Save figure to file with specified dimensions and resolution +% +% Helper function for saving figures to various formats with control over +% size and resolution. Supports PNG, PDF, FIG, SVG, EPS, and other formats. +% +% Syntax: +% pf2_base.plot.saveFigure(fig, savePath) +% pf2_base.plot.saveFigure(fig, savePath, width, height) +% pf2_base.plot.saveFigure(fig, savePath, width, height, dpi) +% +% Inputs: +% fig - Figure handle to save +% savePath - Output filename (extension determines format) +% Supported: .png, .pdf, .fig, .svg, .eps, .tif, .jpg +% width - Figure width in pixels (default: current figure width) +% height - Figure height in pixels (default: current figure height) +% dpi - Resolution in dots per inch (default: 150) +% Only applies to raster formats (png, tif, jpg) +% +% Example: +% fig = figure; +% plot(1:10); +% pf2_base.plot.saveFigure(fig, 'output.png', 800, 600, 300); +% +% See also: print, saveas, exportgraphics + +if nargin < 5 || isempty(dpi) + dpi = 150; +end + +if nargin < 4 || isempty(height) + height = []; +end + +if nargin < 3 || isempty(width) + width = []; +end + +if isempty(savePath) + return; +end + +% Get file extension +[~, ~, ext] = fileparts(savePath); +ext = lower(ext); + +% Set figure size if specified +if ~isempty(width) && ~isempty(height) + % Store original units + origUnits = fig.Units; + fig.Units = 'pixels'; + + % Get current position + pos = fig.Position; + + % Set new size (keep position) + fig.Position = [pos(1), pos(2), width, height]; + + % For print/export, also set PaperPosition + fig.PaperUnits = 'inches'; + fig.PaperPosition = [0, 0, width/dpi, height/dpi]; + fig.PaperSize = [width/dpi, height/dpi]; +end + +% Save based on format +switch ext + case '.fig' + % MATLAB figure file + savefig(fig, savePath); + + case '.pdf' + % PDF - vector format + if exist('exportgraphics', 'file') + exportgraphics(fig, savePath, 'ContentType', 'vector'); + else + print(fig, savePath, '-dpdf', '-bestfit'); + end + + case '.svg' + % SVG - vector format + if exist('exportgraphics', 'file') + exportgraphics(fig, savePath, 'ContentType', 'vector'); + else + print(fig, savePath, '-dsvg'); + end + + case '.eps' + % EPS - vector format + print(fig, savePath, '-depsc', '-painters'); + + case '.png' + % PNG - raster format with transparency + if exist('exportgraphics', 'file') + exportgraphics(fig, savePath, 'Resolution', dpi); + else + print(fig, savePath, '-dpng', sprintf('-r%d', dpi)); + end + + case '.tif' + % TIFF - raster format + print(fig, savePath, '-dtiff', sprintf('-r%d', dpi)); + + case {'.jpg', '.jpeg'} + % JPEG - raster format + if exist('exportgraphics', 'file') + exportgraphics(fig, savePath, 'Resolution', dpi); + else + print(fig, savePath, '-djpeg', sprintf('-r%d', dpi)); + end + + otherwise + % Default: try saveas + warning('pf2:UnknownFormat', 'Unknown format %s, using saveas', ext); + saveas(fig, savePath); +end + +% Restore original units if changed +if ~isempty(width) && ~isempty(height) + fig.Units = origUnits; +end + +end diff --git a/+pf2_base/ArgumentType.m b/+pf2_base/ArgumentType.m new file mode 100644 index 00000000..4a2a0a62 --- /dev/null +++ b/+pf2_base/ArgumentType.m @@ -0,0 +1,152 @@ +classdef ArgumentType + % ARGUMENTTYPE Constants for function argument types in method configuration + % + % Provides named constants for argument types used when defining processing + % functions. These replace magic numbers in the GUI code and make method + % definitions more readable. + % + % Usage: + % argType = pf2_base.ArgumentType.INPUT; + % if argType == pf2_base.ArgumentType.SAMPLING_RATE + % % handle sampling rate argument + % end + % + % Available Types: + % NUMERIC (1) - Numeric or logical value + % STRING (2) - String/char value + % INPUT (3) - The input data (x) + % SAMPLING_RATE (4) - Sampling frequency (fs) + % TIME (5) - Time vector + % CHANNEL_MASK (6) - Channel quality mask (fchMask) + % TIME_CHANNEL_MASK(7) - Time x Channel mask + % CHANNEL_NUMBERS (8) - Channel number array + % SD_DISTANCE (9) - Source-detector distances + % MARKERS (10) - Event markers + % AUX_DATA (11) - Auxiliary data + % AMBIENT_CHANNELS (12) - Ambient/dark channels + % FNIR_STRUCT (13) - Full fNIRS data structure + % + % Example: + % % Define a function argument as sampling rate type + % arg.type = pf2_base.ArgumentType.SAMPLING_RATE; + % arg.name = 'fs'; + % + % See also: pf2.methods.raw.create, pf2.methods.raw.addFunction + + properties (Constant) + % User-specified values + NUMERIC = 1 + STRING = 2 + + % Data from fNIRS structure + INPUT = 3 % x - the input data matrix + SAMPLING_RATE = 4 % fs - sampling frequency + TIME = 5 % fTime - time vector + CHANNEL_MASK = 6 % fchMask - channel quality mask + TIME_CHANNEL_MASK = 7 % ftimeChMask - time x channel mask + CHANNEL_NUMBERS = 8 % fChannelNumbers - channel indices + SD_DISTANCE = 9 % fChannelSD - source-detector distances + MARKERS = 10 % fMarkers - event markers + AUX_DATA = 11 % fAux - auxiliary data + AMBIENT_CHANNELS = 12 % fAmbient - ambient/dark channels + FNIR_STRUCT = 13 % fNIRstruct - full structure + end + + properties (Constant, Access = private) + % Display names for each type + Names = {'Num/Logical', 'String', 'Input', 'Fs', 'Time', ... + 'ChannelMask', 'TimeChannelMask', 'ChannelNumbers', ... + 'SD Dist', 'Markers', 'Aux', 'AmbientChannels', 'Full fNIR struct'} + + % Reserved argument names that map to fNIRS struct fields + ReservedNames = {'', '', 'x', 'fs', 'fTime', 'fchMask', ... + 'ftimeChMask', 'fChannelNumbers', 'fChannelSD', ... + 'fMarkers', 'fAux', 'fAmbient', 'fNIRstruct'} + end + + methods (Static) + function name = getName(typeId) + % GETNAME Get display name for argument type + % + % Syntax: + % name = pf2_base.ArgumentType.getName(typeId) + % + % Example: + % name = pf2_base.ArgumentType.getName(4) % Returns 'Fs' + + if typeId >= 1 && typeId <= 13 + name = pf2_base.ArgumentType.Names{typeId}; + else + name = 'Unknown'; + end + end + + function reserved = getReservedName(typeId) + % GETRESERVEDNAME Get reserved argument name for type + % + % Returns the reserved variable name used internally for this + % argument type, or empty string if not reserved. + % + % Syntax: + % reserved = pf2_base.ArgumentType.getReservedName(typeId) + % + % Example: + % reserved = pf2_base.ArgumentType.getReservedName(4) % Returns 'fs' + + if typeId >= 1 && typeId <= 13 + reserved = pf2_base.ArgumentType.ReservedNames{typeId}; + else + reserved = ''; + end + end + + function typeId = fromName(name) + % FROMNAME Get type ID from display name + % + % Syntax: + % typeId = pf2_base.ArgumentType.fromName('Fs') % Returns 4 + + idx = find(strcmpi(pf2_base.ArgumentType.Names, name), 1); + if isempty(idx) + typeId = 0; + else + typeId = idx; + end + end + + function typeId = fromReservedName(reservedName) + % FROMRESERVEDNAME Get type ID from reserved argument name + % + % Syntax: + % typeId = pf2_base.ArgumentType.fromReservedName('fs') % Returns 4 + + idx = find(strcmpi(pf2_base.ArgumentType.ReservedNames, reservedName), 1); + if isempty(idx) + typeId = 0; + else + typeId = idx; + end + end + + function names = getAllNames() + % GETALLNAMES Get cell array of all type display names + % + % Syntax: + % names = pf2_base.ArgumentType.getAllNames() + + names = pf2_base.ArgumentType.Names; + end + + function tf = isReserved(typeId) + % ISRESERVED Check if argument type uses reserved name + % + % Reserved types (3-13) are automatically populated from the + % fNIRS structure. Non-reserved types (1-2) require user values. + % + % Syntax: + % tf = pf2_base.ArgumentType.isReserved(typeId) + + tf = typeId >= 3 && typeId <= 13; + end + end +end diff --git a/+pf2_base/cleanNameForINI.m b/+pf2_base/cleanNameForINI.m new file mode 100644 index 00000000..239f2927 --- /dev/null +++ b/+pf2_base/cleanNameForINI.m @@ -0,0 +1,101 @@ +function newName = cleanNameForINI(name) +% CLEANNAMEFORINI Sanitize a string for use as an INI section/key name +% +% Converts a string to a valid INI-compatible name by replacing special +% characters, accented letters, and spaces with safe alternatives. The +% result is also validated as a MATLAB identifier. +% +% Syntax: +% newName = pf2_base.cleanNameForINI(name) +% +% Inputs: +% name - String or char to sanitize. Cell arrays are unwrapped. +% +% Outputs: +% newName - Sanitized string safe for INI files and MATLAB identifiers +% +% Example: +% pf2_base.cleanNameForINI('My Method (v2)') % Returns 'My_Method_v2' +% pf2_base.cleanNameForINI('café') % Returns 'cafe' +% pf2_base.cleanNameForINI('Test-123') % Returns 'Test_123' +% +% Notes: +% - Accented characters are converted to ASCII equivalents +% - Spaces, hyphens, brackets become underscores +% - Double underscores are collapsed +% - Trailing underscores are removed +% - Result is validated with matlab.lang.makeValidName +% +% See also: matlab.lang.makeValidName, pf2.methods.raw.create + +if iscell(name) + name = name{1}; +end + +if isstring(name) + name = char(name); +end + +persistent Numbers LowerCases UpperCases + +if isempty(Numbers) + Numbers = arrayfun(@(n) {sprintf('%u',n)}, 0:9); + LowerCases = arrayfun(@(n) {char(n+96)}, 1:26); + UpperCases = arrayfun(@(n) {char(n+64)}, 1:26); +end + +newName = ''; +for n = 1:length(name) + Character = name(n); + switch Character + case Numbers + case LowerCases + case UpperCases + case {'À','Á','Â','Ã','Ä','Å'}, Character = 'A'; + case 'Æ', Character = 'AE'; + case 'Ç', Character = 'C'; + case {'È','É','Ê','Ë'}, Character = 'E'; + case {'Ì','Í','Î','Ï'}, Character = 'I'; + case 'Ñ', Character = 'N'; + case {'Ò','Ó','Ô','Õ','Ö'}, Character = 'O'; + case {'Ù','Ú','Û','Ü'}, Character = 'U'; + case 'Ý', Character = 'Y'; + case '²', Character = '2'; + case '³', Character = '3'; + case '¼', Character = '1_4'; + case '½', Character = '1_2'; + case '¾', Character = '3_4'; + case {'à','á','â','ã','ä','å'}, Character = 'a'; + case 'æ', Character = 'ae'; + case 'ç', Character = 'c'; + case {'è','é','ê','ë'}, Character = 'e'; + case {'ì','í','î','ï'}, Character = 'i'; + case 'ñ', Character = 'n'; + case {'ò','ó','ô','õ','ö'}, Character = 'o'; + case {'ù','ú','û','ü','µ'}, Character = 'u'; + case {'ý','ÿ'}, Character = 'y'; + case {' ','''', '-', '_', ... + '(','[','/','\'}, Character = '_'; + case {'°'}, Character = 'deg'; + otherwise, Character = ''; + end + newName = [newName, Character]; %#ok +end + +% Clean up underscores +newName = strrep(newName, '__', '_'); +if length(newName) > 1 && strcmp(newName(end), '_') + newName = newName(1:end-1); +end + +% Ensure valid MATLAB identifier +newName = matlab.lang.makeValidName(newName); + +% Warn if name changed significantly +if ~strcmp(name, newName) + warning('pf2:NameSanitized', ... + 'Name sanitized: ''%s'' -> ''%s''. Avoid special characters.', ... + name, newName); +end + +end diff --git a/CHANGELOG.md b/CHANGELOG.md index 64b1b232..fb95c0b5 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,27 @@ API Standardization, Testing Infrastructure & Context-Based Processing - Enables parallel processing with different settings per worker - Supports serialization via `toStruct()`/`fromStruct()` for saving analysis settings - Pass via `processFNIRS2(data, 'Context', ctx)` parameter +- **processingInfo in output data** - Processed data now includes `fNIR.processingInfo` struct + - Stores all processing settings used (DPF mode/value, baseline, methods, device) + - Enables reproducibility by documenting exactly how data was processed + - Plots automatically display device name, method, and DPF settings in figure title +- **Improved plotting functions** (`pf2.data.plot.oxy`, `raw`, `roi`, `auxData`) + - Hybrid argument pattern: positional for common args, name-value for options + - Auto-generated figure titles from processingInfo (e.g., "fNIR2000C | x5_TDDR | DPF(age=25)") + - Added `interactive` parameter to control GUI prompts for headless/batch processing + - Added save functionality: `savePath`, `saveWidth`, `saveHeight`, `saveDPI` parameters + - Input validation with clear error messages +- **Improved probe plotting functions** (all `pf2.probe.plot.*` functions) + - Added save parameters to all visualization functions: + - `arrangedValues`, `imageValues`, `imageROIvalues` + - `interpolateValues`, `interpolateROIvalues`, `interpolateValues3D` + - Supports .png, .pdf, .fig, .svg, .eps, .tif, .jpg output formats + - Configurable output dimensions and resolution +- **New helper function**: `pf2_base.plot.saveFigure` for centralized figure saving +- **Bug fixes in probe plots**: + - Fixed `imageROIvalues.m` inverted error check that blocked valid data + - Fixed `roi.m` incorrect fchMask reference (was using channel mask instead of ROI mask) +- **Refactored `auxData.m`**: Full refactor to use inputParser with hybrid argument pattern - Moved `processStageOD2Hb` to external function `pf2_base.fnirs.processStageOD2Hb` ### Breaking Changes diff --git a/GUI/.!36670!processFNIRS2_configureMethods_functionAddEdit.m b/GUI/.!36670!processFNIRS2_configureMethods_functionAddEdit.m deleted file mode 100644 index 1357a314..00000000 --- a/GUI/.!36670!processFNIRS2_configureMethods_functionAddEdit.m +++ /dev/null @@ -1,684 +0,0 @@ -function varargout = processFNIRS2_configureMethods_functionAddEdit(varargin) -% PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT MATLAB code for processFNIRS2_configureMethods_functionAddEdit.fig -% PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT, by itself, creates a new PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT or raises the existing -% singleton*. -% -% H = PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT returns the handle to a new PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT or the handle to -% the existing singleton*. -% -% PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT('CALLBACK',hObject,eventData,handles,...) calls the local -% function named CALLBACK in PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT.M with the given input arguments. -% -% PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT('Property','Value',...) creates a new PROCESSFNIRS2_CONFIGUREMETHODS_FUNCTIONADDEDIT or raises -% the existing singleton*. Starting from the left, property value pairs are -% applied to the GUI before processFNIRS2_configureMethods_functionAddEdit_OpeningFcn gets called. An -% unrecognized property name or invalid value makes property application -% stop. All inputs are passed to processFNIRS2_configureMethods_functionAddEdit_OpeningFcn via varargin. -% -% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one -% instance to run (singleton)". -% -% See also: GUIDE, GUIDATA, GUIHANDLES - -% Edit the above text to modify the response to help processFNIRS2_configureMethods_functionAddEdit - -% Last Modified by GUIDE v2.5 18-Jun-2019 23:36:05 - -% Begin initialization code - DO NOT EDIT -gui_Singleton = 1; -gui_State = struct('gui_Name', mfilename, ... - 'gui_Singleton', gui_Singleton, ... - 'gui_OpeningFcn', @processFNIRS2_configureMethods_functionAddEdit_OpeningFcn, ... - 'gui_OutputFcn', @processFNIRS2_configureMethods_functionAddEdit_OutputFcn, ... - 'gui_LayoutFcn', [] , ... - 'gui_Callback', []); -if nargin && ischar(varargin{1}) - gui_State.gui_Callback = str2func(varargin{1}); -end - -if nargout - [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); -else - gui_mainfcn(gui_State, varargin{:}); -end -% End initialization code - DO NOT EDIT - -% --- Executes just before processFNIRS2_configureMethods_functionAddEdit is made visible. -function processFNIRS2_configureMethods_functionAddEdit_OpeningFcn(hObject, eventdata, handles, varargin) -% This function has no output args, see OutputFcn. -% hObject handle to figure -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -% varargin command line arguments to processFNIRS2_configureMethods_functionAddEdit (see VARARGIN) - -% Choose default command line output for processFNIRS2_configureMethods_functionAddEdit - -handles.output = hObject; - -global compareMode -global curFunction -global outFunc - -outFunc=[]; - -if(~isempty(varargin)) - if(strcmp(varargin{1},'Add')||strcmp(varargin{1},'Edit')) - compareMode.type=varargin{1}; - elseif(isstring(varargin{1})) - error('Invalid Method type %s\nPlease enter ''Add'' or ''Edit''',varargin{1}); - else - error('Invalid type\nPlease enter ''Add'' or ''Edit'''); - end -else - compareMode.type='Add'; - disp('No mode selected, entering Add Function mode'); -end - -compareMode.isEdit=strcmp(compareMode.type,'Edit'); - - -set(handles.figure1,'Name',sprintf('%s Function',compareMode.type)); - -outputType=cell(3,1); -outputType{1}='x'; -outputType{2}='fchMask'; -outputType{3}='ftimeChMask'; -outputType{4}='ROI'; -set(handles.popupmenu_output_types,'String',outputType); - -argumentTypes=cell(9,1); -argumentTypes{1}='Num/Logical'; -argumentTypes{2}='String'; -argumentTypes{3}='Input'; -argumentTypes{4}='Fs'; -argumentTypes{5}='Time'; -argumentTypes{6}='ChannelMask'; -argumentTypes{7}='TimeChannelMask'; -argumentTypes{8}='ChannelNumbers'; -argumentTypes{9}='SD Dist'; -argumentTypes{10}='Markers'; -argumentTypes{11}='Aux'; -argumentTypes{12}='AmbientChannels'; -argumentTypes{13}='Full fNIR struct'; - - -set(handles.popupmenu_argument_types,'String',argumentTypes); - - - - -if(~compareMode.isEdit) - initializeDefaultFunction(handles); - populateExistingFunctionFields(handles); - %Set default values for new function here - -else - curFunction=varargin{2}.func2edit; - populateExistingFunctionFields(handles); -end - -if(~isfield(curFunction,'Output')||isempty(curFunction.Output)) - set(handles.popupmenu_output_types,'Value',1); -else - set(handles.popupmenu_output_types,'Value',find(contains(outputType,curFunction.Output{1}))); -end - -curFunction.ReservedArgumentNames=cell(9,1); -curFunction.ReservedArgumentNames{1}='Not Reserved'; -curFunction.ReservedArgumentNames{2}='Not Reserved'; -curFunction.ReservedArgumentNames{3}='x'; -curFunction.ReservedArgumentNames{4}='fs'; -curFunction.ReservedArgumentNames{5}='fTime'; -curFunction.ReservedArgumentNames{6}='fchMask'; -curFunction.ReservedArgumentNames{7}='ftimeChMask'; -curFunction.ReservedArgumentNames{8}='fChannelNumbers'; -curFunction.ReservedArgumentNames{9}='fChannelSD'; -curFunction.ReservedArgumentNames{10}='fMarkers'; -curFunction.ReservedArgumentNames{11}='fAux'; -curFunction.ReservedArgumentNames{12}='fAmbient'; -curFunction.ReservedArgumentNames{13}='fNIRstruct'; - -if(~isempty(curFunction.Arguments)) - set(handles.listbox_function_arguments,'Value',1); -end -listbox_function_arguments_Callback(hObject, eventdata, handles); - - -% Update handles structure -guidata(hObject, handles); - - -% UIWAIT makes processFNIRS2_configureMethods_functionAddEdit wait for user response (see UIRESUME) - uiwait(handles.figure1); - -function initializeDefaultFunction(handles) -global curFunction - -curFunction.Command='MyNewFunc'; - -pushbutton_rename_command_Callback([], [], handles); - -curFunction.Name='NewFunction'; -curFunction.Description='Enter description here'; -curFunction.validStages=1; -curFunction.Arguments={'x'}; - -function str=stripQuotes(str) - -str=strrep(str,'''',''); -str=strrep(str,'''',''); - -function populateExistingFunctionFields(handles) -global curFunction - -set(handles.edit_function_matlab_command,'String',stripQuotes(curFunction.Command)); -set(handles.edit_function_name,'String',stripQuotes(curFunction.Name)); -set(handles.edit_function_description,'String',stripQuotes(sprintf('%s',curFunction.Description))); -set(handles.checkbox_valid_raw,'Value',any(curFunction.validStages==1)); -set(handles.checkbox_valid_oxy,'Value',any(curFunction.validStages==2)); - -argStr=cell(0); - -reservedArgs={'Name','Description','validStages','Arguments','DefaultValues','ArgumentTypes','Output'}; -for i=length(curFunction.Arguments):-1:1 - if(contains(reservedArgs,curFunction.Arguments{i})) - warning('Warning: Argument %s is a reserved argument name in processFNIRS2',curFunction.Arguments{i}); - curFunction.Arguments{i}=[]; - end -end - -for i=1:length(curFunction.Arguments) - argStr{i}=curFunction.Arguments{i}; - if(isfield(curFunction,argStr{i})) - curFunction.DefaultValues{i}=curFunction.(argStr{i}); - curFunction.ArgumentTypes(i)=ischar(curFunction.(argStr{i}))+1; %1 for numeric, 2 for strings - curFunction=rmfield(curFunction,argStr{i}); - elseif(strcmp(argStr{i},'x')) - curFunction.DefaultValues{i}='Input'; - curFunction.ArgumentTypes(i)=3; - elseif(strcmp(argStr{i},'fs')) - curFunction.DefaultValues{i}='Sampling Frequency'; - curFunction.ArgumentTypes(i)=4; - elseif(strcmp(argStr{i},'fTime')) - curFunction.DefaultValues{i}='Time'; - curFunction.ArgumentTypes(i)=5; - elseif(strcmp(argStr{i},'fchMask')) - curFunction.DefaultValues{i}='Channel Mask'; - curFunction.ArgumentTypes(i)=6; - elseif(strcmp(argStr{i},'ftimeChMask')) - curFunction.DefaultValues{i}='Time X Channel Mask'; - curFunction.ArgumentTypes(i)=7; - elseif(strcmp(argStr{i},'fChannelNumbers')) - curFunction.DefaultValues{i}='ChannelNumbers'; - curFunction.ArgumentTypes(i)=8; - elseif(strcmp(argStr{i},'fChannelSD')) - curFunction.DefaultValues{i}='SD Dist'; - curFunction.ArgumentTypes(i)=9; - elseif(strcmp(argStr{i},'fMarkers')) - curFunction.DefaultValues{i}='Markers'; - curFunction.ArgumentTypes(i)=10; - elseif(strcmp(argStr{i},'fAux')) - curFunction.DefaultValues{i}='Auxillary'; - curFunction.ArgumentTypes(i)=11; - elseif(strcmp(argStr{i},'fAmbient')) - curFunction.DefaultValues{i}='AmbientChannels'; - curFunction.ArgumentTypes(i)=12; - elseif(strcmp(argStr{i},'fNIRstruct')) - curFunction.DefaultValues{i}='Full fNIR struct'; - curFunction.ArgumentTypes(i)=13; - else - curFunction.DefaultValues{i}='Unknown'; - curFunction.ArgumentTypes(i)=3; %assume its input? - end -end -set(handles.listbox_function_arguments,'String',argStr); - -function args=reservedArgs() - -args={'Name','Description','validStages','Arguments','x','fs','fTime','fchMask','ftimeChMask','fChannelNumbers','fMarkers','fAux','fAmbient','fChannelSD','fNIRstruct'}; - -function myOutFunction=saveExistingFields(handles) -global curFunction - -myOutFunction.Command=cleanNameForINI(get(handles.edit_function_matlab_command,'String')); - -res=exist(myOutFunction.Command); -if(res~=2&&res~=5) - waitfor(errordlg('Error: Command %s does not exist in current namespace')); - return; -end - -myOutFunction.Name=get(handles.edit_function_name,'String'); -myOutFunction.Description=get(handles.edit_function_description,'String'); -outputtypes=get(handles.popupmenu_output_types,'String'); -myOutFunction.Output={outputtypes{get(handles.popupmenu_output_types,'Value')}}; - -myOutFunction.validStages=[]; -if(get(handles.checkbox_valid_raw,'Value')) - myOutFunction.validStages=[myOutFunction.validStages,1]; -end -if(get(handles.checkbox_valid_oxy,'Value')) - myOutFunction.validStages=[myOutFunction.validStages,2]; -end - -if(isempty(myOutFunction.validStages)) - waitfor(errordlg(sprintf('No valid stages selected\nPlease select either Raw or Oxy stage'))); - return; -end - -myOutFunction.Arguments=get(handles.listbox_function_arguments,'String'); - - - -for i=1:length(myOutFunction.Arguments) - if(~contains(reservedArgs(),myOutFunction.Arguments{i})) - defaultValue=curFunction.DefaultValues{i}; - if(curFunction.ArgumentTypes(i)==1) %numeric - if(ischar(defaultValue)) - defaultValue=str2double(defaultValue); - end - myOutFunction.(myOutFunction.Arguments{i})=defaultValue; - elseif(curFunction.ArgumentTypes(i)==2) %String - myOutFunction.(myOutFunction.Arguments{i})=stripQuotes(defaultValue); - end - end -end -%warning('Warning: Argument %s is a reserved argument name in processFNIRS2',curFunction.Arguments{i}); - - - - -% --- Outputs from this function are returned to the command line. -function varargout = processFNIRS2_configureMethods_functionAddEdit_OutputFcn(hObject, eventdata, handles) -% varargout cell array for returning output args (see VARARGOUT); -% hObject handle to figure -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Get default command line output from handles structure - -global outFunc -varargout{1} = outFunc; -clearGlobals(); - - -% --- Executes on button press in pushbutton_save. -function pushbutton_save_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_save (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -global outFunc -global curFunction -res=exist(curFunction.Command); -if(res~=2&&res~=5) - waitfor(errordlg('Error: Command %s does not exist in current namespace')); - return; -end -outFunc=saveExistingFields(handles); -close(); - -function clearGlobals() -global outFunc -global curFunction - -outFunc=[]; -curFunction=[]; - -% --- Executes on button press in pushbutton_cancel. -function pushbutton_cancel_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_cancel (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -clearGlobals(); -close(); - - - - -function edit_function_matlab_command_Callback(hObject, eventdata, handles) -% hObject handle to edit_function_matlab_command (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: get(hObject,'String') returns contents of edit_function_matlab_command as text -% str2double(get(hObject,'String')) returns contents of edit_function_matlab_command as a double - -curName=cleanNameForINI(get(hObject,'String')); -set(hObject,'String',curName); - - -% --- Executes during object creation, after setting all properties. -function edit_function_matlab_command_CreateFcn(hObject, eventdata, handles) -% hObject handle to edit_function_matlab_command (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: edit controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - - -function edit_function_name_Callback(hObject, eventdata, handles) -% hObject handle to edit_function_name (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: get(hObject,'String') returns contents of edit_function_name as text -% str2double(get(hObject,'String')) returns contents of edit_function_name as a double - - -% --- Executes during object creation, after setting all properties. -function edit_function_name_CreateFcn(hObject, eventdata, handles) -% hObject handle to edit_function_name (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: edit controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - - -function edit_function_description_Callback(hObject, eventdata, handles) -% hObject handle to edit_function_description (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: get(hObject,'String') returns contents of edit_function_description as text -% str2double(get(hObject,'String')) returns contents of edit_function_description as a double - - -% --- Executes during object creation, after setting all properties. -function edit_function_description_CreateFcn(hObject, eventdata, handles) -% hObject handle to edit_function_description (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: edit controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - -% --- Executes on selection change in listbox_function_arguments. -function listbox_function_arguments_Callback(hObject, eventdata, handles) -% hObject handle to listbox_function_arguments (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: contents = cellstr(get(hObject,'String')) returns listbox_function_arguments contents as cell array -% contents{get(hObject,'Value')} returns selected item from listbox_function_arguments - -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); - -defaultArg=curFunction.DefaultValues{curfFidx}; -argType=curFunction.ArgumentTypes(curfFidx); - -if(isnumeric(defaultArg)) - defaultArg=num2str(defaultArg); -end - -set(handles.edit_arg_default_value,'String',defaultArg); -set(handles.popupmenu_argument_types,'Value',argType); -popupmenu_argument_types_Callback(hObject, eventdata, handles); - - -% --- Executes during object creation, after setting all properties. -function listbox_function_arguments_CreateFcn(hObject, eventdata, handles) -% hObject handle to listbox_function_arguments (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: listbox controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - -% --- Executes on button press in pushbutton_add_argument. -function pushbutton_add_argument_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_add_argument (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -prompt = {'Enter argument name';'Enter Default Value'}; -title = 'New Argument'; -dims = [1 35]; -definput = {'NewArgumentName','0'}; -answer = inputdlg(prompt,title,dims,definput); - -curArgs=get(handles.listbox_function_arguments,'String'); - - -if(~isempty(answer)||~isempty(answer(1))) - if(ismember(answer{1},curArgs)) - errordlg('Argument already exists'); - return; - end - - - global curFunction - - curNumArguments=length(curFunction.Arguments); - newArgIndex=curNumArguments+1; - curFunction.Arguments{newArgIndex}=answer{1}; - curFunction.DefaultValues{newArgIndex}=answer{2}; - curFunction.ArgumentTypes(newArgIndex)=1; - - if(ismember(curFunction.Arguments{newArgIndex},curFunction.ReservedArgumentNames)) - curFunction.ArgumentTypes(newArgIndex)=find(strcmp(curFunction.Arguments{newArgIndex},curFunction.ReservedArgumentNames)); - end - - set(handles.listbox_function_arguments,'String',curFunction.Arguments); - set(handles.listbox_function_arguments,'Value',newArgIndex); - listbox_function_arguments_Callback(hObject,eventdata,handles); -end - - -% --- Executes on button press in pushbutton_remove_argument. -function pushbutton_remove_argument_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_remove_argument (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); -numArguments=length(get(handles.listbox_function_arguments,'String')); -if(numArguments==0) - return; -end -curFunction.Arguments(curfFidx)=[]; -curFunction.ArgumentTypes(curfFidx)=[]; -curFunction.DefaultValues(curfFidx)=[]; -set(handles.listbox_function_arguments,'String',curFunction.Arguments); -set(handles.listbox_function_arguments,'Value',1); -listbox_function_arguments_Callback(hObject,eventdata,handles); - - -% --- Executes on button press in pushbutton_move_arg_up. -function pushbutton_move_arg_up_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_move_arg_up (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); -numArguments=length(get(handles.listbox_function_arguments,'String')); -if(curfFidx==1||numArguments==1) - return; -else - newOrder=[1:curfFidx-2,curfFidx,curfFidx-1,curfFidx+1:numArguments]; - curFunction.Arguments=curFunction.Arguments(newOrder); - curFunction.ArgumentTypes=curFunction.ArgumentTypes(newOrder); - curFunction.DefaultValues=curFunction.DefaultValues(newOrder); - set(handles.listbox_function_arguments,'String',curFunction.Arguments); - set(handles.listbox_function_arguments,'Value',curfFidx-1); - listbox_function_arguments_Callback(hObject,eventdata,handles); -end - -% --- Executes on button press in pushbutton_move_arg_down. -function pushbutton_move_arg_down_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_move_arg_down (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); -numArguments=length(get(handles.listbox_function_arguments,'String')); -if(curfFidx==numArguments) - return; -else - newOrder=[1:curfFidx-1,curfFidx+1,curfFidx,curfFidx+2:numArguments]; - curFunction.Arguments=curFunction.Arguments(newOrder); - curFunction.ArgumentTypes=curFunction.ArgumentTypes(newOrder); - curFunction.DefaultValues=curFunction.DefaultValues(newOrder); - set(handles.listbox_function_arguments,'String',curFunction.Arguments); - set(handles.listbox_function_arguments,'Value',curfFidx+1); - listbox_function_arguments_Callback(hObject,eventdata,handles); -end - - - -function edit_arg_default_value_Callback(hObject, eventdata, handles) -% hObject handle to edit_arg_default_value (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: get(hObject,'String') returns contents of edit_arg_default_value as text -% str2double(get(hObject,'String')) returns contents of edit_arg_default_value as a double -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); -curArgType=get(handles.popupmenu_argument_types,'Value'); - -if(curArgType==1||curArgType==2) - % first case, was a string, now a number - if(curArgType==2) % now its a string - curFunction.DefaultValues{curfFidx}=stripQuotes(get(handles.edit_arg_default_value,'String')); - else - curFunction.DefaultValues{curfFidx}=str2num(get(handles.edit_arg_default_value,'String')); - end -end - - -% --- Executes during object creation, after setting all properties. -function edit_arg_default_value_CreateFcn(hObject, eventdata, handles) -% hObject handle to edit_arg_default_value (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: edit controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - -% --- Executes on selection change in popupmenu_argument_types. -function popupmenu_argument_types_Callback(hObject, eventdata, handles) -% hObject handle to popupmenu_argument_types (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: contents = cellstr(get(hObject,'String')) returns popupmenu_argument_types contents as cell array -% contents{get(hObject,'Value')} returns selected item from popupmenu_argument_types -global curFunction -curfFidx=get(handles.listbox_function_arguments,'Value'); -curArgType=get(handles.popupmenu_argument_types,'Value'); %curFunction.ArgumentTypes(curfFidx); -getTypesStr=get(handles.popupmenu_argument_types,'String'); - -if(curArgType<=2) - set(handles.popupmenu_argument_types,'Enable','on'); - set(handles.edit_arg_default_value,'Enable','on'); - if(ischar(curFunction.DefaultValues{curfFidx})) - set(handles.edit_arg_default_value,'String',stripQuotes(curFunction.DefaultValues{curfFidx})); - else - set(handles.edit_arg_default_value,'String',num2str(curFunction.DefaultValues{curfFidx})); - end - curFunction.ArgumentTypes(curfFidx)=curArgType; - -else - set(handles.popupmenu_argument_types,'Enable','off'); - set(handles.edit_arg_default_value,'Enable','off'); - set(handles.edit_arg_default_value,'String',getTypesStr{curArgType}); -end -if((curFunction.ArgumentTypes(curfFidx)==1||curFunction.ArgumentTypes(curfFidx)==2)&&(curArgType==1||curArgType==2)) - -elseif((curFunction.ArgumentTypes(curfFidx)==1||curFunction.ArgumentTypes(curfFidx)==2)) - opts.Interpreter = 'tex'; - opts.Default='No'; - answer = questdlg(sprintf('Switch Argument ''%s'' to revserved input %s?',curFunction.Arguments{curfFidx},curFunction.ReservedArgumentNames{curArgType}),'Switch to reserved input','Yes','No',opts); - % Handle response - switch answer - case 'Yes' - set(handles.edit_arg_default_value,'Enable','off'); - set(handles.edit_arg_default_value,'String',getTypesStr{curArgType}); - curFunction.Arguments{curfFidx}=curFunction.ReservedArgumentNames{curArgType}; - curFunction.DefaultValues{curfFidx}=getTypesStr{curArgType}; - curFunction.ArgumentTypes(curfFidx)=curArgType; - set(handles.listbox_function_arguments,'String',curFunction.Arguments); - listbox_function_arguments_Callback(hObject, eventdata, handles); - case 'No' - set(handles.popupmenu_argument_types,'Value',curFunction.ArgumentTypes(curfFidx)); - popupmenu_argument_types_Callback(hObject, eventdata, handles); - return; - end -end - - -% --- Executes during object creation, after setting all properties. -function popupmenu_argument_types_CreateFcn(hObject, eventdata, handles) -% hObject handle to popupmenu_argument_types (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: popupmenu controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - -% --- Executes on button press in checkbox_valid_oxy. -function checkbox_valid_oxy_Callback(hObject, eventdata, handles) -% hObject handle to checkbox_valid_oxy (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hint: get(hObject,'Value') returns toggle state of checkbox_valid_oxy - - -% --- Executes on button press in checkbox_valid_raw. -function checkbox_valid_raw_Callback(hObject, eventdata, handles) -% hObject handle to checkbox_valid_raw (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hint: get(hObject,'Value') returns toggle state of checkbox_valid_raw - -function newName=cleanNameForINI(Name) - - if(iscell(Name)) - Name=Name{1}; - end - persistent Numbers LowerCases UpperCases - - if isempty(Numbers) - Numbers = arrayfun(@(n) {sprintf('%u',n)},0:9); - LowerCases = arrayfun(@(n) {char(n+96)},1:26); - UpperCases = arrayfun(@(n) {char(n+64)},1:26); - end - - newName = ''; - for n = 1:length(Name) - Character = Name(n); - switch(Character) - case Numbers - case LowerCases - case UpperCases diff --git a/GUI/.!36671!processFNIRS2_configureMethods.m b/GUI/.!36671!processFNIRS2_configureMethods.m deleted file mode 100644 index 52268c86..00000000 --- a/GUI/.!36671!processFNIRS2_configureMethods.m +++ /dev/null @@ -1,486 +0,0 @@ -function varargout = processFNIRS2_configureMethods(varargin) -% PROCESSFNIRS2_CONFIGUREMETHODS MATLAB code for processFNIRS2_configureMethods.fig -% PROCESSFNIRS2_CONFIGUREMETHODS, by itself, creates a new PROCESSFNIRS2_CONFIGUREMETHODS or raises the existing -% singleton*. -% -% H = PROCESSFNIRS2_CONFIGUREMETHODS returns the handle to a new PROCESSFNIRS2_CONFIGUREMETHODS or the handle to -% the existing singleton*. -% -% PROCESSFNIRS2_CONFIGUREMETHODS('CALLBACK',hObject,eventData,handles,...) calls the local -% function named CALLBACK in PROCESSFNIRS2_CONFIGUREMETHODS.M with the given input arguments. -% -% PROCESSFNIRS2_CONFIGUREMETHODS('Property','Value',...) creates a new PROCESSFNIRS2_CONFIGUREMETHODS or raises the -% existing singleton*. Starting from the left, property value pairs are -% applied to the GUI before processFNIRS2_configureMethods_OpeningFcn gets called. An -% unrecognized property name or invalid value makes property application -% stop. All inputs are passed to processFNIRS2_configureMethods_OpeningFcn via varargin. -% -% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one -% instance to run (singleton)". -% -% See also: GUIDE, GUIDATA, GUIHANDLES - -% Edit the above text to modify the response to help processFNIRS2_configureMethods - -% Last Modified by GUIDE v2.5 28-Jun-2019 13:05:30 - -% Begin Initialization code - DO NOT EDIT -gui_Singleton = 1; -gui_State = struct('gui_Name', mfilename, ... - 'gui_Singleton', gui_Singleton, ... - 'gui_OpeningFcn', @processFNIRS2_configureMethods_OpeningFcn, ... - 'gui_OutputFcn', @processFNIRS2_configureMethods_OutputFcn, ... - 'gui_LayoutFcn', [] , ... - 'gui_Callback', []); -if nargin && ischar(varargin{1}) - gui_State.gui_Callback = str2func(varargin{1}); -end - -if nargout - [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); -else - gui_mainfcn(gui_State, varargin{:}); -end -% End Initialization code - DO NOT EDIT - - -% --- Executes just before processFNIRS2_configureMethods is made visible. -function processFNIRS2_configureMethods_OpeningFcn(hObject, eventdata, handles, varargin) -% This function has no output args, see OutputFcn. -% hObject handle to figure -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -% varargin command line arguments to processFNIRS2_configureMethods (see VARARGIN) - -% Choose default command line output for processFNIRS2_configureMethods -handles.output = hObject; - -global configureMode -if(~isempty(varargin)) - if(strcmp(varargin{1},'raw')||strcmp(varargin{1},'oxy')) - configureMode.type=varargin{1}; - elseif(isstring(varargin{1})) - error('Invalid Method type %s\nPlease enter ''raw'' or ''oxy''',varargin{1}); - else - error('Invalid type\nPlease enter ''raw'' or ''oxy'''); - end -else - configureMode.type='raw'; - disp('No mode selected, entering Raw Method configuration mode'); -end - -set(handles.text_title,'String',sprintf('Configure Methods: %s mode',configureMode.type)); - -if(length(varargin)>1) - handles.main_GUI_handles=varargin{2}.main_GUI_handles; - handles.main_GUI_hObject=varargin{2}.main_GUI_hObject; -end - -configureMode.isRaw=strcmp(configureMode.type,'raw'); - -% Update handles structure -guidata(hObject, handles); - - -global PF2 -global setF - -PF2.defaultOxyMethodsPath=sprintf('%s/pf2_oxy_methods_stored_pf2.cfg',prefdir); -PF2.defaultRawMethodsPath=sprintf('%s/pf2_raw_methods_stored_pf2.cfg',prefdir); - -if(~isfield(PF2,'myRawMethods')) - PF2.myRawMethods=loadMethods(PF2.defaultRawMethodsPath,true); -end -if(~isfield(PF2,'myOxyMethods')) - PF2.myOxyMethods=loadMethods(PF2.defaultOxyMethodsPath,true); - %processFNIRS2_configureMethods() -end - -if(configureMode.isRaw) - PF2.myMethods=PF2.myRawMethods; -else - PF2.myMethods=PF2.myOxyMethods; -end - -updateCurrentMethods(handles); - -PF2.availableFunctionsPath=sprintf('%s/pf2_functions_stored_pf2.cfg',prefdir); -if(~isfield(PF2,'myFunctions')) - PF2.myFunctions=loadFunctions(PF2.availableFunctionsPath,true); - - defaultFunctionsPath=sprintf('%s/prefs/%s',pf2_base.pf2_defaultRootPath,'pf2_functions_default.cfg'); - if(pf2_base.isnestedfield(PF2.myFunctions,'cfg.Sections')) - if(isempty(PF2.myFunctions.cfg.Sections)) - answer = questdlg('No saved functions found! Would you like to import the default function library?','Load Default Functions','Yes','No','Yes'); - - switch(answer) - case 'Yes' - if(~importFunctions(defaultFunctionsPath)) - warning('Unable to find functions at %s! Please load another file',defaultFunctionsPath); - importFunctions(); - end - case 'No' - - end - end - else - error('Unable to import or create stored function file'); - end - %processFNIRS2_configureMethods() -end - - -updateCurrentFunctions(handles); -refreshCurrentFunctions(handles); -listbox_myMethods_Callback(hObject, eventdata, handles); - - - -% UIWAIT makes processFNIRS2_configureMethods wait for user response (see UIRESUME) -% uiwait(handles.figure1); - - -% --- Outputs from this function are returned to the command line. -function varargout = processFNIRS2_configureMethods_OutputFcn(hObject, eventdata, handles) -% varargout cell array for returning output args (see VARARGOUT); -% hObject handle to figure -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Get default command line output from handles structure -varargout{1} = handles.output; - - -% --- Executes on button press in pushbutton_addFunction. -function pushbutton_addFunction_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_addFunction (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -curSelected=get(handles.listbox_availableFunctions,'Value'); -availFnames=get(handles.listbox_availableFunctions,'String'); - -f2add=availFnames(curSelected); - -curFnames=get(handles.listbox_currentFunctions,'String'); -curFnames=[curFnames;f2add]; -set(handles.listbox_currentFunctions,'String',curFnames); - - -add2method(f2add); - -set(handles.listbox_currentFunctions,'Value',length(curFnames)); -listbox_currentFunctions_Callback(hObject, eventdata, handles); - -function automatic_add_OD_function(handles) -% hObject handle to pushbutton_addFunction (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -%curSelected=get(handles.listbox_availableFunctions,'Value'); -%availFnames=get(handles.listbox_availableFunctions,'String'); -% -%f2add=availFnames(curSelected); -updateCurrentMethods(handles); -f2add='pf2_Intensity2OD'; -curFnames=get(handles.listbox_currentFunctions,'String'); -isListEmpty=isempty(curFnames); -curFnames=[curFnames;f2add]; -set(handles.listbox_currentFunctions,'String',curFnames); - - -add2method(f2add); - -if(isListEmpty) - set(handles.listbox_currentFunctions,'Value',1); -else - set(handles.listbox_currentFunctions,'Value',length(curFnames)); -end -%listbox_currentFunctions_Callback([], [], handles); - - -% --- Executes on selection change in listbox_currentFunctions. -function listbox_currentFunctions_Callback(hObject, eventdata, handles) -% hObject handle to listbox_currentFunctions (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: contents = cellstr(get(hObject,'String')) returns listbox_currentFunctions contents as cell array -% contents{get(hObject,'Value')} returns selected item from listbox_currentFunctions -curSelected=get(handles.listbox_currentFunctions,'Value'); -curFunctionNames=get(handles.listbox_currentFunctions,'String'); -if(~isempty(curFunctionNames)&&~isempty(curSelected)) - curFnames=get(handles.listbox_currentFunctions,'String'); - if(iscell(curFnames)) - curFname= curFnames{curSelected(1)}; - else - curFname=curFnames; - end - - - global PF2 - - set(handles.text_functionName,'String',PF2.myFunctions.cfg.(curFname).Name); - newDescrip=PF2.myFunctions.cfg.(curFname).Description; - %newlines=strfind(newDescrip,"\\n"); - newDescrip=text2multiline(newDescrip); - set(handles.edit_functionDescription,'String',newDescrip); - newArguments=PF2.myFunctions.cfg.(curFname).Arguments; - set(handles.listbox_inputSelect,'String',newArguments); - if(length(newArguments)>0) - set(handles.listbox_inputSelect,'Value',1); - set(handles.listbox_inputSelect,'Enable','on'); - listbox_inputSelect_Callback(hObject, eventdata, handles); - end -else - set(handles.listbox_inputSelect,'String',""); - listbox_inputSelect_Callback(hObject, eventdata, handles); - - set(handles.text_functionName,'String',"No Function Selected"); - set(handles.edit_functionDescription,'String',"Please add a function"); - -end -% --- Executes during object creation, after setting all properties. -function listbox_currentFunctions_CreateFcn(hObject, eventdata, handles) -% hObject handle to listbox_currentFunctions (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: listbox controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - -% --- Executes on button press in pushbutton_moveUp. -function pushbutton_moveUp_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_moveUp (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -curSelected=get(handles.listbox_currentFunctions,'Value'); -curFnames=get(handles.listbox_currentFunctions,'String'); - -if(min(curSelected>1)) - oldInd=1:length(curFnames); - oldInd(curSelected)=[]; - newPos=curSelected-1; - newInd=zeros(size(curFnames)); - newInd(newPos)=curSelected; - i2=1; - for i=1:length(newInd) - if(newInd(i)==0) - newInd(i)=oldInd(i2); - i2=i2+1; - end - end - - - set(handles.listbox_currentFunctions,'String',curFnames(newInd)); - set(handles.listbox_currentFunctions,'Value',newPos); - - setMethodFunctionIndexes(newInd); -end - -% --- Executes on button press in pushbutton_moveDown. -function pushbutton_moveDown_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_moveDown (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) -curSelected=get(handles.listbox_currentFunctions,'Value'); -curFnames=get(handles.listbox_currentFunctions,'String'); - -if(max(curSelected0) - set(handles.listbox_inputSelect,'Value',1); - listbox_inputSelect_Callback(hObject, eventdata, handles); - end - set(handles.listbox_inputSelect,'Enable','off'); -else - set(handles.listbox_inputSelect,'String',""); - listbox_inputSelect_Callback(hObject, eventdata, handles); - - set(handles.text_functionName,'String',"No Function Selected"); - set(handles.edit_functionDescription,'String',"Please add a function"); - -end - -% --- Executes during object creation, after setting all properties. -function listbox_availableFunctions_CreateFcn(hObject, eventdata, handles) -% hObject handle to listbox_availableFunctions (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: listbox controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - - - -function edit_methodName_Callback(hObject, eventdata, handles) -% hObject handle to edit_methodName (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -% Hints: get(hObject,'String') returns contents of edit_methodName as text -% str2double(get(hObject,'String')) returns contents of edit_methodName as a double -%global PF2 -%str=get(handles.edit_methodName,'String'); -%str(str==' ')='_'; -%PF2.currentMethod.name=str; -%set(handles.edit_methodName,'String',str); -% --- Executes during object creation, after setting all properties. -function edit_methodName_CreateFcn(hObject, eventdata, handles) -% hObject handle to edit_methodName (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles empty - handles not created until after all CreateFcns called - -% Hint: edit controls usually have a white background on Windows. -% See ISPC and COMPUTER. -if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) - set(hObject,'BackgroundColor','white'); -end - -function saveMethods(myMethods,isRaw) -global PF2 - -%saves methods and assigns to global structure for usage outside of -%configurefnirs - - -myMethods=packMethods(myMethods); - -if(isRaw) - PF2.myRawMethods=myMethods; - PF2.myRawMethods.cfg.write(); - PF2.myRawMethods=unpackMethods(PF2.myRawMethods); -else - PF2.myOxyMethods=myMethods; - PF2.myOxyMethods.cfg.write(); - PF2.myOxyMethods=unpackMethods(PF2.myOxyMethods); -end - - -% --- Executes on button press in pushbutton_rename. -function pushbutton_rename_Callback(hObject, eventdata, handles) -% hObject handle to pushbutton_rename (see GCBO) -% eventdata reserved - to be defined in a future version of MATLAB -% handles structure with handles and user data (see GUIDATA) - -newName=get(handles.edit_methodName,'String'); - -newName=cleanNameForINI(newName); - - -global PF2 -global configureMode -oldName=PF2.currentMethod.name; -set(handles.edit_methodName,'String',newName); - -if(~strcmp(newName,oldName)) - - if(strcmp(newName,'None')) - disp('Reserved method name'); - return; - end - - - if(ismember(newName,PF2.myMethods.cfg.Sections)) - answer = questdlg('Method already exits, replace?','Duplicate Method','Replace','Cancel','Replace'); - if(strcmp(answer,'Replace')) - PF2.myMethods.cfg.remove(oldName); - PF2.myMethods.cfg.remove(newName); - PF2.myMethods.cfg.add(newName,PF2.currentMethod.F); - saveMethods(PF2.myMethods,configureMode.isRaw); - end - else - PF2.myMethods.cfg.remove(oldName); - PF2.myMethods.cfg.add(newName,PF2.currentMethod.F); - saveMethods(PF2.myMethods,configureMode.isRaw); - end - updateCurrentMethods(handles); - refreshCurrentFunctions(handles); - setCurrentMethodByName(handles,newName); -end - -function newName=cleanNameForINI(Name) - - if(iscell(Name)) - Name=Name{1}; - end - persistent Numbers LowerCases UpperCases - - if isempty(Numbers) - Numbers = arrayfun(@(n) {sprintf('%u',n)},0:9); - LowerCases = arrayfun(@(n) {char(n+96)},1:26); - UpperCases = arrayfun(@(n) {char(n+64)},1:26); - end - - newName = ''; - for n = 1:length(Name) - Character = Name(n); - switch(Character) - case Numbers - case LowerCases - case UpperCases diff --git a/GUI/probeCheckGUI.m b/GUI/probeCheckGUI.m index d57690df..2e643332 100644 --- a/GUI/probeCheckGUI.m +++ b/GUI/probeCheckGUI.m @@ -81,7 +81,14 @@ function probeCheckGUI_OpeningFcn(hObject, eventdata, handles, varargin) pf2ChannelCheck.multiFigure=get(handles.checkbox_multiFigureMode,'Value'); end -delete pf2ChannelCheck.maskIndicators; +% Clean up existing graphics handles if they exist +if isfield(pf2ChannelCheck, 'maskIndicators') && ~isempty(pf2ChannelCheck.maskIndicators) + for i = 1:length(pf2ChannelCheck.maskIndicators) + if ~isempty(pf2ChannelCheck.maskIndicators{i}) && isvalid(pf2ChannelCheck.maskIndicators{i}) + delete(pf2ChannelCheck.maskIndicators{i}); + end + end +end pf2ChannelCheck.maskIndicators = []; pf2ChannelCheck.plotHandles =[]; pf2ChannelCheck.mainPlotHandle =[]; @@ -174,11 +181,7 @@ function probeCheckGUI_OpeningFcn(hObject, eventdata, handles, varargin) if(isfield(pf2ChannelCheck,'filepath')&&~isempty(pf2ChannelCheck.filepath)) [pathstr, name, ext] = fileparts(pf2ChannelCheck.filepath); - if(length(pathstr)>0) - filestr=[pathstr,'/',name,'_CH.mat']; - else - filestr=[name,'_CH.mat']; - end + filestr = buildChannelMaskPath(pathstr, name); if exist(filestr, 'file') == 2 @@ -339,7 +342,32 @@ function probeCheckGUI_OpeningFcn(hObject, eventdata, handles, varargin) pf2ChannelCheck.statsWV2.mean(i)=nanmean(data830(:)); pf2ChannelCheck.statsWV2.std(i)=nanmean(data830(:)); end - + +end + +% Pre-compute noisy channel flags (cached for fast lookup in plotChannelMini) +pf2ChannelCheck.isNoisy = (pf2ChannelCheck.statsWV1.cov > pf2ChannelCheck.noisyThreshold) | ... + (pf2ChannelCheck.statsWV2.cov > pf2ChannelCheck.noisyThreshold); + +% Initialize view time range +pf2ChannelCheck.viewTimeStart = min(pf2ChannelCheck.nirsData.time); +pf2ChannelCheck.viewTimeEnd = max(pf2ChannelCheck.nirsData.time); + +% Pre-compute downsampled data for mini plots (100 points max) +miniMaxPoints = 100; +channelsFilter = pf2ChannelCheck.ChannelNumbers > 0; +[pf2ChannelCheck.miniTimeX, miniDataY] = smartDownsample(pf2ChannelCheck.nirsData.time, ... + pf2ChannelCheck.nirsData.raw(:, channelsFilter), ... + miniMaxPoints); +% Store per-channel data and max values +pf2ChannelCheck.miniDataCache = cell(1, pf2ChannelCheck.numChannels); +pf2ChannelCheck.miniMaxVal = zeros(1, pf2ChannelCheck.numChannels); +for i = 1:pf2ChannelCheck.numChannels + curCh = find(pf2ChannelCheck.nirsData.probeinfo.Probe{pf2ChannelCheck.probeNum}.TableCh(channelsFilter,:).OptodeNumber == i); + if ~isempty(curCh) + pf2ChannelCheck.miniDataCache{i} = miniDataY(:, curCh); + pf2ChannelCheck.miniMaxVal(i) = max(0.01, nanmax(nanmax(miniDataY(:, curCh)))); + end end if(pf2ChannelCheck.multiFigure) @@ -675,8 +703,8 @@ function markUnmarkChannelFcn(hObject, eventdata, handles) if(isfield(pf2ChannelCheck,'selectionIndicator') && ishandle(pf2ChannelCheck.selectionIndicator)) pf2ChannelCheck.selectionIndicator.Visible = "off"; end - if exist('pf2ChannelCheck.selectionIndicator') - delete pf2ChannelCheck.selectionIndicator + if isfield(pf2ChannelCheck, 'selectionIndicator') && ~isempty(pf2ChannelCheck.selectionIndicator) && isvalid(pf2ChannelCheck.selectionIndicator) + delete(pf2ChannelCheck.selectionIndicator); end pf2ChannelCheck.selectionIndicator = text(mean(xl), mean(yl), 'O', 'HorizontalAlignment', 'center', 'FontSize', 60, 'Color', [0.2,0.2,0.2],'HitTest','off'); end @@ -724,77 +752,152 @@ function markUnmarkChannelFcn(hObject, eventdata, handles) % Force redraw only when strictly necessary drawnow limitrate; - + + +function plotChannelMini(ch) +% PLOTCHANNELMINI Fast mini-plot for channel overview grid +% Uses pre-computed cached data for instant rendering. + + global pf2ChannelCheck + global pf2ChannelCheckHandles + + % Use pre-computed cached data (no computation needed!) + if isempty(pf2ChannelCheck.miniDataCache{ch}) + return; + end + + timeX = pf2ChannelCheck.miniTimeX; + dataY = pf2ChannelCheck.miniDataCache{ch}; + maxVal = pf2ChannelCheck.miniMaxVal(ch); + numLines = size(dataY, 2); + + % Set up axes for click handling + channelTag = sprintf('ChAxes%i', ch); + set(gca, 'Tag', channelTag); + set(gca, 'ButtonDownFcn', @markUnmarkChannelFcn); + + hold off; + + % Initialize mini plot handles if needed + if ~isfield(pf2ChannelCheck, 'miniPlotHandles') + pf2ChannelCheck.miniPlotHandles = cell(1, pf2ChannelCheck.numChannels); + end + + % Plot or update lines - use thin lines for speed + if isempty(pf2ChannelCheck.miniPlotHandles) || length(pf2ChannelCheck.miniPlotHandles) < ch || isempty(pf2ChannelCheck.miniPlotHandles{ch}) + % Create new plots + pf2ChannelCheck.miniPlotHandles{ch} = gobjects(numLines, 1); + for i = 1:numLines + pf2ChannelCheck.miniPlotHandles{ch}(i) = plot(timeX, dataY(:, i), 'LineWidth', 1, 'HitTest', 'on'); + set(pf2ChannelCheck.miniPlotHandles{ch}(i), 'Tag', channelTag); + set(pf2ChannelCheck.miniPlotHandles{ch}(i), 'ButtonDownFcn', @markUnmarkChannelFcn); + hold on; + end + else + % Update existing plots (just update data - handles already exist) + for i = 1:numLines + if i <= length(pf2ChannelCheck.miniPlotHandles{ch}) && isvalid(pf2ChannelCheck.miniPlotHandles{ch}(i)) + set(pf2ChannelCheck.miniPlotHandles{ch}(i), 'XData', timeX, 'YData', dataY(:, i)); + else + pf2ChannelCheck.miniPlotHandles{ch}(i) = plot(timeX, dataY(:, i), 'LineWidth', 1, 'HitTest', 'on'); + set(pf2ChannelCheck.miniPlotHandles{ch}(i), 'Tag', channelTag); + set(pf2ChannelCheck.miniPlotHandles{ch}(i), 'ButtonDownFcn', @markUnmarkChannelFcn); + end + hold on; + end + end + + % Set axis limits + xlim([pf2ChannelCheck.viewTimeStart, pf2ChannelCheck.viewTimeEnd]); + if pf2ChannelCheck.autoscale + ylim([0, maxVal * 1.2]); + else + ylim([0, pf2ChannelCheck.globalstats.max * 1.1]); + end + + xl = xlim(); + yl = ylim(); + + % Initialize mini mask indicators if needed + if ~isfield(pf2ChannelCheck, 'miniMaskIndicators') + pf2ChannelCheck.miniMaskIndicators = cell(1, pf2ChannelCheck.numChannels); + end + + % Create or update rejection indicator (X or ~) + if length(pf2ChannelCheck.miniMaskIndicators) < ch || isempty(pf2ChannelCheck.miniMaskIndicators{ch}) + pf2ChannelCheck.miniMaskIndicators{ch} = text(mean(xl), mean(yl), '', ... + 'HorizontalAlignment', 'center', 'FontSize', 30, 'Visible', 'off', 'HitTest', 'on'); + set(pf2ChannelCheck.miniMaskIndicators{ch}, 'ButtonDownFcn', @markUnmarkChannelFcn); + set(pf2ChannelCheck.miniMaskIndicators{ch}, 'Tag', channelTag); + end + + % Update mask indicator + if pf2ChannelCheck.fchMask(ch) == 0 + set(pf2ChannelCheck.miniMaskIndicators{ch}, 'Visible', 'on', 'String', 'X', 'Color', [1, 0, 0]); + elseif pf2ChannelCheck.fchMask(ch) == 0.5 + set(pf2ChannelCheck.miniMaskIndicators{ch}, 'Visible', 'on', 'String', '~', 'Color', [0.91, 0.41, 0.17]); + else + set(pf2ChannelCheck.miniMaskIndicators{ch}, 'Visible', 'off'); + end + + % Simple noise indicator - use cached isNoisy flag + if pf2ChannelCheck.mark_noisy && pf2ChannelCheck.isNoisy(ch) + set(gca, 'Color', [1, 0.98, 0.94]); % Light orange/peach tint + else + set(gca, 'Color', 'white'); + end + + % Show selection highlight for current channel + if pf2ChannelCheck.curChannel == ch + if ~isfield(pf2ChannelCheck, 'miniSelectionIndicator') || isempty(pf2ChannelCheck.miniSelectionIndicator) || ~isvalid(pf2ChannelCheck.miniSelectionIndicator) + pf2ChannelCheck.miniSelectionIndicator = text(mean(xl), mean(yl), 'O', ... + 'HorizontalAlignment', 'center', 'FontSize', 50, 'Color', [0.2, 0.2, 0.2], 'HitTest', 'off'); + else + set(pf2ChannelCheck.miniSelectionIndicator, 'Parent', gca, 'Position', [mean(xl), mean(yl), 0]); + end + end + + hold off; + + % Hide tick labels for compact display + if pf2ChannelCheck.smallMode + set(gca, 'XTick', [], 'YTick', []); + end + + function statStr=getChannelStatStr(ch) global pf2ChannelCheck statStr='Stat Wv1 Wv2 All'; -testStr=sprintf('%.5f',pf2ChannelCheck.globalstats.cov); -testStr=strsplit(testStr,'.'); - -testStrMean=sprintf('%.5f',pf2ChannelCheck.globalstats.mean); -testStrMean=strsplit(testStrMean,'.'); -testStrStd=sprintf('%.5f',pf2ChannelCheck.globalstats.std); -testStrStd=strsplit(testStrStd,'.'); - -maxSigDig=5; - -sigdigcov=max(0,maxSigDig-length(testStr{1})); -sigdigmean=max(0,maxSigDig-length(testStrMean{1})); -sigdigstd=max(0,maxSigDig-length(testStrStd{1})); - -switch(sigdigmean) - case 6 - statStr=sprintf('%s\nm: %.6f %.6f %.6f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 5 - statStr=sprintf('%s\nm: %.5f %.5f %.5f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 4 - statStr=sprintf('%s\nm: %.4f %.4f %.4f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 3 - statStr=sprintf('%s\nm: %.3f %.3f %.3f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 2 - statStr=sprintf('%s\nm: %.2f %.2f %.2f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 1 - statStr=sprintf('%s\nm: %.1f %.1f %.1f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); - case 0 - statStr=sprintf('%s\nm: %.0f %.0f %.0f',statStr,pf2ChannelCheck.statsWV1.mean(ch),pf2ChannelCheck.statsWV2.mean(ch),pf2ChannelCheck.stats.mean(ch)); -end +% Calculate significant digits based on magnitude of global stats +maxSigDig = 5; +sigdigmean = calcSigDigits(pf2ChannelCheck.globalstats.mean, maxSigDig); +sigdigstd = calcSigDigits(pf2ChannelCheck.globalstats.std, maxSigDig); +sigdigcov = calcSigDigits(pf2ChannelCheck.globalstats.cov, maxSigDig); -switch(sigdigstd) - case 6 - statStr=sprintf('%s\ns: %.6f %.6f %.6f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 5 - statStr=sprintf('%s\ns: %.5f %.5f %.5f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 4 - statStr=sprintf('%s\ns: %.4f %.4f %.4f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 3 - statStr=sprintf('%s\ns: %.3f %.3f %.3f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 2 - statStr=sprintf('%s\ns: %.2f %.2f %.2f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 1 - statStr=sprintf('%s\ns: %.1f %.1f %.1f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); - case 0 - statStr=sprintf('%s\ns: %.0f %.0f %.0f',statStr,pf2ChannelCheck.statsWV1.std(ch),pf2ChannelCheck.statsWV2.std(ch),pf2ChannelCheck.stats.std(ch)); -end +% Format each row using dynamic precision +statStr = appendStatRow(statStr, 'm:', sigdigmean, ... + pf2ChannelCheck.statsWV1.mean(ch), pf2ChannelCheck.statsWV2.mean(ch), pf2ChannelCheck.stats.mean(ch)); +statStr = appendStatRow(statStr, 's:', sigdigstd, ... + pf2ChannelCheck.statsWV1.std(ch), pf2ChannelCheck.statsWV2.std(ch), pf2ChannelCheck.stats.std(ch)); +statStr = appendStatRow(statStr, 'Cv', sigdigcov, ... + pf2ChannelCheck.statsWV1.cov(ch), pf2ChannelCheck.statsWV2.cov(ch), pf2ChannelCheck.stats.cov(ch)); -switch(sigdigcov) - case 6 - statStr=sprintf('%s\nCv %.6f %.6f %.6f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 5 - statStr=sprintf('%s\nCv %.5f %.5f %.5f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 4 - statStr=sprintf('%s\nCv %.4f %.4f %.4f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 3 - statStr=sprintf('%s\nCv %.3f %.3f %.3f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 2 - statStr=sprintf('%s\nCv %.2f %.2f %.2f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 1 - statStr=sprintf('%s\nCv %.1f %.1f %.1f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); - case 0 - statStr=sprintf('%s\nCv %.0f %.0f %.0f',statStr,pf2ChannelCheck.statsWV1.cov(ch),pf2ChannelCheck.statsWV2.cov(ch),pf2ChannelCheck.stats.cov(ch)); -end + +function sigdig = calcSigDigits(value, maxSigDig) +% Calculate appropriate significant digits based on value magnitude + testStr = sprintf('%.5f', value); + parts = strsplit(testStr, '.'); + sigdig = max(0, maxSigDig - length(parts{1})); + + +function outStr = appendStatRow(inStr, label, precision, val1, val2, val3) +% Append a formatted statistics row with dynamic precision + fmtSpec = sprintf('%%.%df %%.%df %%.%df', precision, precision, precision); + valStr = sprintf(fmtSpec, val1, val2, val3); + outStr = sprintf('%s\n%s %s', inStr, label, valStr); @@ -859,28 +962,22 @@ function updateChannels(handles, forceUpdate) if(nargin<2) forceUpdate = false; end - - % OPTIMIZATION: Only update current channel in full detail + + % Plot current channel in full detail (main view) axes(pf2ChannelCheckHandles.mainCurAxesHandle); plotChannel(pf2ChannelCheck.curChannel, pf2ChannelCheck.showMarkers, true, true); - - % For other channels, only update if necessary + + % Use fast mini-plot for all channel overview panels for i=1:pf2ChannelCheck.numChannels - if i ~= pf2ChannelCheck.curChannel - % Check if axis needs update (e.g., channel status changed) - needsUpdate = forceUpdate; % Set criteria for when update is needed - - if needsUpdate - axes(pf2ChannelCheckHandles.chAxesHandles{i}); - plotChannel(i, false); - end - else + needsUpdate = forceUpdate || (i == pf2ChannelCheck.curChannel); + + if needsUpdate axes(pf2ChannelCheckHandles.chAxesHandles{i}); - plotChannel(i, false); + plotChannelMini(i); % Use fast mini-plot version end end - - % Reduce redraw frequency + + % Single redraw at the end drawnow limitrate; @@ -895,7 +992,7 @@ function rejectButton_Callback(hObject, eventdata, handles) pf2ChannelCheck.fchMask(pf2ChannelCheck.curChannel)=0; axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,false); +plotChannelMini(pf2ChannelCheck.curChannel); axes(pf2ChannelCheckHandles.mainCurAxesHandle); plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); @@ -910,7 +1007,7 @@ function noisyButton_Callback(hObject, eventdata, handles) global pf2ChannelCheckHandles pf2ChannelCheck.fchMask(pf2ChannelCheck.curChannel)=0.5; axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,false); +plotChannelMini(pf2ChannelCheck.curChannel); axes(pf2ChannelCheckHandles.mainCurAxesHandle); plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); @@ -928,7 +1025,7 @@ function cleanButton_Callback(hObject, eventdata, handles) global pf2ChannelCheckHandles pf2ChannelCheck.fchMask(pf2ChannelCheck.curChannel)=1; axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,false); +plotChannelMini(pf2ChannelCheck.curChannel); axes(pf2ChannelCheckHandles.mainCurAxesHandle); plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true); @@ -963,13 +1060,8 @@ function figure1_CloseRequestFcn(hObject, eventdata, handles) %If not already loaded write output if(isfield(pf2ChannelCheck,'fchMask')&&~isempty(pf2ChannelCheck.fchMask)&&~isempty(pf2ChannelCheck.filepath)) % doc fileparts: - [pathstr, name, ext] = fileparts(pf2ChannelCheck.filepath); - pathstr=sprintf('%s/',pathstr); - filestr=sprintf('%s_CH.mat',name); - if(length(pathstr)>1) - filestr=[pathstr,filestr]; - end - %filestr=[pathstr,'/',name,'_CH.mat']; + [pathstr, name, ~] = fileparts(pf2ChannelCheck.filepath); + filestr = buildChannelMaskPath(pathstr, name); if(~skipSave) pf2ChannelCheck.saved=true; @@ -1052,7 +1144,7 @@ function markUnmarkChannel(ch, eventdata) % Update only the channels that changed axes(pf2ChannelCheckHandles.chAxesHandles{ch}); - plotChannel(ch, false); + plotChannelMini(ch); % Only update the main display if the current channel changed if oldChannel ~= ch @@ -1088,13 +1180,8 @@ function savebutton_Callback(hObject, eventdata, handles) global pf2ChannelCheck if(isfield(pf2ChannelCheck,'filepath')&&~isempty(pf2ChannelCheck.filepath)) - [pathstr, name, ext] = fileparts(pf2ChannelCheck.filepath); - pathstr=sprintf('%s/',pathstr); - filestr=sprintf('%s_CH.mat',name); - if(length(pathstr)>1) - filestr=[pathstr,filestr]; - end - %filestr=[pathstr,'/',name,'_CH.mat']; + [pathstr, name, ~] = fileparts(pf2ChannelCheck.filepath); + filestr = buildChannelMaskPath(pathstr, name); fchMask=pf2ChannelCheck.fchMask; save(filestr,'fchMask'); @@ -1230,7 +1317,7 @@ function marker_listbox_Callback(hObject, eventdata, handles) plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,false,false); +plotChannelMini(pf2ChannelCheck.curChannel); % --- Executes during object creation, after setting all properties. function marker_listbox_CreateFcn(hObject, eventdata, handles) @@ -1333,10 +1420,10 @@ function pushbutton_prev_Callback(hObject, eventdata, handles) plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); axes(pf2ChannelCheckHandles.chAxesHandles{prevChannel}); -plotChannel(prevChannel,pf2ChannelCheck.showMarkers,false, false); +plotChannelMini(prevChannel); axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,false, false); +plotChannelMini(pf2ChannelCheck.curChannel); % --- Executes on button press in pushbutton_next. function pushbutton_next_Callback(hObject, eventdata, handles) @@ -1360,15 +1447,11 @@ function pushbutton_next_Callback(hObject, eventdata, handles) axes(pf2ChannelCheckHandles.mainCurAxesHandle); plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); -axes(pf2ChannelCheckHandles.mainCurAxesHandle); -plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,true, true); - axes(pf2ChannelCheckHandles.chAxesHandles{prevChannel}); -plotChannel(prevChannel,pf2ChannelCheck.showMarkers,false, false); +plotChannelMini(prevChannel); axes(pf2ChannelCheckHandles.chAxesHandles{pf2ChannelCheck.curChannel}); -plotChannel(pf2ChannelCheck.curChannel,pf2ChannelCheck.showMarkers,false, false); - +plotChannelMini(pf2ChannelCheck.curChannel); % --- Executes on button press in checkbox_autoscale. @@ -1404,11 +1487,22 @@ function checkbox_automark_noisy_Callback(hObject, eventdata, handles) if len > maxPoints % Calculate step size based on visible points step = max(1, floor(len/maxPoints)); - + % Basic downsampling for large datasets downsampledData = data(1:step:end, :); downsampledTime = time(1:step:end); else downsampledData = data; downsampledTime = time; + end + + +function filestr = buildChannelMaskPath(pathstr, name) +% BUILDCHANNELMASKPATH Construct channel mask file path +% Uses fullfile for cross-platform compatibility + filename = sprintf('%s_CH.mat', name); + if ~isempty(pathstr) + filestr = fullfile(pathstr, filename); + else + filestr = filename; end \ No newline at end of file diff --git a/README.md b/README.md index a00cead1..35011126 100644 --- a/README.md +++ b/README.md @@ -143,16 +143,32 @@ end Visualize and export your processed data: ```matlab % Visualize different aspects of the data -pf2.data.plot.oxy(myprocesseddata); % Plot oxygenation data -pf2.data.plot.raw(myprocesseddata); % Plot raw intensity data -pf2.data.plot.roi(myprocesseddata); % Plot region of interest data -pf2.data.plot.auxData(myprocesseddata); % Plot auxiliary data +pf2.data.plot.oxy(myprocesseddata); % Plot all channels +pf2.data.plot.oxy(myprocesseddata, 5); % Single channel +pf2.data.plot.oxy(myprocesseddata, 'baseline', 10); % With 10s baseline +pf2.data.plot.oxy(myprocesseddata, 1:5, 'ylim', [-2 2]); % Channels 1-5, fixed y +pf2.data.plot.raw(myprocesseddata); % Plot raw intensity data +pf2.data.plot.roi(myprocesseddata); % Plot region of interest data +pf2.data.plot.auxData(myprocesseddata); % Plot auxiliary data + +% Plots automatically show device, method, and DPF info in title +% e.g., "fNIR2000C | x5_TDDR | DPF(age=25)" % Export data to different formats pf2.export.asNIR(myprocesseddata, 'myexport.nir'); pf2.export.asSNIRF(myprocesseddata, 'myexport.snirf'); ``` +### Processing Metadata +Processed data includes `processingInfo` for reproducibility: +```matlab +% Access processing settings used +myprocesseddata.processingInfo.dpfMode % 'None', 'Fixed', 'Calc' +myprocesseddata.processingInfo.rawMethod % e.g., 'x5_TDDR' +myprocesseddata.processingInfo.deviceName % e.g., 'fNIR2000C' +myprocesseddata.processingInfo.timestamp % When processed +``` + ### Advanced Analysis with exploreFNIRS For group-level data exploration and statistical analysis, use the exploreFNIRS module: ```matlab diff --git a/processFNIRS2.m b/processFNIRS2.m index 2bfe4e4b..118fb64a 100644 --- a/processFNIRS2.m +++ b/processFNIRS2.m @@ -529,7 +529,10 @@ if(isfield(fData,'info')) outfNIR.info=fData.info; end - + + % Store processing context for reproducibility and plot enhancement + outfNIR.processingInfo = buildProcessingInfo(PF2, setF); + if(exist('outfNIR')) varargout={outfNIR}; @@ -681,5 +684,57 @@ function clearVarsOnClose() end +function info = buildProcessingInfo(PF2, setF) +% BUILDPROCESSINGINFO Create processing info struct for output +% +% Captures the processing settings used so plots can display them +% and analyses can be reproduced. + +info = struct(); +info.timestamp = datetime('now'); + +% DPF settings +if isfield(PF2, 'dpf_mode') + info.dpfMode = PF2.dpf_mode; +end +if isfield(PF2, 'curDPF_fixed') + info.dpfValue = PF2.curDPF_fixed; +end +if isfield(PF2, 'curDPF_age') + info.subjectAge = PF2.curDPF_age; +end + +% Baseline settings +if isfield(PF2, 'baseline') + if isfield(PF2.baseline, 'startTime') + info.baselineStart = PF2.baseline.startTime; + end + if isfield(PF2.baseline, 'blLength') + info.baselineLength = PF2.baseline.blLength; + end +end + +% Processing methods +if isfield(PF2, 'stageRawMethod') && isfield(PF2.stageRawMethod, 'name') + info.rawMethod = PF2.stageRawMethod.name; +end +if isfield(PF2, 'stageOxyMethod') && isfield(PF2.stageOxyMethod, 'name') + info.oxyMethod = PF2.stageOxyMethod.name; +end + +% Device info +if isstruct(setF) && isfield(setF, 'device') && isfield(setF.device, 'Info') + if isfield(setF.device.Info, 'DeviceName') + info.deviceName = setF.device.Info.DeviceName; + end + if isfield(setF.device.Info, 'DefaultSamplingRate') + info.samplingRate = setF.device.Info.DefaultSamplingRate; + end +end +% Quality control +if isfield(PF2, 'RejectLevel') + info.rejectLevel = PF2.RejectLevel; +end +end From 7fbbdfe84ffc7eebf101b537852d84b2ef3819e5 Mon Sep 17 00:00:00 2001 From: Adrian Curtin <48138055+AdrianCurtin@users.noreply.github.com> Date: Fri, 23 Jan 2026 19:44:30 -0500 Subject: [PATCH 03/71] Add unit tests for synthetic data processing Introduces SyntheticDataTest.m with comprehensive unit tests for pf2.data functions using synthetic data. Tests cover resampling, splitting, cropping, time shifting, concatenation, and edge cases to ensure correctness and numerical stability of core data manipulation routines. --- +pf2_base/+tests/+unit/SyntheticDataTest.m | 711 +++++++++++++++++++++ 1 file changed, 711 insertions(+) create mode 100644 +pf2_base/+tests/+unit/SyntheticDataTest.m diff --git a/+pf2_base/+tests/+unit/SyntheticDataTest.m b/+pf2_base/+tests/+unit/SyntheticDataTest.m new file mode 100644 index 00000000..888cec76 --- /dev/null +++ b/+pf2_base/+tests/+unit/SyntheticDataTest.m @@ -0,0 +1,711 @@ +classdef SyntheticDataTest < matlab.unittest.TestCase + % SYNTHETICDATATEST Unit tests using synthetic data with known ground truth + % + % These tests validate core data manipulation functions using synthetic + % data where we have complete mathematical control over inputs and can + % verify outputs exactly. This avoids reliance on "golden datasets" that + % may themselves contain errors. + % + % Tests cover: + % - pf2.data.resample - bin averaging, time alignment + % - pf2.data.split - time segmentation, baseline subtraction + % - pf2.data.crop - simple time extraction + % - pf2.data.setT0 - time reference shifting + % - pf2.data.concatenate - multi-probe merging + % + % Run all tests: + % results = runtests('pf2_base.tests.unit.SyntheticDataTest'); + % + % Run specific test: + % results = runtests('pf2_base.tests.unit.SyntheticDataTest/testResampleConstantData'); + + methods (Test) + %% ================================================================= + %% RESAMPLE TESTS - Verify bin averaging with known values + %% ================================================================= + + function testResampleConstantData(testCase) + % Test: Resampling constant data should preserve the constant value + % If all samples have value X, averaging into any bin should yield X + + constantValue = 42.5; + data = createMinimalProcessedData(100, 10, 4, constantValue); % 100 samples, 10 Hz, 4 channels + + % Resample to 1 Hz (10-sample bins) + resampled = pf2.data.resample(data, 1); + + % All resampled values should equal the constant + testCase.verifyEqual(resampled.HbO, repmat(constantValue, [10, 4]), ... + 'AbsTol', 1e-10, ... + 'Constant data should remain constant after resampling'); + testCase.verifyEqual(resampled.HbR, repmat(constantValue, [10, 4]), ... + 'AbsTol', 1e-10, ... + 'Constant HbR should remain constant after resampling'); + end + + function testResampleLinearRamp(testCase) + % Test: Resampling linear ramp should yield bin midpoint values + % For values [0,1,2,...,9] in a 10-sample bin, mean = 4.5 + + fs = 10; % 10 Hz + duration = 10; % 10 seconds = 100 samples + nChannels = 2; + nSamples = fs * duration; + + % Create linear ramp: 0, 0.1, 0.2, ... 9.9 + data = createMinimalProcessedData(nSamples, fs, nChannels, 0); + rampValues = (0:nSamples-1)' / fs; % Values match time + data.HbO = repmat(rampValues, [1, nChannels]); + data.HbR = repmat(rampValues, [1, nChannels]); + + % Resample to 1 Hz (10-sample bins) + resampled = pf2.data.resample(data, 1); + + % Expected: bin means are [0.45, 1.45, 2.45, ..., 9.45] + % Each 1-second bin contains values like [0,0.1,0.2,...,0.9] + % Mean of [0:9]*0.1 = 0.45 + expectedMeans = (0:9)' + 0.45; + + testCase.verifyEqual(resampled.HbO(:,1), expectedMeans, ... + 'RelTol', 1e-6, ... + 'Linear ramp should resample to bin midpoint values'); + end + + function testResamplePreservesSum(testCase) + % Test: Total "mass" should be approximately preserved + % sum(original) / nOriginalSamples ≈ sum(resampled) / nResampledSamples + + fs = 20; % 20 Hz + duration = 5; % 5 seconds + nChannels = 3; + nSamples = fs * duration; + + % Create random but seeded data + rng(12345); + data = createMinimalProcessedData(nSamples, fs, nChannels, 0); + data.HbO = randn(nSamples, nChannels) * 10 + 50; + data.HbR = randn(nSamples, nChannels) * 5 + 25; + + originalMeanHbO = mean(data.HbO, 1); + originalMeanHbR = mean(data.HbR, 1); + + % Resample to 2 Hz (10-sample bins) + resampled = pf2.data.resample(data, 0.5); + + resampledMeanHbO = mean(resampled.HbO, 1); + resampledMeanHbR = mean(resampled.HbR, 1); + + testCase.verifyEqual(resampledMeanHbO, originalMeanHbO, ... + 'RelTol', 0.05, ... + 'Global mean should be approximately preserved after resampling'); + testCase.verifyEqual(resampledMeanHbR, originalMeanHbR, ... + 'RelTol', 0.05, ... + 'Global mean should be approximately preserved after resampling'); + end + + function testResampleSamplingRateCalculation(testCase) + % Test: Output fs should exactly equal 1/segmentLength + + segmentLengths = [0.5, 1, 2, 5, 10]; + data = createMinimalProcessedData(1000, 10, 2, 1); + + for segLen = segmentLengths + resampled = pf2.data.resample(data, segLen); + expectedFs = 1 / segLen; + + testCase.verifyEqual(resampled.fs, expectedFs, ... + 'AbsTol', 1e-10, ... + sprintf('fs should be 1/%g = %g Hz', segLen, expectedFs)); + end + end + + function testResampleOutputLength(testCase) + % Test: Output length should be ceil(duration / segmentLength) + % The resample function creates bins that cover the full time range + + fs = 10; + duration = 23.7; % Non-integer duration + nSamples = round(fs * duration); + data = createMinimalProcessedData(nSamples, fs, 2, 1); + + segmentLength = 5; + resampled = pf2.data.resample(data, segmentLength); + + % The function creates bins from minTime to maxTime + % With 23.7 seconds and 5-second bins starting at 0: + % Bins: [0-5), [5-10), [10-15), [15-20), [20-25) = 5 bins + expectedBins = ceil(duration / segmentLength); + actualBins = size(resampled.HbO, 1); + + testCase.verifyEqual(actualBins, expectedBins, ... + 'Output should have ceil(duration/segmentLength) time bins'); + end + + function testResampleNaNHandling(testCase) + % Test: NaN values should be excluded from averaging (nanmean behavior) + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 0); + + % Channel 1: values 1-10 in first second + data.HbO(1:10, 1) = 1:10; % mean = 5.5 + data.HbR(1:10, 1) = 1:10; + + % Channel 2: same but with 5 NaNs + data.HbO(1:10, 2) = 1:10; + data.HbO(1:5, 2) = NaN; % Only values 6-10 remain, mean = 8 + data.HbR(1:10, 2) = 1:10; + data.HbR(1:5, 2) = NaN; + + resampled = pf2.data.resample(data, 1); + + testCase.verifyEqual(resampled.HbO(1, 1), 5.5, 'AbsTol', 1e-10, ... + 'Channel without NaN should average to 5.5'); + testCase.verifyEqual(resampled.HbO(1, 2), 8, 'AbsTol', 1e-10, ... + 'Channel with NaN should exclude NaNs and average to 8'); + end + + function testResampleCenterOnT0(testCase) + % Test: centerOnT0 should align bins to include t=0 + + fs = 10; + nSamples = 100; + data = createMinimalProcessedData(nSamples, fs, 1, 1); + % Time vector: 0, 0.1, 0.2, ..., 9.9 + + % Without centerOnT0: bins start at first sample + resampledDefault = pf2.data.resample(data, 2); + + % With centerOnT0: bins include t=0 as boundary + resampledCentered = pf2.data.resample(data, 2, 'centerOnT0', true); + + % Verify time alignment + testCase.verifyEqual(resampledCentered.time(1), 0, 'AbsTol', 1e-10, ... + 'With centerOnT0, first bin should start at t=0'); + end + + function testResampleTimeOutModes(testCase) + % Test: timeOutMode affects segmentTimes boundaries + % Note: For data starting at t=0, the .time field is similar across modes + % but .segmentTimes contains the full bin boundary information + + fs = 10; + data = createMinimalProcessedData(100, fs, 1, 1); + segLen = 2; % 2-second bins + + resStart = pf2.data.resample(data, segLen, 'timeOutMode', 'start'); + resMid = pf2.data.resample(data, segLen, 'timeOutMode', 'mid'); + resEnd = pf2.data.resample(data, segLen, 'timeOutMode', 'end'); + + % Verify segmentTimes field exists and has correct structure + % segmentTimes = [times_start, timeSeries, times_end] + testCase.verifySize(resStart.segmentTimes, [5, 3], ... + 'segmentTimes should have 3 columns (start, mid, end)'); + + % Verify bin widths are correct + binWidths = resStart.segmentTimes(:,3) - resStart.segmentTimes(:,1); + testCase.verifyEqual(binWidths, repmat(segLen, [5, 1]), ... + 'RelTol', 1e-8, ... + 'Bin widths should equal segment length'); + + % Verify time values are consistent with segmentTimes + % 'start' mode: time = segmentTimes(:,1) + testCase.verifyEqual(resStart.time, resStart.segmentTimes(:,1), ... + 'AbsTol', 1e-10, ... + 'start mode: time should match segmentTimes column 1'); + end + + function testResampleSpecifiedTimepoints(testCase) + % Test: specifiedTimepoints allows irregular resampling grid + + fs = 10; + data = createMinimalProcessedData(100, fs, 1, 0); + % Create recognizable pattern: value = floor(time) + data.HbO = floor(data.time); + data.HbR = floor(data.time); + + % Sample at specific times + specTimes = [1, 3, 7]; + resampled = pf2.data.resample(data, 'specifiedTimepoints', specTimes); + + testCase.verifyEqual(length(resampled.time), 3, ... + 'Should have exactly 3 output timepoints'); + testCase.verifyEqual(resampled.time(:), specTimes(:), 'AbsTol', 1e-6, ... + 'Output times should match specified timepoints'); + end + + %% ================================================================= + %% SPLIT / CROP TESTS - Verify time segmentation + %% ================================================================= + + function testSplitExactBoundaries(testCase) + % Test: split extracts exact time boundaries + + fs = 10; + nSamples = 100; + data = createMinimalProcessedData(nSamples, fs, 2, 0); + % Values equal time for easy verification + data.HbO = repmat(data.time, [1, 2]); + data.HbR = repmat(data.time, [1, 2]); + + % Split from 2.0 to 5.0 seconds + startTime = 2.0; + endTime = 5.0; + split_data = pf2.data.split(data, startTime, endTime); + + % Verify time bounds + testCase.verifyGreaterThanOrEqual(min(split_data.time), startTime, ... + 'Split start time should be >= requested start'); + testCase.verifyLessThanOrEqual(max(split_data.time), endTime, ... + 'Split end time should be <= requested end'); + + % Verify data values match time (since HbO = time) + testCase.verifyEqual(split_data.HbO(:,1), split_data.time, ... + 'AbsTol', 1e-10, ... + 'Extracted data values should match time values'); + end + + function testSplitPreservesSamplingRate(testCase) + % Test: split should preserve fs + + fs = 25; + data = createMinimalProcessedData(500, fs, 2, 1); + + split_data = pf2.data.split(data, 5, 15); + + testCase.verifyEqual(split_data.fs, fs, ... + 'Split should preserve sampling rate'); + end + + function testSplitSampleCount(testCase) + % Test: split should return correct number of samples + + fs = 10; + data = createMinimalProcessedData(200, fs, 1, 1); + + startTime = 3.0; + endTime = 8.0; + expectedDuration = endTime - startTime; + expectedSamples = expectedDuration * fs; + + split_data = pf2.data.split(data, startTime, endTime); + actualSamples = size(split_data.HbO, 1); + + % Allow +/- 1 sample for boundary conditions + testCase.verifyEqual(actualSamples, expectedSamples, 'AbsTol', 1, ... + sprintf('Expected ~%d samples for %.1fs at %d Hz', ... + expectedSamples, expectedDuration, fs)); + end + + function testResampleWithBaselineStruct(testCase) + % Test: resample with separate baseline struct works correctly + % Uses blfNIR parameter to pass pre-computed baseline + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 0); + + % Set up known values: + % Task period: value = 15 + data.HbO(:, :) = 15; + data.HbR(:, :) = 15; + data.HbTotal(:, :) = 15; + data.HbDiff(:, :) = 15; + data.CBSI(:, :) = 15; + + % Create separate baseline struct with value = 10 + baseline = createMinimalProcessedData(20, fs, 2, 10); + baseline.HbTotal(:, :) = 10; + baseline.HbDiff(:, :) = 10; + baseline.CBSI(:, :) = 10; + + % Resample with separate baseline struct + resampled = pf2.data.resample(data, 1, 'blfNIR', baseline); + + % After baseline subtraction: 15 - 10 = 5 + testCase.verifyEqual(resampled.HbO(1,1), 5, 'AbsTol', 1e-10, ... + 'HbO should be 15-10=5 after baseline subtraction'); + testCase.verifyEqual(resampled.HbR(1,1), 5, 'AbsTol', 1e-10, ... + 'HbR should be 15-10=5 after baseline subtraction'); + end + + function testSplitNoBaseline(testCase) + % Test: split without baseline should preserve values + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 0); + + % Set up recognizable pattern + data.HbO = repmat(data.time, [1, 2]); % Values = time + data.HbR = data.HbO; + + % Split from 3 to 7 seconds + split_data = pf2.data.split(data, 3, 7); + + % Values should match time (no baseline subtraction) + testCase.verifyEqual(split_data.HbO(:,1), split_data.time, ... + 'AbsTol', 1e-10, ... + 'Split without baseline should preserve values'); + end + + function testCropSimpleExtraction(testCase) + % Test: crop is a simple split without baseline + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 42); + + cropped = pf2.data.crop(data, 3, 7); + + % Verify extraction worked + testCase.verifyGreaterThanOrEqual(min(cropped.time), 3, ... + 'Cropped start should be >= 3'); + testCase.verifyLessThanOrEqual(max(cropped.time), 7, ... + 'Cropped end should be <= 7'); + + % Values should be unchanged (no baseline subtraction) + testCase.verifyEqual(unique(cropped.HbO(:)), 42, ... + 'Crop should not modify values'); + end + + %% ================================================================= + %% SETT0 TESTS - Verify time reference shifting + %% ================================================================= + + function testSetT0ShiftsTimeCorrectly(testCase) + % Test: setT0 shifts all time values by specified amount + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 1); + originalTime = data.time; + + shiftAmount = 5; % Shift by 5 seconds + shifted = pf2.data.setT0(data, shiftAmount); + + expectedTime = originalTime - shiftAmount; + testCase.verifyEqual(shifted.time, expectedTime, ... + 'AbsTol', 1e-10, ... + 'Time should be shifted by exactly t0 amount'); + end + + function testSetT0PreservesIntervals(testCase) + % Test: time intervals should remain unchanged + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 1); + originalDiffs = diff(data.time); + + shifted = pf2.data.setT0(data, 7.3); + shiftedDiffs = diff(shifted.time); + + testCase.verifyEqual(shiftedDiffs, originalDiffs, ... + 'AbsTol', 1e-12, ... + 'Time intervals should be unchanged after setT0'); + end + + function testSetT0ZeroShift(testCase) + % Test: shifting by 0 should not change time + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 1); + originalTime = data.time; + + shifted = pf2.data.setT0(data, 0); + + testCase.verifyEqual(shifted.time, originalTime, ... + 'AbsTol', 1e-12, ... + 'Zero shift should not change time'); + end + + function testSetT0NegativeShift(testCase) + % Test: negative shift should also work + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 1); + originalTime = data.time; + + shiftAmount = -3; + shifted = pf2.data.setT0(data, shiftAmount); + + expectedTime = originalTime - shiftAmount; % Subtracting negative = adding + testCase.verifyEqual(shifted.time, expectedTime, ... + 'AbsTol', 1e-10, ... + 'Negative shift should add to time'); + end + + function testSetT0PreservesData(testCase) + % Test: setT0 should not modify data values + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 0); + rng(999); + data.HbO = randn(100, 2); + data.HbR = randn(100, 2); + originalHbO = data.HbO; + originalHbR = data.HbR; + + shifted = pf2.data.setT0(data, 10); + + testCase.verifyEqual(shifted.HbO, originalHbO, ... + 'HbO values should not change with setT0'); + testCase.verifyEqual(shifted.HbR, originalHbR, ... + 'HbR values should not change with setT0'); + end + + %% ================================================================= + %% CONCATENATE TESTS - Verify multi-probe merging + %% ================================================================= + + function testConcatenateChannelCount(testCase) + % Test: concatenate should sum channel counts + + fs = 10; + data1 = createMinimalProcessedData(100, fs, 5, 1); + data2 = createMinimalProcessedData(100, fs, 3, 2); + + merged = pf2.data.concatenate({data1, data2}); + + expectedChannels = 5 + 3; + actualChannels = size(merged.HbO, 2); + + testCase.verifyEqual(actualChannels, expectedChannels, ... + 'Merged data should have sum of channel counts'); + end + + function testConcatenatePreservesValues(testCase) + % Test: values from each source should be preserved + + fs = 10; + data1 = createMinimalProcessedData(100, fs, 2, 10); % All 10s + data2 = createMinimalProcessedData(100, fs, 3, 20); % All 20s + + merged = pf2.data.concatenate({data1, data2}); + + % First 2 channels should be 10, next 3 should be 20 + testCase.verifyEqual(unique(merged.HbO(:, 1:2)), 10, ... + 'First source channels should have original values'); + testCase.verifyEqual(unique(merged.HbO(:, 3:5)), 20, ... + 'Second source channels should have original values'); + end + + function testConcatenateFchMask(testCase) + % Test: fchMask should be concatenated correctly + + fs = 10; + data1 = createMinimalProcessedData(100, fs, 3, 1); + data2 = createMinimalProcessedData(100, fs, 2, 1); + + data1.fchMask = [1, 0, 1]; % Channel 2 bad + data2.fchMask = [0, 1]; % Channel 1 bad + + merged = pf2.data.concatenate({data1, data2}); + + expectedMask = [1, 0, 1, 0, 1]; + testCase.verifyEqual(merged.fchMask, expectedMask, ... + 'fchMask should be concatenated'); + end + + function testConcatenateProbeNum(testCase) + % Test: probeNum should identify source of each channel + + fs = 10; + data1 = createMinimalProcessedData(100, fs, 4, 1); + data2 = createMinimalProcessedData(100, fs, 3, 2); + + merged = pf2.data.concatenate({data1, data2}); + + % First 4 channels from probe 1, next 3 from probe 2 + expectedProbeNum = [1, 1, 1, 1, 2, 2, 2]; + testCase.verifyEqual(merged.probeNum, expectedProbeNum, ... + 'probeNum should identify source probe'); + end + + function testConcatenateDifferentSamplingRates(testCase) + % Test: concatenate should resample to common rate + + data1 = createMinimalProcessedData(100, 10, 2, 1); % 10 Hz + data2 = createMinimalProcessedData(100, 20, 2, 2); % 20 Hz + + merged = pf2.data.concatenate({data1, data2}); + + % Should resample to lower rate (10 Hz) + testCase.verifyEqual(merged.fs, 10, ... + 'Should resample to lower sampling rate'); + end + + function testConcatenateThreeProbes(testCase) + % Test: should work with more than 2 probes + + fs = 10; + data1 = createMinimalProcessedData(100, fs, 2, 1); + data2 = createMinimalProcessedData(100, fs, 3, 2); + data3 = createMinimalProcessedData(100, fs, 4, 3); + + merged = pf2.data.concatenate({data1, data2, data3}); + + expectedChannels = 2 + 3 + 4; + testCase.verifyEqual(size(merged.HbO, 2), expectedChannels, ... + 'Should concatenate all three probes'); + + expectedProbeNum = [1, 1, 2, 2, 2, 3, 3, 3, 3]; + testCase.verifyEqual(merged.probeNum, expectedProbeNum, ... + 'probeNum should track all three sources'); + end + + %% ================================================================= + %% EDGE CASE TESTS + %% ================================================================= + + function testResampleSingleBin(testCase) + % Test: resampling to single bin should work + + fs = 10; + duration = 5; + data = createMinimalProcessedData(fs * duration, fs, 2, 7); + + % Segment length equals total duration + resampled = pf2.data.resample(data, duration); + + testCase.verifyEqual(size(resampled.HbO, 1), 1, ... + 'Should produce single time bin'); + testCase.verifyEqual(resampled.HbO(1, 1), 7, 'AbsTol', 1e-10, ... + 'Single bin value should equal constant input'); + end + + function testSplitEntireRange(testCase) + % Test: splitting entire range should preserve data + + fs = 10; + nSamples = 100; + data = createMinimalProcessedData(nSamples, fs, 2, 5); + + startTime = min(data.time); + endTime = max(data.time); + split_data = pf2.data.split(data, startTime, endTime + 1/fs); + + testCase.verifyEqual(size(split_data.HbO), size(data.HbO), ... + 'Splitting entire range should preserve dimensions'); + end + + function testResampleAllNaN(testCase) + % Test: all-NaN data should produce NaN output + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, NaN); + + resampled = pf2.data.resample(data, 1); + + testCase.verifyTrue(all(isnan(resampled.HbO(:))), ... + 'All-NaN input should produce all-NaN output'); + end + + function testConcatenateSingleInput(testCase) + % Test: concatenate with single input should return equivalent data + + fs = 10; + data = createMinimalProcessedData(100, fs, 3, 42); + + merged = pf2.data.concatenate({data}); + + testCase.verifyEqual(size(merged.HbO), size(data.HbO), ... + 'Single-input concatenate should preserve dimensions'); + testCase.verifyEqual(merged.HbO, data.HbO, ... + 'Single-input concatenate should preserve values'); + end + + %% ================================================================= + %% NUMERICAL PRECISION TESTS + %% ================================================================= + + function testResampleNumericalStability(testCase) + % Test: very small and very large values should resample correctly + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 0); + + % Channel 1: very small values + data.HbO(:, 1) = 1e-15; + data.HbR(:, 1) = 1e-15; + + % Channel 2: very large values + data.HbO(:, 2) = 1e15; + data.HbR(:, 2) = 1e15; + + resampled = pf2.data.resample(data, 1); + + testCase.verifyEqual(resampled.HbO(1, 1), 1e-15, 'RelTol', 1e-10, ... + 'Very small values should be preserved'); + testCase.verifyEqual(resampled.HbO(1, 2), 1e15, 'RelTol', 1e-10, ... + 'Very large values should be preserved'); + end + + function testTimeVectorMonotonicity(testCase) + % Test: output time vector should be strictly increasing + + fs = 10; + data = createMinimalProcessedData(100, fs, 2, 1); + + resampled = pf2.data.resample(data, 2); + + timeDiffs = diff(resampled.time); + testCase.verifyTrue(all(timeDiffs > 0), ... + 'Resampled time vector should be strictly increasing'); + end + end +end + +%% ======================================================================= +%% HELPER FUNCTIONS +%% ======================================================================= + +function data = createMinimalProcessedData(nSamples, fs, nChannels, fillValue) + % CREATEMINIMALPROCESSEDDATA Create minimal processed fNIRS struct for testing + % + % Creates the minimum viable processed fNIRS data structure with + % specified dimensions and fill value. All biomarker fields (HbO, HbR, + % HbTotal, HbDiff, CBSI) are filled with the same value. + % + % Inputs: + % nSamples - Number of time samples + % fs - Sampling frequency (Hz) + % nChannels - Number of fNIRS channels + % fillValue - Value to fill all data arrays (can be NaN) + % + % Output: + % data - Minimal fNIRS struct suitable for pf2.data.* functions + + % Time vector + data.time = (0:nSamples-1)' / fs; + data.fs = fs; + + % Biomarker fields + data.HbO = ones(nSamples, nChannels) * fillValue; + data.HbR = ones(nSamples, nChannels) * fillValue; + data.HbTotal = ones(nSamples, nChannels) * fillValue; + data.HbDiff = ones(nSamples, nChannels) * fillValue; + data.CBSI = ones(nSamples, nChannels) * fillValue; + + % Channel metadata + data.fchMask = ones(1, nChannels); + data.channels = 1:nChannels; + + % Empty markers + data.markers = []; + + % Raw field (required by concatenate - stores empty placeholder) + % In real data this would be [T x C*2] for two wavelengths + data.raw = ones(nSamples, nChannels * 2) * fillValue; + + % DPF_factor (required by concatenate) + data.DPF_factor = 1; + + % Units + data.units = 'uM'; + + % Minimal info + data.info = struct(); + data.info.header = struct(); + data.info.header.filename = 'synthetic_test'; + data.info.probename = 'synthetic'; + + % Reference time + data.t0 = datetime('now'); +end From bb2d606b484e9c35aec40aea1248e5d983403194 Mon Sep 17 00:00:00 2001 From: Adrian Curtin <48138055+AdrianCurtin@users.noreply.github.com> Date: Fri, 30 Jan 2026 10:28:05 -0500 Subject: [PATCH 04/71] Rename gui module to GUI for consistency --- +pf2/{+gui => +GUI}/+functions/Contents.m | 0 +pf2/{+gui => +GUI}/+functions/add.m | 0 +pf2/{+gui => +GUI}/+functions/edit.m | 0 +pf2/{+gui => +GUI}/Contents.m | 0 +pf2/{+gui => +GUI}/configureOxyMethods.m | 0 +pf2/{+gui => +GUI}/configureRawMethods.m | 0 +pf2/{+gui => +GUI}/functions.m | 0 +pf2/{gui.m => GUI.m} | 0 8 files changed, 0 insertions(+), 0 deletions(-) rename +pf2/{+gui => +GUI}/+functions/Contents.m (100%) rename +pf2/{+gui => +GUI}/+functions/add.m (100%) rename +pf2/{+gui => +GUI}/+functions/edit.m (100%) rename +pf2/{+gui => +GUI}/Contents.m (100%) rename +pf2/{+gui => +GUI}/configureOxyMethods.m (100%) rename +pf2/{+gui => +GUI}/configureRawMethods.m (100%) rename +pf2/{+gui => +GUI}/functions.m (100%) rename +pf2/{gui.m => GUI.m} (100%) diff --git a/+pf2/+gui/+functions/Contents.m b/+pf2/+GUI/+functions/Contents.m similarity index 100% rename from +pf2/+gui/+functions/Contents.m rename to +pf2/+GUI/+functions/Contents.m diff --git a/+pf2/+gui/+functions/add.m b/+pf2/+GUI/+functions/add.m similarity index 100% rename from +pf2/+gui/+functions/add.m rename to +pf2/+GUI/+functions/add.m diff --git a/+pf2/+gui/+functions/edit.m b/+pf2/+GUI/+functions/edit.m similarity index 100% rename from +pf2/+gui/+functions/edit.m rename to +pf2/+GUI/+functions/edit.m diff --git a/+pf2/+gui/Contents.m b/+pf2/+GUI/Contents.m similarity index 100% rename from +pf2/+gui/Contents.m rename to +pf2/+GUI/Contents.m diff --git a/+pf2/+gui/configureOxyMethods.m b/+pf2/+GUI/configureOxyMethods.m similarity index 100% rename from +pf2/+gui/configureOxyMethods.m rename to +pf2/+GUI/configureOxyMethods.m diff --git a/+pf2/+gui/configureRawMethods.m b/+pf2/+GUI/configureRawMethods.m similarity index 100% rename from +pf2/+gui/configureRawMethods.m rename to +pf2/+GUI/configureRawMethods.m diff --git a/+pf2/+gui/functions.m b/+pf2/+GUI/functions.m similarity index 100% rename from +pf2/+gui/functions.m rename to +pf2/+GUI/functions.m diff --git a/+pf2/gui.m b/+pf2/GUI.m similarity index 100% rename from +pf2/gui.m rename to +pf2/GUI.m From cf7bc6462e97e0ba2eb1b9d16c9c12ba6d7f8484 Mon Sep 17 00:00:00 2001 From: Adrian Curtin <48138055+AdrianCurtin@users.noreply.github.com> Date: Fri, 6 Feb 2026 17:55:00 -0500 Subject: [PATCH 05/71] Add Experiment API, connectivity tools, and tests Introduce a scriptable Experiment class for group fNIRS analysis and a set of connectivity tools: computeMatrix, plotMatrix, and plotBlockComparison (including coupling method resolution and ROI support). Add hyperscanning helpers, coupling methods, ROI utilities, plotting helpers, and a number of pf2/pf2_base processing methods (resampling, GLM helpers, short-channel regression, method create/delete/edit stubs). Include many unit/integration/golden tests and synthetic generators, benchmark scripts and example data, updated import/export/resample utilities, miscellaneous helper functions, and bundled Wavelab binaries and golden files. These changes enable non-GUI batch/group workflows, connectivity analysis, and provide test coverage and example pipelines. --- +exploreFNIRS/+connectivity/computeMatrix.m | 186 +++ .../+connectivity/plotBlockComparison.m | 225 +++ +exploreFNIRS/+connectivity/plotMatrix.m | 166 ++ +exploreFNIRS/+core/Experiment.m | 1373 +++++++++++++++++ +exploreFNIRS/+core/getGroupColors.m | 38 + +exploreFNIRS/+core/plotAux.m | 383 +++++ +exploreFNIRS/+core/plotBar.m | 311 ++++ +exploreFNIRS/+core/plotLME.m | 460 ++++++ +exploreFNIRS/+core/plotScatterFNIRS.m | 547 +++++++ +exploreFNIRS/+core/plotTemporal.m | 398 +++++ +exploreFNIRS/+coupling/coherence.m | 127 ++ +exploreFNIRS/+coupling/pearson.m | 88 ++ +exploreFNIRS/+coupling/plotWcoherence.m | 176 +++ +exploreFNIRS/+coupling/plotWindowed.m | 143 ++ +exploreFNIRS/+coupling/spearman.m | 88 ++ +exploreFNIRS/+coupling/wcoherence.m | 143 ++ +exploreFNIRS/+coupling/xcorr.m | 138 ++ .../+dataset/buildSegmentInfoTable.m | 29 +- +exploreFNIRS/+dataset/standardizeROIs.m | 28 + +exploreFNIRS/+export/connectivityToTable.m | 239 +++ +exploreFNIRS/+helper/getColormap.m | 30 +- +exploreFNIRS/+helper/listColormaps.m | 27 +- +exploreFNIRS/+hyperscanning/computeDyad.m | 267 ++++ +exploreFNIRS/+hyperscanning/computeGroup.m | 128 ++ +exploreFNIRS/+hyperscanning/pairSubjects.m | 166 ++ .../+hyperscanning/permutationTest.m | 171 ++ +exploreFNIRS/+hyperscanning/plotGroup.m | 272 ++++ +exploreFNIRS/browseEx.m | 8 +- +exploreFNIRS/loadEx.m | 8 +- +exploreFNIRS/processMethods.m | 23 +- +exploreFNIRS/saveEx.m | 10 +- +pf2/+data/defineBlocks.m | 396 +++++ +pf2/+data/extractBlocks.m | 147 ++ +pf2/+data/getMarkers.m | 2 +- +pf2/+data/resample.m | 33 +- +pf2/+export/asSNIRF.m | 8 +- +pf2/+import/importHitachiMES.m | 3 +- +pf2/+import/importNIR.m | 3 +- +pf2/+import/importNIRX.m | 1 + +pf2/+import/importSNIRF.m | 205 ++- +pf2/+methods/+oxy/Contents.m | 10 + +pf2/+methods/+oxy/create.m | 29 + +pf2/+methods/+oxy/delete.m | 83 + +pf2/+methods/+oxy/editFunction.m | 152 ++ +pf2/+methods/+oxy/exportMethod.m | 76 + +pf2/+methods/+oxy/importMethod.m | 140 ++ +pf2/+methods/+oxy/removeFunction.m | 109 ++ +pf2/+methods/+raw/Contents.m | 10 + +pf2/+methods/+raw/create.m | 29 + +pf2/+methods/+raw/delete.m | 83 + +pf2/+methods/+raw/editFunction.m | 152 ++ +pf2/+methods/+raw/exportMethod.m | 76 + +pf2/+methods/+raw/importMethod.m | 140 ++ +pf2/+methods/+raw/removeFunction.m | 109 ++ +pf2/+methods/validateFunction.m | 80 + +pf2/+qc/plotQuality.m | 306 ++++ +pf2/+qc/powerSpectrum.m | 360 +++++ +pf2/+qc/sci.m | 219 +++ +pf2_base/+fnirs/buildDesignMatrix.m | 237 +++ +pf2_base/+fnirs/buildHRF.m | 7 +- +pf2_base/+fnirs/fitGLM.m | 345 +++++ +pf2_base/+fnirs/processStageFilterHb.m | 2 +- +pf2_base/+fnirs/processStageRaw2OD.m | 2 +- +pf2_base/+fnirs/shortChannelRegression.m | 248 +++ +pf2_base/+tests/+golden/computeHash.m | 33 + +pf2_base/+tests/+golden/verifyGolden.m | 83 + .../+tests/+integration/GoldenFileTest.m | 195 +++ +pf2_base/+tests/+synthetic/generateFNIRS.m | 7 +- .../+tests/+synthetic/generateHemoglobin.m | 6 +- +pf2_base/+tests/+unit/BlockDefinitionTest.m | 560 +++++++ +pf2_base/+tests/+unit/ConnectivityTest.m | 719 +++++++++ +pf2_base/+tests/+unit/DataManipulationTest.m | 18 +- +pf2_base/+tests/+unit/DataStructureTest.m | 11 +- +pf2_base/+tests/+unit/GLMTest.m | 405 +++++ .../+tests/+unit/HierarchicalAverageTest.m | 464 ++++++ +pf2_base/+tests/+unit/NormalizeMarkersTest.m | 69 + +pf2_base/+tests/+unit/PlotHelpersTest.m | 8 +- .../+tests/+unit/ProcessingContextTest.m | 129 ++ +pf2_base/+tests/+unit/QualityControlTest.m | 309 ++++ +pf2_base/+tests/+unit/SSRTest.m | 243 +++ +pf2_base/+tests/+unit/SplitTest.m | 370 +++++ +pf2_base/+tests/generateGoldenFiles.m | 149 ++ +pf2_base/+tests/testExperiment.m | 750 +++++++++ +pf2_base/ProcessingContext.m | 5 +- +pf2_base/applyLightTheme.m | 72 + +pf2_base/normalizeMarkers.m | 43 + +pf2_base/pf2_plotArranged.m | 46 +- +pf2_base/pf2_unpackMethod.m | 6 +- .gitignore | 2 + CHANGELOG.md | 67 + ExploreFNIRS_README.md | 78 +- GUI/exploreFNIRS_browse.m | 2 + GUI/probeCheckGUI.m | 2 + GUI/processFNIRS2_GUI.m | 1 + GUI/processFNIRS2_configureMethods.m | 14 +- ...sFNIRS2_configureMethods_functionAddEdit.m | 8 +- OtherToolboxes/Wavelab850/InstallMEX.m | 5 + README.md | 104 +- base_functions/grandAvgFNIRS.m | 2 +- benchmarks/fresh/FreshData.csv | Bin 0 -> 993660 bytes benchmarks/fresh/README.txt | 86 ++ benchmarks/fresh/analyzeResults.m | 470 ++++++ benchmarks/fresh/definePipelines.m | 133 ++ benchmarks/fresh/runDatasetI.m | 553 +++++++ benchmarks/fresh/runDatasetII.m | 357 +++++ benchmarks/fresh/setup.m | 168 ++ exploreFNIRS.m | 8 +- functions/bpf.m | 35 +- functions/lpf.m | 56 +- functions/pf2_MotionCorrectTDDR.m | 50 +- functions/pf2_MotionCorrectWavelet.m | 56 +- functions/pf2_SSR.m | 54 + functions/pf2_TakizawaRejection.m | 84 +- functions/pf2_bpf_fir.m | 83 +- functions/pf2_fnirs_MARA.m | 92 +- golden/functions/pf2_TDDR_fNIR2000.mat | Bin 0 -> 4654003 bytes golden/processFNIRS2/fNIR2000_TDDR_None.mat | Bin 0 -> 6891544 bytes golden/processFNIRS2/fNIR2000_default.mat | Bin 0 -> 6891529 bytes .../Wavelab850/Biorthogonal/FWT_PBS.mexmaca64 | Bin 0 -> 33984 bytes .../Wavelab850/Biorthogonal/IWT_PBS.mexmaca64 | Bin 0 -> 34016 bytes .../Wavelab850/Invariant/FWT_TI.mexmaca64 | Bin 0 -> 34000 bytes .../Wavelab850/Invariant/IWT_TI.mexmaca64 | Bin 0 -> 34064 bytes .../Wavelab850/Meyer/dct_ii.mexmaca64 | Bin 0 -> 33984 bytes .../Wavelab850/Meyer/dct_iii.mexmaca64 | Bin 0 -> 33984 bytes .../Wavelab850/Meyer/dst_ii.mexmaca64 | Bin 0 -> 34000 bytes .../Wavelab850/Meyer/dst_iii.mexmaca64 | Bin 0 -> 34000 bytes .../Orthogonal/DownDyadHi.mexmaca64 | Bin 0 -> 33832 bytes .../Orthogonal/DownDyadLo.mexmaca64 | Bin 0 -> 33816 bytes .../Wavelab850/Orthogonal/FWT2_PO.mexmaca64 | Bin 0 -> 34048 bytes .../Wavelab850/Orthogonal/FWT_PO.mexmaca64 | Bin 0 -> 33984 bytes .../Wavelab850/Orthogonal/IWT2_PO.mexmaca64 | Bin 0 -> 34064 bytes .../Wavelab850/Orthogonal/IWT_PO.mexmaca64 | Bin 0 -> 34000 bytes .../Wavelab850/Orthogonal/UpDyadHi.mexmaca64 | Bin 0 -> 33824 bytes .../Wavelab850/Orthogonal/UpDyadLo.mexmaca64 | Bin 0 -> 33808 bytes .../Packets/One-D/CPAnalysis.mexmaca64 | Bin 0 -> 34168 bytes .../Packets/One-D/WPAnalysis.mexmaca64 | Bin 0 -> 33976 bytes .../Wavelab850/Packets/One-D/dct_iv.mexmaca64 | Bin 0 -> 33952 bytes .../Papers/MIPT/LMIRefineSeq.mexmaca64 | Bin 0 -> 33848 bytes .../Papers/MIPT/MedRefineSeq.mexmaca64 | Bin 0 -> 33976 bytes .../Wavelab850/Pursuit/FCPSynthesis.mexmaca64 | Bin 0 -> 34232 bytes .../Wavelab850/Pursuit/FWPSynthesis.mexmaca64 | Bin 0 -> 34008 bytes testingScripts/example_experiment_cli.m | 407 +++++ 142 files changed, 17571 insertions(+), 304 deletions(-) create mode 100644 +exploreFNIRS/+connectivity/computeMatrix.m create mode 100644 +exploreFNIRS/+connectivity/plotBlockComparison.m create mode 100644 +exploreFNIRS/+connectivity/plotMatrix.m create mode 100644 +exploreFNIRS/+core/Experiment.m create mode 100644 +exploreFNIRS/+core/getGroupColors.m create mode 100644 +exploreFNIRS/+core/plotAux.m create mode 100644 +exploreFNIRS/+core/plotBar.m create mode 100644 +exploreFNIRS/+core/plotLME.m create mode 100644 +exploreFNIRS/+core/plotScatterFNIRS.m create mode 100644 +exploreFNIRS/+core/plotTemporal.m create mode 100644 +exploreFNIRS/+coupling/coherence.m create mode 100644 +exploreFNIRS/+coupling/pearson.m create mode 100644 +exploreFNIRS/+coupling/plotWcoherence.m create mode 100644 +exploreFNIRS/+coupling/plotWindowed.m create mode 100644 +exploreFNIRS/+coupling/spearman.m create mode 100644 +exploreFNIRS/+coupling/wcoherence.m create mode 100644 +exploreFNIRS/+coupling/xcorr.m create mode 100644 +exploreFNIRS/+export/connectivityToTable.m create mode 100644 +exploreFNIRS/+hyperscanning/computeDyad.m create mode 100644 +exploreFNIRS/+hyperscanning/computeGroup.m create mode 100644 +exploreFNIRS/+hyperscanning/pairSubjects.m create mode 100644 +exploreFNIRS/+hyperscanning/permutationTest.m create mode 100644 +exploreFNIRS/+hyperscanning/plotGroup.m create mode 100644 +pf2/+data/defineBlocks.m create mode 100644 +pf2/+data/extractBlocks.m create mode 100644 +pf2/+methods/+oxy/delete.m create mode 100644 +pf2/+methods/+oxy/editFunction.m create mode 100644 +pf2/+methods/+oxy/exportMethod.m create mode 100644 +pf2/+methods/+oxy/importMethod.m create mode 100644 +pf2/+methods/+oxy/removeFunction.m create mode 100644 +pf2/+methods/+raw/delete.m create mode 100644 +pf2/+methods/+raw/editFunction.m create mode 100644 +pf2/+methods/+raw/exportMethod.m create mode 100644 +pf2/+methods/+raw/importMethod.m create mode 100644 +pf2/+methods/+raw/removeFunction.m create mode 100644 +pf2/+methods/validateFunction.m create mode 100644 +pf2/+qc/plotQuality.m create mode 100644 +pf2/+qc/powerSpectrum.m create mode 100644 +pf2/+qc/sci.m create mode 100644 +pf2_base/+fnirs/buildDesignMatrix.m create mode 100644 +pf2_base/+fnirs/fitGLM.m create mode 100644 +pf2_base/+fnirs/shortChannelRegression.m create mode 100644 +pf2_base/+tests/+golden/computeHash.m create mode 100644 +pf2_base/+tests/+golden/verifyGolden.m create mode 100644 +pf2_base/+tests/+integration/GoldenFileTest.m create mode 100644 +pf2_base/+tests/+unit/BlockDefinitionTest.m create mode 100644 +pf2_base/+tests/+unit/ConnectivityTest.m create mode 100644 +pf2_base/+tests/+unit/GLMTest.m create mode 100644 +pf2_base/+tests/+unit/HierarchicalAverageTest.m create mode 100644 +pf2_base/+tests/+unit/NormalizeMarkersTest.m create mode 100644 +pf2_base/+tests/+unit/QualityControlTest.m create mode 100644 +pf2_base/+tests/+unit/SSRTest.m create mode 100644 +pf2_base/+tests/+unit/SplitTest.m create mode 100644 +pf2_base/+tests/generateGoldenFiles.m create mode 100644 +pf2_base/+tests/testExperiment.m create mode 100644 +pf2_base/applyLightTheme.m create mode 100644 +pf2_base/normalizeMarkers.m create mode 100644 benchmarks/fresh/FreshData.csv create mode 100644 benchmarks/fresh/README.txt create mode 100644 benchmarks/fresh/analyzeResults.m create mode 100644 benchmarks/fresh/definePipelines.m create mode 100644 benchmarks/fresh/runDatasetI.m create mode 100644 benchmarks/fresh/runDatasetII.m create mode 100644 benchmarks/fresh/setup.m create mode 100644 functions/pf2_SSR.m create mode 100644 golden/functions/pf2_TDDR_fNIR2000.mat create mode 100644 golden/processFNIRS2/fNIR2000_TDDR_None.mat create mode 100644 golden/processFNIRS2/fNIR2000_default.mat create mode 100755 otherToolboxes/Wavelab850/Biorthogonal/FWT_PBS.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Biorthogonal/IWT_PBS.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Invariant/FWT_TI.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Invariant/IWT_TI.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Meyer/dct_ii.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Meyer/dct_iii.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Meyer/dst_ii.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Meyer/dst_iii.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/DownDyadHi.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/DownDyadLo.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/FWT2_PO.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/FWT_PO.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/IWT2_PO.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/IWT_PO.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/UpDyadHi.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Orthogonal/UpDyadLo.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Packets/One-D/CPAnalysis.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Packets/One-D/WPAnalysis.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Packets/One-D/dct_iv.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Papers/MIPT/LMIRefineSeq.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Papers/MIPT/MedRefineSeq.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Pursuit/FCPSynthesis.mexmaca64 create mode 100755 otherToolboxes/Wavelab850/Pursuit/FWPSynthesis.mexmaca64 create mode 100644 testingScripts/example_experiment_cli.m diff --git a/+exploreFNIRS/+connectivity/computeMatrix.m b/+exploreFNIRS/+connectivity/computeMatrix.m new file mode 100644 index 00000000..fd8e6cd3 --- /dev/null +++ b/+exploreFNIRS/+connectivity/computeMatrix.m @@ -0,0 +1,186 @@ +function result = computeMatrix(data, varargin) +% COMPUTEMATRIX Compute channel-to-channel or ROI-to-ROI connectivity matrix +% +% Calculates pairwise coupling between all channels (or ROIs) of a single +% fNIRS dataset, producing a symmetric connectivity matrix. +% +% Syntax: +% result = exploreFNIRS.connectivity.computeMatrix(data) +% result = exploreFNIRS.connectivity.computeMatrix(data, 'Method', 'spearman') +% result = exploreFNIRS.connectivity.computeMatrix(data, 'UseROI', true) +% result = exploreFNIRS.connectivity.computeMatrix(data, 'Biomarker', 'HbR', ... +% 'Channels', 1:10, 'TimeWindow', [5, 25]) +% +% Inputs: +% data - Processed fNIRS struct with .HbO, .HbR, .time, .fs, .fchMask +% For ROI mode: must also have .ROI.HbO, .ROI.info +% +% Name-Value Parameters: +% Method - Coupling method: 'pearson' (default), 'spearman', 'xcorr', +% 'coherence', 'wcoherence' +% Biomarker - Biomarker to use: 'HbO' (default), 'HbR', 'HbTotal', 'HbDiff', 'CBSI' +% Channels - Channel/ROI indices to include (default: all good channels or all ROIs) +% TimeWindow - [start, end] in seconds to restrict analysis (default: full range) +% CouplingArgs - Cell array of extra args passed to coupling function (default: {}) +% UseROI - Use ROI-level data instead of channels (default: false) +% Requires data.ROI. and data.ROI.info to exist. +% +% Outputs: +% result - Struct with fields: +% .matrix - [N x N] symmetric coupling matrix (NaN for bad entries) +% .pmatrix - [N x N] p-value matrix +% .channels - Channel/ROI indices used +% .labels - Cell array of labels (ROI names when UseROI=true) +% .method - Coupling method name +% .biomarker - Biomarker used +% .nSamples - Number of time samples used +% .useROI - Whether ROI mode was used +% +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% processed = processFNIRS2(data, 'ShowGUI', false); +% result = exploreFNIRS.connectivity.computeMatrix(processed, ... +% 'Method', 'pearson', 'Biomarker', 'HbO'); +% imagesc(result.matrix); +% +% % ROI-level connectivity +% processed = pf2.probe.roi.defineROI(processed, {[1:6],[7:12],[13:18]}, ... +% {'Left','Center','Right'}); +% processed = pf2_build_nanmean_ROI(processed); +% result = exploreFNIRS.connectivity.computeMatrix(processed, ... +% 'UseROI', true, 'Method', 'pearson'); +% +% See also: exploreFNIRS.coupling.pearson, exploreFNIRS.connectivity.plotMatrix, +% pf2.probe.roi.defineROI, pf2_build_nanmean_ROI + + p = inputParser; + addRequired(p, 'data', @isstruct); + addParameter(p, 'Method', 'pearson', @ischar); + addParameter(p, 'Biomarker', 'HbO', @ischar); + addParameter(p, 'Channels', [], @isnumeric); + addParameter(p, 'TimeWindow', [], @(v) isnumeric(v) && (isempty(v) || length(v) == 2)); + addParameter(p, 'CouplingArgs', {}, @iscell); + addParameter(p, 'UseROI', false, @islogical); + parse(p, data, varargin{:}); + opts = p.Results; + + bioM = opts.Biomarker; + + if opts.UseROI + % ROI mode: use data.ROI. + if ~isfield(data, 'ROI') || ~isfield(data.ROI, bioM) + error('exploreFNIRS:connectivity:computeMatrix', ... + 'ROI data not found. Run defineROI + buildROI first.'); + end + signal = data.ROI.(bioM); % [T x R] + roiNames = {}; + if isfield(data.ROI, 'info') && istable(data.ROI.info) + roiNames = data.ROI.info.Properties.RowNames; + end + else + % Channel mode + if ~isfield(data, bioM) + error('exploreFNIRS:connectivity:computeMatrix', ... + 'Biomarker "%s" not found in data', bioM); + end + signal = data.(bioM); % [T x C] + roiNames = {}; + end + + timeVec = data.time; + fs = data.fs; + + % Apply time window + if ~isempty(opts.TimeWindow) + tMask = timeVec >= opts.TimeWindow(1) & timeVec <= opts.TimeWindow(2); + signal = signal(tMask, :); + end + + nSamples = size(signal, 1); + nTotal = size(signal, 2); + + % Determine channels/ROIs to include + if ~isempty(opts.Channels) + channels = opts.Channels; + elseif opts.UseROI + channels = 1:nTotal; + elseif isfield(data, 'fchMask') + channels = find(data.fchMask); + else + channels = 1:nTotal; + end + channels = channels(channels <= nTotal); + nCh = length(channels); + + % Get coupling function handle + couplingFn = getCouplingFn(opts.Method); + + % Compute pairwise coupling + matrix = nan(nCh, nCh); + pmatrix = nan(nCh, nCh); + + for i = 1:nCh + matrix(i, i) = 1; + pmatrix(i, i) = 0; + for j = (i+1):nCh + xi = signal(:, channels(i)); + xj = signal(:, channels(j)); + + % Skip if either channel is all NaN + if all(isnan(xi)) || all(isnan(xj)) + continue; + end + + res = couplingFn(xi, xj, fs, opts.CouplingArgs{:}); + val = res.value; + pval = res.pvalue; + + % For windowed results, take the mean + if res.windowed + val = mean(val, 'omitnan'); + pval = mean(pval, 'omitnan'); + end + + matrix(i, j) = val; + matrix(j, i) = val; + pmatrix(i, j) = pval; + pmatrix(j, i) = pval; + end + end + + result.matrix = matrix; + result.pmatrix = pmatrix; + result.channels = channels; + result.method = opts.Method; + result.biomarker = bioM; + result.nSamples = nSamples; + result.useROI = opts.UseROI; + + % Build labels + if opts.UseROI && ~isempty(roiNames) + result.labels = roiNames(channels); + else + result.labels = arrayfun(@(c) sprintf('Ch%d', c), channels, ... + 'UniformOutput', false); + end +end + + +function fn = getCouplingFn(method) +% Resolve coupling method name to function handle + switch lower(method) + case 'pearson' + fn = @exploreFNIRS.coupling.pearson; + case 'spearman' + fn = @exploreFNIRS.coupling.spearman; + case 'xcorr' + fn = @exploreFNIRS.coupling.xcorr; + case 'coherence' + fn = @exploreFNIRS.coupling.coherence; + case 'wcoherence' + fn = @exploreFNIRS.coupling.wcoherence; + otherwise + error('exploreFNIRS:connectivity:computeMatrix', ... + 'Unknown coupling method "%s". Use: pearson, spearman, xcorr, coherence, wcoherence', method); + end +end diff --git a/+exploreFNIRS/+connectivity/plotBlockComparison.m b/+exploreFNIRS/+connectivity/plotBlockComparison.m new file mode 100644 index 00000000..14496cf9 --- /dev/null +++ b/+exploreFNIRS/+connectivity/plotBlockComparison.m @@ -0,0 +1,225 @@ +function fig = plotBlockComparison(blockResults, varargin) +% PLOTBLOCKCOMPARISON Compare connectivity across blocks +% +% Visualizes how connectivity changes across blocks (e.g., different task +% conditions or time periods). Accepts the block-wise output from +% Experiment.connectivity('Blocks', blocks). +% +% Syntax: +% fig = exploreFNIRS.connectivity.plotBlockComparison(blockResults) +% fig = exploreFNIRS.connectivity.plotBlockComparison(blockResults, ... +% 'Metric', 'mean', 'GroupIndex', 1) +% +% Inputs: +% blockResults - Struct array from Experiment.connectivity('Blocks', blocks) +% Each element has .blockNumber, .blockInfo, .groups +% +% Name-Value Parameters: +% GroupIndex - Which group to plot (default: 1, first group) +% Metric - How to summarize each connectivity matrix: +% 'mean' (default) - mean of upper triangle +% 'median' - median of upper triangle +% 'density' - fraction of significant connections +% ChannelPair - [i, j] specific channel pair to track (default: []) +% If provided, plots that pair's coupling across blocks +% PThreshold - Significance threshold for density metric (default: 0.05) +% BarWidth - Bar width (default: 0.6) +% ShowIndividual - Show individual subject dots (default: true) +% Colors - Custom color matrix [nBlocks x 3] (default: auto) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 700) +% SaveHeight - Height in pixels (default: 400) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% See also: exploreFNIRS.connectivity.plotMatrix, pf2.data.defineBlocks + + p = inputParser; + addRequired(p, 'blockResults', @isstruct); + addParameter(p, 'GroupIndex', 1, @(v) isnumeric(v) && isscalar(v)); + addParameter(p, 'Metric', 'mean', @ischar); + addParameter(p, 'ChannelPair', [], @(v) isempty(v) || (isnumeric(v) && numel(v) == 2)); + addParameter(p, 'PThreshold', 0.05, @isnumeric); + addParameter(p, 'BarWidth', 0.6, @isnumeric); + addParameter(p, 'ShowIndividual', true, @islogical); + addParameter(p, 'Colors', [], @isnumeric); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 700, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, blockResults, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + nBlocks = length(blockResults); + gi = opts.GroupIndex; + + % Extract per-block metrics + blockMeans = zeros(1, nBlocks); + blockSEMs = zeros(1, nBlocks); + blockLabels = cell(1, nBlocks); + subjectValues = cell(1, nBlocks); + + for b = 1:nBlocks + grp = blockResults(b).groups(gi); + + if ~isempty(opts.ChannelPair) + % Track a specific channel pair + ci = opts.ChannelPair(1); + cj = opts.ChannelPair(2); + blockMeans(b) = grp.Mean(ci, cj); + blockSEMs(b) = grp.SEM(ci, cj); + + % Individual subject values + nSubj = length(grp.matrices); + vals = zeros(nSubj, 1); + for s = 1:nSubj + m = grp.matrices{s}; + if ci <= size(m, 1) && cj <= size(m, 2) + vals(s) = m(ci, cj); + else + vals(s) = NaN; + end + end + subjectValues{b} = vals; + else + % Summarize the whole matrix + mat = grp.Mean; + nCh = size(mat, 1); + + switch lower(opts.Metric) + case 'mean' + utVals = getUpperTriangle(mat); + blockMeans(b) = mean(utVals, 'omitnan'); + % SEM from individual subjects + nSubj = length(grp.matrices); + subjMeans = zeros(nSubj, 1); + for s = 1:nSubj + subjMeans(s) = mean(getUpperTriangle(grp.matrices{s}), 'omitnan'); + end + blockSEMs(b) = std(subjMeans, 'omitnan') / sqrt(nSubj); + subjectValues{b} = subjMeans; + + case 'median' + utVals = getUpperTriangle(mat); + blockMeans(b) = median(utVals, 'omitnan'); + nSubj = length(grp.matrices); + subjMeds = zeros(nSubj, 1); + for s = 1:nSubj + subjMeds(s) = median(getUpperTriangle(grp.matrices{s}), 'omitnan'); + end + blockSEMs(b) = std(subjMeds, 'omitnan') / sqrt(nSubj); + subjectValues{b} = subjMeds; + + case 'density' + % Fraction of significant connections + blockMeans(b) = NaN; + blockSEMs(b) = 0; + subjectValues{b} = []; + + otherwise + error('exploreFNIRS:connectivity:plotBlockComparison', ... + 'Unknown metric "%s". Use: mean, median, density', opts.Metric); + end + end + + % Block label + if isfield(blockResults(b).blockInfo, 'Condition') + blockLabels{b} = blockResults(b).blockInfo.Condition; + else + blockLabels{b} = sprintf('Block %d', blockResults(b).blockNumber); + end + end + + % Create figure + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + + if isempty(opts.Colors) + cmap = lines(nBlocks); + else + cmap = opts.Colors; + end + + hold(ax, 'on'); + + for b = 1:nBlocks + bar(ax, b, blockMeans(b), opts.BarWidth, ... + 'FaceColor', cmap(b, :), 'EdgeColor', 'none', ... + 'FaceAlpha', 0.7); + end + + % Error bars + errorbar(ax, 1:nBlocks, blockMeans, blockSEMs, 'k.', ... + 'LineWidth', 1.2, 'CapSize', 6); + + % Individual subject dots + if opts.ShowIndividual + for b = 1:nBlocks + vals = subjectValues{b}; + if ~isempty(vals) + jitter = (rand(length(vals), 1) - 0.5) * 0.2; + plot(ax, b + jitter, vals, 'o', ... + 'MarkerSize', 4, 'MarkerFaceColor', cmap(b, :) * 0.7, ... + 'MarkerEdgeColor', 'none'); + end + end + end + + % Zero line + plot(ax, [0.5, nBlocks + 0.5], [0, 0], '-', ... + 'Color', [0.7, 0.7, 0.7], 'LineWidth', 0.5); + + hold(ax, 'off'); + + set(ax, 'XTick', 1:nBlocks, 'XTickLabel', blockLabels); + xlabel(ax, 'Block'); + + if ~isempty(opts.ChannelPair) + ylabel(ax, sprintf('Coupling (Ch%d-Ch%d)', opts.ChannelPair(1), opts.ChannelPair(2))); + else + ylabel(ax, sprintf('Connectivity (%s)', opts.Metric)); + end + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + grp = blockResults(1).groups(gi); + titleStr = sprintf('Connectivity by Block (%s, %s, %s)', ... + grp.method, grp.biomarker, grp.label); + title(ax, titleStr); + end + + box(ax, 'on'); + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end + +end + + +function vals = getUpperTriangle(mat) +% Extract upper triangle values (excluding diagonal) + mask = triu(true(size(mat)), 1); + vals = mat(mask); +end diff --git a/+exploreFNIRS/+connectivity/plotMatrix.m b/+exploreFNIRS/+connectivity/plotMatrix.m new file mode 100644 index 00000000..0fd743d1 --- /dev/null +++ b/+exploreFNIRS/+connectivity/plotMatrix.m @@ -0,0 +1,166 @@ +function fig = plotMatrix(result, varargin) +% PLOTMATRIX Heatmap visualization of a connectivity matrix +% +% Renders a channel-to-channel connectivity matrix as a heatmap with +% optional significance masking and customizable appearance. +% +% Syntax: +% fig = exploreFNIRS.connectivity.plotMatrix(result) +% fig = exploreFNIRS.connectivity.plotMatrix(result, 'SignificanceMask', true) +% fig = exploreFNIRS.connectivity.plotMatrix(result, 'SavePath', 'conn.png') +% +% Inputs: +% result - Connectivity result struct from computeMatrix, with fields: +% .matrix, .pmatrix, .channels, .method, .biomarker +% +% Name-Value Parameters: +% SignificanceMask - Mask non-significant cells (default: false) +% PThreshold - Significance threshold for masking (default: 0.05) +% CLim - Color limits [cmin cmax] (default: [-1, 1]) +% Colormap - Colormap name or matrix (default: 'RdBu_r' diverging) +% ShowValues - Display r values in cells (default: false) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 600) +% SaveHeight - Height in pixels (default: 550) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% See also: exploreFNIRS.connectivity.computeMatrix + + p = inputParser; + addRequired(p, 'result', @isstruct); + addParameter(p, 'SignificanceMask', false, @islogical); + addParameter(p, 'PThreshold', 0.05, @isnumeric); + addParameter(p, 'CLim', [-1, 1], @(v) isnumeric(v) && length(v) == 2); + addParameter(p, 'Colormap', '', @(v) ischar(v) || isnumeric(v)); + addParameter(p, 'ShowValues', false, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 600, @isnumeric); + addParameter(p, 'SaveHeight', 550, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, result, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + mat = result.matrix; + channels = result.channels; + nCh = length(channels); + + % Apply significance mask + if opts.SignificanceMask && isfield(result, 'pmatrix') + nonsig = result.pmatrix > opts.PThreshold; + mat(nonsig) = 0; + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + + imagesc(ax, mat, opts.CLim); + axis(ax, 'square'); + + % Channel/ROI labels + if isfield(result, 'labels') && ~isempty(result.labels) + chLabels = result.labels; + else + chLabels = arrayfun(@(c) sprintf('Ch%d', c), channels, 'UniformOutput', false); + end + set(ax, 'XTick', 1:nCh, 'XTickLabel', chLabels, 'XTickLabelRotation', 45); + set(ax, 'YTick', 1:nCh, 'YTickLabel', chLabels); + + % Reduce label density for large matrices + if nCh > 20 + tickStep = ceil(nCh / 20); + ticks = 1:tickStep:nCh; + set(ax, 'XTick', ticks, 'XTickLabel', chLabels(ticks)); + set(ax, 'YTick', ticks, 'YTickLabel', chLabels(ticks)); + end + + % Colormap + if isempty(opts.Colormap) + cmap = divergingColormap(256); + elseif ischar(opts.Colormap) + cmap = colormap(ax, opts.Colormap); + else + cmap = opts.Colormap; + end + colormap(ax, cmap); + cb = colorbar(ax); + cb.Label.String = result.method; + + % Show values in cells + if opts.ShowValues && nCh <= 20 + for i = 1:nCh + for j = 1:nCh + if ~isnan(mat(i,j)) && i ~= j + txt = sprintf('%.2f', mat(i,j)); + textColor = 'k'; + if abs(mat(i,j)) > 0.7 + textColor = 'w'; + end + text(ax, j, i, txt, 'HorizontalAlignment', 'center', ... + 'FontSize', 7, 'Color', textColor); + end + end + end + end + + % Title + if ~isempty(opts.Title) + title(ax, opts.Title); + else + titleStr = sprintf('Connectivity (%s, %s)', result.method, result.biomarker); + if opts.SignificanceMask + titleStr = sprintf('%s [p < %.2f]', titleStr, opts.PThreshold); + end + title(ax, titleStr); + end + + if isfield(result, 'useROI') && result.useROI + xlabel(ax, 'ROI'); + ylabel(ax, 'ROI'); + else + xlabel(ax, 'Channel'); + ylabel(ax, 'Channel'); + end + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +function cmap = divergingColormap(n) +% Blue-white-red diverging colormap + half = floor(n / 2); + + % Blue to white + r1 = linspace(0.2, 1, half)'; + g1 = linspace(0.3, 1, half)'; + b1 = linspace(0.8, 1, half)'; + + % White to red + r2 = linspace(1, 0.8, n - half)'; + g2 = linspace(1, 0.2, n - half)'; + b2 = linspace(1, 0.2, n - half)'; + + cmap = [r1 g1 b1; r2 g2 b2]; +end diff --git a/+exploreFNIRS/+core/Experiment.m b/+exploreFNIRS/+core/Experiment.m new file mode 100644 index 00000000..0c5a2edc --- /dev/null +++ b/+exploreFNIRS/+core/Experiment.m @@ -0,0 +1,1373 @@ +classdef Experiment < handle +% EXPERIMENT Scriptable container for multi-subject fNIRS group analysis +% +% The Experiment class provides a CLI-friendly interface to exploreFNIRS +% group analysis operations. It wraps data organization, filtering, +% grouping, hierarchical averaging, and export into a chainable API +% that doesn't require the GUI. +% +% Syntax: +% ex = exploreFNIRS.core.Experiment(data) +% ex = exploreFNIRS.core.Experiment(data, 'Hierarchy', {'SubjectID','Session'}) +% +% Inputs: +% data - Cell array of processed fNIRS structs (from processFNIRS2) +% +% Name-Value Parameters: +% Hierarchy - Cell array of hierarchy level names (default: +% {'SubjectID','Session','Condition','Trial','Block'}) +% Column 1 = highest level (Subject), last = lowest (Trial). +% Used for within-subject averaging to prevent pseudoreplication. +% +% Example: +% % Load processed data +% files = dir('processed/*.mat'); +% data = cell(length(files), 1); +% for i = 1:length(files) +% tmp = load(fullfile(files(i).folder, files(i).name)); +% data{i} = tmp.processed; +% end +% +% % Create experiment and run analysis +% ex = exploreFNIRS.core.Experiment(data); +% ex.select('Group', 'Control', 'Condition', {'Natural','Synthetic'}); +% ex.groupby({'Group', 'Condition'}); +% ex.aggregate(); +% +% % View results +% ex.summary(); +% +% % Export +% T = ex.toLongTable({'HbO','HbR'}); +% writetable(T, 'results.csv'); +% +% See also: exploreFNIRS, processFNIRS2, grandAvgFNIRS + + properties + % Cell array of processed fNIRS structs (immutable source data) + data + + % Metadata table built from data.info fields + dataTable + + % Hierarchy levels for within-subject averaging + % Default: {'SubjectID','Session','Condition','Trial','Block'} + hierarchy + + % Analysis settings + settings + end + + properties (SetAccess = private) + % Logical index into data for current selection + selectedIdx + + % Variable names used for current grouping + groupByVars + + % Struct array of grouped data (matches ExFNIRS.gby format) + groups + + % State flags + isGrouped + isAggregated + end + + methods + + function obj = Experiment(data, varargin) + % EXPERIMENT Create a new Experiment from processed fNIRS data + % + % ex = Experiment(data) + % ex = Experiment(data, 'Hierarchy', {'SubjectID','Condition'}) + + if ~iscell(data) || isempty(data) + error('exploreFNIRS:core:Experiment', ... + 'Input must be a non-empty cell array of fNIRS structs'); + end + + % Force column cell array + obj.data = data(:); + + % Build metadata table + obj.dataTable = exploreFNIRS.dataset.buildSegmentInfoTable(obj.data); + + % Add missingFNIRS column (required by export functions) + % All data passed to Experiment is assumed valid + obj.dataTable.missingFNIRS = zeros(height(obj.dataTable), 1); + + % Parse options + p = inputParser; + addParameter(p, 'Hierarchy', ... + {'SubjectID','Session','Condition','Trial','Block'}, @iscell); + parse(p, varargin{:}); + obj.hierarchy = p.Results.Hierarchy; + + % Default settings + obj.settings = struct( ... + 'baseline', [-5, 0], ... % [start, end] seconds for baseline window + 'taskStart', 0, ... % task onset time (for bin alignment) + 'resampleRate', 0.5, ... % seconds per bin for temporal (0 = no resample) + 'barBinSize', 0, ... % seconds per bin for bar export (0 = use resampleRate) + 'useBaseline', true, ... % apply baseline correction + 'avgMode', 'hierarchy' ... % 'hierarchy', 'flat', or 'none' + ); + + % Initialize state + obj.selectedIdx = true(length(obj.data), 1); + obj.groupByVars = {}; + obj.groups = []; + obj.isGrouped = false; + obj.isAggregated = false; + end + + + function obj = select(obj, varargin) + % SELECT Filter data by metadata criteria + % + % ex.select('VarName', value, 'VarName2', value2, ...) + % + % Values can be: + % - String/char: exact match (e.g., 'Group', 'Control') + % - Cell/string array: match any (e.g., 'Condition', {'A','B'}) + % - Numeric scalar: exact match + % - Numeric vector: match any + % + % Calling select() again narrows the current selection (AND logic). + % Use reset() first to start fresh. + % + % Example: + % ex.select('Group', 'Control', 'Condition', {'Task1','Task2'}); + + if mod(length(varargin), 2) ~= 0 + error('exploreFNIRS:core:Experiment:select', ... + 'Arguments must be name-value pairs'); + end + + idx = obj.selectedIdx; + + for i = 1:2:length(varargin) + varName = varargin{i}; + varVal = varargin{i+1}; + + if ~ismember(varName, obj.dataTable.Properties.VariableNames) + error('exploreFNIRS:core:Experiment:select', ... + 'Variable "%s" not found in dataTable. Available: %s', ... + varName, strjoin(obj.dataTable.Properties.VariableNames, ', ')); + end + + col = obj.dataTable.(varName); + + if ischar(varVal) + varVal = string(varVal); + end + + if isstring(varVal) || iscell(varVal) + % String matching + varVal = string(varVal); + if isstring(col) || iscategorical(col) || iscell(col) + idx = idx & ismember(string(col), varVal); + else + idx = idx & ismember(col, varVal); + end + elseif isnumeric(varVal) + idx = idx & ismember(col, varVal); + else + error('exploreFNIRS:core:Experiment:select', ... + 'Unsupported value type for "%s"', varName); + end + end + + obj.selectedIdx = idx; + obj.isGrouped = false; + obj.isAggregated = false; + obj.groups = []; + + nSel = sum(idx); + nTot = length(idx); + fprintf('Selected %d of %d segments\n', nSel, nTot); + end + + + function obj = reset(obj) + % RESET Clear selection and grouping, return to full dataset + % + % ex.reset(); + + obj.selectedIdx = true(length(obj.data), 1); + obj.groupByVars = {}; + obj.groups = []; + obj.isGrouped = false; + obj.isAggregated = false; + end + + + function selData = getSelectedData(obj) + % GETSELECTEDDATA Return cell array of currently selected fNIRS structs + selData = obj.data(obj.selectedIdx); + end + + + function selTable = getSelectedTable(obj) + % GETSELECTEDTABLE Return metadata table for current selection + selTable = obj.dataTable(obj.selectedIdx, :); + end + + + function obj = groupby(obj, vars) + % GROUPBY Group selected data by metadata variables + % + % ex.groupby({'Group', 'Condition'}) + % ex.groupby('Group') + % + % Creates groups based on unique combinations of the specified + % variables. Must be called after select() (or on full dataset). + % Must be called before aggregate(). + + if ischar(vars) || isstring(vars) + vars = cellstr(vars); + end + + % Validate variable names exist + selTable = obj.getSelectedTable(); + for i = 1:length(vars) + if ~ismember(vars{i}, selTable.Properties.VariableNames) + error('exploreFNIRS:core:Experiment:groupby', ... + 'Variable "%s" not found. Available: %s', ... + vars{i}, strjoin(selTable.Properties.VariableNames, ', ')); + end + end + + obj.groupByVars = vars; + selData = obj.getSelectedData(); + + [groupRows, ~, gbyIdx] = unique(selTable(:, vars), 'rows'); + nGroups = max(gbyIdx); + + obj.groups = []; + for g = 1:nGroups + mask = gbyIdx == g; + obj.groups(g).gbyTables = selTable(mask, :); + obj.groups(g).gbyFNIRS = selData(mask); + obj.groups(g).gbyGrand = []; + obj.groups(g).gbyGrandBarFlat = []; + obj.groups(g).gbyFNIRS_pp = {}; + + % Build human-readable label + rowVals = cell(1, length(vars)); + for v = 1:length(vars) + val = groupRows.(vars{v})(g); + if isnumeric(val) + rowVals{v} = num2str(val); + else + rowVals{v} = char(string(val)); + end + end + obj.groups(g).label = strjoin(rowVals, ' | '); + end + + obj.isGrouped = true; + obj.isAggregated = false; + + fprintf('Created %d groups:\n', nGroups); + for g = 1:nGroups + fprintf(' [%d] %s (%d segments)\n', ... + g, obj.groups(g).label, size(obj.groups(g).gbyTables, 1)); + end + end + + + function obj = aggregate(obj, mode) + % AGGREGATE Preprocess segments and compute grand averages + % + % ex.aggregate() % Uses settings.avgMode (default: 'hierarchy') + % ex.aggregate('hierarchy') % Full hierarchical averaging + % ex.aggregate('flat') % Average within subject only + % ex.aggregate('none') % No within-subject averaging + % + % Preprocessing (controlled by settings): + % If settings.resampleRate > 0, each segment is resampled to that + % bin size (in seconds). If settings.useBaseline is true, the + % baseline window (settings.baseline) is extracted and subtracted. + % + % Averaging Modes: + % 'hierarchy' - Averages bottom-up through hierarchy levels + % (Trial -> Condition -> Session -> Subject) + % Prevents pseudoreplication. + % 'flat' - Average all observations per subject (one value each) + % 'none' - Each observation treated independently + % + % Also computes a flat (SubjectID-only) grand average for each group, + % stored in groups(i).gbyGrandBarFlat, which is used by export + % functions and LME models. + + if ~obj.isGrouped + error('exploreFNIRS:core:Experiment:aggregate', ... + 'Call groupby() before aggregate()'); + end + + if nargin < 2 + mode = obj.settings.avgMode; + end + + s = obj.settings; + doResample = s.resampleRate > 0; + doBaseline = s.useBaseline && ~isempty(s.baseline); + + % Find which hierarchy columns actually exist in the data + availableVars = obj.dataTable.Properties.VariableNames; + validHierarchy = intersect(obj.hierarchy, availableVars, 'stable'); + + if doResample || doBaseline + fprintf('Preprocessing: resample=%.2fs, baseline=[%.1f, %.1f]s, taskStart=%.1fs\n', ... + s.resampleRate, s.baseline(1), s.baseline(2), s.taskStart); + end + fprintf('Aggregating %d groups (mode: %s)...\n', length(obj.groups), mode); + + for g = 1:length(obj.groups) + curData = obj.groups(g).gbyFNIRS; + curTable = obj.groups(g).gbyTables; + + % Skip empty groups + if isempty(curData) + warning('Group %d (%s) is empty, skipping', g, obj.groups(g).label); + continue; + end + + % --- Preprocess each segment --- + if doResample || doBaseline + ppData = cell(size(curData)); + barData = cell(size(curData)); + barBin = s.barBinSize; + if barBin <= 0 + barBin = s.resampleRate; % same resolution if not specified + end + + for i = 1:length(curData) + seg = curData{i}; + + if doBaseline + % Extract baseline window + bl = pf2.data.split(seg, s.baseline(1), s.baseline(2)); + + % Resample for temporal with baseline subtraction + if doResample + ppData{i} = pf2.data.resample(seg, s.resampleRate, ... + 'centerOnTime', s.taskStart, ... + 'timeOutMode', 'start', ... + 'blfNIR', bl, ... + 'averageAux', true, 'flattenAux', true, 'trimAux', false); + ppData{i}.time = ppData{i}.time + s.taskStart; + + % Resample for bar charts (coarser bins) + barData{i} = pf2.data.resample(seg, barBin, ... + 'centerOnTime', s.taskStart, ... + 'timeOutMode', 'start', ... + 'blfNIR', bl, ... + 'averageAux', true, 'flattenAux', true, 'trimAux', false); + else + % Baseline only, no resample + ppData{i} = pf2.data.split(seg, s.baseline(2), inf, ... + 'blfNIR', bl); + barData{i} = ppData{i}; + end + else + % Resample without baseline + ppData{i} = pf2.data.resample(seg, s.resampleRate, ... + 'centerOnTime', s.taskStart, ... + 'timeOutMode', 'start', ... + 'averageAux', true, 'flattenAux', true, 'trimAux', false); + barData{i} = pf2.data.resample(seg, barBin, ... + 'centerOnTime', s.taskStart, ... + 'timeOutMode', 'start', ... + 'averageAux', true, 'flattenAux', true, 'trimAux', false); + end + end + else + % No preprocessing - use raw data + ppData = curData; + barData = curData; + end + + % --- Grand average --- + hVars = buildHierarchyVars(curTable, validHierarchy, mode); + + % Temporal resolution grand average + obj.groups(g).gbyGrand = grandAvgFNIRS( ... + ppData, false, [], false, hVars, false, true); + + % Flat grand average for export/LME (bar chart resolution) + flatH = buildHierarchyVars(curTable, validHierarchy, 'flat'); + obj.groups(g).gbyGrandBarFlat = grandAvgFNIRS( ... + barData, false, [], false, flatH, false, true); + + % Store preprocessed segments for potential direct access + obj.groups(g).gbyFNIRS_pp = ppData; + + fprintf(' [%d] %s: %d segments -> grand average\n', ... + g, obj.groups(g).label, length(curData)); + end + + obj.isAggregated = true; + fprintf('Done.\n'); + end + + + function T = toLongTable(obj, bioMarkers, channels, times, varargin) + % TOLONGTABLE Export grouped data to long format table + % + % T = ex.toLongTable() + % T = ex.toLongTable({'HbO','HbR'}) + % T = ex.toLongTable({'HbO'}, 1:10, [0 5 10]) + % T = ex.toLongTable({'HbO'}, 1:5, [], 'IncludeAux', true) + % + % Name-Value Parameters: + % IncludeAux - Include auxiliary data columns (default: false) + % + % See also: mergeGbyTablesLong + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:toLongTable', ... + 'Call aggregate() before exporting'); + end + if nargin < 2, bioMarkers = {'HbO','HbR','HbDiff','HbTotal','CBSI'}; end + if nargin < 3, channels = []; end + if nargin < 4, times = []; end + + ip = inputParser; + addParameter(ip, 'IncludeAux', false, @islogical); + parse(ip, varargin{:}); + + % Build channel labels as cell array + if ~isempty(channels) + chLabels = cellstr(num2str(channels(:))); + else + chLabels = {}; + end + + T = exploreFNIRS.export.mergeGbyTablesLong( ... + obj.groups, bioMarkers, channels, times, ... + ip.Results.IncludeAux, false, chLabels); + end + + + function T = toWideTable(obj, bioMarkers, channels, times, varargin) + % TOWIDETABLE Export grouped data to wide format table + % + % T = ex.toWideTable() + % T = ex.toWideTable({'HbO','HbR'}) + % T = ex.toWideTable({'HbO'}, 1:10, [0 5 10]) + % T = ex.toWideTable({'HbO'}, 1:5, [], 'IncludeAux', true) + % + % Name-Value Parameters: + % IncludeAux - Include auxiliary data columns (default: false) + % + % See also: mergeGbyTablesWide + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:toWideTable', ... + 'Call aggregate() before exporting'); + end + if nargin < 2, bioMarkers = {'HbO','HbR','HbDiff','HbTotal','CBSI'}; end + if nargin < 3, channels = []; end + if nargin < 4, times = []; end + + ip = inputParser; + addParameter(ip, 'IncludeAux', false, @islogical); + parse(ip, varargin{:}); + + % Build channel labels as cell array + if ~isempty(channels) + chLabels = cellstr(num2str(channels(:))); + else + chLabels = {}; + end + + T = exploreFNIRS.export.mergeGbyTablesWide( ... + obj.groups, bioMarkers, channels, times, ... + ip.Results.IncludeAux, false, chLabels); + end + + + function fig = plotTemporal(obj, varargin) + % PLOTTEMPORAL Headless temporal (time-series) plot + % + % fig = ex.plotTemporal() + % fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'Channels', 1:5) + % ex.plotTemporal('SavePath', 'temporal.png') + % + % All name-value arguments are forwarded to + % exploreFNIRS.core.plotTemporal. See help for that function. + % + % See also: exploreFNIRS.core.plotTemporal + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:plotTemporal', ... + 'Call aggregate() before plotting'); + end + fig = exploreFNIRS.core.plotTemporal(obj.groups, varargin{:}); + end + + + function fig = plotBar(obj, varargin) + % PLOTBAR Headless bar chart plot + % + % fig = ex.plotBar() + % fig = ex.plotBar('Biomarker', 'HbO', 'Channels', 1:5) + % ex.plotBar('TimeWindow', [5, 20], 'SavePath', 'bar.png') + % + % All name-value arguments are forwarded to + % exploreFNIRS.core.plotBar. See help for that function. + % + % See also: exploreFNIRS.core.plotBar + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:plotBar', ... + 'Call aggregate() before plotting'); + end + fig = exploreFNIRS.core.plotBar(obj.groups, varargin{:}); + end + + + function fig = plotAux(obj, auxField, varargin) + % PLOTAUX Plot auxiliary signal timeseries by group + % + % fig = ex.plotAux('accelerometer') + % fig = ex.plotAux('heartRate', 'AuxChannels', 1) + % fig = ex.plotAux('accelerometer', 'Layout', 'grid', 'SavePath', 'accel.png') + % + % Plots multichannel auxiliary data (accelerometer, heart rate, + % respiration, etc.) as time-series with error bands per group. + % Requires aggregate() to have been called first. + % + % Use ex.auxFields() to see available Aux fields. + % + % See also: exploreFNIRS.core.plotAux, auxFields + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:plotAux', ... + 'Call aggregate() before plotting'); + end + fig = exploreFNIRS.core.plotAux(obj.groups, auxField, varargin{:}); + end + + + function flds = auxFields(obj) + % AUXFIELDS List available auxiliary data fields after aggregation + % + % flds = ex.auxFields() + % + % Returns a cell array of Aux field names from the first group's + % grand average. These names can be passed to plotAux(). + + if ~obj.isAggregated || isempty(obj.groups) + flds = {}; + fprintf('No aggregated data. Call aggregate() first.\n'); + return; + end + + ga = obj.groups(1).gbyGrand; + if ~isfield(ga, 'Aux') || ~isstruct(ga.Aux) + flds = {}; + fprintf('No Aux data in aggregated results.\n'); + return; + end + + % Get clean field names (handles flattened _data/_time/_unit suffixes) + allFlds = fieldnames(ga.Aux); + allFlds = allFlds(~ismember(allFlds, {'flattened'})); + + % Deduplicate: strip _data/_time/_unit, keep only fields with .Mean + baseNames = {}; + for i = 1:length(allFlds) + f = allFlds{i}; + base = regexprep(f, '_(data|time|unit)$', ''); + if ~ismember(base, baseNames) + % Check if this or _data version has .Mean + resolved = f; + if isfield(ga.Aux, [base '_data']) + resolved = [base '_data']; + end + if isstruct(ga.Aux.(resolved)) && isfield(ga.Aux.(resolved), 'Mean') + baseNames{end+1} = base; %#ok + end + end + end + flds = unique(baseNames, 'stable'); + + if nargout == 0 + % Print to console + fprintf('Available Aux fields:\n'); + for i = 1:length(flds) + % Resolve to actual field name + if isfield(ga.Aux, flds{i}) + actualField = flds{i}; + elseif isfield(ga.Aux, [flds{i} '_data']) + actualField = [flds{i} '_data']; + else + continue; + end + auxData = ga.Aux.(actualField); + if isfield(auxData, 'Mean') + nCh = size(auxData.Mean, 2); + unitStr = ''; + if isfield(auxData, 'unit') + unitStr = sprintf(' (%s)', auxData.unit); + end + nameStr = ''; + if isfield(auxData, 'varNames') && ~isempty(auxData.varNames) + nameStr = sprintf(' [%s]', strjoin(auxData.varNames, ', ')); + end + fprintf(' %s: %d channels%s%s\n', flds{i}, nCh, unitStr, nameStr); + else + fprintf(' %s\n', flds{i}); + end + end + clear flds; + end + end + + + function fig = plotInfoVar(obj, varName, varargin) + % PLOTINFOVAR Plot a numeric info variable grouped by current groupby + % + % fig = ex.plotInfoVar('reactionTime') + % fig = ex.plotInfoVar('accuracy', 'ErrorType', 'SD') + % fig = ex.plotInfoVar('Age', 'SavePath', 'age_by_group.png') + % + % Plots a bar chart of any numeric variable from the metadata table, + % grouped by the current groupby variables. Does NOT require + % aggregate() - works directly from the dataTable. + % + % Requires groupby() to have been called first. + % + % Name-Value Parameters: + % ErrorType - 'SEM' (default), 'SD', or 'none' + % ShowIndividual - Show individual data points (default: true) + % Title - Figure title (default: auto) + % YLabel - Y-axis label (default: varName) + % Visible - 'on' (default) or 'off' + % SavePath - File path to save figure + % SaveWidth - Width in pixels (default: 600) + % SaveHeight - Height in pixels (default: 400) + % SaveDPI - Resolution (default: 150) + % + % See also: plotBar, plotTemporal + + if ~obj.isGrouped + error('exploreFNIRS:core:Experiment:plotInfoVar', ... + 'Call groupby() before plotInfoVar()'); + end + + p = inputParser; + addRequired(p, 'varName', @ischar); + addParameter(p, 'ErrorType', 'SEM', @ischar); + addParameter(p, 'ShowIndividual', true, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'YLabel', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 600, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, varName, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + % Validate variable exists and is numeric + selTable = obj.getSelectedTable(); + if ~ismember(varName, selTable.Properties.VariableNames) + error('exploreFNIRS:core:Experiment:plotInfoVar', ... + 'Variable "%s" not found. Available: %s', ... + varName, strjoin(selTable.Properties.VariableNames, ', ')); + end + + testCol = selTable.(varName); + if ~isnumeric(testCol) + error('exploreFNIRS:core:Experiment:plotInfoVar', ... + 'Variable "%s" must be numeric (got %s)', varName, class(testCol)); + end + + nGroups = length(obj.groups); + groupMeans = nan(1, nGroups); + groupErrors = nan(1, nGroups); + groupN = nan(1, nGroups); + groupLabels = cell(1, nGroups); + individualData = cell(1, nGroups); + + for g = 1:nGroups + vals = obj.groups(g).gbyTables.(varName); + vals = vals(~isnan(vals)); + individualData{g} = vals; + groupN(g) = length(vals); + groupMeans(g) = mean(vals, 'omitnan'); + groupLabels{g} = obj.groups(g).label; + + switch upper(opts.ErrorType) + case 'SEM' + groupErrors(g) = std(vals, 'omitnan') / sqrt(groupN(g)); + case 'SD' + groupErrors(g) = std(vals, 'omitnan'); + case 'NONE' + groupErrors(g) = 0; + end + end + + % Colors + colors = exploreFNIRS.core.getGroupColors(nGroups); + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + hold(ax, 'on'); + + barX = 1:nGroups; + for g = 1:nGroups + bar(ax, barX(g), groupMeans(g), 0.6, ... + 'FaceColor', colors(g,:), 'EdgeColor', 'k', 'FaceAlpha', 0.7); + end + + if ~strcmpi(opts.ErrorType, 'none') + errorbar(ax, barX, groupMeans, groupErrors, 'k.', ... + 'LineWidth', 1.2, 'CapSize', 8); + end + + if opts.ShowIndividual + for g = 1:nGroups + if ~isempty(individualData{g}) + jitter = (rand(size(individualData{g})) - 0.5) * 0.25; + scatter(ax, barX(g) + jitter, individualData{g}, 20, ... + colors(g,:), 'filled', 'MarkerFaceAlpha', 0.5, ... + 'HandleVisibility', 'off'); + end + end + end + + set(ax, 'XTick', barX, 'XTickLabel', groupLabels, 'XTickLabelRotation', 30); + + if ~isempty(opts.YLabel) + ylabel(ax, opts.YLabel); + else + ylabel(ax, varName); + end + + for g = 1:nGroups + if ~isnan(groupN(g)) + yPos = groupMeans(g) + groupErrors(g); + if isnan(yPos), yPos = groupMeans(g); end + text(ax, barX(g), yPos, sprintf('n=%d', groupN(g)), ... + 'HorizontalAlignment', 'center', 'VerticalAlignment', 'bottom', ... + 'FontSize', 8); + end + end + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + title(ax, sprintf('%s by %s', varName, strjoin(obj.groupByVars, ', '))); + end + + box(ax, 'on'); + grid(ax, 'on'); + + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end + end + + + function fig = plotScatter(obj, xVar, yVar, varargin) + % PLOTSCATTER Scatter plot of two info variables, colored by group + % + % fig = ex.plotScatter('Age', 'reactionTime') + % fig = ex.plotScatter('taskLoad', 'accuracy', 'FitLine', true) + % + % Plots xVar vs yVar from the metadata table. If groupby() has been + % called, points are colored by group. Does NOT require aggregate(). + % + % Name-Value Parameters: + % FitLine - Add linear fit per group (default: false) + % Title - Figure title (default: auto) + % XLabel - X-axis label (default: xVar) + % YLabel - Y-axis label (default: yVar) + % MarkerSize - Point size (default: 40) + % Visible - 'on' (default) or 'off' + % SavePath - File path to save figure + % SaveWidth - Width in pixels (default: 600) + % SaveHeight - Height in pixels (default: 400) + % SaveDPI - Resolution (default: 150) + % + % See also: plotInfoVar, plotBar + + p = inputParser; + addRequired(p, 'xVar', @ischar); + addRequired(p, 'yVar', @ischar); + addParameter(p, 'FitLine', false, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'XLabel', '', @ischar); + addParameter(p, 'YLabel', '', @ischar); + addParameter(p, 'MarkerSize', 40, @isnumeric); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 600, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, xVar, yVar, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + selTable = obj.getSelectedTable(); + + % Validate variables + for v = {xVar, yVar} + vn = v{1}; + if ~ismember(vn, selTable.Properties.VariableNames) + error('exploreFNIRS:core:Experiment:plotScatter', ... + 'Variable "%s" not found. Available: %s', ... + vn, strjoin(selTable.Properties.VariableNames, ', ')); + end + if ~isnumeric(selTable.(vn)) + error('exploreFNIRS:core:Experiment:plotScatter', ... + 'Variable "%s" must be numeric (got %s)', vn, class(selTable.(vn))); + end + end + + xData = selTable.(xVar); + yData = selTable.(yVar); + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + hold(ax, 'on'); + + if obj.isGrouped && ~isempty(obj.groups) + nGroups = length(obj.groups); + colors = exploreFNIRS.core.getGroupColors(nGroups); + + legendHandles = gobjects(nGroups, 1); + legendLabels = cell(nGroups, 1); + + for g = 1:nGroups + gTable = obj.groups(g).gbyTables; + gx = gTable.(xVar); + gy = gTable.(yVar); + valid = ~isnan(gx) & ~isnan(gy); + gx = gx(valid); + gy = gy(valid); + + legendHandles(g) = scatter(ax, gx, gy, opts.MarkerSize, ... + colors(g,:), 'filled', 'MarkerFaceAlpha', 0.7); + legendLabels{g} = sprintf('%s (n=%d)', obj.groups(g).label, sum(valid)); + + if opts.FitLine && sum(valid) >= 2 + coeffs = polyfit(gx, gy, 1); + xFit = linspace(min(gx), max(gx), 50); + yFit = polyval(coeffs, xFit); + plot(ax, xFit, yFit, '-', 'Color', colors(g,:), ... + 'LineWidth', 1.5, 'HandleVisibility', 'off'); + end + end + + legend(ax, legendHandles, legendLabels, 'Location', 'best'); + else + % No grouping - single color + singleColor = exploreFNIRS.core.getGroupColors(1); + valid = ~isnan(xData) & ~isnan(yData); + scatter(ax, xData(valid), yData(valid), opts.MarkerSize, ... + singleColor, 'filled', 'MarkerFaceAlpha', 0.7); + + if opts.FitLine && sum(valid) >= 2 + coeffs = polyfit(xData(valid), yData(valid), 1); + xFit = linspace(min(xData(valid)), max(xData(valid)), 50); + yFit = polyval(coeffs, xFit); + plot(ax, xFit, yFit, '-', 'Color', singleColor, ... + 'LineWidth', 1.5, 'HandleVisibility', 'off'); + end + end + + if ~isempty(opts.XLabel), xlabel(ax, opts.XLabel); + else, xlabel(ax, xVar); end + if ~isempty(opts.YLabel), ylabel(ax, opts.YLabel); + else, ylabel(ax, yVar); end + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + title(ax, sprintf('%s vs %s', yVar, xVar)); + end + + box(ax, 'on'); + grid(ax, 'on'); + + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end + end + + + function [fig, stats] = plotScatterFNIRS(obj, infoVar, varargin) + % PLOTSCATTERFNIRS Scatter plot correlating info variable vs fNIRS biomarker + % + % [fig, stats] = ex.plotScatterFNIRS('reactionTime') + % [fig, stats] = ex.plotScatterFNIRS('Age', 'Biomarkers', {'HbO'}, ... + % 'Channels', 5, 'FitLine', true) + % [fig, stats] = ex.plotScatterFNIRS('Age', 'PlotTopo', true) + % + % Correlates an info/behavioral variable (X) with fNIRS biomarker + % channel data (Y). Requires aggregate() first. + % + % See also: exploreFNIRS.core.plotScatterFNIRS + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:plotScatterFNIRS', ... + 'Call aggregate() before plotScatterFNIRS()'); + end + [fig, stats] = exploreFNIRS.core.plotScatterFNIRS(obj.groups, ... + 'InfoVar', infoVar, varargin{:}); + end + + + function [fig, results] = plotLME(obj, varargin) + % PLOTLME Linear Mixed Effects analysis with bar chart and topo + % + % [fig, results] = ex.plotLME() + % [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, 'Channels', 1:5) + % [fig, results] = ex.plotLME('ShowTopo', true) + % + % Fits LME models per channel using the current groupby variables + % as fixed effects. Requires aggregate() first. + % + % See also: exploreFNIRS.core.plotLME + + if ~obj.isAggregated + error('exploreFNIRS:core:Experiment:plotLME', ... + 'Call aggregate() before plotLME()'); + end + [fig, results] = exploreFNIRS.core.plotLME(obj.groups, ... + obj.groupByVars, varargin{:}); + end + + + function T = infoTable(obj) + % INFOTABLE Return the selected metadata as a plain table + % + % T = ex.infoTable() + % + % Useful for behavioral analysis, summary statistics, or exporting + % metadata without running the fNIRS aggregation pipeline. + + T = obj.getSelectedTable(); + end + + + function summary(obj) + % SUMMARY Display experiment overview + % + % ex.summary() + + fprintf('\n=== Experiment Summary ===\n'); + fprintf('Total segments: %d\n', length(obj.data)); + fprintf('Selected: %d\n', sum(obj.selectedIdx)); + + % Show available metadata variables + vars = obj.dataTable.Properties.VariableNames; + fprintf('Metadata variables: %s\n', strjoin(vars, ', ')); + + % Show unique values for key variables + keyVars = intersect({'SubjectID','Group','Condition','Session'}, vars, 'stable'); + for i = 1:length(keyVars) + v = keyVars{i}; + vals = unique(obj.dataTable.(v)(obj.selectedIdx)); + if isnumeric(vals) + valStr = strjoin(arrayfun(@num2str, vals, 'UniformOutput', false), ', '); + else + valStr = strjoin(string(vals), ', '); + end + fprintf(' %s: [%s] (%d unique)\n', v, valStr, length(vals)); + end + + % Show hierarchy + validH = intersect(obj.hierarchy, vars, 'stable'); + fprintf('Hierarchy: %s\n', strjoin(validH, ' > ')); + + % Show preprocessing settings + s = obj.settings; + fprintf('Settings:\n'); + fprintf(' Baseline: [%.1f, %.1f]s (enabled: %s)\n', ... + s.baseline(1), s.baseline(2), mat2str(s.useBaseline)); + fprintf(' Resample: %.2fs bins, task start: %.1fs\n', ... + s.resampleRate, s.taskStart); + + % Show grouping state + if obj.isGrouped + fprintf('Grouped by: %s (%d groups)\n', ... + strjoin(obj.groupByVars, ', '), length(obj.groups)); + for g = 1:length(obj.groups) + nSeg = size(obj.groups(g).gbyTables, 1); + aggStr = ''; + if obj.isAggregated && ~isempty(obj.groups(g).gbyGrand) + nObs = size(obj.groups(g).gbyGrand.HbO.data, 3); + aggStr = sprintf(' -> %d observations after averaging', nObs); + end + fprintf(' [%d] %s: %d segments%s\n', ... + g, obj.groups(g).label, nSeg, aggStr); + end + else + fprintf('Not grouped (call groupby() to define groups)\n'); + end + + if obj.isAggregated + fprintf('Status: Aggregated\n'); + elseif obj.isGrouped + fprintf('Status: Grouped (call aggregate() to compute averages)\n'); + else + fprintf('Status: Ready (call select() and/or groupby())\n'); + end + fprintf('\n'); + end + + + function result = connectivity(obj, varargin) + % CONNECTIVITY Compute within-subject connectivity matrices per group + % + % result = ex.connectivity() + % result = ex.connectivity('Method', 'pearson', 'Biomarker', 'HbO') + % result = ex.connectivity('TimeWindow', [5, 25], 'Channels', 1:16) + % result = ex.connectivity('Blocks', blocks) + % + % For each group, computes a connectivity matrix per subject, then + % averages across subjects. Requires groupby() first but does NOT + % require aggregate() (works directly on selected fNIRS data). + % + % When 'Blocks' is provided, computes connectivity for each block's + % time window and returns a struct array with one element per block. + % + % Name-Value Parameters: + % Method - 'pearson' (default), 'spearman', 'xcorr', 'coherence', 'wcoherence' + % Biomarker - 'HbO' (default), 'HbR', 'HbTotal', 'HbDiff', 'CBSI' + % Channels - Channel indices (default: all good channels) + % TimeWindow - [start, end] seconds (default: full range) + % CouplingArgs - Extra args for coupling function (default: {}) + % UseROI - Use ROI-level data instead of channels (default: false) + % Blocks - Block definition struct array from pf2.data.defineBlocks + % When provided, computes connectivity per block. + % + % Outputs (without Blocks): + % result - Struct array (one per group) with fields: + % .Mean - [C x C] mean connectivity matrix + % .SD - [C x C] standard deviation + % .SEM - [C x C] standard error + % .N - Number of subjects + % .matrices - {N x 1} cell of individual matrices + % .label - Group label + % .method - Coupling method + % .biomarker - Biomarker used + % .channels - Channel indices + % + % Outputs (with Blocks): + % result - Struct array (one per block) with fields: + % .blockNumber - Block index + % .startTime - Block start time + % .endTime - Block end time + % .blockInfo - Block .info struct + % .groups - Per-group struct array (same format as above) + % + % See also: exploreFNIRS.connectivity.computeMatrix, + % exploreFNIRS.connectivity.plotMatrix, pf2.data.defineBlocks + + if ~obj.isGrouped + error('exploreFNIRS:core:Experiment:connectivity', ... + 'Call groupby() before connectivity()'); + end + + % Extract Blocks parameter (not forwarded to computeMatrix) + [blocks, fwdArgs] = extractBlocksArg(varargin); + + if isempty(blocks) + % Standard: compute for full time range + result = computeConnectivityGroups(obj.groups, fwdArgs); + else + % Block-wise: compute per block + nBlocks = length(blocks); + result = struct([]); + for b = 1:nBlocks + tw = [blocks(b).startTime, blocks(b).endTime]; + blockArgs = [fwdArgs, 'TimeWindow', tw]; + + result(b).blockNumber = b; + result(b).startTime = blocks(b).startTime; + result(b).endTime = blocks(b).endTime; + result(b).blockInfo = blocks(b).info; + result(b).groups = computeConnectivityGroups( ... + obj.groups, blockArgs); + end + fprintf('Computed connectivity for %d blocks across %d groups.\n', ... + nBlocks, length(obj.groups)); + end + end + + + function result = hyperscanning(obj, varargin) + % HYPERSCANNING Inter-brain synchrony analysis across paired subjects + % + % result = ex.hyperscanning() + % result = ex.hyperscanning('Method', 'pearson', 'Permutations', 500) + % result = ex.hyperscanning('ManualPairs', {{1,2},{3,4}}) + % result = ex.hyperscanning('Blocks', blocks) + % + % Pairs subjects using .info.DyadID metadata, computes cross-brain + % coupling for each dyad, and aggregates into group statistics. + % Operates on selected data directly (no aggregate needed). + % + % When 'Blocks' is provided, computes hyperscanning for each block's + % time window and returns a struct array with one element per block. + % + % Name-Value Parameters: + % Method - 'pearson' (default), 'spearman', 'xcorr', 'coherence', 'wcoherence' + % Biomarker - 'HbO' (default), 'HbR', 'HbTotal', 'HbDiff', 'CBSI' + % ChannelPairing - 'same' (default) or 'all' + % Channels - Channel indices (default: intersection of good channels) + % TimeWindow - [start, end] seconds + % Permutations - Number of permutations for significance (default: 0, none) + % PThreshold - Significance threshold (default: 0.05) + % ManualPairs - Manual pairing override (see pairSubjects) + % DyadField - Info field for dyad ID (default: 'DyadID') + % RoleField - Info field for role (default: 'Role') + % CouplingArgs - Extra args for coupling function (default: {}) + % Blocks - Block definition struct array from pf2.data.defineBlocks + % When provided, computes hyperscanning per block. + % + % Outputs (without Blocks): + % result - Struct with fields from computeGroup, plus: + % .pairs - Pairs struct from pairSubjects + % .permutation - Permutation test result (if Permutations > 0) + % + % Outputs (with Blocks): + % result - Struct array (one per block) with fields: + % .blockNumber - Block index + % .startTime - Block start time + % .endTime - Block end time + % .blockInfo - Block .info struct + % .coupling - Hyperscanning result (same format as above) + % + % See also: exploreFNIRS.hyperscanning.pairSubjects, + % exploreFNIRS.hyperscanning.computeGroup, + % exploreFNIRS.hyperscanning.permutationTest, pf2.data.defineBlocks + + ip = inputParser; + addParameter(ip, 'Method', 'pearson', @ischar); + addParameter(ip, 'Biomarker', 'HbO', @ischar); + addParameter(ip, 'ChannelPairing', 'same', @ischar); + addParameter(ip, 'Channels', [], @isnumeric); + addParameter(ip, 'TimeWindow', [], @(v) isnumeric(v) && (isempty(v) || length(v) == 2)); + addParameter(ip, 'Permutations', 0, @(v) isnumeric(v) && isscalar(v)); + addParameter(ip, 'PThreshold', 0.05, @isnumeric); + addParameter(ip, 'ManualPairs', {}, @iscell); + addParameter(ip, 'DyadField', 'DyadID', @ischar); + addParameter(ip, 'RoleField', 'Role', @ischar); + addParameter(ip, 'CouplingArgs', {}, @iscell); + addParameter(ip, 'UseROI', false, @islogical); + addParameter(ip, 'Blocks', [], @(x) isempty(x) || isstruct(x)); + parse(ip, varargin{:}); + opts = ip.Results; + + selData = obj.getSelectedData(); + + % Pair subjects (same pairs for all blocks) + pairArgs = {}; + if ~isempty(opts.ManualPairs) + pairArgs = [pairArgs, 'ManualPairs', {opts.ManualPairs}]; + end + pairArgs = [pairArgs, 'DyadField', opts.DyadField, 'RoleField', opts.RoleField]; + + pairs = exploreFNIRS.hyperscanning.pairSubjects(selData, pairArgs{:}); + + if isempty(pairs) + error('exploreFNIRS:core:Experiment:hyperscanning', ... + 'No valid pairs found. Check .info.%s or use ManualPairs.', opts.DyadField); + end + + % Build base args for computeGroup/computeDyad + groupArgs = {'Method', opts.Method, 'Biomarker', opts.Biomarker, ... + 'ChannelPairing', opts.ChannelPairing}; + if ~isempty(opts.Channels) + groupArgs = [groupArgs, 'Channels', opts.Channels]; + end + if ~isempty(opts.CouplingArgs) + groupArgs = [groupArgs, 'CouplingArgs', {opts.CouplingArgs}]; + end + if opts.UseROI + groupArgs = [groupArgs, 'UseROI', true]; + end + + if isempty(opts.Blocks) + % Standard: single time window + coreArgs = groupArgs; + if ~isempty(opts.TimeWindow) + coreArgs = [coreArgs, 'TimeWindow', opts.TimeWindow]; + end + result = computeHyperscanningCore(selData, pairs, coreArgs, ... + opts.Permutations, opts.PThreshold); + else + % Block-wise: iterate over blocks + blocks = opts.Blocks; + nBlocks = length(blocks); + result = struct([]); + for b = 1:nBlocks + tw = [blocks(b).startTime, blocks(b).endTime]; + coreArgs = [groupArgs, 'TimeWindow', tw]; + + result(b).blockNumber = b; + result(b).startTime = blocks(b).startTime; + result(b).endTime = blocks(b).endTime; + result(b).blockInfo = blocks(b).info; + result(b).coupling = computeHyperscanningCore( ... + selData, pairs, coreArgs, ... + opts.Permutations, opts.PThreshold); + end + fprintf('Computed hyperscanning for %d blocks across %d dyads.\n', ... + nBlocks, length(pairs)); + end + end + + end +end + + +%% Local helper functions + +function hVars = buildHierarchyVars(curTable, validHierarchy, mode) +% Build the hierarchy argument for grandAvgFNIRS based on averaging mode + + switch lower(mode) + case 'hierarchy' + tableVars = curTable.Properties.VariableNames; + useVars = intersect(validHierarchy, tableVars, 'stable'); + if ~isempty(useVars) + hVars = curTable(:, useVars); + else + hVars = (1:size(curTable, 1))'; + end + + case 'flat' + if ismember('SubjectID', curTable.Properties.VariableNames) + hVars = curTable(:, 'SubjectID'); + else + hVars = (1:size(curTable, 1))'; + end + + case 'none' + hVars = (1:size(curTable, 1))'; + + otherwise + error('Unknown averaging mode: %s. Use ''hierarchy'', ''flat'', or ''none''.', mode); + end +end + + +function [blocks, fwdArgs] = extractBlocksArg(args) +% EXTRACTBLOCKSARG Extract 'Blocks' parameter from name-value argument list +% +% Returns the blocks struct array and the remaining args without 'Blocks'. + +blocks = []; +fwdArgs = args; + +for k = 1:2:length(args)-1 + if ischar(args{k}) && strcmpi(args{k}, 'Blocks') + blocks = args{k+1}; + fwdArgs = [args(1:k-1), args(k+2:end)]; + return; + end +end + +end + + +function result = computeConnectivityGroups(groups, args) +% COMPUTECONNECTIVITYGROUPS Core connectivity computation across groups +% +% Computes per-subject connectivity matrices for each group and aggregates. + +nGroups = length(groups); +result = struct([]); + +for g = 1:nGroups + curData = groups(g).gbyFNIRS; + nSubjects = length(curData); + + fprintf('Group [%d] %s: computing connectivity for %d subjects...\n', ... + g, groups(g).label, nSubjects); + + matrices = cell(nSubjects, 1); + for s = 1:nSubjects + res = exploreFNIRS.connectivity.computeMatrix(curData{s}, args{:}); + matrices{s} = res.matrix; + end + + % Stack and aggregate + refSize = size(matrices{1}); + allMat = nan([refSize, nSubjects]); + for s = 1:nSubjects + m = matrices{s}; + sz = min(size(m), refSize); + allMat(1:sz(1), 1:sz(2), s) = m(1:sz(1), 1:sz(2)); + end + + result(g).Mean = mean(allMat, 3, 'omitnan'); + result(g).SD = std(allMat, 0, 3, 'omitnan'); + nValid = sum(~isnan(allMat), 3); + result(g).SEM = result(g).SD ./ sqrt(max(nValid, 1)); + result(g).N = nSubjects; + result(g).matrices = matrices; + result(g).label = groups(g).label; + result(g).method = res.method; + result(g).biomarker = res.biomarker; + result(g).channels = res.channels; + result(g).labels = res.labels; + result(g).useROI = res.useROI; +end + +end + + +function result = computeHyperscanningCore(selData, pairs, groupArgs, nPerms, pThreshold) +% COMPUTEHYPERSCANNINGCORE Core hyperscanning computation +% +% Computes group coupling and optional permutation test. + +result = exploreFNIRS.hyperscanning.computeGroup(selData, pairs, groupArgs{:}); +result.pairs = pairs; + +if nPerms > 0 + fprintf('Running permutation test (%d iterations)...\n', nPerms); + result.permutation = exploreFNIRS.hyperscanning.permutationTest( ... + selData, pairs, ... + 'Permutations', nPerms, ... + 'PThreshold', pThreshold, ... + groupArgs{:}); +end + +end diff --git a/+exploreFNIRS/+core/getGroupColors.m b/+exploreFNIRS/+core/getGroupColors.m new file mode 100644 index 00000000..4fc479ef --- /dev/null +++ b/+exploreFNIRS/+core/getGroupColors.m @@ -0,0 +1,38 @@ +function colors = getGroupColors(n) +% GETGROUPCOLORS Return distinguishable colors for group plotting +% +% Returns an [n x 3] matrix of RGB colors for use in grouped plots. +% Uses a perceptually distinct 8-color palette for n <= 8, and falls +% back to MATLAB's lines() colormap for larger n. +% +% Syntax: +% colors = exploreFNIRS.core.getGroupColors(n) +% +% Inputs: +% n - Number of groups (positive integer) +% +% Outputs: +% colors - [n x 3] matrix of RGB values in [0,1] +% +% Example: +% colors = exploreFNIRS.core.getGroupColors(4); +% % colors is [4 x 3] with blue, red-orange, green, purple +% +% See also: exploreFNIRS.core.plotBar, exploreFNIRS.core.plotTemporal + + baseColors = [ + 0.0000, 0.4470, 0.7410; % blue + 0.8500, 0.3250, 0.0980; % red-orange + 0.4660, 0.6740, 0.1880; % green + 0.4940, 0.1840, 0.5560; % purple + 0.9290, 0.6940, 0.1250; % yellow + 0.3010, 0.7450, 0.9330; % cyan + 0.6350, 0.0780, 0.1840; % dark red + 0.0000, 0.0000, 0.0000; % black + ]; + if n <= size(baseColors, 1) + colors = baseColors(1:n, :); + else + colors = lines(n); + end +end diff --git a/+exploreFNIRS/+core/plotAux.m b/+exploreFNIRS/+core/plotAux.m new file mode 100644 index 00000000..681fe762 --- /dev/null +++ b/+exploreFNIRS/+core/plotAux.m @@ -0,0 +1,383 @@ +function fig = plotAux(groups, auxField, varargin) +% PLOTAUX Headless temporal plot for auxiliary signal channels +% +% Creates time-series plots for multichannel auxiliary data (e.g., +% accelerometer, heart rate, respiration) from grouped/aggregated +% experiment data, with shaded error bands per group. +% +% Syntax: +% fig = plotAux(groups, 'accelerometer') +% fig = plotAux(groups, 'heartRate', 'AuxChannels', 1) +% fig = plotAux(groups, 'accelerometer', 'Layout', 'grid', ...) +% +% Inputs: +% groups - Struct array from Experiment.groups (after aggregate()) +% Each element must have .gbyGrand.Aux.(auxField) +% auxField - Name of the Aux field to plot (e.g., 'accelerometer') +% +% Name-Value Parameters: +% AuxChannels - Vector of Aux channel indices to plot (default: all) +% ErrorType - 'SEM' (default), 'SD', or 'none' +% Layout - 'grid' (default) or 'overlay' +% 'grid': one subplot per Aux channel +% 'overlay': all channels on one axes +% YLim - [min max] y-axis limits (default: auto) +% XLim - [min max] x-axis limits (default: auto) +% Title - Figure title (default: auto-generated) +% Visible - 'on' (default) or 'off' for headless mode +% SavePath - File path to save figure (triggers headless) +% SaveWidth - Width in pixels (default: 800) +% SaveHeight - Height in pixels (default: 500) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% Example: +% ex = exploreFNIRS.core.Experiment(data); +% ex.groupby({'Group','Condition'}); +% ex.aggregate(); +% +% % Plot all accelerometer channels in grid +% fig = exploreFNIRS.core.plotAux(ex.groups, 'accelerometer'); +% +% % Save single heart rate channel +% exploreFNIRS.core.plotAux(ex.groups, 'heartRate', ... +% 'AuxChannels', 1, 'SavePath', 'hr.png'); +% +% See also: exploreFNIRS.core.plotTemporal, exploreFNIRS.core.Experiment + + p = inputParser; + addRequired(p, 'groups', @isstruct); + addRequired(p, 'auxField', @ischar); + addParameter(p, 'AuxChannels', [], @isnumeric); + addParameter(p, 'ErrorType', 'SEM', @ischar); + addParameter(p, 'Layout', 'grid', @ischar); + addParameter(p, 'YLim', [], @isnumeric); + addParameter(p, 'XLim', [], @isnumeric); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 800, @isnumeric); + addParameter(p, 'SaveHeight', 500, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, groups, auxField, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + nGroups = length(groups); + + % Resolve Aux field name (handle flattened naming: 'accel' -> 'accel_data') + auxField = resolveAuxField(groups(1).gbyGrand, auxField); + + % Validate Aux field exists in all groups + for g = 1:nGroups + ga = groups(g).gbyGrand; + if isempty(ga) + error('exploreFNIRS:core:plotAux', ... + 'Group %d has no grand average. Call aggregate() first.', g); + end + if ~isfield(ga, 'Aux') || ~isfield(ga.Aux, auxField) + error('exploreFNIRS:core:plotAux', ... + 'Aux field "%s" not found in group %d. Available: %s', ... + auxField, g, getAuxFieldList(ga)); + end + end + + % Determine number of Aux channels from first group + refAux = groups(1).gbyGrand.Aux.(auxField); + nTotalCh = size(refAux.Mean, 2); + + if isempty(opts.AuxChannels) + auxCh = 1:nTotalCh; + else + auxCh = opts.AuxChannels(opts.AuxChannels <= nTotalCh); + end + nCh = length(auxCh); + + if nCh == 0 + error('exploreFNIRS:core:plotAux', 'No valid Aux channels to plot'); + end + + % Get channel labels + if isfield(refAux, 'varNames') && ~isempty(refAux.varNames) + allLabels = refAux.varNames; + chLabels = cell(1, nCh); + for c = 1:nCh + if auxCh(c) <= length(allLabels) + chLabels{c} = allLabels{auxCh(c)}; + else + chLabels{c} = sprintf('ch%d', auxCh(c)); + end + end + else + chLabels = arrayfun(@(x) sprintf('ch%d', x), auxCh, 'UniformOutput', false); + end + + % Determine layout + if strcmpi(opts.Layout, 'grid') && nCh > 1 + nRows = ceil(sqrt(nCh)); + nCols = ceil(nCh / nRows); + figW = opts.SaveWidth; + figH = opts.SaveHeight * min(nRows, 3) / max(nRows, 1) * 1.5; + else + nRows = 1; + nCols = 1; + figW = opts.SaveWidth; + figH = opts.SaveHeight; + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, figW, figH], ... + 'Color', 'w'); + + groupColors = exploreFNIRS.core.getGroupColors(nGroups); + + if strcmpi(opts.Layout, 'grid') && nCh > 1 + % Grid: one subplot per Aux channel + for cIdx = 1:nCh + ch = auxCh(cIdx); + ax = subplot(nRows, nCols, cIdx, 'Parent', fig); + hold(ax, 'on'); + + for g = 1:nGroups + auxData = groups(g).gbyGrand.Aux.(auxField); + if ch > size(auxData.Mean, 2), continue; end + + timeVec = groups(g).gbyGrand.time; + mLine = auxData.Mean(:, ch); + clr = groupColors(g, :); + + % Error band + eLine = getErrorData(auxData, ch, opts.ErrorType); + if ~strcmpi(opts.ErrorType, 'none') && any(eLine > 0) + plotErrorBand(ax, timeVec, mLine, eLine, clr); + end + + plot(ax, timeVec, mLine, '-', 'Color', clr, 'LineWidth', 1.2); + end + + plot(ax, xlim(ax), [0 0], 'k-', 'LineWidth', 0.5, 'HandleVisibility', 'off'); + title(ax, chLabels{cIdx}); + xlabel(ax, 'Time (s)'); + if cIdx == 1 || mod(cIdx-1, nCols) == 0 + ylabel(ax, getAuxUnit(refAux)); + end + if ~isempty(opts.YLim), ylim(ax, opts.YLim); end + if ~isempty(opts.XLim), xlim(ax, opts.XLim); end + grid(ax, 'on'); + box(ax, 'on'); + end + + % Shared legend + addSharedLegend(fig, groups, groupColors); + else + % Overlay: all channels on one axes + ax = axes('Parent', fig); + hold(ax, 'on'); + + legendHandles = []; + legendEntries = {}; + lineStyles = {'-', '--', ':', '-.'}; + + for g = 1:nGroups + auxData = groups(g).gbyGrand.Aux.(auxField); + timeVec = groups(g).gbyGrand.time; + clr = groupColors(g, :); + + for cIdx = 1:nCh + ch = auxCh(cIdx); + if ch > size(auxData.Mean, 2), continue; end + + mLine = auxData.Mean(:, ch); + style = lineStyles{mod(cIdx-1, length(lineStyles)) + 1}; + + % Error band (only for single channel to avoid clutter) + if nCh == 1 + eLine = getErrorData(auxData, ch, opts.ErrorType); + if ~strcmpi(opts.ErrorType, 'none') && any(eLine > 0) + plotErrorBand(ax, timeVec, mLine, eLine, clr); + end + end + + h = plot(ax, timeVec, mLine, style, 'Color', clr, 'LineWidth', 1.2); + legendHandles(end+1) = h; %#ok + + if nCh > 1 + legendEntries{end+1} = sprintf('%s: %s', groups(g).label, chLabels{cIdx}); %#ok + else + legendEntries{end+1} = groups(g).label; %#ok + end + end + end + + plot(ax, xlim(ax), [0 0], 'k-', 'LineWidth', 0.5, 'HandleVisibility', 'off'); + xlabel(ax, 'Time (s)'); + ylabel(ax, getAuxUnit(refAux)); + if ~isempty(opts.YLim), ylim(ax, opts.YLim); end + if ~isempty(opts.XLim), xlim(ax, opts.XLim); end + + if ~isempty(legendHandles) + legend(ax, legendHandles, legendEntries, 'Location', 'best', 'FontSize', 8); + end + grid(ax, 'on'); + box(ax, 'on'); + end + + % Figure title + if ~isempty(opts.Title) + sgtitle(fig, opts.Title); + else + sgtitle(fig, auxField); + end + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +%% Local helpers + +function eLine = getErrorData(auxData, ch, errorType) + switch upper(errorType) + case 'SEM' + if isfield(auxData, 'SEM') + eLine = auxData.SEM(:, ch); + else + eLine = zeros(size(auxData.Mean(:, ch))); + end + case 'SD' + if isfield(auxData, 'SD') + eLine = auxData.SD(:, ch); + else + eLine = zeros(size(auxData.Mean(:, ch))); + end + case 'NONE' + eLine = zeros(size(auxData.Mean(:, ch))); + otherwise + eLine = zeros(size(auxData.Mean(:, ch))); + end +end + + +function plotErrorBand(ax, timeVec, mLine, eLine, clr) + upperBound = mLine + eLine; + lowerBound = mLine - eLine; + validIdx = ~isnan(mLine) & ~isnan(upperBound); + if any(validIdx) + tV = timeVec(validIdx); + fill(ax, [tV; flipud(tV)], ... + [upperBound(validIdx); flipud(lowerBound(validIdx))], ... + clr, 'FaceAlpha', 0.2, 'EdgeColor', 'none', ... + 'HandleVisibility', 'off'); + end +end + + + +function lbl = getAuxUnit(auxStruct) + if isfield(auxStruct, 'unit') + lbl = auxStruct.unit; + else + lbl = 'a.u.'; + end +end + + +function str = getAuxFieldList(ga) +% List available Aux fields, showing clean names for flattened fields + if isfield(ga, 'Aux') && isstruct(ga.Aux) + flds = getCleanAuxFields(ga); + if ~isempty(flds) + str = strjoin(flds, ', '); + else + str = '(none)'; + end + else + str = '(no Aux data)'; + end +end + + +function resolved = resolveAuxField(ga, name) +% Resolve user-facing Aux field name to actual field in grand average +% Handles flattened naming: 'accelerometer' -> 'accelerometer_data' + if ~isfield(ga, 'Aux') + resolved = name; + return; + end + + % Exact match + if isfield(ga.Aux, name) + resolved = name; + return; + end + + % Try _data suffix (from flattenAux) + dataName = [name, '_data']; + if isfield(ga.Aux, dataName) + resolved = dataName; + return; + end + + % No match - return original (will produce helpful error later) + resolved = name; +end + + +function cleanNames = getCleanAuxFields(ga) +% Get deduplicated, clean Aux field names (strip _data/_time/_unit suffixes) + if ~isfield(ga, 'Aux') || ~isstruct(ga.Aux) + cleanNames = {}; + return; + end + + flds = fieldnames(ga.Aux); + flds = flds(~ismember(flds, {'flattened'})); + + % Collect unique base names + baseNames = {}; + for i = 1:length(flds) + f = flds{i}; + % Strip known suffixes from flattening + base = regexprep(f, '_(data|time|unit)$', ''); + if ~ismember(base, baseNames) + % Only include if the _data version (or exact) has .Mean (i.e., was averaged) + if isfield(ga.Aux, f) && isstruct(ga.Aux.(f)) && isfield(ga.Aux.(f), 'Mean') + baseNames{end+1} = base; %#ok + elseif isfield(ga.Aux, [base '_data']) && isstruct(ga.Aux.([base '_data'])) && isfield(ga.Aux.([base '_data']), 'Mean') + baseNames{end+1} = base; %#ok + end + end + end + cleanNames = unique(baseNames, 'stable'); +end + + +function addSharedLegend(fig, groups, groupColors) + nGroups = length(groups); + axLeg = axes('Parent', fig, 'Visible', 'off', 'Position', [0 0 0.01 0.01]); + hold(axLeg, 'on'); + + handles = gobjects(nGroups, 1); + entries = cell(nGroups, 1); + for g = 1:nGroups + handles(g) = plot(axLeg, NaN, NaN, '-', 'Color', groupColors(g,:), 'LineWidth', 1.2); + entries{g} = groups(g).label; + end + + legend(handles, entries, 'Location', 'southoutside', ... + 'Orientation', 'horizontal', 'FontSize', 8); +end diff --git a/+exploreFNIRS/+core/plotBar.m b/+exploreFNIRS/+core/plotBar.m new file mode 100644 index 00000000..6864ad9d --- /dev/null +++ b/+exploreFNIRS/+core/plotBar.m @@ -0,0 +1,311 @@ +function fig = plotBar(groups, varargin) +% PLOTBAR Headless bar chart from grouped/aggregated experiment data +% +% Creates bar charts showing mean biomarker values per group for selected +% channels and time windows, with error bars. Works without the +% exploreFNIRS GUI. +% +% Syntax: +% fig = plotBar(groups) +% fig = plotBar(groups, 'Biomarker', 'HbO', 'Channels', 1:5) +% fig = plotBar(groups, 'ROIs', 'all', 'Biomarker', 'HbO') +% fig = plotBar(groups, 'SavePath', 'barchart.png') +% +% Inputs: +% groups - Struct array from Experiment.groups (after aggregate()) +% Each element must have .gbyGrand with .HbO, .HbR, etc. +% +% Name-Value Parameters: +% Biomarker - Single biomarker name (default: 'HbO') +% Channels - Vector of channel indices (default: all) +% ROIs - ROI indices, names, or 'all' (default: []) +% When provided, data is read from gbyGrand.ROI instead of +% gbyGrand. Mutually exclusive with Channels. +% TimeWindow - [start, end] in seconds to average over (default: full range) +% ErrorType - 'SEM' (default), 'SD', or 'none' +% ShowIndividual - Show individual data points (default: false) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 600) +% SaveHeight - Height in pixels (default: 400) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% Example: +% ex = exploreFNIRS.core.Experiment(data); +% ex.groupby({'Group','Condition'}); +% ex.aggregate(); +% +% % Bar chart for HbO, channels 1-10, averaged over 5-20s +% fig = exploreFNIRS.core.plotBar(ex.groups, ... +% 'Biomarker', 'HbO', 'Channels', 1:10, ... +% 'TimeWindow', [5, 20], 'SavePath', 'bar.png'); +% +% See also: exploreFNIRS.core.Experiment, exploreFNIRS.core.plotTemporal + + p = inputParser; + addRequired(p, 'groups', @isstruct); + addParameter(p, 'Biomarker', 'HbO', @ischar); + addParameter(p, 'Channels', [], @isnumeric); + addParameter(p, 'ROIs', [], @(x) isnumeric(x) || islogical(x) || ischar(x) || isstring(x) || iscell(x)); + addParameter(p, 'TimeWindow', [], @isnumeric); + addParameter(p, 'ErrorType', 'SEM', @ischar); + addParameter(p, 'ShowIndividual', false, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 600, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, groups, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + bioM = opts.Biomarker; + nGroups = length(groups); + + % Validate + for g = 1:nGroups + if isempty(groups(g).gbyGrand) + error('exploreFNIRS:core:plotBar', ... + 'Group %d has no grand average. Call aggregate() first.', g); + end + end + + % Resolve ROI mode + if ~isempty(opts.ROIs) + if ~any(strcmp(p.UsingDefaults, 'Channels')) + error('exploreFNIRS:core:plotBar', ... + 'ROIs and Channels are mutually exclusive.'); + end + if ~isfield(groups(1).gbyGrand, 'ROI') + error('exploreFNIRS:core:plotBar', ... + 'No ROI data in grand average. Define ROIs before aggregating.'); + end + [roiIdx, roiNames] = resolveROIs(groups, opts.ROIs); + useROI = true; + else + useROI = false; + end + + % Determine channels/ROIs + if useROI + channels = roiIdx; + elseif isempty(opts.Channels) + nCh = size(groups(1).gbyGrand.(bioM).Mean, 2); + channels = 1:nCh; + else + channels = opts.Channels; + end + nCh = length(channels); + + % For each group: compute mean and error across time window and channels + groupMeans = nan(1, nGroups); + groupErrors = nan(1, nGroups); + groupN = nan(1, nGroups); + groupLabels = cell(1, nGroups); + individualData = cell(1, nGroups); + + for g = 1:nGroups + ga = groups(g).gbyGrand; + if useROI + if ~isfield(ga.ROI, bioM) || isempty(ga.ROI.(bioM)) + continue; + end + else + if ~isfield(ga, bioM) || isempty(ga.(bioM)) + continue; + end + end + + timeVec = ga.time; + + % Time window selection + if ~isempty(opts.TimeWindow) + tMask = timeVec >= opts.TimeWindow(1) & timeVec <= opts.TimeWindow(2); + else + tMask = true(size(timeVec)); + end + + if ~any(tMask), continue; end + + % Select data source + if useROI + src = ga.ROI.(bioM); + else + src = ga.(bioM); + end + + chIdx = channels(channels <= size(src.Mean, 2)); + if isempty(chIdx), continue; end + + % Grand mean: average over time window and channels/ROIs + meanSlice = src.Mean(tMask, chIdx); + groupMeans(g) = mean(meanSlice, 'all', 'omitnan'); + + % Error: use the per-subject data for proper SEM + if isfield(src, 'data') && ~isempty(src.data) + % data is [T x C x N] + subjectData = src.data(tMask, chIdx, :); + % Average over time and channels per subject + perSubject = squeeze(mean(mean(subjectData, 1, 'omitnan'), 2, 'omitnan')); + perSubject = perSubject(:); + perSubject(isnan(perSubject)) = []; + + groupN(g) = length(perSubject); + individualData{g} = perSubject; + + switch upper(opts.ErrorType) + case 'SEM' + groupErrors(g) = std(perSubject, 'omitnan') / sqrt(groupN(g)); + case 'SD' + groupErrors(g) = std(perSubject, 'omitnan'); + case 'NONE' + groupErrors(g) = 0; + end + else + % Fallback to pre-computed stats + semSlice = src.SEM(tMask, chIdx); + groupErrors(g) = mean(semSlice, 'all', 'omitnan'); + nSlice = src.N(tMask, chIdx); + groupN(g) = round(mean(nSlice, 'all', 'omitnan')); + end + + groupLabels{g} = groups(g).label; + end + + % Create figure + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + hold(ax, 'on'); + + % Colors + colors = exploreFNIRS.core.getGroupColors(nGroups); + + % Bar plot + barX = 1:nGroups; + for g = 1:nGroups + bar(ax, barX(g), groupMeans(g), 0.6, ... + 'FaceColor', colors(g,:), 'EdgeColor', 'k', 'FaceAlpha', 0.7); + end + + % Error bars + if ~strcmpi(opts.ErrorType, 'none') + errorbar(ax, barX, groupMeans, groupErrors, 'k.', ... + 'LineWidth', 1.2, 'CapSize', 8); + end + + % Individual data points + if opts.ShowIndividual + for g = 1:nGroups + if ~isempty(individualData{g}) + jitter = (rand(size(individualData{g})) - 0.5) * 0.25; + scatter(ax, barX(g) + jitter, individualData{g}, 20, ... + colors(g,:), 'filled', 'MarkerFaceAlpha', 0.5, ... + 'HandleVisibility', 'off'); + end + end + end + + % Labels + set(ax, 'XTick', barX, 'XTickLabel', groupLabels, 'XTickLabelRotation', 30); + ylabel(ax, sprintf('%s (%s)', bioM, getUnitsLabel(groups(1)))); + + % N labels above bars + for g = 1:nGroups + if ~isnan(groupN(g)) + yPos = groupMeans(g) + groupErrors(g); + if isnan(yPos), yPos = groupMeans(g); end + text(ax, barX(g), yPos, sprintf('n=%d', groupN(g)), ... + 'HorizontalAlignment', 'center', 'VerticalAlignment', 'bottom', ... + 'FontSize', 8); + end + end + + % Zero line + plot(ax, xlim(ax), [0 0], 'k-', 'LineWidth', 0.5, 'HandleVisibility', 'off'); + + % Title + if ~isempty(opts.Title) + title(ax, opts.Title); + else + if useROI + if nCh == 1 + itemStr = roiNames{1}; + else + itemStr = sprintf('ROIs: %s', strjoin(roiNames, ', ')); + end + else + if nCh == 1 + itemStr = sprintf('Ch %d', channels(1)); + else + itemStr = sprintf('Ch %d-%d', channels(1), channels(end)); + end + end + if ~isempty(opts.TimeWindow) + tStr = sprintf(', %g-%gs', opts.TimeWindow(1), opts.TimeWindow(2)); + else + tStr = ''; + end + title(ax, sprintf('%s: %s%s', bioM, itemStr, tStr)); + end + + box(ax, 'on'); + grid(ax, 'on'); + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +%% Local helpers + + +function lbl = getUnitsLabel(group) + if ~isempty(group.gbyGrand) && isfield(group.gbyGrand, 'units') + lbl = group.gbyGrand.units; + else + lbl = '\DeltaHb'; + end +end + + +function [roiIdx, roiNames] = resolveROIs(groups, rois) +% Convert ROI input to numeric indices and name strings + roiInfo = groups(1).gbyGrand.ROI.info; + allNames = roiInfo.Properties.RowNames; + + if ischar(rois) || isstring(rois) + if strcmpi(rois, 'all') + roiIdx = 1:length(allNames); + else + roiIdx = find(ismember(allNames, {char(rois)})); + end + elseif iscell(rois) + roiIdx = find(ismember(allNames, rois)); + elseif islogical(rois) + roiIdx = find(rois); + else + roiIdx = rois; % numeric + end + + roiIdx = roiIdx(roiIdx <= length(allNames)); + roiNames = allNames(roiIdx); +end diff --git a/+exploreFNIRS/+core/plotLME.m b/+exploreFNIRS/+core/plotLME.m new file mode 100644 index 00000000..d59cf97f --- /dev/null +++ b/+exploreFNIRS/+core/plotLME.m @@ -0,0 +1,460 @@ +function [fig, results] = plotLME(groups, groupByVars, varargin) +% PLOTLME Linear Mixed Effects analysis for grouped fNIRS data +% +% Fits LME models per channel using groupby variables as fixed effects. +% Returns fitted models, ANOVA tables, auto-generated contrasts, and +% optionally renders bar charts and topographic F-statistic maps. +% +% Syntax: +% [fig, results] = plotLME(groups, groupByVars) +% [fig, results] = plotLME(groups, groupByVars, 'Biomarkers', {'HbO'}) +% [fig, results] = plotLME(groups, groupByVars, 'ShowTopo', true) +% +% Inputs: +% groups - Struct array from Experiment.groups (after aggregate()) +% groupByVars - Cell array of grouping variable names used in groupby() +% +% Name-Value Parameters: +% Biomarkers - Cell array (default: {'HbO'}) +% Channels - Vector of channel indices (default: all) +% RandomEffects - Random effects formula (default: '1|SubjectID') +% UseIntercept - Include intercept (default: true) +% AllInteractions - Use full interaction model (default: false) +% InfoCovariate - Info variable as covariate (default: '') +% CustomFormula - Override auto-built formula (default: '') +% ShowBar - Show bar chart visualization (default: true) +% ShowTopo - Show ANOVA F-stat topo map (default: false) +% SigThreshold - Significance threshold (default: 0.05) +% SigType - 'p' (default), 'q', 'q-twostep' +% ErrorType - 'SEM' (default), 'SD', 'none' +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 800) +% SaveHeight - Height in pixels (default: 500) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle (empty if no visualization) +% results - Struct with: +% .models - Cell array of LinearMixedModel objects per channel +% .anova - Cell array of ANOVA tables per channel +% .anova_pval - Table of ANOVA p-values [channels x terms] +% .anova_Fstat - Table of ANOVA F-statistics [channels x terms] +% .coefficients - Cell array of random effects per channel +% .contrasts - Cell array of auto-generated contrast tables +% .AIC - Vector of AIC values per channel +% .formula - The formula string used +% .mergedTable - Long-format merged data table +% +% Example: +% ex = exploreFNIRS.core.Experiment(data); +% ex.groupby({'Group', 'Condition'}); +% ex.aggregate(); +% +% % Basic LME analysis +% [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, 'Channels', 1:5); +% disp(results.anova_pval); +% +% % With custom formula +% [fig, results] = ex.plotLME('CustomFormula', ... +% 'Opt1_HbO ~ Group*Condition + (1|SubjectID)'); +% +% See also: exploreFNIRS.core.Experiment, exploreFNIRS.fx.autoContrast, +% fitlme, anova + + p = inputParser; + addRequired(p, 'groups', @isstruct); + addRequired(p, 'groupByVars', @iscell); + addParameter(p, 'Biomarkers', {'HbO'}, @iscell); + addParameter(p, 'Channels', [], @isnumeric); + addParameter(p, 'RandomEffects', '1|SubjectID', @ischar); + addParameter(p, 'UseIntercept', true, @islogical); + addParameter(p, 'AllInteractions', false, @islogical); + addParameter(p, 'InfoCovariate', '', @ischar); + addParameter(p, 'CustomFormula', '', @ischar); + addParameter(p, 'ShowBar', true, @islogical); + addParameter(p, 'ShowTopo', false, @islogical); + addParameter(p, 'SigThreshold', 0.05, @isnumeric); + addParameter(p, 'SigType', 'p', @ischar); + addParameter(p, 'ErrorType', 'SEM', @ischar); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 800, @isnumeric); + addParameter(p, 'SaveHeight', 500, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, groups, groupByVars, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + + % Validate groups have bar-flat data + for g = 1:nGroups + if isempty(groups(g).gbyGrandBarFlat) + error('exploreFNIRS:core:plotLME', ... + 'Group %d has no bar-flat grand average. Call aggregate() first.', g); + end + end + + % Determine channels + if isempty(opts.Channels) + nCh = size(groups(1).gbyGrandBarFlat.(opts.Biomarkers{1}).data, 2); + channels = 1:nCh; + else + channels = opts.Channels; + nCh = length(channels); + end + + % Get time bins + barTimes = groups(1).gbyGrandBarFlat.time; + + % Build channel labels + chLabels = arrayfun(@(x) num2str(x), channels, 'UniformOutput', false); + + % Initialize results + results = struct(); + results.models = cell(nBioM, nCh); + results.anova = cell(nBioM, nCh); + results.contrasts = cell(nBioM, nCh); + results.AIC = nan(nBioM, nCh); + results.formula = ''; + results.mergedTable = []; + results.anova_pval = table(); + results.anova_Fstat = table(); + + fig = []; + + % Process each biomarker x channel combination + for bIdx = 1:nBioM + bioM = opts.Biomarkers{bIdx}; + + for chI = 1:nCh + ch = channels(chI); + + % Build merged long-format table + mergedTable = exploreFNIRS.export.mergeGbyTablesLong( ... + groups, {bioM}, ch, barTimes, false, false, chLabels(chI)); + + if isempty(mergedTable) || height(mergedTable) == 0 + warning('No data for %s channel %d, skipping', bioM, ch); + continue; + end + + % Convert Time to numeric if multiple time bins + if ismember('Time', mergedTable.Properties.VariableNames) + if iscell(mergedTable.Time) || isstring(mergedTable.Time) + mergedTable.Time = str2double(mergedTable.Time); + end + end + + % Build variable name (response) + varName = sprintf('Opt%s_%s', chLabels{chI}, bioM); + + if ~ismember(varName, mergedTable.Properties.VariableNames) + warning('Variable %s not found in merged table, skipping', varName); + continue; + end + + % Build LME formula + if ~isempty(opts.CustomFormula) + lmeString = opts.CustomFormula; + dummyCodeStr = 'reference'; + if contains(lmeString, '-1+') || contains(lmeString, '~-1') + dummyCodeStr = 'full'; + lmeString = strrep(lmeString, '*', ':'); + end + else + [lmeString, dummyCodeStr] = buildFormula(varName, ... + groupByVars, opts); + end + + results.formula = lmeString; + if bIdx == 1 && chI == 1 + results.mergedTable = mergedTable; + end + + % Fit LME + try + rng(2019); + mdl = fitlme(mergedTable, lmeString, ... + 'FitMethod', 'REML', 'CheckHessian', true, ... + 'DummyVarCoding', dummyCodeStr); + + results.models{bIdx, chI} = mdl; + results.AIC(bIdx, chI) = mdl.ModelCriterion.AIC; + + % ANOVA + anv = anova(mdl, 'DFMethod', 'satterthwaite'); + results.anova{bIdx, chI} = anv; + + % Store ANOVA results in summary tables + chRowName = sprintf('Opt%s_%s', chLabels{chI}, bioM); + anovaNames = sanitizeNames(anv.Term); + + results.anova_pval{chRowName, anovaNames} = anv.pValue'; + results.anova_Fstat{chRowName, anovaNames} = anv.FStat'; + + % Auto contrasts + try + cTable = exploreFNIRS.fx.autoContrast(mdl); + results.contrasts{bIdx, chI} = cTable; + catch + results.contrasts{bIdx, chI} = table(); + end + + % Random effects coefficients + try + [~, ~, results.coefficients{bIdx, chI}] = ... + randomEffects(mdl, 'DFMethod', 'satterthwaite'); + catch + results.coefficients{bIdx, chI} = []; + end + + % Null model comparison + try + nullStr = sprintf('%s~1+(1|SubjectID)', varName); + mdlML = fitlme(mergedTable, lmeString, ... + 'FitMethod', 'ML', 'CheckHessian', true, ... + 'DummyVarCoding', dummyCodeStr); + nullMdl = fitlme(mergedTable, nullStr, ... + 'FitMethod', 'ML', 'CheckHessian', true, ... + 'DummyVarCoding', dummyCodeStr); + nullComp = compare(mdlML, nullMdl); + results.nullComparison{bIdx, chI} = nullComp; + catch + results.nullComparison{bIdx, chI} = []; + end + + % Print summary + fprintf('LME [%s Ch %d]: AIC=%.1f\n', bioM, ch, ... + results.AIC(bIdx, chI)); + + catch ME + fprintf(2, 'LME failed for %s Ch %d: %s\n', bioM, ch, ME.message); + end + end + end + + % Print ANOVA summary + if ~isempty(results.anova_pval) && height(results.anova_pval) > 0 + fprintf('\n--- ANOVA p-values ---\n'); + disp(results.anova_pval); + end + + % Visualization + if opts.ShowBar || opts.ShowTopo + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], 'Color', 'w'); + + if opts.ShowBar && ~opts.ShowTopo + plotBarSummary(fig, groups, results, opts, channels, chLabels); + elseif opts.ShowTopo && ~opts.ShowBar + plotTopoFstat(fig, results, opts); + else + % Both: bar on left, topo on right + plotBarSummary(fig, groups, results, opts, channels, chLabels); + end + + % Title + if ~isempty(opts.Title) + sgtitle(fig, opts.Title); + else + sgtitle(fig, sprintf('LME: %s', results.formula)); + end + end + + % Save + if ~isempty(opts.SavePath) && ~isempty(fig) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +%% Local helpers + +function [lmeString, dummyCodeStr] = buildFormula(varName, groupByVars, opts) +% Build LME formula string from groupby variables and options + + dummyCodeStr = 'reference'; + + % Build fixed effects part + basicParts = {}; + if ~isempty(opts.InfoCovariate) + basicParts{end+1} = opts.InfoCovariate; + end + + mdlPrtString = strjoin(basicParts, '*'); + if isempty(mdlPrtString) + mdlPrtString = '1'; + end + + % Add groupby variables + if opts.AllInteractions + curLMEGbyString = mdlPrtString; + for i = 1:length(groupByVars) + curLMEGbyString = sprintf('%s*%s', curLMEGbyString, groupByVars{i}); + end + else + parts = {}; + for i = 1:length(groupByVars) + if strcmp(mdlPrtString, '1') + parts{end+1} = groupByVars{i}; %#ok + else + parts{end+1} = sprintf('%s*%s', mdlPrtString, groupByVars{i}); %#ok + end + end + curLMEGbyString = strjoin(parts, '+'); + end + + % Build full formula + if opts.UseIntercept + if isempty(curLMEGbyString) || strcmp(curLMEGbyString, '1') + lmeString = sprintf('%s~1+(%s)', varName, opts.RandomEffects); + else + lmeString = sprintf('%s~%s+(%s)', varName, curLMEGbyString, ... + opts.RandomEffects); + end + else + dummyCodeStr = 'full'; + lmeString = sprintf('%s~-1+%s+(%s)', varName, ... + strrep(curLMEGbyString, '*', ':'), opts.RandomEffects); + end +end + + +function plotBarSummary(fig, groups, results, opts, channels, chLabels) +% Render bar chart summarizing significant ANOVA terms + + nBioM = length(opts.Biomarkers); + nCh = length(channels); + colors = exploreFNIRS.core.getGroupColors(length(groups)); + + if height(results.anova_pval) == 0 + text(0.5, 0.5, 'No models fitted', ... + 'HorizontalAlignment', 'center', 'Units', 'normalized', ... + 'Parent', axes('Parent', fig)); + return; + end + + termNames = results.anova_pval.Properties.VariableNames; + nTerms = length(termNames); + + % One subplot per ANOVA term + nCols = min(nTerms, 4); + nRows = ceil(nTerms / nCols); + + for t = 1:nTerms + ax = subplot(nRows, nCols, t, 'Parent', fig); + hold(ax, 'on'); + + fVals = results.anova_Fstat{:, t}; + pVals = results.anova_pval{:, t}; + + % Bar chart of F-values + bar(ax, 1:height(results.anova_Fstat), fVals, 0.6, ... + 'FaceColor', [0.5, 0.5, 0.8], 'EdgeColor', 'k'); + + % Mark significant channels + for i = 1:length(pVals) + if pVals(i) < opts.SigThreshold + text(ax, i, fVals(i), '*', ... + 'HorizontalAlignment', 'center', ... + 'VerticalAlignment', 'bottom', ... + 'FontSize', 14, 'FontWeight', 'bold', 'Color', 'r'); + end + end + + title(ax, strrep(termNames{t}, '_', ' ')); + xlabel(ax, 'Channel'); + ylabel(ax, 'F-statistic'); + grid(ax, 'on'); + box(ax, 'on'); + end +end + + +function plotTopoFstat(fig, results, opts) +% Render topographic F-statistic maps + + if height(results.anova_Fstat) == 0 + return; + end + + termNames = results.anova_Fstat.Properties.VariableNames; + nTerms = length(termNames); + nBioM = length(opts.Biomarkers); + + nCols = nTerms; + nRows = nBioM; + + for t = 1:nTerms + for bIdx = 1:nBioM + spIdx = (bIdx - 1) * nCols + t; + ax = subplot(nRows, nCols, spIdx, 'Parent', fig); + + fVals = results.anova_Fstat{:, t}'; + pVals = results.anova_pval{:, t}'; + + % FDR correction + [curQ, curK] = exploreFNIRS.fx.performFDR(pVals, opts.SigThreshold); + + switch opts.SigType + case 'q' + sigP = curQ; + case 'q-twostep' + sigP = exploreFNIRS.fx.performFDR_twostep(pVals, opts.SigThreshold); + otherwise + sigP = pVals; + end + + sigMask = sigP <= opts.SigThreshold; + + if any(sigMask) + minF = min(fVals(sigMask)); + if ~isempty(which('pf2.probe.plot.interpolateValues3D')) + axes(ax); %#ok + pf2.probe.plot.interpolateValues3D(fVals, [], minF, [], ... + termNames{t}, 'F-val', 'bufferDistance', 1); + else + bar(ax, fVals, 'FaceColor', 'flat'); + ylabel(ax, 'F-stat'); + title(ax, termNames{t}); + end + else + text(ax, 0.5, 0.5, sprintf('%s\nn.s.', termNames{t}), ... + 'HorizontalAlignment', 'center', 'Units', 'normalized'); + axis(ax, 'off'); + end + end + end + + sigStr = sprintf('Thresholded at %s=%.2f', opts.SigType, opts.SigThreshold); + annotation(fig, 'textbox', [0, 0.97, 0.3, 0.03], 'String', sigStr, ... + 'FitBoxToText', 'on', 'EdgeColor', 'none', 'FontSize', 7); +end + + +function cleanNames = sanitizeNames(names) +% Clean ANOVA term names for use as table variable names + cleanNames = cell(size(names)); + for i = 1:length(names) + str = names{i}; + str(str == '(' | str == ')') = ''; + str(str == ':' | str == '_') = ''; + str(str == ' ' | str == '-') = ''; + cleanNames{i} = str; + end +end diff --git a/+exploreFNIRS/+core/plotScatterFNIRS.m b/+exploreFNIRS/+core/plotScatterFNIRS.m new file mode 100644 index 00000000..90bfce5f --- /dev/null +++ b/+exploreFNIRS/+core/plotScatterFNIRS.m @@ -0,0 +1,547 @@ +function [fig, stats] = plotScatterFNIRS(groups, varargin) +% PLOTSCATTERFNIRS Scatter plot correlating info variable vs fNIRS biomarker +% +% Creates scatter plots showing the relationship between an info/behavioral +% variable (X-axis) and fNIRS biomarker channel data (Y-axis). Supports +% Pearson/Spearman correlation, regression lines, error bands, and +% topographic correlation maps. +% +% Syntax: +% [fig, stats] = plotScatterFNIRS(groups, 'InfoVar', 'reactionTime') +% [fig, stats] = plotScatterFNIRS(groups, 'InfoVar', 'Age', ... +% 'Biomarkers', {'HbO'}, 'Channels', 1:5) +% [fig, stats] = plotScatterFNIRS(groups, 'InfoVar', 'Age', ... +% 'PlotTopo', true, 'SigThreshold', 0.05) +% +% Inputs: +% groups - Struct array from Experiment.groups (after aggregate()) +% Each element must have .gbyGrandBarFlat and .gbyTables +% +% Name-Value Parameters: +% InfoVar - (required) X-axis variable name from info fields +% Biomarkers - Cell array of biomarkers (default: {'HbO'}) +% Channels - Vector of channel indices (default: all) +% CorrType - 'Pearson' (default) or 'Spearman' +% FitLine - Show regression line (default: true) +% ErrorBand - Show error band (default: false) +% ErrorBandType - '95%PI' (default), 'SEM', 'SD', '95%CI' +% ErrorBandStyle - 'Shaded' (default), 'Dashed', 'Fine' +% FlipXY - Swap X and Y axes (default: false) +% PlotTopo - Generate topo correlation map (default: false) +% SigThreshold - Significance threshold for topo (default: 0.05) +% SigType - 'p' (default), 'q', 'q-twostep' +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 600) +% SaveHeight - Height in pixels (default: 400) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% stats - Struct with correlation statistics per group: +% .r, .p - Pearson correlation and p-value +% .rho, .pval - Spearman correlation and p-value +% .N - Sample size +% .coefficients - [slope, intercept] from polyfit +% .q - FDR-corrected p-values (topo mode only) +% +% Example: +% ex = exploreFNIRS.core.Experiment(data); +% ex.groupby({'Group','Condition'}); +% ex.aggregate(); +% +% % Scatter: reaction time vs HbO, channel 5 +% [fig, stats] = exploreFNIRS.core.plotScatterFNIRS(ex.groups, ... +% 'InfoVar', 'reactionTime', 'Biomarkers', {'HbO'}, ... +% 'Channels', 5, 'FitLine', true); +% +% % Topographic correlation map +% [fig, stats] = exploreFNIRS.core.plotScatterFNIRS(ex.groups, ... +% 'InfoVar', 'Age', 'PlotTopo', true, 'SigThreshold', 0.05); +% +% See also: exploreFNIRS.core.Experiment, exploreFNIRS.core.plotBar + + p = inputParser; + addRequired(p, 'groups', @isstruct); + addParameter(p, 'InfoVar', '', @ischar); + addParameter(p, 'Biomarkers', {'HbO'}, @iscell); + addParameter(p, 'Channels', [], @isnumeric); + addParameter(p, 'CorrType', 'Pearson', @ischar); + addParameter(p, 'FitLine', true, @islogical); + addParameter(p, 'ErrorBand', false, @islogical); + addParameter(p, 'ErrorBandType', '95%PI', @ischar); + addParameter(p, 'ErrorBandStyle', 'Shaded', @ischar); + addParameter(p, 'FlipXY', false, @islogical); + addParameter(p, 'PlotTopo', false, @islogical); + addParameter(p, 'SigThreshold', 0.05, @isnumeric); + addParameter(p, 'SigType', 'p', @ischar); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 600, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, groups, varargin{:}); + opts = p.Results; + + if isempty(opts.InfoVar) + error('exploreFNIRS:core:plotScatterFNIRS', ... + 'InfoVar is required. Specify the X-axis variable name.'); + end + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + + % Validate groups have bar-flat grand averages + for g = 1:nGroups + if isempty(groups(g).gbyGrandBarFlat) + error('exploreFNIRS:core:plotScatterFNIRS', ... + 'Group %d has no bar-flat grand average. Call aggregate() first.', g); + end + end + + % Determine channels + if isempty(opts.Channels) + nCh = size(groups(1).gbyGrandBarFlat.(opts.Biomarkers{1}).data, 2); + allChannels = 1:nCh; + else + allChannels = opts.Channels; + nCh = length(allChannels); + end + + % Determine time bin (use first available) + barTime = groups(1).gbyGrandBarFlat.time; + tIdx = 1; + + % Initialize stats output (pre-allocate with consistent struct fields) + stats = repmat(emptyStats(), nGroups, nBioM, nCh); + + if opts.PlotTopo + % --- Topo mode: iterate all channels, compute correlation, render map --- + [fig, stats] = plotTopoCorrelation(groups, opts, allChannels, tIdx); + else + % --- Scatter mode --- + colors = exploreFNIRS.core.getGroupColors(nGroups); + + % Layout: one subplot per channel (or per biomarker if single channel) + if nCh > 1 && nBioM == 1 + nPlots = nCh; + plotMode = 'channels'; + elseif nBioM > 1 && nCh == 1 + nPlots = nBioM; + plotMode = 'biomarkers'; + else + nPlots = nCh * nBioM; + plotMode = 'both'; + end + + nCols = min(nPlots, 4); + nRows = ceil(nPlots / nCols); + figW = opts.SaveWidth * min(nCols, 3); + figH = opts.SaveHeight * min(nRows, 3); + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, figW, figH], 'Color', 'w'); + + plotIdx = 0; + for bIdx = 1:nBioM + bioM = opts.Biomarkers{bIdx}; + for chI = 1:nCh + ch = allChannels(chI); + plotIdx = plotIdx + 1; + + if nPlots > 1 + ax = subplot(nRows, nCols, plotIdx, 'Parent', fig); + else + ax = axes('Parent', fig); + end + hold(ax, 'on'); + + for g = 1:nGroups + curStats = plotGroupScatter(ax, groups(g), bioM, ch, ... + tIdx, opts, colors(g,:)); + stats(g, bIdx, chI) = curStats; + end + + % Labels + if strcmp(plotMode, 'channels') + title(ax, sprintf('Ch %d', ch)); + elseif strcmp(plotMode, 'biomarkers') + title(ax, bioM); + else + title(ax, sprintf('%s Ch %d', bioM, ch)); + end + + if opts.FlipXY + xlabel(ax, sprintf('\\Delta[%s]', bioM)); + ylabel(ax, strrep(opts.InfoVar, '_', ' ')); + else + xlabel(ax, strrep(opts.InfoVar, '_', ' ')); + ylabel(ax, sprintf('\\Delta[%s]', bioM)); + end + + grid(ax, 'on'); + box(ax, 'on'); + end + end + + % Legend on last subplot + if nGroups > 1 + legendLabels = cell(nGroups, 1); + for g = 1:nGroups + legendLabels{g} = groups(g).label; + end + legend(ax, legendLabels, 'Location', 'best', 'FontSize', 8); + end + + % Title + if ~isempty(opts.Title) + sgtitle(fig, opts.Title); + else + corrStr = opts.CorrType; + sgtitle(fig, sprintf('%s vs fNIRS (%s)', ... + strrep(opts.InfoVar, '_', ' '), corrStr)); + end + end + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +%% Local helpers + +function curStats = plotGroupScatter(ax, group, bioM, ch, tIdx, opts, clr) +% Plot scatter for one group, one channel, one biomarker + + curGrand = group.gbyGrandBarFlat; + curTable = group.gbyTables; + + % Extract Y: per-subject biomarker value at this channel and time bin + if ~isfield(curGrand, bioM) || isempty(curGrand.(bioM)) + curStats = emptyStats(); + return; + end + + bioData = curGrand.(bioM); + if ch > size(bioData.data, 2) || tIdx > size(bioData.data, 1) + curStats = emptyStats(); + return; + end + + yVals = permute(bioData.data(tIdx, ch, :), [3, 1, 2]); + + % Hierarchical averaging of Y values + if isfield(curGrand, 'info') && isfield(curGrand.info, 'Hierarchy') + [yVals, outH] = pf2_base.hierarchicalAverage(yVals, ... + curGrand.info.Hierarchy, @nanmean); + end + + % Extract X: info variable from table, with hierarchical averaging + if ~ismember(opts.InfoVar, curTable.Properties.VariableNames) + warning('Variable "%s" not found in group table', opts.InfoVar); + curStats = emptyStats(); + return; + end + + xData = curTable.(opts.InfoVar); + if ~isnumeric(xData) + xData = double(string(xData)); + end + xData(xData == -9999) = NaN; + + % Hierarchical averaging of X values + if ismember('SubjectID', curTable.Properties.VariableNames) + [xVals] = pf2_base.hierarchicalAverage(xData, ... + curTable(:, 'SubjectID'), @nanmean); + else + xVals = xData; + end + + % Align lengths (X and Y may differ after hierarchical averaging) + n = min(length(xVals), length(yVals)); + xVals = xVals(1:n); + yVals = yVals(1:n); + + % Remove NaN pairs + validIdx = ~isnan(xVals) & ~isnan(yVals); + xVals = xVals(validIdx); + yVals = yVals(validIdx); + N = length(xVals); + + % Compute correlations + curStats = emptyStats(); + curStats.N = N; + + if N >= 3 + [curStats.r, curStats.p] = corr(xVals, yVals, 'Type', 'Pearson'); + [curStats.rho, curStats.pval] = corr(xVals, yVals, 'Type', 'Spearman'); + end + + % Apply Spearman rank transform if requested + if strcmpi(opts.CorrType, 'Spearman') + [~, p] = sort(xVals, 'descend'); + r = 1:length(xVals); + r(p) = r; + xVals = r(:); + + [~, p] = sort(yVals, 'descend'); + r = 1:length(yVals); + r(p) = r; + yVals = r(:); + end + + % Flip axes + if opts.FlipXY + temp = xVals; + xVals = yVals; + yVals = temp; + end + + % Scatter points + scatter(ax, xVals, yVals, 25, clr, 'filled', 'MarkerFaceAlpha', 0.7); + + % Regression line and error band + if (opts.FitLine || opts.ErrorBand) && N > 2 + [coefficients, PolyS] = polyfit(xVals, yVals, 1); + curStats.coefficients = coefficients; + xFit = linspace(min(xVals), max(xVals), 200); + [yFit, deltaY] = polyval(coefficients, xFit, PolyS); + + % Error band + if opts.ErrorBand + yEst = polyval(coefficients, xVals); + yDiff = yVals - yEst; + SD = std(yDiff); + SEM = SD / sqrt(N); + + switch opts.ErrorBandType + case 'SEM' + yUpper = yFit + SEM; + yLower = yFit - SEM; + case 'SD' + yUpper = yFit + SD; + yLower = yFit - SD; + case '95%CI' + CI = pf2_base.external.polyparci(coefficients, PolyS); + yUpper = polyval(CI(1,:), xFit); + yLower = polyval(CI(2,:), xFit); + case '95%PI' + yUpper = yFit + deltaY * tinv(0.95, N - 1); + yLower = yFit - deltaY * tinv(0.95, N - 1); + otherwise + yUpper = yFit + deltaY * tinv(0.95, N - 1); + yLower = yFit - deltaY * tinv(0.95, N - 1); + end + + plotBand(ax, xFit, yUpper, yLower, clr, opts.ErrorBandStyle); + end + + % Regression line + if opts.FitLine + h = plot(ax, xFit, yFit, '-', 'Color', clr, 'LineWidth', 1.5); + set(h.Annotation.LegendInformation, 'IconDisplayStyle', 'off'); + + % Annotation with stats + if strcmpi(opts.CorrType, 'Spearman') + statStr = sprintf('rho=%.3f, p=%.4f', curStats.rho, curStats.pval); + else + statStr = sprintf('r=%.3f, p=%.4f', curStats.r, curStats.p); + end + text(ax, 0.02, 0.98 - 0.06 * (find(isfield(curStats, 'r'))), ... + sprintf('N=%d, %s', N, statStr), ... + 'Units', 'normalized', 'FontSize', 7, 'Color', clr, ... + 'VerticalAlignment', 'top'); + end + end +end + + +function [fig, stats] = plotTopoCorrelation(groups, opts, allChannels, tIdx) +% Compute per-channel correlations and render topo map + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + nCh = length(allChannels); + + nCols = nGroups; + nRows = nBioM; + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth * min(nCols, 3), ... + opts.SaveHeight * min(nRows, 3)], 'Color', 'w'); + + stats = struct(); + + for bIdx = 1:nBioM + bioM = opts.Biomarkers{bIdx}; + + for g = 1:nGroups + curGrand = groups(g).gbyGrandBarFlat; + curTable = groups(g).gbyTables; + + rVals = nan(1, nCh); + pVals = nan(1, nCh); + rhoVals = nan(1, nCh); + pvalVals = nan(1, nCh); + nVals = nan(1, nCh); + + for chI = 1:nCh + ch = allChannels(chI); + + if ~isfield(curGrand, bioM) || ch > size(curGrand.(bioM).data, 2) + continue; + end + + % Y: biomarker at channel + yVals = permute(curGrand.(bioM).data(tIdx, ch, :), [3, 1, 2]); + if isfield(curGrand, 'info') && isfield(curGrand.info, 'Hierarchy') + yVals = pf2_base.hierarchicalAverage(yVals, ... + curGrand.info.Hierarchy, @nanmean); + end + + % X: info variable + xData = curTable.(opts.InfoVar); + if ~isnumeric(xData) + xData = double(string(xData)); + end + xData(xData == -9999) = NaN; + if ismember('SubjectID', curTable.Properties.VariableNames) + xVals = pf2_base.hierarchicalAverage(xData, ... + curTable(:, 'SubjectID'), @nanmean); + else + xVals = xData; + end + + n = min(length(xVals), length(yVals)); + xV = xVals(1:n); + yV = yVals(1:n); + valid = ~isnan(xV) & ~isnan(yV); + xV = xV(valid); + yV = yV(valid); + + nVals(chI) = length(xV); + if nVals(chI) >= 3 + [rVals(chI), pVals(chI)] = corr(xV, yV, 'Type', 'Pearson'); + [rhoVals(chI), pvalVals(chI)] = corr(xV, yV, 'Type', 'Spearman'); + end + end + + % Select correlation type + if strcmpi(opts.CorrType, 'Spearman') + curR = rhoVals; + curP = pvalVals; + clrBarTitle = 'rho'; + else + curR = rVals; + curP = pVals; + clrBarTitle = 'r'; + end + + % FDR correction + [curQ, curK] = exploreFNIRS.fx.performFDR(curP, opts.SigThreshold); + + % Store stats + stats(g, bIdx).r = rVals; + stats(g, bIdx).p = pVals; + stats(g, bIdx).rho = rhoVals; + stats(g, bIdx).pval = pvalVals; + stats(g, bIdx).N = nVals; + stats(g, bIdx).q = curQ; + + % Plot topo + spIdx = (bIdx - 1) * nGroups + g; + ax = subplot(nRows, nCols, spIdx, 'Parent', fig); + + % Determine significance threshold + switch opts.SigType + case 'q' + sigP = curQ; + case 'q-twostep' + [curQ2] = exploreFNIRS.fx.performFDR_twostep(curP, opts.SigThreshold); + sigP = curQ2; + stats(g, bIdx).q = curQ2; + otherwise + sigP = curP; + end + + % Find significant channels and threshold + sigMask = sigP <= opts.SigThreshold; + if any(sigMask) + minR = min(abs(curR(sigMask))); + % Plot using interpolateValues if available + if ~isempty(which('pf2.probe.plot.interpolateValues')) + axes(ax); %#ok + pf2.probe.plot.interpolateValues(curR, [], ... + [minR, -minR], [], groups(g).label, clrBarTitle, ... + 'bufferDistance', 1); + else + % Fallback: simple bar-style plot + bar(ax, allChannels, curR, 'FaceColor', 'flat'); + ylabel(ax, clrBarTitle); + xlabel(ax, 'Channel'); + title(ax, groups(g).label); + end + else + % No significant channels + text(ax, 0.5, 0.5, sprintf('%s\nn.s.', groups(g).label), ... + 'HorizontalAlignment', 'center', 'Units', 'normalized'); + axis(ax, 'off'); + end + end + end + + % Title + if ~isempty(opts.Title) + sgtitle(fig, opts.Title); + else + sgtitle(fig, sprintf('Topo: %s (%s, %s=%.2f)', ... + strrep(opts.InfoVar, '_', ' '), opts.CorrType, ... + opts.SigType, opts.SigThreshold)); + end +end + + +function plotBand(ax, xFit, yUpper, yLower, clr, style) +% Plot error band around regression line + errColor = clr + (1 - clr) * 0.55; + + switch style + case 'Shaded' + xPatch = [xFit, fliplr(xFit)]; + yPatch = [yLower, fliplr(yUpper)]; + h = patch(ax, xPatch, yPatch, -1, ... + 'FaceColor', errColor, 'EdgeColor', 'none', 'FaceAlpha', 0.15); + set(h, 'HandleVisibility', 'off'); + case 'Dashed' + h1 = plot(ax, xFit, yUpper, '--', 'Color', errColor, 'LineWidth', 1.5); + h2 = plot(ax, xFit, yLower, '--', 'Color', errColor, 'LineWidth', 1.5); + set(h1.Annotation.LegendInformation, 'IconDisplayStyle', 'off'); + set(h2.Annotation.LegendInformation, 'IconDisplayStyle', 'off'); + case 'Fine' + h1 = plot(ax, xFit, yUpper, '-', 'Color', errColor, 'LineWidth', 0.5); + h2 = plot(ax, xFit, yLower, '-', 'Color', errColor, 'LineWidth', 0.5); + set(h1.Annotation.LegendInformation, 'IconDisplayStyle', 'off'); + set(h2.Annotation.LegendInformation, 'IconDisplayStyle', 'off'); + end +end + + +function s = emptyStats() +% Return empty stats struct + s = struct('r', NaN, 'p', NaN, 'rho', NaN, 'pval', NaN, ... + 'N', 0, 'coefficients', [], 'q', []); +end diff --git a/+exploreFNIRS/+core/plotTemporal.m b/+exploreFNIRS/+core/plotTemporal.m new file mode 100644 index 00000000..752151b3 --- /dev/null +++ b/+exploreFNIRS/+core/plotTemporal.m @@ -0,0 +1,398 @@ +function fig = plotTemporal(groups, varargin) +% PLOTTEMPORAL Headless temporal plot from grouped/aggregated experiment data +% +% Creates publication-ready time-series plots showing the hemodynamic +% response for each group, with shaded error bands. Works without the +% exploreFNIRS GUI. +% +% Syntax: +% fig = plotTemporal(groups) +% fig = plotTemporal(groups, 'Biomarkers', {'HbO'}, 'Channels', 1:5) +% fig = plotTemporal(groups, 'ROIs', 'all', 'Biomarkers', {'HbO'}) +% fig = plotTemporal(groups, 'SavePath', 'temporal.png') +% +% Inputs: +% groups - Struct array from Experiment.groups (after aggregate()) +% Each element must have .gbyGrand with .HbO, .HbR, etc. +% +% Name-Value Parameters: +% Biomarkers - Cell array of biomarkers to plot (default: {'HbO','HbR'}) +% Channels - Vector of channel indices to plot (default: 1) +% ROIs - ROI indices, names, or 'all' (default: []) +% When provided, data is read from gbyGrand.ROI instead of +% gbyGrand. Mutually exclusive with Channels. +% ErrorType - 'SEM' (default), 'SD', or 'none' +% Layout - 'overlay' (default) or 'grid' +% 'overlay': all channels on one axes per biomarker +% 'grid': separate subplot per channel +% YLim - [min max] y-axis limits (default: auto) +% XLim - [min max] x-axis limits (default: auto) +% Title - Figure title (default: auto-generated) +% Visible - 'on' (default) or 'off' for headless mode +% SavePath - File path to save figure (triggers headless) +% SaveWidth - Width in pixels (default: 800) +% SaveHeight - Height in pixels (default: 500) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% Example: +% ex = exploreFNIRS.core.Experiment(data); +% ex.groupby({'Group','Condition'}); +% ex.aggregate(); +% +% % Interactive plot +% fig = exploreFNIRS.core.plotTemporal(ex.groups, ... +% 'Biomarkers', {'HbO'}, 'Channels', [5, 10]); +% +% % Headless save +% exploreFNIRS.core.plotTemporal(ex.groups, ... +% 'Biomarkers', {'HbO','HbR'}, 'Channels', 1, ... +% 'SavePath', 'temporal_plot.png', 'SaveDPI', 300); +% +% See also: exploreFNIRS.core.Experiment, exploreFNIRS.core.plotBar + + p = inputParser; + addRequired(p, 'groups', @isstruct); + addParameter(p, 'Biomarkers', {'HbO','HbR'}, @iscell); + addParameter(p, 'Channels', 1, @isnumeric); + addParameter(p, 'ROIs', [], @(x) isnumeric(x) || islogical(x) || ischar(x) || isstring(x) || iscell(x)); + addParameter(p, 'ErrorType', 'SEM', @ischar); + addParameter(p, 'Layout', 'overlay', @ischar); + addParameter(p, 'YLim', [], @isnumeric); + addParameter(p, 'XLim', [], @isnumeric); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 800, @isnumeric); + addParameter(p, 'SaveHeight', 500, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, groups, varargin{:}); + opts = p.Results; + + % Force headless if saving + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + % Resolve ROI mode + if ~isempty(opts.ROIs) + if ~any(strcmp(p.UsingDefaults, 'Channels')) + error('exploreFNIRS:core:plotTemporal', ... + 'ROIs and Channels are mutually exclusive.'); + end + if ~isfield(groups(1).gbyGrand, 'ROI') + error('exploreFNIRS:core:plotTemporal', ... + 'No ROI data in grand average. Define ROIs before aggregating.'); + end + [roiIdx, roiNames] = resolveROIs(groups, opts.ROIs); + useROI = true; + nItems = length(roiIdx); + else + useROI = false; + nItems = length(opts.Channels); + end + + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + nChannels = nItems; + + % Validate groups have grand averages + for g = 1:nGroups + if isempty(groups(g).gbyGrand) + error('exploreFNIRS:core:plotTemporal', ... + 'Group %d has no grand average. Call aggregate() first.', g); + end + end + + % Determine layout + if strcmpi(opts.Layout, 'grid') && nChannels > 1 + nRows = ceil(sqrt(nChannels)); + nCols = ceil(nChannels / nRows); + figW = opts.SaveWidth * min(nCols, 3); + figH = opts.SaveHeight * min(nRows, 3); + else + nRows = 1; + nCols = nBioM; + figW = opts.SaveWidth; + figH = opts.SaveHeight; + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, figW, figH], ... + 'Color', 'w'); + + % Color setup: distinct color per group + groupColors = exploreFNIRS.core.getGroupColors(nGroups); + + % Biomarker line styles + bioMStyles = {'-', '--', ':', '-.'}; + + if strcmpi(opts.Layout, 'grid') && nChannels > 1 + % Grid layout: one subplot per channel/ROI, all biomarkers overlaid + for iItem = 1:nChannels + if useROI + itemIdx = roiIdx(iItem); + itemLabel = roiNames{iItem}; + else + itemIdx = opts.Channels(iItem); + itemLabel = sprintf('Ch %d', itemIdx); + end + ax = subplot(nRows, nCols, iItem, 'Parent', fig); + hold(ax, 'on'); + + plotItemOnAxes(ax, groups, itemIdx, opts, groupColors, bioMStyles, useROI); + + title(ax, itemLabel); + xlabel(ax, 'Time (s)'); + if iItem == 1 || mod(iItem-1, nCols) == 0 + ylabel(ax, getUnitsLabel(groups(1))); + end + end + % Single legend for the figure + addFigureLegend(fig, groups, opts, groupColors, bioMStyles); + else + % Overlay layout: one axes per biomarker, channels averaged or overlaid + for bIdx = 1:nBioM + if nBioM > 1 + ax = subplot(1, nBioM, bIdx, 'Parent', fig); + else + ax = axes('Parent', fig); + end + hold(ax, 'on'); + + bioM = opts.Biomarkers{bIdx}; + legendEntries = {}; + legendHandles = []; + + for g = 1:nGroups + ga = groups(g).gbyGrand; + + if useROI + if ~isfield(ga.ROI, bioM) || isempty(ga.ROI.(bioM)) + continue; + end + else + if ~isfield(ga, bioM) || isempty(ga.(bioM)) + continue; + end + end + + timeVec = ga.time; + + % Select data source: ROI or channel + if useROI + src = ga.ROI.(bioM); + else + src = ga.(bioM); + end + + meanData = src.Mean; + nData = src.N; + + % Get error data + switch upper(opts.ErrorType) + case 'SEM' + errData = src.SEM; + case 'SD' + errData = src.SD; + case 'NONE' + errData = zeros(size(meanData)); + otherwise + errData = src.SEM; + end + + % Select indices to plot + if useROI + chIdx = roiIdx; + else + chIdx = opts.Channels; + end + chIdx = chIdx(chIdx <= size(meanData, 2)); + if isempty(chIdx), continue; end + + if length(chIdx) > 1 + mLine = mean(meanData(:, chIdx), 2, 'omitnan'); + eLine = mean(errData(:, chIdx), 2, 'omitnan'); + else + mLine = meanData(:, chIdx); + eLine = errData(:, chIdx); + end + + clr = groupColors(g, :); + + % Plot error band + if ~strcmpi(opts.ErrorType, 'none') && any(eLine > 0) + upperBound = mLine + eLine; + lowerBound = mLine - eLine; + validIdx = ~isnan(mLine) & ~isnan(upperBound); + if any(validIdx) + tV = timeVec(validIdx); + fill(ax, [tV; flipud(tV)], ... + [upperBound(validIdx); flipud(lowerBound(validIdx))], ... + clr, 'FaceAlpha', 0.2, 'EdgeColor', 'none', ... + 'HandleVisibility', 'off'); + end + end + + % Plot mean line + h = plot(ax, timeVec, mLine, '-', ... + 'Color', clr, 'LineWidth', 1.5); + + legendHandles(end+1) = h; %#ok + + % Build legend label + lbl = groups(g).label; + if mean(nData(:, chIdx), 'all', 'omitnan') > 0 + nStr = sprintf(' (n=%d)', round(mean(nData(:, chIdx), 'all', 'omitnan'))); + lbl = [lbl, nStr]; %#ok + end + legendEntries{end+1} = lbl; %#ok + end + + % Zero line + plot(ax, xlim(ax), [0 0], 'k-', 'LineWidth', 0.5, ... + 'HandleVisibility', 'off'); + + title(ax, bioM); + xlabel(ax, 'Time (s)'); + ylabel(ax, getUnitsLabel(groups(1))); + + if ~isempty(opts.YLim), ylim(ax, opts.YLim); end + if ~isempty(opts.XLim), xlim(ax, opts.XLim); end + + if ~isempty(legendHandles) + legend(ax, legendHandles, legendEntries, ... + 'Location', 'best', 'FontSize', 8); + end + box(ax, 'on'); + grid(ax, 'on'); + end + end + + % Figure title + if ~isempty(opts.Title) + sgtitle(fig, opts.Title); + elseif useROI + if nChannels == 1 + sgtitle(fig, roiNames{1}); + elseif ~strcmpi(opts.Layout, 'grid') + sgtitle(fig, sprintf('ROIs: %s (averaged)', strjoin(roiNames, ', '))); + end + elseif nChannels == 1 + sgtitle(fig, sprintf('Channel %d', opts.Channels(1))); + elseif nChannels > 1 && ~strcmpi(opts.Layout, 'grid') + sgtitle(fig, sprintf('Channels %s (averaged)', mat2str(opts.Channels))); + end + + % Save if requested + if ~isempty(opts.SavePath) + if exist('pf2_base.plot.saveFigure', 'file') || ... + ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end + + +%% Local helpers + + +function lbl = getUnitsLabel(group) +% Get units string from a group's grand average + if ~isempty(group.gbyGrand) && isfield(group.gbyGrand, 'units') + lbl = group.gbyGrand.units; + else + lbl = '\DeltaHb'; + end +end + + +function plotItemOnAxes(ax, groups, idx, opts, groupColors, bioMStyles, useROI) +% Plot all groups/biomarkers for a single channel or ROI on given axes + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + + for g = 1:nGroups + ga = groups(g).gbyGrand; + clr = groupColors(g, :); + + for bIdx = 1:nBioM + bioM = opts.Biomarkers{bIdx}; + if useROI + if ~isfield(ga.ROI, bioM) || isempty(ga.ROI.(bioM)), continue; end + src = ga.ROI.(bioM); + else + if ~isfield(ga, bioM) || isempty(ga.(bioM)), continue; end + src = ga.(bioM); + end + if idx > size(src.Mean, 2), continue; end + + timeVec = ga.time; + mLine = src.Mean(:, idx); + style = bioMStyles{mod(bIdx-1, length(bioMStyles)) + 1}; + + plot(ax, timeVec, mLine, style, 'Color', clr, 'LineWidth', 1.2); + end + end + + plot(ax, xlim(ax), [0 0], 'k-', 'LineWidth', 0.5, 'HandleVisibility', 'off'); + if ~isempty(opts.YLim), ylim(ax, opts.YLim); end + if ~isempty(opts.XLim), xlim(ax, opts.XLim); end + grid(ax, 'on'); +end + + +function addFigureLegend(fig, groups, opts, groupColors, bioMStyles) +% Add a shared legend to the figure for grid layout + nGroups = length(groups); + nBioM = length(opts.Biomarkers); + entries = {}; + handles = []; + + % Invisible axes for legend items + axLeg = axes('Parent', fig, 'Visible', 'off', 'Position', [0 0 0.01 0.01]); + hold(axLeg, 'on'); + + for g = 1:nGroups + for bIdx = 1:nBioM + style = bioMStyles{mod(bIdx-1, length(bioMStyles)) + 1}; + h = plot(axLeg, NaN, NaN, style, 'Color', groupColors(g,:), 'LineWidth', 1.2); + handles(end+1) = h; %#ok + entries{end+1} = sprintf('%s %s', groups(g).label, opts.Biomarkers{bIdx}); %#ok + end + end + + legend(handles, entries, 'Location', 'southoutside', ... + 'Orientation', 'horizontal', 'FontSize', 8); +end + + +function [roiIdx, roiNames] = resolveROIs(groups, rois) +% Convert ROI input to numeric indices and name strings + roiInfo = groups(1).gbyGrand.ROI.info; + allNames = roiInfo.Properties.RowNames; + + if ischar(rois) || isstring(rois) + if strcmpi(rois, 'all') + roiIdx = 1:length(allNames); + else + roiIdx = find(ismember(allNames, {char(rois)})); + end + elseif iscell(rois) + roiIdx = find(ismember(allNames, rois)); + elseif islogical(rois) + roiIdx = find(rois); + else + roiIdx = rois; % numeric + end + + roiIdx = roiIdx(roiIdx <= length(allNames)); + roiNames = allNames(roiIdx); +end diff --git a/+exploreFNIRS/+coupling/coherence.m b/+exploreFNIRS/+coupling/coherence.m new file mode 100644 index 00000000..c2a9729d --- /dev/null +++ b/+exploreFNIRS/+coupling/coherence.m @@ -0,0 +1,127 @@ +function result = coherence(x, y, fs, varargin) +% COHERENCE Magnitude-squared coherence between two time series +% +% Computes magnitude-squared coherence using MATLAB's mscohere, with +% optional frequency-range filtering to focus on hemodynamic frequencies. +% +% Syntax: +% result = exploreFNIRS.coupling.coherence(x, y, fs) +% result = exploreFNIRS.coupling.coherence(x, y, fs, 'FreqRange', [0.01 0.1]) +% +% Inputs: +% x - [T x 1] time series +% y - [T x 1] time series +% fs - Sampling frequency (Hz) +% +% Name-Value Parameters: +% FreqRange - [fLow fHigh] frequency band in Hz (default: [0.01, fs/2]) +% Typical fNIRS: [0.01, 0.1] for hemodynamic, [0.1, 0.5] for Mayer waves +% WindowLength - Welch segment length in seconds (default: auto, ~8 segments) +% Overlap - Fraction of overlap between segments (default: 0.5) +% NFFT - FFT length (default: next power of 2 of window length) +% +% Outputs: +% result - Struct with fields: +% .value - Mean coherence in FreqRange (scalar) +% .pvalue - Approximate p-value (threshold-based) +% .spectrum - [F x 1] full coherence spectrum +% .freqs - [F x 1] frequency vector (Hz) +% .method - 'coherence' +% .windowed - false (spectral method, not time-windowed) +% .freqRange - Frequency band used +% +% Notes: +% Significance threshold approximation: C_thresh = 1 - alpha^(1/(L-1)) +% where L = number of segments. Values above this are significant at alpha. +% +% See also: exploreFNIRS.coupling.pearson, exploreFNIRS.coupling.xcorr, mscohere + + p = inputParser; + addRequired(p, 'x', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'y', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'fs', @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(p, 'FreqRange', [0.01, 0], @(v) isnumeric(v) && length(v) == 2); + addParameter(p, 'WindowLength', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + addParameter(p, 'Overlap', 0.5, @(v) isnumeric(v) && isscalar(v) && v >= 0 && v < 1); + addParameter(p, 'NFFT', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + parse(p, x, y, fs, varargin{:}); + opts = p.Results; + + x = x(:); + y = y(:); + if length(x) ~= length(y) + error('exploreFNIRS:coupling:coherence', 'x and y must have equal length'); + end + + % Fill NaNs for spectral analysis + x = fillNaN(x); + y = fillNaN(y); + + T = length(x); + + % Set frequency range + freqRange = opts.FreqRange; + if freqRange(2) <= 0 + freqRange(2) = fs / 2; + end + + % Auto window length: aim for ~8 segments + if opts.WindowLength <= 0 + winLen = round(T / 8); + winLen = max(winLen, round(fs * 4)); % at least 4 seconds + winLen = min(winLen, T); + else + winLen = round(opts.WindowLength * fs); + end + + overlapSamp = round(winLen * opts.Overlap); + + if opts.NFFT <= 0 + nfft = 2^nextpow2(winLen); + else + nfft = opts.NFFT; + end + + % Compute coherence + [cxy, f] = mscohere(x, y, hanning(winLen), overlapSamp, nfft, fs); + + % Filter to frequency range + freqMask = f >= freqRange(1) & f <= freqRange(2); + meanCoherence = mean(cxy(freqMask), 'omitnan'); + + % Approximate significance threshold + % Number of segments (Welch method) + nSegments = floor((T - overlapSamp) / (winLen - overlapSamp)); + nSegments = max(nSegments, 2); + alpha = 0.05; + coherenceThreshold = 1 - alpha^(1 / (nSegments - 1)); + + % P-value approximation: fraction of band above threshold + if meanCoherence > coherenceThreshold + pval = alpha * (coherenceThreshold / meanCoherence); + pval = max(pval, 1e-10); + else + pval = 1 - (1 - alpha) * (meanCoherence / coherenceThreshold); + pval = min(pval, 1); + end + + result.value = meanCoherence; + result.pvalue = pval; + result.spectrum = cxy; + result.freqs = f; + result.method = 'coherence'; + result.windowed = false; + result.freqRange = freqRange; + result.coherenceThreshold = coherenceThreshold; + result.nSegments = nSegments; +end + + +function v = fillNaN(v) +% Linear interpolation of NaN values + nanIdx = isnan(v); + if ~any(nanIdx), return; end + if all(nanIdx), v(:) = 0; return; end + t = (1:length(v))'; + v(nanIdx) = interp1(t(~nanIdx), v(~nanIdx), t(nanIdx), 'linear', 'extrap'); +end diff --git a/+exploreFNIRS/+coupling/pearson.m b/+exploreFNIRS/+coupling/pearson.m new file mode 100644 index 00000000..0283f11e --- /dev/null +++ b/+exploreFNIRS/+coupling/pearson.m @@ -0,0 +1,88 @@ +function result = pearson(x, y, fs, varargin) +% PEARSON Pearson correlation between two time series +% +% Computes Pearson's r between two equal-length time series, with an +% optional sliding-window mode for time-resolved coupling. +% +% Syntax: +% result = exploreFNIRS.coupling.pearson(x, y, fs) +% result = exploreFNIRS.coupling.pearson(x, y, fs, 'WindowSize', 10) +% +% Inputs: +% x - [T x 1] time series +% y - [T x 1] time series +% fs - Sampling frequency (Hz) +% +% Name-Value Parameters: +% WindowSize - Sliding window duration in seconds (default: 0, full signal) +% WindowStep - Step size in seconds (default: WindowSize/2, 50% overlap) +% +% Outputs: +% result - Struct with fields: +% .value - Pearson r (scalar, or [W x 1] for windowed) +% .pvalue - Two-tailed p-value(s) +% .method - 'pearson' +% .windowed - true if sliding window was used +% .windowTimes - [W x 1] center times (windowed only) +% +% See also: exploreFNIRS.coupling.spearman, exploreFNIRS.coupling.xcorr + + p = inputParser; + addRequired(p, 'x', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'y', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'fs', @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(p, 'WindowSize', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + addParameter(p, 'WindowStep', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + parse(p, x, y, fs, varargin{:}); + opts = p.Results; + + x = x(:); + y = y(:); + if length(x) ~= length(y) + error('exploreFNIRS:coupling:pearson', 'x and y must have equal length'); + end + + winSamples = round(opts.WindowSize * fs); + + if winSamples <= 0 || winSamples >= length(x) + % Full-signal mode + valid = ~isnan(x) & ~isnan(y); + [r, pval] = corr(x(valid), y(valid), 'Type', 'Pearson'); + + result.value = r; + result.pvalue = pval; + result.method = 'pearson'; + result.windowed = false; + else + % Sliding window mode + stepSamples = round(opts.WindowStep * fs); + if stepSamples <= 0 + stepSamples = max(1, round(winSamples / 2)); + end + + T = length(x); + starts = 1:stepSamples:(T - winSamples + 1); + nWin = length(starts); + + rVals = nan(nWin, 1); + pVals = nan(nWin, 1); + winTimes = nan(nWin, 1); + + for w = 1:nWin + idx = starts(w):(starts(w) + winSamples - 1); + xw = x(idx); + yw = y(idx); + valid = ~isnan(xw) & ~isnan(yw); + if sum(valid) >= 3 + [rVals(w), pVals(w)] = corr(xw(valid), yw(valid), 'Type', 'Pearson'); + end + winTimes(w) = (starts(w) + winSamples/2 - 1) / fs; + end + + result.value = rVals; + result.pvalue = pVals; + result.method = 'pearson'; + result.windowed = true; + result.windowTimes = winTimes; + end +end diff --git a/+exploreFNIRS/+coupling/plotWcoherence.m b/+exploreFNIRS/+coupling/plotWcoherence.m new file mode 100644 index 00000000..7719daf7 --- /dev/null +++ b/+exploreFNIRS/+coupling/plotWcoherence.m @@ -0,0 +1,176 @@ +function fig = plotWcoherence(result, varargin) +% PLOTWCOHERENCE Time-frequency wavelet coherence visualization +% +% Renders wavelet coherence as a time-frequency heatmap with cone of +% influence overlay and optional phase arrow display. The standard +% visualization for wavelet coherence analysis. +% +% Syntax: +% fig = exploreFNIRS.coupling.plotWcoherence(result) +% fig = exploreFNIRS.coupling.plotWcoherence(result, 'ShowPhase', true) +% fig = exploreFNIRS.coupling.plotWcoherence(result, 'FreqRange', [0.01 0.1]) +% +% Inputs: +% result - Struct from exploreFNIRS.coupling.wcoherence with fields: +% .wcoh, .freqs, .times, .coi, .freqRange +% Optionally .phase for phase arrow display +% +% Name-Value Parameters: +% FreqRange - [fLow fHigh] frequency limits for display (default: from result) +% CLim - Color limits [cmin cmax] (default: [0 1]) +% Colormap - Colormap name or matrix (default: 'jet') +% ShowCOI - Show cone of influence overlay (default: true) +% ShowPhase - Show phase arrows (default: false, requires .phase) +% PhaseStep - Spacing of phase arrows in [freq, time] indices (default: [4, 8]) +% ShowBand - Show frequency band boundaries as dashed lines (default: true) +% LogFreq - Use log scale for frequency axis (default: true) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 800) +% SaveHeight - Height in pixels (default: 400) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% See also: exploreFNIRS.coupling.wcoherence, exploreFNIRS.connectivity.plotMatrix + + p = inputParser; + addRequired(p, 'result', @isstruct); + addParameter(p, 'FreqRange', [], @(v) isempty(v) || (isnumeric(v) && numel(v) == 2)); + addParameter(p, 'CLim', [0, 1], @(v) isnumeric(v) && length(v) == 2); + addParameter(p, 'Colormap', 'jet', @(v) ischar(v) || isnumeric(v)); + addParameter(p, 'ShowCOI', true, @islogical); + addParameter(p, 'ShowPhase', false, @islogical); + addParameter(p, 'PhaseStep', [4, 8], @(v) isnumeric(v) && numel(v) == 2); + addParameter(p, 'ShowBand', true, @islogical); + addParameter(p, 'LogFreq', true, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 800, @isnumeric); + addParameter(p, 'SaveHeight', 400, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, result, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + wcoh = result.wcoh; + freqs = result.freqs; + times = result.times; + coi = result.coi(:)'; + + % Frequency range for display + if isempty(opts.FreqRange) && isfield(result, 'freqRange') + dispRange = result.freqRange; + elseif ~isempty(opts.FreqRange) + dispRange = opts.FreqRange; + else + dispRange = [min(freqs), max(freqs)]; + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + + % Plot coherence + if opts.LogFreq && all(freqs > 0) + surf(ax, times, freqs, wcoh, 'EdgeColor', 'none'); + view(ax, 0, 90); + set(ax, 'YScale', 'log'); + set(ax, 'YDir', 'normal'); + else + imagesc(ax, times, freqs, wcoh); + set(ax, 'YDir', 'normal'); + end + + caxis(ax, opts.CLim); + + % Colormap + if ischar(opts.Colormap) + colormap(ax, opts.Colormap); + else + colormap(ax, opts.Colormap); + end + cb = colorbar(ax); + cb.Label.String = 'Wavelet Coherence'; + + % Frequency axis limits + ylim(ax, dispRange); + xlim(ax, [min(times), max(times)]); + + % Cone of influence overlay + if opts.ShowCOI + hold(ax, 'on'); + % Fill below COI boundary with semi-transparent gray + coiFreqs = min(coi, max(freqs)); + fillX = [times(:)', fliplr(times(:)')]; + fillY = [coiFreqs, ones(1, length(times)) * min(freqs)]; + fill(ax, fillX, fillY, [0.5, 0.5, 0.5], ... + 'FaceAlpha', 0.4, 'EdgeColor', 'none'); + hold(ax, 'off'); + end + + % Frequency band boundaries + if opts.ShowBand && isfield(result, 'freqRange') + hold(ax, 'on'); + tRange = xlim(ax); + plot(ax, tRange, [result.freqRange(1), result.freqRange(1)], ... + '--w', 'LineWidth', 1); + plot(ax, tRange, [result.freqRange(2), result.freqRange(2)], ... + '--w', 'LineWidth', 1); + hold(ax, 'off'); + end + + % Phase arrows + if opts.ShowPhase && isfield(result, 'phase') + hold(ax, 'on'); + phase = result.phase; + fStep = opts.PhaseStep(1); + tStep = opts.PhaseStep(2); + + fIdx = 1:fStep:length(freqs); + tIdx = 1:tStep:length(times); + + for fi = fIdx + for ti = tIdx + if wcoh(fi, ti) > 0.5 % Only show arrows where coherence is notable + ang = phase(fi, ti); + dx = cos(ang) * (times(min(ti+1,end)) - times(ti)) * tStep * 0.3; + dy = sin(ang) * freqs(fi) * 0.1; + quiver(ax, times(ti), freqs(fi), dx, dy, 0, ... + 'k', 'MaxHeadSize', 0.8, 'LineWidth', 0.5); + end + end + end + hold(ax, 'off'); + end + + % Labels + xlabel(ax, 'Time (s)'); + ylabel(ax, 'Frequency (Hz)'); + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + title(ax, sprintf('Wavelet Coherence (mean = %.3f)', result.value)); + end + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end + +end diff --git a/+exploreFNIRS/+coupling/plotWindowed.m b/+exploreFNIRS/+coupling/plotWindowed.m new file mode 100644 index 00000000..8b9c6703 --- /dev/null +++ b/+exploreFNIRS/+coupling/plotWindowed.m @@ -0,0 +1,143 @@ +function fig = plotWindowed(result, varargin) +% PLOTWINDOWED Time series visualization of windowed coupling values +% +% Plots coupling values over time for windowed coupling results (pearson, +% spearman, xcorr with WindowSize). Shows the coupling trajectory with +% optional confidence band and significance threshold. +% +% Syntax: +% fig = exploreFNIRS.coupling.plotWindowed(result) +% fig = exploreFNIRS.coupling.plotWindowed(result, 'ShowThreshold', true) +% fig = exploreFNIRS.coupling.plotWindowed(results) % cell array overlay +% +% Inputs: +% result - Struct from a windowed coupling function with fields: +% .value (vector), .pvalue (vector), .windowTimes, .method +% OR cell array of result structs (one line per result) +% +% Name-Value Parameters: +% Labels - Cell array of labels for legend (default: auto from method) +% ShowThreshold - Show significance threshold line (default: false) +% PThreshold - Significance level for threshold (default: 0.05) +% YLim - Y-axis limits (default: auto) +% LineWidth - Line width (default: 1.5) +% ShowCI - Show confidence band as shaded area (default: false) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 700) +% SaveHeight - Height in pixels (default: 350) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% See also: exploreFNIRS.coupling.pearson, exploreFNIRS.coupling.spearman + + p = inputParser; + addRequired(p, 'result'); + addParameter(p, 'Labels', {}, @iscell); + addParameter(p, 'ShowThreshold', false, @islogical); + addParameter(p, 'PThreshold', 0.05, @isnumeric); + addParameter(p, 'YLim', [], @(v) isempty(v) || (isnumeric(v) && numel(v) == 2)); + addParameter(p, 'LineWidth', 1.5, @isnumeric); + addParameter(p, 'ShowCI', false, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 700, @isnumeric); + addParameter(p, 'SaveHeight', 350, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, result, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + % Normalize input to cell array + if isstruct(result) + results = {result}; + else + results = result; + end + + nSeries = length(results); + colors = lines(nSeries); + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + hold(ax, 'on'); + + legendEntries = {}; + for k = 1:nSeries + r = results{k}; + + if ~r.windowed || ~isfield(r, 'windowTimes') + warning('exploreFNIRS:coupling:plotWindowed', ... + 'Result %d is not windowed. Skipping.', k); + continue; + end + + t = r.windowTimes; + v = r.value; + + plot(ax, t, v, '-', 'Color', colors(k, :), ... + 'LineWidth', opts.LineWidth); + + if ~isempty(opts.Labels) && k <= length(opts.Labels) + legendEntries{end+1} = opts.Labels{k}; %#ok + else + legendEntries{end+1} = r.method; %#ok + end + + % Significance masking: mark significant windows + if opts.ShowThreshold && isfield(r, 'pvalue') + sigMask = r.pvalue < opts.PThreshold; + if any(sigMask) + plot(ax, t(sigMask), v(sigMask), '.', ... + 'Color', colors(k, :), 'MarkerSize', 12); + end + end + end + + % Reference line at zero + plot(ax, xlim(ax), [0, 0], '-', 'Color', [0.7, 0.7, 0.7], 'LineWidth', 0.5); + + hold(ax, 'off'); + + xlabel(ax, 'Time (s)'); + ylabel(ax, 'Coupling'); + + if ~isempty(opts.YLim) + ylim(ax, opts.YLim); + end + + if ~isempty(legendEntries) + legend(ax, legendEntries, 'Location', 'best'); + end + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + title(ax, 'Windowed Coupling'); + end + + box(ax, 'on'); + grid(ax, 'on'); + + % Save + if ~isempty(opts.SavePath) + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end + +end diff --git a/+exploreFNIRS/+coupling/spearman.m b/+exploreFNIRS/+coupling/spearman.m new file mode 100644 index 00000000..06ed803a --- /dev/null +++ b/+exploreFNIRS/+coupling/spearman.m @@ -0,0 +1,88 @@ +function result = spearman(x, y, fs, varargin) +% SPEARMAN Spearman rank correlation between two time series +% +% Computes Spearman's rho between two equal-length time series, with an +% optional sliding-window mode for time-resolved coupling. +% +% Syntax: +% result = exploreFNIRS.coupling.spearman(x, y, fs) +% result = exploreFNIRS.coupling.spearman(x, y, fs, 'WindowSize', 10) +% +% Inputs: +% x - [T x 1] time series +% y - [T x 1] time series +% fs - Sampling frequency (Hz) +% +% Name-Value Parameters: +% WindowSize - Sliding window duration in seconds (default: 0, full signal) +% WindowStep - Step size in seconds (default: WindowSize/2, 50% overlap) +% +% Outputs: +% result - Struct with fields: +% .value - Spearman rho (scalar, or [W x 1] for windowed) +% .pvalue - Two-tailed p-value(s) +% .method - 'spearman' +% .windowed - true if sliding window was used +% .windowTimes - [W x 1] center times (windowed only) +% +% See also: exploreFNIRS.coupling.pearson, exploreFNIRS.coupling.xcorr + + p = inputParser; + addRequired(p, 'x', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'y', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'fs', @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(p, 'WindowSize', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + addParameter(p, 'WindowStep', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + parse(p, x, y, fs, varargin{:}); + opts = p.Results; + + x = x(:); + y = y(:); + if length(x) ~= length(y) + error('exploreFNIRS:coupling:spearman', 'x and y must have equal length'); + end + + winSamples = round(opts.WindowSize * fs); + + if winSamples <= 0 || winSamples >= length(x) + % Full-signal mode + valid = ~isnan(x) & ~isnan(y); + [r, pval] = corr(x(valid), y(valid), 'Type', 'Spearman'); + + result.value = r; + result.pvalue = pval; + result.method = 'spearman'; + result.windowed = false; + else + % Sliding window mode + stepSamples = round(opts.WindowStep * fs); + if stepSamples <= 0 + stepSamples = max(1, round(winSamples / 2)); + end + + T = length(x); + starts = 1:stepSamples:(T - winSamples + 1); + nWin = length(starts); + + rVals = nan(nWin, 1); + pVals = nan(nWin, 1); + winTimes = nan(nWin, 1); + + for w = 1:nWin + idx = starts(w):(starts(w) + winSamples - 1); + xw = x(idx); + yw = y(idx); + valid = ~isnan(xw) & ~isnan(yw); + if sum(valid) >= 3 + [rVals(w), pVals(w)] = corr(xw(valid), yw(valid), 'Type', 'Spearman'); + end + winTimes(w) = (starts(w) + winSamples/2 - 1) / fs; + end + + result.value = rVals; + result.pvalue = pVals; + result.method = 'spearman'; + result.windowed = true; + result.windowTimes = winTimes; + end +end diff --git a/+exploreFNIRS/+coupling/wcoherence.m b/+exploreFNIRS/+coupling/wcoherence.m new file mode 100644 index 00000000..68e54ca6 --- /dev/null +++ b/+exploreFNIRS/+coupling/wcoherence.m @@ -0,0 +1,143 @@ +function result = wcoherence(x, y, fs, varargin) +% WCOHERENCE Wavelet coherence (WCT) between two time series +% +% Computes wavelet coherence using the continuous wavelet transform, +% providing time-frequency resolved coupling between two signals. +% Returns mean coherence in a frequency band as the scalar coupling +% value, plus the full time-frequency coherence matrix for visualization. +% +% Syntax: +% result = exploreFNIRS.coupling.wcoherence(x, y, fs) +% result = exploreFNIRS.coupling.wcoherence(x, y, fs, 'FreqRange', [0.01 0.1]) +% result = exploreFNIRS.coupling.wcoherence(x, y, fs, 'PhaseOutput', true) +% +% Inputs: +% x - [T x 1] First time series (column vector) +% y - [T x 1] Second time series (column vector) +% fs - Sampling frequency (Hz), positive scalar +% +% Name-Value Parameters: +% FreqRange - [fLow fHigh] frequency band in Hz (default: [0.01, fs/2]) +% Typical fNIRS: [0.01, 0.1] for hemodynamic +% VoicesPerOctave - Frequency resolution (default: 10, range 1-48) +% ApplyCOI - Exclude cone-of-influence region from scalar value +% (default: true) +% PhaseOutput - Return phase angles from cross-spectrum (default: false) +% +% Outputs: +% result - Struct with fields: +% .value - Mean WCT magnitude in FreqRange (scalar, COI-masked if enabled) +% .pvalue - NaN (use permutation test for significance) +% .method - 'wcoherence' +% .windowed - false +% .wcoh - [F x T] wavelet coherence matrix (0 to 1) +% .freqs - [F x 1] frequency vector (Hz) +% .times - [T x 1] time vector (seconds) +% .coi - [T x 1] cone of influence boundary (Hz) +% .freqRange - [fLow fHigh] band used for scalar value +% .phase - [F x T] phase angles in radians (if PhaseOutput=true) +% +% Notes: +% Requires MATLAB Wavelet Toolbox. Uses str2func('wcoherence') to avoid +% shadowing the builtin function. +% +% The cone of influence marks the region where edge effects are +% significant. By default, these regions are excluded from the scalar +% .value computation. +% +% References: +% Grinsted, A., Moore, J.C. & Jevrejeva, S. (2004). Application of the +% cross wavelet transform and wavelet coherence to geophysical time +% series. Nonlinear Processes in Geophysics, 11, 561-566. +% +% See also: exploreFNIRS.coupling.coherence, exploreFNIRS.coupling.pearson, +% exploreFNIRS.coupling.plotWcoherence + + p = inputParser; + addRequired(p, 'x', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'y', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'fs', @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(p, 'FreqRange', [], @(v) isempty(v) || (isnumeric(v) && numel(v) == 2)); + addParameter(p, 'VoicesPerOctave', 10, @(v) isnumeric(v) && isscalar(v) && v >= 1 && v <= 48); + addParameter(p, 'ApplyCOI', true, @islogical); + addParameter(p, 'PhaseOutput', false, @islogical); + parse(p, x, y, fs, varargin{:}); + opts = p.Results; + + x = x(:); + y = y(:); + if length(x) ~= length(y) + error('exploreFNIRS:coupling:wcoherence', 'x and y must have equal length'); + end + + T = length(x); + + % Default frequency range + if isempty(opts.FreqRange) + freqRange = [0.01, fs / 2]; + else + freqRange = opts.FreqRange; + end + fLow = max(freqRange(1), 1 / (T / fs)); + fHigh = min(freqRange(2), fs / 2); + + % NaN handling: linear interpolation + x = fillNaN(x); + y = fillNaN(y); + + % Call MATLAB's wcoherence via str2func to avoid shadowing + wcoherenceFn = str2func('wcoherence'); + [wcoh, wcs, freqs, coi] = wcoherenceFn(x, y, fs, ... + 'VoicesPerOctave', opts.VoicesPerOctave); + + % Build time vector + times = (0:T-1)' / fs; + + % Ensure coi is a row vector for broadcasting + coi = coi(:)'; + + % Frequency band mask + freqMask = freqs >= fLow & freqs <= fHigh; + + % Build validity mask: freq in range AND inside cone of influence + % COI convention: freqs < coi(t) are edge-affected (outside cone) + if opts.ApplyCOI + coiMask = bsxfun(@ge, freqs(:), coi); % freqs >= coi(t) → valid + else + coiMask = true(size(wcoh)); + end + + validMask = bsxfun(@and, freqMask(:), true(1, T)) & coiMask; + + % Scalar value: mean coherence in valid region + if any(validMask(:)) + result.value = mean(wcoh(validMask), 'omitnan'); + else + result.value = NaN; + end + + % No analytic p-value for WCT + result.pvalue = NaN; + result.method = 'wcoherence'; + result.windowed = false; + result.wcoh = wcoh; + result.freqs = freqs; + result.times = times; + result.coi = coi(:); + result.freqRange = [fLow, fHigh]; + + if opts.PhaseOutput + result.phase = angle(wcs); + end + +end + + +function v = fillNaN(v) +% Linear interpolation of NaN values + nanIdx = isnan(v); + if ~any(nanIdx), return; end + if all(nanIdx), v(:) = 0; return; end + t = (1:length(v))'; + v(nanIdx) = interp1(t(~nanIdx), v(~nanIdx), t(nanIdx), 'linear', 'extrap'); +end diff --git a/+exploreFNIRS/+coupling/xcorr.m b/+exploreFNIRS/+coupling/xcorr.m new file mode 100644 index 00000000..70bc512c --- /dev/null +++ b/+exploreFNIRS/+coupling/xcorr.m @@ -0,0 +1,138 @@ +function result = xcorr(x, y, fs, varargin) +% XCORR Lagged cross-correlation between two time series +% +% Computes cross-correlation using MATLAB's xcorr, returning the peak +% correlation value and its lag. Optionally constrains the maximum lag. +% +% Syntax: +% result = exploreFNIRS.coupling.xcorr(x, y, fs) +% result = exploreFNIRS.coupling.xcorr(x, y, fs, 'MaxLag', 5) +% +% Inputs: +% x - [T x 1] time series +% y - [T x 1] time series +% fs - Sampling frequency (Hz) +% +% Name-Value Parameters: +% MaxLag - Maximum lag in seconds (default: length(x)/fs/4) +% Normalize - Normalization mode: 'coeff' (default), 'none', 'biased', 'unbiased' +% WindowSize - Sliding window duration in seconds (default: 0, full signal) +% WindowStep - Step size in seconds (default: WindowSize/2, 50% overlap) +% +% Outputs: +% result - Struct with fields: +% .value - Peak cross-correlation value +% .pvalue - Approximate p-value (based on Fisher z-transform) +% .lag - Lag in seconds at peak correlation +% .lagSamples - Lag in samples at peak correlation +% .xcorrFull - Full cross-correlation vector +% .lags - Full lag vector in seconds +% .method - 'xcorr' +% .windowed - true if sliding window was used +% +% See also: exploreFNIRS.coupling.pearson, exploreFNIRS.coupling.coherence + + p = inputParser; + addRequired(p, 'x', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'y', @(v) isnumeric(v) && isvector(v)); + addRequired(p, 'fs', @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(p, 'MaxLag', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + addParameter(p, 'Normalize', 'coeff', @ischar); + addParameter(p, 'WindowSize', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + addParameter(p, 'WindowStep', 0, @(v) isnumeric(v) && isscalar(v) && v >= 0); + parse(p, x, y, fs, varargin{:}); + opts = p.Results; + + x = x(:); + y = y(:); + if length(x) ~= length(y) + error('exploreFNIRS:coupling:xcorr', 'x and y must have equal length'); + end + + % Remove NaN by interpolation for xcorr (requires continuous signal) + x = fillNaN(x); + y = fillNaN(y); + + T = length(x); + maxLagSec = opts.MaxLag; + if maxLagSec <= 0 + maxLagSec = T / fs / 4; + end + maxLagSamp = round(maxLagSec * fs); + + winSamples = round(opts.WindowSize * fs); + + if winSamples <= 0 || winSamples >= T + % Full-signal mode + result = computeXcorr(x, y, fs, maxLagSamp, opts.Normalize); + result.windowed = false; + else + % Sliding window mode + stepSamples = round(opts.WindowStep * fs); + if stepSamples <= 0 + stepSamples = max(1, round(winSamples / 2)); + end + + starts = 1:stepSamples:(T - winSamples + 1); + nWin = length(starts); + + rVals = nan(nWin, 1); + pVals = nan(nWin, 1); + lagVals = nan(nWin, 1); + winTimes = nan(nWin, 1); + + for w = 1:nWin + idx = starts(w):(starts(w) + winSamples - 1); + res = computeXcorr(x(idx), y(idx), fs, ... + min(maxLagSamp, floor(winSamples/2)), opts.Normalize); + rVals(w) = res.value; + pVals(w) = res.pvalue; + lagVals(w) = res.lag; + winTimes(w) = (starts(w) + winSamples/2 - 1) / fs; + end + + result.value = rVals; + result.pvalue = pVals; + result.lag = lagVals; + result.method = 'xcorr'; + result.windowed = true; + result.windowTimes = winTimes; + end +end + + +function res = computeXcorr(x, y, fs, maxLagSamp, normMode) +% Compute cross-correlation for a single segment + % Use function handle to avoid shadowing by our package function name + xcorrFn = str2func('xcorr'); + [c, lags] = xcorrFn(x - mean(x), y - mean(y), maxLagSamp, normMode); + + [peakVal, peakIdx] = max(abs(c)); + peakLagSamp = lags(peakIdx); + + % Preserve sign at peak + peakVal = c(peakIdx); + + % Approximate p-value using Fisher z-transform + n = length(x); + z = atanh(peakVal) * sqrt(n - 3); + pval = 2 * (1 - normcdf(abs(z))); + + res.value = peakVal; + res.pvalue = pval; + res.lag = peakLagSamp / fs; + res.lagSamples = peakLagSamp; + res.xcorrFull = c; + res.lags = lags / fs; + res.method = 'xcorr'; +end + + +function v = fillNaN(v) +% Linear interpolation of NaN values + nanIdx = isnan(v); + if ~any(nanIdx), return; end + if all(nanIdx), v(:) = 0; return; end + t = (1:length(v))'; + v(nanIdx) = interp1(t(~nanIdx), v(~nanIdx), t(nanIdx), 'linear', 'extrap'); +end diff --git a/+exploreFNIRS/+dataset/buildSegmentInfoTable.m b/+exploreFNIRS/+dataset/buildSegmentInfoTable.m index 0b7aca1d..d1432e4e 100644 --- a/+exploreFNIRS/+dataset/buildSegmentInfoTable.m +++ b/+exploreFNIRS/+dataset/buildSegmentInfoTable.m @@ -1,6 +1,31 @@ function outTable=buildSegmentInfoTable(FNIRS_array) - -% standardizes all rows and types for provdied array +% BUILDSEGMENTINFOTABLE Build a summary table from an array of fNIRS data structs +% +% Iterates over a cell array of processed fNIRS structs and extracts the +% .info fields from each into a standardized MATLAB table. Handles type +% mismatches and missing fields across segments by filling with NaN, +% empty strings, or NaT as appropriate. +% +% Syntax: +% outTable = exploreFNIRS.dataset.buildSegmentInfoTable(FNIRS_array) +% +% Inputs: +% FNIRS_array - Cell array of fNIRS data structs, each containing an +% .info sub-struct with metadata fields (e.g., subject ID, +% condition, age). Scalar numeric, string, char, logical, +% categorical, and single-cell table values are extracted. +% +% Outputs: +% outTable - MATLAB table with one row per segment and columns for each +% unique .info field found across all segments. Missing values +% are filled with type-appropriate defaults. +% +% Example: +% data = {seg1, seg2, seg3}; % cell array of fNIRS structs +% infoTable = exploreFNIRS.dataset.buildSegmentInfoTable(data); +% disp(infoTable); +% +% See also: exploreFNIRS.dataset.standardizeROIs, exploreFNIRS warning off MATLAB:table:RowsAddedExistingVars diff --git a/+exploreFNIRS/+dataset/standardizeROIs.m b/+exploreFNIRS/+dataset/standardizeROIs.m index f1b3d952..8c5d6218 100644 --- a/+exploreFNIRS/+dataset/standardizeROIs.m +++ b/+exploreFNIRS/+dataset/standardizeROIs.m @@ -1,4 +1,32 @@ function [uROI,uROInames,ExFNIRS_data]=standardizeROIs(ExFNIRS_data) +% STANDARDIZEROIS Unify ROI definitions across multi-device fNIRS datasets +% +% Scans all fNIRS data segments for ROI definitions and creates a +% standardized, device-qualified ROI table. ROI names are made unique per +% device by appending '$deviceName'. All segments are then updated with +% the unified ROI table so that cross-device group analysis can use +% consistent ROI indices. +% +% Syntax: +% [uROI, uROInames, ExFNIRS_data] = exploreFNIRS.dataset.standardizeROIs(ExFNIRS_data) +% +% Inputs: +% ExFNIRS_data - Cell array of fNIRS data structs, each optionally +% containing an ROI.info table with ROI definitions +% +% Outputs: +% uROI - Table of unique ROIs with device-qualified row names, +% an 'index' column for cross-device matching, and a +% 'DeviceCfg' column identifying the source device +% uROInames - Cell array of unique ROI names (without device qualifier) +% ExFNIRS_data - Input data with ROI.info fields overwritten to use the +% standardized, sorted ROI table +% +% Example: +% [uROI, names, data] = exploreFNIRS.dataset.standardizeROIs(data); +% disp(uROI); +% +% See also: exploreFNIRS.dataset.buildSegmentInfoTable, exploreFNIRS fprintf('Scanning ROI fields...\n'); % searches for all unique ROI per device, one name allowed per d diff --git a/+exploreFNIRS/+export/connectivityToTable.m b/+exploreFNIRS/+export/connectivityToTable.m new file mode 100644 index 00000000..78cb034f --- /dev/null +++ b/+exploreFNIRS/+export/connectivityToTable.m @@ -0,0 +1,239 @@ +function T = connectivityToTable(result, varargin) +% CONNECTIVITYTOTABLE Export coupling results as long-format table +% +% Converts connectivity or hyperscanning results into a long-format table +% suitable for export to CSV or use with R/lme4 statistical workflows. +% +% Syntax: +% T = exploreFNIRS.export.connectivityToTable(result) +% T = exploreFNIRS.export.connectivityToTable(result, 'IncludeDyads', true) +% +% Inputs: +% result - One of: +% - Connectivity result from computeMatrix (single subject) +% - Group connectivity result from Experiment.connectivity() +% - Hyperscanning result from Experiment.hyperscanning() or computeGroup +% +% Name-Value Parameters: +% IncludeDyads - Include individual dyad-level rows (default: false) +% IncludeGroup - Include group summary rows (default: true) +% +% Outputs: +% T - Table with columns (varies by input type): +% Common: Method, Biomarker, ChannelA, ChannelB, Coupling, PValue +% Hyperscanning: SubjectA, SubjectB, DyadID +% Group: GroupLabel, Mean, SD, SEM, N +% +% Example: +% result = ex.hyperscanning('Method', 'pearson', 'Biomarker', 'HbO'); +% T = exploreFNIRS.export.connectivityToTable(result, 'IncludeDyads', true); +% writetable(T, 'hyperscanning_results.csv'); +% +% See also: exploreFNIRS.connectivity.computeMatrix, +% exploreFNIRS.hyperscanning.computeGroup + + ip = inputParser; + addRequired(ip, 'result', @isstruct); + addParameter(ip, 'IncludeDyads', false, @islogical); + addParameter(ip, 'IncludeGroup', true, @islogical); + parse(ip, result, varargin{:}); + opts = ip.Results; + + T = table(); + + if isfield(result, 'dyads') && isfield(result, 'dyadIDs') + % Hyperscanning group result + T = exportHyperscanning(result, opts); + elseif isfield(result, 'matrix') && isfield(result, 'pmatrix') + % Single connectivity matrix + T = exportConnectivityMatrix(result); + elseif isfield(result, 'Mean') && isfield(result, 'matrices') + % Group connectivity result (from Experiment.connectivity) + T = exportGroupConnectivity(result, opts); + else + error('exploreFNIRS:export:connectivityToTable', ... + 'Unrecognized result format'); + end +end + + +function T = exportHyperscanning(result, opts) +% Export hyperscanning group result + rows = {}; + method = result.method; + bioM = result.biomarker; + channels = result.channels; + + % Group summary + if opts.IncludeGroup + if strcmpi(result.pairing, 'same') + for c = 1:length(channels) + row.Method = {method}; + row.Biomarker = {bioM}; + row.ChannelA = channels(c); + row.ChannelB = channels(c); + row.Level = {'Group'}; + row.DyadID = {''}; + row.SubjectA = {''}; + row.SubjectB = {''}; + row.Coupling = result.Mean(c); + row.PValue = result.pvalue(c); + row.SD = result.SD(c); + row.SEM = result.SEM(c); + row.N = result.N(c); + rows{end+1} = struct2table(row); %#ok + end + else + % 'all' pairing - Ca x Cb matrix + [nA, nB] = size(result.Mean); + chA = result.channels; + chB = result.channels; + if isfield(result, 'dyads') && ~isempty(result.dyads) + if isfield(result.dyads{1}, 'channelsB') + chB = result.dyads{1}.channelsB; + end + end + for a = 1:nA + for b = 1:nB + row.Method = {method}; + row.Biomarker = {bioM}; + row.ChannelA = chA(min(a, length(chA))); + row.ChannelB = chB(min(b, length(chB))); + row.Level = {'Group'}; + row.DyadID = {''}; + row.SubjectA = {''}; + row.SubjectB = {''}; + row.Coupling = result.Mean(a, b); + row.PValue = result.pvalue(a, b); + row.SD = result.SD(a, b); + row.SEM = result.SEM(a, b); + row.N = result.N(a, b); + rows{end+1} = struct2table(row); %#ok + end + end + end + end + + % Individual dyads + if opts.IncludeDyads && isfield(result, 'dyads') + for d = 1:length(result.dyads) + dRes = result.dyads{d}; + dyadID = result.dyadIDs{d}; + + % Get subject IDs from pairs if available + subjA = ''; + subjB = ''; + if isfield(result, 'pairs') && d <= length(result.pairs) + if ~isempty(result.pairs(d).subjectIDs) + subjA = result.pairs(d).subjectIDs{1}; + if length(result.pairs(d).subjectIDs) >= 2 + subjB = result.pairs(d).subjectIDs{2}; + end + end + end + + if strcmpi(dRes.pairing, 'same') + for c = 1:length(dRes.channelsA) + row.Method = {method}; + row.Biomarker = {bioM}; + row.ChannelA = dRes.channelsA(c); + row.ChannelB = dRes.channelsB(c); + row.Level = {'Dyad'}; + row.DyadID = {dyadID}; + row.SubjectA = {subjA}; + row.SubjectB = {subjB}; + row.Coupling = dRes.values(c); + row.PValue = dRes.pvalues(c); + row.SD = NaN; + row.SEM = NaN; + row.N = 1; + rows{end+1} = struct2table(row); %#ok + end + else + for a = 1:length(dRes.channelsA) + for b = 1:length(dRes.channelsB) + row.Method = {method}; + row.Biomarker = {bioM}; + row.ChannelA = dRes.channelsA(a); + row.ChannelB = dRes.channelsB(b); + row.Level = {'Dyad'}; + row.DyadID = {dyadID}; + row.SubjectA = {subjA}; + row.SubjectB = {subjB}; + row.Coupling = dRes.values(a, b); + row.PValue = dRes.pvalues(a, b); + row.SD = NaN; + row.SEM = NaN; + row.N = 1; + rows{end+1} = struct2table(row); %#ok + end + end + end + end + end + + if ~isempty(rows) + T = vertcat(rows{:}); + end +end + + +function T = exportConnectivityMatrix(result) +% Export single connectivity matrix + channels = result.channels; + nCh = length(channels); + rows = {}; + + for i = 1:nCh + for j = (i+1):nCh + row.Method = {result.method}; + row.Biomarker = {result.biomarker}; + row.ChannelA = channels(i); + row.ChannelB = channels(j); + row.Coupling = result.matrix(i, j); + row.PValue = result.pmatrix(i, j); + rows{end+1} = struct2table(row); %#ok + end + end + + if ~isempty(rows) + T = vertcat(rows{:}); + else + T = table(); + end +end + + +function T = exportGroupConnectivity(result, opts) +% Export group connectivity results + rows = {}; + + for g = 1:length(result) + grp = result(g); + channels = grp.channels; + nCh = length(channels); + + if opts.IncludeGroup + for i = 1:nCh + for j = (i+1):nCh + row.GroupLabel = {grp.label}; + row.Method = {grp.method}; + row.Biomarker = {grp.biomarker}; + row.ChannelA = channels(i); + row.ChannelB = channels(j); + row.Mean = grp.Mean(i, j); + row.SD = grp.SD(i, j); + row.SEM = grp.SEM(i, j); + row.N = grp.N; + rows{end+1} = struct2table(row); %#ok + end + end + end + end + + if ~isempty(rows) + T = vertcat(rows{:}); + else + T = table(); + end +end diff --git a/+exploreFNIRS/+helper/getColormap.m b/+exploreFNIRS/+helper/getColormap.m index e1b37cf5..77b7c84b 100644 --- a/+exploreFNIRS/+helper/getColormap.m +++ b/+exploreFNIRS/+helper/getColormap.m @@ -1,7 +1,31 @@ function [colormapOut] = getColormap(colormapString) -%GETCOLORMAP given an input string, returns a string to the appropriate -% allows extensible plotting for colormaps -% ex: 'lines' will +% GETCOLORMAP Return a colormap function handle from a name string +% +% Resolves a colormap name to a function handle, supporting MATLAB builtin +% colormaps, Brewer colormaps (via brewermap), and matplotlib-style +% colormaps. Falls back to 'lines' if the name is not recognized. +% +% Syntax: +% colormapOut = exploreFNIRS.helper.getColormap(colormapString) +% +% Inputs: +% colormapString - Name of the colormap (char or string) +% MATLAB builtins: 'parula', 'jet', 'hot', 'cool', etc. +% Brewer: 'Set1', 'Paired', 'RdBu', 'Spectral', etc. +% Matplotlib: 'viridis', 'plasma', 'inferno', 'tab10', etc. +% +% Outputs: +% colormapOut - Function handle that accepts N (number of colors) +% and returns an [N x 3] RGB colormap matrix. +% +% Example: +% cmap = exploreFNIRS.helper.getColormap('viridis'); +% colors = cmap(10); % Get 10 colors +% +% cmap = exploreFNIRS.helper.getColormap('Set1'); +% colormap(cmap(8)); +% +% See also: exploreFNIRS.helper.listColormaps, colormap matlabBuiltin={'parula','turbo','hsv','hot','cool','spring','summer','autumn','winter','gray','bone','copper','pink','jet','lines','colorcube','prism','flag','white'}; if(contains(colormapString,matlabBuiltin)) diff --git a/+exploreFNIRS/+helper/listColormaps.m b/+exploreFNIRS/+helper/listColormaps.m index f51a863c..381bf2c2 100644 --- a/+exploreFNIRS/+helper/listColormaps.m +++ b/+exploreFNIRS/+helper/listColormaps.m @@ -1,8 +1,31 @@ function [colormapNames] = listColormaps(colormapType) +% LISTCOLORMAPS Return colormap names filtered by type +% +% Returns a cell array of colormap names from MATLAB built-in, Brewer, +% and Matplotlib families, filtered by perceptual category. +% +% Syntax: +% colormapNames = exploreFNIRS.helper.listColormaps() +% colormapNames = exploreFNIRS.helper.listColormaps(colormapType) +% +% Inputs: +% colormapType - (optional) Category filter string (default: 'qualitative') +% 'qualitative' - Distinct-color maps for categorical data +% 'sequential' - Single-hue gradient maps +% 'diverging' - Two-hue maps centered on a midpoint +% 'all' - All available colormaps +% +% Outputs: +% colormapNames - Cell array of colormap name strings +% +% Example: +% names = exploreFNIRS.helper.listColormaps('diverging'); +% colormap(names{1}); +% +% See also: colormap, brewermap if(nargin<1) colormapType='qualitative'; end -%LISTCOLORMAPS Given a colormap type, lists colormaps brewerBuiltin={'BrBG','Accent','BluesPuBuGn','PiYG','Dark2','BuGnPuRd','PRGn','Paired','BuPuPurples','PuOr','Pastel1','GnBuRdPu','RdBu','Pastel2','GreensReds','RdGy','Set1','GreysYlGn','RdYlBu','Set2','OrRdYlGnBu','RdYlGn','Set3','OrangesYlOrBr','Spectral','PuBuYlOrRd'}; matlabBuiltin={'parula','turbo','hsv','hot','cool','spring','summer','autumn','winter','gray','bone','copper','pink','jet','lines','colorcube','prism','flag','white'}; @@ -35,6 +58,6 @@ case 'all' colormapNames=[qualitativeTypes,divergingTypes,sequentialTypes]; otherwise - error('Please specify: qualitative,diverging,sequantial, or all'); + error('Please specify: qualitative, diverging, sequential, or all'); end diff --git a/+exploreFNIRS/+hyperscanning/computeDyad.m b/+exploreFNIRS/+hyperscanning/computeDyad.m new file mode 100644 index 00000000..4561ade8 --- /dev/null +++ b/+exploreFNIRS/+hyperscanning/computeDyad.m @@ -0,0 +1,267 @@ +function result = computeDyad(dataA, dataB, varargin) +% COMPUTEDYAD Cross-brain coupling for one pair of subjects +% +% Computes inter-brain synchrony between two fNIRS datasets by calculating +% coupling between corresponding (or all) channel/ROI pairs across subjects. +% +% Syntax: +% result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB) +% result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, ... +% 'Method', 'pearson', 'ChannelPairing', 'same') +% result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, 'UseROI', true) +% +% Inputs: +% dataA - Processed fNIRS struct for subject A +% dataB - Processed fNIRS struct for subject B +% +% Name-Value Parameters: +% Method - Coupling method: 'pearson' (default), 'spearman', 'xcorr', +% 'coherence', 'wcoherence' +% Biomarker - 'HbO' (default), 'HbR', 'HbTotal', 'HbDiff', 'CBSI' +% ChannelPairing - How to pair channels/ROIs across subjects: +% 'same' (default) - same index (Ca=Cb) +% 'all' - all Ca x Cb combinations (full cross-brain matrix) +% Channels - Channel/ROI indices to use (default: intersection of good channels or all ROIs) +% TimeWindow - [start, end] in seconds (default: full overlap) +% CouplingArgs - Extra args passed to coupling function (default: {}) +% UseROI - Use ROI-level data instead of channels (default: false) +% +% Outputs: +% result - Struct with fields: +% .values - [N x 1] coupling values for 'same', [Na x Nb] for 'all' +% .pvalues - Same size as .values, p-values +% .channelsA - Channel/ROI indices for subject A +% .channelsB - Channel/ROI indices for subject B +% .labels - Cell array of labels (ROI names when UseROI=true) +% .method - Coupling method used +% .biomarker - Biomarker used +% .pairing - 'same' or 'all' +% .nSamples - Number of time samples used +% .useROI - Whether ROI mode was used +% +% See also: exploreFNIRS.hyperscanning.pairSubjects, exploreFNIRS.hyperscanning.computeGroup + + p = inputParser; + addRequired(p, 'dataA', @isstruct); + addRequired(p, 'dataB', @isstruct); + addParameter(p, 'Method', 'pearson', @ischar); + addParameter(p, 'Biomarker', 'HbO', @ischar); + addParameter(p, 'ChannelPairing', 'same', @ischar); + addParameter(p, 'Channels', [], @isnumeric); + addParameter(p, 'TimeWindow', [], @(v) isnumeric(v) && (isempty(v) || length(v) == 2)); + addParameter(p, 'CouplingArgs', {}, @iscell); + addParameter(p, 'UseROI', false, @islogical); + parse(p, dataA, dataB, varargin{:}); + opts = p.Results; + + bioM = opts.Biomarker; + + if opts.UseROI + % ROI mode + if ~isfield(dataA, 'ROI') || ~isfield(dataA.ROI, bioM) + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'ROI data not found in subject A. Run defineROI + buildROI first.'); + end + if ~isfield(dataB, 'ROI') || ~isfield(dataB.ROI, bioM) + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'ROI data not found in subject B. Run defineROI + buildROI first.'); + end + sigA = dataA.ROI.(bioM); + sigB = dataB.ROI.(bioM); + else + % Channel mode + if ~isfield(dataA, bioM) || ~isfield(dataB, bioM) + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'Biomarker "%s" not found in one or both subjects', bioM); + end + sigA = dataA.(bioM); + sigB = dataB.(bioM); + end + + % Determine channels/ROIs + if ~isempty(opts.Channels) + channelsA = opts.Channels; + channelsB = opts.Channels; + elseif opts.UseROI + % Use all ROIs + channelsA = 1:size(sigA, 2); + channelsB = 1:size(sigB, 2); + if strcmpi(opts.ChannelPairing, 'same') + nCommon = min(length(channelsA), length(channelsB)); + channelsA = 1:nCommon; + channelsB = 1:nCommon; + end + else + % Intersection of good channels + if isfield(dataA, 'fchMask') + goodA = find(dataA.fchMask); + else + goodA = 1:size(sigA, 2); + end + if isfield(dataB, 'fchMask') + goodB = find(dataB.fchMask); + else + goodB = 1:size(sigB, 2); + end + channelsA = intersect(goodA, 1:size(sigA, 2)); + channelsB = intersect(goodB, 1:size(sigB, 2)); + + if strcmpi(opts.ChannelPairing, 'same') + common = intersect(channelsA, channelsB); + channelsA = common; + channelsB = common; + end + end + + % Time alignment: use overlapping time range + timeA = dataA.time(:); + timeB = dataB.time(:); + fsA = dataA.fs; + fsB = dataB.fs; + + if abs(fsA - fsB) > 0.01 + warning('exploreFNIRS:hyperscanning:computeDyad', ... + 'Sampling rates differ (%.2f vs %.2f Hz). Results may be unreliable.', fsA, fsB); + end + fs = fsA; + + % Find overlapping time range + tStart = max(timeA(1), timeB(1)); + tEnd = min(timeA(end), timeB(end)); + + if ~isempty(opts.TimeWindow) + tStart = max(tStart, opts.TimeWindow(1)); + tEnd = min(tEnd, opts.TimeWindow(2)); + end + + maskA = timeA >= tStart & timeA <= tEnd; + maskB = timeB >= tStart & timeB <= tEnd; + + sigA = sigA(maskA, :); + sigB = sigB(maskB, :); + + % Ensure equal length (trim to shorter) + nSamples = min(size(sigA, 1), size(sigB, 1)); + sigA = sigA(1:nSamples, :); + sigB = sigB(1:nSamples, :); + + if nSamples < 10 + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'Insufficient overlapping samples (%d) for coupling analysis', nSamples); + end + + % Get coupling function + couplingFn = getCouplingFn(opts.Method); + + % Compute coupling based on pairing mode + switch lower(opts.ChannelPairing) + case 'same' + nCh = length(channelsA); + values = nan(nCh, 1); + pvalues = nan(nCh, 1); + + for c = 1:nCh + xa = sigA(:, channelsA(c)); + xb = sigB(:, channelsB(c)); + + if all(isnan(xa)) || all(isnan(xb)) + continue; + end + + res = couplingFn(xa, xb, fs, opts.CouplingArgs{:}); + val = res.value; + pval = res.pvalue; + if res.windowed + val = mean(val, 'omitnan'); + pval = mean(pval, 'omitnan'); + end + values(c) = val; + pvalues(c) = pval; + end + + case 'all' + nA = length(channelsA); + nB = length(channelsB); + values = nan(nA, nB); + pvalues = nan(nA, nB); + + for a = 1:nA + for b = 1:nB + xa = sigA(:, channelsA(a)); + xb = sigB(:, channelsB(b)); + + if all(isnan(xa)) || all(isnan(xb)) + continue; + end + + res = couplingFn(xa, xb, fs, opts.CouplingArgs{:}); + val = res.value; + pval = res.pvalue; + if res.windowed + val = mean(val, 'omitnan'); + pval = mean(pval, 'omitnan'); + end + values(a, b) = val; + pvalues(a, b) = pval; + end + end + + otherwise + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'Unknown ChannelPairing "%s". Use: same, all', opts.ChannelPairing); + end + + result.values = values; + result.pvalues = pvalues; + result.channelsA = channelsA; + result.channelsB = channelsB; + result.method = opts.Method; + result.biomarker = bioM; + result.pairing = lower(opts.ChannelPairing); + result.nSamples = nSamples; + result.useROI = opts.UseROI; + + % Build labels + if opts.UseROI + roiNamesA = {}; + roiNamesB = {}; + if isfield(dataA, 'ROI') && isfield(dataA.ROI, 'info') && istable(dataA.ROI.info) + roiNamesA = dataA.ROI.info.Properties.RowNames; + end + if isfield(dataB, 'ROI') && isfield(dataB.ROI, 'info') && istable(dataB.ROI.info) + roiNamesB = dataB.ROI.info.Properties.RowNames; + end + if ~isempty(roiNamesA) && max(channelsA) <= length(roiNamesA) + result.labelsA = roiNamesA(channelsA); + else + result.labelsA = arrayfun(@(c) sprintf('ROI%d', c), channelsA, 'UniformOutput', false); + end + if ~isempty(roiNamesB) && max(channelsB) <= length(roiNamesB) + result.labelsB = roiNamesB(channelsB); + else + result.labelsB = arrayfun(@(c) sprintf('ROI%d', c), channelsB, 'UniformOutput', false); + end + else + result.labelsA = arrayfun(@(c) sprintf('Ch%d', c), channelsA, 'UniformOutput', false); + result.labelsB = arrayfun(@(c) sprintf('Ch%d', c), channelsB, 'UniformOutput', false); + end +end + + +function fn = getCouplingFn(method) + switch lower(method) + case 'pearson' + fn = @exploreFNIRS.coupling.pearson; + case 'spearman' + fn = @exploreFNIRS.coupling.spearman; + case 'xcorr' + fn = @exploreFNIRS.coupling.xcorr; + case 'coherence' + fn = @exploreFNIRS.coupling.coherence; + case 'wcoherence' + fn = @exploreFNIRS.coupling.wcoherence; + otherwise + error('exploreFNIRS:hyperscanning:computeDyad', ... + 'Unknown coupling method "%s".', method); + end +end diff --git a/+exploreFNIRS/+hyperscanning/computeGroup.m b/+exploreFNIRS/+hyperscanning/computeGroup.m new file mode 100644 index 00000000..495d1cce --- /dev/null +++ b/+exploreFNIRS/+hyperscanning/computeGroup.m @@ -0,0 +1,128 @@ +function result = computeGroup(data, pairs, varargin) +% COMPUTEGROUP Aggregate inter-brain coupling across all dyads +% +% Iterates over paired subjects from pairSubjects, computes dyad-level +% coupling for each pair, and aggregates into group-level statistics +% (Mean, SD, SEM, N) with one-sample t-tests against zero. +% +% Syntax: +% result = exploreFNIRS.hyperscanning.computeGroup(data, pairs) +% result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... +% 'Method', 'pearson', 'Biomarker', 'HbO') +% +% Inputs: +% data - Cell array of processed fNIRS structs +% pairs - Struct array from pairSubjects (with .indices, .dyadID, etc.) +% +% Name-Value Parameters: +% All parameters from computeDyad are supported (Method, Biomarker, +% ChannelPairing, Channels, TimeWindow, CouplingArgs). +% +% Outputs: +% result - Struct with fields: +% .Mean - Mean coupling across dyads (same shape as dyad values) +% .SD - Standard deviation +% .SEM - Standard error of the mean +% .N - Number of valid dyads per element +% .tstat - One-sample t-statistic (vs 0) +% .pvalue - P-value from one-sample t-test +% .dyads - Cell array of individual dyad results +% .dyadIDs - Cell array of dyad ID strings +% .method - Coupling method used +% .biomarker - Biomarker used +% .pairing - Channel pairing mode +% .channels - Channels used +% +% Example: +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data); +% result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... +% 'Method', 'pearson', 'Biomarker', 'HbO'); +% fprintf('Mean coupling: %.3f (p = %.4f)\n', ... +% mean(result.Mean, 'omitnan'), mean(result.pvalue, 'omitnan')); +% +% See also: exploreFNIRS.hyperscanning.pairSubjects, exploreFNIRS.hyperscanning.computeDyad + + % Pass through all name-value params to computeDyad + dyadArgs = varargin; + + nPairs = length(pairs); + if nPairs == 0 + error('exploreFNIRS:hyperscanning:computeGroup', 'No pairs provided'); + end + + % Compute each dyad + dyadResults = cell(nPairs, 1); + dyadIDs = cell(nPairs, 1); + validDyads = true(nPairs, 1); + + fprintf('Computing %d dyads...\n', nPairs); + for d = 1:nPairs + idx = pairs(d).indices; + dyadIDs{d} = pairs(d).dyadID; + + try + dyadResults{d} = exploreFNIRS.hyperscanning.computeDyad( ... + data{idx(1)}, data{idx(2)}, dyadArgs{:}); + fprintf(' [%d/%d] %s: mean r = %.3f\n', d, nPairs, dyadIDs{d}, ... + mean(dyadResults{d}.values(:), 'omitnan')); + catch ME + warning('exploreFNIRS:hyperscanning:computeGroup', ... + 'Dyad "%s" failed: %s', dyadIDs{d}, ME.message); + validDyads(d) = false; + end + end + + dyadResults = dyadResults(validDyads); + dyadIDs = dyadIDs(validDyads); + nValid = sum(validDyads); + + if nValid == 0 + error('exploreFNIRS:hyperscanning:computeGroup', 'All dyads failed'); + end + + % Stack dyad values into 3D array for aggregation + refSize = size(dyadResults{1}.values); + allValues = nan([refSize, nValid]); + + for d = 1:nValid + dVals = dyadResults{d}.values; + % Handle size mismatch by trimming to common size + sz = min(size(dVals), refSize); + if length(sz) == 1 + allValues(1:sz(1), d) = dVals(1:sz(1)); + else + allValues(1:sz(1), 1:sz(2), d) = dVals(1:sz(1), 1:sz(2)); + end + end + + % Aggregate + dim = length(refSize) + 1; % last dimension = dyads + meanVals = mean(allValues, dim, 'omitnan'); + sdVals = std(allValues, 0, dim, 'omitnan'); + nVals = sum(~isnan(allValues), dim); + semVals = sdVals ./ sqrt(max(nVals, 1)); + + % One-sample t-test against zero + tstat = meanVals ./ semVals; + df = max(nVals - 1, 1); + % Two-tailed p-value from t-distribution + pvalue = 2 * (1 - tcdf(abs(tstat), df)); + % Handle edge cases + pvalue(nVals < 2) = NaN; + + result.Mean = squeeze(meanVals); + result.SD = squeeze(sdVals); + result.SEM = squeeze(semVals); + result.N = squeeze(nVals); + result.tstat = squeeze(tstat); + result.pvalue = squeeze(pvalue); + result.dyads = dyadResults; + result.dyadIDs = dyadIDs; + result.method = dyadResults{1}.method; + result.biomarker = dyadResults{1}.biomarker; + result.pairing = dyadResults{1}.pairing; + result.channels = dyadResults{1}.channelsA; + + fprintf('Group result: %d valid dyads, mean coupling = %.3f\n', ... + nValid, mean(result.Mean(:), 'omitnan')); +end diff --git a/+exploreFNIRS/+hyperscanning/pairSubjects.m b/+exploreFNIRS/+hyperscanning/pairSubjects.m new file mode 100644 index 00000000..58c59f59 --- /dev/null +++ b/+exploreFNIRS/+hyperscanning/pairSubjects.m @@ -0,0 +1,166 @@ +function pairs = pairSubjects(data, varargin) +% PAIRSUBJECTS Match subjects into dyads or groups from .info metadata +% +% Reads .info.DyadID and .info.Role from each fNIRS struct to create +% matched pairs for hyperscanning analysis. Each dyad must have exactly +% the expected number of members. +% +% Syntax: +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data) +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data, 'ManualPairs', {{1,2},{3,4}}) +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data, 'GroupSize', 3) +% +% Inputs: +% data - Cell array of processed fNIRS structs with .info.DyadID and .info.Role +% +% Name-Value Parameters: +% ManualPairs - Cell array of cell arrays with indices into data (overrides auto-pairing) +% e.g., {{1,2}, {3,4}} pairs data{1} with data{2}, etc. +% GroupSize - Expected members per group (default: 2 for dyads) +% DyadField - Info field for dyad/group ID (default: 'DyadID') +% RoleField - Info field for role label (default: 'Role') +% +% Outputs: +% pairs - Struct array with fields: +% .dyadID - Dyad/group identifier string +% .indices - [1 x GroupSize] indices into data cell array +% .roles - {1 x GroupSize} cell array of role labels +% .subjectIDs - {1 x GroupSize} cell array of subject IDs +% +% Example: +% % Automatic pairing by DyadID +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data); +% fprintf('Found %d dyads\n', length(pairs)); +% +% % Manual pairing +% pairs = exploreFNIRS.hyperscanning.pairSubjects(data, ... +% 'ManualPairs', {{1,2}, {3,4}, {5,6}}); +% +% See also: exploreFNIRS.hyperscanning.computeDyad, exploreFNIRS.hyperscanning.computeGroup + + p = inputParser; + addRequired(p, 'data', @iscell); + addParameter(p, 'ManualPairs', {}, @iscell); + addParameter(p, 'GroupSize', 2, @(v) isnumeric(v) && isscalar(v) && v >= 2); + addParameter(p, 'DyadField', 'DyadID', @ischar); + addParameter(p, 'RoleField', 'Role', @ischar); + parse(p, data, varargin{:}); + opts = p.Results; + + nData = length(data); + + if ~isempty(opts.ManualPairs) + % Manual pairing + pairs = buildManualPairs(data, opts.ManualPairs); + return; + end + + % Auto-pair by DyadID + dyadField = opts.DyadField; + roleField = opts.RoleField; + groupSize = opts.GroupSize; + + % Extract metadata + dyadIDs = cell(nData, 1); + roles = cell(nData, 1); + subjectIDs = cell(nData, 1); + + for i = 1:nData + if ~isfield(data{i}, 'info') + error('exploreFNIRS:hyperscanning:pairSubjects', ... + 'data{%d} has no .info field', i); + end + info = data{i}.info; + + if ~isfield(info, dyadField) + error('exploreFNIRS:hyperscanning:pairSubjects', ... + 'data{%d}.info has no .%s field. Set DyadField or use ManualPairs.', ... + i, dyadField); + end + dyadIDs{i} = char(string(info.(dyadField))); + + if isfield(info, roleField) + roles{i} = char(string(info.(roleField))); + else + roles{i} = sprintf('Member%d', i); + end + + if isfield(info, 'SubjectID') + subjectIDs{i} = char(string(info.SubjectID)); + else + subjectIDs{i} = sprintf('S%d', i); + end + end + + % Group by DyadID + uniqueDyads = unique(dyadIDs, 'stable'); + nDyads = length(uniqueDyads); + pairs = struct([]); + + for d = 1:nDyads + dID = uniqueDyads{d}; + members = find(strcmp(dyadIDs, dID)); + + if length(members) ~= groupSize + warning('exploreFNIRS:hyperscanning:pairSubjects', ... + 'Dyad "%s" has %d members (expected %d). Skipping.', ... + dID, length(members), groupSize); + continue; + end + + idx = length(pairs) + 1; + pairs(idx).dyadID = dID; + pairs(idx).indices = members(:)'; + pairs(idx).roles = roles(members)'; + pairs(idx).subjectIDs = subjectIDs(members)'; + end + + if isempty(pairs) + warning('exploreFNIRS:hyperscanning:pairSubjects', ... + 'No valid dyads found. Check .info.%s values.', dyadField); + pairs = struct('dyadID', {}, 'indices', {}, 'roles', {}, 'subjectIDs', {}); + end + + fprintf('Found %d dyads from %d subjects\n', length(pairs), nData); +end + + +function pairs = buildManualPairs(data, manualPairs) +% Build pairs struct from manual index specification + nPairs = length(manualPairs); + pairs = struct([]); + + for d = 1:nPairs + mp = manualPairs{d}; + if ~iscell(mp) + mp = num2cell(mp); + end + indices = [mp{:}]; + + pairs(d).dyadID = sprintf('Pair%02d', d); + pairs(d).indices = indices; + + roles = cell(1, length(indices)); + subjectIDs = cell(1, length(indices)); + for m = 1:length(indices) + idx = indices(m); + if isfield(data{idx}, 'info') + if isfield(data{idx}.info, 'Role') + roles{m} = char(string(data{idx}.info.Role)); + else + roles{m} = sprintf('Member%d', m); + end + if isfield(data{idx}.info, 'SubjectID') + subjectIDs{m} = char(string(data{idx}.info.SubjectID)); + else + subjectIDs{m} = sprintf('S%d', idx); + end + else + roles{m} = sprintf('Member%d', m); + subjectIDs{m} = sprintf('S%d', idx); + end + end + pairs(d).roles = roles; + pairs(d).subjectIDs = subjectIDs; + end +end diff --git a/+exploreFNIRS/+hyperscanning/permutationTest.m b/+exploreFNIRS/+hyperscanning/permutationTest.m new file mode 100644 index 00000000..41529edd --- /dev/null +++ b/+exploreFNIRS/+hyperscanning/permutationTest.m @@ -0,0 +1,171 @@ +function result = permutationTest(data, pairs, varargin) +% PERMUTATIONTEST Surrogate significance test for hyperscanning coupling +% +% Shuffles dyad pairings (pairing A1 with B2 instead of B1) to build a +% null distribution of coupling values under the hypothesis that +% inter-brain synchrony is spurious. Compares observed coupling against +% the null to derive permutation p-values. Uses FDR correction for +% multi-channel testing. +% +% Syntax: +% result = exploreFNIRS.hyperscanning.permutationTest(data, pairs) +% result = exploreFNIRS.hyperscanning.permutationTest(data, pairs, ... +% 'Permutations', 1000, 'PThreshold', 0.05, 'Method', 'pearson') +% +% Inputs: +% data - Cell array of processed fNIRS structs +% pairs - Struct array from pairSubjects (with .indices) +% +% Name-Value Parameters: +% Permutations - Number of permutations (default: 500) +% PThreshold - Significance threshold for FDR correction (default: 0.05) +% All computeDyad parameters are also supported (Method, Biomarker, +% ChannelPairing, Channels, TimeWindow, CouplingArgs). +% +% Outputs: +% result - Struct with fields: +% .observed - Observed group mean coupling (from real pairings) +% .nullDist - [nPerms x nElements] null distribution +% .nullMean - Mean of null distribution +% .nullSD - SD of null distribution +% .pvalue - Permutation p-values (proportion of null >= observed) +% .pvalueFDR - FDR-corrected p-values +% .significant - Logical mask of significant elements (after FDR) +% .nPerms - Number of permutations completed +% .zScore - Z-score of observed vs null +% +% Algorithm: +% For each permutation: +% 1. Randomly re-pair subjects (shuffle which B goes with which A) +% 2. Compute group mean coupling with shuffled pairs +% 3. Store in null distribution +% P-value = (# null >= observed + 1) / (nPerms + 1) +% +% See also: exploreFNIRS.hyperscanning.computeGroup, exploreFNIRS.fx.performFDR + + ip = inputParser; + addRequired(ip, 'data', @iscell); + addRequired(ip, 'pairs', @isstruct); + addParameter(ip, 'Permutations', 500, @(v) isnumeric(v) && isscalar(v) && v > 0); + addParameter(ip, 'PThreshold', 0.05, @isnumeric); + % Pass-through params for computeDyad + addParameter(ip, 'Method', 'pearson', @ischar); + addParameter(ip, 'Biomarker', 'HbO', @ischar); + addParameter(ip, 'ChannelPairing', 'same', @ischar); + addParameter(ip, 'Channels', [], @isnumeric); + addParameter(ip, 'TimeWindow', [], @(v) isnumeric(v) && (isempty(v) || length(v) == 2)); + addParameter(ip, 'CouplingArgs', {}, @iscell); + parse(ip, data, pairs, varargin{:}); + opts = ip.Results; + + nPerms = opts.Permutations; + nPairs = length(pairs); + + if nPairs < 2 + error('exploreFNIRS:hyperscanning:permutationTest', ... + 'Need at least 2 dyads for permutation testing (got %d)', nPairs); + end + + % Build args for computeDyad (exclude permutation-specific params) + dyadArgs = {'Method', opts.Method, 'Biomarker', opts.Biomarker, ... + 'ChannelPairing', opts.ChannelPairing}; + if ~isempty(opts.Channels) + dyadArgs = [dyadArgs, 'Channels', opts.Channels]; + end + if ~isempty(opts.TimeWindow) + dyadArgs = [dyadArgs, 'TimeWindow', opts.TimeWindow]; + end + if ~isempty(opts.CouplingArgs) + dyadArgs = [dyadArgs, 'CouplingArgs', {opts.CouplingArgs}]; + end + + % Compute observed coupling + observedGroup = exploreFNIRS.hyperscanning.computeGroup(data, pairs, dyadArgs{:}); + observed = observedGroup.Mean(:); + nElements = length(observed); + + % Extract all subject indices by role (column 1 = A, column 2 = B) + roleA = zeros(nPairs, 1); + roleB = zeros(nPairs, 1); + for d = 1:nPairs + roleA(d) = pairs(d).indices(1); + roleB(d) = pairs(d).indices(2); + end + + % Permutation loop + nullDist = nan(nPerms, nElements); + + fprintf('Permutation test: '); + for perm = 1:nPerms + % Shuffle B members across dyads + shuffledB = roleB(randperm(nPairs)); + + % Build shuffled pairs + shuffledPairs = pairs; + for d = 1:nPairs + shuffledPairs(d).indices = [roleA(d), shuffledB(d)]; + end + + % Compute group coupling with shuffled pairs + try + shuffResult = exploreFNIRS.hyperscanning.computeGroup( ... + data, shuffledPairs, dyadArgs{:}); + nullDist(perm, :) = shuffResult.Mean(:); + catch + % Skip failed permutations + end + + % Progress + if mod(perm, max(1, round(nPerms/10))) == 0 + fprintf('%d%% ', round(perm/nPerms*100)); + end + end + fprintf('done.\n'); + + % Remove failed permutations + validPerms = ~all(isnan(nullDist), 2); + nullDist = nullDist(validPerms, :); + nValidPerms = size(nullDist, 1); + + % Compute permutation p-values + % p = (# null >= observed + 1) / (nPerms + 1) + pvalues = nan(nElements, 1); + for e = 1:nElements + if isnan(observed(e)) + continue; + end + nExceed = sum(abs(nullDist(:, e)) >= abs(observed(e))); + pvalues(e) = (nExceed + 1) / (nValidPerms + 1); + end + + % FDR correction + validP = ~isnan(pvalues); + pvalueFDR = nan(size(pvalues)); + significant = false(size(pvalues)); + if any(validP) + [qvals, ~, passed] = exploreFNIRS.fx.performFDR(pvalues(validP), opts.PThreshold); + pvalueFDR(validP) = qvals; + significant(validP) = passed; + end + + % Z-scores + nullMean = mean(nullDist, 1, 'omitnan')'; + nullSD = std(nullDist, 0, 1, 'omitnan')'; + zScore = (observed - nullMean) ./ max(nullSD, eps); + + % Reshape back to original shape + origShape = size(observedGroup.Mean); + result.observed = reshape(observed, origShape); + result.nullDist = nullDist; + result.nullMean = reshape(nullMean, origShape); + result.nullSD = reshape(nullSD, origShape); + result.pvalue = reshape(pvalues, origShape); + result.pvalueFDR = reshape(pvalueFDR, origShape); + result.significant = reshape(significant, origShape); + result.nPerms = nValidPerms; + result.zScore = reshape(zScore, origShape); + + nSig = sum(significant(:)); + fprintf('Permutation test: %d/%d elements significant (FDR q < %.2f)\n', ... + nSig, sum(~isnan(pvalues)), opts.PThreshold); +end diff --git a/+exploreFNIRS/+hyperscanning/plotGroup.m b/+exploreFNIRS/+hyperscanning/plotGroup.m new file mode 100644 index 00000000..aa430111 --- /dev/null +++ b/+exploreFNIRS/+hyperscanning/plotGroup.m @@ -0,0 +1,272 @@ +function fig = plotGroup(result, varargin) +% PLOTGROUP Group-level hyperscanning coupling bar chart +% +% Displays mean coupling per channel with SEM error bars for group-level +% hyperscanning results. Supports significance markers from permutation +% tests and comparison of multiple groups or blocks. +% +% Syntax: +% fig = exploreFNIRS.hyperscanning.plotGroup(result) +% fig = exploreFNIRS.hyperscanning.plotGroup(result, 'ShowSignificance', true) +% fig = exploreFNIRS.hyperscanning.plotGroup(blockResults) % from Blocks +% +% Inputs: +% result - Struct from computeGroup or Experiment.hyperscanning() with: +% .Mean, .SEM, .channels, .method, .biomarker +% OR struct array from block-wise hyperscanning with: +% .blockInfo, .coupling (each containing group result) +% +% Name-Value Parameters: +% ShowSignificance - Show significance stars from p-values (default: true) +% PThreshold - Significance threshold (default: 0.05) +% ChannelLabels - Custom channel labels (default: 'Ch1', 'Ch2', ...) +% BarWidth - Bar width (default: 0.7) +% Colors - Custom color matrix [nGroups x 3] (default: auto) +% ShowZeroLine - Show horizontal line at y=0 (default: true) +% Title - Figure title (default: auto) +% Visible - 'on' (default) or 'off' +% SavePath - File path to save figure +% SaveWidth - Width in pixels (default: 800) +% SaveHeight - Height in pixels (default: 450) +% SaveDPI - Resolution (default: 150) +% +% Outputs: +% fig - Figure handle +% +% See also: exploreFNIRS.hyperscanning.computeGroup, +% exploreFNIRS.hyperscanning.permutationTest + + p = inputParser; + addRequired(p, 'result'); + addParameter(p, 'ShowSignificance', true, @islogical); + addParameter(p, 'PThreshold', 0.05, @isnumeric); + addParameter(p, 'ChannelLabels', {}, @iscell); + addParameter(p, 'BarWidth', 0.7, @isnumeric); + addParameter(p, 'Colors', [], @isnumeric); + addParameter(p, 'ShowZeroLine', true, @islogical); + addParameter(p, 'Title', '', @ischar); + addParameter(p, 'Visible', 'on', @ischar); + addParameter(p, 'SavePath', '', @ischar); + addParameter(p, 'SaveWidth', 800, @isnumeric); + addParameter(p, 'SaveHeight', 450, @isnumeric); + addParameter(p, 'SaveDPI', 150, @isnumeric); + parse(p, result, varargin{:}); + opts = p.Results; + + if ~isempty(opts.SavePath) + opts.Visible = 'off'; + end + + % Detect input type: block results vs single group result + isBlockResult = isstruct(result) && isfield(result, 'coupling'); + + if isBlockResult + plotBlockGroupBars(result, opts); + fig = gcf; + else + plotSingleGroup(result, opts); + fig = gcf; + end + +end + + +function plotSingleGroup(result, opts) +% Plot a single group result as bar chart + + meanVals = result.Mean(:)'; + semVals = result.SEM(:)'; + nCh = length(meanVals); + + if ~isempty(opts.ChannelLabels) + chLabels = opts.ChannelLabels; + elseif isfield(result, 'channels') + chLabels = arrayfun(@(c) sprintf('Ch%d', c), result.channels, ... + 'UniformOutput', false); + else + chLabels = arrayfun(@(c) sprintf('Ch%d', c), 1:nCh, ... + 'UniformOutput', false); + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + + if isempty(opts.Colors) + barColor = [0.3, 0.5, 0.8]; + else + barColor = opts.Colors(1, :); + end + + b = bar(ax, 1:nCh, meanVals, opts.BarWidth, 'FaceColor', barColor, ... + 'EdgeColor', 'none'); + hold(ax, 'on'); + + % Error bars + errorbar(ax, 1:nCh, meanVals, semVals, 'k.', 'LineWidth', 1, ... + 'CapSize', 4); + + % Zero line + if opts.ShowZeroLine + plot(ax, [0.5, nCh + 0.5], [0, 0], '-', ... + 'Color', [0.5, 0.5, 0.5], 'LineWidth', 0.5); + end + + % Significance stars + if opts.ShowSignificance && isfield(result, 'pvalue') + pvals = result.pvalue(:)'; + yMax = max(abs(meanVals) + semVals); + for ch = 1:nCh + if pvals(ch) < opts.PThreshold + starY = meanVals(ch) + semVals(ch) + yMax * 0.05; + if pvals(ch) < 0.001 + starTxt = '***'; + elseif pvals(ch) < 0.01 + starTxt = '**'; + else + starTxt = '*'; + end + text(ax, ch, starY, starTxt, ... + 'HorizontalAlignment', 'center', 'FontSize', 12); + end + end + end + + % Permutation test significance + if opts.ShowSignificance && isfield(result, 'permutation') + perm = result.permutation; + if isfield(perm, 'significant') + sigMask = perm.significant(:)'; + yMax = max(abs(meanVals) + semVals); + for ch = 1:nCh + if sigMask(ch) + starY = meanVals(ch) + semVals(ch) + yMax * 0.05; + text(ax, ch, starY, '*', ... + 'HorizontalAlignment', 'center', ... + 'FontSize', 14, 'Color', [0.8, 0, 0]); + end + end + end + end + + hold(ax, 'off'); + + set(ax, 'XTick', 1:nCh, 'XTickLabel', chLabels, 'XTickLabelRotation', 45); + xlabel(ax, 'Channel'); + ylabel(ax, 'Coupling'); + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + titleStr = sprintf('Group Hyperscanning (%s, %s, N=%d)', ... + result.method, result.biomarker, max(result.N(:))); + title(ax, titleStr); + end + + box(ax, 'on'); + + % Save + saveIfRequested(opts); + +end + + +function plotBlockGroupBars(blockResults, opts) +% Plot block-wise results as grouped bars + + nBlocks = length(blockResults); + + % Get channel info from first block + firstResult = blockResults(1).coupling; + if isfield(firstResult, 'channels') + nCh = length(firstResult.channels); + chLabels = arrayfun(@(c) sprintf('Ch%d', c), firstResult.channels, ... + 'UniformOutput', false); + else + nCh = length(firstResult.Mean); + chLabels = arrayfun(@(c) sprintf('Ch%d', c), 1:nCh, ... + 'UniformOutput', false); + end + + if ~isempty(opts.ChannelLabels) + chLabels = opts.ChannelLabels; + end + + % Build data matrix [nCh x nBlocks] + meanMat = zeros(nCh, nBlocks); + semMat = zeros(nCh, nBlocks); + blockLabels = cell(1, nBlocks); + + for b = 1:nBlocks + r = blockResults(b).coupling; + meanMat(:, b) = r.Mean(:); + semMat(:, b) = r.SEM(:); + + if isfield(blockResults(b).blockInfo, 'Condition') + blockLabels{b} = blockResults(b).blockInfo.Condition; + else + blockLabels{b} = sprintf('Block %d', blockResults(b).blockNumber); + end + end + + fig = figure('Visible', opts.Visible, ... + 'Position', [100, 100, opts.SaveWidth, opts.SaveHeight], ... + 'Color', 'w'); + ax = axes('Parent', fig); + + b = bar(ax, meanMat, 'grouped'); + + if ~isempty(opts.Colors) && size(opts.Colors, 1) >= nBlocks + for k = 1:nBlocks + b(k).FaceColor = opts.Colors(k, :); + end + end + + % Error bars + hold(ax, 'on'); + nGroups = size(meanMat, 1); + groupWidth = min(0.8, nBlocks / (nBlocks + 1.5)); + for k = 1:nBlocks + xOff = (2 * k - nBlocks - 1) / (2 * nBlocks) * groupWidth; + errorbar(ax, (1:nGroups) + xOff, meanMat(:, k), semMat(:, k), ... + 'k.', 'LineWidth', 1, 'CapSize', 3); + end + + if opts.ShowZeroLine + plot(ax, [0.5, nGroups + 0.5], [0, 0], '-', ... + 'Color', [0.5, 0.5, 0.5], 'LineWidth', 0.5); + end + hold(ax, 'off'); + + set(ax, 'XTick', 1:nGroups, 'XTickLabel', chLabels, 'XTickLabelRotation', 45); + xlabel(ax, 'Channel'); + ylabel(ax, 'Coupling'); + legend(ax, blockLabels, 'Location', 'best'); + + if ~isempty(opts.Title) + title(ax, opts.Title); + else + title(ax, sprintf('Hyperscanning by Block (%s)', firstResult.method)); + end + + box(ax, 'on'); + + saveIfRequested(opts); + +end + + +function saveIfRequested(opts) + if ~isempty(opts.SavePath) + fig = gcf; + if ~isempty(which('pf2_base.plot.saveFigure')) + pf2_base.plot.saveFigure(fig, opts.SavePath, ... + opts.SaveWidth, opts.SaveHeight, opts.SaveDPI); + else + set(fig, 'PaperPositionMode', 'auto'); + print(fig, opts.SavePath, '-dpng', sprintf('-r%d', opts.SaveDPI)); + end + fprintf('Saved: %s\n', opts.SavePath); + end +end diff --git a/+exploreFNIRS/browseEx.m b/+exploreFNIRS/browseEx.m index bb1a57d7..2cfe05ab 100644 --- a/+exploreFNIRS/browseEx.m +++ b/+exploreFNIRS/browseEx.m @@ -28,20 +28,20 @@ % % Example: % % Launch browser with file dialog -% exploreFNIRS.BrowseEx(); +% exploreFNIRS.browseEx(); % % % Launch browser starting in specific directory -% exploreFNIRS.BrowseEx('/path/to/fnirs/data'); +% exploreFNIRS.browseEx('/path/to/fnirs/data'); % % % Load data and capture in variable -% myData = exploreFNIRS.BrowseEx(); +% myData = exploreFNIRS.browseEx(); % % Notes: % - Supports loading multiple file formats (NIR, SNIRF, Hitachi, NIRx) % - Selected files are automatically imported using appropriate readers % - For programmatic loading without GUI, use LoadEx instead % -% See also: exploreFNIRS.LoadEx, exploreFNIRS.SaveEx, exploreFNIRS, +% See also: exploreFNIRS.loadEx, exploreFNIRS.saveEx, exploreFNIRS, % exploreFNIRS_browse if(nargout>0) diff --git a/+exploreFNIRS/loadEx.m b/+exploreFNIRS/loadEx.m index 1ab9e0e9..5b874966 100644 --- a/+exploreFNIRS/loadEx.m +++ b/+exploreFNIRS/loadEx.m @@ -42,13 +42,13 @@ % % Example: % % Load session with file dialog -% exploreFNIRS.LoadEx(); +% exploreFNIRS.loadEx(); % % % Load specific saved experiment -% exploreFNIRS.LoadEx('/path/to/myexperiment_exf.mat'); +% exploreFNIRS.loadEx('/path/to/myexperiment_exf.mat'); % % % Load and capture the filename for logging -% loadedFile = exploreFNIRS.LoadEx(); +% loadedFile = exploreFNIRS.loadEx(); % fprintf('Loaded session from: %s\n', loadedFile); % % Notes: @@ -57,7 +57,7 @@ % - Compatible with files saved by SaveEx using MATLAB v7.3 format % - After loading, the GUI automatically refreshes to display loaded data % -% See also: exploreFNIRS.SaveEx, exploreFNIRS, exploreFNIRS.BrowseEx +% See also: exploreFNIRS.saveEx, exploreFNIRS, exploreFNIRS.browseEx pathname=''; if(nargin<1) diff --git a/+exploreFNIRS/processMethods.m b/+exploreFNIRS/processMethods.m index 488e3146..cbbccece 100644 --- a/+exploreFNIRS/processMethods.m +++ b/+exploreFNIRS/processMethods.m @@ -1,4 +1,25 @@ function processMethods(rawMethodStr,oxyMethodStr) +% PROCESSMETHODS Process all loaded fNIRS data with specified method pair +% +% Runs a raw+oxy method combination on all segments in the exploreFNIRS +% dataset. Results are cached so re-selecting a previously processed +% method pair returns instantly. On first load, ROI fields are +% standardized across devices. +% +% Syntax: +% exploreFNIRS.processMethods(rawMethodStr, oxyMethodStr) +% +% Inputs: +% rawMethodStr - Name of the raw processing method, or empty [] to skip +% raw processing and apply oxy-only +% oxyMethodStr - Name of the oxy processing method +% +% Example: +% exploreFNIRS.processMethods('x5_TDDR', 'takizawa_easy'); +% exploreFNIRS.processMethods([], 'None'); % oxy-only reprocessing +% +% See also: processFNIRS2, pf2.methods.raw.list, pf2.methods.oxy.list, +% exploreFNIRS.dataset.standardizeROIs global ExFNIRS %global ProgressHandles @@ -67,7 +88,7 @@ function processMethods(rawMethodStr,oxyMethodStr) if(isfield(data{i},'HbO')) data{i}=pf2.process.processOxy(data{i}); else - warning('Data file for item %i has no Oxy Data, attempting to process with ''None''\n',data{i}); + warning('Data file for item %i has no Oxy Data, attempting to process with ''None''\n',i); data{i}=pf2(data{i}); end else diff --git a/+exploreFNIRS/saveEx.m b/+exploreFNIRS/saveEx.m index 27c0918b..bfdd5b70 100644 --- a/+exploreFNIRS/saveEx.m +++ b/+exploreFNIRS/saveEx.m @@ -39,18 +39,18 @@ % % Example: % % Save session with file dialog -% exploreFNIRS.SaveEx(); +% exploreFNIRS.saveEx(); % % % Save to specific file -% exploreFNIRS.SaveEx('/path/to/myexperiment_exf.mat'); +% exploreFNIRS.saveEx('/path/to/myexperiment_exf.mat'); % % % Save and capture filename for logging -% savedFile = exploreFNIRS.SaveEx(); +% savedFile = exploreFNIRS.saveEx(); % fprintf('Session saved to: %s\n', savedFile); % % % Typical workflow: process data, then save % % ... perform analysis in exploreFNIRS GUI ... -% exploreFNIRS.SaveEx('study_analysis_exf.mat'); +% exploreFNIRS.saveEx('study_analysis_exf.mat'); % % Notes: % - Uses MATLAB v7.3 format (HDF5) to support large datasets (>2GB) @@ -58,7 +58,7 @@ % - Progress messages printed to console during save operation % - File can be loaded by LoadEx or standard MATLAB load() function % -% See also: exploreFNIRS.LoadEx, exploreFNIRS, exploreFNIRS.BrowseEx +% See also: exploreFNIRS.loadEx, exploreFNIRS, exploreFNIRS.browseEx pathname=''; if(nargin<1) diff --git a/+pf2/+data/defineBlocks.m b/+pf2/+data/defineBlocks.m new file mode 100644 index 00000000..d55a4052 --- /dev/null +++ b/+pf2/+data/defineBlocks.m @@ -0,0 +1,396 @@ +function blocks = defineBlocks(data, varargin) +% DEFINEBLOCKS Create block definition struct array from event markers +% +% Parses fNIRS markers into a block definition array describing time +% windows for epoching, GLM design matrices, or connectivity analysis. +% Supports simple positional syntax for common cases and name-value +% parameters for advanced configuration. +% +% Syntax: +% blocks = pf2.data.defineBlocks(data, markerCodes) +% blocks = pf2.data.defineBlocks(data, markerCodes, duration) +% blocks = pf2.data.defineBlocks(data, 'MarkerCode', code, 'Duration', dur) +% blocks = pf2.data.defineBlocks(data, 'StartMarker', s, 'EndMarker', e) +% blocks = pf2.data.defineBlocks(data, ..., 'Name', Value) +% +% Inputs: +% data - fNIRS data structure with .markers field +% Markers are normalized to [time, value, duration, amplitude] +% markerCodes - (Optional positional) Marker code(s) to find [numeric] +% Scalar or vector; all codes are treated as separate block types. +% duration - (Optional positional) Fixed block duration in seconds [scalar] +% If omitted and markers have nonzero durations in column 3, +% those durations are used automatically. +% +% Name-Value Parameters: +% 'MarkerCode' - Marker code(s) to define blocks [scalar or vector] +% 'Duration' - Fixed duration in seconds for each block (default: 0) +% If 0 and markers have nonzero column 3 durations, those +% are used. Otherwise blocks have zero duration. +% 'UseDuration' - Force use of duration from markers column 3 (default: false) +% 'StartMarker' - Start marker code(s) for paired extraction [scalar or column vector] +% 'EndMarker' - End marker code(s) for paired extraction [scalar or column vector] +% Must match StartMarker dimensions or be scalar. +% 'ConditionMap' - Cell array {code1, 'Label1'; code2, 'Label2'} mapping +% marker codes to condition label strings (default: {}) +% 'InfoTable' - Table with one row per block (default: []) +% Column names become .info fields for each block. +% 'InfoFields' - Struct of constant fields applied to all blocks (default: struct()) +% 'MinDuration' - Reject blocks shorter than this in seconds (default: 0) +% 'MaxDuration' - Reject blocks longer than this in seconds (default: Inf) +% 'SortByTime' - Sort blocks chronologically (default: true) +% 'PrePad' - Seconds to include before block start (default: 0) +% Shifts startTime earlier by this amount. +% 'PostPad' - Seconds to include after block end (default: 0) +% Shifts endTime later by this amount. +% +% Outputs: +% blocks - Struct array [1 x N] with fields: +% .startTime - Block start time in seconds (absolute) +% .endTime - Block end time in seconds +% .duration - endTime - startTime in seconds +% .markerCode - Marker code that triggered this block +% .markerIndex - Row index into data.markers +% .amplitude - Marker amplitude from column 4 (default 1) +% .info - Struct with block-level metadata: +% .BlockNumber - Sequential 1, 2, 3... +% .Condition - From ConditionMap (if provided) +% ... any user fields from InfoTable/InfoFields +% +% Algorithm: +% 1. Normalize markers to 4-column format +% 2. Find matching markers by code (MarkerCode or StartMarker/EndMarker) +% 3. Determine duration: fixed > marker column 3 > zero +% 4. Build struct array with startTime, endTime, duration, markerCode, markerIndex +% 5. Apply PrePad/PostPad to extend block boundaries +% 6. Apply ConditionMap, InfoTable, InfoFields to .info +% 7. Filter by MinDuration/MaxDuration, sort by time +% +% Example: +% % Simple: marker codes + fixed duration +% blocks = pf2.data.defineBlocks(data, [49, 50], 30); +% +% % Auto-detect duration from marker column 3 +% blocks = pf2.data.defineBlocks(data, 49); +% +% % Start/end pairs with condition mapping +% blocks = pf2.data.defineBlocks(data, ... +% 'StartMarker', [50; 51], 'EndMarker', [52; 53], ... +% 'ConditionMap', {50, 'Natural'; 51, 'Synthetic'}); +% +% % With pre/post padding and metadata +% blocks = pf2.data.defineBlocks(data, 49, 30, ... +% 'PrePad', 5, 'PostPad', 2, ... +% 'ConditionMap', {49, 'Stroop'}); +% +% See also: pf2.data.extractBlocks, pf2.data.getMarkers, pf2.data.split + +% --- Parse simple positional args vs name-value --- +% Detect: defineBlocks(data, numericCodes) or defineBlocks(data, numericCodes, numericDuration) +positionalCodes = []; +positionalDuration = []; +remainingArgs = varargin; + +if ~isempty(varargin) && isnumeric(varargin{1}) + positionalCodes = varargin{1}; + remainingArgs = varargin(2:end); + + if ~isempty(remainingArgs) && isnumeric(remainingArgs{1}) && isscalar(remainingArgs{1}) + positionalDuration = remainingArgs{1}; + remainingArgs = remainingArgs(2:end); + end +end + +p = inputParser; +p.addParameter('MarkerCode', [], @(x) isnumeric(x)); +p.addParameter('Duration', 0, @(x) isnumeric(x) && isscalar(x) && x >= 0); +p.addParameter('UseDuration', false, @islogical); +p.addParameter('StartMarker', [], @(x) isnumeric(x)); +p.addParameter('EndMarker', [], @(x) isnumeric(x)); +p.addParameter('ConditionMap', {}, @iscell); +p.addParameter('InfoTable', [], @(x) isempty(x) || istable(x)); +p.addParameter('InfoFields', struct(), @isstruct); +p.addParameter('MinDuration', 0, @(x) isnumeric(x) && isscalar(x)); +p.addParameter('MaxDuration', Inf, @(x) isnumeric(x) && isscalar(x)); +p.addParameter('SortByTime', true, @islogical); +p.addParameter('PrePad', 0, @(x) isnumeric(x) && isscalar(x) && x >= 0); +p.addParameter('PostPad', 0, @(x) isnumeric(x) && isscalar(x) && x >= 0); +p.parse(remainingArgs{:}); + +% Merge positional args with name-value (positional takes precedence) +if ~isempty(positionalCodes) + markerCode = positionalCodes(:); % Always treat as column (OR logic) +else + markerCode = p.Results.MarkerCode; +end + +if ~isempty(positionalDuration) + fixedDuration = positionalDuration; +else + fixedDuration = p.Results.Duration; +end + +useDuration = p.Results.UseDuration; +startMarker = p.Results.StartMarker; +endMarker = p.Results.EndMarker; +conditionMap = p.Results.ConditionMap; +infoTable = p.Results.InfoTable; +infoFields = p.Results.InfoFields; +minDur = p.Results.MinDuration; +maxDur = p.Results.MaxDuration; +sortByTime = p.Results.SortByTime; +prePad = p.Results.PrePad; +postPad = p.Results.PostPad; + +% Validate input data +if ~isstruct(data) || ~isfield(data, 'markers') + error('pf2:defineBlocks:badInput', 'First argument must be an fNIRS struct with .markers field.'); +end + +% Validate: must specify either MarkerCode or StartMarker+EndMarker +hasMarkerCode = ~isempty(markerCode); +hasStartEnd = ~isempty(startMarker) && ~isempty(endMarker); + +if ~hasMarkerCode && ~hasStartEnd + error('pf2:defineBlocks:noMode', ... + 'Must specify either marker codes or both ''StartMarker'' and ''EndMarker''.'); +end + +if hasMarkerCode && hasStartEnd + error('pf2:defineBlocks:ambiguousMode', ... + 'Cannot specify both marker codes and ''StartMarker''/''EndMarker''.'); +end + +% Normalize markers to 4 columns [time, value, duration, amplitude] +mrk = data.markers; +if isnumeric(mrk) + mrk = pf2_base.normalizeMarkers(mrk); +end + +if isempty(mrk) || size(mrk, 1) == 0 + blocks = struct('startTime', {}, 'endTime', {}, 'duration', {}, ... + 'markerCode', {}, 'markerIndex', {}, 'amplitude', {}, 'info', {}); + return; +end + +% Build blocks based on mode +if hasMarkerCode + blocks = buildFromMarkerCode(mrk, markerCode, fixedDuration, useDuration); +else + blocks = buildFromStartEnd(mrk, startMarker, endMarker); +end + +if isempty(blocks) + return; +end + +% Apply PrePad / PostPad +if prePad > 0 || postPad > 0 + for k = 1:length(blocks) + blocks(k).startTime = blocks(k).startTime - prePad; + blocks(k).endTime = blocks(k).endTime + postPad; + blocks(k).duration = blocks(k).endTime - blocks(k).startTime; + end +end + +% Sort by time +if sortByTime + [~, sortIdx] = sort([blocks.startTime]); + blocks = blocks(sortIdx); +end + +% Assign BlockNumber +for k = 1:length(blocks) + blocks(k).info.BlockNumber = k; +end + +% Apply ConditionMap +if ~isempty(conditionMap) && size(conditionMap, 2) >= 2 + mapCodes = cell2mat(conditionMap(:, 1)); + mapLabels = conditionMap(:, 2); + for k = 1:length(blocks) + idx = find(mapCodes == blocks(k).markerCode, 1); + if ~isempty(idx) + blocks(k).info.Condition = mapLabels{idx}; + end + end +end + +% Apply InfoTable (row k -> block k) +if ~isempty(infoTable) + nRows = height(infoTable); + nBlocks = length(blocks); + nApply = min(nRows, nBlocks); + colNames = infoTable.Properties.VariableNames; + for k = 1:nApply + for c = 1:length(colNames) + val = infoTable.(colNames{c})(k); + if iscell(val) + blocks(k).info.(colNames{c}) = val{1}; + else + blocks(k).info.(colNames{c}) = val; + end + end + end +end + +% Apply InfoFields (constant across all blocks) +if ~isempty(fieldnames(infoFields)) + fNames = fieldnames(infoFields); + for k = 1:length(blocks) + for f = 1:length(fNames) + blocks(k).info.(fNames{f}) = infoFields.(fNames{f}); + end + end +end + +% Filter by duration +if minDur > 0 || isfinite(maxDur) + keep = arrayfun(@(b) b.duration >= minDur && b.duration <= maxDur, blocks); + blocks = blocks(keep); + % Re-number after filtering + for k = 1:length(blocks) + blocks(k).info.BlockNumber = k; + end +end + +end + +%%_Subfunctions_________________________________________________________ + +function blocks = buildFromMarkerCode(mrk, markerCode, fixedDuration, useDuration) +% BUILDFROMMARKERCODE Find markers matching code and build blocks +% +% Inputs: +% mrk - Normalized marker array [M x 4] +% markerCode - Marker code(s) to match [column vector] +% fixedDuration - Fixed block duration in seconds (0 = auto from markers) +% useDuration - Force use of column 3 duration +% +% Outputs: +% blocks - Struct array of block definitions + +mrkValues = mrk(:, 2); +mrkTimes = mrk(:, 1); +mrkDurations = mrk(:, 3); +mrkAmplitudes = mrk(:, 4); + +% Find matching markers +matchIdx = find(ismember(mrkValues, markerCode(:))); + +if isempty(matchIdx) + blocks = struct('startTime', {}, 'endTime', {}, 'duration', {}, ... + 'markerCode', {}, 'markerIndex', {}, 'amplitude', {}, 'info', {}); + return; +end + +nBlocks = length(matchIdx); +blocks = repmat(struct('startTime', 0, 'endTime', 0, 'duration', 0, ... + 'markerCode', 0, 'markerIndex', 0, 'amplitude', 1, 'info', struct()), 1, nBlocks); + +for k = 1:nBlocks + idx = matchIdx(k); + st = mrkTimes(idx); + code = mrkValues(idx); + + if useDuration + % Explicitly requested: always use column 3 + dur = mrkDurations(idx); + elseif fixedDuration > 0 + % Fixed duration provided: use it + dur = fixedDuration; + else + % Auto: if marker has nonzero duration in column 3, use it + dur = mrkDurations(idx); + end + + blocks(k).startTime = st; + blocks(k).endTime = st + dur; + blocks(k).duration = dur; + blocks(k).markerCode = code; + blocks(k).markerIndex = idx; + blocks(k).amplitude = mrkAmplitudes(idx); + blocks(k).info = struct(); +end + +end + +function blocks = buildFromStartEnd(mrk, startMarker, endMarker) +% BUILDFROMSTARTEND Pair start/end markers to build blocks +% +% Inputs: +% mrk - Normalized marker array [M x 4] +% startMarker - Start marker code(s) [column vector] +% endMarker - End marker code(s) [column vector] +% +% Outputs: +% blocks - Struct array of block definitions + +mrkValues = mrk(:, 2); +mrkTimes = mrk(:, 1); +mrkAmplitudes = mrk(:, 4); + +% Ensure column vectors +startMarker = startMarker(:); +endMarker = endMarker(:); + +% If scalar endMarker, expand to match startMarker +if isscalar(endMarker) && ~isscalar(startMarker) + endMarker = repmat(endMarker, size(startMarker)); +end +if isscalar(startMarker) && ~isscalar(endMarker) + startMarker = repmat(startMarker, size(endMarker)); +end + +if length(startMarker) ~= length(endMarker) + error('pf2:defineBlocks:markerMismatch', ... + 'StartMarker and EndMarker must have the same number of elements (or one must be scalar).'); +end + +blockList = []; +for pidx = 1:length(startMarker) + sCode = startMarker(pidx); + eCode = endMarker(pidx); + + sIdx = find(mrkValues == sCode); + eIdx = find(mrkValues == eCode); + + % Pair each start with the next available end + for s = 1:length(sIdx) + si = sIdx(s); + st = mrkTimes(si); + % Find first end marker after this start + validEnds = eIdx(mrkTimes(eIdx) > st); + if isempty(validEnds) + continue; + end + ei = validEnds(1); + et = mrkTimes(ei); + + entry.startTime = st; + entry.endTime = et; + entry.duration = et - st; + entry.markerCode = sCode; + entry.markerIndex = si; + entry.amplitude = mrkAmplitudes(si); + entry.info = struct(); + + if isempty(blockList) + blockList = entry; + else + blockList(end+1) = entry; %#ok + end + + % Remove this end marker from available pool so it's not reused + eIdx(eIdx == ei) = []; + end +end + +if isempty(blockList) + blocks = struct('startTime', {}, 'endTime', {}, 'duration', {}, ... + 'markerCode', {}, 'markerIndex', {}, 'amplitude', {}, 'info', {}); +else + blocks = blockList; +end + +end diff --git a/+pf2/+data/extractBlocks.m b/+pf2/+data/extractBlocks.m new file mode 100644 index 00000000..9f3f32a6 --- /dev/null +++ b/+pf2/+data/extractBlocks.m @@ -0,0 +1,147 @@ +function segments = extractBlocks(data, blocks, varargin) +% EXTRACTBLOCKS Extract each block as a separate fNIRS struct +% +% Takes an fNIRS data structure and a block definition array (from +% defineBlocks) and extracts each block as a separate fNIRS struct. +% Returns a cell array ready for exploreFNIRS.core.Experiment. +% +% Syntax: +% segments = pf2.data.extractBlocks(data, blocks) +% segments = pf2.data.extractBlocks(data, blocks, 'Name', Value) +% +% Inputs: +% data - fNIRS data structure with time-series fields (.HbO, .time, etc.) +% blocks - Block definition struct array from pf2.data.defineBlocks +% Each element must have .startTime, .endTime, and .info fields. +% +% Name-Value Parameters: +% 'PreTime' - Seconds to include before block start (default: 0) +% 'PostTime' - Seconds to include after block end (default: 0) +% 'BaselineWindow' - [start, end] relative to block start for baseline +% subtraction, e.g. [-5, 0] (default: []) +% 'SetT0' - Shift time so block start = 0 (default: true) +% 'CopyInfo' - Copy parent data.info into each segment (default: true) +% 'SkipInvalid' - Skip blocks outside data time range (default: true) +% +% Outputs: +% segments - Cell array {1 x N} of fNIRS structs, one per valid block +% Each struct has merged .info from parent data and block. +% +% Algorithm: +% 1. For each block, compute extraction window with PreTime/PostTime +% 2. Optionally compute baseline window relative to block start +% 3. Call pf2.data.split to extract the time window +% 4. Optionally shift time with pf2.data.setT0 so block onset = 0 +% 5. Merge parent data.info and block.info into segment.info +% +% Example: +% blocks = pf2.data.defineBlocks(data, 'StartMarker', 50, 'EndMarker', 51); +% segments = pf2.data.extractBlocks(data, blocks, ... +% 'PreTime', 5, 'PostTime', 2, ... +% 'BaselineWindow', [-5, 0], 'SetT0', true); +% +% % Feed directly to Experiment +% ex = exploreFNIRS.core.Experiment(segments); +% +% See also: pf2.data.defineBlocks, pf2.data.split, pf2.data.setT0 + +p = inputParser; +p.addRequired('data', @isstruct); +p.addRequired('blocks', @isstruct); +p.addParameter('PreTime', 0, @(x) isnumeric(x) && isscalar(x) && x >= 0); +p.addParameter('PostTime', 0, @(x) isnumeric(x) && isscalar(x) && x >= 0); +p.addParameter('BaselineWindow', [], @(x) isempty(x) || (isnumeric(x) && numel(x) == 2)); +p.addParameter('SetT0', true, @islogical); +p.addParameter('CopyInfo', true, @islogical); +p.addParameter('SkipInvalid', true, @islogical); +p.parse(data, blocks, varargin{:}); + +preTime = p.Results.PreTime; +postTime = p.Results.PostTime; +blWindow = p.Results.BaselineWindow; +doSetT0 = p.Results.SetT0; +copyInfo = p.Results.CopyInfo; +skipInvalid = p.Results.SkipInvalid; + +if isempty(blocks) + segments = {}; + return; +end + +% Get data time range for validation +dataTimeMin = min(data.time); +dataTimeMax = max(data.time); + +segments = {}; +for k = 1:length(blocks) + blk = blocks(k); + + % Compute extraction window + extractStart = blk.startTime - preTime; + extractEnd = blk.endTime + postTime; + + % Validate time range + if skipInvalid + if extractStart > dataTimeMax || extractEnd < dataTimeMin + continue; + end + end + + % Extract segment using split (without baseline - apply separately) + segment = pf2.data.split(data, extractStart, extractEnd); + + % Apply baseline subtraction if requested + if ~isempty(blWindow) + blAbsStart = blk.startTime + blWindow(1); + blAbsEnd = blk.startTime + blWindow(2); + + if blAbsEnd > blAbsStart + % Extract baseline period from original data + blSeg = pf2.data.split(data, blAbsStart, blAbsEnd); + + % Subtract baseline mean from hemoglobin fields + hbFields = {'HbO', 'HbR', 'HbDiff', 'HbTotal', 'CBSI'}; + for f = 1:length(hbFields) + fn = hbFields{f}; + if isfield(segment, fn) && isfield(blSeg, fn) + segment.(fn) = segment.(fn) - mean(blSeg.(fn), 1, 'omitnan'); + end + end + end + end + + % Skip empty/invalid segments + if isfield(segment, 'empty') && segment.empty + if skipInvalid + continue; + end + end + + % Shift time so block start = 0 + if doSetT0 + segment = pf2.data.setT0(segment, blk.startTime); + end + + % Merge info: start with parent data.info, overlay block.info + mergedInfo = struct(); + if copyInfo && isfield(data, 'info') + parentFields = fieldnames(data.info); + for f = 1:length(parentFields) + mergedInfo.(parentFields{f}) = data.info.(parentFields{f}); + end + end + + % Overlay block-level info + if isstruct(blk.info) + blockFields = fieldnames(blk.info); + for f = 1:length(blockFields) + mergedInfo.(blockFields{f}) = blk.info.(blockFields{f}); + end + end + + segment.info = mergedInfo; + + segments{end+1} = segment; %#ok +end + +end diff --git a/+pf2/+data/getMarkers.m b/+pf2/+data/getMarkers.m index 2d270193..f84c7f3c 100644 --- a/+pf2/+data/getMarkers.m +++ b/+pf2/+data/getMarkers.m @@ -12,7 +12,7 @@ % [markerTimes, tableMrkTimes, matchedPatterns] = pf2.data.getMarkers(...) % % Inputs: -% fNIR - fNIRS data structure with .markers field [M x 3] +% fNIR - fNIRS data structure with .markers field [M x 4] % Or marker table/matrix directly % markerCode - Single marker code(s) to find: % - Scalar: Find all markers with this code diff --git a/+pf2/+data/resample.m b/+pf2/+data/resample.m index 9566ec31..52a55a6f 100644 --- a/+pf2/+data/resample.m +++ b/+pf2/+data/resample.m @@ -681,14 +681,13 @@ nAuxChan=size(curField,2); - %create t_ind if missing - if(isempty(t_ind)) % if not using fNIR time, we have to figure out where time is logically - %calculate index for each sample - - [t_ind,t_aux_resample]=getTimeIdx(t_aux,segLength,centerOnTime); + %create t_ind if missing, always compute t_aux_resample for flattening + [t_ind_computed, t_aux_resample] = getTimeIdx(t_aux, segLength, centerOnTime); + if(isempty(t_ind)) + t_ind = t_ind_computed; end - - + + numSegs_aux=max(t_ind); auxDat=curField(:); @@ -776,14 +775,18 @@ - %create t_ind if missing - if(isempty(t_ind)) % if not using fNIR time, we have to figure out where time is logically - %calculate index for each sample - - [t_ind,t_aux_resample]=getTimeIdx(t_aux,segLength,centerOnTime); - outAuxStruct.(curFieldName)=table(t_aux_resample,'VariableNames',curTimeNames); - elseif(flattenAux) - outAuxStruct.(curFieldName)=table(t_aux_resample,'VariableNames',curTimeNames); + %create t_ind if missing, always compute t_aux_resample for flattening + [t_ind_computed, t_aux_resample] = getTimeIdx(t_aux, segLength, centerOnTime); + if(isempty(t_ind)) + t_ind = t_ind_computed; + end + + if(auxFieldHasTime(f)||flattenAux) + if(exist('curTimeNames','var')&&~isempty(curTimeNames)) + outAuxStruct.(curFieldName)=table(t_aux_resample,'VariableNames',curTimeNames); + else + outAuxStruct.(curFieldName)=table(t_aux_resample,'VariableNames',{'time'}); + end else outAuxStruct.(curFieldName)=table(); end diff --git a/+pf2/+export/asSNIRF.m b/+pf2/+export/asSNIRF.m index 3e204b6d..b3f78b5d 100644 --- a/+pf2/+export/asSNIRF.m +++ b/+pf2/+export/asSNIRF.m @@ -266,8 +266,14 @@ % Add dataLabels if more than 3 columns if size(curStruct.markers, 2) > 3 stimLabels = {'startTime', 'duration', 'value'}; + % Include amplitude data in SNIRF output + stimItem.data = [stimItem.data, curStruct.markers(markerIdx, 4:end)]; for col = 4:size(curStruct.markers, 2) - stimLabels{end+1} = sprintf('column%d', col); + if col == 4 + stimLabels{end+1} = 'amplitude'; + else + stimLabels{end+1} = sprintf('column%d', col); + end end stimItem.dataLabels = stimLabels; end diff --git a/+pf2/+import/importHitachiMES.m b/+pf2/+import/importHitachiMES.m index f4ac3ff3..527e72e4 100644 --- a/+pf2/+import/importHitachiMES.m +++ b/+pf2/+import/importHitachiMES.m @@ -31,7 +31,7 @@ % .raw - Raw intensity data [T x C double] % .time - Time vector in seconds [T x 1 double] % .fs - Sampling frequency in Hz [double] -% .markers - Event markers [M x 3: time, value, index] +% .markers - Event markers [M x 4: time, value, index, amplitude] % .fchMask - Channel quality mask [1 x C: 1=good, 0=bad] % .info - Metadata structure containing: % .MESheader - Raw header fields @@ -263,6 +263,7 @@ fNIR.markers=[fNIR.time(mrkIdx),hMES(mrkIdx,markCol),mrkIdx]; +fNIR.markers = pf2_base.normalizeMarkers(fNIR.markers); fNIR.info.MESheader=header; fNIR.info.chWavelengths=chWavelengths; diff --git a/+pf2/+import/importNIR.m b/+pf2/+import/importNIR.m index ebbf23f0..d81db31c 100644 --- a/+pf2/+import/importNIR.m +++ b/+pf2/+import/importNIR.m @@ -32,7 +32,7 @@ % .time [T x 1] - Time vector in seconds % .fs - Sampling frequency in Hz % .fchMask [1 x C] - Channel validity mask (1=good, 0=bad) -% .markers [M x 3] - Event markers (time, code, duration) +% .markers [M x 4] - Event markers (time, code, duration, amplitude) % .info - Metadata structure: % .header - File header information % .mrkheaders - Marker file headers @@ -446,6 +446,7 @@ else fNIR.markers=[]; end +fNIR.markers = pf2_base.normalizeMarkers(fNIR.markers); fNIR.info=[]; diff --git a/+pf2/+import/importNIRX.m b/+pf2/+import/importNIRX.m index d17b24c9..7ca78573 100644 --- a/+pf2/+import/importNIRX.m +++ b/+pf2/+import/importNIRX.m @@ -177,6 +177,7 @@ end [~,sortIdx]=sort(mrk(:,1)); fNIR.markers=mrk(sortIdx,:); + fNIR.markers = pf2_base.normalizeMarkers(fNIR.markers); fNIR.Aux.NIRx=probeInfo.aux; end diff --git a/+pf2/+import/importSNIRF.m b/+pf2/+import/importSNIRF.m index ffa3c778..49bac49a 100644 --- a/+pf2/+import/importSNIRF.m +++ b/+pf2/+import/importSNIRF.m @@ -31,7 +31,7 @@ % .raw - Raw intensity data [T x C double] % .time - Time vector in seconds [T x 1 double] % .fs - Sampling frequency in Hz [double] -% .markers - Event markers [M x 3: time, value, duration] +% .markers - Event markers [M x 4: time, value, duration, amplitude] % .fchMask - Channel quality mask [1 x C: 1=good, 0=bad] % .info - Metadata from SNIRF metaDataTags % .t0 - Recording start datetime (if available) @@ -108,11 +108,15 @@ continue; end - % Standard SNIRF stim data is [starttime, duration, value] - % We want [time, value, duration] for fNIR format + % Standard SNIRF stim data is [starttime, duration, value, ...] + % We want [time, value, duration, ...] for fNIR format if size(curStim.data, 2) >= 3 - % Reorder columns to match fNIR format [time, value, duration] + % Reorder first 3 columns to match fNIR format [time, value, duration] curMarkerData = curStim.data(:, [1, 3, 2]); + % Carry through extra columns (e.g., amplitude) + if size(curStim.data, 2) > 3 + curMarkerData = [curMarkerData, curStim.data(:, 4:end)]; + end % Add stimulus name as a column if needed if isfield(curStim, 'name') && ~isempty(curStim.name) @@ -139,6 +143,12 @@ else fNIR.markers = []; end +fNIR.markers = pf2_base.normalizeMarkers(fNIR.markers); + +% Load BIDS events.tsv sidecar if markers are empty and file exists +if isempty(fNIR.markers) || size(fNIR.markers, 1) == 0 + fNIR.markers = loadBIDSevents(filepath); +end % Extract nirs nirs = data.nirs; @@ -154,6 +164,24 @@ % Convert measurement list to table for easier handling measurementList = struct2table(data.measurementList); +% Add dataTypeLabel column if not present (some SNIRF files use numeric dataType only) +if ~ismember('dataTypeLabel', measurementList.Properties.VariableNames) + nML = height(measurementList); + labels = repmat({''}, nML, 1); + if ismember('dataType', measurementList.Properties.VariableNames) + % SNIRF spec: dataType=1 → CW amplitude (raw intensity) + for mi = 1:nML + switch measurementList.dataType(mi) + case 1, labels{mi} = 'CW_amplitude'; + case 51, labels{mi} = 'raw-DC'; + case 99999, labels{mi} = 'processed'; + otherwise, labels{mi} = sprintf('type_%d', measurementList.dataType(mi)); + end + end + end + measurementList.dataTypeLabel = labels; +end + % Handle normalized data if isfield(metaDataTags, 'Normalized') && ... (strcmpi(metaDataTags.Normalized, '1') || strcmpi(metaDataTags.Normalized, 'true')) @@ -177,12 +205,8 @@ % Handle time data if isfield(data, 'time') - if size(data.time, 1) > size(data.time, 2) - % Ensure time is a row vector - fNIR.time = data.time'; - else - fNIR.time = data.time; - end + % Ensure time is a column vector [T x 1] + fNIR.time = data.time(:); % Calculate sampling rate from time data fNIR.fs = 1/nanmedian(diff(fNIR.time)); @@ -206,13 +230,24 @@ % Get probe information probeInfo = nirs.probe; -% Handle length unit conversion if needed -if strcmp(metaDataTags.LengthUnit, 'cm') - % Convert from cm to mm for consistent internal representation - probeInfo.detectorPos3D = probeInfo.detectorPos3D * 10; - probeInfo.sourcePos3D = probeInfo.sourcePos3D * 10; - if isfield(probeInfo, 'landmarkPos3D') - probeInfo.landmarkPos3D = probeInfo.landmarkPos3D * 10; +% Handle length unit conversion if needed (convert to mm internally) +if isfield(metaDataTags, 'LengthUnit') + switch lower(metaDataTags.LengthUnit) + case 'm' + scaleFactor = 1000; + case 'cm' + scaleFactor = 10; + case 'mm' + scaleFactor = 1; + otherwise + scaleFactor = 1; + end + if scaleFactor ~= 1 + probeInfo.detectorPos3D = probeInfo.detectorPos3D * scaleFactor; + probeInfo.sourcePos3D = probeInfo.sourcePos3D * scaleFactor; + if isfield(probeInfo, 'landmarkPos3D') + probeInfo.landmarkPos3D = probeInfo.landmarkPos3D * scaleFactor; + end end end @@ -377,10 +412,18 @@ % Get source and detector positions srcXYZ = probeInfo.sourcePos3D; - srcXYZ_2d = probeInfo.sourcePos2D; - + if isfield(probeInfo, 'sourcePos2D') + srcXYZ_2d = probeInfo.sourcePos2D; + else + srcXYZ_2d = srcXYZ(:, 1:2); % Project to XY plane + end + detXYZ = probeInfo.detectorPos3D; - detXYZ_2d = probeInfo.detectorPos2D; + if isfield(probeInfo, 'detectorPos2D') + detXYZ_2d = probeInfo.detectorPos2D; + else + detXYZ_2d = detXYZ(:, 1:2); % Project to XY plane + end % Store positions device.Probe{p}.SrcPosX = srcXYZ(:, 1); @@ -546,18 +589,19 @@ device.Probe{p}.probeNum = 1; device.Probe{p}.wvI = reshape(measurementList.('wavelengthIndex'), [1, height(measurementList)]); device.Probe{p}.ChannelNumbers = uPairIdx'; - device.Probe{p}.ChannelList = 1:numCh; + uniqueChannels = unique(device.Probe{p}.ChannelNumbers); + device.Probe{p}.ChannelList = uniqueChannels(uniqueChannels > 0); device.Probe{p}.Wavelength = probeInfo.wavelengths(:)'; - device.Info.NumberChannels = device.Info.NumberChannels + numCh; + device.Info.NumberChannels = device.Info.NumberChannels + length(device.Probe{p}.ChannelList); - % Map wavelengths to channels - for c = 1:numCh - device.Probe{p}.TableOpt.Ch(c, :) = (find(device.Probe{p}.ChannelNumbers == device.Probe{p}.ChannelList(c))); - wvIdxToMatch = device.Probe{p}.wvI(device.Probe{p}.TableOpt.Ch(c, :)); + % Map wavelengths to channels (variable width per optode) + for c = 1:length(device.Probe{p}.ChannelList) + chIdxMatch = find(device.Probe{p}.ChannelNumbers == device.Probe{p}.ChannelList(c)); + device.Probe{p}.TableOpt.Ch(c, 1:length(chIdxMatch)) = chIdxMatch; + wvIdxToMatch = device.Probe{p}.wvI(chIdxMatch); if ~any(isnan(wvIdxToMatch)) - device.Probe{p}.TableOpt.wv(c, :) = device.Probe{p}.Wavelength(wvIdxToMatch); + device.Probe{p}.TableOpt.wv(c, 1:length(chIdxMatch)) = device.Probe{p}.Wavelength(wvIdxToMatch); end - device.Probe{p}.TableOpt.Label{c} = sprintf('Ch%i', device.Probe{p}.ChannelList(c)); end @@ -565,12 +609,21 @@ if buildProbeLayout if isfield(device.Probe{p}, 'OptPosX') && isfield(device.Probe{p}, 'OptPosY') if includeSSchannels - device.Probe{p}.OptLayout2D_ss = pf2_base.fitProbe2D(device.Probe{p}.OptPosX, device.Probe{p}.OptPosY, device.Probe{p}.OptPosZ); + try + device.Probe{p}.OptLayout2D_ss = pf2_base.fitProbe2D(device.Probe{p}.OptPosX, device.Probe{p}.OptPosY, device.Probe{p}.OptPosZ); + catch + device.Probe{p}.OptLayout2D_ss = setUpFalse2D(device.Probe{p}.NumOptodes); + end + end + + try + device.Probe{p}.OptLayout2D = pf2_base.fitProbe2D(device.Probe{p}.OptPosX(~device.Probe{p}.IsShortSeparation), ... + device.Probe{p}.OptPosY(~device.Probe{p}.IsShortSeparation), ... + device.Probe{p}.OptPosZ(~device.Probe{p}.IsShortSeparation)); + catch + nLong = sum(~device.Probe{p}.IsShortSeparation); + device.Probe{p}.OptLayout2D = setUpFalse2D(nLong); end - - device.Probe{p}.OptLayout2D = pf2_base.fitProbe2D(device.Probe{p}.OptPosX(~device.Probe{p}.IsShortSeparation), ... - device.Probe{p}.OptPosY(~device.Probe{p}.IsShortSeparation), ... - device.Probe{p}.OptPosZ(~device.Probe{p}.IsShortSeparation)); else warning('buildProbeLayout option selected, but not enough information to generate Optode locations'); device.Probe{p}.OptLayout2D = setUpFalse2D(device.Probe{p}.NumOptodes); @@ -622,8 +675,8 @@ end end -% Set channel quality mask (all good by default) -fNIR.fchMask = ones(1, numCh); +% Set channel quality mask (one per optode pair, all good by default) +fNIR.fchMask = ones(1, device.Info.NumberChannels); % Save probe info @@ -711,16 +764,92 @@ function outStruct = stripStruct(structObj) % Clean up metadata structure by removing null characters and whitespace fieldsInStruct = fields(structObj); - + outStruct = structObj; - + for f = 1:length(fieldsInStruct) temp = structObj.(fieldsInStruct{f}); - + % Only process character/string data if ischar(temp) || isstring(temp) % Remove null characters and trim whitespace outStruct.(fieldsInStruct{f}) = strtrim(strrep(reshape(temp, [1, length(temp)]), char(0), '')); end end +end + +function markers = loadBIDSevents(snirfPath) +% LOADBIDSEVENTS Load markers from BIDS events.tsv sidecar file +% +% Looks for a companion _events.tsv file alongside the SNIRF file +% following BIDS naming conventions. Parses onset, duration, trial_type, +% and value columns into the pf2 marker format [time, value, duration, amplitude]. +% +% Inputs: +% snirfPath - Full path to the SNIRF file +% +% Outputs: +% markers - Marker array [M x 4] or empty [] + +markers = []; + +[parentDir, baseName, ~] = fileparts(snirfPath); + +% BIDS convention: replace _nirs.snirf with _events.tsv +eventsName = regexprep(baseName, '_nirs$', '_events.tsv'); +eventsFile = fullfile(parentDir, eventsName); + +if ~isfile(eventsFile) + % Try without the _nirs suffix + eventsFile = fullfile(parentDir, [baseName '_events.tsv']); +end + +if ~isfile(eventsFile) + return; +end + +try + eventsTable = readtable(eventsFile, 'FileType', 'text', 'Delimiter', '\t'); + + if ~ismember('onset', eventsTable.Properties.VariableNames) + return; + end + + onsets = eventsTable.onset; + nEvents = length(onsets); + durations = zeros(nEvents, 1); + values = ones(nEvents, 1); + + % Duration column + if ismember('duration', eventsTable.Properties.VariableNames) + durations = eventsTable.duration; + end + + % Value column (numeric codes) + if ismember('value', eventsTable.Properties.VariableNames) + if isnumeric(eventsTable.value) + values = eventsTable.value; + end + end + + % If no numeric values, map trial_type strings to codes + if all(values == 1) && ismember('trial_type', eventsTable.Properties.VariableNames) + types = eventsTable.trial_type; + if iscell(types) || isstring(types) + [uniqueTypes, ~, typeIdx] = unique(types); + values = typeIdx; + fprintf('BIDS events: mapped %d trial types from %s\n', ... + length(uniqueTypes), eventsFile); + for t = 1:length(uniqueTypes) + fprintf(' %s = %d\n', uniqueTypes{t}, t); + end + end + end + + markers = pf2_base.normalizeMarkers([onsets, values, durations, ones(nEvents, 1)]); + +catch e + fprintf('Warning: failed to load BIDS events from %s: %s\n', eventsFile, e.message); +end + end \ No newline at end of file diff --git a/+pf2/+methods/+oxy/Contents.m b/+pf2/+methods/+oxy/Contents.m index 90fef34a..53ac118e 100644 --- a/+pf2/+methods/+oxy/Contents.m +++ b/+pf2/+methods/+oxy/Contents.m @@ -20,6 +20,16 @@ % CLI Method Creation: % create - Create new method programmatically (no GUI) % addFunction - Add processing function to existing method +% editFunction - Modify a function in a method by position +% removeFunction - Remove processing function from method by position +% delete - Delete an entire method permanently +% +% Method Sharing: +% exportMethod - Export method to portable JSON file +% importMethod - Import method from JSON file +% +% Validation: +% pf2.methods.validateFunction - Validate function configuration % % Example: % % List methods diff --git a/+pf2/+methods/+oxy/create.m b/+pf2/+methods/+oxy/create.m index 7662136e..ff0f94ec 100644 --- a/+pf2/+methods/+oxy/create.m +++ b/+pf2/+methods/+oxy/create.m @@ -86,6 +86,7 @@ function create(methodName, varargin) % Ensure required fields exist if ~isfield(func, 'args'), func.args = {}; end if ~isfield(func, 'argvals'), func.argvals = {}; end + if ~isfield(func, 'default_argvals'), func.default_argvals = func.argvals; end if ~isfield(func, 'output'), func.output = 'x'; end % Store function @@ -123,6 +124,7 @@ function create(methodName, varargin) function myMethods = unpackMethodsLocal(myMethods) % Local copy of unpackMethods to avoid dependency on GUI +% Handles struct arrays created by INI round-tripping of cell array fields for i = 1:length(myMethods.cfg.Sections) x = myMethods.cfg.(myMethods.cfg.Sections{i}); @@ -142,6 +144,33 @@ function create(methodName, varargin) end end + % Handle struct arrays created by INI cell-array distribution + for idx = 1:length(x.F) + Fidx = x.F{idx}; + if isstruct(Fidx) && length(Fidx) > 1 + F_fixed.f = Fidx(1).f; + F_fixed.args = cell(1, length(Fidx)); + F_fixed.argvals = cell(1, length(Fidx)); + F_fixed.default_argvals = cell(1, length(Fidx)); + F_fixed.output = cell(1, length(Fidx)); + for k = 1:length(Fidx) + F_fixed.args{k} = Fidx(k).args; + F_fixed.argvals{k} = Fidx(k).argvals; + if isfield(Fidx, 'default_argvals') + F_fixed.default_argvals{k} = Fidx(k).default_argvals; + else + F_fixed.default_argvals{k} = Fidx(k).argvals; + end + if isfield(Fidx, 'output') + F_fixed.output{k} = Fidx(k).output; + else + F_fixed.output{k} = 'x'; + end + end + x.F{idx} = F_fixed; + end + end + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; end diff --git a/+pf2/+methods/+oxy/delete.m b/+pf2/+methods/+oxy/delete.m new file mode 100644 index 00000000..ff0b088d --- /dev/null +++ b/+pf2/+methods/+oxy/delete.m @@ -0,0 +1,83 @@ +function delete(methodName) +% DELETE Delete an entire oxy processing method permanently +% +% Removes an oxy processing method from the configuration file. This +% action cannot be undone. +% +% Syntax: +% pf2.methods.oxy.delete(methodName) +% +% Inputs: +% methodName - Name of the method to delete +% +% Example: +% % Delete a method +% pf2.methods.oxy.delete('myMethod'); +% +% % Verify deletion +% pf2.methods.oxy.list(); +% +% See also: pf2.methods.oxy.create, pf2.methods.oxy.removeFunction, +% pf2.methods.oxy.list, pf2.methods.raw.delete + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Reject reserved name +if strcmpi(methodName, 'None') + error('pf2:ReservedName', '''None'' is a reserved method and cannot be deleted.'); +end + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myOxyMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.oxy.list() to see available methods.', ... + methodName); +end + +% Remove from config +PF2.myOxyMethods.cfg.remove(methodName); + +% Save to disk +PF2.myOxyMethods.cfg.write(); + +% Reload methods +PF2.myOxyMethods = unpackMethodsLocal(PF2.myOxyMethods); + +fprintf('Deleted oxy method: %s\n', methodName); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+oxy/editFunction.m b/+pf2/+methods/+oxy/editFunction.m new file mode 100644 index 00000000..8779c0d1 --- /dev/null +++ b/+pf2/+methods/+oxy/editFunction.m @@ -0,0 +1,152 @@ +function editFunction(methodName, position, varargin) +% EDITFUNCTION Modify a processing function in an oxy method by position +% +% Modifies properties of an existing function in an oxy processing method +% pipeline without removing and re-adding it. +% +% Syntax: +% pf2.methods.oxy.editFunction(methodName, position, 'Property', value) +% +% Inputs: +% methodName - Name of the existing method to modify +% position - Position of the function to edit (1-based index) +% +% Options (Name-Value): +% 'funcName' - Replace the function name (e.g., 'pf2_lpf') +% 'args' - Replace argument names (cell array) +% 'argvals' - Replace argument values (cell array) +% 'Output' - Replace output variable name +% +% Example: +% % Change argument values +% pf2.methods.oxy.editFunction('myMethod', 2, 'argvals', {'x', 'fs', 0.1}); +% +% % Change output variable +% pf2.methods.oxy.editFunction('myMethod', 2, 'Output', 'fchMask'); +% +% % Replace the function entirely +% pf2.methods.oxy.editFunction('myMethod', 2, 'funcName', 'pf2_lpf', ... +% 'args', {'x','fs','cutoff'}, 'argvals', {'x','fs',0.1}); +% +% See also: pf2.methods.oxy.addFunction, pf2.methods.oxy.removeFunction, +% pf2.methods.oxy.describeMethod, pf2.methods.raw.editFunction + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addRequired(p, 'position', @(x) isnumeric(x) && isscalar(x) && x > 0 && x == floor(x)); +addParameter(p, 'funcName', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'args', {}, @iscell); +addParameter(p, 'argvals', {}, @iscell); +addParameter(p, 'Output', '', @(x) ischar(x) || isstring(x)); +parse(p, methodName, position, varargin{:}); + +methodName = pf2_base.cleanNameForINI(p.Results.methodName); +position = p.Results.position; + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myOxyMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.oxy.list() to see available methods.', ... + methodName); +end + +% Get current method +method = PF2.myOxyMethods.cfg.(methodName); +if ~isfield(method, 'F') || isempty(method.F) + error('pf2:EmptyMethod', 'Method ''%s'' has no functions to edit.', methodName); +end + +% Validate position +numFuncs = length(method.F); +if position > numFuncs + error('pf2:InvalidPosition', ... + 'Position %d is out of range. Method ''%s'' has %d function(s).', ... + position, methodName, numFuncs); +end + +% Apply edits +curFunc = method.F{position}; +changes = {}; + +if ~isempty(p.Results.funcName) + curFunc.f = p.Results.funcName; + changes{end+1} = 'funcName'; +end + +if ~ismember('args', p.UsingDefaults) + curFunc.args = p.Results.args; + changes{end+1} = 'args'; +end + +if ~ismember('argvals', p.UsingDefaults) + curFunc.argvals = p.Results.argvals; + changes{end+1} = 'argvals'; +end + +if ~isempty(p.Results.Output) + curFunc.output = p.Results.Output; + changes{end+1} = 'Output'; +end + +if isempty(changes) + fprintf('No changes specified for %s position %d\n', methodName, position); + return; +end + +% Update function +method.F{position} = curFunc; + +% Repack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myOxyMethods.cfg.remove(methodName); +PF2.myOxyMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myOxyMethods.cfg.write(); + +% Reload methods +PF2.myOxyMethods = unpackMethodsLocal(PF2.myOxyMethods); + +fprintf('Edited %s position %d: changed %s\n', methodName, position, strjoin(changes, ', ')); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+oxy/exportMethod.m b/+pf2/+methods/+oxy/exportMethod.m new file mode 100644 index 00000000..adbaab2b --- /dev/null +++ b/+pf2/+methods/+oxy/exportMethod.m @@ -0,0 +1,76 @@ +function exportMethod(methodName, filePath) +% EXPORTMETHOD Export an oxy processing method to a JSON file +% +% Saves an oxy processing method as a portable JSON file that can be +% shared with collaborators or imported into other installations. +% +% Syntax: +% pf2.methods.oxy.exportMethod(methodName, filePath) +% +% Inputs: +% methodName - Name of the method to export +% filePath - Output file path (should end in .json) +% +% Example: +% pf2.methods.oxy.exportMethod('takizawa_easy', '/path/to/method.json'); +% +% See also: pf2.methods.oxy.importMethod, pf2.methods.raw.exportMethod, +% pf2.methods.oxy.describeMethod + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +validateattributes(filePath, {'char', 'string'}, {'scalartext'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myOxyMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.oxy.list() to see available methods.', ... + methodName); +end + +% Get method +method = PF2.myOxyMethods.cfg.(methodName); + +% Build JSON structure +jsonStruct = struct(); +jsonStruct.name = methodName; +jsonStruct.version = '1.0'; +jsonStruct.type = 'oxy'; +jsonStruct.created = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); +jsonStruct.functions = {}; + +if isfield(method, 'F') + for i = 1:length(method.F) + func = method.F{i}; + funcStruct = struct(); + funcStruct.f = func.f; + funcStruct.args = func.args; + funcStruct.argvals = func.argvals; + if isfield(func, 'output') + funcStruct.output = func.output; + else + funcStruct.output = 'x'; + end + jsonStruct.functions{end+1} = funcStruct; + end +end + +% Write JSON +jsonText = jsonencode(jsonStruct, 'PrettyPrint', true); +fid = fopen(filePath, 'w'); +if fid == -1 + error('pf2:FileWriteError', 'Cannot open file for writing: %s', filePath); +end +fwrite(fid, jsonText, 'char'); +fclose(fid); + +fprintf('Exported oxy method ''%s'' to %s\n', methodName, filePath); + +end diff --git a/+pf2/+methods/+oxy/importMethod.m b/+pf2/+methods/+oxy/importMethod.m new file mode 100644 index 00000000..c6e65d8c --- /dev/null +++ b/+pf2/+methods/+oxy/importMethod.m @@ -0,0 +1,140 @@ +function importMethod(filePath, varargin) +% IMPORTMETHOD Import an oxy processing method from a JSON file +% +% Loads an oxy processing method from a portable JSON file exported by +% exportMethod. Creates the method in the current installation. +% +% Syntax: +% pf2.methods.oxy.importMethod(filePath) +% pf2.methods.oxy.importMethod(filePath, 'Replace', true) +% +% Inputs: +% filePath - Path to the JSON method file +% +% Options (Name-Value): +% 'Replace' - If true, replace existing method with same name (default: false) +% +% Example: +% pf2.methods.oxy.importMethod('/path/to/method.json'); +% pf2.methods.oxy.importMethod('/path/to/method.json', 'Replace', true); +% +% See also: pf2.methods.oxy.exportMethod, pf2.methods.raw.importMethod, +% pf2.methods.oxy.create + +% Parse inputs +p = inputParser; +addRequired(p, 'filePath', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Replace', false, @islogical); +parse(p, filePath, varargin{:}); + +replaceExisting = p.Results.Replace; + +% Read JSON file +if ~isfile(filePath) + error('pf2:FileNotFound', 'File not found: %s', filePath); +end + +fid = fopen(filePath, 'r'); +if fid == -1 + error('pf2:FileReadError', 'Cannot open file for reading: %s', filePath); +end +jsonText = fread(fid, '*char')'; +fclose(fid); + +% Parse JSON +jsonStruct = jsondecode(jsonText); + +% Validate type +if isfield(jsonStruct, 'type') && ~strcmp(jsonStruct.type, 'oxy') + error('pf2:TypeMismatch', ... + 'Method type is ''%s'', expected ''oxy''. Use pf2.methods.raw.importMethod for raw methods.', ... + jsonStruct.type); +end + +% Validate required fields +if ~isfield(jsonStruct, 'name') + error('pf2:InvalidFormat', 'JSON file missing required ''name'' field.'); +end + +methodName = jsonStruct.name; + +% Convert functions from JSON format to cell array of structs +functions = {}; +if isfield(jsonStruct, 'functions') + funcs = jsonStruct.functions; + if isstruct(funcs) + % jsondecode converts arrays of objects to struct arrays + for i = 1:length(funcs) + func = struct(); + func.f = funcs(i).f; + func.args = convertToCell(funcs(i).args); + func.argvals = convertArgvals(funcs(i).argvals); + if isfield(funcs(i), 'output') + func.output = funcs(i).output; + else + func.output = 'x'; + end + functions{end+1} = func; %#ok + end + elseif iscell(funcs) + for i = 1:length(funcs) + f = funcs{i}; + func = struct(); + func.f = f.f; + func.args = convertToCell(f.args); + func.argvals = convertArgvals(f.argvals); + if isfield(f, 'output') + func.output = f.output; + else + func.output = 'x'; + end + functions{end+1} = func; %#ok + end + end +end + +% Create method using existing create function +pf2.methods.oxy.create(methodName, functions, 'Replace', replaceExisting); + +fprintf('Imported oxy method ''%s'' from %s (%d functions)\n', ... + methodName, filePath, length(functions)); + +end + + +function out = convertToCell(val) +% Convert jsondecode output to cell array of strings +if ischar(val) || isstring(val) + out = {char(val)}; +elseif iscell(val) + out = cellfun(@char, val, 'UniformOutput', false); +elseif isstring(val) && ~isscalar(val) + out = cellstr(val); +else + out = {val}; +end +end + + +function out = convertArgvals(val) +% Convert argvals, preserving numeric values +if ischar(val) || (isstring(val) && isscalar(val)) + out = {char(val)}; +elseif iscell(val) + out = cell(size(val)); + for i = 1:numel(val) + v = val{i}; + if ischar(v) || isstring(v) + out{i} = char(v); + else + out{i} = v; + end + end +elseif isnumeric(val) + out = num2cell(val); +elseif isstring(val) && ~isscalar(val) + out = cellstr(val); +else + out = {val}; +end +end diff --git a/+pf2/+methods/+oxy/removeFunction.m b/+pf2/+methods/+oxy/removeFunction.m new file mode 100644 index 00000000..33ecf4be --- /dev/null +++ b/+pf2/+methods/+oxy/removeFunction.m @@ -0,0 +1,109 @@ +function removeFunction(methodName, position) +% REMOVEFUNCTION Remove a processing function from an oxy method by position +% +% Removes the function at the specified position from an existing oxy +% processing method pipeline. +% +% Syntax: +% pf2.methods.oxy.removeFunction(methodName, position) +% +% Inputs: +% methodName - Name of the existing method to modify +% position - Position of the function to remove (1-based index) +% +% Example: +% % Remove the first function from a method +% pf2.methods.oxy.removeFunction('myMethod', 1); +% +% % View method, then remove last function +% pf2.methods.oxy.describeMethod('myMethod'); +% pf2.methods.oxy.removeFunction('myMethod', 2); +% +% See also: pf2.methods.oxy.addFunction, pf2.methods.oxy.delete, +% pf2.methods.oxy.describeMethod, pf2.methods.raw.removeFunction + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +validateattributes(position, {'numeric'}, {'scalar', 'positive', 'integer'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myOxyMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myOxyMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.oxy.list() to see available methods.', ... + methodName); +end + +% Get current method +method = PF2.myOxyMethods.cfg.(methodName); +if ~isfield(method, 'F') || isempty(method.F) + error('pf2:EmptyMethod', 'Method ''%s'' has no functions to remove.', methodName); +end + +% Validate position +numFuncs = length(method.F); +if position > numFuncs + error('pf2:InvalidPosition', ... + 'Position %d is out of range. Method ''%s'' has %d function(s).', ... + position, methodName, numFuncs); +end + +% Get function name for display +removedName = method.F{position}.f; + +% Remove function at position +method.F(position) = []; + +% Repack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myOxyMethods.cfg.remove(methodName); +PF2.myOxyMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myOxyMethods.cfg.write(); + +% Reload methods +PF2.myOxyMethods = unpackMethodsLocal(PF2.myOxyMethods); + +fprintf('Removed %s from %s (was at position %d)\n', removedName, methodName, position); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+raw/Contents.m b/+pf2/+methods/+raw/Contents.m index 8ddba5d3..b03b052a 100644 --- a/+pf2/+methods/+raw/Contents.m +++ b/+pf2/+methods/+raw/Contents.m @@ -19,6 +19,16 @@ % CLI Method Creation: % create - Create new method programmatically (no GUI) % addFunction - Add processing function to existing method +% editFunction - Modify a function in a method by position +% removeFunction - Remove processing function from method by position +% delete - Delete an entire method permanently +% +% Method Sharing: +% exportMethod - Export method to portable JSON file +% importMethod - Import method from JSON file +% +% Validation: +% pf2.methods.validateFunction - Validate function configuration % % Example: % % List methods diff --git a/+pf2/+methods/+raw/create.m b/+pf2/+methods/+raw/create.m index e62402f6..d404f832 100644 --- a/+pf2/+methods/+raw/create.m +++ b/+pf2/+methods/+raw/create.m @@ -93,6 +93,7 @@ function create(methodName, varargin) % Ensure required fields exist if ~isfield(func, 'args'), func.args = {}; end if ~isfield(func, 'argvals'), func.argvals = {}; end + if ~isfield(func, 'default_argvals'), func.default_argvals = func.argvals; end if ~isfield(func, 'output'), func.output = 'x'; end % Store function @@ -130,6 +131,7 @@ function create(methodName, varargin) function myMethods = unpackMethodsLocal(myMethods) % Local copy of unpackMethods to avoid dependency on GUI +% Handles struct arrays created by INI round-tripping of cell array fields for i = 1:length(myMethods.cfg.Sections) x = myMethods.cfg.(myMethods.cfg.Sections{i}); @@ -149,6 +151,33 @@ function create(methodName, varargin) end end + % Handle struct arrays created by INI cell-array distribution + for idx = 1:length(x.F) + Fidx = x.F{idx}; + if isstruct(Fidx) && length(Fidx) > 1 + F_fixed.f = Fidx(1).f; + F_fixed.args = cell(1, length(Fidx)); + F_fixed.argvals = cell(1, length(Fidx)); + F_fixed.default_argvals = cell(1, length(Fidx)); + F_fixed.output = cell(1, length(Fidx)); + for k = 1:length(Fidx) + F_fixed.args{k} = Fidx(k).args; + F_fixed.argvals{k} = Fidx(k).argvals; + if isfield(Fidx, 'default_argvals') + F_fixed.default_argvals{k} = Fidx(k).default_argvals; + else + F_fixed.default_argvals{k} = Fidx(k).argvals; + end + if isfield(Fidx, 'output') + F_fixed.output{k} = Fidx(k).output; + else + F_fixed.output{k} = 'x'; + end + end + x.F{idx} = F_fixed; + end + end + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; end diff --git a/+pf2/+methods/+raw/delete.m b/+pf2/+methods/+raw/delete.m new file mode 100644 index 00000000..c62a9ec3 --- /dev/null +++ b/+pf2/+methods/+raw/delete.m @@ -0,0 +1,83 @@ +function delete(methodName) +% DELETE Delete an entire raw processing method permanently +% +% Removes a raw processing method from the configuration file. This +% action cannot be undone. +% +% Syntax: +% pf2.methods.raw.delete(methodName) +% +% Inputs: +% methodName - Name of the method to delete +% +% Example: +% % Delete a method +% pf2.methods.raw.delete('myMethod'); +% +% % Verify deletion +% pf2.methods.raw.list(); +% +% See also: pf2.methods.raw.create, pf2.methods.raw.removeFunction, +% pf2.methods.raw.list, pf2.methods.oxy.delete + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Reject reserved name +if strcmpi(methodName, 'None') + error('pf2:ReservedName', '''None'' is a reserved method and cannot be deleted.'); +end + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myRawMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.raw.list() to see available methods.', ... + methodName); +end + +% Remove from config +PF2.myRawMethods.cfg.remove(methodName); + +% Save to disk +PF2.myRawMethods.cfg.write(); + +% Reload methods +PF2.myRawMethods = unpackMethodsLocal(PF2.myRawMethods); + +fprintf('Deleted raw method: %s\n', methodName); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+raw/editFunction.m b/+pf2/+methods/+raw/editFunction.m new file mode 100644 index 00000000..628b5003 --- /dev/null +++ b/+pf2/+methods/+raw/editFunction.m @@ -0,0 +1,152 @@ +function editFunction(methodName, position, varargin) +% EDITFUNCTION Modify a processing function in a raw method by position +% +% Modifies properties of an existing function in a raw processing method +% pipeline without removing and re-adding it. +% +% Syntax: +% pf2.methods.raw.editFunction(methodName, position, 'Property', value) +% +% Inputs: +% methodName - Name of the existing method to modify +% position - Position of the function to edit (1-based index) +% +% Options (Name-Value): +% 'funcName' - Replace the function name (e.g., 'pf2_hpf') +% 'args' - Replace argument names (cell array) +% 'argvals' - Replace argument values (cell array) +% 'Output' - Replace output variable name +% +% Example: +% % Change argument values +% pf2.methods.raw.editFunction('myMethod', 2, 'argvals', {'x', 'fs', 0.3}); +% +% % Change output variable +% pf2.methods.raw.editFunction('myMethod', 2, 'Output', 'fchMask'); +% +% % Replace the function entirely +% pf2.methods.raw.editFunction('myMethod', 2, 'funcName', 'pf2_hpf', ... +% 'args', {'x','fs','cutoff'}, 'argvals', {'x','fs',0.01}); +% +% See also: pf2.methods.raw.addFunction, pf2.methods.raw.removeFunction, +% pf2.methods.raw.describeMethod, pf2.methods.oxy.editFunction + +% Parse inputs +p = inputParser; +addRequired(p, 'methodName', @(x) ischar(x) || isstring(x)); +addRequired(p, 'position', @(x) isnumeric(x) && isscalar(x) && x > 0 && x == floor(x)); +addParameter(p, 'funcName', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'args', {}, @iscell); +addParameter(p, 'argvals', {}, @iscell); +addParameter(p, 'Output', '', @(x) ischar(x) || isstring(x)); +parse(p, methodName, position, varargin{:}); + +methodName = pf2_base.cleanNameForINI(p.Results.methodName); +position = p.Results.position; + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myRawMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.raw.list() to see available methods.', ... + methodName); +end + +% Get current method +method = PF2.myRawMethods.cfg.(methodName); +if ~isfield(method, 'F') || isempty(method.F) + error('pf2:EmptyMethod', 'Method ''%s'' has no functions to edit.', methodName); +end + +% Validate position +numFuncs = length(method.F); +if position > numFuncs + error('pf2:InvalidPosition', ... + 'Position %d is out of range. Method ''%s'' has %d function(s).', ... + position, methodName, numFuncs); +end + +% Apply edits +curFunc = method.F{position}; +changes = {}; + +if ~isempty(p.Results.funcName) + curFunc.f = p.Results.funcName; + changes{end+1} = 'funcName'; +end + +if ~ismember('args', p.UsingDefaults) + curFunc.args = p.Results.args; + changes{end+1} = 'args'; +end + +if ~ismember('argvals', p.UsingDefaults) + curFunc.argvals = p.Results.argvals; + changes{end+1} = 'argvals'; +end + +if ~isempty(p.Results.Output) + curFunc.output = p.Results.Output; + changes{end+1} = 'Output'; +end + +if isempty(changes) + fprintf('No changes specified for %s position %d\n', methodName, position); + return; +end + +% Update function +method.F{position} = curFunc; + +% Repack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myRawMethods.cfg.remove(methodName); +PF2.myRawMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myRawMethods.cfg.write(); + +% Reload methods +PF2.myRawMethods = unpackMethodsLocal(PF2.myRawMethods); + +fprintf('Edited %s position %d: changed %s\n', methodName, position, strjoin(changes, ', ')); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/+raw/exportMethod.m b/+pf2/+methods/+raw/exportMethod.m new file mode 100644 index 00000000..5a0c2633 --- /dev/null +++ b/+pf2/+methods/+raw/exportMethod.m @@ -0,0 +1,76 @@ +function exportMethod(methodName, filePath) +% EXPORTMETHOD Export a raw processing method to a JSON file +% +% Saves a raw processing method as a portable JSON file that can be +% shared with collaborators or imported into other installations. +% +% Syntax: +% pf2.methods.raw.exportMethod(methodName, filePath) +% +% Inputs: +% methodName - Name of the method to export +% filePath - Output file path (should end in .json) +% +% Example: +% pf2.methods.raw.exportMethod('x2_lpf_smar', '/path/to/method.json'); +% +% See also: pf2.methods.raw.importMethod, pf2.methods.oxy.exportMethod, +% pf2.methods.raw.describeMethod + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +validateattributes(filePath, {'char', 'string'}, {'scalartext'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myRawMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.raw.list() to see available methods.', ... + methodName); +end + +% Get method +method = PF2.myRawMethods.cfg.(methodName); + +% Build JSON structure +jsonStruct = struct(); +jsonStruct.name = methodName; +jsonStruct.version = '1.0'; +jsonStruct.type = 'raw'; +jsonStruct.created = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); +jsonStruct.functions = {}; + +if isfield(method, 'F') + for i = 1:length(method.F) + func = method.F{i}; + funcStruct = struct(); + funcStruct.f = func.f; + funcStruct.args = func.args; + funcStruct.argvals = func.argvals; + if isfield(func, 'output') + funcStruct.output = func.output; + else + funcStruct.output = 'x'; + end + jsonStruct.functions{end+1} = funcStruct; + end +end + +% Write JSON +jsonText = jsonencode(jsonStruct, 'PrettyPrint', true); +fid = fopen(filePath, 'w'); +if fid == -1 + error('pf2:FileWriteError', 'Cannot open file for writing: %s', filePath); +end +fwrite(fid, jsonText, 'char'); +fclose(fid); + +fprintf('Exported raw method ''%s'' to %s\n', methodName, filePath); + +end diff --git a/+pf2/+methods/+raw/importMethod.m b/+pf2/+methods/+raw/importMethod.m new file mode 100644 index 00000000..02e23c04 --- /dev/null +++ b/+pf2/+methods/+raw/importMethod.m @@ -0,0 +1,140 @@ +function importMethod(filePath, varargin) +% IMPORTMETHOD Import a raw processing method from a JSON file +% +% Loads a raw processing method from a portable JSON file exported by +% exportMethod. Creates the method in the current installation. +% +% Syntax: +% pf2.methods.raw.importMethod(filePath) +% pf2.methods.raw.importMethod(filePath, 'Replace', true) +% +% Inputs: +% filePath - Path to the JSON method file +% +% Options (Name-Value): +% 'Replace' - If true, replace existing method with same name (default: false) +% +% Example: +% pf2.methods.raw.importMethod('/path/to/method.json'); +% pf2.methods.raw.importMethod('/path/to/method.json', 'Replace', true); +% +% See also: pf2.methods.raw.exportMethod, pf2.methods.oxy.importMethod, +% pf2.methods.raw.create + +% Parse inputs +p = inputParser; +addRequired(p, 'filePath', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Replace', false, @islogical); +parse(p, filePath, varargin{:}); + +replaceExisting = p.Results.Replace; + +% Read JSON file +if ~isfile(filePath) + error('pf2:FileNotFound', 'File not found: %s', filePath); +end + +fid = fopen(filePath, 'r'); +if fid == -1 + error('pf2:FileReadError', 'Cannot open file for reading: %s', filePath); +end +jsonText = fread(fid, '*char')'; +fclose(fid); + +% Parse JSON +jsonStruct = jsondecode(jsonText); + +% Validate type +if isfield(jsonStruct, 'type') && ~strcmp(jsonStruct.type, 'raw') + error('pf2:TypeMismatch', ... + 'Method type is ''%s'', expected ''raw''. Use pf2.methods.oxy.importMethod for oxy methods.', ... + jsonStruct.type); +end + +% Validate required fields +if ~isfield(jsonStruct, 'name') + error('pf2:InvalidFormat', 'JSON file missing required ''name'' field.'); +end + +methodName = jsonStruct.name; + +% Convert functions from JSON format to cell array of structs +functions = {}; +if isfield(jsonStruct, 'functions') + funcs = jsonStruct.functions; + if isstruct(funcs) + % jsondecode converts arrays of objects to struct arrays + for i = 1:length(funcs) + func = struct(); + func.f = funcs(i).f; + func.args = convertToCell(funcs(i).args); + func.argvals = convertArgvals(funcs(i).argvals); + if isfield(funcs(i), 'output') + func.output = funcs(i).output; + else + func.output = 'x'; + end + functions{end+1} = func; %#ok + end + elseif iscell(funcs) + for i = 1:length(funcs) + f = funcs{i}; + func = struct(); + func.f = f.f; + func.args = convertToCell(f.args); + func.argvals = convertArgvals(f.argvals); + if isfield(f, 'output') + func.output = f.output; + else + func.output = 'x'; + end + functions{end+1} = func; %#ok + end + end +end + +% Create method using existing create function +pf2.methods.raw.create(methodName, functions, 'Replace', replaceExisting); + +fprintf('Imported raw method ''%s'' from %s (%d functions)\n', ... + methodName, filePath, length(functions)); + +end + + +function out = convertToCell(val) +% Convert jsondecode output to cell array of strings +if ischar(val) || isstring(val) + out = {char(val)}; +elseif iscell(val) + out = cellfun(@char, val, 'UniformOutput', false); +elseif isstring(val) && ~isscalar(val) + out = cellstr(val); +else + out = {val}; +end +end + + +function out = convertArgvals(val) +% Convert argvals, preserving numeric values +if ischar(val) || (isstring(val) && isscalar(val)) + out = {char(val)}; +elseif iscell(val) + out = cell(size(val)); + for i = 1:numel(val) + v = val{i}; + if ischar(v) || isstring(v) + out{i} = char(v); + else + out{i} = v; + end + end +elseif isnumeric(val) + out = num2cell(val); +elseif isstring(val) && ~isscalar(val) + out = cellstr(val); +else + out = {val}; +end +end diff --git a/+pf2/+methods/+raw/removeFunction.m b/+pf2/+methods/+raw/removeFunction.m new file mode 100644 index 00000000..6b15b4e1 --- /dev/null +++ b/+pf2/+methods/+raw/removeFunction.m @@ -0,0 +1,109 @@ +function removeFunction(methodName, position) +% REMOVEFUNCTION Remove a processing function from a raw method by position +% +% Removes the function at the specified position from an existing raw +% processing method pipeline. +% +% Syntax: +% pf2.methods.raw.removeFunction(methodName, position) +% +% Inputs: +% methodName - Name of the existing method to modify +% position - Position of the function to remove (1-based index) +% +% Example: +% % Remove the first function from a method +% pf2.methods.raw.removeFunction('myMethod', 1); +% +% % View method, then remove last function +% pf2.methods.raw.describeMethod('myMethod'); +% pf2.methods.raw.removeFunction('myMethod', 2); +% +% See also: pf2.methods.raw.addFunction, pf2.methods.raw.delete, +% pf2.methods.raw.describeMethod, pf2.methods.oxy.removeFunction + +% Validate inputs +validateattributes(methodName, {'char', 'string'}, {'scalartext'}); +validateattributes(position, {'numeric'}, {'scalar', 'positive', 'integer'}); +methodName = pf2_base.cleanNameForINI(methodName); + +% Initialize PF2 if needed +global PF2 +if isempty(PF2) || ~isfield(PF2, 'myRawMethods') + pf2_base.pf2_initialize(); +end + +% Check method exists +if ~ismember(methodName, PF2.myRawMethods.cfg.Sections) + error('pf2:MethodNotFound', ... + 'Method ''%s'' not found. Use pf2.methods.raw.list() to see available methods.', ... + methodName); +end + +% Get current method +method = PF2.myRawMethods.cfg.(methodName); +if ~isfield(method, 'F') || isempty(method.F) + error('pf2:EmptyMethod', 'Method ''%s'' has no functions to remove.', methodName); +end + +% Validate position +numFuncs = length(method.F); +if position > numFuncs + error('pf2:InvalidPosition', ... + 'Position %d is out of range. Method ''%s'' has %d function(s).', ... + position, methodName, numFuncs); +end + +% Get function name for display +removedName = method.F{position}.f; + +% Remove function at position +method.F(position) = []; + +% Repack method for storage +packedMethod = struct(); +packedMethod.name = methodName; +for j = 1:length(method.F) + packedMethod.(sprintf('S%d', j)) = method.F{j}; +end + +% Update config +PF2.myRawMethods.cfg.remove(methodName); +PF2.myRawMethods.cfg.add(methodName, packedMethod); + +% Save to disk +PF2.myRawMethods.cfg.write(); + +% Reload methods +PF2.myRawMethods = unpackMethodsLocal(PF2.myRawMethods); + +fprintf('Removed %s from %s (was at position %d)\n', removedName, methodName, position); + +end + + +function myMethods = unpackMethodsLocal(myMethods) +% Local copy of unpackMethods + +for i = 1:length(myMethods.cfg.Sections) + x = myMethods.cfg.(myMethods.cfg.Sections{i}); + if ~isstruct(x) + continue; + end + + x_fields = fieldnames(x); + x.name = myMethods.cfg.Sections{i}; + x.F = {}; + + for j = 1:length(x_fields) + fieldName = sprintf('S%d', j); + if isfield(x, fieldName) + x.F{end+1} = x.(fieldName); + x = rmfield(x, fieldName); + end + end + + myMethods.cfg.(myMethods.cfg.Sections{i}) = x; +end + +end diff --git a/+pf2/+methods/validateFunction.m b/+pf2/+methods/validateFunction.m new file mode 100644 index 00000000..c3beb24a --- /dev/null +++ b/+pf2/+methods/validateFunction.m @@ -0,0 +1,80 @@ +function validateFunction(funcName, args, argvals, varargin) +% VALIDATEFUNCTION Validate a processing function configuration +% +% Checks that a function configuration is valid before adding it to a +% processing method pipeline. Validates function existence, argument +% consistency, and output variable names. +% +% Syntax: +% pf2.methods.validateFunction(funcName, args, argvals) +% pf2.methods.validateFunction(funcName, args, argvals, 'Output', outputVar) +% +% Inputs: +% funcName - Name of the MATLAB function (e.g., 'pf2_TDDR') +% args - Cell array of argument names +% argvals - Cell array of argument values +% +% Options (Name-Value): +% 'Output' - Output variable name (default: 'x') +% +% Example: +% % Validate a valid function +% pf2.methods.validateFunction('pf2_TDDR', {'x','fs'}, {'x','fs'}); +% +% % Validate with output specification +% pf2.methods.validateFunction('pf2_TakizawaRejection', ... +% {'x','fchMask','threshold'}, {'x','fchMask',0.75}, ... +% 'Output', 'fchMask'); +% +% % This will error - function does not exist +% pf2.methods.validateFunction('nonexistent_func', {'x'}, {'x'}); +% +% See also: pf2.methods.raw.addFunction, pf2.methods.oxy.addFunction, +% pf2.methods.raw.editFunction, pf2.methods.oxy.editFunction + +% Parse inputs +p = inputParser; +addRequired(p, 'funcName', @(x) ischar(x) || isstring(x)); +addRequired(p, 'args', @iscell); +addRequired(p, 'argvals', @iscell); +addParameter(p, 'Output', 'x', @(x) ischar(x) || isstring(x)); +parse(p, funcName, args, argvals, varargin{:}); + +outputVar = p.Results.Output; + +% 1. Check function exists on MATLAB path +if exist(funcName, 'file') ~= 2 && exist(funcName, 'builtin') ~= 5 + error('pf2:FunctionNotFound', ... + 'Function ''%s'' not found on MATLAB path.', funcName); +end + +% 2. Check args and argvals have matching lengths +if length(args) ~= length(argvals) + error('pf2:ArgLengthMismatch', ... + 'args has %d elements but argvals has %d elements. They must match.', ... + length(args), length(argvals)); +end + +% 3. Check reserved argument names use correct values in argvals +reservedArgs = {'x', 'fs', 'fchMask', 'ftimeChMask'}; +for i = 1:length(args) + argName = args{i}; + if ischar(argName) && ismember(argName, reservedArgs) + argVal = argvals{i}; + if ischar(argVal) && ~strcmp(argVal, argName) + warning('pf2:ReservedArgMismatch', ... + 'Argument ''%s'' is a reserved name and typically has argval ''%s'', but got ''%s''.', ... + argName, argName, argVal); + end + end +end + +% 4. Check output variable is valid +validOutputs = {'x', 'fchMask', 'ftimeChMask', 'ROI'}; +if ~ismember(outputVar, validOutputs) + error('pf2:InvalidOutput', ... + 'Output ''%s'' is not valid. Must be one of: %s', ... + outputVar, strjoin(validOutputs, ', ')); +end + +end diff --git a/+pf2/+qc/plotQuality.m b/+pf2/+qc/plotQuality.m new file mode 100644 index 00000000..7248e742 --- /dev/null +++ b/+pf2/+qc/plotQuality.m @@ -0,0 +1,306 @@ +function fig = plotQuality(qcResult, varargin) +% PLOTQUALITY Visualize fNIRS signal quality metrics +% +% Dispatches based on the type of QC result passed in. Produces an SCI bar +% chart when the result has a .sci field, or a PSD line plot when the +% result has a .psd field. +% +% Syntax: +% pf2.qc.plotQuality(sciResult) +% pf2.qc.plotQuality(psdResult) +% pf2.qc.plotQuality(psdResult, 'Layout', 'tiled') +% fig = pf2.qc.plotQuality(qcResult, 'SavePath', 'quality.png') +% +% Name-Value Parameters: +% 'Channels' - [1 x C] subset of channels to plot (default: all) +% 'Layout' - 'overlay' or 'tiled' for PSD plots (default: 'overlay') +% 'Visible' - Figure visibility: 'on' or 'off' (default: 'on') +% 'SavePath' - File path to save figure. Empty = no save. (default: '') +% 'Title' - Custom title string. Empty = auto title. (default: '') +% +% Inputs: +% qcResult - Output struct from pf2.qc.sci or pf2.qc.powerSpectrum +% +% Outputs: +% fig - (optional) Figure handle +% +% Modes: +% A. SCI bar chart (when qcResult has .sci field): +% - Bar chart of SCI per channel, colored green/red by threshold +% - Horizontal dashed line at threshold +% +% B. PSD plot (when qcResult has .psd field): +% - Log-scale PSD line plot per channel +% - Shaded bands for cardiac/respiratory/Mayer frequency ranges +% - Diamond markers at detected peaks +% - 'overlay' mode: all channels on one axes +% - 'tiled' mode: subplot per channel +% +% Example: +% sciResult = pf2.qc.sci(data); +% pf2.qc.plotQuality(sciResult); +% +% psdResult = pf2.qc.powerSpectrum(data, 'Signal', 'raw'); +% pf2.qc.plotQuality(psdResult, 'Layout', 'tiled', 'Visible', 'off'); +% +% See also: pf2.qc.sci, pf2.qc.powerSpectrum + +%% Parse inputs +p = inputParser; +p.FunctionName = 'pf2.qc.plotQuality'; + +addRequired(p, 'qcResult', @isstruct); +addParameter(p, 'Channels', [], @isnumeric); +addParameter(p, 'Layout', 'overlay', @(x) ismember(lower(char(x)), {'overlay', 'tiled'})); +addParameter(p, 'Visible', 'on', @(x) ismember(lower(char(x)), {'on', 'off'})); +addParameter(p, 'SavePath', '', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Title', '', @(x) ischar(x) || isstring(x)); + +parse(p, qcResult, varargin{:}); +opts = p.Results; + +%% Dispatch based on result type +if isfield(qcResult, 'sci') + fig = plotSCI(qcResult, opts); +elseif isfield(qcResult, 'psd') + fig = plotPSD(qcResult, opts); +else + error('pf2:qc:plotQuality:unknownResult', ... + 'QC result must have .sci or .psd field.'); +end + +%% Save if requested +if ~isempty(char(opts.SavePath)) + saveas(fig, char(opts.SavePath)); +end + +if nargout == 0 + clear fig; +end + +end + + +%% Local functions + +function fig = plotSCI(result, opts) +% PLOTSCI Create SCI bar chart + +channels = result.channels; +sciValues = result.sci; + +% Subset channels if requested +if ~isempty(opts.Channels) + [~, idx] = ismember(opts.Channels, channels); + idx = idx(idx > 0); + channels = channels(idx); + sciValues = sciValues(idx); +end + +nCh = numel(channels); +threshold = result.threshold; + +% Create figure +fig = figure('Visible', opts.Visible); + +% Color bars by threshold +colors = zeros(nCh, 3); +for i = 1:nCh + if sciValues(i) >= threshold + colors(i, :) = [0.2, 0.7, 0.3]; % Green + else + colors(i, :) = [0.8, 0.2, 0.2]; % Red + end +end + +% Draw bars +hold on; +for i = 1:nCh + bar(i, sciValues(i), 'FaceColor', colors(i,:), 'EdgeColor', 'none'); +end + +% Threshold line +yline(threshold, '--k', sprintf('Threshold = %.2f', threshold), ... + 'LineWidth', 1.5, 'LabelHorizontalAlignment', 'left'); + +% Formatting +set(gca, 'XTick', 1:nCh, 'XTickLabel', arrayfun(@num2str, channels, 'UniformOutput', false)); +xlabel('Channel'); +ylabel('SCI'); +ylim([0, 1]); + +if isempty(char(opts.Title)) + title('Scalp Coupling Index'); +else + title(char(opts.Title)); +end + +hold off; + +end + + +function fig = plotPSD(result, opts) +% PLOTPSD Create PSD line plot with physiological band overlays + +freqs = result.freqs; +psdMatrix = result.psd; +channels = result.channels; + +% Subset channels if requested +if ~isempty(opts.Channels) + [~, idx] = ismember(opts.Channels, channels); + idx = idx(idx > 0); + channels = channels(idx); + psdMatrix = psdMatrix(:, idx); +end + +nCh = numel(channels); +layout = lower(char(opts.Layout)); + +% Physiological bands for shading +bands = struct(); +bands.mayer = [0.05, 0.15]; +bands.respiratory = [0.1, 0.5]; +bands.cardiac = [0.5, 2.5]; + +bandColors = struct(); +bandColors.mayer = [0.6, 0.8, 1.0]; % Light blue +bandColors.respiratory = [0.6, 1.0, 0.6]; % Light green +bandColors.cardiac = [1.0, 0.8, 0.6]; % Light orange + +bandLabels = struct(); +bandLabels.mayer = 'Mayer'; +bandLabels.respiratory = 'Respiratory'; +bandLabels.cardiac = 'Cardiac'; + +fig = figure('Visible', opts.Visible); + +if strcmp(layout, 'overlay') + % All channels on one axes + ax = axes(fig); + hold(ax, 'on'); + + % Draw band shading + drawBandShading(ax, freqs, psdMatrix, bands, bandColors, bandLabels); + + % Plot each channel + cmap = lines(nCh); + legendEntries = cell(1, nCh); + lineHandles = gobjects(1, nCh); + + for ch = 1:nCh + lineHandles(ch) = semilogy(ax, freqs, psdMatrix(:, ch), ... + 'Color', cmap(ch, :), 'LineWidth', 1); + legendEntries{ch} = sprintf('Ch %d', channels(ch)); + end + + % Mark detected peaks + drawPeakMarkers(ax, result, channels, 1:nCh); + + legend(lineHandles, legendEntries, 'Location', 'northeast'); + xlabel(ax, 'Frequency (Hz)'); + ylabel(ax, 'PSD'); + set(ax, 'YScale', 'log'); + + if isempty(char(opts.Title)) + title(ax, sprintf('Power Spectrum (%s)', result.signal)); + else + title(ax, char(opts.Title)); + end + + hold(ax, 'off'); + +else + % Tiled layout: subplot per channel + nCols = ceil(sqrt(nCh)); + nRows = ceil(nCh / nCols); + + for ch = 1:nCh + ax = subplot(nRows, nCols, ch); + hold(ax, 'on'); + + drawBandShading(ax, freqs, psdMatrix(:, ch), bands, bandColors, bandLabels); + + semilogy(ax, freqs, psdMatrix(:, ch), 'b', 'LineWidth', 1); + + % Mark detected peaks for this channel + drawPeakMarkers(ax, result, channels, ch); + + title(ax, sprintf('Ch %d', channels(ch))); + xlabel(ax, 'Freq (Hz)'); + ylabel(ax, 'PSD'); + set(ax, 'YScale', 'log'); + hold(ax, 'off'); + end + + if isempty(char(opts.Title)) + sgtitle(sprintf('Power Spectrum (%s)', result.signal)); + else + sgtitle(char(opts.Title)); + end +end + +end + + +function drawBandShading(ax, freqs, psdMatrix, bands, bandColors, bandLabels) +% DRAWBANDSHADING Add shaded frequency bands to axes + +fMin = min(freqs); +fMax = max(freqs); +yLimits = [min(psdMatrix(psdMatrix > 0), [], 'all') * 0.1, ... + max(psdMatrix(:), [], 'all') * 10]; +if isempty(yLimits) || any(isnan(yLimits)) || yLimits(1) >= yLimits(2) + yLimits = [1e-10, 1]; +end + +bandNames = {'mayer', 'respiratory', 'cardiac'}; +for i = 1:numel(bandNames) + bName = bandNames{i}; + bLimits = bands.(bName); + + % Only draw if band overlaps with frequency range + if bLimits(2) < fMin || bLimits(1) > fMax + continue; + end + + x1 = max(bLimits(1), fMin); + x2 = min(bLimits(2), fMax); + + fill(ax, [x1, x2, x2, x1], ... + [yLimits(1), yLimits(1), yLimits(2), yLimits(2)], ... + bandColors.(bName), 'FaceAlpha', 0.2, 'EdgeColor', 'none', ... + 'HandleVisibility', 'off'); +end + +end + + +function drawPeakMarkers(ax, result, channels, chIndices) +% DRAWPEAKMARKERS Add diamond markers at detected peaks + +peakFields = {'cardiac', 'respiratory', 'mayer'}; +markerColors = {[0.8, 0.2, 0.0], [0.0, 0.6, 0.0], [0.0, 0.2, 0.8]}; + +for p = 1:numel(peakFields) + fieldName = peakFields{p}; + if ~isfield(result, fieldName) + continue; + end + + peakData = result.(fieldName); + for ch = chIndices + % Find which index in peakData corresponds to this channel + [~, peakIdx] = ismember(channels(ch), result.channels); + if peakIdx == 0 || ~peakData.detected(peakIdx) + continue; + end + + semilogy(ax, peakData.freq(peakIdx), peakData.power(peakIdx), ... + 'd', 'MarkerSize', 8, 'MarkerFaceColor', markerColors{p}, ... + 'MarkerEdgeColor', 'k', 'HandleVisibility', 'off'); + end +end + +end diff --git a/+pf2/+qc/powerSpectrum.m b/+pf2/+qc/powerSpectrum.m new file mode 100644 index 00000000..e9c57f93 --- /dev/null +++ b/+pf2/+qc/powerSpectrum.m @@ -0,0 +1,360 @@ +function result = powerSpectrum(data, varargin) +% POWERSPECTRUM Power spectral density with physiological peak detection +% +% Computes power spectral density per channel using Welch's method and +% identifies physiological peaks (cardiac, respiratory, Mayer wave). Works +% on any fNIRS signal stage: raw intensity, optical density, or hemoglobin. +% A visible cardiac peak (~0.8-1.5 Hz) in the power spectrum indicates the +% channel is picking up real physiological signal. +% +% Syntax: +% result = pf2.qc.powerSpectrum(data) +% result = pf2.qc.powerSpectrum(data, 'Signal', 'HbO') +% result = pf2.qc.powerSpectrum(data, 'Channels', [1,3,5]) +% result = pf2.qc.powerSpectrum(data, 'DetectPeaks', false) +% +% Name-Value Parameters: +% 'Signal' - Signal to analyze: 'raw', 'HbO', 'HbR', 'OD', or +% 'auto'. Auto picks raw if available, else HbO. +% (default: 'auto') +% 'Channels' - [1 x C] channel indices to analyze. Default: all good +% channels from fchMask. (default: []) +% 'WindowLength' - PSD window length in seconds (default: 10) +% 'Overlap' - Fractional overlap between windows, 0 to <1 +% (default: 0.5) +% 'FreqRange' - [1x2] frequency range to return in Hz. Upper bound is +% capped at Nyquist. (default: [0, 5]) +% 'DetectPeaks' - Enable physiological peak detection (default: true) +% +% Inputs: +% data - fNIRS data struct. Must contain .fs and the selected signal +% field (.raw, .HbO, .HbR, or .OD). +% +% Outputs: +% result - Struct with fields: +% .psd - [F x C] power spectral density matrix +% .freqs - [F x 1] frequency vector (Hz) +% .channels - [1 x C] channel indices +% .signal - Signal type used ('raw', 'HbO', etc.) +% .fs - Sampling rate +% +% When DetectPeaks = true, also includes: +% .cardiac - struct with .freq, .power, .snr, .detected +% .respiratory - struct with .freq, .power, .detected +% .mayer - struct with .freq, .power, .detected +% +% Algorithm: +% 1. Select signal from data struct based on Signal parameter +% 2. For each channel, compute PSD using Welch's method (pwelch if +% available from Signal Processing Toolbox, otherwise FFT-based) +% 3. Identify peaks in known physiological bands: +% - Cardiac: 0.5-2.5 Hz (expect ~1 Hz) +% - Respiratory: 0.1-0.5 Hz (expect ~0.25 Hz) +% - Mayer wave: 0.05-0.15 Hz (expect ~0.1 Hz) +% 4. Compute cardiac peak SNR: peak power / median power in band +% +% Example: +% data = pf2_base.tests.synthetic.generateFNIRS('addHeartbeat', true); +% result = pf2.qc.powerSpectrum(data, 'Signal', 'raw'); +% fprintf('Cardiac detected in %d/%d channels\n', ... +% sum(result.cardiac.detected), numel(result.channels)); +% +% See also: pf2.qc.sci, pf2.qc.plotQuality, pwelch + +%% Parse inputs +p = inputParser; +p.FunctionName = 'pf2.qc.powerSpectrum'; + +addRequired(p, 'data', @isstruct); +addParameter(p, 'Signal', 'auto', @(x) ischar(x) || isstring(x)); +addParameter(p, 'Channels', [], @isnumeric); +addParameter(p, 'WindowLength', 10, @(x) isnumeric(x) && isscalar(x) && x > 0); +addParameter(p, 'Overlap', 0.5, @(x) isnumeric(x) && isscalar(x) && x >= 0 && x < 1); +addParameter(p, 'FreqRange', [0, 5], @(x) isnumeric(x) && numel(x) == 2); +addParameter(p, 'DetectPeaks', true, @islogical); + +parse(p, data, varargin{:}); +opts = p.Results; + +%% Validate and resolve signal +assert(isfield(data, 'fs'), 'pf2:qc:powerSpectrum:noFs', ... + 'Data struct must contain a .fs field.'); + +fs = data.fs; +signalType = resolveSignal(data, opts.Signal); +sigData = getSignalData(data, signalType); + +%% Resolve channels +if isempty(opts.Channels) + nCh = size(sigData, 2); + % For raw data with 2 wavelengths per channel, use fchMask to determine channel count + if strcmp(signalType, 'raw') && isfield(data, 'fchMask') + nCh = numel(data.fchMask); + channels = find(data.fchMask); + elseif isfield(data, 'fchMask') + channels = find(data.fchMask); + else + channels = 1:nCh; + end +else + channels = opts.Channels; +end + +%% Select columns from signal data +if strcmp(signalType, 'raw') + % For raw data, resolve which columns to use per channel + % Use first wavelength of each channel pair (alternating layout) + nRawCols = size(sigData, 2); + if isfield(data, 'info') && isfield(data.info, 'synthetic') ... + && isfield(data.info.synthetic, 'wavelengths') + nWl = numel(data.info.synthetic.wavelengths); + elseif isfield(data, 'probeinfo') + nWl = 2; % Default assumption + else + nWl = 2; % Default: 2 wavelengths + end + % Map channel index to first wavelength column + colIndices = (channels - 1) * nWl + 1; + colIndices(colIndices > nRawCols) = []; + channels = channels(1:numel(colIndices)); + sigMatrix = sigData(:, colIndices); +else + % HbO, HbR, OD — columns map directly to channels + validCh = channels(channels <= size(sigData, 2)); + channels = validCh; + sigMatrix = sigData(:, channels); +end + +nChannels = numel(channels); + +%% Cap frequency range at Nyquist +nyquist = fs / 2; +freqRange = opts.FreqRange; +freqRange(2) = min(freqRange(2), nyquist); + +%% Compute PSD using Welch's method +windowSamples = round(opts.WindowLength * fs); +overlapSamples = round(windowSamples * opts.Overlap); +nfft = max(256, 2^nextpow2(windowSamples)); + +% Check for pwelch availability +hasPwelch = ~isempty(which('pwelch')); + +if hasPwelch + % Use Signal Processing Toolbox pwelch + [pxx, f] = pwelch(sigMatrix(:,1), windowSamples, overlapSamples, nfft, fs); + % Preallocate + psdMatrix = zeros(numel(f), nChannels); + psdMatrix(:, 1) = pxx; + for ch = 2:nChannels + psdMatrix(:, ch) = pwelch(sigMatrix(:, ch), windowSamples, overlapSamples, nfft, fs); + end +else + % FFT-based PSD (manual Welch implementation) + [psdMatrix, f] = welchPSD(sigMatrix, windowSamples, overlapSamples, nfft, fs); +end + +%% Trim to requested frequency range +freqMask = f >= freqRange(1) & f <= freqRange(2); +f = f(freqMask); +psdMatrix = psdMatrix(freqMask, :); + +%% Build output +result.psd = psdMatrix; +result.freqs = f; +result.channels = channels; +result.signal = signalType; +result.fs = fs; + +%% Detect physiological peaks +if opts.DetectPeaks + result.cardiac = detectBandPeak(f, psdMatrix, [0.5, 2.5], 'cardiac'); + result.respiratory = detectBandPeak(f, psdMatrix, [0.1, 0.5], 'respiratory'); + result.mayer = detectBandPeak(f, psdMatrix, [0.05, 0.15], 'mayer'); +end + +end + + +%% Local functions + +function signalType = resolveSignal(data, requested) +% RESOLVESIGNAL Determine which signal field to use + +requested = char(requested); + +if strcmpi(requested, 'auto') + if isfield(data, 'raw') + signalType = 'raw'; + elseif isfield(data, 'HbO') + signalType = 'HbO'; + else + error('pf2:qc:powerSpectrum:noSignal', ... + 'Data contains no recognized signal field (raw, HbO, HbR, OD).'); + end +else + signalType = requested; +end + +% Validate field exists +fieldName = signalType; +if strcmpi(signalType, 'OD') + fieldName = 'OD'; +end + +assert(isfield(data, fieldName), 'pf2:qc:powerSpectrum:missingField', ... + 'Data struct does not contain .%s field.', fieldName); +end + + +function sigData = getSignalData(data, signalType) +% GETSIGNALDATA Extract the signal matrix from the data struct + +switch signalType + case 'raw' + sigData = data.raw; + case 'HbO' + sigData = data.HbO; + case 'HbR' + sigData = data.HbR; + case 'OD' + sigData = data.OD; + otherwise + error('pf2:qc:powerSpectrum:unknownSignal', ... + 'Unknown signal type: %s', signalType); +end +end + + +function [psdMatrix, f] = welchPSD(sigMatrix, windowSamples, overlapSamples, nfft, fs) +% WELCHPSD Manual Welch PSD estimation using FFT +% +% Implements Welch's method without Signal Processing Toolbox. + +[nSamples, nChannels] = size(sigMatrix); +stepSize = windowSamples - overlapSamples; +nWindows = floor((nSamples - windowSamples) / stepSize) + 1; + +if nWindows < 1 + % Data shorter than window — use entire signal + nWindows = 1; + windowSamples = nSamples; +end + +% Hanning window +w = 0.5 * (1 - cos(2 * pi * (0:windowSamples-1)' / (windowSamples - 1))); +winPower = sum(w.^2); + +% Frequency vector +f = (0:nfft/2)' * fs / nfft; + +psdMatrix = zeros(numel(f), nChannels); + +for ch = 1:nChannels + psdAccum = zeros(nfft/2 + 1, 1); + + for win = 1:nWindows + startIdx = (win - 1) * stepSize + 1; + endIdx = startIdx + windowSamples - 1; + if endIdx > nSamples + break; + end + + segment = sigMatrix(startIdx:endIdx, ch); + segment = segment - mean(segment); % Remove DC + segment = segment .* w; + + fftResult = fft(segment, nfft); + pxx = (1 / (fs * winPower)) * abs(fftResult(1:nfft/2+1)).^2; + % Double non-DC and non-Nyquist bins + pxx(2:end-1) = 2 * pxx(2:end-1); + + psdAccum = psdAccum + pxx; + end + + psdMatrix(:, ch) = psdAccum / nWindows; +end + +end + + +function bandResult = detectBandPeak(freqs, psdMatrix, bandLimits, bandName) +% DETECTBANDPEAK Find peak in a physiological frequency band +% +% Inputs: +% freqs - [F x 1] frequency vector +% psdMatrix - [F x C] PSD matrix +% bandLimits - [1 x 2] frequency band limits [low, high] +% bandName - Name of the band (for output) +% +% Outputs: +% bandResult - struct with .freq, .power, .detected, and optionally .snr + +nChannels = size(psdMatrix, 2); + +bandResult.freq = nan(1, nChannels); +bandResult.power = nan(1, nChannels); +bandResult.detected = false(1, nChannels); + +if strcmp(bandName, 'cardiac') + bandResult.snr = nan(1, nChannels); +end + +% Find indices within band +bandMask = freqs >= bandLimits(1) & freqs <= bandLimits(2); +if ~any(bandMask) + return; +end + +bandFreqs = freqs(bandMask); +bandPsd = psdMatrix(bandMask, :); + +for ch = 1:nChannels + chPsd = bandPsd(:, ch); + + if all(isnan(chPsd)) || all(chPsd == 0) + continue; + end + + % Find local maxima (findpeaks requires >= 3 samples) + if numel(chPsd) >= 3 + [peakPowers, peakLocs] = findpeaks(chPsd); + else + peakPowers = []; + peakLocs = []; + end + + if isempty(peakPowers) + % No local peak — use maximum + [maxPow, maxIdx] = max(chPsd); + % Check if it stands out above median (at least 2x) + medPow = median(chPsd); + if maxPow > 2 * medPow && medPow > 0 + bandResult.freq(ch) = bandFreqs(maxIdx); + bandResult.power(ch) = maxPow; + bandResult.detected(ch) = true; + + if strcmp(bandName, 'cardiac') + bandResult.snr(ch) = maxPow / medPow; + end + end + else + % Use the largest peak + [maxPeakPow, bestIdx] = max(peakPowers); + peakFreq = bandFreqs(peakLocs(bestIdx)); + medPow = median(chPsd); + + % Peak must be at least 2x the median to be considered detected + if maxPeakPow > 2 * medPow && medPow > 0 + bandResult.freq(ch) = peakFreq; + bandResult.power(ch) = maxPeakPow; + bandResult.detected(ch) = true; + + if strcmp(bandName, 'cardiac') + bandResult.snr(ch) = maxPeakPow / medPow; + end + end + end +end + +end diff --git a/+pf2/+qc/sci.m b/+pf2/+qc/sci.m new file mode 100644 index 00000000..aa311535 --- /dev/null +++ b/+pf2/+qc/sci.m @@ -0,0 +1,219 @@ +function result = sci(data, varargin) +% SCI Scalp Coupling Index for fNIRS channel quality assessment +% +% Measures optode-scalp contact quality by cross-correlating cardiac +% pulsations across the two wavelengths at each channel. Good coupling +% means both wavelengths see the same heartbeat, yielding a high +% cross-correlation value. +% +% Reference: +% Pollonini, L., Olds, C., Abaya, H., Bortfeld, H., Beauchamp, M. S., +% & Oghalai, J. S. (2014). Auditory cortex activation to natural speech +% and simulated cochlear implant speech measured with functional +% near-infrared spectroscopy. Hearing Research, 309, 84-93. +% DOI: 10.1016/j.hearres.2013.11.007 +% +% Syntax: +% result = pf2.qc.sci(data) +% result = pf2.qc.sci(data, 'CardiacBand', [0.5, 2.5]) +% result = pf2.qc.sci(data, 'Threshold', 0.8) +% result = pf2.qc.sci(data, 'Wavelengths', wl, 'ChannelNumbers', ch) +% +% Name-Value Parameters: +% 'CardiacBand' - [1x2] Bandpass range for cardiac extraction in Hz +% (default: [0.5, 2.5]) +% 'FilterOrder' - Butterworth filter order (default: 4) +% 'Wavelengths' - [1 x C_raw] wavelength per raw column (nm). +% Values > 0 = wavelength in nm, 0 = dark, NaN = skip. +% Override for when automatic detection fails. +% 'ChannelNumbers' - [1 x C_raw] optode/channel number per raw column. +% Must be same length as Wavelengths. +% 'Threshold' - SCI threshold for good/bad classification +% (default: 0.75) +% +% Inputs: +% data - fNIRS data struct with at minimum: +% .raw - [T x C_raw] raw light intensity +% .fs - Sampling frequency (Hz) +% Wavelength layout resolved from (in order): +% 1. Explicit Wavelengths/ChannelNumbers parameters +% 2. data.probeinfo.Probe{1}.TableCh +% 3. data.info.synthetic.wavelengths (alternating ch1_wl1, ch1_wl2, ...) +% +% Outputs: +% result - Struct with fields: +% .sci - [1 x nChannels] SCI values (0 to 1) +% .isGood - [1 x nChannels] logical (sci >= threshold) +% .channels - [1 x nChannels] channel indices +% .threshold - Threshold used +% .cardiacBand - [low, high] Hz +% .fs - Sampling rate +% +% Algorithm: +% 1. Resolve wavelength layout from data or explicit parameters +% 2. For each channel, extract the two raw wavelength signals +% 3. Bandpass filter both to the cardiac band using bpf() +% 4. Compute zero-lag normalized cross-correlation +% 5. SCI = abs(cross-correlation value), range 0 to 1 +% +% Example: +% data = pf2.import.importNIR('subject01.nir'); +% result = pf2.qc.sci(data); +% fprintf('Good channels: %d/%d\n', sum(result.isGood), numel(result.channels)); +% +% % With explicit wavelength layout +% wl = repmat([730, 850], 1, 18); % 18 channels, 2 wavelengths each +% ch = repelem(1:18, 2); +% result = pf2.qc.sci(data, 'Wavelengths', wl, 'ChannelNumbers', ch); +% +% See also: pf2.qc.powerSpectrum, pf2.qc.plotQuality, bpf + +%% Parse inputs +p = inputParser; +p.FunctionName = 'pf2.qc.sci'; + +addRequired(p, 'data', @isstruct); +addParameter(p, 'CardiacBand', [0.5, 2.5], @(x) isnumeric(x) && numel(x) == 2); +addParameter(p, 'FilterOrder', 4, @(x) isnumeric(x) && isscalar(x) && x > 0); +addParameter(p, 'Wavelengths', [], @isnumeric); +addParameter(p, 'ChannelNumbers', [], @isnumeric); +addParameter(p, 'Threshold', 0.75, @(x) isnumeric(x) && isscalar(x)); + +parse(p, data, varargin{:}); +opts = p.Results; + +%% Validate required fields +assert(isfield(data, 'raw'), 'pf2:qc:sci:noRaw', ... + 'Data struct must contain a .raw field with intensity data.'); +assert(isfield(data, 'fs'), 'pf2:qc:sci:noFs', ... + 'Data struct must contain a .fs field with sampling frequency.'); + +fs = data.fs; + +% Check Nyquist constraint +nyquist = fs / 2; +assert(opts.CardiacBand(2) < nyquist, 'pf2:qc:sci:nyquist', ... + 'Upper cardiac band (%.1f Hz) must be below Nyquist (%.1f Hz).', ... + opts.CardiacBand(2), nyquist); + +%% Resolve wavelength layout +[channelMap, nChannels] = resolveWavelengthLayout(data, opts); + +%% Compute SCI for each channel +sciValues = zeros(1, nChannels); + +for ch = 1:nChannels + col1 = channelMap(ch, 1); + col2 = channelMap(ch, 2); + + if col1 == 0 || col2 == 0 + % Could not map this channel + sciValues(ch) = 0; + continue; + end + + wl1 = data.raw(:, col1); + wl2 = data.raw(:, col2); + + % Skip if either signal is constant (dead channel) + if std(wl1) == 0 || std(wl2) == 0 + sciValues(ch) = 0; + continue; + end + + % Bandpass filter to cardiac band + wl1_filt = bpf(wl1, opts.FilterOrder, fs, opts.CardiacBand(1), opts.CardiacBand(2)); + wl2_filt = bpf(wl2, opts.FilterOrder, fs, opts.CardiacBand(1), opts.CardiacBand(2)); + + % Compute zero-lag normalized cross-correlation + xc = xcorr(wl1_filt, wl2_filt, 0, 'normalized'); + sciValues(ch) = abs(xc); +end + +%% Build output +result.sci = sciValues; +result.isGood = sciValues >= opts.Threshold; +result.channels = 1:nChannels; +result.threshold = opts.Threshold; +result.cardiacBand = opts.CardiacBand; +result.fs = fs; + +end + + +%% Local functions + +function [channelMap, nChannels] = resolveWavelengthLayout(data, opts) +% RESOLVEWAVELENGHTLAYOUT Determine which raw columns belong to each channel +% +% Returns channelMap [nChannels x 2] where each row gives the two column +% indices in data.raw for that channel's two wavelengths. + +% Method 1: Explicit parameters +if ~isempty(opts.Wavelengths) && ~isempty(opts.ChannelNumbers) + wl = opts.Wavelengths; + chNums = opts.ChannelNumbers; + assert(numel(wl) == numel(chNums), 'pf2:qc:sci:paramMismatch', ... + 'Wavelengths and ChannelNumbers must have the same length.'); + + uniqueCh = unique(chNums(chNums > 0)); + nChannels = numel(uniqueCh); + channelMap = zeros(nChannels, 2); + + for i = 1:nChannels + cols = find(chNums == uniqueCh(i) & wl > 0 & ~isnan(wl)); + if numel(cols) >= 2 + channelMap(i, :) = cols(1:2); + end + end + return; +end + +% Method 2: probeinfo.Probe{1}.TableCh +if isfield(data, 'probeinfo') && isfield(data.probeinfo, 'Probe') ... + && iscell(data.probeinfo.Probe) && ~isempty(data.probeinfo.Probe) ... + && isfield(data.probeinfo.Probe{1}, 'TableCh') + tableCh = data.probeinfo.Probe{1}.TableCh; + % TableCh typically has columns: [optodeNumber, wavelengthIndex, ...] + % Extract channel numbers and wavelength indices + if size(tableCh, 2) >= 2 + chNums = tableCh(:, 1)'; + wlIdx = tableCh(:, 2)'; + + uniqueCh = unique(chNums(chNums > 0)); + nChannels = numel(uniqueCh); + channelMap = zeros(nChannels, 2); + + for i = 1:nChannels + cols = find(chNums == uniqueCh(i)); + if numel(cols) >= 2 + channelMap(i, :) = cols(1:2); + end + end + return; + end +end + +% Method 3: Synthetic data — alternating ch1_wl1, ch1_wl2, ch2_wl1, ch2_wl2, ... +if isfield(data, 'info') && isfield(data.info, 'synthetic') ... + && isfield(data.info.synthetic, 'wavelengths') + wls = data.info.synthetic.wavelengths; + nRawCols = size(data.raw, 2); + nWl = numel(wls); + + if nWl > 0 && mod(nRawCols, nWl) == 0 + nChannels = nRawCols / nWl; + channelMap = zeros(nChannels, 2); + for i = 1:nChannels + channelMap(i, :) = [(i-1)*nWl + 1, (i-1)*nWl + 2]; + end + return; + end +end + +% No method worked +error('pf2:qc:sci:noWavelengthLayout', ... + ['Cannot determine wavelength layout. Pass ''Wavelengths'' and ' ... + '''ChannelNumbers'' parameters explicitly.']); + +end diff --git a/+pf2_base/+fnirs/buildDesignMatrix.m b/+pf2_base/+fnirs/buildDesignMatrix.m new file mode 100644 index 00000000..dbd760a6 --- /dev/null +++ b/+pf2_base/+fnirs/buildDesignMatrix.m @@ -0,0 +1,237 @@ +function [X, regressorNames] = buildDesignMatrix(time, fs, events, varargin) +% BUILDDESIGNMATRIX Construct GLM design matrix for fNIRS analysis +% +% Builds a design matrix for general linear model (GLM) analysis of fNIRS +% data. Each event condition is convolved with a hemodynamic response +% function (HRF) to produce expected signal regressors. Optionally includes +% temporal and dispersion derivatives, polynomial drift regressors, and +% short-channel signals as nuisance regressors. +% +% Reference: +% Huppert, T. J. (2016). Commentary on the statistical properties of +% noise and its implication on general linear models in functional +% near-infrared spectroscopy. Neurophotonics, 3(1), 010401. +% +% Syntax: +% [X, regressorNames] = pf2_base.fnirs.buildDesignMatrix(time, fs, events) +% [X, names] = pf2_base.fnirs.buildDesignMatrix(time, fs, events, 'Name', Value) +% +% Inputs: +% time - Time vector [1 x T] or [T x 1] in seconds +% fs - Sampling frequency in Hz [scalar] +% events - Struct array with fields: +% .name - Condition label [char] +% .onsets - Stimulus onset times in seconds [1 x N] +% .duration - Duration of each stimulus in seconds [scalar or 1 x N] +% Use 0 for impulse (event-related) designs. +% +% Name-Value Parameters: +% 'HRF' - Custom HRF vector [N x 1] (default: canonical via buildHRF) +% 'DriftOrder' - Order of Legendre polynomial drift regressors (default: 3) +% Set to -1 to disable drift regressors. +% 'ShortChannels' - Short-channel time series [T x S] to add as regressors +% (default: []) +% 'IncludeDerivative' - Include temporal derivative of HRF (default: false) +% 'IncludeDispersion' - Include dispersion derivative of HRF (default: false) +% 'IncludeConstant' - Include constant (intercept) column (default: true) +% +% Outputs: +% X - Design matrix [T x P] where P = nConditions*(1 + nDerivatives) +% + (DriftOrder+1) + nShortChannels +% regressorNames - Cell array {1 x P} of regressor labels +% +% Algorithm: +% 1. For each condition, create a stimulus boxcar/impulse vector +% 2. Convolve with HRF (and optionally its temporal/dispersion derivatives) +% 3. Append Legendre polynomial drift regressors (orders 0 through DriftOrder) +% 4. Append short-channel columns if provided +% 5. Column names encode condition and regressor type +% +% Example: +% % Build design matrix from block definitions +% data = pf2.import.sampleData.fNIR2000(); +% blocks = pf2.data.defineBlocks(data, [49, 50], 30, ... +% 'ConditionMap', {49, 'Speech'; 50, 'Noise'}); +% events = blocksToEvents(blocks); +% [X, names] = pf2_base.fnirs.buildDesignMatrix(data.time, data.fs, events); +% imagesc(X); set(gca, 'XTickLabel', names); +% +% See also: pf2_base.fnirs.buildHRF, pf2_base.fnirs.fitGLM, pf2.data.defineBlocks + +% --- Parse inputs --- +p = inputParser; +p.addRequired('time', @isnumeric); +p.addRequired('fs', @(x) isnumeric(x) && isscalar(x) && x > 0); +p.addRequired('events', @isstruct); +p.addParameter('HRF', [], @isnumeric); +p.addParameter('DriftOrder', 3, @(x) isnumeric(x) && isscalar(x)); +p.addParameter('ShortChannels', [], @isnumeric); +p.addParameter('IncludeDerivative', false, @islogical); +p.addParameter('IncludeDispersion', false, @islogical); +p.addParameter('IncludeConstant', true, @islogical); +p.parse(time, fs, events, varargin{:}); + +customHRF = p.Results.HRF; +driftOrder = p.Results.DriftOrder; +shortCh = p.Results.ShortChannels; +includeDerivative = p.Results.IncludeDerivative; +includeDispersion = p.Results.IncludeDispersion; +includeConstant = p.Results.IncludeConstant; + +% Ensure time is a column vector for indexing +time = time(:); +T = length(time); + +% Build HRF +if isempty(customHRF) + hrfData = pf2_base.fnirs.buildHRF(fs); + hrf = hrfData(:, 2); % Column 2 is amplitude +else + hrf = customHRF(:); +end + +% Build temporal derivative if requested +if includeDerivative + hrfDeriv = diff([0; hrf]) * fs; % Numerical derivative +else + hrfDeriv = []; +end + +% Build dispersion derivative if requested +if includeDispersion + % Dispersion derivative: HRF with wider primary gamma + hrfWide = pf2_base.fnirs.buildHRF(fs, 15, 7, 16, 1, 1, 1/6); + hrfDisp = hrfWide(:, 2); + % Match length to primary HRF + if length(hrfDisp) > length(hrf) + hrfDisp = hrfDisp(1:length(hrf)); + elseif length(hrfDisp) < length(hrf) + hrfDisp(end+1:length(hrf)) = 0; + end + hrfDisp = hrfDisp - hrf; % Difference is the dispersion derivative +else + hrfDisp = []; +end + +% --- Build stimulus regressors --- +nConditions = length(events); +stimColumns = {}; +stimNames = {}; + +for c = 1:nConditions + ev = events(c); + condName = ev.name; + onsets = ev.onsets(:)'; + + % Handle scalar vs vector duration + if isscalar(ev.duration) + durations = repmat(ev.duration, 1, length(onsets)); + else + durations = ev.duration(:)'; + end + + % Create stimulus vector + stim = zeros(T, 1); + for n = 1:length(onsets) + if durations(n) <= 0 + % Impulse: find nearest sample + [~, idx] = min(abs(time - onsets(n))); + stim(idx) = 1; + else + % Boxcar: set samples within duration to 1 + mask = time >= onsets(n) & time < (onsets(n) + durations(n)); + stim(mask) = 1; + end + end + + % Convolve with HRF (primary) + convolved = conv(stim, hrf); + stimColumns{end+1} = convolved(1:T); %#ok + stimNames{end+1} = condName; %#ok + + % Temporal derivative + if includeDerivative && ~isempty(hrfDeriv) + convDeriv = conv(stim, hrfDeriv); + stimColumns{end+1} = convDeriv(1:T); %#ok + stimNames{end+1} = [condName '_deriv']; %#ok + end + + % Dispersion derivative + if includeDispersion && ~isempty(hrfDisp) + convDisp = conv(stim, hrfDisp); + stimColumns{end+1} = convDisp(1:T); %#ok + stimNames{end+1} = [condName '_disp']; %#ok + end +end + +% --- Build drift regressors --- +driftColumns = {}; +driftNames = {}; + +if driftOrder >= 0 + % Normalized time for Legendre polynomials: [-1, 1] + tNorm = linspace(-1, 1, T)'; + + startOrder = 0; + if ~includeConstant + startOrder = 1; % Skip constant term + end + + for k = startOrder:driftOrder + switch k + case 0 + poly = ones(T, 1); + driftNames{end+1} = 'constant'; %#ok + case 1 + poly = tNorm; + driftNames{end+1} = 'drift_linear'; %#ok + case 2 + poly = (3*tNorm.^2 - 1) / 2; + driftNames{end+1} = 'drift_quad'; %#ok + case 3 + poly = (5*tNorm.^3 - 3*tNorm) / 2; + driftNames{end+1} = 'drift_cubic'; %#ok + otherwise + % General Legendre polynomial via recurrence + P_prev2 = ones(T, 1); + P_prev1 = tNorm; + for j = 2:k + P_curr = ((2*j - 1) * tNorm .* P_prev1 - (j - 1) * P_prev2) / j; + P_prev2 = P_prev1; + P_prev1 = P_curr; + end + poly = P_curr; + driftNames{end+1} = sprintf('drift_order%d', k); %#ok + end + driftColumns{end+1} = poly; %#ok + end +end + +% --- Short-channel regressors --- +scColumns = {}; +scNames = {}; + +if ~isempty(shortCh) + if size(shortCh, 1) ~= T + error('pf2:buildDesignMatrix:sizeMismatch', ... + 'ShortChannels must have %d rows (same as time vector).', T); + end + nSC = size(shortCh, 2); + for s = 1:nSC + scColumns{end+1} = shortCh(:, s); %#ok + scNames{end+1} = sprintf('short_ch%d', s); %#ok + end +end + +% --- Assemble design matrix --- +allColumns = [stimColumns, driftColumns, scColumns]; +allNames = [stimNames, driftNames, scNames]; + +X = zeros(T, length(allColumns)); +for j = 1:length(allColumns) + X(:, j) = allColumns{j}; +end + +regressorNames = allNames; + +end diff --git a/+pf2_base/+fnirs/buildHRF.m b/+pf2_base/+fnirs/buildHRF.m index 1f83c2c9..98b0347c 100644 --- a/+pf2_base/+fnirs/buildHRF.m +++ b/+pf2_base/+fnirs/buildHRF.m @@ -99,7 +99,12 @@ hrf=[time;hrf]'; -hrf=hrf(1:iEnd,:); +if ~isempty(iEnd) + hrf=hrf(1:iEnd(1)-1,:); +else + % If HRF never goes negative, keep all values + hrf=hrf; +end end diff --git a/+pf2_base/+fnirs/fitGLM.m b/+pf2_base/+fnirs/fitGLM.m new file mode 100644 index 00000000..af67e78e --- /dev/null +++ b/+pf2_base/+fnirs/fitGLM.m @@ -0,0 +1,345 @@ +function results = fitGLM(Y, X, regressorNames, varargin) +% FITGLM Fit general linear model to fNIRS channel data +% +% Solves the GLM equation Y = X*beta + epsilon for each channel using OLS +% or autoregressive iteratively reweighted least squares (AR-IRLS). Returns +% beta estimates, t-statistics, p-values, and optional contrast results. +% AR-IRLS accounts for temporal autocorrelation in fNIRS residuals by +% prewhitening with estimated AR coefficients. +% +% Reference: +% Barker, J. W., Aarabi, A., & Huppert, T. J. (2013). Autoregressive +% model based algorithm for correcting motion and serially correlated +% errors in fNIRS. Biomedical Optics Express, 4(8), 1366-1379. +% +% Syntax: +% results = pf2_base.fnirs.fitGLM(Y, X, regressorNames) +% results = pf2_base.fnirs.fitGLM(Y, X, regressorNames, 'Name', Value) +% +% Inputs: +% Y - Channel data [T x C] (one biomarker, e.g. HbO) +% X - Design matrix [T x P] from buildDesignMatrix +% regressorNames - Cell array {1 x P} of regressor labels +% +% Name-Value Parameters: +% 'Method' - Estimation method: 'OLS' (default) or 'AR-IRLS' +% 'Contrasts' - Contrast matrix [K x P] (default: []) +% Each row defines a linear combination of betas to test. +% 'ContrastNames' - Cell array {1 x K} of contrast labels (default: {}) +% 'AROrder' - AR model order for AR-IRLS (default: 4) +% 'MaxIter' - Maximum iterations for AR-IRLS (default: 20) +% 'Tolerance' - Convergence tolerance for AR-IRLS (default: 1e-4) +% +% Outputs: +% results - Struct with fields: +% .beta - Regression coefficients [P x C] +% .tstat - T-statistics for each beta [P x C] +% .pval - Two-tailed p-values [P x C] +% .se - Standard errors [P x C] +% .residuals - Residual time series [T x C] +% .R2 - Coefficient of determination [1 x C] +% .dof - Degrees of freedom [scalar] +% .method - Estimation method used [char] +% .contrast - Struct (if Contrasts provided) with fields: +% .beta [K x C], .tstat [K x C], .pval [K x C], +% .se [K x C], .names {1 x K} +% +% Algorithm (OLS): +% 1. beta = pinv(X) * Y +% 2. residuals = Y - X * beta +% 3. MSE = sum(residuals.^2) / (T - P) +% 4. se = sqrt(diag(MSE * inv(X'*X))) +% 5. t = beta ./ se, p = 2*tcdf(-abs(t), T-P) +% +% Algorithm (AR-IRLS): +% 1. Initial OLS fit +% 2. Estimate AR(p) coefficients from residuals (Yule-Walker) +% 3. Build prewhitening filter from AR coefficients +% 4. Prewhiten Y and X +% 5. Re-fit OLS on prewhitened data +% 6. Repeat steps 2-5 until convergence or MaxIter +% +% Example: +% events(1) = struct('name', 'TaskA', 'onsets', [10 40 70], 'duration', 20); +% [X, names] = pf2_base.fnirs.buildDesignMatrix(data.time, data.fs, events); +% results = pf2_base.fnirs.fitGLM(data.HbO, X, names); +% fprintf('TaskA beta: %.4f, p = %.4f\n', results.beta(1,1), results.pval(1,1)); +% +% See also: pf2_base.fnirs.buildDesignMatrix, pf2_base.fnirs.buildHRF + +% --- Parse inputs --- +p = inputParser; +p.addRequired('Y', @isnumeric); +p.addRequired('X', @isnumeric); +p.addRequired('regressorNames', @iscell); +p.addParameter('Method', 'OLS', @(x) ismember(upper(x), {'OLS', 'AR-IRLS'})); +p.addParameter('Contrasts', [], @isnumeric); +p.addParameter('ContrastNames', {}, @iscell); +p.addParameter('AROrder', 4, @(x) isnumeric(x) && isscalar(x) && x > 0); +p.addParameter('MaxIter', 20, @(x) isnumeric(x) && isscalar(x) && x > 0); +p.addParameter('Tolerance', 1e-4, @(x) isnumeric(x) && isscalar(x) && x > 0); +p.parse(Y, X, regressorNames, varargin{:}); + +method = upper(p.Results.Method); +C = p.Results.Contrasts; +contrastNames = p.Results.ContrastNames; +arOrder = p.Results.AROrder; +maxIter = p.Results.MaxIter; +tol = p.Results.Tolerance; + +[T, nCh] = size(Y); +P = size(X, 2); + +if size(X, 1) ~= T + error('pf2:fitGLM:sizeMismatch', ... + 'Y has %d rows but X has %d rows.', T, size(X, 1)); +end + +if length(regressorNames) ~= P + error('pf2:fitGLM:namesMismatch', ... + 'regressorNames has %d entries but X has %d columns.', ... + length(regressorNames), P); +end + +% --- Fit model --- +switch method + case 'OLS' + [beta, residuals, se, dof] = fitOLS(Y, X); + + case 'AR-IRLS' + [beta, residuals, se, dof] = fitARIRLS(Y, X, arOrder, maxIter, tol); +end + +% --- Compute statistics --- +tstat = beta ./ se; +pval = 2 * tcdf(-abs(tstat), dof); + +% R-squared +SSres = sum(residuals.^2, 1); +SStot = sum((Y - mean(Y, 1)).^2, 1); +R2 = 1 - SSres ./ SStot; + +% --- Pack results --- +results.beta = beta; +results.tstat = tstat; +results.pval = pval; +results.se = se; +results.residuals = residuals; +results.R2 = R2; +results.dof = dof; +results.method = method; +results.regressorNames = regressorNames; + +% --- Contrast testing --- +if ~isempty(C) + results.contrast = computeContrasts(C, contrastNames, beta, se, X, dof, residuals); +end + +end + +%%_Subfunctions_________________________________________________________ + +function [beta, residuals, se, dof] = fitOLS(Y, X) +% FITOLS Ordinary least squares estimation +% +% Inputs: +% Y - Data matrix [T x C] +% X - Design matrix [T x P] +% +% Outputs: +% beta - Coefficients [P x C] +% residuals - Residuals [T x C] +% se - Standard errors [P x C] +% dof - Degrees of freedom [scalar] + +[T, ~] = size(Y); +P = size(X, 2); + +% Solve via pseudoinverse +Xpinv = pinv(X); +beta = Xpinv * Y; +residuals = Y - X * beta; + +% Degrees of freedom +dof = T - P; + +% Mean squared error per channel +MSE = sum(residuals.^2, 1) / dof; + +% Covariance of betas: inv(X'X) * MSE +XtXinv = pinv(X' * X); +varBeta = diag(XtXinv); % [P x 1] + +% Standard errors: sqrt(var(beta_j) * MSE_c) for each channel +se = sqrt(varBeta * MSE); % [P x C] + +end + +function [beta, residuals, se, dof] = fitARIRLS(Y, X, arOrder, maxIter, tol) +% FITARIRLS Autoregressive iteratively reweighted least squares +% +% Inputs: +% Y - Data matrix [T x C] +% X - Design matrix [T x P] +% arOrder - AR model order [scalar] +% maxIter - Maximum iterations [scalar] +% tol - Convergence tolerance [scalar] +% +% Outputs: +% beta - Coefficients [P x C] +% residuals - Residuals [T x C] +% se - Standard errors [P x C] +% dof - Effective degrees of freedom [scalar] + +[T, nCh] = size(Y); +P = size(X, 2); + +% Initial OLS +[beta, residuals, ~, ~] = fitOLS(Y, X); + +prevBeta = beta; + +for iter = 1:maxIter + % Estimate AR coefficients from residuals (per channel, then average) + arCoeffs = zeros(arOrder, nCh); + for ch = 1:nCh + r = residuals(:, ch); + r = r(~isnan(r)); + if length(r) > arOrder + 1 + arCoeffs(:, ch) = yulewalk(r, arOrder); + end + end + % Use mean AR coefficients across channels for consistent prewhitening + meanAR = mean(arCoeffs, 2); + + % Build prewhitening filter matrix + Yw = applyARFilter(Y, meanAR); + Xw = applyARFilter(X, meanAR); + + % Re-fit OLS on prewhitened data + [beta, residuals_w, se, dof] = fitOLS(Yw, Xw); + + % Compute residuals in original space + residuals = Y - X * beta; + + % Check convergence + betaChange = max(abs(beta(:) - prevBeta(:))); + if betaChange < tol + break; + end + prevBeta = beta; +end + +% Adjust DOF for AR parameters +dof = max(T - P - arOrder, 1); + +end + +function a = yulewalk(r, order) +% YULEWALK Estimate AR coefficients via Yule-Walker equations +% +% Inputs: +% r - Residual signal [T x 1] +% order - AR model order [scalar] +% +% Outputs: +% a - AR coefficients [order x 1] + +r = r(:); +N = length(r); + +% Compute autocorrelation +R = zeros(order + 1, 1); +for k = 0:order + R(k+1) = sum(r(1:N-k) .* r(k+1:N)) / N; +end + +% Build Toeplitz system +Rmat = toeplitz(R(1:order)); +rvec = R(2:order+1); + +% Solve Yule-Walker equations +if rcond(Rmat) > eps + a = Rmat \ rvec; +else + a = zeros(order, 1); +end + +end + +function Yw = applyARFilter(Y, arCoeffs) +% APPLYARFILTER Prewhiten data using AR coefficients +% +% Inputs: +% Y - Data [T x C] +% arCoeffs - AR coefficients [order x 1] +% +% Outputs: +% Yw - Prewhitened data [T x C] + +[T, C] = size(Y); +order = length(arCoeffs); +Yw = Y; + +for t = (order+1):T + for k = 1:order + Yw(t, :) = Yw(t, :) - arCoeffs(k) * Y(t-k, :); + end +end + +% Zero out the first 'order' rows (not reliably filtered) +Yw(1:order, :) = 0; + +end + +function contrast = computeContrasts(C, contrastNames, beta, se, X, dof, residuals) +% COMPUTECONTRASTS Compute contrast statistics +% +% Inputs: +% C - Contrast matrix [K x P] +% contrastNames - Cell array {1 x K} +% beta - Coefficients [P x C] +% se - Standard errors [P x C] +% X - Design matrix [T x P] +% dof - Degrees of freedom [scalar] +% residuals - Residuals [T x C] +% +% Outputs: +% contrast - Struct with .beta, .tstat, .pval, .se, .names + +[K, P] = size(C); +nCh = size(beta, 2); +T = size(X, 1); + +% Contrast beta: c' * beta +cBeta = C * beta; % [K x C] + +% MSE per channel +MSE = sum(residuals.^2, 1) / dof; + +% Variance of contrast: c' * inv(X'X) * c * MSE +XtXinv = pinv(X' * X); +cSe = zeros(K, nCh); +for k = 1:K + cVar = C(k, :) * XtXinv * C(k, :)'; % scalar + cSe(k, :) = sqrt(cVar * MSE); +end + +cTstat = cBeta ./ cSe; +cPval = 2 * tcdf(-abs(cTstat), dof); + +% Default contrast names +if isempty(contrastNames) || length(contrastNames) ~= K + contrastNames = cell(1, K); + for k = 1:K + contrastNames{k} = sprintf('contrast_%d', k); + end +end + +contrast.beta = cBeta; +contrast.tstat = cTstat; +contrast.pval = cPval; +contrast.se = cSe; +contrast.names = contrastNames; + +end diff --git a/+pf2_base/+fnirs/processStageFilterHb.m b/+pf2_base/+fnirs/processStageFilterHb.m index 2aa36d79..c035ea33 100644 --- a/+pf2_base/+fnirs/processStageFilterHb.m +++ b/+pf2_base/+fnirs/processStageFilterHb.m @@ -41,7 +41,7 @@ % .channels [1 x C] - Channel identifiers % .fchMask [1 x C] - Channel validity mask % .time [T x 1] - Time vector -% .markers [M x 3] - Event markers +% .markers [M x 4] - Event markers (time, code, duration, amplitude) % Optional fields: % .Aux - Auxiliary data struct % .ROI - Pre-computed ROI data diff --git a/+pf2_base/+fnirs/processStageRaw2OD.m b/+pf2_base/+fnirs/processStageRaw2OD.m index 12c1a124..01a1d5f2 100644 --- a/+pf2_base/+fnirs/processStageRaw2OD.m +++ b/+pf2_base/+fnirs/processStageRaw2OD.m @@ -31,7 +31,7 @@ % time - Time vector [T x 1] in seconds % rawMask - Channel validity mask [1 x C_raw] % 1 = valid channel, 0 = invalid/masked -% fMarkers - Event markers [M x 3] (time, code, duration) +% fMarkers - Event markers [M x 4] (time, code, duration, amplitude) % fAux - Auxiliary data struct (physiology, accelerometer, etc.) % channelNumbers - Channel identifier mapping [1 x C_raw] % Positive values = optode numbers diff --git a/+pf2_base/+fnirs/shortChannelRegression.m b/+pf2_base/+fnirs/shortChannelRegression.m new file mode 100644 index 00000000..0f845e7d --- /dev/null +++ b/+pf2_base/+fnirs/shortChannelRegression.m @@ -0,0 +1,248 @@ +function fNIR = shortChannelRegression(fNIR, varargin) +% SHORTCHANNELREGRESSION Remove superficial physiology using short-separation channels +% +% Regresses out scalp hemodynamic signals from long-separation channels +% using short-separation channel data as a proxy for superficial physiology. +% Three methods are available: nearest short channel per long channel, +% PCA of all short channels, or all short channels simultaneously. +% +% Reference: +% Saager, R. B. & Berger, A. J. (2005). Direct characterization and +% removal of interfering absorption trends in two-layer turbid media. +% J. Opt. Soc. Am. A, 22(9), 1874-1882. +% +% Brigadoi, S. & Cooper, R. J. (2015). How short is short? Optimum +% source-detector distance for short-separation channels in functional +% NIRS. Neurophotonics, 2(2), 025005. +% +% Syntax: +% fNIR = pf2_base.fnirs.shortChannelRegression(fNIR) +% fNIR = pf2_base.fnirs.shortChannelRegression(fNIR, 'Name', Value) +% +% Inputs: +% fNIR - Processed fNIRS data structure with hemoglobin fields (.HbO, +% .HbR, etc.) and .probeinfo containing probe geometry with +% IsShortSeparation flags. +% +% Name-Value Parameters: +% 'Method' - Regression method (default: 'nearest') +% 'nearest' - Use closest short channel for each long channel +% 'pca' - Use first N principal components of short channels +% 'all' - Use all short channels as simultaneous regressors +% 'Biomarkers' - Cell array of fields to correct (default: {'HbO','HbR'}) +% 'NumPCs' - Number of PCs for 'pca' method (default: 1) +% +% Outputs: +% fNIR - Corrected fNIRS structure with superficial signal removed from +% specified biomarker fields. Original short-channel data is +% preserved. A .ssrInfo field is added with regression details. +% +% Algorithm: +% 1. Identify short-separation channels from probeinfo.IsShortSeparation +% 2. Extract short-channel biomarker data +% 3. For each long channel and biomarker: +% a. 'nearest': find closest short channel by 3D position, regress out +% b. 'pca': compute PCA of all short channels, regress out first NumPCs +% c. 'all': regress out all short channels simultaneously +% 4. Corrected = original - shortRegressors * beta +% +% Example: +% data = pf2.import.importSNIRF('subject01.snirf', false); +% processed = processFNIRS2(data, 'ShowGUI', false); +% corrected = pf2_base.fnirs.shortChannelRegression(processed); +% +% Notes: +% - Requires processed data (hemoglobin fields must exist) +% - Short channels are identified by probeinfo.Probe{1}.IsShortSeparation +% - Short-channel data in the output is not modified +% - SSR is typically applied after Beer-Lambert conversion +% +% See also: pf2_base.fnirs.buildDesignMatrix, pf2_base.fnirs.fitGLM, +% pf2.import.importSNIRF + +% --- Parse inputs --- +p = inputParser; +p.addRequired('fNIR', @isstruct); +p.addParameter('Method', 'nearest', @(x) ismember(x, {'nearest', 'pca', 'all'})); +p.addParameter('Biomarkers', {'HbO', 'HbR'}, @iscell); +p.addParameter('NumPCs', 1, @(x) isnumeric(x) && isscalar(x) && x >= 1); +p.parse(fNIR, varargin{:}); + +method = p.Results.Method; +biomarkers = p.Results.Biomarkers; +numPCs = p.Results.NumPCs; + +% --- Identify short channels --- +probeInfo = getProbeInfo(fNIR); +if isempty(probeInfo) + warning('pf2:ssr:noProbe', 'No probeinfo found. Cannot identify short channels.'); + return; +end + +isShort = probeInfo.IsShortSeparation(:)'; +nOpt = length(isShort); +shortIdx = find(isShort); +longIdx = find(~isShort); + +if isempty(shortIdx) + warning('pf2:ssr:noShortChannels', 'No short-separation channels found in probeinfo.'); + return; +end + +if isempty(longIdx) + warning('pf2:ssr:noLongChannels', 'No long-separation channels found.'); + return; +end + +% --- Get 3D positions for nearest-channel matching --- +if strcmp(method, 'nearest') + optPos3D = getOptPos3D(probeInfo, nOpt); +end + +% --- Apply regression for each biomarker --- +for b = 1:length(biomarkers) + fn = biomarkers{b}; + if ~isfield(fNIR, fn) + continue; + end + + Y = fNIR.(fn); % [T x nOpt] + [T, nCols] = size(Y); + + % Handle case where data columns don't match optode count + % (e.g., short channels already removed from data) + if nCols ~= nOpt + warning('pf2:ssr:dimMismatch', ... + '%s has %d columns but probe has %d optodes. Skipping.', fn, nCols, nOpt); + continue; + end + + shortData = Y(:, shortIdx); % [T x nShort] + nShort = length(shortIdx); + + switch method + case 'nearest' + for li = 1:length(longIdx) + lch = longIdx(li); + % Find nearest short channel by 3D Euclidean distance + longPos = optPos3D(lch, :); + dists = sqrt(sum((optPos3D(shortIdx, :) - longPos).^2, 2)); + [~, nearestSCidx] = min(dists); + + % Regress out nearest short channel + sc = shortData(:, nearestSCidx); + Y(:, lch) = regressOut(Y(:, lch), sc); + end + + case 'pca' + % PCA on short-channel data + shortCentered = shortData - mean(shortData, 1, 'omitnan'); + % Replace NaN for SVD + shortCentered(isnan(shortCentered)) = 0; + + if nShort > 1 + [U, S, ~] = svd(shortCentered, 'econ'); + nPC = min(numPCs, size(U, 2)); + pcRegressors = U(:, 1:nPC) * S(1:nPC, 1:nPC); + else + pcRegressors = shortCentered; + end + + % Regress PCs from each long channel + for li = 1:length(longIdx) + lch = longIdx(li); + Y(:, lch) = regressOut(Y(:, lch), pcRegressors); + end + + case 'all' + % Use all short channels as regressors + for li = 1:length(longIdx) + lch = longIdx(li); + Y(:, lch) = regressOut(Y(:, lch), shortData); + end + end + + fNIR.(fn) = Y; +end + +% --- Add SSR metadata --- +fNIR.ssrInfo.method = method; +fNIR.ssrInfo.shortChannels = shortIdx; +fNIR.ssrInfo.longChannels = longIdx; +fNIR.ssrInfo.biomarkers = biomarkers; +if strcmp(method, 'pca') + fNIR.ssrInfo.numPCs = numPCs; +end + +end + +%%_Subfunctions_________________________________________________________ + +function y = regressOut(y, X) +% REGRESSOUT Remove signal explained by regressors from target +% +% Inputs: +% y - Target signal [T x 1] +% X - Regressors [T x K] +% +% Outputs: +% y - Residual signal [T x 1] + +% Handle NaN: use valid samples for regression, apply to all +validMask = ~isnan(y) & all(~isnan(X), 2); +if sum(validMask) < size(X, 2) + 1 + return; % Not enough valid samples +end + +% Add constant to regressors +Xreg = [X(validMask, :), ones(sum(validMask), 1)]; +beta = pinv(Xreg) * y(validMask); + +% Remove regressor contribution (exclude constant) +Xfull = [X, ones(size(X, 1), 1)]; +y = y - Xfull * beta + beta(end); % Keep the mean (remove only regressor part) + +end + +function probeInfo = getProbeInfo(fNIR) +% GETPROBEINFO Extract probe info from fNIRS struct +% +% Inputs: +% fNIR - fNIRS data structure +% +% Outputs: +% probeInfo - Probe struct with IsShortSeparation, or [] if not found + +probeInfo = []; +if isfield(fNIR, 'probeinfo') && isfield(fNIR.probeinfo, 'Probe') + if iscell(fNIR.probeinfo.Probe) && ~isempty(fNIR.probeinfo.Probe) + probeInfo = fNIR.probeinfo.Probe{1}; + end +end + +end + +function pos3D = getOptPos3D(probeInfo, nOpt) +% GETOPTPOS3D Extract 3D optode midpoint positions +% +% Inputs: +% probeInfo - Probe struct +% nOpt - Number of optodes +% +% Outputs: +% pos3D - [nOpt x 3] position matrix + +pos3D = zeros(nOpt, 3); + +if isfield(probeInfo, 'OptPos3D') && size(probeInfo.OptPos3D, 1) >= nOpt + pos3D = probeInfo.OptPos3D(1:nOpt, :); +elseif isfield(probeInfo, 'OptPosX') + nAvail = min(nOpt, length(probeInfo.OptPosX)); + pos3D(1:nAvail, 1) = probeInfo.OptPosX(1:nAvail); + pos3D(1:nAvail, 2) = probeInfo.OptPosY(1:nAvail); + if isfield(probeInfo, 'OptPosZ') + pos3D(1:nAvail, 3) = probeInfo.OptPosZ(1:nAvail); + end +end + +end diff --git a/+pf2_base/+tests/+golden/computeHash.m b/+pf2_base/+tests/+golden/computeHash.m new file mode 100644 index 00000000..15797558 --- /dev/null +++ b/+pf2_base/+tests/+golden/computeHash.m @@ -0,0 +1,33 @@ +function hash = computeHash(data) +% COMPUTEHASH Generate SHA-256 hash of input data for golden file validation +% +% Serializes input data to bytes and computes a SHA-256 hash. Used to +% verify that input data has not changed when comparing against golden files. +% +% Syntax: +% hash = pf2_base.tests.golden.computeHash(data) +% +% Inputs: +% data - Any MATLAB variable (struct, array, etc.) to hash +% +% Outputs: +% hash - SHA-256 hex string (64 characters) +% +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% hash = pf2_base.tests.golden.computeHash(data.raw); +% +% See also: pf2_base.tests.golden.verifyGolden + +% Serialize to bytes +bytes = getByteStreamFromArray(data); + +% Compute SHA-256 +md = java.security.MessageDigest.getInstance('SHA-256'); +md.update(bytes); +hashBytes = md.digest(); + +% Convert to hex string +hash = sprintf('%02x', typecast(hashBytes, 'uint8')); + +end diff --git a/+pf2_base/+tests/+golden/verifyGolden.m b/+pf2_base/+tests/+golden/verifyGolden.m new file mode 100644 index 00000000..8c125c19 --- /dev/null +++ b/+pf2_base/+tests/+golden/verifyGolden.m @@ -0,0 +1,83 @@ +function result = verifyGolden(goldenPath, actualOutput, tolerance) +% VERIFYGOLDEN Compare actual output against a golden reference file +% +% Loads a golden .mat file and compares each numeric field in the output +% struct against the actual output with a specified tolerance. Non-numeric +% fields are compared with isequal. +% +% Syntax: +% result = pf2_base.tests.golden.verifyGolden(goldenPath, actualOutput) +% result = pf2_base.tests.golden.verifyGolden(goldenPath, actualOutput, tolerance) +% +% Inputs: +% goldenPath - Path to golden .mat file +% actualOutput - Struct with same fields as golden output +% tolerance - Maximum allowed difference (default: 1e-10) +% +% Outputs: +% result - Struct with fields: +% .passed - Logical, true if all comparisons pass +% .failures - Cell array of failure description strings +% +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% processed = processFNIRS2(data, 'ShowGUI', false); +% result = pf2_base.tests.golden.verifyGolden('golden/processFNIRS2/fNIR2000_default.mat', processed); +% +% See also: pf2_base.tests.golden.computeHash + +if nargin < 3 + tolerance = 1e-10; +end + +golden = load(goldenPath); +result = struct('passed', true, 'failures', {{}}); + +% Check output field exists +if ~isfield(golden, 'output') + result.passed = false; + result.failures{end+1} = 'Golden file missing ''output'' field'; + return; +end + +goldenOutput = golden.output; + +% Compare numeric fields +fields = fieldnames(goldenOutput); +for i = 1:length(fields) + fname = fields{i}; + if ~isfield(actualOutput, fname) + result.passed = false; + result.failures{end+1} = sprintf('Missing field: %s', fname); + continue; + end + + expected = goldenOutput.(fname); + actual = actualOutput.(fname); + + if isnumeric(expected) && isnumeric(actual) + if ~isequal(size(expected), size(actual)) + result.passed = false; + result.failures{end+1} = sprintf('%s: size mismatch [%s] vs [%s]', ... + fname, mat2str(size(expected)), mat2str(size(actual))); + continue; + end + maxDiff = max(abs(expected(:) - actual(:)), [], 'omitnan'); + if maxDiff > tolerance + result.passed = false; + result.failures{end+1} = sprintf('%s: max diff %.2e exceeds tolerance %.2e', ... + fname, maxDiff, tolerance); + end + elseif ischar(expected) && ischar(actual) + if ~strcmp(expected, actual) + result.passed = false; + result.failures{end+1} = sprintf('%s: string mismatch ''%s'' vs ''%s''', ... + fname, expected, actual); + end + elseif ~isequal(expected, actual) + result.passed = false; + result.failures{end+1} = sprintf('%s: values do not match', fname); + end +end + +end diff --git a/+pf2_base/+tests/+integration/GoldenFileTest.m b/+pf2_base/+tests/+integration/GoldenFileTest.m new file mode 100644 index 00000000..9bb6aabd --- /dev/null +++ b/+pf2_base/+tests/+integration/GoldenFileTest.m @@ -0,0 +1,195 @@ +classdef GoldenFileTest < matlab.unittest.TestCase +% GOLDENFILETEST Regression tests comparing outputs against golden reference files +% +% Parameterized test class that loads golden .mat files, reproduces +% processing with the same parameters, and verifies outputs match +% within tolerance. +% +% Example: +% results = runtests('pf2_base.tests.integration.GoldenFileTest'); +% +% See also: pf2_base.tests.generateGoldenFiles, +% pf2_base.tests.golden.verifyGolden + + properties (TestParameter) + goldenFile = pf2_base.tests.integration.GoldenFileTest.findGoldenFiles(); + end + + methods (Test) + function testAgainstGolden(testCase, goldenFile) + % Load golden reference + golden = load(goldenFile); + + % Verify required fields exist + testCase.assertThat(golden, ... + matlab.unittest.constraints.HasField('output'), ... + 'Golden file missing output field'); + testCase.assertThat(golden, ... + matlab.unittest.constraints.HasField('params'), ... + 'Golden file missing params field'); + + % Determine test type based on path + [~, fileName] = fileparts(goldenFile); + + if contains(goldenFile, fullfile('golden', 'processFNIRS2')) + % Pipeline golden test + testCase.runPipelineGolden(golden, fileName); + elseif contains(goldenFile, fullfile('golden', 'functions')) + % Function golden test + testCase.runFunctionGolden(golden, fileName); + else + testCase.assertFail(sprintf('Unknown golden file location: %s', goldenFile)); + end + end + end + + methods (Access = private) + function runPipelineGolden(testCase, golden, fileName) + % Load sample data + data = pf2.import.sampleData.fNIR2000(); + + % Verify input hash + if isfield(golden, 'inputHash') + actualHash = pf2_base.tests.golden.computeHash(data.raw); + testCase.assertEqual(actualHash, golden.inputHash, ... + 'Input data has changed - golden file may need regeneration'); + end + + % Set methods from params + if isfield(golden.params, 'rawMethod') + rawMethod = golden.params.rawMethod; + % Handle temp methods that may not exist + global PF2 + if ~ismember(rawMethod, PF2.myRawMethods.cfg.Sections) && ~strcmp(rawMethod, 'None') + testCase.assumeFail(sprintf('Raw method ''%s'' not available', rawMethod)); + end + pf2.methods.raw.setMethod(rawMethod); + end + if isfield(golden.params, 'oxyMethod') + pf2.methods.oxy.setMethod(golden.params.oxyMethod); + end + + % Process + processed = processFNIRS2(data, 'ShowGUI', false); + + % Compare output + result = compareOutputs(golden.output, extractOutput(processed), 1e-10); + testCase.verifyTrue(result.passed, ... + sprintf('Golden file mismatch for %s:\n%s', fileName, strjoin(result.failures, '\n'))); + end + + function runFunctionGolden(testCase, golden, fileName) + % Load sample data + data = pf2.import.sampleData.fNIR2000(); + od = pf2_Intensity2OD(data.raw); + + % Verify input hash + if isfield(golden, 'inputHash') + actualHash = pf2_base.tests.golden.computeHash(od); + testCase.assertEqual(actualHash, golden.inputHash, ... + 'Input data has changed - golden file may need regeneration'); + end + + % Run function based on params + if isfield(golden.params, 'function') + funcName = golden.params.function; + switch funcName + case 'pf2_MotionCorrectTDDR' + actualOutput = struct('corrected', pf2_MotionCorrectTDDR(od, golden.params.fs)); + case 'pf2_SMAR' + actualOutput = struct('corrected', pf2_SMAR(od, 10)); + otherwise + testCase.assumeFail(sprintf('Unknown function: %s', funcName)); + end + else + testCase.assumeFail('Golden file params missing ''function'' field'); + end + + % Compare output + result = compareOutputs(golden.output, actualOutput, 1e-10); + testCase.verifyTrue(result.passed, ... + sprintf('Golden file mismatch for %s:\n%s', fileName, strjoin(result.failures, '\n'))); + end + end + + methods (Static) + function files = findGoldenFiles() + % Find all golden .mat files + thisFile = mfilename('fullpath'); + projectRoot = fileparts(fileparts(fileparts(fileparts(thisFile)))); + + files = {}; + dirs = {fullfile(projectRoot, 'golden', 'processFNIRS2'), ... + fullfile(projectRoot, 'golden', 'functions')}; + + for d = 1:length(dirs) + if isfolder(dirs{d}) + listing = dir(fullfile(dirs{d}, '*.mat')); + for f = 1:length(listing) + files{end+1} = fullfile(listing(f).folder, listing(f).name); %#ok + end + end + end + + if isempty(files) + % Return a placeholder so the test class can still be instantiated + files = {'__no_golden_files__'}; + end + end + end +end + + +function out = extractOutput(processed) +% Extract key output fields for golden comparison +out = struct(); +fields = {'HbO', 'HbR', 'HbTotal', 'HbDiff', 'CBSI', 'units', 'DPF_factor'}; +for i = 1:length(fields) + f = fields{i}; + if isfield(processed, f) + out.(f) = processed.(f); + end +end +end + + +function result = compareOutputs(expected, actual, tolerance) +% Compare two output structs field by field +result = struct('passed', true, 'failures', {{}}); + +fields = fieldnames(expected); +for i = 1:length(fields) + fname = fields{i}; + if ~isfield(actual, fname) + result.passed = false; + result.failures{end+1} = sprintf('Missing field: %s', fname); + continue; + end + + exp = expected.(fname); + act = actual.(fname); + + if isnumeric(exp) && isnumeric(act) + if ~isequal(size(exp), size(act)) + result.passed = false; + result.failures{end+1} = sprintf('%s: size mismatch [%s] vs [%s]', ... + fname, mat2str(size(exp)), mat2str(size(act))); + continue; + end + maxDiff = max(abs(exp(:) - act(:)), [], 'omitnan'); + if maxDiff > tolerance + result.passed = false; + result.failures{end+1} = sprintf('%s: max diff %.2e exceeds tolerance %.2e', ... + fname, maxDiff, tolerance); + end + elseif ischar(exp) && ischar(act) + if ~strcmp(exp, act) + result.passed = false; + result.failures{end+1} = sprintf('%s: string mismatch', fname); + end + elseif ~isequal(exp, act) + result.passed = false; + result.failures{end+1} = sprintf('%s: values do not match', fname); + end +end +end diff --git a/+pf2_base/+tests/+synthetic/generateFNIRS.m b/+pf2_base/+tests/+synthetic/generateFNIRS.m index 2826f481..06403fed 100644 --- a/+pf2_base/+tests/+synthetic/generateFNIRS.m +++ b/+pf2_base/+tests/+synthetic/generateFNIRS.m @@ -67,8 +67,8 @@ % time - Time vector [T x 1] in seconds % fs - Sampling frequency in Hz % fchMask - Channel mask [1 x nChannels], all ones (all good) -% markers - Event markers [M x 3] from hrfOnsets -% Format: [time, value, duration] +% markers - Event markers [M x 4] from hrfOnsets +% Format: [time, value, duration, amplitude] % info - Metadata struct with: % .header.filename = 'synthetic' % .probename = 'synthetic' @@ -237,10 +237,11 @@ end % Create markers from HRF onsets - markers = zeros(length(hrfOnsets), 3); + markers = zeros(length(hrfOnsets), 4); markers(:, 1) = hrfOnsets(:); % Time markers(:, 2) = 1; % Marker value markers(:, 3) = 0; % Duration (impulse) + markers(:, 4) = 1; % Amplitude (default) end %% Add cardiac artifact (heartbeat) diff --git a/+pf2_base/+tests/+synthetic/generateHemoglobin.m b/+pf2_base/+tests/+synthetic/generateHemoglobin.m index 74a0b6c8..3fb9ae3b 100644 --- a/+pf2_base/+tests/+synthetic/generateHemoglobin.m +++ b/+pf2_base/+tests/+synthetic/generateHemoglobin.m @@ -64,8 +64,8 @@ % .time - Time vector [T x 1] in seconds % .fs - Sampling frequency [scalar] in Hz % .fchMask - Channel mask [1 x nChannels] all ones (good) -% .markers - Event markers [M x 3] from hrfOnsets if provided -% Format: [time, value, duration] +% .markers - Event markers [M x 4] from hrfOnsets if provided +% Format: [time, value, duration, amplitude] % .info - Metadata struct with generation parameters % .HbO - Oxygenated hemoglobin [T x nChannels] in uM % .HbR - Deoxygenated hemoglobin [T x nChannels] in uM @@ -208,7 +208,7 @@ % Create markers from onsets if ~isempty(validOnsets) - markers = [validOnsets(:), ones(length(validOnsets), 1), zeros(length(validOnsets), 1)]; + markers = [validOnsets(:), ones(length(validOnsets), 1), zeros(length(validOnsets), 1), ones(length(validOnsets), 1)]; end end diff --git a/+pf2_base/+tests/+unit/BlockDefinitionTest.m b/+pf2_base/+tests/+unit/BlockDefinitionTest.m new file mode 100644 index 00000000..90ab64f9 --- /dev/null +++ b/+pf2_base/+tests/+unit/BlockDefinitionTest.m @@ -0,0 +1,560 @@ +classdef BlockDefinitionTest < matlab.unittest.TestCase + % BLOCKDEFINITIONTEST Unit tests for pf2.data.defineBlocks and pf2.data.extractBlocks + % + % Tests block definition from markers (three modes) and block extraction + % to cell arrays. Covers ConditionMap, InfoTable, InfoFields, duration + % filtering, baseline subtraction, time shifting, and info merging. + % + % Run all tests: + % results = runtests('pf2_base.tests.unit.BlockDefinitionTest'); + % + % See also: pf2.data.defineBlocks, pf2.data.extractBlocks + + properties + processedData % Processed fNIRS sample data + end + + methods (TestClassSetup) + function loadSampleData(testCase) + raw = pf2.import.sampleData.fNIR2000(); + testCase.processedData = processFNIRS2(raw, 'ShowGUI', false); + end + end + + methods (Static) + function data = makeSyntheticData() + % Create minimal fNIRS struct with synthetic markers for testing + fs = 10; + T = 300; % 300 seconds + nSamples = T * fs; + nCh = 4; + t = (0:nSamples-1)' / fs; + + data.time = t; + data.fs = fs; + data.HbO = randn(nSamples, nCh) * 0.01; + data.HbR = randn(nSamples, nCh) * 0.005; + data.HbDiff = data.HbO - data.HbR; + data.HbTotal = data.HbO + data.HbR; + data.CBSI = randn(nSamples, nCh) * 0.008; + data.fchMask = ones(1, nCh); + data.info = struct('SubjectID', 'S01', 'Task', 'Test'); + + % Markers: [time, code, duration, amplitude] + % 3 blocks of marker 49 at t=30, 90, 180 with durations 20, 25, 30 + data.markers = [ + 30, 49, 20, 1; + 90, 49, 25, 1; + 180, 49, 30, 1; + ]; + end + + function data = makePairedMarkerData() + % Create data with start/end marker pairs + fs = 10; + T = 300; + nSamples = T * fs; + nCh = 4; + t = (0:nSamples-1)' / fs; + + data.time = t; + data.fs = fs; + data.HbO = randn(nSamples, nCh) * 0.01; + data.HbR = randn(nSamples, nCh) * 0.005; + data.HbDiff = data.HbO - data.HbR; + data.HbTotal = data.HbO + data.HbR; + data.CBSI = randn(nSamples, nCh) * 0.008; + data.fchMask = ones(1, nCh); + data.info = struct('SubjectID', 'S01'); + + % Start/end pairs: condition A (50->52), condition B (51->53) + data.markers = [ + 20, 50, 0, 1; % Start A block 1 + 45, 52, 0, 1; % End A block 1 + 60, 51, 0, 1; % Start B block 1 + 90, 53, 0, 1; % End B block 1 + 120, 50, 0, 1; % Start A block 2 + 155, 52, 0, 1; % End A block 2 + 200, 51, 0, 1; % Start B block 2 + 240, 53, 0, 1; % End B block 2 + ]; + end + end + + %% defineBlocks - Marker + Fixed Duration + methods (Test) + function testMarkerFixedDuration(testCase) + % Marker code + fixed duration creates correct blocks + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 15); + + testCase.verifyLength(blocks, 3, 'Should find 3 blocks'); + testCase.verifyEqual(blocks(1).startTime, 30, 'First block starts at marker time'); + testCase.verifyEqual(blocks(1).endTime, 45, 'First block ends at start + duration'); + testCase.verifyEqual(blocks(1).duration, 15, 'Duration should be 15s'); + testCase.verifyEqual(blocks(1).markerCode, 49, 'Marker code preserved'); + end + + function testMarkerFixedDurationBlockNumbers(testCase) + % BlockNumber auto-assigned sequentially + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 15); + + for k = 1:length(blocks) + testCase.verifyEqual(blocks(k).info.BlockNumber, k, ... + sprintf('Block %d should have BlockNumber = %d', k, k)); + end + end + end + + %% defineBlocks - Marker Duration from Column 3 + methods (Test) + function testMarkerUseDuration(testCase) + % UseDuration flag reads duration from markers column 3 + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'UseDuration', true); + + testCase.verifyLength(blocks, 3); + testCase.verifyEqual(blocks(1).duration, 20, 'Block 1 duration from col 3'); + testCase.verifyEqual(blocks(2).duration, 25, 'Block 2 duration from col 3'); + testCase.verifyEqual(blocks(3).duration, 30, 'Block 3 duration from col 3'); + testCase.verifyEqual(blocks(1).endTime, 50, 'endTime = startTime + duration'); + end + end + + %% defineBlocks - Start/End Pairs + methods (Test) + function testStartEndPairs(testCase) + % Paired start/end markers produce correct windows + data = pf2_base.tests.unit.BlockDefinitionTest.makePairedMarkerData(); + blocks = pf2.data.defineBlocks(data, ... + 'StartMarker', [50; 51], 'EndMarker', [52; 53]); + + testCase.verifyLength(blocks, 4, 'Should find 4 blocks (2 per condition)'); + + % Sorted by time: A1(20-45), B1(60-90), A2(120-155), B2(200-240) + testCase.verifyEqual(blocks(1).startTime, 20); + testCase.verifyEqual(blocks(1).endTime, 45); + testCase.verifyEqual(blocks(1).duration, 25); + testCase.verifyEqual(blocks(2).startTime, 60); + testCase.verifyEqual(blocks(2).endTime, 90); + end + end + + %% defineBlocks - ConditionMap + methods (Test) + function testConditionMap(testCase) + % ConditionMap assigns condition labels per marker code + data = pf2_base.tests.unit.BlockDefinitionTest.makePairedMarkerData(); + blocks = pf2.data.defineBlocks(data, ... + 'StartMarker', [50; 51], 'EndMarker', [52; 53], ... + 'ConditionMap', {50, 'Natural'; 51, 'Synthetic'}); + + % Sorted by time: A1(50), B1(51), A2(50), B2(51) + testCase.verifyEqual(blocks(1).info.Condition, 'Natural'); + testCase.verifyEqual(blocks(2).info.Condition, 'Synthetic'); + testCase.verifyEqual(blocks(3).info.Condition, 'Natural'); + testCase.verifyEqual(blocks(4).info.Condition, 'Synthetic'); + end + + function testConditionMapWithMarkerCode(testCase) + % ConditionMap works with MarkerCode mode using OR logic + data = pf2_base.tests.unit.BlockDefinitionTest.makePairedMarkerData(); + + % Use column vector for OR: find markers 50 or 51 + blocks = pf2.data.defineBlocks(data, ... + 'MarkerCode', [50; 51], 'Duration', 10, ... + 'ConditionMap', {50, 'CondA'; 51, 'CondB'}); + + testCase.verifyLength(blocks, 4, 'Should find 4 markers (2x50 + 2x51)'); + testCase.verifyEqual(blocks(1).info.Condition, 'CondA'); + testCase.verifyEqual(blocks(2).info.Condition, 'CondB'); + end + end + + %% defineBlocks - InfoTable + methods (Test) + function testInfoTable(testCase) + % Per-block table columns become .info fields + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + scores = table([85; 92; 78], {'Easy';'Hard';'Easy'}, ... + 'VariableNames', {'Score','Difficulty'}); + + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'Duration', 15, 'InfoTable', scores); + + testCase.verifyEqual(blocks(1).info.Score, 85); + testCase.verifyEqual(blocks(2).info.Difficulty, 'Hard'); + testCase.verifyEqual(blocks(3).info.Score, 78); + end + end + + %% defineBlocks - InfoFields + methods (Test) + function testInfoFields(testCase) + % Constant InfoFields applied to all blocks + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'Duration', 15, 'InfoFields', struct('Task', 'Stroop', 'Group', 'Control')); + + for k = 1:length(blocks) + testCase.verifyEqual(blocks(k).info.Task, 'Stroop'); + testCase.verifyEqual(blocks(k).info.Group, 'Control'); + end + end + end + + %% defineBlocks - MinDuration Filter + methods (Test) + function testMinDurationFilter(testCase) + % Blocks shorter than MinDuration are rejected + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + % Durations are 20, 25, 30 from column 3 + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'UseDuration', true, 'MinDuration', 22); + + testCase.verifyLength(blocks, 2, ... + 'Should reject block with duration=20 (< MinDuration=22)'); + testCase.verifyEqual(blocks(1).duration, 25); + testCase.verifyEqual(blocks(2).duration, 30); + % BlockNumbers should be renumbered after filtering + testCase.verifyEqual(blocks(1).info.BlockNumber, 1); + testCase.verifyEqual(blocks(2).info.BlockNumber, 2); + end + + function testMaxDurationFilter(testCase) + % Blocks longer than MaxDuration are rejected + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'UseDuration', true, 'MaxDuration', 27); + + testCase.verifyLength(blocks, 2, ... + 'Should reject block with duration=30 (> MaxDuration=27)'); + end + end + + %% defineBlocks - Empty Markers + methods (Test) + function testEmptyMarkers(testCase) + % No matching markers returns empty struct array + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 999, 'Duration', 10); + + testCase.verifyEmpty(blocks, 'Should return empty for no matching markers'); + testCase.verifyTrue(isstruct(blocks), 'Empty result should still be struct'); + end + + function testEmptyMarkerArray(testCase) + % Data with empty markers returns empty + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + data.markers = zeros(0, 4); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 10); + + testCase.verifyEmpty(blocks); + end + end + + %% extractBlocks - Basic Extraction + methods (Test) + function testBasicExtraction(testCase) + % Extract blocks produces correct number of segments + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + segments = pf2.data.extractBlocks(data, blocks, 'SetT0', false); + + testCase.verifyLength(segments, 3, 'Should extract 3 segments'); + + % Each segment should have time within block bounds + for k = 1:length(segments) + seg = segments{k}; + testCase.verifyTrue(isfield(seg, 'HbO'), 'Segment should have HbO'); + testCase.verifyTrue(isfield(seg, 'time'), 'Segment should have time'); + testCase.verifyGreaterThanOrEqual(min(seg.time), blocks(k).startTime - 0.5, ... + 'Segment time should start near block start'); + testCase.verifyLessThanOrEqual(max(seg.time), blocks(k).endTime + 0.5, ... + 'Segment time should end near block end'); + end + end + end + + %% extractBlocks - PreTime/PostTime + methods (Test) + function testPreTimePostTime(testCase) + % PreTime and PostTime extend extraction window + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + + % Extract with 5s pre and 3s post, no T0 shift for easier verification + segments = pf2.data.extractBlocks(data, blocks, ... + 'PreTime', 5, 'PostTime', 3, 'SetT0', false); + + seg = segments{1}; + expectedStart = blocks(1).startTime - 5; + expectedEnd = blocks(1).endTime + 3; + + testCase.verifyLessThanOrEqual(min(seg.time), expectedStart + 0.2, ... + 'Segment should start at block start - PreTime'); + testCase.verifyGreaterThanOrEqual(max(seg.time), expectedEnd - 0.2, ... + 'Segment should end at block end + PostTime'); + end + end + + %% extractBlocks - BaselineWindow + methods (Test) + function testBaselineWindow(testCase) + % BaselineWindow applies baseline subtraction + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + % Add a known offset to HbO so baseline subtraction is visible + data.HbO = data.HbO + 5; + + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + + % Extract without baseline + segsNoBL = pf2.data.extractBlocks(data, blocks, 'SetT0', false); + + % Extract with baseline: [-5, 0] relative to block start + % Need PreTime >= 5 to include baseline period in extraction + segsBL = pf2.data.extractBlocks(data, blocks, ... + 'PreTime', 5, 'BaselineWindow', [-5, 0], 'SetT0', false); + + % Baseline-corrected data should have lower mean than uncorrected + meanNoBL = mean(segsNoBL{1}.HbO(:)); + meanBL = mean(segsBL{1}.HbO(:)); + testCase.verifyLessThan(abs(meanBL), abs(meanNoBL), ... + 'Baseline correction should reduce mean offset'); + end + end + + %% extractBlocks - SetT0 + methods (Test) + function testSetT0(testCase) + % SetT0 shifts time so block start = 0 + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + + segments = pf2.data.extractBlocks(data, blocks, 'SetT0', true); + + for k = 1:length(segments) + seg = segments{k}; + testCase.verifyEqual(min(seg.time), 0, 'AbsTol', 0.2, ... + 'Time should start near 0 after SetT0'); + end + end + + function testSetT0WithPreTime(testCase) + % With PreTime, time starts at negative value + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + + segments = pf2.data.extractBlocks(data, blocks, ... + 'PreTime', 5, 'SetT0', true); + + seg = segments{1}; + testCase.verifyLessThan(min(seg.time), 0, ... + 'With PreTime, time should start before 0'); + testCase.verifyEqual(min(seg.time), -5, 'AbsTol', 0.2, ... + 'Time should start near -PreTime'); + end + end + + %% extractBlocks - Info Merging + methods (Test) + function testInfoMerging(testCase) + % Parent data.info merged with block.info + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'Duration', 20, 'ConditionMap', {49, 'StroopTask'}); + + segments = pf2.data.extractBlocks(data, blocks); + + seg = segments{1}; + % Parent info fields preserved + testCase.verifyEqual(seg.info.SubjectID, 'S01', ... + 'Parent SubjectID should be copied'); + testCase.verifyEqual(seg.info.Task, 'Test', ... + 'Parent Task field should be preserved'); + % Block info fields overlaid + testCase.verifyTrue(isfield(seg.info, 'BlockNumber'), ... + 'BlockNumber should be present'); + testCase.verifyEqual(seg.info.Condition, 'StroopTask', ... + 'Condition from ConditionMap should be present'); + end + + function testCopyInfoFalse(testCase) + % CopyInfo=false skips parent data.info + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, 'Duration', 20); + + segments = pf2.data.extractBlocks(data, blocks, 'CopyInfo', false); + + seg = segments{1}; + testCase.verifyFalse(isfield(seg.info, 'SubjectID'), ... + 'Parent SubjectID should not be present when CopyInfo=false'); + testCase.verifyTrue(isfield(seg.info, 'BlockNumber'), ... + 'Block-level fields should still be present'); + end + end + + %% extractBlocks - SkipInvalid + methods (Test) + function testSkipInvalid(testCase) + % Blocks outside data range are skipped + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + + % Create blocks manually, one out of range + blocks(1).startTime = 30; + blocks(1).endTime = 50; + blocks(1).duration = 20; + blocks(1).markerCode = 49; + blocks(1).markerIndex = 1; + blocks(1).info = struct('BlockNumber', 1); + + blocks(2).startTime = 500; % Beyond data range (300s) + blocks(2).endTime = 520; + blocks(2).duration = 20; + blocks(2).markerCode = 49; + blocks(2).markerIndex = 2; + blocks(2).info = struct('BlockNumber', 2); + + segments = pf2.data.extractBlocks(data, blocks, 'SkipInvalid', true); + + testCase.verifyLength(segments, 1, ... + 'Out-of-range block should be skipped'); + end + end + + %% Integration: defineBlocks -> extractBlocks -> Experiment + methods (Test) + function testEndToEndPipeline(testCase) + % Full pipeline: define blocks, extract, verify cell array structure + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'UseDuration', true, ... + 'ConditionMap', {49, 'StroopTask'}, ... + 'InfoFields', struct('Group', 'Control')); + + segments = pf2.data.extractBlocks(data, blocks, ... + 'PreTime', 5, 'PostTime', 2, 'SetT0', true); + + testCase.verifyLength(segments, 3, 'Should have 3 segments'); + + % Verify each segment is a valid fNIRS struct + for k = 1:length(segments) + seg = segments{k}; + testCase.verifyTrue(isfield(seg, 'HbO'), 'Must have HbO'); + testCase.verifyTrue(isfield(seg, 'time'), 'Must have time'); + testCase.verifyTrue(isfield(seg, 'info'), 'Must have info'); + testCase.verifyEqual(seg.info.Condition, 'StroopTask'); + testCase.verifyEqual(seg.info.Group, 'Control'); + testCase.verifyEqual(seg.info.SubjectID, 'S01'); + testCase.verifyEqual(seg.info.BlockNumber, k); + + % Time should start near -5 (PreTime) after SetT0 + testCase.verifyEqual(min(seg.time), -5, 'AbsTol', 0.2); + end + end + + function testWithRealSampleData(testCase) + % Verify with real processed sample data + data = testCase.processedData; + + % Add synthetic markers to real data + timeVec = data.time; + minT = min(timeVec); + data.markers = [ + minT + 30, 10, 20, 1; + minT + 80, 10, 20, 1; + ]; + + blocks = pf2.data.defineBlocks(data, 'MarkerCode', 10, 'Duration', 20); + segments = pf2.data.extractBlocks(data, blocks, 'SetT0', true); + + testCase.verifyLength(segments, 2); + testCase.verifyTrue(isfield(segments{1}, 'HbO')); + testCase.verifyEqual(size(segments{1}.HbO, 2), size(data.HbO, 2), ... + 'Channel count should be preserved'); + end + end + + %% defineBlocks - Positional API + methods (Test) + function testPositionalCodesAndDuration(testCase) + % Simple positional syntax: defineBlocks(data, codes, duration) + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, [49], 15); + + testCase.verifyLength(blocks, 3, 'Should find 3 blocks'); + testCase.verifyEqual(blocks(1).duration, 15); + testCase.verifyEqual(blocks(1).startTime, 30); + end + + function testPositionalMultipleCodes(testCase) + % Multiple codes as row vector: defineBlocks(data, [49, 50], 30) + data = pf2_base.tests.unit.BlockDefinitionTest.makePairedMarkerData(); + blocks = pf2.data.defineBlocks(data, [50, 51], 10); + + testCase.verifyLength(blocks, 4, 'Should find 4 blocks (2x50 + 2x51)'); + end + + function testPositionalAutoDuration(testCase) + % No duration given: auto-detect from marker column 3 + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 49); + + testCase.verifyLength(blocks, 3); + testCase.verifyEqual(blocks(1).duration, 20, ... + 'Should auto-use duration from marker column 3'); + testCase.verifyEqual(blocks(2).duration, 25); + testCase.verifyEqual(blocks(3).duration, 30); + end + + function testPositionalWithNameValue(testCase) + % Positional codes + name-value params mixed + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 49, 15, ... + 'ConditionMap', {49, 'Stroop'}); + + testCase.verifyLength(blocks, 3); + testCase.verifyEqual(blocks(1).info.Condition, 'Stroop'); + testCase.verifyEqual(blocks(1).duration, 15); + end + end + + %% defineBlocks - PrePad/PostPad + methods (Test) + function testPrePadPostPad(testCase) + % PrePad and PostPad extend block boundaries + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + blocks = pf2.data.defineBlocks(data, 49, 20, ... + 'PrePad', 5, 'PostPad', 3); + + testCase.verifyEqual(blocks(1).startTime, 25, ... + 'startTime should be 30 - 5 PrePad = 25'); + testCase.verifyEqual(blocks(1).endTime, 53, ... + 'endTime should be 50 + 3 PostPad = 53'); + testCase.verifyEqual(blocks(1).duration, 28, ... + 'duration = 20 + 5 + 3 = 28'); + end + end + + %% Error Handling + methods (Test) + function testNoModeError(testCase) + % Must specify either MarkerCode or StartMarker+EndMarker + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + testCase.verifyError(... + @() pf2.data.defineBlocks(data, 'Duration', 10), ... + 'pf2:defineBlocks:noMode'); + end + + function testAmbiguousModeError(testCase) + % Cannot specify both MarkerCode and StartMarker + data = pf2_base.tests.unit.BlockDefinitionTest.makeSyntheticData(); + testCase.verifyError(... + @() pf2.data.defineBlocks(data, 'MarkerCode', 49, ... + 'StartMarker', 50, 'EndMarker', 51), ... + 'pf2:defineBlocks:ambiguousMode'); + end + end +end diff --git a/+pf2_base/+tests/+unit/ConnectivityTest.m b/+pf2_base/+tests/+unit/ConnectivityTest.m new file mode 100644 index 00000000..6b534621 --- /dev/null +++ b/+pf2_base/+tests/+unit/ConnectivityTest.m @@ -0,0 +1,719 @@ +classdef ConnectivityTest < matlab.unittest.TestCase + % CONNECTIVITYTEST Unit tests for connectivity and hyperscanning modules + % + % Tests cover: + % - Coupling functions: pearson, spearman, xcorr, coherence, wcoherence + % - Connectivity matrix computation + % - Subject pairing for hyperscanning + % - Dyad and group computation + % - Permutation testing + % - Export to table + % - Plotting: plotWcoherence, plotWindowed, plotGroup + % + % Example: + % results = runtests('pf2_base.tests.unit.ConnectivityTest'); + % disp(results); + + properties + fs % Sampling frequency + T % Number of samples + nChannels % Number of channels + end + + methods (TestClassSetup) + function setupParams(testCase) + testCase.fs = 10; + testCase.T = 1000; + testCase.nChannels = 8; + end + end + + + %% Coupling Functions + methods (Test) + + function testPearsonCorrelatedSignals(testCase) + % Two correlated signals should have r near target + rng(42); + target_r = 0.7; + [x, y] = generateCorrelatedPair(testCase.T, target_r); + result = exploreFNIRS.coupling.pearson(x, y, testCase.fs); + + testCase.verifyEqual(result.method, 'pearson'); + testCase.verifyFalse(result.windowed); + testCase.verifyGreaterThan(result.value, 0.5); + testCase.verifyLessThan(result.pvalue, 0.01); + end + + function testPearsonUncorrelatedSignals(testCase) + % Two independent signals should have r near zero + rng(42); + x = randn(testCase.T, 1); + y = randn(testCase.T, 1); + result = exploreFNIRS.coupling.pearson(x, y, testCase.fs); + + testCase.verifyLessThan(abs(result.value), 0.15); + end + + function testPearsonWindowed(testCase) + % Windowed: high corr in first half, low in second + rng(42); + T = testCase.T; + shared = randn(T, 1); + x = [shared(1:T/2) + randn(T/2, 1) * 0.3; randn(T/2, 1)]; + y = [shared(1:T/2) + randn(T/2, 1) * 0.3; randn(T/2, 1)]; + + result = exploreFNIRS.coupling.pearson(x, y, testCase.fs, ... + 'WindowSize', 10); % 10-second windows + + testCase.verifyTrue(result.windowed); + testCase.verifyGreaterThan(length(result.value), 1); + testCase.verifyTrue(isfield(result, 'windowTimes')); + + % First quarter should have higher correlation than last quarter + nWin = length(result.value); + firstQ = mean(result.value(1:floor(nWin/4)), 'omitnan'); + lastQ = mean(result.value(ceil(3*nWin/4):end), 'omitnan'); + testCase.verifyGreaterThan(firstQ, lastQ); + end + + function testSpearmanCorrelatedSignals(testCase) + rng(42); + [x, y] = generateCorrelatedPair(testCase.T, 0.7); + result = exploreFNIRS.coupling.spearman(x, y, testCase.fs); + + testCase.verifyEqual(result.method, 'spearman'); + testCase.verifyGreaterThan(result.value, 0.4); + testCase.verifyLessThan(result.pvalue, 0.01); + end + + function testXcorrPeakLag(testCase) + % Signal y is a delayed version of x - should detect lag + rng(42); + lagSamples = 5; % 0.5 seconds at 10 Hz + T = testCase.T; + x = randn(T, 1); + y = [zeros(lagSamples, 1); x(1:end-lagSamples)]; + + result = exploreFNIRS.coupling.xcorr(x, y, testCase.fs, ... + 'MaxLag', 2); + + testCase.verifyEqual(result.method, 'xcorr'); + testCase.verifyGreaterThan(abs(result.value), 0.8); + testCase.verifyEqual(abs(result.lag), lagSamples / testCase.fs, ... + 'AbsTol', 1/testCase.fs); + end + + function testCoherenceCorrelatedSignals(testCase) + % Low-frequency coherent signals + rng(42); + t = (0:testCase.T-1)' / testCase.fs; + shared = sin(2*pi*0.05*t); % 0.05 Hz shared oscillation + x = shared + randn(testCase.T, 1) * 0.3; + y = shared + randn(testCase.T, 1) * 0.3; + + result = exploreFNIRS.coupling.coherence(x, y, testCase.fs, ... + 'FreqRange', [0.01, 0.1]); + + testCase.verifyEqual(result.method, 'coherence'); + testCase.verifyGreaterThan(result.value, 0.3); + testCase.verifyTrue(isfield(result, 'spectrum')); + testCase.verifyTrue(isfield(result, 'freqs')); + end + + function testPearsonLengthMismatch(testCase) + x = randn(100, 1); + y = randn(50, 1); + testCase.verifyError(@() exploreFNIRS.coupling.pearson(x, y, 10), ... + 'exploreFNIRS:coupling:pearson'); + end + + end + + + %% Connectivity Matrix + methods (Test) + + function testComputeMatrixBasic(testCase) + rng(42); + data = createSyntheticSubject(testCase, 'correlated'); + + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + nCh = length(result.channels); + testCase.verifyEqual(size(result.matrix), [nCh, nCh]); + testCase.verifyEqual(size(result.pmatrix), [nCh, nCh]); + testCase.verifyEqual(result.method, 'pearson'); + testCase.verifyEqual(result.biomarker, 'HbO'); + + % Diagonal should be 1 + testCase.verifyEqual(diag(result.matrix), ones(nCh, 1), 'AbsTol', 1e-10); + + % Matrix should be symmetric + testCase.verifyEqual(result.matrix, result.matrix', 'AbsTol', 1e-10); + end + + function testComputeMatrixCorrelation(testCase) + % Channels 1-2 should be correlated, channel 3 independent + rng(42); + T = testCase.T; + shared = randn(T, 1); + data.HbO = [shared + randn(T,1)*0.2, shared + randn(T,1)*0.2, randn(T,1)]; + data.time = (0:T-1)' / testCase.fs; + data.fs = testCase.fs; + data.fchMask = [1, 1, 1]; + + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + % Ch1-Ch2 should be highly correlated + testCase.verifyGreaterThan(result.matrix(1, 2), 0.7); + % Ch1-Ch3 and Ch2-Ch3 should be weakly correlated + testCase.verifyLessThan(abs(result.matrix(1, 3)), 0.3); + testCase.verifyLessThan(abs(result.matrix(2, 3)), 0.3); + end + + function testComputeMatrixTimeWindow(testCase) + rng(42); + data = createSyntheticSubject(testCase, 'random'); + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'TimeWindow', [10, 50]); + + expectedSamples = sum(data.time >= 10 & data.time <= 50); + testCase.verifyEqual(result.nSamples, expectedSamples); + end + + function testComputeMatrixChannelSubset(testCase) + rng(42); + data = createSyntheticSubject(testCase, 'random'); + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'Channels', [1, 3, 5]); + + testCase.verifyEqual(result.channels, [1, 3, 5]); + testCase.verifyEqual(size(result.matrix), [3, 3]); + end + + end + + + %% Hyperscanning - Pairing + methods (Test) + + function testPairSubjectsByMetadata(testCase) + data = createDyadData(testCase, 3); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + + testCase.verifyEqual(length(pairs), 3); + for d = 1:3 + testCase.verifyEqual(length(pairs(d).indices), 2); + testCase.verifyNotEmpty(pairs(d).dyadID); + end + end + + function testPairSubjectsManual(testCase) + data = createDyadData(testCase, 2); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data, ... + 'ManualPairs', {{1,2}, {3,4}}); + + testCase.verifyEqual(length(pairs), 2); + testCase.verifyEqual(pairs(1).indices, [1, 2]); + testCase.verifyEqual(pairs(2).indices, [3, 4]); + end + + function testPairSubjectsMismatchWarning(testCase) + % Create data with one incomplete dyad + data = createDyadData(testCase, 2); + % Remove one member of dyad 2 + data = data(1:3); % only 3 of 4 subjects + testCase.verifyWarning( ... + @() exploreFNIRS.hyperscanning.pairSubjects(data), ... + 'exploreFNIRS:hyperscanning:pairSubjects'); + end + + end + + + %% Hyperscanning - Dyad Computation + methods (Test) + + function testComputeDyadIdentical(testCase) + % Identical signals should yield coupling ~1 + rng(42); + data = createSyntheticSubject(testCase, 'random'); + result = exploreFNIRS.hyperscanning.computeDyad(data, data, ... + 'Method', 'pearson', 'Biomarker', 'HbO', 'ChannelPairing', 'same'); + + testCase.verifyEqual(result.pairing, 'same'); + testCase.verifyEqual(length(result.values), testCase.nChannels); + % All channels should have r ~ 1 + testCase.verifyGreaterThan(min(result.values), 0.95); + end + + function testComputeDyadCorrelated(testCase) + % Shared signal across subjects should yield positive coupling + rng(42); + T = testCase.T; + nCh = testCase.nChannels; + shared = randn(T, nCh) * 0.5; + + dataA = createSyntheticSubject(testCase, 'random'); + dataB = createSyntheticSubject(testCase, 'random'); + dataA.HbO = shared + randn(T, nCh) * 0.5; + dataB.HbO = shared + randn(T, nCh) * 0.5; + + result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, ... + 'Method', 'pearson', 'ChannelPairing', 'same'); + + testCase.verifyGreaterThan(mean(result.values, 'omitnan'), 0.2); + end + + function testComputeDyadAllPairing(testCase) + rng(42); + dataA = createSyntheticSubject(testCase, 'random'); + dataB = createSyntheticSubject(testCase, 'random'); + + result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, ... + 'ChannelPairing', 'all'); + + testCase.verifyEqual(result.pairing, 'all'); + nCh = testCase.nChannels; + testCase.verifyEqual(size(result.values), [nCh, nCh]); + end + + end + + + %% Hyperscanning - Group Computation + methods (Test) + + function testComputeGroupBasic(testCase) + rng(42); + nDyads = 5; + data = createDyadData(testCase, nDyads); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + + result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + testCase.verifyTrue(isfield(result, 'Mean')); + testCase.verifyTrue(isfield(result, 'SD')); + testCase.verifyTrue(isfield(result, 'SEM')); + testCase.verifyTrue(isfield(result, 'N')); + testCase.verifyTrue(isfield(result, 'tstat')); + testCase.verifyTrue(isfield(result, 'pvalue')); + testCase.verifyEqual(length(result.dyads), nDyads); + end + + function testComputeGroupDetectsSignal(testCase) + % Dyads with shared signal should have positive mean coupling + rng(42); + nDyads = 5; + data = createDyadDataWithSharedSignal(testCase, nDyads, 0.5); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + + result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + testCase.verifyGreaterThan(mean(result.Mean, 'omitnan'), 0.15); + end + + end + + + %% Permutation Testing + methods (Test) + + function testPermutationTestSignificant(testCase) + % Strong shared signal should survive permutation + rng(42); + nDyads = 5; + data = createDyadDataWithSharedSignal(testCase, nDyads, 0.7); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + + result = exploreFNIRS.hyperscanning.permutationTest(data, pairs, ... + 'Permutations', 100, 'PThreshold', 0.05, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + testCase.verifyTrue(isfield(result, 'pvalue')); + testCase.verifyTrue(isfield(result, 'significant')); + testCase.verifyTrue(isfield(result, 'nullDist')); + testCase.verifyTrue(isfield(result, 'zScore')); + + % At least some channels should be significant + testCase.verifyTrue(any(result.significant(:))); + end + + function testPermutationTestNull(testCase) + % Independent signals should not be significant + rng(42); + nDyads = 5; + data = createDyadData(testCase, nDyads); % no shared signal + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + + result = exploreFNIRS.hyperscanning.permutationTest(data, pairs, ... + 'Permutations', 50, 'PThreshold', 0.05, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + % Most channels should NOT be significant + testCase.verifyLessThan(sum(result.significant(:)) / numel(result.significant), 0.3); + end + + end + + + %% Export + methods (Test) + + function testConnectivityMatrixExport(testCase) + rng(42); + data = createSyntheticSubject(testCase, 'random'); + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'Method', 'pearson', 'Channels', 1:3); + + T = exploreFNIRS.export.connectivityToTable(result); + + testCase.verifyTrue(istable(T)); + testCase.verifyGreaterThan(height(T), 0); + testCase.verifyTrue(ismember('Coupling', T.Properties.VariableNames)); + testCase.verifyTrue(ismember('ChannelA', T.Properties.VariableNames)); + testCase.verifyTrue(ismember('ChannelB', T.Properties.VariableNames)); + end + + function testHyperscanningExport(testCase) + rng(42); + nDyads = 3; + data = createDyadDataWithSharedSignal(testCase, nDyads, 0.5); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + result.pairs = pairs; + + T = exploreFNIRS.export.connectivityToTable(result, ... + 'IncludeDyads', true, 'IncludeGroup', true); + + testCase.verifyTrue(istable(T)); + testCase.verifyGreaterThan(height(T), 0); + testCase.verifyTrue(ismember('DyadID', T.Properties.VariableNames)); + testCase.verifyTrue(ismember('Level', T.Properties.VariableNames)); + end + + + %% Wavelet Coherence Tests + + function testWcoherenceCorrelatedSignals(testCase) + % Two correlated signals should have high wavelet coherence + rng(42); + T = testCase.T; + fs = testCase.fs; + t = (0:T-1)' / fs; + shared = sin(2 * pi * 0.05 * t); + x = shared + randn(T, 1) * 0.2; + y = shared + randn(T, 1) * 0.2; + + result = exploreFNIRS.coupling.wcoherence(x, y, fs, ... + 'FreqRange', [0.01, 0.2]); + + testCase.verifyEqual(result.method, 'wcoherence'); + testCase.verifyFalse(result.windowed); + testCase.verifyGreaterThan(result.value, 0.3); + testCase.verifyTrue(isnan(result.pvalue)); + testCase.verifyTrue(isfield(result, 'wcoh')); + testCase.verifyTrue(isfield(result, 'freqs')); + testCase.verifyTrue(isfield(result, 'times')); + testCase.verifyTrue(isfield(result, 'coi')); + testCase.verifyEqual(size(result.wcoh, 2), T); + end + + function testWcoherenceUncorrelatedSignals(testCase) + % Two independent signals should have low wavelet coherence + rng(42); + x = randn(testCase.T, 1); + y = randn(testCase.T, 1); + + result = exploreFNIRS.coupling.wcoherence(x, y, testCase.fs, ... + 'FreqRange', [0.01, 0.5]); + + testCase.verifyLessThan(result.value, 0.6); + end + + function testWcoherencePhaseOutput(testCase) + % Phase output should be returned when requested + rng(42); + T = testCase.T; + fs = testCase.fs; + t = (0:T-1)' / fs; + x = sin(2 * pi * 0.05 * t); + y = cos(2 * pi * 0.05 * t); + + result = exploreFNIRS.coupling.wcoherence(x, y, fs, ... + 'PhaseOutput', true); + + testCase.verifyTrue(isfield(result, 'phase')); + testCase.verifyEqual(size(result.phase), size(result.wcoh)); + end + + function testWcoherenceInConnectivityMatrix(testCase) + % WCT should work through computeMatrix dispatch + rng(42); + data = createSyntheticSubject(testCase, 'correlated'); + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'Method', 'wcoherence', 'Biomarker', 'HbO'); + + testCase.verifyTrue(isfield(result, 'matrix')); + nCh = testCase.nChannels; + testCase.verifyEqual(size(result.matrix), [nCh, nCh]); + testCase.verifyEqual(result.method, 'wcoherence'); + end + + function testWcoherenceInHyperscanning(testCase) + % WCT should work through computeDyad dispatch + rng(42); + data = createDyadDataWithSharedSignal(testCase, 2, 0.5); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... + 'Method', 'wcoherence', 'Biomarker', 'HbO'); + + testCase.verifyTrue(isfield(result, 'Mean')); + testCase.verifyEqual(result.method, 'wcoherence'); + end + + + %% Plot Tests (headless) + + function testPlotWcoherence(testCase) + % plotWcoherence should create a figure without error + rng(42); + T = testCase.T; + fs = testCase.fs; + t = (0:T-1)' / fs; + x = sin(2 * pi * 0.05 * t) + randn(T, 1) * 0.3; + y = sin(2 * pi * 0.05 * t) + randn(T, 1) * 0.3; + + result = exploreFNIRS.coupling.wcoherence(x, y, fs); + fig = exploreFNIRS.coupling.plotWcoherence(result, ... + 'Visible', 'off'); + + testCase.verifyTrue(ishandle(fig)); + close(fig); + end + + function testPlotWindowed(testCase) + % plotWindowed should create a figure for windowed results + rng(42); + [x, y] = generateCorrelatedPair(testCase.T, 0.5); + result = exploreFNIRS.coupling.pearson(x, y, testCase.fs, ... + 'WindowSize', 30); + + testCase.verifyTrue(result.windowed); + fig = exploreFNIRS.coupling.plotWindowed(result, ... + 'Visible', 'off'); + + testCase.verifyTrue(ishandle(fig)); + close(fig); + end + + function testPlotGroupHyperscanning(testCase) + % plotGroup should create a figure for group results + rng(42); + data = createDyadDataWithSharedSignal(testCase, 3, 0.5); + pairs = exploreFNIRS.hyperscanning.pairSubjects(data); + result = exploreFNIRS.hyperscanning.computeGroup(data, pairs, ... + 'Method', 'pearson', 'Biomarker', 'HbO'); + + fig = exploreFNIRS.hyperscanning.plotGroup(result, ... + 'Visible', 'off'); + + testCase.verifyTrue(ishandle(fig)); + close(fig); + end + + %% ROI Mode Tests + + function testConnectivityMatrixWithROI(testCase) + % computeMatrix with UseROI should use ROI data and return ROI labels + rng(42); + data = createSyntheticSubject(testCase, 'correlated'); + data = addROIData(data, testCase.T, {'Left','Center','Right'}); + + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'UseROI', true, 'Method', 'pearson'); + + testCase.verifyEqual(size(result.matrix), [3, 3]); + testCase.verifyTrue(result.useROI); + testCase.verifyEqual(result.labels, {'Left';'Center';'Right'}); + testCase.verifyEqual(result.channels, 1:3); + % Diagonal should be 1 + testCase.verifyEqual(diag(result.matrix), ones(3,1), 'AbsTol', 1e-10); + end + + function testConnectivityMatrixROISubsetChannels(testCase) + % computeMatrix with UseROI and Channels should subset ROIs + rng(42); + data = createSyntheticSubject(testCase, 'random'); + data = addROIData(data, testCase.T, {'Left','Center','Right','Back'}); + + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'UseROI', true, 'Channels', [1 3]); + + testCase.verifyEqual(size(result.matrix), [2, 2]); + testCase.verifyEqual(result.channels, [1 3]); + testCase.verifyEqual(result.labels, {'Left';'Right'}); + end + + function testDyadWithROI(testCase) + % computeDyad with UseROI should pair ROIs between subjects + rng(42); + roiNames = {'Left','Center','Right'}; + dataA = createSyntheticSubject(testCase, 'random'); + dataA = addROIData(dataA, testCase.T, roiNames); + dataA.info.DyadID = 'D01'; + dataA.info.Role = 'Speaker'; + + dataB = createSyntheticSubject(testCase, 'random'); + dataB = addROIData(dataB, testCase.T, roiNames); + dataB.info.DyadID = 'D01'; + dataB.info.Role = 'Listener'; + + result = exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, ... + 'UseROI', true, 'Method', 'pearson'); + + testCase.verifyEqual(length(result.values), 3); + testCase.verifyTrue(result.useROI); + testCase.verifyEqual(result.labelsA, {'Left';'Center';'Right'}); + testCase.verifyEqual(result.labelsB, {'Left';'Center';'Right'}); + end + + function testDyadROIMissingError(testCase) + % computeDyad with UseROI should error when ROI data is missing + dataA = createSyntheticSubject(testCase, 'random'); + dataB = createSyntheticSubject(testCase, 'random'); + + testCase.verifyError( ... + @() exploreFNIRS.hyperscanning.computeDyad(dataA, dataB, ... + 'UseROI', true), ... + 'exploreFNIRS:hyperscanning:computeDyad'); + end + + function testPlotMatrixWithROILabels(testCase) + % plotMatrix should display ROI labels when result has labels + rng(42); + data = createSyntheticSubject(testCase, 'correlated'); + data = addROIData(data, testCase.T, {'Left','Center','Right'}); + + result = exploreFNIRS.connectivity.computeMatrix(data, ... + 'UseROI', true, 'Method', 'pearson'); + + fig = exploreFNIRS.connectivity.plotMatrix(result, ... + 'Visible', 'off'); + + testCase.verifyTrue(ishandle(fig)); + % Check axis labels contain ROI names + ax = findobj(fig, 'Type', 'Axes'); + labels = get(ax, 'XTickLabel'); + testCase.verifyEqual(labels, {'Left';'Center';'Right'}); + close(fig); + end + + function testConnectivityMatrixROIMissingError(testCase) + % computeMatrix with UseROI should error when ROI data is missing + data = createSyntheticSubject(testCase, 'random'); + + testCase.verifyError( ... + @() exploreFNIRS.connectivity.computeMatrix(data, 'UseROI', true), ... + 'exploreFNIRS:connectivity:computeMatrix'); + end + + end + +end + + +%% Helper functions + +function [x, y] = generateCorrelatedPair(T, target_r) + % Generate two signals with approximate Pearson r = target_r + x = randn(T, 1); + noise = randn(T, 1); + y = target_r * x + sqrt(1 - target_r^2) * noise; +end + + +function data = createSyntheticSubject(testCase, mode) + % Create a single fNIRS-like struct + T = testCase.T; + nCh = testCase.nChannels; + fs = testCase.fs; + + data.time = (0:T-1)' / fs; + data.fs = fs; + data.fchMask = ones(1, nCh); + + switch mode + case 'random' + data.HbO = randn(T, nCh); + data.HbR = randn(T, nCh) * 0.5; + case 'correlated' + shared = randn(T, 1); + data.HbO = repmat(shared, 1, nCh) + randn(T, nCh) * 0.3; + data.HbR = -data.HbO * 0.3 + randn(T, nCh) * 0.1; + end + + data.info.SubjectID = 'TestSubject'; +end + + +function data = createDyadData(testCase, nDyads) + % Create cell array of subjects paired by DyadID (independent signals) + data = cell(nDyads * 2, 1); + for d = 1:nDyads + for role = 1:2 + idx = (d-1)*2 + role; + s = createSyntheticSubject(testCase, 'random'); + s.info.SubjectID = sprintf('S%d%d', d, role); + s.info.DyadID = sprintf('D%02d', d); + if role == 1 + s.info.Role = 'Speaker'; + else + s.info.Role = 'Listener'; + end + data{idx} = s; + end + end +end + + +function data = createDyadDataWithSharedSignal(testCase, nDyads, strength) + % Create dyad data where partners share a signal component + T = testCase.T; + nCh = testCase.nChannels; + data = cell(nDyads * 2, 1); + + for d = 1:nDyads + shared = randn(T, nCh) * strength; + for role = 1:2 + idx = (d-1)*2 + role; + s = createSyntheticSubject(testCase, 'random'); + s.HbO = shared + randn(T, nCh) * (1 - strength); + s.info.SubjectID = sprintf('S%d%d', d, role); + s.info.DyadID = sprintf('D%02d', d); + if role == 1 + s.info.Role = 'Speaker'; + else + s.info.Role = 'Listener'; + end + data{idx} = s; + end + end +end + + +function data = addROIData(data, T, roiNames) + % Add synthetic ROI data to an fNIRS struct + nROIs = length(roiNames); + data.ROI.HbO = randn(T, nROIs); + data.ROI.HbR = randn(T, nROIs) * 0.3; + data.ROI.info = table(repmat({[1,2,3]}, nROIs, 1), ... + 'VariableNames', {'Channels'}, ... + 'RowNames', roiNames); +end diff --git a/+pf2_base/+tests/+unit/DataManipulationTest.m b/+pf2_base/+tests/+unit/DataManipulationTest.m index e01ba14d..8d398278 100644 --- a/+pf2_base/+tests/+unit/DataManipulationTest.m +++ b/+pf2_base/+tests/+unit/DataManipulationTest.m @@ -41,15 +41,15 @@ function loadSampleData(testCase) % Create evenly spaced markers testCase.dataWithMarkers.markers = [ - minT + duration*0.05, 49, 0; % Baseline marker - minT + duration*0.10, 50, 0; % Task start 1 - minT + duration*0.20, 51, 0; % Task end 1 - minT + duration*0.30, 50, 0; % Task start 2 - minT + duration*0.40, 51, 0; % Task end 2 - minT + duration*0.50, 49, 0; % Baseline marker - minT + duration*0.60, 50, 0; % Task start 3 - minT + duration*0.70, 51, 0; % Task end 3 - minT + duration*0.80, 52, 0; % Different marker + minT + duration*0.05, 49, 0, 1; % Baseline marker + minT + duration*0.10, 50, 0, 1; % Task start 1 + minT + duration*0.20, 51, 0, 1; % Task end 1 + minT + duration*0.30, 50, 0, 1; % Task start 2 + minT + duration*0.40, 51, 0, 1; % Task end 2 + minT + duration*0.50, 49, 0, 1; % Baseline marker + minT + duration*0.60, 50, 0, 1; % Task start 3 + minT + duration*0.70, 51, 0, 1; % Task end 3 + minT + duration*0.80, 52, 0, 1; % Different marker ]; end end diff --git a/+pf2_base/+tests/+unit/DataStructureTest.m b/+pf2_base/+tests/+unit/DataStructureTest.m index d0c3029f..c5bd7316 100644 --- a/+pf2_base/+tests/+unit/DataStructureTest.m +++ b/+pf2_base/+tests/+unit/DataStructureTest.m @@ -114,16 +114,17 @@ function testTimeIsMonotonic(testCase) 'Time vector must be monotonically increasing'); end - function testMarkersHasThreeColumns(testCase) - % Verify markers matrix has exactly 3 columns when not empty + function testMarkersHasExpectedColumns(testCase) + % Verify markers matrix has at least 3 columns when not empty % - % Marker format: [time, value, duration] + % Marker format: [time, value, duration, amplitude] + % Columns 1-3 are required; column 4 (amplitude) defaults to 1 data = testCase.rawData; if ~isempty(data.markers) - testCase.verifyEqual(size(data.markers, 2), 3, ... - 'Markers must have 3 columns: [time, value, duration]'); + testCase.verifyGreaterThanOrEqual(size(data.markers, 2), 3, ... + 'Markers must have at least 3 columns: [time, value, duration]'); else testCase.verifyTrue(true, 'Empty markers array is valid'); end diff --git a/+pf2_base/+tests/+unit/GLMTest.m b/+pf2_base/+tests/+unit/GLMTest.m new file mode 100644 index 00000000..3dc03ad1 --- /dev/null +++ b/+pf2_base/+tests/+unit/GLMTest.m @@ -0,0 +1,405 @@ +classdef GLMTest < matlab.unittest.TestCase + % GLMTEST Unit tests for GLM design matrix and solver + % + % Tests cover buildDesignMatrix and fitGLM for correctness of + % design matrix construction, OLS beta recovery, contrast testing, + % and AR-IRLS convergence using synthetic data. + % + % Example: + % results = runtests('pf2_base.tests.unit.GLMTest'); + % disp(results); + % + % See also: pf2_base.fnirs.buildDesignMatrix, pf2_base.fnirs.fitGLM + + properties + fs % Sampling frequency + time % Time vector + T % Number of samples + end + + methods (TestClassSetup) + function setupSyntheticData(testCase) + testCase.fs = 10; + testCase.T = 3000; % 300 seconds at 10 Hz + testCase.time = (0:testCase.T-1)' / testCase.fs; + end + end + + %% buildDesignMatrix Tests + methods (Test) + + function testDesignMatrixDimensions(testCase) + % Design matrix should have T rows and correct number of columns + events(1).name = 'TaskA'; + events(1).onsets = [10 40 70 100]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + testCase.verifyEqual(size(X, 1), testCase.T, ... + 'Design matrix should have T rows'); + % 1 condition + 4 drift (constant + linear + quad + cubic) = 5 + testCase.verifyEqual(size(X, 2), 5, ... + 'Should have 1 stim + 4 drift columns'); + testCase.verifyEqual(length(names), size(X, 2), ... + 'Names should match column count'); + end + + function testMultipleConditions(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [10 50 90]; + events(1).duration = 15; + events(2).name = 'TaskB'; + events(2).onsets = [30 70 110]; + events(2).duration = 15; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + % 2 conditions + 4 drift = 6 + testCase.verifyEqual(size(X, 2), 6); + testCase.verifyEqual(names{1}, 'TaskA'); + testCase.verifyEqual(names{2}, 'TaskB'); + end + + function testWithDerivatives(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [10 50]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'IncludeDerivative', true, 'IncludeDispersion', true); + + % 1 condition * 3 (primary + deriv + disp) + 4 drift = 7 + testCase.verifyEqual(size(X, 2), 7); + testCase.verifyTrue(any(contains(names, 'deriv'))); + testCase.verifyTrue(any(contains(names, 'disp'))); + end + + function testShortChannelColumns(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [10]; + events(1).duration = 20; + + shortCh = randn(testCase.T, 3); % 3 short channels + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'ShortChannels', shortCh); + + % 1 condition + 4 drift + 3 short = 8 + testCase.verifyEqual(size(X, 2), 8); + testCase.verifyEqual(sum(contains(names, 'short_ch')), 3); + end + + function testNoDriftRegressors(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [10]; + events(1).duration = 20; + + [X, ~] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'DriftOrder', -1); + + testCase.verifyEqual(size(X, 2), 1, ... + 'With DriftOrder=-1, only stimulus columns'); + end + + function testHRFConvolutionShape(testCase) + % Convolved regressor should peak after stimulus onset + events(1).name = 'TaskA'; + events(1).onsets = 50; + events(1).duration = 0; % Impulse + + [X, ~] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'DriftOrder', -1); + + stimCol = X(:, 1); + [~, peakIdx] = max(stimCol); + peakTime = testCase.time(peakIdx); + + testCase.verifyGreaterThan(peakTime, 50, ... + 'HRF peak should occur after stimulus onset'); + testCase.verifyLessThan(peakTime, 60, ... + 'HRF peak should occur within ~10s of onset'); + end + + function testBoxcarConvolution(testCase) + % Boxcar stimulus should produce sustained response + events(1).name = 'TaskA'; + events(1).onsets = 50; + events(1).duration = 30; + + [X, ~] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'DriftOrder', -1); + + stimCol = X(:, 1); + % Response should be sustained during block + midBlockIdx = round(65 * testCase.fs); + testCase.verifyGreaterThan(stimCol(midBlockIdx), 0, ... + 'Signal should be positive during block'); + end + + function testImpulseDesign(testCase) + % Impulse (duration=0) should produce single HRF response + events(1).name = 'TaskA'; + events(1).onsets = [50 100 150]; + events(1).duration = 0; + + [X, ~] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'DriftOrder', -1); + + % Should see 3 peaks + stimCol = X(:, 1); + testCase.verifyGreaterThan(max(stimCol), 0); + end + + function testCustomHRF(testCase) + events(1).name = 'TaskA'; + events(1).onsets = 50; + events(1).duration = 0; + + customHRF = [0; 0.5; 1; 0.8; 0.3; 0]; + + [X, ~] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events, ... + 'HRF', customHRF, 'DriftOrder', -1); + + testCase.verifyEqual(size(X, 2), 1); + testCase.verifyGreaterThan(max(X(:, 1)), 0); + end + + end + + %% fitGLM Tests + methods (Test) + + function testOLSRecoversBetas(testCase) + % OLS should recover known betas from synthetic data + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100 140 180 220]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + % Known betas: TaskA = 2.0, constant ~= 0, drifts ~= 0 + trueBeta = [2.0; zeros(size(X, 2) - 1, 1)]; + trueBeta(end-3) = 0; % constant + + % Generate clean data + Y = X * trueBeta; + % Add small noise + noise = 0.05 * randn(testCase.T, 1); + Y = Y + noise; + + results = pf2_base.fnirs.fitGLM(Y, X, names); + + % TaskA beta should be close to 2.0 + testCase.verifyEqual(results.beta(1), 2.0, 'AbsTol', 0.2, ... + 'OLS should recover known beta for TaskA'); + end + + function testOLSOutputStructure(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T, 4); % 4 channels + + results = pf2_base.fnirs.fitGLM(Y, X, names); + + testCase.verifySize(results.beta, [size(X, 2), 4]); + testCase.verifySize(results.tstat, [size(X, 2), 4]); + testCase.verifySize(results.pval, [size(X, 2), 4]); + testCase.verifySize(results.se, [size(X, 2), 4]); + testCase.verifySize(results.residuals, [testCase.T, 4]); + testCase.verifySize(results.R2, [1, 4]); + testCase.verifyEqual(results.method, 'OLS'); + end + + function testOLSSignificanceWithSignal(testCase) + % With strong signal, GLM should detect significance + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100 140 180 220]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + trueBeta = zeros(size(X, 2), 1); + trueBeta(1) = 5.0; % Strong task effect + + Y = X * trueBeta + 0.1 * randn(testCase.T, 1); + results = pf2_base.fnirs.fitGLM(Y, X, names); + + testCase.verifyLessThan(results.pval(1), 0.001, ... + 'Strong signal should yield significant p-value'); + end + + function testOLSNoSignificanceWithNoise(testCase) + % Pure noise should not show significance + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T, 1); + + results = pf2_base.fnirs.fitGLM(Y, X, names); + + % Not guaranteed to fail, but unlikely to be very significant + testCase.verifyGreaterThan(results.pval(1), 0.001, ... + 'Pure noise should not yield highly significant p-value'); + end + + function testContrastTesting(testCase) + % Contrast should test difference between conditions + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 80 140 200]; + events(1).duration = 20; + events(2).name = 'TaskB'; + events(2).onsets = [50 110 170 230]; + events(2).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + % TaskA = 3.0, TaskB = 1.0 + trueBeta = zeros(size(X, 2), 1); + trueBeta(1) = 3.0; + trueBeta(2) = 1.0; + + Y = X * trueBeta + 0.1 * randn(testCase.T, 1); + + % Contrast: TaskA - TaskB + C = zeros(1, size(X, 2)); + C(1) = 1; C(2) = -1; + + results = pf2_base.fnirs.fitGLM(Y, X, names, ... + 'Contrasts', C, 'ContrastNames', {'A_vs_B'}); + + testCase.verifyTrue(isfield(results, 'contrast')); + testCase.verifyEqual(results.contrast.beta, 2.0, 'AbsTol', 0.3, ... + 'Contrast A-B should be ~2.0'); + testCase.verifyLessThan(results.contrast.pval, 0.001, ... + 'Contrast should be significant'); + testCase.verifyEqual(results.contrast.names{1}, 'A_vs_B'); + end + + function testMultipleContrasts(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [20 80 140]; + events(1).duration = 20; + events(2).name = 'TaskB'; + events(2).onsets = [50 110 170]; + events(2).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T, 2); + + C = zeros(2, size(X, 2)); + C(1, 1) = 1; C(1, 2) = -1; % A vs B + C(2, 1) = 1; C(2, 2) = 1; % A + B (mean) + + results = pf2_base.fnirs.fitGLM(Y, X, names, 'Contrasts', C); + + testCase.verifySize(results.contrast.beta, [2, 2]); + testCase.verifySize(results.contrast.pval, [2, 2]); + end + + function testARIRLSConverges(testCase) + % AR-IRLS should converge and produce valid results + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100 140 180 220]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + trueBeta = zeros(size(X, 2), 1); + trueBeta(1) = 3.0; + + % Add AR(1) noise to simulate autocorrelated fNIRS + noise = zeros(testCase.T, 1); + noise(1) = randn; + for t = 2:testCase.T + noise(t) = 0.8 * noise(t-1) + randn; + end + Y = X * trueBeta + 0.3 * noise; + + results = pf2_base.fnirs.fitGLM(Y, X, names, 'Method', 'AR-IRLS'); + + testCase.verifyEqual(results.method, 'AR-IRLS'); + testCase.verifyEqual(results.beta(1), 3.0, 'AbsTol', 0.5, ... + 'AR-IRLS should recover beta with autocorrelated noise'); + end + + function testARIRLSMultiChannel(testCase) + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T, 3); + + results = pf2_base.fnirs.fitGLM(Y, X, names, 'Method', 'AR-IRLS'); + + testCase.verifySize(results.beta, [size(X, 2), 3]); + testCase.verifySize(results.residuals, [testCase.T, 3]); + end + + function testR2Range(testCase) + % R2 should be between 0 and 1 for well-conditioned problems + rng(42); + + events(1).name = 'TaskA'; + events(1).onsets = [20 60 100 140 180]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + + trueBeta = zeros(size(X, 2), 1); + trueBeta(1) = 3.0; + Y = X * trueBeta + 0.5 * randn(testCase.T, 1); + + results = pf2_base.fnirs.fitGLM(Y, X, names); + + testCase.verifyGreaterThanOrEqual(results.R2, 0); + testCase.verifyLessThanOrEqual(results.R2, 1); + end + + function testDOFCalculation(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [20 60]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T, 1); + + results = pf2_base.fnirs.fitGLM(Y, X, names); + + testCase.verifyEqual(results.dof, testCase.T - size(X, 2), ... + 'DOF should be T - P for OLS'); + end + + function testSizeMismatchError(testCase) + events(1).name = 'TaskA'; + events(1).onsets = [20]; + events(1).duration = 20; + + [X, names] = pf2_base.fnirs.buildDesignMatrix(testCase.time, testCase.fs, events); + Y = randn(testCase.T + 10, 1); % Wrong size + + testCase.verifyError(@() pf2_base.fnirs.fitGLM(Y, X, names), ... + 'pf2:fitGLM:sizeMismatch'); + end + + end + +end diff --git a/+pf2_base/+tests/+unit/HierarchicalAverageTest.m b/+pf2_base/+tests/+unit/HierarchicalAverageTest.m new file mode 100644 index 00000000..bb2961e3 --- /dev/null +++ b/+pf2_base/+tests/+unit/HierarchicalAverageTest.m @@ -0,0 +1,464 @@ +classdef HierarchicalAverageTest < matlab.unittest.TestCase + % HIERARCHICALAVERAGETEST Unit tests for pf2_base.hierarchicalAverage + % + % Tests the hierarchical (nested) averaging function used in group + % analysis to prevent pseudoreplication. Covers: + % - Two-level hierarchy (subject > trial) + % - Three-level hierarchy (group > subject > trial) + % - Single-level hierarchy (flat grouping) + % - Multi-column data + % - NaN handling + % - Custom averaging functions + % - Cell, numeric, and table input types + % - Edge cases and error conditions + % + % Run all tests: + % results = runtests('pf2_base.tests.unit.HierarchicalAverageTest'); + % + % See also: pf2_base.hierarchicalAverage + + %% Core Functionality Tests + methods (Test) + function testDocumentationExample(testCase) + % Verify the example from the function documentation + % + % Subject1 has two conditions with two trials each: + % Condition 1: [10, 10] -> mean = 10 + % Condition 2: [5, 5] -> mean = 5 + % Subject mean: mean([10, 5]) = 7.5 + % + % Subject2 has one condition: + % Condition 1: [2, 2] -> mean = 2 + + arr = [10; 10; 5; 5; 2; 2]; + hierarchy = cell(6, 2); + hierarchy(:,1) = {'Subject1';'Subject1';'Subject1';'Subject1';'Subject2';'Subject2'}; + hierarchy(:,2) = {1; 1; 2; 2; 1; 1}; + + [avg, subjects] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 7.5, 'AbsTol', 1e-10, ... + 'Subject1 should average to 7.5'); + testCase.verifyEqual(avg(2), 2, 'AbsTol', 1e-10, ... + 'Subject2 should average to 2'); + testCase.verifyEqual(subjects, {'Subject1'; 'Subject2'}, ... + 'Highest tier should return subject labels'); + end + + function testTwoLevelHierarchyPreventsPseudoreplication(testCase) + % Verify that hierarchical averaging differs from flat averaging + % + % Subject1 has 4 observations, Subject2 has 2. A flat mean would + % weight Subject1 more heavily. Hierarchical averaging gives equal + % weight to each subject. + + arr = [10; 10; 10; 10; 0; 0]; + hierarchy = cell(6, 2); + hierarchy(:,1) = {'S1';'S1';'S1';'S1';'S2';'S2'}; + hierarchy(:,2) = {1; 1; 2; 2; 1; 1}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + % Hierarchical: S1=10, S2=0, grand mean would be [10; 0] + % Flat mean would be (10+10+10+10+0+0)/6 = 6.67 (wrong) + testCase.verifyEqual(avg(1), 10, 'AbsTol', 1e-10, ... + 'Subject1 mean should be 10'); + testCase.verifyEqual(avg(2), 0, 'AbsTol', 1e-10, ... + 'Subject2 mean should be 0'); + end + + function testThreeLevelHierarchy(testCase) + % Three-level hierarchy: Group > Subject > Trial + % + % Group A: + % S1: trials [10, 20] -> mean 15 + % S2: trials [30, 40] -> mean 35 + % Group B: + % S3: trials [50, 60] -> mean 55 + + arr = [10; 20; 30; 40; 50; 60]; + hierarchy = cell(6, 3); + hierarchy(:,1) = {'A';'A';'A';'A';'B';'B'}; + hierarchy(:,2) = {'S1';'S1';'S2';'S2';'S3';'S3'}; + hierarchy(:,3) = {1; 2; 1; 2; 1; 2}; + + [avg, groups] = pf2_base.hierarchicalAverage(arr, hierarchy); + + % Group A: mean([15, 35]) = 25 + % Group B: mean([55]) = 55 + testCase.verifyEqual(avg(1), 25, 'AbsTol', 1e-10, ... + 'Group A should average to 25'); + testCase.verifyEqual(avg(2), 55, 'AbsTol', 1e-10, ... + 'Group B should average to 55'); + testCase.verifyEqual(groups, {'A'; 'B'}, ... + 'Highest tier should return group labels'); + end + + function testSingleLevelHierarchy(testCase) + % Single level: just group by one factor + % + % S1: [10, 20] -> mean 15 + % S2: [30, 40] -> mean 35 + + arr = [10; 20; 30; 40]; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, subjects] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 15, 'AbsTol', 1e-10, ... + 'S1 should average to 15'); + testCase.verifyEqual(avg(2), 35, 'AbsTol', 1e-10, ... + 'S2 should average to 35'); + testCase.verifyEqual(subjects, {'S1'; 'S2'}, ... + 'Should return subject labels'); + end + + function testMultiColumnData(testCase) + % Multiple data columns averaged independently + + arr = [10, 100; 20, 200; 30, 300; 40, 400]; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(size(avg), [2, 2], ... + 'Output should have 2 rows x 2 columns'); + testCase.verifyEqual(avg(1,1), 15, 'AbsTol', 1e-10, ... + 'S1 col1 should be 15'); + testCase.verifyEqual(avg(1,2), 150, 'AbsTol', 1e-10, ... + 'S1 col2 should be 150'); + testCase.verifyEqual(avg(2,1), 35, 'AbsTol', 1e-10, ... + 'S2 col1 should be 35'); + testCase.verifyEqual(avg(2,2), 350, 'AbsTol', 1e-10, ... + 'S2 col2 should be 350'); + end + + function testAllUniqueRows(testCase) + % When all hierarchy rows are unique, no averaging needed + + arr = [10; 20; 30]; + hierarchy = {'S1'; 'S2'; 'S3'}; + + [avg, subjects] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg, [10; 20; 30], 'AbsTol', 1e-10, ... + 'No averaging should occur when all rows unique'); + testCase.verifyEqual(numel(subjects), 3, ... + 'Should return 3 labels'); + end + + function testSingleObservation(testCase) + % Single observation returns itself + + arr = [42]; + hierarchy = {'S1'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg, 42, 'AbsTol', 1e-10, ... + 'Single observation should return itself'); + end + end + + %% NaN Handling Tests + methods (Test) + function testNaNValuesIgnored(testCase) + % NaN values should be ignored in averaging (nanmean default) + + arr = [10; NaN; 20; 30]; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 10, 'AbsTol', 1e-10, ... + 'S1 with one NaN should use only the valid value'); + testCase.verifyEqual(avg(2), 25, 'AbsTol', 1e-10, ... + 'S2 should average normally'); + end + + function testAllNaNForOneGroup(testCase) + % All NaN for one group should produce NaN output + + arr = [NaN; NaN; 20; 30]; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyTrue(isnan(avg(1)), ... + 'All-NaN group should produce NaN'); + testCase.verifyEqual(avg(2), 25, 'AbsTol', 1e-10, ... + 'S2 should still average normally'); + end + end + + %% Custom Averaging Function Tests + methods (Test) + function testCustomFunctionHandle(testCase) + % Use @nanmedian instead of default @nanmean + + arr = [1; 2; 100; 10; 20; 30]; + hierarchy = cell(6, 2); + hierarchy(:,1) = {'S1';'S1';'S1';'S2';'S2';'S2'}; + hierarchy(:,2) = {1; 2; 3; 1; 2; 3}; + + [avg_mean, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + [avg_median, ~] = pf2_base.hierarchicalAverage(arr, hierarchy, @nanmedian); + + % S1: mean([1,2,100]) = 34.33, median([1,2,100]) = 2 + testCase.verifyEqual(avg_mean(1), mean([1,2,100]), 'AbsTol', 1e-10, ... + 'Mean for S1 should match'); + testCase.verifyEqual(avg_median(1), 2, 'AbsTol', 1e-10, ... + 'Median for S1 should be 2'); + end + + function testCustomFunctionString(testCase) + % Pass averaging function as a string name + + arr = [10; 20; 30; 40]; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy, 'nanmean'); + + testCase.verifyEqual(avg(1), 15, 'AbsTol', 1e-10, ... + 'String function name should work like handle'); + end + + function testInvalidFuncErrors(testCase) + % Invalid function argument should error + + arr = [10; 20]; + hierarchy = {'S1'; 'S1'}; + + testCase.verifyError(... + @() pf2_base.hierarchicalAverage(arr, hierarchy, 12345), ... + '', ... + 'Non-function non-string third argument should error'); + end + end + + %% Input Type Tests + methods (Test) + function testNumericHierarchy(testCase) + % Numeric hierarchy array + + arr = [10; 20; 30; 40]; + hierarchy = [1 1; 1 2; 2 1; 2 2]; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 15, 'AbsTol', 1e-10, ... + 'Group 1 should average to 15'); + testCase.verifyEqual(avg(2), 35, 'AbsTol', 1e-10, ... + 'Group 2 should average to 35'); + end + + function testCellArrayData(testCase) + % Cell array data input (converted to matrix internally) + + arr = {10; 20; 30; 40}; + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 15, 'AbsTol', 1e-10, ... + 'Cell array data should work like numeric'); + end + + function testTransposedDataAutoCorrects(testCase) + % Row vector data should be auto-transposed to match hierarchy + + arr = [10, 20, 30, 40]; % 1x4 row vector + hierarchy = {'S1'; 'S1'; 'S2'; 'S2'}; % 4x1 + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 15, 'AbsTol', 1e-10, ... + 'Auto-transposed S1 should average to 15'); + testCase.verifyEqual(avg(2), 35, 'AbsTol', 1e-10, ... + 'Auto-transposed S2 should average to 35'); + end + + function testCellHierarchyWithNumericValues(testCase) + % Cell hierarchy containing numeric values + + arr = [10; 20; 30; 40]; + hierarchy = cell(4, 2); + hierarchy(:,1) = {'S1';'S1';'S2';'S2'}; + hierarchy(:,2) = {1; 2; 1; 2}; + + [avg, subjects] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(numel(avg), 2, ... + 'Should produce 2 output rows'); + testCase.verifyEqual(subjects, {'S1'; 'S2'}, ... + 'Should return string labels from column 1'); + end + end + + %% Output Structure Tests + methods (Test) + function testOutputRowCount(testCase) + % Output rows should equal number of unique highest-tier groups + + arr = [1; 2; 3; 4; 5; 6]; + hierarchy = {'A';'A';'B';'B';'C';'C'}; + + [avg, subjects] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(size(avg, 1), 3, ... + 'Should have 3 output rows for 3 subjects'); + testCase.verifyEqual(numel(subjects), 3, ... + 'Should have 3 labels'); + end + + function testHighestTierOutput(testCase) + % highestTier should contain unique labels from column 1 + + arr = [1; 2; 3; 4; 5; 6]; + hierarchy = cell(6, 2); + hierarchy(:,1) = {'X';'X';'Y';'Y';'Z';'Z'}; + hierarchy(:,2) = {1; 2; 1; 2; 1; 2}; + + [~, labels] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(numel(labels), 3, ... + 'Should have 3 unique top-level labels'); + testCase.verifyTrue(all(ismember({'X';'Y';'Z'}, labels)), ... + 'Labels should contain X, Y, Z'); + end + + function testThirdOutputExists(testCase) + % outHarr (third output) should be returned for debugging + + arr = [10; 20; 30; 40]; + hierarchy = cell(4, 2); + hierarchy(:,1) = {'S1';'S1';'S2';'S2'}; + hierarchy(:,2) = {1; 2; 1; 2}; + + [~, ~, outHarr] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyFalse(isempty(outHarr), ... + 'Third output (outHarr) should not be empty'); + end + end + + %% Unbalanced Design Tests + methods (Test) + function testUnbalancedTrialsPerSubject(testCase) + % Different number of trials per subject + + arr = [10; 20; 30; 40; 50]; + hierarchy = cell(5, 2); + hierarchy(:,1) = {'S1';'S1';'S1';'S2';'S2'}; + hierarchy(:,2) = {1; 2; 3; 1; 2}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 20, 'AbsTol', 1e-10, ... + 'S1 with 3 trials: mean([10,20,30]) = 20'); + testCase.verifyEqual(avg(2), 45, 'AbsTol', 1e-10, ... + 'S2 with 2 trials: mean([40,50]) = 45'); + end + + function testUnbalancedConditionsAcrossSubjects(testCase) + % Some subjects have conditions that others do not + % + % S1: Condition A [10,20] -> 15, Condition B [30] -> 30 + % Subject mean: mean([15, 30]) = 22.5 + % S2: Condition A [40,50] -> 45 + % Subject mean: 45 + + arr = [10; 20; 30; 40; 50]; + hierarchy = cell(5, 2); + hierarchy(:,1) = {'S1';'S1';'S1';'S2';'S2'}; + hierarchy(:,2) = {'A'; 'A'; 'B'; 'A'; 'A'}; + + [avg, ~] = pf2_base.hierarchicalAverage(arr, hierarchy); + + testCase.verifyEqual(avg(1), 22.5, 'AbsTol', 1e-10, ... + 'S1: mean([mean([10,20]), 30]) = 22.5'); + testCase.verifyEqual(avg(2), 45, 'AbsTol', 1e-10, ... + 'S2: mean([40,50]) = 45'); + end + end + + %% Error Condition Tests + methods (Test) + function testNoInputErrors(testCase) + % No arguments should produce an error + + testCase.verifyError(... + @() pf2_base.hierarchicalAverage(), ... + '', ... + 'No input should error'); + end + + function testMissingHierarchyErrors(testCase) + % Missing hierarchy should produce an error + + testCase.verifyError(... + @() pf2_base.hierarchicalAverage([1; 2; 3]), ... + '', ... + 'Missing hierarchy should error'); + end + + function testMismatchedDimensionsErrors(testCase) + % Data rows not matching hierarchy rows should error + + arr = [1; 2; 3]; + hierarchy = {'S1'; 'S2'}; % 2 rows vs 3 data rows + + testCase.verifyError(... + @() pf2_base.hierarchicalAverage(arr, hierarchy), ... + '', ... + 'Mismatched dimensions should error'); + end + end + + %% Realistic fNIRS-style Tests + methods (Test) + function testRealisticGroupAnalysis(testCase) + % Simulate a realistic fNIRS group analysis scenario + % + % 3 subjects, 2 conditions each, 2 trials per condition + % Data has 4 channels (columns) + + nChannels = 4; + % S1: Cond1 trials + data = [ + 1, 2, 3, 4; % S1, C1, T1 + 3, 4, 5, 6; % S1, C1, T2 + 5, 6, 7, 8; % S1, C2, T1 + 7, 8, 9, 10; % S1, C2, T2 + 10, 20, 30, 40; % S2, C1, T1 + 12, 22, 32, 42; % S2, C1, T2 + 14, 24, 34, 44; % S2, C2, T1 + 16, 26, 36, 46; % S2, C2, T2 + 100, 200, 300, 400; % S3, C1, T1 + 100, 200, 300, 400; % S3, C1, T2 + 100, 200, 300, 400; % S3, C2, T1 + 100, 200, 300, 400; % S3, C2, T2 + ]; + + hierarchy = cell(12, 3); + hierarchy(:,1) = {'S1';'S1';'S1';'S1';'S2';'S2';'S2';'S2';'S3';'S3';'S3';'S3'}; + hierarchy(:,2) = {'C1';'C1';'C2';'C2';'C1';'C1';'C2';'C2';'C1';'C1';'C2';'C2'}; + hierarchy(:,3) = {1; 2; 1; 2; 1; 2; 1; 2; 1; 2; 1; 2}; + + [avg, subjects] = pf2_base.hierarchicalAverage(data, hierarchy); + + testCase.verifyEqual(size(avg, 1), 3, ... + 'Should have 3 subject rows'); + testCase.verifyEqual(size(avg, 2), nChannels, ... + 'Should preserve 4 channels'); + + % S1 channel 1: mean([mean([1,3]), mean([5,7])]) = mean([2, 6]) = 4 + testCase.verifyEqual(avg(1, 1), 4, 'AbsTol', 1e-10, ... + 'S1 channel 1 hierarchical average'); + + % S3 all channels should be 100, 200, 300, 400 (all identical) + testCase.verifyEqual(avg(3, :), [100, 200, 300, 400], 'AbsTol', 1e-10, ... + 'S3 with identical data should return same values'); + end + end +end diff --git a/+pf2_base/+tests/+unit/NormalizeMarkersTest.m b/+pf2_base/+tests/+unit/NormalizeMarkersTest.m new file mode 100644 index 00000000..60aeb55c --- /dev/null +++ b/+pf2_base/+tests/+unit/NormalizeMarkersTest.m @@ -0,0 +1,69 @@ +classdef NormalizeMarkersTest < matlab.unittest.TestCase + % NORMALIZEMARKERSTEST Unit tests for pf2_base.normalizeMarkers + % + % Verifies that marker arrays are correctly padded to 4 columns + % with appropriate defaults (duration=0, amplitude=1). + + methods (Test) + function testTwoColumnInput(testCase) + % 2-col input should get duration=0 and amplitude=1 + mrk = [1.0, 50; 2.5, 51]; + result = pf2_base.normalizeMarkers(mrk); + + testCase.verifySize(result, [2, 4]); + testCase.verifyEqual(result(:,1:2), mrk); + testCase.verifyEqual(result(:,3), [0; 0], 'Duration should default to 0'); + testCase.verifyEqual(result(:,4), [1; 1], 'Amplitude should default to 1'); + end + + function testThreeColumnInput(testCase) + % 3-col input should get amplitude=1 + mrk = [1.0, 50, 5; 2.5, 51, 10]; + result = pf2_base.normalizeMarkers(mrk); + + testCase.verifySize(result, [2, 4]); + testCase.verifyEqual(result(:,1:3), mrk); + testCase.verifyEqual(result(:,4), [1; 1], 'Amplitude should default to 1'); + end + + function testFourColumnPassthrough(testCase) + % 4-col input should be returned as-is + mrk = [1.0, 50, 5, 0.8; 2.5, 51, 10, 1.5]; + result = pf2_base.normalizeMarkers(mrk); + + testCase.verifyEqual(result, mrk); + end + + function testEmptyInput(testCase) + % Empty input should return zeros(0,4) + result = pf2_base.normalizeMarkers([]); + + testCase.verifySize(result, [0, 4]); + testCase.verifyTrue(isempty(result)); + end + + function testAmplitudePreserved(testCase) + % Custom amplitude values should be preserved + mrk = [1.0, 50, 0, 2.0; 3.0, 51, 0, 0.5]; + result = pf2_base.normalizeMarkers(mrk); + + testCase.verifyEqual(result(:,4), [2.0; 0.5]); + end + + function testSingleRow(testCase) + % Single-row marker should work + result = pf2_base.normalizeMarkers([5.0, 1]); + + testCase.verifySize(result, [1, 4]); + testCase.verifyEqual(result, [5.0, 1, 0, 1]); + end + + function testFiveColumnPassthrough(testCase) + % 5+ column input should be returned as-is + mrk = [1.0, 50, 5, 1, 99]; + result = pf2_base.normalizeMarkers(mrk); + + testCase.verifyEqual(result, mrk); + end + end +end diff --git a/+pf2_base/+tests/+unit/PlotHelpersTest.m b/+pf2_base/+tests/+unit/PlotHelpersTest.m index de6e38cb..f9bf0662 100644 --- a/+pf2_base/+tests/+unit/PlotHelpersTest.m +++ b/+pf2_base/+tests/+unit/PlotHelpersTest.m @@ -11,7 +11,7 @@ methods (Test) %% processMarkers tests function testProcessMarkers_showAll(testCase) - fNIR.markers = [1, 10, 0; 2, 20, 0; 3, 10, 0; 4, 30, 0]; + fNIR.markers = [1, 10, 0, 1; 2, 20, 0, 1; 3, 10, 0, 1; 4, 30, 0, 1]; [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, true); testCase.verifyEqual(length(codes), 3); % 10, 20, 30 @@ -20,7 +20,7 @@ function testProcessMarkers_showAll(testCase) end function testProcessMarkers_showNone(testCase) - fNIR.markers = [1, 10, 0; 2, 20, 0]; + fNIR.markers = [1, 10, 0, 1; 2, 20, 0, 1]; [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, false); testCase.verifyEmpty(codes); @@ -28,7 +28,7 @@ function testProcessMarkers_showNone(testCase) end function testProcessMarkers_showSpecific(testCase) - fNIR.markers = [1, 10, 0; 2, 20, 0; 3, 10, 0; 4, 30, 0]; + fNIR.markers = [1, 10, 0, 1; 2, 20, 0, 1; 3, 10, 0, 1; 4, 30, 0, 1]; [codes, idx, data, counts] = pf2_base.plot.processMarkers(fNIR, [10, 30]); testCase.verifyEqual(length(codes), 2); @@ -53,7 +53,7 @@ function testProcessMarkers_emptyMarkers(testCase) end function testProcessMarkers_allString(testCase) - fNIR.markers = [1, 10, 0; 2, 20, 0]; + fNIR.markers = [1, 10, 0, 1; 2, 20, 0, 1]; [codes, ~, ~, ~] = pf2_base.plot.processMarkers(fNIR, 'all'); testCase.verifyEqual(length(codes), 2); diff --git a/+pf2_base/+tests/+unit/ProcessingContextTest.m b/+pf2_base/+tests/+unit/ProcessingContextTest.m index fe3dd239..12ca65ae 100644 --- a/+pf2_base/+tests/+unit/ProcessingContextTest.m +++ b/+pf2_base/+tests/+unit/ProcessingContextTest.m @@ -404,6 +404,135 @@ function testCopyMethodForValueSemantics(testCase) % ctx2 should be unchanged testCase.verifyEqual(ctx2.subjectAge, 25); end + + %% Serialization Version Tests + + function testToStructContainsVersion(testCase) + % TESTTOSTRUCTCONTAINSVERSION Verify contextVersion field exists + ctx = pf2_base.ProcessingContext(); + s = ctx.toStruct(); + + testCase.verifyTrue(isfield(s, 'contextVersion')); + testCase.verifyEqual(s.contextVersion, '1.0'); + end + + function testToStructContainsCreated(testCase) + % TESTTOSTRUCTCONTAINSCREATED Verify created timestamp field + ctx = pf2_base.ProcessingContext(); + s = ctx.toStruct(); + + testCase.verifyTrue(isfield(s, 'created')); + testCase.verifyClass(s.created, 'char'); + testCase.verifyNotEmpty(s.created); + end + + function testFromStructWithoutVersion(testCase) + % TESTFROMSTRUCTWITHOUTVERSION Legacy structs without version load correctly + s = struct(); + s.dpfMode = 'Fixed'; + s.dpfFixedValue = 6.0; + + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + testCase.verifyEqual(ctx.dpfFixedValue, 6.0); + end + + function testStructRoundtripPreservesVersion(testCase) + % TESTSTRUCTROUNDTRIPPRESERVESVERSION Version survives roundtrip + ctx1 = pf2_base.ProcessingContext(); + s1 = ctx1.toStruct(); + + ctx2 = pf2_base.ProcessingContext.fromStruct(s1); + s2 = ctx2.toStruct(); + + testCase.verifyEqual(s2.contextVersion, '1.0'); + testCase.verifyTrue(isfield(s2, 'created')); + end + + %% fromStruct Edge Cases + + function testFromStructEmpty(testCase) + % TESTFROMSTRUCTEMPTY Empty struct returns all defaults + s = struct(); + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.dpfMode, 'Calc'); + testCase.verifyEqual(ctx.dpfFixedValue, 5.93); + testCase.verifyEqual(ctx.subjectAge, 25); + testCase.verifyEqual(ctx.baselineLength, 10); + testCase.verifyEqual(ctx.rejectLevel, 0); + end + + function testFromStructWithExtraFields(testCase) + % TESTFROMSTRUCTWITHEXTRAFIELDS Unknown fields silently ignored + s = struct(); + s.dpfMode = 'Fixed'; + s.unknownField = 42; + s.anotherExtra = 'hello'; + + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + end + + function testFromStructPartialDPFOnly(testCase) + % TESTFROMSTRUCTPARTIALDPFONLY Partial struct sets DPF, defaults rest + s = struct(); + s.dpfMode = 'Fixed'; + s.dpfFixedValue = 7.5; + + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.dpfMode, 'Fixed'); + testCase.verifyEqual(ctx.dpfFixedValue, 7.5); + testCase.verifyEqual(ctx.baselineLength, 10); % default + testCase.verifyEqual(ctx.rejectLevel, 0); % default + end + + function testFromStructPartialBaselineOnly(testCase) + % TESTFROMSTRUCTPARTIALBASELINEONLY Partial struct sets baseline, defaults rest + s = struct(); + s.baselineStartTime = 5; + s.baselineLength = 20; + + ctx = pf2_base.ProcessingContext.fromStruct(s); + + testCase.verifyEqual(ctx.baselineStartTime, 5); + testCase.verifyEqual(ctx.baselineLength, 20); + testCase.verifyEqual(ctx.dpfMode, 'Calc'); % default + testCase.verifyEqual(ctx.subjectAge, 25); % default + end + + %% rejectLevel Boundary Tests + + function testRejectLevelBoundaryZero(testCase) + % TESTREJECTLEVELBOUNDARYZERO rejectLevel = 0 is valid + ctx = pf2_base.ProcessingContext(); + ctx.rejectLevel = 0; + testCase.verifyEqual(ctx.rejectLevel, 0); + end + + function testRejectLevelBoundaryOne(testCase) + % TESTREJECTLEVELBOUNDARYONE rejectLevel = 1 is valid + ctx = pf2_base.ProcessingContext(); + ctx.rejectLevel = 1; + testCase.verifyEqual(ctx.rejectLevel, 1); + end + + function testRejectLevelAboveRange(testCase) + % TESTREJECTLEVELABOVERANGE rejectLevel = 1.1 errors + ctx = pf2_base.ProcessingContext(); + testCase.verifyError(@() setfield(ctx, 'rejectLevel', 1.1), ... + 'MATLAB:validators:mustBeInRange'); + end + + function testRejectLevelBelowRange(testCase) + % TESTREJECTLEVELBELOWRANGE rejectLevel = -0.1 errors + ctx = pf2_base.ProcessingContext(); + testCase.verifyError(@() setfield(ctx, 'rejectLevel', -0.1), ... + 'MATLAB:validators:mustBeInRange'); + end end end diff --git a/+pf2_base/+tests/+unit/QualityControlTest.m b/+pf2_base/+tests/+unit/QualityControlTest.m new file mode 100644 index 00000000..b1d76f81 --- /dev/null +++ b/+pf2_base/+tests/+unit/QualityControlTest.m @@ -0,0 +1,309 @@ +classdef QualityControlTest < matlab.unittest.TestCase + % QUALITYCONTROLTEST Unit tests for pf2.qc signal quality functions + % + % Tests cover: + % - SCI (Scalp Coupling Index): cardiac correlation, dead channels, + % threshold classification, explicit wavelength params, output dims + % - Power Spectrum: known sinusoid peaks, cardiac/respiratory detection, + % noise-only, HbO signal, channel subset, output dimensions + % - plotQuality: SCI bar chart, PSD overlay, PSD tiled + % + % Example: + % results = runtests('pf2_base.tests.unit.QualityControlTest'); + % disp(results); + + properties + dataWithHeart % Synthetic data with heartbeat + dataNoHeart % Synthetic data without heartbeat + dataWithResp % Synthetic data with heartbeat + respiration + end + + methods (TestClassSetup) + function createTestData(testCase) + % Ensure functions/ is on the path (for bpf, etc.) + % mfilename path: +pf2_base/+tests/+unit/QualityControlTest + % Need 4 fileparts to get to repo root + rootPath = fileparts(fileparts(fileparts(fileparts(mfilename('fullpath'))))); + addpath(rootPath); + addpath(fullfile(rootPath, 'functions')); + + % Generate synthetic data with known properties + testCase.dataWithHeart = pf2_base.tests.synthetic.generateFNIRS( ... + 'duration', 60, ... + 'fs', 10, ... + 'nChannels', 4, ... + 'addHeartbeat', true, ... + 'heartRate', 70, ... + 'heartAmplitude', 0.01, ... + 'noiseLevel', 0.001, ... + 'seed', 42); + + testCase.dataNoHeart = pf2_base.tests.synthetic.generateFNIRS( ... + 'duration', 60, ... + 'fs', 10, ... + 'nChannels', 4, ... + 'addHeartbeat', false, ... + 'noiseLevel', 0.02, ... + 'seed', 43); + + testCase.dataWithResp = pf2_base.tests.synthetic.generateFNIRS( ... + 'duration', 120, ... + 'fs', 10, ... + 'nChannels', 4, ... + 'addHeartbeat', true, ... + 'heartRate', 70, ... + 'heartAmplitude', 0.01, ... + 'addRespiration', true, ... + 'respRate', 15, ... + 'respAmplitude', 0.01, ... + 'noiseLevel', 0.001, ... + 'seed', 44); + end + end + + + %% SCI Tests + methods (Test) + + function testSCIWithCardiacSignal(testCase) + % Synthetic data with heartbeat should yield high SCI + result = pf2.qc.sci(testCase.dataWithHeart); + + testCase.verifyGreaterThan(mean(result.sci), 0.7, ... + 'Mean SCI should be high (>0.7) when heartbeat is present.'); + end + + function testSCIWithoutCardiacSignal(testCase) + % Noise-only data should yield low SCI + result = pf2.qc.sci(testCase.dataNoHeart); + + testCase.verifyLessThan(mean(result.sci), 0.5, ... + 'Mean SCI should be low (<0.5) without heartbeat.'); + end + + function testSCIDeadChannel(testCase) + % Set one channel to constant — SCI should be 0 + data = testCase.dataWithHeart; + % Channel 1 uses columns 1 and 2 (alternating wavelengths) + data.raw(:, 1) = 1000; + data.raw(:, 2) = 1000; + + result = pf2.qc.sci(data); + + testCase.verifyEqual(result.sci(1), 0, ... + 'Dead channel (constant signal) should have SCI = 0.'); + % Other channels should still have valid SCI + testCase.verifyGreaterThan(result.sci(2), 0, ... + 'Non-dead channels should have SCI > 0.'); + end + + function testSCIThresholdClassification(testCase) + % Verify isGood matches sci >= threshold + threshold = 0.6; + result = pf2.qc.sci(testCase.dataWithHeart, 'Threshold', threshold); + + expected = result.sci >= threshold; + testCase.verifyEqual(result.isGood, expected, ... + 'isGood should match sci >= threshold.'); + testCase.verifyEqual(result.threshold, threshold); + end + + function testSCIExplicitWavelengthParams(testCase) + % Pass Wavelengths and ChannelNumbers manually + data = testCase.dataWithHeart; + nCh = data.info.synthetic.nChannels; + wl = repmat([730, 850], 1, nCh); + chNums = repelem(1:nCh, 2); + + result = pf2.qc.sci(data, 'Wavelengths', wl, 'ChannelNumbers', chNums); + + testCase.verifyEqual(numel(result.sci), nCh); + testCase.verifyGreaterThan(mean(result.sci), 0.7); + end + + function testSCIOutputDimensions(testCase) + % Verify output shapes + result = pf2.qc.sci(testCase.dataWithHeart); + nCh = testCase.dataWithHeart.info.synthetic.nChannels; + + testCase.verifySize(result.sci, [1, nCh]); + testCase.verifySize(result.isGood, [1, nCh]); + testCase.verifySize(result.channels, [1, nCh]); + testCase.verifyEqual(result.fs, testCase.dataWithHeart.fs); + end + + end + + + %% Power Spectrum Tests + methods (Test) + + function testPSDKnownSinusoid(testCase) + % Single-frequency signal should have peak at correct frequency + fs = 100; + t = (0:1/fs:30)'; + targetFreq = 2.5; + sig = sin(2 * pi * targetFreq * t); + + % Build minimal data struct + data = struct(); + data.fs = fs; + data.HbO = sig; + data.fchMask = 1; + + result = pf2.qc.powerSpectrum(data, 'Signal', 'HbO', ... + 'FreqRange', [0, fs/2], 'DetectPeaks', false); + + % Find peak frequency in PSD + [~, peakIdx] = max(result.psd); + peakFreq = result.freqs(peakIdx); + + testCase.verifyEqual(peakFreq, targetFreq, 'AbsTol', 0.2, ... + 'Peak frequency should match the injected sinusoid.'); + end + + function testPSDCardiacPeakDetection(testCase) + % Data with heartbeat should show cardiac peak near 1 Hz + result = pf2.qc.powerSpectrum(testCase.dataWithHeart, ... + 'Signal', 'raw', 'DetectPeaks', true); + + expectedFreq = testCase.dataWithHeart.info.synthetic.heartRate / 60; + + % At least some channels should have cardiac detected + testCase.verifyTrue(any(result.cardiac.detected), ... + 'Cardiac peak should be detected in at least one channel.'); + + % Detected frequency should be near the known heart rate + detectedIdx = find(result.cardiac.detected, 1); + if ~isempty(detectedIdx) + testCase.verifyEqual(result.cardiac.freq(detectedIdx), ... + expectedFreq, 'AbsTol', 0.7, ... + 'Detected cardiac frequency should be near heart rate.'); + end + end + + function testPSDNoCardiacInNoise(testCase) + % White noise should not reliably show cardiac peak + % Use high noise to drown out any structure + data = pf2_base.tests.synthetic.generateFNIRS( ... + 'duration', 60, 'fs', 10, 'nChannels', 4, ... + 'addHeartbeat', false, 'noiseLevel', 0.05, 'seed', 99); + + result = pf2.qc.powerSpectrum(data, 'Signal', 'raw', ... + 'DetectPeaks', true); + + % Most channels should not have cardiac detected + fractionDetected = sum(result.cardiac.detected) / numel(result.channels); + testCase.verifyLessThanOrEqual(fractionDetected, 0.75, ... + 'Noise-only data should not reliably show cardiac peaks.'); + end + + function testPSDRespiratoryPeakDetection(testCase) + % Signal with known respiratory frequency should show peak + fs = 100; + t = (0:1/fs:120)'; + respFreq = 0.25; % 15 breaths/min + nCh = 2; + sig = repmat(sin(2 * pi * respFreq * t) + 0.1 * randn(size(t)), 1, nCh); + + data = struct('fs', fs, 'HbO', sig, 'fchMask', ones(1, nCh)); + result = pf2.qc.powerSpectrum(data, 'Signal', 'HbO', 'DetectPeaks', true); + + testCase.verifyTrue(any(result.respiratory.detected), ... + 'Respiratory peak should be detected when respiration is present.'); + detIdx = find(result.respiratory.detected, 1); + if ~isempty(detIdx) + testCase.verifyEqual(result.respiratory.freq(detIdx), ... + respFreq, 'AbsTol', 0.05, ... + 'Detected respiratory frequency should be near 0.25 Hz.'); + end + end + + function testPSDOnHbOSignal(testCase) + % Verify PSD works on processed (HbO) data + data = struct(); + data.fs = 10; + t = (0:1/data.fs:60)'; + nCh = 4; + data.HbO = randn(numel(t), nCh) * 0.01; + data.fchMask = ones(1, nCh); + + result = pf2.qc.powerSpectrum(data, 'Signal', 'HbO'); + + testCase.verifyEqual(result.signal, 'HbO'); + testCase.verifyEqual(size(result.psd, 2), nCh); + end + + function testPSDChannelSubset(testCase) + % 'Channels' parameter should select only those channels + data = struct(); + data.fs = 10; + t = (0:1/data.fs:60)'; + data.HbO = randn(numel(t), 6); + data.fchMask = ones(1, 6); + + result = pf2.qc.powerSpectrum(data, 'Signal', 'HbO', ... + 'Channels', [1, 3]); + + testCase.verifyEqual(numel(result.channels), 2); + testCase.verifyEqual(result.channels, [1, 3]); + testCase.verifyEqual(size(result.psd, 2), 2); + end + + function testPSDOutputDimensions(testCase) + % Verify [F x C] shape and freqs within FreqRange + freqRange = [0, 3]; + result = pf2.qc.powerSpectrum(testCase.dataWithHeart, ... + 'Signal', 'raw', 'FreqRange', freqRange, 'DetectPeaks', false); + + nCh = numel(result.channels); + nFreqs = numel(result.freqs); + + testCase.verifySize(result.psd, [nFreqs, nCh]); + testCase.verifyGreaterThanOrEqual(min(result.freqs), freqRange(1)); + testCase.verifyLessThanOrEqual(max(result.freqs), freqRange(2)); + end + + end + + + %% Plot Tests + methods (Test) + + function testPlotSCI(testCase) + % plotQuality with SCI result should create a figure + result = pf2.qc.sci(testCase.dataWithHeart); + fig = pf2.qc.plotQuality(result, 'Visible', 'off'); + + testCase.addTeardown(@() close(fig)); + testCase.verifyTrue(ishandle(fig), ... + 'plotQuality should return a valid figure handle for SCI.'); + end + + function testPlotPSDOverlay(testCase) + % plotQuality with PSD result in overlay mode + result = pf2.qc.powerSpectrum(testCase.dataWithHeart, ... + 'Signal', 'raw'); + fig = pf2.qc.plotQuality(result, 'Visible', 'off', ... + 'Layout', 'overlay'); + + testCase.addTeardown(@() close(fig)); + testCase.verifyTrue(ishandle(fig), ... + 'plotQuality should return a valid figure handle for PSD overlay.'); + end + + function testPlotPSDTiled(testCase) + % plotQuality with PSD result in tiled mode + result = pf2.qc.powerSpectrum(testCase.dataWithHeart, ... + 'Signal', 'raw'); + fig = pf2.qc.plotQuality(result, 'Visible', 'off', ... + 'Layout', 'tiled'); + + testCase.addTeardown(@() close(fig)); + testCase.verifyTrue(ishandle(fig), ... + 'plotQuality should return a valid figure handle for PSD tiled.'); + end + + end + +end diff --git a/+pf2_base/+tests/+unit/SSRTest.m b/+pf2_base/+tests/+unit/SSRTest.m new file mode 100644 index 00000000..2567b18f --- /dev/null +++ b/+pf2_base/+tests/+unit/SSRTest.m @@ -0,0 +1,243 @@ +classdef SSRTest < matlab.unittest.TestCase + % SSRTEST Unit tests for short-channel regression + % + % Tests verify that shortChannelRegression correctly removes + % superficial signals while preserving brain signals, and that + % all three methods (nearest, pca, all) function correctly. + % + % Example: + % results = runtests('pf2_base.tests.unit.SSRTest'); + % disp(results); + % + % See also: pf2_base.fnirs.shortChannelRegression, pf2_SSR + + properties + testData % Synthetic fNIRS struct with short channels + end + + methods (TestClassSetup) + function addFunctionsPath(~) + % Ensure functions/ directory is on path for pf2_SSR wrapper + projRoot = fileparts(fileparts(fileparts(fileparts(mfilename('fullpath'))))); + funcDir = fullfile(projRoot, 'functions'); + if isfolder(funcDir) + addpath(funcDir); + end + end + + function buildSyntheticData(testCase) + % Create synthetic data with known brain and superficial signals + rng(42); + + T = 1000; + fs = 10; + nLong = 8; + nShort = 2; + nOpt = nLong + nShort; + + time = (0:T-1)' / fs; + + % Superficial physiology (cardiac + respiration) + superficial = 0.5 * sin(2*pi*1.0*time) + 0.3 * sin(2*pi*0.25*time); + + % Brain signal (task-related HRF response in channels 1-4) + brain = zeros(T, nLong); + hrf = pf2_base.fnirs.buildHRF(fs); + hrfVec = hrf(:, 2); + stim = zeros(T, 1); + stim(round([10 30 50 70] * fs)) = 1; + hrfResponse = conv(stim, hrfVec); + hrfResponse = hrfResponse(1:T); + brain(:, 1:4) = repmat(2 * hrfResponse, 1, 4); + + % Build HbO: brain + superficial + noise + HbO = zeros(T, nOpt); + for ch = 1:nLong + HbO(:, ch) = brain(:, ch) + superficial + 0.1*randn(T, 1); + end + % Short channels: only superficial + noise + for ch = 1:nShort + HbO(:, nLong + ch) = superficial + 0.05*randn(T, 1); + end + + HbR = -0.3 * HbO + 0.05*randn(T, nOpt); + + % Build probe info with short-channel flags + probeInfo = struct(); + probeInfo.Probe = cell(1, 1); + + isShort = false(1, nOpt); + isShort(nLong+1:end) = true; + probeInfo.Probe{1}.IsShortSeparation = isShort; + probeInfo.Probe{1}.NumOptodes = nOpt; + + % 3D positions: long channels spread out, short channels near + optX = [(1:nLong)*30, 15 75]'; + optY = [zeros(1, nLong), 5 5]'; + optZ = zeros(nOpt, 1); + probeInfo.Probe{1}.OptPosX = optX; + probeInfo.Probe{1}.OptPosY = optY; + probeInfo.Probe{1}.OptPosZ = optZ; + probeInfo.Probe{1}.OptPos3D = [optX, optY, optZ]; + + data = struct(); + data.HbO = HbO; + data.HbR = HbR; + data.time = time; + data.fs = fs; + data.probeinfo = probeInfo; + + % Store brain signal for verification + data.testBrain = brain; + data.testSuperficial = superficial; + + testCase.testData = data; + end + end + + %% Nearest method tests + methods (Test) + + function testNearestReducesSuperficial(testCase) + % SSR with nearest method should reduce superficial component + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'nearest'); + + % Correlation between corrected signal and superficial should decrease + longIdx = find(~data.probeinfo.Probe{1}.IsShortSeparation); + origCorr = abs(corr(data.HbO(:, longIdx(1)), data.testSuperficial)); + corrCorr = abs(corr(corrected.HbO(:, longIdx(1)), data.testSuperficial)); + + testCase.verifyLessThan(corrCorr, origCorr, ... + 'Correlation with superficial signal should decrease after SSR'); + end + + function testNearestPreservesBrain(testCase) + % Brain signal should be largely preserved after SSR + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'nearest'); + + % Channel 1 has brain signal - correlation should remain high + longIdx = find(~data.probeinfo.Probe{1}.IsShortSeparation); + brainCorr = corr(corrected.HbO(:, longIdx(1)), data.testBrain(:, 1)); + + testCase.verifyGreaterThan(brainCorr, 0.5, ... + 'Brain signal correlation should remain substantial after SSR'); + end + + function testNearestShortChannelsUnchanged(testCase) + % Short channel data should not be modified + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'nearest'); + + shortIdx = find(data.probeinfo.Probe{1}.IsShortSeparation); + testCase.verifyEqual(corrected.HbO(:, shortIdx), data.HbO(:, shortIdx), ... + 'Short channel data should be unchanged'); + end + + function testNearestSSRInfoField(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'nearest'); + + testCase.verifyTrue(isfield(corrected, 'ssrInfo')); + testCase.verifyEqual(corrected.ssrInfo.method, 'nearest'); + end + + end + + %% PCA method tests + methods (Test) + + function testPCAReducesSuperficial(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'pca'); + + longIdx = find(~data.probeinfo.Probe{1}.IsShortSeparation); + origCorr = abs(corr(data.HbO(:, longIdx(1)), data.testSuperficial)); + corrCorr = abs(corr(corrected.HbO(:, longIdx(1)), data.testSuperficial)); + + testCase.verifyLessThan(corrCorr, origCorr, ... + 'PCA method should reduce superficial correlation'); + end + + function testPCANumPCs(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, ... + 'Method', 'pca', 'NumPCs', 2); + + testCase.verifyTrue(isfield(corrected, 'ssrInfo')); + testCase.verifyEqual(corrected.ssrInfo.numPCs, 2); + end + + end + + %% All method tests + methods (Test) + + function testAllReducesSuperficial(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'all'); + + longIdx = find(~data.probeinfo.Probe{1}.IsShortSeparation); + origCorr = abs(corr(data.HbO(:, longIdx(1)), data.testSuperficial)); + corrCorr = abs(corr(corrected.HbO(:, longIdx(1)), data.testSuperficial)); + + testCase.verifyLessThan(corrCorr, origCorr, ... + 'All method should reduce superficial correlation'); + end + + end + + %% Edge case tests + methods (Test) + + function testNoShortChannelsWarning(testCase) + % Should warn when no short channels present + data = testCase.testData; + data.probeinfo.Probe{1}.IsShortSeparation = false(1, ... + data.probeinfo.Probe{1}.NumOptodes); + + testCase.verifyWarning(@() pf2_base.fnirs.shortChannelRegression(data), ... + 'pf2:ssr:noShortChannels'); + end + + function testNoProbeInfoWarning(testCase) + % Should warn when no probe info present + data = struct('HbO', randn(100, 5), 'HbR', randn(100, 5)); + + testCase.verifyWarning(@() pf2_base.fnirs.shortChannelRegression(data), ... + 'pf2:ssr:noProbe'); + end + + function testHbRAlsoCorrected(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, 'Method', 'nearest'); + + % HbR should also be modified + longIdx = find(~data.probeinfo.Probe{1}.IsShortSeparation); + testCase.verifyFalse(isequal(corrected.HbR(:, longIdx), data.HbR(:, longIdx)), ... + 'HbR should also be corrected'); + end + + function testCustomBiomarkers(testCase) + data = testCase.testData; + corrected = pf2_base.fnirs.shortChannelRegression(data, ... + 'Method', 'nearest', 'Biomarkers', {'HbO'}); + + % HbR should be unchanged when not in Biomarkers list + testCase.verifyEqual(corrected.HbR, data.HbR, ... + 'HbR should be unchanged when not specified in Biomarkers'); + end + + function testPf2SSRWrapper(testCase) + % Test the method-chain wrapper + data = testCase.testData; + corrected = pf2_SSR(data, 'nearest'); + + testCase.verifyTrue(isfield(corrected, 'ssrInfo')); + testCase.verifyEqual(corrected.ssrInfo.method, 'nearest'); + end + + end + +end diff --git a/+pf2_base/+tests/+unit/SplitTest.m b/+pf2_base/+tests/+unit/SplitTest.m new file mode 100644 index 00000000..8d25c8cc --- /dev/null +++ b/+pf2_base/+tests/+unit/SplitTest.m @@ -0,0 +1,370 @@ +classdef SplitTest < matlab.unittest.TestCase + % SPLITTEST Unit tests for pf2.data.split + % + % Tests the time segmentation function including: + % - Basic time extraction (startTime, endTime) + % - segmentLength parameter + % - Relative vs absolute time modes + % - Baseline correction (blLength, blStartTime, blfNIR) + % - Marker filtering to extracted window + % - Field preservation (HbO, HbR, raw, etc.) + % - Edge cases and error conditions + % + % Run all tests: + % results = runtests('pf2_base.tests.unit.SplitTest'); + % + % See also: pf2.data.split, pf2.data.resample, pf2.data.setT0 + + properties + processedData % Processed fNIRS sample data + rawData % Raw (unprocessed) fNIRS sample data + end + + methods (TestClassSetup) + function loadSampleData(testCase) + testCase.rawData = pf2.import.sampleData.fNIR2000(); + testCase.processedData = processFNIRS2(testCase.rawData, 'ShowGUI', false); + end + end + + %% Basic Extraction Tests + methods (Test) + function testSplitStartTimeOnly(testCase) + % Providing only startTime extracts from start to end + + timeVec = testCase.processedData.time; + midTime = mean(timeVec); + + seg = pf2.data.split(testCase.processedData, midTime); + + testCase.verifyGreaterThanOrEqual(min(seg.time), midTime, ... + 'Segment should start at or after startTime'); + testCase.verifyEqual(max(seg.time), max(timeVec), 'AbsTol', 1/testCase.processedData.fs, ... + 'Segment should extend to end of recording'); + end + + function testSplitStartAndEndTime(testCase) + % Providing startTime and endTime extracts that window + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 50; + endT = min(timeVec) + 150; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyGreaterThanOrEqual(min(seg.time), startT, ... + 'Segment should start at or after startTime'); + testCase.verifyLessThanOrEqual(max(seg.time), endT, ... + 'Segment should end at or before endTime'); + end + + function testSplitReducesSamples(testCase) + % Extracted segment should have fewer samples than original + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 50; + endT = min(timeVec) + 100; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyLessThan(length(seg.time), length(timeVec), ... + 'Segment should have fewer samples than original'); + end + + function testSplitApproximateSampleCount(testCase) + % Number of samples should match expected duration * fs + + fs = testCase.processedData.fs; + timeVec = testCase.processedData.time; + startT = min(timeVec) + 20; + duration = 60; % 60 seconds + endT = startT + duration; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + expectedSamples = duration * fs; + actualSamples = length(seg.time); + testCase.verifyEqual(actualSamples, expectedSamples, 'RelTol', 0.02, ... + 'Sample count should approximately match duration * fs'); + end + end + + %% segmentLength Parameter Tests + methods (Test) + function testSegmentLength(testCase) + % Using segmentLength instead of endTime + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + segLen = 40; + + seg = pf2.data.split(testCase.processedData, startT, nan, segLen); + + segDuration = max(seg.time) - min(seg.time); + testCase.verifyEqual(segDuration, segLen, 'AbsTol', 1/testCase.processedData.fs, ... + 'Segment duration should match segmentLength'); + end + end + + %% Relative Time Mode Tests + methods (Test) + function testRelativeTimeMode(testCase) + % Relative mode equivalent: compute absolute times from offsets + % + % Since split() uses positional optionals, we test relative + % behavior by computing absolute times manually. + + timeVec = testCase.processedData.time; + relStart = 20; % 20s from beginning + relEnd = 80; % 80s from beginning + + absStart = min(timeVec) + relStart; + absEnd = min(timeVec) + relEnd; + + seg = pf2.data.split(testCase.processedData, absStart, absEnd); + + testCase.verifyGreaterThanOrEqual(min(seg.time), absStart, ... + 'Start should match expected absolute time'); + testCase.verifyLessThanOrEqual(max(seg.time), absEnd, ... + 'End should match expected absolute time'); + + segDuration = max(seg.time) - min(seg.time); + testCase.verifyEqual(segDuration, relEnd - relStart, ... + 'AbsTol', 1/testCase.processedData.fs, ... + 'Duration should match relative time span'); + end + end + + %% Field Preservation Tests + methods (Test) + function testSplitPreservesOxyFields(testCase) + % HbO, HbR, HbDiff, HbTotal, CBSI should all be extracted + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + endT = min(timeVec) + 90; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + oxyFields = {'HbO', 'HbR', 'HbDiff', 'HbTotal', 'CBSI'}; + for i = 1:length(oxyFields) + f = oxyFields{i}; + testCase.verifyTrue(isfield(seg, f), ... + sprintf('%s field should be preserved', f)); + testCase.verifyEqual(size(seg.(f), 1), length(seg.time), ... + sprintf('%s rows should match time vector length', f)); + end + end + + function testSplitPreservesChannelCount(testCase) + % Number of channels should be unchanged + + origChannels = size(testCase.processedData.HbO, 2); + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + endT = min(timeVec) + 90; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyEqual(size(seg.HbO, 2), origChannels, ... + 'Channel count should be preserved after split'); + end + + function testSplitPreservesMetadata(testCase) + % Non-timeseries fields should be preserved + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + endT = min(timeVec) + 90; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + metaFields = {'info', 'fchMask', 'fs', 'channels'}; + for i = 1:length(metaFields) + f = metaFields{i}; + if isfield(testCase.processedData, f) + testCase.verifyTrue(isfield(seg, f), ... + sprintf('%s should be preserved after split', f)); + end + end + end + + function testSplitPreservesFsUnchanged(testCase) + % Sampling rate should not change + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 10; + endT = min(timeVec) + 50; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyEqual(seg.fs, testCase.processedData.fs, ... + 'Sampling rate should be preserved after split'); + end + end + + %% Baseline Correction Tests + methods (Test) + function testBaselineCorrectionSubtractsMean(testCase) + % Baseline correction should subtract baseline mean from segment + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 20; + endT = min(timeVec) + 100; + blLen = 10; + + % Split without baseline + segNoBL = pf2.data.split(testCase.processedData, startT, endT); + + % Split with baseline (positional args: startTime, endTime, segLen, relative, blLength) + segLen = endT - startT; + segBL = pf2.data.split(testCase.processedData, startT, endT, segLen, false, blLen); + + % Baseline-corrected data should differ from uncorrected + testCase.verifyNotEqual(segBL.HbO, segNoBL.HbO, ... + 'Baseline correction should change HbO values'); + end + + function testBaselineCorrectionUsesExternalBaseline(testCase) + % blfNIR parameter should use a separate struct for baseline + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 50; + endT = min(timeVec) + 100; + + % Create a baseline from first 30s + blStart = min(timeVec); + blEnd = min(timeVec) + 30; + blData = pf2.data.split(testCase.processedData, blStart, blEnd); + + % Split using external baseline + seg = pf2.data.split(testCase.processedData, startT, endT, ... + 'blfNIR', blData); + + testCase.verifyTrue(isfield(seg, 'HbO'), ... + 'Should have HbO after split with external baseline'); + testCase.verifyEqual(size(seg.HbO, 2), size(testCase.processedData.HbO, 2), ... + 'Channel count should be preserved with external baseline'); + end + end + + %% Marker Tests + methods (Test) + function testSplitFiltersMarkers(testCase) + % Markers outside the split window should be removed + + % Add synthetic markers to data + dataWithMarkers = testCase.processedData; + timeVec = dataWithMarkers.time; + minT = min(timeVec); + + dataWithMarkers.markers = [ + minT + 10, 1, 0, 1; % Before split window + minT + 60, 2, 0, 1; % Inside split window + minT + 70, 3, 0, 1; % Inside split window + minT + 200, 4, 0, 1; % After split window + ]; + + startT = minT + 50; + endT = minT + 100; + seg = pf2.data.split(dataWithMarkers, startT, endT); + + if isfield(seg, 'markers') && ~isempty(seg.markers) + if isnumeric(seg.markers) + markerTimes = seg.markers(:,1); + elseif isstruct(seg.markers) && isfield(seg.markers, 'data') + markerTimes = seg.markers.data(:,1); + else + markerTimes = []; + end + + if ~isempty(markerTimes) + testCase.verifyGreaterThanOrEqual(min(markerTimes), startT, ... + 'Markers before start should be removed'); + testCase.verifyLessThanOrEqual(max(markerTimes), endT, ... + 'Markers after end should be removed'); + end + end + end + end + + %% Raw Data Tests + methods (Test) + function testSplitRawData(testCase) + % Split should also work on raw (unprocessed) data + + timeVec = testCase.rawData.time; + startT = min(timeVec) + 20; + endT = min(timeVec) + 80; + + seg = pf2.data.split(testCase.rawData, startT, endT); + + testCase.verifyTrue(isfield(seg, 'raw'), ... + 'Raw field should be preserved'); + testCase.verifyTrue(isfield(seg, 'time'), ... + 'Time field should be preserved'); + testCase.verifyEqual(size(seg.raw, 1), length(seg.time), ... + 'Raw rows should match time vector length'); + end + end + + %% Error and Edge Case Tests + methods (Test) + function testEndBeforeStartErrors(testCase) + % endTime before startTime should error + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 100; + endT = min(timeVec) + 50; + + testCase.verifyError(... + @() pf2.data.split(testCase.processedData, startT, endT), ... + '', ... + 'End time before start time should error'); + end + + function testFullExtraction(testCase) + % Extracting the full time range should preserve all data + + timeVec = testCase.processedData.time; + startT = min(timeVec); + endT = max(timeVec); + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyEqual(length(seg.time), length(timeVec), ... + 'Full extraction should preserve all samples'); + end + + function testSplitTimeVectorIsMonotonic(testCase) + % Output time vector should be monotonically increasing + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + endT = min(timeVec) + 90; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + testCase.verifyTrue(all(diff(seg.time) > 0), ... + 'Output time vector should be monotonically increasing'); + end + + function testSplitDataValuesAreFromOriginal(testCase) + % Extracted values should be exact copies from original + + timeVec = testCase.processedData.time; + startT = min(timeVec) + 30; + endT = min(timeVec) + 90; + + seg = pf2.data.split(testCase.processedData, startT, endT); + + % Find corresponding indices in original + idxStart = find(testCase.processedData.time >= startT, 1); + idxEnd = find(testCase.processedData.time <= endT, 1, 'last'); + expectedHbO = testCase.processedData.HbO(idxStart:idxEnd, :); + + testCase.verifyEqual(seg.HbO, expectedHbO, 'AbsTol', 1e-15, ... + 'Extracted HbO should exactly match original data slice'); + end + end +end diff --git a/+pf2_base/+tests/generateGoldenFiles.m b/+pf2_base/+tests/generateGoldenFiles.m new file mode 100644 index 00000000..28c506a7 --- /dev/null +++ b/+pf2_base/+tests/generateGoldenFiles.m @@ -0,0 +1,149 @@ +function generateGoldenFiles(varargin) +% GENERATEGOLDENFILES Generate golden reference files for regression testing +% +% Creates golden .mat files from deterministic sample data using specific +% processing configurations. Files are saved to golden/candidates/ for +% review before promotion to golden/. +% +% Syntax: +% pf2_base.tests.generateGoldenFiles() +% pf2_base.tests.generateGoldenFiles('Promote', true) +% +% Options (Name-Value): +% 'Promote' - If true, save directly to golden/ instead of candidates/ +% (default: false) +% +% Example: +% pf2_base.tests.generateGoldenFiles(); +% pf2_base.tests.generateGoldenFiles('Promote', true); +% +% See also: pf2_base.tests.integration.GoldenFileTest, +% pf2_base.tests.golden.computeHash + +p = inputParser; +addParameter(p, 'Promote', false, @islogical); +parse(p, varargin{:}); + +promote = p.Results.Promote; + +% Get project root +thisFile = mfilename('fullpath'); +projectRoot = fileparts(fileparts(fileparts(thisFile))); + +if promote + pipelineDir = fullfile(projectRoot, 'golden', 'processFNIRS2'); + functionDir = fullfile(projectRoot, 'golden', 'functions'); +else + pipelineDir = fullfile(projectRoot, 'golden', 'candidates'); + functionDir = fullfile(projectRoot, 'golden', 'candidates'); +end + +% Ensure directories exist +if ~isfolder(pipelineDir), mkdir(pipelineDir); end +if ~isfolder(functionDir), mkdir(functionDir); end + +% Load sample data +fprintf('Loading sample data...\n'); +data = pf2.import.sampleData.fNIR2000(); +inputHash = pf2_base.tests.golden.computeHash(data.raw); + +[~, pf2ver] = pf2_base.pf2version(); +verStr = sprintf('%.1f', pf2ver); + +% --- Golden 1: Default processing (no raw method, no oxy method) --- +fprintf('Generating: fNIR2000_default...\n'); +pf2.methods.raw.setMethod('None'); +pf2.methods.oxy.setMethod('None'); +processed = processFNIRS2(data, 'ShowGUI', false); + +golden = struct(); +golden.output = extractOutput(processed); +golden.inputHash = inputHash; +golden.version = verStr; +golden.timestamp = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); +golden.params = struct('rawMethod', 'None', 'oxyMethod', 'None'); +golden.matlabVersion = version(); + +outFile = fullfile(pipelineDir, 'fNIR2000_default.mat'); +save(outFile, '-struct', 'golden'); +fprintf(' Saved: %s\n', outFile); + +% --- Golden 2: TDDR raw, no oxy --- +fprintf('Generating: fNIR2000_TDDR_None...\n'); + +% Check if x5_TDDR method exists +global PF2 +rawMethods = PF2.myRawMethods.cfg.Sections; +if ismember('x5_TDDR', rawMethods) + pf2.methods.raw.setMethod('x5_TDDR'); + rawMethodName = 'x5_TDDR'; +else + % Create a temporary TDDR method + pf2.methods.raw.create('golden_TDDR', ... + {struct('f', 'pf2_MotionCorrectTDDR', 'args', {{'x', 'fs'}}, ... + 'argvals', {{'x', 'fs'}}, 'output', 'x')}, ... + 'Replace', true); + pf2.methods.raw.setMethod('golden_TDDR'); + rawMethodName = 'golden_TDDR'; +end +pf2.methods.oxy.setMethod('None'); +processed = processFNIRS2(data, 'ShowGUI', false); + +golden = struct(); +golden.output = extractOutput(processed); +golden.inputHash = inputHash; +golden.version = verStr; +golden.timestamp = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); +golden.params = struct('rawMethod', rawMethodName, 'oxyMethod', 'None'); +golden.matlabVersion = version(); + +outFile = fullfile(pipelineDir, 'fNIR2000_TDDR_None.mat'); +save(outFile, '-struct', 'golden'); +fprintf(' Saved: %s\n', outFile); + +% Clean up temp method if created +if strcmp(rawMethodName, 'golden_TDDR') + pf2.methods.raw.delete('golden_TDDR'); +end + +% --- Golden 3: TDDR function in isolation --- +fprintf('Generating: pf2_TDDR_fNIR2000...\n'); +od = pf2_Intensity2OD(data.raw); +tddrOutput = pf2_MotionCorrectTDDR(od, data.fs); + +golden = struct(); +golden.output = struct('corrected', tddrOutput); +golden.inputHash = pf2_base.tests.golden.computeHash(od); +golden.version = verStr; +golden.timestamp = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); +golden.params = struct('fs', data.fs, 'function', 'pf2_MotionCorrectTDDR'); +golden.matlabVersion = version(); + +outFile = fullfile(functionDir, 'pf2_TDDR_fNIR2000.mat'); +save(outFile, '-struct', 'golden'); +fprintf(' Saved: %s\n', outFile); + +% Reset methods +pf2.methods.raw.setMethod('None'); +pf2.methods.oxy.setMethod('None'); + +fprintf('Golden file generation complete.\n'); +if ~promote + fprintf('Files saved to golden/candidates/. Review and promote with:\n'); + fprintf(' movefile(''golden/candidates/file.mat'', ''golden/processFNIRS2/file.mat'')\n'); +end + +end + + +function out = extractOutput(processed) +% Extract key output fields for golden comparison +out = struct(); +fields = {'HbO', 'HbR', 'HbTotal', 'HbDiff', 'CBSI', 'units', 'DPF_factor'}; +for i = 1:length(fields) + f = fields{i}; + if isfield(processed, f) + out.(f) = processed.(f); + end +end +end diff --git a/+pf2_base/+tests/testExperiment.m b/+pf2_base/+tests/testExperiment.m new file mode 100644 index 00000000..c6fffab4 --- /dev/null +++ b/+pf2_base/+tests/testExperiment.m @@ -0,0 +1,750 @@ +classdef testExperiment < matlab.unittest.TestCase +% TESTEXPERIMENT Unit tests for exploreFNIRS.core.Experiment +% +% Tests the scriptable Experiment container class including: +% - Construction from processed data +% - Selection and filtering +% - Groupby operations +% - Aggregation with preprocessing +% - Info variable analysis (plotInfoVar) +% - Export to long/wide format +% - Headless plotting +% +% Run with: +% results = runtests('pf2_base.tests.testExperiment'); + + properties (TestParameter) + end + + properties + allData % Cell array of processed fNIRS structs + nSegments % Total number of segments + end + + methods (TestClassSetup) + function buildTestData(tc) + % Process sample data and create multi-subject dataset + raw = pf2.import.sampleData.fNIR2000(); + processed = processFNIRS2(raw, 'ShowGUI', false); + + rng(42); + subjects = {'S01','S01','S01','S01', 'S02','S02','S02','S02', 'S03','S03','S03','S03'}; + groups = {'Ctrl','Ctrl','Ctrl','Ctrl','Ctrl','Ctrl','Ctrl','Ctrl','Tx','Tx','Tx','Tx'}; + conds = {'Easy','Hard','Easy','Hard','Easy','Hard','Easy','Hard','Easy','Hard','Easy','Hard'}; + ages = [25, 25, 25, 25, 30, 30, 30, 30, 28, 28, 28, 28]; + trials = [1, 1, 2, 2, 1, 1, 2, 2, 1, 1, 2, 2]; + + tc.nSegments = length(subjects); + tc.allData = cell(tc.nSegments, 1); + for i = 1:tc.nSegments + d = processed; + d.info.SubjectID = subjects{i}; + d.info.Group = groups{i}; + d.info.Condition = conds{i}; + d.info.Age = ages(i); + d.info.Trial = trials(i); + d.info.reactionTime = 200 + 100*strcmp(conds{i},'Hard') + randn*20; + d.info.accuracy = 0.9 - 0.15*strcmp(conds{i},'Hard') + randn*0.03; + + % Add synthetic Aux data + nSamples = length(d.time); + d.Aux.accelerometer.data = 0.01*randn(nSamples, 3); + d.Aux.accelerometer.time = d.time; + d.Aux.accelerometer.unit = 'g'; + d.Aux.heartRate.data = 70 + 2*randn(nSamples, 1); + d.Aux.heartRate.time = d.time; + d.Aux.heartRate.unit = 'bpm'; + + tc.allData{i} = d; + end + end + end + + methods (Test) + + %% --- Construction --- + + function testConstructor(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyEqual(length(ex.data), tc.nSegments); + tc.verifyEqual(height(ex.dataTable), tc.nSegments); + tc.verifyFalse(ex.isGrouped); + tc.verifyFalse(ex.isAggregated); + end + + function testConstructorRejectsEmpty(tc) + tc.verifyError(@() exploreFNIRS.core.Experiment({}), ... + 'exploreFNIRS:core:Experiment'); + end + + function testConstructorRejectsNonCell(tc) + tc.verifyError(@() exploreFNIRS.core.Experiment(42), ... + 'exploreFNIRS:core:Experiment'); + end + + function testDataTableHasMissingFNIRS(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyTrue(ismember('missingFNIRS', ex.dataTable.Properties.VariableNames)); + tc.verifyEqual(ex.dataTable.missingFNIRS, zeros(tc.nSegments, 1)); + end + + function testDataTableHasInfoFields(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + vars = ex.dataTable.Properties.VariableNames; + tc.verifyTrue(ismember('SubjectID', vars)); + tc.verifyTrue(ismember('Group', vars)); + tc.verifyTrue(ismember('Condition', vars)); + tc.verifyTrue(ismember('reactionTime', vars)); + tc.verifyTrue(ismember('accuracy', vars)); + end + + %% --- Selection --- + + function testSelectByString(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Group', 'Ctrl'); + sel = ex.getSelectedData(); + tc.verifyEqual(length(sel), 8); + end + + function testSelectByMultipleValues(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Condition', {'Easy', 'Hard'}); + sel = ex.getSelectedData(); + tc.verifyEqual(length(sel), tc.nSegments); + end + + function testSelectNarrows(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Group', 'Ctrl'); + ex.select('Condition', 'Easy'); + sel = ex.getSelectedData(); + tc.verifyEqual(length(sel), 4); + end + + function testSelectInvalidVar(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyError(@() ex.select('Nonexistent', 'foo'), ... + 'exploreFNIRS:core:Experiment:select'); + end + + function testReset(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Group', 'Tx'); + ex.reset(); + sel = ex.getSelectedData(); + tc.verifyEqual(length(sel), tc.nSegments); + end + + %% --- Groupby --- + + function testGroupbySingleVar(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + tc.verifyTrue(ex.isGrouped); + tc.verifyLength(ex.groups, 2); + end + + function testGroupbyMultipleVars(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby({'Group', 'Condition'}); + tc.verifyTrue(ex.isGrouped); + % Ctrl x {Easy,Hard} + Tx x {Easy,Hard} = 4 groups + tc.verifyLength(ex.groups, 4); + end + + function testGroupbyWithSelection(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Condition', 'Easy'); + ex.groupby('Group'); + tc.verifyLength(ex.groups, 2); + % Each group should have only Easy segments + for g = 1:length(ex.groups) + conds = ex.groups(g).gbyTables.Condition; + tc.verifyTrue(all(conds == "Easy" | conds == 'Easy')); + end + end + + function testGroupbyInvalidVar(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyError(@() ex.groupby('Nonexistent'), ... + 'exploreFNIRS:core:Experiment:groupby'); + end + + function testGroupbyHasLabel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + for g = 1:length(ex.groups) + tc.verifyNotEmpty(ex.groups(g).label); + end + end + + %% --- Aggregate --- + + function testAggregateRequiresGroupby(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyError(@() ex.aggregate(), ... + 'exploreFNIRS:core:Experiment:aggregate'); + end + + function testAggregateProducesGrandAverage(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + tc.verifyTrue(ex.isAggregated); + for g = 1:length(ex.groups) + ga = ex.groups(g).gbyGrand; + tc.verifyNotEmpty(ga); + tc.verifyTrue(isfield(ga, 'HbO')); + tc.verifyTrue(isfield(ga, 'HbR')); + tc.verifyTrue(isfield(ga, 'time')); + tc.verifyTrue(isfield(ga.HbO, 'Mean')); + tc.verifyTrue(isfield(ga.HbO, 'SEM')); + end + end + + function testAggregateWithPreprocessing(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.baseline = [-5, 0]; + ex.settings.resampleRate = 1; + ex.settings.useBaseline = true; + ex.aggregate(); + + tc.verifyTrue(ex.isAggregated); + ga = ex.groups(1).gbyGrand; + tc.verifyNotEmpty(ga.time); + tc.verifyNotEmpty(ga.HbO.Mean); + end + + function testAggregateBarFlat(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 1; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + for g = 1:length(ex.groups) + tc.verifyNotEmpty(ex.groups(g).gbyGrandBarFlat); + tc.verifyTrue(isfield(ex.groups(g).gbyGrandBarFlat, 'HbO')); + end + end + + %% --- Info Variable Plotting --- + + function testPlotInfoVarBasic(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + fig = ex.plotInfoVar('reactionTime', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotInfoVarSavesFile(tc) + outPath = fullfile(tempdir, 'test_plotInfoVar.png'); + if exist(outPath, 'file'), delete(outPath); end + + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + fig = ex.plotInfoVar('reactionTime', ... + 'SavePath', outPath, 'Visible', 'off'); + close(fig); + + tc.verifyTrue(exist(outPath, 'file') > 0); + delete(outPath); + end + + function testPlotInfoVarRequiresGroupby(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyError(@() ex.plotInfoVar('reactionTime'), ... + 'exploreFNIRS:core:Experiment:plotInfoVar'); + end + + function testPlotInfoVarRejectsNonNumeric(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + tc.verifyError(@() ex.plotInfoVar('SubjectID', 'Visible', 'off'), ... + 'exploreFNIRS:core:Experiment:plotInfoVar'); + end + + function testPlotInfoVarMultiGroup(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby({'Group', 'Condition'}); + fig = ex.plotInfoVar('reactionTime', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotInfoVarNoAggregateNeeded(tc) + % plotInfoVar should work without calling aggregate() + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + % Do NOT call aggregate + tc.verifyFalse(ex.isAggregated); + fig = ex.plotInfoVar('accuracy', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + %% --- Scatter Plot --- + + function testPlotScatterBasic(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + fig = ex.plotScatter('reactionTime', 'accuracy', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotScatterWithFitLine(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + fig = ex.plotScatter('Age', 'reactionTime', ... + 'FitLine', true, 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotScatterNoGrouping(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + % No groupby - should still work with single color + fig = ex.plotScatter('reactionTime', 'accuracy', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotScatterSavesFile(tc) + outPath = fullfile(tempdir, 'test_scatter.png'); + if exist(outPath, 'file'), delete(outPath); end + + ex = exploreFNIRS.core.Experiment(tc.allData); + fig = ex.plotScatter('reactionTime', 'accuracy', ... + 'SavePath', outPath, 'Visible', 'off'); + close(fig); + + tc.verifyTrue(exist(outPath, 'file') > 0); + delete(outPath); + end + + function testPlotScatterRejectsNonNumeric(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + tc.verifyError(@() ex.plotScatter('SubjectID', 'accuracy', 'Visible', 'off'), ... + 'exploreFNIRS:core:Experiment:plotScatter'); + end + + %% --- InfoTable --- + + function testInfoTable(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + T = ex.infoTable(); + tc.verifyEqual(height(T), tc.nSegments); + tc.verifyTrue(ismember('reactionTime', T.Properties.VariableNames)); + end + + function testInfoTableRespectsSelection(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.select('Group', 'Tx'); + T = ex.infoTable(); + tc.verifyEqual(height(T), 4); + end + + %% --- Temporal Plot --- + + function testPlotTemporal(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'Channels', 1, ... + 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotTemporalRequiresAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + tc.verifyError(@() ex.plotTemporal('Visible', 'off'), ... + 'exploreFNIRS:core:Experiment:plotTemporal'); + end + + %% --- Bar Plot --- + + function testPlotBar(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotBar('Biomarker', 'HbO', 'Channels', 1:3, ... + 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + %% --- Aux Plot --- + + function testPlotAuxSingleChannel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotAux('heartRate', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotAuxMultiChannel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotAux('accelerometer', 'Layout', 'grid', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotAuxOverlay(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotAux('accelerometer', 'Layout', 'overlay', 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotAuxSelectChannels(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotAux('accelerometer', 'AuxChannels', [1, 3], 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testPlotAuxRequiresAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + tc.verifyError(@() ex.plotAux('heartRate'), ... + 'exploreFNIRS:core:Experiment:plotAux'); + end + + function testPlotAuxSavesFile(tc) + outPath = fullfile(tempdir, 'test_aux.png'); + if exist(outPath, 'file'), delete(outPath); end + + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + fig = ex.plotAux('heartRate', 'SavePath', outPath, 'Visible', 'off'); + close(fig); + tc.verifyTrue(exist(outPath, 'file') > 0); + delete(outPath); + end + + %% --- AuxFields --- + + function testAuxFieldsReturnsFields(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.useBaseline = false; + ex.aggregate(); + + flds = ex.auxFields(); + tc.verifyTrue(iscell(flds)); + tc.verifyTrue(ismember('accelerometer', flds) || ismember('heartRate', flds)); + end + + function testAuxFieldsBeforeAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + flds = ex.auxFields(); + tc.verifyTrue(isempty(flds)); + end + + %% --- Export --- + + function testToLongTable(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 1; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + T = ex.toLongTable({'HbO'}, 1:3); + tc.verifyClass(T, 'table'); + tc.verifyGreaterThan(height(T), 0); + end + + function testToLongTableWithAux(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 1; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + T = ex.toLongTable({'HbO'}, 1:3, [], 'IncludeAux', true); + tc.verifyClass(T, 'table'); + tc.verifyGreaterThan(height(T), 0); + % Check for aux columns + vars = T.Properties.VariableNames; + hasAux = any(startsWith(vars, 'aux_')); + tc.verifyTrue(hasAux, 'Expected aux_ columns in long table'); + end + + function testToWideTable(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 1; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + T = ex.toWideTable({'HbO'}, 1:3); + tc.verifyClass(T, 'table'); + tc.verifyGreaterThan(height(T), 0); + end + + function testToWideTableWithAux(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 1; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + T = ex.toWideTable({'HbO'}, 1:3, [], 'IncludeAux', true); + tc.verifyClass(T, 'table'); + tc.verifyGreaterThan(height(T), 0); + vars = T.Properties.VariableNames; + hasAux = any(startsWith(vars, 'aux_')); + tc.verifyTrue(hasAux, 'Expected aux_ columns in wide table'); + end + + function testExportRequiresAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + tc.verifyError(@() ex.toLongTable(), ... + 'exploreFNIRS:core:Experiment:toLongTable'); + tc.verifyError(@() ex.toWideTable(), ... + 'exploreFNIRS:core:Experiment:toWideTable'); + end + + %% --- Summary --- + + function testSummaryRuns(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.summary(); % should not error + end + + %% --- getGroupColors --- + + function testGetGroupColorsSmall(tc) + colors = exploreFNIRS.core.getGroupColors(3); + tc.verifySize(colors, [3, 3]); + tc.verifyTrue(all(colors(:) >= 0 & colors(:) <= 1)); + end + + function testGetGroupColorsLarge(tc) + colors = exploreFNIRS.core.getGroupColors(20); + tc.verifySize(colors, [20, 3]); + end + + %% --- ScatterFNIRS --- + + function testScatterFNIRSBasic(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, stats] = ex.plotScatterFNIRS('reactionTime', ... + 'Biomarkers', {'HbO'}, 'Channels', 1, 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + tc.verifyNotEmpty(stats); + close(fig); + end + + function testScatterFNIRSSpearman(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, stats] = ex.plotScatterFNIRS('Age', ... + 'CorrType', 'Spearman', 'Channels', 1, 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testScatterFNIRSMultiChannel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, ~] = ex.plotScatterFNIRS('reactionTime', ... + 'Channels', [1, 2, 3], 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + function testScatterFNIRSSavesFile(tc) + outPath = fullfile(tempdir, 'test_scatter_fnirs.png'); + if exist(outPath, 'file'), delete(outPath); end + + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, ~] = ex.plotScatterFNIRS('reactionTime', ... + 'Channels', 1, 'SavePath', outPath, 'Visible', 'off'); + close(fig); + tc.verifyTrue(exist(outPath, 'file') > 0); + delete(outPath); + end + + function testScatterFNIRSRequiresAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + tc.verifyError(@() ex.plotScatterFNIRS('reactionTime'), ... + 'exploreFNIRS:core:Experiment:plotScatterFNIRS'); + end + + function testScatterFNIRSWithFitLine(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Group'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, stats] = ex.plotScatterFNIRS('Age', ... + 'FitLine', true, 'Channels', 1, 'Visible', 'off'); + tc.verifyClass(fig, 'matlab.ui.Figure'); + close(fig); + end + + %% --- LME --- + + function testLMEBasic(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, ... + 'Channels', 1, 'Visible', 'off'); + tc.verifyNotEmpty(results); + tc.verifyNotEmpty(results.formula); + if ~isempty(fig) + close(fig); + end + end + + function testLMEReturnsModel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, ... + 'Channels', 1, 'Visible', 'off', 'ShowBar', false); + tc.verifyNotEmpty(results.models); + mdl = results.models{1, 1}; + if ~isempty(mdl) + tc.verifyClass(mdl, 'LinearMixedModel'); + end + if ~isempty(fig), close(fig); end + end + + function testLMEMultiChannel(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, ... + 'Channels', [1, 2], 'Visible', 'off'); + tc.verifyTrue(size(results.models, 2) >= 2); + if ~isempty(fig), close(fig); end + end + + function testLMEAnovaTable(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, ... + 'Channels', 1, 'Visible', 'off', 'ShowBar', false); + tc.verifyClass(results.anova_pval, 'table'); + tc.verifyGreaterThan(height(results.anova_pval), 0); + if ~isempty(fig), close(fig); end + end + + function testLMERequiresAggregate(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + tc.verifyError(@() ex.plotLME(), ... + 'exploreFNIRS:core:Experiment:plotLME'); + end + + function testLMECustomFormula(tc) + ex = exploreFNIRS.core.Experiment(tc.allData); + ex.groupby('Condition'); + ex.settings.resampleRate = 2; + ex.settings.barBinSize = 10; + ex.settings.useBaseline = false; + ex.aggregate(); + + [fig, results] = ex.plotLME('Biomarkers', {'HbO'}, ... + 'Channels', 1, 'Visible', 'off', 'ShowBar', false, ... + 'CustomFormula', 'Opt1_HbO ~ Condition + (1|SubjectID)'); + tc.verifyNotEmpty(results.formula); + tc.verifyTrue(contains(results.formula, 'Condition')); + if ~isempty(fig), close(fig); end + end + + end +end diff --git a/+pf2_base/ProcessingContext.m b/+pf2_base/ProcessingContext.m index 0602a3fa..0b069077 100644 --- a/+pf2_base/ProcessingContext.m +++ b/+pf2_base/ProcessingContext.m @@ -216,6 +216,8 @@ function applyToGlobals(obj) % save('settings.mat', '-struct', 's'); s = struct(); + s.contextVersion = '1.0'; + s.created = char(datetime('now', 'Format', 'yyyy-MM-dd''T''HH:mm:ss')); s.dpfMode = obj.dpfMode; s.dpfFixedValue = obj.dpfFixedValue; s.subjectAge = obj.subjectAge; @@ -367,6 +369,7 @@ function applyToGlobals(obj) function mustBeInRange(value, minVal, maxVal) % Custom validator for rejectLevel if value < minVal || value > maxVal - error('Value must be between %g and %g', minVal, maxVal); + error('MATLAB:validators:mustBeInRange', ... + 'Value must be between %g and %g', minVal, maxVal); end end diff --git a/+pf2_base/applyLightTheme.m b/+pf2_base/applyLightTheme.m new file mode 100644 index 00000000..c051c4d8 --- /dev/null +++ b/+pf2_base/applyLightTheme.m @@ -0,0 +1,72 @@ +function applyLightTheme(fig) +% applyLightTheme Force light-mode colors on MATLAB GUIDE figures. +% +% pf2_base.applyLightTheme(fig) walks all uicontrol and uipanel children +% of figure FIG and sets explicit foreground/background colors so that the +% GUI remains readable on macOS dark mode. +% +% Only runs on macOS; returns immediately on other platforms. +% +% Usage: +% % In any GUIDE OpeningFcn, after guidata(hObject, handles): +% pf2_base.applyLightTheme(hObject); + + if ~ismac + return; + end + + bgLight = [0.94 0.94 0.94]; % standard MATLAB light gray + bgWhite = [1 1 1]; + fgBlack = [0 0 0]; + fgPanel = [0.2 0.2 0.2]; % slightly softer than pure black + + % --- Figure --- + set(fig, 'Color', bgLight); + + % --- Panels --- + panels = findall(fig, 'Type', 'uipanel'); + for i = 1:numel(panels) + set(panels(i), 'BackgroundColor', bgLight, ... + 'ForegroundColor', fgPanel); + end + + % --- Button groups --- + btnGroups = findall(fig, 'Type', 'uibuttongroup'); + for i = 1:numel(btnGroups) + set(btnGroups(i), 'BackgroundColor', bgLight, ... + 'ForegroundColor', fgPanel); + end + + % --- Controls --- + controls = findall(fig, 'Type', 'uicontrol'); + for i = 1:numel(controls) + style = get(controls(i), 'Style'); + switch style + case {'listbox', 'edit', 'popupmenu'} + set(controls(i), 'BackgroundColor', bgWhite, ... + 'ForegroundColor', fgBlack); + case {'text'} + set(controls(i), 'BackgroundColor', bgLight, ... + 'ForegroundColor', fgBlack); + case {'checkbox', 'radiobutton'} + set(controls(i), 'BackgroundColor', bgLight, ... + 'ForegroundColor', fgBlack); + case {'pushbutton', 'togglebutton'} + % Skip color-swatch buttons whose ForegroundColor is + % intentionally set to display a color (e.g. gui_color_N). + tag = get(controls(i), 'Tag'); + if contains(tag, 'gui_color') + continue; + end + set(controls(i), 'BackgroundColor', bgLight, ... + 'ForegroundColor', fgBlack); + end + end + + % --- Tables --- + tables = findall(fig, 'Type', 'uitable'); + for i = 1:numel(tables) + set(tables(i), 'ForegroundColor', fgBlack, ... + 'BackgroundColor', bgWhite); + end +end diff --git a/+pf2_base/normalizeMarkers.m b/+pf2_base/normalizeMarkers.m new file mode 100644 index 00000000..43651c13 --- /dev/null +++ b/+pf2_base/normalizeMarkers.m @@ -0,0 +1,43 @@ +function mrk = normalizeMarkers(mrk) +% NORMALIZEMARKERS Pad marker array to 4 columns [time, value, duration, amplitude] +% +% Ensures marker arrays always have 4 columns. Missing columns are filled +% with defaults: duration = 0, amplitude = 1. This standardizes the marker +% format across all import functions and data generators. +% +% Syntax: +% mrk = pf2_base.normalizeMarkers(mrk) +% +% Inputs: +% mrk - Marker array in any of these formats: +% [M x 2] - [time, value] (duration and amplitude added) +% [M x 3] - [time, value, duration] (amplitude added) +% [M x 4] - [time, value, duration, amplitude] (returned as-is) +% [] - Empty input (returns zeros(0,4)) +% +% Outputs: +% mrk - Normalized marker array [M x 4] +% Column 1: time (seconds) +% Column 2: marker value/code +% Column 3: duration (seconds), default 0 +% Column 4: amplitude/weight, default 1 + +if isempty(mrk) + mrk = zeros(0, 4); + return; +end + +nCols = size(mrk, 2); +nRows = size(mrk, 1); + +if nCols < 3 + % Add duration column (default 0) + mrk(:, 3) = zeros(nRows, 1); +end + +if nCols < 4 + % Add amplitude column (default 1) + mrk(:, 4) = ones(nRows, 1); +end + +end diff --git a/+pf2_base/pf2_plotArranged.m b/+pf2_base/pf2_plotArranged.m index e2a7fda5..07fc577c 100644 --- a/+pf2_base/pf2_plotArranged.m +++ b/+pf2_base/pf2_plotArranged.m @@ -1,13 +1,41 @@ function [ figHandle ] = pf2_plotArranged(varargin) -% pf2_plotArranged(fNIR,channels,showMarkers,wavelengths,ylimit,plotArranged,lineProps,rejectedLineProps) -% This function plots and automatically arranges fNIRS data based on -% the input values. Specify if raw or Oxy (or other) biomarkers -% It expects fNIR (the data struct), the channels to plot: -% (can be a number or a logical index) -% a set of wavelengths (ie: 730 or logical index) -% A specific ylimit ( to force all to use the same axes -% a boolean to plot the arranged channels -% Accepted line properties and for normal and rejected channels +% PF2_PLOTARRANGED Plot fNIRS channels in device-arranged subplot layout +% +% Plots raw fNIRS data with channels arranged spatially according to the +% device probe layout. Supports multi-probe devices, event markers, +% wavelength selection, and visual indication of rejected channels. +% +% Syntax: +% pf2_plotArranged(fNIR) +% pf2_plotArranged(fNIR, channels) +% pf2_plotArranged(fNIR, channels, showMarkers, signalNames, ylimit, ... +% plotArranged, lineProps, rejectedLineProps, baseline, RawData) +% figHandle = pf2_plotArranged(...) +% +% Inputs: +% fNIR - fNIRS data struct (required) +% channels - Channel indices to plot (default: all) +% Numeric array or logical mask. +% showMarkers - Display event markers (default: true) +% signalNames - Signal/wavelength names to plot (default: all) +% ylimit - Y-axis limits [min max] (default: auto from device) +% plotArranged - Use spatial arrangement (default: false, true if all) +% lineProps - Line properties for good channels (default: {'LineWidth', 1}) +% rejectedLineProps - Line properties for rejected channels (default: {'--', 'LineWidth', 1}) +% baseline - Show baseline indicator (default: false) +% RawData - Plotting raw data flag (default: true) +% +% Outputs: +% figHandle - Handle(s) to created figure(s) +% +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% pf2_base.pf2_plotArranged(data); +% +% % Plot specific channels +% pf2_base.pf2_plotArranged(data, [1 3 5]); +% +% See also: pf2.data.plot.raw, pf2.data.plot.oxy validFnirs = @(x) (iscell(x) || isstruct(x)); validChannels = @(x) (isnumeric(x) || ischar(x)); diff --git a/+pf2_base/pf2_unpackMethod.m b/+pf2_base/pf2_unpackMethod.m index 139451b3..17a9bd16 100644 --- a/+pf2_base/pf2_unpackMethod.m +++ b/+pf2_base/pf2_unpackMethod.m @@ -91,7 +91,11 @@ for j=1:length(Fidx) F_noarray.args{j}=Fidx(j).args; F_noarray.argvals{j}=Fidx(j).argvals; - F_noarray.default_argvals{j}=Fidx(j).default_argvals; + if isfield(Fidx, 'default_argvals') + F_noarray.default_argvals{j}=Fidx(j).default_argvals; + else + F_noarray.default_argvals{j}=Fidx(j).argvals; + end if(isfield(Fidx(j),'output')) F_noarray.output{j}=Fidx(j).output; else diff --git a/.gitignore b/.gitignore index 31ca291e..3943f4ab 100644 --- a/.gitignore +++ b/.gitignore @@ -9,3 +9,5 @@ sampledata/sampleNIR_CH.mat .vscode/settings.json *.md internal/ +benchmarks/data/ +benchmarks/results/ diff --git a/CHANGELOG.md b/CHANGELOG.md index fb95c0b5..901171a3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,72 @@ # Changelog +## v1.0.0 (2026-02-06) +Scriptable Group Analysis, Connectivity, Hyperscanning & Method CRUD + +### New Features + +**exploreFNIRS Scriptable API:** +- **Experiment container class** (`+exploreFNIRS/+core/Experiment.m`) for fully scriptable group analysis without the GUI + - `select()`, `groupby()`, `aggregate()` methods for data organization + - `connectivity()` and `hyperscanning()` methods with block-wise support + - `plotTemporal()`, `plotBar()` wrappers that forward to headless plotting + - `exportLong()`, `exportWide()` for data export +- **Headless plotting** (`+exploreFNIRS/+core/plotTemporal.m`, `plotBar.m`) + - Publication-ready temporal and bar chart plots without GUI + - ROI support via `'ROIs'` parameter (indices, names, or `'all'`) + - Configurable error bands (SEM/SD), layout (overlay/grid), and save options + +**Connectivity Analysis:** +- **Connectivity module** (`+exploreFNIRS/+connectivity/`) with `computeMatrix`, `plotMatrix`, `plotBlockComparison` +- **Coupling functions** (`+exploreFNIRS/+coupling/`) — Pearson, Spearman, cross-correlation, coherence, wavelet coherence +- **Visualization** — `plotWcoherence` (time-freq heatmap), `plotWindowed` (windowed coupling time series) + +**Hyperscanning Analysis:** +- **Hyperscanning module** (`+exploreFNIRS/+hyperscanning/`) with `pairSubjects`, `computeDyad`, `computeGroup`, `permutationTest`, `plotGroup` +- Block-wise hyperscanning with struct array results + +**Block Definition & Extraction:** +- `pf2.data.defineBlocks()` — convert markers to block struct array +- `pf2.data.extractBlocks()` — extract fNIRS segments by block definitions +- Positional API: `defineBlocks(data, [49,50], 30)` or name-value pairs + +**GLM & Short-Channel Regression:** +- `pf2_base.fnirs.buildDesignMatrix()` — construct GLM design matrices from markers +- `pf2_base.fnirs.fitGLM()` — fit general linear model to fNIRS data +- `pf2_base.fnirs.shortChannelRegression()` — regress out short-channel signals +- `functions/pf2_SSR.m` — short separation regression processing function + +**Method CRUD Operations:** +- `pf2.methods.raw.create()` / `pf2.methods.oxy.create()` — create new methods programmatically +- `pf2.methods.raw.delete()` / `pf2.methods.oxy.delete()` — delete methods +- `pf2.methods.raw.editFunction()` / `removeFunction()` — modify method function chains +- `pf2.methods.raw.exportMethod()` / `importMethod()` — portable method sharing +- `pf2.methods.validateFunction()` — validate function compatibility + +**Other New Features:** +- `pf2_base.normalizeMarkers()` — standardize marker codes across devices +- `pf2_base.applyLightTheme()` — consistent light theme for figures +- `+exploreFNIRS/+export/connectivityToTable.m` — export connectivity results as tables +- `+exploreFNIRS/+core/getGroupColors.m` — consistent group coloring across plots + +### New Tests +- **ConnectivityTest.m** — 31 tests covering all coupling functions, matrix computation, and block-wise connectivity +- **BlockDefinitionTest.m** — 29 tests covering marker-to-block conversion and extraction +- **GLMTest.m** — GLM design matrix and fitting tests +- **SSRTest.m** — Short-channel regression tests +- **HierarchicalAverageTest.m** — Hierarchical averaging validation +- **NormalizeMarkersTest.m** — Marker normalization tests +- **SplitTest.m** — Data splitting tests +- **GoldenFileTest.m** — Regression testing with golden reference files +- **testExperiment.m** — Experiment class integration tests +- Test count: 225 → 300+ tests across 20+ test classes + +### Bug Fixes +- Fixed `grandAvgFNIRS.m` crash when data lacks segmentTimes field +- Fixed `plotTemporal.m` shadowing MATLAB builtins (`upper`/`lower` renamed to `upperBound`/`lowerBound`) + +--- + ## v0.9 (2026-01-23) API Standardization, Testing Infrastructure & Context-Based Processing diff --git a/ExploreFNIRS_README.md b/ExploreFNIRS_README.md index 0d9508d7..3d8d302b 100644 --- a/ExploreFNIRS_README.md +++ b/ExploreFNIRS_README.md @@ -188,7 +188,65 @@ exploreFNIRS(allData); % - Export statistics ``` -### Scriptable Analysis (Headless) +### Scriptable Analysis (Headless) — New in v1.0.0 + +The `Experiment` class enables complete group analysis without the GUI: + +```matlab +% Create experiment from processed data +ex = exploreFNIRS.core.Experiment(allData); + +% Filter and organize +ex.select('Group', {'Control', 'Treatment'}, 'Condition', 'Task'); +ex.groupby({'Group', 'Condition'}); +ex.aggregate(); + +% Headless temporal plot +fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'Channels', [1 5 10], ... + 'SavePath', 'temporal.png', 'SaveDPI', 300); + +% Headless bar chart with time window +fig = ex.plotBar('Biomarker', 'HbO', 'TimeWindow', [5 25], ... + 'SavePath', 'bar.png'); + +% ROI-based plotting +fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'ROIs', 'all'); +fig = ex.plotBar('Biomarker', 'HbO', 'ROIs', {'DLPFC_L', 'DLPFC_R'}); + +% Export for external analysis +longTable = ex.exportLong(); +wideTable = ex.exportWide(); +writetable(longTable, 'export_for_R.csv'); +``` + +### Connectivity Analysis — New in v1.0.0 + +```matlab +% Compute connectivity matrices +connResults = ex.connectivity('Method', 'pearson'); +fig = exploreFNIRS.connectivity.plotMatrix(connResults); + +% Block-wise connectivity +connBlocks = ex.connectivity('Method', 'coherence', 'Blocks', blocks); +fig = exploreFNIRS.connectivity.plotBlockComparison(connBlocks); + +% Export connectivity as table +T = exploreFNIRS.export.connectivityToTable(connResults); +``` + +### Hyperscanning Analysis — New in v1.0.0 + +```matlab +% Pair subjects and compute inter-brain coupling +hsResults = ex.hyperscanning('PairBy', 'Dyad', 'Method', 'wcoherence'); + +% Group-level statistics with permutation testing +groupStats = exploreFNIRS.hyperscanning.computeGroup(hsResults); +pValues = exploreFNIRS.hyperscanning.permutationTest(hsResults, 1000); +fig = exploreFNIRS.hyperscanning.plotGroup(groupStats); +``` + +### Other Scriptable Functions ```matlab % Build segment info table @@ -196,10 +254,6 @@ segmentTable = exploreFNIRS.dataset.buildSegmentInfoTable(allData); % Standardize ROIs across subjects allData = exploreFNIRS.dataset.standardizeROIs(allData); - -% Export for external analysis -longData = exploreFNIRS.export.mergeGbyTablesLong(gbyData); -writetable(longData, 'export_for_R.csv'); ``` ## Scriptable Functions @@ -208,10 +262,24 @@ The following functions can be used outside the GUI: | Package | Function | Purpose | |---------|----------|---------| +| `+core` | `Experiment` | Main experiment container class | +| `+core` | `plotTemporal` | Headless temporal plots with ROI support | +| `+core` | `plotBar` | Headless bar charts with ROI support | +| `+core` | `getGroupColors` | Consistent group coloring | +| `+connectivity` | `computeMatrix` | Channel-pair connectivity matrices | +| `+connectivity` | `plotMatrix` | Matrix visualization | +| `+connectivity` | `plotBlockComparison` | Block-wise comparison | +| `+coupling` | `pearson`, `spearman`, `xcorr`, `coherence`, `wcoherence` | Coupling functions | +| `+hyperscanning` | `pairSubjects` | Pair subjects by criteria | +| `+hyperscanning` | `computeDyad` | Dyad-level coupling | +| `+hyperscanning` | `computeGroup` | Group-level statistics | +| `+hyperscanning` | `permutationTest` | Permutation significance testing | +| `+hyperscanning` | `plotGroup` | Group visualization | | `+dataset` | `buildSegmentInfoTable` | Create metadata table from structs | | `+dataset` | `standardizeROIs` | Align ROI definitions across subjects | | `+export` | `mergeGbyTablesLong` | Export to long format | | `+export` | `mergeGbyTablesWide` | Export to wide format | +| `+export` | `connectivityToTable` | Export connectivity results | | `+fx` | `performFDR` | Benjamini-Hochberg FDR correction | | `+fx` | `performFDR_twostep` | Adaptive two-step FDR | | `+fx` | `autoContrast` | Generate post-hoc contrasts | diff --git a/GUI/exploreFNIRS_browse.m b/GUI/exploreFNIRS_browse.m index 773056f7..60a3549a 100644 --- a/GUI/exploreFNIRS_browse.m +++ b/GUI/exploreFNIRS_browse.m @@ -63,6 +63,8 @@ function exploreFNIRS_browse_OpeningFcn(hObject, eventdata, handles, varargin) % Update handles structure guidata(hObject, handles); +pf2_base.applyLightTheme(hObject); + % UIWAIT makes exploreFNIRS_browse wait for user response (see UIRESUME) % uiwait(handles.figure1); global BrowseFNIRS diff --git a/GUI/probeCheckGUI.m b/GUI/probeCheckGUI.m index 2e643332..18ddbb6b 100644 --- a/GUI/probeCheckGUI.m +++ b/GUI/probeCheckGUI.m @@ -66,6 +66,8 @@ function probeCheckGUI_OpeningFcn(hObject, eventdata, handles, varargin) % Update handles structure guidata(hObject, handles); +pf2_base.applyLightTheme(hObject); + global pf2ChannelCheck if(isfield(pf2ChannelCheck,'autoscale')) diff --git a/GUI/processFNIRS2_GUI.m b/GUI/processFNIRS2_GUI.m index f58eb83c..8e7d48ba 100644 --- a/GUI/processFNIRS2_GUI.m +++ b/GUI/processFNIRS2_GUI.m @@ -60,6 +60,7 @@ function processFNIRS2_GUI_OpeningFcn(hObject, eventdata, handles, varargin) global setF global outputData +pf2_base.applyLightTheme(hObject); [~,pf2ver,~]=pf2_base.pf2version(); set(handles.uipanel_device_info,'Title',sprintf('ProcessFNIRS2 %s',pf2ver)); diff --git a/GUI/processFNIRS2_configureMethods.m b/GUI/processFNIRS2_configureMethods.m index 12943580..38e665ba 100644 --- a/GUI/processFNIRS2_configureMethods.m +++ b/GUI/processFNIRS2_configureMethods.m @@ -55,6 +55,8 @@ function processFNIRS2_configureMethods_OpeningFcn(hObject, eventdata, handles, % Choose default command line output for processFNIRS2_configureMethods handles.output = hObject; +pf2_base.applyLightTheme(hObject); + global configureMode if(~isempty(varargin)) if(strcmp(varargin{1},'raw')||strcmp(varargin{1},'oxy')) @@ -484,15 +486,15 @@ function pushbutton_rename_Callback(hObject, eventdata, handles) case Numbers case LowerCases case UpperCases - case {'À','?','Â','Ã','Ä','Å'}, Character = 'A'; + case {'À','�?','Â','Ã','Ä','Å'}, Character = 'A'; case 'Æ', Character = 'AE'; case 'Ç', Character = 'C'; case {'È','É','Ê','Ë'}, Character = 'E'; - case {'Ì','?','Î','?'}, Character = 'I'; + case {'Ì','�?','Î','�?'}, Character = 'I'; case 'Ñ', Character = 'N'; case {'Ò','Ó','Ô','Õ','Ö'}, Character = 'O'; case {'Ù','Ú','Û','Ü'}, Character = 'U'; - case '?', Character = 'Y'; + case '�?', Character = 'Y'; case '²', Character = '2'; case '³', Character = '3'; case '¼', Character = '1_4'; @@ -1378,7 +1380,11 @@ function saveCurrentMethod() for j=1:size(Fidx,2) F_noarray.args{j}=Fidx(j).args; F_noarray.argvals{j}=Fidx(j).argvals; - F_noarray.default_argvals{j}=Fidx(j).default_argvals; + if isfield(Fidx, 'default_argvals') + F_noarray.default_argvals{j}=Fidx(j).default_argvals; + else + F_noarray.default_argvals{j}=Fidx(j).argvals; + end if(isfield(Fidx(j),'output')) F_noarray.output{1}=Fidx(1).output; else diff --git a/GUI/processFNIRS2_configureMethods_functionAddEdit.m b/GUI/processFNIRS2_configureMethods_functionAddEdit.m index 9ef4d5ce..15f01902 100644 --- a/GUI/processFNIRS2_configureMethods_functionAddEdit.m +++ b/GUI/processFNIRS2_configureMethods_functionAddEdit.m @@ -55,6 +55,8 @@ function processFNIRS2_configureMethods_functionAddEdit_OpeningFcn(hObject, even handles.output = hObject; +pf2_base.applyLightTheme(hObject); + global compareMode global curFunction global outFunc @@ -682,15 +684,15 @@ function checkbox_valid_raw_Callback(hObject, eventdata, handles) case Numbers case LowerCases case UpperCases - case {'À','?','Â','Ã','Ä','Å'}, Character = 'A'; + case {'À','�?','Â','Ã','Ä','Å'}, Character = 'A'; case 'Æ', Character = 'AE'; case 'Ç', Character = 'C'; case {'È','É','Ê','Ë'}, Character = 'E'; - case {'Ì','?','Î','?'}, Character = 'I'; + case {'Ì','�?','Î','�?'}, Character = 'I'; case 'Ñ', Character = 'N'; case {'Ò','Ó','Ô','Õ','Ö'}, Character = 'O'; case {'Ù','Ú','Û','Ü'}, Character = 'U'; - case '?', Character = 'Y'; + case '�?', Character = 'Y'; case '²', Character = '2'; case '³', Character = '3'; case '¼', Character = '1_4'; diff --git a/OtherToolboxes/Wavelab850/InstallMEX.m b/OtherToolboxes/Wavelab850/InstallMEX.m index cc62d338..6d688d53 100644 --- a/OtherToolboxes/Wavelab850/InstallMEX.m +++ b/OtherToolboxes/Wavelab850/InstallMEX.m @@ -30,6 +30,11 @@ % If not, install... if ~MEX_OK, disp('WaveLab detects that some or all of your MEX files are not installed,') + % Skip interactive prompt in batch/headless mode + if batchStartupOptionUsed + warning('WaveLab:MEXMissing', 'Some MEX files missing. Run InstallMEX interactively to compile.'); + return; + end R=input('do you want to install them now? [[Yes]/No] \n','s'); if strcmp(R,'') + strcmp(R,'Yes') | strcmp(R,'yes') | strcmp(R,'y') | strcmp(R,'Y') | strcmp(R,'YES'), disp('INSTALLING MEX FILES, MAY TAKE A WHILE ...') diff --git a/README.md b/README.md index 35011126..d70bcfc3 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# processFNIRS2 v0.9 +# processFNIRS2 v1.0.0 ## Overview processFNIRS2 is a modular MATLAB toolbox designed for processing functional Near-Infrared Spectroscopy (fNIRS) data. The toolbox provides a flexible framework for importing, processing, analyzing, and visualizing fNIRS data from multiple device manufacturers. @@ -59,7 +59,7 @@ exploreFNIRS(myprocesseddata); ## Processing Pipeline ### Data Import -Use functions in the `pf2.Import` module to load data from various fNIRS devices: +Use functions in the `pf2.import` module to load data from various fNIRS devices: - `pf2.import.importNIR`: Import fNIR Devices/Biopac files - `pf2.import.importHitachiMES`: Import Hitachi ETG-4000 files - `pf2.import.importNIRX`: Import NIRx system files @@ -74,16 +74,16 @@ The toolbox provides various functions for manipulating fNIRS data: - `pf2.data.setT0`: Shift time to align with experiment start - `pf2.data.split`: Split fNIRS segments based on time points - `pf2.data.plot`: Visualize fNIRS data (Oxy, Raw, ROI, AuxData) -- `pf2.Export`: Export data to NIR or SNIRF formats +- `pf2.export`: Export data to NIR or SNIRF formats ### Method Configuration processFNIRS2 uses a two-stage processing pipeline: 1. **Raw processing** (Raw → Optical Density) - - Configure and select methods using `pf2.methods.Raw` + - Configure and select methods using `pf2.methods.raw` - Common preprocessing includes: motion artifact correction, filtering, CAR, etc. 2. **Oxy processing** (Optical Density → Hemoglobin) - - Configure and select methods using `pf2.methods.Oxy` + - Configure and select methods using `pf2.methods.oxy` - Processing includes: Beer-Lambert conversion, filtering, ROI analysis, etc. Methods can be configured through the GUI or programmatically: @@ -93,12 +93,19 @@ pf2.methods.raw.configureMethods(); pf2.methods.oxy.configureMethods(); % List available methods -pf2.methods.raw.List(); -pf2.methods.oxy.List(); +pf2.methods.raw.list(); +pf2.methods.oxy.list(); % Set methods programmatically pf2.methods.raw.setMethod('MyRawMethod'); pf2.methods.oxy.setMethod('MyOxyMethod'); + +% Create, modify, and share methods (new in v1.0.0) +pf2.methods.raw.create('MyCustomMethod'); +pf2.methods.raw.editFunction('MyCustomMethod', 'pf2_lpf', struct('freq_cut', 0.08)); +pf2.methods.raw.exportMethod('MyCustomMethod', 'my_method.mat'); +pf2.methods.raw.importMethod('shared_method.mat'); +pf2.methods.raw.delete('OldMethod'); ``` ### Data Processing @@ -178,15 +185,38 @@ allData = {subject1, subject2, subject3, ...}; % Launch exploreFNIRS GUI exploreFNIRS(allData); -% With configuration options -exploreFNIRS(allData, 'timeShiftTo0', true, 'blStart', 0, 'blEnd', 5, ... - 'blockStart', 5, 'blockEnd', 65, 'barSegmentLength', 60); +% Or use the scriptable Experiment class (no GUI needed) +ex = exploreFNIRS.core.Experiment(allData); +ex.select('Group', {'Control', 'Treatment'}); +ex.groupby({'Group', 'Condition'}); +ex.aggregate(); + +% Headless plots +fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'Channels', 1:5); +fig = ex.plotBar('Biomarker', 'HbO', 'TimeWindow', [5, 25]); + +% ROI-based plotting +fig = ex.plotTemporal('Biomarkers', {'HbO'}, 'ROIs', 'all'); + +% Connectivity analysis +connResults = ex.connectivity('Method', 'pearson'); + +% Hyperscanning analysis +hsResults = ex.hyperscanning('PairBy', 'Dyad', 'Method', 'coherence'); + +% Export +longTable = ex.exportLong(); ``` exploreFNIRS features: +- **Scriptable Experiment class** for complete headless group analysis - Group-level analysis with hierarchical averaging +- **Connectivity analysis** with 5 coupling methods (Pearson, Spearman, xcorr, coherence, wavelet coherence) +- **Hyperscanning** with subject pairing, dyad/group computation, and permutation testing +- **Block-wise analysis** for connectivity and hyperscanning - Linear mixed-effects modeling with Satterthwaite degrees of freedom - Visualization: temporal plots, bar charts, scatter plots, topographic maps +- **Headless plotting** with ROI support (plotTemporal, plotBar) - FDR correction: `exploreFNIRS.fx.performFDR()` - Data export: `exploreFNIRS.export.mergeGbyTablesWide()` / `mergeGbyTablesLong()` @@ -211,9 +241,9 @@ pf2.settings.selectDevice('fNIR_Devices_fNIR1200_16ch.cfg'); - `processFNIRS2.m`: Main function for processing fNIRS data - `pf2.m`: Convenience wrapper for processFNIRS2 - `exploreFNIRS.m`: Group-level analysis GUI -- `+pf2/`: User-facing API (Import, Export, Data, Methods, Settings, Probe) -- `+pf2_base/`: Internal infrastructure and utilities -- `+exploreFNIRS/`: Group analysis functions (plot, export, fx, dataset) +- `+pf2/`: User-facing API (import, export, data, methods, settings, probe) +- `+pf2_base/`: Internal infrastructure, utilities, and tests (300+ tests) +- `+exploreFNIRS/`: Group analysis (core, connectivity, coupling, hyperscanning, plot, export, fx, dataset) - `base_functions/`: Utility functions (legacy) - `GUI/`: User interface components (legacy, GUIDE-based) - `functions/`: Signal processing algorithms (filters, motion correction, etc.) @@ -222,42 +252,42 @@ pf2.settings.selectDevice('fNIR_Devices_fNIR1200_16ch.cfg'); ## Overall Structure processFNIRS2 is laid out in the following manner: -- **Data**: Functions to manipulate individual fNIRS segments - - ApplyChannelMask: Set bad channels to nan - - GetMarkers: Find timepoints of markers in a regex style - - Resample: Resample or average fNIRS data - - SetT0: Shift fNIRS time to match start of experiment - - Split: Split fNIRS segment based on different input times - - **Plot**: Functions to visualize fNIRS data - - AuxData: Plot auxiliary data channels - - Oxy: Plot oxygenation data - - ROI: Plot Region of Interest data - - Raw: Plot raw intensity data - - **Export**: Functions to export fNIRS data +- **data**: Functions to manipulate individual fNIRS segments + - applyChannelMask: Set bad channels to nan + - getMarkers: Find timepoints of markers in a regex style + - resample: Resample or average fNIRS data + - setT0: Shift fNIRS time to match start of experiment + - split: Split fNIRS segment based on different input times + - **plot**: Functions to visualize fNIRS data + - auxData: Plot auxiliary data channels + - oxy: Plot oxygenation data + - roi: Plot Region of Interest data + - raw: Plot raw intensity data + - **export**: Functions to export fNIRS data - asNIR: Export to NIR file format - asSNIRF: Export to SNIRF file format -- **GUI**: Shortcut for accessing the GUI -- **Help**: Access to help documentation -- **Import**: Functions to import fNIRS files +- **gui**: Shortcut for accessing the GUI +- **help**: Access to help documentation +- **import**: Functions to import fNIRS files - importHitachiMES: Import Hitachi Probes - importNIRX: Import NIRx files - importNIR: Import fNIR Devices/Biopac files - importSNIRF: Import SNIRF format files - sampleData: Load sample data included with the toolbox -- **Methods**: Functions to change and modify processing methods - - Oxy: Oxy conversion pipeline methods - - Raw: Raw domain pipeline methods -- **Process**: Process fNIR segment data +- **methods**: Functions to change and modify processing methods + - oxy: Oxy conversion pipeline methods + - raw: Raw domain pipeline methods +- **process**: Process fNIR segment data - processOxy: Run the Oxy Pipeline only - processRaw: Run the Raw Pipeline only -- **Settings**: Change settings related to processing - - Baseline: Change baseline time settings - - DPF: Change mode of Differential Path Length +- **settings**: Change settings related to processing + - baseline: Change baseline time settings + - dpf: Change mode of Differential Path Length - selectDevice: Reload device settings for FNIRS probe ## Troubleshooting Tips - When importing data for the first time, verify that the probe configuration is correct -- If you get errors about DPF factors, check the settings using `pf2.settings.DPF` +- If you get errors about DPF factors, check the settings using `pf2.settings.dpf` - For visualization issues, try running with default methods first - If having trouble loading the software, check the MATLAB preference directory (`prefdir`) and delete any related settings files - Remember that GUI settings are for visualization only and don't affect your data @@ -270,7 +300,7 @@ Access this location using the MATLAB command: `prefdir` For detailed function documentation, use MATLAB's `help` command: ```matlab help processFNIRS2 -help pf2.methods.Raw +help pf2.methods.raw help pf2.import.importNIR ``` diff --git a/base_functions/grandAvgFNIRS.m b/base_functions/grandAvgFNIRS.m index efdbdc18..e7991cbe 100644 --- a/base_functions/grandAvgFNIRS.m +++ b/base_functions/grandAvgFNIRS.m @@ -243,9 +243,9 @@ outGA.segmentTimes=unique(segmentTimesArr,'rows'); outGA.segmentTimes=sort(outGA.segmentTimes,1); outGA.segmentTimes=round( outGA.segmentTimes,5); + outGA.time=outGA.time(ismember(outGA.time,outGA.segmentTimes(:,1))); end -outGA.time=outGA.time(ismember(outGA.time,outGA.segmentTimes(:,1))); numSegs=length(outGA.time); if(showProgress) diff --git a/benchmarks/fresh/FreshData.csv b/benchmarks/fresh/FreshData.csv new file mode 100644 index 0000000000000000000000000000000000000000..4cdc9a364854d8b3e835cff4106124aa61e655ef GIT binary patch literal 993660 zcmeFa>u#RMwdcvNY+yd^FWtayfTNAfrV~+?NFCG3G-w?x?UpP>Wa8dq7=m@QV_8;2 zIktk0xt83-U@m3uW@gr}{_mfw>N&kHMas6E2L#FYP){9Jt@B#7>i_$H_tsvoeYf^_ z?akWy+O4%~@%LuDe!2E-eE#LyleL4jui|%O?OgfhT)aAnZ@!3MKIiYFc=tR$|7-dG zT|7e{w0u!|(fgr3w@b_ImHVXSvOaf8pF1n}Ny}w@o-ci#U%5|OF6;9`>GQ(MebRDS zpBGD?7gz3+mdpCQRQkNMa-X!!J`=k(*4Vu<+}c>X7ufS^flprr{(TX>ypAWpyW{r) zrX9Z*aO?QJfKA8m1^hXFFJR2^djUs|-^=9_>E+6a^m1$6{URKB6sa{sc-l<+z$KI)4R>$6{URKB6sa}qPy~w}gWA9Wit7Gp}FRNqk zR4=Pz?^G|VWA9Wit7Gp}FRNqkR4=Pz?^G|VWA9WiN5Nh+t>a_wR4=Pz?^G|VWA9Wi zt7Gp}FRNqkR4=Pz?^G|VWA9Wit7Gp}FRNqkR4>Bb-OygKiryUBPqlu8PCMN~Sob7s zD=e&UqqmK-zi_u@lIN~&4#A=xL zlbFZB+J9eZhC@$oto`wDjXCGPbXNPax7v1AtE{7j5AgaVAjSL-R+>9IgT;@H|1SZ< zoAKYXdQu?1e23aT_F|X+-0S5|8OPYZ8|w!5fj?Bx-Q}aS?(Y1uXTjRUlT}*3irLoG z3Y6P@8pocu?SC0gP50ZygXz{AYxiS)e{R;e9&`t0jPF?g8Ah#fp>6>#ZLDnuj_n6D zzbY7au=d~LvwsQe^1FgFg7LxH2l45n82x4OThYrwwEw1Xr6<87uElrX2Y;wPrSF?- ze~V|=*KS1r&@?nGJ~H%K7jODc(c-)4=i9*3r)Bnx@F3=vpRxit*UK1<*Kp0pW#r+R zFwgP!*J8fF=}q+WUHliHTn*bcVvdaNr+HPcN!+adM0>IqV?GOL!UNU|CVUh9$lu3$ zSh>7~8*3j&n{Q*U#4qY652DrMn6DuYMZ5|)z)QXjh_Q!w8{z8U)<*?njSzW47A8^^qBLDJ%QE z89m&HKET&!W$mn(9jW^oZ#CZY-39#F(SGmn`JBbFw%t+CT!3d^zSD9q=KnOl{XW{T zn+gBn_QQKM-1ctl79%9~!97Gt%f@M++6yd0jxfKg;n&8y_#)mR)Aq{$ntOLKYWWjT z#oh3qcb}YwonQeyJc@bk$2<-SoK2-*=d0jqsr{_SC~y|EA$XT|JE?IwRFX>yvVV(y zHev+!P(8AXEvJW);L9x>#(DFyS?tFSFv>yvN9PmYf4TO%80UW${(L7^34g{D{JhK% zN`}9KWkepJWK(!o`T`~KBOs(FzlmP(C_@V$MW1k-ujAX@;A5=&i=fEVC_gQ)A4jY2 zqYd-m`Hj*J{sbN^?*;jY9`Q7O8H2HJF8V}zy(r(nP2}qq1(`c<#MtP(U&grN_N?Y< z@V{GuZF}(=ZfU;E9(HYxgIFPQ?s*xxtDOrn^&CVW@Q;H9{DE+HrfQWCZlO(UN#$&j zvN~T4Kb7C-t5qP4uJt+~3?!|&!JTpr?Rc!Q%Ym~klp&tS`uiMitYypFrdyfnPez_g zHo*tLCb$}$LvjiW~*ZWVq?G@YYtk~}SitR3}*zV$r z?JljVeV<@p};21OjPlRW~QN{P6Ky*5=$1&AE1~otv-^7z}4k(yD z;Cl3bJw}7Wd>emngs$T#?5$`GXF?)C<7Irv8I2Q=csv{$OnVXk@uPr82f_U%kH08B5u`r4FnExjlkK%L@#(F=srD%_%UVSD86xwR zG-wvcQY71xHGB_Wl~<3~PRD1Gy&7#JTFP4^N%(clQPPpwBEgZLV61Es%?FGlivY>R zdY*(tIwAg~gwnL9jFnvf_~JW-=PjPH=TjD_rlnzUkl?=i7xo`i)0mq4~K4ANE0k18twh+`)wY8a`V)AN+kI{+=&?iNv2@ zyIlTWiN6;jrpaHvy%0bAB?I6>X>(!i%9^0fKBEl|kFgQ$pdb1=SH?S6dOTNpJXd<$ zF5hm)_eA}f({^dI9c@03{f8Pqo3Q>gkF9tPo&jnt-$ndTEs3GUK2d9T~X^b$yMX~@w$?S*RbfWRP+SoB{6Mp z0Mne|^8!~e1neef%lit?3&R9siaP1&LXK4nHV4Cn*ts`&#S&$;$Y7@KQq@QQO! zOpTK6n!Pk6JPhK|7s8)-u5jvnUbeP$6_3>RB?_*oikVoxYsW3?p)_;}?~;3j&R)h3 z_=YvG8EwwQt22u|n3C|GYf9+0w+~7m9!dM@*cJXcpsYRj>}bOdv5(BZr5$ObmMY0P zShL`|8@q-d8lE+r+jo9oPLerbAp0z@JDcus296kXC@iLOKp( z>X{f1-P1qv{<5Fq5cG7We7hSh@igz2zvyHeWygjsGWWxt&MoAjpCKlGKty`RkJf`R z!()cW%ukUzGj~Aqn5p4?poabM%KkC@)kG@&3J?j$&jwcm-xrgJibH$h}bdGdWi|-JAKxE)3#s!-BJ6f+xK64 zbpP+Sc)L$#KlSXVp8eFrSxVC$rP)tC`>FA`UF9^V@Gl>#1XDvzMuM&uuQOQ9Ji`t;aDyoEc_i9HIh0vf*mAA?K5D? zDoE|pxe@NC{-0im=~rHH_y3TG0*b?Xfj=R8t$h{s>*X!#)`or8f5BLc>z%z&-t8BB zC*nR-U&S%MI=-chGvo%bH{lVvO6^IRI=)Lp%%hU)!!Sg&VFo?vErK&xZl2E`&;Sk8EogP*fUxc%3!J?~%OFz{-@l|InV;kY!^e_3_*Pko%cLj0V5=QX?g>kjDLwO( z_luuwg^n%_Sh-cQOQnO){KWj^e4!w+ygn#=0}Em^cnI%L|0uks=C$av;xn0@HpXkZ zJOz$~#Q!GxK-$rlIkq%i@|ib_%$24~3wR9wcjFnj3$|;@7x*N+>RNmw-qX$&%rYP3 z^exu>qu^bfE)caO|MHyb^8?PS%UnX_9$J8&tIu?=dP?DFyfsfZ0?%b!6qzq>_;GQ^$O(!o@tbqRn{g#Z*%|G3d9Td#O4a9?nA4T`(M+{+ z@?I~Nncj~b_j!_cfe*rYsA~Kq3|NlVy&HQai~4TtA~f_W-k%CteYKpc-i%k$fze^n z{AwMRGf>uH;U0gAm0?ec=ki^h*({w#`o?~=gzBI)D45*Q7X>a`MW;p%fagOxIyh;q{&bATX?f|& zUF?DHtgroBP!aQ>zqvmbClMw||u>Uv`C#3y5(7{;*o(cFUfV5X`c z2og^Vbgso{wH73rvm}xy53E7D$?vls?T7Vj+h3ATNIu2Zy)Qt9ta^N=-^L0#z5hIX zz?zS^JzmB!|E1dD*@E6gTi6Te-SClb7Cj}^)%IMw&Q+{Oc07N&RI6{&YnZRv{Hpfd zSgY2z$QrSJbUInNR@79%vzR@s`l{|bpV8^yA7U@%6{yE!9DY~->1Qq37pZUj&j0K7 z{>=aD?}ndtOaC8k)qdK(8-8+?HtmyoqW{;eW-pUv((GljE>Lr&*~?@vp=vi+a?W0+ zI=V7@neuG+`^HaZFH_C$Tw6|lU1^(G8?%>b_A+60tQP5>y-cT8@Lj#XUZ&d%`=j+S z9oJigZGLnw754PI@-dw)UY)L&K%Nc!e^|r*&rKKUS;|*w?Pd*-z89tS9MyGCH5%6U z>|;ug=1KUNQKj8_yZOT0F5|$1l+vI0&&lS85^Rs91$sX9O~{82%Qc zEAxV<@nmMLAEJ*`@qlvo;x%(ecXlMwz2ZsbJI5OF_0vY5Gf%|~AC*DZ zju$Il2L93qF*dv`JoBi$A`bmSU;_DEswubn{K(k>yPy=ZgPz0;zb$#)ITvLZF)Kyn zGIHOYbwY@E%c}E+ul#%b&UIiEF#^lr5%30O<+3y22iQYQX>KvYW5$n}8fNY=^TJs+ z{4!-_T88C`*-r#3?^hrXFD-r3^C2K;F(|JmXtoA2FPynDeT z;gdJR?|UcCx!x}vlYAp`3(42K8djic@#8Jf>1CY@<7^FnFMJ48x+f$4UcBelO7e2| z!j`@tpY4aA!dbMs0qAs$h3CpSyZDa4vy43q#Y^aIC?|I#GDyi))trY~$fjS9F*yaV z8L9>`+4T6s@OqpJA02twoJ}CBl+&|#<>Yaw?@K@`U5Ko3;PxiGDtH{A5%P}n95hd3 z9k8<3(H3a=+uuaqqQ0dC-*%%z#AdEXZZqCIL(efCMSNbD8sO-j83E4-4ByJ9`1@ED z@L}x_I&&my&NJkV)8#>we_QP z%5|1JAB#ZMG12L}t=MmFTad3q^#H~_hfo+12&h}x?y46qFJW878O(;e9RyW;8>{8D zYryLpQwtnORG9ZT8SC3y2HmG925pgkp--v`)aT)8iO${~v+onFd%(ZByWmrQjb7z7 zg<9Yfc*k5ZLG+G7z+RUx$yYf#V^eZ z#^dRK+SrRvh(Et5y$J?zQ%+T_lDSWOw*Em^*^3`O+by!Ku(p=}CCa`7~me>@y>^C$|)H)n4n#8oSNG&{m*|JZsK#XaeRL^$ej< zQ9P}NpVjxj9{3i$%p6lOW32=2eEccS8d`Q3Q_;%43eLsqSU>WHo@=?N9oA{S++j|r zrXEHcG<#0D`h+DXCRrU4k1#YlM@jXYiC}$tyT3t@-O}9Bn-SV*=KMR@zFDn@As)mWu8eY^E3xvN!=<9H53Pc4hUb7~RQJ$_g1O+O zss~ff#o%z}fc9tH49iiJ0>;+-uCBz?w@*_y5_XDvCEkE-nHd5lfiVd@h^5r+$E)emmwB1L zH{a4|^*Lom5Ik+YkV_$*6RssWloYFqCE};z8q^J8HCwTA{5G6#)cH-`Q~4+PmgycI zVh-sM&_|V9k@+=(k0c8GNO?xmKR4I@ujn6q`X+wxU~H`Y-|^~BdHq3=$F!iX46>V+ zmx3y&!1E&7eX#cTLrG4>FDQmK-DfzZJM;`E>$l^X{}%n^GxsOQp|;n>1vdsV?mT+=S!$uE62v?dg#2m@*f?j-{RM zsbpUhhh(Fw(v5e295bO>G$hfBa?aEPk`H>J53t}){H3}R_;4ov@5hQ+2fONuQ}iX9 zl`KOv8P?Xn=}t0!fHNKW-?5uZBv<`PcN5Xf(x&))~U4b&? z?GV2pXNsOP6HDI;LO`tDA21dVAXW#GY&-t5pN|fAPFjTU9F8S_2Rzd|C~IH(2zD9s z7B5TP#Iv+dh840_p4BU$C0iN|wf5i$^VlNBgfJQGp%TE^un=7{N#4+Q_cjBn zXX07ieWrRHxuf8P>XykD#u`j}>^3v2rJHG$(QUg5Qk#MQXfb$l#mV-90ro5&%$O$-cv7C|N`F5m-wF7|Ue-IrIN~R@cSVrryXn0W_DTO1 zA52bz=bSwPgV;r?d$1$)nzLpfs0VR5*2y>R3jFQ%;kV3E>+p9w@tyYYetcv8V0t&T zpv_ZF0~snx(T#TEo^Zq0htPo+uo|e%_%LQ2^fA#R3MXp%JQ|*LcL{##+;DqHlN8?m#%K^zEJai5`kfI?`;C~Xfp_r9Dxe(!Lz9~PtX z8o2HUW+%_2(ophF^kT>yK z&}2n@IV3p(+|h>R{b|=ky&q*W!(AjPz|~>Py-S<2jAt8Vwo%4yq2t*o*1E+vi9P97 z^Dcj!Efn)?Xc&%>dV}TXY@vwX&KAnMwNR!t+_$kt&V-kI)%5R! zEB-&@8$7`Ban*M4Z{iy&nEpr9sX{vKL?DfF%A3%?(z+oTXgxK<6uMlua#17 z&kcVa{y;L6pb&fPhWTU7e{L2pspfT3T*fl`W_TmTD>8n`{N(u%&9~fZh;MB~mD}#h zejMJi7u<{e1xBl!&|8n(U)5y38an|-kT(Husx#%{+=sYDCEiXBNy^;(E?waBJX4UY%lGH78{F< z0D9xbEGpu5wfxmTTMvv%cvBl&UNU4jm0N*?BMrnWEG3aQ8*Bf2{1P`>HL|1({Z|XW zb{j29`A4<6Hz6B6E*?@e9Hf|hiOvsrS9#TrC9cOzGeSsiKX+dN1@_@a{OlLpxEY^; zTSN}=SE60Cxauss)V0vq6npz3o|8UB_MvsL;qRR_yPJT9MXRA)Ym?V z88a%LWNDIhORDRy2k&5HkLzmKH7!lwfyWr&HZ(=>%;wN4|Exk&Ko{N?8q>5pi4~KwOV8;2d2Xk;MQe!08<$AjY0m z?uqrvn$e9#j7aQ&_O$G0^kGX80eTj{K+n$`zSqjCH6}At9N4&SUn6q8zc*O&!+D*G zH;STwwJ8ZYm6Zbg>D93~t%_Nxl8Phh{TudpUUsSWi*R4TV5M$-H0!8gxDcBqj>jOi*^)z z@ocqTb^shSo zst5k8L@`HY(A_TZfinONs2)6Hhw4*ijR3FmQ#ch)&)qT)v#^FGLSn=?`6o8;DM{0EK$ z<2!JK9IC-r(LLpchYbr^9i1|B*FO;#cjNB1gyOOw^yx zX`~y$hZQ;T3ASz~78;`>!)SpSZ^RCRW5cDM$LrliRIELpHD{upRF0TqglOZ$(dJB4 zbgCH(@na~yJw&Wu_eX>(3Hu99) z^gp>2{alEivd!iAWT%Ydr>OjRE`Diq(m$u7=QDA3gg6=b&_u9_zT(lqzr*P)swaK5 z$V$E!R>^LB*G5Q?1$lbGCm6{Oq*5Eb-;3|R3ooqVx8wEod}|7HBL5O61$0V7XV~bK zyc~M{DCSH|0?Vsky%DR``mN4=^X@`>stt76&4F~2D?JV$lVqc& z@SB($Cy4Zv;#;zsSoOul+^)w=$X_SNUu$5mE(R`MF6*KX+EU+CpYZghiIugp&QlF| z-|L!yK6T>N4zGsMsCUW^{jsdS&8YzghtH+d-e7hpBT}-^8LzH4f$xrXhCk

Qk>- zF*DcGC2$`fQBwa52Kk(RB7r<o z`HuN|@A`8drgyjyzD!dvvIH&!$AEh}s_nV+pO~snFRCsj&w5_;v>7LSa;AKeRkd{k z5jP~|Inmwd4IC8YS%vX~Z@~1-i|U@J6*hzU#FS|XZGz$5^FgLzR#4NNc}YK_m#eC2 zsoovW8Emmc*^U0;+0Ib%*`9mx2{K7@V^=MmK8YD4A@9U@@P}6c0Z!|2)5ya^xX{0M zcQvW7xftPPJSkamKYFu{c@$}3IWyMdF#m-%kTqk{MElLUyx&9X>dFM~ljihck%9MP z6n~!F)H`bm&HYpikX%aQ4J|$luO;Vd{$hy&HAv4f=CS+GM0L3@B&Ia7%I;p8r3 z>9n4!sVDzrKfzCD^q~Q>Qu2krh^IO0_@?ZZtM;^WH*fB1ebSEbO8&0$SWm-cryW_W&u8B)WZ-q?xhHFFQdDo{KhFa&}Z zm-a{{SKR|RwC40+bBdig%9HIIdWLp-JKC+X>a)>`6@x#UK^wA~-~w**fPM?2jEISmh50by0bo$eE?S{25ZL&rtWeLv{_UfDG`erpG`{D3n1_yujp##_!$ znD?b>bz>X~ng(K1qb=t)%y|`BxESrAtf|qKb0WClDs%!5gzBb7Yq?b7$?xJh`5m~? zt;Q1|Io@u1w3dTqFTR0_I@;r7Sqgx=mk+UW3`bfHmSer`%7EfHMow`z;E3E3{*UoC z`E|J0Wg3R7a6Rrq>dNPYKtdZR{_=QUuJm^+;&2z!$8c(l&k3Tye4OVP>UgK7C~}Oq z`T3n9O^2j5y$)fQpR{xxTiqC+^Ya&bIF&kx+MpxtOs;N>yXkp&c2|G#Zh97Yk;Nm% z)-lY}R>6gSo3Sy5Ia&Yt+>h=$;Lg+Q80KKBjL~m1wvI8rC1`KQ9LFV%+Q4h1xsQ!8 z&au?P`M?=rO&?m_mHhI!RhNd)g1a=(Z3Db?+xHmEr#aQRpyY9VMY{r>Nn(wSG0myK zovsY(uH!NCXWT0-9o03i~PwI|A%x@XL0CQ!LjlpV~Cm|!2;T0>Lma@xu5^`+W zj$k=lDEgBuM)_Is7ZVXDx`Fo*uaF|1L{aNIs)+`F5*{a=@3SvfkwU6Sa;uSQ**%U{ z_z+b;2|f6;g=T~8LOkQ#+UEsF)gx6F(+ed}g7$tdYMJ7ruKVKdEc^kE%aVuKkGv>q zI`z%f;$3S!k@Wd`;a8SdT--%e&o@M(z7DUL=f}NL*Vq2ktl;+xF0mW!?+t$QB4GKa z=mji>Qov#S8b3tbf<1T@-+4@;!7pO2FXA&rwzcwiRS6Tw67BLWdEFYA)c8~7!B=J8 z zI-A6pR38g$;m&NlQg}jN#k|I=Zf4y~_7y*ETQM`^V0kjHjz`OP>q-b@4k${}*0#i7 zhKG#*S>5twe1_-zRg6iD?Kssd!9-aj%F_5S_y9CF96OU=xf`Ewh2#3{5ckQ$HHd9# zhxz|`e6~3n9bv7i$4A6%Bi1F(p_3wYTr4vJ~oqxF`*Ljx8nE*!4nRr{u z&&(j8-Op{RvyZG*%=uX8%IJ4n&76+~=Y~hf`wx!D-sHXV zu`Ctw{-cAwPgz-5zj?2+JXG>eD*wSTyPcEcYDMKLB<9?WwrJ0^jCwg6(6}>GOQ?ySvZyv6I!% z-&61o>{zzwUuYJ8sbnLK9->uc&*M)As|TDEqwm*|Ncw!Mf2d>sF$>7Gak znHPl8dHAxaj%UVq3XYdpvW)7< z|6HwKqKE7jyZXzZd-4LkqA7@;4bBKj1=HgK(pKOGL?Qs9n-;}9rh%KXkTD$G|j?Yg#V(QeL)H)SXe)TVZpD>E{3tvNd{0bU-&3u^=RnB}`Y@i6Rzd_*u}Ib7 z$P@Le0coSNxZ-FioUzgnIT^T6W&G4p(oOBdr;IW73F(I>c@9J(f35;}(B(YVc<*iZPK zvJ%OJRp_Vtwq3s{xQ}2o7w<{z?miyW$%q4>ETG9e)hF z(5c=3+hG^^AWzG@j9FwO_%5QG#pl`IjkeBPi=pQ8WMvB9ay8J+Fjk#E_Db4Wcr_=F zRo`&ct3>b+ki5mqxb+nB{x%n4~i6*X2! zoiFLO$g9^y8i}@9+xPM9)1uLmS)Up~>akg61nGnZg7yzgtc{T0u3N_2Q~#Msk8XYt za{-ppQu>_C)sN6i>-u4;Cw}oh1YwGNauBPo5sy0dy1Q_D!sj`7jdmM#JMo5cgYJPsp{@drS|xi$gaR zp>?yTV4v4aU($?JB~1E<<%DxJ_7|A@hrr>j3Io}1`g|CFe<LWv+8Cc>ZE>XEm zP!z5x6Cb??NzR_PyP#G1L;2*c;Abb_u~I}yK_Y!$h!uT=7x8cUR9&5-Yxd3Ue&X*FIdaZqdio>EAs&2 zAe`t+iufsUlIS-!=Gh7-hjx5;FQwnYy}&zmP^Y1wtfOP-SQQ8GX1na@PWgMe{Jm2C zl8KWXQ5h^rImd@Ab_6{Ai`Yf!&+H$b=`IbU$qqpYOaUI?4V?68{HQhzyb<}fD(;IH zA}hN)1YR1;;i*G(=e_E}q`N-)c~Yo1;n-5PwQKPQ)(20wEPp$y=6TiDWPVx=oR@5D zs7HPw{%U^XyjK~)wTylg&qLYb#Hz(PE`M{?_1Qr2InA<_li)?YdL#|fg)ybQ=ycXW zp$M!UcoLi%gYeE&0JE=nJ_FJhloKg+qdaAI0ZBx2V%xwBd<7 z>)7R4a4Ti^!TD5uRNBhfwSU?`ZYcuvw|GVTLb-n4C#@5_0h`J8W?s{HXq$~Xl3&M@ z?6u%4{S~NcMQ9wht~o7+#1^(8y;}_}_hKBc;Zn@hGcd2WOcq=>*8cMbd+SP;zz0ms zY++fO=$|?{@Lx8xvuC3BGle_3r&`mKUPKi~>|SvI{7N|=;4c4L4Nc@?D|I-Jhvp~Q z0##BAko~c@E9F^R;jr6Nz4v{M(o&Dz;H)gzmzk5oMCnh$0Q849p{cVvY4eW*L-`KP z%hFMM?d;O+a$17VEa$DUNt1e6a9UI-&kj5DFlGa_s6xDO!u$c~vaX?fw4uM;CH!yT zIMC)4L3&X8eW8_TO-O_m4sEX&qEDo}_hi37;6=d;_bV^_cC;FXZL0^i{$**eqIgkE zt)-<*1lN~)r>q@v;!gC2g@v4w7PDLSQrHik(f)euGw^3$p{K+N=G{Vr^QO|eH`e}8 zWHvWHiL-62{Xg;gR(yUxY7I*tgnFgj{yjd&(}%yi-=6(4rf4R|(e0TvRY%GC`Bn7X z`eGgz$b7M&F?b-{yw>eJ6X*-A0lvmQ)iR>C$;9!}<}sIR$CZSTUX6tKr;Y9>NJF6Y zI(8;^-dMI*_{PiFO?cHmZG2jI235k5K=Mvf2Ybl=hBvB;DeDlQ*E7OR>%GHXJM@%4 zm({;My*GUd7s|eoOo`eTu{#tl0`4ZBmvGBm58aH!|$nBb2dcJ7THO1BP#w)Gu3~VLj z0USn}2CD`WlxwAUl53{^JbfAL-W2b$WbW2dOx&rdY4&hHlgH+vlCF#v$Hei{xaiM@z8%!h4Z2zg+)@Ea2n#H;ztq)&kp|?Aj65?!-lZ zKE4lYxczmH;WE)8u=!kt&115n*2~`oZclkeoEqb0m+PYOA2Eta#Vn=w1AX?P->i@Bmn@QaU9 zK2U2F@++&d3Z76bA6g*!!9kv9{n8Q43A_6=Zo}r@&c2!1H#7TYeyP5hx6_a9K*+&t4hH%w-YR#Mks^4%;PIF26LtOy8F~ymn~*I5`w(^43Gr zTcI5~ibqD8l03m=l>XC(&W5B18f{8Clzcs_>VWkOrN?KCKstaTQvZ2l7(xeYckNW%R^%>65na-QEe<~p~3{7WPo_sbBn4F$2Yt$!=OK*!o_NWcR7GJ)- zz%A8axy-O7sy2*IQ0FvkcV^fI1l|qao}XcR0(w^kpB2F z6xY^gmY4V9(|%-F5xF|of~YLM4|4H&0v%Vj8FgxN-SzB&!%sJVqzzo#kfGiq=Q7qK zBFQNU&c4)Vu}&AyGJ2+N-sJhKWjBHKH|5+;dzR~d_~vwi%O2a!ctW{SU&a4N(ZjuX zR{9t9FwltVJkopdo-7G&-*omHd2ou(k~4QTo^NyJZUx*GOXn$O^defwzqS|sffI_G zlR3%!=!2X^)i&2S-HPRT=1{fXwW4k-pG#C-{69o&aW^VP-wKcXzeincB)Tw_tQ6Yf zN2D_NdRSy_?DT^I|6%L{Z{FX$u++8{?H$eyYdz@LH|#6e+Gb^fh4xSOeU~}bG7n=L zc}9yD-79MfojCOy=g&-M^ui0e*;eT7uExzSZkFm0tv5M)b%qOmRH%h0wqm_wn#2bM zn+y-}BqHR>R1hbA72IgZ&$~LTq?yu7KJ&KT*mj?x1@lBa$LyNo;85|~!H5mV2ksm+QWnhcZ2=E-gz^{&VF=C_^~=m+j~5jCwcv(P89F=3D4V+ql!2?#NT~ zOg*QJl{)VwX#`$i@e`=|4a%WflB_C05URBeCN|D0mp z3;2B(*bK%X!GT?!$C9U^PamF`Rz!zARxV23(wl8oJ5`NDB^#kVPkkz=2s*C4E5dHo zn&i8@4?(^R=|$~r2XH~%b-*39WSx-5js)n&i?TQH3?7p(P!^praVWPYbt27zw$3r} z%?dTO!PU`x$&h=s(4uNiPk%a*4n43ttavjpoBqjxglZngS~zveSk7763dqs#*JUrS z|Kjq_ta0ib_V_7mP74$3xwNbUvVHq`dy@c=G$%k#qs?EBUnE-gF#W3TaqP8u6qZmu z9_ObSYxN(z*FFU~{F)pu_6>=N@3Otmh-a3!s7IJ?J$?&8{mpbA?{-f0Jl4a$04iGF zk2|a3-C7;eCk>_f{GxJ6r?tAYaOU%iSX0S{C8Oudy5Y-SYxdc^ulD-!Yt=&oBB6n7p@8FuEP5l#qmdn_xb_IGXpZgT=8jeraKJ$Krs-HEMSlU*eSS@ZfdpP=eD`VE=e10);?Opme=JShb zp|9rqz^+GQ>T{bhT%OM_F871987GQ`&gU12B+lm-hor__TWYQ?g`cdOXCcm^{Iu3P zWDU?!bytM?N2x9Kb{aBIp?}Qh7vaP|$BI+4S4O$=_&t|Jw^l#*gDyxOz%Qw;)O>!? zH7shoUwS-|7kC`hgm$l-zo`>a&I-=cdE@|*mDjBwWk1(^e$g_xjVRCO7l-cDn9nbg zU;nn$IiFv2#XNc6``(Io1>5tnYxB9=`yjI_oy?=5!==FQ{~2KMD~~;#0bN7XJyp6P;(odqz$L zm8Hn`!4AQz=97|C<(7AuUh0TneMf_O$IG8q1-_a*-N>`}{?r5BeW28y?bP==rIjs* zPFl)ttWU}@^ZBeKKGtqV`;T!}62842H*Ej3XC?FeclZ3@^ohm%cI?EoZglOQRQ&PI zMRE@FQvCX~-nnwqJgbC$nca4ro7BlkeR8h6zZ~DW4SlTkx(mJIzCRU}QtFD&u9`sh zFQxI?fK+hz}D^WMt|I{#{0W*UY2j~F8bH|yKDc);@j=` zwtYui_099U0T1V3KuP9~yn<_Ioe9NIxCK0+XDyCsua%?sc&5N$^K1{I<-L zn?vq~#Gr5AXTtcLX<)zJ9JbmI>3l6<#_W0OPTZyRQS6`Je-zNTQTA0QwSf<>1b?3R zI9lI{|25ar+Bah~?)rfS8sA(mrw0FYu>FZdXjFa(UiF_==NrHVEI{jFo$R9Vn{(`}>R!Nv4Ej9(ugVg@ z;bvgQ%knK)@UI0+T(L?ptnYg4Qe%6QPkX=05al@rWq2FrCqs4P*eq{yfB!ZER$r7; z80;^46fikoG(V_NH)cWkz>n|18EOLSwsF9H(v;l9-KE%GhsO{71C^Fn(Xhs}JKn@{P7o-min! zxP|p{&`b)uzBnRhv;8bh&ThN4Sc0sHYx8EAUm4sqT*~=@$b~q;?Sd&K%U9(>OZ; z4{%DiG-J0~3u)yB9%}X>sU*){N*6!^Bc0$dkIVSaOFcbKyFi-{4!>iD?2YH4)tN7D z2A)5NRWhr;#O%;v;A^Mjuk7RcdwufdTaLtYLnFb9&MZa)nsCR@illPue~l_PAC^|S z{jKilgMugUP2j3~*0__rf5)I{bUkpYu2jXE&&3bCHD7-ocqAPz|Kqi}9d%u($wrMr zIKrvJ%4GdhZDYELbL&|xypXxO;uG9na!8-nlqYG>jwAm7_@HyUIy(y@VQzE!JR<8^!e;63ajEAd?p)aA)!_C>_ zJAvsNYyTF1dFNVUyuQEq?BnQ*no!i(;#p(?pU~!$MVtREUf+qG_#g58oAS-o(yw~A zf6X^)??*pix8%H`|FG;kb3<=uCuCi~=g|7$e0;~JKJ!T{@kww`^2=I;D5<;GvRN?OtbI4us;=`zcYtdcn5veW4ELQ(P)3wKJ`nCOXYUOv`|I^=g zTQ7TmyxykQGyU!C&jYva29?kLyxE^O`}3@CSgW1=dGH6kRkJ@&R@&^(dq4eow?qFy zZ#q@Qrv4VuE^cU8c8f!O2Lzh0HCX@mCnxI*TwhpF_rhk}jXBDvh4q2{FJD+zVt){y z+PiJrlRIqt?XYC}{=TF54{JZcaeRZa#^jNwGClt1PhxG@Ijq*6`5(iJhz|@{b*rd% zp+)v6dN+0%S!TZV82ii`_K>&9o+i9Z%j%vl``-8_{oh#F{onN~P(cJ6dfYd^%)cN# zULLveh>~nzaMU&PYulPR$j+`U{q@*+`C4sV4`smAF_I4owB?fr4$Cdc&q9vv#15Ye zKA>H|%4e4B9Uco=`OGV$(e#bwsT$gXxc;sJ&;3{{5eFdfRq=nYhhFG1c3 ztq{M*$whDQ04<-Zd`j}l$-{u>YpeJ%6n$ieu*u>Tm61Dn;T9( zWpme-^if}%y1G_3zF)FXWKq_BU_3}*wPFUsBk>I|3;z%hRg4_$QVXgM%hyG`El&ah zW6_Yc&|4t^J_-*U9&2K0_|kL(HTwl0g7a&fwyL9hFtu)l9|6BAoEOg;_oT?zL;MOn z{5t+pqpj@+PdT0|#=v`<*$a$|M@wfWzAo$B3>f{b$kkhm|Mz3m-SP?dSLoH%_)a+s zyCXgKbN||?N$WRmA>7XfXjf#&?1q%pngl<5gv0Z>9V>+@YyP;#?%8hFjn zmrdcV$CnEJ_I>K66;Zx+oc^Ii`Pu1>NWOi4Empu?b+Z?;=pgp)%NSqr{`$TxMgO{9 zbB%!i>Y(hMq6lLnOY4P8ft$vV&Bgri*HQNn9(-l(SBqVRPFSg8e0apC=jk(CL-*(a z(f#6?gl6QaeNylVU1THHEj}w)LP1p7(VnnE$(DX>!am=jJpw~m*>^z?MCZU0^G8#I zYWZLpFhl8vc-s8KoMkt7buXeP`e9Gm1I5~(1tg(luuoAJ+QBEicE5n8!!H2ZzQ zP%8hR^XmkVK08-FG4>&1M!7|W@9^w{UFfK)BSe2hrGO!KnShZQ5B`18JJ2;0 z&3YWO_t|XSkj0biKhY!iK6I;*xYmp4pZpADuwur*M16oYNPA?qs{D#SOXfI&XI#r? zB*T)gBg=9&U^j6o$3VzFqF+^vXI9{^a#5Izv7FDra#JEu0l#T`G4|nC@qZalS4I+C zp_ZWV_eTL`-6g|!8CjgF${=b)Lj6AWj$J^`!9u%L`El?@ z=^KeR!a#BVJ{IU(^Z7bXn$&=H0BsJ@AQ032j;^%*QM6_jTOlQht|H;UA}B<-zgcA5 z(}0j-SQi(xL3=QTozVPs`OM2(ltmTQN7D zFc(Jh!vB?lht>tnvm3GZM3`X2l#1JXcsDhu8BPY3+eNwK<`YV4`CJ3|o71IOu79czx z&Qw#?>_M142*|71gYZl8AXpzjnyuogfh!%&<8U>efE!vzLBl#7)+W43XC5xbtD09! zkCKlC34u;H&hy0S(0uwMsgm=RG8WmijEQeu|22nmF^lEn_u(YIIXo`s0~upG>^J?_ zOt!=K#QUAaTy~1a>Aq_})Ku@}!D$8Ro%4wrMP37LT-AH6bbA5q?XuDul7elk)%K-; zEEi`yt|G081-5#wB%!oR^g78I@B$fxCM>zF*Va~$Lz4L)7Hze!J*1X0>}?<`)I959 zjN*F)&<+_L+ydV?L!P;{NO47gm~nkWL*BZJBu=dD$K2TgddBW0BX-!jsx@vb@;621 z?iKmV+GS%nBVYQGe6oyh%(1S3-*zY;1btANu67)2fHeXcBt1HYzS#^9;i;0z$9LrH z-&p9|UxpW1Iiugk9Dj(p9>iZ-+e3ku;+PoB{w}H9J{9P>9B*pP^Ory*#Gu{nO$p zf~LR&yheQ-ms~(z==@phoiOC4Jej}|=y;t(fPes}ro`jLeOL{%XMV^6d&6r_r2Bx= za;F(EFg1A8!@N! zsMNDhe+$r;_o?oI_4DiyU$K{@@7icC9W(jd7q3ev~Cl&eppcVc2<;z%%`%6?nVyWk?Y3E!ZM_9_hF5&Oz6d7t10qTnga+UmrO*r}UkE_DP`_`ojYP7_}urYiZJyIseu zyhC0$Q4QiMi~`@h8#7icbXY%RO{UW2vO1;k6kY+}mY)gY+I8VC`{N!9~c8xH02qQ(kj40ZNqG*jwmzKR7bRxY*lsV3;lVVyfFS&~@3Xfb>I%RL;GNzT* z-eYm~@z{-QLC0qV^Xa%AoR#VVuR^{)D0=`zQnqdf{#;wcW9}4Q=a>N+nq(asZdZ~H z!72F`>&TP)qNX98rH!Sv@tL*{&kEkpo=a1#*H+K|YBT<)v3D7i1IJM7S|j*+`4 ztOk1>yF+i2t^+U598ImXr3El2qa?~=%eWq~5+ZxKPY)s!Nci9}ZY)N?Cg^^Lg^}Yw zh~2Dfp zo-F>vywDEEBa2;}Tn6RDS;1Sj3iOV~thGVScmmMTQ@1=HuluVpU*doAb7WX8QHZZH z2Ky>a@^;x@pnz5cWwPt&n461OtZ=a#fgR!z&Sx`D)VdGQ&5SmrjA42?UL!T614!0m zjc9&?j!tmq-Vyykhj|_6B=@7`LD7>P0r)V!RlE&-TlyTFm=)4*t>_(8lV+b5uUcqLTw@IEG$uD_$2ecLEwFlS8;L6wL-UXsXW26=(1a-exBg;@au4)8!t6*`XEJRh!V@ zv|nx9P&iWOA>0UV0LMXE(g#?6GqB}G*?lxe?UuQStW_fYRHlFf_MrkU@5V1wrQ9)R z7pv#wU8z^f;si6nP_NCo2)3N?)QJOwYcOp*Z!_kMR-oEx zf+F)w-}!QyLUt!*9`(tij|m08-I#td$3*72qVG{xdh}=CW?auXA-wvye)erR5xLD^ zapJ6~R=zg*kfg^`Rl-yx{*)Zmm@I3+l6@I<)Y2q9RGAH6+&1qO^+>AA4=9T7@>j6N z5^G#5f)cYYd$7@2_6nVG_C&t*+BYei6q(b_(XhM*e$v13@-RbWo%!n4Xl93`AJQ`Q z1+OA?ns%+J_4ix8>QO(MHuKgF%lE`SZ$(S09!UnMPiq|QjwUA>^NuUi#(G>Y){_ zrmKi6mV zsyx5MEF2BMqYHfFp*epLCpq;Jy_&Py!7x`294$v}_73c*?<*^cY3fo$mC6|b+>DkzvQ z(+`#eePBC!SJD$QrcDSUw+ha{>Cxt8o8rZ8{dM-OYj?%T6NYt;Luw85l9-oL9~@Ec z%PLaG@e{b0;fa(31ISr^UgoNbak?onttw!HHiKVMFlKhy5536VM?+$bpA_8tDqbn( zP5#;~DqOC`0&!KG4TO@=25@bFSo$Y?p{Vc_g`?Ui;CYhs++% znK{46S~q7lC- zbAkT=M>O}0tBbbab?jKH-M5-1bT*EghGQN!XIHTj zzlr&Q2af9Evz1j{a|Bj~Uhb$}?rt6X>|+=7<<+Z)q1+R}oSG@C!8pV>Dva?L{aK=d)?sWI$_<2`7n-glcgZ+e;Mn&8Y`o!HEx0Z z#go!($i~i`25^OM!LF~P4@UP{U{;`cP~9S<@mW{nQsJ|Ty^pm~z1lyl{W1FG9)SJ0 z^I)v4`ujfS{e857dRQf669ZO7Uh7H9n($n}{u}X3#*uy>d1Azo(3GgNdZAQ1P+du% zTKOfN-(z2E|HnZ&*{3QURLN`Odq68AV%=}Y>N2m#{{11e(Fd_Vb+k~spp$*Zd$PK2 z7p%J%Z4ct-Br6@`OL!ibfph|!RL5NN=+=2A7l;bH^%J%3m$*f(f%cEAjb@1@m0@(f_+Ob%7i74d)n_Op11K^kFu5u^G4dhHSd?T)*7|2MiSckWy+(j z?u+CiSD5w6R@r7NYPn~<#2h!PL7?LxK^2WT>Drzt3A9>jspy`aq?z{B zP{ok8erNkG+qa+BwLf&n&0avRt=vgXk9@vt$KPSC_)PxrYiwZTBQ`J?g6<;?mzws&&*V)!W8d@nbkDBu+3%tKrhS*KSL=Q3 z>G72R~0|O`W4^l+TOC9-X@o6I%^608`=6x)Mnrl zH-mm6F<*Xsog<9A!wKbo${u8^r{&MS3J@ z(LYZ}J`wV58b_8pLbZ4_Uq1M|?eVH3Br}xf;QpfWq<uWrUG=NxlV?w3{1(B6Bb*<6hPIVwrn%>n4cX{uhpT#Z0+G_(d)-IBZ>iz`7_ zb2S3zauU0M|KO{W$4)V?He&=W$XIDjajr&SPlzFt9;)ss1iT(+g6rWo0@kfY-`1gQ zbz30sD6u^0^0VhT$nID}5n-Kp*eiNEmWlHeu%_|V%9Ey<`RowZ0hah&jli6`&h)Ik z6Q+pnS(G-W(WfBA=CCH_Y6P+&=V}D?DXoki;t9i|CX)b;FjphUGwSI_%=78uclLGE zXDIsIH9a+RH3DvQY%LP$QsbD22S#$Krr;ro<&3Dg8iD<$mK(LCMH-+b+zNUh_pCZI z3SS%A#9WP_&bSpOn$oeX;hAtye0lZxbNT)?AIi@f^-=%jT61N}L3r!CZ~NlDumHc5U+^i?7vHmH&nhhO;q4(QL4P zu0~MTGmyr#8}LFKovRTbDX8#)?A{MdQk{_Wx|5HKJRzR~&riQL2v3^2>l1#{Px_4g z(Z}?YIc9xwWqQ>9N{{~R+l=cu=W16U*Uuh3>jIl#u0|mFjBir${JjN6gX5fHue0&x z>jcZ^Y6RrzxrUT$waQvT-$9l;r&8X^Znc!T8o_^BoD`_fiOtmrkRxb`I{7+Yw_&bE zKsML-iB@uxt_B>*3BY0$Mb6a-rmKWFdWFv+wVb&c0kD{>5e!%7m)>wIC=H+BT#aC^ zMu5#TS0hk{>s*asW9@omBI93t9(XZVBS62aPmSUMBv*T`MlgN@%$ahg-{&dw4C*Iw z7LwDKr{bK|-Kai$J$xXeB5~& z_DsOgxo%UHmohVh_)n|3If6+pbJy!j#Br{Xjc?~DB)?6O1#p(CSI#O_ zjWL}!#nLh+qh;oq(7GxOCryb5wvh^J&UKZDJfmvd{xNH0qb*D7tw+WVu@+Tf;U2;9 zy86DAi)uZ}UQr)gv1YIFr>+!aXm%?DF<+g8(D`Pcj(~goI8`xEx@yozG4mH|e=hsQ z>b{EDBDF-&=gCxm6?1mY$0@-C!+@Nc|F7(5+a7w&{A8%8F6e9OqfU zlWtB7pL+LFJ2;tFrxrMzGd4b9_etZHova#`$WGxF)$FNqOSR{$F`!z^tAmaD;Z2$I|~ZfKqgA2G6AngI7Q9BroLe^KcPy#UV0 zOsV872z8;tsJpQe>Uu203jFAALNCw_=X;^?|30{nU=5Bi=8%Vw$g@{x454m!(d z*Swj2@B+9t(0De9c4c{Qs`x`5SZZkILQqV~qM`Xn@0T}1J;?G>T?_m>sS7Rd4ey3( zC-dZZPw>X|h@8k%z8gEqF1`uQ43@W%3Z14xmz36N9F`TjU!aM$h@A#pSy9^qV@Vq) zW&##D3L-nL+xG|29&M2ExHE_9m;9VmHQ;XF)Q7kh(D+l4y3(A#j1>{9plUAo%V`{_ z2Ylpn?ga;9`IaZZBeF$QIrv8T>@SP9WFvhS->IfCE0KnF+$zHt%ji#|@~>_UXI`!x zy&k)toOfBJ;kIp^(LtZsW?h)2bwyQEpQ@qtXGPmr)oRxa_J3-0*IcK@3sLx1z#7>A z1;Jn7R^Y>KU;?-WJ}3tap8Y&{Z9Ut~Xm=|t4tNI@@1Q*_CF88JHR}=5Zc3h<8p(d_ z8za71*d-66r?!Gv_l!ZxIJ8MuuQ%7Vya8iUDzJisSmV`LVar$73)NBKJn2k30^WTW ze3QF!sqfl;e=hV@T0pZreXY!!o8@_0mCfs?hrZ7|?pu$nPh>!TP^ zJngTGG4tk_}NfK~1@yI?q>RFH(B|BPJ%BW;t8z1YL+=*|%cK8Tc#^BGZzzS*7 z$iVaqux>@mXv-QHN3|eiBaeO*$P?!A!JyRo*XF9Vpz15#@laK>xI%! z`faA~->5Y>G-zrgBkAewKSJVu7{9OM)raw(`*zUwuz-FY8uOXZl`a=6mQi!g55faR zP1jGNCp_}q)mp+RDll6Jt6K=jZ&|OW05E6xeOWyeLFOtt?vU=A{@>-AEvx>ibz3ak{?F>VZEBDC%6fPAKfV^Iy4GXi@zN~w z`RP}+?pnXjr=SDu-toIjm<9Np{&B?|?#453!UB3&ZoPdSJPkV%TN*A!RA47~+NFZS z*c*I$CO$bE|Ec`KT}IfVcy8<~>Ej{v^QPRUqqFxsdeNCSY`cH==Me^!fW8JPSJO+>q4v^oQF!(qvr-cUpBXMVJ}=PbCZV4 z-YW{>zPdBpiWZU@jGA-PlbVU=>-!+$2HFOJ}29yVKxv7v}`2?&^g5?bBBRhtC%{nHp*+5ot;48iRRv9550H ziRKfE_?*#kHe&_3C-1298CD&id%nP_?)c2~v*1|;4^ zq8@O3UeQ8+Lse@vY@`?L#kbP+eS2xza5vXJE>dSNu=rZ+I=HRZqSw8k4L+yG`!Ofo z3QF#XpM$Gk3pnXnz2dL<`d+*`xA>kua^zbfFWtvZX`!*znznait!=cKn}PR&(_M>M zsWq=1zq(X?&TC;WGdNpX87emdO9Z_k$%$7{dKO;6-4P3nZ4r9o*)_?F`Wfz%0g3Yci>8)jQ2~YL!_b^MDi((pcZeC)~aQ zu47#)&Y<-H6;602RS+%X9nXM?^a2f_XV;ori(`CS}OXF}8>1ymh5$~7fukCH{2#kQokkbs6!*~1?`#RJwe67un-i(&S z#(+)>HIM&s;K{A{*4)L|1x(3!6|S^v;s$kmL1+eV$F(=kiY45_n^xZzZVn`BK_7e^PeTjpiNEdxOz+mq;d{JSL>IqW(C#g zZ&H%vXaDAM#dC&d!q}`BY1@x*GH-oLuj1|EP@*`bj%jb$ZX@S}wE#z|D$BzGG@!Zh zT~Upalid|?YX}N_?){QKLLA-v;wbyXTK}wB#}dyPmJZliy79-{4jsZ4kU2E1Y%fZWB(K3z$hrl5&b`sfSWwCvNxE1o(px)>`+ zS#~B*Dx?8IJ- zV{P|0hpk!3>-e_ar(02*;C^JNb#qvOr1Frsx!&_ zx$7oj>s=25OWs7UEu6G_pT%>c3wus-CVYd|^L31spH627o-KH?8&AG$uv|TmNB?=* z7x199Uo}2hCM?G~5)Q1o&eTNR2Uv(t0GyMZu6NpLaFX2?G>2w$CLpdK@@TMd%3Pjp?0g9-!(59Q+vdkU?D{kXYyNVwbT5AL z6JBK$E?>17Z|%FWR&`_#$PpK6f1sqj#UA0CLi#$Ym%Y~g9Ot!n8-27MmHhasM-}F%g7p7d$LQ;fb5ue4^hQMW=BNT% zBeusJRj6Z`{ z=9UNXmlIXM!%*wH_PI?*4yNJ`t3(yp6~`;&aXd;);bKUPj3_)gQY>LOlE7T>TI1Dx zT>M&BV}|$x@hvJwmU(|ju8dmnE~~lWCB!f1hyl@~j9SS5`%}gXPDLKjRK$QN%~Zrd zKGz%JVRY0$=VS3QDwEtz9gMx^2R(TL=qZ3N;}@dUq33<3-#`k-1d8U6YuxZ79p9hge~ z5%KE!c2VL8#7~5;e3x-Bav7-^Neevra6uws;(K7?yNi1$Kb#8Z#HIMj*vF3%k2rN0 z!>BWOi2!W|92H}2GkqOd0z!^MaqcJgqCTPH)@Zu^J@={+J z8Zr6CaD*k}9r?;}sP6yOqA7|~DYB7$9w&lQKRXsp(YY-CDxzUIO#K+DQgDXwP01Ai za%5iY#;4-rq7Bt}B>&fX<-f%qDmRsAI8W##A`xApX3igHe-w#>Qd(Mix`-9hE0p*= zD2sik2aUsi^AtG7+@Lk$%+Q!Cw?f_UByI)KsVXQp^CXRX^h%Tz4}|CzoTcu^_3-Es z=|YF$uSdyq5RA`^$Yu~0(hKy@H#f_F-alXaFB^Q4wUwZavunSK&&Wk!UeXr$PmDV6 znFT|cqcm-u_Mlz|x*0HF&c;!*=T8%27fFtCLIzG$#=$qKOGJaT*=Fiy+o`tT-PsuDLBF8`i zu1$23H4=%}PO5Sg^OLVhQE+zPLi~*HLB?j8AtzuQOGi7Fk3v!G+*jtuIWT&4WEZXK zg$rk8PWD~%%+tsvV>TKe< z1+E--RA}k%hZ*Ac$}WOKU>e*5IEqUoEsL(4m8@3dlqIVMED^RsBi?^6tJd+9s8l;>*ur~wUfKsObhZRZ^+~KiwT#Js8|K}N@h~uj*}aLmnWHSD zW%5~6VXconNzbOp)u_%?0j>&%lW$COqfZM|MKynqT_n=rdy$7|NL-`EGjXlFuTgMT zOLmzVunS%45+^ZlyB&Er*P|6xoRBgvcLbe+_gu^ZFSz@Vrqbca85f%?bhzFkcNng!!jS5MLq zT?0*$Gs(Y-|HE39d9ok^o$nRumHwjhGy6f4t#to5c&4g@vnFLM?}SFkILXb#^Y6q; zQ&X7g3;innMp_Ru@=7>8gcgJrz__(!nc_R1(GW*mu2mpq1f5}>!Ru!fPW=LNTej9< zX~S$C(?er0Hr9Nx<;><`;y~E6+b1OdYfd>ernL^A{yv_rBMttOz@{H!_3STr3}zv> ztPM!=m>LoWsbwKcYG`|Z{Y-K|@=@;g7;3zQA2ArkB+my!SLFnqxa&BwJ$*u2x-{r2VkK%CVS0l zh5cGT?Z>$zPe}7d2SIBduUDNIZOW(Leng}8a4HIAxI0W0#fZUkj;z6X7d z`>((iW#m}5?MiZ;f3m%kkp=NR;gbIH-J7B>fi1~rjb$~TYwI=hynLtdbe)u-59FFS zFn_zUg3s7J``2XmYaRHiPQqmdYhrpzfg$PvCRd{$`Ro1? z`yp?3D}U98d`sxbDT~b2d|D`Be{>9J_gA$&@EZ!UeVmY|tKIQ$1J3NY`Bqob<{k;A zs<(mOFBkw1Xea$q)V;z-@JY1b+ubrBje2w8>0su4-Y;#%5CSKZZ*X+(SMxaL?RqQT zTeOWS3x?f9DlYRgwN}*-Uu1M^{=*(8=8C7E84*=MvJ2MftD=n{Xnt`!D3fYJwN7s? zIP7h*1|q-h`Pe0TZGBFzSyua;;E~*s!Ctb<)=U&LI*w+tAFz@4n%D9zJh~Qx_Hj4-9b1vJaCd<*dSBnI^ta}F-Mh3E?eq2}w~(LnZrJzg zQSU7U^f}LoZ?rzfA#R-da9@I~qRFgg56e41tr=6yQ1qkgRbAcpfG*-nI4wP%3%!pq zYkE8z`*6OZNBAsfR};gQDTo&YChNGiPS}QGAbI2JG-&NjI(M`*oQ))gGm# z*RYr0f_Q>vVIEL>X~8kek>nZdkz#V(}61{RQ|Z&89O zbg}Qtd64kqPU!R33#A&$;1UsZaKFpHn2qGMtP;fse^|^xJ_Y7yxDQ*n=1WgP{;6Ui zD-^{i^?_5lGWYn;8@2rZuN&|lxQ!sIh|QVU&A-O8d`FZ~*qL5MMX;zVO=b}^1pH*# zf`hW4wYFzL1FTE@58V{Z;f@{p2SP0t3y)X@`#8jv1$VD!nEwM0tgqdeAHE1+imnA7 zqfJV-2qPE?43q?hKZ@IH@7mG+dBba`y6U&VH^4@%O0XmkNi{6%SRArQdOT7vEl@0B z(O${`Nef~5ur6PF%j=vj>>H>>K4^LLoYTcBtz+ZuM$ZwJ%Qq}Oop=O%Sv!$7y`~4& z(e5{Nrd*BOd1QjHPZSJx@m^d+UItsrj?}XQ!W+#}(p$8;2yViUJacZEyEfc*zr7ifSZV~Aw$8ylqPszk$3b79Vos) zZe_-AgemZW-SVtPQXkS4fWA1KbULgGs$+R3(q|amyC7Z2b-7GeeeVI#_$qpXxAMAg zi=}>{d4U7)9q7Z7T$(I9*PU;2d07QKXU#=(MW$)y@+{B;S`Iu*Rl|gBFUtIk9jn8& zmNeo_;)do*;sKH?irPJo6|(QSSM1Fv@rh&T%rEt9bOYYG5*HB4b+_vowt)A`n(JK7 zYw-y(2hD-LCF!rlEAdq_jPt%;Xo=i&<*|dUH%d!9*H{r?m~sc1xSZt*g4OpvE1 zX(+&twXt_KjYE&LpmrbfPO@M6h~}&(sXeU-2lymj%?gwiT#vyV;MerVcxX4k7%D*b zPu^j=xEY!U^n)y{;m_KPw~yl+&62(>E3`_qE5)Z@7hGo#z=4|gN%p=94F^4!8hxx0 zO@sGPhN&|lmvpMRwfLA^!x}4`!RyeO18PEguHfiatWo!uh-#jd_34HmOMh%dS-8R_ zIFwhj7td#YdfhX-lzHk&y)AZ2XMk%66SOWvk*A<)TD>ZI&5%?@GXfIU5oNWpckV|P zw6eEEouUJJmnH0(*O=(1={tKDr{)e9tTApj5UwH5xX()2(8M8}!=Ky^JOA$m3#=d2 z?W7&hKc6N{vVUuXi3hbVS>s_Ba?;AczfWU^nsa7Vc%@H+OK}_2UbF!3vHjU?Rz>gH z9VispgR*MnZ{a*YwI*Iyb>6*d+ZbW=Y+& z<{dYTiFZ&R->d8Uclvj-Ns_QPE(3h){ew^q9m+{gWm)W^C?n>XnF3-skx*;A%WpBlI*%NMg z%{^w%8BaLWwL-1W!5xHWw1lU1$L-G%zBFVzYKFD-Ftrn>V=VG_fR{#vo;-eQ2c<0z z)^y{`imf8Am^)lfcNTahL*9~M+-M=c8$IzX{K@dr_`n1z%82&R7(-ApHy)4rvp&h$ z7B|TOzZ2g;8{+Pw64NwXoKK9KUcI$zpwnvCV6@@g=9bsFP+mFvRa@QSY~U-j{85a) z?A~2bWZrOLUDb5!8MkLT3^8FT7=^S2>t$i*sTJW*M%Ue+^8rlxj`E9d%0obJo<~~n zeJo)%Hv^9BlC(?UlDc?b@6LYVHuAxNXUINFf3y=(F4B95qYL_A26R4@ql@eUGrBno zn?+v{W-to<3samUEs4>$#M1)__ZP?O!W10B3b(W*R_khj_N2)w)~evT&~{1!_jo5p z07H=+@Lsqnt9I_$^bIDQhDCQ^b?|BQchTyTqKyDy;W|7K9?M@*ka)QK@9c=Q0d~5z z^PviQ1@kweSJw4?S@}QWsuh=46w5ji^zu#oNKQf*P$P5#G}V^#pSuA&DEUoj@4C~{ zmN3@0I2xz0uEx`2mih;!A1osxkyH!CY9FeXEn9&$ry@T5B4#3gD%ua4knlwKX**iH zSEn%h5?!%#$*-&~kyzcz5uy-XIbvx`Bu%Xq=S6?U3!ym2nUecJJXSSG=R0We?*pTg zxPumaxE@Xzg}Tice@`2ch#~T}rky2Q&uc6BI_hbL1v`-n!*_JcEqeGkpzB|#@+%yV%&@x?N3-$LMf@+W{WD|!_5 zkAW&$o1V^ln5mGV`9jTshQyN+4O4`@xr@io99&&m$@s;$r6z8h=R)^^y5Ibm@R*XKsMXFv6m!=KhI z>ety?cO;00@QUokUL#M@B2}N8F<1X_CgIrsPXe1V->}y^Xi1zge{h z+JQr0D!P`mTAxvP9IKgIpf?~nps7{hF=ti5IpL*vb+M~tt@G)eRrPhDH7s~>cw~z+ zG2~T9Z>+3Nq{f_8rN}6`Za@j1Wo>27s!FW_4vxJ{bV)WrdVl7usyVAFbylcInfr5A zmA!j&Ru%SEH{LU6Rq3p_eZ;orc6ej@<>`~Zkf-?+kBxGt=d3Du z`L+WtSSR@9_=If3Ijaf`v;8|~Rn1vd(z%u4g3V8i@(w--2p{tDM{%#f(- ztyr;q^U`|zvCsXGQPS@Y7CJR?*S1oh@QvySs*IpKapFltnALOE*7WJNIv)#r#!+4J z0ptyrM}}|Mo9=m4=M{=Wg7MD3Gp`(aYB(an&Pz5EuTZwpeykI1pY_)Hddx~EB^2dV zoH@@hs~@dMwgP7@TrXU6bR-+UtaWF_keM@b5ZwU(Hl77MyUH_C-`XW*?h9^2Z!^a< zA<|t}W*8AGb_QbZeK%Ia{D$l$=Y%pJGKZD7jnvv)$SuJcs|njokn%|!vc(M#&5#@c ztTLT;^3EzE>3z|8b!V&o|LmPxj}=Fj?|H5BIxo}Gj8sDEwTNl<0&7>2q3hajAl#^TAcljcEy8ddJ) z%|KDPJm3VdIw(yLSpqk}C%S{N*WX0eoN@!GBcu9;T{2GcZs8)jm`|S24w|xng7S9Q z;jH~IE-QkpzG}*Lgsu|qzHdm4%oII_IcvR!0J$0S@Shs#A->Zo$~k%9=gk<|SP9jT zcY*Jl{nx6YG$?OuZ-FIP;hx#1{Wj-^${J>q_3ENnWu-Dl)vbtXiO6WZW6)^#Jb5Gd z(BiY9<2?e}dZVI1$`kr(zlsa)CJ%`yM_nrf0p`IPd53e0>O2(2OFSIHgiP5n=ndBg zuJ!X2Wf?bTC-N_eV$9v3NUksnvw?<8v8$2A4~8O@RA)=2*X=^*%I(76 zP{(t=i0?T@!Y?sT@zn9Be~3AdaR=Yftd*^92wB<#LAXoy3v8)kD^45U4vmA1HDfNF znuLjY4Z3kYyhjwjYGu)l0y$Niy}kV56F%nXK+^Ieo%$_{iXcn$y zL0a?eUG`)rMWfNtl}Y-gsah0+CR1lEi?i3dCiW|LypPqv2_x_yIsER{24{Zh;w(Y3 zEXldtdMPX3j`|HnhooUjD?1<9XDNm3r2;s0M5O++;=@ht{A}dbq7}3`-qa$ozsUOf zBvIsmDmOj}h%hp`Igw7X&M(ARr(S06PE{N55#VziRU2eLPjwqp-3ApHUj;54u5P2& zK35{sPP#Gj8~yySH5-dH^&x+eu8f6b&z@vyYdK>3$j9qSe|VTIQLIFBDOpc&awHyvF`7?-;9i@EMxNRq;?)Kg_Fn;C*L{6m~TM{LoeyFr%IokEiith;#S} z1Y_CsXnJ_$xQ2zUJPh}uu`O?X5S=com1Ucc`3o`&jjk_HYucb|p)s9{H_0P(CO+}| z{Zgw%MOgN_r3>_!T+Rw&=tka0&)6%L*Hx6{YOA_KpKNLQLlP!!b*SM%Mjcjp+TZ9H znm?yUY5rKhypJBAKb_Dy3Rea?#o5?FbO!cOf7KV;kUkrpcvb$4?J>SU^cQ;|@a5s} zk*AKGV9wly2LgYYYUD+A)XlW}YiQvefUDYbXWJMb8(KVhAvzILwSrtvXtdo&MbTsP z60f1Q%KcpMKlVGf++2DXnF`t+OzaUp$gg315O$2ORX#;g3Z9D0^5=ebOY3*%)^=^| zLOVLOhxVKUOZZssuxCHfFnDFGd|PQ4Yr*t-q1(yi$8U~S)u~@L50S7pORbtsPp=85 z3FqGhoIiWwQju45a|E-D|8y(R-lBP;d2I#0J+7!Y`FYCOaoq!oc@o+|E2I3TeA@Eu zb!sL58Y^;b^t-E-r1oqb`RIR7Mr;5*3a_6%h3uIk3S<6%OI*6?C@uy^T?=gmT+&If z_}Tghb^6{MkFI;685?*nnoQzL#)^?G;F#lxX>U0`DcO$XNo{C;-^lbf;S)#40v1^( z=+!E&g(gAV=~1klxRQI*NTaL0u50ld=Uz%jV%F%CJohvz;qOK~MsaQFzrTb&c`J58 z-RrDRsBa*vVL!P4LC_a|GV-e1K7u+y>sHaZO>?KtZQ}^k~O*!FxsTpOt;({914UAL5-t2UteX!N$sAAxLy9)pU)|KH{O#cx-JQV(&SUtUIhJBfd z$&7iqQWoe`3U*oC&~`ldO_ygd2dN}U!Fz4V)qcbDP(fjgrJM|Kj`xEnvV)x$0A^)> zayo*NwII!DlA!kUncGYfR66D)LFE_3moiCEPH)0DBG1z#K^No1Bth}s{uU(Y7a?(x z!el$jXN{dBJH~n(Tm)STeI5ye&aG?cK$78T(bg!@i}*(T`f0K3qywToNI#GkLG0hU zG#Uf;CSDK4572HswyaNKB^r^nT6AV<_2>=sc4n679@aklj7jNl_PwMx?ci@fL&5q& zcfyt(n?DwC##*>f_OjPyNCPouu30NfqRyBF>d(S9MuVeHs^7EpE7iLoc#iL!_JPj) zhI#I#ASg)LXLNA*Xr*J&(JHQnE+>r2s)M%5f*CL?v`}f2+IO%EeO0Tj<27K8tQMfI z{Anh>_ux>xX2zms1tyKot-o^Z}K^f=W|I5**3 zE1`x|IPp1T7CxC;>K{L!Bd!6DmgfL3E?klRobsKMm2oX}tQ*mtbf;vc;3?qD2YJbM z<8HWc`f*oI{5iNcS%uueD9Sv+e}t})&*H^vpFI_KV*@Z=+w=2QfdtZ5J%8~KyXP-{ zuloB+=s{Gv%=a0s#F}cK7c`mPF=swo^O0m#bl<)eXKEmuQwwq>^jh&Xab}EkGGa^Q zV(O&TFbqEzK0t77C4Q^@jPgK}qtp8unZ?08 zg*-9alZR)Kp4E#wE!UnmddyOP%87C0i$NV|OV7&{`LDTL38ztZE*H9gbWh(6n7PZZ z`ui&9El15y^@!tF>pSYt~C z_RN%pg(fvgP`bC5hP>QKzEccY)hSa9*>UT4D~6mA+x+Bc zb^n*nCyV37iq^iFc(J;(jGxjwKWcn@zq%5aydmTb^@>mSWe+(x)V-=MsXh}`-NeZP zp)V=jIb7%V#}h=w$@7%7Ci8-P9pxpfUWyUPh^RAs>O5)tWj!adFq9enApR=LmEY<- z>0T?)udGJ89BUXD}(h!aZ1(SE9_N+u>p6 zO@LY^ZxM&pr>%`R*di~uWcm%Uq$*?~8P8t{4;6|LOi%;-8#rtYMN zo>%|I`1tb$W#dWSL9R{a@ZjGh8;|$p3aLK?N1sO)+36E6%C3>a>^-mR!rPhG`TFFq zyO$F6xvU2MqYkmIAJ4f8D;L#?5356o>yeSPQJ_d4upulr;tusX--ub&z0~iP9n2UA zky2(#=GJOpkRl||GMR7qXiV46U^*H7qv+7|ApV|=XIcpBEK=oLF;jNJoz+G2>KDzp z)KAjUi;PA`WU}f~ez(jZ7euK6;Ga%SF(n_aA1_afBd}^`T`^0okIGC%j(&(tF~Lz3 zAg#0Q`s=P$@Tr!wu@dD#$}?tcRn8VGCMuPj!M%oz&B|?HHd*V>EbH7vV^_Y8hduLZg5ndr(*}f`N z$`0QzQB&8YCO1K@L(&(Y`Is~WI?IWr*lR1 zZu14WW1UG3_Y&-oMo2dDWT7+Y(2y`a3!7@G0(FsXtWJDj+&3{pQK_GHk2}$yDBL6Y zx3eV=nw8RpP?BeueXV_xzU93We_&neV8LoqXMt0*8ZrssWx{qS3>i<4yv!9wqe5Tg zm-f^|Fo|4XBok|Nr`z#tojaimFw&zk3c8APm@)40;(#)-UyGz-zZR~JujOv6AlD)u zLl3_BvR-kJzK06bG~V+hu@ir=>cRd`$#kQuzOhMHc1pF_@%KJa*7_&Gx6$~vV;+xV z4}S?MaPgQpIaCH7-HnmaKlzTV()XYCIXHbG)Q#WS_|h7!l~Dhvvj~tm^=S~YX4pq$ z-CB`(mWGC*q#u=?l8@jx`5~5;Xq{w~|5D~AE`g1ZyI{&4kV&2TYGA>q zA&IZW)8n3kR__72^L+!%mj66k>w;sJllcr>9D1c<%XSrG46R=61NT5-e1p=VBWRf& zMEcqy0P`6U2}WhPcz|pt;|cJ79KT_w(tifcthSzoAJ%i|xdUZbV?(m=cI$?frKfiZPb64txUY zb+@=znsCGrHf?8jWogeH7iyQ%vc9=QpalE&{l8O zTv1%0-Y1~KUcyo3HvxO38A`8(ju;haL7U>^^0{4(=UONaxtjObTKe!r?PXLxhQ_cyrfC|XFT;u{P&m80l`Bs;-BI_^c&zO zO~xENF^A{iZ@^PH3r&G5;%=Uw=u+NM-ks9Cr_CXrCU&>}63c>~?@I0>UB+jIG<#C4 zCe{fL_AKXdeEo)G!b&$zEdts@+JL2uw} zVz8*CUo$k7c;_9{D%09SqlVilUW0rAJLEHmtDq}5CIf!liullO!2$DPjW~b)?I<}b zsAjm2iV%)@8i1c8Al5p2iL+Wdmky=8><4&=r0D(lyAi8rZ|(+9rt?7Zk88zB754

%m2# zkGis(c^kgwp3txNj(5%Hr1}Bm7wGUL@E%q;a zQEkK>cOrVJ^JVDO@Yk1m^Ob>Q%30urRFo1rF?IB@BA^dE|0~`JHKkk=wc5&342L<3 zZzBQN4asHJ%=2gif`DS#@@kqhN-i>@dQUK~>~iao;HNtGgO!6}Tji~_3{HMDYc|98 z;|~VfdJi}v540hZTsqGy(Yl7-=vHU77M8QB{rZvx=8Jt?3OiIe0q(h5-?58Y!$3&4WWi5~I=76*44LcamD0WCq zb6(x;fa=rWL*7GdN%UFf>M;|7J)Feht=$0!QJ?n=+jf}_f7%bnao~%r3yo6JqaF`F zCfgR9>T$gDVQ^XGpCam42HbKt`YYcJyr%mNZ_4i%_P=kI-_^%?H}2x@i_LGB;<+9p zfs(ADF^#=!j>nK zSMmAFT{ssbLuL2(^DWG=wQlIRKWkDl01B4RiMjPY&xDC2iKIV!56vP6Su^y~S}859 z^pFvSJBqHi8=uz-)o3Sy#IjTbTyID8systef@jRGecr6}>1NVQ5jT z1`mVtLp?o3NhXj3Fq>|AN|}Y3Jq;~S7oyD6K#sy4H(w*(*P639#vZnnB-}L!FsWmRrgvKRT%Ag(#q`ep$XU#*L63m-D zlJ%FLt4GnkR3=g3?#DWoc2FCAQJlb>zTv;~fg9)aAy%Rj% z1&R_EQ0!qg{T~mHSnge~hm*Wbb9p^0p58KXq@!`9ta;8)ZNKdH+pN3VuGW{rJ9;jn z3FCdVsZMV1hjRUI5l&;7?}jXLcW$b!iCFmgW&XPNHScma{q~x_^?zqSQU6kZezhai zZ<_zv^QiCIF4_%RzcOu(r&608+6%iw+V@ngjm-#%3)oYU-CQlLBL-==;+ln7Zek808 z)ss1YPdN%xy*3bgyK45Yhc2c3l<)WR-sCT|ud1)kbJm+GckzQ}jIH%@xz5M@%0F}-_XIeeTJX%4 zASRG!j0wg-9Xu2|HFwt zL@gixC*ROf{jBFwwyu1ueO|9JRfd(7uBgo16pzwoxUZI)pX09=&owD0J*)St3jt|%V8s%HL*68(Bk}o^o^JVVN4LtQq>&s`&X{_$NhN0tO^0inqohr}e z^>yZ%s$r$Uw=xy)o-$ac%5!pkUv1^N?E(8$+jx&-ZBX1)cP?z5>dsxWDtKhw`K&rv zdBec8u{z(hFC?e>YWT7G^I0>%_l}nSAaok~XQSiPxwDt!cXUA4Q2ki&dfX4*Rzarb z==mOBWqR6t?QD_8eZ}?<;pfe&hFL!RAx9m~-;ovGnKcDk8of;sw|A{a#bRDDRn1dHKUK{W?}Za#!Ki8;Nix;UCqyJQ#0TKc z$TKYai~`p(u&wjy>#k%0zUwvfU`SurTGvL6)g~XNc3j?EThC+Kh3szE;yI>%xVpp7 zV{g?9V_t1nzwWFtJf2ne81pJty{IbJ+RVIaTVNy_c{}Un57I|MzJ&R8V$1fFptkg^SO;I{E_^*r7TS@q3NUGk>K2AxPGHo-sJl3cC z5lI)ayqz@<@zbdSUoqzKzEZPbH&x)b{v+@@@u}7_=V@tF(o7Zj?{@`05w~S~g&n3^ zpXxPL0B|9vB2B$ovdU|8+7*WT6`i3 z$mu%kFesBIO=oR)j>a{nRL%&D;# zqayNDjFc6Mbme1TZ^vEaai5NkFM5NourrtA_mx=R-GJv0F*fh>$u;Z*zp%^oFPGwp zlO=x49_pkRo&zSiV$Mjy&kQCg51f1OM^e$j^@k-tN>8=t9q4WPMPq0#dH#*gN?;7; zp!+ui5}N@Ly!<+cL|OLgP$?d4TRb}zE8<9uo8Et}UGgab?#$2oAD5l+U3W_z536H_ z?2hN5)vcBN`8jrr=UnOVhXP&dS5F77LQ@*ozw64QL%xaUJW~B8y2EYkzYWME*YA{5 ze0=u@(d+oba@T55H2ahziH3WMyB1KUpEupEzYkb2F7>V-mL4J7fmc`e_vKDGkBhSu zSN8J?^Y6-j7jV@#P;CoNBKzv|9ESOD-p9;~b2Nh8M&`1zSAWugqSl8wT>u#PtP42R zPIImWeA4H*H-cwy1`g-%p#SQ0x4s)NkQw8Jr(*_W`mD!$ znU%+Q9#{5aG(3i)`@SuOLy5$~UZ(Oiv zmR+ITZe=dlk!58nC+F#Dg*~TskdA1IW$I~Bu4^%c7ylkOO4JhR435d$4QHu4usRQ3dM`f)~V~mvA^cooJH&DlQp>A+{ zK14EV%qmj%(duQ{k;~h24esu_#!yqzjI(3I{7;q&{oj@7#XQ!{!Kd5P`RsVN*k@1L=0?4%l8$FQEA| zLI0Ih2S)AMu%NlB+2$V61?1%Zj%od9?216B`=M4T$hWi7-ZCn(mHqf3_Sd?vSK7{_ zeuuIg=-$t)4Fl>+@Hb`d12ClrJvH7~674L2(fCfY4q%@UM(!J?CyR}x9n#rHK$ki{ zu+Es~T$K5cZ`X)@F~oIpWh~DbUDzTXI)8LySU)P&oi#kI(Mk7{eUzCj@VmrmJS?n@ z6B*@Q!9w%=j79Y>Kx^Cygw*5vaeNp2*e~>cb+1PT8Or=+ALg&{Aeft+{&+r}98iiY zch&+zq9|nbc9Cq*ZGX;Hy|ZXySg(o??*zZ(B&QoOj=1J}oJt7}%R>O{Z^RRD2QXYT zkQqWc;{iHBC+F;})YIS`(%yKNIt}l}IP4ksp<%)WC9SX^vBs6NEDDEmwST&otIQm# z5x2lPksN1+)>%b=CyN%`&Y{LIMn($4Pdo>#TdiEYrS)m|RD@6D`Thuu%v#Vrc`Bb5 z&&S#qMl*l#5gDI)E$0Ap(yeI&eB@45NM{#x;0#{-K48@L+g~puLj~N&+5~?n(a?lG zbhU*Dqq7U@F(9Z22GAqCN?3w!-eL)7nt)5-8d{LCslSgM6E?wxZWh_L8_(>;b-F#k zcYcoVEuJcOTAm1fD1TQ??BRDkF(NR z&xIsBU*;rS|FP_<`qbdjdfdPOo)2V2$E*)JCz}mCg6HrX`)6Lqp2>y)yZMb%ilr-C zv(oHYhv*21um*USJ)o)8LsNO;pPpz}tZPs)Gh*LG;p_|Vhm&#E4RkjyO{CW)mk|GH z&%`z4gro3GWEC3FR=f{-hH6*as6xuPrH&1{Lcn3a7Nvs-H$Rt6+zp;nt8hFfwu|unm-II;LeLV!=)2vu0-<&VI zh7We^&X421<+L_yVZC03A2@l4DaIP1?zWwR$NW^mpxRDh*TH4c4{*RA4Sk7kuolrJ z+5#|sT6PB=8tNOzGvo`q$C*NsK5K>Y*-2@v--qu|^OQ~^z6(~u@#VXQ`saCV7){t{ zOkqYmfvjPsHKxhls<9=xSN%rojc|6x!O9oy$zurxQVj*>{#v9K-u7Fe9eo-$+Ge@; zRy>6c@U-Zc@{-zXfwW_%G*e(N>|<}BZ}DQ)UPz{hvv_y$h2;sTqAke)@ik~n`zQ$m zmW$T(z1!QdY)_XD|-#sgrBFb#U8SA z(7k+(_X1mhKJPT|0E2j5*q9a8y)Fh{g)7ObMpN(!xRQ^x9wHp)9pIW`7jRGBVI0)% zfa#Ke&_C-_jDcN2BEahtAI-~BH-rD^E-0ejS8!MSj`@MHf+czf*Et~w{5!M%-^n7i zq=EC+>+yuBmz}SBLY)p=(%8U~72*@YZwzKKCi2fC{nN|4dF%7|^-7G#32=(#os4TY z;xn88;`3wzJ0XL)rubh+)Iia*CQef&?czpZ%g_Q#Nu%&b?XIX;IArgJuv@%DdOi|b8~|TS?K$E-PhVS z=cD3G%t7>g%uJ(N7XlvY87VDCc#cLaO9GzGSb6R* z8U^DFJ@Z=P4o zw5r9iE#plu2h=?TiG$^3jsRRNzfv|JZMXw_lylCJF4qDhfB;hIX<3c;2nlPh=AqK$+9je>uK-~-U&X| zvlE}O?5j1Oc{-H5LvUSSw--Ckynr@ZNR5-NeAYU68}xfUC}y`jU;DPO3rzpwO_{fU zD^`v_V|iXRYfl(MJ0ouLY0!S{)fL_=Hh3>qiJyr7yjJNKa1m%mx;nJW>VW}RkN1-K z0vkhK_yz4?;|#qx;zeK&*amI69+qD%Ym8}zSMZ4r|~zxpm90f#b0)}AM3 zuDRuGlJw! zR_k?6h-fB>UtjEF3ovBg!83hADxkISf3U1wo9z2mHW=2z^H!@CjsQ_vd4i!dRBJ}k zs_@dtF9_~S1{s^-9?a4b)HZ8-@;eY4$97rOxzA&?!_)WTdEqP20MjgMYx`0&1?s>E z2ud<@KTkv9tWEKL&l)QmT|l&(I`P*pIh1A~E-tSb^Q?1(pj14={XXVC^Q$mLyfX10 zeDO{>i>kMvz^K&1y`QZ_k;h209E&)adZ1BZE?6Xc{a&n}T}E0Oza*)_3$6&x*#A%x z_d>1MHjb4cwCyns0X5&k|d zpP&xj+s>6$aK-yF)Gv7cVc{OK^1drNnB`dR7oz}YPHE=N$OJ*L-Q|QLG?1~K)Pfh| z(70tLNk@EzInUC^wAxyuPVQygZf9KUA<)<`Qz`WrLleFY^nE`w%9S%d{v`a?)@7g~ z;v2#QFbwEPH?p-OZ-KI!#Nm??(0Rc(-lSQenaiJVEEA7LV+O~OXV3)Li9P|$Ov&@; zNn9Fg=6$RsC9PyCSio442FM2R44I6TB|gA!dRDsRxaW{jfE0Px-vp&H*YwG2{GJ+_ zJ8}X(YOgQca-6G(T7eol5Wq0^X^iq({<|C|N>esHz;~fDv~Ti6cVceo&#*^pt!Vmi z<62JvroFcXh~6*v*=|Umx_nIje`avyr}pHa_S>wx>Z~wj+3m(!eAW;7UU>8IY~={` zGe`M6FZYaWH@(*@Ui|lF>_O&1>D#RTJEQF&&&(R@px4`XAN1+r{ZqaR@(PX%=M^Wk z3`%VoJDj`lzly4+d>7;katpo6Q7_~j)+)TbkDAMGH08UH0S0Etw<8^2Qe659HgT&H zNnUfmZ0#xE<$S z?*iY)%C$v`{*d15Dc^+%fb&qMe3#Z^*~Zi416kH9nYu>pqiubqL$8W_F;l+Flo?u!S6Wvvc4koqdh0*^a-zB|D=7DtVD*g)2em( zTV#}NL=Q6cTrj>Gx}pnbUAAL#&%;=~@RI62>dl17dXqv> z>@x3C)`+qijRVfqRs{*~&^)2c>oH?G5#5Yhz4fU1%)Xe+f_)bBph4+&V2tP${}q%& zL`s>YXgxf`n!zES5O2^LS-q?%{<3PrgZcpIKsiQ0P?@YfXHh09?@$ga?+4%h6m-Nj zuperoZX0RKRqCM^K zEFO?J&rWzff_}|QbM@?&FiZ6-?pLCC4(kJAuD1ZEdYQrVXu8S*6Q0);)n`?_`xH7+ zjwpAcocWZa>>_gc>h3(|c}JxycoUIX^E}hOYYNnfRFz-QvFh}m1gDg&lcw-Eeu4MY z`S7j@n8#~Ai034+c!P4mS+A(w5*&TNdP_A@U8ycaHVVmmcsSeg#fQ zXk{7PiJ8$M;Y{Sc)4AiT6aN&SKaO7AS-nBufXgxV^>|Li_RH6C(ypISKwnMFd=I?EH3A80TKSvDfnJNu*vY%rQRJB9JSp9z0YVh{u z|Jk;Z<=}7rJAQS!U)#G5GgAAEzO~o<4*zX`o%h7po#UfSmXE9~$*PnwNR`R*nJgb^ zK4W&@WceK2H!)d0ljVb#W|7ZevV5L|^f{{Kqk4hK@_7}O&t~k-tG0UD4C$e5@LRHH z(&ETZwxs&ML)*nsxHo0HC>D2N-*P!wx`x07<&U;UM}8D}BhtHqZ&WcE$D5>=`YEDh zir%C@94|0+j`*_MyLZD!|G4-_cpI@cym0QzfKMp%aV+2AMcCNfg|Ei_U_F0)w)nL1 zq~M3g%gyTWAFGxZACY_&cxM#llc$$C$`6P?!!b4VguVEMQD*t_+dgjA)s-PUj4dd> z#5?;KS7ss^qFnf08 z2Mk^L&$;F(ru^>1`2i*1&C~XVr{8SCE_baFJxtgI?M~P=@vgUG$Ih6$D8Q@z_;h+o{#qL(X5b}L~zj)d`2xD0)XO$ zxPl&x=5RSyPhJA!P<6p*kIFA}p(E2~J;ot+PwWcG4rJuNXRhnMLN@WWzO`*`eYwJ)mxu^M2Az{ z33&GS!H$48tQhRkXP%R`C|v#JC2ZB{>TbaHam?W$(3rI+zzQ7(Im@2Zu=*h8^E6iU zLG*xQhxzaGxJ!F}J$(MwU9(o3RdCAndSEPm0y56n<5MLflhvj@lVD-*>~ux-c9TIoFJ@UmBIG7VABT$H?nmZxjDSE-Yw1OS?nJtHN;R(-)pP~P+p7?+9-+I7cHKLa8 ziuuQp8FP);DG}CtZfA7%$HQ;IN=QLC`$!iS?BBG{4Aa)Z- zapf@BQTOBP@nZ}J##b`Lf${rZH4aD{xft4r&RoA0czh)w!_FWn9zISzhzHfFmVzk_lFwe!Ix(czB& z-^s#pme-Ux8LB;B0vSbTXHg{5GqVm;pL5sTRu`kAs<^8v2d!s{FQVC9iA;^;0Jq~U zXez6b8L2MsPlHp@$x*X<796ylkG(Z;h4$U4n~GcI33sdkxdzWcn?hS4V9)OQdpX91&(6|n!JSvH&zf87M9@DLy=T&HYwh-a>~MOvme+4vk7+9(4dFMhId*>#-#%i8~`eSV$r*5ZkOGwQzO4#&V9NS z_TgUerknA9PD!{Ge?KicH#|)|gxU>dFT?Yci#@cmSqZvs`Zl>2ssj?H_MV?`Kl9Bj zF7-0jN#62yj`2nDl`(#Tj72LHrpaa(ru`JxbgroQPtAoSj8VF*#E3b64};zSL%`2N=Y;=1s-)$Fu0rYCH_vE4If2nT^M zJHWF!uHVe~!UiOGT6CgFJSX!g!(2jM5%yoZpQrQ~3$d-an>!>?pK*`=DBX3Vaz ze&x)f5qukT!JdlZHD8TP_e`upJUpxg4;wVWd)Rq#9^S=1xZ{T2%R5!oD{RGD!<)ls zz!0g7$4Aj3?Iv)W2UmGET%VM7_1Zp^@!$xb%^Ntgx#lrLEMfP?cy#V&-#Z+7hS#Iz znbxfX^|a1PuLf*@v$4WHkX)@eR1ZJljBH43M4wpFa<2Z3(7SesIukw-8-XglYwd~0 z=!Mh=a*iH*1B}PuQTKBY{{t>M$%c`Yq1|${Sx~9xsC;<%n4^eLuzR(Dmy8a-m?bT+ zLQaMxgIu(3nv6ksX4B#r{q!PbN&-Zt$8kU(lP&)WBF zzY-&U8Z%~R>?f&vi{d98lL~7^Rx)F3n9a~4F2!HZ{d|0vtyr%DO9!6}9xC5?HomWi zkBrl1#SN~+O!zhHuG$E3LP}7q*X=ztR852Gt@~}jfhaF<2Vzti5ru{~z&*Y#@I4c= z)ZFXp1Lgz_tpjm_1U{S|HadL(xB%JR0zIA)&+vOR4}8_wIyFBMwz7Wa&Y7{=yS4CQ zb4ns7CUZ)5YDcD6{mxtQdcpDP`Gc4E?{rc<^EQRoJ7kD@#*A_~*1)~}N`c}}1>c2P znx|-rXoa3hoHWE3)8pqX{OkBz#6`g0`Ym38-UatyMm5LL9%ye3bKhak4}HLUpk62r zo?O2r*D{ZL3G>oIydI;%p|UcDbsHbSPo2HQij>(8OaxPNMC7$j;9rDoTm?hmztFBA z3YS0X3V;Hq_pqC-Rq3iMIH4p>TB_!NLtJI%LwyxEp%Wpq5*FHBv>Q1f!(4`C_{FPI>6g5VUE0!Dht6`c-*fBy1r3#1$@)e2gmMY zMbh4Rw|V$%7)dHTj#V-X#o4TZeAm2>@y6aL3TAzZi%B1bD@uD5EPHK4RolX#+Haq- z&UjmMYp+L8V|-b)mVQ0dpnlJ6HVhc8_aKWR(9Mzq4DaJga;4$k15+r8Ie^vB3(r7L z{05AytF&BP(r&NN9Q3FaO0NfdTS{IQ8#58D^Eul<=6b+HG@VCYMuw9tp%)+Ou~Qor92Ob@9YixiIoGNuU8HBiub_v zZp5slD-W|mz(>&x84*a{nv;Q#9|eVS7dwxBtGpPnhPfGMwI9+j6^G$jo?Lu_cg?L= z0-lm7aA|agJf-;4SYw`Sn;nd;w{h|}R=P3F7BhOK_`0P!@=P!jpHe1?B3rO zi)<_p16>hGIOcs6b>aPjrm+I#Pm`B7Gwzuq+~Z8a8Rwg$qshALc~klwbdoQ-!A`+r z(EU_f&mM{j!5t*CGz@kYPmLg>4(N)fk`?C>bYhEW9GIFbo2Of&0hWqF!X>0%_+I1d z{dk|w%v&$>(|YKFVp~l-OICAYwJk>U#l65U>7cAoBcxt0>HuE-EpaGh_e9|79gXerhYF+i$b(s_UMI9l+3ikZ$m?9HD;Z zAXn?>7N2bAii7d>_g8PmzNOuOE(zYI#qRh%_tl>lKXV*+y#6;H$E;ud7{WWQrraF)ztGRy7~hneGv(%B*TD0^4ZPd(#Mo+*_Z~c%a&v|@AzlhBLR+DI&JfqJ z_Y}!UpSfT@<>mlU@UHg9W3kEOk8hOU6{!Qxc=EB$``i*d$M{#Y8+fLs+#KLK<>sIV zI2s^d*_4}ux7TsQDK`fW?OdWMH-|`5=CdU2IQs@(Z2x!4J^u=KuHlKCa~_60t;j;& zVwpMR=HR)Wa&u}wtt5V%l{Mw&Ou0FVZz<1m$Z4kBoZij=UerdQNx#3jIqDMU+?+Nu zhwPR-(?Pk_Q*O?y&dq7_Dy0Qj3&*0%ycv8C*vIljDOyV$p2!`!BfYlZjGiI&r>>%G zA4bgh{H4fNs`GK|*;P;NKKi{<^qBW8Gsn@=w>KAt6J3v%4MXDrmq zYw0uknUyUia)5Mp5!rL{k!e)lfhEi8e~CAe$PWZx(Qhpa-l>oWN%8okYTF&F9o zW)8^wPtHB+{|@s`-1GAF=AEe1CDOvN<#UlUMQ$g#cIqf_yZ9y7Lq6Gd%iKn6VCYHt zm&%U9%c8DXpG0*I9Ozof_)`Y#nHZI8pI6tE<*7=p9OHT9r(rMaik|+c_(%DL48H%0 zoKBrX0k-d!T+~lb{JG!|l9yN*b5M_st$6Bo_nY2)FV;rB*Do(IjUJGktVgC9aboh( z)TIWG0q<7+nKHTHK<)}7tyJ(Jx}dBqt)U;uIbXXmqB?E<8f*IH#NVxcw*O?GduU1! z_fvI+ul*@T5kL7R=BzwH=!0ypwE~5+k-2*6#EbYxj28)^ddxa=Y^ZB6etPqJuLoJi zr=!~KbnFDZp3cU&jJ{b$-;Ui-7Gvi0Ia5hBlEXYcIE3@^Gc%KHY*F$22q*hazarkE zT~a)owI;`K9hve6#qa3u;T%o4A9-)=Bm4sh)|r5swLI|T41%4?%BNo)@gw0YS&tV2 zCc=s#>@F2pU1*-+gqiaJ#aYh)XV&y_d8*wnc0=-xePG2vLO2U1w|74)<6JD`q@PRY zmaPZoqoJZ%rncEbka=9{p3mpN9Lr~(jy61_OcWuT9mu5ckwsEfHF6UyU>Kr!dJny5<1EwCIz60&(jM2>)72Ok@&uh|y zkovxMF7DtyN#(ryaiO7iNmqLFTnSqJD72s1d@13+xvwj=Tng=qPJy#VfKTNZ>>cwpnoy+lCi{i$SlmxX}6XjI6VK2Cp668pd@p?PG6|9n_+uLJuo8ZNlTW z>FjL+YIvU}tM2`@>W)+Idbj!2o7bDrg=TXb`IK5ci6>_BnlYY6-Q;X<*BD3R1c}+R zI$nO}J#clbE0*zU;p3CnP`&B!m1XX2azgx=iY8ILj8BaS3e~Pei-sPy+Pj567>{sz z59zk3Sv@WB3;DX>@Ml7UocQ9T$t~mSg6i`#dglv_XWO6bL)weh+&+${hy~2j+}IzUYW2NK`<<6QGh z(B@`vz}ZiYaZR4$ZL^*l=bC5YP4M>FPrdtG6YUhOm8kgRSgF1rB(B=$v>f&OWW&Fo zHhk@MJX}7<+A(KzDAPiH!SJ%e_ioa{Ao{PUhUhL;nNx0 zb*>391|q+7i^2+3&K;|^jXQpdt@By1K#3eoH2eP3>`veaIRQS&&Xhu46B$10G)TWx zut*u|eGUOW3px`bX)+sVm!}1aFSAB{Boo`NHH%{1U$_OHq`J%;l6v@@%o)=nhG@)bXrdvbu=2 zkS~W$b2{e2XJt&hia9~y{%1TrOIF#ug8goj9l9HRE_t%f7}d2a`|zM!83Q_Yc7-_JnTP;ZC`id1oE5$U}*HcVCi1ko)*iQIAa}Q zA1!ewFlB|eqJt^_x8HUpvWn}DrpidxKAc&qv#GPgRi8r!J$nzHsUIxo7~PBS%DV>Z zS4y8huG}rWRXv8i|Li7x0QGxT7YRF-=^A>nWLQ5BydgUbZKI|T_{!|wp;T@e_|uUYyzL-XA)XvPa_?>$(e{o$niFuInD1jeX|j8oU<% zj@2c!{W05bd4GGo?O=&*5BH*HvO43sU#2R~c24|9a8Wv4Zk67>e9n>UtIK?593(OQ z@4qackP-FU;j{Qv>y>$B%?UEy|M|5uR( zFY0r*TjaIQd_Z?rr9)P2OqCySo42#_qt@3ZOPs()htmJ`X%@ZRY|A-EsBQA`tMwhTJ}cwVzN;){?dJc&p4aa7Jf3=a_J zmod&-_&BbGZ;pA8*~LAHPtT$voL{^G^g*3qJAcfb1B{t*3f3S`7dkn#T*Ch*vOn+Hf5M0V21;KgO8khYaDN&LMlnyIn_U)xks28=&)L zjPs)GEi3W+@tV_Kj-m`}TcK8HEyx?cQ=D5keZ(4yxN%vBdQ0dePw@fZ zPj3(W;OrXn2TR&sG~gYbP{1+w1|bXYUfd7PjAPO`w(8Vce#6VQEbg;lK1vRDYP_T_Vm`!{d)gx7mYyrn z7X73SO8va+S-@_LhaHX&z@MnO=x6$I@CVOSyR04HE#MF{U&L?NJ$gogwfetk2oFA- zn+S^dFZKw#$QAd-S&L5_ac!f_&0KiiUX5c%OFu1!2@l&WIdD=`W=;bg)p#gQP7IjX zGu)UvbqlX;EADBwDf(| zJlc3?ZAx5PT58Xsm!Y;^pIMG~iz4Q6gTrxd>qV-NX!W8C!PDO+-i?$|txv1Lsb`yJ zDk?rc-u-=0MdC4ZvzT`;-m7uW4W^0rw!a(K4#wFht}UtXzH{xv>;KDhZJ$T`DmZfL z__dT9mzS+QguQl9i&$3wxIW3L*y8r+H{+TDeg&wr);~Ne+3mH3Ebgjo%$8?e3Ql$@ zxT~}l-dB&Z6W>$2)+p$wz1DgubXj_|qQ87mEO+T8i!H#^nR@Hd^T?ASye{v)tX}3K zXrcRgyp-(Lf-Tv(Uv{hf7et>Q#y|O`WN9c%3A+y|sdJ98EaAJJ7dp`_>!szJpT9g4 zr{$cQ^%42$s(H@BqH+B8`58mq?6_B!`mS_wAndne zr;hm_YMWr(|CBf@J4;!otyY2cmAfh25-!PuBy1hI&bqx=YVqV{!I2Q-x!ir6~nc3^Xz|Ba2rY~(4apWZ2SychFE z&%-l|uCFt(pgrj9;I_>e$7-?ZxV#hQtv|)Q`%}B%Nb3K}N_hXnSRZ%6yRO9(XEl1k#x{L)*2D~pzbieoNwrLVkoPm&Ov(C z+l8ajBZj&F{@SxkVyH9<`t0<0PDS=dF-nc2N5!fZM~{l}SOV5$-cB4{ly82}-%o}m zgRWqUg4Od`Is?~r?t(d{`>1mVzsVykzbqOZzC*(#%LprXbCyXV1kBFRYzTq5@ zdQ_t#WBNRC-hc)=uDLN*tIr5W(H)S~|{ zba%y+pgE|=5fMu#Y53xZ(%Ne};>yN;RSelSCnNf3D*H9O0y`lIZkE5hG4@{28gXE( z_n+gJe~&BJy4<%L-*wuU>cw|MKf4~kuEj6Jx~Q>Rk84;wu4%;LyB_ZY$A1p#ayssv zRZ+>PZA~TPkJVHn2``koseg|uBkGH;$2|XY&b`X>6YskpCu=})z~W}i7Jk%b|J!Z_ z;_yItuBf!uxh{@o%K#7jS-&q58B0!_fd5l5j6K9I4lAaC_4-R#OY7ksD)5 zL-uR0%t#&MG}`Te`&OxA1^(31Qaf6I?$@r!q@I(v!M+aa(eUh1CC=>c1`M>H_!7u= z0sg8hZSTWI2Tu6#xNo!UQG3t)I!)l^+$eS)8i0>7+JDE`AI5*rQk) z1f0ML`sJM}Z_PR1jhaj%Y&T;h@R6~o;zK@u75A>ZI4~JBwJE`RwQfE8B!&w(A29lFFuc7eu@>LW0UuGZ698~ z0u^13-&f-8cSF|KwyaOw8P?OPTl7J8s=c@0dFI+<+)m7yd>YmYW>MYB>VJuQp~Jp< z7A&K4kN#3steyh-7k;r5Gy`|~JU9y&5AVa8bQTNzb?hqM@_WGv_Toi*{bsiEUc(N^l$f2Y+t)x8$NEB)ce? zh5Y#UfX1WPCA3%ei*5qK1lRxhn zbCmg?>QU>@`P53(_4-Vc@rqvFxBNe65&N(B%JBdG-G6n5zxi+d+}O48r+laX9&VKS zso`gj?Z5M9GFcTZ2WdHsDA8SUCOcA^QCicJ=U|90Z=dJDJo0tek?Kd?YZLSANS{*O z+LQ019XZr%k7h-3rp%d;|HyZ=E9@P4?yw`z9+MrZx5$#TU4tB#MJY>h@oCUQn=!S| z-=5VdibFqnRb7r=g;j>mKF2jbS}>L0rW4Z10mKE{X3DyIFlhp&8K;K4GdT@boIq@F+gvAI`3NyD>JJ z99H;{rVi`B;{CI2@1d*|4ATCa|EaHE_4jcLRh{;zvRP!I*0$)Z&pESsHmd4ZIcd$7 z*k(v`dWoG3&j_-dtbS_0*gxn3KcFgJ#O>;ng_Wy_4;1ehe(5@=6YRiOg{AUM{Ax-A z3+6|yiDB&p_r=SFwPWoyYg_T?fPZKqkN15wZIvk1t#DcVH_9FQE@r371y&-QY_*ux z&@VV~VmG`AIbUC+P8RP3=W^5E46iww5a%SwUjiigkEk@dqG8OP@`fHaj15zy3o8X; z&=EW>V~KAAJkhsayo9g3lG_0lpbccblI?(>uO+mp6CjJWg|^^oXv?Rt5-W#q+za^o z%A!v-r#p_%C&Ql&-i}9=(VM|Zs7G|exweWM)I5?X(XCj6IHh8@>17u#@)md|St`VL z>$B7G4A6^@Gc%MYL3cxVvNK?TdfO!s54~tkS`Zi|?|0G+aRjnVsZnGE=t|Y4#My;` zvJI3WYzbjaNl_5R^mtpwoSZcb-@sol4phSgEa9E%Wa=38{kX=Pkx8}Yg=c`OKK#$T zowI{$$)U(MK3?T|a+W>b>U;4N>(F?Q;#azql2^-ojj28C>Xkr)X`c+&;ke9N@QDA3 zIZIBC?H>JKwR_v~X7IXxk6;Q+MD?0K^Jc$Tmm>bu!T?n?(Z}%%(8_oQxI}MI_@z0b z_ih;XGiHdp`z`%=9|ewU-c*kgAt#oCG$9VuM(o5r&&AbiQBB7BL?Oys0JpRrL*5kL zLV|r`P0nBFVF0Zto69+8*`qf{{wikrbI=mfhxq5iGI#a*HI&&eAe)g9?Ldq5YbEM% zE7s%D6@@T`)sX~gO23pHsPWx2!%X1lNfno44&dr~M3SIExQQYutPxn(m@cYePuJsD z;)dkA@P9IIz!z0V>5Oh5#rl+$qg`VrlG+dB7rGc=OG9m7IvBJaT<>aGfgFmC|q*E+!75%a2R3CuFeC9gzCW-}n!Q!?32pf3IJHYL% z;~(b>TcIABH9*70FM5$Ob2=;BkL$V< zO$A(LUzlZUQPyu!ZW8hy_y8|x49sjJx4;T26o&x%NKgJ5dOVx>2E5s`)=E_bNO)#W z!QS8j+K9Vv70xV*Wu?Q_B)8|cZ{t5;uARo>1_xFP7eKoMUcf-J0B$wy3&PNb?qc?u zwYqU%3)liltqQpV=gArHUf^f$f;=+>*fV8@Nb3}ZN(#5qMz|+F=vbe2PO~;1)w?En ze-vF?SXpa%?0`I!w+lQ(<9$xskSZqaL)bHEAJXTj>qzcArhSO+eoGpMxkAl-kW|tV zC(UEhJdRWIFt%B8Od3ea<#`&2r89I%ZW6LDpTrl1ZiK#JjpA9+7tsKuf5|c-W1PFl z`#}qqE{1-yS2Psc0n!;|Q&?|B8{qx2)5Iy!SJB+jl+d!|dy<|etBj66XfEQw%)&U3 zqh)nRp8FsgoWJ8>$T%F%7nlnh z=4qV=U-{5(6V~^>*>f=i_D<{2xm(7D&5_^mG(3xZ!_}aI^xKc?twg-Q-`Y>?RYGaU z2S=TOGzQ0dmdpnmAKFR#cJ>UR^4#fJnm_c5hfOsp=_!%@V~T7sv#y%2D-c_%lx43T zh|s>?#69>3#C@Q-eowK-zb-JYVc%Ax5xqmLYX z@L(CJ*6{)Rafk{$Eq3hFVwJ*ymV{Sb;1~~V7XE6&}^RV`9raI zQSj#U*0wmiWshukGIY()jT`IxHZgZd1}%dV+u;|$3y&{e@78J4c=7k*KjrzJj?7DH zmR-rL-uY*WSLfV*ZaX}mI6Ctg&QAWEamjTYP^jU3kkzXr-fl=Qx+?*DoqLw6UoWuX zlxrZQjB4@@SUr&n&UBV+G$j#xyS2YRPfK({xeFO3%p3&bIgE;*9jb$BPsKC-w^w)@ zI|-jrs`PU%fw2VTloEnNdnCC?eW zO83d@=gevDz|a0wU<359U7oLfKQ;em1+2>+#@65BTyyAWmhb+P*tu5TQ8@v&0WD;L zWsx*t!(wxPke~kYb!Wg*MJEb-vq5)T_ytIn2R;a?-O+CI=q*8=))g z1w^)@s^?V9xAr>2oo>fd)Ulk6H8Dd~uw0F}z_obRS5-m6-Jixt{}z-6MTe^r)1lD{37e&bU*-p z!CKkB8}aSu_y(u`G;ji4503e)(7Nq>cmsX}a=7HlmToDm+l^;1VyVko(d?rVpy$F5-IJC3dqhO$C;xBt)lpZwI;(zM@Z-Bsro zjrHG0i{UysL^($N)KNaq%Uyz->b>pC=Y4Yq&aA)65INkhvz~fW*R__z{eQ|>5x+%m zP7B<8Wy)Bw4SJEmp@Ft zh$&-b%9owAk69kUqvp#hVuYRdB)oU{RO~mER}XLN`;{YWIXq>otcE9Q%9VY!xw6JK zd$L4nQ_d_hzV=?VUVp_W;XU%#O&Kdw#tMBFO+|G~49PXD&a3^>$D3&}WvrN|iI*KV z^JmIfd0zbJ%IkMl0=SA7<#6$NB2sWx;$>KrQ^v~i!g$J9nKD+0st|FRGFGOHl__Hd zzXTc>(dTz7k4VwcDPx6vuPI|?%2-j(AaqQgh$=DMr`LHXQ^v}h%2>&alKkXd>Hm&p zr=YPoOC(1)N=8ck?7Zw0@?xlG&#o_IlWm2}c($KM^vA$A<%XbN?*s;74UtQ#x}VlJ z#2I%VMUI)e&)6rx7})%IrtT+^O{H!$$R&EwD6fiMd}KS}OV~Lv_S|~RcO$aruu%JF z$*Ie%byrYhv9+_rgQY6x%#L;a%vxC)R3=NB>Ja72I*ZMDvG8R)^hj97A=lY)Lh7T4 z7?P#N+sNL+_T&H5Mzo%Mzl#ho&hz*&^4rwQVD-e`uU-vEd>U}Q7SGeUpZK(L&&ekH zEXEpEeE)8>?d8+&>S}@QtJqg|hdzkxV(#nt1MF-2rJ1>J*wnUUkHBvq3n{d9r{gvKpug7 zgkyAVe$em!^8BEG61;&!?8K~HUvw>IOz!B|JkJK+!nyc6f3D#8#rW61Q57YNc-O_i z=;4!zq1eyPp**>zYnS>=GH7#0z`gOU^BC@VK%O z)MtYG#n+7si%w+))5rjY$358RP2!NO(cZ`>g{LuZxT*VMC~uX><`_0=mg>jH`0Xm; zx;cLBksHHB<^uM!R`S!uuX$cE)E~>dz*@42$$Y0T#Ux9R_Le2e(Hxf~vw2R>WyBNC z?^7E4GMgvp{B>1xS(Z?twU{UHax+q@gq+36?S$YbTzgQzNt-o%)<6yXAp3|-!9_5|M9UtEr zRZejJW4+@a2PdZzZoWRrvln6qb*J~{qq1Abk9Jl$r)97O+|b-TE`9BCHM4YFVgALq zw_eY=nCF?_EWT_NzKj&)9B+DgQRzTDg)6G5aL%)Oj;Vt&Rnn>XP(NY~9x1?nUM$?` zmitG-~DRu2++AKtJ*e6T7JmDHigDqiMn=;(;Rossm)>R?UtL||3zD2U@ z(P$?F1i}7+!{gtwbg3!mX7EMv z!lyA0aeDfUu0=iF|AZvdDRq_rpT$UDg$)NUb+<|TKz8D3`YL38BpDv`zfs*cc?I)U zXQ|^Fy}mw{>v*Y1C`!nxJOkHz1uXu?-{D3itE47qdX(VPpDTyg4iX+j+1T2cHG<@Y9fy!k&KC!e6k4 z`2$Vwht|V>aUI=VUPdfX`VKrVnr6-%Z$CAt>@N`JZsD8P#tc}kYG2){KzIHS`$mUl z)yXCVIoClk!GtS&`1h+wEoA&xVeuvP{Qc^ca=+)zZ&_jL{goX(h8y0o;ahpV~5u`L_$?s2^@?W)tr0G2`j~K+#>)<<|ngjopSUa0d%HYn7R|XRXpH zmNVygKTon#@Z2dEF6RS;go$-e zEj*E6vHE)v`w%R}(Si1jxR(6M`0YCP7RE?9?tNH6q?Xvm3FgRNGe_V8X0T7{uf+)R zI%1z80mNg)3D`wPYP1q4+ow1|^P*00{>!p9?jNIabt$H9D%S@V_Wf+s;f1+VeF#j5 z^8jJV1*jcP<6TMXHpexe1s8dvVr|B7{N3L~zXd3@=HEjNsHHJR0XC`E@I0eS%0e&j zWnl?jK7=cZNr7qXzASKlk+f7_2XqzD-;lGz5ouYf(4aYNY4 zmx1=eY#6zh4D3z|1@?nI&z>ftOH)F6&86uiTx;0C*Vrp$3$!At0H;K^L%L^0oNLC4 ztc?nDsa#>tp~0uIT8+wD&c%2SLZWg-^q5|KB$y;MP{{5xsfn=T&^_yihe$d-D_9^8 z16T-F&F|aaVz~5M=7gRo{`%Gaxe4NhqM4Lx^5Op7s;a5a$1|#?mKQ`Ivpp7 z)HK)kbC--rx|*Rw$aJqYN*0mNn0`iKDfZ@ab?X{Gt zrJQI{+!VTjzQ8&nCBjk7fwBEoXp8*^BT_?4O+eTQ-vl4WrRFT&!!GHm@k$-7c-|=q z$YCTnGeo8uD($HWj#efH$~y?g*EDEKgBw9PV6Vo#9DkvK;b{k-$J>7@8lWUD6k%xv zmlPg@@fuNG76p4SABn~u^KP((UlyNmAjr^biAY4Qi;hOp)odRo|AAY4m>pfhr zdH>(9K8q{Z%3l}jNPN*AVQfgWaqETPP-<$)=aK!4FYQ76+%&@ZDw22NIq00JQ;0K- z>zAB0dOhC9=*TM3`hUcCLtA_FU0_EIQJwE_FRrq)U^3dhc`WPyIyAzaGPdOk8rP$k z*YkMSvxv-n82`Wt^h)**UIv^u;v4<{J}gqH#?jguwr=O0=Nb5_V3KdoS+57|fD70T z#tBAzl64JkvXjh?x#GcL9@v8P4x}UPH}T7uj>tLWNFg~$-_Qgnp5snEz{q+2ZgPyRixwmUVWC_nVWslz~=DT}ceEQ<{h7Hx9*mmdILLOw44~JlgD$oC_IknN^Y! z@SyW)d7;+ssC9DkjF&E6yQrIaSey6Gg0alER=PuH8r58C$jbyB;vjV2OXzGD%(xg=7VX1q*x=Wb?*&U# zFkoiN==(W%kfm2<=B>x7^IXZA@1bW)R>75oHS&kB1KDp6I@k%w{w3C=ykE4C^p(ti z!#sHlKEr>dF$%8IKGavwXWiJtgg#>HA2P4v4}$EV<)j3ajbT{Ll8tRF-8^L6>(^p(i}T*C+zrt- zyIT7Q$893d5}&TTBR(5%xSuUn54qL2+~_fHEwBn}1-j;xG~nlVEt6O0T`||}_k*OH_6ju7=OxNqGv(sJ|UvR7BjN}d!eVk@YcYdf(wtRH;_x%qi~e-JoL9yq^S_M?TeFMld`{kcE{ zOa5NDOVR`1A(Ri4(4YQX?!6J;9u$bM2Y)Nq6p6T0KL5k&UR-ZIrrU7^?FU+cR|uZl zWli7{Q7Pta9~V$SiYQ~g_L!1Ow-x{02)>s0Uun3UM`5PG0;?pcC8NI^C;oAjvyiR* zUyoV);RHWk*6Oc2ISwtSG)j^kLUcehX>nlkTX1jU`f z_;2G`=vR30S%C`}#a&n8cVwPoi9i?M79q_!7{A|uw)O|S=O&uFi*&;N1puAFeN|C#nhr&ct^z z1o*2xxLxLrzeKe<-xSEhXORY?Cg6t#gWTdwNbpSZ^;$d!U9m4)1(N2uSgv3Ka*|&! z$DQazK%M7@J8oLWHwaCM7U8@#F8nFR;RIjbeXH1@zz`fsd|-W0>Q;<|W-dIyn<4JX zYS^i*{hcr`2M(5%H_HmZC+(5;K{5Hn&fT)JZ7h;^Fn_EY_K{2&R>CZyTJNdHg15sZ zc$fCv`UZ0Gc=1I$lY9gmg+DP*=1f0ta=D>g_=T>Ta?gjHAgf#0qmvEx$}TJFBsgc} zgOORU{T=cJ%I1+iVBQFf@f3q;X=P-_C?l|c(qV;JeCzku9x1&U+);EL8O+G0O^?8L zxGo+;_!u^haF5Tx=8rEejP>xr*8gtCQ}Q?4j%src(wbf-!Vhi$1#9erasSS(GTRq% zCpZgNrLF}`!(N>itMaPgHJtD&n+1%M-(Hv}_#zkirH`H&diMejZ#G^y3p&ReWqa{b z^9L)C0<$AxV5j7&tk%r}VZoEQ2=LXck$$`J9mwNv7xoQt6HYI_0Tpp~Z7Jvsa5z?C z=iNul;%j6IWFuE))qq9qIA@5llqRviU;wYh?DsnjEKzO|N+I)ZYA zc7kH2TtTvW#_|hZSFYfT(Eqg$;HR_;yiHR!QTp!ePlPj|`{5Y^Lhx=|l%lvPo5=cy z?PYjp`U-tjR-mkCBC6?1xw|NlRou6WC^{PvV=n8CM)Q>qA4q` z!uKgl2pyo;y=P|$$!=K>y6IyRSSHwy>65}%z<;R-sDBf^Vbu&RN!x|^5#&X{^Me-|NU3|{XTXd?VkIQNUS37#dg8J#_w2RZ~}WG zqzA~~gEt_vSFqL?rM6Ihw~B5>#R%RQxIUTV@@eXBS$I7Jezz(+>ih6a*O0VDsEjLe zb^KOVp}Z@gLyrjNEnhCaD|`#G`4VP)VrHzL|JS3+e(T>ZsXeyp8)fyp0Z$+GSMX6Z z@b6;fcopoSl&?=Q4b2`OMeQ^2?o*dRyjT_|_s-9w(k`;6ZIpID-~|$1LUy`mk{7FSEYX%upFJ_QXT)*Y{xp?myVa{Wj*@ z`v7>#@K3r|z66l1D{)pM!=%rr0N%&Mgu0|0RiZ>FG(H=ozc$CLR%zOKp1IK5Tr|k2XhgM+T%N@Bh_Rvy?n%>#Z zV}{8I{#Hhm)L|_7;pkVCPwd2dYN{N62H$r+8^aX!<&g)=wJ z(cm9i3)##0ME@3^0oQVU>4{t>Zzgk($L~H{eB{y@pgSmy%x!Ru&q%kP-Xz1IDlqhq zF?+AGKINR=Q(zMr3i8N{-^&irHGKSk3%qn45BMf5SB5W?W}QLYU)Uo`6V1SVII$KE zKrGl2f!TvGtbrIB{>H>Cq^C|nb(|NO3?EpWnRM>ZFgq9T6wDM^6O|b!*2}NbopR5Q z0#i}&tAXf?13*-r4axYcG5IKauzBb`*gWDM%*SUkq}V~CR%pk3f~w%YWKJQWk(t(D z;LAw^Z)U%&StkV`H*S{Nf}|R_Uhde~GxQdky~kruN5?^{GI>*{e9g6rMbkl2Z z#;5W3AcL2A4>*YS!~KijnH)1E_u=M;d|Es|@Ls*txZiVygB|Z&b6wU_@P3RzJ@2d` zFn;g+9by%WAW+-wSg5&by|LA`$L5yz<$S>>&kao7ijjM+Bkk9DF~ZTzwio82rPkTW z^0T~%eIgq1BBVdQBXM`&N=AsZgdXRg#ohe&OZ=4v;b-}abYPs;=fUpiUig?adg;Qf zMjk6$A7bzgL* zv3r=kdI8jRt*H-~zkC|wle2|wizMYQey^-95yh|@&e`Ev`$W73a(~9gVL$3;ZE4h^cXs`LT&sQ45Eo_yPku_XQfv$Q66YZnLYa=_zK1Tdxs<;75zyo>z_>4~l_`~18 zk+e(e_a$A_Hpo2vH}^soWo?5=j*EK0jg;$Skm>0lrL=5BaXdxVvFh+c;s$ClHxl7{oy)Ls8b87vgQx^TZkVT()Nl4i# zznLh*>&$OfcIvqHhHN^F>`iVn%MxI(&0)v&O74&>wtTguIGik|rBe&d~DFrVqD&`QBMOC~MGrD4yKg2Hrz!_9^3D*PeTR zybrl_I2^#nZs)GCmX9F4%UHB|Xe^QjZoOd4AFv!BXkkCJLF-Y*Z6NN*QD)zByd0;- zzJ89!iH*b6{g&_(3-#Ia#SiM^Vz3>ds#n|OIy+FPb+$+nUH!&R4) zYl6R}*J>_A_34;zflPsC@vpUS@z5!*!6#KEKaS_E8)dB{7TOQdCBQubz`t2t0@ChF z`9H3AadK(fBl<|z-n)|$1YtQ2zbd;l8foQQh1#Kl{y!{a0#5MOHMgPN3qOPo0 zVi(%3tk+{#@P+&wmh4LSqLlH>m>S`316%cBaF^1R;uFFmCARt?o;i7f%G0bllGjH0 z5UCw2?@0RyR@gsam?|=iU!2)uZL=?Q390*{z3I-iV3e{qdi-Ucw*v}8KR#>G>ezey zC3r^EeGl&$zXJt0<BSm|JEo9WIB%G&BGIS<1@L>!nC`gGw_MtQq(yC&5uenjjLbBGx(I% z!SZh5p8i#g zHed)Rs(-l~P*G1~-Ltqh5s39T$?mjgf^P>*ukOG1PKnH^BceMY{x$BG-JE}sDLcip zvlIKa8+YhzPswNSWIgth%vB(&I&;p1WVOmOBd)Sj_K(~#aE;N)`Q~@j z>fs1}%+EcR-U6?$dvQt^oq9O7x;Iof^>Bo{DE=udv1LB>aMa15nUgJx$q`>906NWh zEE!F@=b7jbQx8YZq~G!MZZlSLyLhM!Uuf68nm2X*Sn zh*crpg@yM%^<;!|V>5$q;2QX#oG4~zLc51oMioAj9B7p(gFT{+&^ zr+U;`pI5?5@lE)Pp;dD3>UW-d`9|Ko+`s=UyNou1A8+{o_V@Oi?jE~VkJJ9%ep_yY zdbC-e+j0HPe-}M9oj@r+eKkNkv!80lx^<1tS#4jTZ1BQqWiMnpz#tf0>7%? zCcbd|2aBSC_|A!G*_zP_1yj$sF+DS5i0q3zH0nYw3uo#XN7R%^DpsHPU~dVvT@vtB zI)4J6IM3cM*od{LSU)&VHb#yM_khpBmlda#6qVgh?ZtEgC2*bW%U5S#3UiOQH*V^D z_=5YmHW~=nuE@4Iy*jhuD^_H`jjgv*WKm3;4sdWa(UBwn>e0ft^YPns0woZ_hoM|0 zdD!s-f)U$=PqBL$yOHcRKb%gWgeK)Z7EhPP0?dY$aqi^o0{&!M zkU=jTrV@HOfpW@T03W98g{-(0bxbEvV(myHm9Cl53gl}>jmF|(Q}%+g6s(PBE!>p7 zfZl~oBHvygKP2ukZk^lC*B#Rdl*)`mp3jOAgMC2S{Q|PSXV@i>UBO#|HsS0;X&=)G zl#X1&2Z0UoE_mZGIzFEl+Af(+pj4lc^ck79XJPW;YJ?PZow6P92jP`NDz`me;1EPk z+dK~VguJV*q;Ky^YnZ$GY!A@}J}CRDQh#{gvK`#RWhd4;_09kaNRjCTO6t~#GN`&@ zCq9w=gakp_PA5>Rw~%vz?CX&Knkol05z9>K0Fe^-wX-Tyu?6xmBURUADdu0fpQtoiOy%Ro>J$>lApE_ zwcs12JHuM+6uO^ms_UW8JPCRNtIdhg3T+AB40)~3oR%U#A{N(l0_D4zD>$7%sgA5@ z@vhf5uHz5De?U!uvf|S-G-VUXTTTRBr_Wz1F*E7p8G8?EIAC=?rr_cbOI%jn5>K=R&zSKW~U}Soj_@wXvz|j+!P0!vV`E> zoI+*q`<3D`bT5?k;N4$`1&g-b#wJveXsUz5Gr|`^hl+sGlQ3n&W?UV{J;ow`(+QMN zsIq6&FJ?M{vdztw<%bk(qeO7H=>$sU#N+)(=Re31X4tQi9VzK!FP%0s2(Bp@VdSk4@dqYy$BB7`dHW* zMYI)71NzemlyDWFMca1}7v3N2{3bnfkQ1Er#KF#R(lZA+#Ys;b^c*KW1r3k)=toCT z^pH4YY8B&mPbX0Jy&dWkh{jy_KhlT1RvTD8?RV zbPMz|;xN)XT3nE?LHfmX0_D6DC&sd0v2S{vdRDx6I)PH>XOk7CbF$$Sk_2eUd3Lt_ z8{<-y?z8k(LeG}2UE??!4N*uqjL%xo88gGvKPn@a$(v4~v`@s*Ty^ppo@CkkQ^+z$ zGRv1boj{phXxpOV=fHJ3ffC;vP9ThQcrL7b#&mwiWk0h_}!`X7$9M%e^;>q{ZWe z%>7%r=GZ)M{D;-OxK0%tJ}~*aw&Myi&iOv_S8bOyp^tu3)@8pZr>VYcS@hEhl-L&9 zZ8QWm~`Eh+d5WvRZduLPYXi>DJPWz{O53izR!^p#zXQ056#(+QO4 z%PAmfY2;~^%SVu?w|!IE;PPj$joWb8NIpkER$|{Ze-;+O)$o@sheN=1XkQ{#TiB1^ zV>?y$a39HNN11&O^85HWj_1V6n1R3Z{^+na#PkJaF4nGgd<KeaGDKNduhmQ^P$DBav9*qB^e0#DgvBEtr~G|HwZIB>j;D)v-)mgw zeB~J)?WgbKS-Nl2`}<^I)^_~c30{4p>{6S{OYVoFKv-yX{sC{l64!nkXY9FK`B6{6 z+bnw3yLkd$d(xdxTl=k_fv0RpowJH{K`boK$RlDY8-%(I^dHXA!v<0BZs)UMo3v3l zvYqdRw}xkQ0v>*j_8uZgT)|(0#NbWbuXFT<_j3v_ei-iNYy@cCodHy|OYW9Ljq+jLw}UdrjP*U;DKT+_G3Ms*GTZVak<%_`=@$OWHMY*XXd7cX6&#e=RG<%5bb}h()H7uW^Iew z{ImO7z?6CWW9$_fv%kjQ^Z?5L(Z?u$w~Dq!MgO<4pLK?u?mu|uE%KasclaF&2ARcnv%Ag~U< zt1>hD_$b(VoYtasS#loVHoe#qKhN7)k3FdQ)q2?<;30n1SM7)&Yn+ygagDtND}8>q z?i)LIW$aq7;raXcX)kDq!_!{sGhD{rQU6|l&U@#b_5xm?E7OSRnDO~893zb zE)N3+&SvH$X=j`yZG(+@mK||0@Kjl@=KZR*=NCuFluJQh9r`oLCi)`IX?+|J=R9*H zCA?mI9=x{2#ORW#S!*;_*RUHHi$9iqOz+I)m@RM1bDT_@$Y-4k>rUjNG58p>{iIld zX98x}_HcpPN6_;&PL94C_olqyyK>gxQil2YIFayT+{@`77vlN^d2Hly$S;OFn%Ldg zAD=|@(TPh1pKI$`9GQ23x2}rE69$*FSFry*bp>g2#$#bPC&D4ep2fd0T)ZD|;#cV} zP{Xx-%tVX&EM`G3GwB+_o6`k{b6X`ae@fKt?V-&!YnoO%zXe}`;!`Pb2Y zdpt$sIaR8LwqlNt-%F1LCLJ}oFDnPALO-+3keb9Lr|HVK5cto5y_ud4A zwqt3TdGA?b@!dTfFIDi5L~PH4R!>Up`t|6Xwxd_XxG$o z2T|Wi-kbCnF(`VluGCmmTY%9)?NjbfsRa#73ap}|Jk3F? zI5#$59M)pUqWL6de6-R&f*O*+i_cA5i{n0}yT%l%vr@%*6W-$xf9*P%t%4rX?WuX0zmi7Ay4D(+%?ki4GygeykKHR3tS9;kgu(k$Gop^nMullZI()Y@m&pw@+4JcG)9T^>NG%3KnOwGUWaHXcy~%YYZ|@ z(It2SbJ-U&LMMM)-SA^R7Md{Ouv z3WxjZGp>Lnm9wRZB&(n*(U9Yl_sf2u|2*;k3f0g?4Q=BUkJBq=*ugDrgE8@|$I()> z=ap}cebVG2C}#V_Z-VNmg`%uE=)Cn$rJSY?e_duw zWzNqFE%)<17goTPz?0^S9FWhU${1-&(!2WpraVE6>0a~!Ms3;4cjzS+vB`HsJNPUV z*{QUQ{SPM3#3y7FI5dTWIpIFr&t6l@GKsa-wsyP528Tm?WK3o)=2mVoI*m4Y0>~;u@sofDRE(Y9$_Y`4=R?*n z5Clr%Vrt)tFYs`PAwwOshpra4BtG@D+8ldAwx(#48Ndat6-3MMfT8ay*0mkU?rqwq zx}8S*O`%9uH;7~iZaq~>x@rYt9k&vdFt>_FM3eFym?3sePc6Nk6@>yHt*L+`=#%%- zmJ#&f);0zLq?u*yUo$f})p`Y)DTsYu+FVEJXQI8n4XD!c)to0E&O5Tv1$qL>$GDJA zXqJ|mQjbcCfgi2RiZ*xRds>Cb8CV_6(w4etthZ6HsrCy+gY)(AInPPD2CC9{HI{?W zzAXhPtE+c*D<8r^PI#Q z;W6c0&Cl4~aK2_O&x%ZIdF_7EqudEh&?is8c~Bdi&idPhkWlBsW`OHy6RZ*2K`ZbV z8VBFtSQg9_#;w-VnCK-V5iOkoZzuz(Ys8X9_F;}8t!IHEKoR5an zH~Nt^nm&qq^St}HVWA$x2pqqE7~jX5^F`ny+YimcIOP+-8>(YTl#>V=Fa-W1UBR4m zr}i(N#*A}?7uopNXa!7}+WL7)z7V%MS)^v~1=A0@iMFt(kiSVaw(6My{;FyzfH$bm zutnZECMwM(J&niH%daVaFoM?ht~CrW>@^+pZ8e?g&_30f8M%Zn%p6+HDT-C31=)hW zNR4T2JU^$Fr@(SrA?8_0)t(#saU&yvF4RvuqW*8AQk5bMq6))(EPH#(xAfSFIsLLo zWXoH(Gm?Jd-c|-cv1kTryf6~UfV5DPB4qE0zllrO`KcYo6w{<-iMzLOy^n*@KJJL>qyzQ49A9ueBj$u^NV&Wfqp@od?OLvX^ zuDO}P&A>radOdndI|BQhUf>ST?M1Nk?en+4ANYv|$VRzaIK{Zu3c?7}-v(s!?iADO z=qY==eFWJXA#p@AK+^nQTgolvOTsDoz{(B0X^ATffUC>|Yv3=XZ8${wRXVX=Axdi= zo|2a)ey86lEw$cJ-#;`7A7HUE#(U9*sIQ(;N+n4VMg=W@^gOG?*27`3T(#Q{_;^LG z*DbZ(1MM?=jg7Yi7gdF4j?#BE)N9+vnu0gQvGhy48;H!qS{7#V!On@l2abvP(4z87 z>#SovDGqA;X>l@@bMn7iJ484Z>{DZy-ek#Z?2pPkBvrJg0kn|xT0yYAqjx<@s0#T4 zRDeUP^|*>2MgjvXK0Bhr>=h-etm(Mhu`%0qRff(Ly#$0txgo3I(9TCxUe5?$AFGmiVuzv!fjpXm zcIAKnrPy`YcDX*)woJyG_?0JW&e{n&(b~S`;cmc4SwCcMK8tlro~F_o>y~HBI_6vP z`C|NR#md3mSm}8uK2e_x$i7v6$f$S{&$eriTVve6(2iL+v=SZO)hYELryJ=R-xFW!R>Ov4^U&>84RwU&+2~8l~yhUjB2=1*^c>;Rr6NNX_I~!&HQ}S5Adn`p-vyG z=v>#m_48TXkLjSD4|MQW%;j>7@JjUb^79d0gNJ%PIyr-kfW7DsN?AW2xNIHVl)abq z#(aPqT&{c5evl;QQh0t5Bfj6#qAw3({eJF7yIF)V)Bzw2wv;2dtmV>Rx~+JXiOEZdR_=h3M&3%mut4 zL+W0@J`jTsFUO}%AjVkcA;w&U;THSKoFab&Xs(CY>RvP#{NM8_?>pkt^QDGhcuf!FF@X#a9YVc0N8m$QKremCib zcIL6dNY`7KQ+Tzy>ujNr`Cg#oy+W%=VQ>pPk9O3(^}R6K`Cc@aR=!NFv6t;dbK!5! z1zCx$3`dg9upTeHwjas;a|OfMi*m*;75u+dB;0f^(D82kkO@g12J0z`x~F$N-hHFB zMRZ~v-#Qs92lC(QXcB%JSG~@|J3NX1sueNC^+xe6{9&C2uGldv9n&aU`n!Cp`^Eyn zcPA>rNHx06z3e)kq!>Z^{En^yF-E0z4OxQTedSdg)>4=&e26!#$biQ)juy0$#Kg!H z!j8tx+im#s-=8%`JYk(prhIKjuz;sl!3-N&YBvLNc-O?~uQm*ekV{Ju>4j82|rLI|HsJAByXvx)o!n&a^^a>Yfmec*q-^vWD~ zVk$X%jfQp|!AIk7?aQf8xxRh$)Tn)pA8)S40J;DiV-0SON;`AopF)WCvFfpuH^H*3l~Mc5i+D{}-*F^$ek5cn8~#fZ7 zFq-cHiHMG_=K!9;jC410Ykd#a8$FaX2Q1>c2jsNk&Dt>PKV>%1L z34A6k0Vl=}J+Y>-eh%|JXb!3fkUbD}K#NqpkMFI6tKP5wKK%0w z#s2txS(i|jm~w8~OiSf~5dYw$T;+-?_CV%_G7EM}{DUX)pvhQJY^UD+hJcIHp(uPZ)4?1nfExtw_U?e1&U?4)&UGIoSL z4c>t_4kOA#9EK%n5kh3 z^#B*|p#{I>0Jk`(VL{dpw8xW*xhY-;HL^ntnj{m07V6ytZG}k9;+I7-UM!=@cu*bB z1FmG4vb%^3NW-eP{yLGi7#azZ3W$8Ws$+c>H@Yl z70R%QTFVN{jFDrVpWJArTS0{_*HdG0Z|Ehg#0Z8$=Ma_Q3qWA2@m)V<%z+%vklphZ&C? zh)&_ISRdCJuX2Bwkv!GcHG0t!iV)ym z!>{A9W1$Q3vQ(iPB0q2m>zuMsp)6vH!olkpKm3XXZjROHFBeI}eid|~?Ht)Dn_eTE zbNsCKdeUmH)}TkwpRDyrx5?hIjz-3E&lQlgG67UiMn28$u#nz~3_#Xm?#7j^I4=Yp z;JryV;%#SVBZJXa)@O(DoqY)G>}MrS`n7F=-c%EfESUBCo=(N{TSe0M``KC@hMj;t zMfC^ma*&0z9rY?|UB`33ieKoQ5xgBECBL104z^Bv`;MBGPhw9XW8pnUMCK9uePsy( zk=$>A#Rdj||Fd}Zpt}2ukYT#Z6WqO8U`6k=`>fPSNXRl)?b+oHYmn?s%&P}sRbC5> z{YSi+ndW+eSS2-0_v6hwgZttfp7=8KM>_|4;6B=iCvKehUC_e^L1*>cJQ5;Gj9x!4 zTZ>oooz~)|5A9iybwm79c8JCyn@IN<^TRT)_6;zpoM*kGy1$=o@Z`mS1M|Bb@OEvQ zI{{aAw*sv{6#0dxh8#P4;*ar^cF5;{-o9CCx@^aDf)@Cf#iyKa@91GSH})@Ui|{P8 zAq$DUI_yZrx>3~(X8U!aMcGKA4@SWqEI8J76I;YUs8)l`Ozi=iUC{~-%#bt-F}Uk69-9?bzNwsm(pV1kUY1$!&L{UyHPW4&|a zAz_6-E%L}aZGal1r_YwhkzBWfVl_hU!#DLP=v({nkY0Kko0{j;ujHC#rs_VBeV~2& zRLFsUdApUaNZ)q%AKXQh9(x?i{XtNNGW3-dP6nP(yH!~XCi!g z2PKxUc3~pdpay&=|G%16UbOfA zy>>Ly+16M5uC6UL!tmoZJgnTlPgt&V;f+P>=;nf-)!Ln;z$eiHgrHKCRoVLfE~2st+YLBLGjf}%%DjWAZB zwQ?@MiD;?M10X&_eB|9iY3N>4?NTEwSCM)v#5^mGwm)jfIm(*rC5nw={~&**la?A` zSa84$cqH9rwi9+u)=6n~Rf_@3)TKrk5vT8?#+tC>l?%ty6(dK7O)>p#v01gMJHj+l zN}QtAPWJHCHRrO&rA8QBr0AmZ6_*-etm?_5G%d2Wqt%wW7UEJP44uE!2t&3=%gaVu zYJ?G)S!#r_W5d~U>^~vvYPv6=->*cjQPw=6&%+0qm|63(c5VMmG*-u zH!@diwO+l{2%E=`_lJ-Nm2jI@rC5(2vTfJ(v(yNC7*J}nmEp2=aO?92plfASD${es zr*$u6Sgz_tT)NZ<)B5YUR!1Ly!M9yi36i#4{gF%=aJ?&=(iD+L`zgYsHqhT zVW|;@zRL<1ON}t{7gUjFOiPN*t7>jazNJRkPr0Hu95VIUvnqtvDcD<}-S72k{;RCv zz0?R>YJ@E{!ib^iL;&UCEj7ZVv*fYWm4~Phw$upA9b8^dCSP%Vb+e^L*is{m$o=uE z;<2k?sS!p^Jv@u0Mi{#;lphT(k?~4qIXbMZ5k?IAhg&18u0unW8fx`0GiNwIj_ext ztzr2-h)+J*oJvY<{UCBXsi354kNUe*{8BZutReMtsrW?}7Z&a3g>t^n`d_Lm=K5mr z;t!{S*X`ga;Pj+a-D0Q9?cgBoP}z?Cb00;OEo$A>wfIy`XqqL*Zc?Z%EAM*G82qft zT#``JdRcI_t8}$8jSTkr%3Rb})G44|Lw^)Ih1jF^YN~3nQ!8s~Az>H~bywJp$-ID{ zcGi+5C@GvZ36+;j6)hmpSJ`saEba@csk6#z3*?k)Q{tx7JIoXyRK~3?|AjDVNQYn zWr-T%jXS@A*<)4rl_Y(Rc0JGWei)taChT}#^)9aIj=XjIw5*-lTF|0}pUb{KY9U@P z^d^{6+YK7O-(c?Lu=Hcu_owO}uWH{Pki8L7Pdf;KuK8a!kodmk@HQGK9?#q%EGT3% z6(jgeZj3PlpOIbEO7yhA;3;ID+ElF|u#7~oHP&Y@_5Bm$L>AnOcd+vAmHyBP^^E8f z$!#ez&3R%kJU@r=43f|?;)`fsQnJ=mErb{^v)9<@MRJ==A>=C8bq{$UsMq^*EmgTA znd$v_^fM1@#dr;Ea+3ZYo*cCjY4Ki2I%dU;7@zSX3EcM6;$+$PCzwAfP)l96?ECw< z?)&?1#fp_BHLeW`$Jv^CRAd^~R9zo4SKd~CvZdDlCpIyy4vG&>&M|xFvfa6gpzEKg z-&|iCR6F+=gR5E+Ma?_}ii1}A-}$}c{{xmX7#qVYI9LCzqiGH>f+NpndTsu~~F zHW}Gi`$$hw%ldxA=i?P;SUEQ*-mAMl&Z&uYv&pFN2Nk4z2S)mryDzUy0 z-B8^Kzd{%UOSVyRewqm|x76rQE18~GL#tp}c14YM{5I9=mc_uXGR{k(UZpfYzOHO& zdzz}o&*-SO3O*QJUE@>!n%k)BFMHh6x2P|^cZ6eXJI=3h9(rAQ-TfM`oHU&kC9#)) z8gxpfQ|^uZP*bvMr9-V)x6~56f8x)91KPnhl;0|9_Q@jeMjdJKwQAd6jJU*K3zc3d zGiYbbEEtnU0*dDBKft`&t&8S`J-j*cx zvn$#q{-@Y?%RnBjh1IUsiGA~YJ8w~F{d8TWR~7BCJ>}2K(!^%~?xuHIC4$=5um=KE zLkG54TW`mIumUr=aGzm#ppfEThvqWBC(5hkZ#cIJ#TuUt^m=; z-sx*w`Tpg%9gbNQY}N3BKV6!rny z5&bSn0fp`qEe(nmb?}ek0SYPOb4tNZWYb@Q5o`@St!T?dx zw@2ht5PI5`Pl-&cPfg=(bU5+^nB6P)k;VP{iWkU+NeQU97?nBUe&~*I(xxpXq=c*l zv;**w)KV2<QIv3Sly|CfgGcK8ht4CFACt~3Afuy))BQOB#q}@4o#^>bS;|^ z`&atDoslBXY7@S2>vLnsD2CTH94`Zk$Y@oR=W4EsAT6^l^Iv1$U??R(LShWz^C6F9 zoLZFy>RC^qec(kYDSyG8rlDFsY0rX@p*7rlt8tM8*q~595X9@`+0AfAByST<%9&&@7I#Dn$d17(QiWn+ zR$g0rzMPlC>61D)hgsDCf-e_N`=&uqi778~{u8!>6>C zM^aoA&C`+@$B94N+GwL!IgU9lOaDM;$KjL89^zCy{9j`d49IU$-O<{Q&8LKEM_LRs zT1~k?D-UCizH5l4|0J3P+Ijw8TE6ECT#Dr2#hE6|xJx_*BYWvkz{ zbb40oZP^gaqxN*um!Fr6f*sh%h*b|gTLe>_^^rW!Nst2f>wMs83w7K;dQxMwJQ0-s zD`0&bPuTp6jj)LqoZNK1@NMnY_MWS#W9;K>;zh30e&9MeXU>O{T{o3W#-3y!l2dvL z&JaxPZ`?1^HYNB-CLG@vgf^jEc)*rV@oX#^C~!N6MI;eR_kNGUThi`dp`i&9&aq`Fr9dAxmsKTZ(_Z!_8(df9&^;@ zcy9gnm%(%LjbT=EitI}95*$0vO@2GuThC?l{@ROkzsGUhS%_-=cFtlGYTi^5)Nw>$ zskVt(0V}W0aC$q|*qk?-nH_UF3_98mYf3BVj1H|-`z5*ZsR&Q%_Fj|Zy5ETQr7P#g zk?;1}S9%q%4!>2a>C)>uG1{3k@;uQKPXZ!nvDC(`j(E%eRxUd!JpyC{p3W%09lRxcbCqQ$AaO6S{9l1*xFvl7k6`2* z8w%4kDX(UYBonqfw##Z8-ShD*1$}yC2J7u`=}@ptW>BtksBhhs&5f^aA50cX!UfAp zCqgJ|L@|=hZEoRnMC;EYvhqd9`I?Kt|NLqI5>viwVo)&DS|C>MC$Ty(UcH7VTMN#Z z9b0n7t)CiUk`cAh*QrOPUQ+_P-CClqvfSzjl&xW~I`#RrrZcwjM_jmGqnIC=l`BEE za)P`k`Py?(M0()Iep#X$$_r6Oj!t>!zI1-?uOrj78b+;t(MJ6~xrbi+CVq$y;0*UZ zUgS}W0z~CrKX$&7a+jcZSr;v46N8Fy)e`1m%t4+8{=r|02X9%oUP8VuC_~9$5^r%D z8F9|R2-4(9==#+HVPz!1tBH>b5j~b2WeV4`U#K~%B`7|3{1CNH51P@X-H_Dwam*iWO>{(0C%pnIX)1IbbDPp( zV(j>R!x6|DL)<-o8u|;ZB8e>QCAN>>4;1rhktAShJ3hPpT5i1?qXDbR_5mlzL%fAv z3fFsq?-h#3sH*fXGy%jV7sfIZio?H_KaE{7(qm*$60KzvSW`~}TFyw4mKWBH8E}^N zqBKa2`F6a!F=N`K_1=~QHjFCyMxGbXO222`oSqVA@Q$g_8YTDNNMA`K$%=Vgtd)-f zGlH2d7t6`yIc4U7Bild6*HnUHy_N#?d5sI`c@;oVnbWVjzNwZ?JDJ?`cO$p&)`@o_ z3r>69|D)i*8NN4yZnSokcr*nb#*>m(*MbU6Wv3%TseI|fBN;46u|xfI^aTC8^@Erp z+@Ec;W^}c*MlL$G{K=#CsP341h$M>@f%-VcF0KN0H?jbXE2>T-@hfdmcG1W_&Yx_&P?SRglwxBV}>=3QxZs z_qT#)KM1I_viMxd^W_efNNO#1u|w;`5aDwm>P%ap_EF&F+0i|6oq79%?hUO1NlNg} zUg?Vwtb6ieJh>H^#vU2(FuxWvx_&g?Ka};^OM$Vi$TYkebd&$tmwq#-Lc7|8O>m+W zPi0H{9LPQ^cPr%WheeuyP^8VrF<oDG99H*Z@Q~MA|y38Ot zT_~o_F3R^0W4^r)(!cL#R*mCU(Op=M>=}pS#IJ2M8d*Q$6XtJk4~zlHt>9nQKZVIx zk=@(s6;8#P^JuhgtbHlsfBB52xqmO%R(3l$Mce(u_Cdk?lR^Xkbu@0<`EVvS8`hh= z$p?WW^f{wq9N1@?D}SjN%J2M7?rh3WJI{ASor*WxZ*xzz`=5}02SGo1{x2gqe5S1{W<%nug-m5zuSt@sPB0=^mn{3>%D-jcTi0~`zim|6aF^$|MfrBkEEW-s(Yj7 zbnV4*FB}cSBJ6WeGrEOthxeB~U(22^EP6!|(4|ntz4+c+NRHTR4YT&9h$5u*jt!Q% z0z8-TN$=M}il+UKoowq9KS$BKWzW~L=j&qFPOWEa3bnO}jfQV;x^d)tCp0zIx7J4c zJP%sMV(hI;#ZK@j(EZDvFW{8x8^Bn;IWhwNUG{v*x(7}>M^^B%=WE&X)n>va&y2hn zM`JA6oV_xQ9&u&a^Od`dk?)_Ecz3R`33|wJtY2)Ayf@AE0;2O0ZrSryM=cdaB=)oH z`68}FR0pYl5I)qh=Zn=BNif@7Z9W>jSg-73zY#I3qhYqb+6Y(;>znb;vgfN_Ct$xg zYb%EVfAoy$a=gOb=8p9^$sJ6qbC9%Jk$qWnjkFt<(cIefvggav^wsYa)yl)N=LMwNJSjHXUDEpEG>wh`+Qls1?RnyPxlPW6{dv>c}9r$2f=5 zk&D&-15YKdyeytuzx`$KoIGim&0!vDH7D24w0ml@z4aOTUO^^ari?+?=y-7odC^&j zYW;T3ViRhvqsy$6&v}@2YztVb?Pbr`vgd2r^X05>Vg<{dFV^+Y7HtgIan-S%Z`tLi z#yX~tzRr2UDFNMXE%R4<#<_dtam)aF5UgT*6A$9A_8cyIzO;6h*;U>hfJBsa)JBWs zzj!ChvgeDH$7RpgvggZw<+A5%+4F_IV(;3|WzQFx_RF3xpU|=F`C9gTu?N?C!mu}& zJzw||yO9&(y=TjwuOGsmuiSH$pZb%u{GHuY?fx#ldyiGVKeuCR{S)<@>-Tr*G%d~- z4LE;*tPB2Nm-Sy5SKDvUjAM$L{-`Lg)cydz$c zzR4c#eN(Z4XeK@84y>Jk6MJ2+l@{u}3HImy?|28;;q%>!zuL17+*HR1D7{(6&c2y* zadHCn8MFg+!NG!qpEnQL~9J?R#@OGRdv>%_f16dh(l1JX1WNE=}x4O!UPNzZY&{mr-$-9gf>5z36vJx=o z{dpAviRelfoT#H37}!MHae5eSAZzG{XcKadU4EQE#&@0jjhw}T(k>`^R@~03X5Rhn zR``Cm$W@(gqV+vp^@@-746?q?{FKAP-fC4Vpzo}L!s?3Q9!n$a^mw@v6_qX&PW2vWF!kcRx*i{|gSTEK91j*;!g zUDfwwoV9%nS6n~3NA(n{KruF1;n>ZojnixJTx)B5FRX9Qm!LXWtsniYPG{8_64cB= z=Svf64A|w2T9pII0K=OB2D{~Hbg5*{=keT`_+>Q*y@|Hw?a_1SSI<15PVE@tIbIEt zE>)#2R@Ag^%(&i(Z(2>NM>Os~D`-*ih4-xQA4f}u19#fFO!4Y^D9o1?%YJ0SVz#+{ zY|P~_G$)=@V!5`RG*)o;X*{ETIX#t6QxCAGD(wOv%@=#>>oNx@3A=Bnz(TeLx}1tv z*eidIUv`UQXQ;j&b<-Y9u5wOEZIf_bBlD}d6KK<4ZRJcyk}ImR>{LZA=>pzecd9Vd z0Y-h=#1xyWxOB>mx1%j%R{H{vKLR+I*=9>%|62S=GCYjY!ZG0Wv*0Rlf)tE=Kbp8Ug2dtY}7Ms`s9}W~`CedjlF= zANe1G^No07`-DfA@{Kw2Zfz&Niug(Ln0?}%f){0rK0SetnfXfEMarn~zWZ~E8KZFa zm!cs&TaO*NX?mXaqKLD0Y0?8RVeoLjNJ*%iafsKH!)iIXE?(rb?3445i^4Hu1cyF5 z7QC8k(K0U{p}AeCN;0UW=DuDlJRwOtZ$Zsd%zjV>vdFMyHq0k!hql`hSbj`L;>eSq zFy$tni+_Ayyq8=7zA|#A2s*XZ#4&=bqy3CYzKvyp_?hvFX5e6FET+_3?M1vFZ`XAu zJW}P5a}NmhwvR^E&z_Y|V2j)`1eoEo!WURe$nwQ!f|q`5K9l%=Gp~t?l;|e;25=Ts zpl?tU-_ut`E}bb9)B2`d-zjnpZh(*4N^YwCiv%567rm#e+DEB%SNWSs`@QFh{<9sz z3~K9Qp3i^)5+|kQI-YLN=}2C-)-iX{Vr>stVjvL|2|-q(3s^0{rolq6WrKvzwrknW zyY+hBL5$wjJkQ5F??!vbBS{Oi4cOX?U+M^h6KoXfxY8;!=Nw6ExVnBj^dO7CFaguh z3Os^mjcvt{;;GN=+yd4Jkj2l~nwvuZxAFbYA%?49`jVXOgg z+Rs6}d!w{*5N|Sf^xoBYpEKr(Y{)aX5&xkjtQUIcd{Sn?T-C;?uC^i-tTB76j$Z&D z=0M-*Gkj01KhuRQNnkImd=tGv`x*`Zla^fpAlGhy2@pi?B7vwB&Tb{Or**A%2RFDD zhfF<{lQB+tG+L<=PjMB^_f@pYSZY1kdyHoSmhzo618lTkonQwJHn8j)>tguk=@H#w zVID*eA3Z-wgmDUnKy~VAa*q}Ivr#1*Jn8dRe5Vq*A{_N6Fx^+!+zN~^uB@)D2!bk_ ztN*Ov&p7HRzy~pUQ4W&8_@-)i{~SF7OK{9{ssY}%wYsu6-09t)&>vPQ*r2t)McZfM z_gQ>GR9+t=c4aI3dfnZ15{bRW+gZ3IV)pUxb$3b*H7WRU3geCd-J-3uOrqRGP1-Q*NQ zM6@&24P@WYv$O%+dpFwBOziF7Do{aoAvKT&x#FJ{(Sc_A(rsOIX9B%=E%VF`L$16T zznlo*tMA9SY9He;#;Wz^Is&RS^sN1k4j=|83kDkj=yG)`oq*p~S-s7A=Lbb+10~06 z_Tz1^m|0yTS%-#)B8jlLR=e8gZ_hQllR0hqsjZyeew%x$&3prrz_GTzq$RadovqaG z<<*OC6Xe-F2wje)#d>4iC(=SaCLGp%!g@m5!vP~}PFWDk6Si&_c)*!y?Jw|H z;IT-DlnzTK1sQ_)s`iSOObTopEE+7LjD4(%Z1wT1+SV~#mrRN!lLB9#c-M>Ma`4uY zNrB%Ae_{bInG|@R#9@f_E}0a>FYQ~V++H#%@XQ@&A>#RFKNHFVUHNkL>6Scqm=k6SV+*dM!OpTBCK zY00E`648Hj`;tkqWKu}~950jNy;$LTUGd@9)z7kCvPA!v)iSMVFFd!b{VZ!gx%RW@ zhM%);$Q+H;pPX&e|5rv%pGV@FO;kLnGeX+Dj&+pRXNss66FE4%shrot@T!S`<3}kX zPVOCfG#M3U*9?1P$n$y-JN@b?Akk7;iI3wMP*XVrb(_BX5AHHA9!JJ zF5~{?as=Z%OP zLaRifi5`+YuYBIyk+rZaPn1jPVk~f@iYsg7#j}CSLdLc#AR5pAzA`XIBF7DDu1z_R;1p ze@D%PiL_-VAAP)8u%%4)1&cpkEP_G*tkxh< z2l=by9w5tE9n2lKzw6`zEVE_sd##nJ4zNlyJ@Hq z%+6%^vX(52E2Rp#pn3Nf&t(ozJd2i)DC}xL_x8O#jXTPZ{_MmD(F&0KFs>;lnOsvU zA|Z>2ezQvwx#2w=dWt$RJi&WkPVRB%LF|lw5_j5h>+N&V2X=^m+FbdqsP=Lv?tKz( zv*#qo#XD_2`|3Ra?X!LEJ9z71gH*PTYO~xK^Vt}S{*&eYc8m^Ng_hO?Z4gEmR(g)%LD(Bpd3NZ&UesmrqyjLinwFa%x!EM@?;hHL+{h0^oq`Y5WQ}lpxy*p zRCs1Lo$lFos5O>G%Ue(szgxlUk771=gM!oMxLTx0=0ETpoVr@e>#6$h$og-y%G+=G ze0#mM_AkX)>RfNbvCcH`{w@_n^rMVqDzZSyUy0MUElxTie0#^{pz^( z>#|=J@y0`S72$Km$5s7WJe5387Qfk5A>{oiqODv!dq{1TUha@3`k^z6bppXow3abG zWe;a$B4YB(N6#m;T}NZ|l&XC8W5s7~X|Atki04at z{3VtyIuhQQg|Tb6n08$a<3YgsUd+Z7Br`^!90$!)QE1lo($iNhTeqjaRKW$@dL@YK zjvNrfgX$Pdwp+)>Ma9fV`@e}uK#z6xQzAn3dejv2s;vX;6b;~M`gKLfwgpC;m14kq zQmJa$aJQ#GN7{)QDh{V!m^Xb*=^rZAngU#^z1CFOa=x=ic`JDQX8fc)saGP1)F(v= z`arX-h(fhsttC8+d#(hz6L74nJWMOgQcZ%oD`2Rnm{mO>vqU+3dJqt-YnXbE5z$-X zI@-I=$^?}~g=;KYD7WH|G1sw&J23!jo55zwU*LV{o!m#wYuU{UPVtB%C45@aq#_a zk%VX(;^5|3MZmu)Tr22+6)H^eAGj)R-^+6_G1i1T1?#3p%kf?#)^9tW%J|UUCx`83QF{xQ8FL4lUFNjsigpH%FTvkNXq#UOl{ z!{8Xnb7t@AYo;&yY1gErlgxQpaZXxhTwjg(GcW1L-r{pxo5(`&bQt5LJvgnFA<~mT z0=~+u3FZg<=45cv5p$qLNkjA;76h0{>5^2IG&+(uNSB?Ejgm~rC9Ez}^&5p=%^ilo z&FC*JW#(FI`Z>7u99fEWfux zBG=NmfBJ5jBl=~xaKgEG`a<{^+woJ+ToeT*vla#ZfHB`i-^#zySzzJ@EM--^JA6*P zHAhZIdp77@G@tnE{T02Hqh^*DO8v3D_@86O69QH#AHl9<2UY#Bf5n$M4`>D0Pw}#z z$F;hZ{kPh#rmBD3hGwK^Xjl10t!}Z_5!a6-T&okHE>>od2=GzPdaMPRGcz?!k7ukk zacRfIh$|z|i)i$E(9X1lr*XC3`Bl$CkXKF&(70Z(k>fE(O4roTdn2Cic`4tk`$*X% zZwE<%%<-6OEr_kY&e%bq!J-Q)*LDb~J$Vy~;t6`4U5xsw$x1t)8%k*uc%ACeFo+0PkbGXumut@09pT&-IfEf}#)Vot5Imo)O!Otqc|CP<=(VF3f<-^PkLI)l%6`L>^H zOX+UF=F@lwj(xXK->MeQ1(jlhBgtvS*c?e1OZekR%dtcmaj~8RVumzzF=bzjsX=3X z9I#=o(DI++7h70x-U%rDD)ba>!kb8c)7~h)G_~QNY4}NTf!2ttf(1Se~w5xg!2ukMA0mnVG~ z5Oo`jH|2(Ba~#@$hZEa#aH^%h@T&KS>Hu+NYbYjWSgwN&&(%7OK9cs0_1@lsvn6}i zW4-3$8vA5cC3kYikdsv@9R|K_*%^zr?xfG^2u`gx41vD?)f!`St>E_idGs>=QjsVZ zkK)hM`0TZSIDDFMS*%Frrsysb&VA)vz`Sxdu`1DElFxWf!p^6SguEG0ydK;)jRWaC z4zy}ZIT^KRBTO|FCeGYG@@2KPYIvj^7`=g|igj%}^~#aP!=qQsJE2mK2xu`AuxuYx zk%&#`d@SA6e$C_JJ7Xp1KB8b*A!)Nf(T7LUqn$Yr$+ZKwKDN!|R{)($L0NmnTe(=| zdmZygJDGSfayO}|=5)(No*=7wPR=7~pcE_%{>z_9Xh@RCzxgo6HfJqeh&$G=tE?r~ z_uq?Nw!(_!WKLFe+L~*d`i;Z^Yq`?e#^^=k&TzL)0XN!e!PaOw)40cCAnKFzTIG9A zV|9P%_=cW73;p&*#RrDLUi4xe+EdWT&$|?wOD8&RM-E-i^f(&IK5JrYq!U)fb85OD z)ATe;Q5It@Pwa6(`FIw{)tr&BQR{)^0U~4?fBJf&*p@c1iLE7MFCaSK5MH|o~lno!>kIy41G4?c=@9}u&N=Q-BPVHxmTUV7e`7!2%b?4;dct(;pr3045 z*nYhmFv$3be99XECG?`CFPya#*52*VWAIw-Ap=jaJU#!$>q5}pe*9wJSwE_m%W)O2 zfHsH$s1_C;#pU7+2p;~X6~TjmCZ2-t>05j6ts;vLLie97&-$*vb2dA0vo3=Q(C%ro zTORpziGG&M>3Ylu-ET}y=~y-r)ZEMK5mte<@gQGe#CsWm%4~4f7LF^II8zqMRKub7 zJDH_oKITYy`fz}v#NZTu^-6MW6{5$aqiTB575++I8G7=&vd4NYYb>#hBeyVzE5{cy za&s6o2S1G4?ISO}RaHwts?eLiQxdN7p&Uo|s5ha6+NxM*O9(^YXO%4>zMi+LMxz3^ zKAkJ)I;HwHN(4r+yP@bgsb?8xONiJ%9P>2n0>^HUAw*}flc6m1N%Gzt?&&pYO;IUi z;-`h*d+DQShNZ;iA|*1ag(XYe6AYN9Y6uc}8*wb!QXDF3A;JMvph8)aZQPtuW<7kY zjj7$oyx3>JE*VAxX0V@`n_wq@ViY&}yga3Mm=V3RyCiw9<@PoPBkM=BrFb-_4Yg8S z(8&`EB?okRjx0)K4|{9Qh1^0fz8zyg3Ik(Fh&hZV<(Y$^2BfzmA0w$N+O4UcISNKC z*09knStOIv-s3wGKQ#xqy;!_}d`j1luVBf2O1tD*gDGHM4t*0NL@z<L!rHI%S2=LTjuHHG~uDny{Pw}DY`{I z%#D~I5=^_wbiOtkvbDvPn{#+%?a=o0o#`miDCBEE5t-e$X%1oij_KF$z8&Mf7Lo}0 z)aHvo4Zn+Pa09e}egTW{Tbprb@5|mr-Cv*8m!tPch$UcIqQm9iK;7^gxMS@XD1BOG zHT}8hY4J?vA38dAIW#+aJpVaB z0)>_r!95!L!N#MyS!RXQ(#*u={d{Vxk`V)QNn75-{-9@_nGQYm?;9REJLsQduOG8! zKPVQG^yR2$S_LB43bfF0@+f50NCMc}qtB1ad2pO62BkcV|0m;}wD64QscvIFe~Vw< z(CD!+!L{1(n@BpS0g1*FKt@s@UVU2N;MUoJ`n1fF`M+^ArZ{#ffxy7_)R*&J@n|M32FBx8)Q|Nmo!Z6hEDbrq-co>>A*JSWZaITbl;w33`~Ko*GHbDLrWv;Q z%2-PDtZeGc%T=$)P)X31o0M%k&9xN{kq;S@k}Pi5%!X|lkwZ1mr$lg_630zI<(#EeRyZF~}$|UDZUJtn8 z-;Hg{I(zp*p=OW2hWJ59Bd86$3rp~jB!;YhAOJnrS=Qnb$3vB0N8F zD0!{6NdC{tm6`t=W2|F$&|pnLIg>g0hEz++uIa0Vh$vtV^5>%s)BnYa(mk(QKh-fz z>mEb%AoNO}5=vZZge$K%NvaavNW2(xbMsw2kG%p5<#J$Uu=fU^IUyvd)KMk(h*V<5 z9!t*t8dgeXb*dHM1ik5LtWNSirnKPr%FE$*^?d6cP?rZ|*bgp8G8sQ@&J@xb?F{bW z7Ni3BLXWV9XNutb&D8cpOPIa2Vvdk3Q{E+tbGLf`-vSd*ifTa}9?8OaT2IfTw=7I= ztwhJR(n-*+(ZX!R8FL(=lOFI>7rzo|idINl$@KEW@hhRS)`Nsbr@m(Dv&FAm{L00z z%#54)T$0)g>itUOdF#O;TWkCKhvHc>E^Dmbx5Ve_cL-qzvI|~2ysVXe+McIv9p)}r z&3T-!&)KGcWt%etT~X2YxAqiIHpw86l@Dbpa;G+&V~rohs)0w{ zwpr6O9)iZiC*`qZ1U{|Igo*HMO7Fc$yd0>5n7O06tOle9cK+yzd-2~8tncp)?i&kz zZ^~^Vt|QN{Zo3^t?G;Tmj(jRX3%Ip<5*R~!8ZY;AwW5WreNn?5nAV&L2jvQ&RzBoy z;imyL`CX1)&BtD>9qf&Zq7*Y^OhmAi+wf_O*W>wflam1*7_z;@YGpJ}3Tn#j2ghyn z;H~gz#aqNlfz_O}+z!h0T7LS7+p${I=8GT|wDQ8}p%m}*RoCdtTZwz6P=A~I0? zP_K7_w>fxbL}2`c=t}Vsx6hb}D2%CZMA=E5veb~CP#RK$&p;VDpZfq+2_jeWnHk=n zXr+#f0LjF&d~wCLh!;a8#JL{EGjm!6{Jmc=2gOn&g4rc4<-EZzGOvwLn3BL7+_-y$ zHO4F+KyE*YZ@>{rXzV+iQmZqYXh1R+4dMEE(a9z~B9qAAWR1xqo`+4{UymU}T~z-p z>}{m8FwkQ+<*DfTjfg|P7pnninw=B>5nE_wHedC-LBvDP7;~1``nV>f1Wo!ee&NL>8 z0DZP{h`AjG-D%#(xBuGKrc&>qlX`VbPr9hrBndy(1Edv|X=Rz*>#2I@MXz1jRV?&W zZ9yobTs8q~Vd@7;dl{W&>&`mqM!_eLdK5och2K;e0*c`7bke-8+>la`Rbq2tZ2{aW zbSb;{YJ9fc%WnRx_kb3FV|vZ86VH#W4fiHFlX830{!Sgu6Fay4nb#Tz0U=q1$UtPM z;W&OryJ>F}*=w#q3SclYA|NK(N^`_U)*0-mF`$M{L) zRKZq;bY`ljeBD&C%1+osil!z^ z32LiJGZsfvF+I7SdCXfedZU()W2!JE9A7?;vCzu7MQWl+WaWQXQge*g3x!ssGjb(G zRy=+k_Cv2NWQC$jw4%CR3&WwmjBG11uh})s+U}h7X04Pqk@<5@s!ruc+GgCNjwQU` z&IB&OlULO**_!VAMJ$c!90fmFt@HC;J7t+_`d{wdryhF!zc4qopH_AM;%LF|yi*B`LkubCT zHTlU1?0{nXWJzvoom zuY0JUKlR+Q@Ql7Kwy^B)dHGZO$g)saX}unFfxd2ihdB>}Y!GxFu}7p5d8?d9Bu`v% zt=38aFSh342DIzg!hp;6cTQ)YlfkYA$~7!N!Ee1kL{CpJ<_$03Gh74xq1TIqxa6LT&3(4p+ z@y56XLA6$#F{I>7aVxWm~oK=7+*<(;T``yirF zw_*Kg`H6ZZ2`1`0t*4{2Y?X`IOKjY_VoW^q_-q?#i--*33=VD}c zPW*fL$y9E=7?o)EPy8l&`Bk*_Ag(_O*!*YA|F~2O_bgP~O6J!~wLfo)JubbXPZoMz z==J-Ou=Sq(&FljCH^;RLY|FNmSZy(+MdoM6RuOS_xMqEU2mQQ9+Mmqtpb+I*Tt&A=Beza6)OurY;v0_7g z;(Cu9BV@#~=VWi=d9wy2pIebDNBH0-`tx1^&475i>~po|r^!K8E1$=EWbne5ABRn- zdcxR>JdwK(v9qx~?dcI2$T?17Qgbzs5v&ZH?*6Izb zHgQ9**yUNfkrkXLWhWC)f-8IM*vzb_fM!nV`3ehU~NG1X^;Db-cj2%;ln%<5UnFF)aOc*Qq6=Yp8cdh=) zM`9gOEwQRFrWoF+;gIX#V1aq?F4V98&?w#xBlEc@cqunxooLnvJP=h=nI2^-`E zn{xjezJscSvjZ|uvjF4l8iQi#1)0X4HGD~Sp@_o|;+Y$9r#`P?H?DzG?O728+$i{C zO`NKQK4W1gp2Wifv&;uSFL(T@>J!mw*0bQlJ24}62A(Rt@5fcf#;i_;Ps2!jz9xJG zJXo(JlE?1J?Xnk+Ru1AVxsj(?yRlBz)4x0M`@kVplMcg|o1Zm%76qTH z0S~ATs(>&0wK2!B7=b89an(9Is^249(?eVPHgjS&I|~Ef8E#}0-~>K9j1fb@+OsO& zA%>xyq@wi}f7m=|5b>b!p6~IU$cx@V#=AC#IE+4toFFY~NbyaP8Tc-BK*5Q{$iLDJRujDbX1wFtSMAp=2R@|}-fVZcojPJ+W%>0{J?LnG=LF&gREin`1ug+$= z6`y<#(>uYPITWj=mz=G^T?g?`G-fDXITiLQ; zMRpTX2#8@L$jjxEY&&wRfaKgNT)lghQKxQ0%D_3;qV!766h54nP)=cZs+~xhKeO|$wtx;#Wnb&PW(GzkgX-8I!VI%8+@hT3&jL=0nGFckp zY(^$Jcl<+b3qtY<b4UNsYtn`N*BSIi6Nc*K^Unn;L?I!(hn6~jEOU;zD zqRYDHgpR2iT(ExbnV2fp(;Zp`=wQz|Cc(VW)5Jiy2F=6sd{g9rH#jTh)A*52r>8!% zp89mkFG+2HPDnbD-G$5%J~bNQ66*JklZR!5J#HDZo-jw)ey&GDo8lmzmxTc|c?KK; zE9cBl>4$g7!?UfWD3BsA;Jb!&KY!>1N);BQ*M%kEr;*bVXE=&p66W9le7gP3U}+AO zha*WNEliJf9e7hT^qAP`Au8?!YQj68;N})i3E`S*B?By51OsUf;FhzK$1|0&Z6Ca$ zQ9$d+^*M<*wI?(STZ%rT7QKMIL{1jgFc#pS0uMwgu_<;#-^d1}C(egKw@TuHFKCES zDK`^%f2koV6`UK%4X|NLvGESu4!v=X1(|4l!`r8& z>ABeQhtHRhWefE?$NikGkmq2#pRBusfSXW#e#`kp?| z->@_vA zoz+2VVahI6RZLresa5qR(QJEFX!519rt2SK&&bzVDr?r>V@3@6)gEkx!(s<`T~D#f z+83MJ`u5uADzT-k9MNz+GU&Iqiissq<6Cwr{%Y?R;qS1bBFl9=e)&X8WzF380FH^& z$YVf))cYgw1dvliB8YkbclJvY2UN~C_GOJHwY5~%%$QozyzK+W{}fBo8Z|b<*CFk_ z8>D}RSo#~4umAV>z8fnR?EbKi2X^?zYRKOLb9H5eQ}MRjc7?|4(I@e(@tzFYwtu)( z))ZZ@lW$11)XH;p1k>XjL!K2aLw>2O356ol>&!BpnhHMwCp1**#nse(I zsr`seO?BRWT&-i6%ZUy670!Z0`B zV#8dOxz%0`5#;uX-cLfBWd`~8cV+|QvJKPwmdKB#vL=3$RuITyGbtXIu=eTD>a6 zTFp{f)3Tt>9RV`Vy(5Fc5U!&;iuj-dm4E2GJEGKWEl+175;;vRyh(pOhOA?eH+&{< zH)F0Xb~D<`=!w}bl{Mv~NCE@fQSRYVS(6nNR#)m(tfjK%Qdtw3lN!h}ajbPxX4W>A zc&^n$Sg!j)anKyLm$ElUPqLoWS{2S(t-U4ZMSHcF-SzOfZ7L)-l5(l6Ikxz0?Hyk} zj7<;2UUSb=J(H!fCZ5}qz=I*b z8sfFYmhXZ6xcZ$MOTsJf=xyktk4p8c*vGZS#G<$7Yn^ACTL$1EA_bbi+}F) zO4WqpP%QSv@hR3G$Gn%asohJQy|$beNlldH_>{j?)>QqB!=QdVC{`AMBfgZprjf*k z`b7Qg2WQ<#Ye(!06D2N{HIc!t9y*0d9dk%nvr0oQ9nlT!tfjIhan#i^ac*S`_<8?3 z)`w`C_I@mtHQAfHRMupV_hCpQ<@0z)q3R^L-qq`@tNC?EyRW1A8B|H!5AM}ysH#a# zr=^yrc&)`47JFu@fVs@wGIDcHIXZ^)Y7D89`&AW;nr0N@e=CX^^6KEwKP?cGU*Q5l1Jvu{*3!6 zqLuY!@~x$oW@h}>5M63%BHNZ)n%hxj)Te(Q9%%u^B+13_jtS+OF10jWHMfr6Zl+Vw zgsjga!?aeh)YAMR*3!&6mHEjvdi(#=x|zhtUBNQnKW?qe`uS{SRozVLb)Jt3|66fd z5|$k2V4aOCMC@;eHAbziv@L8E+9F}S{#o%lRQH%@CsAZhsLr(_YE7gSgI4j*KWW?a z?TA6sU%t!JP(B*SmD0CQ{GrrNIvpcD9pn9D+_#;I#q>?w&A8$HVnuxu5pLq#*aGU6 zo>+6CO70gS&$YI)GgGto)bqWff=8d7>;9(IY}+WJ))QU%6+6UlV*9FQ^3*a1F0x{> zHEfnqF0mnz6_@9#5NBIhl0ZX{8OtS&jXcq;jjZftbRoN{Xao7y(t_ugIE5bY6b{N8 zNnJcyM^I(q*5~7S*SzQG3~Xx~-qu@qE7Tj-9^b14ey*p_uGFN*w5nzA{L}W$7?<{Z zzZ;+E|FdZ6AGh(5viA7@*dFb)z7@0tRG^ZpF$OBlW2=KLMV-^rp}l%1_|d~a=aoZ!jNLER3mfyK$tN=;a^6NZKP$l$}(_T?tK%NDX@O~AxnXHjH?6ek}o&^eu!(wlY;$iT5M~X>*0SSVn>>9((8ztGSYF>guUUHdBe7j1cQ{|}-i;(gWDi!7J#%LAI@ zxa5IVGN<)$$N)ZlbTXjj+@-jJ)YA@Utyt7MezKpoEo@$RruUX~HZ$u$$T@ODTK?k1 z;OlV;BizsG!<;Sd^Qp|2iDTMxoEdMGvD=>-duoOuV>XAax47h|PG>y_Lyh!t^wDzf zlwYAxpE<&wGb+&mO?-#s^^_Ba8PXHJ!Ediu+?W@=aDp|S3$2YLBQXZra7~>bnye7S zYw9yy+Ow9QG$&Vg%KSc!IYQG!2#Aj;Q|!u-ew63*Dy7fkz{pS0Z!*`sn6=YV=puQ3 z+>(c!YGN!?Tc)Od_U&U~E^_MC%BjUdvbFN+y|P|TakejUs>|i?mGGL*Kew2^Ya6Nd zE2Il;{cx_}z0fk8DS^L1^i|Px`B6VkOKKk0X-gRbn^;vo-7~%TI&xb}s@lrJY9g*p zRR&HH?<*Isg8eE(5R+-V-OEpGB4XI1CANC=|=t@A!!LNcE~1XEx(mv!f7e zl{2Cw8Hvl`W3mcJ^+>Pm=H3iWzGYSONoY%;cX$+qBEOhAsZ=q?`&1QLRX?IH?x|&- zV|9&HGoP4*9}5Tg%pXO$&NV%7E;_Ta>=rLtYqZ*(o)Q|pl&fLk_gQDX6Qc(f_hX&0 z_quy1G50$$8hmj@Op&o#rKC+oOQ;*o+(x5wTtM%+)+~Eyyk|C{?olRY@%ou1KC|q7EqbBNY*r~Dhv^ex?Z*_ zw$}Z&nMur!n3MTN77X}!5?5IZfbKjCAcnQU%C%xeio}6kQG~`kf`P{cuh#7tu0206 zvdyFh77Af8eu_I!{)-_kJ@cSvlq~_?`JDEnavIcjmW> zA_O|fE7-;3~_|KSjW3`17 z%8{bVY=aiQE~7+Zl6wFzOtVeA6P=tmoHoapz`*t zfYq`R9K77Ps6WiA5fDM@;62q<0)dKTSW=ofLh_q8;n0*ybF%@CL`UFaI2+!QT;vK6 zlw^ie1R>6EH?^m1MRI>0zqCNVJI~=s?i4bGIYDP=Ohzf~3~d|o*;~p`XjHk8hcOoM zZ>!;D4QT$B^x`j0%{YH_uExEJU+_;-*N^GdJc5K;$0cOBJ&aNEoW@a8J9H|kC7MEi zGv|B7pPox%Bcu!2}Cg{E196m27s*{%I<*iPW2ws#mq3rW=oK{CA^ z7^3DMRKs|$AC0zMS9Yu(j+v7njGdKbxX_k>G%eSV6HuGv2=e6Vb69;GZ=ne}pQE+- zfRDJWZhJZ(d&J1!!;mQZF)wNFON9cMm269_OXxlG7mW{Df{N{fVV^%*Q@-Re+~O=M zIHtGeYpSTLD^9I1Hkj^n6^qO%hD<*trep`LT?2@8DyV z?(gM<GNfwD>Piop;+VCyyDW4G&DZp649vqM0+@wkEm@^&nPK>L}&Hfpeo?%3=fUb z7P`0vUgGRis0`f7(&(*yb9B!Krg-K!Jt-iiAXbKYpXXy!7Ej1V0%Idtx)U(pKJm-= zeKUNOizQP@vMyKDSJCihv|ig4sk!Or)96_;-_)b|BXev`L9rTB`%GP93T=rODGRoR zCC?!Tpl~cPB)hn{UfDMdy;W%F@JN?xG<8pI8;$a(LjT5xC>Dr3eJ%}?mq&H9;4h?v zv#yO->AjDOAa(fh1uC*w9uCX)8R4o}R>;P_B4J-crjO z>!L`%dESrWNUW7CktF2S5=pWgyjo;DS~jKLcNIxWdQ>bar3@Z`M!PB+FQA9_(&Ycah8@;|;Rx0rp zuz%d{xf84^5n&y#Kqj`@sJ>!1;FYyQXWoqR5$%U7cBPyFu&p?f{1-*bpa){}c-lQ3 zIEtxQBk*B0YF$jFjn)A_pL?ryBi2-iUwJfH9U$ioq(*fbGGfUpo@17do%b}=SFd0O zU@~L#{S#v=^~18_2K=^T)$dy5E%aWWAXP^?>s2i2Aw5GpQ!wW$F-Ri5L_CF0#SvTX z<(-V{^Oo%9j0V@y>ixJ2#`}s0)K;iv0EI5$D3`oiHmk$cWc$Lrvnmg{yRW+b1=<7FJI z;HX9iD+ACQG|gV(_8e)xKP@YLiTNKVM?#;#;>EF$Fk3IZHo-wH4}UILSmYurq0+aq z1X%e#j$X9pn(754G1aH|tEw#L%jXN_@5S<$T`=d%T{5tzW7(X>*UR_4X#dA%+59-A zyXXmcYZXv-#3JWkOxteG1O0lmbnQGgYEJ+8NPNdH5IJ4Bz`>d z9({5nw43sIWI6U6LY=_g2VDicP|4&sX=b?_=jy?-0mTNoVAZ^ibNwL!dv?2mQPhJJsQA`L`OT389{_Tc4(+MCZv zlCrbJ^$h^Wpt^HQF`$M+l7r9>h_v@sq?RcN-z|O??gO;>Q1IqE9HA`4k70Xx#)Lmx@)v+Wp zy|rINdjR1ZWLI*t>h1TjL{nk%PEx%0@W{?$RE}CgmD*WJUEY%sbG;qAh~9}P9o2pE z8-CF^Hio3UdX&w_-bZ3Lw_AAm~x&w5+13Sdq>Hb_r4^g+iv_I zEy?`9apH}m7LdTaYl)>1Lr0l0$u;H*1`eXtk0Q%b@S@#c#qZg2%3eEm-=lIKXYc`4 zVS_i`k6w9#m^tT_N$(QLMhYtn6pUzG_S5Ir6{+`3PdbT;2!HN8q&4RSE1IpWIGP$L}BGs&<~_fB55W(AJIkdo!S!>pXS8Uf&g5s0Gnt zHnVcuXiCiiZF^WU=zonDIV+AP4$uC)8-crAyYN$R3{XqU!nDN`in>on0KR@3cggep zFg{~Ze-*Kt#L&3{ciAF5<9mDMx}L}809#NB(!#b2&-)&@ps8X45`aA+EXYT^VxZRNDwG$+8S~N>ujuBq@83R@>E-G6g{oo#k7sy z)!0n=u7M9#c*Tpn*fY_aIeRN&divFs5w|gR=E4YC*dT3l7h1iJWcaMx(IKd~9cyD% z!tZxRt&*zfPWtp2GJF=7=q+?85MmDf-X!+X-#5iP0kH*YX%c@|>B@Nh(L$-wm7RouKyowDbJ)skq*Ln|rE0@d3_});oyVvGWeg z087$mJY*~NdoS~O)!7o*6*^m@p84v}t{qRM0#_Jnulbw*kDeUe+w?iVJNIAh%-x;4 zUiaR%FugOqveZv$^>}M*AiFGSWD}yH9RnHZfmPlEt@S&nB?a;6Xdl_|IOr1zA_*qh zzSK|AjxFlAF7;EE`YBXh!VTABwePboWJ~BelhHoH!7(TI#2O0al-|=xPsAQOBiz zO1lEGshwNfDL@#`z`|A(vG?(@t?OJ0c%zL`%KldNhE_0$++oR!gKY2Qb4&e{K6b7( zgQb3oX=RBZX&v`ra9h#_I%=t(;uW+$Zs2G_Un2|qU|Knvs5~)VR@;_Jyige{dYOZf zm89Exmfv3_DQiI}mXxdYOEd{NK{h5)D?A2tIiHE5D}z$HSlS&qveZw(#$M{D)HyW7 zO;u+o*Ino1u63r)*hXI}^1_MO*BO&;SGUpaXrk}BBCq$eFZENLBf3=OeYI724?~tJ zUjv!CROfBw>JnXgb=7$-%a-~n_LfauTBRgTym^J*rG5(8SxfyC@4li=_%|WHiMM7( z&m4t~_L=2g#oPz22z|fb4LZd#%GiAW#CV;4sh>i`7HzxKPf=94k5EH5OZ}7|UPU8( z?xlXpA{WV5-;Zbm8QkATU8&Sj&huggZ1cKe)?CvZ*rk4ocC@gLKEKD3crz=6?4}}W z>DWCMY+cLm$0XeqVcm=IlMm*RFZEL#^-gPr%*8^>!(mn zWzGvc9ebCFK$1f^Uq8iFIbOU*%IT;ZFjs>GTx?!HMKxo7Ut}UN%~iV_q1yITSgx>p z`BA)?`8L#9@VXi?gT96eGWz4N?%oJE$)j=|6;|?f))i8kx+%zNB8EtB#SUFPf^XC@ z;dI@nFIXw%(oy{oV}x1}?}yaKu78zvQt0Q0Unk`cvGbDH?3=Ooj=Cdtot6)xVuf>V zRa4_X0#4fD2Ho_PztEkmruHXfD=&~Yz$`m$?L+TG@4H96_h$)by%=9WS#4}Vc zfjud%L{Vd~uX5vF`-ljUd`9OicKK-iSpC*`me>#8slL>kF~8=Hgf{v#&g)JLXqPlH z;HOk?##Jub=)$TRGt`Vx)bGhrO^Bu53_B|3(-dv6m+3{&J{rIcVWUZL|(Ceyg7g3@)0MWjCyQ}kbA`i-Onn)H^p|rQlw^5y;Isx{##h5M2WG1 z$Z2N9Kr2UJdq1ucZO58Hny3~MHZSk9W1@ZopTq6G8?8PqZ9Y8lkJ~(_+y{09V0AGX z)fiE9LopE9HEqqWPr{3!irhiGK{h)1H=GiGztE$-x&;RKgFkONP+cM5a1gZFpGk!O zCf`jv>2{8I!qvpm*ZU|qK+i(y=u@q`)l}cEi>QKyvLdn)=c(}cs1;-DlFE2r6fcmL zSgk)775^@j6HoB!@M$iGhXEhC&f}YL<;qd@M)5eUJSnY=+SrX&uEaZ>BT=`q7ww)c zHra8YG&lYn-IZt;U%H;7Mpr*`?v?dCnlqIX&jlPgL8G4Y`6JJHI<`?OyU~WSI&@Z2 zj{j9cZrn5dUMVLv)#JYs^e~3)s1>S5UYxYC7gsDJ)9!ouPskeL&hXN1;TI(M!+?LU zdqhKd4!QIQ+9B7b?W@8^YEu=G=i02}n4{Wz;?6sv|IkP13@D@C=X|exQw;3EiND6! z@u;PR?C+zsTHohn!17VFMpaB~YsSho&6*bY#vRudczkppFZ^EA4wmMUEp;cpQNNFU z*pe{Pr_zqodXt(Jo&vtU{Ce~?vg%K9jd{X}>YW+$hU+5=?$DQ`9?B!&J5UnD$Ge+o z>)p`7*W_$g6)FjRkaWJni|D|2GGKq`80lc9^A9~Qdiw{98a~dk^fn3)ML(ALB0uIsGN#T zQ?J2;G3fMOw8LEaFMHe3A+N*}r~EQz11z8?_tv%tojCdf#5E&03iwFV_0g_#Asv!V zk(Si0H9pmwD9DhXw+*u$KiiHEORYVptmUImB2I8KDhZ>^ECWYpBf7B#t2ylT^_*O7FD zUdFZjlrPNaGQS~lP1M`cMDrfE0;V$N?l}U*+9wf&T)T|f0r8K6_C>$#&Qr@Q@40+h zxC~4(zAxhkA4a2ckB9LcZo+Po^tcvRhzC0}3T$i#9U{%h(tZ$df%hDFy&LzDTu6HC zwd>_cA}L?R6>tu}GlGYKY54wpP}sT9x#T8ohBM@pPGEmG+8NbOvyA9von~8WH8A@k z^4)rldQnKrx=PZ1v5VuA5?Zy~I4crkWj^vOv zM6ZdF+0u~0PAgHxzf`@m7HVboPQb_U7xqoi+Arf5*^RVjrXDHxef^hFL0r$`M_9JA zLIHK@q+MtkiOGlvw8Jf<}lZF)xcA|$j z1H$4He1G74zqBVwj@0?Ae21&<#gkA%N^3?Y?iFmkhLV+>5957i=I9iXOfMRx*#F? zW;|&~&}*(>ks;FBAy_8JyGPLj5)_(4wxulv2BZ;%)m~dl_gUs9F0Pk$be)Rz!lZ3d zWU?i5iyvy}1BDg_IvYR{Am{*jo3rF;QHLd&$AcEp^EnS}D&`1PYfmQf z2x6{>&)kWLO=X@q@5<3A(QZ@eEseL1CzIP`SpZ3obeR4+ zgX!5^{bkTcyK0l~P4T^2H{ipF3&ne~O{|Tkwn^`MiQ+h4)SMw7O@1VrOq`8;G)IrD zLwg*GR^?n3cbfX1V8eaO)4E=`7yW|Ii)Tp=M4k@=1Y5bpm8s6q)!L7$VQ&x6G_x5M z7<1CQ@W14rumxvHE1EZ*y8#?NjbAvPH@1)bMmT$?T(xCvnb6Y)V|VLF6?AFczqGHe zV<}e=niVLNDI&D z1*+mXmY^ro&o-rDRk$5a>E;YA{H4T#X>%vMT+UUx9@YdSy&cct`+pg~;QwJHi-)_T%ar0@C~Z)(Rdfd`cVh5ae}66oxN^^IjtpW<%lMYyDfEM$p` zvY^YHxv8(^bIT$6+8o}Z3B&qsyo=Y7v9s+H|Fr!u+Pfb#@ISVpFW`if@jE~Y?(mb3 z;^ZVr2XQkt^=|k$Y6Z&BX(s4<=K1&dB^tba;urA?e&EN%#=pijL-fOl#2ec@O-%o9 zf$?icxV#%@VB9KHfMtGIU~LOSIZDvzC&9^_3iUzsbSh>A-2|#t zfuLz(6aAmhi_=ZdZY$^c*J!!d#ko#k$(q&g(9*ztCw_VN*YUd-zhIm1c=5Y&1qsVY zk%w4#9~a$sx6CGOjU0z4U0M$aIudy=S|OW|KF9JM4)`|cN9)2~S6QvwS8Ho&1|%yh z`?5$y2eui3Sf0xRG`K zPDLabkNgRuGtyS3%IU09M}Af`zOCEU(IC&g^%9U-BgjFcV|`V_ZfrwK-?fp6+S8*) zuxOuDbJuB$SS4hGSch!}(~M82mjWLFL*&)NXwUGJgi#E*mkFXPMWUb^q#ZF1D6{vf zryilGgR%E=J^OCuy{SD%EnNZx4`ck2z3n?1&9wKVAGnV>@W0ixuNLZUX3wT=Tf%Pw z`x*|Lct~IwiZLd@-pk-^Y-7BfXK%_j9EeJRDd5q^1?1CN@kg7*b(tc{q7NsN32K%eYBEAvU-X)MFj-4vjBj;fx7r$!7qQ z;!sxn(Wc0dgr&5WA^$8OBFkkQr!pN)alKc1HGa*Nj3sBHF=gNG)!rW(6_1#x3Q(}G zA_%C5`4xWkiH!y?03mn=Y_SqnXF{DUHL6+H!GeHu#i^{R01x2Tjzs#BC;`}HWXhS5 zr1Pw69$F>yB&iwIezat-2C2@<-t`!Rvz-M9nrF3&A6UK zPwR5GXkTyuhc9aLbHcc6{?-SVg*SzIOY5t%P#B%Gf;@iU$?rkn2l_-Ful9LrXs1;* z_NfGK(ZQH%68`R;dO-8}EI!_&$1q<)Jh(|y5&}&Kk*TAY|C!>@uuKn{(e6++Sa;D~c^YX~Q zPwyT$uJ`SU+b9Ck(seC?fn{o;ktc;MrF8~y0o>6iYH{v)Q<7{HX&@v!vKY)lEm~y) zyBS3iWttjV&xDcIHZJ)%)Rw|Sqmna{WTj=j%gEBg6M^uQV%Uc<*l1|P(?T(x56#OKbI zoZPF8ujqRhV=ZDURwej*HhvEy4ty=-Q~l{`18c!yD|$xG6XmA&tqyV=&zz>(v*s7 znUkzjrnWes;;2ca*LI=yP3t9WquZ$4s&Gz8K`w%)-up# z=;=SlC%6&G#(TB*0R2mrQ47K|!Gd93oG0Z^CGAV1;~mg8vKPqEo2+|m0ImQ>eiaKx zm*K-<`#y@E^h2NgIy-!;^a(eLyX9@k2C&V_Y=P#(XnUtT&*=m9Rmhh9|Lnc%a#csR z=gU`p?oT`7bc6y&pAxkVwj>OApW|I2z!*AgppnYny(=mR8*CTb82f;$%GGhApG9xc zkJ7KxK|X{|Z)GVZq=sfsh;fcm%$ChS5OVU=SJ9Cu!z452@6ZOye^r{o3oMp`urG~}o z|Nncy{aL&RefZz@Gyk^k{~F0pkH+NMww;Ku zVI}F&1a)9))A-wJ%_~XB}YQ4{4iv!*TLH=OdZtXxMx@3Op!|H=mB0 zPe<7nlLv?`(|ZC~8t~_QI*Qo$y?_LgYd#$%`x{tb2P^jA=uICl!$!9a{-DJ0=hIQj zam=Tq=F?I0=_vA@_}la8C?qAZH^&I6Kqlvt)p^KTsVR*pWgX0<&#swPDfoTQe@`g*l3owoC|_KNQ^e@WGo zY=m+3l`6-k8PNH3)Oz&wg6dH=mA@{&oIX z_1wp=6Ypa%S$mEpqcaGOyFpp==_q{kRs5h>WPRRv8sl^f2KYLEjjh`R1LD zqE`2}KON-^4m8A>$^Fn;$2%Rh8@0|CW9|NbJ|X4$>iL9}?HqEsSV-%g$a+0aNbQ#M ze$x|Du2sOg!)xY*WZzqt8UQ>qtUz1)#8&wo7$^(g_wtwRsP0NsL)>4C{7KaCtB0RF zKv|rl=jcSm*|=AEitB9HCi`Kp5EEsm??-GqZ|u;yK28WyUntGRnc0H^n_rq!pn7(E zwyQoZ%5(KeuWMm5L2dI%FLnKCPe=M34!ZJfy`|yB&v{L6-8zmpGR={szfFYhbvz|@ zVR7zsdQvQ5aU2*pJ0>rf?x;kXh@|L5r6i>9x8c(~t8NLIJu%z6Ads9yWE8bjRe;Vj zx3qrT)A+DsQK35umKcXh1bM}2N#vA2yxOUp_$xy~dkk#}mPsVMPJE!RzfPMj5 z%Kz0hLV03kdY)xkZ-fndqu^2}^w0r1Rq4J-#6{A=bPm(85@#gQs+^cnO&C@C z7c^>JJ1D7^egN;S;}}*U1gkVRlIS|UF8X4s7$sQJXC+~Xnod+%2E-%sY1Sg zM^V~o#2GHospRCU{^Z!{W(?=fe#jPeQvv44nrS6)UzK{i+?9G=5a+8qg~*4@Q@*Qz z$}`;`M7}1^c(10`}>T)^{eQ^+b7tN3JAGQK4 zm*h2M9S)j-(>CNegrT+zVckW_|b8%eKTAaK#&;{C@3*YKILBGe{RH3Jp6a@iV3 zwzc{O)b}t@2SMi>Yr*9Fz8>5%qt%G10c|O<2FLi+xg1(~vbcfwdaQP}#1YM^)>rls zJ}A~0b?VHAt(LYQquD*d_?APdH0JZ6?Bo;fX&`y+Hgf?og z^IGh3Ikob(*Q)axrnaQPq*Tw;(jeI1k6BI6qo=^S@+Mj5px-4s_?goi+I6leZNZ+V z;Fg~53~gY@cu${86IML!eb~o;^geGwQ-b=KN|J{8zU@yV3al{>K7V+Q7tNy6oo%mW zQx0d?>4_x#Ydpy)#qo4bR#^6)+mWmRYdHf{-M3`*TmH7Ch$$p`__Japx1t)RUQu}s z)0TcyP9+ba0qAYWA87`4%3g@&1|hq%M4qZ-Z?13W3N}???)J zcj8ZWVmSBf)-3{K>f|;6=6w?H*ILJZx2U#-a4mCtdS%6yWv#wog~I4mCM9lqx*P3f z%BdQ6Y+)NJ;A-6Y+7_a^CZeU?4ekEmqX)!7(qC zdow^2+SR>@SRU50lEpf${L8}T)V(9OTt?v%#*Y16v@TsbTqB!--%f@*5&wSr+J6HX(u1WdyK~4gRq)Z z9b88%(A(-#fJ7x8BABBMo`(KL>Y@*bk`M!#+L?F`+3h|hwtW9q%c-k!3-9fKk>ID# z4RP$|`g6mZ+8yCY&l}o2ozK^>23A0T=M&QO39g?eXFDy+orY-iR+;6sSzRWK@SF7E{yQk7*CN9?m%v%V6t^>Dcy|j&UXr> z;vaC^li`zxw@K{`M|Mj#gLGO8>=%meA7inKY3FS#M35TWf`0Es*dU) zR?ZBpvE@oZ01hOoqDT@Jz2%Cmc=~+t6VI_eta0eTmN&oQ4|qL^QS$*79jE_9 zujW+vQv44WNHXA~ep#~gHLu{i-i>EON5DdwgL~B39dZ{fOikF`7)caN7f=2!d;U^+ z9@v+^(#`nfvEvJMrVHJAUPKZE32R`NK*ons3 zI`dx&B)jfXrl)h!?Vhzu25dd2GrazcxX@9-Z*a>h znAR;eP>W7>v{b}O*hil0$W7{TUS9YQ>gv zJsUK-inFG(TZ$q%gg4?$l4X~Jsy+(X^GVV?*c7({ZJ-0>1sBOxxQz$|5*>cg8(>#l zf-LD}ACin)jnz{H%H=Fl!i}hxGFB<$(jV5msbN_etI7y8vhr!n%i4hMSif?Y@|X*f zyH@joY@hAG9z6I(%u06bukmxuEglW7K~9e9u%Srq21U+{v`P)vls%*F1mxEg;iuk5 z*5_EVwR9~Sv#dJ~bm1^&aEBarcqcv+J?sZO>WZM9_|~#wI?FdP5>No2l8s;yS^xsA z{Um!?_p{!Jr@^#kFqDcOlq|G8RjRA<+J1-twNSdOQBw84?A=+mc@Qp z7Wd+RLyA}rwxMU4cHfcD`6-`t`twY)5d+9VF5Ot$fo-RqIBiJ@TDf zYsgKtbPDeyU-G`D)RxYlv~&(kg<k zXCT4i?4NdKa6b*Oy?kwhgyJj&Lh`O~E~k zYYg6+tZJu>FvXRmFj;qQ?}4Tar-!jps7;i{T6;SZ>2|$allRN>P#6B4V*tP)D@9vf zSg*du{H=JSk<^M6 zXv>E<2C%F5D~>X!n{s?4=DQyIS8fGmwO*v9lT+Th!ZsMOhQe}BU z%!wU>v4a67>UE518LG7YZgc7E7aD-KWPMAkgE>k}^;Wh1wH9#f_!+g z;s#8LN~r9y?~E5?Slo*p>2^+6Z`ZWJY6MI0T0fhz9f*Oy+5;n+o=+UauEZg5KQMwj zJTkfzxp*x;7tFC$i7wXq71&4*2=bzCY+BuleKUR{bM%*Z_n$Vw)%U^a=s141)avKp zhRCC5!G3VevYrR(LObU?iPPRvSVeQDDPZ(-kq2;4*6+x2XxGlnc+@cLdI>gg?D2{s7_KF2`P zfwCxC-RiYWH7a9_Y)(cT>Ec#@j^lbsx5zTvO^;%Q)_N&vT#V zoU}TBtiNSXo7S-&(55#Ebup?={39z=7ia6g)&|Q)uI)egg8j(0l2(u&a6TyaQga_G zVjb9GSlhh+QLK^sgnL^#Wye@&gS9?$BpBf}>+DKa%Somlh9`|hg+6D`=p!&lJvwkV zCg2XJgH_ehcWkV>4tEueXf1f}rZXgXzst;btfn7Rc-pLtTf-b!)~f|aT0?RL`heBo zgTV`4*>vu_&sv(^kf~?z_;7}N7WskDoa6}dx7G4M45RGw#RJ5@b(9<~!JT+#7-<==jH_mLU)_pRE|tq4;eK>E$r6 z$3@08@B1ZA3s1|Y#+F0NvI;zeDJ8?hE!`}akW)NNcOwcKS2`cW+9Wer4Ytasg}$(4 z`#K&t@-WtGIifeUx7-DC!S(2jjEzDr!~2z7P?XNOX5vTi@iM(C-hz*TOmZl)Dpx;> zBcUzWl{M!&612`srfykZ0*a@&BRVBt&I?48kFeB5Dk_FOpAZG3@QS3QPRq_GMByEK zhpK{|Pl)0*OZUS+({pFG3#KP@##*7b2tBs!O4lCCQ&&z=UO^wXYON&6eDXM)-^FV{ zg3TvHfrDU*<%>Oo#+0`xKf`)VbdOg%pAf~%!P=I#gfeZz&L>3iL(r)62~ljfnQBV$e!a*7aWeoll64&xF@jV(sr^8zVu% zdfJwfr1BzO)d|tw;}CuIr#tZ%6#c*pV3!#mhKjKF70Ht2FYgHmjL&x_Y!nm1Ga)WO z^z*klxmo)g@}X=?D5gRD*%7PSGMIW8wqe$fvk;G~Z#j5bQKs5QlFX3rhBR=cgDqCF zGA;E^B>-MK_4W8cimb@?M=I6hJ9?J>R2vBcvWD8|ob&Cd&AS%QjG|OqK_3@lKGpM2 zVNT{pu>;T0?#eM((X(wDGJHP8P|MfR>KMK55)IsHNb|lSz#0Ve76L$WRh6%)3`hfA zttlXP2oAlf*_puRS!3^F>SfrE#NstVjSh_p$k@tc6kg%bij=A zIdpMyJY+gPPZJe5?%tL0f|gjHb3D-TW~rV;S~4np)p9mm)<%Sk|-|*OGW%t)nynS796%PgsNYyt>J1L=^DC)P<7T;NA&Uw`J?k( zuDe3YXlLj#N#FHODZ*j=-45-M^zrH7+^Kk}mC(>%Mo_8dK}LvMv>u}J#CqWZYZL5e zY^GK+GFE04cwX5Io#(2ful1bz7VeaEB0fv6T43P3C$QDIq|F7r?lil-)=B8pDdhlE*=!C=a8ZSw^C3STS+$ z#{n_+;e7KH&l$_cp5?dtWJOl3N`4+zyR2(f_qunl23_>n=&Se?7r)r-3mr{&Mr38; zOgm#goFFCsFB~Der)OG}J38ttfo&zNg3NJpO}#VZN(+~|E~AFO>17#=*jv{9?-$zu zsH%n^-o4bUVihb@F|VCcsrzpMmv%?+N$%)s>;f9V>Qv=oUD++%*4*eC8%tH6A!G0B zRi3w8>pJutPxa`kMz49NU#Tm|rJt@eyK3=-HIeW&zZ)yqDXPX+WB>`^I_>1#dc+oA z%j>VTvX7gUeO`DDy^qdEqGe^WS0<`nRUNGw><^;SKxgeUe+qP6dp*LNZJ~q-6;R3R zXFYJIQFdJ67wCZeW1t9?%n4BBlg&Za)IXSEjTBR-0E*f;RLTRJ25c$^GhW|Eax#)dac>bhP*Yd#|7nx10Z5g8#f(Si7xieN zUXeZn>WibkIiq=Q2ULJQR^-WN(VXf&)6T+}+R?pZ?IC3Xd!l|rdthJmIaB8v^$=2j z9QMz*m!o1cKhL-5r=u=KJg>F#{BAs*eQ@+9pVQTdF$KYPjt^rEb*~-IO}C@$wUcwy zpXLm7Ro41)emX;Vw48w~u0PEVOlfF?OCGREoPBp7XWAC|QDqQ`IJ2WvC zHLw0WJ2dH=++}uX(l_-^+@UE~QSWrx8_Bbwr*eHf=WnL{k^IfHLz2I_82d=5*1Mf{ zN%A{DEAiv^f$FqVlHbW*N$SscHf%h;+gs=dN5(dz!VKLhKZSlT(!YmieqWx)LqTsn z3ccjW1{Ne<1?MgBgYdohWIBrDB>#vpklx~{Ix;8i%^4}i;ThyW9XZtRnU%KnD!cLh zcp7Q#SfnL4b39&rNB%}T@NFZqaTRls?r1$aoo=bugbdz{%5C&zpOq(8H+lnm3pvRS zkoSU=_cj_uG5EGxfE`K;5(}!~EYCmn>~sw&!<;uu*b>3v{0$m z7s#1fZI2x=ceHXQsE%o%WATvSq3kPV>gX*I+d*HKd?{Y7syvBFiep7xJtpBwEHK4p zjvFhQJ6d6pzBwJO=)y$q=OEUMFM;f6`4MVJt2X0RweK*E+oc?nTjjUz_p-bBo}n{xJa_3G)MW6o<11{MIt$Ue${z; zd&N+HN>F|#+Vf?Jf63pRyID!+x4q(CMmH#VlB@deZYtLL%9NcP?D9GbB`SCu`&)@?)VE1_s*DvlPc-5ZY6$8~WSxf;w9*z_H`nOw;_KMu ziZj#L0isf3W#oIv7s!W~eTptk+U_&XvYQ-p8c|rn%-nG8IUTl{Kj80}RqGv+WmBw) zI7HT~)zJ-AN6%fYu!*f^4XVLuo-zh zPG+{ox_MAh6=p)>jkK7!zwKl7F88gfp@;;NJ(bZ=Jc_=<4OWG;(LwMeQF-K>V+C`s ztGU+|9kJ$KS7;zCkF+zW|Dei}8r@$5Mv_Kva<41metm3_OfUVG=zmPUoBZl_NDQ7s zDqC9jx?1%ceMDCYv-OV{BtpP?2ZO+i4h~t^T=N zAX)ozlKSe-`Bj0QD0=QT1&?F5i!!l3-sEmm@{Ytg_9@|np^)Rc~V!=(NT<9$pa}q#@x?B=9;r) z<-7J0ACG;ppSp${OA?O(IpSP0>sH-aJ@(D03!{HE(u@63-_Y}h;Rb~uM_Nd!Ryczf8LE>rc_3o#=%e?liO=M)%d#m4}!7Ek;X$DGVIJ zpd#t*>^z0kw-gbc`gkQ$VRYWj^0|(r{dS$FM)kwciD?bJgb#hAU~YMZcP(e@Gr?$L zGJ~>e*OQZ3t(^KS^ZBs(rLfw&miH*R#c0Wv$`n-VWw& zVX^haUaYqRv3f^ztg}qp=2vQhbkCzYDccwGbL;kivM%#`BN;0m7Vmw%xYZY3Q};Ze zFBSc}I5~?|;QD%G%C+Dn(V)8EUysjfJ7#QgQ=47;(#Ux0NlUY|NJg?`xwb?Ko}`l& zyG!4n5!#(#`x60a?>I@TtkySJ5MUFzqzGnjb4c#`N)ePK^R-7=f@L2T&TfZy_-6kgescBkCcL*9A@t^lIQQ%>a6{c95sKu+52Rdv{M-tBeh zdhsswx@a}%_!LfSY4zM#djM%A<%xk;+u`DRk(O^uUkjv-D+1GwmZrrneOcWsd_G(SYw?eBs#vtNzAZE3+4AU^W4{5JgE=C`M{%7P0q2T8wiB-ar- zS&Vh;QQHK6_^4%-Km#NGdVtM0zFuvd82PD9awB z>7@1)iQbIz6U?J%fuO7YVe;WvJ@FMRYN9ZXje#pg2gfl(A{df<#Dw4F@#*^Jc&Q?S zq7G4lptBJW+Ai3>84;r|;x3PS5&OnZ*$e3FJkbA$^Y-`RGuIiN56a-aL$GJ-^B}N- zgi)0(c-$!dH}?Q5EqGRM$4}yuKNULLj*+3bKbJX) zRAO;*^EdP49;{>EkC~JugQJ=Ev+|~-fL2uh+>dx8_M*C#{h&2&W6>(N!$zVu?NM~p zL$k6%Y&YHEXvzm__ha9p*!!^(TRq+pW2m3jpUZe?XX=5tn-@-6{WhnI|6Cv{-of`2 zk2tgG$cdyl(MW3p!9uar{vLEN;8o|E8NI#L+EGTHZet~VUB9}8nR7*V?b?hn34BN7Q3)1R}^m4=#_y9;Q(AKge)li^Qz_G)~;5hL9X8u@vFA+HLk^UdStn~%!# zxksq;AMu27{!MTZH##DR7=gF%mnfK_azECkdm~K~yX8q%aMY7f&PLF3OVKxDHZ(dB z8ln=&@QvV4>8Ypj^X=&FwHNNh(ZnSl3L*a!;?P?_?~WQ#}N31a7cFWG5){Lp{5sq43?tmzUkPn^byI zK1=R_hZLXaDb(wPy5(y?mr%m1={-Pgl4GZL1Cns)w*x6OJ>ASr@Ax+C$bOJL8&Nyj z`E~3&z@F=U*D>S0B0s=|y!UmwMAtIf_{B17d*kD&VCBopl6C#M_Z`SuP4fhNwaSuf z^@pr;>jAxcTAc=J4BncoYA5V&GM7Ews!E6csQA*-j;d*S7`OrNlFO_Woz~jb%TLMk zymI8WPi=+68%XoYM09@(%7b9Iq5Vn}}VX(eN1^(Y5uBJ%4pcPs`d=+evLqeyXCfPO2iQamSxUH8Vb)X^K(~EFN=p%X31y>8#JPggDNHm;;ERn~Lg(v$?T&8mx zDN$PfsX3H4+sI(0_uSUvb?0XtP*V-LvzaKs=c|J)2W+uylZLfRT zun|4yy~VfKgsQgvrpzVJfjI?Bsz&Q)Q~v@ndbz>LK&_qefejHAN6TbaW6P=s0GSugwf`k%(muYA_#ASz_Kx~FxRc=MS$qNt zdaCDvx;7(2ne!x0Pu}AISnL%ju0eKevDE2&I7e4We2u5&=rqDzs!r| zQ?@BRA#ny-%xUigAR&3B6Cdmui?OD5LpRST)VrS639zzdG@`Z8BgL|1bhbOQ9INTa zwrN_dJ=Nz0o&5`R-sO|f`lgMo!0YIw zx~wVc^2o32Rt4aU#o&BMR0<|2qT3J}f>mcB0 z1#~VOWJKkrv(@`Q$^1yNtltwaa%x(3&U8L;#BRLP${VD^!NThrpUaU2XzT;eWiomU z>E$qR{){~7+`*u(z{wlWWUr7_^=0XeT?g|iahrsRG8WSHTxY1w+`^dcZDj6A^mU>!uJ9>?!|1Luuak^Hx+ zBf)maQ|8P_4|)gfCD^+91XvvBWsw!qyQ-+*N^D|#M11=eMYAfc4r(FD~&bp^NLwkCL za;z2l%2BA%4(Xfp9E4cb2-2%P2yr*okZb zM?k=CKa#DxTFx-GHNGL$TmGUMf7?>T6cRoBMZr212q$3Gj$qo-Z^|iaWxa`4+jmXK zXGb!v$1<9wJ~@59aGT|B%Gv&z^`tI*?+B3n2q1E!@MZn2q_B4<{$wYHbH8qNT^dto z-G`~xI>wx+wuSI2dS%6yWv#woh0A18;-;sd(Ox7Y4i<7K$JI?}uls5LpG)tvKLj-1 zi@!Q={)eck=EVQMp5b%O!t;sb&bja$J_s4?Q!;3a>=vM>c^8is&5gd320Ple7(sXH z+1B(d`GjTA+6|VlNyA<*8ks0lo*oBd*)d?cYSZzH$=#%EVAIm`RQB);>q?vmrvKWk zmB?)mW3Tqr^Z?L3lRzDuqXSrv>#a)0 zvPY_7GhS@1Av?$Wm+eFJ+H0%rimB~k3c42K_g0^459E!B_NErW%ZgF8eg^B5=ZBVa zjf5=*tlgG&r~HrJ+KS8&n81<*N0y}KDfItT&b6KmkTujsG`zfL67xR_3=*f6gzRCC z^bsX^hIUtu;IxHMZB(C6j_Kg()MBwwUVjS-bPH8P9(ZRYjEC{C_dl$MhnXV+2fUV@X&WW|> zihJELf@@lmvem%R!9s$h>@g+eO_rw3pF=|D7^%JGn@lYWa4(mXBH3m9s zdSXRZ!gPF|MxGyc@2j*kCou7!7!|&1IU6ps-=?+ezFe$FA|G4DQhYDo>n%v?W?GAJ zBc9SZw5`y6=L*Nv7G#c+Hjk=rPRG_+2WrwxZ9gM%G+e(~&Z`0~sOQz%6ryG6l)r{e zz?ts0hN72Kc#Y(Ek#*n_S#{D|lbM~r8*v_SdiS;Hx0SxoR_4#h6Us)B{06qf=ZKj= z;noz`G&=KB$L$y^^9?*tYz=Gv%lNmB%hq%1TjrBoCUUD&@#tB!s@Mw@BaJ=yUeQNmvL%hBYZsRKSf`(8+$3( znzHFs6TsTBC^;)U#V64MLjx-?&o=O^;zz{EBuDD1`npbaFR)X;do}RiV_;fqFIq$g zyow$}oZH2^U$%e64zt?c&m}D+mg|w&PrkJuxG?8(>i+0Gs}5dNO%3k91s-gj$wucC zv*Z|d^qbs2sK)_XJz+P6c%F`LPs>`#fLy^8 z8d+T-o3xJf_MTNr9_I+^D1o(yEL`l2Wwl`NXj=<5_2v!vK87Mo&GxqU+0xN*b8ea2 zJ-vQEz{-E=qVcC<=UgdWMx=X9E!qPX^2NnpI=g%tRGOL}8>hBLz&Gby@Rw8nU;{l4 zis7@p_*U4bLrUtI9J3#BD{KPr`E^jewFUNWehPmQ%~MwJPq7!i&;O}Kr1sIBW%!Mn zMD?7x5d6i@7XuRf{O7Q={+~rR5_!;~KzaB`XZbw+nF8RpOs3ir!%ou;>rgygjn#*R zfljU=X&bWFlSq=Rtb_Lx&SM>8zW`enYiX5c#eR0SrIv?=JNB#mvXRVasr_}7ns38d z5c#b2zXwrg{l~x@n$ACMJ^%S!eBS=H?5P{Uou7yG&qy256N8>lx_bnlhu%>e!8d%K zBdq?Z9&y>v?xccLs^{BzK3l!l)j!`3eqg-uznlwr7T@>(>v@05Z}21X4;?4nl(!IQ z{P_uFGO}=n2NHOukGFwerkxP2J$vn(k@<|e^zjm`3TZ)ED1AQ`BnvfV$_b*qU%vgC znF^nR^$z*{UaUBEy}z;b!g^&{OC~Cs+(x*t0H+^IuhW$&>B+WZon3{G zsM%qq!Zj6&L@bH%k=4q1iPF0USv8O?R|*2eXgSNA@k}`M`xswQ!#ngVG^}jImu2;RbmwlopB^rwuuA1R)obZu>0ov@ zMpx!z?sz6|kZcanghzm|=?ogF^Em(4roZ{mn~Hq(_4_Rq!Bt=c%nHN2C0bWSY1TT_ zlqG%zgO{TMmzd3ySRYhD#O+FWm;MZjzSekqE#-PP;y9~12~KAxN0*fpWEkjQF1mET zGd@Y0hnDAlXLG-^Ixv30sUm(%zkIkzBR;2`7F5yy`lK4bXP`K ztt)!ip_8#JoMW?2BqyhQ2X9KI?Zk7oocIJUoafDp$S=C!nv!+7rKerJa< zUu%URSy%Tv(>*hU_0*&kjqxhbk{=Pjz#!9zU%Lfj2+bC0vmgq6R{- zpVgHLL|m}CR4+jkMv=m_SK6veWpdw?zGs4mEj8%J*4fxvUgtBSKYO9aRYeS^ zaIS{fGCZSv1b&D88+iYu~Sef<#R}l_&-FmhQ7s1ftcg&W9+EL&deL0vThhr>Q+6 z8>dK^-)!sGoh_}arND*lC*>wpr}-#8cLXh~4aqr4u4xrSI+%-fIRfL+;31@9n-gN^ zxd%LRAV3{D>&W^nOVN5w>bs+;yX*Yf3lf-d+72xqf%VRv&ww(x&R7VT0J_2#aW^C$ zSUXj?uVkqKUm^#XXi6C!}Zd?!1>6n zfSxK~$p&X0*ivWid?x#(mfO?*G&QuwncI}XNoTHwx7=3+&XkI$^C?fdTO>;Do7eI2 zac>A_R~-yo1Mg7DL;hCvlju#2KBf!v+H_6M4?T(Z-_FiwWaKPIBqLgjaXR7wIhd)tV*YzRY6x+b|Y+*_^8tV&8?2G z$<@!!ozL2So6;+$+7`lnJ%Fp2fipPV3oKw0$%ez5Cxb|oQ5c1v@ZiwrJ#PA#!idwR zoT_pAZWlGhKz*tTb(J4Bn0mr_ukvcv<#y{AONmish-^~DCcciE5TC@$dPVsXbezB= zRjiToD9U4yL1b0Sx}uJtL*#`x12ExDI0$~B(>Zm|)D+`aC*OfBThAFaS#E)W$?RM< zU9};yE+qT)`h9y>tj{=F)jyJTy%&Gg3q&w|-8+{ZmWUcqm)Cq4|GOT{aG1hz9WI&D zL2V`0{yu(}r84LI)Kyo~QJ%_SP>kteIlhs=j;xLPDtQEaGwP1A7alm9JD0h0nWC^a z0-97~&b`Z&&uFQ4Y(31q%h0KBR_`)V`&S`>99cwXjV!p4Hk{U8`V>rRvUj0(*|V)YUB4;OlB_ z;kvg%M*ImSuCj65{|(#i)!G`S@mJl`Y&(3Yq>s0~zu8W++xC>y>)7k;Fg&HcQhU7< z6T8h$uZO`3}JFSGC2vikI+&qv@RwmVma<;7-S$beVT1C3rT$u;%K59CVQ z)2*(Zsp0Po#4;GMx9sWF*YM-pUussd3KmEAM&tZm?&#`5IEub8?o@QdRYG z)GKhd_?I|Uj7P0A&)8a=l2ta`HI&2*s8Nvh&AAnBZOrj>lI3Rfq{Ms6(?O_e&7bj&*Iq`85smyh;{L2%9B;Q_+yK3|Ed}}vgaryc4S}V`*#?u;&ar7piUs^mZ z2)1*47;Df7e4cY$igjoue4caEpXLnQ7N&P|es}~-YGuYL6{-I8!+7H3=lkG(UVn2j zX3W{Sv)A9Sm)tuYDEtk3&v$kfKQlY?@RW9#d!*w*&c9Rb@^XBm=k!j!laCgZn5(FF z$}Vyh^={Eq^*6a&@R>NMcgq|3PP<#LS1Z(0!uFNso!l?)Cw}}s@6a`^o+tN~syeQ|i3% z0~5C72I)A0?LL|pxUw_lPq0L{D@_j-V@%AvVX2x(0PTq zmlYcPO6icbtcQ=fXmN`ALcmnFF1X^92!nkZ$FPCCyj5)H{^XmhJT%VMng3GosD2%~ zNAZ8h`)EMP*;OYJ>Yh~}lo$r@5WleQghsM9Wb@4H*~^NWm0FjywCj!{Xr{TF6;(H) zwCoi`9JTJZl=cDVplm78!$n=yWlc!ux4q(4a{_i~^2--7D|Zz^c6YfT8#R9?$39BCItS9QjUy=eDDS+FByGl}lGafOJ+-y<5iTF#ARr90AOXU?M` z&Ahdhi-g#VH9U_0`%`E7=R2V>=?H2F@J=%-GTLuK zlJR%Ks$#4M@m8N{t>3;LQQjNzjN&Y45@sVa=LkmT14i8giL=8i`d59Mj`pNeb8u#j z*p2lfF(B%@rCHd&=>=G>muqx(@qE}I^v45w^#?ib@OA% zmOOlJdr9XeyqD!Dr;x`&xDm6~_L{0!)j`^kG<2!YF`(7kjI-<}>)us7mX-n3AUdRD zM~)5rZH=^66Q|o{OH!{-jug2!&6YZkino#dBaxWOJDDF7UNwj0y2za`&#Ja`Hg~nc zQZ(LPq^s3tbccL3cec!Ztfq2V98-5(M`E;@b7_Ul=ECFSei$ib+uAzC_eZ@la#Uo@ zR0Fi06LF_$j@VvH>j7m%x%EVdsmPZjW6fyj=af$={drEh5jmv%1(pUr7oMo(*t1F- z*>ZzVY^}|`uH+?iy2(%+=@V|F5YIW)X-ED0MY#ciXVLFEA608% z>jvMGa6j@5cS{F8=Amajr#ya**{F(ROjRL`A`Tyhrl*V5e~p>sdyJp@xID#uJ>$p) zSw}@K=3ZBL=u_N)$p?WKx}^vwwi}Jl*QM7L(xs0rlIf-E68(?Wfr)H1ReHLu*L!fy z8=6+RKRBU}=t^R%Z~oIFg?ZbSCG?KbNGz1f`FpE1T4{CV%SQB1tc%odH&bU0G7JszsdByjJ>da$6(jpjpRPE+mZ5=JH3T?J9dn1tO_df%$)TE zUeXfn?TUBHH?=P(A4J_bzbep^6rm?J5^L@@CCbF#dXu|N$vYC~*o%e}l5-V}d>DL2 zgqHhQ9>n*xe}m35mpEUe4q1xAss|pHgZwXSY~Z#TH5!aWtu^|v?|8+r%!(5QQuP3=RV#v8~~uRZNfMpi#~Y8Ykf_IQ)b^=^9^ znQNQQo%M@Yi%Bu{43Q|`H))7=G#pef74K7bL} zagM-tKKdoOIJJ#230!sGkDjE@jbPoL9zP69`Xp>CV}2{dty z=%~7DxVWy#<(+!T+YS)vKS*>h2RnJRI zKwSik>$Iw^hisclzlt-7<3d^1qHT`=>+iO61#duOz*#?`1<=auOSZwNy9-`L8}Zl- zTmDj!A*~J1=ey6XhkAC!da|acr#dh!*ec^>&eGub%PF5l=2ENEW$8E&Rb(fIy!`)J^4OUn2NE`Lti)UL{o{u$T{8|`Q1POjj zTIwMweM*+YJS@vo07GcvM!-pRv9*mb0uSKEmQ`{JGG!gUkae{aW7Kw?ep5vW5UA;JY7cq#RkGtns1>N}2hEv>flF;e z*0z;+20jCaP$^KrfAjgaRx>{snxm;lfA4b<7U zwovtq>4d#1gF`fp)n@c%H7#Tuc!VkZZD65!z&W^vTKKevs(me>e4>#x$-W?QQQxa?&!{x?cFX7OPmt7H3VhrkQ&? z_?)D$*!p5)A18G;(n>Lyg9Y?!TL4SX5gjN4YtFQ7ex18%iL2ALwWLW|vfQEs+9&Cx z#Th|+fEuAbKZf2L<%-fOt7RTK5^Q1xD1zDB9I|Y4Kdl7WEOyp=G0LjGTllTW?d)x4 zN;+Q8iIJS>Pi!b_QB%3-R{Ov&`8ME3Y>_=l<{cKwM$;sXAKiBg+_jK5_G?QPyT9&r zm3RRE(r&M+!B-dfA%=ewv)hc_jUS#uk!Dp=LYWRgc4*LDdYT-mO(#F+Yi689; zyOe$kqZ%us9$*pKs(92i;k=sCxnNB_mdS|!e~to&g@xQx^A4kuUBE___eU%db1o) zb!W%zX5mxoBRoB5;M-#bt^G2)S+xC7J}>$mZHET{2TS|a-l3>k)$CAM?r zPPO2@LfMXP16|?`j(6C1Gv4H-*Oc1UwB^}|v@)DgIq5pYNo_}#gIML;*wLcx6?3mh z+TXsbMcdnDuXyT6$=9Q^Mcdy6Y34{LlG^-fU4<`7>}Yv@8~$$d+tav?r8&|C88MFJ zq8Sxe=%eaK$FG+A7RWZNPND_MGPd=!M@7Ey4bcMpJ$q&&{_e+q>yyRYg>^apUWvcN zRTRT!FN)B}V;p&kNS9IGig^?*5Oj5_MqUG}M`tKr<}8D(bwvlqF+(C4l6=I3-{tYu z<4KezOHhVPekA!krTQVpT7UR&glH21`O=k z`aGyCMKUE1<2&&j6w54UV@y4LKlpEIS2E|rmC+l{f1Z)j#(m-Uu!tUiEFfshpVaY~LxhX^*0R7MfM( zLaAV*i!DwAl%9; zW&Ol(h(>1a6IdvgN{kSH*0v}ZAX>lNQqy>To~N9N8WuLWL?jY4raxz+D-AUyb+KL~m1f*6SY-uAJqhJ(1TD7|eKW?w zCn7>aR00cmBd{eO@oD^gJM6N(`2T8o0$zY)vo1q6_0iwwNFMR1|2INPph2{nPRr)?(_~jlkD8u?Nwfq)+Ra3D2TwtbA~i8EIEJTKdS-sw+?(ivgO@ zoTApYLbF~L-nIp>5i5m?B0p4Okg(iU-Ne5h*~{081kN^5K{jY0UU=bPJ8v@6ISf z3x&DwK%S$X`wkE*Y^g{(1s&{sfbw=wdLQ|yDGTa@_cp_hycAr6#Z3-NbqrS)m9l&W zJ>xUioZQkbT)YlvP3OlVK~l07=J>MAB~Jj)>Z9oT!0hNXd}m1zajT@fcu=tgb^n3i z$i*PD;AiYvxZGUJuJxAVG_r4hjvfA^$RO93kj00qmC1(7wNm7dVkA1h?yf_QC$ci0 zNZ*<`7oI(9Lo>XSvBJbl>^&P+}tNjaM_wDL6a3^3adT95G1*b?NyUv)faah+( z$Z`jZ@_PC>ue>((5V*16B;j0D9TD)9LeBat}O&H3QGJ6zX-Nt>tS# zm%s$MVt*kag=eSuA#d`QAZg9dCve|UG1@+woH?M3DldJM4x)&qJM-P&tRq(E&OZWTWbyDmMi z)FS4g#Ne&Ts&*EhUQf4ZSv=)O#g~Tf;2?PPVQ36^5W8NLAyXTm^&Y{y_siZ?H)s1) z8Zq+^y)Mkv*Vzwz^n9oG>E*@t`*~5?d(kcfSm5eOQSV~B_vO%&?a)$-Y>n5q$AILU z`YX)c1r$w~>Ir*k(1|)R+~{mH`Ovb_kPK)+bf^7QIJC_N!k@``&`xqp&t;Ys$yaS& zrnWn3yBP_9U#yc~XmcbKc04~Zsw(NJ2vL>`X_ZG&Q6pif0J9s^k zgF3%uy+p)LOF4?f(Bzn)onQg#Ae%g@s8mfNnGxg0^DuF7mV zX{x!=_x0RUt)`vyT?dRWcBrV&6chD21b=uDXw>;z>+QCh5I8^saJ{TZDf|~mYsCr`VCje!@X;5|D3DNxo zi23XVrKaD4c7$?8znnRNmaRpVYZ;$6zgoEFVaPk^96uEq1BWm^l1=uVkE~E<5XWI^ZGh#0r?!4i18D{60iC5+ zj(oi?2UPrB4w`E%+d2Y*?Tz*lk0JpS*;#fzmn`PAcLKIDwSZX0=sNa{zgbheH4ok( zvoUX-Rqg8pSlKcfkq)9qie<~_YHn2_`KM#E@%HS$#YFG>V#gZs#0jwv~%xjf%Q2!%6BR z?`IUz6|CF-1+4n|+`%Ad5g*H*X;LqAE*oS-<)*W#rz|^wDn@u3%jUZ>1JtYW5|>G5 zIX{x@G(2-?_F&<4jnCyUyW&KW3?n)ezl|ycQwmIB;0Ofuf^!Fhx&j9qN!i^xKIaVc z%kN-tqhO>yw~0j!{#}z}%5J^?)Gg~vz&!Vrk}oAUah0|+0a6irpZF#7K|RW{^INV9 z4kHFd1dP>S#VDsC{i3W0egsd-qhL&|Y(|o|G44blEnDYd={Z0y6M4|Xif?wy=hIar z|Eb!iuZcyoVBw!Hnmyyh$Ro6uw2ROA1B>OI1*Wyf$Qq5qEb?O8)7YlN)9N;WjV~Wv z(!`Zf)NIK%vBpnLmDQ0zN7**?D3qZ5x9k}z?XZ?uv*1E)BN;ln(ES?!a`q3JkR`~T zMHw0ii7T#?JR9ljq*mVcTJd<2+L8v7Qaw{kgJ6F@W;H#Jp2|oqKCG#5Z zt%9DWfLc#?hW7Lf? zDW|NJ^(J0z-!&nh9m%vF%h=v6&$sX}jrY&gd@$WLR11&Qn#Fbw5V;W;1h*;wC562^ z@h3Ymocnd-;lLGm55N@3o=>NLlYE?*6VvRWK!a$r@PT!rktvA zRb%$LpZ5Q`cn*IEXuKDHb>93BQB(a*NT7c`!{>Mxd?LAXF7hBB1jekX&=&RmN<7WG zc(kgr$n)vfVvOFqsr4{nuu#s#k%362@NbtLXut{-Qu#-kA7Wc7#_ph2uJ0Hl>5Hv}>h$ z+NQEXEEAJ{m*X1?#8J?7p=s-6D{%5jSTmCGoacs5Zia1y{tzV4#L&Xd!g9oVS3XcS zkm6wMlB#sYm!TqH3m3Wa-?gknpRjAOpk+Z3dqviI*OE&_8dTrPDMDna>=fll>zhuo z{IL3XzmD=sKadAU6R;2K5y@EgNCid4i>)eyS#xz@7* zvWD7-hL`tDV*W>g!EfWQBxEnUkv^gX&(QA55!}|I$8zx52dLlgj#kI$ZMUS>m*ss+ z`hdX=zv~_5&J4SF#8$-4lI67EZA}M=J2~&CVb4chM!!w(5 zrIWtHm&_%iblhFB=WIUEXDWYz21VPZl<*uH{vOsL)!}7cdm?6TaYFr5FZzMZj3~JI$M?(whv37kmHic+eI_0ln6L99Gt)Yk^I(M3%Ox@UwHY{Yp)pORsgnnPRZ%lw(^Ae$!}1zc(k#OH{aK;hOD zXh!i-9phxIt@11ylIJzA&KuQn*?LZW%Y2f{R95O#Jfomh72Vf4rOgF}a@M+@8$CAN zv9!MFvej192<5%&2?IqGu%vv_yFY)zF0-2RWt^JW2>(a=@3-zUbeiWPWN+$J{Hy3O z#JOFpd(%Js!*A}Cq}XBB4*R*Jg~W0_5;`s4+AlUaQkb*zpB4GJde2Aq65veFkynb4GZ6i+93sca7 zEWvlBPtZo#Sar3mVc%!|Yo9FX3)}B?tZJ6FyBEBN?viz7i_rR1xF+_XtQC4H{fD&W zd7`iDuAzY@^|^V=w!JE*Zm#tF`7SfozNep*X3G_EL7>X!X^Np zUq=MMzC8ABehPmQ%~MwJPq7!i&;O}KB(vwvGWPX_aJ(Y z{4p?xrd#!sJC^kSZ^X$e`a7u)3jPg!qUaXI=c~ueZ*K%|e;%W-j%7c)YYGymo{yeR zJ5f2TU5V?6xWH+OH!2c9oI$$6w*n}3An7~GUQ7SrS1Kp2@z4U+R>nume@HUo)Zhn? zi4Hh;s?NB|3%wbiadQeajRsk^N-JH`buI zAZw}jNy9T4wdMqX@(fh6^s$xt#z;wMX3_JEf%FzPIQQ<;0~cnzh31&? zCc5isQ&!K+Z>P&|+?o0;`0nGv4DE3B-K)k5-)Y}}UCCIXTp!tuz>9ot%nSYMT zo%1m&^5R)p8#)92tZ!UsEij_o#3@vlXMV(=Vdd8dvlVnpY!<)s*Z2!OEFU!%IC)Y!R_1$|uWvmYMy)q0`9sc#@-I3^6c7Dums5#p?XUJYcmp1i=fO(X z!5#V%+!0SlSNH_ybj9KeQwq;2!Y7FK))g5k;wV|O(^s$Yy(%Zg`C7NA*U)t>5WGHx z-&WWL#8-q9<*0N@miN)B8dElbSFXq@^ug%;xM)OTEVJx8ec6ZgBaA?uU>%yE@*gi# ze1m+FdtKQ=*yFIHE%-^;9ZutBRA`MB=QG{q>DybGx z9gb!kX&C9fwtkPgg9q_OYA;3oi>)v`i}pP{3&TC$aNGc;z}m}vuheL1J> z2Zs_Haj3-o`-Un;4wQxD49l0I4$R+IcU^2^v!^*YhE>N--dvLA&mER1qLc5%ElYGuk< z`G$nOkh-ibZ*|xUIYt!vS@c2X{sCFM??(;~?TfwrV}TwpbJzFx&-}O8?dJ0vA;i0P zW2JZFQ>yI15B3F~*=Br-bOxSa!Fr$kGBsg$;~Tudb76(=$Gg}7Tk(^kF~pq6;1 zTg86C|2tPKMrRQ5ytR(eEfaJ&*e<>KSqC#Md+JhPmu~<6EpjN(&#l<+e_!$RhcPd9 zE4a#PUZ{kOCX~|Z7wDMG4s!qdG84A9{EnX1fJR+=4prqG(8Ox{A3S^$Bj|)US$|pH zvj5Row%etjviftGKk#e;!%=PH)b=CV0M6MT5Rp%~6%c^i>h8qsrQIExRnNEn{O0p` zf&47S7R@O)p%bmnHpBhgv8LO;GtzJ&yg=d&(>1d?c2Depw?7Oj+#NhA>QhdPXzM{_ zps$BCsegic`zoL5oe#2g?*>)w#XL|Am08@n`)z@CUGa23KJ_gHdB=q)wtbG7fj^wb zn7WyweI|QW@I-$?VG$1jEcp<3)3p8fx0><{AaFY(g{@%vV+i)X>=@56rv;&gQ< zcMfK~=KDn=JPY|jc6_?qjTkZIuPrG>dGgK!W$lPc^8{K!Rf4)-+mQmV*FH*O2#)2> zh8MkAgh=f8ZV{lpQFzz2YDe8J(qg8^o-(jEW1o2c%Wns{8}PlcfGhXSAoX+)%66&g zQ0#Cc@`A(=fx}+V?D>##_u`ZN_+8mxFp8uiDo7PHaRvBTQtMoK^G12gZ{+{|Jt3>3 zLgxzx+o(|97-HF|C_EUu7OUY?Xz_9A4f&4Nb&emT|2Woiie0Fd>!&mS5o6(xrkC8x zg>fG}(;4*Y8cLwVseP|o&t$F_xYp-aWTVs>W#pvdhRO!ZPj|Ej8)>{FB&g#zSR(MF zrJ%;_JGo&C0Jmikhh_7dc3d|A6+vlm0~MRl$$u2Cgjya21>KDG08wVbdIOL0UgR5Wk0Tt$wH&~yzz?nHjQo8kXP0kxkNk)NTv1zpUSy|KdN|;G17g) z4Op(%h_;gV%zOCm_Njf3Jrv?AK^q+ia+0^4)Dnu)+Q5ZA6WclWa9M)ir^fGD0eT&*zt@qwjm|!@SpzVCXoxORcgtgbFYBkAEpb7+Y z@3JAm1Q3}*iT&nCwT58bQ)%dDpT(N69>i12rK@NFirA~To93s`$+adD zOyGs7r_Olb`dQ4QJB38|^dU^@gjUgz)=#2jB(piXm1ef2>N;OE{Mn+vSh1}@I+tQa z;w7;c=cQN?d|r3_W>3hQTo+o&Qc9X1pOPIhgSv4rYSz#KXZF!rP$_rM$9U47IYKKl z$u48Bx7lMya5En=oyB*HLJg7tVCL%>Z@MF7um@iS}bHbiIUzsKaz6W{yz5Gyb%GqW(FbrY02W_iOB1 z8l|rR#pB5uQ0@Ate{TmY@k8=oR~6-FNE2WUR|-Fwf$+Q2xB74VME^hY9A^f8$(=!R+P*T*C74o>J`IA7IGWynyXjjU8kpF z58_F1+SJ37{gmE6Pc83jhfYTZNZzlGQ=lc#E9lL95BZNY>2tOA*G@NE%R1-k71uS@mHt;WhCE1`;X#i_}(!kvm=D(Z+|rMR7<%h;N2E`!)9 zo)UIAb_!2mvn%SI9l+rB>+u~YX9Y<-V%KeDy$jwCwFj!>d65c~msM%98}a?!QY}(f znp_^%k3c!{DCCopRN`Ao_MM1s=>}Qb~sm>5OGpn%|_5> z=3ShlcwH+^T)lHY*3Vf&_&_=LkLOC0fC&bEQd}6Nj6emo~HvtF}@h zd3CNdAuBysnxM_FfYqNBy5i@#(nOkTt~5!Hb*?mdu}YJy_N~mbr4bLgNr*QV4J~L;-uOe1K)slO|Kr!eUWr?Za;uC7(RX0fW zu(}ND&J;eUiir3HKKt!>o;s?FaT?;I$lR_w3+EcB(PbQF9gprB4|c#!%BMTJ)_ytG zeetEiCwFi;AoMcUe_?vsu6I2jRqv1E_p^nAZJA*2Q}f3EKJjoVXjHzq z&NJzD%2hC7*Sw`}&OlJHQ^kf@L3?IWS#zCCISQ`I!}N8N;KP0}b3KYV>1Ra@iZhPD zShg3l)VHG;$LjW-vxBh_UC`n5PVA5W?>(oGz7P2Ms2?QOqxiDo%EYRHI;S64*X8*C zX515CiW@yT|`dGD3@ z%m_7jZLO-#KKMBznLY!@T;frkZOFP*0;0x^MibVzHFWYTL)d<6zIwL0v<1~*>yilXe z9yvLty$F|h3J(k3IF~JM(&s^`s0DgD5z3h*umL1p$%OAa zrPAbb*G>w$k|M?eD_}h3WDG~f)~S~<-hl!>H`y0pknq_ovJ0O0sQi?xaJLrV$SDS* zJmXckGG&VAlqN*n@zFT1kf&jklS9X-ZiIXL_#JI5mF;WQUrWQ+z0<%`%JLSsd?#sxT;aRy9|U(9 z>$aWIOyW!1A3FI5?j;>W`K(295}Lur zopV}ENBJAtDg3KU73=GvG_A6>Bxl#oaIyZW-@+b`T7%xKSAfJ2OsutJ)olg5E(AB} zUN-z9b-4IjaNUJ?Cwp^1X~Kc>u-V7Y{HS%;vnJO4-6~1ymGM?@qa`fw7c4yr%QIIC zeU6^U)w6%=(-!(({fojHjZpV&KswSNO&x_5(^{@YOw+aol&xoNj0>-s4=kONkHiDW z@|H7sgHK%RT;qTnnUv`V+CC$S_xoFW8Qz;DK2&L5nEey^OS69>d)oTHrjgk{fy3Wy z|KwswpyT)_*vz{j+0X>G5s>dYgU|GwHAOzhDR=V}cyXWnwhK0@% z>0j8U`fa_Ok2^0%C+X3crYYGea0!|&BOcs~hYnq?S4THd^j5fT5ZW&O1s5i2(k@TNVG$B<;ohq45(Diq$!d59FPf?$=vz@P`Q>9T7(7e% zJ&s5*BUrjUUHram6@sQ#Bxvd9iFKqXL^OOT(C+HcZnEOI7S6g3uIaYACc)0ky z#E!KN;P!OU`;DLO$8MOLZX0C6SSt}pykk)Ue66?c7Z_)hooDrp#!yGO8i!~|B9*Mc zn4!}A_c1dS-*7lI??{^Duf6n)xC=@|IFRGSL+i*b77sgM{>QPSdUB=AyWj>Ee^3u4cF^bUwb5&Oo9VD(zeq2ydU)0cD_-iP>xW) zlb?=$s-LWXrb6jaNJ>YZ>N&M{^%Gvc|MnYK&`1_d|MmC%|9W!ur{iZi@H`H_Vwh@qe65q~MF4VWoRW7H|GFSGoN5rz^4wWv+4|CNuIDiPOwgF3N0gmYl}hUFAY<=5?rY zA&>ZaR=H?pbCpZx=jJLGJbvnWh|bPcE+?s{scTc-%qo|UOD_NIs&Y9Sy1><$sv)F0 zhB{EyU6N-Y>V=iS=UI2E`il3X4n);iPfHaIU609Q@Xoj<<}__GRrTE~)wtN0H1uCo2hGQe~zc<$)IW#oeWk@qAd+&)v0znSp^I6B2}{0v07qC}bud#&fm%@;Oymb-HynR|BR;-^yv-g|)-q z_79aSw({C+iSX6eCT|6NvJ$t=wxs<`C6OwtR9CH2tDL0iIgD(2&tY0e&tGi~_H^&l z`tW+Eqk5jvXRcl9|DRS936{TYHIX_U@vp05SjE{=1HKnkk;LPPqQF_i;@cZFd>?|BxTd0>{hUjdRsG6Z^TS8A_N zdZ4erzYtGTLuZU^M~@OJNc-JWWt=lI7B$9vqME)DC$LI-kpltnnb6=q;^eTpdr7}j z=0(bJM=vl$((wt9ls2P=R=c)5Lq22U)z7a(4Zy-3vObRPNv8`3pWA@QzJ#g!r}&MuLf?+!F-i{&(aUREtTvINjW*stj9pW}b^G}$gaD$q^ttU|UQ zY0&nDlg?MyUe%qWWgf;@K9TZ|Vx@47!*-_b0md#^zth>);yjv87IQZPtEum)r8XX& zH?>VuzW7X=yPeTh%+e64DZ7PUPCg?^CgWn64I5ro7T?jChTnh+zyH1L@}uYL$`c># z6Wc?5%y#2{_bI!yfC>AMbt1@RoCW=@lTGM8YyvRC_tP^UzC&QUoO8TcPO>1+=}m=Y zleQb5av}oz<3V|%x5FNWMg`ZlJ2Xz79%*4*TNT33<+3wo)`_O?!a}qD(JA9Ai@jr& zv^S)iMtge(Dz(j**5KGS+YFm`N?h2<`V;uJ8K9V@Ufv0ll4u4}z+1^p0V!0uTe9)8jm$9};L*!fHG1JKg4 zNWryvVn069c{SbPEO}5{q+_he(g2p?`=>!qPh#AYSvASOJ23{B8d*5YEN1T|t>zq$ z^M@z3aM+#X&=e{OLEBuqSBHLrjvLF z>w1Q=`tpPj8qIz+KmV4ejIqJ}$7|^S_v)Y^DvNdht1#3@BhEb^jgw9NNcug;;UuWf z`SRvb-}?#v=RD%wBE=PN|5Lz?6M>wH)z-U4cio7dAi8<}~-+ zh!NtKwUS+9)Adu@fJoo6Q;U99XV#=M`jd-#h7JW92`fM{k(>c<61TV(bBwjv(PtFz z#a?u_iwMC+>{r@Q(TgwQH%Bi%ZK4-PomTv=!0vji5=o5(p#E1c`;;910DqVN8O5vG zb8+o&`F#6%dv=Wok|CM*!|xV)$r0*zmi>J6(?_3_6O}H9LHiBdfu05PXlLXnaSK^d z4`XNZ6Ei$!`oNZ$xnY(LM@h>$UXYy->Imo@FK~D5IbJZw3y6Qs@q#&CfYrTDHu1FL z1-DDDk=df3E&AD_pDp^6`ulTCV2+W@F{3#`_PR$5Gn%^kr*ZCqIB6f*b;Tkv);flJ zyqGHau0CE&oIfkz=yrBCp21h7pRzhK-i_bB3=8h_Gk=Vm=E#lQIrDE(HAntZ{S0+0 z(0-hSS^qs{yIIrS82Qr}f4_{*zs$0C<{E$xEJ$6$)mp*R_eOS z7vHw5a&udGLK zl>z@#?Mk+pN+R8_N)KXXwN-0QRvf#QI4#u&b-tTA8uD?}rT(tW==u=y`gJu16+vIe zx|KiI%|E{`#Y6*^!_I}sMh_Uep8UF`uhIqM?W zapx5E;Ht3UJ1RjQKOf0!H%0KQs#u^5AWMCeZaYG*X#T9+8N;;2mFMVjEo$;QRSCxG z=o3v97Z`2(+j{>wKWn4X8Hh*=tWWh*JieY3Jl*x{2X#xU#C+X%))eqf(30zZpd?jO z)i{L4UF&0B_uEtY(QRMw0X=iwQyw1G88FWOz)$?k|40(}4!ZIkS#+lsN5UKQ3g><8 z2U}~uyd~L%7W<;CPiKxesRcI?QOzp5JMpvl1`YUSP$%ny_ZT&+N2r1F=_ReP9qC*= z%}N>`zj(m+(}PAH=uqEvcL(a+M3Xp=+P8$vU4t zKLciLv=tkwc>%jZK@mBl}+#eRnoiOs)=5XXBa{cpy0qsKf1?2e#dUjCbBC5e2 z;1jGwOT1O<{r94u6!(3$khoM-Zj~wnI%I>PM{)ZsR3eFTuGp1e?QCe9Z=X|`zI{Jv z0l9wPV3OD^UHsZy10sfXw*0e-7+iFZzv}6{u>YhGj|%RR29Hc%d^q6_99O z_kpLX?W5Qo`WVP29F0Nit8=BwhduKNb+F$@Cvz%I;bAa2>ZPxn4fy`Mc!zU!)I?HA zBs@_$#F-cLM?zGUMVxM=hRA}_h*ZUjp zNq{<$V?3j~xz7idbUQcrZSS^)%BUr~9{wP)vpR__I8?#DP-;*9!P?1h^Y zzK);I2EB@Q%$uS_=wFp%bl_({cNV{++tn4ne-q4n9sA}D*1xKfjCJ(V`EI<8#gmrX zLHsP6l-a*6Qh;ZWweUr2w;mMB3p-%hGpuTQI`~>p6WA3NMb~E+@>4fKSUY)E8wnakZo9Ib@9UeP;Ro{#R zlq{#UKkg3&4riZRvh9sI$ZzVgYa2l4KxFs#r>z|Y0dC@GI?+#0iJlM0x3>rh()>#$ zrz-Gz4f$1p$q(T(NWW`!csr~SnI-O&&I1bQb!3*ce$KM7(7&x-P8$|#%G;1^`J-nn zb#43C5XKK5|&}5v!>ykx_9elpCTxH#Id!nsAd=%f3?x;i?@!+JNddlEOU>oj- zKlIy09*!GjxEFh~x1q=bw)(BuC)WJauzP(nR^QI?hV^edTpn)_Eza?VcPrj-Ixz*u zMu<+JYvkc$k0QYiimdvjc-(X3VU9f18G(!|yo|`hC>r2cP5(c!!D*C1p1vwfMx*6t z>qHjnXI4cS$lL6eh>+s|M28d?LILPYW z?6S`P+Ix`2p)8H&R-_64f_|KjO4OOVB$WHCpJzm}IDCfoR)mkZTz%iMv&=uoJ=u<; zX=OyWlTw^}m*r!diD(xwe{3W6NY4MkVosfM2Ws>H$Xr(+eRRi!%+o77!mU{JGee@0 zsb6o;Td@jNv}{L*8F~@5bupio5wYIb19y&cUooQ-Mb;??;vRpC@3MoTI(^Vj3tK3o zoj^m`LgB@5Ax=y^0v$g-Tg(NH>iesZ-{d;5AAMsO5q{R0t&(EQB7 zQ*C^AOnqeLkD@=_*DSiY6uiMZrUc*R%(rwN!Co}yV9}fe(nP3F1Ip@U_Ll-pFz{x< z`clC2@={pu7Dy|CNet9K881Dyp&6(g+D#euEF=#y1Q^lRgbEJ*zM8`GUf+~*E$_es zJ+0#_NuHb@#n+rJJ~t$8$4;3Cod>rb%?-#J$zRKw<8xpwdy$|AWqz_C$Vk=Fpfw~x z&GXzePJRS=ME#AVCNdL$3+a`+vUC{Beo26K=RGY*@2rlTpXA%KkxzFIlR5`h>mK7l z_dEmVwu;O7A95?|LIhN#XX_da>)@G~7&y0UhnI%Q3% zees%V==6Cw#|5pe)Tu_@nXt#`4~QHFT42qVz{z!e!qfH!8l612J9hMar=X9l=#w6- z`-NKb{!*Z;Zamit-WdsNL!69-YwL}@Ko8z`ZE-0`!Pt^B3j`?aD z)q9q9S(BG*V1K~Z)tS_Z{8;eTLY&cU4XHO&_Dd7jN|s{DJ&qlkH?jwmwA9Uj{*AJ4 z(f+|gZm$|&BQtwyRB0Kn8oLl3BD)+4q*{o|A>PeBZHJADL^3r{E75BKzSrkZ;$7x! zbMgAF)xrr+V7V1*0dv@qR7p@3Ua#X>v6QLt0-NHdy+RdGqU)^O9Vj^{SF3JGtN|WN zNtBsuQ)SX$Vqfs&t>iXA3iwGE0)_GZ>z#A9z?u}ggMZ;|R>l8Xg?Js?psxaC|KeR_ zVB4Xt))20P%DP;S4ZM2}+l|krdlZ#R3RsTRdtpSVmi%J9ch96cWpVg;wNN7%WDaCS z-{lzTC^`l1lClrVY=#qZ2>43|B=1viL=VLge(9w}W>~%qb|$>UN|27wGWJ?ZnyHkm zAO)Z|Sc>hAI;6hme^^UAb`T<>|TFD%}9}x|&8x_En_JqU)rlPpiSkg=B z!!a8$5GIi8{KlL)pDLT`9^tm@pg7F}-LL~PUbPLn3=e{u>=0xLa%H#7-BXo5&BzM( zuGW4&um-#G`QSfdZicq`vDUTRbp(W`6ueVD^*cZ>_cf)vsq9Udt)^jDogsZyM=WlT z7xJuNJo#1@M#`9$+l4*7nbxtaukQ*}Ty1MC_x7)O#@uEMDEego%}*sp70Z+q{r^G& z$?EC(CLuAFpAZw;R9bce1qTGYL0+8~?KBr`4VnCw4A2S5lABbLMW; z>*9Z-Y<_71?!OAj?L8X1smpk zd~VN>)zp>&JIGT-X-P{rt&$OGL)A3)L1o?4HM!ER?D$r}Gq7WAShJ}|vB12Gq@k&; zCy&5>RGm-2|3q5Kb|HR;i~|3L{wfbCb)m2z9}XGiXdF*4hd)Vqg00K*z~yO?#9I-m zzFnxzR!uGYydLW~s6zU!pL^@fAAS}~r^ z`C*l_TY181IsOzFVD0UiN7M>DrOSGWowbpMVe+2gvK*H3&hP-mcS(CW3K)d0myfa) z`;h)d$I1@`*0zf5Vfy#l4;}Z~u4Qr3(v!k3-e*^b>lQrwos4 z@d^C(WU)pti=4p@Q*085>0FLv_Hw&v1lw9}t_QhiXFh1G5K|G-opmN>C0BYk<}lM? zZB-$Is69b*rd(lk>3%%mf9>uk#Z@nXE4EpWAuSfqrqFdC{ z;77LoGHM#>{eAAdz7@~2HdY6lPas`S;vpcX``!Jeu%DuK2c^2K4 zl+e(IXDDPwbrc9?&3-GTF2B!44t~UAL9>e=dAprLKP`t!9(rYm_C?Q zmPhMZq{jgrn8)p-bB12CwG_?waF1l&cI1|LvbK-0$&fl^73~YBWI!SdzU^v+ZKBRZ zudy)j7KJBgnIw&6XQv%Ak`n9127%qJ=eU-xfFIkKa2qwNX=$X11sD4Qy^UjhLI+7< zrpX!)vNx7niAPCQtW^BwM66wPM-PqpZrh znh<_VPM*f2x3JT)5}{*czTsr7Yx6|lB)LDn=TT5NQfW5Ha4{B{f5JW6Oiyu3*(+E^lFH)1I(O}K*Z^O|iqY4u28|uYUSk!I{X`GV z!x;0U_yk`{3S>w2iWEhje;a3n61xIctnz-`E6CrC5$?u!oLvo1L<+HPI#1$XmQHXG z5RwNB8wTC=ZhWS93vWG$`RvEF!+@F9uwYt1{sv{D1&85(3*J3T`q}f#qiwJ6N@k>@Hv&T~UA@0X3VXMPg(0Brn z9Y2)03KE+A<@km-!BybBWOLMGGBP-d*9tBnKfrJvaM7!${v-Zx;{%Mvj2(aDa~(ME$;3^%2n4j0DKC`N5<(ymIeGqse3}v>T$B%Z-y1zbw1;gs< z>6uTz{e#$x9|Mj<3RP8U@-pxJ`1Hh2Vg~Y#q{j-ZHr6piaGqUi@iMC}qy?}dEZVlV ztInk~$A=PttE05w@$eK!@Gj>@Y+AW=%t!N6eHm2FT(OrWH zCkz5ty=tIJ@h|$5<4OftGtJ2 z;~IE~7jP@$k?>;bkei>u9p8pve5Nw886o)YWnaL7A5ELz^Al9tkLp30Hx8+5d-RwFjxz;_IG_p>Cg{r9$@d(EfyF0?9S0MNn~zESu; zpWx$I(pa~>=2PA{Aks=)^i3>UuF8{QFCbPUat_ zBl+{`se-S}xp=1LUh|2^8gB?18QBitmTer37Q zPJv(IOwL=ZJ&(q|7Snpor(*0`b%{-+zO>TzTYD7fNt?w|C94N%BWdA02OzD8D}Tw( zS0twP>~jy1YH&H9(Hls1~&8_()pS9O~YM+iuj`?2jYwCT- z)_s#|KIx-A&ey~ihO^1b&}%-GeSmh&Us?0XUY>l#C#S)k9@TiB8B~Gxn$OL^&$qee zGhZpBxriu?^SEl0=r1l1Wpn6yM z$*@}8cLy<@lkW|MQs`7+E^E@u9 z>pV_PB2~+6RU-A7s!62N!KbBOlanu&)hJ$=X|BCS@ku~J|I{NvJ)u>Ft@?Il5#lAF zA{Q=-cSrS8c!C@is85Ka0s(5J(}ev$@-`0rxW?Y0|1td*P#Ic0v`+l7uDTa)W}n1y zH)KUQg^6D2bTwpFK;~cWcQX7T=KraHVRU9?8`CLQ`C0cic^d=g4bZ651pN`oFD5-WlrV=9$XXb<-vxNk9BBv z3|$ES>PEnT9hLOqZrg*>CFSRpEVg{)S-kgT4bUHpy)|quO+p5{=7S3J1ex;z8$rvM z2V{0m5c6(CN3M^n`E3V&U7VaDZ~h>5s@*%?Ki<2YUl99p4W^%+A_K?xNA;;`8TvMq zxqrBZ3jvAOqwjI&2}=d}?h`9^g6mwKg!*R8mp&s&^_sJu7|t1dnVK_rNOYRmGI+d* zE3Go?lo2QM*Xfu2b!6|#o>j(-q9k=xJS%4H$s%HgRwdh)vyonuC>j>CW$#A#{kKbJ z6u7-5DwH~XzcgFUn@66ia}V6$`pYrWYc?&%%?;FZNS3>MQXIq_JbSXc9>-^NVD<=G zG;6I@mxg|krv@;4?PWWLd-2_f?`0pb-^y~eZyB6%X6$CXQ926vL2Oywm((MIj3MR4 z3byo7p$`C$DSA5Vb^7Ax!QHS zqrmQV%#gD)!HIl}bWuIo>Wb|Sp%>Ub0aok@dqiKxD^Z_yqv%z`Rq?L+WG>l5*jJ1I zEL2Tn>KV?wo@p(6=V#PFUvRwKv+1>tGsDa=5`#tkz-~8wcqf_yy9}1GH}G0;2b>hP z!NJkT-dmUSrY8Ky_|}k7l%L&`mNs4q&;cG$A9pdf;>Ku}f)qNuIV1DiC>jSd5w*4S zlejZ)?w*}F3_KPsB>N-^d$V3oeS5T8x*utk!ePUpy*h-JPXA`L@LbMs)wwt1rAU6^ z{e(*<2WfFq(o0;5`>4p*{b+Iaw8CG8w12i>>u%Y_n&*1`;?nGK@_jUAFg_{PSliAj z@hveHI$))iFXA!WDXzo&L{F_pw;kELB#l%3PK`ytiZ?)`z(8HF=D!DA=G)Y7H=>i{ zUSK*BGb8H%9-q)c)iMsqiU#co*_d@1q|0LM>oC7i ztv9_GkqJBn?7(cDJM*Y$CFvvK4az%4Ghs%$?#^3R&cS#N zRcH=c3my%fzMWl0YhM?uA6t^ZoxQQ%s}YCKLB-&l=)szK4Z-Qo`<$tnR{IAbmpJDI zi`Q5R4hmu#)zVhmX)J_0To0d%@C9laj;RieK#g_bGZNMe=}(e(d1mBB@lr|V z+6Lm;p`X~gMp7nF$5K@PV?IfPfG;lQGaAch)v@ONSO?I)S)~8}i@)F=_XE0o$L#(X zKfc0UT>HQALu^AnRP=oK?-w%}d9yqre#rR317-^sSVW74sb~${Gc~o8m;7Ri&xm(I zQ%_&c3|=usujoNg*X@{nYdy3%*xm(s8-)d#Aq#}Y7}G}V;rPf!oyeMS$hFLyx9lkH zgW~9_2{*E3+RpPNXIAs>skx~y9Uf2UQ7e*Uf$zv}LLWyiTAxV`fK{-=&@p_1zuU}N zb%z#|kr-*~>!b_bF|?|LC+@_m9fxu_iw$2r)t7v${w#GgQgcQ^Gv8L{XO>v3tNLf4 zBF_QrC$c9WMV;}-JB~Xt)MuPedn7fsF?_XN@C8l}l%X!|lcYhtT4GONDqbk=5saS% zm7t9PPu4~R_hI}%RrUf*TkP;|JfQA6K7?=1R}s~ue6I-%lJ7!XQv1~6hHO&$<~=#} zhqxOUae|xn-)m;>rVqthm0Kgd1?dfz`P>1<(zxbWi978REzWt~+NV~E0}1~#hVeA- zmOK*=f@X9d5v;vpd9o|x(=veUUt(2gdy+giV!T=_5lu-}9mbvbUxp`H+=^%E5T+3h z3M6D@%0I-s_saX7>!>IoxF9TsHtF%qY95A+VD?0$TPx>Ti7f4uZ>F>?NfGT5xOY_e zoh31JX?sBM1v@Php@u5oog z?rb4ddq3_47r@eBH|o<4bRt80r!bto!U`8w3MNG7+Iyi)R)tQ+-8%)&P>L&GIf;b* z@p%7;`_IMC^Hcwb-|QnRei+#C*{Odi5z>nht3dbq*Rpo7O8l7-+FgYUygR<;q|u+_ zgbw)zhbMHjdwnhR+{1u6c|)=S?LC6J)@I(C%>HoaYX2VQ0S+VfoU3yy#z}h+=^(xU z_FOF3li$L##Zl-#ZC^8YZk0Q;x4WdIyk+f}#L>aq>3f&G0ll8_keAlt;A_YRaF6TL zBWpbgtNH!-!C*zu;0d)Y!%07~k`Ce?`QY{5&DbY#?la{ylr{$M@4%=#F(NwDQT#2P zR{Z^RjEH>FHU5HXC1;^%=$vn$C+Da64(G-!rCIP+<_S09s$>dQ3K(@%uwaV!*A{l#I@bRaDnn};=$;OKE^WmY zAQWY3kF|CtIH;oa!+Jf(Hq!pB`@u81=|?hc+!0MSfX4 zE6JVHE2}p_%?I(1Pbs6=`C7a6SrM`i!56GC;g#0Q9awzH|E6<;+K%k)r_2^=uh-qx z*CNWz85$SDvy6nfRQ^_{e8sicIrJW+FA&X9>v3M^@8w+){OLf8BC}gItWdRehbbm z+KJ4g?8KvPEr+3rkqb-D5Pttx{M6MI+!cb6mgf{H@>o7a<_m6J(0*cobi$;dOZiug&;Pw;a~RxPC_coQ79;N;!Q%>BIPU;pI52U@M@} z&W72YkNa|DKUHVSwHW#8pEC1dXcO4NBu5mRK~Z1ot?>e5Vbs~V%J+A~lXF}4g9g^4 zV*?qIvO{*m8-%CyMN~2Ky)tR3ttQJ~U6Ja1d+HCc>WJ0+5PvZf<=!5I_2K?;)bvw* z!8;z73K8lsJ}a5~zQWp=HE}R9Nj(nLO}yXvuvpVrNbqZU@jj2=??7=VC-G*DvC3^(4TW-;8JU z?3eL(uAUkhY&-VDnY*gm)@MVXb8|k5Cvz95QC5YZ`o(O-C}1CSzZL6~MF@oa?3IA; z)v|*d<<70R&-Xh1-^Lhq$_H;!E-bLd`$s(xy(6I$eh%Ue&XSVPynPCe$6j#`^IpuL z=7(f&vFc@Aaa66%ePks+iGM`=s2QN6C0Ltz!|H{gENa!*fHA<4yQ!EkOzX8WmSK?D zv^7pDx`;1=dZl_E+BacNu9A*$><4|cT_Z&_@~HGTU|+Pu)TaxN+c6WmcMCpc9(SK75P}14IU|QCti>m99#2NJ5^vuY27f%4AUBP}3`-7U~1v;D!*qVE2-l9JE!4%ck zb8%F%u3X6-$WC6I%PM(PW9O}qQ#a!uGrJq#tJ+x{ihX4sn}K`G(fq+(tOWhL@!Yj| z+F4`37x)R{lJsCCpHmX3R+*6$HKTgbeDYerLc5?h+ouQgB}IXj`XF47w-KFQym~6m zIn5ooDUS%wpOp?-i6ME-o9IZiA8SY2-YoJ!RX=q!d}>`#EA*aqB1svp{xF@_9_(oh zZ+SVC#0=e&#N3MO@EM(W3N5fVP=sN65Z@Z>mqQi$fpegHJO~&-BlLjta*W@DM9gDXz{Pu#N^5?j^u zUa>yWJM$m0lXYhmWIec-ooX`I!90W+J}wdzj*%S75|X!Iy%3vW&FUnV*;;VeDSXa1 z0aIWJJm@k3W}+*gd1;TqCvg>cu5<@>oF~V$wHOBzD_rw4+$kic=ojw99FAs^1THy^ zlXXWEjSIC2E0yIZ%wa4>VFy`NR>!b<%SQB!J3)6>%axXMpu?fRZO?Y@KP$+2PyQV6 zWPJFnI>$bbPe71a@m_U`W##N@9an>=xO>VU;;-zWqMezZzj(6OSZk;GHdeT5&y|!m z%Q~-sy<=TV&`c2t}{QZ>;ef40uvTK+6I5 z+pVvB; zzveX;3rvu)V|-4IEQ^hfKs6MEcfgw-s;x$6+)O<8XdAJMDP4w|*dl2GXQX@e?#zPJ ze1uc0L0~)P>XoZ2H7nPisOO?|W$%`1SB-Cye%y^#B^fIjDO!hW;qQ`G&FOZV{g=-&yqv7Uow{&8@tX^4YC$(!2B zZ%4L13oeWGuow{Sdn_0N*tWP8pWMxH%emdGpQz?95`x?~NBe~IGI26*E^p}N|e zC#$6U1>ybD;<3BBUvRN!Y^+7vR_T60#{sc|q)kW*d6)cx)&N=A(6>7F15A1E|J%AE zFW6j)dNI!L)(tbX&Ut=^r=f{*cB8!E=n?oOWEY8_O>4%MD(P9Vg;D!)yf$gy#AeW3 zu_4G!!24!XSwY=mReIVa-1kVCFcC#RqM?arg`qeePMQZ{DBe`C$fHI zQPr`k)QMR)d{DcS5?Rk+N!yCli1%Nf$DMW?Pb;3r{vdyDlo|ZiY<}WP_!Vt$dS9{J zto4x1;*&(>eKNMzxCzY3erX{qZ^^I;@jZ?S?J|Jho!+KrxJKHPswV!uNx6yOyr!XCFmr+}ophdpA zCBN8mo`wYw+j%8;Bz;eShe+>_jp$p zk6F*69ktzoDVWypO+Se|4m#_{Yqf7gTuISCaEb5XIB+OOo`@;5k*AEA95?QP&aBAK z%@|cNMYL$3tH}0Z3b{})VmD@4%gLn7sU25zYCc`cH{(92teZWvcMMAO&I6&ut|=LV zS5~kktKhI;#l47;h)(NkJ8=yjzWee`Q+~MI#TsMHbEIK=FD0di^VN>}p4E2s^{Bn| z+nH7j3)U^Kldk}sWt{PY*}m5ujU^ddJdl=QiMSObW52PVj$bG4YBz-)W4r+dse?cf zi(;|x#&%cU?ieh5A!#5nv!#G3y^yG-d7khd4`XsQt^r%$llYMLaINNL-cLUx{PER% zPV_YIB$1?CbWAWqI|ha5lVUB_RFR#+-pt=Y6HNcxP%mujm`(?6GqT@ zNAp+|152v78Fv#aO^EKtIEqbk?N3Fsphx{?+#?UaP8(tscy-CVfLl-53BWp``2K7x zBrrV-wOe#^ACE=G(DPVNZFNkI23PkQa>sKGT+!TQ>?dpi94B#!;tea)~tpJ)FM^yo6SX zF45aoS&H0qy5yG(we&@r`7mPs&#_BTMB1Q=sC`(jkL~W`jZO9oI3p_s4d-!r8@X2S zfbR;1n1{9NaE{-FuodT-xty8`SdzVtkvnSF^2MGtJ>SZ4|iziVd$|DX0@!$aV=K%T4;H~?`ryh^eN`2N*0M7_!}ei4PR zl|KGfJYu}JDW_KRPe|&p2kPAJ+7mov@HS=6L8Y~mS{nK6T$&HZSD_>FOKR}`W z=keR$P!jW%<>1o-d2aX?Y1qiWqeA(eDkTi z?jN2{Pko=+zT$aXu}kVEu5&?=+5NRWNZ)p87eJ6a=(WJKJArw^7-v7N#a+%2 ztm}+?(uw>XHBEYNjcJSrCQ$3M7Wq5u1U5Z%3P0Kgra!UQRqi&r#^|lY9F$4 zO;q*dNEYKIUrIhWFQ)|zLhr$D(HiO9tRHk_zuvWt8=;~c2Nf?3}Nb+}a2gnIgwT>Y)RXNx8&2B&C{q6O(G7cT& zAoilJc4H^NkQ||Y=D2_7D2w`NGY`Gh>s|i)c3>-fYWTlvu-6(@hBV_&YY;j=yVvafno z8D1ZBo4xSCz-iH!@IKi`nwq8aS?n2sV>_Z%>sYC);!~q~AO9i0dsSJlDw~QxqvL~d zy{ZhVn_mY{%(qvS^{O&7Aa_7o1z&nqndFmdL-C;~ld|=#WcQ=qgR1wSg2pnN=OA!q zUZ!&IL52L5&#m>yNvhi~H}u~nbd}+Rzm8a-GX(H~9=8Y8Sd&dZAl?LZ2~o!9dc<+) z7lq74`*<>oyNojnSsyVIG}~TPR%coEZd3T`$-p26O{`ewvmtL}gGyWJ-KNM~T3l1t zyG_}`#tsLcUIbr)-@pZj+>`8PxUTzair4n4vet(&1tZI&^f;UID<9`^$xM*OC=c|! zeSs79sxs?F_Vcgr55bkY!DYuTT|}HsN%QX|F0X4q~-plR6rs zOniINGjI3xI(xzwk_LKJnSBW8IK8SYE7W>bSzV9!TdOLgj%D|y&DyKVlxq)n{^wEy zBP)^$f?ic72-F%uuPOr?WB*QSn5+3GRMVlFzO}$R*Hew_$a-B_uPgIe6ywYvs$g!F zhzGvxUROrVzoLI*50@>RURQ>Ud!4$ntl7%HTtztiE$&v=kog?8U#EtQQ_Nh8MVhvsLE?qNX&=B#i*jCj<$tW4F{mGU0`K69RK|~FK=omkfoeHN3AYZtQX>cPG9rq zome@iy79SQMLk2G^5$pQTTYnE&-4JHO4&P@(3_qUC;HXTUoP|Vc*2Xz3+DvHKB(5U z6|3aTJCDI>cHA*Fr&Vyfh6O!LjJ4YZn&)4>hcm)1#io@>#UlS|LRpiQ#-R&x;~yaCtk51 zmzw?HRK)GMIL7YP`^lQl#~8UzpiqD2+j_s*35^f^ob*31dQr_OHQA>l`_t#Wte4I+ z?*EjQC2|WbdEal%YeGWd;byM%`{WJdI)6V)ZL)TQSTuXWySU#of70YZVAIsK{X`fT zOYsME(#K^KW#*AxLRN6wHI3dfTmhqoRuhodJLn8m`|N?SPJCmPKJkRrGHb0zXP40B zQMMO5q#SlUpWjEsUC^EXe%`KKrgsiAWQFvD;A}u(L#7CDH4f9o)Eygm7dOCQbN<2WJI!wPQ4cR$2EK#T4^>Pn@I|Ka{? zC$b7aZ`O%urh#@B67Li_QP!m({ZqVAofN(c$l}XZ=8Rxd~7-q3MbSL z$N8Kk?npSHg6z_bFNkt&1zs6~p`K^ASWdnhQ|A zKHH-<>xC?rD}{;$ow^fO`t}V`pF@{BPn?eXh&ma2jdR9hdVg?ksq7W4fZiKm#AfhT z`fsS;2CHE0e~;feik?($4BUYCfkWid@z$^6@480$io4W+ikk`8?hxj-?Z!SOeHl_qg?F@W*E{8f#A~^8TvY zrluHngZ0*XCw|>_Ar%C)DrAOuP2KyHJJ!yHar`@Qc7HXOh(&1>n8@-tQPw=KUgJ*(-L|6b;6l zi&bz^p!ft=rf|S>l1+CmaFP*`-iJlP3-dJo`l)}9Z`>WHtqf|h4eW1o)xCoDzNr~G zJ_weJqD?*GX~-wI469>L9>-^MNp?vczkwd#Y{XeJH-o!K3o&Qa7|;e>2}(tBWiKjm zTd3)th=v)^ch0rwADPHmT1iI_;|iP(teYp56WgT|n0GKHvjraQ36O?1 zbfvyi<~rahG<8_;bbSVme8apm51BdrYI$Cqtfq+Myud*8rQLu}3fI)Fm~o&RAec{y z5~sRlNtUsTtWp|-`JFkhxpOUPB@YEDX2N@qV)j6cu9jSbM))n9&yJgSqn21 z@L+g95EaIO=j`C`*I&f7XQ%#Y-8vWR`#7%El4Q)aQbJDk(^rQ@;A&~0{^8eRg>W2k zaAqSNNfjN!J!xUXuHoEyCMaLLVaT(zs#-R)zMP{n96T3GCP_|lpy@8{=&JBb&iaOX zz{84emBP-!wa^hfFQ6|D;4uUZ z@qXO}X8pZj*n@&C#+7=9EekDu+w~49&D1oWPrE8)a?7`PxAiK1gCDZ5bfy985kF{o zW4+GtsLS%|wxh-X8abTdVNDT952<%q|7mS}{sOm03aWCfZw`TPE%KWhx-=(n+ zn{nIOoC`j|8P-tnM(NJ%S-c;bL+-G7W$wbXL^%`dHI)pxCO8Qu%JPH`h)?k_&Jo*^8z!_>9L~U4|t+*dmx`Sq^PB@Hyja#?EDfhun#2Y0nucoz|Aon$DhYDWIh-@`ZupV!F+&;+p=%73wSP*fmdBe3#xo|DJl5 zi|=|jIlvUhHrII;{6(FbIprE@ho*_IQNC6Be)IYMjM5|vrm2dP?cx6OwQMxWcbV=s zM$+rmq#S(vy>)o`m`3XnYs?7;YS)Y2V`3*6roGYuA-E6)fUEyAguPDJ$;4XKOzpy!? zuJ*2F+F2b}SB8+QBx~(RD}(>BO01vt%JyTe_+}NE6*u(SWD{ov*U%Q6uLH{dYb|SO zHVJF_iSRUVN}s&g_MoMHw(JBY`GTgj{6$a72dDY7&sfsR0qv~37`2M4irRcFaZ`LyQK@4%svxVOicQQ$3I0eCAmsiYv)lwvN6mZZ(g?CAW|t{#?9u7zL_v*APhTRCL3UAmCyx zKrm;yF}DL_or3#^gD@+ynUi9*QlZ;LH487$xvSS!vW ztkoN#2Hre{!BY?y-H2Ym1MUIK@!QFFDX)yJveYc#eYz^2wP`2s*nD{h=Qc53Qa(QN zjNa0#8Hm)94*Dj#o3OXGGBvK|!o8f7vUn~#L8r>F(B9&+l*R1lb;cI&Go%NU-VzkN0APXQ-5 z-Z6i6a6&XLpqfyUOk-bL-tIS$@kpGI87h{}H}kMr7_?}Xx`Rl<*JUrHSGD;s-a*d| ztZZkOF!KD^-IR02RYqFGd4_b3{5SPl2^dYH$qE! z6!2vINJR6=_aom!-^stT8+RZ_ExQGQI-g;B9AG8+Bzk=kyvn&(UQ?^%_-=7ZOWi36 zYfhK-bMv7i+EUgmGkvvrEt-Yj&B)q+TRc>vosP)ooxt6Xf}auN+Y2}l3&WQRU%nMP z>2s`j4hxBFS8+PwAesr;p=V+wardKA@vs|XF%ntJdTQz%!pr4*cn)#3Sa zismBC6k!->l@ z6oqyGti@HZMHm@L>8vrh7Pt>J@jW~R3CrI=fNxgGvtj0oV7eXO*N`#{sYVbFd>Av8 z9yHYa1xM#VC+y&$=()_2HOUum+5dBAHlyjR1qOiO=i>*@x&A;3KhB+{SP94l-?IVX`~pcS|D3&eGcyUFRfH zQT#VCM{wmy%#;ccGB@C7;54{-J61!+Idb`Y`AIDh{D3o|4ZvC38Jez@Wh<^VH6Cxf z7SOG8+N4u}ckt-VvP!IOacpog^&Z(hXfRI;HJfwm4rmk$MUa3yaVPVIGir`)w&aiT zmejnpCOAl5V-|dJ#GbXA-k>sNbr}En)^oxd(M*7;_+QpcFa|5Pw*bi84j7<;vpRN+ z73f?>#`T^Ux>NhAo%6n4kLSrpW*o%lL?i;UPGJDaEv36__ zue;8c(mVW(@;IOh-o$Q$X>Hv@&bFmM#*khL)+-N36a+Ny1`GvVzN2TNbHI?2;>_{_ z_65fxvJ{lbX4rx z_TGB;xSNwSk$%!+>YR}FgxISwn`>qKPfM=d#TCzmwIr+G+j4TK6MT9cvtj?>JYZUz z@oXNKSZN6WPU~4oMIv8hm4IQyBf;4lWjy8pg%}5@pO-9UN4QrfjD8${DIa<*?nMW~ zXJ<=Z^_z_Su#D#KRHLW+(U-U%39ow2yx-pe`OLQ^H{VowP9+mvYNF6syvhyDJk@IjG;OKsLQKs z_szRqf6qQK%OB#Ynvd_sRYfz#S+8(hbS|E;wB$|9!1W-t%~#_flnF0DGMUSHwp`1& ziJ-_eXCZ?z={Y`$lXhJ(?@CVS{X+cE3uIguM~n#_P&{9=Pwl1E?vPnpXRG00*CyAl z_59&pi9W;&*(F;IKtxj3cqW^f9kH}vr#A}cLhr0K0_`bRsI8TD2-ikN6M-J;e$X#m zw5>ow9?ZADq)jqU>BHV%=E=-!&Ic~)4VnwQ0h-|r-j(`yc0I_y+EaAfPxJ1o&&pj3 zJ}+K>5VIMcw@cT89HoBlb^cy-;x1hpc7pTQ>t6P^`x&6+yR$%h&7X$9^~CV%@bhYS z4WF9#`D8~MzNLmi`zC!#o3B?q|C)XQq@v}=P(Q@03EzN=h)ed0=byjg8I4#LVO>*! zG+{5~_xic~Vzpi{RCnQx3 z7p!*V)a}60UMD`!T9>xtY;@@?y-r+yG4Kk?!WO_%=Wo|BaEB-l9DTFu#Gx+q_clhz zY-?TrI91B?tfY{qxe@neIEBU_oqR^0P zUvheGrZNPbr68O^t9tjc_F5i;&rMctTSGX8+eu~Y*>`MjCpr^eG^(u7T)v$7)0Az2 z?u4g}OdK@cDNR=vc=ip)(;$D2=v>}lqyt=6UUk*HrB>u`6CToY6bY*}IL%ub!D!d| zj*;zM5e3P5=Wct6fvL_ckw5g?^7NFyP<~)R25yDcg^!!j@KOj~%5hP>`PwWhI_1xr z?}=<7LsXF{7H`v=?AuDZnD%U;$62ZkJu&w5C>mt0n{$FE+ehVZnS)>?51=5*on%py zA8|AOR&L+*p!bYn`E23!@Mfx3V?S2p3eS1>?i5{ABP!XOW z#R~A)wz~p!rt_Li9ccg3*ja~icH|jGRx*0_Tp>2{Kf)h&HhzeAFml`1gxG%aWYbA{ z^5nOzE!vZr2mao+o67Qe?8p2~lWpu&5Fy)>IMK37AgW#Mb;NUr&-%OK?Qea|PsAX~)c(LS7X!@k>jpd2iv=H3ku_6F-7$OmhsXLyeo`ePLwn-Sm#KvzbjS z-k|vE^xM>LLD4?&!O^c=K^>i;!;ElTQm9^=<%4NtFJ=lxDy}202AvGA!{3u$7E^Uf zvgy??!{=O8yDy#JPV;^E?a5%Zx_B&>gJ27}ZmkyFa!|Nds~O#lxGY*h-^2NPXuh#;T4j=DQ`C$X{?Nh!tr;nw_DR=9~Wcf#f6d* zO?YZgQp2C8*>_Iz^Kz0)ecyu8Rkd|o>+Mx_)06OHjOA5(R*syU_6wth8o2!SF$_*Yx)A#HO}sI(wy8uT!cP1k#9 z3p#brOY^aWsPlyJPfL4~=Th0;*51apFBxj`dfQ)jB}QP3-a{LFl+VpRJYlgd?6!u` z`EhMjb*k>M_s~{+Yo0&X7LvF{TNR@H_&m77>hQK+kTrzvk==V}qYcUKv|kBc-DZ^c z7{2gTks|)5zk|G>J%*pYfp;f{FaPy^?DVq8VEVCDzw;`2{PbI`qNZgagT4x2+xuL)rny_67H||}tPpSrIH*~XMj^jK( z2y|OlP$^44BcIN_b^KzHB{J39QM{1cka;;#;J~=*V94Rl#XZN*_P-N7ICbJ0ne65W zH)5=m`it`4v8S#TEbU#hzluGa>Ta$2E$XRy*K90s>)35KSVgMqe9+!C+rC74_w}yX z_K&Jpmb;Uu=7>(_-e0|IHk6hSt1$`L2b~c|R+Xu}Wz=v|r`Ee>xBdF>2b`W4eN5G2 zXlH1B%ENOlh3jK(Jen^xcH9kYAK?33=8o&BuyFZV(p{+{lRjqU9&)j7uN zbi}ToUDO?$Q-pRRhkNam`#$f)XFLJBMYp9}rs5&?lT62m$-A%5df-ePY-CQbAzxl` zQ^&H28R4fyQ>2!&KKDa?r0Bv(1c=^4_>mk<$%uDd8=SeL*W-Rp)}jmOABtb+VPs=) z4v1{iPs&>v&!;joix=^>?_a)+TFUk4D0UD%%s!4);2|+|=)xsGi8|7&MzYS!%S;)0 z6m>eXq33lW<9tS?|YDiv=H`2RoJ?4X~tRvCKsk%~kR4NyaN;C^!Cms!XKglL! zXUFHi(9LVuy-V|8ee4Yo(wRm^6TlDDwuj!z+7N=^c2i16f#%%ObR>AJDj%gfsC-{resRJxH>2W#H6M8)9 zaW4cMevWbJs(-R@Sk{;SxZlIY+GsUg3JMU-xwBbvl|1KWr_kKpxHnH90zdE;;~i*q zQmANS*7J_olsW_YJVE#$7)I}P#boG<2iH(-k@I3|E85o<&llfBo>By@X3XcqIOC3Y za3;*t(vPv7gU;mP4mjP_i95E!XC~fut57;U({(zGuR>X#X~vq~KlR7BlMDd(BXkKz z6?`twR?ZnqbT-_Kxxqz%AUOw|#mWxpejo|m{y2N;ed2kwJ2mY6 ztGieaPcu)&FE~pFsR1u=u2OqG5;N8sbaKy8Ij`ktCU-cqPQD_aMkP-Pm5PrGT#~nW zRT}|~?HF}4etc8YU!=FgTYrJUM{~B{ybY?Qz zHs^sSclS;swXo#tS&y|xNy6ItPfE~VXqH$s$Vuso%8=$1K_sotBC1d4g|Z}X!7Ysf zo+5!&ImqrOF0|T}t+7?28Q@2)-7h=)laoX54W5AZ(RZ;8fIMTO+v8EtNr{~Nc{Q%y zjy3TAxv>A%LKntn$lshtxF6JaBmT$B!#d{e%0YZzTN}>xm*#*K$gF@|eWtF?(w1E3 zbZcxR=^sO@Vy%3qU8A#3i{-Kgumt{E@JsvpAjY!B57v3NeT{RzITM-v9`-(dR#yAx zfWSdHr8T1m^H0(|6L%`N%NV=bDVySQ!jjW-Aq-!#H4ZM?YLgzz8IkNc9FjXzGlXAC zo8%fgrmRS1hfmq(x=XW?1;rEd$3+{nCrET4OB#DyCmTXn8^spIl9fmBLFmJYd#7if zL-bRvk`sw+5e_X=bMtX61kXdG(i<}mX{Zyk9%;MD@3Eiv!xJmmnclT_ypZ(0^=S;& zHsp7G5_bH#VvS;zvNv4k9lj6T)2!hy?2;@}Z06icX9SAVwfXbV1(*+aS1y|SqSsKo zF?%Pg!V8g{%QKmWNA~TG@kzcuKM!>87f8T6fwmxIeu(4+TB`IBF8O?Ej{ziV>l#^q zSU8mAyYZEC&v*;)GFEsDpL=d^1iQ(7dLx;a!h!lKu!Gj=!Y+>md_ID4b4VX|M51L`Nv zJLchJ#w%E(C^GpOSR+b+cjhU&j0V=!T^@O!x8|vi;TeX06|?lV5rB>i^Ijr2S0$2c%o{ zJHT0JyTb!1r+$WP$WSzH1;4;4X zwnd~{A5o9`%5Ho8sBe$JVbM<8YCQrs*1Xb3g9o5TGVue*ufzZHk@1)PJ6P8}BJ2vD z%o#y0%M%0q2yb=Ut3J{SvXKRbx)hJ==O2hpIErhy@=f=Cm8JxjU!+5>cp=h%NnRu_5H~ zw$FH;=XD$f;7)V6+DrfXu^(`A9LrFokv>;=jxBvMjtC88R6wT-LlxwC!gslod`{vm z`0kZIq#OZq=jC1Zic;q3FW!fpr6`%Rk+98p>%6f|Ww+z$*Y$m_#k+rAKX!VN^DoDO zhrib%&yqOu&~NOjh#aBzQ`dhV=Z@t*Yba@_|{-vi)6P05O)j_JMs> zjs|fDqH#xITPq%Pz1&X(;PI*7t@C77L;QPua#YQ6E$uD;JIaCe0>(h?%0L~)tMCK! z20C&{J4e3m#^)Dhlo!RaH(ffG!)L`km;-Ad6HXCpMWlRIogzq?@uJ!d;zvjd;y26y zir|ytw7JUp(OoD8h}{f|QHF$I#t3K2oPj(UCB$O18{~OhD%CQl17pBrC!HuCL{>P4BC6bFFDiD6i`;;(dN0{kR*=M@fXk2wts%t2Ra1f@^ zx$H$e4?Ge(E=D~B(YmY_+M02fJ25YKcN+)iojxu5@9`b{SJ76%MKk0%Lx$coSaQl1 z0^{`!`>1DlUi9QFSNs-Vmt!SxoP&7ZQDBxNjiAenYpiN} z_<6UuH|I^S1Y+J~p~0b8fg~QZ%SkHcDy#%rH)U;<`;ZspvpD()Y6mMC#L8@;CLI8CxDtoge&3;3S+wd&$ni zA>q?^W2~d{`Dr`>^pnyOV$aJr;toJY5SMIcM#|L?k0su(2se=9FL6}phw&9>S04AH zsJ<{|F~;|?t}kO=8Kbs-@cO?`hfEU0mHDF?)S2FJI&cBbOK%Be2a(^a1zPSCDs3n4 zg!hWeX|?cU=W6^o`$jl>D`eMUNQK>~!@^Ef*M>{6pZGEl3*T6ed@}attKg|{{%>Zx za=Tmw^4}CFG8PyM_cR1+fA0FJpJL3v1(!G*GDhMr1VjE&A~q%~!;`HK7S9}pyv2iZMcl9agisyKy#wF)AvEPOa zIKf!Y0_M`91Ru?ZxwH3Rfuv`>YsTtjJG~Lyip)^W@K%hJ&_Gk*Q=J!^vr}FicrJ;e zxxu;FC-Az4_h!*4HwRad1<EWvrRhA0NoCqb@U~llc{PT>>qL#-dC43&I&cQ>!GCx=oXOG~tMy@Ev#3ol z&QlJ(Ga6Y~pnjH6+SQ2}h!<#wcnc#-(_|**4!{IX3vMCRYuKwgQ>*Y^L+Lq7F87$zw zlo#!4#f2?lWWS>sqLbw_xo2b(v&+vzclai-a5J*7buYZT&7xnOBKBg8^b{V%`>m@T z#Q0-s(4Gt0P%C+NvYVI#dJT}$4j~Iwafv-Ey)Shwqyc*-8dkO)u!oC@vfyDgjR_yn z*I6ImARB-RQUgkO7BI)UW`2@&%!Pd19EZK+uH~oLZdcNqnTY0DH8cnfzlaA1}9DJ@e!qX}6lI;X@r$HqwEou^f^EC63jQ zbOpR;nE4WLN>Ks4UseHd0c*ejFbAITY-V$4hu4cWg&)#bF1}OO;!MkF**WG=;!m=; z$nt~^kR0OnL!JVk7mcx(NIASC;tSF=lJ_N-V@%y6u2*Y|!#4o4RtMyr?VAKGU?Uy{ z?rXm4DF7DpcIF7KYptw`b#hJ8$u&fRh^R1kPq@aNrmd8UL%mo~o0iW#1k|p zuRHk%_&|jQzLk$-d^k2yK=6w9vdZ+YOnYL+a5bH`@U@I?=VEx{A%Wt7tupvWwaX~TVto@Jh6KQ%Wb!tCa@~qavO<$nj zul>TZhq}SCc6BWTv`=1f&J{cYD_E!Q8P8Po+xkN{;*GT@6+HtkfqZ6td}gnq-}GYu zCtn@ENA%Y2RdPG6$C(vKs+;jHRVm+ycc{lBPlK!1;(z3by}=&`KS%SCNzCVE5gA%jjxQ}ddX`&0bJl|`^f7Z^Sc)92H5I75_GIv@Kj4vlDi(2>M^Q{ zu$X|bJC8w8oIE59W9GG6ddFN-IF^T10OlTkGCFsO{h zr~6&#UW)n=)f440M|3C0j-W=5CF+BhgH6I`Lj`!s)>jRkEGBGN;PE)_SLZwDDF7|m z*BkN1e+vufQsKjJ8={!}p0~!d23Q?XLDHT?{L-s}>R2^1fPPtT?ImNiDN(U~z5B9v z)TI!q3g5+FEa_rtN5&4MjluwKP+|vrl&nkc+`jc>r5i$mC50v+>)*K`Y z!JMZBU*$zUUpz21okIPsUg~#&`_e|mHIy$fy-(=i%;F%%@(!_bc8y5Ea!xH>NAiYK zL2gV>$|)T*=&6`YLY))5kIh z`}ReFlqd$sG5%Ir-A`fF0sEgq{}w(UqlZO~>!I11x(v-r}I44VPah%F}FucJ!>QJk0N07yezWG~^k}6XPZKk&4 z(NmC2JxU62XqfH@5?FEzdiS@6z@z)g0q-raglhX{+Ux z<0tl!^f;;fSUpafn$gfx11$r8$_+1nm>O%4y=&PXO+Kl~CvLte@3$}B&hCByNaYv0HIxsT(b zH?E)h?=icbm(qxLuKFy|(Vu1!+#Z1hf2A!AbN$5axR3nalr%$MYnkdRKxYJc;aP z`;;C99#R{|%%L6XS7og!ez-XHhos#qxyFi>zdcbs;#|oY;1bdr-lj;N{DZ>`tYIV* z93_IO?4oN0$C8>ARit)J@mzir-8FBLt!~Zq-MjadI7>;!l(R4vXjJ z&*lH?F%vW<-h;HNJv_|$_v@;xWPDDe#1n@E#vi08zvY;;T}iQ4-^E|#XcB%r-a*FJ zgV?#GepU^~*ennr$B|Ep+B?e2`pNVH8c)kU`t6EIaXtmP5@Zqn(>gTE+VEE4sUinn zJqUK=6S>TnV^5)P)g@gGnz73j6qJtd;tdKh3xancbZ7$4LrzVoo}XlKVY}zs6N|k@}hGT|9_y)=&L8-lizf zqxdx5J+j=nvaYi~y~{SGUt-dnFLs_Hrv*%`vC+fkth9e+^pN7zF(3iWg6 zXSoHO1aTv%(YUY`_%w|R^fR~=xB$g!WIVKI%jbGj;{>^i(>SqTaAG>cQPjK}w6PjJ zN)I9{6s%V47adQT`eY-*4d_UY-`#w5*h9rS5xOnZj-|#KxO&#K8UyOmEGWs z+bPPt9oVrS++;I;?nX5Vbb$3gm3<}aT{U)@Lq?8ZTDz~uNe$00%6@+rb7OSnvR?@P zlNVXNX3rmdlnLG$P*PoNUny z+4bna)OF@q>>`vP8OXEfBxEXby3l9A1DP$?fEQW;JP(?L0zRAJ|DWTU-=>&zRUe3M{1EI`#R=MuIgt2b4F!1 z*?W!X-K4@}dN*&Dz2YPvC|*2!EYHZp1(xg>JjIlekZo-gtSUH4y^r7?&#}+Iz}lay zTNoegbo53Neo-9`dzrpq%TevB>3m3GNdd@_4`Ua0W*iLu1>D|S=P#(uyFjF4dKXrs zG9*n>*@rQ@_vO;uefeKyUqnOu0ZX7I=!lAl4nlDcg2J)ypU1agwqPqAj=WB4B;e`b zu`Rw;`>+XiAH}XIKY@G!#omke3zOg#vUBMw1AnXgs5~pY{V?E$B;b4Jb=Ep1RiVaW zt=CVqx+R=qEGL}%-12JliVFicjA@wjyy;(bF0kujVB3X&+QqnL+#u3B4KwMWqTJ~y zv2f%@!3WVuO^KqcgF=n0U0Nh}3q!y&!-T$SP$aa579xFOKYpuT3Y!Yv2CvKxDWbt^ z@g2{4EWPJ;83~I+Z)9H>9Smhok_@fIp`FP(8|(lgzSfHwQxXmTJ8INjWIjKniW z%D*s%@Bc3NIQD0xbkiL}?}i`_ZbF019xMh9b@pCnKVyx8y=eQYF{!hkt(^noA=X;T zqHD`i#VU9ltCU{CyLm?SiExQAz1t4g`~=MB}%=t8y!hc$J+0N<%e&LUEK@riT(tZvqQHEHiDD) z3(dO!6&ytKLKo&7SkB%=d!V=JT72G*XA~99lU>0|x=`uNOO3^Op*fcBRTsmy6DMAP zJRuxfgsR0A(8RHZn7Lw~tp?8BNDm}1R103A-vj;OsOj&tOhO{3)`&#O*r+5S_+am% z`bOf1p+_+NXKU{e-E5|>?Uixy&jP>YC(u9^E7AH!e`gZX!M2rF5XQiEcW(Usqr(_c_+2UbOgg{ zy&d?BWQX?9|M$y2KwZ-eq-zF^j%iN-m5})**UjR9rWR|YqOI$ zdU3u}eMgyzZ0Eh074w89iG0a^I;0~`cP1-UDZg%7|!ig6wZYs2^3+Bd2FOy~5CwV!$p z_Cq^{Eqz4qf$PEPq(d`DFo^k1^`AmRg9f!KSy+p9W2_@PkD8}?PYByK^5=_sk+`y+ z*$v4tSwOOVWQq2k5Q?Y6`G6LhNbd;&9w8-rPYC#${Q|W|6Mq6a8$1pk$$iOP@wy{f z@Xo^HdQS*=yrq>aJ>n>EsP*D&N_p@u_Jm-S^SeSU%dz4FcJu^!t$RKdzRx#1p9&w4 zcC6=4{T6el@HnvlJx}VF%adB0@yDJMMVxT8Yz=2aDKl!A6J;#!`A_6kIVSuzs*UudH@84E$&-KXJ?cF`)`Nh9UluEIc-rX}ZrttBSb>^%|bNG|%?g<_$zSaAC zwsDB*UW>{UqlUE2qwA+25~)!PRWWH|*osptOHi3Ty}u{<_BwfyY`=aA;(Xrrdij>_ zI7xJjIHYqzl~>$PK_t(P$URYe$66%`l>Y+t$_fR3);G%WTehQ+x zLAxpkC<{KSYLr&qPeD`{3G&OFp_X+D(602Gx@Hs4@nONUp7H*!XT0}Q5L;hJ&v>sZ zjL6j|kKd=A_frt5s#DdKsu%hxh>0E6P1GU4oj}xE1OFItELVk~)AUmiRio2SLF}g> zB88OkP7hI{A^jA@ehMNzwy>#P1xFP&b`8~RoAE;gQF2IC#AG1KFNDXP+!}gR=o!4i z*z8yW@?Bnw-w)$kMI`BzMwKDeJiG%OG)L#zzn9OdEgW`NMFyxgiYLU`>AND2^nb-W z=#D@g3^Kr8SMGZppVc=BAA(LB?WZ6L?!=hb`MR^j&mSlKDRzmj7(GhbS_VBz>aLaI z3t%Rlu88sNMn8tTgSnebcf5MH4zvR4 zjZ@>O5}wm|ur1v21B*ma#f&*nk90HiiR?Z}N887xex5a`LlO~i`Y@m!>m&^@0L&o@ z^z4*u4rwFQkTd>n{K)puD%Izfy8L;PdUzHR7%PkGVY~}zMaH5uq2WmcvcKFbr^iX% z<16Vt?aLk~#n#)2A5$e1qW;c!Q-wvG$G2Xx>5a$g7Al+vkBRjuH__wBwk8+xw-_fS z6B8cuS;RBtxi|{QE2(kEO-60BVB{@78nLS9+fzld9?NxRP zF{HI?_^l-u=XL7?u6kyEp8m6!nj%~cnTnO+7$!Yu=~w!1(K&%0uI#ZTtu;$YS~O22 zi#e*^4Gw8{ed2;~Ub)F!RW>L5@t|NUesO6^%4^d9*x;+xWiT&v3D(TBPy@aUt_xCm z9s#__rQxN+pi1?{=+9PN8EUqoVMuX;)Bd0zw#jj1VL*IjZWBAme?&F+fsS_D=P7*%4 zehT7Ov3va#L@?93ioCA)5|IY|6hwN%Qa9F5L8K3hG}nF#B4@9?4PC&-Cw_6IcLwXH zAWG*S+K%Lxai(=Y1yR=euS0HByZQ`7dhgwi4t}bGbx!M> zcE%x<0c{LGx%9u>35URq^9@f2tiFhIw`Z?Le7j#PPll4=z!_ z*E=njdu4qhv&!hR8^Cy;!Pd+s^=-!?? zMpeb;$eJ`AN^bVtF}MgdALt$MqbW}dSdMN*U8gym>|!uenODP1#&I4MZ?I>J(`k}_ zAqn5*>@j3#&mY?lf5tF>te^0RALmZNkISLY_Y)qG{-=UvoR!DFOQ+7o|7U|T?*@Ngo)_k`@uqtl zqpSRWeK+(T_T@!ze0eRFdc z`w5RHm$TJRctjJ}jx*^mhpn;|zjsdkHS_^IC?Ce}e!?U1N%$%nhIsDn_zZ{rF0PT= z0#8U0v34#1c@G2-xK!#r_u i@n5$CCcE+U@b~yUM=~dTqGFEuI%hc6&rYA``2PU}wq?Ko literal 0 HcmV?d00001 diff --git a/benchmarks/fresh/README.txt b/benchmarks/fresh/README.txt new file mode 100644 index 00000000..01f88750 --- /dev/null +++ b/benchmarks/fresh/README.txt @@ -0,0 +1,86 @@ +FRESH fNIRS Reproducibility Benchmark +====================================== + +Reproduces the FRESH study (Yuecel et al. 2025, Communications Biology) +within processFNIRS2, running the same SNIRF datasets through multiple +pipeline configurations and comparing results. + +Reference: + Yuecel, M. A. et al. (2025). fNIRS Reproducibility and Estimation of + Statistical power from a Harmonized study (FRESH). Communications Biology. + DOI: 10.1038/s42003-025-08412-1 + +Data Source: + https://osf.io/b4wck/ + +Setup +----- + +1. Download both datasets from OSF (https://osf.io/b4wck/) + +2. Extract into benchmarks/data/: + + benchmarks/data/ + ├── dataset_I_auditory/ BIDS structure: sub-XX/nirs/*.snirf + └── dataset_II_motor/ BIDS structure: sub-XX/nirs/*.snirf + +3. Validate setup: + + >> run('benchmarks/fresh/setup.m') + +Running Benchmarks +------------------ + +Dataset II (Motor, simpler - start here): + + >> run('benchmarks/fresh/runDatasetII.m') + +Dataset I (Auditory, group-level): + + >> run('benchmarks/fresh/runDatasetI.m') + +Analyze and compare results: + + >> run('benchmarks/fresh/analyzeResults.m') + +Pipeline Configurations +----------------------- + +10 pipelines covering key combinations from the FRESH paper: + + 1. minimal - No preprocessing, baseline only + 2. tddr_only - TDDR motion correction + 3. tddr_bpf - TDDR + bandpass (0.01-0.5 Hz) + 4. smar_lpf - SMAR + lowpass (0.1 Hz) + 5. wavelet_bpf - Wavelet + bandpass + 6. tddr_ssr_blockavg - TDDR + short-channel regression + 7. tddr_glm_ols - TDDR + GLM (OLS) + 8. tddr_ssr_glm - TDDR + SSR + GLM (OLS) + 9. tddr_ssr_glm_arirls - TDDR + SSR + GLM (AR-IRLS) + 10. takizawa_bpf - Takizawa rejection + bandpass + +Datasets +-------- + +Dataset I (Auditory): + - Speech/noise/silence block design + - 7 group-level hypotheses (Heschl's gyri, IFG, occipital cortex) + +Dataset II (Motor): + - 10 subjects, 64 channels + 4 short channels, 8.9 Hz + - Left/right finger tapping (2s/3s blocks) + - 4 individual-level hypotheses (contralateral motor cortex) + +Output +------ + +Results are saved to benchmarks/results/ (gitignored). + +Files +----- + + setup.m - Validates data download + definePipelines.m - Pipeline configuration definitions + runDatasetII.m - Motor dataset benchmark runner + runDatasetI.m - Auditory dataset benchmark runner + analyzeResults.m - Cross-pipeline comparison and visualization diff --git a/benchmarks/fresh/analyzeResults.m b/benchmarks/fresh/analyzeResults.m new file mode 100644 index 00000000..fd8f8b62 --- /dev/null +++ b/benchmarks/fresh/analyzeResults.m @@ -0,0 +1,470 @@ +% ANALYZERESULTS Compare results across FRESH benchmark pipelines +% +% Loads all per-subject and group-level results from the benchmark runs +% and produces cross-pipeline comparisons including: +% 1. Hypothesis agreement table (pass/fail per hypothesis per pipeline) +% 2. Cross-pipeline correlation of beta/activation maps +% 3. Channel-level agreement across pipelines +% 4. Topographic visualizations of t-statistics +% 5. Summary concordance rates +% +% See also: benchmarks.fresh.runDatasetII, benchmarks.fresh.runDatasetI + +fprintf('\n=== FRESH Benchmark Results Analysis ===\n'); +fprintf('Started: %s\n\n', datetime('now')); + +% --- Setup paths --- +scriptDir = fileparts(mfilename('fullpath')); +benchmarkRoot = fileparts(scriptDir); +resultsDir = fullfile(benchmarkRoot, 'results'); + +if ~isfolder(resultsDir) + error('No results found at %s. Run the benchmark scripts first.', resultsDir); +end + +% --- Analyze Dataset II (Motor) --- +dsIIdir = fullfile(resultsDir, 'datasetII'); +if isfolder(dsIIdir) + fprintf('========================================\n'); + fprintf(' Dataset II: Motor (Finger Tapping)\n'); + fprintf('========================================\n\n'); + analyzeDatasetII(dsIIdir); +else + fprintf('Dataset II results not found. Skipping.\n'); +end + +% --- Analyze Dataset I (Auditory) --- +dsIdir = fullfile(resultsDir, 'datasetI'); +if isfolder(dsIdir) + fprintf('\n========================================\n'); + fprintf(' Dataset I: Auditory (Speech/Noise)\n'); + fprintf('========================================\n\n'); + analyzeDatasetI(dsIdir); +else + fprintf('Dataset I results not found. Skipping.\n'); +end + +fprintf('\n=== Analysis Complete ===\n'); +fprintf('Finished: %s\n', datetime('now')); + +%%_Subfunctions_________________________________________________________ + +function analyzeDatasetII(resultsDir) +% ANALYZEDATASETII Analyze Motor dataset results across pipelines + +% Find pipeline directories +pipeDirs = dir(resultsDir); +pipeDirs = pipeDirs([pipeDirs.isdir] & ~startsWith({pipeDirs.name}, '.')); +nPipelines = length(pipeDirs); + +if nPipelines == 0 + fprintf(' No pipeline results found.\n'); + return; +end + +fprintf(' Found %d pipeline results:\n', nPipelines); +for p = 1:nPipelines + fprintf(' %s\n', pipeDirs(p).name); +end +fprintf('\n'); + +% --- Load all results --- +pipelineResults = struct(); + +for p = 1:nPipelines + pipeName = pipeDirs(p).name; + pipeDir = fullfile(resultsDir, pipeName); + subFiles = dir(fullfile(pipeDir, 'sub-*.mat')); + + subResults = {}; + for s = 1:length(subFiles) + try + loaded = load(fullfile(pipeDir, subFiles(s).name), 'result'); + subResults{end+1} = loaded.result; %#ok + catch + % Skip corrupt files + end + end + + pipelineResults.(pipeName).results = subResults; + pipelineResults.(pipeName).nSubjects = length(subResults); + fprintf(' %s: %d subjects loaded\n', pipeName, length(subResults)); +end + +% --- Cross-pipeline comparison --- +pipeNames = fieldnames(pipelineResults); +nPipes = length(pipeNames); + +fprintf('\n--- Cross-Pipeline Comparison ---\n\n'); + +% 1. Mean activation comparison +fprintf(' Mean HbO activation (first condition, channel-averaged):\n'); +fprintf(' %-25s %10s %10s %10s\n', 'Pipeline', 'Mean', 'SD', 'nSub'); +fprintf(' %s\n', repmat('-', 1, 60)); + +for p = 1:nPipes + pipeName = pipeNames{p}; + subs = pipelineResults.(pipeName).results; + activations = []; + + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'beta') + % GLM: use first condition beta + beta = r.glm.beta(1, :); + activations(end+1) = mean(beta, 'omitnan'); %#ok + elseif isfield(r, 'meanHbO') + % Block averaging: use first condition mean + condFields = fieldnames(r.meanHbO); + if ~isempty(condFields) + vals = r.meanHbO.(condFields{1}); + activations(end+1) = mean(vals, 'omitnan'); %#ok + end + end + end + + if ~isempty(activations) + fprintf(' %-25s %10.4f %10.4f %10d\n', pipeName, ... + mean(activations), std(activations), length(activations)); + else + fprintf(' %-25s %10s\n', pipeName, 'N/A'); + end +end + +% 2. Cross-pipeline correlation matrix +fprintf('\n Cross-pipeline beta correlation:\n'); +betaMaps = cell(nPipes, 1); + +for p = 1:nPipes + pipeName = pipeNames{p}; + subs = pipelineResults.(pipeName).results; + allBetas = []; + + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'beta') + allBetas = [allBetas; r.glm.beta(1, :)]; %#ok + elseif isfield(r, 'meanHbO') + condFields = fieldnames(r.meanHbO); + if ~isempty(condFields) + allBetas = [allBetas; r.meanHbO.(condFields{1})]; %#ok + end + end + end + + if ~isempty(allBetas) + betaMaps{p} = mean(allBetas, 1, 'omitnan'); + end +end + +% Compute pairwise correlations +hasData = ~cellfun(@isempty, betaMaps); +validPipes = find(hasData); + +if length(validPipes) >= 2 + fprintf('\n %-20s', ''); + for p = validPipes(:)' + fprintf(' %8s', pipeNames{p}(1:min(8, end))); + end + fprintf('\n'); + + for p1 = validPipes(:)' + fprintf(' %-20s', pipeNames{p1}(1:min(20, end))); + for p2 = validPipes(:)' + b1 = betaMaps{p1}; + b2 = betaMaps{p2}; + nCh = min(length(b1), length(b2)); + if nCh > 1 + r = corr(b1(1:nCh)', b2(1:nCh)', 'rows', 'complete'); + fprintf(' %8.3f', r); + else + fprintf(' %8s', 'N/A'); + end + end + fprintf('\n'); + end +end + +% 3. Effect size comparison +fprintf('\n Effect sizes (Cohen''s d, first condition):\n'); +fprintf(' %-25s %10s %10s\n', 'Pipeline', 'Cohen''s d', 'Max t'); +fprintf(' %s\n', repmat('-', 1, 50)); + +for p = 1:nPipes + pipeName = pipeNames{p}; + subs = pipelineResults.(pipeName).results; + + if ~isempty(subs) && isfield(subs{1}, 'glm') && isfield(subs{1}.glm, 'tstat') + allTstats = []; + for s = 1:length(subs) + allTstats = [allTstats; subs{s}.glm.tstat(1, :)]; %#ok + end + meanT = mean(allTstats, 1, 'omitnan'); + cohensD = mean(meanT, 'omitnan') / std(meanT, 'omitnan'); + fprintf(' %-25s %10.3f %10.3f\n', pipeName, cohensD, max(meanT)); + else + fprintf(' %-25s %10s %10s\n', pipeName, '-', '-'); + end +end + +% 4. Visualize if possible +try + visualizeMotorResults(pipelineResults, pipeNames, resultsDir); +catch e + fprintf('\n Could not generate visualizations: %s\n', e.message); +end + +end + +function analyzeDatasetI(resultsDir) +% ANALYZEDATASETI Analyze Auditory dataset group-level results + +pipeDirs = dir(resultsDir); +pipeDirs = pipeDirs([pipeDirs.isdir] & ~startsWith({pipeDirs.name}, '.')); +nPipelines = length(pipeDirs); + +if nPipelines == 0 + fprintf(' No pipeline results found.\n'); + return; +end + +fprintf(' Found %d pipeline results.\n\n', nPipelines); + +% --- Hypothesis Agreement Table --- +fprintf(' Hypothesis Agreement Table:\n'); +fprintf(' %-25s', 'Pipeline'); +for h = 1:7 + fprintf(' %5s', sprintf('H%d', h)); +end +fprintf(' %6s\n', 'Score'); +fprintf(' %s\n', repmat('-', 1, 75)); + +pipeScores = []; + +for p = 1:nPipelines + pipeName = pipeDirs(p).name; + groupFile = fullfile(resultsDir, pipeName, 'group_results.mat'); + + if ~isfile(groupFile) + fprintf(' %-25s (no group results)\n', pipeName); + continue; + end + + try + loaded = load(groupFile, 'groupResult'); + gr = loaded.groupResult; + + fprintf(' %-25s', pipeName); + + if isfield(gr, 'hypotheses') && ~isempty(gr.hypotheses) + nPass = 0; + for h = 1:min(7, length(gr.hypotheses)) + if gr.hypotheses(h).pass + fprintf(' %5s', 'Y'); + nPass = nPass + 1; + else + fprintf(' %5s', 'N'); + end + end + % Pad if fewer than 7 hypotheses + for h = (length(gr.hypotheses)+1):7 + fprintf(' %5s', '-'); + end + score = nPass / min(7, length(gr.hypotheses)); + fprintf(' %5.0f%%\n', score * 100); + pipeScores(end+1) = score; %#ok + else + fprintf(' (hypotheses not tested)\n'); + end + catch e + fprintf(' %-25s ERROR: %s\n', pipeName, e.message); + end +end + +if ~isempty(pipeScores) + fprintf('\n Overall concordance: %.0f%% (median: %.0f%%)\n', ... + mean(pipeScores) * 100, median(pipeScores) * 100); +end + +% --- Group-level beta comparison --- +fprintf('\n Group-level activation (condition-averaged beta):\n'); +fprintf(' %-25s %10s %10s %10s\n', 'Pipeline', 'nSub', 'Mean beta', 'Sig Ch'); +fprintf(' %s\n', repmat('-', 1, 60)); + +for p = 1:nPipelines + pipeName = pipeDirs(p).name; + groupFile = fullfile(resultsDir, pipeName, 'group_results.mat'); + + if ~isfile(groupFile) + continue; + end + + try + loaded = load(groupFile, 'groupResult'); + gr = loaded.groupResult; + + if isfield(gr, 'groupBeta') && isfield(gr, 'groupPval') + meanBeta = mean(gr.groupBeta(:), 'omitnan'); + nSigCh = sum(gr.groupPval(:) < 0.05); + fprintf(' %-25s %10d %10.4f %10d\n', pipeName, gr.nSubjects, meanBeta, nSigCh); + elseif isfield(gr, 'nSubjects') + fprintf(' %-25s %10d %10s %10s\n', pipeName, gr.nSubjects, '-', '-'); + end + catch + % Skip + end +end + +end + +function visualizeMotorResults(pipelineResults, pipeNames, resultsDir) +% VISUALIZEMOTORRESULTS Generate comparison plots for motor dataset + +nPipes = length(pipeNames); + +% Create figure with subplots +fig = figure('Visible', 'off', 'Position', [100 100 1200 800]); + +% Plot 1: Mean activation per pipeline +subplot(2, 2, 1); +means = []; +errs = []; +labels = {}; + +for p = 1:nPipes + subs = pipelineResults.(pipeNames{p}).results; + activations = []; + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'beta') + activations(end+1) = mean(r.glm.beta(1, :), 'omitnan'); %#ok + elseif isfield(r, 'meanHbO') + condFields = fieldnames(r.meanHbO); + if ~isempty(condFields) + activations(end+1) = mean(r.meanHbO.(condFields{1}), 'omitnan'); %#ok + end + end + end + if ~isempty(activations) + means(end+1) = mean(activations); %#ok + errs(end+1) = std(activations) / sqrt(length(activations)); %#ok + labels{end+1} = pipeNames{p}; %#ok + end +end + +if ~isempty(means) + bar(means); + hold on; + errorbar(1:length(means), means, errs, 'k.', 'LineWidth', 1.5); + set(gca, 'XTickLabel', labels, 'XTickLabelRotation', 45); + ylabel('Mean HbO Activation'); + title('Mean Activation by Pipeline'); +end + +% Plot 2: R-squared comparison (GLM pipelines only) +subplot(2, 2, 2); +r2means = []; +r2labels = {}; + +for p = 1:nPipes + subs = pipelineResults.(pipeNames{p}).results; + r2vals = []; + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'R2') + r2vals(end+1) = mean(r.glm.R2, 'omitnan'); %#ok + end + end + if ~isempty(r2vals) + r2means(end+1) = mean(r2vals); %#ok + r2labels{end+1} = pipeNames{p}; %#ok + end +end + +if ~isempty(r2means) + bar(r2means); + set(gca, 'XTickLabel', r2labels, 'XTickLabelRotation', 45); + ylabel('Mean R^2'); + title('Model Fit by Pipeline'); +end + +% Plot 3: Number of significant channels per pipeline +subplot(2, 2, 3); +nSig = []; +nSigLabels = {}; + +for p = 1:nPipes + subs = pipelineResults.(pipeNames{p}).results; + sigCounts = []; + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'pval') + sigCounts(end+1) = sum(r.glm.pval(1, :) < 0.05); %#ok + end + end + if ~isempty(sigCounts) + nSig(end+1) = mean(sigCounts); %#ok + nSigLabels{end+1} = pipeNames{p}; %#ok + end +end + +if ~isempty(nSig) + bar(nSig); + set(gca, 'XTickLabel', nSigLabels, 'XTickLabelRotation', 45); + ylabel('Mean # Significant Channels'); + title('Sensitivity by Pipeline (p<0.05)'); +end + +% Plot 4: Cross-pipeline agreement heatmap +subplot(2, 2, 4); +if nPipes >= 2 + % Compute significance agreement matrix + sigMaps = {}; + for p = 1:nPipes + subs = pipelineResults.(pipeNames{p}).results; + allSig = []; + for s = 1:length(subs) + r = subs{s}; + if isfield(r, 'glm') && isfield(r.glm, 'pval') + allSig = [allSig; double(r.glm.pval(1, :) < 0.05)]; %#ok + end + end + if ~isempty(allSig) + sigMaps{end+1} = mean(allSig, 1); + else + sigMaps{end+1} = []; + end + end + + % Pairwise agreement + hasMap = ~cellfun(@isempty, sigMaps); + validIdx = find(hasMap); + if length(validIdx) >= 2 + agreeMat = zeros(length(validIdx)); + for i = 1:length(validIdx) + for j = 1:length(validIdx) + m1 = sigMaps{validIdx(i)}; + m2 = sigMaps{validIdx(j)}; + nCh = min(length(m1), length(m2)); + agreeMat(i, j) = mean(m1(1:nCh) == m2(1:nCh)); + end + end + imagesc(agreeMat); + colorbar; + caxis([0 1]); + validNames = pipeNames(validIdx); + set(gca, 'XTick', 1:length(validIdx), 'XTickLabel', validNames, 'XTickLabelRotation', 45); + set(gca, 'YTick', 1:length(validIdx), 'YTickLabel', validNames); + title('Cross-Pipeline Agreement'); + end +end + +sgtitle('FRESH Benchmark: Dataset II (Motor)'); + +% Save figure +figFile = fullfile(resultsDir, 'datasetII_comparison.png'); +saveas(fig, figFile); +fprintf('\n Comparison figure saved: %s\n', figFile); +close(fig); + +end diff --git a/benchmarks/fresh/definePipelines.m b/benchmarks/fresh/definePipelines.m new file mode 100644 index 00000000..ab16c6af --- /dev/null +++ b/benchmarks/fresh/definePipelines.m @@ -0,0 +1,133 @@ +function pipelines = definePipelines() +% DEFINEPIPELINES Define FRESH benchmark pipeline configurations +% +% Returns a struct array of pipeline configurations covering key +% preprocessing combinations from the FRESH study (Yuecel et al. 2025). +% Each pipeline specifies motion correction, filtering, short-channel +% regression, and analysis method. +% +% Syntax: +% pipelines = definePipelines() +% +% Outputs: +% pipelines - Struct array with fields: +% .name - Pipeline identifier [char] +% .description - Human-readable description [char] +% .rawMethods - Cell array of raw-stage function specs +% .oxyMethods - Cell array of oxy-stage function specs +% .useSSR - Apply short-channel regression [logical] +% .ssrMethod - SSR method: 'nearest', 'pca', 'all' [char] +% .analysisType - 'blockavg' or 'glm' [char] +% .glmMethod - 'OLS' or 'AR-IRLS' (if glm) [char] +% .dpfMode - 'None', 'Fixed', or 'Calc' [char] +% .baselineWindow - [start, end] relative to block onset [1x2] +% .epochWindow - [pre, post] seconds around block [1x2] +% .glmDriftOrder - Polynomial drift order for GLM [scalar] +% +% Reference: +% Yuecel, M. A. et al. (2025). FRESH. Communications Biology. +% +% See also: benchmarks.fresh.runDatasetII, benchmarks.fresh.runDatasetI + +% Default epoch/baseline settings +defBL = [-5, 0]; +defEpoch = [5, 5]; % 5s pre, 5s post around block +defDPF = 'Calc'; +defDrift = 3; + +% Accumulate as cell array, convert at end +pipeList = {}; + +% --- Pipeline 1: Minimal (baseline subtraction only) --- +pipeList{end+1} = makePipeline( ... + 'minimal', ... + 'No preprocessing, baseline subtraction only', ... + {}, {}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 2: TDDR only --- +pipeList{end+1} = makePipeline( ... + 'tddr_only', ... + 'TDDR motion correction, no filtering', ... + {{'pf2_MotionCorrectTDDR', {}}}, {}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 3: TDDR + BPF (0.01-0.5 Hz) --- +pipeList{end+1} = makePipeline( ... + 'tddr_bpf', ... + 'TDDR + bandpass filter (0.01-0.5 Hz)', ... + {{'pf2_MotionCorrectTDDR', {}}, {'bpf', {}}}, {}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 4: SMAR + LPF (0.1 Hz) --- +pipeList{end+1} = makePipeline( ... + 'smar_lpf', ... + 'SMAR motion artifact rejection + lowpass 0.1 Hz', ... + {{'pf2_SMAR', {}}}, ... + {{'lpf', {}}}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 5: Wavelet + BPF --- +pipeList{end+1} = makePipeline( ... + 'wavelet_bpf', ... + 'Wavelet motion correction + bandpass filter', ... + {{'pf2_MotionCorrectWavelet', {}}, {'bpf', {}}}, {}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 6: TDDR + SSR + block averaging --- +pipeList{end+1} = makePipeline( ... + 'tddr_ssr_blockavg', ... + 'TDDR + short-channel regression + block averaging', ... + {{'pf2_MotionCorrectTDDR', {}}}, {}, ... + true, 'nearest', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 7: TDDR + GLM (OLS) --- +pipeList{end+1} = makePipeline( ... + 'tddr_glm_ols', ... + 'TDDR + GLM with ordinary least squares', ... + {{'pf2_MotionCorrectTDDR', {}}}, {}, ... + false, '', 'glm', 'OLS', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 8: TDDR + SSR + GLM (OLS) --- +pipeList{end+1} = makePipeline( ... + 'tddr_ssr_glm', ... + 'TDDR + short-channel regression + GLM (OLS)', ... + {{'pf2_MotionCorrectTDDR', {}}}, {}, ... + true, 'nearest', 'glm', 'OLS', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 9: TDDR + SSR + GLM (AR-IRLS) --- +pipeList{end+1} = makePipeline( ... + 'tddr_ssr_glm_arirls', ... + 'TDDR + SSR + GLM with AR-IRLS (full pipeline)', ... + {{'pf2_MotionCorrectTDDR', {}}}, {}, ... + true, 'nearest', 'glm', 'AR-IRLS', defDPF, defBL, defEpoch, defDrift); + +% --- Pipeline 10: Takizawa rejection + BPF --- +pipeList{end+1} = makePipeline( ... + 'takizawa_bpf', ... + 'Takizawa channel rejection + bandpass filter', ... + {}, ... + {{'pf2_TakizawaRejection', {}}, {'bpf', {}}}, ... + false, '', 'blockavg', '', defDPF, defBL, defEpoch, defDrift); + +% Convert cell array to struct array +pipelines = [pipeList{:}]; + +end + +%%_Subfunctions_________________________________________________________ + +function p = makePipeline(name, desc, rawM, oxyM, ssr, ssrM, analysis, glmM, dpf, blWin, epochWin, driftOrd) + p.name = name; + p.description = desc; + p.rawMethods = rawM; + p.oxyMethods = oxyM; + p.useSSR = ssr; + p.ssrMethod = ssrM; + p.analysisType = analysis; + p.glmMethod = glmM; + p.dpfMode = dpf; + p.baselineWindow = blWin; + p.epochWindow = epochWin; + p.glmDriftOrder = driftOrd; +end diff --git a/benchmarks/fresh/runDatasetI.m b/benchmarks/fresh/runDatasetI.m new file mode 100644 index 00000000..a20b52e1 --- /dev/null +++ b/benchmarks/fresh/runDatasetI.m @@ -0,0 +1,553 @@ +% RUNDATASETI Run FRESH benchmark on Dataset I (Auditory: Speech/Noise/Silence) +% +% Processes all subjects in the FRESH Auditory dataset through each pipeline +% configuration, then runs group-level analysis using exploreFNIRS. +% +% Dataset I: Speech/noise/silence block design +% Conditions: speech, noise, silence (block design) +% +% Hypotheses (group-level): +% H1: Speech activates bilateral Heschl's gyri (HbO increase) +% H2: Noise activates bilateral Heschl's gyri (HbO increase) +% H3: Speech activates left IFG (HbO increase) +% H4: Speech > noise in left Heschl's gyrus +% H5: Speech > noise in left IFG +% H6: No significant activation in occipital cortex for speech +% H7: No significant activation in occipital cortex for noise +% +% See also: benchmarks.fresh.definePipelines, benchmarks.fresh.analyzeResults + +fprintf('\n=== FRESH Benchmark: Dataset I (Auditory) ===\n'); +fprintf('Started: %s\n\n', datetime('now')); + +% --- Setup paths --- +scriptDir = fileparts(mfilename('fullpath')); +benchmarkRoot = fileparts(scriptDir); +dataDir = fullfile(benchmarkRoot, 'data', 'dataset_I_auditory'); +resultsDir = fullfile(benchmarkRoot, 'results', 'datasetI'); + +if ~isfolder(dataDir) + error('Dataset I not found at %s. Run setup.m first.', dataDir); +end + +if ~isfolder(resultsDir) + mkdir(resultsDir); +end + +% --- Load pipeline definitions --- +pipelines = definePipelines(); +nPipelines = length(pipelines); +fprintf('Loaded %d pipeline configurations.\n', nPipelines); + +% --- Find subjects --- +subDirs = dir(fullfile(dataDir, 'sub-*')); +subDirs = subDirs([subDirs.isdir]); +nSubjects = length(subDirs); +fprintf('Found %d subjects.\n\n', nSubjects); + +if nSubjects == 0 + error('No subject directories found in %s', dataDir); +end + +% --- Process each pipeline --- +for p = 1:nPipelines + pipe = pipelines(p); + fprintf('\n=== Pipeline %d/%d: %s ===\n', p, nPipelines, pipe.name); + fprintf(' %s\n', pipe.description); + + pipeResultDir = fullfile(resultsDir, pipe.name); + if ~isfolder(pipeResultDir) + mkdir(pipeResultDir); + end + + % --- Process all subjects --- + allProcessed = {}; + subjectNames = {}; + + for s = 1:nSubjects + subName = subDirs(s).name; + fprintf(' Subject %d/%d: %s ... ', s, nSubjects, subName); + + % Check if already processed + resultFile = fullfile(pipeResultDir, sprintf('%s.mat', subName)); + if isfile(resultFile) + fprintf('(cached) '); + try + cached = load(resultFile, 'result'); + if isfield(cached.result, 'processed') + allProcessed{end+1} = cached.result.processed; %#ok + subjectNames{end+1} = subName; %#ok + fprintf('OK\n'); + continue; + end + catch + % Re-process if cache is invalid + end + end + + % Find and import SNIRF file (BIDS: sub-XX/ses-01/nirs/) + nirsDir = fullfile(dataDir, subName, 'ses-01', 'nirs'); + if ~isfolder(nirsDir) + nirsDir = fullfile(dataDir, subName, 'nirs'); + end + if ~isfolder(nirsDir) + nirsDir = fullfile(dataDir, subName, 'func'); + end + snirfFiles = dir(fullfile(nirsDir, '*.snirf')); + + if isempty(snirfFiles) + fprintf('No SNIRF files. Skipping.\n'); + continue; + end + + try + % Import (events.tsv loaded automatically by importSNIRF) + rawData = pf2.import.importSNIRF(fullfile(nirsDir, snirfFiles(1).name), false); + rawData.info.SubjectID = subName; + + % Process through pipeline + processed = processSingleSubject(rawData, pipe); + + % Save per-subject result + result = struct(); + result.processed = processed; + result.subjectID = subName; + result.pipeline = pipe.name; + save(resultFile, 'result', '-v7.3'); + + allProcessed{end+1} = processed; %#ok + subjectNames{end+1} = subName; %#ok + fprintf('OK\n'); + + catch e + fprintf('ERROR: %s\n', e.message); + end + end + + if length(allProcessed) < 2 + fprintf(' Not enough subjects for group analysis (%d). Skipping.\n', length(allProcessed)); + continue; + end + + % --- Group-level analysis --- + fprintf('\n Running group-level analysis (%d subjects)...\n', length(allProcessed)); + + try + groupResult = runGroupAnalysis(allProcessed, pipe); + groupResult.pipeline = pipe.name; + groupResult.nSubjects = length(allProcessed); + groupResult.subjectNames = subjectNames; + + % Test hypotheses + groupResult.hypotheses = testAuditoryHypotheses(groupResult); + + % Save group result + groupFile = fullfile(pipeResultDir, 'group_results.mat'); + save(groupFile, 'groupResult', '-v7.3'); + fprintf(' Group results saved to: %s\n', groupFile); + + % Print hypothesis summary + fprintf(' Hypothesis Results:\n'); + for h = 1:length(groupResult.hypotheses) + hyp = groupResult.hypotheses(h); + if hyp.pass + passStr = 'PASS'; + else + passStr = 'FAIL'; + end + fprintf(' %s: %s (p=%.4f) - %s\n', hyp.name, passStr, hyp.pvalue, hyp.description); + end + + catch e + fprintf(' ERROR in group analysis: %s\n', e.message); + end +end + +fprintf('\n=== Dataset I Benchmark Complete ===\n'); +fprintf('Results saved to: %s\n', resultsDir); +fprintf('Finished: %s\n', datetime('now')); + +%%_Subfunctions_________________________________________________________ + +function processed = processSingleSubject(rawData, pipe) +% PROCESSSINGLESUBJECT Process one subject through a pipeline +% +% Inputs: +% rawData - Raw fNIRS data struct +% pipe - Pipeline configuration +% +% Outputs: +% processed - Processed fNIRS data struct + +rawMethodName = determineMethodName(pipe.rawMethods, 'raw'); +oxyMethodName = determineMethodName(pipe.oxyMethods, 'oxy'); + +processed = processFNIRS2(rawData, rawMethodName, oxyMethodName, ... + 'ShowGUI', false, 'DPFmode', pipe.dpfMode); + +if pipe.useSSR && isfield(processed, 'probeinfo') + processed = pf2_base.fnirs.shortChannelRegression(processed, ... + 'Method', pipe.ssrMethod); +end + +end + +function groupResult = runGroupAnalysis(allProcessed, pipe) +% RUNGROUPANALYSIS Group-level analysis across subjects +% +% Inputs: +% allProcessed - Cell array of processed fNIRS structs +% pipe - Pipeline configuration +% +% Outputs: +% groupResult - Struct with group-level statistics + +groupResult = struct(); + +switch pipe.analysisType + case 'blockavg' + groupResult = runGroupBlockAvg(allProcessed, pipe); + case 'glm' + groupResult = runGroupGLM(allProcessed, pipe); +end + +end + +function groupResult = runGroupBlockAvg(allProcessed, pipe) +% RUNGROUPBLOCKAVG Group block-averaging analysis +% +% Uses exploreFNIRS.core.Experiment for group statistics on epoched data. + +groupResult = struct(); + +% Extract epochs from each subject +allSegments = {}; +for s = 1:length(allProcessed) + processed = allProcessed{s}; + if isempty(processed.markers) || ~isfield(processed, 'HbO') + continue; + end + + uniqueCodes = unique(processed.markers(:, 2)); + blocks = pf2.data.defineBlocks(processed, uniqueCodes); + + if isempty(blocks) + continue; + end + + segments = pf2.data.extractBlocks(processed, blocks, ... + 'PreTime', pipe.epochWindow(1), 'PostTime', pipe.epochWindow(2), ... + 'BaselineWindow', pipe.baselineWindow, 'SetT0', true); + + allSegments = [allSegments, segments]; %#ok +end + +if isempty(allSegments) + groupResult.error = 'No segments extracted'; + return; +end + +% Feed to Experiment +try + ex = exploreFNIRS.core.Experiment(allSegments); + groupResult.experiment = ex; + groupResult.nSegments = length(allSegments); +catch e + groupResult.error = sprintf('Experiment creation failed: %s', e.message); +end + +end + +function groupResult = runGroupGLM(allProcessed, pipe) +% RUNGROUPGLM Group GLM analysis (second-level) +% +% Runs GLM on each subject, then combines betas for group inference. + +groupResult = struct(); + +allBetas = []; +allCondNames = {}; + +for s = 1:length(allProcessed) + processed = allProcessed{s}; + if isempty(processed.markers) || ~isfield(processed, 'HbO') + continue; + end + + % Build events from markers + uniqueCodes = unique(processed.markers(:, 2)); + events = []; + for ci = 1:length(uniqueCodes) + code = uniqueCodes(ci); + codeMask = processed.markers(:, 2) == code; + ev.name = sprintf('cond_%d', code); + ev.onsets = processed.markers(codeMask, 1)'; + if size(processed.markers, 2) >= 3 + durations = processed.markers(codeMask, 3)'; + if all(durations == 0) + durations = 20; % Default block duration for auditory + end + ev.duration = durations; + else + ev.duration = 20; + end + if isempty(events) + events = ev; + else + events(end+1) = ev; %#ok + end + end + + % Build design matrix and fit + [X, names] = pf2_base.fnirs.buildDesignMatrix(processed.time, processed.fs, events, ... + 'DriftOrder', pipe.glmDriftOrder); + + % Get long channels only + if isfield(processed, 'probeinfo') && isfield(processed.probeinfo, 'Probe') + probe = processed.probeinfo.Probe{1}; + if isfield(probe, 'IsShortSeparation') + longIdx = find(~probe.IsShortSeparation); + else + longIdx = 1:size(processed.HbO, 2); + end + else + longIdx = 1:size(processed.HbO, 2); + end + + Y = processed.HbO(:, longIdx); + glmResult = pf2_base.fnirs.fitGLM(Y, X, names, 'Method', pipe.glmMethod); + + % Store condition betas (first nCond rows) + nCond = length(events); + condBetas = glmResult.beta(1:nCond, :); % [nCond x nLongCh] + + if isempty(allBetas) + allBetas = condBetas; + allBetas = reshape(allBetas, [1, size(condBetas)]); + allCondNames = {events.name}; + else + allBetas(end+1, :, :) = condBetas; %#ok + end +end + +if isempty(allBetas) + groupResult.error = 'No valid GLM results'; + return; +end + +% Second-level statistics: one-sample t-test on betas +nSub = size(allBetas, 1); +nCond = size(allBetas, 2); +nCh = size(allBetas, 3); + +groupResult.conditions = allCondNames; +groupResult.groupBeta = squeeze(mean(allBetas, 1)); % [nCond x nCh] +groupResult.groupTstat = zeros(nCond, nCh); +groupResult.groupPval = zeros(nCond, nCh); + +for ci = 1:nCond + for ch = 1:nCh + betaVals = squeeze(allBetas(:, ci, ch)); + [~, pval, ~, stats] = ttest(betaVals); + groupResult.groupTstat(ci, ch) = stats.tstat; + groupResult.groupPval(ci, ch) = pval; + end +end + +groupResult.nSubjects = nSub; + +end + +function hypotheses = testAuditoryHypotheses(groupResult) +% TESTAUDITORYHYPOTHESES Test FRESH auditory dataset hypotheses +% +% Tests the 7 group-level hypotheses from the FRESH paper based on +% available group results. + +hypotheses = struct('name', {}, 'description', {}, 'pass', {}, 'pvalue', {}); + +% Note: These are placeholder implementations that will need to be refined +% based on actual channel-to-ROI mappings from the specific probe layout. +% The FRESH paper uses specific anatomical ROI definitions. + +if isfield(groupResult, 'error') + for h = 1:7 + hypotheses(h).name = sprintf('H%d', h); + hypotheses(h).description = 'Could not test - group analysis error'; + hypotheses(h).pass = false; + hypotheses(h).pvalue = 1.0; + end + return; +end + +alpha = 0.05; + +% For block-averaging results, use Experiment-based group stats +if isfield(groupResult, 'experiment') + for h = 1:7 + hypotheses(h).name = sprintf('H%d', h); + hypotheses(h).description = getHypothesisDescription(h); + hypotheses(h).pass = false; + hypotheses(h).pvalue = 1.0; + end + return; +end + +% For GLM results, use second-level t-tests +if isfield(groupResult, 'groupPval') + nCond = size(groupResult.groupPval, 1); + nCh = size(groupResult.groupPval, 2); + + for h = 1:7 + hypotheses(h).name = sprintf('H%d', h); + hypotheses(h).description = getHypothesisDescription(h); + + % Simplified hypothesis testing based on available channels + % In practice, ROI channels would be defined from probe geometry + switch h + case {1, 2} % Activation in Heschl's gyri + % Use condition 1 (speech) or 2 (noise) + condIdx = min(h, nCond); + pvals = groupResult.groupPval(condIdx, :); + minP = min(pvals); + hypotheses(h).pvalue = minP; + hypotheses(h).pass = minP < alpha; + + case 3 % Speech activates left IFG + if nCond >= 1 + pvals = groupResult.groupPval(1, :); + minP = min(pvals); + hypotheses(h).pvalue = minP; + hypotheses(h).pass = minP < alpha; + end + + case {4, 5} % Speech > noise contrasts + if nCond >= 2 + % Compute difference of betas at group level + diff_beta = groupResult.groupBeta(1, :) - groupResult.groupBeta(2, :); + % Simple test: is mean difference positive? + hypotheses(h).pvalue = 0.5; % Placeholder + hypotheses(h).pass = mean(diff_beta, 'omitnan') > 0; + end + + case {6, 7} % No activation in occipital cortex + % These are null hypotheses - expect non-significance + if nCond >= min(h-5, nCond) + condIdx = min(h-5, nCond); + pvals = groupResult.groupPval(condIdx, :); + % Pass if NO channels are significant (null hypothesis) + hypotheses(h).pvalue = min(pvals); + hypotheses(h).pass = all(pvals > alpha); + end + end + end +end + +end + +function desc = getHypothesisDescription(h) +% GETHYPOTHESISDESCRIPTION Return description for hypothesis number + +descriptions = { + 'Speech activates bilateral Heschl''s gyri (HbO increase)' + 'Noise activates bilateral Heschl''s gyri (HbO increase)' + 'Speech activates left IFG (HbO increase)' + 'Speech > noise in left Heschl''s gyrus' + 'Speech > noise in left IFG' + 'No significant activation in occipital cortex (speech)' + 'No significant activation in occipital cortex (noise)' +}; + +if h >= 1 && h <= 7 + desc = descriptions{h}; +else + desc = sprintf('Hypothesis %d', h); +end + +end + +function methodName = determineMethodName(methodSpecs, methodType) +% DETERMINEMETHODNAME Create a processing method from pipeline spec +% +% Always creates the method via pf2.methods.raw/oxy.create() so it is +% guaranteed to exist when processFNIRS2 validates the method name. + +if isempty(methodSpecs) + methodName = 'None'; + return; +end + +% Build a readable name from the function specs +knownNames = struct(... + 'pf2_MotionCorrectTDDR', 'TDDR', ... + 'pf2_MotionCorrectWavelet', 'Wavelet', ... + 'pf2_SMAR', 'SMAR', ... + 'pf2_TakizawaRejection', 'Takizawa', ... + 'bpf', 'BPF', ... + 'lpf', 'LPF'); + +nameparts = cellfun(@(x) x{1}, methodSpecs, 'UniformOutput', false); +for i = 1:length(nameparts) + if isfield(knownNames, nameparts{i}) + nameparts{i} = knownNames.(nameparts{i}); + end +end +methodName = strjoin(nameparts, '_'); +methodName = pf2_base.cleanNameForINI(methodName); + +funcs = {}; +for i = 1:length(methodSpecs) + spec = methodSpecs{i}; + funcStruct = struct(); + funcStruct.f = spec{1}; + + if length(spec) > 1 && ~isempty(spec{2}) + funcStruct.args = spec{2}; + funcStruct.argvals = spec{2}; + else + switch spec{1} + case 'pf2_MotionCorrectTDDR' + funcStruct.args = {'x', 'fs'}; + funcStruct.argvals = {'x', 'fs'}; + case 'pf2_SMAR' + funcStruct.args = {'x'}; + funcStruct.argvals = {'x'}; + case 'pf2_MotionCorrectWavelet' + funcStruct.args = {'x', 'fs'}; + funcStruct.argvals = {'x', 'fs'}; + case 'bpf' + funcStruct.args = {'x', 'filtOrder', 'fs', 'lowF', 'highF'}; + funcStruct.argvals = {'x', 4, 'fs', 0.01, 0.5}; + case 'lpf' + funcStruct.args = {'x', 'ft', 'fs', 'freq_cut', 'Nf'}; + funcStruct.argvals = {'x', 3, 'fs', 0.1, 4}; + case 'pf2_TakizawaRejection' + funcStruct.args = {'fNIRstruct'}; + funcStruct.argvals = {'fNIRstruct'}; + funcStruct.output = 'fchMask'; + otherwise + funcStruct.args = {'x'}; + funcStruct.argvals = {'x'}; + end + end + funcStruct.default_argvals = funcStruct.argvals; + if ~isfield(funcStruct, 'output') + funcStruct.output = 'x'; + end + funcs{end+1} = funcStruct; %#ok +end + +try + switch methodType + case 'raw' + pf2.methods.raw.create(methodName, funcs, 'Replace', true); + case 'oxy' + pf2.methods.oxy.create(methodName, funcs, 'Replace', true); + end +catch e + fprintf(' Warning creating method %s: %s\n', methodName, e.message); + methodName = 'None'; +end + +end + diff --git a/benchmarks/fresh/runDatasetII.m b/benchmarks/fresh/runDatasetII.m new file mode 100644 index 00000000..cb983751 --- /dev/null +++ b/benchmarks/fresh/runDatasetII.m @@ -0,0 +1,357 @@ +% RUNDATASETII Run FRESH benchmark on Dataset II (Motor: Finger Tapping) +% +% Processes all subjects in the FRESH Motor dataset through each pipeline +% configuration and saves per-subject results for later analysis. +% +% Dataset II structure (BIDS with sessions): +% sub-XX/ses-left2s/nirs/*.snirf - Left hand, 2s tapping blocks +% sub-XX/ses-left3s/nirs/*.snirf - Left hand, 3s tapping blocks +% sub-XX/ses-right2s/nirs/*.snirf - Right hand, 2s tapping blocks +% sub-XX/ses-right3s/nirs/*.snirf - Right hand, 3s tapping blocks +% +% Each session has 25 trials of finger tapping (single condition per run). +% The events.tsv contains onset, duration, trial_type='motor', value=1. +% +% Hypotheses (individual-level): +% H1: Left tapping activates right motor cortex (HbO increase) +% H2: Right tapping activates left motor cortex (HbO increase) +% H3: Contralateral > ipsilateral activation +% H4: 3s blocks produce larger responses than 2s blocks +% +% See also: benchmarks.fresh.definePipelines, benchmarks.fresh.analyzeResults + +fprintf('\n=== FRESH Benchmark: Dataset II (Motor) ===\n'); +fprintf('Started: %s\n\n', datetime('now')); + +% --- Setup paths --- +scriptDir = fileparts(mfilename('fullpath')); +benchmarkRoot = fileparts(scriptDir); +dataDir = fullfile(benchmarkRoot, 'data', 'dataset_II_motor'); +resultsDir = fullfile(benchmarkRoot, 'results', 'datasetII'); + +if ~isfolder(dataDir) + error('Dataset II not found at %s. Run setup.m first.', dataDir); +end + +if ~isfolder(resultsDir) + mkdir(resultsDir); +end + +% --- Load pipeline definitions --- +pipelines = definePipelines(); +nPipelines = length(pipelines); +fprintf('Loaded %d pipeline configurations.\n', nPipelines); + +% --- Find subjects and sessions --- +subDirs = dir(fullfile(dataDir, 'sub-*')); +subDirs = subDirs([subDirs.isdir]); +nSubjects = length(subDirs); +fprintf('Found %d subjects.\n', nSubjects); + +% Session definitions (each is a separate condition) +sessionDefs = { + 'ses-left2s', 'Left hand 2s tapping' + 'ses-left3s', 'Left hand 3s tapping' + 'ses-right2s', 'Right hand 2s tapping' + 'ses-right3s', 'Right hand 3s tapping' +}; +nSessions = size(sessionDefs, 1); +fprintf('Sessions per subject: %d\n\n', nSessions); + +if nSubjects == 0 + error('No subject directories found in %s', dataDir); +end + +% --- Process each subject x session x pipeline --- +for s = 1:nSubjects + subName = subDirs(s).name; + fprintf('--- Subject %d/%d: %s ---\n', s, nSubjects, subName); + + for p = 1:nPipelines + pipe = pipelines(p); + pipeResultDir = fullfile(resultsDir, pipe.name); + if ~isfolder(pipeResultDir) + mkdir(pipeResultDir); + end + + resultFile = fullfile(pipeResultDir, sprintf('%s.mat', subName)); + + % Skip if already processed + if isfile(resultFile) + fprintf(' [%s] already exists, skipping.\n', pipe.name); + continue; + end + + fprintf(' Pipeline: %s\n', pipe.name); + + subjectResult = struct(); + subjectResult.subjectID = subName; + subjectResult.pipeline = pipe.name; + subjectResult.sessions = struct(); + + for si = 1:nSessions + sesName = sessionDefs{si, 1}; + sesDesc = sessionDefs{si, 2}; + nirsDir = fullfile(dataDir, subName, sesName, 'nirs'); + + if ~isfolder(nirsDir) + fprintf(' %s: NOT FOUND\n', sesName); + continue; + end + + snirfFiles = dir(fullfile(nirsDir, '*.snirf')); + if isempty(snirfFiles) + fprintf(' %s: no SNIRF file\n', sesName); + continue; + end + + filepath = fullfile(nirsDir, snirfFiles(1).name); + fprintf(' %s ... ', sesName); + + try + % Import (events.tsv loaded automatically by importSNIRF) + rawData = pf2.import.importSNIRF(filepath, false); + rawData.info.SubjectID = subName; + rawData.info.Session = sesName; + rawData.info.Condition = sesDesc; + + % Process through pipeline + sesResult = runSingleSession(rawData, pipe); + sesResult.session = sesName; + sesResult.condition = sesDesc; + + subjectResult.sessions.(strrep(sesName, '-', '_')) = sesResult; + fprintf('OK\n'); + + catch e + fprintf('ERROR: %s\n', e.message); + end + end + + % Save per-subject result (all sessions) + try + result = subjectResult; + save(resultFile, 'result', '-v7.3'); + catch e + fprintf(' Save error: %s\n', e.message); + end + end + + fprintf('\n'); +end + +fprintf('\n=== Dataset II Benchmark Complete ===\n'); +fprintf('Results saved to: %s\n', resultsDir); +fprintf('Finished: %s\n', datetime('now')); + +%%_Subfunctions_________________________________________________________ + +function result = runSingleSession(rawData, pipe) +% RUNSINGLESESSION Process one session through a pipeline +% +% Inputs: +% rawData - Raw fNIRS data struct (with markers from events.tsv) +% pipe - Pipeline configuration struct +% +% Outputs: +% result - Struct with processed data and analysis results + +% Determine method names +rawMethodName = determineMethodName(pipe.rawMethods, 'raw'); +oxyMethodName = determineMethodName(pipe.oxyMethods, 'oxy'); + +% Process +processed = processFNIRS2(rawData, rawMethodName, oxyMethodName, ... + 'ShowGUI', false, 'DPFmode', pipe.dpfMode); + +% Apply SSR if configured +if pipe.useSSR && isfield(processed, 'probeinfo') + processed = pf2_base.fnirs.shortChannelRegression(processed, ... + 'Method', pipe.ssrMethod); +end + +% Run analysis +switch pipe.analysisType + case 'blockavg' + result = runBlockAvg(processed, pipe); + case 'glm' + result = runGLM(processed, pipe); +end + +end + +function result = runBlockAvg(processed, pipe) +% RUNBLOCKAVG Block averaging analysis for a single session + +result = struct(); + +if ~isfield(processed, 'HbO') || isempty(processed.markers) + result.error = 'No HbO or markers'; + return; +end + +uniqueCodes = unique(processed.markers(:, 2)); +blocks = pf2.data.defineBlocks(processed, uniqueCodes); + +if isempty(blocks) + result.error = 'No blocks defined'; + return; +end + +segments = pf2.data.extractBlocks(processed, blocks, ... + 'PreTime', pipe.epochWindow(1), 'PostTime', pipe.epochWindow(2), ... + 'BaselineWindow', pipe.baselineWindow, 'SetT0', true); + +if isempty(segments) + result.error = 'No valid segments'; + return; +end + +% Average HbO across all trials (single condition per session) +nCh = size(segments{1}.HbO, 2); +trialMeans = zeros(length(segments), nCh); +for t = 1:length(segments) + trialMeans(t, :) = mean(segments{t}.HbO, 1, 'omitnan'); +end + +result.meanHbO = mean(trialMeans, 1, 'omitnan'); +result.seHbO = std(trialMeans, 0, 1, 'omitnan') / sqrt(length(segments)); +result.nTrials = length(segments); +result.nChannels = nCh; + +end + +function result = runGLM(processed, pipe) +% RUNGLM GLM analysis for a single session + +result = struct(); + +if ~isfield(processed, 'HbO') || isempty(processed.markers) + result.error = 'No HbO or markers'; + return; +end + +% Build events from markers (single condition per session) +uniqueCodes = unique(processed.markers(:, 2)); +events = struct([]); +for ci = 1:length(uniqueCodes) + code = uniqueCodes(ci); + codeMask = processed.markers(:, 2) == code; + events(ci).name = sprintf('cond_%d', code); + events(ci).onsets = processed.markers(codeMask, 1)'; + durations = processed.markers(codeMask, 3)'; + if all(durations == 0) + durations = 2; % Default for motor task + end + events(ci).duration = durations; +end + +[X, names] = pf2_base.fnirs.buildDesignMatrix(processed.time, processed.fs, events, ... + 'DriftOrder', pipe.glmDriftOrder); + +% Get long channels only +if isfield(processed, 'probeinfo') && isfield(processed.probeinfo, 'Probe') + probe = processed.probeinfo.Probe{1}; + if isfield(probe, 'IsShortSeparation') + longIdx = find(~probe.IsShortSeparation); + else + longIdx = 1:size(processed.HbO, 2); + end +else + longIdx = 1:size(processed.HbO, 2); +end + +Y = processed.HbO(:, longIdx); + +glmResult = pf2_base.fnirs.fitGLM(Y, X, names, 'Method', pipe.glmMethod); + +result.glm = glmResult; +result.longChannelIdx = longIdx; +result.nChannels = length(longIdx); + +end + +function methodName = determineMethodName(methodSpecs, methodType) +% DETERMINEMETHODNAME Create a processing method from pipeline spec +% +% Always creates the method via pf2.methods.raw/oxy.create() so it is +% guaranteed to exist when processFNIRS2 validates the method name. + +if isempty(methodSpecs) + methodName = 'None'; + return; +end + +% Build a readable name from the function specs +knownNames = struct(... + 'pf2_MotionCorrectTDDR', 'TDDR', ... + 'pf2_MotionCorrectWavelet', 'Wavelet', ... + 'pf2_SMAR', 'SMAR', ... + 'pf2_TakizawaRejection', 'Takizawa', ... + 'bpf', 'BPF', ... + 'lpf', 'LPF'); + +nameparts = cellfun(@(x) x{1}, methodSpecs, 'UniformOutput', false); +for i = 1:length(nameparts) + if isfield(knownNames, nameparts{i}) + nameparts{i} = knownNames.(nameparts{i}); + end +end +methodName = strjoin(nameparts, '_'); +methodName = pf2_base.cleanNameForINI(methodName); + +funcs = {}; +for i = 1:length(methodSpecs) + spec = methodSpecs{i}; + funcStruct = struct(); + funcStruct.f = spec{1}; + + if length(spec) > 1 && ~isempty(spec{2}) + funcStruct.args = spec{2}; + funcStruct.argvals = spec{2}; + else + switch spec{1} + case 'pf2_MotionCorrectTDDR' + funcStruct.args = {'x', 'fs'}; + funcStruct.argvals = {'x', 'fs'}; + case 'pf2_SMAR' + funcStruct.args = {'x'}; + funcStruct.argvals = {'x'}; + case 'pf2_MotionCorrectWavelet' + funcStruct.args = {'x', 'fs'}; + funcStruct.argvals = {'x', 'fs'}; + case 'bpf' + funcStruct.args = {'x', 'filtOrder', 'fs', 'lowF', 'highF'}; + funcStruct.argvals = {'x', 4, 'fs', 0.01, 0.5}; + case 'lpf' + funcStruct.args = {'x', 'ft', 'fs', 'freq_cut', 'Nf'}; + funcStruct.argvals = {'x', 3, 'fs', 0.1, 4}; + case 'pf2_TakizawaRejection' + funcStruct.args = {'fNIRstruct'}; + funcStruct.argvals = {'fNIRstruct'}; + funcStruct.output = 'fchMask'; + otherwise + funcStruct.args = {'x'}; + funcStruct.argvals = {'x'}; + end + end + funcStruct.default_argvals = funcStruct.argvals; + if ~isfield(funcStruct, 'output') + funcStruct.output = 'x'; + end + funcs{end+1} = funcStruct; %#ok +end + +try + switch methodType + case 'raw' + pf2.methods.raw.create(methodName, funcs, 'Replace', true); + case 'oxy' + pf2.methods.oxy.create(methodName, funcs, 'Replace', true); + end +catch e + fprintf(' Warning creating method %s: %s\n', methodName, e.message); + methodName = 'None'; +end + +end diff --git a/benchmarks/fresh/setup.m b/benchmarks/fresh/setup.m new file mode 100644 index 00000000..18a0b54a --- /dev/null +++ b/benchmarks/fresh/setup.m @@ -0,0 +1,168 @@ +% SETUP Validate FRESH benchmark data is downloaded and accessible +% +% Checks that FRESH fNIRS datasets (Yuecel et al. 2025) are downloaded to +% benchmarks/data/ in BIDS format. Prints summary of available subjects +% and verifies SNIRF files are loadable. +% +% Manual download required from: https://osf.io/b4wck/ +% +% Expected directory structure: +% benchmarks/data/ +% ├── dataset_I_auditory/ (BIDS: sub-XX/nirs/*.snirf) +% └── dataset_II_motor/ (BIDS: sub-XX/nirs/*.snirf) +% +% Reference: +% Yuecel, M. A. et al. (2025). fNIRS Reproducibility and Estimation of +% Statistical power from a Harmonized study (FRESH). Communications +% Biology. DOI: 10.1038/s42003-025-08412-1 +% +% See also: benchmarks.fresh.definePipelines, benchmarks.fresh.runDatasetII + +fprintf('\n=== FRESH Benchmark Data Setup ===\n\n'); + +% Determine paths +scriptDir = fileparts(mfilename('fullpath')); +benchmarkRoot = fileparts(scriptDir); +dataDir = fullfile(benchmarkRoot, 'data'); + +% Check if data directory exists +if ~isfolder(dataDir) + fprintf('ERROR: Data directory not found: %s\n\n', dataDir); + fprintf('Please download the FRESH datasets from:\n'); + fprintf(' https://osf.io/b4wck/\n\n'); + fprintf('Extract into:\n'); + fprintf(' %s/dataset_I_auditory/\n', dataDir); + fprintf(' %s/dataset_II_motor/\n\n', dataDir); + fprintf('The data should be in BIDS format with SNIRF files:\n'); + fprintf(' dataset_*/sub-XX/nirs/*.snirf\n\n'); + return; +end + +% --- Dataset I: Auditory --- +fprintf('--- Dataset I: Auditory (Speech/Noise/Silence) ---\n'); +auditoryDir = fullfile(dataDir, 'dataset_I_auditory'); +checkDataset(auditoryDir, 'Auditory'); + +% --- Dataset II: Motor --- +fprintf('\n--- Dataset II: Motor (Finger Tapping) ---\n'); +motorDir = fullfile(dataDir, 'dataset_II_motor'); +checkDataset(motorDir, 'Motor'); + +fprintf('\n=== Setup Complete ===\n'); + +%%_Subfunctions_________________________________________________________ + +function checkDataset(datasetDir, name) +% CHECKDATASET Validate a single FRESH dataset directory +% +% Inputs: +% datasetDir - Path to dataset directory +% name - Display name for the dataset + +if ~isfolder(datasetDir) + fprintf(' NOT FOUND: %s\n', datasetDir); + fprintf(' Download from https://osf.io/b4wck/ and extract here.\n'); + return; +end + +% Find subject directories +subDirs = dir(fullfile(datasetDir, 'sub-*')); +subDirs = subDirs([subDirs.isdir]); + +if isempty(subDirs) + fprintf(' EMPTY: No subject directories found in %s\n', datasetDir); + return; +end + +fprintf(' Found %d subjects: ', length(subDirs)); +subNames = {subDirs.name}; +fprintf('%s ', subNames{1:min(5, end)}); +if length(subNames) > 5 + fprintf('... +%d more', length(subNames) - 5); +end +fprintf('\n'); + +% Check for SNIRF files (handles sub/nirs/ and sub/ses/nirs/ layouts) +nFilesTotal = 0; +nLoadable = 0; +testLimit = 2; % Only test-load first N files to save time + +% Find all sessions +allSessions = {}; +for s = 1:length(subDirs) + subPath = fullfile(datasetDir, subDirs(s).name); + + % Check for session directories (BIDS: sub-XX/ses-XX/nirs/) + sesDirs = dir(fullfile(subPath, 'ses-*')); + sesDirs = sesDirs([sesDirs.isdir]); + + if ~isempty(sesDirs) + for si = 1:length(sesDirs) + nirsDir = fullfile(subPath, sesDirs(si).name, 'nirs'); + if isfolder(nirsDir) + allSessions{end+1} = struct('sub', subDirs(s).name, ... + 'ses', sesDirs(si).name, 'nirsDir', nirsDir); %#ok + end + end + else + % No sessions: sub-XX/nirs/ layout + nirsDir = fullfile(subPath, 'nirs'); + if isfolder(nirsDir) + allSessions{end+1} = struct('sub', subDirs(s).name, ... + 'ses', '', 'nirsDir', nirsDir); %#ok + end + end +end + +fprintf(' Sessions/runs found: %d\n', length(allSessions)); + +for si = 1:length(allSessions) + nirsDir = allSessions{si}.nirsDir; + snirfFiles = dir(fullfile(nirsDir, '*.snirf')); + nFilesTotal = nFilesTotal + length(snirfFiles); + + % Test-load a few files + for f = 1:min(length(snirfFiles), max(0, testLimit - nLoadable)) + sesLabel = allSessions{si}.ses; + filepath = fullfile(nirsDir, snirfFiles(f).name); + try + testData = pf2.import.importSNIRF(filepath, false); + if isfield(testData, 'raw') && ~isempty(testData.raw) + nLoadable = nLoadable + 1; + if nLoadable <= 1 + fprintf(' Sample: %s/%s/%s\n', allSessions{si}.sub, sesLabel, snirfFiles(f).name); + fprintf(' Channels: %d, Samples: %d, Rate: %.1f Hz\n', ... + size(testData.raw, 2), size(testData.raw, 1), testData.fs); + if ~isempty(testData.markers) + fprintf(' Markers: %d events\n', size(testData.markers, 1)); + uniqueCodes = unique(testData.markers(:, 2)); + fprintf(' Unique codes: %s\n', mat2str(uniqueCodes')); + end + % Check for short channels + if isfield(testData, 'probeinfo') && isfield(testData.probeinfo, 'Probe') + probe = testData.probeinfo.Probe{1}; + if isfield(probe, 'IsShortSeparation') + nSS = sum(probe.IsShortSeparation); + fprintf(' Short-separation channels: %d\n', nSS); + end + end + end + end + catch e + fprintf(' WARNING: Failed to load %s: %s\n', snirfFiles(f).name, e.message); + end + end +end + +fprintf(' Total SNIRF files: %d\n', nFilesTotal); +if nLoadable > 0 + fprintf(' Loadable: %d/%d tested OK\n', nLoadable, min(nFilesTotal, testLimit)); +end + +% Check for events.tsv (BIDS sidecar) +eventFiles = dir(fullfile(datasetDir, '**', '*events.tsv')); +if ~isempty(eventFiles) + fprintf(' BIDS events.tsv files: %d (may contain stimulus timing)\n', length(eventFiles)); +end + +end diff --git a/exploreFNIRS.m b/exploreFNIRS.m index e63366f1..74bdd234 100644 --- a/exploreFNIRS.m +++ b/exploreFNIRS.m @@ -87,6 +87,8 @@ function exploreFNIRS_OpeningFcn(hObject, eventdata, handles, varargin) % Update handles structure guidata(hObject, handles); +pf2_base.applyLightTheme(hObject); + initialize_gui(hObject, handles, false); global ExFNIRS @@ -157,7 +159,7 @@ function exploreFNIRS_OpeningFcn(hObject, eventdata, handles, varargin) ExFNIRS.data=ExFNIRS.data'; end elseif(~isempty(p.Results.filename)) - exploreFNIRS.LoadEx(p.results.filename); + exploreFNIRS.loadEx(p.Results.filename); end @@ -4328,7 +4330,7 @@ function pushbutton_exLoad_Callback(hObject, eventdata, handles) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) -exploreFNIRS.LoadEx(); +exploreFNIRS.loadEx(); % --- Executes on button press in pushbutton_exSave. function pushbutton_exSave_Callback(hObject, eventdata, handles) @@ -4336,7 +4338,7 @@ function pushbutton_exSave_Callback(hObject, eventdata, handles) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) -exploreFNIRS.SaveEx(); +exploreFNIRS.saveEx(); % --- Executes on button press in pushbutton_plot_scatter_topo. diff --git a/functions/bpf.m b/functions/bpf.m index e4c39312..6130e377 100644 --- a/functions/bpf.m +++ b/functions/bpf.m @@ -1 +1,34 @@ -function [ dataf ] = bpf( data,filtOrder,fs,lowF,highF) % inputs ------------------------ % data: data to be filtered % filtOrder: filter order % fs: sampling freq. % lowF: highpass cut-off frequency % highF: lowpass cutoff frequency % outputs ----------------------- % dataf: filtered data %-------------------------------- % bpf function designs bandpass butterworth filter with the specified cut-off frequencies and order. % It filters the data columnwise as its output %-------------------------------- [Mini,Nini]=size(data); if Mini==1 %if the data is a row vector converts it to column vector data=data'; end [M,N]=size(data); %----------------------------------------------------------------- % Band-pass Filter design %----------------------------------------------------------------- half_fs = fs/2; %half of sampling freq. equal to pi [A,B,C,D] = butter(filtOrder,[lowF highF]/half_fs); sos = ss2sos(A,B,C,D); dataf=pf2_base.external.filtfilt_classic(sos,1,data); if Mini==1 %if the data is a row vector converts it to column vector dataf=dataf'; end \ No newline at end of file +function [ dataf ] = bpf( data,filtOrder,fs,lowF,highF) + +% inputs ------------------------ +% data: data to be filtered +% filtOrder: filter order +% fs: sampling freq. +% lowF: highpass cut-off frequency +% highF: lowpass cutoff frequency +% outputs ----------------------- +% dataf: filtered data +%-------------------------------- +% bpf function designs bandpass butterworth filter with the specified cut-off frequencies and order. +% It filters the data columnwise as its output +%-------------------------------- + +[Mini,Nini]=size(data); +if Mini==1 %if the data is a row vector converts it to column vector + data=data'; +end + +[M,N]=size(data); +%----------------------------------------------------------------- +% Band-pass Filter design +%----------------------------------------------------------------- +half_fs = fs/2; %half of sampling freq. equal to pi + +[A,B,C,D] = butter(filtOrder,[lowF highF]/half_fs); + +sos = ss2sos(A,B,C,D); +dataf=pf2_base.external.filtfilt_classic(sos,1,data); + +if Mini==1 %if the data is a row vector converts it to column vector + dataf=dataf'; +end diff --git a/functions/lpf.m b/functions/lpf.m index cdc88a7d..345f289e 100644 --- a/functions/lpf.m +++ b/functions/lpf.m @@ -1 +1,55 @@ -function [ dataf ] = lpf( data,ft,fs,freq_cut,Nf ) % inputs ------------------------ % data: data to be filtered % ft: filter type % fs: sampling freq. % freq_cut: cut-off frequency % Nf: filter length % outputs ----------------------- % dataf: filtered data %-------------------------------- % lpf function designs lowpass FIR filter with the specified cut-off frequency and length. % It filters the data columnwise as its output %-------------------------------- [Mini,Nini]=size(data); if Mini==1 %if the data is a row vector converts it to column vector data=data'; end [M,N]=size(data); %----------------------------------------------------------------- % Low-pass Filter design %----------------------------------------------------------------- half_fs = fs/2; %half of sampling freq. equal to pi if ft==1 [b,a] = fir1(Nf,freq_cut/half_fs); % use FIR1 to obtain linear phase filter; b=impulse response elseif ft==2 dp=0.01; %pass-band ripple ds=0.01; %stop-band ripple dev=[dp ds]; F=[freq_cut freq_cut+0.1*(freq_cut)]; %these are the cutoff frequencies %this frequency depends on noise frequency MR=[1 0]; [N1, F0, M0, W]=remezord(F, MR, dev, fs); [b,delta]=remez(N1, F0, M0, W); a=1; elseif ft==3 [b,a] = butter(Nf,freq_cut/half_fs); % use FIR1 to obtain linear phase filter; b=impulse response end %----------------------------------------------------------------- % Filter the data %----------------------------------------------------------------- %H = fft(b',2*(M+Nf)); %frequency domain filter %H = freqz(b,a,2*(M+Nf),'whole'); %frequency domain filter %H=H/(H(1)); %Data = fft(data,2*(M+Nf)); %frequency domain data %Dataf = (H * ones(1,N)) .* Data; %frequency domain filtered data %datad = ifft(Dataf); %time domain filtered data %dataf = (real(datad(Nf/2:M+Nf/2-1,1:N))); %adjustment for time shifting caused by the filter dataf=filtfilt(b,a,data); if Mini==1 %if the data is a row vector converts it to column vector dataf=dataf'; end \ No newline at end of file +function [ dataf ] = lpf( data,ft,fs,freq_cut,Nf ) + +% inputs ------------------------ +% data: data to be filtered +% ft: filter type +% fs: sampling freq. +% freq_cut: cut-off frequency +% Nf: filter length +% outputs ----------------------- +% dataf: filtered data +%-------------------------------- +% lpf function designs lowpass FIR filter with the specified cut-off frequency and length. +% It filters the data columnwise as its output +%-------------------------------- + +[Mini,Nini]=size(data); +if Mini==1 %if the data is a row vector converts it to column vector + data=data'; +end + +[M,N]=size(data); +%----------------------------------------------------------------- +% Low-pass Filter design +%----------------------------------------------------------------- +half_fs = fs/2; %half of sampling freq. equal to pi +if ft==1 + [b,a] = fir1(Nf,freq_cut/half_fs); % use FIR1 to obtain linear phase filter; b=impulse response +elseif ft==2 + dp=0.01; %pass-band ripple + ds=0.01; %stop-band ripple + dev=[dp ds]; + F=[freq_cut freq_cut+0.1*(freq_cut)]; %these are the cutoff frequencies %this frequency depends on noise frequency + MR=[1 0]; + [N1, F0, M0, W]=remezord(F, MR, dev, fs); + [b,delta]=remez(N1, F0, M0, W); + a=1; +elseif ft==3 + [b,a] = butter(Nf,freq_cut/half_fs); % use FIR1 to obtain linear phase filter; b=impulse response +end +%----------------------------------------------------------------- +% Filter the data +%----------------------------------------------------------------- +%H = fft(b',2*(M+Nf)); %frequency domain filter +%H = freqz(b,a,2*(M+Nf),'whole'); %frequency domain filter +%H=H/(H(1)); +%Data = fft(data,2*(M+Nf)); %frequency domain data +%Dataf = (H * ones(1,N)) .* Data; %frequency domain filtered data +%datad = ifft(Dataf); %time domain filtered data +%dataf = (real(datad(Nf/2:M+Nf/2-1,1:N))); %adjustment for time shifting caused by the filter + +dataf=filtfilt(b,a,data); + +if Mini==1 %if the data is a row vector converts it to column vector + dataf=dataf'; +end diff --git a/functions/pf2_MotionCorrectTDDR.m b/functions/pf2_MotionCorrectTDDR.m index d08cae00..35c3b4dd 100644 --- a/functions/pf2_MotionCorrectTDDR.m +++ b/functions/pf2_MotionCorrectTDDR.m @@ -1,25 +1,43 @@ -% function dodTDDR = pf2_MotionCorrectTDDR(dod,sample_rate) +function [dodTDDR] = pf2_MotionCorrectTDDR(dod,sample_rate) +% PF2_MOTIONCORRECTTDDR Temporal Derivative Distribution Repair for motion artifacts % -% Corrects motion artifacts by computing the temporal derivative of the dod signal, -% applying robust regression to reduce magnitude of outlying fluctuations, then -% integrating to get the corrected signal. +% Corrects motion artifacts by computing the temporal derivative of the +% signal, applying robust regression (Tukey's biweight) to reduce the +% magnitude of outlying fluctuations, then integrating to recover the +% corrected signal. High-frequency components (>0.5 Hz) are separated +% before correction and merged back afterward. % -% This function follows the procedure described in: -% Fishburn, F. A. et al. (2019). Temporal Derivative Distribution Repair (TDDR): A motion correction method for fNIRS. NeuroImage, 184, 171-179. +% Reference: +% Fishburn, F. A. et al. (2019). Temporal Derivative Distribution Repair +% (TDDR): A motion correction method for fNIRS. NeuroImage, 184, 171-179. +% Script by Frank Fishburn (fishburnf@upmc.edu) 10/03/2018. % -% INPUTS: -% dod: delta_OD -% SD: SD structure (removed in this version) -% sample_rate: the sample rate of the signal +% Syntax: +% dodTDDR = pf2_MotionCorrectTDDR(dod, sample_rate) % -% OUTPUTS: -% dodTDDR: dod after correction via TDDR +% Inputs: +% dod - Optical density signal [T x C double] +% T = time samples, C = channels +% sample_rate - Sampling rate in Hz (scalar) % -% LOG: -% Script by Frank Fishburn (fishburnf@upmc.edu) 10/03/2018 +% Outputs: +% dodTDDR - Motion-corrected optical density [T x C double] +% Same size as input dod. % - -function [dodTDDR] = pf2_MotionCorrectTDDR(dod,sample_rate) +% Algorithm: +% 1. Separate low-frequency (<0.5 Hz) and high-frequency components +% 2. Compute temporal derivative of low-frequency signal +% 3. Iteratively estimate robust weights via Tukey's biweight function +% 4. Apply weights to centered derivative +% 5. Integrate corrected derivative and center result +% 6. Recombine with high-frequency component +% +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% od = pf2_Intensity2OD(data.raw); +% corrected = pf2_MotionCorrectTDDR(od, data.fs); +% +% See also: pf2_SMAR, pf2_MotionCorrectWavelet, pf2_fnirs_MARA mlAct = ones(size(dod,2),1); diff --git a/functions/pf2_MotionCorrectWavelet.m b/functions/pf2_MotionCorrectWavelet.m index dc176879..654e03bd 100644 --- a/functions/pf2_MotionCorrectWavelet.m +++ b/functions/pf2_MotionCorrectWavelet.m @@ -1,36 +1,38 @@ -% function dodWavelet = hmrMotionCorrectWavelet(dod,SD,iqr) +function [dodWavelet] = pf2_MotionCorrectWavelet(dod,iqr,turnon) +% PF2_MOTIONCORRECTWAVELET Wavelet-based motion artifact correction % -% UI NAME: -% Wavelet_Motion_Correction +% Performs a wavelet decomposition of the signal and removes coefficients +% that exceed iqr times the interquartile range, as these are likely due +% to motion artifacts. Uses a shift-invariant discrete wavelet transform +% with the db2 wavelet. % -% Perform a wavelet transformation of the dod data and computes the -% distribution of the wavelet coefficients. It sets the coefficient -% exceeding iqr times the interquartile range to zero, because these are probably due -% to motion artifacts. set iqr<0 to skip this function. -% -% The algorithm follows in part the procedure described by -% Molavi et al.,Physiol Meas, 33, 259-270 (2012). +% Reference: +% Molavi, B. & Dumont, G. A. (2012). Wavelet-based motion artifact +% removal for functional near-infrared spectroscopy. Physiol Meas, 33, +% 259-270. Adapted from Homer2 by Behnam Molavi and S. Brigadoi. % -% INPUTS: -% dod - delta_OD -% SD - SD structure -% iqr - parameter used to compute the statistics (iqr = 1.5 is 1.5 times the -% interquartile range and is usually used to detect outliers). -% Increasing it, it will delete fewer coefficients. -% If iqr<0 then this function is skipped. -% +% Syntax: +% dodWavelet = pf2_MotionCorrectWavelet(dod, iqr) +% dodWavelet = pf2_MotionCorrectWavelet(dod, iqr, turnon) % -% OUTPUTS: -% dodWavelet - dod after wavelet motion correction, same -% size as dod (Channels that are not in the active ml remain unchanged) +% Inputs: +% dod - Optical density signal [T x C double] +% T = time samples, C = channels +% iqr - IQR multiplier for outlier detection (scalar, typical: 1.5) +% Higher values = fewer coefficients removed. +% Set iqr < 0 to skip correction (returns input unchanged). +% turnon - Enable flag (optional, scalar). If 0, skips correction. % -% LOG: -% Script by Behnam Molavi bmolavi@ece.ubc.ca adapted for Homer2 by RJC -% modified 10/17/2012 by S. Brigadoi +% Outputs: +% dodWavelet - Motion-corrected optical density [T x C double] +% Same size as input. Invalid channels return NaN. % - - -function [dodWavelet] = pf2_MotionCorrectWavelet(dod,iqr,turnon) +% Example: +% data = pf2.import.sampleData.fNIR2000(); +% od = pf2_Intensity2OD(data.raw); +% corrected = pf2_MotionCorrectWavelet(od, 1.5); +% +% See also: pf2_MotionCorrectTDDR, pf2_SMAR, pf2_fnirs_MARA if exist('turnon') if turnon==0 diff --git a/functions/pf2_SSR.m b/functions/pf2_SSR.m new file mode 100644 index 00000000..7a3c6960 --- /dev/null +++ b/functions/pf2_SSR.m @@ -0,0 +1,54 @@ +function [fNIR] = pf2_SSR(fNIR, method, numPCs) +% PF2_SSR Short-separation channel regression for superficial signal removal +% +% Wrapper for pf2_base.fnirs.shortChannelRegression that is compatible with +% the processFNIRS2 method chain system. Removes physiological noise from +% scalp and extracerebral tissue using short-separation channel data as a +% proxy for superficial hemodynamics. +% +% Reference: +% Saager, R. B. & Berger, A. J. (2005). Direct characterization and +% removal of interfering absorption trends in two-layer turbid media. +% J. Opt. Soc. Am. A, 22(9), 1874-1882. +% +% Syntax: +% fNIR = pf2_SSR(fNIR) +% fNIR = pf2_SSR(fNIR, method) +% fNIR = pf2_SSR(fNIR, method, numPCs) +% +% Inputs: +% fNIR - Processed fNIRS data structure with hemoglobin fields +% method - Regression method: 'nearest' (default), 'pca', or 'all' +% numPCs - Number of principal components for 'pca' method (default: 1) +% +% Outputs: +% fNIR - Corrected fNIRS structure with superficial signal removed +% +% Algorithm: +% 1. Delegates to pf2_base.fnirs.shortChannelRegression +% 2. If no short channels found, returns data unchanged with warning +% +% Example: +% data = pf2.import.importSNIRF('subject01.snirf', false); +% processed = processFNIRS2(data, 'ShowGUI', false); +% corrected = pf2_SSR(processed, 'nearest'); +% +% Notes: +% - Intended for use in oxy processing method chains +% - Requires probeinfo with IsShortSeparation field +% - Applied after Beer-Lambert conversion (operates on HbO/HbR) +% +% See also: pf2_base.fnirs.shortChannelRegression, pf2_MotionCorrectTDDR + +if nargin < 2 || isempty(method) + method = 'nearest'; +end + +if nargin < 3 || isempty(numPCs) + numPCs = 1; +end + +fNIR = pf2_base.fnirs.shortChannelRegression(fNIR, ... + 'Method', method, 'NumPCs', numPCs); + +end diff --git a/functions/pf2_TakizawaRejection.m b/functions/pf2_TakizawaRejection.m index 5b34ca52..0fe431df 100644 --- a/functions/pf2_TakizawaRejection.m +++ b/functions/pf2_TakizawaRejection.m @@ -1,40 +1,50 @@ function fMask=pf2_TakizawaRejection(fNIR,strictCriteria) - %% Measures and optionally applies takizawa rejection criteria - % this script will just measure the Takizawa critera for rejection - % Use applyMask =true to merge with the fchMask - % Use strictCriteria =true to merge the strict criteria with the - % mask (uses "or" instead of "and" for the takizawa criteria - % actual papers are somewhat ambiguous about the logic) - - % Method was originally designed for use with the Hitachi Etg-4000 - % during a ~60 second verbal fluency task while sampling at 10hz - % Some factors including unit conversion were adjusted in - % order for this to be functional for other devices, namely - % 1)Aproximation of units in mM*mm instead of uM - % 2)Use/Conversion for alternate sampling frequencies - % 3)High frequency conversion calculated as percentage of - % windows rather than 4 specific time periods - % 4)Instead of 1 artifact >0.15mMmm, a margin is specified - % (windowsize/2) - - % Due to differences in between the 2008 and 2014 methodologies, - % band power calculations for rule 2(2008) are conducted but not used specifically - % in rejection. These items appeared to be unit specific and may - % not be good represenations on other devices. Therefore the 2014 - % rules are used because they are unitless. - % Additionally the first rule for 2008 specificed the elimination - % of channels with maximum digital and analog gain. This may be a - % specific trait of the Hitachi system and so the alternate - % method from 2014 using proportional standard deviation is used instead. - - % References: - % Takizawa Rejection criteria specificed in Supplementary Material I of: - % Takizawa, R., Kasai, K., Kawakubo, Y., Marumo, K., Kawasaki, S., Yamasue, H., et al. (2008). - % Reduced frontopolar activation during verbal fluency task in schizophrenia: a multi-channel near-infrared spectroscopy study. Schizophr. Res. 99, 250–62. doi:10.10numch/j.schres.2007.10.025. - - % Updated criteria from - % Takizawa, R., Fukuda, M., Kawasaki, S., Kasai, K., Mimura, M., Pu, S., Noda, T., Niwa, S. ichi, Okazaki, Y., Suda, M., Takei, Y., Aoyama, Y., Narita, K., Mikuni, M., Kameyama, M., Uehara, T., Kinou, M., Koike, S., Ishii-Takahashi, A., Ichikawa, N., Fujiwara, M., Ohta, H., Tomioka, H., Yamagata, B., Yamanaka, K., Nakagome, K., Matsuda, T., Yoshida, S., Kono, S., Yabe, H., Miura, S., Nishimura, Y., Tanii, H., Inoue, K., Yokoyama, C., Takayanagi, Y., Takahashi, K., Nakakita, M., 2014. - % Neuroimaging-aided differential diagnosis of the depressive state. Neuroimage 85, 498507. https://doi.org/10.1016/j.neuroimage.2013.05.126 +% PF2_TAKIZAWAREJECTION Automatic channel rejection using Takizawa criteria +% +% Evaluates four rules derived from Takizawa et al. (2008, 2014) to +% identify artifactual fNIRS channels based on high-frequency noise, +% low-frequency noise, zero-variance signals, and body movement artifacts. +% Returns a logical channel mask suitable for use with fchMask. +% +% Originally designed for Hitachi ETG-4000 data during ~60 s verbal fluency +% tasks at 10 Hz. Adaptations for other devices include: +% 1) Unit approximation in mM*mm instead of uM +% 2) Alternate sampling frequency support +% 3) Proportional high-frequency window calculation +% 4) Sliding margin for body movement detection +% +% The 2014 criteria (unitless) are preferred over 2008 band-power rules +% for cross-device compatibility. Band-power values are computed but not +% used in the final rejection decision. +% +% Reference: +% Takizawa, R. et al. (2008). Reduced frontopolar activation during +% verbal fluency task in schizophrenia: a multi-channel near-infrared +% spectroscopy study. Schizophr. Res. 99, 250-262. +% DOI: 10.1016/j.schres.2007.10.025 +% +% Takizawa, R. et al. (2014). Neuroimaging-aided differential diagnosis +% of the depressive state. NeuroImage 85, 498-507. +% DOI: 10.1016/j.neuroimage.2013.05.126 +% +% Syntax: +% fMask = pf2_TakizawaRejection(fNIR) +% fMask = pf2_TakizawaRejection(fNIR, strictCriteria) +% +% Inputs: +% fNIR - Processed fNIRS struct with fields: HbO, HbR, HbTotal, +% time, units, DPF_factor +% strictCriteria - (optional) Logical, use OR instead of AND for +% combining rejection rules (default: false) +% +% Outputs: +% fMask - Logical channel mask [1 x C] where 1=good, 0=rejected +% +% Example: +% fMask = pf2_TakizawaRejection(processedData); +% fMask = pf2_TakizawaRejection(processedData, true); % strict mode +% +% See also: pf2_SMAR, pf2.data.applyChannelMask if(nargin<2) strictCriteria=false; % Uses Or instead of And for rejection criteria @@ -154,7 +164,7 @@ fsHz=L2; %frequency at 1 hz point1hz=find(freqvec>0.1,1); %should be approximately L/(10*fs) - onehz=find(freqvec>1); % Should be approximately L/fs + onehz=find(freqvec>1,1); % Should be approximately L/fs if(isempty(onehz)) onehz=length(freqvec); diff --git a/functions/pf2_bpf_fir.m b/functions/pf2_bpf_fir.m index 41a9235e..a01e0b18 100644 --- a/functions/pf2_bpf_fir.m +++ b/functions/pf2_bpf_fir.m @@ -1 +1,82 @@ -function [ dataf ] = pf2_bpf_fir( data,fs,lowF,highF,Nf,restoreMean,NaN_mode) % inputs ------------------------ % data: data to be filtered % filtOrder: filter order % fs: sampling freq. % lowF: highpass cut-off frequency % highF: lowpass cutoff frequency % Nf: filter Length % restoreMean: add back in 0 frequency data % outputs ----------------------- % dataf: filtered data %-------------------------------- % bpf function designs lowpass FIR filter with the specified cut-off frequencies and length. % It filters the data columnwise as its output %-------------------------------- if(nargin<7) NaN_mode='Piecewise'; end if(nargin<6) restoreMean=false; end [Mini,Nini]=size(data); if Mini==1 %if the data is a row vector converts it to column vector data=data'; end [M,N]=size(data); %----------------------------------------------------------------- % Band-pass Filter design %----------------------------------------------------------------- half_fs = fs/2; %half of sampling freq. equal to pi [b,a] = fir1(Nf,[lowF highF]/half_fs); if(size(data,1)>3*Nf) switch(NaN_mode) case 'Interpolate' try dataf=pf2_base.filtfilt_interp(b,a,data); catch dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans end if(restoreMean) dataf=dataf+nanmean(data,1); end case 'Piecewise' try dataf=pf2_base.filtfilt_piecewise(b,a,data,3*Nf,restoreMean); catch dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans end case 'Leave' try dataf=filtfilt(b,a,data); catch dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans end if(restoreMean) dataf=dataf+nanmean(data,1); end end else dataf=nan(size(data)); warning('LPF: Datasize must be larger than 3*filter length (%i samples)',Nf); end if Mini==1 %if the data is a row vector converts it to column vector dataf=dataf'; end end \ No newline at end of file +function [ dataf ] = pf2_bpf_fir( data,fs,lowF,highF,Nf,restoreMean,NaN_mode) + +% inputs ------------------------ +% data: data to be filtered +% filtOrder: filter order +% fs: sampling freq. +% lowF: highpass cut-off frequency +% highF: lowpass cutoff frequency +% Nf: filter Length +% restoreMean: add back in 0 frequency data +% outputs ----------------------- +% dataf: filtered data +%-------------------------------- +% bpf function designs lowpass FIR filter with the specified cut-off frequencies and length. +% It filters the data columnwise as its output +%-------------------------------- + +if(nargin<7) + NaN_mode='Piecewise'; +end + +if(nargin<6) + restoreMean=false; +end + +[Mini,Nini]=size(data); +if Mini==1 %if the data is a row vector converts it to column vector + data=data'; +end + +[M,N]=size(data); +%----------------------------------------------------------------- +% Band-pass Filter design +%----------------------------------------------------------------- +half_fs = fs/2; %half of sampling freq. equal to pi + +[b,a] = fir1(Nf,[lowF highF]/half_fs); + +if(size(data,1)>3*Nf) + switch(NaN_mode) + case 'Interpolate' + try + dataf=pf2_base.filtfilt_interp(b,a,data); + catch + dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans + end + if(restoreMean) + dataf=dataf+nanmean(data,1); + end + case 'Piecewise' + try + dataf=pf2_base.filtfilt_piecewise(b,a,data,3*Nf,restoreMean); + catch + dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans + end + case 'Leave' + try + dataf=filtfilt(b,a,data); + catch + dataf=pf2_base.external.filtfilt_classic(b,a,data); % Use matlab 2018a filtfilt if current version fails due to nans + end + if(restoreMean) + dataf=dataf+nanmean(data,1); + end + end + + +else + dataf=nan(size(data)); + warning('BPF: Datasize must be larger than 3*filter length (%i samples)',Nf); +end + + + +if Mini==1 %if the data is a row vector converts it to column vector + dataf=dataf'; +end + +end + + + diff --git a/functions/pf2_fnirs_MARA.m b/functions/pf2_fnirs_MARA.m index 34eeefcc..b35eb8e9 100644 --- a/functions/pf2_fnirs_MARA.m +++ b/functions/pf2_fnirs_MARA.m @@ -1,58 +1,46 @@ function [y] = pf2_fnirs_MARA(x,fs,T,L,alpha) -%__________________________________________________________________________ -% Function to apply the movement artifact removal algorithm (MARA) -% presented in Scholkmann et al. (2010). How to detect and reduce movement -% artifacts in near-infrared imaging using moving standard deviation and -% spline interpolation. Physiological Measurement, 31, 649-662. - -% This version (v.1.1) is slightly different to the original approach -% presented in the paper: Instead of using the spline -% interpolation this version implements a smoothing based on local -% regression using weighted linear least squares and a 2nd degree -% polynomial model. This imrproves the reconstruction of the signal parts -% that are affectes by the artifacts. - -% This version (v.1.2a) is updated by Adrian Curtin to allow segments which -% have no artifacts to pass through and segments which are entirely artifacts to pass through, albeit -% rejected - +% PF2_FNIRS_MARA Movement Artifact Removal Algorithm (MARA) for fNIRS % -% INPUT -% x: Input signal -% fs: Sampling frequency [Hz] -% L: Length of the moving-window to calculate the moving standard -% deviation (MSD) -% T: Threshold for artifact detection -% k: half of the centered window length (w = 1 + 2*k) -% alpha: Parameter that defined how much high-frequency information should -% be preserved by the removal of the artifact (i.e., it corresponds -% to the length of the LOESS smoothing window) - -% OUTPUT: -% y: Denoised signal - -% Example 1: [y] = spm_fnirs_MARA(x1,10,0.0005,100,4); -% (Here, the sampling frequency is 10 Hz, the threshold is 0.0005, the MSD window -% length is 100 and 4 refers to the window for the LOESS smoothing. - -% Example 2: [y] = MARA_NIRSSPM(x6,50,25,300,50); -% (Here, the sampling frequency is 50 Hz, the threshold is 25, the MSD window -% length is 300 and 100 refers to the window for the LOESS smoothing. - -% NOTES: -% (1) If the first sample is already a artifact, the algorithms produces -% an error. This has to be fixed for the next release. -% (2) If the treshold value T is below or above the range of the signal, -% the algorithms stops and an error message is displayed. - -%__________________________________________________________________________ -% Dr. Felix Scholkmann, Biomedical Optics Research Laboratory (BORL), -% Universtiy Hospital Zurich, University of Zurich, Zurich, Switzerland -% Felix.Scholkmann@usz.ch -% Version 1: 30 September 2008. This version: 29 May 2015 -%_________________________________________________________________________ +% Detects and removes motion artifacts from fNIRS signals using a moving +% standard deviation (MSD) approach with LOESS smoothing. Artifact segments +% are identified by thresholding the MSD, then reconstructed using local +% regression with weighted linear least squares and a 2nd degree polynomial. +% +% Based on v1.1 by Dr. Felix Scholkmann (BORL, University Hospital Zurich). +% v1.2a updated by Adrian Curtin to handle segments with no artifacts and +% segments that are entirely artifacts. +% +% Reference: +% Scholkmann, F. et al. (2010). How to detect and reduce movement +% artifacts in near-infrared imaging using moving standard deviation and +% spline interpolation. Physiological Measurement, 31, 649-662. +% +% Syntax: +% y = pf2_fnirs_MARA(x, fs, T, L, alpha) +% +% Inputs: +% x - Input signal matrix [T x C] where T=samples, C=channels +% fs - Sampling frequency [Hz] +% T - Threshold for artifact detection based on MSD amplitude +% L - Length of the moving window for MSD calculation (samples) +% alpha - LOESS smoothing window length controlling high-frequency +% preservation during artifact reconstruction +% +% Outputs: +% y - Denoised signal matrix [T x C], same size as input +% +% Example: +% % 10 Hz data, threshold 0.0005, window 100, LOESS alpha 4 +% y = pf2_fnirs_MARA(rawData, 10, 0.0005, 100, 4); +% +% % 50 Hz data with larger parameters +% y = pf2_fnirs_MARA(rawData, 50, 25, 300, 50); +% +% See also: pf2_SMAR, pf2_MotionCorrectTDDR, pf2_fnirs_MARA2 +% +% Original author: Dr. Felix Scholkmann, Felix.Scholkmann@usz.ch +% Version 1: 30 September 2008. v1.1: 29 May 2015. v1.2a: Adrian Curtin -%_________________________________________________________________________ %% numCh=size(x,2); diff --git a/golden/functions/pf2_TDDR_fNIR2000.mat b/golden/functions/pf2_TDDR_fNIR2000.mat new file mode 100644 index 0000000000000000000000000000000000000000..8dd0c3b5fefbd5bfced49f8a9d335cabf209a760 GIT binary patch literal 4654003 zcmV)iK%&1*K~zjZLLfCRFd$7qR4ry{Y-KDUP;6mzW^ZzBIv`C!LqRq)EFeR2Wnpw> zWFT*DIv_@JX&^>rVjv(kATc#MGch_eIUq7HGBzL}ARr(hARr(hARr(hARr(hARr(h zARr(hARr(hARr(hARr(hARr(B00000000000ZB~{000140Y?CMoOII(bWHai2k>D; zBq78|EJA4Ak|K;XQp#9Lgm>@%`|WwJIp;aY`JDg%|J(lmI|(JN3z__nZM$1gule)St~LC2-FCujjasC*7RFvLS+P~Iuke+>6~9L*>3`tJoxA&$l3O2bZnE5?%&WA()#;u` z8Q7-(*t0!6%E;o^W8zBoD^Ck5CzW*Ar#J@p?0Wg|ZY7Yvyw%@d|6Y;TJ-QRoeTSlz z-8&cmqo%kP|4GeyxJ7X+3|cbMlc#9DZo9TN%~OWW+FU8*(Pl-9$g+pG%ToeZPrp)Q zO`c+zJt%ajvPH4fel6pzn_Cn)a`KRC3$`l0O=qq*m-Ko&$KQLfLQ?{YjBQHb%$2@%bX|2XLG?fmhCer~Ee=3_liI~RJO-dWw@t6YgcYl?kij=K7i zp7(rq(JNQ<__8OzMP1eJlUQ?Ct81EKj=XU*TUT1M_q+MJj`*;%jg58b%sEr^ICog$ z*E{`sy+%Kb{8i6)%QGSqb^I1Yya-LT9;w>l8v~f115Jg{C7-x zdtK+ZLt@+L%2TWCjyLMg{@mU|R~=n;rnzn)Bd)cf)AXXHp}l{G+fbd|VSJpC_gU>x zM!aQbd`3&7&)93@j5>~cQr}iaUe3l)t6_HMuMF+qbuKq_ADY{_wK0b*_cyd$d}pAc znqyBD`{T>o89I)=8X-LN@K+;Gdp*-BG6^glzRw**{f12zUd1q^uh&~G}Lv!0Fl?`1* zZ&oq1UECdH7_fE>7U#9LS2Og4B!n8uGuMWR{H8T(7}`Syhl~8<-_#W6{Z7;p@3sD_ zcsJjs>$Qb9PFut~CvK}F@>Vz_#d|mJ6(#cA;4 z4a9s+a$(mF(ZVUagznpkF(Pj9R$*Xz%UIEG%U43JOVx&AzT`1Nr?*h(i)i0S%#ku* z=$!5sszHg3#oWP}LeEy8P)m+&BKmn%p=;qfp}gUyQ0vj6sW_jg3O(7K7@`Oq4_WSu|9WI=#L3*F5;WF z6w2n_LdX7LaO5nZRDBiVHtiM$-aCVH>7G!n8X70gYc~}J`gDT({w#E5427eo2tC{X zA(Z=mBlP#)j{Q|fgz8_<38e)k$ZJ&wyM?t7-{DjPq33G6P@A44bgt+n47}M-=>K96 z96d&;UYUZpz#O4v-RDC4i?4;!^Yw^duc6M1JwjKtqc}fUD71AbLf`kU;=J20sC)S# z*4>|DzCl%6igmAWq33QS)`McP&S@s}ud)g)6BBSA*-2>2RD|whJ%xcwsqk1|p>JM) z~gZs!^@BsIWeT4Z|KgPPr6WnLXQ_NfW8Tt+@ z$GPV@-XY2qFY2h3gwndo@%Wvag=%yV_Wx8>7?=<&w0}_z=XoLUaH!CII!x%hR9$HE z*Fe3?;qZJ-q4Rhxp?P-%@>bVI{ZB1I$A~)U(<2h`^`cPk7If^Wi@qP#L!7NX^34s< zrvSPqM+;qTVsOukP|J!%|CbwLT?7L&8ezX-W9lT!!H^sWTg#OE*+^iY$ zH$b_4bF4KONQlEco1xmO196AQJ!TGi}yvIwpuL^Cuprv|S#J>++o1niOnp4|h?xoOi1v;(mk)P3??+AUS z1gv{P->1;&h4$()zFQxe-wFDTLRU}+?019CsZiby1EtX3>}9Oqf%b*a=YiTIXp8TN z{DIJt1?~CVFX4XuMCA2?whS0pNxjhh2znYNVcy z=w3$mKua-HD|NJkArGkXz2vaJ)kX>=l!7XU8oJ^dNg!?$h?oZKZomu(6NN| zmUDkC*BjY)JLlQW^MmZ;h3-?l$2sm7bA5w#?n3`V-tQUfn!6)D1lnprDGEAcpra}D zw`5#f80f(GWa#O}dcB~#4>bRU`~4aBF6#{DdN>^g)d}o7iG8NQw3*PF3GMUY?M0k# zG0a~E%a%iz8)mJ8zFcU@V_%K&J7G~i=iA462bp)2a~$V+A?u%JopUh#0=>++uJZgQ z-?bEa@4~48zSkp|{FHN)bIwXV@P1XGHy9>|!K`qY9s%8TU|L-`wE_2Iq1u>h2|D6n zZann0X1%t|Pk_?P?3)DTWSHHRb-S@n59sO%oxNdLDzv=8{Wm$Mo%P>l-vO{}AoJd1 zy$_&yFubio>o8a}oOyrae51G?%|7E;e*)`Hg!z-8|L=^O22*FS@5g+XnarQX`_6%$ zOzzKR-7LP-eAZn6qZjf!E@J-YT)X%k7jxbvyw8{X-pe>w4zw?4-4%>m#W~!(_Zk>j z%XeMRdwk3N@A!VXth+j=z z_wybe-uoc?9_IHr!h0X(eU7n?m*4v*exKvqKf(QzycaF|Cx36J`2DEmU(7qrIsVOg z&+vX{`8z(xzmN0WFXFsEv)={Iagp<1;_slC_q@#axWfK^uCLN-^g6!_)oyTp>bl8y zxW##>t%UDIvu|_0QhuLbxW2>r@3POYy!U+?V4nwEKctV?=P~=xslTxf&3(f7r>sLQ zWt@ZNQ~NXClRC@!ck`UTC+dB{ekL30R)Y4*Fx3pBt8kxcG@Ax!S`hbXa#hAtcQE@@ zgO(6jM5R#1QF9m!qf==vO|H(k8Ze8dheIFDuF3sc&`Yx-pogZ`=9(5!o8^z@Q>hN; zpk8W;WF6{=g12dYUG}R7<@&s51L&mIXx^Jf$1tCU#qvF98O?6U_(q(YYP5)^HfBBQ zqqZhcrCw@n%KK6;4U_oYsN9VC)K3F6xjEm3rcoE2Ne$)I-x+@cuNpCFi37 z>Wt^RwBqlXdT9|&wenpn=%-qRwY4?-(p>7L);8>4K@ZhvfXXlNzEq{DG>dwvpW559 zJ~g-FJ5v`eqtWeIj|S*%Dkm_Gsx+5+s4Vk$L!Hz^HEQm_-wSon+tmCr_h}aOQ)@@& zQyaC=WSZ9TkMXG$;{M;hM2pzZTp`XuZ~q>j$a~WCBz_k)hg8ge|bgJOQkNn54F>5>ZV~`8BeolfSOa7 zPi@pevuPIf(0p1(tqSW=3)Oh;qG>6A>|4e;il~MADov+;DzR=ZmAdge(Ol}G*6y62 zX45hn)`Rz_+0;#a6^yoVz6!c%I!&Yh0RRC1|Ag0hSdCrR0B}#DQYcA?L}{*v$`G+| zlIB5V2xTZkQ6wTmk*EwQ87eA;sB_LeG*C&8Mh((HDG8Aw;;B@W`j+qA=MVRFz1REK z@4AP*_u6Z(z3+3ZcswoL*DSOx`H$H|Lt^LR|5!teB&HA(iG4&X($0~XNK7HN5LL;z z(nKCniTCGo(RB@J*GP=y^k25*&-X^#NWb|+ zE6zORIrqbeF`|4EJBjm2zmdd5PFyXV_?(HGiTT7f(S0+L7h)&TaoKPU0sz62pj_iT<4DKEz1QwWysH(V6H$oKNHtJ4qZZ#4=92 zkwhONOKe;AXM01^pAKidL}CiDg;*mRpD1rZ`sLiu=e*y-xzFvdkElxeQzG(+Iz%ht zW}+eIKKDI;&ig(@N6vL3F_KtAEF%uJB>fYmiK@gtQQYL(ia4L>L3AYg6Jv;*Iq&f} z?~9%ra_r;8CyJ}l;?L)u7Js($;l#mmY!i)RMdBfb5swpDVk0r1SVm0byeGP!@;|Qo zIP$DXUWxw17@`kxGf|q@LfY4G;*TNvbLJCCbmrJc@=-=iqb-}$HRVhb^!SVlZfbSA3W{Fyh=IGvn*R>P@-GLEA4;_jQU|FVDbIqQ)9U!Hez=Bs4$ zr=od8a!ldO*PoLo9ikyonkdi7OD87|QCwxB`sUOfH;*Dk^&qOJNX~p4t^XWXG(R3E zUMu2ePW(JhJDva0p2x{Y7|};m4;d9nRd9#MyLUy0brslPDJx`?hFIdbFm;LN+{ zj>iA12p?5{d!+fT+;8ig!rF9x*W>(+w|_gBKfwE~O~U9jZPd7Wd50ES?jPNwiRR>$ z!YOD&dCTibDF5`Xs0nCug5GllRP*BHn{w!! z$hkc-Xyt2 zU}toSP+i&*eey{z?_n?IoT&vqyxKqJxco zlF4YP;w1YZv|BsQ+2!T$-wRpl#;9_D0bdT)je7p+Llds|zh@eA(ILm?`A4D#3C{}M z(e56%%(a)$Q;RN)2Y)+&r>NjVCvNF2-#MB85&slhs z8yY>k$UfTHl8LpqNsoQb1F-$gH2X!);XFq~D_v~|+h}t}wm62V`!ZE|6 zYn)N@u*|tXYVi4cYlkS*AUGrbZ&W&KuUbhp3xQ8%8#bWvijyC7R^fSd*{CWQT{ow1 ziRC{=T)+hKI-FPOEhyr%g*Y@EbItX^k0pxyyTYnq5|vq zR@&PQ=;6g(Ce7uz&w7;ZtVh{ZI@%3oES!9f-A}2CFh&KuFpG;1aUW~m`Tp%6T-S0s$^sqxO;HG@HPv_1@jOiO zZTOPLLSf11JQcK8T=kd(`@4>XQvw(~KiYCGrP3Jhqm>_@Q5dJpY574R3%k6K-LAwKI#gZeqKT!n!#(Fuq5*8N4JGz76%;Y?H_W6KvnK;yTvXo>bMf z2^gQSYu5UB+(#`Jb$LDuzo&R!s2M$ z?*`J(jIOY-rT>PJ`eob?%lK;*F0nAeCv%zDMV#*pm%h&z@H{xc^L-l0!kA!*^y~<{ zey}_%?mT{%?>`9&3}@lG;molc&tY8c8rv40#riJx4480+g)5h{*L8%kaA9t3e@Q6j z*Ylw3)esgeUiqH%I>myFa>Q;piQ^r=raUqj_x;>mXX}GlkkG2nOE}JgNpD8_wqsbY zKR$Ts1>)~54g1!wM{!*zRZpdku&_yd^^{$QS){m;XYs*1=zG8V|^Z^#8 zZ?H_Z^TY4_b4f3;{VZ(E59?ukF)r`g#T)lxUPIp7jPzl_dq{;+=57|AONOUx@MeLQ zgyP-N!##TX!fX0b7$eb zyUspKH{2gjvKpE;v+&N)RLpA=#&xOd^DkHYj=t@S4s~H+XX|Mhg$;PFFKAkPbsY=i z*G`|W>WtsZ{qemw*Wi4^Pao7=&BE;U+W*{g!gV#jU#_+i^SC|iYMdhrt^rMk(@Gqd;Q3UU^Nn4E=i4c%7CFG*IcB@#b}qp6o#CQhJfDT1 z>5Kf7=dsWcbRx=UF6KQr?nu#WJSXbJj1*_#_cVWchMOVApBpfYnThq~dUjg>-}qfy zUpCTIpN0CsjN%Yo7DnEAVqc-nLTX;@?NM4R^ry#F+h|~X{;uVr)3MG6wq7b!#dAw_ zvC+U(JhyZG5{*=_j?Z0vw@n%M`GQ4#(Ub7^o_*)r(usI3YFj1tj%Q)AQ zyk9bKVBNRH>s~MrEWNLNX#)f2wyzG>t7qV}tm_E*XAC^3bMo)5VZf|PqM@#e0iC6w zky**WcYf*S3l$9LrTc|@l`#;bKS5yrhyjUlhwo1*W}rW0--E6K2ELTkrxibBKvLiD z+T}b3oOHDhZ_Q;O!@AJHD2IUx&8d?I?=fJqZQQHkOa|EdM`F&VGcfUuk-a0!z@><> zg9+r9`9R|{t1)P^jMjZ@h6y9Lq#%uG({)r42dfoJ# zk-)$yXMLHLYYa$#Dd0!OGH~6-ZuydE2K0m3pY4}0-b3}bu0&y6?KjpgiDY2d9`Ugs z!x^aeYN|bRmVrbSrE4=zGq5Ez*}E!)f!4#jZM;u1&>XR8*2ohKsHkt(N)>%RrV)Z|E3n z>?cMsCeVU`Gs&wSx0~TS9Mh+-HN|-5>tD}bjO%?g&r}B(u*upn>bwa9*M{g0`EJa> z(B`2^tL88;epQD{rV-X}Q%|LW0Rus66g>C*&A=;V>sb}L3}k-2s;jQez+jJz<6#X3 z)XHOSSF15FZ>!Br^=S-b?#0?506}*0`Msoiwex^rt(F z8faMHy)S8X9Sthxvbz4YG(0^a5R0v%K`&vQR`z2Wau%v5)R)m9`M07+R|yS?p7T$Q zDxyJuV%!h)d>UQ^+U70Dqrr8IQ`7SMG^})a=-{43gS2wIvR@{)SL-)Dl}5wi?Jb2D zX&NF1H(gH@(4eV!s!@Y(lHSY!uj@9e$7hR{J?CCY1vN#$x#}R{b}f}I4ri`kA}W)dwkq{X&5Cv zZsqblG=#bPCNJ=!VUlg!E)7o_6lAU^kKT^+`xv&W+l>Z)9gjneoAAA{w&NeTV18aN z(M?!~?Tc643tWT!evi&`b)um?aw2b`BMox7Zx>Irr@=T_BDc$$hJ=pryA>9=PW@*M zZkW-qFnqM0KaYlaAu6}+7SSM;R(WgM0vamIw6(j8X^=e#GYe*8{#GdEMi|m?x~Z(n zWd;o=12^o{(WBwV#aHLQYhk|EyDZ98$2fkyKX5{ohP%g4f|UvlrmdC{qbJiaWniIC z^#mFML%dre$6+3{KDRi^)6n6X>pMmk^BvWBrBVjhL;A8qm=q1WK4xBBI-G{4nJz~M z#AtX|bfqVKkb*H=eIz{lDNy702vvSiaCfvpN6mK%)->x?p6H<9gIV{o*LD3jDr)DSDkkLC~>nJ-*2ln6Et0 zAbEp=b9NfLqZ247RymNPeGU6to1 z_7A5i2$B9fY<(uI#cjE_VmB*t10L)$@%eO1qG3BTFV_ADEN7Cq-UWG1uK;h9I;HjJfU z(6UpID@%dhAv62QBPlrj%IC>JDI70%-;BCp6pWIy+-)F6!7s5YjS0Vm@T&f@LD_d9 zROK{_`?m|>sOFV;&G$mM-km8?+bo1`7k!h%^+IUx{{m`NLg;(=e(a-1Lhulmx$p5% z2s*nh=gDLX;h}uQ**mNd>X%n#o23dNv;BMit0Zjq*Oz3!t3pT}lIS_=q7YtY43)cn zRtOpvKQ9@c6arGzNOv2pNxbs@#jFwW<8wWncj^J z)3IIFWCc5AAzTQyEBlMIO#W+oa%2_SXKj~~a+2tab! z!M>^!0$|okPE|f4fKyBMd2ZV$fR$=d&D1Ud{tusZsK;FZk83qdONh z7ByWW6PUt>Cl<2(F^PQ0+jN$f9>a%uItSjCNAe;3(CJri!uU|S^SE)(aX#p;9RIJ> zAwJj_ic2Z&hJ`8^pY-_iI4>@gLHmVNIK|P>Sn@+UGev(?J(j)*8Ij#p1OP}h8=3V)c7FQq*%3c5+7=hTg@2ZuDkxK3p)mueQEF6-Jduj8e5=o?@aYO8SoAg(O4D0r7`;e^ zw~}Q#mfh9lvnQBx9 zg_Q0T^CM+Q9lZ2fO{WZ0fnNQ8T4mTW{_o(s?PaJ+)by#`R0ctJ*pa9;WvI0eZZwf8 z!`s0-pEpR9VXxWSx=E2TY#hC~>prOrgOc-XXj6PtT+-faF~*0_J7$yO5FeUhPv?)k zUg5AnfThW|4@JpUEU+V_x;y2;p;vj{#!{u3K*sOH1=N=@A++*BqFSvFSxEj5}w1Ma_sF- z9%37U#X`UGFlO5)x_*!c*@&|v4|{mv(d@4|wezreXMp*_r#u8v#6Oij;DNlIVRh&Z z52Fi98a`I>K#NNj3oGN{VeA`yxe^}y0MD!_3le^Hv_bJ~{2ISTM<83QCbwt8IQM zL+DG4R~||zg<_YSlyyWYwn`hUc^g=YgA+bSPI;E%o5Ofo^Mz9II5Pjp)}=_;qL)~0 zCd^UQ0+o}(z1j<;iw>1y;hdvVlH^j{N*dW0v9lECS-P}|t)=KQWQf`;mBRR)*^O6n zrSN%A#2;8*iffzKr(72;#q7?`M)|p=@Y3JDHDQK}W6S)SevS)q)89<%Ph6b2CXv_j zo(ol3QoF_*E|le094>6-!tX}W#JnahMpqAYITKuv`*xFFRCD3+xQDWlE1-&c#5b$&Z)-F1Tx?m4@B9po&n64mojA zQRQL9p$PrAQZLOj<)Z!jtOwR7xEPF{ zw~etxMUjg`Y-PQORb1E`-G167Da>t=dS%B#E_AjJ^~KNPqAz*MwQq`px50l-?;7La z?orju#6b=+Gaqg5>)~KZZ0o~`DSg8*O zzeq*5CoXYN{WY|Gza0lRY?{s`p5m5r{jVwqpTx}W>u==XNY$nbN%9=DEvb%rwL-X0Txpf87zd|*(l=Vq8Vuj#@`0 z*cj4(!@66|hO1X@+3a#Q;x7;H(q*v`7W?sNcs?7}B3A|)(%4wvcy8hBcs7Fimer8M z*eHHJIu_zD>_5Ap`nDSzn@apeemStQK$bGBd7ce-+DkLfGi*FwJ7#|MI2&?DACG)G zz{ZL3#D_KF152+*ejY}xUi4~Zh5lLz6=)lwO1zH z6Ijr*AStlIS=cR;^8IxH3np(IJr;Vfkky@Bu*Zpoi3f{)Tqwdl$-}>kOjy{Hu}S^8 z0Smpf7c#T;St!f-a!qY73y+lie_QWhL2hyIuT&Kl20~}b8rBMP%luq6F2jOBqr3VV z2^JRjIR9rT!ot2~!&xE!N}v}q@UCpK1dJ5hzRr;n+*P!ui+n7BwOjW}&8`yMTl~_< z=0yplrgaX}noBT`ru6Uj-4f7K1H6Z8N?@s|b!B-)30j)ZbM|ve;OqL)_EKR91}yIn zWM`DX=$+)w4KEQs-_7DH153azUvuSvM+wBCx75{1IA?XDZVp8_*KBm( zJ(Ch#w>~$2#GnM*C7Q<*6CD`f1*_NtOg7$4Wv+C9gv00z> zL8b%}G4xfU5+&Fmo@uv3qy+h1Dp0mVqTFr(k>UJT1%izQ=@#c(@u z?e=m?F}%BbPiUJI<7>*3M-+o%=o~OtiP9@ZvX+xKe@`(iHg<7a)r--#ExmC?0=Lk61jqB4C1YCx2DjO(t$Q@3fsPXJXdP zxg{&vOo%`3db_WH3HQTUqBiMF4C*i186D5W?4wK0^23DtPWlHu^Jn7Pqt!Xz-I!RE z{qnk$BNL~WyEbc|XX1lcL+|-BOpG?tC&Q03@nE7`lzV`Qu%@GmE!s>-eW=?zrpCmi zI)!JYnOH9R{vmY<6W>mz{w$f##FUHT)<=IBkUwbWJo1Bq ze$BO&5?>e~OKzN_`GJ8tCEau8oeVtOjfRlt419-k14>ar-JD|##$_5Apdj--1#N<|4e zV%K@k-ce1*jx)C|TU?>zV`JT#@De(jtu%*ud30E0^tHF8(m^`q|M^!e9WNGFZdeye z$MxF>6OQ`P(b_R89BjefBb?L9ouY;D$}>qk=-C)T)&YH%LV5ehUDq+?zk6MDS}HP2lSzo8ci&;K-L zdvXz8HmhsK1s7p%^t923i$zde7|^@Nya@H@#CkIi6~Vkn?9?~SBJ}-vu61mE5mwff zXLFVop?Ax#OLJxy;ZwcH?ek-WXdT%Sal5AwUB_=flzCE!hUj@QzIBB#urP0YRa%H+ z1q&l~WEVnG+pZxkN~rIu3H$C<2x^64<0+d$Yw)xmc!hk0w@^1`tI0XfT;@|Vo&cEK#e!Z->T!6_P{pGtX3Sc`t`jTs{MK9ans50SzwYd^zBeDEH_vvZKFx>Mqr0C; zck68sU?VWv%}@RPFN7W*OVeJe7~lPCxCI z>*PauZeUrAYCc?C4ix=foe#&w;c#D^kA4@sq=A_{EITTbc=l5s?uS0!^P(dUD_3(1 zk37snxp8M@!;L)HMkEAlm*hcY_t5XE)I4ZzT%o=#G!Jx*eQS8GdHCcS-L&2^4}Fr- z%FJVV(28AtP+mI^9Zn?*1)K8lJ83---mec$w5Jx$bH%;`VZ<*#)`SEV_rIl8}oZ-b~qR0Ybm>PxGBlxo8kQ zZBuWOi;C^-n)>=e-k;X~bVn|XO4z!l>vB=DUg>h5gs|`ArnpO_T*Mq|w3{Byfip#N zX;gO(`q!^bTiTKXEzAD~8MQf(ocDIg_R<`f8r@`0*0Trs%^^==F)rEBqyBrL^=PwXb!3+k_><*Bd8(mMHcS=dE2GkkcBdnf5ZJ1S>292l6o-j<8>Ga--vTCMb{3evo~iiTMih1#QnVF?)%sNo;*4##%!q_g~3G#NfQv z>AXyI$X}sV#$}>D&Ed3*e2PJx$__esM*k(s2l9Har zty`Cg>J8C>{Suitw4~LCP0EB$Q(Cao*9?fRzfIfHlL6;LYS+eFGEiIG^RA{Y1HY!Z za#UUhWG($J9?Ho;nYwzjL`(*Pwi8-iJ{eePIjf#ymjUv!9%C=#4D|lnMbgpDz*dC` zfw)=*I+}iD^(tgQgf0_xZAk|F7zYx<|E7a2dxn2zBpvBDw)87^rNhvHx0CcZ9rvj` zcKfY#G;tTHm2=Y(^_JHem6Z-LXIlm(DjogvmPKoOr=yjZo*-qLj>#K>>pzUr@#BsA zueSZ^*t|B>_PT01%zrd~OO;Q@1+i7dUSjF!j5YQ*`I83aH;28ozofzXQEQgM+cfAz z)W4tKoQ8dggQrGo(xCW2{%boY4MPrERf5bk^e_^1a1WmpR2k%7im*$8%Y-% zhNj)is^7=b5OzhtnCDN!UxyW4%8oSQ|LtSDlO{CO=BB}4p9ZBI#S2Ug8gfUr540%K zKpJzYnp!IKIVQbYKZk}E*~oNme=-h81SpBzOUBf@bJiCa$=H>ha`@ThWQcF`?$)$S z#(jSWdB&b(1gSQPi>*qA+xW=!;OQiYkhKU;4N!JqZ+2@IDjI zB)BDXIKDiYgsC!#W5%jNpJDKDyI2x>kGkrd9Z5vTIW5!v$BCe+scv@VC4ywhAb!Ur z!qKLCX`(|ShOVk9E9fVpw_tQmwW3h>JI6GblZY7a=J}uAC!pibWwjVV0;cR6l{OU# zxz9j$wq+ zrY}aB8R_xh*7dfY@Qeqoi{2}0B&>I}Hnyn7V@&5tMDh|L#<{OLJsO8G71IQ{Cvh-L z&+QoE$6-pveb&vmI8>M{6^U_*!!ECzBNm5**qvIbwjmCxLvPGQ=f}Zskmw)kkA>kD zU!$gbu@GOdoyB9uV(Ok;PjaY`S2+LmrNqKf>evDs#KP~;@U-FTSX9v5Uhn@CgI)U< zGc>wl;8!+mvbin>0;O$#*5}4RdeQvUwf-^at;&#EYbwO(xygzC9FdB~e+3n12(NNX- zJ4+xYSp?GDvJUoe>~KrsMu!-`0ggWIX23(Y$c< z-nOs16A+G8kL8Ee&BHM?mO0Mf9S%RWFEtxv!XbWqc>#MW47)re=o>r2K>E?saOI{D z_XW<^%nHL;ci+XkK4EYSmiTevOc?wIX3^hkgu!%fxtq`OFc|iVIfzY!!jK~yQTj3z z6|ARC2dhHSdw7-Ra9SutHcYi7dWJ$_%q&UcR4AyIcLesTg`%c4AU#Pk6mE0n-(s8! zs-ZFvZ`6fWkZE)mRt;K^{>XW*LIs z3(>xMt3yB!bt)6<2?nWXi$zaCFx>icBCE~?3%|P_TT;Zq#WlYOMg&yd$+$>?GFm+ARAOslC3asGPIwAKe!UHoyLOSovbi zeaLBKjW4K`7lK{-d@$xJt2N2=0ogT+5n&_5A;pU5=xqs~)JBGJ5^X)dQ_(PDjqDdO)FJ zbb9uJBoQ1esYef4t%WnI!})Qk(L4c$DI5ElsC&r0=>TtL?E(<}_X1XBC~ zQRn%WK(08Qdob1+)Ds^+sEP^^g3lY0FM{k_QMFm}BB|>7TI~cnCD3Ro(-FN3-oL%D-VvnnwB4;-2T%tNy6A3p0R6|6p!-+tL9+95 zIHhh6@>BioW7T#L%zfIGt7Qj;jTO$P>TN+{(LTuN*n+Ggeqi*0jqrZA&{_}MfK+YO zB6wmA3d>=-{-iZ}Q?MsybUP@rJqcS6^i0@AUhDzPW$L3ViX z`1&hLP-hs!9zEwkYFA!*V(=_TURK8sj#+@ZRHwjV+8lxh_ZB3~HV4(XBc)@J83azw z-aHHS29(Wh#UpATYn%*?l7qIqxL)14}wJd zRi$uP57b|2Z*|V=f+S(^p}>1TNK!nWjWj^Y$@KoCrwx);>hAx%c7mi-D-z9A2T63> zrxE5hkespR`mBv0r8;$*TPc9FE6t-dTmmG)spV{qzI`OsjE!2u{}H6$e;zAtl_f}p znoGW2Ur&%)#;rdc-$IbyL;jzq8bM0qB9p91kc_CIwW3-CX(8vu#g4rM^}iU&SI@}= zwU%;S>!uDtJ@`prpMQX$zN*zQ3)Ls6Bkm%S_J;@(w?;MP$Pt2Mx1Zg<^%y~#*F@=) zG$2TA5~fv?CkPT_a=+4uAt6waae38qk{~U$DsyNxBFKgJrn>H)BB&KwCp0RJ2~z!i zzFWy@f;?cmFgfE4L4CZ|ffi*#kn0xKd-<9Y)Wj`|_Bfge`{+joOw9@MaIl}}VGBa= z?gQ<^?z4m-W+GWr`5ZxV>2!BqX-NnY>eV6_o+rp2ZBMDc&Jzl8>lxd;DFk`4;(+*w z5dD=6`)sWUh252RSzT5{FUuv%+}N5B7==9}wOA9qQY##@b!`ap%&GHh>V&x6u`*B1 zmY^$zS})+)5@eTW7i`zq5v110=Ihx)B)_>lzQmsBeMO307i~`{bZhkM{S~61GTF@A zf#_XP6Kna!fglxywHn(v5_GlG)_Xb~3DO(Sy~|HJ5xrLxDeoRS5!ByTn{xMEAV^9S z?}Ilk5ai-e+m9+239^(;x)<{zK~+6HXF}SU=)KFkYM<;(kgIC49?iQ%kp8{8B^Pvw z=)GmJ%x3%&L7&fJBD?u6T{6K0K}?gY7H@k-ilcY->f z;cWENoe<3E8ZK7zAQaB4-4{4}5N>lzA3Ae92+D(xW)giKgsR_$fO1(+LVWbfh65&^ z1Zn1$Ra=TDp>QE_gIS9wVYuL;U&nkeqBT47l;M6a!mZ1=MiA&lh$nw$ZL0Pn=+=x? z@nc?uU~awiM`dq9TrMtur=2&Us&|4NR^&~LEi=_s znWPz;7$3rLW?6P@gAXxgFjmd^?L$=b_MNHM^d$rndwrj{`3iHMl6uASCEUDxHDC4n z5~S6CUOZXtM~FA={#tM9N06Muqq(Vm1a(|BKd!}(AaBjxY&YMZ82c!-YZuv{FnlGkgABsP~Cq)Y%e5&}XE+ z^6i5NO7F}5#q=P;t-JiFc{A0m{_={OUGwdrY6zha>v?$bg%E<2w?R>*IE1J;(r{saR|rA7QYmY={4$|>$9cDj z!DWJKa9(gGTFAx!Ru~8_6Xev}3o(6}5EMiYER~@WbncD72n{OH>tB4}+es>+njpI0 z+=WVrG?%#%aa1BZn*2h6LnYjzA{;~RQ3=Nh4b_f!RKoD0r1I9^LjUON(^TnDBIfgf z%BMR*iHd#FIx;6iiH^+@vniKC2?d+4F%r9X*VnI;NiZJ4T00030{}fhvJk)&`O%aJFAyPsTQ3+4cB2khgBuQDbJ<5`V zBt^(hgRzZm_8F2SW$#ExB}tSdX_K^&BwO`<-@oqX-h1x3=iHg!%+K!ilH~U~kr;Sv z{YcC*5T7$GSn1w-AeO|=2Cg3~67;qsj95g%aP#>6yqA%%lQ^VQ`YRHYN+Wiy zR1_x1!VfiXh{EXi?tdTdi-O2*(H)Qei$c$bcfk*%qR^qO@v^y)AC5 zsGH*@G>kqpl0SP1*`@i6C)7(AsQ9iPRYsyjRP?QCv5%DPV7ue=kF5cRZ) z&OU;dE80E$D;{&cq~H22nSh9`T6@Jc6F{G||GjiCi9SC&mE051@$bv~D&YyB7=3x8 zLQ6o^OX1}!ZziC%P&`PkBLQ0HUyX==CVBPY#6Lobm>hA~^I0hoRtwu#b!|&Tt3{Gh zwQVAn?mxSoc8b(TfrJ zC1Z}cz}r-2GM1Km^H$U+Lum&if%7~WL(3Br)yI;dRWDgwB$k3TA6E{pR!f0I33Eq* zQ3|Y%hu@NPNI`2G(<~}D1%~avW=1F}pi~@xV0R@29a8Ua);E*-ee2r_11Tt*%Y1ik zIt5y~w^w&dUxwWpYP80N%NQDxm=m`5GOC`e%)ak-8KdzP=290fBU_+y#gXjGkO-1p zm|K1sao$bRFWN|cvt+B($IDn+>3o|#hXSA9L0{{|DaaN|)#zSEfma(pXjqK`n}D0` zzc*4ay8YUwMLQ`F%t{o*gOH;RG?Gv`JN z3I&_XL=vp?DPUjnbhas`!0=GOPMb;!DDA8NwQi!o_-?4S#S_A(?!Dc#p8}=j-)#*) zQ&94B{srAh3i57n%Qb{jp|btqxV&U43}sFliz}vLvq&;yW^F3bttd9MITdS!Rz-L2 zPKAqQ>VjJ9RPZ-=<}sW}E}yR-Vc9}^cV`tR9BOJZjcnEB^6)7)D=9Qra~l1UU&0AD(uqs*)RA?`e$z>_e`b2 z-{Qa{&ipj==qoQfC6xx#^i_ddmD1pI$NHtf`ZNUEUbVcpB@K3h+D{Tp($Jdw(%JlA z8pao0nOW$PhB<-x?E5}x5SuAGdg*K$s;1tp*b$S4hIbpkO{Aqk#e(^;q>%7`)wtzS zk_N-9M^`1Q(@?P^zPzzH4PG-2P5zx}koddjo&4)GgcR;wbnkN-x-5^Go}46jc1p?; zp>#-CK6z8UI30b;>N_12($Tay^V+ONI?C2A)yUOL2bFQ{x}I@5?Cv<2bXui@KBYKx z!Z95V&!;j4PNah(^w~NyI2}tZ$Cs-|rNcB&W~};hI)=uryG`>*J-oQNn@?~T6z;m* zOozE`*`rT)(h(MO?1O(h>6iX1I?+pb6V~XT{g{sTKaI{!|44_`r;GQ_&Y_|tbXe(^ z7!^MK=VJrpsCe&bF!Ome74DImVQxB9&~ICbzA&JoqKU^b-$zB6gRaHx!&F##|DC7l zPDRysp?kUhRG2Q>pCx>rO78JI@Kih%O3R9!Ut~}r|E%Tk4(9*owH;ZdR2XM`J1JC4 zcq9cV9{0#T72o>1PpN3?(4ABqpki{9t6}IDD$LVtBNIzG9Um0+GV$fnNXf2Uneb7Ujr6e01Y5|$~CRPoX$kmW}4fJaDvl08vZ>o6D~EDMZ(#cpwvXZSEXX1he4qpXaeqi7b?e z-d8^-p9M;J%bd_PS;!9d8Vuf;g|e8+-cyEIXws;Eb;3LghE0(p$Lz8o*0xyUusexe zr+1k7XJIm?{QR~s!pD97KqD>-N#b8smr}D3Q97GCkDi4Ps)X3rD_Nkv)ye3pB(c+X zea&4mU-hsn|1sg6wM`6vnT4K}%MLhy%mTYnQFZ%|EVy3|5S9Cz1)Bpa{)~xcLu^Px z;Gs-5eD-mr7|Pk8B+xbmX_ERw$^Z6j%|?USGQO-yHbNZhCO;g=#*m-jk#a{81^%># z9nZ#WX@%+Tplobb+t{=4Vm3;&;?8s=WrJE&r<$If4fmK=9}cp!;q_#qLb5CyWhK(o z$FYya4#EnB9|j~JMa?u3f)2oQ(?U{5P%>1pocTO6j>d2&)bV zxGSCm_Kv`({&G2}@cC>kzd8r{h96p*wMf0)?})E{4&ruZ%u1T(psUZL?AE~?1de?T zv~$iu&&XD@$rCx4v^lDk8JvT*sv~MTkvTBGXR@I!IS20zH<-HT5d5rCz%-lW@71rS zl;uEc=J1qKT@E%Ls5XrzXfUmDFZJC(gTDFen&GW9DEX{^;bB69%NnNz zuMg0m!i?Bw>qvv31iSE|7Y$)`&xLjblD^Q|3uWOnupO_8C?(Rcbe|t5Iguo;hL^ZqrJ?Ij)29bjWZ$9{9a>E^ScT8MPkl^7o7ttViC!ACqHd1a4${!NkG1ON zcN!-9oc>$%B#Cp_Cb+)+CjS>=a@4GR0g3e#`&&q(&~*S=c*COz4U zDY*hGCh9lS6PcI`SWrc54;g9Sgft;_?pIB3Vu zb$Mtj$u3#GIS)yX!!-?ea_GVX$JW%A{`$rwggTw9^ZKiu3Mw4`faWW5m`NCr_ zLi13vNo;KFQXb5e4-1Q?=AmNOjJ9H49{7n119W(#KSR5>t2_@b{5qY3^<>Y@s2eV= zc?df?&&=m(9=cvxOa%4k!9VM4)%j0(kp7-Yi5ky?zI)Au*uO+)*ssWV(R}E4AIpzl zl8?>H#oJ?*@*yoIz9f2WKJ0>m0xsz0qi566!C<3&IBb9H?`xiqx`d&{u7~rXw4vs{ zjcY#4&Fr#w`{tuV{Q3EfA^BKSYZkgPDjyN7d&y!c`PiuLTJw7=bb7*n1l<{F{}WltTp}eu?3L6GOp8` zT7bU4FX$P01t^LCre?__dkjol=a(12MdkO!y1D{HSgtzce~JRRm;ux6oT6J+wjAILRf8xzIef*5MFN{^)302#QyKr zS56gTNK5#=L0BQeMpY;sF@=cO<$Bm9mCQLk+wv{95Pgx^dZFAxs0cJz30^ORp|1O- zq}oE5r{r}@wiJRN8DW&wQ3y(o+I_i~g$VR2@}Yeob;^o$a-$?~%oWa@E=2LG{P4KB zbkr~t7Bmaf(IQW0%n_&KsKM}_ZIX0|3Ixpt%F-d@VUDZvbd33jQ9i7s!%%0jzq}e9 z6?HOB*6Zl#)yO#-t4)VU0o$WimkzJ(yTiY2qa#=^mZxMyhh0N({{a&^%%zl6BKOfT zbn0@*bt^g^ta|eD^&vXK&V1i5Zcm5Ho!Ry+E_4(){B`p1prg20=+EU7bc{>NmsFpm zqja9-@wb6=^oc(!Yf%boBp9TY5L0 zj&C9!`i$#WPSmOF6$apS#+ottd}+6)1g(_ect^l9c(x4@r&hjgdE!+T2M)R z1nNrE)X_oroVwX{hmPCAEbnhEbhNEE)D~`|qrBqPe8nfk|M|Eto1W3J=G6YT`(6@X z=e7*F3=sa*BYy%v&{0-gqY^hve7798r;X4tJA9gXWtxip<_~1 zulL0~2CPOmxP261AZ=gs><@7ULU#%B{z@|NkI?in(WMMLYrL^udIbXo6$YX!lo>Ev z%KxRJ#z3dm@1JYeF`&6;pOB6=$%_hC>*+G!P$GPI+cpM*`IH<3Lk8+*_k1Y$= zoApjJ2BdeNY29hbfP|!|)lM5y|1{^5;SmN*cOOqTaAKf`ZDqO5jRDo}y@_3;-uB!8(M^RR#cC$*y*bu0$v(^?0v@EK4Rh$^C8Wnf}MR&-oB z16%({1_V_y5V2P<;8-04v>zeS=66W{-Gw6E76!)WtGrQs$Uw~g;I$$hgts&*ZlsIo zT6J`?`vn79rNZZG`x%(Frb*D>F+g9gR2?A@XzGdNtx=i%cJ_(TC#)O^Z z;MtEmnB@0lhFWdRguc(pri8srbQyaH+gmUp*3s>xagd2GQ5PRf9%e%3Ww2R`0~4Y) zP5o)dm`Dl;iFNWMx^6R!)xDV*ZM2a2agyL9Q)X)enJ_f;`xSMT36+n(=kL3~gbjP& z+Qm^MU*_rlES8ClBlhLABqkKvw=Ho>C3sKiWTi~9|HQc5TN)GG^x;}&Arl>WLZ@BX zOqiM2>{waEM5E0IrPo)PlI3{Ambi4W4eTe3HO!HzRR)DF5rGIM}Y-Xcjw23t62C`rTlGBjRgtq z`c+BmSkM4BC<|MQ_W7lRvoH{-cT72&g$SedJ~!jY{$%~j zdy-iQ>hqlm8e_>&) z;C=u1Q5HJeCAOdZ$wHk;d&TD|7OZ>Lnf&*M__5Rf{$?&4WBFpY?1kCriM~qhTFA!W zux7Hk1RLDz^uoK+Z2VI%*|tTFjX&d5$!javpzqQsQ|7By1Sipe&W;Q0;R=s|p&&I5q$K+-sHXb}RS;yVYhJ$iXsH7Pi zns(~%&s(q|c+t#j$eN9kEBl1453^zVN&ilbJsY zrrp?;Hom0qt2b43is;o^ZYv+m#@tTl_6wnGq=YVU9k{?o_964dMp0}`Ql$Inu|&7y zg~q>$Y=n&DG&xe(hzUFMwuVZ47^un1=CEPyUwtYdpAG5(gLiEVHrB0b@mJ-tp`(6m zS$HuU<;98v&q|5U(Z!AHZ?I9Y$Fw1;lIZ*0+1pdg#zv3E#p@f$ot~(AL^QEM%aQ2r zY-NKfLpi4Mhz&dTP0^qyY&bDeJDR%L81UP8L#mhf@-Hnv)=%!UP~vgvTQ($%kBiI< zvJrUep_9pHHrfhIIw>P;C_f!`?ft<J%DWPLSbu?qCkH(dJ3_-xaL`064!q_^>JeHg{Q<<+=Qk~4XE^B0c&xDX9EZFI zi)MO;b5K{nT$dKbLBjc>w{@``_~mV=8cgIMtzq}oMHCJw*JtnOQ8_T!;xXZr&B2f| z#q3fZ2gUj+w~Of1XC-5h+$lHWbmcGyeBV;5wr?B^tQN2w z7~_Cl6Yuw9f`e}=N3IFYaNyt^u~_ym2MV4N8EW&m;Oi~hswd1P&sFIhlZ9La>%Sg4 zxQGj%pt>;^DK7e=4lDS|a-ntdj(5m%E|d)yzKm4lB2vJ_CutQIqli?@P~*ZPzH>Zp zEf;ORCSO<^xM;sHB2@e@7p;%`jjri&F%h(yeq$RKb+KJal{>iTUGe*F^)4>?zb=cf z-NS{Q;onnr`w0L1nXo!bE({tgifa#YLC@GeQ+=2VTPD}9(w^uN6A-F!Ci|xxZ(noc zB8JjVEB=oQuW2_L+nWpBV;k!8PjWFhYBVqNG~s(*;*)%ai|Cyfr=rerG3nM(bT*ue zb-q{5`$ci_Ep=6pYb+O`!e*31iCkz3YCYa_ne1s8)ZUWLMMO||m3kJ@?X=KME|=V? zDpy;iklg8xk;(*<=&1T<+dD4N*)J9RxR?v8VAt-NQljhb!Xun=;$z`Tfy=kJaG~CK zbf$)jCT`bl=i6M2C1!M)G;%SUBD`pQ3l~*0+x#RSaG{}OJT~!&ivct3+}2leS6mpT>RfkuL+*biPs;EE7lL;W<|=&RlK-RQrn6rNuj#jC zFGjgA_8FJFInG7Rc#;-nl8c@l_fMag z#dK93{4Q@<>!!hjr|M5f9ZeqEI8|Z00_ejm{$elmBbpn#;rJ+O*u!0x~CljK*Q|FnH&~og-Wx=J#kziWd`K z1Gb5{%EP3$=lWCEdC(FMm|S_22hqccU!GL)KzVg{!Nodqr%mgvHZ<_CX1oV|cX{wB z>#>W!$3wP&!SYQHd6*lqOn9K3hYL;N@(G|MwXWaUyG*UcTUAodMN0>J{&-$**&M@en!Z zeg|Wk_&)OUmC+yaImcdJ@=JYVX=%;u6!h9Urn0w;DgDnFN-+NNAb{p0byT0CYJbLNb=|7pTSLQ76a(S2d<+;U9Sz#yas~* zd}EDV6CYcBa%2+j@iC~_uQUCC#QW*zkGJz7s@XR2{0SfJ5;+CCyGgDm7F6Ct{Cnty zD)bRv*L9`wugRUqW+leo5>Fl& z@WFl8vi;aEa<}aX!_Ct~uX|;S`X7QD%OA{3N6eu$MX!v6pO0RR6KlzBW=Ul+!u zXeN?Om4wWhGnOPIsZ13@Qb{P1pGq=QNitLQ0f*=w0t$ z-_Jg0@3q%@p647*m1`M2n;77w&~San76$m7bI3`SW`JRp?#QSt17_x~x|=C7Ag)VY zFiV*MFLivzrqmelvCZV4#dZdCM_23R=rCYm!(!HyJ_A(kSDBgbVt@$$xNwFM10>co zij0~tKza*dZn%#DO2YT)I17CKym)u_AqIr>FI}!;!+=1$?0MTw32sR~PK(s6!2Pk^%hZ{EDaC@IA5T<1P;dRCTp)y>X5K7N5;n%{~mc;g;hp zmt&e3aO#cx zMEQH{Q_(SZ_#^gtB0EZ?jRB5&t20eH7|}}^91E}dy>BSsO zxZe`=Sb8xN9KVWQ+RM#^?jJ4QXO}aRi_@>+=rsdYC5I#jSuxW?QcbtV{EEf-m#h5I>#yf*1Fq3Y;`DYYF~M_%!X$u6Yf zVYZzS6XM(#cY2s$KVG{H1I@4>QQ3}|{Yc#^>i$6{*rh6zkXB3x;q;n#W{dOexaaZa zC=*tQyb=EBfai{JFMM-i0<-0$@J|=)-(>pi=m5jzD~VjAQK|=U-GL2Gl61lyQ3C{ z_s|I@8j(!sT(ekH^9B=K6QUh7Z!w{OWA`(SSSHMgXj!Vqqh9$}H>)NwVZcjDc3TP) z{;KRcBY%$x4#nNyq%*J%h{kWuVuCgQLV##4&f%SwA&}36ru$s8t5{69>}YX&3B?3) zpGb#UHWOZ^y>uBZWP)@$UsiuH6STHRh_pXpf}Ff+eM1@U)81P00+`^t`M>tUmrUTu zQPa+S&4gdqyqXegnBe29{UE#!ec74E@@-(kP-fMLOEVK>YzWVTE!dy%87ciwOh_Vl z*2}h`UT-Kvfe!3T(LR5n3-`rKnGSR_VNJ;K_y4V}Ws9de8V;7Igo#%WW29 zf$gJ+EJBzCNj0kN5n?Q8?K^+Kc@qnao>~6Wl3>A#nZcnoQY=uiGUXrGiu?b&cCkW^ z1p1(PY7r6$OLcT3BzN_v0d6>|;ZCdH4<% zw8;HiWV?$69O9!PQbsJW%=a+(Ym9w)h3dTAixe~QzHQEe=k{-U?GIqR52A@%Em`29 zb}(ejngyI<{zTbf7F^z*yEej(1r`c}B^Jk6u z;tukR8w-k$&4((T#rx;%`m?}% z(Ye%TS6HB`Dz*7aAPXvjKlNz`<2*5U2PQ+YpGiO2#}O>xIU1SoeVqj#54N3DjK+H| z2Ol4ZVL`r6Oj_0*7P!3U7jQ^mLCALTI)S@5k5FOc z@QVC?fbT8dt;o$mKP@74jy}YF{sxRyOcv<4@E!(&1=g8dM&2~eQKf!fqJRZ*XQ=jf zMJ%Wl4vPpW!8-2M=T)AvfcSYmwX2K;^{O3G+ z#Fir93*(oxfeZmWH7?T)as;@3Gv+y_NPxj<;^fda0^YsJ`RAufK#l*dFPs_#aQDQ| z-r7!pwI6v*NQVHC%nZ&fJ-omE%8=Yn0t`=Ett;F`fO7lxP#q(z8>gfG!k7TfaSs`j zy;#TNt5f|x0&Jc0+74O}@LaPgx#b`M(KhE&4_gtiQ6jPHvkd{}99C}jM+nHbdaC}# zj)0cHFGdc>2r%oZO>TF>d%KgA?OX^DY(KQB)s=t<#nlQnrwM4?-gdkB3;`C0Yq#(B zAmHV|uPrrRsHe$MYeR1W4mOIsd3J#S=4Yc2bw2_MVBi|zPr#bC^)I(vA>jA59@EsT z1T0y0OkhnA0Xu3ECBs7qkXe^;X*vw&*?nWJXCwi|Ic{TJ*9nM=-X~}oO~5L1qidBh z1h}ZVDyrW>#+8ZZ#A9D2jz`xf5m5Bo{!?%=0Yf)lr;el&u+U6oJERk!$G2syCWC;y zIPD1aEc7p9k#j~4_8k;`ZTUmg?dp$S9|i%#?b~A8S-8L3J$N^TbAKR9nQQ{iPc7Hv zE5v#+vD1E!F%NB)i@%hhP8(dT44x98l+-wwU54|76II-RdDyyQ$n6CIr^=?SYAaEf z!009NRd_%1{p^hz)Z_A3?V(x%9A#crn7&0{hHu}B`2L)2#_1# zO@8(f^^%nd68ua+((OR{d^-UR`y{1nJ1}Rla=j8?aeX^$@NzfS^-tG)*GoX>WraGK z@0g!g&JP0z32+P9SNHx00fFDlZ2_O$^GVBB&dq)^GI1r zLfpo9oxbHH7&C(pDX$`dVjglHpTCiRLimsn^7*6pM_&^DW*_zY z=SKpk;OnZbmvAj2cjCYm5_Y7g?DM;dIz~ta-MdDDb45GH%V6|Pq3LaZC<#xC`MXG^D*_m|ogX^DXcm@eNOMe$iBv{66*s{Nw1pm`R z-iP0lkZ&Bud;9|lE<>}kXFic|Z>7t2pU)(ma;biCsU7vq)k_QNAYskTca;%cB#2k1 z=th4dL1c9{=bauB%z6I_CH9ff8CVgR{2l#YIi{92h`D!VYNh`mfm?Gb`uGtgH9G@I@5VcluRcTTH?4l+U01xhN1)XX<$`r6A61dem(>t}lI>bXrM) zznzVR?P_FH==eTf3dGWUej4ym&@Zc|sj-%V8?_%AW!B-E@9b02^%OM4FP>N}Oo44T z9r90vf+e?uoPUc^5Fs0J`|Cyuz8W<1Hi=VEyunDBu}kN2)1PAYEb8FQ$t79r}{E)G2T^JD>7X zg97vAOMkU&r$AHaX~HvY3aGy+w;t$HkSSWy8lg`?(lQCZvpXrcukqvLfn5~Lh;GSO z-A#e1TASXwJ=n*Xxa6cUt{av*wwhAlrkgQTYDPf?G5IFhoPw(O&2#@*pgzYHgKZB| zz#S%kRNWHqcUK7Gv!*~U*nsnw4F#oY{_o!$rr`W=&t%R~3hoIcoV#X^b=Icn96g5f zA6$G?)ro>y<(}FV$0-mL+8f*LLP6e{J&Y%=6#R-9SQmSWf|w@5k0;$I2+4IF(s9TA zCmbz#J+MzV1D+mF3YPJRZY(~B_34G+C~pdib7!^fE}&1Q62|fuDe(Fkk~ix|LGqBI zeVsoAuj18QQ!i8CtDEz}EdX^?i@l&3NP%A6(#wm3D6q5?{m>Xp!70J^u(VJLVow~t zekvUIg=cmvM^Yg9x+-=iih`-LZSj>iC{TUzCJnA&z1{f)ew`zM)#H7{O1EKa3>b1e0r|2>@7W-Y06 zALo?RW6x%wF3D2M%N|hR(%)5bB^%d!u9WHI;v54@*H7nBpu8lhx;P(wf1}ZGfk{D; z+oYT_fqwA)==ecm?ncGG=h2u`4TkaYN0|3z33DQan5)FmWi3VMAJ@CH(Zv+33fv=Q zREq1Z4jQvhD439xzW3-E)=Miqdb%9*ObU330qS(+=;x;Am`BODw6K@B|4l>D_E(te zuuW1!uTc-*gyFPm{0<)JuiXEJf;L*RavE4A}H{|5?oczW)u_(;Km;ft$hS~2HxLrVqP&^M*2!SZ&@mHq6N z(;XCaKV4kR+eN{U_2$fyub5|L*KWsd^v(K909P;O_f^U{Rv+dqlz4jZJL;Gq={P=s zbtm}jQid?6%rHuCn1WO?+P>>2?w`{>9y~&UMch4*7^NWW%qzdjF$$tDzlb>TmxA81 z>=Dih3RqZyT0(N3#vR@X?Q+f+nOvxga6dpHVHWzCjK7NB;;u@E-L-0 zu84IP)HuqOXoyJe@-$M$bEb8gbt*K>G;`Y@Qlp`G;z8R-bs9MRiO2SuIM+JO;jZm8 zL`7Q!p3tVDEtSioUx$XKS@*|odNkymiLo2fr-38=n*G_GG$il0DE(nTgR{yC@3V$9 z=*_v2xgleLdQ9=aV@N zlJc4ImKHR$a$c0EKS0B>Z|^VeIYh%6&w8l}OY~>Im#U^U-XrxUjkKX5AZ7TtQ@gw`7eSKL4KgEzF(aOS;-v`m$lQi&Dr*{jSrXkQ~h&#*;b+@RE8aqS7sa^ZsoX^rQTpp79 z)&u)GblE`13w?~-t(|ucbsze9o6nnu3a;x$0X{U8I!PYxzkq#QYpgzSkp}*ul%!HW z8oq9cuN3#EL58lih`L0B#p;7vBbV`fxoVJ201ZVuL!_TwMPGO=PgSgPX zx!9XDe9Sj`JQ9t$y5;(Ie+&&es!xqrw`pkLv=Lo)2X%BaI^-Hh!;!al`yn3tOmb`& zNu(h}K7ZTAB+T7NXivjk)N#+E$*n24FLs-IP%7%MZKHl`8qOE|<=nP(8kjwoI3w<( ze}!D*?HPE#*=-Y*2dMKR>6!2>8ah=!uWHN2oT-&wQ_Mvkd1o1v_x~JgM!b87IdL2p zmSoT%*dxYskx4`B`!bi;EYvx$cl|mN^RX>k(UqcMh5E9b0vhlAAaRA`5$a^mS-8J| zhHjqXeW`_5M`Qn<{vyT<=kCb|zy}&vqmsc#R#C$6{$M1QC`A8bM zdi^yG4n^B*>#K0z6BB>l8X6p1l%fv3!T#0frsHbyJK=`6@9QwhuJdu=;u*e9N5bgPR7 z?X4wQm0xMF{nC13`Wp@Qmb_6)Jv8h{J;QsVmxlM16Vpk3G~{)>HmU8W;qc$Ssk!eo zyj^>0^|nFOcaKfD^AHV@@h_e4{GdT;NqNSLVH(oYtqezhqOPuqrs5+sY<9R)VDTIC z5n&q?Fp9o+|9Qk1!`yiLn|%C3gWfajf|^4#E9a?I%8bZ>zCsDR_EC~j1XaJ?=g^a?qol%s07 zoDCNZd;fJIRkr=U=DC6mmz^35W{^_)*OMbxB2}bR1Xi)(OExng6FD&_ennw58_ctB zE0iLY=jUU0^RR*U{Du4mWUce0&rx1BM5*2R-GfZoXS&&I4I3I(N^(sh`98|u3+7`( z@ygTvEBJAa)g3+Y$SIw~1hKVj$p4cxm4p18ILNCgz=l)T655Ic{=YBdh~7FjXx&?L zqY@b&`P<7(5Z7|XOPi7RJB6$cuV;hB!a2(hBwx2B*9jpuZ0xQ%JAiDq`5f*kj5@^M zv>HPujrF(qiQqg{W6Nie?@ktv1&XrauY~q(PBAuQ9t!CSN4guO^eo%Jh6VHRw42D} zvi(bWHll7l)6%g>N4`5Ve4E&CBvB+J9vM@fUM?Wc2I|vhG7;&oOdS;5%mzsTv-~8a zdc$0ypadKCGu~cELdK6&eqXnR4Ms!#yotya-TK38B{2^hn*!pHzrW|aSR=)T#?Z>A zF-SQrHMdpL=(pMIo9jrs1&OcRTiKwQ{D>KfY_+3gIb_)28zp`$0GZ>$yJre%BNy`R zf-KIxDM)n$IUc-5%UzBQ!m&DIy-1-buH#PfY_NXlANCn(E0^YArN9P>{l0_s$X2tJ z^2Um6;BY*>8IWPmZ`W^EVuK~?rUDx|W$Us_W*Zx3W<*wIB0U?*uCG@{UzQ#yk3n*O zY0c$Q!8`;V-yMKFCHp&Z3^}wsI^9i`4I|cicAd!6ddupq)Y$NJbYiRqc_Ej#QD2=6 zL6JwD3y{jy?RnA~Z0L$h&q_u52<2JvXkwkPxhKI$_LBS$e~}TDbl&OhY}h$0qS%Jq z&G_wRuEmDwEn0RJNXzgk4rOihXI$&p17uAa$2oo-Ht=NFYK9_pqznuHAemOReJ6C; zu;jqR+xJL8-M43V>!A<2worh~^G>eWtj`7qjFq|dUGa|=jG=Df7$4mKEYc`R*5 zCTNwUo9<-8e=hxlkC6eH9K#X@Y;fUSopT%MTF1{nhkQFCr0KSc4QKC4uW3P=elg74 zX^1+0^6h6Lg|aHU*X_pntTYpYkm8G5=7*5ytFy&yjL@%QVzdJ3+&dm1vj=@R6;W{q zId$M<@eFcRQHtvcV>VRe$i1oiKh-w%s+q8%%scRL8gj_%fc|1re6Evn#U0tw<8r}LG_`S)uohm^l>o`>l zA7DdZQG4eVWNn%)*@1jN`cZY~LDZw<#JNml+>ga479C=PeN4q_7vyw$>baN5okAH= z5|(U`o_Tj91Sw&l|MeTPs;_tBE-TcdzeykyX|B8MWUx-g_#l!cP`u9gFdMG*9Q*kIc`7A6 zU>>7mJS5ofhHQNJcx5HhCtPq)%#IC%pLPcNAw{CK z>Kc)TF-x0d?AcK8rZ74fc|g`^Q5%xuE-0!x;D2RKf&T_Fc~?C34as?6np682_P6pB zZ!GeN_2lXBCzhEyM9*_Le*ylZnT;tg;xYLOZGJ=bI6Oh5=vFn4#mjY9^ zJDl0@OySd)IArmMMWWx4n??fpbdO{G!#2-jkX=7-ZtX_q#K@XxxZrr`J*X?6Kwb&00030{}kAFJXL=f2XMQPElLR4$tseJgvu!DCzMT;k*sc!N>)Qg zB85s;_PI);^(8cn$cR#+A!Vfq5x>v<>;1Z%d(L+}=lMR*&7rIPJ>@|sVFx!>w82XA zR(Y8Nbn-}ZVRtZeoNm;rhm}Y4+J!yoL@;Qdf+y7MRMff$|M-;8v3b!+0oUI!8~7`h z^KK5jcxN!@7p!x+y3^<&os781(Gy`;R7%qan4K|lbL}BIiKA^;7Ydy}2L(TaLsVIi zkT;z~7mg{r!e^PAGD~3K-Yd^$VEqm5A`>4vku=WQmIQY!bI9z4E_GXr<$dWSN8LF% z5O%Jrn0yFdSy-rX_|eI`Smia=Ff-Y{?HX)e|6cnutWbSqt8y6M+qS576b2iVJbesx zdtUN#_|u7Am$UFLsPiYVBNg(@aaw+WoH^@G$sVDT7bTy)eIef)O};x&=DoE440Jki zKh_|CPEwBiwU36MgD1YcgvncTl=%Yb#3NNi*#_##?fHBa`V=|Zet_5B>qSWi(MeR$ zthXmTEpv^l5PrEO<2eG8^D;x#g6X7afM-V#q;Z~XtAGuyKLw{@#NZLWO(Ar$u)y>z z3=Y05(tZSar-R-8!5S@(Z3ai_#DBx-uczQx)++-7Lly1!EJBB4GE#;#I`P}Iq2Ls} zu`=byV`%+!$G3TC@WKAZ=3`h7p(egCn7b^0a}^v7_$mDdvVWsLU4NWTq?eCL1j5{` zvh`)qUv-vs7@lzNOi&1=6T|*(ogR>8Zr6DeavCp7?1j$0er%#)bi#Dt)P_B86AN029L6uEwMQE^Zkd_!=%Uv|0eiQbHtVPB;q;Kg?BT&ws(LQ1pTLur58e30p-wsn4!NQD0+%c26*QV z?u2JnC>)Q13Zv(YtKoM^g~l;xWVm#h>}fiw?$hMl2ZQ5FYvbXScc-+T!XBH_1Am~( z1w$+42*lkIy(uRsw7<~y5?scU5L^#Ciho*6!{M6lk4k6ggyW5wnj^Fh*{PcV#bm!T z)j-+9YoaFLnKvx8GLdw0WHA20f3QHN=}0u>;;-$mfFCt!JYQi4@5GdF6!t@2C*1@V z&hP#k42=X$MRK6ckm%TJ$g|jXhAA3x-9>w?3Y~`eJ~%QyKhDm*0FO0lDON%Ggw}&! zVSO~sLokL;9w=$7GK80=*%N)?wnKAI(%||j(c(JTAmaYtIAk;Jzb_U`C(P4VdrYBi zPV&6~_?dL<%78_+?zs)nTw+`0ICR|>9li1_oru%d@EOD5W@TGH7|5HoFBP_YJ-_k^ zG^!g*9fXl0U9Wi0(MkF)<9cma{nn7?3{&M^e~Ez{H~;aKLhCzC(;ZN}$td$Ll(zBu zCv_gz-#1*f9U8fGPWi!{yUOv&aG8YJzd(K(L z!9Qt={Y5a4dyPgT9J+AI@H>n;Y{b1Zo=$FY2BpZumG?w?P2fnq)<<`EA-*ds0@k_D zuf72z(&&y4q3Nj^+a8#6=pFAAEV}I&Es%h?h>N+u4n`huC@_OF5npUQp{<%iT?G8^ zvC?P;96R=_vl8wtJ{$HLZq6D1Fbru$>Wl1&bh3wgci(F0&u4dH6Upl-`2@yUL%mz{8nk@n7M)+B&g+a2Lz8r*IM@|Li)l7LNC| zX>WyOA?lGmY}w+^bOdhun#vLbOV%>ir9=9jN+UYFaP{G-2AHHP8ukueIoi5@96pZu zQOtS?=S{xt*+r;X? z$RFoDcfemmX{`1zWgy!1Ahcky3#Y-jay)7G({u1?2KM!1~SH4xVu9=625`P%m*&EfoH+y;dCw1(IvT{{DP8F4c6a3`Q*rD5!+Z8%q42z$bTOCL3U9Hj8cxq{NgA zJK>@Ai>$qjak0gn8(@6SZEyYt!dmCr!`|;1@(kxpw~sLXuK8hi5X0`fwN;GoCADM{#(nhHeUD|_*PyF}R~5=WAGKvX z_c!Yu7sfbvE-or6LN1s0cNpVj4d3;TF>d1lhow?5<|0=oV_qX+uC6QLqXLi8<*-LU z?4bZ$Uw-~P541f~wSp50hL;>-gFflLp^I3@`OZ1>zwp=^j}Mbj{N!!*aTwO~%H%t= zU;A<8XUO8)N4>obS~S$mI!693J=CW+5?gE;f&|A>>Uka=+GtT4HxLwXPp`GFn0Hr z4SexWg4-M(c`=}62sdtIm)QXQG!t4C;kjFp1`;sRcgSA=-ljFUvNJvxtQMZd`yo9z ze{KZU3VD!^aK&=_`|WUR%RoQ_jF99QxexFBXjCkMErQw#nb7Xo&TsKhen!OmG~5|- zwIl!@XzVU`gPJ|>j_-lw+l> z|8+9*e!bL}M{vdAtsCZV3|@^IqIwEwoM)mKKC* z;`PsFaQ4i13N$|FOtsf1pDb>kwfFiq-GPgk8wibIi zIQZ>PHz#~zBOo@0bFrXZW_3H{mC*Qh52lP61zm&tnH_4vVJ~mwYZv&s^-V(*->-_ETkXQe!ayZ}-YkdjoTu)66fZDY}H>_aaNe&-XNRJ4fT^7ga z$6PIkQJ=(fceua2z^MP)^lrnqH7@U>;Xdt{&F(N~YMZMe%)MQ-LmZAx-kY33U8EA@ zf1nHIF1}4Ghr?V83GuMovfs=bw)(`rFoABIf4CU+7S+5#U=H<{s{M}ME|{`Q+nWw$ z_pm*@0PWbS+72-4GY-2V1K2w~xP1kb3O!snfqIW$>F29P$dMmXl>@uunY_Yb!^vyi zHqb!OlxH2Z`L=WkJKT8nNBw)$mBnOyTLo;KmWYpoKi`I>xkHXcZm&&HW%11nA7lv{ zuo^_&8aJly`v@-KZZc1XCQkRp4l?T8uqj)8nDQqnictqI_lghshPrsv;iu9g*yBTT zl3=YY)29P)*{Z59Ixw+sq<9(JznHVJA9Xhy&*!suq1zQIGZr=~@zM6de>O{mRp6)G z>$C+%U7z25y$x>o^5A?nO!;A{8v?tGFH@$lGxYLz5y&U<-_SQkzi_L&xC$!e$Zt3g zTXIa#?1NoOx|bRKMcPA7pIP)91%1`*FQLK;Yp<&?cI0*3K^XPXgr*IBL(1gXVck06 z^bYhfG4UrlZbA9wKVBb!J4`)O_2Gsaza+S!$;~w19`r>gp6@%A2Q^X+Y=a z^mOum5eB)IoZ&Wx0dlIs-0+$b?NdAY(W)qCS~@(DGt%k?xo70Y6=CBzU*|ab+3XqW zR3&_JntMDPzMD{xGlnb=xuiK^^0w+vuh18VE$aBBzyYho`}?5Rt=dLODC^Xf^BH}$ z_i*dh0;p6`dD{;LNG7(c!_g$?x=HlqWr50JRd9*?%%2mmO|WH?AymjL+sXo~<+24D z(BDT2mgb*@9rc~e<}m4oU95!h`$bVf)(T;myFSsPBY;jO z7Jrx|!=ql+Y`ftuvUq_H3cJ^Jw;Vw~n#VaD2N(Lg>&>9G_j=DIaO$#jbG<*ET)lUD z_6*!5(==)To!4C|m^+NRLupZ|3ZC~C3krc@2160*Fn#v0?T8=xlVSR=+c3zZa<2z8 zFONDc3B%S%2E6q}oGy)1NbzNyL#=tcAiwj(kEJm9(A1x&K8QEbftTU%US+k1HWW{a zt{?ZtevWP%DS&D#IeOh-_x|TeVvu_-k*DJj@~x5Q?l^cV#M03ia`l?4&K<=0^T6}@ z9oTH2t>6ReXW6Z!A$=fKzsC#b#(#Fd6X4FvRsp6^_ES{FoG0qJGqa=|{=0iG`5;WJ zdaNP=lUhX*+7IA8(0NvQ7T(f$ov#Pa&gwZ&c%Z&&;r);YX+JF1?1z&VXVrP(#h>CF zPu)?^T0hJ_3ZuTg^&MlgKniTk80#y?V0k`Fab=svNB zv_`))F6hK>rt`=J?|Wot)?xU?M)E?n1?mr{#RSI8R@||>mg>0qf zTrlb6@S&>xsLvEtti0e0^^ku;Fr@ZHaP2-!X9}zV^QKL zOf=~amxf_JBRMU0h^GxomqTImiwtu)IA>|r*k+6KaZp<@9Dc3xmQjF{@P3@T()tJdvC9^Brx!53cU3S||7Ld@0a53F%Mnx_7BgJKhcYdGN{ z$&JEvD~$Im$17Xt?0VMv-!Amgd5<%4;Hu^_$_$;7no^=#wpj)vR0pWjr1MGxFHURmJ!iGjEv$o$ld5`owCZ)Q9&NBkZAX6+2iLKRw> zVc`A)B6()WYw|hrJ7DGL(Bh9BnCD~N?0EPf`#O(03@aAd+P)q8^|{C}1YWUo;ShnE zf}5_~--i8{)E~EpvataIe@$_I{MR#|4j&|hmT!iFM*Gy>o1oqc3a5obbETnJacFY* zmg^&9I@xVf%IXN^EBFKEwql=Z+w#(3P2jKGP4Lh2u){q@80T~UMH;jT>Da#(cFT<$qTgMjar+{?swDhN2@cN3a6C7_eIw$&ctF}+rHf3A&&i(u zGWF4?iJRzbg4Zn?^}6)vP@%Hgu>NLmB5EvVFRkAMf+e z$KfRde?KAk`scIe?SKy6+ue47C*Vl9{;)9A{K>6Wwh?ic^;~Z| zzcDBut#B2!JBx{|PRI zk!q&8H`gO>9QUed!w9+aL(Q6~t3$u~d%%iqN64%Ook)hReU}JR{z(!!_=D{7f2fXi zDkk5o;r?RU+CeqEpM}Raoq#tI8wL2`|561+&g%AzZ+x= zc_Kfhf_}Bz_VGD5Lvxc9hlg}Nn^9}&#Fc5la4Y1z>%!EfjB|bcfw+Uv((8BstP=V% z6+z~UF#Ax$umlvF7q~?!;#__{FJ%PBi!b=LDXb+{fNQn)urW3i$13|&iPPR0a z2_7q5h>DlQeYu_W#h{N+TW!7s;w5dLzo7~g&RW)=mddWbS-Wfg5;R?pBIo zevA5hw?K;;&ZjR$5clF*fA_$IkM;k0m*ZS)f82ZkN!w~Gh+%%!X50Br_e?CM{Jy5;;TT~GL+ zLVMynH}+X>b%;MyOn>|I7Z>`@HlGhPI1|%d_m>m(I8Byz3bMJ_PBKHMzkvoZOA+U+ z;WkU*d96_GxFwjEng16aNS}3aPU1j)zOW}(5YF&fR;I9{t{k*V5rHpsJPfX~p<&WiQdQDPT|zSjyrX0kATm)spI0rM4PXRkA(A9$>wBMAeJx*FeL!Z=tv z#3Z4Q#?q6U7b!B)^3zdwfg&;n-d#HXD3bIkY*2fiB9g1rk~Yjy#B5t)yT)IN2Odhv1Wco=Ff3r}b*)fVtDLsvt7^R4{-GxJq-c2T6U zL9&esgM5FNrcg-`3 zoL~67v#Ty1T#t1wVapDyqsZ~2zwWv}rHHRkgsXWiMI4JOZ)?<0B+~8X`4xmB z>-QOREIy`)dquIt*GE|Yl!4a9hZK=mIVMhjK#@YXcWkNE6w$g!oeiy`NX9){p3{Ab zjL+&g8&y)spNr+P_b4)?-;uSXf+FVv9xMO2Ly@#K&#juvDI)Jb%U4FH$QMs1-$aTc z*H_QG1(Z?5fa?2gT}lxz1zu^55{e98yZoKMm?93M$9MiLq{tbn-mnS%VGRFLke&jkuL<*Q)%`+)-uj^-#Yz9U4#Xr8ZaE&6?Z2`hPS8@NFLhH-Z zC}J^NHhTUFMP}byn7F6n`P+YM>!u)1waOXq-ncFfPAOPJTW$onLTB9;TCVpkF= zax0f#%rAi=pI+X*XB1D7sO?#!A{Q|Z!H>1W7bvnxDpa%PJVm(?tQz#D^jbm2+rkHYnhvBh^HvA;{xJ)+N0q>jV7YHtKZOz7o>@~0^x zIR1R&^ht{3mSng;565%cw3O3MP(;!AW`b83MVi0&Cu)Tvo(fr2*^X1>z(IcRb{gix z&To`;6#HN7#4HXX}ekeJi2~Ud9uklA$ zAE3xtz2M|C9u)Z>009603|DzP6-LWGhODJm(FB#DY-O`k*| zOF}7gXS*#*B#%mxBxQ+`R8mnQNhH;OctxuUXCVf*@-A`fgm@roGTPQjh^J0>*UGLHB1Fl4Nv)$0 zHcFipryPXvS4iz%V=qKT&9*D!R}1l3bmPS5wn7Z<4^ue3N(lS6udc7P5n}n6BYpDL zLhQca{p9INAvFE-trIPUP?~Axxq5{V4G~KwOIrwWcQNJn&|HXuF(*8umk}JfUEj^k zgs{E+e8%t+GEc^?|CXr`jh60PgG_|jqdd-EZ?O=WOZ}9(771bEab$bGkq`!YHmkQ7 z5*(YF>nAT1;>;Pt-*pB;2R-^*k*h1lTgVYqdM z5Hn_*>{ZkdV!HAsn@7`xsC-skenedexi87hdTK&=N)(@ZH&uv{Qk%{c6(Pnmt6Hs; zN&W7MeZQs%;hlE(vS6|hD<7;n>^4b=wWoG`lU5}DoKPKgd!i80_J?lzP7vba?r16H z@j~>4SpKaVCxo=*{ltTEL=Rf>?#!`5{OnadQ!gWg@ot&X$E1bmEohmfD@E!IldE2i z5n^tRiE^BT5PpGeG7Clv;j=gm!d{Go~Fk>*SF%xG3sv2amCr)zqWk^SG1Ox@p!s z9@pFtEv{&amd_g=GaG_mNVoAA-rISWY31=ae#4O6D;`6M&;N9{ko{jga{g=P zF;`ZyL;D2}DYyDZj~aQ1EUR9#tAR(&jDZk|dLD8C?iTsac&tAm$t|zrk=HC*+*V6? zVU73UCp;Q23>QwW;ql;u{H5#FJe0dm8#zAW@kc(vr|TgP*Aj8Fm`WazD@PZqKj3ji zKJ9VweIDYWh+cP($Ea8FZ@!fC=t&-a6$2h7zcdc1mGL;eQ>^4>DGzt!{49stWZpe_ z_0D1*w(e^z!*20-v}w1DLJ^PGioQYg4IVaa&PUA)$$ZI$I!)Jz4kLLrb_idJWB^+UkDJdx}TzjeyO;1;lsj&37a( z^Qc{sjLdwp{!sAJxya*lUN3zokB7=>ofL;$9{;4DslPeTLW|FU>Y z-x!^on8`ySTeUzngNJ{KjR$*{M^W$C5|cC@hDQ$+Ri*IQksr6gd4#KcH@z9hL#gjT zs(CDrb6G!=tD|{ray+8%9L3}OvT;GLkMWq1Q{?I$!9zbM>|IYdkF)?Exr1SZ|B9&B zBZqmUuB>;AJ;dYHrL8;0hVpoxWTcjIkoaZbc1SsxN5;*D(A*#%1y=mjS^Igo$$s0$ z?Bnr6FK6}q0FvY8%9cWZk}F+*>BW0^6gy|PmG0&-u+QDa+?V(!xW4cHE*@2?%zUez zJmULo&s6Q;5wwNP}B^`2}OUqB4)aH?O@yvNqEux2`tJ8tmJdWO0Vm{5} zv8o=?84N}bBX=i$y-5-L1m zEmWysC6Z?Y#iyNKiw+_@7WC-OC?4TpqUm5WW0-@4r`g1le>nV!9uxg@h=ap{ ztC=3ZI2@T^xuNPO2jis=i{}q;XlSswm)_4o?^aoW$afBl9#}ls*~?+1xe2vB9Lknv&^%mlY>g-26O!n9Hw_Ks!V;)VdER` z??Z1nlpp+3vALZCcf4-t-8K$sACxz1zUFYjvtA?a6^D$+qNhH$a9BCW<=HiJ@V)-V zjcekt{OS1;xke7LQ~JyI)^p@{x?@k>GY-bt2i{;F7n!4$wB7j9P39F9NPB}*Uh@mLH>2AX!Kp8ON)O? zJ2*JaRoS?-jDt<;qp*xp4)0zZvmGemkZ|3uY)vtTsE@iWOc95*1`DzzZgMDD>nXmq zki%TDGKJgM2# z@Y+*^*W#KV(-JvoU2B@KKY`%eUEN%9g2OWzq1B{#4(Cl0+;_%tn3?UPd@F{7MzceN zWHg7EQ!5fTMsoPE!_kt8;7~OjdSNh}==Q6cvI^tSIk0L&>S5x0+6ebPl;r1NFRLHI z;ji&*=cBdV0^N!7G{7Y9#|NwwNLi9S-fQU`W$(AB*6wQM`-YY}}&avKMc!LP!#o*XnA zBoZ^Xa8TIYr10LIgY0TA%ek94BuU(wy5E)LR;wkuWCI6Vi>D7oT{uX#4QB;AWg8sp80?cFnY-p7tC9a<84gWJk`8&|zoSDh_Jmf17n}IONZ~ z*B@v_^hl?QZd!8K^6sYQZwt~l_J_&RcYD<$ zBy~9yhWEBw>ku7f%}>T^lYBj!{jp*W;kiQCB{rM%efj#V`AiOx(zkoUW^kCZ%Hdnd zbmFIUPR5`*$#r?**9B_ie6^)@@14rwX5;EJj53GSliE5ur*N>6cWR$LnfPLGCB|Km z_}2BWA#Ebjt-z+XZampnpS(|6p74G3u55)I(Lrm)%_FkpdQQoP8`2yq%^fd(mE_R; zQYvHS7=mw0pYi6=1h@X!sFYD0zL$6%d@M@z^!TSJCPIE+B0IJikFfY1r{d)QmqqMz z=G(>JEGq7wTh#K4MP2EDmfRo}S!DT=I|ZWASC{a8}zla)11j zcjJ3lTppg^VEKiGXTD44A5EB&`-X+Vi%gHY*DQh~kFFJIW#QMbyhraPi}}+&8+tUe7%4h3C$Wiz#n(}l zr41~3KZ}*?e$Im5CoQJ*j76YFdal(|7GiT2b?tw`qHIb}Tkc~PF5wm7Pad&Yn1A=t z&_fosjbAXcl12F@`>ks$SbU1;;*Q)S_fI~)R8UU(R}I=cFJsXV5`6Y=DZ%%_A$itq zvft^r(VAiw)#BQ5p+zjFnwv&lxWU56`o8w#>nudvABFW_Wl;j>BPv&juGjo#t>9Vw z4VrSqmu10PdW0p@Ecu_X(Y{5oSS|i4vh6a9-aTq@;+F{jW~D{i7s>PRhSQFDM2C#^ znL#-$61V5uXJixI6{^@fS)@Gx_)vz3uhIJDaLUucG0KfHpZ|> zDO9`|62+p&`?+uWF&6SYPuq%)vM@fN_^&C9)Xkk{8?1h*7&#kv1pa>v-|7IVq;fc z!(<<#W7Yxb1v`npCOu#5cd)4ZJmJW$?JQ0_>?(@f%0jLGNbWfg!v92_;myq~GMO(2 zpKc;J0-L=*xw826J5x+_BMWg)Q#&OWg8z28xxO>J81@RLW-+Xd4!MUkSH{X^;?ja+C5*v~S{Ri)!TCvbf-Dm#6lIT%nVfWjDMH;hg)VSpY zf8^d>GnTQCb!a)XXeo;cs?jEPrYubU1s7~tO#B;Fe0Sd>l0&1l@zI84&Lyjnv;{2A zx#vz3=o3G7?&vMiBl)g7x2I+vi#d7r>96Oq=zJF*(4)m7I(yO2k=ZOFo5Qun%_8$N zH%Y5&vYm(ZLEERK|GXtMG|4=vLpx8z8Ebe2X|$Pzr2dPa59B-i~)>8~Wo zTuzMYlwcv*+qJztm4#X_!Hq;Ts2yKMXp> zk4>LD#6V8X^}>Qd29XE+pP3FYU`HPEEBYDCV*O0)`WQ6r-5%uhje(!Zb$8dV47UB< z*6-2H!2D9EvG->N{EU&gejgdU+%foM-v7YrO?cl(@aWbkR^rfyn2gI4#_3+c}Y?wH62 znNJy9*erkc+!F>T9{Ei^|CqrR_PkZjBhv2^tC{y z?p?y8PdYFc3?in~mgL-F5Y(J@?fh*9&T@XP*~O%9nzJygh=GRvhQf>+goo_mU1zTo zUc$=9DOVYoja%N9EM#CQ-j|ceF-Y-#E&m_GAam?k{Wt*w@29aMQ3Yh*v9(9TFEOYY z+RuevB)nw?P6XvK@H+8o^4=Vxw~el|Pc{Pur60?-XED&MS@6m|gXn4SW2Vbl2G>-U zOmj>ny17iKwm!ok_G;J+^JKzfC|bw(6oVgsbU)~wBzU4D?PveTAb4}^4z+j&YEH}N zDaJAAm|K!B6T_hL`ru>HC`PoMO1J>jF|JnqptqG$crTSaRbcz*gZ;j$y~PcA?;#h$_H zp&iY~>==k`dA(xqDhBtywR*T)Ggz{9x6Z1S3B+vTkWWP>cR*5=; zq<>{`d8!OfkL}YuuEL;fXz6}`CBnm-4RoH&VA_Di3=>7d(^@h{eIn6gSS($9JUNd= zi`_rVF{qw!{n-;)1`@&pzphFXo?6H2QYA@#)cRaQC5R7NMJev$#J7*_5zE9#e*1#d zG(-sBx1oE)M`(zx{kf;}4~=upz3Np%G>(r8h!PCas7yGNeqw+|X6Gc2-TgEYuGzh? z>!T4Aqb{oRjfQl8daKM=8qX8Ue7d`61a_xU)t_kanR7A(oiuvp9Wp)MLBrhe^eOLm zq`&#WRLgc69c_B{8f~Qh{Joq1UeOR4YxKOeg@!^=Qcm#;8lUF0sHHWM{a+Q=1lH4d zmt?=d;TetQtk^28r!>mWJ{&jt360fbCrhOr-&;Y$ z#Aw%hn|m~L`?qe;D5oLmkR0~s4vme~f7dtMrXk-=x3k4Ge(7IOjVYp$Kkc*Z<{LC> z7RB-luammLqhhjGi4JY8lJ9vM7Je7+7PAD8>Pwv@ng$yXXX{PTnELjr@{-FmIb`)McTUQtp^dA0=d7qQTuN^(Y+$P{7D>*+^rH)IWaUs zq5{POqG(*mcy!JD7}0Oy1cmWO3I454bKV{yxOh3LI*jeXB18rmm=Q;J=Qz9&UbMQmVi zxSs6u^Ej`xj)tG?vg_~H(75*N++ogv=$>?RFnBeYv*7D2b6XloW?!VFY=}?tQMu1n z(kK+a)s?Y=)Q2R0+Pa*E=0n9yt!1RYt=+%gB_wBCjHlc(A*tHeFnunKpZk61bk3oX*#GGaJ&Q({ z=a%dKnlz&2p2Zqy(3tOFE%#HM;0SoQs#ujqTIGhtM^tE}+JdZ(hSHd6OGcbiMA0G=mq+>?JPKvi1Wi|QAo-pn>H zx={el+fC|b^#bHuTdW(b6X5vNGp1K+1=te!w0T#J020TBwWn7LaN+0-gO-N^l;&Ia zBt0OwW(IiJ+!sLE_+rezasejEfAqXrCV=1D<$Zpo0_=KIY&4@pfC)?1>$emM;I5_o zHt~i4OPb}ZEUyco5xUrO=!yVcrn!1NFMzG%s={q7>HpTGXA&*I?`el$R~HB%XCfaN zeu?yR6=~JKNLG4ncSo)OW*eoioINjq)yetVw&%$F{nf62GX!WiXfxx_61+e5wRofw zUEBZD8h?i9In_Y#UXlP}b-rDJiA0ZSOE%3&5WvlVJysttfQ$Cs%~5fLugVDKia7-cAg(-`AK4?ok6+iuF}np|UDwav;3GhX%l98*J4u~PQV8!QK*Onp z*Ic&|9Y#LniF*q0)1S5$ZWh2`DDI-`CX$oF=o_P41@OOlIgE1=AYAds9~WoRuQPDI zh!fG-OiM-JC_uEHYUx^g0r`G+p7`6A_^8t~?Sc)tb}#5yWhH=)f9;mO6~y=bYfq&w zCpZon1ut7BKyXUb#LguGoTxS1nP4KoIV1ml2F67Hmy->e4Fzy`uv`$ffaop$y-7n~ z0Ot$3w;$>Xa8oe6-cN`4uDPQ?UYqEnvRhaC)<7;pvd`}BOTLEK{NAXghn5QgaeH{dMNa^51w)V zLg7|}^ZcRD6iRKrN2PwGP`#ijQU3!4w*-l`Pu@|mv5BwV)lMPT-RsY&HVO)5+3(N4 zBKyTELHaPT_+0M4h~+6mA~<=V|hUf_&6|`}%4M z6Fd*}?XIG5WVDREcqN74ttOu5?i2i5rRFZYOJQ4I827l0JRiyaxUG~z-Tu8TL&X#V zm;8!MDk69+%sOV>AoY8#hfA*!yo^$<(-p$Ey~O1cN9GR9KO4qS*z)YysR;rKo^IEd z6VPi+IgZ3W>^zJ)6QPcz*~@>OMqpjoj!u6hhWzHp5cE6pkM=s!HEa z!8kkCZuUM35x!<|H~h(*^6iIL_z|5C{GI*Ghw%51JGo^ig|>A$bhj6Uve`ExLbg$$ z`Ss&Qdy@LnSeN9@6r5%_xTtQTAa?VroM0n`NmfNi7rIbT%O{6%9q}_4|Jkl3ePwEA zH9An}xt4m!V>Jao@2PR0S5f4BWasMr)pj1?6ueSNfF+ zPjv(RkSP=jOR|0cDw6%jtT#tYq@c6FP)d9}nVaP2A16n_c|(7Kv@C^4tEXNkr6^>o zNc$1Cf-8ZwjE?!5&O*EkJIgvf{Xx1xUABIgD7@$Ww14NEz1LoA?fv0-0v!4cyDKG7%ARx2w?cv+WBfGU-j?8% za`9~UnTf8OAo^uoh<%9!-tSfN?iESUxvE-dQ6RyC%UqZ1xe^Se&{&Wo!L%pu zJH!$R3I|=Qb;J@F70Y{H7D%8h{#T?(NpR?pRb>K4g6=yFNxxYV49qQ^5Xz9C*<;AA z>#_v)eHm6eE=gc_k~8o;O#+wdNjvS%NziBa{p6jq5(E@)@-sOj!BO5US;;BFH!o_N zRwChd!u!DaI0=$PwM%7VB#5|Qcl&6h1P#aiMn4^wAj6CI)9aW7+vQK>)rU#IP?yrR zK1A;IOgEGSOE6ray~rR?g6cD<&pbfzHTCC>_m|+DwEdchy%HRFW1-sXD?#o`DXyoF z1lBj09Zz;h@Tgs>bEPM#bKEPq>LEdFreLa;n*_9N?Z#whqT^ea*{`j{FT;^{ew!sw zjGkcgYNG_&ak{=X8ziW`yJBUrtpuv|zV*{>BuHP*(@k9?K}*sP!{4hU@ZIX)zt2K~ z%4t%;FIEsA!|vv+UM_)LcM<=psRYK-|2b=z5Fa)yyBohq0!@dPpFYo*pepTVore*@ zqq+m`%^`WR{tp+-CiAhfe4D8+fnIB1zO)|kclST@gE|r|eWzhPCsbhb zjfUx$*qvAUX>`oo-ZZg~#)H)|6Ayi&(On+>=Vd1i3$>S5R&>xvsZdbmyr(g|WcD(t zHX6!(bJcgZ&}iPFTYUdD4c~v`6b%2P!LsesNp7T3mEG{U_Zba0)~(~4>S?gg7u?OS zrBOOka(_|{4X$Iu$&iO6%8rwHR!!q*g17nNDjNH&TNYjb4N>9Awy)(hyjS@+Y`sNe zXnW|9f*Ul9j#O+{x=tfx#9=g`n1;Hi{`MyYH2kG)!sh1DsNH_U{&WtFRWIV+c1Q^S zSK0He#WZZ6E;i!{Xi&5DrAB!)zOIW&^x)8NVr;%&!lJSH5E>-~RS$Cm ziOw0O4sr*Hzq6xLJ^g8%Q>V`s?tO&2itH$P9lKnWN^YX7b4S~keU5;iX|6y{Da4GSnZ)VY; z3612YF-O)L(@=Q3bcnHlhT6uPraeY9ybfPBUTH|9Ph9`$>}e?jN4I(mi18J>UJJj75vev!?@ON;*7rrT%zMO8oieT~u}h33 zTU)>S4l&BI{KQk+#ZYq#;qPt}gHgKIGp|Jqhd&N4hF*)Ie_-BttN+CCvKad(sgcwb zx92~5CdOZd2fEYh#psW}?%-QX>fB4savqDZ^?qIZw+CX#%S&%uQ7wjrr)y~JT`>;) zs&{=@Ax59}(cy{ZVg&tj*yeIm41?xv;jB_INl-(3@a@Z5(Gr3&qHwADdKBVr=iBWyW$z-P-=N4OwD@b%@@k zFvM6W)zDpkS&Z~YVa2MK#Lx_8n7gJC9kZ8t7w#A6?YJ$O&=}|3#inzZf3!eW}`hVr-sVA?3M848?EzOqja}?xSA)|GdQ* zy6gB{%}b018LpMnHZcNu@gg~@zR`M>xj>hPf|_SicyuXaV^+N46~G|%p6Nnzf@-BM{_d&njFq_Gg7xd z65E!Fk-a36x@00o>$(D~xt4lbBeGxa1?=!SVwe`TuPB-&hUmR- z#-|y?pRr4eXG|yO72c`av(jjR}4{v^u?DS~^=)~Vo+2uDAu%<1?o zLXF$e+nU27E-J zBJ}z5E8{vuXq|G(spLJ$zqDA?*(!qXm+b4BEg~#5`*zCywFti>CTT{#62Yumet+Hz z5w_~JA8&0C;RlPdpY)W}t={lv^%Ih(@qS*&BXYkm(1N-z!q?OR#fB;oIxLTJ{y~K8 z>;HUSct?bY;*`HTZix_dYHoeX4H1^rH0``yB7$uqukcfm2&Znv-_n}od-L2_CdrAI!nG=_NNk7GbjPjiXck=neAG|~ub!t^s z*e*gvWk-;)JMqU+lIrF{{QPAU80kpnmLE1zu$kcbo(X!mk@z7Wl-6e_g5c7e!z#8! z_uwt{Wot#q)mw04yOjuI$0ShEmLkMnx_e4sE<*L~&kG(b7a=52G2@e|2;rIfP&6U) zHC%dS(IOG(i5py;<`Z8{cUOkZ6~X9i(&r2VQa^goVRYa^ zR54!&u95TN$6SJIq#$X_5<<`NcIzNR2>)dVn;h77hNI&%zyk&m`@ZEpp z?dsnGn7bFZ+Wi#Z5aWly@rM8<9acu$zX_oEJuA$&UqJj*h(FLPK)LY+r$gNWR6H^5 zJpNGtO6s>oT)O}Ui67mP+DM(k=#uj-ByYWS2;KoeVK-?bV6s;ZlqWe){tjrp2(r&@r~s2v-t?h^cIZ(r_QwdIyhN?; zbEE+Fg5j3FAc0Gp$$k~5b*c~FkzVEE6&OiYeuesum0|FG^NpNWQ zBYmtk-)P$-K%b0kXUi@DtVMLwYi|K;t1ZvJ@)STyrf&QT4*?WLJ?!dT1u)*)Y5&AY z03-Hsm4{o1{wNK0l>_nle09&A4FXgKpZrs1D}c#O@5XCu1uz}w8k}z>K+unXr`eWd zZdzBr3Cs!p6t&mvc381#tKlWq4*G!85MZi=QXJ0}GqC5r)L? zTqWJ+1fQE@Kiq2C7NHe?VYp*UqwQYLTn#lqv z);{qvQzkxo21zZND8RC$SpV4yWM4jvy{t8k?3>isQz~*~PC@Z2$4Lv&f!OP#fA~mA z9P{JbZ$8u=ru^*u$%iUkQt{>oA5Js6?Hj(4=unbX-Oq=~b)BNJUOo&z8J^AUCih30 z=TaZ}uPDmVf4As;qDp2H*9lt-YGux{_0D!5(uvR64_I+d?cwP)PzP6Ug;X{J0ked zoHUqicZ}4HPOn@N#s~Euo2?s4?zKZ!jSnKYHeB)d1ALS}p7;E%AE`IcseZVJkKz|c zPZaIqBYA`6Fw2|xB6Y+((Ua&1(YFrt;Da^Eev+Fj!EyV_U*$ydZchDeu!Rqq!WxZ9 z4t%`IA2%{&$H&-tFNLk^_%LTKSAAej{0m%So41;el4*6T(=GUDP#ga*Vg;Z47xyOY zT1NWZJpOe35jqFG8!9{Kwd^81fmYA#Y;S+H6kB$n_|BRU`twemE5cr`( zf$Yoax&I!HBj@}V?{ehGygmmfrAqS=nJ+UG{Fj1~XWCq+5fXRk%rqUQ(5RE&K4p+X z)tL4EKfh71iR!!7)K5XTPjLTcFNNHjK^#^$g;58Wl_x$@Sf%K}^K7S(xFh=U$~FoI z=qER|S}6S8XcIEhL_zghUtjY}3Ms1}FS_-d!gkkIGiE)75_eZSY z3)U7=Xx_fMe0m;*Z2nf2(JK^sw!N6&L{oVF?uk-~kV3|#RX5I46sn&tGC0Vg5Z^EK zv}IAawVCHWBa`s5H<&hhiGrJjrSMf61;v=|fx=V@(E;OHY@&uOAN_xzbv zi4@Ki-T1B%M`2d=nOWbW{$Hn{T@yip3bkw&93#4J&DnV(jGP1Oa-2hnpYKfW%nPCr zvEM60_8`IW+Pv(IABCJr6FJ3uh#xQ6HD`7a-ZC=q@utA)v5HvkNui=`$LK^4;;ZS7 zbsa7g8qC+a-g2Z6V52raZ8HTYLF41S8!32*lNPSDBR+CWw=1tBzBIQud|X3;d-del zTdOE2_$)bnZY2dP+n%SsW)%9a=D%IGl){77#A^yBMDP62t*r|wxV$@7QZ$c(vK^-_ z(U9yz{>NwTvx!b0*Rw|YWFGX_34e6S9O`a6*K3ied)t?k3VR`pcd%?mt)uX!2cbe7y}A1>%g%6LMc&L0a zQtG~nhsKkwRL^qKw>N59)MBC|tbOLBc|0gyRJ%jX;z7AsyK}KFsb4G0tI{C&#SL9f zDm-Kdq*k^o@bI-|&D=wBJa_~R&5-`fMSAkJobx}qP|k|Gr}K>qpK<#GuJ&+Yy!?>Z ztb>b|G;z@Vw_K=2OnBt@9~bZ3bBo?Ka8Z()HgA6oiP4oyf8683Ce@}P`VJSB(`Jvz z-ynIX50qXkZ@sYJ%bBI>5G>ZXd&rRgm?W83)#YjN84ZX?{_cJ$Xm za-Tbp8DYqUztpVi-!r(V9XcKtp~Xe+o6-7TYUKR8q##_0i}~Cfy`SUAc~YnT5ow}_ z5nMX(n}ep%?l3X z^ulP@I+DMdalifn2kiGQM>kY*@O52rS=CJr7`bIBE3a`-?GiF@Etlk-c>if0%|ZH3 zwZlRl2QC&W=cX|^NZItx{K7>Je4d^;J}!j=!{I6RQ71X@l1t4Uh~_|X-cQOeoP!3T z*PND6k}tl$dh0a5>734GT&L#LaJbxR{0B2u9>GN z-_3@@1#9!e@7XB3tK9XrnGMqzu7O=68yobhiIr@~3BSMV zyGh=)ZvJ(-#>SqHK?UWx1b4d5_n9<#?|kw&na766HDSp&1{*DBHX6HMBzc_qmE~vI zu*q5YVa7=|h97NXo{DB;mTGBx&oMR(IUBJ#l#QfV{YAwG*zkXDZ8BvK;Ug(|bZiG3 zTPMd3ymn(l()wkgx^`{ws@7|_dN^RRtaCL`m&IFUA0@MGYfl!DTl+`vXD0M*Tv^eSqK~6X*>UU z7F_%ur=EP0g>Wy+{jJqm=y-jvX<0=UsJ1;V=Wb-dG{`WlvoH(kiRzSPP8O_YEcZzl zW3pO7XajY`3peU_5E#o|?%W#_4o0NqRZdb$V_$*kcwkf2a$bwyu)$6XX zEHvp(u~->I?j^gIob$_q=(s7~`D8&Z<$RmTc2fU5GCk2b3zci+T3@oPO|J-6RW*Umwcuo0o-IMwcF!%p!Vc7|)W`CGYp?$&MOX zFqZz8$yFx4+_fs|9iN5Rfx|n^WV4VMMF|o|S?F_k8qqMwg5riT-CAE*Fx4v5*^FQ~cip79O?en(9@u;KRRd?|+kp zbYAvQK`{%pH$E@_d6fl5%|)eEVp4yD7m>(iVUL$~WKAXurVQoD$`@F$Sf9AsHJOE$ zbur|7l;8)C-_{z*f(OsYR{tmqY6U%y_6D;MaLn<2wm;$XY~T6bT`a_2GI_DUlZBAW z<+;HwEI8yTY8P!H^#w*V25d>cP~CD9E2886m%c+QSSX93uN9jRy`lEX1M^sr5Bwmr zcs2`#YmT1{)+IVHIVVqp@F~6J-K)$(Anjn@!1kWm#xCVka#aWun13SgCc8 z39BoQi>7{IqSk6>uS+)*9v_z9KL4Hxwe6lWYMPlS4|t{{*T_U}JHODfj)|oB#@9z5 zFcGT~$}9jADK0Tzy2_YnnKZ6tdNC7?W0iNhUuD90lplUh#Drc^wc&jZ6UtpN!6O+Y zdcSd4oW?}<%ht+$XPBr~y!a$5o{4vrqX7*kn6M}?5X&85!X;fJ%q)oTn)l!9gMLhi zj00bBeVFj^dcXhKHYV8qE7N72nfN*}!F8zv6H;=OdHdEeF-zt*J98BiKkk^#e6*a2 zt)CODhK-31n-4$c7%^cQ?rr5hlf;#O^iOFs!C3u}T{4C6Twa~muEa#;^AT5NdD5@y z$Yo1uCTvPq1RVIyK(^*2P5OQ&YF*0ODl0Pa^-&qO`9>xpMIl4q3(0+G zSEphQ!M`;tWVVphk2Ah#$<9RCJLOHTmowp2_mm1amkDE+(A0#}q|eAdRaR^!=C6-m zTzH(|l>h6#e<%~(tuZU!9L&W300030{}h*bJk;O!$KOJxQdF{~8f~;-l(og3l(HpT z5@PI2Wb9;n+jnNC_|&vXNhE9GOr?^Dq9QF*-}2F-d`hCk@BaRJKF;gB&N=se=gyt? zY}TE>X3VD;TJ*~=NVyk7Y>4YE52Nw>SB2 zFNP*bKeHIUV$l2Ffyr#GVweuf+H-P!G4K=>Hdd}GhL?=L6*rZ!|BmIYhl`8Bwox)- zXnrx|*Xy)>k}L+H{j8;>jO% zIL^6u_gfVo6igY~pUe5swQX2;_%t7!?|Jl!OZXsV&_8d8%?I-#%h&z6e8`^raQ~w; zJ}_k5obM;_K~qb52BP?oaJSo}=@=jAD_d1-{Q0mp{RR6X1N(Msoj-M$59t?M?D+P4 z5dJPYnP&m^l&_bOL zSDZEocBt|}-e&a;ouzzesT0Pnmc{I@>{pQH!{m_V!?`m&C{xckGC9Emir6#n<2N2q zoktvBjPStd!KxdbZ+S2hE_d_B3m&v{+YVjs<3U289_vIG4`Ov=eX{TJAX|goAKk`- zmaI&%Pb2o{dt}?!@PHAvrVCx-!Q`>Q%FSnaK(u9RsFdP90wW~N!+zS>_py8&-)=B{ znSp(&T!`y&A7C zG-*T3avpTq$(Xn);CWsu-{=c@P||sG$GW*ZIA8a3{k&N&beKP?`tpkl=GE4Zd&amR zUKGo&{m6wKg@?ZK-f_Xm;rqYQLtKzgJCNku&jmNr=xfH^TyU%lNm0Fr>!x>n{oTfe z^E*EOdeMmM1<9vw)ZqMPiFYS1aiL5t=638^oX;9Thf2AyHs8%fpT`Af^B0Sk7I0yF zFu-ptgA4Q{a?agJTuAuZKYS^M3$m9)OEQ^UsJS>e~;f6SL)JT&SqM9!r|w^_uh+9ya8{^aFd-Ei^7P1(|Z^Z@_hW zZuGwL(n)^G^k^|O9SIb!L#&ut~waa#3ztD49tj7USD(8Kr76)i7t)tQF zInaK`m_=WO{Yq^P^OZR;kbbMaPo4wj(pC*+^Ee>O_B`l2hXV>!S+3R}HcVI8h5r1( z2DR13pIW}Kfu8a}GW`P^+-}Zmv3$*j$#!Dt;^#QeuBSZjVFP8U&Oc=xY*5}A+3R_W z4HZQG+4VQrKs}JS^m8p66qFCFsjg&0q!r~!_<7v_dG#uTf7mcyX)Qa&XM<7whvJ)s z*e6c8otTAnWzBp<;(1nY#)&vK*m_-^z7>Y&n3tVP4Prz7hw6`}-nh@2u}5><*l_-{ zx5I5mHngu<5|gqY$JZsc(f6{UgETIiF<}D{CipFmEKFS!H4glaQZI`^ezq59G+kSt@gh! zOTV#zUU;FS`(GBwFaNVUOU!~Y{V8|)APe%F%T=Zxvw)R4Kk`~93xbbsIu>|`1xy=x zih2tR)=G96{8iUqcmaldQDEXd9xM1Cw5ynIhI zFVDgKe*UrRO<}>6g2~+U<1A<*|9Trm;QX1zuRb4TLD%i=6Q_Le`s!1w?T)Zu(qfb% z<-~#nyVN-iHn@MOd71w{7EJ%#`%Ib6f-#-+ng>QKXjhckbX=DO<}uIAHg06W=9N># zi`6V}eir4HvmEz3>fmgoz=DqQlJQ|#JkQ=*moLo%qp(kEnbSoufb^8#jurv!Oq%2N zH$`B+X819$w+JTf16iZDih$Ch$}+oN1k8VB9+#ajf(myNhadbRpk8{YXpvO}V(ZrB zr(%o1xrgfYJ+KHyY9&9JxfTKIc*OM*>mnE{Pi*_Nvj{pGbr$TgeJXm z+lkACz)b3*(aQ>f(x>f^Q&0%mXI?ZuPQvxhuiRCbg;3(R$DH9=2$KdYBFpUy!AL*q z-RIqfQ1jq0m!@9`=0^rHBi9##=AoIEMx{a^)dux{Q!tlA|F`{j0Z>ZceM|UU042(s zbz5H+0OPYq{d9K$)P(0HY=;7%E^Nt+tHD&9?Q1ww0I?rEeSUBXfd2MBL!I;jaCU03 z35qI!Y~iDd^L_;|sbH}8^`QdLoJVLVSrkBTud&sEZ3XyuYOFSMQvr~xx45^e72y3` zu>Z$G+$TRLS#vfYL|Qj~x{c)nJ@Ili>uo+z?)g{Ud6ExI+u5%_@8rXPPg0~teLhev zzwdM|&xc8~0ITd`%(Bt4#%%0o7i}4i!+sxES%std&~(Us<1RPc_tJ&@kp1}}f5K$z z2@_oJX|S?gCm-LhC-;A)<^vfRb4zInu2UO|qf6$)SmBfCfbl#qnh0tt`j7{#tZOC> z&+=d-`ue<=_w#@;k*FfkoCjjVmB-dy&I8S$Gcp#Xc@WT|Fnly0>#iB|3KR1{7)gXz zAH(@A+*Q3Ec`(^xxn#^X4=Q%*S<0E>K0|KzwYKKrbN4vMYAvpp60!r9#{8!j(0hUpsR_IrnmeObe#5i`S~ETo^Iy5*VDq z{s#*e?=Q*)%~zWqdy%=&#NYZnCM*}I^R}$X_sYfZ&3g5x9daRnxv!vhPc9hc#8$TJ z=K|wGzudF+INu*|V^|6M*O^vMP;z1NY{)z5-#Nf=netnFI8b9@;wH zIZ(0HDS3Na4p212iurXzhyL>_8wU7nol}ppA)9SvcnY$C!8?%oPfa$|6#h@G>`XS0p%Q;iaI%52 zwt-rlmJPHMiwe1s*&yGnw7bYR8zw_uqg6!vI9@diYFaj!`7OZyCxf?ar!%2bxfn2lL@w`1*5rXnIP}Y zpFS3u2{i2~M|I&!U8@7nqGRaH8O&d*-ae^C*iFJC~&c^Vypy_S|$BDOz#k(62Pm zZ11yJF_H#^gxtD!18E?7GGtZ$APq*^_qGMzNP}30Tf*kbG+=3O$oyKG2Fi`iL)H0d zFqy2H$V^NFBRS_F+Oaec{+o2}n|m5mD3ogfnr)(=39~qu~p|Jmgl5`u*mj$Ph2VxE?2Lm1*HO+@L<}&H5CSYukt=xVLd%C zu5?E#Xqw7YT5I80mbc;W3Y@o6`*~#%?iX}rq1$WyhH;Ge#HHWg^ z_i+l)O1DNVzKvtq3kzFoQ$V>n;HUq&6fh_9HZI|%z}PP3s+;L4z<8;a=o6I!6`L=d zl=Vx2$--9YI;RvcIuhRIvJdmWo_4|r_doYexm+^^$cGI#ELBp#8JsVFornET`u}DB zCPCz47@_x>1j?m+>t{nG-ru(oFaHE5=zd? zs`o6#^H$WE`b%NI^+LbDACo~ysK4L%Fd3*%Z_YYhNyh(6Cz?_Ul7ZDeB3F4V8RUB_ zrTPwFzBp7oMZ@`n(j6<8Bm-I9B{2Pw1k^+KBz^mnK-f56F0&rT#{C~yHNg$5@7Cdd71oFX3Y{li+=db3dGo1*m4#kGOuM&aycV(kn8>Z_1Lt&>A zLB63`kWMCoctK*6z%vowbJah}O%s8+CU9}Xnna){+!5n ze_HykX&eaawLg}xi38e|6`@&Dalra0F82En3yeUP_nv#PV7qS56Y9lSpeiW5|C5Ee zN%_RnfLIW^1pHTJ5eqb)+GzU5Sm-&kM@@sAe+g0iS8JX-(QFNs$zf< zdne>vVGJ-=-b3M`F(6viUyp2KV9Z6jcY$sU5SPOWpDm8T_X6#|)8C_k{@G>Hzb_hu zIWp(9>!N`uwi*Ayiw4o#eIFa6ux`8{?YL7k(1L1iZ8waDnwp7+%1of0@}s;Y4U>2nlohzb1 zyjiI}aV8RkPg!!bH<&x-$-jk2=v`FOz!F9R>$jsMN{IyOt)>(MES8Kt$bd_v%6f5bBSfkeLy{_+2FsCNGg7d!hpHuVAna_Fc?$MJi2)a_Dis?U;oYoVtej+<33E| ze3Q28OrUvIrR?G{L98r&>`o*T#^AE#o`XzaHrAWo(PskV$j(i>6q!J()E|{Ks_akaqH%mSt18(r1Q_v8?>bKg17rQAtvbz^D|LU(IUWr3fl~SY zZNVVAuSA~xa}-1e`^=8DV2)0E8YW_Xzuo_L=TV^Eb2xQtCJ2bTui8=}2*}+<2D`{0 z5b_1mf9W`$zj||nL=dj?xEy>t5a^jnBsDD%h$UC9KHeP&qFzOPQYsJ_(_fZuz8e6- z4mYc(838~9@`mE~1^`3)cKa%s01)3_Ds$_;KZyGp&w6D01J&YX@gH-45bmiS=FP(# zbT8V}=?CKFDjdl51G=j0H(M(lzw#}Av%n9CP{*dDUA{neO0WBwk2!YnOZkSAWrI(B^>Yp;a3B#2|3I&rm7*m-XP?V-fvmnK>o9Go`an? zF!+`WZZF2P*%GAv#0#j!lIu%2UcfN=Vlr#*1>|p)dhex}CvRlm?ehfT^FPgNd7eNG zT40gl=m~_3lEIJy)*03*Tb?q2v1)K*7M}s+=TBP(4>GW?`h=z;1Bl3qwog|)fcS4A zC0WY@M4_ML7F~76=i|h)Vr_SP4x-%Ds*ixkb?{87&JiG#)GscpaRa*X#o%0;8;I`Q z`#x3U3dDsM#y+~PK=0UT`rw)i5X-D&H*9eMy4#VGwA#Z!FnfjvwqUAG|I)nf45H;G zT@hQIfv!E~-F*EJkoc@jZN*$C_eQVI3FwZxcY^esfKbs6F0DHVB5B5pdwK`)J)^#8 zw9XMkHr+Cd^c{gX-FkmRy#tWr);4r~2M{$pEw!t+2l}?!nj`v{Pj(de)Y}2k)uZdD zZwGY$yQjSBZGm_f(|=gs7JqK3<;6h)P9+7gT2ki&qkn2+EAZs8TuQ4Fd z3P`6LyF&vlfpp*4st{-agj;=gb$~e#+H%qKfPFxo|J-oTe=m^1Gb~eoGawBANY(l6 z0rD(=>2kl_K=iV~H@4IgLH^Bgiw{^@%t$IK-TYT%fxdn(6vbLd_21I9Kj8do;5M}+!B|#g2 z@aeVs=DQAvitS5Rc&Y!BB=0-#+X$Lg*`bF& zO$b`c(9`Mpi0JA%Z=bsi5z~9;76?`#Lf(CD!Q<74P_r4Fe!dPl@_t|$3n6mDoMP8bIwEIo?1|{wg$R=)JNb`H5!qo#-s;_r2>uD#$tQadQTzC< z(Ni--Zq}Jid%hPDyCr-E2lpXjZLys3OLIi7pi7*4ZGnh9DXqc1Sd^ zIx=zE4iU;{pMOfUM*R zhBGmBcD#4;^V=e4L`KWyo@6;AB7^N? zx#TdS3o;MSat|YNZE-;JG8ZJee3Ttq?1ISVD}6guToL`{9G$tPm{%0f^{crd`a_mZ z#VI#L4yp8$)FXJmTv+aBF{}T0?^^4Q$dL;+8_L}gecl{fMNJPxylL{MT=qcZh33xL zWeh}D2>J5YiGkPquw)iNI(_}%jp*)AGnZ)iAkp1^6XO6MBsA$r^19@MsLAPj3qScF@!r?`mQB8hdhl}a zXs|CLLRveiSACKA;FoHrZ@&0>7pN7{{1BseY*A;JAEL`Jvt_RPA+eKt_P%jHBrIbs z%GLKrWc`q8PqaUx<|tGtHu)pbwA@|Bls}^XJ?mAqEdWvD&Sp%<2Oy!>|Fmpc0}xTS z&Gqa|03rht7fzu-L?n@W>{9}f=$A5a^>!elzFbb1l?p;aV|S?#vmhi|QE%Ow8H5-o ze<~Yv1R-k2c)+Q7N0GQKYsWmRqlj@PjT@bh$!ZN5?mmiy*XKWUmJ3EgJ$hxgZ7^cc zw=Oc{1S7F*^N+T^U_|XHcip}$1c`1vHoM^zg2d`_wcATVkdUS)guxI*8Y;@~U49IS zlX4|`+>RlJgI}b}DNIUoz{s0ph#b50Dpoxd5rHjz3%o-S`6$ow%=u6xP8r>0Jd7DJ z^z!3UCZgB9c5c$c-1b=^`ydmMt)Jx&M>7#I*=fD0n2Cht5gjv)Ok|tco7Ojg^M|{V zE=@7fnAonFR1HI{w^myZZx2I+`h_oB+`65)uP|1sQO9n&W7gN120>fQH0ftGhTvh5zqT#_D+Xw4q=ljm{%!{OE9 zyWxnbTi@L=9FC~*ZjH4v5lH_0wm1K1Vis*P%e9C=4C=m*F+mZCMYnqBmluJ=&vidL zU5P-wy&ufYyK$^!|9;!o2t+OQY}J;FM8y8tzBRN+BwnegscILA#-!NIi^H)#;gUU{ zi}ewAo>U#y2eV$y_D3S&9g+9+&q!2reti9J#VEu|Sfnv!7=>uoQ{Gd~QD{tA`096D z6rzrda{r!;LLyOjrbJ5={(f$3nENUUpTBSF3umH`?Pr-zg;mk0#?}4m3VJk>SAP9S z!!sH&w}x-pni`GBThi_5Tr}!^kyf(5JsJs%pI5kjh(@#}U&e#y#-K63D+x&&F^F|t zlFl}dLAI)|OfCe*AX>|sxEr}Kh}wGlYj0%?679ZldZY{IqZ{%hzQ*AD_HFHQxmYA$ zxOkZ%Ef$F$>ef2g#Ug5;R&H2$EMf`1m9e<7h?e91sirO#F`^>FpFE94OwL06pA(qM zs#{c);}F#}BhbV+4vp>KHss?HhiGwYv-0CHrF25-%doC%R`8}Z4$;l*|DFFP4ly!! z#TydG5q-yuxv%aHQ)PHaJfcnh_*PXIj~I8QLOxZ;qu#^M zR%<@Sx{Bjs|L@rE7ie^GX#!$gk|-I`OF&d}3T=~90uomS5TP+RHeEEYt|S5V#=N)q z-JF2_4*&rF{|r}mI97iYS7u6yk|?8uN=Qf=AE|^Q^^>e5WtB=QMDg02cX^kWcan-o zDoG+Gr4SiyWu!qyNlN|hU*|cWanAXk=id8#uU1vZz0I%AL4wqBD)rAfD4O5#e7^WR z6!#{d*Ti{v?^)b&)SHMG{QYjloQG4>9z!|Nd629huX4SA9$N9Y4qxm$k5Z*sZNFur zFnppoe3yO{oHSGRitVCcT#y<#c_a!o8M)=V(+S+G*!)s)6eL9X-z1v}{?o~KUc*u7 zuAY*WX;*F;0YXZp`j=V)lT?5XWI6OCbg#d~X+(Wp78_lsRY;7{WGrd|+v zo1(nW?`X&=zZp3+n*_zH*Uv7{B!N6HncHYYf}EngJIRWKfHNayX1hsHRXtts& zPac{ILkNAqhy8AGBpBD;(w<8vq43HU(jzem6LO(vW3Q9YRcNEIp`O6~FRvf(Ai+wT zBX#v7p}#5@5HvwT>DX6a{TVSJ*KhdSyD$b_vO~tg6)`Afj!zv}9|J3woxU17W8kgR z=l8}l2FblQrsp1ufyCLH7W<=Op!o2$oJLj*YRVR!ddDO5OOAyJN@FnayKesB+8Ai* zEpXIpCGZSStuG&9;JP3+y<{u~6(!l!(^9dh*?h*ta(*lnZ)pTc=*FT;G8qreW8pOC zLQ&@SSX4YddCkQ&7OZ7&|I-YNg{$I+jDfSUuswh3U|A~R_eyR$mlF&9LY4OIMX@M! zn0H3`PApWnhFy90G#10LW-&!?3BAO&!L#3DVNsqlx?Lg;EleYd%G@|OiN_oIwBw-P z-p{^n5=ZnImrUFe2UV(?>^^4#SG5=E`^F*odPLXcnK*O@3Jabl#v$D7rhSAJuqdqzsyG-AV_OG0EhHXV`!+kDh>J(?=k%f- z^muqH>gMX_6MWZnU6~v4=-Rz-dvAR_T(b^H)OE(gO4zttI6&xf|63pXD;}lv!73m5 z1dzB{9b42BVB2Vvyv!g01LpUi$!<)5+)wLkpB)m=uvBQ!FIZ0GVHY=3EE6#tVI_TjMOs8(DP)S1al^Itq>m`A|)1jPak%TVRf4k{+NvL_Cl#t?{ zga(#W(9kUz-s@+T8yrc7qO@i2%E)Atb_QQsnNH}&3uFv(lQCS-I$>}n8HEO)Nrrcc zx=lTK#w`Tic74y9_sNimcj20kCc{dvD$-Ii1*)=dhBwViLBsKq-&>ZYK=I;ouAO-b zx~EyU?%JLLQvFb_i)#w3w(9=dADDu!$8Uf5Mx;Rh;_TStX(^B}E)s=tQxIHQ>>g8` z0^4&lE~HfxzK_?F8OSAu_fqf{v{6%?PSaMFn#tKe{;;11*W2wC+@Nl{VxSj-;ZST|9ATdK$dHtsH1mP9xqw z%b?FXX(&C_6hF;84Ff^%RxjL6;DLuut#(brM6;8feP9}F<@2r`ib#V*%;vK5X=!N5 zTfL3NO+#|i;h<~9Y3Po8rq^6e)SY)c>`QYR0;E@a$h}Vk>yBdEvQffUB>8TOWIFg( z645^Mh&cGCEM{3cjCF=11m@{b-Ph7lyFDHHleGE|uIccOS#2+MBpt&(yo0)t=^)K} zKFcnhhzj*Pf^ySg_28%m`3jMj-;OW8n~u`GMNuzW(owO*bk@K3>8N4Yty(sg4lTo; z_dBFAVB!07`KkFCXsA3VouiupiQ>T1b!#(_e7ijKt8E5Ye$KO0+%q6&1T(9n1kOA< za^zeFx|Xz9F)}j1cRsZAUS0-Vud1_$N;05W{Y{`=n}LaG9UJXhGf*n|ASkSdz;|3T zEcl)Q)q~8qcIiwEH2EKuUXY0vP4#{={Y;SFUKsORmx*Ae6rE*Hr}_L z%N<#08Mt8kjCk+&15hvLT6aplacPcy|Z@@8CSeI2a`O=kT249 zSb3NXRhssXrXVuj2DbKvoFPLe$w+fS6d4-Urh?mvWK4{_I_jN8;NP^PrCDSQP^P`Q z#3%Z%35|BTNQQW2WYG9kGFG(D6ml!cP)S{?wWW^0#drEYH4-tp{RjCu8GAzg94y|D zVc2_g@LeAn_m{nIPZ}b_fLSYJ{F98tY&lZbKQd-VUELfbM}g^;n>$v_r64a}C9iEE z1;PW5EY2^Xz#y+tU2i1?u{_o7&(=`jUU#`NasvgMj*voiw^0!Pof7fPfdZ|%SM}#y zDB!Pk^Uyy);Mb%rp8Hb}!hY>Z3Z|fA$BRb>XDN8R>Sxr87z#>-tIs8-QlK$AzIF|b zg6GdaIlj-Kz}~}4CreEDW!`MwSWLl(^#?C}xlV!Q!G32>H3hbB{O#=?5_MJHCrva{ zP<6^dp|FeadltUj_nz>t8~i5wnS$Pv3mhs&DcE{q$!NfD3XX7Qyjv(mMVDuTa^oy2 zT(sQD=jKyUw5!tDP=ktqy}jPux>RIx+sdg%RJ4%eoVHm|(UJRY&4d*dp~lJwF56MD z;`*m&UVEspU>{Fc@}NS?J~y-e5EWdrlU)%(RFEF`1sa{9B0Ox|y7xSRU(P$kPNc%8 z<3*!m78UjWqDUzg!MBWuRPw1Xh-tnWe36QmpY<*D%BXOR{ww{ql8Q~GJJhr5sGttd z4Bz>Lio!C>MN;il;{MSlTlI#Drj%!vr~9c;Ni@E0@Qn&q+n3P3pH#?w{2QGoK|{Qm zZ_B!vFrcBzxgcxOl!nm?e%keoG@NEO zH3i$yupw}zo53y`ZWNTQ7}!UH@uLG<#NIUM*c*zx18Hy-Ewo=8LIZ!-VvCm%G^9T= zJ;scq!8zUIlXE%^KFS$IO4&4UU*5mbl1oFi*I(JJ0vfh1GUGdx&=5;L96hUohF**0 z{Kgs@ENMAPX^&`FqQR-RZ>7P;HM&;*6%9=_Hj<4!G$?g`NlW`mgPi&ikDWhg@K(5U zQsFOgKEv*&CK)=g=WPJz@VIRXPf9PG!#1rb9zyD%-i7js}}$^=uP5`j<5} zdakFVwN6`AYbzZVVx7x9JL$yp*&KgiFCA)FoPX4d4mnBrS;qc!%v(&k_5B2)SGrPs zE1V9cqn-m%F?1*vF$1@z($VDUv09!+@KPeQ>(W+X0F&D(LzU&FWJ@l1szoq`#AC+=+O5+yQJ+i9hN#{!#QJg zuUGnG~60=bk2qjV^~Ige>SW~w)%ba&4%rfvYF+_ zvk^=+{YeVT#>8a3z9T6cKIXoB^^|O6cF22uqGZGI__c#KIYb|_`{e{tHs(G1ZRuQ; zjdOKW#iiG?Vev=JVDwHls^^e1YU{JHh&E_SX(r}TH(GMAD;qX&+PnHa(U-onY1-#( zjF)O=w2o#Y!r%c#^gA0ZxfZWaOEI9EdnU+6fdQ|3Vb-cD4D{z)dVSVl;8ORkyH$D& z{DITO!eVEma=zPpHl zC+&~aRu?f)FV#y z?7Tet)BMj2ESb8KGBnD-+ha8+9{wi!^5^F8rI@fVFP<5pz{F@-nVStyGAV9Z43!3c*t>j-^q_YCe+rfU__)avFW$UJXb0c=E-uMW;sl3 zh?{(?EN0?K_Q1-~A|{3co9?t+XQJie1$s#}6I6-d(#(fUI4xW{_jn5tc~v(YUNBLx z$wIK|0~5v~N{hl5CJZ9(Zyg$AVr%e|sir?nOq%5XE|F$ocCh^>%4`-~+HXDxS-`^c zxt}P`S}fQ;e<3tq&cf@)gb7s>77PjpsJ|^)ShVo($+ufrINe;EUAvQomPn(&;=L^B zG+SRz_F`dE=y|58~f^7nM_rLi#4 z81?ZHmj$ikI=4#lSxBC4*PMNYg+ChymY=)Hg1CLE!Ka3WS^tIO4f+D+_+z zFRWBw5pzlBjr{8&&Y@D*|M4peTOV)LYWcx}Pwn&;$g+w1;A6j3MK%~d z^sA>9vhj6(zSaIEY}D6IC~sfM#-wK2%GIW9;(Na@Nqr+5K5yLhWNg?Vm1WHwab#nK z?&zA=``D2GexCo(n~m@;!`;^c+0Z3R*ziKwXzCn_N{eK}`q+=(VexDj%vQW}ID?JC zaLaqU8EhCI4W0=eQCD2dGALw2wRbR3?J67OPX^I)m28xs_UjtIN8mP$GkuM0$Z1r# zJb%uHO7+9Yx;Jb@eXQv%>t{pBlSdJLBXn=QVyP2sTrv86BX$}GJLd%(os#E3YuBwW zhm<)e7qxzIUc|vr`%NR8WgO^UI(&1jAqS~_&tsRb<>2p5DXO{^2QB$Sy$W^&e*9c8zv-F7dk$*!&h>8n%t2+3&iV~w930xwF~`b+vX#;~Fy9l} zwsdw5{-*QSE?STS)k|9M=4s_XDtz>j!txxveK2=I#v})+J`sTu>vLeKp|3HyB?mPP zDk|T1=HR%A_3oj)Ihbcq&^+Lk1E0iAlpg;aL@3KL-UjF3wfOg&7iV*DWtM7Sdu$G( z7Q3!}mX-sFOE+zw(sMABV3PYNHwTRP`=<2;Irw@ua86xG4uUKfud1oYK{)4C#+}+6 z2v6`=-+r8fflPnZTWvY;YBI3C`I_)ce!X(NF9+k&0TsdBY++Q{DlWX=_iw#s&c&!yf@3+j zhzk71xo*qF#3$_)H+OT<>#h2y!kvrIi%p8R4{@QyvkJHq#6`&BBhzcn5Pha?e|Im6 z3%YLG-v>!tR2`8&_=wEKrAq_SPuX0^-wzyY5fXD`rz~i{%!SsUE%7hP34JGh&D%R% zRLg`f>#66WFyNEhKrySVV#=9fD5o{MBsVB)XOTr{2deE;7V7v|r4x5-R# zQTEMwhJs8kzHTv}GjC2Vmb3swK)b)i?^9RJ#h>U6AC_q6LS>a($%+-Zu&VB;Hd&L4 zVU??j>o??Lk$SIq%QhmG9F5%Rn2RGfx6t?Q%SGtIfNx&jxu8})PY(#pMFc4!C?q5o zy1PR&&qd}!PFXaX7@rIKVp%pNBNrVq{1`4H7nZUCMHhIv2w-?DyjGYCCvIp%_0?RA zPrH8Wab+&PmnaQ()a9Z+E6u0p36ZC&s|~m3!X&L)dFpL0TqA>b$q(eBW!tK!3r2EL z*gl-TY%&*GDmOFNNamq;G_rN`tUUO+u6K2spNH2bBbo;^@-Tdyz5KXd9;7CX&YU;S zgIaCr^o(_R;Fm3E3J|no;%krm+1FrSGh+)9&Wte!aiP- zhwlqN-HoZpgX)F#`q{O4V1%u0Eqt7ZOHo~Ss@n1(QL6T(<#itD|9-jk_2r@JV2J$W z5TR>~{xf?b4~tARjCH2*P?TzyzfPV9jm9aDUCKO!d@^_TUBpAw>*0*ZWjwTU^kz^E zd8k+Kd{DTShx;zS>+V|d5WIyf*=fgv=Sxcb&>kM-=KZme@g(w3kL@*lc{u#vWS04H z9tw6Os_Y8m;oOrWZ~aL;^frq=l2Ukxa9U-;q4MBlCs}}`z{A~VtDL%ZjLgQx6;3LSOU@k|256|!WYxI@)*z_?c>!u1H zMbci;HtKvRISI4cHTkf5=vQ-ChY$Ini*vv0^Wl$xxVTk(G+GPhE1U3<6t<^9XwHY( zyR$ha>-mU@oS$_MeC%*sD%!J^k9Idf=LcIpw(&CzPC4+QrqeHw+`~u5$HKLA7d}je z+6Hwz_}FOad;j_YKIS&N-?ll-$52UGYi9r-=G{l+1CQ}>@=%P=m*zG_#~Wq&+Oo% zRO+af!7Dy)TFXY)yyHW3xMj+@myhC*``k|he0(|m-Xm&|5B{lT>y=0Ouno(!EF9+} zELqKc<8MBUN*}UY|M9W&C+(NNlmMfC=g&^b36LZgyO5?JfK4Cog}#yiMzZaBU!vJTfH$1oF@AdlXn6it`>%@t zQ4{$evONS?skE(bmA3$!4PVwhI4nT0+o9h5fdcI3zttH(CV-`)eL`l407^GR(t2S6 zX!Abh-;EUDOV>g_SCRmI!6r5%@d9X`S#6V=B7pzcJin!x0(Ad+nO{W};3XqQ+Jz|q zr%NW`TaEy~o(AZo@CCS=kl(W;Uw}KaZ{MrBNYoF%Q0sDq*i%bD_i&j23d^T7(ryay zFw5usvMK@I&tv|+TSM%lfyH)zAb@_Q@4g?81gM$(ZAxwu5chI7la+16-Y%ZoRo^K< z=DI`a2VV=2;Xd=zpKbwhk2&Sb>Jz{$n>Ee!vj9QQ&faMr62P=~9{cE+0IT2m(`6?F zNO>MyBKjkMR>!K(m?nhbICtx7X(1MEuc{807sC2gitGG2LR@(usZ^#c#E7c?7e`eB zANbz$Wf6hf1pG!$y8TYh|s^5>2)iF(1~V99yAid;|-bfca0DWR_X8NS_pAE z)?LqXqY%R*%NBQS7Gf$Z*(B6P2>p{J|9LxvaJw|Ks%)1K-cI_)yPbuggg>wQ<|>4N z#q6-m{X+1?ZFZ}Cgh*;zvf+uJ5agG?9F86p;$5>#w0y7-(T~=)Ts$pA_8X3s-B}^7 zEs1IwI4^{K$-C&}SRrgVcO3PTgov7)zp)`r2>Flw_5oxemWCOI%Vi58d++o8LbecR z-z{8imq+a5%A?VasHOgH}e;_OQy z`dT?t>hFj?RXnTe9%5f|zl7ccLI|3~I+BAz$gLDS$R82n?%J;jw&OxPo)ho;Wm1T* zPyG&O{u5$d1~qmy@y|ULAYJoZP6Us0cNT>!h+xrE!BSTeVacr@YwoIuFkLNV$VXj- zMs0%z87&d=ziQWB(h)(2x%-9VauL`YZz+zg65-+>7k{RS2%ARq->hFNf}X{yknZ&& z)DIohO|TNd+T_8n<=aG1)!O^D$xej#?Q{N~aumVgg$mnQBE&=u+&`Bq z!tuL@WORfgOsMwzH5Q1_dihv?$Yl|pvnJxzN{RhUOR&CIE<%*dT+Ji5L`Z+cQB$fG zK{rUttn!`+19SMteIAPNrencF`6nWL_>i#aT8ju(IZCgwCUnUiejnhl;OycaMlLOS|H~-#{JkgcQ5?R_*^j>)}E>2tB4`evtP19U5wi|eiZ!B z6r*cKs6Agt3{#s&vvw>O;~{x)@W(1K-pqbK$Ttz=Tc2Ro&b4Aht~a#*xn7KLv-kp` z6;bDxK-+Pf7|X9D-2P=JhVj`|r}G`fm=?p_vHL$U9KP0Wp4uly`TI*Q7d^$8lkAkb z_n;VdGFM+u^AqE2++&9;N5s(6%X#B|LW}}c?R44GVx&a7yOoEFA&%R&?cjMaDt317 znjI^Kw&e1&w-dz}Y+76!kR}GHt4dFWEXFZgsp2}i80OnYoldgF_&gP_teHpf*_Gd) z2*r?FOZgsgL5%L1vdYVg#Mr!1&8f3gj3qxBE+KU9mM)aM^c zsS{(XTgXnU1~Ini&e{C!i5Nbi8=Ui=iE;Y$M1n(y7;AQH?)dXkjM!!Kw-vo3<}?gx z_2?Btnd%ZX^OG3;5jD2A2gUd>@5<_H53lya zG6vH5*cJXL>Gh0!%xN#s%b1;y5Y^v(8B*ewy7^$tb@jWpA|LmU?|OCEC?9U$N{_3U=3`rJgjRz^K8`6}9zMG^zG+eg(Ob68j;WA2sAV_{3-2U$lk3*k8><--&UgyIg;*%;0p*H9+M#MLmTW5fTg?7|xXY$*L0Q|S@R#`Euk5mUn0kWQ}N zP#MmKXIPre*)xoeLv|aiFR)=}*ckrnG8+c<9_3U#8v)Y0W`|PPn5Q(DYm~vpS;gsI ztyyf0=~C3XafglZ%^iO?bD2J~Gk;GLv5`G&q*6t)QJa2geM~MJ7FH!}+d?+JD8A4b zRm_ItcAmKK2^&AX-FFMP(8BFw~>wCce4`o zTiCe7AN~E~XEtoV&I`%xWTUB2S$Rt@8?)C-tCa`YQ2sPaSo4dG$GK~Bt`4(tXY`!= zPO=<~j4SRLFULX5@FbK?7!99%m4y7s^s4q8>6 zXV1OB!IQ-<>7ADuUPf<>1o4cHSXE1(@ezlNlCH)MsjdcN1=qy=ox*IH(`!`QXsb!LKi> znG?Gh{C7FWt9qG!W0L|C2075Cn$K?<;$W@*mHVnA9CT(TO>B_m;?VBzVOerqj470i z^-JEXTY_}B@Y`e`YH7fn=l0Pz~+Qr3eUCYJyc0Y;E zdM?c8o&Wa9jSKFUrj2}0E+!NNy$aaI#q4-%e@h=OHqBbC|7RZ;aV6ouiv78;6Lxo= z4`lkzjr;9%jEnYjJB_BF;9~z+pP+XUTb++?i> z0|{Jooa(!FKa~rWM;!@K*STobAH#LX=EC6X$_7Oi7kT?{%zMk@V%i7Q^eizK2a?75 z`)Dpq>UTUd&gY`He@^`OA}&1UO+5185#vXdOwhTfT<94p#5zCYA~|gKQ{`7&D5 zHq~RLbPt zZ&Kx9NPglIt|ku;6*qMrnaSMui8o#`iwD>B4`b!#@lZdraYBtL4=0Q|axyJ=I4o-R z@?FA%qs$Xib88-a0^@auZFul@ur(>S=V7GogJ+Tx52}7%+1oep(7(QL%v=v1F4p}y z_kAl5?oJv8k9P1N{ipiz${rq8qc7L<01r>M+!h!d=D{*+{)4_FJcN41b`>4xp{TiJ zQOqeG%)_5$xkoX5B3b%+=Xsd3bbaa9OANoEr_qI1dDyEsamU4E9ttbfHoK?upm(a@ zUoVT7^={zlD!P`@xi$?R+c`c3#YoiFZQyuxKk@bL=D^wyYVM_K|!{9P?$e`Z=b*hgnv4 z3?DWF-Hy^YKB^XIO-oGTL+^m}$DV6^-0rLXX?24Su8y1X#M_KMmsRVV*nI4Hoxvgn zd}PaQpK*?0c-h2oJnu1Uqq^Jt`+V4$Ow|}A=vN8B3ftZegO{t-O@7kkO1Gtc}l+o3GmkLRKcSV z0YcPDU#6cFAg9qx_DG}vlfFK1U3*S|M1fzS-X#Gnj#}FMi4#Enj^^jrNdiQrYv%~B z3D9|W$?0=91gLjA7_$Ag0KaPQ##nI#7?n1)V2Y5zABr5)NeE!DRp#L1d;iBt=*_$@ zz|K^Yt07VWW}DTob$ud$(C&)f+zJ6wmpH17sS@Dv{z6`=4>PI_Xa z04lo2h7Yy~a9GAJ+`e4^+fgcNdR+q8g}1%>+be+4J7Lb-K}KJ2U@|o%0H2(n9Xlex zk-m>*`$r3rlz4HXt-KJYh7A05CJE7eo^Jm=Rfyf0<`H!&LeyT*UO;IGG4H=WqvCXh zIM{5{eZWwNA773RteGps@4c}qdZt25%Zqg%St!IS93|c_7NW{$xl!H8S%kR2p0_+j3Y4o3oDst&R#YXHLGQawvm;JX~eqln|zG6sK252@%9PG*5C~ zh+OBC9kG{%Xfi)1@sAfm{{AwJwJAclJLKJ-ogu`O)j!tA-4rtKxu0X&?+D?kl>hMw zSBNpWR&{qoj1OCbJI+u-JlTIx#V3zBx6|Iasz?aJ^J1y)BO%tx@$5!D6=H6FMBB$o zhDWtrru3x{mkVtIZ`LwCG#KwZ{Z0rvz07|{lMtJ{Cnupzh;Nrh)#-EyF*7#PVpNY1 zE|tyV=6)eG`Oj=0{SabXve%DWe}s777x(zgC=tqy_6T>66~X1!JHmE?2;$P7SB8or ztR2o$kW&&No9NozF++qbhnl(yEfG46H|!PYiEy}LpJJ?$2&>LceRFue2*=9S=ejNs z;r3r0+I*1+<6Jht~KD_4~U?+uiNFFtq3#D3>FkRif|?S{K_mB5su8e)f(w0 z!pIey?A@Ls1e+cRv)jh-37>v=j*keNS`eY&E5ekg-Mn6Z5w@q!=&uPB!QsIpx7=eQ zJY}_4r=MWK`!G9B1UD=0Cxs*tR-QrWFw zC$MMDn@kZ@&gI=KxFv$CVXsmao8k8$k#$BO!lHug4Zeg3n&(y3obHJbAOHQ2*?kcX zu37S1St>%#)RyUg9*Yp=)8)`yE`kQjBfa#62wiqF#|mmh2)*ZcCH}1l%eGgUgfxnv zD-m^jwTPgq(q6i%U4&nwLhc)NiO})Et8!8wgQJo9ePB=oGb8=w?}tP<87PxgJR$;r zuc-!Sv>2C;3FugPF={6V`vy-EqdfbmtNh6gbVyGFptCBF`(@7saq? zD;X^xD@IrJ`qcgeG4mc8Ufqx?#=e&o3Z>V@u-_ znko)S#IQ3xaCP%tG2-p2f3GSKqo~F?YW_np)a^g$sXi9NUNz#QOt~0S@=Wr&pNla! zqlfplT8t)(g1nMCM(3Za&7uY|X6y}N65n(T)IIvIXV%M!hM#qe=m zXk$MpMi6iQq=iEa?)F&&+9P6oZPOl{Fj|5-iPDsxauO`J8fV|8AVEfN|FxG>C5UmU z8(X9zfv|#%%&#i_ zX1PQH{*aZGzO@9&1IejVR!i{6ykW|Sy#%98#@)i| z?w*$fo=+rlcXmq9z28|sVXp)uDHU5z`$=H;SWj>$KmykO&8ptP49>{jthHehwEl5g zxg>(Adp}{=C|ZJ7Q?qJSE=rKEKDKOZtOU)6tZN4oBzPa~@V6~hg0eR=@%p+1*BZ++ zOR^cAw|j-mu7?c%?JepX z9!s!dx0TDPatZe8yvbbfLV`sb7L3!YVd{^ry)^AD!{?v&oY9SppMj#*fo2JwtQySy z^jU&)J^idVof5Qv&5=CqWpox#tj!ygfYW3!oi`-G?Z;maW{gOX@}2H0l_79ozkR;- z7y|mg%wqG#5y)x{2rwH@;M3mGJ9rZb3`je@^d=K%HZk0HeF}kRePp=ObOQCO<8Q|* z6WF~^T03qAfxD^JN|EXW=1rfpYe6fKzYUUAW+^EyL&V+!+uoJt~jKH+nkNvQaz=Ua0%L^3{l5pYf+>?2$V_>I{p_~lAq#yoS)qizHiI=W``xDz;$B{1CYN#Kp&>W8gc89iTB z_H5fm;P8G!)%qO-O4JU&-RMJLu}xpji#-HJ=?P9d_!6)my5aly0D&Fy<=)l@3GlAY z-cfLv!1kd0zy1<-=MmLYWM4)`5RaDd!0-~>~ro(Xr@?s4- zLlX$B4f3W2lL%zIe|RA-@T}5%|4&)YkpincSX!@c49tz{)qRJ9lOis30bX zHr^&M@%qk8PZojuZ{EJBE^9AG2mExwXmkeI!%3h5c0{`XIE2P&lzJ9r2rSg`5 zMCcrl^p5d&!JNBO8VUFps*Q_lBG7k5d+)>+0vo<8s=nC9=$P)ac3e9F_w_elMRyRm z__1fVOc#N4Ip;B_dkFMQC?fy%68JfP>A@4<2w0F$7ycS#=A&V!e8^8G|F3eL14GO_ zm=@Lt{blBqX&N#b&C zm-SX162;et`|4+s=&n&DHXD%OJ)C)}ZWf7}JLc~0b4X~Fty)$)kHo%1E+%d!Bw`yj zo79+*IODNx*@lHA_ULbSe`QI+lc%dFLNQPmXa`>y`tZF1=FurA1^>+>~7f% zCmRwGWp8Dk+mg8Ab0=h-J&9{!dwx|qlF;9%eqpT>iKYcl^eSCQ?BBlYnd1f$ep>yJ z6>cO1caN-g^dQl5;PbQ!PZH+Q4!sUuBwX#T*OzZ2VKdZN<*<{4W~)L?xetj}ySc3n zdr5peWbv=um&Ae_bLTkvkucCu*jaIqgrZ6P9mfC?(2N_b2qIxO-+1HNV8+LsyG4~D zB#NHtTdWHs;ocFJ|Li0QnN_)tP7x$hH0%F+9?AIgs43AonndLBinUeen7XrRit8_u z=rwg{d3lKhyZF7-HI~G)a2G-KRT81%+jll5l6an8$9dm z=PYmR=1dYL`tH{CStQoBHb!r`MdFd%%DVS=n7W2=OK&!b5mw5r4_p$;;`8b|1SB3W zbIooRktk2?H}@eJeR6&^Z4`rFn;)_F9*GV1AFTe%W6n8s!~5@(Fk7DUse<^`aNaQ-GWPW=}Vuk*QIJknugHQLWemorN zf768n)oK)GW|z!#*QAhZpW9xqO+lQpE8lx2h4ZzKQ=9cEB)T+4?U_YkqYFQ*V>X2i z+QtzF=TXoYzvpV7F@-~0TtvZU6gswaz5QiQVT=1x#c)dsaj8q)WEL~`_jlbnx0C`$ z*-2)?3JMp#c=^YH!fzAx)@e2rCN4O?H_etpe6!5Zi9+D< z{(hbdg`xPoyCxebRLwOyOS@5sh{w*w9uy)cjdFb8Ng<%e*V@L5Lf6TVm1Wx~WQ>`& z-f1TVx7TO=s(mOlEsRd|*h@kAh+$cSFNKfq{N#7}QJ9~%(WCt!%3f+<+tTdwdogu+cXyY#3q3TMr}n#-M{u=v`-cUK}9U*9TUnHELi_LAgv z*P||{wgX?gzbn8tD-}00+TW(SCH(zzyH;01V*ipSb zYzoqFSN~uh!~e^I!QTQ3smXU@qQn%ozsQ*$Q}EDmOHs~ca<3fm&dg`{ zEVEjmUr3>>@Xu8K0}9{M*8MXprckXlYbdXTg4*><|Ex=yoVSNgds;@}+`X?0oGU3@ z>+9ZD`!gB7c(!yE`{743c4+d z9V_}MIPM`|mVRUW40`$4`8$Qps}DSR^ONyUEuwncZ)R?-CUt%O%jDLjJoWHDW}f5I zR{xNpksY6KCSnYY{Rc)@jgzDCL)dM2bv%u;GR~J&6=-m^4gTDmOe3Q#D0KEz8V5@( zWy$F@9#;ljTcSdvB}!*m$qX9qUbdZUHE0-I{J?sxMPqjBmqXsVG2 z{$WEJYZQnnKaH4sb-@!N=h6r|l|5y=F^x}`P4yE^Y36sRZKGjMgYNJUBa9X1TI;*oZ($HKefV|hT<{je;ZfPh$?OfZd^^n&9&{vUOO7?lt;N#FFj zG*TX(mZSbKXt3TY{u!lx_am0juzBF=7WtQ|Eppkst@W_dS zG>nID+#3@>W4G1v(N}|LESWUgOD&kjf*h*{cS2}56$Q;T38P^R?w$OTG!i_l=B|#Q z@xHH7`XZ7>NhWunXEcqY!wtG^=V&zd6!aas$oOBpy8hQC8d?8+u8)qTv68PkFgc#a z1KUBvj6@n2#C3-aQ)tx97*j!{(HO`*YP>vyMz!mc#Ij5pHx>rV z%iMH6kVE66y8PlnHiI+c?xzSIjS!dh&f|qNsKD4GNn$3Kh?4DEBn{%X{cH|RgCDVC zz$}+W?Avo4`|#<*!A4In8x}pmCcigiN%t|I_>bJky3ns_$lU+(*GWkskPuyBV<9xfkV{a{uhrSL*XWr6y=}jM+ z`kuzN3wV^#NW*iN(XjeQ8l~6fPl#)wVQ>3z;KBF{(lg4(QUcTCrG2ddR_1y!(&!y# zafWVjXxPIoNh`RDvn^F~R_zXz?tOBD(0>*p)piI{s?742a?WmZvABC&`aMNJTOJnkv zANVOcD~*X(7esH5l{V^bve^-yBt3s1n!O1rQr(?9jc){|N^i<69y{fEq}2Ze`~5nz z3#hYp=y@!;jiM)$H1$^}BT~*SZC~|bXotTjO*V~@TC!6dn{%?IKkP$I?R2k8uV>bb ze;NL2f7gBCz53E>omc({y>@K+u~>Kfw)VVhn;R@u z2~2q~_uoIi#>WSKOwVwWwCQIrJ=6nylQldEaq#>+UlZs_sPSsCNQQz8`X? zIZLPH?Zy89009606jymP6>bxjBoz@7B}qFa*|NkSiV!JEDio5Ph_Y|l_ciNv_v>EV z#nw873Q2_u71~5eDcSPV=lg5UnRjN+JkObVXC~^GT$CZz01}<{*11<*M3sOxC6OL0 zEQ`C4dX*jwXQUEhMkFGDd}OOjmr5jT)x5ZA>DEvn7g71(Ya~oY-x#ko2!xhC;h#xz z0dRiJnX4<-MMI2IX5=~BSWr06^G$mc4LzU5``ed2u4&#(g*{Y6_UmXu$CMBCQm zK_gxexAXO*!82iyc(YW#+AInPyi%!!)r?-*Bx}lJG6JO5oV-(fFaxfT_J+$$CPJ#|N~P#O zp}>B>J@-kU1MCiLpK9;C4E#C5E|-;(AmZ@ENYZ2~7${BTmzSkN$d994ngP+kcT|S@ z_-h>G?v@G=wu}U?mOgN4ii1q$JLlHwra+fv+|~D!Nnlrg)bzxm6!>bg;;1iQGU#L$ zT@$&T2=XR1`$ZY1HRzK9viwIh9=}V3 z62ZUz0gBOZ=1YM7jA1yuU90Z2;K}LrJ6k#1yz9hW_Qb zi*dhMTwQe`3OMz6SgG)%{5GJ9Z6fqkMJKLigcbCOM=V0&m zf<0jn*SujuRniam-Z~O2=Ffn^;2yEb0do{PY*|HAHwWU?LtXA~uR!P1k8v{GP@uou z>Y!?M6}Vwc=BACo;8jiSlTGjhLfdrd3x7k{Y1yqYnB;(BTkY9&y#Qnj-<8%{W)7!T z@+*bQ`NADco4sri07BMH6UknFFqUtottRLK_eC|_ss(qW-^W|Tp>=0ax&H_2)LnmU zlIT`Hta%OTO;Ud>WE|0Sh_1*-u!Q^k{QQCmnvm$B*?LUY0;GQ&mpbv+9MkK9cYUN> zLKVM8_wT_Wc>cC?;O|e7D0EEewejOvj1tz`Y)%cvnG>&LZOHD}swW+9ebo;|qfU;y z76+g(u|j1?`zkUVAGYjT8;xn=uFlz&@faxU>#lM!8Q;{&+h3MXLH>BwjdWTp+GmA& z)_2C@a9ao8;K>B^@ZWRmM*nqGsOgPd`z{T=TV6lm`<;bxdkX^WCv$LIOMlO;fBA@< z;+&bjZ1lKuMESF424-5V;8rnwzl0_C6tTm#%@pb`SXxiT$YrSR)AFlDf_SOE<&dD)6iqC zrTFrAc8Jmq0)E)lxy0VA0_`#?_=95z7;3p$TWq!nrNxa%Gei0K`ecyXL5qB}zSu4y zrdo)PH+|d?7hHr{pVTlkwiJ6SyIc02Az)*n+=gjAA~su;4!e32aqFD3P{>aLKHOz< zOGlr8Q5k80J?7=uB4F50{!oVcB`Nt290*vdYIyacPX!X^Ib2P3BAy-a%*$Lt#D2~v zVuxor1~^ha?`b&j0>ylW8Wx^j@oah8>s`<+Qvz~}y zT4|!B4+HeSt{a7!qL2zp7|d{OwXMyI2%bq z#xF4=`3)3QPV&ld7^2{qd*Aq9E)8QctgAPQ)3EP~hJl$l6-T9lqz>JsV3$+%{vrt~ zYTouqO&_G<;os63NisBaIz2tr(?LhS#%bf++e|zGdr9vtpkwMruZICj z3>;D0eCdw;qLh|!K4{B84m5vx?V|sN zfjahOt!df}v`uMiC|FX7=l1rhzW-Z^zi+;K^Lmnn1N|y_|Kh6A`-fvoc32HkCo*&# z-dAHUk*Vk@#X=vm$LaP%m6%|$Mz%YIiM92~`->`>$Xw8}8x3M%;zP}t1Jo+~vvp9$ zg;dh<8wr8Rg>AoR@e%PQoz6aC@6iiJeGyB4ySnYi?9nd<2vCXV?0Rf}E2!f+pR zL+?W@EGrb5QIe>_hnd1A^2{py-hScz!oe!^Kg>zGOJBtKa_LRa*9=^5necd{dnNK! zMgPT*4BV|;|Dx7l5&y}2;Zm(C%(*ddCox-%nynHq)+n*D*2-pDaIgx)w9VJ3Ze*bb z`NU6yuS~3#34h|hsS1C1in`oUUc{}u+~!<38&hnLE-W8rW8*8vo$U1-tmQVA^ZT+< z|B@Zd71f|mkLYseZ8bRj?O9(ky$1h#bMURp(;EEV?LC^ci;Z?WwEYT;7vr2D|89)o zpo(LF-nB3;p0~}c$td7p?m$b!g<~8XOR1Lj+sDDwu!Dr-8XW9Qc>KW7frEVyHrC$a zaZ7Al%c0FYbiO5Ngh}3Q{sKaly73?NfElP;??8$k(h`Za|@RlbRYxeWp`J%a~S?YgWdmRrQ zhwkg&HLOLeXH(CF`RY)fuP5ndP90u39e>QJvJMY4em(l;F%Q*gUDBD2T>NMAd*#Vk zE^c9&MBLiW#a)d9q{lNH%rSAaOO9WO94HIWzI=k?mnW6e{sP z{Q|$h+r_>qF`7G_QHgzt<8Er^OiTzDnMf#OVVmCdgVJG4%o28M*d@cnPcwDa*@u{T za4h#PMIM|f3aP}G%C~=!PE?|`Gr3d#OeF@b)IH5{Vxp=+=!)-i zOsv1OnXlk63v=OAV#rS>PB)trRGBjIL)2f!sp3l9+PzxnjUp2*7H~u~iiz>}w{}P` zW1-uc!Q`tQm1uVoJ!2&pDEW?XilWcJWgh74+sVL5>$QIrA64R!;p_aq6HI*7wK{e6 zM;11+Cz@w2R3Z1-W6wOkDpVOw_mkCQVsMO?$FEWbvYkbiNEeRd56O`K16 zN$Qf(exmA|$6FFMI0XdHTqB`$km)&bDH2+X$I7n zLgIzU*y85*Bj-F3pZ1kd&!|`6CaLu&o8}1^u#D z@An*WJ1dxvI%MM=I#s#&oaw_Hw8=#g{jT3;!MS+NLDF{VhCK9=j7sjgn}^Hp9Jtp# zn1^MzSeJ+R3$W{-&F%kWb1+-G@r2^OOf0Iod}tvn9St;3dmm{`#qbxa7%%%%F!xyi zh3{_)cAs!4pOi?&Uxs-$@3k`U%ECF3g6)}j>4p!}V|OMRezsKqr<{mAf&1fSH^$?B z5h9|7OwPC(c6L!( zeRuriv-nP46}1pC9*HX{z4`wducCf~U9m7b824}r^Guq8G4qY@UFO79-25*lgs2#X znU@|Iel&_g`qLcg0M|u%ipsMsjm9JC(>uTY3qW;Axt>-yj!s`1X`^ClDDN-eb58Og z5Cly*ZD)@{RI9#S$HU#gH?JaU_v^F1(Ee=_OR7)csl<=BO?TL1Z|Rs|#@P$lnD9!+ zMBE8F9u7%crv<@*%)Ml}$}ljy>3veCFA9ur$ogs;L<2!jV#(8rC=f1LnznU59IU_n ziz?y^2bFAX>(Wh&_uPfgW?St-!F^l_Hog*6c*(_bHQLAtT(ch}K8kdx`4jc(5ap|>;leqG9i5yo!If=9W~t(d@V zO3DT6m{rna2Dxx=;MhywqXi)4V%q0;tO)K$y1AW{FM-xB)0SRd3C!hRDWcpc0lwwo zy$c=1V0YVjKyRQ3R_g9({?Ks)d`h_c+V&#qx1+YB)Z+2D_;mgQlbBlQ* zjM-9v?mpUZahk}1IB+7ay3h@khdN_b!c z0UG%vwfF+cAku33v3eR2gv0!n8?Z@mg?c+>;x`4>hxr}8+Q9&Ee(FAE6BUkjiCCBI zq`>v=HF7dzWDq~i^$Mz@z;^NN&pK==pydCoMy6B@i_@raeWgfWWT!z*kmeDAPFL#Z{z$c8M45GO?W@{DTB2iaeR? z-BkhF{<}S?tBDZ&WUkvjlnAw*Mv~j#RzS1j%(=1C6;NwFvR&gf2^?&TJUvcOz@=jC zwhehy=<7*s<=;Vr-HPjvZV;n^ri;EM*_B7c1+9V}kG3G;NLgXqOQi7{VjAgxf?o99i1(aVuHFQ`+1z5kixiD4Q{ znhO5xbYehc*Q#E|TLyd^dk|70RS6EpVv|pvGC=-hLgYR}259|`bH1-ahrSIBw>dow zcpot4sZ_^={VRRDM$=hf7HTWtU&exya>_&jK2_vPG0VI4N;j7+y!ZRCJN=I?MV5(h%>8jGZjabV-b zukprd4&bNvDFL53@OICcK_y=fr08{q8ZX*gX(jF;C$NFkba{uCCL0QlQ~Xn!Ibidb zF+VBF1GA0F7Do>8p!P+!wq!F8KFKLImGF2lzkSK+d@>KbpALk&uHb?1HDg)+UM>u7 zD|l+8&xHiS2W#H8MSb%UXB&gFGL zm+6ZAEnEjC*M<)dl-I&|vxnvhv08AFS{Hjjng?4vYCb(wtp&-eW4(cQ>Yy`-{}b82 z9y}bon=A+GVZ=tiNN}hg?r2&3Y`a_!16S>8ri<&qV@&?#x<|FZ?Js6M>EwZ&*wwXm z@;oS9zQ@L}n+HX4E3S}q>VTE#>B_CF0~yi0vEiON$S9?U4&1DR(+L#kR?Rx_e>5ll z!><;Y@;{CL>*7H}ZN_kmBo8{m>Qi2cbK(2)iHiRX< z_TBcN1_W&Pp9pGT!{JU6_@;9pnOeW;*-Z{8uW!l~AaFo4JGE^aoddyE!aO%!7`H((VEpzeE9ZeI}a92$b74kjIRd&gY?aFy)~fzU0>zcaW=5_ zwBK%3WrMnC#H(pFHZ&QZ4w2Ac!`_yCAH2@hz}+iE0o{};$XT+Ht8Ku7RaXAL4KG)M zbL^8ZmGLZCo-tx3P+ASMIuFNfm^BbC-s52Kvj&D_&YlQ4zy{lJm)hmtHE^*1dDE@) z)v#lo!ak2|7IgRPiLPGki~aNS8)cdp5Pkok{B#x*n758LxY8Hvo0YsGY`h9QEsI0N zL#hDL&6Cfm5^TZOGe`#9l}JUoc{>Z!B0tY zTbctEk`-?biPunotMpC2tCa=|f{`}_FESu(RwYd;f(~_AI=RGEfY)8 z?4yF0hDu<>K8|ngOc|s}CG;gM&b^1yqTUpV3MgE1_QkY91w?Q5p6~uefbE$V*Q@80 zLt_?1)Z8uwsXI6Fd(M==jL#P7SK>E7R^sD@geQ5>VNj*huU7!6quF}VYl@+ZcVLwd zUn#V2n)!}%i+<0xaB(07Da*qI3{e<;=5oy&m9>s+%`S~9doOMeSh%mR0lnxWC`T!{Wr zpTBf*ulWApwaVz#9B6zqP?2{t8+uN8w3{SkL1ApIivEA8aAeb5cwA>97@Jm@Z0(4F zJKlXC4{L|RP-p6>O++jV$ZyJ78jt{SUp8gw)F*(t{q^>`jwEQ}KkhDUo&bu~CmJWG z7ySgqw!DoC1=Dgf6^p3=koQUndLH5q1oLLuz)n{%M*bD6cU}P_n}^yv^{#>3yW*EM ziDA%X@wZi|G#CmkGZOVj{a~JQG4*$^6Yw2sTF|%rb+6!`y2;T}-r}-X-pZ?^WS0S1Zv3}BN z!=dwN(66{wb%P(?(x*gS5)DT0C5E=Q?nR=2Rc=gdPz;VSGb8#-{W0J8L++2|uBhIW z-PqXZfbM%`qK@&7V7-w4wO6Xnm~6J=={*f!v@Y%99qkT8r5_M0K45@lKLevwU|j zo;oa^s`elPtK@hhwLbAELrvyRzDdM_$bRS5y4NvaLR(TWGy-)FEd8+dQZSb6|LBx^ zA{ei@uWacF55pZoH&^*QkHTl;?=l1R;_&(DYi%py67fvmEg9a!R1`X7dh?A$CdOT; z-ywP+37>Y)b(Fk|!?L)^=BnSZn47i3yJt8Ssc`-Rtv(Jj*JjEt-I$2yrzZYm5|eTK z?RvAocj;)-J5lrJLN@yFKmL_3nv1Qg+9gg@WTHv<@x-|`sp!xl^yU7p6omEsGPh<^ z&`8H(*QM_%_~Fr9WqwR1-npMDw|!qW?rwS%;x>?j9u4eQBHUc`7Kv?sJCTRaeN$Y< zr?SzlwNGRnWZ}$wmc2%F11)lOW#ffWbO-dR1CkDq4Cj5;QB z@XFBxCsN{bP)uvmD}<4aFE<^(_8~F{e@=#!y|K;368H8Fzoq%8+j+a^d`$r^Fkbwu zwZDPi1ZefocNbyTRCHCuvwS2?tys6AHwR_BnvYbt=U|6Qsc4{U&f?diX!cZR@vclx zEj=BYhkv~7Yn8Vb;8~GPOVxC4py+$M^&f_ckP(~{wf$!a`in;I61!iBJqz1xE>`4Y zJ?XBPdvQLl{c79omYa`J*}-!A|Bp{ClW9_1h&TBuflqXckl6Weqjhx&HV0e}(B+k( zLVDw%>2?C%-ofvY{;LFSj8^HL)GJ1(@1D0K_Z6ejN4^V6nZ=mLKjCTIT!QkAFL#wX zmZ7JDO`5{ra+JNa+fDol0Rt71)|7WtV0*e~iRC^bdOp9tV4*<3Pb+h4t3At6;O~}v z@9Z+HJP`lNzqK5HcQfp`5dy2#fkdy4weQh&U2q zJ=uAHgc|44U%nxeQT)A@;SD_s4toi?TXmB#tYU0Qvl|h`1zpIf;{T~FP=$hxgD>OsACZupT-e5YK*X&p zMn=s}5iw$0->)_WB3@_B9CEx%#N$QH*Xy>BaGrX8W8Pg7Don3Fn4L_9Kr1#8Hy!%#onizDj|^S4y&)Bjlyy6qi$QTf=nQm1R_%@&NM}&!{LS=^b6yNkLY%xB0po zWVFa{Pr9N)#tzHX67QAC=(5t~+>t$GjFLM3y&;>7V$nT{CFd6TjV|kctYHVy9&hQ|E&k&4?lc-+%rQ*foYz^^51DX92H z>!juo8BJLY^(_Nr)OESJt4fT5>G4UQ_!$&5Tx+8_b(xCF${}{j`ZV-Q>gh1oq2pu6 zh1^mi72mwKx3STspy;?tidHuniN?J7aSt+9HhodIeNM*nMo)%QG$=^7r2o15l!AA2 zUi^$MT;$1WOY_~mG$h^=dZ9Z@L)FTLeYqqX%qu3!%x zS+5IpJ)Safc2fP%l~Ouh|K4!)ur>{qN2;D*tm<0Fh!v^RlRK37G}xYUgV%AN0}<$$-&v7KE|)$JajwndAK@+gMaPQEp_s2 zoGF=u_AVA&#m?XV7Rtirrsc->LRjFk)1ALcv!ODl!*u^UHUvd`g^~g|D6+GZnBU65 zm-=j&f6hLHDJSc zEs1h}h7DEWKWkP#=D@&PVExgXgG)Was~1eOQ2%Ae5v^$^_9kR_mQ67cCY&X1{)>rU zt9Hgz>9BAv%y&;eSV%QI5;$?6jcVJmhcbIPXqhg5v`9G*T0SD|-{l-g)?c^27|BL` zt9kNbJ_}Kvt9J}IuyEtZ%A^o`7FLj7y^jCPg5!FR&)tjIh%&0aFWke%ni@!n6ZN4k z)~cb;&%+gLSUXUfM@F2syFRS=yhC5q{z39~)VCl=yz{9bp!- zJlZprg;*H)M|t9!!oq8}&Fjw15Pevfc6bh%jo{&pE2$nFe2lzpd|5LOA9wew3HEca zM)vN7O%p7n$gFHjoM6I$@i$-RArlb~>FyPyOfZZ}(l#t-p=5)(<(?{{zv>;Nzm9BF zM3~t;A#ilsa8iBkRSx31tjc&pS&)$x^*hwb!Y*I6+~KoqxUj{2Zd!0a-juo|z>19*yMKp#&C+tTHrRwb_ue z|CjJ?m<=d)94z8gm)y~&@YF!CF&5BKazrT$GZvTX7pmZKM(gKYD@q8$5%IZC~g#-W1 z)#A6TiTJ)-TVIxC!$WCmrL+tiSepTcigU1%eXC`01_xo| z1y>>t=OHIj`ev0O2TO;Nd_;^1JYE;yU7yK9-;Ol>rsFJx$dWdv6Fkb$b;@2tW#R45 z)N~&OUX=F8If#DSFzA7Dg8EaoCRuNX-Hc&8(U{sY1L{GKw`%QUg6e#Q^S6?T(+(51 z#y5z0kiR)-z=;X+=ejMKLv*~Ye`jItK*vYsTipxFbi^N8t*pL;j*IDWj;6cl@H#ki z$$l{dp?|2yZxl0dN9~Kh!*(X>`A0r~xWL3vr=%uXj)5e{*uLembdW73Lsxas5Fzhw zE@-DgFZ@`M?K>I{t_qB)pwn?~Xp8E({b+b`SA4VVVH$kz?O*RTOGD6^ZAlgsIwt%j@& z)_#DAmkzPv{}J;k_{WvfDIF%%T<4a1*3w~=f7-!vj0W0Mskbt&gdcvqMy?AD6>t8F z82?T~9m%oieKZ}c=?O3SZ*)A`9lQawr-^%vHiPv4$r!+fyV`o-=X7|g%8*GYwl@2){b-*^_TCCfa& z_9X*$KA~M9K6E+WDjg~>{bvR((qRyAF77TP9US9_7frh|uz$AFV(sEA^m(Z( zHu1A@g|?w<*}^Ocg+6JZZcN9KymiW>chfKxIPAl6OvOe1&uyg+sb~ycY;UKThFJxt z`CBK_kk2>c7C)gvexNtwqkjg%3WZP4ZOI_^#H`f%?`in*KCbu|H5so$D{n4bmyDKb zgJ4Tn3Ub7^uU1J+#%%6dIg#cRRG9=f2}!2GlWKABc1Iez;yPoUuBL-)(XJbGDIMWI zs^klGQ}Ja+tajff3f#h@;({$G$ohUqGv1Vf6=?$ZuKCFrU+5Jx*DeJ^NHYVG3*_>vvkNPJz7~?S*$sDu%ZU>weBjL&HGXmm?iiOiOH2{yd(7K<&mwwVf1H zs_%PVAV$I8cP28k?_=H~AqI zjgRA|%sNsa9=JJm+hYo1ysW#j!;>J+QFWfLm;{kNA&YHtNeGwybw;)?3CxJkj+cKX zBldpzlaBfnbm^Q_-ExwME6BtA>EBe;Ft@&0Q9yx2YMA~_?L?T?*qhz1BqJcoHKmwG z#;(F=3cn{3v479haqiP3%n?=HrTRV@n=bVwMCPYpa!@Hz!XXXr%0HteTa)pmd#0|T zFA+h5)!Sr^$gtVnANFvK}OyGR>S)Q1np0z>^+%)BwY{h(oG~hZ5|J& zDUk6w!tKVYelo=QbC)X~pW5)o`_9<_qrq?ZWM zArc}ytmHdP6ELxPuec2@0m6eTZJi`Z@I1?kvhO6pxIR^z7Dd$I)0;i~WC~oGUfwxD z)JIWl?~*U2X?S2ZEZ%uA8H3ch_Mx4Lus^pn)H#ie>8q2fO37qI{bv^6@1Ka?lk%hk z=1EvG{#Wl;CL~HAo4E>8WNSB zTdNac-eD8ZvQGrH(AxIfu0)(W7Ef(nngp3AU6YSIDJWdFO}ir{8DsR0we1$E@VS0? z!4|VrWURK@!y$0=>UG3I`zaEB+t>Y~|0E&XLp5VyjD*yw*ps&Ui74ED?t(*FBErTl z<^H#s0-mOUO!Jjw$Oev$yyp{qVA%>DPbH$~^hDD7ZW1P){sk$VA)%>>{QYoB0@7R; z`Z=5=;r;N;oYz)lSmsdzV)_#ixa9W2z9|Y(pPSZ(jmh{Rh>21er{G8B0r`w z3%hk{xuoLOhk>vef^SWe9aE#ui4gtM;k`uLh;|3wG?dCJZd^dPKJrp#xr}3Q$c$#xNzh&+d#s@)2_+BRWh+9GK`vs&$NLcd zk=h*I^N|F5QDzlIgan!jHK$mJge}xLPNK(2kawQUGifD(yr|8l^I{^ZdX|r^iKRfl zky5o?F9psIg3J!DO+miX@ojZ;}LcG>hV`N@lyg`#ZAv&%qM|f zt7j|ylZ@BnvCXOmNvLjJy6AK}G4E=MR<6F9g0=(u8*lhi5b%+#`us8(CPNE+>x@Yd z-Pm88^(+C?U$tG|cgKV3wsoP>dJ^jGA6y^bnuuKe%t?C}3gYtIYqD1+gLU%8#XUYL zICZJJn6Zn3@@b~c-~loYC+%a4M-%+J-1c;KF$tQPUp<#BB;l@ySET1v5_X!urq9zN z`dM~!gS{~YjwRIHCnb{6&}blDwKWCF)Hiedek5Wm)9dx^d@_>ppg@sDM&gM|Lm6TY zHShW6T`iV~hRT2=Q3@2SS#0U_y&@Uy|MU;Z>`R5H=9P;J>Zz#QLn&V9Mn%oUA+u45 z6tu`gTHKq!A-y%{gBt~$+(@=|>(2L1!7#5x>)5|k+?hPu-H=U1 zR)A-4x@;ycJ<(M@Dn;B68b-^FAEzOqcjm=@)l@{g56AJUtR?Odam%TQ9~rQ9x6wZ-ONG|6*ec6b zV&5IVm;KK#6)no5iCdqiB1Vd{BuIpcqi62LIndM5=(RzwS|S5NcLFrnAz2_z$DB5> z&PMn7fb)g_(ou4D#oSG!X^0k^oU!_mhMd2ZLMC6+i2KU=!8|7_OmaF8ipHcv%e=qB zO)C>mjMX^nA7!Cb{JYXm-yD43b3ESiyF|j2iZ3;> zd&B3ZLyz@m`R%rJJW%7WbDy7y3)j0eRXABVdjC&fkwy;oX{>sg^dkp;@hO?jZP_>~ zT>M^Z= zOKDK<$$^yheoOhnTqK@aV>rBpxHC(v%x?5%!8{MMCqlDuH(E_ZPb!PhbA9o<+OyEB zX8DybmV@y{`y!6L%7GWxQdi_;E@J)&f5|vbL$Fw^{9{8Jencx?$#_ouPUqN~?#XNv zs9ajAHJ***%i{Kn4QB)A+$&`gabzW>XI}CAElI!fd zrDNS`jYo>V>G0DgkD`VF(c0}bO#@72FR{=e^cSkP>pB)#=!A}P4yrL`9m;g&m}3Otx_e0c9z#{(wDp4q=`QD>oA#813t z2^(X>qHStd*vOF3t9Vc7XoHUO(=&*nbOYaw)WPxr9Mz;6!P%xF4IC)lW0_Z+_# z$b!q5ujyGP6J3&m)d`!J=%d=aaVY)qQ!n92#UAUT;kYbC`-$i$Og#D~vaXD%j}&c7^(GBAf}0Z-G%aJpcHiuOi#Db3B1TWu+ zjgiGWIHI#`9GRi2H9h2DezaYm7KM#Vn}Y;@kFmf$8_7^;VWQ+#gIhuq6MqkwKahUO zgn0e-8zYBU_>+IL)?J5<=!@FIZq-CzYfbi$!#Vi0?|6G*c!@-I8s|vcq zgidZaq+Yq7h4HCME&UZN$g#%C+FV#L^fiq*&1a$b`lht^1U^i*clS}d37nCnES1i3 z@J@S+Otx_zCX7v=#aMALE+qLWRGtlgRTNKm5xB}y!M08oA};J&=K6t!Z?jSx*r(ap z@MNaxpdSYVD!*jeKRIByv9M&|C!gS<#}$d}z5M1Q}jnjgYJ zb$aVA;{XnLrm?TPwDWK?UT~v$Yd&608bdFMZLh7`n7ft@US$Fy2tn`{8L3$Ol)( zI@c6o)xX{Qv=occApiL5{f1%~URbc+A*uvDJ<(LFt`eMxeqzouDn)GHTuS-fQq1?} z1{cVe!sFGGa-k=(jD)v2N2~%6Co~qLzAxTsl*R46C(_>tSW!4>=2YCzRopZ_oxbd3;6Y6^b_&B0lQw~=yK$~ z;3-<(D97|U3or4f<=FX8KKV5{C|+Eu;G+eAU)sz>Cuu3?0x?=;Qc%9xrnArzpK>aqH|Dpi zmhwEZ&`mDnw@3I_HE`i@YS>GE4-bmxU30A%Jp2v|3Kf>)htcdJ`W6{JTF<7v)nxLKAKb9KNLB!$ zdrk2PCIVbY`{5{8#z%>$=)AoBd=y^Vapn6yKFa4FxK$9whv8WE3334+tZcK9)Ng!r z7%RWeTq{6)Kj@)11Sr2Nzc;v8faPnQ_N^TefWa@WCT|v?^zx}Fp;vsoZB!iF-pYsZ zT`%u21|LOAefQor^RYYZV(Ze+d~EGCZnD=Bz{O_mS+lEzAGx;W|GgHVji&d2MG|0% z`?H`E%LUNCS|0PXhYx?+Xzr&1YlwAUx$yvDP`W*qr zR8z(md=fyyY;^FTX(jCb9kkZY5uo|c`2#`*0(5omkUKfdC-lU(Hx=!Ctazvt^Xofd zgKKq`tQSDnP;W#bNPw_Qe@80o3BMyh#Z}cRvHkh2J!WSsan@DP+n*|c_L;SfwYmcQ zlGeVyL{WhH;ZLu96bS$0k&8L<0v!G>wZ73(fW0jNdn>OA(9YcVI2;1_8mp=FEv&?k zy2K5vK_btMT`9kg2te8B+jfh{H=w}#z<*K#yb+~d)cL>7GL<^0A%K}qy_D$%0lHUc zj|x=^pa!#AU)f4jKK6>tlc_{OCu?eLtN`y_HuR1WdA`;7+G#fd-K`C+L8OxtjobMpn&& z)dGmJZ&dvw^7U6a=wM4&<)a3PCOKZ19xFH^egyL`mDB$xNc@p0>L^LmX+ zK9UD4#|@_W7+H7ITFG31!JwlS!E6B%=+3fve*{QQTcz-lDL_=pHJ=t^0w)=h=_d09 z=!+Du4I^;>twbc4H_pf6mMQ(nodj;b{Wh>B`pYoR!Rj;Ybz>?L3s2+<8vF&O_aY!hn8R9_|~>XZyV1BB7_cH8+NfHxYBb z-#)_yy(dD!f|%cizLC{q-CQ(BwMrc_A^u0Q`M0_skI?T;fh($caNI}^7+=N%_vt|$ zPB9mCi@Yn=MQ||`o~9~uk_+{RrQ52)xX4IWYF_+^i#UgvBZ(?J6!!G=lDv743wLWJ zad|lUcpc|$1rJI}#V-Bpcz7YbEv>YMi`gV`Ru-EJ1H;RfpIKZCzU-V>P1uMI@9GDC ziMRvxj3o9G?{$j~@FIx)uqC}Axr2vHt;0Rt?|FC`|1!T^n}?siKMi8|T+BOltRXyy z3(gvgtBPm2*uJUJNh_NR>hOlG%@thS;k|w&^NWk#-pKTW4m{M33u!1`=3(f+<3FZ} z{gv74px{!9V>Nz`r3%P;qwi}4|FEd3gSGZT8 zUHY}K?xG6Z$=Ng9I#`a1h5ZsAhsyCQT|GN_P6YyQE!1~Zu0U+4X=|BX1;!0VOcX;a zpdNK>RmGtS$OXrfuih)iMUUR+Sr+9m`w~7rG*yPBSAAufy=5rWCslp^U52wih&f4E zuR9vME?Si%YE_f?+&0ptt?tAXN=bq(xpJQU; zs5K!~0<(k;e@TN9MB9Cp*nOY`aU{PNQK@`9xG?W+^LHLJR7=Zuec)l7a{4B}h6f+P zUL|9ZTp886qyIe*FW#>zDpTVl_`{5Jn*)4!59AHBG5Jul9sJ^#$cMwJd(XLVc~F0t zW8vq@LwQ5LcB(!Piy!V+>s>Bd_m{~l+rmR?MBQM;86J+_&qxs@@F1IhN`Vd@F8uED z%^u<*sd~``+t)mJ>9Ie1&*ovj+WpHq3@&OdG=%#^a`#mCT*?(L*bfuc51r=Xq|AWA zS8!3?u=nJkNG@n4*SCxIU6}W@-flAw!OA?ZG?BfBx{h%3+hW8EQ&xFgErx>i8++-eCIE!Eyb3QkYhM=rVqlLNz- ziZNQf>9>ra2r=*f=F@H#Vc|0A8BbRhVRy1b^MUI{AU%pyaw#r?v+2dNZ?+f1Z6W>J zWL+^{+qGNy$aAsG<sMU-s=pA$l(O6_08aLb>~u z`c9F)@kn*+mivWRc4O>EPk$kd4RZ$imlh$id!p|Lvk2TR`xI@L6@m7MnD#5+Ag z(Q5%4IqP#xr&hCZFGs%N>I4fJgsw!w8a8TWZ*5yz%7(cw>GOflY!qoVj(+svK>6#2 z(zs29;OvmM{A0pF%dNFVJHD|{H#B%4%83QXX{zJz4J>@WyY6+O77M4$nyMU+vmiCy z{dwm-7DijcZvR-!2BJ)l+P-1KYw(1boht_+ua&~$DQpC&Tt6vY!or(vD+zKWn^1L>a)R=JJ>=7w;h>6}6l@j9}OoW#0 za9l8-g*mmH^Da3o7&JLNNuDQqk7e~>_!1_pufDu7$A*Dw)pcf>M;Xwex4vFy%|Nf$ z9Ptl)2CCle7r4kXA!*gJ{?R2S)=pl&=e3Ci*M?GG_bL`@wC1k%@L=Mw^jIzJ3In4& zgUz{n7%0lQJ@%=G4u!1^b&q#5p#PrQKJFvBM|kPda&aamoeK*NRx`0sDlR^7oC(sh z;W+vj6BT=_n!k85uywqv(>jojmu)sSyd`ve2}tMk_t9`uFKJBbD-GeHU4v3f>7qV9 z*%8m7qpi~M<)fVptb23VF8v|{_f(c$xf4W(jmM^rbG9_7nAS7bB~cNyLn3nW6cw5} zLAi}0St0dSpPWd=Y}GTb&VHxjj&#P`565WGU()C^`GtlrCc*#Kl+rNc^hc-5j#Pw( zkp4!vQeeI4&2j@53d*W)y0`ozgJCWk>wJoW5!OeWM~^753)nGZ`!On7rP{4r7t78UmBl+FO=Uk-s&TG$Vq7f}RlFoTC(M3=FpFyh#Bk#LYZLk&2Tq zTT^=9P$8{->mW0o24Plv=Who(n2*&s-O3D{G}}iTE~n$HA1^g1k%k6=&8EM9sc=(s zU|wpVLg~{T+2a4G$dot}NBvDjfP@2YTNDlLhqo}&253lKwZHJ`UOJwzHS|?w7?^hB z`Sx1SQTj(JW@Z=-W{!Qzkt0;>xpMBp;$bSx6rR?{-lrlljWmCk3Qg4C=Leq#(V+KI zZ+rbtI&NhY&1}h`-=8}%u(<1|(epMMEM2)+msD83&h{;6rNYHzfAEq#D!y+%VgF2whAZBW=h&R0fokpFVY`x!SjzHWr*6{m z+EDL`yQm&7y(471Kha@Gp4oiJfd-@5YtMX2rsDk#L*cGXRIJP?zhEM&3tsyMgBg!R zarC%PFaAb_MvUqn-J3K_g&)4f;nVO&{-6onl#Z?bqnpNpMfV0zKDZn~#TrAcaltAo zj(jdMGF?f<1wLWlvVsbuiJ*TzlNSv?LWkFlv#6*Ftu#CxK*cFbcjLaxR7@(&@%Qi(oi`n&w)nNkU;0p(8;OSL zD@|thYw5V;ujhNSpAJVm^$NMKbgc3HJu634AN*s7M{TpHAnVWi@HK;q>aQsQ|G81I z!$0rG5)u{aJ=+~0ucbkm?BwihPs6g-xUj;0QQq2Ac?(2!qVI3K>7u9~{o7s}hKk~{ zXsoYpT_Xhn9vnxL3<}KmjUVsSrywsnMukVBAj`5oOzbHIw`v-?HvFcb_Ub~9@Cqu# zXg|7lAE2T2>9c-~dsH-(q}?A$pun4&+OFI{#`oL(Rf4l*_*7^<6X=m~$mGR9Yb_a@ z#9kzC)}+9GXYS*k0SbC->TO?NqoOI!M(Ln24Sy}SZLPMXLY%whN4**al^L)4+J?wz zOzl*8evgbJzY43TlqtBF(V&&n?YQFl+%VEF7~Xxg|4 zXSA>W9?GPGvvJ+IS+6O`7q@e?BU2D_B}RknMM3(hjt<{E3chy#bdA=fLcb?|-7XQ% zEIog#vT79#L*yjS5g`r6ncJo0tVMk=TplK^CCXc8{C~U8QoucExNC0<8TO&F@%GQj zPz{>8e_xD(bvuRD`%hCKzm9Ss|FI}8vil6qi*V(_80CEKEh?_5+f94~1#5>RuFiZy zM(dWwi7mQhIF~)!XZ)`KI~;oC&T5mF?V;WwFqDK9Ho6% z5}i|3#GWI^3D7?GfouXEl14a%Yy>cF74ON zS0&?lvB`8cpA7#q+bXu2Q6Ts9$V7r96{Nw%Lt71~P!V%lx9uYte%@`1Tt62e-Jxv2 zmS2EXo3p1ra|`g>V57nOPX&lCb9$=fOU8eeBU@r$k+G$mcXf^%1)Fq3a`o3!kz?&I z)#^aSplds+u9*zM!<`!AuM2Q?;en3puL_{2&o^K2vH-c-7uq+9laUt5PpEJu<8J-> ztu<>YuvDMVY>cG9@Xck93Kc5quFw1UBAkM=W#K+69+I&)DA}5Ff{g8IpYJyPEI`EH z)6sYB$Z$6-U95YTjNL|?10M!ba5`3TPLvT9+=wfY<fPzPr zpXZn!ra+7ue^~4g1-WX`J)8p+sNH??s-%+w(`)rUhrC5NH?;d;Q$7`@^wWynx-{5` z$z8s*NrXq5+pgVyE6UF^s}vsv3ciOc8~&3M`9)(6RhWqMMQ48Iyr7^Z)BDQ;S1J^i znQYrpLxrN2^Y zy!_I9RD=s&?b$jdR1uDBUSDWJL)y3b>+*Eyu!wgKuRp**sgj0s+IA*hJ1Otm-b+Wf znd#1cH9ExH<>zKEqhlhZf*B~{31YHtyvqS}#H>F$^ZaW%)Q>V`$Sw>#cun5P9b+K7 z-8m+X%fyU(KSzIgu&_$N&AQ29B6Z|<>$P9Pww1{9J*ig>K{x$;}It3>VgfUQX zvqCdm#E(u%eBYq?oQVed`aDBN7Gm$mBwbs=hKf^@)BIO#+}(fX*HZxt7VH_pH;=Gz z=8cyBo8gS>}^x;na7wbYOs$Bm){;?1hv+Wi*)`|GLEoFYxe?_=e8?s=#N+B9p->$#x z=ipr3oy`~fIH=P6*iiMEgLxxc*UvC1glFaPC-mQi_%eItoU=EIaDSMVy3DW``ZMKz zm&$U{@O{Pp?en+@xnHwgXI(M;4(&Pi>_-tQb)}!|U0#gXQ(NU^%!{$S=5B6cW-&f~ zd8J)x#D!hxxM@`i7ZY-SoV3Mxm}rT)KjgqezDhxdp9T+CM>cHqtl`3HZMg1qB^TSe zv^GsQaS^6|*8Idg9=4_JVRv2TVY%F+obIPQe3$15FY58(S!+p6EaBrXUs`PSvJx0& zUNcLg@*!teE*W{84+AZR^6)V}R+VR~@(=N$Kxbt+(fEjB%{sekiVvNE?){N&B^XdO zjo-s4!QX$Gi>szfpjT}~^*JVhio>o~CX*$Q`Ady#Z74yk`M(7r*(GSBSsICFm7rEL zwAs3@1msP7l#|CwAfNgEy7XoN-f(9qEP_CWxrm>N+A}Dol9F$FF?{^ z&i&P10=V>Hy5CcPfEh)rOFRT3-u5u4mn6XaA?e}G?*zD#G&b|vCLszIjMyf43o*vm zT6_Dc5MAX1xALC|F>le^17B3 zF=k{!h_ElJ(Jxblct5FjDSAmM{=B>4yx6N0l`Ag((YY@VzI#|9bNQjqr z{wt6?D}F5>VBK@tEq&DS*5YxIxZZCN&K(J)w zELNcaQEKL{Q`ZHso|i6m>V^Q%bzOdhie%r0py&rh0^BZd9DpdU-u`Z-rMf~?9Lun< z63L~r-xYod6`k|fw$@xufGJ|Y{+cN7T~Y=SPR~m4m{%dw+gJi)`RiTFewSeV4jl=v z)dJDHI3yH5BEamo*$eyJ1dvmDq56j-z~{l2!^3||AiTWNF4$GHzh|w_WH%qr%If5o z#PhLe<-L4bC?CGh?{0W~iH}2X7mIa@)>{~%9kVm|(7!$VqXLBw6%w=XZ^YG9l*=qJ09*oazln#^N!R6L<;dnV0x)qn1N7A_%@Gsl*jn2h^TOq

FVW!yn=e7pxP8f}ChBrmfYwA{&bF;Npw zDJ#Suy>|lTn}w+DJ40SkSO~k(zK8qhg}7HYUF7hu5XE*kJL`WIVp368`q?fH4ql02 zvG=fH@Q)&lXk$U~!yQeJEi43vTrD+KW#P?-xjlyZEO@Sv4Ue#5q2jV+-gq<%Tg1+b zAJ1lC{HZZ1#-52f@gs9pO&QQF+q%3xijKLSYd-YPqJw5tQ>yiWhWC}?4z{8>&UM#0 zdv(zq;Gos=%TSw+x?2tIOd~oTDk|i-g^K#OvQQq4-%h6JgM^g zP-UZt#}pL@F4$>EMkPO}y5v^@p6jW_%MKLar}VR7y9H#JGR2)e^~q3|n^!b@y~sXy zEBR)ah|e_zB%iS=fb6!=C+pwlK{0?lTW2B{Yk<$C$vKG6J|I&clMTN-v+st%IrzFc zEIB?c2Q%_gwa4b?V$rL?BGVhW=+H>$ICCc#O~%HdbE2~GeSV2nd3Yu^);UQ}9?XDd zXY+4DDIMqflRBu~=@7AJWu8R_Ty|bdL{KI!lK%U_vB<(AQ@Or-tT?zg82!!ZjqUxw|G@T7JB39f3%V0AYMq*4d7W(5*r zPI-o|YEQ+Z(YTN&A5-D27`imND-{|R;!9Q>N<({f%uJ>R3F{gcHMHoE&^I&Qaut;X zMwM#M`F$je=i0_8-%No+siZ?|WD>+K6&QKBCSsO))Ktx@c=R3WA<~B8@k>!HW=K2% zV@HmTeY%x^9`5b9_^bp>W$v>o8BN6dBbM90NF-t8^4l8s)Hq1?MoBN0y@M%luiNpV z;c!tqNY&gChBYVFD@hy-1MQgF-9__m{2@qwlqKO!i`VdCf40Ag}*Xv82hfG}QVy*0AU zmxwS=JeSdU}ZH)to#74!hYo@Og26q2~*5!l|G@gQe zN#HFa+Up&)#s3yj*)i-~?R$&Zr69S-JvNN^o)p!yr}_pF*5Tsd@hg^8o zIY@{77}tq=-(1%_ehMe<9sJrEY8*`r%G@prsEi{xb%#U$-Hj(MGJm)Ti{puTlSXzV zT0GJ8HMLF5D~@Q(?@Uj-5=&e?^-YIX7DZh6*GtH}yF)}TeHDIUWgM}*QaLEbFp+pQ z^2X)!R1y)NHRAjAQ3~-eQh79TLn`s_jv$i3O(9$wuRXS5r4Tg+<3X_%$wa2$Dku7R z67f3pm7%eBB4Ov9YZ50+CS>K6j?ailC5+eAYhHCE5xP%0edkuC6R{SpMoEv-2~UO2 z%zFpZ37gxl3P;D%h`|xV>Dj5NMCSq}HILe4!gJPO_wr9kL_m4a%goXgV$HywZn?NL zQ9PV7|45OD_Ons@?<^z{Z5O=0KIfzn=gOAGEOSmJHkC%=1tpo#t$1<3KQNKtSsSI? zH%cHX8*kiWZH*-=WS_s^ygZ)hIoyb~?U(`VmBvHR;B4r5K_n!IMWilt3)}{x)zpC6Rbicf9C|dNT2!pZ`U_ zlw{(Hz2viN{Yiw!>LJyYAxVT>bIp@O=M#zdy$ht=*Cr5$>aX8>IX{tDk^ANP{Gt>h z&F{v>to}5jWp#E*^P4n+BxXA6Z4-%zbS%C4?q3?wzP3@#);^6;{}AJ4bvBjI>~vfH ziIPIdo}Hp7WG54A$g7Kf7Nrtu6U|FPexws0OS7n@ec@V7ly-&mkTu$n2>~%_bIGX{7n6Wf2sHWo`m5oyget?D!diL<9|m98cVo zNw8RQi)R#O6PMYR8`)cO2&?@{A5ZMgA#SKIUG(I5Hu2oKjvsL?lQ`<87OBc15i0Rvn}G1iL+4>p?Jk(-~MYPV$dx8S0gWt zSoyoRf5}iPp?$LEapSIJ;$z4J(~_v-nN$g zt%-4jw|1B5!#VMUc%bL{v*z)HK3l0>Stg!%l(}d|v0vMZNtYqLX2xuC8H1xTP&S@vX@U#)(^tb<5qbTfUV1RMsDlmCrR_9^bZ%h+Ys9DY(g5c=ok$EO9? zaem?Fu*8&b^o)`(tMo@=clSxbEs1y>pcH6#ok)O7%D~}^{8*?rwNq*{qYxDNVb3hh zC@g$F$yBe31S>i$=F;{k*uI%K^q*KfcBN0~uA4}J<;9E{yRRqV<C^rpw0 zCY^=_{E8mUToMebM!uYqOa*x<@1#jdGR!}*Y4_%(Ak}c?!bOwGK$P=}c8yfr^gGtP z@kkmnUX;f*%8*c^bbIN2&kTh3Z ze=^@?pgAH^-_R!$tdP9tk36$Pd}*p_LsK^F9uDoeo|FscqpSm@&OB^O{w!}$laKK} z{aO8-0`%J7e0gk>hzIr8xLYnSfZd&}MWe>~&?gyMtar;t6Yp4%iDN#N`DNx`8qUX# zDWy?fNdXM#zpe&z$j~`ETinH)f~)=IKT8d$kX_aM>EJ&q8k4pu+D%iiuAACA|H`e3(%-yMczlis8f8 z&d?BZ>xr90A`NFPtwKM5hBY61Hm4t^BgQyjYve)(`f5)srBfKV>a=g>&om~qke&bC zj)ey?0Y`F1ndq#e2|ur5BB-{0M_wcY?YKzuY_}R=U z31@+pDs|JgjD^l)inZcjSmm(i+vGI{Hr;G8Hg{ucQPxfwO`DCm4lX2=!Nn)U}SiD%sIfpqwswFf8lK0IR0L+ z{2>cU4As~3!9vrFjqb{-Y@BlZwLv48jY`)U6_PR>L`>v&Y;54bH~8cu)9^y3cOf!Qu3ELowh#wNlKjm+h3Jp9*wb;h5K=Ebe0^qLgzDp; z_Ir#LVU<%>nNMLc8mXD$9y(l*`xwxJSWVUo>xhDk}~;#zWKPn?a|0xRCO- zm3>mi#RIeX`8my8sCDfW_)T%)-|D2*|8N$dFsfv--ch zvi}@Ms}$vO7xt((#H;DX@ zzcJ%*nGm*j$AcxBg*dL6ut@s85dQ-J0RR6KSa~!RUKdp3O`#{3h=`^Hd2rLPdi#5<;a?$uChU4WI9?v+h~vu5;Hud+l}ht>)-= zi$A%7wSV~TM$fL`YgSRqiO*M1&-1zOgU%~xw&hQ(sOA-1PB%#zeAbBD0#>oZ$&DCv zzrGpb8u4Bs`?-2TBU(+%Gh`DR@y2qA1BS_s*b+|Y=`UHxTgoNGkc}2O!4Jd1vb}?AE0sTLA-QJTZWl@9q!w7Zm;6jI?Q%WcHo=V;nVjTo!$rQuvS?skH51HdCcm3 zN#9y5Q6uJFp}W;tH{ zk+uJBQ#tk@v2uCwvK+_dA018?sK9u^2>x-!3LMz_ylcCBIj$Kl2o;jzW6R{UcAqE@ zWe6ej%euID_T1Rx!?s-9z+rrM*5RUn!{8bZ8!p!PUegjIad9rrQq^ggi@gm>Q>2A@ z_A*KC^no&L=oL=U8fK%|g`wCL$JzMfTa@_Uau!k@>S~MISV&%a-zw!H3q3V7bEjXj z@S<7tn(ZH1Sn|_8bdeexmD9I`p83PVG3QrFrA#KS@+q&-DQBQtVpLJmS_bN!(0s;t zTZ#%7bV@$GFU8|QTDsM83>+WP^%Wy9FgR@QMvX)UI%^m5c1|+z?URZ(xycNiTe@b6 z@}W|EdFzhx@v35c_+wo~ux&AR#H@XydbtR>vaO#?;)?J}m(=KsgT*M)F{gg&Mlm{V zm9cYCFTrK@8$Bv?O0oT!6J8}3p;(phraE!~9-U4rV9wL=Q0B1%5_CFJwlE*@AJEWj zpSJpO79BqYS#7i7(J^78@Ur5y`Dm8XxZN!wAEo39t-Wp*;NMxA&{6e#RLZP8JK{ve ztMszu74~Fwy}H@hTq+MOT=if5sLjRCl~3{>$>(85$c&ewLLQ#1Q6(KYPDZdPAd(9x zc=wrzIiZMxo2$xQ?=7dIanfnRXnQU$+Ui$%r!EKWmPhu=zBBq|WuHO9WqV?-#-7MUK`m$LTejKQAiSkg zeKs8_+a6jC*`y&`N74L~Z5p;-mDt--n1cQhOeR|)9midMzK8GWs94u|XAdJ2|AeUB zQ7_HJcApahmR4!_2RwC`>`X+tZ6#iZP7=^&GDLkMB?0M|QqAcLXE(iqpGCV8asHWb zi8Uv@DrWT&42&&m&qW#)ocv;5i(Q!&(mAPFthU=%)GKofhX% zKw#Ba%fsfjRm)F#iVC|z(~ z^*TQRLJDK4)C&n<@t@;ix1>0TeU#%ilNk#kRjc2Ogh#{gOZW16xfdZz_t{1#VFI|X z-*>PlJ_V#^e_QT9m_XdIp&Yp{v}$Cq23g^woyJ7&~zZZ-+pzVMCg=98doYEHo8T{7q_(GcjK zOorMvx>2)bB23hg-kA{+AZ6;Q^|`TF$dhWZ_GyX&J>E~#*H?p~TieL#*~2JM**5oB zkeL8alN*Z*(h1;~`_xI>G#T#hyOj0aJQ*lYG)$)p37}Iza{l=v4pM|D!6mYBFj*G0 z^xBt8@MT8x-{RT@yy8r5ME(ec6~-L>LG3v3yuHm>pOXjz`y^zH0+L})^};TtLn+X{ zX}NgxLLAOLy~Qsu8RY)s6WQEEDE#KUrt{_kUiZU@hHK)Xeb2a&b_)Rv4Afidex!l3 z*qyyQ+cIEmUVfdaZ#Kxb%;<-DWkb~QLXla|Y;a5t^CMSe!0pxRZ{He9gV+li9~X;<8aB^T#CEy=%%h);bqrUy6Ntej^vcqNH|QXwQXA^68d| z{kb51=2cYaw;Wj4G%T07nFunEKFf(>1{h5i2{dV?!pH-Mn+?&~V2~6M|7!^e>i)V0 zi~L7|tiE-cd(Y-V+D-9Kem=P%Cl;S~b`=TCetgszyl9qGVqPUZd~ra;?`e=e6LGvU3Wa8aaL4#W`S|540ypfO0Lyum65b~eag;(8LH zSg^mYVLTg7^h#^?7-mB3^a!2JO@(|pdD4?N$skakzGqk=34Zn4Ryg@&z_^$p1Sn>M z+J=(m@nuAitX$r{HJS*~zq+?^#E1~^t1~-gpKrnpZ=E(2hu&syuKXBuE|riv?f7I z)yHrZI}*r=n8;bY$bp)N5scrnL%_qAfHNx^=F_XuL~>%8`Vl)U#Po z9=+SQ<3kQ`RMVx-dXPY3|AoAS)?Cm$LHJ8rh=--)8NV0!IZn^<^>HJ?kM>u^FUE4f ztMAx5uZu)5vDl?+bvp-y%YXhi=934@Hx5!S##3RVomHd$5EV4KVjhXe(;=Yj>XKW( zY0#FM-@0pv244mRJx=eT!8@4@_Y4vZlGd3_eDUEnEIMN4ke};>JceQ(0_ZkK;!de=aG&A7>gWSSD#{#xyZWBw64dG?ZAG!{)VaINv z9jj&8;NY7YDD{Q~-v0@2bE;>7{hcs6U5o{}T5gJw`D_SFb+ovAg#*loOC#P%bK&j3 zs=tm&T-e^Zt5EM37jAx3Tv}+r1;ILjS8Ha=z|UrNbX`apw4QpZ_~bhWUcNASwh9FS%(S$^-kNOB%1E zxbW+ZvAt$|8AL5_(q5a+foJcRb_z&x7UswEwa+XAfnDpIMKie&SooszXbu;|RYN-; z9pZwAU3zPv+`@bJEZU!ax(xQw{KE}&I8e3yWq{r;HW+RB=+bA!f>oc*Fnu>0ma0VP zB)7A{{!fZmIdEX}$HtWMSPm3(0#h$0aA4V{4JLoBCKw(pSeh<) zXz>gK)CR0F2j>_t@TNL_p)W3ha=t+QMYR(6y0+f;FufGMejm$xQ&9@)%Sq90aiy?3 zc13pix>A_%vzTCemcR=2e+~Pq3gO6>EAHVF`H8A`*F;L7+q7)X4`9*Qp@6jlW86lmhWsD59#9 z2ajzoAD*?#1D%?d>Jt_eNVD2n)^?N%hrI-3d$Xue6LEh36EBa15g_k_bh z!EFf>iE}`EMZttpz`mPRQ9wv|smz-T1Gx$I=1Ph` z$obw4AWQfIEkVdLSpO(EW>}YL8Calc9pTyecrOf(YT;>w1*6?r-%l@ogrklCe|p2C zbGV|WFij}(6i%HxERiaG3W?NLX+6IWWBzsZnN@$zVEo$s-!J{~N3~ZS#&Y(-NMP%A ze3*~K?OwmG)gO#S|D$HiAa(-Y`?J|yXLl@mdQ5Nnxg-K51A@c6hl21@-_0Ho48kLt z&p-Fhhhl1c`5`aONc@meCu>+8gX{EzC&&^Bc!S+lnQW7UW}dISjh)g^q4M-*$zxgA zcKeOu#rx^_k=yX{V{S68*ySD?u0=r8N3zwYz7bI6WEFMj9RWSNX`){bC*zBXE#7x; zr{d{5I&XFhW#W+%YXN&DB9{Aj^*eti;`H9CyC*6ULy*GlTbt5R)Ir(45R&fdn zvF>**-ATr=mnq>_4aiugmG?_?2?bAovpTf=Aq9y&F5;_wXxO!H4gXv|9SvTdKOVBJ z0M{t28qLcsz?gfTw^`4OuH@fu6uPM9v@9nkz7@X-|Vx?X9fx}XS~_VN2nNIMDC^J=a(QQGJb9RsZw0L zW9y69lcjiiWc=&Ug6}H1wyxr7MiGwahOLcFE<&X-(t#5TK24|Sut=9g3ECPS6%=RXiT#$i(}aoj+7=?oeN5y%T()(q9|ISii9Xt}jDZ&VguU`5 zrC49QWG=a|6vOz@%Rl@r#b3(|6jz^Q;Fp}Ok0@$PBOR?XJWbS%2{h!CQ^TYAG|KZ#BVdMbKw`6I2aIj zX1;=nx|@ETqh4~=^ z9Kuo-ZhVtxCMn25jUPRZ1Yv2nlJ zY}ublHrlIud`-By&}Z1dFJX>}XW(D6#1AG~%b#6Z`i+SlMIY`cZDL_hnu7S=W)?m; z-<#kr$Hw=4JLU&#*!Zj|S^n!D4sKchM{i1+ja$@XMK?LHaL0-(?=IN0kmPo5z5iYo zuKn^>v9gkdZI?4Y`UJ2soA9ci_K=O_07k$`A_toTTXhW`%8(e>wx@Nl49_nY+VXsG zA>Wk#^2rVkn*LMhyx+<}PlN5&(fu4;9X9`!ak&hWrXRpEc`k13dbzjeH5X&Fd{^G< z<>B!i&RH3?eC&Emj+RI%$NHv&X$ob044ZL%bJvcKzd_t4I+Tx=UMr}0hL539=ZP&l z%Q157gNz2Z9I1c5oqgF;f%0-M_K3MvqTnj|_%53&6kb_ty4bK9Z|Qc}uS==IUY>C6 zm*Gl0-G1^;7FOa~TjSXXfhshrP@Z|ZrwVVRJTq%~U4>y;WrYce)o6KZLWP%HgHQLe zf`_bYal;X5(7IlW5k528QCf9)e#3fyW=}2p3dYO7Jy463$t4C%&sv<>Qu*tNO)ZAs zsK2tJv=;M@Kb{$yt3?BqvbFcfb=WvG=c*uFkD+-t4}W&5NApu>H;r7Y$1feUdW)HQ zR9LciGxb6}PG58J{_9eYN9_l~7Va4~epSo#u1AN*e`W0W z^>|Y1l+sLFJ=)z{vUdSRyrQIMczd!QO^9Ndl->0xq@(60Rau7{8WT&6{OWK*Q+S<{ zY#k1y({^2#uS4DZV#(VIb=WTApzY*PhiQu?{&VrFLjm#R>(iI(aGR)FF4qIWb(J`H_qgZR_)7doXz-N2R*7tXiBZCACDM)5X+94t zaP%e5puD~u>%(Ii^f3>z8_2_Olejb$7UQ|0>4yrES}OsurQ&n2X(1WdWYuACuYnJs+Ef zuiuk-RDj#5&70|Fg}7;VWP*@&AvT)SW!Bdg;`LP_9{>M8E3NXB9f~Q!>gOAR3!UbV}{>If=IXZl|A9U`M`MNuF%h>U_`mI8|c$;kCBIZ@+J z#w`Cvr7>d)?(9$ActM1Uh2v*)WP_-9(}mxmJ4D4_7C}FwEhy+7`A5`gG#AA>PCm4@ zA)x{D^OSmA4jxfAi?_-08m3h%SNbs!`aGh8a=F(M6(KkRDUEJ4897~$}~?8|s8b42ajo(L?R zxsqFL8j4xDqk5N;LQzBZrhTbzI6fBpGjB`_$5>lN=IH52>^SlwTuJ44=lUE0RSSy53lsRIw*Z z(;HR2SaT~C1JSPKaJ$SVZ}g_YB^OH<>>m8a9(J&Wlw*Q(MwutzT+EFiebNcY2>kf! zIN1pt3%*|a(_sr^k!mlrpBsTdpQWAV;(aI<>A{LFc1GfK_h{1fonTh^@5ace7aUTs z@>TBj14&sm?~QN$fb!epMWu>2e+3+n`GFmgnQ|U4SO7=~#NfA1cpMf^<&@0`F|zld^~~Ahqn{wn;^R*yc~oM`y#~ z>mr-{Bg`O>N=U6U8VLol6XFe%+k>D>WL`z_SSV;@Zr&y29Ru$}{4NJCN&x;7)-JEW zM96q*cf86X5xgA^-TeA35o*^Q6ib~TK;?_;nj5bZKqXE!ETB9Ax-eKM-IV~pUYN*5 zY)*%?sN(9|XR<+dZ{%Zz1R`v>JCpO{EfIFMam9ZO62be7v*qo_M6l=*FfN(Nf=w^# zuM>r{fUTU75TKL^nHzdHsOsmy#n%svwvOb2Vv!3az%dVscgj6~rcZ{FTUD+?PI)ly z8+LcbIS;$qZCk2ciX;^phN>f9X;EN3hiEO)Mh4Ys6V`9b;YMo!XT+mrygYKjJNYEPFBQK`_kGW>-09tx1%EWesQ zCd04ahufK&RNw_UksRh}z$~e}b90;y_ghu|UhmBZIi=2PIgj$8Qg(_u97%_hg(vI` zlxc9%LvXXB85R8JN~2yLqkwgLTyn=28l<%G7hjsEL;Zs*ljq;&gXw&c_SOZTxUA`? z>g30K5Mhq~iCvZt?JE@A2gr0dYB!MKph^eVNv5H+I~DYwU2?tlhzeg$?a(F9=fei} zI=$_^g>ZNK(!jNk3SpV)n%TK0g>ZjO>!UYO1yJbvpTxLQK8(wrl2ZmcEb{-gntThgZn#? zP+>9%n?b0CHVt0?TUw17bb!^p=~Lx2xV*lj-=u~H?WtA684sxNd54tZrN{+-tTFHx zYs>@Arw3=Qp3DVZ!V#v$DiZAaw)x-B1>gK}g=`8Tg#vF)8U|$EP$9ZZ+&}Ri4MLvI zP5pd81EtHI&$b?;!I*6I`0OVt2p`vF`6yAq?4ay{9%C|iq*&3T7I>?ivagrAngW`x z26lhxbSQ1wer~k003<~!Wj;$40?l-}W1vkDgx$>1OOz~vr?xmg`LGaVE5V+1xe#>5 zJ)A!h3&BQqv*k`+0T2o%9g6Q1!^b+?SHlgZ(7$0%Rj)k*Jgu*=Lby!+;uZs`%CW49Gvf!u^6K19ppQB=wzV!mH>eFVRUByiYLBZ@BpzrzVTqikorBLEqoB<*O8ZR;zPJzMGcPgpigz8*WoM= zzAxjKiGJWh7j5dy1}!eoj+3O5E^xuL(Y&)ql@A)6D=+&!%Rwsma)kwQ z0p{Ml*VMeqft71tsPvH!(gteRLbdqN`aXC=haM016fDcrGv-3nB8`({CR~uOPK#Im z&V%`Xt52xwmV>7GI)XPsjZS zc3cn)Ow&A)QwA$y_FYALE^Jxe^h70v2ia?zQ+5mSVUzT;5RNq;+$!!_%G>f`J@db{ zOR{*Na?Rt5nj{Z6YlZ7Hj&MP$!hYpwn)#;bfg` zutzr={7a9dq?wk%P3Nw4WjncGc7CuX)|3lRbCniV-!6ltXAkQbJ1+Epa-|`}g9D#8 z?NO=@U_)b`Av->S1!)2ou5;y?FjVotSgMo>J4zPOg9cgfIO|Dohyoj23pOVZH?v_% zaH*vHcNVBx#=830vcSNu=g=b+COC?;-Z*fH0nNrQWF?Q4f?spR5|N-1@Z*u^?OIDg z=7L-NsecSOVCYe(row%HFTVM3mibF4 z@IDRZQgnD+3kuxk+iG0X&w~R_RhoAQ0_2YBc6AfoSuxuYBzoL0=5 zr%dF*eHHhV)iRb>ka6-iLyI~HxS zEeQg%t$S|P#>3>)+sZxG*WsS4Lb|t5G>iwi7T{;0f( z1xipxVq;V^v9fw!byKww`h>L^c?;{pTgM0yg}CFmqt|$6wWbrQhlPl|>2bp&L2s+t z<^9mZiILOs@+z80+`9ZUGy;>4a4)o#hhf_N!xaw{uV6MWgtUF^GS&&5y5IijGWI@} zKdK(+i(Eyy?Tar5;tnB{yR;C5DbkOWM;YN5=kd%yyFLmt7RE+oS6;_G9fuEuC??|l zYvISg4aVY~jhm0i21nt6E5=So+@i44=KK4vS0iypScj6eSTt5vY1N+$jK!UmBbz*m z58&1Nw_!XxoE0nDvne3A4(6%z%2`(_a4Yh$8_BX>RbC$aPbczDJ`QU>=Es5 z<-SVBv>j*M+>%o8{UYPCO@pbZciF$Z@?bjd*>}v;f|H5rsVc5fZdu5k;0Uc~C!l-9 zxt&37B;42i{PV5r*{CU0E#~?mldtzs@vTdlxK_4OeD8%!On>;~ZDTXv*4pcL3uI&W zzXpM11_4#?9lgEDgNT<7j{4K-BBd_DM{Jf}0DU6DCcl z$fjntOPr)4H&dLo2AB_#PBB9fL)DSTzVZ`Gn7lKVm z7`c-8JhqI4O=e#_?FPtb$7t+#kD%iD$U?bOB{cj#Ds(};kbxWB@&oUQ)3K#{MM$v- z6_+;0O>y|~tF(NUPiP^dP-Sn+#9j*8Iev^Zai*f1RczqR3>sQ09+iJ{gMm__O7DJD zF>#-NJttg|jbW3~VMhlUD9s4oGy9o_gU`1c-S4Gg@~}dRVK)s`95YN+wdq(tQ-4N( z2?JBMDfF);Gm-SSUSyji3$^n%3GuG7F&Oq%sp@gCGB4oc{%$r7Jb7bLYRW=k5wGxD z15ErLujERCq2CBSZCMvl-t%^Is!pdC|spN}n3|(wfyv>u1qGwMgln8K8rhBmK zSR)7LPA-#k+Q&gF@9HqpJPRW<2KQJuGI2U=m0rM8CTc$3YL-^dMD25eaZ7%&Fn?oO z$5|yd{&RabeQSb^OzpAk_CyZ;aR2+b=RYpG=6DL(Kj6PNz3k^FOE&%u2oyfHnuYq_ z!s#yJEZjaVBEiaKVw*^ihEx{|+hkV%`?8UZC1UIqnWb!eU);~K4B=ps!Ks-Cy&Qa< zS~98{z{RY@zPN=z{`YSw=G0L(%1%tth90x<=@nCzD?h+1RgrzSeV&jZMK9&DGO6`0$xC@6{PDwxtYbaYncp z#y0G>x8UNvxRY5%d_9y#_BD%)^WU-caaSE>qyFuM3)cT}uy^^a`o9TznTayykKq z2ibc5V>!#YnB7B4^*_YLfg^q^8G<>OJ0UEnc0LEA_lJ@G+r>l9h9%2fZ}5=#?!4{G z%pBD3?NOU|<)WKi^RVaw2aB#_9buk>s~Z@fEcbA+bilrH#(|3${-_s}Oz`7bRVz9j zpM!-rySFn>@$jM2ozJY*H}R#ZAw5I?CO)(Xu%40T;p;nBoj;t)LC^kAU8W~trHyh>y6HmkiEB9+s>G0K(&3@*sNBkzojlB1>wdb0a1&Wh?ef>MZep8f z?odw?4^tXX+}2Uyp~JbJg)`@Pn3(G)Gh4^Q&~2ypJH*|@epYa(`@l`?8?5>p7nF-C zCG?e+nt5nZU9Ppj%|&aRim^JJi$el>HNtOhV!G0~57{qnqT>d~l%&16ID9_zPv1x` zP85e+-kX<)qAz?ExT*PQYah4D&-WH)>^+>o_>+$T?+$%BADNG0&)6|mPWia2-;!q7 zoR1Vq&%q6jw{SM7;a zkjI56v(VoZ{__t0u~3_P7IOzbjiUOF7kBW|?*_8Z*d2_n^NpF&EJUw5xxeK)MJQma zeeeF)BHV49Om|2tM$PBR`!=hWV8Y2E?OR4qP7F<`9n zo0MKDN=*xUQVU9vvFG`xPdm$S*wfB%JCRDdD-InKIP27UbqOm7(MC#;o6s zW!M@UtC~MmhOusPTa{OoV}JDN&!t<+(W~mCjm61wOp@Tq{0J(?sf%Ni4$kH1qZb;r z^l2Gho%mFj?^T8jlnnS{S%$9+UAk988G34JuWI4@KX0MIj_@qQMcdjRT_ToYk~YQf zOkEjT#~9r_K3ax#hTos8>W4S+FsF7=VK<)}=1%Ybo#kP+x1U%)pFc9n3$&$XJY4R0*7BtbpD(?> z{~gZd;nOym_WKn)d_vtY@1>f96rVfasB5@LHxw7m@1)>{eU#~$016IJBZD3Ch^V+`h<=xsjWnI%#^ASESXlag(;L4m9Dg@caj+)~ zpA7DM|Dq@x%VSi3rAiafOXy~piU|>at*%+`7eYX4>+uH4r7T?U+b9zFGy~%XSE<> z=Be4}8QhrIE0u{_N-N^+bTe>?_Bx@6!x<>5t0u(L%D{}rQ^zka&%{7Nnkai&Cfa`c zv0;NQ-_K-WysXIrJ?-^p>;CvVbF_TTeE9*fiP z;h9S7e|)PvDEZo2C=Cacw|%%IqinJMkFu47%2mrL((tL!`WAtWyZzws593r;eb+ zk&mpammN@mcUx}!tOKs|O|P6R{SP`i3lbEv9bvrm8P~JM4aN^maW1`dgUXclO_76c zKu#ai3-&aFNN*}xJj)Eo_N_q|-L0@DW9C~(v??e|iN4rq;11t*yZ^H}=nc8Ual>b` z{lMGD`1&c+0N^DhPQ!k0cy&ZMrFNq?cpVaxm5=d+<70vf0^M$4FlbqmG3pN`KW>-k z`G$hV&(j45sv<#G?y32$kSGw^-Jib5CJH87mE^2dqM+$i-R#y~kuWgRF=ZhT2`vgj z-NN}1AS`)qUun~I*mCQunBH&_Xf>+F>LjMX)zSC9-N$dh-0p2!0XuI%zgRq8Q%ZqZ z@zL&<6G@ORZu!;OED;>6Qs1f@IhB_M z9tZ416}ed;w)#uj>8eaHO()$8b;$tj(koY9{7eU@+}_p-v2=jy-ZicJvtW}y!S-q$V=Do21;{XJXXH)nx&?FxxM z-!kFbVmtAk;Y^sa>MZ<4%z)a+$YZ8&vY_>s{_2HX0$lt@y4agego$n1#}l)NAph7T zRj`-&-kSVg<9IOWXO~mCP*2 zm)Ve{(nSEJ+saS+a!HUbxGA?ggAC8sH{?_Rf7~Mp)J|9el*^SWzO%UG%F;rnF7Z1PmlTDCc}lSfRVX+5=e8LvSfRR@cof%Mi`L-viCIAvMuOf zV13ZErkM`hJMs{6gaP>xIlNCDbQst*?VIR82MhTgk8D92NK1cBE6<~VPNVMp;yN;{ z950D&|3HG!#?L4AiP4}`eA4pZS2{!+t|grPMu*R;JCm!2>F~Pd&|?}>{oRFGeY%klH0z;RPWlgRaCsE)nYzD11$>cOhk2?9Jy`g7eyh5`cyWfGiWD)_7sx8l5@LB8_m zqfrm(@FI^DV!Vg1qugQ7q)Ivj2i9yFw4s67J@dOl161%+R>+%5q`+!dk@>1*{ySfK zh2K}x;Ys*AsnuCzA`wC4;kPIe^jRAxco-|UFBds#4< zD{8s^01K*b&y^972|E_ci|3tVz+8mUvl$^eX!RQ&7(2+!q6MJh(u!mSywa=3X zAJ=T?JXTDGq~?y)?r16q42}J2_NIYA#II480U9(tyEvW^K!Zspv%oEt3MJ$f%g1G? zFn!l@E~K6eOLj#hJ?JID%PymB5xWT>@Ofxdw1o^O_pJDt$>N{0|NC~Y03AB^atH&? z42Z4}8EW9yw~74t?Ji+DSR2SrP8Cw2ZJB^qq&7b<3$p)qUnawjMZ5bS=MW*Gu?sl4 zM5xq0W%=SI1p{}{Jh5%{F#y(dnJW83pyt9D@B^46uYP9L#?HOTt zrJN3xf!P`{`g9=PY*Xb7QXzXj$>7H#D(ILi>)hqnv+>$9wj&40AZJAX?kPus7Uue> zDs%q%--%*Ad_H`%JV>#sPAL<4n6^9@+1>YV(H)`}*4T zRfkx>yI&Oa>>?YU2t*}W9bm(&v6DKhm$Bg9o6948o0+hBw7odv2_4KvUw!rPq`{UU zksF!}e%_iZ#>^c^AV(1Ox|2hJfSI2wc6ZUi_K`Mk#X%-i+N28^7c+spv^)J$DHCK5 z_#ckZWkN6c)JZ2FI#eGG-rJnS=cwnu$>_%vcqKD&N#-3Hn#J}wN$nuQuPjkd{Z%CB z)eLgZYotI?$z5NgI65RaCOLebr$dR9f-dz61BA|2e4I|DLrbWtNjty(^jU`ab_Z#& zT`9wAg(n559swQ7zsd06hVhf%$B1xn<9^NyV#*KO5fv30X6|jRSoup+qL% z=9p=DhZXYkHKb<2_G3f#UK1&a>nwP!eI}7B!RO?c(dA8aChWd2w!L0~1OB#B9<()F zaE~_g8-+>E8r|Q?NapFSDJ2&SrXD;*!RTvNy zxj+y1yOmVR0qykGYc+>Ca6I+Pa`i?wgin0$`)~-?x+sXN3go9k@84GdnJIR4Z8WE~83^ts;uu?|f zodw?pL$2*4GT_OM%*|^rv4HqZ1>Tx-Ac-B&Ij6@3MvPorO*j{Fh|{KOkz7zK964lX z$ORcD^cWC1a53*D@5ulg*k$*>Y0k0WUz)c3%hfD+wcGv5DSZZ{ykGlr?g0Z9B3BhK zud+etDux>4n(ixxJ2LNfHK`AW7jkr=8nnktXs*3QoUC_ zMaP*yAFnp|dc%NMPO=$y_`Hq%aK%{1g8@xPpBFExU;+Kcu@tT}8~keT{UF@nTWhUl z%hT8p(Y~c)VFMe4zb8$fH(|jNKW>MiI}Q?BrpjSt+weT1J%3M zB3hb1?{_9MH+`o=k-fi>D@O!GDe4UgBX1+oUhX}+InFH8jOw_Cm88cq4Kb; z4ec8l79BV`B(#|XA6^n?%bY3TS7|-1zmd;{!JJ>8Gx&YE%DBZym;te-tI{V$7~u3> zX{Lur2iM!C!W#|R zp)L-rSo`P=^)(0TC0=@LQRG10eEX@gA8c6v-PVV7jSU20_uQvT+2G^WU+%}}bjmE# z_-7v-%FI->^F-JH7AuoAFLHo(Rnpyb6BkZB`I{7I!v)vjMU9cRT)46)?~LCTE*L-P z$c^T6;B0xH-_Rd6SiKTGoD$E5cM})$-Pf=|`bfO>OaKSsrI!glddr2Kfg_=+QaLca z#P4Uze>tG2^Q^gOZ4M-ybmytLb78aIqU&C}xsYqR{&#g42k3Zun}-Mo!kk^ z;_A8w`TbldTR*bB(=G?T>-PI-cI80-wE^S8*Ez6$tbV7Oa}LC)-0N92!UawBL+abK zxu6sDO=J8&J_pJ+Nx0{*VT*^O$HZPXs5-{SYi4rb`Ie5TBYYl=+z`{dG4Dm|UZ zWZN?!ZtheuE050&`Hzp5sBs`v@O#ZkUk9KXhm^geblxCGB4P0=JUUXbq;K( zzQo!|f5qqKv1f{#`8AI}0leQc%oKBL{Tc>vo?@OV|Nj(McRUsD7gpIJRFaIcQc*O7a7tuUqHHRA?@bxk-g{j8x?HY( zDTH#0BBe+QQ5vdmgk(qg`Tg~L&U@bT{&CK8&U+rgOCqOy0}3F*GO%=?APGF;SQ4(h zA^}spLEoud5-1$}p;=Ktf>yJXIO8uxkigc&XP!_9mB+f4Y$^+YP3lHbn_fQn_gpLO z+sK9fZQi2eg1K->FXxW^?>x{rnw9pqy8win*M-$y7656y`iQ?~Aw1q$EcA0BA3oB% zTza-UALuh(r#f_UVR84|MTC>cku% z^GY=T^UsCH$K3KI=5k@^U&xGEehvh(Kc5h2Bf@HX206+u8{(5B+hTTQL6rlo-%lq4 z-t9d$`!g{Oe#R&F?AV$PCaPA%`u$nZ4s45i2Z*q?@5t^ygG7ip8|3zOhzJKKHRY@p zvq2#!diG&tHXP7;W;iU91;2$xUOmvsggQP#ZP>qbIJ_pl>(Z7CcuJS`+4(>=*o#s0 zWi4`GC6chhZJh(*`xOEgZFAsPj1v>%G7)Y@U!@ZzXTy4fov5C67X0|N;Oyv<34g`( z6duT>1HZ|UnMtoq2%XSVzTA)vmiIos;ypx!7shU7CP#@-_L)!Lqaz!_#JeB7+L8r_ z9p=K1HD!Rh)uepuS{jtn3%;AUn+jC<^A+-f$#A4WVfpusRH%H${h&uC9r9ZHo4?&j zhdY9n%)1TJ;nc3Qy>^>%#ufP+NxG@xCFC6~y&OPsa76B0<=2WbS z1ee#xeXQR`!0u)%TmB1SaAG3KW!{Ydg*(o(8FJi)8*4(!8!Ns*>#bOMvEdAQ2jb0o zsa~-DBdqU`%5A9V@=Be_BEaA7DPi710?^U_E4~>P2FVOg1_G}`VQhA5o8Fg?5=BbY@Kh9XfSV>9Wz7QR-ryXzps-ueTEnkgKX&K@@ zmJhx6?bYCns>cJf?N)G=aX0_I%9|i;=hPd>U=HrI+Y?8ouY%DQqwyH8(=Z*9G;pOr z5AQ6;ULFatL*>`OFUqcY;)2b{dV;(k`aGZ6D>Y?{vM2TKU#Pl@|Jg4LwLH3sOQ+O7 zX#Um3j%p#_YR;SZEv#xmlfxD**LpXMi#$-;wEaWiXaI^nSk|AX9Ot>*vzz(oL zo|)maVXN>*gM+GnLJRy+D^No!8GLYAL?)K$SRg*_>izbMF9fYcSf^r+5|BQ@oHwC3 z9QV7@%WMb}FiIn+A+F#SRvufw{dmS3eYO5I$$s%hE%^cy%8)lUZtEs9cL!j~<(&UI z8-mdyZT^KZDGZJNeF&mL1U|Nl9Dn9`7_yX~7?j%x!@DL7 zDVgq($eKQw#i|sA5ywr7(pjRBfeR*&?+HVRv1${;_#m8Sj@93GA`lI3JN4%h{Bc7| z$tS+g7o*1O!y9-4aWRfAThS~CS4$2)mDLGF(c?~gp3f05?UW}u_;e&n$bM26nCW2y2^|ZoV|_xdtxSxlY+4*KJsc_N&p(Ri9I~h?}VS@ifem&&5(DZ^}1@N zHa?ClJhanL8wr)vU(5IP(b*=-;e?hMZu5O*S;}jVW1=E0#->g<$XI!hXVo3MW{I;F zKYj4mXu~(v0BhWTd{Q{?zioJ*Kk;zVS2?JR?jC=ANDKD6`|N-3rUirF|GU-|s{nz7 zQ%$)oTG;WscZ%$&g$8;<&V61cn8q*3kS=M5+Jbh|BmSCrn3VItq1zM&@AUHy7+FBr zNM6v5K5Hm3y~Hs5)f(=#wdu0vTY#L%d47#DGmuo?I$o`O4sLw?n0TB0DklB-{9s## z5n5gqHrwK8gtbF!1ozqP@lU&`<%C*e6a`2%fFCXt@MD&$=;al zCC)&OH9HVJZv)<=TrovumSD!wt)U{X3m+rLhOJo6<7ck@tY1bff$iy$)T=){;OaCz zw+OQz_>Ssaa_aDhQS+DDZQp{xtVCLTs^1@??qyD^5Bo#R^?WBee;;_qZgW_W*Aw10 ztNvPab^*P|%g1`iwqR``D(x@o2i`l2G#H2>FjgTDIdCNm_TML(tiFnX3l9%espUpO zCZ~?dtMUk-@F-afCPhH-QE4l&wlL_7^6gR13j-kq@nnmKq0n^WPx*>o44k=synSa- z0;r4LteN|f1SVUvB%F!K5P58I>-Dr0;J;v&(%5|GQmr_ogk8*1;im{rS6$5Xp9i%8X3rf@)OF- zMJ-v-XJetZCY=Q>dk$S`m&*jn<|CzqI~j2L!tthV+bpP)HLO_m&H*B2f}xU<2f|O{ zcSeNeL*tu;#{0ARusgELwEboQgblL1m%LE`+GZZF7JTzzO~`z%QXmh`>04gD{3HkX zDJsN&x;Zc~a;)ss_k1Y5!Xa(kPzVddx@#}!NucVc_qOv42_Abn82t4h0fXS~VU80d zxY0Ay;3GwXdvrfyJ4T8?SY);Rv|Ay}bws{c*Cl~YUxsG$=VI7PFfaTNM~2otX8uQ4 z$q+H;EtT?{3<<&}6VHE=;STrwmG9ML2zCf+Q&=g6m-`L{^|TbjV*>qF=P@$u`IV&T zu2>3F?twX?^`+o^J~*O9oC22;9nX4OP~cVliJgDVDZubPmsL!R0zXG5R$@F$VN!gy zu}8KPep)(_d?HHV^1-e)oA43{=Wb(PG^0SwQ1X=9zcMhixZSHVqc80NuChPoIcX0OyC;a-tg**khnTd!-yc zrM+TNCzQjB;OUb1v@(!2qx{zAFM}ubswEFJ%V8~2j=M^c3hJ5#$69VtVZ4R;G%CeIDX{R%JH=yHDGY@O{7Cyl zhBC7c8jpXMKx$QDkLP9{Ef3O4&dX3>PYtbde@lmx5teU0G>Z z3D_UcKmCfQ1WsSc9ea9`41-;zg;H0GK|J6lVcwMl%#rn5Zha?#l7`w6y(SqZ9ps9o zqR6m#{(JA07&2`9Rg6Eh$pcLre$wf&VjxXjJ*-z!45DmjO203Xfd8|W#Ex(hJot2N z%$0MKZ@=B066=b97$GX~tfCmY?5Z_S8Yhl1M@a;Go4F+7*SBP~qsNEuM|Fxe6A;mFFZ(q^i$4RwVwlo@qnip?p z;if?&C!s^wwhp2-=~;I=)PhB^SFyHB4g8SlP`~F{4b$IOMXXQNLh6jzYp1q4VDO-> zR6MK$3iEKpuI@Tuk&AxUm{bSNGx9BEhP7a)MAe|Pu7MH0!oYu<@qaHn3ch8i0;WpC zyGHLSAT#b;^2iKEqUeE2J^^HLSu z%kMN&bgzWa`#K$w#uZ?4q5o<=GZnZwyd(x!%HZT;t;v0fG5})D3%>Aj2wO`@xNNi8 zcZNdo`KgOxC9+yLTkI`O7jm`N{k~~Koqd=MTOD8w^(#`qk=lS&w z8De?z3B{AeAdy=~SAMkwp7dyWUkomVS8ls5Zwo4gQ|t#b^lz7fi8aSx*`5-3{I}nc zo3{j(_uk>V)Km;F`Uu=f&q;7rai@*un?i^(y69xeoexdiL4M2{g>b!Ybu2}R1QE^> zJWMVm7@rosc*l|iWmK+#f6t1*y-mdvhSvxxjmUDI0c- z3dKID&V<6Bf*;?eZ~ik8(bq~Uvw_FL%t88M4tyCHuHLUm1bXw+52g-f!`*PjitME< z&`R_m(eY(K)O4b)2!9&1;8$Lg*c5mGJgY(Ui6Ge&59aGhu#1=|%dD3Q(cgK>@7Slp zfI)U_7Mn;#+f2i3VnkkLC=U`YWkUK%tHn z2^Ty6s4202$n4ui$()lX{1!eC`V!h)6;0Za1# z9eOnz29X0i)jSsnKtA%zYIOg{|-;c_2Av9_tzit z7Po%kaRBf)j>{Z9>r;9KF-Am!jhp7M0a4j&r1a5@b;Vy3;h)y-p`c*wOyhxWx6 zv#W2Jb4dr`PW5(OmAEj}BUt1NmPaD5i=Ka1dMx^Gzb>j)5`zJ1xi4M4B5*#a`iIyj z0`fR#YVSq@x>C2lUmy}tmCm1Qcsv|aKdmY)wnyXHJf$z8%dtpx`tw_ul?wVLH}z3^zM`%D@;on`0J?S@`(1v*h`uY%M?(e@dGB#Ps>whZowU(w-kE6QF;h)-$VR_e3M$LQN1Ebsr6rm8*6JN=#FKP$4cF!yk1%EOE-wA)~%c$;P;_wLVylu05!yuhJyXjd+Z zm`N^FDCVKFRaT+Ukpg_qL=AH6%*Qp?fQ-CtxhTCVVl?1H#CXMT+cGSPxYxil(65Dv zMl)9F6$3fQ&1bqnRnJ4gifKQ_yZPuR+@raAt_TBcZEGOYk~R({P=0DX!N0F?5`y;6MFabqb@U*mb(7LRzR4Q#|M%P-jcfvd8&M zF%aOc&qo{8?6@~IeiL#s(n0}8b zVIsBy#~9C9Zb_pe<96Xu=GAhH$EUiDT2w4#eYd1nKt;Ep)i`^h3iL=}OgsOo0{v{x z`kQ{LL`$hz0s5RO6q`4BruV)Y&j<+L&0DU)z2rF)1+f}jSKrnw5nhdQk5e*EI8`J2 zaqZ~ydevBMmv`*7V>OO@N;EuYu0azXvspH}TKx9G_UJK@I^@4D+tv584)^2X`rFQXXXi~dKyy5-{(fgXvi(a_)AT&9=-TJNVcD-$L7*&X*xdjNGkT? z(uuFfFY5a_1eohlJs@77)s=?*;-#~nq-Z!i8{rzdjfTG)S*5ZX>M(11;F^AO9S*{s zl4w>MY90EyI52HMoyx8+Zb7PC4aMlWRIbR;+xyg5d?PCQE{^i*5^|j>EnKBG(`>TD5 zrwk7)2{N!|P;mJG^I`RK6nrKojcS)ExPxnWY(AEPXUD`|oApqzzw(;JZ-p|{JO3aj z_F5Two`2%orCf^rn){~jHj(kZ;+}7Hx5&6vf6MTmFU9yYR=z@{vKWOX)&CUt7vo&6 zZRF@uF*bHOnM`ipGmSC-ZrV@AfdFQP=C34t`Fwi*Bx?~e-@2r)+fjgz;vNueP8Q&W zOJNMO!h9ST(!TcWaXvPXQuAJv7vS12KZillLi7l|epjfl5E;4LSxheEp^#gS*6#`; zzRd7DcxH1R>ub%-QYIn|Z?qEbJey9#b9|DO!!7A3M_(Mc z_do{9stCo~M`vKq9MdqSA@-DD(s z?wR-{7l$uf{XV^}jzKB039jzgNYocUdNk=zIKHdazAIuCg(KbckKF8|P+aJl-f6jL zjADzbEFFkJmr&0hNtZYbIYW`(HjsdW_MJMP+9L7Or>&M(WJ2-oki`gz)*8nd z=8qGrjw@-&{zy$V+7@vt5EZ3_YokYQ;hnX(0(YJebsX@#?-U25sr4;YZH^ck=oYa+Y3p{>}$?xo}9a=J3 z4TfBE#l-h($%I8OOt0M492(_=dT-gcpSvG4p8fKMt?zp4p_ zVsoTVZn~)#TAtf*+7@JsA9+CX`_N4sw&Yx{lQc&AyQ+-Z{x>)Kv?}_6kps58eExHv zp9d06OC$axd*j)mU%yV+2cY^s_VLcn5LBM4aa?N-!GCb1=(v|R4!rR<*PL>~s{?m? zFXz}J$FnI@nJ{}S%!%Zhqd1{ zWBMtcvFmvE{?5y4pX`y^M6Id6>5T4iw;n#3F~U%XU;IQ~Jy1=IQ)VLSdk3_2Z|+P}mmC zzUyO92%IlI@#arzAarHCT=%K)fuVS>#Aoc@ApSUDF-zAKxULxt?Q9N&7PtO1LKp#7 z1QHoMw?)9zYbA>|h6v!<<0j+E6aijro1M?RiHGufx5g3RdE;DB^PN!mwyLAI+wL~l zu5!D{l!pLoxcc>F*C;5EiecEE90$L?K6Eb(ii0DZZu2@b2{7W}b@Rzk0?=Azi_d(I z2SEv;BWe6`u$Ey_&b<~3#qW+@8aWsPif?at-eE|D;cH|2WzAFJcI5YSoNH;|{(Q<} z@NfobtP?C22pM2Kyb^TUB?D3tXG9!+rbDNrVnM)08Whm}UJ;#6gHY3a!9a;r_*MD7 z8@Mx|_wWUNH;-(nHuIS*6v}}ojURs~Smy$I3`n9QvwbDxk_DRDg{&EWnc;_ z0j2jNFPEfB;1T=TEXRHte z?>H1iMXIG^&xAD<)|zpliRWqPE9Y&!Bgw!Ab7A0Z69yXoJ9g$s00W+a-Va0981VS1 z@+a#G0}~Br>^2)RkVbEyD(f(?t9jB<=Q|yX!zk*pUUWQiK60d_oPiCaKmKf=!@|fQ z{nws%ER?sNJ?6+NL{??Su5=?d?l#=>wN+-L=R(JU6;f=hTz+Zr;;uqm%JLfCuU&{W zs@K-`4zb`@9x}9NW)bAd=ROQ|Er!~xx>=F`D+YCKVw%4_2g_`9{sa~jLpz^%A8;>5 zWPRG^Qzb>9%r`L>7b(J}*^5K0WZ0-*_^Bydxe#`n*5>byWy3|K`B!^+5eBv8)~y>V zhQCC!Ko=%&9@Ex*OW5l2~X(Y-9Jw~EcpaAM*^te9svpMga(XUDC;fK%`9@EAKf zj@)edFu|Z9^Tam6&@{i98d+-RwlLBCXXmiF78750G_G;>VFG6I60v$ryfK_~kf~vy zF8@wqNIM+|`)1R=xzjO1@i0@GM?*91V}oQS6`}|Ch>w3Qz?zl5@*k>b$lGvs!iUZhJ! zocF(V_iPIAbjVAm{7C^;w61gC)I@`IHN!Haf{qy?PRT{%bi}#tExqHzfT9FvM*Lqo zlGO}ct0U+L_CJ@_`kn^&=Sw#`{h%V475;ooii-1HoTXML3sA9>t6ueoijt+$dRtb| z;a$^ky0w>vXR#~%&#tE9tb+aZ?E^HdmRWScN0f&3o}bmj6sc(HsUO6kJbUw^6aaUS%d# zor=@mb55F=7r_7L)TRfg@?r30=9`%}^Kk0^w|;B$JSf@kv2I>mfWDc#s~780kvuH1 zI!vDmkDkByX+Xug@|EB04XFr7JQ!Fzi;Af$ZENxm6=3(v$ll_@d~}$sKj(cuA1v{| zU&?Fp@bPG4=7nukNDbYLdh0;Lf=^uMQ!i++T5{*P;Wj#cL|Zc4b?JDY{Yz{4FB;~U zspy;&(4gr#wI^JQhVQ=^|GTt~hMk{Qr%bj}q00*Yy+4zVfN}4Khm@F@fAqqUmLE)L zd1Mc^TeEO<=wRYrHVY3=QopIkv*6|-+-~E`Lg(e9`sN2&kiJe=x?90SPV(AA;wPDi z(#cw+d$`Q&Srh|jvH!Zh!xN_l`7ohL(hzkdgiJQHI zi_4iwm3q_2->omXjKam95~(2oADv57)^(l>sBjs z5oO~fxqmqirWb6Xk->wJO!1Y`dpzvF?lju+j)#llor&*`@vykLdFEB{ps0M{+UhPY zUfi@Xh8q`6?Xd!fja=C5);!yi!@<8ngOko@xUgOK)~V8%ho5ON7L%1c*jK(DXFTFT zrK!pKa1{^BJ|Ir=F%RqSCiU%d;o+ZjgHo3%4`(KW({BxM!CI!b$-0;e_S=(NkMHN= z*M>hF+l@Sw<&CV}|CEPfB?q6XULF{GR_rV?;X@E9G!B_YQ+1EC8XmSBxYZL`z{8On+te5C;=v-+k4O<7a#I&}{4M39xKq>FcZ&ex+>PFmxL^AzBdIv8cj1A7eMEpp7t@%o69P0#o?bAvLjd2jtLOb62~fJX!jh&W zgea3YqH$7)(fT9(3af=+MASzRVSY6xI8cXh=dJ|E3pDdL9@@)4iA!132+0iJx$)895C zz+b)2ryMUKX1mvJX1o$&=gq^$AHGiW`Nq*efhz?16p|iV3o+93U+r-lAzsG1zbI)G zV8j0Ip|ec_+*{ap{gJi+AA&8lKfDpZJ)=*v-EZ1|{g5^3%|hglW}dqIONcUVZld3B z;dI^|*~0Okj&Iy@{_wZ}EnACX%>xA3Ggr^xrHBA`Pg{oSxbrcl)-U{2$H(|sX2(gd z={!o^I=Q1o0R8Aw&z{T>V$-Ega}%xrkH0EtjF|{v%k8#aL-?Rx98kLLz=zkDnQGEG zJb37~1!T?Sp`)UIfy^#047?aE{$*THR$h-h?#e^&$4BAqS9oxK`aef+Paa0&to4lo zd5B+r#%#9ibUmR3&Xt?~&sqiSeSzX!q`Yh7e%j8#U&ZKks%MK)^>uU>+rDVJu7tXb zu!|5^DxUT4LNN?JUfVW2lY=meH?Qut79(`woOr~9UrA*3Zbc^YumAGX_>X}A zkGs^H)ii8KQ2nv>Hx=8~h4x?jIo&sBl(=0wQvk*4aBa$YDvY$_G^%#dAQmv|*)3ff zR8RGtcX}{Am+T1iv@xN=@RsCgzheQ+I5o`7yZIOv*(%YRlZSuQ@S}2-xma2HCdt@~ zg0=wv&E*sdV$~mhcPz?tc5&)<-7sV*0^Gg{}JEOSw|k@e<61_i4|{7TB5EzyFt#3AMk?wPKGl5W09%#caFVsLT9TPt5OND&gMzi0^k`Ai7ke zQ6&@Vd;Z($P0PS|@!Kjh=M1E8zAt)bG7T%;uHT5;o`xf-t4k{KQo!k#m6)TJ1pk6t zi?SjUaE{5g@RUl%k$n5(uH`9^aF(JprlcbAz#4}9`!vKJP+vCVV;W+rxA=x-r^0_p zo2h7B3QU->EBk&YLqk1!WXdWDCl^IM;4l-Q@JY?J)H5C;u1iNV)06Ri|2%$tL>hj4 z6X_``NyScgHkV(PildVQON7>`_|<$c!$2kl*Zt-kYTq#}Z}fNl*)55%T&_2A%Q*pQ z-^U|FZ^c2iL+BrUCm!n`DmJ`POoGYjdv~hilhDr7ZuY*N1gp*4o^R1l!X^n{nuAy( zL{smdFz|>+P=~U31TzNTgQ}`Ovm?OL8gacJ5(+ao1SsqZ2evC2nlqx1G-dWHWos;W zuf-3=hr}Rc)u+7jWDr*M4jz+}4unp_W#z>^ zmob=|=o7{9MdfLIqr4}sn6WN8`o}Xn^fjE3_Gmr^KR$nT;pACZNOv8M89tACF~{gk zUmvjVYfa=Q_@LUkW0B%xcL-~W*r~23K-qCW#zh7Q{I*$ha`hGx_>6AwJ>VD#e^C2i zs>P1X2upW;b8shG?|+>bSGPk)S8_~ykTEJ_{x@U8A`=8k9vzk!TTSHT`eQ_v9VEkQ zgOL?duB5s7plu4mI?|YNec{!BalqyLNb(uQs z78gX^+eEYtCj*K7b1hxJUx8%j#|h;tCc%VpbNTqF=q>V4f$^@_I+WBE<`fi3hmqF) zCH)acBFOO!(|k{a68(b-PwsvWCi|F~oSh26WYvb#*?TO52yLTy`E#jYqFUoDd~rC0 zFielnXlxH99-i;4?Y=}1Ykym_qno2idaZ%D@ugVOchqM0+5Tu!`DJrgqiHyCD0Jp6 zQw<>nKF5|W91J15{TBR=Ss6k)Pq`HacZ86Ml%HGnQ9?;Y|MhwqP6Syi8m2JxD~dc3 zzW}3cvE-_H!Bt*G9Fh5%+7jIpMIHt&->v*2oH())?;2kUC1ZTLxqm*A@_l{gmp<#sU(4+}|uRoJs;8?RPKJDj=>~s~kSx&L>d{2foNg z<&#P(NA+=AKDj++Y-T7dAO&^<^|2LHVn?BW-T9J6Ui`~{Rp3M?qH_#q9a+a9_FF9H z=09bSu1ozEI@=kfK>nP>rY<@Oh?alQ89^sbae03#9Oz_t+(*{@D4qB(YR)kYp_5&E zZ}muvG02QBjRT1q3}O+;jVk9e$l}>yiNPHV(*JeKuATY}VrImcx8O64gh|G-Z!D#e zGrnoP@l+~FJfX(@ahys*o_#lBdQ*wh%v&E+Hc*Mt!OuQt45&m)T>i7HIh8CMk(@KQ zo=O_$v{Vb4@=5vV45QkAdBkkw*rfq>9*Oqt-M2V2kLV5m=zkrVM+SngxXZ-lkt6kH z)-5ED1T2||@m`)!D!Qwe+F9ij5yq;x%x}5mg?fZZAE6MAe%(paofKkr`unYto*ZJN zU-j^Uc@FU`W4!%(Du;|}x<8tGD~GIAX$U<+&mnG~4?OAFK_Rr|zD?@6Ipph;`WAmm zCb^mS!Z+DAg9Nxo8_$-zO~&3^iyhHTCtHe_?>Cw^onMD(eWg3niP4F&i;eQ>WKB@g zvmx7bVs}>R)QiM)GBNmK?7w&EB;S-0y)Yt$i1B=1KjS2kS=}uIUsDo^$;Loe-N*6d zU*U`3-)G{9Qm6h-$3^i(hjV_SWO+Oh)(%&ihs6{56L;rr(vBzj5nqle8po5Dt**`4 z=c350#a|ztGYcijUzhlfwB920^u_y2vw}#5!R@R=?`{(M*!-X45;w`~*t^d?N^TPU zaEqXG_CcgPD96M2cMw^%Vt>ij?^j4gy}>G0?|Jfr>c3!C(OFX75~--*VMjD-*NDH_ zcz}%6TRgfrb%^L4qU@4=ag@|%Y2R`wawICLKPCEGoydy4HUJChj?uIyNKMTBTw z@R1WKbitCwza27$=dnBIUt@>h5@J7v#+_P!1#*dRm8>^iMO&`osp`rraLAUdh9D9G4#wzXkS%tzJuWLQw5H_`OL# z4A~!_oqz8c3clY7&ARiU5WBwD^OE!}cn|776*CV;UeLs%`2IkMo4W4cuDpfTD}_TZ zkAy+~mCJsQ6JZE7pPk`8GXgHNIBP`aL?H2v*I-S4D6C7QH4K=cm~8m-!p-y+4ycYw zy}A*Mz6crH+K@1a*7&NLx1o?WfzWIK2#=-UGI9pL#|^GIs|Ww#H-CrKtHWx$$sG4zWq`N`Taf z8~4^WCt$|R;Kcc767Vd*;vZK%9(|>i&g0Ybim>WxRml4o9N*T{QFAZ>eP!A2wpJ!V zwZgT~|o-BlsCaojNIgmP&HE`D2n)=lOPc6E0iUNPqmwwTeV zUI`i4q8-)A;onAHZ-aUyZewCV=FjZB+qh7|ZK(^%M4EMySCwcEZVbpbjhxE?7{*Oq ztvT2ke9>j6NDl5wx7H4*W`i@F&Wt*o1)oF@Gimuu?0GClxgM5@GRMx=G5;KBH6IcN zrBJ{YSPMr|DL7v;cdN@u3Y1cMnx#i_Fqlv!c&LyARrc(NM$>F8ZT|by(k~18-|{r= zbuuxWq#eI!T@I#f-?WTrS{_-1=N8Ywi9)Fj&9R@-0Dq1p@zPWRc;Q_?tMSk z;*^cNo~7QG|71bBX7OhS>r8x?)#fd!$iy~o&=Vz-9LO;_!|$(9fXO>5>enbJpcJ|K z^;2-7Q?e>IfC5TDztUG33dnO!^WyzExV@ypka0a5fs2eRY8hFOUzM?G-aQHq?Yf?| zEHM|YcRuA-PGhJ;d2z|JT*%&JZwY;#i|sB4)2EK-;*7ndi>T0I?KkyksLp1#k;3j21y)vNPSakA7|IUyha znqJqc>lEOLdtcBj-2(Wfj4oI;vjB;q`!qPo`KbA?$!gZd^%yY=0< zXj(`8U=p5(i|RFviE|3Td1~XZTY-uo=QXxBY^m6^ly32_iV9j?_Lf>jDmrtoi_N@R z0GER?mu%-v%kTfXEIv0Ml=T-5UDC?OihX0jPG|D5dkeQ~?+PkZUd5UJ%BDf-kry_8{U2+ zgpOa%_c$Xd47}OAgZ)sK3A>l#?Ad3SkQ!X_F!>Y{k?m?zZjMYm;uzO2Ud4o^M#;K88~qF>6dwK3~1gniH=EPp+&m#Mlrn*8k^b+Ef=yO8eo?lc%6;CbHo3q zbcu~FT3o!$R3VuE*=g(zE5yd*IgMs!g%H)_+T2ZJA!a07&+ZT#eXd$T^E-=R{6_uF zaA+|U#3Z_x{3wP`n&pkE=<$A`sLMtxB)@w*@q;lamG?rXg$wgp}!ZndRF0O@`c^x$8qITc= zF}00c&;x#GZ<6BT-$dBAV{^HPK%~^)A6&dG&Gq}>&clv|t21VV@o<|v>#$=150w^I zEySkJ%uscIxlKG&kL+j5E#!fvYOk3y1s{8NEbe&H&4XNlgBI0mTJDNQxuqNrYn3Z_(gj?+{4}ut z&LkI$4nO?t5YI!ZrRBclIefV9<}ckV!N=~t*#X+aJaB*AolCCr@Up;g@}VRTCR@3( zDrHWdy7q@#Epn& zjxUO_@^H}y>Fy%fpPKq#EsFyaw;5Xl0=S6nwlWU`K+Br*DTgvDIOLTKP)>o%*9aT?rj}~T+pm7p8TukAvwfh^Sod_p66PW zo_os2ac-k%pNaq*?9(?lcnENLkWxD5kN}A?>Vr;e1aRAY-ri}H53P*KhkDg~l=r7O zC|u^lpz@jjIxzuOo)*9I+eQeEgZ_a3kPr`SE~?pRmSB!jD(mi!5=glg?k2I3cj zdez@T)bqpNUeGClyk^#)ow_9uNdH(@FIR%)KRb&Kj|&R4Rtcf3<=2!|AVhpj zaJ$zAAuK9Zxn1Q6aOB+1jdltGgr~^7XWSFurM-!+V3`n~_N4Msl!Xv;Hj_x-JpImv zfvKn60$h}O_Wav%0jlEr#tbLcYhG zN2^%w5e)dPkhl5iMMsCyleZgfXc!7j7-}k^qe7)Dsnm~w%S%%4XH_$BW1ZV1lg2=r zooH5H4;}ZJ_j1myrDI>A+bKCW8isA{)<5;5f_glCmi*lUD1Ck97Z{t5R+*^Naj){Q z`13A>veJA6UtbVgm{ovte-uIE6u`()@@;%{0n)n<+;jweFnI=yX}k%DXTO;PtIQt|U*m&6Ih zG;IF%-T2=7RLp#r<&vVAinDEhPG38k4E3Q4(X&4%!pbH3vk5&OwZElS?@EZlvJqRW z_M}J*yPa{-`V@gvpAx?{$iyQzC40?0W&)ZHHW?o4iHGbLkL#NK@%TRg009606xVk= z)!!cna4MCNgqCk1gi0#3>4nIOge2Kn*;~jS*n^mYtAR?AhKwdDky0{} z>UV#CoyX^M*5jP>c%S$47@6k2dy-7Rp;wVE?`~(}&A{ezr9&C`>P_p>l23(b4wV`` zcnPK@o86QNiQI4J*1~&f7>oSQe^oLQE56JeR?#4!PC{ktdQAeRIJVbS=Q82i_pff; zCj*46f@G3)Dk!Hi0~x}}sPplEo$5|EiH~@;43H#~y4rYL$t3F|{{K zwq8c~(Sgt#HUumRk3{&EMxR5d z7t5LM8Z5g%9mbgo=U z79Vk@`H&T2R>d6^A-JGzuEBU;lP8*t))-7M-O;~hQa|{b8^-$91XVq7!S023yVXoR zVPYRt+NBT#%_55v*Oy1aVlZ^rB_jsMI6*`2>SLj8M3Equ$KlSd5ADW0arnsU7J9rY z4$c(&u_WtQw8^KfTJIH$Lb`~Cb$SApjeit5l#>jL>tc60^wO}rx}EX)LmI>r9w_np zW*|LI{`dCh=@3=eEcU=W9qA@VwZ3udQ-ycNerriZrS?OIeKKhXX!59^*hs(utnPu_l;e)wiTlOb3?)3cg2wUmUL2gump#M{z}E@mceOXcUN6Z84SDH zFKj(s2CCMP1?%=wjHf<5AY4$2_0?I=jU7s{bREIhwz&lN`Ap^3lFE@7x_Rr|ol01L zWDN|Qt%91$tD@E4s!$i)$VU|?BGyk;&f15Fi5>64GjoYJNbC9u3nGS>8P7a8L4>-S z$AXt65pv!q?9&EF80#`*B=-5gvGJ5Zbt6B+?F_l$&`=xs|c1q0+t@=Pl-b#V{#OWF&QJb@gd9`4A z@Jz<-t3zbDk>B~l7_7b8P!teR6N^ymjA3C6$j+2&+&KAFm^7LyibpgRa6C?f07J5 z{bQA@WW<1++l?#9Aq;%j_twhOje(r}^|kh!892PVHOWta+wQ#N{O=Yzl1lUgpEgX|teIt}wWA7YoFy&g(;cO!Oz7+aQ_D!Uxr>FHd}6AtgDBx4@O58G(f0s0ZiU;PQZs5q zk3(uX)uR#imncuqdN$(wk5B)^y&54%*1?k1jffzgsjlc{VUv_#-9Hl!L%$Gv~E!J3R0>3hS*9*42s1s67a zmWDna@n9oe)PHx*3=7Ae>xio8vLKzhxOr6}6EP|3@u*~Av*DbU-Wl$?*MG?q`^3bN z{la_6HY_-CvcG$4v2b7alqc^`CO&3vY^rHwLdBzo)ho{gOy{~-=?wIGd!Lx}rsJxH zm7PUp11^(m80>l)1~=6w^B$!mNcx%3Ie!K$D9QQH3>XO7kQ>L(owp;!voa)wft8}o z?0G3VuG|f3@)4z@O-ri#c2)zjy{vbXD$(%V{^zdOA~f_r`&Vh?+knz^{j-WE>8NaO zzD_(w$C6szm<~<@v@C4HkGS#;oVbNDB0y=IJNnXHndW=9U_W2hOx=@z#Pc zOkp*?s=>>pGWthNYCxRT_qukAjN<}k^PRt{vEu5VZjq8|oHiTzJNuM`+#h$G8u&?& zTk%YVs7ZpyoR~%Gnrgh-HD{}&R}H_$0l9AdY8V?3=RXaTkP_6rX!n5xfj`ZbYm7*+ z>2TFiW)sozrMYkZI1!_chfmDLk-&PZJZvq+y$7A|KK&(K4Wjg(ppP=unDZY|Pf8`B zxW4(^oIDBY^}5!F?1*simRj3UP=$o)$46H9R3a}{L99@u3Ym_Ng2D~Cq#}X;vse6q?BO+OtS4|65I0-l$OGA%*w}+zim4WWDCLmv95l@ zw?ceT4m~(IT?it7PUGO7LRc$!{}OmsfccV58LR2}Fi>dXQ~#2O1LDLbA3JmLxpx~= zxH<=|0wt$=hqLkL-VLRC)jaGTBk`x*&PNurGcnIGA3jBgwd^|cQ6e{3;pdi*-FY=V zXSMUNCCFbkJ0=%5me1afK%J*%HBqDduGqZdjf{bV`TSFMa!b#}qiH zHntPLB%+PqN`S~0hwY~Z6q(|QaCe`Ox%xQ;v(b?gv4bgyOW5B?l1xRR59xeJWHOel zlNwv^kp$C^F5_022_V#rS=VojgT>7intvxEu^1*eHftLWTJ+qo8$A$S$rOWM72y!M zyX;hLObq5T_rH8$5Q}SD6cP{YjK`=`g5LwgLi%Kfh;ZpeZafD(QPT^A&PmZt3w-X- zf81_;TKOy-p0U{uV~060vt1wk^K>{`jhWu23_#yI?-ZJz^HHk_v9 zhz7y+K%(=OFA-SsQ%kt}DCKhqtQQZfA2%|MQlhr=_5#sfcl;9 z26ncQm{MKbp}8##3BA96YZXM};lbY{shUYpS<=|lW0i`9>sqb4E4W^37Za0m&p^J3 zi$!B+25fjt>dO@~a9nk5bIGxEJbLz*E$g3(KF`T1ZJ89X1I;_GL}Va7FHwW3mj%^N zb2X}@Ea~onY>Y?`i!oJl&|4^^ z1hmjSO{BU~%>MC~{CTq!pKC?Pt0PM>;B+@dm{rYDsgMjFL+?G60O$^jt+TOAw!8JN(Bp$Vy zJp6!+2-b7nW7o)dQL~V)Jwk?nJdbGynT$AAgA?s+o~g`{lu2btpD2 zotXbni!Ucfmj$-gBJTS6JtHx-SSoa|`kZAw+}8FwPSYsZ<9AzAI*AG=$&2JBNg8tY zxY@0Wq(Sd4iM_s-hOduP|EqDQL35bXX6s9XrO&3Pk)kwg?h5XXzek01&7YMSCJopy z<-t!4q2tz{7m)@B8OZaTvl8rPV2&4uYHl!a>XW$fQaS^B8&;cXlNm@J87=tW%z(?u z@2huxq2q^8M}6TK9lU10|GRXA30hmE!(a~++n;VZ_miK60FfK*i8?IgM6FQ!e<}0I zY2ZEgKc}C?RAV!-Vg2Q66V^BB*3azl+_hdhAKvPNNkBeMa*f=c_=h@nT=rcCyjSMpUNR8lYuKx?j)8oS zw-r127^tESyFN8yLf>kATl7(`%igjc?&9t*>BieOjS&{C{Uij6?{fXF*niZOTi?6G zS*h_J6Uy($rH|<|;U(nebk>&ZuATXtY$oZjPIL0n`olo(^mGW@or(MU_PtkvxE@^o z-6P$J34inJL2@4%2tA+w{&6N9?KZ!z<{YAE} zs*}raH$d0ZkJVh;fKg6mTdPY0XzdOnpLJ-sRw%g9C6bE12WL6&o{R!>Ev$@T$_-Pr<^P zgwnqs>M<*-zvZn}J+3eD5S=rd1%$OxQO`yc`n4$+mW7r7)2!;uTS^;CfV{(NeM!4qx_1Q7S5M zsJhy>S+D|0Gfrl&SY=q}|J}fKu>@P0+gq&7igDq`8PgPlLb!ZSfTeCeEGuvKo$xO} z=6~iwq4|YaINUh1omGJTS_{?CwtNIU@|3${n}^3rBFU6*Ias2lU|AlTjaMg*wY;4p zz?mKJA7NP*(x1Cu|67p_ep7bA`WHF4BD&e$KZx7@^O<3JdN$6m1?r2BXJf{#GFtQ| z0fQ%>y;v@P8434(hd4Y-hm7ndnNUXpu9j>ou9@X}ipFfRw9AI+*kp(AViuyZ?iE}7 z%R=APgHaC8321qx@u)9=JC50ov^%^R_^LU%+MVko2gRqM2cy!!u^c%VGD3i?D=|R+ zcoz6V9cuH>GL z^MSEAkgNYYtTGBB0X>uJT*AOJ^>6+`TNF&!Z8G|i6^{+fLzhi9Ccxs{&o%%0;t};c zA=~dt9OS0nZR~K?gxQm-Q{&;ZwA^HTZz2fAf_7gU67WIa$l8%V z0j+^w-L(5+F+AmPu2mxr4}VTbF0qS)t6btfr;K>mtWJ2HZkz(Yv%kJf?$3bqHYvec z&C7VB9J58&`7-VZJo4&t$i%p!t8w@5bU4_a?AWQBhV9)u&kl5^qCCd@+@Ck8==d); zvD@Y{>Qf8*b5yfXzEL=p_cZ~Zy@z&p{2*Zb{1QHq(aXp*j^DI}KNG2QpTb6R(h$B{ zEYE5~D)xDP7-x`Dpw#&=Id>rwcN!v_P8Me2)K{KcpRBTxUL}@UVwnSB2Q{frT%SF1 zcFA^7$-&~5*KV!u*?2xF8Z6zO1=IaJPLG4KF?Kv{(ON7YTejUU>ryC0B~5bQ9Jvsb z;@q##wilsqwP1 zuT|Z9`^)jVbun(9uM+!PZVb75Rf2EpK7~IXm9YLy+D180iHZJdp&6}8xU&6|u1Hiu zD^aI@w73%f&n#chyAmNhTXG>-frKM_R;x5#B%w_By&r-5?i9-iVzyo*VKJ5GdD}S> z6m|-9+&n^pMu(H-fqo*MPMjE!drHKs8u$0xLaXta{>02ynZgeATDg|_UbgUnsrvOJ<7$FCMLEB_6taJ|J&()jvlp#~FFKXI#<|MyqiA+mox z^z-6xC;qO7&X!3-N)`p#Ud{hKJ&fc9r=Eni4B zfYh{2F{+-1juy>YHrHQ`d(Ass_t6l3gr&X4go^7raeGGtX6_&Z z*yYW);-v%~t4HIWlY<(t>ci8dF*_Q}0+k4X;@p1O40ly63cSN-9M`DUL;O+YcuH;^ z_H}Wr*6pD{{dOhqwh;=nHFgL5{6N9(q28Y^A1V0Pb>RH~w^Wj!IUA%xLC?ouT`q6x z@hY#1N-wL2@vc#;6j^Sb8-5e)e5oEm7bH|Vk5RG8A}!dENW=M!&oYjxHsDdB^K6Y) z0}P&2PIwp5(0%8%Z_6ANRTr{06_BVXZ7DT<L_?|$|1zy2?gd=?k(5=#MAK&O0Xq!mj@uVZCTAh0BO9Q$rJVVKQ8gQngw8}h` z2EKIxx>Ac&$WCOo_69cqlVJ&ag6T*+ey(ftp9UN(3cA#+L&vGeWdSC+4cHm^z2_K( zhL#lzsxBQ=w6FEAYoStbQ>Co=XmLH>3Ve<|#m&>o`90L)y;P*l_LtneMMa+3qDO!t z6;c~dX?iJ8arvmXxbo9_m`t55Of#(q+zc#m2fH+?Do zGq(oo-mEOtYa(M|M^PKkUNU(8qkXG*Q3J}A`DmfYTKEl|@%X&G7G|BT9LGB~c>GQE zD4$RbT620nn`@C_zbix9`4$P!pVK$JDouoCu6PFcW2CFUPe zZ}z)#-&2_fBm2Xupn2Q0|MA%>%Yx>S*>1SiRq+MWVF9EJjj(a24XCOrEZR20_ z6v*ETY$Tf}!7j(={`-(5{IDw4>gJ@NDgI+(cTWnEhJWeV)TSa?w+c>-R9tY)mNMt& z_v&e3A>Y(X$UV_QC(I|}gTP3$QfWLS2;UE$*NVl0vQyu;fCTtR1?fLT3Y?EU9lgcP zCyx@2+Os~SLgl=cm+V9;1{YG!MVv{&{4WE3<-bYXcL3}7-@$m~I#2aPjYPw0`HCKI zdKh9(d%f=`g+L`j;=t|?F-Thbnz7S79{I8>;p`lb7?Xd_nPKsGsPw!}c5f_f=FX@U zI$wm)<%+fz(F<7Vz1iL8fghNbe?_)BI)Dcy9a|pmhsCI7`zmWE5aR_2JKCVge;V5=1Mtr&Lz~L!h|L8H}->o)7 z(Z+vM8#(%mMBOuj_M9c5BEUM-6_d)F_@#a{(IFf#fzK-3y!Q& zXADPUH(i3-6~{SH^HO1E^+nF01zFHQ$DiZzc#JVx;=++L^lKW8Fyr`L;i>Bk)PICVaIn+CI;nS5MiFn8J)Frk=W-7*W$(^M=-(wqXm|^lv9Pg<{rliRbR4 zXm^R4v#nbpF&W4NQ>Io5)F^%&CyBMqVXi{QQ)nsF}NsdU&8W; z#H-3XBU^g8u8WDw`$-LiX-cW>jFLa*mqpsjRC%IwkNUIOyioAi#u$f_BB2->5qB{y z79DaLW|s3@CobDQrFSe5xy=H^2leYrHOd{G>$B9mjH=C3FY@9 zmvD=d``pDx*t30RkDB=p_%GE_XwPg|B`BYUvxklNK;jQyH4G(1><=tg2&$l5}vb8J(R z?2DlMN7S&#uLvP}H9`lci_lago8~T34C@;40-yFG{0{&C|Njh^cQn<17{`-Q5h*1_ z<7baVB4zZHgcM1r2pQQ4MOHT1T=%-}y}0hQS4Bqgn5CjhxOq4JIieqT%K zdoDA<;|1;a{uu_ONanBbA+o^r=hZ8xjX6+v=3&=i87_#Cmbh0haN))G!@tsY6~pha z)RpeDTnHmHI$Nyff|a___IXzhoHN%}WK6IjPRWhwV8n)l?-JLta#>(t*8A&*7YC?` z-~WEP%Z1*Vp>Icpib2C~qQdwWwS2z_?eqO{a|ovb1Mr?yJ}!bW-4g&ovfYlK*bwr^AB5OxwE1jV!P|c3^`e zZ;nmDDwEHL8IW^Z%Ojwf0qepX?rqOv!Mg{k9_|m=K(jkIJ2?{xCt}wuHt{Io=$nd)hT+Ss*C+xTCCz33s2G z^bGu9fWQweV)YRQ2t^VcAC%JJnu=#YgGeES3SZ3@uPp#S%NKXF`RU;CWY2+p0u1Pk zO}+Ein*sA?S&>?0p?=M4(0Um*NYhJ1_K*h+TN?|_(p2^fl2QrJGyOI_HQcrC7ZlMGE6A8Zw@^5E6&n)@Mi3S9Rs+1`AB z25({>?mm8;3Nz7vD!RHUU^npo#GBiB(B5(~S?zl+)b?ra5t1Omd!@J+)7m+p(h*Vn z@K!dMNJc-Htj++{%7$Yj0R-sa3wb5tngeUA6K*7w5x`5vI!d^m012nY9vNn5fykM& zl(c;raMv}=htrw{DVBfjT`9=`CZEPXJcj!pYeMk&&$ZZJ<_L0#4&_Cb3=pvl9 zxZ2Xt8U}SeI{8GK%OLP;sq?Mq7!W>n>-|^TC`hVQ{&(W+W%#+%$v~s~5=7nD(x+Du z02iMh5loXm0|5o$AI^CkgpaW=S9+NqLrRzD1G~^O$S|e;)VO7W;@dovOd1Zr61T^D z|2ZwgC7-ukj(8&qRv)^V5-G+gY~EA<4czg|Ln+1$gD0oVABD+}!^Tf|;a3JpNO8Xx zdOS%=@;vL0IzJ6N^gHg4UNF4H}5h?(~)$mhC11}%F$% zbdD@8ANoT=nf;DVE9Juwh9o_vr;l~(ya1qk!=P_U0>zCFp`0LOMRS4FEa6%S-N7TW+rm#{XVMOB%`*Z zU2_zRqW18H{51lSCC|&OpE#nx6li#mRY5K>Vdv25=?!aA!1=#VeR)ACa9r_7L)X(3(0B1@;`d2`pnIK> ztYs;XVIeLlSep#Zn%8Cr-I8GjuLvNkMEALTk^luG%_8}{bFyn6#cF4gL7KfG z#+aW1y}Ig_3%@ClE-Wg1&yfnfcI2#sB~%cRt6>s&|Bch$5-Y4?DR5^Of5O%8dC(|3 zyWc>D0(4e!{h`KuIJLWU)^iyhRF&@PomyQ4Uj5s{R%J3^V1vLNS{nmG+vaW!5E=0P z&XaX-_c35;!t1x|(~IDpoJ*Co5gnv&ZK~TlT?iMIV@1|FF~KT(x4ZW{7F_7uc|6RD z4Fa=b_Srm6;DjpmT%2LU{eP!3p_L8OuTt0~F*Xbf4az@qW`XIJ$0wW=S+KM8+GnG^ zOi-Lr{+IWh1^U6C1@GfC@n z2W)m)Hr(dpfGnw@?bjVPxSW6BJuk%u@#RKs>Nhy>dP*|sFoz2@(jEFOTrT|D*=CzI z#)UNLlrYnAF0h5vR`&3?%}C|pD(@p4KySTR(P1|59k;b4#oPBCOdlh`3Y!#oyL3QYZgIwqX1+;ZFh zAp=Gt?pG{6E`l(=M|=H+>F{3OM40lJ$II^;Dnz_k@Fk{d?T!H!oLs*wljz3dsK}9B z`(Lu5Z}R7hl14VLR_Kh4da>b^LMKO9mJO0=Uw=gSvp|4zK5t%-1$P&|sCJjIprui6 zuE&!DOLkkwO4N7nR@eg*eV4yE7)|UaNK$0d@-oJp5p(s$c4>&f+}goT$nibB!zOA1OCN3-!PBy z_Vw2xK*gaLC;>g=N?ygFE;iO5v8NaUHm(mn(a(k4q`>sJY7TUKGuKs=WW(+r|NIGl z7Hp7Y-AR~cfZ~Uv3B#&94tMy|xWkbJ4O3@kf4^jbg3P#+oDU1WsVh^I4)8c!Ltrkn ziV0$@0~YS*7_h5f?PgOr9s2VsM$J?UVXmjlDt(>?3*;ds4<7F&xY(QTu_}U}b{tV5 zl_F@B8hUbWEgjlQ_y-dg3Si-q;Wa<6d|%rB?AjN`H|4-Y*MH9rClX*s}&YR8RL31M|KW;7(LLJNlSptzzezV>_F)#sy+1u4PbGq`F`?&=Pa>RO)$;keSsWA_iC(<&IUI!NE#Kv@zW}FO16n>^_W-NE8{Ox6 z0HmTu^)?+eg~913DqRQtV4VN$&X2zSFv3jB z_FCNxgKx5B*0bDDTUJHIlpKIt{c1W2o5N9yQ}}0n`6aCU&x?E7FA%L7ZZs|t2tvPU zx87)}5Dfg1M&4f%iqg>-LMx8K!2x9faE?P+sTMz};6x1Cu)bC&CmDw%dnH}_lCW(c z=1z=PJcd^6|FG(4JPupVZku?SfIsU#L>lBJ;?p9Zim|CHxMRrnI(9)ZJ`E2$_PrY%&A^bx{n8o% zS$HvD)3-t<2Y(OJ5-hF~adm`Nxxv9)+}8eRuPv8|9sL&t1$Gh8*HdF&a|Z$akJ{W! z;cn| zF;fzXT?Ik2OGNy6%xOgQA`#6jj+hPy5b>b$Xy;OW626ku;CKz>;y}E^O#G5O)VirS z{c<}6hwWt!L=z|&0`-=@-8}C3G+Fh<`+I(bX`xujVf{ZSKd&tpv{QpxtfBT4$W2xTq5IXL0VdANiO!5Ik!7;c)Y|B zt$NGI#Wd@{u+tC8xHn_2`~4jXPMJ2mZu>>W9F1eHA@TWmR*newVr|m z-6wKZ<9WC(PbQl-oQLxYcSg?@Qcx?UF4YXFsN^ux{2uZ#A+VBKCR2#iTFGJnn@84sKOVQ|6yH%NGDer!hr1SSnQ0%Lg zh9sv1Yx#Z*I1HBHa*tg*RYywjgjcrLjdi7%FMNMsFtikdNOv|JmMX#358?|_R~O^G zVO@ut?OfFT6|Gltfs0n2z5i{o7it7oHS^Lq z=KjzAk8HdqxcT9y78ah?qW9cB#lp|?X%#D;FfqgBa?688CZ=znoZhjVg$b)U)v?+v z6hCC0*-m32Wu20$K_mTfm z(b3mpAgjfLj$~qzdDHG940<55UTrA@^<<(tY&k_3KVm%eC8Yor4ekxyRHC7pc5LvF zITbB}$_u~Tqacwh<|!4MY}4w^L^ivkg+b~knDylm>j4a zZ!4ON%lX@PWzQtz(>p|=<{PP4WK^i;VUmHL6G=MA_IuY_cax$-39x){|HoE(1I9)d(y_Q zlyK|7Vu>8f7y~};i4fo6jJq`k(~>v3VazLV6g{p4+iKUwr7*q0tkG=S=?&-L_w>d- z&8`bz-W11pEffTiX(trL*PVmuoL#lnDc-PzQ1g#7b{4j_DwK=GoP}xbz_iQ*8_<;c zPf@V;5`3JEUy|5#89YMQR!vsL!mgpwd(P2ua4TI|edRt+&V|>Vc}-LH zWH4whq`z$yGt0eZGD?GsN0S>Xep11N61y~CfC?W!Yo6Sq z#N&|N2G+THWC#e)+PCEl35MqWl`VB6f!NtnzwbPL?{># z3|ja=0KToa)JGPw;fan>M^z8cvwkZ3a5ZzGTR84Z;?7*S_w(^L`vNkg#XTBn)XfD0 z89(aDUAb^m?ClcgyF_>@|KPsaULuImdg!~?@w`iwuY$qzC(B@|Q2J3C^!M9d2wR&E z;}dfMXA1J+^S|sn&R=MdYM78-<3)p?>lA-iZJ~mf@{`urS$Qz|zIWB9W-{0ip4P__ zX^=y;-LCV!5JKeV{xcq;!|6qLP3Pxyn0}GvBoR;u$@DSnbj<>&Re$C(p^y)L{qN~a z2O2zjet3!CODcG*QgD(fr2xfclkW48LNKj;_&Thf=Vy<$2Om7ngq*>+RL$GG{4tZc zqn+ndVT7IkqL^?`_i}Sc6OViOo)2c7ErJ-<<+enJLJ+#wcjM+@K6tT(4TD3AKuEFE zntG1`&usPCCYB61C9zuM9+d$FMcw;8-711J3tM-m^wMFU5oOP_fqZaJln(pkLW3yd zs`k4Rd7#MBf3|rk8SIPoy$ls-V4k`5>mKt0$m|Ued-ypYA|DC|?AcHNLRV}DRCx1z zl0o3c?k zkA(YT#=X3~r#|DfIuSwcjDoLHP7b`aC41xNIJE}O>ZF${uKU`Dtnp=pQD!> zwRc?saZ~wOebN#mVOx%kl>3`YK$?4`ReLZH3XF`UIxf4wk~7mzj0e+uz21vRof&n< zfPTBT|N3mO%}8ch;!8c~{}xd$x9SkY#H0mN=TuPHW?f6>F*CH+Y^9yK>Vh9F!(1hI z2BGqTh2&mh1a_=q9X+R;fc#-opZ~VU<4TX>v?`NG{QC4~sk~tbns-`-D6qq^gD<%0 zLs|sZNY8L7{V^D3nT zhn=0%(LK#@K-e@5#|re&V^tc~#Y>mnZ%9M@Si|Z2k;&`zw&~jS1Y9u6O%;(R;yaS2 zoVo)E8tc{zAw^x_pSctIi>}$}k{37Sq4L=L8TC#Ij;vpH&(Sv*qgAR-wJDI$ zJ8YC9xs`-&Kg1f&Ns&-^!6a-kl!U6&QT{fPWKgMmi^uRUJaz`z7?IWaT4 zA~fJ^dafnPz$}Y3n}6vuFlgrMEJuim`@cYv@cU_p}Sm-V|a_R956Yc)3^?lLB#2?XofkRnLY&?9(=SMpecm3I?@zkD$Zl`?4 zMA}$5qGMtup}@wt#HJzuVy8plQPg?{?GtYU17dzI8!z{Nfb@zo%}#j$H6=HaS5zNVa5EIGjA zZGD6JkoCprrQEL(u+__=wQ+YXlo3?xt z6i|VW#tTgr^()axLBZ3NT7ffCq^8j&6}VWbW-g^(fj80&mn-kAK#$+QW;A%`_1on3 zT8>ws4p-P!ueB0yw)OH&T&zOlC+R5#XR9%`w_WB;OAV^WoV3}LR)b5HRlJO@tw!#i zna5iut5MALamdYA)mU06KP9_ZjmntdogH0+Yg-4WKCG|B?mgL>g#opgTTVT(^m;9- z2)}hCiCo2jMgyH=uWRwcLdEf6)mo(On7-@Js=-6gBlWs3)nKA+oF1=d}cMadd8Ke?#jPp(D@rvLVx8CAH#->p5nv-@-nFJZP%xORQ{fC64 zvaU;OC?upWR~xKuC8F*X(mrP{udnOh@8?*O@P7aR0RR6CS9d%WUKBS&RAi)3Sw&gN z=I0oNNXZJxF0!(cz4!L){f76RH$0MraHWhSNkS#E+C!wM)bIWE{hZIe_uO;7_j}K| z*ZMeg%_bG2^hfi>74%}X@o(ZGYg!@la=xn+a6K1wNeA!Bdys>CVrPo_1ac7fq~>qs z!#SujxP()SFBhopK`dV* z9%mj;LBG9e#n`}Pw0HUQ#gyb^w4hsk;c;jRQXL^DO#7yyg`A_?9~z{i7YfEc8Rdy6 z)G)}y`OS4y(RW&#FcFUKKCPX}7zjeXnO{%DPF+Qh*vW&F^Fb(+Pw>O#^L)^ z9fqv)Gx!htg(0^M+ojwBYcw78#l9lu986ccNT?OLL2q=zdj*^iaFiTxSWCVPqB()u zt#mKorhHoTv33CLAo2_-wS+LEe4h|wFE}$$^;N0kI$-hpNlGzsKq7H-Ek8VvO z+rC85p}%V==}v?{)=MwlmE$0RY%OaN6a(#FuPyvgxehsPHmKKiJ)@z zo43Y+1i+R{{*DfdgHa9RiTIOgu+;gS$D}YDvQB*LHolw#;s5=Z8e_|ci8~BeG@cLE zjUfv1+jAi<c6FqEZ~oO!|7vH2%WkE;di2o zKwmOqLEf?$SS^ANYaJ{B?@~oYcfJzvxYz%9Gqo603(Hq5S&L!OY^K0)wFp?^QXB?_ zFpxKVgky$M0#XK&BlZ`|L1cbg$fa8qpjY5rgpsL)o~2a5D&8un4IAxU5vzoa`94EI zLIt?7EZba#a?sB*dz^Ew46ORK7q57hf{&!Sy61W&_?k7Vzl9obSh9J_bE5{_UWgoh z#$N~FYhT&*`0AiFV=(PRVJ(bfdVQ|R*TD1^N3-L-Dq#Dj)3ei}3Vsk*D-LDU0%B7e zlMckfU>qm+R|*z#KS<8vS2E;09@>)6eL5zNhwpD~ zSLzgSu;-7)j`xvRIQXhcJ0rgiP{xvuv_B5mJNm0Bm3UBU)7`ZoL;zu_E8GLt1i0g$ zeK~s%0g_@A9Sc11pwjnMvOx|Hn(s&IFKgq#X>v(-D-8?k^)?R^TXB$JyMImkAOUhO zXi6%%5MU$seAd}&0yJ4Pva7lifEDlEYS@SeHs`*fk!~EMCHk#~KE}e4s`i^AmUYl@ z{N>!Xb9HbAL+A|7#KDE)q41p@co2_OvL@fb!@F_WUYjI5gy(-=t2~7Vi9EvI@6I@I z*mnBm%32-7?fLr3{y;5k>~E~dwWx;Ic9TXu|J8uvsD1DhCl<2GS@(0rW1%|SZLA;x z3kA8@3tUN9Xo1V#2wMmH{L{qq^=n~;{+K}=t^t{yGWIX7R71i&t?>h6H88k7ZRC>0 z%y)rB*(4eVp`R6XLSt~Cu;%u$gcAoTO7Ww_VJwUrq@?`W!{j+x+`6{C4(Q)E;mC^` zNOGUOMt81(OAq%B&;G_j9_4M@&2c5v86tdnN;2K_CBdE{mC^^> z$so9Yp>#HY4Bw2q$N4A75F_H*)s#qvR|!qBxMO7KwKvGFSs=ki;f)kS5fYS};%8EN zNsx5szTLJ%6wp4#U()fE0wJnrf_J4*!OH0Vl;8#x2G`t3iYhd4<&x0a`H2deg01_) z{HgGyqmq7hl>&A>I?kJa0AoO$zbSBB`_(hSDms+e2w%uBV8GR!cyJjL;#4o=3TOlf+tO7f(&5qL^M9icHA3#$ILljVO;DTLY7%15 z3@0i(*SHLu!FFKRWCs(+-2ZxMN;X4q#;Mp*ohA@oKc{mdoB^LH^|nuf8bSEtg!{RW zM%a}zuXNX-3G__v&eLR@;dD^dj=)1qKb$nhznskwaEO)sEu#sDXHe0JBnEu+q**+S zX@q}`nK6?cbkH2I)Rob1giJNj|9o(W`Hl-d3d#6cYbDsU?t+ym#|LHgUU4sIdme>SXfJoK!FyG4KCih6fj{N zjLIW6z=_SU%nA${($^B#dCf?0BmCn;h7l1QZa*6myib6b3yN2Hx(Ohnx*}V9ln4r6 zYMfuq5#hq1&)&1nM0hE4QIzjxJp`L(b3T4e02b`fhXAJD)g|o2V>Oufo>bNIDisH2 z@k8#i(pZ?kq|A{jf``VvPvA8c4-^fDmjheOx)ayGb%t3#1t^CDM|-j0|5kKSXSNn( zMqYm&>#G7$yR=5Tm`Zs4Jr2XqV`j>bI(f z(vIG!le3i&w|?T@_bV09GX8M4KuIa^i-{{cq9S;`{32KHQ6aSL_%FL!aTe1u)ar_TQm%We!p-lfEO>c!%wp0gP!Ha zZANJp4DY(YvOJXm+>Lor9$IOjI&-3GrZO3Pb_hKD-IxVmcCqdbkn$S+4Fl6h=zYz5ip7cz5Z;En=Pp@ znql*(Uoi^;-8j40JTgI?GstQ>HWP+cCkHHlr9lr>)>^YW3AF5wUjw^nC|9y&#r+Fm z`h9XlV9p1^!ew{Fw}rweCZzZgdo*~t`yP8G9t+k55pD5Z(J<|(P`&OF1y-KQix);i zp?*?I?QXI!jQ#y;-lAd-?dMt@_O95Vi45nS$~a%ti_cq84V4Bho;UY1N?jm`-mlE9 z<_cQVANC#Qu!i1j9)rv0Ou>Lhy38d0465Gob9)c(B^2TETCrC%7(F~JvE;FQ9ZgJK zH-7Zl8`*NOKg+YVMGg<2Vj`y8&=8*lW2V&&i45>_?f>P8&iF)-B6$Ll`A(;jNb{HLMEmO<$DC!A-? z*I*PDe8)Ke7lACW*O1}qcr>A9C#SuUgp9^Kzsy#ppw_%n7&R#FDGhtS)5Nn{`ktIY+O2eMSCvX_AU$6 z5$67MzfMK)iU@1uM0E6+_xg$IM6}=RyFXh&A`;d;^DBxo1r^?^$6yGlXyDM6Z%R=X z+S=OjqiHf1W&BYqeV1K;SdHzj+keSHGV={tHYJ(J`Hw2CYcU;({~~N_d6|w}HjSoi z&t;*4daR6Le-27@66!JY%0sSoUD9HtLNxRCpUB5h3`#r}&THaPfcV#o&C{xK(88^` z6ZC={q=n&;zm=SW9BvxD$C>7$Vy^8&eFg<6JX>8-?PVd-_cp7vm?=Wvw?=hMj7!nv zEv?DX=`vJ1^iQs*w+MNf41UNK!63m8#>&3CFlf#4#3Ld%27T#QGC!?XgdCq4{mi{u zj9wqA#3gPoMG7`o&r<5k(B|7RO4D1PE;o@iwmGA+88uHRdXb`~6~ z*6S`tJfjzQbvla?Ki9WmrQ5}5=~2(jPn%LS^knROcX}DJ-~TpbOtJ!55;>JRKUJUv z@|GAbr3&rN>zxuZFGnr?K{NJ-rD*4<)>R==DQZ}|Bf5`JiWU?M^Q^Cyp@2igW6HYa zXqQJ!*8PAA6upv-Nw2F!0vS9!%No^4l~Hw~yP^_p1O1q@{beY!ZEfEVr!thHsaf$d zqZHi=#P8*|D??#b${9W#Wr%yh@4*l23baQ!TmSBdO4PH}e*8{CHS!eOj2;!LMbh53 zTDt_Qk>%Y0@@~Bfl&+zQ)l#cK+P$^f(ef3@L+>uV6)?WGEs%RW)6>=w%4GR zO6@m_m^w6l_RB_j92QL$IB~lS;L!Gy2j!{4SoGVfC-+if9SRyw6*n)fLoM>xxOmmD zNc_`JL5U$O@;g4(;`9-R7Nj-h2+#0H%wTp$b0-0<{D^q?psF4{ysi%AZ|YItK8#?> z6al4-&T(ALA|UVY0~SWg_2}-<#No^S^++sqvTuQdi1PO~Tnau+LPc+UE7|8s=vmI9 zQQs;Vk)8}nmdwbE*R!m-gpm8IL{5`XwZ_7YA+StRHSDH{AG2-$qJqEh* zh41S3A?El(DOd4)BWkMqgPVTRh^{Op^yFAFP~XR$Q#UsmXszRgz`kcqh<;!tsKBTh z`A`ERV^f-ujhFlcw_`z6lLJ&z(D0$v{d4?|RRKGf;-bq_qE7 zBMKVT$6B;CBB-uPcE6tUSVY*62W}nqZtE5m`|0;$u^>^wq~i8 zI2zh|jNxPdLq+!E*-w7OQ;}DiO8UnORHQ7T6!ElxiX?Jr<%!>@NJKeGc}Am*)$;2mD;8a=6Q5}WL~^#K_YNKz$2^Vu8-PcvwT-hM67b0M$eo^Y zbv%mkp$i4m@aXM>Z)F-@c%;Fiu(dLaNA_~bBL$zZh%_4NdLyh3QTgA>c{tXg^xqoO zqw%$9U(vv|W&c{F8f_uq>%z2E98Wp5)gqN_Y_7IdEiw&j-S%#%8VQ-#bsiV5L_SB@ z=9+((BRreh@bgz?=!3fjbCAVsM^X}^p82LI7nzI{u5}jNP)S8CO8ic}Gihkn;)}?h`$;I8%YnFgG8R4X z(OW7sjX-iSKkTFQBhY;E`*sVp2z34xnUhyC7P$->^~iL`A-?(8PaX;hs81t5gj|<| za=t|0a*#|w93hb-fveZihRL|i!A~Jb)L`ZMyhbo`A3yNI;b<`WbjqsfuUI(ZC#X>j z-6N6lxgSYE`W0*0=4vhi*wD4M?yV^QtoOdA+?oY`>WBZC>9X+Ki_zy z5SVqEBk~%`IHIxBC@u&|wXoXQc>1DW0bZ)p3f}1EZEhZ`uU42qcUu!pFiV9&(Q0l>d}(fcQR4BWHD zA4kU%A?w5jbsZ(a(3ZaDw)kW?CHv~)&VnS+PtuiAeUt!WUMF9tNyb5+yR~NSjVQ3E zv~DE*jew)uJ-rgVlA%iQU;DA{bl8X2zi$$s31<|S^F=eGl$)*U z$b{!HlkHz+(m^0uio?J%4G3ZRFZE`VVAp_nX8jpvd?^#_w8UuO+l)TCt2GSz{OFOwctQ-tbQ}UVfMYkuIbCuUC`7u=2j^ zp_Bxu{k(horfodv_sV6MdM3gl8UEz`78!8C@hoEpTNWgU#}$6Ll?~0)tqck|8|=A1 zirHJ|0(D;U?ZL=wD7IKy-zdujxeVoPA4k*Rph>A7&(17RIF-@4FkS#rmrM0G{4tQH z!?FB^qZn$o>tF9^FNV>XJ^y~D7lWxk*J<9+A~=ec^CLzvP^wcSFC&kE7WJqx!OkL( zQtA73WKS8`)V%&$CR+g?T5qr`*j2*QI{Da7*;U{*|G`cyy%Jt*Sas+Bt^g16!`Pc) z6_6Ti@~0rK96}~-6+2|BV5e;Cnu%)-$PC@1U2Uy}B%#)iT~c+hn>EsCOrj3%-_Z87 zAl5>4+NXb-9W~JVHE!CVe-F)FYbHmU`GR8cUJ@!R4m0>9qMp!@fEJ4 zkNJNabriUyCW?pQrVVw{UOZSGdDX7%i-Vu|HVNlDSm-$YF1gqg3%*tgZn-_RF#edm zF6M46B=7uos$ByIrI?Km9~yBmGVrX=Sr!ke4>8wYHshfEKeZ2m*KrW@$ZsAqgoQ2& zN5`No7XC!5+g4lF!D|2Cot|+uV8XMxOUw}q&C>K4fdm}1#u-I8B;sI+jc@*JHx4kz zHU8}C!2#PHljb@z90-N(n2|5XLQf?R$G$Qw)Tx--lbx{8%O3Q$v>gYUIZKJ>LS5*VpJyz83DEv8WPbD%0U}qQUdb)RgZ-@ZDTM=gc>3(k*ab&C z^gOxuwc>a^5WrGMTZ#zk5#W1*iS{JRjZ7CJgxp)SwUH*mwMswSN>Dvi+1oab{35`M zvwuB#QVHOLd!3XVRu6M@dZEB2BJiqAu4L{bL6o3|$8RwbL>G-H1W1rTY=6X$Nnawk z6zZ2AiLD1Gp`7igk5}5G)bWW5G%U z;SX^Ho!ojDk&gYfvbP@eX~KRq6#_iQ?jPMY6ZSy>Y&%i_fV@= zE$pjP2)3E42A$&R3OjBr{NBj=FuaC^9G6k+MP(dF$s7KDM8ZJ>ho#jmRUB}*@7n*M z2MheDn)JgQ3q}{a{M8wCV0%#L817sx@JC0w828tLK;>PYhiXiHEv@nS7U5wdd?TMR z%*?~#VaX5+0YZ+M%-SJ5xZlyfmKB4Cm28v$G`Db|@8dYO|27VsLNrv~F5y6ztM6}E z6O)(yf10KYi13&oKEB~c1o!@nliPNYz_Vs5=iOZ*eE%#WaI2XJU(}rAg%1;ILVijybMa=#j}*5Us%nOV z{(5x5nP#{lq4&C*iDBEiSnky{12|b7TXAWIau)LVw!S79J3VV@Imm#XaYc*+9|Mdr z9>e$8n&IB%e~Gu}o1w|3?TQWC4Y0n{$iFFd1IDAju+A?wgKh2TUzyZq*wN8W?>y8D z&eCh`-eXOWL8uwK@r(hj17r7l_c1^>kTA`9g*krW$?`b&4X{6DsnhVj87$Wq%uTo7 zfTuOzA|q(cz!K1MIX0&mj^F-PTePzoqB=E(h>Hxcjxn7o{?G_#|GGHVA8LZt)s;V| zRGXnd`EXDC@n)#zJ?L)`)(lHjq1YgeW-v{a8J!7j0`I?}=^9La;zRfIwU{-+`wyQR zs*C7Q<6e>Al*fQ?A?j#{O%wR>)Ufhm8E~ zi9n#j8<*@Pc|$7fGIgB0YeWUH5|tgr4=B*ZL%5bGNP#&kA^szh4PbP?!T6;z8N9dQ z&rP{Czzg|Vhov1<$Ui8X=rBlyq6arh9fzoJ*dwC%4z97eYfdUwQ zwkxma8z4%-sz^_v0p8i!={%gKKyL0(5UT|ZSlKj!gHO|79I<`5_<#nk8`|PC!!#IC zv~vg*q(Rk30n3&HRB(EqRFM^{F5wZSPgbO=b2S!%q?76kxx2BIn>b87lF!c{pA&1g;AvUy>q$ zOwLO99&I9ce3RqYD^w5n}MMV>@BGwKu4tzQr3O|^Gbn0?`na8cI{RXkKboa4X6Uk?>UH-t~K z5h0Dp!LP~e2b%Y&@0zy}!S$lv+~0zF__O<%vZq)*eEMd5CCirp94-!=YMpoxc%I4@ za1sxBmis;SbmQTsi_)w43T7RfRF5#Ls)u*KSQT*9^)P%S`1evxJ!p4k_h0g?hgW76 zn~!b~V0S55rAwCp65j-NIc7265xe_4ZRP7>EbPkX={zE^#u--oaFU=6cVG8jGzl)Z zhZUY=CBdsr*&UUCiD1`#!nMJa2)Yx&hI7m~-@JR!7j~{5er>qCZSo<(+vuvBX^+Xk z7a!oC$I}3LT%|&iJq^H~AsiRk-2jt4YGPho4RG+N7`MAM87zogT}dxUFyAkFS-_J7 zS@>JB9;0NC;?ZK4`_}*``h4*aMFCN*yIRrh6nKm2dRP!c0dqy%yU~FL80oTl_Sdoj z^qhR=-%pT%zLh_1a)Aur{n$84$H`#+kzFOEjRM~+SUnwU+nO>O zBz!*(EDkjIx$VC_`L$FqR1@}DcVp_fY1ZKpg#ubL0cVvxsIcF_TlV+_Q=bpQySUHM z;mUWbGvU^BuzRw&(Njo=IFESFx#u)^hbl_N+?e&;jgMcSLWP|#`wzdmMS;gR?JC?^ zD1i4~p#Azl1!wbE`Q0vbklr8X=UPLDs>4S7&ui(xcA)m$c`O}{bzUt=dq)F|fs<-% z8x<5mihAH4b3NtX!Sr+rtb1lebUHM^{{R30|NjhDc|28J6jf;=pGY!PqB533g`!=e zG9;A@i3lailn|wX3>hD9GLO&rym#LVDZ@^KP?Si>kReGWDJn|e{cHcuz31Mu_u6Z% zed2n)JedtChG^=Xm;SdBh;RD4ICHWD3hi63_>X zS4zM){-F8H{1Vvc@$}T?sA8!7nRE9ytq3Gd^geNGOQ8Lg-G_@6Y^V~i8W-~^1ykL! z>cS~Dcz6kR8CSBwE6X==EQk$l^2f5<|CK|jI1sB8v+X*Y1G(q?%iKyiU_`spBI(Tm{X6+#+#jWImF4rj1lfSkdJn}dX2brQ zY$4q+HteksO7#6*3ay+cdV)VVFmEw$_z%H_OUmyT?B;WU+hg@=(2ol~VGE*)?sGua z`AC!aJPtI+*V)JmmBQZnDjOKhY*2%;+L{|2cvKl#T3yA3U~jkJ!C5ZEkNjeKRb0PGNS>io$@*MMX%dHq3*qfu|qqCX=1uxi>b{k6} zbIM?0aViJe`nA-*NOOVa5G5w_h6@hH>%voo3260JUaFDGg?a9Ursw3y$e;fY201`G zf1e+x%mLPO$xX?h$i7@ExbL)q3syCSRfFaPI0Sc}{pU%*&0ep&YVibgI+>5!c@w}n zBQ^I>oPYy9$!~5KaltY-`u3@>92j(dyTq2yffKglH^+XJfbkDwBe zE4=%IK|29vcc*P{{UAWU_1A#b6uCYSd15Pr0Oi1Bk8v9UWM-WtMyI(TC%}U8Wq;RGE@X;Y4;))h?(@jl{{0;Rs~ZiMd|JnY3AI-(x$->t zH!NLzQh^8USf|!8MCPN&3j1-30Ds0T(^Z*((V*bsW^1yqvBHDZZUp>kbzMvUKtRz0 zyK?(c0xmXbo>u%wKy;be@mIwJ%#P5sC1Xfl@Hs=9Lcy z+8{E_g>6UUE>@E`^Ij)~ho00e|M399oOuL zGm->UruPL2Y$Ne%-u7x{nggnn!b(rI30NFozjPOguk$h2nS(2NVAm9W-)K7zu3nlW z`pNa^n5}}@T>`E?HFj(x@jtP4)6~I00=8(IEt!-ifO>a8yM)~5s3EQ7NacaX-$B2z z?>rE=RvWQGf)85;M+P!~@W8rA#&Y%&57r7a{GzYo!CqIILi|1Q`-Q$7!}|oJdv3@N zX7V8P=xW0t9X>1!_2g>l@Uut@N~KR#=DkkeVa znfrk3v*&jGu6+bdKlHs=K92|K#wjMoH+XQ?QhZ=Kn+IXvwLcBz@Sx$?r{|(!JlHnv z<~F{O2iGLx_pfXqc{Oz8<<}?zXlvspHAKj~#&sVXZ6@GCi%PcYGXgR%ysQBevaZ+* zO~1(Ka1ug~1rK_TNX{@5c;M60`cH$xgL<>=VyMZ3yPx&8B$NDilUSq4Dkt;kpR#&q zO~ATi=sU8F2bbwzKW;ALfuOd#n14GDOp`|Tg>U17Ua;5+zt=nn%9_@8q4OZ%fzqvd zZ646Kjt{$Z5%AqcHY%Hp(yR^UQ4AiO@%?(^$qqhvN>X%s=zK5=(X-LH%ZChwiz6H| z8cXF(@3Y~8A5vL6}aRUVHGc+e%-Rd7$9 z4{dQ8y*fF3a5~|0^cxvQ% zE_FQ9NiXHWlVE0b%NCNi!NOfRTY2!eSy?>$D-X`?Ox*L$iw`AxxhLzr`LI}2Y+t4i zAAD!c7L{o7;aopWQ-Z{Q;F`XgvK0@;Y-8B_e-SWZz3UXa;dGMZ^|ZmRM;CvSIoa8w6!C#gPYYg4DK15=VY#UjMFlJYcp5#H-Zt;L;>>Uj1nv_&=1+D-b00 z*8Xqa&UykCX6`n0b>TtM@Xn5mAyPkw&(1&V%m;sZ(TSh?_(0^@xB40KA#JIYsl`G* zJPWC*v90HUcuz;;r?cd_;_tlPEaidF-rc*J7V{yxpm%5{f)B#{E$0dw_)r))u+NFa z`J;xF`o`OQDBfw!5jQ1u|3Llkna?CXR|mZVJb9qVI&igcIjO_9reikVWF3)*9i~P3 zutBNyb)y9zoH^FL%a8IQYvG3%%`3>hub&WmM)LW;OI|OIkvJyDTOG|M{d)xw?|3iq9RcQ+du$L+PuuzWFkMXHh0U12tHHE(l$>hOJY1VY-b@JSxes?VrmxV*}tAySY zu;9?1w`CCo)SYplWvLQyJH*Y~$({@6g=F^0Z6YA%BJ;p!(x3Oy{(W0b)@{5k#>q;B z2i1OG`r?F0y|wwBdijX};cYJsZQ=-+-*?MqT8x0=&VeE?cP@CJkN%RUNzT1pmsk6d zzP!?g=UF7m16gbC$#Z1=E}PTpRK-Z26?#ZFAm^Q*Uh~ZGDgw?FiK?0Vb0JW9FT;P9 z1H*;8KMq~zfSkZyK85t#h&g-X7t;ikN6mjTC&_~mHzmEhq>uh`s`36s@^1G&-q^KN za{ibM?O7v7K)c_Xr?LCFaN1^SxIdNyEk~mF8v%3c{H zc{gHo?Dho7yGGTi0KHHG%8r#sMJW=X*POk1n-v!pJl^GDmcaqjz5i{}C@KYSOQr}{ zkpt{0`{>MN1nd;tB=U^JZ|A`2I-x@Z*l;6Czo-*{r{?OMSzHjkSS-||#)bIR#Zuq= zI51`9)=k}43a6_-g*0@Oz_YiyqKBW9!lj#r@vo7*uWhjqGQP!u2TSAKvgKgE_cU%fYh3_#_80DD zg%!fYys<(-lR~)P_wGx0U=iG1xI6u>ei0~kEln=JO}=+n9FbO<4@V#K421mhLC!8> zK=d&SHg~POy1=afQv3w3owqB5@5M_p%|;6#l z;#1NAK^9o=Yu4%-&4v3W73TYe$k^U8G^>{flmVxYg}yAXth4Js70Ln!TlLznbQbi^ z|Gg)rE)TY@ZLJHK$OX;XL*Jc7bD+$s_>hoSHaPpr{H3w7ps_#5zvop3d^Fbmpz$pe zoEsdfLp`&>z5mAR+Q-?jbIBu%!oqC$uj;XYxokE(3`xo{v(AEG*V>#9YMF3HVE*g_ zt2FTLJM(8xX9^TNF|4r|VS;Az#{JB_Oc4Ff`xzpe3R?A|D+a1kfdWakFXdBUy@&{7 zUPm%~wwJ#(y^RUK%~ly$`!L|K=cvIGI~v3eZnudoOM*>KR;H(yCBg>(%YvC3X>i0r zuqii>1|gh|(`O86@G5kNLBT^BFzL@2_d}_$^CqX9(~$_ShaWsTQk?)%6qopR`8Y^Y zT9rOJ5d{vu{=dvCqk&$a-fZTd0DZg?bG z=H7L9H5wD1`6mq8vkVmc7v6%<7p%)i{<{T}n*_hOuet@b?0Dymcmrn6S=DufhJdPL zPM=vsof4{)8D?|)e11)n!bFZw)Z1&%^BVLAsD@d5RR*KqG~H2J+uT6Mk$PT1BB zE)uju0h>dEfxEkQ6URd5+cP+5X7ivUukBo6G3qJ6+RW9D=>yxdW$SZld zhvIXGsX57_%lKHRJHRi%2jgNKT;F^6V8@O_lAXa`m|>wE6Ey9M>+hxZ{Adoq-F=zy z4SPcH=BuA&jEEcfHb?k~T2&YZJx;NZun5PBmiaO7@~`2QXTu)-t1e@$$jI4$3ohdi zotLd)p8_#tB7#MSB!hLm?fZTj-dU97ZmK!UB3HVc@o~VF5PU^N=5PL^*1DwDR}QqeW$y10yZ7| zzGwa=3cmdHWYq;H3a$`yf7uwEi1O!7RV)5Z!lw%UJGNY+;qZjD`GRkB)YbLq6mMnX zSJRu>RPz+nxIz@>ePN(^;m-W-yL7xhc{TmBI0Nrk$rPptGcaH7aB1sv2A&TYdXOK- zM8Dg1c_yn;Q1pc0>vMXkcuPO_(RQaaY{*g;;6F%1T6B4^Qb95bETt|u8N|d%^@w2Q z-N|SkrgD(x$3(3FR7*)sM%Ax_&V94Vm=k@mNd!~S|A@-Gxf`j-2^U#WzBC=zRiorS z8FF1cv9VP-8S}52U;V&j;GsAv8^afLJZ|rmI`Ev12DVpr)=(IDLW7yT-inC^D!*?W zznYA7rT3wtHyITUmA6yRq~acR+rEE($@oI*+P=%vH%b1}$b}&$4_O4$3UnZ7Z>yVVGOUA1Os;nO4R1~mOG%!g`)d$4og{Yp3~i+&R*}{HQY> z9bNXHe5J&|v`rOfu17NP2j_&=Kk;Og4czcsdxU}8zy46wh^65oxt<>uw`u5Ppyq6c zRJ<$n#EB9{L)l#V*R=OEgzQ}Vq%{BGFS6X z8fxv@PaiR&qTnJQA*J9XocP=LGD{)}tCs71q>3luimkg>i(X1X*W~GEE3&Bgdc*7I z56{q0#4=8J#S~e0yVa74&2;S8zFEI$Cl!CzzfqaP8Aac8X;ff?Yx9gVHk|7GNy*hNQN-!RA zEKtd%EgGE?g<^_#+(z}sabsOiqw#6$I-k8Zv6!NA=z~5#9wqlHtBAQ%aBFJxtto0E zUd~C;*|(mG8R~C5M4wQwz5Gk|T}nKjKUCLz;Xxd>OirzExktuFGIy5n<8bY&h|d(c z1pN8F_PHgOf`0^pcNXX;VL;gydfXW*Iz&HPHt#+ix3sbQRZdY+Qe0?Dt7{@IFQI)F z+eX1hXPR;>worMObCt}xS_cr!W621_0cdikpp_ttJKi)HRY#CrS ztq)`3GWBT%hwo(nHP_z?`AbC^$Jp@Wnp8Y;ZoabOvm^|9^>N>(h9o>2Y5e{2H!4=l z3bz_n(D2QzufI(D==kYizG3V_CQ7BafBPFp>d3LzRmhi)>QYwzOWsjYYCz+|`d%u= zUElatS)7U|rxH7@-cYe~`;rIBX*8@cD6A|b`8K<_cLB?s)K8qujr(tsu^fL$O_wmy zbGGN*KTA4pUanCwtVlzJ8Rd(A*3&S+bHrk~JPo_AZHk$=K||)8COVOP%U?FW>>PuM zHoJDq39n1R8T$#{V}mJJA(f`HRgH=Ht@=fZ+H~X&H8y|OqN5V^_qAkFe;HpLsc8vx zG;h10Wgx>u)vJ1od~=du9()BX>*pDkdfzSY#mUmWG{iT{cPcvM^TVvD~a_HrDtr^`oSuqnpC^KK$~gQTgr)3{&V{ui`xwZOXz@@pTuyXLIoO^s?iGXEyeJ329%a zNj^^|{#*PY3)SS#@+&j4QT6aVr`h^+q<-CW?p<^?jyQ!>>Y1=``C^@a0a1Clb|Q?& z>d8j;1;Q0kj2!$YA(S`NkcZ1{PaKfqXQR1!41pDV;f(vV-aYGK?S>WN>|1<{;yFyooD;#xB~Dht&4+40T@?Hu;Vl|K#Q4 zPYc^B^XXia5W4H0v?>p+9_#8YCjWcfX5!JC1{T)#4wSN8^3m#ZO~Zj_1vvAZb13m? z0d{N~QFv9sLdoW7|J%JR^!0S?-yM>V508x0XiVqhflQN4QMCm~<35~=FfYQruY3P2 z^eDie^WODOYmhhwx)&v#cBJmf;q=s22e?64Ce-#Uf zp9OhIl`JfZsoglRH6O$BqJ6#;<|DyPn_rP!fOlsc*1sp~TdXR^=0&ow#jbmPN+$~^ zRnLD>$jL{S%q7oHP3Gg|>7lbxWSmR)N}CL4Vd-M=Jl%#|lssv8?Bf1B{8`#o+Hf%s zO|&<66W{Z2iPKiG+$Ss?Ke}_^rw5q8U$<4vuZ(=rjN67v>KHhorT@Dt9`>q&2 zn~QSyh?27gd8n!DQK{^ajVCwsFxWS;uwK<`R(2!{UF57Ay5+Mm@n5x5Uw1Y(+@YBT zxRbnguibF`c?LSls_MW0k&YV*{r`NfOUHP|iHP97bPTu6A^MFn@ju(V3w?GO`240` zXslc^HmSDvIx3}Lkinwv)t$*W9w+mDR6P|N^T%vz-lXBbst7Bgt~5+5%G#3=&A zf0iz(;}t8XMo#E3vDIc{>eZoSe9Yf{@V!ndP7&unOj1&CuD9=Dls*-Wl(kh7K2vcZ zt#GzopCeqY>P*mB&+b3 z=@gXt5GrbCNyX8pfvf{d8MsaId9cjxXngQeV6&9gExae;{kdg%IF>ClmbTzW;2d?y z)di8UII1r-S6@Xz@t<;uBXv|9OHmwqd?o>7*Ey=}-yTZx?(FSAqfngD{#`!(Js)`j zYt3jR@82y==e<1;kF&yT345VzP=2(}tKN`_+CheQnlBOP$~G%?&?Ar&X(oHDnS*27 zH`>4n=cOef8xHxs_}TSG!mhUsQwB zMFt|aB6qMoFQO#sR|!@p$t$XA7UBKZ7u(jk7NK0WRzlVDe3ZWOgG*VEi+aZDr`@H< z`{}2|fYJKs+^`Bf+-c98f2SIE-(9Kt z6Dl#TM%p1mqZ~JjMu-fBa4A zH_9RBo@TJbK|X4~eN-9xj&}zvQLNL))gEK28k;s`gmMdbkmI>X3ZO zFE0YWJUe|ZPOBU>KBfmfH|JpwCqdONkc&&&N-gzjIJns-x9`a-4n`(K?3xtg;Y6@e z4L_WX%sTb7>HS5x(Ieo=E2|>hLzCJu?NWqKy$T+gtS&+8fV#KUFW7iCMC~f$EgOS$ z#10vMU}MkLlE5-KHZIe33_7mHMq&SePv1|Mpr#{70lyUD`8azm0h0n8W0>hD2o~YH zuKln45=!t}V%b%yK`G{Uq>hDr!-3#`-{XQT1#>%R$q z*r;Hl-L*@k6eF)VXVjXp5!XN0TJ6lns+^_O^)p4dvLwC!o=YJ%+}5y-YRbpuhosFa z&GYc`f%M0WhHPA=v(qhs^rM};wv`yvpoFzR<%o4I3M@AtvsV&SAbbcg;EzP z3-G41S!nHN7U~-=fz`nUm|p$kRHbAgav$8K#wA0c{)v<+LnR@JBtw?UlvF|`MM47!NfISvGGxv?WuE7mW1VyMKIa%x zqEV7kA}War#e3dQziY1#_u6Y+_p`6(-m;g@^)GnQQTY&c(mb7xRXWmqmj=z2gEpJ;($C#47 zdm4{uc(ms?N60*jrM_R=(LqAKeoRa0?d{ndc;@l;$CoPPiMIu-5b zy*@PYQgPpR-Iv*~5QQ^u%~CiJwRxXaH1)M(NKjhl09QL6EPCi6uS-GSZ9H~Kifwr7 zQ-ne2mNqer&m&G5|hz#1Ht&Aaifpc?yK9{jaBQiVacY46GFku+BcJU3(dvp*~+T^xMin^rsvZD+-*RA zqLb{2le594WA85`$K53;ZFfTr!6h>OKqzq790->BkOs~?fBD>^(tvBSX!Apz5a{@w z{BOloXP8odEh|2I8u<=SD~SB|fwFpjGfl%Nn7GzSOh(4Rk&|DA?w-zqL|3kiq3kT! zTqYARtr-ssXZpj1hqGbK_~PZk{(Mm8c2cptln0HzTb_P;^bmr>NoPx2K3Q_pSW$c6fHLz(oLuYH6z8Yc;#v^7CFq@!(Ru5io}ZY*c#X_E;y7DQ3Jl+E*a2M4KrUU z8neu5D878QJlMMi8e7gfiGQkv%!0l9Cok53=;GiV_uOjuEYSDnMQkK2)j*VUu z?0Y39@YbgZoP0L>7+r0K5c8mui!sfxtXQ#4!=M%NU-6pkJJAXY6%t2-FSLTTM8Db} zi#B*3sTQE9(heiSTz$N5?NAu&7~tN~4w*d_?c=#==D$`$vYQ5KQqN4ccF-WH zK~F?ihYolt_N9_09hh}(-sb_qt@@ww(g+A{j4c*4@EkZdxteY*h+_5 zv2NaBVFJEOWbfe?B;dDBwD;{$0&cHd?Z6vMz?4x@Z-+ktDITHyb+-wSeR)i<)rWwE z-3{YCHwgIGQMdHblYom+zWDbl0UOoBe@)KNpk9@J!-YPzYo&E zsd?#Y=36>+4&I)!`c8xYB5n&5%+jFaqr#JB4mw=XdltdJg$AtpU4O0}r$V@GZ6)7L zDl9VIS9TXtVfd$9$2V6h*kSJ9`h8S*$&%CldXR_%b1-7@GaQ~J@fvsYe7d9qRV6T=Y<8TZGh<~dRt@IFjmI|BfwAeh3(d&01 zIE~s%D{V)hP~ws$wy^uKrap?X_aGv>Da7nN6-vJ@NDArFAYfKeM*S!iJX-9YLMlSp z*~Lw7E+9MpuC1m=EfKz6^BQZ53oP1+j;TlSU=E4az#{m*}3|O)TN(`9d zstdX^PeP`nrr-dB0bbYFtt|^>K!ZxA&5MIf5V+~gI?Ts{nf>Jc1N&Iel0G0_;Kk-x z!L}=!9WW&2_t^G&2dKvD8#5X^Alqn1vvWcxT!`DrfA2&mOwlh4{F3g3$fWNM(xIJT z+38wI{nZI^vwiwquR6i3WA3r*R2R6q7iu4V*9B%9c}Le==>|Jq9?$oV-SD^NeB#7> zHzdfPGUoc-4HZJfZ*i3#xbQ|*bYiL-+FNs9bAIcF2AQpik`vvKeS5IaV5}R~nkxqV zIoJ(jQ)~9^GwKG8x7{$TsNeR zSgX+uXU^#yxU;JpJeO}26jtqqTbj1%6Fa&g`Ki+A7Ugb;(tfjzH@*vAY|CG77S{#R z!cs@qv8k{tu~C9ecZcqDJ~oxE08T)$zZ9&hvhM`PR?89lbDco%diDF**-j9?HzDkVeUS%12#r0u*PW}@b{G884k-%ShVor{b|+-&YPS!*B$Nzcd?pR$4xrn6`AJT zcfAW#-usGjcHEh!=AF4(X~vCmVp6OxD5t2AhJf}WLV zT=V`;5IGvTx0K!I!p=XwCoI{0zv_P57~cUK=8TW9dRWk#_*L_o3JV5zFaELaXF*q8 zQ~mV-7I3Q0dzx9WV8!IeD$xTh(3-ISam<7TzsjPWcaAXOau2cQb|~8?)a_dT+L@qw zc=?>tEEA+7lS@jrvq0?KCW3yR1?L|72VO{Jfzk4_-(QR~;Y4?VZhRgS9-KNkKp+!d zI%~MubTffd^yLdvCKG15gKr0ju>03{Qlr9|a40*fF{gm>Gbx>)h$Tsp*!`^a|K(7}$s#=&kK9ZH+g+f{}RH#V1qaowST++@64RwxZ# z9pK&}8BK!|m1m~*>CqtYp|7~y4=UKp`+t6Rm|(d z0s64$$p?>GV87Lob6FiNP~i1ar-y8TY3KYrd0Gpcyi^$>C)EN1iYB!m#arNUvErEV zP!nimz8l>CrU?psR`8qZG=ZAOJtJMsCa~DzpeDMz2{f;q|NTt03FeE6Ys?ZF!8~cG zj}p@ed0dTm{zf*!tQXhD6UQ4M&)s5S$FT;uk@M%r-nx2t`aEWoT3HWc+D6~Emezw~ z2X}&hK|NS*)^2|FupWk9e%9WbQ4gFVy}^?l_0ZRsSse1W4${+NzO3%9g&R{LS3fap zVSBiH!&7=KByTwMhS^>V=I)QUYFcVxp!kZLPeUzut!a1Ts;PyDopMRN>uaIMx+9<4 zuLgDoGI~PU_aN@d{RZz3Rl`%7hSWO4Y6$c>UZk(bz9*U5Gp}h?!>xYfTZeM0KvnVT ztao}9W-R2HXPcvzBlW44n!2+d*UCS3pYz&4|9t?1YJRE>e_n`AiaS0_0{EYn4zr* zp1T|dcI$pV3bG9b@7sMUo9ThzEtj8ve3u7IHLvNr^wSCK3RiI*;j%+_g<8#R=~vKQ zF{leL%r35`VPkTG5F4C@K>+C{!chUT4+(VD@PVbLKu5HSc|CYs| zT#?}JV;k6PFf()|BGEf`^zYP+s3zU}EGaSut=$LLzs`+8 z>G9Qv#ad&qcHZgK>Ao0zWDzeOpb>?=ut#y(g(!sIl0U>Y#Nx@7KA%tSh{e7`++Sl2 zV{vbYLo~}K7OxsOy#D1Gi&D`C4@pMG;tSVI&ON!Yc*^CLl734pE|pLScp8gFk4Ehk z#$wTU%)f+tDHb!8o6LTdK0xjx^@XkU2k3vW-t@-n2k4ix!+!JB1B}y8w`=4{M2ojx z_rxU=@i;ZCN?9!tU#6)Uwi+iQJzpFfasAN^b3#g&XLZ= z&*vSU$A8a7i5ItBiyq|TUyfE&Ihz8E5#@|Qu!zXu-X&(-+K%SfxbynLe@x@VVFQI?)vCO%m9_!v;-Ocf<9(QlE4j=p1fLwk$s%H)~;u*!A!mXi=IOsc~+r6y` zbvb1|pXhADQCd<|1<{O#X|6-ZIa)A%71v`*QVa4;2qeTRwPMc)?KfM*+VD)nmbSxO z6cl`S>!;5i3UU^GOLcak;8REWX+QIJTrr+CFRy{P?slh!qYL8Hf8};v@>J~k#|~u% zRIFCmW3#fEiesPhoi(@9@UY&SmBlw`xOJK(AwbYjpt(rf`4bIM_V2aY6?AN2_HNZU zK}Ug@>p4L_bbPA$cw$`^9XT@vo(xUWk$nb)?6e5Bzg`_p2_ACtddkz+U$o_X-c{vMbq)#(Bd05!C^2FF5OBQbIcISL^l7(?v z+yhi=7PcSayj5hwLZx>*%3|zTSjHLg#dbZrZtK3=NQ}*;+ms!WEWA5%uwjEV3%zX1 zPI7Ky;bZxgBa>TLxcX~h^(%Q6>J?e*FcsOl8BfC<)$)_N6b>DJ%fQ(OPif+ZZgn&Y;)U?B?DjD zX@~wi$v{hYJytM31E*9hsqw2BxHC(5I7^U$Vw?}|77H_w(^g;w^E-+8HR;Narb+A{ zRz20(L*jek>kU1v{MvhIU@bey(VOc)nqpQC$D zj*&AojC6?_ZTv$+FI{J~ool3D&DKE*U)#PV)p3h^)h2BO6Ywk6h1;ly1M!3f4>nwKRc_&Q-T=w zV6v#Nq#cXxMYmbnw4=4RTC$vTJ6auFM$MIMM`5oq4gMPx%+5TRxLuKgb?bIzPrPfx z{cl`u7i+d*fZkGz`}bB{AsqCuFTWL!rB+xK=CokdxR3A7Q!P02_Tszd>Si>FPJcUj zu^FFOa?SakZNdhns&m(bn=meL)=j9h5p|`v^R~Th#O)VjHbm`g#8iiX-TQ+ZP(9WB z``hRBxcG;gu`H|}{doK{{%F@@%}|oENkkoF?fHjS@?4jQF$c@A%c454T;b@VAdLkttk- z>0L3r53W^WzWUvj{o~~r-EknL9<8_IkAsWtKUYqi-5G@XViCoYwL`%2%i+3#x@x{d*az7gLF>!zH z%<5lxm~EG8oxUp%IWi0W@;t~vS*MGwgS9zmq9ec9H}eqfU2LD0?|z5|L80HCY|la? zKJC+k)fqTiv9qy2Jsl1GKi*t3nT!ilfvO_TN$78&o1Oac0orD-<2)N0hn%kpidBBc z;PlwgT$g4n{#onyXhuI8R}2#;El%D;3Cbsa?0Bg3bnBP;|hFO1$hzBdrPea>9$ zGxWl2sq(!+B5v5LZlgpCK8I6$d!(sb9MH~bU1Y|f1q>HOOZuW2xQEFOD;~T6ms$p2 zf}96b_1JFLak&aAdm2}AZu5sV4QmQo+k?PG@4kq$a}bnK)B`N|L%}qGLuF%S6zFXW zNVtAJ3WR^vI>}2#!DGQ@X71M*5UJ?qa_)(Nx|@?LuUEuCpz`{-lDIfnaZ5gY!9Nj1 z6swmk&nE&`etSZuMKZL-$F54zOoqT8Pkm&hlfj--W1a8XRCv7dZA$uF3e1!^Jnb7! zf%XS=&!XCrz;LaQ;EKu=7@aG=@a91ZC`CEmNJ`Cs80+o#tK+jEkSzGqe=`fF-3m>+ z&t}1JP@R6ZK^Ba~sBoBOXM?=Y{yvHLY>--azT{&_HVC+Fjwtlb21`cWsC#e@$Ztqh z+j}DiboAR!i#q2(p~}`lfT9Q39;I%(gW7 zQV=JX{Ny=HU|UT5rGZtY&~WF9#0id4$o@C1pFdp!N2*0Kt3H;1cjv3Q{)cP!4%lL6Y#aGdD*yXiHSoa{Q_Svd>6N-LD!N#B?lvr`ABK@k|dhrUve0 z99^?dycSGi8dJ9m)E}6B$g+&>@ ztH!Nx*|2-J&so4r2nzx(lskXw1vd841o>s7Sd(te=Y=sq@=1ZsBTOl!z z5N@ToAi`K& zMD|&rLImwn(Y+poz+W68TzjaXyT?peeHRt>ROP)lRG~tqRIfvA02O|O2L-KBpn<91 zzQm7PXkdTQtb*lDgCj+9SmjBBed@`g2Rdlryzo%Miljl+tO9 zt5lxCc@-v3|ElL-W}lN_ z_&Zd7s*eQw(}p%PPe^bnP2uC{At9~6zGh7q2?gIwFKuR#&?p!(rb&{}sZ!x#Mk8TZ zW=G1!b`p-x*=xCqGN5*RX*@)P0ajgmiZg^5U~;D0seTOu@}vg@hbl?nPejpAd<+;0 z<<8BoIa7nL~~pfYI9X}m;&KvbB4M<&V6@B5M>(n$Dd|D`D}nS>2o z<@uBcB>1>|4r5G_uz2Xx?xC+F&>fXt|N24#wfNh$|HjyJFMB<_CzOQbm3+sK1(UG+ zs8_L50DE8Kd*224vFD5}TukvLpX|r*2on8AlT4bf1V_KSx5Wo66Dqwj{(|jXsrsnuNZ~ z{YDfk66QCk%RfI(LZYKN?^kmYy!D1>xy(o~{g)>ud6AzQy&836d@{BrzY_{J8Uc@ZzLT$jwOGu3!}rY zC9M;APiZh_7XEhNF%6ootvQy9vHX*FUaqXoPd+#r~h^jj*s|r{;#bMlk;j2M$pi zq2IH2-l@6~Yz-!jK3F%x0e#tM;d6};#Xc!<AXF_*y7wI;H+D zsur-kW#iHCT5#X?7&reygR!?QOF#Q)@N7^WXY|mZ%J5YK-bI724~w#A~rc-xBO#k~}WY<^xv zlc9iQ?me~MfEwVE%>2UVR|5hmycW;Ys^LqNHdmHPHNSnCH-f9c+4)wWw0{+p$|b((xnBiFnNd<~J(Y0L3}2>oRzir;ww3v(WMIwf zQcGjWkf4;!as4qFCdDWD4up|`H0fQm{vjE<9V~T!`;(z9u5eshKiS9nC`TOd`jV97n_yT-BO^L4sMHgD+QA725BCbQdk!7-6qCW3@2ssR~*)g zK+a#%JoRlM)CSq==ranTGka|+^i?4Qt=T*gh%SJhWf^OakOJU(s(2x0{|o4CMd`90 z1#tM?Hpdq67qDl{u|JHxWFY|!8|I3C|?QDn~>N>Heo()_=PX=5Rv*Ee_rR;m_NuVBA zsGqr*1u0F|E`O;7JL*B@j@sSru3rb0!vdtoB7+3XG<1PjgWnfRWdL)UQ|gtnGDw- zuU!kH5Vt9**>F+I9ANJmgv4%lTmy4_vl~%2r8< z5a@b2T0uD;QX@1j2uj8S_Uh7iZF)4Mj|TolPosfcZzRjREdtyR-rO576AsI%G1gu! z;jo$BwQVgW9Dayze=g}B4!17L(|eDH1DjwMJ$p+4+)b$1QBmy=x|gr3{;drI!Nrnq z``P^A*2Z(FEAIht{|JcGGJF6h7Yn39rv0GAdW%_eydRXCJLC(g`2nXuFMRGcShMD(e2g6cn+vQgPO%5?#KN4VaXY}| zrZ>lF*a6?Qi$`yYTn3V+?XVBJ1cUZTk*{uCga*6%XBQ+cK*xVes{Q$n=+;cL)r_$d z(v*kCj;HRRxZvQOb{Tij3`Eb4P2WLw3BA&vwC*A$<>6tD=(}kA_`xf3pY9^k>{%b> zI}cDnnthchdVuVb(~@O*{E_Z~tqv8=VMr8naTv{cj4s~j5qHBLqx90UJoO)s(O|la z+7ZDh#2~-gV|gSBoj>O}WFHVN(ZTXo`GpMnm(nU^0C zO+hDpgM)E}6m)cE(VL{5g5(2QH2P0vAi*tHGu-Sl&`zFhhWMQf)Li6zdiYTWDjG2u zh<%cUBns&!o1bT)N!z|@bxIb}Sw15%I6y-5RiWRMaT59fT~*!Ra?q}mC$!V1b5KM3 zr>FM6a!@|q(?#WXF8a3heZ=BgE(*V5a;bnj4;>M{%B{lv96cQjic8^pj(o=No8Y3) z(b@p3s$S|j3T(aByv$XA6i(fFAHiFIBHu*As!##C@l!7BhGYSU~HWnlI*Y+B>_=}NET6aEKtQaXDij*1VFF^wz)irX&OHi$zhIPuW667lL zs`vJ`QY5tGsm^A6{tvzE1pzXfwaFgO7fRgAojDDA3mxgMyTV94jAm3Xi#4^8kt+YW3&CAvB&u0{?06p;?Q=OLvNAwM%z&lSRU>31d&9EQ={p(8 z9B^6XnE1#C*t7 zCHkjpedfq&C31^+hjDvWp@O?votSSG;!K%Yi3+Mhwz;1zEyAkManT3MlF?Pj$RJ;B z;z<=69(fy5om_<)N9`kmGpmrc_JNJ2c~z+STH6=NqAJ91ce_1Ox*9DcUSzY8t40_c zmzUdLjoKq}1s7GSk87ly(=}-8pJf@Zvo$Es?(iz7 zO$}NcXVKGaYtWt%X67-+8g#?Mtg*MzM!B?n~juxB^2}q z(UylQC@9spU{@A}f^x{~-LKFoDDIfJa%46Y`B=W}x6Y@cFv(8oy`@wXF564`L#86r zr{==$eH1j@$&iFW3aZt*mc%zoLB6XQTfcs%AVJ{^dn;!t=o6_zpTs!l`4Hx2(iqD4b<9n{M_CuqoBsWZ!gLPM^T@tg^446LuA=9O9?w-zigH6DJL2dE8Sv6zd=K!*tzcL+eF+Qu5-3tG^Cs~ z+okw`hOV@ko2~`Zkf{n+ZF@KkMP&S%&5EI+tI2r{HxpC&}_}3SUNUGPO zylY2gzH8Q^4_4BwTAf-{W4%}5@yS|r>&{%z`vDpn%-U+9U{Q+}lry+jZEDf#bl47~ zSsIeh(aiXOfddH*triYop%$w#GAQSkHor(JWXh`W88zG(p! zsSjQi*LX?HtNARP=%gUMaMIG@UJ9D!d}XBig@WGu+_q2iprA{pp@)mTDQF!z#1{9b zplg}pfy*Hj^i+AlSR7A5Rvhc&rDZ9oi~ZRqWj z3{@kC1|6Qv@oMDy0jLAM)#z@_>zjujRwHU^lU#XZHNvN26D^)pBkBJhiFB1$p+J3H z*#1Nn($xFU+`+gCUFGvle)72zak^=oabF@MtE+z6ci1XX+3)=lcen}O;lF-vPaz}j z(~4;}d&$T)vri*RnT&qN*3#w)4hO3ISCFeiMx<}6GG6B^Q2NopR{u$&4)~?*u=OcN z(k^n%w?oR2D_^`|i%J<7o zt(rJifJ|$HG>p#_pkIe0KW1IdM<1m(2gbXbUoSfsO%3?==9J~4-7d$(>*={jX2ZeBv6dVZcqIA{GVS^nfI5rq5y9K8lZwyB5 z>P^Up9d&&JyC0%IuY}FsSv^GQL9@Cib^THG*R#W4%l*+y{Y4w{&H(hy-cfiU z`v&qh@9kZ_YKcy^@A0vCWQ92Hue-I_Y=hF*?avmKzKA?LKg_LmIKqrc&EvGND^Nu4 z3VeCc19UtjOB73dActdN_~^=g$hG-W&if@4F5dC#aS9EE7S4pLe>x(dWm+~VvmMh61G}A98V#2_T0|5@`>=&CPqug>KXJ1Zx>M6 z@eCMk;iMbYX^e*C@?o}|ZIIh7A1b4y4mQ_-9{wG5PQ+BKcb zD}(O_-A%$C<-~v2l*+U~1xUYBPmATQfG*>lQ0yET1f9SCyKYPdg%_vmO{d9_wtnYR zotAX|M+ds~cYA~t1 zFWd088tT#nW>uvraPwV*U{@mr-aarD@+qM}qRrI5I8!RT8sHet(4xXr;jyz?%3~;*KC-Q=#BRLj-q}ln(_@Aoz9m?XeRL z2t@l7{QDCcK<#~`d-O;HC55~O)23!32vB1}0Q0JspHt-tgfqF~&?XRJR`Q0ju)B;n&eLb!m3d;kOY_B{;Eh4-0}mGbX)icDaSsP+W3fMMcW|&Yl?)KQg~R3dIVTm}aA^CU zuoJEm>*r?%7`WiDy-|sM?h*?)G(#-L&$EDjWm^1`6$|RzoW0tbh= zf)*1NSUfl{h8wfs)W-IA9Vc0!q|ub~Nsq|OZ6Rb_hXpN%#nnAuvEWvf=R!yw3j`IP z*F2@NK-~v^W>>S|*P`5xGBUBBON{$bWg=g8lbV(i7Ieh%NOcslfHSxx>49u3)ZbgU z|9Dp`XyTG#=~AtrD`c5iF4+nuSLNO^#9P7o7fbGoNGmKQb`2~Fwu0XQN78=+tq`0o z<{`7C6>i;J4$<1&3W}8pe=Rq*La*^qn>$x4)D&Ou2wT?*ePSOPNo=j4mYsK-w!(rR zyG+^+5W3F9UK*VE&4L`I6R+79SujpdixZn;fvM8sS>>NBxSRY@&~S=KhFKtL-zHozNX$Pr=|P`aU=pg8+|$Q`dIjr?KYLg}`cGDI!v_}V zOz>$k=N3h6P`?Tn=%?S#TuduhnA)3yf~tYnC;$AY^Or%a08# zFc*{7-$dxU{kX}76NJ7|!v&iChgl$T&O$^)jfh(wnLd4x1z>#koWBwa65S7ExaRhGY0>OtDaiAf&n~B-Nt8+!A5lXi<~V6CRKxnHV!gjt7rCQD{BlKyG}~ow8Wt7 zgTvQH<``tj>X&Ao!QhD6+vJ*4L>_%NKeicS5X`ryWlSG~&+HZ~c3lkCe5-zrwlKku zMtXDP7;#@CQ~&%?3=H;XDC*IfP!g3Plc`EvZ&d7SP{F{-VDQ}60~mPjou6e@Fv0on z#)Z+BOz0HIxXxC>1Wmi^0iuOWi1}Ket@MHk2`QYj2DwDs*@iV+5)-K39+%$DV8UlE z11%(kfxd2dRHpz2;-a%VN4H?0CuY~bycvTejV*J0Jj8yt?D+Ov?Tzy*14 zTd`xnW;J&3<|-2k1jxc+f0-bm+NPJa#01+x%Pz_y6XM?L6?DuoK{(7ic;Y7$yb|>! zIi{IVSe-DfxA}=J`n42@NO#TWCCA^re8)o6Ub*%N7NV?UrAXqCa;AQ^OdN+zeUgheNT}@X9kb9I97j{?S)3 z2qOJppIF9VGJUC8WC;T`TeKDP#Goam^XuXr!k4oAB0Fwlpe?#7OUIp9e?jMu-3<&* zHQmehy^4YC?+M)mCk$%zW@JkoFksinA8WphfyBb@yiXS~a5u8mnYSVQJ10=ZV}(J2 z0M5J90)r2>4QQx2Clo$c%R6`K(b_`$N4l25)aGKZYN_P!)LB8 zFN6d8SCt+e0UVZ?Vqw%+40`h2G&~4>^^O=%jztjPuUl}`+9M3!oN?t73Bh2>kKIu* z2m?iuaqt+SuQ^BP!&O3GZdcz}Awu79dOEJKh{3Xck(TZp20s`t2QK`?puZv^<<1la zLh%$mrijY^o_hGO80q#f#^T6+9!m*=cJ##EFyeMayCe7B7EyS zW**c>_}0^6y~7+G1J*$9F&?5HczNrR=uSf4`eUbNG^&a7^$up5kukWHvOVh>p>MjL zvv&}oZ-erfMGB#>LwcH8#S08lzipJlbBQ=xW5FR327z_m!hbRdA2@v8$4}@hC?H_I zm(aK4>2T!nMB=#zMQt`u2<{1u^LY^ZF6&7gkBlOGaz)iNhtRiH!0&J^q3`k$wRN2j zF*tUuzj-2%IR9?@Aa;KYPU=7B74ya5>uCP)0dFENenl}og0rXAspVS{oK3a%8F3~! zJJ=s1aEIWmo&0g%2Lxx8-miI|yoQ7Jv4l(uXB<|CyZ<>{!GYoOUiXe24oPkOCtjZ? z_{#XE-A(v5Ju%#JobYW@_laM%7C1O`OgwyRhJ$c6S{gLLA&_KTvS^IMOzi?`lOYb{ zHCfR+^>J{_ALBW40*Cs{3yo&lIE0VB4Z5aH{fK zv+oj|(47%%j3PMU8QjFkBRKJ8QwpjlIFYBSbX<_&tl%q&fhk_1AG?DB*AqUzs{AB# z2f>Lsej}0=!HFY&G%ZJh6W{)9D@-Lg;oAFWY@G11X;{6m#b4swR&w_C5k6iR@@+1g zXM#>l`(eFVCahL=$gqAeq5M-cr|J~ZkM>+~2$^6)6}79qp6EkQPWxDl3^SqYR$?$G z!CS5cpUpc6-j;CY6{r)u{gu5w^9;dTM{nH4h2ZVi0K2^b1aCbAmL`%2-g2FOQ1tQ* z6BwZ)HyAh*7M#@;zA%{3&7<^lk>G8VvUkmYjRe2h_Jzv4VuD@!uS;5WO!yJ7PsftV zgx5zjl-&q|Y?hnd6G|rfVo7n?j4~!%+;~u?ny6nSQQlo|iTag%{($5NQNOxne)6vn z^()EdHk(j36I{JQ#}zV};Jzz>rJF|7jnjPj7n7MF5VkkqZXy$=_79(pdcuT%Z#-o4 zVhKIQRhH_AzMS!f$$B3_jHMo=?~j-e{-M-wT?nDmp+ipFh<<(PWAv4S{!BQezdp>^ zmkH^$H%6~`Ga+@zlH_-fs5^24J&7Jn@M$nDDZ9x8ixg1>mMarP2Tcq{t}(%T1jpH2 zm{7Cy&QZdV3Fe=4S&2go_!f*Y%D*tcwnERc^%Db*IRA+avu46faA9V)B@+U*C~0-( zMBQtmhkrQ31g3cO$)Bf~aPVJpsWXcK!bUL(0Zay@_ztlrzh;1hf4*pWBLh0AW9--~ z20RQ7?i;9Mz}9Kr>fclbd?EgqDpU!*wy~|?Dooho!4Ja+m=KYLU0hWl-m{?0+^2{E zholk;(()M~`np)IA&&vu_itJq&1S&HvF?gkDPsM0#xPZq0jfT`dmK_2aEhlXEH;VA z|J^p9hNle3U!jZK7hr%O#}r<_g?LZHp$!86F`%z6xh{~00sjL40RR6Kmv=l@-yg?i zw?&Z=zDQA$l~uiwnN3MZNEFqVB9tPLLPkaz*?Vsv^W1ws%P6IR@D-sUN_G^#`}^zt zIOlQh``+`s=e*vpx3b+<0bXtfoPMRB+|9v&{L5l-O>7MK#4afIW&;Dn%rw8*aniw~ z;7DQ;I~`j0HGDvtZ__|P zJ+8mcp9WfolVw@kXb{7>l&a`O1FncY;l@{KV2*F%arK}8uX#EhX&^Lr{^%Eb8Z_E7?6}U-pdgFInQe#)>E+jVANW9p zqU;MUXL_mNS$$pY(OW9mFfZB?uc>gd-^h=nn+ox~ZHhKsR8Y@sdPr%fLe49-G{?h0q;VyF9$LR@E&lX}XYS8v)i%Be74L35d8BKh;Pfpr@!zsJD)Qz8%}2^lK7uqcQ5d3) zqJ55_JtH8)D*z2860o7BH~XV70hf0mKHgXYB1f-CDLf`X{rSFFe-j{bprwA5gI4>)^R8|RoQsp4-Tpl zc^x{xaZr)u3bk9rVP1b)`T86VvgTWZGTjLnwRxpUaV20&fbO4H&ID*yj<$YrBp~b` z(TD5y1VmqQp|gC#;oI4-NxMJd;Jx#U!{H$u_P+GnWB36F-&M1r^SwCK#NQ0}dy7ML z^_P@90|N3{Uyrxw60qLCS@4}U$^Ui7`R~UG@DiVX&3cr8D{D7Bh13an#@#KZNOGKz zwi-4fIcl7yr8^%c;L%N!^8s=MoG&#MkCP?9^Ns<34LfEzc9|8`P zU{W)p1PCb^PH>43uzBf4o|qs3V?*9 z9Y`WMQsWKPD@cykA7WORB*&u$ik`+nOJc|`e-ekoGUc{yUvQ8!$~e$FjzdBHkHzUx z9J2mO;D9 z2ki}iV6bChQNigu24zcV$?q!$pSgt_V>hVFH zD)M>W#zXey80=b?<+WGAU^+*7BDxTR+4uRj#d#R?75{w7%*G(G&r0n}1_t)*_2CQ2<3xh7r8)rv( zF*x~qlCruTgZ8&)KknR0=D%WZA-4&GyZFWndR!PJoRKj)$Bsd?DxS|1VQ+T z$mFki2#mFwMR#W+kWb9WFi1i0YsGxCUjl;n$~%_xq7lT!Pd|J65W#7?>gBZ%1O?r0 zxAxsZaQ|hlv#B3~z@k0zZw_Jb*f~sk;s6FY@$+5F`!TrBO$=<6#$a^EjJ%X22JbgC zI%|q!An!Z0ZnX!4)qy{)9zqz1H$~qK5x}6R>63oSP7Lfsr(~*kV9<6=QMq#)1~30@ zT38Oj;J5t6=oM}ZVvm2$L!eqxr#J6{!I7H{zqp++Sn3;Y5Iu*%H5I*h z6*~;7+Uo^O&tQ=8a`LU~De_!X!V&^4$@Q@z=M&5@xT#R2Q)-OCf<>1+%@Bh#{JS>| z>0$8ZY0b+y9r7Ichdth`g+Xcd{L=0y1Ww%JI_er21S#KmWvoh`*Z7grGs+lHUJa(k zNRWC~s_@u~JOZ8;CuP}MVuoJ z0oH+%srEQL@%e6&V~a!X8-e(e)1*FaJYZ61g~NuR^i}OK!+lBJETe@OJSKJ1m2aIZkJL>Cm)q?vl{kFW zc=YgH8L6N5i;hnflN>U<8`uiTy7vpY3+0h9TFOnH)Xh)w{q#X)pnb#|N3RefBBR3e_%iLQ6QPW-+pc|fQ+dlmlXVP*pX@b;;s)4LATnX zTD)V6J~;ks?pr|tg#U&q~L&*1RrL`BgzYch|-ozo^K30RZB8#j`5{{66&_`nGQWNt>N z5?TZd{^+}djuEhFOJPu#2Dx9^zc)Xs5)i|h7QU!VfWy{soo$K)xSRatkd`MvfuCSK zevp8T%kwO~q<@-yM5z5MO~AR2?X%&M1e8T)8D@$T@Z!9?GGz||Y7coAUkQ=EA!|?N z7XboHBh6>mc9K45t61DlUIN-^g{#ur2`IF`ce9rCPl{O6%~q1DcTBoCL2`Xj9obDK zxyDeJfp(YlWmfx*=_J?L zZe~QR{u=@F9Pcl`{7k^OGa)`PMnIa9>*${ml8e7~)6QW6ZvN5yad41ar`lAa*H6Hy z>dZmM_XN1w&x-lKA%NIv!x8t2{7#X6v!WMdUY^{&cn1ML=68PXC;jOFt<`ph^ru#% zayL0he`@HOcAAg$r<|`3oZ=<@sl`_Zrw>n6EWIR0O+v11k$C|sK(eAB6rqN`{1IF$<3 zf?l%)&!|vn)hzNVkqT`Ol*@SHsqjatAu1r23P*g@oq3|EaHT^*@l7NZB5dM4XCDx7 z>3ogjD9P8M(D%>KVR;fa6JIUMf zJ*T}3>8JFK-fjz?$KjHB^Lq#K{KgnfDDdAP@0+HBz0GwTnvYjiog$-gUcl$mw-SUs2mzFJZ1A( zj(I3-8f^oym}q;&yf%1BG>G4|K~QMM#|NYz*pj}|y`>Vt&0(3cH>XG+(0o6y(;I`s zLzmuKlRihv(~Z*p7lYpW--ComJrz<`L`$TPo>@>%?=>V~c#qyKbABpZ)6V5^bD;t^ z{UN`zEO{>Z90ziOslfW5!E)qf8r(9N$_vt>!O5dTM<$DCU~wuVTr+|O#a22w<$r1L zpg`!J4%z2E+wX_B&C#JYtH-X|mjR#IkVC&418%i1I=a{~U?xmYNx*^uYMYBJx`r5F zc9%%e>19B9Vu%+fOFJaJQ-~A!!vvd_oXsQ4Oz=06s{g*ggqFNjAGSFrT8pt zx9)ct(%>_%^S5Pv8uZ`(F&LstgYFr6PI)yI ze4cQ0F)OHWG|iU%vnCC6ICSEd)M&7C-!q>z6&jp+n0uOCi3V+{W{P1}bkHBp{x8j( z4zo)s2T#h<;D`B7Pv$-v{At)PH!n>C8$8GYBj;b7TSp>fo|WCVsrh7Io}wSUwtkfg zM1sySvmydqcELwAiaHtY{=^IYgS-l1HTk8PXpK@tazCR=VK<|;`s&P2{ z^_)x?dqDP04>sV6q%Ua}`^y$Xo>N0Dj}WVGq+i=(p0Rj|%zrRpx91B4Pj}xK+e!Mv zh3*q@fb?C0jd@oz;z<7%%W=wboOl!53Zgt;{jVmp z0&UCB0Xc;h`0B$|d|#HlUozbC+zn0O9jFv9_pAvRSvQ`1!WyAA*giixq7lZ=-G35d z*a$iWD{A{n8$e}++T(h<0Tk(D&uh%<;aN@kV*Yp?c(JP)a(mUmR+|>TV5?ei>4Twn z-8C?4_1{GNSPgW;>6m5f8VKGef3-uh8UoAO{|%6>hUCD|;eVf0!5`QAz4E^+AyKkZ zIFgJ}ul#g-mn*^F==M&x@CumikT;FKUjY%euEwH46>zP1Q>mm;IVgJ09M;h-2Zxz0 ztLLE{UVFTnoZVCgb1Sh+FG`9*C4O3tx1bodoCu4G_bY-;JA8lsyQ{J_M-e#RzC~|7RtOU;?9x3Ng>dufU%YcN4G#`JD}r_zQ#dKWr~sFVjL)|&VNa* zi~)Uy-97WB82B@8y1esHIBYvKkV@%eQ>hC9*IlyQ zOY}e}^fJ9;6&nb)JTJ~FiMoTo$o6*a0yk(s8!B!h=LW%(abtzzx)5A&-z?~e4rpBo zUbnH)f|2STJH4-GQRcgr=o!Ke`6t}sAF%gB{%xt+TOawM!WNh_`Y#AQ{II~Uy&8mu zbgHr~1Vd3&txue~NGNKl{nN5dAQVxq|I`l?jY3h9c|}9)vB*7;jiYxq4pj$LUtEFh@mh}6OfKqg6 zyIs3@SSh-d&tcgbTZ#sCa@fzLm7*u90T;d(lp@zAUzM9RrHJdn?#7w6Qe;s3{h>u? zDLVPEOMOpaIf5Kswe2GyO9Is#VDP7?!{|T!o7IJ2bVEs?fvQ=n(ndYNW}VCw5h~22Gt* z3U~FXK`&Bo&br3dB8L{+*ZFuY65#L8TS9dxqw>r4`(^d$^T0th!H5Pl^Zej{=cXEv z^@UVZ3!tDAe-jSVLMUjLhx>h{&_=YsKtf@7OB2d%=iVUytqEy)1+a-*Hlq{zC6aSn zT2M&XDP}@b3wro1me0bW745V5$~vajij>5+dwRWWMNUee6~8*RAxDpmS>j1;=xb_w zX^#ko$}8R^HhW;`R#dp;YAc2sb{pbh0yrw}X^?X<#nHzq&+rN-9Bq|qcJ0c;k;uZ> zuZmwdYEZuIRW3vz38QoHIh8;U1+w*8|DmFLq3Oco_o*mi@ayKJNh-?s)`)QBq@gDX z=C@8u)6kT5s>&BH8p{8)Tev!jhGcnDHLcrdD8egZL$NX)@fSDOA5o>FCp|~>wrS8& zMAPPDi%03G@rei52+$E>IncIOgpNvUPO>|R(b3F{lL{K|X~^d9so!SRG&JAK@75bb zL*Apq0ax{Dh+*w9lqE$&9gRG(f^0N&R?jl=M2!c}7J|{)Ud=M@5E7x8$4U zsEBifW4qTDDpE}BYBu;zAR@y#v(ukIvl4%O7S0ezvgTWW=QaZ6m=Bpw2@vR*fyBS% zuW&S1v){qh5l1gGO*<;Jaddv~11`BY7j82$f=+PBQQ3-+25fh8? z@979BRfrWodfSHj{rjxjx3(cev1T8qf>yNn__CSj&lc1&ZE9w8yakP)u-+-4){Mr# zZ3xl&*@Qebvj)b@o6u3$^4k(NjcBIld}(wG1V-?>{T;w{7as+sn1-8A5ePcdcpMWPLjWY!?eJQ=0xt^kq46C&3 z{qcxy5T988@CiEU@o1~JKpcA4{V~1oR|HCst7|%#8ID4B3tNZm3q?l{s>ioA_@ign z<_yLyz0t!<31=P|T}Lc-1CI~hxQIp`#r2%EbVuU4c?MTLSOQA}i<`|BW4J#4RQ8?6 z4LBI8a@JwV8~iNtdneVypy^m`^)9(k81R^>tg;FRds9|}p_*urh>?G%SrZH283f0& zZxXx>eec7^D_V zeew5YaN}E+%0Dh;@IYs}YF(=wcoKBm+@&kPTH@|DA^R#QTH&QuzO4dQ`f2p*cQvGb zKD23&UJX`PjxD&xRD(l&{j=8U8W?=Nhl{1R7Bpk;TJ`AG!E%H0T6K9H+~*yfT4=9_ zvX=A8mHQhYeKI%GE2IIQd6s1i#Zn;k$2lI+=Z&y3EJD~8G{NWv8&H^T0^x!>jr#|i z;is&0##NaXcnUHZW_B&`R!d{O_+AUBA7SRGsk8x#cG|9fvJKewuty5-MbJPuGw|7m zAox?J!UYKg$@-d-8m<@w{(V<&{tAOMo;gF&*BE@jbhK{uVo<`FySJmA>{H*%o_{fh z!^fj&P=V}o?IWf=?$!~|leYC(`w{`#RX?Tv=_cSo?)xym3@R)qJNDw?RQS=v8B#Mt zg{rIXxbn`^Aobcc^LZN@L@G_#H(1c1dNFL2qDO~)G5<)eYSW>JHNvjxIO*^Ak4{u; z(jmrWJrY-=Lyy8Xp*|IIUG{DJABtpTq0Vp|ro%3Wz_2}XbeJ5I=~I@aLxNBh81JJ) z&Myb2^HQXbf6`0*$RNk>IOzVObdYB`+_jQS2lqg~V@pYN*nU|*c_y9?`TcjQqj(q~ zCsjT3^)Ve%O6PQ9HZede&GcI`7XuQS?)4V2ljA^#8?9tt;`KD+#M?DGu;?eLPOj2{ zA;(|2;Wr(I=UvVTF4Cc8DM46)?AxTWb_^NL&>@O*G23aH4pXk$W&V?Nc=N=D?a3E9 zC~K|pRgRPMrxz~`jnY9xJLrSlM><5adhpecks9iu1kRM`b12yJpuZTH#FIna8T2d+r%wI_7lmO9%khjRLyVU`c{R( zz3#5WifRm6CAIfvkz=d9Pdh^^FqmjI^d2q6;HT4-P_AMOc(Okah!tQ^#Fwq6nu~#3 zQ=hL+76vWJs7NRs19=+%$r~vcu(dx8f0c-V_p>OG;1~?vnanQKJix$#Z@hG18UvAl z8~UnD9Ck`)nD2mR-vDl2YwvXydjUINjnij@UqElGMY42I7f2nUygwe;1@kYDao-H+ z0wPJneWPC&)FvkO>FIYucBnhb*X;z}y24j`Pjte-@X?@X?M|=|+(quT6I_a~{6{<1 z32t}X98)wq;bEadiH&+EG;N6}*`nGBPM*rvFETp7qN|X#{&@#jsR;&+rFKA4PT|&o zln!8bJ}#4*+yOL~>DlvSOm|OiY9eF*>ekpfPICU>%C1_PjnOxTptxYI(;59lz9VZ+n

}G=DrC}@97fh%(%QHC8!GztONvWS0O!yxF0096043~E}7G4y`6^WFU5*1}7 zt4L+#P(-36m6gb-h?J3^6;eVO85t3;E%VJ@=iOef5hbaNN+F|Ur8Iu;U!Uik``qU_ z_nhxN_uQ1VX@*Qj8^rz!I}y^^2D(z5CzVgO!N3PU?~-u_7{s+5*e}8WpCpw|zj->u z&$xcK|3im|lZG0DPwC)wb+Y32Z94q=xEzueM2Ap9m=EX#b1A= z!MNUVmuwat?)h$Dr8v_;ZlvD%Tn-(4OG;zEzNLe~mhqQ0YIF!#EjtoDPXkTsAD-F5 zbci$xJCwYW4xa)FXX7O4&>qRuo?TCe+AEsM%ab(7yv|*0-$a9dKV-IEeoq6Vr*dLWEZb1qdI3NEqtwn}1zaO9C_{k9PpG9c>5D6}nXbl>yA^}hB`1+EE2z`7- zkp(1#e-?95aw{#s`-7X`cxx+E37=_>N^Al7Z#6!=#VxRGFl1Te-wYC8Ty5*dnxJoG zd+%k7CLqO4#r0Y@f&W~;;$fLafM45DDy9Jn3Z&u>-fsY<{_jyA*tSi~im=7EdT?>> z{`+sb9xjj1&^RaSA$N}1_JUXk8ltOY=F98AfG;U`k8m9@8}nbj-cSch4%3`YymerB zTUYHPR~_(HPRw28sDq-FF}<%VwU9pcnWO1KEgX<)rk}U1h3Fn2+R z)jF%r-HWM))7KvqEZt@E=k_}%!>hq~W|ol_Tn#+oZ?}*5SHrK?Z+Z$o)$sfLgz)FL z&mh`QM%23h8T6(VicR-EgX7?Lp`w5YXQN{O-X#!$n@>LWRu&P&-|Ly_^AMrFdSRz8 z7ZF6IUItS+h(LAKkW6x~g1F?tAc4zOz&#z+lkQvvk+yaRwe>1NepSi)mpYXox0TmK z$g%>y8~*auG^>E#1gnj9M=OBz@@sAoRDgiem`$ce1%%5^<%cYng40o<9b&Jag40(X z3FV%r5HfpAOuDiJO6rNFI>jZBXUR#uMks+FE5gURGfIF~871MITmo;H>f5(E7J(ht zb^@<$5kwa}{E^Zzi0=J-J}up(mS7&xM}XJTE62bHP+kPne!B6oXmmN_~p}Y4RV0gkj48`GY3XSA#MAf z9B}S=rGImC7Wnw4Se0>Pfn@)hO>L8zFnyY$jD4A4VImxr(wYgHZr@TZiZa38HN3t# zC#lZsi zt`p}LVnJQ!(ud@pSg<<4M~X|m3-1+EOLzL;1+Ve-5L;W4jPl^Y_p~tC5;Nbos zFh1QTU$PPidnGg-Z&L!HGT=_^@QF(h`eNv3!JsSjteduXb#n#1j;Y{wx-pRcnK*9b zFoMuOlZ$Z35ID&CEyAT|FuTKkyU2sHNGjbPH0kGy*%{JX!mkIT*Yk6CD$0T}wOnD< z@2Oxk^-;aTGZ&7uTPcES8*ih0hV78T{@WNz=9lR{cN@8snf2qcF*snRQJi`#2CIM1 z=c7jq_T`Vn1Ukmy-8CZnn~M@~uXkXhds70MS?ekt?oPlS_&jvrLjrD6cDFvVkbq+C zQo08^ldtz0%8hfDPPUwzF)t5DYC9L_A9xNNK3zafP7i>8tla1HkuhuTxla0)CT0P?0*{J!egO+?W8%IJW=;9XHsQb1) zv+#U2raP#0XkE$1rXMEDaTjvX&o)d_$vp>?oXd|~JeG^eSFg>xh3DY#xL5m$+-zKY zC|UQdJR2p3l!)<-+4$<9P~z9h9CUT!Oo(gFK@+*j*uBggOplhj-}^EL(5k10?_d)FI|C!Cq|@>++{)?1 ze|dR$+fT>rRYe}|HwpCBZpy>=meiqAMjrA!HoPtWA`cIART`8I<)KU0Q04wFc^G0| z;7M7?!}tTrT`Cj#7~&(R)5Mm{?)bsw!~gQpJvW6)T33Ly-nv%B%?0>5Cv3Ct&H~&m z!EbO!sQ~wx#9Qx@D8z}Ax0=l5*|ZXntX3^V!|d-*x34M2Z$8(ecdRc)hntDi{KaBC zUhA`2@Mkf?_nN_*LnSz}lmFfJ!4fo{7s%?(C`D(ZBKxbpWoVh}CZ~M79P1mkVkdu9 zpf&O1zfVq;=yRX>Q;}JT8Ydp7UTv<#_en=|eWI#xAx>*_@pBcf+i5TC07P_dzhNu3 z>KPuOtT`1cUyWZk?;>3Dt46h;L_xyC8Z14c`jdO01_x}-+c$~TB9YdbMrf`@wGn1Z zg>@Z9oHKtdeWo5S|6OSi2&qTK*{gB^mmBc9rMB6qaU(j1`AgciG@@PQ;wy!iCS1}? z`NtR6gkvI)1hUGS@qWg`F-eye{PMSm#yt2P zPbt|wgM=bGsoDnn( zwojI*`AS2o|0m6A8#Ql-Ll=C_8bEhH$ zmrPYXru-S$qoD3&klyOa@*w8H`=Kr43~yjjX!tQPM(R`y4PVEH&)Hm};gDbSBPVehx=ps6p)OI85jb_? z)=MgCKmY5yI+BWih7NPO#8T12fny`%FcnMQx-2{Xpy0{8o$9Kk6il45ydmXC!RW)1 zitF_$_`#)}XF~@W)oZtUm_H?B-pIqKJL+V-wE5j{{!L^o|3Oe4ZYQB4@nD(mQxY;K zvm~xPAmQ}UNus(a3C&G^$4LJ`+$HFK?9B$m{^t0A#lcq8z2F(_xZHyCQO>&^H?`oS zBGa&dgl2qI{66kcRTHvWV&9&PZ$c&?B|@Iqh*|xtVCsto6urmjUwgU%$41w-o_tY{ z>%%Rt3z*j<8T(C@FW2FE1;qucpjy2C=*F58b2V6BdR=U{YYqOyyEOfQYOES{78f~I zjZ?<2uI+7jhH0IyY7dZzsyS;6!qSLnm?l1*ypD(q3rC1if>qcSO%}c$UWxM86`kZa zR3N{Fm#K1BIj(+}(=ygwike>p<$BvnP<2a9{Y-i>=2%zU_~TN9R?`=qVg!n?Z`5XX z!$>|ZJyG6acrzcn+^M$TlycF|UnXyeNWi+K%kQI4Wa9yUo)U+TPMH!Bzr-J+p1=$1vyKnYD}8>yw`Vjq zf8~&_ca6jyiGzj~I-wZ<_Ql{u-T<`9u9+fvc%xqbtdYaRQ%GvPaw0EEMsWaW_zz0b{?QXp=;zRSsB>+c z`fq&$sOIUE8&1@NX$ozI?$rR^Es}j1MUBwwRO-;F+yojIs^Z@MZUn!N$*aT0njzIb z&VAIS1w234Y#$tLfnCpUZ_3$$*D^84^Wqnhz7mV77FclrlsHhFy#=VG{*x>z{w{sGz_%BeyH6?HRz+~Hhziltj;8?4zbG|Vh z8aF=ZqMfC~@anMMh5)@NY+!(WR9D2w5(YHh(dODX%z!76e@Du< zw*e>jNB?6V+u-`s;K31WgNBzaJ#jmjFm_OSV?h)XHWcqCO9wOI{XSt|W6yRtY`UUm zb-5je|JYMzo!ViC)T2OKhj!=|Fr@b{PTUg4lA*MzfoCAe>V%d zA8x#_E60N7)GAXQX%<{OcuDZk4i<21yjFZ%<4ltRjR@W8n z06&W+p0gqy;MH7_TE)+TZL=)a$sSS4IaPOrpF+f=LPU%E01Kec9w9%9SWdHYVw*u+F9I1}fy-$aAd|E}~ z(sVeze#!mwE;`J$_=~N`(_wIn;b<4z{Te9gS)z>*gATxCBG)ILiIL-u-B)RLl!tD@YQo|is*A8#JBdeK zw$I%dcKxhlc^?y45OCVzU{W)?j=Qt3iCpP`@Qr1jcau7RD@El?cV`DYRL`j1RnQ5u zvv<`^{&m7tk?5VFFFRr4#kfjebtl}QO5yDOE+}E`J5IIghSCis58j{Z293NjmrAp4 zU|bLlj5X;7nQe`~@{GDcAr}qMpc}Y$XmbD6?*_Z!mf<+)hNF9$4DTN51{1s64>>k; z!DZ5OGY`Hl(8`I_8Q|>#2S0}g3OrpvAY54I$lV1KkzZvZxw=3%>u7D&>Mof3Xx7i(Z39=Yc0#H2;TL&t zJ3y&zg=o^i0^uLT@ndWXdIi}D*0X@em08)()_E46*5<7;EKs^~g0g=n3%H(Kxnd^4 zg6USbDd!RvD7>lOd8LpAvGWo^9(gRds$vpyD~GM)l<~7`$!z`e6s+6V+5w(oK})nW z_P+1#iEA=gaJMnY*nSfWd}1A$=TunGnS$#>U$leOso_FSfp%CO?`0jdsvWj`Za68i zqaF74ANn3^&xGZ3t}mB5nLw~gdNF>639=(cVn5F_L4rqmLr6XoUi?rz_SuCA=T!Jf zTMC%adzJoA-j@lI-aa4ejhN6KL;s*~j|qikwD2#dnP9#_M__vx6F6SG_foT%@UOc` zbH4!-yq^93r~9rAUf)$xp4iQVD7&R%b5|yub#|FCeclHD`2R5bXWD>r!ph>ZKD*y} ze2rLszyNuZFrCh51}sS{tK1J}z~nB2@$W=B1RBTBA4#SI!hkRVOl+^1b(5yTk}Kz#8|*%w`~Jb@gI_6d zi&>dmUO<7lf1hl#_$W|ColiW!kpe9Tm$`+RWZ-(esr73h8GP$(y=R6=pdc@xU-y9o z2e-7m&K@N}s1{eLU@{4)*FMOcJW2v5)eA3qGG++> zJywxFU)~C5K56C)3bsP}fDxUrz7<-jSsGh;TVZEI@519Xtx%}9@buW~Rxti?p;`A| z3!F3#Z;t!j0^83Udd@001MTC(_OFV~FdR3xSyZ7J3cR)zUyW~q@+HkG%h)FPWNfKh zWZwv`2cF(2wQU5I!K4?vts3FxF;V&5mW|+W_^suc#s?Jd8+QYo6gY2@zp4SY@fHfX|E>qagXf#h_SC_m zr1lQWjygyhKf)2fsDsT)87E(m>p*7orR_$=I`BG^sl6mu2h&sZswWAx@cq5*1+&;% zuyEYE5D>$j4`ge-4@A|n^K7^`!Lq@V)h*13B7U^6zW7E4`^x4#>e}4SvZWVlQ zQ)rQ0sf6Fhm+d=$R>Gdn@_8B0N)RkrF7I})glt)9>G<+;ApUt$I9^x|w{{r~*0ATJ z0i$Uh87dDl^!#a~VIldC$islyX;wS-`u_m3CsUnDc*#1|aJ*VB}^h{#) z7eOtjp48>eBA6RIBimJ92)j1lI=HXC2n@pVGL-TQLG$wUrMZkkxXjFymx;&+SAT`N z#lU=syY$Mq&@&JEokpHLyOalYhb0C*9P>bwyues?|Voetq{ z&GwspQ^Ch(k;?KI}jiGJo>@eJ8*BV`$?!@81(o~GXj(Y z!F;K>lDQH9vrkfnm(E`TbFl#5x(kjZY(7BwawS`j$tY z;8D;U>dN*AKLVi~7RP>0>VZS2i|GA|v$$g>F)(^Ah>mP2c^HalO0Hk)UtH^lZUufp?u_fTfw&uKf&dnkXwbn@V( zd*~c~W6f;RJ?x$=6Zhth$BV)O_G;VXasMfiy<_|0QS98=-1{c+NU6HnC*c^6)c-D3 z#NCX?z$l$_tOxO^w99U>A~zl_m$**8xc3m}>tucfWj@5&%EPUHLXz+VZ=;`nLK2>` zy4YKrlZ5iCTB)2zQ}Lh1Rg&$gRQ$%*xc|}4bX5MUI^!*yjuxJl7dfXg(9rbCe?nKE zpnMvK_Llf;RM-E_8n~0q{tsTPo<5s{_qIAn2yx_M*YozO32H8C>}s6N4$Z^;CC)@G z!2)#iev%m0T!8Mck)cU*$g}l&e+Zi;cmfKRqh3`DSH@PGKeHNiG{S6<6Vc?{RL);VP8YI!XCDKt!Q4 zIp0N|KSL5XBj$sBH3poyZeTWDjgf2e&*t2$L4L_=F;b4Ts9x5$Ni3=sB_wr|{5bdDrGk)ySx%Ef91;_uyx<6TNLB1z1%Isga;u}K#*GrCwW_;F>8eb6?tv^QY z79pYMiduDJBniJLUUc&=B;hW_gl6YC5}sIEudO0N#sr!vQ81c}q50=@49dvp?yb2+ zt(T17rB!3z7*X)?HA2w0s}!^ib~R}qrJ%LEuJ95s6&J@eRu5TGvGm!^+Et-c9EiB~ z-~B?iKUrxhiOp>>_F3Q9q=@M)=Sb2p^8zW^X9o>)!VWqw7}GGi@VIzSDh)Sg?NKyN zr=gdD&?W^c4TvH*nrEw280pYabyXla+J%k}S{)7=T&Ck`rn1XccRJQqC2Mnd z((wS_G1mz%I<~OfQbo<^ICprilhd4zHpOL9D;9Jdq>D_hIZH=}v@@fwe01EBAE=Zy zPQ$q)QOV5)0`*;g~V?ceVZfWCH~){K|jdo*z}sTTtvni+Rssu2r}~i`jTXJfsBHO z9uRK}lF?cyowPhfLe-y}v&Gr<7QAiIq2EoysPJ{yP0x@}Y}L5KXKoT6iE;Z-(}vii zk?<)t98t|DB3yI46?5zk3`m)_VqoGtCC;%GRci*{q+e^nEgNjCmQ-5M_nuAXTyis- zYp&J%`nw5l$93N&IyGUPto`rRtVV1!-z%QKrxE9#8q8fzYCs7c;oWydFhN5ZMT z9t-mLD+B!NQR?Cwo;5*r7?47_aYefh*V!bR`eoGO)eE84_iSoWSFYe!yj2ZGo$)y1 zSyPP~6(Is#Le)t87t8;#>lq50c-XC>5i!cbi0pNXi1D{(N>Z|jI5YCMzA(NDS*GfB zfuAceT72cyx;0f8MIjOoe5yc=KSbl&x-#rB+OO6tSBAl>5C#u$z;8ySYPlMD#JhE0LQrNNpN5%|}*f!;3?P2?iWm5UbohV=1Q=W?! z>!gHBGzjRoQb65D%Er}Cb=*G7X5+K`9|RB4C+L!Hr>!gT7)2QNF2fRO7+@1gciEDH zM^ugUBHkq7LHVTz8y+R%^xhBZjzRI5eSPneift_VizL0TIU0e}R>FqgBEoR5wr`}) zrC{V)FzYni;)M?65btqkXUyhE7s%^2$NvEU0RR6Cmv=nYUlhk1Disnc3Q;OaL;(-}-1TK1{J+_6>rpxO;WIfSwOL_6PzBiaW)>E2XU!XSo zs_lcyP+av{Dm2D?_x1L=ysPcHWrJg z)VSC^5@6}>BS2CfS==W@|R3;Q+$AUk~yn*vn-fXns8=O(P^z6~4YZ@Lb^AV-ivdX0_fO5=>?I{_gG1yr43yZC@bX z$SB8&mgFY;kaAGs!|wIlmgD89{$abw3JA|0haCe|3oEJV#g1E<`SPugkF2L zDwtb^{Tl8W+)-6X`FM6hzp)y=B4t4bRckP~ozT)ET?5%KIX#6PHJF{5Izs$c3->V7 zohx&-NPNRCE9FxMPwtXIQ~Nqh*V^i9?W)HTrBGvTV?E5cnLP(DH6YncKlQpy1L~(~ z*{cH$2wzDM{N2?6y|2!%w@EhQvggOOlcJ3{dL-iX_}fObdu41pPHx1n%k6H@`J14% z{aMb?fhMRprcqm;Hi75ZX3>4dP0;c171e#v1h=c92eg=*QMTJ4*kW5Vj15_7S$CT8 zr$TAh?fhmm9O`B}^rji7mhRd2BsW94j_j=y*No}M7gX4`E}dwBu-KR6s#qedC(lNQBZsM)_qgBJ`UmW{(Gn znAulp`{`sW{Ka{6PmHxf|B9$BTHH; z?7)Ka?C++{olw46=|`>aL?6fFW!tPyaB@6T_gm}4&mJ-l{{-Ey`Rl2MOc!`qcn)?i zcfn0AdUW=BH-5de`5MB}1LMSl&t*6Cfb8&XqDr?1+j6uAJe7NJW%EN5Qf3d7x`OXX zz3Ra~>!Szvnvifo#7gP;Z4zv!8`m1*9Wuzo+)!Gl5y&^(76M0WZ1Lh zR)pD-(a{=tL*0^$HKLcXnHk;Bf6sQ@m<)3Ht_samG6pw(_~u6-qx49l&g^~)Y)$P7 z$($6V88wY9@1@|zvr+RKdnnL5>PgsslLGFIAvJ1j6wHkEnC@4nAT@>IQpR-(B$f=0 ziK|l36X~hv&P2g=rP~%ec2ZEWu;o$ob_$$(#jYG;q+rLbfW!G)DKPd(&ym?e-%rw= zy!iqJ8Oo|VgB2;5>*&wftw6yUfkf`8bM$q8TM7a;(+rZVDJbN3aTKzm;N_Ea(J~AAcga2< z&zVz@=)4VWW)ysAw-6n8Q@goJTzrM8fe4yZGpFpP0 z5Cvn+ULVH?DOd}-2>Q|afeSy}i_ zrocjj+t8OD-;d?uTi(#)Yk9RXdR2vjhmIMdk#s6>M-QU!HJ3kc9&6 z--V<}Rth#`9V*V^px}`C{M^tG8SB5?IBq^9Lm`iHZuArx?=87#`De)xbr+O*wSx>5 z7yF-l`^Y$ZdeN#{s}JtKfA|>w>c!WTn4P1HeQ=Vz9LJy1i*u#UwdE}&{P%XtspGdu z`0IJ?u+AM4UJMaPKk1y0Ihy~Op5JfzuhRPH{>v8)3*@y(cx6|bYk7liKdm(wqDDf( zUJh!y3JH>ZT2^(+Bn&4_=8!LwP#dn#L%u+Q%iD8_u?i&U{M`F!R*nRLItflAX%fx~ zjK@C}C*fpA&f)k35+>rS-o1~Y+lzWb&YSl_&0NUwEUg#XRb-ry>VrgwWz}^?GE8_D zhjW+u!1?hr(c=Ue=DSAgM0m(Z|63pJa*clejDxw`>G8O*&O6AHLB^=8=iGDz86_3H zrJi+UM29Ce-|ZtJd4jOa(lw%*+07yVdlqZamt^y6PwZP>~8{h$UsxKR17A8wLk zaTf>r(N|Vzw&2$f6g!7k`u2m{O5+r9QZV`*~_~ho%QGEqGxC*mPw%e z{7!>6H-jQCoyjae7TBk0=%wZF{yarPb>sAhkVzUQOJ-t)Cuop8o$b*wPQ#mcKb>1+ zH1tr*4}Bk@A$4x8)$`7&%qq<{)f6K}TaJSx(g zZDP*nQn9#9zSWscMf+%xE^fQt^IW z^YvH?6@+3ZX?yxu!}d!t^r#psj%I$qM}_On)=%Q}{P?pfuq&~K0)bvj_TE^!jyApj zG1)-@%RoJiSC)e3&$crff`Y478=iepqw9k$LvP|YdVY4teG{kaEt5v{R*v6fL>R?% zuz#iNdBig<&39y67XO`fgs!)D3R=sX>d9dJoK5U0BqQVSD(mMYGKvpmFbo8earEWQ zw?p**#E3qN%n@!fir%;?cnFh0^%6`okRpTSh5nh~tz`Q9yKm*Og$%y+%?EQO`(P{I zFz9r+58DZ9CDJ?k@Ibip<&R^%c(JLEzm}mFhYW>G#@$FDD@Nw?-Xy^?vqxv|a}u1$ z!m=eABm@}!kos)YgY&n^*-u1!;LkBFNRIDD7h%U+(Ffhoe`|8XTc8`+M!BgKL0$My z^PEPFQWp+sc=}1*>4LopE7#=iE_^Zds%f_BM7i~KPHxvuv^DPfqbAykUh#3Cw2=)A^L|$P?>igqS~k622#_i9&uho7Ire+McecYS z_a1@0t_?%=a$J@TZQzWmmcD1%hEfxWkyWcUbUH4*(xtZIdPmn3Gp!XwiS0K)XZ~w7 zP08o2`0B~h3FgowRQ`iqW!Y5{3h znTho{5pCm5o4*aVK#fbdOn0CK)q~u@L$nqo66ID6DJ>`}R`NX{*@E4b>nVleEeLP2 zPP}}o1&m))?}dysV|R&>vc-uOIB>35mJT-~XmLzld8iqztlURO-Zf)o{sfoX+h!~r z5%H7qYlh0nhEwmnoAK4SZ_U=L8MaALj5gnz5VCfqdTpW!yJmaD9mbo$Rb7}hGSY-i zj#s4QKQ}=yF>2pncoRNswASEx(FBs}b+T@76Nop|Orryu;BB@L@=UG?$BB>5@9=Jd zaB}%+CC?@-$?v##R-y^@+$+I8VomszDaQCtqzMJex_d;0oA6lc?hIRWBNh~C8?7T7 zpa)LU(%S&GD1pX@oej_?o&4@cY{2e(MZ0$m4KTJY%Qk#n zk3A!0RF3F+gfzQ+3f@!?!?xg2pY=L?_utVL`lk;4E<0PV&Hj zb~U(0j89l=RKr<@L!Vcr8bp5H!$X&=pNNMR3M5M!_I;gm^f&(Tz#klt9NxCwnvqN%r=t599E84bB!^b zz;fiRU$e{hF2~kBIi1bV%8@@E|DT~#Ii9u0$9LP5;{c77Qf5$wXwvXfrg1q=KIxo{ z)Gothg#Pb!^)fhFI++?>D}zc&k6Fv5GGu$$@8wn~0~)&m44((VksbbDFQPL^myof=i=9^`Bj@rVP`IJ zjp=U*-0ekwK3XclP(jlDo*yNU3VVAUGbJ#!neJ?wC_!ao-1^Ot67=4;I{))S2`+F+ z9%Jn*hKJps@$$}MkoN{pI4c%I9*pN$<%-eO|DV`vsba8p99!NmR*bX{Z$hE~YCx60 zPZXm(`Dyp=qx60_h;cBSuNd{aSt|}4D29;k%fymB#TYM`lIIF7!gVQ)A&P$yinHp2 z20aR4be}mb!=(_mw6g;a_Jw#Pere^3RUxYX!+i0c3&J(>79PP*#Wl!?KmGxp*28TjjZv50dW2=&mVJS_vIK^}%$}zWcs-)uLJz9;1Vk%Oe`aN}# zO2wd;+|7nFDfqJUYSkOz6iDwA^fu>D!DwP(>7KnQ*zct1mcAneN{7Q11pX!Ci?d#T z?9XI`-g4Ja{zbrgx7QJy;be%|Y`Z>8PKNJ$R}o(-0eoeLXa8#>U_;#g&$=}P46@Xx zb{7zE^n&a)#WVusijFEa#1N49kMHx95CX`O4_^&?5)isPKj~^uK(xo7lq04DXi}Wb zDSzU@bR=z*e>@%p*~)kWQal7^w~hpr$K$RwKU;EAJRF6@KcxA`qg3hl;drZfaArG} z2HlBAqnR$j;X*vpZgn3s6pn|4qi`3RAsuk2bDHgTq?WxoILAY2pMC&%S7s zw#m;bR7PX%N${bK$)g zO48JW5kJA{_Huex2rX35U9KCV9p%9H)%%t5_u*9DRFR#in24 z4NtIzByTvh^)}vL+!~JJD39FY|H6>Mx?W>B7zXj$*#?oOFa(<2ZkovogU3R5VRl3q zUXQH#8oPvHO~T>!QKK-__6uDeR|$i$=(JLbWEhyVu9LWFkzjdwR_jAeBs6zQt;D58 zqOl`fM!Dz(D!16zeD-<)e+SV9Pt6x#)#!XKbo2#`HIYbL3PqvEe7r+vC~Oa~c(BKX zVtggAHNz|vj^E!$i=PXHzhhr_<*raLL`aLD9SMO4SEFQ2aR@fZzb4Cghrlt#j!>Z$ zf-jPi43ft}z-KToQM?=s0ft&_(XL>0Y`^K18y5`Qfu7FePlF-cr!Jd$E*P43E({B> z21BA?Ye~vT5Wc8yuj4BTf@_8CVxo5t2ntr}Jla9vSh{-Ol z_#$^nvc{_07xB^aO8>?CV$J0Ax|z8zH2EwxeupoD`MLv5cKd=DxMOB&)Ca5$Y%wOK zK3L5-gpL`q~NKx zS3O|t7L}kw@<7-~8s}W1 z2Wp!qcY9fSK)+A>{O+Lk?-w2` zamUp0e+>t<-Qi(BN7}dIhEw-v2Y1E0L8q5{avR*Br5!qd z%oT%b2Tx3QxggB(%;t%wF7RN;5&p{Rf-l#6F;(J>n7=oE&1pNMac>LT@`@Aqq}U2K zCOAQ`rLbqaf)ke24HsF)9Kn~|^!0(D74-e1qYb((;n?H)YiExG6y*4Awpq{_aXxty zn*;dben_sD+GEh_`r@Bk_Ner%t6ceGhr#5StE&likY22v`=?+B0@eM$t>dem(bxvD_N!F2u(hZ(C#D=3d0g zsuec8x6b*IXa&cvtfp^@Rv42l=XvmEQxX`?>wPM>0TT+rG=P>;_O*Gi{mI(Ffo0 z-lcvyJ^FpTNR(;62Za*lX(5ff;Ph5KQV?JV9rlu+BEoi9zUl7X(`ySpF0I5MD_d-^ ztQmgDVT+i{zANe#HmH0br*-iToe3L9WdB-YN>lr>IKdhl8kPivE?6UG(VfUYVFiU7 zmK~e{^!UjOY+w<#g0%Z^kI_X(6smfUt4unea+2Z1kw6C&2E7Rz6L!E9fwRN8&mMf$ zhBHG}_OLXRHZ=@)g93Nw=#kTISU!C0QeeL;_#T{7jhZ@(@xQ|pk@#Rp1lvceVv-k7=mv|Q5KAO7v$;bM;7P(PEypv2)19h0bBr>}mP z5kzK1xgQ!S27$|delTh*H8_3S51eUU!S{vy(BYzNY_aMK^t(f0%IC@r6)$NJlI6v~?#F_X= z99>-xj(r}94kO>l>?e`n-jeLaE&U3m)%V!4cwb@vr0Kh|)fn_MY3QxE7Ey?+)98y5&Me-e=#y9 z;-VJgnTEL}xJq${TC_dy{uTG_&f#5s)Wm@9a8Y`Monb3MJi^)P95tq zOr`58&2#KlDgqO%e{ZDMhd)}&K#r3_>C1)k*cG|RonqVqq*rr17aHrxBm*$Cm zd($w%bcS>Pjx?0L4wsT*&H&-gz~a@78F)2%z{cWNI#!1E#if2rM}b~vpjxcv$k|FDP(f?SEu6#+&F~_(&4@}{L4r#z5czQvRyhk1FC*<{lQTg*th4< z$J?Wl-O}}Qc_qt_b`Sgh9ZL3W5e><8T`7jgNJ9xc`w=?mHbG6~SY9@;R zHErB^J`=L@6T(NOGVwcMi>1bJBGI0gf!Z zl*wGPXUszW+SNUBJF}t0`t4E7zbtrUT|6H6^$i4+-(YY7$R#Rusi3LmZ8j~8M$k>$|VPldQ9@mk*NT_MVrwKHePh2Ua2 z!8J8eg!wZ^2hV;ff&x#BUC8?)WSG~9`MP=bt|9h!1?>HVzQ!P0T960~@+ygfqibJrFUSo?-b@Jc(a%c{Qw ztM#mDJ9r}5Zq#21;3SHY|fQeaI6eR2miE7eWdsI=ecjFy`$4kI`1i^43Z<$pF_LL z5PgcJlT)`GXZeu(x&f6U2%OUoYCSiQ0 z9KUClo;lvH!2bXM0RR6Cmw7l8P8i1vmE=xHQb`n*Na@ly{SaM*k|LBuQ7EEAk}J7# zmHR#-_qncFi*+n^SBemFluDOMD#vgC`aJKjzLf@bQ*NV+|iyf}OQ7J{sn41(ZYr5S$oG5tZ5l6Xxg@WoH`Hq_xDNyigQBV0x z!PL0^t$0%kF#o8e+=v2AN_$o3F$(s_9G+S{Lc#Nl+wY{_P~b5u-Myikf?c9-FGx64 zg5FoPZ{DU7R9nT=7RyR}3CPN_KT`=FkuyKv7**n63AajwUlpb%!BGCy#!I}_kXWy~+IB%Tzl?H>aCLI}E58it-yccZ7;FPcph3wW(+;SFUvkqeA;L z>xI=LD(pu##j93>)xq{$0?h?tDEYvxo*zyfk*?Q zdD?#7D{DaCDN*I|1&#PQyZArxubjAL?;+~0Mnw79T&UmBh?T{!msz$o!ccX7s<5IF ze6q4_E>?6X{%cR4GM0H6hLP`seRaO~|*(zMSsU1esqe9ro>R z#vAch6B>cdFqc}<_~=eEj-~#*y_(&OTWefc3jc#Gp)U$`^y#;@k5 z#}x*!M!M?c_BJrDuN16&+y?Gl$4{TOXh*Qu=zO|iJ2bA9MJMaDqf%Mqs@~pq$m$Hp z7$>%4ppO68-pF=z4Nb2%{nw7i#s#A$T^;ynD0`g0tpj$xOy0DeOr%xUDY+^$!K?O> z>u)R*>$m3FU6y4+{g#zsY6uf?XDgLHJY?dw{!U>RZzg1i`6Z94v9PvBuwufVg?zT2 zV$Nk2M!iCf!);mcU;i#5*@lIwSp8C#H4C05Su0mvU}5pHuLX!SxC4g zW>g=-g52=*ZKGh$`XjqX#sXPTWO;Podc=ZG=;xoJ0W2h`=vn9cvyiv6RKn1Y1)Ek1 z-<%H%t55IrEB9u>)vtKVpF=DRul31#tHZ(_pBdg!J{FQ!UV5^L!*Q|2DOF2ZFcsKn zRl(t+ulK*`aK`Vp?35hZ!o;YZL#Lf869%p954yXVSZlIyYcjI~PQMiHzp?8;mp#3<{*43^JQGcpm zjEJ{EIJx~qvnd0+xK|HTmoOkRSny{H=Y4dPE>>OF+KO+X%R?swTH)^Yc!NEq1@D;s zuOeDoa8JJa!Pt!!2>5MJ%<*o4azcgTq1I*u?OSoQ*`*nW?h0!0%QnOJM$OXaD$UUH z^JqGBw+S20MJ~76+=Ra=g9+aKbX2cNF$w%khvd`MU#3BaZe=2G#|b)g?wq+{wTO=1 zTSMG6lt!2hWeoO}Hekuy%+GI|8gTSRoy6a}4Up70_lQ5F0ePZ}(sq8VhuhSI-=3s; zjM2A$S3FgZ%c@UAr;BMw_*fVxPNSjPDPZk!HyUJ17MYCu&`?nzVQ9IJ6E8W#b0WSD zT#B0?Z9G|rZ?lH;{|VF~$!(nN<3vU7^Gu4eA{7Vj6#UKDLB+N^8TGVYf{N~A6CPg( z98;|4jLU1`#it=JC|3)bZMomgkQ(%cF8P-oQ-cF_zH3=l)u^>Gt1549;Z_Rtpw?|9h+juS?y9YliZMVpW$0fz>mh!o1jawWjz+uA+ zg}C2xxu_GgZ_4Iznfn$$N6ajDg8av9L@c_Sn)@yrd;>RzGfT2?)=_9~UqKc| zVCg-w`v5+cBw>0%7!7B6(r5GIt;ozi`apZVURRdGAj`agy#YyZ#9uXxGA08 zDI?&IaU-#Ft-}7`8J``JT7{vMz)KfWQ7Sq7{F@80 zZqR#syVQ$Nxeh`w)|Uvsf0ZC#>PvJ3bYjlN2at*HYz5_-0Kz&raZ7G6fY@5(KI-9m zM7X@)pJAVVOxoTR9pbTnOlG5AE7R^hCRr{@HYV4@NvxP!)0|&8Dblk2#~U9`z9;G~ zwJ!=MSC*(8c1w>W%6Dxfw>n0X%B4~9ne0dsz2u;R@OUI)Y<9VFt~i<`zgu;}|lZBw=QL zC5F5f_^|ScR}3*bWYqs6I)*Ii8P*joj3F%#Pxzl`jv;)zjYS?0#*hZ5#(S)(7;^gd zrdvXSv7|nyJ@wdzSaP_0>S@5fSW?O@bY4X%o;->=r8R#!maO$TtG3fCmK0@lcwUZ< zCDG<c*>l50~oVLKD!iGI;)=?i7?DT2` zNuKNaRi6aXNXkFgWoEC^$^822b=yiZh?8jfz-VA5(R=Q(?uzC!BITbLe?uUfY+B4b zEc)XaDY+yx+fkTJBqxRPjCG!qtOna02WBp5k8+iDJ(^GWkJ(s!8ObLpqJtK%g$g5s6B-8NRlzn3P~F)jZ$1YRTur zCToOrYYDO4x!g&ckdOX%e&$UQvVB)w+)pDa$yxOM;!1NW8E?rKjwMu*ZtUnSv7wHv zW}dt0d7+N1;PLpcA+3&_8~Y^@HeN?+ruF2aOlU+zkYsW<(@27~iREdLdUEw0>*IQ} zdU8{r=gQ{O^<>ZZz;VCydh)_R;f`opJ(2q58!7ywp6p8tYc=I?j~`e3yHyRuw5)5# zqwofzBX-HIyt;u@K3v-jW>`{zA%sEPYtBCYJ}+-+H=HAE)G#gtpFhPY47+VDqLlcxu# zc~eBH$yUJ#?k(G^h;V5UWwA*m@wufG*uJBZByo47>03~U=v>O(?)Mc$G@|pvwbF9p zdta`SF;qtQ^Nbw*+RBJ~?o-qK)1|~?#I7ezwv_O)+juvNloIoAl*3MYO30-di_W9; zViK@LLx(+4L>{=cI{0K4lHttn4N8mxG8!#!cdoL4RI7*XYj{>bPVHLa#th6SltMWT z7m`cn_;gQ%f6O75foH@!=!Q2JGmHEclO4O)ok4P34+;5nrV%AG z;WrWfX{0CQ&G{hv6r$d@K5w5=GLi1uclRDGkz^*XS16fEAhn``XGYd1kR-!LcVok& zNvK<%hvv5klD?_qUdOTsQgd?i-QOF+3Dso7rGqVjq({8PTi{aw;g8?x+a&2j#y9+v zU#RavzRjMq%9C*>o~1{&4Q{(a77QM*9`Zz> zG}oagHy?m2wDyuP%NJrFub3!!1|zGkMQZ6-5b|s&e>)kW2=@K?J2pQIwv{CY61T$e z%POs8G9(Iew^YnNK70!4+Aju+AI9LFvXoM)MGR*24oyvmC4g`5aBzWL0u1(lc-p={ z0ZCdPyZ;I&;G%K!rW?FTU{m;hP!}gdL9{sa{hCzt#NW(T`j>)Gq49)&UsECB^jX@1 zD+5YV9lciHGQgwlOQV)%VD0gV!GQ5+*kXQDRjWN4yCe1#uguSZ?(FB2-BvlEsbwxK zyPS*3st%6_T6vf={+b)RDjz)b{k|4k3SlSkW##O@0<1RnIqYs-h@5twRep9wI5SH< zebliSACGLXyRTl1>g+omS{#4pW$B&jkWm7cy~9%0f~B~a$IMQZE(71=MDMTuWvJ=B zx>0Sq3`d@(?o$`5z`KLTnqLQ2AWF_!;>v|e_!`PRTr^&Z-q$0_N={Xn$QH<{OQ=Lv zU-WOU%~cp&|NF{n{wmlV8D012ST#;-Wa&K`tVX4}*sVFI8YJy(-bBJys7y0A^GsDHY#dcZi={-QlV<`Pa!&%ip*oL2DIYp z5S?~3EsX z^~fC<=D#Y_fNyV1FQk??pmE)&m$yDNz`y7St#ef)7~+fa3@RH@y(G$2^lKw}HkZYO zhS6bFYJ9e~g^nFZ%`HYB(~;dVed-7&o?z%_5a%ZFDu_SqdESKHJ8LhzA8$ej-w<0d zz8MAgpA99yZN>q?2vC$-pk1Xo8vd&V5|j=0?wmgVyhXD7`1V$)c2^5K#k8V0un3Zm zT9NEwhBp)9U8gyX@mi1p=ythLk!#L z!$7#=g;(Nz40wgTm(J((ftAV&Jep21z(1L>WypwuAwjk9X#)lnR=7MAKF;Y6`}O)W zTNvP7bU2Pen_zV96l{m_YKrBd zW$l3D-*IuI6_OWqsj;70QM+3DgYj$&)crmz>s{80ucJ?9=*ca(6<%uR zyr%`ThmMT;nKdJy$XYD8)(k1pvm5Pso1y2sr+B@1GjbH}$vntzLZH&%k7tEVkX&f{ zp{BG6}*`gJbW+88ch1cXjx-;P2)}-vsv-eE(ATyl}h)d?)v)*1T!Kyv@ItLoZs;7V@%uw6z8O z?{gX6v=)d)>NsyIX@yw`_xPUYt(dB_^UacFV8`T=Om!(vzJ4dQcb zd_;uM9Zp>+N63gfa^Ck33Wa&G4Fw@)PAmJ`ptj(`_tLgDc~j9%I?H4F@{# z4a+NgRXeaREbGR_4IK#X;9IIE*#S}MzP!8P9T*iIA(p-!@bc2iKgGqwY0G_N<DktCnhRCFOgO4Wg0=|CTTgMxYc^C(GIwt5W<$&PvwOfxHrhu1r15pJp%cLU`2LzsgnPceA|TU= ztPIE0=S()fDXz)c-ND9&)~K}RHa7Y$tjjZHuu=Y>wdF($8`>Z59P(^tqwL!J))h@` zG`gAY%4uX{GWnuWl8t~2F1m>X8zDC(M&7Mp<1)ByZiulV&~s+_LXK{3 zpCh9v>ST1C7ImwJf+- zCcLv;!p3Sn$>xbgY*gP^mhHyF#(|NNWuk__m)3gTyWKs>&?*2K-d{yNijPM?RP@+{uJv(lZ6ZsjqNR z^Jlu7SSXX>-?D2969I{jKI5a++F7cXWY%b?}~H_LX7f{&zZNtLr+7*OQ8iO zV>0&}?lhw@>uz4DelxBdj}BUp(2Q=+v+pNvHN)ktpz$u(CNy;&P+e=;gsa0%B|qQL zAsC=xkZeUqzH3ZF@rOq6yj-ZZX{ZrylbbFYXwuO=r*=iuvJs!S#M@RFHbOP>l>qna z23QBm8jjaDz^CT>Kc%61ObClFt)$h1-plxVGN~TtA6@tIm8i!%>HON&9G^CAAg8HI zXb>ye^T??0Q{$%?Kyi_=8S8SC}BlvAFrF6Qh1~r@KeBTP!qGs}6icL%nR;&E*&%Ry_?-)Nn z=U-LeiJwoebgsg@Y4s1*f0d9*c)a5)g#s(4?c>Z&3hF%e&@(kD(A5o?w=kmMyL;E? z-76~~o*0{Z*Q*?5CIy2QAItEztJ?MOWEsRw+zsQ)N?};{@r>T8Qp7YJXlJf2h14HD zS3A!VH2cNAyv|{MqwJ0+_ev1TA9;eyqXhjX+KWv!i&3r;6jZvu7*eW6^zy_asB={; zI&cNcP(8QBL8Q9IM{9=t=I%aEqiVAGg zq2snK_p5v=v=+$xd#aF%;h5>Wol8?NC*v&lo-YN8Z)MWSvJ`}e*IxBVPlU3w^WVkS z;<1+q4K2J9j}3V#0evd5a7yca@>L-gmVY*NE+IshQP{Cj+;m1E0@>@z%-$~Nc=M$S9j)`>xG+3*-@V~6rtA)+ zcfJTf%wW35Xxw9Px$EZY`UD`Z*f1~XTmZ+H`HyMu3V=uK*6fF(0T|LaCGGh6AqrME z<|qaDKy`afp}ma{Y@~}AAxrP0R_#M9>zyaQwNt(77@GNHQe-4Fk!1Pn zhuobqk;L-2p7TrDCxq+ZEB>v@Psq`=myG4MN0X6)XPtXBqX}QhlQ$Fk(d3PdwlYmS zp6phZ-(s$vNDf$ao!@pck+`k4@7#4Uk%Zn{e%0C~kyy;RWVBF{h}t2y&gr@&qQYx` zPop)7%&3M$Sk|PFtmfJB1@sgWH(n}ONJ}N=i<~PmYtzUIzQ5SkoJRO|$jfncrjdz0 zIS-NkG?J^jX5_@XG$I%fYDf8&Mrxa!G!FhtBf5ecw;GLS5K7U$)zUvQ$o~KU0RR6C zS9drSZWQL1t!b1>MNuk>P>Fm-MY0kpkr9&J5E#*Oc-4o1X>SZD4Q~7FABF*M7mwln2^i31pKmSA#K3JI z17F1w3~UqQ?jluVpua`zsuBeQ2?gyoI64LhTNt$iA249&>tHh8R06N%gQg8SNwD$ zQurubX)8&^%fiZyQbkW9dJA!mkOSY20A)A%Ot2?b0misZ6^F zpZFk)0ISM_X=e%uz(Xt{Z)xzD2Y~=Lz6<#hP!ymoV!{dwPpthI7AGcZ#=3;&x@*Cwq ztPdYC0-(+IS%iA`rRS;!Sc7%_k3RHHP*{01^ z!GCeG3739U!PD;jRtIdWVQ*aR3f8_F9z54Iz2H&}P%5ia^RybO9h1iYO;^K&j^<2L zM-ALx5&gcSy9T5$5UthwYCwN7G0yls)4m?Z-+sLoD)_GO_~_Jv3s&kmFVuqA-=DX{ zGU}j#{Dyrkvkunz*@Ucf>YzV`M!2x29z=%B14Vr6q4rsx_zu5%IDn#lZyFPUw%Wut zOd*1^BCEqYG7&h8HO@>8v;AQDEmczI4^RPv%@^W%Mg_LR4Hm>SDh$2M3$ziXfsVln`SLXy@ZIi; zu75;>J+7EWT0IT4V+9Hi^E5+v1gTjxq#3ln@YFZtHAD6vqCx#qGdOwdt#eXpf&Jnl zJUU@5&}i}4Z$qjTPE3s}hUm7!)|VSk<6K(-t0Ql;ZLSqu^HjsTcejDyXW^yWyloJZ z;rP@uybV4yJm&Evw1Ljo$oakO?NIo~tV-leJ8a5LudoKR1Aq35uf`?q@XNY?n`v=7 ze7$VQp4Hb5WP9$m{No+)E|yj0s9pzTdx>z!xp%;?hp$u~wRJ!Oht88Xiyd%#i{<+3 zy`3;_aebpd8+8q0e`Ye zDItpv3+Yb$3psQU5b}Aqu}p_9w=c;)Yjoh^mLV#LFktT;f3@+W40y8Wb~{s?0lJyo zZqM}?Ae~h7M9+W$h9(b$WsDdwv%1glV?G1k&V03^7BK+FN9ve1V}N~iheeMC19tCm z9w<{{qWFo`48#Cy`z`S}H3mdP-AszU%7EI3eZ$V845*yEui`JpfUX`(pR5xM*a}~e zllnx5XWkct=WFPo4aQewiF6pX?f_u%%AQb^Y$hktV*~& z_>Gux``uBFG#x^ArR?6foesjHYA#aH1wXR-Q?I9XLGXs-966&4&e1Xb^&VZ|7rRV7 z*Y^V+Xt`-&5i5(g9gY z#JP624j5T2Q#3W`05QR6!n3m-aLws~Bc`Su5|X1P^X=P#{-`Qq@=!a>RGd=vkZ6Z} zq9cDrnEkkSfb5VE+XnN8J#m%S+Q4{GC028@6@0}v=$7TJpmUu{6MWPP5|WmYJ|eAf z__2si)ldt3!{){g$F_itfP);jb_Cocu~?`EIQP9}q>qP6M0NHXXTNA$AnBZKBGBAd;75)|#|%y^VS zg7Y_Zt@*^5C{kS9)(IfLexGaCSQD@`3}NoAHG&srl2Yi=2n2sgLmX4jyf*aT;5{1P z&HG+fUw?w~treIPI!)6U9t=8~xDxv$GOgtV0UM8@|pTa}yn*r}GM;vS#lQLsN zOM#%Bl~Gz;3N@ya>{fNm`Kz)u!<;!+@%+r!E@>}@hOCp=3(UDun(xeTE29XAeGA|^ zSp-%QRNtk|BCxRx5!#wA0A+56`mAk*@U_eEODuN*G-x<(|1MbovUmTkMzZFDaLT*j zM`v?ENP#ZJe z3AvmIHJsC3{PaW!+mlD(PKt)&zS9mnHX`7n8VkcqDhlSL7EjRVfsiHOn89%%7`Vju zMsD+Y0WqxgCFwSn;P<+|HmXDk{8DtbM2l~M2xV;&-k^rnBoQR^ z25~)~*k$xO1xdUb=#X;FKuLWw+S0PwNH}&$)oV2i;U_;k33}(EncsExYAU&C$t0a6 z_E8>6-6p&BIUyf8cmFmrmnuT(p{I^&E*2s=tlJI#Lm2eZDqmSfs~8P=9>jh5uNX}MtFwB?gMYf^=NM@C-dX{bWKa>W}z z%v7WOUSI4nsx{~v$F@9`q#AT}Y98y=REtoQK9~dZ&w0J*r^KPE3rcN8tQA zmw%=nnZ4p#iaXJO^cG$ko_N)OzJ|Jq8Ujop`HH~K@4@ihm8Np|)NkRfw8pOU~NhtT^OZquV=g`Tl zDk_@zRHpEWKt*ANSfV+Oiqbi1H4l|g(O`e`pKV1{#B)bBnk}D-KJC5f%b!CLrs*l*XU=T(@TU4YvvO$Nbp0@#e<1N6dM-AZ}XanblBvj6T^w9JM88bC6I{r{7d}R z<3mKJ-~BmY?@mPOWr~4IE<{9Cz>nJ6646M6Y`FDZBI5q0{$c#M!)qkIkBl_C|}S31yPeaTi6F%mFe|+CJT37(qd%a^nV7Ouo-6hmelWQIPfZ zuv2DvOkR80o_zU0MfOqd`^uR-NG=2!T=_~v>80efPZ>0(KE#P8F4B<7%8eIITFt2T z^Cb;S)fQxBd~olLLoI0GfhI$fr3Do=S_pCYw4hO(w_v413sU-4P`9|;f=<;nzoma~ zL0TWh^)K+Zq3u*dNBqteiLe#W<+$3=;j=vhH`v<{-;+z7*8jDkIJN=B zxPPrkm?qA)y4i}pOFbyd`O}KD>**0)?JY?9l&I=*YYQ5pV!KyYT2b|<@Q*iXE$FTM z3H7@aW?uB#%L=3xw0(|oX0@>e$#G7*CJ|c@4{>uzOpKYo-Z9M@(H3;&teua^krosq z*>~kQ^F2JWH}5MQY(WyY2Q1t7w;&e2r%zdNEy(&+N9meS3vz6Hd#8};*Vep!TO+g? zF@gdX`)!zY3MhClWlKYLzw^Q(nfBDs{gCl~W<9;`Mg_fNqJ;7eayJ$IbXhO?)I~)i zADee?+@T@sSbo@Zn^|wkJI>;_Xb9)PqoJTrLq!JykiHHL@nGIMQYHH zV;;vi&s7@AaW+%!SEr%18(QzlOgq}`Xh%*H6&)Ag$62aTQHo3gHQIuCpV%?`&F2&} z7;sfW{xp;S?khVKmdNO>W4MHbG8wI?=}eV!j0l z{hJGn57H%}=DU5%A3On#AHoQHy8%crFna$T0YH|427$TbjmUpv?Vf3RBQl>m^|ML4 z5z!Y=A={1y#BOKQs)Z*aw+WSTnl=#~^CtOpveu(UzwZX7@pY(i!R1Kb;X0IGreuD) zqXrEa(^zYd)goWA-2I~&HHcm9Z~Z03YGicvBW?y$g%*>4f(>643U918`H^3NEOuNw z8Oc_GGz`!2zBpBZ0;zU%QQvZ;7%zD!GOZjDH3pPFh!7B7!aGy-0s%c_?^Rd~#3S8y zEzND&Wyn?V;FNa-7TFq(v0?_WXh>a zw-S(~V1G`JaRMsROIrS9l7QBanb#gPOF(nkgLUr+uTc6Pg$u8$U!mQ9*k9gjc!dl} zyOKq;!q6x7s}aUu1CS}Bo!|3Y0JFkBMy>$bPx?PV#34_}Z%GuduuYld)IkhF7z|-SqrvBb_YhW!txYX2D#`6`r;69GK6!6qq)b10pkC(nhN};9tiu;60xQiiZPs zPAliZ<4J;Er$!!ptHHdP49SOjnSKPX^Pw}ODn2+RA1>Wwe|IiBA9jCUKi!JShZ()= zviSW)kkXjieCB8ooDg^sv~&*xS*&k=Mq6V*m|mEu>4brRU#5zOo@3xtUDHSwt{C2Z zF`P@UDTZxkgtNJ%Vn`E>mBBIR+1e!coW1WCk7g+} z+z5SB=!FB<_ne|vf^cw&za;NdRT(JB?CTq7EQ49Ur&b2dWw79QDOskg4D?^j+Z^0Y z0F2(%o+ds51d9Cb_$ELA<;Jn{*&+hWYce?TisgV)b}f3OR1OP)B35K3j@B6uwV72w z0bk@Wk%@2el7bJ;SHPUhg4GQsF1Q3>U3jX%T+y<}lD7(4IM2~|Q>!4_PzE=fRt5XL z`!i{$s=?}^@exOdk{74Om zSnced9RTC8N|j z5IU(Peju|B&JE_Uf6A?cLA|A{N7D6xpDr!@D_0LE?e!m8Db$0+baz$I<$Cy&46DIy z^^jmO!TNBB2o@ZfQK}z_P_vC->id}p0*ZWnhSm+xpW-gXVbcIBclI~G_|^aimuK1) zXBt3dUvYxpd?Tc!spcMVYJ!TKAG~XJO>oSLe8yy|34Z4n5X;8_h-bUyl+Kc%Y3_Hm zt|SRwo!^mY@`waM`)vIZCP~0xE-RnMNbtl#)ym-r89wYbw%c`x40z7-Ao1!FE)dSdTKkDVlxOtnR72*ZiYKj7DxJ3nn6{u zvaMRZ8B%;w{1UD;!{&r&(Y~N&(EjKDYbc}{qTb`vcA$rcO<7fw*@#xVdR^sb_#m;vH7X-(~H-GE>482j?N8|>E= z4ln(Sj!Mgfj-<=*X2-0r1Pwj!1GtI6()jiOj%SMeH=z-1i z!EG|*Js{&Z+ka@e2QuQ=TKy$^0bAX)9FBV7?9MMXB+p*Bri{O&^12sn@aj)uV|rnx zdNzkOt`{Wo+bC}Fy%1dN_Fy5Q7szK;Z)^ngg7S`ccV!>5Hh}?t0CS4vnC(nUw`a|+cS^Y{*t=k=*c^7yoTK%`ofsgow)Xv>90NjS{Y97h>0t6Bpl8H`4yLyH#E&|3IB1an zwTjUNCx$Y_?ftvJX(fJ7HE$P~OR+q^(%uP0`I>LsiJhR8d?P&As1rnI#w|LRJAmi6 zX&*7M1I%Mx&E_0BAXQQ7qaS|wBTS_}Tm|>SSR%wS?@hFG#sWt$O zFh{M3Htm2<7| zF7TLfUPBAymlbvHs%Zh|3|}5W`4(9JZc3P)YKEP8**!;Mn!)P2!q}iwGw7$gg*@BV z3=wvmA17bYz`$oHDU7KbtTGodzT0T<$@!^w`wuES`+0KDH$y5+Jrhn8{z-x4oEpKc zFbcF-9XlO*p8^R7&UCd(Q^2Erf0k$i8BXTYXLTdUV7Cz7G-XVN-v_m-yGKYcQBBsc z$C2RF=PnH%UlQ!(=W;dVW$JC8z+0wFfco#)qvW|J=$nrI`?;(MjviPju)os?`Tue9 zj-G3TZP&L{>9a)O=vz|1FieDK-Y|aM^m?eb{#!h>UI#j)nPfJ@I#?Rnt#?tY4lK*N zBi#PffB@I$aj}US*oavVIptFgSmS0Zd82BOSz6DF>92&M%buaFSF3>Mhm3BMStaZ` zdh(l)O9ea=R59Z{T>(7#uj(hJ%K>ZggH*gmfcI0F?+u&;Sn}&PbUB0vu>-OK)QK`+ z$Vvr#Az`6EC{3C(3k#UnjOqA1EV!O^HpqX60qWiIuzixn5M2o0Z)Fz({bhO{`@JGC z8rMHHB~$>dUQ_iKP8EW)hSQ>LV*yxR9Z6L(D}as^&5N9xdEhb-{!p7I2Y7P#<+};y zLea>>(tF2pATGS-Ea_twe7gT<$=UoZ*s5dvlcqA@Vq;bOg(CYme_cee5rP5H*f5MB;EzF2q&n&U9$l@TeXyH=bu8`k&%>6?HABbv8%|! zGT))8HWBI@2IU7W>AKVen2oyqIQCB>;4boU#Fiz)&pGUssGCXf=wQtWr@?f%*jiY0 zcTX1B_&7Xr+nEKf6>XXWLRql7D`C5zSQebu->UGF&w{t-{qm>8m^|#&w=YOd0)^q( z<}||u2#_r}gqetgQKMwhJhfNwKL7v#|Njh^cRbZ!9L6cgeuNsmMIW2|Xh`;C?H9|s539I~K@SAOus?s>w)Pz%;6F8M5#SUI zvl|qjyAN(dAz5lbTQ&$*)d4#cCV~(UAoo`ID?!-Wd{A*rwFO1;faaKpAt8Hr?w_r8 zFfo`K%=0HSh!8pD`A-=_}Aj0qG8KY7A}tC4(^taZp=oJr#pV zZ@tr#KVy)6$nB)IYA~|qUzVD-MuWMbS4V1fBrbl=X5IV}fv7XSs}_HUL1-p?d)9a) zW>+-(T`!8q2*vN1s6#yRa<*=n4^Bk?iK%1vCQ@N2D02SK)l`gpQ9o2vnGORW65YIXXn1jPJxx{zPzaT z1cZ+GwzKsTaFSQ(NgGcJy!{=$CX^B}(mDJlY&-?A)Pur5ax?H{Q2wMRcP84577U-P zc#3x-{*TVpK1HA4k|6G=Y>bZ{6sfAof!Uhq)A9Z}IPoKrboyQ{uBf`d8jQ|^^QUY{ z$(IFq9kNB+s;?0H?QT!nj26M7mAh~Krc$i88#MYMK!WJ4ty@*cO5tniIVtTy!a8e( zv0!5oI)%pNzMGX{KJDLk2X-007;aqJf35T#!48!P_l@WuR`P= zVUghUDoich@{fH?#x8G3s{A7|Qm+-QbzD`A$F?RbT^>}UY2&>4Ok52p3i4@`$Qqbs z>gXk`t;K`0mK)a!)#8$PbbVHAEgrM--;|`*LF(^kpNjZ8ESG!fS-qwno1WRvOg*ee z&E@UMVSe@KPW`h{*rNgZ{;p5gzi)tyzRdkvttQBAjO;CqICTw75Jzw7g zbYyMM`zl637T=q%?Fi?03@?HGS!5isl_~ZIle-j-!7A=Xqo9T$}c)u?!iVn91+jW}Zbi|4-*gv14 zLqLY~tc_kADn&X4*JqsWLHL*Tuali3yd&L7U+(OnlZemzpwQ zL4JwOhv{qEjl8soaZDo7a z**NyB`^(omY$#dNe6EMHL0+&3n@C{eo2HDCO&1$4O&XOyeP+W^`k$@t0vltcHv}#i zwZQ)Qb)6@+Ey!{H!hO7?1w9ejMpuVhzzAo(woz$C@2h;7+~ihJkC@wZ549p(ytUt8Q(F%%4}; zatm!xqj^OZa<${SrLDE}r#2)tC!T1HZ^K~O4H+JTHtgR;N)#Swg;neA?m}iOTvQAj z7w@*h>`iLPmt(DHA}h*R^0dO@%EmQ;EiJHE9sWkkp#@(T|2-W#+kyuUACKs?vtit- zUiH(B4eocV=6FOo^UYwESb+t<8#+TLQ&^aK?a+77kcCji$$~fiOmw{(cAL&-;;XVz z?Br1x!L1Le+0aY?(CBFJTPFQbtMfu%YYF~@h8`Q?L*VTeH=KJLHks2_ZjDzEb$Pno_Ir^=NjGf;;db?k)Lb}xX z{W)io=uA1rnRWvitTOCwS8my~y9{#U z2mV_fMZ!wv)dP*}QY>2=(!x4hf*8`T)3S^r=hdwQUZ^dixa)|=i zyuCMh>1_^P+{n0Ga43h<53KdibLAp6)Pk{s?-^oE0d)939GSPkUm5^6|ZY`c*Z&=}UxvS|_E& z7feLyE4~;E4TyB+aj3SQ7o9s49jU>kW4CC7NMG}L%O+L2_MGzGGT;GD62x7zZ z>4=k8B8aGRqdnvMB8V<6uF#Un7((`GAR@XGh*zfO>h4FB&PTDYQNa;p=J{N+st(Gsxyh3T#T7R<(b6tX^ADUNGB@CLyEdX;)!0D z;js%F5(tI<#>Q09L}GSr$k7OdTo>Lbkg(_V4S51bv%n(>|?GV)oZ68=JyFLS(C<;ch%6 zc=_nUgVy(m1Mf&$d5=PgvB~JF<8y(;0VPRN`b-32mRL2(XB|$2e|t`UEtp8KhwM%( zs3Z|lPBfXDDJjHar)2zE$1Ea6`p>qWjadZGEgOE_g-pUbC?_%eXC@J*7a#KdOD6H; zpQMw@JI?(xT~{vcP9n?_q{6cIClMQbCHa2pBoQVevCk^)k_aJ*fh(qWk_d`HRAg0b z5;5Tt6|*=UOB9vsjb53GB{aFY7;94_2houGH1edz^%D;9T)%{%?E#XbioadNi9br^p5UKgS1f&Pe%Rsjjl=nrWLJeGG6nocJaZhWypz}HLk%Z4WjuCPqs z4e?y)s>qTOe(6C_ij%dxRBeg=UP=oy&w}6@yCG$-zM9~wZ!r!pmPFnMuV@i%53tuf z?3Any#3rsNmfOuBuz8j3y3gLl;hm~(_f~|XvY{?|OfwQ^b$zw;-J{XrMZK*4G9GEK z1+TZfNyNXp%ZEKjk`Wi;_hHoOF(y27Oh+{{vHMKM9$AS@NXZB!ewWL_U3-o1JQtqg z$L4h}_o_XGv+lt=ZED%zeX%ZwTjd$3QO7NJ8|UJLe1OsI&AGU1fuHkA`54<@shh7> zh+W5bQM9%dVGL1wcPo{EuOaTN)Upz6ikqjD&X$1u&!$6TsuZSe&8h**%MhS)D@<{o zg#U``?{(bf^wm{DI#^bY3Espr{A((3OvJT{ELee)A$n531u8HjcYe>VxC#signV`r zt3;Ze<$;`amFQc-uSLgfmk%#HXen9cafiLNHYM(Fos7I!uLa+3vj zUav;LLWG;0Wi{rWNw|d4YLH_*F7{2j7PjNDzdHhJF|&U4lHBuk5Y**yZ#_^Cg?XDp zLm~}$pp$9O_G$n#cClKsuL17Ahg*9Yjo2fwD8b#(i0C&8_C~v#aBz~58J61wzbwI$ z|2X>X_4@9}RG_frV6SQh5PJ7*5KDjp^GaWDT_FmJ@^*6lUPFO|3|)*YO2J`4mD=D9 z6zo6G(qCrE@yF$&N*~NASe~Z;tkQ}CdZ%(ygbfAWFD-63U!-6__ubkf4xHz4%cLtl zQNU%BRv-SE0+ZpP=}uP)+Rs&MYYtPeqf5wC>>CC1>!nO4#whTY&sk2AYesL=QcG{e zW{&U8St#so#)M#n^X74LWbjw6>)G1YZQCGt5HgKqCH&7P&fPcCVxQalaEsymk-n5Thkk+xIy zG#xflROwTubcC$UIvnwX4wXsinXv;5WSsJ{OYmTzV(4Gi)&vGF-MwXgt&jm>4N^>L zIRj0h?4N2S3=}7V5`Q3L0zO-vu?A*gdhHQqvpbitR;=2O#YngC4eE1d5 zJ0>b(EH4=MF!A`I=D&l(Ok50-RdC^D!AfcRdXqW}x%ZRw^xv~^G)8xi>H#)!c0bd^t%e0dzN9-vrYwZL`sp|Z;y2}l-_bxOx*G&- z?~5?;f<>Oz;H*!Xo8Fr!D+cC@Zhi?8W#I0CB^BgPbX?h5{AX`19WlE55(7`ru}^Q; z>x0MWDEc|7AHRi;mB)FmyyKx`>*D3kItC4Er$?0E)YEXOX~k;aDjHOH$~Nfx(lA!E zSRRr`L(S5OyAo;%!(&!YF5tw)kqMyT+0jC~&{;3C#+|i_)6`Wkj<8;5RuMSs2 z1nZ8ku0yhhS>x!tT9}AaGbaA4L6W2mueMz+&X0%{YIjz{VS|#Vxpy@-AcyWRR*mBF z(<)~x$++xUIzFOLM*OM1&n_cXa5B%znFy~!Y1x*o8y{4{b9Vcl7kpKiA2{#nty+nZ z?%S`)w<{3kHn_Yhw*rYX*VJDqRbV||>*_0Zl@NG3^5-6hLrHPUs@;PX;HOTAzVNTa z_E&{muMSqi=D8=+ccB~!|GfQ{UMgR#4KR?3m zY!05e>~y){oP+$GJNB@>a=>NiN)f6Odb%{11g;eZCb}PsaodS& zW6-Z+oD{v>zH?nM`u29bzO*qP@4c7yl{j69eR6aB!jt?rQ<-=Ak zMd4mfK3?tBP#kb7!NK6WwtkmNK;L2|74KXEZc@Q<8t481&p7oF=b9!mz4W0C3AOv) zb8&@n#_c(r9?($%*`0;UyUJrLh8}f1_&{MrA0mB8wW1k+9muFj#uzjufVSR#QTdUE3k=dzP$KeIW!JMWuCrO0hzJGX;C$m z@JKiHI5@^RM?Lpaef-II=yEsRdYB9k>oa-1R@Ja@{-#@|UX7)fOwJdY)SzKd<>c?`F~`sOJ-2wBc|<`uwN^AGfYX<>dRM%u zqoDcQ$Pn#zGhS>#zSL6c{@@wq79yIJ@c&@>mt?8`u8a=a$Xc&xAPIXJ7A=~wXaRwJ1G@bB9Cr3JV-qMR5ZKY!ubAFZ0 zE(RocFP$BaV<7uSVKBXkfh4U<^Z#*ta!2>tE?x^J`p0kf@<%Xntw!2p6N8DX!{b+< ztFd4m_pW&41`BELC5<9)vT%Bw@=?K?1q*wzCO$F?+f}8W#BuzoJ5Yc}ubu^!G{J}s zO)ND0S?)ebVR6>|ZSHd#$4|8nXXvQ25x#6xK~|FuHNM+So}+9`PX!M49cM%J&$o3& zC)jWolCd}u!UlzF?gTlEjUX=CrIZJ36fH^mzMjcO%vAgqzk@Bft#3RMzP|;FK}U5x z?OI?F!lM`x)&g=K%AD{3|s4oHNwV$F?Q72*6=cswhZO&e;(kGZ=mt<>6JN$=?0 zaHS0fJ5*m%{M#_s&~WGR`!;;=e|T7_x(!#;_=ifrw!wRB{M?^q?eO@+llgC`4Vy-u z^5xOnplr;r^IT}d09ER@_J=m4pZeF8FV+s(*V(7-SG8kx=o0(+&u!=sk3V#Odpp)- zUYPn|(TMA7O0ml$}TdH3NNH#<1^Zp&!AQ!avnJ4I4z(1Q=Favu zIPDG}|B~N^$Ir$RRywqyrgTqY(9SlnLND;!J!u8q*XO}CBhLC-Z%>`#Z^ivixnjT9 zEm$XcO*Gq}1)KTH*MHvKf(Ev@QSUgXesxdNG=|vFu)8I`ZkUa^{H@b|O>FQCDjSMB zv+=1>GP9pk|HGRPCdG32O6*_X5L<T_KmdIvdNV|2YdbI4?X{$inh{v%&seEO5)bdhmJ|3n^>F9eZ9d@k-24YfT0d z*+=-lrX?^DKC2w!ILpBI_ET4bLK#pwkb33$Lk8TJPh{vU&=Gm4v8d}i9i_wc6=!tm z*qeGaF;$U{IRXBZT`e@6bW^dV6wtuXbn5=j4npTfG`u8<2WvY=$D< z0I^S*K4up6xIcN**y}+Z9XGsL7U1lNFV>Po){;g>}Z5HOP~y5ujJj!HQlim%D<1kR=IsHSP{)+LO?!BfPY) zy9gV&oKQ>0+w%Ak%l6A0+ z-L^s;@taf+k}Aa5?}_c_1d1Ug>RPE+Rs@&si%imT5?UYpB*e!`kliw;yn*BMMFJ@* zinmLlzgGTy;?pwRcS;lT<@l3DRZLD`D2FF3ra$^}a;Z zwR)-wWeFKi{+PxlOOX*Zt=K7-Uj;9|j7^Kpl@N>mQkvjYiJ0h3 zPHE8E5VBXPo{s>S6_+jGEfg9m-)$kJOlLDu=d&&G74ya=iJX z6Y+;u4t>Rk>&&;6BkiH=*%e#M@#>zHaz;iOdMCM`6-$?*T`Zv>Zng;T`M&nIUoXYj z`m2sz0i~#kS|;2oU5=12+wNM~a@<^hgX^VyIh+R${*+TJ$FD8+s`oicC%bbOa8!St zZg&?)3#wny%S|hAw(Gr)G>2QAlj)**+XniO@&H0hub&(CMqDZvVLrqGry#xPmg`tUcuq9??OjMD=?FMkJ%_rMjolU z?L;dX_L^URbg$+3y+M}PvY*wM;G20M&`=GT%@>}eXw@LjwjjrHu^RXFFPxj-SdEgb zlYBpAs4cz4hct`<4in?b|M*o8MXFF5^9 zf3yD9C3I-MX`@@X((&-*YWN?Wj47|PUtdWn;>H*T~O3G!gW zLZU3i!JQ4>%TucKLN?N+IxoZ&v*C4pvhiOj8)Ii*97XK2BQ(TramNA>TxjQwqB!2{X#Q7h$Ikw*Rcx!I%@ zF~9comTs_bS?Z4hQIEF+D|P+i@ZC%w~^( zc4&x-YsLq*<6qYghtEmvs9ML2 zEW^XY!y_b>R4P;`V?^KkYyHkW_uRdIcki?ITA`G!>v}#hvFr`4{@RKbJYq&XiyC5L ztnZ6{el`7;1$=5w%C!s1274Om~}IZNqS7jlprVHf#@FF)5(d29{`I`NxS? z)ZEPR*xk_zOK)zQHqlKq63r;fe=)|$0b*yG^i2l*__iBcCbc;y! z@n&q3X_AW?Y68995gZM^bVKQZtsTx8biEd$XB=KK%Y7!^LgQ9p+Py&H1}HkB~od;3eA{6z+?Ig8zR zx`P34w^JUw_cAcW|2F>o0R{vlSYP|<8}L9cRO!l226T)M+TRmpz>m{S%HvN1)O+aIo<}${*mr?+}?m+wgo+=f9tW*qt0@%OFf*+T~`!{)uXu6>C(lKI^3H$ zxb=oj9dyg(ei~e>!}EV(Mzt&Ja9^)d=4LJ(1~Q#2uM>1Mt}E)&kfB57V30wSeJ!>K z&9X|K)q;|D@Z=q-S|p#?R5My!gYT2Cg!98{Fee&V@_kPYR2syd-rZP(T>I(9fd|!i zGtRfU6wBJWeBs-So=@}czJDpZiEk!J;!(3Y~#+U)-l z%3cdGF>x=Eu(kZV_Cf{T`)~Q)GhPAHb|QAp_XS4F?p+Kud4WCJ!*5ygFR;KP+x;}M z41BgxrSEjh;9e5b4&zb?>^0`UB3_DpJ<~4@-k0D9y~}>-?_va{>ZFs#Vw`$^xFb=u z2*)hFbQY-;A)`!K{zg{;&V0WZeSy0WYusjnO55_0aOjdo&3^^(JG`K=Q7Iobb7ux3 zR^@}sJGan$fre$~jr93h8l)X}j9&OhgW9bR>Ss68aLhPD%WXXk7h6VC;}`OZhc3ctxOKtLLqsYKiaZjR zigu(yb;IdLb;?xe*tjd3Xi)JZ&r^1Z4i(o7B?hTis8}A|ZRBb}MM2K@=y_)UmL0DbvpHBdvj>SFeC5iCm4APuil8oB^#V2iEC7~u({_|pXyk?QK zbq=)@%=%c07}2Saunucix}S=L4nA**`E=Bb9&*}#H47bs<8RjM=Ha`nb+t%PE|iCh zwFb`QA*mal`LG?8CSV>AsxDxl*=!rrJ^lN=-6eyOel3ZHGGiGhMAv3Zl-Vs?s71fvc6@Y z$L`6@jcu7&I(_f=PtP>04?fLMk*8pjXskq}QX&|`4k5oH5~1-1qOMJNwZ^YRIB2aZkG7WLGmY` zP|@AJwPf}d6+;Q_S>LRvkmBw2;AYp?baT+?a-?AqZ@%ym!Au03@n`;_h*F*l^V$ksCweYo*BJ2dHRr-mt43zEN+zC<2O$x)61biW9C_D7`vnY)Tqw(c*)^Qe}|3rCBipLVwtnz=vSdHKq4_1^nJuf=8f z<(#cl2vjw6%g+quU1ui z3F&sDL%iEw;uIrhQY7^yo|?bS_?};hZ!53ypWX?K49wFmh*#l*n?TR#r7GlX$geYv zs>08cB8w`Yv!C4BKJb>s z=IJnwQ^eGy274l%E|(kCKvTTx@y^zIZgiU#K>} zw5$PDpKkPMl{6qd5hfgs;IOk;U{9*6En2t93%YdLC-0jS}YQ8sY7ceN*{aBgQ4mmSi#;q4tXU=~rtb3c9=$J6Vm`dc`-Xny(2pe|hfy zWuxfYgMB(4O<0*SlJlat34x}ckJYgCNAC++`;fEEShB)=Q1*5+`o(sRd-5@%T&0)u zS%!(GC1?A$?_na!;#k?+w@fUYRn5v!Z9zm&l5S{l3tl|=^@+T0L0s`=G2uh4xR|V2 zq_n3Mi=Njn9&vBQGuxW8<`u12?NV2M^k*w*9o)~o1lthMv~SJdpf+fD$|a4awLxdx z`E!3o8}>E6h!147;dbdib6H*%QuU(F&h219ibMK5Ct;y4*HI(FgM}ErO)Gd~SeTiN zGi*v@!MI~;NqsvDU&2NdoEEj?qnU7yi&8s!zt{};ooq(|>%-nBF70^2*=0A8){ax% zJnaI-?Fd|2{8+ud9n}){a=IKHaOw0n+pwks_KVC8{?h6|=<{pt$If=(V?NnluG4`N zF@6<0&v$_NY+1#I!yVX>`8L=`yaRdxq6#Sz9q0?%?DA+u2RLckKc%|bq1@}Y=L5YR z^BVW>H~Fv3_#-$ySpaWGa?)JvR+!QN!SCA4Pb*zWC= zc5R0BcU>F*mCfL?@0b>&G@9BE#SQ z468 zKfB@7fRp*IKYeaA;PR@ls>^E|;3_;Lf5@XA0)JAT)Ux$x%=LG&Uf=8RSJb8EfPEbf z3@tHgv#Nu(R##m4dpdGVJo67(`Y-aZgnjQQa78q;|3#Spr#OXj9KsLBkMnvaBIx&xuRaDbpk}Szu|26X*=I$= zWXon5W@s1+N0`(nanF&@*vqq4C>ZJut=lqBd%|v?UwYP zk_0Wf!ZkAU$8)jZm>o((A578QZliy6m+{2O2k;K%-B6Y1hwD$WIZQ+XQM75Iq55AC zc2_2b-_D6fje=Ndqf#8SAFX5TcaOzK$2*^8q++4V&E)&S9SiZ%n_Srfu_%@lvih(& z7TwnbCge#ho<5EF@5bd=IPK=vY7C9V&b>ieAp&uTTQ7CwhgLMaj!u8OzC9A>Qx86m z;eHM&9siYiXP?2LRZ`w+qc{GpmPfOmP1^4f88FuHsEmC??DnsB{;&NJ;rOa6H+5`3EO9Nely)I3MC4=g@U`h|@DZJany)Oc+_R=^So`X}ub{@h2E z`uD>xq=TSfyKzqaKoF`5FM0862O*5_8i(YKAan%J*ROI9!bEENO(Tv6P8KTbA9Z1jLirGtA-?K6z%AJh?wVAqqQ+Tx0M5SDTCdyvjBv^_ZIyJs{A zMor#XA0(ecUR8S|@62=Pt)o84eHsBhy%(iR=A&@Kx~Sn^U<@|o28QyuvCm1|XO?Y@ z!?P-tVwzes`2E!@>>8u-?1=0+6WK7Na@BmxIT#LfFKE1u427V4$r)*ja2%9#IQptM z4C)fw1vb});KA6vqYirEFjE#~9OaJ$MN8(JeqA(zwhUL=iATYB!j{WCB@W|fPjuc) zNPtW3t?t4DN$5=G=~~H1Lh1$aRm(h+A#1rmGc%QfMI-0u+Ty7g&P~rSO;3gNvlb!4 znRJYZHuPt{O~;lsnjgjIGqAsB(v-0=3k6&9H62!E;nPdws_W)CxJcXi_mzGQ++S7P ze(IKs-*0y-`LO*4hfv>t88$TZ%H8p9nW4e`r=PpR4;u1M&+pvUN5g!6z{8uS`EU(< z!rkjufQXR#`H|TIR6V$vEO@67eqNUraXl@e+J?eRWfxbIwgeHw6ym5qtzRiGXF z%&)ts3I^Ji1o))4}IzReRZjj(%C8Pe-ii7~HgzzRi}7?vwdLf)4EOW${b>b)uuy z!Q61bg%0`UiIL3Pba?;hXezu%2Yt&(Ym5gSSuSD!))cXB*)km&K@)ZGx2j$9E=fO}Jn1GM7KN2@!5*HoJB; zK_v29nC#ak==&wb3Y>4o?j%jc-8Y({?Yii7WmYrR+zz)>Vm9L*Wvaeuq8VTHEYh1c zGjX%`U7-CzCJs-QKaTQbqVGPPZfej1>G;Ua=PO&VXYDrm#t*H4_hC2eruylqa;stx;3e(pArYQrZLJ@4E(Q2l{>n_gV?t_HkbKFQnlp&kK-i*{TN zsE6cR@mm5a^=RsN8@Noo9+$s5{;`^^L!7O1gEW}O^G zRYkjDq-H?vhvQ!mssfNoNN4A z!Jd!47bAII;uy!2@v7Jgd>s9J&o=o5K3Gjq-|cyU6VqE4HqpzWc`T|&@^d-1@2hNh z`K=6%YC1}h2BmOg(!AgND#1n;^?3Tz5{yi}_WB&k=H+iX5q->J)KpB#*!8pdd1ypZ zWu_3ErvuiTW*6ct@%=SwQ3!AK$$k1E1xUYhwAZ34AMyStjU7j6*!9%0IQk_Gy0eQu zzdex$YtL_=Ge6`&c#8SZKr9;ryVLDBg0isW>P|g}sZ4l%6L`4sPdZl3XEk*MWMDVB z8n(qc4OM%Lr1+GmIJW2P6`j)*obj%@J*}GpnRw+&*QrDt)84;BcPs%;>nJzwx5Oh$ zSni^zMgkt6;W_&|BN}(QZmxcn9*LyXAlZbxdeMC3@MdgdsF)CB1$@(xf)aH9~PMGu8Us5&gI zXHv*QNPElLY6_W3^Zut%L?OayOcTYzbW-zr-SO(wbkcE`dUQA{oouWb7_ae9Ckc8% zN_HOUWZz;zJ#oi$a>h4KHrOGPNc=qR7Jn_1INaL$ZBjpztU9nuJnVEPNr~3K?WV@Y zW!zt$D`t|I(_)w3Y{?{c3NbT#)@PEw!I0TtflP9;qkUm+X(nkMUKw0Jn?ZsDYo+*q zWsqS-^}A-@Gsw;>83~U^GDyye;!v^4G~&9vdgW;_WNpxAtl>$-u|Gf37DGwc&@F{|4enUg9n7CsQ$`$M`_ibBS?q zk-=})zd4wUz1dop(i==VlD_bKQ4Jxbt?%CLQ1&LzH3z-RRK3X$`+u8Xi+dAuuD<(X zqh2JSU{Pq2TnPEGn!CX$* z@DO-T20qCyxp_5=q_us{@|un(l>&8E$-N1LOWtxTr(ZIW(PVY*P)s6n!__)grAZ`M zW&O(J&B-L}RLZ1E0ENgZ%USzD(g@!Xe!)wE>4c@*E-LmT zn+z1)IXP&MMW&ozDrZS&lgEAzM$gvekb+C{(#PxaNPA@eOM$a_aNuZg)qDZ5w2Yad$`%pY&r|Io8;Xe1nRfrwbw#9& z<+kOuU=cCw{bO*iw}2$5ex7#iDj-&_9BMZ01tfGKe!9kvMqaO2*gn%-K)$at5jkT; zBMkqG_Ue{2qI5sQLBgCycAE+&ytzgr{%0?Lm#8ja_enKt-&Gp4#{g6N$e6O7mN?$>Fk3vny+|i9?uPjAd~)@twL8*_e?{3YBkqD8*+J*K58d>7Q~* z{k!f(34z%}!XQMDb2OL4G--Wv`@}xa^P7xMq!aC(6$!H9nS^uRBw_AR8hI`^HXhwT zC7svza4Ef`keylYF384Hh~e6vn0=op#D=tTaoxsq>wC{ z+lphh?0c)R)a}nUDxoi@D2xhHNcpLyw@Z>-Z`rxv>EI+{ zHKQl^J3f&p@4K)`*e-$GJu#JhXl)#+kQNdsMl4}yjk_OR9ZUWm(pII#hY=_Bx|VX6 zP-2`jA-&orh)if1iz&Za^miJP0e8XKyoJ8*<3pGyZ|(Gne2C+I zF_X_Odm$rvhhegJAPT<(IsE4lh=&)o{$9Tqh=~E2pY)4<3+qtqQkqd%cQguLKAFGEI1`10)0C)4{V42WG?Y9yi9&?_`ml=D7%cj+zKTyN z9zA=PnjItYn9_{CcwQqO#oNgI%&B+?hbjx2FHVBWE^+%?JCkwbNY};9`YAZQt3tg| zF9m+Ck;+l*IW?htel+5I3XD<)Ir7Fs_#yVzvX2#gJ znMo;aDrKnl$VbB0 zn)-F>`7m8DsBu&+AM0n1?5hxPawNGa>RbV~`kXcI3M+(E`L=@A@InNK=w5q%uMkZl zky?|-i}1-fx9Y4-5kyOMqjq`~gJvfubHuk8P24>-nE}N(U6B2G)s12-{PH0zH>?;1 zv03Zc5)`by_vwk{Y6|p5$dig(3fB901aB^&ptH%P>pq2ohKio!K@C)l2;F=7sD%oj z9a*jkTq^oTPenL%P@(MbTd~2u1miMK_8AV8;7jdhbB*sMP@Z03N*gMHhkpIE$#f}{ zdGo(F{VT;AJKvqTLS=~W@SiCcT87v&3Tnop)?G*9XV_ZNTi+2@7R;z-|>kc`XGdKE_Sgu2*70 z_K@R?pJ$m^y;bkE;W;KkM%outoM(dS+?s6S#)PM%LCW0$CNc_mHV3{lF~>(=Y2`2z zmh(P*9UNgIVq1(;^DicJcl&P7pI{!VLC~Y zEEp^iJ9}d_3u@iUey(d-xO=6+)i-e@V&%BN$Z2{M?6^=qkY|>=*_~AhUV_Et1K{P6ed(( zVPpv4jx{^9&V9!P&~eV&Ju}wsLJ)Mx~f(W+$XW-fy|rt?+ovz+ za!F07vwSG6F4By%(|1mvy4;LqHcJ)P`Zr_A4vQqc&&?Q$KCx+wR11`oqD9jJTae*; zI79PO3y9mPQ`aO~A(3aKef4oG>i65K5aBjlIq)T9`{_2U6`B9h^>Oi~Z7EY`Lbm+(nrSQ|)Eldjf;6R_RiHA<$~ksamaWU4943^Jx{~Lv%rnrMV~{>U7c4O%psM z8`+3{n&d%ZsO0=WFAp8<-fog?9)?bH`sIsw_;Q0+pqa|UL9N;6#C>=$efGHZrxOq6 z?hOi4XL*P{x6i!lsNlU~ZDto8=V5%o`-xxbJcPJ@H1k=@LwDy^rt>-;x=vg)>=WbR zQoQ$6`xh?U=e?63?&IR5`mf`+UU1=I8co~I;ewIhF1Ia(i+5GyKV-wX$ay_I%kU}} zC6&R7f#!mE+UBWE=yUO{&t~Pk*<6U;=SQi|+Sg& zDIjCD)qq|rGMqOBsIF;+gM*?6`%eq%><8s%JZ%A$GG*m^q6Lfk!}RSIw_vVuf6*&; zGd4adOkV5NjC~Eo52;qoIPgtubN>4#Tu*pur~R-Av!#N&#LSw&S^QE*ZEh1TOp%;O zRwLYM=6#&w--zvu?Fx}|8zJm)Jm}f|2JC$iY;oDF0jj@ro!887fLu@hm8kl9F#Nnf z1|O^k&MgUfuU8M5%igUKoH~Tps`Ru`>QI#8U+Ae-2jNGf+BAVqzfZ{71Zvh|Rrv8H1Q8M;4Bz239HUX5pRiciJrl7W!`a zdTWIMw1kL>Ueg_%`oaCB8TcaH{rX?e*fQZ!iD z+8-EDrQ!X#m#6*JD#4_Vo;_Mtfm|CgyZ?4npr}yEQh9F$QV(}HDjumo_AHA{vS#Jj z)_%^dxxEaM9cD-MUzZ_qDuQ~*whWs7Gd!i7%dqnK(CjUCrEnLPD`2~nVpYJchX#T^ z-!tZ8lzOfNbgsmi?Y2~GQ9nTxT&eipHEU1ER|+)DrL!=l}2OkCTMhlU4p)O(IUjcgG=~aa-EWnBG?k7L@7l4{deZv*Z zM+W51kpY?IYX+ok(m@gZBpq9x4v$6m`zF)Vz+XOk_Ig_icD&0f>UBs!WvJR4 zk*jg&U6K-Kc_S9S_L6QUukImZ^;vHZpGZh$%7{=_+(vqLsFIvT04o0UnOb&SN71Uy zm;4_FLUnK8{BF%4=*O8x?(}knkWyjs{K5+mk~(>ETbd;ia;tPPlRH8jF83XZTyT-- zXHD-|_`sF8>xw+Rp6^YrIeuq!3-P!nxh%$%K7%mCIB_I??cX zu4vesK?2vD>F#`zNmhNnd&bD>F;VZ4UFH*&P0YzPo8&t zqH+-__2n+Sqe~$}kCh)SkEIZ?i@#hmd#J=(u}<^0bqV=o70EU47Em&`Jkz<1bgEK| ze5K0B>zL!6r{9*6cB|vkk*Q^*_*PnT@cDA0(pji-@jy9Adp0EVRH>5KET5G%V`U}z zJi?2yomWMk2dx;46RINKXS1KjPtph(eznMTlt!Kx`-y~or;+U{eZKB}l|-(fYc%a+ zCAnSkz^naDCFykP{5$=kl2CQWu6b~2CaP&9XhX|h z@k$y|`>B0ff=VMw{>O!W=F!kFDuD3Iyohgv&k!-P7W9! z7kzb~PBb5n?=TIg6NRsjv^qlQWL)EHgnIy;7!NjoUh6|A{?Tup-(I4V;+bDm@?Ghq z)6INWw=08Owod)|!ihn)+1o|-*fU6LRIKD2YX+Hhs>DL`2!p)UY3Xn@W00UtdTZkM zGRWOoJ9UH%86?vz-*Al{gZxpF5FOWHkc|=*$8>fu$m?rAlV0f1$p(Xe)f0Q^ggRt$ zXR$4f_`ff33k{@^tbqB&8O4?4u)ZYq)KCRE-gC_T!sbe1Z1W~W>P9)i)y-nsb>*by zE_eCP1?6P^iq*yU&X$l|ihj@L$P)4=A|OG&f=XV#RlIewj!KMbPRlRprjTr7&g`QC zmYs~U*!`A5c(c!S1iz$^>*WiM&3Hy3b}eI{E>%*=j+v&-kEm2KYxqTK3X4Jv!&2w6 zswhOpYEyf8DTPFKGwXI0QphZ~Wm2O#6f$S;jNdA06oR!@2Mz^NiL2b3@FgBp@=x>d zt&syIMA}TY-+W~mx$UmzC-JwGtl9CqxuU&{SbUu3ep7@q8{a>ykuEL04XOc zf>v1M{jMNacm0>NhEYKbRi`Sc-j(F)+ZTr;)CKWLuj#M)Rz*^-2p?Ybgie-sbomC^ z(n;I{4a+&J1o^1qjc4>#6PwZg1eLUElIA}Z-FyZ_%E$R&h9r|z*gwfJ?E{gt-||xF z3zPJ{YVfpVGD)D#o^PfKEb=5xK4ys!i?}CmDfxVsMFL=7sdAc4bQKp5*FR$u+bG%m za4MUaHwSAi+gL-)8q%|cSJaT`rBWuwS{$-ylL@F*8h(~#uj4U=^PHB>x8~)7Ud8}PHWv35rN$$ zU94s{hpcn|P<&yQU_Uo+NO^`}e_-Oq=yVP7nXRi@GgU*Bn~ufD{jMPkY?FlDCTd8c zQ@;J4u^LicCYZZw*@RLu)}>IxCbF%K9@9)V`SxdL(%Wh_5k13S!>6-}$FHKWOcMNWq*g;l$;h*Y#t5dS=jICAS=54f;M zfyVeo9YKDYn)l1JII&2CQ+KbBGmCiLm*~(t$Rq;`_llVb{QjsiDbN1{a(9yIBWnYq zzHu^o>ntWIy=~aXeI(HLrlFY^lNjWZc)>YQs^A_4qFDX1Il23=Y6D&iu^vzlz6 zkv)IUn79}T>c)tZmovADXto_z6Sbz3a`}6$l{2b{ozmPagA76anzP~8En^yaaMxsR zQX7rD3OA&as7g}$wSM*tfsXG>h{p=?Du_ZtMKQy$lBA72FzR_xK@MD6DU$0b*jN1Y zsJy3~Sk%_DT&&AUmF%0z^Z<1#IWs7_v9 z9YfD1;wLgE&8xG>)YHz%(F>WxKqIhgj%x<_ZuTFo!Cs^)C7Pu7-EQBV9!-)f(j*qI zzem`AYHjYWyhq+BZ?6ztc#jlqJ-azw=pM2ClJ-}<=Pu!RZg-maag#XrKX2Uk>?V1W z`D1vZBam>eWdF-43nc05*OYGw^d=Rd?Gs+Ry@|VVIfb^+n-p!oyifL(7m?Dc6bsDq zBHjE2f+=Yq5!&4)%-*z@6xlgTI=!)mtOjMxZWnhHjg?rPjj@IE2J1!Z-nql)+m*H* zYcE0ZuiLPg<0Xvb7CW!i3r2EQ?}`nl1UzX=*S{SMkIYHEl|{kusSW#L(isfPzX& zTX#Ny#$5BMl9*V~`fGjEGGcL(>a4rEFcuM?_aD1g6$>|^k{^>|@%V2?i(B=|c)Sl< zIP-{HJa)rC#@qGJ1@) zGrD!X%pM~+cx8}_ywM@iFu-CB8U({xL>QZ@g{&I2)l!EAAXC$VOT9ucN0c zve7y6Nj9=G2kO$vy3ar4z?UHuqxUTb+Penk)sN*sEvR|lvgNs8wtO^hmd?c)yLB6) zm2=^<)Zmz-RxUJVZwlU~pNrv~$i9X9bD`*66Q_SQ4_8dqn5+!R!?A>6@gGrnSP(gH zS8YNbmZT;)-G7{i@CQAG2MhDi;(zj6VPige55^tY*^!TlxLdcg-{nK<<>H`&<4>U& zY1w*wMgi)+TItHpFTjc&4_XSu3!rJb<l;8 zfYMtU&g`V1bc#mnenr8SJ;Ls-c2t~_Yc(A?LB)+%o4!TZQ}OM22j`4q36}DEJX1cF zz->@|g{WgGWb-!%gr6*hqG4wBDf=>T=X?AL6woK^w4Cj`G7QRn7K?vhhPInQt}E@! zQN5t>U)afV1S~WeQ#w(B7u&9x#ht8x!`+*SXPheFu9f^F>~jT{)MwVd@2|kwrF+HR zx>RC0t6a|iVkNexYF$&mTnYVj-M2&Dm52&@`*)cK4RlVY_XjT;9FFM3mHN@}{PpT| zuirE%jCRdC@sEbj_N*`q;VS4fN-d)WSHW8Nznw3_svy?1pg=UT3h-`Evx=_5$_|g2 z6SwI2T^{qrFNzL_`Bf?sF?1k1T!o!LN4&`Q#eQjYyzGBoq?<)Y;o|ZBS$TA*_;XU* zis)FH@by|!86B>c=~XUtI%?OZ_h_@}Siwrn7iplw_Idd0LSqJg7VGQ^+|NLN;|ltr z!wguj6y70ooPqLQx5`zY=_q^7(*8O?hx)W&?GznyLXvAX z&SapW^u?~fa~a_Hhc~u}F_1qb|I%Y?pRV5~TZY4ni+g~*RqhwZCTAO0tL>U1?eU9R*_ zJXZ~wXaC()a<7JHS$s_Hm1;;Pp5G+pSB+;+v#wDu0Ku#diVh5-{qWg zMgiLP=PpwdfZXoV!QIn9-4zQV2>!2W?xiXw!b~_-Tpd2QiwS1YinuaECZ@kWnbB&@ z#EMz-bqwfCG(C86yPUy<=o$~%iU}r$oY(mpPco5sSiDt4lLf!%T}uySvA}Z?$oVk~ z!t6g~Z(p+@yS-28*-|#%Mc5l82eH9;KO@MxoDI>#s-ATvZ2VN5^8MM*hOXmXg&oIg za2ns2p1MGymenT%ST&DQdJ(^QKUGCz#h+tlF!tg58@>+rKg-v9N& zdgy-IH5R$09?Nv-56(u`Lv8V-sLYpo?7kE!&(~`}^rLcqrc(p*AAC3JiD-b@u~%gL za|71S@hQJA)`+gy#nX%88sU-VWp}!|5sHm*(rKR?F|jCpuuHcIM|@X}xISpY_E4S0 zNBWyU8T}n_W>GT^bSW?2{h%5D$zM-ysc44C`@P%AyJjf3%t`yYxdp#d-GkQNY=Lak z&ZD0?Taag!WZg5>0(0%MKO*Z}F;~eyBgC^6Mk6Pqzty$E^OnjU$CYhp`s}SJe7+5O zwN(?n)orj8_Afl~r46$mrKH|i*p3MG@mQK;JD&3+Yd?gyBQ7E5=H=3My!bkGXWeWr zHmC~CrV4Y>b+c2wX(bms&Hb!YjJVL0uhQCL#f74*L*CYlT&z09$k-as#Sw{Qe>nl$ z)TTKSPq_&HnK&%U=HdqSS%(Voa4~ahTAP4_AxqwTTF!&DTw+Zk;o){xo1fpKbDjr(#UK05UEsk;^6*8AI3DJt1;0v*=L!1I&)b>>JSfIk zoVr`c!-wg>)S)6Cy1SX%g6nvw-th44mwF!9>|!m`Mjk#EZHz5$;(@bHCQ_n>2a{c) zMg_lk$lc>6zI2?2g9h&5S0;F{Iz0UKjTj$A=h7bOFXBUfZ-Q5%EFZ_VYG3##$4A8- zsDttUonfSmt!pFV44rXe{_?R;~duGycJ}UKF zfAG)q5pqaX$IF@zs@+}hA~!zruX;XRcZrW1-^|nRd+_mXo}uzAPd<2oy&JDw;X^7f z=V7lGA8VIXYp;ml!^?R7?mLkJwrz;}8^y;W@>=H7Jw7z`j=b)<&&OgOzrykXANwiM zMJ+LWtXg(}rvH$SAf`)uNgN;U8j}Nx349Dn#?DJgIsfuCkLRORUUKu)O+Idq8H!&D*;=suhXN;<&D%azkxmK@|`yGP#7 z&_jIu()@R^QHc+RwfJcw$lD@`faFqDK6X{sSg3B|BX;oIP^KCm56gBeU$a>dm+Nb_ zUDonJV{^avN%N7N!cD&@BY5Av<5#N}3iAD7pt7Kshmpnm8jkk!5EHn-DdPnXN`I?@ z&%fj$#3*){TPrw^!$pG`sXRz^PjLTB=fSqtcGKD@9&~sU_R)TVbAGdE*G7RJR80+w zT?IP0GbvqPYbemk%XsVgn|X-d{M1-x9uLos4t$dux~XU|3I)NYmHlU#Ub{rRrAo{LB08|RA4a`4ZMrOb8)*3na8b6PDQoh;~Im;r4QPG@okG;&b48;k>#z&yV{U-ZR_Q41Fg{g zv%3VWR(NTc4LZlSB6?|}_!a$DJW`(@sA}8_J<5>1@#?0I z!Y^}in%$>HoOm`I;#}53*ogJ#rfci8 z8qr;LL&bh>BRs2?ul1eZh)p$$z0GeL@ZK|3xYoA;u`62L^8*^N>u<{fNM`au7~rTi{npg>*1~2mE9dvk4dJxl~{Z|Sfgom zo094=P<+OIPij4O5i5V`3-x%wdVF8my&mJ&EHczC*8{!Al8R#W=%_coDzms=Fc;k` zT)wOxM@yM;+dk9*?FuonJ#|P@d;VxqZyl~_ZB3jM^wp_L_ZEHnR)^l)M#q++I+#_3 zd@dcSLto(3blR^v)Vp`QzEe|&P5z^HK6Q1-nk#z7rBTqA*LYsHZ>htctsP>v?R9wb zM8&f1Y#sgw009606jygVRsS20G9p4sWfQ5)k|_BQN+>jxlFZ1cBq1}|o9ub*E$f<> zhq&ij*SuC)Q4&c;$oTfVzrWtE&pFR|p3mp~en00tM_Er}yVn|n`_ZEeU+gf*|MZ@1 z?F9z%Hl~JlN*GucF@?ITVDQ34=)al~A_Pe^2Q_>qLcaFb^&m|QI11;FReT`=I-pXR z{gnvTGXE(@ef;nyBb^$up~k2$h$o5<@T|xW}CF zf7MQeuS0SZBw7r*lp}6@pu-@s`Al3aBL>!U%H!_L80f#@Q?g*i;EioUhc-I~?J4{i6kZ5(AP8Z==_zfHC4vFJ0TXSA z7zRg^&!2NRgF&yLcaVW32H1qOqmm2;=9-3Q1!XZXtp4VHfvVfXT*f&QOM>NJB|q}$ zNwAHr&PVPi!BclBezyZ8c$2P-Sso-o*S#~5cQ{BO?cgu?G9Lp`Mv*e3A`JWjat>;K zz@Vd5Oi;EQgKm>&GQ4;U&J-k<($!G?r;YwD)?tt-NR}UJz@Ur?|GKe>dVjBGUQP=J z!N~_chG7`warMLNc4|I_Us*<7800{_^VJ><^18=q#X8aTeuAP=0$uk%TmfQ;VnWe@Bo8PwmfkElfNwGUrp8nNm zuq#q|VqE*mc7n>2XWx~Y&&DL+Sh=IMwn5dSi`8vxi<(bnUqvgGr#lkDi$zqPK0AU~ z43#JSU0MrwDo@_3QRx;`o~*B!Pu!sLMCdBymZS1?)1%aYkIIw9{m^*&!z2)jQ&Fz@ zLOn0pooo0w3F=bQ?g1|eK0W44&J`d*n%A?%aA6W$Ef2cqEJ^~idSUI;tJHWi$!(5x z3=V#g{?>8jhf<>K zXtoYNxW0ga_G30f*~Pa%rBueW$Mp%|(UrbNY=;xX9KQ8igkr0VF|_-rVJ+DFQl`D<_({Ji5n8Q^}foP{4+u%U=*JH!z@Aq zb&*pmizi7C^qucO-)Ry&VQp)vlpw(#70$AFX{sKa=5O83k)SlSa_zAk34T^2_?0{- z0nKT#=7^UhSjAY*y>ujj$H$23Th1id*Q}mxRYrnxW1+iOD@mX&cRft7ngmjMygQq< zBrswm#&!@$5aQP7@g7LPdT&3i?ne^bk~Ck~Zl(I;5Cv~~t_|7<%e2$y+dxE8Jm;Ex z8(?@g8;KWfkoVHZ&E#bpXowxBJwDk6U1D8NPkw2Gw6>YEqBCvqHqz?!vE%JvpUWpr z!_y9VoYl5dyzRg;*}?CBryX`%khdwcgJWmDi(GR%9IkfmRo`fbYR>{zfxqo=Z*R0H zqf`g{GfV!tDBS^cv;>h)XFEXOM5s|axdWKr3sf}rb-)agZH0jj(7L88NgC_`=cSNS zJj|W&WvNbIoTU>g73IfO96RAWXMfKvr%pJ!vKr1^)Cv1<&kpjJbV7H9rcBm!CwPYn zZ2Nufgx^a^D>}2CKz!FB9irU@#iYLzTwYy}X{q|h`E3{U8%nL>y}Lm7K-`5Qd>5Ra z-E(2`7#VmE9uASxCWCNh)rQ0kGN?(&_nUZ<;kJact==>lWatYgf@a8Y$)m#0`*1g; zG!yW~*Sdi~vwgo^qZ^n^=Yz#HyJ4H^-1Wk4$anv7TVT8!z9TuXx1K} z6b+?(rQ&Sd`sl7*53~+DI8l;&ptSYT*s;zYc%%KzXX;Qdbk#Ihxt#6=!>`W{EGqW` z=FJgm_pBG%9QwD4eR^SMdvk0lu@|hLKK9a~;`Nkmg$PnF$X$67y*l0tQCl)E&DMHh zD9uRKMz9Y8^n$fMUFd_9JMKqjsJMqVF393$ACRXmUpwjA2cGN^wRfoa?`ze;`p7=0 z;%Boxl-CEbYx5$8ls;$)%t`i}?*q0p27Kn8epvM@o|vQJK5v#M)#Cl|D9)lzOeqiPahc5~Jz*#Z!iO|{)`ZA_=zo_W*wkYPxr+!!| zwN}ui;#}sQ)JIFy>y)P@H;xU!$Lwbh=_Cih&fuVb=9K|BMJuOL?ll1NO=VX^Vg}$? z`wc&d#sSEg=qbBE#Sz2l=hOWIpg~KXP#741BkNVq1?C38jGlhPf}H|^CVe*_iBjN5 zuWqT)B?@R&aImT?Qs9<^gy(Y$3Y>lTcEjNb1qw@_F#5YvfH5`YSE3aK;+g3E8r><- zov9Q3If?=)*L<0}>M6jbY}?e^OM!NgmrI=e6!`n7IoWK00!Zx3Kj%3L#9n=W;L{HZ zOk5V)QCXnIb1^f1_(_3_qb<*#A0C8H4jo%xjtl~sh>yH`bP#-O0}EVMC~&w$scmtU z0#MC5XYz*v_Ill{L+jMM5micw{DaVGM4WH@O92n}e}`qaDbPHtrd+T?fu3)D>w^DL z;5SVX-6XZ%oeLM1A1+d0c(@41{+R-5JF&j8V-)BpJhsk1L4g4`FXzQ-3cR2jQuM5) zfT6IxCtofFb}xPNDvPG(`N>#uJ(dD*k{ev6<0!ys87ZJ)Pl5jNTP%djT0kGdW!y?t>?%q8z8g`at|@#HgDab!}%9 zi>&+LVclS?ib@}NL(`;+R3A81WoQ`l_Cd9s*A5G{zptnYo)<`__IGvz!=J!jDEYHC zRPNLZOh4b7c-`oQSbB|pTNiubwUaW=Qmhx8OjE-iZuh{Abwl2BLp|V&)TFh_dO$i) z6>EIh12!}4%tz>Z;M)EcEuGSCc$RNxU>wp7g8z2oK3H|b(&%iM_!Jp_m=NM5^~qpV zedlnA3>n4)iRP;Z$gsVlpD9w=1&eqDP}HZKusGNSzoR3q7Aia8 zp1J1VjMh%DmvHHelv?q3P`V|rGf4HzH#7zBfxEfgIGTsWaTtjOWC9RN3Z+byjxfO(^%J0e@Yz4OO z2Hxk#TVT>vxxUuA1@vYcRp#Yd;O~vq$Ii4ZaKtd=^DavZxTk9e%*1_!s$|WC8uPs2lPoI;J>(;^2&}T(CuZ|`W@B; zuM^TMO=FwDHdeKA0bqZdCBF#*I5eCdquSgERu`W7p08>E zZ!aF}!R7{#_W#jwirfG?HNiD?S`EN9e`BjgzX39=nqKCbG{9tX71xbP0vvUqaquVC z14q58)2v24G+-@b-nZ-F(Jp(!j$$3GT%|B8U8@5Z&5^M-sD;lDoN<%wwLt4bde20u z1*zFkUYiN(T9kHwmwqkq{AqKiy;K7^-M+&d<<;OKRVZiFSPeZpw9O0Wt6`?ucs)V2 z8e&a0H^xs?QQyxeci){C>=V{YWK1huK2O zsY>AYzu8ikQ2}@EatWQ{t^oU{cOt*n%AhVXCsE$I44yE(bt{+u00bYGVic!yI_;q{2>4)h)UxFRF!#h%u-z|))#8L|vSTs$49k3(jw}YcdTZ}P#|z>2 zry>+Qn-46Fcip8wjN`KSd$TbXX$7FBiH-5!10gHcX(Nyv2+4}`o586pTHhv7Qu$JsYc~v(!P1DPUwZ&Ms)wh*Jv)InfJmYM-;t3FPmP~ z3u$CCl6C6raNs2cP$V9fe z;oDz1vQZ6-lD+U|7P5M4&;DjC3&{#c#u-}XpptCQR&UK5q+flMUQ;3m4aMA(9J0(u z8cMhj70rCq_0uCUX1o9?IUcXRb1)wf^z@&|XBMFQW<}Q%SBjC5k?Jhla50*=KeI26 zP>h-ejI(r%J|JuTs{*&Len30zQOe9trD&tCci^UNDPm7t7!x!tMfDTUUR>lUNAE0# zRey1mqoi81+4=qDNb8nxH3v;OQZG;$)YvRT6J#4bHcC0tCdQ2Lbe5yXCodH{=2al( zb#lCTS_OKyaeuZsrULzCh>X(;sX#VPvRU4D@yJneAYES@k37v@B)Y5O5q@t#_QjJ` z$R?`IRE)n0HJE9uB+*qP5j9Phje}L_+HBzZ=z0~}j;@r;T&hBoLQeaw=cnwpvEAYEZ2Qle<=AEqXsl-gFDBMV6I@ zIoR7;G_JDt{`8w#bSyt)JnLmGVyT!YPBN)O`Df6S<_DI{+ADaYpZ?osX$O-}JMBNNH`m+J?&s)v#&o-bL;-K-u z6akGE;;}uS321quqxtwC0nxAyFS&I$Aed3kOlxaEKNtuXNgo@~HDfn}RYC(Io1D8T zRNa8aja_^6${G*@t5+^6qSpIede=XPfc7eION*rw(3iBb<^#zMXn*{((Y1sIv^(&D zU6Q&^c-=3pncaW}Mz#-H)ew-&_u{V0BlRfhR>9Ak%yp>mu7-8LN-dgvaq!d&w;HsU z&-8>KR)rkjiSS1(R3UW*4ck+U)rgd7QEe_!g)HcF_r9d+taHzjqN|5T|5Ubqe!pCW z&fQjhcv%OJA}{Yd{nohxH9Mhf_N#dGSSIXOj4~dLSGLQ4yNE|2dPAyw=kbXC%C93; zh85^#)9HK9UzDSH21;M5bvgRO*}esK}kwL*h(Swo|h|A~o%|exO#PvL9;FwSaitFn9F{oRH3T+nsxaTTSZSnMo%a=+N zcWy4R#=a4u0d3mPZ|cx8NvgGLvm7lFYcEDEm81H~y#fAJmFUA|$C;s=N>uUc@j*YE zD%7~d%pte#q%$!Y zCb&#MHXTFhE@O@82d}k{E4dM|r=t7roq$e~+G8=!aCH+eW~(nP8~W`6z2LCSBL%#J@7Wjtw9WOmYI{$bqLI>6IR0N(9-H3f#!fZ zRA#a#=}TA*f~2y3(SRDXy>LBY;#D1bWO21f&9w%loNn~TTh*Zi{F<=XV*)Y>kqI@h z0JI_8ojmoR5$$aoNwmF7?GKQTJ7iab0{KRl*xYN-dDh4j&D3fX`jRgCd|fp%h+T`# zq4u-;u;X3zzg5Voy_I9>BpxYbm{QtQD^ZLE&sfv7O2pvg<`Y8oh5d0AR*$oIC0m zE|($(kzxHXg;I3osybbbTq)YindJi1C1=gKER_4g>zoJKe}DFT(wlt?MG_#)*) z=V(0`{E?OPqpdk1Z{!s+6XsU*1_|)(7|W7xBjpFOf}-_C$m=J|$r?{3D80dXO8ucF z7)xLLDv9?4@tUkt4OlS9{?_}~EfNfCW}Jc%ML}=`ock63KPMb&y~FW23ce)nxI8CD zfpMhJ>-e}Bz^Rbz(nDjw!@xL;H?t;Vh@0`1u2>a3|x-`_{;6&7o<&dTX$n&I6 zj69hNJ?iS6yi=97>%-)gOHx@yG^`v#GVgltOSJ9o`e;nFqiy zQyko$1Hl^K&psyR0q2F#@bBG)FvPFc@a5AppPC=Um=}VI{a4#e zkz80_#!Wsulny4bZTVlh(&2{G_k-T!>99Mxp1Qmz3--VAs(Zkj4Sgrg{+N&FLhUkH zb(kv;=nT}onip^WcW% z=X_Co9+2Dr9mz1wg2MH8rE5}|z}@q(>X>vUB=dH8%5Y|af@Po@ULXsI>xO@@qGnrz3ORQQ3f+&MafgMZfKhn`$GFpsu5aIyeBK*GNWNBzIq zu)k880jFeLi)Y!gVM;7<`m#$pjBp=Td3Yfao{S$-+KHt4@imuYh*Ufng{Fo2QFZ=g zeVg5bkO=0I?)IYhaX|7kuKr7t27i!>hv#lAlzgmqd^Q>b@)fTJ!#AmOcY^|HxIGb8 z7VUO9EK)$9kLB!J9~}5ZZhYFqmkzr0A*uF)@qlyju*flqg;qJH&8&0$fT<>F}Akfmjlmr8&YPQ`ati7C)kPJ6IhIR>V6aWlM*k&u4#?f2Q;NN`TOb-Tzc z0&G?n9AY;jfW)%=PSiXK^k+^@ycCUvug{i$JoO6$w;|GkFr6=W{R~i(o(PB7o1wZ# zPe+3GuSjk#(I`-CbB&jJ^d4G&b>NyO<3Yn|@*!PG6x`{z^qymg0Nvm>0=G~5L4@kH zoa>{mV0Gwz@`i07Ol?Yt(S=7t6Vgh%nx6z+dZmB%lA|CX@P^HiAs;we+p>I;l75EwtOu}N< z6nD-D)b$`hg@Y~v34}$2`?KSB9Un4?61gQPa}}B$&2X7u0S+GdxYw_gZ{?&g-zo$bv;%e5zCgQBv~J%dJ-Z(MoE zZrDUTbT$XaG%&`vXNeRw;@Am0kZsbb$@0; z0fMF=i{^n`ly-Jiu_+`Q^)ZNBssrHFqubdaK7h!|vl7H$RQpm6)>Y|Wz?sJlL{ zJ@h^Ql~9Gu>~Zt6hK=#-u!^{^laH z<+ayNH#S0$BHDp4wu zsF0-k-oNI#?{j~%o;fq4SE2HAjYK6Z`*cT+9V$mkms!U2!|Qn9<)YlP`4ZM2jV}-S zaRWc^#g44WEk&u`J8O3E9jvjoQW#UH1222CS)K7+aQb$#uV+=^V8Q&IQhFu0Z8(2z zL`gpE#(OE2%L);3r&{sh>T)EBJ4(*-sD!Z#+1Mhw5>B5oQeaM!6^L2?<#||VDLPcT zg3QuOFuh#;j9*zXbR+6kh$#I_UoJ=1zX*Zkpto6xB~THF zNv!%+f(aewZ-)=XV3fOGIy!j^zV-o5KfAAEljG)xJ>*On&zZ{6S^OW;e0SSrZ@-HC zn42wJY9Z`X22MN|y^U7&y7t`WB2-vjiu128glw$c<}l*@`y=5i-!ZbWTZS%|LCQb_ zw`I2QO%jf~iOn)E&xXeP>mxq0g-{BeZ0QRsMB3==ONvniNS}0-UY~Lk?@DjYEMr`U z`-4BG7JWJBSv7TWbi*~6i8%2(*5+brfvsiLbP=Ao^))VYErzCf>Bau&+t7>&SX3%m z3?)lxB~D8rj!tdKc&nNRi}+I4sreZ&=wb@)nJ2-%y?RhxF9$R4W69qS6<~3I^V{u5 z3eaaVXK?ab9#~z9BQ@ezA!7gaAZhVMq&ukTUT%(rr)%UW`GPlcS4V#~b4eLl$ojgu2hi8Etk#wGZARP{MFcz2~}CebNs3-IA2X~v?ku09{y|1EB&is^cIEm**Ra6>9KOJzbb2((?z;hy)#Kk zfXFuM3Kz3@B!?|-{^X|a_eq~KV(eu@SC;@QjekBVw% zSC41XEo3W0eV$#QTST?^PCnQ{kFDMJFY~w?-NLKIbA62m{p8#G5~;_|(Crg;B>B9F zrzfbM&7dtzqlaleY|=lTL6^4sr9C(154&_!AbUwI3*A=di9(i@Hz^s#oU zS(cZ*=&l7r(PP!;=)tm-_A6(S=@p$d)ywkJ>BnP93Bog1>9OPs(=?+1`e5hx8+K(O z5D6qp{&9)|BeIsZ;nW3GY_c9abNDV$Mh=bnU!&dn3n!+Nl|>D#b&wl_UCK`Gt( zTm-)C|7-X%E){9ll9hMWr9qXZptZvNKQKOSs@_OW!^w!r{(9*oB(IV(wYnP*dxem1 zIgg{UGw1lr+m+|Aev?!9zNTyFx^+a?cViy*JV|+7aybX8UJhl#x;(^e|Jfq8Cm&&D z{`bW9T*Hg>hNo|;Q!({W#cEAgGR|oD@9yo*#`JDQyPolzV8#Z@kuMeD(|8X*QsNdm ze4Axj{}sV*$Lybtp9>(mY0Z((t@$W;`)1j~IXTE&5~HT5e-kv7`CWb2i@?(K%co`C zLh}CM(JT7JSmqTe9kjLt12y+GObTwJ@7%#^$+04czR3J)-%$X@@518b?%QB2Q@^Qa zUW&p?l_gs&OHm|7I_)G^hCQk6-%|dS!S74j#CDl7P@fO{J=;+V;|EXgPaiG?i)ODe zky8qlZe>mK-*OcHS#@}~Nd*qMJGe<(Rf1&6$@`gH1^M$C7i^YRV{$z5mU~7OX3Y04 z^P63TPZdYk@d=*i{)l{f^>Pi=PZZZVnbtuxbUI5;rXJa~fnFLa^;jPm@@&Ms4ytAs zQlCoKV(g{esJH(etVlj7>=IN%Z2|Agxr2A${wrL3Y+fDW`+Od1DAc3z=C0^2yLy~S zqNV9CtcR*6T9%)ygIL>RqwV5#nCk3~?A~-2w&@A9TD!Z@^XJD;Evv&xNeT8~axI!q zke^@Dy^EX^TNCMf?jUm@a`|E&VQ(;FN_lP-J4H4x@6YJ4M+>=MwT{ zw{yj0C4SY;xBfj-g?Eotd`(TOU{`a?ZJuc*cDLzye_vODC-RN=Vob_0Ka^y9C#e+D zehD!R!NthDmX<7Y=@wW^vg~Dti($<#KU=@C6w~4ElTn29AKGej-n101YNT<0P6-xK zZl=hF6{A_ffoJG(8wwleEy><>3n~RA_X~oG5Thf#|CT{9J_H#^S`U-=Xzi4F;6oe$GM-sNwB=hvsT9UNn#w zv{YgKucIsE?C(H=zOPF6Yb^v{X76jysY4xgVUypVI_x{^zd1mv9v@e|nhu$)!=6u{ zG^B&-u-@Lgg1wHw>BLdlzSdeeW{dvPoUFx%&GV-%?$x80yltNL;zn$;49mY&)(F#g zpJJbu*7cmDH=#sF%`Ge=O|60(dyRdxSL<>&hw-u>^46U4K z_i+^}tQDorcSlmOIN?1!-10Z(VAIk@95?lQ=qT4tW@-=hNXZf3?=kCOW!j8$WEn(+caI z-iJ=gw<3P|9RKgZH0;^dv8H(y4Z(A>1NY_8V51hKZ~wIw(oOZlvUED^bSzRHNiwh| zKgZ~&0|QG+hd=yCW+MLaJ2TTv1{Rz)SG~BNfhTeuukDsFATx_`Fya*hPr0{wH7^-h zwOO!kNj(FGZO2qeYzCSFB-y=x7!du-rijX=A5YB_t@u!Wo9ogHmhBXQmE*&+@^{H?ohIdGul z(>y-!0te3o9>o)fI1u|UeD{{Q93*n5$5({4!E5WLB*yGEB=wT>V*)t{4e%~~;={$j za?7P3^SMYjinJ1Ca?u{W0d`=qS@AFgY?QgiylMcv-6FAtyPqvKk>@-U{s zD!U-$!9F2v=3+b#%yRYkIZ`})$Z2dyg4 zdwEV=j2LMAoDStd*lrFXgO3|akxE5YTo>TcoOj2o zItAcAmGek!6~Nhi-Jujm0dW_u{;-S3$NO}4!)|>(rhF1Bx1Hj_Kuw`qlElSv#WmRv z)^VZP=_%oy!NZ`%4cBx(K4$&o6)q3v^JMt2H1t}{Oy)r&wNpo61-*8cUvO|o{nUnCYdAQxZgorE%{J7WP`O(>#0KN+x{uw4 z9L%+`3Nc&7#e4m*qT(nnaw`P$Pu%5V&s@*ujjddG^%nZ661ZEnWJy=*7ze7p+nLJ( zIACQjnNFR}L1e~(*-h?k@LgUxc)yr~N6%$+G&{NY_bXE{u%CyOeZDuhRPu0j{=~hX z_jw4ERQ+z^!9(QR@0LS^zb9R1MB8?8@!jodY!8Ejl7gY$eL5UiY-`@2lgNes=Puoc zSv;t2(ATJu=ELF)v!nJ1AF;z8Hjy5DWJ}n_CM@PdeN9PbOA3L@p_{tp3wUt<)=s%g zynhn1ROa-29?p*cc3UjMM~H!}Bh#4=u?88p8!3E9W>xYXefdZa^lX<>C-k>m^oqO6 z!%Xk!QD;dWHpp80o(tw;a!kRamBEEWWBBJX77uRaQzN#7{hP7&y|*q9{yeRq^JDoa zdU5vYBX>UXl+1ig@9^NjJh7wu9~bJ3(TO;szm*pH^aOw9pvK9cdQp~(9sR}sI@Nh7 zJnnus-~kUUjQ7Txgr84~{f!d;@jz@*Exd9b-jOc8Rx;or#&mw7PZJlfy>|VMx8q{{ zqTJeZTn>Wlf^&B-<)G~D?zUbfF067YPW(5)MOWd-wFAd^h?{JVI9kL*^M|8q+Y5<4 zy{q@U$d&M~AVd28C>M7l9eP6K1CLRut z&YE_uBJy|oo0rod7qY^P{8L_htZ<3G^D#|;0}Cs8!f^rmv@HEp&4iHr@g~GgLzKqBYCMdPb{RBg}ET-d>ba|3rZ+k%HhMWn-@2tVAmmWZC36d=%L zIsSwSQEi&){54Mq1zXDCkJCa}#iZ$%hzW6HhpxO;wg8!>9z##W1PI=dGV8!TJ}Mol z;^~)p2;bZj_~HQ{EeFJ$IVA!dw$uHq*(?A%f1%0jF9O8g%az%8PXLXXb6ux)2r!4z zCY9L4M@e4kHkK(L_uBt`^hxC5;l!DwT%w+q=@&Yz)d)Q*i--7+1xUWlIOjGYz1FZ)T==?AW`N+kSJ#3KmkkT>B=NnCr>hWiKL436?-pRctGdk`X8~fg$nK}w_(+mh z8NT8|==Hm*!X^%ubYQUUrrtTu}grxC(Qe91_~j3Fuo_RPKawZp3hzwwqwt| zuR|v9gfRK>er7?u5Dn5+Q!9!37?yj4csB{~U7xjUdk-Hc27FTGi}}bLF*-asEkG|% zq^9Gu5Zt7G-;%ZMIIi-3p;T}??rH4t3t7{SxJ!bUQcNL=Of+-<(<9^u+he&o0yutd zelV+_59_%$noYd|6xPVhn%^(P=D!_>w%lmPZx1gO9cDW+R7R4G^4pQUOm|79Z96V+ zi+Qj&LkQ>MsGw{UA+#c+LYw^s7#yl9Dk0*Z3|}!LWhsQr+K;mjy0yba&)j5QX*;-< zIj`p4Z^!)bVRP;Dc7(j1E3}x`4)26H>0w?%Sd>@Zv#k^${2}#dDuI_s{`Om*6h4w8 zo2*|g5@KIT3U$d3A)d3pme(w9$F#=w_=B5?_tk;g|3up{FcZVydtL~GgI6tgtrg;U z%|{s>7XegHmqE=0joNAY`f0*BXfTYt|Hfc)c^Ul_q-LBG>nm;_H2^ohLC))&BOm8H6`q!9CR zAMCJF7Q#LBVElC@AyjPK%ai&9@ZRJas$)yMx2}rQBIfV<{mJ`BC5Sn-$n*4PCmyJw zhAZv+c?b&)5vy4)fJm6#I{pG7WZ&NL58kE;3jZ4n^%HH-0Zix6ENTNWMKOWGNATgbdtqZ0n}>5Z zhp(5*@$l8z<*OpGUo<#YuXz2JgNXZaJyI)pINjTNERe}V#D*6~MCy2O6<=88K}dtV zyw?Uhi9IUu$-)OUT&ULfJI|d(>}_{_XVUg_pr0Ul_EKIOZ2r9M4H#&{ z_>K>utd(sz+-~zuD}fCc3G**v11!`=^e=tx&BB_YdS>%gHbnVLUr1WD;dUfRmwJ@g zXWuKgN5!`x_D_9Cjz$~)ie{BH^s=$+{T&QMu~B0aw07ndv1dO^4cqU|g3622v#1By z_!@A+&u(rTc05yflB(Q>g4xCQl{U6vzS(ligvD+6;k;n4MH3sF+z;E_lxHLUx`B+( zH5P`cWVa(%S+KsNE&P&B?CaN^kDprDhJ>PI(}P>vu+i^ZX{<#XjKf9)D1X`TeBq!y zCz_36&ecVOUsxF2Ht8p@W5J;}?OA;T6E*VA_ZrW$&>wi}nUp;n%)pZc-%qh&t-NqW z6p@ESvdgOw7d9$~vi6)N;%Lb~wz%7qg`Ed73fRQGBXY2RK*or;L(T<{FUn)U+d=Pn zuon|^kA8U&yp#pjs!qKi!ruAYOCP;7WWhMSHg~Be3!m?a?NjMu;zXTi%GLu+*dChc z%XrH`c3J<4^qma!-Pt7-IzvZ=;Kq8dCI+;==L~-Qk1DpJJnu>85AWi~{$7Kwhtlj$drws!hQrmVsnro>f~taj(iu zd_2Wy#fvo|l~)>RxW4&tkXj`b+ZBJv%e7MAD+Ph`T^c5u@0{^Aq@yc8fZUWs$3m`! znn@xZ**gM^CG_YxJh5WS`m?PVeMUPXmqJ5NRs&t$hl*DVKZ%hnDX`k~M!mM10`G6V z-nJWPFi28!UiFBEar^t34NWvGDbZs8xj{p2d}H{nZ&ZjoEcfjhrC_d03}a<883Ng@ z@7G)>;jeEgNu;0!jncJ078a5bC;r!k@tT4mE#~3lid2NSwx7MHK*j8{!CQ)pC{RyO zo44*e@juZ4p~DjrNcZD!=8d%Af#Zq=fnV<<>dB9aN%t1`oW;gPnq(|mdo!4#NkOD| z!X!hT0x8!YG8{DuMjj2vrB#rzOM_&y|3 z7rF+0Z$auJq3Mtp8J-Rrhi{CLaYJ`*pwe~A?ljA4s@L zX{*$G-vafvJKr__-ACDn17hZ-BzO(BmHn6|5MN;9lR(#{n1}ZdG zU#jn@qoOuoK-DjUkceW)O!u$!Bq6=eNnv6e87sKT z<&r-rD7p|qw|Ygz_tE^K#z`u?L(lx;k5i$Rz1d3NlM2tt7U(KsF3E` za>vIhc(`EF*5wEV+6R{^P&3Immb9aDtcHXD<+tfG+!okde0MFqOa{|O&yF`p!JWma zNulOcL?(((lMYZZT)OY_hkq2PogbH87EFQLJ0Gj?I5OVLp6@RhBVlAy&fv5Z30spo zQ#Ut~P-gM!@rV@#`4Wb|qjyp9<7xC@av^~$M(AIb7a_erHC-R3pk{-*snCpqJ?1p3 z`#v(XPVHkq2q3}t-Aa3^Ukla+riTp|5Wim?eV=Pf!Fa*G$bAk}sCZ`-@HtdWs+63m zWK-d!(Csv_n~KySkv?V@1^dfc&A@lL zkb>}TT6;NB&v?ZT9+$OfP~}_m{8rGg!S-yf(I+ZquIx55T1@DDJoEHh90kUA^K_${ z$f#MqyNL3DsE0~$@{c^C&)IXc4o^`b(AC~PAW!t+V~>PW$u#uli0a(;r{Q%uPrNRN zid)a+Chv<<(eX&^^p>?0&<*1Poo&cq_ZTcyBJx>(rjb=a#5bcLVQ&~tLxScDJ@XM7 zK60of>xXHm_pUjk9701$G_%mNm5MDj_WjEqQ;?FRZ1(sA8Lx~&XOzlFP!dt_s9;HF(6Yix>p`jy!<|j*{;aH7{M#~`@wl2uA7$JCTRpO!S-j@{k zlzlq8ZXN~ZtFyJaZe+Y}o#@%JlM0BDswJz&O+h97xYW(+4J!pkV`|GDUt6PycQ&{fqK*P!7GpAy7 z=x8(fdBNG6frukrx<)+=_|_^PXq98a_3;7A9#tmn(nslfFBz~%sm?6TV!*S6d;a5c z270t7&V16Qqw`T$gVH(%qJQgXb+2S1bBoI0ieV3& z+0b>&4E%7Ejk;#*MVymtbew;h{$mLn{{sL3|NjhEX*g9~6s}Mz3iXMQA%#+8O2S)0 zktCr>G9?-)6)Ke`N}^PX40pcf%w&!`UkNEnAsI^~k&wRgYd!m(yU$sBy~A32Rt|N^I0vn5~X; zdmUMjS@ZH0a|H{VmK~Nf7Sw_kpf4KkT#G9md0vr?HJJUBbB|?T1EbvDs9#%Z@osU5 zR?tQkR8IWy*i_EKBd?V$k7rmYSV%c=?=K4`NvpmTg|myYCBt{WXIR(5Rm~{-ussWF^ZV4I-moBI-r>4bmW_z?)?c!sY;-Oh zW8bP`;Zx;%XIUE-n2DEf)5snT{Z@l{#Sfk?`&ziu9gj#oa`|F%WN!@(VbPdnvDU!PrYT?EOe@E-Iu(Yh1~~Ftrv9MbUS;^}!)188#* zwS8gC(MApu8Sk`YgE?69TK!fEhdBSC-@jbQY$p?KHzd0DU*b7_}z?$jVO-9i|JwZ!AA;<14^fJO6#=a|O6= z8Mj-N&d13#`8QsYd`$XUkGc@~d;H#`Fk~sf9;)@5btXb$J@E3>Eg{wqJdR#cDTG}3 zVYQFfh48!B{OH&sAr2h>cy|1p0Hv4OH2R16m=!-it>2mtSDxD++xx`(IfqUSz81jK zQS9(8iVy{2d+&@436Xl)tnB-DAx^p`hdmAv!fub%#{;f4^@ubfe$2g|t$#>} zw4C0Ao;L!>*ZeUZH4)%jdbLdgm5+KP%T8SthUb;&;1M3CQ zTAjWAstl3GRhy(MZbUp{v-ai_A;jOM?N`1b#DB{TzZ*>nFu6CdCzhyJ80YPZ!yoyW z=aFT$TAz<=3iN$@V)%HzBULl2T!3rQTJIfWgb49}v?i7(#3!;eCz30~Ho=MCZA87u zy2)?UM1^>{_(G}8aRKgJkiW8pz~9Y-Y*DI7;K;mor+=>imj>l~mIMmHf0p^8p^?C| z`E=vlg>}gCZQGkazYdPSK71cw2%)KSBq(}=5RwgS9jSBy{0?7l9hMScczk;h>5u?7 zY?H?QFAC9YAr<_@v<`dw-u)Z&tb^!2L)CtdIz)^v`ouTse^kq-i# z2^uavLgew{@s<1-f_DcsZP$D}EJRf0X}bXZI=tGn-hqFh4)M`u(d_+oh)b2%ld`Ns zMB3rpkrzTZ?pMmuAo6-BALA4gCjhhc-e1#Wdd~shdT*cp*K_Ld%XeZZFj|Q5mp7x{d?t7=z43Cqx&SIY{q?p)y^ZgC>Df>5 zpl9THz)Vwszdkam^KJ`pLhE3~3N;}r-#iW#xC&u7XUg>1N+BY{2F+|(0vx&!crrj+ zfXYKpb5<_lBRKe#Vb69Rera2M@h#*c_zb{@DSXw`nFXz zA9FXYKdV_JK<27Z^8-tT7!)_J-bz5w-jgOBpB|AR5 z@Ui8*!na03-<8|rN&8(194uBmBX1QVGYWyV1g?L64^D5mCxnpRd%I_k5TPyIE0T%t zTwdZ?@mEKHu@>t+^-uVas54)+=pzpllXo3WkNK#&UKGj56%c*SMQqrX&|_(f#H-Un z_-wD0l&}#Z|G?htrb*)bGLr4#?gFenZFs(w%ZJ*wpt;4mL@X<*b|ZYURc*fP@hCn9 zqh)I(9}8d=N#CjZOMtG4lXm~D6XL-sNktzqLJz7N>etW&c%~c`e|LcZ$D_m~oNn=n z{(F9=aEJ%bzf0OKQhBg{Q<4=i%11PU<#rJHZL7cVtn{4#Te`gdO!W&;R4dhLnk~Ti z^$k(Cb`fjF8pU`buavHYsW2tN&yNqS{uIH(gw3c{1L4EwuN*@r9tjXTo)W*BDS#`j zoZZnu@a5V_OuSG4!AhA?f5JBntkP_5R`RhgSKH*|Qa-ZpQr>c}@NmFiH>ZosL+(w{ z5lbR3v1*yI8w8I={}W*@{whGPtj3=O0|H_`@{0JEAV8h*@jV+g1aQzvQVb^Zq5FcT zwuQj2Q*rGh6;B?-vV6p4_wu27+C$}{zW~{cJ;jZkgdRSQJUBm>@QW1AlhZ`K@_&zi z)gk=ru(AHv*}4M4Uo!HSrt^_jqPSGqm=AGp+4((W9(=s1N9Hs6*mb0acP3Z>rG*0* z8AQE$Ca)$^vjBmGm4S?K0m!$0myN#X!{SIv`>+!qxigRF&&%Y2@lM%V zl;CZ!r(oyN7Ct(WNG?)iFG_QX z{(axFG-$|$gDw}&qO0?{Xp;{=_hcRqA2*MU=d9&{HaAvNiioTunRQp!5c9<@rI)7l zT*PWuF0;1hA~P~a?0NekRA_B>LljJoGiRUx};dx zbFF#z*-N$9?7C^adVdYVT`c|8MQboVyT|9(YvTSh9+#^gP23BVG^*rVYvDMN)O)SI z7IJGBdXox?-^<606%N&+zDTNFqPhmjP9BM=8Z|fvItKW*vL)=C&WzlVRjsxfu*@au<7)$pY7Q*~Rb5gHJj%FwTqbG^j36!R6U)WtfRYSmBF^=N^Dnk zDf-+k23=cTpz(c)x>!*O&PYD^y83A`+=_Er6DCX0W7oN0?)*~pPoD|hxwsTI@;7gN z(=Wx{A{Q{(FChMxWmKv30;h}{>kCaw5Wb(%xoc%HRwgUZWi*S>`!;;u1L;Dzd+OYt zPc1@eFuTaNs~C?T>@;hiT>@i`9cT4aOF-F`z53ZeG3Y@&j+0n1j9TX^hN~6fz>lvd z=<0ET|Va5-~P#sD}c84tqtwMLf9_ymVdgx2xiA!Tvy#MLhNY^ za*T5k4w=T8{$Lkk%w6PHbXNgRK6tD%qga5eZtn9Io8{y7nbr-5w&g+h*v6nQ?0md7 z{Xt#ysQ^mlAD`xL+T-Psk6F3S+w#2fq29vE>uk%z zg4&KV(@J@Wl%Es-YE3ShRIM&pZ^}UyiLUzIH5D$6439Bz=BiI(HZ={FCPrF1*%^>syoe)WlL=PDFNMDsGNIa57KeYtLm*SaUP4$nFdc1GI1gB()zTxOpF&O&%ZEA)akdzj?~NP zm^X6snfSX@?7MPe(ZhHqnEt(cpe-W1Tkf|G}3v zvZFK@W3;)}iHh&PWu0H&prWA*3;w&wfC}wFa`o+0OrG26@Jcle8XNX93YF3@c<lstFBxSxzG2|=u`8L@8|XMTrBi4UONFmkutdff4dcIJ(~OTWVa-cX z*y5gwkj+g^((F{2E$jZg@ntGh&ehxUZ!mFuRj1059SoRB`n!dEpdt7qUPuQ}aXPDD zhariK)cE1JtMxS8^ye>{W6Z=C<8NcBqNxZ{?^F4&DHUo`%GVxDGoiA{K8Zcb0Ke>! zZu(6+v@0?uuXI!4YNk=Q?IH!4Pdcwv1d}oF<%i#F1`Vw%y(O+LW+I`_CFnDgiKyTc z_J<@=A#ijGtWIGIO(2vHYn(d{O|I3$mJik$+By1x<< zl2k0dRm59$mJYWakJNk382F(t-BnIv;OUNi%^J@L{I0A!YsjXfWBDrInqeBaJ9`#Z zEvLatt6(~`g90CBR^IJa3jCW-{MMk+QU0~0tgDR)W(+z0NNOrJq*Qxq|Cf%uj>!|t z&C=lX*0pSsz_oemIcel41Kl6Pyfv=VVec!ta(O2eZmIg8x5?0Pu3~9BkEl20R`@2J z;#A1R?9*>nOoO}CxKL3(4a^7j+mhci(LG~%cS{42Z|l5BEq6M)P>?0Z;HI#zKD_Fd!;W@e@hbPoNrlqJ0t=3W73Ws zWs~q*XCPVSAO%6w|IA}nQepMyW?7Ij6~X3KqVIN5u)2MlSGEnotEnFC@(?mQrF-M6 zEJzqKwn>_GClN10-dyT#B4PB|xH9_~1wY50tu)#|#TRXvk##yWyv+S2Ly4u~@6mno zd-hY&$T1$vQ>LIsBXn_fKMCtQY@VnkCPVRJSmI_@3RXU;ulx9sf-Q63S9PV)u)A)k zrk+ki@3X%7DQ0x&Z_HQ8NTT6MnSY6&fQn(J#c_i*6sX#fo^(}_Fl)i^^RlHWcymB> z*PLP!CiNeg?k}K%bZ)ugI(s^%Y15(p@(f7GT-&gZ@QM2N@9k}i81T_rTcE#*j(WFO zk|&sA+^0pp}n60agKXSd^*9W&aBZ@CNz{>l$$M9M*-!panJHeGB^`y=3n_V(C)BY zX#|gWLdPwk$C;SaQE@2uVS>#rT6LApK(+Kvu4g$Nt#3c~f0m=6YIYGRI)nnvA*aXs zZ6uV8gp5WkBtz-k)z!LzRFr%_weW8c9qFCFw{;WxDt$S^sXa|cV4c5+1W~ufq`t=Z z^;9$$1(_SxkTKW6IB+nM;K#dq%G!=3$c~DwSw~5RNyVv@dxU<^Tq|u~-b;mIhy3q> z%QOhaUjFUQBKUSY^l6VDh~YDp*sd{oe?`(ELUAuyv&2%!^wMP0Og@*0_7@>L4TI)vk5A z1kbX6lQ%ZsOoT;P{r2z53B(+o$LcXl!An=|C8z4i7<|z;aB%|#vQd%N2YD1UAG)-X ze4m0*s?E^eN;0zEt2piqC&5!@`1IS9WUSFB{QdpJGrU_px?|*ZJaTfh=%I^Ac>UMC zFXb!+O0D6Kw9Kja$RQVLh4;kDUCHpzkmELmrhw)&`*WlV1$8&Bj{HaXczVQ*g4CZh%u(3W z7rT#+dy|a!BSnPYz7e@xpH0Q5%W2&_2?|Q3yWi%XA|YC>#Hoss1b?0VL$6*ZLgB7K z#XT=FhVSr=RucNGU(?m4!>3~DmxkZ=f2c?l-A7(~kBW5Sy7+bmzMG+@Oi>FsKCc-iipDIK6;O^ICeSO*nrckivf z6+poUQ3FfA*<^%Wh+S93N=D7ayxuy(AAc^~{MkW=ijk&WVsqkY81qQt`x3gnUY|p8 zXVWlh(NWb&^l_7KdyoFtM*(Zwx;eQSWIWM+{bK422?-xs7CSPNaKf$j*S;hYE*=Sf z{KbTdCC4M?IG?6rrEqu2O%e^(VoN*<8)*1--NC}6j)oPNiYDs`JnkpG$?kKYK%ga^ zyvv4|Ukukx@(Ep(X0fagZ*kWB*&MCr^f zJ}AvV!!enn8;LXoKKNs6;YP)~_oZ{+ekUW*!pT<8j_A+ZO&=A>Q}AwKU6}W68Wz>K z&FrhDV~yWqCA|?kR4m&+ZTU`z-NS}Wj+t;n@Yt)&HT=JJ`^;#ijB{VlkjKq z>)sXHlQGf~`$m<}pZy}9wZ1kD&GY?qj!x3BW476vyN~EFosMyvSxtuvH~a5=MH;+$ zAk_Tx!#n;NuC<`cTREoi6_p<&43+rj2D^H>Nu9?;-nu^(_PJ1DUUsI^^BM&fmLGm@zd(jpq<)y;^AuEy#Bq0;k&$%Z z(t(9UpKaJMC}fAwFaePw@pi(`o)$XW6a8jJR^+<)Ybpi~TaDPUDQJ?dxctS5jBEYA zH!u05K)cd$SBX|KN)vdXb(3M7=(p+ZUqCsoD&O%Zl4eJ$RYp{ccSgQr! zedbfq;c}AWO!%bd@#?e9_er4XFa6K7GYQ8IafTENmd08&7$zs*2c`e>Ian3&O?cl0zdZ}T=%k6mhJV&|!zMoAqe+#}a*Zuv?_ zd*epEz)v)Ysk(OC6FPS3dhIZe;ODG0WvPntOz>9oq_cjfLOf&U*r_9Fuqow-dK^k4 z{ATP?!qQauCLioI7GvU_y_~AXJ)#fUUsaR(Ld+En1$Ne^6#V&Fw1Fi}gHzZM)n;b~ zB%^}Joe!C)6g`NiTqb1R(8fydGZ7}GeB{b*28=4E!k1go;r-q0QrkZY4tlf%ku(TA z(PWcomW(s7I%=&-hV{uGTL;)wEQ(m^(M;%beC0fgQg1r`2LJ&7{|r}oG!v zM3f34Qif7Lq>hx3%#;*K5+bC`WS(W7AKu7&#)pi>F_a9EqEMo!3?HRJ(cpW3-F4Qz z>)gBd8SdG{LMgU#TN-HfIcdF!rozqS`?Wg)DPZp2@=NOk8GNqTN2?qmLHcto?k!RU zU}M^KTlp#pq9PO;J@Y7FnD#r`#f1uKaYY*rY@$JkuC1&BI}NTJm*&~qMgc;?{O9>l zG7PsH3x{ZvKzYm8-s`6eKzTuLqw@;_)V;A?Tu~zdKe5pPPf|eD=%bZP5d|=PcUl`a z6~y|UaF;t%fVqL8D`rau*}nINUSEjtHkFsql#vg+#}s_L&*uV1L1-k-5a7`0{V#q3 zB&fGp7q(*u1$-~9C11Wr0WWgjT?2m#ObgaO@1>HVEr>kPnL~oyz3+OKlZoI^GFPHE zmIo?tsxlJtb6^v@N#CMMJ`_q$+Pp*O(IlE&MnH)@?g~X zUiz<`T=?~RU60mHA~-b#JKSf*Nuwvb2Uxf|a=U|^UXj7>(c&Hn6*81pcFUeyCIYu0 zK{SS%4*}K}JN1+Zuv;+U*~#x&Ft_GEU$ZL*gpXP3|KTTsZPotEvL8uc;8^1SAdn0_ z>r9NuzGO&E6g{~xM1sYAO^tY+2$m)NGS4Lo;6FkzyHzOxGL1U=lU`(lgtX@t-_Bgn zeAC$|KTU*w{?dx~^<;?UpMlr&6!>B<@$Hon6+-K-3GWf4!URR;hLI`-lrG&WoV6jt z37+)NH%&=!w94PHxtW!3cH`!tO9JB@r7Xj56v(pPB2;~q20Zi6Zj%ldLW1OzloZ86 z$e=R$(ky6D>-p02#5)S)=Y2n2dxH!g-49+Nwh-YK?Ly7CT0Xc|uGH38lE5&}R5~t) z0(N=ho3nZ;pmHy^WR;Byk`EodJku%Ad9Q=aae)ke+8@O@pd_Me0c-6D9 zBp1GU9QSzmItO@Px^bK+Er8uS`5*2bBf%Yx-6~&r$&fPwMyp(8FqhtZ_plQQ`22!W z7WNZi*RyUy&uAW`u8k3H_vJ#f-Co7m#Vjc3VzckD$OZT4BRR2pL`W%Kh~u0l!2$Bd zjItUs9NkenbLtZrg4N;%EK10rskCW0a)1PqwW6_ge~55C%XIC)rvmsAwZz@Qo(E~q zspro>B!YDNf7b0!$k2E^WUh#X%RaJQKvbCu=1xgF`+icuuf$x(jpaX``9#cz!OG8< ziaYD`i4gHzQK9x*9z?qisl?6X0a@zl;OkxzC_H7{^kY(?W5cflj-^xx)IE}J8AOA9 z&YSP+QK>MS9rdP2o&pm?jBL*u5-`J_XmENFp-Q;e_zE!(3{Hshra9)r9@7I8O)Q=c zemGGYVM+yxMY`Cj1}YSv$lj__Lxqy))_lt|R2XX$$q{C!z}eX?t?%PW@I)>6yr%&X zlonj*Ms;}*O7UH>+nx_+bzQWUcCh*tDM#<492Fdfe}x>rM1^UORQ}|6Dtt+3h^yU2 zg#%vi94CD#&|kfn#??oH*{)fhB55K>*?v3O<&*~^y~ZcEx)p$LMp=ExFA{{3kLq(i zBZK5dsXvE%$zY~ot394W2IZjBUP}i^K;V&Sm)cnXKZX_-Z+^%HLorKdo{}sm6xYj>|ND>u>N2h^E07KjCx)F>^3x%l?TLO=PB!e_xX?EBoB$pl!l!m*Jc#lYXb!3)fJ5xInPBf+AO^c$x$2Y+;wK3k?UyrPAv9{U(p(xGE!?7d<3k!~ z{Gy9XjODQULae*>g95lUWiDC4D~S4Dew-E?n);g~j3pp*Tw- ztm|5>&%eydccYX{kBcOrHm}Hj3L}CeoA&CupZU<2Dm0WYN`R^(9#J#5v*7Wgy>n+> z)4;|zrBUlxGWZ=&b@c7efPJTIwl47!;OQ;5#}ixx_|#zbi^M?y%}T@JGu<=|G@%NW|2w0ZRuPz&Vfs*0$lJNRSXc=fNlX6T1RpFvSJ9;v> zxIE${s;0s%r|I_|N~yrTBcXXDF&X0BNAEibC&Hk1`^ZRO48-$xjeeXD1IHpk(-SBB zq5ij;Y0u>dFo(cfN8%GhpRUg3T;Ra z{>i67w8W8hf27i2p}uMP!|oI)mE3&qAo)J9O&6DL6^MbXAkn*?7U7`u`>ls*njh%a zNfsB2M1YF8LVmY>9Qge0-!}d@0Uq_H7BG|V!?QZlc!)|o7+>#^GYN=-PQ4FZavs4D zy?murAkG`a#|cZ}+77@*jF}B_I*jf+Kkqn+w^_V>e!6NN45d;pRX&nJpZzT8d_tm|Ja(P9cM4KCbi zUv$xZxQx?l{3bfy_ZqlLyp1jI^50yP)CS9Si@{|#++q0GGims82Z9e?;^w{N1^tm6 z+xL~;0e5c(kJ(c?EI%;jth<7^N(72pnKT4D#PSJT)ZJ*D!)Ah-}@z~sR_6vn>p`s z)p2RijM!8m&wUcu`u$&VUeE-#!5_^TAC*yQ`r{kEXZA?s__-=1b{lO2X`Q+Q0az-l z#r^7UC|ZhY_kH4yK@p)r(HOBv&7&^wAyGKVyV<`3B|F$RI z$7f+e==4v-qx!G9##1BF;oGaF`=l@o_hOqMmIkA(1LKih zPzaJaZ><+f4abzX8*+rDWANx{i9w~q@p$;C`O#XxWNbSt*sbQBhVP0$WRTlZk$!Lx zN)9F9*)Ky57qz2MS3F|gMlb@~qH7aPBqMP3hM9JNM-_`jBQo|36O&MAg?DDJj8aK&9k6^X?9L3qlF>P$}+AS0H zb!u~0?K08)zxeyZ+*vr5Z4eXCnT@}mj(ri$QZUknxfxJ z!SSx+m)G2AcsHqL)AUp!PE`_4yB?+E*dyn^AA;#9JI1B#oKlE?`weo_%4is1sahmp zM8js`bCeSl8jAP_8IuAE(W5^43t^-PFJ|bRQP|ADRYf&RWA0-7U&eDjlSd_Zr9;1s ze_I&_n$+J2voAs8r;GHAcMQ~6WUHL1WMJgXJqb$%2C843-T9+}fg%>XI+<0)C~dyb ze_*TxU;K_gamcz17jIou>140KZ?E-Q-A*vkiOuYu*=jld3)~FK#4@DEO9lVbE<-6;|l*OMq`Beo7803*J|W zQKDMMV`rIoQaP$EQN9vgYOWV~xKtuXK;`?bZIu`qlIrcYy^4i%ILsiV3J1-iWP4_- zaQ?`y$^FAs_^8_Zv&e@^^v)67Fl1bbHm{DY{{6?q=l?Dy2n;dt>(_u*voB1HdbY$@ zbh;7~zU(huiKs-y#ZpO=(Mr@(QeCF&R3TMt;^=AHDt!Hv@zzVY5`U>}&%V5yiD`}U z;s5ijKrSD;(uLr1lYLY zPSxHz)trY?O2J|gwwaiIOnz;vUK*|wsI=tQPr+*)-}TZtld<@?VlPf4AxG-+&2(1( z^ZU#uw&tFKGEQ3z2d0wIOv{CFgqVuzBJItK-Wizmu|3neJ_-Mw|2QcXABkrxrf(mb z48}Rila!#Ze%PtrZ^+K?jkX`Hl`b}UBfUa)+o+2_PTwT`4Cf2MU!MZQi$_ASWiF;y z!ZR9~p6iQ)Yyy!_*~8NJoCC5IxM?3wKMib0La&m7Er3m=TYS{h7FvvLG?<6YfXz?Z z>TT>%upLm4w7zDJj{6SrtkZNy-42bi)LnOxZ8*8R({3-w&if_LxOzf##=(?Ng}$I# z682KICIEcGHcY?Dm zJHT0fRBB)Z3K}@F=J^4lPE;U-D_>jwR}l)+y+Xn> zeGwpQEoClqFA}z8PJrvhrzx$+j*G~=#0^B`?neZy7ZGmJ;E^_Pu)Y2UFm2Y}5PbCuyLde+r+LRu0)!6L8kvj`A?2D; zyp;?YEH)$<_N0?RoVV59m1VaSi?*%skw7&>z}|CL0XXx2DZUs-fc!3Z6>G_Ci1u7# zFK z_I1p*vWXHwu%B^3Hkb%(oxQxgQ$*M!-`sv>j0o>r6s-Tv7l7^ED_K>$^5ObrtN#o~ zbAfID9KUBqHiQP`2&WAZplsOr>eWsX{I$?u@;^s~DKevha)t(17+qWc^wOZMjqaFD zr@_?Go_ebW8fgAE|K>HF3U30qgq%_+px*XXb;6SjS6?cv$etrX%$mctjqhmS*RHnO zc!dE+#goZOD1{Br=aLk6mcj~GhQ^3%3HaO?TJ(Qf3{i6X zXcw6b(4()Z3+K~8ckO|%(*hl=X7|TY+e+d5GEdCMh6@|-tvVM2|~yH^wMnNa%3 zoFPtR0)G$Hyug+Tv94q0WAPQxBgq$(mQfBJJ)1d|<;vha+d-dmIwjy5xhSEWTLyeP zGin|$S3tY{g*O{_Fo9Q|XFz`^6WX+b*IoKo0Sey)>4jP4;C%UNq~DP;$X{ng)V^E- zNpfGe@kB5{XJUwyu3iL36)ztjRVxDfg8PMuCB@+L$XAhDy$q_7_t*n z7Q)qWnNHqJI>f5zja&?4KpJIEt`Hf}ed|=RuV*m??Y$`eNtU(W8c%S!SO~7_7kZr6 z(Lh77BFf+i8RBeAbHh4_uusRwfclgO1UDn?lyVA?G;$L>188uFX>K>TK!Y*qMoT+~ zLU{Wt+>?)o29AZt9tmhuAjBbcR3?lBJdLM?3R!hyo7+~oVIT)K$MCCg_UD4vsn*AQ z*NO16_rw`*8xo`)mhZ^YB0;^`#CTW}5$vi(F1~BchYvG9eA%>e!TFx2qRMC{6jdjb z1Z$^4<4@ras;LREsE{>c^&$n_J0$H@{+9up6%OGqdM4PuSx3R_O!(fOG$t^a4t0;C zjBZ4x0C(g*&I`5iV7WoFrSeb&gcrJA=6x9e)4n4|)$iT_)juzzAMLvXmR5$JxDSQG z;L9qLm)|2{T3U+zB{LE_#pSEsPlthXLGQ`I)4||ArDh%{%Ifn5IWM9QoCRjD4lzXj zI<{=zE@n*dM;~oIJDEXW6hC>UGxWC=1~b;hP0yG>OT~p_V#21tCcQ~vCqoCsb-yJx zfE6yt?OeZs!yU66DiT!J{LnU-9(l7d43)~1Kg7($pe99fj4~05(-%|Jo#cIyPkf4< zN5~iHnQm(qt3G(g+NnQf%^!!kPc>)!49Bx~HqLs8#i99z@TNdQ5?ZKr#;X*i;+0_) z*QdKuP+Xum>}Xs(a*R&9B$P!XSsXJw%A--3F7M6f6@#;h8-ERp-bXEbtg3lA8I3xp z%BHx|P*ylk&whI*p1m-3j=U!a`_&7-CO*!_-7&;)t&{1vVW!7H)GHY!*Vd*yMObr1 z-d-iwoymBMrFRZeQ&6Cso}*=uj*^X`+QgK32`A1@M{Y zV|=_qTNssymlQ=>bty#bjw{J6zE47R5999{926Au*;N>lO2fuueTQEZ7vhiTRhK*C zRQ%epQh!v2jD~V6HIE4-yebPEy_d=OJo8sdtuh%y24{Ta#VN@BF5&BdGZlS$NAwBR zH2jd}r?Bb%BQJW`w(^`>AM@Cf0vUnTEXi$+Hz-XlP@+GI+$O5GQMI3|6%lp_(jJ zCF%_w-_Ne2d_G%@2d|uUr%llD?~Q+4>|#Z@snuCPa7!T`kh95=2&bW&b)aPDMH+5V z%nc+q(vW-c`gE^%A?}~HM(3m=3|9M}T4fO(1)px5r->A!TtG9quY!&zgbMqF;|o!g zzR8?Sr{UDAgQBWIH0;PrWJ-k6u=cCxl`Pjnw6fp+bmc-3zNY6!wRY3-$)B&zG@fD% zwEvO0;$MR6cGr3(ZY#!s-YS}c1Rc$%hB}V%6(LimuIryb5k9;7hq*_n2{GibjRf4km##t?t zV)Sy}I332)87jGJTOxakF@tyC`hM2^_VY1^-n=Wt(Cqcc{v9jF$5}^)eKRUh_rBML z*JLIhGl+W&s3m@)ui$yR|S5QUJ{X%slZ#Us#kN{EAUTy%hoTEOq}tt zTZogZ#OrHmcAvSbFjXmkGZ55W$Cj# z3Bsq}EPXa~$mcP~_bRl=J-unQq8e8(8(enHe1K84a{sOc)!=2n2bGpsgF8r)1)5_I z@X9mImu(IY@T`LBUUJq0yzhOf+^O~frg-;6YMa)eOSRF(3nMisce2>``rTUO?hA@C zl&Ql5wF~)u|Et610Ht3g|T72=^6)ya(#b7QzE;qh9Wc$2y z>U3-!{wX6KP}xwA+t?-4JX7kCyK;HECwBu{?Yw-~vAhAzI1`@=*fwBF(bf$OS@rmj zP&fCByB^(NR+unX>o7Jgrj~=h9#i=xT0R=p;|6)16GP;BobU8bAK2A^+}WEZ^uil3 zwny-X+iU}Jym2u3_`4nx*ocz_d+ITUle*WtzYguzb<1uJsl$&Rt_!=u>QLsL!o`)c zI^1bi%K1d79-rM_TD_HAk8!`RZ%JdlPxyZ;*;=^`cxt7kGvH4>?hoHInYE=JuZFuc zECtnJmLGLbyh|NADz#5hwd=4iilgpCTOD$lr$L6v8Ir0q> z?OFan@7qC_yax0+dyf97tRB0=*M&d+SciUOjk~Jpbr`)(qWXPk9d?a32;RxA!y^Bm z=f;QY(6UEYCiOr)O5ZstkaeLRgO8qCS36LT;VJuNqF&ddebc4KM_6&W<32k2M63== z4=f+9L(lgY#q6)v zVeTGL(@^bNsVY5T_ zr5eYaWYtuKpD({t zPK~WXCH=gyKbcjSCKKRwsJ{xgh6lx1aaJRFi-e2s&1w|jc=*Snp&FZRcsic7s=^XZ z=8BYLCGPp7lFFCC#7pOH%iUFBV(r^uu3Nt=uo{njOk>%aHe8+MCz!atVD?Qjk%?87 z-Try&D{*&Q0ib{pFsh_{j^FHT0=Nsoe&-;A@ zc`d1TWh`u+%GqjE$;83PHU+PvOx!V|IG^;Ei8DG|bW9>x7*d?@Kv~F~U(J?YQ={SES9UB`J&zBvb<4P?)WC<`Z zlCN>obAo}vk!`fnIVR@NYrn@!vXNJF!%}er2mK6S;#oWs+4C9gIv?qHKGpqmcRn2l z>R#{IZbZjXHL(eS06G%(i(IebF>p!D$xvTECdPQUwhSF*p-^J4#bDCPW5td zEbgYO*IO3m_B&RTC^J!av|lkUn1OC4KlJ;Mj+!GLTi)EDV^O2@5>_k&bK-8C!F(qA zhMilt<}eFQudOzabYtU|)h>DZavU_%tCCwb#m0MgM(g7k3-ux^1zc&Tqwg|x$p%9@ zN*l2`zUeglYb}t;_N3veh9pj*8XZYTHcVbvu+u4WOdxJx;7WGqX-p9Cv}wqW5mOS2A)_AuOtqk54Q|l?@L*{%2}i9iJP&_O#KILP=LLdE z_)Rt->-{xza(If?F0kJ@nvpdz=m29{_L2uy7YD7UL#_- z#Aq!>y~+EhyOn~DI$0sVPE(NXi0hjc)#9q?zPo2!NGRTQeeN5Hh=e$&?O(cg%dRq-1+FOy?b-f1D;?;I(B-LW*p^V>JW2(5ctjorSBj~Vt>q1~Cx!o|C*k*ysp_2>)%!_)2OFI*<#FP_8e`Y%Lu zd@Hf?uFOKc;sq>!_YyIYyy#Wrqbgi=VoK3qT{#Mrx4pMymEw2r9&^3FCFr}qXgPCb zDf-+_nS3!>ic7vK#@?~4z@vO`ZRPPw)LNw1n3PzJ6N?3o{w=6LXM+~h{aS>KLZP1j z?&sm~6*yWt(L1~!jb7$8-xm4ty{ki&HP9iQg-{4SiI}x45 zj4CU$l5mFq1EPu3*agAXM3F2s+1Oq;_977@WgBVN%tO&} zaPLYq3c`5jhktw5p2dmBo9Y8E2cg``@W7y^3)ol4#D>Xubk@&vcyluuMW^fhQSdS< z`N@?1TONmfuG@B7-0{XC&qR$lhBKO^>i>w9fNZhaTwdIwxQbef>TMm!~zF zAiiRRP?ewz=8MLkZeY7(OS!XHpuZP(O+TvgJaquWE3MYZeIF zF8U|?Jq_0SFd7nSE<^3pTRyQ_`S6Jx8A_*@fY;vr<{Ixy!B|o&bf~->DwK>A z{p8!xj+hdVDNEa7c&G>*tP86O*A{@x_;Tr)6}ezLmU%O&G6y(>K-WjbMId*@Dqz>~ za=1U0c1X6m0$z%QtkD*!gmc|ZGm^b!5TWiB{86+NqKn;zmUtJzmd|7n$sGkCtADPw zPdgV@eH8B@1QkMGY?P?;PzmflYc?a^TndIVx3<3aF9-9s8pdPKa=7{4Wb2mLGGGgs zlV121!~373DU8qg;HJuymJrW@&}!NFb!vHFv-NY`n?uELpxWPNCZH5#->wpQ=2Z$; z|2f)y-BSid>gHp?rNxlgadq$er-d-!k|FnroDX?ll;x@y@)8qDdHeoVE_}47Dm$Dn z1~<_zr7t06@Xd8)(!Ta`=u90bXxmr;dGmS^8F$N|VEAgohP)Cem`+koiz@_gsc-&4 zhx1`|u2`lHHy@;gxR%&Z3XjEPzlNw)LgK-R3d%qgv^{X6u$k51y=lp*1M1aqwXk^C z^iTzuawQd3$CShDd7(2)cb0-o^7!41(J}}hnVc&=K!BBZRFeZ2lc0(i?sJ1mf}1px zX*a7H5IfUv^1h!0W2sby({G9Jha6)6*AEzA*`I4RTge88 z9MbH&3tTW&(i}jV#Id(7o>kMp3- z(d|RfOD=E)w9kHu;=+m0qd`HYb#U;Z1@EK>3k3XI4p`r#gRtu(CFYm zy@HNXu`L%`HrrhKun>o_!YS3t04|Vr^6k~e>Y#N*_Vxqfg=Arl_K!2`N2Y&bbg(8~MH2A%UNe=~ovL4J4qWcxBU z_*8mopE}EgdWKrCP7WO;MB@tU+o+&l&sfA9C&N2Td8{;813Q&Jngz&Ep~}g3gYFa! zwuw{xw|di|cI<v`5><0 zAPHphnRnJDkzl}4MdGO#83tx-PKfd;@To0yU)wDT$Uf}*8L2~oixRRKoTOS9-PZd| zXq*HsU7K^<6o_C;xAIxPzX~D}mv7w{RSFuSbmIAUMPRDmPm;b^2|u|}YFi`;FuP`K z>Dj#mct&^_Mb55<$kHV}-KteU^xq!;;ddDb+EiHYeOL^+=1%z~TMHmfpe*!HW)3X5 z8hh`YLK+AesBgPknhD=AHD~$ie9)~*dtNhE0Kd43XHWks0G0K1B|U@!@R+lx|E-b- z*!%9i(djFYxx#tk{lhfS9{V&bZdekSXCMTgpCPrET8WK^VExL zRQLHHP36CxL(T!{CUfBWmU1&tUvcnIlC?h&E_(i?D0zdqT1eO)!P6j+xhusnb1#_J z!~_~^dm`;{mHv2q6uwX#3)6K>!l~r8E2cZrP{3mMQBTo}NSHe>ta?8br@p^#s$3L; zghoU5_rYMyX+0RAc|Qs_9#>arolV35gRky(hc4rxirdpBrC0EAScT-xsXTnh`&4ww zAs;#U^|vSXW?^l%qeArO6ts%B^uMN>g4-h2wRWhbppV|En>%eUqo(6^rm$!>%6ub4 z-s#B2BZh0vC_gH|o44&g3Jw+Hy*HNQ?&D?n>RRhXxw#@V%N0y*>&-{vy7_fZn2-N9 zhM3)yE>!|DmjJ!v014+P zBbVy62`G5#GsERW1=4PDXkne@*vC7nu5MqBwxMOtTR7#Yd`vMg%(@DX1a05h8b&~s zIKQonW{7BNShKz3Tn!HE!ldiMd@;9DYE4cy1@pztQhZcv@veM|aHBa1mAh;HlHLRYsT%Lps)2J|S@fxhnVOK15szt>c*EUOAkWnakQ26@{1=p;7Xp!Yd z!%UYds$B&QSMMGRY4xMvxuLx93!BK8wj?lD=tnIsS%0TdsJs?miT^bqw~?`P^Yg^A zC<+?NKlT6SLq+vA|7DYW8giEleo>#Nqqf0xm~a~d<7}0wF;{44;%lOP|0)Fwoqx5s zT%%xKtNOQBHz~+W)ej7_r{W#Wt=nx(X=sxcVdaoT$JZ_fl*>;Uc)aBNpE(N_imRWE zFkk3lC8K-aX_nKm)wld+ULy^IVxE&rooFbtN)Y5v(XdVO%a*8hbS&v_c24(VU`+Sh z%JU2J@#akh;UUE=oLlj)#D6IVJ*>RHEJrP*0;Wv`k+W88}?eC8<&Wv8DEtXRXr zx`DynC$#GDp_!*h;C3$VOW(5R?RzdNEmO6zTEIm~OlgD7b+}%!w8rQG2P2QZ=qIW&M2#UAoy~40eIMiEwKt3JAMfKWyyLp_hNOC2bZ7Ug(@uQ6T`Ka{ zDYYIMCdm%J26@=;Yki4xpNGc=6BP^}@=&GnU+5d#dYo4lQrsiJNABE(HQx*Pn78z( zKyz#Z{!DHSQ#WeF=Rq+Vo`y}R*(a>x+S-VFUd}TYNj2iXlm8CgUD1dK?^{p26KKSG zqnc~H{f(H!HO-p8(}=YrM%0_9nsB}6;BuKCO;}cOV$ZqkX6&=old$z@L5S@=GCkgc z8`XnKk|bI%=}~OU+asXU(3S(9Z(w|Zb2m{FU{$M zRx}^4$`O`m!zo)g!zY|J^z02^A@IBnXZ{4YXf1EU{=?5V7tvbrx4(U$5~CHHs85sL zF@a%z02js zdi^%k+BavtwWAf|vf2~YEcl<(T)qE6Kr8-o`j6UO+KTCg(#|q3Te0`?nEe}*Htae* zxVE#e4Kvy4pB`JbBP+Z3wY6Cr#{QYz*K@HIpXmMJZPsqZ29M{vPP}fxUG%pqSDIUp zvoR^fRJ;`phGWp~B_elXFRpxc)IaDu@b)ES2S>20!Ym52GHRQuZhL`qg8t(2;^e0rlvA z(T1{&Uyl+6Ew$9;eB{%&hPD{-QS%e+ZF>SAFUWjNpOWKai;nJrBU<&CQ%n_ycpe^< zmE62qi-#}H;I7F}T%3Me+45mM55Hy)4t%iYA?LUAi;FLLcy>^6q|2ZlzuUf)UNpwT z2iY`ZW(5~-mTsK+oK%Nh`5QYNJnB$&!==Aw9UPQ@njqTR&A~(d-aYxwbtqgOwLC+D zi%zxVUC9AlOgU+t-DAeZm-n0d<2P|IQ~S!h)rKszKdSz;$%To7ojU4?gA5E`_wQ=h z3MK}mi%!P(Gx5N{If1w4@3%={WNy8EQxBC5RbWD3rxo131$7RPhNY+O%@bUK0&Y?3*lp8%6 zrF)l-&wPpw-|V5H?ru>RnJ_A5{DJ1?j2f6pkef& z!Qqm2I^Lu?We;DVVMV1`*Ip4SelC^hA62B_E7RuWv|D84O?QMUs#7q{^{r~_1O>yc zOWrPePDNFL_ly54qT%sFaaQY+=%~*Zb53le;;hwC-Y}nxhHlco-8IQrYIA#^R8TEO zsVHBFAlIT-s!VmjQZh=G7)<&8A)`p7a9I9=j>R{L>gkHp@Qh$-O2AzTDnvT1<`mcB z@}61u%TpwjKk2IHyn}>2>76GeUK6o=Fw{LGjD#9RHiNGg^!UrMV?w^6H5h(l<0)yQ zS{$)(GtoXn#(*m0;hniPD0Ak1`On`3tW{ESKJHzO-B9pS_fI8W&lf77^DEK#dE9}} zrIjdl>}c*rMiokm$G>G5j3hQ?55$yR{g2L6; zaz3mrMuyAfAnBcjIFmxVp}M>XT|HVJSC|%~dDY^t4*!)P`PFA`@8dEw*NHL17=(cMr$j3}agVM4md8od-xe4lW(KXinYvrMQbl3M;+sGuQqpgZ=i&Y9My9sHIas1U6o1b( z1NQ|bZy6QKLOWS-PoB)eqSL{IV?{Z*tT=hoyV5*dnx12Men$b8vzp&q2^6DLx5;G% z%)`Max|(w9Gf^8@USGpgaq`W$h=X?$y6vkyx=|$&m8%YZJf?67M_$*wncya)ooT=+ z8JWwNsrac-g`I&`dCc-;*()fs-_9q@;Sz>==`9cT3PYvNyD}3wemHc}G&v;75&K+p z9Skm>M5TKpdDNKG`16Yr?oJFukD!NXuiC>=DH~@^tm81UHKbuM&^1tXK*Y?ETIH^M`2I6?XlFtRJYN0z((KMMu*=$T`ioRK z+)DX%_wLCGko|lj-P@=Xs)*BRgTcix@I36WQF;-mc0T^aZp($F;|-N}74zU)*oTJ}@8!3)oMV;%*tLrg8e8|3T=G6i13~m zblCk10k#nu_erW(gR;l@y?Di07rTA1Xd9kPY;&4E%+JMjN%23R>QW4 z$0#CB1h;40%|Q)B*x6rHY{4ahapKjeynh4`u-0Eb+gc5~Zl}lxy|0A9Hmyq8J7sW! z@j_SNRVi4MPq*C=CID3-!T!S%65LoD5$qpM0wwt)c`m^ui2WO#A$*MpmpV>m+Ex<4 z>*GVxoOBheaTCk^@VN{og&ZaXH(!wDUA*te2obE`JUzw8AVGF2?25le z0=0yaf$&Qt*j&4HN6Y~du>aRC`uK^EMkw(wvTG-eBK>p*$ngu(p-}3V$@Nw~c>McQn?U;3{c0@H;t>Ruit44xQSr=w?UoDt;YPoN7pg_t~iLXKGR7lr(AUPjTg^CHo zul}c~u-3cd_s1I)h`pAUdF%rjs{V{8n@NyiDD1=yt2PP*x48T`bb=1IFBYkZq%q;Q zj=%5;YZh?BBTmf@vS3|OrXanM1s&?-?msV>Fz@ZZ*Yz(0W+rO>tY^`|c(v-^s&qQY zZ@B;LxDgxPE=pCDSj+{>$gJeZ0xoo4yY?|wln3?Krs^+t@<8g9Wp>POF1Rec;&nWN z3yT{KIIoy>a6j^oVxKPu4p%Mx$*yBTYjzQ}$DRYqi#`QMuH}LLZ+(_fem$(xslB4H zl@FqGz5Dts`H*cZvv1Oz55$h|A)VxU5DY$AoV%$WOg?2rA5P?flC$@}cO))ch$dM~ zS=PY|Qxy~OPA>e-O!=7~Sr0T(`B{w}eAp?HB(mWLA1G6yjk4eP;FK@gu(O^IiCaJ2 z?~>qy;aHXYj&t>}viY9S;tU?h>2exMm|XZJ>HPQnKph;v?R!F%%mc^nw?VFp_^?NN z&(|Lt_z-wqDLy2D59QCw7hh83!*+d=$>P|0=ya_WH>-o) zsq3>`kFnwT^gfg5MRg!5syIZG<3R+iz5l3eJ*52J=bwA59%kJ=W_}*6hu!wsg17s4 zpgeol`=b;O4%Cai@UZ2=^7q)agUtb#3tK8GT3N7Bz42VQH3KfuB0i<7a^RA3Ctvn5 z7ZOv`i5G==;Cj_?Nu4_nbYqX66W+^%TdtGFiCtW%+q_ES&doX)cKi5#M2rKAm8KQu z^I4Fl;^Ws?!+_tHys79ffx^MqP`s$?7Dkg?{c{idMwPzC(~MHWsKAZEomLt%I}CZZWr%>tMFF)1Z4(9T--e^$TaS!Np_r9b*>@NMq-! zUOc748p53P{V6I$mFqbMKPJPyNA1Z6x6wd^{BbL>j{%xO(Ke(zOvtk9Id-?33Fp#= z<$5!jF!m|vjpHyK#M_rJm~&K+3SA}tS)Kxn6P(e9)3qQ)K6K*_p9ofiBbw@4$*}fG z@Ven!RM6N+Epl2!gLChkUdsj3LFqK%j)y1>#$4`A8hBAafi%0vE3+0_m%VNCry6ASxNtaxwUDI)yI{JPyPqZ)LaD-y3yl*4Nn$QC_Z0z&Ec&uw1N7t2#i?8Ddu zShlld)sQn0Jie&R*cTIFa9yE7&I0bsxu~C!Tn&4}k=Jm%0)!F|W#qM&zy*@4zOhOn zI80ky58jju6!#bcd1nC_xRo8hzPJpIXFM7@tx*Y0TJkD)#j7BScPs8pK_zVP{yHy| zR|)&-BVwxKO5y5rO51bcLU=A*!TIk(F8mJw0RR6KSa&!T?jJ3LC`w8hUnNO}l#wVG zQGJav8i>p!t7K$H_TDqwHSfK)d+mctsf31vWQ2$>A|m7G_t*L3eV%ik&-*;@=bZDB z-+lZq?MEn~u>5k1H;W%($u_u@|3@@oN6TLc|Iv6t?;Cmf+LsB09W@orqNGGZ71v3j zN$mu}J)Uzz<_F>kvb_s&L;O*Mm3Tdh(3VhwhvMIdR+~K4O*iyjDY_9X@0Z-+arPn9 zX;`?F>Y^|Q_mN`LfDlfK@*M)F6y+td*&y!GPa`}bzD^J4C z4ua>m2^T{3@AFqi3m*^^_Nlk;np7pszS0m+*sX)G`8&G|i7sH@&AMgui62V0+Ym3d zIihKUlq2{@1IA)I<{l)d!~5@^y$otz0Z&L9`ii6* z1fcXlPKok#7#3(sOS*?+&?I*6S|l+TwM0eEY*Qa7>$(cJb$G&fG?ax`!~@Ed;oblA zd17GWX36_WU({;nYy2A!f{NI5;%9*AY<#M)CM~P2K(XOcdn#UXKe%hGEA>oVUiqP>9U(ORY%< zVJgP#zKul~WWQ3Lin>wb z5c;1b@Odf(AnDuQzP>j>h%w>YU%3(nQ{(vN`IRVqo^yEc-7ywDH@wpyX(u3FAzxwZ za5QF3N=k1jhT{RZzuin$C$~5qUW?N-wT;=JRE(}?XWExGFtkoLQ-+CTljqG zOjrUs_b&Sfl9G|s9QI-~Dh*A(Z@v$?rD3;$4c9DPGW7kvXDCl6fGDs0RH`=toXb;X zJ)()&l5_Y&ZdDT27j<82Roc_HB@KT2MYkuiX5t;=6Kd$wER60Hddg#%gP5n! zq)4JU;8ebRdlzdK)L*vu9a>69>WpLS@s2b|D{A$%*r$QJdp^?qTN-3IGzSYkGGO1T zLYkP(#LJ*BM_U`RkVkf24dc(j9R_BeL%c*>2yhZ_yORZ%G0Q>2k#zjwnYGHgo`&9= zs?%m7saSOsv-grrMa!o&h8dZ3w76(5_g~F~YP(ybnNJo3#vVN>yqE(Eukp8{%(-Yt z``XH0nuERc)Bk?a&w_&7WX4{TOvpreZiz2{K3YqY^7NDnaPge&McVINsNb!~HjyDhn^T~eo{@;3 zs&l%-3`B5o-Mb=dK}3<2=_}T-Tx{=nUy)Ukha_RYNnyGI82EA1srwd!v)-)JiH-#J zy}S~F4~o#NMgJnDt^hf`pICQO-6YoQxY8x6dHU`P9pB+PJCXv_~0Ky;L>Uo68Ws;_2kB zRt`50PS?uGa>$Ym9>xV%fa{%ZJoAmp&G#bMMh+$m{vi18#9_h*Yv1_n}bsUUXmehnJ(itp&0 z9HT*duigi_xN5XnwiP>BRik6ID^E9;hBSqWFUL7(_{;obY-Wv$GitkiITUF~A0%_O zC)4oXKO+vYeAQsD@)A;`R>NjJBsasX20brJ6+T?8f!@z@kzVs^G{+M!o?f9LQ)P>* zTqg}YLwt!7t29Uiq*f|!>gh>z!F*^UxU+!jgQM6s)70V&2#5vYEa<)rNk<-20CoARg=4F@gG|V zU9Lwh0`))bl;^0!nOS4zgPwIzw#?hN*i?&PXUjdu#A;z+?C~sjQ}68aS`+6@9j~Ji z@1IK4f+O8_d9bn;r`YCbp$F?A==*)OFSHIU?Iq21to8UHtW4~=QwJGk&bgJwTExFS zzpP+W3$^rsw8aaxuqqvq)W28@5%v0+ilAC3OEEjNW!8dlLaXdoPA!Db%vl==)nQHa zvp6rQ7Hrc_e=DEYV5Rq3`WkNyLcB6K6JA$CY)|iTnRnH|zvS)JUDf!tS1w5BL=D&` zg!Rn37u9dKAoL-cx<`|)YWor0&bR-Spm4a!yo;0+q zaW|GG&@l2Nhuyc2hHx2$q!6`gjGGVKYLBc&&*SY^?S-n5OsBK==2;rX*0W#RW>X=N zt*Ug|m5TU`2a0d6QW3;e>-##6if&HfzsWOH1iJPs?KY;tYt2Od5s`*#N47bt&8NcD!4ToTv!aOLTNMq=Z26f)HmptHs(}8pUpDCV516`N^6u~J)lDT zt=wmxOH?!_(Op-wu0mIjmQ7A=C0<&zMJMM~;>)(N;Z^rakVNwJ^hlLpj!C5RVXDIW zScw)JvnmAky56+;wD}GU9jqT8sX|bDtlPfZm0)Tau71r}32B>Ace|1bgzh?K{;RwK z(n@S<>H0*T|(=03P6GIgx2 zqznrqIjKV#r8x8BO}~jtDc+bi>@_`9iq(kUl{W~b2+@t=Z8sdnvd$ikFWcD@Etni$ACS**s_FOVV~E8$Q@**fblp@XzMNtlIL!79yBY4XhFTU z=obne-DKt^rIRr9En4yRa1jF153oobDT2kDkeEHog|KxX|92ThF#Ye9*vI)IY-xVI zZhU}@!}V*+Av-DX89rD@9wOu9p2i+Q1`_g&wpCu*^p&q|)}hQng&5LUN#F`Agu3*z zURHr3%#*rm@9!sJqqRzB_B=#emaFnwe#=D;VuHbHT$scP!UdCmKEs9CqeAjVuZ(S3g+C4 zqEru)u>YWX)gI15%-%`#t6t2<4>r;03q5&=nOe%|-OL~5h3rSaPvqgBCzgw1w0z`$ zag&hNE`ZSQCJ_Q(A@~=vj;m4&ajepaO>AdAn64x>JQc_Vy^&^OeKZlFW67=j=0sG! z-pV7BLIfkswQR*>d{n@P-1|PaPi?e3*x# zI)17%l?XZ!b7kEiA}(sRj4p?6@-d9=IW3Idaj)QsNIQZysrFuT1cK+urT2O#~ z{k~hzw-$jb?DX$#AtWr*qRTIj6o4Z#LyFEK4-&n1&bQsm!?sFa-vrw{1ikyIX~bHGckE zfSR5&9(gzO@tUObto&sjG(TMKA427t6C=hyl~_CGWs|?D+oW39nr)3N&74$(0cCuHW;;)rK6Ty*DN-y~u%I^n`8w zX(A*wxAzN5boptG^$p3 zF=wHBzK!XzVd)@;=}Hcn2Bm{4FRb$88~NR9Lvs{j-+i$i>LRbgYl%vq82p+N`v;3 zE2KSmhMbAMOayC7kY6Y%7dO6|z5G+34T(ObFq!B~{HK=0 zueX$eg&+4{gqWv;x*FqTDVu?e)5DIlOqp=wc&_xKClf8U4=;W#$inOWIeD@!*~sd+ zCUkuu2S1%ckI$**KyJ!ygJ(JuQE>sc{M<9Z#t_A@awQ$wTIAMkvuW_2AL%$_l)kwa zimnz)W^xmPlW|0IAeKgdCkE)h&#W&#Qq zlRz^b-f%mZj534Ef;K5nu~GZwx`s}|AxmdNxcl*VqtWy;7>s&$HpFG$ZmvG$Sa_#?IHSoQho`M?PE*a}(QYwE-R+(TBg3J33!!9`?oOAx zAoCQ4PgMT8_N0K-R@zF|BmrfWp0^5lV{xP|kN=rw4D??J)v@Vq_G8JLdA@IAAU@7w z?dcu|m21}oRAUpMW*}skv^yD}^kxp!2|mSkicwETaRPcuw)XdK_H)?B8D2OX1#k8o zVPpDm2z<7lsjm;l4K=y2+alr6kF8r)eHMwiKPSJDw{G_4qv?|usIhQ7V=#Snv)7;G z8@4pMm4uIN*LNp%MdMoOltuuA~)jVpH?-hBy-hPFj$L2I2q zR#aX;iivi@jYpyFy$`MMaU)xfUP>QtMUE>C(ci*411sIB=jPz0J0`l{>OQ(f67Kw^ zIfGYgqVe+G#}M;w%Xv27haWE;CZ&%DRP9qRh;`Tb z$e>AJKJ?V^3CmT2ss6_q=3*Tz@SQwJdS!>$&Ie~B_qyQZtHq3!pHC1Q^6SIpA3?Zj z6e(!T5P=n`36lM+FFcA?>>HZe6H}FvT@gpdV&OvWP9b3K>S(Q@%YrE2>j}EXVguJ0k^hKX#JaLc$=;^6%7R< z|8LsWydyr)Y~(3@6z`6)lxmH=8?I2ObFlJOd<^veu5kB_9@j}3y!f%;B^9v{q~S83WN>5Y{CwrDgc zI74vBYCNRV730^U=JenB;;{?onTLEqi2a`N*FG{7ck1Jo?3<&Y$tx=v)fR;w0#nU> z|3GZhe>i(0%LmtV4lnd7dZF{aUeO521JvkA_Q!8M5YMftxcI zxvFyomib|!e{NkS7?U&lv$9VU;!3QT=o@ZA;y5>dGo2N5x(jzD?{Gx>F4x*(9&ZHN zI|v9K4ZywhTUWJPy}*-h_u}i=T@WMc%O6Lp6Vy%b_+<8*6K35-+N4sf3C&e(t-5OF z1oacVTq<0WgmdmTQ@j>8vHy=wfs2+cG)m7oG6}gN#bX!4PHsn>s9T zk4*{P8BIBA?KXrP9F4l~SsoBvMhd>0bXXF$TqrzwlCN97SVfB3kYWO3y-@2=Rwp<~ zh>RV3>WvA;h#Otrfp8?B^xV(n1>JNR*(}O!JZHRgbdjb-_+EL0m4{$NkRhwv{I;+l zY@z-tI(+sfL2%`${#4*)oE2v7u2Ql_l8RaH%Q$y*^xeryKk@`l&SFtL+k^4yjCAAn z&wik65w%PbbHbqKGoEpOMJR-8Qu`$Z@Ty+Py6v1cp?_dUuTZoyj_fPH(xz($Hs$!L zC_F&;epeT=zbg_AKW(Y_yvb`xc+I@Ihlom^C$f2;K z3X%q9A3H4uQ?7u)@wol#fjeLz8AXL{eTa)C4;FY^-Ef%MZTBx{UkDx;H?Z>#hV;tv z?eNH83^-m8jw545o`DjM<~qeh;)fR#zQ(; z-l{2I1V~7ncrX);9(j)0v&K=l{p%n7u%9sqZ~E^Hc_akqE_{0b$f+aN$tKU|3r?w^` zw{#-QU@#t^pO+IA`lB$Jt|V7y8UdmIUf;i-7>>8@{k&tj;ZQk!9dk=jAgLd^lg%BA zKDPI+qq*^L^j-g_FEI(t7VN(p%Ti#vy*y2&F&@WHy5>HNiw5;i5li*+C{WbxRM-8& zK&?pMcIZ$fWE*0f>;8>Kgm@tNl}#)@23|;){SyyAmd*){$s`E$YOA^W$3nc2Cz!!6 z5?gkM%uF(eW8Z~KH%bU$pifr2#M2*v%p*3Vo=2l`^Sr{>S=Cqw6844kSjWSPd2O4l zQ4+p*KiTzrS3J^s5;{+YhU18u$m%Kx2)fMWjy3B3OaPTC1cyE$%S7Xsc_6RFmQKF#G8spT^99NtkhhQ zDR~oxiS0%_d+$a;Jvy8IgIyFFDYXT6j>e#CsYXU;AQnG4iVVN5$D`XFwzn4=<`|2AxglvbCe)`o%;*arC|3rk@vZ zo%*IJ7>llvWIq0;7+h!gw0eX!4)N@HX?77#9M)}1wl({)Txb&cO}%3B&~tl&?Qd%i9Mj5nerwsB_s1b( ztw9zp@{9hs^*a-BQyMKEhFLg;iK%-pvoWPNW%)&f2%%Z_jXC{XJo}f~Ol2w$*3##2;I{{Kk5UEpf#iDs(*!J!PDJTgjt+sY9yShtq)xeSe7V%l?orI?&~JB)#lkO%b3W%v@y{#01TFbe>?aN`vMQ89bv$xsMo1~9jxjuYp;3mD zE6eT)FUxRj$117lK{?Koz4m&FSKw`WjBxI)au{A8bY`?IL;IsJGdlS)5YCy2t#6{{ z9zl&PLKzMgM^)=|mLayLP9rA`7x#_s&T@FC(H9ZM%JIs6sOQi~IaIt~#spPXpr2ks(ATCC&7n_*$P1MS zk`({8om7P(J4umsV=DMljS{vPQ8Ds?81*c?3L)bI3;p}6AQEstFJKd2{=IS3WD`FK z{nxGUR0Y9#lAF>*6~aorKYk6N!lYeCo_U>$iSe=P`c*WXHO+m=-A=_6hw5FOIBzuHxe_@>>4mZCMVV0&k9s-FgtcAcimT{OgOJd^DDPQ{kd zwl57GRE%af*sJWLfswA!Pr`wQ>0k5T8P;f+)S8p#$kn}GJ%WLF#j;jZn}x>A@;<(v}%lH_eSoJuR#Sv zU@k{*4SssO%y@mf7V-KoRW#)4u=Qx9g;_xzmhTV`>sQvo*22fBTeKF3_giy)P^!gx zVn>pgVl7NJMjRNDYO%M<<(MQx9j>!y{tYjyLl5OcHT6k;rbs752B9_h1Rzue?+z^-nmf4K%5 zQ2Eg1m%mdZSe+NxFCPT7k}kav4h1MaucnD%jrjKa{J_Vz4S4d#C|oXy-dsC2}LiF7|qOUI0jOJu63MfD$80qlHoveygtb1pEuQ z-#>iJIkXYX4`}r#G#XKp`easmxdHv~`|x~MBfbwlW>L{;L}`ApwQW-)hE}@OJ(Pg) zEd}dQ$$**7Zn;UWCj1Wo0RR6CS7|)dT^N;0q(X&I(H~@kyU^KGt%Pz%6@O^@ocKf^mmm9^oPKPMh1>1|HT6f4ncW z8Cc@fQ0guOO#JMt-Y}1cV*8EZLLOWw%4#lgx8XuHqdI8w6)t|7DVPsMaX}X+Iu0MX zP#>yx&%VfmiD`kq=_n6#%PxoWcJaXev2#2yhzkw*lp~EQT<9FNkG=n#1Exs6e*6~> zymwv{n)2jAq}AlA%6l%D>#dVKb$Qq(H7VcP%|j+p+bD9BhlCw2f-Uh}2z^o4I;h0O zb&0Rd^F}xj`=WkWY>Wfv@Vg!7)VS!@^Km!4&BbRgnR#Lhd1%ZqzqI>24>>+k(Ndpy z*n+KBIu7%2V3VMmV;mPMp(4MfmT=+L_{Q<}XAUaV9+?h)4TpslQZhw&D$HR=>slV(zE-Dn2H+BE!U^upGwKa!> zmn(igVf%8BfAGO~r+N-HD5EF2gJE}ARiZF?!&>I8+L(_YdF}Ts+vs^P774kUuV9#i3; zU;gEd^u2svTUW<5KjHg&a(mvuw%GlL~(QNe?_}UjW!UL(ZoI zP)=8`p6d&wcgxI|^5vmZARs-GU$=Lc9G6JF%f;V^0`)KaxS*)4a@>56i{`!XUL?x{ zFJ!}bp$ETSempoV+{&*b)~VeE+JJ1xo-%X-`u~0eK6}E0qWM?)SSJ^I3?ICS(&Yj& zCsK2UIJmW0Jg1|FgM~*Lxo7)0_&qVHd-FR73;t8svrmtUZNai--d0>JTexo7cRCk; z{Km^4HuC$_%4T%6CkH7jb#5Q>VdJ!0_{NN}I&_LYt>}-g!;x}ZUx8C~cv3}+j&`j> z13l{62md-yNBw^!<<(*2cb(hnKXv%&x8E#e4IA4o=F5(j*TPjlcdlae2~G<9uT^axQz0uKHAsGr7*^;W677`n(P%!2D!z#NHmb`iQ^3PX7d;Uy+sB0zs2UMHnd6lp-)(+df zunGb~UuCzQtinIm)E7!a6{@Bd?9X{!iHOePR}Y#iU?&&1L~*Jdk-In6j~*?DvL$u} zo-D@?72^!`z2&gJk=Xe3P&uLn6otI2%3&;c-|gXOIRXT2G6!@k(EKaXPn2GPkM&zy zHI&NHuzvo#B^%2yv)k@OV=W8H-QTKi?q{KBg8pVuf`!+w1#NqESqPGMrDglGAQ0U> z6kNoD<0aFERnJ*?F5&nj{wovjeg96*1Tv6j{#LlzyA+#hRe3C@68tHWHcYoF!QrZj zw=1uepky{PtX{1YGg~@eX)a^n?DU7Og1-!`UF`f%UbX~u3Mb`uQz2p{|6UirRDf6I zCGX#q<%4s7LM8lUK90EiPg%LFNlk%|Zmh4Nl9y(S&zupmFn~hvF=)Os&q2K0%uvG{Rf8N=LuBXzl z?vVPgzh7ubIljAZtS}p8l~WOUXX!8&_3i93&%uj%K{5Mh=(y`0CaSuMh6|havO5lC zBDt++j`7tr9MDwP655i6_YXfW+bficnfgl>A7WFXXjhh=JCz3Ab0(K#PGn%d`truFzxFkP1}-D{QzZBl#eazZ?&_8O;p$~jRmvBN1lZd(d0mL0Y6{*#L1qv{s%gK7LpvQ%KptxRljfaSf|Ogwc< zRZI;{#>(ih?$NXaEL=A0#q4A8ki=lZ;mJ6ta76{{JmTS(>X37pPtg^+=e^J^Owzz!pVnLRd?>kKuKF!!*oL&&bscu{GJ{K+4lHJslx$a ziVKdfj`TpY>2t?*8=N4%!J~5<*9tKu8??gP&Lc)6e&WhzSD2ZC)--(uM!W0trr+Ga zvaZ#iuIS!`(WJz6M;R|DEc-6Gq{WQXU%lZ`M_h=wd55~1kr#=n%iZeI?njtR&g}yN zK14iJzjWHzgVfjiw^Ls@l6opFFmBOd^7i^KCt;yuMBwUAgY}mJ$l85x?az5e5N(IM zxpr-L2+vhhPB|xr2qlLosEo&u!Ez&&Gn6Q@K<23FO{ZIAxyHvv_VFO{N5yBwN|_*H zdQ-B$QzwQTvsKOg7?nu+mc*~_`ISVBP3+`)hm(nM#AsfMO)`<~`>m{XERmF&uKQGI z7Eh#V?vyzmiy{4Tl-+8aaH6dFXmtHIz6Q%FIV?uJNWY=lUXN{8SF;e~ zB=K0u&E_t#3YbW?f0#rlRrhup?o1_C(TCPV>ZKE_#dns}X`~Z_HC;K2lu}8vQT`)W zY7&tO>NB%gnLrAkolMW9-6cj_d&0F(M-ZbU8!A@bxJkl2`_=_V#*)xQxc4ZMG%c+0KD{@N@Ghn&4;#jjTcs;x=GVoO3cJb3#aeO1AkO)w zqHYX1_x{?B)Ua?Oe%2p!Y6#i5$m~uk!-uHd?kih){Twlk(k@;Y7(_VBKW7h##*n66 zrW+@GVu}6M+SFH0@kG^$L5>H`>8Ocle(vj3Kt((lC)si_qbyXH{H*4!o1`VUe_RpHHlOK+r+nrD(` zd-77q6)m-#qC+V}(>tI;(K(468?Ajx4^AMCb1nzPERG|I>H_yASEmrgl`V_9a7L0KYlomqz4{Zvq~?YP&XF_GC$^%TDupyA>Z;yt-qR4 zSbZ)@4xD4$8l6M9WzCkJHgrO4#2+bDXOk_Jj5S}K^U3|Z?JftLi^*q5`d?ElAq&;b z3#~>=h(;mxgv09+lKjQ)aLc7)a(=qTHgjGPacYxg|D+a>v)#8U?G&ggPjbD@;v8xhUpmBpm>)w|#MbD5;=M6pV6HH-Xw zcUzY|!y?jAUNcj7%J}*oY}YUV%A@B*T@rCulJelGc$cDuVVm`*N!DXhOdlS|qn zs-tvk3rLb=LGyQ+B2vCA&Dz1fh)A5%^||N4$9E+;S$n}vnSMsZXn~OgU8pB5Cly)t?{$- z!XL{u%ik$Epg+s{s<(*~HdfahjeOvUz4I2WI(WhpqbVX`caH>sp;`KPbM#Hr{-y*^ z(<1Psul<1DhFIi16RmAijDqM<`~UVy+{Cq#D|soSA(&Noz3cg_V7N!>t$lbb6vw5O zC%ra{#Aim>eTzGH;l|pf@aIcBjCkd>^;`-#4!7Q3l1am*(CV(!pOUd)cY@|K`2?`b z`}DJhV=>@0{4DBSEEcq^+VsIV4k2ghda6_L*r60e-#nRw(6`ri8eL1lO{WY-Q(roK z8Ls1sX<0D!rp}3}pkemok&6azsK~HTw^DaW$IxH)PIs>qBswpUZ(NXq=QO{-#_VL= ziogFQt2Gs}69FqqS~75C)|qFgys~h*uE=sHMIz@-8QJF6MXiyc{Cp@2z;q%V)h+L=P z=KO1?j~&Q{rk9Un9fyvf3OP#hsa#a7pR)4(ore$JRcY!;1#mTG32xp}1U-d!U*x0n zvE#zB%jc_d(PTRH?_*^yQbLuD#-wwh6MeoZnZLH6@kTyP?Nvl9ha5J$gGHWpx#Ug9pS zQh;~?9l2tD&agS3MbB_4grn#Ni3WoroIKhm((F@=L5HW-@~jg4NQlzgRbGgOw)l*> zzWM0%&{V3D&WBE#aC^~>JOnKDo>8mLgHxq`hpA;gQs~aNWKS1BC?=c|m{y2eMMk1p z&x$Z?I6=AXSpv?@$)!@_MX({GiaQn-AS60#Dz`Te=U%?N!S>+i8mAc%>XkgqSvxg0 zwJ#qbdavA19x1@p-wL}wG!)_uw_?w|gkso9(#57`N?_PBFgnkn6k-)zqp|cN40`7F zE2kD9CHI+(regtWPT1cOcPT*m6QO^%Ng=FO-Q512zyIots&!r0i@{rOt>Ml;r>8iFOEETyxV`INUkn3Lp<|;zir~*Uxx;>%kKG#m z(v)Hhx5ODgXfHvI_b;t`vl)=@xZts0kcrNd?k3R{Oz2sMSvTEa!Jx=G*x)JyzO<&D zp-g_BjIm46uPDL!x|`$oLP~ID=Src{@e+Jd()sbMk^pbQy@h8~1lnUMVtaZoHkhxD-cHwZE$}N-?Q5 zSHzda00};`CDwz9MI*7ND55Mxst*P|uO8!vUgZ+8@CkKWlq{|ur7s^fvdotsZx9udo$Mfkb&ig<+h3>F=6-SXY=>XEZnHF zJoIb}3pq1&tF?_vwsEB7Rqhb*jWkJLxkpgumT0i zPpr##mcyA=lBfE%3>D$~1lpR*a6EIT*^hxTxOsjE2vRMFaKqv|iQmd$_fogDya>>kP0NV=g}knRX}}MlX0c663lI(I?B#fn6qO@^7O(g zY%^XbnLnozDZb}+3(zZ|I(_7{2p_uyt@jB%tpNR-)tioem9W0M|BKUPB_3-eU|aEFs}yRUV2%4{aXbWzwPx*N)=|-rL?*gRN>=`{$;mn zs!&DS*&2JK8ZQ<<;PuR{fe6!ca_oH#o}b~^Nf*@O((>PdDaY#2Hg#B0L5_{9zkV)v zoT){3!;+ywr&@ka-hVgbTrGajsuvpcti@{H?AGe?T0E?9dC;I$2kE@AZH}MopzA7l zRJoarcy9T1vHctbSxKl{Dsf>sXL;GkZw|`EJCi=jaL}irYX0ah8xmoRcS^Br(1vYa zbn{UofA(nLI2)(Ou63JS<-q%b$Y}9D4o)uk)+&_2#TNl?W34U^IHS$@c$kMbzossV zZ{uRY@T+xtK^&~>9sAIk!hvR$_i@z|9GIJb3pTRmz%TBvc4jpPm!ysFG%n#n=g8tm zSJJpRX(Hx!aS;!J{!g}Ul;gtc!}K{dF%D+WDJVUf#m2%tr>j&W`F@05h%b$1!}ImW z>AO5O)~)&zGj7Vk` zHpz3)`F!`#jty+g44A*LTg(Q%;nM^Ezjg55>c7ENij8UTYzHs1u~_=wY#m7sl3z!+ zzIEr|hdL`xznz1#azPO*Lb&kJzW6nJF9!<07WvygVB=~0@=LRV*x1V(c;ijj__SH@ zfuF{;UK6K`OW*rWx3ynCb*MYM2YOm?SI`DGL7WqllVMKD@ zaj8RfFs!*@)N!j03oL#+wfEIw3%j4$YR!iD^wCZE`uy*AM5X6HufZM{`L;a88gSK< z#9U&kAwcPBlHvEm_@1L;^i$PvZ*#otTvClW-v)Qxe_Rb%PTm(#uR-3}?j|O)1}okh zpGl~x!B-!x{--Cav9FvxuuHNE0!bd(Cvqxb#JDzUexMST3UVJkj#VOF+@$NGZ6!>P z*2-J5D)E6S&|TeCiMuY&O6&CaeHpje<7G%CO4a^It_`XHvt-4{iC^V77BZx1cBvd4 zWs?_j&X%Jw_TrEge=WibJQ9{zj;jZ4zNkMdhgwuu5BD!0!*p&7^WU|7dX45U`dR3X z7FxP5jD`GnZCls!-|LosjmiTCEL2q{`?@-?P|8XlaxY-vc~-X2#qVslZhq~$+O@5O0jzTI_qT(CEy9p`?RvB1g?`}_dO5s=Z?|MhHa-y@$AQAUITxg zIYv`Fx*`}TuJEJ(TFJx%vB9redrP2ZaLUDLyb!+y4rYyZ6d+u~?i}M&J`!V!rZe2~ z(S6p)+dnNIk&16!?&uca!0Q!}>q`q@p(gmNLb(t{CEs&4uPuUB&A;Iu<$PR;FyOR1 z^4Ka$1G2ORlIQYak>|zrQPn0by4yk8DTlnlkrXC%hZK2X3 zvvZ(tE3tUYiH`Su3cYWZQ!#i!b=x*}8p^eu#!B^4us+*BX@yTR6h|&a{)kS-dWD{+ z*)FLVR~*^iWSkCVPf@+lJDK3!+^6n3oCRrP^Qpvf8l-Q3@KX-R!pdLOAL43La7m}% z{rGhXqSfE2?`9;Tm|EXdT9t@hGpF)q-=#oyWwo46e+oE)!43!KXW-Y1^;>+qvY=ci zK8~|Av|4}Nt-FbiR-dhU?=R9YEkRj%axxQ?(?4^6bfsZS1N-5^uc`R)>|F?VIu%Ke zZ&Rh7q(e>TYL`t8U*CT>uj!~#p?oO+cR?5p0%pT6Vso=W?TT337eNPWjbcyd5EVIr zK2_VTvtTYg*fjTfCWJ*6u34#=h2Hq(W*p@#44dU{d3}(IV?UGh0`qBz)K$;rJj}+< zy&h}CkL950yX^u`nLJq9J?QK0&PIcm``;paDu~B{#)6w!pp~!q*ejI<&*bw?L$X9DbEp`3V(YIoM#TqT58=v%*%3>SOFfX1Td2n+sOwOyt8++1V z));&?BQ6tv%5ppRr}KT7?W(z7Bn@)iiytTObCJ;>%{HK5hr}ndv;17SrF8Pms-LMa&^PMvHOxT0&G}6~ zCbOV6$H?E2e@~AM?wwV6K!fnyU#snUGT_m?R9jOw6;g%`F;;CUII~K*vA8=0jc?nV zH*2LKez(rK58pCyeL8gc%Dq&ut&7$>zM?@(Gd`;?m!HD~wv2?z<-ldBbE>)}6=_Oenz8AJSvYh2YL-bYU$1<-g_dPDge__dtJE{mJtF%^=N1Jk zhrH{PofAQ3?No?;5r_K33ygS$I0!~5_3kx{$GX%Yhh;AlP-`N-nm&|-&P2V$!pUS* zUMWuW|C5S0?-tI>w~xcA#d7hu(!}Po$Im@DjcV_Szl@ zK7)WRw>#Z}HW0XXnPRGa7N5=;${z}K$NvBT0RR6KS9d%W?iaq<(IB#tot2D|sCZ>1 zDI}sKvPER?$liNz*PfTlz1KYVUXsyQlu<^cgceDIhTr}Dbw1Dg$9c|s-gBOFUMcKJ zq1p=}P-r^4oa!A3k)51^1oe0*9C=9PcS!>Vu6dbTm65>W#N1hF;Q<-}zVo}^Zvw`l zW83z{ADbJwevMiM5Tb1 zblzG^Vg^M2P%LI6CIL(Ai@S$!g@Z@kM9b9CAYc%@`sABI0LX^A-23Db0CVw|OMFcp zLb-OK_;z$8Y!;YN)^Eqbht}tnjv^^gpyFm`|2+++I;Ca`bhChaormZdkO+xB;;vg? zBS1fXpk_cg9GnWBiMI=aA(72?#C9wY@RURSAH5tgK_O_3xqi@YWsGN2QoM9l?@s3LsFNQDlSy{ARX*O4$b`P=PUfE(b1>-|zZZBXt*2W7)Y-bmqzc=J0e zf5e{ZneVCYj|M3f4u%pQNaOE3$CjKmBFE3yod0qaga!Bw?}oYqdkt3TKvEFc$?X&G z!A1biRTd2MtU*Cq@a0st14<>cIg9DuM;-|_vKxOqk$-i-n(&+_+K}8YcPrH%h51hm zP3xS3)KpQRH*|opOzp1|`+Q)-rzJLb`7S6(Dh74x+o6s3`Y3JZ9ugL_9rB-kfCj~` zKV2j|Kw(L#=YQ(hBFs)k=WOg0Ru>r>>=0&<+#oj2iNem0u8$)} zz$qT(Fpc#A^4d$WhxCT1=ECz)&B_4u>sO&;aO^|G_577pduIfaEgCk?sEt6v@**?a zX<gQ|}%B{G;8AnV-n(xJWMcvX-qzHTShD;`6@89ArdX|QwG3oi3j5Ne>FP`3^J_QMf zq+c^65xnhNDK3BN0W0vVLJ43rCi8PWlf2 z5|F=UdL0_Mf}C=85d&)(@0o9wAFp!{2;SQRuva zZb39A8rg+TCdK+hpc>Ml&pOi~$SEM=snf6r!c6Mq*~_0tV}I9$F10!U?q}_u&=OzR z$e&VAS&Rg|WaZ4`9HGFT5OF$0${xa6eV>y}bOEz?PseCn0bw#Ou>E)GBGS<7dTYgY z35?87jBrW0fdA-%vC6hD#D)~gTVWr!oAc@f=DO7rXZP-(6IC_ww>zhua8))us0>k%X~B93=J<8^9%8>y;b!2H|!4 z)`+K}pyDl6scjYwVKd3Wn%3sP9;W2?Rqp^hK*YZR5?-k@yuTcb!uSIhzTAjLt4^)r zJ~ENWGJk;a4Z|apTKFey8vGDDpX|w}NA4jq_Y3c;-c9Sj& zneTF64Wfo1_QqD!mFy*?8$ozzuY&&@!Odd!I=x^$FC z%?}rPk%F#^RbJi6jzeKCO#kj!(dt9%fqI`#AmTb!Y?UUQh?M2-{AVbXg+xn?tp@hy zqE90Dj-rixBzL{Z#PmraI-B?P=V`YBWcA>^Oh#@#T5?`{{-ZS)IdEqf7;9&vLq3O7 zPhHJGR&N__bZ(}j`-Z2IYKsa{o~xCIbwwE}@x2jw=5;wb@kM_)(y0O^yqSABGK57f zkFyfk6tU<|%AT^f?B&QJ*=JT{s}x;zY3aULT8y|Uxxzko3Xs;bS^N#IQnaoTThnWd zMI|Ea4=YqFk%hQ>>;||hpRJ^teWn@2t> zKhesxdanTe!0hV~vMNBzWrg?L_41L2;csu#{A}c4nJc^VJsoWcEK2a!B_sBIt^65x zqLIp3W4cm4fAsWEW64`WI8smxejINRkABTAC)vJBMiX{*7Vq?vQRao-s-dz3^v?bG z(fo~Q6kM9F)PiU_>ftP0Dfa+j4t$gL+k=pT`HfbgU>CqVHd23IuK-3C;fAM-@1wD$ z$-tOsFQkG|FgWzp3rTrlZV24>K;#uE1+UL~NMU#R{aH>sNClbaiaY+m;yubSHWURc z8|A-k=##d5(6b1@5iW{Z-JYi#OROQW@2e2rz`pQ~(fdJQNbd_8X+!cB^lX5H) zBxH{q_wtGd6vcS=o^l$X&VXJKfh;Il%^uU4%Y*)pVoEF{*|2PPU+v;>I%K^TzT1+R z1}>_puccMf06#V-ctj^1PVH&C71NvvJMk|(`ss5)TlHT+_jmyWyIJo2cD4j0=W7jz zGt0oWm>uG7W1(1Hf15|640M-bELTpJ04{vUCQh;#USBw5-20&z__3nb9XLv1W5fDU zvS1k)PCOoelwS^#)o#Muvsn20^I%IuTqUd>`jdU{R5gTtQGAp$Qwdo@7TL?X6(Dh? zAp5XV1)R{?8Osr@fRt3`kMG`Az;nJQ>{^$rU{#LH^L@D*_UR8Z1cuhaZb2ByjJqD5 zZeM&6_qG9+jvRjyI#>^tSlc^-T6MszmgYGpRSP>x>pp~QwLrLf#9k-37Dy?9h10rq zFy=w8_77JNHy>z>mOA7}vcWTDjSP@`XtaHOfhzR>;Og7w`iBNMs-Pk{d0EVU~ z4~LW6LH(waH5uBWFs65I&&zfg^?hFQ)M6m7; zaI=jjLGF|}9;?>@q4US+xgU@~)KDX=>LC$WY6pHd8xbLXli=JULWHou3wrWwL^z+@ zL8stOi$hxL>g;nOXnLjFDJqlT;JE@t#}*QhHVDmUv^(GftGE`fodkC1TE9gm5tJhJ z!)EAd{JK?l%ex66D8SaD2n2{#=staIh5$!4uNmyB6JhY*RG}u82(H{tzDJo!z~aMB zD0oSPLQjdZiDd#DPzpQiElL3Gi-niF*$5Cxs%RS6PXI0frC#ov1Q7OQs|}eZz?{Ud z%E@y?xUaB0$+t%Hd$?p~{s;*koots-`9%QnldAUpN(4x{FBM5INPw|@Uo*}z6X0j3 zv*-D}1UM;S+NgJ*05bjMGRGNc@q5(^t?v-w3iJCV3ttkHI<5!S-5~*)tti0fIuT-C zX1nXv65vhl!r-%S1khheSTChvt4dz;!{=#vB*w6~{3U|I<=SxdTO`Qt?j)A;cEB-z zoo{Lr9k65F^8;_y3AOC5YXZX^AW4)nI6grF)%d}k=}{8MoAICePr3v4cn>deUhe== zqOsWW{!Um-+F{Qc=mfLgddh-B7hL=Dq|Z#S8@_zx2>s>P4O~VQ{&XE(z;Rl3ew@7v zZU$M>1sv-F>2In5Va8p+=xjAz(ANb^Y7ToGZM%Urka}TTz6Y|el)vM9+5?BUY=@3z z_JUWgP~gRh9w^2#pDvN=0cXdX=%q~$^ar}7^j+(LEtaMqn}t2lIJE$HvtDp?aZ$bd zqZigO7ZM^V0J#eetE|Rk5M-12Y%xs+|JhrmZ_8*HL%fx9nhc}w!x>n3$zY@6 z3?;0F+8bxcAUD&Qu)$4k>RAA)-yAPN?P}nw)uy3cr2N5xoVP`6YKd@F02&IBR(BVCMX_nVyy}+-A z3h&h}HW$oOVZx(q+3aW^7}kk?#@y}$7WtOX>4kmprLu3?OsNlK23hyJ(fs}>N=UKU zL-U^>;dqCx4=fM9Dd!gJgOfr6|7lh_B!Q)&0a&ax7zAiH_;>nkc1PQU7MkN84`bB=dSPRaMdlB;5E zoK7Fy`&x8qJ*p4%du|90vh=}$V%Ep1SyULSm*mU!r9!!|<<(7DDlF-R%dTiq;gR41 z)61JwAcy=nrVvAgg6P}PW3>Bf#FK-MOj1FdKJ(R;1}c1RTKH9Rf(rZPqVZ>6QNUwf z!F95k0)q(pAxqXu z07okn0n!zIBUK7yp18exU!DScZ@2eE@KfM}L#CYHc?#SVgi%Fr3Tzk^jbsxjaF-yi z-296I``9iw?tMqA2a*5iOx!5oTKZt7NQ46Z^M7}XMJX^4VV0js^ZVL8=hs6c3arh_ zjd5hq@Tp*fpkWHsjEns+=Ai=5AyHjnF)B>0PL#|yP~cs~G;6pS1;j;y=aLO5u(|Um zEd2@v%5B{79_|!S=~OfjFQh=Mo(sYOX{^Jw~RKFu5Pm6O-<%xQwFLFc}FQgWzyjBx=evD_!GX*2gyJIeEmmlGDLPuay{iEgUPIT zt;PUAucS4S9|ABbHU7N)3qaG2ODal;3}+9^3ozM{K`BS7n!AYBzcNb`KPPGZD|aK+ zPL~WJBYe!3;Q*y;NZ@AH%Z%p|h2 zj->-MFktJ;)&W+Zx<-vDl0kL*po=UX0Ce{_$lmP*X{vMoi>4kRY-J>UjqHJ8r895B zWqaUNOWe5O#U9vKa3XkurbpjdIvyKRdLTHVbly?87m7DVh#wky;WXFyjQ_n}5SvYr z5k1@kF@uN1Ev&lX=Xj{>IsIPk30CyFfqydj#j-1(zlT8IG`Y!f=i>pTPbO z5O+)}QtTpucX+&lu?q>dxK|c#*^)rbKsCuQnFM^*oMTr$lHhvvmHT6gw0Y2^tZSd% z0c^b!K~E(~(5@k;yD&}wxxqo*ICI*b;BgDj@wy#seJ|~(Wwt|ij^Q;*V>{fxvn5`> z&<^kRywg5Yj7hBhNSH2>S=_MmtMUWoSWd& z-6-+Y>L$?qwLQnV*$h;xIOm{8I5>RW_s1FOW(Z@eGbdLz!0ItRS(y{{Fg_D!_a&(g zDhjlA4`kGVQGa61IAcBJs?t|=F4x0`G8_HN{suTNqrTp*+z1{`q8eV|O^{StESVP5 z1PAWFVpx@^2i&%IYRa=3$gRmhN{Tfw!5q$CJX{S<_A$MyFRFobv?_U{2|AC0v@Ww&(v=3F!w@>K*oA0slmx zYSpI{WY0c+x0k6HhHNh@=sYNdsL6s^tL_3=z=kS%SQkQa-B8JUt72Fh%2;HTEd`hS zc{^sCGN2p4^4Q%hhiS7(%oukO=$n)rTUX41Ltk5SxID5Ti76`d1tA?ow7R}88mB|t zv#n?t$$+lmle3(iS->F|Zy{Wn12`uVG$!Rij(3J(8;$P`?|x+;QZD=nHT3gpN{7gY zY1P}eQ(?f8spczZB2Y8p@Slz+!rdEYPl9EVVTJC(k$X&O5Ni?D?EXC+lJcoKb(jpe z(bg5e`(HMUyf!%C-IxZWaRJS1@8Y5O%+PRZXbEU;0;d7dk%+N`hswr$Zb+`D1^mx<}x}xg8m$CXo-yiy%@GVjGEpMcC0ro zpY9?uI<9_sXVe;Lh`xAf#A=5Yhgvq@+S{TqL##sN^D_ujsA!Rye-k{S$hwcc-Jpi< zMafjFKVTY9R5kk@LxYLO)$3jTkw;3*xPwtB+V@Ll1$*=nVwcm8W!)QwSSs?a-B|HM z3WOzAzT|rdGnbP7M4uhPCMiLMX2zhfS32T5uRpLK>f=4gXb&6md#RDC_mN7G#Af7f zDC*Y{3kwd6LKTA#3Nsv|QNw^(oR>iqQhBBn7A^A##R{aRmL3R3xYu&$g9g1&so1v| ztL?ie45PO2=9M1uFOHy#iVH@$a?$K355}W?A9@ORNGYfr=g$#Ynug3b8GFBtq#;X7 z*Y>J6smS`(A3L|-X^4G4D@zVJ5wX;SsGQG;LxmESM>niu5tGPb?}mOlV&Xi0`b}mY zs#^@S`*OArZQj!<)BIhGo}V3JSQ0Biy5U2dvs1;$Gs$by{ZAp1Fz{z?Ar>G9I!z?9 znTH%Er&+f|b5N7zx73xdS?H_^tFYVMVzejCgV5|$j@I5uZ%PGV(W||s2|h^`Xx+8< zUJ!RBO4#o-#q$%3YT5M0RbQ2(Tc<-}%|Di+&_5Zk_34XIU1abXMM^$8bZI8MGbci(VJ;o(y+k0{~KC28pW?6O; zFD*k~`RW2Y)yt9bx$;M8q*8PC^f_J^YXal{~Yt1Ci}ZU!N8eQt2|FB?=kH^6r`#1hOocV=I|^+T8*@1r6O z(dbVZZ{}Qb48l0p(z6!EpiFCxcgb%fkUs|B(DNi1dC;%?Yj<%%i-R*6Ri})hzt{P< zHj@wROPJXo#T5Zm)0JlbxJXdYw-gx0+y@Qg#KT(BTHqlN!*v{Y9mtJ;6whi|084?X z+`m;1(6E9Yj8zCMYPDFdk4Hh2jmL|)S4j|keP}}k=^85odDB#Ju_i32$m{Eb-p7K#ccalnd>Itx)C-@pEd@sP(;j{| zOJSu`>VfX}Qiy5&_4dv0GPv$h?!)1R1#-XS8jhn9W>tOeZQ-jx`5vP~dru9NR`cH) zK3EOHR1Hz1tqQO@x#{Fs9IRr^zVGQQUgUJt4&_`8nCR) zq~}C!pBC? zUvKTQjco?(fuE-){BU4udXGIqrUgE7q~gw5HG_YW$&On_BZ#Mc{r2{E14P(3owFTj z0Ea_8G5mCmaIhZFt&g$T>I)Y)&dXskzu%7 z3kXcNJ=6BY!K)QlBejTTIB6uOI2_#!rgH0aGV#seb+G7)5+@G4AMZ)5%)kNNcq~tr zP78=L=(n`awLqOI!x~pYD`>cQwI4p#3Qy_X>Kq@mfG0`Af11X3llJR2vTgz1fVBRk zl@?f4GhD~!wL*Y~P2=BNczBd%_}u+O8_+kb-m#o(1LaMZv#M5Yz%*AG}73`onEt5X}>!;@<`y%o9_T)i!wUdFX0NPCEqsjm4dmeQxk8)4!Hb@6O*${f@i70?el3Q81W&ur;0}K+&>bf70X#2sH(=VHdVCxv~NOy|}d;Z5ymqibSZVhN-Ir6X5{shmT$bL_p;4OZO{jmQTYl+lm0l z8SDB!x*c>+)M>ZwZHKRd1+Qky+u&2Cp+=T-8zkxc{B*~s4Hm0)iv60~z-k|M>33Hf zL}n?FTNc|O^o3Q4OHdtd z0nXpuPi_>ofM%ZDQ*1{Iw9W{0{&C|Nj)3c{CK>8^%SXWG^B`mMBZ4w5b;% zDp83@k}a|e$(DV~GG>^uj+wE{7~2?Ysa{FiRZ@{e@)eRwQdIo>{<`O$d!F;$d*6HR z^SS5F?a@1Tdae#N^bHQr@pBQR#NGQfxo8kmme7wJ%ovt6Td}Pc+rFN0-sn<;t_`(g z+Ah_Yc7YgeGE;>aGw=FKrK^$2)+2BWt8qeN)rjlYYV1AZnUoh)gTepRbXM-I#?6a1 z%3q4uXhsd6w3}mL``f?$UGglXv(HTiUt!{_r?2dfy=J0mRFq)n4i@T)Ysb_*U}07_ z=e~JX1vZjc2kTl{IJ2RwONCa3Y4nl2x+^7EDi>M(*n)xYrNwtnO3=|?55>+H)6wW+ z;82_w9j%3IdNVW_m=UP%_v8};xfWctyq*#?9tlgBi!8wh{r}Aq3wUg^3pT2cgu7OQfKf030iuovk@^8GC)NpWpBz7{`o!iP9EVQS;RS z+m@I(jCYCpLUu_)Yb$}r?YFLAwB?zgm>T4M1BXWKETsGm5csVq7Hz+w#vl9lX68 zoQB<;XqUp_`PO&$Y>vc%wR_MC8Qvt|s_hUl{hkQhOS_K#`x6fa%M<)Ylw)A^=te$~ zkq{7D6`FYP?M2`T`X%SzDhURC?iZ4tIH2q8MW3|NK$w<#7x|ze2BvF?Nma(lFs5@{ z-Pj@#s=!q;?@$87zua+V$UYW4vW`#bOh-Tm<%ZuG`CwSRN=@G6vp;zFD}1voI1kTT zzLo8tj|Jmf)r%irWq_-n45^xr2wmAf{i0~ukV@D!o^O{8z9;&~oFWpeQY~El?|T-s z7iX*4nPx#mINiR_F$2chM25x;Q(=3@PGgZ1L`Zbwf4o_a0@}J`1+vdZ>@@#=Ey%bp07Wm_}b2hxc#s_<52ylC6lZv$y z5we@V^*QX!1%JWy1#R>K$RG#QRFeyVdS#*T*tH_qo?dD!6Ve-=QL@w7kp za~_Po80_VKpg_+$DU$7*9N48w4JiR+e4Qg~^M@Gp(BP!QJ?Hg3(MqtV=MG)|kr!0iHnai(?cB`~JcA_Y?^n z2OEMP-X*|-d99~dVk$V3n6|@X(J)kg`dZtTtKc56N~-2_D*PqAl9}E@gh&m!*po~3 z%CJadhn^16b)Z*}{OQiD(jVLVj z%8v;TiNXlSh3S89qOem{rtDC697b8iz0+H|4}Q(|TS=`T;PBHDwPy+>JZ%w{vdAK1 z)`all&-{GMnpQ~iA(8P{$O{RRuS9(LOFDMSG7Ae=4+I6SBVgXL#V*$g0yf`MZk|7p zh36i3oO|&r8^3R)PiJW6;wzg&8G{Z5*t)Y)&c>=3bv_efE%(roxIXXRrpZE_@ZWv- z)?_aFpOF(609qJ@j10hu%u9qp5F z4PfBS%!Ped3DjrM#<0tI-0+2O-4OBYB~i@ z-Or-q9rLgWnGptd&qwKB)-6S^?F`4@x-!g{@wPas$wVA*zyAFV3tQROLye!aural8 zpSBbe9WJ?RnH(!eBQ-Jk{bOagk?@H=Z&HpnE{>PY_?eh`#P<7S0t>wr%pbItR^Sd! z;|Zc-C4LJ({^SF-3R?<#yzhLd#KYbLkMei2vB$9OfZw4C+)a40T=M#o-y21z)e#j~ z^G5i6+yORr7k2zE$gIR**$mGe(N#DW7r^$Wu>Y9L6xHBB=5I0I zjU0TKS3fDvTZb3+JUZZH$ib7jxL#PT7X4*(c}0bne9jvUg#_2)N|%p?pLsYq-d+1a zgUZ4DzpIlCUFwi2J(!uU$i=IblqTB&E;>j)F8KPU9zEAPmlufDYQRJ9mRZvr8Zodvb7F3x5$$_O zt35t8Vq)k;h3)4XG5vhe{(n}D7`$Me`75yz*~#RGo|BEZ#pi_?@2Msfzhs!o&(n;A zjvH$BY&FH+`_3)@bGj0?X`RH=C2_K3ss$}kHLSkle%Lkz* zynHr0iXhU2(;B{f`T9+m;ncZcT-k&jWNWp#sV2;MV(zGH){JK7y#C_^H(~dtuw~Ea zjR+=+_T@^A_|mO?S^td&j4?X%-54A2${Sve@~--D&T^Y%AQBMq3ty&aY$ z-H7+fqi*XSZNzPduf9^rTUy8Ve~x>1G~hP7)}ySY{rh`3;a6`H7daEl_(r#L@z<*- zKh6qq(JMNH82PUbPlSFw`QTk0zV@P4P?vL2$#}=W>-AiWn@U~z*oupG5U4V|q>J1( zxBYqt2Ys&}(UHGbi!_I`KBvCcpyX&(q7qi4z~_Aa+=yz7Z{H|nlV6QD+I=K0t*gN# z6;pFjj~aa0Gvstbx)yDUx$j5ZYth=boBb)W3KJK*+w{cQc=n8z{HHM%4$k{|6W=qj zUN1$a@dguJuMA4&HZ#$Z_%%|~mxZqqXJZXVmw2tR-eB8A1uDk%ZhxUvfu&8%&w*;? zcvxK;_l%X`8k^s&t1lS1!>7G}(|QJyl1`WyZe!s1lt5ToKLZ6_{yY`GUV=;c)J{EL ziV9Kb>0SC|s4?Hun)|T?=M}&HbhM(QXHng@ZK1{JF8{B$aHr(O7F-K~pOfi1C-(q@MmxeX6|J2ik>FB(y9zTUq@pkzY!Tt;RsCapE z2VWWm1**#R<2%T>@z%f&{g-5{E}IQ#YoXv1{g(v6Re4CRHmz1Un~&EX*5v9m6kx<3 zy$11#TpTG6E?2vpjZM#AiN|LXQ8=3LH`9iIcW1`#_ey5q)N`MlZ_1g-7I_sdBA12p znO{?ST!?7>Y$jTfhlE1sY-@5WQc;_y{pJPBXgpzdk8O1*44t>|sfBw7;_?m_alG;p zTFqCfr+bCrvEifT{)N$)9P=(ypC=ykd6PaiCnunXX&9^XuMf6e+-!=f=fO&9pTm$!0bc$&!eqATT5aO7@X&`Ve3d~mH# zzvc(VO%CJ`yF_UDbSFnLC=EjYQ`#8hNr0yM6=o(a1kiV08y~+n6Vk35UCL0o1~X5T zS9fS9K$>2C?O&s4`2FodwWD|(xC*&DZ)0UZzC|pzVh;(FO>^z<){ zyOHPA-{#`7V3_21J)P$+aRHX3oT`omv(q_b*~S+jQW6ddEe?xWGXY?rCTMt% zYX{LQPHMMjnB(M-cXIA^e>A8!J@4sc2EE~HsFcT%FmkqV|Lm_spbd0?=)Z6c6fQ*H zoEJ+6>t%cPX@0&2YgXO0|FM_|&o3YK&bE&MkNRlk6PqKz;A{4Qm(8JIMQ#YaMM{PP zW4^ILaRiV{SU27MEDLH@n(XyEN(42|{nLA5v!JwRz=}Ga4sCj`3QX@(4+!+n zhA=hNU3{!87-c)E86^{7RoIUg8EUzprTKGuT%QUe;i_3~_o$GuVn<&?2Nl?*1y3oT z^P#g7N&V}|FuZ5k*y0k8>gWBsK-XECkGURGz&8orl@?zigc6_~BEG!I&H*Z8z|2S{ z2bL?S`lRsX04+e0A^3(h0mI0z+{wVuu@ziB#(SZ`Pvo$wD*;H z59WQqN-M?Cbub8y66|GG65=3&Qxdx@E(z=z=cHnoOZ9KJw>p89$fIoet(wI|NvgBz;vkB^)K?M-u!m2Vux2Oop>DxW+9 z2HR8ROT~9V&%n1G%qN#IlsO%L@?$*e%j@!7y_JO0T2*mcD>IQwIC=E!*K2r4?-bwX zjuh15hD07PjKiAlJfG!{<8Z@znJC`92{=*wMmkbG6-7ICIsdsxz(e&f8=G^p@k~F_ zlQT*|@yFaBOlkq%k5aIV3?$>tSC;QyPZLp`Irr(TB?*HpEI+od%SQH{`4Iz@`Id{`$tMq zc2Qhfb6E-Ibvf!gv@_5LwmJ*kV4&!BE0&pD3C1sf_o>UO6u*Qw+drEu!zrc(Z>|Cp zUGlZY-IG{f$D_m>JZ3KSV!uEfNZoi#RFlgm)bL;IoH=5l->)J56(vkYn4i{D6{ z<+#rI?Hwr!6C1aXN9LZe(0HSJ&o3S}&h>mg`;)T7ZDy6W@yjZ4TFn!;dR5>hDY{KU zAq&M^$F}u4vv4R(*Ji$zg+}e3u2)vFan@tm51Fb;>>!X%tfyAvaZQVeOp{u)?HE6O zzOoh_8>M|_d#f>QUG~hJNj1ukh8-Y(ug0X{gKC_OH7GJTu>bt&TGZ-bUo`OLplHAe zV-vMH+^ZpX$3&Qm{$(%A4dl64KG2hPTA&V}UU(S%ABTg{3-&4O?@K(!NE=YxUx!Kp zrEm4`)}hZWku~Szx!Baz6tTy%9_6C+gL>^6@cKs6h;DiV)^!QGe`%>lrTL1Q`Q&;G z*8gv_ltVqzU;UGRlUk2W!Qq2rqxF~;wBqJ*$BSskYbE#6$5awUz^&v8+3NLW}imWu%kMDv+jT&y^-=Zoz# zF6vXi))W44aoD}LV#N{vE7NY$EZbp%#N=tNV2R z*5U~@+2>v}wb->ocQa9wgWn1)b~+sA;EVr~R5LbkmN?P;;*fVWN}4x+mBvb3NbDcn zyQ>m8_Z%jqBiXq7NYBOliEOlAcAvoC#>VRC2j&WAD)Gu4RXy*SN{km;{^rZgD%2I4 z)!wr-o)|q(dMeFA!FW~qb#~=ApR@Yp6YDa>kszu>St*Vm6}3OmREiq;p^w%pmErHm zfNuv9%P?uJ!XM(tGNg)~_<2W+i9UH|LRR<6u+rZI+|DsjL0$Y0)t!dg`D7hU$6^$? zliTY)R)k`1mmjq?7Gd_j*soD~#dtVFNcC86F@|}_o-GKZp~9M()*4qjDrbGu+7Mod z)Sw6TR+q`RUV*Dd=qI7vAl3EXRU(odxWz6KSvWlvY3bLUh02m|DD&PVj5fZKTN0Rq zV&~4xvV$nNfLd1mTnZ9@(f4nj$-t8Pk|_rY<8kyE-_`k3aX4|u;9QJBG=3Aj*wri? zg~Vyi*olM~9R8-W-didjk3DP``pHZ}-dk@|7{tY{QX($prlYhVSxFbgdettx zrJY9wmzU=^2--o~DKUxLA+hl8kHw*LhABWeyD%oNn+`mju&})cGvQnCX7PK086eo~ zt&?&i4U~=ZUx#c+fxj9tYmVhD<;3e$6ckB-*VY^VGj7g;rs0vF5<(R4m=R`Q9i@Q8 zCY9UL7I`4yJN5YT&OG3T(Zu)3QQ+9;l=K$C9FVwtCqQDJ08TB}Eh0wJVC&*m`iOfD z96NlG>vO39x;W=qvrwf67>_iQpdiCizqz0fsH?%xw#Em-3P=?5|0Mso8|)D~w|J(|AvPRVNM3UR?~M zFla!YLsQzFVu;|P zW%oUGC{fhgUofi_bYFkf-P7Z=_!eDt&xzw|% za`O?g6a)4sou7SKNQ28wq77!r42bzI>i$ct9Qbsz-F~Jq!Se0Cf?#D9Ja)GIb5el? zKdsjbvxdt-X(EX&zPbz&M&7!xlS@GImUkmTl@6abD(~N`O9#F$wiLmCC9t-AaBYZ5 zImpx>cKWlo9IBuCP-Yv;K$tFl^Q~ej6gxf~ukdC-64!K@eqxh-zuIe*ZHYhAtHi9J-YS*&S=13JIk{gx>-6^)Yc^pfi|kqY(q&?yN!ftUyo}b%= zd-#k%A$^Tiy@dUeui_MA&tXuQSC8_hA4UJwZdX`e{Lslr=E+P{7%u#`PO{oE5f{Dt zEZ;S!qhSxfPE#!rtz=)MQfpH1o?D={6e|u}NZqOPDCk* z{$I&m*YM@&?3>r~1njZ9dPpEL8$TYKQJ>1Bppl>IA7*p`7XNY98w$(A`C|(q^>i{O zKl(m$+l7p+<+Ooe0SeB)R@+BjpNn2oi6m{&eEj%qHrwcW5!S4o6f!iY;k45M&cZi3 z+7w=x99&U~TmPnbs4ww{i1==8hxK%{|6zDCTAz;522FoA&e5=Zl~QAx9UZHb%D;Uh zFmQdkY~QzsC3u=($uH?$hWFl0+g<1@$9Eq-tQieuVXB3?|_&%a@bGkt(mYTJx zbgwMIzKb)`gi;0`FCE`q%wphEt&Q^=ua@9C!qy$iDWxdf!hA8CRfew)=^b%;y2K&* z*2&X8EDRF}U8h#cM3%&OYTJuae2{pPl3%d&zTIrV-u0A$f%z+3AMuyq``tyef%{94 z<14XqnOG@WuYG%3sJaXz-zU3VUB$%Smm+mHRVpw|<@|W-?+R4=6w~Z&$-;xb7t3Xn znJ7JfGG^d86F=7}9&=D+VfLq!UNHkK+*q{rL6tTe`Mytwl%A->OKiI`*6L~uPe|!; z*RMh6q1kWR6O}k4VkBpLh>iSDRAt51v+?bsN89DG3iOP6r~JE&jp`|4;+u*pagFPO zr;%VaDqb42mlUbN+$U<6jA*s!H@BsR8(xd^?4sd+wlyelsj=nS|Nn)gPB0Z*Yw+wD z10wf94SIyMpQcUM;*$&I*%WsU%IGvUtH0);8SjTK1KB#vi_N!i3#!AlY3UIUYdP2; zw8!3*S&LOi<($n=)}owBHUIja8k{}&?2p|08oW^%+}1r=gEktX#;dh!Q6u(>uVYm$ z+LS6iP#Uhq-2>8D=Vdr}&@alj{cH_BP8$?aQLMt_Kdc%XH&o)U#~-e|05%E;Dtq!L zRA8t}WWeE&3e@03J!Nq=>TY_Y(0`YWtmh&xdAC*~f0*;N?`NuzK@$BcdY+BHM+nD? zud^`I;}3I@#6)Z6tj@iuC7yVz=Tol5#JA?@I<%Wi?6}xM;@4$iQ~Wz2_|3w-ClpG(`y;X-m>}%A)k&e%?yYB z0Xm9UmUt~QVW9rXk?p!P29CFfu)m%wK~|MaV{+n>Ug3G*b|}O0KQe!|+@)i9BEO^+`jjg?K`?T1-_jAFX-sWySr-#aH3=w-!I=VV71;%Eh64-0ZVbE5@J@b3KcQ z>eM1UmlmD5H;sy%-9b8qcZ%@M@hwQXL&5xA6cgIw@g_;ZoXJJ#C!iHu6rs=TAu2-s>x zxftJ&f`cAfoi)o6(Z@1@T@fFH$>f-Ux11RC*R-M^`5cQ=7Q2VeTE-)H{!|nBVIn#@ zgx}LPx`rAl8HV035>calXT9*@Amov1(@xjrN5Y*U1>HVtFgV~6z5S#Q_{Z&g|D(?z z+I&5InXCOk;lVG#!{7#O&VV6cilM66Rz zgfXtc2Y-3`e+MqQ zCBo`#$-BL_F)%XtI#){K8g!Rj`NR1|1m0h(*EE022BT1(y{TSgP*iQa>g_^?W94=a z-`Zw_nD`=f&vOD)$wrU3P}5+|k2bv zOu$m>ky9N0#gquW3fZyKNg3e%i??bnCKbG0MtRhe;(=2eF3hJ93DK%CCUr)a;Q0{? zcy}ihmOJefzuj>SocOm=f8>y$SCHs>Mk5Dehw2ShC{w_O;n!;ThXP{Ci)Tx8D4LxVfG z{rl~M40zneTlG1Y0hA-ZtGhxNAZa+RzoC~7*Dt1yNnNJ_yD^}s`#>=~8h3K@ENu5+EgneUv&<3Yp!9+0ARq;KFOkr+TX8aOBgMS-btE z04(Qy{|zyqq_DnSXMqM1YoDg_wG_dgCcQjWE)DiLuF=>iRRSivtkU}R%ixY>%tX?wL|%!CAx`tdUGx~RXq3P zE6#?k2dnbiTe4t?zr^KET_%*8PiJ`yqyf+IB#FvK5_E7R_P_9>fRonT!ADyu;Ei7! zo*gH{=}#6De?79{c^fZp`z!&5E?k=_x_%A*nsz4T9g2tl0RRC1{|uLTI22A8$BA;3 zk|Rfs(4p|7NKzS;qvT4FBNXM9dV1D62WLZ*7Jhv0Z;T6lP21?WrCZ$JRpgOGcr$1!EgYHx^Cnhuxg+V&c2slc;gw9VW|fnl3P=IN6Tf`fOrL?5 zW~#hvNj!AixT4njE)JIVzPTOY_zW20h8&e2lHh2Lc3MDBDtvjs^0DSx28^7jX4n$4 zVV|$O%juqcXh)aD?4b#Xu7QONRPfY% zr2ssdBb^C1Fp!<8?Zx>R1JOK|YIfV}S0+V!Rj@d4Em}NbZ(j(tO1IV`t?=+B>ts=a zaS5nZo;{XuxdalP8ZMl@ga`3&?^cK&MWCRZ{Atm-2!7ZZa z;T~TMtexyu_VXo>w=t`>TaW;fkG}Rc50$~KgqUVmRw76!MHkXO5rB84Tk3{EDJ;_c zqd$q3!bI$(N#Q~X2$ksnvc6FY7FpKwUnB^y%wT^ZeXR_vxSoY58kR$R&PHcRB@vDk zPo~8YDq!xQV7rh;C9plQ8GXK74wlgt$xn8aLGMo6P0v08)OK5T)W0XdUwOL3Tz(m( z{x?h8*eHjW;zb0UK?OK?uB}@*S3<9|^?=!@Drha2<=*?A1a>n;DeGHRAZ@%%Jz87| zuVuaVqt!~FL1(S5LKR%MPSdQOu7YxXIQ+_!1fgS^QlsA05R>Dr<$Hk)l5#!S;k*=h z`}h7~sXPjNeqm$Pn?(jS0Zn$E@)W~3ev-^F#Pc`V)-e|z=t%m(ooBCS}5|laEx(+vzK#zrM#c6vq@75Y( zXR8Lm4su4dX*F0*K8pXFQVq$Dq1g5PBsgue@nwyp67)`2`eC>$;Ii!}+nF!rpssd) z?~$Q$U=?D$=^#&pzu(=pZ%h;63HRRQ<}($*ig$iK`n3Yw_!K;|?pA_z?xFf?^fLGn zf3QzsJO7KD)_*f|l)#`l2<4C9;lnL7pZX3D34zDH8cP&|YrJQuV@5G}4F^a1vX+2S zLxYc4e+ih=^6p4sN`aHLQ|x#&9zI2o@QQD6K)!3H;uVgCg|Bu7EZU)M3C=L!#*iKNe`|Gh1R_Snwk5d@s(4gT4A43V5zUh&>};@M;6CI$t0=s!c)Dx6YhSJl$zL0n@vWLtY0`^Wb zyO;KaL+9H=-kd=`F#b?SolC$N3C;`hG*kp2>JJyW-!dUccbp@#pehu#$%uMiu?|Om zBf7E|x`I%rUi^{y!9c{gam{Ys>H)(1Osjs^ZiYgvW{Z7dA0lo&_NB$}X!McjmbkYs z5q0nW?`!mCGP0Hw8hv^$72P}*xq3S;1?@?}j5)8SAmu8TC)&ff*PrRAb}tx3Dn*4gM? zA@BW2`Ap=lQx_-Ao{om)Qo|yOb5VI(wZ*FwSk#iO=wQEyMJA1T-!6OL&;(8B&cZPq zY8pK2k%o>PjwhB269FV8$X|=f{4# z4RPpYyT?@1I~;Pd-AotN!6Cw%32dJd78TxX=XfuLLG>2jcN`bZL(fU7Y(nc<=v_FK z#B8-4kI`M)=Y9D|boGGtd?6M&EVKpbO<>XPz2k+m1RUCbLW3$TfzZgO=$&eNROS&?#*}b{Dx^bU{>PF4q%-TtbK&8JPJt%lT zrEgG-9*iqDwd^lJDI-IXCHlq4#fd%ZfCwI4#^!OX#Hz@5B+&I*?`fnt)rU>Qu z`<2R*N>HDrnc5Cc0*V)HjcJ=DpdTF;)h2{_F4XPKT z>f2wZFPIh~4Nl%h&DVJ3ruEXy+p`SeG3Rp^!zxf#PN3$$iAt2BJL^&6UWM@H4xdhT zR-!x|;p$w~3dAw$!D2@$M-7c5PqGsTNI>KCi?8v;NNPMexd&T{xU^5YepoI?yQ6iQ zZ~9jtt9xe)!>ci6VC8jo&qem;q(l_LK1=d{Ru1oWM2Eas9Z0ZGj29u4_Zg0P=OvbvLt zQN&ZvM_mR*C`DN3S{)w_Wph?Vzw0bO65?LPtiD*(WV@J}j4wnBPmbdJM2e6i2iKGj zYY|GiJ@er=Zz0m5^L_Znf<vb}cKKazp>ud~) zy8OkZlsgppIZf>xK(R>r5kH5max%JeOSPy`FctZ&UEmF~N=1Xi&7`wCQ;=2KL6gNF zaY)G^F{yMt3^7SJGmL`05Yr^n9~UPbU>Y|*yD}<|6yDU85o&pD96D?SO{^z4Zk0D=hGjWWR*w4a>di~-qdGc z{%xHqUz!SM1^#|0JC+1dNm-rzr(!|(+p*`ksTlA&8t|CYFAf;Jp9+?yo|P61wmeq?TQ|S>=J=F= zFKJC#$gc!;X&rL0wk`!e*_JDZGs|Gtzsh-$!$i>i-K!irRRN{k!*ZPJ6;RVp1lGYa zNMHBMuml2}y6^Jvkr4sl6WvFqodEG>|H{)Q%E0YPTE?LVM36buc3x_;0#2Ds&8q8H z!GPs^g*vDLH}!qm4Yfpw<}6E1vQ@z6_2`sI^GZ0N^Ol}dS_LmHtL$ErNI+FnoU)6lhSIi@ zq`xlJFj1NJJ~NgC*(z0HE+p;Ztf;8!PHY1tSBYf>PS!)Y6UUQ(yXyfLseId(NQdgnGrw2t=}>vS#q7^L zIsidLz=uo+Db1615(nzxHKFya>hpS#ot`Tcz0d%q=DSsbXBt3#_>5U*a6Q~}*ndW^ zm=1^Bx_$=w(g9t(7@QzL2iFO6g;RQTxO^ioDQ5dzp5rZ+-Qs6 z!}hmS5IKDFy{#D)4xITgeq4|WX0|zek#`eh4eQ^DA4?(ukBnT84RMnZaSPMgL;Asgej9@>w_llqYD{UTygfKrELxx z<8Exdzs(1~i);O>w)4e&>=sv7H8gHXjaz1sz@ABRzic20lmm|q>|Ch=9x1U+$?f`d z|I{oI$V&o&e8=Du86jPJ^gKUXb-qg{H5$NrYVb=jDjpr&$QnL2d1VwDJQ&9yRf zWh>!Qd!urfb_JaLJbWLu5+J2&;^6z@ZGLuWsN2ZAu>9Uyunz1_*`L8^Kz!E(rE1`IZ+G{(R)fWv>%eFsN_QZjW zzVT?MS|S+63${fhr$EvCJtL|{8oc;UMS)sr(56DsObCbs%8(-WVL9eELe zIb0R4=X3+=qUP1)%e>Jz3T}S;Yj`0>cq3qAav;D<^}%* zFXZv4%3X2Q9Wm`KP#HQdj}9?y*tR&`hVj0q&%PG>BWbCRg<(3;$nTQu(Ak_=RCM+E zn3(J{gb6TC&HWgU`Y9m^R^l;;Xg=Syst|#g`d_T~Uk*V_&-9OCjP9ei=$3z4vn~4Q zWQsc$9fjJ8^n5%UlTfZockL_VWaOVNUO{ zC_RPm_CbQz$!T|UqmbZ^J2A^Lap>v;<>23s640i+_APtO1l0MQ?C19=7LE6)C*m$g zB9UkG>KlDwD0i5jvUDc|g@iM9WqbM|s~JjUQfUH`Ho#Qfzmk{vMqi#2{rDB?CQvlLpXm&i3ay{6qfL- zL)A1N1qifCUfjf>GvdPYt4mnK->!Y=Vi^`0C#|?Q^%M&Bo}=# z*fFJ7pM|Vjj#|v>9)8)XVu${NDf`&2V78ym(lI zCS;iG`u7(i%ljuscagE^T5Puz8$KUBH=FzAyqtxGGY7tyrsShmA(0Vp4m^^VbZY;5 zw;1WCPYdkfEkTyoTYKI(lptPfofdxPVq|6#AKH1T2>AwS9Oan6A^F2`4D}EU@;{dP znwXb^j;mRydOpISv=zx?PZWy~#F08vJ{O^5T6b#JlkjMtduBgbuUPj~jBeZ*9YoZqR~IC_VvIW)zgNizFgj zR)XW=xkThAPGgwrCLo0|iEHNPo+7`6km|!Wfd~Vo%zG|7q7aV*X>Sf_K*$nvywEvs z2#LC6cu?jfs{78IIuY)PNY={sKT98=%r9;62T7jWe*XQ{RcecD-!UbAi@6Pg`u9cu zFnl2})N^6UIULxHOGPWW&b}F0}*W+UI$OM-SkqH*=G*HT#@xM(<0{aSX zBBxU#gygT`HqR%)i+`hky2Vo9RpNz2-0pPfB>Ts4g=NEN^jI{zXFj}g?)$iQ9}5}p z%JKiS3&4o)?M;WEg$~d@b{Ys@-t_TeHTG`|5@j&izH33H)L`Q_I9h$(ifHM{?o!ncH(8S8D`jdxi*EBOEq zX3mUOJxe_Ngay`MO*}l$6et&!CWUN{j?h&Eu#|dsHhcfslErPQ&D1+za9U3Z1Wgtay;B1X3hwfjxw9Gyt zT-BJV#aL7VxuUx(h>HaB#6y`noYnBfhQsE(6d6W&_M2dTZvXFhNhyD~s$h1-ffZ4z zU^qSLdTwDAa4qkYmXRXC>dilU_V1x*NT4R z9T|3AWL^DkM*)bmoY}of0aIhEJy)8k@OCK}8)QHQ%nt04aRUl`vSVJ%9wh^35R-5l zo(#TMI2OnyWGIlVY~m560Ij=^c=;6tGOD5<{IR6M-G$I|IfrW?tAgDtn^FVE`Y~<= zx2f=&ED(?$M1kdno5SJT_nND+HeTP>+gHk#SRRK_U`*-O`EOUKpvGfSraDLktvAw| z3UxJLR6{h;I z{}`|nGd>`2i2!Ua!~!)ZpEoDuFHVP%O>V zPP7FSf?r<$vwdEht5C~UGXpYL8h?GIFo4!!^O~)N0i-|Ck^0jNkY8@DjoIA-oK7cP z+I3st%r)_ro$f7=O*1#}`ow@IJJ69|4h*={A#f+am;uk9O0NxW`{iirH2zJ20h2L8 zVb$CIQdreObv+rd>xab$6+8n@Xs6HGKVtyvlpg)f7J%+_$F1EY??^l^~ zx@VffU>7lIc^7~M{zP=dQGo0&Kck*RfS^A@{SJQsUYx#Sn4<=ex#Rw>Z!FEA5?WV# z{8AI#zlhrHXB%N{ON6Vxxe>1ZV>mawXoSIueExWmCUE_HDNOG{6S%zNVcQ}$f!;n8 zC9|U$JkqtN784smJX=bT&9MQLrm{Pa{MgQmd#rbK9@WFSm}sYfuzIjKEBZqlUk?iq z{OtRSdN|aEi+U>70D-EWzK-4v@czW$toL*SD0`C!FS^x37LoOrq#7N1MepLp+Uwwf z#f4hkZL+uZ{quxZybidy>;*(M>%d{SSkWqLn+r>d6>7fMfx6sGAK8Wu#%qgP^9pnb zGhmlJGg=F!=aTo%y{7^0?<$#6L<8B2lj+~gXkh!Sg(~AqgPuK$gqz(o_$X`bboqQO zundTF=_S>I)Z>|VhRoYMs&cU3wv7f6V_$d&3u?f+*OA6ARs)*rbYQKc!k>+}3x&~C zAS}FK&gr7U@P-S$f6sPZ^4^e^cdY^4tI4kiW^2HkC*Si za6s?B;&X0fnBb&@bnYhudOv3E&PfLM%HE(4s$}?`n-62S?S8{QGT61v^KNs2Tu)6X z(EH@GRdjtd(Cq3{20cjN@#SuBFDD5Uj_To0)K`K3bj(btWfgRoF;#z`r~*R{TASj1 z63me-Zx&aRfSdj2w~zO#!Gf$`Z0A=6A`uT`tvZM>_?X8$Rgwt8x0a}Z8ryw+_c_Pu ztL2cXyz?ZF77^ylJ3T|4Nv{gF zUr-8r-xQZ|d?Ud3%Ih4kM`^630a=KsF}7 zq!Len(}ryBqr4?hH8j+M=J3!&xMNm-77rE8oa$fH@oI#2%ioxEp|hOw9afMFJLF zKjf=~+vdabW0DSGe3{TIa!clEV=4%7QhQh@lEF-uJ(49p8AdZ#rgT+PU~MvhneLGe zegi99e7H<_;QTk*|Xu^nsV?%Y!W2C9TnX$kAzd9k<#Mj;qX5I00960 z3|DtN6-^5|oaZ^?ec$IiXI`vQs+}<$3Dx|CK{vuNa7|=#^PXtrvix^Pbuxq>RQ@Wh4)Mi*}YVgHUF6V}sXN9IQ{$@taC9@@RWhJ#fWBvPzjOqb=tb>pw^$!hr!zXP_OuFHoP zfdP7*>vROl_6H z`${2`U+bFuY%ye)@oV*zmO@i^Ess%5B?!b2X73qS19Q^!yUUB!@LX+AOVLaqZ z&{~T3TrE^GKT8pOS_jsxZ6^BfYTAJ7*_rcB;;0uq{2Q|p}%$D#}ru;b-Et-zU=DVs!W0J4j;lgwdx^!$@uw> z`dZ-8yUOb3Rs(bXBlm})3O38>DzUay0Q~b~oBUe=W})4&WjVEQGAF~j@LoO0ycL~e z*iL~5|@eCCu`0h{`N z>>h}&fi1$1kH-9~10`*;0->ND$QV^+{X)Q*6rXE);X*2uN`84 z?`k@S?QlW9zsT-q8>A)wZcJ8bg93dX5zo&pFn^r!mM^IVTt{`EPo}oRt0yvXjoma@ z>l275qR~Ji;`98+lbxWpdPkDAl?EG5osXH^JHVf~H|Di*JG>ZE`rFCX2GaXygG9^d zJo8VPDnGY@zQaZ0kPr>jPpVVDy`VvacEH$s`%YL3_&XnPpcAC*Z?@g`p@ACNEAPVo z4zLlM=<4~<1`I+DMyH2cflI0SwFP}&B~b&jN1WRs?L_Z_3>ytBBTvOiU#5ZZyTOxo zX*BTfJ@&JJkp?*fZvKLc?GQW=`ZKq@4Jb4#(f8O2-!?l6|1xQT(9+GlTz+j}zy0Lu zY2FTK9cEq>oNWhQ=XcTdd>t^z^Ipx~rXBp>1bUu**#-p6p3>!Mg$N~MnSAMH&^r0R z%8s!acniNM$QrbQzBtzH?OUi&h(CaD>?&+tmg;eok-=X|=+-WzrP;bTc$R zlV^@?YJ$Znr8x=3MsOYvdqAFSfSkb_@#6aQc=l>avMRPfSC{dfsY5N$bJ5CDjI#yw z@BC&ZZf=I6^-uF2OikdW{U7bns|J`ZrdofCq~~#C&3Jt$1$LOtK2e}Gz)JHUb$uOr zKIE2P9TaVX3YGAe$&yWQ@ZjIcec_G3x_qYUu2ln!NvU*ka#3NRZb33DwI1%JtMHgP z)_~dGi(P8m6p$CY@o>8n72*Z;IM%(X5YfhA^Ne06+CLdKB0T8z@#3j7Q+hpwTxD>% zAyf;?!bUIG?W;iY_7h(}&I;iCx+A_%yav8n{yA*Cy&i&Wdq{+sI{2U`An~ZD4j4D9 zSwEMmg<@&bm5oR`X@bqN*rMB>N;C=a=r%EmbR5#}C2U6nU@!Tcv69E~(8uWdP ztvegE*0b)Wxn;s@=FeBrJQI|U=|o?TNP`m-$Ml^JB|)$7cw4-0G$?MC8b4zd1X>qv zujvJy1uf}3m%Rg_uypi^?Q(52G%t&ZoDYXrJ0`w9*a!qs zQcsh}pe@)HLXO44C7kyhE*X?&uIE0SDcVIy2nFi+83vea#&>Vi$<0O|Em7(1k``tW)v%vhWdr!zy1Vd z;>bIZ3fr1^^grF^bJ{ElmC5{%&+duAp7aF0r*qMG=6wKC=(zqpp%NUYQgKf0m!f8M z2C@>S9F=b7px{hzn2tpuHs3d2w3^Dp#k)t6BEDrHi)~JBgm*foMQ(R)bIQQmkBzMY ztTJ(Sj)}=hCmZE9c}&fV=HvBWCO@^ki}3!L;RXF2#TZ{EH0R7s##f@*rz%7Xu!Y9> znHZ3dL&HxUe;g{r7bMMSuWyC8g-560=0h@iCuW~lep-TuNf{=43(D{ypBt}XaRpLQ zbS`_T497*RAkDWFbAtu`$%eJKE)zUR)2T)#4eq1Vz6$K!F6wsfdJEI0QkEh2K*i_=$!A%Jg z(dBry%e#USTaM0Czdr}^l;gt7nb&zt6`1r=ce8DICF=j>Jz{pO8u$MZm9gQe#WR|= zOeuo(xXq}s&F6eQeq>zUb}^*}^UVKsDoa(Pr@+795s_*f9&8qRcD@>?X^Pw2oodj$ zw@9{pr4}V#J{M>6s>dICtd~}8ZX=h=?zFU=1ip>wJ9>h#gaHW(IjOQt+ z$vyGoMFjOh(Js)r{g+mYq$h$$a;J92vr+pqJs;~M#jAwjPlZwU_der{^Vu;matN0$y9 zdUCw%t^p0tNiwrq?(W3bb?cH*3!Qjzi$!;@XD3paV}#n?&~SRJWn=O^4Y>ujNhvaP zBKb+=kx}|M|LoPtUd}EI7)g|OyWfSI4WIs=4(-O))v>Ps^m~vuMmx3hT{lh@X&gAA z)s0UT5;~Mry3vj}5~!=&jdf09CNImnakYFSqsy@euZ`FS?Vaesy*%+^tL}&{S|QQL z1$yz^^61<*<6e{{^V+*EAUbK=Jqq29xI_N(Ceg+o%%kvGdm8oNoefpdWq10zWsS21 zBRwdTe44d+7velc&vX7d;+KBku7&rA8E!q%oh+}%NzN#T<^i~g@ite zNDn4I;<4+h>PFX+k+{wE-59HKvHa0=H#%PVK6&Us502I~+Og#HV9}%}RerVyGbYv! zZC&d|pB%yY$7hXt- zF!506#_j|;mpJ-5Lo9KG(Cgi}#{KgK@j@5<+`$X?tUGaQ*^W$g-cD?M$?a~>--%16 zvs5+5PBfCT_W3i|iQVqzN8RYWc4k(lhIHO@gNl`*cHJmlQ93Z~(uGWm6~+$xI&ok) zIMMJ94duTtyzNM(;cjci=y&Nfq@|Hq`UYsI!o{5?qS%QnH#9DZWOt(I9?I)Qg)X#z z%3k<~(uM8UxVC?C?Zj!8Q)-!4X~?_GXR2aOLn-E+rej((tT75UUp-F4#-6VQ%z-q_ zxpiMWlDiWb?oZz`(&^bY%sZM0y@9-yjXD7N2c5F=Urs2pUvs56h16Q2FL>SCE z&@FrJ(y~?up3*$^Q6sGb<8@x9*ba6etyY5bgAffr{#sjj zH`;OTrK8>avo`d+ZkOPY+J)uGNdl+gYAn69O0@W^8P zR%koM?k`o^NNB@~+mBf_^ja~)Z0-G(k(!mBCy09dcdiFLRIFfgH+5M_+s@EY~#GioS7Uzym`ev$prTAe2#b6tEQ1;h|z=SgI<%^{@mEotJI4za&&@y_)`h??h!HF zwVCe2^!m#5+6r-?w*WPB#c%aL%|{K7Le@{O^YM(ac=8vMBIG`)9bYL)M&i)% z@~lh6cw}HR*FE79{L(S+?Cw{D&3{UNU*O6|(V>ig{X7N8Yis6_PWOFY0-bgN#RbS! zFfYJbRD>!51S^|(GG5j9Ee?z+#)BGWO5718$dZx0WmTsLXJpnkFMHtr@&iwM6pSjomA+&L>v&P8f?;QR^OeAIQ)tb9^ih&kh9=8NLF zCTghZ(JwFDHkcdg6_iCtu zBn-}piuB}7!>Uc$RzH7`P)LT%I;b3hQ^%`FD#Kn#$T9sJpk#1EELD=l6s#$9siDXB= z|0*}GAVIVcF7wzx@8>JEeI;(7cz(TmZ~avmxnZULRn!g04}He3aa@Gn=54~0u4b#AXQzdtT{Iacn88xpc^hBAAb zfEMvcfN6|9aK(UUONTcQWB7UYWx4`E>~H|d)Ch>8U5Z;K%u%;t?L+f-FMPGEc(f`x z2(_Mm%>Lozi3Yr>wp-3PLJqHMdLRA2q`!qM^s$KuIa%k$8Y{y=YJS9jB0Llb95ss9 zCj)>>%JS#_5f31;?F&;5Rs&M&6r+r&6Rt-@_o!Y81g7mL#LlwB!Gs%w-hf0BO#9m% zzf(a1E*_4wS#m0nJFl1i^hpBp>C|6O9>ju{r&?~~o+zmDw`U6&4Fz)r37#UMU{HM* zTihO;0_HE+mVE-U!E)R2zAwZa_%-73QDbi&%)0DSIb)XtX?1fw-VvE_p;5x^Zel9L zs<&MW$w-EFyOF|&{V~ul?VusGCmoW7&X-S0=K#@Kum14KT)6XVT06`x57Lrz#8Y{4 zK+Qd1#Z@g6{*FBibEJ`=>gWj7?p{1(NJ}!l5{m*)T6)x!b}CG$y{ibglL_nCqudhO2D#d~$h;SJU&Y!rn zD=-R{@)l2PuqS{jOTRc-DG3hw1u=PQC4+k{W0?hS5>#1b-(hr!0lWSFc|tFU5NP1a zW;+rH1fH9h7B)G6 zte*1sY*60sW~y$J147oD`eY)r;OTO&^6gz2z>u3}JtmzB;)hyZ#+D?3k2^`=%KmI9 zS#0}ybf^GUMqA`Px7~sSPR8H^m&hQqq(-ghCPP|N5t;2tAq4;O{BCEI2h;qXq?~tI z@TKC?{lNEWV4}>CLRt9o~&3H3m>x+8A-*6y0J|Fyb45}5DvteV$-%Fj@88Bri6R##mf{Qy6nO3eu!w&xBIblvBa0y&X z6L2Acv%prVy$SUA4P4Xa=F9~1EezgY_hf>8X6};TdKyeoqvUwqQ{dIfGFPwho6wxU zYoyRU9D0u$qy*M^17VuvQrf>42GXsWlD~z*p`l-v_myLy%sVOJutp3}^A8{K(~5ym zQGbb3oKdiPEBacCNEnQm?AqhqwKwfL6v1j$A%p zAPL4ZEy_3&B2uA+Mk3H}S0Z}XK;{hLuFwYZL3}D?qs4f^*yC!>R zE1uA+==C;#)&hD>27NC+(?98f=vg+7|0KgyMX|F$qDgRI{> z!Sct65IWBwRjM5e^S>lJb&|rtneox_BT~U&r|~w&{;>;8z%J3kzgsl^nmJUJOuiSGbS922Jt_;M>$%F zFz^W2^*N)#e?Lo*NOvlPdgSh%h|U1+(@B2o^!U|f6)Z(EXTpeX>y?5x>7c3c-}Je( zRA61XUZA0w08t^{eO@k+F#q+Gth{gn$hugKy-Q1jqU)ycS0e)&jbp3-Jfwp+Q+F%`7~R{HQHI9s*up%?oVJ+)i@lg(j8APnE1i!%4hS@R7bG0tFG(gHo;!+bB2i- zCP?r&5WMS|FYsyz{CAHd0%jbJ{VCfBhmnt~OXQ_+pr$iSChQ7>0S_;e8V34)?u-3y z6*viADtQLXQ64z8a^Mc%{>v!(MqF>W(i6;YKDCju4h7vlAr4++BJ6NH$x0Lsg^~2n z>w$RzKn;DXfbEVz(6CA|?-fJh?(8=+RacR&7bRl`-=|tj!s{?wOYFyAXt;Z;`68I}&q* z)pRfKy@tfDCx%)KTBudvZ|st82n4os90x`%fMBxnab$u8N4ywjGCo|w-ij65-6Pjf z*E`j>q3}B1ODe@TUD0U%*5=I~QZP={81P@ob3?C$vhe&ECmeZxsqBf515Ooxc9=A9 zN3Cs1^;@R=u}<__yu^Gs-m}`hY3He%I755=iLD?JUnP-E->lp~>eg-SHBl}odSd6n zHQ&qF+m@(46kv#2_RaF_rIt9b)pE0R$2BDXG6>L1xsC3h{l2}W(tQ_^ zq;ke32$xtJl)lJDqQTjezUbUI3@!HRnVw3*ixH1fb=1Sr&Vpx`Xb#;!u%++YPrnzf zXOjxgz8K+@|AZ3vWqYIsF>{xHr~9;>xtd$ouA^4b^!Jd-C=Av48T7*}5d-TlSqFWJ zL@s{sW7%0gIKp`D`@To+Ncb)`{*BoKb7Zb|HZS|&>ifELl!6f4VYz$JK{x_^r~c%) zmd0aR`cy49V=6Aa-%jmIiN!ijcb50th-k#|+4bXgBAzI)ur%Ny;z(}XonDm)O#FDk z*fT#Cd*U_!^IuEGLkeRjjil4@=K=O@+Rw6(U07&ydt(~rSZ`!)`W}yg$8s+$48-7_ zQ}5ny?}$Rm>wpL0h)g}DHQqcQ%WBtIEiL0cHV}K$ME^;0M&muL4{__6Nw^e$+2z}MDk{co zeWbtlD;*=0mtqZ>&j#y>dfteIIO!=lrOS^f~KecZs$85hCb{RpPf7& zXu9jY1?BQ}BsqC4eBrjiv0szso2%@RYq0;d^r#ndb?f+T&ksQBWW755p)l+shxuRQ zCt?#xZf11OAInT_|87&bicJC5gFMa#$hBwFUw#QgAQ*7o6t7glzJ8S_XO7w-SKNV` z_sY(=R`J6897Cd@y50~8%olV;t%;S|;e(fv zw&NXj;`UjT)Oc!^5oU#2e?DryX!b-R@%rP`2?ElH5^YzVh-f*yLMMA79(}f1u1@cY zMP6mAfSTPQC=yR#Il1{_-{+|p0~X%cm-4{q5Y-o}B)II#rGxNI+kWA?Vj@O_W_X|9 zLc%Tcg)JOa3a)8Y-V*wXihpDL{iq6Y=tF#+)|eBDjt#fsHEAIjrq@jdkZIqVZUW((95~Y?``c)uI=Unt{g$ zj_8G~|H7&dB~J+0#J`6usvC}F@zpQ$%A?Wc zl8K3VDjBypYbPlj4?%0ARWaLtyJFvSf_RJn_2quG(3SpJBVlh;Zt>siST^-@-3rA! z$aQ#@{UK*rXCO;?#ldJy5;%SP!$mSGUKg9(E>1-2Ownko$9GVXuSB=g))V{2L%;W( zc1K0gN8y3#p2$Jh?nrVVM)4SaYBmnXnO7ycM>)}`?EI)CB!i6Kf6h2d=u`2#YDbgK#Efj`ZD#vr{BckvcPj{BiIx=>>j0sg?N1@{B zlIz_BKcr1xS5klPj-;EZ`!BwC#4-_sRF&P=aY(yXbFa4-PF5s))Sd}KyEUH*>7C(t zu8lb{cz%PEuyL|4-Hs;RAa(Q}Q^n$_0>@%FshWX8cTY@O+P zal0iNBfg}_H>Q)Y$89c4q>F+}UzuEo$)PB4@Aw%S(FMn}srHk@H*iejk@nMvmdJHY zez%Lg6-quRAsGy~qFhVGanSU~etvsd7AF|XtQrr-osK|KO;*z<9y@GOn5km-Ie}#G zczC7iEf~AiufKiB3)a@Gy{aMY0Rp+9TP;Gb0+(6;i9LNLSQcTSe5lR^wM3lA!Fp!M z)-$k>Cfxz%kw;^Le?mb1t*gz}wkUYXFbj~=jsW5YH^C4_Fc9jK1CzUbLF*uZ#3X|t4Nm~2?;CM*eMy}Ws4m{W>u^3JQR??~yD#D2{ zGo&I@PEG^?O8hA4P%`LP5LBInlc7K|w5leR3KfJ)7sqEvka0U%#6uw;bryUVId$#f1H7ye15r zT)2GZvhyvyTsZF#vt95Q6O8`W(vnAV;MiX{j)g>ChkOWpkoR8PG9NMx&&Y@Iv*F60>G;JK7C3MAzoxdG1^*0= zw+tlb!0$Ju&ZXb;Kv4L%Lx@-*z^r<_hfpEd%RF=!tS*EwzV$*k_zJ<{S>(uu2l)`j zn&D5~%?7W1u^yX9EU28m-)wj?7s`##Ys*{bL&rDLsjj0%VARL$(5PMnJN1SFzYG__ z2d`ppz1M{hZMsz>Co>cg*%L9d? z&-PcP3W0CK2<>ux5s2}tt)$x*L29ag!sBg)khikTBw%cr-!*n|>J=8O8r9Et+LH^# zpP&1`3!npIipyGiAPaKxn*W+^XM*T`+vyOVJP?y!r%lC` zXZ;@x=g#GT^upk^nGQNwb#gs=e>NM|54kn?WTnBI8!rxS?x%v3zR~%**)&iXPQRya zL<6s)4>qB#G*DJE7nc7+gWrQn+M`!!Fi<4^ZA3Q{l-Ba)pT3j|Z+wR}ch6Fx+P%8% zZYl{vJwp!Y9SsLNBmbhA(_t|Cd+%_=KQicEi!2^Im;!ID!|m&iCIZDh{^kbBL{RJF z4)Zxcfuf7r*KO=#VQs&@%%aMi47mp2G#t1%;YIYCnZh2k5gjZJay zfAE}k#fP8Y{z{W2p#GlD&0R|&sCKZzZOqvft7XmQS>7D0DbhGU6@oPf`6A(ybp z>(aAv1vh*dAe-jS6^cWgyU(0OiKx1tPqNi89=-R=N$+h)z>1KCvLh#Bk+o7&N_|BL ze$5EXra!!kOZ`{o9#{IJqlD^0%;H_V6Cqo?>*#Wwh^5Pxq0uP4M(|?f^7~-YOoQp> zMnyG)|8^e=O2HMiTd4neQ82Bq+^M}Z635Khb=8$b+}0!PceXkL{g(pvq&y^|`1CRR z-Y+pYwL7rQib%qDhY0bD^hEp}8@J|uQ7Vo)4q5Lm%fRU`hg1a>l2FL0Wq6wm1-lfF z`iQW|SiI-RdUqxXAC+x5Xk9_Uz#AFmzc3MBmT$;5p! zVwP#mDdiqjGVD~P8!a|y@HVyvMM<^xmo9T z*>O5fg{)9YiKL-*lQTQfn1+h+xLuM$L#I6w6VE7gT%7pPIz(Y$Z~p-$>5WWu?B`Mo zJC%!?ET;T@;aqgGqk5^=(lKVp-0WU@7Czk{;nrB2j%lBj&sq1Up+)Rs!anD86qzZu z7hjQ%j4xW7nSxoEwa})Q9Y@1OQRU|PjSPIkOQ2EHXgJzWn{Uxh!yQt$iN`vUaVe|b zx8Y$TmXRw<8_kl?B3R$p>vb}=+X{bcx|xo_w|XwRx@Tbn W-^UFG1Y|32~bCCJ> zjp*tI8k!CYtqJ~@j&{$w>QwHgp-OItC}lnsFK#^%|JpqrU-C|OBs*l`^CN~$_ois* z|9Df_=X3_Pw>G#IL^4rU=vnk+ISYlN)NBNUn3%1|N$urjAlI8w*UT6?(iEe|_wdqD zwpVBAT?8G^L=+DDBLhQbGS}}cV`9dg1=;?IT$I_|?)|AJ4~?4Ax$=JGV|~MG*@wM( zNFQ7ox#wLj`fECk$9!Sp(?1lAzDg#RIr>tr%rY_YvW-aAOfE_U++NvZn}?qoXyR@C zY)q_JJgXX1fYN^#+%jhhF~rSu;qoXOzs^{kxc`fVp++~K^*6FGI?@OyLs&Q`q*Gzm z#=_fDEvq|kv+>TauL;t-3NX_o>gl8Ng;@0wFVr3>#`dHaCPy*~aa}`N9N$AWdVQ@h zT@=ql$ElsZ!+9(e-=j8{FvY@*q43_k&n&bs8j%YW&Brm$j1*r-0lu$pxe;DmgznSF zn898}NHSS8NG)aK+12s_4i8!AXJOXh)x|==h@%}mXIXgXW|$Y(1s1xzr6jXj*w`iY zE&i)p0glLw&kT$e;@(3|w?mDJaUzt!m)?<&O|I3~xcBB^hfWJOzZVN%N%;}S53?}D z;xtqLHw($q*Sc1!v2iyQW=eeWaj4q-uH8}r8j2i5eTzao&%NKH_$nKtiEDIDh_SHG zz`dzck%cY4H$=Fqv#`7GiG|Cuf788xn6i7>_%z^cV60g_9yzo7qtwNG)KS`7}PbnE!9`p$o6Qbg9clh>?mlN^y+ho4=`pf(Lo)&xYPd*wy8=e%u zP=-rN-iLSkS0K}ba>OO21P8*NjPiyTpkEN`BmkH^JLd^T; zHBAUBMlFw~H+Cu|$TeVX)jnQ^O*uIa!bB@j=gaf_g5FYGt*>9+;8lXINotwyCreO9 zp@m@kw-kk3Do<#%6`_FFs!M5ZK6eKu*%%QQAZqdTh)$bFwYR z_5Xf|temdEwj8h3uH-T#Tx9=l@UKL+wAk}zz8dVQH=eV=YBX9iT9GtdfiKCMeCu<{ z@%=5zf!Kv|w0NsIa6+R3&&BY`s`6H%rpvQ_UF|9q_*>S$=}#4AUYT8w_bc%5EhanK zsRDVwJLdZFSE8=Nr#*E+mB{jY-C^Nhg$ia*I7RGx_};5$X2Z8?OpE+B;;vAIP9*~k zbL1-QdT4bpJn$aAt-Sv4`r2yTcQN$_xvv^`ZVBBeWz4~f-;xUlCu`8?41cnNS2g-j z!%=j74dyS&ZjAM-!PVIw5f@i-P_9?!5Hdf;)_m+{!gEhFcSxIeHii1MY{=3@V)S_fvU<1*x7UPP=GD>}FFwy$^p~H`A zmU(ymk}>CCzrb+yp1T|*H2=2#NUz0q;o01by>W=LC&M;TD~?8o;zU_u(Y!d-4%kW&Fne2rmR1CjW7p^*Y%?xW;Z^YPb zb1mM?>y*`8s6|iKC&MA(dff7CV6H={4jpx4{!&lX;^Y6WZ;G9)#mym_(p;f+xJ}q( zF8*B|-swmeetMxE9iKE+n!Tz;x5AI#4>T_Ox3s!v=wdBqdr3x>B-diWK%jdie;o#l z{Ao^E&WmYzT=RT;Emr>I+IK^pgHLm&n^xv<(70#og$>0V>=Fyvx>l?f<*MGfGe0fY zQ9c(wxvB=Ud^aa-t*=IcT+pX;pQ^Eoaofk!um&9m7hUZII2aIjMk1PBG<{> zL*juTdM3|3WT$shV-~8Ay>IrHuERYXigdJUxl)ab$)Vj}&)>uT^nfb$_Z9f@?zxfq z1C{9cG_~%BawYEk_wUzWc_k96`o2i8t1y@L?56SkN<5PAC`0&6ITD$dMbbyh(e?(P zc;Zw!c8PSnU1L>&hL;|+3EMBvy>)LXv7-XHgj42DFiO$MSaoVZsSIgrbSS4a%g~1_ zOz_268H)W<-`lmK0(<5Sb~kX!&}=WMt6jJV*QzfZIYKT*)4XZ7t%JoVE7!a<^rRG5 zO}_IUurJ5$2eOO^e#N-%xMQ+AnT;T^;(p<^d{ik{>@`=)$E(!a#*Nzx@mf<}x$?0R z6fjPz)$u4pcIT?3z+)_=hTNqpyW}93Qo*;~>Nyx}Gsl^lW1_S{WB3nJ9+JY=Kj8H! zLR!V}@Lk<9lvKZ7qd_dd^$LZZrg}{D_j8e7w=NfV*h#cEw+BJhV5f`u1Ob>qjx#v} z6cE@BOWj7f&~{7UppscOc-G8L@*WIsLTtFg1-m4r>H?8*hl=Heb(X2PT-&yp?n?&ud#CgDo=j+>)e~B?A4ZwD1fy5_-}a=Tz1b zfUm0VVvcP%@LoUHMRAG*`=iWho&7OzfoG?`!v+#8u2s)p@S{M4yJdL#T`F7~WOioRj5qgos&ux~`zhDO25h)x4a zRS0OtzIdD6Nr1Q8UO0%4`@)eMDclKHUEt=9b4H}MLC{D2x2l0c2G#!R%7F1yxa8l? zrR1LnDKgOBQd$I4FQepBpU~jpHObfrfk-f4vwym8FbL%LsWkn!mjLsoiEB4*^aJ_- zY(?G7eSvHIx31`jKR5=;&YShefj)0Vn8^L*|4~xR#m*08(Bk^l@=ufk+oy!r{XCTd z))I&7+X|Aw{6Ym$H%?SH-~iwbHNq|PsJB|wvq+HlV51Q3Xfx%7BE z5hPc~pY@C)r)$#7pX2yeonMur(Ne6-yub}3x zbcngdzv#7$J<`^S#>?3E(?_e zKuqhJ!8ScQ^mKhKPt>PF{3I6G|oc;yrWEUXi%bpO$zIVOB| z)|L)Z_l|e}Cq##*N@A#fjsY1~*4r+#8L;BGxW!Nb0|J*$KI1XU0T&nFOOYlyP`YUG z(XN64miU85$DRT40qP@KA`G~-E_P@4HU^ZkzKkR^FknBFf9tZ!f$liYSWz}Y2|K)*epm38%QL_?clV?M>9dkI80TD}- zO!2SF?zDnAU23taYa~;&6!P6JT z4ja>H&@o%8a%b76uN{6`gZ?ylON~yGPNl(5b&lKWkQt&(|>qFIvC$~ zXvF#y=zE(q`07s*=+e7J*cvJDG{U3>5Tix_n=iq@ zL@x%$Y|BN=Mq}aWm^l*B9TzE%;>bv5GUp6FxM7Q|KO?HV8^Yg6YrWJ|s!h2h^Wn~f^du8^lpF0`O z6r6Q7A4`PtJ>p@rb5wY);l~{?PJ&(FIrJbs8e|<`*=t9~L9lqqZv9CzY|-t1SD3kc zm(U>cWfmDK0*iO-DyD+J^~7f`3o1~jPF%L_hzHLd>w?5*<00z;kHIx>GVBl}u#3#d zAfP&Z-0cS$f{S^w#Ml%F4ApA-8Jqx%_ z@j!l~8NYQe85$1|53`fVFn%I`%i54--bGJa*N>3liGnRj$)5u1I*)JVC6nRP-qj;L zb8#>bDPg%zAR0syFTOJ4j{wadw%@dp!+~9VbZ@D72y71(63Ma(f%{w7MFK^kaLR<+ z&*BylE>@L(AS6aX6aO~z>f3R!MX%%3o)!|spLY`+GpEAP){X5Bj3jtfoOS-ia^LRj zukrmcuzVMX_;TJsK`3h>-jSQ(pBY8G`yt3 zEX#0Jx5aY4_3yrbhsj{PO`UDsl?F0liaw#A(qKEQ!uW$w76@dUSha7?g116828L4E zVEw9c2BjhZVqmq&ik`xoU5|Si@TuH7XNjWMc6ghLV zyY6FmvCHnV47oZ;l1NEOib7I4T)+MO^?p6`na?xtnP;Avd1QBOB_5W|gTLX#?13u; zIJe$ZSh$M_a>wYpzUujaMrKB(10>ik-{?iiB*M4&vH#*639wJNQEqJm0m^>-zSG)D zfE9ylt}8|7!Fz)Jr97)#(Ac^Zu--fuIv0|pt2gDro+-wr9n%DG@AI9zrkDr0gHtNB zota>n?Q8daC=GIh7OemEq=Skp+?)N90fP&hE&lXo!}cT1HKLDmfrm?d`RNwDRfQN7WGlkjrA^gvkw33$zuPT+oYn$3L8%3&QF4ycO?qpn#pUvt241($C+lS@k0mA`j?W zI0|QhMRD~VA(0&T@SG`d(~JPAT10Q9P9ms2nUE-JC4xNR(+Y(QBIx}cDRO&31exFG z)-_BLVb`?hjiGl0*s+&&##V{|AmnlN^fm&tJQEBgOc5YnIBIvvo_yFy<=f=TR}9A! z&$GQl3W5D&U_%0t1TQZS8E_Mcz?7VB`PobWZ_xvf|1}aIBSEJQFA(ADVN>@@9864{ zt>>o_;lZ1|sog##u*jaZKQK%Jt#jyMlA8~q2OhBI{fMAZe$a6FXAa19PV6-PFAwt7 zjt0$qAb_vZ!I7_0M3Caj<=*Z^1Zyj)_%r+R;j!v+{~PT>$SqLuA`cb8^R0{e{^Lc^ z@?Tf|{-r{A;U+FA&{zPx-$K%gZ)N< zIv5_zEIAOJ31221)(B=3LARyI@gNpJ%(TqHp^1F>s2d~sB8mipWh56zHxkJEo^I53 z$cJ6$#N#9H6@rAfH9><>4C}wKPscwm1b(_u_t#|-j2zpXCvqnj#(q_<-PxQAjbH!h z9hT39;PT#GC)5a#XJOR4*@^&CVv|?CiW6Z&lZ=%2LlQXr6aAM}SqMIQywdl2Ip}9o znfs~${CqT!WSkG8aw0{}EFu`Jjt(nk5}@kn(}VufXS0oW}a(o>Gj2mYM5 zv7^UHaLicpd7l{xoV+NE_3ubP@Y7NHZIKTFycbJF4e~)Rx?la_d_DxKs>Z*5oDYc) zXVg~D763{;Q(N6z06}*GySAMz1l?PTaSYue_{&XP(YLu6I-_>I7Pc>jU8T3o1P_)# zaHYfnGw~8weqR}P|4<1GX3QwvtS$lWqxVDH{Y#)eNxwCrw*)@tpT8n;y9~Tok@x@J zD2KHB2kM9y%Ap`bgs|psIm~HXWRyHBhqAfJ9eYhHKx?I4X}w1U#MhFr{#6A?H3)iZ z?5TkHbl2u0Lo!U}rymlnr9gysva*OH1%#!x$E=j5!tg0C@v@gx&iyD74+x`z<5Ijz zToe@!em;GOphg8ro6`A&5egjEVa=MTS3-j^wavS;5=^SM?HYew33B7MT9Xr%kRL;; z{kf|O+Di5~KfG22%bxexMdzzP*YVJ~PTMM2Th%q$bh8Q;eny0mgR9`{kmZpfp=#L4 zHJ4Y`Uk%BF;g|2NrNIe7!c$R28m#Wvlyu zFkn={x)WOQ6l2y*LEEpX5`&$!PAj`h{cC|GNo_ISh9Xrhe?!rG~ zW`9^P@wEL*qFWui!7flH)DyxGV z$&39{<#k}H*tNCIydHG;&nXB+)kE{A%RAOI)I-g0%XgT~yeUm3?5;pM%j9?2X# zthg0vR(bW%pYrnjs?BUDy1^0>JXsH+{S{wc?PY;cH>rmiP!AN!_qWF5Y*2%0sXnbn z`2F+JN1M1tpq_2K7#i6KZTF9l44F2RGAbRVDuiGFKGJabcjh?NCHc7hnSQ8rz$^&Zy zUp9iUF~fi@)dZ&+E_EN^Lg4T9xN+w~Ba9#N`s3T!2!CIMOlfvEg4%O)-*aURAS0Br zWXx^=-Orsfi5nU~@B-UCkQ2}14Soxc_p;&ged8DfGd47f1oFvyv0+|Gap~C32H=v+ z3UsS!0Gj0s{zA?^i<@{Nm>=1&J?FqSq3H$)Z+ZT)=O-JQm||z#bQ)l;a1+^Up&p8b zJT65Bvti9}q^U?dXTQsRrI9jh=*YrFjqnCovwrbE7Y@&kTidw`vl_vNI^?x^o?}nd zO1)H+gF3mxvx*InBYdse)}{gEMpS3lerf=32#nBXHiGN9lD}t08e!nOYVJwtMo`rc z`MYVn0e&s)uQhjU0HeFFy9%5d;C;qfnYr@~Fc`No+U{xt_;lDTWOL;0N2LSJEE?cI z(Jek7CL0WIv`zkNtB1Y&7%n7W1A)5Y_Q5-B&?iMFZ}DY=ouq9J->-VeIr5Sf!O73q zs=&q{oV-xKdSsAZSO-l}dni;+{(j|CQqp(jN6~8`Y5Wq{SynA5`|0aCF|hNJ(n##Ms@HmC~M_= zxjK*y64%>0&jQy|N0RD8S@1dYOR3T;CLHpK96Gdz3FU>(>AUVTV86_-#AbOWlo(z- z)pM5#^Q*7f3=x@dIaAhx#%4n7!29Jbx0z6A6Raz+z<|pAGKV)SFyNN0bN+?=T964& zu!4mesIO}T&zm*S_pJX!?0>c36Qb;LWk)Sc-L7_@vaE&luZM=IX0@=}`PaFjnHt!| z*AZLcSpyTlGc~7~bl_3??J#0X2MDUJzg0|w0sXb>d0J>Ndm#RHD=!^x{URQF7f6RU zsfF)z_2|%{@W{emiw+JCA8U@XXb@tqC_8nC2Dx+cWX;TK_}-%SIi;rxwB5gjKG<6Y zpC^AfmDp85hwTS(_TMVFzxGk{uv|5y+YAK;{;2{vl@n=P9Q_1M^L&X2PJh}HTV4FQ z5{{|dG5Hlx30l=ArOBRD_#zOOsBn-1$2R-ZV&f=aKs8h&?xcdn&)wsvpHt!c`R!h3 z5~$E$I_T9SK!vg`8+MB6Q6S#vU|mH78B*mAZQ0sg0Sud20sVn;P_FsZFOydWsjD?q zXBnk%Ow%^0JFyJt;nh0~>&hYXnM>$MKsmT8_oY$Q%YncC>hvO|3>q)#^<^m8?Kuf3ne88rPUeF`@7&Wzngx(K9Q<_ICm)_oCMEHGA%S+X^)uBC zB*@+Nir-$C2zSp8(T@lVa8@o@;aTNg)1ofo+zGj2D z{#T>-y%}J7dwE~F&I6b*6q46?nhH(#H@)LsNQWiCGYX1rVl0n55>M^Add6i88lZ( z(@g{O&u~esFBM+dwC89ArUE1Glj+g>$uOwcQ}n4k5!9@<4a>yDf%m(ep?4djpAhIl8o*6$I^SSL3^)fGdmWd z1$)9=dZM9qK(UxO8VLpA?)?J`x8O@iuPo255YRbdeWu;lAL##{Dz>Bt!1G?aL|}%2 z&Q`G8;1|JpH~kkg5E%j4)%5+=Y2je|I&}1)RVZB99_RKnSp6IXmO~`;XaQC-*|w zN1FAiO};R|djCbz(id#hYpS$#{GdH7Y~$cFPk8U$adKUtBdoA?kJ?!HuQBMD^92{n z(-;(XYp=n8FM6Ey8gG-jf`=U0B9Xej_(*8~Li3CjHod3X@rUolCbA1(>r++yGud`K z`>Y)X_}%*;72|~J=d4;C{VrlSo}P1&xr%R(*nAW53`6QZrmaYGBrZl2fB#0lg$|NR z2WKO1;*#`r#{RAlY!81h{NO?eHm~o|dOLa(8|Lcu43i_!=cdzH8TC83*r4{CIUIvr z+fBdGL*g)hAKO7vKOS{kKI>S^CW+85{|rReC*_$j3RCaqi!0d;KKFEXL<#x7?pBLk`$PR6CFz1 znLX(!V5X3HmzastXF_v32hwmfC3VAwu?LtSQhoZ(k5mjh7$kA{TPl7DJp57aQ!2V| zixLbwoQ6|>SFan%NJp*UKtpuT#OJ*_VY7x==whJRO1(`VLdggUgdM1v2G8L)%FAFctjBQi4%0{`qVMDHUxfnxLestM055umf7tcH( zV0fgJ@V!I=1|~<6`y2Am$Msy+^V7L#VmLqj-Ygf(sh)IUl{|FcYqv1UO+YeC2gMMrC^bnq?NCbbEp? zcW*u}q`ICl*^-ZU#Fb}E$4Pj&GU1o?7zwNWa-^JP^U+(|sn6OnAH@YPQv3hrBd>~S z&r3o9MnpT`IcZdgp{m-d^&y4$twY=7;`0JDQSh1>pUB6?jKo1 z>#h5Bw*V`3!{Z~G3ozO+Q0&9`Ld?o^Io>T)gbHatGfsXj!X!8L?<0IgsJSPlx6Qr~ zohAOLw#gTw>eLOf-J1&WA+M+_*Qr9hbm+45)7U~>IrqZj%kCoFd*ajHAon7C_Q);e zn_w}%wx0at%3q9sgmv@MrwWm1Tz&VQKp}qTd%ndptpIx{8LZKi0t{d;@S1aR_DR0G zy!AjKPN!7Rzxx&zDQ~Ma`=+`H?I$!FT@iP))W5`i?H#L zX71rvMaW$n?{!Uy6hGygdddO7M&0(H%pdOR)MZ|B(-)C3tH~snsr-QcV18HgUisjcGygw(F;lH@1?v{lz+Y7SF#j?EU1wyCS9xEu`O!D9Myzi`faCnBh{q z=kFvk_qG%%@uwoaMaxiOG_dqxNE!Y&XhQ$^xeOymo7B23%dx6`=Zf16wib|2jcKn32Q>~RQQS%F7g{dYIzRG`oN;hL%!d9eOM zHKwiRTMFJ?jqzHq{#lAvqgkus9@Ev;`2FU#04MoseEmc3LWo5*Iy`LbjJQ#apXAHW z+;~)twL}T!6FX@5swi;{Z#)evN>=KZeWzh1GqzQ@mxe0cV{4VeY3QQ#P$njfhA$_& zTE1SVVcDK@%Zmv#EPvSId2*13syws>Cq+8ON9$KHZ`1KOi@T)pGaYU3ulUvFQiEVo%pubbgcAFx!5*EM^BTk>5beq*v=mBX**VfxyRcS-X_&x zeDIw$(LZW%MXkKWUC&yyvs=pUa;wF$?WFd4gIZLbJ&k;4KXM?rKE*=d$%fmpipnA12R|c|u5`4;=8Td%?<2KeNCiX?V>x-RWU}JcJVp9zR zmxS$>3aS|>oig!DCXInSeTN&bzT^By@IC6F!^Ds68}#F>n0Q4kBJ*_?6D1oa7&qsc z_-9e;?hjEGDqL#|4Wls8x$9-pQsIue%Piy$QMmS##KLtx#y`K?uuv*#Y0!0! zqi;#r(e{>!d(T>B*OW1F!|gZvS2?^~Qp{iTzh>e_yGi*d4zFNt%IR zg)#$-^mE^s7=Git$25_N;=59Q9*Ab*&+F4UKckqaElO&j+~)Y5v^L{)HWMw^h3KB^ zc+&PocsHS&Ott66((#DqV8gwS|tn8DpddftRc!3|@ zBOLs!+t> z@}{t}ehM=2%+-pwl!Kgj-ENKhWXZ&F?iZ!9o=n`@&$ALUIR5_1iC9s^@&EPC@D_I_ zrYzPRJNK1=mICPkJp=~U3Phb)&SRkc%P8&iCFz^ zBkz;n=+nhO0kP9`=T8jW+U8-Un#I6glM?IjO$_Yvo1UC~S&M=}D$#H2Yf-{O^K>Jr z7SB3v+3n83HwWiJFRD$*;jWu{Hz0mmK*!$=CM1H8?7+?zD%y7JtZ`4471} zMUj?23v|<3ycMPJVDecFQafK>O}D7Qr@C)S4{WHx3kCby*2>o4MrVHB@pUzr;(nU- zc5e*^8mTotHmSkXnL7n7!8NGD6_8clR)fY~*Bowh>IkK=ow{jf4ZghFvgJYt9ebn= z1Kir_xHC~BZ)XJ^qc?SIQ!l5ZbYPeQl+p42M(vX0rF2a2*1Se&rel%v{27zgHK^Ya zUCk__qrcHLrGdkAyrdpoc2S6qViN``ZnHF$bL~Cv`kIE{KMJJ3AE05Q>&33I85+_i zPTrOlq@!=V|I8b0I(|#^SpA6eJ*n6(t@1Jr|NYzRsl1JbRyIB3?6=jpO+DvfV{0{j z8`h!`+Bx<5KbiM*PQ5OSYu@_%Ni`OPsRix9d4s z?r17TjTt5Vc}T^=KJNol(v`T4IufYv%ISkuD_d@Fqu{E{lZm=_$>{G{DLX1pM*H41 zR!0~WNcy=P&#tY&b*}q2M9GoSa!*mhVJk8wUYMQAyhFwvlOxH$r^#66>1V!Mnv5DW z>o*acKA!8KbNoS1IogkIMS<>eTxYS#IIOcA8F4!YZ1z>)obl$4MNWSYD_v67^dlo5 zPghQWFa@uMD_`XCCgbm?F*nkaE3ieedgGZh70BCvVv$?10{;$m@aoD{ATc;$AwRkT z6_-zGYHcOsx952z=N2;l@%^}Zvl9i$Q(IE+c2Mw!_)4=6_bIrGXIzTHB%@1E*dBRF zGN!ILe>`C=8BY_vdsm2(k@1I5_{9-2{!}-J94aT{7kc@VSH=|dU$Za4A((=1jy(-S z&Kxm5r0906oPvLz<^MVTl8l<&d=^RBWZbt(VA^{Z8CwqpbiP+1qt#&^^RGYX23CE9v!P%zu=n?X!;Pvcz(pYB&`ultdnpG#`;MY5$LTMH>I=qr^XNt;S4Ng^#ucFB@Rw5U)~)|oNPjM?X? zBqTdYLZuQyLP+{OzrWtkXXbtHbDneVJ@?)g@p?h|1QqT|yPiKL(bFCS(tC>ok@d}|9*>J%X}m* zto&9zoesmLl$%3q=`ertkmajE$9c`xY|f*6FivT|*z=kO?uv?Sughp?Z8aTRUrNKU z*A_#@3mV#%+DGQ;eqTr4-553>eYCkrDwBC?LV^vC3b*&ieElu3hf z<>cqXK{Pbz$}Uy3q2X&>d}OvY4MWn)!?gWqQ24GBcQ=~`j;QeG^O+b13Oy{3zJa~|bUn-hc)DBRQTI?P6W-k>t`w~4PVySo* zd}BgOM1_VXJIjAR4e|$6s_L)PFh2M4VO9|pV=Y62rR@|1Ui{@HkxfBHA>+2wgBNJf@cok8)k=e4k>T&PsZ=bn zG&p2iO2I(2^WN}y3d%=4TZUsPh=05MQ@V(PTA3dVKZ27U!uc~0N5${NW6B14G{`8+ zh+S}@;pLXoPrCNepw_E;3s(yx+b1BHmANOTuQLwT^XU>wR6jY6l z4*s#EqH9L%dcX5jR9RT>FZ{pm?3#_^Ry5em)(GM>QL*jzujP7TRCwD5@l*d&@blc# zgCz+R=xVuFMvPM6XwG#S9i~9eP)s(G@Y(i#T=)4H6(uWd%;Ij-V9O};DFYRy?Q@8?pGyzF^ItTF{!vw23l zF66K3v0 zejdIz95GNa$b-j}cgz&zqB)D1IA55H9?>3F(xN={Do(BP+nWbl?Unbo#pXe8L^3mR z2?ggrxb56UcwO^mfm+s;JXFr7>+Q(Ph0#z#)U)hdoWI|bydpCfj25wy#~Hbpm`O9f zV3`NgiCfQ1&gWrJOKWLH0O581qRAPa!9gDHxZ$vFKwt1xbe7;gsYSdg3GvZhr-b zb|+D>x6?=Mx-J#X`OynfiSMMGa|@{?zT<0j)nX3Ocak&t$Da63b^P3(>)}+`X@7ZM z>qvv#rYOH-T#{EZ&dR%cXb_oo1sZIlL3PWYlXVxU*uSv6FK9g#lF3gJw56z6JCVS6 zb)SMcvQb?N&8V1}zIAWZNh%zkDQY@QrD5Vmp;nw34H5p04N+pG4$gJhEzqZ8VqV(O z?idOddE7qd<4C~*jowcK_7vP{Id;l(JIVW&%O}5v5S|lfS6F@{@h>)~dG4UXYT=8C zncY;pJm|GCa1IrfNu6_a&XM|Ng>6eXL&1Nak8bT>P3p1l^uJxFC@@_=T9#Nx^31+# zS&BIoO=}pMI*r6n^z}nUPiT+d=zH0q^Pd231loJ6@Dd z$rVyia=$I?Pd^1Am##^@B)${8kmD3HNJZQtjkRi|p0h4t*nCMo=5N`TA?ZYee)_~G z9)k*%+}Lj8Hj=kaBMLQ{6iEEuIl25D1+RXa+OwJ{$TaYIEGta~^Y@f>ctXXfTjkQv zq@GvZU-((8za#!w^rg4>ZwmzvGWj_{epIx?oU2QiMZP!Aef0Js4TI%d?hJpRp-keM3{#r; zdHwLA!$j}!Y$a8V8x6^Qn7r#;SK?nO z(eqdRq2c+-y+2(_hz{asPw5VjzQ~+$q1m1a3-K0DyX{o)#R6iAw^Ctl^hD=vAQeZb zw&R|kNxsu&zjGmeGqb@-=U+Yz$^BX9ia*jYt5&ANfcWC(q!!oPr>Su1hmNQh!1!jxtcaXe6T)JUtmbZt@%k~9pzN;L|O0Ej7i>4nk;s%ph5lRR{zPP`B2|B z8Z4ebL!N3$;>~_49&jF>(&(jvrM|l-yo-uODnF+VhS8AWcec~7kbEB|)_Q1LJ|=z` zdHj>5qe;oQK<+FZ;r#I_QD^9o?Br2SNYUXQnV~W5Og^5ew=Y^_o{zA?3&Dw|`LMs9 z86xYEkCF|^0-hM@+lF0N99Picxi#CUAcT%qvy_DUnUy8L&w+Sk+kK8bkJGt zRE5EO^zX@;7SW#%Z-LK&-@W-*86nuAHM#rd? z^h>G-9T$z02#D;$=jK_(XqAX?@@)#bR?h8 zeERA?I(RxYb6pP6AvM}Kwa1T+{WYS{4LRh!r-|8JGYYWZj&W~fV*#2tcg>`A3-H$U z-K-uV9e)NN`fT!{W1UQG7Zb?g=Rn6mM_ySr;ZHntt>jC> zpPyVi(A>k2TsbN(T5=>l9n(D>S4 zssP3k|F&tE7m#{OYf1MkK)s>Q%d4ycIC->QG8HR?^n3HNS;q=d<#Ii^HlPp&R&Ro~ z8y4bLQ-Fc~s{)8Vb=MTWEP&i+%7}SM0o0-vA4nN4z$%kFr^4h5k=tUNCA+r}<+*Q< zKH!t*=C%D7dJExw@r2*<1q|$z_j@?n4ncIOf@%PB3Dy2Rlbb@Cxx+B zH;Nf3n)~|Z_XY->=Vv`rlVIYdZqyZXBPO021?8z;V4_RM%JES>6J;Ny9{)07;qrd! zR;2_Mei%!**;}!2|F2Lpa}f*q)y@5%rnAteG=2Z71uP8d%-ZPb#=`UF#&_vpp=W8w zSKl5MEJYu*S(}THd%tloB%=sxU5;;SnJfY`FhTUEqXk5zepIm{B!@4TX}m$&sdPwCeh_Sj4f>@mKz-hav}Gr8Df8yK^96^|nnRh6AVd zZP_aWIGAcRe14A;2NS)ydu(DkaESCDMG^Kb zx$^CCun0%o)x{gMM37PXpjR&~La_0T`QHYFn3z6mLz1Kjeho=H3l$LtsEfNJy+vp} zmv<$(M1(-cxlCV4z$>$?aqA`^v*x3_+I`^g4~L+QUV!mRR?RU*z|2-B?BTcw0@>IF zW1}LBF~&Pi%LDSNb7uYA4*Yx^B6T1h7@F`2E9C$sh6`8E7z57Q1=pmi731KtxYY?A zz^&&scau_qx387&9gGBgV~-tFz6#9M&UUT60$h@NcQ-JZoUf^7x`Ybw95c*+Y?z`{lmWJ@`%5f&o+&2~)+trkK({^Wa? zcp=L6{Z6p<7vkxCb*mCnAzobY>apD}L{zG@F^BwK%YC{+i9ETF1dH#G_uotZD!&^i z1n)<}Ik6Q&7?<<(XEh6uH@GC~V~zmJn@_bYN)%waVm!S+L4eiKTjZ?k1qhm<|7F@g z0p1x*e5lkDqT+#nt{bUPH@@ZjN=cZy$-Cl42(2z{U(gSCS=px}7+%pTcM3S7yP%;5s&Htk%EdigD2THguxikb~giujw__Y}^V+ zJ0En0jmy`RekLwqB2$F?oH6z3A6VF$GI?WDJMljQ zYjH{e3ri+xcl0`0@EcQcVivLB*mQc_eL? z^}l99DS5io4s#}Kwr{G*lwxA9Xpqy>$iRK+v>i7E3>aH$4jE=JF!b`uLne=b!cAX- z4eJ>2mW$qHRLj8b(U_sV^O&$(@O9p!A_n3N*N$J=#lZMA|9@rXq;FK|J~<)9z;_$7 zuEofm&XOQ)cEam&*#ldGN!ptGy7LX8N4j@w*Tyo28yuEM{Qz zwQlIO^(5|w!wI(Q7`Rnta**+kyuWk( z{U`pbFNE5<@)Wu%>2Le&DvoSpAft1^X73~hc9aV=5^Wi%QC+3f-&u%_suSl6<}grw zdrhGIYz8K1KlcUeG4R6o;d-hi0}^XGbgE()sK~l6|AO!}W6PF@E5(T}*NzPvRudj} zMVcCTF_2Qsd-{#=rSUx?LRo`>&rwIp9L*TeRLeLt)s%q)zjIRV-(lcFpG9~u>ATJY z`a4(ZG7%>TRuA0Ggrrlu!=FJ07H*igag_Aq#Kku?I^r47o%^NpUK|5e2HMPB*BMy< zWb2i7J_Gd0`BCHl*Rd;<%OtqY?nsI9B|6r*_(@(gX2PR2B;?Z@27*_Joj!Smf%%_{ zpJ;|N5Sl8QuVsaJNe%d80Rb_pg^lZr6E%J=&0>>`9( z=AX8WD}r;%nFjjVB3uhpy!s}p2y!-U2D+(5IK``LJ6chM6h;4jH{t_nk_Q}Z7O}D0 z%zXLhFg8@XudeO8%f=AjSMkDXHk8v<4yc*2A-8?1zo|MKb-Oo7eoCjouuOlQAkB#Mte3m98b{1N-ic+oz@z2rF zAx}*X0)-!6h_|rOyyx0`hi7a=e{@TeDQ07PqrK$rEaHzFeSUQj-&~ql>EbEDL1*#J zS1m>yynmxF5pkY_Id>f;rnqpB?>&GpX2x9!tt;fn|!4Wpcw zy}lfD{d?tUI-7&LrvIj{AOFAK-#!;IO5#23&`KF0yhLmr{36RileCd!vONbG&Xx|V zayiKM*>!Wz4-Vpdg{|x6aj|YsjE<=b7g9rO_80% zlD@QE(l&)B&xOlH_U6kwxwxXC>!*903)Q0MrPaAy^bIxZ9q8jCH0N~Y#1tN~Yff(& z%jCi>b>n2t7B2K0RbC#o<>FWL!I%Y`xmX^QDOGOBMTD^PdTI<8XGPVMTOV>!a;etl z6O)U7yl+c%M!86OWHG*fgo`6*)<&=Uz=eS*T|JS)Mf81*4Kg|8cfX1AC&YL#y?s1t z*;3MfpBq=r3E^QzgPJ3^fd>h>w1e|3`S`ee%KLmOA2z>(TD5}s*nQM%x$$;BZbuwm z$XLLK4pq(e6q!dI_=?$wHb|dSG9!HCYF{*+ zwpxJxE52gVANY70!!vsk#>elo^y;4{`Cv)&rcpfjNG|;lNp{PK&|%26}{K_Fnch+B>4~@wWA-4jE(uQ)_nG9TROwT3cp>Z`_gR zhVZe;WnfYB7xTg93`=Fu#PySt$6!#RMTxL)z zip<*qcFx`U;zAV1+ILOO6d*%xw`zKv0RGEwQ9eEvV4cBK+w>R#O#fMb`WWX?NVA$BBG2(>LW0S32)I3;`V^R!+e9BSr# zc+nul>mI)Q?f@aIqMWPJHHE0raLzrhA%tg>S8vUr0QGkDQSm=RT_?oz@m%}09%Rmas=QDxNeHT&_uM!2LM-j)S%=gKaVfx^qIE-vGtt*V zijD|TCwk(2%2kMaE-!g~%Lxw;o3on^3gPo*dOMZyv2czY^+LH2i%ZM(^xK3OFUpKA zRu|#iR6g~ZlnA>Xzqx;)LV=8ng~HsiaMRWB0No3ofh*? z1pR;JPdxb|)N6JoG;u^&aBQ+OzDR`cS*o6MIz(9SOi@r665)2YqE_k(0NX-+uO0** z(aV0xk$tCXJn`$LR-n@8r)ePBuXdDe+s3d0X3iZdJtPKnYF^G$A?L`1H@}?UCBk#o zy!!sdK!c^6+HMO#F88rTkprN0W!%gzf$T$n9Cz4!0jjU+gg%P{a+EuB##RAW_x_!D z`b&hP#oEhV2SrGGt)@8trwGbt|1{P2i@>sSrw_~nqz)arIAIM~xxcx%_#Rm+a=csH z?*d;RSW(?i0UwS}nHe)1cyfQC#5%J7rELyk-_r%^VmIBhT|}-I*mnEFF+h0GIgU&A zzNsq34l}BNrkrn!9!@L9t*FF$G9Ket4kx1V957bcy#C5rz~NdR$JiIB-EOVk<^x<_ zCv`z90vH)x87KY@xT)Zry-&Ott(%24`buPPRC9PeqF0QLb&q59WQyTD?mjt7NcO|+ zYnNMP0$n5VCnuf&y}M3bW@i9be(etX%LWwFj;yz=1lgyw3j|Y(;nKYLQ}fJXr2W#F zbL|&!RPy@zO(}rtPYtnNg2VNJL#MgJFUDw51oOc`;{AqJ%PeZy<0B1 zfb(#s?L!f;o%Ls-3&Fwn*cvK*6PV4Kz2Jg5uq*V<0pr!c`pAy^IkG_e>`%<2GJpbA z(RyqP5Hy-D!>|PwYFa#U^p0S)$j0%&aH$zK` z;TZUE_v}9;&&mgmUE-2^^K!gQIDq+P8|AZ)3IAR8@AV%MJ)f@5IK%|f@Aiy(l00bH zVbSP6qZkp&DQcYt#rQPPVxFQ^3?uPvwc&lh(1(*BW>Nvczx3`9QWrj3FRFGr0kAYatC-Dt`cds8_-X+vK=5e9Dm&E(Ow69ei*R+!&)F}NY+e^_{GvqnReT607@R$ z^!JhaY>3Tbwf`nKD;%TljR1Yi{)^6e2%J6MB)UlQa>BG@EtTNVmCVWZAbRLG`O|fb zh+lcAuRB5VlHrjPs!QslH9+;|5u!_%Pf!21Mp93sf9i@Gfbd$+?H36jrmhyU$7cbO z9)}0FeGy@IQ=hRmSA;)4jmnzDKTH4B#LBZp_#XfO0RR6CS9dtpT^Np{kZ2GJDJx$o zC6&g}vKmVE-c(4EoxPPkv-gbmwY_+6m5eAwLm?6=m6Q>MzW1;Dy3YCip65FE^PK10 zcV__WIPV8Ko-c=WEwcl>*D|;jg@G4JgBH$ffa#E`(jf{Rvr3=!OYG^`r(LC?Y)6MM zcflWBUph9%g;Fjz(~%T&xLtP>aQ(f{%3f=LEp?XLEf09YsUxj54=jjSadCA5>UGf- zmn#9*8!vdDrU0RIw$RaJz+Xl5Q0#r+btq4-#RFjCZn^#a37}9^aO|vbGd>TUX$w8x zjCZlVCjQFJcqQz*-cYa^UtVN61S|lQA6Mr;jR0*uVtk)#fZWAv|Je)!Aub{}4-Nsk z^HUcbr-8|6p&l9jW|$rQ+iSa{8CSXVUJ5gC!&MQ9I0~S)@<>aa9#C?|fJWH^#JWAo ziCG1l|0ncZgMp9KX-QvJ0!-tFR-a?w8s@XFy_kVteG+ynP6D^w@{ZhG0oV!}$8Ij7 z!`P{kNil{F7O8XhZ9M3>Egdnr-JK3Kt!i$U2s$*>1E*WF>9E|{l(%z)4zZprCMyx( z(k3(egag3#FXw4$@9Bt?|6Z$?%7_>DIB;zW9k1zA38DdXSnb)-){Nxk&de; zz1C$i^7G3r8+J4Dcg@*fTw>&p=T}vZGX@5dI(h^`fw{Ff6A!vg*c zzP@c~^O@#jOYL)-sB^_~I8lOFu>DZ(~T`1eYsOxr~_(5@C z$5L|RfFm*j!In@?2A^BZu2s&_kuIJYtoVcunY&g`A5GKo^=a9!70STb zZ>uJb-(d7j9G9c$V?gimmra)@8FlYz6*u8+#&@%#rQ%M`lop+hz-iS6+zIvz}Q_lx<{(N8neFi)f-=X`}zETc|EhUZ_T z^8mt}-U@f=bSPBJt$gH3#~v;=rCxbD)|_`}n%lv+=kw>>6c5qS@b7NBuo?Hju%~)_nQ5j5+dCmHvi( zHy!Tj1Kwu5bXae_v+zfX5%0&3ck3CrZhl_rhW z(=nzRn9NCQf(J+bKYrIHsKjosGc#>MjHFY`S(7Gwcw;JRttNoQXEFl@pU8wr1r z)`aK&BH|}1ns7Go-pu!(O?aol`E}d9CY;{yvH7`n6HNKO$r|xA;b5uSkNumPFr;T- zro7aMrpSdCrk@%y<5ss{pWm933RgB_Qa(1bg}D(PgNw?KcQ@kWSLaO~CmX?E zX1Mua>RU?U?VajSYmuj-d8ZD{YKhW*ck8e=c2;w?p$_wUZ={AI>#(0T z?xrhOhnS;JPoxjjf@A+F-!i{iB$}SfyKGmB(@E8iygId5+hb|OyQ>x_uC{QTl&*zh zTjAs=e=P=+8lR1r)s@<=~ z@tZ@vI`^Ty8kL69o=`JY_bxvykDm!%PPTosMLiMEAUcH@SnjX z6*Jc*Z>j#If;Cobqgy`}d>8Jk_zqHWRJHlj-QQGvIX0@Ny+8$TD+&=!Gkt-B@QhMdJ(w+jVp5LA;Z&IK$rIEwt zM!`U&Q2(C`6l6;}%RUjK;Pee!EhpJ>uu6pmaBeL_66NAfJ zBugOVs(9$CSux7@-_^BcDu#NrNoN~NF@j7>FR`!}98*b=OybvQB~GD9og zA7bDZBO#qC#=7;DC#udf`KV|5#d2M|0DSAL-t5#VK+new6Wf{!aB$?k15Z#sd@A3S zuCLC+Y~Q=X!rpn1I;%iguaXD*3cj5qig}1q=HMzlod==e?oTGpjD5jp6B`Q|f=ceh zL$wq6Xrk7g$>zvMi;~=uhkPEg{Ynfzrsg8cS?ntBzZ`t(<+$C@k%Q&m zsy8wVdu)Ci3&mt1SoBt=j&T;2Yx2ft;M5z7N=va;HmbbC(=<9b@1nll~=T_4V=8!!Y?v8a2we+-=TROK53Vi46yNLQyrk;Xdc?n zXN@{&`?_N_vCfx{Bhm9 zf8GQp-J$%eDrNCGzR_hq`XX_7_2K*NHy25rvu?QW_DjTP&N%&X&}pJzr}E_OI%#aH zb}jMUcLseD$@Z5-wQR)Ij(q#Kl5;xFj_eCd(J3smBhCgK1vgsl2Lr<4%Zv4$i<$}bCujWB)}rY>a3kH`7(27Tu zzYW_D_%kK68*aUd*Cx$O?N4uttXJO6br?8wZAhA_=Ka}rPyabuuCk8B%r zipU8(N~X3ivo-5pMylme58qBJtnf&iy;x+4Qt75Jo!=&)NW~P~F)_!vHGDf%&zPZQ zzEeB;?KKR~emV2c-X7|jDsJulx4_ps@`ts{9hpz41*FvnUA9NQZ`u`rAVIeKHCqDU zoFw#Z;f5~+cE8-S=At*~xktW9H+W!8z#ip=F*h_`^4;0ni6fC8>pC+u?)dh24FEwQl%T#~5_8J+T!XZz3QV>NA%C9zR4gOOgI%^V6L|?i{O#b9GYp5L~ zQ~Kw3(i6^r@6n;Ygo{R4T=aiLkGX>P^FrfQ<_>V)uuZ(0)fHO*jTY>jy^WyQl3$yH zJ@LNjs_+IaH(d4TR-ycH!-Ub}ZtkmISj~U_<3j^K6r3&|IOHFQm7V#lDTN{Mm!bTT ze;N+z<42CQQxTweJ?$!A6OE2vG~T9)NOYY(;o2q_0cDTsV{iQ;5R%3`*pU~B_sQ>W zJX44UhfvF&vh)~+@pt53Fp7ik`P_}loC#3-*ZjtEYZ997u#Vo5ONQO8n$_#RCt=S^ zH!q7FNf?qptM?==2?xY}3cqDZMyuBG4dF-b!Or~2N!pQAtP|Q+!K|EykOy9gp(oSf zujN{`JtYJ0`{#y~95bYT&xPG*S~s|i@VG@eU}*TzWT-$>}oRkco=!>n%qP_f@E(j zSr!&xc|zvapY#G~JXZdbX<2}lSNeN}qzfRX`tWUuQ~`e9vy*RO=n(^9WdZK+0*vo< zy~!a`i0t1@O$wI^vFq@;cRW>v=us%xC_P$;rxZQYGL=GbWI0|K^C*B{!_NJ;6bo=n zE#bs3?gGTzOucQjt^nt6u9|;!ya2SKp+9oh3m7`whkpl4AtY9C82a8Tgq-^R&fAHF z7>>&3dMI6pbzM18N9PNWx&Fk>F7ZOh>o4;i-d>24LlzmWeubDHm1y6pT!f!XrTX#= zy(LV`@A++8jMtgwD^5QxhTIS7cY^ziQ98Z)(r8i<;syp*zlkrx%31`^#}whs;ZW14m?Nf{49;Z?@ zyr%@E2k-qIjw(S~e^s#M&k`Kom02XHQ-X78Lt{*@o@@4gS)v&oi=oMn(IbyZ`dm7#vLAZ^2oGMw0w z8boT!(5V>kZAVHOY@|atD&TY1!c-`-0(-Z+2PZ04;KdQX z4|O~hh#j(?81JH@(Qx`ib0rmy68*BpepFic37P*Iu_$k&u#o zI-B7uep{!WQD0kuq#=Q9JB|v>?FlWGDWRg>rPZ`jm5Qf4nWNK8R4CCc5@i`!G%}&D z_n890nu;myX3RQ}E1LQ|=xQ6$WK`eclFCY;ADOusKD=`*l-SBu5zjqu|e2 zQ4$3LE*zT_y(y6Jea*Lm;ZGbFIUd)0QlPTXbF;LBg5ke5EKctjek4A_XW|eQKKDG! z8m*{surO?UV9ww%0cnT#eat zI$J;MR^u)SEPHjK8nntgi)@P3FfpKx3))uW!aiD8O({WxvS@TYfW zui8E|t-&eS~N=?qQJ?lf<2?8NZD zmnkY!3AM0#cB(eHrxr~`)&b`w>QLAzHuR5B z*BYEz;h~kDQUe=-I(&bteDAzCb>Nr#Z{UiJuyICsGmM|+E^_k)0D-tdQj4&4HmgN{eTxr1T_UFS4fBreML!sSpj9$XOHTn@)#K@HpE(OM+QIKioxELOIfE?3|6NNqd(#p zbNuJ0P3;?sp~+36g_jDEF5LWKYefM@zRH~lVfg1~5BH3*#pk2-Hh)U0bUtjVeuZ8Z z%ZGmXiP1~E`H;1&+r}oFkGAUyoafHxFv|{Iqv88@H{T_KKz)8i=U06V#+d+nHK#)%q+&qB<`>YamGS!mwZA$Xo88_DKgd+pM);FlA>lzkuzA?$18PcUVIwYo66G&uw6 z{+ZLS%+s;v_aL=-Zw88gZ1xUhpj&8DPdNiQH!5h_GWM0kT!iywG9dM9cEH&p9f1+5 zqLU`6cz5ARzvn^u1mDeWiLfKq3VSqbyKZ$0iQ$&F78su zu}Wt31e9@`Z4#GE#06gi_0rvmNRm_xW0g$=-v{1Eaf3J%IR*Ti6ORQ&@*Q)eUJM-P zgDZFMh=$ZV_8tB7D5%QCT8Oqp!RFKN#JwF+*s*e=FZNJ0mL)sh2NgzRXx64Lusj-* zIZs$DR3gFcpXB&aKMav!@n7$@h9DsMcHj$xAV@BbF;{v7;oZv-rf+S5Sm$$BGp0QV zLi-0a%S3`8Iz|l$k_kpIzl+$juK_5$IUs-Vj}N31p0ha?I-^XsZB}96CX~l}y_ibu z@kFV9xZTngGwkCF6K-~h(CO{n>}(HO(7CPM+Sj4j@%-L+%MIj~=~x>to1uBt-&bkh zc94q;!}4m@YQ$k7=aw+P87a*%cQXmHB#NGD(w9SRNv_JJpGgIlWbrzFgr74bhXlU$ z++NMl>zr#B(mGBO6TiM?3!76Up<|D7jJXwAqtlYM*P4 ze&&7w-GK!B?B+6-uqU4Kq`w>Fychp z;J+?ClnlEcEM{2_BA>n;m)c?yK$hrEi3%;gBswZ${+d$&xoGfw`2kx9x%sX19hDwN zZrxvb;d^N~qpp*8gloe|YSt0Txxp|Zx@TPV!OAc)l{YBQZV^o8|0uq_)fzx-IjWqQ z{_`Vl{fhE87W|37#bb@1?SZ81+}4?_{!pVd8Mp3 zQG4U1lSjWzHV+=S`uu_?*=f4K8foT2j=VJZ_}I;njA+X%Xct+NzErM?jSndsZABW_Fc{PR>JXvzozCV{ARTd)K;AGdS~Pm?|;Z z;m-QPFPvfyu$g-5L;cSP%}1X;5|t6ffJw~b6=&7S=M+)dp3Ayq?;~~Gbk-$}?cdEF zrs)z5ofBifp6C*jfGe>qyq5_#*Ran^4mmOvr7N*XQN>>tv3v!$h^{8hI_KOfwR@PDbyxZn~Fojog{ zG>)uN?yc;(8AsB*zI~;hP9#jRu{-8=CzJmH009603|DtJ6>bz(w#*VLNdqOJh)8{D zAz5Xm$Q~&pk%a7(agBSgd#~$q_qF#*9ZfSUMNvpuiJuYD`uXcT?|IJiJ>PlH^PKa( zBU_iX8>mE--J(<-A(MlIgj$))N;$|`py__}UNXuKH|0H6nS+$gUM%cik3?e^u8!Sg zbavr^ov|nxosUztC%?%>^FhiXOCk9vNyH$u-6J2dwU1LN@l+%>YpT+tMnjs@7Z^*s zX-LBAoS~024Q(F5N?q%vB9VyBq#6trnX9TZK6X;k=Z$vp_6c;fxY^X;Q7QuszrhZg zI4}|6bE}rO77IN`(x>@sS%?sL@t&wY3!!%>z0Rn!5NoN=OZ_Vooe0voL>ytD#bBfB zBv~e^4EX*}Y8x8~`#%UWBXN+Z|D124TmjlN+qJ+N;h;^m819fU4yt&k^ude8LDt1% zG+R|R8m!frYCg_FhtJesexiSN&0NmfnHhPIq)_ zZ%O!8^-~B_EM~H|*AC^#*R_|iucJ=}#w#l(&Zs-grg)ici6Vk&($lsY$aaU#O7MsU zuxncF<&9mz?7Ugmt_**u@F3K%`0fEVeuv7Lo^be`IN)=@F9e)KbGT*_@4-F`lXtt_ zLI5W-d!xzVK1_1G_<98Q0PY1QB?z`h!REP2)wA<4(9NH|(()<+TFY|vw-S>fV$@+@ zcvC8{zjxE#q^E$HetYPTl!xFd=92exG#P%Y#|}2zr$9VYVpt(64eEIN62Bc!hwNyk zy?=EEe3H+b3VE3ct|Ja(P8=*Owa6@Pn8Ctt`FA+6HZ0I5NKVuuENpS#DlF%QgSbNq z=HqoZNPQ5;HvT~XL{JITwWefuRNauYK)lUR}V}lj%ULuqnjx9T!LxPrh zJDvu&9B{sft>}7A1f}tTlp=WonD};`pw)j-N6{cJdY zJ^vPXlIZbk2?Xv<(NBeEN6p@zW)aExNPXrSbXU8H5*C}7{rd9A%J(E-Ik61 zL?EUeU9upPATF;r=dyDS{A6wX<(f){W(`e7r#uCwgD=TjMo>WMMMF8RI2Ww4?%s+P zAw%@evDPEHIdJbuq%lJ?2VRE-+O_`90ef%z+f(*rNDgv7J@7CWy7V{Z#mwXa0oc>pV$~jho=R}GF=4>=-2o?u6&vSGdHx~TYjK}Po>`>z5qIqr7bImeCeR8 zsXD%TlMeYc5_@J})4_KR?S8GwfFnaq?;fTxAb!m#Vc&lY$m_^H#nZ@u?;p=s@P1>! zH}~;}<24MBo8d@5ieiAXGdrnEmH~dp#Vs_qGr<4a)8vQJ>-l-*BBkKD9b*x9w3ntL_UHED+#)NMytdsT`7KoVadbFjF1;$gt9k=sX zFwgsVcJF&8oasC;sVc#QbZ(i6Mo}iLY;k6qa~QyN|K6kV^?w<-#or0%XMzQV%PLWe z34ctYY}4GB&^$p4S6E@fd$V(bLrYA!^K)g+kA7D!VnOZZkTOOo`k)?hJM`XV)p>m@MMOF_#*rSRl%V^CmODHt($WP(u{j4pg`k=#)R=(x=Oy)%4G2Z=*6OCQvqng_psjTLVf3qh;XAvE3=6UJfUf9;>(F%RwmW zWTZZK1@v1e6!8aCzy<6!xxFqG&~3IQOUbqZ{>3C`#)nmaXS-Y8ZDs`&{>OUi-Bdh=?)Pn;tSOH6`d_sfk_{LPr1am#w7kKUq39JBxVijiadOf$qpwQO33Yfn5^r)C~ z1z5gmmThk<2aT+Y`!6|`L%@eS&#d>BgNmv9hy0%Pc{C1)y1yuco~`dJ4eQGw=z5Ek z1F;N>9D~A|v&!HalV`OpqYTvEX{jWy&&|12oL^5wC z&|6vzuC3wy@s`D4=kgcl^REc9IeeSA%8KBxMM<|nRuL2tW-mW9ErK=H9){1WB8XN$ znc5gv1mm2UgzeV~f%$IEI`|g{tbM=G$HF+^Flje_4aWwN?zw|~huI);O>UWN!3N(Q zi(K0LY#8TjTMazRh8coQ*|TXDFcm`&6v(on+^!(@cncGLJw1V3x*1^er~JniZ3aX% zn8dKw_k^XEU3%+bIs}VfD^)!}2gN#zC7DZfFrN?jcx8eH5uc-9UKyr=ALIN=egF+> z!%Uy0pQM6?6Tv#gGaqPAODF2>^5A@{Fu_?o56Ybe0uDq{;K&zC-q-mQ;F~EP??k$wt@@-++04^yBc(ZJjxh79~YcMAW`k|6p=H1lF35vpwNY>}`e zg1VT^4PFZ(;3*{w`X=j`r-bNJN(6M#yIW@cUgwPeYS(yAg1$Pgs|)LQlzNTmFHZS{UF?U6{!1KMgke~^PQa5_9-(JBW6>f7U{N18Cev$Pq1|0@Q>7NRANucW}%q^#O0 z{{*;MG5^!vE*6wsEw+bmiiVUXmQQ_LBv=Rf|52hx0(*zT70-r9;0d4i)X0wla)P4r zOi2`IKGKR0)QttjKNR`hbCD2oh2Ma3G7QxHL@Z8YgFyY)S0Af%f9O^^m}Ma71^uH- ztJ1H1p-=ImES}2?_M00UKCbiyp+oblCm#62zoW)B)_VdVbUHT4LNWjzwXhp@?{fne z0Wp4Di4|mg$Q+wHX96lxM;0Y)PC{M{?^?La3GfV^%`5n1455uTUr$FF1GDzbV4J@s zEJd9hkmYuQkh)vGQzT0;->p~P{P!5rJercb7~+Ujjp$;FW9}&C@+<2I!P{u1L%T$ZwICP8B zB1L{5gG3|rT}90kP{)Q#-#@iJM2`JByX6hi(7xwdpV}fYi2a*+aDE1Zj{3~G)=XfK zj!c$3{WAt#^^OWI{fI%D?Sujo4-C@H;?v>cN<*9&h5SK<3^Xsf3p4mF6aCKZIN*93 zi-@a2n}*ioT9Q%bi&`uSUf!0m?-3RaUudsQzlcR+Hfx7?Z)PE1UT{2^oQc9Ex`@tK zv1qXR`Xp z6G~agA^Nm|Fk!WQ)mpdy1<$2Zi zI<}@GZMnxo8usbv@s}B%<_8!gTbHg%JeP)KDZ?ymatfL-wdk&q!ypriLYa1OI=V1@ zOujQL9rbNqi>b@QAOS<8a`%KZ)I8@R{ygj12@a$sJu%(@@;75XlcPEgDe@{GPMX9awq8eWnj9X*>>^lo_2Upz?cHk=9z43C>nPK96pw75 zZw($TAtLpux9?j%0ii}q6`F=cB%tg;+cnGtqxkyIw?kn$8xyUC+ z*5H*38GSN+o3WLPjNXOs+7n95LGspK&vDpXly<+?jkhHaEz^5Kq9v$E*~2FvzEM%S zeE*9D91V?sGMK$2Nk=b}+g%=frJ zz0Vek36N)?rUsf%fjkrOE6!g!?tKts(eB@WPD*rp2idS&hvJ{XPcq#o3?@<@Ghe{sU3}gv$I?87BC|r^^ad|Gizf&Q5@+@Fzv{ zQ%Ml&6Mp^MbSjv9*#GAV83Xt6jxl?pQ$g~sslV6V6c`d;ChwL>g<-EiJ^kubQ2I5& zb!+pw9wE&L&XChVT2(Y9S}_w=&FW@UinDqm>Q3o5Vq1ao1&a4jzhbRx?!IWm@_maqhM97-RXcoRjgw1(z(G|x?(AB9EIYc6@>()MrFP%A%=_cj5_>%{wNVTPJo+V9nvR*3Gm;~Z+6muYFgFsYV`7j!yz-a` zd9!M6QWFHAk2)pFRjgy03=cDu1V=}YHI$#vfs41J{}_vtq4IKsu^BrT5;ZR5+E8;L zmb6yo@izygRo+!T!Q_A}yEou%QV#sP=J#MRCI?vij~)3mo&z_}^vZTh=YpZ`8wW8% z3J8}QmA~XrfIW0N?*}Ch4DEv21#aYle@&Qce#j{d2lkt?h?;Z9++=wik;n)4?=5$ z0i(6~P<3g-$n60Y9!>|$iH%ZWbc8%D!lpq8>E1#Uod#8jqzc4y)n~=3Q>W4 zH%h&!@cyPg#Odcd^^q z@aBxp<-mJvSfy|yp8+<+O-t3^6=MVQz_Mr3T^3{)KBs8iVS#wX=gJ{J7Q7)?6>(Eo z@JnZ^{HGcl78|oCLM>rs1jCc3>KkyK(LZZk`Q2ogG-2 zIW}OJ)i)G`DTxuh_8bVVKv#b2d1NOcGTwY}j)D$`mby4Tc*+nlCl7q0ao9 zhlU9UzMiNsY`o6_HLcxidxZK@rN%PZW?;stj}eG<-F964a2%i44JHya+$ zj7o$cOREFg_@3qIjzK~GoknmI2Eglc_!2RE`Heo?Q(-h~BQ$@7vIGFWhP zE#qzHUN$t_33HmF*}zh}q4wL14KzPZ7x@GhwL81zt|PSn};d4wM0rFFg9?r65~;<@|>)rSPHPhP}YXGBCm%4!1c~23Lwk8zqa&z&+ngvSvd$Tu5Hn z%xhf^_&4jfg$?l%X#)3*%DLuIHUu-3) z{XJ;C7*q-U;@SJIWmQ5a;YL?nb0vKCj9aJ_uL3*Eg?b}$736Pd;na>-f#OO-o8g^m zc<3K86a20kCbw%Hv2Cvg9ig7*wT0C%(wLAkQeO=feq0?~t?PMZ|MZM!)gZp{sqE_C zY6v?p+<)bG4G1We)MnP#KpRV=&BY9 z2LG)Cse$sJmz3(k+a`i`x}gpPJcARC2G@Z~T3v+zwGP&8ftavk9ZXzn{CD+E9h~w{ z8j=dAgU^Q5XCf-{19I~JlPg3()6MZ=xJ-e-rlMMwH+OpHK{sS zd)zi{y`c`c<%hfVW@_Q_a|_Yk&uW2xyx60Bt``2?zE1wJPz&}4Z}-cK)Ir;r?-oa9 zEtu%O%pgnFuIsDiWa^9ce%&vrFz&4Lq59_`a<754-AS|C^=km{F!yswy#~^@hSd}u zt$}Xu?UNd2HQ<}CLl79NhW`No0RR6KS9v(p?-!L+mLv&9vZTGNSyCKXD%wOOlonbg zNwz52lgPdevtq`KSr{d%kF8`$k|Jp*^sUgMQ2gfi*L~jS^FH@;p8KA2?!EflF;CBn z6-2zD?Sd(T3c|oh%J|u^kf!DOvx9_`l>crb5Chl|xV1BqS=2nQadE zTTa|6s%$@#QcesQWG;O-UPee+_m7lymJxfLUl|D_%ZNi!*S3vpDDJ)K9mSiNv~GmlGn>xM1pP$(s~CqCM9B7j4X9xe5KEXE-^L;K#UUSkt7 zdoGx!7O;ua>lKTSTxAovn@#(Fq_T<7bE!F-I@tvGkAC673N|q&bE@*~^Ah4*lb`ys z3>KljutV?CCniBHH+HfzWfFsUF6dNa5>A7=EFVydiG_<+%)TFAOguefvbkDxHn=V9 zt#>UZMjpMYOx#jT+~?OtIX4y&N&|meKin!Lo=i>84xlrL{r_xNs4ZgXxO?4c7a1HNJl zeozVHix)y0)=>#R|AQ}iSrlU9r{QlgCn$t!^tm?jDGJd!awA>!423whFFx7CheEKX z7HHa2C`4UDhPB%qDp7Rnc-bx*h4@S1#I|fD6Z88EnfJEl6V4e2{~9Tfh$myRA8(iD z5y{UV=Q#872)5#)f(m{fVe{7by=++?G4zjJtEfsMstXeuM;-HtSPvBw^EeVAZGCC) zP;@S#a92aMDk7T@|Cs8>-jPK}Xw2%?8^|OYgjW|b7iSWR?YCtSOAaWOa8{8d*3am#W+>#?~JgoE1*h4aG^M0)kR zQrcJq@w!!1h@2PW=#qOpN*{%?%(vDTF8T4xc6xe@r0C_5ks2D)Q{* zZ3hU~Z~xsNQ{G0*ePUwX8Q@4b%-W~8+}a8wYzt@d5i7K>lRs=&V1=9iX>!;2Y$Z0w z9yni`?*P3e&U5G9J_N3PMAfCSqtHoyQ8A!;3>{NV$}6po!E9&Itb~)tVA+H*7Z*op zpRByJi0lZy+`@_wvbJj;%(4XND`;*DE+!%#7qn3-P zl`&wdIW>=LipQ96SLSM!ctn~yv^!45p>D;0F1Oyqp;E!D&sjAFi*@6lSuTynNEb2V z+l@Hv@KIgc&b@(MY2Vya4kx2AF>;;Q)J@b?UzSfjnS#a#7jAR5r-EmH)HUKz3d|=5 zUxj(3V4KamkX1uB(cl)Buk!gOES=|l-D8`Ij3>gXo@?p27nbJiIwJ!uHJ@ApW@TV6 zW1GeYsSI4dw4)?^UIsod>|^a9r$hFsCU=8gI__8vyBYVSV%dE&O9{s`%x&Fd{7X9n z4=VU)m&IhFsIzRl`d%SjP}>f%fuhK$Cagi*$`V!^)PytgHBodf=yjH7*p_kSL2Y2W<7^T`&?6K@MX(% zz2oaVG;4KPo%@}O?H`uqo5tnBPa}GjrgAR+TnfB=^jbwZDT*C!r|P@ZIsH`REH%{^++X9|^w>aPO3f@};ioUv5Q0 zx8sfZzdniZ)STP(CNLLsjW)Vm*h_*Iy)@9Gl>`b`E8@sgQJ#g(Q!y_{urjE8JLyeA zbE(8{wTL{JUY7~3%*}=Gz9GE{%N(fmxm)&C<=}4U_-ViNJVbs@_jHdY;oIB5uYT^| zd>A@8??Id>TGk$XpI89q>bCkNMfvdS*=NKu%E!+t!{>=TqW`6t?rr!bs`nCAS~V#L zVl#Pf(gO1kx<DVmAd*?t=f5i(i_fUmKN-u!_wsuyTNY-*Qh9QtwqXX!s$v#Y zs%OHbFEqVuZWadQKVO-#APfIw?ms^@orT}agY;=jve0vDF>M()6UC+{++HCQ0gJDU z6$GV2T-VuYr*;}1FWNvI9ZN^S=FKjfTr-jDVY(tMI0O4TV$IiH&49$B^15@3bSN#p z%C2Zi!*|JqQl3mIRDzFnzIV8Zhqn?^ntPMMdCfSs+BpR#jjGT5x>K;7eW=kmC%{U61BV-%;>tn$_c5k=Kz66{#X!6stypAH0>ckDZ>rkr5Yb^3h z0C$14eqTreYOekavLNEI^>p~%!cTE<&Cfa~xibbdjlD5DU&dpdCuw8bsYG0J4-8i` zNkaC$nDpHNH$fS?HPE^$87FP#mB#2MqxIeKyNQlT&~}_vejqgw5vM2DIts5NKI+!O z_~!}e$Y)%)ioFSgXRdln>QYgBv^)EqQ5rto`fq?(k`C3F1{dm5k^ikxFFd{}4LM;F zcIV8~;4|N~LJgv5uKL`}}OZ^^+^gB#Dfx8@+&B=nibj%=_q-h5wPlZ6kT zCFubHB0p@Hedl4W$WOQn)V=KU!R%OBobjgsdYiU2NL7&`>o%t3Zcf3pN}Av5l@xUR zh}dl(N5QPpSc#8*6!dB6biLV2#{Pg)AFQe=comw_drO9ff71EmSpziOCZ9Gu^pK9= z4NG9b65_I=_@I@Uyq`_E6KgYh!@OualEJ#!Cv~+)cJE z!qfc@Cc$%xkg<2weX%`-u=Kj*NBl0rwvo-=2Hs3OSr$Kd%9VwTf_^!@c_moXmN+hu zD#2{ev*p&-C7AK=uHibd5?lxh5>K08q1xEOsHB1gqkzTRmGxOT*{ju*SHgtpfj4GC z`4SA>aPu{&WaDA6i-OKa4s0mO?P^a;aq__C8_eiZh!yHImjr{FAm!Nd-P@HQ4YR&r;G-=ana%RN?B_zA7e2mk{#FavAH$4 ze8UYsbe6fb%}?Tkrv30#lMWvnJk-iQ$njBSe8f0Ki-%5M$CkJiTr?<~E`M>l6r|{s z+ZRspV4vjjVnrq&cVu>~ukGSPk#U46%XRxpAMK=@gcO-+BB<=50NTA+8!5RQZv^^_3gnAwVLT(b4uy04trJ(~8dpV1^-H?V7aab?{v^8ZB;1y-!$V_wR4vb#ixX!8mp4sw5Ma6Lg@rCtc^YqU*Tzq$YYvXd5ht*d}@z3={@5G6GE^EL?f}PQx zqY8X1Oj56j8{(mB-?t0ZK0KVA^o#O4&js`PQ~9kyrRe1U^8YZ&LCe9>jAJu7*iHG# z9z-b)CHkj*|0}`~P~_0Hl#kWbCw0Uk_-Jm3ciFpzk2S^4+5#;;ZkDOLie2O3N4M_| z?IbR~1l^Tor~dSY*@qzAJx-2$bEda-A9v)QMqfA3JfkRCga>| znOrDRNABryxscb3KQLER$D5|5XEe8z;-#NOcv2z<4AQSB-R^9tZ8)+meTCx)eeHZ*&p%}DR61^HSOxV`m zS$udV3%E9dMJ0m;maDbBma$er0AEeXJO@-oC@yydv!0 zQdF{kvJiJ0^-|4+MWCn~AKJK_iRbp!y??xzm~FgtipgMNxyqu622B=hX~km?ma*V) zMCUC_OzU3l|SG1}ZNaUP)<|Mn)HX!U2}*j>S%C#P8GUHmzGwRQ=d z3%^+%Qe$Jbp2a^YbvDGB6l2~qN}xSETyn|U5)^YYo5ce}bxrpv@iS#%g(vg%{75F6 z)^%^&x|xMpHUo0G{1QA{n^pRugpE3Rh5MPSIbi;sShwRe2i1CWBo66tAgl@>+9zb= zfr8?6rWqT-JJ$<6ZA(DhpRuwniG`wz$F!TBSRmPXZS1gNqf+csL}CmZ-kg}nlU5wa zUc4~;*p`Fm9@V8rt!(6dqcQ;}*?528Pm2;&juo8Uh-r>!Dz{1-#QtC=_EM)T7C3ohtpmyEx#QEtG@b;#~p1a6F z>{Cyx|AZXSyyN~=o-f7r@_=)m_V8cu=;OOLQ4qn#%6$CHl zqDi26y)=gl*VEqND_?P8ER{N>Eb@ch_Xqtp7Kv~d447xHEk&k!;>YA+4%V4(STJVH zfrKH?Rc=!BK9f5&W|WoUQq<`s4(oZMzOc{YS1Au}C#R&i!y+HLmpo?rorfXaIun;a zTtv_O$NwoUGIg6~sV?es3iC?`s(7eT?N(70@}S}$bR>Ys zMZ9CKeD^yZG-Qs*&l}=HKghEDV3eqj?LU5U;~N1I4z39s?iOI-)>WRhIP7 zaVm$+_${e7vgK$lBo{_9%V6{&;*54-83yL?r>(`xaMmfNUx`wNAkX#Q@w0`vvEYW5 zRe}&-YYds=Y#|m0b+O%tg$Pltwk3}UF{hI@JNm2;xp$6kACVEleRE@+ctSa5%iVD; zXe`6;z%bUQ6=m@IkbZ|IQ;uDC7}=}7i*P;H9NcRp#4O3}3dP1kh!> z`ywGOUNHA>_)`u)g@6csmvYRNbcxhcDo5qK=;@A%G92jZQ1Ue@!>?Vv58rl+&c&9C zCi2Ts!wij1(h{PazofUuMhGEK>#NFgAy!OYdKx`Th{LxVRHGQ>Xc}lwUS(5`{p}&z zcj;wt{7t_k*qIu&xeK1iqmk%}hOs$imcY2mJ-O|2MfXvD} zLnHPAc<$5a%C`7lzxGNAF^yV~x2r%Ik^ehuTsxA=Vxq)kI*uXDgzmWH!^7)~5wXN!xOch;f+2B9%F-gpw~nN42`Yqn zH*tn~fB|E{%3DRx84z9yXi(Z)hy&wmYa?6=5#J(N>YG`J2JS*f=e$DL1SZkyh8fs9 z^lF3h6$YB5T(!hI=@7P_ke>QRgNDDhd4V(yjI+)5O7m#=e9B|jrEwaZb*m$evgr`` zUFjYk6wUv>hZJ84=;$@`YPPDN<9K@11$AjU><1^#FgFib^|*+>72bEzmv zXmVP+h63@fSx0yj3aUoFWDp5dY$|hFH$H=g(8>A=VipZo<7;-V$)w`%kV7(Yn2L@g zi|hGosfcWUVHRso!Pg5C9=hAeSkllY;S!&Ziy6^*t2Oc==Y6O!Q?>x-#94uRCkvpJ zWd4sSL56x#V185t8Tkv{>thWI;N5?BW>QN&M)%J)_KzT8)a!Vb{)1eQmAy6W4&|ax z__nv7k&X3Q#(vMw=Ylm9w%_neF5Iq2r!M-Hi=Q{rMl=8A;!Gg-X>fWjs&5M=b?kER zI3w|z-c%M`+!b@^%d&9NAnn&IyG$g^lCrz$n}NZD-VOVmGU2J{Hb-S~HX^$0W%Q=A zVOf2+V^FlWZT*^FHyDxw`5lUnpI^>_oKh`KOd$sfhZpx$7-yr6H{{B7%fiGPx3@i) zGqH2M@4ShlS@8a;Zn$Gr4!Xnsy|Nt6g}dFHmg!@8F#k&>Pj=^F>zl%#UwZTKb7DwK z=6xQX9xzmp3&=zA)nh8=bMkP9da0_rG6#)sBhN|Q%fZeh^_+Lnc^J9N?L4$QAEuib zOY)2g;4!mzOoLs3qnke3r*R7~5t?-6BMR_%`StUTp85E)XH>y*gakM3$mT0@Bs5m_ zPF(TM$B`z}EuK;oYz+#$pB+ZQ?$oJR?rJI~Dn0IndQlr_3soQ9G7 z4)LLtG`t{`FSn0S(c<~F5fM~eF4LKEvZLbXVvVGBG6fGWq{olyig1K!wdaU<@s6sy zN=1c=O4;&`sAN%ID*5&brJ)Kp|%@CZZhC^=7k@_l_A=%bA5km zFkp)b(z%OtNPhdJ@->K#tHE|XTheIA`)n6QWYF+^?h;9tJEHx*@|Emb1_Ng8qh!Wi!o1sw%3tCgP6_){1wfaVCAOp{g{`?Yep+lpeYDP|@W4D7}Tg4y^ z>Gw(Nm>qOHzBRBv@g4&m=H|N>*DxSy?Rxh5`9iq8d_1>pVzqj7<6tdyy~Q*L*9+h@|7o`j;1~Yw3uTaGHCt zkq$$O$>ei&Iv!Qf;xCuc5SgT4$(Ny_>fsMnmdJOM)T%WHM0`}z`+9f3JsJL<*~$)y z6a*HoAD0NA;^-0k#IDetSlIIiZ9Y)2TvfEzIZK+6n+Ss;Jj*1tfzP!rg z6tsq9h+Bt~k-7bH^Ygp;IQ%Zn>{=WdOZ#T~i=U_9QF^X@Du;q3!(Y1`G)4T{E&)2y$=~0@)J_8 z)e3MT``y9Uf_&ILTO_3#M#jS2+Q%AaD7Z|U^^<>=f-i=9!>#-%_$!-1Up#{XkA{o$ zTQbPV)A_?4-dX^c(+>L;$4PKpH>G1bMMA_0nKh}61t>|peHNBm_WNW!x@|=nJXe4sjs5-oGYcRzU)@$>OG08A!o{4@%T3q?A~W^ZEqLA_i6qQJxNjh<>qC?SW}RZY$CT{D+QiQ1(7f0C@3g4 z`22SZ89xRtZ>jMrz{amRPP)qZu(W?@L2k~2`aH))l~3|ewS9_;tbAO~(*#FTq-Tki zU?Xh`p76}S#duPXu4)iryPATLEFZ7dwG{LZBCTvm=2cPw=$CEG>qNf0c4h3N z*B?lb6_lpFd6bX5;Zf@|DP+ho9~W{zQ4sIkKf)04W8brwWlRq$dUjNOhOO5(=*fB6d>n>`L&w{!>(>dh8DT zQcFY4>c7gGe`%QF+8j(VrX#+)@qLpC9gBSGdz+_eB0b2wmlNsB*z#Aa#eNzr3@l84 zh;;T-6UO->9c&B#t0>-1!~XyP0RR6CS9drSY!uh9LQ8g5Bvc|I4M&KqsEn-4km!pj zd&??&&%5t+2iJAY(rZPjP{|fjLPk49`uz1i&wHM8-t+#>?<|3yDtBZn z@P1ZAc?*F6eOFv~lSu>!Q<Enb1B(pg$Iot)307k<3Rq8OzE8y zICzsa*fl$ggB7=m6PK^xVWq_2Dn)<*CkD=QXze6Gy!J?Rs2Kq~{DX{bg$VHWj!c98 zTRceVDjR_Y9=^uO{d|;ygG#@FfGKetEMX(B+>pcpN7Ca_eoj1GPP)V!7K#Ulg71~` zpYgEwh>n!aAp(5t-d=Y42Odg_D?ifX@o-<*L#)*t4$Ie7X~V(PRc}B3R2+C#*Sl?|NeYmz_V%Ti(@nq@|EM%sIf$tc;twcG$n$s(@T4%AQ9{jtaBIQ2=I{m@N%0P0X~n{ zuCfyGpvO^tGw>z>^3relD%ca@;@aV{@;oBUiadCtB|w6e^z(n(c90;__n*+2G9vgC ziMOmCB0_NAT8d6A0U9(u7I6>ZL4~3kkTrsb5Fe%2fgjyGt_kfJ zQ2OMXF?RzC=eC|5&fkbH4{0&w)G<7y1>e$k8Qb80`LR-Gegeckkmb+{C%0$vZt2^_=@n;HXxoGHBPE#PUC1T_* znF7F)SuZD%@slQ!(fThn0DPV(`X zIThA)&d`iGE8rC;q=a3ff|%06HN}H;aP+u4a;k|A|GBhQQ!g+;Ho+yqos%kQKF((D<4NtNNmj`n!m*+d|ly zmxlnW-Y!q2f8wC|aF*nE8yrmE?s%;#iw7~SW7n;x@lf0xuDVFVLp=ZLU>+V1?&jq^ zzQhfFHC(zW_YMnpdgD23u^32c+&Va;Sq>iWL?%g$p5V%Thympxe(IJ+PVwsRG;8_S5p9!1BJy_{Utxd3t6CQ7ISl zmrOoMBxZwa$!=POYZm0FuBAWk&48VY>!f#sso>^VxX>MV4|X+O8=72713CKx%cRl! zkQrmy96xjqp75lKbWf)OheblZqDc~T8VNoUDNBG|FL-Co4#z;*hoB4>?JyAgFE#q; zlOWg=9(%X*UoZqWwq@m6heDN;lF)m;U=TgJiI0O81hPu~2~t|Opv=1D&|!Zc_}n)q z6*OZGPkfrEap(1r;*D)zr*?QCx)$bdf{G>T6H9-TiPJ)un8$(C1U>Zdl|1K5qf1Eh zeRe|BE+-VNvbfnN;wCy_U{IB$dmH6Da|xBRBG7xD^X$VpvB++OB=;^N0Xe0@^^ zD5rP&G`B|#(&V<`@z@iCB=)4K@`uNwyTZok+(H~$lr41pdEzeGdsOmvxMwozx>iKd zEx3oun8oXlR@2b7qXIogB{C5yVe=*bJ(-9r=*EiG%QS>}t|nb#dJkb=K3&uBOGRIF zsB>#>smNf7Zu|6dDte_uHL~o!kKnhGF*Z954Sb7tL5}HY<)_yl%7+Z3-lOWaV{aBR zN@i~73&=qKosJy5=#qy1{-XVskG+qsYA>4G_NF46(f8-S_}oWG6nlxbH61NbxT1>d zGtfyp{yj-nS?KNEExRbo*{FM~vOLLModg0%i|op@VIp zm+&AH`OjH5U?j58iSG}R^Ubo6yvJ4UA;BEPza=mDDK!@zv3XLUt(%Y9M?@vB_7|Yg z?S6Z++zXJd!GFI6ALgO`hKu}erg=zRpqfyrmxsz4W6M8d^U&0BSuoj@kJJtuEKD3J zKmv6Smt?LKqQ?gBG)(swA$74fsr9=hNd1b!ie5|!iqO5ft9Ysibr|&a5OfRCnS-mX zIk-Y3|GjzKL$eU2XM0**DJVpj*N|eC zV;?*gU5s8HeEIZdWf3}Rt+E3*T8Oe%M{R=#3K6N_Cq(OIAu>8snG;!9gft#^fQoA| znoh~r&P*#ow6hkyy)tEp-KA^e!Y)PPC#2pS2rEJHV$K2&1vcdBIX^AAN)Rs0|6%@m zF^WB3G82$qihfiT8Q)wiMPHp;D>K8(5&qTkW%5M~!sVBx8jE33G-)SLOfiTmve)E} zOF7CUCeyg>%aPLf=oP}Ha&)WXnfPh*a)cGqZb&+bLCgxjqcNozG~u{^pP~mASC!(~#7Y5&;4~aMQZd0LkcmZ| zZIfpMer@2JnwpWu;@29$l=8K_1;4`6vg*_V)q7K%GVpQ9L+d%qv1(|iUl5>t2wcM$8G}pd`?s#{w4v1 z4!%obs}fPzH%`?T%|xWI)pH2{h=9BX)cQD>Af`fQ~o_Pzwx* zNX#~)1-nE<;cr9AFL#j8x6^9R^>fK6uwy!fBb$PF1K&9{->*P_ckguE*;#@3D-Ms* z$0+E7*k@A2GzDcZ61N^Ru0V~ghuCG|6{viQP$6T1m!2A80+bbqgOltWhXHbpytv+Vyc(&bIP^OERU?jt<1V9V)#&$9Pf9F53#DuoXgPM9h2G~?#2LI} zp=;J09k))@AlX?`XV1G$wW#-}W+H{fM)p?++OnnD$eY}o@%dg2y5c(WW6-MxMPBZ5+bU9n z=0tT~mW{GdzJ2xMxMwW%>@x06RUZp^kHoefe8WPfqo+dl46~4{$-SVIuPkKJ?qrxy z%0fkNg}yyjV{Mh3-oUrQY}aQ0HNYcZ@wv)6T! zWzJP2>FdDm+6z7`%Yx>X|$e!gnnCro4$#(yTmj)|h*MI~~IGSL{h ze-TEi(8|3ls-5vwsLv$8F)yVGb#k6hP0Xx9=b66_D;8Cuj>%0L(!?sXm#@b8B^MJV zwH&2Q)>I;^P~R_F$qdvW`PKQkdcq0_W+*)8C^@Cz-a9wqm`+B7{O)|YWwnD>TN9v-E%Frju|H*{~@nC zF9;;Wl+66vWkN)^Hra%!E#eXLZ)U0BMqLq$$ZvSM1CIo{*~K`k<@%Iheu}tvYt@>aIh*LInQs}dr&nGJqnNi^<**^wUtGk_G`~U>EHT` zE}zatrqSq8hea;>bN1(&fNL(wN#2uddpZxrI6aRLs>wl<%07w3pEJ=szIfSkAsv;S zW|C9x-AD4O{T75L=S{|Tx7(c=@o0Q4q-bYaJPLd)#?zA& zkCMB>Ytr`LMaJx11_R4?(Ey%p>D8EsR<8FX|GAiqcB}|s>?;z{DvxPLe{vj>v*IA0 z-4=svC7Rt1t3;!rtHI~b$w#BvI7wqQ@o1EZ4rFoej7HQ9Ta(d^IgsRc;X$cE9BRxw zw^gPp0f{{lOA|LrM0NU!vOEfLX!`2A1P@{~3jRnlzmyq;Wa2{n!UrP|i)VUVzC8k| zj4LHOTScL+FJG2)MK|8|H|zyW7Y_uWhucjSP5#_MY7^G> zd*wsW?S@uteEM}XwmNv=*E<`edo4vsSV$GUuiWAgfj5Wl&7l)CH7nSCyXl-mq8-f7 znN*M+F92nG*za?edhjHxOKwuD1;QTXbcv~V~uJ;d8s9SVbqQH<+G;cz~zhj~^c9&q!VBNa`$C{;V4O8zAh6&HmlpeFwTVe^Cw~4F9X86?@jHKPlwKP zyEm8k-UoFwd~?cbLvGCIR``_-()yKb@sS(|9Q`f%yg3(QDHZJamRyMTJn*QwJr}<9 z9ThCI+1Sg7m(v#Jav41?ziS1+m0z=+Zwnv28pTq7+y7Mm6%G z&#>uA|NR2!Q<<9*W#)qe-%f&RZ9Y)L>sNOe=ffj4^BSeqT-Z7is4*y&3%|o+ohn{s zgH!KXd%0IOh`8Bo+F70pVwYzwZuyl5zx+O)i}cF}cg3B%eg@=&-h_INH+Mc9>5CGm zG|mMb5VqF2kptVZ4!_x#oeeI#q%QfN%Ywj^o?gs)20S|F+*r|;1%C&}zW80sh3#Xf zHYeT4g_#fTU8e7I!Ju);=jvQ8=<*`THxV2EnAsChtd;|eO>VUC&TJSH-2N{&EDPrK zK55d`GU3%2_nya^nP8^jK%E%LhCkBx*fH2#*!#4qMn@zMDuUl$GT)mAnU%h8smxpu zwk%^1`*UE6O2yBE*Eal&?}`qP%!Z!9y%M>y*|2mjI$~#S7POiU)4zPo0iWb{=Y);@ zm?!aLe&TvQyy^}0$6P1`ag&P0JQ3KAiDvjm?MX8i53M zWIh}os5$Xdrx1#?cV?X6D2BA$EBtzvB`^bj@9tMA1sg-X=}LuCs4H%Hz?3Ql#;#FW zVc}BPr64}n&0h))vvSIpGfLp=i5)q_@lw!}WsVQ%VW6N#|MjN*SSZsd78c0CLfQ{? z4wt7`ct4}nN$kLaX6m!iyaX)R2EigHKNi-nKf9gFiG_%>Tt|QX#X#Ouk5?QQaqwWj z7e}@)9uE2tY=U+ZU|Yd>iC`oF4$1^`V&@6)#eLs18%ZL(vXap_B20wFlWGBaJBe`A zf);Swo&aOB<-g>o@SvNUAtF^z1dO*`vG@cD2KjcXW{Q*H+LMu$q8>8jgr?rm$|1ur zJ$qF&j|>aVj8`2pWN7_S`=F0T0x%B9SJWcG$IwtG!F3`qd2CGQl*q7?O@&Lhk_yM3S3t@1b-tHk6|jB8{cCAo1w?G#8}~Vs2B)9;it}pFL4Awb zXp|-$%x^BKb86E;?au6<^pkYBAM_W9g;LX79a4_fw{m#*lI_Ekquo(%{Bw%{#|)H1K}9NoXLE2FPO-REzyS{z_nt;JvF0kUh8M#T$D%jGZ}hZm^UFmJ{ElZ=Yts^-b$FT#+1M!jUU>6+)3rc#v@2 z%fp@tFTd`!uR6kncjgbj$TczHSU^{kb9ptu{&_-J2MZ1jF`sjGvtVwVcRln{4fOY1 z4_tPxfk(mLB@I<;z}BcR?h0oOe7myhTrFJ#Uw`&XDXp#n!;T zTC2*BCTxg_YG@n$#fJV?qkhc3T98Ot!_8ULLf5I+tiY&RC|s{rls2n{gcBk2n3J{8 zLf)bzd8igR6z9!;uCih2XY8hL^|hd0{o^ybT?YY4KaxYf*KPF6ZR{Y`dRV%%qp#ye zJ+Mx4ZXdc=4?M=xd}=B6kn#5N4KL4nAW1O%&&bxpAZN1e@K_x*wJ!B>+^GXbu815@ zay_gzd0H!JHh@pPzNJKY1I$SeJ?3t207X;kH?xigcrQWMms`w){?4|{#}LR1YJpzx+Z$hVXRDC!Ka zIdH!LZfLLIvrHR6M9m?P#oqwizwN+BD%8VJbJG#|)H<+ly{FyWUkhO>!wszcwP12Y zwPE*CEv%A4w&)bsfkjA*OB10E^tHLlT+QoXRy6O-WAQqO&Qn*5cCQ82=P#js&)Hzw z&4qt`lnqv=9K)6`) zU9AMYkUFO*?@BPVO~`NBUj@=r+IyePR|1pwB2Gc064vFazH3J^;Gd4SL?jmjj2{Mk zbJ;_OXU%HcE#+v?YOd))zf6bEvK~FR_b^~M>-3KVYX-DlY1a)?4e*9{It{^b4jAYUf1x)?r$of@ML4(jiCxCU3#%>wo$(b7XEJ69@F5n zr|?_3XgX-LGvz;@rGt>frWdU}GfzYeEO9AeU*wQa)7yu?Bk`i#jQw zf2THJeGdif&f0NBKBs_4!~L%%e=DGM@3$XWbyVP9WZ(^cQlaqvsof46eQoyZ*-kxP zDioNR>y7kQz_GmQr?rw5KwfFKknp9zkQle;rYJI0hj<+9$Ra`Q##aCK92tsb6k=0O zZrIO7^Xf+`fUS6&Zgryqyj$~4Wc({2;G+kZ#VQ3f-}iKN7*k;2x0J$K0U4aT)GgWa zWU%PO{wdNX!Ls9JcdP{w(mq}FJ$Qx$|9qFqzpInsWOds?vp_P)vTV1XuO)+<)q$1^ z8-BcfP5AZn6$$oWXa~g>i16-<&G&9DB3#(!y5PHy0KHyWgkl{$s7Hlqxt+xW!(iKy zW=#T^bLX{Nun54x^eN2yN`Qoea>myl5+Dh4>5_;k0j55hh_nskp~)g(O!^xR?wWEW zh8yAF)WPc6SywC=(mD66)nTCgmeOWF92O$mE?@83f`{^ar_m`cJZye-gV1b%hf1=m zb+rH<&L|v(k`f%qq`Oe?^;l@hA>)1(7W)#} zjbX-^VGP4y#vY}@(LxI?wnAB32>9Qhfe;pL5Ui-1nYy-}gMHQ7;j^b+X`4gJ)Cd zOeU}%EN5F*lEHM{njdEUB-kZ?v2P+P1N@tvtJFt{03;ozvq1*b2p$%F^e6+|cPU=l z@+JeSxs>Y0KW2c|rk&~wK^b6HwsTFYPC6J5W}L~3PlGtgmz6(H5TH-<@Ds5MNua0S z__Y5+JnY>u8@(Ye37qUBHJF;IFe74K@@+i*I(|aD3Dp#&ebp<1CIagj``ak3+1uV{*6y>gO{fQ z<=;#!)Tn6;eOHWy&($?=bDu>)ojyv zG)Yd@3kSy#D)EASB_U)%pa{YVW)$8CFUw59`)82RqF*8Z#5v~DSk!}3MGb*amu0#}i}>k_xc z!E1PC9OzsgH*ve+NmsMX5X`pS;uRSkiTfT(CdiFNV?uSFtpn#4+7O?(i7rLqK!VnF zN!xHV&b4sQI2MjQjO|gdD;&vdbc1UzMBr!Qgqa zwME!%yl!YO<5iJ>FLHnT3A~HPSCd5&YcU30!}wX`jkhpaOI~b1@D?6;{Ik7tDH@Gx zy6=gl$6)QV{WrIqjYU_79V5jOxAB~jaMTuq1axt=KJ&#h8I2N8dB1v;ih(RIV!S~z z)&?stohK%usIrge-JnElw!MC(MJ)*fYlm*9eM&;-W>3m9ja2mf6w&O71e9_SQvYH~ z#PQ&>>67o%@w(-`%5F*qW^+4QuT#lDlYa$#mwyuRi;0J!eH0P@9X6SC*+@i&@(!sp z{zRBbEiK;K={%+8rpqjLf*cOwTXnc%i>PhJs@GEfC+zVC>g!(IX-@&pNTbgy$_}?QBZQ3 zyy{Ui1#gKM{u7s^;h0a@g|&Lw7?$>1qtKUz1;RXcrh2oGeEp`LWf28Uc<+>iFaFVYWh4-_$(c-Z66>?CFEdv zZ3Sm+j)q%*t=g}sLc^xLU141cG@M-W4JB-$p?l()+b0aOk=o_wNn&Q>$Tnw!_46FG z-s2o%Gf792{@&rS(p+@Er82iuhK`z>1bPJ%veECr$g}I)vT;08HQ`Mi4JBjkU*Ek$ zL%A2ONqg33W8Wzrt`xs)9B?4*P~4k?loxGlF8<0v#=$lt6^UGI)c8vgU!RMggG0W) zk;C zw#z|DTl#W*BprKn^KDQ6mxBhYWV_!rt@PDhS5V2ChHo2<-b`E4u%0a2Lp?=9UCrTs zGKYrNrtuCN_T`{viSWe#tmvrBI+dx{my1>m0>4!`0|##G7T?vHi+mL4R`~;TT*$6; zP}oh!()jr~Avroe@Dkbg<1HP>=~Iw8n2Y9zE;Ao78F=et$X8FxJPf+~twMKqJ_hw( zkK=P<;!cVPIm?@guhtxvKKVHxlLZ4$f0AILiQHPjnBz?BjEbfk_%YGf=1&U8ssOVo zj{E=PD@2kWvw9-B5Op4jUMfpwp-Ox}+{FGOH2RMxXj-=z?_Kz??%D4moR$7<;#^yV zEP;rq`+tg%*<)tbDpHI+o795l0*kTCRkC5HW(k(E`8HgBSb{;bk877L`9$Nu435c$B_7##Q0#%lP)+!79u){js>fU4=uvJW~F%m1yjj+blU+ ziKgECL0XS1u|UR3oiSaB4K1Sov%6b~cQ^0cO4weBT_X0j;#D+hH?Ioo9K=HTO|LBgInHjb><0fQ+vsy4>$+e>7l`UOdz zkQE%H(YT#G*mz0SY5n)BY~;HUmeJf;jA;ha^2Ohakk9JlvmHT2cr1C)SfGrBj%_iA z<|r)eYE}14QDI?ckA?Q~L?NF3w%6vA2n#8;!f}r~3h~jdUg_F}LflqJ3A`#;h;4nV zHw8arVo1Y!W1fY4v_F=-^`T=v4*8}{J|N}cQwM$%{@Oeo3NCKYzLJLzXEbYeC*&bL z;jZY$BYCK^DqvsG**xUB{!v7ukAbS~d}>^pxp>@eU5~j)4*m%_;q-o0HX4tdxSTRY z#bS|@<6Edy>=<2ajO@!ogPNBLDJ%1oRpeEe=$nPp(@9PFr)hY2^YPM#$C+69K1m^}>7guUPO9J-GijOC7ZlmxIUWqRaw^8r|G2mrp9F{#? z4DQX1!wolHyVn)OVQ0JF>7;;o?0v8~_IhAEE>c=H^IeHSrs|LEBDY99o}TO9k`Rtc zxu=(&8HAvc?Bb}w}S@AMa_;!u>t!VG0}VP&AAkE{k8tvuI|EL*TadT;c9<&~r{8njPIX324r74G z?}8`K9Q$J$=7KeQDNe5cT(Ik0j@Xl^ix^=fy`!R90Rw#0yZXD%LODsJA|}lV{6&Q5 zI&z+{jks&)!d*WQTW#N_o$d!N_q5Ik-SC4D2%D{Lbprv$G+jc}5oAh+rW3LE_+&$CZ1b@I*cS7AGYFD0jK^xJVITpcJG=&W?cG^TTFGXyMSfapZRLQYg4h zrx3Rb+=QOr$EYW~uY-l+{ExG{ZbG#4XzxsT6m;;9pn>)+sGX?F8GaE9yn<#P(d{ey z?$i2oQqM{p8I~<%bqii5Wqds;6bl^-5Iez+0z#_yA$U~K88v>BUb!*H|5#YJ1*Q-lq1nAl=Sn0Bl00Kvix-OCl z;O|OUu69X(>G~w-A7NEu^}BomP-SzCelHBbIId#PctC?PwKLj8VO8_Y!-8O zk-!pf9=cB^!Ryl=yAIc6fZM>>inF^nNs}4E{Qemt^j=nc83xauGR!4u$g89GuKX2sE2G;u~ z=WE$?pg6^u9UIOCgV#E%{cRYK5qxKdxfKKKP3Gpc9y8!%aiE8hDFdiA+75N140x`7 zKc%#u4kpQ^qLaD|Fb_EWGBPC(SoEgNx<2{v+_;JFd0#$+tXb10W5k4GK3~kP0~4si zhvj__FrhSSu8CKT3F}WC+JC1yAEcaR+&pEO(6;(v{)}G%T)N-z+uE`amGrlD-9vWEp11J2v--o=9Bx|@~yrwV~K-@a5)TL{I0+xJb}Ere)4siyCLa=D(5A+SM#D&NSZ2 z;AKIw(^P&&TOoYm%nQ}bu%Ps`(t)kTML-x`IP~aC5gcdvRG%6vf*re6Vw)?9z}-(w z|D0|ScwKrVqWFRZHA8A;JI}Jf{OFO*HlGT?Fr;u9go_|R{KWh7zl)$bJA!PoSOoqN zm!lcw#jy2r*}Ot!F${L@n+T{XhR>fL3rpx0gWUhxv8km9lzumxUq4+0EVF46@AD!U zy01jy-(3RxANIGbmS)5EsT;R6WY|#HAfa=J#D-_wzJFCR+2DQHd&}51Ht^)CJ;@&{ z0Xa^FOp101l#RycbC!!?q+?I{mY*fiPiX)9xR4ECaC)VH++;w{R471XmK+HJ{* zdyx&TZIf_ChXXU7)5S zFhV@pU?q2{p<}KDeAaXRxkZ&g-J6T#y3As@nQ-2iw5|jKzi3-mU1!7pGGuzV_i$ii zNYm0Q4-WKb)aTc4Ed^tn{4+J%OQBLbEboyY2XZTwA|wy2@Yz`n(*Chw!fUoSEshOu z1=cCM>^ioGJ$I%OzH!uZuvt#lGlcRuNdOTb+5e zr5GNliL(~?N}yTEr+H4e1e&6@s$cIe1}mz)b``xC!c~-=pZ~82QrWdcPoW|xVBB$+ z>tw-O`Kx1glZCLe-j_VZq>pn*L`! zt!GmNJ;B`531cj9O_}>2`w$B*eO#Mqnpy}++p`xqX@yW=77aqvELiUO&MmvS7!1Rz zSy^X_!RT@Ksy^NlShZoEG`Ok+0)8Kjbzdxou(OqAsx`$BclYt(Ddl1q*tVxUYjrU^ z)qTsWU$mmX6W{(`oMpp?sP{d4_Hp2Fh?BqmBMxK^hszm_a$s-I-DJff4)95y{Vt-( zf#LPCdWOzy=qv8Jx%Nj1%o*khUlA*Xz51Gic8AKqB>#gD_joDv4BD`>vdW;{QX=uM zXc+{UfN7Xu8T7M05M7^fz*5=6`kg2T!i59045io*GLB*9E4u0}b z6uOt!Oqn&7!m!>aCF?z9@Jqb!fkIFjbkg3r1iO^M=z=TP=7~}$`)MdyceWJ%^KWfu zsFgxntW{{&7zf4=nF+sYEQg!Xtw*-)`Q>O0Ybx`YDxE3A}dm zE!$34g4wBDFDroxcy%PFGbOwXtQ9XDQxhqL=4RD|6Ekd(id5zHvMGi2x88g7cdz7G zJkb^h%0RLq=lzdsWuR#JR-e7{?q;0=Vv83CyjOpBS*^*2#$yjc+M9~O;>Slt>9a*Z z>MRvwz9?r%LdSHTvOP1qANLoi754 z!1s!4?P1j-_~guI^Pa*Sb@TwMXUoDrz0Y|DqH)LhxK>+(UGYM^J$ zlMg!#PyLx6%mxFj`dkLVfp*u5Ok_cb7 z9N1KHCmBjc>g@>ZROtHSoIbmh0(C9ozyEGa1;-Pqb4KhW&}TYtAK_1g{8D)|&BIxuq!^ISUSJc%qrox8M}zwI7DS2*WM)am zgNRJCI+ukI z!C0smDOg3Rj{<#e#v#keFu49_b$swt6nxR0;4WI>v%Q=wTF-L}6uKoH9-2l&wqseh zUPctKUwzSZ+7kh0AA7z^CkI1ml(v`J`arPn_Lfvr_XeS2@sneR9pPz34|Q{&H$=+C@U(M=72x{Cq!@5_9F%fIS)nV}o#`)*l#&gDO7 z`bcv;_(BUSdkj3B7wj;k@8l<5dmn7m-Sb>P-4XrnbVPjdJ%{cZd3%?8&Y(MnDm1A$ z;KF_7yoFPSxkhM&pZ*6Qa_5(fFZEGiY05G=?{2Id2t<#SOBf z>*mR~F>!C7ylzZcJg1X{;vXWVPBbRtPvG_*i9=GKI+Ad-gLl?{ArbkN zU$%U&Nx}^mRbH}KNhtWMW7h{t64pG(x7{6Im6`^^JhrW4z8gUQWe2Q#&Cghg6jD3ivm9CKVNp$NxnL z5ip`4H`eHwht1cnMl5@aQx=KOth#u zPVmg9VDYz?=aN*Zn9rV`Di5R~Ik)ByT_*=WRAo}GccpY(y>i|fvYyuRMko`aQe1TfC__w zLXL^#l+F3bTiignG@Fl$tA*3tMGEjiy#LLeI}5P(^<*~dB@@+uJ^01&W#Yt@>3yrb znV1rMf_lw^i6pObmYX{hBU>!=O;^x7Z~j}{6DID#kOBHDCSI)3`YIa7#BUKU{c^N? z{FZ#9cETnPd-DCI|7>BPaeuFKxmqs94s3bg6HLdu)4dl)S8#Hz2)lA+VkAjyW^Gla zqq~ouV&Rt@R6i&B{(@L8{t%7R@QcX79(Bv{1HY)ab@MsHXI&JuS3M&ZJd}xkL`~9q zb292X-zXUTPD0H;AA!aup~1LT!QM|K43M1aT{S?$cd3s1C)Q+Q-QsLru`(GAGJX>k zg3?j_YP;Lc$u#V%@D7xcNyGii7q@&qMnFHQ_CtkR2&g$x{!j2-D$=FOYu#7;5b$a9 z@~l4ro%iU64zB33aS!D`<%l$VK~B zQe!g{qEKh&4 z6}b#Ue}3!S0!?vN&FS)*IMi@r{=hVV@^R6PxA!|iuob)ftBui*H$|g%uF|O z?P`jJ{8Lpwhpr~U%)D@iudy-gj8oVgHV?a|%1NRBq`dPs=h}W$%546evgU|9>p?AnIWPXrHlA^#G zRmsF3zbG&sZz`kkk^--umDSYQXF-eDxZ$s(R1md0m!hFWg=bg$Q*x%WAY6Z)alIlH zLIiClp6$p67gBF#dkr0$*Zngz2L`O0@!S6UU>+ndN^$A*=0QO*@vcQ)9&C`-lr9d= z1M7B9zTgiA4F3B!aI=sBOKRnbv2+G}*)KU8ppy@;DqnTgIx``hv|6DfmkH&bN~{~3 z3*a#N=1fT!0Jqh&fTJf9EP7N;&+lczs+fHpiBb6=GWH6U;O$?c*@_CW{(p)Fq^M9m%^F=W$pZbScXgjFWx~&{<9!atsc=$UYQpGK zHvApWk@(=21CBTEtmeI&?wm#pw_n>IQ%AKc7T!%&W3V< z?s{49!|RCd+4fAZR7#~<(?~$JljW9)B>_v`lkeFzGQ2eB5L8+qdi($lx>SE&b*Q7lSx-x`=iOQG zO|;)oDTxA~((?)~y(dHT)qM(jR+;eKXBT&eSQd=xy?prebrx*uiCkX0;+ww9Yxj)| zX2HYBZ??@_vOxHJu+Q)`1rmM5yLtCzg3X0w^S2}t1bANb%ea#c)iq^&m%=k(Q^=76 z&nHNr;O3SrCqaUTY4Z0(gXQ4MM9A6ZeP`Kz6t4 z(5Im!xU@#aY1udta!M=X>YfckX%bp8J09by@c# zibWD!nc@4ia4Qwad_Y6KvGADtrwF(=+e*3L#grL$)|KOU@8f$mu~C7{hSQfPnsynt0%*r zFZp$>7m1L5GD6ebIRUEor0wu-C&HPQrXgFGXpk6dEED{RKI)2=3zr(=%P9XW0TQK_ zkDMxu#M+G|cgJ2uU=?0|nNA2rO)u3dGmi*799L{KdM*Na7L1+atqJJ5!|Mjy_DC$g zH}^z7Hwy1A?34Yvjfh($3iHh@V=?3x@g(HzoqX^`S&iMJ{Dgg_vzu9S*N8u*T7$c=AB6dx_rBhsE z@y^zbjop1jycc$=>xDc4SJv;I-qaF~wqJzQ`z6BgaP4pIMxHR#y<9}$yUhxjD=2_z8=pL(I&jNxPdHr8*wA$JOz%W0Tc>`X&q2DDNhk#J*oe?7;ebPUMZwD90;ChjWqq+Hi0V-)*d z*B)gGsvmu2;cbQZE4 zi_TaKW?@Fvx*E$@6qM!N)Ab@S8+R$oR0I!Gafjsm&PG=n+O9-;f4rN6>Q^U)T0*H< z)f%ix?a4-cFXipKd8ybxB0Sz8lY>s)`R|%O=AzNw9g_N+^RYx*L-K@pA>Mx6y6g5{ zIudvP{V(eW9fv+-z5Sa*$KHDq#jix@*dmiQ_4_~}CT{;bF!izk^B(Sre&3sqI}8>K zj;7=z$MURB+POTmR`|v9t1TC~42?@==(!lqwCW;9%kId+Pt|TI=1ye%ZuUmN(v^&#W^bp}Kh4DcTUn{b z?`g@3aN5SuemBnka5q_b3j_$u^hX^~9p{ng4j!n8)EVr`0*; z&N!UyeY4|iStL&UN4%c86oxK2V?@2@!FV90J-|pa2s;D)oG*6yp{DQMJI^=zVU-Jt z&+!M~!tBVH&Bs8rme#d<5FU(9*LG8V#se{wyFG{Y%o*uAmMXveOi=6F;^|K=vQQV6 zPk-Bg8RWI>m;XiEK;6u1&dZaw&{=hT?7O=Y1c^yCT@P}Cs4~HS3aj&8z2?NGSMK1J z*2DgpBLoP=kC7BcfI)vH-wcd`0DZB^TRzcXyC!VgUCU@lZTUK_b2b_RT)D1YRf`5q zzwO^2o{s|czI8vF$ppBUP!sQ{6axop&a_f~#zUf0glE&!B$$?t{azTE3XAe*76+3_ zuy@UsmsZy4;I>~m=#5D__}qLjtHGNA9K5O}+al8;CX?q%>6O)fZ1a*BG@Jn$tq;p4 zBq&h8en8WrJsU1b&cuI?&VgO0P8`QgH25z0e(>r|8jSRHZrw=5Y5TyW~+5ZsVSX&63T^FU>Wav=y-`Ea)PCE3j zaaRt?D}-*fcK!-!I;hk|Rmvt8f_b)H+6Ep`^OhM9HbOCV5HEtcdzOD*t!07b zP-e&!ut1Ug;CqVfxTGTsgl{c<($8W+#R6@n&yEG>KRTK;^%lYR{eodSH7q!D zB|GKojuKFB=?HB6QUcizf;aaxmO`w6)`NztWpJ+6ZswL{8HB!zOWR{n1`7e#*<-(! zLhh%gnaP`_@I%k9u-C5??$4j!R@7Dk=^R_xQ>IHnmLxUX+g}DZzZcqg{Z|e+X{T}d zMLC4;|961ZT@F+gH4^))au92AKkD0C4$e%$rzv^ma4s?L->IoGFe5eTGS-$sg7&cZ zsg6?kzU^V<)B9!MCO}(XH&PDK6Q;7+U(11gF|teNTRBYncb&DVDTfaoe)=z?%E9o% zoBqyEtLyh`P|{Z81H2VS^J7YY94=8F7Fi5J!b04f1I1vs>Cv9Ppc3GE!ag9ozXU1{ zuh4d$DFG*%u7q7gG0YU3J{6KE20ELmI5Uz3llOMk)G~|Uu(7kV)FKmVpXeUcOJu?l zm9XYXMG+L-VxIfn#)8eA?^EC9v?2GI{r2 z2~g_I9DKw|plM?m;l%r5C{WM4D^pht)p`=SMr_4kTmG#qLY)N~oW=&nn^@q`6|_*T zSOSGIn?AYUE(Pw#V^wDo%RtLoRCJ-e3^vcHx)VFfps)2^hf`!Juql-)-`!jS;=3&* zCN8ib?brR;2{#rrC^>$wgJO`4Rhi#;hXt4ZCGMzQ-Cyc!#kRGXEI6^Ja>Yx61;^_( znG^IP7!bItZP>wtsw76n^G^&2HXavSYf=O?Y9W(thgp!_ygnc8|9)Xz_cy&+N| zc?N$3Rp&tC@fJh3S2S3o*RDPFAr~SOTMcVQa^dV7t~T#!8ayUNv$nhEfQOIr)>n6_ z;M1k^L2rcu?3-2h&lF@qDAadMuFV4ZEYGhi8z?Zh!uV#cJvCQ^1KoE92kh zETGy9czM=jz-^H)>ZaS%p>c}EH@}bqshm#>lN=I3bLeH!&5Q9M*rTo|qnHFYBn%i2 zb(10MfZQK{Y7%hZxQWqVB9shS6~EC>fB>;+0U@qf80=-OWV;c;;BA2Q+vP||9@gEh zA`t<8pDQB!en!C>uA%sKu`!UxKl|npEe1q7xfCqQNUstdi? zKHcsMhB()EV-XR)AanHV3MZE%5Jg(mL@He%(}v&vfvXQ3lWIOzfmN_{}> z2K$%;u6mG9x`%D6C&WhBjYs`;g~SZK3&%`sLE8KLBl_qCD05SAlDMP?OL`^h@t2%I zF-EmEliLfNTlU{ryW0z1R(qQo9rpr*k7cV5l?(75>f9ap%^I|fx5>^+NkMhKqEn28 z4Qh>u8H$@*V|R4anW}fX*qv>y68q^gs?bsUoLWA9pFz2rn3jX#|7Gb$17jmuZ`rIYZ^F>}d?o+KQv z>{(QDOTou{AGG|f({P*EbK#yL5~fqmy>@++imI``8Jk^_(Pm&u$m>Kh&JO)O`rIc8 z1+$mXCg|~By3omD@<=qN2*6#_IdSm ztPSQ`zqd0TJ&1DJO4I2m_H(*^t5OC!sGYqOr<{om^JBv`$H-Wry^d2kos8k#^Hn`L zWNaE2iL|;;#?FEbn#2$3==Ij>A74}o&V1Q#;I=jiFSbWl@tujoeAD|({Z}zKZeAh8 zl@p5(X#x{h9>=2Un?vu8w8!D@?Y{;u&&Q*}u2_y?{#fLU6AP066NxSq2LDh?7?#Ly zlhBk7!Okd(DUWF|7O3>5A2SWY1A^mmCS}2R)J{+P+1W7EhuaDL55iF=MzNTqEeyp< z6*(Nr{Bg*CyF$bRFEowgNh}?9NAk+s#SKpGNE~<8%oXy*mMsgMpS%5$Ebc=0UI@lY zS|ykAf2;LUlL$)f1nige*e}%@ie(4*`;80yG4W(-`+814G`J|Z#60VXcFbz?gpXHI zn`?IH*K1p3zw=Yp#m*M%2PR7kdu@^Tq{OL74I4~XUQ9mcZi8N@w!UrEGl0jz_1c!^ z4iNm#_D3j5KBQ7icLqc3!B&OQFOksL?8#G}Mg&c^Q_IxdaiFGOU0FIE2lnJDkKB9lV0QIC z&vRw*(5}tLE>;>3QlIx6;SElNYsU3@C3YkjAN=+Ceq9E9b?k9uoXrGB%U-^5GcuGW zsyQ16l0l8M^mL#&6SlPuh>FT(!b#Fyqk)VJI3;mhuyboB>_2&2dT9#>yAfLx?YJP=f}yFDaTD&gQ^K>!HT(s2pgZ%z4wfa-g~UpvL2^RCux1vRkGl z8$LA$QyN@zq2-G5tMR}2VEOFP`@P`>P;yvK%jr`A43#EsQK1%q?ea16KG6bbDC^{7 zb>u^yeZb#QdOln^#s9r;Q$CEIx3^ZSr9<#5cHId%CJ3y4N6hXrpkVji!pa&3Y~wlg z`$#YYF7CYJbpYu=u9j+WW+=bod%{)S_F*JX;7s7_DPII4hXLQ;~Jlw4Z=15>BjA& zK--wP)srE^;AMeZ94VPle{?|Pw0#DMK8beNR!aeT++MD>KUBD}CjZdD zF&b#SH?QBqM}z*u28u4rR4|udDOO77fT;0d-r$2&_%5uHx@Au`4DJ=}-6BZ_>Bgt( zJC?}M`9)~WlnoU)>XZu49$j_w?u(F^4~M>+$^ZN*5J8EiVOmx*W-_G$bg1M;)6gY2`H}3Vq#ZPz|uR#>a{@vlytN9 zXzfV?6GyMYjTNaN@FG7=L6rp4*NgnPD@h=37SzI4O@fFcG5@kYrozTsvNHM#t4=vs zc2wYcA~g9}r*-U$2kZIp7i@FUVCm?X@#$ndEYF;{WyYTf_2Tm~RH;M=vpArpN{ol@ zkomJDjDw2u>wnJctvY1bYEgAA61qzbs8Xf`==pY}NR#s#WIuFl=4%N6kHe`Yw^sjy z;m4J1wT?wWx2m<(q+S%XTs!6Z#3TwrHEyNo$40_h7hda|g5kh2G56C4}ZN70As#lGIHmGV3Ac;AbG(bRQAWeedOZ}EDX!t*L+|J19}@cbLDz;~m`s7ht+o7$L!TL-tE*D*}Qsfai~I$I*< z&-6KU2PNb4%E}>?pD7rlaaV6FF%=8i1Um9cNvP#D^l0BK3GFzEbuOpV@wn^o-jUuk z+)!@7sZ*JZCl}c{4=*R+Z({t$cxF6aFrG^GIh2T`K+L}IHw9DYX;HLA5}sQ!_+oWG z6TfS{oIlE+g+VRvUgs84P%ZOpGWw z?J`i>Yi6JSlXQG3`|zdls*~tdH{+>}X_(bgs{b@O6?N73MykrE;lZ7;HGCo|813@K zFOivm{_9^#rmDrFBe5(<*qDfc8p`jge?+7E8E4v$=4cdeJyMZp8HK(pY;Wrtqwx36 z>epGFQ793s1?zL8Q0JoOs~aUDXeJY%V)VrytLKLuD*SwKB;?dK_fTgfXQ!W%6>-I& z?~%!KWOuBWIKm(z*Q%xnXj;iB9q-WXm?Q{j(noVdgOZI z_sMV0UgGxX_4OEsLzgYeG#>aou*VivcsW}Ie5_FZ^sld*x^1xe@)@NN4<~FGP?#*M zcfjt%;D@RH4oE7Y*jpdB!Sw|S=d+Vf!fhV@O?Ql4!KJ@aG|k=zCI|eT%uWV_^Wzrk z<+s6L|6|9i_#Z)_fzPEZ_6I>%pwRHteSc^OB)FeW_Xgf)=D)7a`U308rmDZ91Q0PW z-fI>@ghj1!pUBR5DAVhCU|OC4ylP&ivgS#kJM+=yCU*+7{aH{96HEaCjhsPcr4*Rf z-x*s#P6k7iX@4A&4hq{h$Hk9i!r%Oa>ZA{&!}+k(e>Jek zuMl35u3Iqq81TrjOra%}0ee=oW;OORVIo>Uy{?c6#=(z<1gn@(C_b8Gx3LI%Z!Rro z#4us=c84V9H72aseqFm?g$aRj%k>OTCVc!<@;C5x5vaz=n4fHAfuX|JZKpMgq0rSa zAyTs#jY0RwoO7AMwj2Zev01(!l8PLq#wab!a(%7YqCa zMa_P{X907%cy_mBF{t^TSakI%hMR7rDs?6crskgs12`)?+USCUQQgqaYV zYdvsmnGWvHe`HyT&>?M)%xzZ!9o95Q%YW*bBB? zDEK4yJ0z+Q;A;1c>?#JN?d7OrZDzuGjTa3ZHca4pl1TnK!~ox>rwotR49L<|a@q|H z5bFrCoUx;Wj^dTy`xgr#Hl^p4%{n?r4UVuemgpe%Fr1rDh6xYfvr8u}Fd(KygwYF3 zu+kdRHGa>4ze{GKP3jB?a;{5#e3cG{ItL?Nf(n6S@c|cCNC7;$R#4k)m=EakVfT_l zA&e)O%x}u4!(p4JDb)>hn7CBdN{(JVkE?-S#ShX!PE9)T+pYpIQMIxb-j@eMe`_vm z_&|fs?li-s3@UKu@fn;bpup&2@@d&>3gn8Oq5Slu0=Lw2( zF3wOvU7r?blt6`;n&3XMGug1=?1@0OQ3@1uI~=B#Wx?*)FS|5#vOwak2}2}}0^Dz< zD?EI%!3DM7afq%uEutsErIiAX$K5%K8Ch^HZn`k#b|y@pzv$NbI34aU9({P@K^jyG z6XmKJli}h>MBs{Kv+#Z1=e*dOFKgcs_MW=Gp2ZFo(k*)RZ7K8d= zREf;o<9;q2r(bKze^(91wj07E(sUq7jauAOKIDsbJM~|ZMSbzh7snmke%?r_TWHjn z_CeXdMu%<^15uv*@#v5EYsk)TA{QqdfoDlV=Wdas@c7YrrC+azxU<)$*Qz`cFBKiy z5E&GX`v0knn97D@I8E_^mr(>B3UT*!@`=Jo;f?IAqA@s?svYONH33UcG_@-YBqOsH zlX>JxcvQ-hm9;J%Cv?43ykwmwYTP6KjJMMYP|N(Qk{1qVMS}d?q0IQ1=KK%TzUlYPM#g(ut7Uk%F0M zxmh-DBrp^E{_NwCHzectF;=%&NftU4ZShSAqu^3zE8iM&HnyPO`oOVl+*U>Fi0PuB zmVxNrvz*yz<{DM=MVgB0CIP1+d#G5uZl2V+kb^f)Wex9A%f)T-Bi#*$^RU^7eNsO* zAKNpZ-t#zAfYoCSAtnb4QAv)-rv5SyWoj zDg|FSx70iPXW^y4=4xrqS!lpMOW?52LbK=eH=i*J>rS?Rlip3i>6S+|C30ElCOx`T zKAeHSvPT)TKO}UMP)sx!OU0a{M-$nsQ*h@}NvFs{5~iic4Ii&b#3VJ#6Po!6cx3kx z%~r`oFLwb6-V5I%#m%r=e$A$5x6k8x(`F_~&J5+Heygtd zU%;{26@7E!1-ubmo^{>X23yBY^9+WVK;8C6W3gHf@V@m>a!$t&*4>>bGLQ^{H6f)b zx(T5WQ#@?^q%#62N8GqWwh=&7?ew9^lM%rELVx&8S~v{OJ?<^YC&2#z009606qk2A zmG2wJ%?L#rl2MUWR8&IcBP1##WHe-yB+5!kA$#wY%^Bw5IF4DqPsxaoLS-aPN+d12 z-}(LZc|EUtJokOw*Lojb&eiI*34l({*5)O?5QKj;ru#gKz=Xuky#p#ynCX=ByF`jc z%)l<4WrL@7dV7wWYK3MJ`B3t$O_r z*iM1LMy~Mt<1GA zY6~%Ds1g6>MIj7*T*XvWi?D6aLq~dbA*Mh6n7-^?h{?E;k>}S7!C9=3bag{9guNfC zn(&mM;*-v+o|PqVU)>$OTfYP~HJ9`zR+r#=Lrc+Rn_@INy0rwA7oouS{1Z=&A}mhm zul9*5M9{G0v`Tv+in9BU#oj5xJCjQh*HwyfA)0bL#jP0JV~szW%Zm}XJ6cpsqZrOx zxDHpg6hUrJ(Ckoj5x%9(sZib&BJb=UA&Fm9oY;I&tkSv&x(R>g$9jw4wc58N`*jhx zh$VH8x2$zM+kF(exvJ6uey$>Aw+1L65D;y3S|{q{qht0!~p-K36^z@_~%d+Cv>WrDOzg zNqil4AtQ5dyrHuh8DR=56!)i*;1gZrq}NNvgE#D)FSk*V9JQ>cQb5J`U3KhT5`|bg z*6|{0S0Q*lOMVv_qJm!VXd%{~3gzMTo^5f$ zo|R7rQDG_+QntT}3cX+Ht0~cia4hne+qR+*y2t&Pp@#~g`nPDFjkRBsbf!*$DFr0~ zCoiuPVBPC_G1tI68Fg%oQ#algB5g~%W_@5W^okUyx5A2H_At)iumkH|*e5SNuPMTt z)tutSrweg@6(?;(l#2MP<~tkB$&g`7$vJbs0CwE|%g<)>aKECWn2|t2{m#OYrBW*T zEjGS+<5q|j_J=wSC>7x|Mf{+dco8P6ML!9!6+*1)-$LhUD%QFQ8`GR9&~xHBC`ch= zcldu9?(rnd$;kbT&mtkuIl!=>jg01xcQU$36tr1P{dn0x!R<4fn?4#-kQZq7q=QTb z^L1dXz&NLq(`y!Fb*5Ig^wpIh@$GqtWw$0`r6cBrbeQF35w@iBp(l!et_rEab7 z&cxIZxx`F48|FVIJ@$~Y@yODA>r@KXl?f`TzDYrnc7Mz@R^B>m)9QD5 zE)n|R$dhQz2;ydoa*H3C}K(2TkbiY zypV)dBU~Iit|ntz_?dkmcQSUqYSz(hO2qPt`?om)5?~~V;Ih29 ziT`jsJ{Ux2Z?cPpyw%Oks;;pJ929iCHx&<^if{7k?Go@U%z-1{F#)SBxjyRsi^s>d zw&?Ra;_>?Syl{C%EF|j2)?Qv2g9O>UUiJ%72+A?de)l-=5J^h7-7 zpA=S&o5o}3!Dvpy;W!x9dCzKGjKK+o;$lznNTfFSUJV`!g?ZfuIpwZE$SIi|OOyzN z$;f}lobp3(D26>^e^3}UT=Jfrp9n?g3tqnt+fbZ6(E57LHVC}V`@Jpp`9tbX#ePGl zoA5ZZJ^3e_2c*{bwvQaRi1J52QckGb!h@7)N4a_h%en(&OW&@c>}bf^e>7LTSYwdy zR&xQo(Z_}!)t|$|R4L20S1RbaA-LztzvIM-(TQxS5(mO$^~Q}K72OCI6D7Gie@BA8 zMeo*$r=|qk#KVpx9v_nahp5_s>u zlCdYmJvPkso?y;Pc34% zXy2>qy)iupLZrcS0s+iM0gUjYnzVn9C0OPPbIyc*=tK|l*%yR z5n$<@L4}&JHIeRSvZ;857O$f<$<+(-QA&v)5 zMp)3|hzPL&S^tPwLPmT}^44M$kw3%XNje!x^iK0joOl{VtUdUgtF<+n*l$$E{vbGx z2p-ojQcH~|0=l&(1o9Gy*@fwz$Ki9}u;#hJP$IFS(}+XsSpp%Ryn{0+CV^<~ZMQ93 zjwdA9A6(T}N+3FD;_biK5{OgjBYkP<(Zu@wT)+2qg%O;`wWiY|Ly5*)Mo;H%2NSCj zK3uyz7(~>j&`A>I!9?1}hl5{5f(e6?6F<+b2_f8lT=lQs4<;Bt@=uDp+#x&?D&Dso z_9O=HnQo~OWW5)+jIiIl6Hz3iVaYFffrwUCkk-s}AhLEeG(PdVMC7gJpax}LBYxcq zeX*g!g{b>&yu3rzgy?C%4c$LS@$ep-=cj%{_-sf%pK!?r@^990ajrN8{e-EzPhCvG z*3m7;T%!v%#a|h!4|fwjdHoyqP3aMCJ?hVIu04a%$)C=ON>@R0bgMeJ#U1~4C+z04 z_rxb}^@~~I9+>rxF-{BdglvXqH`nqN^c%#u?A5t~((>_5`lGh^Dj!&|v%&+xF5isy zdj%k?sqp>nFLx2lTv1X|9|R*lpXh=$A;{JL)_ia#1W^_8UZ!cmP}nd1>zI2mmOkgZ z9Ig(+0)G!g_C&%ebq%9~D<0d7e=f|NiHC8I)xr6^1Z3R%lDsE90f$pmAJ}e9fWDNQ z=uBc9X8&G!Y+MuzlYx=um07WPZu0w&Y)>Mh+Z)s-!jthsL^W!(Ed?+98VtJDr$WD1 zfo!ai26g9`u`l>jai6chv^6mm>S{x@>zh*HJ+gsE%`FwnmI*!XZ5hzN;`m_g*(^LT z4D6S3$bpes{N}Qh9L)3Ry^cJZi%6=h-|K=LyuT6jel|DGCrL^yJwwce5YnSTy$ zW*aw?Z{*>?X&;JTSpgc3aUFT|v;eymx$Wn+lEHt*+-O0N43Ahb{V+B%2Z}Yaf%>_6pO#a=&>US5`zw!UXs{jAIuJLt?QPI8I(%|nODpZ7o7vJqK zgx%SDVoR^7$WSuLdt^?)j0Xz4jQWC0Fwi_%I_+KpzQ1^S{y{MkBt#jbw2RMre1>gtvzY@X+!?R+*b|@QM&2&DH>!HPk3=T z(vaGoDNG}P zumZmlGV10NE0EPaH0sA!ffKc9IC-}mN!Qg9x&PAO7e8APBu4|qXtd<^+A_@SAPtSW zmg8m4s{3ORbgT~6%2Md0!*4z^En1}#^+#pyc(Zgb5_*e-Sl>&{a`j~K=6ASWHqI=iG~tLV68D0KTyI%{5wkb2k?I^Jcu#7&ve@s-~oOq{C% znpv-B2Wx4pxNN4#{Vqj}l3E5CCHR!yhW z5tD3&vew@Py*TZKeTA`B2+yNsbxN=VqiDS-=8YPUl;*l>j5D#d}Mp~?Q zJQG@dC94c^PBu-6>}B|Oi*dr@K`Ay{sw>_@DL&hqib=mNf$itn>`m!qC{vh8iKw8# zs{gln_y7%okK?O^=rruueUhqfTaH`iN9B%}mt*{@l~qMVIYjucHt)Y(jy}WG`pRS) z^j@~5ravjif~B_2%jF7O=y=BM#H;}4&8?QdYb%git!bAlU4c7#I(CMM<=8q?_uTag z4IghV@AcO&!=c}u0qI_)&nQ|I-X7MmnKJL&SDioLc<}b4Nuv5Do z-%nD}p!4j!7H1)Himx-ju((Ud>sm=-7ZpVpT3XjTQ8DI7bunV`;u%FhukM{>+>q;h zz)z5HcmKHL{6GQBGdmA&+EoA{t!<1($2dIG!vV)7e0VyCy~c zNh28(D^D{E*N|bWS34KvNW#nsXU*$@1=uJswq+tWAJR^ObEE&|VHW!9OiS}oaBldz zyAGuG7~U{FaM8KHsveJ*<3QoW|xJnG36% z|1on9=3ujf!RANPS*TjP(_mDX2|`2YfTsUFY@F-=)A%j}n)JMZxmTIs4GNT&3&@0P zGB%{&;`I(jotQzw?EuRD8AhBB<+@g3tW?l|p5S;IP`{+Q;Gy zT6FthLs&AL8@vBzb+dS6v$UmeYZ4Zt4@uRfC85-jJ?p+mBGe9Sc0Mj04>7}2bukJt z;4rR?Of(2bhk|AKkYETLrb>PiJ3xXvzz$*@cQG7cz_Xe64#vDHeMJks!Noz1v@hxg();@_)sNi7sWw>-Vr4NRr4 z?5742GcDa_JYoKX-WTqzlP$N2o8R49LWBbdQ)dKc&ifI6<*q25Zx19^emgII(>;V( zxr3ztHaL=)*fqLre=?RxqpKF!{fQywZhY0G%tjLTo!$2Cd>lbsjCSh{WcBv~A%7Dp zog)dK7ZP5rZm~p%Ovo^2O#%^o{NUI-!(?JwIAN=BUMk`9O(bvNX$oNyn7i10BAM`5 z9kxsvPa?KEx_nmukVG_aeEPR#B#B6rTcb|dmrUqINL#cVO(B{YW-t9tq!2H;`L~Ol zO(9;-Bo5~Frx4rMz4h&BP9(l%3Bunip72?f=$PCRLlC~o8q0Z+gy(6_UC+nE2_?tH zsAuWnM7{ScMd)WZaYVqzWZS_A;v5mWrdcJDxTxcP>!Dj1(XQ#_8mkaQgeZ=g4wwfJ zs!4O>nm_LlpBcU$9q=WVMYe^#Nb)7#FKiptzI%%Z&*N?3TH{MB3Yd!S?(-$;Y&g5P zE&T|oFD};lyF3Vbky?h@q!kgMTJWS$aTgvQ_i>V$Kac6Wtihp}3s9R;EKqu2k6`(E zp4JWr=$_eZZYaXyVw>5x-Vz&Z3I6^xw%ZK59Y)4_Yu%w6-0vH)`3_c$re9a>4#Y*j z2pQ3iVC;&vb2KXsgH^nFO}IulEJt3353LLbKiz7lm_Qhur31x<*+cO}De<7dn_w)k zKNdXQ7K$&D%4T^9(a`cs%&)DFM_`8MR6DBgOb^>!c$mKpTL*V~f8+!guj-m7G+ zBb6vQ87D)x&u2_RH5rVaUDuA>PeN{o@6;JlAx6(X^5XLh zFz4HK{?2D&wItt?gnbsGuW{A?bjyO&_Q?8@ZCSYXan z4(MA0hgV1BK~FN`thHP|;@VOkGTZYJ_MVM>xh)@Ed?Lp=p5#M(`pxzC*7;!DuDqUo zTRvV4$^WVM&x2F8mZ$dGJe>9$OzY~&$8^pLqnXMAtlgq~_xnTv#&^s6{7fOi=G#uM zMmZ9?whl%>fdsXtVT)r81z6}4>vla>fLAZ<-scDvKq_}ccV}NdCNI$zM#%&sg z9tIy#n4m$ZAVl!OrgG%8CToQ1lw*~)Kk3~h4ZrBwO%rW26c_4TmPn#OqaaE2@La7rMiUzZLQ zT6=ZvS~_g>s>`xo)4`WCKr(w=iO{#}CGs^G*sSfKn`^^>$F8NEPsR*vs%gKbd6j|0 zFPk>xiZW3Abz-(4z7pPiADog|`q#Tg?QtCgc0u<-yh^H&St7vLJ6eU5b+cnL8cc9{ zjMtyqz=ZOjzT!GY6`HIX2k)D(#@TJ|lb z4HbS!R72Q$Yq_*mHGI}&hh+U@B4_w$n&3Gmq+)q%7Kf@(PY)=PJx~S97)5K6< zIlI}W3bu107PHz+oKv>aI7MZ`E#uNhUcPEXy-I1KwliVPe=)w+i3x7TFJHPm6Gl>6 zd%6m%;Jt67$ql(GywT;IEiYu*q0&|CSZNh%?KU#jzhKSZFy{7tUp0u|&wj77s)l2P zm!!RQHB=~nr#xP<#;x4n$fz2U+LZTgA9#%Ye_F;U^u(SavY_ zu)J@Ubxuu2)-bsWahg;Uwv;Noqxc{AtXBnIs)cM!0|O2sIrvZYF?qFPC4Lp? z__t-zQD)d==Oa*w*>&5(?$=kM>Dc3X^|nfM@`XE0zo>+2!`>V8>`L5_?4hpuLWlL{ zL^TT!I)cCX7W1t6+p+xxu|tX_H+bR ztyUEYqGPY9&dzNY>DcXapyvlK9s4*EbY;>ja9ygD`@v{AdK2CJUn-QNP<>hSWNrmo zk9cMuaG_(9l0&OfG#!h6$26{frQ>YzQl2hL{m0rid~c_tV3?belf{Y0_e{UnV(otc zLF#}0RY1bp`0(~_I$A9qj#SiE;;RGuv(MrTNO*NTi8{?d6D|9RO$7t{BE5}+GZ+Y* z6A$1%!+`0c!&s~k12QMuge)^z>)vs68WRlgrxl+1N>st0LelhM*}X$xUejqO6O%go zPFrqaVq|4BRk^zg&s_frxHVRxQ%ZdmajA;M!Dj68$}IhNZgJJ)D#)s~sa?LoL`3L2 zuf75%&hGFF7W=`(j^yLZjq^+-YHvQ{N-#kglin5`!o<+!M>+gPOsHrOq^d(qNUQ0y z^I0;%F%bWeZc>ex6tz*F_G)ZLHW3x z#wDv7R6b%>s9mc;RGi4(4A{(n8aHHy%*V$sT0*`&5)CFLN$E1 z2&u_>GNF4qUUJLNDsUPV?bX~>g{?v&o@_}BgxalFvJR-i_~(UZ@3u1$w4L3hT9%3S zDfyRAIGNx{!Tr;@Rrqw;?dHi>EI%3AcrQzx0ZY3hqYGy%A@)3k`$rfZN8W^Hy8XfRT|d#gdL41Fm#7xt_yLn(as?-QqC z+2mWT_H`Prd6t{~dR>NLRqb=a%dEOIs_DDbSBeS+M%U{Eop$ zm`n$44CE_@ZgGU75oZZhLp@6*1zFsxowfGkrV_lAiJLe;FUE4lwe-i&im=%&bmNEb zg)qIZ?5ZYIh#l4ar5?Mfm}Ot&Nn55sT3#>Nok@ji}Kv1FF)Ekt<8u;=Gx zD#G2pJV;NdNY7oUh?St?2`N~(LXCpwirL%>v1E*E$Ubx{A)$^TOq1ZDKxIPtzw#Ya z3|`viuepJ7{{X`%8FWrco4WAw4EvlTTFk~Ao?ySv2fsx7U)kb*;;QuOE z(3=a7C(gci_fWw(^~gS)O~wAvHi12*R9s!^|D(2&iVq)(x)KejP){$3FLucTHm?07 z7M%<4?YGslI5}YWwFJ%fWaHt6yFw~WIUpX4D~%k^g-sy4r=c$gXVz3S){f-hkmP31 zQN0{Aj_)&J(zC%|CtW}2HtKeqdM%$Lc`vZv9p6&uvM}j z2>FIBj0;dAsjEU!uZxb*oQ4RY^R?I zp`lZifrA-Xzn%9>(k}xyY7U->(71;Z+3ALyUunqsDPX(iNGjYrk1xBLmW=nNjXnlJ ziRdXFJaqSdG9)Q2L(gvTz z6EJ;cxP!)u!z)#P<@X{K%)X-z^M_He;K%%H&3f_Bd{dFQ%_JU!D{hOewTj0#$1mb< z?c(9HGUWRDm^e`1Y+0&soPvGg9u4brV(`-2?2hoGXgpeW+jYu45*@n#K1H%)P!)P2 zSjmZk=1h(Aa&IV@J2rCoL{%IX=!G}h5^-n|_SU_2gMtUEuWxS>qu?Z^)<(8721$y$ zR5}&!;#sb7xM_b3w(sY>pGu^lOze=!>U0Vscbh(0zcdc&KfmBP*;U01bs7`^~sLGj}Y^3nhu-CaITe&zA8~AGOxV6M!!SSh@tPl$L zKSohGkrZflxBiZtqoBTdUoW|jJ)z)N z{+|iu@L0T%5R!H~8iOW}Tfr^=V(~7#k@GV)9>l(J_hm`(=rj`P&`OWT&Q|IO<#8NT zy9`Ule~@t&pQ=1t8Ve)hsl=TnG1%CAWJ6X*6jte2Z~na{2FdTO&f5jYLg@?rkr_1> zQDcrpsnanyzyCQ)*)j%{Rf|KzHKUL*^(RnxAQY61cb#uiZzJ7Iu=T#>4V;uRe>~iM z8G2HJLXk@Tkg1ti7d~|htFxbxsMg*L_fMe&acs zwmW(}B}~nOEirxeQ{Jl~BVu`NMeeE_uEbUC;;DPnX2kjaC)?{jsuS;Y>b6_2-A~m0 za(>*nT{Iu1rpoSq{Ay2w}`VcKJEQMLByw$UFIh$!-##k zak20C?+~NQ1O^4nV~EA+M~>D_QHV|2hJ1{v2S8Ef9fLuZTA)uJ6~lC#MnG*30|% z%ugi--&UP{*Op9BHlLD@s7)qr9#DP0l$}h}_$(0Idp?C|edg$tz9N-K4N5rJay^Z> z%-^};VR$+rJv`_um2{7Ah~`b zKlKKe*XDW=GKOMiXZ+lVcY?pJ1a9&qIwT&y-&5#8crEhZzA& z_guqSFC4NO-5gTj3A2k;`r+N4*uCuIY}64CTzj&rM|;y%$d1wHueZAe+0Hv}Lyv~Q zZPDc9)A~>xurrl8SQ809wz;BdQ6%_WUj|HZJ(=n;}Z~JUlDx#j6lS1 zxOir18rF3$xTL6&ihZ1^SAtrpFh31%@2+$lh*4>LE}sFxEHxp6E19S}+uW8uoC!gO z<@ajeOdL=Sn{7?WK#2=mJT@T%2MVqk_N>dmg2H+Ae?&7NG1n?K7ec{@&4B6$NOY}X3E183Bq6d#1+LQ~s zrm#P_n1^9`M~{c|sVEfg_{_1VV)6bBUdQ-oST()u>zXnuF4}y(-rq|_*O+To;t)As zDICd?UQC5ndTUWEL4$?jkEbI07>EhZA1-cZK({|^uV`*Q6zYU>1;p~9|8MQsyFU!1 zw{Gu#QOLkN{hpU5NerypnBUkN%s@|!X8h)`0?g03>XbB42sz`7P=lvMcza<{c~esn zEHuJ|9#9^*hpZ!`-LL(J-43DQZB-uhI1Qwf0F0WcS(K^D1=De7w+LDg{W=orH`L0 zz~S(_YYvGPqP}!I@5hxQxH%5?4@?xn@7SlBB&TAWpFZ#6;#>@iqRm>l+lt{k@W?0R zS`pO7zi#TkT!c4!Mpk6Z6e3)yO+Q_{7&kingdVDuAfQk?YciaP(&I^1CZkMLD6CU4 z(P5$fZbVyx5er4a!t)pHWr61G?m}I_!c(2Tz7P=>Rw##h7SNdxHK_3%`Huzu*6U?= zLfB|3jDOc9&q0=}rEGH)2ZnhSFTN*pP{Tjn5yarY++h8#U_TBN-e+E#@Z{ih*3n33 zVGiyy*PhmX#D=Txw??ya4o*l*is}?`(WfQpcy)*iE^T3(9(af&G_w6Hd1w#Zl=@1Y z2iIeKVo@DjEKR$!$^j*Xl2VMF+^?n6 zQVNTV-4AxKO5qu=QYL6zimAo`-rjZ|LR-$RX2z_p3DF;zOg|kBlE&+*2|VImhGSY1T)I z>?s~9m%GYapXOoneTx;(_VV!LdgVtIg4D_VyqSwF7j@ZnQ}u#e+B+aAmDfwc>vqC@OvXdFe9;2fO|T zv_)_cc(K#rNE8=&=ju+ME9PRwWKe~i2dU%di1@yhTsY}fso}lTg$kzUaxhvUx}=)Q!5-LZ=Y(-!6s@6qU?~UB>cYRB ziD!f2Z}F0=$wpO3?sf}HHuN>!c9eCq@$Mh~86zR|U5gED-7mXhN#*<-OjEKeTRV3?CY3%6uL?jn8PA6Wl zg}C@?=WAcs&q3v)Xs3TX2VB7P+?klBmJ2MixKd=;~3B7^^ zM@ljK>FNT_F&=ml&NcGSd61y(%qaN6LuZ4vWW>rcn62h>SzKO*c^tKoSK{Ru6g%&F zV|O{k^UOXdYn0>FytpTv?`0VEIT3T=TN&yG5~k%ZmO=Vl7fbJR86JN+zVF*iIaIZ3 z88Uk-pyac{CbYf+!a?;b4%SuRK!=F2r*8$sqvxIsrB|TMPfqE`=?c*QC5lM|R=~(` z?t;YGN*q1dR(P_b5`MoYdz}_lq5Dx|$>NJu@PAzW%R;LP2~6i^g*{bR+fkY4XH$ha z;W*do!&UGWpD)8#SB05F-A`=nt6|(VIWy8wjjZGDdaDF$@KYnEsY|a0-C?RePkvXE z{BHj>rL!9Se+ym(kXDIqa=?>a4S`)s?)A~sr@W-`?oa+O_$ay>8*iy z7c===d<{PS*YqXKvj%w^Q%yhiSA$P>pT?kfHQq<2hw&*_W7?tQ$i#zc6rFy0k9(>H zV`IOAFE6iw+$Jg2QPCRg`6e2}Yp%v&VrQIxP&I7Zj)q}hHK-%|y~5k7(05#6Yu?%_ zi0Mpy-hHqNvE>D)cFb1cWNF?x5vOWAq^|RxiLS`;9_=S@ ztFR~1a?u0NDx`beIZ^n&68!5=1Y9^(iH6}?)5W{0aJPQ{nD>h+{B$1<&Zbl$xOntR zB$d?nMa%k|!c{1$+1LAZXC?M;Eu9#0tbnUpyq5jba@?aQx%-p(P$?^{RAF3!l0>%l z`1VR@idaxx=PJ-RWP5pRvH}zbv3LpB3J7+)ux~e%qc)6NT4h&`=>g8lbl)-*?hjh{ zANfAG#xN~H-O9jU60YsTUyiu!jCXD#<%m>#e|MirIb8fDrmSC-p{MCY*_=}u8ZG@r zdIZbR8+}|!|5hnJeb2JWtmDD^x8T5QpiYH^@_Qdg8pl# zgQ#;UzN_pJYa;8!g)CXMJ*T6n}#A*WpFVo7p=o@PQH_VoXXDy9BfW?ePC_MLE@U0g=MeU;AyO) zdyxIdx#9Ez^ObD)U7c({n##sqpD5v%CNVFOK|^tVbb*yCRViGd1HH@iCH1- zAJ3jLvFV+kR+59b6=!}(bSDARBoFZ{0n6z3a50hbGqxbDY#$(Q+v zSzGV7UL_wvTX<&urVO0h{C%W|Lx%?4&o{7#2EW~`oi}$dKv{Ngb*Tpfi@z8vlxQ=M zpsnD$*m%cdh_t}!|1FAegE6|55*X;5kC=zCaBMZ1NI{F%3TxWbc+?KGm| zxzF3##XD#SP|as@b7@ezotdRWqv3j$&XT&_G<$b6j1`IOXgp8F z!bcTrm_PFHEOw(|e+LzQQ7z5i#>ssKL+;CNq2s;N?u5cLI-07CC+hBz_F~>m`|WhZ z8oB5?&d^XCZ6oV$LW8aAH<@QcRD4~#>-@lD8a^d3)3&{*Gy)j>)8zhfBi zqR$2%iDN){EB%_mXF9x|?-DyxM#t}i=;GZZ{jlEEBa}mh;@K@<$6Tq{ zw&lSmv)DXzQ2l>!^QqYBzvXo@sq5iWI$QocqJgcZsUFcp14X-5RHB)NtLNS=FHfK$ zR54w*ae|6H5fqJwtEgDcP`qlz$ism2MOW*=Jp3MGjm`f}1?!$BSJ{n*s%dq{3_1;& z`Q13;MT2^7j+(k44e3jQ2ZUOw7}gE)s@_V4u`sg?``s5Qy%}lo6U! z)#Y*$k{MXlRoC=dI3Kz?JI5TC=HpqI`?p`q^AR69uW`d02J}nq^?KD9m|Qp>C{E^w zu9+95bORkVS+y(b{b-0@B7LLv1szw1A}4Zn82E5zn>35Zz*2`qi(i{bzATRHT=$&; z^OwiAbQ>^G(6DIx+CDlS&-2en^Ppp}SL*ypemd5RIlp}^Pea(lVim2cn&cuGK)>{nksRz-z2Sd;~FfF(+Xef;Z=C%3J13y`q)0LPcG|} z7Mw#`bR~*d7=8X?;NM*q>Xby^P&HY&F(+nsV=W6g=Tl^EH8Ekn{CQa{i{$=z$i*FG zqoaAO_2?lsM4a_6z4B*6`GCJna{wFi=T0to6UfG&o2kDK=#f0~C914vDH{cc2bbAY zu+Uj>yT7N4g~em~UUQ*rj8=+KN@#58Y;Jr0lg@_ZU-hkf^VygX&DUOYhg>(;F`Z>X z@)EsotAQjN_1o8N=F(U=9I~(b{2&Y3gv;zR3pOfdAGCLoyj4G;rX0m3=Nmy4E$1XQ zp5OTIbmo3G%$1tP#Yv8uTpq(WN8Y2gn}2xNl7)hu9ht#g7J?SMo5|h6#)VKjGu13M zhMw<#y6O%U%;|cZLJUTGdpw4IKDw zZf?-|#KsTX1vf*A*$At3-^;Zo|6i(D5!KDXwr8RTj;-P%Vp->%I594$vl2ZvZ#Zb& z{XN+#n}d1gT8>^y9Ee-1o{+0xBeC{{?iw;Kv#$pBgiW&XA?fwaRFa1sUhVfR_uydQ z%C(jsUL2G>7*%dYp9q|>POCaOc$ha%m08&7$zs^R)*>2}M$>jW4-8Qn*nvLTM0&3H8Y`l54 z;9%!x7NjFw+6og{P<-k0Y3)}QE;l%C`9t#UnS{F2``(cIjwDL@&#+S4-)s70{JX~V# zkb5%A1?P}csben}eG^%_N;zB%&am!v1#ywc_gP?-5*L=&l%F}yaj~r|*+M0rhv>T% z_Gj97NcOp4oH@b6-YY+iI=}HCI+!NOPUbB7bRkLaveHcO;b3L=3rbo=M?Mt>9uo3~Pk>hzlbZ`J5jkSX{hN#$X7$wfs=8V?t_A=2q|9{vXa0RR6KmUlcA?ia_EPzVVjQOYjLO2V-+ zQe+ewilhi3NjBMg?|JQYFZW)19M^0qi3Xy9Qc={GhVi?dzu zPJ38Sg;S$!Zy9uLgb!=)XPBmdO3x$tfHM?$wBlJ9J4=D^jY*+fEmTM` zuN-b@r2_lDp$lAN^mzN0YmGXnAimwdF3+9{pS8@Yq@<}JIH)psno5Dpht=1ZfC9`e zIxd_2C@^tT`)kBuDul3pb2}|h1q(5XnW!Q?KHC!SiN6$B{~odN(aSLplmg3Vm5&SJE~odn?)wTA+JryETKE6HH`Pp)j}78zv6_aet?Js1Sa)67)JAeWwMkw+rK z-*kmB>v}RoO7Gc_rjQ{*`r|pi1~T+A9mv=8BZFdQ`im{w$iQmJ`#g+N522^xK4@vx zL;R;Z@q{b&kYO+Fnfa<768j>Ie!QuNZ<`J@noiWimUAIa;k0@XP%C~EmcY2G1*+O4h+TIHl2A`2i@C0Jr`!Ghf^G{omZLb0r?_d zjc%=n&yuVKw4pjE%IDg^%sR+E%YFEmL>=UXNl2Xp&^NC+tVsgqXogo-!$k1B;2OkePXy^k{xdN~wIDSV&YSeM1}=x|GQC-^ zhR97b3_p(508hUNmB+Fcl#kAPy<#K+^JU_k12YlIbf2$~e2CEgtSlvnjR+RsrH8{;!GaXf`g)!EKOS*zYD8F4aU?)TbyCJUW5}})c zIX}6D1P{_vUj(+1;FQyKwy|XrIO%G<-S>wCH|&B!jk-xN7a6j{L4X8yXN>QD`alFN ze$HFJHxc2h^V_+#y(Bo_>LRssOC7v;9%gUNR0k&xioIKcI%s(7!8^-R2RrlyYZeMf zkh^WSiqQ%Y*aH|@uJI8eQa@<#AAWkCL|@|ZDiRdC_wOfg)`1e6&QQ%~66|MVZMyW8 z1P3mCVfjWS!I!|GeF5ww*i{zvXi$a-{raQ36GLmko_6<#Q)vyHHr&cp)?EvqkDN3* z^_~b1#zo0n_mChXvyJbo6$ykd<)+Mwl0dC$f&I`t5oAtejTev9f=0xU2IF!KEI!B{ ze;io@sS2HgcdM&GZClpb!fZ8M`COuv#aIhZ)FhN2->rp2&Q<*aN-aDvTc30YsD*U( z5905*YGLQHkX&(b4S4TV{Bohc8Vp~S)(q~ehMobVlV49%L5kyBlr*dY8Jm4t0avTx z+Xhi!fTIRP=ZY&o?Wlp| zkbQsTz$e*q=t%S_l#MTg$}gKTcP*5{f1Ul$PV<+-(4f(GC!G=y%#D##7%zsWUJ}+G z^CjS8UY#tLS_SB=GNTx#nOq40%q7t4pEaQaC2%hD;OlMdB~ZCa z+xH)#7}m;_2G~`LLD#%Xj+jFL!g}V(mbD^KbL~)^lP-djxyqmJ9V!C9vou*(Hv({E zB#x&W7K7z#uugTplm2LI0laE;b|@imYDN-?$L{WV4K zZ1bg8_?390Ahm|Jk)95Wq%Km1kyv02kQf4t-7~ zK(@5Oy6-^(ggh@~*X%8VfS?Q&VtXO%uzKz-5nTwvogzD8#tXpro#BzOt3|NZZejf7 zI05e7fpjYk0*v)v{5@SwfSD(sZ@Uu-5TR7EoWwRI>}Z2bxK%^iiX)>vwHcB}vt`bBqMEX{}hDJ|Y+mOMChWc5^%S}vUBz}JZ_`QUWz zaGmmM0j!@WGTgkW5G3!1KJHd2g!r)|q20`dz}Zo&R$f^E*;*lEL)-FUl5phe^^sf{ zQaWS$v>*oohWuxr z2l@Q}1$^6-2f3epAMd@E1MNQ7=1$6I!(QVcazdol}Lqp)t9 zNDdGvQCvb2IdJCsHt#XH95`|0UEei^Y>3)Kbafoggp-4(<%BdcKyy^l?pk#kn7=BU zViHUR!>{ZgM;22-M)H-OdS*JjsIsqg+m->%9V0mmHR+Ha)^(PzF&&I`PDwnAP6MMq z*729Gq{7&{-g=RtWZ+lTx<03w1kPi-1XQjiz=xg?@cfntLe8g7{fJG5rVwjJu7Am3 z9l`it!{!wDI}*J7UvVQdmw59A^%& z%Z`hLWChm@k;pIzNN@fsWN{zPneK5DD-MTO#?vRpUxq^=<2#vMO`-7k-AJQxehB>9 zENoaF9tg$9W?fca--E`IE@tf#4@m#`=D{;A7kIkCHo;JN8&u81v-i~Bfir<$!uSe3 z0Zpb>;^J>ZJ4>S7m&|Jr6wi6iB-H{mvmrD*-0rGf|L@eJ+V3g7s7Y;L|;kq~aCk#vQaP&oz4rZ(GSEA7ylWD1^J+A!huzObsyZ!oiVX1&=(innav7%0R&K=EMZ86|}@R1;db_0uyI$C9Ge9^Xnu<#I(ml2a=3d@uhSC!B`aW!Bt#htqI5 zr$bU(DjjESk2PDRW}v2c=+k;aCK_LkzLO-IfuXLR=dD`O@bJ#|*T1w=G5+OKfsdgn z7+GOrr?Ec;JymIQn!+jgtzIzZs9Y+Znt8e`@R9D9;g&J8l!i_v^{k7RGEmX<^={wT zGz@ra?1sFl=&Y|*V{4g$3p>>*~bz@fwE_c{%+IW(J1ispkK-Dx-MXT0kus z8=gHO&fZMG;`@z)cgv$tVdLP@>l5L4n`2&{eSawCbnkd@U^N7@66};8&4r?+uF}V7 zwQyuC3fJ@dMfbCL#?7)V0`bwx5^r4yiWUgY|8@?<3C%V!O-4VImC#QqWA?>->cfaJ zUSHInDRS5z?1zQZL5q!p{ZvAol)caUccW#zbP^QwJSWpqA9Hy1%{+2OG3q zIG*@G1?|7AQ|Da3pvPDem-7B{gfc9E>d9Ez}$jV&u-I^f?EfP2EBh&q{-Gxm*qTwFa9OQp>WX>OF zZ@xEK74*ket@nPv>pgHG^U5=6Pfu*UbDAl@+6UJ+?q!5>2jZv8-%M5_!_Z~8?x5Gh zXnd})lk2`+D)dfg+6%e zvbguziYS!bvzXFyGzDLW$wX_A($I89$YfJaEH*eRaY&kkVln@G9AWA{Chg|E8?zFG zj%#2Q1_$Gr-7((_zAy;tvAZIo21l7+{0*Djcp_q zZ#0{d){$rT$NN3kKcyWA!Q)q7{amz(Li1Pr_2;exBV;b!KBOCrF1&ZJ74NBDHd65wvY-fOP;-m>qIv=r{vsan(vC)}KhKcpn}B1I zr}bZ%CF7~smxX5Zex&Q_H?%K29X&I?ev?&B!_Kh3!U@0Aa7q1!%X7DM%olMgar{c} zTb|x?K53a~vvtL-L^B&@o44ItOV7et4lYgjo{2v8QUh;2v+&gK=kxo;bI|Ir-j=O) zIT(I={)Aas9*&LstmZc7V#r!}ma|PR5+ftN2^`Erf^AcAXl)*vX*X3o_sYk(-R?~p z+Y9lDPYTm z-%@g05rzge#fj$>VsCb>px@m>w3|J6Eb(3;&P6e^6_k(6DT6{r@%b3^_NYOtd;w~H|EM3nnvdsC7iuz2=isku&5@WF+1N`BDUIXI z#w%|FS`!XsBm3d3YUR_}IGHJ{6#6;~xkssPie2d_-GBTbZlvJ>LGyPx(P`Me^~S4k z-Zbo2VEb;Rl7`}kt3?bhrs4GEQI?pO^gddm#k!50jAXC zJB}w}y4VogJ&{B_UGTImohcgKm(PA|$cx0diFcGVmq^T6+r$|=7KsrLKTbIsM&ZDY z+Lwi=B5>5>tBJ zx+=uur_;RSj<6mzWO60a4O)I2Ds*G^1lLoF+~?Wcf$x&=m#mwPz%V@@$=-Mc#!^R^ z-po6K0Kdvd)h-_xYmeAQ)eMH6N}}D=!8WvMHuk-Hy$y@CL+n1EZonslTQvJNGEjfA zowvEJ9)B~e>M1)QZaTdzB$a?@JoGQ3v8)p#6>Ym4y=d5c_Yaj>v>Vrb`1D$4XlNz& zF)UlL6SY0aCh^wHH5T0{ZRIMxucZS+_#K~?I<})q zpF;oCVmm&b;J+qk--f!!D``?kTTza~|FG)W7VK1)&s|s`<6--ry6>?bSfMuN(dI(N zGm%I4*rjx%SwoxruGwC+nPf@kH61{!%8<}4tG(#Q5!%bVs|V%EcAFj$KzxZU*Q!1@ zqs$YHjgR)7ICv%SxO{B~N{wHRH&<`MU!pzxs{}jHyk$Ac*|-b;H0<@(okD!P&roim zuM<*aaZsYj+w(W3=edf zTB6rYBV>GBDGV{TC%w(@1!B|fGvuVSEo8{cvg(dGhmmaJliuJteyHL`FZ5g?Y ztP5S3`bFkidkhV|wG1@Hp3#tdtA`2y@op?_OWE`1KsWNbD=>ht`d*T?;L0em%H3Ln!;<_FfFB6^VAe+l$Ta z>Vfn9J@`YGX4o6G= z2LrgEv{-CiGl0$teY86l>Hen1+l9OOvGyVNPXW<>To;*D99-_hIMzf}#-%>IGhgpk z>D`CS=TjvkX?^IGWb@GaV;@c%KAZ{6@5flV{oy%m0~o+Bw~=&k03Ak60=_x+W7F8Q z^=;_K6PoENM&J9;Lr_d-vA++s+bl$53;Qt19F6kN_F>=1YvFC%>Gfz4NeSld!xz28 z2ASbrH1{Pn?@8*#<=%!7O|xE16lciHQSZeAt>=Cm9q&Plht6`pANOFYbN|ID*B(4| z;)y={^&U)aY2CubO}91DdnUeiD(=uvuknqu3H#m%EDtLEJ}UTq{JBi@Zc zx8h4w7`sti{77`vR~km`**vzw+Kr@?8rPirGz{IOUOm%D!(jT@4$GjSrFnw?D?b`G zvhP&;ZBN4-hR|qle;U3{IAB}tK*K55h(kY5({N^w${8(r8d?`y^fv0!&?8XCmO+$; z4SOOsS=iFBMO=$FLWSO6e4K<>wP;wl{uZ7Z(9rR3REyPa8p=JuJMH^vNSo**mTI>F>=+iib5Q(vV%k`oNFvH0*z`+ z3)eeTeW&QQ;p)}wGb3Gi{XnyPpb!m(?Jb&ApLgNOwZ1-0pDtY7KHR2S)`f*%=N!Tx zcj32&hY!^*cA*Vbo2)2Hx2a59^mV(CbM4@5ayVi|z?f=$F=8EQ<#AaH;u$|?&KFso zcz(ytgn)uhO!yJGNZ#Cu^%Q|EZYSB72S^abJ$XAuD4^|T&^X5 zVHw6=loRS=UNi(My_#Bh0N0_a16$-PYNLoNXeb zj)`q}Zt#s1O}-VYHPhMVez)S{P|%H<+pW0A!O}?SVjKE)k57(EwW33YhY#^_8w#HE zm|OB`MIHz4;(^UAXfBt=FiB`ZkZ?}V4QWP6%8fLS(~YPIpO4q6HsbImvF!^_8u53< z4v~pn&3JU~d_#+E3#Rfn$GfbwAa{{O&EKCb=)nB5;)q%+Zt`LH@K>n?6J)(-86unT zs9ZDQUvm>4x~bAdy3>Gie@zb!*Eb{6zwv}T;dbu;$>6$x3p-9FZpA!$h_=)#G5e5kL__d&NE2a?5gUYgMF*S&k*<=lxYx2(L2 z`djdsSEcmf1S;aWriPwsD0EN{k%vA8WvP=gR5h8x7b?^e~TlMnxw6F{5*%RD2v0q1^w1iX&P_BsK=AxTSQ1 zSQkV=%{yz0$#*IEUHuH>nhOQ%AWHAJJq5*BZe}~5r=XJ-A%cJ7F!()Z4i zd5sV%7Tn#-BBnt1AC)?KR*Hh38$HyX+f&gbO|FK9V>vM=M+pZvwc-FK*29}>$hSD1<$gu z!#IV491E6y3{@2T!CZevrjUZy*OM+=rBkr8;McRTSPFW@dYe;1C@7huZTsGvg04Re zZgSnCpqVhiSMwSLJ+|yobH6}A(VFu|2&NQ#eZqZdSf7FxPy4hPH7Lkq8Of=jNI~%f zQ#N+e6#AatrJl5xg2D^;Dac2`aCQ-?C}S$-+Wv9c%}7B()BY)gKV+m7${TroCnKwj za4TVkjG+<@oc4RDc=)16iTh3}HVVJAQr$+yk|yOg+jR;yUD3&_sUzbGzxP&80vU_; zNHvTOQ&4DBwMMj)g0lR7JP}N^%+JUJN4~BZ2w%y-^%fhRXwd_r3=DKGs{ZAvl z^URFW{?bU_Yp)-jd)tWpQ*lCDS(@?bHvu!3hmE)t8TB9=8`1QwaqgFfMqH0vKEG1a zh`J9AN{FS6xXDE3J9AMZ7Oqsx))zEl)4hGl51bm%@Z|Q#-^&_tvzhN+l2-$2Tn_h( z@NYn;QspgjtP~vfrZPIw_3&ebclS{?`oD}$@{Tc6aG)n_D;EO=y-S(hDJx{OdH8eY z9$g=*W|UWB(_|D3eejf*u8*cbmj@^4`cSLd8+x0rkFmz+KZSICc*?QgnTM+s%B&lCF=|h}2u*v1GJws{P#*LdJI|teEG$$vEgC_DJj&86Cd7 zo4<06jGcZD>T)iSk?#bF`GqMNOEQEmF&WVFaman8ph3pm-V6gG86L#wz&8D6RJ9wi!DaucW>63fx4-7sHQPcQ4nYc$Qzd`j>kA%T1lCKS#xI z$Be1LlT`HT*{Nd#RQ$D7%OXILiZwaG=0bEHY@*o;IrdUf1y8!l@KJFgZ;gD8or>;~ z?4qHYskjv6^aCB382m}ty`#Gj zp9*{RZfGe)OGO*E)AT}A8!o&1lv0Qa%D4aBt}4WfZ*2R&9LdK!lMGI6<$P=p8CMTE zkdNCON58+8%*Uyom6L@c`RHuK*|eKKA1&r|RL*ndBkzp0gCAQyN_m{}-7%MkC0B(w zEE9_`DOxdit$87)PJcOdT&EB{V3OmoZd6yWTl=ng;ff9CcE>flH*E*O*r zOx`cU)ZqumO=rtcDuReDxmAYrw#MHE!bKQRS#wb{zYv4A9QOqELY$GmoMY9MhfasX z*uMYGMoTxH8r2&lFLS=z97po8kNe=-kdXrX%XNQb<6;4hhblgrODjSV3+HpbWknd( zby3hOz8EW06fK3B?;)7Lxo_+p)>X7vuh?*EM!-F2+r}obs++C_!a4A3pzu5;XMkxqR|l z2?mHC6AS!Mf(~CFmqdA#Vr-sn(THOyX30y5p1M|w_fiv$a`Vcte$qdCRZ1CNe0Y5h zV#?4|=+WX8g>qc)_O1Bw-g4B>eIT1HSdMr6(|wA|%CYG7r$@1WDzKH?=4equIRrTuxU79zSmvol2`fA}&?s*QH8K?Rd5ErG6!TD(sc9QLjX02Maaju1fT^ z|7E|ct`ehO{b)JzUlr%0!x}_H;_ny_FkyQoDpm#0u^Onc)xzyr^k&Ku@>ss8|sgV=6 zSc@ZXD9B{F&}em!f zBUdQ6@bd5Yg?1)Zow7{aV0Fs+ zn-mk%zq`+{w$f0T`SRe$UOImCW9XNiXCODn6kk^p9j}y+%^xG^*qWMo#^4weIWkL* zJ04n6c1CSRFoMpW1qEl^4yz5*8z6^U^<}%QT$Bi<215P#}oxkykj7AeqjK4BAS8Bo? zS11!a%8gj>;bjo>qX8A{FU@60G~jP9fwx^f4QQ3;Z~F9h6Y3;qoV@+C8K?a+Rxg(| zV{09cn2S;~jyk_o+-lp5H$9qod9O61+S(Wq*_dXm&(xmkTGN8(j;6ktSk;0?htG;E zE4E;#_}F=XQqCRRiGU;y0114gtel} z>??%`wpMI$OsWqSZpCL6mM&6it$28)w3TyLE80r8-Lt#XimC;>26aMOkzM@)OH^7b zdOJ)l4eV*d=L1)Cf@PqkyYeYd-oemfR*O0RPC zZ^!N`ZhiKEc6^lA@?eydL7d!|-d40@?URaxQ|0ZbE9dB$^0gh0G58K;@OEIOcQ$Ps zcL#=9r>^x;>cFckU6**YJCGyo=59xu4ix$H^{`=32kOsCkD1kW-~mwsXD4b0cJA0` z&dcb)g{3|p?}iSPUgc|Nv(SN=%qvfgH+JGqj`cTu#XIo{qc2E>lpOV|W;xDuA}yGw zPS~asXKFj%ee>+Zr2hQivgl3>nI?#4YA4QJx_nx*p%V>tOn0k(>BOZk?z*|GT{tM= zZK}l8h5zl3-}Zaixja!l8t8@>5#BiEUC?_29Ogg9XPqdvO0!8jGe(54JkqNNSMk!4YlIGGmDz&CSQ zBUDpJyAt0e|K0f5jV!)3XXG2YG3AG}n_F@>nzA*x#U^#5Q^3NDoWyQ4ZjL`t8Q+cg zb4B+^P&a-Qx1p*9bfa87ojvDvH##(lZOV1*#sZ&fpYQ5+WAru3-e8?>Joem3n@zqO z?*=**osjEBFp1|a*-z?iGNgnEcH`ILEbfZAE_9IotwW#f!Uwu}mNJ7~_>xyHh2GSK z0spnH^GWN%N#&s;i-<1#8lcKy?%joRpRG4YnswpbU!$teNGbME%d}3X3#W9yM{z22 z;l-I327k%()-w56=JTf$kC{(CRr}V7j0ir}p@~k^DfHg^oYskNlFO8zBz2;XU#eu? zgHDt;)L78H(TQWhjuC#1Fsw&V55VHFB_&+{a^&kjFtL-)>idmcY)L)INU8%)L9 z5D%9~iSW1K#^`SX-!ofrV?uh!_SjbJ=m_0kYSfAnOI~Kds;wA(S#2Va(t;~}oNgV- zEogo1S6zi~3nnkd374!iWAT%?{52cMI%S~YU^Ui^@Mz=K%#dc>|2`}8mvuAh{T0*Z zacahd)syFAN1M>2Irv23R1+Q!yFI**)`V_X2lx&sH{nypyD3pka^0!TBK5Tqb#G9e zK0R&3y7&BzP1hPxMaTA`lv*RcvtSB#>NaBOwQ@ODvaaj82Ob=2Xh87hHC#?>z`*cJ z3U&Go81BunX}?SZX19)wi6k?TOCb4@f-l*>i0wU#(o9@u+^EOF%|tlq=))9eVze8R z|0+8ZAMtnK#C--5O}d5plXQGem5I$|V<3O+mV5U{==gHidOUoH{?QQo}>V%E#Q6)`|7_Mf#PFTWUSJiI;!OzFCjC@l&3!73z`knq|3Gm7I%& z{7g?0bvUy-I#DjT4u6^ITvs)&!`o~D$9pf-VZ#Xw{Wwa&NcFyJx27m~k5^!ib14M{ zf4n~7=}p1@;!}wc>=e`ph}pxonSu}3+?7)%pD8ysJAPSx6w#99+iUidwP?QD{Gf(e zEjC6;`kRl`pwZs=VSBq8{HwI?j@z9Y6rKrn?73ZyW}4h9x%aDacXh6Hs&6$08O5HB zVy(uMXp>7@9#&!b;pV1^JC$e~S2q~wUWrZ0+Y4nqD{*wVS%H1N0xb)+j;h|Oz_~%u z*)tadC+156EQ>YZ%r?r&tg_WScjLFGQktJk4^80E&FTrJh*Jn8%#bjNr zWnJ%Aj2vrN^x7ASaC2$s4;hwXJmYxP`O*4fw8<(Rv-T}Q!IXkzGwVXsRupVz|5$)o zQg8Fz#tX3es-UyAMFF}VV~V-j72v|kzY{Au`AE;Vox6G_AGMRSG9L!!p{CoYMfJ-( zoZr=seBQYTRlCgHqH;ujTnE=)S^P_lYu%#}C z)(0NYJ~MB>=f(qA^(pU%t=4_m8tMF1#Im#2qadjzY9 z>RF4gp)hpsl6pc;2wWVIJ|Xie97LSdSFFY(!R@P^()U9zK*X81H2398ccM(R=P zwVgAdaV+t4)cv=><9gk3kM3L0`TOLNOl>yoIaWfnM`lA|fFs|IEx8b3?AhG-JqOm( z#?1Qab70FR(Ta|H`EcCC;O^s#`EXP;`_)mt0;qU>q+NJAAI{4B@eZ!Z2jRS_t1*WP zAvTeF<=~G3IHUL{*~+yLaF{!h?>D)B^N9jouNb2J*K%yGDTbdLRJ2?rOJLs~BkiWQ z#n2W0ZdcfH2`s9VWnHo>g#>=plP9`M;l`K=W0!s@{OF4P6Gtt9TUsUMDSTznv$OMP zl5-h6y_M$nUsox-Yg3e$5U7CbMW0!EZ(fmPYQXPZg>npMEnFWtW2!ob zurIyFGyes`VZ!Yvixz^u{#TdE^%Q89v7^7QM@SttTCJi_ftUdG(y+Z0AlCU5amm-g zp716e?#*?e{Hw`NGNcZ)_pI}}cCQW=)@<%`S*e3hru|{Evvt6<94PuIPKDmk8NVN+ zbztjh`7uzK3Z)mHUupbY2O?XA9JqH=!6{X@las{txn8@OAwh+al?^}NNK--CoS$<@ zjtV-Fyyk}$so-&5&Lm5P3Q9UovtsI0sQ+NhcK0(C0(2sC|9z#x)o?D+;7KY>esgXT z{z(N1g|vdQ-&FW?HKf>Ri3+W`?CdkkR9HQ(*$~P`K<-Zq(nPBcvYS)4Hok!0rsSM9bp@mWfO z=sW=v&WdwuFA(4~_=9)mG6A+FKZrgn0y2(&s-xHuFxy+TknTW$n|NSQhzkL0zuD#A zaU(!=Yj&BrCjleS(XZi4fc<$L&AovHFl$0txPu8O4ENdoJB)zyLmPtzq6tvf3|ArI z2r%rk5XpW;`knY$Ix3X_!B3YAJu(S+UQ73|$|c}UifXD}5dqScd&?Ed37B#A%-BKl zU}SmV+G>)AAQ|88?{os@m)?$dHW46@MGdWJC-D_B#H$_x9F})SKI$icezH&O#vlPo zvB79KO8Pl=4VAu;`o~ASgr*5tl2JdnW{!+om#ul~KLYetZTQ*ym*iI>%l|=u zJg3sH=fB82d1m_CXORHzX^BPKWdb&_JzF$nqX8?|ky&L98fe%@4vBElV79=V%E3c} zPsx#SGh1n}UhRNQ-*%FhGp$k-5gJ(XUHh6YP6Ok5mRF%tG8z_P4espvx%RRG z4N`~oD|J+8;9+0nuwR`9VV|qTwrbJ9=uO4IzvCpXq&((}9u2IEUmCTXp~2(qO1$xkCV|yAnFNJj-cBH{_3`>mY9U9m_Y%=9^ zr-6F?$o4r;8tia5G}!M;;uLd}>jPE2T}C4i2U=hl|AM zpsf;fJ4%uc`Ihl-o%hp$7wCIVAEd)twO#LL`sncFbMW6eH9Dy7HZ#Pdbm(_&fA~m; z4)tvp^>k0s;iQii8>b;1Oiwi?y!uUt=Aew!Br`fhjeB3yS)s$k5_iO&)eLACSR=4u z9Ru9lMCE>QF<`x%vBXCn1}wR%8q@h1!0Xn^7=Azpdy|0lMjtwKOSzgBKB9xV$yiRz z6VflO3Cla7ba0CNYqeF80eh}(5+7D!fX{|%>oj!+XeRbZ*=jK$IRnPVZ|_d7VSs^6h6zukt_teFAL3lT*c9Soog$=#Ib zWq?|Bm(->YBpbBlYmGw|Fg( zyj+|QvHr&Z-wOxy^;wxv>{+{BiJb{<$7Tqj4NO?xeBE=+W+o8Ps}-mCm@s{1ak5*G z3A)*-Z>oivFdy~gTB;ZmEE*KWgC&_D=gc$ZvY!bKHAky29Av`IO4~>+WhNLac{%Sp z!UX&KFHN^-GC_KxQ|pfo6Yg=M>EZ<)M{Gvp6P5SoEf8zG8y*iH`Ao zsZ8i}9+BhAWP;^Suh+{tOjx*3`f0q73Hl9tczep2@cd&Eov3D#_c!UocM&Go8ul4{ z6=#Cj4ugU6CML{$){0(~Wr9(tZUmnq$%~|#kd`VF*2?cR2m~^o%Jcl=+DzzwWEFVh zB#D=;=jJElcRLgJBWD`}23*`(Duu~>>6MsYy@$*zdiU$kwoC|qkffY_kO9S68o#s; zGa%O>K{}Mo_h#1emfZz(uw4vg?5U!Iv`^1~Ae~OmOXnu|mFbY(qUxNfP2T6_EYYGf zbO=^7{nc+l;`(Nmr`2e%q2b?@g+WI423%`ZU>|W=Zz%({8^b$oZf>nD4STIT!F)b_Yp&6W}$FmO5ll z&Q%%LlJY(4QE?w<@9Sr#i^*4l3;M_jv`iDgna8C)% zRO+R`gv|Ht(|0Jq@_Z|i#zz6C5^+)eNrCt9T6$s~g6pK=?&oH;P#{|L zb1bU{istQyalQs#d^x%Im^!)d=ql+LTn#w`8V@wutANY*`?f^ZYS_0-NuN-zf(z+F zE{`u(!HEq{`M+Z;fZwn>=|({Xob?2^5k>`gKkk5-fePr!RxFL2sel?D!F#oAULfmDNeM)2UlqB{UkstRHc;Y7G3?D+^EC5nG0drdUT2q4 z1c7{N>5baeqd-9NK)V}AkUd@B>w z5-Nbh&iMmghYFxGr<0GVn+I2;tHpk_=fM1)d}*EK9H_ja`u8b*xK(Ao;Ur84C%ZEPv58 z`9LC!-VQv~Zu1fhjp&*B$uGg`h_&<1(P+47prI=(5edKI*)B#|M8W{2_w4$>7%=rX z$9;^51T~q6tAFMq!D%lg`L%pFsI3TDvKd6d4jnVaXHUb)dYdHlwKN>Yv!D6%hz0@W z`ejA+4H1wUuxgi`QUn+(mw4|Mc?`B)F(oE0k0Hob^7|_KV^F^LDBkA0KbSf&v#0Ey zfbw9MV%8$L4!u9W@zf)r@K#$siGKugU60~UO+SJm{i8O48UY|Mf1XwRgAZAWI3D!v ze+V2VO4(QZ9s={A`q$Te4Sx0RR6KS9v^CZyz0sqLOw=s6--dqD37= zmXckTR7gmaq=?c)C|Z=I$WBoqNg{E_*32C<6(uF9_r8BUpXWZ`<$TXM z_s%nHr^6yt`+>E^+__@fA!OY#GRyQh4Ec9U&!;#BAbz|`aK&f1XJAPjp`B+wFF2 zKUfytS0Qi48U(SPi{=<4c5C3w=#-w~o#I8XmVCWE@>m|7X<>&0)I13msl7O{RUd44&KNCrC)g5O*lUB_ zh)%bVoFzy15N;lCzO4GYi{MCmUkyF)Omu#Fd_L?}05K5Xpll}-K&*I}(7eC(5Yai& zQN=RDpD-M*6}ZN1BUo~(H@;KF0(ss|x|;hTE0lRHteB*ouQ*^Mwvi&@;p-A$-YX?D=J zWAK=|Oib!45o{Tiu;eo~1m~9TX%!_)f}`-YVy&Jz!D{Sk zcCaxfSnponp8R?fvk%tUG;IyRdaN6eb5WgOaU_2Y-S}Cu!7 z?Vi2p^C3cYfE}e=;7_=zsmToN^CMOq&Aa(v!9gORY43#>T?Yua0M<9HJRc(9t=t`L zA8#TcV~1FOnHP~YLj}Q0juEWwMhrTL>dk|TNCN%XJxf288vt9~ifkesO zk=(?AOsIb1hCVhtK(M8&SW1=*FH?qP>ZCOY)~}Pn;kKhStZeh= zKlB)0PA?5R_IV}PKh3%Zi49;J~qhw*RRyyFu>mlG`3fLC>k0uiu!!J44D{m4pv71@<-TL>EaPsD=;x%ARuo zRGpf1wuUb{Umlwy(|QJMzo;rzr3eg2l;#KQW4=G@uJqr#6@fo7U+&%g z90AoX>7tu!BGIF%pt(Oh5(eIxTDQ58P*TZSymH!ETsQvj4aemytWO`CRzEWqx|!R! zmAhjhf2l29_Es#i6i@B<{~U{+V9_$So$)Zc{H*eCa2)!iUsN`x#G`YGmu_KYJbbL` zwHCC-Bdu}rlj%R=G4sOO%xm&jP;jK{-}?K>D14hB`I4UuZOd$vg+0j_c-*IYYAhKB z7P=oa=UhYL3!Po^qbX?68M=}-D-{jggqIKhronLio`s=v)3G8?$K>(qbOe0Olxwv} zN9)6qFVj8KaW-ju)#Z?MWbO6~d6kllB}xLXUzypEKQ|WXlA8_Nzb>vB%z8X6U~jTq zF3##Mt(q}07i+5y`cjATQ1DzLZm&lkj1^}Z_if0>FH4Q5XL1Wb*}F~CyIO#rnG2&e zC+34%<~lLLuK*TNTekN(7GUlZ(z3V*Jo1U%@~T!rP+8 z`#&#&=VwKOITb}Hk+ySgQ@V#O`-qgezl$NvR|&fGtpxq|Ki#|WrUcRvjrI~3?_)(- ztlQ|(`)G)+>P%KG#l3`lE8lUYfO+^+xsV6ASt&}jT2zM0<4XNACCV`OXzjq=HxIDj z>)XLE(Pi*{S3>RbC<7^{bSCS~LyT2QXk5Bbj_h#K&*5M>A|ubtEVL*`{)x5E)5kwT zZLrTp`((TMexviJ#n7 zR%0Y>PEJo!HS&$R#CET0aA2ahC4m}DYgsvaD7FS+L5}lspVgpUA?T{z1P;U>Of_CF z;~>X*+PlGr1g!sSTD@mH2lZq-X={nk2X=X#`aTGlvB zsYmxBUi`w{^=O}`V%PGh9(?HsrYzi-W*!0aO~X)7OO)`2L!&hX5qP}Mgr-I@Iqdi8It>y5ccJgMiR zV8(^5r>dW%1sAhf3aZZ5T*$>Zt{b-JBAmP8S(P&vI~RVKk-UeC>7Nheo!G}kkh0b% zHyPce!#_vb=6)8gE!KrWbK%Cbc{Tnd7bY4}W1rbfU5@PJmr-2&{<(CJ zh~+}PH7=pxG8e0AeP6~WauML$lN*x4g^p8R-`)%^e2nUIOmeyCbl%*lUBJ|-X|A1K z#6_utW9YB@T$C89Z0{&%a0xbqHB>Qu^Xkp-a+tijvi7TuOx#DERbhNC$|XmXJe#>l zRsU$eqlJq-31`#vUUAVkzx#_y2N!=w1*tM`ne#jOIz#WdaG6Ie@9gIy@5P>4;UE{1 z;ikMV4$M5yrTX8va1lLgU8P_z7X$nS`_D=7@VY}_dQ6swkfL{135U3_zIWp9siRzk zcn)=Xhj7s_xy#z-6c?1;vK#9on7UH2-HT$l=wrdt=av6QUY9-}yG1Rm0b=YkNzj>{zM==+_`rp4Yd%)n4z8$c)Y)vgX{?qDC+X)GdY*Ej7+b9_XyQWLHEB{A#mw<=P&e&47sFR9($2nSc=B`B z^Z$_>hwKAEwF-}Q&lpQD{j zO7Nf~oIiX|nupnYb{SEgC%der(Ax)aEh2D;qkF(meQeYVYiP&VwG0eSGh09wLsHIsWY6fpdT} zq2MhKCwT{b{QG#&HLa@N{F#S|wM2o+Hy(_i)hmtr$pi2E{!<@DdAM{{&5~x37&@QK zuaqL8;P4%YiqOqUF zoFydqAy=aQX_NSJ&(QDvN)nb&XAg+ z*+#hU0v_0Wnf@Mh}mSiR<< z9|^a=%36 zGKuSlwe@roNqEI{60W~^$kYFI!(ohvZSO-UGf5Jh59j(as`%v@4RB$<|rds6s*zIObKTMxr-p9rvmx3El9ZLX&0^OYgcy?p@9B zGO#A!WG#sZcgsCG8yS3)lcHvCAz{2<>gQh*h7WD?#P{1t2I5E9toCXRJ_7%5<=jNV#Q&G35k*3E^S?vOo|6c*sko;6n&}&Qz((yq60LOBa=RW9 zCC$+vh!4yh_3@=gzcRkr&{*#NgW+MCLx~!}LyN@xoav1`C_Hl9_LR@~|I^X-RTK}h zhus$53mmVr-K_9_yyA4Ms~>XUFu z-{KT#!1#ebHQr@26W`?gcnhQZu;)VYQbzY05!o```v3J>YkxETXO$GEb~FAr)0*MI z-$O!76wNE$$Gi{oPB*3akmwd4ICjRL$+LZ>bRdx7wLPxEI+*Dba_Z1pM)wGV&+}9n z-F3Z#gcBIuyOlH|zcT(8YgQP%Wc+Wq=*CD520j_kW|@D&Nk#^u}XIv9U#?UUK?mcbd3#aq}%!Zy)6 zM)os_bAe_i-v$|8QnpFG9%l652R77>lDPV~KJqq;kJOA!MpvZxkPmt*c|w*Cb&30R zZd3W7;_@QQX7Vv?Q@LfuTt3QPzL!)`<}>pyuK%}?57+e`k?%G5Fo=vZYS!kXbpH8q zk5=;0e-iZ>dVG`&#YaSM;A8eux6OwPnf%a%e-2yuaM>}pdgC@eOq4&LSZu||rLRhQ zQ|$T3x+WSNa$@T085gzh=A)v&!>7T653d&G#f9E{IIYO+PVnO+d0J5 z*ZEM4S=5`I&cvy9m7UMwqg+-e^hiD*PmkuVbS~s$?dtRwhWGiwPHWhZ`$^2;|7_$R~s+)|KOuHZ?y3FZ$64gk~?bt z@zK4pZcf4YCRm=EV|7KQ2|F$B9}SgjLWF%|sjlS{3aLA2kYK@zG!`lP^G?qmAFWW&zTwogxET z1mH}cV(j!vfa`0ctI#2UP8R#G`da}MIz80n`j|M`<}E+^1<>YlecK0_c;##P^}`Ha za>lL;rn{^VlmBkrZ9Y|qAdNc~UJ(Lgx7kqob6D5EIXqn^tHG@nZiQg{+lASZ|%x8>1)0PCwmyhc^h3 z(SIn&(NKuaOY8NpRS0&e?ho~CLbQIJR4QjBMBvRs{=;@c)V2N9=x`Fk#bA4P<8C2( ztp#aC9!%Zd9>*kaAtEe$W}Na9!g8ey?Ri9qtDTXTEshIOurb(5H;jq9^HW}lEyPFB zgqCqpLbTf@T>o@lh#YmFJX zl5XIV&&1{5{Ij`Gh>E!Pk2LQy_};1cPb(MV*Di;7BafN6M%rpS2_dF)p1ScGgs}CR zF>;R-VkrIVg=-=qF0AZTIsHt?d=Goey;_A3_{ck1z7ayYV3Vv~w-8zCMlJK-GxcMK ztEBoF{Npz^ejX5FZKM9+^B+P;I*B&c{1&2P;`N)i{t3|#Fr;#Mya+WrJF|jiL|CHr zY>u0p2zAd2{mf>FpmxmX#0muwwz$dsn=@a8p8TT3zY9e0OIm#Ot-1)&k5-H|YKai2 zwcvc-3K1^ZT_#Sg5#ijc^Pbl0MbOJ}ovH*81`e#Q?=li$dR?|go|y>AB{em=UqrCH zx9i*JHxZ79H--J#DFP>BdZ&1o2uilIhfCZu`(+@z?q_ikCG*sc@yh6p*U_9jMWiD0aHzU}Z$5u|s_o8f#%1W&4R=9YURtS>tHXla>< zxu3u2nO-SEgxTku-_;`M>=}~pt`kAh)_fPq72&FlcTtIenO`DU<2o%u_z&Kz(=S9A ze>1hwyG;ZqBVMOfCo}KY(z$EjG4p%qIIDgXftM+DX5v>7*lQmA9FY=)anj7HRiW~|!q$$#JEX6W6X>Si#l8L3Z}G|SCyhR^kb_OBJ2 zVdh*a%v5QH_HcBtyIM11FWM^%kj;=5ZeQ|1#GJ2CSr+=N8NM@TP6^R(Mxp7;S!M>! zSm6}qsI<8mx3m(y>w23}U_bF;#;0a1ZIFl!A81DVCz;jmKbkQ)vQaz4xf$#4A8yn7 z$Hf1sGnJ8~P;n-?@#J_47d`V=4@gs(zIOG$Uq_npR)6u&=aVR8yi4h<4Qs|c=boYp zdFEWP;{K8u6jnW*q;`E4h11glgC{6ZxMyan6s$xi=3vsZc0XvIBns zg|(5YRR(Gl&de^Vxu;IS-08OZB25a@GXAwBYf)IbVOy!J4uuD&Hx-4ipdfL=rSjV< z3L#Gug=(8a>}OPeGIyZx zwr68qwIhXD@K0UoLLsRwH0Y))g-u3o)^qn#NRJp;cF~<;?vK5bB|ItQKK<4o!TS>fjRPno68r2b0x1k|*}B@tC@3e`&dLgA_-%Ur zV@4>2DYxWa#GIsXEK0h3G@QcxW-{sU8HQ(huVZf`DM+2`vv-W9V5_uSx9J>(eWk(~ zh@)_!bMyDoixd{VuMw-qQ`psETAF&5!dK~zD{@H`^p>4D5^;@!%d{0X!zmPO_o1r$t16Av%AOJQiat5s4F zh2V_~mdlh-(4O8ScdC@(ozD9*P)0$gZlB2W5rtP+P~2Kc;eO$pixy8Pw0fubb80Ba zKDFPWTg&h>MSfX9J>$2)rpZcADI8Rc>A%dQ@NBM;U|bW0$07gj1`8>)={|}3)J)-) z@ri?b#f%?P^|n82Vf>*swAAz^1&5aVvQ@7r)TSK%sMAhiqR%pZP6xxU?x)+cyC}>Z zDL5bdmZ@{k>%iZ4%=4XU=7D`ooiANWdOuRoI-WVvo<;u%4Mmi zol-PjkJjC^pGf0_FFT4SOQWZ4<9>rFG#o5PjZ3D|cv@SbrZ$~M)0*Ssug|0*b7ytW zq&YP7l?Urj&!w^OYH{xOc{J`w`9*pw)8K???rT$};qj?=i`60;sk`$Q)-R?J-0Uu? zzl6r*%_`k@meTMqZLd{cMx$s^YWCITG~OgSo{?TfW0LeN_fTCLn}fxMU-W21^<7r= zSVyDXc?avo1{x+!vYqCeXw)0~o zMoRo`1MNLD)=7FRWx3IKc~tGsjD0kM-gULb?582`m{~RIP2(=l^~Pae2G@GUu(y6R zy6(PoaXd`p)cmCNO-E?Vy=<$9AR6T?`QN3-Y1jn{U#XvQCYFZzzlxWQ7ijba9DlU#GL4w- z)z^xy(9Hk*!Q%@OX*4z#?@UUju}|MmPbP(i#BI&lr*6>5RDAzqAf3j>3wh5yvuL!9 zxj$^pp>g7{N|MD*8gshZgE;v#9@?hb>)v5-HaO}Q6f!v1%$limkHMKQ{(kvBjb(G= zpN%VH{1Ch2L2x;Z1Ak-_K2^||aEKSUw~EHi|DtT4RnsuCFaay-# zP^Xc`{99pk4wpvNoOSnS^JzGrAC8X|FuebM5b#$-BgyZGbs$Y+b%)N1-e)vutNy7j zFK8UDz5P|#N@L1u@8->I4DWer_a44s_?X>&Nwbs2`D`Q9MqDkYy`!<{prTIH zdm6RvFQ<%rpt097>9b!yqdQ?M?EFIG#!C4j`$0zET;T=YcShftaefBFG>%1^S(N;u zG2@q%w%RC-`v>YLT_2-i)yDobi6zEoi%m_ZCB=xV8NKs;ycn7*Dr3DTh{4T1?%O6K z#{L<)+pH#wF)nIQvtCY&?BQY={b^#r$M3_P8DhM7rAaE!79(u?`+}*W^(U3#>c}(+NNT(X_YO?G8f}S`jK%nEyS2Jb@|&E zOEDg@`|C!n#jyK!JLj;S7z6vfBi=fQaq+pDhoh4iOHI2sH@Pr;RAer|ZZSNU?v{A4 zR}6_X#V&OZF*2vLa#B6T*mOE6OU_%2jsaVC!~ro*d&s*DA7pU0Fn9PvO#aq5m5u;0 z{2!V9vpFipEKTYE8jp!lomyYBE`;HE@|ldHP%$QjZwg;BiLAXY#>^UzYho7Jwak#m&9sWb*8t)c<^P%+^V}`Tz8)|qEpP|xA0nXO2jy68eK8_ffzcEjjqQ& zWb(8nLjFDyLoTDnG4Qb%^>Qcmd!LB$KL7v#|Njh^d0b3i7{-+pEo8}(l4L1`N~K7T zLRu+_`iW3Ti}sa-7E23?L?LM=}Dk* zuL!3*uQ(L(T^ew`A8)n z9uXn(d6R$l7ZIG6pSIujjm*0ZI;`*Hz4>qXHRB>olx2+E{Y}Qn3T|8QPlO56b&He5 zXsCM(UyzibakuWSZ-gWbJHx}56&$aa2MPr4; zw&gFJ$$I&N(%W6gdZM=uvG>xr-oH;^w4X*u`PaMm-DvR4`p&5yqS4s%=kOH|8Uv4Y zHc#=Q@i*LGHPVO1G(P|Lh%b#Ds@`4h0W@M;?>>AIL}P4=RDw+?*@xqb!}Z}bG#iFD z>K&)?OJ$8({s|f@jeks1Iz@Dko%ZoUG>y{+OP@}Rqai++#1B17<9wD{!_avek~Yh# zT@z_sbkbzf7ig4e{H)xPOmuKNUS4&XhFt5td#kR}aF+{6y>pGmjlfLbITS;XaK3(jSfaq|$dPOmA(Qv7nQ(bzShT;l^>Sft9@=R^Y z({pL)|2DJ>1a;$JsO8Tb!C4iI;=|Bd(W$w=s9qZ*-LboGkB=op`6CGyPm^b zqQmIEe{#l5(!YPEW^pwQ+ro5{#dS1ZIJ`7TYoH;Kov=W*iSXQbLJ-9vdR?$yIZAXe zV+3d(5|DVbw8(!#beP_-_KH;-4Su!BpDGd2TdYW7#bd(Z{Em$`yNJJYUQUsJM*QiI zq)$JmQJ{73;n)irEn7^Cy!vS*x|sF!zM@g>nD}SMAc+g+@AJa9B)-MrVmCy?xOrRc zn~#JqrOxR$M+isV@4tqQl6WwD^Y`c&jU#!N&)e-LaWt>z@)pAXh(}zQD&gPFu#4&< z{I6E8U*${qFDoe*`$G61|9s(sC*j|1!ruqIg#W80;yZTu(eOSn+|48W7o1gL8VA$( zv~GRO1H%6^uU;$F2oh&(-|%F@e^=DNrHRD%ZSihDgNX0eu_mtv3IDs#9^2V>Ps_bj!*U>V|jv9^YD6!ATz@x$6t!hg`PhT>u3`@W@TzC9!SdtLj@-%5N}_Lz{? zNcgu?rko9k@5*saa(4;;t(&KoC==i7#2m~o5#J4t=2H^HckP>=R$;{VZ+2z8p;j6~ z&q+I6iSJkK9*v7SNS~N<8PdW;H#8CwpvRk@VmY+~2f1SFS!5se>a^Jn?GD`X{}vuk_P4RYh#Ib;VKO>LV(ZEdygTSGHs|V@3z;+K)@7l6b0Zw@`Lm)d8hN*Y-z|@#4<~ITn)rhU@k)?yl~D*V2sn z#y`lpVE)=%Zej?Jp+`6AD_kf&p z%qq0rC+FLwB&CS*zamg!zns#harut=qwvk|Z9X(T-}Zxf@w4 z+wrB!%-KkfeCHiGzjmk%x0lEniu2nrS2srgMQa-ZCtNC9u=LVz?X7h!;7xa#TN>E{agO%)6|pUdHy*K=kk~@< zFaIo4q6M{6Qz&P-7Cd*^G`+G#i1;bbgVsF}VpiABm9HIy(ASXB-?>+ahb&>(?L|V! z#YSXHuN1=E`RtjZQ3|5WlN-~5DA>(&n3#Bqf~9TpJ+38%ZBxVSpU`|j{@`Bs^?cL^W5 zy2;sZBl$2?>q}fD#mCKyj~rUsn~}ZqhO|UaGv>+sdSaH_4C#P5)WCyguni5~N3Utd zGmU~Z<7g&+t7$bzHRIQ}DG$A;HRGwjTXk0_5ASu}R{!YXp-$u2owkEKj9#fwi1y~; zOYq^W*Qdi&Wbzx1gKNstZPmOzpaG_r@uXN8bF7^i*|F${F z#n?8>rpPT^Y#q3mDqIXL~NF?4l@(om@nV-rO|Y&Bd~@*(S^Paq(SNW~1^! zE)*ZnE;;at1No*a**m{-kS3P@!ty5vl^^*7>;7_Z?Cs3!S`)dbsXD)0X)+fjzXyk; z<+%9q-x>+2#~ggFU4QP|Qw}!L6<-HlaA5G)FRt?y2SLyNwkj2JFyX{n;rxdj=*;Q3 zs8zwi@7$0{`>Htbc2l=sXTc#{TT3tB%0YGay3yes958>?Ku47W?ZyQgZ)tMyR_FBd zrax?$uX|+6xyHsTBgt4^C>tIt$^t*_VWT{0b#&0vCc^pWQ>GnFD4fl5Ug*&T_TKTC z8B?0D>TYCDsCpAr4*i_JdVmF=&Fs93q;;BdKVWqg3%71FmBVkb5F9BZtA2?E-y1jX z`tD{SPSfYY&~+AUse$H2Cs;^g%KULA{bt-=`b6_83u*qw`zIV?A@soDNmU;f6pZ}M zw8B|Xe7I~2b(RIg6+K6OuV+D?k?SJAodr|twTcY~S#a?XRh|uHA#3}g?qO#ZkfV0z zh8qhWJlAVirn9i<`pTE4oJNJEbB=bpliJN$`aP(C1Ee#tMBo|kxY+u46`BD0^ z=eI^!?OGB)p}G;WAC4ragf${lX|$wzc_Ym4+{n-U(SR9)YwmYRHDZ{5PnTQQfUTA1 zo3$=CK%7oX=dEqPi1glvElV1(c<9IbpoV(*6`ndlH`Zfr=FBroIrS)`nl2d6Y(VY2lhuw24R8su z3Y@dQ0h3>r+kJ^^K$-r6+9ibzI9ga?HTzxz0w%Qa!@oA*W~}_5U2_^?*w-SQXw--# zhQfaRs7Ab>+stve(TM6x78e>T8=<8rJMn`u3u{x`Cywf{ARZ(f?@3~zME?7U+k?cX zDNp7|ykp^Qy-N0&ZWA_?6;Ef|G(l;ZZ2hnMO)!s5v2^We!tk?Q0yl9shE=)(zIim-B=FEo5{$_^9b~b9e^_|1K*{HsFv1ku@zKDYgw_Vr}nkhPkC6QL) zVY$XdHd2dw`S};v;1vHz-bvnfr|XKlCbF@@{&OXhv~N^Le(RHd19v`;hhAahcf#m> zshe#4;Q6^E6P~rM@0qN6h7G<4XSnw|8?rK-Cv#7*k?Hy>F@tcQdQ!V-D}#-S9q|=n zxg-uU6dSV%|5}@s?j**svDxU>*PRh;?A`bwp}~)h|5U}zc-d@N(tUYv53{l7O^9q1 z`OjQN=gg5}HY}n>m-scZ5yKQcmC9s8N=dOZo5MzsQn|C^I2+az-yJFY#m3WpgYk*h z9GHx06&zj4frjrzXQgc%BxGctJQ&RZW4c4;*9H!*UaU*=U~}MPn$~05%7J)+@8^ue zTzId}_v?w^!gj&0`>CB=Eci3$mg+DUda-j-#wYP`BduI&zdOmBx~es!;XDK#%-B5T zF%KQ4qFqV@JZw_v>NXhW!B$Hn_hwu(ww`!B{wRjzU*#c(Tuw7$Cv>GLls99K^@Xpy z_4u%tUMQ(Oosa!@!)N;rG$W!`(ej85ADLTYJ)NfVVPnGkq~%H46uDn3SbR)7-Xjqc z$Op65;+n-mKB}vuwuJ@p;oI*k=vLw5c)@=$8SUiUh)m zxDR%ZTepyL4j5J^BY_W#x}V{-3Id#3=h`n#`i;6LTJ2R8Ks9>7HlJ}m%ttldA72r` zMf=v5-bn&Td&mc6xALKGebCBrmjKgD-E)ul3h>P;VfOCh0u1#oyj(F$0P&0^`z?b6 zFqkYTcmBkO*NM%sa}5OObC{HoPR_wc>v}ED>Ik6U;I^#u6(2`KH+R>^^I_y=P?wg= zM|0|@5M?s~(iN32zB?ko(cuu*+Ia%Za{OUoyGMZ8+nWLg83OpFy)f**BY^sp*L6Ml z0=%7)88eR(AV!+!A=l5x^+_HLub&Da+W0Dsp)SBkM!sDM1o-jHRZagbA6Xwtcl&=P z-(442&|Lx;zL76ZKT2U?gJtzp9}0il`cK6BQqcW-?;+{aX~; zrd8x#&8CpN`_uC10t%EbXRluo1)gp3%zdR4en=~@wpUW{mY+AirG~;+@V)&=Ju$1? zVduf66z*PU+3eD!aNZ@aeX}-MM>FTVjy?s6XA5u4UrQl3)<|*^D6EvR-8#IH!p&fp zlr9Sj+bx2t>TM~!{M~x1U^|78wCBpnyU6?8@aYjQ6t=RXO!x1na5})#Y|9}E+NJr{ znqCw*oxbBTeiTYBx=6kubkr&eEuuq8m^Vh!_9TdWSO(R>?Q;6-^+KJM> zLP-0B)sF@WF|}&uoOD)R^IiT{I>Sbw95|DM`k&%|${aM|O6 zdnBn(TQWAb9^OhJ^US+B_6`)Pvh}o4>SbB0Wb`6ul;sA~I1$7j%9`}8i)I=d;|K|@McoeKAseYn`6qJqx%&8Jl zu&@k1m(@kqo7m}k{yEu4uFP_3*k^Y{y|DG;o_8a-DFuI#@N>m1d@1oY51?w(n*LJ;_LGtza{#7_ip_~<_QXs z={|dsg5=?y@=Ao;tq_#IApC53(PLHZ#xOX+rc1G%F*BPUH5cO*W9Y=ilcmej$1C*zAq3KPw9HQ@_mQ z7|}az}j`y~pSNIzr<1`Qk0XV&qK#8B%GG!M5dee@j6dWMuPFUpCU~(?)uGLJqK3{->f5*OAsF8cwJYj%N zG#{ewoR%s>a!yUTp6G7I$G|9c^9DIDqbA*8+DP#6RsPwG2G3@se7YYr65I?w*VKIT zQ_a}hKi^SrT{C!#qN|^qHzVX3KPz9X8J~5FpSR03*SR z4@;4Yz~K$2uO*Uu&%m|mcdn6p&x3<^ZaHya6f<{{vKt2yMbgx(g&gFxD_qk~VM8GP z-gjR*8%6GZo?}^T99F$MYmY0b!#dmT6%Ud6sm5q9h182GHR1|M>ZJd!;f0ke*$9|d zmnzU>!{<-HQpda|M7%$iZAt1;gN!Y9Ql3qaT{m~;pl=h(a)c$d!A-bsZ7C@r_3M%_ z@48&WCN!SfzCO{U2`8(6KaJVcgpQ$`8uOSe7^o-*ZK`J>n-!naNA4*p^5W?`V_6Wb z>v-}jo&_`Wn4g`=EbOTW@w*|zg8QOpde9&Pw;6OxBY;1T6BDkjhhkMx*?h5j{F{66Mevk*Oo)^E&vSkq7+XJd)h@5YQRP1k z`;6+K82ow1@uphbx%(?KWm_%83QM(IU24(gXM3#BqZaiigvvty8XSKfHrp<;2Dc{i z-p8G-!BDBOm-x&YEIX!Q*s5HE3htW32=y8qI;gFrR$5KY3Cpj!HPx7XI!|FCuNpdY zqjE2as?k}vuI>4YD(FrqIc@f?3fo+oyRt^BaR1#`eQs10LLJ=m7M`!dl(j0-5tpk_ z=bY5|_+}M6rbw#l7gS-@mVZve`c+8qAC1|zp$b+*Bf14vRk)gCmt(P;iMZ)~{l^b7 zA?APR+*MyDc&5ef*TR`7Sy<8>7tKWXtn%>v)0xm$Qwubl&qU-Ge34ngM2>(?da;s; zpNp)O9~v?-T7CUgv>6k|&hp0`ZOHRxCAnognJ{Z=iu~cqgiLL>GXDq@ha)=YWCSvi zG}P;UG?Ix|<+opMIKxEWyI8-OmzY?j9=gp-g$d=Ymao=pFp)LyV!ZrnCfa7#xW6(c z|3{_WsxW7Q|0pW)yd4u?>@D+L|6}51(7Z?kcP3)@DMU^?%7oNWe(L*BCJe&WzHm-4 zu~W}ysd*{`d^OpV3o{wGmKtR7qkw_@sYmmLr3~D!&~?9E!+_oE!?rxJek@LD4aJ_m(_QL=JA?=mvwZjZpHMcLn^n(GlvrHV*bN z@X@OJN#%Rezsb@s{wo7Yz1B&8V;E@tH(RSciGc$<&bQu4V<2d4@QIKt2E>mBm|GSy z&{7z)NvVQ?Nt$aPe5zw$q*LZOtC;~QYdhU*Gy_YoZkXuT!@wcWxw|ahFz{Ub;+2p8 zDj`sh<#VSn5Sa7GHESjVPbL40j8tZT75HP!c^Lz@xvuF(It;`tF8`*oj)AHX!^g(L zN~piIe{I!OiR~KpCg=Jqu_181^862#keD3C*Zp1z@s(Mt81a>8u|Cl1fA0~JdLI?% zGajLEZn)tEhetT1(;hqJ;3G85+b9eD9&Wd*v8m+P5`%F(WSbXD|FIno34 z;)7Gl;pXkd%o3DA_DK5T=I}CjL^lqu)GUL7~Nb#jA^O$Ub48tyLjHCO3?gN*BU>f8_cLt@ki{cyr&=KLwDE2nwGi zDnQ83yi3a!^D)~!>_om)K6E9HiMJW&;X3DeTl|?^G%|diIKR(<$i{z2a3}|3Ne@hK zgxx{QuxOFDXBPJE9@^#kB@1SOP1{Si--h^truUVnGZA!wp==#_3qg9E1+)A~yKkN^ z@7oRh{-*cIG$;c>++C`YC$HhFOj1uOt|4RM60?9)S0N$Zz9~HK3I-nEF36a21=UtN zdf$Fc#$|)_BaYmQ@Q8dd&0umOip>^nbGwoV`58u^Pie&=Oy|8E$2Sg{Kl?rn1)ai% z&xakyd&6*X!{&%&_p`5c{o10S3eTNn8|(i;=TG7bl1ude$a0096043~F2R&N-_ zmC#T|3Q;MMpCn00xFnUdB$bRpWt0l3Bo#tPBFf$}UVCrnx@MKKmJ14?1p^JzAuRGDdyej8I#XTaS)G3Y4@gjzT z`kM}1_9YU8S?h;n0*KCw)@dz!{E6V>!$Bjej|sh~%C9N$!9>;zqqO55A%w>UM>z}o zr-WuYbIWJ1Fv8n@Ggsu%FhZ_%%%5NX8DVMZW^hvPIYF;bf6TFqAhITkgPU|B2>r~s zBs1{{Vr+zQPjEb(&|ji-tf48K5VUDulAIh)=&XA+`oW#*zs+X0oC+rl2e(IOe+(o3 z^zs>-6JdnI+fknH(P6|VnJ4-OZif*Gwi$71+d>I-R_FEUPay=Ua<)^B8A8nd`Y|_@ z976P;Q*AZy4k6T=*O}yO3?l4WExV#VKPDFM%5sr7^@!lgs1Gn>`w>633&Q&r%ta!0)j5ca@}=E zgs_^;z{c7{uy>cg?;1!#-SoNDb1_NCQ5<W+FTlU2>rgXFO6drFvV^Qz;E=#%E?l zdee{;o*I4GA_HvA`9H-=Y51_`x+0S&10UiiBy9>aaJBr}aOuMgtP@X_(AA?WW=ClV`F9v`pylZ7tgJFbj*@53HP|T7?VF5AuDop+s}1x0htWjN@H?ss=y6kJ`a!X)p zFVgS%Unxc+zs1Y1E`^C*gHUKtDO?()OX;CySS;fIx7@W18_5T08AD}g*=w?0c(5G0 zC9Z4l9j<`umGJrGoC=IyvS%!euSA3IwY)T|N(lY^ce^mZ64KYA!{1C-V)>il$e34E zpe?GKy0xMj#r@>ms7nprH449O=BdFS(Syf$B=y1F9=R^A&I+D_Z<<~Ol z5PR{7xxA1L|66H89>;6p%^Vkdw!ap)q$L!NMbsjlGtV}AUJFBK&Hf&$-}Q|9fcbPS z^bKu?UoWZvR6wi0L(7KQrHMjy&@H~U@`HOF`1idk-v6i$n!ZNd3A^fWN>%XDhJ_5A z|2?SpVKD;-Pm`;Bmoo6w;&*$H9Rpq+iN*sK49v%` z-z}byd4h?mk^WZI`wXaR=o~4UX8=R=@3K!A*!jNem8BR1FCRRMcpk)n^0G|=Zi|^% zT(bU9CLa^4G>KicOPFBo_~HE}kbxfk!>4+w`L!P(cX&vxFRL^#x5=6bYXyP7hpF$_ z>E@TdS5fmAFN@eM$b^ocxl7Fe1Nx-9<_wF0FeAs<(Jc)0%N%Mt>cWJ}?8f7sE10dg1rvVmw(sROGhyhtePbn92o$_ZI?1!(pk=ESu$~3KsbC^Rf`uy2-odOY7KRuu zycY=;+M@4Nm@!zGx+iY`xt;|nsYSs#Ei9bfQ(*U)LyZsLTX4ODg^gkw3g+F^`|42b zef=!(?lHNoILLzR+MycJuPoGAd+{z9Wx?pF*0HY>)cTS08L$4ZuyEjxS@j&XzUb(R z^o4AsnCgy(@v+gd&&|q*pN*VD);exNY^bVS{^`7$4Z&;Hw()K(NV*huh2LkPVI|k* zKyRvDdLsXhKMOZK)(6@KQGM5W=i{L)c(m_>=n7i)ycwSS^28r9u`!>zCYv)u&`QC`EL1V7V`9Jj1s<4 z`|~Rj;dX%=2rmNORpW5IeTcf6dN4Y`Zw*PmLfC2X*>W=1+H*!Zkgt!hB95$LkB>@|apikYyxt_^JTJWyP|qm_;M z|`2C`zQ8j`5gnC! z7)l40n?d@-;(jg5tu6s5VcsP*%eFAwLjVd!{-=T$Kq zotqms5R?uV_8!qHqI6hcsHRLX*=PxT5q!gj?(>l0sV-`q z-7RKr3dQY5$@fqi#VhZuln%vzDUqa}PVwi;Z5w+{@ppGjTF^!D*K6|@Z>IS7@LsSf zruZuvlR0q||JUss8y-^p>19i3*C_t|6MVN%_Od{}G*#dAf%1c_VU)xd7EIb){N^bB zN$dSt?m#`7AF)dnq1sgP# zaDLg9Y`hFi9a%2M#-;uDl%^yp-u7Rb`!-Pe=9K5u%d+8aTFuPc!p6Nu{=bn*)VZH5 z-~C`G8z$ywJRLNsd8RHkoCF(6-To_}$A(MNIs>_bY>X(GstX-uWBS<9=s!km{4uVU z?>bG5OZU4&GiSq*RxNPciVelf9>0?=veEVN?Dq5a)VM1a6Gt7WIL$mOu6~t`p`$x@ z%3foGK2*)f&aB7&fKvZ{s-2$9R?p6=$LgIscgN<`WBg&>hk^Wh1WO8NYL?WaL2#A2 zcx64@w9ILX==Cu5Xj>J-sz-W4bK2Z&y zWj$zR-zwe-)I%bmBXrqEHVW?*DJxL%LYMF2IZn008v-qoD8E!ZZK36TVuQ(g-(Pc& z4cCrS0$Xmep=Evls1c*{Ly@ z_^T9urK^dFs|rH?H{_WR*VLj9DKinJ9hzh|!~maI4mY7GNr(*2$BG7MbM^Y-uA&Vaw(CC!yII@?uXu!tU87o{sQ1-A>J z_a?XU@WTR3pS8E{5h{S>ijs=Pn0zE2T4Gn0k&h0yLnmxX^6{L*+_8q9hjQU#ZDuWb z*#EY?`BrBhGGXiB_9>6Luf%SSUduy6#Knn^zjLv{S4*moFAq+VoWaJGc@X=(=abCd z955>^hlWja;28g=JH$B$XC=k#;~r;&?ltAmostda4{|H3G8@7wLiLj!S%|56C@?#c zg{xoPbN&;^#HOGoK7~zG>;1K@N<9-r&sBIQ4`-rg;Pl6DmYFykn^s=nPD4*|Z|>z_ z8VoJ}>58Y&z&m}gwYHRoqUxXKcFi;-h306icuzxHn9;YwaT=W2r%qoGpg}P9aoAF6 z8UnVvbmXhjP{PPwZ)QM)t3>HI-&qNRR zSabdSxj%2xaaH=cXZ~vRS*O3Z~S zFK2+9-Tv+C{R})cN)paWOot<>E)`yqjsR7eYpKJjQ2(~mvFl$d%n8pWLZWFn>?pgW za9bJ_j*Wz;nWkbSxqeL0H5Fr9+9Z8xFQC3TQ0fx-0*lV3?k(7mg2VbXWomZG=s0wV z-BFT+#Whju7sw>SZDr?_wNC;zd463H*AtJC&Zd0csTd@j_mT+w5e@YS<9`LSQAm+) zSa{4T0+Q{Ql^N;bkgOAt7ZwReOx!O+i|=7zsw;d{n0bl|k-y^7_k_TNab=jt_Xz}V z4<$ZJ@rRw0&Or5EZ*U=Fann~H_~nSy<(PWHL*k^pi;)`)*SzANop1&HillH1#EJ6H0lxmJKoY33X9N`dGOaAr`&L`^j}bVklDHQmNdB81odn z=$+(8c)V}a)j1MGkfW6=T<-@FVrynH-Nc^~#u7!x6B9#;gb7uth=AvWw~NKe8N~>~ zxap?Y@TW+^*R*^r$s{`3*L5FfXAy&=GAu@37IF8Fkg-`z7I9ja)o&}2O}MyyajWLbCOlJ? zofDhPB8*jkMY;E95s7X**H^Y?5wCM{%hy+A5nMaBhmNLY5yz^Xng+SEh&T4Rz1)+T z#EJ6Yk3KatV#A}kTCIEAXS%T0O8lU@+BM>{udS@43Ge{7rJ^E-vO z)P7*|?2i;8Wo!6L2g4M?lJ~2Cj6^b_B75tbghvt~XzS21{3VeXd3EROy7B~qzPtY` zzgz<0acs5FBh>_=#WEwt=3G1>@}ikOw<(rbEEh8pJsw3!iF#_Es*fOoFNF*n_JtD; zCoQC(+z%t%Uq6k{?h7Ltq;L6$);=ZDy;l-lL=cg_{#@i|?#G0qY1l|bwI9)+tgiBG z(L+MrJ8(<7kq_ah9M2!M^e!P~Fjni*NBJD8Yuo(7G=@f~iW znOMr>{=lIw6YRF%kJSA$p%@b2Ubs9P>QPTVe9g(G^5o?)(K~Yyw>43e_>qIDuJ{9| zLvpcfUD1hP$vpi0%u*crmIrfB8r}9~9zupfqN~*M@n?7CLbcR<92EQJT^Ut?bKJXZ zJ|-7Hxb>xMhDssi&95|>pC|+)?U03nTM-U8d(u~fd%68O32K^cs- zy$8lVmtihPu0`xfIcg>PJZra>Lw-kH_sNYF$dO*RPCldpPr0}64p~?UG0pC^GT$mt zk*FHAZKM(%!fzH0p07gke#bRq$Ev_;Yb5#_t3Z{)B{L;eaB@{#_K#kTobvKBKeTF~ zsq98vKTIHIboYYRT?F3VDk+jJBM`7@>#kSH1h#nUa0?02p>%G{bb!hi&sm*%mFG`~ z_{7xOI3^t*eG2%N&eP%X)GW0AD;-`gW%rj-dFs-#BM-kN)M9f{mb}U9S~yoe_b)n8 zhiYEGt4y^zC{{!{irLj+nOE`3s_;69c|`h@tztlI&@OSoJ_eLOt@c!KVc?7b$64V7 z1KYE^KW9oaVe;b5@c9!|UViIW--HqqDNDESkS$=ML@vz4zn_Ur^?)}z71Z$8jgXjJ8^-gx3G)eZ7V*`g)eoIsz6Px* zFT3XvLT^F!7SGSQ0w<0d#Qe;b0D;()_PtVHHK81cSG&QqKEDH@FcnYuYWtDM&b-g9=Bs&F4xLJoJ8y4N9*Dw zNQCPjz3^)-iK?a7zMYXGF<~Y8hqaM}l>FYcsxl;+`?74(Heta%MO%>IU8S!qXi0)G z_deFwn#92-=H-7ENHkud@3~`3V(`ea(!cg39A5>S3rmt9z2n=0*O3_6n47@Afkgal zm4lBoiM8 zc~4X8{Vr&CJ410g_#pcSrNf}+JwNNSl+OMg=Q}7JzG!&s8Js8KD||<(<|2vSvWHuh z?MReg6Vge&M1p_gnoDc0kl=gQN(;J1@$0IbU+7HYtl>S&TP`FDtaKZ{-6S#p;G&Y{ zZE8QB0{*Y>PJt(!rpa1fArx1;A)rNo}OxeTu~9#Tu(d{*c(2BlFW@h8nN@ zTahzI;!n&fv3*<|l=#>jD__WgTuFM`Rvr$9y}mC=;^SZ!W4GPvr5t=B+)D%aIiS(v zzR$1V;F*c-!s|jDoT(oA`FSM=c5e?6rmH#F(qVVAO^gGdHNEn>5*&OnlA0`D%Yi|I z@t6OkI8;2f3C3;YVExSeHDMVJbo|!+@!iaUMT7YBng2MDwP@Yts6c&JbFA-^A_tSD zOCF!u&Oxu@In%Zs9IPW$eR>9|_>1K4Jx=Msj8wU=xSIp9%UfQiXmK!}+fpc@!@>Lw zi?OG=)V@BR(@3UtXs-Xq5dTd=gTCMS$zO`EpUag+vm~sw-ihCyC$S^lxB5G!!>7uL z{np$Zl*UzE=%93X(kat(a4`pr;?B2Kln&RYj(*;@oP$Q)gy+cu9Atj{GA%01L9G9k zxIhsO5)=6B^>H` zEt~SEk6mIyE{RF&n%_bNB;L!#y?#(c#hWZkZ>ogy)rNh$?8`}HpFR@aQ%OQDtxMOi zhKk#o@6t><33<8k&FTzlJqgu4Su7Hw2Wl@$HIO)YXJ=4Y6A9Xj$)d%rlpp(p-nh4u z=z3r?GRC3eRQu-Ch1b-*m$&6-X9u;<-9}x9-;uBq70#n~llb>wxsysC6~F(bNv8Lc zsIYM@l=w(OKyO^_3B^6yXGQKpiu-oocTzVg|Ho^1MhuUT&^-|-Z9(~emG^u*N%{YO z00030{}fkuJeKblHj<*ENmME;l}Jkal1N!;AtR+hNF^GSP!Wmjk+OI8-X31>vffE4 z(m-00m9OOY{Qf$h=Q;Pf&UKx0-{mwEHu6Ui%aCScVf(_SUKutzw=Z0lyNV6M zw*S5S8a8Nu*;aaTY*bgAjZ|C9hB8y$X?Hyv%M1Dz+BJ~&+$PK41RJ#-<3~oC*w_{} z8mLWW%#UXD7COr_G+nEVH+F&%~-Csf+68^dx@Ew$wNzrQ}AV5G>#g&S91C6IWJ(h~lw-p$4uE!oeHGg#O#5!ZEWJ{zHe zb^hgB$n(C++*!Vo4TIn2!GR>c(Sx4(x5)DcUmocom)qaGcn3s!$@I)YHI2=JjjBP;T*Lu>)6<3;ma%_?e0ZEl_BK0 z7F+YYCH`aKf%MDz?SgDnCb@^aOlBb}VKhl8iiO8sqGs29NqmmFb<6gV`v*LlO)+GF zsDHIoY7+~M=Uo1L*~Y>u3z1e22^QwWG@sk*)d9Vi|9#)_xC7$*w^=O;?Lg4$`nrUJ z9r!$R>-bv34oI~|x9A=3Kw(@KednAGxRr5V{}ChoI@j-Rz1)taf$iz_SKGlj{b!E$ z&324#RatgWr5zC$vf3Kd+OcC^x}wpJc4V@IgNOIFqj%<$Yvr#t+}<~&mOj}At!)a~ zyDZya^Psxa=Uf|}7~b=9k!nMziE;5-xi)-R-neOravOYhzSA;LBmGeqtx5-4N&E}D zJ%?K{sxh6CZQhDZ%Fez8i(B#Hr`KXNnO5kVxXhp8w&2o8t=HFgEhw?EFE8wGL8cYM zQS4X?mblq=-8kI>hsdW6`R7_NTXppaMYaX?o`u^pzL@bm+d{O%*28vbN0G?VBkLm z^}wTp45aj%zmfRCz;qR5rL;8zJh{rPvF8}*8CJ5Kxx|3A^ZEl3>lpa3&i)5eiGjT> zvSGhBF>tysd9~zL25wyJr6})UphJ9b{r6vVs4Y`b7n-2so4c}@%rqVAhKt*`3owv0 zA+2gA!a&fl@}%G`I+D*+NN>DLj+dQx?W7MK-l?hcy#467Yhr5q>IofkzACYK`gA-D zmG*vTM28ZwqEq}h9TG34&bTh3;8{erTyM_+Ut3w`E@^rYC z6j&+5&@ijxaPaaA8itJA{qmA&IAX)J8qJ_#ll7aEeivyl8kPxXI?`~y{O~J@YcvQc zJ7t==)A03E&&5O!8YbR|kGvS6LYUpQaCm|Wow*(t^!`$DYTg4Q;c6-hq-; zEARi(OvStLKmYEwP*J4txavnB6~()@)w7>bvA)Wk@imGH%i-Rxip5lTm(&{_lBUAL zT**&Vjtaq`JD2nOn&Fn2Ny!;(#uRTTr6#KxVe7p^Ta=q|%EfE(lP%47RPpD~s_o6N zIK7&FZ%;GybpAeQo}oZ{lg1EFxEV2=FA^K66v*94au;l+pk)2U@Mbmz0lp`bcO9eP zl6=X@&t?=Hpsk+ux29lCfQFs790djx0l&416vQumwzO#@1@q2jjX9`O@aIL)nTpXS z47mnX*-SM-g%X*x-LnbqI_nNLc{icJHuw2nzb5n#q^WK-XoBGW7>9dDo3Q3mJ+t&= z6SjofrqxI{LBZ5G=k@9)(7O&V`M$mhp%>ihr<9uz;4nrNR&9dCz)fdy4bqAX6&98@ z!Ye4bt+c8Us-F+9uBdNBjX+#<1*H+e+^XZ{j7Aht^(Wkd8?h?acIaAoBQ!Q-2{^|z zV(_LP7CRe4ci7=dAb z)~UE?0)EYB^r&YD1Z&I$<)0_;FYG=q#)0$;e_82!g~0ugOmin!0*eg<15Vx|;8m1d zxbH53KUa-=m3&B?|Dsk(`VqMLcE)xpkU;9Tp^T3q1iC+s&1sDwuT?T)iRx(3oQwZW*$o&Cvg}VhGq7UIJ}mK1vHa5 zSTBmAa!DNP2jk~PkvNjijrV$yI93!C3OJBBVnS1Nj`{pQF8cy^lQ>3p-QvnWAut)~ z*C%s=t~aE&@Nk7g_C?7{-L+# z9?6I1-??s=NIv2dBLow52>4#Ud?Y}hz=ELOXRbyB+HEyM#e)gd&YPUoH6wAfxX-Fu zk?Z-bt6FiE0A+5W(k!Vf>#KrhgQTupLw>n+kh)^!F0Cskbw%N2oJk~gW%k6`CVS5jAbBC_wT{0VF}(B7&SMDoul?%5JbV0A=;`^qQ+ulx1gMV=GLxHGTwcLJ#& z);r3f%>+!Jt@P5|N}lWInB=-01e7IA4=vb3u5Y@)aRLPDZVrsU*ClZLq|gxtsoVdm zr=As=kb3pI`}#QLiXg zX_Ly^2~6BOgT=eaeZS`i{Ss6J{=@+9ljFPc9_6T_|L5%^P)mgZcQqg7r*~L z*9a%`;w?3_|Wmv9T#!s zHGDp&9{L;BIT^F+;C+6>{SV!B5UcRG`RGO+UX|F*p7E-KT;P|D<^grMVES>DLqr|s z$$WhDRkaQ>%hX>k-c^SK%Uni}+SOus*W1?BGc^cVuzCHud9_H}lWxC!X)TT{Yl|0L zQ;WB;o5g-@sD8HH>V1WkyIOpy_KkSx;@m_SAiEpk4(jWRp8NFu~-|G3een%)f#Q(n7(r1 zv{iRGN~au+zYdf`CH>eDtAKLo`Q*>eMwCM$t*z*IVmb8X_dmCIQ-%+t{eyJRGDPaN zYCQHU!^rpO18SjV5ZQP&xO^MwuYE6Uw7(47PuVW{e7Fn&S5Kz+ohZYoz>?}+A*Gz}Uw2!VRqw5O-#mW$2V( zN+U1!r*R2H)D~GDJzavFbm`3&v&B#js574xD?vhB_m7goVni30$LH4;yL z^xYlr@-vGN9Z>sOrnCrL@7aMOn#orY z5gm8@`bO76^e1?i*{ve|VhdI(sTAT<`C#R9*8&_3tG>6)y8wnwkw%r93vhL_v5?lD z0%QwxrN(mdp(CK{)q6D$A3v|v8V<>W<#XYD|6jTIcky*($FW=}9U8g2X*>t%4<%T7 z%U)r9-XggNZaE12&)>C}n~h+XxZ0gJvoN7_z588o7Q_a{71yR`!DUQjy_H}V%7)m% z$?%>8#PN{88_y0o|JNc+^Y z+>Frm~h%{iEkMvDd=L-TZO38qedb4pzbObtl;j_|6T#bp7u9f8en2MOeX_kTZ~_9Gs^(yP6fA4E)!)ZymxT!W`Jp6dx{s5fio|^ zUn{i8gvrE)Uvr&EzRbf9|GJxr;MwXEPQjVTn-N+PxiA~P2M$HsuF1xh*z&>tfoycX zJ9)@?G8>CTq6)@EbFic{DkD@n2WJGB_H7?>kUiq*nfyBkE}RHXxbQ1nT6F8YtA8#& z%1Z2d7?X=Sm--vQS-Dsr`PR3^jnt>9b+XH&JTRXWhP;T(L(#EM*H)+H;dkj5BGx4z zoxF@CpFQ)Ta=3d=!Tkb6E;X6Rd02ouWl}$i9v2{^-u|2F*8;S84_;quScv;`mqsiT zFM{&rN6ufIionR(EHUI<1X;Jv>e(wrhIPed{K4!G{& z{HGXClfEAvnJ$J}Pl$=Zxf00#kt#Z;Qi^YLukPKvg{%)!x6iNNR*Fy=I|IkKQrINl zU%x$}6yu*(P8iHBLz23z>SnPra2@<5vbkj#HaPhB2fqwfLiy!=yUT&;`a#(QvYu@j zu-N;u9N*3fsXe|}f#QFOga6Sgz<(2OQA4S~^Td&VDN2>-@f8k}7_P+Idy%D?-zwp= za%=MLqgB{*=H9yE;wpR?HapkiU5%x8#-3fgUyYg0H@eOP)%YQIai@QOHGJYvJosZ& zgGaw_PDL8lz;phsfq27V5?+!oNP*ev+ZO)PE z>^ejS&wur7VLgNg=ZGl2tH-=GPTA3N4cI0m8v8}20eg;k$U2etW6u2p7u3th`#3O^ z9#hl+Nssi3;(-RFu0JeLElb|>TMrzt3m~94X+G#fzEg`NAhDu>d`~Jbv6Lt6;o*BH zg8z{3w#-hzomgzq=7}g*#0i zzG;NL#_CW#L$VJtkbkE9un7^OlRL8?G+~A7^OZTZO~^Ok*G+3s;8hl;YN|44#k z?hXnlf>bTH8x+|75M6QcCIuRX{sOsoDA>5~=H4CmC}@~&THjku!GAjM@732+AkaOd z)7V6Tj;6#f&;8BVDU;D(qtlGM^H;@I={KXyH_|KGuo=IGlGk=UX@=FLshan*W~?np z6yFuujPxQk`I*>em>&HQM1R?g-k=zzn3QIGlx)0tIkTC354pST&TU3XPgBR(k7nqK zc{kPnZU!q*Z|31-GkBZ-r0V=_Myqtns!0JV)RV%zl0>N3qWKa!VpODBf6IKkh>9gE zHQ$Q|Q8BO}$~A@Td(Wmk=+%y-qS5ZV&|oYT{1lpa^h+w3&a*7j6e_0Q3pp>%B>QUV z?9!fBRD8TB|1__VinOMgOwCbpUih&Hi9b~AkeZSHN%q|zD$NW#1ZlXlura*(`_|w?08_2%? zPSHPk>R67!}E&ADM#;+-->VTHha;~s)2E_2Q>WIzBl!oKMeu% zdUe`^Xjt>=h*eQ24Rb?ZTSrHc>s=@>y8E1lzy&*M&n40@drZDaFO7zZk*m(i*)*8+ zZr&r3PlLzscJ{ks8XSj9{BkO282c!+lv!z`iS zb*D2O8*U5yxBNOC5ec>YqGCE~va(~sE9kg*UZ=ABJ{>YI9G=8Jq~mPt{6NnDI?fB< zk(6zvL;Z_Kq9XqeSA8`3WIDZ-E<6i4stTz)3JMXF{$=cz9!oj&S=+ zj;DW;^L1=4VU!LFU-R9Hf9O!CwoVe8p+mwo$#__h0oS44ubjCIc(?Q@mx?o>bb5dm zDapW;sad((at2s>f2EGgFtEMg>lJky225>S6UFTqSk_r3F>r~2V)wq#dM5@1Z@vkS zzQ#b4jqV8F;Mv_h#Dz2K=%_n0}8L_#O9pTJtFbRc{^h zUWYQU`O}A=N0u^?`5?0MgA@}=maj!URx$DWp?Ashbxc@GrTUdAGU28gTxPwI31MQ- z6;U-Nr0?{^1-LRHHrj2p^A;27+6P1WJ(*ZuFdiA~&4hl@G86SjOjv}!i=zcFktIU- zUuk1vi;GYE7d8`Bmr~SEb~5orSF*IQn+dyyRrzz?Ga+H&f6>ma1qu$E6bdf2pwBtV zL&&KG>LPz$SzT>`#q6c{>KiTCKb%ytyrKowCs*}*)U;sh;+Fw$8(LtVJgdL8xdo1A zefr%PEx1{5#iVy(E2{K_Wd|3x;>*U{Z|KWgQE-Vpc7J6nbewt~IK6Cz-{k!4_M}!k zJ5iRWI?xJJ%_Z9p54FN#cYOiAx5BmVclYAqR_svPzgJ~j8|tQA>(jTl;gry>*h#H6 z{91lV;ZtoJJY+3T_t&>!rS8U4@^jjeef&Sgaglb^eS4W&E!qyh%IDKcM(t4BsTVwK z+zxx?>tiCF?T{?ly68t&J8ZA)F&lc*j^-|A$@E*&FGxt$uj_#8cfaM|>^tz1a$7^& zu>*fcyQgxUJ76r`oUe7Y13#7r@O2?L{np zPaF$%{}f-+<5_q!9kjdhB?|&9;dSgL7N&F^s;SK^=u2j|Rnk~kY3evL{+$I*3PZE= zCkui54ydL5VxjfzQKd7#S-A9NgZ{r!7Uue<-0>S{p=YejQDHwDSFAH@ozAmi*P=W0 z{sJ3bcrAA65*w*;V=1BzZ0Hi2lFZ9&Ob@Pj@U55)jSB*tpQUWvqL`G4SFrJ}_C&~@ zDmL6Ghk9<+u<`M$;LoZ$HtzKc{F-fGqiI`1rA`wYf?CHH_YbkrVaTIPe`n)}{=MJY zKiL>hWcD}C+w-Lh zojCAo6Mnh>3I`=o1NHZ=a&TvF!*SYm4i0GN6-l{q;H4;J<#dw+p~rrr^|v`Vy)Y%7MFg^wWuSa-978H*W15Fzs~+KNbgU4W8IT4hPVjl6T^f z|9!J7_H=SE+pyGOvWtUn3Nwm76}ZUJRGxUM#Ki`cq6U=>T$D}FH0df_{P5`feC`;R z>=QIzE<3@+W~EGrzaCt8F23=Pd6$bk`yaz;UR<0wF!xQMHy53^4EEge<$@Q&6}|kB zi_-m;freZzuI7y`*X47ee0^%e{w^*)-?mt^^9>j8hV~?=z2#!5zohn%Fc0}jWy3rX z9y)0UE|!b(pzIT19x|VYyZ|h>)ZoEqqs(DBO&-d(8=3WO=b`Z6TJsbw9_mv=j3gfO z;H#Zc{xyJy-!VZWZ=Ue5GJ7Pv_bCr&Y5on*%X#oqpO{=9#zQUht*T7~561CEj{0>x z{5`WmKDvR2gGc2~{cPl+;z**sVKWaI4PDD}X*@hS`$c7Vgon2yvy*0HJmemD>)0^C zgZ#z4{u`%wa5pv7jF{%ZK0;9D?+g!%6cpXg3h-emk@Blfh>v|6B&o|p__#xn)v^`k zLt@jmi1_(@X%pu|q||hk^%*{1ef`w#eU?x5<;TUc?D+8fvg1nk1wKOKBb}t} z`7k@aPUga8KIChOm>MTOX73!Wk#phWDdmvZida6p7Z|Vhd(KCiR^H^F7kpHaE%=p0 zK3>Z8>6v-(A!=*b&%DcrLTOhgGlLKM*2v8zK71VJ+Oak~Z)u2L-c=-w?1Ju4Dd zNvt;2hL7@L?F4-?4r{J&<1olLc$X{q8eili^?YH>1o)szHKg6wA>)%AmAycZJg-f; z&wp~{I6^@VY#ktVp&Kn4KE%V0E`9o0lK;U%cK;SS57ivKgF92n@$-8`=V$P+FWIN& zbrugpzwf+AdqwK%c7(Q%9S<9YrvDzi$b+U;REmHDsnbJs3FVGFu*z0{($VK3e5P{A z?;|`!>?`+AFe3F;nQ_nPC=VV1%;dS7c`#D>`MY=v52Kr0oX>9M;l69rUNKVdJLJ9B zpZ~^%Nx98@!JlMao>qMm^^1#7eZe^jqg*Ul;Tw63#YL*4h$)xDg=Am+(_>`5(LZEz z+sJ&YwpnR^q?-%p@87OBzvIGNVY`ZK6&Gs5n>^!dxG-PqoF`w;h30Y9j$(ofqH)_U zQwkSVrPK6jDi>aRU7V-yb8$Gs$d^XucYF5h1q;q`!HEmk9XZd1smY~G4;`|OOthT4 zp~uCtm8KRJy@xiRiy^U!H<}B%khr?suSJpz9ogKp z(q9||EE4ue9phl%ep9uGLb6UZ{eI>Z#sOFLeHlNBgRIr_F0Ui&pooC$aN1q64kk5T zfe!~?RhJEJ(kAQOKS|>eT@Kz}Y*1HK=Abd7d0zH>4rJc$ODR}H*53}T%V#>+5Z|7W z=Eq|rG_*9Psho}Y$W2=R$hvRD7n65RWTX1-1uJhmHj=gClG5$jh-?(SWoO8Sb?))v zlcsF^`mex#avK}3+`Z@4OtA2IUQO%HX%tdybc=<8=sfcwOBPNikEyOW!@~an z009606jymXRPPt|Em@+HEvd91L{d>mJyA*vm8dL9DitLmNwQRy?E7AnNS4S_LarHO z8OzKtbH~yqQ9`JQ7WKQozs~2*-1nS&p65B|Jty;+&8qb$IS~8iyt-V8gZaw$bIVjX z5GT_$AFtt{G9)8s&U_ApOn!C^NN}Jkz4c$E6bBaNJ`XmGvhh~0bJe5oY;YEPo>cK+ zL)YrqbGraGbT}q@*Mry)xN)@XW*8gO>UK}AN3$WpcB(yplnoo5`n#64Y_MoTIXKD2 zO)QjCb7W&htKL~jXEp-fF^Yd*Vnh2?(XW0FHeB_e>|AX!3lP3Tu5nPMxA0KT`gz!n=dRp zVRd}${Ki6RNzW3_6bob16^|HySlDn{JFNUaHsaCjmL)E~`I~H1|4#aFZ&4SwA zvmMpvS(wq8yX5Xh7FNg>Wp?YaFo(GHTw)FjYgLYPz7c0(LhB0OJfjWAq;%IwU1|gE zv~rGuVH;fbTlgG3*aq+K_xE*wX@%#83lHs?t=RhFU?wlO6~}CEX=%u};__eN<@vK( zaiM5IiN*646!u?K+xWNzOPxh#*JQMyZ+0?wy+#W}thXGtr)-4qfjMvLnsHo9bNkYh z&0ro;*1PD^42$RFF&&v^JT=x!QKvD%U3A`Hdk+)3ZVx(JqL}b|7M^e7%Y^F*!S{|} zV&A$KSrBGIm_M|skFrIQx%Fjlnjj+>vv#Vo2~q1a_4ZzBf*Qx1@i4RrAG>XbUR-a& zvHqi<_(n~rx^!Up?EEIg9lqmta&8l7_Ur0Bx*Jhyx~*L?w-KtAw^HV}HA4MV^^)|2 zM%*9q**nX+5nKM5mTukIh}EreBP;(lU{}%fM9J$0RKNY~a=*L*EY&b*ufwbzyo?1a>cIOwQ!S=k2YSoDO1)k>64Q^p zUNu06bbD-};1C_0i9_8Xx^>u8s{V21);g@Q$zONFunv(e*L0Je>d;$~*X8O`hn;@Q zI@TrCq0d6}KaGJpSajAO4IZq6+lz4>=5QT+)UO*Im1bb+vG5MtMGRC{++SY;268nO zPeevAu=Dk{{HiDh1kOqMs6A&u+RPk*EEglG8-^KN^F?sHXyN# z<3?9+gpb&t0NH>>XbMX$d6eG>Pt_&7JZ>Z8`o^bM|7?WFm`?w8<0i!FuValwHsQ25 zx3(&v37m7km?n%S?0!Ddh^{95-1n~Z?LsD!=xtfgb}_;1T6dD+$;4K*Il|5?CKl;( z%3GLBWdBLr@b3!~ZMGA`^aahRJh&k6{qbhRyr}rE>p(MpXsl9_b8SZK5%~w*waw59 z5kK44-;C7jw1azIH6ziY*LZ_q3m*M^!Rksr%gFv%J^u<{G_f8@kW+h!J$_F6jV?W6jbk(Kp2 zsvp(NORjgi#e!jxfX;zIsvoKfIal*pur+@@vwt5Omeq@sv73$BBMk}&Wn)S)XCNt- zjlZuqL|x5fBhGVHbIc?g56{WfLY0G$i$Zh!j&U%zs#4(Mc@C!Em+d|5!vW*nOPXOR z2jAXp_!z?Ez$#}=v0V)ZM;b2Jhx0i&KcOA5PqH1%5jA?EdOMm9rMmsz*$%mwGWR{-{wLJCfL4EB|-tYGK@N_$*3?CaMtnWbE`IkHY zDRf{nci`+_%?>!q{M^36pac0r{wK#B?P(f(N6Z-)zN_tzU1xQvRue}@`npWxRC77?c2Sd3kRtuZYf*2AQY6G zhc&s-Q+mE?U@sRg%RKL%KgWemPpU&>Fc&rQduO}e;KElsnsdv83q$@{+SwE?MB2aV zrq*&XCFnzl3~@2J<G1I6;y-=g6FjVZ7<_~s!bAKosix^-9u`SwSQ|g&A@be0 zrh7aOZ)1vLM$34J4o-VJ|1J-1Tw9}8emullefdz*#DiYD?nrkh4=?mS>`lq%L3NY+ z{ypA2NEC$Z_bcZ?${=>$De8Inm1A3J5f8_Lx|MRBdAPlep|Okd_c2JkMvcRR1Cm3c z19|v$z>GCn#Y36+RJ{{*e(dUdzXC(h z4m<=;cqjJ<^YEdxe}7{I4+#@p!}fqNv(^&XorGD*;1 zxQ^&%kqELvbYV6Lx$dtUSLKq>@Z<6l^GKL(TjnTMNJ72eljT=LVz5$j^7~T~Cl74z zI$K6!Ns(9Tt7nwoAz#k}FGwgkt-o7WMPkTPNm{ptgj4*cvVvL?M?7kdt*j#vd-I`2 zVm*nf*xWZ_O(gRB8$E9|lMt|oYoBQ)@gbr0qc@wx88O3x*Z>lDC}1USlPDF~zB3|- z#DUdg144I5T>dJ%$~TNe&HS0h?-3*-D^2pwQ8*Obq?x~=aHzU^?Z=@6%HMjqh=wE* z(oL4b`l(cYyZ5o5q*M7C5A>|epzsqN_l>(xLey#2t62|8B!(PLb;%(y`Z)0&kHW!j z)e-xR`6NUxyx|8^I0*l1eZ`@0F!ocQnqNZYKT~37OyO|4D&|hF5Fhh!e9K}{KJsaw z0&T?j7$j}SAJ60Cl!LPLhwfsyaQcG#`XkZ-&t#KAatrBFYx?p&jYV zR$0o&9gmF_X$pMEKXV#gu#%5AY~x+G75NY*!X8g6^YK|&S?r=JAKY~(PQG8m$0Nq9 zhn8#k@Hfe8Wv=7H)%I}L)(zBq(<;oT+I;v$`aDwJ%*O+n?Exuzd^|C`cXpluAL-img=xdu?erwDJ?J|AtVG}-#?++C=?&afJNa&qL~eep2=F)=AKn;$2Q!qW8mJ60|@! z;^=>Tn9`FUw9Mwii$4QSwTjV-Xyx&`D>G+n?|JH#{8FPyF#B$l^^_2d{?tARlqj-0#lX+D@ z>HpV$1?LqM@3bF#gySjwr;pyN5~g_1VH?I>r}Y0V=uN^HrT^G^|N2vu{zWBzEbF55 zpAotyaX+R1xxzY%G)n)cV{TUIQ2H;zefM!wK7yZhsM0C@%hMIdBq{xWeka`yO8;3tbU&RVR6Oa1 zmwi+n*fg9O*iO~KNBPk-8*8fWG-_{a67R(D z`|}ms7Ifn4t}Vkg3p+vbX%a`JI}y2lho1bRPAD;gm6pkOB2LF)=JK*muzJLl1aI*% zeWm!pl3+gGH@NDihw*VUUo9&#nh&IvH3%kB_%tL*TAA_Tabo>aLrXqfT#`=jqj=Q1 zQ2Q~9;!CsHn@*$Zad0e`E=l3d`zK|dM%^3D9Qg|Wmn1Ts)C%ONel0CA($sQ{x;KQh z6;iH{fTGHe+kzyvEjLU4u0moTdHv!lVG@gW9UI&~#G~fflacX@NSr8pp!}?wy5G$o zYe^RH5O|TGWoPhUMhdN~v*1DG{jie|H4l7nk>si+@X#Q8vwUG153+XcorY(4Fuf)$ z)#SlLdWh8ZmDD`3%dd0U6?-1eDcFpa8SoG~q)(e!!b7WFb9|sK4`Q?|KT%5_+76|s zaW?Vbl|Xb49OB`QxmxUUYChO>Wo+}kJv^*F@ods`H4m?Un*;<2@X%GVH_L4v50WZb zywF}Q45YqjH}rGCnvkk}MA-)|CDLR87el*CN<_Q4VCo-O<;UVeb%$b@C5;Q$uQxPe zO}RLI{>*)8L+z-koK>5b*bdFcKi%_P+u7+o^l?cT|RWJ3i%f#KeE#;M2l8 zNAx~&aOci$f7T#1SLe9!t%o_N5EFjb_k{z8Exr*S7#!p(%}qMr$U#?9!0+HT7%IL$#o#S7QfXE~6`JZh3j&G|A@)+$RbaL|0( zPAl1kgM41eH@V9kEE>4rkm1fj=6IBE$vzH-`efhkG2=jX_ek5&K@K?P`$XdpbCB*b z>+ZZ+9GE+I2iFL4kSd%Q;v&pJ+pe82mdxeA?eXJV_2L{b&oa)OY+=Lf-G-uk4jZJ( zx9Ulf4fR<8GCN+e;iKgvlGMw_x&7!Ei?dBp^&U7mZ=$qXW|FuGD`KZQep*HAs z7ke5Kt=JgdJ1fbn6{+p?*dRY@FEn}d{AN%qKE<0Y3yo++HiP$+_|<|ETJk5(f34L1 z{Nrp?bqmA~^KZn|wEzb_yYBk7VA0NtaXx`9_?k6`+!5Y_+Md^cMyY)@Lh+ta@2nOi z{Qlx;DB6NcpL~VrjAo21y@h42&Ra&XtufzmBOkn!1Iuk|rKYV|* zfr&)_#Sw?UHR0iglm&vnnqc4kzWup-6QZ*|3(xaug0orUW$A5Acop^Yip1_FDC;hl zIeoARil5GjHA^*Nd&=S-r{>j5@yn7hf<>=vkq>q6| zO$YxK<}z^kyB4pbh=JT$bN3(8Vc?Td>6-6b7&!QKj_^q%29j+&6;FyVz)bvY>N%f* zHx*~DU*y#x)Kc~A#-2Ka@C@r9)|ZYO!Au9kY^~WS!FKc+gX7V|kyB-rQw- zjdJJ^G3ZS3xJZXV)Cq}mZgez;FZp}oDjjm-d?i~SI&wt@6l?qCa= zk0t0B>z3BblA)uAZM!#Fo{op4)tWoY=`dbq*XpT6hyG%lT@Gq={E42u)%q(970FY* zJATl>O4_k|?Qa@RUk^)>6`*7K#oSN-1nH1mY`W>QC>77@TXe^KDi62E64g?4#QsSi z%a)^~!?vF6?WMu?WoTRL01aJ#OJ7tD(NGh)P&0pwhM@3_sCyGMd>HHf7ypxnxqVCb zOa#*4;cSvO9!kS8!+)4vOJL;3i4jSfnkt<@jwU7}UdHuep7Eam+XMcZGi@GA` zk%=p{aE(4Bdcdz1$77`q#Y@-X{jbk!M-*z&`1J07i{BBb{$6(RyFUT1xL|{z;u;tU z33*5#uEA)w>VBECHP9ZpbgEUP1`i|s5(1ah;F9wA<2UPw0Br^qU-+k36hd$0|r zXMZX$!=c9x4Ln4+VcwvA*&XiO7|&* z(TBa-utL8MpQAM$TD8g7I|eSeS*w?ovP6#ozk%43av+7IDbwL7lX^8xm5x4(E+ z>H%^NKA*L`@IG#9q*?O2GH_vX&fLkoyQt>ASi@qbL)+0n>g&5STp*S`x_LJR=__V^ zo1dKw!9okMvpGpf_t6kqHJ$|9*(bz}(-L6Nw=wl=bUb*InYx*`%t*Z?64RwAPh4c;Wr~+m;^0xZc8Fc6)CS(an}Ob_lr>(GNFhRsOwBxP})PUbDVV z6icmYeD=(n@Nb`EwBU^|Ay6hVyv9F(aJ{lAyg)O6sF2(?HFGbJaAgmE9yJXl1_zZK z)n{%K(d(wd7K;TFwTDziCM$!8Op%H4Mb1Hl{W=$mtzIESa{U)RM>T}dI&^0wygQiK zp0n3X8R0~2;l?tV@i5}xiXAnQ_rnOSMl+g}c^KhpW4%RUb{G-jCp7u5G?dW2@?S<* zbvPlS=)67cVmL9bIU--^5lKwHZRvw@B(b7CJ+^_2Afh?bTALTe5Xt3sTW^j<6M`zL zR^5%!g!G>You$ke!pkTnJL-N6Awmn>zQ8+%csTPWE!jMV&hc)E{=XZ(`(DQp;$9|6zsur?c< zryS!53;n$FixEehJMFH)UKB^E-DYi(khQwM)dO-j-44{fc|upQXO{ z;;ZB+$5;wyEti_bF@)-!wX6@{qKQ9qBu#gb3~ zFBT9;^q!Q>&Cm@bFq=GzQ3iRt#_5E6{yt7%JC$&f6BijE$d0x@3r?N zJ6(zKfR(v}`&)H4C>w>G` zyle0)2)v5omiZI+Ui!c_X;D(aiCf5=Q+U@t>=x_?|EP*B4ub!rOaA(elugCIM};AX zw)I`MJUjv+Sz31fU!!2lt#rDf90QLH@4=^szB&8XU7UWv3)R_>f##sk#do?h z5hR*BSmJdbMwf?rHpxA}6Xobv{gMyxH`m}!xJ4Gc0~%Y^#^wpxcT*85uwQ_Uy*nf|A+iV#j<$&{c?V{*&*juM3JjybNix)h4}Rg>#XOY!ot zhwI+fQf#$|T#MahczLGxhFDD*{w49s}X_@6XUJ`FmJMS6Z*Nuf*^gP20 zhOFhq{%3eD#1#B;;5q&W009606jym%P2U%-C=? zpRA9e;CCVQLu3jCi5dc$wjQ;3acF@=P-rdW_4-wR{j0@2-gm+(B6YZV_SNNpi8^F| zoefyDxE|^K3d13z_3&umOI`M_9u~s2hY|-GAj*61FYj0b?s%sjf&&%LzE>+By-Y=+ zNufgcAsX_fqQ=kF(csUw>d?q0I%;jlf^}u-u!|b-Z2v>Y$mu4tW54KNJkyyHc3?o+ z+BV_M252tYjas6i2L#~Jtd9M zP*$40T-1norJK7Ph8j^{=EmN-p$RT4KhLkWZNm8DvzdiyP0&|cl9%?r2{XD$zY8}s z!!2{@TDWsFR=+Eqx4zK~tEaU#TW&X_n)pzu(c6s1kf<;B)LKv*bDURbc?*JVrn>E_ zTCjy@mM^on1r8S+7KPATP#yjKq=!l?#P2Mev9xW4;MZ=8rT1F#a&hNV;pI#W-+rxh z`2Z7~AcOf#O(yoLNG=w;&cq+v;g%)mnYgD@()RN+6XRvOW2~iESaxeQb5A-8A-moU z(V|$`;8GtI(Zqt!;?4fICsMQKw8Djqoy5>#YZhVDD5zc_!hiqK?j0OoYbEib>Q(j zfhwDb4xBaYo!Nh*1F9``S30daAQGG;pA*}Gr?(1bL>fDgQQsbiF-fm+b8XgTo5$z1j&C8)2WJL!CI6 zInP@4wG*mV@zx*QJHf|eu)FD27akTp*Lfz>g#nd$-SFF8*y*&aUq-15R#Odsukf<* zdasP+!{RO!`LQaT>blVDY7#vq&&IdCJM6y5vN5nL%R^&18y|g%m)lL*5F*z3j)<_a zQ|$O(!=^4Q(0f=!(PpD%U99TY0ybPWv`FVEu~A^!MfZ(hW3tbZrZv-rvbkY1wgDSu z{o1^n@3UdU;MZ*Z(S_svPqv$bjSIA)Z^zcK!4{EuanzTMWxblJo2$kyvIZQ1bA z&~+=EWaIf3u@}lyUFi8T8NZT@uS4WRMiXg&H|NlKn;f_BN=VgCbU}*mcXy%}8`~Cm zbBAuTp`RwN^0JDJy~di=H!rba`$BzO#+`#x3O}QzPI4d>ao!}=h=U(FR3n@H9QeH5 zxz_kI2O;m{Vw8tC_@L*_u=>UUpJKT0(lHL~XXK>%<6r}fV{=%18 zhlKC4kA89BH@l@fWQzQ6NuHGR90$gtqY}q?2(;-oa(D3)Xc_L)krO0frmdy2M3_K1 z)8x?4RRkF6lk8_}2yjfjtg6wdSeq(@z94UL`ileI+pCHlvY0O5krFH(Ku(xsT)P zKNFJ#)Nr0z_lH19XhCK4Jb@4ciErwBT=X)E)$XSkA?}>~7wX6jwwAs>-TUG-_CJ9 z*-v1g^he!35(lemYfZM1I0Q*gIEa5I;N{*`v|yaTn7U=b_!NO3Tf3@;<_NSqc~`pg za1mM3af){V7t7)rmu2#EQ5kXI@#)1}gwb?;RfM>3*vDtJjy!+wQP;tDgB;NO_^k@b zJV-dQ#`FNmf7UH3D}&@e;M}+cljNVTk7rvO$^XbpA9V`JfBAz2W?3ZvX@`F#-6i>N zYp0jEuO`o>W1nCpK_JieNwl66srwOD-KGsBZ?gMeF4;n0x8Y*uD9Qi0m5&a02Z4(f zEACZl5b$$}?@!Vpz%zH2H%OP%^R|#qhXVv|c)AIh7!y#G*z-W$l)%I`zk}<|$vkl= z5ahQcprS0n96d|o;mC9KxgCKgGI2Z&j^wwgFfiMNz|zaLa}n1GgoAGkA}HyY=V?&Ot{U9R%HYtgv&GZs>%Gg!R(i*Cm)i!1+P-CnvfIOm$2S6!Z|V+_Qe^R2UZ) zqO;o`gmY2OBguYvhl?-ehu!7wlKk~=ytOroi;K2POhRM07!>Wi@+Xdq*P3!~-4eJ+ ze5~NPFOdtQSs@{-WG>8C*H1){`7o;Nk}WO5#oo=ob@Uav*s-Vasw+8fJX&qZCiT_x zf%UA7#L=OuL9{l7#GQK!Vx+zd-XxFvzbCM5&?01z)aRQHkH^hq-e|nFGkUK>#+fY1 zOHt$EaMAv(lY6-c;rExw5a%M}j;r&#{|KBp$Rnfwfvlg)tv}AQ34C!|e5r#*>g08{ z&cr?fAD0Bmd?M@Q^*Z~_Dr8+VR}^#-_a=GXIJC&2m%xsLomF3`1jM~}=>JFN-$-Ni zQIPQ}P^$%4%eZ(d;n95NGJ$BrsXrQp1b!Ks@AvZ}bs*v?KlYx3-b3G-5x>sYwhK!%rr{SY)G#w8(^trSP8}mvv zoNBw^Q!7*)a-|FM<_5RC~G#pv#8U68c7W?P-ui4FhRm~Kw*M5;V% zPCu^`+jv}uB#Jvx;4;G5WY>u&JaHlSFLvT)MexSKE1ifG%DAz3V<*)6%$KSvc4Apa zSkhsYPCSqO=p25(1Lv>AsrV;%pi+;SYnj;r-9MXD>`r#z_Wf5`f@eG6OhdOLVWgy4k(7Rrg;>|KIVmmz!{|utQO@8xj$&fU0<~zc5*vj zH6+rvWVYjt^u85gdF?Q-d=)=j*p4f9$L^l6Zzp@7k&LE`?FbDW=*^L72T$1jB(Y8H z5cbtB2;15Ym+t3D6DnjM_Wpu_rA9m4FIKQ$WwwFOOt?ilzYPlKs}`LoYD4gqVs+oL zHbh*1balT|8`d0n;cjxZ4Jwp0mt*d2c(TXN%+$LL$A^mV7zecB-{+nY{hMvLreF8M za(5fP-aX}WVqY6xI&Sx~FldA0g%2|)4w38f-q~~dXd4QR-jFmQl_7QP#8Vc|+UFFal7&4n`8*1>EZhkFWG+HuVU7LO z;yJQ^9oXTpYLLak#K_42=90m@Z3Wt;}E{Of?{WSuP7>+d_Y@Aopz**eSV=-1kMo&9{{@EcB@xRd&d;K=%rs z`l!gl34zBhGs-M)18@-QB?BJyC1`dmgUc3r>! zERuXL^cclosdQ*XnHBxtGnZB@eiifjhifZ#tS)@fsM-p~Q5#Xq;uah)$$92i(E_S= z#Qu`n7MPX)Cp|^JKSIj7rKN*gP!uKgx+<&%ozB10Qx3M^wTg{G<2LYgl1+Gqy0c-g|wq8BVr!w+5~^qbP2z?#qcLsE&zhto_%7 z3tWE3!j>jfuP?B#XE))R3QJZkp$YXho_xR7G-1sfkDF^{n{eClyjL*!{;EvA+$Hd{ z5tMz>#s{Yw(Z^Y{My;U{W%cuKS2s6eV8xPYSEEK;JG0kgm1!d~$M1)o5pBecgD&^j zYa78RDjL=pU?5;Q=g6(E3|u)rZ^Zb)fUAX?#TyR>(z@KfkNPsObUyINP%s0%L1Byn zBL>Vr=^nUX!oYZR`mBN|1M`z#KBP%9@GJ)< zw$qUr+vQEsq~lVN^{tqFbWH1B`Ec1TF^zw-?Zryqa2Q1pogj=%O${C67u)8^R` zFipd)0k2XQUOEKbR#lu4qC@X`lj=8V8q9j6@AoLs;Bm!wS>;X|LKal*jom{-XzrHu zi-t7BZ}TbNdyEFv_mf$x&d}gnvGKsy^ECYCQ+x4xf{J4)ij7bIQK4&O>~nW94SQ<5 zW?e;S&=HC@^;k!P;p_?Tqs3IXM2kI`uAw5uhxdR@GZkODa<*~%8*ogoJ;UaE13F(O zjtzu1fJ409x;CW&y~P)*+s>98s%-&eCJf z?g_OR)cn$Zd_gUgXYKdQ{-)qf{H=3XMFGF9;;wgUaZFPne!WNSyh9-W6~hdu^PUYXlHVztC8$E znzmuM3jCuhRHx`wa9+W;?mUg!9w3YXJjcAn!_VMt=L!Nuw-3|HOCn*LgepPM|6h_qJXjM{-GDM^(u z>|*ZVt*b;Zcd`EThAMQo1fTKgtHe2JwQ2nim8el?`K=GD#DBcy4=3d+@rzz`@}6A< zE~lE`R~jhC65{p=PD(kR-q@I6Ft7wi>cgOx;3}8iZ~9#CDsi!4Vca!%&)nwW&#czuwlsW4ON}XcGl* zr!I4zpP^tsExSf^3kB2%6|Y0JD6lDL7C)y$L152`rDHoOu(xa(+}uk+#f75#uiGi` zn3%iRTSLJr!`oflTna3v$DQjFD6pjTDq7#B;I8|=H;26_I7j&#GIyDRV$B}{Tn7ru zW=|CDu%{q3i6)&uehDL&>NPzS_>a@;gIy^Qe!%Z=ID~@lPTHrE9#XJAW?#c40}2X! zO%xNIDClfmxLJ;zucPvN8gnUNGxN3fllq^rn#>$_r{GFY!g$$93L?v|=Cl}6kh@*- zphqhOZ9ix4A2>_Fg*Sh?f+8q5UNAad{)~brI|XaBC=@7mh`uV_TZ@1SwfYN#wcrE` zMIL)p3)@R4{X;I)B7t$mi)&Gb&^-rrzU-@mkJqX?m!>-Gb$Ncmt-cN|hgtQ5L_J)0 zco>N_*JHZHNl$%u14ON69^V#iz$F3wd$GJ!$PMc7370m2@vBy}<{A|vl8x!7h8y6z zQ!2mGn~HV$sc*w+4Y0YP^*Ln=6{-d9y{@D^n^_8HeJXh3?us2wr{c*0*H=y!R7@E> z{@7Ygg%y3_0}WXkN(646&e5de=ErX)Z532>sD78K3a7$4Q^Vch0u_hq_C9qmBI}vL zsSW#8sMs}~P;y$53bzq!Z~qo5LJj#!60Xr;ZY1JXd4~#Lr!^wiHqvlz{>p&?F)F(I zdRA?Yq@uV-`KE+874-cR>VGY%Fx7oAcldyzR>6>6rhr znZNl54U5XxKR%V;fJINjFYVEyp+;`^k;qyq&RkyS6~LyUB1d*eVvvfT=jgnPOKI4! z$o>QoLWAjmTAi{F4V`)?%o77?*y_o%=Xp2{?VH9Ev*T&lHyZWUGlhnmLKjZk<F=vh_%N)FhVH39IXNvfNc&Z1)pBUqK?s<)yryAQM1mo6fCixj311pVX&?&R z2PjiCeDArGS;#}jx54D;|JtaaD)QeQ?4iQ(wuL409Tm%jZcJo+A#uz~o4qkch309? zYsP=5$p6~3Z2dwS4qnPi`nik-b(_mRjp8(%5eYYqC3*d3(GY%eD-FjoRadT1r{O7~ zYF)aQ2G7eP7q%PGFs=7w+K;@)D&p*-l1|f59RJZX)Sia2nY1HjE;JPGa&#@NrsM5Z zRr)PD9Tt0;T8N09L?G>nIy=-1B3R4U||L-w~3u_TFrnL3l7I681Py2Ie)hl1J@Wi zKjk+t5b1x;Qg{mk;s1QIXSXp>;8mOZWd{RY@*3rDG#JqO^DqCE4g=YJt}{Dy=~xyf z9~fjz$NMDf0$~d}SS?r0f7#FxC^ICg=}d>bZ&2Xq4LY{#Hw7%aNyjTEQ$D{KI*$BX z7yLJwj?Kr0PtcU9@NbF!b5n=Z<;%3t#|Bi`C-14=b&Lwu@v_KsXQ+tUap|lHnHPiW z-tLsYN`*ML%$+-e>9OvP+n(>v-9DxU3d zy%Re_&M)~TV$VnFuV?rB9ZPAD5HAYr7o}nLNf76c6xnAyI=sto6Aj)+t3^T;Nj}{t zH>GZ&q0g;hB9gTGpIx(SK#1&LGVjcOR%akO?l~h#fdSo;i*`$88Bk4II^0R}u>5bl z>k;MoDu^IYsGr)jxZqk(LG@+g|xdJ{UL13z>Sds4QmDii!Jh) zApwo3bJ3jAJVo}O$6{*^1vkR@dHpRZi^s2J+^3 zzK)Z5sd6@;gIY+%sj)t$mOT}sT05TDk$L!~F4FrKi4%21{(B^;=egM-A(c@+g5|V{d!?rmQbL&R7QSoMGdTZhR;vuSK}A=q!mTG8jDsc8eAm%ts9Ep zcVFcK@|{Z zFP>G%E61gE0X^Cm$`N5(cSKXU9Qw2Zi346`sO)DJzpyC7CTH23)0<04oKjaGTTzP3 z@-~i&zn;RG|HwAUrzJ>rm42gfz8Gyx!|G>3MNqAOrRkkt2+Ez?d86A45%k|`>*UnO zkn9$B>Hn_)dd*P>7nu~m>z{{3eM|u|xcx@W?Rn5WWwC_%Cl^O6M#C=1=HbU?`qx6k zT(l9+zCjmq5pJzO)riVQR!H<><&rEoeDu6i)tUv9Z|Sd<-eqBn;N;J5zq0VMF2G~c zqHHv{`FF37&w^R}4XZNkENtxR47_Zgfmkg$ZiiItc}`L zsxt7kB~*EJaXMOld2|l`PKA~3hhDRdX^5P-fA5V|8gdMmq))tm1grM5`#AfP(IvH| zMRg_#Tgq;JV9Y(l`5RB05?T^4X80y0%@a6M!N6VqgXJmi)gKV69<>k zgH4I%@t9arF?RX?V=KQd^F`!%(Y*xI=kX}=4=H~?5{qrjY}Xo{IHYi?&-@n0!%xib z+-Lb%gfmu%wmL;YZEnfOM{%(@by1&~KN|zJzTfwFy5n$opV;x)Epcd}I5fl!lKzIg zOBd~ogZrF($2$91Bxv!|p?eSJ?X8=5N8>P2ebFrIRvb2l92J^=8jJI8;+iW1Vv*9M z*_eAf76lRSMPnMH@!D4-a(ZV3N~sZT3#CFa!zWN-FK`oM)2BL;%mW}(cxunWyFR$4 z{e3i0(HB}PUj=Se4uZ^!pow(h+ZfwgY4=#|Hf*0VuJkqE!C2OVnHNi=p~c4){hk*C z^UIy9k2=TVvx?vh_jeo?R{!#@*Sd#|GD60$Z0|!~_*65mY9gL{{17A@6Ol8jy;ALA z65h@C&0I81h8lC<`8E0^F9K%o9DgPwVJ3Cr#F`W|j0aT=i>2b7{ed*iD=FAkxp3Mx zI2lD}f8>1-OvT10M*ia>sd(=1u++&i4TpDY9dxfu!QVsMhfU9rbg4`%n=Ozo_sKxsT@dT*(xJ+b?};_bz?=L7 z3s*kR#JwNaFQ}}_g49yWm^T};5Z9MtyyHa%>{5&8=khbr{!21`RxT44D@#)fzh&W3 zk9aIKX?XM*28om(TDjnnGRw40_`sB^4xYn92tGnx3nXG^jmYo{nLCy;}# zV7Xy)-YmqrH0gSnR9x8hT+q1B) z_uP}ep4l*Vj`x3iDGLM5@h@G9v!G#@{JxU>M&||}uBBwaxP9AOx>yEAwF`>1%+v7q z+f+C;G9CTnQ8rE{8K_I?5YX()z$S+F;fZ^hkovaO?AAjv-VMK8-i&9$=bov_s+nxK zdPTlgYR-d5-JUOhE@p$T;dV*v)m+G}jTU<1myO<*ZzkOu`H-B0DMYFO9{luI)N0}_b=}VFE@s(M`yzKd}ri`+P!Z`1-4>nnZ1ZVu} z6W1(a-{;OjdYDCgjk<5`*qTLD34Hjqr9X@C z_YT<8eV#^CB<3fihtUXmi;8RZDKuj2UZu%g7BwD}u3iWlVO-I^YX37D(Y;D%|MVvs z;g)siT>38>!FX}~m8k@suvbem{h&f8TsOWD2;4v?l=@Xy3YpUh|5J{;d=AqI+If0^ zg$JFO;bqyBU!@bezt>e9NTL%jd_;((Tsq+_*zNEBh)%3--Kag@Oed1Hyqgn`<`Am6 z4Z@2(bBMs7MJGRA%^?a)A|5PG${}=6w#n zbBM{R*@i#HbBK9t`|oi=xrD2E7)wtvmv9!Jtb3)MOY|XOI&fPqkz@9~Rox+%xDYT# zK5@$>!kevpBLZ`YI<@RD%Y+1ThX|Lir2W>-BxZK(Drh&)Bw{;0t*$tlNw9y$=NEcs5|fvIt@(aEllU5u zFsCIglaLzzVCG+(Nze>!x|cO%5``fhLk%x8iO6W5;Qt0Qi7GqMSmA%vyx<2f^QCCS z!3CqWmKrodUsk$pWFw78&YstuxQ9l((B1rJ<8d01exH%`#+ydeiLSQ|zfL1me+P}O zNu&B%jaE;KXoQrvtktD@8j<5hs7k)15x;DU%C>){5&r2X=>xxMMBi}R{?G;Yz4C~XLzZTvhCj0yr+Ulkdkxuf}uR;YjP` zPle0GxK7S7g#mBk>01ld(h(nG@$D7=rnVj=$U^$e*~sIBb))8bTE-0I83xk?X7=S(`}BvT%* zxIjnW-_}vPU0Lw`e!1q5N;Y`utzq_p*+}G_-D&q2u7>1_J&lWQ){x1?5W+n0;4zX!7G_43f~D=gxnoQLP3g@<&-@<6g0 zch8&3MIKFl$G!G^1SyN@`&Z?|Wr1*|Sx!DK|0$0jjnBv28RO~gSMp&vK5_KnAqKp* zrprn0VBqOIy{1GZCi;&VbHipaVW~4|rB=hj;LRY1IX(rD_BU~6t|-96cXK;d&(-T^aL4hhx7v!~zx;J>&8cEo4JdR3NtA%G^G+*yumlI`pvq>f_Zsbr{p_|u{u*|f9vmJSd_3svxkb&Kk`834%N2~C$E?f7DI=$OXkX! zKu7c4rkpD!h!wc>{;EsP1CIX@k*mo;M5oYO}At?O{T7!-RG5VJ4b7(;Y7UV4(Y5L|N2+Cgh9- zH<$CNc}4%7pB2Z1|Mp|TSqGU&EwT`3q1KfbcTBoePW4alY0Y#7Vq0u$!zY*sbi92f z$eo3qi?Z?;k29h5?z-Ql%`D6c3A%Ri1Pk&X8|^y%sd1%CW-djo zbMtX~(=kg+YTp6%lP5;^G4c4DY|#8!3~ZdvDSw!ihkspDq9x6FsJ(qGXHy~rNxmvS zwg@qCr0eIG6J^xA;VV}TQgt`Hu!ywkF2Ji*9Y1Bf8!rAL>S58dbOFp?7$?xx|2p9iGS59d>2FHg=~|43*baZ-phwYD~1o z-v8<)%S4slyoEipnTRYnZS``PfsxcZPKqxX__4*(_HGRWr}g63(lZ!nQ{@hMUS;6n zgJW4e)OxPF_B|TzU?ILC*g>s|h0M3P4U*X`$ayyGpNL~&-Dhtzqbn>}bMAjkKFxyN znsp^V>{ytw@JKsl%0iE2@v_C*EGXuG{idnNf=T%5aE>qw#v~S$ITM#`9^F%DWMa&#D^zb?K7QFUy7I?1>Cz-CP_yB)wS1IR{p6-lojGn1c^8DL2IJ^5DEefCyB~N5Ixq zX2+)TQLbS!>O$#I%|F63e1L`3gE`4cQpM01YF#$vQ~+Nb26j@lS-(L!VoQ=Y?es54&^4D? z?woQ+Z26Uz;8TuhrAOLbHV;r_abRW0><5@gzoOZ^=>eQC$aFDWAK+EAN4j}t1zzX6 z_K53OBJWk$uYW5mG4nF;I$h-P_$ zMb|w!T?4;=ktPvsHK_erXExiQ7ONC&e++5V;>5F%8jb6*Pq6V{kHGoP18mrwRyNRXW+TULU}6EuM%A5$%*{;T;1IlD-Up-) zTilyU0`C7V(*Jz}_@ve(dSC*GTyy50<608AcMX&uFC}qdkS}!SG6}`7j#~Q|5=lIb zqLZN{vIfs}CAW}xol)7>rNV(3oyks==3v3B*=n}R9H`6=*}OuEgM_x(@<+Z>>s)+q z@LxZPr`!G2zpUWE({JKd+9(MdGumDsV-C(;-Ri>L#X+Ki*7nQWI0&-kAKy5igQInm zZn~-**q^`h^`96AB^u=#ebXe)KN;;9kmG=~_!RehAqNL4O-tr|C((T2KgA=$97x4K z>DAWbz)exq$7~M=J$GcJ%Qtaw=b61?`vDHr7Q3x*&*q?Vp`qCE5o+IxB7ye;b%;6a zxns}HI(&MxBR2Xc2Zfy>&m|f=|U+CTC*i$bog1<}EWr4yvk;zIZ{!tJ*?0 zasN!hVr^G@FqNl8kE+1yJ0vEQHu)w+km$J^Z1?9ViORdV=hy5eVSmANhwlm!k!_I^ zBJw1HV;W{UDf};9RLk>~BXN80XX+=C#5>EXopPf<2Hj6uegTQCZhU&=ToRY(o7A2a zBr#Ifu*y}0grPx&R*x)+@DarG3_$-;|7K?%u=v@cx4LhE4mF1EvF|`y z?8VB7abReR&+^VyB%GeCTh`J9*d7jEtz$sqzuYdD8Z3#tt~+fBu@K z1rR>BZ(%_>pcw1LT^b6Ib>jPFbx5Qy-BHDoAR!Z5<`=zziYMgg(%W~ac&vpNlD{C&iw*e@QGRyFw_KnNBe*A_ZiN%*?ivLjjG=-#ITeXwY zO}kW`2&K1`I{Di#Xmh~O*|zHOauUMd-$mt6JPV7DxJ$YNZyg0aF5Y6JQKd$%=00*A8^g{wBL2~9u|(_($8#-(^U$+DODVpqy{+mVI{@t_ zh4!@Dt`n?Af= z7g$|DUwKv?(3qcZvTF$-`#QOoL+NwQdYzurswAHMYBaK<{9tE9OQ!8&5}zI2Q(UD< zRJA{nxI*#f|8;{!Lp%rqBwWk zgOV;FXNywAs>i@7kt6n;Mxc8CTy97WFi$RC#hK%~2w2>Wbj2=C=uh)o8{r?22C#+{9$*c3c^lCOne$}*{QD)ofxTwb+p}3@W)y#V<}aK^wi?J%fPhF zlUmR>KOglK0xmsjxLNp@jcx_vWylyCt$ib9L!a1CJZWh;*3E|3!p(K`b~b$7@7!Eo z$41A%CExr9Y!s6pZcoLLSSNXCwNw;|@u7w_XRnc1boS}exxpk@W-o(V{i*j$+Gffw zl8ACqkSID&Lg$32-2-Ab`qH*k z9r3IpR$GxUFuJpLk2wjs=YomM?IbD;uXHwVCGorRN^`j}iLT4POU4Ki%ZwYf#CDQU z4!lG6vms$SWwF-(7>SP0HOnV^?Lnperr&Ed&pfq#)*S@m!2kj=WxJ& z^knlB2M#2jmz$xz`GQs?HE+)q6li)(P} z%i;SwN^0=2Y)aJeUM-}iOY#G=+34RQr@8Gc8_qdhL(vOKBuvc{TSNKH*%JET+y)W~ z<-JnNhDeaN$Gl9K9JG=~x8`y=APyQR8^7UzZq86hHLZi@uPAK+$2v5Z|8_k&zaE== z-fMb<}^1%Z*ggdZc_;d)nwx58c4n8b9NDjA=eIO4wJAPye)I_{Zv@ z_T|jqb3f~`Zz*e&vrz-a{w{o4wypuLWZ)$cW&?UG*hNkW4H$@gd~of*2CUcoy{t&R z5nB7~-rb99M7xLS2EhQT&mCUkQq+jOO3!A#4mIN4`;2>GdQH$!7S}i4*#sl+&4-pa zH{lFhHbA1O32Tx^#rAz~!Uq#UI#-2@gz{4@CX2Y3BfmLKCYp=;$rbODu5qz|UlltX z#KrfI8KPwmxp-Or_h(KS7j^cM35A7Re5Ktz=KqVDp;8DAhTIhT-$_)MSo{@4tntr6p{B}CWD7Lj`h+qe|XT-*_v>5 zJ|97iA#T;F+%FiAl(it@78MuFE8MDzjrgf ztt={#80nbj-b=Alz) zVV9g852w7%(%xI};P+zk?bh8q{9SczapqMXRE1Us%Xv`ae6zmFSRPs{%f5FV;ej@! z5TU5U!wtjgB%@o})f=LAe{ta|wdH-5H4i+uvdm!z9&Tmq zEil-}Lq@})TQ|aZkarMt5Le?N#ZV>3>Ms{DN}|h^sQnf_duCo5#Dls+-l_8ksrCHF zD{4Y{_*@|R?dNGqpVmi~f2DBx5PNIGgG3(M`n==^W2nBY+#JbaI%Jq`(tYS_Fq)oA6Hnc zsiEqk(PdZfA4v+QCA6hq2DrF>|3Kn`1}?;geyBva^Qe2GM}sGo*Bb7{n28FC$D5Bm zXF%aIU@zhDiU&cPGInQ#<`fj6)zhx z!o`w(<8Al8Qa+$pdh7m2E`D?mW;pe8vGng>87K@$HOJr1TqOFnLpV z7p1@IC&uQcJa~`({dtt)XC-?}j}N6oBQA4K?0O2vcayC-T0CqryzrY`#RL2FiuT^+ zJUEf%k7t%qx|gVO*HEBv`Z!PH0L9nSMxCoE3we;RG_@EK<6*`?b(Vt=53>&iS9J+c z`<@PUIYZ&K;DLz3rh{Av_$Wto*l`g$bCGFp!^L*RpN|`NbD^vEK1tDx3oF{>qa)k6 znDz6cSS*FNjG%E*=|(ONsy-6v(Bs0}efgdNZ7!M$=U2?q{ z%lpT!Ngpad%ZCqxJh|wSy^+@M&c&!)+Y1d>E`swm?I=v+VOhOZkR+wMPwPIMrBU_p z{6+h)D^(|pB~IS3jo@KBO_OI4~4S_=hB7uRQo{?#chkZSYt9d_C}gI@8Vf4 za>85`BsUg6d(i|P*KWE?Fc&j}hBd!#H{qM9|5v^ACg>}y=jH=ESDQtr6WyYfK*-bbeC?8#UoC`fqepwmin@&3y@A)l3`S}T< z?Vi(=Pf4shw0kWdhxan0wcB{ek$on9l&ZfMU-+u4v$;6@(cmHO!df3aczK)`}58+UH+7WeZaBjit>mwO~PyZ2PX<7BEsA zdfRWd;I+!SA}^^{r1ggQHCVRd`H#1)LPo7v7<5J6>ryLXyc$dB|Fwd_3}mr}S|MpF zuvJ{W4S};ftu&{A;~N%w?)vuVfuZ&oK4d$yyi z>u#5DR6FK%n*OT$*p5dPHB$kT?GQQUDyl8`7;2Krla48maq;KI5pViq_(=Y}_hRfZ z+-kc{zMR#8%D3TM<=q_^)sib4*6+ZMh1#hdE*;pT-xl*dxdUH{-leQ#bimZrNvISZ z=o-{cCMr8HCF;=nYor7J0{{U3{}fkuJk{?PCmEqgk$jq>`wR zkVIN&(4Z)Vh>Rkm-Vu^==jYz*4&0)WG!zXZzvuVYc|FhPoagLw-k*t?rHdl^7>LVJ zb2ui=M6;WLit=10l&>@Y)Xio>rOL9y(36Qx?h(QJwla}DQmobH&V;LU(=Qu0CMLe! zeyi~S6VE?rMQqr|MD^yqPgy}sl%9Pz<{iMq6c2@v_q&+5eziFyWG53DCHf*Nh6z8- zALE|UOaw$1Y6&8l(0UOx$L%N+p3RS}mCBef(x~+HDq-Tew znwP{!k0L| z&KHEH{gD^UyU&8^RFxPz1`D>uSJX|*SvXqr;7i$a7UpGy5A@Snn03iMeSZ}Tl zv*i6_QtQuLA##_GnX?ke`?^ZMKe)EAF!k`a>Uv^N-Fk=evjP?p5|10q5wmbSB6{wN zcPwzUC$G?vX2Y{!ND#A_jYWQfj%Utn@LI2LZ#l?DvW9<+>H#(;>3!hm1hXM+@zdWp zhz(_h#>UCkY;3!i)ceekjffS8ZSoA*2zX^aT{M#orSAKlE`ux#&fIX(qQFAm4I!)D$nnzf0b5cHA=*YtEY5L6! zlCR^DHzHf4S(xtfH|%{M6Xv-Mv&^_m+%fGd{#ilJzGCwU*GS&w<41Rs{D0XqMRq)s zd@noLIB<~(4_T}1)bpf1_6|}PjxgbMee>P#q<)Mp?@@Yuj0x3mvX_ldFi{r~7uk}; z#5dp53sh2=_#P*D<6JBgl7(~C9LW8Uhxa};A~&J;xk5at%kNz!dG}5+p?*j+bJsa0 zdJalPT=ik1H(2?z&Q(&stZNk$?Am#(Ud`c5<8_V#dqT`&XJ{`^X9iC|#8i_iHB)(nJcMKaJDz>)*$xS%hCzsU!EbAMsB&Xllh01~dml z5(`5aFkW`Wpum~vvyG44PW0b;GRwnv4g)j`Zz&l^2CVL6OcKU1Pux&lp25K0c_|8yh+ns=b8}*K83;|i z>D2y-j{fOpZ0b85Vg>$|&kQ=k>bvV=r!wH|{jK8Z|M^_$$*M(kyiG1%a!-nZuzA(0 zThth!8@x|?Gmn89$~d_=pN>sW>@I!2OUF_ES$1F!9RZ4FbCWXZ=oDt~voh$o6ST>u z>>?ez%}ZLIo~L8Oj<(|Z({zL^q?h9)9p}@Mq-$g7sCn7+`*9>4TXzR3mxt4#w@?36 zX$T!9?Go|jdx>1GtN)7$3_Lq>+GxE51KP`yF5VfT((&(%P4X%}9TtCN`I{+nz8sRbpH2t0@`_<% zD;>^(ulTo`=*aq_7G3k44%VLIG5lIO4qJGy`BzCt#=yX4!*V(b1apoD71L4rbV+wr z0UfJPK2OplaX5Q-+2^cmI+8S6EsaPVj`et^4iC`~x;tb~+5ip77pme^ztEs3+5020 zmxkket*tw{X=u$|HDgW}`5uvCL1Ka)k2enB5u&?xH-kHWgB|k;Ukks4f@R1%X|8{1>ztndm9}gu>@;c~v^Ce(jT|1!%Ep=IJ;_tQbOT9EYPWd~sP7l$R)CDQPHOM&*AWE%XwOg<$^sLn@OJGoON z4^)cHoH!b6xH;MCQ8dU5#q^~F&~PJc#ebW3le#uC%vi^y!K3kdqcDYrPCtJ=cO@E9 zGB%+0I1L$k&!^swX@i-ozQOr{Hq70SWFfrLhWhW!g*~U+@P3ldOfgO(WWKGE;%=3(A@lvws!=~*27<1< z+WGPh1OB~>%9U%#oV+?$`a6w*-?B;rCh|0DDy~D!ay!6&H&sbO$@W}H&KH8>vlu9jC~#VP4uCH(i5`kKAcK7H(|3 z^_g?+s2>}OCi<&h5xk>g(OMFg#fGe_{H5wwY@AJ89%J>34fmBZ`Zy94o5r@Q4jij243&|*3N}0m36mZkP92VPZLUHcvz{Xp=-a82Y&(kXofWpnvrLY zJebad3|DKn%3>b6CoNd%XT`%F+rI<#_B@nURamcb;2|%%FDclD2jeJ}DME7|9#ea| z4Rv_frX3GI z_piDuy@H3OUrc|QDe$o7)RD*sQamICUhOU>c?l0JGCS4Cg-P)lwYb|{#Mn9o|4HB? z>Bg3pz7t#oSg-%e+rdTm@cu}RZCtp7T~K&y%Y|)rsjK1&E>1i*V$z+saHuQQv0TN) z(4xh&J?yv`bz%i8>T+@P!1XIKOSw4S6)Lti;^L9psh*GIUQm_Rn`lAKS2g1d)ws~9 zm^aj<&xOdmx-e9Wi%knv-|7(lbNuXvUP~@c zedAL^f0fA3<`#KZzey&<&H=9u5jtcx_xm=fEf7jK@v^ z2eoTA8lE8c0-DzKqxl^CSlF>{Vk!s5e&-ZIZ*q`tx@n$F00$2A(3odrPV6y|NKYs8 zqgURGJnPr z4nqAc51H=gpdyzsTiu=LOa2|QYZnI|R)4M-+H=r37Hp!R$APSmMokvskKLvCwbqh@ zdlv_*Ev+~xF*+5dyq1Fz&E7Yjgbq9Un4hrbpvEI_{nFJOd<)Gn-A?$+%{tz+1#zHR zY#$YG#=&Ar!YMtFgD3lkM}M1hVCSAY-nfc`F^R0+L(@1g*EjIA(dMAfcKeP8E65x= zqun)gE(corUhh|(;2^Ju-WwFg!Qa_`%(dSV`GiN72H6}WH@$Q4z0SeIgy;uP)5tud ze;(XH?C9#+rn0qzg5$Bsv-gH6gfVZ#Tg!7`nCo77bP@+r6&y43Ulg{M8UF6mAo&rb z*uFF&e$PH-&`#nU$zF2CdNKzt3J**q7ZAUX(HBqbq;R5qf}<>%^C=rmD|*R!*~X^o zry>e0sVCpv1QgUfw#9bvCsizkniiNtM7iJ5K3P*fAJS0M{Q=+_7Q*D+l(E0DKvJd zzT>>7peU>OaZfjebnU*_z&UnyVxZ2`(*- zo+J*1#Zg=5vnlwy&zzoofOd$#;d=<_HF(UM20zz7Q0m#lv+ zeT0G?YbG}{t6V0M+6oz$p0p?pMSme=s>o-xz z-d=v!(UpSy+Byd1M8R^0cKvoo3h_%*Uv?8b&@($TjF~}UxzYMok1K?x*($xgNI^aJ z=JMcF3e+a<*w6FC-zVv#F$6ET{G0YlHkrZ~kHfWTiRAmS;97)bw_ca(FrO;w;lan!(gUNqP%bc16Qi84jwe5>o>vlDRRU?b0hra6#$Av4i6jL_OgF!=of`Cx7K7l0K;Gohvo< z4}}GVivzNTD4afI^HujJg>XwjNyT?!XXurCYrayD@zs6#`ZI;rJ@QH(1m84td!Ft2 zKp`)6aOa^O3fiAu_5XWIVNzN%`$89yD`#(DvqzQSedoW9S%=bC~?UIr;>L zg%`M*Hxd2$=O*gEpm6W(RpH-x6zU_QE&8=ce?;ARD%PaXcB|xOy9Nc%br$m}H3~V- zFE%r0QsDTTtY}rGVD9v4(xd4VnncI0#;Z^;NbpKAP^NJ6aq98f$rN;M20XD-ps>h? zu2vvNsOeMB!if}0G}m1U8DXRSqg33ZlN3x}nXym1QP?zzKR&*mg6_7ZmvVI|Or2sB zA!AN(pZhc&iG@T@XWO)?QWVznGt_Dt*ywePt@ayajam6_)*qO>iV3u=coOo?w733@R>s5qY$+{V?VL;*5fn>bz5SugZA3=W2EkuRtNiE zrf}Z%KbZ(pm;FEDmQOAwebY0RFq}{7POr%OFPResx6LG_$$Z@BS8=V4%*XFb3v}+z zBztS7+|WfbU$u?ze~VmB=C(o9tG?45ybLK9=@MMp;MV%AKbM2Sv!A4;vN*VQTSiTa z;L!Ssm1jH&o|IAgdHD<3yIZzs^xV)Odvii+HJjiDw_rxV4T2+<(IMsdNIy*TRM zH7+LXu}cU`BWHI#U*SV8H)^*%Ra8u~$)2e^D zJUBlOSWuh8Lr!eKo_D=GOuk-EvETDhd#5yR5y4@`HZyjZO1ER8WSzi#LOUkc%rx4n z-HyPKN~@)F+i~i$RQ;FP?YJVrXN9P>qx7MDwZC6Gij{BuSiQX+I}_eNwL9L9N%c~C zMVajg)nNQ*n$Zqnv(;Eadpj~^K0h~L5xh4cw0z??g8v+PMYg@|IMKc1#R5G(!lu}1 zO4{;q^G$f_MPEKtw%Zo=Z{x$qvC&g9gAeBoR4IWm@%kuCsRc*sweC4iEp+PB$l0_4ga`K|a#fNRM~C9ypM=>5mrSs@|Bh5N!uuEqopbed% zN!}IW_JZ)Ivu+FV_{Q5R_gg|_YT5*v*9zes5ixS>i4czp^QO$G6r#+=;@udF(7vpQ zc!m(8`WlV0G$Hw)ZwW|!EyVNH_2>S3Mb4w`McK_lEO@YSziy)tB~P?7OX`J?t62Xt zdrXMZf=%W+BSI{XvkHIkM~LY0?C~YPgaj|VoK^Evh=Nl)#MT2sm@7(#zMd>Xz(8os zW(5(9f(}pUloR39#;g2584<)z@m&K_B21C*8H|<`VZ>eie$Q+X2Dq_FA?hMXd{X}J z&rA{eW|W!4tBPRqdshCW=_1(GJKJBJDnj5#*-!r|iQt+&cz1BU2z4>Z9g+6reY@tU z5nB;@bMCZ7+lZjK^vR7sYed+ZDDmRpDiI=!S)*G$MfffeomaV4gpg~`8^_&6__V~x zGWH6ycBW;q2bWA|!S{_3>>JLG=D^ zSGPn5TAXM4yq(^GFNMz{U+Hw<`QqCiQSKf17|gtC8`FU|)7spB<#xbx$A-84g&mL$ z?i$H0>A)TJrJIyLc3?PMf3;C}2Qv1VOiNek#FFw^1M_7%A@S(m#qS24_^xx(xN&1A z_FsC%`WZxMRmJ270i78AsC_Ijx)WLQsja4aCGd7SgFPUKwR{m}bI=+0jyg&JK@eeS~kJg*DB z^Q1g$r*`2;;fod}qb}IG+%E54-v!pL+2$u*x=@+-SKT~Jg{cln&( zh0$8COtp$GpnE}k*7GhL?z*mCUfYFOyvbQc>q7Z=FHP<4E(~9K^Kz%G7%C&u-fHq< zc=4aTG@d7h^Js|GQ4=u^Z!+F2VIxMvYG+K|AjZZI99zvDgx_~TlG7nE%(on05fUzj z;>X8QMMuS82%d2}FNje}g^qo`B!=DVp5-Tt2%mY-j?ZP}-g`o^euEeZmTwowz7oS? zD15ahQ;f9cjEfa?F}CG&G;+ma3|{uTd96!~Q++!$eLBUsP%ud}ze9}0roq{tg<{-4 z-)>nWAo9LXv~^w*y|4C-pJ*4ug*|psxk(H|#pesq}i>6(%A0CSFXZF?E z$FhiBmLKL+WD@_j%A|g~A;vF5BWZ4$7?rI1&uWvzc(m+#m^`7Cv5!|@2@^xl)t-_j zbkQOD&$&TjL~fMz@$(VmO!58Y4vu1kI%zq_5ZZ9y_?cJ|FNUUv#E0c#1e6uo#cGO? z@%}c1s$!JiaNRRqMvTV%2hKL*UHDdXVfw9~T~MppsMu29g)ighj}@eKp~?1?+=}Eb z{63c~O7rM~`?x))+pP=XHkUsfn%{-TC7Nd@$akTpe_+;;fli#D{#_{k+KHHheTVU) z6OG$+=S_LoiCLbN38P7*KJV=Odfl%RZ!Efx%?Rv-aNu+NU)xUfbxuF>U7OIuD!;#J zbb|HhbSl5E10QCZ#UEmHK*Y6+yxG%%%5M?}Jt{jesyJi5cXkI@_YX~}Pws%%2j{9P zuMQ|nulr*a-ho?RrFNaz-T`6GVHdw0L{2kmonT!DY^S8GE?Cq7zbE!${)h-3KMTXV zhDFF|UgT~r7Qsiw$KZ9N2o0e#MYkKs9LTqezMUt+j`V|?iy%UBnec_~T@jw>Nvgj* zBf`vI`%NrDMOZy{YM37;f<|tU$_8%{{8t^Aww27Et*aNX1!OLHrN(axG8N$nYeRsS zh6oP!#^wr7DDArWr>ra z5Qlrbn`u%)Y+vXUKj*Ii4btwFS)T=PYwegJs21ReuC$tAz5v;B^-1=Z1eoZY)-%;p z0JWxn&3aY>{JdV!n!7*%$&XVtT0iiye!p6FV?Q6a*Qq9{{@|l2Jg-~K=HmkWmb3R` zK4^;yGXD$bE zRLW)-9$Fq5XW%#wFRQ}(*DvPb#-6K2mKHqx4*&rF z{}fkuJeB_!H$tNI%}Q2-$}BPxk|ZS~Dk>wHp{&TtiWIUUs}hPzN@PSiDN&^GT-Uhk zxroY)BniLs`|I<1?sL!cIiL4A@AH0tKGdp5OMj|=Ou&abCJqSCIKaCIsujNK=a zq^RI9A!cN>iwfx*@`U%*bV0^`F5l6=T_9xR`+BUT3w}m9xwXIUf}rv#r^6SzV6O3M z?UCp%koxX4T<6*aPWQw0JWabGr13|I{<1ER4|r`-I!OW5xhK36Bn5;5m){A^r@$w_ zB!&JQ3jBzwC{o0gtZI@C?V`XLrPU{5E>U3cXM+9YTMA6Fx@2DZQeaDB*iD`c3f#Kh zHL@d?0>8K4_1{`ffvV(x<{vIlU_1YhthI#{IQ)v9VR)7T_o77t1#VNoYrJjN?KA}- z!2XOy76lAeMl~-Tqd?#EF3A&V6j(lyvUu_f1@3>@p?a!jW{3in|4=~4>R`K29x=S>0sLGdsN%wt>7$AREe z6nIyXtsD52fbk)1-uXKeC{7;OFu95XN?NZ~^h79N;vBQg>H`64=VcvZ#V9~j69Z{Y z1h~m;T=Z@v;9B%I+jVaV5O)YQyAK3tT8-!IcuhcK)!{X-Y6*CfG<^PG4FM}YYPED$ z5}-Itle4cNz=S&}?t2*lfg$Dd7oQT~xIU|h;|T$EeA{Xg9}zI%`NevDF#&m1gYiZ8 z32+!@%I+$_@5Fj`Hslcy{KrDU{0;$xXYL>^hk$z$v@y3V0`@4)22E!W&_EfZhTkM$ z1M8{Eic|tFyrF4iBoUx)&@UvNNI>~;WqHwc0^U76^>{Bnt*ER_hCN7;Zkdxa(X%D&-1B825}%0v?fYR zao?${96BWg#FiCSv_8aq=w=%BMFeQL&YI5@5x+salSJ=Ax$X{aXmQF%(_#Wg`IzK}~a~r3tv0udn@0f`HzPBCCty1jJaV z$a9Dhu-RI_HbIzxp5pgXqU#9gX!spcu!aD`aknO=RRnZtFWjmTARuGJM8bd{@om`> z_>q@@%$X)Dvt?Lss%Jn4C*r1h!>!JofYfeLJ$+N$$N51;^I-xyYwNs^8WZ425BH=a z4rYbTZ`}}w2hG{i)A|Gq?>?Fuu1A2cC{1<+;=nl4T${0*fWO~1Dr`g?DowrPp6nu^ zTTtS&CgPAkH}$PSg#hpO-~A6N5%BEJ!>G6N1ZZEex}>-b`(U;Grzlwh_IDgle!qzT zQIoD~o3IbG3obP|)nUIqUq@CT59p&qCL&b??BGe@ypB8&*ND3{^dIu?jnc9k$ODU* zIV%z5!L-C?^?c;Pu_qhj6p;tc9;XJXkq6B`%S`tp4`_A)KR;vrZ?!D^I)yyQI-cn= zjP-w1^Gp3A)}Jg1Fyg#LfYtp`?&Y$bu8=Bw)1%Q{EEhv3;0A#T|J#r1Vt zT?j}T5l#4gmVlc028Taqu>R*>_31beutf7*(PBryr*lqEGHmgE^1b6uuRDQkXQ-IJ z>V#pvC&t2cogmK7Barv96CA9${JvIqg55VW##m)1{QmHtPh&+Vq>4{&zx2El-t*dW zuX~2?Sq%*ZPddT&&jlyt$DJ^!zpD6UaVN<24*lNypc6)vY<`p!bb{%tv-}_PI)QpF za!BQNCsd@jUsBHO1mR8FJHBB3cb|WDUJvVB&`b)b+9N-FbSw{Jf3<`Pr+;)uUS3Sp zHQ0&uFZi>;#R_@hIU|sR{ob;Yx7`}+Vi=;Ibra{q0WA-a=P3l} z7(De{!| zWPpGsIR%B(CF8q*r`L|}^s_EVPMR1z^yR0DRWKEvH<`vg$fd%-m*pPQ8B|!1 zoRn;>rh>fBGO?NGRM^@d&%gZ%6(rufM@i05;r1PG$6}Fg;5@WDBWi6o1oJ;Gh*0Z> zsgP2a4JzH>Q*5fn7t{?+@d6oVE_TDguM%r`eY@ei-HoHG(!0T5VAsJ7sok*oxKWx> zQa5NU-hC4Eyc-$~vMb*`?FLh!xRt_Bx`ANDSGqsyhUGeii*-fa0Q$|wCnvgrzj$*? z@n|<(;uPaDUEKo-obB7w1$$ubg9$H{zX$r3Evs0=*8`6^qsV>B@Oh@=bh2Cz1hk5% z6mRZ<>c4U?%4B-r!^z5ScQ^dKICq(ia}NXu5NRE;Js^^iA6gRK0~g1w6GI|;U~H&o zcfq|LIMKvpbMg4P2mxw=(nyL;f3i&e(y*&c{m z>ddvA?g3|MrSStAy1|C+2jC_{SAV&9Qocbmj^!Lu#`AgHFs>jH`MuG-Xp0$+nQ#2@I(A_v~Xb|i@ zb=mSb4X8Dj-`uyPf#(Zf`B`%s)Xg`oJ9nN2LwOnIbsjWuW_v&5zeWSDl~I?@#L~dN z<5=#iXd1k2OPenS8e9n3;l1uP4M-oSk*l>dh*jYB;jE!S$!4p#s7e|nbk#oRsh~kA zpH!lFI}ILdeKIX$fw{v-v_TUM+M0|%Xb#Ze=cDoAwzb9Z9?ylG_O7aHiT z2p<>5ePjZ>3;6lza6jq6_cUHQoRt4kFR_dctotwIi#h3V$3jm)b%_Qp>liy<|D%Bp zoiD`rFAaA0>wh6;X>cMEwmHnuK=ZEGl^;_y_;+UqGhmViP1^&tILB#VQ!iS2V+9@j zjE#BLFQ>!bIa}NNJaj10iY`~-rh};yg|Ci-4pXBBwnmGHk9h2}j(HkPiSlsT&EYEd zc)m%P4*yuM4K3HvK}#h&nz4osEAuZtbYDe>_FG$Xrv>P+>7$HXIG)3Swe}|;A03i( zKS!nDIk>`B*obn`VPntX&A0I!AC4974AiDW_w|d(vzm0s3V5?KNSzLg|NZyok18F) zj_6lSnbF~zK}((g5jy0iOZ)vgM28EiyuJPh=@9?&kfgB_9ait|c~E}_<685s$lGK7 zb2@#6FQIR@Zr?pyut&_%fl?rww?~6 zVZAZdzwrICXbuoyK#g4iIk1cYlc#RaCx|nE#TT*M`UnGtEEBb-92nqns%}q~9|PvE z+v<+pW5DAcR&Mfh2F$(Ie5}*J0DF~>Oou_Igafk_t zapu*QR!lg?bw0i65)<5|ew4k8V8Td@Mr!CQCdlw!eaZQj35KvfFL0g-249anKD)?- zbh&BQo#HHrNSur{*~J3q;koa(kFel^|JIrHPAr(b`!ak}DhpPf-Q@Hvo&`e^?$^00 zSs>6m^frpYf@2GZrlv;l+2@$d*m4qXTL)~l-9Wm(BYBZ;s_fAji*o7 zPO~9yZTMQ`>)IU!CzV@<;R+S5PUGp zUADR(WHxY>2dwIcceLn`JuCac^{V7LF2R1ViRpXOf^mu->sDs+_k)DUz51<7Y>3&S zpRu&S1|5&!Lgqiro5ySW`+3ach&t){lMTy`gy{l<4bfp2Wozhc7;mVcy`Zsys=dqb zMIRd~;&;41-Oh&HCs(%FeZl|z4xe0VWP|F@dUH-(wPh4eDVMQf{YAO>mk-$RYqO6` z)qOU!Z;Q`(UWj-Y=aNqf*g$CX)~jT(K|D9*kuu`BBiKSg;R+iP&o51?MYF+JwM^d- z@eWR-)7k^skRu_LG84dtlO23wH$B-Pn(mZ&%bE>679ZRPPOu?Gq}Md_2pa-x>np7c zFn&7X%4e)+?ow6VcO^FHON|CMZDzyJBY}=kTwQUEMQDi%37?cwOV;loK|FJ3>viN;+ZlC- zVO|on-%4884YFYR#5`T8oduuuE){xqu)rrmwfbo>3jj_)vA-@hYGq76WI?(4pSb(! zEa-jQMIMS|LDT8U0nrmISZ_1aowAPw_4PqKzZF^F>f$l8SD6L39g7qWjWOYD@lDX` zVFLMb#RI)wCj5~VJ$<#52{!40^9PBL{AXws5Y7OOzpaY*!WiIhd$h4AgaMr2Wg1i+8PMMk+{-q23*W(4|m&ybG1EDLsaJf z^Ve*nJTC*Xer?(BwSfVV9Z|ajIT>Im>iAh`i4JA7zt^AsqXRX+VP^kdI>^1h`KfD` z4$+t1Gn{AW09FF?Kc`R!o%u#DPtswu&B~U4oDR!JVrtSy=pYznHzWO>4v|N~O&$-? z;cB)HkLn;D=$ch(W^;77JLGcu!*A5nP0fm$s2jIx5*1T0FV!_$-V8`Gz?D7IB9D0) zi@3TssW2d=L%?xSkpWkqW(`E_W59s{&QhWCh~KFStz#Yx_)SR=FG0L0c8lAFof)7| zU*2Jq!hoFfQNwov8NlZnl0EIufHfWEhDO&Ipf+%t%eI06eGw|#O3N6q?15bOd?^E# zc$|-|e9M5c-KzssC!jBR7os-g+S{E3oZ>Fw7^9&fg9ZWs_hXG!i7Tg;InV?5- ztZtBI0(1GEg`W~knEJl;+!}Eva22|93yCtJ?`(Z-vOen6QuUFGs9WO!)6L`N7}v7T z!u%`~9tx@dI}^`@$jY{T;j&>foz=B<_ zcYR+VFRpnE^~s^miOAJ7KP$lZtnX?Lc`PUrpPO6poCQ|2dB=!u7Px1veg1Nt>htxU}#$s!! zoycGL(ZR4HWfE3w{zu3uks#!FqwRw_34HVCoZV0#r{y)Gr*%k()}m$Pnd3YXd|9TA zb0V?vxP9LV5}tnBQX1kw0@qv5#Vz(Ec)9Wa?6f5z=ZgCcCvOr|%0}IVFW|gbzjtS8 zAPKUb--H|jNEn)U)v_A(HGiE}YrP-pb@XY6!=d310?k`SciSN9rq z_jT3|bEP{Zgtr@K(Q`>qWbP_kDkb5C>hIhaPe|~zKEU=Y`Tu!`<%tTMQzuq`W z@h+v^=_ethv8jpvg9HV`cg_XhNl?CQv)26^&f^XrP#Pv-Fvbfd(}K|F`- z@s@CmH}3NaGQ@Z@o?Wsl*!bOE8=3*ezn=}ZUykuy)rJLaxUY^A{dyY4_x)^JWsUJd z2P4flV7!ge*U0i;B)BZ!IYCAJ@X{3O$ekx4tg=?r@h=Ipn>zC4=14fK6MblO7V8=n zHv9ZH396Of9$cCsA#!o2jV{KICFHN=o+d%gx|T=-?oSsdFgrACX$4uDvrC~n22BS!11RH5`Ls~@?4~o z@ZY1UirwhTct-{umwM5^sn{gB;J!iEEvn?}Be@mYaNkbBb3JLeufX?xS8Z_LqF&QoQmE56HVA!|$9S>dJHsab zU+39-@>Ll3VJ@gI6zgQ*PG^zpNr*w@H>`1p4GRpfk@^fv)^0*G< zcIaPnYIsXGKgB$(3@X1PuZI!@>z*O6-==PWfX5{KcB_B8=Mf3~{Oo2<4Z*f$UP!`s;+ZFzkGzKX4@LLTzef}qp3lR1SMJPKyGug7 zom%eS+lcqtFK!JuS1JOQ)UV}`pkz2PVU|sT6U8-BI1BrFTTn0U7761e%E6phkmn)q z&NWBn0SKwT$u8_Q1n%0J9ZoG!ie**J{ui|~9-sp8{Eb_wb?Kl6J|NAllF>Tz} zzpK@NBO31$dFIYd=;K-+t_n*;U+0#re8V!FgoN3_J7SkfXyiz)X5u{kQ^@n}ehA`s z(B9A!?=h6H+R>dsB-}kyx_S=h@#pDn4(ox_b+{sKNkXMZrg@|j34Vu%><^&-Or$kfuW%$`O2^UT z3+l<|qg?lBZpdGHzf8U>31!@I?_6C-;Jm==tBChA-VhV%DU35Z(LhvV+=?iT+n3Lf zAm}(7vmfI($*839qaOV!f%-3~M?Qt-OBtBAh84re7W0@S z#8cF>Usqst0Ol>eJ!I=1%=?Y|%pOk6yILX3s`)5>FIY41h6VC3Dz(%K_0TJ_nMd3V z=VYh#4e|(nhj+%R*aYXB>|?hJhe_C>f3RKs5Y{VJF@E77)+vh?{oV-m%jo)3Bh*!c z*pb((_Mng67F0k*pIso7ec&$MNBK+--gD8!I&BJhsi=WE%C~)!)g}^jQ?K~d;ypGd z+}$Wj73bgOZF`M(BHr0|udGI2PPbgSw;T0*PqtD{9_o4X>he-|MZ{}ijlZe_2@i`N z>)MK<574;%UJiZ17F{>JpXdv;SLI%)LtkLm;;$Y19|_?=d6N z$yL}N#hx~g&{t@W221z}qAq_@p3xS--=%C#9&_Nm;bi*Y&>{;s#9}go|FK~2aNS$M zzbr6ny?>9y`$708nodAJ3nDE|)(DU+@NJBHSb+C;TH3)kIy4qA(gk+(^{^n>+U9*I z75$Ub)ci*DIfpDtia+6f!t0O!C(0uhh&h%!#NfRm5~VgK)LS>PSGF>N_A;bp_5%}~LVifz zsbGR4DQ~2ImkHD5Ii)7(OEqtp+&!Dagl{_I^##66_(AdMKV-{7 zXM_R&0{{U3{|uLRJe6M@#~UOK(vqx7R7R3QiEreGjEqX8A|jNsQdUtJNj8z}y)SaD zd++zTxMs=TD~ghord58=U!T|OyuRn0=X}ojyq|OAvk_=n}S$O}Vgv{b=UqdJ7E>L<@A zlKNWlZ~rE~A=I)d`6$XZgh%bdau0kR#GDH2pogqMJl|$@Yq53^?Imr}+X@Hq{*s{6 z6;cylGx-f(45C#;zIl+tAl@9vyTddc#Gys=eF~QbF_UI4a9DE?$Jsqx5`_m*p;Iuw zYQrEJvTIZ%FAQLKUYqic&H?;6Umx3AGk|4}%JVrB2QW~4B8C|{fG76fbaQ?*fJHwi zCNF6Zprj7_an~&a7;7o3zH#jU?ofO4a?{^_JYpizyl$``cV)`CuBqzBq+9nyf5i5q zcmHt4laPKCJ1tivC>t{Jm(*h{$N8N_KHc>&b;qM3#H#%r0Ko*t*0YQub>wP`J$X-5_>T^UY#xaN-xrU z-tw;1@5SFTX|H+r_hMki-DCB9y?9f#>cB?edO1J-FZVVyxn?Gk~g7U)vyPb2qR4~^&WhAy>Bc=xCcEcTIjvC2PHVCw4^(_ zk(029>1gQ2y4x!R6#cs~e4FHbEw65DI65!;+_@V~)WUAG>2_nP_H({lYTf8+*KtHn zu^V4G$Q`>k*M-yH^38d^c45_bk6`(RF8q3Z=X*9r7v5xwH}>4^!jkMAORYD$Fp2QW zF1yl&lJm24g~MIg>RYKK$kv7BXDS~PJYBfA)zpjYT_=_tZngdSrW0p?Am%GN@!$HQ zh(+H{bU&bSJiwt7H*bx@go~Yc|5PjE$=*)9KGGKZQK}Owu35&M;qAl;{q%n?S9D^I z>!%>=#tuxlE&*D_9Vj<9bY=2I2bSroO7U8Bpv@2Ck1?k^FzCj)PXDq$`2T3b3Y{pw=FT?s|J&@h zv%d{DzPlc^FSZTc)se=D?0G2^m>oJMT0nwsM^bK$^EJb*mK}5x;6$LfB3Tn z=?d1)#+%+^7TlaO32MQTzWJG>CM~G(Iyj_DtOXaJbDAX3Vp)50%$!LP-TS z%~MuQs6MI}GqAS_B|M;OUa1M&pN_HCKqIPN+W7s!xkk(&-sBanYeY}Ru}6Oe8_{CV z=!Zw`4QO-mn9vV`Dx37(G!i(o=^j0}a!`s&%M$Mn<~as}6sku|5LT)ROH3x{j1xdba%xMj1(!bMWUR5pyAF=656!@+6c11ya9IwHU(!ovH>SC}1V zSV;UgP5=0qg#q^34|5Dzc&=ynbtj93ch7e(v%9dc{7cmY zRi1^6&Rn?R!NT?`DHo39TC8!NrCPVw;=hdS5OseRp8BaUGnB}}n681a{o7dBG~j7Q z;b5V~V>i)_6Sa7(^562PItw*~Yn61b*Wwvr|9iz7YB6=cO7(i>TI5e`kt8f@QK)l{ z-|2k~2AtDa+%aE+Ml0z~51Oly7p}z=^3jRXlQIogcG4(_>=4osA4IitTor-2|d_baIhM8M>`z17bojd zJm_YRn3(!gQn%|q6JH(wF9xteQZp$|Fp07>oS4t zx37h*StQV^THv(cZvu;t5!14>1m1r0)?p@?Tt`acSF=e18#iSJx{MK+=g3y;KSW?U zM_O`hFM%H`3_8xZGI7hACp~74O!O1zD0aNb#9_Cm)X`c3HwMc*h$Ve!H1<*~Bz;&D z{5gX~`XDc?V>C$mAT?jW^@H?bA-A zHk;bWF>x^Psg#cl6WJ2ZYQ7+SSWJKEQ$qS+&dWo6P5N+|=j59Yqz`%D=PLe@J}|oB z9`9BrUh%%U?hrQ<%WK_SHP#d1(vxR*?HryLL|)>BHzfg_GH&4`N17 zFEU9V+VX_%^i30}{QhV7Ea^ki#9AunIDx<8?M8MF6F4hi$$h+!z$~wX{|q|`eDT=W z$L=kG8Xf`6hfM_TeY=)DjzwToZJAaHL7;kBNLX_ffqYTa-f=2{G3R`Rmx>4sX$r8~ znonR$vR95|7J;sEr)Shs2^9J8?a<`}0(&=xIo*jRaG7$hrVL}6241djij1`yc2(0uM&_E2^F#P*k|zKKN zC2I6uA$p5hdwAy{_J8pfC`v+1?L89rE*eqp_@8N>XNWgW`f{p1Lae1)Ogp+EX6#~* zPQH!k_Q88Yn-!un?;FzqYonzN5&gq`JFjRWx~_k9JXjg=h}Ov^`VmC?y4LG6 z;)u8N5B(9|jVQD8n&nwu#I}>|rB5~@PCA=v)UHO<%5sQiTVSA)z?Wg|Zwwq28+Umz z!9az3tj%8s8F;7msgHUG1F7y?{zu~Sy)RX zr!cVEI_KJxvvl&lU2C@@gn_}m=~oW=GLZ8`&aO)y3=A#Sj#QDP9#rd}q~SIbj#dv526HZ3&KaNoV&@8(Pz8b*{BZ1_vZyLlHUY=K76$g!Q*ONWqN9e|X6AApgXE@xenu1nwRMbzUG9=TjqDq$BzYDi-p$WVp3|>i zk~mk^5ZGRFR=g;RzykJ-O44iTczEDLv!MqK#Ygp*1p^UjBN19dqYRV{(DMIrxCYc-0%b!dgrcXtb(rslgea%W~40HK^|NkfyU#jwY%9hAhZj z&Clt0Bs$li(ghd!gInuSg@X#i3S?e#uB_}9W?=We1I;^p5Y3xqRJUuBdCF88ok$~4 ztv_nl_cnr@ms7iBl)z0-!s}S19-1C(`yorWO=0?F=1U_B$Bumzoz}QjI_W!OCXm|c% zhPD}j8$^$vRJ%yv>Vk}G$IcUY?_5y7bR0R)UA371NI!;nPxGA(W1?%f$Czyp6KU}V zqkjHOe0(q4zK-P4gNbL`q)0!0>!29n#zakOLfqElCeW5`|0nx(}FBs9nIwE`jQ3n1Fnm2XzLaf#dd-|2k z;XRgg@$60pM%|Zns%ZZry@w!IYG6TOokyY;f#lYoBiz{r? zWWF90_R5Sgkk9sPfK@L8U8Q;2sbnrg%1ckHu^1>H#Ib!BjpR=1xz9H(=ooSH-MeBF zI;N@Y8JpFo)ylxrdI-Y*(!( zJLsr?l)R*H(Q)Boq3J9e9TTHZH0@fXVSJk889kCql!I$sy+|&p>Q6t)9im}NWK(=! z2MvXKUEgt#T#EiPX(va}(6Q;_St}|H|1(j}kIbWCozHgf+7uen-z3%jBsU_Pi^oAU zgobMlHdz|^(ollyfS*6fhwA~ev~oup7W>}%{^>f&iw%q0`LB?5p$B&BkX)J-`@6wQ zi-v2H^852o(lB)H?6YAx8jib{9pILtVbA2*QV^k`t_+*@>5dGj%MLqTJdzHEvI4D} zWOKoD2ijG16oKacV!QYI3&6Th>%5_57Gxbu@O-`@8@fA(d>h|o!+tpA!ETWaQ8VQS zB(7(HN%SWjFUL$+En0L{I6VtS2l|KWy0YN0w{7fHUk*rnJ1I7bCxN=vy^oVp8DLw{ z7B@P`^an_jQl?4b2K0mg8Rdd ztklW`l{e2g3+uDtn)Hf=Cv`dCZdab(QJxDy`~gyqJb4iENPUd9oCop$=vnJr@}M~4 z@lVH9S7+`Tg`PSE#!d4SIMoaFSEhy z#kby`OIgs|5uWh!Y&Nh*hd{nILjhuOv#J#W8)%d;hhJ2i^n9M$X8{P{e%7+m42JCY0RM;h*^#N~pX!nQAJ z<2jJ9DQKygEf<`Pnm2G~=7U;NzsoiQ3VhHT;Mf>T0rQARrwdIKxNoHMb{AI>aDD$H zp)FkuOCiRgt5k~MV{+}*RTC6QZO(Ns^ezG$is{fcn<9u&xN@PblLBKQE32MdrhvxJ z5&9t?3h>Po{9xRsfWQ316V5gicy#OMA#v^^2wr`x-$bkkQihL&KWn7G@gr6W9!P;> z+&A4F%Zoswr+CA10tF&d-Nj`S3*eid=X(zo3Ir_(yqj^Ofajdc{F^HjxBv|kf72wayQ{Uik*|JZY?baNpz5qG%!-WNh4=g)5g%@o+>dZOLQs|2*O3bPM3 zmx7GvK;vm!D!c`moA&%vkS%EJ_3kQ#|Nj1+EaRqveWy^4l`a)7u#T>NE>H??U23z% zY^9*3?dQ8n^%czaeSALM_X-M?GY+|MlmhLP*9JaQDkPp7-q@f}25%+RAJl7>fq=Bp z8M~k|h>tu_rVvsFcax7f@9Cj}aG18f4mrQ*$4KpGhGif+%t2g#Uj|{;vb5pIGAN7I z|MTrs89aMiQM+Mx8F2Ww>&mNBf$2{yeix;Jsrt#&r+!mGwzE+6d~tdX<_4c>2?{2jWhXPJ}86o zebS|l&Smg<6|?AoUKto)Hz*0zDuc)~|8b-&QlUX;)8~!RR5&cGX5&{&)(x)Wh~TaO z>6%Z+vc)Q3sy57$Te|{&WW93LDXf6J-KqthiWQJ%ww125ssh4U8x(#wmcuz~lk_Ch za!9gisn1BOfEW7y$?cmf;bq0g*8fOV`@rK_$x{jX=~NYIQZriQ`{nv7fJZGeiBq-$ zqSxIDimxq)?Gg*;QjN+^26C04-8r?N)+T$SLkZ??^hR2LiZ@I%~{aHF(wbxKMF zu>IP)y?A8>%#2v1sT?ea;2h)NnrL#}n{P0mz9s#%3p_BuD1+*17ixu8IV{MxJfyak z!L{l350_fXU{AHOV3=GPoIH8IzEy<^$)|)HF4UHSs@tk-j)JA2?&l}l!e0t&b98;g zzLf&ec}syUtQ2;7dcM!JErs&bwHqzeO2L)OBCfUK6|{6$t<#cz1=nmp6W1L};GpGI z`=zmB7}kD$^H+Zf9ExleyRPsG1`8)P-6zleff0|9_#Ll+M{|A6tMKzXPir(|7V+!-XK*nPW1(l>)~6rzY1; zk^Jg^wn8kl5T-po)w~iX>%}9I9bV?a`=3VTS#G&dQ-6xvAR!0*rwXi`|71f*;*-Xr zp&a=9ntR*G%Un2h@SpMTiCoy%9UG&(Gas6_BnJqS{rP>~C+>62gR9?#ubI(u;n!4o z&^Tuv96e?sIN4ALY9%WyUM*AL-trgDJNJvA(}c%w!n}w)2RRQ8XB0uYmsX{yRt^|( zUaWHanFM?MF0`++N(0rYfN{){;eP>(*iODz|!D)Qf0cFKpEUyk2Z+Vf#Or}NXsv3z(jxj}7T zMgdg1gpRx!&WCFIoS~T;`Or_l+PX`!AKz(SvAQcUln&UTJl!^e;bMyrI(+D`PG;($-D-zD|Hm&Omh=j+Z7pjug zqJa0_<}+d!qCqU8!tOVJ4D`eexajPQ1z+_a^05vt;49bE^5yz?ILUY8X8m+Ba7pJy z1s+X>wN9&7v6ZAi^&ZbaOS3en*k&0|eV7XJ5uG25PN#r~K^wCwKM5lLIKNF6PXMma z?%K#72|(NKaL`OG3937HR%o6|0?*s)K3EMT!3q=-{+5vp^3+!yF+EA3Jd_l(XrBTC z-Jmj_ABo&mpJ7+#rq=KO}XV;yIG%(((J!(lyhlazpJRgHH zz|c*(Y|J+uns|$7c15YselxVU@P0Dbw_1ITGfjb@uW+o|GX)sjyoO>^$)KKF8QQN- zYX7glzn7C>A#vA0fDXCdDM{NKmdQ{Xv-3^D>O|OZA)9@xSuAK=^GaWz_5v*amT78N z#6#WtF>Y1AM0ix0Yv*)68AN_vOS{F90(bI^cJVop`Q0$R z((h<4mU`loI7oZGQusPs0<1RN+`5%F0nV#`Xcr%e2N5f-Vdvs__^SBW)@gSfoJ_ej zeRUxQssji||A}a@AcA$dqaxw_LH)fAe9=&!IJM_EGaAN+?`~g+jD}rq-&aS@Mgo({ zComoq4sBngPN97$&^SDWzdZ^9w*8ytt+oV$%i&uFF9!qRb&vStO`#!R{pjGD=3SwX z!s1(_)Eo-E1&PfCG0$L^L1N}s-2gaw=kYj2qQVrt!x;RE}XzKU}4 z1cC+K^!UGtQ23Oz+qipkI1rwKD>P*yVCNwJ6jr|=k_-mh^h~$dCBnf8@qjUfIB3l| z{dC=%Sm@_zTOm;q1Lduk$}eQbfIUM(QgrzxO!ddhYAPmzI+HqTke39j&TV4jVSP=i!Rx&Qtn$LdrV(GcmsIgtwH#d~es zZf27IH$$zWmMn;zGBnZLm<4_@@lFmgnQ$pzS&5@06RhdaXX8_|AU5v(Fy7CBm;dw( zPfO*(q>4b8dSf=2?=#r`oRI-pjH9Y4qiN7k!gFJ?JRQ2tTaEUqXF$%!zkC<|W`Iw# zV~qW+OkmZ$?=sLJ-y=J#+JkDc;jTpX_};Nx*m7R7mgSxYhw?<&N?dc{;`pWC{n9yL z`^EgsQR6JoYoD-JJe>(!bljEqAIXH3MFoFd#WLZl43T+gPZm(M%_e`c zTqsca!Q^eu1xZYd)bz-MBixNTmH+bKwpyyo7v6km><_V8PvnAnM@Ghu&>XNC<9D-) z&4J3grBv7E9C)V6r?7013#0ST8e9BwA?(3IW%hww$m0s>zzex>Mx85JaD5(ZI&D(^ zU@#Xd<99aO9moTvr)o=LkMn^Q8yYyMTmYkg>R5F~1)zF}cdx5i0X!6y6|83E!wzCe zWt^H1&pFy}J>txV;82O(-;BujO34GU$`g4&+cR&ll$Q^e(trG&87lyxbJ~K2-wR;x zKG_l4iCA`4Iikq0*SpOh$qwO5Or0|bhIqP;z4 z>_icCP0LdYjugTF00030{|r}mJeF+~wpYq%$ZDt*DI}%Bm90p2*;-0QNM`mbBYW?? zmA$jy_w|aRkV>MAN-Bhp#`pYn{qE;Jzx!OzIoEy8xvvK}g?@QciJ7!3f}<5xV0X0g z)PGflM*5PtcAaY6#BrXkoNC;ijuSn&R1Mvm3R|wXRKqT>jC1-)HAa{rwe4>;X6Qz~ zo%mUe0e;8|wmiY&n^TLsw2FzdYqbbZ$@2T+Ux(#RqXeUnI-E^EbNNeD9a3m7 zvQG8ap=Fb@>4VBTbhITfg(cM?DPLrq?n52c|Fr3_&DMjbo8dxaYy*C*-5kuUZorCU z_Mi-7Bi6i(-d;G=2zBW~;}ZgnxV^5Y=*`)PiY`%=XAF(_u_;vT(^>krvDt7d4w)1BEK-VE-_=kD88TfmtS=Wa;b3WjVS$D*)S6r?-)eW`2(%_~1et=Fxf z8{d2V=(ARs%a~-ewGmi**gm@H3tS7p_S zDw_$Ojf_sP4Qe^(`E{Z*QHA~-v0sxVpRR1&iL~mDEu9ZL@%S)z&V!Lo%vzq5kMit7 z5Q?)YDHZL3wdrMR`#0U##HgTP#M^^a0iMbagx~KXZd@$8d$5)xd_kL@ z1f%9Z+E-gi2z5Q&IM7c*uDbK#PbDPW9-6C*C$LF6bIMhn4ARJV+Rd?KgeB77``Ac^ z(DNVs0u(YzR6j1=Cj7cgsD&Jj=)$`*`?D{e>Vos83bAbsT_~|-x45Lx11r-nzV{E4 z@Vot8{PaFD*yVa@wu_R%x6VH3r9r}oUP7kN1rpA z`aCOl(IFD{<^EW$kt5-Nh`@r)B@*P?j19BmNqF))_Pt(g52{uLKMKV6;9;(?!#*Nj z-b;i+cR5FHWE zO`$2N(Stq6ly7I7P$MCUaiJ+Whw!WYTze#qgyFSbv++_Q4l67hf^j6o*!fKRh>-9- z)0lN`u?IsY@6<0&_kfu~(iJCo#+?p6V3SV5Lp(9QAC)>}r2WCZQ9&J<)MV?j69qj;VKuHRzWbdSm4ZLyo|6`_FVw%Ytj z6AC(;gd6S?$P~(9@l2G0(QdY}_Fgi+4R*18uqGp0?lVXBA_?4~XA=!HNeGKhu6Zd< zLT^_qpCO@}Uk`$sDnUl8$nPmf2QoJIDL0!Ds3?D{<^l0NisnUb_6iBEeUXWq6A0aF z_Ufz=dVG-?G2^$;1KlPrK|5l-FR5Gj+%FQO!9cE%BV#1zXGOgM8NR{Q+Rg;7^P8TU zlO^MY?(w4^-;z*VDt<4_lZ1@_ZU?^RCqZs(-sG)2!>>qK zP`vyhipW=1k=#)_0?*w$z_jBf371DJbv6b`h}NikrjkX($xnl6PcXqZ7w>{08fSz96F-}aj{G;9>SC}9lGrKcb${_7KWVqYsi z?pjU<8G;LyIy$ywaPV@~ZB-#-$Fjl@b(P4&hsLgzVhZM7`O@#^(dlCPO zY0@pS7Z#gubZffw;=teEv|8r9cs?cM-m2D%@B?W>PX8zvPr1ax(MUo2DV7oCd%ZBz z6f%B!f{M3G>@0c}RB+i%EQ>Ewao9G}9kG1sZNQ7Y31wwJ$8l(zJNxn*~d%fV+Tb2xrpM)(;D zJ;eVgusuV+5&d@g^gj56^8RGh>;s>_$MQrEajxj1srm;h-sqekIOx}hhVC&f{`x*N zs>eif6S$&o9dv@g3KDV?|C1y$~z?D^&G{f*tyyMcK|o9s|V^)ZbE&m(V-$ zh{)r%;kW9~OL}2@=1782X)kQLB#Z95_JTKA>*N;YUN~eOymDcjg4}03;?+?UJWZA| zUm@y5bXM=V{vI-(F*dxl=AwWZQ}I`c{nMdWmm60oxO+0AU6Ig>h|0;XI;CDzV6kR~ zqZe|Q=8tj^dfLs!w~s}Mf+xni>iWmY7!>s3F>xoOj)le~$dU}@jksHXIVtdHn7OWkOaSbVtGuN%)z(u}0Nx^X?>>U%!TZg^bxDqA4t8c`(^_1MBL+%R~~ z8z$I=b2(E*FNZs!e5I`Tv1KQIQHn04+jU}pXx0AG7oC`Y|8~iXsS6zj4-W0%=mNz` z;Y<6MPLv%xbm-6HPKfU|XxeVkiNd~%V{}_OA)_v+Dp1$~E!J$+;O!kaSN$%>Y^)vY z>R!9*9XmiWVx3K(b|8bnGCr)o1I}U!wr^f^z}lvV?PMHbuR%xq&#nV;>YO!wEFIW0 z95L}PuN?|@e!5XR+u_3TFT6Ri4N{xGjaywL=1rybvOb@7_;)THR0?h5ipvs){)_Fhcjec6g3=Te1RK2IS# z-6eVI%~M!D6_GvF^pu#ZPuuPM zj2VIaAA+Bn@IlIK@QYXzJW}o%UA)+c?kSPW#%&GgUabA&bgdC-sm%Q<%uV31Hu%;% z+X($oE0xxTMpTN)%2RzCQPUrzz_GOvAHIzxB8{MVj6Jt{z3zKd#X?)x+THhRuj$Jwm$7s5I~Epe?;N zQ*^!#2g=HA)MIL)Q4~}4d4DY!U(j7!W~zfn`YtJ7y*ixH)H?G(zYeKFd)1E_)Pauc zVce2<9ZI*6gT+#65tf}+InPjww)1Yeit#mIXg811cvlUL>j@bVG&Qhcw4CHSREx!s zKXhfxbtq(fHd`Q82hX{+GJXPe-rd$?Bm5-}@5_^kuf;`^!qwt`HIN>!W|@er0sHq7 z^W9a|U@Ks9(;unE;XWQg^Vc=l8$7PD9$kx77q8iub+s7zCH+m7whs26C6>O|)?)m9 z&{Z0nTCfPy1sor#!Tj=}aLQUWrnaOoZB``Sm1)PLSt6W`8jKQ8N^@7LFsZC-5x-Cg6$a&BlawdO zll^@w=lx^suGHKldAJfM$g?z@|0*%)R5c{~rxF+0&&q`UCNRf|Av(Ge4jyXtHXokg z^vWf_Ko>D{(2jpG6T@L?r>8!qQ6);&p{M(imIwR|ufa@W$? zQ-BZ`URx8TA`Iw>x@=D`Mn?0ieXNH|@cYke=1s-L_#KwI<6&kI#EO06Q#lJUg~l^C z1M+cTuDzFIEf<9rtbf9fP4j8*K`XZv0{E`g|`R>4OgF8 zYZpSQzq@g#N&!q$T*l|u@^E@iPoBvx7w2jEG@5d<(NpTBvM8R1xQBe?d<1(J|Irc2!x!J{&kfCT(7zEByVo=aL#r%3 zF-P(-(wG@w%u5S-3KGU-Od ze>}MW|0k0gt!y|ZPz$3j=YmzdpmEcDKIR6lR%$-)oA9Und4z4EG=(wKMChes`gv1rDD|nMihrz8Yp~p*^U3DW685QNWvoxG9RQZ z_j#uvj*sSkWiaty)~lk4+Y>-pl?!|=7K=`qDjT}fv3RpBB_QN%Jh=3~tByQNzyTY< zv$`J=Aof0=CEp_++VsSWI5`%v{|)UclZ!@G=8OFsZI3`Fu6SaAJrr7Xw$xnhV1$1s z(>N)I!d`L0ZtCPC@VUy|s!@Lg(N_=XCJc#n+h%=f&oC5x`8;P+9D+Mhf_rqI2jcqv z(zRw9KP26_v)1b82Jhm_d$WSvkYc*EhL+h61*cVl_Ph-QeVp_Q?Kgp-Nh7Hq7z@OJ zss!WQyg!zYdFH4~dgHWs!Zwi-XQbE0^*4_>AnQu*qf9zOEH+8YW>+|YDcO{5r@RLg zTl&4`=6x`9-;yS5#urWPT!NBQz9`!4O48u>K-Dd);bseG7#)tSoey__g++Z)QsoV7 zvsDzeS9V6M6cf+iJRdaFaBiLH@Wm_B^{AZG0GQ^bNgvAghhkFjk3&_yc=U(CfTz(N zQkHg_CpPXPBF5(qyRZZN$-nalt-LVMQ^Uz=6NsbFeu)UGhv3PVH;e119^iLmvGcNg z2j?T72#PUnzItptJglSH&GG(w_HuFZ;vo-@7&= z(O~$$)E4v<2!SlUQ?u*N5UAf7KWnfn7)Q%~pW{{bM_cyC6~At81g@J8yYF&ET6t$0 zo#Rbp+6iAh4!%lKYun^#O!{uYu(!n zoN>msdQwI?>^ZAlVXyobw&--H`UJAjvM?3ed{*THQ{`A}4342{F>OXTkBP-Px@ z+MVQz==LC)O+J1w-th4?u=B^1n7f*pX#m{**y`IF1`u^xutn0!4-CKCJh~aZkSBJS zLtfbxR+08@FO}~=VSC<^@!WlArpYtt$OIrTZ#e43_Fym?ZFx4s90E?m6AygpL-5yy zX773KAiP<>M=cWb$9{zmzCVlalyL)%))-SCT$?#w-AJ^ zn~Sk+0}t@}w)KBq)CW+w06;*$zr0gYcPto(wjF-`^p8JOpKhk5Uhu}JAAde>>U4(N z%wO+-r&qypQ=8tH-5xzZ#(CzfJm3=bU&$#tKSU`M9P3*0gRb60M9aD_RQu9iSn+v- zPvraga|#|fHsN+oBfuGl#~0N0P_1#x;Awrz83VY)H-3n4v_ou5eULtn2kJ_cZp==2 z!GS(6<@Bf*TE2N|l}vl$z3qB~`vDiwB&Kq?vD!gR-D*qDQEO~Tb?pzM*GH}iudnd1 zEu`BTzRXhG!TnmCSH8#-sdpFyQp$bN|M2!h4R0@0zLBWb3-iQheOCG@%00~9e=t$Y z>VTFH+;%NPmU!S>1<+ zWDQ2ie_JAtZVH6(?T4|6+x^FboyL%uKM+v^{?Xs~8;29m z@=ZegVli44B%1Uf8V3&2PMZZsBj81lj>4}v@DG2I&$LYh=?L{^+~-70KJKIP&Lp8a zp`Nnaidf%R@O7PyN7kE9|JJ|8!cs8ztj@h?EC%TZsWCjloLp=24aaDl(OOjEups#C z9p??YoQVA?ac>Pq67gQ9ed3y7BAhmT<7G98$IcnHGLx&Z_!s}-WAQ>1Sl9oi9-$A1 z*5X*+W|0tFlToh^{1=9~2_;+6uTe-U*t=je5d+TE-Yu6*VzHZ~zxC2+ELIy|sqnv# zhSYPHNY%+G=%gta?RoJC*Q<4W7Z)C)VcRj@<<1-pwMft~uHn6@zt1M`Ys@4O5FU+d_P zogaemuh8Vlv5W{5zqE3VX^w__OUf6k#%K(L(q50OiUEVxd3&DPXzW~Mto-g7i4OlT zInJ0c1e=RC_?Ly?z6P^j)hmCne{Ad=tOku|EnQ9&Ce>2nFIV4g6R4@j(!d%Q=SlT@J<1 zCFR=eFhW;X8a~;3#iF^t@oV~G9R8V4P_u2~u`tUgGd~*#tIr*WKU|N)x=Q=}-CKnI zbQx`{?V}L4)6Ua=>JhAjGM;@gj6=E4KsL<{tWtBdq#68aD@ezi0l1x?{o&Or^2U>tBG=$vXSYR!WVsGmxN>z?xaqjHZsyKYt4U%|yA{I=ON3T%iqfs;=f9hQH zBfM&-CeJ*62$yfWvNB%OVrBt<%B) zS1hu&Cgm`O#G!N`xl;9aJXk*LbDwldz=;xtX-&I01mBvRUHKG)^ zeO@D-2V2@52i+EOp}Dx>eq|~LRomHVi;21U-KX=OmhqYRruKS}5|9e!swcVe0cl7; zw#E6OY*^@jtQVTk!x83RBZ9Es2)o&|$qH^GL zH+HjpR~EJ!4djeCq@&>Vs>+gF7VeqWzs-%yg{;Zr#L%LA92=21Y+VH{IM7tkc+-!pK2DWv+?C%{KGHL zGa)1)=kC6dgP`XVf8LDb!`0T!L3FAB_FO~R9HoUg6VH?6Q(TB;N7pjplmdk3#kYVd zA8zAa|FPf81>Z)DZ$e%+NWi43gwB)J zi=kzCr;&k#@mz0kr<*Gltn>!i-}jyQsk$0S$IVm|atmSm4- z7h~_PI|t8}mtgb#xl_LXN}-Z2&9;BN6pUoik7wd|UcH`C= z!Lb4u3DZ4S$tncbtWyx*^Aa3MXFQvGsvQ4ls}dKOEAa7D;KvS)3OtJ0?l&q`4r^`- zx2Iqk(!O1*c-vKiGY`}6(SIreYh4<7$hZg(u5L=HdsK>S-5O5$KjjcAC_Wh3Ux9@0 za+{sFAA?sj#=iy?#2mi)ss5pI$TB|vYWJWNX}_QIYZVq_tVBa~xw!x<9Cw&*6cj@x zd0b$GvkcF7>Nyt(m&3L;*u>($a=e}wUTmx{2W9dRAN#H{_;maz$fPMjmhwOGG{+)% z9T=D9uqc4ZlCD5$UoOm=Z=B?*DF7$uJ5`g{MQAkosjXR3481hDsvS$k7-hUYs9aTy z3tyK04Zkjgfsu1k*nGY9+VLdCoEv+*!@NT~El9#}Y@8k=q^ z#Idug9-3K2=pNvYws>5OPaOW#%=99Rc50UFh$sX%MR%9pYCatF7-W7GJm5?Vq-xuyT8Al*B$5FbKcMUd7g8HYgZx^FHw-5tm`Mgm~u3&f4KJ8b}ACF zW3GNOLPfnr+m}x5qoMxRYiIcKsc3D8CC{^>N zkZj3)(&p-NGkb^%lZ?Y zQ;zbU@kpM$REBhT2a=NXDQJU2&FAjSQncbjITkikj_UtZAQd4RI@`b7{oOknYQWHg zb9pp0l995DubqlEJ)v;dPn9D}g{-(-i!xMtpKcHqMM0-k4){s2OHhCAKaWBEQdI41 zr6uNDfhe6?-%M{%5i8q3^K~i>4Lo-{%t)c3Zo#kQ{%cg!bz~~Mc%&R@Ru;M5OD#jQ z(Qc)$swjv{cKbRh1q#yVtnh@Jm!sULHAQQxsVJezWACY(G&GuZBk1NvIuZ(TP}&hg zLl5aS<+i?5#IKU3LdqydfsKK38){2YJM<149HgK$^Z!Uf+GS{E{IPOeNd@w`^Cw{a zmkQ(+Mv2K@rlQ-AtMiq=SD z{hG%;l=?IfHt12%^le>Db=xw;eM|cX-)I?%NzCGW{Zxk1&q*dE^_L>awE?23@f4KX z_iO(pbuwyX{Cyxxj32mCV4Pi7graub{#{k2$jhHQKbkR;Cd1DEdYpMZBX4WHI4P zRCd+j`7|RN6^$7GaBRs&JJuY$9ypYZrX#u54f$sx=kHqvYy|J1@upu|UyX00gpwbd z25%;y(<=)<9(P8e=Cuk5Zq>1<@4~=0!>mL^+Tv;w5}bm3sTCRJDrsn?PxaqF)igB7 zbyce(DH-t!7;E{|#i53Nvoq&Lqfx?~N!liraI~Q#!Gjy~M|#_Qbf!;+BfB3RbkX@} zboEc+apUn=aOO3r3sOR+p=VUPX1Mm94F9!qI}jr-6o?U^FU2 z-lYWoh`a68VEYvZbg3itR%fLe3Y7nR_4*}yIKD0GE%!MQAcfNT)Ypv%90QS6#h~LQt3YIOI@n23$qR8hRQGW|zKlfFSDCDmGex0m@4PfM z*M;gE1!+dttkKg${Yt8u{)kp|_38uOU{vUBY-`>fhJ<1Q-WbgVp_&naBX!(?Xnm;C znx~unk%g@0Vr`ilYPhyND!l9v3N<(*p_gt2Q6B>5yZ2k6zAGgi%3uA^@MUrPi){gj zb@PTte^UVR(A%p#-sgwDyqueAP;o<7>b9y~EzmJQy7twjw{7u%Omr$}ojPxbPi|B)?fQzs6el#G`FH>fJ3X0~t zEeD|_LyvYwlM%4M1M?7Hn_VL;491p0n zg`L8xK5)2^=LL035E#8>mmG8m2W`(skzozdU^TSw={duA_`QzjUrAjuI81G2E#k=# zs2l4%Cmj!RF>T$ef@8og2JuSx#Xx?+vuSRx7zlg*>(DRRIN(TWfAXD7fcgl57+QKV z+$GB|U}9-7VPJKu`cgV*-uW())|U=*8_&jyWu$?_!7TpK{ABPJD4wk@PKGZgmF{!aMGY7zV*rd*mOv} z^k-4YEE9sZXG)D@SforX-rCGz^f@+mx>eVFkYr3)e{p6@#Nfq7Tzydg~lt zR#YamD_cc|8f1f;kCeVjWG?L6m{DmgnGf5hzLoHs=0U>Av+jM7Ibf7)cJO6T4&aae zXgUq&K(0CV;KYes$h*5dF1(TlXWmuxDoYnYiOc1qW}}5*9o=^A_8JoGS@V3bWt0Sd z{tp+Lxk=Ew{deWf?m{?LD`D;Qq7VwS9dF4_6+ls|gVaUhI-zP=IUg?qQKu~j)YVDw zZku%7;*NVzpI_T5b)^I*dRa0*PLW}9RSF*T^d7uOk{2;XByj3LQ`)3ruoN%d<=a>U z_XFqn3!93dMD0vnYgsY4t;g%T?vp?bJ&ky@?;bQH@GG?PmVh{qR{!*93GCr)S})Rl z4vl`sUsQrLXQT>zUbg@tLaSndDHz-4;I(@&@r25h_Zq@R;P z|ID@e<#aMEDc{rBm`MgFoB0ac4l?j4oN0aSPl4=5=RF6umx6M!;aEX@DeSer&GB+9 zgUR%{&#_KrkS0C0By3s=gLc34O;1pu@_E|7y?tch&_%>~iph|(RzcY2H5qvQt^Nxd zAj6vzdJ{h*C~#P9o6)RfDZDmGdn>o93`{GIoI1%}2I)g`#|&dA@a0JQ?z(a^wCK{O zBK*kkjBSz>?N0_5PY=a`7hRFcPlr zC8kpb!DI+^R49cVkz5B-Qz&rvM&6m@6J*Hxq4dyVk_^XGMunePQGn^#^Kn?U6jteN zaH5x$f~42gf638hz{smAsf#It@uMD6Nykdz-4VmGz*#bARrwnJ7e|K33$}`x+sRNi zF=p{tlnh*lCZ0_;kipY)9UCj6z$prsPQ7j^$QWz#uiIM&-a`6+HtLsxdvr|Q^v#U z>46l0TI+V<_Y^qs&BV>;VJQrIBn#Ikmw}$h30(3;IRrjFYwtZ+0pZ7Z)t5I?!9(c7 z#7U(J$j-R(JJqTjrrun3izD!a|B~Spfuvs1&vDV<~7oft{?X0i2 za4PKU@ig~Iq(PO&xz?MvXz=C9;eQ8(sbD5*bMh5$1>`u+dNI4pVe`@Jw&Kp^u;vyu z?|E-I-0j=izUz1eP~ym{t3|0$S*gR2wV}b=w~L#fy3%2-)ZL&Nc{;4|etzJu6%Bl! zEr?@PRH$iOJ*4o63iJ6oIyMie@FQ|r*w2&(4U=NK1ElDX&+{m!b(s#CK@l6-JWNO` zIQKXSvEceO5KQ)9g8R?6ai3%vP*$5cQvQn$pM}eKCkb?mp5t~~q=Tkf%g>@*2CUN2 zRfzCn!hFpYZ>L}u3@|rX-Zx;wK)TFnjT>zE{>(0AR+j}?mf>FC)-vI)U}QQ^9|NqP zr3nb#W59Kp8pdZ;27LbJ{MMAr0F9a3;>iNUde|)iEk-P;V*h?E_lN~Mn`V>z$C%Kl z&k*}2!~{jF%*$V>49I@b>V_X@z*Xa4{mt48!l!4e#hDD?JmdU35X}Um-=nd^-^WiJl%aw_BF{XRof{kSox_o<0}IUE9TGnNWlO1^&@*tze7!mw=)X7T3R2imvqPODx)%eLgDF+3eKBZ1 zZ29(IIU6>UyCgq(v*4)x+vxh2Ot|m1XHsJ|6JCy-bD;1u;bQ95qIH{?5Gr~8j`}tx z?BCNPHFtpte{GKS-hax39!6Kj@lGau{UG}I!#o{a;`~efYiJPXbu;SPE*d<0I#}Bq zK?UCvHT z_B7D3vA?u8kqWQ7C#fevCz;7aMEL4|kWt3+iQ=r41~^O;nzTkmmnF^dYW8{=+8 z9i;(ByW8GzkOsGF=?T0i=}_0Tm3u*q0Rw}yybab&Xy0$)>{QDDF6HGbs>J>8Gk20= z#^~U096Ix!O^3L}){s-gHF+s9DC#By5_@|XrB+N(%DH}3TaE<zcRnf6^$V8M*dNwR(e1EhZO{gq5+z-~*gBC-Snb{2H>o24*-Z-?T&ie?6|)cK7h zoSC4!mBznbodwPg>U`mESnwoLo5ywy3l1IHYI>lJ0fSynU7j)wc)ik-DM{!Fm73OR z5PI6(k~U$O#{kEwfv~S?OsJYHO%y9-LgmR8jTJ&ap7T8kyH2v;zYj54BCi+_#9n;F zY@@?F#SJEFCN+rvv^$*%Y1>_z1Z$!Ac0@w$%t_nP>fX`>s z2g&~`AT~_8`4yQ8;?z^pn))=TbTRNP6Q@J;XQ8hm@2HS)e0yVGcLjV1@9GhjtAL(| z$y-gE%7NKrlYFJQ92%Z{6q#KvhX6yfVZ;6k;G$K3>10!3%gRvl)dU)7_V+1NO4H#{ zX0O*IhYDX$)r^D;5%2MmKHOBR0KuB6dUN#(ur@XCEG(}8)5^c3kS$c;5wr66{EZ6V z4sn#Nn`vMX+?G7W%K$a<)bWcNginz^Yjw-fA^p5${OXG|@I>wGlqo9VFM8_)h`y(d zE#z6H(SR|{xB4&PtAPWFp$Ys9z-mb!{}6S%G0OLV@qh{SzdbwHME&M6c;tpRG9aJ| zRoiva;O~J~Pafvd;Gg!}!QMO?_(>bS#Jg$G_sKY0PLmFI3Y>gGsdV@fbyxTMX~LgG zW@}gNWkR&yk&1^=4CqgpaqXwmf!UpY;dBrkKHe{WrV>C0SJF9y;!-+HS{_M=4q?DW z`Ac^>946?gZZrHz_~M_Y7*f$sHr%yW|GfJ$24RZ|Q&-~Iz@PS2+cuH~v1VhZuMj>O ze&^O$B8v$!X9tIh*@TZq1T|64u|P8J!j|HjEJ&2uQq_Ku4UO~7-o1-#klx-DStyS| zm(#p`$w4+uFqQUYRWpH9O#5(mClk7?%pSYmU;sOx&3ibS0T&J)eOd8?0eAdw84VvG z@?hLZ_gotjY+S+<9XwfJOYh6d=Vd|JZe+S(#{iSS%KF3!8WA?vMaLh~V5rUSB}CJp zX}t58NGuHuCNg^lrfCp6S#@MFoeo_M5ySVC7*MXguxH15Cgk=+=2faN!0vq3zNvW{ zgmayVz#C|gATTd8Kww;2l0)rfI&772*mJyt4v+f=Quh&gV-@m#U%-1Nv<|wcq;gmg z?|sbV`gt~xEX^I2-Z5b?k!OlY_-l2Z7knhJ^N54OzIBAJt}E!SKupMCEp?xyF(Jkx zsel^60zq!yEPE3+oILx;d{GvIw^xG3v-B}A81L2e=aFhodnz$c<{l-}Z5YU|{EV-Q#Gvy1vE5Ay1g{?N z>|GXE@K6wQl9prv$-ZhJZkkw^$5-F>IwnY^?Kan^NxH#5O>^~@^DxUmksBwweW8 zk4g%Sx|zWBV^yMg4-<6KS49UB{%2)dA>mujf|BIxTWYScVQJ;lXz>9ILRF)rx$a<) znIP=*Pzob-rt6q4!iK_9)v!NI7Mu}WY*gCBg4X9Go=cmFJgnM3bVr{Bafew&|-Z7nrFqm*3`*Hjh(a$@3*B=sPK|+?2`)xg9fA38mYMf+( z-RiN;Z;10m4<~VOTQv*VW=n_5i1*E%{SJ}{{_Nx4>1|_U(4ok^$>azQCu;tXt(P%K zcabl#NXH<=S~&~1#h~TH^JY&S3}_~A{@o_9sL*!Ajd*^T-}m>%XBa5Usa$B1!$Bqg ze3^0t4v=bjOqPoSlOt|7Pu;*_`>%j+oqsXdvCiFh1BStszGDl1*%&-GD9rmyAYJXu z4K|JeUs4r!A{P!1Yf^_~lySIg^kGL~ArA6&nW{sRIFNdH_D!h}-+8p>iSz>utT$NQ zJn4#ogy-*MPelxbkEZ*sR>I()Y{R?0vls-gZ7W_b#2}v1rqR`lLCiX?l^h=&KF&Ru z7MH-G)n`mkhD5AihvWBA6@%G}THV7u#J-=Y?r>d=fy|mR!TJlteyfeWhe|Lgt9yFw z<$4_USc0>AAPyDj#Ur0ma5!W0aD&rE9C#%9{6zgQ2z*!d!Nmdt-ZR%HCkZ@g{+n6h zk3oMgzbW2`!CChYvay?Rpv>HJ+!cnyYr$W^79VkF{x6_MgoOidHdj%NEDkcaLw-*- zV{o_YhUi={!S{_3|ELfQ_8&4#^=4r3+jS{)A5s5lZ(|)k5gZ)Lb{=ID_5a#^4h;82)`N&mihtKYZDD{v#VcaFnFJ=(AzN(ULT4_+W@E1i zUG16P$m?jxf`f;>LSzZQGUMM<^V5P>eiB z ztUoyGORFOWMd7~5CiJ#)`(uMWp$Fg3&7m0>_$!HCzeVWq zC6<)t<4EwRQO8AolSxdu;i8J~6MhFI~0=gPY558&vslV0@SSvBwMtop+q? zjbt1GdB@I)ti|EHc>e2_n}k0^Xupjiban03E%xJGM4w_GHFJ()&=oQ5Do{-&lvkv;4pK?H<7f71Dl7s3jM5c=xCrAg}ovAbmaFnN-3e|>>0C# zBn;HFJLe*k3H|qU*_I3u`Vjid6F}(7{lWB0MChu1c7Q)*D+grq1Cmuna42cccJ4fh z!^(+uJqa|z_r(7wzD>j6Q^)C_GK8+AY5%QM6DZSrHmiZqm-|;8`2nK7adfqiE+-uP z)9XJ5bmEYDtkLe|eH_$|dyUaXF}OTe8fkC}gX0>Bw^@Xq+$Y|44>z(wpHIq+(!>VI zuv>ux*wFe;f)oN{O8*!y!mcByr0iG2UWv>X9}FGH1AA zWvCqJz1Epyzo`;Dcy@N|(XE8xg$UA*G!DGhz2~JP%>m)Puajm7erhzkO&-0)A*;Ej zU7Yw{huC97jw}a?1NZG)dyNB6awe^pvp8@-HEpP2lmp%WQsf@wabRIXTV?`LN8y=d zso1kP+*XV@WywSM{!d|*RUQu2=!LjS7#WXIAG;@p_k!?$pp=(Fc> z8g>NV;*N{#VPPD;nfdReIpDzkIV@V`Iu0Ye@mu;^h`hT_<(#%7-ZPdL_0=WLhvD`U z@zNOF5ld0eCUk0H`Fp&9Mf6LEujDJjUwgK0th^bCgL2b}P3_zqNX@OcQ{dr%>Acr^ zmMad$Jl`ZM|6!ouBJ-uE9RtPt8lO!%h+KJbfTm37?YefV$dM~JbgBoAb`{|u(D?bd z`WgT$s`?y}lT-5RzK-QwId@JGMvcitp z{z{mXFZv`RSqY=k?|xAq6a3E{kZJejz=_8Wlh=uHUj}|}=eOj5Q^%nRzA_G6;`8CL zY~X;7u6LY}KqYu?jxbRVs)THPkL0%m3XA=T>U+WgBW&#}M;i{Hr_@h(1UV2J^l)Rs z0uEZ8K5xQ)5q=}8!gMA2EF0 z=;ICJTPD8&4vOmAbV*xr$jlhgo%@Kvqc;MAEo|2|fq+UTi&SM4V$>t<8iU z;J`jHy8DDN2X+~_aQz_s(oe8)r$6DB^fu2k8ASgo{%P6rk-%p8iRZ>KIQWdk4i*vT zmeKBR>p@-)u)ddR)O&GYtxrYynLfgg+9E#;N>qYsKOCt_;DE^$nV*#e-x?+6lKZ|B z{Vg<@f3t?j-OfjxZsJ;Rd~d+K1PA1b{_?PHaiBzGBPDoWC0IQ9YHXTZ33=ma=*vtc zB>Y;Ki&*dPa_^pwQOw>c1(;I#6*kpsiqWOnQr<^YHZ~H zx_lom$WQ3JZ(qkf0Xo6!kU_`M#Y$+AH>hOmRRU{Om0IyrqQ0s6`>H}YFrmVUb+IRM zV@;_4PXgxz$=?oTa^SvjRIkto2LgnI60R6jg7lw+Czr8GD5;Ge|08lAZUkw@cjr`s zQL;|nGxOV|Nj(Mc{r6{7cFTZNfD6-6`?ekDL;}ZQ%WQmq9nQ%q)-2PJn)YWt7xxZv;jIO zEG2cl&vfuP`iYMSoS;YyUsq>fve`-c^jQX8-HAQ&gvG#StK`0DSti;|ub5bzW5C4c z7{9Tdj*87gBRkH~QL8!ItFo4kEX{Lby#%_f;Ow}hO-IV7drKbPqGM$G=U8tC9m}Vj z21JDzkb0@zbJLfB2>+s}2w~zsEzOr4qv=q5zvOSe5FKZCJN)vkqv7zM+u}3cG)yP% zLXi&*vMN3$f%!DVCd!ztdrN~aNB4Hl7CJ_||LCTd(2?M}pJS0g$ENXM8}sFK?EL8L z*jz-zl61|F^X+NqxEv4{Mj**-o&4Ss;`~!P_tAT3D3U!-{<4)0`=o;Is0untla%K_ zlVD&VlV#konA$8PNh`8<{9y>o~nMngO3{V%w#Ny!`j>lJL7RI(|lYx7v>r@l`7yOkB#q zv9aB@P5ull7ZO1~7`VFO>anc~Ol*Ih(_vGlyeSK`$qLTeCKgZKR?uo2=F z+O%Ok8wb7h`#hhrP;GpZy!sIf3sV%0Sv(db-Ci?x4H4fLJFBS~v2m;4?n@Ah4TqJl zc-6KXr1Fc>jy&LC<)*ElT0^+#vy;lE3RHuYTU&KLg^RU;A@ec~xFG+yF&l5e#q+z~ zftCJTgq!WT`QsrMwcVfdPRLe+)0{c3N~*?K(jU!V8*7mIoEO-gUxP}D-cg!fEtKxb zE}Xbn3svh`3%Xn_a)i{<{>|3lqUEQJcXCklmn1YT8Q3^v!JG|V}?i-{xTaR1( z1r6UN8}Og6x4`{`2CRE>f8XAz2K-6)H!wT_^bJXBZg~r+Q1hR@+`z-GL*MkvPVx|D zwLkpT{0{id2dbdP~2VIW%FQys~dj8P@woW{Fed^3!pUlH+ znntK}9}o5oB@5R`^6~ODGgH--kK0=YMdobzSec~jskVxbo@a{6hrjY5ZXinvd(XoO z&3^_>1P)%h-oJp8A!R@Ehi2jk+TME7zYE-brW=~Tf(mQ1L8ViON9 zI;wQqyLd2As}oz$L)^1VH7zrO2Y!ymW}Y?=vCA&l>|D)5gS_=wt2clMxt?A?#7Q&n z&3=_}fbQ-(TOz~5-Fd#-GxqSXW=Lv#q6ZItBX%ikReA8fuz%Tj1|Z1eAGzrbBy9Ir zTWAO@V(U&yZvzfkzdsSM4{(k9>n0KfgpF2we4YywE|_`7cnVCIGx&+8L}QJ8ONsdZGq4*G~8>q}AY|SAFrb zztxB+%Rjw)j*HY~XO5cP;UetDi>M9_F6uo>Nn0m4IG&}rz!S-olH!uRdRVU$-pKLcDwn021c#sSDqr~!l0+_ z$Z!iC)iolkSZ#Ftc6=h%N6gV6`O$YxMBk=<^0n$Y#DLti>9f*o1}f8RGuLt%@RTrm zNh11l;f)=%7%e)id!*jE3({e-`oo(I&uKVPA!z=Dz;s6AnC~Jwykr~uf9n!+$bRGf z03SM9A9ck9zoz5g{bS!A6a84eJ;iXqkC?BAdJd>jXs|FQ`AON*;NSZ%sAQB1(^TQ} zE5@kE(Wsl7`RKZ_cd93GWB{;*yXN4bD!chNwjOw{6kQje*cX?GIkya<% z{O*Zs@20@izPKBI20fPwv2 zwM@4Pcy^t96R@}vVYzglsDMgTsf{TI^j5-ma3=das|r^hnb(^bRzi5qNg>YTa(rOB zdGn{spe!-Dd{<)`tVPW>N5++bIwyVR!)zHMH~(0z^QR1(&BO05?IhMeJKZE;Sb^N< z^s*a=DzVVR?#V!K1vH}n8D=ah$C9`5s>_>8v3d67*1d|Q;CQzOZI3B|ou%D`jYA2v zT~7?t+)5y`Mqq5cUkMz?Uo?DWl|bwED$lBiC3tmBgJyH16dC;mQI>_VxL^N4z$MmdywFowxBGhmjn~V9-A(u9BA=pIYM7EF{Km1S{9XfZhu4dx(u50top3Oo7D4rU+IXJDMa7uI`3BE7&gd~Sa zC?4zHxp^@OY9^n0Tc2j*FHC~j^Rh58zF==id?uXj{71u!GO*y~fyj)zndrT`-gLv& zEO6Lz|MhF+V)(Svd5bU-DxKp$R-es--4n*#oq7_4M_VR#cVO+z$84N+xHf!$ zAR9{O>*qxbX2a`NuhZ^+}czLGr1bcV+&-66wH?sUeB zITDsyHFP|XAwfFhUK@7}5eM@nLBh?suyeFCOJ7UEtIJD&%eIm5pUHkdds-g;`(<;H zmP&?%wf=ChVqLn-eR!@5rloUv4+UY+Y z{E~!sE9ZB3SLdNzfgI=hnvBN0`S+8y_PBf0r6hLRQMCJ{jd^Auxjd$5lFdSnvZfr||K>n?8 z=7V)`gBj&=K86!o8rp8;6FldxV735JuZ4%dT@B2~ecx~5EpCKgrH*C4GD!HbDP4Cs zA{Pb1W23eUvhi9h=CH`=EbNh6=&;5l3(cF?9a+3C8;$y(Yv?{XXe)la;!0yKV!AIR z+`p6s&BZnfucgy*#&)iHyJRYqqA}U&kp%Ck_{FKAcQGsfS#D!cBI?eEsBWjkV7i|KATnvQcA>&Mk(%eUJN$rZLojMkHX;<2eK=lM53iu zTX0;Sa_yEr{Wt}? zl`Z9V&r3z1TB*YmdMc`2WIh`^-NP}@t}mG@GqBSm{XpTfOf(lvW|;`*K7?m+}*TxuFIrhxk9D@80cALr*beO3%CK=#80_wAk*LXqa!B7d|P z`t=`ko<1(YYyhA4CZia3!oFW678gTOba=AWx8Ox75)#uMU2`sn@-Mj?;g>70MrznB{C6cj==|B0{JR3~CKZYq9Tj+{Qz}WJ zRzPAP`?KqgN=(U=Jr)Y7L`cM&$UMy|$jZO!Y2HCa`^-7fmI^AQ3Z89@Hl^XSw^#8F zV*WjQAk$g*fBhArko|L-2A!NWpkX5uT4&^ejRsE1U!;1<1Teo)~7AABGbA{U* zLZ=*#jeUNih=ID|e_y-e2_1M^^;keLp~Kv?yhOSf&~Q-<%3H?7o*f$;4Gfr2dTgpm z&L{ZAL6uV3Kqgd*y~RHEGQf4|SAV*T&|NR+Cie#EIPq95ZBaHIb|)+4{t>u5$oP2p z5FIvO_ANdo$iRjx!AbsB#Cpd^?N)^D9u28zc%DV*McXe%6hgn zu(w5v@4V2syFY~IZDk>Ak=iDkM@-DydaL%uyG~bRHQVCjRwAF*V{%m4)h(%IAOvD z>)9_u9~CxA9$RWpZ)HOwz1V5l=sW(pD5;l z-7ixmzMhMXJ0iX-)^qSTQ(eO(fCH0FqgR*tb5Q%~SmUWY4y+yKOFidukSVgu7OT0~ zHPyPO{1O+&kpd2JZ@3t&7}#N{U5#f+zbEI(RpZTf1021=1?Rbv#8-mXcFIQydavO^ zB4@;Zj=&q6_GD$sa^YY1Zlx8$i(URoFOeX4@9lyI${$j>cyV7$H~1$Ptg$QgHGN!+ ztGF!G*~rBT|Au+at{nI_$h?Gt0iQK{BK^_RDhMzccID&NCcT z)Sgl_t>VBZcU{2RJ`NN_&5Xx=2|p4_??ftbA(xt-tm?tRqm6khhrlLuZ3Xq|9X9y7 z_wv%5+1OiCee`bv8`m5!MIIpH&60F>f4G!`khc$6t86%^(Oe>Ng3ZBG>#0CjZw~G% zw&oN~5q?DcvEEj}M%sISig^kfjvL!nTt!;eDen4fHftx>BB*B)W!b)i2vN__({`dazMH+ z*EUS(@qn-T_UGETP+#;}_l9*fCO=I+D<7+dL1%n*`#?2DSC3Y9T_$u%-2NS}JgTAQ zCM?X#uEyihkNf{VsYckjLpqjwYtWVGoE-S52125x_8jwCc%RsINbhqkRIDne%dXXd zRAs5mkgSK|&5%o3%sMpwbyNQlS_kd&N*TZ4I&_$d(WU~h!K6C_H4IEx(S^%l% zY@Lm70MUt$yUa*{dIs~$IuRb0r-dvFIKYEqkJe%@Di1CV&Y{=)d2o+%?E5ak$3T~+ zzU)dq_O|FseR#`*r1zMh4u^+?_|foLCJ(~@M7~SEuy@kf5k z(QjlvjxtB?h<@P1epOPB_4-D<8_~CG5NbqfZ}B%0_-GV=m#&q<*(TJ&Ya;sy8 z`KWVP{#lp8hep@_GijIkaQ#`l`4-{NE>mT@<0tqCTwKc#bKoQPsPC>RKR(oVbc?LK z%7?*&$ZYFuJ~r)MMBNm?N5%3VG3V9z2q{)qv{=VSd~4(ET>?YyWM#Y|&?|1K-wP!^ zBJ?#~JC5@4pfKp+iVJ)!O172n%H?Bh%QxdZ!j4_4y6%StACZf4SGCRKV}5Bu)`kx} zRJk+lrU?{Z-J-4ak%zW-?MhMuJp7wUn0YnGgQ((g^sl9SILEF%ymXug>$)9E!!bOh zUD!{J+`>bj&WwapFR)HIRy)QIaPmz2#3AxsoV;~KhZ*3yIN4q72=J%)^wl>QE9iIlt#XEhb{Csk3o47!28h zVu>0sR=mz0>Z!)~UDqdrFNk;IUVA31yBh4PBk40AtDzeZx6x#N4eGT=gOki_a4aI9 zxAAT@mKlDi%N*e%u1$SOA))*0?zp&#yKwPY*Jx6Pc;7F%DGQ|3xJZ%t@pJ8Iq7Tlz zy(*BxMZx%t=%XGk6j|IVH-&0k(;oA>*2~3Kz1l5nH*gUV+;&BW=+_UgwV3&xJ^0MTBth-{GNJ&1MdA1=U2KF6ZKnqP+5)7#Ech zBU4dU#QN?zBkLkIZhFSsxDx&CTlH^6uLEodK1&#$JxI)n)QvxGnz5lWnz-eT8yhdz zoqZ&FkLYKs>V5^avazR4)_1Cn4ZohI)5bz~pHidt%1I2j@k8C)=55 zcs1*(OYn~IB(}3^BonLRGY5ZFGof&7ae;I#6E}sq3*0-IC@UXQ=gYBR*ODKYZ^Odl zWPByT zU(^Nsf?OC_B>W{iK9%4PuVyb$KM}Tm+@ur1HwF~E`f0oAu(-K1CTX08>sl*R+~R21 zUSw+Ce1Qh2BvPN+61=c!S?S+;8hlo|?>1UW$F#^k$~HS1mhWteWxb|C z;AzrBtv6IqFX#Mu-$2F7XAuFXK?VEm0ma-2D%xb{$3^X>;hk5~m!V=B9DEM89w&I` zAKQlTl#6sMyI{Lpy@>|#>Xjc1jc8Ce-sP3mL&ai)2%o3~Dys5a6jXz#$eR^CgG4Gk z1N!5|`lxVND%+{QorXKVCI1$>((wF8q;gy<4Wr{ep{pL#u%&2rp3`S4mbi30FjS-B z#SxWO_sl9xUbzr_M7s(TV*-w)9hKM{pKc=gwi0VPzG{T+uR^bQyxiuJCPVX5!LOlwgo z=C>ao8S5>@4c|E1cBwKL$U6Vzg_j|6(EmuhLOJZ)k_CJIl%s-bePiNm1(pkbigLS8 z?5}MJtCT5)ZiV2T1I8r?8UAn0=fYw+vrEya&nmzi6eOW=^~uhdgfgqxyWCwfGS zusPIvuRviT44exue=jM7W%Fe}WG5v=;*a%xgxm77bnFh79sf3hq_nE zMKJG|IPycL5VGNo53EHBAb!hvTkN@fOf??XPt(kYec6$v4|VdPX__dmtd|eBF5%{- zRrwg~ytq=`t^g~%6z}d!EgeZJpT=x-w`ixGD=t+v1|mt9rRJ+;A^OU(b~!4Y=l1Fy8MeyHeLnC{*u^}jjXXB^7l66 zV4XKV%=t`-%|0^#0-c7>XI!RaM`aGzc=ja7zk@4ck;lZ&h z6#TXiD5zHm z#xzgx!$G1Rnz~k|-L=byhU|+%6O95$@hao`hbYjxA$aS@G77dv$VYUGQV@34(7BRC zhT)p~24BP|n5;NCe>{|esj`4r3+H_Bn@;GpEG&Rlce6ope*wyV-K8hE=3^|+GwPcq z1+GJ~gNI9q`q{rv^=v5_D`MskTrDHRS8-Llp*02NdD#=uvlP5ikyswTyZ|NIA^*+~ z7ofLuyuo^NAuRGL3%$IE^O|+_UL2=j=gHMgHcT=GmuSZxFeW3`{mFFJbuzdj?j;V@ zWXShgu9|;}f|;VM$$vQ%bURu{|CGqbCf~hpoHyiSo{;&O)`eumtU7Bi>O|z}xWl!# zdvY-_?iwiKOysk){Z-$$EJ(}DOAWl3jqA5B{q!p*^8Ku(Us50kSrLVg);JLL^{Bt} z>WM6jy5*T43%!Sw$Mscnms2rw@ogF>JPB{oTUz6w&Ogd6x)zN?V{SKYT!}<1f4u#rfSbV3)%ER;LFmg~vig8n5Iq0R@eEZ4gFl|$ zwR7EVf^CaLP*j|0hgWk5u|WBzOO$4BY*8ypBKE3*Aa6=zaJ!_bfTlhr6>j4ia%`bEKft+ z3H7O@v1bx=Bv7u15Rwir$paucn4>gh!$l*=&Fgr(vU1L zl0%2MEmJT!k-Hela=3cq`Uxpr}m() zEEU)6_(r}yq@q7~Hmt;xihm0OdImRA(J;38b%O*IF|)PIEuvJMzndj1eVPi}!&{;G zoQgyArqy1?G_+fE2Wrr0m{{$lS!GPXBKJp(d<%isUpG-cQ3=!(dgEA^&_ zhWnorjhsqoaF-V}E+={J+}aIarfC>(*}rw_5CLu7*sh;60$pNJPO$?7=H9K&c^X28 zsf1Se9W#<)*Yf5A39Kn~S-ePuz=~oMtYuPB*OtICEtONk zxis9_#=ocjE9pnW>kId?sGz^dPR$9X;$A_C=W#X_pZAYCyS}EPea*ef3(_?B2EJ~L zjiO;|!OBl&ljQt#CCe6)e~SYzywagzs{eJBLOU6sk9S|HlML<1b#?zih509jx(xZ= zXOf4WT|h(W5^<~WH3X77MR*ls2-Hb7EIGfEj=AlI6Hak-cuKhW?CU1|N1xG-wjtn= zUeb1xO?>;vq?h$Btqp>A+lEA9!ib&!F9jp(6S&}n!ToJQz zzv#q(;zH*;rRy1JY4>@v$B_<)y;4^>a&(Bk6MnpPn!rl8(Lo=Q>l}@@r5Vs+m2@qZ zQb|YO^4QNdLJZurp;mnNW8jg^si}qi3>eA3dX#pE3D@6hOV{3KVDQ_|gJJRv7(`#G zn>fk9NloQE!=2=K<*7fRF$`EYyC@`gF);s1tkuGXi7g|hbHhKFc;3_Ulj+7nQPPMP zagzm_kYixlVitBwNsF$mW@1dD>v>%j6MAL)R^^kF=iRGO%ge%1(?Fv+R~B9bNU;~S zvA{K$v3k6ljh&7^=M4hc*dX3^J>(?|2B}w^cOGNm`{a9Vl}#+1Zqq5hvWx|5oxT<$ zX%>|B+J?toV!WA5(>2TdZZFbHSz1GCLN&?6|)@;~opsJ~d0r zf3dLlrsNWP#3(SWx1?g8f~a!|FR(cqh~9Bt+6OR;eh!huq)QQt`W7 zay)tT<9Qi23{BjA{mf=#v|jSSfLaxLbX+%gq*S3i+$mmSaTRviwMJ3H*)V$BQ8w(( z#>;$99|;{cVt$GlTY9i@_X2x?Uj!R!87ZSC-`U9Itl!gMUWFUaEf>F{SE19*uyl)J zH3YhqMO_-JA$3`pSSSblV_ zsR~g_wO3@$S7YIVika7|YS3-lP0fj~!BNpqJ*tYeXq;BsE}T@0DWB^aZkucIN~ZXj zZg&lsT2ZG>e%7FR%Z+wz(OM|ASRC7Vp%#ny$C4{z zC+?sg70Q1c9%?rrZL~CwZ>SzZZTBO@O6qaZIqO~D$9g3EVBM7zYJl=C;@bWj4G3Y3 z*gl+UfM=|&@BM3lkZvVad_4!j!ee7wtT@m$PT+>va4;C&bf8F^0~dj6t0r|0Sr>OT zq+j45Vw0MwTe@%|GJ&q>bS`9s6Z6({ zxR_x3rO4)SAsV66n~}lAtkuODCizTD=NT5|arqUN{X7>B_-m_p{&2CAcce9sw-N7Z6vA(9XoP&*p?X!hMkqwfSY3a~ zg?J~`^RO!yua3vxzADFs)4guPfl&@ZE?@Ci@8&>)vuo(#Fb6p~6(WBoIS`AAdGK-# z7h5F<3M032vB^r7Pt=eLuWw7=-+#lwO55;nDghj8}aTn}p$}^-4k$3Lezlwv2m;b(K%W~lS?!}>hr2p&M61j=b0sh6xQSW9N za5%!7m0{U{n!*p)_{lim`|w*b`Aj_&IzHXyKUt4vsd$~s7wh3mFZ=M_w;uNVsVj-F zdYo0-<@hze9-fafE2Zt~A(B7x?RioiOv(;0Q-^C|)|YoFAg~tS4z}$Y)T@Q!rkUN! zDz!-bo^jyX>RP14&ua(?*21YlMOe$Y7Q1?begz(_MP#t(@+g5?Fphk2-C#iGGlx~+ zQ&bK1!wk`l=GCxGIb^(OZ8erjJeA%cSPk>YeNq!*)d-|&?hD^jjsK#)58H38#$b(l z9M!8D&lIxOpRcJxOt^mppGXyMzKc*%%V(poH&ad2h&;Cq!jt1m*vR-WBJy+<8!pCC z%ym22V2H^1=qr)uesbVI^f@-9c1hQ*Chr5vtyQkB3>GY$brrWwF>$mnuHcv(6Z`gU z8FpL8#Acp<3dIYUFtAPV4g0~swga;@KPMTGZU0#GTZoC%bF%G~YD|1d1uMnn0W&J!mc?(CIn9LpLsr}Lg3OmpC{|h2;`R77nL&!X!0_) z{t%}ltx7;SMS_lR1EOP&8|c{n#LhB1l#YmdkzKbo(m~-=Jj&N1>*>x%|9b0ah&%S+ z=!6FiohQ#HDqGWVF^Y;hPZ|`YeP|+gX{d<`;5qY~2K(V^ou+*Rb_P9N-oquJ=ksH@ zL66io2mbr^v5|)BZBw0$D>O1+_pUub^6S7iuK_L%dFkDBLvr3Poee`MAfU9sDlSTf zj#Wy34rh@5IQv}NOJ$6#$7@#@2YJ#F;43h?|2F~KsrmiaiwJZq@;MS4O+a>C(^q*1 z0&m%Y>&8eXxn@T^IYGc)O65as9I4YZi-{nzK5HJ?G`OLH)NeJEU}r^A$Mi2OfBcMw zFnzX-(B zGHu6?PMV}HnlfB+yp{@eHDBr*3o42&ET{CXsmQ#{BbI7Q#o_mQ$uE7VD7qYT^KBUw zolcg^P79I#++ltF$Y(0_o|cB!2vSi!u;kLkZIzIBu1eOJtiVaBxjihI3eZoLe<+Ws zfYUeI7@4>VWGXkAZd9s7q0P5t8Eusq&>w6aHmBm*5!odos+Bk;E-a_zQURBak2d*n za`dlTar=W~IqEw(drl{nV_L93KUBQ}=ggTgVwWoLMPTQRfz_3GylvZa z=kw*5YUN#VK%orW_Q$HKv!$4RmZ)7BR|?8(WM6(lDHMe_Q;(~aVRvRlv1?8lIMQl2 zWUrM&XIa7EJ*_f~->CYYt6YlpHbG%qPn1CLgxTu;lO^C8`LD6UsRUz>R)jo%QG%ie zb}EA}OR&<+%+g$^6ui`l=VPU%h?7z&J$R`E963IntJCye24fGb__s%WLCyx|kv$1@S)uAFxK4iAJq!i%G zsiYBy#(ad0Cz#Dj<)dC@)7`F-JT$RXOTD({<6zGHZY1VIvNL_likJC#^21te!lwYi z+f3O%R3kSnR}iXZpy17G4 zvQTxROEs`H1CzY6_8CqYV2MtI#GcN;k*gD+2xY-4@X#-JP8Ke#cq_!4lMRQH)T6Rp z+29B#_Nj_zf$wM7V#cBjv{{jEYPeR-m2}*M&~w%!%+_8KI;0fe1uHy))!*!<2XL(epPNNRoS z#U9njp){ya?rMiiXTb5~`QuBLW@5@(y@7Hj3!}Mp`ND^?K{xJd`qV+%x3!}E zYDNaMa{5f-4nIKc&8Won|D{9pq`z^d`2#5L@m=dtkb!~hSrvZKOz5ucJKc0C3r6E~ zPKQ}Gw3;b(@Bd^YaP1~XOW|w?$d7G$dNB)18YZiL?#{y61eJ5ON?C|?YW`UAJ`2*# z`eww#~z7mQRM`EyK?8o#8k61MS2y1EC9Sdin>T6%`g+V_^NxsA}2>Xm& zGTskdg*oeXsgdVJP>bX9qvkFmS-bPYj453cT~9H6vRZ}V`q^rX1G%Xd)n@}q2vcypceHh>b8W@%A>)t|E9;#qxL zM?XqT|B%C7OD~G`r1AR>{)-g8u<1H?Ju8Z1MBG&Jn@g0>VQVHTnnEcpB}!Yabljo* zu9KIL{}oM9=-id{aV~}ubKhRAr#qVBH)%Ibt7 zpL{fXC(gie@6zwL6pZ0md{1^M;{Zi>R0KNGyHQp4wVy6^26=kRwZlJnK_N~;xH8_`qIcR0mrn2cjw{Ki|p7s5?TPlVVj@8&qr{U#r>;X0Z2jF>8 z6gcUcg=J?3Q`Yk5pvZLLpIgS39MgEX?e|L>82ut%&gulNy_x#bSVdqwY0o1ecRC2F#@LZz0%>b+ijN&4 zu>bl$gvt}(S^hYCPL4pc%gXnL1_aKteV)BbBydMl_mAZOfi;Ut#%0avICsP#r?#4o zao>>2rJEU;$rgS5+KPetH!Jh>YU%jAJ@&opB07{G8|L05*9rN()j)#O$+e%PIcZ-B zlnly^B`u~y&vlWPnFSp+3rs(U-l2oqG7}^8n~tLa)xx#L zD(C*H8UjmNS$@J<1lB(jirHREKziEUb;C+Jigm*;b=uPLsp+!AmmWHLhK}3&f23p9 z>tl}3YC8TJl^o8EAkg!rywP8iz(Z<)OUq&cp~ma4(MVlBJ;3{8MHGRTGVW)~NuAyB zMTWLcj*d$jT8x}#Iu2_Qn(xWJVKl^LWrqy`>k0|y_8(-Nj3Uk}XOVjSPuS%~k_T0> z`{g?t0#e81npP3Wn%4F{N$O;yySM+2{3Sr;EuOg;OxnMuoJa5(fp#lrK$7AO07P2qUd8JT7Bl&jvN%`t18l;S_KK;~9gKO&W`M3N8qHUBDXmQ^P$03w9?%2 z6Ai24!`ci)2)HP^4S#w->UQzcW$w$!_@(6ay>=y#Ea7tYUL_6Pyur@`eQC&$xhH9L zfQF;lwAMb7wo82e{z#pUImxF%+ePKOyL(Z8O=& zcxLh@^AS*!xT840p+U&yNm6qpX@BPHP%SbZfmY023S|Ga1+7;Pk>^Kq)d*MBpMccG z1r)VG0@sD31#EB8VUlHTG;T)bBVkovPyRQ?)NYusl0d~>oGU9Q^EpPtDCIGM97>Gy zL(-mqQIo21iFCYpuAzTcgn?b*ZabGV7%*-xPt{drLZI!AP;vkRIa_mO9||&1oGE)H zYL?9JVyBPgB!`U$G$e%>pn4C6eRE-8dSS4A44r{-p8>~Na=uLYqPIL5Ol(-!uIsUp zg_|s*(f9}xHR7#WJ#7p~#WOrbLKx^`5x0U#t{7kjOeD7!+CN;zf{Nry-<${*=w96&mh~+7d=huqw1S0q3HwHqBABp$+UIson~7Tu zp>OAS8m#CKnV!|SY>IC=Doj%xwg@2|1%EB?*I(W$fNw{2(Pm-38Z$0QTf z(wSzX?M(QeZZ~A#V?f-b+QGn{fhN~9x329BFcnO!bsQPkt)}dll*oX_Jxzmw76#5z zTm)s*nFu=>r9Va5;rC~ve=nVmJ+m^NQfKJ!I3lF6Y&RX5`w4cK3LU+>8r@aNd#=S_ zqB7?K9Xqz`PV~0ZkuvY4?kK~6qV={M?nOEhFW%qc-9})Kq1t#yDuGY$Ue!DfBCzXf zQLkYzf%c5u7E4D6D7W{7w`d_RITYauDJAS9hZ(mTl=Zb9b|s&k#)|C zXJFfK$L;NZ88D4Zmpd82gsr2XMVAW`28v(Zj`lO)-s?#@eS?AO%lWKm0|xdke>Tx8 z&%o15!fiQ+7?_puy%FKhz@0(WEfxgHtTU@c#F-e$^S1S z!0K!2g!f!EHWshU<(;gCt=2+u2h|#QFLcl6yIg~(3)>0f6}8BHB%N)VS&Pi-6*~k) z>u@Thf&W8M9rPc(@a;ZRkJGSYuB77>E=)GRfBk3)7m9_-3AE1~DC`}(Q!v9pT!wGPZIaK4UBmDB zxKK{`>1?aag+xo+x$h^qur7|+xNYuC+z^v=&M*g;|1)~6x{wR=BPXA47Ug0>O#JY9uKH?l~_;8MORg#0A8?zKb zjst^Ti(5|~;Xu4sV^IVz2fGUrcL-Sl6~i-yWS*vwa0JR$))weAg;B%{Iz1~bcnDd(^C0gq-Gk8AR z`b9mi+YB4D4%9=Pz3`9Wd_DNCndnF!Y(Uge^%txY4Ul(Y#C<9tzc27U|Kocd(i7+Z zec;qVLQ{n}8z>#%9?4D;b^9p;;D+|3Twqn*$4 zrvaH?Z=%=B2mh+Y$`iVmTW{BboicOb{O(#PcrJNiG)?C7Qt!8`#%d7eP-l?oUISkl zt>AZ(HBip-_S|@)1~cPnXWX=Fa3aO}M^tz=uqtGQ zq&ru{R$=2SA#0z|Dj3YK&pKC7g$q}&cgfMJP-Upxx5Ksyo=t)A;bCk@@Ee>q`9ju* z)33c`@3J6ZD!=xG3JZUEb4)xaEM(BMi{}hkq)rwe+;EYF{{a91|NjhEcRbZ^6s|~0 zAt99tQK6!er1DkB3?a$L$WHdk$liPJGOm5^b+3C-)+43q7nOt-MJXjaw0`%m=kuQN zIiK^s=bZOE?Wc-to2wdOv+E0oN z15p=}gJO3upey$>koaB?vvkcJg(dZLD$8!aH`p9!@eFY{aD* zaHfGR&x!%sy*mS8WR^U9cBSl3I?P{rlVtDF5!X_G+r*p>%YIGv-+pwcO&EJ6X3)`` zULb4wh>pz~Ke@O4qr)z9@5oBMdU)5oicb8G4y)7jdwqg*P)F4&TB$TV?F`edpwY0( zX-mPR4Gr$vT(W%mG;H}Ao1WE3!&=A6r^`h&NPpR8YSl~wpTn88StT?WkBo3TKdZy! z=Ug7Pzf|bvxvk*HqN3RNR;qzD6>@482Pbl=C=ARl&N*I(8_S&UnQ!ahy{%33uQ&}H zkw3c|C1`Nz+2>N}OocMnsRHv$6dYS#nDU$@gImbt1appzI|ifd`*JCG(fEkVq=y18 z89MKDB^AvkdTD#K>hN?xY3`Ol9Zr#URBv{qz<3SSX6!y089k~gZ_~(VQth*L-A#t} zjN=34OfqB-Yzlm{k`>1#nM3_G1*?MNB}W)k1ifADT;@T6qhQsG#QkIpw%3TZ9w6iG z3Xb~lrCLxs+AkcvSBu0iRRX46wa9LB5t_Y8#-UfeqK(%m;937q?|A?P(n3CS|Q z*KfY{#-bMcgB(^jOxM7QZ@YN!Obr&rnQB>5wUA!c{qSrx8A?5)0qbhWkg_*_^)G^g zfs=z0Ya8U5ys~Qoi?6HSlTM5P14P z4ah;63g$O!aL?w^^PV%c*tu4C;ppRPTq{*`GQ3>{9r;n0BkwAaB|g>5sH#N9R?cvT zno5ktND95(T7^QojHG&J6=djvuZ|U0nmYUbZF;-eFfOnRQCOQRe^$nO)E;{avAFO#@TgI%dk+!OS{EUh66DPwke!tIDYO` z1U0Y>{cEk(KmP#O5;Gy?XbgunP&9M>P1e%SkYPSZMxWYZ*8! zA2?qASAwba^iKa3rNGF$?WQRu5VfOa|*;pD2$Bo^lX@bsInC80Pj zhIZ>b%kRPN7h8^2K(;MfrfhR1VkNep@Yb)y1kcd1MVTr*8Ig(oZBPlJVP7l9ta4ax69OEpN>xL4S#v)KE|gxq}%|Vf#u^bYin$QA7!Nb=0cZPy#tG`A3R}OEKR5 z{LXIIQXCSd7B;f(mni2;n>|W`qJzBl$T1SO%ioOeI#G)C+nyh}?p=(&k_Ww8*oslI zDt#zl>?UN?-!cEoy@_wm+>^#@it&bFwpyxzr60@5_O>a(wQ7d*IgL^n_U-aB*w3mT zDu*uVW(ig}#@s*3Q;dJPuY}SKZ{U$I?eOF1LhO)k8Z3(|gyL#Q1$Y<1wOdDG*FRMtu^2%+YG17OD#4LEn)APti=imLZ;$>`5x6d?f3e$Fh{-3N>{`$B zF;Gyz=(5U(xY;M}p3C_-z|<&kdYzBm5&J&hJYI-U?bF-a@{2GrcrKy+{Y@0Pg!i7k zRfrA$xc_Zhkq^Ja?5ZEjax^u-d-Z+9{Wd-&@NFRZ1>seUz9-5_x!SEt4x1 zn-9U~kC~e;72>MrDWM173t*$XdGkB1T$rktl;tL7;TzkID0WgN*r_uL8O<5se!Ts^ zhPDjo^g8oKQZnJ9x?8LyHXFhPeX;y2bI{h271A)6i{KU6MJ31cp%rTq?3s~`KVP<~ z9XHLuj&;c^6&KTx@5U=_y*>@9Vi(%_xznKQzW>_w*fj8K|MU5`G94l=ii?6y8CchC zzjUxC6S{US{B||jSfpw7i$~@{EAH{lGlQA9cA3pra!(qJnqvi>3zBi>t#4;_UjjDf zyh(8U77zW=q+FZXcqo2qtP~kaM9LdMHBlr(oK4zWQ#lRXVS6LTcVw{ot^bUuXa6rv~Z%ct@;>{sf*EE=Iic4D5$v}KsX7|bU zsW6C3|HzDwgV2z{g(pR^Af+9q>J3GLvn7vQ|1J`nB(L4Fyd8r+6`?KX>tbOOkT*9K zoq(k?vrAibQt-54QMM*J4X?intF4MlLnp5bH(Pun*f;bat(cF(O93;)2}ELfFpO`% zTsYJ|SZJ3hgkvCUwEu=c6nfRg$JM4{P=}%&v(;=Ceji!QMo;o;jmm zL`uP(rsQ%lsdNZQ`E9JFq@cmDbx>n}EId_C%PKgt@>9%|zmOA#Ug5uY9$XE9k;&s& zjo=V$I6;%tEDgtkZqVujQBmN!*?I7)V=M&Swh$^xiCA%^HM(+LD!2s=_w0HZ1!Mk< zJjJ*EP_F*K8^z%UedCT#lk2STuqZ5Be#=D^D;=E6vrS!lT1A2ippA0}fVSSY545p$tvUvfQinQ@ghH}t#)hC~RB==TFHYK{bL zX~|Z0*oR2nGtF`8wHGmkI|ub1xDkEP7aN^6SP_fk)Umq6DIw4PA+ zK$z6jSLQ!|6pv?je0g{YymycOe5`Fr+%uB9s%&tDSS1yzY#-%C=&$#7o!;$6=nI90 zD=c0jLiYq7i+rR@XmB4s;J?QbPM;@x|G0QycwwC{g*^~r#&6{&WFlGhL4LZOGZ48E z7j^#`IACCZ%i*Lh)15-9%^P#>2YM5^XKcDx4 zQb#sjy5~Afa#Z^KB_r`EKOkhwU>q)~QxzY+j>Fe!(-Fq`Fl2T=+52An8g_o}9b0+D z3!E8!KSW|YVC^?vJdomnzVk^j_s#wAPDQm_@^~OdtgeQi4-LhT)q&SOMyz^#mXN<7 z9*eaaPq^9?Vo)<`r}n@z5PQaVgxs5UL#yU1jb~oAsEOD(>Q!xp?rH~}ZTYr1pjYj+ zBF+&~j2ZUbf}Z$fB=pVVRv;9T9XL+qN5G@|bIskfNSIuYdO`nm4Zcdqp%9)(p1fFg z$J8Ba`?dasb30-G&bOR-SKP5r-q$cf!XJ(+Om|kZ1>pqWy~GV25isZSzfzhSgP~(? zee$y*xG?%V<9oU%*cGH#%P^b}U?H+AK-dNkue3E?*l-^A%Ey-v8QFuqy*g-vtur(= zRu&Hkc!A?f&(?h-0Z@)HEg;5&u=Rk#r)gUU$gb<*DxE${#EPhGpIWddjFKO*9oF?A zY@Ih=o>%rDlwYET6e63v2Ti+20vl=#~6JEH_fA!p4 zm?Ks+w1i%6G9qmFPa8+~dK2Q(FOo#+0*I9#^UPGWLW$kRQGYG+1Blk+{pWvDJX!jb zmDX8yL~8LmPqA=yqG}D(lTFhMQ%-X0Y_6EWv2-a|$ljV5e$%bl>*-Ax4US2+8wU{7 zA5Nve^#X{}mbsIM^!*8a<|@BGj_!oUnxE}akp@ID{oad1$(o>AB>!49;DodGC6DKF zec}3+gZ=Na6Wkx4;BnfdN(gA@3eHj+d7S zsY5dAhBvMepJo`@Xf6!YhzBKzAiZ$v8V*<^YprH?9^-edr(m+%R5`P5f%`OTv|KUteov=x9UqJ`jx_a@Hb3cg0#g z=RHE~W1sW<^}z~{CS!f{6x;#9+S3EV-Wb2gJttOffWAF&ao5eiv>E$yVMgyV_J zN9^yq6UE%h;+LB22wtE2k7ji>2!)e3A|8($VCHc7Y`{Giw4@#6IK9yqQZ6&H^wu!s z>l_h^Z3)Kqwq~J=>h3T)_-n>=r!_L!iCNoxQ?Lgf<+E5Yz~XVYHvV(g7?({wdS>NS z{4l?9Yt<=V{OsxE`L-C0QjfMLXZylY^VNRGLk)lIPALs}*=CJyUBkAsTa6HUM$T}< zhrNWzT#*RB*wbgoxSn=jg}Bpnpnbo#wIyCd16@l(JnB zp?b2DgU1hY^IuiNK0CwY&_?aV;R{6QwIpeQU^hZR=?woviU+|tbZD$M+lLrmNbca& zbR&3&xUYn8S`sUCTef^iSZEg!ck)|7y$sP}v+h;?KA6u~;1&`N!AxbrG5bI_tZ)m- zf0D$FD*rQb)iRd|TSv(g2`#R~Jwxe?gDuWP)%^=E6?$xl(D90$Ba#NOvxve!r5iS_)IF@+tz z#PaLMVp9}exjE z2}9zOp|E~)tUDpUr}t|LtG}~Dxk^vl`4Y-g-`szCxfA~Kv$Dyaro?b<7E?I=Fz!V; z7=BHnwno1U)n8^lZP1VxEn6D9Lij9S|9`-D*m-jt;4tRZjT2}R~PE>=lG)dq33DSM&^nVTr#n`lxy)cKrLdZBJw>R=MelW|}8p_TI-sC8i0GB%)F` z`o&@2ToPXsOK$5}dYw}|1<6h4zw~jXLeV>NT*xjRpOn*^j{cW{Y;!r6yQ10f%dO6} zc$R_ZN+nt&!D%ogmFUlGPDOUPSpi8U1!5Q7e)HHT!O&T$QH`~y?Uym0_gIk*ZZ7g4 z-{A~2ZQZ=-dV3bmTD|sQ@aE!4q3W5CW7(LISUPu(D;-v+9QaH2r(&XKkZpHT5}y4? z{T!5*1mEv${Owsu@Lz8xuTD)xvZungh?I2fGwYg7G0%dvm(T1RH3xc1M(g$e=Hci5 zklXrt**HG*#V_M8YoB$BOEMBm2gkNi?mM+75Cy z^E=ORYGq?T+lXxyM;`vDkiB$U3m`TpoPA?M5t3tkoNqJp@in35dSQ1iWL<-f86U`l z!58*@nVa*l$NTMefxdh+?c6Bjkyr@V!)Trrq)Ts$hxCD{6)Hfv{h zDNN4lUubnK!O@P`@H~1ke))FoY8YYhIf;13!GU6oTBRTBQYpdyyT?-ZnUx~E?KoBA zSQ(6UF1snjk-)b}w)*n|2{upvSo4QeAbVW%Y=Lb#ICpcd+#60py#416k%2OpFK=4T zV4?i(ogv2t%kV}^_CMK35<=#^IaFEx2jXp>e;+8v`{^KbHdo-i?mqL6EC zIZpK~E9;-HVC6AlU*uYeRcd#?7P?iUX>`{QU6Trw%uJ~Zt|^BV-D2aEe>wWCt9jpY zmP7Scf$>^KInv*(y-;snf!tvEFYiuPBJJhb_JcdB5O{URj{`@l(bdmg$u3fborV{~ zuRN>3^}qWyL#E47lpuLkai$#G-fG+2Vc{LN)e2oNDj?Bp`XilD2~T|v^$!Zw=s&y9 zy+fb|@h^XiW>43Ehx?8+?M*c#y}M54Bv;||61C0bd=>tabAPI8ScPM!Ze*#&Rw3!` z=483c)wsV+ZhqlJ4LmbtU-U-QBKzn{>mO!h7=NGSH+H6=Xw4z5EjKAx+%Mzs-IxsW znX+D)z*@XBT_rOVPz$A~#5W`sUe);*FF9Td*IQrZ(Md+EM4N_~Jq3To^gde_~y#gJf;V^;A@A zGw#-mQE}-6QSH-S2Q&LD*<=A4t{-)runVK1Z-VzA`A!`yueM)^(V${G@9i6xH&GE= zR9zG3LBT^tiY8|@1wj`S#oh^0@obx9&Z8+R)*bV^e&A9abl7eirfj33=*q5jTMTIU zH+xh3YdjUH+9LxkgJc%Zy&t*Ll?(;GqrSRNYO$8a{N>C>hMsBbGd@o;tUox4Mx3QU z{?zl&J}ne99&jbQT2hhu_=o$VLLF?PPy6=fP|=?=;Ihh)0)56_LBsWAJX}sr&g-uQ zNmN?#d2uaHzdj*| z@HY<{=#-~IY=ZEbm?9(mp=}wxnT&y@y^ms9xXH(D#V(dS4Gwocu>9Fy`7Q+(QIU8+ z}({ST!A(fhaqQQcW=ZA`Hw!Nq0slTaxvQ<6AjrGe8|E@={%Cq~*D)o?J zCZ#*K)8TPslUQ3D9R>!3`(74Sa15W}dPT?1XX>Ig67|^9^K@@sRXqmNG(+C;GCC*SuB6LMbk(_jxc-+3M+LSP8(SuvcuJ2tePn>~xBT5? z76T*OSB6*wG0?wRqW;BW2AtY{T;KhV6{qFP3O)xWwkYsldB;?^baG{BG9?e^6{d$c#JBWHS@;Yy47$T$$+mQ{3Kd!~{V$EVyudxei49O+w=#HneFIX45@)k2nAmIn@miD@ z6EDpQn7rOh3{G2?9j#(Q;_Gw7bTTo$E@%F$WCM&&OojePZGgUEfQrz&2K4t|RbG?c z0O#u&I;XpsNYEUQy6Vpa*MhXHni>;hmllfI`IykDe(J4Y#l%p^vHl}eCbH+k7wZHX zkW_IkHd(U)8-~Iz#C~jmbg{1crqKq(6eL`YJ=g%3T+u#XIuqmkQ86j3_mGSanLnw` z#A3;^M1>s_?@m{^bA~eEU{~^b?ms4C?i-Dfw>7{=|5y3b@CF!0iY4cNX+T5oKRcet z2GlBCnmW_OM5#be#I!II&F_os2fr||?s0s4aUlcDN^f!3CI*hiY%e|Vje(0FgZI1^ zVdAXsfpJqemVMq#+?_TiCWa@HUPv?`uOuP2B9WEvjDY&bb_O~aV zu|D@_u|s@4{DXT6%R1`uXwbt>y0aeq)+@%JzpaPEV6S-Feg?K4G}6+%%z(*X)>m22 zK={?44+cKeL-9RR<+gM^gr$!2jCIoCR8M|HOQyr~yLPxs3LV3=EA~Y-blg<$XVfjT z`YqA*;!fFmD3c!cZOgBR5|^b%;Fo%Q)9JdMWnT~Zx#?*>Djiyv^oN8p=~zd+?fIxm z$1dvgKf8G8kiDx<{;fubuC+q6b~YV_n=ea_KA}V4TZXQZd_9XdeTk(?hyCH)?M_-4fM4u)d!8*5i1q4`qO#T^je3*t+KhsBpf6-9s#}#~AkdANsV~GbG z=x|QvpgK3vaWR&y{JkjaJ{sDd%qG;sXQZk*m$M!NraP|s>(O!9rX|Q{jD`~($qr*# zH1HV(9_$OGVV~m{*yYerXlv#-TTg@St&NV#EE)R4QZ#9&cnV?64DU(Y~ff z!Kb=YrS%3Be34ZQ^1DmHZl`dyvwta={4IBU@C_ADovd#=Z>d8-t!3>Gbt?3Zs_xxq zM~0jR-}g4NTC|l5a8<QTPN5?JV}$~|E1k!G8% z(&m;*pz$fj>=dOGt=G)IbL}ldYmnsZk%1B@xCuq*D&0gyPQ!vHPZ26Rhb+k51sJu? zE#AadfSSk0UFM|<@O1TqZ!jxBdfn=8F+7D3T4!E9^s*4&niht~ByXT_!}(Ji^or2u zM*Ti+n~VNyRa<|BXJA4vE6biO4JGRhacmc0H zE=x7k^ni%h;8T|{BMfix)0_W$5vkv&*|_eWhe&c+@R+P4hCe*K9~bHl+t?PZPmJpz z?|$#&bvXiaJ6HeE`Qr|&nyo>{D>Voa?Wfw3=j;jPl3{W8GhRfZ631KWVGlyYseAF4 zxIIx^kfjtwQzw*r=+8%-%+Wei^*Lj+ADX+wCrte#AknS2Xm>Fl8Y{GnRRcqzpcC=+ z!fI#m@?QGf|I82~wF?i6lr#xt3-68NCl3?;0=JXo!mLqf!_Rgy+Z{o=_r876z7Dfr zQT5qBqF~Ts;!LhjK*e5BwGVP>NIM=BrR|;!j>+-3H_Qi^mb(xPmIO16}(EQt^@_I)S&GK56NI%9oiPzj-uR4Pd&sVEAm-g*Ce zKIeO%&vWj*-*fIc$7Jq7`o7DF@MMQ+urDN`a`C-|6AR)&F9_i+|1Sn_YkV#ki^o7i z5K?1;vA8d%^vdaa9A3CC%)jiMfciY&?@P>+FjjZ?3FTf2N@nwgb+)7-G5W>D6;-MD z+xB>*>P-^fMwq;p@Jv8(y2i-vfOvGPo0?e!#Y05+Fn6S10=`rX|J~@B2$>I#Z!>I@ z;h9xuiNmQFUd{b1F*gIor)@qiYEQ+@`kawU=VWMRC>yH>B|;=+yx)Q^5z1+rn*98U zpsjx$u-88cCv*&G%bikiYb!f`>{Ke&CuFw9HKjw$V*jZXH?mMN-l2Vuoet^>`8`IL zZs3vMCQpr^WI*@{b!l7@T2oi`=LsYuIyZV+Gcp+(7u&W>2Bu)lVRcfe&kcx3_NJ*i zq~Y|dX&37`nR>huXngwR5%NUowN1bDO`YVZy~wYFXMIdNYs^6gx> zdB_bmF6(ZbzvzlZ@jSPb-?>Bob$&&?h8N`c_KaJ;4}j>d&XVCF0Ml%mSx6SO0wce_opBEK_XU67Yw;^IJ9e6NgK<#Y(;9p9S`iw!{+ z+Omr7bOF0xw%Aryx}!I<^wa%|zVJUe_x&wgKr5c>D44-1_miFo?Ii_tC7gc2^ICTqvBT?RWlM8e653ue<2 zcSDHAl;(;}yi_tHvokEP!GqA3R^(fTTa(_d1792ru9B(qky*z*{R#8>Dv=e#RFdnk z@BS~P0K)q@dqbwGACZ!fGo_BWlc89tv1M%+h-G1Z%iuv1$a(cN-YdKU(Y2{Vw%3ENLRoTYKI;Zrs*ViH{7J{~-dwN!so9{^=GT1) z&x4HKS^0|Te7JgV~ArpLveCXcxHsw|hY@#P=8n@`~j`@A-RM)}}n1h_3lT z`IiS~;39WXu>u_Mu$MGq-b9tTk2$5V2#f<>L8@}M@UVYetl)DYj-30v)3Nd<^!$8Z z-L1Qczd~msHbmdV?Vup<^%;ebQ8~W)v}`dbe==X5^SXt9t%>hHP;Y}P&h_8f<7G%~ zSdqyuUJB>+&l8?IlweeNXxD&s2})T`+jf|hVDIr?zq1lb@SXpZ#Q4;0*!0(Lc9$r_ z7_Z)>4!Hx@s*wLyWtU@~_pE{NvvNG{)Z^n-y@QMMv^`$BWmv<{T<<7chEt^aX01>e zTniN=#($SVW%#zu=8t#4+;Hqm_@i=g{TK9|B^fc4_3f@pPgjVSvuG+H75I0 z%CYMA<8IR%e8Y^RY*&{laG$^`;To#UY0}6Lh$R2rE~~2yXa8Q z(J`YsdHZ)g9sUY8dzNpn0PUJNDW_F{TV)?BU#Suw{BI|&{9Os1;)^kh!YeUnWe{nY zUxDo&<~frb{&KF74az_1IK5M%*@lBYrt9~*DpWw^Or+g64$o|^V@Iu6CECd5<&VND zQ9rvQ@|jo_*n$UNyRxdFr8=Ve>17ojxfzKb5v{@>K2L^wP$h&;evy_BtVC(c)qP&n zN-T90sJP1H*x9pcJ+f7}G+?}?q_PUbce;*6N>$^a$roAul4{5?8SAPYYcO+SLtsi? z4cPZ5LqE<`gWP?%VKlTF+5O61l6uv+;@jta_jondR`ee14yne86+N28iXy4 zPS>!n#izv*uQolah1vP2xfd1;j2tfZ^66qg`TOwaYaHEH-7HEmvlf!f(6v2`TC`+Y z(57o^(LHK>Sn*3OE`HpRvF|hkbtScGQGXbickR7DV$VcK^!N6qlT4@>cX#y$F~Rgb z-X+Re*F93Wuk9WKJ~}eI4YwJvnF$qJQp$kRqAyO$e;JVF%PK$N$i#wgDt6)n937pe zlh?KCFlsOCXWUr_x1UqLJT2?6`GujFXaN(}QV)t(?q(v7>%?9aE+(=~mtAe)pt(YOa{8M-!^}E!oc66d!@T%m}pnJ z`QeZ!6HY0C2?FIz6pAYc=NZ&t2GgH5(V2)hpwxG(vuz0 z>DQUiblU5AXOMwy+I}0yIjEi=mca9h0XgCDodL_47@XLjE$q+4fR+2`x^X7n98jRt zUarG4ZvEF2uj(Lh_}{9SbM@GEdb&lpwGLuBr`}g_^jXGVcQta?AtuS^-c62Q(KBZ1 z7diH@_@D89<2sOIdUsOTbiF?h5AQ*U+$ zekrMkhuP1cKTYe=TU6cjG_oG=`z_8z=huTbr2G8KZ}o`SL3{V>WCM2dXGGt9+JMCm z3$4~WH-g)4*BaV72ypg@w1asj}+~2wy!F!ygWn$WBo@~b1;U7g)dd=uvx^Qbwc{3u`+%^~#0M_*-{_U*=D60zX+g7mP zM?X|sVaI~NjLo$Q8 zFIph^JhkLp>O!66*XHcFY1f8p=0}&_yd$Sm=3gL zKB#NOi`LmEvb0vTwDSwB;9!2^v#S4N-1@nq7|yzq!>8D)!B#XGxXxZ$+J=K60o_Yf z+Ymr2n+&yUgVU}{f}<&IxY6M%p>ePc4%|0>y70F_xKD{%%|V&b0bcI0R=6Fb2xly4 zLqy8(Ihj>$pg+82`BJA1Uth;b7+ADn#`t|%uSXli+j2~1(%P_0>9Sg_QX53m`8V32 z6?DP+N9DI#G4;v&*Q`$~c=$qGA6#$6@xdv{O@XaoKJ#-LOlZZ&K*x1!@>?;#dw--} zXDeRw_q4blXobsM=K2%&T43&JwUDQ{1;hUt+t~WHz-|8nT?>yE+!x9$|LNU=^!mP) z+pf1@p}M-0NKp%Nh3LEmC7l0pFrw}H&K9JItkE`m#>VRA%!Eib8~u*5b1QS$kd#i* zrzdgZBlxh83yqDfThsbJm$UKJ%egl3DJKqe{Cp2~u(4Oht5eFJjgG)y)8Wh67#&C> zLZWO)xDNMA^RiK}O=8;!$6hC&H>jz~hQG+P;VvUKV*jrAuP}&>1ifFR%9D*;m%Qh} zVr(#14DpN)u(0L*qrS;178brqc6m_5!W}_d?VxHF_=6s2i@ab#Byylo?guBHpV0G? z#Mw9y@N~D<5jM0nd3V3M#)j?cTXM+)Y=oTV`o?{m1-|v7gFh@;&>BfUxqmMUl^<8` zUoOo;k@+f>WJMNaPVDMkK{&b#gQque@@L<*#6@-2S&;q6tN$X6g)5Rfrds`gm)dmK<5CbM`*hm+3*7hX+_G=tx9B6<2@Gtvw?G-Z36ktG{^V98=m{#Lb# z^B4i*GW17(E&)p`6&_w|0Gh_A#{*4(uU5xXrA! zO?VK@N;%)!1chnig3eb>Q2Z!(QC7Pd>rL*?$0RgEX&1|H?`$(FzNO`BmNnzrh!B7I zP!sl8f6!gy-2|J2s~dhEY=Z7t%gA0w+YLC+}PbK-h?wdo}UhW--sjU zc|WiE&ChQCI8XG;%;RWQL*&Nt}`aassv#}-^ZTPxc&afG~7RFHQ);7c0 ze^@oou?a3e9se}fHiD-qdB>%!M)c|4-nA*H5w%sC_CmppkPE$dNg=lp=LAD5;=eUw zbIfU_!yB7$-;}mFlefx z)O5Jp)q3-IW`B8CW(kro3P~1NRi7w0nQoqS$KJ)T9IhL(1iQ zzU^V);Me&*c2^kSJ^I>m_6`FM*Z2h*KQUlj`D8m2wMcccF5SjeizCBr_gD7RK(%B0 zwO8kAU_JXRTu8JA`%0TTWR+{st>}`>=TZavKW$$h#MU5Adg~jbkDNZtXkqOVo?3*R z7V_UBR09Vw$~W4vYE16uQ`MTU!o~xxLxa&(_&VN_G7wjV@zOuv0urmR=cSI51E+r- z&{LmH_)>+TSLGclR@I2r5dNT`Qw@#OdymHCtMKBwhuCyZC4yR;ghX{KvC5YG>rt#k zo#eiu5amkrKahHL>_jE39(V;?Ua5qC=c!v}-IW;4Jasf(t_spGM}v-@vt74;5m97e6z-6#XIzTl|Y`Z8?#6#nO| zbQvTj)~VTNm4S6ETKjv{9i&fvup3`gjvbOM%j}gobBgXUWuBdMycOfR^ez4l>L>S% zwoaCUi+-qBiBSr2Z?42|Q7O`kCyl;omg2l}cgL}YQryx!nL|}BgUrX2i2a|+kXbF< zCH4Fc^lNqJmWK5{MWW?=uf5!Kv;^ z(W8rR!zB4zPHe<&WDL4Tmxz?2>w2jkyZsgh+@*K+? z?sr_LtT7ETZ0*%Sih1B_o!=9uO@rXZ^}MMs^Kd6u?|7(VKE^N~7lVAT5{fsuDKkC=`$&r65M z5|#Go%USR}pBClvAPa4(;*7{MxnLfR9{4VrhS#a5?C(q^;xreJTD4gm3f^tJ5|L1eEsBkkEr`Fvu~72f zmat^U3b}4LlHA4gbvO5)Aw%x`GDm*u6V}En9wWcCA@zR4^KI{JG30Yne@4z7lueGF z)NKYBczAD^dDe}j{Zrk@j%jU zkT2(*OC^W))6+Hfd6U$1u`@fH-AS=Q%HF2^u4F)ZBVY7`KqBhlr;@7^MjA~Yhxwcj zClh&&tNqV~6OEf!xia^M5jmw|p19UP(pwg9>f_)~{JRYw4QjX&|JYM*Mo%mWMIpsS zrdtcWZ+|!OuW%y%;-9wflJ+M2RzjaC_8k6$+g*b#fn+@F6!q41DzVYn-E+yzpO{9y z+x%qCi?YJ7o7V=B!S-8x+eO1j(0bK_?;Zvd`O31(V&Q>gR5kWDXLKWUoooLpi(JT1k-Lqr zvN6$+wJ4itI0yfxRa&PvC?PB{cMGqr7fCg2V(knLA~OezTP=q|$xQX*=(E4W$ll3V zRlUAYqL3ORpB)`c+8oMXv@D^LFo)Q)5i7k2{jJ3YlLhApiy>{eLiq&YWu!L?dis*R zdOA`rSA&Uu;u2@ihET#QpY2lJ8cHk=$Iq3!29e#%f`3oH@Fh$Lt+lIlA(RCI<2+ij z5S}$?`nl*bG?u-Vm$L8##T^TG=MpkhEE0S=l5^iawUx_+JV@?TM>}h^2ccw^$84K( zA{yxvS&z$36Jbw=R+fzwr#?9TPW*lqE|iN0l&=OrKTUGUKvgh!ckEZ(a@`fIj8}7h z_L?LYlix>nohH4lt3TZyK2L_YC)`HnP7w`y;VR{d{m=*;yz^t$36#t@NkJ=bR6pFl zenDR_1{FVZ2N*`<8ymG6}@vx%8%4-K`{vI zu~g83f19&hvat%0T4q5r);A#(i5Uf5xy_gmIB6oPc@CC_OZ6M$uRx)D>}}3lDs&C~ z&hQ-!h5m*Ps+Ip`P}Gj_9WGWPQjI$fbI+R-O3=0=FRCsQss6f6@7m50e}UX1l5dsZ z5;y&^?6e(HDeHIxbi6QgE1q%LJOp8FYK8t>RItLX<)6scMQWA&=PQ~nM6PjP)zpXw zQF!Pxv~$pd@Jdf8?@YTwdR<}{O?|T_6mzc26%Ko#a3S0C+=L5wU3J&G{q;qz^?^+b zo<@KoV)V#|&kwA>dPOR#dhoxtu%su$n$WlQFn*3W6N=mqTi4IdM5C{6L@wHlupVAx z83!E)W!q8hQUN#cE|^})w6$ZwgORG7 z_3yw`B(AvgJU^R!5CSz*xe#n=T)Z!E<7IIb+G_5H+fIP)~qzT(2ahK9n;b ztGwT29sr*$ciYw;r*ht1hu#STKiGYsSOgeTF{J-*i+W=SOqGM&;&~&XtMYeQ_PuzF z9y{Dp=$M4=>CNuvvr;kqR7K^Jc06nzbWERV3r1%1nwKWtRCpT5<$0a-hFrhy(XHm* z5V!vHr!w9LQ8_5D?-asI7Ly8q?x)BgQe4(2^ zIR*zQJcr+SCqUd)N~Cy83aYi2>7;g~Vtv_vf7EQ^V0Th-ap}4cB&}anw~Z?ZLm~H^ zqMff}CWrsO>1)>^?<{2ZKr{&Q2^+=Q&xgTuku7MCV=!#%xbb;f0^)p!Pp%t`f#oRU zY`IYgT$0T$81V&QbY-csdA={?w9T%be|a4m$MQbb?+C;|sG*lbR47cPW@+*xk)Z59 zm3&w-4*swH+q7lZgNumP9<%HV7)m=pD;7TimW^99Me8JnDnlzI6)cdu zG$MAl-X+AH3Q`#_yNY(T%8m8Ge&{k0Sm~8Xg-h>jy~a;#Na;0LCl8z>?LTK$rQP!& zF3p2ATkm)ieV4oE{et~Sdu_DgD)^H2&x$)QYIzb*x}=GM+hwBvX4yLn6+2=%pgR`N zf0j^YzPK&eyPMFhBCCqky~+HuVFy0ra3Zy7bHiX`EQxySAhRnlfe2i3dTr~MNa#P) z{C?*o5&ETxuPYK)NTISSCx0#5P8ezIUAyYuu7Z zRG!Q(p5avTY5Re+cj+0##Uyu&#P%!_FB#Dko|;8|770l|b`g%z?Yg za~b5so9v(yg6TvjE%vjuY$_4s($UN}%_M2x#+Pts{BYlgsjhQ6E z=Y%heT_OIpVTJ6l3>Ny~C|%hV!ucRMqQRA_IkI>ePkT580CJ$EILsM23X=8NM=Uzg#6&AQQq_k^Bz zgK7v7ZxtThc+Q_>s@tcO*!mN3S@)xt^23O~Wa6)Z3(+K~TleLl2L~5M(q6?y6XCng z0&liP5Xu?&t{Dy?X2u6^OP`^VRFTG=8536tD?wP$r{0Q4z3F@6>t!+WsIbLx6UkK>@MaV{ zgC%Pfxvt+EqIwml?l%O(=hVzXe!ob_{af_T_UbiE?C&wH5U>YjBz|=gv4qCxblo;D zW6-U}=}*61fVirW!*c^Sv^(hB3v{^-<;_hKol_y$WgX?}>=KQ%v4?ASNhcz+@rcUu zjA*>DY1nlBY%o-J&I~^d4nXtw4FZm{{*Z`J8yqbPgw<5X9wom}Y!4h!?;vwGNd2- z_IIA~8(ui@t0+n&*FQz0jPALj%Gmwi@PO&OuBqZEGIx7Hzx8rqj?k z+_^w*BoA`8jEq$Ba&fRneP2^pE=KPeDx56M#ns#`((8J2ajoyga^5vGsLe)f`f8UC z;qAYv%<2OC4*&rF{|uLRJk{SH$EBpCv`AZ|XpvE=bYzrL5@jc(>|La?_r7MfYhJFs zGxEA*HAvQ1WrnEyN@Yd#yMMhNk8?ibectE1U+?FsxfQw~v?3GA4F?}z^`qgl<$~NX z-AwSVi|kc5&%phgR$mmR(h(|SS9$7NI!^D`rw{35K(qe>^v`Ev=H}4g=L0m%pS%)l z#F+(7-bc2AM%g$kYousgMTbo6L<`rEY+P($^W%x9;fPz2x{VD{v)*L7*QH1$Nv*9QF;Hu_uHte@HZ3yVk2CH?ua`7fQ43E88 zXZ3@Q-tQhIMQ3xdY?EN!aV-xgo~q3LGsuVgF{!={IRyx&y{-=8%Ll)}p(4uJJOpan zOMhU=Lvgjlix|l~?9J6oQZmbf%!9?!mlyKE`zLK}0Dl4QC_g%L?nEK7#vN6y(+Z(p zrubO-ViAl^-)ei+TZp)&5l&;}LJ0ilSk^gHfX{jHjo+sW@aCGr5DQa%=WF%~n-oI# zX)fjcl6v^fy#Lmk<2F*_}}w=yVGA)pl16S@slm(7#g1o zw75_XMFqaS{_|yEc{D#hH&BN4c^y5;gJp1;hN%2d8Lmc_y>}8}#&vRPS?Y2*%+|G^ z*d1Gr140MF>Q+?X?wf6`=i|yTn_V;G_p%Jmt{odBAD7{-mfI%=Q@dFs&Ruy@hB+m9 zy3o@yeED*7ugB*yWf?U5*yx zZDT&16;M)C3WiJtLNuNJS8G!a<(LJ!L1!68m&z6Ib}-{u*}3v)dl@7HshSj)ay(e? z-Be;&4vtDb-2~wZT(6*oq<2(+`(fJrRM<0YdL_A7FHs53UIy>ZpU=?L%_E`a^bGus zug0D4J%e9X?2CKe&+uxOK$9Ja+F1Xts+gIsAtN;L{uXaO%&tI@Qp5=Bs*0aGREsv6=4Q{%=a_OG4E>S!9JI=0J%#PH z_^tD2ySYX!WF01U8w}Qh63wRE7ne-~2EE^t*fp`1beS@c9$z--Xutqp;R>-g)(kXI zE!qy+G4MpbEC2U8W*m|{FJCzVv1Ydod<+5FpM?wWcLT?U9%bA;0UYd89Nu~l7(6@| z77+!AZ&Y_Y{(K= zs8)-S33tI6i(0(q*HPoMu0@MU-*~itEk1rJ$==pgizSb@`YP{h;qxf9bMu*6xJbn3 z=6XNJw_gtxOebp4#T%UB`nU#Gwj4eZ2WxPpyvB3Yt{TW$->fP8Qw>^h%z0y}8eDJr z%8_@u1|I1Ry^anw&`a62m2GPc=2WCKJoiiN;hy=H8)0va!$5_RqN7WuXGi zPn2w)RL@oqt<~ zzieSTFPQaz-}H`9AqUe>wmG=dm_9o!p?ECFwiH?JjwiD?OA+sCRB^4Z1Va(OBi`ne zK>76B39+#fkYn;Ys=kzKzJ7cYvtO<*D4lL9z`k#L2MW6jFcmIZ|7o}Y#Qfw7 zW9B@aF-jQ5h3FiL4R!fbfR8+S#^!SQs2VR1-D8r67gqOfj4b4$f5L$0bwe(u^7St> zEc0-{|C+7EKpu2h4GXXOqG~$J-|ogmUrm@7agX-{sk_E97FF&2&&W7NNdv|5(nEZ4@OrK^!hs~xy?Z>n%Z1&=-czB(L ztTWD;vfF9km`m6+J(P(xoXuvTJ87u8oM~U%Lc_Zuo23h9v+(3WfI##_7Q8h_WrSO^ z;ca1bBZg$5Z;jBp=M$N5V_*Na+#wSyR_7bsUzLgWVx^LEBomygOcN(Vw z4d1-~mWy4?0#{gKsuhzjk4<09wY)@!sP^LT^qMSuR*+NUI!Z%8qiz(%Jrhc)v@zC8 znK0sdBDC{zCRpTi9(?f1WY(=gY^WFw_ZBwkwGPto)iU*spIR2CB)VoqK&pNV6lj#V13GT@{o@M-yP8V0iScK)WOLdJjN)iuXbk$hYx z+;}DhLwln)91}~0g}L_DU8AXxdVAsY{irl(ZeUYo=S&C1OP^9!la9^LBm_pkrNV9> z*NRNl6y(+h`o!!=f!`O|wSvc~==;H2yI+!uNw$3x+z+VmGIJdKIYq_FwtwQ@mMIuE z`uL((Fcnk}vt&2t6eM^p$px4t!EpTOZm*N^2=iN7v>c8_JIB&NA=X%UJkxVv35vzD ze51(Wt#LRVdAWf*Bpy1p_WgN031A-&ITXd7gj|jf{Dk@5P2H{htB*t@f^U3GQaci7 zQYT(i`i8^I>G-Jykucc(4Kr}72}jSjRf{?w!_jHw`oj84B!o`eEj|c|!iBupuA+-k zko3Pu){E628lK*+3WkZX*c7iLkP3XO6PP-!i?0FGMcXzy7C#MwX z?S(&af?9WLeDHdoUG{1*KWHYqwEAyxK%s0&=e5P#;G5iZrZ7zoQ~mrQoaNetdS%#U zSoa2D;XuPdt7AlFCf2O}jXGGef2?W>u!Ky{>dT44w$T5cdF9kE3(`U@0(IDh?Em`f z$~vk$S=C)F&}8I8Ce}5!HSPB%x*W?Je2FKC+_G17E8L0VE+<8eB^M%;*rC!FdY=gS z?HBr~)}umUg!j4Z+E?E~2us}+l^50lByy6G5TPAFJX##&tj8kB^j!Tv#;F+6wLduU z&QL6IR`Tq75ExHfohoJ4ddHI^vq}nix8g{%dX?bjZ879>_q3Pk?`R@%bG`0ZL^FW$u~NZJWGuq^hu8;!t2YTTN4tAv&=9CjwF#2UaU1@ z&y$Eed1q^0okXtYWlOZ%CXnN4MRN{E;z*(P%ePdWrzC9N?0U3)1UXh1$2+|xgv?gv zk3GnUBs%T~yp*qVC_BcHHS%}QY3+z1gUYkkT#}I_ zWJ*xBJ3oZf(+>+@Uhp8AJwdbQQY}e)g3M3XG)FS;cC=M5$cM;h_GY@&1rn;FvX98a zAaY84rYmDsN74C0V}~d87{562@_#Z^h5$iJNT7*1kg)VA-&7 zqm{M*nc~_$dU(W8C*A^58o#>-v`N5qz@T7Y|F95DS)s9S*CE=1`$4=)e8I} z!Nku!@HeM-0O<>moOVj`CPtb2w1TZY$(qSxzHe{c$c^$Ky* zOY`Z}bTCQdSE}e{p2zqOgV3+4QAGUv`3i}NXyX21QfuOKG-*ni%_)5nO|HC4Uhe!5 zO>TVJ(PX?aniNzn*=un}66u-)W2*Ne$QO=O`pKavV(8WV$5t_p3{}vzg*p<5yHfVy z=xs?PCnZ|Yo;!)iZR0mLdy_y!_B(n;jl_`*_SajB^J|#4Mna|F&Xu`W~iS@a8B+2W3JbqO^ zoY*~+*l|oKl<-9A#BZtfBkiqodfI^=gdsD#Dz?Fav>!fYNOD~W?@zjYm#i<*{d3V; zN642noKcLue&2_@DVaO^QQ4bZ8RM*bl;J_c6$JZe)Yn^F7(TE~NF+K8}D%8zLmT z&snlsn@FtE*iY@!f-Kv46~jC`d>^%LOmK0)FIKL;uf8Vm`u%VkJGF6kn|nK3lK~El z-*@NKHbxeVlM+KMp}xVztS-a}Y-XdfR!Z&|Xq+q^p7es#+`rw05q>DzP&BziFc__O zDA70F{9$PM=U({=FU&cfSZj8}4Xl4B9C8+);MsuolMWVV96WxVd-0+>%v}s$WX*b^ z_u%H(zkdGU7YqA*MVR@W3&Ng5mzaHJ^wNh8p9nDWowo=#hN3}{E-8ID5N~D{*$Vaq zGVhHw+MlHT(QsAj^o<{Zs9$}^fZIP5ZTt7V>sS?zJ?|IuC)*>S7;&>v&LbMNygb@3 zuf*VdOssqrBL<2tk)pvhktlyHu9C_Tj*ppaTAZ*?&~%G@Y86|7*>)QCZ{1tr~;Ck`Ds2fq7#jm9E9CnxPrG-4E+ zS_-S8@sMMpUu@k|u>Aa}w>vKeb}FK^+Q;JYDfj*4dFe!a4xY>#s7*$Xpse%HeJPl; zx^G@NOvUm*6wPEI8T?OMB&yPru<`qyd$&`QU}jl$YcEsxu$j);Gx>mZ>pJiB_f(uY zb4YSkWeRkY`#(oLO~rS+w>J$8Qn5glQ;6hFLDTWGKmGnCqc_LSuRAOm^H=QJR!1gd zOWC%PpQov~eyaNgEr-gy=dIj)U{?yh3M>@dSxiBa^TMIV_o?W8-07Gal7fZ?-uGE+ zsc@6Fob+jAa>hHoPi`7Xpq#Z_Q>2vy8EU?-L~b%R-E`4rzevUI>!DE&Kd4w7{FQ3@ zGzB4{ua-|cq@vKW(^>Fc3WQ#K{F<|siVt&*Y-;97VC|NzJ+dniUB=@b8vhb8QUC8v zt!)xSe7bJdZD;aNVSwYRKU8D}|84K=PQk6Q`Su;3QxVzewD>3^73|g*Ir7R=pb`Oz7?R9lw^>oD7NEfjhXFyR_SE4yE6R$<@ z-qT)W@@~Ch;?I#RbUXL(GVExuy~b-@6_km?`lnu4iDzQ2i8H*zI1@!+o47rfiN|IM z_KssTh+p0*?U0m($|q4Rrj%@m%pHF*5lTlOosUZ)jmiIge1CEsbI=@kKsCOH4%@Jm z=2NP4RI2f__3otOol!*jYJECZ=!*)hcgaCso(Rjkp-f zQKIYmLbyqA+}7hNL}s7jAH&UsSX{ZjTyvo91k-WUp&onsitM9ujL&I}JC1FomCcYRRAs!KPOr(rO4`A`YX6i{6s2-&t(VXA7=8ox~cEepQ%t&mveN#kcNo*KgksiDTuxmfA=7> z9)3Mc73D=DWJM+9<&PwQB_u;MKp`HRE!1aaC*!dype*8#M?5x!=YN=c6OUc4l@Imw z63}Nasl)L#9^Zufg-?w~L#d>szu7wiF`q15PhV#8Fi*xN8~ZTW%6||veH@1OH8%t= z+zW@Ri3j_MYY|XACM6rPD+(D?o&!-UqaiT;hPt2WBcm#}tp2=;fN0j4)=R-*xHj6@ z9VkIT#FFV;%?S$bvP_HpJw-w2xG&VB!|?U^X0aE?sA4BvBC9Q{wh)a-~q8%n`3Bv&Y7e~jf&Mvxs$jAFW=yNHzIUcbXWh; zN2D}Jd}bf7EwN#I+_X2_h)C?;yRv+j4JqHU(L>7HlT@W8asDa^BD|5Cnm!ta62;e1 z_rHA%BLg1Rhy2CEN#~mPTF)~mgw zEt+U-doUg?9!U=If8AEK97-;htXclBFM`znq6-U|#}JFzJw}p|afHjTeZ&0a1VZ=R zxZT$xj`VpHB}QD0A=^z0*GqhlAje<1g=ns!5U&-iR`Eyu$h`HNt^z?1vS;SFKKE=0 zNl$IHu~-fxW0JEPx*il#xx3?T^qO$;TVT6?&ut1ha%R@D^m72=U>|!+zu-;msEK=L z?43!s^5uzsQ#-=7-_JXK&ttNu`ICo&k2`7pN{x}W^dcYPPUW1`@F9`H>m0r;`I4Zc zZ@ZgDy-2{=u@1>y-o%_7Uim}Jljz+J@MJZ5M5e6oj(6;{CM>Hc>95*c2VZ9GwXziW; zP1Rw3WaRw-_2s#8csCT z_HF)jF_Ikp_xXQ;Ya>X(%4?CXHsK`e?8i~-Z4@GF8gIDCEP$-Z(iI7)^dv#v4nc1G z&ZObVqoX^uy_s=n8wooGkV!$+miNVhq~^%tEtTXT!t%^mOlDOeahujj&u;T38;`|s z?_~1fno~ZTK8!dKmdvS^gZ4sX=z;3ou&X*4$9{12k1%;Zs`llY1s@``+wMQz)qaHY zzntphae>65nWOQ(lt0<8?|Z-Zh!@G~y&rHc!i}_ZHT>4{eMnfzjvi}e8?vTU+tAom zpHw*Y+wQn!Pa^E2dW?qMhyw5a*~cTEWTEz3{mv+FB1%uFcTtr*R8F5W?=vTF<`~lKMK7+t++Fv4>3cm5rUbwxBvsd3Kf9Lh};GUY*DGnE0UL(p>uxyxC{mm6n|$ z-}UaX1>7KUO1^H<#RKzyF6n&$qr4vjHV2==HRNDX83wM|)P^!<5T=@l|oA znCjwQDB-q)ewwC@bN3^pznByXTI+_s$p<5x`d(OLeU5*K%MF@V$!x3a9Fg^*fx;_k z2b)>N=B*-j5VhJEclDD!Y+AM-PlD}IQ1;mzLo+9R5tm~ZB5ex&UQMdjmNb-%nZE#%8b zY4<^4lH1X*M*h%!)#}-k6O2!DI_l>B6pS{e6j-=M;K<~`72jWnAy?1I!JV6e_D*)W zz_4JnA55eG$BSC)+M=}3*No&<2( zt9zKTCE$Yew0GspIQ$)ru=xBs4*Q)ZyZKJV!@_lC_kd#pc+*+)s>%~_ufH_C@zCsg)|E9JhgriX;oT!~ zh}^gIxKAJfv(FrFoBT;YRdBV-zLX@$T|90YE5PJemo1c*87hwZ-ehcOPJxtYWp#xh z6?XR%76PS{p#HkAp;wB@&m+U?B29@1w`(mt?~#OjR|nVd#bh{T3Tf&+PQee={AWe^ zsaTcpq^O&&{!6Pu;IyInfIStoB2 zh)Bo!S3Vzlg)>kcRY1=4WI((rPR`9Zg++bnq z(I+(Qe0Zd9bOjBa3X82`hiI^*Yldi;(ePeQC&k?@3!Yo@@6>2yW29S{TF+0%E&e}s zw?^prKL7v#|NjhEcQ_Sp7*%96P|0YBj7qz#QjUa(hE<_#l2k&H?7jD%*R?L!xc4HZ z_%xJ46u+_(Q7KVMLdoy`^*!f#zW06J_x;8>hv&|PdUJ^~^4siTR`sPa(iE$&Z>wEK zIBgBn8WhWjYiQ4_6}!vG4%3}H+~>-Om8h=Am*Fz9Ree%Q{j- zS`=2lKmDSRRAq*7>>n>6RT4Yro5%CXf&-PuxgnoyTa{EF^eUfh+j$ftPDgIlcF>#4?7zxeXV1Xo(PcUvwQ$a*~%{W_C8f52sQEHi`1WeUFwe3wRK zb9yIwD$@vyZ&@@?XBrvlym!(6dK$TN!N-eHo=!|{(?t#cq?5Vs@N|BcOcJ*B`91N5 zRN~&~99z(pNCK>+l-AA05sk*7s&|wCLqNR0C_)j-qZ}}cAj`)xRX?1GAZcgx{WZ3S zlihN70H5NlHwe z-CgQU!f3lU$rrnm`)B=5^)$MZ_5Mez_Vv3HH>nQqElnPzF-$Dj=B_8%Df82Gbh97% zDAe$cmotzAd<}jYvNwo)4R?PuI_^rozqotiM~f+OmY)a@us49{+E7zs>41)i=O$am z9H91OVYu;{Gww{sq%4-Y0$Uez|6$v!Sl*cLmA%v+Le>VBi5G04n#lD)fBF`Fc9)6@ z9|}U%?QI7q`$G`T)f@21GXlc5N)BAMia^IYeRa!AVJKquoH}3^ijC1C(yzRN@P)pA zseFzfKCX$#o!c3RFbU(~6Y7zu7r5UhDiaUWPTyd@+(d|W?c{sOnT%y-8rswCNwA)` zEO>64j0{08o3^ebpt6XXB$J%|DYXkO5W8w5RTp*~l^e zc5&lg3PQ7ugU{~D!@#=(sfW4ppc5Kyw%(b7zg0Fn#0PRf?R+8qJ8_*%T7cW|-*HH%LRn2hA( z^};iC!)_|hhUYhT^X9?hEd`40R1D{*4ux41LOS*RUDv`Q)NzT~I29M8x*&dMPI@t3 zDLq>lXedIg=J~UqatiU2GI4m+y8yO*rey)r1!z_2NhtnXjGqg?^ct+_=wDvIx{*o8 zH!+UWuq}h(M2SKD`Z9E<{G@yF(qVRdVZvx@3HAptWip-?p<0ldWvNhzDPa{p9t#?D zJeQr;;isedKUd8u5jtEBOf?nD(Aj+Fy&g;q-!Pm~Z1zY2NGJ-Lg}sFrZW%QYWo zIyHRt?DKG>iu+NnN&#AyRxbN2Rt%+|$qynf(hws#$Emfm1jQQ|tKXh4fme;_{ae;F zs94?ZSMVtYZ&>)Thl53EVr>s=Q!GL z#mxPTgHru;bp14mTjW!Q$*8e6zTsuCw7eWx8&U?!*Xq4vmSyNKzOCWCqzv_S(|2yK zr9*5@UC#wEI=EbXBjwY}FtYGvsqXp;e2}tgOBb)e4o+XWXA$K{uut}1!=8I|jgMu> zTq&}yPuUNCDuJx{mVh%yY4|bvYsocM5ze(=8++?ljA?RYf#)X;oHsc}Wd=)NRCjup ziDL=+_0>xAn`xM+)#Hg-OoQ>b2KB>qAxsSQANXG^z}*`!5>qGhaP{sqcb$12{xrQz zWt=L&mB4j0rT0Z}r&7=OTNcAXt|vLnwHRt~f-T>*iZGHiGM=mEqxyL* z=iz<|%2(XZJhD9>8ZT-;SE&_&QZT(`^}QmvCdPdf*6%NoT}7j3c^n(yx$a(jXVz8u3r9Z+}xrb>}*59#T3Vz!7+K* zzh#xdpCwfI4hV^Hu~&)RSdw}&598zM5vwvOkQcR4Vh!eii`iMx6Pty_SwA#t?`9xl zb@qE(cE0Rp`p=HYAO6B82QOaU;dz>pjgCW)d}AJDV&;3j;O6mkxchSL7B5J} zT=cO%#>->`SS3rJIhulZCYqeTywdS@b(+lncNusdpRoMsUN>~Sf zI)tdP$4re=ut_VqU|Ki{Ca=G`eVvZO-De}d>pK&0vw+`&w<-zegBi_NA0=VSg%&G5 z_P-Tz{b=3$Rf&);muBwMk4F%15bK9R3=V{r>t;L+$J|QSwA%PU#Au9uxUUj|0Ug)* zzVp#AcQKZ5mWhSA#ZY>SdmJK%Bq^hx;^3wipRIs-};xgCcrgXOS@-zB1+e&%}6FE;I7BC z&|>if#CA%KsUDBR7rv(YwZqYPEo1S#wXZoM=8NSeWRKS0|il?MM9K zrQCS(>4sof?({ugbut)kA76)*dIrOpQ||T*Ef|Au^J~q_0^rf(yN9CX1??!|D$X6( z5$C~sX^PELmS)LzGrBft?4B_!HS@rhsWM6J{eIY8b;+!A$PXRART@U51EB3z{`-S6>U6lAwmxv91(BniccEUj5QS{ici9CP+)g} zmk~IApS28a-wr=v`JlufYDCS%l(YK15m77F_P$wUNlx89u4_4GPbjN5j(jR~B$Q=a zETwf!NZe1lh=iRJ8eJVPN{Zb?b9k-f!7o10o*i$tn-0LKN6*|1!~EeFB*;IX;swiv zQ=2~y-a^O6sFpvUJ@Ea}LCN}?w=gwuO|9E16j29ka-6cG@O4LHE8n^pXv}WZT^Nal z#_!Y^oq$;U?P$8TZe0{KO1Zl))kNUA#p8y5E5cBHe`nDe*D%~3Vzoaki2>E&)~BMh zctpu0%_YhvVC;KZgpz&&Hco$B9=bmsZ)eZ_C^`@aA+cZXhM%KgP1XCw+Zzg_u_GGH znou0`zM^>HdMwB&cXnoRJd6#l_c-vd&wt>HywN}+$W^;@?di#IkN7OZX_SmZw}snJ zSSRD^ie@w6=0wyMH;?(KC&M@7sNS%421L(Xu-6I9f@^`TU)HN^ByeAo-Mk|QE90hw zmPTdc6t{5H{tsEWpmj1c^G*ho-tUgGcFe%S^t{8*>lxsWRXxJmNP(=q9*?s;6;Irz zq^9@e<5ge6;|#L`P;7N*+~fI}e!Ja+_A4I&kFrxHA@_m3%~QcRPQoF%Je0 zZW~PODZoJ$iStU)#lWM$(2H&*aNa&sd8@b-!();>O5LUSQm|`#&3p-RQYFv+lPbZ> zZ9#o9AvDyzbBUVaE(WK(4E41_5eCK0uV}^>A;kCoi@2ku_>p=n@cZF1TpC@_FG?@R z!jhk9x~3I)RdjDMJ-z~4SKII`J6-{mP4jP`$yMNSC*|S8&*iXvHl}lBwhT+S5-S?o zD!@_Qurcm118V;&-_1KS!11u)?xL3rG(O*!X06PG{hsCzjE@X#XsaHTt7kwmQLd{$ ziGe?D>x(%yG4M$IO`E<11M4L^3)}UWNUZSF>*r%Z+w7E!k}(Sv&)VCQJz0pI=}>FE z$-bkaoJuMA}{1`Bp6^mN4ncZz~vBTK(j2*G48fS9Qg!TB zHVcQl>;z8dvLL4YI|tq@jJ`Q9O2(M@@ue=-j$LQn+MT99tl9DRkBe?}ti&nD00itR zhvEyTO*WC`;C=J)RmA5?jC)M*gkE5vn@eLzPo06kznA&7v-_92Bhb(IT8a0@cjX0* zDiI|AD$1W(0ncG>$MaL=NEww>cht4NV1@9PTKyKI^pabV!Wl7fu; zzD#_!y3W6i-A_|^^w$(~77mh%fY>M&+-D}+M$%b0H?XxSV-pKUI#*wwOJQQGhQMtz zFrl6%`tb*0pjzn4UFlIKl*L?QV-s1ZDt9#zcVc0^LaF;+Hx?d~dqb~01InM0N()vo zAa_wYC}64*Xg$MC5-KpYxMX1AWI2v8!ynf~(Xqd3a!_KNt=lfH)#BkVfk@-a6IWKz z(O7AId-*gSg@Y}cm6zB!{=(|^<8;JZl(}UvORHkt(y9_G5i%b`k=rAGURLgngOjr!vSIH~eoSkZ+F+q0476U`J@d-b9{hC9?ncU ze;d`z!%Y0n%)Fx%3{pm@&GET-u4AUQGcyYf3Oj4k3fMZPVAHq^GYwe+!wy>uGr?EN zw|mcN7M?nw5#+xO`#X9z;`Z%KyG{Xx4^V&32C4qm3{=fY(U$O?!sme_U! z6$&B0e{Atb%AvU0^0fgFmJ(Z;yEG6sg4HW)#RG8S>Yi(Rd%PgG&r`6(=mxr-+^Fgc zSFzi^-+R)>3>-aYO>?sj6E*&F-nXVoa8BB)k~ri5hS>h6JM!85{O^Is+b2#Kbs5yM zGrR~v$-ggd3Z7>3bKQ#77nO;i1#!_5aUf;KqmOFDx{>PjCQ*5N{D|OyX4}vq4|1nA z@^7)?Rnie`H)Sk%jf|}1+5Oqvl`Nlpw?&rAg9xrz`1#?s58;TJOm4OeCK`*fSlvxw zWYqS6aI{hsdBO4Uu=M>n;z#RV;!TMrYQ_`PhquCrV6$4netHlY%&j$_{T4`QQ>m$0 zJ%L2eZPi|Zz#!7!giCVleU$UMJ{?OViO{Kh$FTkw;eS7$uX4chEfdiTvTvlU11zq^?>iBi9-VEJ!7+z=Tjo7dnwcHel?j0 zpG)h!S(i%qyLemUHl~q=+GA=*c~gm;%!Njmm;}-|ys57xI))t7W=yEl!pY;A{d4V? zLdcBLiwu$-Ov>m3W4v5pME>XAGwZ*E5sroHd2=J-Wc{$Qw&CMQ;;>=mY4!L(vZX?` zf)?mO!nXT(gt=WOlmMrj0^aO-hKRTHS=$kgOz}OB&)X1*WolwO?_DGvcfRIy4qYK? zOL-M$`CN(R`wo+0K?lO2v5WlIrwL0z3`VZE!=1%94@{nRf%3Kb{nlHqqvOs$cm25}M7;x6&9K_g{}aGMH4QB|PXab#X*@{lDh$!kh4UCH1L| zt@pIbqV!F@f)P_N{Orq6C{`3oghqFTqf6+Vpov2`{*-lHJ)sbR1@Hg#R8L00%J9jO z$L~V$wj?>Rt0@YXBW|Bx(ie|3gYczAQ;Bdr*+Q#NO$O^S=aWRu6mZKbRw`Xf!N<4< zH_u30lQjwFqmhA(-ZHw?{q!wcXccr=K+agT+{8_4ay$FX^ zUUgh|q7XG{6Q@Vy3c%sCsNePEe@oh+ac=cRk9iR~ zMEiSdr>07Yo{DptBINiR z3VN@v{d*uH7i*JtPQBC4LKlZc4CnC-B#ll<#r;RY?9yk~0$cMzjSje`nqPnwO*;L7 z7YmW>kSSy{Q~>=tpKGB_1(@B@w$eGN0F#-&bC^%^@sz>&w6G%&uQSBJgQcfR}V3D0+(yOr0tONynkSDrJf3vt9F^UOn95tcbpIOc7Npx_(!$9AX?z6phE z{6h+0HYH2bJem(vQHQOD?0Fec3T4FHC^$R*l5f@BY{XgYRhwC#jl<4crtDlOc$k{= z(v5vz>$wvoH@?rqu_PJC?w5Ip3epn0CC0`Nm<@g=?0bCXUyD~&F67VJS45uAMx$bF zf+I5>T~mYGTP~%b`=y4US7inYv@7CyNG=RS?>~>bn1^^f;YWsts3_GPR*)2?!qeSF zeuqjP{5`iV4%=ClVUpf!8XNfaKCAm1iS>cUYPc{O??q&Y*%tYTw!N((|X%MM8 zpsW;@3<-DPWf3P*u*%;3QD<)|%1n5tU)!ajPW6q1{M9swE~qv&yQHC)C)YJMGX?v9 zpO`v*AQ}H9En5?2n+S0~!F$GW@u*X*ek`68gKKMLPiBh7+i}H3dxYu4L3S`DhZ1^Z=R;H{kEF#b4x}=EM5(7Ilk>&1STHO<+Te0 z!=Rg2W7)wVr0g8>(|Q<&{t^6sY!!u>?XphFHc`+%8uzfDjjJO^J}&WyL{81UM&-Ux z1o*rktdk9f=)b1nnzMn3T0Q&PFVq*jf2DO0>JP2E)m_O=p*T3~!z*hVi8^hgKYhlL zc&uz{rkzWhkN6V3MZuc8xn&%6x5@-@@P+%*Cbbmw>1gFT)I;^o_CEOZ@Qd9~ip zIQ+oi=G(SM$R8QLOTK$u^n-@?t_!vEw=gPlGR5^0+t;U%+S8@>;5f0vt$FMyD1V2` z{pziVpxAI1-(EI7w?KBpn!DF2$4%*G^3phEF5BnH2J z-eGJ=c5fP1+$d#BEOpEH>Xuw161-aJmGqnByQgfHTdxmsuFb90Zn;7@^v$Mb!2?z3>Te zAkOBRa#M<~q;aj3^zH1c#P5?@UQ`^&sm~mp)8m$qFmCNF?7sj?)aZkNXBXhCF1&20 zmW_?(HwaQK(bzSuGq0(QMpwf>|Ef=txc`JiJ=*MuW!fdL)tt^m?PYe&)hJ`avH9fF z*_BGf@5ajO!=>tkqdKLnCE_gkKH9A~SnEW#NHKP48Qmbf`~N=e*YhXx&3~Moyn{*g z)^<;w2N7g2D056gEs`|8(_DX6goB;N2=H5&$WakkXIrLdWQUQMD63q z$~)zeq)doMb7EIC2|CsDfu$Bj($3xN+UplhG<<%kMP802i%0DvvL3|~e$Bz)F4@4r;it8sN}Yi0)FUZnC;RyUKxd{^lGBAQOV#AX{hYowC*Tn}ofqbbB*WKF(! zXEJHHJ1L(nl}sWQ{hn=on?$shj14d3Cy_5Y%a3yiCy{B-{{$4jB@(ai2`}8YCy|&9 zELYu=Y#kS(6(6uVk|b3h&VLmUMjSLgZ(BPSOb(W0PPwNClMbbPv8{q3L@4TftV(hS zsg@Yo{bxFqH2*eTy{A5mNRJ3ejqVL2XVbNS`%7Z zA02|9-`th5I9*Vz`v!`n4Zv|g>dwqZVfg*E`%uEWmozSTrunc82*>(Er#Fk7BNSPq zdSf0_X!|$S^19wYN9>zsy>=hCsr~#YE*1pA%Q7xTuY%CMS^vGnO@k%cZgOKJr zFSh-CAi9nRU8;KJ4+)aFJn*A8{w|>!37_+Wn)&YC2U5ZzxAK~)RBSBv_QrZCvj3wC z#W%K;+)6}n&|Hp#N)qHA$t7H?P698T$Njup5)@c9y~gL0AaeL&e#%TDnmQDktYa$vI?iL`)*T9k{QH0(r%a+o z;jj1TI1ssN+Y$;L1FGla&#-k$&tIY7dk!Vg<>1{s!YoFSi@M{4eJOleoh-G!m4Ugr za@;zU39WG@|16kbz-$E?@e6t|UQ!;YS^8>w_~ zyOn+jyIuCCeEw%82A^htEyPfKuhT}ew`WyZXSKCZjsJ_ z_G6AeO12D`a&u&FORhwe`}bA8tO^W>*2vWgn90J9YDX{AC>H*HqRnZDvoKhGs56IzJ@Yc~F2K+&dmq0o_mv>UPSB{x^% zWw>~g*DM19`im|nO*669^>^468x{g~?V4Fp#zNwG?^gkI7Pt<@msy0cP`@NF=Da8i zv$276dut{%$MQ&9IRhM-uYZbdti%s>Q|A4ON_d})>3m_sgzApSc}sR)BM!yZ;Z7#p z59?bgzh**&DH&IGl!<0a)Ypi+3^;ovv>W?XVsD#_=-b!jsHKg!HB;&67{^{0w=%dN z(KuG(Q;E_0#;hJq<-?E_d zto*j1D+?AQeR-CLSSVJAj7}+GVkr?eP;O(PVfziPb9q&GC(mW&!K%Xl00030{}h*b zJXGHs$D^VUEl4G#McG0^B_E|I;VX%XN_0SQi%v< zDMF&6-~9giyw2<1bIx<0d(P*1-X2d`0|!M*0fo_h4t%93`1a0`L8Ifa?1v}Xhv;x2 ziC^Og)8Vemn^)^jL;Rtpx0_bbF)^ZNX12c+&IK~O7gsVM*DhAnM`j@NP)+m>esTR6%43%FVSm!REBCb zwKM~+HfgPooen8O_tFooGlFF}H@c$pXE_5Nlkems_c9=%x016bwiFW)Q|a*ybm;m} z1p?NU;{K~$HKiS>)EaAIKLKYuqPeFhw!HxOporMNe7I!&XSjsWBL z7aoq&V3@FdiGeB&P3!XF&Dk_8+;#oyvz?AhkwLfV26WWxO}-V;r$bzpFp_*lL;bGv zD>Z*mk#XnC{8BwCnq@T>Ja1DFyF7LIKB*FzsWLy@{926FjLSy@j3~Irc=GCE9|fk4 zUQuBysJQOOFO>S5f=esq!b8XuxT?DjR!o$@bK_f1k!>-;`olW^OctV-{ivnFgN&BH zGp#pP6~bao#K_zC#kiU@_a|Z#1^I)L~}W|{A;-TuWeY-)7)xwQm- z9iEDs-Nm@8*zWXvun<4UhyQ$+EPz!0AkRrwK7!VDq%;`kA~rBwDEPlT#9wS1Td(&7 zWn`Di3wBSiyEc~B|LzkA`FKx%Y05{lv%tiOm3i=RdUkc}O%A-nj-E+K$wo-?g8Ytw zOt{8%xscMc;ri&p+2vBXAb%@O6HLoRMXPP)0jWILDE@oBiaYM2&QteD=OB($xnfg) z7JPo^I2Yt*f|kl>)HqIp(!|o}k2#r`UKdmlmzIqYiBulVkJ)H8O?7MCkb_XuA2(G$ zWaC-v^p-apvN0w8w}Zbo6JkmeQ_1}qSnt@oqCKC4sj0tyCo?i2c}~EuIX(;i%asqw zuFAo@aZrb5YYtSu`KoIO<>J>?6DPh$IcT{q{;sn*8~yKZhi`4kLeJ-~@6uZ{@!>|# z&afAm*!g`{J^yJoPOVp3dfGn+)M|1=UO*16ztAkq56MBbLGJtsv22XKbPyC8%Eb1} z(aZD5z}JXTi3jX-^w4~d$?PV9FRa^jLqG;{_3WNST*$x`Gh^!OI~maD^YTznBthM{ z!T9}n8p5_XKGarD!G}<~`IgU#_Nl^b&zUy&p0)#ZB=$8uPad(sI678q4@QYshbjC0i z9vR95%R>?{bGUgnwmTU{jdINerYX3yn_xYvNJT)~Qdb>HDnhOi>jV{2F?_v1bEG60 zl&Zjv_T5R4+%6o)ubBwDTgo**ex>5}RKrjoH~%gyse&V)Ngzb5@5&`-U}viLKeIC# zC|EoBF)fvZ|2#?+}&&9)o9}H7rOFjkrB8$4SH3hnPDtgUQJ1P#FI>lMJzT^j@A# zgURLiSAILv(fFU|k~FV0l*YbmsGLg0&s`5fc$AZ&{CV4R(c}b-wYf;D)W@OL@Uae2 z5REF=hWx(@QP?pcc1Cb31)P+@rOO&cr(M!b=^I5U9pqu zARZvdq)uSR_WRJyR??qc?FpM_Im2s|?jyEv^uS?qAhH*dI`ZFzVvC^Mfx+t$aQx;u zS|l9_dT7~x&HIr!;B6`1XB`O#rDzSUOA(;mC(YJ%hT*>W&j6SBaP;NpomQEM0Y>(V zM8!UaMr`24=Z1;sIxu?I?qo7}-xcTheNM)e^l9lEj>(`|k%UJ26S3Gpbd;f!fL#R* zOR_IN#=B#ND$k3PFmEul!0b;$W@UqNw1bh-s8hhHtlRaMkH_biU0gOXHq5W|6z2fJ!F#XkLuXR$2J_ zA@vJGCkyMhai%4?{^MP@XSF{q1G|pTshQSt?{UVzS1o~QaF?ugSK>>7!?sx3%f%Tu z6Hya-Ix!0&Ia=q%3bT=9??Jvgn1gpB27MMvTz{;Rwkq<;fl|rni`c4coH)DeVjkD$ z!UZD4nC4kfw5KxD+cS`CcHdj7HV5iVx2tmw`S>G!f8!OdZ`(ffPkgwA44J6!i}g;C z!Cy0zGpJ97kKgD16Io9XG8dBN!t(@ER^jo~^ZA(WGaX^%E*4e=D@LGN@3xzrthrEh--FRFM|6 zp@QVRUqECl74K8gQ?`bRgP~pi#f~&=oA_{X(2b4+c1fdC6djp0w+F*`O3^`zJh}Kc z9lK~|Pt2z1@JiOcKgoU1K4#}49HwKH^Ig`L1{zqe2U;lS=!h8hr{&a^!err;{fA-( zl!xAkt@_14tee%IX`M1GPxwOmYh4E6TYITT?pXxOkHp z1Jxy}_dbO)P_G>8lZA4yt^GFKJH~`TzJqq8FB6ha{xL~|OjJ*H??xB zf;+`$Fukw}4uyN~dJR{>zqKZJqOA%Z-yI@?Y^yM9C|=zvTZJTZ)umqtDxrOEQA)U7 zHE#7`_fo1VW4NlG zE3xtbcb%^}Wf|H3*pQEl-pMfL&TmX^4Rc|EBwxSlL0mPrE=w~d4pyV*gxNKf2f|E6x1t#ij)YVEU1~Ydkq@)1 zapz!>`qit#!W;}pF@>y;6QGzW8`WB}q1M2-^(2(QIL~c;iV6q)kD2oyG&pb|51S~0 zgO|Y#*E_^H*v_EY33w3@lFQ-|c*VwSF9xEXvyeo7SoHO8HQqm8R#c!~jhVUqla|&j zNNlp)L~CHdNwi&{;T2bnM~8$)SunNG`zS5Jg6@*B9`h5`a6fxf?zdAFQf^p^me*He zrp#CMZ%YMChvqhlaL@0W>zYZomsO+sakq!YWEK7nw_VIwSB(hHfS5ja+%TwHYH3mh zBa_``>&q(9(tB?C7mJGEa?iwW1Gl_Yv(IUe?YS}3A zzL{sASVhIstSIvH?=&P{=svjm9UUwNQ}baD9abkkxfdtU5hZ2(qK~`pHG{YZ;ZM2# zd~m-rzEeSYb_Eq{sp!gk@b`*U3D(!SOm=g*<+#q-73Y;Hn7gXE_%YY#qdZd=yM<9v z6r;U)e;n8MZ|l98G2{Bak5!tW7X_>d*&i9^-1-q`zk23s5e|L7KO)cNoI=e_mddn^6V-?$j;bITV;$reF0`&Y|{TLm~RyL$ey z@e||>%82o3Cme2+06Tv3 zj6(y-XnuD>=}!v@ldlb5eLJ23cOi>qth1T;{-UTt#yS&m%185Wy~@B^_Rh`yIwS-M zijM8PmM7q4v&UGJ7T(XdG6hPes=0SGQ?Mxd@qyrLDcGB%Vc$+pf^1QNiuS|D zc-pqLWx+2N9a-6aYE@ClKX~8kf=L+q(njxdk^)e-Oz!di9U-WF-)=B09)XDpbEDLK zkuWn^NOMe%!op$IQ*xS-Sh}q6@(TV?C>jYC?R*~y@m||bxi%lzYS)X3SKP+7p!O0W zLuWAUB@@k~ozZoeHImBff!JTc4}#q9A>b%W&@}NrNNeouO>6E!i0aEK{OW;acgr7{ zid~1U<4O9~##7*AyqY<-;V7|W!pAUmu?w-%`njSj;~MeFbE#w#(~ht?vXN9ycOWK; z1(X!hod^}3eJ7PGZV^o$$q!x+-6dR3S)Kdo;6rSe*_dLxIe>`GT0IfU7ea)-WCSeI z3?n4>1pfE6C79^ynVlEa3L>hr1YAY`g%Cp4zqGUj!iYAZd(`~Jk;LBUq89V;DB_To z;=+r~F@%(<`<-tJafI!-?7j@a1j2C7go?z?1VVR2V{Pwz9P#x*WX(0-7=oNVw_j~T z43T!e=ScpMXhOC@vCh>fnh2S8-DV*dL&RFuxok>`Atac60k(Hy3Cj4p`cG4_MC-za z%np}0Vp1-MerYn2FjuMhR&(YNp`tf+oGuqcjBOMXmLB&b+~F?sW34}-_40!4kskrX z*IjSP;}e0zk+DRBp~)cPp7oCQ8uBAzVla!}Mc@&^5tN%JxBCztPk$J^it`|r9aGI1 z8oo)$^mvPkd~qaHysm_JJiJ7-{b$@#`TjEDa_xku#{+I&jT{i-cAfBkwJ*!i@&ci2 zs3veh)fyCUeTOX$*HNv|QKNSM7A8zY+{-#|L;IQgM*bz9Ff9u@aLDx*Y(DD079+bs zhF@1Af3G{1O~m$6jeOzU@GLd5Bm}emDu<7Thr(1qvhI;_1gtB4bY6-@!kM`wR(5Ly zGz|*o23Ci|vpdH|lrI#_mQPY;6440VH({x+8ISiXbP7|JJcj#7()Tm_6Y=ch_!-+} ziAb|Bk`Q~EfTq^j%@=PZ;F3Z@!_gIw(ecl8;}YJ-IF~qO<5ZIjPhpkDllRkcgtBc% zxC99;(OW)*C}zO%_uXjaSrU}@Wp)H;lTbNS^1JSCIt-g1=2qNHh5Yr;b6dPpVYTO2 z(xJ=@SQZU#-z=F8>(Gv~%cHYl_gP}yS-Tu8xju-A*=!i=SrQsH*--j;T1o$TCay(| zOEyJteW{0Nle5giR};Cixs7>vm5O!!gR~Nm#b-ocG4vT)6?c|UaHEyEV;{Q&u~ViO*7g_USERGtEp`z) z^|dU{m=~fc>gDQHIb;ls@Tz~$BEyyEeA=?ULioyN)_-Pj>r?u*Q<0@5sJvxtO_QY{ z+R;%^U%CYC%M8x)b{0cn+ulWD#YMQC?ydauWg)IyT>p8IRw1;96SiGs7DIe~S~o0> zg5&D$#MA?AZo)I(l!uV3M!Xu}nlFo>zv; zOR~y8o zMF!{>{TUKm-ePKBc;+izhS+x+b#n*HaOA!y+pd{`$H}di$I=*hcK>_wb#A}X92NT2 zW406#UZDyJHWF!6{tS}+RkmCsw-f= z=;ZIVWtG^>3MO{aEAX~!Nv+%23M{oZTY8+o0)KZW2YOSO*fL|INNeNvcl&f~z0@iZ zbwy&>M4!uLjI&?*%d1d1ty&?>Q;p2qM^!v#t1x*dtJ0#e3eDfcZC}S%;nZil6IJ`G zFmiIW=vpq{1$6Ttq!(0SET-0sI#CU~kkY4FQ7oKG<`K+buyF8E2YrIeA-{L0IXv`c zVW@#Ax9>O$%@-8<^=7%ea*${aPOnC&%EuQXS6SG0qvqZDayI^+;gjb(OF+kM=tV*? zfu=oM9?HKVP*`*$Zqo?@TfEcdH*X_gAwm_plg&n&`2|(q&1{%^ZW46-#X|UkzlT#A zfn3{L%U|x{KzHwn$J3r1jAX?Ot%~5FZdZKmcMlHYe4Dm1G&wjd9DL;ECJwqImcP(` zOu%HV?@qfKHo6AXE_I0!SnoKgw}#6X`ezsTcrrQoXkY(U=LH8j+lpo8S~zfQOi)!7?gc5&l6DCQD= zl!HU@mTAJ=dD~Y`TOBdvK=0h?no(&k7tOD}tQk+h+(E-Js*VlsoXYX0NfxwzJd7Kb zX5-XXi^9EJUNxN04<}3r@Qz=rtK{b8-XPB~PbV8K`&T5&KV(Cyur{E7F&oNn6RUE# zobx+)m8p7YHEJtgg*Gy(;i{x~Ci6X)H?I;uZY#49Ik@!vHzhW|@F-P*`uf68);7%X9wmDN`0gHg@jck;vuVJ<`Vu1PSQ(_y?Wx zBp@22PWCP%psi>1X#F<=&W&TIc0VQXow->?;Q)bcF?@!U9yYY%M9QzW5dZg|wC(^7 z#5;c4MYeMAUM<%7;{pej0rSCO$~7qXanxdyY7I7S-M!m^uLgp&sB3jUIQVz?nJ}e< z1FPoM;>pt-cv;`=T@+t~2R*_1+k|Q{uOh1AsZ$GsCy(Wxo~ecWvl{mmM{9A-RvG3p zwb(yZ;A<;Vi<04kIekMl_|jvznJ2FXhn}=oZAz`hh%E0>nLTy5Wmdjg*`p3F`(7wU zR@I@5XV;IB_Btq^pV+%9xDGdjz!AP#hm#sUAJvc5AuTk#aA0#C1Y?^rlh@W^*{35O z(%Iym!ln>RJe!_u9nS)uJV6SV8k=4VGtm&-0hnz_Q?T z1;0iul4idh8cwT)LLuXKP5@tHm${!6i6EKwHTJW-MuNN29cx&lNzlWXh#d~ zw_|WXbo|~C!MztRe--PO)pIZuoWJ4W_8Lq-da9+${r{rWhIqGKHOSB_Jejz>2Dide zlVqqIxW3O{F@1`IkfdD}_j3tEt5*kWHM2qK(pv1F#m2c?7vDUpB+$}m<0_`j!CDQz z>w()j2p+z$$xn;}#n{`s1H1^>k!8GJbg;oG*?nb8I}5qyfA4Ky#Pz2f!}_js)o}9F z+4nn-h0@?_*Tlrxkkq}P!Oz3So$WE>&haeVSwmi&z`bXrX_Xcp!)kC^W_53KeX~O` zH%=k65^8JZ3D(C7@Rbbkjeo3!fHf(7dq@>ZgJgb(s#n3tX-S^4W)-T&8J5wNmGF2P zKN~kvftJtaYATaV{0^T~xW0u6l0VPKa>a72-k{oK^0FLv+iNjhQw}yp7;yPdYpo z3d2Os(4iqGsC<>6Vg16ch|>#He8_xq*833^SO4tNnopr&*99B>u)TC7{q}HJ;3~EE zX*GF_2Cb9pcUq*;;5Yd0#dcmAbkEaX+HmX=uKE%1Eb{hN!%g!t@#%HdYy%EK8!{o=K@v&^#5xB13aAK~!+8-`)-XM!}E6 zEPlEt1wDZ|mBmF=bj&4f?q$*N*T}WPdw_GjWw-){-FpKp(YQvY%WCq z4y_%7yah0q>RPpzT7OV|Nj)1cU;fk7srdpC=EqJX(^>GGUBDoCXtoUP<*Y@jus`UwD;b7 z_t~R&pMgYXBB3Z`gvf}}@BRDh`MCFU-uIl(J?GwgUVlWDmKySFVV(FcC)=$C>BNhI zok3NwaAsQ1*;Ro>zWPROM@oU*HPZjil)$KZ__6wAIbOGWe@rl`f{3-Pc1BJmB5j9$ zyY8-p?BjRmQ^(42KsAb|&MU<-DaG=RoyBNAc2Gx+pNHi8)nT44nV75`U%f;r54&u& zc1^O2kvo5<_2s}4bXL-)?v<8cbx+@CA6hYV*WRr*K2?C83cZ6VJ~>bjmY!}4$-r$+ zfa1_;g;j6*fOJP^{M_W*#2GNUH>-=K4s_k>{H0b1?$Nr9t$(^ zzIIG8>3k}pAKVg4XP_1!c)dm@ts>SG@-PP-BY9w=0M({c9phTU`^ly9 z6_F6RY_>~cQ4rQN{{D~h+7tB>R;*5ibLhPCHi8op0Sj}ZWaY=CKed=eIjt8Uk!P#5 z^KKAgCo;2{MaQw}tH=rF;f)w%Trnyb-A^c3_}r9f@g|Dx1V%oyj}jfC&V7e|TS0o4 z%ke{B9idP;H9vKS8=4(7S}m3Kpg3;N<1_1a5ZP*ScMaUn5W;^;^cR^15$5^=gR%}XnTiStEMtjR@Tg#J7h<)GaK;!t&en{8|)F?FZu zwx#|RqN^?9!6hP|kfG21ep@kx=()1yar~WhqC?hiT6b5@0;gzJ*Zh7~;-1RhFm@<_=h8n=iIvWQ&blS+>Sl{UZI$%i0=*yb1ou?9X*!1lLdryr++8?aUqd0Mnp)I77-#-ZmGE|i;3AA z+rPiLP(oDvywsF&y_8T^$?iXHS5EkU+b0;7t|YwGRexC~RuWG;7Vn>WS5C-;bB{BQ zloOoy*Z&SP%87GdG}H_#%8AeYO08RbDv0oz%kn4ART5_ZG}y;qRS|Bet)3TKL*&1B zDrNt-mRK#bm43yqo>--8G|SYYj`;qfqVG*mEn#XWd2oMfE#W;YD6coHmJk(5vKii5 zN2p&>%-AYhPqfxmSK8V&5Sxy#9#T?mB-RgWUMH3{5noPSPA%1LB67MK?iqe;AYRr_ z3v3ifyErjD|E79Er6@tMCbXUy;!gD4jjSia-zm!#aOw%wsD|-i;|3z(Mwz3vZv*jR z+kv?c$@Rs%Yo*>+)e;KhPU;WpYl!^|KId;*QbROFh5mR>R1-3XrJ9u7s);KG9;;6G zRTD8?Usm`k))0+zLU!s1Ylu$IdJFo_YQm)WB30rkxqnBM6$^YS3GQ#&x>*k^h?VO< zca1!)Ae#GCiMa}u#4cLCqk3{BvD~mz)w`#X$VsrPNNlPkD3v;Ax{At)g{L1?+KZME zb7U(_BDa?kkHnDSnO;K3zge54lTt#girmF9=`JCl^inN@{5@xPUhwa0r9`-KKKm}a zgeaT}98uU|z@hwDTUBc|Qysq_2^C4qC{Nyn4K=_qg95jjX$ymZ{oz34<3 z%jnu4TDXfa?z6Oixa|-jW)vjeH+_WAn7Z((C(eyf(m#B-$IYAQD83b-m%ABa47jbh;W@l3L{cQOoKhtaI4sc7KpO@@VKz^=z>lc+%kf>taT z9X*^5lin>lQMqZzec_r$aZiP3o@ufxI~mQrZ;MI-GO<%r+IX}t4~jkcO2(@S;WFn- zpIKfpyu3QRw67Lp)4?z=jUz>9rC9|(EXhZtsFrqZKrW&KwuEfnl!e!~-=Cs)XX8WX zpIie<5yYkC;(sU{zEujL|HOW)mJ%2nM>~JrTZ~1= z)>-zw%ZD^aMfbq^Tm;)kEv=tbg!e7t2~k8T9+|ZMy`@}^=5xzaJx9xN&x{xHuc90_ zk%^BA6Uv}Dky$zOLkUEi^)w`si;)?-T%qV_0T>A-*L#g}5x0Kev4ul1!gUHLr$3iq z7y+EUUrMlkQc26dwgkeP*RL=0EP?JH+Wk$}iZFOFp+Oj2h>K%kUo))oz}Vp(Wg(l5 z?C8O!=?!^U|EBJUO;RzIG)k^KP*MVid(YZVww2;+QjyHPhElwW-M%))wG;E;DgO#oxi^VF(5eL2<7B4W zqe|SJA06YTTnXWl1#MS9SHSYQ^1MGK<*+aq|8ZeiImAuE_#f>maB_DqZPkC(80#B< zw@9-Vmvn<7U1rr`d_=;ub3q;Q6)kOj9@gU3s^BbF$69- zF|&3PX+~|5dARg{O$Z%efBwC`5&DOUW(7?(A>!+wEB5SWoXDK(#~y5kXtbWVF-fP{ zw$mFe^hYd45YXpzqW`x!R1x z`0ZNTUNzzPozv$`A2egf5yRsOeJ!|f`raa~9j$OYG|yQfxfP~|JLM(gT5(@^bn_@!+c4ZFu5_y@$$koxLWK)DDF3F78WOTSa0-BBb;=TcGiF4&{7 ziw2)d8^+4S7+9j+Atz?fz=r`^?~M)ybVB@$mDmi#bBfh&Ut@scc4T+C6a%~V(S~lN z((&7;I%Qr89S-L5mC=n1INdNhEfvaylb_}i!@Ep4`!%|mpJ#$8`(g91olMB}Twi#9 z854ukcHMpt8A#sLc*V$o0hg-k`0w`__$qVI6gU$kmvJFs^-#*A zkP9!N^OW5dF5U|6Tnqfjfs@Cu0V9orPk*TeE~y;&loD!V@43hgY)(_nYR9FaEmw{C z?YJAGA78<1$F~KmE`@Du$4g&csM|X(dT&2Ek~Yji#(cZgY&E{M(t{Rgqt9EdaA1F@^Ea9MIRld}wDmK1mH#Ye9 zv2Z?=n|pgT3++!Iw^Jn9(07-bKEP(9i|d$wjbOvyCI3#IfQ=pn&yxi^*yuQN%|P!r z3;!xS{u|%JfX^O9>&13FP_KS`{_`p-U~YXo`&BmE^2yR zqr-?>r2fK$fptysSs~F395c^0C?F~P@lN}YDFaPY_NTQ5>6rVV@97RtI__+pdh5cc zA!eo0{C#RP*y&oDKg^~&nDxdYQ#G*qZzph|G_@Zkss zo_q_}s+!5b^}UsT^+)OG@eDJG;LyN$ykP%#MH=KA3_~qk=xF~h=#hH~19$#BVg0_r zfR>(h&6(p&+<5Y>yx*0HXU7sbnFpA7c$u#wLY^1r-#@m6d|@C~=G#4bA_Keg%F24e z$$H;rBW-5R0{90k2kh85%~s~irLb{KFHP*cCFEC=PTKj%5m=i>8_9`Om ze62wBjV2)b(qZBGJ_4>Z@2%Eh1WHHV%5PLBK;dnEp_J2(K(=n-OX+ra**1PyaEgH5 z-zc{i_8q9G+X&Tb9q70m{roDm1JBno%blA$u$MW|D3RU)OX>W1x3dy~%fnzJWB-z29#-fjRezn&N6V7w!MZ0r zIG3p%nJ(j@Kji8>x(^SMSF1l)Zs4KZ#Mb}cS03^-H6yPF@ev8jnb{?L==^1yb8qu; zacyD1+?#wTeBQRTmCwiau1(KYRq^4W`>=mo0v~SE#uC&Od_W-1^5DO}p=KyqvRIsO@2K1{@q^cIei_6~=?-)`r@p*!0{ zEQE*33d*;`%6zozecW>*nGfxdmw#wv{T%wV_!gs=kA+@p`ugNJ@s-4*F0%frPpOFI z>>$^xu)96>fd`r96*tGP@$lu*HgRxx@bPMszh}%x^libh1Ek&lpr2o}NCww`keg-A zhvXX!KT+c2*Q9?zEEz|skJz`l9z5_LpD#;$)`0_)B?V0K|Lw2~z8VwGL)*F>sp;!H z>|Z{sXJ#%BGe>0#nlAI8az>BC+|0x8WA&RZeeA%;tGkyvgmpk>!dddCR0n!bB@zf1fJkO|j5mKd-zmhK=$FQOSBwHp*-c&p4pO#^;2SD&FT=c(|Rh z-K3w1p_!8A%Pp8#uJ3kqyBY%rzQ~7Br|4KMU1cV(!-T2f-J|m&nP_(maH@=EqVhju zn;%D*xVpQ04~y)}(zXnG#emK(6y7TZe=Uy82nHUfU z57CgT+oExtLB*MXO;e><6q6E8yVO_1v@ z3V!mrkmSPKE&@&x6}8*?Uo9j3vj6&3uDVV^+phx$j%iWwVvS1Dyj5-Zw}kHVMxqT* zUdx)@C;M-g(8V_fJgAtjLA~Zga_Lfb$i{doW`Di=GD3z5n*P4?bt4pn9(S6T?@dAW z{s|G$r4$IVWOZglv|;H*qX+)tZP>bh?2*e>3bKN4I@C#0QLQqz?fGFURyZrgUcXGm z^%T^^*Mnm)PKiDcZAV}TesztFi@rvVhKnUTPpU)+W>Mx5twm$#wk`}#a*k5){% ze{0qWZi8T*=7%$jDd=u!vo;~QNjmoP+l>_LY&f?!eh~#AR(JwhhGvbEcnmw<6Sg#UGFFt=RB%yHkodsbkt^S+ct+ zI9XBW;J$^-lP z^|#_G6o?kuOJyvfVA)d%^ZTo)h(G^!1Lp}97w%@1R+H3G36y$3GX2B2{lz0xT%(7& z7jP+1G5cZCLVj-_r&5;|-UgoQhCkViRwzmP`o6Dh!?rCEX7jQrIIz0qq7*@ap+(I* zF6nofYSIhkObWVG{m$8t-`h!#w0E5FY`b=b6i(H=k2*=C{?B_xe=KwHS7HBx$uo#`xbe3g&Jy`M^d*uzU*kj`*ZU`G-Jtlmut>~BNb&o20m+rP!Sb=^#S7+6&5kuTL*)v zXfiUtV4+P#7VYZ9g?b7aYoA`$UP|^W!veX$uB6n_?^6;8m4Y< z527KfN<@PFmx{Zw5jrzA)1h^>V#b?w3{1LksJ0}JG$n6w_h2AlmhA)6wG4zW%kEd; z&{3)><(LFIVpjMoWS*npm&8_<5y@kc#RLD6Nu5yaVp}mpNA=Crj(Cy*C$l%mv*ZI#W6lw?EvtAexTeW_sebC^F7- zQF3*&=@2S@7%Ffh_0xl;RS{hBo(s(zoqd&t*Vpz=^Q!5%;Qit0@dtG5O`_ztYBDfl zVOuw>!9c{`v!`Mz=%83tJZxM}C;JgocfZFpxb9Zd^*u<#iCsEI3rp$PCLTanImdv7 z#_6(QEl4R>jH zA@QIm>^dDjzxF=9HNpUeA~&cY%f$G@#8WY({*3&haAPu&iSU7-^D@%p``n~;*X0cZ zpMpOea@xQ^OzU86Izh+R0iB1JPtg%_+$aCzAOne?=~W)HS-5W$_jj)m3#JxE3K47DlOzT9TxXYkpr&emM8 zreuC!{LICN)uyVK)7#;cQ!+?8m@4$i&BRiYF6A*bePr36y0*zg%Zk)9Q>@8KyTRc0kopC<2>oKVxPk)X0 zF3N*jbDrHnLmr5veKSY(dC>DYNK2FBLCs$$BlIrWzZz;exfONbV0Hhz)Po&(T_YD( z)Y<`qxn%)5q|T5JY34d z0v;-CFP?q8hwQJNdL63GNgevrZ+aHluV0_j@cb2>58bxO7MB4&PS_L&1 zUzZ4BVBvjI-BgHzEi%KejD&bSu3S7KFT_q?y&&do0jA;;eP*8&;OPD@Bl_wBY}KAx zY_L#>WgeS+v#$y9<-Kw6Hj+BOW9HUX2r(E7OG<(ey7$yClvoMTN4K9y7!)8n=T3-b z1gU3FDJMHO39wmypg+!12A#E(q{P#%4tixlZ4)x05O5r0!jwIMuvF z0FUn3>(v_tSlxTN{OEuHFF#G{ipvPmEZlg(`xWWmy-qZ~RRDU7$Q30gQg?@2yS@F% z#|)>vus+4d{{R30|NjhEc|4SB6jqd_WC=;7MG++wLUJTYB}yuU6h%~a(jq&zkY%i6 zn8hp@V`fB14uwRzwj@c~Whs@AYq|5+_j{M~o%5daoacRB@zNJ(0;M0r(!@9&Pr1k7 zQ7sb0W;}+ZA7VQ`^*sh=Wy`r9>b{<4u5*G z>On#Tbp00w#( zlJ`D<4OVKubiFFUEAgs+PIDz#iZL~$x+~$eq2G>^6_rqQAj&OwZ6&l>vj(R8@3bG>oYL0&!a8SxNI?21D4t+bCJdO!7(RB#$vDxd>AiZh5D2M>dRHvzT$(%V7gVD zDIY%H4}SSRk_S_}qYqun=R(b=>|WoSTyS9T8d;ghgStCfJ>NC>a5t4}WT(l8P2#Dx zEn<8)aA5ruX7E7n%F5O?TX;YylAT@b!G)f?2e*FCFNJuOGo{$0`gimGxKQClj`#9@ ze+ndJX9RtCMh9u1>plyon2?w@Hr;)V37bWla}0@0aLse0+{$A>n-}}WP8T{X3LNZg&U$o#0v1bN z+_jLUf^~25;-^X!C~9G@)-TM1rAvh`e8|p$3XyeRgp)I1G~!^%!lG38?4u|fmYobc zb`tOX&CG;nI(L5@{*nXyU|L|%P&QQA?UMGH%7)anq2BrbWbUyY{;o;Qge#-}WsLEXXu7lVB2vw;yUak(&=k&M6ya%#dK= zUGXseAQ8ajbd+{{Cd~W}up2&2fZ;@A-!-QQ;C7_@s5Ctr63gga=Ff<*VPAakQBxwU zGxFx0s>}h?&!w0C&B%hl8LIK7_XLpH)DYas7UWsNmgaAe1UR}XJ;6I2*8c4KP(jRs zCC)6%&6~3U{yY~sDj3fMos0eGl@3FXY{Yh(ro#NOeU{exNsx1TOnUEB92ngE9@DWa z2^wxDCPq3Cz%E|V?A{;&#Db@futPGyC`CJ~R^XTFKKRE`VE;T*^~F=IL=c%S_*S(L z2RjUQxKB2PgXOHdg3^l!=&%0p%RnswKE-B~cXN^&o7Dk)pGC4p;D#lf+mI3UdLI?v}tfV2?N`;1&D*e^(BI;h`u)2GhKVW+gPPb52%?%O2d0T$Bw?Y>9P=0kZ*X6(tbKy~9Z4UT#EEGm$WkHML zlWCy=0*K2k_4cDDLv-WsG*RKZFfb}@U->8s?ys6sytOhBZqTI~6kieGL-2&b^h5@1 z)hV8DOvr)|Lm5)<;w+em;2V7yOo!E>$0F`-PlfP>Ko{SMyYT#Wf$;F7SO~unt)#mU z1{UX~^Xr@AL44SPe5)`Op6IrH+0sCO-!8?PPVY0|KZ{!n>)vHRf5+m)OOFW9r{B=& zu__fZbm59>8Fx@G2tnFwPXs49D$yLvQH337nl_S!C>aw7oOTGuO4a=B{Sy6CiR6&+d}|w<%-0qt=b5gXQrl z<#nfXp>=0||J?OFsP=z-{?kGplqFmKnEptDz2kq4oAYx(_`RcL(U(jxGrcKhwuS(6 z7AvM!+o!-IXPVCgLEkC5JNGNJQy}y=f3Ec>6<)Y2DOT<)5b)7Q+tNlFd=9pG?)-=X zGNHB`Nls*NJT*$py-bAMb}@=qUKVHstS9?!AcL*nqPuNDRB$rzusge-3QEGE<2R8C zw|?K-(|mynwvF$W8||aOkdMNq=VN5BKEF;mOOyib!XY|#(oB#GD()~6FNK@zF1O3C zcrg5@yE7Mg;F|VlXuh8fEEUsF>&t0y^s1vDpP3Dw-@j(fho^vup2QiE)+9*X*1^}W z%7jhz{R^}~62#XGZU06g!wK#KtB0p3AmrvHv@Dzo=V^H+3UxFvyPVi%vxyGYm$qD7 z@sp2N?J_9~W#V35;%K)Otfft7s3V=WVwawCq1{+eO%e`~SFr%4v zG$x(|wTk}RmI(6P<``+TI4>7o4p5xViRS@nbFjYE9}=`qO>gI|%7RfJgQHz%)8VhQ z-ZxR*6u8f~WXg&s!d0%vG1KHU=x0jq42KL5m2u|z^=AQp`rM-{%>)QJ7*O}_Wgdw9 zr}{hlF#+yhIytwzCJ~MoT=ujnPl3gkbNIB?nXr*`GOyk}3o2%6f9x|C@Zp);f9pr6 zuxDE%?|K3W0=747{$oJ^9XH+mBa>-BIR2vU)MFB)>zbYTZa@J$MTrgC>nV_~`5}Eo zfQQP?A7Q+m6i|BUZWDBg3|ngxo^1S@2cN3gPtC?C;4PGRo4k?+^gm}dm~yG$`e%uP zt{}ey{dAH@G6kIWZEFnj$Op&PD6Stp2iEmPM|7Rf2jU5le*gXX;4+l3AHU{;L$J2v z;W8rpaXsR9Crof3)!p!&_RIwJN{#tFLm6PJ^{C~md=9*mCNXc;XF-a8Nf&*Ipw7KC z?~G3bu%0@fHE}Qna%X=0K25m;a<;kHN86Z8CBT-(`OLzSWN_N9;M+ZN50Vs2y_23K!rCy(c}1B- zXlPqk64oCB&AvCy{0I?Hb7wxfW>q{`O2XjClDn`$Mdd@AMm!`}%6g~~qrtx2;6-C| z1SlR#Up4Sw0GPgUc$uDf8v-*<-AGy*3737h(`6ThLwHfM%kgD5AzWWNiE%s#HUuh- za6h}l_-l(iWr{Bd`Md7iV15n4cLh&qnEFEa{xeZuBg{d1fm^qt#~ZbYnfd?pUc+OC zejU!Ko+uQiWaB$53#Jo|x7lGf=o-7i-B9)nZjdlkYHRRBd)YfY_JSWCv)%RbQHd*> z=AE`Z-gE%CdM`B-54wWyGa;{&&KE%F{KKYi@-84mPMBA(m^KkJsiz-Z>I zUaIvyF&5mDEo*}%&C;QJoA^asoCEp2KbYdhIWTXu%XMX14#XM<@!PAj!LWK6Zcq{Q z&mo8HQJyX$zNMH_wLyj6yr@XL(?Dy62?6crNIReScwG zl@H{k%VdQr3PhHLYzj3M^nCgxeMEM(qT{Dz-U$@9RlL~8N43_(0;JVc6l@nTpk2Ii9Sq)j?)u* zcLcm_I$f8=HetZrb7GMDUk1E+pTEoMdLa(j8j;3&3h{<9-+D_D9q(LIWH6?3F!i2t zx;%-FFFI6X{S!-Ye9bM}`g}IletmzAODe+NntSYfkBZPtccx{@ry{f&tfyp$vC+n2 z^TKW>8_iTdwB0l1;Kl^oXU=wPJbE~Q^Y;f26S{-B2)zmGs;~adY0fO z?FZ6#%uA79V%g|?s1zHvT1-n7agchkUis2I3;EXdoANGD@%*xHE}@QT$nDZCTXTkt z)(#cn`3Xfh@=sjO@>UM|zrLz+@NyY;zu7Zhd69?SDrJ6JPfBqt&pB=TpV-+MWF71mAQa)6KD}xec zOkE1`(XjIsuN5qOk=@qtN0Nnx{-5F~PYQ8dG__Yuii!SFK{Db_Ostvg<*G~4kt+Ln zZ^vFL&hk#2(T$}b$8h{5kwnA$2Fs|HzlyN`?t}k)`CQ~=8EJj)E<^3E8r!J7JUp_) z!7Z9Dh>uQ7u0BUc9XHxWAW+fMD7NF68Wm4$Pe}wv8m?Hm=+fDf3~cfH;ikTyj=!^d zH*O21qE+W6+YUMnofn2hf2I}S%f8V+OKa#@8mV>EcY7g<<%sLjHWZ>xh zkl?kAlM3+`?Y;~pn1xFuE{anFS@=9u-Fuq>3$0u9D}L57aml-fQkss182S3JKdY}8 zXM}=Yxwsdi^%m7sH9Ho58+>{qV<`(~rQS)!>oYK+i8L@uV&L?@-LF)%m^d<8=Mfdua=b1>=$fh{O zGm!n)Ich}=6{FvozF`{Yq1~36^sja#Ox`JcX>v~<7GGTm_6Q+kE5*S7dJ!32Da%8S z9~RVk$*IZ-Nirsg&Q}~*nTOqZpA{nI@=z-v+3Kup9tMt;NhnL@;gSE8LOiqc(XgSa zdU+Qa<-7unmH)}Z<72r^;eNSzZFTYB&TAwr7ax|)2qfXF*WsdH{*X|2$E}IERGWKCFyl2^$-zD2S^G{$8s@`G(TAVhJ+GcpN`q<3;f9O z3lA7kkZU<2RiH^m4NjPzmEb%%2lg!1Q_I7GGHTT=`FvE|y7~9E*?jzX%jeneKne~i z%wGIYjfO;xST(Ve1-SQV`zrk#G;FwO{Y2T7isA1Y{Y(y1u`%M!RNuXo@ZK3+Zbqws;qv6tgpNXt1A(CIl=$QMx-A(CB0lv9IB>K40 zu@imjrHORB-nS@pQ;%Rg(J`am!N4cq)->F0W#VIMfzi=M7QV6@sPm{T#0pczG@Hjv zT=3GbjjLy%?`&v^Gcxeauk|bV#!Qrnaog2f#l(}5=iQ|Qcs*VIIkUvK5K(6=C3ssA z>duQ6i!+PxNayUwj;kyTA?Y}N6yWdU;?V%P9ZZy`y!Ah@or!JF>)1=YnAplOdg8Cj z!W$#(jp8&Gu8*uF9v1L~=v#iu38z9_Hx<<|me0hUeQJk@E=)XQr>u7*mx-R$>O0P? zW?`k3+Np^QfuGr>=hvkd;_%l$J+)aySbI=vX|8~eUXaZ${O)F9E^j>Wg)kH4ZvOQ# z`9;U2zaG2Ptt!ADDo(`4A5^T+9=$F%FW`lh%YvGsXz2d?G7)16a7uAzKx7FW!&3v5 ze8XtS_4`L=<24!{t?&pB+g^a#T7C)Irv-Uu{u*%5XQEZu+qot2h3IhmpLHo+MVKL3 zFRY_nj4D+ho#@&ul>cC{{{)+XTM0>*K3Fp_#$W&H*JVt6tzo~tWhD!5%KZ!uP%OmR zLWzVC>mszKxSywM3wVMx>(1WE#-+=fYqY-?V$E_RkI7LMUNV0zHeAj^DJ7Ri`Oi%J zv*a~1`#B5O8G3QH{wvt$?C_M>U5rAE%bzPs*f_Stse*E;5Vw-!Hq+Eu=)cOKYHq#| zr@F^8-*^_`@-%bOh@cLxTRO*`ei!2XzY<}d9#6BM zW1@Dxed~hYOYr$@;_X%_K-=XjwO@)b`DkYO565N366EmBm_s7V8R=>r{@$osPngR+xr0yp1dUDQNE%SrRBY1 zee}4fw4QbQ;6*OhXxe}B=;5GY^=9GnfD-&dt18$HC8#Ena`u!c2dk;47R`2+U@P;2 zsr&*5<3_m>uitQS?c>AKySMQ0`g`xM#qBiUP z%)3MmN|1b$Uc{E7O+nLousSzpa*h{HUyJ{Ovm*H(xL*kb23-t#8KXU=0ud-8Rs3+K!9n zf)_yVNiMR2NXNV;OHnmnec9auTx_aNzx{S}zU%2SH zykdoaDF;X2P<)*IIcPfde&tYTDIU`u%egDXMK2k%MQ1~~sJ+kjz@k3_KeFpRUR~p% z3$3xK?lcb%k{SY&!#LP=sY3e0qhhSJ8xFf5R*a!`tTv6IV*Jt>G=ABHgOa7AQop~I z;_jH%_LY5H)C>0khh;o8g^dyQf!|)(bC6!>)4edPKSdvDqOyFWjT+hXF z2M!t)*Qk23@ZhG zXZ`jZyIhL31g77?ZyfB4-V<9X(3$t+Uhno0TW|d(?yv7a6aH; zP7zuN{Z_W76=4W_wbGnSF$Nc365XdHm~Wm=l1O9Voip5_)adK zxG8_>xB&;9`Zcc@Un|C=$2nTqT7*e&^MAPy<>RSyna-=aGSS`Dd@&_D3nhC4_XV|( zaa`F?8sQzrlrAZPM*SkIXmi3;34hE3~$;TArxl=az zc2jVHJysCWM8SJ8Y8KUODn5OSQ-nYUuHXK-i^wZPqQg{5{wxc-GMjuh^9qm>#K_4L zBcs@lhccYFY&0zpA0J*x#2w!EHMwU=C@d!W;8Y12(_{y-TIXoEwIh5&m{5Rr?YQ&U z3=O^2W+!BtsHn)=Upl&+hS5n1H(W<(*xM#O*C|iO<4Ia8>|N++uPg0&!ikPmnLnRa zZ!184=h*H$Pbo-E+aYuR9T`v9Pr3VsQt)m1JL23R88=Vbt>U*(P{{L|M${r2E^93? zlCYy;-yW$T$1^mP@UJ^YSD<0d+vir~2V`vb%oIAgA|LanO8sM3=HvM5U3DFANqA3W z^L0a066Q4*Y>}tr;&895R@Sn7?2Nqn;~<%WlMnVi*uIX2Gd)MMk1wX6*^tV`jwd9n zR2vKvpUA`M_fK?uNAplW~@Oc1x44!*`F7p;j~q_@rlp^ zR91PKJyJr&j6KWW=nBqN9a-Ei@s^Ahdcn7TC6ZB<=rEx4nv5=wWh!GNs3>y9XUf)y zhCOFeydymeu-amzR6bpR19Tjh5a_;6yRoay_bJ#OWc1eTwm=u3eqHZ$i;RnuiFVe_ zWZZf@R{Ri~g8vwQJ^rhYid2z!6QL6Y=+VA-t-?xy4&Rw{;l3dguet5J;L%rrdBs0B z{T9^8FLd9)wWT!tb;MRSZh?x7c;dy&$uy)k-D+;N71Q4YiO(>w$?@cVeLXssS-Ps2?4o1pG=br+L&xqN|826BVPIsp z-yWxN2I`#)zj0C!$8~+{IXoxOEtl-f`ifY%C%|#+us}aCe*T!*pg~9G^A4JQMgi*I z?w*#eqM^OPr@@zxX(+jfr#H2(03H0bcXd4%=-lWQPxJ8t92)j9{_I1?QG*GsdJzU1 zWxMN7`3Q7#m$25vFd03?`+g=LBI8x*ct@@4`50a#6>YAPk6z_Rsteu7$jnoeY?~tE z#O{AQ)F~k?+r9kC8CPZGQJui2gPUuEPj7B z?hH9?p)s6;l2;;QU-;%CQ@_WP)k?x0N!pHavw2uF-}rREPEfafJCu@q$*46FyPQ&; zjU$^*w-K|_P^#VLRBUD{l8(iD`iBOi9NU)!$uq zluXPV__izRU=CJ$dqkQ3%t57VZ<|a1reezvtycEVyGW30EjyANkJ8+FcgqLy7;bVt z`U?Lp_J6&#-J&TOt^KK&*KJHer(Ze;ha6LpT#+f(s-A|@#wYk&`H2FZ+Y<9_-z}8x z%Xlsl>5cyb009606jymTRc{wHl~knBP^2=X)GuU;Qj#>0Aw@-!DMOKY$e0j9rfazF zz2=#F&$(BImJ*6eMGBP?NuvfyO5geZ+Rt;IbM|@H+Iz3{?po0UNsW1D!6;g3bn40l zOtkAMx@m^vU6+dblMityzh&RbmywJZ^Fv_+pHh+5xlKD(JO!2RAHtHtFCqNom#CN( zfe5#AZXOj5!l?l5uK|9(;Cs9#=FpR~`lr5Yx*ceDK&`mLi6);AFqAXqDtm`OviqM* zx`Q9IHH zVh68+m^Da0zV;Hb_8&NrKNg76&Gj$)>_TzJt#^gcR2Wv2j#fx$CBxDpuO&Jo8&1>D zq8eQpC^Q&J(`wGgiQRu5#63#E`Hq7=O34?olVh#Yd-NnG4ybKf|I}aq)slHeYC6vP zE&CjwZQOJmwa;bcdy0K9A+jOgz9Rz1HkZ0wtq(`3@4gOk>12%bmV~_Dk&YO_eaYtI z83=fBbmUKWCMrF&G<_e?uzubN!+yPNT)Q*6f`kJ-iv{5*z~>=Un0S$U%D(U zI2^gR)pR>)UXb6huJuVrI8kXsXw>!Z^Y z6_tu}k$oHTza+vo|Hojlb^@}U+8us*C*Wl+hoexI3{4}an&*Qlh)YLAz9bbGI^AUL_?gPz(X5oU7p}4KSRH)}%Bm{agKG#q&_Q(hA z(I6kB-FqyjHtd14rXkRDsXB-%X{v}ug~xGG;lxYGF-2KMK9_aUX%nK_wij$$>H!`x9mW_mlO23lH@~6Cp0B?)Qf64 zVaQ?c_pamK_+@Oq)l(=8ryMu=ZXSuotqrc19&L|@;Pp?__bQU$muxulL^1`wH=Fhb zJ&(eFao2nj^bjpU8(V&wfK2Xeb!& zY(4ug6WJQdUUz3QG3(WEesB*B46XT+y6!pnzV^EPr>l8bHM(+CbrA!$7k9p_8)HCO zoW_?u$%NVJzTOTI2CQPNKZMTDhLQ8Izr(C24E)&gJTm?b6OpgK_XID?$9xNARg1S2p7|Gd-W8(Z zsfxQ2L)gBAI1sX4guT0+)y9UZ?&lT)ku@^MXBIgsx+1B#8UVQfnV z+~2Eu4KB{Xw}_KR^+vK_yQC?WWlBS=_;&G+4K!>Ox#-yMm4n_LFZT2a(D7`A^;f6G z3`pL1Sx6=@VZJP49JU6@6Gd?u*E=SW$-|#FSx0f&YG3uO;)!enN0gv)Q|5!iIDV~Ak|8Dzh z3$dU~_tx*)QvmyeyNr@972=(N^!GK^MYy1MM&|peV*EX?;1oYpfa|%Hv(K%VxU$um zb2pfQwnJCW{SIW{slkDu#A*ikiJ)yWUzvDxy1SzJFAMW5Mt5(WSBUr#PkNnE5qdu+ zl(Bods;7=D*2^Q}1s@}+cV&P(& zeQn)T0SdmcRcg8l(Fch$ODUWYjR62lK(xOX426sFhUPcCbcBV8FM?|{)R_3GF52z5 zg$bL0O{T5XJWe9#sJt!<_rmR8Eea{XpHIK?S}B|g+m<=ov=+fc>bKa*&SH2sZVQRN zQ;dCDY`rS)0vr(fA=`C?389xM|7~tz!sz~CKHDEmTs>FHx2BT?IWs=*lHLM@U+SN) zwX_I%NsHzPuPlaPrtI(DkHxtEl5tf#t^_>6B1cDNA;N9;^XFY=A;3hGwqS&bu@`}R zb`CR7Czl?<|+Xo9XN?0fpWakVT72x$;dT;#ULL4_55bau5gk^zN zzA98bh3#zaZgwgG*~hZ|we!#+ldu3e>RG&@^?KKZ|E5Mty z?W2Eu3gIHM)B7;H2!+8S7bUM3!{x#!nHBLRNdJ&4aM-34uk5Ne-?>-}+sCTQ75^3B zXSMCsh7;5|dTf{U*c4!3WJ!0|=0g0vEX{Y9zX)U6wb#G=p6Rm)wReiozu@c1$%(I9Y^4hgX!{n> zM$mAJbkpAwi20=rTz4r$#+UB<4_wQ!V0D|0yFdl@7_!rY6-$v9*XdSAopZwAjb~!8~KawS@Dq&i3=J%cADiq&( z!PDxjhU`?2_r@gfcH zI$WMy_`s8&jlfbtm2Y5!*z-Vm!hwSZJz}fVTmnTluiiWR6L_%phe32Yhq_PfA&ooP zP@TMM;5fjBdvmFn$Vv`g1b^-PaD@ZWZwc&b6$1QL8VjBg1g_q^xqaA@#8B``VbeAe ztvj!!u;+5YWiK@HoFVWxH$3#F69I+!BQMVe5m0>hU*+x_1WYeK^MAaL1jkT(c(#{> z_qg}lOa5HYhfKd0yyxOyXhbJY@^I`~tyQcc4}Hgdp7^Zi!ol6-YjqY0h5P{1TkRxF zHSYfrctK)yg>adND;E#Fl3OxgaA6Wrd}@~&4`h6*&+S1TvIWzQ`J2?^dk#ImHImtdxI6D{$AnXMymO`mQD3=YxE7ViL1w} z-8K>TXX^3ZYbvL5Lp|KbUq%=0=v%CD1G5N>3!5uvhDPCP&dWL4X@S;E1!aB~wIocUMxq2RsYoA}0yRjb43jC=l z=j&17&)wo^02BxHRUVGMQ-|~HbW=*?mykKoZ|bG=!#_OKPgX-%if6N;fF=Vvn|KC812-vE-&=Ot(ioX>JR(Z`?;8j-N=wH z<)VgTpC~zpho>?ZvTxY)(5CdfDoJ<^h&ex8!-b=9 zwoJG-7jMtc*`T?SMBmZHI&#MeOd6{fYS|D#^G?w{UIb3Wjl>H*Byi;Otzh_)SoU|? z$>;-#b$9p0+&1RITr%SN_aZKcCcB>rOe+6_q4+0}1Qs4YUNz%Nz~qr)!ZIrMXB{4$ ztRbN1UpgBiM!n}5;p7ob@i})xjs7r+tc`o42Ryk5U~2vz-@!#}ip4v*`PAIchFGkV zCa^~0pQeQr0Uyn>%i)p)-rjBgl1AyuMXU2IR(%9C_@A41ZY43?ck;qyDhZOc@k!7; zF5;$Jxbmk-?0@pZ-e5PS7a}U2K5P!euUBpXje|W34KwO>9O&GrNN4}zz-IFK(^uyR zyj=d-q3QvFFyWtz)@>ru`&WoiAqkxNv;K)+B?os*2i`3>z`;Mw4K|zhbMVpEIffp{ z!Qsf)ch~fDAhYxFxba~EbBu~7#3|fk(fVD76)64Ek&Y;tL!dO>Ql@Pq2XpoJ3aAXT zQ5iw}Hhj&7L8VExxH1P5-Hjpd862!i+E}t<3xS~eWoIO=Qo8swo$Wq{#CX!l2O`Y` zxH_sGO70vCc)hOmFJohh8T@dtg$=Qx>D+D4*f4G?a?;Y~pe^qaZ{8gaq{pn)wki>@ zP*f5WjUgcXa^Z~1G7>UUdJaOA-uek_wAeuD_ueIgFT3m6ST*L+Fu`Nvs_C-ZqEswj zy|4ZKEOlOar6ogt9ORnGm>&L2={N4LTOUe5x4fW%zmn>suw#iSJ(Lez*-{@g&4$XX zo09k)HeRhvphB4aq9eb7EvxtxH~mC@BQg%oc###aVaNfeES zTUtuPaN9|u>-btx@B1Wpy4$RZE|JiVIKMbmi@hljfEY_2Z{nwG9% zqz?z<$F<|<_fq-RzP{Q<&6V`xqGGLn0-5K=43BA1e7)3lT%S%tpJ7MjhLC7%y%OeN zOTgjk_1LOB4z^v2tYc7hAr@bbXmI1;&BB3}MO_?(Kg;V}yn(EP4vrFde(U5kZIXlI2HgD_X&mhS^x8M~8V4~oeqT#(aWIs<*j0m? ztI>Z-m$ioo=obWSc5)|C&K4TCdQC!9-{#$bBBh&QlC^yU1P)F~eEuas;F@A@$tXX8 z#kTGx&D0$2+^Y2FRWSkagKcS9tEm3`d7(Fe(!I}igQ{AxT*y?oTgRqyp?3f5dbJ=f z6eaCKJ^mx1%9)rrc%HyB@}QR^H7~jCj~h483B<1z%G0jrQ@Uib4}NiB%(E_VVLmpDk2hn(P;nP9ibCUoO^-(&=t-&4FG!ith`HlN%`?8a0Z} zzQ3D<0sqq)YY$3S6V^qw=@IyLtL}EZ8v(7lueLYt5-7WJP=B{R<)a~zH|}?l*u&Dv zVIJk;LC@~$Tf6Z-NS}p0wU#h-I0_Z-TUvzG5(tbb~L6( zozo<7Fuhj8cYuV4zOwdx6Y8EIvEN&g~ z!3F}}jAJk6#uI2xYnUjFBarsDE;O6+qenLvDjl|^eErHRjf06K)*l-xJV@c~TH>Iy zd>xp`P#OU3M*3Ch%(P%eiSvKL!mat!t^M_D82$bee;1&nG&n>j@BNT`&Cf zBv8$%o%4mNyYe-O+EX@^FOD`Gdo@@5odtnU76a8ilti3a=#=#~L?*)HU zIoS35YSemr4w?-%9HIKyiv3kjsg0Yqw`O$sHjDJYnIh7 z`&uX*K6mfazFMppyKzX)p%z1Jq9^6rYhnAhL_kHn4);1_$cxlIFdHSSR!;2|;nhC7 zW6snfb!U>m_L6FF4X@`|QPK0Qz5FiUYCuZ;NqccMOb*GMz35ScdsbzuI;3iGI99FZ zIhFsT_Ux~CDt~sUpS2W~NAHfJ+?YW%`1*d`xO1oy9`6?a&M>Kj5WVb&zG)>+25qw0 z8d-_1J3$Ml4pd>~(G6eB_g3SFWBbqRmDOnK5)ZQXtHJpXuibl1s!^f$?!=L66;PVA z=Ba9wqkH`G+T7kUY`oa|r}P4~heih2XD%*>OTXHI;p%eK9}%5$y;y;me7nC6?<#Qe zpt0Dy=t}Ip<*fZ&xg5*NZ|+}vrv!f+@(+lqm0)?f`m)Lg#nAQg+j(f@?ymf_{5iEh-u(V*@v^EixLfu0YEpafqA%zB&6gF!kQJwXySxyL51NYF zfzE?Q251 zi9&oj)=`n?%|c86A3?$GEU*X~-y>ZXYIMa)H=bi*Qlc>G)J|&O_YQOmrv6iNHr1il zxCl#Qge8|9C`Mgw?N*ymYF}63OzCMC;6_}Jv5q1W3lxq1n!dqTjU0J6Hw(IC0%pOvB&OV=eJcbEdN0mkA zP4b~BrS0dmol+FaH1#rS00*Hf_PF=oJKW{af9N+!w= zx~y#c#KfxpO8!xHKF;!8-LknX8(n{DeG}ue(63HELtze_{N`&4@4#taZQBj3mG&B9tv#)`I6+2AW$<2JJ( z7w19^d|iLip|eVXtwhU#LdqV$hmjc=6%W1rxHAo3y;Sx8si)&>HH_vidX8GC$>r^<^3|wbvPZ zqvs&Lt1j%baUR^pq_oYx((&!!(@Eyfw}l<+0s*xK*ucot0)o0fJe5}wa%J6*iD)$OS7`D_+aWkwNDxN8~^XZ z5ejc(QnF*Hc_w!Ky;I%wFALJRu{g9M8>Ku8pVpRKY_3cenQ@`xl43Lpn&YZolYuwK{6m?)(lA3ry>D${}`XlNb%78h)oj>(W( z{^vW>Vdh+$DpXF@ffpVw`!NIl3-WK8&Y{8hSDuu~rm~rJRFsl@>g6*@gcS8(sV*P%(o_fKOUEky-KHi1ne^4!Ms>ovoH&1JeF0TlFx?! zCA)c-b#iguPc0DJz>4byTt{qf`o! zuSD92jC}83=enNxJNG#Exvh;grk|)}VtiMJBb#A1dU(C;nH_WSzSp+W;&VPsYX`o| zcNgK&go_8aE(t`FSG8SY9#-T;#;sGcVY^VYpUXT4mJg*A=bLgM)9kb>{$U>0`=a%> zTp@I9L!<0&kno1tS?&2K?WDLN=YF9X~q z=!j43C^BxKpxNq3zmX;xi$8X4D?UO-^?gNOmq9Y@#YQvMzN6sW`=yfkw^Up#+xuRc zoem2Yli`i5#rPdEGDcf>3*DW8ayPPzA!MmyHfBo0Wl_)A(IzVHQ)d2d-%Uf?=zyS6 z01a~LcLGdG=-ANuuSla>g%xrosE(AqppsY$nvbKwpR;AirS-*0Oy0smy2bi$ zCyG%M{ysa?s~D|3G2+o1ZlQO{mpuLK7Ai$n$kuHocv;FF;dQwjtGhbr)x+0`eLUW#|qXNsGtB{+7D$K${L60EuVv9vs^6tlYNg(>D`7`SL_ zBYdYEtoNpC7e*?u_mIq*BIZi?bFWpfx>$vSl3NG9E#1b52wkL@QVv(QFaOzWEJx&L z(b+}ja=iGX->~~{Ig0m6lc%REAo=zcNt>tyJ@bKN_kk){$IY$Z$X*S<_P!arnrgVc z{GMW!|VUMScw$vvQ&O?fhIoLI51G3L z)7PV?ZQ^PWYOl95L%J4IC%okNDYaO$J4lOqtPUAE30~vR*x5324r}~ z>(RM){?E#e(`9IftjmC-_JFmRJ_mq z)$InbSgHtbXP{)?_vXE4>!Eu1_}fiob&y*~+Vvro!Rxpk#fX7@0y#R7Z|Wc~T3;@3 zupWP>+~fY0GH~Q;xZj2bnC>~U{ln=7_>}!K+5zo*I*d(;ep9Wj!^9%@hF2dLdExD5 zKf#E1iSVGZpI;3W+7nMyTGqgBaPdPo15Kx!m)rlYq^s{vsttthQ(*s6qiM;xohuVg31 zLGNnNKb7S2pc-EK2PVXXYOuJ4v#i;n1|ol7%5KT2!Tg@TD>1&+7+6;P+@@TG-?q&B zjb4@5=+ew##lVSAKW6^WDzWf%uTseRD(DxVY7JSe!VRxi!Y z)Q^!BFqxcf<=%T63A=dBTE!}%Cg$N`&{YYmqGY?~_zGCOJxa{gl|ua(Yt*1p2`miX zF>^QE!g?c#9MkSwNb}z{a!;!S+dli9n`kb<@u3I_dxcVLx=iJGQdWxZYJ8zL49jpz zDf<(bS_$NdXaAZb=&(KeJF@vQ4MueuH7cq!7>uQ^J9m->SDKNhYBUX^auL+Gl5`jr ze(IF!r6cG1?aSwn6hmx(k>FTGF+@K_sOVNvaXZtiLcx!Wu28A(#av`;y7uoqy@~|3 z(n*_FykyMPt(n{tO$OhIX(HB?f^8~C>-D9mNc;Ky`TSEVW=4+9ooA*&H+oL?*JBdc zRg=34^YYPR636scB_GaDN{16&^YF8*<6_>Ke3n6L2W99n=9O30i~BoC z*uCkC??;gE<@bSatZT?<`aLO|7m|l02eH_lS(&&H{bqKXX9lQ8-yO_rN{3UdMXR(% z1~}RFIzP$JL^5k{&N6=%+&ZCvp+87_~NIZ8|I~VsvGj zlMu5yNLQavgvmXRK&n(CoNTsskL*lBux--mn$8q7hb8t|a;G6x=IqwI=QojcH2gwC zSvr_^b>)=^rh%(nd&7E_80hW$J~%rOfg`6cxY)2opu0g~^vhHPoVW!IyKh8cha)dX z^V#uI>e={%ym8(( z`G#^pAOy<3UakHS0?WouW{GKYRM(3}oYpocIHy7#)I-dPG3#@_o9{9(yf|8t?+8(C zc>1tlj~UDb9KTM4y2EZF(_K(K0Bauo*bnB>x;WF zQGIXgh5lM&qBUi=jS-^`d>cKm%P%}k)a^Q)E&Pj~eh)|Ue?_l- z+9P01w`Xl=azk~m!UL5uZ9;!bn*@Ew2}0vO_v5|6Cy3BNsper%5qNQb^LXB44Rh+x zhK(+6$j!goYBTK#9cJ>2jOhTRbo}{X><|puAMR@0a~EJc_N|H5d5!QG*R?ivawVe5 zpUw$~x)O%Q{d@ktu_ZW5w%4=X(jiEHJZE>mJPoGDbML}$T!AASTX0gOC&U|O*^9?r z;WquLN%o#OA+cq@Yw5B(!L&YXt<|Ixk^UrIw4cS9n6y5>a-VjIV9H$XEowT2lcj#| zoq}vpcw76H9^sC*SfPm9fBiAYvPL~Z%oZ)5!b~=B*$~rw?IRtJ+=yQq=h%1kyAcTz zajN3tF2qKc5bnn$Im>E~Gy<#nz^TYS^#SeGU7ld0zT zzkiCvFl)M|5}O4`Qwc0D_0J-DkiMhT#FNl_p|m8-97=>(JKQj33nkRO6_`a0g9%=T zjB0gBU*fm+7`=GPfzVH{WOcivM>L64PD)qkqGkDSrJ<7*gvKN7#BHwB83u z;wT=E+V~SZYwb7v^Yka~{>|CxcHVVkKdlyo-<@ad~8A`kS;Lp}OQ09ZmBh^pac!Q#W5Ds`u`; zS0|q*S_Kcix!!6FFF|iNt832qSUJ4T&dnE0S2Qe4l=$J!9DGZ!6YO>PK9f z`|o{pSO9Tl(&L)~{D{{-Tu&tCx)WaSWG{v-*%C2+(ple+=@Rubf_K$Qjqo7I;L7J= z2Q+#Yhh@w-5YM{P-pK3=B}Q%jQKq@Wh;;9`tK$4&1p6tMjR7Np#Qy3X9LK+V68dgm zY=80C5uvuJ0z@qzp)q`avrw%)PI8yj3`N)@&_GZv+|rRSYJ8^lP2Gp6xkeMHGx8xk zcg-jClf8(F&VBvVID5jDBBg49Kr^3-5~slg02=vWg$_+pMacS}nmfWcH6t zwFLX^*!hCZw)i=rnEo-u1uccw0?sP=K-sp|toKteH1j;<{ink5JuUMX^>P#xH#KbJ zc^ZL}H%(gl?d|c?Mlt^I1}#G9gU(HhDhs0I@YgqKPWpswOp*}&ktPx9K5uQ_cOI>c zmzJl!Trm6Y__1tRA7nBgQhzEC1fh<8xo7Df2z{dHD$0JGn7x==nz_%O7*jjPWL0lN z1jbixHPW;sEF-l8e~)Psp|z<@2U{(W-aoV7(a{a;`wJx4G6P}HP08|a34?~cRnn8s zPUtj#e$-UTkRW**f9>woA@qlW4kyIx5<=oB{4$zq5c2!_lXdYL)PlqfUs(DfWq6Ot zUb8Udo)X<3Ly1J3>ni~(uPAWJata!1`ao^H&TI2CjCl15?kbhEM5|-`#foGbd_3hD z&-K6!ZI`zve%*f^I*Bup*C)al`%2bNDfuXzf6ne*njedW`#c&CGh)G2u}A3xB@i)U z&z_1@S)*z0qFVJn3po7z9@emM2`3j+69RraVOReuzpj%vG!)hvyfzL*-}=xvp~5gE zw7%AO&mPIpp_86&&fy5H4UpvNaK&UDHM2m%9Qt272PQnNkX_Mb=hk}-gT5IX);#mV zt|Ojt0xqE-EuGk4k`#$|mVIxee#T&N{pOPr>yxlf|F!r_n@Gs6St<|NbsZ-3bsCe$ z{c&=~B^6T~cUu^7HYeA1-5ZZWPh@b5jaWSFWEE{6#wEc_L0I~M zbt(d-<2i$aV&IUL_g(u|2)tHP9_9-MGJM&(_sWI=sE{$tJ{%MR(@iov>!c&#@40PKn@3TsJwVnS?*;Ci+%f5onbis=M^i3!&4(vylrPScuDX zc<|K&>`i1IOI|ydOSI6*eu#3Tdao==;@;K7KclO)r6SoA2ojrWSHZdMQ2gp9b z771XZ@*Zy*PXg1!O?x%sQxQ|nqwUGyHK{lilqZsjxOd-d>J_u`#5cnBqf9oQCQFyu zH>P3XolA+DcQRO!v~%sA6o}26Y#yIa!O`{aufC?Gq3L}ob*?!bab2w4ZGD;G75-aL z=$8$ioX$+EnOvl`$jz^<$pLL$;g@^r=~!8r<}N>;ifgN;FL!9B;-HYu88+Ex#n!FdL)y)!Wps2KOQDcKm) zn%Od3k&6N+-!DF~1;{e9QM@Q#gf!V3m*-YVP##@A(9>9mhfRH+A0%=i;9S-}*TvWLx3$iZf1BU|D^$H3RSoqI5On?N<+zytUZzQlh zug*TwT7VX>ea+1*xe(tH?O^vf8=ON@k1iTzgVKK?y(=XLgM^BtQ|E89k)X8CZ+Y9EJcKHqINr$W`k7S;Yh&OCIO!@Ml`6tNd z{;oXCaCCo>U6~Wo^_mXoq2}e(dmsZ=65gOVf*J(?}tA}AP zR8AG5U%hlj#WoMA%+5S-U#+UT0GAx#SMB#K+Fb5NnAa_2?G78-u(*u8cpsA%WY;AqV!L4Mu9 zMJBUC$R0^nR*Wh@*^dX4@(~4S&sh9ny{8BXj>p1hElG&bJ{5LVh79Y}g`^!TWat;S z{rJ~KL69ypuZ0u^ExlJyB={D=A;|G-cSb&9vThxgO3TNxd_5^CiLr0*vHR%FR0J8z zcSHISB#d~qC!XOaLx5$F>B~6^oV1r(M);{Pt-I-CtV4!}^<}qeM!sGvdK;^bG4^!P zvh7S-McC=^``Q*&61aQ#zD>K5@nH4Rj}2-Rkc|tSB3!7@krE9Hb)q3?bg(_HfQA4Q zp4$$qWL(Sv+T}dRc5BX2M6DOnYqEzgp1O=@L_kv|FQ87Gs zE;>q_1`#{$3vyy~kf}_WfhIKYe}5FC`JD`cX(Q{IGbC8C1c@c{klT1=lgA4sSRW-EVk!=3#Xvw^H%q(XQ}A0Wjg+R7X`1Ytd`X|Nl5rp zCVhvI&tn}khN|iX*p?ypIG9oZ_GXDU9IPaK{?%?|{Dy=V7SGSc4w5mTXsx`SPC-HQ zv?M!?io@e9#AG2EgM3^MIQAEz&mwTkq-YV|A3C-JHhGK5pj1{=;$z#AY%da|1e|CCM%Egl*kjYP|nchC|3Hjj0Qi;jlq zR(>6A3S*D{rKv}d@a{<2pf5vLhWE(|v@`hW)jw?8KqtYa$2no$APJERm7JY#$#5`Z zoj>kLfnDHh(>O-mj(B}u&1a)RPK39M^B@U<0Y~~=XA7V=LmTSez4?~1`AAVQG&!W0$KdOBJbs(pEaUuB`P;WMbkjiM zMERj`5@be)mv@Aa;HhLXboW0Jx*W9z-|wJ6T_TlTm79vGqQ$@&FbZGkW zuso*Ip{s16*v>fTMv1$u5iVrZR5wM{I+2m>-XNOF$WOvyKJ$n}6g*!&yUUK5ikQ&q z51BnwJZSIyC!a%uD5tBHs|_8VI_m=$W$56`HE62naNX==;eS&Awyi9FRqREmd?jsMXh=fCszpMl5##)Cc{%EhC>Z&% zUXT_|#TEJ|+Q(@sdcMC*t2j+Y{kw};cd-Zu?594C85ZGBb?*>~K$*UQ>Ou&NxfyYdG3uov^=wyFA+~#3eBH8-gp6dn z{@rsV;0b5dFH*ha&;N2T8D-uM4>4h8OXKKihNfonH2%=zqIqh1`bt-rQ-S4NDlW|h< zlYYQxAuNxl-J^LHVlpaekj1SKDSkEH_D+RZt|6a}T1P_XetLW#3mIn;)l%JFkioCv zIZW=S;AYC{(9o+?Ed479WqQi!&$>sv91PtqiRfO9-C2OzicHG~Tm`T@H#g_On76z6 z6gBFm81pLh{Em$b{d>gib>+%D3F%z>%-Y+@U_0Mj(%eagTGVp$a(Dq2_ZiMhz0JYG z!q!1)?;PwsFPkZ>mW|@OFMVtRa&T?u*fSPE#$3F+8sQj~hoVDk_kR*Az`gq_qB>6s zaiDp(=thPQfUH`FRyT-^nbrEc_NEm1g4B3r%xrA`?Q?)sh?rs?&FK1~KltiL-qeV)!M!CeFDH!iGzIe(x1(J8zxIXMi!!8#yEspeb6bqgX3GdB7{Iec$ zX;LO^#}X#C?#uz-ErYzcCmFb!w{ZHdQ3|~7-jII4@cWZjSr3zM#)B(^BeXav9*XgT*YsX8Nkrey z(QWFlBVqTj*u2&;0$c%E?ROi(;lbRZXWbY9rFNm-+>}V9^Nk-BN{K>sp9ufQ-Eokw z?p(Lrm4F@|wkKw`acKK6J^pz#7_)_k=%T0HVX}|7SM}!_vaLF&1WO#y)OyZSO4se;so2sC-F^OL!I9Wj@D8#|xbLZdlkdQw0a z8l2T#akq6amUR8V5mg<89#%T#VrC1&WMLQi&F&yc_BlvS_~O6`J+EVTgR%S=7EO=C zLF;(-_JRRpKW%(EAOs=er-~E3Nz{U9Qkm4@D6l44laD$x-LfWxl7Ai4daOyb(nsX8 zozFwx$R(j+t35&+6lTedZWyC%_MOV}#aL=6J*Pk$+JC*xAG^2_UTRW@2O7PJ2TLA@ zZ~OZaq1j)D=j*+RT$x1w&yH?HYl!x#%64l)+2&Due}q2q^Wnrxr{CH*soVK+bNqQw zCU45f8oLpv*GYLl_!vgqU*pa(@FbjgVi*?lJn;tM8D`EF(jHD!t4Qg7@eU@OzG)R( zOZgK5PrKqSRC*H!-k9*4=-UxoX*X(GT%CyygHr`VOyPu~*YDYl(y_$h$+K^S&c+b` z0{{U3{}h*LI23Ld#*0d!NY)BvYq6vVWjT~=C6q{%ioY$StXZ<}yRnYJ7&B%wjIEM# zw1`A$w?-;dlqji`*Zb-D@|@?ouXFBm&hwKMCtTZLmju86$l2#|;vsh)e=Eqxz_sj< z#0s4V82u#o^ZV`~=tv8deBt5?L5fW}Er)|Z#3swq(dzz|J72a4a)lS?yl;3wa$-)G};Ks)Kv~;>Oy@*JM@4p-GBnPB{Qpd^Djz!5(U7c&*uq6$q`@Y;t93g<=uNnK=fkNnNeX}F| zP!U|@mD49th)}9zLo(Da0*~do{E}`3FqeIz&n+hp-V809KE%$2?xNuUy_sy#=FBaR ziq3|$E-odhsrm3ZO8RZtH6plo#&#XKNrXx{tL6Qxf=yg6*1P3xrLf<79z^F`3 z^Ndj**w$sdEWAX3?ZnLq8!NIQ#VXZ!87C9`cB^+E4ktiXC+Uw|Y9S=HB#Yl0BEsMi z;kYzo5~xfN=X6dM!%1 zDvz_oT64kHJ)nAqOoVr_4lPGY%HV!~OTH?T41adKI%=?{9NHzj(v$1RkXJKRD0{yQ z&aeBl$98=g%&&PhnSZJjB)1$o5wNWUT>taCD$`Q}%1yIQ7FHDaHtfIt-7zX`&v*@| zeW@T)=`hdjqyo`1Prj#`3RzmY{`Uqepu>#Ef}B(V#SuR~mo-yB^Uhf1+;ll?Q(OKz z)qnP*&QzHq*5V`g@u=Ms92<+h9{K@`(vqy0=BYePjcR_M~Rp zu4<53AQf|GtHJU=g1gvUH5AfIK5h@LhTSCd^B&q9sI^VvcKl*PWT4^h0;|zVr@AZ-s5ZpN?9StWMZRDTMT!FweH8Iq zGF5;MgK5%kED*h3yW57#fKMrnHy_=g164oq*UOkn*nH&HyYnm!i*r0;#UQ zbJtm5`+A{gB7_YU0fUk^L)jqH)AHhh9vhtgJ^ZU{$O1{%WBl)pnJ{rl-=@`q0lAt% zySXnap)=T5&TohYMj6SjjxIE~dg%0-xZ?~EXu2SlXvG5YMqTafV=VY#fAo)y9SgiC zlZ;rWnZSMV#44Oc2Z?y{)L3IBSUg;AG|fkY@aGo2yTz#B=SkJn|3HBh-3uoD88mQN zVD;1Q(m^ziMQTFRn z-hvyt)LaTUaP~~u$+2k;L}wSiSSeKvd6~6u5}$FPtfVwLx~K}K=dBFJ|FJ<`CO~0e zDK1E^SEx9i1^E?acYB(a{F>ALaIIVoOm>#FSQ~NS?wW+74UJsraM4X)Gs%U_!NZ_G>PoM-Y1P4_t<#2qqIFM`qZZ_M91r0S<-&uHJ>FuB8u-0u!7`?o1DT^0 z#cy+~KtuRl%A?Iy;4E@X>VZQIyf=QNL8;)vHHr}TNdgy)eIrZh3S3yTljSr4HDEds zti5%H1Fye)y)Qpe1=JH?wujoYp*5hFAbpetf9E<2gm{?{&d_w~-pGdMze#hmCe<({ z|DW-0u^LD}I(*gJu?B`4npS&C)j*MnWK?n-2O?EUT1&L6pujq)RR1dr#%1~526{4~ ze(lg2!B2Exh2+dFu3!SFT(g!5V1tg6+FQQsPD2OnGh7ZrS;9MI5TntM!79&PK# zbiiZF0&Pd=U_yOl+_sMn*9;;#k;OC^KB@I9EU^MCHd~#3cB346p6SW|*+zz%d7jyW z@+BZy^Jn=xtunyj6hXxe6ll5i>e97!6(Bh^>9Zr90;JWAgGGXt4t7=PN( zyhtqtH|zYgv1`S!es4jHL3bf+q{!|eoy`Y3XCwQBhxsu4twACxxEMy=l(!WOk|2C$ zZ+O(lVoE~`SGvSo)&-I%^2@uinTIsth0jwhHzK)*EfhYzi<8@aSgiEOtL%69>+w@@OTv-BG zTg(RW6hy(#+n1{r_yS>c|H!1;^-EA~vNl8{Hx7FF?;P1Xk_unLKSdIFQ^D%@cHQE& zsj!fGO00nq4|dm?Rf8*>t=}0E=B*0~o+Q^%DL)XM7mj+zx(YhS)RiBtiv;mWcb?`u5wLnO zMj=u&7|u?-x6XOz2FoV-vK-E=!7eqQn-8CUf;M*Y$7dq;cV z)~gsZWG(gaNGwkLNjKUWmx!*f1S&UXrQu+%Q|Qw(S@^);zrfTf5kp~0s3Ir|8H*Y1 z#hy`Un{A0<3>XJnqpBeMX{6GmV`59!@|*D(~vi`c#Cp!77l2>n!nCNz!q=w znMl7Z3>Q3p@!s+jbbWHbW$)T#e6zCtb9qE6b}kGfu}PR^;g^l2YJU&?4kzHy zpwa>J**wfiZh6A^TYx(|OzcJG3NWg)|Ki)Y9Q4&oR{roU6Dw=Bwy-{AVzT!YaliXn zxV2O0$LH5MI3ksXXFulRy#R5Js!IWSea+K#A z+%p5Ul;u=E2V|l7hXpMo*&Hm-FuzmUPCzpaR~4F19wzl0+}{vZfbqo3xAuG~!flf` zYUd3K(J{O5S7~rAS_Z$bPbCo0^lJ0swy34^aOC;hy196xUWg`An2)^D@1GXf6k(^} zEJaPF7)5Vh(I{RZVc`CEjxvNYtXsxgc!o~KhnI&x8r&|yf5YL;oR38OS1{5oElI+V zkEs_VoJlxum&P%3@XIdYLsT@g zu!?!;LBlThS)xluCF&#`&^;){z*9Tsx{b`3cwqIVkccTJ&bu0am)XI<%`W$yBzMqJ z;ilwK)vI)z$oOegUqMG(9?E{{CI*UG-&wtCfr%5kyN1W~*jRKSLbflw3LpP0`J5cNjL5XpH8SoUf~yU z8FAIv;V%`-TU(7OU9p}I1ZvPVgTA)Mtp;;iE4AFFYcRCW{*jq27e`A?9(*t2;tJK6 z_iFZBOnSZJ<9nxSG+3_l)Yhd6NslJfgooHzCO0Fqx`B-()-mTx6Ks^-GZf+$T7^OH z1e)&%a?n^idU*U22a#U#c=_sTJYDqbw!#DlSB3Pu6&SD)dT+*eUS*=r?==^`=rK{6 z!!x*0#z5|g#^dw%88|=Qym2m_fya&?>M2;tXQy~$X6Xb2)0Z1<2nl84rp!RKpHJy{ zZE7R?QacSByg&5t4^uJB{Iy-P0~OCd>5*E$kBUFeHn`uuO2q^%jUGD{8fr?$J+a}^ z&@b(Uc!WSDcE;-P_bX<}JhtOfgYtcK={LL}5E z5FIm$a9(cziD^9|vin`BDoq90{q3FTjgQ%AE!g*c$S)PE@z{;u{YjYi{D^xr1(U*H2@JcD(;*>+{&7Bpz^uL8145 zs&2W1laXejN{u@h*5^HMk#L1AJ0r%#<4xi0-qIbpVa@0j-y)(XFBf3oTgAZ1I ze#$s~^D-_|ysmD|H2|LDtrhXXA&@Y?ud&K38Yl`*J(5XrP%H7b$VE90T6aAf=8=vD z=lG9}`;^0BmF9_Gd(y&S;y}%+`JGo_tWf*rwU+VYD$hQ7cQ$M=S8pp)$%b9^BXPZrSx^@mH+1%HI)Iexp3c>&aA5TNI4ddvTECWy z+K$D5m9p|pcWOK^s|98f+p<8Wf0JREI05DduGb!0l?&6nmaD&RA^>kw*IYY22UJoU zid3Iw!Ox1ag@}<1Ao?N2W@S2roy|VK$0`{by1)3Bx240kJM*XeyK*7QilY42u?Vt< zhwcm26~PSIgTk31Lf1t~^-hN(@U09~@wiq1N8gC=$B29&im>p&o;-NoE_3RNX)c@` z@NpNB&x2o1-eOyXNl;MUA8(LLhMnJr=D+PP2cqIhU9qZim(0%x59Qa8Js^qtNNy20b8sbH@nwUp*w8cYpj+E zsdrXM$<$F{op)E+`s)=CWwz5P@iqk-yczS*Ru0_o6Q5-tlc8V3b@`4XgEUEB9b$)AVcLg-IM|{Y6LIK^+!EQMZDu7yh|C8;~Kf5{1S7fUe6Zp=F zq+hIOf^_j*?kJZD0hp+<;tK;79fULTCh5>)s}?gkSqbGI=TEXnlfPW{vWNgluB6HY0{JzO@k4hEJKA46;N>W<$i}G3g}3`pD3FoL(q$Fy^rR z^_wZs`ntbN>i>0qwJBlPoC=?;Kb*1VrNM%<)0Jg}hp%fb-?O z9({TgFc#8XC<`tJ9{PaDp%YZFwN-XY`c(wVMu=pdCB5W91kPS~KoVm42c^bCyM`+}ld1{Cg+j(k2#|`QLC{*2@Oz zIMynALKWDZ^HBP;o&)_?{AbG!R{=xgL5o^48<;E?!qj0l(As&|DVVcBHLQl4WxT|t z$$gsDVoThcr(W{)OEq|8X~&$F=0br;|M}o3E@YjQ;NR=S1;LX;l}b8XIAU6-bls^2 z>R2;D&+TiVdY-Q8^QamWs(hLsG;x5deRG%jZY~(EB^{WPs)MPEZ>0t5>HzP~`&<#I zhrJIa{!*6L!^3HhlR|_#c)z{b^y7*;kl#PUzxhfn@cj~)aamsr!jbCTo0GWEapZ$@ z+R8e}%S<*hNUDd9Q0Y@)RrMe=r+wR%QxC*UopVvf_0Uon$dqWRgH00KVr~o60pI7n zT2;=q;2-RuZ1S25+f8H(v;?>iJ?AB=nN$mtvlB)s_v>JV=n6@pb@kAhJ1};rs}3GE zzC6E>S_dy9z8pDFRtqDuWnyZ-xsbopYml{`3o)x-Xt@qn!@p`Dam95U&{XYtDy>)z z_HTaJJWAt&<-h#Z9Nk(V#oJ8oH>iaSa;e;bJ}x-DKTf`#&xK*Ra9-1b8rZkV%uK+v z8n*HA%NnuY6$DD@p~^`4Vs&-9oizm0biM`(LY1kkRw~_w#uXmKKpfr zY@t`flys?0cwi0uupUs44yl2U6vFCH+BHxy_3L9OjRO^1-zZ2pRKbU+JaP6qHtgEh zcw!`$2`WF7E}!CM0;@{koPQY`TA!S(nK-!go|I4G3G-?&i<>^}{E!11ztcqD9p->t ztbEhHm?huknELhKW`gRF{pVj%42XC(Piy3*!%Kbzo5DmI)NVY>cbrIvyzc(~lff(~ zt1^4`s+9#Vyw%l`+F8&m%zVqs$AY8(HfOK6$AHU@>m~;b=&=2wS6`q(RxYr311M0LM4<+=| zp(*vJ>404&)DZ%2w@T0;Q%dgDbg{=L@|BFHjT%n#4bjc|Pt4+b}TiwXuYj?5n z)Rhtt9Se-C$t{7zu#uY^)|JDN4>TE--S}p z^CV8%rj~%>W?HCR6$x5%Z@sO4L4@iEPSeP$LOAhSKE=5)4@&jEdFWou0TTglWfSQv zFuBj6WhSP9*kG5LKnwv4b&6hCoi2cNHf#EXTnixh`uByBu>yFPeJQw&Hy;k){_rA@ zO#nHW27&hu+0guaX9`s|19pchhE)|O!zJ^}&Ko5Y;K`^Q|IKF^fVa*jJpGmpcVmtB zCGN?F%~^uCOL?;3;u#0&kh^JMBxgDN>rp%?wd_~uEs6w7ueWm=eu0oi>A!H~f*Z7M zPBAgu?hk|drCa3J#==O~eRt!7v9RCv^ti~SSWph`Q}TQi35IfgT4^f-p)P&SeUpX< zsIMY~T)b)yRhnB;^hM5KXh*1h-@<=r*nGl}dF?+KpWqJf{1OOS%4D-Sz94wOd1JZ# zNB}rn_&s&s;RWC0nq$Mwtbv?%Jujx+41aFvV^Fyluyym}30Dk4(OVg5)6XN2YL)%V zHSH``-7+}ddC?shL0Lw`-4~$4K&nRjyD#(y*cJDCUI0d>ZThCq4$x!1B~|)|5~^=h zZRAgJM!w~~Y@GlvOzF+M{&;H;8tR)9i`@?3)aq8V3mF~|x98T^Iva1;80x0GByYlDUr(HU&=Zr?<&PGMLJrpD;kf0ot>FJo z1oWn^Iexlh1XQJMf%SI}fZ(@i^KFaAP>`%&;H`N9ziB)uTjm*r9&dXZ_qa#k(RNmB z|BqN)!A@>Ed@&J;Uv*5xEW*&2H$?MqhbNw|@%Win@63~!jBob$mg1wF(HrU@z zN1u@wK0F&zG5>2{_v=luXeTsVLv)Wql_TBSA7o>2HK}$}*sECV{S)%-^U*|{K6_g} z!!;ed%Tlk4^k<>DR}b1xWkz{sd!8BvNJd(EvUinFn$A@tC23jsCjD;y=A|EyT%*PZ83bB5` zrG#^kh?4zPZ7(}W$lVj8{cE@s3%&*vyfQ7rwbqMbJP(SH8sxdqy)F+?KHG46NiKd} z)EsnE&P4;J0DF-)54S3Woldx(j}86n7Mwf_aqGy0S%MT1cUAAIUD;8LGMy`wh675_ zQn-Vg*iedn=e9H$mKNc@3~kkYz7Wh6A`waU2xu5 zh=Ub95t$-|IEiH&VyufW_r00i$UG7ANB8GS2$bOSBJV%kgfcYyc{$xYkBl44zgj!G zmt()rV5_$;1sAPXyNZ>Ja zmny}Xq{Z=L_sVd_Cnw}#BN-!)t{N9fE=Ti}T5`A&1(%PkXw{#m;EnFc4plh{eoOTz z4&x`IS->&zi)Txh`epwz=M$wks_HPTxTNdLGt*sRcgQG|z*}}lo`O3Jh)N?@D=?oa zyz%{WDqbjfWGXgILz63OPh|L1Vy0l#{7zvis@R0r48~XB&-YaG^85;{F+A}_ek~QP zc0FY}Oi=O2o-2*NPgUao00030{}h;cI22wN$B~Lin~;*FlBJ{&EjozOLM0@L5+cdI zXO|`07|bxkm>FXo%V5Ya|F{?67i+cAjb8bv@N00}4&ee6J8&{t zf?j|Vtfb}tYztBGRZx@e{UYo&Ogt91rWlu}U)fQuR)VD$Z=P3sSc*@+@>p2Np_bWiF2}d>bN$S-9K=Ld_P1jkd|f^L<(nx7 zzr}?X<`r>pdmGun)utSW#B;r>*H_?h#h(keN-B_jeOnjRrV{y*>xoCWmB@dLc;rD> z1^#4P-MzZ20xb{e8$=wbKw3m^ar(ImG~B&q{mv&9I9tc6lGUt4zxU(_kD^M9r=CyW zr@_T3@t9`E0xpi<9!`H4+1NRGnLpAaV|wZsuByN zXM)%NEys4B$)g2I<+xWb`CjtZrG3`6g(tk_U~|H!;;P9d-7*cl#mvfaXP^dWO-wnC z(lzAg@0X+FzY1~H@pAkTrfBp{wgSJ*insh*S&qWCd%}qC%FuXr!@#Ia8FG_P5B+c| z#YzR}xVd_?9_hcD{vwqWGNpMgkYhv-LEC)y5cV#OZ zmY`P&Zf>Eo(I-SouSJfH#(yfLrMrqyt1o8I>1PqvJdSOA>di(k<<;g~m15jD+iWQp zSB#CcYPM@#F|JUV`N_Mc2nXce4IcZIj}v=?*LjQPBP(XOO`n#B{)xQr$!U2wcWt97 z@oye(FpXu{wddn;R6(pMSg!Y&1`SlaUZ=UwW>Y4bs@yE~eU*vV zon2A|zhw_c$KDHHIpE7dDG zG#M3aTs~iVOT_8twI;6ARAi+Rk4vpf!y2oHPJBO3jrn+432V=(~si!PqJiv~xn z%}KZ7Fd>qsdQdkBSBX$`i0u)0HRMFuQ86!cN%NkLGQEL*Q5nl#nO(=y(Yh#7Qyf@EZZMBA5 zL;n~Tw_Jlr_3WXm9~{6-VPq=nvo+MSx9c0bi^3Lfx!liPrWo$CaAKp8vsb|y!ZWJ8qE-a}Nu#N;>qZE8Zg(+n3UsDh7R0XU zX>7ELfkESQkv3-tP%QbiVarMqI4U#S{XV5bfsK-!@tF+pSiSb0n?VM2Y>o2oe@q5* zo*MJe1`^cB)CfOrNdaP~C9i8|GU$=>w+c5V!K(F9S;wEH!I7c&u3=B8AiB&{W%PI! zti7^xvx8n)aAehoPvU$GxVJxj z-OL>Z1ex4D&533}w$Yzl^(H##^xXP(DK;A<_&4em#bklJVvME5T`K5Y&DiRam;to# z6xpWr8Ni?JR=9E#4W#`ZJC3}j!w2Q`^QE11FmUHr+?7EGN7g-!7WHhd8h5yjeD3cb7qi+Z&!{>{CmHRaAMp)01QfojcOK{aymt_U&xE z@;C+bRR}5b)#*SBxq0$~76n4@Z0q$tOo4gle=~wQ6fg}O?@&9I4mX7~qce<`;`^|i zwfABw*p-TM><5X^kfx;eV3Git=aZf@x=COelx#?QM*+jtLFpSlP{5+AR^Gpl3Ig28 z&3A1nP%6E+vC%OdO6~Pm8Mu?6R6kpH`R!D2T*ngR2od3pMrBdRV^Ktbf}9?1v_h^%)SI~$u01g}>D++-5`qkh=EKuv`!yYhZzQW=R@-EmGrdEe8@56?@mi&!|>f+)6exKu+l8j z!gWO{%=iixepup*nB5m6CW>LesitoD0~=z)&-T7=E`nOUg>LP8g`l{>$;0kj0lb_O zomEvR2B8O6o1ZF`f&Zt)?&CwHpsDoRROM?aNQt}>{m@eBiS zSnhf*b*B*U(vVx5cLBUR;Xtj9Ed=jpq=#>`iy<&-h^lX10^g0>4XrFnU|R%dR`FFa zq(!U^tF2|j`R^+%C1i@Av1|3<`xgc9o3FL`;lq50c>8nwF0Bv(%a6IdZ)Stb*AoFl zx@^#npS1sEzy@jRPQK#$BJe)sKyy?o1R>I*f=qfoIIBJ=>=4X@w8*%qkls9y%F~RQ zTv-V2LvH%E1BLL5?|R%dheB9suvXB>z5sH0Ox;dy%ZH}<+jPd|T$m`k&~&RW2h#M4 zSXZQ(Ah~c%Rp@pOP`+CZtX0Z`U&AMR)k5-M(E9MZ&1do;CtmS#1tk}rzgKEgT$=Z; zNcBdxBNMU|L?)$X=@6-5e%3CQ2G-4MqC_=lkkYz!rA!?IYy!>nuSn&9tEyn~CKo0U zT_f+`S!6(+y2p0!Q*1V)gsg0y=G70#C_eW3N zPJw1Q-nu5|WQd`EjBD(Q2Zz1FC$mim(3M~F-(PMjY^C_^I?PQ2jpHX2Qw>u=Ppypx(C6#)WdHBW)R0r2&(P9*b?HyA%MzGyrX4oz$| z4L<8w5C}agIV2nl_emR|;8P@2tbKIzer_1d-={SS@%jS~L;cc2h7;)IcF8%|ZG)b7 z>uRK1ZLq%1?hy02Hclt>+$sBNoP> z5U2Wp!fS<5%LKwIn%z<7pRHpnT1Z%#w#PR-$7^ArpFWOf9PG?Gw+DBkw=A-8{N?A z_dB=IE_ZD83GA5|2*AiEpLSmr2*Wxt{v(Pcmy?q z@nW3H>Ag4Iac#_kb>$vUR5tm-|3%spgNHl0BIW_8bzD|i{&6U_Z|K-2A{T`jtpmqY z)9#{ib?D+|=|uc=V%qZV-$c|bB9U!1BXP?VuTkHKKNjVW_h0znj{*$aP4zAQsG8%O z;AkC$I%;>!#CAnsJ42+{{9zQHP2=6&dh#yj^K{r}yh*_Q+TMe&4-wGLAo8$$WHed} zN-8fC565@~^G2RE;mA&4X9lkbN0Hk;ezDIZP%hn9hu0z+x9_w3>C}H012%>{zr2xv z6`M_oZTdv~v&j?Q_!4lj_WZ<7T&gcmze)Z$AB7tqGV<3}#^CQO)#t6lWAX7jJ-v~E z1nhL68x8Xik*U_b$09QogI`%%m6?&Sxt;3ku!oFVF&uTqQzCv6-DSGpED4v7#DDyK zCjqy_mdlLmC!w>$R>Jrc0qYK%4_>Y$V&*QJyiFddxZhypI$t&kBkRSEbze+JdEF$_ z!{+H2MiAPS6`q2xBe>O)-;?lHxMTLrKl5r*J#j(LfB0hU& zEON9i6{l^|cJ>C4@W#sa-BlXtm>Rc@&vB512U|m*JpWF_?F}Z2JE{n%E?aN!R!%_2 zQvP>OwkG5DElIN>E=24(e>3dnQvE&=c_>NJoPv&vr*SA@pmUuup`CXBSMdiXTof6iXS24UR8~To&#jO*Cr`X5KYHrzb<=y zYRN!#*CTs%u4JNCE;S`al!j-T{~G8>(s9j{swc4_8^27HCjKH*Fy=_S;-NS)R;Kv&LUCM6g);KRNZour?h9;>YK33kkQEgyu99rQxZm%RfaWNNDFLbASFC868Cv^9rOgko4ln z({=|6a&~m_oQ}&xi&nmb-kD6KbLUKGkIASbdt&~qY#K&N)=rYNQ?W2Jkg-lO4V}Ia z4jy?+!sm*^T+fAcG_;`VrpZxpceeb)9t_bbO>*k%^|CRa!@OGBKlRYs=ZE zG~|)jpTA{B#crdm-sZ!_|!Kh%DBzCXpJ5DK+*ziud4PdM;`N`-c{0(^w>7eEjUzd3J4J0X`h9(Ux&7#OnBMLbI0&@OfkXyH1}xoZ;#2y~CS_?#~*|PS51x zx&meH!h<|y{&U>jAD)k=h~k#;xd1KgR4Ru)6k@HQ!YFwK8^r~UVtiGL(OC2V&*A!F z{Bur_Z68*Iz9%JHX1xkgR#ngKR9r>>*Q988Kad%XMw2iKpqE;Hm9=hZL=IR)G? zq8A5sLU zh0;VN5+zO~HN33Ekp8!e!LKWDyeuHI`$h%&YPE5{rdD8eZJoLcR-lRcpd>cep^j<)Nri5BBxcGK3A{svt9^F~zN%!`XN#B*Jmd{wxO z9TruuT7~=xe;p+9s!(e5OOxxeYE03#w-@%VLf`HllhIpTtTl;#=Pbg-+c|vKB3Eb1WJ03soo?v*XCNtSZbkj!afqUyZ98p0aOL zR$=GAM@f?oTyzt=bVf9(67S!dJ6-5gi7yZR`@?^%5?iip*Cu*bq9*+bb9Af{FVtU4 z>^j9o*8|4QEFu@JRDOaJMT(XYmII z`!?R_S57WN?y+TkUer?L9E(ww7A(aog9PTha4FjEa@v{{7dDo-EWrx#+8EGYb5H}IImhDu}`cRvjhGMn(!*dw99`!uPrFXBF9E@ zr(q#FMvK4DlE}wJIWbE=sXSyH;JkF1%02*RXd6>7u^2cjx9?pJrmCk>ihoOah zc4d%{Bk>mt-uLID$;f8TSHpZvW);d?-C!ZTaeY!x0u#Z~D$4v46BGCnsG3W8RCB$m zuE=&Kc9_mu{hVduogJMv1v_%^!SUo&k(eAb5DuA9Y++!8=cUJ+w6gKQ;$x>ut1KLi zZc*57o{4%c?xw+MnYe9jTkJW=!s!Pdf$fiJxNEZ;^NlPWDdEq?b{5fb|FY53+TW>Y zRl9SK$wv~(__zy-=%-<#>o>A{b_&XQ+1z2=OTpw%L=B_Ux%bSw1q}4g&pL7a>Yw=2z zwqz7bFtV~;5rg63dUa=8L-57f2ZtL}Zez#rski%-Z{x}Lf23y`LvZVcC#frgBk-Va zW@)}?H2R&m=5LyR7r#H1u4OvMF=1J5~G;fuhXPSzbmKX`IbU0ayu2kUY5Sj+j_Aj!WY@K31^ z^miuNU30w!61mL6{JIOk(*mK&WJwT~e)rcR=_;!JIRB|N{1UoVCp_ME$sH&E#tj^SXt zV~@cmogk@rJHao7DBvHzCqZd8MYy73eR~`*u6$0(8#Aj@+h&L7U`(Qzhwf za7=$jT&+JIrX;LO#1<0a;OZ>i__ay!`Fz@c-*&`9z~*V3-WChfpdhzK}2}+sJJmso&=(S<{1k1RN%LH{%(I&7WC7_g_?zE(0?O&^1(dSq~>(^rcppp(Y#*f3>|8jBKJ+in9w#TaiB_+36raH zua6TLkQ1Fl?QNk0u||vUX>vBK5N1ZT$7g|FQh7Zj)mUq`mhmZP}Rv!f66Cf^tk~5!H&Ur!3iL8&7wZ(BR*eH)-xgnLt$6 zqKH(`K>7K74^cJ~t`**Dd%d3p_m3tOir!~|_r57U)fyJ8E$>PDUYr9#2Fs2JEcsRU z99lMN!-QcgH@<-k2IQ$xUpg<*)}Vfhw}J($-nu?jh{}T!hmjh`=seh#=c)SFAP;W5 zYMfOH$pzs<18?=!SwK(wVRm+R4iHKCKMhz62p%}T*My_ z$AoU50GqV`7+{`O&k|Lq!*(&lsx$U9*f;!e?~g$$i0ra4+U}46w$wfQKTl+VBD?ll z$596K-PRCU{)_=-;TOZQUNB%m>ZOqLDh3pn6Mr-ivO%Bec~q5<3G=*-kwF_Na8}5f zXY=zasbJ;%Z1uVM6bP40n{WM{0rgj{DtwnM`Sa0`KPj+u zPOdL|Z?u{UCI!Lo9uU*Pqs6?nCQR6cd zNl-^o616R$z>wS3&GJfA==vG{WAzfJq!e04^C{3jeO&kB_Hae{C2|A+w9zXw&3ZE0y3h&L(fT!N{#rLn-&^I9wv85{;rY=f;mu{fJ_;Q1< z%Ir*V7|mcfrc$Al=|$4{n*l@T)W_$BvVdMU7^Pj#fK$6Hp6xGW!py`$aaIo#?mQNM z^Qx5ztm#i~k3*PC_rFr=!c7Lmb^Hnlq|#wkS=*$`N$K(=6`;4W{*qIaOXXV0EKKmR}h{Xf7@Dv*qZ0n5$xuQVAh(y5haW zDue_C&IemCaC>ilRKQQ3ZyqUUEL#O*o5o4TOa+!3HQX}kr^6$i@Xb+(j(hxLjoZzu zAogax#v@f0LLEp?r#x72QM}U^#k0>I&(WRNv%uCL&Fb0A1oLS{SFJPyA^hRz4CgB` zsoVA8yJjUmsmiTq)8OQ7tHk=0F)eK^7T)bwOQU46aZfMKS?aShT6BN*<{k9s#dV;d62CMP0?V|jSx@r(a<~nOOR%8ASe_QMk4niM4?K@k< zhGr`F*T5GR>K2{UU7)f++xXgclLH6BHB}VXQ`M*=-BjOhR*gH_eDl9J99$Zl5Lon% z4c+M%hrdX$k!?GC&~GgZ&SpKtV-5_2C+_R?Pp<;yc?^wO#{zvxXKN8J-bDLH4R-Zx zY?cpj?Z3i?iu)6frcW%isXQ$3{=mdOiojigRt84SuO4u@Tm_{O&1>m0mEg_`ZY$8P z0_UO)I}j|eKBN%uwX(4EW@XUvkWbcZ%Q`Msc5*V-%OIH zAnuqyai)!gX?~44ldlwbQvB*3(&`bW7l8UMH=2f~7>5E}@6loLjUU*wt-k3dC% z^HJHgh7?e%UBASPlQ3dp)%W-u5oxa6R)e(!JiU@PB)X*ptOfpmWfg^3yRd&?*~d~8 ztg3FlFF=NPaxJB99~pP%j*T=Yk)dVGZ$uC#Bl%wRk_mniIH5bY`UDUl5O~Tg(Weys ztvUAR2a0iJZ1(6}cOjyM?Wtco3ZT{L?9=03f=o4mtS#as7#=#eqBWa@-Flab8x+WJ z3;NsVmQTX>>4EoDR%f{G3+`3uYVe;?B8T{QbH^pfood^-j%_;?)^YyuVWS_x3#SojJYg`Qbw7?WXTt=1>URx;M^q zXAAM%LSBk6S^(DQDO(-SJnR^3lUMf5!Pnh(Cqsg=FmbiFu761eZoZnnvqC!s*ESoL z$%$s-ZR?B96T*2&*e3HKaCttWqu+U|NftonedEqf>3n<}4CpqM&4qMZn)8=6*_iq> z+4@E`6B$hdDIz-Q@P@HpM_>wil5AhrMJJ;@HUGP%b~f5Frz4WK6hL|0*P&Xk09G0g zmOQI1z}dXU69kidh}iuOo;S^fv*OBN>h5e9eAE`nv&_V|-kU$#kEO$@{)9aJR2niq zPc&|@&OzQ$W-`?_AEE8zBjlbuOgVMAISk}MO=@Ad;A}4TQ`Ka2JhQ;?t~;_aC>>Ml z&sc>^r9x1m?;w3=JSyXJ#rAJXMOM3O`?{ssc;6=|^=w%#)Xl%$8j;L}u+tTsFJN05qK?+zpHRtcXjzxyfM+=X|Q8@U=5afVhxb&(vP=?~M zq$urnM{hc=NdBeU*k>YrmyT8Jn@nuaj#n%^orxD6ma-o1=?Jt>s_Ole3f5B5RojJ< zaP-+By>az86iPq6H)R!#P|Nfm>K7uRsnavktrmiV2Qs$3*GYszWc#UZ!3-4exn-+H zWujDD@^f8GCdT;BzdMnTiST#z{F>S6uo6@aGvAvEqqFnhj=3g+!HBlFo*jd+==hN5 zUE%2eI5je~B@j8Gi;&e6gVin9$-!kQ=rR|5L8?#1aNn0b#DP@ayOf;!UM3l|nnV}b z3vp=FyZMp&fS32t_7HFDVAx7b*C&Yk;z(DrXiMs8ls0)q5#$WG556-@9(y~Zz&KFi zc6KR5oL;7E%4d(Pw(i>a-TrW1@@?7PZ2<_( z7d)kQ#vfT#TMsA2`eOfUyS+4Z7dXq&WoF{`U}{=L?O&M<*YVF)+LF5$xq_|xO!%Mr za(9Ghw29~XbNO5%UfsWMjw75WEqi8skt9lx*f#DD7ybDTj0B*~C|vdVIzLP;p7)fu zKM%e_&HwuL96-3K#^dQ8C2rP%!C#vbFL1ZNyr@k7mMhc6X z?nTdql0iv3uF=Vy=325BG>e?F9?JM5E@W3i+Hzi876rj_0BL9xs}9=t67)N zP|p+I@3su~I68puf@Tw6uqIdH?$?bA9xhy+sl#G3LB8C=rKz7unU}eNX#|@0A~(n? zWIvAM<#%fdb5mG-IB17mG`-jnxb-DD?f}ovA`PZL?zjr?m-?&%B|pT`q)%ijxS{s1 zTkvfWTkuhAO3I|xb0s3_rdJTfqJE`_WAGB?rc)`|pMV=@*RcQ7YN+We2o)nHi zSL3$`zQ#DL?$r?A(-Mar;`a|{wZ}oddwO*3zi4!b9MZaN6b{Y1##z_<0%5f1y4j{S zFG!HLH1=hj2H%T67t7DA1}(*+fAh+#Na26|$8bXod>ZwwFH6Nkf?!f3C7FQeigZ$} zQat!-x2v@sypAKSgVHv^5g<1$X>-` z=5YRX6fo;)3n>u@^j3c6JD&iBYH!gP(@c0Rn+?g8%Z9C+v6)0@Hf9!l4E9~fhT`sv zc6~jWa4GDY(|Mi&`V0H!-aY9k9=O2{icP`SqT-{0#aU20trc}&G#{&nQ;$tvF91U! zGE6V>227e(EXi3Yfa}#ytK0wOp`+V(%?kcpD4uiOJhnI+-U0(_6_#g0@MO|T%g7u^ zN{Gs@4ll$IyRsuSwglUArH>hzm%>>*aHCWr&tDhUcsZdM=C6b@(&7qH8`I}#u=ECQ z_D6SH3+00^Q|0H&s9eyLydG*^%Rxb}-7>3lH=vtJPnOjp;H$u6`{6MnGBaorrwvz^{eJ2;i5O2o7v0g*$DGcD1_%fp#>NkoCpb z&e6MfDuIaBqy>${1PYGidWRq6Qn4oN@NRdXGE6Ien$vVH!=o?h{AqDKe)#b20fQL| zc1DW0N~u%O_G#g9v;!GqI{cC^c>4zz(`fG}sW=rcEs$Zw@E5pq_UO{ z=ArHn;&&^+^pEp3t*gNCz6ug>~Xal@DF3 zpj!FF%-yCEk8D$zdoK%k=wpYw-V#mUEjL8R-oo${w|5MD%9VsnC;ll)3Yxo?#QOGP+Rc3H@=&v zqmJD+zUjrn6R+J%uQf3tzkcAir3Vk!pl6%+@hS}76&wD%hlghnbmK0aj=Gt$^O5^` zy5@vc(C$}EB$V&y&L3pK!~=)?hFEZ#zwKx9j)iuP<&(fb7R1xclov9YSct8;c)F2+ zb%Zl3+uf@`P-)+-XG-9}}GnGoX1{XJSUZ#AW}wQ(>}G+q6FDsGzd0`&wTXrM zj!(ZIYG7gs%_%KvjDhR9g>F~yl)yR_BzBssmgLM>IT(&3&7Zj+sVtDnub}U|gOFRqC z25;B2*D#?fuy}0}g9YJBY88+5Ik*;ZylNkjgP9Q9@$@;_F{9}L9gCB;*jT7l!dSYe=>?0o zzNd(CV~%&PZvVjb2j%d(Dj=e;kA~Thq{wBjsCZKP`Dxc`3SNJ_UMBaM1c{KYzF`|G zevQjmpWjZyjjvQk)0Q%PjFYUB8Z3hn&CvGPC>62MQ}<;-9bZmyFkB{q)x(Ag&LCkkQQH%t*303JUQE;o_Btv!s1sU<{n(Q}IaIxZ|?ll$} z`pfg|{#o&(03*Q`kED1y zpFuOzY}`jeVBPWm?3R+S_+R&kst5^t&)s}hwVw!@&6?~D`v_niRr~In*ozFzh%#p>NB?_a-E3|CV(rOz`3AR4LBB^T!-XtFO(h6`bYn@+-L<1aUgF_sa! z<$7r$?h_YTHJ9gO>F%D8+3H-xJm4gpd612tgWY;BS~GEwqjGHX-8?7?dYlj76d`F? zY)ZJg1YuQfhmuc}!vDK?Z?b(U)OI}3pjQ@yIC09cRlNva`5p6)syEOz9!irfF2GY0 zE1AQqc>5@7)IEOP9C0O zuHP{s;!JnNP!ex_m|SPZ&Ac+~61TG+l%wHs-SX*%l{7@EYBp3Rl_4Xr#z|GM3=-Nh zy9R$#;MAu!$kw93nECdllPeiQJ>3xz?iBFVB~8{x(;#MVT|_!TN2|xy-k2gf==Dv_ zZ;E;EzU#-KOPS?RN{C~sh?gVdeaoNf#WYORACt?Nr^4prubB5f6nLo>6-7;xv9N{p zd95`K>TGFm_lt zrm*wLuwXpgL^@8w*)J};iCF~1)*Mq2bRyv%%|-sgEh@AkWkr;Eb7PeMIML<+4QE7) z_7+*vp!6wBVCkMRFs&_}<^m{Cjq5*r*O!cVlFm1s2_hQIE@(ZfARtYk^2Z8~Qt+kR zPG{A(952I&#@(FmBUG4Dos|!|b{>=D8#kM#hM1XZdql=$NcxO7En9nBTZS|#U<6C4Lt}Hw1{hNf%FZhxKW{I%KWcLNs5s=@| zwa5{rAljN;JD*U5P}g%GWAY2&bYsAmPo)3~cs=>_RVj9_*<&U7hBsddDg=5?5;2^k z;uw6I2#J1O`+jEv`kz^88>;Z;pT_;M@fSs)zkZlK+f#t&pB&6vM)ELqq*1-gCkIoz zYVXK>$wQ&OXkjZ1SEZ3BU6sgiZIskoMlca1jBp9%141WkXB@B^`Wm6-r+?RBOxSgDq?sU@%qGi zTFxq%*LR;3yw~*o z@Y~Icw<&lK7H1+WPs4eF?AFHt!{REqfvvISsPot=zjjGEY-D8YsSz}+ z$YI}GdbtdhHeKy^hNx)%V90idbi?E(|4KycubVp^T7h)pHoJjnI;8A!Mc(*UVCWnna9Dta zw5(Gj?y_unEcfcnFJoik!0+z(-)#Idef`Scj}7Z~|I-7nSs2}CLJKou;nS1DmXAeQ zuzRz*ywZS)%Gz*;{1OH(kD07!Rc51gqm;2>4F_jM_nh=y;K08qOwiS$8WDT%OKt7v zfX7KJ`Bgc{X_*-`v1B9sU4q)Odn`N{V~(7D&BURVhOc@fSWsJ^^f`P}Z=t0)$7@`p6Jax858E%SXv856S-oT@AHRWLkUE@e_w zi5FvrT5o6QI6bD-zOASn>ly_+Y+7mPd@nkm#N$ayiJWkkKTI4Qar>+3&O%eiTi5lSBb|x-|rllVPHdT!`?V^COj4)QN;GISR|H=tKhkhzqdDx^k3(VMeToi%i%t7qj4OwhspJfrlI z=c_1pJ{Py8<5m6aS^rrYL|+cdW&c-(^J-^aui@!2y?=cV9&pG=U6WjTdX$KsJ!w&8 zsRYo&8!3;bc)aOtX=7j$6^)j!jbwL}K|zAEWn7~Sh3UTH4VF}}`%HfdlgRK9d?K{q zPs00m()o1@1auhXzt;;Zg|v?NL2-{FbX~c;=k3D+{Qc~}|IM`s!)?i5AB7Nb$Enkm zBSysFreF7s6nT~)q_g@a0fEO&FYgpD#s1#Wqt}KDq4c(8>SAR9K23^LKM2c1@7PDp zlJnW9er+i@`Y02{UpG3|AJ2!!(l#5%yc?JwRHexV72tG=`0slT1&A9g6RzvX#kHcO z_Cd!iB#o6=w46%E1sfOnkkVun+TNxe&x%2iSX0=#k1YQ_i_RrtS(eV*neOYb{PQaQjYcFg2d=(btQ7?Q z@~Kg2s|e_FuT=&FCt=e+Ese>9bdXyP&PAo9BV9Ottr8&(v}?}}+=xp?!n@^`lkM@y z)5f!_>2CIGzj{bKX_7^4zo3;F^>ru z5Q&x#%+<_*N%<3NYpXP@2wVMW#ZO**#ZnomyW-Hm4P*t?MPl-Bve*vIP$=o?jRx;Z zKw)iBGRZp)e*Zaf@`I+&+HtdQ9l_II7f^^@FMrww(cm5HA~fWjD*5lJ%cf6 z>4zO9?fXmp&Vdz97iK@%#C0&ZQh2=8mAh4=T!if6!yRG;^k1(z`cQAGhSvHfHaquRPDKxG(+oi@rZs zYaw^H?y^v>aOtVze}}Gc!@a*K2j{Itp4(C7hwko(*=O~e73+>`FVuP-lifl0wm4E4 zX^)}VXS*oDI^6BGztq#-o#S$UFw<}GUFKS?ATIxq9>k5yHuSe%AIbe600030{}fku zI2GO-M?<9~BQjG)No7R4myC++A|sVlGD<>5Mz(8Rci8h9*LH^;UPUTNM$s}tiBu#d z`RaFnf1T$%&wI{u-t$@K`0@Fe%#+;lTxWX3fTR}w+?Qr+dG0L!{Fj_*Hf@1E!wNeO zUB8AtP8*+Vih1JQ*L$9woC?B0{X^sZFT#wGS>9+o=N&rnLm(d2%e{9B#3$nK z$txx%Arw3wwBOYJQ&@;?UeWi|5y00_qBEsysSJz|p7u*UF#9 zV8*O#xYeNqo={G)BtacJW(QI_RGz_O_NW1fx#OmhFIe&jp>kH<%f zxxa|R#}^V#CvHeYk<*{J$XR3zaCn+^%#4cHZ;ON)CzCNEeSSf#G!CzR9R7AliGbbn zyIXU%5zy}W>h_>N1Qga`7sUz^@j+RegyEA!T%ePzcTbV=`-dCev1^ksuI=Zec~T0R zRi%m-D3Z`SRdXBRLL55rXy6IISd?VPNLbep@aKo6>G4x>I3Fy(v!{d8-=QBjgo8=g zn7vIXlb?z+kJl4u%E=gKnV~O-WV|u&(ZKvK4nuZJ-!Kp4oJ*$fy8Rsj4*lLFpyN)! z8#CKRb3er4E#lR9BPmc(nBJ$r{G5yt*GIWb zLeo%nU7LqMS0;Xd~s{$TP@( zL-9*P>B7AY5#kx>D0+FW!#xXM?#vogR?5L_XYnk>h+HID4bx6X(@;k{{XKVI9{R3k zi?whUpxAzXe?CG!VtJ&{travpO=+q8Gm(RzPty&(opMo7X5si23mP81KXu+tI}g=- z9jASN=c8j=)2LoU0p2kw=;#!X$$q=J82zLgJEFc7W0s&d&&nO8 z=s)IZa9E=ZS9h4S^yro2n&GRO&(2j~^FM{7EOIF-#VtH^5h=mNnS^sfIwiQxkW`zu zsRV1lJ#^L064bl$(NJ+$DXO0@?-bfxhV79Vzc1Y`!xuw8?`Q5UNB)nl^W4qlxUb^& zSVw;uO8FHX_NXaFLT9b;;SEK|+VFe4f0T~bAI?ezM$++)igLng$s!c)J8F<=QiN%4 zZJS2~i*c2=-5s9(VoZTf;qA^Pm^Wj~^Wt9#s(!mtsaru72sjY6T5=80(_MB;ChExA%^?4SPjq$ zagDFXsp*zH2d54Afoc! zmM&KZA}*`dzT7&Oh)zirzJpaH+~?cpDdU=m?uIdA>smsQvAS#g{Gcz&*?(;)vGzu> zBkdvP0=LkVYpWSG!2?~J=#F1*-$CI;LEkNOKa^WtVIy>XFVi*LJDzgBh* z!I2ji^}GdqFF0qS3LPd*lox$))4vO zegkHb*SZCET!*?j6IF7*9jv)x*)u{r1Hq1AJvzsPkYF?t`7QCT1iA?7dL);!8N}d!?v2bvzUnZiN4RQ;)C+_oW|!Y}F8jdeqgTb92VG(Qpr!5iC@=U^aOyz5b|er6wo7?m zOaR};mFg=lB|x2uP;71r5e8E>3AFpf150dycl(1F2p>!(d^{2fuk<8$iiL*3al_+5 zE%XpjqdjAsYz%__lPWT9JLBNqxYmr^cQQ;-4U3N5r+`UOwRqO8Bsk$@d8_dq6{uXP z`?75*U_?%H+5eafp?7Walhw$ub_KiAft?8L3134U_7UNrG-$XMk!(ZgyT)CUF0Iu_i1&6M8;}=AW0y0Fz6+nJ>!HAjkRUbbVbaxW#XaA2LY+ zi^gT48IL3o{;)$aU}XlhY~&FTmB|6E*)HREFLU76>k9>~F}ZNn=*T-4p7`52bP^5pS~98h;an){y|Z|LQ7pEQT5exnC%PAJZqNV`Yk9 z?PjSWvI8BIFMo^Lz(Y;ty^*xpj>%cC@Z)EtPQ{1t2kEyW@$TgJinI1)#^Go z_Hr5QS1;baI-v|E=$dbfGfUx1$n)|s-%6OVXDJAOXF!-%U6b1}CLCWM8OZC-1W96v zyrwo2POEcS%rP18{kq}W;3x*{F(KKnkYRv}V5acGY$X`D?3qu^V?yY54}*>6ED)AI zb^dHA3!a+A`O0>(V7yrJly?*hWOg$oO?X&vO>NR{eE<`_WhlxdFEHTqvDPZCS_ZiL z9=9Y^Zfn-L{-GpZRP#C$fq5S4#=r+^Ky z+pkqeIIw~BcHzo__bgCLjnU)LU_l|Vu~3%5gguWP4-D>N!l7Qh4Wf|@P@TBI{c!~Y zCT_}xyBuIaoK$2FwUiAr8vI33&)HzvM0EbBUIka0j-FBIVnel)X#m%CHvHHr{UUvo z1#dsW*rXi`l=iH+IXuAW|IEmSBWg_eIr-Dlu#O2+l-5#{8*H$qw5OjuTm|m=o$7lR z*l=g;wiaQ44RZtDqD^LO*gh@huKt__SFN5uzV(p_{o#D=$B#3ii?4>DV9x-xugT3J zmlzzro4tL?>8E4qgX?1+Hjs2{U9!hn;IepXxUQWAJ8u5*y~WLfs$Lh*Gv9D-WlMHB3OuBjXDg(yW#K-Q@tAvn1=WmMK6)-dqGo16U45ogy zjb7j`2bECyq?#B8OgZa3WpVChy~PXAe$9l!R;S(ai%f7>*SYms5)*2eLY`HEOmI52 z!tzi816o$5oHSX_fcvy8j}Db5=p2OsHb2k4&={+Ph>QQ7Z~Vgm zgWl}@=}s(AXbk5~C}V-@(%}c*9G=Hh-(0BaHugVW7H~;lFSXjrgtQA*6KC%- z!0*agm65%baP?Z&xOE_B9-^;sX%C0r_lt@BWEPx0r{Xq8VZpR~L|2U}XTPD_?v}Ak zp#7?%j!ZCs=F@5IyPW}qmycqHxho-FZ*ieBpd9kMzK=1B8L)M5J85Q~30vi=zwZ@e z0qI$qlJ6lFJd>(kUfRNf&ud)HHd2|OwWK{JFw1~fq4%s}lo_yOu;Kl#vz2gwFZI(wm{M3UDr7 zg=;%Gy1Tyc`xieG)=5sq&8je=FZGVta2Er3a+GAvPcvXBic}b2Q3jE#!L7y^|eU8llJ8r&$tLK5nZwwR==8Otn zKGv%>nIL!N=d)J~1_&-cdGgDUqbJ9t5rJowuuuQhosS1Ap+=>9TK7T)JXzYI-w@A) z*a6gYT+0TzgJokW=4`Mndj9j47aO*1a&y_XhofUI*`9YFSdg*POl!)G1%FigOf5Az zxJwj$w_-D4{8@>QoiN8A10%J)KeIvIZ%lrxP&I@(lczFHRYR4s&Xehb)o^mm^-1Y? z6;Rgnrt7*@adJ~9I-J1uzxm{yRtpod4CU*RwIDkwq2TCW1B!>o zBC_6B!v$+DqMk_|EKI%``)l6-udc88XHwJvaS9pA-^K5PD7=u@5Us!)dK6V>9>unI*94cy4hq`2dl|`{|Q*tfvAYG&SkG!Acm9fNqW}6?vuOp zE3q1$9cCM!ny7;J*+E~{@>jvfoOau$jcmxZ*ATidUj<_I@5^U8tKrnq?ndpsH6Sf6 zaP+-g4cu-yd#k&*8f=tjo>+@i110B#+MGZYWb{esdhTUIhmER%ks%AnhB*yu9GQ^w zC#u`z|GDNlU;NpaGv5}e(<;UW$C})jhVPtu;nb+FB2{o0?BgOT*ia*~djFyv8=`o( zFK@SEK`5hq4L`?M9*pdAV778}yWRP4WNjt1bX+VisILG;@58mFJWMbWsrB5*$!9%A ztJd*OCJfb;-v8XlgiFzW+!2aQs3Y;$mYOpl^us~@%?~T!bPD&CDW!5~auBm!X;lga zj;}tP+fV|_I{|M^kRf1yS8H#38CGhU%zZ7Uv0R?v_$~8*M zpws`W9uI#h^bIi5%O97Bhz%NkDHQiULTudP6PYXJl}oM}4PR|LC-^o|?w zl!DlQTVp43OCZT1=3&&45~%+CuSU?k819*g%i509A?p6K1MK+%P~uDaw<$ayY_82I z4VdLY&yn_grQBQ?7wIFlZKZ+5s&`Jwn+l=V+O@1dkq&c|W6eSoI_zF2|EboJ4i?fC z%fhyWP>u^jM%xNNL*^IUFV6#;g*kBXr@=`Pz5?~`92g=i&6c0a2K%)-CfX@9&{Wy- zJT5&Sgsf|nAGqa%>sb@&Eus0a+t`%+NG=cV6q3G{baLLa<4vTbzu92ps&nq|a0aXi z%ybQDPld7$k?QqX$#7nb=Ud6IOt9;b-E_Sv2Wpm9JtC5Fpo}STDSRLscr9l$k|~*x zvvTdKsn==n{!;a?*@9%~e;;IG;z)%;Tia_qsbnZD96#~)Y$9}Df6-%hI~i;QO%ku@ zrGx471pPCdb-#!1cntkWg_Fg@GLBLy;N4K`&f80c=8XK8-DxEFKI!^k*@6gK?nvgtmeA9f?#pz%AV; zT1N&`vyCTQ=ZNr0My==M(RiQ|1jLh*2_Sv%WmnXE1gP!ZYy8P99@-4)>D-+Em8MYW z^3IGTcs}U=?r(fD=yov9D$tUkD{xs*{4oVaCr&?B{YCT-PhHVzVp6xP2nj0R!em#uzB2@t!*Ew7880%ko}RjV z7_?=*&&c7-+B9=CdXlss$X@imvDEJ2fraurV3xKKDEFX;9&kX6fd+ z8ziulQ0hLIN(5Q*iq7$>82E5HF;8453TAF4`Rm4pLazFF%-x^Sz_@y9(#xI#h7ZkZ z9Cjze4xh*!ZZaugZlKEdNi`XI_uA03^^#!7!`x-jnF1}5$_hbi$zZOUr81_L2)bM@ zoz9K%Fz(^(c}tl9dzNg@GgyhRrTd88FN0)wUb`^rR+9qfU$8Q@)ly;F&23duQwj{d zHk!2jkOcAfGPcU|QsIKoBUAppWH?U!!TdT(gfsfwNph!Rq2DKf)gzby<&8(0s!3EJ zvg&@ZsHuMN(E(8Gim*gBoO@g+p0>Q2+yR~KkaCW z0refN*V^_)g0KPO)8vzTU@mr&r=1!P7wUTmWp63)(Y3>)p_2-)Lw#0W>ZXFPS^Pk+ z9Ti?W?Ca|eBg1t5uYjfliBR{te|2<6JnVB?{-bOW4FjA1>E?BY!N5AhRWpXcU~`yU zb0#PXddWV2ZXPDV;Miz^0jIy>Pxyv|K7Y z=`-wCkVt|z7Ng5|3#q^xq*!uImjd~!eg3?^6M?{e@f>j*5&q0gN}kAx1;?|&T$MYC zu$#vX+jXcQFSp5{MI3gjv=K!mG@4|4C2je|0mh6%%zDDW7`-m0-X6wY@Dnk_FTz#*YJebJp1pa^*j zO661Fo}658WDy0v1<)FeG%0W-Me6zVMH2LXJSHz{9S{000y-tN1dv=>3b?-|688Vt zLVcbb0xjmTGT$`r!nC4neM&b0PE~VT{`4Y2<^H-dyLJln#N1bLsG@@Nws|J4nhNg* z1fO2Dpn!sepxooTBxwHZbLgOSBHV1&oO_xS52SaDZL8)9z;)M6oN^-qc8A$!U#lfT zhN%L3+>HX06}RH%IsUL&wW)9Q90eL)sa1d4PKHFjc;eqNBDCJ><4+Ha;rL#K&=H|X zp#E|zq?Lt0_8KYU;JtT1(!gHpgIX|%eOsTryf+5A^VfWPGn@cdMIF2>xrned+ZFyP zAQp6PE+49184b}sf~7X4VNf^NTxPR505sMX?3XL^fKG)Slj-3Xfk-;HWv#ghrtrQG zICjkzGEFvnY~K?Ir~9ugYBYy{rccQa+l~-;JMpep>H9sflA`l}d3YD>A8Afzn7c!Z z#NZOfISwQJKL_-Fnxowt<*w*&&KR40>Z{`O%P3u)aX*yl4xv>Ki_Yr> zz=y#0>aP|7(BE<_b}-o=Dx$8xo)7i}uCM$N5nr9b^zvcHzwsx)>A#kt#&?$3IjpMU z%IA*!=>%LP_~6A#wP1VW1E^xiv(~)90isqMJx0HM4o)7sX@8@{8iLo?JGbB4j4B@W zX&u^Eut@r<6F1EpJH5xK8VW&J*k~@7%?iWg4|o+byQ0zQXV09vLI8FfZF6|vcNs^T zBpyC>u*R0;%3nf?*2w6(IB!040kzcJcBZ{^Ln7}Iy@z@S@1|Is{`o5yX*y;5jUgPz zA7z`~42eeZz4h@zsxdg-^4V=;yB`u|?!EmM=YWje?4gaf9B{_Wbo0Kq4miAu!zA;Ls`mT$@UFaRw$3{r6rdFu^PTgbOq1>P6sq{?JYGEdqvZ9?o^hiboymU#!KRM3leQP?Ru1#=PbT<&h8~ z-tf^1_Gyd2sSU|$6-J@x?$ow=r+z3#-E+9|L_7?mHt?qe?T^M$(Jf5d)L2w7vyb@m zI{|-4+2u8ekZ|bI=WDhP$arXnaJRDy6_@T3`a?|O(C)|9Cqb#w3?jm@QQ*zOe_x_-eL_dU4&zuP-X#um2WK^I0 zc-OU#z@hEfvFyikF>3Q*h36bJ{T$6_5F>7q0)4i0xynFRx@1@p4Oh{^VH_ zKA!sNbkCoR2Md~W5{@O|6{FG4nE4dknWg3XV?ze^ZCkwexjqZ?Q)_ohuyU}?@oL*6 zmn;k%ED-kSN=2_EBX;TfG~D0+VEvMI8s={Fo2lc=z;>&%l{U*+7%e7lb*v=^WiI>O zda6dlrE8Z&dS2(@LsKH(tW*JZXH;A86z8K#hmI!g4h;h@ZrQ)fD;Jv`^pY;{(lB|( zNZso{8qR)iqV~?_VUAf)*@lt=$!uPv<*Q*+kEq)yWj-P9kxT3?Ktr@v>eI8}rJ zzK=T!FBT##A@4BpzXFsU%68?)LhNkbzRov@j+PRC>aA3Z@vRc&!phJRG)ioey6RJk zB1T)zE78g@-?M&#`L7%sJzh7wVV7b6RdC$YvII$g&(YTvmtdmYx8u>-C3xfuU*)i6 zDOxpluMmMUB!}54Zj2~Lvd|m;h#M8?y2ukT9#)C*|6YeDN;9y_K=EjhTqW9@XC632 zF2fFg{l?^m611z_+A<$kf>Hj5OlQ?fP=z8QapG|a?r-}$w8yR#hc5(&@sLZ=M|ml0 z@3T^5{WUBvyIh9N63@J8|CJ%DSBG5MTY^7~!fMNCMVJwpKe+k=9iL2;w@}^|;?U!s z;^B{lc(hSABhHkL%8RoxpX=!;-L*z1Y+Dib$5)Hb5{i&(^j%Hu_F|3>$5z<;(Xn;s zzQe_b3y_ptoPAa%A1Nm98;u_4VcDA9m&0%7q3p45W&MMB=-wr`<+c$AM~}WQT9}Xj z0{{U3{|uLRSdL#D#zQEDtd{sih?EqO$el`}&=w6VRFVqqrM)!Y_V6~})jQfr93x6d zMT3eKkz^$)>i7P2U(fYi*Y}*~Jm2rRKR2b}NQTPxLgMAHe7w7-kZj%M%+$&)AX68Q zxCCF#C8uI)mbLG>Nn|{mQWloxkOl8rAGDBc@>lnUUFXRhqFAHOUh(8685`_qU#mtX zVms>N!)vI7uJuLz=#pIGs$IMIW^*pNr5GnB!OAAp-MXvx3#E~rqw@z_;*!bXt?7;K zdKBVSwZDGR<0P_pI_#L07lo|&vB%GFDw!nJd>G7@OeK%>lBCp-Mi~D#Rks$Vkc%Ht^;_PAbYxe%f4xBskFxk9Yf zwiMWkdXZi;zg_>0x{!j^-7zzDr{V17tRO+$5#*ouJ3rAKwptU~KZU)a8%VwQf_)WZ zXBIrL-F6WlzuZ$$r=5b9>Gy9xR;xkGTykb+|4|~Ku`RJB*oKJCFE=L7uEOD(=6g5i zAjnDUt%=eM!QVVH3(t+Ac&B>Lzeqm><)O`by9WGF>Lr{1!`2&t`@&j&hF^w@qC{-= zJST{ec4<8e1LPQqs<&Nq#oqT3=aT=1;)wp0g+KO0AcK>WB*d;Dw2(L^Org0m}H^%#iz3sA2aa7 zPuJ5cAq}t8A1b@8OoPJR1*x00Qcyjoi@B~f3ooaRUml8~VtK6Ki8HZOd@1ocH1&)M z`@P)33<)ZD9q}vI8s@;{#r1(B16fe4v#a3F%0%5orT-qTPDj%c?**I0)1lyN%~chp zqGs2+7aBM7py&9_=}~x`vz7bB(OjUYRPh2*OK znIaP=Qud08uQg`i%(5uN(&xq~zIsoOu{!IP69NZqcG0Rk(jn-0^$lGx&++Xht2= zmlMS>U)rpaevyOf;kuUc%^Yl=w|wt_5(ig!I_d`<*?6;mR{6(%7R(fD!&lMp!Y}Ky;%33k5-seI}+Em`c}Xn@!V^mSN{nMd--#3D=8z z%EHA{5$+mkY$%3SP*gMc`rg*B^3&*(E*Sf0`SE@?9h3q=M`TWx0IVOHl)m_;}M}FtYwX7N@jxBv4=UvN$%%$dK z2k$a5!=2;dw3i77T~@mJKRVh%Ubc%*)8JGxvF3FSW+zhJ2`TCmjb126e68eVsep&)?=)@ zA1^T=zGBN_rN70H7kzf=+H4L?%P!uX*5*Lw_}2h`Ee_Utp0v)dW}}T=w!Cbl82VLL zrTn^BP@}9DUSG$=Sgn{63cB&jZcn@h0W4Ymv_T*;|IQITwakC6&RguEDWCx(t_t6#W=A71)%fVp%p( ziGkC`nIXQy#+7*2)aLf%K?P#2&FjxptH8#8qRl~P%3+aoYPVcR8R~a-{K=@VfN0O- z(TjDJs6OHMt<|a$C)6VS>rPd|anp)FF%=as-G2hy`f{ka*64hCTZUQoi>h8umf~Cs zL%i!`DP)pY20!NSi#B&KSm;eTWF%=~f9=ZgqN(HO7OQf+N}W5PQeOtuw(f0vo|htX z_Vn5Nze_+B+Z}#Pt^|*1EpirHcnEPE5}l0XLC9L=!D8!De7n)Jaae%=-^Z&$*VL3^ zrg87WImb$o`0&+`b!7?ScP=)y>*Rsi?7xolj|=rasUH^`*?2jYeqxt&F>X5LhSnD` z0f%V$g*sehN$qgbv*+PsoPluJdLDi}6iogyhlixrnyVIs1M4(az058)nqplvZ(d_T zzoHLwwlmSdC@u@K>7ux2cLQWYs z5x)J!?}VRONWLBUaq2Y{8#b+MDDle2T9s$Nf&=qm%?Z;p3CqVkj=}TU?Rgmd5cea7 zor~@fvmC83Dr9P@tCk$h!I3AH(o1GCaf&;lD^Zn>Sxo=a`6?NhwVyIPL7}4f$F10b z2e}CJnfdo8A{X~wF21#ASuS2jEDEsMK*dfO-X4SLY}9h%W&2ArVJ&mfw(ng!zL_l? zj$4Dy#suPF7;H;o)fj7lCBYRJa1 z&`J3hZ?mw)%HgWyf=oCjxwg*SPs48dkD1KxDJaMrmwC^jpjhHfzmif0o;|NlE*{H5 zjGLOE`9u~>?S~gH`8p)8b5 z#D*R14C#zi#2a3xsJ_m?yeR#l7wuwSd+}5Vn!|kQ zNAm(Pc1M3k**qG%III0#^b^p%$w$rap*mP`0dj9fIi0>*dmep~yAM z@>LWIgF(i<#_^0`+>5v_P_)z!F@16O3TNEldCKH9-S!*=KA(ST8mmIo#TK-0HaSnk zWF#J+8g(c4M4s+DCwl<0ee;j+H@k{zr~OGfj(k0~qSN00Dz+A^yJ#xzia?WrYw>ff zAQ14A@~UYMu^h?ub=q;7P#+%=RIPU=_P77lzwPuO-r7oY4o(J==5LW!jC-euy6x37 zy1M6ZPw=PHiEexFmYiNABI1BRmhQ5l85;<+tnu~B;n1=ol6b!B}V_fxAS1R5c^??T_fu5#Bzg}?$6yG zWMY%$1Kmx&#IWLX$G;mvB*d`#f~s#g33QhFujNcM8B^IytGN(MbW_#|jb2Y6^a4|# z+?R1=FyEah^o9_-0K<}Iqd;PrzA{}SAb=R1dwk*bgFr&3HPlvp2qF3huPl7g8A&$Y zHdkr-6idnl_ADmSiNvwG#Pd=wjp6L zWTemAE&5n2nR|9o+KGShgemB-JrJuxyo$&_9*iAPMb!5 zLohLHshnjpeVuqJ%{pYH7D%W(MT5Sv077MFzR|S2PVVh15#N^3{;yG|{JeCqfjJ*G`m+!ws0{5q`Zxzub0!E|KzP8Yr>f{B$~X~mghpKu_GJTB%Xvz@3$d`xNAuJ+wdvc z#T|irHHK^8g?Q(*#O&g0pi&gKe|dTd0_O9DEw-J4fNfC9K2uc)++OleRKt>J75=#B zZhHzbkDXMm8~Z`D;P~9Pnjz2_a-eA3 zso@Rzp!A^YmqYM@c;nIelj(ss)odA*VrN7>pCqiQJ zyo6r{NjQ4o&`z(EM7Suf@lsosfW*Q#zwLGS^IrCEWom3R9{;)-I_G0JY|6TGcOSfg zhqKEzNUxPQ@n@-P)4CvV#a>`KGW{hq8@d=>dx5FXc-g4iWvZR`)p=yr&>|Jpp3FoXdGlZV@^uMNtPXScTo#YP$`G4?lM9qur(=GAb`$S;2GSmHf-AdUma-!BxZ%6OouE>OSU z!snvVA7Vn=OHkt`zb$8!hgJH&kGnE?$eAv$y0xE&?A01Ag4em2^7bpW_T=C`iI?Dy zD#pl0^GotPP=7zSqpOub`fjw%(c>kM89Q=j+`0sk6FX!db@MPBFzctuBp3TU?_`HZ zaj>wbd!f#Hey)lCSv3>NLT-<$i@_x(erQ!@rCwm8cD`7pnKc(tvAjN{mIkj9DM`Tr z7G^dq|4~TiV8!hg6-Om56jD;wItuXc_V(DyKNK#U)_rrfn&Rgp?q#d56Kq)By8Q3k z>tftF9=JE=GYc!WH-47+z`(JF%r6qUOr%o|EdJ-u!Pdh^b{4XDn782fUuG!})g8Oo zW^Z|zz1qcJ+lPm5?rDZ^)p%H0KBk^@j|+>za~5k9xUk!{Ok1*^jgbgR&z~2Hk)ljH z{)o?|@7sqbRzIajdcc}yXev=k0FG}ECIcJ*_0HWQME z&6_O7m>9T!ROiYN6EDrzTf}{1;L5EKZ4nbXJagxk#y=~9$RF#&ZDxfCH|p+PAzOgr zYkp3{x%ohYP@abn4UgQ1$Y2*8t1nu_xuwz(_nFtM%kTHfkarISBl&q)`ASdEtRid- z+BtYMw*aa#vDuy*^IUvTA8ApjWd)S)6=Ij(Xaa{!n?ihCS876xGNR#VUBSYw!1TZtsiAz(*nie zBVDPuA4Clq^rN8jP1L1hi3#{wJ=WTh!raZtvEVd{Y?tX=)D!n?YbhWOmcT z`KTtX58Ta85y?+is+s*)h}gknF?}0-$z7!>52GDHtw=5^-T8tYefCogTN=H*GTiD8!l0K z*NDsf2DY$;FAI-$ycnOyvGb^&W{K4b6X&O4SpHVZrxw30^Fr|1O$i zsv1GE;%qd#7e^4qOXp^L&5I(ZZ1XeLt-nG3)~%O~X2z2<@|P!)yAp|*-N4R*m}KIy zJg09VNg=9zI#P2#C6deGNx=`_#}lvV`;9?--YQAdOJ49Hp4bdq80AnBNrcF89fKkY z>HW0JORYYIuvPEoDGH^NzpZPn)`@2lZEeetbH`H2n}F}e1>#BMy}dw>!9XIpzih2) zAUBCf_5Auh-JVREb*kp6ze*)u%C>v&oXH^nWFOv+yq!g4Gioz!U*?cKQ!Q2%Z>Yq+ zQ=|N_T`rlW;_+v$el}Tf{H8(0_jDq7_JZ-it2AOS*}C}Tom3(@%U1r<(^TSHaqeOJ zOd1gxsn7ECPbXV+dh$c{(@Bc=4-MD!400v%gYo!|OtNz7S8dn(G~z?ytn&GtL{?3G z>HK&gfw(#_777Q%lgV~b5x2{6B*%5juTK*3#NyGA|0mygV!OeRdLkm82sQ3L*fJ}D zC{iXF7SRbr=F^mX`lAFgF{~YQ$T{ME;KaUb(e4m!tAGixwm>SoFhAXIt`3P&!}Xp#yQb^~+eH%?@@~>J#FQ27+UpGjV4!7#5T&&t3fa zt!*$=w2h5Gzx$}p;npx%)QK5{Xoe!^gmMw@LlDx0%oDHV214-0o{ig|`(n`5tzpw@ zZ}eN6Epg6>gxMR0?YSd~pq_79wyKc=bvX-1UId@}o^9)Pc1(t?e4OL0sF=08b#>D!r{$;>{?D79$!j5Q>vVb@Li)uzB3sRljs?{ zbR!EZZ~MFdyPJj0r;dGobs?Ldhm#}2n=%pf#Bu(<-5Jmgo4Y(UIUNd>6uY=zX)w`Y z&Of1(j=ppwZ7+2yq_(DSdowo=5th+Pn!G$z%N_qN$jXD}Cfe-lv^+ScCe8EL%7xWO z_S}ibRQ!C9obyMF3VD0G$AWy`oQJ?Qwca=3(ciK7Qg0p_G`!PR8WzH1+Hk4akwUD# zvEiU{MIpv>hGp`P7DC@8Gt*>IA*3_)mcG|0fb|0gEB8r0+9kAXgoN{<-uuZV=~yAQ zt!aNf{)L8U+0b0=)eNxGMcG1w47iA%3fylTyk>^ez^1B)VVBS-`?&ioR^beHM1--P)H@{g?qL- z@gP=Kp76|p2l=gA($3rS5SwT%-#v$i1-21^d#5>gF*=f0;myGvhtp^5ud)%Hk#o1M zij7x-cLq*7^7+L$%A>`+1bbAPD*f# zGg!#?;C$NH!oiL=R&TgzT+rqR$O%aDaC=qe>Zf}A@6@GI)(voB*xI@^?GFbv*Ik;d zS8}k}ZE#$J&+jiJ6wZ}>XCX6}Cj7USiH=}(J9-ZX^IU_wcboB0+u>{(>%zm;rUPTY zGI&spziYY9nFpngZLL}({PkwNoELIeDU!VOr7~0q6)JPem`s_Hd7kHaxbAhYYrZNG=?N8; zG$!6iBj?EN(v=$q_1eo=X)gt>)P0akK zS{y9cY%71L7N5$!;X7Od$veZX-+xshgPQQ=-9QEEisog8gvya%=W=I0i;0>djmATR zl?aK@ihA*}8hQ5r8~QO*4QKhMwRE-`^jNjp%2TUw^_1`;cYOs+orc;fy2@bn&X}@M zo(akB))wXC3?Rv|Rv?i9XI{;Lv9L05>a=_i+F619Tz;N&+sa|F%5pg1N*Q)Vyb)~H zW8&kGT+h*J29&;uPCk^R>eGbp})6BO>B&c%z-N_RQ?o0{vNxmbUX#WpFP(z-&u&zoK;D2 ztXzB@Wc5wtWx>S!Vh1fUAKfe8=m^dfqD#{1!XBqWJS<5{F*PVal6=SL+|E37ZAyEg z$(;=kcb*MiZ_^=`(|YVlbqazKoon>llAxK%(6WunfXQ?iXNXA-q>!&$X_15U89|#6 zyBys3nQ};aO%}}Ud32PU(vcf8m-#aw1=gn~S%v2lp?&U7uING(f>n;DCAlWST7QBO zKb405$=@Q9HW^5)DIH}wW#HD#-*N}ubX4Sz{qxdGfml6HGfN@?^43P<<$2NYKH>b+ zK|2(V_tctYE{CAB^kbs?}kO}lc2kak9H|P0cJ7$%DxLRX#EoS zKHoP2-5aA^6#oUoxO;DAMZ^`bg**z7Vfx^DzIrF8U?kRYJ{4Ayj==%G6S6;EMM9X_ zpttu~7~VY2uITUz0FQdcW6^t;q0l(;YuQ$HI23c%r_WfEP-EiypwWZqb}xTvF=>VX z&Oc3L-VMGEGq;TYUBq~Bk<(cZOR#0zJTjOXxvP@Cs+M8xM8dNjpKG-FlEvQ7X@&?T zRA%{ZS^X%Y=k+5_K0Jb`BrDgxtnwhN6)#2}Hk~I8!>9i{S9qQt{d(My8@lw-{4}_4Zlf4nC+7V>j!p!i`Y$Rc= zHF-YCi$rGBfW3|5BB4mJH%a|;Cv56^j}Djw5T%0Pi2B?R5~-&w|9WKv5lZs6{8b!8 z_`<^Gx&FIM%q-o1?B3!+B>t(a>omAbTm&wh*39rCDj#Go>beCImA5;WU!p`1y><6h zYyXQSIUDuHy!Iv&Gu7k|ceU_6xgC&wSH8xA8Se+R2d?V||g z;J#H=Rq=#xZRCNOL&-#D^}=qM`4r-Poqzr9yQ$>G{0gP=r?F&kUTO0&(Qwjjc(*TD zJ(3vObgMpMizE(j&$5?!N0EhMn_t@w$CDBr7FFVOGU;z(M2pm=5TyxaNwKYIMD(mg zkI=saa_7VEZrlBFWUBT=-swjPMCj4Y55W#e}&Bc}Jq}%SxTdkr@ za_q_a#Py=tL@ncJtA%M6iFDy#|3*BOtXbH)ysvesUSIpk>Fx2Pa(7y(pI9u(p4=_F zcp;XQG;A=v!IMCyOZEn*wSmMjWj>+4Rdyn_@+-|iYd?8`;PJeBQg4U$k$bu7bFw^SN2=yk>9({sW z5`&2DyIXIxeZz?Ee}DA5W}?WP^pP;xm>@D$?zB>>-GxkfhHkj?$)5DTdp++kYDcE% z-~EoCb|QE7c_<1kdXo7p5B7zpK4hcO*L#7BID<{sxQoJk3W|;3c)Kf>AfyJ9ClX>gcAEB;31YJzz~dpbyRy8 z?^4_?^=3w(X&@9m26Gmge2`J87#!>1g&&uOtOtc+;Wofu6#Fy<_4{0l{ya{Dy2rUs z?c?cSEO&`itw=|>>#+~KF=-HzPZ_D6NkQEam8N4ClVMJopKxHt!#DfJcl*tW$Rl!m zPp)PnMcRH_MMw?;d+5q~e{yi$F^?8=CJzQ?WwI91xd^sd_S)xNHgZSKv8lyn!O*d< z?0<@x=#bl9X>FScrT#esx@sY$1gQ@=CyODocXqy;KP!Qc z>3sH+CnY$#>~BlsKN>7nUVQxNI~8XtKFC;)7Ncn7?(3mf6tuq)@uT)pprsWhQL&7U zyvq`+6J9g0g1N;cdUGlA{B~4?OO!$+Xp53~E(4z;#;(a6>^ z8f@+I<6H)dQLdz3{5y?;01sLf52XkZr4gB{>u6Z?H(lL!h>o!v!V0n5=;+<;cfhZR zj+19sn|jrkpngN4?&KC4_5|M0Ij2g+uXTp@7oJlv@uQV9)Q|$sX7*U6S0xY`?v~>2 zFNKBN$(`LgrPvnTzhO;zDPk^r%iL&Z;7@}g$q%RFL8{xWfDGj&(XKA7jD`G(vu&t)2VCJwZmI7bI9NP^>9 zTM71Ac3P-Jm7wooN!jc_DqipG`1Q@K81q));hz+3hMLMIel7fv*t#%wgsn~SFc&8PGikD*X8pSLs^jDG9 z!XJt;b#W+9?Ft3_U&p7cI`fg{njrs6D;M_-&xa)Z%7ivYX-d%UOiak?tyikgNAPl; z;ifZ1=*YW)sH8&B`sOa5S1-WD6$uky}$KNGyo!HCyt7`sZv~^_o~@GW?>XD5(hH?)@VWoB^SVBMXZA($TlJ z#npZw4fAjMH<)Zn#p_cheJPs~u$RuV3Z9JwL|lIogSostVOyFa@XMb$wp}0)_MMT9?N8mH z@Hx-mN}eA2ji0yfW?2!A2yVHnz0PRtzVZC}s6Rf_74BcU>W4{}UsF+X-nePX>%Z9H z0cOZpadLLF;DbAvTf45{RhlPZ3)*)sag7afcbaRB zGnn^1^NgoQ3NJ|Ej1 zA}2v?E$j}K2YKU^|G^=H&=5@X2wcty55cf(k@}{~q3GDN)96Pg1|IkSS(AX<$-&Y69>nbRw(apsR|wk{`TqKYLa+{q=M!3V zMEBLcXTN=%z)Vv7(>m`6!=BmUF#B_0)8#A)&=w%wGVJLgayEo=!aFAV!zB{@?BbIV ze_t{!HZdij8cdR7Z{#c{F2w~ME!94lp}TeFipF7E+^an+&PKO_^}d}pKUED8T;#K9 zMpqMtJ8sTO4A_u{_t)DuKl3DR4LMxO?7<}9Kvu6cGm@NIOqW_M8b;ho%RJ=${7CSH zvuyemUPPhdO4R)&Pjy6c6)A1?Bh~>*X5j_?Bzn`G>c28UB)h&Np`tL9D7;G_FxwVR zm^nx89%4n1VAJO+Kg;|{@-oXojtFa_@nGncppqtGZ?>7ya`48RO($xKSHUns(kp$i?|&!{-5_gTg-*A zE5C@l3buzo&hozrgf6?F{uX*L8lLd-K3frp?Dv;>)|7ZJou|mB?+NZ0S~nDV;)D}4 zT)ZYf9?%6_*ZJowm+6vd?^Dyg6Q0<({mPfi{9#aWuxVe`6pk00q(+ulKzj zN@@?s;7IpgbN&z%E|?fEvd1Dk^ysTlk5ovpG_>}br9ro;^B7T22Z!7@^H8#MeZy>W zrBNy(zKz*_wo68D@u+`BN)lFT`u&UAl?bDZi;_F;$AUwI`F__(Dqaoj(^2>@2lwgA zj&`mofSb)>)~Ht@;zhj}GVVnE%p=o^cmz4}bM(w9PfJGAA6nFS55w}h%CWEhaK z{xD~Bl!0H}o!lk83_MNx-}zQ;1{yCu6gy*1N39j+Pa2n?!NKd~xD5@Dp9~(K(4^wZ zZqrfOPC9H}w+F^sG11X%eTTWN3cE`e>1`-ei%@g|?IAbv*~R(gt!++0xso20a-e#a{icBPB`Gy;f7be=xxgU!TGvF#D^zND!9Yx0918*-qpW`Uc)?-n0>^QT2sQQ0Q zJQ&huo;72_XZ21gv9F~F%6uX8UrQ+}9*B1?EYe|CGqv|jQwbVh>Xq{-(XhT(S8RM~ zULQ8Nym|9D1^ds&Jm5>9!v4pq_U7dbs2T9epEfFmo{5v$gPKyDQ151_-YJEtbgzMi zz>=39WtJ*5E;%ALHZFF_VOQl#|4V&I!w2*FnpXx?)SQ3&eXg_wIqs`d4E;+{Uvm8= z-;yVO=ang{=9S^U_LI(+P0ElGBYSz(1}3aVpGBG;T5?Oh%xbUG47_&}>5lzag7tO! zClxu=+T|qReyxtZp`1uqa?}K|Ac? z5n6BTQSmAT0$Y0vIlVJcVPYNd-YE+ju5{x*zbx3+uiom!%!F!8ko`t5Zrm{M2EZ>EIfp=Pw66N2&Fujr|ZK`ewbwlv)5PXdd5<5LGpJc>??w%LA* z!wGqrUqV%pc+4u`xb7T`e1{nmwVo^BuyYqyUEzY@0dx0+MQN~^&h64SG9+r6&801e zy|KegDLJypSE>d}0bZA2s)vaCK+V--e*j!~(@Q|@G{CyYZw?jq4RI>lv|=0qemZ_pOD zyhO$u)R&cC^dh1sc3ol{4=;%TW`N6$wYVcGtdGUD9-%;BX!lwG|bRl;%X}GyUtJyh>NYuWRy!0lVbja-4 zD%BfKq=XK3-{rnu+VL!$|#KcHC5YHlg6 z)#vNE>Kd6!YCHB!!;L671eB~g;Yg-t4{YGxdVwTA3!ZZNu+#_9{iZV=ZY23$>B`C( z57KdSLEcBgmoOy{-H+bkL)e5*yIbUMBb35Kj$e8gVdyH%x*d-UVTm0nQaTaW$A2Xz-&5^ycY4pAEHJIPDnf7UkfMGMO zx#43Jtf#Z$n`UCbbZ{z^uZ+fmaX_ZBZzMR@hqM3L9*&N}Pb%`~!qDM2|84!pAS9n| zy!z>yKU~Dw?2N?XutIvtl}~|z z($D@c@00M@v&&J_KOU}MU!`~cj>ej}8yEL)ih>!Zjd8PS9AY+ET&Iw9*fsPf7Vu>w zeVcYK{Zlr+h`)H08Jvq5wTfpSC^0& zl&pkjq;y=Hcopu6>*??AtHhc=b(@v5EAh$JNAK@w1-|m8oo3UiKx&WTg7MvQ*l;Du z%XXHbu=V-1sFhXN!h6imc(?|Bm#$B)_)~*JI+o?V-YodOEn)DvvGD5jN`X#U7N&|` z(DUzA^4NII{2U&s&!&@oW0;)e}qiWuN`^c-E{ISA68o7hbJJ zhUvOg-+)@AxEz_ecCHrXo$>M}FIn(1s^&J5XCWrz_?4X}YcR56`~Adg0Aw{tQAZBnXkQORcXZnL!{8;n0_t%1>3Ur ztgeN5V04$-+FB(0y<0pJ&jS5Gg8u)W*FgM&%boCqYUFLUI}*ZKg_idH_a3xWK!5#e z)w3<-Xjrp9??_)29;J%=T=`rB%U|9KKB6p0RGnXzdyWNmo+KG5r!s`k=G7jY%Tvd*1ik)ju@2>*eZrMEz zd@L-^e9C{d^gjIu12_NAfQ67u+WCgO8We|Ea=1OKLfqfi%A~6T73;H}AKF=t^`>fl zWoMZ1R8Ko+N@F0SBlV`$co}HF*(HiAD!^|3axSK%0<*Mc!&CPvaKLI%LCT{7&1Yg) ztL-Ys-++TfEB%;oT{V|;dub2g>TQwj{Zj(2Gf!%BoJ*j(%i!a<8xzxY{O8|Tm7_qF z2jk$Y#_6zfEUsC6k`-2lUwS_xf6bL*Ca1C3jmkiK%RN(0KRPyBvMxE#(=e98 z_@ORC1>ZMoH;uv)%-DVTDHm3XvE?m%_P$DkQ+OH@EU?sF_AS}l1oyvV0bHfYI} zM<+d0LTLDE%lkt#jE3|gx5vkmsPHx8*dLQ$47EevFW0*+$L;gHJ_rs1K58K;9N4RO34*?ogl%qNvR`5{e(KHoCanOO=V z4epE_;iN!5QFWo{U;*Tu`t9YO-i7dYm2HmJO#1u-Pc4A4QS#WO$GH&5(0ZZ6nGO1?5!rPl1Fg>+wb$>= z0=r`cH)SvnTl_q-o!blG#GMpywx8Cl|+611sBovhcz_uk&L| zI@r#0UVgVG75|gtvd`;DfT|FON6lzDrd@`nRd!^fW5=L%_nvG#Zg@KIKqVV)4_d2e zuQPGbcv8$NEgj~T-;|^EQ=uLHVp(}$GT0=vcFL#5!4bHu$pq|p=VbjvfaJ5 zD4mK$?5nC+4xw=Pp6{XDl?+F5qAPJ-k%Uc@njQ6xsqo-iF0#Kr1*Xb=-5Jg)`2Bo- z?BS6ld@j6ot^8Rm-fEA(q@{<0F?}mvc~>yHAFtXNbj=Mb&G0Bm=PGXh89K-99gTwa zcEz(Y@sLrzbvfKT4i5iX3jcOSBT=}kX3RbUZkglWw_gS#_ek{+pO_~GD^`?Mwb+7d zw`Z)dxjE^-Uu~U|XpBv22Xt?$c)`n}{CugPH%!>Sr*B;E318;{OPqHCCGW82qmA0& zI+T?-kYz`rA4FXkTJ1^lGgcT_mjkr}cwBH4TIJ-XI4?lrD^uTg}9WRnyd&MBh&F_{^dJJ|Y z>L2e}h(TRB_7t`LcnlUb7Cx{&6}KFX{V-UYfybQxWHzK`;hcol+pcRlxO~qwtd}hZ zcjWEcRP*rhh z0+xn99(njO5q~5LZ+qC4fWpIPsogJbVmQz1W#w@8d-l1a>WAzP zgm@nem)E~Ow8J0MzliF_O9$cgxg|-{ui<#^@E+?cI@ggQp`4{SRS}j3o?dGCX$z&S z5pJ)axq5^`27039s^Ho?#}B+M}jWXC9~qB zaCl?v6J;(O1p2b;r$ZzIU{>d&Sy5~v@TixkNr-1aTRWq37)vJPY1Pc^49kS`+0rkU zj%L8O1A8A_kxqp@t+#8HdJ;iye~VpezTLDJ9kWta&Q}H;j|bL;E|fvv{=u@Lgfdw2l-;X+ zx(tq`Z{2y9wG`Sc)1Lp0Er!digC`>9ZvnTG8*ew^7L=qG{gWY-L(hDVaMptg5J|bb zV709h>c`3w)T1iF@>IwVORY+HR&_<46pqr{yIx;(?ml>bOjX4rXvH>Vmd z=6t!__n-=<<@UW44X*;z>_H8Y8Zz)mByqP~ssqyoRwfJPI(R4lcj|^)9R#xx!Vk05 z!AV`t;;5op(0P0D{Vw|&$m{xjvtFH4ox!FbY zy{VvPNl;j-ro!t($FlX*sL-3H^6$*s1{l+}eU$y20?rTEy*V zF%u0OWUW3(nq#x(u7U&JWO`2SZA%1?eE=qgqu&qQlUU zq<6EPO`uR~a;NlV6IknYoWzbMumLXpV5=rzr*-ib`8L8LpI(R&oeps(4jIW*8o2P+ zL(vN=ydTlE)og5l&*#bv?ILKPZp3ET+E0fw0{k+(cj%yUm+NrB5FK7`c6!aeQ8)LX zdBHhf8Z4ha6MJ@}A1{xL=3FUjfJ(1V!6!%SfgU8qP?cH-R6PM1N^JvhM$2Rt>Cm9P zY3Rb1cpChH&+g3AG`RI&V71&V4eU67oYIV=K`6II6=|d1o6HP)I|`|w8Dpm6!$Jk# zoBOHl-V}&z_;{pfD-CjMt|ppi&|&FF*B+r}I()a^MN;}p2TfJc`u1cx96ZI_Vv$CJ zDc?kfxO^&%CX4n*?4g1sqi&;4I|UA9xc?cNroy$y)z`>lbQl)2eT{NKNSf! z0-f!XQSOYWy_Xr7j$XRy7K+vkp?O(7&x1_Y|LBtoStI)FdcsU9b}AT zZ-U+XXNLsHjlgP>SuYvf2;XHF&!5`pd(EhL=WP`lxN_~jXxY&Ksb-&IE$Zswk%8X* zM>Dl>@z=L)0+w~q^5dPFWfK*GwDbSfm(sxB@hWc`i3Zo7gfUydM*V)YzP>`I0+B_6 zZu^P?a>Q`yz@<7EUb!NmyrmWl@_V$|Mo6%d-`t|Kl?1Pi+5!`z>p=a3-+x*W6vz_0 zcIh{%9*AllYHCjPAasXin9x-Vm1`VF#zku2@S?+B`BNl#uB&Sm*iZ%iQxDDhM=RhE zi_pt5?h5#+ZtSM+O#(9-nd$R58TOW3_xQ+7hHI0O%@P+$AQrpSR61M*T#50Z%2o-2 zTe@crjESI|x@^F6C)k2a3RDP&z%#tq@$Y!gePYmcY*zA5*eb z8E_A-e)wQg3YVp(#&@xo!uZo|EAJO?f#lh74Gy&euyr|Yc6}uWEGZMaN~E(uO)zHh zvuQf`r~KEaY?=p@zmHg1t`vb|0jR(CEQIT~dc_8A6vC~iFHL@j769q+-xDP)xnLN3 z^FFH4p;GEf|4x{XNpe!zul|-}Qj!S=BiEuv5Cx747E1D1d zE-E(B2lL_0QdT98d@fW?XSx`4Wx=o2R)*Bkbl8%*`up>nWC&(0`D3#$9(3#9MGD=B z0L!dudZV>I%X)yKX8Z$pV|%_IM%ttN6{fcVDPsAZqkt z1aGu9XgC>1NO1asbX06j)h-Xn-v5RFSh^cL8Hf@}FVKgn??!Keha8c>Kg<^58h|3- z!de|XBanYU*){ZbEdF+jU~gwlMyo;r-)hltTn`!74b;4b-d`14Uhlnz3`ZS{7c-qv z_(R`b;-n`w<*Ddr<_2Kqh+XjaiE!K%&Hg3+W;8CX4hP+Omw?Kio1!T8skn1u(cU9H z5|y((iEd8*xZo7}oNnfiTK`yn*6I2q>m{8RDmwyj_Q|1Aq1jZ|QiNxW$UiR^eQ&M{Zw z@qx?lO7;-(V%x9CdvoPzV@b9Py-FE?E3Qk!&_o8E}R3}uYJY%E51e3_5LkXh{CO( z?-k+S?wh~df(ZEaJW-EXsszL9n6q?MN^yykr&OM`41c(&{g?W*1XUP~DasCoxH_|Z zY^o^_cYfJ@kMCL@o*rQQ#y*sbx^o_O4y(Cn_RC0qVl*F{=pS^7eiz`Sgtpjf*&?jt zuDUuFn~S`*9Bpg-8Q7URDP}vFipRX%%&u6Zpv#@0%&ggD%(e^@_x+oO(rrPe?V1^= zI^$n&Qj>{Ra@r!%tU1`8Lx^4rOGk!!P2(31G3eFY!F%XfBqm>X7q6<0z$u;7uFY%_ z$So>6f9zi*%39bE)vIFhT;%ZGU0w;uwzZn&Ie!XrO!-@h&!^!dU3-r6?;`QSw>2}C z556e*!rVKfz#CufvEKFjrUypo_wShL_CWfdO$yUwKa?_7_+`E=5N+0zFU7>Nm&see;1SkC2*Hm#c8c zzW(}2Zae6TR6nZFCJE;M{mD1syNKp&z3a6{uA;PB_DNxWZ!q4Bx0*jh0#9d++J8MU zuCW zS+6w{in$l0!*~i{e*3=k`s5;@ER4U+*s!JQNq0yt`VeQ__j1?6vrY}IlL;GcxkmUof);B%0T>4-}X+zD-bKHZoN+376YjjxJ9 zxI40i^>H~AdRsW0dQ}ehy@d><+=<|#5BI++5@Gxl7xAx3IqbE0A+M)a1_v7p5~hMm zp@*S`kNNusmqqyRx&84L+<&?^mNrU+pBI=#wyswJt9l1PEvp(1Yq&nP@FRh|R7!(9 zI|=rD%Ir0qu7Y_j(cIg2E5R{^FXH&C3Rq1~Fl%F|fIE4c`Pp5FaM*D?MetEIY#tj4 z)uq$``4Yn$?sqkCP*qW>gjD&Fs!M>y}(a_)*jn9;eIy%Z2U7h?QVuO8~1 z_xB(BQVY$O`Zq;P)Iiw9`}@5k$ngHvyu71A9n`8Vj#?--fU~?)`I(@G4c&RFu7ZgQ z_v7dKSXCOpU^&3_t`G$pe9~6*dh5VUj&K#IwIHN@RkVOm16=Prea*xvAZp@e9eJ1v zg_rZ(2G3JL_tohc>IEuPDn<`clN;csQ)8=z3fk+NY2jto zT41*k^89j`42MHatVY(!aI{q|^QmS%m^|)xd}XzvnPXhYT>-`ROAZw9)&DCQ zC*A<#H`02SHsVvykT?8rtpToWvFc5&robzHn$hY0dI+h^L+j1Y2xAJgenC>+&PbjyrV**HIkdhUY^1^+Qq4;E<3^AwWiHblXa*5I6aKiv%}`Z&DNI178AQcS?)a|T z1UH&S7zLpbHbn?A1##2im(Xj@gNihe+{GGYEl&kx;Sl*xfDTOqT2Z;T8sUfKpPuI> zjbL!8DjkR$e!pF}reY)X6J%V8EOd~6w|(T=8!D`woG2@k+Q{qRaJ7sD1zKJnn%4b7 zg{8Pnx-jfWJU+a;xsu@H4S9flHymAsjx#}iP_=n#=I|!Msz3D z0nsGhPq?QB5`L4<;YObWwLZ^E=TSj**zHA&2o>a&hHc7(s4%^pd|8^W0e(gYf3V*; z7sLGW#}t5j`Cu(qu?mECoy_e&R{@I+iJLmS%VGXz zk3D}*De&q~3y=E{U@q~%A@i#xP$V~`z_)FK<9;Pwuv8<0SYE3Szto1`RTg8HR}PQW zSOa!-lmaV9IK^Xv080ac?{&`>f^N#-on4P|;mons-Bm96aB}z{f2?3J9Qm>-!T59u z^eI@_^}i*6S7x;EKBij`;9@v&V*kb-=z4!D-Svwm z#}h!nMy312mf1$}S$vfTH$>OV6Y;;Gr}_(0iVV4?DGXjV6iFg7!I(5s*fR;4zxvqZNs&<$<=Yt zb?Qa=@v;hhm>1ykS z8bO60{W(urD9}5UqD*C?V4=5T-d{NivddNi7PTWmc$M3=cOe)S^5(m^&ijGnBX!3g zmCm4Xcvwbd`5dsEKcm{1=nVPu=Q_vLqM*t|BSLCRJaFrVe(#@81Rlp){=&ILs9G)8 zXJLth6Fhguie#g}3wSKeJ3~QObkZeTY(qyKai~^Z3WhJ$V~2`_;vvAOfmwki89MJ5 z?vUM)48^~1oNg6Pf+MPeivDNgz+b47bGRTJyf*dzD!zLIG$KD29vyK34Nf72t8{r7 z(6W$Ltqp_p_q_4L*>PY>YD`-q$AWS~Pq<)19PF@v?}Rf^AkaEuoo^5d`G%%mRlB^Q zbcPgq$iWQqIjSb5jZH8)PR5yj?JDYi`5s4)^@iRMD`|1>aCjoTr^THk49xunBYZCe zLHdqIGbIH#fJG>LY#`SK!ntj?<|gU@+p3yla-c2FybzijzvR22<3l)w^n6j{OiPMx z>O~OtQ{D5`&j%{b^N-oz@BlU?E=x;-2Y7uK9JSN22H9A)q0_7yDEZe};9Y_frs|3f z3Y++2(ZNvXJW@Dj-^lSas7u3Hv zXq$lAp+U6G>&dvo;-|j-ObUJ=zk7A8C>R+XA4_=zxZ%h7i+PexZa9-e`D{lEP%QdL`Q_3={K#@BjHiu& zlJ(0r2R69AAk5&^GlO#6u}wj4rk9BEkEYsm;!AO>A)jE^lVVgpVI4EDQi4o>QVBnj zO3~|3hsB%LGL$>>q*2d^h_O;(`R=@xxT1EUdv8@0YG-e*YtE}iYd(#&iQ)>R^eHm4 z#SoG4h+3%AED`TN>+(OLU4i1}N(C31DzVRRU7Nw88vBo~ead@C!u{@jt}Jymn5&Z( zxhPSGt@nn<+$zbKA9!Cl=W8`G+p#Yj^N{d}bNAWK~%k;`YMNZ}*PYVSGc#d^gdy-J;(Nc?saVnnnb+zd3=@)vYycS&t zo|J3J)gd$W0!iGw9`nw=pg7M^Fty`nEazq_GCO|`IoU_WoJQ$0XZtBgjPKvtl3tIq z^*awJEY{=U)ys08AL?;bAl#vpLcyzSRYj)ERQ&7dx6ntYV!Hj|0w+9_gdDx>apTJ=y`7VH8<3M-!7$~ zsN+m*vTFlg5Q%)mra;9ZPi1V*qvG)s8Q$)zRJ4wi3$=VxkDK3o&yAR`#V5lF?v=5% z=x0HQcx_gT%B^~qHdeKmC48$Y^>7`gru`stuGisPP6xYfCG|K#Xee&;rJ%jjO-8o} z3Jzaww_MJvLBjohk(1RVJYSS+Cw7s9H#ILaP3BjlIp@A+!|7_=_DQZ{`+X8_ng4NT z?{zZL|0yN;ERyll#MZR8#Wkp1K9(}CO+sh4iI|czmH1nZA?1~M1?ufh7SL0#z+di( z-G7WL@Rf>r%i)O%>^yL3&~Lc{!{k0aoocVd!JiT$DhX9MpB>S2BC8sY=$L-73?$-H z8+AJy<}%cCpH8c&D#6n2r`!7Zicw^5ult&MG0KYnW*Ap0!GBLIKJrGF;=B1TOQI@e z$XMNG6Lp{*Q^QMc+g6w3szEAkdFd7w+R9~Be#^tYAx0;Ui+O077B!(bmV-zB>(}~0 z%|WmIP{KEuhf7CoDz38@VE)A&Xfj-g{=`}ZANgB&r}^dTv~VFtimrs~(lXI^b6|;v zRT{pQ9!xg5pMwALlJ(dblX2MU&6!KhDJU@imyrHD9gD6GOQ&ql#3wobcz!Tup_;M8 zeRXm=Rw(N7YHp6ksy#lv&Cy{f!XWo%*d!PQVooL%JPE`V`jXm;P6U1~IzKS5I|hr- z-<^%0ibvc2pFCUz$@ql7;>kL1EM|{VTST9G5g68C(cGM z>OcT(+nWDJM;P~g?EH|!9R>{L^2N;DfWf4_ddp^0U}!T^qjVlZuW65b$pLHBI3T!X z@|g?%4*&rF{}fkwIF$bvB`HdzvQ!e13Y92S>Qh;hElUeYWnZ#IBxK)*8MBXJHe+nr zqGY>Tlp-ZsWQij2rDRu@-~9giJn!>9&->o{Ip>~xPIdoR^SOoqh#DRGn_8*>p`wZI zmy9FP%Ic>2Qtx7<;ZJ&ZN7h({h>ygB7$7nQx z^Oe=_xQpf&o7KPU3_;Ivjf1o*R91;sZe$9Rsk1Vp<6Hf)< zkuO=jG|(T1E@>T|o9azNJqOl}qzon@g|1f))TtQcA(LbGXeA2ygk~T9eGiK$v$3yE z5s1jdVAJ~Rk_7ZItSnE1OhEQw%jz%jnW!xE!=q1L5PEdD883CzW z7}N<>%0#w|kUNz`ENYf(cDEG9pwH@;j%v0gp(|26*EeCQ$j1fT9xIYjs7K5T)-(-` z*{cVes?t&D6PX4}GdfcL;6rqA$U=nmHz%lVDdqLUN;LlA6t~3;j+-D)>N~v#Y|M+y2EHx zpNR_JOE~^g&q47|C_jU)vryuAYx}=P93&I|(rGp%7ex=zbds2cU$&E}#G!D7|&S3Gq5$ovaEn|##4 zO&smF%11~0Q{pAVd8lPA?Za!iJhWhY%dSb7i{Mgtv6dSL4UgLyIQ-!tomaFV&*wZu zTs4!MreBE8n+&wz(hAYDi#`TY#)areqTQ+Hp?oB%fFCMN;Gu=!eMwFG@=*4b`nu%g zTx4GLbin)&2c6p}|5@u`9~XuC&r+}qd!#L(WD zW!K9?Qv07Ocv6jAQrpz{5ir*7-AQJ185Z8ejLw3`o8XL54TQ8^@15z9tze2X;> zP35As1%hENGr8!rN8r2Wxm;wN^Ur=yRW7P^OFy~y0~@su>P-a2u#ji{ZJiQLCJOt5 zv({{&qp5rG^r2WL3gP}Zb$gnPdS{IKn>m<})T@x$Vjz_v7+FQ9#u*gd9%yVxC z0t$Q)o7YxMN3@LMO9>qe#8MXUZC7QY;y<*y!(L3Ju=jDIRZ$Ld*?a#eE{b2*kr?f- z)->dDJ*Hz=m5R1SEiWhhAtA3gh0w|^ImqVCyFsOVHo{rX)OT;;@M+NM{j7}lao$|K0w0g5=!I1Q*E#67 za@^I+>$pg#g{UPNQGjFu4b@9UijnKzZc|~KVwBzdtGOe)7@bepk?*Kkgzo6Z2vC~} zQ1+>`VF|l@ba`1M9izfS4qm} zb;?lfi^H8|QKhI`bo;w zmmu-z#9KC z)WejZ2O2ILR^Km1<%W9wEm4KYv0z)OfptDI-n^#4Kb40bm%eg7{-hY0f2&VzPcA{@ zxt$@FMkNSmm%Kkxumr_=$6J;66r+}18I1UDzFt-LUOd{Dk6h247K#t%q2PiE+H@or z%{kkJ^$+HwkiD|IG{lS1vtFSt(T#k(YImO-a41GaO80P6uZqywQk|A~zFr-4&G)pyivAX?Mj`3{t>GdU(c5^mbxf!=TXDb_7=D(`)NM)i;XT;8# zi{zjLlcUV^2pXC!Ij~`?AQ|0$jX&GaPeGaMh^m)EvQY}wmUsCT|NNmd=o?2z4Iy_k zUe?o)^hGu?bDWH>5@Z^avk9m%H2T708yq48Eq(FZjX`}^!d&<5A|SI(Mv*2gGGepY zW4c#KXmY8-LR^-JOvm?k`Riq(v3W>(4z5gH* zB`v51RXp)WjmDdCt_sFT!>f|gEq((TRLpu@FONn))x%VxI^xmT$vQ=^-Z*6I6yW^l zXDrHhjEH{!@-8a7|GJj;B>*YZ6t3b4TOnq4sjATO1yBe#Fh20d4KxNZROSHihVeE@!=h>ML7u+O6w!MpM*oD6en1K9S(Y6{QGWV zI8+>1Hzl_#8qzwy3V2M!L)cl(o~iq(Fo`|Z?x2H()a}-4`^E8~Vt2`U@fQKw>OSpg zyq^T7>m^zjzD0ws_;TpWmRJyQ=7?B!MuSnSZu|DiIJhb+skkR18D#rd!Pc9x&|zS# z{NImE2oxO2m#!qj)V1xK(%f(``#EIAS1}nH6{MqsSCSwy>(`IDCn<0;^J449h%_j5 z@4a4j7YCmOR1<5|h!Fg0s-1C_0_(GQ$5b-1K;!w!U{F*Ryboz}QJTZU0p9zj0x29+ zdf%(6T){zuu=ve<|4i_HD|p|li2x5{Fi93`DIlP?=UK0Q7Kk5TEwwr)R$sK?32{_GwWdX7({H;U5hi5I2>ddQXRo&DZOkGZ}F3Thg8r6Ev{x`)hvw zGznzQ9`3)aPKMQ^b)=96B7_rn4o8s5(7EEFRPde#McaluRU>jh|FnhsIE@Jr(w6lG zGc529%IT88(7|@Y!pH?9D!dnUdUW<76_!S;yktwMuy@6h;}V+%VT(1b+t1{{ykmDD zHIfNy5J-b>ep4!JcES7?@Wkk1*2-Qbi3=K|~U zDjMkUF|nW4CBlG#ufKJ3zcGQa@T;@=H4AQw8NR|-u;I@8vbAzPOqg(`-D?LU-ZZo{fk-9no-G+JD3fFJxXs=({te68K)t4ZziD7r1s|8{&o5@f zipIII4n-yqx7?I!)@MOo=I0v?g4rTJEMUGotho(&J?$2D)M^kyHgC&=%>i5D=Y4q4$2zFRY0QNObwWE6jM#8|X`ktpt1Ji}KAHc5f8q;D zQ?jWn7zzul@rq%C*|C3(AzmE#G9@4%_&gVm+5Et|>T==goM@FglLe1FF^vcJF~IbL zL$ahg10s&usG2;^f!sUZI}YSAU`DTZaxj(&kuiVe=kr-`a9VBZ`DHeU6Nroj0}eE0 zWj&%@WCG=9>BISwEI1TviaCV0!m8w=zjwQ zh`7$DD9UhN#u zf?~(JE!c`In8g~bN{uGNt|RCxA%YBUJ&UasDI`!|xp!06g#smeJ5NUK%>w_xkjuXV zv%yyU(YRj?1Kz5h(0zE61qYtO?ac%>7_DSimbmceXz%+;)pHd1RxDlQ&`yTa&)!Ke zFOp&S&eQw1TgmXdQe>0ZK`Ka8)2GxTvcT%=tul&rHrPMEzvX}m1J-eBYUl1UK_%qv z)$O~euo64Id(4#xm+SPTwmK7m@`iqW%!vrH=caf3I>*<=ty>#wcT>RJrtPfnC=C?u zmTV9@k`2;&op;1CbHM3dY{YIR8LnN-@|wRufS=?5(X;wQh}$jvvk(!XfO1MaOpOG$ zHrR)ccv9imkI;VAQ(4e$uHPvaoCDZ{DdDjJIiU3T>z=}UWVq=~bMa}w16RiQ(?|^- zzD#5`xIMzd&A)-HMm!%^ji-iZhRCpn{gP;n{b z!nfziK>Uz57Mqg_IZ85d(dnr$)-`mq+av=hp{$^lIUFQ3x-XXL62X7=VWgJ?83?BK z`xVa8pwb~Sdq^V-sJ_dat%?Y+dAPGJVJHJ=cjP9O`Z8ebEN0J#j~Q?+{%pQZ3l6-v z$`=>&@zCB<=ghlB0@aR}O}=Inc&ixf_>@Y6ptam*nhRNAirSNvoFmQ{^@OID30M%BBEJHmU1p1c_b#BK4@q`cO+dKjM&uK{2o07p+ zzsro9f`$~WNT9)KwGa)!!k@|zPs2?Z z_%EXTJ9c*}=v@gvxKiCFwi5>X{cAHpB=KiKDun=3{!*fP|B*mi;7h#c zCo+T{I+a^=2@6Je)2LIsli-(m{9KY!5_sLJc%7!22$a5|7gmBPAl9zk+x$2k%!bTE zHlE<~D(y_vD*kB&1hUI^XK_ERf)Ijvl79i z%EnQL?=x?!tfPp#q=1AwA`L30!))&OSA~n2{605oFv&zX=^D0!$e+W)HE-s2AELoe zvl|ocy9m&W)&8aZ0|T$8lhWFrWZ}cP#q<%tYMQ0$-_a? zRXd2FBy>hl?Ixesot}>67jdvAah;Rr;bchJwexrL(IjBkSN3By`E{-JpK4y63R!dI zatEt3z`w|qUZTmzDJF8!3G9G{J(!FfsJ(&IH)|6*C;85)U*= zrXkuN2P%aRci!Ka0CKMnl&H0)KxvJQiez*KNDCbv;xKSfm@P{1p2mZ$z_$Ap`F!2z zaDSk)BL?F1@9?x`VxXoa9o^d=4cl@U=CM<;{Q6$wNp*=pT3#7^aw`qA&(05U*5Sb7 zq1VyP(pV68nHTu+EDmH9`h;zV?}2rB|0|b)DA=}L$6Bu~8mt^;e!7z5Ay8QDO_^32 z)NM7@W?sj^)2_P*+$!;Kb*9i(TNe-M!ioA^{UoT#RffAEv9OvXcH7B04$PiO?|g3` z2h*2XCll7DKungDLqC5m_CC?Oyn&MmAK766f2RpxCEIuA@Ea2N{c_ub=;3xNSISTR4%I<%{In64svI0{0BPX;In;NCxqGy~oz`$*>sd zaM}7-GGIpxU;EdjL60^oLqH7&+dlWa{6D_G5I$z*3<)j`(_|a@{@=m+o4fc&0;H-+ zy;1i_2TYyEMIAp3lpPct5WAfQY_iKSKfVq~iv_Z*W^tg`x!CLr1fZ)?gw@C-h-B3G z{PLlI#_C27P|E`4b>u(QPx<<7WcejzXFB8v=-y=P!9d1qJ#DvxX|Q7X=2zhQbchqm zcaH7A!Q{;uM*41kUs2cU-z*Vfr~kP}x~3G^v@A37Xd3}+E@Mtu_G3UKEQ2B1g@FS# z2cDnnPlFn!?WeY)3<%R7z5H(7dIK(f!vQtu-JR=wd_OUhrN6rx z4}<&ClKiJg;PGg0jP3&}^oUGXxA@Wl=SRgamgm5vetWEL4;?NfF_k;R`TphI$2^B@ zJcxhqD6OaB!SQ@W%}x>?=)HMrSNJ)W@SwWpMGYA?CH1Le@6h1A3}@u7DILU0Y^{D^ za)51A_}9Lg4t@jbqZ*fqAZ@$Hn7RrNZ6TkwY}=R#EuQj9p8qnTsD$!Dsgs}216>8z zDe`@1?(%e;9Swx3bB$iR>99Iv?Zb23IY8NGVfA^C0wEF>?!#(CsEZ2;Qlt?rR8vRa>JU$xxt*$8>W@ra(@?i0RB<3jFe`$K7nD!SE_+KIP==P6+3U$*9>6$Mh> zISSN`lfXZ{t%qe!f!VWm%6=poBy8xO)N`jpgxf~T4@Yv~%i0^MwLwhqN1287TWD~h zCWT<;OoE{U=3730Ai;7~?3Bb6{(evCr{3Y?cBDAyr{O9Zbp2TxE9U2Fqn?(h65kmx z{Dk;8p_c)#GmG7|$EmQmTvB+C#`m2Ph4Z?R6zKVK)loxy`_hK9U0o3qzB8?V0e;@P{+u zBn#I1s&}1oV1qE%lVn%Qfr^G;iMHb$kbAYksKJ;4L{E?RpZNLQnmMzEv`B}BEk#@B z=jq_v*<+B=lmqpmJ^SQLn4q3n=+^DZ0(--w9SXH<@c5jH88FI)uDwlE+!zyZ>w7Mk z>gGV5X*CCf&IK^OM z>vrYA(|p8V)mPL-G zNOL)`bgfM5*#Rze-Y^+^v>^}D3yi70cpmh;keHOo<^X+X<+yJL3;w!{+O(}>L#gAm zYWrIj_`BcJbH2m>&czR{(gY5;zUjk!AIgOZSC0}*6BlfRFwx}PJWx*b(9G1$g#*)z z-{u73WP2@N*2sK|>2*zkE)f;$UN z>Q2r?o3No_;563gJqNILG;^K;7nG_a7C-vr!EDqVPe~;oWMf*6OV@JYl)TfH^=CN{ zDqw=et>b{jI@af%t2vPJYDKpED+jL6xKC8v;6jd+_UB_oc|cksyty;UgLMrWLM?wJEJp6+s^OwI8u(+~G$&6inDOj?0YP^DIJ49Ci`4G)A084lC)=f8m{uMtT6bO24kl!I|9#V zz+PWN(DF5Vo^a7>75{9!*w|-i)|`VIzqTw(@682|V7{wVXdar*p4ij&Cmwa)m z&4Pt&l7hyuY=o}uYaDo*jaPp!$v#NUL3O0fm-f(HsCk+7M(XC_-79q?sfj!kO5`11 zR+$fvrB&-zIu$@H*7nX+Ts}5e1y2t<;dI9Bp=sYj&}1L= zN);EN{21a}nhWsE=VWVLT><`U-g|dqYa!CzYWC1u3h{2%d_{|05hmnMPivA`;N8}# zNvUK(!E|Tf4!2??@PrNr$gnVZXIR|edJ!hY1s?peEJBf?na}+GBKR0f^dG)jgtlC9 z56*!iu#|>fO?_A(_l;FH&a?@Pf0yej!tdpS z`(@=>5ZTk~@?L&kL%NJW`~L~o}NKI?@$DT zH|y_hv?)Z}`{1IAi-idD9Xq=9PXUDAe|arVD#WMMu2&SxLcGe<>K0_j@>> zn9;Yi__MbNpZp|F2~`zf1^)*xr9A~W)N(U8fKA(XWxUC3-b#PIeUB;oJn`IT%(2I5 zH*~{Fst|_+i!?pX7UIKtt2OZp`B3s`QkApJhv69i=yf)wFPyzwzCR!5mM*xcdgkM5 zVWx1_`+WR8u)TqhD}Z&;S%q^WkbiU%Bdc9@c-e2ssp; zi{tlPW82$u;4^Kq!ap_#W=#?YnTk31Z9X>fydwt!oDKY1in*B1DQ-=U&BgApq#W0Pf$1qG9BkQ1W#pQ^3s%^WoahF7=cH%gEB!;=1caf z&qVsn#^X1mvv7UyU`m=&HhyFuv$}I58`qBc*xWmqgRNB+*6)?Gv2H`=(6_}5a5W1d z>}NWT&OSM<9GDLAokk)GGwHCu7~!W=oq@0f+pff?nb=yi;`HZ`EPQw-6A*AI8@raL zFiK5w(0jpW_ulDD+!eE2@$5r741TTK7o)}g&;C;qaw%!>J^I^nNj)8Yb(?N~(#n94 z)3{BfdnQzl?^l%9$-V+rj|bE7bpCu#=(RMM zmT4c2Z%Rd%A>VVp=2YC6=}HQVPeXvi0k?uX=}@|FmQkgifv@{Zm-yagU{}hoI&D@a z6svxCZU2;xwV&)}-uI>8G;jJoc?uJ=x90jd?U}G{;m!G}&cs`?=Yl{16I72D$tTq* zX!CCM*N{tv+x0Fh;jUD~on2u}XQts&>h3J1U?#YaUQ*q#nvR@+8+yfTRtRk#bhb){ zM)xx9Q|#}!PPq(05e7abv2F`aGN3a$ocW-J2`9JycW*dS5vtN@zxfFhai%hBxvi5? z*Z0--(smm1W^YX!J)nYB7?&yihzegzyLA<^G(20aYZysRMi{yGbC4JvskfP2hv(_o zb~wG}#UDBpGz-6|CsN^YaJ^Dna3Th3BZr%JBx1$>z9W5m6R~>IaI1K7BK%VZjRWK< zh-Pvv7V%Q?Wyr?h;RF>=tY+SG9Y{v7uY%RGhD0QIOE`Nb#(*((hivvD8ilpFQg@a| zBk6pMrN*CV7znruO}&oAOi+u4;Yb`F?Pycj)tZ3qHy>!`>m`ACo_E)LSTuJ0G?;bl z3Wtc(fc<~-;rM;wWcSfE5%?w`GuSp20f9n^bD<&8Fj6cx={gyU$j%>{e_qGo+arOi zqIr?XQL;Ym^XduyhOA6K67mR69VL;$M}2Y9x;N^!`$If58FO1v8Vb_wav^Tr7-+hV z39N6UK-06q=0-v?lE#Gf&v8)^_En7RG8K!l29HUKS~T{QY;3sg6A6l#mup|;Gwfj! zQC~*F!Qrbhtymn5Tei2D$BpCBZeVz%>vSyW=I^Awq=jQ4ruDhKdITza^=A?UqA=An zxq2&KECzc0wr&5G2;RP-kXt_}m@q$)J7q(|xI+nZ1{4UE99sX@BmueKS(%*ch*|tXy$26QC}rue$}lHy+7g+t?wPf!5fE5?n8xbtK(4j zA$agrQyh{czt7HRM}YpHkzuP!ENq5?N^XoK;e!fI;`{kT2tMMxxeP66eg7dtmW+h%gR2)OwkE-JoFi(xS~3Q({iXOF2Hc)%s4X+2Vq)IugT&uN z6sl2vN-rcr+d;F_PB{_cTb0Ib@{{o2PDhESkreok9^qBXr^5c*w(!X-6p%{4Fiq5x zut)l#J!dcl9H%}An)p+&HMm_=g-k^yS47b}LmK}05In{1bcAzX8`?HRg_Y8$F`2zI zuxjt04I83i^4JqyYtv-BnsN4}@X?WYc}--i1Otyn_Z6x#7)Ux*vt{fe9r*!TFZ_(? z7&WfDJ;KXCck19-&u9jmf9&o4y@d(one+ZtE7|#67H>nYX5d|f#~iVV4w7(TESXBf zMy`WYvIrgBr#7T!JZ3;U!@DGWk%=d&lRPmyQea$lOrBGfiNOSubHYcN$hD4oo@m8H zI{F0dYnixDJg#zdO~HngyCpr$6!29nojtjqiMph(?KUSEi1+dQ{PqhSHTA;Is-OdMQODU>A1GmY0+eqj@>RVqMnS<*?G`d5p2!C zi(*f|M7BK+!WAw~;S7wAW|oI4G2rka;%4K12E6*p6Qax+F#L4P#6FmTay_}@V}T5q z^5+m{vJ42BOYi9yq~q$1y=#31=wN8xIw7`>jve=fK5n(4BaO@%GulLlaL1zCJ{~&M z@2>HCBaw`6!B@n&PbEW-Pi(l6i;ly*GL?ry>2S9elNw^%C)g);y4jQt-O*_Y&rbF| zw!ibA#Zofp1~=AQu;}<5oM=Fh8Thf)ZEI~a1A4PHLc`v4*dKhGDsMnX=(M!%SN1uO zFI}hAv62C@i!Y-L3}}45cW3%51Iyf!&Q2!Np*%vmoB5ZHe#NKZA{QB0*HO_CH_E^U z&;KT*8<=>1?4p93L<+WSn$^qfXFzG1C0l3CMAk^z`a?lXg!??-dr&{r5XF6-Tp59QmH7;o&r`+bc00sshC5M$ZhaEmAdHFO`AP6e@i^ zDGlu(rMCC}O+{Xgr_J?UP2k}+R1J1*f^qDq?!w-BP&M{+Xa`gw;&1s}sD3@#{!=Ba z@|t1!Q9SFUOB22ZS-V~;X~eaJWan)SEf7~Ra_2N{h4aI-n5RW8SZ?OwU2~)vTl(r8 z)vq?=pIsiQLA3=OB6=}%54tdNb62gidKA2Kck5UJc z^|R1Al+H~q%M7Z6H~*9k&yjj`T3<0&GpR+J(9p1$eg*nR`aejNH6e0$VaeOiZD=_$ zeS%-D9p`uay)gc%1A}`SL;5`0;7zybX>)G{7gE z#iHa6H$jf)WK9rP18509^-h{JLCp8EVBoW67|U&TFTdP`54^g^Z%`U>$lO5gF|84% zo3AQqwKO75leXU8pb^|x{(RHWYlNs;e;HG<8CCmPMU09@{9f>x=`3!VP+?j!7R z$}U>z!gO4E#Y*CBJEp!0)H z9rOoUK9+r`MY?f<;cB;92)AjeOtWfG@Y4B<>d6{77Hs*>GgX7cHOsszO=@6Vu*yn% zsT$TZf16JBRzqDS$IOUT4aXk!;SqW@M0x!ka@4BPbp8*vYFDG&^Mbt0uPWFbQgPe0 zrW)I>{-?TqXBFJmw39d3S3=BwN6g|t1r7zi{#CQG5?>9)hu4V%sv)td?)t#xM6=A% zq)K!Y$PmU3&+*xJL)PM<3h3VVk@HWl!1kVuxQ^~}*w}C1CvRPjiU*@1{O`(9Jubdb zC{&Kx-40G?_LgHdW9eoEtptBwu4AVBWZ~VEc;~DAEIfU}zRJ`}@FXMdW3go^qPw}b ze^Duc)z1dTKK^2uCdIDtea+TE1_wJU*0QilCUEHsQG}PDQVr*>7QiWU?Kh@VK7>L- z#xJ_%!69nf$}+wJs4H|YiP z*(u}hjQV5ns5ON1tqcM8l%|pGtpFTUZg9Ci<%5#CxO&1i1XW?5yiZj6LSL@7$U-_0 zBteH;mybOF<;I0&3%Y^eKRtDrlk5vJH^t|hasb}0$(kv<ngubb4} zVP0P@niS*(a{R+Jm(9IFd6TPhN75cuN9`(w!|$M~%V>DS-VJ2k!1i8iXONjwVZ+h3 zgcrX@-SK_K1o@k5g?pI|K`MCVar5Ctf>dF)+pgG)Ad6>Cjh=NSBwc=8sp$$NY}<>a z7Ni3RQJ+{J*RXJ6{EuSS0-h1M%N!r}G)58JCse<@yAefDteMo}!%;;4;`PcKy>W#6 zb=@y^LvaNEZ{dPlKjVlCi9_zo*2fdtTU{`HIG(UrL6Ya5pb@rZgBCyia=psmGf`6LF`LF>dLv8jU5${1173HpLNM(pJnl zvp6DG-Q4VnP!vH@P55V75=5B$IqPnA4<<;H`Rx)~PYC@!CuN$bA3;{-Ng&$&2=il` zBHC_0BFrOrw$5vM5Trxe_o5Da5~NYPiDPbBkSyO@?QZQwcy0Z}YgFS!~Vs0P<4GN zRhO_;xBjE$?Msk4?`pSJ`x5fvzd6hn*%WHNb*hSS2#W(Nc2d1 zW&oQpg>J$(f{7~HH%_f9!Nl7a$2r7wf(eR9wq*6{XT;7?iLW=lhY|i$2CX$cVeI(E zzFgH5N00*@rwr5Mh?2isT33a#uE1X7XcQo}+Tuvb*i@82=mC=Y2hwM8E z?KC3j*m7R&Q5vE7wEO1lESua5Z8Yv=qW{{vix&^1X#L+Py#~&K(_WtA} zZ_XzZ;e)R?yttW6M87UkZ}UthdWTr*r394-8u+E0XGkU5YD2UVuTzOsUXCb_`&2^A zDV!2(RC~Hm^@TCirdVQt~r=2z{Sgv63iX!i!Hph&ts=n7hTbm(lMLBzXNiOx})~YEmR3)#U3eU z-)BdX?3O3FfudgJYA_d!>HL#^gfp8Zi<3G_L9qR(#C_;d5G0MYqUr>LAb-1gaF7}Z zNe$;CcOycPnkTSw`=wC4&E{?4-4FrpkAZ4Bqu~%e^ZclWb3Einthb4gyndbXqCoW)XC(Xw%wZx0S6E%Qig=9%CTHN1<#* zI|Bzdc&R-oW`LwxsY<<{0xSMc%??i)*fU0p-+ML%Lfc=NZ?R%vHV_dxXBl`K)E`)< z#=xzPgiQr<3{Fn`#wYK*NLU1Di|ZBoe)9XhdPOgI^T4lg)6a3>>twnUA8 zkp_p(`V-odG^DOE8z~>AVcsWhFkL7S(@OV4OnxLFddIu*sjA(k&S!gSjH&8L8+M-!-$&f(gmL2Y>9-Pl0|Oqflfi1&<$)=%O;|2y$fF zdupcOcKLpm@=Q8-78EQiRARuB){+&dmkt=+I&Wd?0gYLnT}0;*FFdoS|Ov zSqjdEQ((~*GwWRJ3HOc`-JOe#u8NQ7q%1g@|K{#5%z;ztxVfxC9v%%VFhus`;8a~n zTEUS=MHoBuUDYyzg&(q7-?SdHARFEB{_evPxD}qc6)sT>|4^xp zDB)84V+5Q^<0{4KJv$@^=1Oq?igC`lk0sc4da8S;XDQr!!oP;wl!EsmwZSs849cN? zp_4IXsBJkFFeF=!z^`33M>dw@j(_Ia*PP{8?^|s_pDu&I@6=3sa|N!?R!NWwD)4lP z@2&{(9J9wS>^j`?94+x1A3rL1j>lQPOX4GyQ1pnDUfWU$k)iPAkIw-Y&aAf99R=Qr z9XOEq0>~Ip)|;yYE@d67eC<#LwdIq#7j3Fg7G*1{?%Zg4xNki{k+VjP%NC^dPc zVl!CQ;^bL2MpFuq+rzW2W=+@)b)k}r~-SrsMBlSDC)uZs}NM~(BJ(yc$)8*MZ z*~lR5pE9Wd{A&AO&a1L@Yks9t^uY$KI5=AQb6*2)r_1^d7c^ko^y1gY(+yboBj!Ij z-hfpl8`>XkYs9jU_q>8)jd0Z!d}|rgh|i}t{rdK_5!Y|o>jgG7!pcNY`4FiIq>*zY zpJyAfAhx2X>{b&d{#*PN#n$opniRR1mra;Er|{z9iDn26hX(5$X~yyS4z3M0&7gIE z`l_1PjL>t1X~*_d#7D~mEVrtb-(2##}1I!nk%XGb%0Mwu%+q13naOZeb*Up zL+)dGssObEMR_%R?)zR~`d+H>tJfV+|KeElYPzRfpiay`7j&QpyWH z+X+>>#({^Dofy+<4~gC12{{Xmwdd?RvCXEfo@COAT{%iVKh-+nKz|oMOYg*>YioUM zMJMLCd6l>HcS1(9)t2jG7kaOJiaHtH1w{;7vvRvYzE%^{5ZHxKr=q1_JGyXK$49Pz zq!TqgHe;dl?Dam|G>G_hL1yB5i>hijn77Hh-1EBOq_!j@b-5dJ#ftUf>$(voQnU0! zt{c&5UKg}acjHp}0inJJ-T0N{IV{`RjY_5cTO7H1a9L>V`iqbr1l+4vJ)YPDN#WVI z8ooWC9NFM~EvyH;FKJIt2lwEtN&KBtNiSF{(U_D7A}4>GXn9s(h}3rx%?S3+J80dl7qQ z@+OB^FUC0ij@@hOLHLy<{apz?u#TCKC+GBFKb1q~&*vW8t9yPq7zCm+VZ0=XyZv8kcAHKEXfi@k|iQ4TUpYgB19n(i4@t%8nPTS zgSmIc%oQTpT9AZ_uN2bn{Qf$xnS0K;&-*;*^ZDG)OXoUl7-E4`%Kkj9pSU&7b5A&W|JLlA63qg!?k2lc-}YYrWI-OhT0hKB5B zvnt=9^z=`yllR}CU5_KBpPYSzcHb!c^T#eg?>+mcDZ^|i2uyab*pz!=tQ0U?v-O)^zpd{ZC4Q&85}e*(edG;==o*0 zx$0ab=@)QnJf4I4c^@)OB00#q^k}NPBnSDni8Ze4ZbAJ&z8YLeYC$0Z#3rA+EogYN zg1(Pf3vx9J>R89yf|AJ-v3hsdXus;rxe7lv5*LuTb!a;q#pNtKuo_^Y&=rwsN>lPFqh_}q(V z0v* zZEC*VhnIoezfK*@=%FKv6TjjQDAN&7=dbk!0(5jI#>3Wm6CHKr#Ilq8Xo$Cl`HXE$ zL*7l>4tKt9K%pD-jE9OE&`5Ur!4AEXuX{-!ReJKtcVs9npKI++7JFQ^?8L*b>~=8R|VRt}u*u0UCVu1^KbDp1q~+N9)~auhYu8x?xJ3>goet2rE1hV~hYb!yF&q9xA~ zPDTipAsZ3R&i1wvL_a><-mX`IJXCh97%whH_PX`^J(&}w~F_|HNl zeQwf~SGou-%DgAMW2^wxHmI}XR}`ZCYkq#V3dutUzbza(eIOSN@8Jv4am+=LU(3Ur z*X5v#Rc5ST8aXJ(X~?kV?hB-Ru=dBRXD`rEX^|Q2W0{C6^w{XkxlB}btAi&%G6P-u z9jP#En~pr@#GTcA(h(;sKt3fh9rfmEO9^_Wp$$i$Jl{i4K~`JbU9A44pkECYZ^eBR z(SLPMPG{95BF9b7ls~L{hy;&!J`leA5EVFXFWUbh4khV+yFZc|fi^HkW6${9My($Q zJL_yhkpgK&_8EsE_c;2!f?XlVQJ?RrI_(S!;ftT+f8&N0QRD1qL3{9cbX;iO1SPRN zz4Nw*faAskQJOK=q1b4Be_ux^6gQL20xrQIsTj{(U`2xA9TfqK&5w5YhK8m?Z~kz(sB=18lJCu7nD$v#lm)%AJpm=Mc~F}G$_rsxz^9!(%=<4FYBLq2?o8!ERiLF&Mp-^o2}~=? z7vw`ou!_0gi+ot|W2g1Uw0z+EigZbrLTIT#ic_Zw!AjuL_Ux<0!1|N6xHzB~g!9*^ zSf4I|=$MrL|Ay%&l*v%$8SxM^yQg>Wd1{-FN6)Rzd}+e*Mqe?@k2>$1ASw_Nau= zxCWbXyGpP$w5cgMQVEWH<5e|URglg%FPx@O1@gOpiB5@EL1Opb;a&VSaO$0+qVi}J z^e3y0s&u`Evp06#pQ?Qg+9pB*M0O2a5!&N{qH5rk{w<~Mz*_LN4N;FhT?<#Fd41 zqeDVffc$G39D46#J%UH=Ha_)Z;qUj)WK6mhb9DZ-nh1%PRba>@weeQA! z9TF{=e_hh)K-ZM9Irf4MyB?&7>gCaaRz7)2`6V5~#@?1lm(yX*?A98=YC5d^;>eg# zro-gh(CCkJI#g_38q&On4tIzCRF>?cLw<>C>l1xC_U6J0y$La7zm{YlDln&3dKZVtp6skm<8| z8-Y2i-WTbWVNR#?mmoaCA)65BH%;|4AQ)q@cd3P7w*@rm? zjaRzvz?{LWrM$0;(c#R-@L3NDIvDTHYdXFTKfky_T3?P1T|8tAvy2W+uGY4aJLqsW zl=5DzN{3W6pNI){%sCm7*{y}ovGwyv<9<3kKmvb@575Eu)5W%@hIF_ru=#2N?rZRq z6Pii5pSj8j1w|)t-4k6-y{B-WGGgV{JJVr>Ccl!sISm$n41AhlO@riXP0a3-G%$5| z)I94zgPba9O+i;0>{NWYUBH6|8{agD{Jn_hZK?h-?neW<*Oj-#&tp3c#2mbCTC31N+C}Y_t~w2l92U5^LyHC) z`*QZJ*-rz)u4Hu40UBH|kN5s|m_rtBw~9mRf3CZN5Z`?FbDjM7}9Y5YyM*{=R(&QpK4W5d7 z8{K5mfb=?khJVS>R=hxc5-LRf-?)TL=PX|fA z=14a9dj-=WHg*l~;B`8rTaX^k$qcyWDBtky2?HwR z|D-)lXTbV$mE`bD23&pq`B6p=11>k~Xpa{#plB$z)UJd97o9!t3|BC~A+f9H&T9tj zwV2G)L=4!O{~$HSq7lg5Kb21$Z-fT#M$s*HjnIR>=KpbMgp#n}8W zNtf0e{udizdd=p);MWL&OI$l=0~+CQwQ+yy)kcsj@?0--vk^o-h#m4--2^2r0TtIJ zo4_>1>MpEng7)wm)SSQ6h~By4Vi{S&^5+6qlDwcYUWVbf-q`m%C0 zpLsJBmPNGuvuuW+sobq5$D85is+FlDw#{H)dW&kcZ-%-|kA@kiX1HOuOBdV3gyqW_PD}+ReBJXgB0z}=-DP8&cQBb?>$3J@Kbr}aJpLWYtxS+U zYn|ipmI*sLT=`YsGl8}?$X#fF336VU_r88+!gx>Te(nepHjjzDt{7*+y}rBbv`Hoa zlfN=zh6xpye8l|bnb6LclWEUG0K>8Js3AWA18-v&)ID?HnMu6GH6IEWC1dzT0 znYMfJ{;`A62lNPd`*?SN(jfxgFy~z*Ob9qE{O2T(IRQMi{l~vq;eEa0Y~R`v;Fap? zj7}2}5OvZ!_Y46BzDBp=-3jm%7kYH<0s(b}cM9En2@tA%+h`F$z`1}uy*gKMy&m#Y zn{N{EC2P0PiaP{+BlXwM-o;!qnreeF_%|VMzG8kZ8_v^1w$y^?@GPy5LAwFDg4yYIaqjezkE_UL32 zJ|EG@xn34tU+BG*NfDqTbXBIL1FzG_P)_N_oTB{@)=z-Nk4+X{p9%PTz{lBkgaEDD zI==(sxGq2bFr`TXTt65lO3V;I<=xKana6zydR6sp5eYiwAIY~%NU%7_--Con*y^}> zEO$8xhwXI##;+#f<1L$I*QH2Uyu?e^eLV@XpF&kFH5|Je&X91cv&I|-ga=XMHRAi*s+Mt{nO1k?D^ zV}1T4{48vBVFu&TedKaU2%dN1_nnk55+vOIJqo)^LZRH>9IqG>;{W?uZTk?{5jem) zkW7M43DKjJMgl{tbW9=xKR18=mnVmWzt!o>#tKLgmK$^na5 z@cG0oEvF?ca0o~~U?R){Pe%z;jpZzuiO)DLyP5?tda_PJQY_dxk$PcDh6S>fR@eIE zSrBY=BaXS11^<@lh;M7r!*FxUN;Y;b0Q$d*lq z^W0eQ=RD;Zf1U-KjpJpm`rx_+(!s@_1sdi9%F<5^;#+m_6ce=9ed6KyAs4NpUr}6v-jJ- zu()pgnIVis_I+%$5nV1WwlLhiQLEa;n1*J>VT!^{7aZ8Ij>5TsLgHFAaxU8zaW z{pQ(_+dSv}pbekPg3JANT#MydtE7M6Fd z`N4veq>PKa(=1p#H(~Tzp#|LNy7}D;ELb&g@<`KSHpIL|BgKMjSR&87{zQ}w1In7K zBE;Bm_-0;-p9CAK-><#ku#OF1Rzx_N$gyGWlt#Jc7B(#YcI@7!9c*y;m@FWs%7&k! zVbY5<*zm8?{McwF3m7Kh6Yp~I`FpPOU>4zi-?kgAHe|!G#>A%?Rro%Pj=RLw;rjk_ z7QI1d!2unu^7Bj_!h+mg ztsfT+vA{r;Q*ik>3-0lMRz72g_bYgrZSKedr2<|5{jMyq-ri}b;LlIO1gEF= z%44kWnBMz7Pe~Y^OE$F^Ct>QYI*;jEJTGc^tBx!Q>W+(p6*iG@Npr|Yd>aXq_t0rx zWfG1w-wOGT{ppIPgg~Dr2}xETgxGtr&&@vws@5Z6zO|rLw3+}xiMO8fbvRepMB6AG z=Y*P*Xg8C9<8IrIGg}Cd-dVTy)f)oR7TYh)>cn~Q>nSAlV82f|seAte0lSlGha-mw z_)(ZliykF_A1zXU^qm0Hsj`xkJ|+yV4!ZI36BDjF$V_qJTvE%|1}BOTc$!(^F3k2%y=f+`nr~fQGYyfWH|5>0OWBIpG|QN|-U@QcMtX zNa)nUIa+DGZRSNc6D+4okH_^hfk%h;)>ZtSaN1zzu^awQxVou8ug#x;Pq#i=)dk~x zY#M4*z~2dX?p@yyA4Y()sP4DFm=8Eh9KK+_{8xcHDa`lIrsh&P<{Rjpv`YLx-_`QF zmoT5Dd4(30O@O|B@}ryr0&-6>shcGPc8a&BJxhRav9Ds^KLQfApEqjaBOy0TnO!JE z!Y%Qkti)v`yu7`k?#3z-PL&<};4X=ChSuC}Aw$BRZ@l{2@+7e5p61AH#rL}N_{!cBBG`w8t}YR2dxF<(rA*VGu|V*Xg|UAYUe~D7 zY>9n%lkJnO>ez>?UwREnVjoVqzp>$8H4D0`_jP}%XF>S2faF#N3-)VYcv4NUfG>xc z^qj+jciT^yM`0iK;%^G~!#?Z=YxwN24=XepM(JT6ZvOCaC(Vxy=MyR#g}-5+J{a?9 z>^t_`mp_MF{=>fHSs#=4hXwvIV#_x~vth$YQTFdxHqMEwAJwrBXWf0NA%uN6?!L|` z|EFy5TjSwTw1y29@#*u@xojvs!5{Op5a&Y3kx*7Co-ZC@m0ih(KFfml;k9famTkD> zNn^u^25*W*Gv3D~+eM4bhT1o#=JKsn<5B+SovBmK{ z>oXfFU3Q$W7-56&BMX6aoJS5BRK{JLNB@4f>0HKn#OrpEaKL$_HbgsU%+mtjPS@qA z^S8j@pMPK1i?qNi&%b{JSG0h+jceoN>K5QhFI4KqdGzC&zgW}y7C0;=Y*e_h1+-Hh zXFbGu6s{8{6s*(&hO5Ng9o1SOB(-DUpk@p7tbbmou(t(nk9u5Qs@DR755>cN7~oO- z)I?8r3*7ZH2&MJ6!1%${GS94V-X+B4hTFD)+-*n6i>F)QMG52K$;lR+*9QvsxVJ!) z{6M4hg%+?r)y0_iX@SWL>QbMUaG=jSD6L+Y13oqq%@0CapaQzK`mN@GfyRyJN2EBg z@^+HQhL{#GPEuLRyO9IWeIJAmY~{f4-}iP%kpq*r&t^Z{$${e9a@9M#Igpk&5qDmP z19^h|HdeYE_+FAKv(JD7xq>?Pwit6D-D8>O3NsFziP&;)_812eG!J(T+Hj!u*ZJL) zJ>HKuEVbI11BQ||i!kz=Zcqgk1>-jEhtf3|?_SZRes)l^PC27Y&t5HQ>6IS}_+l zaiGM%@%=c-0jHH{qKk{yHGklxw{zg%`@S^=@9@0wo7)rnIFKb(v@hfn2Uc`hn|plW zz|}3m&Q@di{GzvC+W(USTeSni6nD6*RiiI?B_Ol#x){_@=(04{_d(0WK7qU%=a*&Hp65b_;R9tp zA1;Ix7s143E{p}T&EH+&LZ{SMC;AO8IQ9wn6@+qOdC%6+#7HjKP8%kK+{gQOdt`aU zb0LiPUZqtM7j){2i2bQtc%?~oD?I0dS=jifST+~V)e6qf=X2qy@CMN@#ayuHP+R|| z0zdE4RjGN+1-hBB?hC{Pv32GaF^yb^={e>cL~`LauZ`asE*Ap&970Xoxv=}1SAym{ zE*uJr%988jLRD8)rN}2PI7!bF)5BcguCskV@Qn*-S=%@A2N&$i&;Bi&=0aZBs^w|3 zT#y@T-4O8)&%6CV&6ke?t2KuYo)V&f7V^&e&@u`Vo+`SjuA*SLbxYt{NeT|zq0+^v zSrl|?H-+EHr(oIKPATtVTzBab%C>@nJhdwg2VPT8<{&I3L^0>CP>aMrK@?c1eexK(PT~Bo zN3FNOtDbG~cZG%{08fu9GL`Kg)$VQIb|PCc$)Q*5e=K|$Z=PR&e$f*>YK zEf#aGs9h9x4Racmmb;$EoCk7)51+!EQ&*YgCAgmvog>=mHWZA`S}NbOr@;Qms>wiS z3dR`L+g;r7`|5w{o1Ld%)#{BWwS6e4&k69}>`y_QSz7ptU<$T#xao7apZ@G+3&Xgd za{c+@9k`zfZ?yh4<9}6@V&mEgWZ8Ip4acp+ZjKhB5 z*nf69kqc*jN&Tn#1p9=qSAJ5o#kgPXFZ~MyDM-^Ra*)7&qvfi*02`=<9} zJxXtE6xoLL=xsOUwhHUw{nw2e*<`-BHHIHIL^K1sgcvu^-G%vE(32tz%jEW)3uiCRiWZ z%7Nac{d=6Yb6~ZgYOm=|4$=ird)rOQJ&*nT#m>*pB`Osw0Ue~soq#q*KuomdWnPJZ5RaFK&!a?ul7 z9k?)wl$E;a$c0S8$k|idxp-hS*y!uR#ktO$@(@=p%)HN;-`d4R>&KO^TXu8d+4Dzk zwg(qkPNI-~o?Q4IdtUfpKNk{*I%l(sxfnaszCz^z7nG=t@qEaII{ZBI9+CI84wQYU z;NmsMbB^p2F0Q-wW-flp#Wre7T)89cDIHc4<~%rs@CW5kWp4U(dZ5jvjXQxR_F5IICJo^ zOFj?Q*{PCK?(z_S^wf}`kcUVaKN+9jJj{P_<)!l<9`Nk`HHQ%%lpmJMyNvSC^j+uP zzHxjw7O1!Uvf<;7S%bHf9Unc@B{b!>@DbMjz+{F4ANF+ZR|!Wx@-^s(olbl-lzF(7 zIrFhC^WVn69eixQcqrItCm%cf%zqpiiKFz6THU;gk`UvBQ&(?r?=i z^G5ktwasm7@;CwVYJxb@;sQi%8|w&@5a8ic)rTWe0(g9iIutiafWDu$je1iBur~K! z7#76Gx{-(*#;5t%bD_ZdYX~118;=Xmhw~9P@B^O3wd*L&JIKDPdr zS{5D0$LcS4s{dRd&v|{Gb2NdE3l&W3r%QYYo_uL>PUgdC=i``Hsf7D|SLC{De0X&p z&@a1AxC(j#bu##Pzb#@cGm8%yr%xAV-s0n@lKal{xA|C+8aPKRkB_C%#!06N_*ipU z_3J<(A0dN>Jiim(F_E;yK`%Zwjy(?jZ|T#qx7fjq!ZQ$z><4CcHn``hNG5$hu7lT(*$# zHdP&3c;_k~Vh^vE9wqzTuj#)>Y8xL>Vv}Z+l6^iMsmTv?;p6Cn(nZ_J{z|`;RIuC4 zhmwcvZWj+e6g2vL4TU6sweI$q(>&CR_3YdHng>2l$$#Tp9>j`oMCrHlV3z!Vn);FC zJFAuJmcc{zmTRecB(JT?JF7--@z8qrX`qngv&qYrS!E=THxBfqF#CAOIp!Po_5cqL z_DZ@BAL7BL-6weQ5gwk+`8o8hlZ)n4chG#Chi}a)x;MXZ@wnjpfssBgOn+4P*bZ>< zC0zCbpVViugjtCssmt)um8Tb1a0JCa zkmB0sa4^F@x@It+gPf(2+x8W65UtQ+SMZR7jmr=1;8t>AT-4xPv6_Ph4F}_=>o`z+ z9q<0coP+xfs-usrI9QS!8B%IT&PnZ@fQQ>Sm}}T?QtiUQP4U7u%8di-=IRGydpWSr zJvwUQ&4GT*;kc$lY*erIdadfm#_b&{>PJqnu~YWn?T4q?NZqo{t|y!gzv36QlVjM3 z(>$?L^*kGPi|$NQPh=zV%Rl#^nQW{Z``mbN78@B(2j{!YVdLbWO{DpJHX0-cWegUw z(fpaSWwst0ng>(DrIxW#)4sc;eU6tjtz_b+o8WXYb)=U3K-y0Uf_6AmcY-iy{NYH(zgN3O}dG_4TEQr^*FL~L^ z!pW9Bbxi{-*d^bQc{R*})^ZDbO$io6E&DGp;%rn7DSEd}WFvS457V7n6Mpi1b zz-zXdu}qDHp1vS`YBn2}DvOF|EnuNkGgDDomxb9S`%e!VurNbjy`y~v3oAz(#a^vu zA%OK=xqKZ9uCMFVv&~ru{WrV!f)xuc$6{Rr?N~VD_SMCG8w+ZaeSTZHu(0b@y_2CE z3t5^O*HrhC_#UP0k_T8YD(y1u^I^eCG4Dl-9}B6=-UL2B!NLT)BAa`sS@@Q#ZF(h~ zg>#Kkwr8SQ_>}hJ(4jao4?T%w#{?Ese`(YrnFSNcsb3aeVOKqa#Os#dc|^vgFKZ`0Vd1usr0S_!!eN%6>e;{o zCEcNK+f3qZ9oS{WVZrkHtNeLF^4Zs{Ftvq+*n{hHe!XQO{6($phYu|12Z>}^T`Y{7 zKjTyRR~GK;aq6;vuy8ls_twQB7J5x4LPQf zrM{&a)7U5*%a55V&qj7)Y4I;5HtbEJ3f`--QK&TH`*I%Hzghjg54G9Ixm)zmi*Q73 zT`~}3z=ny^?Z6`|NFKFzJ=?yTjp;Yof3S{?N1H#IEih-}n7gQ2){2dNekV^2+p^I) z&>Ql>fsKpuzKt)P*^u7x)VgdJ8% zO<&PfHl`Ubw7hnM4cV(dG9t6t7~HMgdpMVkl~tGZoeN2w`ARsizt6_!wpz!OTMb!|*1(ZsjGluWVHGnQxK$!Nww$oJ}`+IS}?AEqn8a%zuG? zM&lS8d?(wy`x7`QwJ3g)E=|sze{I~eG8}wcA=lwQgM-^z`9F6laiC^j(QB#7!QyX+ zpDde4d@C(@u9`LnMO$;(Qj0l=w6*r^)92vnZ|^hoat<;M9DZMA%)yFTX#rW_U}obQ zuLv{ZdwbTY@7=_K$B>c223ro4=$Fo3T3npAzjb81GY20FpHFTh-dCN~rdX=W#gy58 z)`|N$NcsK!uG=9FA_{(=P(RAS!@Y>2i1$sXJU-_X@xHZvxi)R9x$v&*yS-p77e2i| zqypBF^Zi#uYTbG+QP1%!!V@_N4=+05XTgP)@o_7`CN6p^zkW2f;o>g)q(-hS7d45G zI0{?1s7sGypCf)K{d}d_2=T+FI)kf6ow<8gv2N&#n$HR9JFFduR>IsK;O*N}2!mJSJY)?0@g^5-%Zt%OE`7*0>^;s!VC`BR&mb-$y>|66r?~J64)Na{!bQO0b0XE|!akQyGhlUy}E>t+YB2Px{ifXUBz!ByQcL?zKr=BwRM= z&Q0Os#(#GxJDQ6#8<_9qEnG}1J<&L~m5a2imzP>+axwCN=^kn)ee%A1h37{u61hLN z3p+@k+~tvI-c9BkCN-ntGx6UEUoI{peOAfhPDN%f7o1r09rFEL9Lu`8DVFrxpVKZM z93A39&xlhHFwDijPyVCbe~EYZmG5#J<)TY@>2tw29-KQPbT*0eP#|rXP%Xj3P^H6{ zWyFWI#VwZS6CZw}B)wCOcyQvBwslFwgFQQ&?@1B=l~eTHbXuMV<6ON9-xP=s7YfpaARcPhs($-; zipyK}m!&d2Q;K6dn{@jWl*#CG&17zh0Y0;tW4OpnQYO zPkoKHTP6>)9}VWl5^rjyD|6F`H%apH`ciK5@W)o`Xy*dreFJyrw&?H?U1j^NWicPQ zZiT_UdVI8-ZTvgSfRDA$zCU+a#zzcQkd(Wek1Fjo`s0lF2oE-2xyP7~@1swx8%+3U zEO+nM1s@$fK3lJu^1h2*+-O0qO>rFNo1rx8nRA;p3JMqk%af&AH#H$T1 z4wS>5cwynV-w(DDA6HJVdQ3cX=Z@p9y2PvJ1;*QE60cs5rcJWMtIxF?^n?+wPFmqs z_$`|c*$M0ZITNq0+S6`Tm&-?B+TS%=#H&9I&m4b_c=d%=qp+?bKC;S;4s5*7hg+6H zIZf^xYb4c_ngPOZvElIhp+86?H~DG?|eCQjE}s9&F_213(&0i%-&;y06YEG zOs6CTIP!h(b_;0%D$lfymQNO7TtLADO&I}BWH^6|lNG?^zc~L-asrrTkDs|{Ci%_` z%eg2D;K?sP?V~Kft==7eMjl#D6XLvD z)%eosLfCE|)mN1l;@zXD9cLAUFmIgX^+QPrkA4q1R}~?oK6DK}R~4e-tYhk;xk7yI z_BnQGo)D(qr{@gL7vey=_If96A$FCs_8jvSVkoEU0_Ug@+Z{|^Xa$h}l`~RR-d{NWln}GT5|`-*lei0H_gjYwQSCZk)jnJZ>+c)=5g`P-YxnCpQ9@kE zUd)P^PC;r`kGuB_3g=?ZyLir|km~xrCrFXP?S%s+ca$l-)v&qMqe3B1DDW~-qo8$O zS~6`eg>Kv1w?^kt5VXZ5dudY8k6ff8(5BE@5NJBpkHY(S>)}%Y6fXOWt5R7)LHgl` z&{zWsVOqZjhL%y7>oUvDAcTVav!nMj!YGU%?)RJ$L1Eh3^LI`~QBX)X^y`VCaB#zg z1m{=^g&Mkd{yR@0~so4qTv6cJ1Gcz{%Le}Q&{13uio+t1sypD_eFOoWVI}?Q|hA-e|P!b z=za==SInFS2PizVn7Y^N7vc2jc=dXi!mJmLW40p{Ce#=vJs+j8Piy}=qwyjfyl>i2 zC@#Vud4tBek|M-Ke9lgqD1z44^BX2i7QwJ)Ro~I6BFwwO+D=asL0;G5v!R>_5A3VX zos}1%`q%DFYy}aH-Tm)_X@Ll?Upp2aD->Z}<*Ykisv_w3g>6chBf_gS%BR0S5MgnD z-{SWgB2X`zUt5=paNPV|TWqBWIZfk6g-=AVa?yUVxLO3+NJpK7S`mgGyKWzTCW5L< zan^wb5qxK+^uGR21f}zr+iaUfNaMw4K7S>`VcDg1MjR2&rR2yI@kEHW4EEI!im>A6 zJmFQ52$=~cMlvmAUVM*~$TuS7G28!BI1klQqB*Nb<*FG zHEvi0$$%8)`R6(75usAgfx6Mr5+` zzGahW7|FOx=1rl|F>zej>}fP2L|&}K=``N>XAMn|r}0Q;>%@}^G|Fx2l)fp^5Z~vw z!Ci&MQjSYDrAk9x<3Dq&xin6Q2j!mjq0u*_vDHwM#*o!WdcHP|R`)vy|piv?epZPf(60ap@**{wv zN*>Mg{I}2u@Y^)A%YjDI?!8lXI?>1y`!tc~Oe0oHWAa8<8gGBho$+KB4WBb?3eXS@S<_JH6VP#K^o0YkvC2fUfm^jmEV17e2wwu?e(KE zdW!vl383*(o87bd1dWBS$A5ShM8hrKt#RdP8qo{RTq+Eqk$Y_WTJ>-;-jwxCDG@ZL zzRNe56ip-1s`hl~SsKQR8}IkW(qNVS__+T9jdx}XwBE$iIFuiD-tH0&e)iM3^+`0I zFRR=$*hZslap>!NSIPS+kv;RS(_q#nNnX7{V@uxh`BSsVIw};ch{&d4V&G`_D~Co} z%Th(3TpIi24!5=E)962(ne13dL&W{Op}C0gsI~h4{X=8*)H5}ur8GJhDPCUih{kQt zR|juYkp20lxK{27jUy_NBQZ~DxIdmau|k@GU_*i6$TJ#$m)ggFtS5P~LutR$e>Au= zt=j%;qMuwNj~b7@RUKnLMn{K-jFu z%6v`3KqtYxPK!bBu1gH30`_a4`0U}>;ivS%rS*3*}o zb}eTx&iJ*0U?l@<2hCJVV+QleI_FlKFqn2Rrf?Y;?COaz$~R^3r)t2)3#W*XaOF(^HJvf<2r29td*t?EC( zAZAdd*y9ib|M;QDg2N0#D!*l#A7ya(q^?tiKZEx=%Ze8rXJGfjb?k#KL+(i>a@z^7 zb(uADHkd)$sA+I?1+m30D}rIwtKtA&sn8`zK*gI)k1D z$5r1l2>0}3`R+FvI0o7+7u{lzd|-LI)g1-5xZ{J|8Ini4UGncSP~*N^ zqgKLTETc&?=>gfd4Z>*?%SfCky+6U_3=(|bfA~?!pzyNkmIA_S%QblLrkcT{z>7Kd zbqvn5{K{{5&fxMBy%)xf3^GFpM~h!D_+BcpN%JLx&82Y}X)FdsB@IK}{3|5ELxGH~P;I2u{N%%(QKjib)lJJ&Ywp9!6XP_?Y-oD~4gP>{G z?jHQbz}c&9r6%D`mQydePI$K|x!#;kcBi5nh`a9!uSjLhT~SlsHk7&)~CVM9^M!_!)ja&FQ?U%3{T#z~7l$+tl4rFF(m!kd=h z_mEa@frs^x=i6tuK#{Y*{HlE+a&YaRZOJT?YDH!PFXoyDIg9Axye0c87V7BXSW3(RpcFLT z`yQ#+?7Wh#8bJ&$h&#z&JH=qOyUuf&5VG!ji+!TP80^`+N97Nx*V3g8Z;nJUxZ|x| z+d=A8Ec|D?Yb?p9u3=|Bsn^5K-<5+c7;>MUllXHJ`Tf0V;~^VT56v#~J8Vh4SauxW zvxUKHkACeo2XfA>Er{FeM9vN2{Ej|n2Fy(#$@8uZPDEA8Eq5d5(8cwydiRjLC^K8X zl%X-@CUscs4UHGs6}9}g#0$)dAEdXF&%F!ATtCu?3BT}6rjzs?$=>e|yGh>-o!Fjm zhsKTOoZ-2oecGYqAXx24O0BK@&Lt6D57l7{~TF%Du# zUwd@pV;%7s`D24lXNk|)e6Ok9IFZKmnpY!#h|jF`Oz*ilm3YOHbAMLLl0N*;*6^hq z>C2Y6_UZx=N_76_XHz0%^zDe8%ZM=3HX%CwHSx^4_#s8&XJQ}!3?{V^AD!^DZaVR^ z-9ab6T>d0N{mhi&sN2NnGLj1A@`x9{NLpM#{Bv}FrJKz?5tcs4e(}3lgo^oU=L?B< zW<{@d@+c$Tm#gkvxiVnw{QS2)9Cvj|)Ey|-oTL{Lx&2?-%y+??KcuYQ{d zttE%My%j~+apb*jyRryjyvbosvx(=fl79C}jd->3dixFPdrPh?+qP|5QJ3GX6~= zN?oF){0{}U1tu$2{iBfMu6U((jKbo8KeO$`M6lViA@$P)5#n8To(Po^L9;M<*z_WW zNt-;CMF|wbJ&e8GFH^Xw-;?|?nSzgEOrsmQk9bzSnH9I_UY9|^ zqib@9^52>D^uBhHcgmv(OT?>Gu4LXZY~7thI68lPv{EJ<>*~F=;t9ukjrU_>grnO< zr!DaR9Jjg~z7|lpv-L=cJK-4E_&HTXI0_F99kwPMkF#!R)e?@9=NUzYgyZSL@%?#( zqyBeA`)tCoXoWB+v6_O|-C=<^;TXD?uOIlFLVoDv&z~D8>>M%Ly88u%;eXGM3!4c~ zo$=pIEW&F$l2F5;a3IVodIg_?%Ysq;G9iTs$1jU)XbKP7nm$jwLFU`L-PSsb@Ne}R z?~p^r`>A^)A)l;UmBokeE6ML-dNq$ENZc&dms91){k3|<8o4eZvU4Tqw7)`}h~$kG zX9=nhEZB|TY$!IrjDFf0*IZ=2|M;&0Hwsie}j(&_#XfO z0RR6Kmw7x?-yg;)m90&pWNQ&gQ6wrJ*;MbV;u^ZV=ly64`{J?A<1zMk`ZI`04eD<9a2ypwUcU-LV`|HC}hb)gd< zOD_qN13Gc-KT=neZYR{VHgEBH-+{TBX`AF_I`PcUIxb~NC%(V@k@snCC$>fpmYbw> z;OJ^8i}An?D3@IHei_#R59f6KEoL1!w#oW@sA>mt1HFeynjIi1tZ1Gm*#XnuGf02N z$I6!E%F1Rw7#@n0$aFq}X?w3QviTSg+iY>bj}QHBiTcd}eCRmcF_;bJLsL=jdhj+r z&NvKtMl9iD*}9$fXQcUX43VK&tPs3UeMK}e$-{HAJp8iS8~(V2hd!g-8Y1O9 zcrR=CoF2tP(1Mh#t#LeTIy3Bw%RGFUpR-i#3J?44)X47Lz{A{t6Nk1h5InD-IiV@Z z!*FRwS65d%B!=WReduq;zMRx)t%L0tqA#U8ooL4`X5#*;bM1J$aLRA!ITzVF+g~3a z^EQfTGf+{n$v16r+wHM+F8qv z+0I6apIYsDLpC%dty;H{S$HBde8i=mg*Ef$CHXhAa7fkfWB`K&9KQRgJB)<`zV7by zXcic(prscrSqRY)U1WKb1;q`!MKU>UxUO~i*!j*j>~a#V?!Mm!bxYk`&y+Sy7p`*p zktv%I?fcEd#v<$2f%Qye<(W(rHZk$(rp}{IIum;GT2DmTOms-Z-z|$~!f~$g zDdGD}JocCR>6pyK4RdL;6j>%j7gG323QYKgJw35-kO8yY6SZZ-3@qX;m$M&Z!0Fb~ zV~tN3Fx?WO6<)=FsJ*A<={g3g{u!A6ikggZjj4fFH0Ce*mvg=qkL<;DnlxG=GrKd(Tc;J_i{89T`9sGZ z&p*Vfd99$VmK*&SL&p=bI&Z5JbSUY5y6(Gw4q0fkZ;A|HNvWx9lhi65^QhJB&p zc&4vLU=kHezWElb-KHXV`q9brm#FZ6-}b=bV>2>Dl50d=n<0E?o&Bs+GxCr5`oEcO z!rgUoF}&F(X+-k&MS7+C z8nJoj>~X#C1o{THo68*|@Q|-LcuAgs+T(MjxYdBanhudq`=24}>a4y=-ZO}pb)Vlo z{~3Ht-DWIZ>Os-sSghJy5Ajd_I}XP`h0G1Ly}PIDAWC#k_|(-wYP#QTsiJ_HQ##*U zDNxSxjEV@MpfYy7ec&z%)b++1+!JcBwM@mZZo&6%W?~{?Uk@;GFI~hUyu{HLBbU92EKPbI$FGtRbfiMeS!SfEsO@syYh6gS_cYjrm80{5?71T+`vqL0Q#PzsiQ-ccbv<2`u>T(XreiG$UJGCHggi;;Z#Z|iZb=n>XdIFa zx2-}@SX+c$j^MgMLebhlp!2uKXmda{){p(X{nm{P|8WKFff6#Bwf|kYY*2#(c{coN zRteoLSJKT&nq@64!N;BjiSS3v>Q?Wu` zP$7E9 zjz3AEBI8o(JquwPjvV)h`$3~(lyh2i;{_VtP4jz_gJ~Gkbm^j&(2#dzue{0t4Gz9f zyDJr1z}Rje(tn`^Hs|-x&!}xdi>_>bs5Bi6s%6lSDjh$PMk{X^(&4V9Jq+EUei2;u_ zAH(;&XJGUDV^vSn1b!P?`H8E;MADB-0XFvpKJLxXrl~OD`cOXqTqqM4mx%XVm1n}n zPrX-O;In>W4qau60w3R{dA=ZC;O{%N_4aLN!nu$C;|sw=&iw07e7%_n**bUii_sVzTA|bTu4sq$K?LyLb2@HrOc~b zENYb-P50%3E%uG^&|gq*r~NZ2n2TJsv9n3xT-?ptJ0c{+MS9^QlY)3I#v13et`_Iw z^qlk0_ble(wPw3)fV7~lq(`n}B^SrTGu5Fa76t23_%EqKkrMEeojhkVb(vG$qBI>uZxEo z_g&-Y=Ar(C4%OoY52^DK?@)UM?-|<~xZyPqp9*ZZqzv#N`@mb{iZ36btW1lbcRU=M z|As&Po`)i{$Wv}3Jg`{d<3nSD`kv4jn{ggyWI}gyCwS=17M3;@LlyF^RTX< z$5d;EhmE_+`wM>Y5cj-XNO6{jwpy2_gnvBfif4!~n!`uduadAkB7AIp@0RRWFUZTg zB4wr;c#uB4x#?n)puYP_>mXII{^nKQ)^r|5!rzLr89e+{U729a669fezj6(ShnzTS zsRoaSsU^Gju~zawul7~AiP5P`75A)8gUy|C`j-b7) zY1NK)1PIfqPmi}lZ~w1IUDtMun|*c34r~WoDByNX02h09r<|xrlhEOcdvI$*p_N#N3w7b1&_g@ZmPiX*tJ4b2#m4xib?F zmK4;ax-nroUHI}HBG2g8JIEkIP;%@zzVIHMgG$%SdZ;`dh*Jve&0v8)3p_#J11iIuof8PV-^}=g`=R zb$hZ?8F=%mb?#3=|8SAKGJ5bR1CF_QasKld$R#T3&I|g7^}+Iyth83#n+-g1UT_Zc zY?lSc-D}0F!DnK_Xhrb+4c`7YTT$dbU;fM_9iE5v8-CliLh`fF7B@k^(7bkUQ9>yl zQHw+_o3sn=%lp$`$I@|^w`x1TVS@0y0&?!1!`k9rzougMwf}6G;cwB zLE#5&*%tIBv{;{gO+!7UrANtvhR^D}z~}`u9BTc=xV@Z)Wxa=@uCJznIr!wd>PsqG z{1?gl8&a|9p!wD}d#Moicit&_n2Ia)>It!;RG8NZMW!}3Bkb-s)=OqHI68wpm$x=! z#a)}jhM$@+Yr-G-{JjY^9~uVy%A1gpskPs~t_d6DeB7VVny{>8_B?+}6J9TM-Qh9b zh__wEx#W^Y{MhZT#vwOC{{C6<6Kaikx9OWQLL{&9bb>cU(-~n(t7B87`GVF zu18lATai@z6ml)sly#rfLGR#6^NyxEI1+15HFVa&WJgJBmsK4yex}9CJJ#WV?jG5W zW3@0`SR8ioTrEUz2|e5PmIC8OlSi+`227Rp4oXw zOWmr$QLoKDDiJl<8C$w)o1m{DuNkb;%dUa?O7BBiYibZ1I=MGEkBop%y$gPnk+J-D zkc-QsYAhml%xG6tL+p6~wW6UK%lTb=S>tL*zB_zLyt5jL(>u3l9IHl7!Mh~6)74OJ zv3)A+QVpd!g=X))s&T4KrYyD$HYj+$N<}1@y#wRPU(5TvMaK4UHuHp(W-lV3A;>t+CkrFbU^2 zk{!%Xl5o2=EBmMu3C_h2E<1XWps}Jy_RFnw{s>r;wviE+jev89l6|1~U4eI!$;`b;Q6_VQz*y*%Y>KxEWmy}iFh%& zLWq>MZD-maJDC%)-?^SJnlkEExU$o3i|K8f+%?3`~sDF_Y}M`U5o;A4}3g_gXx}p_pQi z?_x<%3p2^*q$HsH#C^#H-xCm9TX^7l^aBK}&py)c9EZlLoqsyo;}CFKe^1zzXz>2q zZli1)hS;B;PgR;iutX;Bw~BfY0yc9?Mh^NQ>y=}zl+qO_yS#R{E4~V$yxh(aWkU$9 zk{*5n3kaF7n50w~5k}IlK9NmbiNOy|3ZL4eEqCk=p}e5fTYhmAVZ?raqvB=^@liU-Nh9q(A$mc3 zDT{bO_^3+$N$N`=JW8q(%tMojB{K(tQxa2%8UN&pH+c_zvqGNsOdT z$({_ZBo^(8{u;TOM3h9{=(cqx5oc`PIY-!#2v5%=BXXG}VwG3fmjgSih~0|$vj%}x zg!KAS>231Wgj&K0%D|awLUY!|u%xh>@OHDM))|ut)eNEFE^RUqbvjx3%z85M+Gtpm z(MTrZd%mTsSCNULn~9sw9;hLNSXYjOnbZ)E+H|+Qi>M*ibTw+*@oNa9?1g^fmncNh zrXs@6fkIsSCw_UOHHG-=)Nw&4f zQV2_xB_y>53L$?_F8fFog*d3kIp<$YAzY6r>Xv5-xVSxjJdr}k{Cn}rIGRF~CZzC5 z!4%@T=moP}H41St+F#03NiZ(T^opm|5SgQT%)X~JgzeC+%uA#i;;IU#t9E`3u~b5J zmiw1Xta;$v6O>0LlF6nc66s`Oaa`Dw5fd_@-RUC9*-0i68Mp7BiK!;GF^=sD39BYH zaF5rl-&9R>F&1}wuCFHg5|--yU{w(#)B_n)@>Rqk>0$ZHGF8ME&74mcpOT2c4L9xf zJCKNq`ttWXY)M4YeX@y<6^U5nxoc-dUL~RHWbt;7MJ4ekDK=DLPbE>(!kBGJtRP$& z3!L8@R1gMg2HozvDu^NmI^2iLiH;o?^VIapiSVtPx*S@{2;S}^)f)0;gsbrK5Gh(I zF*AAf!Fh#J!h`%}wY1M;!a3x9nf>Y#B6+rbg^7PL!Cn@X+ST`n`16(26c}DaNTT?tD$_q*AcS)DgX;D>5CPjPz2;Op!03dX!u4b)1pGKTZ+_rq7|ru(8M5_- z(H12aBZW{n&`j^WVckKjU#CfsYdEwV+)B;dV&U=KvS+Sl9Q3MMb{n5dz@c5aDZ9CQcz^k%`-EyOWag*%FIZTIony1hEbZ!GC-(N@?~*!9s9zp%OnZu^ zA4U~1U!P*aPVxe2Z#}wW3>LfL8T725J#kNb2HF|fDZ5Y4a7&_ZqwjD7+_L(e7V8lx z*}jyWHrN2s;qWe1!$v3>Ik??D+lXJEo7buea^b+5Z7XYjHKH8Lp>=Uv0+w9OWeMTg`}Cbyg%Wpc!}K_Nlw|He=rI+*or> zD&#vNKGXcESawX^JK2c}tNmBo#LTHU=%1vtXn_t@oR%ckf-z>SM&$!R zjut-e*L$M{2163edyy^h+3KP^TF`<_%`0@8F&*aQ){28(bgc2V8~G;4`5rfiR^(r! z<9ELs@^o8KS>bd1VQ4G5BAkuS+PC8Fwjv?>>Q-zGQJENuVn9Km;OqBG4BTCwnl{a3 zK>Df|yIqZm7x%Y3U$KCRnlAyvf8R0?e?I7?WHS?L5x!UEDz#zPSA$X+zcx^XB+pn{ zwPEIzx!+NJ7M@(|9hs0~A;a0xUQUP&{XIjQ60KN>rEGt!(Pt8gNVA@p{qDJBr^4S_i7F%E@+0lTg*m-n#YvuayC>R}q*0G=beKQ-w(amy0+HCZN9I@o+v2mvGh9kv* z4US&Vfm{JoEL9A@LU{?wE0)@+EkD@#b)v9ZQc>nr~> z8zd_q@nASva-*n$} z9)wd3_5aJ_Vf}&AdluyKFe&#|nw-yrkmbb9Lq$AfIc2`=E#^U1y+PQnln3W+-9^vK zc$l~6MwMkH59_>|GHF#jaA>P!ch>MQP04nwsO8~*00030{}h*bJXQbm$E|4*LZT@8 z3Q3YA^{HNoLLstNlt_t^N+nxDN+nXszOUKWYd_ZOUR~Tx_7Yjzq>{AA@BIFn$NQX_ z_jx~O=DcTyw#gt(xt590oj;ig^-SnWoUeR*or&7G@i3vAOlXw7*YfjW;><*T%Qrt# z)*dl)31C9dOL1T*kcqP&?l@W8VM31g>Sx+rCTP79H}~FWLPbVdrtBdT8$4e(tA;ai zEiE`I^Dz?@Z|;?8K4pUUgJ;=T6ltHf_`9+h6YK8holUo3V&RYe#~vFdwiHC-mmL$~ z5kj-y(z?LOs}Za!>B5c1L;u>ex)8)ZMDQ4P;n<@M8RGU`a9MM0hG)DJJ(sKY-<$7* zzDT>8_rDIfiH*=5r8?23X7NQUy#vOrrnYygJCG>BYPB`!z!>-0vDe2*y;tXU9(7=V zxB7T9)q{b@IR|Q9-C`hT#eM4GB@7Ioxo^Enih*qXr=<%D3?#%y&Clh$#4_WdLYK0a zaC`jUW{;Y7M0keni*0EKgZJM3Z5{2HXukA1*Qy;e&)LiE?Au|xgCDOvCU${-X>i>U2NPX=@8aQS$<504&%Q4&?7n89;W20ksK0VqqeOiIaCrqefq0L z$2qenC*N(Q!y#x{dwMMme3#E3d(=onp6;U2WRinh$Xs|pa$GgNlHh%a4%>F|iC~h$ z;~>|2j^yw*x%$@OEe+L=;(Skipg}IplGCt=hE?)y?Q*g-IN-S4C2AWMc_sdo`PByh z%m2HQ!e|4b6CSeY6%`!A)fKXKZ8&1x7U@+;MX}4d;?IlPa78VF^5kY4o=_@I7b~^F zXC*H-`tuQ<7y>oO;EBcS5POENh#pZ#>wkA_8=+n4s-ksfodzYk+b%?g0 zBQ`0^gVv0~e48N-s~Ja(ETWtHoAL3{`Qx`on-QY#@pnU9GhQx#C9KKcjNk{Vmmu7X z!~d&#G{PykPmH* zIN_EzzVS{YZtG6yZHs7xVifyV25%#N_r7WxqXAJuyt7Nf8j#dCto4?! z0kVbOl}|()ApD~+BsPtJseQzwt~vrfZnTTxdIa<@yYP)^*JE|XYHOGJIy|d4cDUA4 zhjxXcUYdO!QYlB1Ei7tL0e-&0-Ws@bJ}IbtszIXG=Z%x|HK?0Evm^a$HCDC=`7wBE z;IA@pv*LC&I;lSAB*UvQdbnn#zGyY(K8pSdT2l=#l|R0xm8&72=KF1IO%=>OIE8B| zS7Dc2bZSRdC8X)gnyO1GG2Z1Y6I53TLtjY;HCiR&^e@$o8CJs6XpjDJi%JOWE0U?O zuf$~St_>#E6kOt8BIoTu!RWgUVozKtV6GQwjq{|yq(AvYv_A#HcOTdl^H9K(H(Z*$ zl!Bo%5`AHk6a@Vh(eqhL!Q#u_=58t!SaN9As<{<-1m^86pO9Ew(3?rt3@hqQ*F;pMS%baD?_H+(6F#ke2O`rqY{x41WI zbc>W$+_JvVazyZziv~U|$CH~b`Vp(kar>I!c#m8e%pP?wsZ=S0Wb<9YjBRDO_ep(K z^4>BO{oHbzMJ>hisY1tLE#lzNw7`fTua zqmUA8Y0MrtyrKlO=pc5sYzf+At;V{QOW?NWb^B;ZF;*~Um*>_M!;{~m{2;9uAMbwB zPvREgtEbzJh1W$OGJ+b+-WP!-mP|?fUW8+t_l(TU7h##*in|-{7h$Zv#J=un5wxt6 z(#I8w(6nmJ8OhB>I9yU2(5O>{fAcv!{ZR$*e!Xeima2S2XE3&8cjv=9Wy=^qOWUHL3^I#7cy z0Z;L)|EQxQczA}x>y&2e1A;h=ju=NmzIWF3?v*RVu!_R|)7!5R4MUdKVh#in0jJb* z`-u=D+4+lRm*xXvT2{;6;^9N0C~)I7alS~xj8?JcR(>QQee0l>lYJBsG0w}94v8k1 z>vP;SOP&+=q_rn3`(ub+D{22Bo_Jzz?!=NU2}uOw<+{)JVp9m09bc*Mexwi&b*m)I zo70Fv;ccbq8`2524Z=3&KQai(?DUA4oD4$o&E6x0D>Df#97@^3851tI<)3|36ZqvcT{LW3GpuTqbm1cDe+b6xbd0)N(qJh(a4*DrNro|njC4b zQex@9N!@&+l<0iYt=dptO0)=%TpY_SCHA>|R}@VxC5)z0ZFfeO61vH{n?<&k5tGYL z^p*sd68{z=uWj}r-_s*n|6VR7Ua6a;#;+DxR-&{g%G^Trjlyla@ zGhr6Fgi6Sy#=^fGVt2~JS1C3*gcl{fUa2IT&`+kNxv$AlrbcDJ(YOp>mk{)o6LtfuHFryWI|=+7F9qx zi7=}=7$JHjj;MUfIH7eumY`+E2DoKL5%T68QIETx5z;~yt8R&t`KML=o5$oap|euC zZtc?u!h@glA$Ty97`}Yd)G+HFA-4MIltI{SBEsydPEuw7F>D>VC+*o)B4B%(%ezgs z1dr>0{pu1+g6Flhht|(i;EB7Po*Z})@+z$&u6;gWR>!I&h6E$x*KC17elW}=yPh8F z4@SVuyy&*v2asRkH?++1G45#`-Sz&%Q&h%J&Pi{3hUuc&PdeYDF&!#Ecd?2=#9EVG zQ921&{BPpWi<|_w7!_^KSe*!!pT~LwmZU)V-p}U=dsE2oy!Uy$I}Q74H{UqymWII= zy^o(iB)oqAel!-rhFu2}qcpL{O% zmv7i{cYhufOD1w2IOl`W8y5WMUIC;Y-@baqx(Mf}SB@B*FM`PL$3xEKJ<4ap>)H6E z7)0Ns^{LGzFqNu}7Ccx&+Wp;=?_P?(iqX@0(q$kl0_<~WWfFm|mKT{L(D9kE z;50$NGko2Z{+$hYJN8gZ>RxPAYFMtoQG z9r5;Rgw34ac*pT3T$XVDwOo(vhjjK8cq%sIH}Az(387|eF|_uM{I3}XEAmdUS2ZI@ z_hUlLw`R=T;`5na+k$vi_p>JrTcF<*B+9$01!upNeee0yf)u~f{(WMtXzxh!%nfVB zYKFU@R8$6@(@@^jhA6*M?`+F9 zGzIII4#>7aYGuG8=3*L73+OE#+Cqb*WklAD1r6b!V;dtxY4|M5o0}6(!y3$*Z_K2D zX)!e)dY6vxf)9vba=sXnS-G`3l@2v=9XCTgIz;ae_*wA2#J9#3MsMkKR9#YTpCsoX zH@8r>5INrjZXXPry!sMqjtrGkS}!4*|BRbB`VzMUE-J6AcnOOc?&+wT3@qBgU!`-L zf$J{Zi$BX5xb^dmxLy(igEAf6(tI7b_w$30=@$l;Im<@4baueCwBakFxS4>iADM$#yKau5Z?N$GQz{{C44$-*SNs<{3*Fsv8@=BP-8; zBjr?hE#>t*8`kxQZI>^wQLz3ZE1ib}gX+rUa6S$$FL=&Z2yoE1twLgv5C^6nG}Q}B zIPkYCbQoI3!SV@Jx1%B)Xb-l}wuy0IcTrMsuLK7<+kRV6R&ub2_41L9GzZ2Kcc!ST zIiU0otDKeNK!UESEG5rD>GjPOto0oHJ-zg%%~LkU;{xw4f6m5krA-p$F>I)bBwjI& zXTwmgYTc_uHZ14PSXrmA5%$0D{H!!Ku76rRZkWl&a^9d|BAboM$>VX`bJ>X0ukp#v zC;8kI4HSyl_#}6zN`mBd4e<8~y~u{P?vJoQ3aPhI#%QjJ^jmIn)(1~EG{3JtvKVj;D-OaALL3%jnV=A8Y`g7u*1>cJl@#GX0iY(B?=uysH%^*0Nyp;aFLk$D#y zdRDAxfrVS<^9qW5Y=mmBmv}C~Mxe7)sgMvGwh;y8SC_EC_|dbvXBo-6d&kR7B5b7o zn*ViPjE%3mVtPZx*+}lW5EUZHhWLo-!_!h^oOD8?bI5oKG0U19GT6vl`bj`Gi;e0? ztI}~Yt}EZq=Tl#>QRJlZwKk6p??xBnwgNUzCZ81+HX_utM}zexYw+;>FqFB^3~ zH2>52N9McuzHnDEpKGPVJf4&Jd_2w3zKYCem+1{QCZ-(xCOY#Em~kN2YX4u{QZld0 zTJ_i#Wd8Rq@SL*ZAT^=Oh;Gfn>MMLdWo z%iYDkaG>v;F5fXtuDhiUXMf{hAe5F9H^V_tpILA6EC-DleI80u_0UURh1zZ%%}GSOrCLZK+w^w%b1IJYxm4XQ!ZkDyi;En$Hl36*M#ACE`mir zuD+MZCF8fEKqi?BXZM~e{+-?E^t_U@E{zL~1iOO#bkc6_vRBQXZb)sL^1O>~xE*M0 z@zw1{9&6xhj9xcV=8zSlG@Hx_rWtuJe zU(LH=e@B~r*0LMs<^}_U*4?=B5TlmIx^YKwQj&F|8#Z_KqAX5!Bh+_C(U3zo#@kXP zE;)6B(a(-Z>g1xk?w+;|i;H9EF4^wZjqSsmm(VYE!}8<~=jmQ9{wecV-x%N`PkHD5 zxgjq0o7jbU4s&74sO5ehA^joCcfom#i=%=@TL&k&sO;-aJNki(?UzhM>7Tgxe5E)a zUr6p=*Yb+5Tm-JzW2!#GMHl<^mCRW#>}UKd;|sWmDtPljvX~3S>|;I;OSwpY=m7o- zF5cv3Sl_JV;*L!D;xE-)h$HIxnK~{;V^#jwPjE4yej(#X6Bpn4d3ah|xUk%KUSwAr z7r!>0Ei0gt@hN{kww}SorS%`OqDbCcg`*NnNnYQ;GiH7qE?!RCJ)7?4Vm9f*x-%qi zOa*&GZ$B5IniQ%r$(!oAd#3RX7rY0yUfDtN+8^tm&wIzkbC0K$>q%betR?+1@40Yd zr-iH}dDDhP{Ntv$SWy_$cO#37+Xs$?tH0o47wc=aXg(LJg4O&gMO+Net$KT#Jxgd` z*h<#HZELPXA1CiMwUjy&VX{ufYhQ~j{K>-0(pigrf5`PitIo=Qq&(;`TO7bbx_Za) z@gNpxZ|dKC3t^!pW{lBG*4@qraxx5K7A&WazQ1;agNXA8-g?7FBkN#?q`lnTFpKfE}@UBw{R#i+`^HW17Ynbr#H3{~t zXCl^cLH$<)6K87%`ffCn{f5ot)o-m#=&w*LaiuYlEw`=aZ95Yx^5NTUJD8Xm%DUd! z#e_m`M2gds zOi7NZozqKONRG8LyQFrK9EpKd0EB00WYQm>wkVPfA*&B|MS zOsrpJvwdcO2?47D%K6t!+!xF?cr(nzgtJbs)hOw|{lYugV@ycDJ-WeRk_pq;e_LVsv?;uiB=as9eZ zu>O2<`FOVz58U6E_CD^!np^#2#hec8b(9u+^{fM#F28H!T{_To{E%CQK?kH?uRJcZ zwFBadCo_c=I-q(;BTM5(2UttR#R3;~KrQHCo}X0*#)qQLh50d{)OGf7WhDdmG;g{b zP-DPBsih#?h=JZO-*f1HUgC+NnseveOXvj6i3?7=#2METM_G@TaM~z6+4ZFz@ny>9 zk0oEiSO?znciJH#{h;*4!FHUI*$WAQc2Mg38)wAZF*V|8-*=r3`>|*8hi}u7Co?`a ztxboiQH;}C(2?pR-}~Y_4O#k(`i9>$Xa(FlyvUx0*m%u5X-+gudAO8sbfrO;*zS?* zL4&iZlH`jGH2k@_bnLJi4T^E+;=jLb!!8qXS=MA5LOWM@Etrz>XiELbMQtejlQQ^p zc^mB3-Ix3%*@ntgqXQSnxnzrl+MOOQ6`Q04TH6Mx=)P?2S8G7dF+q(oJI$!D3Q|1E zw~UGa_10TLl2q(FqOgO~)e4{9*|~#gMc`?h$S%WH&^-vPwToJzMcZ?eD%uKzW9PqK zmT5(*z^_7$o)(BsU0tVos0EGRZ`F=1Zh^T>OTLnL3-&)9w|T>ChL?1-Ms8m-Y%cHq zNtia{`S>P{6*kQ{pfUMb7|C+(wLOCN8xuZiHI< zO*12pM%b?Sd7HRKKL4T9y3VH&x|u?b8+VcV=B63$Xhch2s%D;kBRtJ!b>A5^LS*E3 zPh@ig>REEXn`jL<`#W;zOGg8?dP+_8g*BjJ)X9kNNduPn{bOv5Zh(4tnUi@!1A5Ke zd~c>U;G*cV6BI{sePOTI>vIjT6}&sfbFl%L>1$KM*aTkJE0vTD5=f|~rqjj=@HD

?d(sI^45&M= zDj+ai`1bQx3W06LsY21a2rR73UvfjAK<#W9j++vAv1vq1&z8XQ&k6pTjszb5mB>`N zKw!fM0V3r*IlrHYHcz=)k8eJ!uBZCdBb&12YTDg;Y;#gJOnY39mlJ8xDRK2UC>7Ia zDqjz6J&&M6s`c0v+Ld=es~$ancN~tWs>7>4s>dES*FjVIpxFJ6I_zIJz2$yS9fCBH zHiW&cLuKb1M&!pj+#TE$B{o$HAGY@=>A6~T1Xc(s@YSId{r)P#b*NimoNV!=7W^?! zDo-TT;vu{I!P%@@oSm0Dd%d_8=dM>~hSk&}vv}pYg4SC6*}X3EnMo}|qE~3pY-*uQ zIije0ssnZGgAcYjml!K*@T!CF^`A90 zpg!kv)s$)=`R29n^`dI{U0M6SxVjqJZTGxpTdHyFXzhI^Ru#HbK3~e{tA+vl{>7QG zDwy>+tiL{8h3qX!|2V!?82bHj((i5+f|qz(?~bg3$RS5J=XF&``gxaPs9J?6HrsCJ z_A2z9{;q!aU?pN{F((4eE3w+fYwr3m1sA@WdAWV0K=`!4gA=n9n7R~KcHW_&;@aeF zT?B>9$0}Ay90k^E)mWCr6)+GwXyI5}fv{KA+Cgm<$R3^h-eX&VMM7bD>SrntQ9Cea zFk6mDn+w!&-U^&OS03jrTaM1oZ9m*q%JHf_*)LM79Hy%%Q)2WovM&<<8`E8enK9#~ zJZ@#!H@wHR{(dP!Jh)Z8&r9Lx(2~3+qZF|c(`s3}OW}WIQ5l0<0%`5-t!GC{&?1(m z)wHMtwYP3uzaUwHhXW=zg{&V^K16@xMArWop1gm*HPXu4knuKSy` zwhcvSiBEh))hxnXwCBam@r5XJl8F+iD8xI_7pfbD3s7k|EM=%v06SgZp3M&V@QBjm zy%d)RtuLDk7b@})KS8n2lgb76##`AnTDkCg`1WG$wHMHN{r!7sRSp_Ho_BpXkb?{U z6H=x|+0eMSvPtAw79<1Z-ONWbQDz-(-n%Rdw(*WD>kHFiSn&8^S6@0j)h7D9kEOw* zX<~R;VJh;R)}9RzNQJRJS8RS$D$Kl<7I+Ji@qYjS0RR6KS9v_t?-So76kSrO6pA9n zhEQnaOzxw|9dgSNC8gFCxkc{#zLQwDXWe$~<(A|tN~k2Ml;ZdK{WY)WnceqiW}cb% z%uw&iHqo}^K)B;es(Zlt0W^XqYUT z$P$f%Jt0D7uAyOoSCgE(!yXQJuFo%2?}UQB2F>N|N+?Xv<2f9I`~las7&LbO0ZcQe z<&K-)g`8Uj&vRtGU|NN+ZOaL7!0}9t%s!F;+!_8i*+(w{F5`?tTfQd335Qp@geW6i z8zuaHfeW(9JJ~pC;*D^(an(y6UP$29=Dv@vchR(MV}NrO0ZorQ^e^WQMsfShCDPJ@ z5NRan@;YZIBD|FmwX%soancn_hO{WOY-5o8pIHxO6wAy%crv|8j1tEJbnM9B$*OrHHq!KRQ#a3`yT0 zWMm&KLr(MCbW*pLA$wBnMQUOhGTs~Yy_-;m{F(*EhU&@@?|{MXx!iKZvp4?m_Ly>H z|1(TM!M_~w2{#u!bSOs(H@n83|13vqvv(dUJgGo7ySdrr80Cm??qE=4b2$o+4>%&D zRe^9}FX@tr<*4t~wfwgyDv*NE$B*asRG^lN^3@VIFudcR2j9$>BR|4zopU4Q$kZ+6 z*OT^gwEA~DIdn%k67py*mP{*0lPuBX@F(SnDZR_|Kkss6Tx4G$V_lA_>rGF_YLz2= zn)#Cj*>WVe>uJ8aP&v|0Uy3Q-Q;rf3zr45eUm3F4=M;H=p$wTuiO)WlEJOMqi%j?O zm!UI1?1rCnmZ6NuvdcnirO4hfA))nsDca+?9A`UFiW+)m{Pwk#B0h~ZQyhCKnszbU z(eu3oMcEleJew{-_|n%=wzLxT@DjsY#H$!_ou>N!v@AxZJNxwd6R`IvcsCO!Ta0)d z3*@wgijmJ#$B5lne#q6)hljBIsNkc@r!N*EC!5I|Vv%Xeker4i#VQ|!9rvq67+ZTP$8;~f1SX=UWoMB7M_U~=cB(DV%bh4 z<|D3UkmCx>M;uSztk1aTBh|UGpT%bR$jz^~$5JC75sq^ZC!+F@LbiEJ!2LW_JE}xK z>X3(wyWFjjVIC4-U7T}(Jk$_cmdkr44}Dg+wPTz&5Bcprow9C;)mixl^YztSv`RC= zcgf}=UhcnT9mUybPkK0aQD8Qbo+Ir~*vLWEjvx7z&S#_fPj3%?*p-d+z4bbr=CjaR ziv1-@dlu^JC{nAxl8KbGJ8-5W-bPKmm$I0?eCB@jo(wd9^u>x(QW~1?Y9&N@q#?X(S9;%-G&CJ@_A>u* z>>epc#jdBKk4fS1Q7zXb z)JM*2{7)6rKcvmxKbC|{)vu&9f9 zWBgY#8(bn4kJgl>RM~dLBU5wX%OUe|h~R!8o4+#-t&N3#9L|hGdy36&oxc==mOsp2 zpZy+<2)=LkCYDB{X*od)wz3GMUlMf5(mDd+)-=-%cp}iA2FI+fzNbhj!s`rEDpM}e(Kx9*O zPG?JIAi^IBx|FFKhzJh~w`t%4(e!ijUiKOSvWZG@es4!WIp;PU8fyI!j)2><%Il8^ zc*{dJ0r!#3v#Epc-}#|wp&ib)>V7E4!7AgX1lDKPWSF4|UdU$GjRwbGo(Px7GQ@7~ ziAdF4>yr;X5TQY>LQmy3Qi}DNCTw>{IEU{?!x*lJ)MiiceeQw?9)5HSb7zEGInpOa z$0Hp5c9r=@2c+~?FF3pM7EwyF?;NPh`$-c?2%Dd<-KwP2y^sttyXiusS3Rfm9zrV6i3v8kqzL8_mneYZURnC z*ZBq+vxn2@Eg!2rD7`)&Jag$5;1&cQzTIX51hbk1*9RC5<*_&GH_Wd*c{iei6)4@A zueo{~^XpnnheaudsUVR z+>@Vagb2cpW`jZoND0@xgZ;QIB2~TBcK?9AQ}}`8Oap5)Jr#Ji?FW`G>12sW6ECD> zsGjWIh~-TbL-pq_mc)6GXHhb(L!(HVdUyEZrg7kO%+cZcIL8Q^P8(!KWNGZQaG3p=od!<)0SyjP^8BJ@?vkpf3 zna=Fmm7xe%l)6LQDio2pw&ZNt9g6md{nfDe{uC`QY%ot3JViF9**Ml~PZ1uklF*+K ziEs=Gvs)(;dG2qwXKX|uyr$6S_b(!l%^`;&mYWf1`Bcowlib*RS7cAQWEzF=cb*M8 zZjVAtlRhCUk2oa2N8d(rjYQK+g8P>FA`vrk#$9J67TGvxNM(<*HLLR+v3o2SYONj)>wqw z8zSX;I~I#eeO7E-6w)^@&sQCYK?1&Hx9Ol5l%tGSekqONkq)~?n?xd;pj;lM)M%tM zS%2X}O9Ub@{NQK^nl{;FaT*Lp zdv45*utEC`4osMFv4!yhRv|5;X!!QS_+t|2@1KFT?AKBZU= zsNfHo~9BodZg_%D7*j|9?S5O0Qa4CLsU`Nssu!1Vd8 z?pe1IpyX2}QN*K`aKb@{5f~@K~FMNy9H$Yl23&`#SgeneQbXb zG4Pb8qya~eH0!hSOdu(`wpn&%f=!9uwMNx!kdq5NDr21u98D1-A3bwG;OOCtw;tsH zeyV$h9+?Bi1Jg!+EO}5N7t9&3I}cR#uDMSR?Ojr9OA+|QcXevWmq5zUC&vQy5|Dm;@!K3{ zDcFCNx}$lZ6hywQ&)@_~!7W*OHqE>oI7-Ke8FuBMK$vc@JyikH`ZP=FvlZ}n2x=w2 zRseqGE)MTe1w2Pvsh0Q`z*XUUi-Jj#V(AO=*B9U^IZ<3*Ukyy+>8kz%FM+45-7DAk zC9pYWb|rhigaY|?YNcciIHjjlcZ%1*{69gdgs(NgHp`J%_3{;*?%!J&S@{auM!oP3 zUbSHC@z;IMy%x$Iy^v**t^)^-9_z%UI=J|%qu^;`9q<*|$h)o8!H#^%Zk0|VvnmYBc9&#ni*pqlD{A77ef>@m6-zyaAMBJc{c(8i3wiWuhY52;=>W z$J^E#;iUYg*XB;P~~duR6DZzpakygV8py+4^0}4+_-e}s-0T32JjZy`u?{Hg%Wir!-T~yx31uogoxph`D_VVj zCs^F%ek*;T6W-D53I7Z_Axu?t%#Pd%XyU7ZB&8Fqiim^FY+aCz+kr1u>4Im2L+4(r zc7dS3UC8^kE^r?{9GOAtg0G*fYPC1JVEDt{$oMVYF#NV&Y}@5-P$rM?H>z|4aocXc z=jz>{WuG7iUEOf}jpuQL-frj)K*f#N~9*C{c$`0Mt1Kh96vTO8uKyu-o z(QCsV_%!zT19Pwk67NMtd>!e50&2h?uGc-l8!EnrJJJiw>zVSWj`c#6mR5(EU@ye@ zJYPa~z3~1)End{I7aVS%1?oaC2#i_t#(n99`+L5&g?;OVh{AJ|Md$nA`j!0}e=qbw zbpV&Y@1;K2d+`)yyGkGAktj5bdtv<$=c|IKK1g8|i?)vM1Jit-Nxq~$aFO}fH=fo9 zgAHGP$7c6|tv*{B6!gJ)Svl6Z672sq&-TuUli`44P^hmI8Il9fW^9oo!+Ab8;cx{q z#&2m1u^=*RH-Dy9_Jj;^BwY)kNbJ6D=V(eS8HQuyP1q92kSdif>6SulfN!W0=u zn$=qqXUK5ffOO#N92ty?{K|PeC{PqHIQsYw1tz}bX0F|%fYZdU#m5gRz)MO)Jb@Gt z>1_K_8%lu{FScDoDg}bpdS2KMP$13ro$-ND3j7kV)$N<00C8nMuit+ZsFLx}=s(#H z4FZQQdy4ggiu2vLo%nuOb69zuC*2Q4Gy}177y3czyS7%dVn4|K8hQ7muOFPc{_q^2 z^@BgxoxrMren@K888sa3hldL9|89NL4{|?f?(P5e1B)Ra@#*`1n0qe1_Tvl{#5`W_ zp`W9|9<8GX%Vnq#GNx%9DUaRvd0DtCQQ;!{z=ob06^!%w1tqUi!IEF`8Mhu4YQjHF ze>I|ls@*5$K2s{Ng!3teXF;ajc9ObNGjosDGj)*J@E||G`Q`F zThzTtgUZaZ_K7kY6b+SJMxDc${$G~i+hcUd;`n>l_5>YN+J%wBD>`I5 zeLFi>Plqk3HdMD3I=nowcOR~u4(Y7|T>0H}Sjq}m$k@Yxh#Yj&YCi*}PV=gX9cI9Y zAw>hn&j1onn#aTm1}H?d>eY)dz-q_Ja^hJAWW9e9?<45 z-Di98B^b^&l{e3hGT{rk{^2KnCP)jQtgFYF;J5g`>xB>#HUkS7hfXo!q3sFJFi|Gl z<&N4f1Tf&@$O8>eEGSo(1Qs^ zqb7@oy_sOy^!Zwx4-Y^x;` zyn5VH4T3RTdVRstO(y7F4$ii>XF}pZvcMY$Cfq5uyKm^sgi9t;zbLLuuyJ$gR=v%H zmWph)6wJ?^K?y|pJJ@&sISa*!GhyH~J2%%kCa^}?D~Dlz9;_U{zeR=#ZjC={{4qb- zMc20GA7ldF1W$Cq{M6XFITp{y1P>?UDh@2JwJPdHj|G{aG#xwh;{+2fMqIt)c9IFa z*Sv{n8xs^B(IR9xm~egkW>Mu1CMa$ti3sn+;vf|uow=I{k6zvTxSyK|>oG05u{=ze z$0r9x=P^Kbufm7mLrk!6;TH9)U_glg2i^T81C+Pa$lDPaz;$cM!L*qHy!mH>bVv+{ zdfz(0LSTS+Qic5Q5C$Am)${oFlmV=yFW#SH7?5_%!u(SL1Fmd4@NFpt)7xnY{>o$k z&d?0cYsCP1eBI0mI|fMgUXZ;0A02k4n{(fIPlw}I&j?;ypaa*Y*cPoNI#}Fd)l&FQ zhj^R&uTHPgLBXN_>A`xO;#O zB6RgXHKTO+Y-EGadqank+L_eEX*ygA4D65mK!>}{W1>q%bg-Hhj9)3o>JOaj|5ek$ zIInddO@a=NpEAeaNz(zh)5`nz1v;esnSZm9N?rw zj8lH*7Oc*@9mXnVhiEXxMR7d+ng+sj@qtHEG++x@5PvsI10HXdr;)d4koM5ZY?~_$ z>da0K^GeWw!i^lVrD?#i=iX(}i!{J(%xNZWP$9$oYv2i18Wivc7ZbPBfcMWmk>zMA zaJMbPvji%*R_DdA+@M0rAu@Zf6&0NQiPuZ*sc^pZsuDU)1yO}EG7jU}nrzqk5Lqfn zr~MgGLl|H0K4+{O)(>`ij~shr`oYcWid~yYKWNqNf5)f{j^V3PXq;cHaG`14pE?_!1Zyk5Cw#{xh=j~A;Z_aWfzwYGE5!hv6C_( zL)+#<;?~n-@ay=3)-di zPOuktf}%iyT3bpd_?Xzn+>FG|#_H6E2RlLkZQaDJf({72=+-v*yaNuTnY}t6)&Xj{ z(zmMKw}YwweUrmQ?I6Ey<2#+w4l3&V6P}8-!#SDX+-m&o;AV4u;PopKB<&N_^YSCX zclJXQ^ZSd?hR{)XO3Qc3D%QSRap=SD0(pXOm z$hdnLZ78;Y!%nr@tz0cIQI}9=Hr@=^x68BjYc<0}>=LsbHGvCLO_ns%1nT~Z+WWUO z!F6dJtyi>0=sD;?EL>`UpPL(a@}35ek>j31Z|Xt$=dNGDe~A#&zLj^Sg9zL$$E-}G zi14IuMEtM@5$1vf55qPhlo{P*F>bE||0m=VMA15sj3vf8&0_QX!OAnjOSK?#FD#*^ zs1|nJxJxLht_8L*C4-QrS|G}NOf~DO1}(x^BV=2pRa|f)-j%@ceRk@edCAj zr&?H~eP=6Qt%bX*nr)7Hb--O_lzq&!4%8Ek&v@9>0lhc);Dx3-h){9^I!yQvUub`*=(7Y;M;$4!tGOgEAmYyy_r zv-TVJo8igve+gNXW;nfzEVi|?87}<`ww>AC0=tM#%3|AFLB?&`e$k*6(!N|faCx~E zP6tpwr$@CxR_#~O*^>zVTs`*k;4OsBTbcJ2auAICtvcDQP68)^ukZYBlE4pZd8VTz zpokp#@bYRqD6{t0b=$NmJK!;IfBkY_ z2e9czp9rR7d%)DR*6g`XP>*aUuG(}$=|K~2E}4?{g)kY_a5#6b8YR% z(-*P2iwvD2SoMI;1F<%b)*g6X7j^d>HkX^O6NjP?_JUwge^+#HF9dy!o5^bI1xm`V zFUPSuzx$K-{naylFjp3!JC@f6SWl^ zJfpYroeYVelYh8i^YHvLo#Mf(6gZWqkqX*+C!0CUD!>Eb^DMknD<2d`F z<$HNz>kI|-qn5aLD)mEsxV-s?4;bII+7K4n`$694?ekf2DlC>oA9-QPA zgTd9ILu;m3KVcb_?ZEm_wL@Ogq7DNtUN_eClVHG_+OFWRDh9+$mOj@0j{#%6BX>6t z1OD<|Gv0oM3Hed{-euO<{2)5n-F24-*!^MrFb+XX&3hGfY?|3Wz%k z4uIjC(kgAv0XP?0epgF#0LYK8j`4;KK)RTMCnIG5ey(1`X_O8?g6%uO()RYz%-d-ri~8{2&C5f2QxaGzhfB0f~dTgD`*Ww4Z0;Ac&w-PPWB^u>GU2 zQ{(6$JSgL2og5kjoR3hv1$_{P<4wYaMTbDaQILM0e+Xn(1vvxNhhXS@mO}r9A-K(J z63Cl41Pd3nr1yml!LciHEV2GW&{i|`d%a)?D0P1qj%5tNXpLIKKk5)nZYpb5vkZgH z(x&fk?96^qGd4?Y7$oma{M9lX27%~ERzlV=G$o6^Q}7>#mZLN4a?D|{*UlmCy*CU6 z9XD1?l7}HAj6KTp=P*p^h|Cxq83B6xNj^T-5$GP`Gdo-|0>5ML7AZa(fzFx0DXx|g z;4#!WTsAiXhdvb_3m6!IiuBrr0L4+TW_zkeJT(epE)s+l!%^sarOf;-KMK`4QK}^l zqaejm@IY{66wdEE#hSEb43tvGdvX^?A?Qv@Mb)7(7(aKYNjH8B@@KUZ%N~z`%lh@- z8J=Tsrs>VJQ27{K5gBu6$Q=W5vnsFTnK6h-jIIis8iQY!@7+GTkAugcPvR6N^X|p& z-QzJ15-$7}EMDUv5O*fm@Xk2Aw)%xt0||8dZxPa2&K7>B(} zYp)s}kHdd)Pg)Fu#^D*C#J1+|V-Pp}`mp8CF|cyA{PcTm4DR_kr1V6M!?qvXHHNX{ z5F=8ll8qaO{{a91|Nj)1cRbhM7sn||Qf5ZUN~nB|1}b_9m1L$ti;^@{L{?UkC@T?3 zg{*8s_6Hy1W6zJz^f4+;k_t)sy?=kb9_QZ2z4tuN`wmlx&lG>`022}=AHakfR6sZN`7vF#Jo24e-fs{q>(OeCq_qbVLLxnoQ`mh zD3e1{bSPPf3N@^wV>;jANZB9_y)8SX)fqHQe%qP+ibaFW-Jc{S4h=fv@?SDXXfQD? zwO4;jL%e|K(Yp6ExYP;uocTz@xQ5TSy=gRTe?|6Mo=HQqnAH8ZuLyfVxxPP_2Kl1s z-#rC1Se}>k>@Ftu@ml@g?#(oKU%Gxk>^~Z&DdGKH>NNB`33hbeN`qmom&(uWG<>;W zyZ^d24L)raf$w+HP{8$VitW26A4OK0*|NY!YgVq+~ zbt=X*ESz2>?=qo*XQjc|7E{8n)nHjIp{`xWW2y;#{eCj@R3ZbFAN_#w#!VU|pMQ_7TAwq`<6_mE@Ir^`}K!C47}8zH5ch;AnD*5`DiKw3kOFdSJD~qygs%V z%w#~sz$eWoh5wn49Lda;dP2<;Em^l1ojgK)DLb}JWOzdNAOk4a|UemA4ut? zFu?36x?TK|@GG=-K{Ku|6%^~7i<rKqX^-CGpW;L+-`ZWduy??zZb!Fh_g%7SbZZbewu`apHn}O6&@*UF&I%d9(e2AZ> zBR4$U+hmRo=kZA0mNGgDryG|2t)@dK)`;sUnT{tM`>5$4I-VZVoH-XpM^chxVn-Am zo(c)gNksk5oiOn47ouY|_udyHM4c{FZFc`lqakp+NoP8dr)I_VN4Z}RdAa+@77+Ee zw*GmQ@vHymY06red>Y>Fay9o=rQx!dz}&b74OSFo%dgXes7&Kux`C*l+Ijh`&iO&4 ztz7(fcX1HEPoLJ0s2ju${qi>=je|(o7a7(qpl`W5@r1c%z|vERJ}huxi{zWWJ|P4xf% zRT3O}o8}*>6C9_V5{=Rb4h^-XVp0SLhp~$*lHl-iy~(qb;7D2XdaW11G4rKZcOr`l z`5$KI&k-DAc^4kg2#(x~&vQ%(4w+=`+WKNDqCLkewMwZ7e`T7O^M;DVkFrPQDv5ZN z=YEK-CgQPT$I%reD!7lA=lIoA@vE?>={7zAFXHGhWioYUJ(6ux*sOO`P5%M{g65Q=U#PDKZ0bMrVkc< zbz5!x`f$hJXuxnsAC!(=-{mdS2fyF$s}z^@;nbXj;GwEsblul&S)bgCZDzMyZ{O)f zsU@F5Y+NsdNQJ5$`+IThm^a<-STDwEZ*Ixl(TkB4lNU|Ida;<1>hO)+0|yEBFI{du z2#}0s2l)3uL2%WGW@ryyn@x%tYxN+;X6D4YJv|Vkrv0ZS*#rIkUPsE`cB8`YqVdnk zZj9-kwY4zrhJ>E3-hHcX&=k8Om!If{)aIPuw*1}b{v30^MYtPY9Q*Y4`Yv=7Tv{4Q z=>pGpIjvZQF8H)}#C=xjLdv~R?e*$i(94lc*V@qq4X*9~n%{TA@%k0v<}aOK=Q!Kd ze(!|;cf~^$sh!vnw>9Ey$vxSSPRa**7C${csz z1WE@M=a%-ib#~ykZA{pwz7B*Wm8|+h>p=XvGAhqd2U<$~b_hjv;Hu;7hc&SsknUa9 zzy3)F+=Xr*-~7A-%x5?3^B5vIDZ@lpRYu+R-gkcR{hY9cSdP-q}0Yj&^Bf`;)A8h(-P+pNeWnK}q=&_t0|zWjoO081f^l9lD`88?08fBjqSlC_tng!P!UU@+8{v zdDv-;F5QkT8RM___q9R$oBHrYS{u|2l=t0bw;?l7c1_Y~8v@>pcRR+nf$7?(;+E6~ z>2x&urnKSOK$qs7j5f@qqz{JVwBf|*Pk#@Hwqd8_soap#HrT(5urgdv>|?${evd*M zCiP~Ew3XZ7|3<7vL$wVV8{CvPYqsG&&oSPOT5V{qc)Cwzq7}NI46Qd$x8mrSKYQzJ zD{2R9&KfPWf~65FHSoF>-(|Z*xhh&gwej4oSKA6vAwH7`aw|0Y1*|00Tk%Ki{Ak4X zR;bB{>Wc4bh1FT(?tHXD{L!$_^4}Ev@Xpn*T%=&=I5qSpPb(g|Ut*irQV=}jrm(7! zg8aZM+y2`|fyTV9I7^2Dtwu9xzdaO~mbSbVHKO3tX>QiUVha|hN$)&(C@8DDW?VpO zftPj64c(>|1QzGp_P4d*zlXyVubvj{zMkMwZnXuX#aU*u`cAlO_=>GWk?^9GG%Bic( zR>d_!WYy>swZulOKA;(C{-P0^#{I;GmeY|W}c*LA{qAsA8mJiLB>7Lxw~FzWX$oe z3kZ8fhSi0v-{)1x;1+woKk7d+GVDKBv}`3qMYDAEY8^5JbT(*I%s1fY66FeUE;5u{ zs#-UY8^C;|BNRz#K=Yf)`1#HTc(i#wOtol0Ldzj;!J`dGK7K#@)`L1-4Gs8cYZh{CQv;6fFnsr0tpTxNmFGQv)Z;y6Wq5~YJ#HAV0+apf(Ww6SbK;$P zoT^-|&>U8eV+GF=CN1i*?4u3&#j$!U@P}V6SYMCOQ1u$Fj5@qx{F`aWtHXRm^F+Hx z9rWY3P5bNDf!?XS<la;l)RT&Oow zs0yjk%{>bmRoEQuTfW7q5-R<@LMM|e@cif}o>i6=5F34!d!M_4c!$()i8UyP;%Y4| z@!xMyXcto&QTztiD%Skhu~>%BFNLpMv@C<_51vHzkTTrA`I6+~R*D9h^|hZ3OELHM zd&{RiC18f9g?^AMK~JcR#$nmlI2HF*ds|#F#D}|1`K~GkkB{-g-S>)+6?XPj0e2BB zpFO{P)VB~SPO0(z69wQIINR7VmXEZ%8z_CWJaCcEM+bK1LiM2GE&s+GWUZO+x>b{n zK;FAS{1vY-m0h;-_M0sHEdTPJQ=W_4=+2{FlMi>SJD?=8U>8!4gro&LeQh zJv{le4Y(o=C9;JMk@P7mwcpfTBIzqd4VV9PB8_NW`LXlCO_H44nu_{*cT!;bC!u+D zZ_>y{E7ov|A4!fG9~1D+mt^nCls&oEmy|pl@$u@nAd>z&P0x!@gGd@yXPbs-!6eJA z&6>MIf=Pvs0`(RfLP$bSjCUBig^;47Ok9k1J|IQMB)stXe4iAUFyTgddY?4nJn>M{ z>^{kIVovJbVi;*^nOXDELP8bWdAiPpku*}0K5%mflal+d-`r7pha|W6+sbZsAj##k zK*Q0PK+*{5xzS$ZKoVC&+1iPP08*gUudSR*0i+Szv7E~^f6@qLL%5-`Hz}|qT=Vf` zFH)VU{-->@E2O~o>s4RRUMA_c2&sQLNW>xgvVg7DMG{w{n~GqTEh$jCDX%2%IEkyy zo=IWxlemogR09G;P}lcT+~Ldx=o@-Pe0lEz`)3(O)()<)_shU<8}?8Az7?z^z8B$d8qZzGbvRes9K4H>6HiaEwueH0 z)_uuc?@(|RCf_Wo358tS`)dJ5B4JrDAyo93$cMPhm@~9U=)4Jj;5!-(4JiW-oA%W0co&eY@E9 z1e7TQuamk@!PmXHe(al1S;eHEVD>Mov=UsjZGS|gwNJ( zYEQ?{Zkfa@{pk=Jig|D&Is+pf19uOaWkS-?cKcE5Oej{*HLPgKg70R&^jpEN@X?;m zU1N}q*dnG^UsVp|$W6Oj8glS8s(8yta4w{+Bg5Pxav?BWrCnl`hmQ_aua_tDz>{*E z);*Mu!U*)pXlDFx+TUY=W%}ldI-9nToP#X*l3PD*@@XLHz5%_ZEr>0jHLFJHI zLzHk4LIl;7`UZ;-D*fZab>AWc=2J!mUKV4|1ypoq6~lbY_GXsgYorF5?pyG9jbJs0 z0!6>q*!r%2!<9R)p^_5tqcx1^Q$2s%nbsu`6QnLXccKKL8(r5}l1tE+3v z(rcu2ewN{KrkcS(;~ShCe?+$Kc!NscXImKkgtFW`Zt0i9h<-YF;XpYu8A2mLd-zI=A>{XqHnWg68$UD ze085)QE(-WE#F-dWm^T)-;6meJK{e0`qVk&d=-q`c{iWkRSo73{ttGjM&*P->PDk# zcyXQCR=2hWEI^c(BD_)It{oK z#u~DBZGg~?EYGH~25jH!^00=`C)UMQ0_(_7Sar@^Y%Ll5d(<}1~Sec z(hFPoO-8tJKHr{MGX9Eqo?Wfhi2Vwl0V>3Q(*yOct$I%z5%4PU?<0XGENyc8IlH_G z!@hy0$=*$PSGJ6^qOb`XGT%+?#+zUvE+XPG(u4-zxz4J?&DeD$VqJM?Gd45$=EG|V zTd|R+P_qS^IX6OHZ)!p6wWpR#>{?LtO-x5Qwgq}W<>xAvQ}FlSfa@<^3Sy3ZKfe72 z1!C(R)U`fPkT5;|b=eRF%=>2!Rf@DC>BA_Bj9Z~Ur2V0j)QS_EE{s>rv|`!Vq6)uS z8{V~tU#!V&L*$p_h^%LA=v%!%xt-dE7!SL}8RC6%OkXW}e^@&*E(!7+sBcG`?x0lV zTstmFJPcC#(hhFJ_y8rx4y?@%ztcy&uWZV8#a<-dWj73sqrdO#gtgwz$c>+M#S5YQfKiVI7#zro;}lp6NO9b8&3A%l%HinML-YU z<)(ET6Yt;gjlLxJmp#~Yti-S7TMuM%&Pd!MG_a*r@e-l0gG$`?iTA>qq0;QE*9*g# zz}y5vNt*sT*5SSA__bj5im;c?#O3i3ws`ePt)K_JxUl1@sbz65R-F4z=VkPQ%}^?P zMC(OLu!heer9Q~|%0(=g_F?CE%Pzh{eaJ7Ii|BCe!;WwCdD8VhypR>B94Ga`Mscbx zr=|~k=7i&2R`)~4^rOPqXdi~0=FaKy_2bv~9&0I{ezZMoHdD9m2R&u>^_Xct*6*+X z?vqH&Z+t%G`LG{Z#;xhchx&2A)Lwqi-+nw4Pvf0i;s$CDd&PV0Z`%!lvlpsh^2d?2_s#NerceK9H$=iDwX#bWyj&Nh+diZW@{|A4K)0_RLEbgAnV| zRck&!h*xZJx3gY@7>qES7nmAE*6`b?)lUZ@w0ta(i!%u3l2mI`c^c+hoyxCj(C}_@ zT;mx(4K@cv7qWtBnB3)@zR`{bkHEDK6GJo@9ooxLtfWClcuaw^j1En;BP{K@6p5XHdxN6KeQ{xXoQZ>@4Z z@r_U4GH}H7=B-e1Cam{isfG!m+E?!V)??x$YkkS5VkV*v`B@cxU_y87WEL%fiNs4e z+j>^BFp~WArEx72UB=0FUp-l%>)wrOxyZs&?f4II&sd1wt)O;3l7-?yt{k&Q7PjV_ zILnr?z&`p;=f-w6D#}03hpVu$dzqH#Dn~YIm%CR-pJLtusrlf0vqPr zC&G63I=y?8iJ&SwYsqC5V-gw9DLMbjMznYiC21lPewH$;O%<`JbzL*x0F^z`f)F!7I8d z)F*?<&KYNmmj(B?Q%o#R<4Qms>pJk)$q4pUo1`GDn3E7ft7HYh$wCXu5w9I~Q zuo`7S#bwvN{1lI~y~UsxXoV8+_^_JOvXh+-5p^C{D2;csJ;0 z!ZZtMQZGgMf3aZj=LNUhEDMjV+EhD!v#=*VW2e9Z3;EH8&o(czaM(#ja03?`&o9S) z@gw*mFQgc16MP@tx!Q)K*)aNbDLjziOmfIflOZ@gLb#Zfacp!M@}56T@M@$K%;yfX zQ4;jFUS*UGOWL z+4a9thtC}34e&j>@s$I&L(#`;COPOj{VPTJI|pxfNSGx3;6PJEmMuKPLE_5r$M@$r z*i~n}L+B52&YR%1d4D+&S32+M$TbWP!?uUpmJSp5_nn1#V%7IO(uI^@c z4xYz!>UMe%`!Akaf7+XaY>w)>ky{-6Xek*x>CeH_+>6=+fdtP2?=iTRE!?5>i#Rv|YgGgcu*r#YyS zpj=S4=io{AN`V*WI9R@ZzDwGXI9IuSTecGi^D_}QpUQEt?_;q}&<29XT0gg5iGvqy zYEpiiIWU+?AEByouysONBrkOcq3=c{1G0wjnV*~}QZR(U-?GC)3UR&)M)b z8ST7qj*VSQQw@SIv*D)H963yi!2;&BNqn9K&G2CQS@`oCNLuCgpF@MMUHZ(yNY zV#%#rN-QjH4cImOiHXdpgs`cvOz@wqz4GZB6Qye!%=@O92st=2UHFTMx!ZYp#uZFV zSzIlVs%FAqW|kjAC$N0<=*W`8l~7!zMxo2=w*nIIjg{QCGL6FIIe-U4TsD0U6w4YFsV zM9ksg>^UZ44Gzg(b!5UcWwv6>i3zT~9sV|#nW#~G@}$d|iT?or0RR6Cmw7x?Z4}3q zeb*+bNQ*Tki9&veN>Y+i*;SIVlu{@Wp_HAZ9obUW$U4lz*k|ro$C8RlqFzf>(tH0p zpYz;j&bjwI&-~8!NQhM_nR;;{d8KA>jTRR!r}lilug%4`cNg;|c5rdK<+ji*JuVXE zv?hM<;WYYk3wK@mIruH+0CYWdV8HFa{I>z(o0^ITm0dhMH{Hy2^{ zt|a`SH#moUI08I9$bQz@v!TBm@0)gZs8)2t((d1^`fNAUf`(5tw{>G` zxqxvIs~gg{-hUoocEkPaoe-(gZd`WaJ>Ks@#u>Z#c-y6Jq`&Wsbu{TlTDYRM=Jsxw z45gpq+0c!~Lz=wq@4K+wJAF&n_b#aVSS4LzbwNt^faJQoF2o*`-4o@~g-7>q-FHD3 zRG6E7Za3}1?w<|a(h6PhD$uT4r`Ux9=ElYg)VdI0e(gn2ec{n>jOeK&;hX`;rYK-9Y`9zYWRFh2eM`cr2VBjAVXRHTz^>yes`!mc-qk-{{bW@U+Us%zO!;JNRyH~a2`hlCbN4hv@=nLJus+WWOeUkL8100N7 zFXz})aj@{Uh=g7Z2em7fG6iTHygxtLml#Oy6WhE@FPH<UdrpCaM+O}qeAjc}tChoN$;UxV;l)Qx0S>MOyLKB2b6~ZrX!@-v2mV>& zo3==BkZ^0bG+T3sDA|3E*?~RQboXPiPp8{H3UL>JE_rB0wtHCR|_%-m=0~DU9TtL!cQ5U zY#^}e;AY0zW&+!y7F~GPN<;4X2Lk5(4Gv?Z>ss z2soxEv}IQi&`Z9xS-zTpl90Av0-4XPNV-IrMt~dOITJ|c`_Jb1fhjUy;)&?mvyB8Y zEFSEAN9JP*?r67eBjEH?%(anCV9;#eX2W&@H!El4M~ca~mb(Hs^$?)SocPBj^R+L_ z>a?jOu#vN`po`4+w2V*fL@j}c7XsN;K?KbBjhu}`2z)gwd0cmkfOc)%TeAoP3k&iu zHQga_%J9^C^Lu0+l|{|3c#`$7ne3kSCLr8>dBVqsfZW!-jSOqD9&Q?9CN=~fzc8Ps z9w#szwspkVjzCQM8hyG0fv`WDR_$>n<2}4DKB7S2z5UV>&-G*gPC&80UL$MsX+;9p zDAxn7sSxno?JQ;?O5kYJ>gjfI0=}aqu$LmgJ8hTvr^N(RntEFXrr5Anj~#cLVMDd} zL+<1+HavN+a{}ksDDxORaH5)x-A{J857)49-m1sko5n`*sui35FxZ$=O6YgZBK;^K z?qm)dJO%NTkXLLZ3pu=89mB@oJDELYacuONj14#?vhj7_@UV0;8;7G*QjXcO;TKXb zrsu%Mx6>LQbe-9FWcy%es|gzpGf&F1mDzCVzdgTfBO6)`hGqDVg>U29k$*c#YrINh zw1)+mw>~-=6c(OzMU5uVSa_s+x8%P&EG*lxxQai91#8C8!pKAx^jl(^C=M*V+*L8f ztHQ$5`(iE{i&-c+sN1-Dwhb!MX-vtuHmu4%y`|Z$4S_J&HfGp{8|>bsgM+QOZe|%@ zTG0yKj&oNBlUvbtUA(^9pcUi)tr&~=+=4XeWt&6dTM+m6N>ZPH3)rbqsyk1&prV)G zM|7wek1r>l)9h#lhw!g?71xXZuH#XUs7Hc) zLHU0EdN{R;1*%EZ!|~k4w2tyRJp4BntEO9rb9d5iu@~2&?32Z@;YtSf94?<*ewu;N z#;4rNE(~nRn_lb7Px=S-91PfWDEQACDWuS$lj(Ina~mBCVpr7||Dr+RzkQkZF*FoB z8f$)?N(1|N+Mzw$XgKG_9Qr3iL*g~pnatl*q+MJaemjDS=S?pdvN2RVn3g#bl0>e@ zzxV#7K*d;hRlR}|6}@Ik@(+2bxFGx6GE9gHz05QByu_)H%sH{WMwg0!j-LllfQq&k z>XR|MsOS<~k&=*1Mg7cni(7OmcJW#4nfp$Kyuh64PX8^YS+T#Q9?_*i)w?U}@x{|Ur&xxGW9d(CyBjmXer;Yq zm%xNZ`bC!wADFN*4*Xcz$VB$j*{-8{4H$QFo4uRafQp2BZPbAVWYv^dY7REQ@bf`W zeWONrNEv9^csAmnqCm*ZgGT(YExp(^+lcnzb4D6J8sYv?r$}K{6T;V)(TvTSz^d%B z>%Gzh9jcA=&_EMTcbx8K^)x|9KKbvISTjWQrZc|zHKTac(+VGj==ya#Tk)e? zG{)bn6$y3!L|k6BV$)U0eFe^~aQS|D@Akr0WXYI(xhmNP@jl~KU7Ol)L1%_1_;?$V zqCedfif%)bO~XBL2~tOXE1hp-SiQrd#wei&=2y(X>{2&BEitkN>t!v(Rzr$R^&BFY%gCiL-r0!axuvedr#f6ihvTme4Kls8MpvK1Z za7lxND;pPGt+S`ecyFD59CQjJb@tL4mvVJBg7j@13&^heXJJJ3n5e{gS{A0kv%QO_B$~8^5S#6ZprN&j{=$``c@Y zX=NsXDCLHL=7Sta?JrL{XU@UAatsl@kAsM-j(nA*e^K?WSC0h;w!DdHCYB_hrM%7X zeZ)bF9IJBc5f0u|X~fWNNWS{fJQ#R_17#gUGgo^KR)ih9=;=iAPhsv~GlIag{`L^- z4zfQ+<^`CM`D-h0h$!|FxP4uF+ju_#L8(#c>_Gy*WHc{3d?etoyjouR6M_B9&&nKm zP9WvwSeRNm0rBTav^ALoDldGTGsq$Pw!4zz-B$#(-VHN!+zB*JSPV6JklgStRNC1<2xH0CY0r9>60i{cGvgXfz+Q9V*A1lI z8Fg}Ybri`@Zq9itI0WvjJ)@j|n?S)8wen>x1ioCh%=k>!oe}2$>K4g`jek1y1xa3H z_1|7~B$lkV!Fk8+ksN&4!FNXa7Rif`R=!@_z(M9OtHg1Vhh?dke8VUlXvicUPZwxM z$(_7co_y_)<1>%)=WU1S$yyuvhwWg?C|tLH)Q$kZ?r@7I?YPg$fBN`YJLY;i4oIf8 z zpE+26?UUu*5e|ZM5;b|had1-oW3K-=2OdM~RHuKC`>!i}@|)y9f3bGU%Ae$XAbV*U z?=SNCj<4!vg=AggPK&N8CGVw)RQX6H$=~)r4!dsUK-H?{?3tY$Oz3Hwj+=4tOh-1? zcM%7gCT7OJ$@?|?W0B+X?*xcY`#(KbNZw9eYt+Aom4C%Wbx|W z@e^i)J9*9HgCwaRpH1>ElN@y|<;q@BE~ys-&k6nk7DQB||TD4dr5K^(WU7{>X}tuu!unc3t7i@UfHO_LW$q*zFD+jYWd z38{}svMD9YSWqk*T%;ny0(bkW7YVXtJ^`VXGpktW>ND*)EYE_2$ltyq1s1whGLFix zXTc%e{QBo)8+aGqvzkh6L#SlzCf&?7`15=#xJtBP{OJLo?~)`(p38WZl-CB&x>BW$ zPHoT^)h;|6LvrI8x1l?{ZBP`KtJWKCMV|LMq5E~MSkGQ`@!DJ~x_;G*XPs|_L1kJ> zR$wcf<4$PvwY8!?CqO=%eBMy-O8%~88?Fkr#P4lw#ZMVa7dJN9w|t5c?Md#ux9c$b z_2*Xb41d1ZxTF>9tdBle`mP1-E{=1BWWT(?RV#H_(}KzQM9=Rd&9L-lFs05kBTHSs zW+bE;E{+24PYX4JNeGVpQ)`Cey5R3iJeqK(zo#zCya^xT`Tc&sZ$zn%wUrN}5fhY3 zU-j%pxURp!H#ggWv9r|KH$4pqYEY1B@@#`NgeHsY@H6NctGTica;;mpJvFGqD{(zD(LHtW z;-9;)SG*4VrSv5i+ZpJL4iG3CV4!G9cY(Sq114Kf$3c zn0`^N&c~>MLL4h{3%v$CMkglSN@{Q=NO#vRa($29gy=w04bm=MKF8vzK?dd03Yski zt#`#*1a&A#S}z^fnoloeB{V~g{|Z@D z;->1(_{W)*NO36CG$$ zad~w!=Jur3@HDsWq@Z?oYEk)`8qk6^Z@Yc9243Hnzss+$!JorcN))kL_?_vP&Xldi zo1Hd$%y-wqBVx-1`)INb>%zaBY^a5omb1flaz1c9Sd(t3Plbu5gyhZ@RB~SSVChJc z^FixMsbK*s2C%r)RF33+v9;?%ovH9G=l!?GfC_rc2m4`jDrz=fG+KLtit2)?iG|y! z$azz^TkAR%%I9n?=HjVX>GV37<4Z;J`*>{+J1RQIPweP3p<;_&!MbG{R7_7g42qEP zlZyg2Hc61{K^Kb?7gCYWpWXQDDiu3FZ;$^%{@(6=?BmNnYw_vapvBnVS}4xCX`UkI zm*%cZ2YnT(h+Z5L*0hiOj^Uxw^W?lTsB?d0rwmZF(l6%^8ZG~fnEgDD{{#cTRCiUd8Bce2DguJtr^rGQaib#{B1PxCzZ+a}cMb3GQ=98*gH01n|zpide z17$#3xLkpTN50LgZ=9ilwMKGuTPOM6;fL0(FQmagfAs6-S}GRI^9Grb^H@ikbwck) z@_kh<*bCgDVMlPriWVap7^mm|iwYs@;5gb*U`>P9`Pin(Y%1P|yV8>%(vbJx2Ijsv z8a4!;S~HkJ!_5=LgU%*&(C&(ujr-B@L}tcWb~_z?eQ8rZQ{qv?AUS&g4P^|-y0W4cKA|JIP3rV?`KTXb! z*Nbjsj#bgIn5fFEqR}xGx2)-$E*%3qJ}FBX(s68gtY)q$9ls`9hfU1sIAtPgXGEjH zrgf95$GO?kys9Ds2iOV02&U%w`u#(V?2K_xuyityFQ{2zQ z+3vh=iw-fdZKtiH=uswuM-CC{wxpe!=&IUMkB7#pUI%o@`0El&{^-}^xPz_tr3+-d z_}fSI_SWOMu##z}MLmuv2-S{Q)kE)9M4<4odX$YX77=IGL9kiGRIsHE502!X{==@r zOsMmT@y1gLPPNt?`BYr#hG)5Ms5AlJmZDm1p!s9o~O_Dtqcr z9quhSDy4p@4n2*sf2?lR!74OYMc$tQ8&Ajic_9WqjV{eTrp~~(WW83kaQ@|ZoZt)t?R$&%bT zCo1-D>+#+ZK!tkJ?otO*pJde27*?ci`t>F|-P%Hh`{4das(vjbBKG$$G^@q@C%Yq` z57*){V_CWEKn-liQhio_uEE_ervFWN*TB#xWwM&o>tD4h<4c2T@b_1G(ZcW=6#AW$ zXi}nJ@1~CLtHgj($0}ukE-Dku*_dLqZ&2JJsw0}H74c<%>&A+;lJ-{ z*niY&Xy|;0R&zC^8#i2W>ZnG(L{nGJKs7e~R*B#Fr5fJc@DS07YS7D7q3n+3RBz9#lXnl=l6fa3w5@j+rk`t3Y@1iYMFZD^S}?$Qim-Lig;|+dE|| zF@JbGNRIsdj=En#@Tr98NLK#Io0ae|Xn2_JREhAK%?qvvRN&s*U`k?GIZ`sXO>gg% zVP7Ao@7~5TbW7Dbay`mma_+#$#F8?ET3r3uz3wfRFUssRGAIT0fT-fGlO_1gx5@mT zN(llo{q-Kz7sD}$8k(I{jQo2uraw*VlWpjXHGuSS@;UR8K29m{^mfpUvWxsyy*(Le#Yk6 zHysBArA&JUNjt&t8v8EO&Iv&;hll@cbOew6#%cvVYf8}ESYJ%sVFZ=gDON|jPlu668hPo>L=qWt2%wL)*=7YgVTi?g(m%;K09A!iY!O*5k z?e_aykkXXADfuiMtmooIszH%peGq;u^oBe?lm3r`a#5(kYA3h;Xc+FfmuPw;22B0$ zfx3+`aAL|`G2q6KeQ&4W+9Pq`Iq#PyBol}2W6P+%)L0zTq&{?ah{dyD?zDkZ0yNlH zb88}F@b8OBrOtY5sEe`B$SXP zvS%kt*|Mdw&sd+a&kP2$SyB=0g;Hq2@BRJteC~PgS?+Vrd(OSF#*~2O)Mz45ONBb2 z97n`^Xg-whk0TWSovZgui6wT$r3!77k0*Ne?tR-V6hn+O+Yb+o#S&vRZtU()@x*Z7 z(2Fdcc%nT=R(PIn9APJ1d+Ka&3=t%69U_q*ORQCzKJUCSju4V|o7P&NNN7aY3_Bc% zBP@&84C;S~CGu~ao#&<>OL!Lh6-YWhBt%XecwiQtNKn&1B&_z0C1g*|Xe|zoAvT;5 zRG9h|M-;v%A_E%}38%s@rgkxjgaqr{m)=t;gpF0G<_~rpF&3N_u;xcRktiI}8IeQ! zyX5-VdSwDJ@FV=2qeMKBd+p_$O(Ai_)JRM3iAWMBjb2X8k0z)NKXZc|69|c4rE3=) zi6eskTwQ)kC6=)1>v}&MoJi!V-?(zJ`5_VXMEQ)VQVJnq_kB~|ybNOHW#t~J=5(T< zEK5*+eim`>M!VE)$t)sv(Hf6S-RVSFq;$8`mvo|<5WcE0n@;qYxjZsjnn5@THfygi zN+u#Vy(l#ENhYRl>i0daB=N!FvF=}_yieRBLnDPS$*GUKXP-h8{`YKIawh55?{(Fl zesb+CZ4;A{NNi|5abp=Tk&xXI?Q}mamQc{h`uDComIxA%SaDg5JO@8d=ob-3$nH5N zU3EQ<5GmSWUj8tSfR;k57-9ZD9xzIl3cG>URiX^YK=bscI;( zXGCvbkqODClVapG)p%lHR&VC?-Xx-P>`UjjXAcPtuk%y=CsGO7=%_Qy<0*uO#-KG_ zHJP9;>Kjc9NGF7P{2knNGl`(x&MLi?8HAnP>|2TKEJD98F7&5m7GdeGHxxFKOQi4& zO@rR#5|PbDeFj6h#6VnmO4j#W;+9_c^ckT%V(W6fUvp*ih+B8JgjH_JBlG%KO?por z@%8uKnK$Nn1U00!V|#HHA<$>@z$h?}NDG+a`VVIjRH~Ql^XV)?b@Z3q3YjOwl!}PK z^UY5P%W{A5z_AR1o3^W|S7v~iL6Su!JLuwHi-)@PCwU z!{DQ-BGO|U44bZ?=JY2a(4hT$a^nK2Pmiv()C|O)^3-_87i2s|azy5oAJRr$uCK4X zk6bPJ^~X*`;w$%iXYI2XIB*BH&=16;hdz3N>z9ng>yGY4d8sf9__531G!>Uu8Ct4- zPD03U2qaMA;lkoc8S2Di?AWq7CNDp zczjhdGp4CL#EPxOC9xkKLbvyZF;S6(#r~={qqWjtz2-45DL4&$lN-4==VpK(?szNW zVkZ9Nb~-A&dxFu6g6|FsXJeJ2M~J6uF0S@Zwku@kV&BxZ(x;oAV)(T0)jEfK9CFi@ z5fLr`Wkg^1a&iG~{nQ;=aPS#4bJ>$W6<@%^@AX^z@fXmn{vl|4sSxLFm*4j|T8RCf zzFz-~i*WDyDqY(hMG%l|S22861nY*KrE8Ola62+&^?tEpwBF5lG$vRAy^+Mpa;Fkx zogwIAy(P%77_|8d()^ zIK1Ie*!v1(Yx{|$ z5*u1o&yjNdRSAdFLMxEtb9KvQhYBS1s)=3ot$=dt!hbZ6O3W^qEwmG=f<4=gKj2b@ z@SF`sZ!T8DU2jL@KyNkr4is-{vBSxd z=@p0?IRCEh5f$$I|2A)@QK6rKk7rI%q1XMSbV!zpe8rnJ4+N-axt>QmAVG!err$F9 z`>6;@)`?4fMZvu~t7miGQ;>V}V1es21!E=L1j||qJgtTNuLn@z5UIS^N}dXnJ@@5{ z{3r-=RaQ*Qbbseeqz>P->_>Cqz|Z50$Wx2LU?uBX7;J-i^c zhywl3>vBp1$@pqZ98>mC&^WZ^Ue`?u+TYa+jQ%SJuVVfdKM@LUmu=gtoI!!^@%s1R-LmbXC^+WOq$e;&L67hO`D1rU-kMG)?Vl>g;!~dj z#%D-BCK>7fuk)Rvx`|3VDG*dT&u;%tfxE)2`{7D5&XUNeH)<4I9cdhqiY$lV#)L)E z#bo_A{v7_mBlj&m5PFbHfn#X&n*Qnvr1ppGR`aIduv#`RZdV0b!%b2{o>P$NXUw^| zh>E34L%%i4Qn04yZL2XE$Gwz!9?PT3AvxA==~Q2e2Z_^-oi9u9{e(|p%dZl&&;ReK z;qMX*rKs(A`lAH6q_&P zvi@;P@pMb`#dnRRXfixKtn|AauNP^Alzc2lX0OY!;hu7+uUG0CVU%Ont6&d)RXG$z z{fh&hmm}orxrD*=ax5#iHXbaYU`BENiPO0hEOpkp>r3)omA32A>t|#>G=*MAXHpSU zX5tw5kP5?W-Nwfcs7SkfsaP%Q*i{bIC0j4LT9jjv z+Dj|vZKaTz8NMHVwiG{ulXT9WE5VNjWmaiu3FP)M3<`@$-hAf}FY=19{ru<3m-WSv zVJRHXb1g*w!AaSBUWG_s9OJagyAV69ts<`8E`;S_&AVB5p5s5`ma}gzKZlk4jhW+C zg?K($b;--D5d6HgAwdTVagiA(yJ1fu%4;8oNp35I$H=A~$|{8rtr}hKxv~&9hac@Y zvA7U*o&B$Kt&8D3|C4&OX)&VjK631LEFtH!!iy_Ai;+ASzi^913D*5eYi~P9=CktL z`u5!=aO6iXxuQ!;lIyl|?oy`Bbc!+O~52g$e|8 zNahTEp<<1=z@9S+mB>)<-|M-j3OTv5vID=Wz^n`LTwGFx?mv=I`~7O5I!A+h>O>8^ zVw~DTHETd0G6>*F*WggXyoy(UYH(kQ)j2X)i&R6mxBjeJGzQK@uBxepMbYf%8_#MH za!&dDNh2B@n<>?^dNfE%El}RGn+Cq=<&+=WY1q=RO8=844XeU7)BkLy;p5uHD-E(} zxO$}B)aEe_mDv~CW0GiaDXpm+iKD^c8QaSyibmFl_sgm<8h##oGBA9fhAH=I#&16w zf=0d<^1W!Vh%_Iaa;2e6zI2`Wc^YUF>RLP1X}I}i$A@Sg8h(6U@brNL4S~*oMHJ|O zLHQBOx)2&pzZ<{nU) ztr3~&+uBQiH$upF@Pe6n6Y?191{{RjEjWM7?#6nwU}XO) zT2E;UblP5j)%eHvKU=#&WiANik<&#y;wS z{S5~81kv7F2r+SYyNU3GC=)GjePjJRnON<%KW8kN30i%i@ZC%%tgk=KS`*2Hg^ie9 zem4^(wA^=%vrL?zcIs;{Y(=o&8huG}-CLNWXFtfqHc`gB-HNSH+I%iQc4aG6b+(y} z=(b{V-TbI|60yzw>E@` zSPtDcZo|%UXLxX0p=>DCx}dBT--q%)iXCo6B9l0IYF{g4L_h3O{J})sM!Wj^Jxr*! zI?Eg;c~Y}2IJ3o@i9H@BwGspqygNrfi%XJx1T@VNnPLFVr@EJZXJB#TwSG+&1IDiJ zr-eQ-U^i*eLMvi`t{?e3bC3b0a}hG(vP=Z`EK3pyXP`=YWB$WL22}eNK3|{BfI_HG zKoO~zrbOqfhcTc|P3pU5!+?QO=!|9t1I7M9I-EQPtV-ucJCOVKslK_*`@(?74uR8# z%1q3?!V6RyVxW43{pw~O1DQ(~Y^|Ha#6RV*;CG}vYv9VJb2AL+dFN!G_hZ2GW^lYa ziE#y5kDPCk@t)=hcce2AUB1NqggXO_6*Vu+bs3;cy{I{uOY?dd-QvZTMJqBjnnoeUiJSln?=i3x9)g^{vqOgNt{<8n!TxeqlrZ;^c2 z?u~inP|mx34IlKJYP3wAwN!o=Ut){Zv>nJ|g|Fqm%7gp1q68~rjeuD44PTE`g>rYvaeo}pve z)obsUgfJlJd)`0Wjsd^ZmUME+LU6?esg;U!x?mc-r>^O6!|16_JEMD%Fs}=+K z*XMJus*?V1oe79s&%ne*HRpM&8A$&dbGJ*DfuN!GL&K5`>}1yYtBNsT(|JZJX+8ro zp}Rk=nM?8?zq-CLl!0D;yN6341GBm(E_H}AQB)%ql126bElKIDFtRUHm~HY3m}TI< zz{i>$NdVM@=($U2MMx3Gca?`_Dn!#(dASoUv3VVtaAOPj=f>t8V- zZ8onYzJ~!#jf}}iF3F3sp!WSP22Rxpl}V9#6W?d*dvG5Er4z?`W(~;mtT^=QPc0qm zLl+vKV$iY4X->~EvcLIOiU+P}Y(deaE&Uv?1qaUy=;a=7fntw%6UVLv=pXrRce4eb z*L_y7|JsZld*yO8Cz=sAC>0Re-UJ;RmzAqJn{fJ}EH|~I2|wQrUK7@80{!{%gwJYC z*lV^?TC}kVOHH5sRX`Kwt`0BSR@sC!(ew}hm63g0ME#3YVH1uXO;Je9Z^D#_;Z?%}D7+&0V|bbsZR(gus{SH~GqZ8*NJlJjGJJB;7E2V2j!;lrC}ssCKtG15h; z$-mx?t3AwZk73a<;Ls&t1xas=>lZYZYU`92R~~Rxt*ZSU7ID_3h?V7PQ~) zbvTg7f`SWc>-88G9LI;gXGE}|DZ2Z>U@!{-PO9|f0i@hX%tF_Pg%@wfWzFue;N{3p zyWqw`dF#^qg3c@mtX6sQ{W1%_S+@%(EJ*u_rYAo>Wx<5HE!g*H2OimNR{5;kfeEYQ zKXhGL32RvHWSKlo}s>pKt`m7Q#}yaU-uzllXw9bimIaZSQIu%UNF z|IZg4_)|V?>&EK9*O4dT55_uBV7KbS1@TU_v~3!ip6P%?s%+?k$qp#Shqq=Hb-=Mv z*eWQx1BP}ys%BaTYW7&X+QRFAPSSnZ5^e|JS>AvCQwORiUn$k7bz)M4> z<|A>ZfG#{4Kbhqj+lAOnAECqaE?ga&YqsTY7fe3vI5RQS1&8ZFm4A1!(Oglmvy@dGU9J`U!_@@M7cxVRpn^Y@wz7y7OSPK{bzd`(R+O*G-+ z0eQ3THRd8{r_}zSATDYn^-Y2^xu{WQxpmZVu|ezT#_n?RyExseW|Rw0+YHW<`8<3$ z6}4)5B@dpPY;Rt2;$hv;)6RnPJn+{`Gpd|<$lp0J?@kpD&4cNwk@Y+<^*yzfhe)}a zX3vFb9zF;4@ApyTBSmNAn~?<{?}fD2YMthzPi*!mCxQ>NLtoj&spR)y?_RGgJ{C|M zf24vB_Ezt_vJ^hVeRS&Np7N1gvSs^E79XC)P8$6jK7w<{Q!vVh$hd3DXA=AF)Op?` zQDga+IB}6~9EnJ^<&)TH^k>3xVK*$5)E&=DbR(7@+p$u%8}$Qma|G9RV@3Dr?Vek@ z@m<|UVs>9QB<7?qmOaxAMukz-C3n)!HM6x>EWc+7MUv!=7#x3-i z?YSwyvRq#8+YpaGko;CC^~SQ&O_vI^4)imJltrwJYQ3Zhix({rAeQ; zu-;#OEkTsDHzs$-wT}x?gWsFJlWR{o7Y%FjKfL(j(oeN%F3MJm((Zobf_H!SnuB~U zs=WftXMS?AzJ^uSUCKpTJTCkf*vINca$$Kd^7ev3F2*H_bK2-!n2xLm2DqrJ z@L?v@l6rH?riI$M;A{VmQzq?sv#fRzy|FPUR*`P)%0aTb%W|73HqMP66z~z^;Qiq@2mEPlj3`{9jMcFbt1nTOyMP1lNsHmG zS~ixwPEJ`fkArW1o{6IsY#6oDU0f(^v=L2VaWia;UXB!I{AI&K=tV{|Y4=H-kXZ6B zHqINWtULRI4eDm*Vx>_w@<(iz=y`GQUv6!(u?GkC=h8z1x56xqs1vMir4Z7>{>Z6 zn)EghW03ZXWJF&#llU@hWVDfkhl`FRA53*sLAhx)R+U{Iy|#xtu6=3`4k7i4rn+EGRz?r|5^3yR6er*OmF{rqNGHdYwGhgo0 zPp~1gyeaXR8Cg%-XLj}-V`HaZ9M9$`Irkqd79TvsMzWQs#nFRoXe8~9j51_{rD?p_ zO`nah-D5+~_ONkm(5){lfb_G$M^pJO8()8C6fP9upytH&XMxjf$b~pw+`WUm2LuNx z?p5Jn#<_>0Xw8BA#?zy@hd7`IhN-2Ic{D3N7~)^Z!P^;oVl7!WT}9vXla_GduxrbM z(HRcT#wRa+>B5Cmfy><0c3hkYk?K2{$c6o*z-!v%f4gQ&n5}CAc^}ZzJKahC-(!B8 zY!`3ip|JW%!gh5Y{s#a6|Nj(Mc|29$7e$jaqDUH~G8B~ti3}Nwg!pQbp^#7#sYFRC zl`=IMDncWYA|y+tNhyiPd-vV@?wdSOlr&O)=l9q8+~TEz!sd9{AY7xOA9on7G)mtX+d{miX_>q1*vy33luV15O1^I-0^%1CN_CKzm(nr z>#v6Yex|g*|4L-X+)*5;*xh(vcB%z0x7{yNKhc8DKhsyQ9m0WAw)2pOavX%M_3_dF z*Mi2%G`q|FEf`s}@`=Xp7T7Q6t7ZLYf!nkNU$y#L5PYM$({?@wQ}h*ii+Wm+xT?ar z=2HvSetr01WoHZYRvEg5&E{aOuOwkWn*%oARx?S91KaX3m!?ePz&h4L?Y1Td9mj-g zjWx*nM-D%(Rpa11ihi${z`^O#y?Q&8IYB@@4Gl3&XEIXE@?Ye&;z4j#m{sIQFTAZ6>xH9yihc-M6`NF|R0mtmJ$ zJg#vda38)XzL|q;?Rm40pX0!CVy0nWB?n^-|8z!C92mu%i!FY~!JKoRvkG2uFhG~x z-|~xtV|y%>Z?%8JGT`DSsuBq z%Uf|+UG7ELoK_sj3)ynkt`$}@HgP1US|RkyS*CES6(KRJhX%cD#pqWjr)H0BL)Yn2 zg=cfy@OAo_L+>5h@a5J7-yvpgSSIbB>3g6JiGS~C9!+aQ&E=DCWY^m;M{b|WR8bqI z<{b;Y($|Kl5y8pLZd{bdoC@{a%EjCGZLhcO;o{4RE&uF_xKRI=v#u|ji;EAh=C5z% zqHVKF_%jtAh8O5eJ3N<%$Ck2&?ioC+ADDEQ>&wGSGvAqtu{@kV({Zsog9q0P75{*< zJQ&#wQrnWr_(1Qij7A>(bbGJ=>*gUmBGf2$423BNM0*~Mq%isEbMv!~6s{EKHEB6e zc>8qPgE|`u@e>zf#}*1EZe~Ab`%qAF`!(fOEQJrLS~}~aDKt(U$X2hSpp$TJOHMh3 zt9xwoe3~ho%$r}H-$QbCQsMpBVkX?oE~dF$|u~>JZR2` zt8{~V*E&8f4P72^HkFSe4Q_MFO+K1>Chs3v%g5ziju(hwSpR(R_jNv82b+46_&9U4{B{^pGDpmAbM;^kri4Lnwxxo8Xn zU$MjWki`s2?>Ol9gflokvuH=0JA;^pwWmT880<={P@bF4fd03hnSYqU=<^**d~z8W zS{0_9Ze`Fbn6fIZib29y`NqFP1W*rmGIEg+JC{pSUj1ay{MT@#k+}do`4cD3X$f#x zY`@EQsQ_O8&id|iC3w)@_!dI5g_ z9%D4`r2yv-bXq_7En>!W$uG1IwPo?e?(pj2Ygp9D zC4AHNXR$N0xVO$$$}VWDua zHG0h>7Rn2^U01DUQC|7_Bd>~u$yMLaWtA-MJFH$3md|2A7XSA|#ilJ5%}-Xd7>vlj_mAxJv`%}@13eZ_Mi(_r zwOPywuDteJnT4HV+56re0n+Sy4z_&|V6@FJy{A6I~fp*A;HBw_#v?Le+W)na3>sUNUSY zgD;o*wbRTYaI#NPK7io#Sb@EKBe*ZulL6eipF5x z;|U{TX&mJqdpCPGjbiq``mRtKhNgoT=I@};7r0HqbD+R1u+ILnA_{ zy2!zsM&YtUgA;duAA6J<*6AC8%N{1yq(L@*L+y#j%X}>&WCBx8TqZ%d>rg98~E(c z$K<17?z0I$@%tLRC+YAJ;PglO&ytVkMw5`&pippVWUu`z3a<+S^0yzMAYbupdpW_V z-2=CE;whZU5KW*DQTRLl^_$r*DAY+uZ~R7h^l`JDw&4>B*`F^76Nw-HE{m22)f7e# zTl%iLlEUfiH5LVgU(5XzFC4i?;U+hHYH$hRCzp0MHZvs-+42aPRUeuIw_s{4(q3iw!~U*Ke($48CZ zIGeg0J{FzH2zI{A$FI?Wr&_c47+!z%r(Xsi6^27YKb_|z@^@xe)LFv!o3!uBr}4o= zE8CtfXS!%sJ80!D?CZo%PKfvpU6k<>8iRfNBKx}N|ih~LheO6<6iM$KF)a8 z?VPcUkD(zdzOR<@aXmV~qo2fUveENhE5XJ4|2x>%L*ZDQyT;b96n1}B7hU{D!P7L} zz$Sp4@9-eU8$lHI=GH}fhf)YW>lG5EL&5oSK1}9NnD}sG?n6TgYWjg59~Myf^J4P; z4;?(Ln()CXtCNQhE$f%f@!%m%aNYn-K(fDaCBes1d)r)h9)#&Sch{}uAp-^V9sb5`*Xd^A!!`VSXeS<#hYzqsf#>||oBdDzOVST(|m z2l>+QUn%B1RNqneon*#CU%$CqmI)8jo<34gH|C*y^JMeHMLakfFO&PUfQMm*H(y%K zrlOM3N zi-#1y+gh8+x%{^1eDGYtLl~Tw`mj7)3*U3}%q*f4{-{q%ol3#uZ4__bH41l(_oRN$ zqVP%Ww9>0q@;;jBmtFM~dKW$lRT|32QcbD!(|3~BOlGic1i5ej4QA^C_^=8{de%+! zfxO1NkAoy%REln2Se!uSKXhW^AMv3z?cDhBrZgrkF`l){h(=N@0*4YFXi{xfBV*WA)Cck6C14+G@xy9aM(IN)3@;B^H4r4Gu zxNJrR;d$G5C&#Ys3_^!`Ox54UU|~t4dW1g%OF?h*f-RCi? z51x@al(#H=#Z#hJNk}(Lhs5z0=PIfD zopjhcqKEGF+?tmx5r99|!oB^e09rF`33Ks3vWuf%Ov@O(#=%X(IG8Lk43*;yql;?@_mDz&h9_bDKu>^+MH&G1X+A{LfO zQs>lOGSA#A;CnZVwI4MO9aj-z)b^jFXKD*^Pd}}D(ljB~h1EQ8G!()lvo28QcC7V)}mf`#SwXmx)E zYuxmv^hD5Va#FvpBf^KJ$3L4Ji*WKnN6N~@BD_%LtmwB9AvEo+{CsN>CR^U&d2AIS z_;y9uO+OLN|1STtIb4L?MV~^N!bC_@)Mo`E zT)A%c@Nm8eUrJPG%(ySYV}qQG=28(>ww}~Gd{=~3*3DLb|*G5-B64SS#_ z23wUm(_o?)0qceqUQrd}*x;=AaVlaQ&Hl-&)e>W%YL(?)OEEfj{popbF2=0hx$!Ei z#ZXT2>RjX~#zWtYT1M-|5Eq=Y8R030`P}QL!Xm_QG2A&lH%^R}8$T1`PKz-rs$V(a zq!@GNj15|HO^iNah)v{UF_g5&+}`s@jB`z%S3b0gF)ZA9b+|~3@t#J_H$M@-@hP20 zhDo5{-Iw)YtOP!lGsH#e5^N7n)krg!;CyTAuv}vaM)<_|j@%@{X`69D=lvv5f9Tj{ zk|2R&h#)KIganJT?N)v|Ey0gZj!&2(2@>T-zL1niz(zN0pZS>BHO#WO-Y9{fI9-13 zXEOe)BJ7u<6sP4iT})<4asClMQfee6@6jqC+ENPZPHAaBL9JKn--0(vaqoTdt+H)W zD5&hY^EOh7`BxpwuOF7ey}((eB2!9qg0hm$Jt-20wC@@VDa;mj{H^0iVZOO~PJfFO zrv{eg+JBa!>sUjC<@k1Zo_c?+c3eB2p57HWLAMFKI5?WlZa8}Ri+JBIh{-eGyM9qiU~&p%|f!&Ia1_KUK1WS2u;QrV82=_;xV zYuYh7|J%IHZSA;t`$lbKZ#xQZU5Pn9S_YMzwwFoDG6Z}ZZamCDhAA)}$2F4SNA8Mr zIcFI-+PB@C-DRkHP=3pBlMG6-5_{VnGR#`Y zM<#p1@0$2;1=2s-A*xwK>Q#1YEZ9LV{Xy$u+$q#d<^>JtjJ z+p%-&#`-*R-_-T-)jj{Ds96;paDn7Ob9e5Ke7+R>MtRJb{YHujKD!NCUPy7jO+!#t zD8&Mqf(Ltv%$pNrQE^0yy>@#`XT(d9C#`ht^^(Ht>+Ly*U8UH$<8W<(trWcL1xxq_ zBrhk9^og7&#qHecTo-jI@O1qxLpkC%X{Ju&cL~n0qp^{Z;PSPk%7EwO-NOA!-ir~E)Lp;3T#VxjxBTayMfj=wRp9+AV#p`I{JHC>7>PSec>HKF{_`5%Z|qC{ ziws;@TQP!ILs7^o!Z(xeo2MIyu{KMyWN^M1nd?qnUaKqyH+lHOM8bDzCOb;32>&so zUN=qY6G7MiT1GwLSN~|m$Si_E;}T{+Aw2ud)^CjOZ4ojH3^u2n7hy=msfx#GA}D0< z#=jsDy0c|gueXS>?N?Lsp-rUjoYZ8Utwea}_wM`;QfFS*n=(xX#NSQVoT{#LBi_s zZKN)a4J`Bj<12)Z#!#D09;A+zZCO8kvk#o7gw^ltZ1Zv zubRb?QBv>NG!|QJ7rGs|z#^k?+_lghELyd;kSGd zLy^N+ddwo@*~jFVM0*x}2e$Y7u4dt(^it`?R2Bha9o;zEEEY9tL{1e8pf<5!U(|RO zCwJ|;=k!H@%c8cJvqax)3^=LR|3iSow~E&lsk6{hUR<1eSb&ov!N=750;K%cTQznu z(QOIa?|<|bK<{Pifp3ir;uIc5?k0Ni$q4FOB+;d#(d1dKCqU6m?H^L2JKvmG`^Ib| zgA>NOkq#jY^s4mq_n9$x+Vaz{cO--O&86`%>I~BR``4YF#o+3Gm0ROVNdJ9P`QGbl z8V5(ot-EDM!+`U!XUka{M;cBX@@V6OTX`e(qJ;FfW+@LV3d#3gf2mR>ALGCI9qfwZ zgEw-7UwsoF3ljd_0O>m;Dta${xk>u=yti`I2BZ%iVy^sx^nbODoeQKD6y_QIjLvvU z;odUwg91|upT}q4U1>%7>WOigVK$^cJR7eOZ%bij(y`Tw1XbhpH#Pj?;j5oQYSj-O zyiM%1xAgH)RhYE(>sKCPZK)pzdU$Zw&~_dEnTIDIYDOlLJ~2)DtYiY|j~0s!mUzsk za65V1HjV*>;d?U!H;_K_N|IGCtxMrZXziD+vnjlbisN@`Qy8gTt-4!_LjLm{=`Yeh zDgGx3Kd4Dzc3V%pyat7(X1~tGsgZb?EUQ1N6yb%>KMSr>cv^BSkw2D#-1_;?R*t6N z_{lV`JCg!0@v*VrMbgL4X`^`OD0GZ}GFMGugUSGkGpc`UH%~oUruR$HjJh4QtwqwSu_Pk zAxZ(D&|Lno-1-rP!S}|7byXBrFt&9zvPkSo|%sMAFu?8V)dk`4+@H%hI{+Q~jdW6GY1 z$vJ#nGS^i|!Tx96Z5~76)Vs500elM4vnICna4DD=y2V73eshXplFqOe3Mo5vlf#OJXsiF5KM_mx2 zL1)}H3wpWOujM}9l;Dw93A>+vnrA99T)v) zCVQ;*7Y8m_e2E>##f_};W2Qs6IPcTC^rbTw%i<-Lo1Dn}=XIVPE4k=> z7k>WO?>1ygRH(l;T=={SJC)VfhVdWWDpV}FBrgqw*~__D+2QV|W6DMJjL+MPmvV9J zyQ|NlC0s1|z_Be|$i+m??!`I_xCl0A*_~*}MeHpj>H9fk-t)6&|8%)%N-e1yH=B#E z2le;vt>i*W_t(VeaxNNbK%KeAg|Y>gQ(MBt((Tu*Rf@TYD0h^T`@uzv@`S#aZ(KyW z9hE7N_}8pHzE~-ri&m!ajGI03AGp}}DntF61`n0Z zc`p^!czE{lk#UJK;RQ#h^}(ZgSexkf*y#cf87gT%2CU1k$0`> z5#||3^7)2R(+zc!zpnmjRY?yitZW(6r)kC~ee{N7Moaj>`;#m6cJt9&)UhIN2Opk} zTXh|`^RX{ZuzuhgAN=jkTix^c_|;vu`P~&htRhPv07z z)3A!QdhcFG7pkIf)~5pr~~TiNhmC`X-IU(HDQu zBddYb)sJr$j~l_j*yF;f)d~zgt@O+cMh zMldMW&eSv;El7gGU(^Ge8UaMc%VKRW2=FsKrsZgh0Q!-X=CPS9yf$eaeKLea&83k34g(gtm7_QG z5|msXQa{^>#oxjPlc6pw@=|n`Rc~OS&)$F0LiAIun*9aSQ!HZl^|XIJ%A!6;e}*E_ zT}mNB)wpyPSq=j)D+^dO2^StQY+$i=?X0T>0v6LhnRJKJM34FRy&wODte-K-Rk52z z$iq_Ck)K%n4*&rF{}h*bJe1!T$3;<+c6%yC$Py8yk|iodQ4|$Xq9Un8r6|#=sHEj9 zT4W26T|T5xDl_(dW}as@vZPST^1Hvk-mg2ax#v0O+;h)8ANko`2{XFc7+A1s^2*s9 zC|o|$7`udn&ix^qA1&sfAXPz@TFHS*v2Gt5EHta}ZQ^EkVzbgBry)E6bf6 zEcz8-y~&dUzE-){{(~G?x2Er~4B+6)stdCnPH~`fad~?3L$cQTsPysy2ivyodp;|f zgM)6-LEjTO7!NG`F*l!sQ+1bl$l+kE*PG;u77msVD!Q#{;vm|+=iy5M2RqZIICT8x zVCKdn#o|L8{0yrdsFbBp=5tH#`Z5Y#*+vS_mQu*o65ZfzK;crYdc<8l3O;64g;fp| z2IN&tZhKJh4A3k#I6$G>c148o2@285mdEYyQb>QJG3itk1;ah|lDW4j9G=suGAEKS zV8H|5I0{z<%bxT;A^T0QnokFXn+kr1pS+_`$LL?CUrZrKIa=NS3x)M-opwl8Q!q}F z6~up{pq}f#v7&{-Pj-uqV>5+@jL45vBL%Oj>$7eDPzccw3vU{xkaapjm?chQh;F-S zK81!wi1px{`7~agWXosHrO~lv3$=3&jc%%MKx8(J26de&U3xTH4{ZAqzk)`R;*Cdp zb!qJTFwIO+hsIIm_z!JbH2MY?F=N-#7?p66a514#Xw%@iU=59P!LD~%#xyv(!z&Vu zXxz`962HlshNX?%poA5T?5aa|K3dWc_0iN0wV)y8wn?PggGMM@#PyOp4dI!c?~D%6 zxOHKc>33He?#J>Z|JzUF)8g}1zkO&F-4C)%JVrxN(rj<{IU4EGv+^FCr4grG@X9iX zMhGwdA{9&GP*8sv`G7{(sdM$KV`w;b>gv(=XqY9oP2xSLQL|M)J^UGsO2fk)ixX(r zFMr-WnnCs@U9r59PD5fre$t+=G(1wx{XSLGI5OUCv9^^)RCT4?-DVoHUw>R?HPZ0B zv?XORk4CI1_pq867tW$5mmZ$Pg_6>TXZ|y}NPfop>%V}Dj_1YKDipaejC5>MQQ(5- z>|Ic7#D&zRsq@rVaiNp3_q&`W7gR^V#~bEcG#={ynAo4;r{;N3;-^cv!)VS~< zr+h;6j3*DgKYeMPemvw3e_GOZl?R_g2X@6q^T2YDG#Pu$!}CLnJ2SI*=!^=LbS~my zwpoWsVL1;`OV6HkYT@DUQG4OPe>`ZIf1K1N#z&&>smD@kd?b(ASWnjBWAalO)?y7l z`X*E@ciHf&w=K*p0w4A#B5c=H61#RY<@~?#A-YWUTV^jG-r@u8O9%P*R+{w8PF#SJ zS1BLn$O-WKNyME{4FQ_PcYo^A5g>K?{xPPF0M-dPy+eEdzZOk3_Z7fkrTdK9ivpBp z%bLH95+H0ad~e@#0dDHf9zL5Zz;RksAX_4U*R*ac(Fy_PD)!9W)FObAeneL|M}TL= zmd2Hxy3{K5o7OmIW|;?Zu;W>d)I_Gyf0m&FiHsf z6%WjPUI^hdZ$oB#8nNf$UaOEQgjBT@#mE+-f0E60PK6Mh!Z&?6HA0*}WbkwUHz6b! zXu8k)D#Wv}jvvfwAp+0%zxq^9zMq-;f)WT3-c?=uiZ6uhxvA1VJRz1{Ynk6k_G=aK z^+qTm+Fv(4^db9)7hmMB{vw2X)Tbws#Lk~KyHNHgVkg{Rwzx`&|Uhjn9dJAIg ziiL>$HySsQDa2lGoidi1+blRe4HJeyB? zgt^CB&fZ@u#A8FpFAE7JHYtVc>yiA&)$8n56T)xqcp5!R2rs8y3}ta4@()Q!#QhLp z?WKb^+IRxI|8IUs524PvkL}uR0&wc?MqT+Rz(QNC)p>;iNTth`2r~qbbS|ipc_hHe zS)KN7gvs59WpZu{kXty#RqcuZH^LSyjy^6xioOrS?vMa;3??nv=psNx=^j-LD*?W` zB|b6K6Ci8*yC=R%0$gz2INxoq07;KK%%4dLu&mVn{(r-Ke0GX{cBzjKX@l9TH`ee` zee!x=CAkOdQ@;eomGW^UvUw*vfsdBotO=dRd}#3cwSv#{vEcdO<0t$0IB0rYa+MPw z^7*HZ@V1lvv28Z%*Ygo?DDz9on2-D-Z@n5hJ_@EBjgu7T!*kC0?DfBRsQ9gZa&s>a z52y!C?vAGD@W1ZJo*Uo7%~R=eggGlk&NEl)!FyoX$mH?9HC|7%q$zqOR!Qf}h(#mg*LIWlIk3%o?m8M}w~RHa$a~$Bv03tuDh*cF(2|=| zY1~$EFt7SY;eKL3E_Kb<5z@hyv<^dU*jMoJFhc@Ff!Uy{34;@LgV8<7B&(^_KHgpTAKQr zG_PdiokP&Q4t+LKC$HGup~r?}LfD)jMK-=GCcpGiU_(q-_xC<|HWV7h?QG=OxNT_O zwn~joUm%#!SBwDN) z7xGwWPnB9bEr*4b=J)pB&0=Bt!W*SZnJl=seW-o$nuU3Ykgxc0eqe+J`{T(ve!t23)Si2<<5&n0uT}8=N$mD6Uq<({u!X(A)uoq(-omV3 z6_RYUo!-I?nMUGFo*A}!DjNYJu9`YZY%I*ZsFgT{je1>4UFXScybRi`GDD1wW5q{( z$4EZDDLZ_wHf4idNy)jT`yU^jty7MUe`erHfSTyp3F5QpRFkczN^_N%={~_ zZOlgVQ_&;eSFy2PtcV{@&S!p8{}zkQZ0wnn!x^(?BTPNaIM<4e(7xC*O=mVnkEtnl z?qX6HPHc4RY@=N-veDO@c4)>0HogX;J)hLet?bP^4v>1OZXcO6h184tn=KiW zZ;|?xNFTj_gZQ!D^M~wpHj131hpt>@gHx+JSLHDqITeN-t`FJhxXqba1U4kahTF@S zY$#6-T2o)cM(`oKqVBJ3807b@WV6_~;(jm2a|#D8Crcfnl+tmeiXQ4W6GC|MaM z!a?%S8_r@Ar2Y#xXGszrH!HZ&(zaNxqbPj2=ctcdigYv0a++Pb$}wz+eV6t-OeHx711R(a^U za^PWF(EN!?hSRBH^^lZaO^C;3UCQUzT`;3FjZz`XCj_1ICxyg?$ zPdO-a^N9WS9|zy`66^HKII!~D!Y%*@#_MKJzQG`IO#7H8UBkgYy}aR@UpZKLcG_yg zPV&F?2HWD=IS`(-kow)qf#?gRqt0U-47A>LzWR@Yg&E@V*QZk`_^_lrob)kE>+PQ= zG$}}nJi(bY6n-x;JY#4~LFg^dcw3Jq9mMhZu zLg$=%DNjRZ;{2VqWi(belx}S#@57Nhvo(!~{#rM7Xt}FBjiBf4RpHxdwB$z5Dk3_o zKfqZ|Y#Y%_Y~Ed2qOY3F*2tV8x=QSM`s<_!8itSUhLysJKGUspdl*LJvPj=sW;D@n zKh@HlqiDR;GZ9rLI%>qM$0zeOjd@1OyDQ22wxUdX;ekRL@^jx*kLA-?Rq@Q)W&`6t~JZCGLeD}{n??0V1o@US#w}-~SJBeel-)V&D zcsQRMA^x=19XI?#qm#Kr@#iqvf7rbybBO4-{_&d+<`8|9CtbCBHWy(=-cJ=~ana)a zSughoc`v6QWya0m;sftix|B!n7YP!@ zJ-#crh*5Of-%sq{GZJ2SOY8@{d7BhuLgtaN(3bUUh`!64(~)7#h5d}rR-cIdhxFLR zNMhe~Z*_qKvF~Wg`Xxu~7j&A9UNhq&>7M^8yA53QRWtqOnR2m8&!AJA%qwX#yn5n@ z{dHfQjSmw0osLRRHHiI^<-1n*8u|G{B>i#)mf7iggICEk@)!l8IB(ZNP zQhT$O_&;D}u&bZs=YX2zP#($8pqin5$RaMhH))^RmAUxy%FCsZtmsiqw&~*tn5+Ee*dT2m8M<$b6TW77|lK!$wtV-o9@%?kL3n zRQXEgwIzGJh1E13rku@s{h7ul3)NaV0S)g3f$GLp8E4)>V|XH>MWUU?=k4G0m%XDgb%)}K z9&+FQ+bEv-hTOMyx8*+q3dnutZI`2n|4MP|y+UEe{`;Hf;VSW8VKt>{PyAnz_iJ82I*qr5>JLoGy^cvY(Vm({!+K7}qnZ>N zCq_#}W0Gman}j``MB>QP&QVgyqFF#!m$d{UH8}JlYgH>j{k)ru(*^Cw=4gS3@83Jd)?D zhR>$v(pZ_D`ceG>4PVhcuf#}y()oIqnSGC}Wdfyx?$UVnd!-ha^rM|d*pW>9H(gq7 zQFWV!t!JB;KJnl8T3y!=@qa9*JvE>B@28+)u!`7kakxA6PY#WOOB>!5khxs@v}{|m-t^B>$G)%(m=2jp#kyPXb8(n<5W1nvndve0nf@63Kt~ z(X(C^Ux?j=848lEG^E$PoZ>+0XR}G?R|R-$mowkX7DRe;V$ZZx01J zkot4--LjdyN5_5?OjFoFk!ZCAuen?j$$2 zwWOXiswQtTp|NJ5+GE3V61Pq08FNi?4<`E^cGMvHN~d|jZb=&Ii$i^n{H0J>aJn2L z6bzJ_ziScVTVU7eE(*C__w?rxp1K(1x$rZES(R%udOuO1KkS~%B#hQdnCDnXp;j?1 zte(8n-5Y#)4TMLnKMHu~C|tX|u#!P&nmPYm=TQou5~G|R68?1yWUnTC+fz3*Ms$<* zrC-)32;(IC7B;P>(DYO;QI~Mgw0PM`b&B+L?r6m_3JvFmE-xZXSGC<7rbc1n;*_%g zrVu?g;VRuY$U)WXX|0C{j%iV~_?OU|{WIcS{Frl%4;wTH!T&LQ(qbxDQW=S&Xx zR&hp^WL`R-dM|4pS$jKY%$-5jnMaD9-^6jyw>7Hu^La9tO|w7u;3x;r#%EOTCM-E_ zP^d-dd+u`KF!AL-+}yFwQQVMcV707&^<6vUyQmZ>)MfgJ1 zv+rsg8$Qx^Br^#&y;O*-CA>2AI_mzfqrQ9YFY#i-jO)0enXv5bq45MqHe8~tL(&QJ zxB9QGCHjc>Prn>q_7bJSG(MOavOvBWZxkg4YJvu8!O!{_gwdCxbrBXB`yytqO; zMywXJ$u4Y1s$G5m@ulrJud-m#(eXAIf0@ZIpWKcJ7q6>6*=?9_u3woP*@htBZYSR( zZIG0hYtw$R4H`KyKDJBR5S;ouYpF;Z(#KtMCwH{ss@!@R*3 z*F8U@GpP~2@=L|!&op9cpX`6{f*X-`eck*f=|*VUFRe(SF*f(5FmEHzC`H^LGGOqzi`b#bvZ)|{M-YE~otqnNUUwQhVOanqH_Cr^> z0gSzU>E*(DTz;G2U^h@t=6TU~`-AJzqfpbD5MGZt(>8}n@2JO$1=eefTM_o;bTKckLr-Fws@$hKTq}$XmAGGrW{3UtO3&*s$1KIh{dgV99=zS1 z^Sc%*NArRe#Ov^E!2Wx`is zX3L5^CbpltGFyxAx3o=mgenvL1s%t-mol;9r&Vy^5+*K;itg%M%!Io!OWvrFfzonO z&zbcM)Ye|`29tq%tJf6~lc)*T2Hh>r|}SEqE% zE+=b+)`Z8U47e?B-^-C;;xBi*|B)$7$a*Ct{t{(kKRbLuum}^QRpSitaRz?A(|md7 z9|KvN4NfbJFd%U@RQkm*1MIp7O4@@Al(bdP%o$){_S!!(CjAU72n@0->0w|)_)(+v z-3%~SKi4c0Fc9-uBf>X;iNc2~hPzHOp;WW2*YgAugMO;h(>oYQ&z=-|_!tu(u4__R z%?x}?mzm>tn2DtRo$0jYpXOdMJB`u500CW4AhPjC4^ z@;7~U(YG=tJf+U%I)DjPym)uo-y`ESqdw&P&pS0%4P`OW zoUE^TA(Q;?^wNzI=}eUF30@GDO6umF<0-{tChTvD{avnKi{@FGjv(QvgVF`)zbjP(@StL$gf4h%4iL*8TfNvd%Q#`iu zfM+n_7Of4VXGuMeWGsydWTJC?ik_D)6B~*`JfyXmnCdjLs6>+q=7Ey%bLvdAP5U@+ zn;H|DwOYs4l6s!Wv%Bl4LeAr+#lqA@O!T~yKUC4gKyl)OxI$9bTIP;yaYD(4jnPjV z7*H8w=6Df0IbXOXV#z>e_(V>U1q13w7XO(<=)JZ`Y}kx}V^vw5H+pMOx;1&vipMp8W(NNLtOSkp1sqxLob0u6(qFE(M^tr%=C<@1Stivi2$ zqlac1Fc1Rbs&Xv`++>0Hl72dA6$_i{He_!-lx z-bL$#nsfh-W~^Y)_$2dv{yYYqzwA@1rZM0^w{N$NV-VVXp?}~j1{rk)+vW!`I7^C4 zX8VYNEUTF5E~ekjTmA|wVHjlMR>w}ZV^DnD{`KW%461pozTUe;hu`n}nnTU#a9?q` zD8+~lPgNRCib)t)mqe>UF*A>T3A=tRI=pzQ@plT3fvw@LfsHf_!gKA{cPi4Mu#|iF zkQ^P1eO|ZdNz=hX>0zm*1RWfN$%(gi(IMMfDeMW8_p+8?SUf)+M(PFAi@52)DI5}1 ze-DE|WyfFd|6%Z9vqtgz9}K9JMaRvbOrFD2Ny3X5+?)>UmY-#=+uJ6jJBfk9A#I0C z-!S0X&v@hd8H1#^$!dZ97|6d&X~wGMUsRGBWM@c?z>I-H*I$uPGBQe?@4wTsJ@vKC0@ng z(5A6T<0WQY&wPGj%H&;N>-gZvn18Pj(*?tUFKBPg7+^T?=c4~P26Nr>eO-nOm>u7cE;z-2?NxI{ z$^S86?OOnGBbWgMD=%ZeAO?_)=jYLJ2JrGPy$Sbcz_Tucd4Wd^@K|&A?o(wzb?Nom z%ZC}zGOhEZU6BD%Hl*Lf?hJULf9k;jGIO10Kl0>C8NkJY>9H3xU_E}rswcbveb6-D*A4q!WHOf=x?w3(i}BFD8_cWDJJZFwL7||k z|Eg#=s9qg;I4aT&_S&7t@D|#7uebj+PJkA>$7xljTm0P$=MB&J>tDMlWsWjBtB*&oB{p( zjHCE747h!BV`*`P4%gh!>^n{dEIeM|nO&p9g?>t9{wf`|?VOS=T%yC$vvahmA57nD zRcV`3bQoZH?jkfs2ep}8rM;_N5GOnQn0>JeW`6#v9+>F@!$(yylrB2B`wE6+9A!Wc zZqB1~s0$9VlB`BPc7ceTLBijjE)afWefk8w3q-N*#$IX{JWlJJU3=FB_(bpHgc3T8 zM`51t3h7|f&uS*btP9i3{1+&Pna>}0!VWwg%x4Dl9;GwKmxZElCDY;kLej|%X1&Ugu3^G0@LGx^tT}v;Tw$O7%-%V0d>MwMqkins!XdR% z+W`;KYJ2%BJK(FqaDY6i1GZQrfBoVPXz=CVXP?&r=DG%(0r(E+8(i$ir*%O0_zSI$ z#142iJJ%VqNrUE-;+ej3E^Zn$c`r@{K(3L7gr^FNE`aDOTddcV5Ma9@mE zC(s~`^XkyQdKy$K#X9R&)8NOOL$(nV8WfM&yABd*;7R|{sw7MUb-qek5I+sHJi=*I zZWTa|<;V8Z=n0dtUxag_}gvLhEsf6WkxDaOM$zmsA%OnxaEuv}ja#J%7jC z;T;wB#!k0oG*Uslba+eaN*fnO3b~kU)lTU*q?28HxkO3A0WTkUP*)S3# z^GS7)0Bm7V`)!2tK%(~syVp-VSW0+=PS}^g@I4=ngy*?n=Vz5>cPIy3$p#MzGr6$i zw%FGZ!vbh1xv!=1x)5|@JkuY07s77pWlFX*0j9>(i%g#-!H2fR{x#bm=*bJrlT3?) zV|u=d+_-G`mxi0SV9f&=##y1giem4li1HFHLgjakf z2s|b-9M@KE)-0x_t#j9#(;j*y=tOcHZ%|3i90$0{Use6XWaB}eDu{|dWVbijr zu*M|=utuK+9myD|_xyHc^+_0fqEk023L`=8fXbDKJRA(T>m4}Un+{cUIkl3>L{JJ8 z3UA1bf*s-p+aGJk!pu^|@XJ&j5FJ-I%Vv{dRgzoiUI89%(P+biQrVEg%f)hTF$FBt zQw!(zy@2W%yHlz85uh(@p~*2B4)KKjcaGp`Ljha7aHkRX>~zH_uPZv(BW# zCoEktPUbme7yJmoR|i8w*}VVoo?u9yEC}UdW%@fQMWAdChJ-JnrWw-FFp$9WV4)WW z+}qu%-lhh@dhS*`E6f9?Rn})TTztT{NTm3Cy)&?frJS*lxDQ{~<<%k+f+6{lL=c6OUpZ~=3?^FPg zpS&4s432>9ovHPD1Yf`hvcEMscnN~QX-{gD2{6vo^7oyy0KE=hgIO*oSnCXryM}qf z)zi|lq{JuCIN=JvFg<0qd+gZ}Z+G!^k+So+TM^nhFlh#Z=!<2W4( z^(ovtF9wH$$I2t!my<8Ss4kl;@IXA^Jad;zEmOdxvb(QnYX;PG<5X)b6M&;pLo!b^ z7QT*K&fLEd3;VpVQ=uwxp#0*b!i~Uq*j-K) zchHgm0B1m$ze@jI`j+u72Q&(`l38JcuUqT~zh+22Bnu#GmxWB?nq>~Gp-<o^8xNwvSRBt5pE+bKbYQ z5C~u%bw4sWKMR~uT|G%Q0|JUQ_XH~?ftX*6xmkETm^m3~*cB&$gi&SuYnEgn{hV3x z;7J3XaCd8TJ_Sn9-DC1saWIvlWcy?|7NkGQPgC9E;PYgwL;6NMWbm(*JK$0vQ?fUA zDm@Df3lzu7`Ln@5aKfk|77tFubTV%^4pe-9WOb%Q0B`o%Qh#U|^ykc-9e5fBnwy7H z9HO5A?pM&sClWZ=arDi!zg;SLW?8HiZ^wffZC*=&+0SIIG$s6Jo(PHx57+pab*Pw2g!I zf=tcI;%M;W47hhU4F`RPcfRN!Nq`}#mqLzAT{^-FBjPo(U^$B6rM8?4f39hC(h73G zDqQM$@4aN0@TW=<&O8TekMqWnyPtvba^XVSmsqgoG?BGwNd|B6JVXDZSs*TVhDCWJ z2NW(2WlBRXsBC;S?%&7+NwKbznuIivv0p#+@=_**-cHoHW`Ku!-;vW?KL}v_>hgrd zTrSiPe13OnIuE3?ejf;WSO8~vLe=8~^Wc}mPv7-00`U7@xT9xEfW7_lC%uOWV7nMY z2zAK=SG#vYcT)19F7c%P`^F+r5PkPH=LZq;yc=H@r4nJn^o3T++d{ZWH4XW9x(GUL zbj?-Wi@=f6-2xVXCvG{o?O!RJ8&J<%QYwQxwGVb@iju);yr(t(9~nsQ7F%=c zDNwyw#%^?@9KxPl(v*v1e!mtGzf{P)PYmqa?Q*pQjIWj+ZjB(qiZjJF(6SUJDw}Sm zcb9>P@Q?4$jmf|hajwammjd68x7?YPA%i6P+x|hP2<}Q8jK?41T;5xmnk*Zh>PjGJim!6Qoe&;IN3?~JSoW7f7YE=$$TgUhHek%vPi~g+oW)yJs zNw{1lK?IVQM_kK;BKUrMpBQIGF>F2@NXx(w|xW&oWuLf_S_}| z?i0f@SDpeM#}4mXlp{i*lVvNPXCXXs^)LJ;R|s*fn#+9_g<$JIeRTd%5#ZNJ?4yOn zV99O4St3G&1BJ)@r&!9sBj?!ff9e!)mzzI;Yb624pAurCA`wp9YWU*%tOU||YBZ+V zOJL_+aq>TW39SGAAU}pmK{5DmS;II95^iyC?G&egvtUzE`w0rDebao;h9iOHUgK~0 zaU$G29XfFREfF4yyx2EyUJ9X`rfIHXWe_;ZpE_7XfL`4De zZ>CNyc3H}MTqt0|wkERMo(v)d3r~f0$RM5Om$yzN!SmeH5AAwM(3#ukX~aPWZB99_ zg=i8G{4F(K36fxQ?InSxUJ5R)wWCpC#qfqJ#$e8`2t4Ay@Bivw1XBZ0tx#DExm6u> zm1{%@@OyJBqnikKw(ND4PA-KXI9%HL<5IX@b)V(CO)+>0?v>&2D`dW>p1&HA8>*H{m#dMg|-5I*T-~NsXbY{ zbzdGlI~gT&vaST4Ok}9p%$9P)zoYs%-P| z5cu)??_$|FxJdWeQqC6(w4BSj4Je(L@}?EjfA0uOtC>Sa_xO3LZY=%mhwF z~aL2R1PvTar076sR%Cd2|5(cpV)WPN`@IB4(svN1^T zf*6-h?5OQ!aQJfkq(Z$ZV!XT>&-=szIb^ELsqD5vU!QE1t~z9mSiGC>ocN^8e2*A< zjvD$xx=QNc+|giQ`IB|WYxO*s*Pal2&UzQII6R!K#(Sb#_4Ch1NnWV`=9YT{$)0H8 zCvsv-cS03{bZtYeY3 zrD|Y>R5Yp;827f$3`fsbSJrQ8hak<4FR&*&4#ng1gi!cj>8G4NpNO=0V@t^52_S5o5Ua!8Nx5Vu~^i)W^AS4 zlY$DjYus$_%|P@H6R*(8OjKVV@U!Dq7TWY=d%MZVM9R`aP298WK?9^rBl*Q##6QDNLHWmW|x6^fRKX2&m7>x0d0bgRZ_}WLZ#h(DXCv zW19d1dhxr=YqKvKP0gGde3OMo5e5pmi5;1Up*LiobSDFOEXv+LoSB3Aw=}>1t5kp% zEY7#aj})M|(&pp=<3eQk)py-px)AkG>U7DFnBN_j{Wom$kzRCK;;Tz}X!RAD&nGq) z1)Frq=!fK>2#Nnv?2Z?rX|q2DU*w6X^~zjLp>ipbe9V8?B)1fiCz?)6MV2DvFUI`4 zPZ7}v{p}kW>?O#{{hq7sjbh|GRaOf$6m=AfZOdmPBZDKs zR=NsgL_U=fy^|TEIsQ@vnB)4#Bt@Kp%aGry+tV|wrO2-xWkGNWYQG=Y5pb^vE!^r3 zh`dmY=nA{<3_dPHobg{(=Yfo>{KNuZ43p7(n2-zwBO~;VhhVdCSp{XcNlQ^>TEeuBq?nL^(>a zvGPp2Q;rUHow5(tqM%geUC%!nk3FRi>8w8w@;z3L96zuKZ?`Q+)R;!~f3lT`vMoJZE|`Lv!f1QCK9SJQiJJ#c zu9hMVS@PRPB6EDj3=B#rD5mPC=<7WcghR*4oWm5f4U=saBb6inF&0~q7ZjubuP!Q8 zkWl#{uU+gWM3nG%yym+B1;t(zO~+N1BVQJmwqH%l zQ?uA)Rs#{qeY+mrPAEbl+!t@$JzjvmRgQkSi1LxUdcrG%=@L|!QhaE?7zNRrS3k); zr=YO%p0e8c#rBJ`0=LP?>{N!-ySHRyKf3%<_AD7qZ@+zTV4(~}_6OrKV(QGJU1#ypqa0nb(o{!o<>(dZqFRG{IeM2xl7A}2^fTF3Enz1GX(}kvw?>kY zHr91vZGenutl@KWLKSGGvqahWM+Mp@C#3wMwE`X3cHmX*n+l{dK=n)9Re@p!BNu|T z%Tcag*X>lMzwD#f;z)A^Qg_mC>2d2CGiT7DH8Ib(B%aj^=0&Ezl| zjjTk@wRIa_eHEzi_i^8ZYgNn?50{9f)*x+UD9YPhgDiEY5>XCs9k*3kpFZ88f4vby{5VzDZ7ll=et#haNcU-b+)zWzQ*^Z z*x%LYMX%^Y^_yy>*iY}leW*wO68uz-`@Ke6H+~R=wO^x;r7=Qrn++(pa91OZ_zJDh z22DTTT93-PDrZR{wMZC!9-h#zLHVjw+x?wYXzR!Gk`<9PNZx03_(f_xnruJ!>6*_g z^v-(ZGtu!C`h8}yBR{boNqR(wdT7+4(ASKU${{r5*9k9rN=LaR{z@~_Uz{k16jgO!rAbUhlqQBQa>QHN#+%#wea*P&`Vwd0+$H7L0) z;+e2VH3~b*e+uoWLW#C)t(yZCC|yvDERb7{dU)#^_>NSfv$UOyEB-aeCG}AYXLBuT zOkE^tMAf3?gQ+&ypBfaWbWDc_s?n|g6kWcZuR^mneDBBDDv>LX#RuC4=KlNC_ihPC zK`S>;-AHOABX&Ex+dqUWkuEFm@4I%@C@>P&nk`g~1S+*{l**X%eI5$y4pyQl@3phD zOfLMZw-4pFmm_T@@2rb!WJKRF;y4&hLKAvPX^ttSh<*LOHT54E{SN>D|Nj)1cRbbq z7snM@S;=ZiMk&#vP&q23WQ(%0M@BZ8_j0)x7uUVlUYBH*Q6!;`P+EknN=9kxYbGuI z?(eVXXovo_8qRv4Yrh%PGpL7er#!)pyB?aQ?HYK^ZbFfj@R#M~ zI#`}Cv!2nZg=s%W%b&g1LB5>t>^P$e-rrgA8l_f%NurmtomDm5^Uy5L+;Rg3C%Iq# zS8)THTyjr&rrm%_J1q~x#ySvB4iijzUjuaCK@;J<*TKwgm+maF5}H??YI-SD4!n}z zO#67RLg7G0y1iT#1o6qq+%H&+9{ zc3YUwZLftV_f8)W-cSSkKdoLP`0N@qW@_#fjjsfw)qX4c!pfn#j^ycdu z6`;LnCMFeG21eSQTZKMc0l^8X+qrYa(A2u0b%du7-kOBHf62-Q0oBxlfs6U@DtiINQYnyB^+f#*b166Np%SmCaFKSf|`ZjTo`T}tA6PnXnn*&cqlVZR2G2vP0 zUsG?+bolG)pU8JR5r%~Mwjbrl1WK=s$CHi%aNr-{kew?8qu-;PdTa`JelO+8&WB2| zI`5%|Y+yxH&X0;SVa(QBR#le<_)BFX_9q2eP7GXlc#jHOtslvSNaO(5N9Hb3iy{!X z&2u4rrV#$teoo-NPyls?%@wakI~Ls>w(NO+?# znhv7Ij^1illHhw%8#PNd4vrg_cTY_PL+^j|{ZfJcF#GzHnDSg2Xhm)2$yuEZd)o7b z_p@pA#-)O%C<}O({*lbTF(Jn%=yCm~bQr1;mbiB{351?kEsV&=0X2g@L~{=Xb?05* z%A_xXgypF@vFk}dag5IY>dAnKy^*b&7a8F3!$zr`&7RG{%68k*fj^9&+ju4sUX_bq zF|8#6$NIcKrZGVv6I7_Q@Y51RqBRIRqJp5GM~owKfeJQ+jZrJS3}~3R)!S1>2jN5! zRTY_ZSn**<{QrBcxdG#HigA$bv+eZYH2Zw^w>$S2*@DcfdFFzF8QLaz7~@qU=nnki z=Gc-BSsT$QoQna=hF5q0<79x-mTiQek?D|~U2Sx|Bnc*To40>2BElKhjwDa}Aa>o< zhJ(K)5Vr9&I#nLV)y{rIu?-2JxcDne#*qP?=G<1t<(cp*d@VI!jtS+i+k~`6(t%qc zBDh(K3IR7)*4FjKfjr+`$t=}ypj?ZHpLppEd;bd9DYke*?n6zT*g+~>PG8wMN@T)4 z`)&4aY#u!6NO@(>Xd3=v&7VYuF?&gM13>~1YMR>irCoyFExNV3YfND2 zwd9k#y{DqaXn2bM5BV(bGIjHHrh$sgjNb;@(bG?INj z+2lR$s0K8e)f&UVizq{PARnAH#m(;B<5z1*P`8QkSV1lw-bap$eUwcHx6}QnejQGO zDzjU<4{FIEvS#t8p>Gt_Er5QVr8~$3gu9)ou|gN2?oaLSgV9B1U5#j}Kb|}9=zn@C z0_3~4KIGJ(!tN)pf6S^=;e!`LQdTVy9NvD5d!`l#T%1qdI5LBPMZRT_pJWOqGqDP? zmhPy-@vAknJ`8)*AD%tFDHiJvGur|yOu=F3?}p|!A`~X9y6OHe4unkTudP>+K*VIr zqlla+Xe*4$7V2U96<1YO9%h1{J_ph+c?6>$eV;)`KM^e^^Ulg)0@s_UV*LeaiO!64K;RYm`{lZZ0M88oM#6#Vi_ zssFbf4a2+k8lE&x!!x4h9bZ`?IH7bjn`(Re zGy@cLQ5l?TnMuL7d$QL=D$udPelp`?W-R(8-(MQ!@s4#?7Z#2LNE5+AiY zKHs%@c?L3kAAv-$Q!gTzY}_*pbIAT=K=-4x?{!Py5+ga2>cUe&k`Su$20uF)-X>+ z%HA)IkL!YvDb?psGV+Hbcx~cleHa8C@3{TyMi@}OZ+U3k5da+au2Eky_krJuH&@vW z3q`gxU9$TgfvO_Q#~zQxCyA|5VzX*B`BmCIj0!yg3#jfedV zNYP*sY9y;eW7|F8F(g~$02A|^rOxNiqsVf1i}#x#)X`2``BFkej>dKV8~=+(4tER) zN;1chE8|O%qM>j`dV1(fK`?MV*)|%Y;SYppwR2qgI-tFhc@n~WoZXm;El=vJNg8y# zrqz^{&Ygk28r40CTx1MedsSb)@e)d@-MhrQ*#$XbY!hy8bwTR$l9DQOe+(mVZ7*z( z!DVJl2bqtIW}(C`|KU_Ta#?S=^b`Y?U2bV#n@q=`lldi`Z2uLF1}ASH_eZWvx>07E zg7BG9k3iqC2>jJ$$#YVGgf!D};b7{TyH&OA zKQnM5^snrW4LN8fuCpW6BO9Z`KR6|jsAz52yPxhxz|FZ*4)N{;l-glN-INxK7s-5E ze&|xz_g7b`+NELsFW*Js0}RwP;ac(L%R=wZWU-GuIjBB!T;&asj*C%xS_gvT@lOiJ zq;fBQqNAbPkKajrnW)HI z_^2J4hKrgJ8HNc2Y!dHG>>s;~+UKWjH@>}$ojR+yo|MI4f6SQMI(ED%0x<~+lBsB6 zKGRX1PRA~z&Vanz8K`)t@4eh=GWLG`(BxEo346y9#HOEk<0G1VVtJ1@idY4)dY6te8g`nwA0x5%Ah-7T zj3qXujX1{`J7UwL(-9d9-bgaf%D)&LflD{H?^L}KkNGtlHfyy}@zB`>sgRH9D0#PU zSonShl1Z)qJ`!j+qP3LuY->20T!}F}mu`v<#w|9F^G+hIbm+o^EJyUFGPiVk2H^my zxjfmEh*QIx@A>H_qJ7t1_@1Mn^oi zL(<@PlOuBFD{dNN_~YoQv7I?h1dP_7`LQ#Df{LG9tCO##p;oS_RjeBmBO{oEH&Zk; zNwVMqzJomOA%#GD_tvyRKu` z^HBn)d(907mfZ@mktS!M;y0HO;!OtXJ^a`hJr;}0))pIMxA|ekbH|4|4nF92SF+4G zirs%?v--L?3CK-w+)Ld}MncZPS511U=$g!bBg&YLyF!JfG@fVR#iv>Uil%hbK5n9J z+eyG#(?9}~>4P%YY$O}I-La0y@5L(d!M(TnYJyzD@w(rHMt~y;ojhm1dJvQGQe3C0 z}=_s@V^gpG9}=>6W=_fyAp8Y_VaUG`%>^#!#du^ZFFo4=M{WbN5ZD8#mMtE z&d4EoJ?&GD3Ucr_zgek~29t9i{iR)PaPf|((_80YY?$mSRs2N62ECU}gTjeejXqP2 zVlQ0#fGho#TpGpw%0NxbW)yFUSfz0Tg7JGerpsndSTwrU9Vn%O% zP{cy<*_5O1GhX(*pt0)PXZEHqaAL0sIoo z{@png16ywd`pOChPY-_(pR@7qWCXff#~M_9>ckkzGK3I$r6pX_!|JdjXWkD<0i0| zvFXy;8At40aa?R&Z;v4*uixvs#X@RvuCGc!Dl}gc(lqc-h1t}A+QUjzAef2=u62or zu&Rj5g%e@Wt5V35*=Y%%UOd{FHQO4Qf;9S0`&Q?BNo zNQ8$jKfARJ5`ll1ZWbp>0`HaT6@IG_XuF)gLF$DW5L&KYJ)P=_qo<`w!_v`Mb9_#V z^8y7~zxH_xu4e0s)n3;H&S0o3op_*rfCyuTY2N?pVxcXh$?Tb149LI#WA!=N4+!Sp z?I%a}p?*wW|FIqZ*yg0VGes#Hr&A`^eMyc-npnTO>TZ9utw?d$5Eclfxvd<#--d%~ zIL~t2L^wold-FmkFc4(M=haf{M8a({ zPSnrujj^yqDw#aL&M^dZytgH^UI>ApY<$MUrc8r+d;_lsm`IeZTV>CFPJbX?pC=Rx z*A+Xv-j2mc^>M)|{bbzTshE`0Oh$+OvZ1KzxokDaD1Q&_H^_7l+aK!R%@A`{= zVDezz(<;;q)c3cBNiMo!!|ecBl|PqJl;hY}pHC!Ioo=q{w@OBbr~eL@`bHzA?80|1 ziVG|nKC~O0jsQ}_={;SKqoK6kzf7bd0`vopRTW2Gg0@^SEo;papgwirMdy7d>^$5s zks%R`qyMO)F)!J1U72KTzvczfA+EdJx#D4}Z{||jop{hZqW6ka7Z0l!ebfs-6G8uo zO8)Xh5G=3fa0=#hg0{yOu5zrHpmzO}(|cCDQIT(a(;bz|z+1ZCwBjrk>N;+%^BGQo zT#W;QC$dwaQ0GwLr|u-+?~_OxO^5|mW}dQuQXsJWjz9RDWeOrzjOCZ+7qRWXy={Mu zPJ)2Tl~0TgGMp1Q>i9t=9je!BCpxitP1)+dg^M&u`c!Z~=vX3*i2v7Qcb5oKQg2L# zBmzNZSNY8OW2Qi9d7Ru>?}D3!8i1OKJ9tL7duK*~&| z?0Y^P^xdzs7#q{z;FGF}o4OPTQ;!mYXd*Oq!kVZ2LE!L`uXaku8CV}vzIg6S2AyOR zQMK$05W6JSRo|Kktg29B+MP^zoOge&^)VAd%-h}0EYRRitc#ZU+GP0MnlHTgn*=7C zi;CthT?PjuceUYi3N$EsE;Qt1f`GYrw%$-Ki1Eu-=w{_XtL_$A-6y$_pX0vieN`6B zJNn+;<;4J%$C;@H)-({|`02INngX3Q8jh0#39vM~g_`mz6ZkgmBW>g_f`5Nbr8@Z* zL6Fu-#x}kp_%%VfOCja~c_&}Tn!+qF5Z@Kf!``<~-ha~)Y?}(3E-WV6S?zdzJe&oxZAts&Aez1TnJ9~n&@M~7g6KjiCh{OW!Eb<*d;+gxcZCd z&6yCawSUaqj|I|{#p_F6#UK@M_uuo?B{2Nw&-%w|#o!l|Cm0Mx@S&Uc)x~eQ@NSQ= zgM@b$P#t9^z0w%aqv((~B#{BK-b>T#vsjS-bLT?kg)1P!e4o9F%`YPIo7OFtz&pnv z`&YY*q2f?_k@KoTxHmBOTRkEdgj&zX?qKKT?5#VvOB=s{zfM*@A$Fu+c zKanlJeRMNmTJhJ~gj+PYw{YOF^LQfsP|NPxv^E=Vgl;z=C9vRq(hs3~cUVBWxh_Jj znFV|u9<>6JMX>#HV}$yuTnIbV@szSH6G#&uzN>yphdZ4oLPz|Qfm@`FMJOkMZD>MB zP;4d`&RKsixLgGLFVINc<}6Tt)*rPL&jQOAE(%VfMUZoid2G5p7p8)pUWi9$!k@)c z3k)6xaBn*ttL~Eux6hdGrnJzY@nob%133?lg&y21-^c>1h;DtgI2N4a>6WoIVS$T| zTCjR}0h|{0_q(H#0|u^K7j;ZBz%TGh@}|*rXr-)qF6@*Fp8QdJv|Dmv^~;1Hy$!`M zEaq@`Et_v~7j;0Y81CmDIi&AX1ns8ZxMJ?)LjMf`!9dYWaG8}5k9wI7VfDdZcAia! z9c@QN#17M;#AWXCt>6OiZvAQa>*oLcI`GGizyiTf(TpYUB9M`5*+FCL#g(H5cjrgg z^&J@HZo|QVCq4P*Ckj%aS8%M_!7v`8tj=56|D%HxPipMm>U;R)ZS?P6 zMWFsGYQQt709v0MG5ax-1JhqcW}XOVf{%^nyplQ{mbeL|;XW$dHN}r(dK9qH7i|&A z$%2U3t$kkZMG(JDXA<3tU{Z!@dyviPjLgak-vZcw{oYe$xg3y6$Ou(?%LFT?bNirg zI>Z|9$XOyJ!SNaLNv{(b!0r6yzmVPnNDBCt_UmsUnD~;Y9c&)$E$x0%k`Ik48v2eh zIl%q3&&eW+3Eiganjf5`!MjMDv{t9Udbfp~)QBXosP(^hO*#kq-yTjjaVUZ}+R+Na zzYF0;CI6#XrRAP+D*cJ2AcnIQk?%w_&rIuuje#m{M_f~a=lqEvMP-0{Ci z>UCr5$LA*9@^OzUWHFe3e% zYJVn}6^k)D`ZA%>a`A#rWd_KvR~g@$MF-xCc48?4R1gwa%x;Y(0kiny{hgxWKzZnY z^PQh3oH=z?ZEq|QM^ruK`~K_C!u z{J+;+Y0zJGelnF~DlWx8E01N4p#3J9%Z!aY_P%bG%m zA@lfE6xCFC^mVlxZ7Lqbsv3IsoQVeBvaZ{vpV{;GbGN&O{}f>9<(FV-M-t@HMC1;% zr^ATCeEPf`9X#V#JGjf!!Dx%QgV0hc%ihwNb-4<*5ZIKFUiYlrx@GDo`%HJjdmfNLH z);c6W$ZSlON<}R6et#NZ%n=M6kTzJ#YXEyC-X1=!<%zv@^NQnhQAm67>zfvhjDHAx zF&;NbIMMS}-!kJ2bY2sXICVGzT0QnQe$|Ws%DkkJ*|9JXQM1B0B=X zVPMyXlKX+c@n-6?e2)|KUW_TW*Ld`w%efa?v!=n1apTb81<4 zNywpfz{rE8jH5xO8`r7_Kv4LkiQB;dppbYZsbyBIDvruHC`AsW`H&ttL+|4C`oT=fo3Tfys5MaaQ41`WfrpMYInN} zS(n-Na@WV~`f~z{ZKr9(qRXl>HAQX3=!L7z_KQjP(?mCAJrx`8lZ zwl{RWjy|aS(70D`x`@1oN%qPfuXlL&L`mgRAth2|rARc;R8kq=^Vjve|G3X{o^xO4 zI_JuX|MM+%rw>jQ3vGYag_|iEmRQC#Mwl(qBwsb~J!f{jlOyD%hzojehoaD?0+Ze)g+;25c*1I)`yj&$#_tF&;DSdqf?{PKAZMrA*d; zH&Fh?EMOix4&EBCe!1|E;+sIfF~`^qa(`1&AL+Y6K+}0|QF;^wpFX7Y8%AQ~h}C`5 z2Ul@ab}1t(F$qJm(hU(V8KAydHe5MFj}2I`2ETo`j+?%hlYsWX%73o9(rm27b#T#ZXf^?&+w$sBvS!^gi>i@*N5o ziEm{^@g!(@3;xz0AmNO+;XCFP65jrZ^!YShf-BKKY_B&{&@#Gt>8&NDXg^z$rYfT2 zPf-l#*HSR*s70Cf!p_v;d{R**zmM{XO;yOLA!la_V>~d zr&joq^NWrOrGLVf{VeqHJ-!5PeXWbl^O&H2vr~F@m5n8)U0Lc`TpX-5TvD@#kLnZZ0UMw2 z(V}|m_sB*zk~qnc>N^?e$$T2_N#K@7{o(oH43zBE=zo~Q#I^Oi7j_bH{(j;qC$8XP zmXFnCRyPkOMNcI4b_lR(;hc8P0v@I}d>hiKWx{>c*Nb(NbSzYk$@XE>;qmj2!@6lY zzP#>XPzsqC*?&M*(wL2>;*T|FL~+o*Nvl3&D-YiWr?o;-c$l+S!y)cF6PA_Ko{bym z*t&M$vC;uLhW=bwqTNY{k)ok$@?Qqlp3S?;|H#6S#n`cfFE~(XQ;P8??)x7nZw-7Z57~g1xabTfdj+UT5B}3m~d!ntnS**gsGFF29G%Z zjJ**sr;i0+_QrN+M-F@pjH2GZ=fWt%n;EUi2e~c%RUlEX&!mk~N9+Z#owej?XaXB& z9aLxZ&tPDeu!TG46&?F#wD%OwWI&{TeDlB*17>o2745@V&@-QEFnPyDa-&?idjuEj zmnF@T_TpoXNH@)y!bNw{VfMpjA`j`y2k*KwaMCS8u9ZORB)!GeTn1+P$Hn|N&P4V2 z;?QjaY#eOrY`II^OK$%<`I3n9%<3J}I#Ga{HJ#7q&mi&+Qmrb}WJ2rXT*cQ17#KA5 zZJ#%nftxNHsWLN|s9WW=;CvAap|d5l#|$}WG+LG?{hJGan`J6ze2M?veS6j4Edo?K zXqZ~pun|+9awcbhjw44aPlX;K`b5h?V84xyOov4(%RkYvv)u18Nyx<0y4|;eRoF;> zy-9!K7zdpF@5)kU@NnYNWQ}+*2dBdHwgoL=pwGvsj&-^e)tqL7)oV(zp~zb9(c@Bx zl=}_+k227I`q99^Y!=>+R&sS4+0af{`=KYEiJ@ab zJ0dN%AE%?9KHjMPkdB6Pkz;d=n0UX?qbOUIjh)kj^N+meU_sRZ_8^6a6<>EXh%Xnw z$T}x1HHZVt#QZv!bOxjjeZF{lgbuRl2F^Spj;Hwv+JU%N9?P$l8_&Ef_F2hS>OUH^>^hn~mxyid__ z_vl1RZwLcFR)34Hs$!ycbkDjBZ8kfK>I9)4AlK1Q|kAeW{xZvTOa zCptfSb(p2dx$L+z^HM1!JH@E8wMudD!KdJe2s-98w!f7PV&cKPoAuc&HXKb`A6A%i z(S8#*2MYLDvU%|S7dIY`hNMi>`k07VQO#l~Fc7iBc;Ayi2I}s}=!MHLA^BhNhm=Sb z9Q?fezXWiwv2Xq+??N7yd{>(ERS;nQ%w4tQSwc9!Jh5Qx5FbmsY?HNC5;`?}J!K1r ziK|qJrI%hZ@k6{Xq05nlPbVhK_TOj2fpxO~C4-Bqpq+N&iF`bjOleH75TNDp*4L&K zA@Z9q4Coyq`reB+sVl+7D{Axa;k$&+?2h%#C(tjmj6_``&v`NLxWPn! zJUKT_@t5Qx;#6?EsWumuoDos}MJ~k5$}{Cn_}Giv9!5G%u7)O zu}$v`R*edQ!}~+bO!rFKbDm6JHo5L+eR%H+b0wFH&{d|WiO z+S8IEKuXjS(v9sxC}wdqomPrqFV-xkEF%Q1D$Ouw85cVws}#;1WkI;9KJwTY6W8O{ zNM=qD{U~yS}%!oIuYZrS+wzOi1avd3@%x(029oNtt|tuSqp?g7*`A^*`}u zm6QM>L1En4ECF&3X;#Lc;2?Qq`pf=gCO(cYKA4q6=vRx&@i%Xnz(D1z&#f%HF%sWR zmgPdPS<`Lw8xJ?kZ|~a@D1g}D4j&s=A%YH7J^W78@mt3^aas!(M+CKA2bZ%E*x0&j zy(JsAybhVq)ogs6j4f>=-s7A4&-)kT`Ka4m(Ulk>Ke0QIIj1J77kG`no^ilrRXeCr5y<8!fW>(Q%D z%lXK zeI|5&?jFYCR)TNNyOe9n_$UuJyhF2r;9H(X@7;1CdQSVhqF4m+$uB!s2n852jBZk_ z<3h??OlxQd7c(~VTyhDNGA#~B+`_~5uXbElVor9yuGaZJEx_E!Ln3dH5WVt|z2D#l>6C=My}sv>%Mv z%fTl-exKwh0~0xdjJPulXqvs#b0;vSTXoAUVt?s*K^y*W6B~?)OScq5xDXmVekr$? zkF#E_Pu9l@Fg35ca!$JdW^}be(GLzx*J+LLGl{v^@gldMK&rDt{Nfu#p0yO7RWG4O z`7+n+&T-KB;?0>MBZ9ZTBAplh;v?az-Te1N98dG|>=pS0f5T{o!4VwfPB%B3)G)D} zbzUl(z&A~Is@SG1tdkjh`CN*PoF55qf|@v((Wfz(X2QdjzTPiJm-zTq^gEFiCxBAL z@cUFZJ}_#zi9X0eXN!WxCSsp?r|)iw$>F5>-GanLoFwf&Z z_sa}~#giu}gbozV?XZZu!$zsGw@%DDE(Y(3WiJ}y!G;lAcUp_!W6ksZ&!ZV|lAqyf zv7i(eW^Q;=M=T?|-l$VXwfrMd;S9o;mMN zwsEnu_Q$#%`2^1!PHkZ3l%nbE%?EQSR1~gmH9Jo1&8Mj2KZhmf$P>s z?I$Kk&|kPFqbITi-_5+X9iJvcQegEcXp)M@x$Y19$fdY<@@4lZk)hP(ef7uY;LdB|Jt-gEp9L*pM)N-eu?D{B`DtNevMj6M)jk%-@WQoJZ0}c(hx~QjHauB z(ce<2yt4SfjG`f0+%h?eO@i+UGsYR4LRhRWH=Ju*2u9o0doeqU@Ylm{;T;YMW&ZC2 z%dZmo_D}t(bEo39=fW3?uBEVC)~_sofeyOG^TG63GP+5%o7jJd`^`(w$v6~Z;F_Mo z6#|z&+xe?goP^s&VUgB7C0H!YzuzXJAX&99cKrq#7Fm4RaZsF&hdZ3#tc;^!IJau~ zwb>+uy^6Q1A?G2a+VIFh$2=&uNA+Fh z`4KA$@OS2>M_;M*D-!@n-gA zxAtcRkb5*!Lou!x0X9a9*4mXI{qmBjd-fD$9bSIX;0zgSZmk`poyv#Ao`ggzS{7ce zy4C4L;HwVj-)ggRFfY_5k?|xS>Aj~DUiB2CYAzO(J}QC1lwn117zIv)_s=fRr9o`i zlm4@gj3F>T=#P2@Mz3G~Zh}C4NG{1a&k(+%uBfJ<-Ud)k2u+4C_5vm9h#7m32M!^W<&lLr)Va|B|tu(rLzsT3VbhnHBbB=!tdj(yk}I$n1^*k{EiBYD>D)1+U; zQ2RaWv)>*PmRvY!_%tW63AxDx)z3zaW9Dd&nuXU zaI2PLkFBL}ookq!pwGZxlPt@eWJ3SzyUr}lCF3~5g}*$a7!xbKSV~Pr@Q*mU+vR8@i8l%A5%P=T>~bv5SV29lFM=2*0Q)qtJUV zj}DbRm+x+%krDCX)Z5B|BCJs^RoXCEgz_843mXWGS{ZjGhD<^hcSkkt0vVnG1=I!8 z6g)ZVaz%b04Ys{~2bayHqcrHdx$Slu?nRwZV5yNH_unUh%TzA5cp4UHKh8npYVOxx zUvh9)Z|e!I;5_(AemH#9yb!g!7B$95k`Ng1zVMe(3D!>*hTR4k+}50*n~oJ>MU~_V zZ|yAbhBW&0Ph{e@B%8Gv8BnYIKvQqO0TqdfpbYz5RBw%*6B1Ymx3$IM`spONuATQ| zJc|t0xo=nVw^5)Tb4hQHWC84kzjUlt%YyxrBVOU>v+y&HtoP}^Y>fSjN|iIsL!0C9 zyQJMkcp0X9?%zIwzqU7Krn^xvy8ZFl=a*>MSX^P~H%&#=i=o)-pNo;Yeee1Q^|^>W z>Yb)>CJ(U@E^{|T=A&(X&KFur5vtP|lPd@wJw4E`FH6kBsk}2;+*T?qvH}8B&lCF5 zJZ`#gPbqHwj9eP}kAxk^Qmv9T^Re*B91Cx)d}PUa7FBBJ6pi&8dqb`yGbxlKAIngpt``QN3&5=hu49`%Z&VA<2KYhJN53?`j@q2x-( zf)^2i>EjHj@4cYjMBom$32jABDm1y7^OnvmfmKvg+Ia$h^*;)nB=B>+()W#eWQ1y; z4A6f|f%uk}Q_em#xCW+pOjML&;Q1QY!%_^~z9%x#xktxmq38%boQw+_ZuWQ%7NTL^ z`SMkn1^CvpXXt)@0cxLInW^qv1P#(j?rk9nsx~8I+kMCwWn``E=%=9b)&7k!H)&{k z6KXo;OT`aSa>he~kCh)jpKKi~fN8n&)*)hVP`jh@ud$>U@;A1{g_o9KL+0wf^b!i( zYR-0cWYdt__ILY#<#cQ~-}_2PW3!-#%R|9fT$!o{OKj-M+*XvZy{=gAV7 zGag;gt0iOPf%L=DyTrZ~qTH+SsubQ8fhJN<8R*!xYiwGE4eHZ~+mhoP80-`emR&{o z0`~#O{VXb;@B)twX;P7J*Kg@UVh-q5oZG(BnT9_xfoIiQN})D(RPs*&1J*T3C%Zl| zVW_ZQYo;d~HwW_k?-B7rDr;&umQ0*fTYA5H9Syf{7aMoXpkmG8vXk9h3YJ-L{?%(qFJD=o`{``qzJjA{Z0r*(mxa z9V5ltB&s+FdJ%c!E^#)eX3w@&=V97#pX27cd<^{|h46`ZafOwlmDWPETbP}DyGn!| zw{9uRga~o)^w|beB|fU8E2lFEAOC*k%0-O?`aZw#;L|n2SLzIkyHa>WpX4;s)(gJj!&*MHP9;AWN#jHL z-@^t^69LHE7I$(~gdlr7{k>XG1fNm8sJ8WGD5kA5y12L;@+pPZyFQjZVv31GOp^ZOm5&WHDB9DMp+h|8R7TRuJ(;d^tVM8df; zWc$V1JlsXZ$t<1ymxy<9lg_CMiU@}ty*QKK1+WV44;>^Eb>3@vC+@reH-E?cYi$%@ zwwM0Lr|CizG~dr{uoU5Slv9LhzX<<6uD)|By$l0MC1R`Jmf@!IpLT_8A%?`?(-;r= zP>ZnVK2za?EHUK&Z<2>hi4{G{4Sbx^V9=vE0&FQt2w{2&p_Jxc`D0Ru-NPjQl6Dbn zHXL;<^cF!=V$q1Fz5w0v%P&0lB7A7V+A|w`H0|IJL|y_hccY63$P2G79zIEb7eG@50wgqajj4;a#SK0G+A?z zH+@v0v4)F-Mn?bL*WyEmwxnC%OMva#@TaH=G4Qc`^pKbcZ#TAvU+EN~Z%+!ZQLPLP z8-2HZxJLNupz!qdVO+RJhaVIubFuK0uaDAm4g%t&f`xTl)X!6qvEInXk%GWP5=^9;+Gz(JVqnOz z_;7Rx1Dy#Q7P{m!G1I`!Nvc8N{lrtC9E&KELC-Jb%s944N1{ZcM zbLPk&XW-k75!=6&a zNK4%c9HnFAw2cgB4iht67i=#2kMOs{A@b2HC^(zj-yf?*!o>^QOmBA=XLq^fg@9?0#K>rj`Gem#ie_#~Vw9*V7{nU zI|oWi7vm;NvXPp+WxxM|Y-ow@3pZ!vAT1|VJUc8OauX`Ii~kmZecdmneSUvhD+Onb#%-p(5^?3nE3Th;3VwE*6hSKkM;-*~ zUvWi@myCPg_3Q!-eEY~oWimb6?jw=1p=uXJZ zi8%G9f0s2n;_UcxwwF5Gx1|Ov53EOpl6waWZ`(9&gpJ=%5xspd*K1(gx7EL!|f#W)&m&t+$} zN?k{l|8tv!CD#!pf5lIdsfNrTo9WDivu4i0-kjI7BF#RoY;c#4Id5hZ)~>>PHA4wbVph=^_@XH*B`Hk41S=*=9fKM09>Kz8keY07icFr1W#A z&He`f0RR6Km}xwfZxhF*l(p0!sZ=UTQpsM@NRlLbk}ZVDzVG`k%h@c)dK?GGzKeUi|OtyEa;W%pN&%z)YTa*NlFks+z2yy(NrWH_=c73o_T4J0q4sH3U=(0<{O zj?MQgVAUHEzvfOf*iX9mj8>3A$RoEYfF~U)Tn=9_=1+&Z0KpQxLk7v$uG5cyq(I-5 z>)P=c14$*ers?N{fj?k!>81X4aQ`4Y_}BOfTGg}Pq8yfiz|`~)vX|l@#9Dzv5lGNC zyMyg8odiuCy%DuER{Ri!B%o7QF*@P?MmCUUB)Vb_Q5cxrI#r z%YyZhrDohgS+HlljK`hGOt`Ahsr{1mK03cDj~o+D1-2@Uol2i#!2WvP-}0mY7<*QC z?BuuwMDMoe=;n+Cf99xVtSJS`I@^RgX461HSP@Hqrh(B)&Bf~@UXoeorj+%)9hE43dCZjNj=T@G-=lIdWWY=Ye!+;@{XDDVu{7?h8z>RF^I@8&hq09jLe-kG?yGx+G-(~H3Ste9c(srz4o%f$u zd{Y0Z2sV>GA5hFIgtroMlhRfN5dTm(Z9*&``tNx$%dE2?^Hc2IV>M~8>LV{1=f4Cl;s%^;l?+<1g&pz;I6o1DpD{QXp6^ZZVXw$$nKF1?9tb-C+}p0 zOHd$+uB0f)+StJ(#cO((h1=56nrllubYh!|Bf)f4xz(fOGQ(IRmh&(w#{Oy#(%?;|gl@4PorV z(6awcYaFnOGB;cf!kTBIorSXTxUcYXdbA`FsWWeylx5TLs$sv7oeCMp+G`i|c0?gz zU_;r4F(2&HG+8X|^2NIak`}QqLs2U-o$*LF7F|VZwT`h7FeKlCIVVcNiqRbLQ>vM` z&h?aEi&+ldl6UbDP@x&{39`Q=ycIm+I3>g1sqtDs#%ra4G{I&YjQs%aM%<(uP)>?Q<|4zU9%3 ziRf8TsPoY!5=ZXu6@R!t4860TcV$V0;ZU5!hx?>x^w*ueX{&x&sCPb?!)H8zV}l1&BKayV=MoTQ1J-!Q^w)jM2zKbwAF}DMFpMPj8{qoToDY3 z6SgH`qQ&imooeaGaPyVE>XwDn3^PBV=3(7EeRCDX0u&-m21)A_V$lv}aO{5!tRVBY zM>gi+@gMsAPYz`wC7_C3&pi_>_SMFSb5pT-ZgYq)dk!XcRG#e?r(u6VG@saZI`T*z z(rS`t;NWTf#woF4oD+K@j$4@c?)4id<=sX2NmOX~7*bd>WPY?s)@z(eP2_RF{x;mJP(5i8@xXePO{;F2X1MYATa-C^;~ zs-*{SK_Ln(beYZhvHZxsDq;0KA1(F06pd%|QR2y)k}QCM?<~6FQc?s6g79YbqJy% zsZibN>tF%my^$2BqC(X8o;I`FrwEJJOy~MmWg%p0hi2*VhENvwZ=zMC>(kLC!0Ru6 zP$BjTJaSXtQ-m*xv7CZ4#V9?RUFB%YL|k@`iCa^KW&tT>dKRU)?E;B%;Ryq^?Z!5m zJTE|>OB=*Vxd$H)GBAyUaAJ~Cghr8D@4N0S!M^W{ zQSx7yIJEwadBBq*?4Bv2eUGH0+vvxGU)kxXd+dbDb{2=t@9E1(7Gjt7#U_uvMHtG{ zde)Ei>u_MtX^xz=rO59#@q6!d8M15oWJuCVF?PI8^u^60G|{ix;l|Ctti|fzWrrBp z6a2cAt%rf{?yGEaAwEZr@+iE`qRzsO6F-_G=6)D4f8G>>_a0Sw0`Sul7 zRN?UT?sAzcHK;}366on(i)BWlHTSLS@O3ly`QIOF@vX^wBc7jC=-IXXY%6CaGBXzV zIs7WI#$InS(!2_rEKJ1bg=+BeZ8gcgVzp?L@yb(VLmdjpEv~yYUWbNCa}Ht;>XCbi zBeL6~9=9CRQ~qaOiw^Eyv!+coNUQeu3H(xn(hbQf{(iN{mSx%#>QILhW)iO_iS>B( zouIp6NdtDrj?y_Z8nOQ0=!FN?O&C7JZd7)v0Rum`&M~kK`Gon-rL!2vwyWXW(>lzl zVYEA6sYecHr4Co&25h-y5hOU#fZ7}QmG6@pQC{C+=%h{)MjPsJUe#>G6y*!0-W%&N zFO`!dC{TwFGI>Tw)3sQ+Iy}B_4J)3M;L~9pb?BR{e$2s*6_1+&*SQ@HxPHjJdG1>S zmc~h#j7K)&Ri?m3Ykih~oIGadf7RnaVr0&a-dgO_H$9VJQj1~}^fMoMYf+CmeSu_A zi)l|@oay>gi>Hk=*3ZV&;m&;3Y4YDXH2Zg1IGb9J!}+Vqi3$zq)fpC+7hI3VKlHSi z?6vsHBkcS^k7^A66zg%Cy&7jEbBXn1Rk%3+!IV*6jZ38x<3yhtyzOn=W2sz=#ZP9| zyH3@jOt##*%;7quSaav?Z>mM+j(e3$Lsh82Jm)7-QGo$kQX;f#6*#i3Wtr$)fyH^U z9`~UV|D_~=gKZV=T_3uCs;(NXh6jI&oU6gajqiA(=4)`z4N3@aN;M|R$sZ4rEyE+% ziL^`f5`5rO8ophu1SQtGoH@8yjO%VFE*##>#Iek}^=~9gaSs=-@|BD-%sQ$*71UUc zZ0D6SEF>%OPq5;rnVl8*a_hK{FQFJM!*erVy8w2whG@RXj z>CJCepVXayc4$(9f#+2Yyh0-ea#rOCSwnV@W&WcBP^7 z6Jy;2=^4m;N972*n}uEN4gE=pxw!J|o{Ifp8n){U#H3{uVDuyQVb_H`47QUVF4|AQ zT~9y03=v2|TG+ID9oJ2i+mJu!G@pP+4rQ)+=97ZLnW0ZN`4G`v{i0X?#x(5qx3;CS z?DW*@4R7+w!XKgi>-z1}(F6}$bdATMXt<_Dv0MQ5y<8H%DddAw`G+P(6@4&vTNDS! za0G@Qy5A>qE*`xtFV>zcOFKYKzq(Z1qp76Xq&e+ZG7Gfo3qJ$ z8!tJdiLnvku)8BBjjg(c{qRDXfaQD9u?Up>`eZo4ArbW}V^@E-5KzFL=lHs_Y1ndH zFLKP8ilG^Vs~3nAOw@Aq7d;h)(WGm6vwdDT(*Njb_G2$(a_m1JOAbJqt_izLWi+aq zeuoos$#`5!<=?N}B=oT_w}0}BrT4tUfRY;(OQZf~5g$_V?xjPD`raLyX@|jacG5T6e35O#tq5v$B(_U`n*Z;&2GZp7 zlz#1t0;brp;!|A-F!PpQH*4Z1{0s_gHraR+LaoCNHG4$CPwxzmLd^hZE<5^d4apX) zo`xiI+MLIMQ=}VlTCUhY8wiV$2nBX)ZgUA55$c8glGWVEkl7e(uQW!1Zv`?dYt_gg zW&M8No+tuL3O0>Wo+iR>`CrTHq++3?-=`~!CmhyQx21lWbB9OQ)WWysCP9Trb-**9 z47gqVcVP2KVF;Z%JP(HE60+!Y7T#}~Oe$z(Wv zbkxz!ngUFQmqes91y)-&kGVP$VefGvv7x64pdI|VY5TKKPcPZruH17F8}rmS^kxijkDs2XdzlRA>@|9Xp8$b^*Yn@JNCvq!EwOD} zaS+^Qsu#>32K+M{Y5L+`Kr>*#?u(bfq4fcW#XW1x%(T=x)_NUdA2z%dFOGmv7shC6 zGXWGE0#t^Eh#+?Pmwm}m5)>bh-NfIK3NoBeGu6ryfd5LxM*V^)s2LqtP`}_0dN#Kt zDbrU$!ds&FS57$mkXCU$nL~h90{48gCK(vtcP4n1kzt3@1kSU4WmD>BR= z4mUE%u2^ z?p6YbY}A+*sELAs`9veqj4w#P$j@R=F$IE}!)W{^Q`Bphx)Ge?i(?|o6W4#+VVSn^ z=l@E>fvMm2yQ?kIM7jf4Q6ZwV@f5n$=KEZd?% zhHj6z#Ksp?ka$|0WHdwtIYWwv`ydsbwA1Sg1v8-gX;8w2OfuY^)4kKuk^)CI%PaqX zk2tuP?nIf30>V|3y`MSA@E}WW&EtVw5a;|^m{O4s>;#h9Q4$SqZx-#=+C>9T(*rvm zFXe!@{@&86%T(xi_=j8|nhutq?oqsNvg#-5^vcI{GT64fzzk|Wob_cFHu+HqTK)Vh z@lgzDQ3-z}RmA`sEA46P!a~rAKI|AxEdWVZf(&ggAIJ^LVxMYqAlRz&J&!^bXxun= zZn{1LI;Zp@N{|kvMWu0^ekDNWJ814|&xELCy@nG9N@4O;bD^vT69i=*X`Zz$hENVE z&E+`;xEK}IeY;f%Y==@}d+Q27O=K{%TbKsYeS+$g$FUF~0^Y3-Mc}^NAikk2H?Lh%8mExz_&iSyq=2>0? zONY77bmb{lZ}c`WPk*+H)gwPB)P8NCLp$xrTb&5j`v$(r?&8aZv71?kZ;4Z3-MtRm zvoRFtyyV$B%$o%Pe+|02=`8(P%sw)73ZPm1)?)Bu8ZfKHNr5l&fnVVH_-t!7$R*K^ zo8L`?zRP@_O_Bs)d++?~Xjd#ODSh|!+>i*fJ2JK#YNvzDt1Ol_(bSUn7>n|N(m%GZbXQ}+pT0!>(|r~FeHK41((X;pzV9;?sFVXnwT3boes?gkJYl zER3dr>gj-FA)h#~S`gCMtRD#OFJwfvj9UQny}?9{!!^`%zumW6Fbw&NR!*IwT*v0b zX8P)yAb7(OvrhI;4Cp-Ie7e*g4bH!`r49*2g89pjf5+KEYgzx;2{haOqr7W# zh4#Od|19pXNE90xW_{=M9`kzsy=#iLyY{a1J@CS*4fj72pGM%9b0-J=f5&6fw~L#9 zw-PWzeXRG{eiGg-zet#AbDc6~F(ikdoLG zN&V`FCmW=B=fb0r+sb*Gb1n(*EN_poEhJ%$k|9oP&p;15?PFQ@iFm40G4u1SD3pj% zewgbJgkpF0i19TBA}KU--@~wQEdEBksr57tjWB$6%W(pJZhlVq{)&Q=!gY`R`!cbF z>(#R6gB+CTKg8>PjfSq5D5Gira`5i2sfVrR6x1Ua+%T9(K~?d+!<$&_GhaASk(-MC zE#ryPizNK!zWK-XZRyzYC%;Hnfr{hF2~8)8a*$uJ;;gG_9^Rb4d@;CzhR)mUrH(9R ziOK(9bl%S`>p4>MyFHIzr1^Q)?x|@dTAe}Xpzu!@Kt#K?sQx|>6^QM zii*Dr?k;$m0mWmg@GsM;|=b)F~ z`O|(JH00X1b$|Z*0<;`fRfzgffT52MlVwj(ao*75L-z#|+G*{+&p1uQV&bE;O_K!d zkDL+kH6Yb2k9rOB1r3LSQJq3FN~LtwIa-!5~V_{pZpP4k&}&_3S!#d z%_!K({&b+Dl#H*=2j42yBV+sc&{At<2JoE`I)0&|Ov@x@tGc3ej=Qvg$FHK^7|S z=&a}FW!?AraP8lJL=-ux<;ii8h^ep7C`a>=afV)|RTQ6&y6v&sT#T~N_t_3_!>xIk zeeK%fK`6joFWinOITm1i##(!&sZ87v*XrP4PeGIM-Dc#?X?QKidv*Vobfgu~xc3fH zkuDN4eM&YD)5k2hwy76j;o|6Fo>PS=t3n*w%Tnp4 zFVR|z$5!Jl?*C=tj-`Wl=Gn_p@_YE!&&w6akhvH#d4-8$-Pah^Uy5*I+Zz4s!^LQ` z>m%O|$6|bbRU=^ja|uo^)dufeDaDHKe3(FIB+>oDw$G_()*o9#p=q?{n~5!hRiaw4ObI+^Q9cwBlEwEh*qKR-j&2N zsx|1W*+!bxs>RH{jq5|M)M0??zqNcC^?1AZVf4)21|%j${5v^Ri=1YYmH*#2{&d?D zlTEBf$$BaEdo1>fsqJ1+sX_1b#~HM#8ocgk_>w2C7B7^hB=McA!{-`OyDp8@;aP*M zpys4{jMk0)ClOMQ=T5b7j<(hy;d9%{Cxa^VUr6E+9nJW%;)q^o z_a)hC45GF)$|%-g^U(aKuxB-x^l)SSxwKlGnQnYLy-o~_^|Unxjm&CtM;_E4fxfdCojcLM7b9I zxlTRm4ywVC<;qlDfeIW-xWaH2D@97!r@gsJOuY2D|Jcv;|L>*EZd=|h#on&26AIkr z_&)#u0RR6Cmv=lBY!t^8DW!O&l9mu<6pAEuB3Vg_P$5KF$t)S!>soiYi+f$y-m9d@ zQ7H|IP$?M^MP;TXz4x#0=lSD#KIb{VbI$YpbUV^ZS*J@;?cwU|^|57`S}O2cr>`8P zSH@GMg3Iu8;xR$1C571Uy|%BjKNm})TOQornu`n8^XUT1b1~zx>e=gzTvXFp-}^K; z4>e@FDpok=qmcvY&3DrR{8n(%D=DoIbw7t1X%dRC{)xk8^9y;nBJUs1{uLJ$HY`(* z6y~7(d0+LfhM5>s??1|H$wZ!V`DpTc4r)Yy5I)T0qP6Hif-x~0|7yJn(|pClG3jzk zLA_i&l&9aKxR{GG)+gt0l+aP~(&ROzW$CzWp?Achfr7cwwyBF=QSoZPcK`Gl8cw#` z89REg@W9(Y8}F*H(N57*_T+dL{@1+Bf45~e>O=|2+PtG<^^V?kLyuF?xG(rmlMMlf zFMoLU#4rKPK3RK;ZBD{N%9bw~;v_V*@%6RTprSF1-@I>5N3PSwON$y=xT|QP<4Xq{ za}$@Frid|cY$~Ph>-i*fh`Af%emn|49o`j_z9}4s^KFD%4Z=~}oJx2!8;u8plsknB z6Vb69P+~C=dE(@Oz78_>o{gVe%t^=Qy?)hK7Shp-m|ryN5r=MXO5yBEZ}h3yp6hYN z4W-^Y9&m4U#y4uw6kU!Fs?a3~&mzNcPF{3u#gTY)^luxd>`ulH4*Cw^N69EySUd2V zNy6j}8VeE0Vd&_!a$C9k8Eik3U7=TOg##0|w}*qy;P%HiUj$6DpT7x)=cC_K$uW`8e7wJK>U$VSrmk`oN(caf_r=w6nr9&*?DTZM zlp0q475NcdP80+Lxn*1R56Xv@SoE_xcL~^2uK-8^1?_)H0IIha7(pDDD>ZaybM| zd$oQ>mis_dT}T@5a|&!e=zDbSl626xpnhCgj|zq|q7~x(6li*$!E)>-0?$5VNuE<8 z7}}lm8u=UvrBgok@{0qZ@^{R%`zcExv~G0(n`j7d%``sof&v5kR#}J#(BSckXP$Rv z>98vPU{c9L8c+$zIz`7Q;Q7zqqhFT@5=#9UZd;SUNzb+?Lo61O3ubR@5xov8zdX$> zq>*60me^a?$bt)jT6u+qnNWNpEw5o28-6q!b=j=VfO?z9hd2JCgT&eC)88&oKv&s= zXJ=1@op=woOeexodHP#}Y66HaE$si0L5D6gLB*z=Ot4h+DW>FSLc!;Cw8%Rw2v#NC zIvY)cN#^3%122gnx`sSjkdpvX246!2E`@_zl~dLp-*B*c0sHbC$gt_UfKf##1HuJZ zGe`M65WX>cxRwqY8@`Rt=22mBo5uI{wM2NnsIZ$k5)VyT)q1MCB4KhYz2>7=DCiJk zFZ)NMQyL{^%*=ZJ8?wPWi_%Z=l~UxZyDzj#E1}{>b$QYi@#ozW8D|Q zhT#DD8$A+PK;7jne_@ObAD(XRko%hfK|=kC%=>iE&K6mn@`4PC{|O64Qj_6e(oH$b ztY~Omd&lc{IuQ)CP8=&f&xEQ-6~De|zW%jCUvAE^!1Np^tX7l>QPIA&vJ$XpZYG+o7KV ze(ask;#bE)rAh_GF)R=UT+`+$q~kDYpd%uB&>6KKCb(Rdb;Zhe`(o+8LZLZ9?RTj= z0km9nUU1zApzvkPTt+bon#Qetce%vFp1`gvo?YQEd1JGjz_33I$WJ?Md+H1WF>P=} z_Xq~~X<97o4FGTLfAZEnDNs%NqWnUe0vd^;IKDR>%0&yBPJN()QfSruuHR(%AY`Jj z`d%8`T>pKx`6~fLT^G(P6~sZK(-G5IUIeTkwG@gCNrnxFe9rjvFrb)mMd(->2hK3x z7+DE$A^4}?Y}`Z^e2G-o6C|@?X=77c(nc2CaL!Opj;F)_0$q8s&hEQn>B$a2AwLQNN!!%7#a;Wu22{a$!=@c`T_t zAAURg3Gw)>3^OUYtey`YRm2-&*14eNB~3WImIp@CV>cOMTyXUI`bO_Y28{XlkB@z$ z!SJ#$<$%o$cyljsq;w4r(&dX?F3jgap<|N@exwig1@oYO==yD+UwQDM-A-U1 zpStDA{R+)_Fw*$vWLbPJ#MIskJs8FVAqy{#jUgA3FDlPUJk0=Os{e-A4RrW+d;jHY z>TK}(?pz<}tF@1^wRO7y`h;>2T+k*r=-&2fiJ=^K8R84(M;vb92dHL;8pQ z7rFr~IGEslK1z-TKNEw5G=fMlC8;m5ydsg`FG?$R8%Dx(@MY(fS#c1XJM8Pkq(Wg? zN!7kuCiD(IbK5b(f`PIK$-J9Pkdf_UZ%w7aN6~kACCezl9(|Z4mzV;fs~lTm*>MoF z(*F2#Kqy2??iyM+5d;6W37-4vMFG+Bj>A*@eK(4xDH^Bga6!IqBwv*V(wfoC?f+4r zF_XUe--l#iMf})#J2nO+45wRA}$^@AFyw}25lMEHbhLVY! zNw6vX&&rl#X`nZ7SnvgZUc6fI?A4rjI8;_kR)2K#fc8Vwwq-^qaoCAPJgV=HmDiTd zHmnbXyA8`DybdRTax%@DX_5f@le6Eu9#4QRgB9;A=A(e&VL}_|^asaf2bKNXOrc3T zWV+l_3qJ@k6fz@5&{>!1q0mHwi{T%-~^-hBpCFnHjF&p=l3}_mZQp z5o}Rro9``&vnE(s@}_Og??`xc#=VcKkOa-YaEL4b6%V7I;(Zhx9K)%fZlVFh<)U&hN4ri^Mjs%^& ziX2Z@iN?t&+G?Nuwf7a0w^(JPE%j+|Ae~8-|P?+308m zCyZ!a!R>ap!-3Dy0v<|E*kC4S7I-=U$40H*{S1smmw(Sz6c;C;U)R3_T6#oGuvi|U zAxp&%V>>s`aOgPJd&K8UY#PoLUG>>r6^W*yDH5I?5m+p)}v5AcBn^zurFhs+b_m_#K+hyRh{^iCaSF=z8q~6HevGGUu>YTp=6pV=3 zt)1D#_bY!^=LHxie5na7GH<_Ep;{C^mQf)~*v{>rVv~GPajtWUkpXT2;%lClH8e2Mknwu}(b2uFXcCQPail^Wn zO^!zE7YgRT`jd3rhlb9wE>^RqOf;+dL>hdOfxAvR>q{AP(EpUoSHXHNy3=&f`3DQ5 z1FnWt#glNhq)Nl=K{Cd?cA5V)&-YuIHal;M60j~shCa0+4b8p8m;HQ5M$N}-7RoZy zF_xuer1O}8skbJw*KjjY(2eS~m+wc-8*l&E^O}H%aA@;m-FPG%$tY2ZjzhCm^%U4h zKvSM~p@|_8j}4Buu1TPxY+~VsF;@m!sSfeBq-WxH6=(BYdoGGA@mTC5Y!q?h7{xh~ zani+1M7x22$%KkFhk61Eo${ZB!DN){CL0DFCE@1h>U6uLboA3%pG3IGzqjv+{R>n! zk}ql%U?msXLH!p)F7iG85`yAe3DZl;6f5}|H+R8e6>e#JMBvvGOeTix(6xPYG|NfQcJ^D?Q*-i zekSUiTP44n-@k9S(rFX?b#t*zt+*=*hYKSfRjo|H>etcwZkU2Rii)eV2@!{lLf~%) z1+8nI5f2J8kjgQg^HIx0uZ5c?Bip&?=H>nJq9zaf1dohwUXy_njAf5%M5w6I@Hf=2 zgo1utdoq2Bj7n8Mw;j2djtUBO@9mgORO!|omcGYE$#>*ycPF^mQ2lU9@C6Tl_ePoi z?aoC5^Y!L#I$YGJr$VMb1DEz1tSN4wBWKH-k$pmRe3`xF!yd=OKJTkkz zl>HzVy=zagYRkA7^JbrprXB~Q?5sm$_^f_5X528%LBgc3?HIp5PneZ;%pJ(VEpIF9 zJHF+jlT(J-tEqgfHwxQ$n3980tM55!^W*wSIX_WT#6?B@y2ZW)T#Pzq!E=3`jTwek zq2?mFD4A;esB=#~YAtsbR6bLPnW+zy4jwPY1J!n1)ww*B=D^6kl{uKD`K{?m7!QTg z-AirhJS4b2zgGG#2mh^#ORnI@pJtv_U-7R1ul1?ckE|%h`4EDiuV*P*$R9eU`m`L? zR6o97YFLhErDDC~5{ghWR@%2hqySsv8MGMT0u(T(zImZqfQ5(hnBta&*cVUNIsUW= z$*rtz6>SfWy7TbIl1dD0SzqX3UWNjq>lA#BmZ8gGk)DgjWw`dnP}=ef<#>`2 zPE!9{fkQPh%~tO#F->|z_WkoJd?A!eeow1LlWV(f2s3N&anz>d&1b7|%OVqoph6`s zBl)o+SCwOeT(5*#Lm4g%_B9wgl_TNu_;+Se1-d`^Hkrq*#IpxdnngXU@Uxua$)$GH zxGi9axMOb(#*}{0H~3tGyM2SDrlqU!x$?oBwJGHoA*Ha}>T?-d!|Zlag~YB#6}vmG>nf^nvi}Zy zGO!%av>Dn7ek?)#n$V=3v=TJ)RMwchT!LS^MJE!{`TBM&2=4e$hJT7nH9byMVD;py zvjygrSlhX??)c6s-0d@CB7d_I&z-(Rq8pbYV^4SP>Cz$`);V*inos@Ef#9Ef25-7? zF>SsWtxwtUru55Dcc#hLrnVewGurkxt>)`MwuzsdsQ_L;p})kp;)R0O()fDEm9dXT zmf+48p&Le57vl8m-@M%!1!yS65i<%ZKwFVGxjCysRFU;bS9n*14C0oo;4dB$)s zgIS7K=**6iMdc`er(_}|rVQKcRo=fkQHa`W{j#2>=A!M-DT{MmIXFA>wo1(;2NU9! zdB|+c#WSW4R22>Lu(oTM_xo}_l6&J%EV*2O)V2A7w+|Ph>!S@5e@k;vQvI||r#ctg zM>7cNhqLfthw%5u{v71K>yA5fD+^oqD4%|)nvI?H`nD3qJPbH-cBJlS4r&cEm&BxV z@ou}H09k{Hgk6bk<63l7-1=Yff5tQv+uC__ZVMf=bqi9f`R}iXIa&0Mc_vEbef`ux z$iklPNVT1VEPQ`-``(RbNjNg|ty%0S0eLp_s`gF^=+^y*vEn5Gt%LgZ7hERdkr?9P z?r18O#7eo`2%zJ=-=!T{cUaiTt=jCBM8r3(xkZ5(fil6d0?%WvqixD)gd*WOl8w~} z{~1T2O6uZcj~6FmJw!TvO(&vN_wSJHIaCbzd*S$`IRi)5{TIEJK*qWUXUk&3BGB>Q zufxXoJyHA9`g{9(9I^RjpwvAbSLABn>>B+Th-R*AK?QO+K0O=iw^Sk;%gg-zPMRfR zQOuX9)k3jYxg=)GqckIQ_?q!gq~8ZbkLtY$zv~0ZGvh~h9PoyL^|Le5V@JStV9!-k z9WT7{QdeTb;}C3%nSEa48H+dUH*9>?8iG<{f-XMIE)aLc%8Kh70$%4fxWBy|0!gPW zWT*E8f^8o02+Uf8{EUc%yOkHtnMdva(|H{WUdZ{b^GLv54&M9Jm7=jy{=-}2rX!GW zPV;nP_Z4_VlwYc*?gtSQK}CDCy&)ptuRZy(1bTISv$0_NVFSYL9aVV^PNQT~VO97IrqQvoV&61f8F~ zdd*(ZkaE1GNpg1#oP8gB$G|WGjGWv5{+jcFCf!@|%6i%$YAI9a#q`9=6mOeXe?oDd zQIc2^UrBFpYFT zgOKmfP9FfRy=gwA6FO+YZsED@!(8~Y&jtr7rd@tacxV&rhjIhb}shlV07H# z?qDD^OLUx?!a%SvQOVFt4TM&rR-U?)ClH(VXw=#1;m-$OXBJ{E;T6K*f>UQGDyc8p z!C2#t^HCe>=XQjEX=_Z9Ej1pp+iph*oR5dNi>_q#oLFe^%pkmc5CPweMpl+^e8K0u zi>FncC0M-mnkL?Lz=ol=b!;xbe)rKKVo#*s@54{)`0MgDkv9l8NBF z_rR9#g#^g2+qj5#BML&re>po92LdObvwKeYDi9SGDn6|wgXDsDU{wtrB3cG|Y(CIH z+h)|)O+OtvTN`tfmyrSLbvvYj2oOLY4Ggx728E5Euau%cFozGMi^|2rh5EI)<~R+C z&&g9ceN5<^&sg>82Mb!g8t<=hXMsm<#&e1b9pud{%<}(Gpm?I|nB_kr$oQ&m++dUh z>T4B?2bAcLeBsxW&?+u;HHG|p-NS`#SF}t224q8Tdvp2SOfF1+%v2gE$OMl+`V1pE z1{ihSJn-lm74*st!`t&nAlcB-<|)Po#fv-iMDw#Dk*j~J-6tEaFMV^ZOE?>T=nO&g{~$Y958I3e@}nPkK+=@*eIvrmy1dnQc4flPues-=&hwyDOk()k6c4mc%cU(0@W450Ts!ek zHWW@KP|dD!L5BLZVmyTnW>J^=0-iGA!=2B0HgOCPdJ^)!NSp^V=B($_19>o!m+E5A zXTw0(-)z4;sQgwu$Z5=h(p~4Y=Crbbv0#1v_G>nnW=>F6e`J7V@m^n_Bo+w0D}A!# z6A#$D3tvA%9tcPj?c64s2a8)pY<_6wf}2F$xgDd~(6@;3MCUIXQg_w7JS4^h?fN=_ zG8HPsz51oz_>cmI#SUh=E4h$fewZ^b&x7mtDhT;}-lq&a@#NEKOGnz7W7*&pDzq_; zpZCTdV~M^SEO2x=DN^N0hwGFwBGHxtvoj;%ci%IiB*EV+UWNx{nZuP!SUFJB^8RPI zZZ6z*X~{j$%mME+YQdH@*|2Y$R#&oi7AOzy*r-^_f-u4Kl)DQwaKH6OG1ra)E7Bu8 z?|kHd=<^84&{sTA(V8n0GT=dR|B1Lo-?G8!`M$t{;VdY7E9>Gk!34(j^p-t+R0vCq z45;2uguf@QP(3~4V5fY|xmu$bSZ81(99ckvu20G<$|~7V?k+tTY{P~{k~2jn%9(ID z^={+K83w50jhiX5R5*E-*`8dR3dQ@q2*rYNpzRnPQDYto^JZDg8^j%9z<=Q83U)j^ z*;+gk*qIKR(q$6A-ty~AuWJ3d)%-j+?OUVRLx)v9af1U4DqQLpD-8cZ1kp$v>0_}; z@KmaE$8Pyp*u1(W&~$Mq2=@N_*yb7!Wr-;KX$=ihY5Kx9r&yrts;K3cmI;|bFs_r7 z32&H>e6C2aVDX_!+V?gZJkj`K@gyt9%MX9OmQ9QW#)*JtM0e#+n5Q%^^un6V>7{}S>{v3RTd;q#CEIxNr&GK2k)y)k>E?Pp5JZBBv3(x zKSOp=pgwe8i7g!u33bw@ick4-DSn^ck(f-lotu9pfX{EIxt+b$84&RHo@TT+14hEf zZZ-aS}lh1nH^G7!_ zqLdUVO(E6q{p)<5`?>dfzxTQ4Ip1?C^~6Nkv^_Cc;n8XzVviK1KJhi4vAD08An$%D z9dQraethZ4#0fjK-FCY^mkuOhjMFP8?_>(H+*#+l!8ldL-DYV#XY@Du$Uj*{OWfa9!XJaHzr@t*xnsZ>S#7lUTn605Kk6uNCxcY)(zO2z8Sz4q!F=1uDEjGnRF0et zZlP!Q-V3Ee#`dzX5-k})I^^2|tO$<{WKbCo8PLIU7^D?!yu+*kp?MxuHgO} zDt`36<+Ea=fHru3+t9Zhj1{R*=#w+?MabUjsxAp++vu&0OUXDD+Y&_I)A?Ol>HDK(uB-K@W4?%n`)U%g0}5YU+F@9o1iDK8)8= z!QG_VV04^}J#KanY67wlt7jMU*p39sQ~wR>byPUyn980F%SV#(K0;$5A1b{A5kXfN zh>>;(eru7Bu#mxfk(=l^e4w5bwu%Y`^K8Xw{~U;1E4|Rnnt@!kBR4B|r9ivDt-R}M zJl?K!k5sJBz_p2<_{%d?WDY*RZo-xandAG~^$YV5yK!G|6my+tx0SX@lm_a#NwR4X z8Tv76LMy&z!Mg5v-L2~+aBrZsTK`Hy|F+5j^~qRRO8osWbvqt(u7U83_H4WnUVF0s zJ`LG?;|a(1(GjwAf2(dP9p}Eh_!Zko!&TCFZT31U_6y{1zb-^Z%AtHYkCrSPmrl3Y zV4aRJl&oQQOhv$&gM#C`(s8vkx}`Rc`QMD|p2*5FaBOpe3gtHgN99%04K5a7R?0cQ zlZ%0;>YLsPoz257HFlWOXb=!7JWlyWf%LGsyN6gVKJSc9VAst-L)X8Qxu1Cm|FUPA zQ??M}?Cu7AGKEll^2%U@D1cYY*zfWZ27-hK?D!1x(3&lO@6JIQl1wkE-xQ?a%6i{t zNeWr8F|aM1SY|ap za%VaZoM~=~hnT#ZJ8>CXK6lHvZwbYIM64i$e~4 zRKYR~=zK2JwJ*inZK-kW!^IdAR|<&ZDT1?RR)A_t0Y<$>EjGvJW8lb~=p+f4e8|E`t7xR)f>(NY0(L3;IzgO%8}%Wu5uKqa84`bf3697lwvizlCzB23kg z;k2OyT$QQK`2K~|L|=bxhENZVGkEJ-SwW(?nNnaW1X8Cgy5ZZhUC*f1^&7htE|p(>l6V(@ai z^m=)e0Cn{b+}DqKT^uU$(fh#e9L)gDs+Cv+sEv; zhGUTAQUK2t`f1M>3{33L>N~@dkLInL{a%LCP%M=^T0npD$%nk4=)C+9vTkP@Ql-5DeD{s zMzo78A1t!)iMwac#y<^q3p>giJ(8fnb>PonLnPu}sWwQKB!V+>Y{qs=4vgNj$Jl@h z<%p9)Y)srdlf2IH1QiCiWuLdili?@v=cax#I|HHcU4_TNp6CeLg&~VsOc07vt zyuriQ78Oi={G1kUJ>E-)d;Prg`cG8o8m)U6phm_m^+~>#-B}R0v{gdtcp97nmmX-R zBtc#2@+#BdXy_Hlw3-=YBBWnLYQGr`N5cczl9+XjrSAVTWaMGs)k=vflmBbxiB`i; zG^m8jt2wh#anDEeESCTo0k3wg&1=X)T}|)suJh^mGc?LpdMOo^-p`c0j#KejU;3;2 zItGp_-iQ@pFTgf2t?b<40u1m91=?B`pyk$sIYXvC>PS33amOSNV}h!C-%)9hw>UW? z$ka#Y_1?vU(Ye_7+tk-~Uq0HyB!v5N3X$t7L`h-d=-k5zGbZY7@0r>W!PJ?_ed`WN z=R@Z7@bow4IavMpn8ze@zWQjZX+kpxs^08#efBg|Gpag*^$VbrcsIdHr3mGtv$lRS zMVQq$JE^;&i0Q+MRC@Iakf)hG-25#MUpf9d{b z>G<-bW{2s~0lQi>@`-Mqa0Ea3y^iYM08w34+17aW)VAlhvmq4;3N0Wk9B5 zV=>1#+OxOJqUkKN4?8>|e zg;?BeaV~aeAx^B``}i@_AIOkyJh0@+!{}X&p0lk~xHW%Kd#Oi8*B(E!W1ljR+GX-5 zS1}FyJez&YjHz%R@z}KK8Ut36dqS4R7|{GqIoZj?x&1qwo;=EjHn*I-(o5zX&vq*O z$E?RkGn_r!K!#||hrm|}S#TR|IUxL!1Wi_P*7}h*)1b9$i%6tdsxsALHazcCqhH_=4VfHXcXMPe!?($Ml9;|&&By6u6f{@4|EbUmf=>vSm1JWQD6Z6oo4(m-;7WS`JSG=WZ{8Ij zvLYi*3hZ;?-tL-LFDICZkK{^Oi*l# zXG-Hx9CyU$;jwI_Jy#bmx20n0>iOqhf2r8M`~Bz6Wh#OK=C}=*-#O87>3Lgi4rYwy zmTMd`v16hB_3&IO{Ej$SoY6{x_@PbppC=P>bCE+UtvUx>)Wqz6ZB$5T=5Vu^QgOD| z5Oq75{^_BdSe-c;e2*QaKVHd%j7R*2RAwFNx-MbOH;M4%KIIWB6$LNRTp^}sz-W@{ zmsm40>NL7lMVQY&QQ^N}c$Ny;bv81(A1Uab&ul$bnS(XFxn2JE(~*7B`2fFm3SL$j z)dinQfZQEE>c4y8Fh3O1*84scXD?4*{AEIh(cJ7)8-EI%KK>QyouS}CgIui;L58NC zhF}}>-1^A9<{T6zAw|89b>}N)J|fE`_96k{`(~<-ghYU4Z?(V1R21}@CCAovWa2=( zRg1m>^SmZ5^qtnHV)Fbu?zDOjGkLN> zdgagO?l`>ue#>i{d;*+4*(A6oX2F70GMu-T4F20ce$VTWaTXkUq91Z0et&Fnyf+is z4_3EDKTLxG1UerrB*M8{-`;Z|0zBJH;&T24z*yfwd&Ao#_&ELjp?f?NDt!aCS5!06 z)Xy(u&df`HH;NP``;x#)+s?|auUFGxzp3{38>ciJ^L#~a0trVwy}#Ep=j748+NW=o zq+p6KUQv!a1!GzbhZ~fb^LuT$)F$m{>^-y)MEe>7>yareh~Gx#Kl%TBSJ{9?s;6Vq zDPCemoVKX3H3DT%6t{mKN`lyA0QVvj55J=BvL9jkiyWDxwVVm~s5TLkrx1bi2Or%O z4Ezyu#6(E7%K=B1#_sQ2Z9co)r|fk!d}AyA&A1L8FK6!W(+*Hx?dh=<4rRQB|OP2*R2=qh+dcDE0laQg2iQi zwVdr{LfM^i&b!l$a1G_7M(?>n*cR(&UhMTFy1ZX+-cuVw_*EMJc;ppL@UbRs@3KrF z^4b;yPCoP?STtrL_>C^%ah|W=km+@}XyzT|QbJD520zqqT*)Z%X6A7Dbps4<$gk1* zxIf$z6whfxv13;t`r=s?$I5X++u7l2X7o+My_+m5cP@x9_SyBQaQ$^+d;R3KV`?{% zotX2QPr?@`Y^W=JwSG{xmNV9N_e4a`HkB3uW*r%m*MZf{?_I3!-CT5&kkwpH)%_Ac zXuj!5b^3Uduu9#E>{mAOXbeM#?#2t*6_L1o;K@rapGat@a$7c;hT^OC$-U>9 zyoivHPVZuM#Sc-RIBKLdl-n8p*FKmK_Lo;;==wK6TIDLZes>JatqXnhdy?QnZ{^=+ zn}VBMv*Sj~$=J?#k?Hp<5%Ki`Tjsw< ze^q!nG!E_!b4nkX{h!ji5}3X|6jR6k7^pY9VQ#kUlfT$S?4XQ?DH_-j?7;{1wC%hJ z5l(+k>DDkpw1u{F=$0KJ!(nUqpeGP%|J{5nBOi@5dbZzM^y1LNzUG!0;*cgRnyy_C zfoIAc69q;=c=F@7-JUI;_%_gy&34Kj0ZXDMkNN5myFY~WNAkK5Bc913v~AvaGQ_3! zcPb9{&6YQ|=OsXj?c3vHE{T{fYpmP$CJsh#=wEmvBk+-Pse5yWKco_)tNQNWK)}S) zNZH+c!KD~d@jB)Pq3M3)euJSs&QXNE+YN;yHa^y(jx8FrXR`DvPG-N&=cn2}h2t2d zStN6N0Qf|!6Buv=i>KVAT0A>Z_?zQr+mZ`$Iq!kUro=#^SKfY1h~Jl}_O5+<=HD%d zZ|8G593F-s4gs=uL>T0Hc;89=3c=Q;koA8S{b2AQK;fyo4X!*~j+%EgB3}O5!Dcw) zPJBJ9pGj^HCS>kc<}0d16UITQM~vJ(iOo6|Pd~fe#0xb(h0X_ouyx`7Y(@^n`Snjs zbR$Ed5g?~p5EKYgkHUZXEv~q{5XAGs@G^L+&dv{I93?2Nr1|~S~$|1J+bv&SowBIM@$*$i@EQLN3nkzX_Q1lrgp+$tLgnl96mDsG7Pj0W)4259#_5@NZEY6EY3}eS1ursZlgO^eItX8#6Gm zuTO5f3mH>(E5bLnQIMY2ew&Bsd)ek3^jf>K(Yk&~Wo>>szWBa;!)}y{ylO4k1X3bg zgR%}>yb}$dy8eX#{bcYzT@$0yPsV<4bBF7abaZhwjDLvA!*INo*k-|e7!3z5utw9N z>#nisiZm55i;uEjHIY%Nv3gjqAshYu^DYTHGf}#Y?4uk_LQuGt17!~l>r0FqO5zxp zook$%Wag6|m-^_al>)4hmul)ZEWifNb^B#W`CzPR85}L9LsDj_NpgvbU7@k-WoB~` zS3Hz&sze9F_Q}CaU1q+axgK!)UVtrLscz4h{{NoXuUdA20=!fx8-CfC2c>(L=4bZP z@Tj?{wn~cvFTWG(C;w*Q>5c0?3e4-lF+($LdQ_twIvlk(Ga?h2^%^>sLm~Q1w*8h@4AAems$Uys@mF^lz2E+t9$y@K1qM^FOs@A3wcW(VLqzqR=s++a- z8&4J5oL=>pTUX+tYD538#&Tvps`1iOEk(uVz%{9w%5c{_@b6W6 zSM{|Bzh_01M3lGQ#2RH~24&x;fzJId0avb7Lq zBoC3jdketk)yDlUEg$}8=-f5ToRvswam%Wp!Td?%L&-rJd^UtAq%n#>V-uHOZCZxo zk9yb}o6GRQSN>49WjRhc-Y9T9R)#}Y6<@?Clz_kYo3zQ1A}Brglj6Qr0MS(+zN&KM zqj6me7nRB9_e=bYjWcCUJn?5aeJt#~5e>q@w<3K;rNtrGLM@3o{9 zmP4w`X?EwTGGrcfbWj&9fhOmfLltX_u<_Zwe+h=n_l{2`^gXD8gkF1;=$0D9OxbbE zUaG;L>FIrcw%4E{kV3Avsm9hzqE3k}RZPG9O(Zn162AX>pNUCT;J3vws_olSoYxK2 zyCPnN0q)DUZ+xmjY&b`|8?~0{?~O|;#%tjc&!6^*QVZEqtG;rR8YJH#vBqmvW3b<0 z=ZIJpLdCAl@cpa6`(tE|i-Hw67oU;aakUz|zD@E*4Afw}$y)TCPYs4w2lVAL``em% zrn<(W8cppEXGp87aASi)cbY{7g1u8GpSF}@c5NQ#k-lQc+|&9PaJv%q7a~?Rpc%9*)1 z?Xxj?b3XnQD(SuTEP)9}*=z2{6)5snw&HzR0Vzta&f=X4{MS12@6?kr#9I!hAL=NE zlI~${94my^cCCfBs(e^nkUS*0j}G_GLyahA>ZfIsQPVITJPhTE@7Ig4eOkrGc&r2t zwTD&B_)DR%RqpHP(Gm=)4v&;*72!sIvhsyi1`5XpA{E^8V5F73lF3TL@(`!+p@U>B z*Il{wWh@hZ;>)h;%=d^!v-;N7F~Fib735#QK#H!*mAf?N+9H-kuQd-n{6?JbHE2*_ z@E$v9%FOY1lJ=Dx&ct(Hdq<7CDM&T8s_yVh0FPy6u)%B=mKOz_yz8m(QuwZR&4LQ= zw)5(B$EmO~leFi5K!&WxANhSJG7%G)C_V8Y1)tR|=A}0$z<9MG-TQqgz9`D1<;!?L zRqNhzyCT!y8ty?W(T?UG~tt>|bGoUYYb+k{C1RKHsYE_1la8kYVIjJQI z>8uW8+aCoZpOSH#lB^3D;udZ!hr0qCzh9TIStgRQd_$XC`_< zc}h#NeCPu7C8aP#^TA2I&xcyyCcwS)Rc6pjX3p`m<8EeR*r(jXC(9FYc6{Q!v2G0Z z=TZ6WmV%(3=$d8deG9K|XzTdYsUh#)uFYK?HbnnQT0(nUFs6P!|KO*S2+D)&W*YAk z@aVX2&GYF5O!W6@SLnqcQf}sASW7V8IqA0h2Dw9d_WLQ*$qU%s;9iWEum)aScp_gJW-oWfYJOm8h;UUUUvtEOOGeOvNSI88Y2n;k6L+Yxxsj`aKx&= z^ENcyO+}=e9H7YA9BO{a30Joc%GDi+!#WTDeHYH9!lK)HmpyM9KHR_TrPY&$^5FvO z#}`xZT%YAm^S(s*JU`cCni>lyeH|C+)=&&S>*m}P3yPkh@2JUUX zd0GE;2A)d?>TqjhqMTc{PD?!Md7Z{NLBe@JWY= zNxU1u{*B7};8hS2GyPUJ@_iJsT)6aj;awD={4UEyutkRm(J;8&8|8`yG0O^zWLIRz zUwjx`;EIGfiQJ!#))?hK^2~$VhTt(y;LY9SPDn}Xc;`5U5OMSJal2N<5;;|=1#Rs~ zM2Fh$r=hP>h>eA!LOu@ziF1)R>yJ^aiHMP-+Op2}MCF&a(#JLIiKES*2XsAMiM*`_ z9k=y@h|fBb8(20(6FZA3cV&DNiRi1dntj(&35SsTY#db?#Ou@X-^5u`h##3MDbG#@ z5ps_2L;Q4IiH4+rSAPd?5`wF#@1W#b#9>Zrh2=;Q`zcTwB2{~w(%Ax!Y3<@n@!+0VM`otKgJqNh>8r2EFOp;3V#TNH*Sg}*w}>S=f@L>{{a91 z|NjhEc{tSH7bX>{2rW{|R-{r273EM7iWHS3sU#r@*~ym1KK3;X24gH^7DLLBwM2d) zdy*pGvSm-=H-Ej)`Fx)H-h0k@?|Gm5zww9iipnmSVJsHO)u96!{MXcavpFbKOc0IK z0b<9wy_;TL!jaT94R5YGA+vT@z~4qcq>JBunQlSAn^RN1{|H2s>aEvSQVhU_eNUe8 z!)+W;?sM4DV}Qi!qz!7}*HP#EwC%FtL$rTpBB9~yi)QwaHTEBnpvi`V8@$realA~wBT;#t!RTJrujp|Mct=pEe@$^uyrEDM>55)7ie>j|rXLp2*`1w-MclTw` z@}MH0&FCJUCxtl4x~B0kxfl!Rt87i0XxL-Nhg8zM-aE zRZ^p%?0ETZ?;H6TZRs*~aE^-0M{M1B1`6>)>g2`GFN#rhXW`3B1vG4)tIPYHQi7r$ zifT_2Y3SJ5HZtZ=fb!kH%`WlgWBmc4Zn)bbOtU^akrbtE?myV$}yjz+qStl zc&>d(#6JgjQu_A~4CkPXVB}QFWG;F!BEnusP|!W>%mZH6e5~E*B5q8gB3u5UYtU2y z2HA+k6{qB3DH!nL0W$WKPv2jEBpYuNrd4i)WMR~ft2Rg3S(r5E{%h;EY^=P-I@=wZ zgDO5{W;UO5@vENcB<(5%)1F$sB{b(_-lWJx@emo6qGSH8dXsrZ-KvBK zn;K-al5;o-d;^cW!}|at&4N;hvWS3cD`JEK03HNXd?+l@9O}OE^vwCHkc4)>j+3f*QqlPHgJyzv8p^ZmyAR4_Aom}=KZ9W;6q_M;$j)Wr zhO@op_c}7rd9E1p+TwAuU{#~3P&6vFSbq1kC1PuGuS3>eBK|GVS;PM)3blXpElzxl zMZ5bvWzY2zkp3e7ylrI?x{>|e(}Pm+#b>^OYbj}H+>FYfGG2^(= z3eR{jTFh(3nJz{m^?yeKA8m+1LxnHy*JFH9gSVCZkgkYTAziw@EtkN7BH7mJV*wTf zPeTdqOK^B>WZcC3CLZ4$R>1uH7~RSq*m~)BqJ2$7TjC{O%n<2b*?iv`>I}VIHY)`{ zm==Q!VPou{mKU$cfc7AJvY2jS(1RD%yiL&l#m>*{mi z5H$I4DO@T5h-_U-i;)}r6k)iIggb!!e&#vq(`Zmv5xBZuEd`jm*AodrZWTfU0lGAx%qr&~$f8=%qSG9C_#@Q!RJ{E$(KBaalfx<3;7n*|KP8d?Ix2 z*OnNt7}gmZc8mdK3;zqUj!}@b?dB@0$S_E=ds?%hJP>571z)xD`a+=Q(G*oNd#Ih1 zhDZ69U^A&aXL>gh4llN9Yu}Cs!z2FRZtY2c6G05U*k=h)m)ji8_g@@PjVQnC%cEiZ zPf6@bLm22?caI+m3WDL_^h1hn9vof25ltG51lPwqM>FyhAu)PfS;jR9^nP_8K6W-4 zqKERV8F`7I;quLGA2k-P1cpx6_C!KyEO$uJ2LcEf{!?DF;sbo#MPZGdk?_(}(29?v z2U<&@Kcz1P#12~R_d1gb7l$Q&Y|TlAJpOeftN0UunkFRFCl~{|Uu2i1)R6h4LY}qh*lS+Lz1Cx*lX(ySj`sbzT%q>(ck_F zP-Ii#{?L}n^z_md* zH=l$SU!=oKnyPG1XbL!bx0+4(CqS}uq3ym?B%r-ibn#xD15zbY3!=R_5ME;L8%@sz zVpe{&c6Scg>3n&-UY-mUf+8QI`!nI3vK?1HHwgr|2|2sVIrqk>Cn;Jj85$?fQX-Tx zVd-PLn?QOl44-;G`qrNUa=YBtic980*`2Sa=e|?m=0ra~aw z36OuZQGq|IbB#$i4YJku{(4wW2g?hmq-5UHA^nK=4d*2~NJ$DNvQz2c96kFdKe7aL z=;9{6oPF9X)KdDEil9_)Mdt;R27+cS%_?>b5N`cQb8KRQ==h+syc7$>Ttuo32bmC} zRT+1FKNDvBH;_J`V8E`27lj4|=+LSlzE5Fy38Wp<=t<)6z7na~p|pnyTXLFIG@VPK zvZiP>>{}^pA_;|_S7C!$2yN=YCN`+(xWtJnmqLpCRhFq43tW>w>n1&8!o>Rik^E=| zG>MgZi3idl(M3$*C7A{DqW5WQf3V?1^UTTB7G?0Z>ta5;rwq!sE9yjel|h4&c7JUk z8(z<*HE2hc0+DB@$fOacx+6@;oLy}E!a+8ZVmcznhP*W{UC&>XfsNE*k}IhU zrgUp=v0lxtn z1axFq&}|v;qv&tP%hjbYn(%qY!k1Fm<)KxVyM_&MgPS6xu9brO=a2rsXPHpGQTRq< z8z(=)pT;FuI(QAOTHh{S0+KtQDYVoUL$24SKLSRDFxO;NJo}vn7d?5Vw*F;+qSMnz zoii*bJx)_rf69VmgQ;&e-e$qI>-kgukC|YXW-#Jy#emj(##{bq(7}z6p4+EZ0&2S$ z^XU!6&=6&;!#Y_6vd+r9iaK<#J3mcnTFZn}a-;9lCmC=d%bnZ1inIRC++D%%bRdb( zCml;F0k;M1e1R)8n6Z6C%Aexs{LbD`;q_GbWG7f+bSDp5yynjpT_}c4BihpMx;c4N z6!?5%mcW7BnwHGs66jZ~yy(cu!+65({fD6<2%VY|?)NAFEy4Nn*e(jpd=hOnKbi}x zF74op-JK2n>efR=p;>V3>4Stl$ElD%c>eI-+r>~^vGgrte=)EK+z#Ika`x*|uNHq) z2nP3mY4LUB1Ma<{FmfgjHhN!|Di|k&kBBPIbq(@#kag{S4bbl0_UzZKqS@8z$ z{8Z2i^m$S5Uj$#ghGGQDia>p)%WQ&G1S9%w+X$A0kW%h-hQ>t&x;An8`#B0!%axN3 zndO2Cb@FV7IvFm%+qiatGbaODsy-O6U02M?!`jd>uDX{Z(OIX;uT+sU1P~+&E13eVU zFptJ;DC4m`xrS5E_wv+#wOgogZ|$!mn(f6va7}LCZcKyNTH}|5EE=43G3&GtqJi?O z6Eg1Ci-2nE<;~ht0A%?Oof200Ah~s0K82D8m)~~%5!;&!E|XS;7x;>xXF_;ag+mFn z25zbp%_)Is0oz2Gg%bFmp~yXL-x3HjGTp98r-9h%`5QkYia~fGJa5%4&bklJk_vqa zAVx~^J)f3~I`EAr%`w0%C-tVM9TWP5>4A<$Oh{;x@LP6Z zz$GV_Zh1N#^2V12gnLWC{J*PVSAWq!U^@8n@trhSpi%`bD;Pi@WqSBcvfygs8{)~0 zr64QOrN^yX3hQ0Y{1+C(0tZ$fiQk$DbE7Q9kEtKD2tKI#Ih6q&?3`n*C+MxNmax z{s{)G%Jh+I%%{T(C%7bFQv&1bXZfOZIp?z*-0`}B4#w`xZLhUT!9&u!CoPr@+f{Vc zJ3q4F$9dq!fF}8}WEreV(Xs8?RR)DxBpz37Hhh1m zw6El7DGYw=aO%-yfs&lqyxe6bR9|=B?`FvWZB=n8Wpz5-^0ZcO02bseN(|dAvZ1?Q zh8Xgs4F2clnXJp;pchZd1x`#o7gX1$$%bXIY=u3COW|lSxy*cs2@g-6^36zNK+VtY zc-6hU9uo|{?YC7_pC@!5Di3p#`|RlPp5V8A(AiSU;NJZ3)Kz=_SI z=dz|onP8!zF=kuC06US{YR#7%-~AWi?8qnq;~|yu!6+I$Qt00NGzvM4fQqUr6BAka!kRr6c`F^F1PNnz?sK?;(u3|;JHEK74Llp zFqbsu*&cMrKK9>jYfj&84ED~HQcFR9+Mw;)9*)0#0I!NOY~Y_R?}~j_3Xi>_MO(@^ zd1nTV&)73T^UFr3uX3EeNZygn=Ai?wQ1gU_na~olf9S_)Ht2FIYUZY~fx7wB;>p)+ z5ZM@VnZo&A*7ernFQ>m(?S6Njf6Ih*nN5dn(iw1ltTVO5oet(kDWwt|Khr$*tA1}J z6I3oX3BOv$2A-&ssV3{$U`PBmsC|Iriz+fh|8pw^iROQ6?;Ef{YAvI*o{tHm8ZkXF zb#&;Pe%U)kDgoYfHHq)OH1K?w(Q?182%b+b95NJVz<#5RPj-c~VCJjmJ&9YTaMtxh zbzEmD@H`XNFDfeq!^-0ldi5+=3H0Rs_lXG?Pw*+{~ z*iETEG-y0BuzxG(eo+>!vyEa|pj9tDcFKnZd2qv5D)?TWj&FEh3{CRozb`t|Vd_MTJlAdp z1m+JAhfgwKD_^NkWD6Z?^PY{SrI$d%)2WapbsF5|HEoVsE`*Qals&u8QGsZxy0<`>x(d#D#lHNT!+j*!MR;$J&ezl~5_6{kf1zQ@VYF1DxVu~SUQe4H4 zQV1K~pS<2}M1`~_vi_;#6i|3#qxf@IE=aj8vh4ZD&`R^!YJDveR(X!Uad9F;knob= z&@C$L;7T5=t1N^!2g|zNanSL4q`Cy55G+@|x_jQG!a#Jd&lw#G^vr*}qqZs+zS-^I)Od z?6w*+2Tb%^|K%Uf2G4KzJa@R0z-^=Y{+kAAAZ0*$ee6^cOzLwrEbotnFC$j9uYEG$ z(JBwaeXGbI*CzEK(Vh&eWE2;ba>(GTvbXT*r))U9TW{RqPA0G`s0&|4(;+q6y6Avp z3bZe3;f& z_py*e9@6?Un+_#Ys*f+IWWv)SB`ZIhOi103O!)YL1Y)Cd(i2BAK*8`$+W#CR zmv%)#cl)>LKi{K(Yu()!DN>OTGG?Jaa+Cm-t2?V|w)g|>la%TaKNs*dJ-4h}a}%r& zuh(D4V~+Hj8@#jaoM5ku;9mzqI4t$HFBWD-0~F9I_cg~r!AOUpCn*{(4|q*YY>b3@ z!6Q)xH=aYLrPG$t-`>z={iy#>kqsC!FXuJtnc!agFNXFW?%?&k<;s@Wa1d^a$}QR# z3A5E60+Y9iARzhNWawxZd>k&~E=dgpH~T1q6me&e7*g9)PSykmV%`QXsYfU*PE70mOV+rfP?2u|sN%s=yBaC0TBE&LGzx|{i~-_j2P=E@gVvbi@9=8vjv z2(*F>n>TB_V)fD3Q2C1C#>c3~W4bRm%@_F+>g1-b-o=5x2l-tO_`(GvduO#s0to6` zeEWSV7%UG-#e0SkpyIRtk1TtCC=>9lZ&q*y-!;t+08v1$zx&dRK|`+1(%>J0dxJ@zqu%38YshOF zYCO2p0!0J*{)<#{N1L-x?|jcuWUBN18>J_uD^A`lVf)eq&v>CArld`?e=d zHHrtIK~R*5^)CV%c4_dj?nk1p5&{i-)Cx zqhzX#P@`s=*)DPhxPIk}$HmJ7pVjX#X8ixtWCnz|ejD}~9#=ED;-}ll#LWzLeHKit8{D@dkv~y2OKpZYoH+Oh% zPDY{iZk43`W!Q-w@A?VfF5FY$I81>d%vd+&A!9Xj8r^7!Z(K5nP ze|=soDie%8-2tk1&FR{|2UUSy+})b(D5P8#B& zHXgmd3HaA@ZYCl&5&OAgYF4!;Vqh8jPmV+iE)s1;K0QiD2i1o!PEbksD&<}xuU!`2 z$`dWE_9P?G*TDQuQ7%ds`79sy7wlRvNLxa$P=F4G(WbzI`#FB2ytIrTpOwfCd}8F{3h zm;Ex$L89tKE!TUw_)_99_ig(;Y~}qYw#9{l$z>l=z>I>IN;*ayi?fmay+Z2jFA~ZH z#9fJPCZVHH>pM~r3EgG+mCPbDQTo*RP>b;_9QtA;TzQ_1`;z`UEAEqnrCufuN~|2L zs#^Fnr$@rGp__wDCQ?vp<+{k(n<;2>if2x`F&XQaru3>Jv$MlD?)c&Wu{==9Z~~n%?liI+|bTl zO~j=$)spl)KkSQ|@Alo|jRcDill$FVaD$q~;ojYzD9?9JcRtl0FWmogEw4TZT`k!DmR2kjB`!P~_8GmEY22hh9SGO@s^_;VgHU zcI1U8usZ$Ut)CyL(md6uwQge#RF+ZjSGzh0cg{H zNWCXB6c6|(KB7JGm@ZxwAfyamYhWq{1CEvKsdsx3LC` zC$Ecw%MI~WdrwlDtuqc@Bs#p*^hf`LkCOEQf>EG<$B*CtJwxKDzB=Mn6Br;Jxpwfc zHyo(+$qcvih4J1E#a-Qg9G|=YE@8qA40o=Ghqycdu1mjUCgi2TLA}1;?6(#E9{>RV z{}h*bI8^@^$4McItVx8TkR(fA*$yH?WQnv$NRedULYA^+9mZJ4?8ZLEl8{e{B5R^l zl$4SpTSS)M{Qi1B_dd^kf6h7gx#zxL^4wfME`|pqHmPO$wfj{^A@#-So%x4|rqE_Yif1>QxlEjSP0piJCU-Tpux zykYbAr;O(T8&Tsfi7yZK#wXiqk7a|$Nc59evltL|z9P-Ur-8B*@bwcCV87X{e!6@L z5Cs#1M|ATb{l$mcD;PYeo_s?%WnTo31`Beuf8gQo!rs0-@dDV@%`3r{kONxQ28@QQ zSZKBXb4KD$27Gn+$R*mB3HKdrk8}m#L1pe`nXfhx?sDBztl%PoyRGBy_16SYO?_RU zVNeK@Vmn=Se9Hm-Hx_;Ns#zet?cBofNE(=Rj7DtTlL14$pHFm%6u>D6QY_FVfc=e; zCnP-rTs$H)Mx4L{9rOA>frLD;k}4by>&L=bT_xt%_za-r+Fu;Ae*kNySxioi`*1V< z=2%QlHvGO++tLw@hqEH;Vw^116Bc-K>>C~~|M}7j)%eW=9DwU!8TJ1l2LM~M)A^LnAy5E0&e zP$-znAwZ|)(&3neLI`>*@ZXcidGNDxzg=4z4r*e#?;YsLf@F5X0geX**i7gXP*@|w zwdoYaoEKy;I(jzf5=-Bl3%}lcfduJtbB@{j2_W5|VG$RW4`*e^h7SJ3!C!9`qFjC^ zB#zx__7NzAkwTf(y-Otc(CoMt=tPD%pW{guEFZJSeXf;hB-r4PJ+&xH0G{f5m(|V` zK<$Kd#_|FVn)TAm^C+1xrp0}}10s@i=kb0=PZq&R0u$0Ff6|*=9mTL@Qa%4f!Bi&VsWIB|6czcR} zH4~mp8EVVc5+LE3Vx8I)8I<@VYJ?&wppsdn$|#}0=>TrtXKG~V*LdHHcO*jpj=N^3 zy^CPPbxbh=TL5mO7RwbEbK$d$v&?q!Jm}=?lYC!F2B!A>E4?`yPziC@YG!D#dRN*w zV44PIFPbixe5FF~O@2KQ5*Zk6Tp9K~MA&-uOPs^uB5=ONk*@I~4;l)YUV;52U@8fw z2iDV|b?~IMHcQQBX>YlH(%_Ha;MBS(4Q`Z)Z?PUE!xX!sfN>WQ7Ugo>7)J=uVe`*c z+pz!|vww$6{Vs&F;~~`+{#4lbd)eAynGSu@4~sSz=+H8Itn1}09XMAF)SN1c!9udc?X`p1)@)BQ~E=g&ll>A&~<@pc0AOM06z#wcJHO|3l3SqcwVy96$2mBB&f zE0Y>oWw02Qu+De43`Q~}mZoJ&;gcukL#{m?5`-$W2b*ay@!((nZwV^c#a3!tu=JtQ z;f^iza!{Yu_PET$0KdQ^_$Y1$gt+fLyllV#b*x0t%aAIl_IM_mmseJ+ceMHv6Xd%h(g(Si zkkLL=_w`pbXiFzv)gENP)u5EVMZPKkgY^^qk>#vCtL*hju@vTceSPG8i(zlus}mPC zOTgzG`=zCA3`ja4J77P_0H^NQw8b68v``9BG@TqTXnkSqAq!U$n zd^iRiU->jXOJOBzXhm_F4wYfmi^~Rd`28%H z&*fniB*=Z&%EDFykL>Of2Om^J9$%=EB?P;ooQz_eb?vAU4 zweQM=3UUoRYP%R&O=H62VUEEosnx(%C!u7R$$+=f3N~xYm9SsOs5~U8252dB8-LE% zLl)E4KVzgG1d5JREABmn6SfNP55YsQT3T7LHm!%N+PZw-|EmMSyI{UL(^{a_C@dqr z8rbr$vFCv}6NGZgr*fDz;QO=cjjrlL=(|1qrZc($G_0om{<$=O`fZJAcCH4f^r@nF z3q6FclYX&0TkAnZfvtUpRsXY4DTmD98X&|iP4?I_;nL*KyTPutaN*~Cw#%b>FpSjv zdXweLbN<+U;oA?PV(WwF`G4wR%ueXMbw?c}s~dh(!q>v*cHbu>)iuy95_MiHg$Xlf z>J+(*Ye9EW%?k4BK`>z{cpvM0f$?igTUe@=QdGN;TMv$Ru_xn7>Y%n#oYHAj3-yNt z14_R#;jdlT1aqw#%+u%8bsyIP^8Z-nak3srYmc|+$=5^A!98=!eDz=)`fOG5P#uW; zj&$?st%31jB{z!*Cgg?t>qe_p!@$x_TZf&j`Tt3eottMuwzI2=&huKZ)S;dqOsR#J zDXSMFf@|R5;11PCIA533X!u2{17rwLQ;M9b>$evpQ zyS_CWWtde!i-U2*?IYFDq4aeNj|vm?`S@C+Z!%$?WIK=|#sqbJ?;UuyYH0mI)miya z1y8vCvS%h$08@7SP6A&U42Jo{uocmvZJheva)bt^yA|sc?8*W2OqDOurV55!qnCpA zRKYpfv`Hef5_-h5`GX89VB^GPevi&lh+}m3^vKa6==vvP7?Z<8 zfvE_wguXE%2*j~}58qM*`@dYx|K*ztT5N+qOTDll_9Ey;tTYh} zX)1i5&6hvVMg?~&qiZUV41yvf&10-OZrL4PA1Nw?%G7VY357Y}uCHG6upjU*fJi+oHQf#l$1 zJX@tdL@9qQxuL3wF1=g`?wAaM_Y;l^$U7alIFgBs;!LpkIx8~kp9#Ci@g=QJ84y|W zt;bU;30giYPlw1xf!Hp&?ZLY}KzihK>u8ic+QI)V+g>{qd4-=^*;u)UqArii+%L5O zo&3e}prBaLYO*dc?TLYxH@C;{{ul!in#6yPJ@0^gOWcHVusaaixG%Y>I3hNCK{Nfz zVDxpP>~gtf3{uhWd%7ljXXuR(Ba5bYl5-+!1}_ z6cY;_!ar`kxpx;98&0|PR{B7ccl*NwDdzAOxBT*#i!0Je(&O$^3PDrGp~0=!qmcal zRnZTrE^xdYv!1^g4T2;kZHJ&JIB4>IpU6Tq(6OrrR93>^3HQ(gsi12>5EbFd)UiV4 zc7?Z#NBvQbkEf4xS_}%ItGNrQgdo#Y2iM!zZbEX^gXd-(cfe<;;?I_}P?)vOk`h!7 z1TlZ=w3CQ45OjhBHBa3{8@|^DOL?Nu^S4>pj8}+1P*T2+9?we_aNtTtqd7)8*hEl zt4l>L_bu#`_L7nE=kqSbSUlQsCoxz*Js&ZZ)xv^P@(_AdGBjXq@iQGTpbiC1VlKT!`p$&MJk-L z+`L9PNG)_$ByKhv^=C!sx!dQU^?*P52gLG`RtoKNTRa}=l_wazup^*I>AunLc|>IW z?fAUYJPDB+W#te3AfN?hU97Q0Hd>V79E+?;L&E7&&TFqy(5lJ8J`LSe6xX|CJuI7n zG(L*G`<{}Ca;~p!e@4clwJ$OTA}u&1vT9W@`XvtyEIpE#QOHF7qjyCv{=A1YuN-Lh z>W@NMo+ocVZoY#88lOfd!E9TCETR7zG%(4hCXYCS^us{z!@Oq@+jwdA5&N5{ z<3(Gq7d9Au++$IctsH|o<*J%ZE<~a9J@IE_Rs!HD-=E^Nszm6Nx&C_4I0@cKG9?OY zAHd$;k~gxyAm<+h6xVdNOUjay; z3Hev|ip4Ge><6U^h+s1skk`-Br=JHhb>&$cb@oYV%cXo+rElSs{Fn_!?Ok-${0uPi zWsf}Uo&=Xi=65<0?!zu|L(BPwT=0rD*@4+0fc5rmGFq>R(5fe)TIffD=j6^i+w+Kk zX*x1Z-&O>F@M?X@HTe+jzV*Zt_Z&DL>xq%whlRYf41$Mm225@)h?*B=LGRRVn?@5N z3`-8jXW%LD)^hBmVGjjj_F*(XKc_$gPs@o-V=_FRW4!ylPJ|J2Pg|x10n!6)+c){} zz`cdK(#^;NF0O&FnMNEir0yp@8YMw%=mqm9e8sSK;p=y#Rt)AV_YS+ z82nDQR}LX6Na#whJ8q#s0RE4cK@`C}1WxIXz8a&_VXupZch@~S%uLbo(Le(&-~3MQPBH{657mb6 zBf_a7*Ey%j0_Z6}w-~UAgGHa6`$AZHSi?2p$uJ43gil_k7gjF4s_ZCZart$%Lo3G#a8=F7;n-9G>@!M9?Rw7QxApK5 z6j=<>#7wpQRweMMB0*~jR|5U!Zfn|ubjV?R{AT4s1Myv@yYCE9!0<=nqY+Cow7i)! zoX91DYa);CF+~CpOm^aSsTadXToc7Dr3}8>F%^n8%fP$HOUN{|98~0tR4<#BfjY7M zwn_*cMt+^#TsNfxBarQVZ6FC2kFByTG#7$XTt6QFm<)NH7b8vGis9a(NmD+(7}%(P zZ8z77A=@y5Sd3^8;A^76Mxww$bBnV*qeO`7{l&Yki3j`f;j%w9IpEUhEczfX6Ba*N zMzXCJ!sb4!3-$aI=+pmmG$57&*IiIx@p%g9h3`5Qy`KygJX)~IddH%!0PuBSm7PmR}Wu*X; zYm!P#<_dsUkTPcOnFohk!`Nm%V?j-*y!{9*9Vitt#R_$-+~aq;aPwCr(Er}4{l4Y` zQMO#ZfzooweC)xJO>i9eAwOD}dW-@t6{jWg~{<~vLWdpv&8_VPwIA7#f3nU+|L^_ zKm36v!y#4c^VfH~`y~RYl2T?kHVYC*=J0aAZSk53A6LM{!$Q#_{!ONI;M~ z?Y9~hO@xPYywy)f&8B?IV}FCuFP_~F;}j3%X1sbqihKhRoV@DK&IF)YqLXm1F>B9n z;S5fAmW+IV|D*kF#-Kp6gqzF#I23#>?PG9s0XiSD;KJa~N8@adsRKS~XdXvQsWZ5T zRJl}Y`(k4eCoxXlFfkTQMt21X9KB8aRHMv0EE<<{wo&J@>J9M3hmMw(a9JmTlsFB9& z?l}yq9XRn{YJ4gZ3Q@8V-xE7o*Ld!tT|GZg)w1rVe&8)G=_p3} zSod#M$4ZdWgN++vr%O>t{9*Ym31#T!Z29*u!R07J9;@n=UWUGMZIo%6(vZ&GmFE?$ zWHhW`+JB;uj1CQv$4O_%sP_2G!L7F_NJW=szH=)LwT`!5m&_?fXHJKIOHe35Ij)~) zBr{6UY*jLT`CJLQbn64!O`;$kf|}UMED_aO)SI>5C8E4$n)Cnrf5MdDHvdCJ{mKH4 zO&7@MvddP(GAjx?A(!_EcbJO&2Cr%*U}@;WSaOPEHU-)Bee=KPU4&NIZT5;|a?ull zSZ;M=4$2$vw=ejKLx$%@bk4lWMM`lqqQ@WSqe}JXl3_eW=uwulNmerGR4gOYr&;?^^fV1cfIxL*bmr5xumF-b@1r#-p~qtemtcnSX-2QcXGnpUf) z1{Mj*)h21L;83Z?e|)a~c_<`yYT_ps9z8oG_DAGc7K$mdi%6beaR#5}LR@zYl6X4Q zedN|%RLAYc%43@XT#PYT`c3=M0!C zRz`!}m1A0Ot^`3=OVh`?+aAD{x*zadn|f@Xq)P;<^Ly2~#E^vDN~8b_uBpW%mfhZQ_L zebBq}+A}hg^z6Qxp-%ywM^Z0qw^D(yS;r?JMuEoc2F!?`rE(&H5gIg zLnFqoLV^UTF^3bn_7uV9w%zI50`j2WsD6*wdn{;|4`7ep#=;luJ{Mdi5tgkT?D#XO zQ2#1Cna=VF6;kHC#!_9+wv!nH3u+CmX9 zk|SPxc$5z^^*?LHg1jxit?m?BMka4<9DO zaFfXkAyqQ0g<_`I3|ToZN-}av2M_$o9`mpI^1x`ujX5`+4R20hnFH?%!DkS^=TI>j z%9J=YubQ*w&bv=ujg?zF_HpSoJ*UE$a-+-pUu0;C|5bMFAPH!(Vc#e~0DW!IVlUQv zh)}bCdzndv8I4i-ZMG#)(z}u`bEE{!w##FbO{Nr*o1~Z2NGl_v^ij3ltA8&p^;*PN?1}Cw|&uA3EXJ{Y*|nV9cQ-I+Sr%F zS=IN$cZ^HGrb3zWHJk>j#*wiiW@Px6oNn{%00G`_SkoejREXMIG~jWz6jDu8GQ&(* z`7>$zRlYN2FmJ{&y);<@Tc6H+70E3I@hxw^D!iva(Cp>h^c)h%2b^gF{x=Qwuj)3<3201EO9u@TO%oE`B6~o}1Wvxo50AysPDo z*zW=mZ;)vIWrYJha9SHG%m+}i`l6Cff}J<{uLZN_x#<{GGyRDS8lYRDMkT@Q!z7Dm zfdtT+O)TCKnGZ=n^9v)X*?@1h-3)o30o&b9*UUdmhvjZA3yd`$=w+@4CS6JJfg?&X z$(aQIoL##r=|uR;Ewsh!L=m)N8l|M0b74O8lX%L`EO2#i@lx570*OI8!0>w%Y-IS? zIVL5;+TW?40vtJ@&hg%co(CUx0VM3!nO)s**Wll6zJxH%Yr5BG=AkoI(&4J zzCF+#4?!=qtNsg!gw{eWqq>Q3FgMOAJfe<)cEOO*?k*f)3!Z0i;Id(s8}EEVB^z|? z&q;`FV!&u|S5j3>G6YrQ&mI323$wDGRx#iQgaWb_RWTmgxDsS*r85ElUEX+~I|kZp z#Ht)bFz~k1yO+tC3JkL9@o)OEFv_KNNl49?wQp}*d`dZtG-b5^i;ML@;v+*ZT>9_A zzTIutYeSRaJfDX7@%1DKZFwEk+?W8J95>eQ^F%`%j`O8alo$AH^q8zvS)%@>6|3bdA0fYx#coXWUyqOF0jizr*vZsiK{^QDc+ zlg>y}L1X_RuQ0T0wKBz0Iu0pT*cfndC8GqX3e5Xr52PcPhTP}ffl<(V`_z~#G_>#R zdNkq+Z2p&x-!~pYDwh@71)tnT+&@+pz8sB0I>DEOoh~JybZ1Tag!_HO*132^;i4f* zcwMvF*5(QU@%%VUoijLd6??JoHU#>jnwfg52V%}jhOx7r{~rJV0RR6Cmw7l8TolG7 zN%o`?LX@So%q~%co8(9$!;$cf6_q zvs@!fj_oSOuJj9<_SvP_U$DAcTcQwoV#!Tj%6VuQm@*P9o`b~GdtN*n3-$M(?V*&Rx=c`h(#>LY-KoI5GeySa!ueI_+(;;I`QosPNIn{W znlzFD684?2p5|Yr;DCsssPs)L3TNx>**!r+Bj+*Z0Vf6?j^(H9R4T#4_p0{algUHJ zyIpWQA_MoilG9_4rQx)~gFX4T(lB)Wll$6Z*{Ctr@$$>XeBANV{L0b$6lC03xZ)R$ zibFCc_q}dWaU%J}+UZ5<7^&{Ct|vAIncZxv)Nm9sP7L?QDn?;=S@ov8O9V8cuuRh5 zB%|@KVTbS+8Cd=H$LkY6i0HS(=)$SyENr^>jEI<=opq<5W-G1nFk$* zt`x({*TycedB!M%`ZNoKxH%r1mr&r%_Gi0mvMAs?k?_bQfC9pE=XBQomk(WsxVvMF ziC|HRN0jo@!D7dXn_ub^;k~8s?JL$PAi2w0ZbYvTY8!vAOUWz&>AdY`wuU9p?AkVe zU7rp_qi?#TS{ewa4LV#mErcNd!(Jz^k>Sq*BLZW92ov_FZn&<`hwy8bke$l}k85nN z;GG=M|9-7)vWo+YEQ+??nc%=dRLQo*GT`1`RrlVQ1^j($zRUVBK&4&$BIQ>ROr@Sa zWx22b4mwx+lsPjXLfr@==`PaeX!MVT(;iGvRxN>D@ zsJJB?=#zgF*AbY|f?9_tK6E(0m@z~4Edtj*Uy}jJ5^(;qaHZ)7E;v=}>}+?efP9s{ zih}}`PHF3iRH=Zp{R1CkOv|AoPF?3;I|qD4!u6^Z*kDZPH*}FG1zU;iOxZ3fP%~5Q|47}zd{>8blKrCqW+41uXDCns!snMoEY@crGA~Oo4So&=Xd`N{^a|op^=YZd- z7c&MS<)GvHR)vsM4hqi;@7VFmVQsy^kc8kJ7$56g6F!syN3VV52MabFpUye1zLE)p zqBf30BgK$mcA%dsDTt?EhWFe*9ylC)>sYzH0zy|8kuOj4q5e?nt6w|$@P|FPxlx)2 z9tDs5BMr--MPv8mxywxGk_~bvh?RiP!dct<%p&-CaX$X)Xc<@;7kOx(=Rx>wQxC#8 z2YePSwm@?Z7$>Hs4<2PhQuD&$0zMrE>)nqmY@@=*+XPLIBoZ97jk;F;DichX)^s@D zD1!Rj;@wm;7OWs%%(~&sf<4V1#&PB>&=lG$Be9$b#1g^3e3b@|qhtI3drO9-$rBE0 z_Cz2)H@sm{l?+5z3CC?Z;ZSdVLStYJ89aaXgt|BvL(dWO4Hi~K5RiTHufh-&e(s;t z5E~#vqv{=*tExE=@;>PoeR~oJ9Y1wLMmH2(50=#3oZknnEa?bSgR?Lf92jxTHwXGg z>NzYsGTiMvqPo46431Q_h~pMyPW0u2~V03DYm-1cRV zA!~idEs?9aAlA1r@q&3Oc$E~p`)`Vd07o6umT&H$SE;_e*E$F`cU?^{U6KnzcC~jd z*OFm$Z23h_GZ~zhKTQx(Cc#>pB;6UJ__JGgaN3Q$RK&aB1n;6c}#W@s1>$2>r!9 z_S1xmu;pV`A+y{O2pl<~OYZJ?)Bm2?T8nTTrAJA6%_m_7%Gp6*5W3cP`l+KdaDHTk{=Dvw_wR8fC4%Eo zTgrUjnSx9d8lPWYlMsq&gGX0&#~uT|# zaHIw`7J9j)V5InGi62V2crTLmD%FOJ8`DHbg<^{E1ii=QCA9!6R0%x%k%Dd>r&FFu zM&iWR@OR1$k?5r-8Wr>~4wa=EoMxI+ajnqwH|oYbB+t<*lgbKE^16Ru@K`a1UE1A7 zUB|=^uez`03YVeAz25Ed*);q!oqtIE1POZ*M!a|Dl2B7|x^mIOeB{MS91JBf`? z)&Hc6(J@NuVyP|-tK)4h85kC$-(PQbz#9fWOsd)YNSuu?b(SYOp5vfXOpsLYH6A8~ z+4mD>`6#q8-eAi;4jzAEvE}}67Wy!6GL%)>C~nR-HlJdlyg`e3 zVw&f&?_q-WMeR)oN8T0V)(0!Lx?d^4(WUl@6H5y4=N(NE^^FwVY%nxvEJMX|dYeqg z?PBDW_c8)x7oh>xr0A6PE6%oQjJ^t8G_V!P{PEX{gdUSd zRs9*o;{eHbfmhwJv2@M;d-ZPk z*tUCriFP3NK9%v&X2qdfXyt;W!Xzv|thMflSSC`Bo>$DWC!(HQ(RctU7#-HF5?Lo1 z3}RchZz6`ofWunVk56qAKxAsN#BhiJS?>Pdf`!AORY|2y>!ceDdqg_3Joh8>=av1m zHXm$WJeQrD6pe(Xdd*kfTfp>mLs`?BROlrUkDVdqLZxi@^o?hEATQ0-TU3+}rfa7s z*X_xJv{lVYOTx2&*&=B++L!`fi{3NV{)z>mU4iY3nSQYCx-WP%62Uq3XpVn+5s2+L z)2q9?7`op|>i*6uf%Z{y9Em1qn-;wP6jcaLmt>?vy+{!7;Oy##fovE)to4!hDjDi6 zWClODghRW{QIl6MNYI{D^D57V0o}zOZ;VzjVZq|L-Pg02Agn9;rDabkoZlhd)xf1e zeIRjb2bTg?2{)JhSCj|D6Y3Rbywaims*FaMUmUo~2y1N#_6IG}q;KmG2_8Gk*E0R- z@I^(#LNS;Qa(g@CHbl`uz1GTX_8twGtMd~*-%>!dhmg#d%!81XSNuP7Q$ftSVELbY z(a;)V-MB)_8S3RfEx4cJ4PSNSHyQlRfh6xJ1-DKL)J|*drRo<5_~hR4GbII}et4D6 zIX)RY2J=}b%k#iCuvFp3R3^Nix%WntngUyX<&3}bi2;+9QS|VFc!=()k-Z>G1=AAO zjM?5&aMB+fThLJo77MwJ8^%jPk{TU7D9V6Q{YQy?iZt+R=7$N-7l8D{-mGCG5~LOR z?AjQW1J+xv$oDwqLr~|lN2_+Sfa&XxQYu_9d0eRed^HzriyPj()Zl>Qx4mn=MYEvy zz{-d3dP~4W({66ot^lUH<>~CRL?BSCZZHN?Kp~;TLc<{rnm2zNxua4DacZY_84LX1 z zLk>j$v-O@+O9K9wlY_4DMIfkG_GzyKBp6Q}5bL(XG%9Jx(K`jc2sinEJC+As>Zcq@ z4~gI~f6X$vmIy+kdp^0$3-W{UoO7xs4!nBCUv^&i0>bp*`X#L{=+*v7=feIN>`3v| z?3;;3=CRH$rKh0~+anXxc|HYt>z8fOc%BG7HcF%Vv+;0zsa!lsBou_A8JrtZqA2~k z!IL2uj6FX#W*h%Yz`Bz$vA>P8@fWqBC*+vGH>A{#|LIG?;pZ&JPVK#DqV!mXsOJr8 zN5cP7^u58PTwKDW!x;#h7gx-DIfbtAyWS++2uH<%jJt()Nw}z+vAbR*8#7+BEtWpY z$JGrzU$dLZShM8fiH9iyzrXh_;nFi7^w#3EL24lK&FINee}eFYYoPx zNn>Ll<{BENnqcqCF8Q{rSA?=3b5qEYNfJMMc5&Aa6)`V z2`Uu_d?BtcMHe-4XQ(#=H)f=SMC_y>@7qy@2RTHviW!-;v(Lk=K93U5H{~JMOxI{r z9~s;KOuy9$EW%~6=?*SMbo}CbH{HOHg*q26{aJRCh4<^u9C+g=xR+F@&QKN^saLm` zeX^#Y!hEU8@|pr{d$8d|3W0{)E&A>(1Hn7Y-{@TRl7&;h|5o1E!od=MkA(OGJZ#a^ z6a8_w9Ovamea6Jtc;)Hp)W@&sXb>DJpL#OFFD}|TB>cG)TaM4w9$K^c6TIwax8ifq zJYVdUXE_I#C#_63+0Mmzy?wSCJv_92yW2W*f{*V`=G~U}tU~b*O8ewQYf$~Qf!)#h zTKuxev`Z$U4mWS#`r5{<3ggZ;-&ZoKKplJ6Hg$nkd31ZrdsbkJarmDYlS(`|*d9** zUWImp5y5z*25<4#E8McI#lZ_?*<-)zkiYpwz#Yw6TyM1}KHg7oZq03%=Z1JFhN|j? z4LnRpF8QW*orh1v8!GcA$}!@hM6W?~1v+`YUlehv64Q%2#x#~y<4aZAnx)}2=snBO zk29=AcpGuM^g}t`IlAhS@TW2)G+e3oGATp1tN9PkA7?z*gihuLSOyP}mS_|&)cR6%1tiWcd{GM!2Iu_f8i`;(yG zC+uOKRuNv)Hw^SIDn?^_8>{GyQlzf_6!LDnU>}~lxOF=T^SkeE{j)Cx$#O@8|FtFI ztahwIm3IR6i90H3@RHHvsK#K?^DI2sGLY!yl8;)W>-WDFtgjHW?@-UfB0ONTN5-j^ zj+zU*Or|aJ@QCoP^k@6ykm}r1|F|It>ldxvwD^!W>X8oY+mYdm?T(pyv#v&B|HI2i zls6?|_|_2h1Ev|+{jb%7SWd+D0>iMCD@n*yTUW-tl!r`PCzDalvv^P^%xTG+U?`ax z5vfRzf<3YPou@Vvz#(h@+Ev35ASQa>g+Ajc`1enmy-C{u_47Zs_8)e~t`E92MT0Q( zSbFuuno9)SBD`Q}->VR4jdGA^=BL5*%7-??j_F|RR-Y45ngw3Vxu-virGuEr*QUZH z3Bb{+J7~B<;0J|Q?9)0uK}~=D_ME>1np9f{E;<|uuO$^{MIPnBY^#m#7Iz9v(4G>i zYYRb{t=+!Uxe(@+d$`TPWY{(m^62wbB9QGXgNf~#&?OXH{a{IL#qfS&?3*g105(S{ zTpX&%ht{^N>|4><(3N%L?@_;0FfUuhpBE_xOY_rzRtT}7f+x1vdY%Q(&-E*6RIwpu zplYMO1q&p%Z4j?cVu0i?muKHU)1W&y=dsH1Lil)QtLNF9BU)DKrngv&-r~gb+IItrBeOTOC4lK4(_`M{Q1MOf&YWl{8 zs&yTQmL6wjedd#g2BqEXxIvBPqg7gE`Q9bV;>Kx`6xYH!pY7 zWJ6E1{R8o@ELc%i+|$2~4TmIJ%%NioT}_kG~g{*L*lLD!k}gP zv#E4Gq%8aLjL^3=YQ1{_eXu{j{Jn++w8 z)1Hd27UYGk-nXDw7HFQU64Bethse`@fwqB_(7a%W%)@|6u-eH|^%3ZvpSsOUtN1{a z`}rrwn+Gpg^qt;Nsj_OX0~y2+(7aNB?QdiK^b0NI;=P6x9=uB8p15=%kPC7oPo zT?EojuIpDWA_K=}>F)WYEEudmf8beCx+T+ zH_S*7wCnMeBuxqspH|$gQY?TLf-yceBLl-bY~MsN5yH(b;h=R242x7O(;5i}X7R@Q zpa47Y2z38=PAVQold0P_R_21Dp^%jZ25o-nxloer`-h;J3{!p7 zvOc|FAav%e*t~2vnmoIvez7PN>rFO2I=$us^3A_YT?!|_VA0V{_wJ=Z>jBLd0ZM5g zZ)>JBcsB_g_V(x091916w$|Kyh6zw9CA!xYg3z>ZAUIJp5l5daPKuApMQ8gHM`!)w zkzl`Yt}a^x6!Lfl`%cb!-Ch=Ed-n@<0PdI zXQ0aBm#zL%`IxZd%Et1DLcD+8PEFS%3kPGWUY=YXj=h8UW@01=mBkW;%ZGzds9kP9 z>tO`8u2-0pOGw7eHwtU3L~~Hq&*ZqR5eY*TNOQWosCZz0liG!^c^ElzS@c^`B7VL6 zILDWpfWpekR^85t81l2J-^w-(WiFiCZK|1v62du0H^~;DP(WT}jBPPawC0k=!kOqb zV;7vAT7aHaW0oh+<>D?rSd#;Z7%DOSM888&myhak!tUl{#->G)IT=)(v8aFK(MQKh zr^wD;dlt61!q;<}9P}I9-W6QHKx)J2GYJ9(%?{;1(gHH3NM;)O3Y0rG`ObHYf)o|L zJu!-gD=vGTcJM02uJbl*i76I3dg~iXwwB>z&iBTZEi7EJ@>XrV7!_M1e~G7tk%SVuKqyBFfy%Q=PwgQrH&cg75KWz zq;TvuBMQDjR31U#S?5{4)4EllPm0qVD|3+CUZ-&8bRvaEmdPp#SBJFAe#N!|fZi zim^wja?I>89o3FJ6gSXjVQ~OcK&-#K@8tELW#~B}y3I45hrg;;=5}tWz_}Mf4W;7( zKI~8PJ#5awhMZg3mhV_N!1ugX!)9af4-4~)vOWmA1u`_FPb;rxIWaGj4Hrn@KC zidJI6mRGSgrPb(Uov`iaqB`t`@oD#fdh}mlIIoyjkJ6^`Rz4r9ak_b^W!>#693pw- z&c3R~YovH|45+~!3+5L*(Wt|dR$;#f|EtIE7aFacwp_;fxi{TccU{4h_>%(xjLSHA zt$(BU&U!o}lcDF{TZ>({+uG{{`ubz|O3K1I+{?cmc~_$z^DP2Sofxb~MyT20YVsx2 zSFHJ@WO*4gvg4|Qq%Y&5VdFxlz*GNjo=ylP*}#ZR(t(!)A@Iu}4yQ2vO*ljQ`6!EJFcgzNi?V^^T>$j1qwC$z1@NjGVQ32m> z6ACzxbt@4WS85a!Sn(*?cz5JeSS)^T+Ii>qP&|fm99JkjNX4g;sR^#0IT-TxN6OvY zJaig*ud`+&1$BJ3CR}Yu#_&5G<2zS*U~6uuztQ4TC^S3ZCqE(qt~X+TN~Kt!lkGOu zR@oqweN*cgJs*#+MYb&)+mnVZX2h`VN<^$*sP|UGJPrwRAGl-u@u`9{>RV{|uLTI22wN$7M^B zrHJG$MJfqNQp!;&LRpfKN?DU+4_U^(k1@tFmN7HN*al;7byP@xl8_`xDNELhXn+0n zd7k^+bIyI9d%x$NZ(Cf-m6lTkRM`{sGEF5ONvZ4?tAE;qX3y7`RALN7@rEh2I>o^_ zmrl@7O$3#D^SnNOvEUkQA);d(3Uh(;U(Q}~1j144bxKYSxWg`BGJa(M+9#=MFFcJ# zZvTg#@iZ5(F7I1dKbioVfoo=koRfj8*}PWlKO%T;JZEYnLxi}m-o=96agg*=nD@PJ z1n?-CNp6`61beZb#l?YZz;gt2ehH|8yj`WsqtPVz?zeNt(-WD%67d;c6P5|+_3=mH&dj}$x`&(8-di<PGR*s} zoVsu@1%l4Mj(*FN5BzH`%c6Jzh`xKjB$3R7(iBsLXGu&*(g=xt6~h46mdnbkgYtkA za58AsViwH#?){z|wtT*uSNr`{Qh=p+^V8R$bm$BSm@}&hsLnh=(AAHyJg9c4K9;%1^sqpizpR`#d1@v!E?5{tW41zNvn{{$Y zP?3@QUN0#hm|s`O)=`)c@n@5b=2<4l?#_SP+{*xZ`dn>eUOp6e8HF6qrb2(da>7}~ zbaWFS&oqs z`!fsRJ}+_S;8Fn`^7}HB9L$33H3~9iods~h;{0HW0|Qhl4(n{D&_G|hplri;Dv)wj z3b)JW0PS+a{g*N<@Te+TUHXF!%BvkDw{9we?2|_y)f_2;`dcG?8}eDO_L$O_rZGCq ziH8N)9>{}XskonC%QM0CQ!*jVI1}jH$>$c1EZ|?8PTx~q0*0Rj&M?=NLaj&CpX!~Z zFlE`GFI!a%`cV}L0ejf+lSsO=KfC}4?fm5r-qV33N?O_fgbMmOIPE8t3s(}JPT36> z0sH1N^RRCm;E-1EUVh0q%M+0CGy33F-G`IlY! z&_sFq?aW;&1oVFX)x9ngZU@{Lu%H&e+`IZ`9-T!{YGa;bSylur<28R-V?{9dZRjK? zw-81{X3q17Fv0A|5og0Md0@iM@950V1QpT9D8al`DE{n}>tIO)k%|*>`zLAOS0d5( z+N}UoeR2z(g$v+Os^bV;Du9EpN-ypiV}Qw>I~<*>GzcO*8{2J^4If9}M*8echvsSK zoW2GTTvb-2R(*_tM+K5=q)l_7>BZx{i@r>dytupl1(yM32C}X+>T;fgCAVfZ^FjNp zL_$X-6-MVwrc(>kV5*t9;Hr=euD!(B;k*d&w3K0nIp2Us{B93#l#t=W`>DO=kFue! zt^Hl=rVXM#rvF=CT@D#-obW-JsK2il5aUv?-EKz#78n!B+* zbTK7YSL!+<<(B@DF^qzK{k0(!0}`-a-6elp?muy9O+!s9miv%^n$y;6u`s^k*MRoQ zU?8XxMV|-i-i43|}vO zG6I(L7tZ-F1OS1&DEXq{1aQy)@A|4mZ#0XlYrT3d5);&HGuRhM=bZd|203etS569T8E}^^Zd%y{XwJW63D+McDS+jOJ;gdIr2{+-iC0k6r}E&9;C z%svZyrb7;|4#`D*jh<^8bBI{|QQO*tClcd2h13r}iN>vseZs<-F*xcaViR1EgzK$z z<@9b)@Yu+>u_Bp@Lz6Be9aS{E&SX9h+``0&>B2(I;sPuR*~7X1n2M`{O9{6afZi6S@!Vwl2VH(_8)21`Dys zV3kg*VlfWw)q3yLLC3XTcTPC}%0dtE=`k%tw>=s7cGbX0obc|TFR08{S;4(oI1 z_;bO|Z?QiUTSs5Zttv@J|2GFVy)I5iUnk#~7}rc}HaxpnXP$!{uFswl57RNpdcB`F zg^9VF&4;Bwu~1-EIJaJBIqxm4y~NE_{3&36bWDzlghzjfVkKEP10%@?JG0UA*O2$- zhzC)q#|c;bswhdwBElLh4|; z{E2*Y_)_97vyy=~yt|bq_zUn6<>fi1Lm~S8s9vKTS%i+i*SnfLFTtMXX!5nPGPJ+z z)HOn3<8eWoF?negn(Xo1m{rcgzLz_`7XD-5{}e36hiB8U(e@d~$ z>T}|;KOCHXM>LvyUx}xl;+@$;QvmYld8ZtjeynLc5*Rr|Ek9#SF3PUfV7x&bv4QdFI-ID$HmCL67{!M z<=EZXWG7}@j$QOWCdahO(cSHpZBKp$Rf`dAzz%?9ae)AYh;=O!fWyCsSv|5s6l}hE;|gC>px8i zYulSwfscNle%?P@j!XKRgFs5;EC4Bvln&C zu)sj#DZJpIwuOWL3!Vxbw!n|F3HOg{x=CC9aXj`d>W|8$J~aTF2g1|-geVX{pHWZxFOS> z>(W^G_r3C_;FD}5{xRR{CQyw38bnte<0-*Wve<{wWxd}CDNT1_WZ{-y@Aj1>W@3Z( zL_m{p2Kp%f(z_sCpU_gnIg$x1WzmzTTlw)sH~+>t#Ew8tsvEt*)pm?=m(qBy7b! zOfhav&aK}Yy^u^Z`@MHH0p;~N|3oInVlPW=)Io!YSsRAiwN81VkStHWV73>Cy9nfY zgx!RuL(kt>pA7+_2fVjiRQ!S97P9}H{zcH^Gt73>GeM!6V}>sSyz%z+tSm8B00!J< zTun|4gt^3-dgjJtkQa{KbBL4-&i5z&{Rt+4owqUN&Quc2|Ezq@(2M~~f$MAPXapcV zlPSH)^@e60mg?T41h~uEOAxwDhTBreCzX;3Sy5H1ro6IXc;U#2l<`bZO)1|y;FAvZ z?Od1Nc_avU9{ov$5)Y&?&e%G?VDL077h$_6L0gx6bI_Yi5ZQHWyHslq96X?w#5k4< z?t0>WCI&g+`E3?huQNgS1$pD4C^GOTe~DS+oCNx>^jiL#4~M4pyDvR{?F+1kEu$hc zX~42qtDf0G1J-6CwJowV&@60dE+^2z`n2NjyR&(4MUC`bz%B>m?(TQfY|n(BJ(f-v zxD?Q?_A#EyAc3p-kI2rMIQU%6w&YdHh4BY2VGC>~h+1sP7;Gs3`Fl_QE2&_Ciq)eF z#phXYzsQXz*N6!wP1|2yK1K)a!^UC%1oFU>36>AZS-`50T^h>Bgz-l$FEpB$=fBay z9v&+;%x!tadn2_FG^@=FzMB_<@491=g(l1McK7b9uBYgbr7xlPygD1q=9~hHY}3K> zznf!!cc#EpQbNns=Q&`c&hFYZ$%LA(ZK`I|Ob88meCxJn0m$r%zxREb0q&ju4Upf^ z;I59$8ap>Cc-!5fs;{B|o#W*b>P&<-&inUufl09b^yIAA01ar$_qG^#6#zqI_x(dN zOc-z)5RRT=g7>cxU40h@4BDB#Gd0cw_XgssFJ@Gjf9mZle<2-2yx+>Xd?Nw>scU`; z%f76;Y_#ennFXDj3hu9X#sXcB_58(&g)lF$PbNl>1sUF-lbp1e&|!J>)~G{1SZ>vM z5bu%$Car(vvKKQz#H78Pw1)|D4PstbV%T8xgmF@7nV&76YxS=xf)n002hJWYgu7|1 zv2ZUYj9dAJzrIKV#afL)=h-YcbeXehHh}_Kl+t5Wbqt^_sik+VWD*KuR!Gnut{dH*|*LSREgHj?qGRrRfVv!A} zF1p0@d}F}ul!(PQJ|X*~p6ubm-gO!)O1M3ZVz@h57ASjt?x}h*JqL ze8F5kc~cmuhpK=6c_;)v*X~P^mCJ(52al`P^3dVOi`)Y@mZ^5>!w=bIs_zjmUBB#8 zy0`LM-ezRLhjS)8Wk<;n74!9z;)^604lF+S&@uvae=Tt&Z!halGD-T{VjdK~Hj<9i zUiN*|RnN5-=}^C*q*Jd&ho5`zy>MH|foz9IR)2^YVCGQ2MMRwp>RL8dEsqjlUO{T< zvSToC3_=@P*e>TdU}b1E|L83TD(tP>%@fKXLLpc`@N+Rxavr!(46(t^#rZd8vOthG zk$u010bd6VH=0crg6*!&i_yQ!VZZ6$XpK!=IL8~Z@mUrZcn-nfn`AB!3qaX#?LbBf z9kdJr>s$E>;crDM9#<;^*V?B6g9#jvZPmQ_Kgn{?yF~aWdYA*&i6hLi@HQo+xKR zZ)4l8muhsF`4PM=MYR~@wEFi~h;d-Ol!inMtqeML%#S=#FN51~VwF#I3HV-iefBM% z4I1sM_9?C{fQy>0UF{ik2(EY0$W+e;mPfROaYq(}I=8=QP-cN)yuG^Q#Ufa;F)WhI zUhWT0H*5|t*wCo^@CY%91-7K8gn~r|cSgbaFrZiMh@F3S0n8|53z*OfAmglpLFncJ_@Izl{a2a+&3hdSH7b|?lZ_q| zTBkF?ySI16ZjoiZ)cnkpZcT)bVKr@G6;x<7eCjW&kPn+G%{L10=RteOlh@wM`W-&z zDJ$_g6J|fgEqr;m;c%Y13mckwyzeRFrY>a67@+1ySVRXH3~C9 zgvtwYPCe@*nPI>W$r3BC zAPfknW`!6AgQFW?Zx5LWOIXd9xJEy?{ypy|<(?|;7d;C({H z#wk+*>TPc2aS#rGC6kkOW}G2>(Sg7-kP}LbJPGt` zOZ`SCA)D8IB%0vvCE+&1OU$AkRfwo7ZHOp+gv z*6e9?JLWh}y;vbcRtBvgJu%R1vrLH=QhNVL0?5CQ0gs3(^@OWev{mB5eTP7#S z0XNY^Z_M9vAR1F}I^~-^3Au3_L{0Qlu}$v$%EbLQks*4iPlQuCf5V}k!K(C)P;md%-s^+aW{;J6Q)nju5M04>%n4$&h|_c zE^q&Kcr+W;n;ReQT#Uyhlh`XBQU2JLzal<8(H{c}ERq9m`=WOJT>K<&C{}2-eL89! zi&?Au4YpE=NF{Ov2PVm=%JXS#$|VzR{mW;bpNqw*;;9WWDqeVBKE|y~b$Pz-_;@*Q z+6{{r{EqiE`(tRUEw;x*WAJtX``>qx@q%@@j9*t89xy8QQSHpcuiI{o*e}E(M_^2n z@!}>5ReCob9STO@UnyI!35O!P`^q^3k!alFyJwuHO~N%5oE=W5GVoI9hUp=`98{gp z`CueTN2d!L+!o{+C`0;7ymTN9E#`hX?{17o(x+~%6IJm@hz<8TKukc{aEpdb!z9%8 zKDXweP6qDq3JQO+J_lPiUEY~LnvXPDDYoP$CPwAO&m8Y7zy#f(_8srDP-~lU(E5H7 z9x&rgvdf0!*fG>KIdci*65&a-7FL)%qoq4&qT@k_0b4) z@SSI&eGd6->S;Rif1Xf|xJO4LWA(=q^>p<5NxvtN#YAddXwaRYj#%RM<<=LZ=;IwMAg1j+J{0MIk-|~h{(o6>vr!EPb8bQHFi-lim+A%h5Ae%U>s_5>+dNkWZruz1QA2XJ*C4fqO9HqRhd{ zL>XCkS{a6kno7#+bMT1>Ij2mf99<1`kG++y#J=f(SBiJI_{#88`^?&E)DpeA|CLq^ z3WPZ8w{Ne;H48&G^R&1)S7{%dv5|}4-EUXzH|FAG%Xxpr#pU&ve-_tns>ae?Ih9(; zHAv}s`EjYH7QKT?ngYMoVb^1_y%yBs+q)IvPO;Va*HV}L-@$4;mvXw0s$GpCmuEg! zXH{cBZ^?#kn;PW*_nq1pSc_!+Q@kc&br{;HfKajKDKaWS~Vt_Jre_2$+M)u3`| zx7=ojTHNXLYHDIn9Zt>*AHBt2ga7{eoLE=O#l6@b61#$nNy>Z*hEFTdHA;f`q^<&g zK8trg^RyC=3XCMn)pJqm$=%M5YgJfZ^G4(FOcjRy<5PHjyBbf0{unvz!9^|kQ2k$v z99&d8d%k7`2d5J|eFAjK(2c)Vd4o?GUU{?GVy$R73YBDz2NhPJ+pF?V!*X1_aN(zi zgnAY7G=$Z(jB@ep_D?H4>&j3i_P2M|STX(?EIwNoUX0t%tpB#pv=~XcKnuQGf)C_3 zh|R>8VcviHZf&qCU#?3rw4AO$BJuw2ULP)s>rc3_)^YLr3dJ>@he}YI$}+v)TZqG_ z?~^r;7vez4r_+3!3sGRzVR2qfHWEtbi;X`PA#Jmt!Iz6AsBiOG@fy1n$DC};3T8Q2 znkS)ASWt=?{P3Q7gN1{EjXV0^GO%BIos`)X2KK71ue3bFKyga!fg}qiHV&b%Ut_^C zyX$hx|D*HCPTL^V`;l@)VaW^$vQgi*Br9Oksk+>&7xYnYeHi7-3m5Dayy-LV z6^e?7xMCTpF-W8uxsN>};?nxT_|;x%=yCRd!PiaUNErE%=b&){xhNePSz!SL;rJyd zK3h=VeW6~>)&e|Rbg|)?BL*~iO&_^>6R&JO+07>ziCWvo+M*m1uy}v$cY;wM>YW~! zqX;bTzrN$acSA?$e{ggD{EKU#XWgBCF3<)%Ez%n=esM%~jsJWsUxuP&Qc2du;#l9h z8MhTS?G49_y0Pe;)(N=de{+}pAQkN@)@DYjX5f|Hd=+7-NHp7aujXT}ITS}eFkczv z0xVH0v1wjEupf|!6zBH>z1GROcdvDT+tggUvdaw#Qa>Wpvx0DGfN)E+H43%W81C=n zl5seU{b$(761zS{$+1&HL8jx4=Zri7+NK}NeEkp!c5XMGeV+~o^|6lH=vGhQ3FwIE z?h;0O|G|aRXFX8;>u)4hM4%o^-CT382`Ca}H`>0AfVrZE4F(UQAxhkE$DNjF@NBBy zm9(A!bhVXRZPguslqsrMZhjR9kJDZonlH~ChDRF-YDu`nFn$Qhu{eAvM#GkI22>g( z7Mk)yU@3MaC!{_EL^fOr)G_p3_O+_*$9jyQi)a^rf5;aDIE%+VlcG?s)N-gYgNVff z*S=7zDQIgd_OFi;h4OxHLjwp#!14I0HfiAv+8m00&csdV-A6tayTTW^tAc86H(dro z(x51lluQI*V|Uw>9Ek*F zB*(R^6b_3uX<0lr4*|pLb{yBOhib;|Z}tA`g=!96tlz&g8ZCMoOtT(4q56-qr7?RW zz@_-lDYe=-sCjMp>?b823_g2t-O7&zjiOMIxPdTOG&4L9GV22M7^}kjGS`vKL5`4c zeqS`<`mJC<{uYS6r4P;!9)kv-D^H+F8q}V)KcP9B4$D1rw{^nO!SVQ^Z32=hP$}R4 z^mzjoCXvyP14SVN$1f(SP+zgL$F?B>T>1mt6w8vpr7=%0*?r1gD8$qoQ->z!xHjXo zQP5&AwzH4q0gJ56M`6YR@Zf0s4Oz|%5NKA93ggTM$Jd+R%Z3r4tSe5914Dp)kIN|W z!8n+ZNb3&gO@Z~s@t$~%Sm5!+cFX&O0mkO>Ra2@R4@?V+1&nyozJz9v!-hiApAt_ zYJ)Z&npd4@eIt3``KaOC*!5iC8T>Ig*qsA?c5y-{bP2HJb$rt<{d8C`EE4@w_ZWO( z$o|ugaHu!=l@~J*3)W(F`Gc)^n3c}7lFkE)Ei_ zZ|ZF_PlmB$3gT>^K*BL<4wDOj?o(y)!?N4m)#KOgYclN4m4Fks)9J;OzIIxCI&yZ0r z&_hjruCx%r!mdeXi#8E74mdBy*5e^T`?)k~Oal#%yr5xH67Xrg%WW8r0`8;?DY%>p z3Qea&d+P}>ain0!gccE|K6EH^y(WTt{x9_nM1Y3Yv!XHQa9~o)W2R$}43egXRnG^a zplxoPdj4k^@R|taYO~)9d+eip)FeXqK;~P?SJ~k5V9~0wJ{uP155GF6hKHkrBQ=7r zQo;PyD|$I40R)uB$$0}2Aoqc5A+#j~1Qp8jHZn6oFTtvNbu$Shd1b2)%aGvRR4i|5 z7YRO`H*Gy}E)QG?2a7fX5f&dlEXftYgLTA3RrP^%sGpJ2KK?ujm`U2MYGrsxT=_iw zavvEicb8nZ1uF3CZ5LIrp@C+oSmm`JRH*%;>}h#{0z#t`Zt=JCVg1(U-z%&26QM^ zE=3%m0dX(K=76tcIJvnr=fHX%RA238s78|D8pYDzHkSz(f5>XyZz%$AF_F&gY&06Y zK-d*p1Y=)EuAjJ62>yJ6jlt&_Aox|nI_KO z+*jciTm*squNURmSm`@RDt}!B0@6!O+Zin2N#K)6ATR+-HjNVhK!YQ!#OtH06p-so zuAy<~gQC@xs^ynFnEoC6?f&rsz!>crPqt4G0O9Gr3ygoFn-%uHxquz z{c{=&XF^BapJxml9d1N9F+Z76fXCuc?R$B4ye((e#`LpbDkG ze)2(xA_aDDwdt6=Ljyh4bP=IrG{D!796o1Fg`w*m!Jl8`!}%)3J$@&M@Q7Pm$`gZw zGWE5%xUM9?x4m`3HAlc$jZ%iHw8ixVU>1+0@C!nO{ORx-2Xf3g|Ep0x~j;s(vB?X(ih}qx~74r>_QVq z6Bb^UDwuqcC4fC+AF{og59TJyzka_b!P;<)DX$y}LWL(z+hExLQ7J9lz-K_4P|NVs zlE+|RyZ75(%TN&P-77^CcZYwSGajSCKV64Tj}A_Y@`bBdH*5?2XW`c zN9%o(q3mP1$baimfPYsz9dOSZFxfwUk-MbOROpY^JoR|c`?@sr1K9t)rTjs9Bpr&L zwZE76mkz6hQyVIj6i{Y{?UG@|07f+6VT_Y6gjR3$*BVp>Ng`{<7mNo=i2o2*SQLe9 z^hi&=Bd>v=y@t<)pIG48eX(tF+hb^Hik@ngO$1|6La?cQ9N6r6{EeqM6vPsSjEobn zL;X^+n#^4{MBOGOv6(9Z%{I>)9~4PMfx9|KNzYSJ=#<3Izi)KW>WE>w=|})vG*j3v zw8Bw>FO|6)eFPa@(@KK(y0g`Y+`Hqd7(DJgqRfFgV6WHe`?ewof{oUB04Fy-E z2^ltW)nSNdYOfFXj(EhYR1ke)cN$8M^^dao5r>Q?UsZ|gx*&J#oYiWy9r9g@-4i3~ zf+{T*JTptYkYIa~yt-8c;;kOu9a5KoKHWFYYUNBrVXu`6hIZkRo;IZx7DF1AJ@r&OcVt9GMXo$y$nj;gT=aV^av4<# zwtbt3FbzT5CwzopwL|fTvv(-)J=FPxl?(-D!-a&T?r@NF^6T(Y_JdG`XJ)NEcL39+ zU)WY|h0GWI)|kl<_?c(?x@amS z@8a`d;Mw)5ZhLF^WCG0IjpWDcS30!gTL5mE)2X}9j z1SUbC@3|Ijhe#-snx1?+<_%(>deqy^OrUU?W80WPD%kS5)URi-^-LjB$j z%K9Y1?Duvnu{Abdi@8!p*9lPnSi-n_BOCfMPsNqa62RusnYVkM;b7>U`?Z+IDPY3z za=tke59tB7`!3Z*fX&WpC%bYYpe^QbG2JvvidCa1-JRR(OQ~MWi$!vYiYE=+R0?&JqBhK-;K-7uTR(eE+ zIjyR#7IXPi_o#nx3~Ex%vvNP;O@Lwxc6 zG_c<|PB@rCV(a-+)~2s0P&na!^Z*x?J+A^EMAT7$YqNpNZ#;WWOnHdwxa5LM?`<8| zQ(0hFBcjzGk`7~yukAy;(;<>us=oIc88kA=zt<7yAQ{q}T9HNvd-+Xjv;;cf1?iJ! zpQxZJ|8!>s`@GgXhb)fikN}%Abx6C32+78Ej}I?oLc;foU25xOkdEK<+slv%%7!-i zU8x07S&{iW@CsXhm{trOax8!kG$(Ab1OtLwGi3FYXrS(LXvK7ZJzw=K%j1gkA^duR z^o5%Y*th@kT(S}i9D|CT_1MUB(F5xq!~#vRcaByzh0x{JW#VSe0F1NivFK?kU?wFG zehef-bW^NK+HDe?RC>BhKEhz@IJy3mtt^mHDcgwAEChnynN-r70^l)Pafm8pK!sh- z3~Z%=aN1s}SSd2Nhw4Aq%E<*e`9DqC&Ulz|#r}-&!b6#{{MkA(1r$p?&ren|0IO8D zQB%bL4Z`u5OYUqv)p;+uUyBCZR_E2C)5tJXd61R;hy?g8`1g+_h`<#l4kui3aI#oN z`_Diclx+LuOwc2PBqz7muTeTI%RdwHV=^F;BfP(NjsYjtt_+P~>7c~yd-!!96`F?6 zewR5zhTMezlDC+XpzXHJ{kHqrplW;jFvgb*H#8@RohA%u8hfikn3TZI4 zv$t+r;fhQf<%GF+W6hn|DPkjZIl82A{?rzc1)=FW0hTfhY5Ba zqsE`S=wPsHiCJRTKfkcUqx<7*y=cIisdZ=jNWYEJ6LUEbXw32O<4HPv=p5%wuPp#? z?Nr$(UIpN*7H&_PWkSzSB~Hd8I`pKftL#vsz-mGI;8$G|2yD_+Db^!^@Cq!7I}t&1 zQh!{Lt?Qazt}F0OGT@KVGKEQD0Q1&u3*QksaFPyl412K8@p`8RaTB}$D!CiFn%I0} z`jkUa5C`iH?`qBcl7Z<*wtcBb0+EYnqK5maz?T8Kdk3h%O)$DH%tj%zFeaA@1>Ci( zE3EZNFzb4)%W)(d63kAyS<%_NtQ!f}xKg2(dAj~VH6E&c4tzUZM1~#9+HxtKR3IGw zG$Tf&!NRG5&G+6?f&8WXp_3E^9DOw#xm8F|Z`hK3Qi%vU{kxY9L)iK6*}lc1HV39m zFxrAosZhV5!sW*11D(^aNjII@^{p*bA%draSn%Xsu;)mqhM#}{1vE2`U70Orz{Gm}r}qvFke+E*^<8rubg1&`J4KVB+j*T`?EL?G{Mm3e z8*rxEYN`&?0C#_~e;~L32v5#*6N3ss#A|Cep|Jq$w`~61V#@@Z^jCsawlvVtD$pPM zNruq%j+w zq97Ug-qTF@#%ORuxZzg!C=GOi1bfoi$jcVNrs`C%SM=J?vn3z+DZJMwnu*}3I99e< z01pdW6&GXJJ|@+6ruumf8IJV5X!T>#VM>3J`>-wBhf>|&(FSNB{XKoR`B^H6bO`?9 zz0BsHqT7f5zRdxuI)3yWFCH!`sMFm!^1*gww(LPa4VF2>?>}RsFC*F~lfD0B;>ofj z!R-7Da6dLl%!eWUU!jey?E1a@_xw40CO8hoQ#8J(KwVw#1KhDG$jY&i{eKxta_WR6^S%P+-`jM$VX?51M`$-}{?#!5Fh#O1X%KHs@j2 z_ql8ylw7RGb3X>(Z$sbCeT#&B32PTMT!|2?$1TCCB*XhW*#)5|WVonP=hduA0Z}iL zGh=!AAboM8cXl}k8tOGtpEhN|Q6YKNL0md$?Eb?cx$qd$Rc!UzZxg}o$p~wIDH&!O zm~Jne$zUHdqEo|OtI7@|Q_FlH7({Y#Iul{2NzW?0hTR7h+LGBqDUfh%_nzv5(NJjF z`N^pl2X{q`eP`~Gpmj=2sN0zYukcsZ9=VgCZ!#c@u9pkd|0OdIu=A|Eu&KV?Ed^HH zHmkR_VqtaBTB$bI50sPAuHXkk;l}rSos6@1Xc6q(vHUOxct(T3Q!2RMb&`2%8Vkm+h4fG2f z2_~AilZX56pyZ%Mo%-}q#Q@V)@b+qtH-yd$CbmA(17D%^_M2}!P<_h2D!wlfuq1BFSyhn&%ub1# zv8p5}vQoIAcp?eZRa?|gQ?MX-_Ow!=rzePsnqj~3n`iS|nwJA>E`^t64z93h? z#Dsk_UOI)^gznX7T=GW7*xsXY&mvK+!ydBE-6C3ki2DPP5O{Kgj$t7dXb}oW~;4P6=EI;U+A*N)DA=I?o_>- zJ#olJ>%R6Cd2_&KD>xk~4S~=T_k>i-f^nyB_n9HUsm4=L3ib?yHFGbvK%y#G>nCbHS4Yo@tx8csBv%aUarP0 z)EI3f)ATAA+0N8B&p9Ncgoaj^0P85ENNf}M${CANoapW#MkSA6vSJVk`m^dgO-03l}8VyqRKs|3uhfukS}jO zrmw&f zh*~nqb)|@m*8EMz%0y`BZLvbM=k7eT6sOylc@Kx0I)nP|Y|cPtPjZd^9Y{wa2kcvL zJQ*mIDJHx9IUa??MekXy&q3dYrc2jKNl4(~wlktO6qK^d5v#PAjTpa*m_FMwkk#&( zpV_M!XvndrFP*(6`YUX6>&iq-&BIbcc0?4rO<5|Iyc%xL8p1-Tffrm1bEqQ&e7 zjkTY%QJG5ll;ctc637@IUA4y{dBbNPQ$}z|g~l#gnDENp4@BcS7}>UeBY7V>V<(R@$EqX(CJ#VY*? z$kNC#(3vL>kvH5#o8t3PJuP}ysVM~=a8QdC5T>D$mqHunF$^?$acKOr8WmMu=MOf% zNkloaER@*7u45Z&Wy=Q~N?TNuri|l|W)oqfV?O~6wViEBRLDgvuL0sWi+uFaee!0x zB?Y0)a&vE5Xs9Ch`>VZcH01ery4=k!4<#I8{M*nZAnt0N_;>Evh)d^LkzXtko%RuZ zd+Z1ay|Zj_#tf6u5#PYWf-h;P$L49ma~URLbgmsYyvRcP8Ar|5M~jfzm%e>3AJNdq zXLKdCp?uW%UUnSwh>X_lb~%V=k2Vb~+M2uO~W zkA+q_BFd(w}}a!-IvoHf!!=6td8f*cihDJ%#AT zP_@!|FBa+(3m?C7s~APM-gT*Cl%lzhAoGb)hFaf$jI3%YM|ystbdKaHljwA_I$%`4%(!ZQmkv@ou7Hc|r+N5!!d(Bc}|_&j*!`43wh{_g7v-qP!|?3Wg%b45^*oR7f5oWb%#*q`Rxw)52*|v$zXWxk z-9lH|SB5NZ23Yi7D@WrRQgPgmDv*KZb~@ej2^uyjCC@P`k*_sr`+xc6sN?7-zpKwm zkYK0|m&<_?r2jI(YOJIfWd^_b)Fo7csA8g>cLmE((xW{i4r=A7Y}%D;ZhHmd%rQUN zHO`LPTYhz^;3vqW&sjBww+z{ETx-7if`x1a6-7f^SSXyi$g*{0A^hJX3UT^Hs5$kM z{{m+TlJ5U2dB3U@%`4ndt}8D?e-!6KD(uP-?X|$y-ewk}T2F4-7%xDA^Db}VKNcYU zN(}+MgN0~b?(cuzT`W|V>@9pgycqH8^h%z#FGYcyc+Mh)QuI9W$KBMUg{XHm$Reqg zfnM;x=g)3qAmcCpxZbNXk=d(V*Rrk_AWJ20^RMSw$oiZ=29}D@A0Hp>2jmje@%bc& z?@%GaPn!R6-eA|~d!Z=VIU0Jpz&W|7Nkalbdd(a2?0%LAPrAlnpbs+rpK;r&%U4MLJU|ax4%Hm;~gFOy8XH*GeAX8hzDmc$WW2&X0sbv_EZ!w z@mGH5R~jl1O}}-tkb$sCb@+F-1xWXoR6v*!3)x-4SWo8{qZ9I*id_$|P~qK)JtUnz#MRP6j%!mmlBY%|vxGI;tP%3Xx9WhTBoIVw7+v_@2qDQndSQ z)?JRh<%qAgmebd^0@>y0ij9brA>+v4!YzX=^gjRq0RR6Cmw7lwz2DpQ3}zWdjH&VJTDXYY5N z_5SuEOiF0M0s|j6@UKytW1z3#**fco6S`QqGP170zp`gC9?90?D2m*%KFr3&VV>3yMm5@1 zCmnYaVxh&SO|82HSa{(jfDh3mc_f_BQ{F;vnm5lAqU; z8XQo5P&>_AhcZ#ClP;Uqqq#$$+rGbbxL0Z6!KYm{c*3^)&fi`(s!cR&@jhhZGU@mC z7I`>me^A1t?JEc6MY2Fmz81shp-oA*4i6N+TFx!Wj z@#RGw)(~>y&mOA5^o#Z*u0w2mW9BIuxt4>@C#;N~nRC#{Vn;->Obue9kfxG(Eix=G z?HD(!!x^z-Cv*hs@p0nMvg7M&&`h3xB3_4u^XER9-`UT^jdO2hBr+f*nI?l%Pua4_Er`O^y%_?`pnFgG8;P>01){J`g-^@n;)#H8MiH0 zx#trX&AHmZ!6mkyd(s>mDQr&I$UP3))J2{XR<1?<0O?=7F?ASM1OE!`YOr~=_RB>f zHn!hcwK;ytC?Xv|m?&uuzYDd8giuFK~l6X5Nagvh#IK z#M@9V*2`>4v<=CxPVcQzYDMSU4ez85wc^i`6-%YAt(coM>8g?1icwV?z6EmQ+{X=- z4wklI*Gh|#vmvb*T=CLu-n9j>i?}-WPz#=PEm|o|YQco^pDV8HYDId9k$?bC8=4jg z_V3GX#q|bSS#R@NkXMR$Kjl&j{_0szZi#F`b(gTvyxa$4|i zuC3Kkqh?eZ;oVtqv4k6hF@Y(j&Mg$r8hO}HfCy17HO3A?q_LWk;`kbL@r%(KBp zJl&)r#;e?jdCw~a-fnHgOGAw{BN~l}#a;^!T^li6;Dr9YhmF|ASbSoc@51*Ei)h{IV7$(xQA?`D(FP!9T=*LoKE^ zY#q3;RD+@$ObzvHYw^xm8rYW9;(ww+d*5>FG}~rJL}f15FGRi~PZkG5uIln`%;aF~ zuhnm#eCD94U+qt$Zya=DhbIi5U?W{F1rP;pakg@ia8Z4BG;N}bsF zC8lcqxeqK{Yf~k*`h68z9ev*N1gmgNL}JzHt5s-sg0;M>u?oAZavEPft43YEj*p|G zRj6{DPxpa*B@Q~gs-C#!`}~2z9ur!cSX3W$x zWSQL|BY)IGR{tvserl4PKYxveianoS+whcQpVJCO?>Q1ibnZX2=6xC7(NySqE=ffG z@oQSTM~Jv+_mP@%hlF3If&)i3Qqk;ALYLSh8qyu?XWKVY@L)^wE=%n)Bt`YtJ>FD? zAxalTTP5l6Vlum7X^sX8!;Z0m3v^g!`+REsvPy7Cjnm1GqQR_(38ZUMAbFi7v-cqd zBzqF>U%N(yb9eTfpM1^>CnKx+Vq}~Hyx<#vh2PVDpc|ETF1!HK(gw` z@f1fIY;9Dy@uP?W#F4+5&%G&d&G3_J`VlJZexoH;V?c%8F8j?6V-$cAW~%df3bdRt zP#>HmgFoe1-Wh8$d~$mvb;Oql)S6Ql$3K(dyTh2;*9i)Iccb09a)1t}{d{_IO&Kuw z1b0OLR|%WfuD!O*kO`x+?$7m{%b}jU;^5IoOo&^vawM6b1CKlirh@?-uvxi}8XHLi zG65~uz0U`|>~_Os!5AR;C#Edl?2D`?!Il4=c7_K*GC4dHGJMXw`yY%~gGbnH#imFW z40a~^bpNV?q%!htlk1hxJs|(4;#WBoEnnF8e4!ljRoX)jUnqwqC*gqeB6M)xDJRK! zO$AfB!OqV*RQNgk$NbnF6+ZbI`0@`^pvY;7=U*Ec9y`fC#5f8Nw)5Drqq%vL>dJWi zg9>h1jdQ8BR2VN@-2A$c3LZm4Kd7gvutI8Za|n0+rK+7bcgvnkD&;+7z(ZT^KsnOo570KA(O8I`N>MjZqQZJv+-`jB~i&Wep8Xzlwx8tfxSxpsSNj4++FTVP6Z83}p(B4EW-x@ax*; znQv#y!OhM%zLrt}DM8KKDrl7;5_5dEP`eUTFKP`Nzo-CRdS>G&jRDc#XWTvCm4l|p zo>STBbSSEO!fCLg!^5nEm@oEpn5HVLF=QC<F%Vo_W4!6F??S%YtD#7-un~xWT2`UetC#=z_ zg78T)L)onTJ#%YqB5wEF!bSYV;sHsecWfx{{%$+xa75QLjQUteIs{&9_{Ri|0-OYhE` zo;nsB3kuVVFlIydmT8AuUTi2LJ=H!)U_-|AtM{uL*zom2;e&O>Z1^TTv`y+N8(OWb zFU1^V!!q$TXI%EMAvu@$+npO%`SQo&W;qUM8rHRyI zut*#4a1vy~s`5Vi#62dQ7ZDGuF=fId&+qRWmoY)9^TgCCH6~R4kgZ?|FrnJ%Jl~bs zO1Q5%6A`#j2}T2t6D4j|f}Bm^h9Em8hIFp#5Be%Zgj|~&dGx^kCc2q*E#?Ufn zflBD&ySO3fI|KZPIt0<}4A9L9UHtiv4z_MpiJjd4^dPaN?Z)g8>yD zw_aWX2K40{O{K&$plyY;N$0f+&{u2W|2J3x-=r7o7h@_x(4^qw+v*BpWTph#u5Xvw~iExQp-UqE1={tyBx*^(mF@D+;PbjV7W_IfcmoZoM@{G zi23_WP>in<;`IA2G;sIVKYym&{}={9ISI?Unj)!hB;9(*wZc`uwEWYf%`#7T<+D}MNi|(ewKD8*j=`I@l;@7YY zcBI4CSnWMmc*?;xz>@60tQ;!mjp)(GxIUA#-#|*50rugsZT{qPxTC=+vvQ|H$;4d7 z8BaQN5o?3e8Rf7h5vQ6^0jyj6YYX@cB#W$5W0}NLG%jOFK)2p62q4 zy%JR5h^WcT_Hw!ZXIIjDBMQ7ax?FhY6a_+C&#b@tjRL;Z%MY`9C=i&Pk_r_RXblV< zY3ESj!V#5uo!?}*m)jz-I-3kJi)o@(3=&+HyWL>!K!W{lWiDZJT+W+SR0mulLX?VN zQNjiyoXWnq?d~2T7)&r|=0!x9m8#xar9y%}Yg2>UKZ!uTJu|^HB7q#`;A!a{WC%@g zcImrEhK!$zJuhh#2(KRuU$mgXfiPO(b{-mBIrJ;W=_v(VyVLFCR+C{`WnNaJ?H5l#5wn!QG``8ld`n`Q1`z9lGkb zyQdV4uU)MfG%te?-sZh6{bi6XK)Mn!PzGnVyVFmpmBIIAc5*>S%V1IU$mLVJ3Gi~m z`GJ_iQrPI4eIiG@1eRxQKGWh;1goaK>2iEUz-j(0XEay@Q9+O5BjbvoL}MS{)?)IyN-nBBE`z5se!hfIFC z7Qu7+^=Zks#qc0x%FQ^Z1m0cd>HRQX0)Hpo95z^60$0v<^sNvpfkIo{BXFx2_U0C= zI!U9o@FL4xmUPlTdM$gub-AwVOV z0_tsXLMe6>2wpcDxMx=Z@Xn_7HZ^6!w2SiN(xVx0zrA+Pj`j>#{Q5CVb|w?f|F>4i zm{SDvTaPsvbe2KiMCZQqSwt}G-Pq|AUIr{3t)m&a1kjn**PMAr0LP7on!g+-!ih~q zJ-fw-5GNg0EPsUnbf@YZAD?3Ai4ZZ{!dn8K`oFhCBoM%@ohQTmF9DKFpC^7lN`MjB zvG=ard7?m#`wo*bXgE-2y6-9x-fOQz2`>`#4vPv{O%Oq(P&F-cZy9WiJ3jh)q!e`I z-K_KmOJMD+rqwO`5~%&dBKMyv1^3st?EhRPK(mJ#Q*?p=-XrosY9GsBENtni_XrU_ zW`y<4b9L|Vet7PZ99K7wKj_IJ0YlXK?c6mI2+&x?H%7{!K(dLrZm|qpBcff^s6cNLJ}3w`q5U0E`0_W7`KGM(E8^zE^XJ3t2gI6?bg#UwDk z<$L_JJPDGdBkGg%NwDf)gqBeY3AR!tyPvp`;nLN0!a;AyTq|zx;y*}%1q%lu_3adp z9d2uMlcNCNneic~6f)GL9&rC)M20PrEPdfct}ow-4t%kf1P8Xw?APZd!v@ZJYTHpV z)R{MV*l_)5=8Hr8Og|YGdL<=7Uy;Gdnyx4~N(OpPZmqv41q3yd56kqBf#W*-#ovYu z%|ZT#oMjZKl>TzWQ;^E-GsKwZ3#pK2AIZ7aOogU>SLgk=(%|nwV?Ad%8p!?LC-Fy$ z27R%{viG_7`11mI(=>$&vi(eTA#VTn%W3{$?r9pRt&a=era}inSG{e7t8};&qIph@ z%g6t2RS~Xe(m~5gK6#@n4Ma|6Yu=<&VXfa97So*y#Z>+12^Lom$TRsHK!Me{q~(>} z6wv3WcJ4pH?PHSK29g}8Ah$8r!}A>lR#7BRIh^BiPJmhJ`ko98v8Ca|1Tw%_$c45G zWEc+b+u&cq<&x+pR;UXZE;p|X{qUU(RN2v_rExO6JNQMAbe#eTGIgJJ{3Jur-Mp8o zHDplMA92$5A%oDm@M-5M5@c%&WK^+9plUgJL(H255gy79cF@y|{riK(u z!?|@k`mCZZk_`Jg1_e(=lfhNdHX(>x*H6!0zwk4P1jkK<*B#_1LBP;|N4xJ3K{9l| zrm7$jZhtUsOY9>8qknGuPH7VGC;jJ}zJUZP?}!P>TS#CUog=l*g9vm^o$fO(ca=^A z&pO7GfplLfM_H;2ew_0^Lvkj7-d>XaC)ZLKlbwz_Wk!IYq1w~0iwID>n>m(NO#tZw zBhID~1UPs)xO#wC3U!WwhO3RZKIp$s_t5)dxLDZX?i^4I1?kn8BvJ&_rnB0t(gL`k zNv>>GD*^@Mxu9pdMet57Fkiu-2paYskL~Fy1WTFe6!wtco+p0L6#Y_dM*oON> z8EIhj$WiA_OB#g6j2tNLO@|d?%n9Z0EJ#Qm9V>LpfHRqRzF#CADo%>@jcrbcf{rD5 zdVL0r9hn{CiAV#>Hsg|r+7###ZuoiPQ9LwW54RhfiH8$Ua`aM(u~0jqtj7N(668cC zycJGF!AS6}T_VacVCa_K8J!Rh&##~4ccdnQZeP-Ri7lz%>v~#1?npF@TCK9`tO|o3 z&EL++MK{2dl+Cl(F%*2?FQ-1c5eHf6=bz6QC4+EY;A#2XG$6aw+YebM!_5vahlpb_ z(6!_@d7|?s{Ic}gYpoRzx_b|uk!?)^U8m2qO8r>KGToBqvMLUA4+%To+7bgdX(L+a z<0D{{Pv?$L-wi0@OZu^WdpPiKN`T){G2q*qce4kR!752nT%k4%s#eydTk@qr*V-fH zpM?`a&aP_SsWc7-A7>Q4TNMF$bt(7!1H#~S?Bnq@ss0ehiMs!BT`1%cJ9AB&BO%x^ ziJ^!QAh{U*&sI7fcye!s%G^(cEaMnRgOKr_a$y#x^u@Y9Y(i_;=x1d&}%>rbB#%XzNshuH+2#rP4z3aHYE;B z#fKth|4W3v>~+5UxOtz_mirJ1&v$>?wZbzTOihYWGa(c_*Gqi8 z5grKAy58~Tm4PtVqV@WiL>TN7(bse`TX5TJ>-o`B6!w0;8UZfg#ZiuTNt>zs)GYIt7lswu>3xZqefB58N10e0+ zCi}u^Z#aKai(FHD6$ob@CZ;Bxf$+z|@e0R`z;NKof#)3;Ag}$yq(h%42&vsP;4|_D z@q(~{Phoo9iEF8|5oJs%92JbCHZ&<}YSCSM(ky^v>3)9UrlE~8>m(U$!&PB^ql z_&L}*A&;L2|Et57v2n7#+*j2Lh1x=cs8{{baA{0NuRH|B`O#^1M-=)#-f?E_#|Y#J zxc%N#Bp6?>u>DZ|#t*fwS=^oQxsF2h*@=}oewaqid-!R85QcAgRNb2&jAUl{R>gl2 zD6T!k$QFo3!w(C-(Pr^TSTMJj+!T+Bj?-J8J&Q&?>vfm4TcdDMW7YiU8&PQZ)G6#q zZxmMkN#T9+JsNv&s;oUW6N|=EePn;NMATZ!(DATL!H+xjwp`&!NB7qwHfvvH;M0)v z2?G}C*!QpR-mcYY80Vq8Q(YP$n&?Z1+I>@u+3DE8KSn@sF^ zzipN3Ocu%!4DReG%)xZ$A7)SIa`7r9_}ts69Gp9!w(6rn4jR9U>CjHe#xDY?QqdyJ#AQ_@l3(z8R*J5`q1-a zCI%)-7I(kQ!Zl}~#)Ul1!r*MjK#QDA^q)QcAd;GaORr--x|C+%6U*9_{|;y1jW?5W zJ}Q~$p-;9pEY8B9pUFLn;yKu-Q5Ob}F=-@)M zKAHC5GOY*`DQZ8Oqll3(X9czgL0{lV=MzOq61T-2M)o1OjR`9QV^V zDns&W<8`U=Wk@-5cHiU#0pqS%@ypu~@P7aR0RR6CS9v^?Z4^z3BBE>+X|W_FDI#Qv zq@1&+H4iy^Vjp6dAED-Ip^Mc ze0K2qq8`u@+M?r_974yIhLh(nT%$uP`f|#R{}@o))lkZkD1@%FY3s$Cg&1;j`+W2^ z6XqI%_6jE!t_*&^Xl2L5`jKx8pV&fp&$Fs~>Rt%ijj%In(+bfk*O@MGDMXFgLGvk{ zg;=gId@KGY6VJ|Q`B^5j5c+0TsJk^AhLv)>PSYZsGTWF@k;}%)!;tM5Wg-2C&_5!Q z1@rQcpP=T;{lt41$;jT#nr{w<7ryb$1BG7;Q3)T z2TCyZpliR>pA!7zPL#B}&V~G4)8ljxM8G020^Z9V|*n6UM8y|;eEUE8I;KM31bL`J10sP!swwwGAAg1=y zuQhLl2rV@kt3M}#-No)HCA}hO>Kw}5I!lDlGgidj2oNH5%km`(9Rj@E%G64{Er4rX zcY5?u0j!t#_3pnefa)SS#=sgOj4Qr*heZoyg}BLg++Ili^8ed`p=Snb!`Eul^x~(?|BWrK<>o4;@u6jEYc{nLXycpTgL6gn@sXwPO+c=!5A=AVrevN!bZ@c$x0+?;LwvJXkzx{FpfR*^iU=6<^RUIbpo z^r#(L6z*BoADEv&K{iA*%6&s&^{+WHs+wYiJowsmv6h07k;1`RFA5)*^sf+DQRw|+ z#W}f#f@%K2LuQr~__>!e-t3`Jy6~d66NAEm>?xPiyGUGiRv97d#2C(X4zbMk025Q@N z#!pg+zyGf1o`6Dvdwt5;rzGybNoj)$VwCRRo)=^*#+saHY5lJha&P7(-HfB~bI}9? zaV!P5!h1CjN#2aCZf+&1v($}F8+Ht-m;YCVSQdrEGLGu<9t!FaY4Tbm4ny7-b>VLc z_S6>E7>VQP&lHcpY7`{-CBytW5je-nW!E1R;b{c7^`ET>t`$cYO^O$xBVy(*sjniq zRd_X?)+6=%sud9JL80CHT0|u|SI4O6Z9Ol-S&e92hdV;pdi=WecZCqA*}4NhPXw6w zee+>=a>{7#4z}nQz+u-aN{(Dt@KihL;3~v>J;|lRZ9-TTZ5A4Ni?IHPzDZc95HDAk z*?ngcozzAr9aj~=@aX791tA~Ft6Buod_Lx`zrXQVJs+djlh>QM3Q)YFS#Hx!0Ul*s zS$fP`h_c87;!O{Q;N0x6bg~d4!pQ9WQ%3>1fb+_N+Rs&1&CE*lo$lD6+|J#!(#r|axnB_+a8 zpiW2&$a{Srhx!bVIHVm@rW_QYw_TI7ey#xC&*Rf%NBMBF-Yz;b%*P9=Zvu0#0L(^l z<`k9yZC@W5X!+kWrw(FPx|esq7D8{^WWB$}g$Ox*Fh8<}fu+CfYR^_N5W%=@5mCv&S+PQ@xWT6R(e{8{`gpcv0ZQHt)&-W{M$c&Jw^e(8THDPd@caTQ1PSq zG!4BGvaFmUI%=GQT+fj2rN$2TOpKyIe(wQ(-HCiOE6!81a>>IZ@5)lk%Y zDTntlklt0DaWIvRZ6jREmFhH%HhZV~snAd}GkrWMvH%ZX4l@U2X=w4if3Ru`4Yzw@ zZf*^wL)vs_Bgc^ef9KVy&951FJfQDs{g(lYq+?Tgq|W-fPVSdy(y`-Gj-1OW8mj!% zzv&&LL0PH)(=2H^9M(Ur33Q@Ee$^8jlNk(1#u|5KG8w4V|8Rh5REU;Fm*yfG0~Lld zd-F``IFZJdj@(7VHY1vz8;K|Nvcn^_dj;S# z$jkW*eAAn6H*Yo_$pL2D>iY}uc+zv*KZOLpIo&7SWeQL&wA1A06hKXII(*5y0{l>D z$zLWxM|XJl8dF6Ej8;2^9V=u&$+ktW={X(0-Lleu&!j;~(;y(`Q~{Fs`oCJ==cA{d zwrTFs0({C`=)PzY4eVnkx}92d1j{L#e_6ml*zr-J^c4oYx__PiOfk@;)gb-3pN^B? z)Yrcx^=Z2H>r>i?0@R5ZJpaxDOyJk{?+&IRS#8eRS>rTx=&fJ*{UsgE*B?e3?qp!z zpT5vi*+Rq^Id(bc6aJbFTy=X$N8PeFDwf+xy%)II#Do* zR$q4U(5|4PQn*X8DuV{EeJwf84m6lFl#9J=X`qG=y`3CSLs8PA@62L4l8hyzU91R? zXfp>=e=-ns#?N##rVz=FIe#yE6e3tShaKV00OLvgJC{pzRDAN@ST;n%s?8x=zj)HH zEartnRzD4AS6ncCvyu*r^lncxDT1F-V5#dS2EywDpUUeLB5vwNuYGL{Wbx*B&HG2k zfz^|2&%B`FcrP#E#4o}V%R@{4aSE_9_r};eW&tYuG@cvv622wsKQO4E;X~{WnLkPl zY`JTp|C~*56;V5v7&G8B7?il&h7R}luTB(jY4|b_v3(kw2A7plcRLGc5N+ptEz%>r z-*L4fIFJF&L;EKBjWY0~xoojLzYvR}r2HI}nQ&9T=cr{`i2ZuZZ#kzKU|;9wcbs5A zXQM86Fr3u4Wd4Xv76SwKyShTO3Q-nbd2Nlj5Kb-+-_MF;;;$ptM7pss#aXv{!A=%x zw)+REGMFg2WH#Z~G$x#q@}0N#6k_Gt34Rma7b5My;SaMGlm26N|Ou3fGJ= zAt@m}^UnnqZY*SK8d$O+uH?*l7SBTeYk^d=fC;mk=cWtenRt8l$Luw;n6L{jzqE zh4nj2_SBzeVeVAxcE1u9LYm7?*Gy+)!XM|cU&Plm)+FoHI~L*FveuwKb2#{PEMZcU zun55yj53amvT-vYBz@^cHkz8`t~mIzk>9UyTjwAfoi2;ZtK-=4F?BxdHnRwqs*Gwg z=wu$6y&Z5SbM*Wj^HTF*4&*lmB<#s4!W;YTy;EpxFy`F&yWto)l_FIWwz6?gyXR=s z7B*Cty0>*_up!rIq!6^A2-bqGv$HQ0VbXseq&xR;@ZXA}vNT>1HnhyipV`DlDbMuQ zT3a>_O>X%l7-pe}tK^nD$bwYPt4?VPHlE3R-Uo z-mG24(C}Ot;QO)|id(jCy%|x0WWDkH=viDG7;4*oRf31(EtgkOpLx*AzECbfBkFlmK@utR7Y@z*UyJ1}^ZeBilEBXx&1G^eTMb~-ww%0z{_9_pj z_-b1=Hj_QI0dl7V}{g`%J@>?8U7k9`#n61<*Fs2xiX|BC&X+n159W zpAAjDKF@`if&2(_TOpz@c*VMu3-Ig0_1_&r0n{f~jQ{46J@m29!VFpBEA7$^;w}qu z%=%lwMPm^ToSESJ`KAbWjbc;pTT^J1U9@ez90g6EaYw0O5mru7pVZhR#NUQ%iL1^K zKS&vwu8t&rvRBq`<4Gaj)yzo#-7bVj==NOUJaT`q$$1&#TmLXWNE&<;LD+piP<})R z!@17Wut|vE(ZN&iK9GI-@5s5v`vRo8fy8!tONp8!4R?1vg)J|J2fuTPZ7=W z+EeWpEhx-b+(VBbKKSF-)C=Ww3UjTrma8;SSUM%reK(Ex$5j2oo2nG_6l%`}7mHAB zk;EN6D?&?JC*9LigvaffD-i{!;n?_wTFCH3LCcfDR|NBsW8^LspuC>)PeE{-SlPp*x< zV{Awvxai)o9mEIw7&Y8bApUnScE1<h2U2Rqah#rW7JC_I-M%L!rZI_;rQ}g)4JLZd~=HP!v0_?hyGt<5uMX*H*%Z*q8Gw ziQnJ(^7XSV913}{gQ+iFD12@%SVo&m!S8mGM)NcZtmOt-iRu(M&tx=3n<%6|ywWB6 zAK}TtVc$Q`DGYnqHvCy2M%8|4&kJckYT z6qs_Y4xEGJx$-$mn+QKxuN`XZd&&LA4cgj-7rEyb?46@0#zYm@_@F8ZeS^Ea{0Sef z@O4~A2>w-zPP?3*O+ik2USdCJl}Y3+qej~OgSUBrxRUl zzE}5?)MLSTn1=UR3Nz2|{_-@2LPDg(?j59G*hM|s*FyLpe?qjGEi1y|2VZ==dWEnR zFYZVs{iEc&zgC2!2=5!8xFjcvkX{{hQ0A)$A#T3m`v^{-3-{hQ@KA*90VN)Ne}wRS zb@!qU(X*Vzhf;Im(`A};G<=(cFq=K0dg@LQ%F3GS&ixUgU+P=9lP3jg-`SY zbN)%3CiryhZS*mtFwMk&{+Kd_S(l7bo8OC|!@1Fyrbwaup-*9}CWTAI*N-Za=iAp6 zc8w6-)L%K+GHHbvw;N?<^{0uET*KQxZXkyB=kNf{FN6olneC^Eeq(}kpmdo?qB}6{6>*>Jiu}hWs)9@B%Ku(I#eJ*C#RJ&diFpJSc|Lq(POn z5@Hw`k6HH-i+H=LY>-FtL4k@JLnYn=C8Qr~-W_W}rxvMjybJ=4Xw zq;v39DmiH}I!*@?DNOEB_!dt1ZIs}pnKX&u$$`$@ZV`5D-R5~wg2In$hc~4Yecj_+ zTDj;b$#-$~+mx%MAKmw8crr-dpRQN9QbDvWM^@QLQ-siZ5 z)c>%B$_zS1iHh%MNuV!k4lKF_{adi1A_5Ba7*d zBtMJ({U>&j_c6-DYUnlw?#negLY(u#AhNqkgxAuzb!|xQr zHO!lTo+5bFGxQRPu1>A}EzXgmpfJEbmOPn4T-T(w5W>F!qi4hBq`yv+m)Urd;Gy8$ zT`WIJ`nZl&{2_uv`p5UwvKk7HqrU5beE)Ryw35%kWUhJa9$*GhczQI*cKfy7wIUJNEpm=dF(Npv z|8}mUQiP?FOSZbqpg>nmZYbME-s|)3d|x^R+i5aECrN)Jc%Cjr=CINMg<>*)Po$b(1HmcdfQ^eJ(d+DL!K@;(mz+n19*$5xHHm`2iUE`Dd9=E?Ir-ZS3bzlo0b)$7Fu9NHAMwT=f>=j^LSfI+k zZt|S594q~_0P~cq;~KB63bOTk;cuI&@O z6uLVPtu*Z_#rs}s2(%WxUSMnewpXjEmTZ#fXOJz5*=i9!YFFwOB z#o{*=z8?8JRLV#V)(N;cKZW*8V?7u9^QD*BP3FQnrS^-=gA%lBMKf2`lpx?jp8Ick zE_SL#OI|YJqP(Lm#ioXf#U@&dil1`v;;r52II9FMBUd}`+%3k+c>0Nj*pCG?2BN6k3+n-#AjBq*-x|CNZcwvxju&tmh9uzPwtZcQ@Z{Q=n}tot%?=o zRD{&Z2}#$AnGQ(w$FLSlCk`8TFF*?r+9bODz3ZsOQeu>FG**ydu}F&btsJvO{Vn z?F{q`c`P`^VBoI5tle^N1`bc#72A54LHxe_vINXe|2Yi^bc_N{i4CvG`tO>lZ5+L41v_g|~LUy=*^r@u?eC+1;p%f*IUm-8@g zJ9@-hkdLtfAMQ;z8dl4`tq$Frk3B(7@gbhMP#C3shPb^pVY?O5F|F!-@XtNzNQ|>gSKy{&jZMvUGq+T%YcUncxFo|xFkX6OQZjO+ zuiA(EUq)#CZ!OiK%UBoj{M25;q+c`1qMaA>5KbSS66 z$$yIax9utT9{>RV{}h*bJXPHn#=S_23?)Me4TdH!LP8y>B&CRuDWMEeGS9Ag=3ef6 zFNsnw5)~=(P?Abf6h)yD2`Q1v@Vmdi_U8=yoW1v2>-#+GgD87^=|(cX>X!RFQp!fd zI&&Xg`%J9*s7JaanT@0|ujs88vLW4mq;8>vjQ6JQ?~K|hSW;@LqFI`Q2);l2%?ru6 zEGC%zKs^%^f+9<$&!l5Cb|gH@Fb%45T8B^UNW(u()=v7ZX{ayhb@ETkfZBBOam`zq z&^GubA0bG_kbM3ESqk54wLr zJrO6}3T}w3OhNDXQ*F`bsn{;Pq0vb?5yLElrR%?w(CtjwuVPC=?`C??r|Aedl2apD zLXj|vv`*c!ArhBjOuRqDMB$~byM1dB2^w4VtaePtLV+VjQ%H`*mNP34^nVJ&peGgfQ{bz9S+()K4@93AQykU@pndT>c~ikK%#_N>yH!Sk zdF^m|v{euqwkyoo8Tx?Ka(!gyPj`@8of<@~9Y8uaqurwDfPSx(2Exb{7T4_iw~n92 z)zd1++-H5ko$Hc`zZn3R#v6f0CH*k5kXIK{b`lNL!sqX+tl_d#KQPGr2uKbYtM;wk z4nDHmH~%p!%v|xXloC9Nf@OkxpPu!G(d*PltB21+_yANutG{Pj-C=4lT$KB^Iovu6 z*@v{7ssVAGxF8&GJHJnma0Fe3vPyd12zLMU3ID^AJ7uhJu6un1&AYx~GQ2 zc$0eTi!CHbSRIv@unUJ&Qde^TFCKoGCuOrl0?^qp`(w|;^T>Gn^_hFcd5o?*&{erL z2;595voCML;L{~sDVz|ErWe^^Wwcm)o!#ZpJQNT8z3WMTczIR#edzR_%rJCzUiaSg zmlu!AGy#qC{-A#6{-b4i9_|6he5bv5-+z=e9+1pi-}-O+n_v0E!aQn|+4T?zdMT{- zZU}*qaF9Y{k`MSWb#KcNM;JYPH`o_?5PUVB2F6Lt2&L<_QfY6E;PPiCoUnBOdHZ_* zxRoBLSXRAGR?iO^7Bzb3IAL%J4bjmL4+Ha)Wxz{ae@w`#h)J`&!R+(Umml=N4C6)f z;v5f1tvQ}w?dFHp>~j}OW&`nQs(J1OgB6}L|+^RKLw50vU?%m^Ya-HXbVOA%E0{Mo-njn$u4sDjmGf}uQc~W#3Iw+ zcy!Wm0;uoHmR_(-!Doldau14<5w=a~;&$CcSXy^4E>BOuT}Jwa6JZIE8~6He=RyK< zXCzgnk`o~{vj4I9i)2LJ9n*J7O2x$=u7_5f%0Qcqa(#ka7J@QP=1y%)$GM@^rjE~2 zFqqePtw}H$KkMXbH_s+ProeCeiOD3GNU%grOH$yu>y&=SlT;-92)6lTm;u2G3Ki?Aq5Sy0n2ol9aDR%YLbo(%f`oZ_0tj8D$@oylDOuV_!Rimfp{^Tp@bvtz$E~Nx@b~?C)VwbfkuKJ4HO84J2y^&P zwKxOQl2mci{0#gkRu;UAOq7v0S$_tyu$#5%T`8T6rIjA)P5~6ysAd%yGsqCJ4Sc;{ zEfYCysj5`PR0vJ13T~fE#!1&lW6$;`!T)Oig7JYQ)Srwt(dtjaxrn~glqD%BbU$Qv zTq6||n^knay*i%C8jK{}+M-6nB#vyoS&6u2eJbIOy zqVCnkV@SILd4Y+TRPsc2bQcG=o535CUf zD{G!7;?jaH`~Idxge=!Fx>lYD`_3~yGRKqQv*&dA3biz>JR|e)onr<956;VFo+ZP< z`O7l3A7r@eJ9|6x;vnqaTQr}aiKA*aea90raUd}>>B7DY{OTX+KQNw&o->L8Mbczs zF4^&N(RK<1PS+WJw#~u(9c>vEYbxe)^b=-|P*G6Tk)wJr2fA$UFwZVBUS;dB3RB78 zt8$)N{V5xxh3}j?d$RGtl~QUD#k)_FduJm`fk)vh1JWl7$_^LH-xkb8YoX2R(zzV? z1iuZilgYs)Gxq*l^%U%wdy;+RKMIt5+;(=orr^-xt>4vsbMbMl6W7m|3O*0{n7nEl z7A=2KRGrJf%douoTU%I|H5^_QnZ|^Dm8R~XBLfLSI=*w^bZq+1R%YK8Ia$0^IRbZ7SYjk*OXjP#_meQOXncTrD*>7C>dAx5k;cIWUQNMJ=4P^ zgX^!?t=B__QpAGJ-_;bHmpQ7uV|xycDHa%YZ>C~Z&x+(ddueFD+$9>~NQWqC&%0a= z8dBu$EGZYHg5LL(KXx`3{Fi3pn@V$W<@V;eWn;NKKU5>Ww1JB0B3W5YGa8y=y?c^R z(Q(LUCrwI{3E4YI7s5GA=+E4Cv3j)u+ak_(e} z^WqUF_37W|bj%u`_;>SH282l;?wnc7f{EelZ6*g|x@E@!1zy)eNMohfJ@g&|%|iu3Yz*hHbj5UO1QY#uXR-y7S_t{5tos`7#DZy$;I= zs4?Lw_Sk9aH!rWc4|`}iuwi#&ZcFenHnzCAUyNvAK_BwmToERG@+(Si3NewFZtnKw z4g>b04rPQ~34u|aBgLaE*z}32UIH6aRa;^G- zY@&{gsVrwghc21ZAk0Kjb>c^HG84iB&Y#|&U?K6J9KRPKY-o+R@mY3pu=#$tqro>W zx*sK}@i}s_`+b?q5`7Ld4Qb^{C)oIx$yM3Af{hbJ*Hy*E*-$?3n-O)C4R6M+`r!>6 zm>lbN$i2=%H;L%UYT?35@o37c{yacWAK?-!v!|nyX&29r*crDOWkl&BM&kBlUFoN^RcqrJ)X2DAF~cYmR3|Q z{6~j3>@?+~Yw5FGvprmtX?ISV?Be2bz5JUdu{>P7_O9_WBM-|@6~**>tD>LhBY!M^NNex{TJ(?ZxExi0%x+mP6P*IA^m`JcD|7)FBYnSH?DLS!_wUE3 zom?Dv8&0X2=D^g;sMC9f1D%I8!TbJl@OC8IpstgP1VM?!J4$&V&3&Ie{x=V6jy+ZE zw&9{iuzKW31shz8m{4~*3uM!=56i-Nd2I0Ls2Hyvokp9z){pS`I6m7F3nspJT{*C; zhXp4N|BKowHf#cXm!2tM7(ik%E>Y&j|P zp2R>|#EW8mYbH923v_q&G0_`ir#?T!Bhsp_QWsfB2-|!0 zP$Uy-rJYaA)S39S%Vu1LSC5THq!ZM3vyeqwp0x5Q3+*-=3T;2J@maL*G$WmhdykJg zD23*u=2HbV^m871KmL57|AT}1Abs8C@l3zPod47?i=dDg#!363o@dpqxZ1uKO&UB1dj;RnXO$^BfoEvpd*AJ*dV`UCUIA>O>+%DY>Q zrSo7sa#OBQI?0 z1H3bp7P-v8Y}J>c+F&Mp#nW$5d0d*v|#13^qI;kVtD5x_*x z)AF{g^GuZ8Defxeots2ec!*FMFCW*a*#$bXq1ohdxaBbmJH$4fYr4XO;fL^&$=-Sw2U3gV?q!Q{ zdHvsdGEF%T7Strl3d4LfIMif@id+CQ`upRq6M0w?ENEHzn}g987s`f}IQXg9l^pn* z$9)g={^|}k7O(wv@UJWfE>&-Xa!zpYp{Gjuw+`V)8y8EgY;(-N zu#smksTd%@!gCcVBdtjW$g$B$BWetk{B>ptZ)3nCI_lOp-u?v#sw`Jb(P4Pk(fxQU z0~a?wtcy6##7!^L$@k3+bheX6)THQms0_h z9TS&b)wgugVUj$U_-Y%k-X}j!EPca*REp!#Zk{e>9INYot3JcO5`@re@`q2Ku4UcJG_4TT$9eo$Eu``8xL zbdQNYJ--bHYMH3Kq|?yxe?Rque^YTf3&}60S^J#Wphx!BnGNyy`OY>-mdl3Oy~Yg| z5iDHUU#_NbkqO%9@G+fZJdPb%Xl!IKp=IILb6_nCM3UmBK|MC&0(8>;vEV@4$#`Sa zXAOo-eTk+#^+#Cy{)i;b_CaOGN9oRMdtbJccLdv_Mj%UcZ8 zPO|XVT})8_E(6~5IrDR(bevvSKEEe|2C;dEZ=3=u(i$Bko4Hi{3F)1s_ET}9zc1m> zO&WUJI&S*$e5KrqMs?pGU50$HZ6)5r}u3J$K-gra8=H6q>-Nsb;-3Nzx&y^^i4!l ziN_=E!aJ{Ie-VlhZ@(g^U9w78Xt*yj{41Q7M_(wnW+@y9(VzGR zUFE{BA+mdaeI9&7-TKuExQG<7_b%u8t9~#wo^(5FUW_D{64NhB2Et}M6_@QjHH`bSi;_vGkKN-={x@2(mQU?aCpBA!? z2Qr~Tj?tPt%E0d`%Q1Cc-`O@RxaKYuhx3@* z#OJB_SaSbj@(UW2EBrI;oalJ37vZ2C%JZ+J`L?wZbmSPaYPGIV@hx(zh166I_Ric3 zeei;U&}hePIY|`s2oFe?KIQdaQE^4pb~(^~M9E_W<>GBgm%(CwDqP+?3KLMEAum-d zY)1zbS04#7WGZu!C7fORvx)-aKi9Jj*7HV}GyGBW*$~}1aq#-@Y@9wjJ|p%s8|!-Y z&U7Y|(KPsYL~bPo`nA>hURpVL&)CWGR?oq3)J#c=B?a{lgpXJ?XJhcWro^K9Z0r=} zc8>g$1)=mqRcsm)7M#T?gN>NbJ(O7)Pj)K{~sW8{AIT$$i z$Vq}f7jBZf-Wp}+qBm4FHB31N-WCM~J)6kzvFx>*l*|H4ch2ePvvl0i`dWL%Fda(A zOTXWJo{lYkuJnTM8HikKcd#HX6R#9^=?Cg&_4{Z(lQ z{?Na$W@#!C9ir;3+mg`o!_`~RA_>mDLoy@Ai6C$3KYr0A5!%WXPT%4aF}h;$qb&Di z1Uy%tc(pzSCV~l^f9m3qT#^@84CuTWR!8RXpNE1j0`gJ+9n&Rc7L95SLchBXGE+H>vE)yKloQsB&q z*&B}f;WxAAmixn^wfQdW&%rb0`&Ydko^XFMrZ6Dm38nLU*6UAuAc3@<_IaZ>)OV`M z>Bsw_JYsa2%g=*t9co!FbskDf?vH$C1!7D5 zgNfS60Q9~oO!y<`g_`(|K7Vr?_&vQDXvZ`{!O+&*vfkSXr6sM^i2`~=zn#DR`T;$n z;H$mt+4NoT)Jc~ZSZ@!hpWZfirrh8e!wgI&d7}M~kD{`OGx`fh7nMqwz~$y@pNd0z zAU%#+GSemrz7>rXnwlbLuwo~#-Jk=BKab-t$ytF}#qbK!al|Ed+HDmp4_Hes)Lt?6 z!zb=x^&SZi$YvvHakLFc&ZFC;+BU;4f75QS2m1(8PBCL+#SubDTXT={V-tep;&7w< z=UQUsHru{*p9NgvWvA6#kE1C)H-7rdDfDM1NC*UaqkVmNdG7@~@Hs`wZR}bGrS=6+eF;q}jm2 zqiAZR^aLt4*u2TMJ^+%iR%>p^YQn|j+KBv8142pd*FeB!L&D;4eacr86OcVFd0v_1 z?KeC0jxoO*?Ai*=OaGq1(X!WS9|HX0=yzbn!rODO9=&**;qM93qSjEm1rLzUo}?{G z^uQJtStMq`m#1eo&-293!?b3S{uLoG)%NmEl#hhxxOb&MI|&nu=agS7lF&0YclR`%>ajIJ3xbtuzT+(hgj^n;(Ho%Lm2w1cYIAguK;b zyLWwIY~kO}#TurUVl{eR|(>hWrWn?H^QzLj8!*!ex#6`a#67m64H! zU^sDAQH+1-A`)R&T$jr2iX~Q=oi~gLi6iDm{-l45iX)V)3Jy4o#1b~!H{R~5BN1i% zSx*`jVu%(gs@o$+-h9KM;wuXwgpa3s=P}(FLUhS$xQ`7!|PDL`IvUud?5tU@3H)Y?sIHP3ZsJi!q$FxL3zFR4&+Bu%s z()EpBSSOa4$(*=0GaX5kW#q3s=M+o`8~3#pZ}cbBJS86dSP?{YRtnZpCqszVNa@g> zE#ZX3iH8nTTO){qLSvdA@4n;k!hUje0FfYY)P}6#N7U>%71R2|o$%Wz)M`^~OYm*^ zs5K}kKqv*sSQWnBOB94&YOyPHBJ_kAy&e*$iS8hFOH8gOkz#pZAmFwq(bB*6)u+hQ zgob27Y=guJqCoww^7w=)!FO_2POfAVLGI5nPIo$tiD9wNwU5owU;n%YtIMs5Ie)X-n~nH_qiYJH+d+#w(P z*Qh4o9OPSOF0YLA=jrY=g>j0beuVb;7wN1a}LL3I=MrI^g2}rzjXp8%{Wc-P0>`48Piu4No_{@?Fe6!7>c3P8B zZR!@Zr<#l{#&!wLi^*`dX}+;=KMPCwbvx+Gv(Vu(rcM8yiS15qr-~`rFgksG%{gH* zo+x<59qr=HuP$CwQ%nKlN|j%dKrZH$d&E;tP!TNRe=F*FE{xyJTzs)E2i12R_pGH* zki(o%v8^E^>s{U41{E?AAgg=lIvLC}AL}b(DEQIr(VIfcL1t6a)jcJ-@Uhcf-~Jr zIqx~&cYL4sd5kuupD7K=guKXqd*;0}G3k2icp5Vkol7z4molK5=oOuzyt9vXL2giC^zxU_j7IRB= zXJ;6XLjh!u2Rd3s-p0^xu_<2TLVT+!P%W@5LR8h- ztE~zIn5Uc(TK|%OAIIOia9kr`wYGM(@D2jzy%lxiYKovfvC!6AS%ehyjjj+Q;OozC zy$Uu2DCacnzxj}W33vNr&n1bN8}reeXd^=I4)2%-FA3js9_mDe5V1Q<|5wrv0?fKD zj$EuHAZT5cnrb`&UPpu0Z;T~CM(!v#$7ce%S4d6tC=js__wx<+FCr}0r;9uGoD`$`)&%1R%W+erQ0_`zNwGQb3AEu|R+;gaY91=4elv0;-cWFUX4rb$AO)+JpDI65qe990sOZi*Du@^9&)U^#Xv)tf z5PfM_5=+nU)htHGqcsX!7ib6!Y;yT{orVh$B0}XRG-${_I2R;KgS0{98oOOIj72Fm z9(ST)x1)xPaxo2NlNa7CPto8q!@QJlSd5;IBUyv(#n`*TM5ADPF?`lmEsPh?kmDgW zHf2piaq+7a!v|>CK)rpcc|DEYkL9*?$~1g9^K^BwISub#NEG?8XgK@5^4HY9Vz{VI z7iJ3ju?v%Yr`71Vc=A`+lp`HdGR-mxX>?SrY!ez^qN92CBQ8@I*tO<-jh}2e&Yk6U z`2MjRU%O2cHz!sgp7oMPNWKz9C4%Sv%vQjnBtFePtpZwRRcGdz6>w){DjJtpU^vf4 zLvLjzu4NdHbXZlwn*3dOlu`*DL-Q0P877*_^`bUkWun8Xw{y=2CM0hxn2CL1VufTi zU&?nTlJg254t{1rO!K1k5PM&JDEfXr4-09JfAt0LW}$&|NqF5g7KAR|ve-go!7)B= zv|^fts5-UKCEY6YZ9lrVFR%(B4>QlM(5`}&66KLPM-?XH|C31WVd0tg`XG}=7WmJV zuX)b)SN;{VzK_5{oN8f+T>}ee-cJ0U9cFD z6BMwJsG$^DbDo7gXSoKG{$rtj(CzT;jV%1Iyd-`$lcHeM(FLa7qj>OcFA9jZjHu0~z&i3%)C zK9Hy^E{9^CitUH3<%n1kOsuJ4fY^0#n`sgQfvayVibOK-@^y%#RR9BKDUXc26B*Ea zPfC6<%D}U&MqG|Y48-N1OHRE;$K-&F;Rvk^ccYtHgEyBUSWV}E6s;6|W_;fq6G{=j zqS8V!u@n!QR|smxmSRS4>*hsLDTW;^8;h4p;e4+0+qxH}Xw-Qbq*GLaw$+ixVrGk> zD}M2Wu1+!52^1#n?4hA1UL#SsjfNqCRdYKY(vWaL=Gb%}4HSdrB!x2ef9BID9=WO* zz6Vm~-we^ft#$ox={qWJD2;1Qexl&$OxWZKUkW7To0C0tDX4dB+7Yyh0xQcrrKD*x z1S(GHX3dbH;%)2`&rd-Lzeb4I4GNg@Q$Crz6v&5rRFgx(Z z%r(Txj$nfGcTt+P{S&eEFvgOW#7+kNTchH7^9m zaGq7ROCi$qe-Rp^3!%7u&9iY*Aua}P5v3&;p?21qQ?Q~4&nFXXPX8;!Y)XbcXL$i+ zWX{iw?#YLWy}G%@$6Q!_IQwt)=Nx=rdHH=|eGYcpUKQi-%)#T4QbDbO96b1Sh;HPP z3x|no_eYm<@rAc9M({>1x>;2N;qBRIAvRm9Zpnggk1>tWn~565^7~-W<3^_^2A#WFfC*xJ&Y11{A!74|fZv zqx4stvf5}Gu55_EUo4u2=9(h$_MUPQY|B1sZ{L`RS3>vxbe)gKHN59#*~Fu&fS~(eG9H?-*-e*{ z6HzsMujs3KGVG+!N<7$|0{;0DiIyX&u-f$R_$$d2+@eiBmA{e*Qbw7C_||xg#T;LK z|57Yu3%Wl)JRghP)P)x&Ph+6U^RWMhbu41M{YRtx;=sMTQ(0hjJSenJ7YgN$$PltmP`%~>>P8cNL z2gdEZ6N3B9&aEDl5F9x6TT6c~6kkua^Lhn_VOWC0*yUk3_WvDSJ@+>fr$6iE_g#ua zQM$Cej9nO}8P11`MQ^g_%kZT?nE?>+F}ZO2yg#(>ix0o>4gkeNKDqE!FsvnanYMnq ziH+TyLLxF@5TM@;+2$0EuA?_nKhA}NzvSIXg|%U5-u3IZpjR-0PfWPQ9}2=s{byF! z#{8ia%_U?b9)wk4+!j;v!MN)8`DUPAD0prx=e`KOh2GVSu-&W(NG(xgn=>M?sd;>I z;aE5t@$;JU z?4iR+s9FCwO^%X`nCGE?Pq7klJK?SQlj#IJFm*9qVVsBqGm(KFyAs(vZNmb;Nisqh zx$W)`Qm`!UE3)t+73~4XdSoeSXcb$Ib5Tf#g-?mV*0pJPW_N+Rf}DcOgVw#$>B&&q zq%iDo}qRy6k1ZIT$8%K;LE=Asz1sTDo2`5C>Oee zU%6UyyF+uCaRxg;Xu&F5V@WE$T z2i?XV0{OZTIL3|}WPaYNqwDGakiNxGN7t;l_9wnne2cPXXZD$86I&8-jD$mF==qVGzpF zoF{FIz}L$74K-(?(D#eH`oQ;aSVvoi)ES3k-Kr`gLEsir_U+rc_&W@@_bH{Bt_=r| z_4su|!$_n(G2pJg84dM&DsRpi##y1b6lO@e?%cTR_P3bc223LQO{3I(}6-%15j z!9j8KI;EA29v=~b(4a)jwj?afJ&4C@sIXk_#G`8rJI{6}K)5ZFfBsVY!Ym)FsWj9ZRqsnfDkfh)C>P90LD0yn{QNgb7&u#`!e9T z${}2VJzwO8_r$+t>rNZB)6GY8GEu(Y^mqU1OemhHITuuo$0YEZhPT7$#P zz+@Y-?h4y4zfMMHyqXC2AuppewjLWz>aidb*}BcowlwA&TOY1b>GO6XLY3e9N!ecl zriSlI{}~|QzNBC7R6qMWWR*_3|75?H!M%-H8Y?+d?x=AwvJ7mEwc%M67r3)Y^K6eO~JHtT-nb zeOhlVoiCHIp}~AEri6@f{>4)LMH06Ej*OhT&c6SIIg`vyf`mdzgZMZRX1kAsyKs^~ zcki9>av~v1K+1z2O~T2$-`-XWkl{NZM%D2oV~KapxnGp#2!kPU?T^MIc`07{MqR!UkmFJnKyVsMDvm?qkqLiH{ zftTE_#YCLEwnR3kvTd@dq#~JJM-!jDevgTuP%{q)?ApFsL!f+eU_Mi;BC22MH;EFO|$pvHfZW4EraExT3p% zeIvUrv=Q2avN0kyr|hkm;~;_P@qT}gBRd}R<>&e(B#4;$9pF(ULr!6d!I~H%F1-{VrgA zj}93wlY@>1>~{$V94QB0l5pe>xBST;Y+kSbIKA`?87aq3ukCqA2Iu!%Vo#(f=->52 zj(m}V3p+d0iw4Qay0gb_k31QRX6E_rQ|!F->z=;ZL;|J0BPD#Cgg=+tJMJ2g@%-Bz zwem7Dx}s_XU6d%0j=i`%dY1x%rS*iG7!{0m&FGwD_Pu2<4H#@);?o%&%4TQyp(;nT z%qK%w=2PGHTry+?{JG!Pk^H*;agsf>!ZWgQRI zB&pagT@qklOTm(`Y#(x4zBeV*}whLwE$FE6_m!!7uA;FgMF6nOIFSjrTmUGwQRtwI`PIT}n> zpP^xR<(p}2py5{h-kXedGS4k^qyn1<52p^I88im}2y{%GYW4KLDJ8^TY~(AG6|XGEEX&qf}`8K0=&{hRkV zbcTv--HWcS?D)xHVU5YMG{n%Csf=+sy8F=TXS{N}uSi42=4lc%Fw$xzzWa(`Tc z4CWcZ-tJH`?Dk1E#Z9vDP_}$=<|+mJIrsFau@un$3)~{ZL4jNL4QEXsGPEz`)pxLQ z`P!$35{?^W0)fPW%0XR3vJtWO{z3 zVmP5i<3%_XG68bW@2F5gyd)`TB145RPg<$HDisznjv@47D)wZS-PtQlg9FFsKl20{ zR63JGCXI{neYKj${EuQ>`Z`f=-&g`;GC^?ExD?jrgVM3{CE(*&Y@zvux_2N}Gh<8ES&&7eL5 zl<}uL$?q5t{G`a+NGS(*dC1hZhzbyV^kqp$D#3a0&>YpM67ANSyBq{7(LgsS|5ICm zIZa1>QDOy5x@7m%##P{`$H7OL-zxB8;y|7Fp-PlA9co$NWWui<=kko0;5fg-?PUcM zZelJkPl~V*>h5@(AjN{0p@mcbEEC+V-I}+$*yj#}ceBcw&@9?Wcvir~71m0AYdRBF ztGBr*4>HjosblICzm?cBJfcUtU5V?PwkP@&RDx*9 znylk|>aEC_~KOgUeGLr4XT~yuPei3M<;a z5xMpf>`{F0Hj-I_e!P>so?A%a4lhd`hr59<{Z;s06|uT!wlPB}iP) zvAZI;7(QJcUIW!^yu3O*JxWQjjm_5(< zloijg`BRhF_9DN(B$VhJc>kTv`@Hl9Ph0OLHz48lx=W{>j}USBxKAUigTUqi?j09T67YCUUZ%AU0S=UOBva3SlA}GnW0U5WkX2N4Rru zBT{g|M*e02Djv4DUHg)cZBAW5mnr$M?jLvBGL?_}No$X!xfbBF#J1?M?*-UWF5O(x zcpKbmGKR)Ug*X&HT@IwNu<< zp`8caF@fA3vpi%q{P*!bBM&cW>l2yJ^6;@)!8w?%H$=ngO}xu;AQ)YJ@-r<9cZ;>! z&w6LVk9_sT&W)K!3IFHx@lpmXe-L}*wKAZ&za@~l!qO{1<$6&%@@({#u4|+r=J*FSN&8etXN{??7G~?Rraz}#!%}ei{6B$BYf~}g zXWJN&lZp$|+Fth8(!gnOOuFw-I^2KmRq`s#Kv9CK#;>4sjAn;o=Y}-ULp*~8=2Eav zyii`jHU-bNtog7_C-i$$d2 zo5V}b>%?>OEo*TFG@mw=xFvYg#`$eTu<$S!1q0!*S>$6A6PG;}L6apzdH6js51s6QleQ zNIH^eerY@mvx(|vuBSrKd#8;gB_0eu{U>sr3xViiYQ8=u9E=-t3g@;R3dO34hrT(V z!*IZHpRa^s1U5D?zHJ^21CNq$)UFL7*l+DrTaz4!W2Ij$H-rR2apLx~%Wi>iRrPV+ z8xe$oYZmr(k)fD-)%xK%DGUqk%ZUdj!x6PpX=rLV91>Br7UQvDm~Pz6Yam1|fiYk9R6y9)bZF>Md7`o5v?YRj%A3*|PUnp)qy|CS!9fwePX`J5V_&=4U@KDu+Gdn2we-r%vo-4a{+&xh_Yi0{_{iCJ;xurL;`TG z=j$&=`9KV;IOb1Cxe1R98T1~pHjz;av&GR=ObbWa9g=%hyM-h)2S z6iFM+U+Ikmx6uXJPEQDE9Xxrb-V^3+a&i&9UfBLp!a!=q8|U9$-+sj_08P5ekNL@= zNR z31;g~9g<{!D4Z`!MRy5><6^{Qz41sSlB+{~uhJvHy?;VrL^%vYb7iiA4bFN+ zhr+w-`gy_L5D0NK1hjI6A>Dg$B#(IuK?bQ@hi4YL={xlqXPaJXGP7>1AU#CS?Y1JV8V`rog~9ynsxo0>K4j7ReN zNq6=;f+@eVQ=rriCck^tf9TtzE>`y3=sE|ux0+i7s@WtlA05e?T8o(o(BZFE z725VDP)AE7rQk+?ppN+3Q>O9wE^!BH#D=bYy~7!RuD#lwE6 zwY+nEW6=kNz4i^&vhzetZuraRw|!89qT7$jjUdFtJvSqi5stz{*={+Ui$HI$D)Cvr zk3fMXS1om_!cohiS?lJgFto5M(Hp%GikjW~lMX5dA@c-I{`Dwd6xSBOQF}88HAiMO zbMu6uB+1D93xZ+ja@BL*zt6)E)oZ_4l0q0_tBB+>F`?~$QN$2m6^IVy)F1ZY_C*`N z&6a+Ic_8(;w<4tzo~WW-x3oRq7u9@jjC5o0N14Bu1zcJD(0HS5DyGy6VYm_}DwNz% zPeQL0^C5dQ6=9G+I%luBt)q%e{>eYq9vj4-$fYw*F6)=X#`Fx0&D(GRHVxDbE9x}kcagg;z0@Yt&|?FSh3 zsk1j10${*=Z0hfiAfQ@X<+C0Sg~~!N&A*SsVM9wLyL&7W#`Nb~E;vO4=PzPUcYGu` z^oq~8--(1f7iY9L#3Ny+amO~OEDB0D>7PDmih&)W!m(%1m!|ROG6US3p0!NrX<0nzNC}~ZwmNt%`v#% z!$6f%bT_XX7Tn&Je|Y~K2j^^h?(Kbz2jxRu+pkGD;HY7K&Uyt0+WQP%1zfCi2{B5&uM0Y<|X$4HhLa8O*i zU8g%8c*0EI3x7?6=OJ+ga5^1WL{13{m#4!(l7yX~Oa?sLlf>P>nE@u$nylc?OsHMZ zS~eQW0%3bLM(3U^I7pm6o3)e)22+c#VkR?TGC(+H)0F;jbaewKFARB0Vams-RN^6=HW~D?}?OOL}wjl!B&ORcc zssJKp9^R=IDgfMOwU7{h0epAqag#Vw0M|_PGU=xZV5Hce_{Wq8%I8HL+sBA-O_??H zh!qKP9}5(&6_7yL{G^chAriP1^BvCYCxX0GgkktAA_R(38e+PMFheYonfO8k*Ju2X z3-n2_u$BG7PbA3EnRFk~AOj~scrCe*48H4w#EbJ}D4fz@ zH0UHlZe?s%+<7wm{3JaU{DuTW`?d}3DoIdwSL=zKBMCSz=Q9i1lVH)|l9*I632soE zR!{9E!-DSzr+)@yFf^O34H+WC43@huIf)G7&i4xZ8OT6*vgxz@lmzYbbhp``kbv+I z`X6tSK(^04V1(9hBSTyOWIK*23K z&rMkhgn0jA=a#0xP#S0Kwi^XX-${;{q)8@!}z$MC%vT93#euv|NCNF7g>8A0oY*dhGTMwsqrGj!O zq5XUZ1?=?x`^vXYhBw`8i{D(yz=quokQOBa^}oHJPKuC0iMXk}rcH)3fkIR2y<~XR z#jC1vm4?fvgX#1z1+*CzpNP~@U|j%6K)1hXp;1GW0^9lG0v!2duzpZ}XCsFU-~KYo zDc&T*?5me5Z!*YG`r__>i!n01EFIxbP^G{Ly&DrM&nfUrVVO8NMS-MFQ)-411w7pi zDe`(`IJx}i2Z=VOKc z_%333k_uctsr1ZQ6c~_fT*@(_z{E`4IRzSjTykf@`U(Y#zDC66ms5bSDmHVJrkB9H zm?M?NTaU>eBSVXJTsmun-h4 zIOXdfDFS_ylFs3*A_#hRD_D%T7$)ELd~4e%hD2W11&*{57?;?o72EQla|q}3{w{`DnQ|^3qY`*&7_P)!S^`dN#lGT>rO+S$q1JM~6o#u}r4%a4 zfU{S`D(FTz)PDUj=HFQkD!(i_w|&Zis{6Bgd2cxwGJfpII8_c>2VT{T?UaGXGk)t^ zeC5D3N%KD6a`4!zD0yzU93+EX)Ml?%z<)n|b7T4|psA~fkxjo6KC_##>Nr%w zzwh7Z6l*|pK{v^1u^Mtu9_MfEsfPY@Y20GP)!;A5eBSUyHKaewjS8HuhK;gE>6yoC z-~jU@)6Ls8pc~&+SQ1|Yb9p0_f$kdkc}n4CX>1Kh4orc*SPi6h(QV&juL0SJlKv-z zYB=W`E2F1W4KnjnvzD}~_@d5jo>ohR%2*fARl~}_?Bb9)?Rj|1f%WEUm|zPi-2PAv z%2RPnCr(zwJxbfUjeZp*|44q3@VXMF6TXj-JS(Ag#wY*cjY=rr`MYFyq!PAlYI73I zD&bdeE~|rICAjiSl~|u74YvI+o)p98RGVpAhn>HUCWim3YfPHV`LJ#08Kz6%HwQaZpzLeaa!Tl+R#F`V_ zE62(~=iMicW27<=IoBa-BU%P#ZJUXboMjNmu69{wqZB@OU7yQkD1*#@y}Ol0W$?)D z>Di;XWiW@ITsR|M2A;}s607G*fpUmFqQ<@iyd`umj0_ipO^9V1yG=1#1y8DL; zd`GIAhXbhKU@v*Y!;9wkxZcUNkeSM$#K`}Dy7oK@uPxI-bGfuusABb@2!tQc`91&P=w6oTj z6hO{yPT0)80x(rm`~8ih01`*OsVQA60FO6PUzy(*fcj91q6O{$t-&kWiuofELQCE# z`S=py8M{VD^FTfn+N&68uIEC8m&(Ds#T<~Fc+guRoC9>XwMFdavf%~CnAT_c9N6yq z-eR(r4M2BOPp&@)NCLeAbXK`=^us{Bka8aAv%FQ8u+0G%4vV)m2mNi+p^z*+&f}L3`EU4!>UlCCrPS9ltT6+e z{6~4Oq71mM=7(QDnFbzWdpP=Z@esv1`l~?&2e*_0=&wA)!eT_jqZvsogvu8s$9rSJ zWLi_kl@1488xA+>6L3&>GF~&_79L(a@ze^siH8cA&+zgm7L47`&vy@DpzEnW>xw!C zE+2zuovIj^5}IH_-55{}J!2ek6$_W6pFEZp!~xIcKRF8uc(4vg%9FtmpjE0sVa^i| zvkxV!moU&0-pimmkAWCY*_VT2SSSe_-`uUk!X#h5BZDdq zI+E|*FEPf$o!DPS^S=nNKTTol-zXl;rypH&kiY?7c=TbOY%KirY706Xgn^7>%bnkS zF`(Y-o_d823;VHw-Xhzy?`7mn_}zyE`B{yBHAtp5g6k97Xecw!J^&!r+zk!-I*9LBLTx zARa*Q2b~&5du2x-$bC`VYd+}*9tPi@&awDI$k*j&E|);)_VHT~h# zO|xI!SKPpFBXnK6!Wo1ueZ5m%tU-va?qINiHT?FK>z$RbhLx&4mn#W+0ZP4Ds^x7}W1Tf4L!H#ohVS{M#_*$+B{5X(v zS94qw*nXd_$|IT3a;F=U5AFT$O?}%s2OPn5=C|Vyc{8A!V}2s1`{miPJTQN}WrC=0 z_N|VITcer)8=iPsNA%raI3a)C4*8y}xTyQk8VxFsnkk+&M08X_KLNvu-ZyEz4x?8G zI;)gWxo|PaB!4PR;J%Lfxt4aT&0UbTy+?g z+)?|5bFw@eF6dhB*@s!a4k%Mq?DLj~F{0xt4{|eS1@pq=v;2gc=*2l%9KC@v+BvVI zep=2QMJQdRh!H%|A+$i2r+T6n>XwAF4W4Kwn#5R??SX{Y`#JRQx}vzp0u;NCj;M!$ z*gwsF4~^?7WZH|}L$WI)qa)+4$W1}@$9-Wh)VSAIBe>QV*%+FfFqqKeVEerYE^)I1Ttzr@HF&8A=JiQDUq7Ni+8cY8dLwpDo5*i%<@?OK~$ z&zwEd6RWi9ueL?1>CX;F{PRF1=Xknjcl=SX>+AO!5y416wn?6WF$}3TtOf3+)e{Y* zGgb^?sAK>BD*v)aXmy6?X1HMx3ND!wZh!8F>S{T0o zk;r^WVDeFJ3{og!^>5jYL(9LS9LMwHk#ctGIGtM}(oqoKHu6nG+81tE)i=eX?U6Uq z`)p&;Lcy<{zJMsS!SB~d#}|!a{6%L*LSs>fp7`PQ6LDx^s4%ZoDh|~+9eOfNjztH3 z>b15OqmiPqQpI{+B%0B4 zD2%;2{PVp?lotK92|^uas}p{yz9>_RQB3x)2Raki z>DW5#f}CWQTC9G#pzMY%-B4d|ROhy3Ty-=6spm1%lS>|<{5;~Fmjxkc=2#&elSv3# zxAU3X>Elp?e4q_4 zAqkBW9FL{FWXXHz4yP}R2p{m-LW=p^F63Vz5!k;*L9&KTO->W*1=LLP^DoD0&M`B_NI>`a(W+0-CmG(BnRUM_jdEQjGPn z=!g`*-$(-n$?+!&hA88Zb@MMlvo<_p4s86`cbj(Z_HQjtYXag|TV)mL#iMNlO^vE- z96B`Q@5ttgMNum|Q3CHU$R_;hik&6~vFfB*t{=c5=Z~f)4b?a#P$yJgWr#V^EoL)vHecBjQ!_2n(OEm@AaTZ&8tR|v#JfDh>ZUVBV z*Rxc@C!&MdXD*$ZPD0Cz`ep>DB-Co-Bbodo5xK|LG1luPprYUWD@6ry$gV(d*32>n zd61O9vMfiS+N*3{mH#48>X?pnigFank4ed8WQ#$;f|4~C55^$d;gHuc$70Z&qKs`} zax{AO`D5SUP$XLWa_3^lQJUZFdw%W}J`~mDm?`A_3q!*)W5Y|9k?2v~UG4Wcn!g41 z)T#7Dqn}tVj={lbbhf5%D3B)#%~_5tzp#uz0gBfRZyyLlI?;kpt?dKR<<q=3xNkVxGmPO5il_NhhA6hHITUGj$G*`y7lcM;BKB7``yvNY@BR7< zo~Xtqo#%S!ebj&0RAL~~6Ady%sfOv(?j5V&55!#j5aFW;s!Z^s`L+89YlJTvJkVoo zx$A)>Sx2{$tDO)>v$VUFixt9H?rk;ta~Y{aui2fZ+h}K<`Sd+KN94_@@k~C*5ixOz zpSG%SL^G`EBg@J5sDE;9&)Z^4BrDK%y+%_Pwf9PV>$m2InnNO6zE{kl-6?rHG+POJ zWb&Kmm()>vDu*if#AS4f=XG4ZrwLNE6gh%@q=mvN7Ufg3CE!{$!~M0`YmoIM)V{;e z7L4ju^_J{CKp*!?Nh{_)^rSdzG|1Y4H8THW~wQ(VAbzUE{#XY=F^uDGna8?>Vn_I1z3Q#;X*dWN0kV zzw*&J74~q9aERVZ1^Kiz$rSI)qsqL5hJnbo_YdANuM~|^&$;aYYbAKGp9p{k!mQM>wdS<~2;fN18CFN7^|yH(`C0Whw=%YLqM*{X>;NluiNFv!WP!8sYnI~7bZ@=Ikt_1vGaVnt@{XYsi=>?|9BcSDpONT z1M!gZ_>V@P6%JNw6XxUwv0%G|7fs#5Kzt={y6rj!Dn4s@9aP2wTg^hQ5;G2lTXW4~ zj^N=tR_yi}F#>#77h^IGO@q!G*&!z#2+;1jn19&-4{Hrs7x%Q`;LWEAp#mu!;7ge+ zyFO!~P4TH${v;Nn*~7bBD{!!KKs?y;EFNTk-kgft#l!CPi{mL=X~0$1dn?yC4PI*X z9Y6US52N+NGTC?%zk|=B1!N1_TIVHINv;n+D&n zFum5BPlEu5JC2)M=^$J^8|p(%13DKMp<|(V$e3?2#fss;!t-T$Wike$W`ssw)AZNK z?l%xi(_=#Q*~QPC82BFm0RR6KnRz(W-xtR%B_u`m)HlkKRF;&q94ShvRQAZ0rDV-c zc4mw*o0-92j5U>Hr;>wIlCmU4Qc0GQEbUZ3zkfgX^E~%`-shfk&+EA!N;|`4C23g9 z|D?*tmWBtN#Z!N7renX^tq8ArI{J?#z8vgi;0`@@rPMY$s$cwOWXeauFu`fR=xP%3 zz4=qVKRp>QexE7W7ed6tOsQvuzC?Ut7q`njHW~f@yBt~1AmPb$b1J=oj2FBnFV~My z@au?2mzV?{8`dx$#TwA?^pbTxO*c|;WUmwH0FjKRZVX>FbV|XOv8{t+11b35KfV;l zQ)IMLiq^j5MZwW!gK9P3sK``ue-3?gJm(~)&r?amLG8-FF8`R=uhXkVm z513fr_K&2sjD=r)!V153v(Pun4HL83c+~B3WzO|1E-sh zp0FaMp?@s(KKB$8-<4*m*>{;+jV-$rw4+{ZZ{131hDj+XSssaLCRy?fNVko#qv0 ze#udBkAob~ZiI%TDg8$JDs8X?L)?aR8+nZa7TG(Dz=GV z_}5&MiUNB|x;2hc@w@rF$gLV0Ha%78Jsm^GrSY{*)z2Ad>ZHx0en`Uri&&?9@6z!7 zRtL64JOk60T#la@qG9>F->KJ5&@fKVUp*#U16YuNHp=yVqV{8nO#`@D-Hj|P4DcrVqkj*v*o=v4Ts(}R2|z+ z#j_Ve%wzddvFBW*aQtsF9+!(`NPH!uKy$?FAu0vG(8FC0OVd!#@#k5F8Xem#2;yIR-FM5R+ud`9|S zogf7jO>Q6f=$ne%Mlq`NTq+hWy}!GXOhxal(py@W(XjVNbc9qd4a10RJS$DdbbUg! z!8)T{X>|%b1M~uJmB~x)= zg&QAj(FbLQ8=;{u6^kGH7W`Z6XB2(T*o+4iL(2;*KYgU4k<6KwUClIX1!DGKDjiLH z!AkNr4J!)+XR>N2DE7)K=*{v}TrfKM%p;VHjWi=YG20Y8(l?(i;7P_n-J#3u;8aXf zITrDcL&bjz_59Z}X}DxIXko4S;yI~SFFb3RilQH{KPqh|{#9{&s8C# z`mw*|{Uv0~$S`!sGNK^g>1|pM&8c|8ZO@ubi#kjMPCd@tOhcW++D98=$*3wHjuC>{lM-+rexHTS>iY~ zoQkJwKZ`s*OhZ-nU7sI|b?Z{yxvxZ;PH-Yp|gp>xZNxGdL1nU z%cGhN=-uHc{HOcArA9RFw7dSzTPGHkm-VjMHXe^3A3R$r`#K&C*ZBA!&evpo$1utAzeT`SWtBUDmlH9f-NdNPHUX`xj#oIGNI=a$8p;p46VNnI zGbF+y5pPXQn*RHegi*~Nzw}dxXcJS}YtKo>!{s4wm6}qptl_#uoNX$e8`RPHkwL<1 z7YQ!1M+vyYPB?Q?GYRX5s&0nFC*WECOMSg_@%Z^wNmtoSJX#vC!?sMvV}q)zBqt&P zaW%isv;UItjdg0+<(&j90;5_Lp+vlPuIzZYNgUpmpZMn~5rYZAo7D?DBT*;v<56K& zI8L|he9=K&^fA4`_d!!6zI@bEU_Bd!#yua8%`sw7ZsVpO=DXwYyr4xor!p3I@OF+> zal?_Dm!?1v3B<@BWUnz!3v!w1NxU1=pyfH zePXqQHfU{+chvi;jiC{j?jH->kNS;Hha1ODk;#3sL_ygOiHsEi`fuH^mmI6^;d>GN z4ve)XI=f;h_1>P_nHJb(Cbs5ql?i$VD3)ffG(r8kLcJ5GjFFi$zJ+hwX-s(18+I+{ z46@AvD}2W;;Mq`ge0J9#^`{5Cll}|AC3Zm*VfmMEmDlQ7A0vM}rJQ~9!CHSbyD2qw zI>{S13I>`ohy1YdJg@TSLI852y#xDq1>?Z@6V{s0Fch7Ps&A@|#N5Y>4Mzzv=w!U! z_|eVF81*Re>P7ibWa^)~v``y}7NqNi$NU1&eiJ@jf5;!Fq~A&79)FZG8t_y<6@Uzl zq~ZO3JyL@+m7} z+#S4Kum1S6%LU|49Qww;UpSrD|}ol@bM!NO2h65((-HPVJj}!{D>^TFK6s5YQ>EFisSXgqIzP z+G75(P+7Vx_sHFNXkdKbTo#rHJ~g#sF%n52F7oQpUzsGh&d-0mG&vF0RBsfu=!=K; zTb}&eYvZ72gLT7Cfmrz7?5k!d6bn(wtIvCVh=(L2$JI<50*L?AIoDK_42GVKKc70L zK<%i(&8XQF2qG6beRN0x!)qqhx{Ke*+96*W7XNE+-M=z&iU6&p*V;9m2;lI-ZLrBd z1?u(-T+w!CoVBybz9o$ zv7t1WHFY3(^ReKmVwTvpmn>M8p+XkzWWk`)Y_H}+7HIF?H+66m3t9?i%wMH2LGjIM zwz5qcyf}8fq&q7OX2#;r=oGNP^TYNRd!5rEHQf5^fKn!C&s(!&sx!f~m@J@b$^m;` zm?EPr6LiDwjrTie0_*La5<8hpFl-^2zZ^@4r?)hYCkmy*ovh)C8;Y55^31ve{5c#b z>$lFCNX&xmNf(ZNRnCTzZ)dwj)v_VOSgSsBC<~S?2n3t`;lP*np3b|T9EiTKu2pVN zCPX;8PaIm60cRec;OEdX;V|dSx}N(SXe|gcI4_e0R%~JEl&UOHT>sUwr7jDiS3e?% zZO8)d!)Avh3J0cTw~fDD)LAU@CPR2f2KcU7K3->)4*%?4+3)VlfUEM_arZTG0e$^IPS%&pSyCvc(vj#!NP3V ze|pu8r*_$}$<(a*xN0l+t5dj&op7is4rI_$=_Z`6RmPR1S3bEs?VP zk^@mk8kpb6T;Ogg9{5hys_e>!o9Q*DI`S8N;jV3% zDb9i$<4KI*;2ePJ{74lkF4R6YW{XsEL9^R8MOiQxl%8=_EN^pR?6B_0^oty5XnblY z_&po44H@6ov}Hk6x4E>sTQ-EQG}jIt&w;(ht~XY$&jl^#-()raT<}zFKUTSn2eJ#? zr-wCjAvfFHJHwO<8lC2I->Y)qm}0?vYj-weKKA~t^E?|in`BB=T5}i3idynlHGV<_hl?dz>o(IM|KF$aB{(BC~EVWMcv*D zS9W|^nhWALTxPF&@gPI>KE_+-flFhoAC zfpU6ZAH^pRpe|(^{qjKdiJ;5fzdUI1mM;BD=E1PT_R-J#c_7IDRA%9HE=&-a$-^7D zpdXv|t}TcQLN~{6dH>D@yQk~TDVaP7n=h5lTA2q5CpU;GIp#tBj#n|;o%0|lRKw%B zbRLYpw>JDzzynJo&V_Cp9=zY0fpipAx`;RFkSnN_|B0B;nsoA z`IYk^lsnY?j-3ZvZM{lHmghr{+lD_>v3$r~ci?x(ihSTC?g{(Tln0!_hBZThc_0w= zH&D8U2QH!35!L5;@Vz8#Xq`|V$h^806D^w$ajR71tvvFf)^lR=a9uuZ{TzJ7^Hx3# z4j6d6_RfdVtu`-TDdz*_mBNW-DS43e;d!9M6&{4h9NcZtmkU1229CAJ@L=n~^Gy-8 zJQ#gh+X3WQQTPm-CiEV{&X17v(5!0;MEU@`Br(-*qy?9?pRcut?!t8~R$#7LJ{E~~Y{S>`eA9CrR zl}mD9py_q!-L*MTkd$`Dc|HpSNzZm`^>g6W8~lPcZ9hPMJ*arOH$;Jv)?%&-0oxNEqUUqT}j z-1Ovq#J6RFtdv{XzKIOrGTvu7x1>W?>4TGDIc!)`I&Xj@O!#e{)3!M*4SFq1EdyPd z(D9{4(l?U@j4vH2=fAMvoz&Fzo4;Am+nS!Ic83KTnshhgEGE?MX5Q?JNCV!AWG9Y2 z1HxO0%MV|rffEBi9QLGvXi-+FR3;rXT+-6~+Zm8{>}%eu9tO<($NOFSiUDzd(;nRC zFhJct_TaKeI*3f&eBK~MgG@)sZvtmi;pJxQ${j2c*zg|p+@B+Y%lmyf>6R&w_cNzp z_3c!cJ_JR@6e@@+ygI$NlnU9Z_s@C7q{8TFy7e);6!>85bmNp15jZp3Rt|kngyCM@ zE2^gPP#v6pS|B?HCLJCIgp9<3M{eE1+T#fj%GY3U$v*)EekCW|V~qD`AqKfc7}|xRQ=}xN1&wq#jfn| zqhP;1J2ha33vhn1OH}30gSde3a?)>K7~X2BnO5ort1cCwvV#W@d;0Uk#9YBCKEKzL zZUKB_2I}K1b?73uUVGSVhQdvTR4u17$T#_L{gA34#;kMdzfpM>nEY{^E4H3Ma&CS3)?*~Uz`I?zjPkHZ3r}tCqpg&Spjd=&8-(NxkLSqA8wpI zUhwv>;fISwUNGJxXF;j*0GiK1*;xg5@VoOt_VD-_XfpfuEa9peXiYRW_MbnAd!BEY zntJ1clu+Z?>3Topbsa1|n(Tv~c}_2$tZ_qHr_A3sooCQSJ*oX(p&fQ5ihk`Hc0jFH zQhRIX&f#R)9!k^(Z}j|k=GxVg0OV;ouhwr~>3W)o+2EJ z^~d+r5z{W?v~d2z_$}es;W_)uVtF_^og(GXC&F-K^S&Fc!k5u0IzcXeWi+;FG@M~C za%hXGQT~dmc$9qh^X-ZIiKuWOqd>!qfXY6kj%}HVsKHq2^~Ek8XSd2xZLJf~VE;yD zGbCVb--p08dlFH~zA|mDB?-qxC?}I0k{9(9y|D93LH8yVuj4EV8jbi>YDrRY;ISrq z?kpK~UQORPt4l)9txFpP#-t%V(##28`#<%khOT`RHC@QOc(8!LAHY0_P_gs2B1D*{QvGge5EW$I^NUxW2Z0@{A=B7YLsv&-;B~(meqyHIAwC^XJlgv#;r@~nC(kN-sY`AW;assrOb>p@fQ(E2C?~KZwPpVlj&i8 zjDP}CAxl{Y2{^4Z@~xqdh~;(qf7_->*s?K`uS8@qp18hN8zm|d<)8l@&7xsU!|5kI zL<;g);_BZYknrbweL^}kw0U`1YIzqG zdw)OQ?4?4(+ynBzb{EsIP11Ao%^P%V?A*TGsG5NfPOYUZxt)fso{@fY2U&QK_t!tR zj)`qotarE;q~WZJ`L)a43~cP;&(COMV3}KcfPz38j(QF;|1_nckFJN>$f9w_`WZr zj<1=$$nO?UwZqf#cYD!?(*YUi-t~A@uUjTww0CfM!Q$Xn@f4FrqinR(3a*t?%tlcU zuPwHvSva+Mzm`&P7M7UT20aMP!pWNtB20H?qj~**#B$#p@w z9v(mW_VvDwJiKM|+e43(kNf$v=-0gp@GU^)P~BL7odt9?eysw`(D}P{ zP`Lm<2b9adlP$oZn**nhZ7o2irtl@jq5_P*IxW4@z7RK0FqBs67U8G5;YTfxi_oh~ zPub*Z5#Gsc%R8{C2=go5DXndVIDOX2VaJt1bj<#EU&Fl+jhbpN5?cyUyZr=5?uOq+p+fFGK=ucGw-pwTSd60YNv?a;=0SGyoS9|Dgssn+X7g|j--OcOHy#@A)ID`2C=d7BRB2OW^H8)) zVb{$yJX}QJM(2Zz`4@~aq}k@+Ea!0#>Sm+R8SPOuW)>R0FFqg|o`o0I&ecRJW#PIn zL0-wnvT#KDkFi>07A}#oywbQW8z<|BhVHv&V~2UB&?_njjZ)f#+CwrhTl9+Wf%WOg zq)sW!wy?0bzTxa$4;CITkv?-yh=rUotg1S@L?uK)#g1ZKE%M=2F|+1=5#z9X#R<0z1ZL8gYG--U##cOBZ1Ry zR4jiHoS(gfih*MF7OGWL{F?aJvND*4b_;r(%w8H!%RcM-qCvxq5hc6$3uHXU(!V;D zKtyxF0bz$dNvJ7X(@u{~z$NYLPKsN^V?%Gx?@#yRQSNi4wo^?!hClYJ=IA9LQMcm# z&qIl5P!>1ydLR+kjTW>CYR2Kggaz83HxbxmJ>g>?9)!KOy%$Fte_Vg3!2yfBF;uB$ zt(K%W%8{qnt#kB2^`y^)DmPzjaNJ0YFb=>34eg%TyMZ|V(V+R-B~Nq;-EuqV-YJa9 z-2KDQeJ7ghx8GasdI-$90&D&y9Rj{I_k|O0)Pb+!>jwjO30!sS(d~6|W@s){_4>za zXXN>+7rj{Hh)(tH8GjYDp`7dzSk`zFv^*kz6izp_LQR@g@ny<@Q z^475a^@C2uX)}ni9h2`hmjRv;v)drz5UyW7biz635H{q$XB94Wfz+=`Oid&JVL0T@0ly@O zxz05lHcbMF^p!d*)sx_=d(qlWVToYZ@1e(68V^PnN?y9Yi-o6hg{EU737{-`XTf8F z0Npjkrpc~k5JnU3+Z7bxy@~gJu1N*S0q?^l9LgfcB`we9Qs7;!&$qXd6riZ{ZJ~W9 zLrIx@*Y`RSyxT6f-9IN8+_sJ>_+KW&jwncCJ)wYEznrY1Cl!(-d>dFtXwbe*rm*Wc z4FvXf78`z{!2W^9udeM+1(&lGzM-mQaJyvn-==U9sNHB<$SEa&wpqy>okW7S&Jo_* zFQkHythYO-o(i5;SBC!GqCvndWeK$H8|@ zm%Yd%O~;lmbEH7UrG4)=J5#~@R5+dcfeuC=hfH0%(qOz*eTVjICN!Q7P~Q2G1zSDx zAFnE7!))Y2y^kpyhE=|Ghizj6dGiSy>m4lk9{>OV|NjhEc|28J6qO=WQiMcQQY0EA zMHY#KGKR=d#xf6?D>IogkI#Ged4~5;`9dVQilQ_~LXo5>rN~f{^u52<@0{N~``o?u zUVHD;>MwdQpfeK-f{EX2HfADK>SxnR<7}i?S;!Z~M$U%bjaSkgoD6)uKD4zTQo3CpMU7-rlL^p z)x>*H@$p}6Ju8fY*+t<+nhq5!*Y@j8@tk$_|JwMC670%C)2laj^gkhv*8 zZSj+U(QSE|JUaqBAF2zPgEXX%nZL?hWZP9{J+p}`#J(fP{TDo`Xtr!+)k_dKlP5{I z))OEeaNkwlNk`I($DDa5>4-dj(8_Z++wQKkQy-fNu$YHOV&n)+rs_3sk)^@9I_A5= z%|cvpXgc{mj)I&)w^;u?Ya-z&s> zt`N{0*wa%40;?0Hg!#VGpfi}eaTQ606!qQlhT7Ba zf$*_M(gPy|)U`unbFAplQGRg8UYQO)Zubp~UkO|{%WE2HBhYAL7VNv5z_~SD<^#$! zOo~VU`A!z1&9kobKq3vnROl&G5|Apr$2@+WzyXePUpf{Dyk32ZcWRNq_q&;A?$!`k z9X4(Rx0qZt?^HnpB6TVGDsb zGTjo4HFQMyS*=PCq{ES);V3&nz|O`h+1!#q^sOLe-zXYJ`+vxIm{U zC4u7^>cu$Sy!6zi%M4gdPEekIVxO2(kw2*1`Ac=wTBs4 zwbD%XsXGJb>zpENeHcji(eSd`kOA?#VS6g!ZT?v?{IIVFoq(j2^b( zr2E6j=zIH!9^>Lfef?Y+-$vhlp?S=J%NBFHG5EfLD1Bb%%LwX8cG0yPct zsvGFI#=bt!qCi7UKx*SZbba2|DjshG|Wg;9gMU#)JpjqWUW(uj=)%d?EPl;Ye5$F9b*62$F}sLxne3fW`av-3J-kl(mD zIa7`aKEBP_(z#3oo#N{q;bNg_%&*|z0u!^7JbyRLFyZt~SNLNA6IYLYsrS}mLNGSX zU!$cA?tN4duURJ4FKW-k%9ewVNtiFoEyuU>Ud{g$E1+nnsY(m3z+Gj7`V{{PI4KW@ zUe~Qa!THtadnGF1wqS7ZA)_45<*T`q6)-jB11Sl!GJRcYyOuIdt6QLPk@{vHE1bwMAw* z-ieB;#T_e$R>!R{Cv6W!3Ps2 z;tpOar*SipGNtLl?_P%Bf#8OnU8VT4!Tr?I1Et819?nYnUIMMHt}L;)rMSE)oAN=i z42!o1UE)`<^QPd(neS`Mpm=by@NifucAafhyhxTHV7NQ;id+dkO^oW3y2V(e#ktP3 z6l4AxWv!QU2}X8Ot=@T*!2YZdbKnGfEjprGz*_=$wbe_Bz+(K&cGxH0%z(RiVuij)}%9xaa(NTMRsach)j zT_O72Dl_hmP~iRhftr6r0eYIuq$?%!5ujuy+UlQ+%Kfh20>iWMw^QD>IW-%!FRNIQ z*15>tk(NK7mWSat3qxXKc?f9HQq7so1BY#sb9P-GNNKrCwESGW3*C6|#aK2ZWsm6q zNKMru-?v{?-;r{u9-szaBmH#jtkco*Ko1|LlS!lXFt`ilN zjhM4P#ksq(!L>I=_F!^07z(4y>uR%5k~e=fmPdp>!m13##vR zOU1$Xq{(zj8hAFu1)h454uj84LVT2TBqUymI#r#HYQx)K)ML`YY&K0}T~5P;`%6

#|u={QTs`JmYtdUczbC z_e%Y-AUrWLRa{+t8IQL6tB&4?giGQ;bK~nMOkJxwSL7Fsh4r0`FW;jOv*y?@3xi0Q z9@(q)hZT+1)yT?BoG_#!Oy35hHr+>@KA%$)4v{bC%Y$VPHiX`u` zkAQjkG0V5%mms}GZHc>VFb0|#6W8l~!EDGAo1b>a_^L}^Vw5gGddY*oYZ`*luDSPT z-*^Z_$AqBG8H(}5w~zM!2?lXJC#k6~5N4(l>c)|NpuRe5cE{caEBOtrH8z}w(XjFJ zts!S1;PcjITber-?eeDG`}`nAdGjkyA^_K4KONkEED(_J7@o;|qiF*|FVx>`#0{r?ecVo{cp}7_ zL;aDqH_Q`u(q`g)VI|J}eu;}Wq_QHFcHZ>_vz_)wThA3LpO;J9pR~i!$&wHeO#{r` zySCdq$Qsg|h5RxK9w?0$e0smn8**Lt#X1}OVEgNVE|<1HlnqUm`=9hjkj=ht!3KWN zkfsTm{O~|n#Mgnu%P!CedDCs-bPAKq*Xi8%U7&nPK9<|V2mat|JW}O{MVGayac}(b zWVG7-$X9=OiqM6JZ}>pG(=vJKo%3ktw$-TFa29>Oo4?;%Y6>HMp)IuT#ycg>R3 z=kVpXZl0Q;FLVY3#*4fzU{UAfsT+9#I9!}Hx1l@$;^&*3Mu`jH3^V+5%E=evyw=J0 zx4NU)a75QE)&WL49Gr&3jKLB5tVuHO3~ml*$#04EhE;LLZ<`xhUPnts$TcDu0|h5sJeb6SB2zLs9fvP_)f71Y#*; zx(9>0RxG_{VW7Zr;u~y~Cz%hlv;3_c|AJy9R>T<27yjJ`{tQ zW^>Gy7cunsl!Dd9i}1Z*b9>$25VWsa@1XJ^5DG85wJ+NFg2!7zS5wg)8rRpEChW6< zQI7q)ZTVK{W{rfWJGmk=R$w%M<&E;4+GZ0Iz9>y*w%9N8!$+#D%J`@^n4Gas-?RPA z&70!7vfTx#T=QDLx7fhGvFp!;e@79%``v?|Lx)NG;Mkg4zGKk!tbW0(a|XJ851yNB zJ`Y!;$7b>jPv~i%IP4wb4NJLtMblAF1jYCH^ai^^DuZLfPF*nihCP^l#RZ|(F6jK;HcGEJhpMg1 z#fJ;odHDU@kknZRNSO<+9XVl(@GJEV4kmiw@K=}$l9*HH_<3`{qtS@8-!DMpPSuAB zuZ8c>Qb!1=4ZCSm&qI&mutEBk56q^xl|y=c5q$M?v5a9qooRW z**Z$h_&fE?2bL>m@(=9w0P#@kpVAX&cq`7hs0W@#cy5feI$6MnwZ9&EKiYvy= zvfBCY`l4}2OsS#QAJ5YL#Poj!phtB*Ps?}!+8?!vrquf*+f-wPOQJ92e|dO_<$5A4 z>?ggl%>gDcdQD6?w`gehx)KXPADicbs{Pw;(tS*2wT7F}vgpMyMaIk8AXuU5Pf5`27 z%y%EMc)4Y4{+vJAX!$6`Y&wAKHZ|CuwkeFPVO0-BNrjX0ZVSTecSn+)9X7=)A4QWl zIfLI`E{Y@_r+%Ia_;i`19QgNIrZkLlI3>Tvl1KJoF+Nxgs*7 z@mM&i_xJU!dFx1W^4jLVm#3r2_)OPl$((T{bFO2}C4nns^xBx;V_#!QBZb}DcOjaz zUv;syxH5{=xRsExB|Va~^b9#4mL5eeJJ|IxJ~f&&ntIv#DmRuaZpce`Mu{gE;_q5# zmnD*&*6q7JDpE+LzIC4N8COZ6zlWPLjwO-qzr(%4QxZw3ahd54M-xe-?1^0r&qOjc z`BQH;S29_@HRJ=|<*TIGmHN|K#i?ZGjb&Fg=hDbGEX$0{#tgFNqN!ice_7-dKWDx} zawhrlZ`7WMRekxw2r{%ld*kWX@lx2Vf1<&(<3`p=C*@<^eF$M^H` z8r2xBRH8xK9tRL{;5YJ)%9=x{u@IhZ$3L5X@8GKvf@Xs${ixeW9d8!LDmFWUE4iV zQcsXqCEs6CVy~?(wOtL-ppo3o2Vw*t7m}mPp18j3q>u)tQ_I!}Q%E^aq1ytl3&{JP zlp|}zC}fD@)rUg)6f#}r&Y@koh2+LW4!s8!RFd*#rE!6MA-QmUME{mT0htoBg!}F9 zJW{^Va$7%F9;xF~RO4xyOO7A0h~2*>mn^4Okn(=5D5Y9e)z37X0hDN?{UN zyx$~grZSlv|7Ma;(h^9@vTDi4F|p(klLy>~BVx!oQzJtmpD1$N@0jdkmq?PM%X##= zb0nGRF2Q5y8AaOv^VwQ58AbLr)e0Mi#gH7c)%W9t(m6q-uNDh76-X@z7NVflu`7g9KfUMU$+x(ebH?|8!#uS?c zkpizxe-Cs8ley>rlDEUdNc*&_=YqaoAf+soPW|g}C#9aRSAEQBPjb*KdCsgmL2`_& zX;SRpL^ji+avUrVB7EgOUMYb?Xy*J{{~~f1IO276jV{QL;iz_sNI6V~^ULC5~vZ0U=N!y+OHSF<2w~dxtJu3*~$B*Cr{yP+{A784+@`a%a zX^opVgrO!s^zYxVLC~mD|L^vvKy0^7;&CeVLlA#vfah~h5D9N$Y%QFjaU#6n?HVum z*W@cSe`e2(*0Pzs?0)u9VYXa9W{m&s0V< zy4Q-z3W&vG+x_jE-(HD@MVg}4G4EKEnQac`einla55nZ~ofxR!v*TaR8;t-vj~3=aHU={Os}*`-JeYX_j@VcMvoMP=a37B{Zr7l=S+{D zP7*$ct|-heO+bcH&Wk@G@t9Lc`)_#F6)3x%F;}%uLV91(DfgPIxKxq;N4P2#xef0n zJz~-@$M0ivyCV(KqALUJBGaH`y<3^@QW~D@eI<2=o{BvAf4tU)skkea#$4N-g1K#* zcG)GQp?-0h#0|R)?CtLA*;bT^tLK8v-DI<|^vI~4kz@`s)^~{~O=lzU_{fWE{5go< zbBseGHyf(!o_gl@W}z-{?Ta6$vrz4PheWof`E&vtxk44K(gYsT zBpp1xXfU2TUETAJihvoB;$|)aru!m^HTMWyOKdlnZy})Z>##X(H66(>Gul#%2-r)` z#l8|?+u31$Y*3emkPB*?TV$wMVoLC;a}{EIdS7iyFcnrOj=3%?p+QM__m||21bTf9 zR+efL7|89|f9EKHuc`%d&)NUsT~q#UwKomNmw4>eK2AkyxAzhiwm;5s*$;FS3&F26 z!*}Ks6+ickxr{%hLH$di&vgp|qeUKEY3&3Wh9#Gtoggqdn-%o0gMj`x@h#Doz*JlA zV%#td2HhbG|BPuUb86R=SD+$N^&l&lPJ=_zlMCx!5h!ihWHF>o$NJN^F88I;@gZ8b zU1E@q*WxeN(6i_W=L#*k=u5|roYPx2bJ3A<>p<_EF9B-Gw(B6Rc%{di&-PoUX0#)@x-h8BmismRw6GLaAxgzJqqC9%%V>y^j@;oXNW=V0$CGY%8Y2DbYbN&4&~-~Sb7lh-t|@=i zn8yn-BH8@Q?`r{CbBxXA;_|_)vm}<31PP!2FGY<{l?xf+@&m{Y~zcgI`oO)_4i-6jZd$Nv$1m?a^xE_AU=0|Dv z?zL+KqPTdu0~-l+>0jHa5JRAXRaGjdL`M)yQ{$a-5nPL&8h-s%1gpSmnN0x<)C|W9 zb>CpX_krCx!;1{qPq~U#o?!2jK@DvSMKE&HS$UKOcaAW@4Ch;Zu$Kvcg# z@qx^=+)owoIAFy0Ij#~Gs~h@m|5pj(##eJPsSG*h)gxI57uYg%)3F>WN2W!?K9u9VVybw`csZ)ii_DyxEk|T#O8$U- zIrzhMnLj#M@cNCBWA+PJ7q9gBgV~P#RR{hg*LAa3oP3JOE+B> z+JoZ9vwc`#w!1&O>BmCvA;-PEZu3|$GbF25?u z(4du5AMM3N*7oOGR4W$dwsNd=jbh<6XL*aQv;eP-C0RR6K zn0GwY{};zaDoT_QrBV@p{~8TMApT%uFYL$RvJd?V@Yxtj#F|_m92=hlxT+{~oDMU=>18H@R+^ zMIq=s=1me`3LuiZ>GVIt0^~Kdg?qZ>8uwJQ&0i49GGetG!W z6jZ!yG7nxlKVF)*=ON5x)~hEx526J>_iInHLA&ik>INGnnHP5-j%VS{i(^ZUrZPcY ztrRXH$%3|V*6++979=l4WOul+uzFgycmF09zBQb<%eRh&N**4)f4NMAu9KAvNykj(+Cx(ub zHEI)%u5>6U9qO*7pf2J}Z>YHr6bv^@L#(MdT zrI}dTxs58jKLdI^>#dipOUI=oN!IjSDtcpXT=h$%Vf1$l0s>PIecDK7>o^S`E3Zau zXQ$!7A+L+wg=zSJ1E!*X((s~C=jPYjX=pBdeu&kV3i@l_Fb9H$^yOh^N0})Yb{e;p zM>4nti!!M($vBa2ef~!z4cU{jl-1>_SP0HkxGF*_2pWNeZ;e6!tFPk^<+}mC7@`$@rQ~%)a@S2>Tt0e^{>*aB^F| zuX8OG&!r1%D9(wn`bARj?McF~>5XoosY#IC-+oJRGzm2uglzr9lEAx4=*{9{0+5rY-qZKew!#-OS?tf=uoG~Nan>kI9QM3h!{k7jB( zZbh6Z+UFmNEd5ulj~jw8zij5kyLNvBY+~BJRw3hk_PZ4AnGmevrH2Y-g+kS*^@^@c zC=T-4F8Xc`LE)Q9&F@@6m~CTCSJnH%BiG7wuE-nW+Cn{oa77sT<{wdCchqwae&09c zgT5VpR^rD3P_k5{p~EQ`n)CxQWjHJs|WocE!k0T z*y4k6|1FztrFw$8Qe0Ed%oTOjt!Az5UNAgXRa2?xkNKa)-^Z>8!g*C1QH%1_q9vO|SAo-zBY{A*{s5f33^=>s=bVKCszVevM-Y8k3E5Bnp5M^4v z!tvr{6g!{1)6y7%*7)&bB5fSM74t0h-bY5A)Z-pmoghf-Zt!&y^M{mJj~UNrZ#Y-> z{NBxWhseFX(aZ0+gWXujD{JBp@w9j46Lw^1-pG3>lo^WQe|!|%V_^{Cnyt9qa0BOe zWh6YQ48_*RtGJJ_Lr_+(p%l83jM?`uD8^m>@R26BipG1vW7cmba?%I0>PN?7V*()l zl5y+FhCoOc6}E^C1fW^r+TFxQzDN_;`}EeJ2jq2Qh5aL3;p4WgjZ#o^-wR}9~~Cd;jO+0+=$9cT)nndP(AE!L3IkmDooyMzj>izahg)*#p5+m^bs zs9zrT_RN1e;Ifvz_|Hp@&=~GA*u3N%@sjSO;&$DJsJNYTcE1dXQ1GnKdSYZp7~Y+Z zda?5op|NAN+!)J(s2A`^AGl>k)OU*i5caVktdA(zx{BHo^ijG`q^Se3f~cj`8n_WX zLPa&DUww#KQCDr=U%^DOzC2fXaVSxkv}gN_ z;YW~^hA7n!{RjtsPgCDp{)Ep}4HMH$e`4@yA^)|TK}6d5d9y;VVB)1noI%#U5Q4nl zbMbd^2w^VhsQ>1C03o&aeD}+9-UQcTj9s*e2Vo7H*nT}Xf^MF-b`wa%U~0~PM-|-& z^RA*=J~xRnIwbTn1ccf{SDFRKQhi{pU^A5s>HlqWOpSf&A=6 zTfzzjLSxfk4a+bsg1jlBK1)jnRF>lv_l@7YsjXb{Blv9znV+Is(=-~k7HtS z=9*B~Qny&h7Y@k2K0!h3gKiVeT`{nCZ*%dw5rvfbYN-!`(O|FM%y(@p7Jl0T<%i9v za27OZKDjFar$;R0&vWXtTj??0?e`PVbLzv>P0|U_;%QiI*hPh7&Ek21iFnlM6)auc zO$EK>n!A5$B9h-Sq!r|n@#UbyfiamB6c2Y?+9*W>DR`>pbp#FP6|!|U=F!lpB5?Vr z0u4VW_S#3gra=C^X7tX#$vFDnr;farhC^<={L7D~Vd=Mms0G0c^p34mxN;^FagtQZ zcY!Q)JflQ5{>sD(c|{$??OB-0d44l5G!x$Y8kF`t%!E_WI&Sl~8Mr19C9Z6liEFDm zyJVJS!%01-cWf>PyW)HJOZe$nd2rBcmcuEX1EFiS#?iq|*KRp+fev|=z)<8eItn*i z-P6p?#oPTPjb7OE1L zKhU|#g2;*|?uEBma9OZxyi&nJ@n{dfU(IJ<4d~xg{1Fh!= zGiEsPJavdWs)L(_O-<81wpuKFEim>__u}XWnoN=z3kM@_E|`C1LjUK-la&@s94|c* z2F7Nl^xBs&Wr?%rd}hDE%XakA>fL5~AbXENGp+Eun7BM(L1GPAMmD)vC>l zv_Upr$=^4z&I z;)36Q;+9HAGheFto(PnKmxwYZNDm+nt&7YN%ywe zBtT)xbUw_Kp7p$Yf*YBE9`y>*=^fgZo z#l~Rm!<$C$pTt6KQT)5uSR9mZ{TAvDj>liU(W8p;}4Q1^2kughN$x z$!|-W2#~zq(@y@4z-*_Sbq`M@s(A)yWjI_cNss!=;}{OPQ%8nnOmD!B6xuCm5CZeN za*-OvK{#WSteCisjB%esCq2iYs2 z`wT>gi*UFI{wp?28-nZg!}h}@5pX4Vh;IonAT)}@JZk=3ASUy6x-*LG33|X#tDOs{ z|8F=hDp6`mXqbm=>?=J=aCN@^AhlKj8dq-U`u@=X`TO+?cV+g2OQv*U^sPKmFB~rN z+DC^N9Odi1wbGo!D|QWEkJ=DqhZ7xR@z)5UQa}5Zo9zhefXYAT7L5t6FZlyG6H)}% z(#IRRUndyd z^CEmg%Sw{(`VzA_txJ|%4kEOBvy+}&3MCG18mWzY2VFdf$W!204VT4fcu^NrQFyc({zlXCf;l$F@ZlZg>hZA+aYe`<* zH;J_LWxQMW+$5HoJpcQgb6#Hf!~B~FGO;2W88rd{1SwEY&uiP9F7S8|8eM$V zHt*dCpN<_tWi)qU)@fOBld2cdTKFM$WW6QNm z*MeL-q0T>a4pjc4cjZa85ITDN1$B=Lfe$9fR#13ig1|m=r?}3I zjDRScdqTI#u+C}bG6^H2b=}|M3xCKc@z`BgFh%cv#dss z1%jlpays?i4IEGF4m5mo6JmV6bC#Ssq)N3NpNWfsq~Y{urF;sc;qSSumjWdjjk!}L z6eQBcAMQ<~pkhy)jxZkujfKV{d@j*wTsydF+m2Xdkf$!HS;a$dK22cR5h@;hk~=&Q zK}GIHORr@VDukZ4=#YZqLDIQ@KVvQqg%y^KB0Us1t2lZlAO?-(G}-kVq98Qa$Zc#v zLE92liK;VHRQz)sJzbOl2|t6mV{?gcNJwIY5J~9D>=+;XlZ5DvHa{JhNzlj~e?U!1 z0%iAq&Fi$2aH`$=mT*}j)_zsLTqcnS-e9f$RaHrFtX;Fe%{&F-OCrDRyibF;aYnmL zWGa@nnP_A))1b1IakS`M8XA-z+)lMfL(6UPB{xG;IdQw|yZD2Kx=p@ncQ}2f&#YC? zrX~e_=O$G~#M4l?FrQaPOUIgr({+seX0g>F;y<`d*~h=f%p5& zJyjWyHyTR!rZdo|Joh`5!#O#^f%c_d49ND5vlmw|khrJeNYDr!<0~&R8qd)2>O)QL zydNFfe3!hM6*+Roty9lbm>5x??T)l!;^lkG^&2~wC|vibe$7iJK8n{azkG!W!_=6% z;tfp5h;=tbL^H54sqAIpUpk^|PM#Rp%m8}2R3G;+u$Ak$twBiHIF-YJ<3U9RBv}Rqhq%pp1{v`1NF>P{F>(FP@x_QNCW6+gKkpr7B2Xve zU*{(#j#$K}G=5-W>TB*g%P@|;2_#3BCKIdK$<)q#CdBUAD)>dRQ2*|k#C{G>|2)3r z_wZdd&dkeR{jk7>_L?v2`s>-?+Hv;1Rtg*a4U@$_mTYWV*%zl>z=9dy^QfI=96Jl}q=Y5G%EK zx5Ef655bIyHh!Bt9E@L9!dt;vuM#&de9MQ8ShE6eOabmJdn9hxSAa9V)i3uZ7GP|@ z%Qy9fe8|OxNQiT|e(B5a$N01IkWs3UO=;usd~Y+V=UK?Ldr*|Rj0KO39mlRXve32Z z18>M-j{YgmPPHCvbV*iRzEjMGx=z&qrG^aw_b2*B{%lyh%{8lFv9Pqm;LrFpCtng= z%9XY<(aK1%I%mwlagl%L+Aq>^_0wLJnQ=NYmN{BZnKQr~xu47qX27PmQ|wDQhtp4Y z-uL0;^YzE?j_u>*FKPC6*#Mc26SSjU9iMYxJ?%<%xsi>E|DKV?zGtGyQhDtQ-fVbf zscu;-mxI6S=hN+Fb1*2&C~9%df!@wNrPrl%aHeLNM!RY@@}z0ZV}CPYGMZNL?OO(x z7Vdf#qm&M{jn{u&{gsNlTIpXrFQ>zB&86EL2Gj9I#z3iOAstem{B1%S)A4stsbJ%1 z8n~NDk}mgC@$akrlzSr$IVNZH=YAw(P}unB9d;6){dsp-e<%_E47g8jUXhH*;m8|5 zMv_sRF1kHbi8J4(q&g|8rC???gIedDjD71<);I1-#<_3HKje!g;loDRYC-NqhR4iQm zC3Y?^0e>FreTk$c;W#BYJ7g#c^>*{(EZ1#OLcicDNIa$?eE8!ks6Ba(dK$B&zc zHuLrrE{cSW`EMQ4sVGb?K4`z{7=^x#CU$RbMB!90PwXYP2#kGM5cqX594*%Eiu@;U z;3_@$m~kl?ODmXj0xSLDq4oW->Qgd`pS9`L&4r?5ZRw^Bi8qkAJWKiZjxdzO|9YWP zaRaSl3Waq!AyD|j<3G477!}E0y)j$-@Tqy>N3VoCRy1Wd1%{Gv@R0qEHDMl@uiM*3 ztMG#JnIOm465e=zMZK)2fwOP%u>ANF66l9p-UeISfn0uK_?eD5xVW=)towywefPtO zGz&w5tG>Ya`t{dG1`ErI%_j{}Kd~xUCd3qUucL3yKQIM3{3z>0m?FqOpZ#hRG9pO& zPuuI1FB2MX|FQ1&I}?+RXD`~va`<}Fw$UpVjzm4aEFYD>HUu>Cy?({anWMg0&aFq=2BbK?-_|pBpbwAy)$_AM#nE%G^B>tj zTH;4Xs z!Q-^*(6(Gp925@K6uayWxmyfrs_QivZoBKWwZIOPT`%4^P~33$!R`;yOMReF9JBNP z_xQzqafTsY{Z_%vxx*E5QM+S?sZ zPJ9W6R%_>rZiSnWjFwd!a*Re4*C?;r>NwO=Z}zR@%+EL8tDgKkLdAOBw^K2kx%#2A z3U7Zv0>(Vnx^M2tUAGLh z{Yxrr*`9%D6ZtPDoPE)qU-}2)vJqKC;}%{+$99*#qkUO)yfx$3%v{ERveHbt*$xJ1 zuU{3#@-i@P`Z{$*CLNR~e2;$!(lO#Veki3Z7h4_J8haP%I8uJbh$7E~JAaPuu0|#l z*N(N8E3&ZB)Te8~oP}JHm~g#=n>f-ewjmxc_Xwpw2{e z&t-jTI0NP810S!<(eY@>fQe-(1Co==mewC;;(kuD|HNu01V4{za}9Cq>YjM{=Q5}7 zR{5+JPNXBJPxY^GLoPJ*pRW|I%0^;yb6|IO7EU)xHA_x&`l`jNEo?P9lqw!Ilo!$A zWb#Ad6b}Rc0{{U3{}h*LI27I&$7Kl-l}HQOlO)ReBga-zNXWit%{~~ij4^h`HkcX1 zFc^i(URk?TByB1pS`b;1Efp#K{a>BuIq&X0_nyz^>-i_gFn5LlG|%1PrR@w*wy|S> zc!>d5=#|IbxRgL%T&rQBKna*M4Xe(kFhJZPcoP#_3Y4rS-PplWaA>8!of|8KUk_Ks z8!AiT3PJMEZ~Ib^$Q7j4vz9{Zha3u5Dg(^LGBJ`D8Nljwg6nQ!DI~5Ca1?qO1oU_E z8lEl(i`CQnrnSq#IV~))U|%^D1j-FpN|k|VvuCxkRw>-*R~gLtj{##+D@ug?VyL*{ zuxu^IfWg@6;d9*#s7#)n*;UK{S+ljgEF1$K%yU0*(qh2A)nB!BJS9Lb(fxB_oes~L zrqpehieNDdKIPq|!BXtcPM&i`Pym@N^Iz%k@_Nho$3w-yVJXdB+@h9v#7U{6V z+EZS8r3hY4uMJKI7s7f|iRK+v8ti%3ccj#W3TKZyDnAvZ!ankiwRWyNAWu)skE-Rv8Air+1xqqmy*98su$T|UUHPR+LS$GExw!HlGarUjx|>A` z^PmH}?cB$|B=BQi4|#So2h?jsyw-BEU^GHEUF}U4oHE*5yrh%^N!9Z@>()6C^V!_L zEiMOC-WW~`zR8A~y7AFN9a-Sj{cg4KOa>G+bh>HYOohOz$g^CW=$d4xS~rNAtxkf3AJZ?s5fVTl8b38}Lja$> zRd;)j<6&BmJ~H$r65JxPEc9oufoXM7FvAHCL~}7dj0gcD7d7g{5dlbztG~zfx9alX zq=^U~6wRGBy!XU_;=8*o>W$&>v5(#Eh7|^wAN3B8w|l{^-SfktKCU3tHLKi83WA~@ z=cb3-Lcu&LZu7|gP%vA5SthO!3SzR-tI4{dVCpY(V&Y#AL>%pNSHby0GhNQ(U7iat zx_#!CXcr;Kx*7YB_X_NIkSKjZBMAI#4vS+vf}xLXWrPnK47bFrY;Pt7gZxDA;jUCa z(3(EjI;!mr{SQ~3@CZ8tp6|VSUE~D_x{qZ&^2`dj?Ax9)*RF!O10h=XcQE`mNm^yqsrMQ12Yed;IBS{@^dE5BduqZ4I$8JeN#-AgPJhn$ zyhK~DdBXe3RP`z-#?MPRwfaGj*Q(bGMSo!Tb%4dIOh8jFj^K;%QWi}UtZ?K#j6SYT*0|~L3IS$CC zT0pD8+8wFGg2q3BFOm}Fi;LR~MtdJ(AD(6lM*~vfjTtM^i2C2IBzXu!5mD0FA2>r$ z-D-{1Zig_W6UVo?${L1d?oQ-#Uce%=TceL(Xh$G<3B~e^9e9-2)TK4h9gn2il+>NI z5)ljO%mU940WtL@Ca0wdNWEa;$Y?GBbx!|Y>PsP@XLCQE1?)&biX&3-30#TDrJ99( zB`pcLV}It$?@2*^2BC$wDaok+bCcE{A^`5_@&{OzT28((xyzY?p4@LM~ z`qPb9p=c?MM&3LdhGdV|Er^X_5ku*qg=s|u!Y5Lwq~<8p8(bK-`v?wo2CoQGD??FT z>J;yEst;lmUQf}DazbN$Nt6Z&BgC>kfWC+BLptJTc~V4F5#yMfo&@b2(h&+bDn4U_ zX2=^%mL0CBx0z1S`QwN1e0_0*-&=Fo|J|=|$qeBIF|UbsVxTCh=OjLO9)b?9qzQ0Z zfs6U?g8or!2%2nGTD@ifEKgoBvQzj`=hx!*J5!C(pEo`qR&P2YEq6i1*eFXRaopWl zgUuXd9NCjT@%lh?$oK=H&lr$8da;|$5epWxzQHPQu`sc1HO(~w3)k2_`8yvCgS=C5 zta1&(Age6xS@$sj$edG)Hmd=ktsYX=V2_1lUNvgKnHZSrI9To_xm__No!j8PlfRjz zfHM*9uxuD@W@f?byhX3@OF8gf;-rYC1_`*ry9RUPNTAa6Elj1G1it(32^IvCz)*Pb z*$HtH9Bq^J_1DP(7k|HnS$PtiDN)xjV&p;D>ugEBQbd;4#!IrhvhqDwjDne-U?-1ZoN-|b8VcrzP=>`G>0~EZ|(b3tG2tQR{0>hEA|569tC#u zZz5Nf0+`u%G@09*2Eq@YXM0>Mgw;~vU%bVIpnja*O}8k7Dy2V3vO5aFo%#X^AECiT zam(HZzo-zH#&>>mi(h*~l+K8n7QodWm8uVtgm0OK~*h^dC>5%Yw!NiJWwP58o0KX4E*N)T#g=O zXg<}{RC|XEi|Qt}miNeT-sPOgHYYOBOl9|V$dTdOspG`4rhMS|wBe{h%LBfTTJPt# z_;>CuHuwD!1%#!qO&zBez~N4ASwbEST#P%M6E|sapv!iAql5;E0=>&GV`!kQ8shS6 zCk<{}JB_4R7eKvuy5h4XDwM?W9o5|8wn$^tthsa%;DqB_eZA;lK{)j&qm2%>zbT~c z7&>^${97H@F9IQR?C*5BLKxFlX<`jIVg} zTM8NOzR)>+zKH^}L$-tma}e zGqPjbmI1b2MKc7>ObA_d)d=p+fbUincgOpPVEd4@IomcBm=aB*jxC9xsuc0_?3XyG z+MGL~@g*AWGu{m=W`%;^=7M_%_8R;?aM}2#1`aHi%bp}p;(^hVWTI3_fQj^#k+nggMX-}tOTj2G z^n=+WrU^V|7#KA)5<$bk;8QqliFXbHm!Vxk+JF7w(BzJ9#i4FMjU(ty`yB=*tbDxp#25W}&Sj|B<%-7kJ?V7cYl(VaG{$GLnIkTVV1nfv8`N)K zaBU3ik+HzzJ@)P%Xe|Dl_der5WW(Nb%d9#K`3+*mIrAdXvk%SsT`{r9^3$eB%4jq) z-sq6MEq@Ie7O3fQJc&SS9Zr=eQm&!-Utv`kd^BSDQ!e+>1dmi7N^(rQ5>Tf95=(Pr z0tzZB_%xoMgoK*}=7j50kXTf=@#aP%YL}oua2o;51$fBq&%h()59D&oX&hpZ)J^Z* zi$;GI6L7gr(P&q?K1t>S4n2xWzt8eL7HQwFyEaLUL$uRlvKMLyTO6{Sc#wie>d|6Z ziPT6G;ri3*s2&yxW4@0bp9)4?8H!0xPJt+tM_}y47YuUw5Hn-CAB&WU>yqZm5vbDH zI-oB+8gY65GxlZ1qDhN2`OB;kD0(@p>K8QxafOu(clcnCeAB5SLmdp#xynLb=Lta( zHiQYU|8q02>4XqH27O#Rb$m67fNJX8r+dc}5#!vL;#a>EWIp2FCNhwSu(RF$?Jn^s zX>HJc)nf#fMRKjjtDQ9?zlq|2Q&q@yxj$gP`-4Bu=9RlZ0? zib8Tl4wI<}-|km4z@CmKxm!$iTGEjsOL(J28W8|YK(oK?>MUb-PEJGA)3>vqHg26` z!(3xIn}8xLtnhoT<56#oSIOX~XjJ*5Dd)s=6k6it6pgTtMtGC_RF2a)w8rKu`hpOP zgx`Ih&Y{O4mer>wXG`MHn$8=kzt&O6TU5RnR~v>p<4M&|{=*=#Oa6Df9tWaIzvGd~ zPl6F+cwtjAGYGvu;rN5UG<3@&U1g^0!;#MAg62anBhjw0I0c)DXr!EnTYuz)MU_*+ z7~eZV$mMY@PI$%_jS0@OX}$zWV<`c`!Qj4*wP(&%f=}NV!aUc z5;Kq_<%483odX=3Y*6PH4bBKWk>B|H|1g#de=@zG5@Ec$=>GHwzF-%4EUUnvmaFwR_L z{23nb;c_`I)3Ah zzWDPeGJ$w%eJ$BO2lRwQ)5(D(cvLfVJ`R@)bpyG_$vS!Pl8^Mt(LWD*6+bQP=gb3{ zTJjzIaxUDBxU-gTk_%GGfh(c;xe(H?!TeT}4_CSDGUXHbU&XiEW()#qhiOW>T&Hk5SJy-zQqg)Bji-izhwIka{nhxZd#T5?6 zVlYtm58CNk3@=OaJ$ate!Lg|OzP$<^w6?QH7;+ZD_rP%Oy!SL{m=EwQ7cGEi#es{D z1!)kMmTQ~5#kixw3`&UcJW zW|6`9xZ!K+k$hlHNp}0zoC`6-zs&Vj^C9kVBztco8Q!R|gg4MAU^gFL_Zmlq9|}Lm zT05z5UoFZ^fbn zig{UY2K+SpoKT_5fUZLA;>-CZa8+bod4sDM+%m9p<;q3idbA+GyMqRe`+hw2ds7H{ z`b_2Osv@{5*u9ifQUn?1>_JWCMNpS7UMIA-2!`|@y?0ok!Olf48I#xoFhM(n>h@5< z`pw@y0v8zul$S1cy~>A}PTB585ekSXb(9xJQXnDS;}1TG0*T8am9?v6P}sebWuG7! z7TTmF^Gx!ff@JVgJCy`v-^f*r;FiZTL;KG*WWoVkLd!`;HpEC#qPsOo@Hm=)3#}nR zdxGJ_?Q86`o_KTiiq7e0}%fx4mH?J-ZY|p@qO2oUAgs7y!32DPb((9v~xP zcT>5~5?FqX`TqSPfMgwbI55@b=u6;|W4enTEGRu;RTp%Cpflc=vpzV$_y?TTd#@{? z_x9Y;Kc$PDfOdaHVkUFB3d&&Z@SVZJFaNvUp z1_kZeaqQ2kC%V?^@W<@D8!Fof-N1BOp`KC+OfAL=c|ZId@#2OZI`*Iyc`RH(McAkl zmXG{UAW#0Dv6&Dwc3jixRZ1j^U5i;#%!@+SH*dQ%G=?CY=1?hdj~@z6i#+NyL;4>*CMvF?2lVTb2hMq;K74ydoQya682cS7L-0dg-k50; zF&N=Cma7$3!%&Fd{lD_t!jZ=SdGw)OFj8G>@Rct1K_??^`oBi|Ai^uUTD`pwl2bKl zO^@(JF^{?R8##l~i>GcBqrfmE@P5E$YAF)2eN<$r_r;bJSJW?~j~jXIfocY>j{mC)Kv`X^KcB`0Bjq|K##AZ-`HqTwqK||j zcMXNq{dauOrn*F0PNxH!;D2}ZAfFAIPYp_W-e`a-MUzXa?M#rW_V2$*tPZHGAWdjT zwL9Wr3#zWp^hZf)-e$fVLFh8qi6x#LRVq*WYE@+Xg^KBnmK~Kn9 z`=4#r;MZmOq{3An7#~Lx75n6o@}Nbqw!>vKky$|h^~eK>R_#6naLChG$DetLNe&xhWZmjfAEYDG`x({Ql8hFEfzx zFG3PFIUQA|j(ID@ry=(Pn)AflsYq*z{MDU34KXfWBg#jmqg{b4+HP?f=n%2wu@GlA zn#5(4-!#rade>g{51Ek=iE}5`ZOcDHhpXgOw`ZaRV|wQAj5NfxlRI%Ms369M)aJ42 zB&3+Edfw?!B3kMV6j1U=LEYj$k4E0ls!R>9L?f59ADE>6SX3!)EmbOrN5yy7g*Af+h)eu+ zQTs_8l07Ezx`!TyvKO5iLT>t@v4>1-eUA&;)gHH?|HK;MLtA-NNft=4#Jzlp=7`jB zLKgbz?x=b5(ot2rK$NnJD1jw;A$*yv;>AKuv?R+?!ER;&du0^rgul50dkF`z#>E4o z)nlhVK6Qo4l)I0k$@bt9R{O7#XozHoRxV?W&m*p~Gk@p243Im^$1wjMYnYSQua|y* z6?F1wXR;_k;IvjY$DG0d)v+7CNnk*6Oo`#s=m+nKr!RW3dIHg5rzftQoWO&@)Yup4MLhgAJV^eu77JQtJ?73< zI4~@rFXy;j1F4$KuGHBWXo@9A*!@X8 z8HNj=pHJVD1P1~ehuu&-WUKJqE78TnPC4g{n_+Qq{lP}bN^cVMa9p@NBcBSbg2xAJ z*3$qJ*e>Ujmk!>u^Yt0I=};}JPSJmq3U0nK*njvG;5t_Nu<%bJL?3GDcG$}Qisvh+ z2G_UzlTM5k49fytZnjzc@fHKQkxuB7louGP#1V!DgJ6aBqKu3#3 zTEsR7R69$8{4QlfUw8UYM+FJCpgTg&eY;2h_1HH+c`IA*x?l6}4a9-VrB!p?vW zU(^^~UzsJKM{Auv;LL#bU90=%A21-*3ktsvF`%u$h(EHI0Xn8Jj}H4YKwe|FpJzr1 z^t3IEH$e$}3Kg3Cbh;E?k3U@+(=CIW>KB@{UzY*DR`a!L?{dKK$gc}KmxJWYn+xMM z<&YYm-S1yl22T$V1E)@w!MID;gWS8Na7aE{t7)JNfEAkNF~^W-Q8oKmK^$|WYuaep5e zxljSG#pJSF!zAfl?^u$o)}**%wEpvDS#h7s!!y;}k5d+VcV9u*+OBXqO)0TU#< z!$#gcFNeiC*)>nLaxfJuCRe(ZZTY_fB|Whm+C3uJzgsck)9&bG>3Al{qRao1hnYb7 zXsdhAi3x6=3oWRv92V@|PAl#&hZ@fyS)uSU82WMlirio+Shz-K;8)AQcDMBYT1_Uj zsAuVCyko-m51MR!ffbN(P@2~cR{_qEa`ZCG3TW=;{!uGj0iWJVuX;UZ!lbaawu=fA zmRbF@9oQqlN?{yt+{je-s>bee>qNyN9zE@@_`U|SV1qo4cfZuQwadARo^RYId>uY$|F8^BgQsrqKy4M-?RE?ZQo1dEAU z!Jm3n@VoU=7%!8#+diC(R#I65mq5_*P zw~FCQGhn05ia_x)&*DpC8r(S37BI4v57nMMI%2#;heJj&f5+vD!7||Pw46{e*e{mH zNAc64iR1M|2u~4sgt~gvc+f!Yw#xVI&nci-cJSWPR(^PDam31qKOc_*6$N?l}r8^Xmd7If}HU6{c+lm>>A?JCbgQouZ=MsU?K1B8T6=Nk2A zL#C0^8dV|(5>4XUeuU;gxtUhmXSp0;e>%Z_#~>SYQvUvWVVeb$Bj2ZYW@W$w#T9*l ztTd1ivhsRSk^vk&cM~dXv*CXL009603|Dzr%v}^t%O`2kib_(7NKz8Qn^d%Dp%S8n zHqu5CN&CLfv~M%b(oB01srZE=(xS4YC~ZPWMN#t2U-!AsbI-Zwp7Y-Go_9a7#a!V} zGM?5J9tm4aM#TJ*(~U04=v;G-{N5!Ii6gAer%U4Dro!!YgC_>O{6lQLJyBQ)NV_pC z9S^6C-!ko6k|6mn?W#$5GFm1-n)*g3BV3?eD05#jR@{|ejF3vijw=6KcTD4P|8-EW zky#963kBEKO+>;f*YhF!SscV$HAa(87k_+9Va()k?;8&Au7TC8xW9yww+eJm96nNAV)?}O0eR{qXK_bODy zqE{@tcnQ(f84WQt*P!e{l$qZM!C9dk!KS1T6h2W@pV}1)vf!t&Kf%EuXJ6yq;1r0B zat+S{oBa{IQ9ottyblg-)*@FryTL8j@Oa6B6)1(uK?|`LAa6b_&OPe~S+(8a=Y=jK zT%j-SzoY(GFs!wF;pUH-$q0Fg$%|lFdyPCMdtzhQJ+0_zCv*n62t~RdM&r`;k-l2S zguH2UqvHHgSi~Irx<2O|bkn)iOQbI#_td;&)+S#xUi@=coAAOUZ<8jE>UmgwT0Ct& z=7>hKjiPn;0E^Fy0o(>=1b;WP%}DqRq1#0b=)87-sQk!uU-$e71`|#9tz2%4Mz#32 zzr#+!JMLD!%KULm`iVa;TilOB5vinVQENi~*7VZHxh_QR6)TfzMPK5Av($;{TLFaj z9cx0G_aeb>=CeJ-$b)d&(td{Th!=5X(~)P}ay*D5$+sIcX1$5zNo5)F8<&Z;Zu~uQ z<|=WXxip=i1`}f^kF-@E3nOOBrOsTr8bS!>)-*;B1riU1x77>IUm+HMZ6LD``V-ux z&$3Q*`x9=p0V=d7*9cwP_YZ`GLI{_!GybcOhZApB?0vh>G>VvPeC)}(aeRJO)P1tzlFP){v5rJy$ zav!o2h{@$OJVy(X2~7u+$y?dU#HRH}V>Bk?i5}C{iDA02#7L#}+xKgtiP+ss)>KoX zh{!u4)n_!L2!os7q$Y&;i$bEWRu-NoE zA^dVvf@^;;@mO%)JqV%P!L}k`h>Fqqe#6~YUK`NIAVIi(9YRTh7R34O0 z9Q$cSWJYbh=%i#z?0mJa`RE}BBDs8Q&*(EJVwIFlRGyFKG=2jVRsU|cQKB24<%x%SwZ?jMj}|5 zz88O|#Y2heWv=)q9y5)*zy3Ix0`BF^AaYA8`gc-08VgA{sPbn2pY3G)l(cQ^+(w39 zBiA~IOcLZu&ZPL>O2q-Hj__ne3Rap452oBsMaKh!>gUhNC=>1wFZq`S3D)QFn_20& z(___TteFA7H2GHooc$StJ=SvzX@J<%!yck(SY&uK+pi5|}6x}q8S;*a%Rm#M; zZ`f|Tuq^ad_?#Px&xZK-+SDsaIcQN;t&N+^L8-z0Pdh7fpu;0|U92M;R_mN4r*>qc zv*<(85LXuDPqfSz)#rexYGq>ijePh~XxyGx3Xs|JAZa3jf=!DD)=#uhU>LyX(?+78 zenP%={aFfFzaBfvic-Kk5c%l*NIt|BtUXj$P>>S%+0{mwii;*@O;eAlXzyxSQ#VP) zLj6|m)+s9T3Pw^-F{tqW*IXlLONE=gZ*xgK1@8AQ%G_Q{f$U2?sycrGsy_c~e3?ao z(15$E${Q*qSC)Rbz*UG9dR@DN3JT%b(zjsqtq|V>f@7v~3lTmv{8s*AAx?;{UZG&b z*(dNF&+VYXTJL#zmJJm{17A))Jy3{i5`0d*p)_RjXGIQ~(BaFw&Az#rjw?IWGU~t6 zv0F9bxb0IqDujxc6da-BA2s#G=6)Jxbj+u|OVUs-yjRA+q7X@D#}2ONE<|;gm(0KY zG|VYPTN|CAqn68NPxfy*q?Ja`+GaA~yWKuA=Nlo+_u-6t&Wwcr7SHYfKBEW>!{H>9`awg#Qc>8!I6AwSff1>m;@wZLvtw;?M z=l{vve<#62$==s2Wj_Y`+ZVM*U((UhR=TZqjE0Dldo-Q684$Vm+V9j_ChVRWu9eH- z_{eaxj5Z?{DuJ~m)C6FT^zfy^4_i4blj;6X(i3m zp!ZbjtIA3S93*aE-n5;Gg{OfXixo_e$8`-pzGdQ~-||bE@+FFClGtpeqehc@fs6!a``yPIry+6(TO!;U52N zA@+adv6lEm!-WHZS;pdY=ngKueq%2ksS!b>Yb)u{S5_JFpweKRaK=61C=G9T?jHAc zDTMm)wm`aWAu=3y7_JT%)yQT+)cJ*cfei~%J~apLxU=EUZ^7#9 zE5?A=;EN)@5;$)chuz&0)PL&KQJyV<;|50Z`;R3!TCZQ!98-eFXJ$T5bIwU*t}s}v zD8{aQl{-uOO7N+0>xXduGVtQ7N4QoQ9Kw|6$O&awWA*dyhv8DREnU#L=UfWD^2Pl# zsU>*e=FlAGQH+|ZY0I-R#rRR1)?9F?1k%n4&eNu)@Zl@(&9E%R*cHv*ESpl~f7#O9 z#JT6;xyQ^`J4&FjGqy8lZ!tD%Jl||&z=lNBW#bo$EO;e+G@<=rA#CR4I$6tNNEK}v zZ7eQ^|9jqR`EQG%UwKbB@^&$P9d~-3FHwx#GK+{E@@$+u-b48j!op6kW3Nu66ybB0 z>cU}8eeT=;sB+@`Gcn(s5Wkut{F(kGpTCj?*R>AeX@M;Ky6qpdQi6pGem5noqKZKJ z>!(Y3&BWfD?#(Iv9DKGK&WASAVU`)H$9hRa?U zBh&^52FkY1HOH-BVCzLggEnJ26my*BtL>b%|=~swlQeUvyk&2r2?e=<{zUON; z(6J+{5UpLWkJj`R!ca(aOVg7=2}S5EWLA}5q8#!HkXB#`mhcz?M#qPDqeHi zng!g93s?8g#`UT$1#6`o*jAKWJ(rh_j8XHYY{_giezeoFW@I8#VX4tWPbrU z!9LFXlO@xlR!+iYt@})w_EdDAO4S*)NkLByQ9bk^399po{Q2t1XrF&SNTjA>=+${~ z6LB&~stwPURFaV$X5(MUm4=ASn{z4hWYC|rtxfxx3JHnz+SA)p;C5|?Y4^88>^>^u zdABQGT0jE{M zgz{G<;a8m6)koDyNZDs{c^Rip@4sw&^87>sE?+w@XOkX>KaxL>ckYgX!GyHgOZ!*| z_ghL|r6hr;#s7!SyA+sp3>y9P;p8*R@Ts~L38|9H-aGJ9GLjG;|M-cbW-5lY`B~P17jM>oqhJ}1Gy35E$Jjci| zd}vMDw3&n7aubzxT&ZB>_6>}_Oh(xiY3}LGiHKh<6>8#_0)>n5C%RvgpchcpE_R8G z_W}B~5i8Pgr({;HSRxHUv)UJ($4O|UE>|ny#Ob&{A}(Ad6+5-e`S-ddL;kB+;KSl1 z?EERDRS}$uZT;{~biz#3Zxr%TrkRg6~K3(#A8U_T+Me2|ahXX0LwfgB8 zuOid;apw6l-O=tPy=1r<>R;$uM*{P^WcQ^@DQMt7wuB^{1lzSjhYqTyp#NHjqrG7& z96K*pGngs(Jo1n^XqSR&l?LU+h-6$HxGgNePC#gL!=m4{I7~O|iW!ljAn}K9;GJ$b z=9pP|$_Jv5c(z2Oa(^sbN`!~iw#HyjPUea0dNFvnefs=RMijCSx+e)Vg@cG6`5E*i z7_68OP4$ETtY0wk6~5sE)h(-zpPagkVJihMgKgKKBRXxdU-mjCxw~4%d#~fc-D|$C z#({V|9{t}V)ywekPn}W}^hS7=%zfT?N9blRYcc*J1-Hljc1ANth&L^jAx0ODfUD88 zCjN&L&aT|@-w~J7@V@$*zqH>T@k_M)yxeTTbu)GY*C7ESxO=(zPhV@oTSeafjH^2_ zF%H_B~8pk#d$`nTB@=zH}z+tgHD*-Dip9qE_2yj^~Ko2bIpp zEBF%a`NyK2_XH5t2a7I$(7HibRqxRDDGejWw)9)dl?M}*JAS?V>vWCa?e>`STD(TE zsw>3?Ujz}JDl0tPOoNG7^(Va~r!Zob{}G`Mw+Nza7$4OTsES2vbMohiYGh6r)M(EaEF*Fa0Ak2&ud4#2-2sd7z z9l|;>#74gDTUMWrBj(%%b?YM&h{szrbtzpj1jQ^mDC%z*;gE5$E6p>6h#rnHcN+>K zWUIN0{%{2nhg!Bin>ZCnOvr9(dD0t1xLopkCnp(9G%abne)(w#(GdRG_?ygiVlnv5 z;pWqqh;dVj!b)XdqSki!OI4c}(YgFw>14SVk-mLmhP3$-q3?pF<$+g-9>t%T^Unea z5exMwgScQK{fJr3SK}*$E??~QPo@ts*O=nuo#sJIUYI(jaNrzKDi@QHd%}a*dEcz% zkf#s9lwV%5Kl>uF{>s{9YSEeyH#5%dlO9 z{Gm%1cW%)_aJ|+0s)Bu>Txk}x-@P5d(oKz#I(vvpE_L3KZ%2ti;oEhM!e#e{fu=$N%egBjS(MTwoPIYDapuPHS~7UzKmEKcLdJ(W z9ml_CNpPBF$%}ZTLd}@+`=VD0xJqu785wZ+yHasUxNHV`Zf*Eb^(Yhb{F``IcV}Tq zfQ#FClWYtY{1eQt8H zAmF@oUwvE_E+rfg*xHnh-UlmPuW9Dt@3|NI13dF_Zpwu4Grr@{E`TK`=QlOv89a_G-0NTX7D&Osf4>JTH&GCf@}o=YFa-~?)u&YFsIYsgeM<9gA$V8)tk`Wu!}rHY z;d22rRCdVleQe?A#CLzYNJnTmskg$#;9VgknnZ5jUR{XC!7Jp}rxqe)!z{IqqeD~j zzFU6(L&Jj~Yu+5>=!-13ugC0P({QgS=b>mU4K3FK-zY!k=-}bKDGx0RkrENY_bHJI z*^QPIJvENM28CsZ^=asFIXfq;Nrz1PQQC@7I%2=21vGTf@jm=`%O*MmHkEMVA01azWbfrvk>3AW%)xukj2|KmQddn&%W?f<&$Oc7d zQmg9Q>Qn@Km*rKN$BM9ewPUWGQW1VVq=|of#>DRjB8p-hox8KPSKz-12IPPC>75T| zV&2zP?eJ0-@(+{UJioGVdOhEUpfENj8Oas3Q*8YDS{33gR*X&WbVN(V%WKGCtbYLA!PEe5nVU$`Q%lnMR4Uu9X#m}tCU|EH~<0fnbodE*xt5dPrl zBG^gC4z*7KKZj`eOs}(#PNTtg`n!_hD?0KI-7NQRVPJ53&z&e~Cft{~9o5z6_)FHi z=VQQx5PexKlfeLAslc}GEewp`(fit)K*!vfW?yjDFGtl?uRdqsi|9iW>ro~QEkmf( z$RY@EQ3tPZv0$uO-Q&N6g@anBr9V~`L4D1OnkmsDgca`)vNdLc98uTo&w1bRuBcvT!oIKZhB`f>fdp>uNL$#f7Rw7iZP$)$x8V%)<7$;~K#Y z9Q;!QjEq(lVJ0PZ{%}GOc=+_Fzgk(aR~U=)=HQq?vno@tE{4~Xfb|Q%VkoUV+vt;C zj31vj9$W2Pj1KEz;=>0vEWS~hkx^`jlt=&C*U7>A&(q28g-cLS+d8#>p#-B^Z*r3L zOYtK5e(krKQncUC=73I)Z4Xwy%FUPl+Z~Q8pE1)$a-~at(1&T6N9=v!~0kKimVJXiFTp5#% z$Pll>@ z`sc4JF}F|NRwAnsZL%P24Jr}(ll8BAxB^2x-2uZKzi)UfChzXAK)NA-|T^SCgm3o}1C`G@9 z0fn`;6l%M)=u1?~z@@hGp`B1UC{Hb%V`R%QBlWl3gsU8%7IFv7lgdDDJWJ1> zKMnsarOqlGNwf2#7x?EX-95liv$Qj;1A$Fx@*U^RomrgO0`9CY-!K zH2RzWw*;!2+e5w$VMr=?EG$d-jQME1<)j)afIu$ACuZl)5+P-zEsm zj2Cz_Fcvf(C$OG@7@ga7qS18p^mKQh&7(n8;j;a!w}rTAe-Dpp3c+{Mt5KFtL*fTj z(Y^X~^l6)jg{IN*na6Wub_N|h75l$L8q;C3S4TC!oCYh^`4cMQG>)!m+c9HNi1aT@ zSz|4Qu(D|J=1r#INsW-Pz%n|hVdVOH4v+P}+`7+X1s#$n((9B|IQ*I_VZ}q@@Tf(D z)o3LZPC;7DC)ZMuGX5|)`Uw?>Z1;?8S1d%G)L_%oZG{l#3Kf}{qC)yi|3QBjDjKr& z#G~UW@MygG?ss(o!g8Jpt*g$%%G7wr!>jTE2Xn^j#R3SQWAD(}MuA+2+bDL<T>2qtU?T4SPVOu&VA`x-E@X!gVPJx?Ykqg&<{X48=@wEnk6M;dPSyH6JKrsLqA zLAjU5GhiCcL0+8Bz+|r2Bmb`%AX5rUtsFDZDENe*bTl0a2I}V*M^kZxt;l(;X9}EO z&k7%ENxq zY65BN7u!^Lh>L~FJWfHZl@qmTAsO%2ItME9Cqpr}k?(^+B1Ufdb3S~V2*K{N@@&Ua zVA#^}>jYaGHgbdr?~qLg{{?!(>-tBqXAFg-rBIcO>oJ0y156|<+HrnMp2K0XzCEA>w`<)p$l(__7~ zeJXVIW3{(3Q&5!{R9UN(j4eA?9+?nM#CFpY&{T^(ylRSp?4i6)%+v7WBqP>d zgbFUN7Qt`#$w(F*lI{f+{Z@{Sj62cbuNo8bxF3yx$pg=Pf6<|$*7IThO*HgVb-&G2 zMB#qV5yvxrktmb59?Q8-25qlM?4#GgNRwH!bsJ|08fQ-iSbZboUaE!p+RGG-j6Iq9 zTup(}gM*F<2PlZR9j+_L8;;M^k9*(I0?}vcS~a!ggYCaOh2Ladz-%5r*KBx38y13WvkHg7N;BOgJ)D zOvm{Og~4#&>q8qJ1R?BkZ+WPhKb(6T#tNpq5Va#o=hplM2vIckk6*n6GqyEsWiolKPYB5_18Lo%v8L#3(;8pA-FlG@1)vonbOQk+& z?s4$1nlo5NwW`oZdlyU7SzFg!8VL`F~NsG^=uIJWQX>0k3B7@6tpM}4C& zLBUBxEB&_@RGdP2ev7$6P3*^;MF(H3`>mss{3igbDCt6?r-NbjAg{mRVlebR^__aH z6$qnLyETk4UsSi9edpri39f+RQ)Uwm;F1f8I+1xCZl^yws(!WuMUMAbO`9iVn|Ms3 zxqZOw^0%GW@P)*y)XUwnKA9Zk9xw!_Sb&J?f~emvb&a$8xD(Fw|u==3hou& z&KTVjft6R~t`@TDb-iQ0UiWP{HpxoA6>SJb;m*5bH`iRkg?_D7&h8~A;XoTyHzj*tC=p7zSk~+ z-M+sjUCRgTLTg*3>M!C#T%z&n3R@%rJDgqVt(7xv zjQR#r_P77+v2rZu%b2haTn-pH)EN09eqNh>L+d3Z>^hmAJs*J8N6WwJzq*926){7+ zzN~sDA6~K;afQrB@9WZ%Rj#xri>I!>&K29nk8P9ohcK9FvysJ#8daq5t)& z?buEm=$>pMKlfm9nyxVUB-ab`H)Xz#&iO!V>x}gP!RptJrlP^?toKzb8vjdkMv7dG z1Y@-=y7T}2wd24nIV@?>TjJwj;`@+HYZ)E4?rZ6P<>^s!v77XdbU*4Vn z=MVdvN|ovUUeG}#&ENm)ng(UFLT>=e`5KZA!LOQ9VCN!U7$AT zWH=_98rZ_tgy2o9{hD951F-F`S@;G;|rJ7 z#jYBBUQiM%6uJ~*1RUE%L;Z)}ZOL%qMz3paeTHN$AG$R|YOdr^&((3f4{2;#aM%O@#4@9!3s_(VAgMS~P!?nc`o}%8G-rlF7 z{%`*0G)0P-oR2;|5GH$9<%$u zUF9ZP=aIdsMhfH)uRaMqIsj|F&}QoqS;9JvxwyWXH{oEOBWjh;-QwDPftWJ3 zFg#=9MQoT~Rn>Fajxd_kKBah4hagRy*rH>!88Qy*?vtOh`u$DXpGiG4JmVZwR(NlM z`E6gL!xl|IIwCZppsa|2eNvB@*4hM#)A)sNcoe+QAW1=h8 z1#TLqG~-GaczWqFzNI>0`XR$hTf+jRkrJzAGeA9k>Zmx67BTO8P)?yi9re=NM@YSP zSjZo2T9JAI3(jZKldpMVyRV%osnrwKOB6em0~fL3(f*$4i}omMy!+*sy&1?Yl8v1s z{HQ(hTj$P!qbS>^FthE13;4bcJTO%EM&aawt46*bQm;$Lcz5{YYss#(UzL6sSbtFd zJhpt(6bGz7oQt}AC41)(a;b5+5NA9lDNXN#=~!LeN7 zV%illY>yapD3p@XV9xxf@`!@VsWP@)l4R_m)o$=u2u4n;yk=amKXS@xgUe$c2r~=) zTvzRiH4X>Vr|CY}%6K#Jdv^eKB>Ig`I0m9x^{1c&%RkFnj`s%zT|)2u&M=*Co{)+a zFz_~TLBI_S-QmTvAUEE+(e!jHG4O2R$!M?<2Il12-@I@_Qr~?0?lO0j8M)3so zz#)2LGE3Daipp{>plaKm03UvPOy^P`_qUve@Xi1&3DH9k=4$CCxgA2iaPF7iy7pM$ zR_fjV%nRgiG~+F@{`ej>XBgueh*!@4zU1izLX$F>(8Lvh3et?kc(WgNItzSZ^Y%f5 zb8E;KM;|O5YUoSa90YTp2Sy(jSm!&?IO(EScM_iH(sFcMkGQ_g;hF! zMd4;rg)g}-8rGyW=Vw^?|Ja?EJ>X9 zSBZej)#*|DgEVON=Xab6pyTp6dT^?AERHVzyB8}T3(IYK4ZhKIBvC&+%v+9zyqRZH zsWA;+wsIW&{8Y4X;dAh- zo8quMR3xpfMF-EK73I?hDk3g$%gaBF!~>;=Be&I~k;OM+7n=}+E!-ouHJ4+sVmzZ? z{b~$EdZIt(r_jOA>n~2RqG74mbNL!aB(|%3`Viw8j`ACJB1x?IB9W1Bi%TLBE9qT| zB}p_~8TPL%*&7Ys$=X0w*=V?1IX&{Ppke;C_u+fqRJ4lCKds(LK{NA!^2R5j2z7G3 zmvAu1A5T!$d@?ArhB}ydRte%^l zwxFTObjWDesaWW)yLe!EQ#^Ex-mIpv>a|>V`JjeyJkDB1q>E3*;F4U_$hGQd=$dbz zQ8S|=bjx_-J{I4)o8CtY>qcTAs%M4EbsBE`p3->FnlJSn{rG%DVxeI1%qNccC1(6Me8 ziA%MKj;0uyqB7rDblIC3z73AWP{VA2mu(Ebg>~vz9H)bQbMlcQZW`>RRm_yeBXQAO>O0`+xMjr9nOG z__e$mDmoUwoNN3*K_?EIj&iejtakA1TpNu(=HB6cqZrh*?Ps^Ph=JpF(!nENWAMCx zwTS!}9kp8|2e(B=!IG>Hlw}Z!Q#%wdWyX?GKJzj+_F*V|R=A3uilRcyz={w#8;u9$ z!Dem?(fCOU9+j<*!G<|zj)rIqI=>&vuwwD#+#b|ab1VwJ-D8f76Go|HUBOL(|%1Z7j}exV<3G(Qz`# z&QwX92F})+Ahs`&$hsY|Po#;0-do1J*Iz|oX({9Tch-Jv^z>#@9>$^~yt%(*F%DJ^ z9$j&X@et}veW0>79vhDze`|6s76H}doma%@FzkPNKF%fzGK)urA5kc9go#UnITiID zrWa*R=txzUO0_;u$DtAL_uDSgv2XsR*h~-|v`mQ>h2u0tRQhS$rbl8)@YFeqG8xfu zdDOfV1VIJv{m$!xp;YF~lei)RcQ(Y|Sg{a=4cEt{jFzMDkeyPoCyiD2lq*@Y8)#7T zpFJtbXb}F{kk@a#S`({hQ~1)YX)@f#g5YO*tbE(H-(Bz&kjaa6BLxczPrC~KMh?l z@DP)UgP8QzkKPUpoZ;#3-nKCjEl0H7qB0V(OPWuvU_~NKj)pF`7&5RoRhfsH7l%Qe z)Mf>{81TNO^4QNYFqD=*8vi{B0ucOiP%{~=g?_c#$C4o&U9iGUHyM37GV2#5lb~Lz zryMMh0H;){_I{H%^qvd8uhtuj9>uW&A+tnG#ZGXSZBIsy=V#S%!DK|!y*!_|Cc~{` zyNa85GIp)}5bDH{1jPnd{(fx+Hc9=LYRegi=lLWD50)?9&C#8F;uQl+QYX*c9|o5A zn@q+&01OCBveN)O4-ULA?d>Yb8p%bFe|3~({)8W;@)d#&mM_^t=ze?Qnx7l z`QenV$E3h{YK>lScLciB9$O~L(@?k3OrON^0rCdL1lxufw4O>lX5SryFZY8o)*qnb z#hH=@nSdw++~zA-R*b;g>b!&q-f*1tzv}U8jflGD8IoVnY zzWOQbox4Lu+nT83`)A1LZw^?~@F)~tZAN|Hz7E9YET%|pkr(=$>%N>j=zz)B3n`1P zM=*5$g6P8rJJ7c*J^NYbg0yQrJEk;Uu$-36-@DHhTotUP~UTy~UwL-S~ zp8pX6GS*V!Y_59e?Y0cclm%`};|6{V!=s6mp!ror~%9KX9T_3%*(||_2 zHBd7ceHu+Lb?dtIp3w=JmBTtO-^LOFuaBvx{$vo796EdWpT`mEjGZopO)-R#Z_~d0 zrF5cuj?xv7MJMVFpSsTMh$Z4{ozKtiiYK1^6=;>OOd!k$)lb#!OeUT+J-s_8m_o3- zP1nx%ClT|HTVGXwV-VI_^gHM58N|?Qh4CyS)_1}kUb#jLB8~0U;U0@bVz{SOYR9)E zV&bn0ElMecn9n|$-Pn>!R6V;e*;AK74A&=$8NE&-rt7!=A&DmvTw(==>yjCSgsNxc z6rDj7pI>InT9ZIbzN&~1i%TTlei~ZYKu;nh)H)A+W+W3SLHD+orKS*k7aKgtES0I9 zZZ{4~B*-bZZQj3*Ba#dsr^pP&5IRN7Gq>+W6Fj%x<+FE06MaP=FDO2w6Dr61n!=yN z5VboQW5pw}gcRxQXooX{$T=FNk@hKpm{ynDqS_iu=&bLteG*S279Ml*MNw%)fTU<# zo@W$6wVBOp@u3k*^K?mb3Y~cN)Oe>+WDG%dy>oAEVjSVz&)<8qFo9Utd0KWfGl>Y{ zyH$F6HG|NvzkZEx`6d#S%%=KAg{08|- zJab93>tig@C%gVfY*Q4Wb3N!MPdbHA7aItc<_;&iKM&?Dt`8x)?Z3+hNCXqDWwlA; z=D~!zrLnBwl@Nl-z2?TR_n|~FpG8W$R2XqOi7i6GjMWFfv)kXM1`+&g9fX{`ya{0~ z*#M{a7l`i49H#0ITcTBf!}El&C6V7XytjA3k|0m1-phD@o|yNSTeF^QPjJ;P9r{Lc zA%vTMu3`pVBwFuL%h#z|5agGOZ=^3Bgv>oZJ9lYQBq{fLW=vRvpILj~VAvM)qQH;` zf!3I$CtfaLoCN8?O7g=KN+4BL9c#F`myj`hbx73182Mu3y9Uc$G2Pd<$AZ@v18->I zQ%3`#uKSYhfKdp@5ySNwJ3`RdWa5(E9EkZ7KmOwl4nW%d9XTT#{J^8XYqqc68>H>K z`kWRo!7(Rt7rBp&D@EonjNe4S>GqLV|NWxkP(zr_32xTC)RLg!{FR2|vKgy`wP+B^ z=65^bPsMTPmIDJ#k%;^o`#SeE1xFq{FlnBkGu@sAVH z(5pn(w@8A!RQ&NWwIp!L_332ECW5}m-$DsbfH%j*8@fXbh&rwcc)24Pa#O}m7lTt^ zG4SA>wP7k;yMtqFQ&SFO##xx|Hbq{%% znF`_VHlx$G(;(CC>*Ljsfp&#MepGI?@{VZ_&DXLrC z$3(osu`2JAndtC8%IuKKKqvoA4USLgD4pMCtf0U|3!CI1xg-n9k;P@d&t*ebwCvwV zc{XfmDpv6o*%-3wd&{)W#=z24C>~r!{-10a_53X4q;^%7crp>${lj4BGZW8$C`0qS72aV-SK2k9;%`^mhBGZLt;7q;e#Xjm{a}0byp@I47Iad>O%R@yr1x{ zH$D%4<40mS9oq>^+C(P+D=JSw9Q83*UR z`t%FI^H1JCZdD-)_&&3zdK5tCRhlZt^L)e~`=R}6IS*x@U#F;g<|D!Ucf!dl1t9&< zEaN>>i1SZWM_RuX!k%2=GW5L=ocmS16RQgG;+u`J8h;_W5+dij%L~9raQ?HqG#^_Q z>l?(kTwx38C)4@3Qb8Q+Er!1vtsc%^mhiu?6_2fTw+zsi7Q2*a^B1GWv$yM z?(a@rQv`|3;_1f5LdY$?5w8*|#P>cS&()O$=qzT~4)Yd5#Ia185?zF#R>sLCdNInb zaLT7|E5R?*jk3{ECGcL<=$4e^u*8-oLx}4>-VM@nhD?1rge)kJ$Ac4V6+I= zb_&V}zb%GN{quxIzEYT9bDjTTUy73x1DdZ#OHnl=rTk*N6u;SxW=AiS;$vDHUOXv5 zzoGh(W2z-sC>*!oq!i=#@`KsAvSOT=$-d+_UV^_ep1;{=N?}*O^ZQonRTh_p4<9aF zMNVs6ZDrL}#OkdcjNNh-!s0*L!-7h&K|%B6fx9JGUX=i?v=S7*=XxkPTMFhCtDo*# zWe{|nZ2YmJ9KT57Pq*rq<8pbL`Zk?%n0VM2MhcYU--3;Ua$y;i_ZF&T{=14kji&^s z{8cPp->G<)T!v7h^bxjIfShsd&5bRUxHCXZtEE?BGUyDSS4Sl__gQ)02&}|m(UyfFMBjji*BlhxT|K-gn2dgB-Q2BMOK5){q1qO zOEt!?rR(a*RYPz?)KJK+D)8T5n%w77g;K2nQLA;;nE9-&?vhu7ck)FJ-Dj>rDu7~S zKUafcdfjZGRt>uLj)&e5sKJJQ%euGsDnVlYykX;4ft_OOuJ21JN63cWAb;s9JnPv- zC9k-K@tk*RtHx`=Y3CVq>q{-}DD7>}6S)Rbi%f3E?rO-Y?g)DtT#0URJ}=dwa!fLr z+UkN8_#XfO|Njh^c|4R|6vvUQZ6qN{n@W;|S1JeXQXzY?rIHj0SxWYO-*>ZEX6*YG z&KS%Lse}+xB5leRm85t6I-hf%=RWs$&;8!#oNJZ1(;~LN5R^Sm+kc=GL1{(bskr_k zXy2;Vxml+ew(t8#m0T`@q>I#5o$*B=$6pQUwS^E9>#;+GUIa5&Hl$I!iXmnoD_eS~ z7#vO3o7}!$4BnJ$ul#NnfsgKQXU;u^z_go-?y)a`2l5vU_Wvw^Wa|yI?@i1$=T&D_Nb7|sWi=^Z8WhIw#y(J%b5E(P}L zngpx2QsGsZtgPDJ0x+K0n)2>b0sIy&XIOFvUvjM}9_Sh*S+$tPO` z%cVz$4(b(yTe8n;#`Os}z;kd6Ei)@1f24;4oT7ux`wQZMxE!&Bz6(Phq5%W_tiN}@mTkX(9TL#{Lj;xTdtBKX zL|80rUfrWY0{M!R(EDX1m~m7!ZDi}?5!>K;g_{hNw5(W19}=v1Z@X|Xi3Fc7b(9=@ zPlnT8=6|g8bKw45Y|G(mIk5h?(dptic77(hmad-60Z!desp|L~7;G>co_?1L)DOom zIR40mwYvts`|itwver%QJGbY7U3}u-*eAJ=lo$8!RDUjnI&P(^Y{&ACMYKr72Fl@^$&bmN>mzNHY3S46I zW0W|1a{~p`BK)myDCR@_>s*!U%lYskz1H)20tM{8$#UJQp@7TCCxz{U6tMs8gWdHM zuv)r(BXJ7_F3&7{iMvVx*B$;9WdtgC(ws8vY^cDY7@lT$k_sjg+{T+GDe%2HG>dmH z1@w70RdTX*apmthT2@4Xkg@(Bq)Y5^bt*h^`cyUtzNzs_RG6TJdt|y%z~A}xI~$LD zxP80nhwP&~pmA^=i?YmvJBdTj!;#H>)v7xloD>-U<`O?0*MzgbX1$V!5icu0<15}( zhe~ms0;rXY9G%{zjnWkeZy$Qe^FP63NrF=LHcxOnI%Z7_HsCe6?b2CdEqG+QlVdHZ z1-C~Y)Cdixp~Js%J%Nq}EY}m3pWvuR6Nw#4&z?45XQH^sc~KVH%uMXy9&W*p5*_;;jn+h*Y(Z&0 zqhIYWo}fl*Qd23p8fPAe`b}v!VT}xVHl?`+bKM_whuo+|?_Tj}_dT^p7u3j8Nqd5K z=b{?Vxzys}saip}T8l$M{!iDus==g`m5nV{HE5p{PTe0@gSLE+__J2k;kLhnmZ`3d zxGV0PkKXY{l$IZuiG5OwXI?))>wKvmPl?%WSiD(-8p;B`FZ|0;*WqsdKizul?z<3{ z9^8ms3Exv$P4yV$ON@T?yB1A81xAFcRpZ9-D9!BTN-Q7EbiOiCiSCz9Wje2~!gal) zYBa5KH1~7%xLZ_;F4qkR$tLC4U!rnFYNQBRcjO5Pk898?h{qztlf55t$Ho;$Yf)k) zZT#QcYJBLNRP?E>0#6rw*sxGjil3dv+ivYH!`~zOZ!$v4kYm$>akb(SB>m`axqPbt zdFPI-4F4>^8>zlw-4f-vbY4z1&ZrEvBJF;rhI5%M#Zjxv@r{e6O^Z=6cAOyIQ#wUK{awua zcY6rfAe&3xa55hok8N+`zFUkwF2{JM8mPFmWoMSqJ1S1~ODfr}%EPwu$^d)uJQPrz z%wE`^hfYED*Qtj{7_+8LzE6{c4jt9Ox%wnjc~r#HZbHC19Zj1jUL@@1oL&Asmw_hR zJg0pJ67ZA3mDjV2F?f=D`-4SkBDQUi5jzk-M(M$v)7K}7_$g)bOsHN8Drj%qb9goe z#b|QB1IPVP!P?i_TRjkI%gGP@^lsqHseo^K4_$%dmd7rB8)uMC*IshXbU{@MN7|7` z0VqaC>8OM#jG6x3Abk8GYTV$a+c+5j$J7Pazi*Dg;8ou9`v|_!-4$gvcmFXci8qyx zSjGSgOdYGHqafgjmnidoJoK3n4NIQHfrE{Z*3Uml!0oJ8Eb5sAZ9;iZ&aO*>4E=v6 z7Ag~=%giY0(~U%Mnf>V3y*e92O!c+7JF_6|tD7qKGa^Xby`584NrW5iOT8+(T+z_8i2Cv1!Y5)Y!Y8$YxEZ|fyrZJMKio77cXuO$k| z#weV*u!;&5vc?JuYpKAHy1>yUMga~4ckIuB zthtv8`;O*-GpX{!)VUnkp^{W_)Hny$y{mMRW7m%;K{M&)J2}vhsaQYzfbBmLc5PZD z!l;_FP4zz_NCkurIr5R>xpplF0oCSrYU+%x@At zOail;2dzj)NnrmZ+!Ic+$0c$e`lv$!orfANH96T3(RKdIN_93ohnWoqWcamj zFdMqIJ~_<)IUCFco^`zVoej-)&aNj{6Tn_#l}*-K0=TIjYW%s009pzk*XcmUI}-_ys;{v$w?BH6zJ2+%J-H_d;R06mKLtgUqk&>;MgtKNhFi%jdU z8>|W7_a=Ayty=`R81tIga*qH4XWVQgJlWsd7i@grj{wgD@4Iw`5kTU&K=JN)0;qXA zEqbRDfGcY6*+DV^!u(!k94aD!in91zSQP;(>~EZzXe5Ahaz)1RcD9~RF|$d}2#~dB zKg_&h>+u~nJ~v7LI$?(|agqQ@bL#Pn-w7c5c74o=p9Iie=ofp;?jxG-xs0aq5+UyK zVM^e7B7AYXD|~1(5qSRlBAO;egdS!8OWnJPAUm)9R<4W;79V~tIn@3; zc=z}pwP+v$<70aFOF9wU*7q6z_ml`04SQD-df7TpzSf=|X8Q*fE6z@^&yBYgFKLPh z1#_XAe}1qz3(eYY@RtYzA^D+2t4SbQrWM7#js#k3pWB#=lAxpu)T^XOaIyBw*)@Ae zFti~x$@U-#(kdMGHT_3|iZwTWZPFmYY4sNich8c5OQdrnOP2(3JdLNfo3i=)AQT_(_7f<+xk(|Jdu*jN*6YWA~}2`wm(O zk)cy;!Q}83G6YGKTu6~2gIdUs&cp0}RWa(+FVmA`5UJ(w41bydKlpo(7|drtz|&_k zL0dARv1rZp9L-Fy6;|Ew`dTJP>QETMxhb$*a*vazIRz4yORKDVQ=sic@SDiZ2`~{8 zH+pzq0!ZEoxFg7)3L`tEl}E%=p)G4hCQUXKbfT+!^^c}PM*HhF0i9G>jtJb)W}XV> z)JIvBSqWgdPHtTVpGiD{~1@w0vOi`c;Ww ze#mhLePbfD-QKk5vWxwnz4>c-k8&c2OrNY6ImM3GmPw}@CBiag^MK#YL{PH*Q#$RQ z2y3KNA}hlaA!6~hWWZ^djM@-_Oq&hK5~e0o)A2F3ppgJhs!#TfluZ8 zLw2_M?0eMicEhm8VD(7x(&~#3f#bLPX0EvN$kA8-p;=rP$|9GPT`xL;hG=Dm(~;Y# zpqC(~wbmbI8eXZszZVSBcMG(VweNyPo5%T#n!BJdbJuBq|216VqJ4-u9*HI*n>sFe zT*a8DjuXEw2)cjvusYKA7_G`0ANJOq1KKK2%cuF*kubQrC%MxY2`Y6a z@Sh?0km5p`uRj2d$LqMa%9?;iWhA+1RujweTjMqoZGgl7$g>p-71YS?cNEvP#|=LE zb5=+E@YnCv9&yo8C_U`nR(draGj;|P8T2Qkj&Wt2T}TE>&xL#z6-dLj_EVeh65_Cn zlhnGgAP)Oj3tfj3Vo>!=h%HMy3hOKy&I`zfAV+Ur%8#ER$da6Yqov}D9DKX8AFA?# znCcp)@bUXN*qpCiW6!SJ?Oq>EL_AT+99~CX^}&pmTWM5XKV zBD zvYH-)7_W=`ceC4Q=cZrkt!@K@+Scpj#@P9)d8PU;-v(4U>@Ge1<^n@4D;|}GKAIk~i ziFR9boUl6}(87c0fl~wWahLNWu&z?W&9*lN`HVF6vQ94cSS9imZ zqem;3|G45Hz4V+~y(`lG{qkbExnfzZo1KS}D{}mG+O;^L0_M`ww&%>;fo2pMm=tD% zQ|>JtF==5K!BeM|$DM)%7hy`7aTwaR{L{h| zW6BPOW9emQE@cgrEoJO1ne(6;9-ik!L{zL#r~*s*}vtzYZN+tUtT^D zm4GMn{`>e>DGE0%3*YA08ifvtWuU()3T;axqq8g7ocL4wH%%KN?Kn$u-q0A|^^6}B zGcy2@qGoxuWG~?1+2`gG=nsSz$*YI28USJKV)w68h9I4EsPeXs5omC{ej8_O4ALRV zYCS#%s4-Q^n{($fS_wy6PU`3*P2$#!{uVvt$T$=mRDKCHGXG{eti6C5okn%i7qwBN zI%5@woCDHMEb7lW-NqQ^-yo%Od(_?7&#?S<3kjWfN<@r&F`;LrJbtGyy3p6O`^@;@ zlz|ELQ=<=_jef8Dmoo@yYCPw(p9NyyM9IjXEgy)Ux zVd%v1rBBo=4htH@qV+A~P^m_9_1P0~*eRhv_v}f)q=SZf->VWZ=O(2V6BDpYT_mh} zOERuVQdLzKlaNQ^ZLP!8Buwa4KG!;uj?#E7%8HndgT0IQTqFnvjVOBTLmg zUS^}kW#fhi$4N-bAy^TPlCkINi>&64By_TV9v}IX-ItpYF1>k|i_Jz92MCVZQOb{(doMYbTAwo;K#$ee&y5e7vr3Ae-);l*>C z6K`KN+)}#Dv{^)3E@b|D%4~;tM9O>MoZP;&W?@MxaMp8A1R9( zoWJw;s9shL{^&^E@OZ2Sg~4uZKtU~LeGauWnyp2K+<|!NkvfDnafN|^dKBf)-s|za z9)$(NPp+iaW0GA`W#@PU=H3q5WLw#Q@{{k>tCyePky)1#gA0xLX7cZ_9H9}T632#1 z9Gfshdeb2rMiU;iN~SGKHDf@BwoSlnGe*wb%!%!5Ml54=_9-A@>zcH}NW|N_B+q9n z(9qESU$BfN4Yzw=RvwO|q3pbG<}zI?Dd;|(44@|^91hUvHz`AXL5H66n= z8?vtq(DC(ss|Px-=oq}G=l+>qI&KI{BIv!OV-L@ku7G4Z-jDRMXh@{vIzzig{scNo zDMgyykE5f~&UMZ`CUi`CXIpGq}@K*gr2uqySGWw&?V*VRwf;h*z-wL>OA62tL^9c&LZYM ztL9tZfY=<)abmg}v2Hmtn_iCi-f3PvM7tRSkL((BIE=V=w)poCc|?Jy`$ewEB1S~( z)v+r+CO;vh#7)EEyu-AuTr{k9YhJ7?q2aQ-jh9|A4HG!LcJ|z-A&2SL ziu72-1@EIpqFqg>)JRi)xvmk<&6_BU4K!d>)Ja*%ghot($G7(kHe=2lU)KvZKU)jA zPPlnDqLSS^ueDMQc+h&F^?FGi(ry*}+M`m3)gSXcxohh%p~6=^-XtNW8`4l;~y^G4rHWBK6U$ROh$u@Zsi^Z0e5Uu zdvm*nZDWp^@{kA^q9f7S?wW-fq^DMU{L;}c>hv{Tn-uh3DLHwpDH(YtSN{^2O~Q+Y zXUYT5#beq%Mu)6i9BLm8Bn^L!K@K0gUnP;D*!HdXKv`4}8YpwTB>xS;fUfq5mT zae%HJeaHh(p1Nk9Bx98svi+T%_u@eE`@f%o%?V)s=y{c& zWHN+(ep5Sbn*?Xv4o~v0%7Aw&A5SzGrh{q0S#hPoOnC8kcw9v$69$ss41OnOL&fwt zmtpq3gf8gHuQ*ADf$D2_b)Csj>U@;vM0yU`xF42Gy_FAB&o7M6_vS%h`b*ZC@qE~t zD%3(($p?L|phH`~QDH5=%p&)<0tk88zR>f%5KNFJ6x>(>#~#c*O6n4HZCq#!jCbT_uAD}uyx=5-=96IVEy(xffmZu(Cu)2c;I^tR5y8qkJi+{=9b1S z$-Xr(?7CC9Nv9T8D!(YHN!39Xzl+Q2g<4Ri=ZqfcuZNe>(yrAt^&sTLrMQ>W00;V_ ziN@g#P}}uNp6c@iey>U(Z@Sq49y@EF{IPlh%KDPAUYFVNn+;);mQ7I45PE@^o1mj; zrvQgZGem!jL&x*YFu$-ZaOik5JT|fL&y;V514_ z87&Q`0X-;|HS~}M(FacHL@d!j;pn3|?k_aBGITuH+O7pk;wyc*Oj03T;re#ZawFx(&2>8w_g-+Tcdm2l3tMZSaQrYxlsO zb~xM1Op%aihnaU*?0K{q;Ik(pLkk%2N!-~`ScL%_%@1DDmuG-;mQO(viveBQ$sf5| z8Q_$tSF^X70j842>t5G0fG37!mTkg>i6?G_a)wOM9B7(R)@MT9>$Q2WFEL>>IE|=~ z%7VFVkD{znSRlqv*l)?UJM~Kc3A5vSs;fpWr?Fs{@U4`^bQX9Yaen(MlLZ0EHT(Lr zS#Zt$e)|U^3*0MwCYH!7=s4e%=5?_HIQt^zV|6>AH#$L1y?_PxbzChBi&zk3tNGTU zgar|ml7|DzSkNvzB$Qskf{9(HqROjS5Uc*|1G9z&-S>jjM(bD*nP}$uqk#p60s4Ld zO)N-$A8II#ELd5Jms4qB`%-czbXr+ZBQF_e)6Rac>iuVTCJU$sNMEBnSRneZd9L6o z3(g9k+|l!l1;X>I$Ar6CFwejA<6#dAv|?X>+4717jb_9bnx3YRV zjtRr|-}_#^W5Gqf_h~69Ot`N!b8<&I6RyY~s`kocf=})OcSSZ6vJRN6?ISYb*alDa zZ)7Gc*R+qX%46r3a{h<}g$Y_C{Xq%^Oc2`dRCl_F30%APeljm%f`6B_;{7rv_|8@Z zhgLA5{(<3->?$VAQngOk)-d6cy6mHubxepou*+h$feGjQwE4xGn4osz>iM(CgxBLo z+6SbV@WjU%Y@V7 zsjbV}Ot`Z&#Nl;2s&8%$6Y zw$DrZXi&3>d#Gp*=Lh0N0Vvo-3maxJTY-DLKY~r;AsXl*bv+ zN;EXO@PPq>4Dq3B9~sc0Go|49nE_L+X@N0c8K8Jn{8`>N1`N2Y`PDeh0L>o(+`Y35 zIC`z%&!>3?B=+6;yt2RmQk_@7$S(%u|Iud1E-_%Kqo-D5nH^u`%r{zLK(piDNCyrk z7_#=?@Z(}a%Z9vtDcnp5_RM=#%)^8WWkYvb`IxXrdB?v&0VaGin9usYh6$?@R&2S~ zv-f|^HY*7sCd@DHk5t&m9#?M=DZ=K=JUQ>c)y+)!9{>RV{}k7EJXQZ62k;h&6s3ho zGE=d@84hdaUb`b z^Lf8MpXcX%-gh!#+dbD!45&8=z`3-k6VD?jru$epqoDI94 znkq6NlH$Cqql}*(CpXFNW`N$Vrp6_E8Q{skQ!KHK0W0TEH{a@Dz>u89v9n(put~Nx z)uf97M^?1yAN$UL1Z}=U7QGDEq29^k*v|l`fA+6$4KiS(QQ=(p5CdKg8_0q zqQ}cd8KCpSC8>Fw0eMfJ&kp}&z(1bhqf34>K<$%S(#AgwDEf18cIPw$Z0*X8wPzV1 zYBU{tdY%EXRX2yOE-=8qD@5YKVghWLY=fAk1iY;OZJNtLK&LVHA#ynZKUDsTcC8>F zA@B3w-#i3#Y&hP-vxwZLlfI|J-q}_S~%5Im++}KEf z0pEx2FhK$|`p)O42orECCvdPzgn;LtkFvVA5Rf#vSb3Q^0m}MKOj!v6uJeRS1OzbP zx<#sD<^u-UckCN!4rBlkb~K@O2iCXD=KF?F2IS9P*H;Q-z*nh4A)_Y@$S_H>vyEWD zS?a=HuP6r4PG?LXN8|i8zE4Sd!GO`c9dpI67{K)-V}Ijo27Eqv*X6%B2K?gbdbp6l zfbBQKqt+!cAbsDC`0dF!Uij7Q1F1MatD2c7(iouetMG?&1_Q_*w@rRoINqLPN1nfD zKrzeeVOA~!?!RszYCkgI#;6icXFdZC@3uDnRmcGKAeW~rN*Hi=xa5my8P?rMitMgn zK+2@Ltx*-O$G4WGb2SY3G;r%bPX+_BSaRD#nGC2hm~={HF(5i^@?803yNi z(N6;c&RG1VxegPso&PDXs4)TNj9rISj^XD`Rg8Lsk3GT)ORmg>3M>H1K}}- zk4_PA`hZ%{o6`hXjWv^nRs;mSyvp5h2A`wPYcOyY>-e4gaNd@H)VM>;wHF8&INZf0 z>p;NanHzfh9SImq+VH^q5&=!ea~PK{<9=Rby!_r30&FsdbfT{jFnu~8Akz)^^@^>v zH68>+=aq1DcoOjN{3-39-UQrR``eG}7Oqpp<7$yR1h~1#EmOHmz}d}&mf<}Dv{<(H z&iWG|=(SLJ{XPMGk}sA#dWieJY4^c5K{$@@r@MtA1PI7quBZ>i`RiP3phVhTC?X9@(uS{|#+Hl?tM}IEw#Py$ks3`Ic z*C$EhnsPS**`^iQ20a8^Tw*n0(?`J8tiSTt2hf|<(<>qW5%7dZJ}Y6E0K)>-SiuP9 zu(#h;KSn^Yz*3j~30$|zn2fn!nB$7t=$a|avAJc3%wK%pvaUMA3<0KIyy<3hxX+|g zemMQZb!s{!=evjrH+{RDo-JX5vi!|=8OxaPqjSS>H766^1m(!Kb1}hE)!1=@n+XB~ zLn+I7nLs}c_;2%SCioxRDx=KL1dZ_$2ZOat`2Ffsvduasq#OPo@YukF^V5%|LN+mB z^IJLl1R*9gn-WO{o0$-@#ICUL>+x!3&6@2*; zbq@2}yKl;{!~6pLr>ZYt{>rpxZ4Q|KieBruBjy+B-LTvl^Rw=p*zAJ&y@aBau3~$+i0Qr`uBJldh-&oO^N7n}1H=C{AOYV&K%zi#6Zr8vxA znG>R)fcdW&(`OPfzsT@PkGGhg6<`#cg899+2FJg{{8FW?{B+FUe2S+o6Z8B2Ht5U7 z{PJOevpJams~pMy5%UKVE2Q%=zp9EMPCQ#FfoNWZ=czZx+oMgg&vrd0bnh7&YylRB&n2?(#z@gND z^;l;e(r?6iRvP)8X~udA2CCdYV?FlwmIi;pde(_*#kXTURfWF!olGdcVqVGq#)NAk zKNt6PGeMdPIWXIU_j$?OmJAsX-@1n;j( zWj^Cf*c)8;FY+hWqw1uYK8e2%aNe$(VuD{pe94!;c)ynB{MZbx%fy#`ob&kn826jP z3%GBM_=^=6lVCTKHmkRk1mR>o^)nnK5N5sJ?#oHIu+*n8XaxzASwb^$JS1GP&Qs0j zC82}oxEFgh32FtS`MvxkJiZY4cV;aKgKH)C@~%T{?Bf+SoMo}M}` zOu|X>>26065&}KtJ$$y1uu+Qo5V@5E?iTysY1>G!@n5P^B}oFG%4@eT(j+YEQ_CHb zC1F`a%P)={Bz!+~O-XncK7W$eRZ)S2-uRUFdP*c5I;#ECT7?A8xh@6wJveUS&8tDG zc-`TR*>UPP{?DB8JPi^oBaG$QK!W$~VVB+mBs^~k$eht4VccWu7@rOaBAZHgO6idx zS$68Oh5-rYPQTNS8<8NmC2Zv45fZAu$?fntin-H>OOYldybQ2QOEV>*v%qi6d2Z4!wUD`H_UyyyTay`6T=kuj(8v#5(=DML0@GSmpHPj8GW~ zQ$cRA3Kb-TyIk$kts>#+ZGTbg8WNVsowagfU>>u)=s+gU|2qAqSQa`Oo?4kl`W2Wx?pi(|KP~SP(51 z_Ok393(Wc0Yu~4{z_mT7A}f;xw~AiM6lAlYE&j-MB8LV1bB9;Ae_+A2NQ+-%c`Vp) zN}`OTkOe*;wFZQWS&-;gx=XQ?1>gHbeD%s%P+!07vvnm4GAqpF+^bn&c{$^5P%R6N zX}W!mBUoTq^kZi}$-?yw4`fp;AO#yndf6-p9XWV1Q9Mr~H(CGc}pz%)@+)KOv zz;2QSkIHPsy{A|p=9D`h`j-Wt?z?a%&9LB=;S2fVIm~(C>(x*HSdj5-NyXqI3JMCU z)-5cd;Nn_Qr*#|@OwYJhZ(mM9*Wh8LgDWWT*kRCml81tt)Pt=qyc8_@D0t}pY6_Sw zSN_HDQ}D@cPu|D16hMC!AA21I8K(|x-*BA;|21Y9&2FOL%wpFOts5+m`NLMUxP`f- zliz7~n8p=MV$WcJI zaSs&lq(CEa(WM4?3iycIJ^hMUcY?(CIb{lZMV|?+-9v$TXPtwLDn74OvIx{EXvpSS zWv)R%iiA{ZObiQNKbA}OJwSnkSYh`wEed>{yB23^V;%84OKWuTdfub`ZTb}GK6ZIO zZb*R&opXir2n8}Hdu4==;&tS^UIh~hc6$0H>Y7r}M7(gZGN+*4cae_kN&IYmDEH6; z$2a&X_1cmG1-XoUAFL@TZnwL{vZ3IRELTqVISN`n>vR6Kqad3db9$9M1$Ho*x9uVY zTJj+}>P{4F9ewX;;!Hu1QG1@F3k9RK(&c_vDWKLHSH!wfz-=ULS?W%~@b86htI*ku zd%gUO7X<>96~TJwOy&Xymv8o7qf zw9URVAE2}Kp0@fi=*-mB^-2ypn-s8hA<&r@%U$PP90j6xmDl}3XWPtYI98xD&f$gq zqUg+1<*okGR0=M;`M%ziM!{2!Ye&wZv$Ja_*`DYuUPjL*6rG)TXw{pD&bns)85W~6 z`f_Xhrw!;U^4p(5baunoUVTA`g3PLxJ?lg$h*&Vmkws_6)#cs*I(snbWMqoY3Y{7^ zUzDWacAly0ZFDvi%g1|;MZq2QY&}n!g1U6w!E$u=QjV$d8J)fJc@s5)&Q|d5om#4b z>o&H}L=c@3xedwk=uAgZ{GSdwdzbt3uoXHJ|Mu0(6(}&W5jT2>&bs>KB4f~5QI+4R z9CRil9o@!2XJf^TQ@C_n8lmQ!uq7XADyWcIA+hG zvxe&S>NV(Ws6qVJ)CwB@hW#Zp(V4I7Se+?4>sZ6p^M7Z-JklI@(b>SZ*ga9`tU5Q@ zD;=G68Tc`(u2ZmKXmR~pK^mO=3$Kjdpy1bxWG&}y3j7M)gg5)3$Ki5UC0`0`myD45 z=&aFdg_sRG<9T<{!{Y%3&wbKa!GRRG8Dxqi1XJ)QIQT-rBMO$;K6+e-&g?Wh?(~II zu-qq=fA%Q_f3x4V0dDB* z_bQX$09rt$zvhQ%*mBV{G$s-E>F#-x+_w~X5#0jM3~1S6 z#dxzQxMv;bB>oR+-?@4Q%=jY@L~$AN+tS| zODWi2;jpc&9OotYkywH)4dM)mlHqE6-p|CEI(r&icJN);$i(+kn_|&Ubf#-KvRWIR z8Ex8h?sOf_?^1`sU*{?-Zmt&)%5!qv86seNJlq6c{&Ttk52$z`rvf-C&4< z`xY174S%55vgcpdhtjZ!`$3XG7!7qH-qgA$G%ytx9E2lisM^Y3CmlsYX%D+!HJXMS zk8dtL@`8pp!McgIuV}bX!SmVcH4W#_)yX`Lqk-{p>z$+o8fKTuHy0<;*bj1gaxACe zmC1U)|59iezm(p#@Q#KQ|LgMWGiXrl>h_n*qT%$AO8de0G_Y$P$e+rk;hot2hPZV! z1Ws&e_s^%{k&2uA%R(Ga#;T!Lh=zJu_(qh{@W5#3=(lpL|BS!jR3#0ch4{JmZ^Q2a z8Pk#s8umzA-a5#{IuhnQZCEtKdc@p)FGqvp0Qh{`iQ_RH#3tlvxVUJ;d0r*_U6@Z< zN(JlxFe?swXgHE4y4YM5op@-vTvDgO{EdE%uLcdpb=-o{K!b)um|f-p8U{8le^#S~ z>#}-rcDptWmp1PCIH8O4=>a**(b-EA?wrj=G(0|5U#xV52K%UpM*X8S_(UlDIb%XY zVal0s){wK7VY=xp@;_iLu;Ed5XTdq;FuyG8w{4?3Ga z(4i28&K4J4znYHDyg629SD~}pj}peeptIH&yXD8<(qO!g>B5$j;}s+O|h=SCOnFC1)$etG-F*m5>p zyw?4hgPRStHU(>iSF*vQK-XAt6&tG0j|b}UvEfP79)|TAHau9Bzsy~L4bOD>4+X7f zL%&;{f80hkScsdDd4g=%9i7k57G^`=!?x4CA~;^Iaq`R-HXPXQJH;o?27}QuZ7B&h z7^bR6Xh`98X9s(Z%dnx{V2!-vb~dzKyyxMwgAHRReq}}OV#7paT4S058xlTovnrL? zP^Hu7-KxTdis9g@kv(k4U-UC{i5eSHlehg?zmE;yA9-%tuE~bIk~)E~pA7+l{+Xr+ z*{~zxM4aOxHawEf{^g^?hTbdp&qe96vCpUw$ueMr_?qI0Mk6+8=fCP%Z_I{ON1J$` zA7ew>sV`Omrfm3N#BcWR1RGj2?{#xqVy;VBmPYt~+Ok=)dYKFj1`5yp;&=SOTmKMUkD0onSDS>^_ht|$SS?r6bmU$6b z?2FF&EfHL3!M?9(+ljxecr%*Cz2ioBeuJblETkM=VOrHjH4O$D>>?H->fZ6%y8( zpwNx&-BZ8te@xM((yPC*ue#hE6#fVAPYqBer?Icf?XBH4N5Ol?gw5Umu>aN0aS?aG zb8(ozryTpC(`qL;2Cxs3_fiPD?}p=p!Nc3wSG)X3YNd=>klwgvtl1R*M=tA@d~=Eg zBi>uW#jLUawd1{Nc#Z`M9@gd3`2YKoXw;qNCK80w%YNA5|89{`p-bcKByjyXlOFz! zgtFw>AEU-3B+l2T3z(AdU#(MW@<|eOEGGJ^tw?ZgvO45#i`SP}iCgM2AuYGH_rMV* zta;sX^KC5wJLGdkpRftwdTD)w<1+zazx){My9kidT-IV@NkB}tn4yq80jp$Mk1bpy z;8~RCn+-k$sOjpA9ly?iu~X?cq~>d3Wu>H}HZKE;lH1pIZ)O1Rhq}$TlWO6`mAhQK z^J-xtvq(jvs0Pa9o#%j61FcF+Oft-CV74gA(Dp(Nln;7X>v+__*{LyAzoj+cxxF;3 zQlJLXPJ8qVNY%jFM;*=VJ=M@ZvNGa`Q8m<#-x6x>u7YCDjrK1*tDxd{#;MaGRgfFj zuWt0V5?YUs9ycneglCJU29=Lgf=+YlM|;aku=F3HQ${O5{^6yPhtn0XPH&=5dTAvD zsBk$@JeBaiZi#@`)(SYN{7IUSsesB!TJA|fIi%d0jF&7ghv6}8(SX`=$lB>&T0@mX zs_K5PR?BjT6$lZWI#&*YLK_>M7fN9=ZqL!PJZ0!qCs%qy8Dvhbk*wKT21K`{+VA1=zg^e-W^&3v(kqbos2Glh?m~MT;GbIv=UzA z4HUsLJMPfHu_7?wd86t-RRnuk0%E?Ki$L&l==M$GMesiW009606xVq?R9_naaHS#@ zB3VO=B_v6*KN6Cph!Q0tTaxTli0p;3WXry9*_W|g42BuTy%a(vJB5@a>DPPSzn;&` z=iYPAInVcb&b>>5uyRto0Zgjzv;UN8fb17i65b~opwQfW^4+Nhc;7d+CFKSQZUjHo z8?Ycj@|Q)4{I zRM`Mt`ZZO@Y8#-YXDAN;Kmy7H=M5XI0b0fc|Jjin;Ny%|ffl6!Cgrmh#;IsLOHJi{ z^aha7mC-B18$f5!%^oXn1hofz1DO?#;JmskF#tuDfB0)V^#24^@shS{GuTWff9`Z{ z21ki&iEH4QhfoX>@L{t4-2$0=ne}qkTOds^=;!dS z7I>nfk^UyWZ=wYNntS{ z!^EYnQ=NunC@J;OiZmjFn3-3Z$yGAg4629=nUEnucv!cI8*B=v+lo};N<2|XYyJKW1e17_i(oj2m+SlNe^pOk>V_QGPeImo^>M2S2 zk#;D(;MyfQ+71T_RWilL+Cf3Em?$>ufNs~9TjV~r!`%4M=(3v~;6`u4UYK_P%Z&PE zwObwVR!hks9z_-zB}F$B6OLZrmGDpkSXO!Q8b`{dSl>G)5{d#;Fe1J?-B)`2I%f~ zd`p4ITeJ=`iXn_sdkx-EKqbX>Y3m>bQukITOdlZp_ZZcwzJ*Szqk8*n$Nyu-fTaKKve@3Wm$pv+G!2JWIlrybw1 zZBM(w{>#;bP&O(A&$KE;?WIBu|BI`!oK(0env@X3MTNz;xBdljQ$dC8?okU~Dlj+A z9(ehp8w{oPCxi%4;a(y|y7B-O43d(IUJ6nn-RamP4S5>y@rs9cqsYmrNV#^J2DhXM zDvJUQ7GnO$uA(^mK(vlmi3ZmTrJi^x)8Kjdt`%lg8a%v0>oV)1!LY{pbXhtLT=^`9 z1aTUiS*~H@?WX}x?QIJGTN)Jd&mTKHNCUwMg>tE38eBW|^@;ol4b%m%D8LvE_J}6t zX?>)D9bf8z&NvOUS?9v^AM}7pT+S;U*B*FSydt6E-UB1ThtowpdtlB&&y&%+2j*|I zR?&QV;IFNGiuyBA)N zlU6^Wc)UsEQbDOX&9nx#IR^I`BuaayCL$mOLP`k+Xg>^;k|7l$Vg z_m}mec+2JY={yb`-pa;H#&hDZwwoVb?!$rVy7f*R7Y_S}msXPZ;~>NqKA**ngUv$& zxndq1{*A4(Rq^7$_4){z#D@c!VjhX{<8a$HEuqvNha%68JFN$Bbbh$DHVdNvr9Gzd z9C2tbJu#bo4+r)m#*EocIQZ9oXU@HkLo4?O#v*4NLNTa8QX-iyU>w0awZ?obkXxz{d+;@x*~O_R8-~FC1d+IS(`Y;PBDwpC0E! z9KMD(cnChiVMgL>+R?{oomvOFb6N$rK7mtyZD74Q^9UGg`IGoiI z<7a+}LsV&mGH1;H^Du2D7>h%Kyu_oUaX9c~8mGv`<52tFx)EOC(D>=vm~H|NO|deY z#)&vEOMmCLOv1sVGhNv+8HXO$GiIJCIEWq?_6c~6L%i|br01zPOjt6I64G$clzja@ zD;)>Hu5-UjGtl}j@8Bh6;;=pHqe4d(4$@)oOz>*KsVQ~FRe%W%9{MXo`gfaDz@3)fWz!u{vo^(c^Vwl9c@DEt_yUV zX-4y2|C+jj;b6`c-M!g@!=5I^Ri-v{|H`BwCmH2UIP$z;JMvz8+U;lu4lR6?RJl$Z zDrpK`K*50{Y*ySHc@j*l+J3bghrq_WES6Lh)z{bV(r}PrNv3=B;4tJPV&uv zvHydEMmh_d`z8*QFb-M&zc_faXBtKPhl6v0f=B#6w61=!_zVUDM#w>x#ajsAZxijU z-AcfCVDaZRMgmy$+m?H`5wLkBd2M(*0s0XYYm++&;Eap=zQja;;iAIwZ)O4-LJ$4e z#zMeWxj&5Ty9iJp7d_0sn*gb5;)3WN0xYc`dYoV-ptU<9M}>_5AKk^@=hz8|<`M0@ zvX_9lopzBH90V*LJ2maZNq~<34-vn81YGE{JobW%fKzI*{v9R@5ljbodw+aDp6Jd; zxaN^3OODFZtH@IslcVWBk(Ljz&IMOvQB1h&%`>jooqbi}DfmXGH70 zMila7_pg9E8F?!Fyd;;4Jl&;+8kQqZazux7Bl6_D{Z|wPdHS*CPFX+ll)LwA{|DsB z(J}ky9P(6r#*=Rqd6EqYQU8ZL<^Kw?Mc)7r8^IsNg&Y}M4AuxEN4Fb}ew0Lxlvu^K zokosiZvGI}K#soi7HC{Vj*NoME}0-luhS&etdJwOR|nVbAxDL6?S@`E2{?W#PAmX< zN^?`V5P>|oMJ*J>AW!VCa!rzvr=({sDVfNVVAiRO_!|T$u&?`Or1vm>XbZO9I$*d+RqIk9Gv^M6*=10Tgc1G zM*zoPf2JLF$X)THdq)Hah}ZQbl>pv*CR}M^1O$t!$`*>E#ZWIRED7jI5Gt1JNn%}D*~F zeoz*tp#lLmHf`ZI6bXJZ=KqCc=cIzh(JGj9R3$)JR%O~&jev@? zi3=B>5ul-Vm~`$r0sRAv*SxM8&z5RaZ?KFtyNiU1NmtCX04=FMkfm7R$4MCOlp zlZ5h|!Cg*DCV=&a(A$m_0^0Iof8ei?vx_?HW2pqxkUvPxrlI^=(e=Kk6VTZzIkVCH^iKQ`%pqWy?ehtVTmnRM#EVYlp}w@{mVPFm04w{E8~O#P z560RX-@i#fGn@0cLlN>6H|gzDOh7){ZTs*N3A&dJ$QBb5Y9Q7LKbwgd#}iqRPD(LQLAf3hM^jjT=w`0f(0ruIff z#F2m#Rr-c9_XwCDu(MJ|o=BWcp4!OM!fAdJwI%|>fAQDdct8NR>Z@^E7XmEabg;N0 zPb@<>Px-nb4=&p+!rYN7@zU^E4^(FZSE|#HCuMBkry^eIfFb0`c=}(?#ACEi>bjIgU*tXc!pyoK0nZph8Mi$l;HGJg5F7Foym(HT zFA#aBuU{2;iq_%I>namOfPeBtlyWcuqh}mSv_l9m=qjceAWsyI_=Ou`s1F?9$zm5y z!20I&QP&6pm^OFo`XW!lg_aIs$kU7WwD4HuNx)d4C=Gd9VNRqKB2Rw(Q(vl)C+aTl z-L1&e>}P4I9^~m&khIdILFfqE5`) zW}>=rySdX9dD`~3RNNPNnh|<;E)02E_UX5YMV_K~%YxF7Cvv54b|Lb_qkWBBjXaem zm`=155@2ugW=jw9bUeZL;1KfkZhq;^1oDIz3tBCfqPmF?3|fDKu9sfSV=PD4ce&A6 zE0A}Q@MT`)sHN@;r$`m*1No{7GSz6_rT>{J*P!#)(%DzL7C9esOf{$@AokZ0(v5o5 z7fPvgTM_|3&Z!Q&G@x@mW(j}Xh`bec=Cq9~c#55Cd$g7w)6(is>&*Rkm7F5rx z4y=`}1f2X8?A_ExfNj{=3Wbd7^>xY9{&v()-h5l{=I95{zvj(vIr~Ah?qK_O3YzD? zDX+g>$X)fsG7}Z$vH0W6UK#;AM7y@~_YmMBl>X&VF9H89Ej~F)NA(e0LFX6fhael( z1>pnzV97Zatw^ACj6s@|P(MiY|74OA?gzCPLqC;+{jlTjBt`2`KjhAoC0{z+4=j!i z{~U)({+rp{eWL! zi&mLI`Mn%w>pDxoolS;~);Z+DdH93$0s&P&{bjK)1Wd?Yb9Gxpb=M&hs=G|U5x*S| zi0kOOk`j$BGXlQ4UQcO6{l&NAd3NqChQzoam*lL+JfOpR#*F9ld8njtDBqGf|0N+DPCJfs z9MK1BBr~^|4}Gv|aEM>xE&7gTnUZ#xq{CPH`4ZUcenIFe2d$0w>lc=TAS{-{Y8b~)M-1lIw~B1QTHwDR0w== za>lEb3Z(uejT&w$NG_N`?w4-p&s@A-N$!TNf*;tKFI14+X*=%RXqhYov=_ro7Q0LggfnxhM)L4LFAsmd(N&7um~hB7`^WR zx4>$j^nebSHdk4C5#0e>QmXVy2HIgJ|H{+!;gstmV5;=jBe&_tN|IauZ$-bXp0Gunx0A8+aKx3bd=V!6KKwf7(PVl-<|0!Dm|G-BsS5pBGx;To|YA zpXgS2SeUH`TdKNsU#r1DK-k)Mgpa{^Y;$j zt%rTe5gv9A>p`=*>C4H8dN_a9|ES;jI*84SEBI7a3%@G8&*?PRf_Bs0Lmkvw$gfRo zx09)b0H$y8(#o}vSLV_!u~`id?*I53zP$zv-_}jsV66d5<|*FSuGOI5vpE>|uo|+> ze(Ng+R)egymgcRwD#&=1o@u^Z1wQJkt_*8ca7HjpJe5=lnVdS>b}f}){EE})ifAQp zjhx$JBv}brp*lBr$y5T|j^d7zs|3%d=So%-Dk1D1Wig)mn$nkw$FC-bX^5V%9z=PH&#G)LvGPRO9lLNPnt39 zsDORBCvTfYmBaM*L!1jSR(p^{^~h@>N`t7!r!^y;9Uv4?J$yrsS*%$U}Bgc7o+d2 z#5Ie7V))P2v!XV%5Jc@wJ|-p|jr9CNh;KCA^5=O0ELBDF8l@J%oL5g=Nl-pS z{~H(0i_eG4^p5j7rnw-S?Vqwa=_4Ss!`TA z8wf7&M#d^H*b_61~skIeVfgC!YYB+BFVNhb|d68^a4`M-u9Q=YqN zlw?>Hyd}F`KLt|MwtjXBP5{lq_Gt}iCIB<&`eP*@$C2VsM-`dp?4dS$H z69%a$u-jX+EZrLl`7QJx{AB^az;jk(jUxzzbA)qW=6is%Sh`aNha33c`j&sN$_g01 z{pFy|ZG-eNPVvXvZ(}lF>5bXt53upxOV_67y)pcwp?UWoZ;W~W?XcE}r&!A$Jp*U< zP)vLyEQ8%C0&6)RD?~1e#QYu9I`~^&V$6{oe{x)3VtTtE=^Zr=D;rev^Wsg!+(ZmR z+lCV`b?1*CijSpWyFZM{tWaKKbqo1;rE?mlk{0@eEiN5nPGP>8Zj_1X%N-g|a>&GR zrtyVtrEKiG%C4s(sySHpS*}vg^SM}O8NZ*xtvoE+E66zOaXvP)`7^vPs{qs7p=@2o zScpk$pXeUATZr|F5A89|E5gB?F%@;E3~Teu zPslGV!<F_VpdVxg<$Sn1}0Ss%R$OnEdS$zH1h zv)+2+a6LmMCjP9z`xH6U%ubPN7(xudn>s;czV9JgeJHEdY~Y>kMS(dx-h7 zANrlx>W?|^AszFkcwsVU-EUst^up9l-ZLj0x{tNEFTGOyYK95hMRAAhvIhTJ-f!1V zp9O!1!u?F^HZb07GBx{uOJ2&5~@&le0nh0AhT zPo{2#fbhNF<{fKcz&_5hyEr)n>Vp1yZX|`n>YQHn4c15yp1fz#QvVF3_)o?0{)~X= zSYTK2I_Uo(to|5f z!lve|t)F!UXil^l@n&Q}o$yQ9U&)yury_Vz>~=1^<)rHhAISltq{-35DhK>uv+Zd* zm$#@f^- z!(SCZ%~^`&DWgL0dD^L^#Zv^4tI_gXmW$xyWROb4-+aiQ>29NLFNU$~n=p5|2&8-- zy-A-gg_k|;KUY$U;r4p98gpJT^s7`?x=a{qZ&?5%KuBeUJab&TcT7Vl!v60UCNpwTSAgbQjuNO2>ID}*{*B5_gW5jnYp$s zX%j^f5osY?dguM?`OM6@&zXCk?>uv6E>XrE)z^Vsw#TlTBnq6l$tQAg9R&^#7@C^T zQlawOvtyq;sUTlf0q5o?0QZolau z{wDB@`*z{#`X;b#+_cw?w+UQFN1iWiY=Zjl>$ zN2iH5!JqE2z=Lv4FmAE_(-q|=C^DG7FrH6?sS1UN&Pp0ot%lW^(P*Hw>=E^WK?7UM zeZTf~(%{ma*FqXEX>i2kfP>mQ8r)kWV=n%T3h4H!P<93ttd-Yf$mCMNGx+e#r9vtc zw2xNBKBvN)dL_4p3MzC3xAIJosSs>;TykqY6&y~8B|-xg9)9RsbVpQBijbO1W>BG& z!WG28sc>Uw&A!Vw`0AIqj=zcmFPDDH+SXD)OzcVce^d&5Y`5v|ZKA*t z{GierIt3PY=e;?AQGh>LG~ceB0^+=r#*r^55ZP()yS9%4=*TONPp>I(OGWaozb@YQ7;o-u3qr+Az zJQd7&7q*=kXUzB8z@7$Kzdy$eN>D-a*7x*$7s83Lwt25R4K}T>Y+Lmr;@f7Y{Wodw z&;D{g>j)M29VS+n)T!|G32)j#Eh?BOg=4NKsIX7Xm8=#)g94Z4q!(w2bqx-vT{Wh{ z>79O(O6Q0=?UnMkv7`cT{jf>6Efq$ttFKmHqC(r)Q1S2;Dr`E`V$APGer1Tg^Qs#@VfXC7DJA>Tt?=<4h{ZNZfksPdGah_t&q1I4e4Q&WubrOQbJ#d?1{0t}f_r zU{k?t%g%PSPAVLJ{NB`waK^J`%ZGTv*#VcX8%=~W&kyDsCJAR3A3Kx?6V9p({m$wV z&hl({rmue`{99j$OP?mzP4n~qwjWd&HSEOZ=BRM+fSIAx5^*27fyKtFME!!eD*e~c zK=<(MwnA>AUh6OT_3#nTwIui~3eccdf9!+A78*p_koKMyp#lFh%+GTt4LX9;ZJvtL zV7fk}6YZhFPH_%}Z*nw{l#PA6U6BT_F22drSEj*^QIbZS3gO4L&~uME4IWQOlzC~< zfb-hDU_Lz>R5Cp`WfHD3hL4t}ThSo2{G-nO>3VphR%ckeQV-z!so~K^3XD%&IMn#L z4xASgq+Ea20ndIPs%(2L;I8>x|G4Yn?*U``I|H@wEKP9hq2XHi@9brM-Z3IROtJO& zS_^`UTXgfLYr*K+$eErWwQvO3td+T1cy)huKzgYb#ws8CX|L9T*>m=&{+c?-SX+*1 za@PU>dH(8Me0A{ZptZ>ye;t_oQ-AtWunzt`>c7g`RtI^c9@S8zdT5Xh3YrtEgX$TT z>HhQeFus;=W{pifd_U{ykfBfq2dDQ4+&w_#J$sJbf20l$Os*ZaggU4XplF2~*8w&B z{j3ge4e(rF5ZH5|299XEjJ$KLfqyULI*jA0!MW>({Oh-5NZEX$Nztns)Sp}UTTWC# zQP2G*xw^^>@qzb~X?&a;#sseR~;J|;2 zRgiCz6}GXJ1V6R>PAcV)KzdrDRV9vtfNT4%zH&1FK+%#~suD z>tv9g@)zTcssfLyp3IaY5;*ef*ev*0!TwaM+3|-YpxoS8>$|%OYRY1ZO%(<@DOkae#zF}uLs#RN8DzWZO}0D zqi%Jj151HP#QYYozLCVtPsOR2+Xn6Sg#!A6Zw7Ix+@=r_%iZBT+*liz+ zzG_=mi`28NeG~}0H=BRTZ4Q;Qqo_~^*j#T<6 zd3J&6C?q09^SMVlQXUl9VP>6kii?k)LTENR>FN7?8Y)2B4a$#h>McM6A|_cii~^+ida2lQtPrVWDQ|6hU5LC4 zw{yIbEJ1_Ax0tU5OVFXaHc>*HC8**+U&(RN=O`?Hz%GvGIa=_4_vO>BQWSegrr{<} zDN?$3=(Mm_Ig&Ohe4Z~|j$Dg$DB4ODXq|L+>@I-{#E#T~RDnw5@hx6)al8VBE@h2H zKO~{qfALX1e@IBPwxA+zsS1tg$nH}3ScNPv&DV3$tB^TaE`4(o8AS=2eSJ|~jl34` z{5{6Jx^zuH>N`!9SY#=3FZb6d;obl4WEhxz_ zT3B_d1!V{3IWsr5B9E(j)57Ad=zz%psW+z;O$0d%FsoaUmxr?IstO&++dDd~)2E|7 zK8sA*L^=w7c2~};gpMZc{bGJ9G0>xz1r^EF4CJm6{#Ue@fmnLseeORPXd9BYE!StF zR7-U2t|t?bR>YeZ6Pai!fvxTIor(OFIrsO9uu$RBddJ)REY$2RQP`=-O1DovRpXjBlpI&ta%=jn%BjG=_wR#rK~T z!O`brk)sqH9NmhD)NRtlk-S{ah<+-LD68k5pJ(D|Dqc6ga~4OZGV97uPUC2nn@@kw zB#x|C|1Ni(W+UOj%j-4u*vQU$*ty?_jYJ)#oMOG%$bzaGchQTD@>TRWG(6bIclqs? zU(eXcse10^`xG|%+H_i-^^}cveIkukB(jlMrfPm_0x@2HMmso;jbf`b{Jmq?i0o4# zcI7b}z29bR6lu*yWhxyn6D`@ujj0LM=h7I#IW}UyQa)@V#YXP`iiF-tuu~8AZ@)$?OADeABi6|V#Tb^!>qs{G!D!o=Xdb9D} zxn1)Z(r=J3m||ckzdcd9iH@N^rZ3)KYsJvW5}Cb%Ftnmu%9M)1&`UR(M)YG0F?13V zrXn%)?%M!KR0cyo4;Nm#y$3_H!xGYOB{7sNal=DT0zb zpZ8C)&_}sT19NpO^rVv~#>k9?0>pPrS(vhrM)0)gMB3qvPo3ljx`my`e zGU4x&$Xdb6uaJqX8~j0snV8@>Bb7 zy0V#$a``?#`x8q?>YVNzw-xBZtYqX+U z0_)>yPqd<~+nCp{4YiyTuJCr4?_3v^O|lO zL8!g)caH2MgiLt&XIjY3s5{`%cA4|d=)&H&0UXzw(VLLzzZdp3p}pb9l{WS@BBoO> z<~!4f1mAfKwpKPE-%k3eKAQ#ydAQrN8iZ1jPm}~q32y^M}L>pA@Qyk;dQTT zk-k@dMe@U14mj`SngUk_)zE@@7{fGk<5RM;IAJ-?-|s z{yG_b`(fZLxPy#lGGcgk=~SUSp1K*W?p4huX7Ry>$!ye_BwIRk zH50v^`Er?kJ_8+7biDaiCmnfQ61`T%PDQ({rQ6(_QqcAbPV#S?lTq15+m&#eMC9gu zgJb0W6XZv48p^0oKoebKHd}s&qn2bFo+0cp(pF5MnO_P-v*^^)_V5QN-ez*5|9k-I zQ8NDAIOm15e}@DGW#}M@^J#Og8m^G7+IQS=PsaxT~A{lh_1EfjttQ+R3nd?Qc=A zWGZ+IG%-g-(%?aJaHO!pGf>}fkaFc@Cg5`sjxUa7Lq>U0y*V`tULRk!s^=m0X{5|} zA66dmeO(&ucP9_Bo3341rsadOqkHfru0mkv{iYW(3cx2c=FLKBF)R%Bf2i~-21*Eb zcT{@`cyBDcM2ane%niJM0;iut0LCe0`@J0Y*36=KQaLz08<39KQVB-CX5%cnE5QF^ z`8IVC5@=0qJKQu<3GFq3pMTw~g17JZw$w`R*lg4JvqC8)c_s=>w_A!nxJ>in8u_wLgKwE z+!ne`;H-_hZ+ADsSLx>toZ$%Gd}fsXlSSYe>t(?634upYVfl>|1XnB!YGsbJ!0C8T zfxpVFu){pQOiZ*DMzX#MOmMe?{MJq38X>Jv7P?VN{&p+)C;Xhqze*hIm?!R?ZYB2R z9~^VnF`zVbz|G-JD_Ho5@9deO!^zK2Kbwux!Q@AtY_vNAhW>5FO)fHEy6aBAJ(v7 zOgj5#>IxHfC5MH$__N^rSS*)LDh8#6yeDP-F);3wJZ89xf%Kt2<2s))&=JL{0p2)- zEvSom*y9i!C^xpw3gXM-8jSW7r@@ z{?7F(jt!f*cuFS{*kJamRQezBJB43?T$0Ibh-ZtLdZn_VT6byJhX2@b(x=Q~Qzjd} zqz%~L%V9&2)TeTl0yfkrG1qM)=6Cm=T6*h%L)VqXXO7M|Tx?QL&UVAWs?*Om=^75p zhr2?~df{NW62Z|&+;@Cvi}ul*I2_is1-hQZb{o-F4X3=~$EWbe&lp#0HhJpLyJ-GX=i6#mBG(KBW3rg;pE zrh=coT)?1j?G28}B@En^_R4Vn#lTr*@UiGWVxDA^dq+8O_#W=E|KeI4R%;K%L~`K} zPHEoO$b&;ll!*MEs~9BTDKI*J4THpE3nD?D803`PIaP2SgXx6uN%{>8vWAAW25(|u z^WD(%*DVZMw{V;gXdqP!$s5gFWK0-ABgMk4mZukHL*Vl6sj)52mu1}u#dxQbU zgSxeGAsA4l&xsd=5#wa+j2j{_SZpYa>5akwR@c87kH&yP6O&nuCH{}zI^V4c7?hJ- zkU}B`yG4grw4Y+I{=|9#%M=Xe-n`BAc!t5kfl=O||1j7TD!B3_1A`Wh;K=MO4B|>U zY>RR*xc4_}IEM zI}@%}asMp=mvP8w+j0MiBMy{HjD`{?91i*G`7m5?(7o>8FhV%vOFm=DO*kXBNroKs z#6dCZ*001D7##iWb|LWw4j(?~P5e39JwZ6*%VKt2BAoqK_R{(; z;jC}w5hb2*mJk%GRYW)wJ{0w|iEy?@Nn`RQ;jC`_iSpza2J&~WT;L#_#khr92@}rF zD+irWB%ICYK9xB^ID7s%aBIJ+gk#+5`k>khw~ zi4o2$18W8cS1|Y*;U)fyc+RZ@x}A6lXH3H~i-1)Ff_6y=R;5G2I zaPWLw8M{>!hd~|vE`?o0-QEUo(AkYc+QUm{EG2L#nCc4il)~YCLn9+t8V5$pPL4EL z9Nu(~X_Dk|cpjs02UEbodEIvMpdt()&F-2eZ&ILY%K#9_W*$VvP#4nH>U&O34h zhkGqAMh(=6@mqc59My4nmv!39PZNiB>M=^}aiZQ)6mrINQU^6VXpNyM3gLdxCH_u6{*rg>Y6gCG=SE z3Jx!==nZm29~0uR6Vh@e`j-Yj`TSL4{ME6)w+UylolXfrQ&v@-5EUy#& zEaE#)oj1|PRQet_g$Cfz8|KmMeTwKq-hVm$j4-GdiCOw$fkC`q$3$5R3ncTrJ1^lZ zh?Wz$fH6LphY-EKR+Rd?`tx6!n=MM{7_79$kS!99d#L(RP zW#WD{-yachX2Ax7K=W5uiF~Fa;=MOmAeOx&U(A#V&Gs{ODNanVyBemuHkb*{nhgxO z9ZV<-Q}`6v!hpN?lYC1o-1FEcz&YK)%K>Nv;si%)I;MC4%Ydc@iA-XvL zLqNR0VemQ^16c9-OUh;p*c6bndQ+YOqmx%FRyHvpd9B`FUE+H4lKDYTZU(H5#HJrf zrbAoq#Zg{qA|I-5`=!Z%%g9A{6!GJ7EhyI&i9-WVAg^wSFZ@XBw0`!^Y^)vyJ${@t;_ekH+?cz^OLnG$`)p17`~xb;8`x(WPEo+T zU$dmFydDPM^j@K~)kCuT!ANP%dN3E0u@5e<115LOyhU3b9Pb=Sy`5MK8lkadWA0j5 zmo@ia!R}fR$+q(MjH>}*rJbAs`86=!_E@mPs~SwD6KyXJkzr9=@r(B~84hmd@>sV* zhKs%5>bP9VP@#Qk{)-P8PKqpj`lVR~ojECQ@90&*eQMWqKm`dpvc8_-ts_C){;B5U zyGgK~>fn4?ngmU8voc%?B(UU~<2E=z0!iwcUuRWFAoQPmjPl=dh-$X>3+Ao>#lHKj z!c7(6F}JK$vAqITX3tJPm#l!)Dx2Ukg$ih|PIGv-Tn6jV;$~s4a#%9B;~gzf4n2jh z0!_Dp<1C3YMex{-reAZI(gc^z=YJX})0A38U;o&|d`97_KIC!&xU>}%j+f8nZ*9Ov>cnygvP$)_}@)w z&^aXb_=n(s@GXHW#{bYWun^yVSY_{1SXnmR>6iHwPDZ+<223SFXSfx&hyD|wNC=xR zZ;pY9uHTFbfhZ{EQC9TX8xC#`^m5akfgoWUY?SxWA4p2;3alu%;BuLhYZkf;9520! zZcP{h$I*a0htv+BVYU7wevNCWWqkDn{`v-*ZQS;F=G!f#t?z51vJ!~cJyL^eQ(A?a5uWUXzP$W$y&xLq_0x&5xttP{va^vgC`u`anNb}@9-`cDorZlKCX zDi)wentN|g=N2GSElJ1ye+$u<{4#X-E}1Y-}q;WmKV`FU@YQc#%;W`kHH0Lq-}qI}aDFkkM)%cRX)pHR}9qBqqI5 zjec=FD6}!CL9A2fC3M!*qLv5y=k|QBLF@32E}!CBRClVXgUhiFiPpLdZlKhmQ(WBn zVw>vG;oaNUP}kNYmHKxfPK$NOmO680VLJs)zJJ(rZZieFuwLC%;!Z*F6#T#AS12g_ znt$w9aViRNnfJW3gNn{a74+Tnr6TP$+xe2cs7R)syYE{Y717q}c!V>lNJt>{l`W#8 zeFjVy`+GFxOa6F0>oyHp359eE^wAIs#TARYXh`gZ?S)HiG~{ZnGA_@ep$J~`^Q9IV z3bZ|xeRo#_deGLQkxQW=+ZQsl2Q@TAx4a|iOQIo{9(95AG8$@sGVCE-LPO$6WNd9A z4gC)Q0RR6Cmw7l;Ul_-2Nyw5Vge*}%3WcnBskA5|N>peg*{P5dmW8Hq>6KYcCPjPegMU#PT_kT}+)etM+|ohVP);K0d3FrZ#dX+q!S6->Et zCWh2Dksddp;phFbZ`GQRo%t>C=Qv3+nTM)xHKOz9<-HzkZbUB(7mJ*^8WEde!Aez8 z11gN*Iecck9@Sl6WX+tYN2MxWZykf{5r_P@rN@%>h?MAJBO_anQqsY@-Ij=^VxvDB ztk)s2ch7%r&8|bbVhf+%mDHhRl1qowOfBL)z6`q(YLT$#k%1NMTGXeX6ju;LK<*Fh zI4`OYP(|w8k=%|N6hWu=!{ut!7ojY6OSTeSefZjIJiP+_bBimR6sbVBKMV96qm-dz zlHEQY#$~AP3b$D9U@4l|9z?dODn`tyu(k5TL<#~36N5c6(qAO<-oIa4;ihoMr& z{q9?D!w`*}ad+A;49PU#be*ybK#4889xUwfLWZ$E5v#FB8CPwS2)ycppAWAEn) zGN(02WI;!uwH<0m=(`KE_EAe*a393#>&cYVFo;@NMMJgWFl=qO)$C3@Sc$Y=^gWUU zaSv23Y_?AV;X`64+)R^z5bh?jQI`tZ?M1trcrt+&)j!vnmI1T?v3&30Y#__WhnE;; z!=OpF_DJ?q;3~m(P+gyaQpr}kT=`rmuTp5bX_pV4Uz3CWlgbB4fqS7|Y6URZ;Nft6 zO941rCoqU9MUY(g(IPFi2&jY3a&;9&kkB8d;h9hhtmigcunv{NyoJif?X+@ut>Js* zd~q2R?PrXWk}F`=7LawYl5wC@?k@|$|=5@d-b-4|DUI(dCQ8s7J6QN(n*?*G^5$pqAjVt=rLjvb$ z^%wpI$nl<-6aH8aa7NFzwY45@nkZG-+BU$GlJ6vzjz&1?M$;X>)&!YbjC>q5nn0>~ z-FQ=f6Dac3jxDPPr}d_aWZI$2 zX-)3MBpr^ox5eMv(+*BzkA;VP+QFKwiM#Vu2ka1iO0tyffH&+(Vk!4JAgCZ_Q0sgL zG{n;=R9XjQgysglEbf49V|je>rJeAKYlnyVlTPsW>et=3y$d$wjis9LcERn4O%2V- zT~OJ$Z@xFS3$Db9d}EL7f{q`RXMcxw!G*HT>*!fGFkKz0sJ>kw-d_CVUTQbIEIhO8 zi+m5X)Es_37t;;iY@CnOt9syQe)Cs3!5)}wsNX8^tOxX-T?}YW=>c~hv#3^5FYun7 zvIr0Afk1{Hm;AF{`15L&Pd%X*PIa5C1&Q{7n0U)r0ec_JC1n&mjO~M6nQBYgqrKqm z#acd?%Yd4-S&1JB3=q~kyf_iefVV{lb&wziKbe=g*f=pr(W~RQ_=f?{INejUpJ3qW zeeIuc5(a_$Oua6}Vc__%%V9bSgSNQUpx8(Z)+fZOHD55{$FBBQZ=W+^?$K|$DL(#1 z(6ezIU;^itgWr~3G6DN5 z(zCBv2?iH8?3NbGF?h_szH6)s1CxO1tOx==E|IcWuEU^%l(Gm77zn-_lk{%FfKUAK z*pp@q?AshEO|2L>#|6P_3I;r*T2_k)1Fx(rngVnThCL!GR68(e9L}d!%43kKpmNiv z2ZOT*Q;L4<#z1fKg5NeJ4DS3GPFCBCL2^oX%_$WO`~`1YUsuDx_!8Ma-~a~ItE@{& z8Wg8riZYME_>dOxaKZQZ_v0t+prWk~c#%-=O!@noHe5KC< zgJXgB3}-DdNJ_E($a@|GHRpZDbuM6V<$cSti!BCw;>@qUYGr_7^vpI+Dg#b<#zY>V zF+hoa^O7~40V4z45ASp^K!ayV?NJv4)|-SM7WXhfBwb+>rH=vOSClWl!Wh7Dv#xrs zp80TEE4a@c6#lI|iJ#zU~`7 z#(=TC3t<`W8K864A+KhV0iTwy^mk4(fT`ECY4jrlh${0(7C$k7x;ZG4>oWsxgk&?M zzcS$bZHaA~^9(3kQM5VrodL3CM{=($G9Z?q^2v9J0nux3_9ZOiUh7!hE?i~6QBJI- zWsL!Subo&2aNp0+^iF*G$ACHRgOC2QVDMH{a7c(90~us2sk8|L+0hjT!_63Utq$g& z--3Z$!T5Vu9t@6G%ZP+;#Xu?ixws{<0hfRf0lFKD#im;w1B1 zcVqC|>UUwz9t?~!wN@K&&*BB#OflRue@9yW6z&;wx5Vly?pewoA5(sH49*30=PPJp za6nRYRZk0pLtpqz&+1^%uicn?Qx604EdL+DhcIwyARJ1?J*zC&c~F6S))qC|(T01* zjJIGJ#yxv0x2`phdnV@*;>KZuf&5LEe2LSzZ#*k+)Xw1Z8|V3sn`5wJf^_`yS-f6L zmoOhI3`R#kP@{3rg#14I$-zB)F0ezt5%-LisuhS`!k^!mCr{a7@X__}-&F?;>J?Rh z{~GSS&iPP<8@QKx)@^!D7+fBdVms@M=ZbXdZ6!!603*^8TAUcwbKOwSDu&pk2+8h2tIueMiY45r{vZ6%A1f#`m55J?gPg z40_q;{$2{hb0Fi|A)g0$PL$3CM&r3gn)WB>;5pY9xb06v3YV|NY{|uj71xzL2 z{bH`QtR`ZR`8#io?=c1rIwy4%QZZoZU+~w%b93foYO_TK2J}#!-%eQ=1o(_<2WR8^ zUpLqyWj8}b2*aM$d2dOMyKkscqIl- zv0a*K)fkNYv$=B&&$FM!bM=?-JexRnXUV%BgJrhA>d}oDght%=$su9zWG4r)p#_7X ziO59;8G|o5ya%SJ7<7J1_gbal^?p;W`Yj{X#Qnr z6BByPl(fEWW~L3fuDawcl!=WCR`Nwm;Y9p2|Joak``o`@ZtpV z{U&)P=ol#+l2l;AcH5fI>bsdRjSY>T{f`NsB1wdY%1p5NFZ|z^efaqpq`;Q1hL278 zR2b?^P+Cvx@z-L49PvB%wG9SXjK$i2!1GDkYK!#)E_{8isqN*)bLg(FXU<7He~h(M zeDeGmV3qUy{Ei?7bf;z9*9v98Pcum&&Ts~x@~xs75e!&-$xmj9Vt~n#yqo9uKCp{^ z5E>lEfI9w{e;G@CFn;q_>F4D>xSVX0#qqlj7M~u|l3eeD1Mi35ANbn`wpR9rCpY@w z?douuA!4A@p6&m?VOK*oWGg3oyv;9n?l?&DSl z>_05~WSt++eWSaBg4-By#b1bXk1zv{2+K$rh%(@@j?22G7+zod%1vhp224Bf@&-%d z=ggdjXOc92E;P0(7sxQcTH0_AQH}vTX1kZ#cH#5fLf*YlWWe&mi=fFp3~2CK99>ev z>+>_@`hcHbt0QBV*6{Po@>fv4)_w*=8Vo2}sWYJRN}OMWCId>Y&rE;PVn7<>t5UHp z1C)6xT2>A*;7e`Zj~$2c@9qq2i4yArLj_|WiJg5AJhoHSe0Lv+XHTj>+}{UVtv?!T zmi5Bk!8QT5=3cl;(p1&a=>@uyM-IiJ7Ze_B|E%EI3tDel4WxZ~K=bR8;uHMdH~Lrb zgvN;;_|flWcWk{I;*R-0c&XYA!BJwId4Id0F8WNc?Uio$7CQ(NC%fVC(Y8X1)-Jf% zt3mwRhTlI!M7d3dy5P9cg9_!lT@dsA)yKU2F39Be{r+pL6RKZFZq7;Tf`xxCKXhN} z0=RG{AcxQi@!_f`WPf#ngQQQ-H+m;Hiw*OKuy#Qy@0KIHx?P}d_eS}_S|=PB^k|K! z?}UpyYV*mCop5G$TgK46PKbVX+`y!|1Cs8u9F(i*07FZkZdQ&?2qZTQ{R!=W_{lhn z^@|gs2%-D?NgxAl?7HQM2R-RGy&C^|fH z*Sy}PPshDGu(W!H4kRAJu|xmbprWO2=r<1?esvyC;j(E1jmx`gDc9Oybm8YCDqkCX zoVU4ey}b=meilAcZKFZP{)Vx`Jv0zMs2xNUroq@InV&@xG&po34ct$a2V6@= zVD8ivBl#2o>!6^;wIT$^5}wPPT%m%ej069#4Jx$2s_AGp1yZx3({zd{@L@pOKB<}l zaeQzY17cTLdFh6LBw{Fa_knn0ytqp^?C1VZT#e7U0=p}kbG ze0iY(Xddb3y#6*oVg21dKGz!{-czCFg=Yg~U)Veq7T5s$=CCzCgL>Hhz&^C^L_Hi( z3nALn5MhvDId+Rg1bxrP=YGwkPy?UKia3oP)PUn!nv;5b4a_g-C#|Q} zKqgmjYr(S`;FPX-q*+n}!Xxt|q?#I-B3E5fC)GgIW2^#2RfBi;BDY3TH9RW*oHWor|B~(Fv@8v$LCsiOve`e~H zTLsw3AeFwdD&QIjiE$)W!PkxQ#Hn)?U>MeK$mLK0CQf%$+-_CCJVRKA?@k3=!2H_l z&Xj}e$B%9UHsw$#eC4R_jdEC}NpoB=Dg#=vU3!>l87O{Sz9L{-2Dv)t7I~e@AbCsg zynsXrtj!(y+_$>~2+~fdfF_8t5v4(9EB2OVjxKndx^a&j8y7_5T zJRR!uf13~ON`ve2Mcer`QvholEx+KO0+QXHztPo1D9vliKK3sTw4HP~55>g;N$hsY zODr0={@t<3eQ_VOwQsM;-UtJh3_XiYp+S&qJo~GZ9t;x)MB)sJeSubG^0Vuy1F$H! zo}TvA21B;gUQr7x6zbEUKF()?UhJC=VD0om4l4rDUq*cq!L)z3`HLWAX#I0mWi$eL zcCy=;Hbc+Rlhvjio&Kh^pmS&B+| zqq6rgO3_ie^RssjJW$74rgv-B06DmyUCfe9>J~N72(VEXrVe! zSG>L+X`h|%4Zhug8r=oEFJKLb&C2z}TXF+>`fw~gK(rBw-q~p68g4|IVzS`NXhez& z=*sT+CNypC;JLfQLJwwc7i`iYAyaaUV`vHqsgnLYq{WcX&d`hq%NY_% z8HkWmE^bD%!dJ^xSz8c&FLT%Z)n*hXI_>wxvIXt3&tmc1){1%_DX@t0w4%gZTjdeQ zRUjly^uq0MPnv!E{`|1BBM9an%8Puk?+%-b(#km>6=8|BHkjSVA2;C z>25M&pLD%sM<=6q`+F5yDP)u}_&Z{c1O?5Ky6UP$C`fTa=(NsD3X0cd**?ijK_+G8 z96`MlwA*-4Vs|G6{mzLl9NQqHa~69n!^srX7=DndL871~ck8F0gs4c2h38`~KNab) z!43x=Dso>?aT#!=BE_`5yxCW&=rxO^q?;WT&6>;RgDn-gKAQZt?K~BQ**-iuV?jmh zX9HYXOsQy+u9uK>l8OTQU+?xXrlJuuwo}$dRJ6vfeIS2~g6#c;zL&kFAcu3Td>yYT zsOA~7X<>kZPCsEAP;1jWLNA31pP|PThU-KQg-TQ$KxHfsFPQrsgillF{?E*_~@r zWOV69ImRPFMuPt|V2>yn4QI*Aap3EIdar5Wp{iCS!Q8StvaA(}sxI{&nrcB#i6)=3 z##<0|-c@2_qy;_RJbd~3n-=8Jv-Z~Cs|7LRI@%}PT97bNLaJbM3zGg*7~AUDf?{46 zLn2EHiX^x)r2aOe-y_1u=)aqhWzeP+WwmA$>m#hYbzd{OUVc(QNU0f>dTyi}>~2QJ z*;@<8Xe5O7?GZa-i+gy3yOLo|LK-W3FI+uGLTzk+9t}k|p);Gv#iN)s>J^ zf7gIoyNZuG4>zFPiuBC4vY9@=<&ZTI6`yj;H=yF7SZl4v~l3P&?0o>_bURT z2NY}z9VDPAo89)Bw+KkB`)YEq3jw){1+8)@*C5#qu_gZV)yPFM00L~Q5pV0+b7uC{ z$YjsW_boA1=;Ac3QDCG3*>mVLX}qsMyj<5FPj0S2-bUxxPNhV)z!-p+vm{i zZvRqLN8?iT3@k_L&uxP7bz1bDh5!ZdCDyiEk2s2*%>YSd8Mt^7-OyV?DHPSc6 zDWJY8eX}VMIVdq@^cxb90HJ`r@?A7C=TIXV4Mn5Uv6nsC1JP)9Ij!j^TO<;Q-)k?# z5{U@!C!QYMABJYpXZ}o$Fy#5%beEs(9VByAMZZ?-4w_KZo#r!eK@Ju*YBv*Hkl_!{ zH@1@(5X()MhVVWcnw55dnu?JjvE2DlnsX9Y)MV9&OxnfRs{cxrt$BhWet zE^(&b&$4_BPfZLywOXYDN8xghxM?b+IQ3p+KamQO78EbbYZ*|#-bk>#ngL%E)>a#E z9<7bx=DeN(rzPGv<@jZRzTENfihEhGtEwe_Ht&o{wVU_}*UU|LM;9owBgex~+*jWUNoVLsF zB#YqlT-|#si6Yq6;;^?+xfnjXi&Rz_lmPct?U3V#O5j+Vk9mrI37BNe%aU)Ef$iAa z-%ni1V38Iptm;+-)G z(>h4C6`)iV9e(ax70mRbX2FFjI9AkLv5u2_`o_aDKK!1V;$nPbYYo_Oss_H`t^s1- z8*aNo0&J1ukJ3@E1)IjJT}ZVS#vIMY!-%3uj=6b z&|l>wtPbRWgH~%p1Wp^%wgn3!XxKdsef*vX*t?PJ?ZZSc>KXUD_OBkcX`U`rPHcd) z<7HX;u?_H7P1#ONrV;8#(msYuH9|p}&K$dBBSh_fwWeU!1U?ZuudQ)Dm2W(_)4U0S zQ&_t!ESlhm^FfiBZ%xp0gCHNZ&;$`t9AEW+GyzYxU)<*e5^%Hx`s5~(px0pQUCU$= zSjDoxjp}a(RzZs+Ctfte(YEfR+g~=ryO;YuMS8b@T7;mv_w5#_6=n&szuN+B_8mk+ zzZUpVnD@_LycLRD6iFgGT4A$Qadm)XE7)ylh!sn zpuj>M+57tv6*SqGa{_)*VcCB#$Hy!LN57mK(Z~P$n$LeMx`R{rW`Ex!oOHILuZcJr zwmHf2eKgp^W$w8HXZ^M#u_8EK+U{{|!}&?KT!as2!KG!hKhkZWO|fNNz`2-tUi&>x zLUGqVv)gSDh?<4$aMGx*PMJ9I8wgLPEdE~`AH3)$M+X7-_S{T)I((N5xG5J%2i=j9 zg7-mmpfpr|?hc`Ybxx6J?|nL48;=Pa3a3L+TL%AJ1RacShTQ!7kPcJk9{k&4=n!go zcUB>e4!5ktH)$o%!RNNYX`@6s6pSaGJd{iao0q4~$fVH0mSalfeJUNc%3S5=T%g13 znUw#$zSH4Q)1~0HA9RSZm&|-!&<=fLO4bL8+QDj%#T`O%J5bVNzn&{?hjTQcrJd#N z@VVgiYtG7c@OBoZvsSl*5@kSR3!xpTlBfH(*WvG%1C_3A?SSAgwky8;9q>N@00960 z43~L0)Lj(EWv3L$l1idb_NAzBC_9zx3CUi($P$$(Au0R5o3ZaRX2#CNjNQyg(qh-5 zB3arfdgrh2^ZVU%?{m&QpL_1Pe@ZlcESkuGec#rL;irI_ug3APHZt53W4)TvL5A6v zq*LXcWaz6KE&FkR0s#7te zcq(ndrAC3m>-Q24pQga(y2IGXvlOsflRaXpNrB+>#QEzNhNM7J)51?Oa7TLu=$KO= zNhAHC!XGjWe%uhewnc{CQwi2t|Hwc$@nL4ogYO6HVU8SCshIUL7M0aCb@m82~h za=WSDAKQ^3|1-(^gFP7njE)}HxJHJz2f0h0UMEB6Bfj-97c%Hy7J3`Kn+#b)T1|tz zWQc4|%j4xIgW3D*jrIa$SQlh6AqtV9n>V$KpWF=W1-(f(jm5H{2!tt!+En4Th3l7xqbaLrCi^EItpn6^J#8ejqvQ4Zv z&US%np5r&Ygf76A1P8Swcfl^h8~;SoyWrzI_TJ`7C$v`?=F5HWgzmo%OQyd%LE*}# zz(Q#!P`dIH*DE^VUvNPiTTLfqDaVx@$92MqdmRN{gih#(Rh~(gPFO0Le-q--3Ga;k zO`pXfApY}AEJ#D(?dg*WS?vhKkrh*TFXU!B$vzdAtqmPL;p>a=s1t4ZJuF&D!8a z&^|VE@mBa;q;15i&aO<1l4e8eym3vRq(V z1Nfz!+ZGjSfTz{(-;T;P0Q1Wl$%;cHu)0-uWC}xsBR#1hrjkUMxjto6aFz%LZToCb zD-htD@sXRm&l6xrjz-Ow-g-DTw%{(?jt3TvXP0l zVejMNoY=%l<#Zk3lUX>^*>LdFv%A~sXdOf(XkXrdTDW_Xso&DH8r&zBOLFg3gK>3) z`PZx}IPvQ1Qe0yti1V!b^YoX)Zq~Y@hUIc#cc2#xbCg4Jz#}Q6!)4I>uX9(DW*Jyl zn(D+Dm%te}50Mtv66pPN*OVMw3}03QkNt`*g6xdY2YawZ(BOx=>qEeRPhuon@E`^T z4;;x6m@9<*g|Z?1Mj>Qd9x|NcFN8?hqXl2wb3u0G(u;T4T(JC^d4K9lHdF`ikk>zx z1+s!+qmQGqU{ZIE<->9s1m<8KwVJ0w^`o^PdacP&Zhr4b_}zF2*<8+GmQH|}?v>+g z%+J6uEc~kFn;5X|5E8fk{18UUL-*?j-G^C|QIWofVZeJN)hd=f1e``*o2#641*b4v z&!g{dpzVlTptfEHZ5b0knNOC$^sdm7V099S5jS{8OnlJn(zMNCOb|*;Mp;M3e6r7IKTTM489GPf#zHi-kE(76~wes<| zv(Vpi7Uv7rS;%lyN@Bez7gZOz?<#!E(1g{feD7TJySSk816w|-KB?_|b14svB)42* zk19Y*W;;w2ybI8@U8X+U6%0xZmU^Zpfkn4v6;j28uxJqBZYb@(~1gC@e;bG7XhTQhYRpMYR%9%*>}ee^erN!Jh$RpDWRWTk+z) z)0K$(z<)y*ysFW)wX_>HPSt2%zlUy|SPja@h$-z6tU=HHAJy&{uR&MqhVQKo)ga5H zKO%hHHAp*`+rqx72B}T+=!@vop{v?|vIuH*2+uLG8Tqpg*{!EZT>Dywc9ff5Gk;%) zT$xkFu1wUS?{9l0Kbhjtv!_}m!G<`rba&Z_TNj5UclR7F037n+c_0032Og1yz6_7%Cp3+E zuy`arw`<}+J|5-%)=hKF!Xpu{9yJ-;dc^x!E5pd59)15^-e-TY9(7E(=d@JTqcu0N z%l+&G^n4v`KkpzQN9SGfhqmg`wAm}o8^7yO*t)}W3Xy;~Gld4v;Rq=I!kYA}Dgt8P zc~&&6jDW(Jtjd&Fh$yVL)OK~7fO4hOq?E9r`=_V=)akv&u65GNWA~m2;Wg6`sShjYw0i%`Bha~&<_xi>53U@6Cxto`fZ-w z48LVbobSX`gL6b;x6R;7OX=+;68EjkQM=%ik_eT zdZ!-sW$(B(El`g>>OW=u6i|;m11mjccmf z%ZI+r<51i=`*-tmI8+S#91euz5dGMA>}7^Z@86+o`~ZilwJ~Bh5981a|6Gi5V=byx z5Vs8YS%b29lVdryYtV_P(eB+^H3%!PVDp?%g`C&&gq2&XP$vH6#?fDu$Oo54AuCp* zri5cffjQ;q=f&}_Zn@=Xv?_y`LMubt;os_?440v?UaJpx2Feia!{F-puTsRxC4IPR zy%d%97e_c;Eu&yay5@!-^+qUhTP)uStl`w#>9MnQWJyJYs4Be0t?Y3!F^X?Z63nCn|xS%I2WzV zywm-vor{L$&zcLdXCYl>2kWacS?EEo$ar5t2C9CU9ZlMsj=YI$d40pls9LS{_^H!L zNd3`!uMYbp6yvgz==>xB70Nh-&c2F4F;7-5S!YI}^0~N9X3Ge)f}bhdN{T>cd_2-M z&m$1i7}t4=RX^0(XZXba;VtAO5zy!+eDzq6=~eQmCERM4xJ6vO$CkO4qN%HG$5X*UCe9DfZ{KsH-xX{ zfPLw~yKfY7;2Dqghq4DND?HhWkC-CEYSR&JDld{cqJ9jj7^#~X__7?eY={=!&nGRl@YpvcZYNm7xDy?wXBsHSAt~QJ^Yc1KVSGhX&aiP=5K? za*Uys+i(6#GX7`J95P)$Qwz$00*~r7YayRguZyl-3k&AoH8bRK@XgyT&sGr!T(*ZI zWt4H?=DVzE(24^crkzvg+i@VY`x-^v01sPy1ARe8cpx>aOH7*Jp(nHUuHQvGT*|j% zpLebYz0{A}<8Jkkp%A+Bw`V=5>=)aogZ`7b09=CVx3UOMs|mOx1fYsY?;*Gos zz#p|ohnJD}J8ac2Z{Mhgoz6CxFQ4#$5t)-XvVw;fQ+i?gzwnHGHDFZ^#zVo?LTjfm zJgB)%=~YMJLBjIfQ|tpA^q4zUS;a7P-%R@!Hx7;sFFroUj{|Y5O=(N{IuK8PC#tGl z2i*_MJQ~i|z#vzw8K+GRh^HxMdAL;rc2QQu;x0qWEtU$NRzbt6>D6f z05*Lghdf*k`Hp?NzJ4r+dV0T5G;=vPHXnU#akw0&!#ZlLbxOgwqQ$tC(a(y!`jPspE-7Ls$$mBe|mI1@;Oz}@@(}B2KEWZ?!0)fm_cbsi1xMJ)* zQ~i@bI9pNWi9sC1g#4;`dFv^}EV48Qo*B-!%(fbS>$q%&e&Ah-Sc|qsX z8KGRN8!%N;ML3+4K)X4HhtKgk;#G)}rrz>LVv9tRg}@**+u|o^o*RNDwm%~HoV>~*j=dWwWn~b!t(6=LnQjlduojr$aD&o|LNeZu+3Sm`#0$r%iK=I0-J z;}r%eHad>WX)x{`LxFFcm}2A_kn&4BycmUWUvwE-C_zk@JXC}d7=5B)AC-2y6m?hL z|EwZWhMN8<+~?yhLrb~_`8yt#BT4s#nI)wP^s#H6E$wIpl5_wiif{$uW?8zHL9IaS zDV298w5!lyPH@F8^(xdE`gAT+p$bVJ80gTFszNvwt78kIRY>_7t3N@o3W*ntY5d(? zg<_TDZfS8=q3D2YQT6BwRGRKb4JDT&X5Er7sqS(#Ec;yQ4Rbjv4BBiqVJk=KrZMp< zk4sUm^tb}YU|ERvU7 zCWTI5QFOV6Wyk?6O0?SycTFusn<9cmk=cbvSjba`nOJ~UlygvmNegxps}cE-Fh# zekoh??*kK%@VMUa-*3+l@6A0)UcVoqLgybX4}V3Xke>w|2dNP#k*kdFl~N#DIlFu1 zxTzm{;I{iG;kFH8+I}S1HgFjpM4S-EUj7dXwf>5%_l3a9yE_#%p9A4jP^Q+)i3kYs zxh*SuG7|dPRF0Hx#6Z8}uXdHPIH<-@dMytnfi8xVy~H*JajfEL zpCNdtuQCg&os*p!da^)OkyWxfArD+FcJQC^E`aH=(66cag;1JZ^_dcZfuE{Y{4Ljt zKr6gp^s-(Noat|Hy&_c%4Um4td{+s)ReE>q@n$J(E3`+je=G&-V5Pqz3*~T8o2am7 zx*SUViN6+qRKo5RZzHD7N|2n8WnmMj1`&mEnx26XyQ~0v9CAv_6F2~i5QL2 z>xcu7x$0-E9yn-kjytKjg#%Nu=&QX+cnF|#Of^c>gQC^9fVG45knI>x-p^YPxkq+9 z`zb>J+xw%z6hk5mv#N7_mM22#B-;%l9}#9VZ?b)mC&44v09j`~5|~`@B_j0($Y>e$ zzIUVn789$zdfK#KhZ>vWuyiwY@mxgJDW)7*rgCASL zLZ6p+@mm`l-1L)iHED;Ui;72U@a>=<;JQ^g*8$ykolc9}BWOxZ94tM6;OAVDC>eu* zUwwb6iYEeX()2%3`%bv%sBnUY?F1Q>_{$eQcY@)H?FOWFK`5yzMJS*PT#~dZ7KvS8 z70!{Ivfc$H{c1w?>D^$o#eXi`r5pPFKb;s%?grant9|mV-S8w+@aJ|=0v z+5>A?S%<2ILQp=GR?n`#`_@oA6biKCqi_=J`SDgFnB< z8;e8xAo;$+yF812_}*Z>sU+SH0^XH7-?Ij$8e zeGwBYF$j^9K1#~mgAj|teOuQCz+K8h=aSbTq_a*)30Mt6Hb>;zh|>@}jGORaHyVO~ z+wvX)(4MZG%9N)yz zU`Tt3AaRBcmiIo$@=MVnO{UK+PI(0EX1Md48Sgn>^!G-LjsFFH^}J&2 zOI+xn^tXB%Jkl*{XCu*I5SuS_u#pBv52n49n`yB1;AewjD-GCmFs~fjX&@d?Ck7%K zusiS@#&*%5%diVuK&FACR?cT)4-M`dJ8L}HM+5ISJWDeJG-&fZGy7wR2I&MOw2MXq z(adBoaYkOkzP;>LAEg00L9x9wMuR3b?wuavG{`+Rbm!q~8rUp8Cl)uHk zoDdPVUYlmbvni@4KF6>t|0o`Ljs_iytSoi9GzdSZ^k!6_1|KS4aIYBBAkZ>vl+%O; zs^OuS!xw09)Zydi$xAfoTlTtWdYJ~>PdpwtThQQ0!R);dD;hKiFI|tfp+Q!nj-dZ0 zgP+Lnu`O2_@gMSx%-^Pg;r=brg=;kUtIg)Sb)5$9$T%XuD-9CX&UGGlrvagfJgenN zg9(WRqsupGaGTw#$ibTidqT+mT3H24{oZ!*_icoCOBx*hMlp z%kN4&na$u#XY}g<9FdW?7<+-<1{y@!c}Yw*(cr(yit}qN3?8`n{5ct%@dTt-iZVEp z(0%t=mBAU?&k#8i24}CVlLD?YILkcvwI!Ir*-otr=6D8YGF;-u#SG5)OXd?>s5Dsb z&K)12)1dC3#DRt9G%$N`!*S~c4X&;Q74kDUW9hg)cbvf)x@meuo57iVv!#AOFcb?<3lb=oDd=OYdLo=FZ(d}8=P@nl>3!pOIV zH*kJs@VYnqj_5ZUd^UYVR9$84li%wV<8>Oi+(CyuyQ88r z#tCh1I_#h73$otDr~`3q4c@yM^+POUDuR~|4cl| z;&<8DB<-RCk63y~>24}y$(!o5@KWLLrH;a(y;NB55pbH=M}$xIDF_cdMujl9O5|P!pc;5@w<%M`4km=LqhXU@C?Iw_t)?2 z_6U$q}R z^~rJXzV^YeLzSHDv3|fCREH0E_QA*iQ$Vc0#?HHCeEsmeBf0f-Paj;QKaoBi&E66oJ%Ejltc_CXfynsfjIK2bxXJst*40pe z^@8YtJrf0PU*H***iQkye`di;gJjrlljY@_CPOu1zq|633{6unO&xQ{K$z11ApW5n z`1}sunojJ7lur?tt8%-++Uc&~wthFGzKyd^nso!y;uZDh*UMaVrIYb4&&#W1?}TT6)g%15I)OcsX-aojC$L0l zh%4;r1VyvIw!Z%%NKUJEo(w<`ovsti&D#OPDGhSMLLJb&hrWGXv;*Sr1_tT+x5Fio z8poG++9CCpg+|E3c2H1@JV6|91J+fiPp=c(!MQMgQ{ZD8wBOHvMf}e6a<*>n{2JUTcA!X^I2CH(J1cYBKXZQ!9klUJ)GQXoU?k)|9#3t-$G@rOoHr z0;3;#!wP&`K;G`FWt3<$JgnFp@0Dx@zg0_aSA}NK#=nhoi)(`DlRCc$ka*=#&Eq+w4B9@Pc?@>M;Qu$E!6#m*O zn-AZf2*>UF@?l>;B=B&5KD5q8i?J!^Bl?H1Pk?GZ9EHR#$8zQ2K|}e<-Mo2VE*x(y zU!Mobo%9`woAaP=CN`O{H4nuK$MY0hM+&o^ig|jq_7)r7l zThs7kcDpg{It>x2iCLV^H0*e{nak3H26vh9;Fo?hD7I_c@P*JYe&(Lm0n1#(<)6LK zmOw*Ep4_spj=7jzFgu`qHy16A%rArGG~A*+oMQ>h#koVQ&&?xpk>GMGzbrNvd)ID` z<$I9}PKoy%w{ocQIf9i@oQqjcdG7zJb5Rtlx&B2{E{>J8uPLy}MnUw7Ly^o}So}98 zux%t4&sw|5+{s+9Z5W>!d6*6Vd#rx0Vc95i@jALDCL24XOhe+5voXFq`Lk$tHufG6 zPDv=r2KR@3Q+!p~;IinGf6$l>wQlooC9zqUUJPG*n#{(;czcOgP8I@(xvsu1&VrP2 zQvcEFEYu`FvQKNuLhRq$`5fI@P`#D=$A*~&cj>5{mbY0jVbNa^R+b4vrR{5e)?}jT zdT6?7YbMm1@5DFsW}>Deb4Fnx6ZS;BXyGVzAN{?i+NVsg*?BKcea}SD&%+Y5g-ld% z9HWP>$im1;LS4Ej9a8jnva(g_82xmcCf$?{dF==Co4To3{EgETGaVL(go1mD(-3jh z`zxl>@k{d4gTGB_ShH(3+od}VMH5;FzcSOX@JXUls5BLs7B23+lWEvklIpyoB^9}K z_Ww1^r(tf%Jl&8j9X@B{#>(HNLW*%`*@KU%VB7mk!}WVA_*Y#~k6B2CSJmY5f2Apy z{*|9#S(^eeCGJeJjf#=1WJphe4|77bcPIt?mlInv>XISyV)n)Uj%0+D*crcOB%>|f z-6Q60GG?Rq|FLLFg7%H7+K`?kq}t5#tR7549sRM~$onMl3pK9WNlSoNBsrK}L2)!& z#=j{6+$KM6kv8!Noc;W;+%q0Ny#`8qpT%RxqjP@b;TX`ZC4M!U$G}|5ysGw2493mB z{oVE?21V({0*5@GLc?BtuTSDrROX4l|PHe_wp#n$BMB!`G!M&cI>vKe<(IE z;&@a`LLpIlw8zyw7)rlOyl;;M!{4gp;0wYJcWipaU1a?s5m$7(_L2`wV%9jMyz_y5 z(5eAF+4~q_8_Vo1bwm$mk5an}B1V)G1L-6-ci;aSqVYcj-#XtDS)n{Db%Sgg7^(#`ElDDmn=`9ud2N-}DR zD%`lm3*5O;s2!d;W|#Wg0W@9uPz9 zaPL?9bRv#0zg#l0-7kTdFcS2y8c8I4PNZh7)JY=ddXGsYmL?JGb}vV_{7fPEU+E~V zuzW!@>3;C2DoG`Dc*CuxR;3dgTqZ0UE@Tk)4+VNcUS$wG5l&o34KoRP)JEuLXA!2Z zk{;HQ*+ld5mq(k=<`No1ah!{+xx{Qb9?>PzHINpaM(A3rQ6a=Dt-d}K<9Q>W+|W8Ec$-O%#hXSYg;9FwvF@$yo_ zR4qZ)mbHxdI^=G4fL2Cu`rJRqSSlk(lY*J{6Xk@>m!#vp92JDUxWsDJf8_+X)tmn; zO)7|QGv4nr4J(M+#;U+f-3nsejN?R2dIhoJ&rM&JVR1nMb*gyV`sUVa( zc7AV*svu4^^6JHfR}k-`j+roYUlIc+88XFMFNvLdomuq#Du~I~35V``R}iijy99VV zD~P5F9x1_l6@+7S{WocW3Sz&@+DlpG<%I5?L#uw4l@l`GS3g`nS4Pl9-&{_l_=nZ? zL|SwiQ8}kre_yGLI3iw$M29j{u;IiL!a~}BTmD2O zA!qq?+|(XrYE|2sj4BiG;{?qUwX0p##>2bLc_JJ#9 zei}FvGvA`?)+ag=HHV8NLJyk|EJ_Y*9z9bcSj^;&rpcp7SikI%w!?LJ$~^fH8+{k) zV`B#-m;2yyUR0=)h%Y#Ga>`fh`olykMq^Wb5Zqn_`<#jlq3T#0-@hR$e~s>oDi4T4 z$G(|pf3BzCzRa&{?i>vrecknSMzL_yac?5G#v#JRNAu0kcx0P2cpQ8Y53j=ZP`wX{ z_{Gz>F1;ZU)xJ&pM{AN0u&FTh>2L}r>YrErD@j4>r#o3!b6(&{*`M`~;!+VPUOi2> zr0PV~{jaQc>1b%0@N(D8Kt$*h)3aMM;kCxk6mxl_ceE6=A!b{;s2u#rX7%&-})^5_A-A`{XlOjJ^DG zfzp>sV8AywYqP%uJZ_g?37MAS$?M<6s~DyDVV4{I&Y%q3pKSMM-Yv((#9+M3VmZVG zRyQkoSD-{9dBd5r6%g=as5;j%Bw#qlDn57am`i0^v5-Z`p z)300oZxs@JKJ&PLu0pUgfAHt%YB<M?N3 zxODJ&J)BsTt}x^3A*ZxO^i6y{CRHlw!wL1E8MvHcB-VqoZkcZ+djn?E#zf9@G(h)7 zkmDN82H5g`v8GXcH$JT*+TVa16D3D#DC)E&XJ4l`pqJ+uha#f^nSq%WTa_E37Hq`a zbf^)6`>zU%sWhT~8}7b|X4k?r&kbHKEnMcf*%^O~_@xyhqBT346cG%?5im!CLl*wfV_{!=^+ce{dNw_*=sR>ceQ}kC?nz4P#Zhw(&GX}m^CW;(x0d*$Z zwEk){igDMt`&}t>=;&WTM-~}Z~EX+D@xrS zzImhF2D2DutDsgJOyA632$yU}Q}i8c7m0Q#Z@M~BAl{CSvaGB7C>{^$nEoKvj-cLe zNt{pH5kn3nk4Cp+MCDC#E=8HEn)YWX@_rZo!n3Lay2_(p^|(4P^YG~-gOwf7ceV1e z_|^f|%Q7e5f9*hCXn)SmFC8d5dM#YivJ>M64@JkG??l-TtJzEDo#6LfYjv`_6JI~x zGwC+$#DY}Ik5_e_$Sm);I#k{Xe*sU;x%e*RY0kYH{k;ANci(N>cnmIf?-G!$| ztws2ayTP-s)HOn|2fChqTNU|wu>HczlPugl=t_Td|D0M6G>J3kza8koqM<(d&Y=gB z8+-T@Y^*)_Y)pw@>;(^an+?R_Yi9y~my(ub29_b?x{_Mzs{rWYI( ztMv}Pebdqh*X}HnX^I9rR_1=)psptjO?9$RvEF>tmN}z-EQRjmczmiK%dhOK=`!rc361x+HjMs%K2!5eBmL-V zoGeuu?njvHHSSYlbQH3c`u*EMhwZwF$UE2RxX7#hPfC=I+_jUxS6-u|y|GUJ$96jG zYnN(YU8Unx#AXpWBI zkrzG@Kj<)aUYFjk%s|+-hFGWl3=Hq7QuXv;Af$FrV~z_071Q5C71oik+j8wa|7sF3 zyH;doa*|lHci8RcauUZPhK~GVC9&aqQ8lXpiT=zp@_Y42Gz4qx7LOw_(^+?T$8!>S zHp*(&u_S(29(npEhJ@7Mg75!(uq}(S5IMqxUccfx@uN)aeO_z5TayW=wJ*;d zIL5^Cn+2;hw3slNd&aJ>&BXc?CsEVmObj=-=~(G7F*y<9Y_H42{YzE_clDS^;$Cgz zr_V&sRLQ3Z111(fyPZorL9M&p)3(8oi6z!f$sZ?~$nia;1tTUz3j5Dy88g9>^yHJG z2@@mC9v<@|65<{gOW8_D)U9c_9bZZ!aBFyvcsYsl=5td~6(rpKH~g7-Ng}L8nNX~v z#@*&@u2oaxr(K<+2@-}Yw|P|5kl?%+0B?H|W;!-D(GDd3oL!-t;YcE7?&gWonp^19<+b-APZHf`H!P3cCsC4h@c2nD5`8A} z>gT*kbm_|LUhyGeb@|NYTMwxJZ%HcH!gvO2F zr0f6^18=Nq${tbkpV9u>7)U)=WmG8rF^S!S4{FDQNL<%^cQP0x!rhFdI76xDxwM71 z@Gyy~{~mv;S0gc2emSIHodo~Ib-l+TNf^_wANzWQMC-QPy1z$BIA{)~a2zAy*Iy~N zUW>%6oYYN0Z4v<)6RDENsr7Yz`s8(}{my|fo?<5I{nW!f3QzRx+Tn_jek=QsOrR`%(y=N$I=DpL@ z@9z|^ylFzsJN|j0BZEY_y0Sn`CW$DIt_#Ik)bD5Ik(*7u&%Zt=jk6>&J_&?o=aS$a zdF+=@qxR`ywOx50338}jt3IDZsz`%GR{@ET=oy38g_JJ|LmuOlUrxfg+%v@_TFNDc z7bwsCq_&E1myxi1w!2-B^2~mXKdS=eS>WQ2`3YMR3l5%FZ7NAjux=(dU!(Rf!Awc^ zI<*gm@e-;xNIc20;?<`-8!0v!HlsZIVDdA_hVtyy-PB%3%CoUU>lg1)o;fR;ia(@0 zV-xzO6+wBXwmsG?p7N|lag|vn<(X^0jb1V3Sp#dFN{uTC(LZwg+9}^|ov@H2Dc?G* zkMDm+`Svt~U2~f9O=nx}+253J0YM=yY?NmX^#178lxG&|x)qx#&&Z}tL!y*tYSSSs zyD885^EGz-M|rmO{9DZOqP9To;Br}(2v?)2gjXWZZdLF&y-EHC2 z_w!lrGb4h;n{n+`?LYBnA2f{1QIHViPmO`RGv)P``9{( zgm*o&$RU~fKJ4}lxusCN|9*x43lg11-m>AT)cWB!jN{TsB(dFg%SflbbLG#^izv@_ z1n(&(D9^?O%u3rR&s@nvVGPQ%hOHdCMsi57>#w@;k@BpslSTgr<(bxx>4`3|DE-*H1rTofpydf=4`BfS5&Ui27mzj*GiVBs-R_9z#)~7t{aS$K6 zNqMGqPQRpq@+^Dpz?c8~b+6a;y)Tu=eBDP9Rcc98)Cvz>6QlO!r1mK}DJmY#_#!Mz zdHr-WNM@XYIYXAPs1FS2sq7MV`pCdISMPm#JOd(U*-R4>8Blrm`5tdF1EbG^>yM-` zP*>o4{QL_BXiXfU*HRgnmJIxTCykmXic`cVovK&uQOkle7}%gs?~Bf4Kq{^3YeE(S zcSJ7kOv`3qWB8totQ-ay7eDgQav4~f+@(@LW1zb=z@#LPfi*Fc4wd-~$c7L+jRg!C zn6)Q$7c%hWfLLfVRp)+vI}tQd%)mCukh1v_1{?*>%1W0pQ1Y@~H@BRDk3*fiM_w}U zW_#1v34(zuyAp0#?_%H~v+m=R0t2LWHMclbe~pR#O5R)ycx~IZNn?Pj@15ecjtg|G zpa1S28bwFrx<`UlesrueWl<^ep`-HOMmJe4s@~g*ZQfx)hfHOQwXzpg_cI$>T5RdK z%vTdu^PCQmpW;t#Ptjq(WCRw4(!tdyo#n@V_x*Zglw3_OSbC)6s9m`(2t^x2J-4qpBwz3Hdu$tAdW1n3Q_2^K{6I z?^^E8Oau&A2vRx@h1%Q!NVeYaq?{+ zZX7G!f7zEhhfV7#RR#2+!fDsn+Mqt9ZEWQBRp^6Gg>Sy_fj+q1(bEp%>7)9tbB1$k z`*5MQO5iMCAM_vBDXjR^i#=-Vlka`$MZ>`cHmj&!j1Rs3$r;lN!DBt`qYl0JYhDmh zeY+PX;_7RJbbDdu7|gGBq8HU4;)i7xd+=Y?Oe~GH7q(#`tS<(7KofbZmqDFhugg|E zoFAvov4f()Yl$A{@#e@BUGKpwGsY5+b`OS?jbzmgdcYBFVX`RQ1G7H8Nxr>3h#m0A z@M!La)E}4U+daCGY8&~<{$V#N^i|C#&<%;$AM*~!x}iR_>&vsOF7R-kh`(3Rg>weZ zO@cOEsM>s7sK~Ah)A6b0tqxuIs-Md|x3ddw&Ku+NCA%;;@Id)vU?=8Yb)@HnbV6r* zKwmMU6PF#{&h~0{;*wd@=Rew=7@l&DThyic1atO(Pgpxq5<5F#y1WzZiV>@qb96%V zRfJQ-%1+#p|IN{Ly#p%8?tkCw(1Fo1Su@|89WY3>oov6|0kwH!V~#r=h<@~RnX+pK zp8ZR`>L}Ym<-4lxM7a*Ux4kLZx3>eE64;kkD0G0!#Y<6je+Mp{VN3k=iRyPI3Y3q1 zX-8me+mWo9c2uv6o)Gy?QJ6nJ?9hGg@xNuF0^oGNu(VSsd7$#U$HL9+7aCUwhbL}Y5(@< zv_Y_8#h{#i8%8rm`~Nd+gVEJyiv+GV+`9ThsAqK>EIWqgwykZ$r8zytunle48suU( z*4c`Ar3j_s-c~F(>?=@KYsHuG?QB*@ThV_w`+z5FD;}&`dFs`QR>%r-huYP);F2bb zV{2mzYA>*aZ*6M1f$UYs$0B$AxSz_AhIO-^1>^yqwKg zFp08kp!#n8jzI5kK20#%mABNa-h@OK_Uc;ACOn##ERQ+f1Y3u15m&jIpeH!p&B4=z zijqdfLjOj@-C!{m3T#A?)s6#h!HtMM_PJ+FuMuHwXA2J)Hlj6%`%bh`Bg{t~9@+6V zLQ4P4>e&$9+hUi0ESV%C6&zfPS;&No2R`PH%w+Z%ArR7&>Z z&IYut*bw?gvH`VM+5eSi*5jJoj_)3{daU+x9RKE6kM(Z^!iSyfL7&c8NyU5nM1{V(lHtHs)r)*IdIY9UZMw?5sz7N-{1%)h@?i$y^NxeE(5IQTjs zx{jq5Kj!oA?p{%gKRcbxp10Sa|G3vyt*{yxC$KHe3e?GMm;GmpP zE<2OJTT_-_?N$W%RO073t`n#~M7#FDiGb+ms5sT2YDB8Zqw-TG2`jT6tD$$sJNOeTM5{ZWH-{;T0M6y&v z+x$`mT-K!I2gX-mt>9ExeP=oJD_jr0zFv-9CR(g&_senc=}9fM?d70VNH1v^l;Q5@ z)v}QmWmr{JGbGPah78|1^Hm9@P*~#-uHRdNjQNYHtKXI2D*5xKw^s>X*DL5&?nHDv9 zcp`pq{MTO^Hu;7=zQmP>x=3+J`>MQSzjeOLtu&mX2iTY!OHV`*O=uk)nz43USN(E}aOyDQiw$ z`9v6s#kr;^Ct@O#d+DP_BCZ!?BR*31o$)>0eKiG&YS$$Aq+dX>G4o)w*bDsWnTot%n})DQIxChe z)6jLV=EN$YbSx=cexk*fj^|M;_#XfO0RR6KS9d(t-xn7ulpQ4_TiQZVI7UV^ zP>M>(Dr9Gc?44{Pdt_%mgXeJ{`|&&v$>vK*3n`%7jr=brPv=f3Z`_uM$Z zGaY)l5{|LD{-tYH0&a)Hx0RojP}y(2Tvb^Gp3^2Tr=)AZr+cwBdZ-32eN0;HcvuUb zMnX(dOD|w2m)_=8-8xu)P73;BRS#EOc+1A19^PhrDn1rg4@Txe`i4mjpy;x3r@p%Z zMh_g94P9%1UV>4sPe>!!pSjg}!lMa%=Z1+IAx+S_&}HIe)eH;uddzjyW>CMH9F*}C z2fcQi|HAC?(C_tGXwCo+Qf@!Wesd7uk@c7Y+cg4k?_gase@1}bhBo>683K&fot*xZ zOoT{{m~Un}Es(3h!~NX11=5p!N~6kJpz*v(`-hh;@HSRS{E0^^C}`hWVBsYJ=doj3 zBS%T_>)QD#~C;EnyV{)J2g`J%#+aU}@CUK%)#)*{f+(cJ#D8Nusq z@dw2ZQo!A+(&y0w3M8G24|w5CfmIil!)l%sU~c*T;E5{*Ou`@Cv}vWl^)#Ji69)>2 z5hmICa1;<#)62@(-41)By)C@?+kt6MOI3_`J7n^_com@B4w@DfMuS({;ojRY>yf~A zaJ}265L(|31tvue#u@GKi9fKF3>|Rfu%vX>nGUE+ZEslA=zy*7waf2zb;3LGpFLHm z1434df-NUI;P{Re<9imJ5PUT&Z(Beo82z5Ni^}N)gVMvrOA=jhDM;*>n06Oj?B#Ke zx9S3?`?J}0Z@b{Cy-vy6&o0<^awvLuM>m)aTp?CG>;|@lRPE8=Zm^cj_P8g?=sWik~C z@ZskkKBmIG1FETPYuI?Nh`l|H3e6@Fa$map0H-Fv{yDb~EFKh2)bF4{ABT|JKNlL* zQg_OqQ>B6ODcw_D$LMhA%IEyGWg4tXt_7*;(P5p5Qs?)N2J+7hy*#ea;lhX7Q`Za` zpk*lg_DmH6jH%68?OqJvT~jiPSzv(R+bWAQR0f#)@BPB^w;!@Khgb|(`r+5@zjbMg z{U9{4G;F%i4;JjpB377gbN*7E;Zi>w;^GUo{@M>6qQ<0$n7z^zJ)W`F56QxPp9_BU z!_D&}!m8{2kogRcuf+TceOfOaVIF{})K4X@WCq4p$#+bh3`i-SX;H@Fr$0I?Fvws4 zr7N1Pb&vsPI^rByMi}6~YbHlli2VG8AxWpQqYZgg>Q7w zzVRzuIRneruH$=hf6?J`TJ{IVIvu#$&dq+`q=QgFyP3ci9s1Mm7@uHbKxu5?X#-{k zI4_vb+-Akjair|jgB=WbYmgfs&&GfcjkAM=9GE}uM_=%}889}~HPz3>fXYZf3xI<#fEsSUR|2d9%Vmzx!KE)b~@vPtV0c$?SGm-ZGx+XOS z6bn0#^=UA`r&LDwwI&0;Z3r%}YBS(5sgZj-#?D^f#FooDP?cRxG=pqJ#RZ*L1Nu9e!}|-kvU}!EXs6^@ds+ zTuwE*W8X-Fm9!um7Ca5;uF-o2h%{(jYiHMyq`{de>Pu^B8fX%0WPD|5pmJd&*0zHN zUk065Vh+(DEJE(}-6J#**nL-(n@WR}{AzZt6ErxwWm7#zr@`TSCqMt}r$M^Hb6xI1 z8XP+jU=uw=gQ!tonXBqF5bAZL(hX=(*_5=4Y)b=6+il#tT>9X7E8#D>zYk87>;KD9 z>x0Wb)H(P#Xuxy6NnNIUQ5I>xKu7#HdyE_wKoiyo#-$Ff< z|Bm;8cA)T1W{Ey{U*Br`CbJL5+;}~1Nc91u#liEod>?p<&a}=P?t_7=;^&>x`oJ_m z__TN^HhyZ#``J$_sFhr)o6ZZ&bWbQf8sMgaUvuXT;iFWLp|0-9`_u~}#o_4>bb28% z+>&H(-V44n7bIhOd*PDE?Nd(}Jy5>-UgG`n9&i<{adcem2He+C#cu8%xR6ycEjrN+ zA+CHjUyZuKI5S@Cp>Q{ttc8i4|I!5-_hk;6I&}fW`%W&acY%@ui$o|-7YsM>2?##! zgd^;2%GYjog5j!Hw1Iyoyl^V6)zIvOJNLIV%IZ5HuSq9Y!LtKAMrBCE{=l1;O3hb7mL=92yGu-22~a7(Nm?oMe4 zPD-?cwfX8*4ViXeZRISu8&84M$zPi*i4<^nuCekWg#x+lewVroDDaoK_nq2B3f!WQ zQ57o%%Jz1j)a9T+!B(c7_m?(U!?Q%zY_`GQi;rU@z1l$bj>c;07cxv#>_6ep+y*By z9LE#CkihJ^$>(WrtaxvU{8?fq0Y}MNB*Ok#+*|n(&(&ICnVNv+zP7;l+4(eq`*)sOw;a}j#fa*RROiq6F=?uYxm5a)DWg|Rz z)avnSAHah?-xJTqbsSheDJ-%b$ASFa-CJFw- zJ^XsBtuCZq4>ddbw7(S8gC$=_`_+B=>KTLlb;puOK))YXW{wGMCT6W{^3Zn)+6|8IZ`N6J7uZR-DZJDxNs#bY{uD zM8tvbH@BT$I6Q1;7i$ab!vlN08-YcZ05`|kae+1jILws!?oa>$PP4SU&&2-S@(T$! z$0dni>FWG#*qH$1Iv@STf(eiwcXE@@nFtES<27UVh|p^zdEM#`5!zRFpUt|4oomwJ zad`tGtY2k6P6vrVSDeaS*++!cKlfWJIEWy+J4N@*76F=_2MKq+6JS^1 zZeP)_1kg2)`i);Az)qg~5${(CQ2KF)K<7UK?3+opd5f*DW?z&jE+oLqAB|(9V+0WR zdMxvuI1$2RiNg27iJ<-3w{fYQ0GEEmBnW8`!A*98`GOV^;-sUJMXibO`;4i|%3A`c z+$a4vw?>4Hosw^wONhWxeROmiwl6=ajIXD4h|o0m{hA(z`$TVMFo_?Nox_2dDc_yv6!8qa-Ggv3x+eFJ0*^9etz)sgtcO(Agdrk)5LDtdQfdXqy~XeEM79EK6($B$w?KW*vVe688EgtB zhcaH1;PglPrGXeS+!VYhSj0z$aqoGFY}Pi&7COTGQjr2}KcoY$%VGUa1lc82iUP4N zH>A0xDPY7*RcDo@K=x@E+K=@^L(59~o`)!4aBW(%_b3GhSTr6~p8S8EvOc9SO@{oB zUH!yGG8C5>qvPvjaNEch-M*s@b`Dl$OVLRX+FcqYHcSEwaaTpPNfMmBXsW4<;VT}t zx?DI%0;zV=^wdWZ)RPSw**;^qog}Q3m$CWG5av7IFrCFCFYy-%^7B#*S~p1$J!Zu+ z|BnQjH}^6LvXbGg>!#v)HZnxY4ilnxlR+R+N^OjX3=f?@Kg=3#g>6=;^MA)%Vd44{ zZ|mt+c>14|0e-d>df&!1ZM|=W1AJshm4#N2GM>=B_oWpsH;8#>thR#Ct}e08AFWVh zxGJ-}-U{qmVu$x`wZbkVl&y@_O`$5u^m98%@cA~)Mw5dC?~E(^sjG=lMF%Mh>vWo$na&-{-(Dr8G21)|EP=J1XE!nw z;w3nOPGbIIdwul$$bjtQiGG1te_LD!RXTwNv(WQ;cF$$Zf zo|jII!_IA;YKsy{a6i4h_j3vfoNK-G_hpiR{A^+JTn-7ePLq5+@<|XYR4<%YjM>k} zb& zALH50pC*6RF`nsnxCc5dlEAl&-zf7dmj9>0TeLL{*CD{mVmwPdQdsyG<5~Sb{`7a- z$k69BXPwJV1}nF<{&)Oj7=2>g$|^yIdZI-NC!q!6|LwsKP+K6B@3Jjt5fNt2G27YH z5uqZVdvU0h2)o`}{xt3)g8m!H|7aNmh}Pw@dYVIkMv+qTOg;fjM&5;Sln}sw#r}pO zR`+yWrUHMyA;R#@E4&Nuh~O+4X)M=7fYoqs>(c}RfM`FHzzPvmbA?CGeJ8?cw*Ia2 z-2|xFn)r06p8!V>a2?lpLx7+iueO=86JdE;j>nJ%4`=riBDjk2uqk9QMKi_0_5~NK zc!US~wsh45865Zv^9KIr!h=_G?zwScJg}Iaw7p@6hYE2krwbD}xOc@nEF&BT$3yxp z#IE6Cs+7k`-2e~XNs<=YHaO_>_u(`3#Q|%Nw0U_&Gsy0n%$rKWLB?y>^BW;Jkh3T` zGLF5^Y=P@9l~{3rb#<1$7C5+kic>{900;X^EERWO#(`?losH&^X6SOAKSUmHhCvIX zZuOF8nCd<4)bP)1Azv*hK1ajP$Ko*^xlz7sKW{M z#GTKCt|5yGe28;|US1Ic>_lhC|r@&($yL{xCzSaB~)GTOaU%ZqX+3Dr4i2wuFEjQ(&6 z9+LT(ib$spiN9n?L&iD*KQ2xtqi3}{!`lvKqH2c?TvSXNqR!tQ{1=suno8$vw?(C) zz|BNco^$DFq%3njX*nGY4!CgU45uNLEW?K+%&v=t|Ec8r6vTAKH#k!>6W!uksQ=8D zjg-uM&*bW5q1~sh7HF+zpgR9!jo)rOMdf8OHq*`7NWA06i#3%z6w*)2eP~sH40|_3 zTBHk6pai$JuzV3}i0ZY-eO817ht&>NDi$M^&B@<}1tq8{fjsr^YAKS;$)tx|C`AJ) z1bu~brHJ)@%Yp0ar6}wx{&&X15=8iOc(3-hVsv-+)Q(qIijaHe>gD941xQ=BjYH6; z0Ns@s+oPGFg>@SZhO*H?C!%tF8h` zifpOq;GXV&-}xtqXMpWvsaq0qUuu-h?TtbESiim`(IOBvyg=kra15g4F1jfn4o8}= z{$!oi2}3884jh;03POVfwtuA^kI-PY9OoCYK*XdR5P31sAG!NoIy3Uf7u8j||^E#L8d;C$z;3>Df zF&`A-y7TXRsuv15J8LO0<%g`Z7p@&S8jP%MR=2u>0#MS+P;0q2k5H0`XGNW}CmPJr z=k;`rM1wPWybr#5B4bB!@`>3Hl%!E+H!By2X8E?8`u}@`3IuBYFgf@kcX6#tF>(PY zq}_EvmDvrI@3t9v?eCBFl<8j^F7iP~0$;WUE_)zJhIp#pNna!=s;RE0aUZd~d2`EI zH4u#jZ$i;BJW+X(Eq8OW3*zzFFtfYqi=@d{M|YNxSW&+o*uMebD%+ErjHwaW%<{i0R*9Re2*f zWNl3)g@#)L6V;bRa=RjE;_S5eci#u5Kc=&LE1f`me_!QpZA?F?Mf9-Vj_Tyk8pp=^ zfaUy_TO{`YbJ+Cjy`Xo;0>rrPb?uufV)%ob}VF-^sf3p2!p#ri)%#h zNI2K1KQbDW45W7P$YDk*B-|1Cn4g~v5$y}oKc&;bo5w@(U{oI1Nl6azbLN5cki4e`W3!i4NbE|5NsWxwXggXy8ou2 zTBSr1e5dRomnkMe^@c9_{kbHNR?Rn?FvIk&PR9m^BOS@FB_=OSOl7Y|gNm2n zDi?nY5X#o29w^1YgrxhKDKkvhN>@_$jREu64{gp_F_0y9aqJE;1`Gm;9Q;!;z_t)} zGi@UV%AHmY>=TZKeOF4h2G7Pq*DcSDiKb+@u$6lHVRtfkv-49Ak6|*S#`E>ZWKj7M zJb8XD7RoyaeuyOw{326&^tFj8k_O;%6dHbbq=u-_9wtyhtVq{Y6)OoeX>5pG6AwoM`zv#W0Lpa zJ%fS-h!MHvT-lxg`;OXivA;_IYML;s4eMi=c&uwvBl8&cT_0+g*Lw`Vxy+b(?mmVX z?7@+XeGJsPU7Bi@k753aubwUaF_gczO|M+S>?@SKcX1`czKys~?#B~>D%rTSVVnqA zLUXhnuS6j9TXB4Ung|B7v6-K#i4b#%*XqR1CvbO#`R3OfPr$tI!!v=NC!lmK8iiv# zp=@$2B{2nn=6SE{N}nvDAX>ee!`>Pwp&?4+cWq$SuV!}pO*{@B9Rh< z`|SYY(}Sl+jP5~*$Ga-NNPWaqK2A?eFbAg9?x3OX&WP!TSn8LTW{9Gbb@ylN9boGJ zVLexAfhhZOhzY0M5YrZ`T2F))V)Aj^ub8HUW~UwM9!uUs)|cro-spOxL6)O$17G+f zWB2Z-a=U}kZu1RqZp~2iJ67EKd}si&E90w7mJ3A#e%UIw&P5^CE&E`jelNrqqQXTo z^g}L*muK8}halJ6OE>dlyiu^iq*;vSeKcL}`8{9OAF;Ao+}9coKX#Hy)HT^$3FQK zO-r*M7BI+0Ty0MMi&t_{*qIg4;;LN4Qy^-Nt0_c#D(XI*`d)|vilUXbt`(u$D34Zk zsS>1@l3SfcEkQdT&^|nPQi{en)i0SeJx8~PvWgXI%Ms&2q>*7@Inpec2xm(pD(F@zXWVK+V!zV< zHLEnCHirhs@Ow=tZ)0!Aj^!rA;r)-9Old;dvXbhJKbw%Go9L=5cQYE?;czXKs~P?L zro^22s|nHa(&z05n$We8r}jbE__Ni*@#VfIWSzlDm|bl`%##y5E`?2KimUhIhDj4z zDm$drHrIsaMOio%IGT~BpZY_KVJv>k-;wl&CbXhcVBqrX%L$kiwM;(<{- zdeF1>>HH8LecxVqc8?Dp^|LoWNVmr!r`L&*st(PFM+moUr;W)8OED(zCiKiT+f+Xm z!&@e%==Gx!h3H4`egCl$<>GTfpQbmW<&}f>8+RK~%FbtIf7TmNiFV!}rN~A!%aZi) z=+6e!;G(vjC%gf*bed*+r!^q+0sF7h_y%O{-!~t!)PP(QYK%-28j+fQZX+LOBig^; zV#~~@0TmSVTMORCr0HO}6s-X{9FhwXY-vEd>wl0cB^yx49xKmt=?zFEcPMu3VFOB} z^E`UC*nmczc>nsCHKNE_Tyib35k>rr-!z=X{Ort__OD|Nj(Mc|4U{7uKkR zkfA{`N2sVMQKHg-x+xMBp_EV&DH>c-hBR>vrBW2aIc6Ci&S1zn&ODI0fus_JkiPf( zYyIB6*WUYCYdvdtN4U)_&*4Ih`aK_4=`TdaEI0MCX)?O~Wv<#%$T-AZtGhtH2&Okn zjO(Q&i=LSMdBzU&heN#`S=@?VnAv;j`(-r|$LHsJ-_`t|?7(7~Y>DW@fc|&h=jOSsm%@NNU-*ol}|fM!Y;+rF#$d#WSJyy*x^OsG@I9?>P~{D z&V|lVR}!3JlLL9qBqUX;dXpVVc*?c#yt9w+OVp8}Q+rA9o!sqcX-h(v-uF^D8xq7% z&-=aKLV}-_vfC?j67;q%mozXXz7MQP8(B->dZt%kN$_cXb!PB#4HDA!aQwOyNtmda z7ZWvygqe&1qeo|nyk0@tHrKTf`}eEm1xFO2{aE;(?ZHL3bf`-Cjb9OlHu<+aPAdi_ zV&x&N|B7*$tZ@C;{bGD;7qqq9DMqpLq31m@#fb2|q`Nt~80oUB?{oJR;alc#EPZbg zUh8jfOSUaSfKRoUW?h8RE1%a}nib(}@l9im9mSAM^7^-{qX<5}ZW|vTD?#CMx%Xj< zN^o-jOrMSWiXmK>cQ*4tF{HJ_tP*|~;g;OREl%#m2(FW|&JQex+tlRakR2s(c2P(O z7na~zcGriV!^NoHD;}`8RSNav-02W@DT0-rTsH_P!6S(^3J+>ap&o*Xi*7b8LjWi{wcwk3uKeuTS{Q=4*{}KAz1j*~ zIvQZN;Y$Vjcbs7Al)u5JG=;>W?dZeKm z&By0GsGF+BoV^xjl?G~{^&+PD|-qqnzqCTchw?-c4hBBZMBfiu57&{sD&uYvWUg5MF&aW=dVv4I2tFe?ewgJ zw|sZc<(xWfZRg*p{$7W3Z)Tm`aE$^|v!(023lzvUh|(_QQQ+flb^GOe3StD+&(<8H zqIsw;{!SznouxJ#+n!KC|9G#dbd(DAXM6F9VJdzpI>~gNra{N=Ec4h#8q7BuU#qI6 z;rpG#*#;kI`1bi)>gq2vbSd7FdY?$cb4jW0nj#uHy~XBnprQBj$cM5wG%OuhcT4sq z4I{CA^vatwe2h)X>fqDRL%u#R{*DHP=wHin+G!|pnR)!tGaB^1|8ufcM8iqRUW*Pf z4N{SIoOmTVE+t=nZ~21;x2_2NcY!pN`)k-dB&78Ix)>`+9^6=ej0hSYybO*0l}tnS*0Y}l z$7twYe5*8c6AiwbqeJ*dX~;KrdJ$$!!%Oob0ecAzPC3=Tb2_P5@XPn;@jfc-mAlGM zQ>c(xb*y`$gNoWE$+YyDG_WJu8i#&T;c-rHx0OB(1GY4!8?UJ-(wn{>{e_C`ovlmy zzEjcC%dY)yMnj*+(1C6%sTg83EBUN8Ij ze}65E-*)5>;g`nPrZkU5G#I|#DWgNB;$Do@d!rLnoD~=}8jn#SYTl|U8A!#Z0|SjQR0pd_4^wJ!jhn zHqelp;Me}N!YKi=jRFnH& zi&WN=oL*B3(p!&H5=|($XCK~v%!mSw($gw!D=Bc<`RdCnO$zwx{%(R=3f7ubkXKhz zpm&C{&GZcg4_+jXkjp5@Q@CX6S3&{n&4lNUA_}@^=D*Y3Nn;0gpIwX zpthmcyeo%-0k5tB`YQr&d2&=v76t!GoivSmLBUx5J<3KKDt3;qQ&QeWMeK;$^vD(} z+-u^1nP*Kr%B-&nuihteX!cPZLpme3>o%$jI zkDhzDlspwHmQ^qMDNBW7Z(3%DG!^?c+_Y$rqC(2?b317s6&5FQB2(v5;nlCVCUQ0v zRXv@pelw}?Keq9vvji177Y}aSHci3&0N0+8WJe=Y@oePs8$uqn935AELGLY(iP9c|1Y{1REUdBs}- z_xZs~GK~~`zc;#hl1@SNL;cV`Dg|fqC5Ab56cjNZJgo!;+4p;Yz99IuS!WF;x{|aGmIDoft;=g{KGER( zzT?#Y`^uTd6elI3&IaxJMxEbHLte>nfhAEVF7G}@IciPA8lA9H``T#O_gTYpFVP#(OZ9NYOs%(zd7 zXMj(YH|Q|v?|b;Jm=0SHgQ;(`>*3$}ql@~OsQ+TK>_>~~NL-zLN-K_zO7&VF}2rG+Jg=j}ns4GfFodpL-k*P;%*D z2TdPg#{`I*3;=0dllX`5~E?&5sT94g%&JDBw5bH%B-K94-VC(=xZ^QBi zy!w0e&e4hnEWK05k{E5k`G}awJ!=|avdVs2TTLU*@B-&A`QC_}u!d{PmNh{<8701# z)`YT8uR}6wn=s%(w_f?72@j+L^v@rCi_E)sgFhO)MOfPwiHetR@mR~Bc1NcfYt26V zXYJUGWXW?HrBTiJvSLy+Cd&Zd=d&Pdycw1fDQdPG8PN7yn5TV(ftZY0sRIEFaLw(* z`I1ajXuz>pf{EgNVP?sDnDAe@Zr0C-OqBQEO3J#+#Jrpzu83peb{vPf=r$A9d*n^1 znk`sMds}C+q6JBAX>GTcwP3y7ikUgyEtpz%ss3M&7Cg)>j{51=0t=lRNoO)!(BSAC z6|sqh9JP5@hD=z<2r=q<9l}Dc@my}ZKMRts+UD*g7V3x3@7lGTjmQ5D&ZH}`VOaXz zvN6{;amPkJ8wHgPd*p>|s1DEQ zk5=IzTG()-bsq=R>(Uy3HgWK(RHwx?f&*pW#Xdc*9ITsUX=b0}VDOW*{O)jKe??hm zPX-59WfWAO+~6SPbexEq%0cdM@^Wzk2dkg8w-`O;V2$zoPp)|!+Y<5{6!JaBfsd!8?b8?Z>XmQ^Po@ z3vAT-Gq%0!|&MO z_nvS|Y-fXRJK+A6&W0v=NuV^Fjrw^lUnOeUaG!d0ZJ12N`)Es?WhNUw5xXL*MQrG- zZPnh)WaGQp2ZN^+Hq7S>or1({DCRmDUUol{GKa14+vx<#)oz!>dCJ4ROKW={syoMI{0(P~sF(iLj zFNDU1hlf(yZUKQuN=e(eoDCCa4c#LI&U|Cuf$AhS8aHf6j079y7hCVlFJU8V_S7uX z=WIx5>JEieu+eRsAFoUB+GS7lhwEH6Hh3)PzentEl-zODmH3`COq7pJCUF07yXHmU zp9u6Skd7quQ2sHgfOv25uzLP0Hu?^m4l5G=tFLiwJWQM))0yG=!Iurni3DFSB3~Lm zPRv>Sk&VhVQ7O;!*-*MMeycEujm0|NDlZ9t8Z>=6D-K{o<(6L4>ku~D$<49hH`rKjHvK5*8XHB9&CU4+#QT+pyk{(8P#(CmQc;18YqEnIcAB&Bz5JBJ1|t8>roYplJY^xwBz%Bs#ll8?pWmY17A$c1 zX67=)gcT`U{*ea@M)8W~*Ls+cbKaImS>1vyu|;x^dYPE(eet-(PX?wo%8@G57&xO? zAClU}0JSfxE%FQl&itfa{{#j|+Zb~#-I_tEJefN8bTf)mF1`5U*NjQhR))7fQBQlO zG`VM+;ac>lsrF1W)K8{&zw~LwORF&%hm*|+O&zN+_iRRR%hxc)OFU*`$B9!CU8zj`<4uXDBolpr z|M*sR5);>zlMdV``a|aCIlL?PndrKHCd`}Y6Pqfp>g~J3#EY0yBO8f+(K8;crxioo zd+Lp~>@6mm?IXq~qL_I8;`@$)e~EW6^H|3XCdO4S`v|TvaUgQ_6gQlS{?!Emf-6jP zKP_=<3uWS8AKjjg5GEpdHs-Pd2K@K@GUf&{p?vM?{Sh_;H}zR(J6jmA+cUAek-@+g z3AF<9TL${72D?)li9Wc}@TJ`;CSundIJDZEiA(24x667Gd~sjJfa8-RgdQv1@77@^!u4flTyP@nEI66#dXR~?UiX}L9AF|&{O_VQ`4 z(0TOgRwg8D446KagkGE|^}uE(@&C5qgvBN%q85p@b~l80{d5%(AJ)t*F?s~fn2e!7T_(2H?0R-on~0a3 z=YCs)XY+aC(`yNyZ4KM-dMUxPXKMCGW)nQ?J)22>2qYseD}uvVVvj2dU4=rXBX zZIl7s<(8$!BMeOD_Zl7k&OrOzZV$r&BA-=Si$dQsi2u=?$Xt~cqUvSL;mWpPELF!U z;aLkV%ypQTlhOjII}a+%AGBaY)WNZ>dMxyZN(_FDX@S|R8@G)$S(qUzST{?Z1(lz) zfWhS~yjr&WvuGI$7jw(C+m^8Kb9P(nx~na);|1!TS7u>q!|A&{iYypks=e(e0yA}){ z{#z?zu~4|Ek8)aqjoz(Wqur-ixHZ4v?!mPz#O}G7bZCf$!+K6eq;o7>U8+NSHo(Hn zzqXnyO<9;skkgHuWI^XyasDqkHddX)q7O^ixIuNbrc+ta&F#I#ttaeJif+(oWFf(N z`PIP)L}_RRv73N|q} z$^OH$rV?{mrBl}J9uAUdcNhCj6Z2BQWYglET$FA;z9n`&G2iGloHugd;`3?eua>8{ zQ1<^DxHOlGZDWJlL&O}Uy42A*po5r??nzR|G zM_}rHujT4|yowFA-n)|z#h#tq`t5wk4p`5h;mgM)qun>_G#@y3(f@!CA1|2e45m-= z@pngm@N;iIXfuDWZZG5$^B?K02bqss8J7wf1$<}@I4zeK@G;yoJ$Dt4j~e-=GxIon z@Vv;?-oN-rPqB^98s_7W=;*F<76R;#-)}kNxB!0prw)HSB7o#yub$;$0$A9G6lVkr z;NI`j7+EQR(`nM)-K_#V{wfvg@k@Xbqt>3F0Rc`pt&ASl6=LxMsVjk-g*Z?B)ZuL> zM3lmHYx{5^Ze$(Tf65^CEn#Y%? znEQ%7;3C4^W3wf;92Mb6Q(kQ66%o!|9X|T>p$OlDyv-Kg5@APCNqTvb2o8(--}gWS zQ^&c{`%TF5 z#)KFpF?Ozg^3Ulh5scP7x4F4o48M*^;~gu-NYvGpo3~#KdQC(1!rfv7wNg89MT`r3 zHfIK27ehYb?XLP4#6I6MB;}D9j*Sb$nm>vm88_>d%Cc7Y=k8J1q}_^$izBp(6RmJ0 z@AR1!)QYWBE?q4Ft!TWOWsv^36+TDL_h~(9#hc?=9GEQYC?vE#O2G0fz`rxSg}XvrApS6VBE=-&365Bh|R zAMc3P6(h4-V031fh=*!r;et95c8m6YvCSjm;afK98zDkWG`zna5n;&CKkS>S2v4(o zpYAsi;nLOnkxI%Uu$fA;1%HGv`OmxGWv&S5iJQe672-*Zlh~w1h$j1#vaEU`N-a0Y zPIn8DelTW96h(-O68za;X+rGkTewOtM~Lmmy^8Y-gfRU6jZ8@tV)eB~s^JylJ36%~ zJ3|P&7YnvczY?Ozbev3%6T;`nc(&DjA>Qdc%sEsk#IG*Boj##LSg>mcvYr$Ci+$Ym zBU^}{?|)A`iVw+$AuM+-U38)4Xodr zB7ma|W4XgM0aE8$8jNQNpvqZXJo>Ky)t9rx%U=p$#C`s3<0b(XMRs5|9hqUZU13~hDtdyv2f)5GS_HiCEn(Pvsy?Cgy`SRbmHz9i~g{6dy zjTgPA6YDb5531jI@=&You`BZg4;5dAPuY9$P+IuTE{HgPv2ov*8Ao}TIW9idV8mbYN!5RHgW3*>tblIMLN>TZpt;h6pY)`7V+_WfAu z!;GO3s(W+b{eBvKFIu`obZN->d}P(`r4d|sr?V!S#!9hQ>qc!Fyf5$CgJ;w5ylb_r zem9NUoPyxST{OOg2F%|wlZNxta{*zRG&0Q;Pi~q)BmU&L_iHt1_#0pB^-?F#X^9`} zqDEuR=C#d>rqj6a>coFW(?~nS8Pv_5N~2M2o1Tg)4FiqUg>ou1Vq>DKSBH}8c5nPS z$~1EQJ%g(z(YQI&>h+{eG}Ig#_6!8kFt2FWZQVd)%^SfRP9P2UgKsh$0%%-(rCNdY zG{S~AMm$?bqk3zp&AqiW-essNXRV>Z*kAJf!fJATj^n3fe;W2`r|OTaqT$_s{nH*l z8dpz7i?*z!(Iy}EJe7UIiTCB*5+ z9P+(eh6~+^r&n9#t-ljD*OJn*6iaBFJQUlrM}~=GR_cFe57LmGe@tmnKaIEjZa=zu zX#|XOdJ)!5W1IfgqY+D(P`oeW{Ku9Fy9>P?^)^iOo}L<2wwMX!qWv}xt(j0dyx`-V zMNH`aUTSj7iiv4YlRg$KWJ1oqXkxV`6H|UJ&f{4yacRG!M!Pu^cdl$O9Qi`SqiEr_ z-=Ashc@(PGCZ+M=erbD?god=i$IsK4i3bsp^oRLO$Z!(uM(HyVRrox6`!gnPvSoXU z?=Z1P%eoF5c3c-o!-5nVW?P zpP9&;%X?ta&cwRZ^ACJlnW#6dp6DQ8A}QayVy_|#mU6wzW*D*1tItfh^O1?kf4^KF z(Pv@pxOGP6^-PSLVKU1MynW+A%2WtH)F7F1fY(!-tDIFx9&Tr-l5`L7R8`@NZsoJSd> zyHnZtq*JNUdy);>`gG6xcs5?DH_Y9}W@Dq*^_I$EHdgt%S3ms2hUNL)YN}csl((Ch zPTRvlg=g6e+ie_})Hl{nOXFZ!%#(=;PdI27_-!;O;J_z`&y*kF;P2qh?H*km*jRKQ zo2kmhv9Hf#c3E+8PN|_n&X|ibbFJr(4sv07t7se}gNve~Z60(v7iZS*H@^3Ti?Grn z%5<2E9c6Z@UuW^qbys0zmNO3m{wuSGwmigr>Z4Ys@KCyYT>IV=Jm{2+l~K&+;dku1 z%J4fptcW}}RP&Ape%Md1{yH8~7yRVM*6?tdF@PY^F&3brnjsmrQh=(((`Q}r7U02? zQxkrzAenCRab%YO{@Q;JHg6Z8tJtsqXoLVE?zg__J`&*lzf9B1p9Gja-Nk*&djW19 ze{G=NA;1`6#TwYs*jdS_mW!8!iUc(&|b6SKu ziF^9Dmy2-WU+gozw<6@FMQ6z}MDUH2yMB2{gqmyi%+I5n5ghcx`Icuh8ojP@dwrV` zE!}=W_Hr})rpjy&z1oaJ;Xzyhrx{l7Cl&bensIQvBxUjhG5U3$_~(-h@6)=`Vm(1(5RghqZ z_VZ8dIT9qOXIA!^NpPq#Wv!;O1Xp#QST9^9L0{suxEbpt5avag+&dsaM&-(ifhY+q zu2wbPCFR-qU+?B0lVJXz4_DS?OCU1x`c;!B!IqtBDyeTIh+F#in}4eW)~aD!?sZCV z#V*(Fz+aNb9zOarQHpPgIlE7dmqO5b=GV(8wYDCvd+31`7Dy6 ziJma+oU;_M6~lWwoTT8?Ose+xk|Mravgp016kC$bFD@f#lwzX#YK0VQhvw|EC+WK{ zzq`tVJU1^=Ex=xij>{LU{w%c*BcyJTwjElZQ2C~(fh-w6_E-2Bk=lC)#ag_TEI zHc9Y2h&^t|UxKIV;RUNaBv3PN$r)oo%2!YB9Xn5g(;8milV?c~I?C|mp0N`6ud4K# zDJ#L4y-(LBkbb?aITGggRg8^gX0u#s#CW8Bc)rzRF$9_aPLyYf;S;p=!}Sa?ly+!Y&o6d-PTjF4uDnGggc6qcuPKwTlRG$MP%!CWx?X zTvqpy0U>OT*ri3Z2;t@u6k

vJk$b zikY|e3L)35RFJSqi2Va4kw3M`{4t%iO2bkJTUzhcv2Fp%FRuzHlNDmX`FhRp7Xbuq z(f>}=3ZQjX@9?zS0{l03{>)291#nhzo#a(0!0LLpo9(Lw=x;QYob(q!P1Idwr6a(e z_5kAMSwr<{;hEwK3t7ly=~v|5o~nmZ2Ve2?)n7^%AELMC~CZUOXl;H zJHsX#IPft^#>ddMi-%Uuu5QE8d^}h`(opw=hwAjsIcLc_p1v0P;TTZ})3T*y7}ICx-=0E1(rF*EMX$A)t(ls2%at@s1 zTx|~Ka^Mjyc=+0zgV|&Eu*V3GZsT_>( zFHFm-WusG8&opp98>t4l^OlCOF)>v8l>0?CmfrZJ7m>gw=a!DF1`{^ER^HpTo5g~E z#@Y6>j%!Dm0qADWmx+P4U-uJriMJx-4 zu7CFSAp55RRg(sVe@rx-xtqv1(hFSgneQsfTNv`wlUo z_F8Xm?NKIF!tD3?9A{!z}xLx7Sdm&3?zK9joaA8 zz^hG*7T$frK#tLh-4k9hU{%x6=WRjqeNUK$GXwJjbpjuZP?&wG&|Gmm16AR@I}BUz_TKjt6yxHypJq@9A6u_H)ttiVw{z~UwcZnNTSHC|R3mOd;)b zc*#m53Ue9bsp0wL{sRfTgn1M)BB;f@xfC?soASr%Q)o17EWPoLf~Lu^`hzzVa#Hv1 zuP5)DD|TxiT|;5c^kUc0R}_{iznJy8io&m&zh;S`P~vcGwc|?)T8W#f%@Y~OOLD)r zbOHlkZT+$rknc{}XB#qm90Sh{tlLzS81Sx4I;=RBfphbxdk!fuu<=`zcJ~+t>JOay z_f4LG8rwBr_@fzQU$auwG>U-^X~dUWIR;+-TllL?mh^}5*uM{DNI%T88@WT;w{dE* zY{oDJXAgnwxgiQkX(h6WgA~rCx{Nybk3xzPQ(@Ntg+P7pNt^#tsOWc`zOJ9bI;%_# zuRo+b_+yH5ABB^1%KlmXChf5uEW=*Xz5~_|X7^CI_*6H3YBzU)elIxQ zi~%DT6HF9S_{->X+rEGSsqxZ-Atnr*S-Zt(oiS;@rV?)-BL>dL({*l!4D6Vho6F{s zetGvI^&^LZ|EWFaO$-=#BFj~sJC}i^nX(gS>of3suE7y?JqA>EuLycTJl-)|IxCN& zFlCy2R`w?f7O6YqMrJcG?xKrk`bXkGdR^|+2MQg!+auzM;|m)yw;pJuaBb0Uja>~C zM2X9GG-xo;@aNda0OCpO{-YY-w-i$2)Hb;hR|6|jGi>W9vJZ4jGbO(2PR|P0Bfh50 z{b;T6nu6eM0DB^FHfn$L1-WVp;@Bv+UgB)nYG1jOI7@Tc==;8s!qv0ltIsOPca_My z$r5L~7v7!TN_<`QJJ9@z_{yo134a z*KQOi@rkb=(%z6J;;W#3ynQY4RpIKVQPxSJzeDy<5pgzr-G#nQoE@n#d~%IA%NndW zf0j7gb)ao`0&%9PbJOPlaaK_Ebit1A6h<3OQ4VRPkkEIdb9D=a{8GD59^c3~`P};0 z;VUUm%DQ0rg+hQ{=-zpsDY&FM`D;lj$mM!2RFRPT(=JU@B+ef0o!dVsqOf0SJg-Yg zA-Kt|;+ufN^6=YPd_INhsZ){$Jg`1H{?SldHXU5N8F7rg|Yw6gKjo53VN8YEswH z9>m#~<)sfCh_feORFf@LI?;^RLByC%*nHU-hb)_$qp$E5jnb9R4Or8i=pdJBDV}WIj_&^qKaYI9ogQ zd|Lr=))`!`kWHNZc(+w4jW`>;Ke{wobx9Jg5<9ln>R5q`KVEV{znFEb_-2r zd|)6tF+@xGJsHRMZoQLlWT5lb*f)dq3{Z|o^?$!(fKERe(eajn!GM^DEo42@y>n@j zxQ+pjvnE}vTCy(f4BXyW!+^`ILbvMI3~13uM~caM=G;_Ucek1W1JzUePFIm}!zdlH z2dQ82ad2`ax&M09&Ve!p#va)Id6PGdy+7r=mECDnXC}z5vZwK5UQMF&AsRCO*h^cA zXxOzDAJ~*mqw|;3`V6ujJGx$_Ta+%ox()x?Q+|(uV}Q+(aMSXMPt5kK$3So zjev*j%iDwKFMx^S+Fe|oxn#ew@^zQ|74p8Wx%Y`~I&8+V_Hvr4VioFOL4jk4x*v{^8h7pC?sVD>QxxiGX*lZ&0j#gf2eVb4-7 zj;K{77&&qwt6zGFcaDpwRZcE9&Tw&U=;f*K$6N$hsTJ22a*_A4J?J-si@Km%uf;k% zjI*tBPMFQZo^uU4gJm{3@(|NrI;wvQ4*xFYTx%|riZpX6SOhs-f0E64vO z_eFlGPy55e*NFjFXZ7)LutVSXWiP46cHYy-9v(DijZds`KU;eC%mF)Ycfp z$Hrd^!>cy%VcYlb)6+mc9Lh(8c>#PdFEoAK6wgP1@6kNpI6gvxd%xQs<73r&Kbv_+ z`FIw-G=IVoa(|!UukVNW;3h{llpiGZeEe;&tCo-UDTS-_YxodRHE~U^_&CRY6}zLF zkD955E407yF--q?p7Vu|@6^|x$)EXXY#Z7cp&)=!eVq*C1$cYV&Q@u(0K>O}rd{(A zz;oTWQ`8Cp6u(}%AG})td%-oCw4DNo9?uMVvR#10s+*&`(*&3=R4MwCDnL`kx{R-< z1voToSTmXuKy~kIJ*_4I*644$xR9LJG#rk1CjSyZ@}Jt6ag&AM4Oa~RnjpmZGu@$V zKOuHdmkQi`gy>Du@m{@Kh;=6~_4;oY;z2@3!SW&@PM_uWTfG+|Sf?!EzqjPvx4Lmy zo}4R^puzgft^# zpNIz{oa~Tqa;+7?BuaySa#)1UB`aK>^oY=MU?6Vy{AL8+HPn5!sTnl^?PDkJZN?-c zo#H1+&7fo^G>m)EjIg^JzM1cuv8Lyfwj941=YO`zGp35c$(o)XttE!S>Ln#rR$@q0 z_avTi5Tj||^x4twV#GAgxLOiS^2nRzx!c4ru~dH?A1#L4^X)O-r^T>IJYK-QAV$p! z<9E~xF&^JPaiXzG43W-j^Q5<844uNwWRV!t=;kN)zlxE1m9=!~SP7;Go-W}}lHji4 zGI&mtfRSLg@tw5KAV;RZd%?Vl!l~SC) zvaUUfWK~J?E)9~!3mf<6KaxWCM9kv#B!dr?+fE>PbNJERjN4LdR7o{xK27Rb(_?U* zWVDy^Xr*IPM5x+IYmZ9dO$97I@&A-j`Q}VAB7TqD<0#V3s)t?_u9f0Ncd++ilB=#C z4&jmhv69~LDBJM_|niQF3*7{RO zzh5wD-a(I-Vs~ZRJ!y{wg^Y(^DqD!Zr}={^#Ld({N=6q25@_ac{$BE0f@~Nmvr8lh z;5gYS5_i^zZS)K-N)T$C=k(-~gq%B`TH6qpH%^ZSgaqgN zR;)M?B*Br~9s18)B`AH;6p)rL6r1YHeb; zsx+PKYZjxpY)KuDDTeuCP1fT|GES46%A1~w5nL*{x1>OfGd=sxyddLo*vL$43K^f5 zC$?8iO%UUfbnnRbt3rtMF9Yp%_l2+QJNHHS*A><5v2! zoQJ3eDtFgW9`gK<@pLN>N^7G`Di8DUQzx8`3nlvl$-QE#gNq@ZCK=-qF3L?4UyCGM zoS3|0Gq012?BAWwf5mWd$5F?(V+|LA;zcd#VO-eV9Aea~a>3uatt4BUiyW1&_ok42 z&i?=a0RR6Kmw7x@&mYF4qHHBXC2NZ$WG7oitF=T@gwSG1vZlTjtwc$i_CgVnNGOj= z_uO+WcReU1*;*tmB$a;i`|EklIdkuvndkj^X2!ygKg?=vfr9$o^7>;f*tWXS@OD58 z(w^8ISrOI(b?Gw0L$NJbxaGkXj#~>d#m9e`Khg}XZA(_X;5I|WLha7ImS$XO{WW)2 zQ8O}HFUw9|-;DQ~wiTH^%^0ru;J;>ZGYl+}%lxgHq5VPLL(ZWYp0BTYsm*Fea_o~E z>D5ih7Hzz;>UP_$sy;13^-vkYu!mvaW${wrK zFTTqlJLW|{9x+hvi=9TFVz8^i^@7F~1~2DMld9aq;MUpSIXkB^=x!TQidJVJuQj#e z(~t-oXH4QQm0)n`(Ln`Hy9oUqk|VSCiNL$|cOQS92u&>tT~@&&oO&^4eZ^J;rJTXW zm9K?3Jks4>Js^aVwcbp9mJkaTv|5W@6{7yF_aCbVLd-RDIJjb!5aJ{A1lc}BeX9>k z8wjD-o8b0ooDfe8$0Y>F3$d+SNB7S)0W`awSlJZ_P?(zSBp)L{`JJui{x$+ks|s8^ z)lmTUba%5?wS3e^YUDk06~IFzrzz3EM`DhceG!+B!{b_RUp>V~u$y`KN+BPVoS#DU zX+B0)%P&81hL4y-JK4{i`B?ILMM9wqAM7_1=T58T!Ejw?V2T?bLq$%WY3_WCD*EhE zr+6qi{d$}en+Mee$){3j9)h~v&&enAP%~FHBkBlw{w6!q-;M`s@vY{;$9ed6aMFdJ zCwM6A;(ngyz{9QQ`{z7%*Ae_SbXX9 z`!Bm2;d}m>ZRV;5yi5^S{p8YsX1mu@q^j!iTw`8&bWJ^|O-(nJy{w0$v!xQ(&%-{wsv?xBX^RY>82tYN@mXkGYV<^ux+arE1*&R^UmET`82Xy z?DgvNXn0PqRn;b{u~Tp0_7*l&=FQKRB6`JSVz|*}HjbwM{x;r+jjq$h7Y}-~vBTzG zTBR2o&s+@L=nZW2f9(2Ev!0DzzYA{OcW2|G#$lODu54TnR%IP_W<#rhvpaMx8@D19 zXL_z?BUfSeGrN^+B)s^#V}Tp9vfK6TR3$Mr_1HtCqSNvav){Wvit=8-@9A zziH{Q@nrYECsMj>42H&Kew@$73Fo_^WpmlsqAb6~OPdYL9$lkK4K{3Ve?8tfn~mam zr%KPwWW&>b@zL1p0D)-5xX!U$~JseI1Q9 zmRoF$D~*PSsV#q;Xt<{vIbL5wqu4D%b@U^RWNK4O^?Tx*>>WC_mqtwC_$gbvX>?EX zjx>EoBmBq6=gDtrB-k93ecet&#yWlUMk|eX8|6OCN#G!_E8Mv{mILqSnHKY-IZ*mB z`Ir434#Zx04ZI2G08&7$zu=7FA}MMo2T8cp{h08iW01No(T{_-?eRxVGV3rdf1~ua zlscSTt~C9RYCWD(b^1Ef>hbN*+|R`l^@tcN+b0~YL*c#ytv8R?BfF7ZeJ!ybYp&>5 zH}9^8Yj(ZK>dXebFb*(2bfN(dGVjj_{I3BMWCjEyQjL&PaF<*x-iSzD8OeXY8UWcT zzumqyAR}?zkBkG2*m7rlc|&X?Ztp%nYhPp|xZ^8j<9h*wQm;+dD%-gmJ=a1FCBMaBs6SXjI~yF`eh{r+N0$$sWu z-!|`Ukq~NSWe+nx3DH!M;4`yOh*q0?){FN-Of40&aPJesG~Gmr=@H_*zPGV!w-5_0 z?a%x8h@c!+@ky^!h=@Y#%ZoRPV6x%n=Bu6}Y_AV=yL4KFaGNK$kE|C#Q>i9oBH4F` zZxuVHxry+1zXYe?B-w|r{q9_QLWHk3C$~*_Awr6CesJ|O5msgIcTcVn;Y^{@IS+`i zJn`#Kff0k!HjU?#pNjCYLh9a!DiLz7^@VdPiSm!-=U0d@ZBkLE!6F7Heih2d>MWx$G#&EB<(ftN~qY2r=> zw6?L~Mnm#_eCeq8?F@R1?Wl+lGT#jGwr#--#HN{+dIvGkXxo3nWgGcFddBAEfeiLc zPSLXnU?4f_`A^TEf#>%Wk>*wgf@YU|B|iqkm-eSf`;vKV)4Dcp3z@IkW$j_&TX*#J zz<%P}gsxl1x`=O;b@p+s#5cK-vqB;9&CPspAbU20CGoOZFNklI!?|JUHCrp04S&7X1sbWr?3xgQ3%VA;84F33W7X>(x zb7?x8YcP$0(r1-|wQCqW-4A?{ZdTn+L)Vw#C@@*M(O;TCIvSCnC z6%tTo&A`Ci-sglk;VYe&lw-x)WBD z9bw8KMR{iFHWLOC+n1$mGA8}scV2NL^%gr#{GR%V2%Wz_)lB~>f|ty`o6^G~9E$bW zq@z#PkNfV??ElxBM_T(dQg120mpyy?RRk@gg?E`j5sJ?QC2_upu(@_pOfRW7@oP^E zOFxScH{(CaynYeR&rf-G^%MF3_`LoKZ89(4(=&^-7!)U)H)U%QKUAEyU)EsIVI%h> zgPiZB=!H`Qd&qYbOsn+n7QsSykDY6m2z$hHH5}fFF!(X-vqdKvH*EJNy|*G1l#6_4 zbchfkl9yCdCi87Bm|xi@LQ!5e?~o#cNk5Gp$B0k0T`7BfPLId(2PV~zz1FE$tA*7C8RIJY`B>vc~&S`A_C_>?kJKM#G9xu?_ zto%WQ8eaPW&G#b6>)({r?j!lWIdYDAuLw5=wX9W$Pw5}dH%%cvy+4Ik3F4E+T90>s zi9hdlR)-A{e~y_BD+~~S-ftW_{{D@K<_=}amN6v5*g<=-11f}cnAm@&~c z{vUAFUxdR3Hb)i`ov_~SNY_>o)OQW7r-+96J)E+zUx>9?;kR6fF5}5#^ZavQuMjS>d6NdBgy2*a z z4wG}me?Ip$h@R6BQ!5%0V9;Lng6U%csznatTFc3OF(cP?AYOo1CrjtplJ?|?iLKtG ztzlSpOpfT6x7*sQ;sluYctPG~qHj;DdMo|r<8|iVHQQqaV3|Zc|MiQHAE6dwE=0qJ z{!TeR!pDV#;0vOkeB`G~r|`@9NH{j)<1x%fvCr3ucZWznuPfXcL~qWK6(*GN@zjHM z-$Jzbpg=Bz=oNilpyne!o`1a@Y7)!GuE}~u39%Dey9=d$Ev>EKFWnoO6Gt64K$$9=sBzO zX9GeKc1Z}u8qqA|&li(z#Mq>Bo0yaaw7l=2%P%!xcWHc>*~|uf=*mbqys!az)Tc2k za*iKoI&Q-%a!=h*S<`5`svb8~i?>EM)S=B;VT|spgKt>s-N5iVXtt%M@=n%a-^=*+ z+&B)j=gv$W|C`3rWeKe|N*vtm@#jo6>3! zFf1hZGs{<_Mo-yr7}HKQCHJaU!?~-vOxfrwka~C8j*WAvs-vuI3L6~Wdj83$&>3dA z;!zO=WyMdPN)IWxiFNgvmr*c{_E=%Jiv{OS1C~9})PzuD(!au`GRutxl(SzXyRe{~%$ghF#KP9uKkK~L zu#mHS%1(z>EEr2o%+p`N!jYQQaVichOf(wR5?{swub+GRlN}2sJ&zm(HY`X;dmg;M zgoV!O-P)0sEI6L-Q=DkdLPU?Ew5JIR28R-=d=|4%T(an)wmu8htqZQu(PTX)bXlhE zp>VXRmpUFn!N$#YEjN_H`@)Pj-a9EYof(Je+bPU$7S0(6qOkVKNoQdog@Da3L!S6k zc(k)#KG%=J4|P#P`W6c1yXD6v_)wTMHE3X)H-+FqyQ6Mi6pV7{{ni^OJe%TmSZ6(j z0q5rRitZHJmCx4wbD_xk_B4NVqA=2+9K)=k(D-6u5mr%{pY-iQ-UHiaw)9d_^0<+0|l{1fm;LXDEy1#?{K6kJk}n1 zwUDClYsmJL;!6ta_8Q2KJ*Uv{%eJbohQhle4I%t$3Qz7iE~t7!=250GEvJ&g#R|4& z`eQOrIiFSWkBIK#Mh2Er;6J~b=3GM7JLuDS^I{5fOHQ58yieig#VtFe3n*BpKC~Lj zBlB`;6zjM{;Y^(7b9N4e-A61Bl-#D!Z`@^mgw7>l7@tuH22dN@2{!%HR7k zg*jWwW-h-(Awt!c(YrvwB;W6h(m4tztDm`yJ4^hV9wz(oG==7~Mh(I=vQ9fhr=F%# za4nwVdgmks*6-}8XO0uU>wN_YM=AXAou0WZnF2koc!SGf3Qp_hC|ew)P@%fFMe_hz z-(~riq!THewrt)s6i>m&RaUhlmcpX0&FyT$mu4aFT1gb~$9m`1E0Gk!zo=;)C7f}E zOjkr0g>NIlIo`V{bn~tRFW*5SQQl(yq7Vw_^@e+u2yZjHFXfCQyeW132>7^_g8Ab? zHIXj`dAakio^Ga))He0(olO*4=#sT(Hc~i74~^gFN!CLm>B%+^3U`K<#kj1akS4p& z$ij{E=Z}8VB)py7>Ru^Lc)KS3J!NP$8Gqc&(2kW9Qddm%qaBG4jTs>imy}r2w$NBL8J|Zgz0LXK1(P_MrN}eEeS83D^C~@-prQeo6aD-6;Hq2Ax?M; z9oP}jZ%AR^yfq4pJ_TmEOmdYTS)UI(uU*xpuyMccx_BK5$8GGMI?tm}xaqx_>Ksyc zJ2=xH5zYdBN2Dhc&e&W38{J4abDm{&--K{>>*G1L65;IgDlf~w<%EN`<{x`Vp5FTz>U!Pn!K63&7&qAPR>XPF)!_b3w1a@|iY8aqZI zP&xHO-w{&xX6prjUHaF)#3a<-Ydein3?%!73iQ7jZME=x{0K!@K z=VJ?<2xqK&`#+l!&TP&*6{!=>K0fQ%J(+M;d0>&z_i&O&s;1xDNS=)){CUVCc~)3* zYHu;gGe%~}BrBML-A22iq-|uMxD{6x7C_;p)4gaf!kJcdhv`zn*_~T6hjj^ON=1H; z6bWZ5I`7AfkvuC~EMfkhCP0SeNK$T zttGr!-gz8AI5U#EALm3kv-*79!i;eCyT-J+f3 z*+%8G5f;fa4|+yLu?5LX=P3zUW)vL7k1a_yp>Sx?*}q{%q@HIisqrG5c?U-)EhU^C zG}KzTkZ`7BAt61TaJKy>yK!tj$!n{jGwsdF`Oz6N7BGY4U-npulQM;j`d>k2(@A}riK}QRP*^C}OHY<3dEZ-^ z_+5_Vm7cj#yA1KMIOsD=ig5nD`C;)S3VrFW=~)sK6oyu$Cr==GQeVRk7bkgK+vx5+ zjzUc5O*4lv7HU6+?=bkof_!{x+00QE)Q6A1oH)Y5szQr3gF`G#y{vBe`a26hzlZg_ z_{sv+RGU!vg$3*Hy!Gckv+$p7wrS4rs-OIl(#{dnYATaCXns&D zD{+PN3pLyOX#xl1n~i2O;^g^^*LSPOk#@dL_MI^rK?)C)(*Mv{X*s<Z2LZDT5B)yMLCy{z-*?FzTsMAvweBzn?zuZwl^x{ZOnSuK z>jyYE-|{9VEs=c3g-e#l5;$0yr<#9?oI_u0ONCwOq%rM-#`s4aMBAk%Hn!7vxa$kA zy_LrLv>g9;uV_$`5A55>IrLxhXO%{VhOJJye3g*&pV;s)hfkwz`j(^VT++Wx(kQ-x zM(xD0)_^)1^Ji-%I?*&v+NV!3qi9q(8{bxcNn?+nq{HMFG^PZv9r#v5L(h53<+f@X zqIAwN))N{JW;7Q(sH7o07_jihV;Y)=SZe1Uk?-m-S$ejVM*Lh)->ecE$kqFqT}=94 zd^9ERK8<_Pa;$6Q{5(`WP!6XRj~VF7~X($QGp8Iq8i~aXSaVvNCQIGS-4=Z5jlD@ z9jE(pFnGhgc-C+|zUhB0S6WsB?HIlGCpEP&D9@@3JYJ8ozc!LZOaq3WD`rfe-w3s8 zxkx#KMu_Jpu(kcUkYlvR7QTCdLDST=7dpxQVVVd8aC;pEhl*LiTYy1qTeu^v5- zS?|pLk-GNX6qV+|!Sbvweh8`0N%KxVJwS58w<%9=DLGG?JZ4I3Pt!;!4V>OUe2-i5 zMdQIL4qncf;3N6B4iycl^0lLNsIfge+qRHA7nCt+WL@)K23`|HH{i8f(X!_|IB@ux zz?tgCf$rh(tcRQG(K%D?)p@sitn;#d5*bqmT}f|M=QZ^h#L0Y%l6s(bi;Th~;zvEh z(NL;G{)v0(Df{Y?c~x@xiOxEhL@8?iGOS18O07vH`i&T`bmD37?FIy8t8`5jaL`|P zyUA1Z68W}!)h3XAr}o0lih6RM5eY8WJ8hy-rJJS#+E4r^AvY<pf>wQ-MV^c z#0Mi<9ENH7!G(htPG;X>tK{uQ5O4)gC7Aa=kIr^gN#*FvhWAt$HTxtei^CH z*yeZ>dk&OjzFal4<=}q+009603|DtN)qNC}21$`uQ6wRiq>{3#hZ2&ClFZD8jI6Be zB-wk9yN$%X*Ckp%D^Wre5+xFqkRp}z-oMW0^IhkA)^naCb<8Vmbf|^szTuwyc(8@I z(|Su!Wv?$W=LwBF{H{T6kE zjq&E4UhiuO8~f*;K{K^PM5Wa?wWkE3($r^R@|hsqOA87F7uOO6^1TI$vyX_!-j^$+ z`3XW$TUlo8^Ft!y$fS7R^h3gCP1R9)L^>2@w3cUgrlDCiUb|$+W@&;B-v}!6i61>ke=Ms@w z__gma;}+KI39EK&kHFimWi#3dH(*|$Q@Y_oGE_ZRoOAccLiUokI#~{6JRWemW7v_2 zke0ix?Q+Su*K}-e)q^;^e;RVG$0QsNs5C`u`*4(OPppYp8x3Xk)Ai0#Nigd@6n1TQ z3RcI?U+_K<3t9am^H+QlARw7@!)GWK`Jf@w&pW`$(itUKz&D64(1NH@|0BMz`I_cR) z`mhkgwQULm4uwd|INlan8;$$jTfSH;Mi3wRf>zn7=Ml?-^{+`~Gl<|ivv$3;1%%T4 z16y~uBorHmiXIiDAv(xFY~c?TALq{rW*3lfP}%3uM!{_Gr@P2%2B%=_A?lfm<@reH!)uUh)2XlcPG*RhT%$G>+UN;>N_uHqgn!URL>&2>!Tb|b; zP;KsV@=-Jd+N8e!v`<8;!oyuDo01@|^*Tm8A^}l122~bE#X~U7{>`aF(QsMeUUnw$ zCbXKgr2&VGquZxbucx#zxwA)R@4wN3cpn3zbVjn!@ zI5&~m@TtwUKLv&v!C|hInK*#$6S~?N$oAX0eBeMDV)LWsUVP!^XBNX*`+68YOqiK6 zx;+sYRN|}gI~4A^xppnWaS-g8Br%p}fY`J%Ml~uI$1|!`Kk$>V?R28Gyi7h+C7GXn#v!{LH_DKJ}RXc!QY4ELvBt9!ZiWFMdUKHzjZ&a{@C z`DU4pT`|4Gk!N#Ye_}#2LMk73!*4z@7A=6?X|;4=p#uEKeG)j&)iXSMR`Ho#E)Fyq z%lCZHO zaOsk@BplzycK=#Q#`iQm68k3w>M{CeBvmS$iexNCgQTG!B=;*vUfaTe^vav>57KwTvZ|F z>>Ex-m={5mGZ}jKY!RZrjBkl$6~e0WJ*&jO5ceWPXLjZ@KvkXK)aNm<-$1u+;dBv{ z2KTl9x>yWRm5J%ef?{OnEvCL96+^&S-}5uM7|Z$e$iXVb=tz0oq?T9&wb=uE5-STa zVVF1dE~F5`5^3Y5PmAz6Vb+vURE))2Om<)MEXEO5fW$~iF|^(ceDpt1jAU`s{vBCG z(3$QZH=8L$_{_sReThOyt^Y1uT3d)}cdyZ3hl=t3fQ>JWU5xpL&9r5lVg&41D_mby z47C}a%gjNp9=Y0+Q(@eHoNJ^c{w_pk@A1(t@j|>>@L$uouLzf`7oAw~vj{GQy^@c; zi=bj*v7f{Bk1eO&`OFap3@x915Pd{LhpN^p8(AtIo)|izA3}z?qxepjP%;8HPI*%v zQNX(+huYdsgU;g|nRZ7y_OG~OGn&D`?mi1)`u-wJcy>=R`iiiE^+sm5Y7yF3zP#)< z%|N}OxT-`f0|u)l4Sx7C@LR}P(N&XyCehRM_ACY(za)CZUuU4Uc59sRWjbDx-0ywA zNrU6Tm)UFz6-=|~x&7Cv2plYBeyE|rEZw5E{V*N;e97*K<8)Y^4U;GgV?goB3jZJe zbcE{kocFS(!#nhPgBP8KReYndheoOBySvlgbtMCr_5V~qa4f_^)%`cd=L@0nYwLRd z@?Wtp-}GoOVyZdt-l3xxRu6cO zG2kv6b!AZ(9W^)m281}=Joc5?B+^ZTvj-<6s-KE&m+H0nj?wVcL2Xj)Cmn+cnZ+&? z2BPL<3OmOcSS2{Q&wf!M%4}n9OJ_3BmMxxFCC5Oi^x>lq!R`?mf&$&J^TGCR^) zn~I8Ye`kXLt{**P{{CsDfq!$qu9GqyN_37`Nf;f6t49v@o}r`jRX{Rzmd3R^ZlA_R z8uXXeA7X!_psd)f(}0JHAZPAJt!-_WV8&n9o`KM^-QlV}2xlKHY zioHC!5qjM9zcv@h6I@&qHI*(hyURbsF6G z?*7I1Y9OD6q#6One(t%wL+AIXey4zQ(I9@roeZ|zaNFJ#G6dT$m3sA(q41nO7$rr< zq?*z#QwcKmWW15EH{qTW2(Qb0NXCbY+sv!O$?(YUR80C#LIcm#4q+~CxzE%;oA^h8 z(nqGQjt&jSy>6$58q&dfX7^!Xc_9qS%R)?S8A!7;+~B@I!~Hrtl?XBgJ)>TN)m)sc zPhNY?tAhmRG;fB#CK*(|1jo=Q5=cvr2W{>nA%Acz>_{X9LB~tw!el6j^L1@EETBTt zIyOw~Eft{|Eu~5x3{(gW8Ta#Z@y_3pk>F0l5xWL-$kFlO%85%)w-&;)sjFoBp&|sc zJx67{XwZ-eii;5;Lt0tpncl^G=!tbpG`}a|%H4^$-scqXw5F(@8m7XJ_k=SvXt>?^ zZrkpiG<3VYRUH_h;M-snbh-cBA)q*=bcKWkIpH@U-1qc&rt7p9s4#T&2o&+8LvCZ4 zPR&(1UUWHxYp`fYwmfS$*=cH@ff|?Y*n*Q;*f&zIS;ys(bepC43bU8Q_s{2J z$?({2^8@+Z{N5n;xi=Sc53Okqo;jc_HG7j@kpKj8fshr zD?p>Be4<7?Hy`s#+niRB5gAO`Mgvva_r($Oy?-jxZ{_f z<4D21yMHFCM@f*-w)pAD<(UHdd?q?hS=@Trv2mL~76k9d**8aIBH-_-tm@7zFkAR+ zcFq?-&hOY)K?w?6k6c=(w~U6Fb&QVVaa_DOq$$Bi=GKFTn%)}mB3w@o>zG6##tNGp z&pYR$-ck7G*?*~cbc{N(<47_Tju<#jh$bP}_dIXZ&SZ?8b)O1cmWNBeLLK{xDL5DU zB1yN2iqA~xn+8f$$az?9=`f|>W5mtd33(J8@<`h@Po|=IpO^DYAvZ5y|Flz^A!F)q z%a9zGe>ht32(#2k5bx-z=^r73MD44c*hPV)({;}WE6C{os!Ff%CnK?HQnc+h1v+y< z4hmcz>^dw+y>Cf}@Q<38_pfsE+E7fWvzd%ek;sOxuL=+mCRL>qmkUQ<$CIS;9HicO z89u&@8-F2l3gYt+F=F#>`$z$*a;8#zxi~a!L)*par9i>HTI{$q6$e*SOmnTNh&*g< zH#0!Rw9Jn@9Hl};M(oSWOJpoWyxx$5gfaoOv2eULHto>AhH z_&;1#=Y;jstSLDAWB4%Jn~bFNfCHIayxIHV`Rmu)NLa3z+ab>)!AOZ5HQ&$0XGfYr z_-iV*{#D8uDxl%x?*oy`w$YLKLGD$05e+BiN^dIWQ;~n*v_xSd73KvxjPW@t9_Wx{ zU!>4*itqKzx-mLD-Ic7;C%Ap`?Jw6sZhw>uduSM#T8OFCIpHtrh3K7MHU48Wmq$gV zcNTOpAiARQ`I=}3G?HeG?j|yzB1#?-xW(mNbVj#BXffn(|18;8&E-q0?hUQtDFI_J z{<m5*V}@c!(&Jz->nR-?3#Skc;WDWLg$Ox#;v_1?^&J=ZHxewU;2GbHlom5~YyY zXu*)`FNNXNz^+e1cc692SkEx_4qT|;4Gw)N#gw7vXx!^kn5cTH&pj!{@6evkw5n40 zr1*dDp_igtBrNN8Y#AiKO}za#R*ql=dRpDva->eoD_N*8F=rrie7Q0cwGUce+}p)O zaxCM|qV{sITNaLOi!8@l{jZCB@t0pB}W8&lnGwZ#3m|VVf+2hx%a?~pR*|s6R99#agH2N6G z#0mcH=ZZosgpdl_xs-{kBG2w{&juvSwQ^aE{7Gf@qO4&?u?V0obW%G;)+B-P|)$1&1@0%Pqoo1oM zvQlMSjE#TQ{acI0*^m>C8&3bh!V@(Q^_4eS=yvzCv2tKxLj&`V^DGlbw)EaUcb|}ukZ6<_HtgG4il8G2w@pIocaP=yD{+k=i0(;4eo;el^BVWi?58_zZE|?$|>BNF_ za_Gx^X%;%O8kQWK=i1jZde1AKi6Eu>>rZtv;S#e`-u(g#%6?kZ+cPYP-FmLsCd!74 z@2Hs1N;VXE{Ey2nW#gIGbJC+87UV_u?AzAC!fze-LBmO|{tI1{C&Fw{wx9cHF~J6X zY9#T`^$O^vp4Rxdo`Vn*&+47p91I&29haBn!20#%KviS~KAX4LQw!PnetA@C5%-d@} z@mq96pM&muk@4;uIMA8668!Uf1>|E_keBdO!mGKdM~S}@-YHN-Fn51@g^&6@4t^bR zw$?4@-XmH6HnrkFa#{6<^(#3D6bjVxsI9-n;ctB`GV zZE>$n6_!p6tF1V}fw0$gS=J02txh*w|0CE?^HJs9?p1-z#pbTsxbc_JnNb(F_yAExzn42#>X2!M@4WT_jid>v}z@cwv#f%YbxP>=bPvHa1JP2 z+v!hpIS?>UnQGBA2NPv|Kh4oB#ZHxU&Mk%T6lCaNlc=;9aPFS&3kt zbMKZ7RH30u*dR~dvP$TmKGd6jy%MKSe5$PVuY`QLp!KG; zm3V2_+7jx{!QJyN3aU4`{vNSd8@Y*t*wQ=i^lx$CGMo%IOAZPLBhSck^G`}qT=dJg z3M2*P@Vzjt!2M4q>fU5F!fyFCeB`TuKh;fTFrosF{&iZ4)KsAEn%9SH?+QHKI9E2p z^>6TC`JxIc8z*}wWj%PouBfMswzi!mkURzgNfS>!Upcn zEbw-&(5U0$mQK8aGb@mVeNj%mBkC;lZK-(_QOU$Q>GKLk8<>!0+RkaQ%D_|=eUj2z z3Z+Hmx7v=EBI@APklc|wpoyz|fA_Tv7rwY`ZWJiTy&1Nq`=)YONV%alunaVtGBMf0 zJ9sI(t-D6A6se<2{28LRG12A_|Bl;F!c~IkT4P zy0Qq_5RIl&P?OS49BegxnxKEDJlH&HmWNEQ= zPq=)ESHJ84vz-q8=Q2OlSJ5zCKGr|Fi;k1|+p-^+G4M9S^{4NWLd@@9e{f)LA*MSG zglUru+?x%o5#r7xO@4mOj!|?NZt=F=e~E?*x@3pJzZ9%^`1uPvhm5B4RWiSlNLcdy zvu;Qr1yw&@bRA8hLS@zG2fItCP)!?VJ>c?qD@I$_r>#_|y`G)$*QDU>UiInQ`ecX} zU79wSEkN|^zM1LlJoKt{zZc$~gIM9h>4z?PNHl*rzhklhPnL8HtBY{?m-5~6m0L)# zk$FF^;a31B!)Ncqe&#{)#O}P49=YI1Q#I^#vZ3HTcVWrn3|OS!cym@a4XNiAEfR3e zgfK6w=Y?JlG<%-tnJ46ed8=<*q)HwZg?-)SwJ#4+=5-+_KIY=0;9mZ{Ok!N91>2O-aAIhhjjn#o8ZA|`rup0U59CS$V9`{pm6(EC>&2bP4 z;qtCG&!1GzlfX!MRQ6{p3Fk6o8+;b>F?-q9OxPk1G8*~zD@1c}>apeXgg5!n9o8r} zHYMZ17FYT)Zwh{$QRcnxOog4SO3`1gA3H*>7%mm3!nvQiKFO1UAD3tQQjEz+eRxG$ zM45!*gMBFjWh8jn^IY$GK}J`<;`)PID6rV4^m%D81?C&byKK0;HMJ~O=UWmPnP0mz zN?J+qyeIl0XhQ)s)Luy|7jfqZ^~Cu#4Y^R!dAVr6WC2JrQ@getBH_~A>{-@n5@^B8 zD0ER0MyiK<2Jhyh@?iZZie4V{BV&bQ_vB#Toi|$+w`O7;_2fU^x-^J-d=i)KOoIuT z8eDCY2?y6}>gKuG*nBY~c{L>)qOHo&hCj0*p&5N+jd?b{c~0&e=FSh**L^!LC}d*a zr;sx5oOIw|!d)G=RCF0cuWCD-jK&X#*!7;Nkg6LbRqxG2M731n_XpXy`Eldx1y&Af z&+lgoo8njW#F%y=d{JkR49Edz5I4A8LKp$9F){k zK|A>etVaNXFtnr8=7)p@WZ3|{ry~6-cVY2{xBDe$RGdW6>`wYe!{P= zpM@7Y7^01085r?w_c)!M3fIX3|A5?7=!d-ZTOyQ+3Z4%~uB+yN&Qvm5*`AAi@jrS} z*XF}L&HdGSpFE_yj$FAjl!Lm6mF{=Sv+!usq~%md2I2#3MBi4VLi6;Y;^q63;qy4P z=WJ;j-hZ(ZBX;gf?blRI_=!{dqR*9U_xIPGv!k^RoM6dnS^|3EkA-bm$p` zZ@QqJ3da4X+Z7d(kjoilt@;!T)04w-bXFq5LqA}8elCk`( zig@8b5(NFs8I42&3VuaeUTBEHvL#)Y=<+vFSzp=d{3#6gB#rG|N#U?q-;E)||7*N~v&wbZoeJUTFgrgX$q7K{g+s2r)GM%k zf0|e1{Amd1YMs0iY=MrI-eXh#?hvNx7|h-EL8db2hqReLdQ(@dYl!xTdwaWP*{nBq zEq|frx5x#d*EhJOIoX2e<;<9a-)>@VoJhG*;YbK)+FWlNb|rWu^B0*-ECc^$qO5ew zWk?ILm&85yfcObZM!+o}^j1*io#K7a8fD9l6!5~};`fW^s$F1~ZIUt|Xb0PLza0`~ zN5K5@+q?I#5wW#rWNp*|J4n7Vw!We61(OoF5!K(mu-z@N%g{Ce-tue5*9-c=WeaJ~ zc55$8sdOX-E_a6XMEIcO<8!Dz_)Vd#L7hn4t26Dh)EGruACoTZ^gzVP-+?bAec>Xi zyHt-A0K@+jMNIAmK-lOHXN{UKMDrA^l&n1<{HOcjF&lgE2w!}kuzlf?@L-f1)5VrB z`f4y75p@d8y4zjfJl!C9NM9g--U}brXJ7Qo^u^ZQm0OzRy^)xmr<~I4g25B3^M%dL zVJqQ3ZB5lBE{*6M*t_pCk=rVK-D1d#5cmGQvf#2U!4q00vs3Eb!P>4_fdh=gkoN9B zIAo~<9zn}76P5oUU17OAe6=xAdn!OBP4@zE%Fcxz{L-EHtyv`dWZIt)Ip1hCG~iF{ zpIls%^u~>-72LU;=6aq8O-L_jPPHXEgkr7dzB>{f#nvyiKDZLWKc-Cjqr8c!&3g{> zI|LHXZe-rDE)6FFSA|(d5+zlrdMe2kT zrfTg%Vza(PaAfRcgsm6RY@D#zRLp~@K2wlxambTUJY=|!^3I27jBSrE4Y)=$^lW%$ zSQ|!|iF&R4sC0uUl~w3@iKIgsPb3f<#JlC1l z?<4H;iNP(AKXZ>YCP3`PHJTVd1rayWjTIzQ5qS0Zh`wDSWOe>Leqs{`F}L?W=BpQnE;180{#U$@?ff>~8oapMUx z;&w!l8B!UTe|;dlX#){8MzVyT@E>869{SCNK_3NoSDL52X`zClGv;RHL&Ir>S7*I;Q&A^hCRZy)LD$FL($Xq2 zRz*d~<@u9gbm>RyyFX+s5G@#zFU-Wxsw*;SB3T%mc=ow>h=%W)lcuSfbd(q|NfGM_fK_KK20W}>_8HK!znWQo|@>C1yZo^ufzwvl~lMfrp%Ym zp~1r4yT@EB8%x>rUrT1Q;5G7cyLogbtn-&kTe(nR7bdtM<46I&W}~PqlLB>pZ(Wz$ znRrpqCwR=rLh2B;V)i=?n(SK@1P@I-<-F{gSo>0G+-}}Hq?Nbq{ z+o=UmvmQ_BU0(p#QNykUJxmy@FN;g~$3)V=X?67{1&}*I;_dNgVT-jH^_)W?J~54^ zti6hG?E7D%yGz(uH9xc0wzm-Ky^lh6zF>i~*5G)i2@5UndgJ2evLOD@(RPtB3%;H8 zGp0!_*q%>6u4h?@IZr-4eJfuC!;Xnn9d2wG*)TV<71_{PG-&kEtOz-^Hmz!Pg=k%B z$&k8J2tn_}Fk!L~4~}bbp9|NYp3YlU>%j)Go62-{<6zA%^(VC~E)IzDt0wb!xTY{- z;&7FVJynk#)N(nHey=*BwvB@=`O)k|4GzYml({m=98{Ga{cCWJi^=kHPd01vKpj)* zx~9d)zD>JC7Dx-=y#2yIxkUnuCw$IU?&m>n)3x!p3OrmYb5&TdnunSp!4CJ8JV>Oh zxR)KyLv_>U{8Ng2$W__%mx~HupFJe!^H6}!y)#PdmUmrWM0jkx7U{kMs=XepL8C!jeCvd9^)hTs*m*eH$JrMJ*Hp17T|&U zc?XGCe7yIfo$VOq!M>7vS3jADGfSNG-Hmw&47w?~(VYi1`JiCyAs+lXwSO45@DW)G z-fzq!uHkq4)^tqwuIxbQJrpsTW*huPxf zIHwvOKDj@dJy*a-cARC}a<%|^%{+J} zEbcnw$HR?wv$zUfKC1c8*=?14;dywu!P!TsLqMqFF}KPri;sx2vuS#Zc@SlX@oU9}c`%qB z8xz9;XX^y}?HUf618QDH5;*A5zN{t3;=ugX&Lb|yTr4}JaYIy!ht}8w&j+6IV3@&^ zljCr)?T>3tWdsN0&a>gazp>GH>}!Zm85?u5BSOq?vf)@0X~^`Kobb7R``M|_Y;Y;ob`I;<$a7z#{#8VH4mfNL zzvs%v5NGYb#6dRt^z@%ArE+k6xtFD`KNsb1WOHU|Jh%+Yo7YTnL16tP_at)Q#=3i! z70Jf0h)$2%A4QPfWSsfDy$E>|+{s@n*l?0!h6hEkv73KqWR(a9zH29P?y)(z!bn}c zN?jQDd}?@V4;yZaR{y)}SA@iFX^!P+A=YdEshLbH#MkA6Vn^Kzp)**mk^Q6)+&^o1 z^DK&BCN(s5R~SFg%x4+8*~nJDA{~@b1d}&;yM|p0q1PcZU;G~ns+UX2p`k2XOb`)K zIl)33=hpk*)hviH=I!V-Dn#XiU3q#>3vo6xqrN?)2o_d~`<_b`;y=mTrSY`|_^v!_ zZTp6a9eciRQ60($O?l8F;C4P3j+aVu*9K;Rz$-1UQKdk6 zxGHi&zIn;6T+I%WJ zYWp^eOlG0=!?)Ve>P+ao^YGZ|O~OKd?K37}L@55U{uWZ6hR@?~RVHr;c}v@8b+A7X z>1|ww!mA8)9F9I2DlS}Kw)w>J9aQ{Ocg-PA(!d<|rN6&V#li)yTY4(UpzQ9pN^i&j zVnCh0z#nc{g=0}Voa`P|crw#rLcLagt&oW6WBt0fYcdc>Wd+K0k`QS4YOB#h3SPJC z4SQXq;=<&c^_)>M7?1d_eit(EQe8v9h)V~=$vfPPuR@aER;Flh6+eAF`{IYwplCao zrJPPgyyyDG29YF)s5xY8_o86_3XS`ALf$#}*?-faU=o~iGq+9Ir^Ah7V)Xq{8WO&G zZq?CFLx0pxC!Is-_)o6CP5(#++NWcasF7rBGxU~L_sGQGp@bVlZ?Z7AT|f1Lcovqa z!ME}b8Q-;s_?6K@E=-a=k;Nxs$?jL3N1TZGaZhW}3N{h;(xiDKBogKoH7M)uq#$8K z^OjBTGLdPM_+d(thNK@itRB4)`hng$WsxrA(wVz={ZA1gRlK8tkeUXwlJn|!CsJXx znVU&bOv5*J4|Vo%I_$;j-g26VSfsYDr8A6#PfLgUw>FY6vn&0@DaSOFmA`keY)L|| zgO1_Rv;=7ORa30IK-MnB0qzO$|^C#j`%AG4;ZZ)ewqlCsKui$?0B3i8)FfwwY9&A{)qSkX%~Vo3=SOGrAhP>`e5bW zT1!9p)Xd4~{vC{&G&?E5!$_>@8yG)l5QCewIjyfYC!pBv-)O|=SQyoDzMk6?4#{No zEZS;6lqRM=XG?j3#+oy6u-YAr=MUy=6!n6wEz5P6jz4VI%8~66jIH_v(e{)`h^N<0 z4rg7)h*$7~AE`m0$eeI&9dyRfHSHnU7&}CpZT!QPlF;_OtP+4V)^dYkvm6d?#de=6t?cb|b$m(JHKoetQ)aV<%yz!<&j zwfuOg=J335qVYcU3~1Irs-5!u@J9L5mZYm;*mTa)?AhID6nBp*o}YIK@;!>LAKCcA zsi!!xA@3-dw>V4vhIG-YWNYsDeLsPj+q2H;gASBFh1@+OdkVf^91oe#y?|-?jIuBC zp=fXFd}vCJM)yqKupl7-(kdP=H>#MT^mt+A7p^|RM9fhqOVOSn5+iDR!_AGL%CFRV z#kV6k@#nD}S_lN@dC@ntA~V>&KX0k?+5_v2?mw6pNmtvjuTo5%XQEqL=ZfKZ@9e^4<*zd=}Tkw_z+sP zQvweCwj(e%FpoT0YzW&%>7PXp&qI1*VS8ZPw1VeDOY=M3tIS+sR0J=SUP=Ls?0nXE}Q)?IjcpZ^xKgG zBR2!kZxYOErMqBKfsm2KVNkKqbAzXt;$==fr`aoyPf{1gfLNb<9S zMFqLca<3IZe)8MYsuL~*h8lVAUUM%(Tv~kr^BrXwa1FWZ|*#T*WSBA zhL?C@q$I3DMB5)pN7g7OKC(nFF}X41=?MaH>uTdebSJ_)+X(Z?d=J8ws9M|mjZTDK z`H1P|hjtQ_GQZn*9=3+nnJ))!-SS0Ykxd5iei-&Nd|8fGT4f-|g1}7kaqDTbAk?0W7WVie=dw?Rp=3qS zQB$qU@Za{u?r%>JdPDX5w6a~$+7oPc+{zRpyrUYMY_}3>cN4rfRBREXf);Zzuu6YtF^~MWMt!>{rJ{(1F7|}%DXFF=+i|D`Gb+KR3 z`Ouf&rWiGvoAz?Z4J<;A`+WmH{1=x|#nB8y6^;!_bDFZ*@c;Xiu))WLF*n z)_IpJcEOjRK)ah+xH13|w03dP=>Pll%){p^RiUKuwtvqebApJ$7T-hG<^<-6SBFnj z?199Gu6M!7u6VFUIdCk^7aLv6LL@pOpwRZ#*7w6jgv;$u=ojwu!nt3~%2_Tbzg_mp z=!grpDRotL^*Uqc-ph&}31=}N>9l6uO@Fl8RvjQjN8pP#`Ouo%G4K@JO8L-`1ijTw zWV~KzY!A< zDWku;H2N|sTTfK}5&qAPv(J5GO(XHHW>cV{^Cj@k-C7=b_A>Sy&Uofz5f9^)_9|>v z68216oqnvAhOw6}1D!(dt$*wO+%qK!^XeO7S4zd9XuWd48ev`EI4ORs^IZ%i`S1Fb zr(-d(FS8+{BN1BUDDF^s3eKgAS@9MN`9&{4vNM5%0@|Rb8c<1gCEm?pMxTf#ky6=iEa={>CzOrDh^DjF={tDzJ~HGVEywIdyCT4v_i>SsWDuGj59Z&HwNR9asCO2~;4IVK>*VUO?9 z{4k$b^w3Ry-A)$jU$CnFf<+=+xwlp|Ex&@#D)%U#7o}sYqb2_G-3(j|?hX6EAcFth zuKh)E3JhokQa*KwP;7F#G?JSD`|W#Y=VvA0&YY&FD@qa(^fyOEJs|}g-JG%2Cx!ii zba83_>kQl*cB4`(2+13WI~ z!7O&M%Kh0q?HllrRA59xB!jNBM(8|FgH2BOJ&M+nJU% zapAUiVFGiIhZBccY4xjlaO+av^x`NN&wdwM*c)(hk&o%Ne@x+;=?@LCT`8L z5zZqxc~iND0RQ$F5R69!DD3Teu%x6I$~%<8TGRyC)9t9C(;$2=DD`NqG7pA&kNbb# z=i+0)h3RwMTwL37NX_Fk4`a>~mv`v%F`TijX|aj`Ec)ikc`C&S>in>_(Ww~nBd)gw z6b0B|+&-ny#RD_?neu{49>()B9GfXTxJ2JyTJ?&DX4bv#K{6jd%RlEv9TR{Zq%!u{ zsu*o=V|Qy>mOz2@M4>#r1gUPGXkJ{5H8-P7`kMK$GfQ5*`3fKNIupfZRfQun@!GkA zeDG#ezH~j}!{%1$i}oY|wh%pBMJ0>jQ`8j05bAumCtsd;vlyL2Gha32g?b&{@NFG= zD4x2NXCmDH?5nIix-}PG#z}%hbGUf3CbBKik_(%CcE6iZ;4yw($QG~;RU0w%Fh5nP!GWSm_LQzxU4Kr;v zq}xm#>{fC>zD;H5t>wayZF5BL0T;H@p+Cn?a&YF(@2K0)ig4y`Pi}=o5%$t{1x6Ya zf^WRv;Jr#Adga3o9yBh5;Mkp*v8RPlSFZl8N-IL(+JyUoMQn^0H?tg#h55y3wq)29 z!b(g(;r8^VIzW}rD`)!s!D}au)MoCsA z3-o}TpntxFcy<4E`}>6~5Yt2lZo4t@BRrJ8yeSW5_nl=m%yY3U|6)?^M+RPWnv~TC zGVod;_4wF{T&%kK!Bk&24}MpkBt}v5Q9`Y&9=Fej{+b3daWexUS{wNNv2=L4=l?qS ziv}_Jny+d;G?aw7pOpVWgWyi`hY8bc9KN^hdU-((rpjOFPDSRT{@3X`P1}6v)+R=5 z^JL)fk9|H{1L%k;v{w@uq@f{wqBTyI2LCtu<1atZF!SYKLDE+`HZASrG^OO=f$rYt zQy#f+nAI#F5NAR}Y-3*IJSO7xlpJ&|7(yQws#Ffp@qOgT`Ry-hcsK7s`ivM2StI|r z$_r>HL;u0!Jv21`T&C6VhmKDv+pfzf$_{n~!E;JBRq&fA32$@slNS8t3C_f62JXj1F}I{`04N}-7MVC&iNU)or1+}@tTVi$#|RH zact6rgm}|xyBo$N&}t+OsGcID^<-(R?koka8VjCSY{D)#TBr{8}|hL*D2-wQiPs3AMcBnvX2RvK{a=|l$R{L_$XtR>+ukE; zwyew}qo}y1r0g9TjyKGi;cN<)24*!U{>+3qKmF#vl{BdAe4AmiD;t!O5%DY=2HZZG zepDT#3+tjMzj|{P-qmtRiwCHncsz?dTIX?I`rHd zeQjKG@V52k(tlEUXbBGqz3GsT%g*;pWYih>6?|%y&2~B{UCR~+c4uJ=NwY&NiHb|I z)%r2V3@H3^V{D8jqhiv$_IDQrjD1IKPrb-O zjB(BqiA&k=-aO>@@eCauDxvERUZX-(+ri`EyiDljpRGUPPr=<+4sNN}DX`hFhr9P) zCNgyGp1D!7z?*m6GxH`L$7r%1$7L9p^XE=J_j?{xi_c%Se8xbgpWA6}I~{}9XO|b; zqrt*L%OTcVm{-I%6{AixxO9$s%M0je(Py@t3CV%gt@jn@Vso)L#Phq?vwX~#-O;OP zR)GHj009606j^yZRo@pyNSR8J(x5^@iXw_{r6i@045i6X(uiaziBvKs^ZaH!-f-_T zG`A#aB14kMtPD{pBu&5j`|Etp^Ugi{uD$l!dwCz_y_et4prfTgv}v^%4L_Cl)NdwQM*1EF=}P7(4< z_?Om8FQ3E0+vXh_Cl;~sY-YMy%NiEuJG!aeUdDv7mEg&>ZUzjhS0$@;GSJ`fa9Ly< z167OnBt1IJL_yZeMSfZ=?CNXNoT<;oZ0%2f8rE=NN>e*+d5!}e-GMTtJ{D#S#W$dp ziDQqtYP-{z_^Y4{Va4E>I-|s*>JiV^VuPvjfErJn~pa) zxY%XX*;2^H*8+Wh-ajVn)~RZ|YG%N5KTq^anStc5sVejoI^KD&3fde@hk0?kRB$&P z6WvWw7vmV%Xf*q<kx7dEV*q4tluRVynO zhm$_N`7<{cA@Q486IwJ7Up`B$I6z0XMDLM>S_~+?9*i_MV4`P-g^TS36EzQicrH4^ zfD`Yhb(JF>dT#o%>so109GfxK^ac$Isr$dlNYNp$ZMD*+pN{@~3*XEE1}6Kwwl&GH z;9@ta7v;r9B)w5W>^>X+RXLh;vspM2Sf=w{z{H>DK0gMTOt{8qd<{%zBHFODR@<0` zzr0T0m^o|+<<-`In8(3>=3e!lKOC^n>D(w6&xe29V7a4MJ~Y(gqOxys@LT-Vq_U8W z{xipuYL>IXa~}J`)n;S#xlTixHyaC@MRxk~9N1_X`o9oz(BJGdCBZijkKg|FSZAM) z(c8UA{Hgiau*65U^YF79eH@Gg%^o`7od=bs%&sn>OSBUI%pL!m+m_uuYu`?Hb%|G^z%;bU} zUUS08mOA%@OUvSOv1qrH92rCjSgIhlKY%%?Fx|l=DH_WHy;wtZ+`al<-t5H zVB2Ix9;(N-J5Dah$LbT~OU~WO$AujS*kQr~oH6Z^j()<$BgwYV#<@kZ{tkN3tCR=r6)96!(&72QyTDUqqV^N1pJ59q0U=NBQf z%)E4mEQRyDsGXDfJVaI%Om=(l@pqtiO2ojt_RLY&Ta=0RI^$J0Cn1V8zE?&Q*6I1U;SF*B1~7P05+ol1@PKssHgW+X<{3 z@odyPD8xwv4z1KffOpKIz8(z$T9xyzEqltx0-cqHPJMjLE%k11JR$%sF-=kOi2z4N z?@JqO7J`{Imi@R~h~lGNaT0w3NXYmb;xr#io(7k0-pxbl<2SeRseEL2Bz(VGUj#|F zf_vttdFV2G^Pg}VALAN=w=Nq6DEjJ{`Dl+2i7s~Yj_xL)=oh)EUYvljlAA)5q!8v| z>F@7{3lKEDRwv6`fXdP`e=idO7)HQ{Oj0e`o_ z#y$fQ28=okl@hos>)a}@L*R{NY$3Br2sbU+#uaHo(8T4}^rr~%o2I+NZy5mx!%FQn z{saUvMunB-1WvYHdC;m$f;V72CoYx5tox6yZW<;K>$GqBUS9$%`yGLv76dfP>dRWD z5ZHGkv~2ql0>cV3RD>G|oUl!`evwUJ?f2(L<0lA6tRi{YekA%6+fw4(Ni0fOBJuSj z0U19|=kyE$FE+FC&4LNIz1*feKaGIt$9$jLuL-QC|BFjpL}D%Ro8KEnLhfE=rsfn8 z40U|}SZomCKC5)nERRImse$FyY9wYv{b^fB#X0p!)Dqn`0(%lpPW}Cfiu+7Y(tB+Z z_X*ZA<0}+Cv!o2Rb&v=Q>GlwMiLm9;cP)Q45mqZ!woi$mo>QEb+SNi}L(>_N)C~fq z+NQxL-3je@K;!*;=Z~8bSTsxUQAtgRXGG!8#~}io z@w{`%b-n-rIlTM30tM(f7Vm62B7l|4p&72vgqSzvv`_vJf%yBXClv>%_m6sCyy7Ma zJ88N3u9_sG)iVrET_7;vn0v(NFBPYi^jc-A4tXMm)J%%c+vlDbe7Z@9-B+v!oi7O? zRk4@OCp332an%;NupCny5*2DiCoPx z^~!bvac70*5>&nn54=daA46c*_E_CF4+umQoNkf)LZD2vVCqM6s-Ei1Ufqo$vDA5? zZkPncYssdfVrxoIv^9fA?+Bs#v}@+;^Fr8cUTabuEJP<(*yoK3;d^lApQ}y;xIGh0 zwR!>{gxwm-J4mD-QVE;nQ2f8>?O*kq!1^aKt6IYdWOH;4%j_xsuTs7K*?_=wkH&;y zTLSGiE1#6a64)B!DO)W~;@Y^S+d^LwH;G-*F+WK(@!Wr=43OBir(Qdi!l&+*&TNNX z0=*BW*QHSTjv6sZP2&*gE6O#mdQ7156FF>4)qB7Ab;9ZdiE#yA`zvoqn9V-Mj@l(c zx4h6kT3v*Ry@#g@f=K8d>CLYCOdzd@w(T@YprhNu(?5bhVQAf_9BS>lZ7h9~Nx*s5 zji9?76fXJ!#nbgDUZnomCrzDy+h-lIeI1F4!)tOggak4m#!=o(z;i4na>r5v^H^2S zA1@|Qb%-WaOYysESbtRZI{~SN*KfB)l8_2k?30!iA>-agO~)J&zMNX1`PE#6w?8=F z(#uKw)^j-9bc4i=FIqCjp(H-$tJ~#M`MTa3_Qmum^?s7W=GRw=utIa51Cb#@t%CRp z+RS1Ib(f^6s29U_Zfk1GbrDMX7QT4%l|%-I^Zj};6~FWwR^U|<8VeFq%UL91+h%Mi z?j%7|Y@9N=K!oSVzdJR$ieMICT*=~!a6P`WqR>Z#OeF^&DT2hFk?~tK^GU3(j_3=m zqVjkoM#b+8fu@Ae*Emb*@VTk3g_OSOwujT*$_PC6G>m&bN}%2&WBOM+5{)|CqzuY<_GBv3@Y#uuPZ;nJURGAG< z+2Y06;*hMQXCuN_AFB)cB_w*vm)u%F-LJl@Z@;!RiP<5io!YmN*lQ^{&pd!c_OEB< zg(500b5%WSN=Gu?<|JfMedeWT%Z&>VFOF9|DpaNAp|F9!ORWXwtU#IzZz5gDSGhk+s{`cOlziX-aBtBrt^m7Dq*H=4!qw08JYSXm$)cm1P8~$q=rALGE3lGq# zcml+J7_O#x@-KL2tpU|<^=f#1Sz`o#4Vz!3ebWApVPnQDq{o8`=uEEnq znBKjPONNOs<@5SIl@xx~Ea_CE5D|WVu3oKIic?*XtNcaY<;7q0R_Ey#)zqgI* z8+MtDE>#hV3HJhJKM^#^@aWqiJp?h z5F5I%>M`}4`eDxNEqoEGVq+Ycl#X8Cks;tFkQiYz{FPA&G`q*`=M!MCj@?99E}`AQEgfeW@kFGzOXKaEXNDe?C82H<4%_ zsxR9nNuu7q{@8V@zT1`SmXs)wc+@{%uzDkf$6fE8QWvRtZOQb;-BdpdZgT2O{^sds60sjwSh~`7gvtOPEhkhosN+H|32;2 z)AR0YD5a}4JqBx92|Tox{+G3t1VQe7_+yd)&oZZKkka2?K}BGPqY%HQjE{BY3gFQA zZFR7w0DmLH3MI4!c=;eMRK;2VXMK(Tit`0n?#O4+G=$iDJJ(cSfxr}Rhsr9t5L&sd z4BO)ZOuIHzcT2!W!OI{2HLl`A`jxC@2jyU8WD8!(edWP6@YSa~HhkC#)@j_N=KmC@ zgLbmz0%$K9Gz)qoM2h_*FWNjIR-bzR<&U}m>#o#FAE}^x!rT1xLdsVy=E$c9oQ+2RC+>dUY`mzy z!9Tx=g~!~-r+=C-@yaq(skoSd1j}(7cOM3>{*$n=IKzOx`I+TD-xzqR$qBVR$HXDx ziuof|7MPE(zy9wJ3x(XxyV^V1SZj4#YdoDr&CQqg?~rGrF1l*om<9v$mk!=H3Z-L; zjs8B({dC-x&3jUrLq~^<($sDb1{!2vP1EKuusD8cqYaOVUAZQ`)jlj3+&(jKh+3MnpqyHD?et}A9Egi+zY*qY6>B#ienf^VU0TY9|3D;9}98npyG<}?l zB`ZG}ob;ofGcX=AYcL!0UabuKbSek>3w^#H49vyPqN&FkD`?dGm=Y-WoQ~M18OE`v z7!Yka_b;i6jukGk2dx5Vc-8x>%d03Csj4|<>vD2%w%q^vagSUKu?q9wv2tOY^ZAqJ z7aD$>X^(t+K*xWv7xEbH48(TWS@>8pp+gT^Fs+|~0;lb6Er;m9CC7fv(i|*`C_cV% zN;W>!_$_@)&%{HMxB@ZdOa$Alkyf3biKdm3`ci$)KIO-!6=vbk`=0r>AJS0%K=$#UBPrOp=-+7d{v`YeSa$JUS|W~X>rBp%Pegc- zkMe&ONjSRIaOI?4GR!-3ReMrXa6-&J*w8!;gB!Rer8km65*r8Zw%kOS>!FIRYZH)Y zTh=mleLT8*J;tMq<8jVSJL2}68xWr@rfX?=6P1TluAJ{lM0xG1teewP@bP7I@}zDW zmak10ayF;HL8~J0j8YQPuecvq_1C;(0n2tO|=Cz zt~)Xj6eqsRxjqx0W}i+Pev3d-CCKLcyQ8w<*zL8=3fYsSIR}=&9U`!7&P?W>EGh{GaH6;x!dW9nOO73 zthzlk0|yfxNazaFk;vZD8XueiarKDDO_7;+wDbn=!n-VpS-m!Hqd|}%e5TcM8-P5_eu2rNVl?wQ1%3R6HSVF7&3SL-DiRnmC_K=#VcG7GKLo z?JlhW6lG!er@o9Y7Sw$Who1N>%fyKd$a)@<0rK0AQ&BG~A}qf|U}sZupNoQBhJc8A{oNXI8m(WmHD6pxflPRVs-Vf!DioLO2K z5WMKnI9#0q!>89i)jmvumukz=ihimtnMraNm)wL-k9x{~w{BvV*{#!Fjfptv7AwE( za}w6p9PPVclY;S9r`flR(va%naAwZEWPJUt$5&dVl)?f(=m1Hjor3l8L*13_>g9liGAvJbM?4~6Gp_3~84 zhs*gGda~i`qe^N%J3IT-xer`;HurEsdbp5py|Lm~djaC+$?2VXmyazvPfaV<RGN(dBo_%LOo0=Qf z?NvJ5ey|YBIusx9i@BIrrWSevT-+Ex^h3d-5NGdPt$%#K5WNyUcCn%&G#;qoJc;DN zu1j0OIE;@cz0s1-9|*8lajd>pTZrRJ7bnMR39xL>!(prAe7Lct>0v;|r(T7{r*J2Cs>4xbe5PbQK?_;p(+QB1BFOiyRct?eR2F3lScT`R(> z#nX8k1=M}Vo@Q9>CUK%tN;AuXL|15OjU}~8qB7$384^d=o=#-(NR%yE7{{L=G5w`; zydLF0OR_J0*;hmP>Xx*jYRZ>(eDk^NXGG$Ft*7PJdj!TwvrIXA0xtAKb43dRC*)su zL{j_nr0K%`cmhcwy<>YQTozwb3Y4dO*HHJ$#d`=6XMV-&o4z7pmA;^03H7{rTGO__ zjUiCJJkY9WC*{l4U2`fH5>N`Ov#l{B5O|^}P9>PYl~3WCd5;OKIkq-CdL4;3pU>V1 zrTnKiM~l7dpa|y@?>CN8afX_l_;Q)@*V2D%bnd5-cz3H#HzkV10MRjUCZEI_t+Umn zmT6@O4ZyqVedc~RinX)C2);Urfx4s13LI;w)k<11m ziQnh<*YkQl<2>h_=Y7t3zv}|i8&#aeP~YcQQ+88~<#yeJ_W5GOZ*qJZ+b4#5Pyprh zh63z8)O}<4RspmX^w%o+72rS=_WtB;mMMY0)|e!dUJQ#R7w=n8i!s~V;ks*5 zF+xpLZ2S1dxGMj0RgOXloK7apwLVvZO2L#$*W(hH%SoktT>Aj0O{7@PeI-b8S+S_e zvIISA+kbp%D8};kqk{+T6{GI&PQ9=r#W3_dY;e}R7=skuDw$oy$Y4Ix-FcDtPCZxD zK`F-X!XMs`2a0iBZo#cNUB$S#EOe%lN->Osqf2=nMQBNUaY0$C2vm(n{^#lnVVoe4 zBykEsn%)@vs;m&dsu!5`_ZNaOk-$5wUxelc%i2osBJ6qQWtCb}1jPs+4Sm}pY>EiI zX&O`r-XY&L$t?vK7!KMSez*XE4T5`$N(HbsVQO;5#27KF4BskUfG*Z_MzwYU7=JlB zuj~r&E4Iv5fm#3+^0b*BcNU-`e<(}YT?~sO+^|irMX+tJGyQl^gfjm-w;m99lx$mn zYT8u-cVkY;{qZ8Kqj#Q9e<#A_CXJXGQesT|ZZ;-T6GJODvfA&s2+je4r^*V1V3*t9 z`syHroVn9N<;i?B{naRJnJz@??B?N0Wg*m;MjU;-Qiw&0@s2A!g(&@8Z~L@Dh`Kkq z;_Hz@Bo;L^7uDt?etsxoxnMYMBp|tQ-9ELV%jg zKMyb86=3y73D(L`0otQt7Cnm>pllCGYiGFtE#(78F4qc>@U0;zVp={-T}{M$?edXj zV!*drkPqKeQdOrM1Tf!p31P{3sG-ad%0A|!&psu5_%t735qB!;z4y{lgcZa?$xJ!YuhK7hAsd`+J1*pz`lUK$Qd^)WS8-r~dFUlCB#!G*>X0owwWS_B|F$d58giMsZ9c+JWzTVKh;7gc}yLmT4xHcOY1Uu?vM)-5`m#0IQRGA$Oe(RMfW z=BO$g|2@vV?iIwwz!u52!RZ``S<~x6d^lKgd*0qn;~WHydd~=*&q3ng59SXs3-5+l ziAw^R=rl}v=32(Up7Si$h!z9xCJM`}WEd!0>C?DrJ%i}aIgJXb46M6-$F#JCfhptt zWpiAa$ePn8Dk)*W&3Wh87I`{cSFikgwv~#j=T#*y&Z5F{<&CD%*j((E`o1(bE*E)B zzv373sW4V}|NM9}6;qeLR!Ef5&|IRK`7M}^8;|~+bvR5zNyVqzK8jQ*%AZa&^vT8J zwZgKa-4yi51ku{MD5#n)Z{&F@7rjm!)iP#NG5AyUma0At!AtuN+}KOUx`Y>J_0BLb zq}!SyyMloa_vVuCw$i{PUwvY0M1!Zxg9W_TR7|Q~V`2^sHE&uR&P35*bUdLTcm^E} zsTXvm%jvkZ;?CHMQU-!ve!gMyhlved)A+uZSkSW3-{x_F30u=;RLM97L{D!pj;&%~ zwBlu(&m0CKJ|Cj-yco#+^ted6hk;O$XT_S+Oo&PU`D;kAU=KGHzb+OI569>K(qhBt z{qb{QS_G~pX)}8@nOLr>PWAiDfZBYK-G)yLn5AfRtOcM*py| zf6WJK%5}nTs?CKr6Lh5MecnY?qa&nF^0(!68rvWSK8kUjdj@}{gq*T1*MaE?+ zWVdXT^i`rFBqPAa^&%DarTsD%3uvf~Y1flzqQURXzmLK{bo^6ay>V$X1I;=w|DLR; zqp3A+U)KN)EwajG>I5D_qt&tYC=J_Y=Z2`ir(sRXoofjHJ4W##=$ zi2TgY$7ZtN(wtLK8qLP`1pm19Ko$&N9sP4Fnu*2t{0`e3V&eI-fS*MK4mu|L&U|cU zqVahC-8Z*bc>FPKwV^2+UTb1B*oH(ODBC+EW6ed4wPwK|Qyyri#|;z8xyZ{@2tV(^ zfo#Mag?c(0*?Z4Vo$+Mjhu^;LA1m0HR@28bKFP+2RCY`j(QnozZMV)j%7KK|n=y?x z4nBlvWrPHAv5j)}_Wc`NG>!=7W+`%TU0bTDiOd4iEvLhH9t&~xOCPU!~BWiY{FI_*)|z`~8CdX3#7Ot{um+zFV?z}M;Dn}!VN zSVddaJ-dMhdaSp;dpZq=bmEpBDW^fc)Y-m4n~vthL(98}d>&dFwSWHx2D0z#^1QY% zu+vIq2JadT9a^m=3FEo2u}hk7?2?O!@jH1T85H;ybZCubQ!utqb=Kt$3Oc&vY8QIt z!dSD1>pGZ=!wrp#ZZ}Y&`qfhE3SpA?swVVkWAS4#8o~w%Y>0B-P=tz3mN0Wu!8+r z=$X?!ci1@_;hw_1JVp*~-e-Tkr%b|=p`V5;=4E4xq-RI`NCx7wIEBe)GcfI4%pIT3 zbXSx(^GQgrd>ez=v8LpWqG(D5ua4HM_e*P7@quDq$(eygf zoP^*-9Zf^JWIQa%MJspVVb<-kFU}<1QysWOAVWu-Iqm91>c|!omOYNLV%E z)o7SP#vZEwz^_p<%(@njIu4NVWqk35YAq5T?c7A4E(GAaz$X!)Hz|!cs$Tt(K?auM?}EJu4T=jMTqI6J&T4KZxCXpNs~F z?JM0K$#`C(d#CsU8HPH$wk`fmM&(|wZMDr5T-6VcD$dM>dCzr;{a>iCHGiHKGew1l z!Lj%^1pbEYMUJ}_a*^`syI)x~1?yMu53a4G;Juzy@;ZrJ?4wKSSA5KcwL)-SAL^N21FK9M>Nk{bb^D$bL4BT6+I`c{i9eTl??mdGvJeb}rV}6r{_a~~g*+f5m z`egt|K)AoUZ%aK5w>QbT{37a0$x_kox+McGeVn6%;|x$QE05hH_|3j$2WLrrWkJt8 ze_?zZ6Mxo)tb0Jz`|ZAOcD8GnsM$qY6{N$2yutBQ_51 z6!ml%a8UZMEq$pK7fHQ~nzedtw4bcE*v(==MMOD!n8Cuqw+2@_I$1b3 zt6iRTj1ASemvZ8NY&_GmI9xQ!L8zcVtMCUG%U2uh81v@gZ06egzx=q!pL=Baae`lY zNu6po7-A#!k$s(X9UJ52CaReV90-q_XlHOZ@UZc%O!MR-gMJ~$(Ts;~XRT`vss!)c zvta$zBt8~?kk0En!ox3%nAIFj;+&q|D2vA&xaeN@VQ=dAVz{Q@K zCw!tDxX_Y$pso_n#mqDFgFW2%mg}>ii@_WQX zUeWK!CB*vc&4-@1ySR8+@ylV`UJkO6d1dS+8$Bx|w@eW8{9CZKaS*W&G$1W}q{o5w z!f;d0GY)9K&v#r1C-Sy!!l8?p3)6PgM62&6_+r?;)hqPbFgTHW?K+2ru{FcJ|IV;r zcCFOfi@4YN!Ih*3yV#JlRZmFmVB@R&!x!cMIEZHqRgoqLKAvs7&-gRJE0QCFRoV&O zB;iY zD3sPo^W`G7bwPKH65+R^h>}R)&oJ0Fl2yRM?_txWH~ZF|*vVpWsEI zeQRRoa8Rc|ZRF1kE+ieUJqVv5^6NIS{-_ckR#vYMt+eCgz^BIo`DQNm7C&^okj=r% z^y%x)FClO+Xga7vVxvF6_F&Q@Hl)4cZ%!@dz+$cXrQr7*l-+;6PST%?^3oj}BW!rs z(0Z3;V#$Yl)92-KVSG#rx03E7cswJlaKSNKE=qkLTuyq;f$o{566SX~7;@Wwjm#{PBTJZ39+X;8kLmr-326^vw;6qJracHu39ynU|Z)#)( zc)FYFXBjEL-0xLaI_2|m@6ZtWTZI5dKhqV2DgvAl&ndqUkO!p-F0*=^j|?hX@=GQk z?NXirbr1N6==ya#$|w&Gl)?lFK^~l(z9*=FwB zUcUS?8Wo=h`Etea8^8HTC|7&FA(il}Dv|S~fsb0rx8LVn9`5^JoOW`# z0J_Y8{*m(n%$XO|;lgApr@<_O zi;DKc-fIZme1WqH>DoNB?lZ`Yq7iy8YnoY)IUlpDHG1>P`RJa*esVX0I;tou!c84vRyp>A%VcuD}Xr00&_g?Z31OL(kA;Nx7B<4ofOKIU-` z^km-TBXH=M<*ix*Hy%L+O|^Mw{9?Ile769bp<27KQGo9U2PZ#Y$VUU^I`h_CA;vec zqxlp0kc;qHv+71ZF1}^#RNk2nm6;p7r?m6I^V~Cff!H5^aC7`~SU#37Yi;?`n~#pU zR%Le_g{YPZq(^)cqGi%0H``YP@26>kx?vGQOexjxZisMNu`{lFt_bz9ccrvPg^+Wr znz87k5SLr8vJ7QKAakFYT)8Ad#GBZT!F~~}#Eqpl!o=W>F)#gIUI4kD%>$(;3y@gy z*T<$$jOVj!n&!rfQGB#A?fY#p6lOH$w#SOmokg#Tpo_6(ql1HJP64hp+MCaED1cFQ zz`hR!1&FzLMCa8+0pfktyiLy*V8P_n?D5xP{F#>;_cvLL_cN2_zqpDq`8p`^xPut# zFW9q;JjBp$RtxmGB1Y=@@Ajh{F)m5_b+A5((R1kRgnyYBw;z34Ger13_tGJsMY}|J zXJEAd%M1}#d3DYh7YOnG<%Z3}G$H1DE2T;o39-7%LzLPngszdoH~pm|L{a9?P6-s@ znse+mdyxohXYR=?8y4ct)0#^r$ApLqQBav$A;e$nStS`n-j9E64{myy4@GBNP47SX zIJ!F4bC$Lc2lsHze_05j^4(yeRhAI9>{;sbiF^5TVvyE#QV5gSF8x^r`S7nlFzwi~ ze9TpRzH`?H0h}M!g~g)bywMC|UXa_&MeDf?H4+0yHPmJ&(9={SP6PgE=O5@*;h&s>I9p1C=7Z2+lUNg$? za-nIt#HOW!gDr8+8=mYV^wojwo9jo}h)Ac`c5db%<`Z*V?J5WUcV;(9HF2Om+IYYI z0vA>N>5KaYxNz%!Dl{u5=KIcKZDA-ICAFjdzo)bD@7SjyE-@$RuOy9YCD@3Ja*NsL z%Esx%?*BCt_Dz!ag^UO|h;t8gyW+*g5&63Gcs(w1POA$Y>)BW;JFmE*nT4S1)h^jb zSePI5aK3>F3p!_h*tj2NAz@NbbbpuyXO)f1!uf23Ri0k|f|&CWO|iRfF6Clsa-uBe z3kR=EWO59v*T;J%- zC*F54pKetfWZ`0X`hrWoY{G^^W~4t@S;ez7ba=Xz({da6N(vdlK=N?$rOa}wLut1-}#@M>irgMqECcQ(ft z&=JXb6y{|{!;zJ`KVnZ2dcU<+L6Vz`+BV01JN$CtT~%;A>U=KR2B_@3A%a)8>Z&|A zKt+vB>WG^W4NFduLuV2CbYtVg+(5J;1-^hA#!2&3zJ^YRE`E$F|gd zK?ZlGU}dl#1$nKHPkPr-U^ugSbEkJM*cY|j%x$PBTH$2Uq)$V)AYfa{9x6_{aJ8It za>3oPTOOTc@O-Kxg@o=XA8h~E-A+R2e}CjwYLl@r%AGy2n+#R0-$l|qGNJdjC58VW zyJ}aWYOWUAj%K9-I9ZH+M7KW6SKkYlOwgsXJh`B*DvSD zWnd7>Pm<0#wV!0zPVP=EdqINiqK3~O zpXcCiZ`J*i({iv}{+OI(SvCw}-EKI93>lQ|kRPpyed1xXCLW1A7{FoN`aY(I95Ws}HHTQ8tk~K}y53p2I^FW;$M( zdaE&hW+29coN;n03-47N?Z(&{#N4>Er9C+f8L!iFG-FbsdA)qEadj%PuP(26{WcAp z-S28VT?m~%!0aobW`eU;-C|XL7WP+)6?zMDkYBW4>iJ+cvWml!QyMa`*6h~noZvK6 z`BvANUr5El6P(j$SEs^)wnHgYkc!kwJ?^REH258sZChoTfu4&KG$V&BbWc_Dmb&H; z{9x$Q*4J66NwN-(yp#d`s+G!mv~=i8k)0Mfr9*x9RL5EA3|zU1pAsRNFl;z?GQ>X{ zHy$+)(G*EI_+*{cgftnZ`46n(EhuVUwG6EI6!-1N)eJDsq^R<)WMDOQNTjvMl6=t1{!QfR3{H00wk2@<+XNS7eiklS&6Bzw9P(+WT(D zd;e5SCV$SCr==jHZ043*naMc(JiaSYB^kT+JBh`r$@tM;F|wSLj1FDBKprOr`jYf= zzry=)NjrJ>SyURb1}W2%Oj1D`DXlYdO~&UYNB{XziTJ%o>QGN$0=Q~ptCTk+pu0CZ zZ~OWL%===x!FD_Wf|ql~HtkMAiE^t_*CN912E|W?2B{!#mN|Q3K?-D*1B){*C1ODM zNbb_I1jrOoe5_mV;qaK$ns~JYe2UL*2=q$Cm#5ssx1&k898NB2kiHM{!xj%))ijiz z57RoBmIlq+edO%z_i<&S$)epe8BSep{qL3}BWRGG#9y2Y8#CcLH|J#V7piAAe@y{T z_L-pNJdv06o=&1|>8SO(^_gOwiT?or0RR6CS9dhk?;l4rC^Kd6C@Ew_;<2K#XHsU8 zy|Xf|y{?&%dH1!~my+ZyB%30mBwIz2)UQze?qAP2pL0IvJkR?z-(%PJ&EHcmf+u#9 zEf1s~0^1r3f9FI#{NrO(Pd3a4s~mxHy1{(dz+8pKs|A1$I9Pl2Xd(Doo8+<06agHv zx+Sz!0!Li3Wl}$vfv6DYEzh}9$PNra;UmQWSJRZ8yNkf2P2^X{P9Zpa3b{G@vk;`< zwB6~QB2e8pe6n4=1lT5zSrvAag5Kc$`bkY3WR(5JeL#3PH_{VRZH0pZeN5dI%Q9fd z9$6D?D}@U_c{kMYrJ$SY=E0L#23_9o^F4EM;KMMbVokzBP`yjF_!t2)`z+5sr6+-b zQN>T503vkZ0-9I43DA~!tQZOjz&M%F_Sl?u&IDHm)(~K|OY3#gAtD&`D%j$Bh_LuZ zIi{?O1j-7;&HWu@&^owQ|EZJ=X>Znt6QW5F#h%X4TS^3_CD2V)CxV^R1sNj&A{<;? zHqgFD1T9D25r!QiSo`)5pKBq(u7IFo*IhFBPj~cv@~6P2YO}k276ptDzI6E<8TQk6 zeU#-Qfq)QKwoVQaUcM~Bh{zK`vL-l&U5*H6BYOWJ{*B=2h184~oHu@J}BNYK@1 ziqozj1ED*k^PMCGj^CN-KJ=d8%Ep;&Q9ijxBNjgsQmO(_so z!mK4TMuKVgwa-<7M2OU4zt8ub0J`FLa?Ao~_c|KZ#*ssSBI=9@@CCW4%wh4sp~k5G%@Ysu z8Nma7X?QS9I<H2(q)hE6f4X=vi%;On_$9326$ttn|ybTqu= z?VY@%iI7uPtk7;p0Id>si{xsC(TyW4L&tMQO?_%qvmLjqWrt~t@k5W#I~aMW9x1lAfKuGCf#;X{EIhrne5 z1YUJjG`WO_i63rFhKo43u&XP&OnYDN&X)kic^o8)oKkjk!UN&XP4>s4G#&ju!e@df zz_UKR?Q$Fu&S>A%`UeDHh~dpA+u@-`(dMao5f0Sx_B#x`IFQrJXTjB$fx1~o#Pjnw zIC*8z?qfa2HzVjBAL-I|U6(ehCF4 zGz<$*3wje^WqiMlcDMW_san7Q%nk0B|LFx1c4d-FkwcFbo zMCgrKu6je${|Vb&-JA#_$TD4(*rw_J@5IlXD^n!+qO8X-)I^40jc6iWJq0{tcYW05 zDd531*8O~(1fN=mgQaM=*M^Ml-2Xvd+^{CvKx-|C1s?4mG+o{{<1w^9~v4 zIupTPwXoaZ84>RPEMS?iCPA#RNe>-OPm-dmYVk}IAa;($+U!!mBJ39vCwn<4XjN)2 zvy{U{Pd|r>4GI{(98UlJl?;6@T{3jFWJt6%$W2cpLtM-2eLWK~cahpCLDvTG) zUjBQQ3JVEg98zB?!1A17bH5=Kl)gwM(f3l}O`fXwymL8ZyT^#T2vk7*tEuy*Zz^Et ze_@GS@|9o{dv{Q}tsG3qGTie7DrALOg)22d0L6dpMdn()&Y0sU`FNYQv7yfLUa>&VioXjIk1-+Px_iauT7e@2aFxosZLo!ZEw0u}5*7Uxj zfGvNe@B!v>NMpKAn4!(*PtfP-^ky>rlrXc4q2U>&Xu_BW@hkJ; z1m0lH-&?fY@p#I6k(=hj1yAeNifKNJzg57O`h^HPC7&YdD@kw$$9`L%LWcVnjVwBF z6v!%E7)$9Q17Dx=fpJ$7{M(%4-=XE`+iX&aTg%p! zAiT{yqoP&;eiJXVmF>!bd*9GMqg^VTTP?dbp;!*Kv%fX9Xt)_U>cu&TR{*m>zFrk~ zC9I@WT)cLm3SKu!n+hJUhW&?y?DBPMpmowaN0hS~{2Gla+5S{Qj~;ncR;LmuN*lUi zJrxitgy%?Ms03`U?2BX?|Cx=CaW8OHL4UE#g{Y5J@KG5yhu&5LPY_*_&*vK097v09 zt*!xWL6wjcyK3l&yIpXTTm{lwx<}rhs)Eo8DSo%LO0b_{+;o9xJ~|fFK=q*2WrpZlcvNI2|FyIZOk1?}#!TyBVGZSWzpe+>*&3#AHubQf z`FP(4Tpes3RF;|2se@SQIZaEZItb0cnW>1@fyXQhr)+Z_Ff#E--Bzdv=EKd#bl7?r zG`w}>AVUL$HGN|)3u%Bm-CEgu-|8VqQdO>*VLmhWyc@tW4b>_Uy< z$wzhI7u3_7DN_%xsrJ-Auj)W%P2%8;U@Z_DQ+q-#)Idb8ZB=<-HH=>=!n){G!%l(f z#ka=QaLoF+lwn>q1od0T>8sShg~_-bx?eSr_@!>$zo{A`C>I^`OsimOZkbPsSP6Wy zgq*MED&bd%2IKkp3iybXDW@=3!sWfD(-HoaAW6tID*jms9~&3{W~@?1dNJQ($6KC@e;e3SwdW%qLo?;27Fnbe6{N z;fnK=x5MS|jgKlf`Jw`JTniX(Q7Yh{jKr5d&T>G*?;?)V{H$L|{3VwV1*S7y_6y@^ z{ntD8!%7($6o`3>%0PxCxZ1aMkpfG1|2MbRN&)MBy_UB&G##A{iBUdY4h%n_CkRIc z>b2pW9a`SGaq%A?D-aeBr*0lyvu=(a1s zfrq6VVz~89Jp6GMDElx%fP{N8j5mFV@HF9OB_}HZ9{wUFvZAO2D-V8SGWyuP^`$G!bt0R$=RXKy>}5dgJ8a^SQUY3iJ6k{LisAX|Gn}yzMeycbpXke{MKJVlUvyS`F;sPk zdp)8r1*X?|m;7Ip0p(<6XZ;j5zxUBR|5p|irCG)P#$?0zn6hucfgHF>I+%FG@;+z;Bl`YhxxhD*%Stbu4SC6V zYK*tApwaDkPmm!67TgvOZAc{nNm0-t$RrUIuUY)F=1v9)u}6E4ZBijBbZkRbIs^6s zc$n4cQek|wlEX_r9)x0sse2hQ(A^lLEBGTCR)*LpuIo{7xuZH}xhw`qa*V4!J#kQ( zQBrmwFcI1n&ei@iiidUv_{;Sr3OcM(3Eyo(fRtS+XnQdj%BSpH=M{n>S&{x@Lu5Dz z{c;@An~H|S&B3(sia1alN!t-IPlT-RFIj&u#zMiz#>7Fm{IPeVjfoJh_4&4GMm%)1X>}fn zjs`j3$;vdk5ctKaG*z$>081GWf>oS;(D~u=vuk;N(89<&l(NqU#@`oze3t489RZ^= z=Z|_pbzrE0(uN0oB=fNDq+5c@>Y|;`i>oNBCYsnhbsh1=SU7NrIHCIbrAc~<9hzD@ zEvWZhAC1obE{HW&hI-!{acAuAcD1Mk+@}|ZV@iN%gC9!&-``7*MEIbTA z9b(4Cm4pCP`RYK5S-lT>YixUbFVYF|a9N7*IB6l>s(3e!MJq5RY&!~2TK@2z@~LRzskh}%I%wO*fp8~ z?!n-=Y>_-*o(*aT3Y zVNe@quU%Rk3@Z0dH>`Ji!qjfkf`7jww9L2H{b09)ato{TSJrQWoQcaR4&gg6Q~ueg ztkV}->ym!fG6q2InkJ?^I}9|2*jQVV!ywlwhll^3FC2Ygy?OnlBbdr3oDN{OfQ}TF zG%}wNWVr-3IS-ga?u*B6+`g{B7b_*niSvVrx!%u5st zty31GAwnQ>;Iv67h{&nt`W^NL#~1&)W%OM@b3L)s&FTge9J*oYCw~KiHhfo@kSma) zCM>Z<{?Mj6Yp#7E9Ioc%Y%AtQ1D#Ft4CAL@5W#Np*WC7kdf~@+iX=QhqIxNOw)r+( z#>xqEo%Dk7dE=3V;6Py1Eb&kL8xC=7C!NJn49IZOEqNHlf^Dn5((G^;U{sTBrUd;# z@uT#3dYC($9Q(=Uf8;he{?$0CU+WF7B&E|65`oau8BxMn6AphdGY2w`#en0+F(;?< zanO>lK{-LW2LX?s}LHrBCbcmW8*aYo#&W_vyi9O6Z zACDVMX#{4!wfBPZuRT9PsX^dF#K`Z{iUc)mjGkX72DW=eZ(276LxFzV%R8t1z@{a} zzVy8(s9?&>6drkk`IUUnPOTtVda2oDnivL8JTFOm2VlU>wqtLc5D#=08g@u*382?k z9X25!18#CAr#vPiA-=gydp0`~6eG>NuLeZJ1zF3eyi2jbzOmZ<=XE?}6)o!5#iam& z$Q*nhNZ?HbF4AZ!A>wm%=~&YlQv zpF`ak)KlQ_qPg|lwKVuEf$z!4Lemyu=7OpOh0`* zh_M&vC40ue(Te)x^<&XcNv|ySiwOe+oo|m>#W7&pOR?>ri2)(bMpqDy2Z29ChH2+S zxWzm9Ch2qxEVSwcR!xV%_O(y$PqBV*kTK&9^OhULAKv$=LjMk&?5U3z+j0jN`Iha$ zLN5qE@Joq*F#y~edpX>3VbJfBAc~y}0~_F(;#2hi+-~*$6beG++q!)CX-CBDFQSwf z>5d*v4U~Lxb4Lr(5;yyIUC^j^hROPE8`RNqtSzBW5JVz6vMR~fAd&rA_je_4=t!!r zdMQlvujZ8H3(|H-nOe!dcEATs5DNB7qz575;k7xf`4DuPI%~6v4MG7t?Tr?y{zzgw zSm=75JGyv-+k%(X4r!|9N4pNHq07@Q6AczNXgBzOt;u0kF=LMr}FO!&STsP~KYOSx8Z8$opE5ljhECq~ zyJeRfh!~E4y3Ln<8}VJJTD?DZ2MNEm2pC}qL1oqYZ)TG)$iDf(oL_G&nyT;FFHdMR%`?=wp$J|M!=Vn$l=J;`;%%pcDjyj}cxu2{m4q%-1)H zL!u$QJEdlEX!zi%;2UE}C|PVC;Um(K=|`AVC1xP!@axU){h0{+_=&b^O$ORKtI=FE zn})tJn5KtsB_X=^Z&kZaC7`9^1$V|r803+}IncCp4=q06;$BOOL+qD?jjhk7pn9oC zc_Tq-sN2igU9kv@1Y5?^7TB;zmXeq`K9+)5)C#)Z97;l7Vlkfw#N*JBC6UCFcOub+ zqmC1i*+Gblsl7rkIug;L=uFvxI3!%{tP{+dh$QfJ+h@9xkch9VRAz4yn$&+yED%aW zoN?nP2d(3f!^c054`*Z0ySeuKf05ycqJ7iNx56JCv*akq$@fEF4GEubJq$;tZcI+^ z7h}<*2D-N|_s1i4ASUxlC!m>%eQPsk6Oj1-8k)5esfez*#gzeE%cR$nt-Fz@SS=5CDim4dg9ByQ8l+c#{=ge zR8#Broq;k1K<{gCN(r{|mYW~e@1eVTe$ z2VI|CS$oXpiC(&$Ipp>r1bzLX7sWOkhUW6mv3hAnB1>R--+wg{8I%60_RohRu`4%E zsNV}hx*bYiPjq{tc&|c>|1R1gx<{rssTF0I8z&s8^HYZDaI7Fp!5u_CQC1|g8-l`F zzVev{L?BXSDE;SP3{sj^6XUvvK@L6!*c;SHRKRq!sYx^xg=*=pJn*31GjYV(5o?da zO;PI}|RByWKtOQPIozxtt!U|3Z<@PDsPL zL?jZ=atLm`7=`lUmR2{pBT*XHL5YprP!yrSwDNA+A6*(bVXaJC?L!|N*L{%UggR`4 zkoQ*6PkkVo;;a_a)=#P~>o0T*u@~1X^Nt$)dI-pbeky08W)uL{#61k}OF_ z&QlQ?1xuNzW5z4)a!&>#T}Z27Ov0l5csbKgEh$LZ!t3_%Py#Bc3$@?q!yucyA^UPI z463m^muYC8fL6)p2i0a$kfP$foxg=?$hk2r&GjM{Oe1-a)tU4t^Sfv^VdYF=g$p`-=EG9vo*(+;P*$2~8HM=MR!e&n<55%t z8!J993H|bL6j^FbM#>}Y4#u*{NDiwyWfq@^h=EM9DNp0jOxh6>(Yk14b8b^7R4N=@ z@uRv}nfW85CZ838ZvZ;|YD8`qqEY-1i1^OS5Z^}A zpSYNIICC00l)tMh+MkTPu&nPd?j;}%H*WiJxj58;y(zx`K@`$EQ)K0>5Qi41owr*@ zlMzSZ7pKSuronl6v z`oSbLDixg(ZWV`A_%uxRU5rI1?v!B+J(7{-DU%y>G3iL`c+21s)lAfq;LV$%o{8q> zAceCb1M%*>Va*D_qW1LLUhzt)=)RQEj>p?X)D;QR4IJ?ZGja3e&*>P{oSOr%SFdC!o7MXNRGr!0RR6Cmw7zYPZ-BnBvB%fQlwOJ%Mj!QG^^hDkD*j6h()SpO7fz4(Yf5&dhgazR&ZS*XQ%T{K0^iRvHP7dP_+kVsUWm z_KgMgWCD~WCyevN#Y2dou#NCr5_~QHSg7of2q*s~)A!XTK*V+NA5|f7@Z6cZkOr}U zNz3|jBOn^||2*F_TZRMYqvjVj$r9k0X!q#axdgblL*4rAPBP36zbX`wr^3dbvmf^= zP{FmNkhfKw47T0{w^EG~z~|@7x8N8HqDDok9^0eg^UWiBpCl4t)Ql(blTad9w{bU^ zSx`Vj(=YkACKWJ!76&daQlKj3_=dsbM5wDXJ>oPG51Op>>~>NtQ z|E|C%GvI;&krrB+40+@4vhMv(hJv`|@Q0bnV7c=nWwM+B$9I(tbp<5B$+Cd*-7_@M z-a}q_XiJ54ZZom+N%pwtPeFD0RJam$V&j%UIZIqn@wBvSEK|P2e-$EO5vz5whjZfKHj_P4p+Juo@$B@`YbA1m!+U z)h|c^zE2l)m;RTQ;3If076@f&1NM8c2|+RL&*ML4n`xlWww>R3L_jIJsI=fr6>pFDps~ z1Cmj=Ii3vXZf}VStWJOpmQu!;84->=?G+IliGtq1-aS4xL|8iW&UR`O84hi=F`BKW zLM%nk^7bbh_^l||6;;u}`i6@)M?Vb)sCV#sdNeRdU9CARPk}qiHqEl;B)E8bHSztY zSZJC(cP6(^ z%-MQUi(hpeS7iW8_j&rb4g+>oO{^bKNCLOAea921G}xv@nflsG2G@OeyI5KAz+;7O zTxpL66QP=mVbgf9+SU`3rx^?OoIRC2i*fMMMUeh@M*=)qQ+nKgFaesfIJUGE#=(*Q zv`E4^1o$gTpZ45=hY zd`!q&LNHW6XXz?g2f^Gm0prCDe;A&KH2Znh1Bidr!~Y4`0_L5^)2GwBk(u|hRoqDj zB>GD2aM*?qDmJW`l6G=JUj6HL-_2e_n7b-}OTH>04D(e)H&qKTZx;NA4`Bf7e4u&V z8c>jG!ktc*EwZ(&cM?@_MPc(5%fBalQI_2In5L^?$dXYi7AqfujQ%F}e4ckf*cw?d z?7x99_BqezF`|I^zU9qWwE@_^dZ=vFX#fY>3dO$Jp9jpGI*aFm6lyX(SQ~~+QCp++ zrtS(CH1R`(+!5}DFiVrI1`N*)|_AX1TTy2(IAuXVQaiYXumerRc|=$3gMbip*X` zYlPYJyynamMVP1(PO++X20U;7Q0+w@uoa^1w#y5E(-+1Z8~TDE>vX}F_IN+=Fb$Z@ z*7gFg>Y?VASUbRqM{N8g=tEOWnF>kA7dxEUOk{j$3wft0e$sP_+^lSWk)Iihe z>fr#pvryo2|M<~aCukE2DBh>K(s&H4;ot z-+Z;DGzM1261EGl;vp#8=HTFG5=efZ?h)Tb0g_MU{gMPSXoh*X9kC+8$xYMl@@yaW zz&=v1xfTO^k7KI3h9e=s;q)GngkT7e6~7*H1_#es`CT39(co7pXz|&S07D<_GevpX zzRS|r#;ixf@{E<+lsz8O3Ji7)I);OXxLwvXX-g0oKOZp_M806)5fOA@&I3N_@HtpZ+5>ayIoCGN3qbVqJ-AWf1U#*M zL)roXfHz$&^>zt?)%ydo^N+&8Ejz55uOS@x7o8)j@gXqc`Ff?yE(l&J>!kAeVumdudS@_{hT0<-H6?}8N24S6-Z;d1;{Ld;qSFz(;K5O073D-+8Wi?Aqw z9)0b@ywT8LCOFNth=+X}jfRizM8b8yeP-?gq2Q1feI2dZ3qtQ7~36mbTTJh2dOb-7)$ zCmP75QI~aBu~6}+SuL(K3QlMhoOV))hqA|~`mF@Wkn-|#|C%!uzVq*p;MSyptJuGa zqigIu_qVjdx`hJL;?LZMk`kd|Il5yrii2%KYr;+TF+kJZIA7fo1)o+f{kqORmw!fw zUZqNgvE?0$xq37NCIQip>HSgY+qEKi!o#8)ej_n z!QSt97=EU6VDVTu@T#TUKWK!5(OgH3jk5#@E%9DGmKP7V9_;8$V!sPHXM)c07&5d9 zt~V#GCxU>{4v&bg1TZrfEmQUi~X2El>Fa88T|HbWB+>eLHg!DtAl0XIks zqF~j;$BqA1BzU|~Q9Sm*4+i3U76o4Tfsb6sQ{KWzcD}b=onhzj7bQF`H8*0||Mi0Y zpDzJ4ZMP_S_D6%A&}i$k$9S+8o_A$LIIyn|x>a;L3dW}1w0Ccf z0qw}-%SCQc5bvT8iW;!6>!<#q2#!!_JS%U2Px6Ceo}If+@;kv(wMZ>+a)XlweEMeu zLLg$R?{o7>9Mmmab_P6+fsyJ~hU`o%oETB)WE!#c>OC4n&WeKhhAZQ_lUT^mh`A0gaNlC0?}}**2<^Eq5hF+huDxi&=zpuyx>?rR_mK6a{k+?Wbheb^PZ(@7yRH1utc3w!&dVP}#JP zevzHSt5>dcs#%f2@2%WF?j?hwwn-~Sn*;+X1A@`x@nEgG)#v5KSlId} zIac}x30%T*$Z=sbn9fsy#T$3U3>q=X3Bm*XIA4}2uPKT0n7r%O5p~Isek0PDkCj(VYbGh?MIt12l-QjAH z2|Hc4IOQf~0U??b$GDsg`z}K8dqOsFp8Relipd7%NbHwW`dQFnqia0tmaaJbvt8r>iO|!gNx(5gj5a_6a${yStqf8!)AYl(1AQ?_UISQ+nWb{ZcBQN zuUU|j%Nvz^k_C^5Dl6WBOmO>5UV1W=1N+Jqx@Tju;L2jZf!SydxJd>nn~Sg@uLu7J zTg?Johw8M)7z^GPSuZHczq zN2Ng-(;+WudkScCJpP!Oo(fVw?rAAeGvHjnXTFZ(negUmDn6(!6Lf<&m+!@9g5~=5 z%@?<4z}@(F>5*5{fN1^lP}7AJxF@YATz-ZDx;xVJ_I;rNyMy;^=g1&%L%Q0(;NL{DxodL)NIfSLf4LPdzlOMZUH@!x{v1t+U2dT_8wA>}H&c7bvIJpRfw>f>Haw zU2RwwXyWIs)g{<~rXjZ!?#LOy9tbbB^0q|hf(`&mK()VI^3?J~D%B6PEUoO(ft#-x zQg>9L`*vk%o0&aOW$WfX3c5m@^qsRL19y<}ZWeP?as?H}<$@1s_MkaE^s^x7DlpB6 zHR}-usHyX^Wr&UqnmDXuvwGABbo+-ao_jgN=q1hE+hwj$K-IaTH0=&fI>R!;70&R9 z`g?PB!7X6Qk$N*Ev``bgJTj-}h-Qz{?v(xULIN6MCt{?nkm6|956g5NIFQM$P|Rxz zJoeeevSk)vlsO<6I{`(FQR~xGGw#ypWu*z}(j1VAPRvwY*LQ zi?*el*tAUYM@={0e_YRI^UAxie~LS`ktRdn>0J&*XxjDb&nbo?U}z8cN;>t>tY2$I zgq0&wX{!8>Z=Vn9mLq3I;DV9H2i-07B`l&Yg>s3OgrnjRiS)^3Z`4-Yuan$mk1G7q z$D~Y+5yrauPo0rEV$y7_`}vKL!1qNp?`ZZsE=1(Dm^(VjuRV5t-XD=pah(dYj6fRX z_R6VOIAm~9Hx0iWjIsic9@4S&MohkeWb82y#N0BZu9xqM&IkFWpMBwlyduP^)JFr+ zz^+RtrpLn32mW7wO14I$M%P=$N0W)jZA89$E}ewz-yGYsF+&@jQ3y(rOy&Ngz z9vpIFc&olXi9>mmK!H?wJTg~uH3~l&jRulAH$Ha7qL-B~X9A`YkY)JCZLcp-(bqor z!md6#617{UX1$=I-d@#b>z5PI($qn9{1GDh={jC3!$&~M1+lWl+yqqCy7!=6QY^Ag zkaOBB6OZ-@-98YblZa%hOA;jHsfcu^=i?7GI?}Cszk6wkhE5Oi6y_=?qGsor%*eG^ zl(IQkTJpabG%9&U(zhoXy$P7#Ft`zeR9>oU7f!_@jE477-Yp4eXmtPIg^WZbhd1qP z8la+sr^Wb^MaXEAEYFgmV;nNye}g0DaxBX7_g`(Sib3PKMjrWf1T_2N7uSS-9J(CT zzh88Wgq)9PnBXF)=$j3p{Xjb%J=CM7Ei}-O^844^7R_YDkAKc+WRlS9nNt?GViQna zXYtx090{e6C@(5_C`j*=h|h>V4Q0z5v~x91Lgl}zvj!}ZQJ;C{+Vp``gyReF_U%eS z@_nCEt3qjLMv+CzsiGpzF^61zc0KHhKEK%OPDPHgH{#j!^4f^Ce9N zDhzP-MS3X+l=ViwsWZ?~8|@Qsq-khxV+;Aa3I&bmx+(HWC!)vySYfO}5^`C4(jb0@ zjB-a)C&Z6Zk?H;&(-|jdD0I?1SwD)7l>WRa)h5x=OPN2Iuuw80aV2^1eHNKU)(uGCzb}2DLE}=2b)IQ)$Wn|a?WbWBI%1_~qN;{R9wsKQICf*v zYs&D3EDejSgYBY%Gw?{D<3(MmA^~v~B>OaMg06{JQij6)QfE_ z#UT-muR}udB-Fqyf+^ffK}XGhO>WMhp)O@s$xMC{y5A5wz2`dv0SDenQjm^9+CuBJ zmnrD_PP?sIx5#LTBG3Kv5eZGd+gzh6N=A?H1fMO9RFoZ_SL}U|jwG6Rjtt=#NK5Ot z!Nc9DXb|6RQs$73#*AiMp>6C(k86RxNkE9?<{*kf3;bc_1 zN9j*%N(xeFuPimxO+zfM>0gu+8K@qMHNj+Np=3|#9YY+sh_vzBOtFuNrVr9yZK-0S z{2$lwN>w>%yPfmRRBSd1eC}}}(kL6v^)b%s=4T^K8=02Or5wa4SwALtk%=H(@Roow z3)S{X*VtI+Ar84%$vy7*=o+!%ttAv7i6r9>W#f6MXJJ;dY?6iAnrT9_Z7kGMNoihn zVxdXH2OAbGETs3+uFV9Khg8X@@BGc zmD&61;}7XHvGS3?)XJ_F+k8|npZLB=BOk>{UM{px%SRql#K-*#1?Wm=@%4JHLWHN~ z2)|!0M5P^VudYnqLmNXUw~Z^^LvDA_Cf@ypD9E+m@HoBzeQM88%atlXB7dbCi@6Gr zQ+ry&1+4;PUyHj!eo}xM7k*DW`WB+@6Izyh+wUQ9(Jj4gqxVo#^t}B9dq1zwMf*zP z3lR0c)oWoA`Dk!kuhS>PJajMdS7&Aj3l)0m;5XZ`5bWvtvhxKCxzB{&U*gI`xGQtl z-!|tV!n;toW|xmPGwmDOEDO+I#U_DYukum;`-N(gzbv#^#ecDw%tTL(WqRvWa}m>F zx9*4c*{C;0`slR>*=T#t=O6`44mzcm7Ax=}2Nmh0RX;1sMdy^|)tw!gXx;ygW1%n$ zk(Qq)9u{PxGd{vj>NZ(O(&KooyKn}YS8ItFc$tR2c;69J@J>ZK%w*p_<5aXGG)9Q% zm5Q`PIBqDlrlNUn`A08$+3Tc%=}2;IzmT*|3Q}_5P%!&IMO&KL%Xsj%-ectGITB|2($pV!FVPez1C`$*c- zL}XM~lT-6N8l`18G7W6-NSZhL6@qLJIL(kpeb8{r4UNMJuBd52KjqX{2h_c2 z;rUefE-K!}Xt(!qMQN0662d;rV5>3)gZ0|w51o0$0J0E$=XYJd4J z0@Igpr_KEedVPC@ta#1=7H*FijS2_CY_40<6fO)xZ7W@N5piH<;1jpF3lCcr4RD>_ zSm0TWbDQ%D1(E1GMOQcjAlh=REp*TgDt3>bi;A;=2cNbwG{}|h5qr^rhh~SzkfnG)Oo^w#;^5LCRoq@$r!`FqV+GZ%Oup^I}DhOb@%k_28)%T~8nQQMeSl-v|rG zEO^EkHPH|@qw5+vMSz3$rH?nI5TQY_vdA-?2)>bDs$882K+0@O9c+yTjJ#j=qd6=n z{*~DO)tb$#W-+6hZNA{}ly`jT9~MOOM>QJp1n9!1HSB&$1g~M4)7?w)P)}1M>{yEj z49f;Jv=O1!GvkeQcnn;=8K&#fga=mi9uu7p;qY69^G=ROFm$iQ-{AW%8n#IYUGgE2 z;F9>wjYK&LxSjJ(zB)#Q+BWW2&u-Cx=dWOccnKBGY4tX|&?3XT7mjDVYsDM3UGu}Uhs`cf^lh6nVt~_q&u=IJ5^I4N@c@Nay116Di5ny)g}Xda9daJ zhUhNQZ2BC!$5Bv-;h50yVbUj>po04H!-->FvbKs0pIm|*O)NUo=w1o=X2B;+NMQ&2KDw>inr5;rXul!byRtbCMl>P<|GS(Avj?ksx+LP3dU#pgnjd2YTo*R4K)v}O+TuOl(Rtjlp<%OH52~3{`cL&fgH%^<$m2m z&xTd9i(m)4{%yM!-tlCzKvc##Dp4>GD$v``H=Qil$l9Cns+0u>HnmUKlrq^IzY<9( z%!OXZ1_ROdEVy1HTbmY@0hOKkFYhjA(TNFx(}1v%;&_Gz##qa4}fmvlt!Kc1oVDW1J@e_%z4qikv)?&bBAQ}pdx#FFe1*~&S0>Kyk_qQ{ zun=X@{@zKL4GtJrN{tAjr7_uuw0@Z z9Zw9tkM$HW;n8aJ`MNh76mgOBFXwQu=+P6wlKULU3DfROFp{`F<)T@IRdXnlXX zo`a7{rpEeL*+}^8X>1wB0?oM1O6@)qpPhC0hQzVqusO8k>=rIOiVLTt8@O1yM^dK9 ziHEt5&-kS|^T1m*Ww_)k7X_oI7=boia2l=K1*jZ2_>NajoMywE=`*!sB^#30o3nrC za*+Oab8A&37p8V$I*fKMVtBekLoc}yY7hD;>B5Dct886MJ_kO|u1^_3Y{*<0u_`&h zg3ufnchQwhl(;x~s2yhE)1M!WR!cYtFkQIO9u_gO*qI^o3*s!2NzE5^Nds}JXHKG`MPam9zMuF>+6}ZwK;uDw3B(D zccvJw`N_pt#_;*>MO@4}Y*(MKl>?WGsue;PIq)r=v>jc`!^^@&RjvIzI8*Pw)>6yE z;sd^7^X>A`PIAws-{XNMZ?}7~5Dx;1_B)u99JqdI_~$vw245;?<&ITcY+NAx{1%f3 zOTAA+-i(OqHu6>Mn6&HoXY&B2e_rgMd-c<@>!P@XB2hukRnza!`Ja7DTy_U()< zX=KSqn&x4L#Vnssojfew$I{l>#e@7a&)}p0F6Op3-7bmbz}(U8S)?8hU)+;}Jon~9 zw`y4Kt6c#E%l~c^GU9_3xjiQHG#~dp=g3#?;KMaEGA3G(kHGQ8Y}E|~SbF&B{D&s_ zxZ`kASm1a*SjU!$_U+*#r=)1xm}(IoEZtSxc%m3a`I>imhp%D8Dn#_*jAiyc#qZhI zuy@k^AH%a4W+(U7xmOfn^EvBv%6|$me@$#>--<%WG@Mz`;#q{PPgCfzx31yMtL}=8 zswMb+&T8V#(-Lf|S!(k_t`v-q{mm_3N}%;ubb96e5_n{(3n+P&ATxP;O5VVA+&CHE z*dlu!&o&I~RsLBF)qUHUwnNw8*I4@LKvD@5CCA?N`IO>n;NOS6uS-$3KFCB*whR|O zkN7?jDg$3E%kIu0he!Ydq9< z#*b6}(o|9mLlJS$RkcMpYP@~whHD{eR5N(q5`64gBr)bvnh)ki>7YXKd`!ui95k>m z!0&=|xqW$jn4I9BT-P-d-{_AH#C~Ww(dzg>f!K?loHu3S;uV7qRz5uTmRlWG9 zkq_Ix&U(6X9uDs4neEKyLe@gPELfh0WM}{BW!m}Jt+1-=cV+=NM_YS3kMXhZ)rsbH zQ+x>iZDoIM<-@~r(~0Ss_5WTEd$Q{au)E++``^F$SbbhOCu1xRo&VmLXKl*^IXKnV z)s>I#-qfn6GJH_`9h-l+@}W0dn042KkH{TO;afNI5nt!#u~4}Hr%yzG?w*|wIi<7| z(To|rcYKiw+{lGm!Q+}h8xDr}f`_~NxG38)#?Dj7!$O8>-SH!Nxby2*zPCdjdM{|i z9Gl=FBG6)?26#BLb-7xNHWx*qc8&KIa^P3@Zb{dD7G6(rns$h@V7GuAcpJ~gSm>Mi zF9-)W#HRAPB)NF6KV@=OhYJAw0`6sO zJz~j%&(bXi?hz)usGYT8H4Iq#mKj%h(b3+$rK^2SE*_7IpEmTTgXS2i@{(_uoo>UqSu7$!8nIbUvSXF_Fo&nLHdCJe;)1Z`|%V26pW zr#X#|v9p76nWnk8_9DgUk#IIROI1cf&9YHr|Dwvpo{mok94`va)P2e_^;zYfOpIQa z8>#Ip9+O4b=nsBH=*_j?#98j^eR)0lzy3>E#Z1R65elyLkEa|o`zRP!zkaSa!|CWy^yDog^|pHKlb6-&>WqsDzldkzsDaW*Nijp ze!5ZS@(lm(^(6~`T${l;pCM2b$HeZK@gonHGjaE&+wT%522SYBx@lZT!?hs!V+prs zaNC|sbof%CW=ETMf}RW4hkK=Ub~A8I;jn`BYX&@ao^x30HG^w>YIKVa6ZNSM;XY{$ zv`%^E+Y&lfnPp081m)tx@@Hp-cVr{s_i?2+a+$c-Jbcz^e-;j2sS6JIm<>J0GpDBW za#8y%u$yW?L$GwuHZfxw9&TlK9G&)gva4i*bxLyZix#HKEX#q8b^qKg zYjV(AT(ZQZl8Pzku|rb_vQQ*Zzrxil1Ja$=(wYsa_$}$C68fK7EHFW zi;UAD?tCj^#k^Ed<}pnxS;^=-6e0EKa5@4cOyaW@@;Iyqaf$fUu*=u1O>XEHvw z_vc1aQt>rre600VI-WI1OMJVTfxoKVT5CiyAtX+9JXoKB*w4$C8s?>AvB%q}<$Kbg z@iBSJF7p&bf4iOkVp$TF6~6H(9962=dOW&BUyWpWWZh_;VsjNOVVNDlX40 z39gw=!kc?F_7y8q(0D2O+0O8EsC(zLhaP9*n55#S>2Fy$m3zzX@@^{X&%UFzD`!D? zOzES3WCk2;Kb?$bq~XuSUtiiTq+sy##<4Zg6qE(se9Yp+VTtMqP5#QOD30x<$e&Mw zUDj!}zN%!{jrXS+DWpI}az$aJaSD!TxC^YbNCv-8Q>@5<0++9oxzwLmP&~n}D}5IO zkz`KTO6>^z3;rSGD0&Ho@8s6Lw+un`c(CWW{s;`l>Iv5Gj)rXLdWHR-(NJhL@xHJj z2Hy)h1{F3%;lb%U2k!I30ntNFC*?w5w}&ejv^)@fQIvNHlkS*n7qX&n{1_UVEHCRU zaDy!6z0&@*0Vt9Wm-(C*04=vW9VIKzfl?hEyIkEDb3fmYw?5zo(-ym5lIqq7SuMNZ ziK!-8H7Lrp}4(eU+rkzCU_nJa;buUb%7xD$J_+j=cUgfS-KgeF$r(Sl*3!0&Rw?w2* z!9j9MOkI~PLN1$F2k0vjNmHx42TnQ>ufgqNZAx}zo0!h*OFiZ=oeb;$%sYcU5Bln- zGrUmNm7wfY?G3T^pHtm;ys)ZuchesUSCkmMz0!Wx3Jxv~k&|<6i0NtHC%4yl5$W@m z{VKBpiBWe%RR5qmp*Zvgr5652TF0B#hpJeTknBN=Z6QZVjI&~_Mv61p*1J74CC7tw zhn5?L4fvB=)Qi->{7XdBin`&*?g(%$1`#kMN{>*1s&>ycxiUKDBjr`-AKWh`N- zUakxuxk`o#rlizElSly9N?iC%BKf4+_`Zh3l3)M!#J2LIiTTRCC2N;P5o*$<=GD?s zL(qJ=mK&8bkOw z+xw4KMUaFOxz+yj!U^yB_Az#A7}2$`KRa)31PS=*qvlr{O+>aEG#tDYPrN<41p7@X z>F1Z(@1$>-v_!1op3fj=`lIYAm^VARtsA*$=pZ31m`%hh~>tUCO^)yiFpF~ zyt$k;lRt)Ek_nT@uCVE7Fkq6n3vzEJ1)1cUgN#DOPA2(Im+YWCo;lAkG?Kc>B66js zJ6f-DVsTras;p^_oqhIu^!O=CDcK8l7b(9cUIDTf4kbZmnhRtkJ_Rd=EO#z#v z2iiZLqsSrq6LlMoTws%Y6Z4wAy-c!U)6Ir`KN&=4jG-cB!XVvW1l(sw(}|{~x0Uk= zI_WNdB%8UML7t@VwYg)=AY*Pzb{f85kW+S)`{(vDiQdcRs6BBE^44jOmRwCPiGHQ2 zHIkZ5xbI(dq$yL0v8ez(o@A23U%nF`uVfPKy1x(VUS*P>dQn#mU9yNp*n%cue=3o2 zib<6`m`%K&E?kyToK4;>pH1`HmPsDWE?*tXPbHyZUso?#m_oA7&FWa?kwkV2DP5=5 z%;bTf>Q{qZ6k;rQckt_X3i)#iCBt7j=-XWB$ow7q52@{_7qPItpd%Zp@mj3rDX)f{ts{xJ zPgRzcYczSXqif}#=~(hn@0z7_Xf%nUXR1xOg%ZDi^XFcr1QN@h%l^&VeMsGFi-ulz zcd{z2O;u3s44IOu)vxW(gr<(3%i)(#0-8xje#m4cfscZ4F0S>azZKNz`RHV92N zhGKVxh<-&)G*&zfsrG&ugT*pR{SFu7&_A3-TQwbvCm&0aTRWq%sG_j$x_ktF89s6S zeKG`Ewa*=gz0N~gQTTFUi6&lAK@Cm3_tpB-|Y0wAl^E0ujD5OQ5F z(o)01@ji5Z-?8Et%g|p@9O98o8yKNT#$xB6MS+HA67aFKFQ#xf38$SWp7U#yv3u9jM~WROc(JWt$~HL# zc0cEr$lXoGo+hQbH_l1W+}w94GCUD#TlZ7k46cALbAP{qIR%Ux^~ZgmB+qo~;i5`1 zDHy31xaG=8!Jd9&>s`;2G1u_F!GKxG7%5$Kp@U0-T)rY>-o=@BtqDKgU>=WKic_VE zdd~32@7sGBJOzj*c;%ir3$*CT8EGqTjQK zb|jOEUkP7sn>j1Jd_C%F145fLAIV$gE&s;;s6@joJ(xxh>W7EuIeLhK@hlvNU*f50f4l8nnW_ zU&rJyu%@GGn?gMkS8o0{IIw_)-;u(?k`gS03MpusU1XxONUhYI&A|AYnwCX}=rF3& z`l=F`CGmO6N^S72W&4eG5?lFZhH_D9i0~%q(qrmsBgA4JCK3f z9bMI%b?6vhnyGa*HW!s`f%D~#Fz_%X{@pNxiLVrH`f*7XPA|#N6AxkGM5VJ$?m`yU zc(B&G-tGe*5Sxg9XH$5TgObo8pkCDz~!beczy7fjTwCjAb)|fHy zR5W>E5s!w!+T`^b#W|SzJ*$1#orT>eFZZ zMtk9N!T-_>zO#~xkOmXxe#_k`90r0Hp5B?Thyi)=XGQ9_X>d?~OZh;6kYXBQKcB2&TrF-%zXYkc?>%S3pvgx2#Jo)NF*2Hd7+bP{q{&X(lj zUX-oQ-k5AmDjs(7waP-Lb)3b=PuZ|h(|)_*TQ0~KEvbvfG+bGyA*($|Lo_cy-f}q& zuhv2HFZP_DkcJz}FJx>R%Eb7lI_Z@g zvTWhSPVy zykD0NSNS4kyN{Xp{7x=I{(cUu=8P8Kx254DL$zIbfR6A5f_l}fXLQA_x-9ya4uJ*R zb`U!{77t%=I=YC4W3HjuhkxdvVa1NM!L%F%`20H@aGU|^h5OrPon;|?Q+xXQ9u_W7 z=zRU{%f{`9Vnv~IY%KD(UmPXIhG7}~ji)UO&j%Ul%bqde5w*ov!HbD;_IA>o%tm3` z>?H#NT=9jvGBpTNbln2WLZra5@sdv4pDRUFu; z?|eNrmxG4yBd?@Ocvx^hfzCdX4}G?c)hWXQTpAGfyZg8RTFN`WKdmhQ=h`OqEZqVO zUJvfb4#-Epko5u*mxm#7k;_Y%JeW!;sP8|S2h&-qU&3}3;NzTLVG|2JH23{Jr^?~O zZsOX41DE+&Idt=y^a4KIrb8{?tS`XHr4h2V-}9hx&$YbbJ`Ys`sZOd!T#W6~y)&nr zgL<<EMT4eZ!y_uTWl=l8v5C)Tll9?gLp*)={t#%bWH zPO@FzKn3NicJ&c^DX{dCXM?Wpc)@Hq2|fDSDQ-gq_)98ydM zS$fD_8_{&=-yXo5uRw+q@ezENkqjkqn#ALW$#BNn>Sn20Iyi_Ppnn`lg0g{4fwrsh z;6Fa}Ft#}s_TC}>o30^&_yK7i7adY z*MUJ&Dr6&@y6DYBI3=wpMxBp`7W-ChucL9mV|^s=;=M#*hBZmC4Wz?#v%bVD5*g|v zq>nN#Wdh09g7I8D6Z8a@-bPno7L^nW1l@uB;)d1hvD4sYWKx?o;sLv7{Pvyb34)?Fbo_iL z1Qs@aB5T-(!U46Tm8v~gfJIx%>RqQVNNqhT<#fprSYmDW$5k2t%fmOHA|)-c?F!=^ z%TX`fdcAhH_Ju%9+~6<5f7KaTWZzgTf0PHZZijA(s|k?r^hz(ku!Gu{hR?Y_*#TjM z7^N(04sE$X{G-{*NN{xYO60J{lAfj_m(89yF)tZ5{4@xi+!_*GJ3{fBWkROKRzH;U z{#TGV?SvD>M@F~GIibn2?S^OCjwmMZJ$Or-2ksJQrUz>TA`5$<{PfOntUh9wv_B&T zTfdY`3{&D!YRE~sT{;#_m+<< z45f~->~@ul!qWm7qc%HZ&_e#!LDi!~JaOks(?A~yXXf8>`%k1GGcWAKoxa8CaS}99mt@#KSWQ`;Y#YjoW|9)y~yWF=&s%W#tnTjMq#&_*6d=$2V4KaJ?a8 zM)Whd^qGw2D#EJou4bao)}gn>wiMK_ljvcdq@t!opmnWz4w5tsP7(*{*xscgoJP#Y zi>E!m*EP^_<@|`C#)VvDFfuMGgy!P>UY#xv(OmT5yb@}8Hy3xx(aSXo^Kj=4_NH|f z1-OU$uGaNpF^*NSZaU7wz|%p86csiwu=Z{{MDmoNM7`ES#aBhBYFuG=e@hY0Rve28 z5iP>_{EFi)Jw?dN-?w1;xEK}15>qsyOHhtf^0s2N1dq-OpLtnbg3(RgIf8;kC|`SI zc#m#Af}ul*^<6riyJ_4T$;d^D--ek_+PT;_6VdQqnvMbe>r@nu=i#)o{fs;e6c<{f|M%yd$aDMRNmvib8wJQ;LFyhKI!1=d$n; z)!l&4h=R_+U+L6l3a+nG(hpF}#)~zc31J3QY}XffbE1xdj(g5XSuw~MEK%SrRFjHb zwhnEUd5OrQ$MU?7mxL83BM#TBCZHCNUm9VGgkNsn9?u;}!a8kl1rMbZJWV?Cm_r~P zrODkwH?>l*Rnb3WeyyI|NYy{mEu*l(W{OlA3pcx`k@s6(T?S_ z0eGhK&x|DR6=ZR{(6G5Q6gRrLTAeb8!r3|Y_Uvf_UOTb8l6fWoXT2Q6>c{o4S7FbQ zt6xlDvBzkdO~DN|P4QL!vG9aJi)H?JTQ?BmXXJdfvqFx;*YhZbjFnPI(AC+nQ z6z=z1V6SeSvgf)}*qxuZUU$U_xZhaIvZw~Y+}?ZPGxZ^GWLn^B;kpP=@nGPNSD|1M zQf=oD9t5e)4uFgi(*WSE~d9SUrs6aeNg8<_i)!Pi{m2`ToNE>W*M&?)MqF zU+)Wpj|PVnHrhe&QpH`-u?wKSyrE=sk1rIO9_xNa4~1VV?TcZYQNVIz(4DKA02@mT zHaw{$K+(8iy5?*oxbNFYkM<6OOTlT9QN=+}xY_)z;4Ob>p&CHYO>ak^ht zgG|c7&6W44ko*3@RM)#~_;R~eG0TSn!^XCiwX&H|;W4Vh$w`JvvCeq?yezPY5_)Yi znGIXBZWSJhp@PEo8lC%nR9F;#wh8`agNCQH%z?8MNOsRL`fZ;H=6QcdIxeI`C2Bv5 zT}c9$$yRA4YZACO=ZN`zPlh6i8=i1G1NiRwvmJj!hG`bV2v*)qIBF(IW|t=e)8xV- zQ}#3{(pT_VubTvVCf0;3$$0os-XEsl6AjXA<3Fx@2SMH+-Vf6`=SwsK_Wp@ zaT5~Yo7D1yzGE?f75|bQd1K(H|DRhNCehHLxnKPH_At;~*IQe6D*$Ygq_<7ld4SvG zr-x1!7Ep3)B4YjxU|ovDtDQ5B&{cBdTvt&5P=brc@0EtaqrP1f2X!AH!kF{%Q(a{w zsJs;>CO}UDHKhYTW9}tG-yC5X|OEqy}kX>+Wnd{UtE~Wf_TXb4`Pxi;Ns-4-D4pOc9=?%r03TBSL2+R z$=NgzKkii-b)5vy-YO<|RK&t((}}%SaRkU&>Eehv77w`su>Q$H5`@gl^BDJ~fJ#W! ziZ(G7L@aNAJwKTYLa%kto>E8z0(Mjun-XEzm8;vJH3~TR&rM}41%l8pOQ#aTc{yV4CF z&pwbCU_A?F{NkR~@dmi{hUacs+p|Duky{lHaDh6BO8>zcS5Wx7CCs_e70ACEXn!S~ zz;4n#r@Yq;SYC$LN8H~6y~1C(ekz|uIra!EsV}Z5b-4PWAI%C0znQ^#3(CM^w(e2L zZB1yq|M<6c$|-2urb%OL+Ye-Q=LI`4~(X#;WhKKWwHZt()uaeq{n zH1!z%8;ozqt#3_AMd8MwiRuu^SZwj&meNp2Koi@e^+qbmm>$*Kptn69cS$O&yk3Yz z<*wJYpW1_Qu?d~$Xnv^5Hlxt+!wXYS)+XCK78qp zM4nVVbDWPspS!aJ&J zUZ`$#@b5neM7e)Elh2(EMRC84JjQnjI5e8Tsd$fwkJ;4v&F?1S%(Jt&(rL}A4>j-RMed|Ox6O9)8a)_+Dv1sck&SoyVf6YD8pUuSITpRQ} zE@$E9t0_LoZWKIs@o~kc?Noes!bj`S78(|AR5|50LP7a|BV}r1nK<=8Gn>N9L_?>N zkE3>(NF98qCsdS)^M^}z0X+*#Z)orO+fPBNHcp}*71cg1u>Dx2p>Y~#5uB#t?G4gu zf77z?*r{cmdq$b4owiZPG>weHIfj*+lgN13ZHKKRuI1@h<-^OxisrH? zL;6KSNr~P4JsotcKX#7%Za5EFW4?W8gEgNtpQv+iM-Fxp&sA>or{VKmNusW|Y3TlH zVey$)4)!_LE-K{a;*OZ~XViu~Gz|+&hVBC7Qk5NUkt#-Rz7CI}dnFi1eR|lXxdd0X zJ)}I#D#jT9yZqB%iZDcfZg6K)5q9hLWYN-!@ax5^Ytvj7xd6%Ze9ku zi7x35$ud#JzUSQznNmD)d9`uFL@5$_YJaP4D8;VA0~UH-O#EsoHj(bk#I2jfc+rlD zr#34tN79-2Ag;igQ@<3|rEFh+cwdSvmQ4!<{$E&lHFVC!k39-UCpvTRRiJkRmsB>&Ouxygb;v}) zs;o^mB4l((UQyT_o{l`fmhW@jNy8T>3P1EYrQ?zR6tC~)Ami$ZzB3X+naDBS+bU_7 zg);3K?j~z|k$j&}yxwq4zn*WpW3&>HCZoP&q85+o59Jj3_Q&Br;xFTmYkbpuS)(eT zg@|9AsQ=RRNce(-hvlVpGP;yYwte+XM-c(FJ@;l(G5zzEkoHRnm~cm}>9a))7U+&u zaW;nI;(gM?p@}PKB08;SY#f5B-8|ZVpM@Z|7d?M5HWJS;T(wmy2)L~)&!A~*9NHWU zYD@14$42AQ?yypC^o_hH>iPE)vfPsUmY=f|S@;Fhc4iuaU0s^CS;aYESqUuEHwR$3 zawSGgP6>Ob?yd&w5w^7BE~vpBT+`~NhRS>Qj&Ak$0AJb7de?{nV8U?Zr=|fNgjgo6l?#bPowi6lIV=sJLx$ zT_q7FyK=0To%Nn$@l40QJ{;@eb?RWY-qDt{@mf74XK)` z371zX&`t7N+`5qh%~g|kIWjWgs+!^|+vW^V4)?e|o{|OJPvF48Jv6XAWp;h1OD@c8 z2=-yVpo6-CC40xUJkVMMMS@)(82(y5Y;%GRB|G#^pOMT3CjDK_z)l+cvoLy@p^y#B z=AqG5-!q{%{3h1|7Zv{enAM)XlMB`V?Z4}HCl7u+y`D5EQvfWK*B|Vg3m~H7#lVX_ z1(0H_B}k&@gVnpeGZvreaJSXB@Xdi-C@It6S+=7>VegXYrX>nIpVKH)C($4`LDE#y zjt)0ve8-c2(ZMNpie3C=9%SWTEj4R)1j_V zm$q{{53+}ac|=GB@Q5*6N17=B+ZuJzN`(TbiHwfFE0+(9tG!Hr1|9eby#~J@{#=hJ z1`6@FfWXZn;9=Dwuj&=TlljWa8}su4?}jqt59Yy@^2zoWD!C9kDgV=3eQh*$x?;66 zAO0MAA2!>Z55cG>Q&>;{zi(Q|>@O~WZ|7dzriJ7K^fw>-8%T#2@mogs@6CZl_VPiZ zJQY+0<&6zPasXXGqQBt$oBKhmHhD1m=T{$1Js+moCsOhU^1(J_PA7KH4EIBD{}QiWDr)SbOIR_-uA?n9J zpM@KlkmvSzq#{2H)OQ^F8?olQS&B}j=|0MWpQl$Bs(donbe%agm6Q&4M!X{LjwVCF zfdSg7(?mF(zgafEGZqHT`*-|yBte26Z6#nL8N^mw_ z_#F(@xrI28Uf%tct!#~7-VIwQ?Fob*Rd3Yen*(5DF<;egsR)>(s~Rd@C4hl^dTg{n z4D2)A*IC;f4JL)EvorG{AkO-L-8dFeEKgt|N9)%1!S(yQ$D!X+tLkUWR*o^e5E%0YEKbz99FLrOyyLVhB z9DB!iB%aid!d=BlK81&ZP{a1TLjlPLdlT87yt4F0GvMNv@>$~qVVMiZo(AIUNwq?I z$8Z#J5U=8FiN&v#=_h+K6EXSmYLv8M0`?k;xqeWJL9-89Q);Hsc8SYpVth1f629k( zQ>hbM;|@V9wF|ujw6WP(r*k$OpOm(m7TJg4@`G(cLl}+*S*_f!ouhD(ta)>0Z6CJJ z!Huy7@yKF-_n%~QBsQL;XDt6&tH1E?g~H?hv;;POO8m$e)RKPr!h$N92SdlbAr*6DWliI zd?CA}PV^6}tuELaqJYR(>wfuxwxCa1tCa5-w- zqSPD)`J0mS`ZflEmOUruY2G;SQgd(rbvqfV3x!=xdD4M4Bl$>X4qdTWP)SX zos_f6WDw77aNwFq153lD@%r!-C?~u>^5_Q%gl`WTZCXl%u40xDxqEB#LK8EZma;(E z>s5cPa5kKh+v={MOoeToZt16YP=V_kr~K*!1%`9S`t@&Rfzar`w1NQQhCs% z9H{zwiw=%uKx;a7^_^)c?AsRJ#`lW>LqZNc3_<0eG@kW1X!0QkGK@Wrq4WC#`Oh|wFeXI zW(uKl%x3m991zf=Fd(2I^&N-hO%{kOxZK1|pyo_FVLW+{Z- zAKAX=ZW-u5UF9!(Tn2#$IqE&Wl>w)Wv)I_-GVn+d+fuJv3UWaYzi!uOLhR40e8V3~ z;3uEb;F0+va4}%1q1qS14MP3hQ68E_yC}U$B2&_aYx0e7KLO z{Z|O$BF+O@?nN-^x!W=|x)4Ik)0aKh6+m7`ht9Jt32?5RA$Pzw4n`-RmaiX+20i?2}w|dU9As`8inPbbFS-0*2b76FEr)pR-zg@UzEiZofl7yfqYu;PAiDASiV^p6XJPge*-jb~y2 z>@~gTx#OV9JHhJX<~T6bk^Rx#yLNs(-p%~dk?=nN0096043~F2)n6FLQxc^T%7{{- z6j70kpARY_TN#34v?w3j|c$f~No4XQ-81l@GU=taaQTuUi&zJ_l`tmeN& z18}5xi?wA-Fw$$9?pbyPgUsn~`ZM-A1iTNJ>8|$!$G!I)M}^!$9ZZg_K4^{}o2Sz2 zkLeL1toFR8lm!WM!{ZM$-dx1dEy&xt&k4HHTm6;9T<~(;JRh;v75sr2tHBR0!N7^O z+*Pjz-$UlJ5vdmlYrk!71D@^#&(_Gx8xjKva=q#5uZKQF_1L~=pQf%7)Woml{aU6( z&xcnMCo)eFYgW0Zgw&M?-?OeCg0n0MlTx4YFKZnMq3A}hoC*(umDDn+R2V>*Pgi!Z z+zKNiMEEB+J4X>>OZ2i8o$(=S##S{&{+C*^jWJ-1)p!Er{??v{Gql4s36kFr9hN2B@zsT0PC_sY&VDn}W1d>HGe7n|4N@Z~9_1>fA%?>$CvSZ! zNXGBpac@n59?$E7|Kw8Os~dNz-#!D*!JnL_IQec?}-<7v>IpH}_;8&Q> zch7_Vy@s!jmQ>J^Xnk*s3z0DJWt(CV4bPi{nsvr$*t|+#aT=k4(jB$6i$uetvUPS+ zm4#Sq*f&xAm5Nvm<;y4h3Q%K6D!BBG3O9`glh-;7v29WLSQBfz1NfmjT^7-{XJBOp99Q> zV{51=vOBm~%9oGMxws#(6bjr`#?87bsAxS`;ZZJBh~vkl>G_$3h#NlazK&doUE&>w zIM)_p;@Af2h22!#sO!rf^rzsq;m;EGTX`6pc;ytLm4nlgexqsy`B>3$%KF|%1^?{q zL+4$L{1_&A+Aq;?D)z_yL`$}-@Fjd+Z~7GVyReQ5v*vAD#UEg zBMT2d8fMs=GF=E7p4?Is_{?7f3qe_-%~K4&m2<|7^l7Mm_IyW1Ya#X?&^U12mkP&I z!guI&hJWNfiuznWe6*AwJ+-1DY)j3nR)a#w2TGNmjbY?HKcwG(ybvvFT$^@YDa4Z< z4N?K@jQVo3G!*QjV#ofCrzxHJxZhm*xR;cRj7O)tZrA1@NF`ZQwL1^n^u~l(gD6;6 zp|CY&k^-jf(x>8&6~I_#=C@-Qh4EgC3R7O^AyQ34XwBwa9O&5*kf)uE@u~3XP2L$$ z_13tu$2tv09iy+rOER!n`-Lp*nT@rZ%dT-~lVP)XV3jwE4DDxkY;4G6#PAB5rL<>* zx2n>0wK5A^xZb|x(ac1N;~D|eqI4`9-2C$JUn&BAtNeTHmw_$AyvzmB*>JKBRrLKv zM&BjfdwF@em^5%cdu}`zYv{IqL{|=qj(GLO+mcb+E%r;vI}5@Io-gfHGLR>_+pXU< z9V3yy26T>Rq2hJERFVf7=QUaB=a?CJ_;uU5J~IbhAD)D7ZzF@*;@!8oOW9EH@K8(k z$;8`fbvAlpI#{ac@B8>tkvT7D5uu#|m$J_uuT0aS9&>#hsIFWHOvW1IcqBvGEZXT=?BdTM@{Fxg^F>A_74=a`8Q+OD@rM>Jv0 z#!2HExQYq&kw2qk7sPB{$*y2_MYiHtw!&dY++jKL={4Ua2))@DyHV~e*05ht5Id(s zWQ$pL#mrwJ@}53V4UzODcoVe~?O9z2p_1_h$x1CEWI|i>b-X<4Rz|uMf{Zb1%&a3( zV+>_Iw@p+0x>!>e)bMQgMuKB#sZ8;@1tH`+U0}@OO3d!Qsnk^APnuP^TaD*5VG~KHY9t1nnU5xvERA+8`X&`|p9XA`FLij`$qnFQO&D}%2>>4bvK(5I3QX+(d~or{}3rV>}9-gaAjNF|aj zoma*M(+HWqGZ&5zr4irB!Uw$v(}~{Lw5ElfnZ)T)_Ja{cnZ#eRMyy3h8bO{?3XL}- z5iykne@jLnL z&B+ZUqNy!SDz1SK~RB!9t#GxHbM0kC+8gdID zs&zQ3cE1TErg^waGn9h~^;5>JB}yU0fVZGPr9l``w{eiXU=T?-3_lt9To^@2ovKvg z>by=2`CNDKoOdVePH$dj5q2OJWm$!PorZ&n^+OG9A)8J?w~2 z-A-^Qa3`ucrt|-N_a;`Xr3FiGdJ(Lj)xCY2&l3}O;sl=dTHy^}@FiU-7wmn1)a1i? zFU(kcHoi&nhDZY?{?CJJxOK;qy>Pu36iM>8KTX=>+;u)*s$^0`G}nuy-}O*{gu&vqX% z{t^nWIU&s<-XMITJH#fO@rC3^TdCmeYcP;~=Hj9s4sA{A)BN$V_+$Ss&(1Ru^RlNL zealYY=F$-KL!+UaF9TIf-Wt~yGqABXEHU#>2JY??-9z7>?uuuz2 z?#zLN(VOXt$IQm&{4H|On`1j2(3=DM=Vk?50~9b{Ab*;6FNDyfL8Lu{3+~STS}cA~!%yBc zFE)`P6iB{z3mjnl*B`zMy*)vLr~xI-(YFwahvaU)ccQ{2N@r5FvH&lr=};*wL`nSZ z5O2*Q9LjxK(@hjX{LnG=wl55hus-?Svb6}8?R1oEZ_&{Ha*VFb;JCi5t&sv9R7}o3 zWZ#%WK~4CPh=qs(tmjetRwBswx38b@irPR!t4>+^X%iY$M*HYpGBlJ`k7ue<3n4Ie zIL;%R3f_w%`}JQ_V5Mc99xt7T!c@K2lOM>iH)V44cFBjG_|p;dtyFL{UsdP|ry_)b zHIcgtVN_!=HoU~>+y9c4+QEqDXrqOvEd{ZPqeO{O9?W$6Cl>#ak!m}VvA!=G6%BNm z+59}vnB>MT8dLF{y|(SdKPn!i$@0|=7DD|^NkhqSA(X!+at?kjggqP2mRtITSeLWD z71xsYmP<1@bzCT< z^HOv%UR&uz)~qXmbJTQzs&NTg#%pI)Hk4qyXypuzrx-&)@u5w_G?>&Bq<>@ZncC|E zgZx1S=%(AGSY4-J=f&TC8)#GS|mRQ&h1;>gAU5*%H2yxYy21U19X54I9981{D4WY3RA zj11?^R*58VYbL30(k7wvaMJy+`Xuz)@=PrSBx7#2{1p4XMCh4sp!qn)VEIyi`n~Z8 zl<#tw?~o0_Vo(=$fHUayz&r$NZlR@mGb9#j&K~5}-MSouc z{5KxTx6F<~RPUdPuN;w}&;OB=vJL_LyW-g?!*Dp7US4PF5{EDAzkZWCmW)a7zp+8x zBy=nM(dOk(0q3@Pxl*NCkdE6kxA*`4orM;T{S!ITWPG*@ z9pi~7!*O;&S^F#*mshS1_y5SmQ^WG@E9cW8@W}PEPFo5DB%a4UJ(-B_ zMN+n8V+uB(myNxen+7KLi2F~%NvQz(^hN5Vej=pjR|NgQ+66-@k`G3!YVy)xh z5h4EdjeQi#qkgL6LNLaYX0oQLLJ{?3=zElKG%}Aq8fZ|AL+iR1O|82Vu$S9kzLpY? z_k0{;6$Y`mYj>Y(lX4^m7CP&%9u7q_7kMd>+Yc?}5~2!CR*= z?E9}*;E!b_$Sm^wTMc6%r|XozJ|Y%x?`tfNwnk&uF0aG}r%0G*9B811g<(cK{&d9c z0LQ-2132CF&Lps|yYHSZOhMwf*G2 z*wPrh)^drh(u+btH{~w5Ck!LEGwm7;1M$verct=n4O6UVno}lxF(s`NlHePT5pxsQ z?~YM0I%2OCBOQYzHj@l_dB!@n0md8jBf(!&Clg&20!uReHoKrNE|*3(Fa5Pei$#&7 zMxhP3Rcfqmh4?~fe?daZjbJP)Zy2l)3B^#!_kuOXp^&dkNlD@ez;oGy#f=dj&~sdF zKC{mZ)Y{-}-3>fhuEZUulXCKMoHc+VT9fF*F8>Kq6r(9t?$(SBoM#e zM`j#oizC|Ze^h;SID*hju{dO;7eZVc(P#g>=vYmJtJALd%y z$3!nq<#Fczq}$x0N$#GW1+?e_Z%k z*I;nA7agtI?+b2yf2#v(o;WUP_F$)_7yij*+%b6?jxC#>nsMpIVm@oRcT-RTzH$gY z`TRW*+`eo)>II3A@8fJs`Vxn<#-B-faxvhH%`dVz7Xh~8k6Ua*!*QISqF8>+cy_rNBYk zarAy{GTfIOBe{;J!zy5mYR=El?bP}!>_H4&zA)%^RV5cDinmS-y657928Y-y=3H2Q zt-VpPh766i;xA9mWg-8O@RqKX4E!uCZs*^VgH3s#?C1aFBgoHjx_OEM2i0F40X$Tw zNd5MUe^CGdS(ZtAPYSvxBcEK_nFn^^r;5r~bFlvpOW&U#Igm?Yzdf;z3eKw2(%~6} zP%S9g8)!(w*QFD!w&OH#>J@L@SWJWYW-Q9G)8MUOyqK%O;Fon@61B{!h;z!jpzTP- z!d!r8>H-ZBb9Gb=dNIy6er&3ADM7iMk)}ISDU=VK94`M-0{4#L!_U1-Fs*Xjy|Jbk z2P-oVYQz`e!1%52)U8G6c>n&fpHc}pybIFUv&*nI`Tc`EC(1#ol`q`CT8`4u#_buO z%HbGo%;9*G}fG5NmeZdp|H51FHsKRpEDcF0xD6-fi2B0 zRcPDFcJu;QHP-gd(DkyaF}$AAzI8`6SVxw2*1A`r{E!QOba^G?eF$(>wyHqi`v)f_ zQ!8<}gVW-~P&HIvOK5X_tHHr5B9H&|)uLQL+iaTY280{$vcD>=1@HY&qgv@T`03O! zFu%VVtt_HU>zga#vWB|L->3r9Z#B=1_f+A2jr+HMIW_Qi{`Edlv=$3~^;(nkT2Q-# zlKM><{cqa(!#*`om4E2{UZEP|%%ZvZhpXV1q?!OY_DlAhvJry@HdK8*phQ>o|(A@vl5{(35hjmvlP5p&r=J5! zJHcS2Et-*!fjm83U9}oGEa}}68@hq8Z`}sr@9R(?)T|utSr6}B4c42V)T8a=hLLzi zyBO$1-)>Qlt$F>m*XU96&)daNFkZ(YcQur@!LmhrACTPnC)`Lqo+4$pC zI;hG)aSD&=$W^RlW?i5oj-9FI2%{BY(^oCZphG;_&e>Ryj+dST;>jiTXcqIa4O^+h zm5)y%GH=)6LPh3i$m@FW?|yu4cPJgM!s^bvIdr_g>@Q*el#bB^nV8&gI#{n=)}am7 zQLsK}Xjkg_$K4 zI%34=`Q*`hsFvH^?sR0>s~P;={J0KAA67}TY<1}V5Y(Y+b^}c@vOhjI)S>*rG$~86 z9uFwa_m~*_z23nmtR-I$UBxHLyPnoz=U){%nWqkIw{o*ZUNGt^l>E1gmvO%5_;p+i zs?kV%ai;m#BKr{ceJ74OY|*+3%F+$E%4^Dct*?WQSeNAQT?;_j^t`B6jW3WXY@qx5Bf_^{=Zi`$=RvlDQfbw?>Yu zQq>6DbeXlNvFqz-5WU6g)ja z8?jN$#fZzM*YBv=cy{NfkoL(u@IPd_?KoWk@pL!C7g|&dw9al;eNM%QG>?qi3o4q= zo(!xLq2git+9!V&DKPKmQ3$Wd!{PRYszYo!@OetuUbV|+@LI#q7Rx-O|8Q^1-dKRC z6bm^i&H}tztYls5SpWk*)u<*Z3gomxbSjr}Auudv?(9#7*sA~A+Z(c=Y{Z@P`cE2` z)MMRVh-N}1uOeV!Eg1`Y?VJTP$+)nu!^xbqBgP%utcCO=z2bbU5!xro*xH6MeSyYyaVht_G{!D|uq?nHHuQV*ay}jML zHWdj6O$7_QNXWjo%Xv~T5uWWX;>SFq(LST=E>jSMnxi4`CFrom!z7sd#x7rD#7i~5q-^L)Ld~=99QR|AAYdS6*ys=k(<4j4 zG^t43*;b_dekBNXNovD|v$^Pi} zzb`9|kd+@DD2^5f%SzteSmxy(B%4*9sV?>nm4%V)F9#?_$=Hi`mH0^#WDGWce`Q>% z%;Z6w@|2(~8AzD*-EE^B`RgfvJPHYvd8m8*?-(T2SY)E?97>|t)z{KvV-dB z`N;{%vIg6n+o@iuvLVA|(^o#rkjZc9P?dX_CDXbb+(Q{olaWdNcX}G)Wl^ac))hNP z%dBIv^z?ngWOCKHGtQR<$@&yCXI%3;AzKjneNBl;s4TKvL`&s_%K~0+>YrD2PBuqq zP2ZFpCmSN4c2~F_B6DJWs$6`;StdsfXX|8bfYI>~#>^HE$UUCD`rsK)7+G(3mV4=n zL)*vvPVsl(kh^adT0$$T}YDmUwMJWILzh@|qANO?0XYn;iv{dD|wh z{T2tW<|D}WOF&j*|1*cv@rW7>({>`qz^CTgNUPczsPRwb1_YkM=#81Ykt{zrr-U^O zZaIrf?oT$!i&BvHrmC@CAp^9bL+aBWWg)F?y83W=HrAf6UHN!RHqKTu+nO3LAUnHx z)q{l@u&!M?mF#dH&ZjA+OD-g0ap9lP{MYFSXwQx83eLs-zth9Mkn&+ZBs_7ls{lhI z58T@m3bAtnHz{Xp0S=Rn9*?Na1Lx`JgKwERFlp45_y*r!r{lu|D0mwH!2-e&C#v zayZT!W=luP;CY*`K0Lh?2cD3{u4hZo*V|Qj$F2xP^#%pSbp_z3IB2OQmf%^^nceRW zl_7-oy0O>294FnZMEfZfa4^^3x^1`u>hrcUkBZ8%ax8Bz zn3Cb_>MK{-MuMG4Y0-Ma3iK4I`cXcWBBycV9=DGd(YWdddtoIBJ-V{}uO$?0+SThH z>PW?-_AlLPb7=4{=h>|`qhVv~wJZZA8k`Y=thH3=ZQL@Xol1eHq@gFzhm36>tIcPd zkdfu_aqFaIRFvmfN3%5O7%;A+S01Ay_1y7A+!+iwt-n;W{}UZUh9^HRv83Zu>ewrQGo^oE5r)80P$-E4&Gs$Gn^ z$j15nkr=Ro_!YD(lY{qpFI&-Ig%RDGX+Ts4Q%AsP!tQIc0x>t-bfr254 zEP`J_uW3%b5Kl84@19B)fE;j_+GQ++r{&erEzV-d>A!9qSCGInY0FNZLlXRUUC4ZY zK>}r^pKG2IW2NwRQpF1~ej2>msO}=hs_(M2@L3|vFR~dQKy1Y^F2{ zF}2DvyEc-ji`}lXZjFf1$IY*e^^sumEr+0|L|wGK&zzdKK!PVGz1ww)#rX8%Oqau$ z2t^-aB0nz`;pA8Mn&scc5E#hcXk9Nw%lRWdk_suF+MmgkUtERdRu_Hi=T+f%?1Y6k z>!iea&W%MFNMXP11HGqGg0%9{sSCe|af)?j`Pi~6RB09?NiP6;^Zo5)OY*y zx~s75c23*F)+)>uY-{)uRE47rkCt)Tr0CDjE#EU+irmgrz0F<{JTjc+>pfor)0DB# zjh<2@|0dlmvZ=xW>o*!}!mBWPt^QW^g(~#ImLC^GT>Wp~eLFD}%#7D;p^MSDGHIE5tpsy5<5XH^O7U;? z_v_cJrBIAMv0Z8?g|M3*`}~mvIXn5rZEGd?sd)O-Hh(eHoZG*<_>1uDpR0BDB_Z~y zGCk?X#Bk`!(J=6n;Dun5wo;4)((u2w9zpyBJ231l2yz#pq<7 z+H);VjKy@DrnXiQ?yS@bvN|cmpV@nFNBHqL*yor8-R zEctXrHWb&W$hT}_!o*sAQnW4;9Oqjhm(AEPo1r`RvnB_dvt4Q@>u{i^;%q%Q&IYy2 zxaY+`7Hpp>4CKqP;3Z!F=N6BF#HzXvvXyikQmZJ>5z?V!-@4_in2FxsB^M4?vk;JI z68>^38$xr*6qmznxGuA#tf*zdd%n@2{v{^Pzsb5)^p=70$Io!^o$@bz7K@^cOk z;vTi*r@M*w`!hzbOy%O->@vfdoorZmZ?qrvVnNK@d~c;06A3X{_DeL_xWf9Ys=12; zog49;f806XPC4Dy>CJ(B;Vi}S05*E&yYzOJv2ZqmxqtpHCWb6iC~1V>uy}qo%%Gcw zg7Glr74-}p-g5q-9^oHIdZGQ}J6Y(+N%-fon+1Bvv|F)UCf>eNE!7b+kVncpFFa3& zd7LaPzMG0dp~{Pj;}lq*_v_F(LW9}Wpur$B2K)kNMk{_`zH13xsnE>5%AQZ55Pm*zX6!sVayEqt-5VIl z%=loV{F8wQT34t|FcVVg?6l9COk6MKop9$_L~3UK*%Q zQ}5Q+P$2i)-In~BjHR5wbS-5Xs`t;R>w8T{{+%V19a9*vJDil^dx(K~)*+9~y6O0< z+3RueIx$bOwrF7x6>h^Xe@e9}U|+owrJ-Dj#|j%xJ3S#|J9F@W?J%)V^2o`!7Q&~> zJ28E==vdz?C>1WIqjZhR*-JV^T;AQ;b#Da~3ZoMoHYrjNd9`ogaC0TP+z(7Ed{F@} zZoB6nB?^v@HNC#{kBX>Oor~YF2tPWD9^vgo$6%q?o4LgE%a6xCfsY9Po7SdoOUzr4 zTs6aN6&0744l^mr6f6mI*tXw;3Nv+imsWi`RLyIy?slUCCYdI>33M1bA2W_wO~*F_ zorZ2>8s64VxHb0+1>%!iBA%Qg<65m3N#a2UlZ*SBK>4Rg zYm@N)qTgqa!3^A&DGYigW}|;+rvE3!9F%(YezZT7jr>NN?K6ZK1TS^Yw!WQ$zG-oj znl0iXWn`OQiH$^^_vo?YXMv#l23Up5!r|S#@M!JJIAk5ZKhe!D5#dHmW>i8F*05Jb zZAec-o>|r0?Pc-Ma7eUknh=dij%pNQXV{;OYTG)6M?uy4Ohbr5Q^l12InC4{$hGD=zQ$o{-LX{+OhyT@N++1FEYbw%l zvO(|9os!Sjj!Qn?F782tQmGO|jrtiqy9Z{Q*}f1A>4qD1h#OI!5m z?oyPcP)OU8F5;TDauxS^F_K;{Y0+yfLdk#eTQ7$e!Zw|@@0(RA+^;WlJ{wKKTd6{X z%0MNA<6q)V)R3X}$~Sb7M@Gu@ME0sP1pf<^{*9GX;*!7CBE1bHSg~}Fa;_XI{-!!% zhe}c6EHS=xssjAs>&IsqQV_VXWnTL^Djs%UxoHzc!;B8EI~|UMj%gHs_EIAB(As+O zS7T*4tvw?xQ19>9-<8*k2daP<+Lc{y03999UZgqDx zDLuGJ$HGnaQ@$Q%!hI)?`YW3WuQs=py4taDoZPnpdmEyBG-QE&EujOvn4V z9V4;GD zaaUVINAgFfPG_PYU*27_qKnNtuAx`SiQZi7@fm|s19Plt+5yTCbBF%*zj z+jG<8DER$%Gwc0*(1{%kEhL;;LzFTWu~2^B(u!{rH!ST_2nu&dK4R zW?VFyyoig}7Wo$Hgg+~NbwSx^EeBy0;Yvpy3yM_3^LKk#c$p@ps@rgp z=(p|1SA9M-IuDj4X$Ww)5iFk_Bu8(rT zY+RaunaaV*)bH~w3E!_WV6nNroe%q4-l2Cy0>p_HNP^Z0vEb4QxkZPB$ZF@r{F4gs z_A91oA$}C^cP^(wxxCB)A(>sbzSrL9T#StBOktH@euWo+`>OD zK!NJ@04G}^~Vzv=~XL#ZFnkz&gepF z^a(LGY_pki^0pXuh1wHhUWwtq^+bqkq8OH5p+n5sVl401v@%~N!c#ZPXFbIF-bWov zul*Jx^?vcg9|ZrVt@%~=wONen2f@Z)I>q?e#H*ZePmIeEBPlin*Q)iZEDBsNg2~OF z7g~tCybP5IpL_6;^0H@Jz84?C)Pu7Itc1A#r%NPj)Br`1@Vb@rgXt58i%~ zC?&YEORsnUR6wi0#dIF@Gb4(#O8HRhKJ?X(&c{WmZ=<)EkM`Ps@k=cESUku7f@%a0 zX;XB)i;TElnE|1b1^CDr*m=Qp42IT$$|OPygmvMH+#L>KE-$z z?q`MBD8;gHrI)TdeV7CNwu7R{4LsOo6+K;^#fO8($Bb9{0z}SCd@7nFAbj2P%fF-f zPx=JZ0pv?i((OLX=726Sz3}DQzfaF&_aj$0r1<3!!)-AbQCP5%e&Mef+GnBPw#E7><`%9>v~b zj4Bq|?BPpbQhBXzlBX1*nfKU7iYNY89u)RU z&=*^*KI|YtZ)Cb=g`5=YAGjBWn35@UxifD?8VgARUoZA)x4H?zONsV%@S6j zdfDEl(rHyV^(E*{Q<)SUa68vJQwqDamg^T!ufl)pSMieGR>5q`>b2XZRYO%Tt6WL7 z8vCy{4h~7H@HVj2ZS|}wSZntrD>0<__BEopdQbw1ZX?@LPYRubT02tiOHuPQ#MJPo z6br^Q*|)}|IM(v!`USoe3ybdNs;-qn_1MFg${7-TVL!cowpNVqBT;TbT`?;9F*I$u z1k;S%wl`Ht@Z{gcOV@}vPNvw}xa3N3LD{sm#b1KRbfuMHZDLq0?3U=R6GQpstE-C@ zMew!R`sc(G0ZeSXELLlY(Vbd3Me~aod2e!p8Vw|9?(GfB50YTaYk8~H776ZUk#=nC z5#v9*!CHf8F-nq`1*Cr$L9T24=GY7&x^A2q=WG<=_v?=vZnDHMai+Ll50>D*Cz}(0 zm&luno34EwpCdY4CJ6`NxlRNGz<1oXG&nVHPySZn9y%agFAb&2%UdCTzqUq zfP_6GzNxbXQ10|!;4&g4`cbCsbE5A!p6Y+mNyNd<^+gIrPmH(ghQd!1>lDvO?~`^5 zai}uoY-s}@d&PZca}M*+N=dr0`#A?azH!3H0WJoP`F1T#<-^L?MW>{QkAK4}Ce0n; z!%aOr^FkCK&2o1_ot=2N;@|&oM4O9HQp<|*el~Pw{=Qw9&qCdp!I3A)Oi=!v*t8x7tLjFIxi6aWBSwQkFY`B9ju;Y!bZ8<Huj;y8{Kkf&$_^%xLIIQCeiYkB-cFpZxp%MZ0N;FcoH5Mwb&B;(Uy;{OzQLy#n4I~gg zH;0@)xJ8$Wdu6`Il*AOUlGDE3{YplT!|gXAdn@tODbsk}yK*Fd$lcI)trUF+5Ae$3 zNLX~ruHG-1j6G$?G&iJ^p;J-N0F6SrJ5)f(lQ+WI@&| z%aciG;)sJ^msBksgHo4u<|nW~vyW&g4d-B=_zB%)6)vi3HGHy;bMZdf`{S=&Tr7H5 zDA&v9pkY0k8Fjq~<%d#wb<%zc)IoEt=w6igMv#HQ|9~Xz?&g`T#b3yq* z?Uo7OS9g0(lV&Go&+{nBdDqg<% zRWqQ&fc$|QyL*1Iktxz#@o6^)yX}vwMGtT=Z$~GO`;mjDr}3lSrW|bC7Sr-ZrU+-$ zW~tTZG0_sL+T89(hq=bT?=IzqXz+cL_%e-xq?^$?$q*D%B{Q4m?Vv(Kr25F8HVRrC9z{CM$%EANpvamI3ew(=kBx1n;kU3EaMpXq@{hUbtw}Uu3m1Enax7e{O^<+R~C#so0zkk znV9f=w^28R0Y%eU_Qxw}XxUt(&gd>gMR}?C+qpDEw&piHekh#ZprQ#=2R0NA`GoMw z*=R7;>HTV6gtblMTIw!r#7f!ucXTkZus+Y4J3&Xj^69k(OKGrXH@1piq$9FtvgN^1 zHl}@fpKCTI`@M1_4U6CE=vfajvFBTf;P)XRKXSXoElW5^tL=U&t;)sjZjS%irCh8{FkUwp z$HC5;kMDn`vGL7kq*-$=6P=^v?i3hr!^j?*f{%H7&B`UP|hR7YBbTxOvpHsX21 zAvP{|EohoE#)dDAdFlBC8_9*bYVU8dkhRcgN$@5nM$Z5FeD)>{Mqa+t6-*0p<~QSG zhFbyX=kK@l%%Q_2`1%LSEGD*l=Y4yj#e(W*wLWe<3)RO{>#xw5NOCx1d|?g)s!6e; z;>A?Zigwdi=ocV#M-R`tDIdEP7g->?5bc%+Kk+nZ$h=?gIb#bAU+>v3KeCsG<;R|B z^|Tk_KdpK5j~u7qkhl4}P^mody~+J?e=hb(`XK{;}RLoX*`F>4ZA-=q}(@<*x&SMwd^PzCa-*#++RpTsP6dcMaG3#tS>oCn@NY)@#6zF$xKx283`Tf z7T(wItnxX{LcrSg$L@VhymS0A|A{mMx!J)RDIcj=DE{i>r`7^|xi=c@Elz>A*WY)h z?+Y+Toikc@l!k!Cbw@*m@0T@uSZ3)dI@)D!Mvqfz5dA@%8ILg;D(IxRKYsHQ%d0~*G6j+}nOL@Dj} z^5l0+l+R!GNwSQAT}tZI#>X^>d6-X|`$wp6P5-^GO{c(<9U(65Qiyeu(hkQiFmTZ@ zQgKSiN7ez|ogI!vND#=5R!$V*^69I0y=;nbF8GU-ZZHc~_BYz2g!~cq+L8x6IHVgt68c24cmbQt^PeWway&m?P?!1P~+mw66Tpc8W$VH`W`Hza^d=NmPzL*2Yn=b z^sx;G<>N!X)iG@7ye~BVu$zTGE2rH2SPs_jb5d9_mxov8YZ5rydAPZuh_wVfcpbTH zZ^Pl@?_^l@%ybUunet1Lxon))?U6RNo@^PIcrkx&klpXro!tSW**oJE}4Jtlme);I@x(b1WEaGIzj71XK~)^^qu1RF_} zdMu?d35wDU6v-}OjO?UiJqKUg#JC#)QaB}!H1Xh z!CSouN3Y$fUVDO#n=WhCm3gsn=g#n_85#`m-TWAT_cJj`_btCNS%iSNlkR@HT-;fC zQh!D#7yYd7TNW(ip}nE#(CShy*jEmE>qv3&$nJ4{@2etY8*Zsk6lFtxS;;wTZw_wm z`kDG-9}hB3hhG^C^DwpLwlm+0k7x2CW|i~#m}Ay^@xBEQm3~RXW;$H7KTb`bW6Xhp z@}XLq0C|PVJKPrYG3|G&)LvCS z+(mB}4rU2pwl6fc%&8cC4jcR*rWNB%dBMc-%wqid@zAsXivV|`jSa&8@o~1t-wJ-h z`j5Q5;w{O=ig&a6pJ;J$OLc+i8$~{3oR!vDZ4%&U-iey86#|6rx?6dwN`UD{0-o%c zC4lA2Wy$k@@z6Ma;^!7&AH3X0;wyyvIih*9;qE_0$W%NxgWJai@zP#fZpw$9RLTd_ z`2yUl;#*Yj5P&s(-ODm10b*7}Gxk~VfejK%_9XBy(IkjVtl=VQVcCwk%3MU=N(%YD zj1Ps`F!``hxbdq~rWohq>^_)Q3Gdk&IqR=2L1t?1b#L(!q^bx`dde4Lcysuy z@I?ZsE%A!d7UN@gtmTt6O-qvE`8b^>noN@T$b4@=3796pvL4-> zZO{2Is<-x9^^u1ZYhRk#1Q%Co`W=|Ux)#z0ZVZ%5^KBv9UdZ{%?x$wAka%C-JU92{KK76M?1cHCqmF5IQXVKWz|KL3=QN4W@OAAI4E&BMLN9bx3ht;18cG((oAvy2mlHxF-&+l*;&8RBE@*o9gQK7C#`y_el()l>-^l{>i z@KiMwQQfX6K#$#`4(r=|)Z5Kc*6ZY9ZE3l6(ZSZ+_9d!v$Z;;gE;0 zZpk*O^*Q}){9Upv!G9GO))SN;Y#}$#>i;#_KI21Ud_ZdnUw~&$c?MQUud#l1d=_gz~wp_TTIFEzViet{!4J=srh|l{oTmy`zE${c}=F%d2=oUwJU@o|}-X2-mAk z=3MAX-@cJJhlA3zbdTU;EJ(_U_)ogiVcS0RaMubp79!E>lPw3spIv5%yK``DK zko&pr6>e^8I0(oNtWPy!!*hf&eUQPx-rgu5s}d?&3Ie`Ax8n z;^DlR=TiCEAafSpzOg$Wisj=n4x)t!iMsIUprp`0rX?Ip{$7X~Zc6T|GYipuKb02S zO@Yg@$HAucd05XmC9wRFgQ1g6wI7yc;ikxvI~qB;h`M!-welSW-Ft)Pl?(H?=?>nX zE+Jo;eW@l&ho~?JaOqB3T!{PSCx*^2DL8KPZC71e9uBL2jLSNf1DUaz@84a|$HZgV z;Bq-C&K^H!_G^NQ`L%Bqq_pYq4y@@~tV74;rF~&1JgCro#XfR5Uzq2T?lLm_^6*x( zcZY>*F5cXA>Nv(IfYrXcMHY56Y`QMHqIM4*eG21oj{S6$cJdsy?W2RcRCb&dMn!8f z=krjhFjub1ANqMVA6LU4_@2qif!yQhZ$Y`j9Oa&_(-%+0ZolCJf9>c{xSvy1G)~8o z$IBc0Ch3?sP4BzuLdQd+f&HpkRA{N{2KbT!#F?m$2MhA?V69c@Sh28Q%I4=aGjma& zdfhcou@KXr56Ln*Xpkux%T^WY(F`xY?rpyrSb4W@JVJqi>1$qW((I+-iOl+nzqV8y z_l)5jc~*e%9Kp01U3qYMG`S|EBp2UDpN5v06kv4rr>u*0R2-$-EjaE*gI(_TxwHLg z$Tl`$s8gw6noAA|b`+p;G+FV_)_kM~*M`hw=U|@~T{F?|EJT7P+Xo({pta(oK%A8g z#h;STP3-buS0?C5*q4vtT?^KD^77F!wc`=}ZXT%iRx!TTxsVqT)iN{B#%{Zr?hMy- zD30n`2Hs5)`sv=1uz(oc^S(Y^!ypms0#}svBOTLg*MIv`cNT4x+7f$1Ghuv*OYxP; zM1A>6^{-v&=p=7v!zvkup&MK~p2T4=BhJ31A_CQKd~@3k{1L&LcwltT3n9S;j?BN| znBMq}|L0~bmS+6CKi4Y`3Qhs`F9h+BliC|SXEYYgmY)`^(2qicN8y2Q1|c|P-RHYH z&lfJ6m|8Py{S^MZU)`r_46l~;DiHb{7Pg=a_%*pFj(n0u2y^F>TWF|B8mQsEQ`S|ZwZk)m?@_OZGvw-h`B*v-l zp=V$ixlx~R#y~NKs3aJP>>7?IdE)!tyn2~J_D*s=lx;Fe=2VUBu@hMCXpx^Pvb-M1k&j^AeQbBM-qZ(Ik*JH6Q0M> z!H}{cN*`|nW(kyL(hU|T>Yv0IpT@NhsXiHK*;&o4?M;h!B2>^PrH znxzt@#g?Uzwt4UPDt76l)z0F9iy(_AM{2&?ye*fUmY5!KK0S|!TpHh_dMBG$?CQU{ zXm1vIXRseG?%OlZ&CJA z$tAxV%gmbixx_O%*wONO9Nz`BKxEWn1zQ+Y($l87`i3W!oahp) zVF%?CrCY6z`VKin`^H<7TD?qCyHKKgbUmw1*G zowxthsE|$i#n>uhML8tD^$CBhEQ_d{9&l+bOCcgP?FY%`crwxTOFt(phMd_MGU3RI zBn?V)a}6V7Nb?_~={-jAWG-jkq}5HK}B=##iO`&#^@B7B9Ai7e*dT9}HanA%NVLZT#uy za+3Ty|L;wTL?BU7eP~+U6iVvIiR%1>NV3`Go1(dH99b@*)1QAik^J1|XkF$ROCH^7 zoO|HZDe`tCrSZI~D-jWq{}kTy*PtO%t?KAjE9|%_$ttwmhKBw@EEc1U%@AC*apbIdVZkFuiXuRj6b)!cla z9VZ|X5YQ*t;s(xAWuvzaI!Nfb?iYT^l}HR7`>ZakXQqJPmo???^mo zulJ?xb|pb8H^`qHcY#lWtelr`C`Jz~b*BbLqk8UZbyuHQuy5rKgszE!UWqk-D*Oy) zW{S5j+ZKd~lZQsH-a7{QS#)(HJ$pD^Y1N*s7>aFjV^ep(B*4VNZ__5X6#SkS9b#sc z0h>F&oB|3mFmE{Tk%V&^Op9hVPxdCE)a=W`ik^66P4^HmQsVIa)I-hA$~0V0i9C6Q znhlfSeP5Sv&%st3`N=8ET>Q+8f9ori3)55DVjJDE(bjYAjk;MThK}0{ims;N^wpcH z#xB{|UlD%q=6MR3s|QDF!wOOGEp+z$LJIEYg{Rs4myZKQ)|Jx2J=pBt;MsjT1$;Bn zz4vFtAne?TRZCqs+&qsJ{YXy3!eT3_R8I99ZW&L^3aDU=TzuzWnPYt zOvRUN4nCEC;&Ig{`(a1gS;W1c6#Uv84W&EloeJ{&P;oFOM>Zn}vgH9<>#xV5!LyD_ zU6X*i_WgIP=!sZN|)9=)$i4?3?+XibO0@HJ9? zD$6<^5pNGz>upIyWP)yQ(cdK8<86vAyO#_ypH?4#D+vMHKVLlHmk9Hm)w@iuorQ}1 znU7jy*;rV`HSQOl)ijg6YLnTJm=p7L<+@CGZF)AnSv3V~sozdKd=mpJd6nURV#zR$ zIqrUNX9`^O#x^@nCgQ5O)~rdo8KMY;#7Vc;N zIeE)ELP@7`Mex|%(?svX&ebY*k>pX$5~=UD355RQ-TN&bF{J;rmZ?)h1nIxl-u%fo zn%rrnBvP$n$PC9J^{*@A$<~&du+=1)1U_&n^Gi)8qBDMKyHgX1+=WqA#JXg1v@>eW z@*9anC3{as{gGrc{A`t^?2Bx2cb=qi!C(#%E$rWGyE>CBUNyC`?dnMOXtVwG2i0ss|Kz2ib2x)o{OJ>&o|a5bIPZ<_7Jl!G$G#DUX)1ZOLtOW% zQwGtgzG2!FoJCe1c=)otFomcripurAkVqCkTVJv3L?Y?(f4IK+zeG}^B!9N?aWXNy zlx5lRD~V{(MvjdeM-lmhzW$~b;iN7+!-O(7l=xauVn2q2k(U3?76to6lAo2E^UEqi ziJr#g!81&EqG1^zt<&g2M4UFy@fkWyVhZFGM0;Jy$bys7ItqRyY_V?GPJ^T5(TC^% zQJnW9W_AKu?s^baMo#i2m5#Xg!}eeBdN)*gN7^g;9YMF&O2Y-t?htQkrV+g`w3JT^ z3>pZB#zyD$XKTVSa;~|aTNw&%tyU5{&ma1atgiH1gkYlK=!!nicuX^7#w1-zfTeLq z_7d?V=s!J|K~qWq#J^XJJc)revuw>@$t1+R(QH-z!ls8xE4{ z4~y<*BIND7<#xByz=$_&_|%XDtsxU{_b=H{Yxlo((kl-#OXq+6wmKh=gXJV#H1cs6 zyTf((xwxPI=+exC*$|mLLqijaFc(x#gw+>7<>^RoLPrkz zxh$7hsT@>n8E^e7SBTH=JjFM3F)$~kGJ}UkP009603|DzL)NK@1D5XfKD2kBMqDYc@qqLw% zk`xsc(LxDHW#5;XF`HqSG4^E!NkpAO^(9&)sYF>)DMBStee>6Se$VrJ-uvG7o_o%@ zU9VUrkIJaTu;9v9-{Ya=n4o(2%=rjHnciCWVzw(e7P8=D;mRlyKel>${#^?BN15x~ z@svtFH`jOeMbb$8_@o`tRy6WH+`uD0fkw(N_AU8n&LUU5uCB}zrV@L*%Ug98@k#8N zOVcYn)5!AJ^B#$s3?i)EYjmfdMob$-g@@Q= z_MKy_w+g95b>PqAReUDt`Qc{h8N?#=j@z_R&s4&W`OitKnMFbs&+CQGV-p$S9LuJ~ zY;tUso0X0$i#UbmK5@UmAV#+}ore!36O({7cf(F4lUX~yEA!S-iOZ5&E1n{i#B1$z z?W|%FBlGudh6WT;nOd;nb{C5nzV{F5DoP{oY?s*amhgz~K_V^D$tPDH=>->R^2qxo z<}G(*vWcsLiKnD*AyL_EZ>~J6kOUbXnR(-D1_{>LyMCpd4;h+zVxl*Rj{Dms$0Rpq zVrXUa9-V0^nDVhMrpPgo9I3J$oT8IWsy=PBc3PcBWXQI4$NO@~^kVIEi)FJ&=&#Be zo-vQC^bxLUyvZYFlZr3zKE)@kDH7j9x>Cs%mcHt1XEw3&ths6XmQK#`+rKr}BoQh7 zkF^3_D!G^FS+2V{nWR12>9RPBN!-4~t#(Xhk&0}+#>Ve#;)$mPp`Tf#A;5TbPacCv zS>IHcy`4%X&F-nZV3k02#3&DH4$w$Rs(HC@D1%gXd#$Z7W)Zmz`5Kw2DMTsw!^JhDkM%FP@R6adr5oNu> z#CDH#lBXC|$$!WrMP*VGpZD=df#ApMf3keCd9P-sVi=E%dj3B0Q9vU-=Qe~e7YC42 z6`K!gYM&!#KCNdoP7NV`Hto$pXW~h+j;Q>zBb(R+ow68Oluq0d`&U2Q#wB&Nf_g$+S*S7I~#PHd>d@Ae}#U{bPvVAzJloY-t;tR4!0G9q-8|W0REw zFS)S^k#pL3{SAxkd3VfjV>FX|UupI>W|&UgLNi^o6PUzoiL}lEK8r;79Nc~!`!PLnN@}hi7|KdAzQua3du=+_B8B&nCwOlHN99sM3-v#Lu za$I8;_1|SSsit$ebyYmq zW3#*rKPQqkKiNUgI%(wm!%s(Q%orqQ=~jyL76$n?*XUk^1cPkzZZ9e`qLb{jhRj<_ zlS#JpNKQMGN-ipu=6Fg|$ei)`$*f69q{DXbrdl42xF-~6|GY;h)Z6p;gM?1ZVmBL? z|4Al?X;UvH877mkM;?W;nN+f7=c+_OS`vvJv=BK-Cy>T3KEsuh8N;F1JChxSMk_&0E%67{WiF!q0CQB!dto$OAG<-Ok z)UTLiAaNjuEM<1Pt~-}Vf{!TYeJzM5YR+EAGq|zj&YZaGb>&gS*}qkx@oXqjLT&BW z;ftirj`C9d*;(Qk;mp)|=1wM7J@}D5HIR%1sa({U7e=gZd-Ogoh$8)e&yI$_P9z)3 zI-4*(4rf=-I=n9EvO4p{jn?a(eoApUah6MMXQlJXWz%VYv4Q=^6KnnqBKdW<5I>;=k5`%u-qV zu0nc0*?MND^1wA;a_5yxcqMle+Rj)09yt;Y<67sCx3ma&cS!7ec-$TOB4LNgS5M+` z>|Rs+TVKM87||tB#s_bB zVe^1{5iiIdyvz@JXEq#%$E_T0=2K6!d@ji95S#~R?$ETx34fRvUzPgkABZ*c8`eK> z48?5b4fQ4x3RM%UwK|uBurfZ3+Qen{6Fj;66gZEb#ZEctl1=FmutGgw`ky~I?z3D{=d<4r3 zf{unD@#^e#@hK4)Nq_$GzFQ2we|=%z=oo>Ly1}w1moMP^(Q}!6j4%wF^bkxhs+}bY^DBw&)nt&_CuCJq*Y7 z?bgC4=fW{LHT2%+GvV+HYg;%r5{VVIPQO;@#KLxArMjeZ0<1$;A8=Nsf<5tgk8V&r z47JzZuj>ef%2AbJ)j5&K+F9Dv5fO(J|4SdfX~m=M>@HK{{wxoMhYR;a`ZqW5Vv861yKW}lv#JDLtUXxtKu)a}LEt>?QmFYA ziC-xRrdqcW(6`v?xVtbJQxcjvTJdxQTTMjC9g2Z7_1LT*GZS!bUWWbB156m1y3g4= zlZv7*`_}VrB_SXuGU4jl3i7Z{1idgXmhB!4`%}+tC-E+!#v{R`Um+5;se@}6 z6LGk7>Fo3aTN5#Bd6c*2=Ol#6yjinenGVlSs_K107Myd4uthQzUpyr|*GV%m_I#i! z=Q0gzu2@S5RH!&?7#7&_gn|w2FTGsF_4_v&98%F_!w^0HvR0(Sw*QZPVmB9B66?)9 zUvTkr)##hxWlX%)Q_QO#pkhkukKnCylF{+A5623b(A`(zc40*-G9ylthd0yUxbMEt zuGUP1N}pc3bTbbZgx{5>sb!#N(#CJa?^5wlk#F>)IR)3Rog4o+ISpCS4MvU!xj3is z!RGMQbiCf5{kXa?1NOGVj~C|gFlmF-`|2t_B2Uno-sNQCSe4XqDcwxuMFfON_3_bd z^2jrEb|&o8RfgOA`7m#$e7O0B55H?P7YT7}6S`z1ne&mj>5#b3e57RQTmAwcmv(LZ zyDp!Hz-m#nLje!Q!!r6SxA9@t(W$Ln&c~e%4%S+Md^k?^4O_RC4?6>S$zFp@ROfZ; zKYN&oW{Q#Rzj{8HHkwW6cJd)vKKqUEL`u|Q6nx=+kgPNl;K-Ye=E*ww;5S|RZ^39DbheeH?(oaR zuh-lDPV?cw`|+NO@@MIIcS`eYjKCeicZ*wjgZ4!K)A=EJP9WO1Onp4MHwiy^8fQe@ zR8(rXziJH--)miNj=2UOBjLW;nJY4JdMJ-8&*s5&WXXksTU>b5Y?-=mYX;iShtF+r zCUn9jXDBssp}y6_-X?*9t#2}wzZAsb*sPg4eLG@t>e1wI-{K^+r$>AB zmLy?QSzG0>Cj*H##6wd*ZsvSiHpsrUow`j5aaHj@6WS(Jd92?sXsJDT<0g-{v~@jVqQNj z^KgOzyXad~N(UX`6$Tdixpd@^QJ%##23ksP|A^OP;a8aY>S%fjEQ6VPx1u<3=+%!d zzMBg3Bix5$`5f%%wVxuF!$h#>vIcWL9jbq7Y)?AU(eamhZD^2Yc5}{Sfb?%BvLbOucYJWotW;EBlSHF;i;D6`j zo7s_|_o;k0>+8MRgTYz8`I3n$H*J}NY#0*oT zu5(9YV6ySgbMEnYgxe~gQMeI-d7oZ}HyQ>bVBg;-V_H|y7B-{DMBys7)#*9?QVPb( zHU4W_Wy3(3sK0N}6oo^oFJi(LC4fzLy#MPH1qF-C9P?(;uz6|0#p=vB=>H+QE(^uF z_2hBWDp4fD>s_jDW=BFoLpEZAcQoiR8+9dp;^5n57k6{ISYH?mlC`C%s2E^P9Sou2 zr{=D-dP_RKe6VQds8Dd|>XqF4b+I_a^LykT7lT=MO`Y?4|EOf}ec`jHHLwpYDr=ElUCO?wt<<+D)E)Jk!m z%*IN~j6Y{-Y+PyFaw)`)g9VhIWBQpECCHGgLk!e)>E+3dP1>Pfr6jr>b}fS z3LJD?56dXfuv`Ash1L5R(A_vI`j}W(m9%`{cTf?hHr%e;f8 zo@Ag^>r=*RBPtp>o@l$SxzkJWcn<;ZN z5>ql^ae*J2Wy!<+r|m;3Dohx@81vJ477zP>_t*9|Mxp*1efrh?VmwXz)S6@;g$Y}Y z6hTQSX7o&Q>tzRHo;CBZ_6A?nUv(Y&N`g`3(~`s4o(#=NMJYC|DUe~h9bNj53r?S! ze(m~9Fjg+u)7!yE%e4uUqx1|^kfdONEeo#ueGWY}qrgr@;J2*l7pI4^{ZujEM<&c474wzD=MR=_1}MMQUN~Jv!@QBx zb102RrS2GC!S4DMY~=Z}4K{QYpaf1TL(DY`Op zJQgP)?9UH}&`WVJa_|i2?}^8rmFgR;Pb9)<_oB0(FH-R#Oup7=UoxC-eNg597SD;r z>9s$_a~NM=s2KAv5-EX&2zlG5VTG67rW^)1*$>6i&;(8_q z>hDX6aa$1i_h0IAIv!8W@qHQ7|IzT8^ZZ74Dg%z()pz0;OuU=b(=z3R80X99?{I62 zhUR;fxbzh<_;iV;l!RDtIxpH6JWLepQJGesF%3u0F3!>s_d9av+T+X&7Hk8s6%ri0 z`Y`5sLd+Y{2H%Rp?~8TgtcK1(OA5aDG}HUV?;3adXZ`dRD&ly3%^$3I(!69g9MrqQ>z$8lhx{3yxqOBx1pdYkpFGH~15D@ldV1B<#Q^h91d zDlV+dr%y@2-h?v;7~@Q+EikAHIK)Ej9GSq`4s6)m8+h&>!T~jxY4md@7jvRs_Kvz{ zz$uoH&euFlB<}ov_!%D(+jAvD+%nOvY4mnfG6PZ+g*wO8sR(b|nn)i_#djZ%9gQ(* zxc+?=cV7q>7o4Ic=Cq6bmd!P(5fwhN3SF<{=w*WUrz@glx&WU=ciu;S5`ewno_^*l zKJtyzs`X+skRz0@l^#sTL`dz+lV8%|=k>99&rBZL>vo=9HjNJ%)qhsoj55*pRo4? z3FF~UL{ANe&BtuNAA7If6Z6zRrOJ0N1<;5$$lY-x3zIvv);BY<(QNKetFT#sWj=eu z${ToSxnVa&V+{|_R&`pa&Ew(c{!G&+K|FjCsEsTx>uX+-h1MCBGY=aIVE$FJ zv3`j-Z<4Qa|JO7qkkZ{-#c{J*w@pX{7i+r%Z(z6B@7LW5&%eb(^ugi{e&W6APSp*; zfu>B{5h~m^dMChPW!;npHvx`jSdHEf&VcA#uJ!7LsR)cb+UZ`!LHVEI2P5L|E!sol zF?MPA?N)uNB{UtAm5x33(dHqtUN*c@?BgA#dhV1_%fzA&HeZ*_6~NzRf99dDJe1X| zjfKof!|;~vQdU9^Tzrr3eI)jI-CYa&&v&Ha;C!c@0k653u_*4#R2v?awW+9$UgE=I zgV*ep7sPwUH2JG1D+O4jYc9tVWTK)cB$tm2tct5xnS6i?ud6=R)%&m=9OjMrEGYF~?U|eRy&i{I{(4q6+LB;MY+;4IIXj#ig z)OM5TiNp+OxlU|$xt)PQjn3tP=Hk8#GS=^1EZ#f+?0)SKEZ#>w9?mzZ6+qTr`o+{| zSy*(+I8UK78=S%`&lXqbz-oi(VnyjJlp6SRPm1@&8h@;mAa7gibGzVNJbQEaSTHRc0jjO) z`OO0G*OZ|tQhy1(E96{e z?7NYTcOh|#20wFfQNCzP$mBdU%e03&{K!N35#i^Gz&xB-dT8cc@x7C%wUx&Grv+Dzg#q&wAv?&Bo?}f3m)1*|_GJW*Z%w12bO8ivRL* z5h(cHs8yGTgI{-Zj}PbLxz{_xo2>=dH|>z?gQ`N@?40~+J0~C2bw5U|_vGQz(zWgq zhw`wy_vZVz%si~2JnE%b=EJ1vsfLA10o?VA++1P`aV21I_vy4E$lDfdQf3!p_wvEh z&GU+3sC%a4nPefj-e=6aO$*?*k8*!z8*i2yD!_jGk#+5_3$a|mCNxsE7$fnX zO`OF-EPs@BJbAGQ0Si|AGx{#VF4>Nbx7EeC@6CK)@S_k5q9}cj>Ixx6t($ays1WpW zv(h!pBD8!L>7Ggv|7T@qyZf3DvYQ&_SCoqo`PT66!4oBLv~B%u%`1WP?4ftJ?+c;Q zYr4`xsu*;e9UEHvi!lD}Q;?oGas%GVlB2~~|HQ!CW|t5O)RyD#ZA56DV#oTlpahdk zwx`N*OYpbup!_(c1YsfW(!yLJ6t$w~`yVVu`NaGkg3fWIMI+j_T{q>L5wV&9pYH5SA2e>z6e2bqXXeJBBblPdN_ENfRgiZ z(TyJ^P@itw_1d=-Z?>Kqc5g4m>4OqmfY#L@%!>iR1V; z_P3675xBP^4=&OuL3PpRr%8+w>=ItRr=eVmxy@1WGM7uyYpT0L_Ejm8h0O!^)yi-| z@=dwKPzml^mf1LtiqG@QGCNozLf-i+4HY60G}>G(UaFNq``ZHx8=AP@>Q(a<2TSl) z%HJ@?suX|Jd#~KPT?*O69oJ_5D#iG3`vc3mN`MC|PBZ40KyqZk<2K0>=sYYdiWJ8H z1wKP+O$o|=Cpriq7vDRlL$cbg1gpIivfZmo(BDmYxNB7@ zWU{2|CY>zBf$yaJ>D*GxvB@f1^-KhZt!^hqqJ;3MiCx_#j_h2ErvZ>_9@`>9 zg5tL-);|$GtX#Is#kmApCw~rVib}9e|1rB;q7?ggq(4dhEJDh|FPlTe_}V|CT16(d z7#lw?k z!y>N$8Q-&)*Lf8}(m#7qz~4f|@}w+Oz7?Ua@o(qXumbU1uYS1QEDvvNWJxYN7m6EW zJIzk!VpH*P4`FC71_cb&M=p7I`gudzPP=?u7A`SPo5;tJk1aX!Vz+UnNO5~cN+CAf zGrKw0JRbvc)-!%R%7Lu)dd`YrF+a9OY^f~B#*~WQ5RP09I?68`Qy1$|r9>#hmz9gT zk~tZ+PItDi^nYKJlrI z&&K}%009603|DtN)_oL>hERk^5fVy6Dk&L{U4)Rm8Y(ep!wo*o?L?H*+FK_0lZL&e+c&r0 zqeH-3eDl{b22|IZW|t;2q14G&(CWd$-;X_Ey&`OMC+j$s5r4P;IZ^Q91=H-avBpESI@2BXUWMnhy4odS9 zdA~;d4lko%Tg>A(g>R`iZRn);u#1LS|Jg0tx9Qk(m>|$$v@SSWLyw>N#fXRT>7` zfALF6Q&46#9<*7f2!8vHZE#X3!gWEl6A>eYm|F4S;j+Xc$Y`9KZuBJj@n^0k!<_;f zBSEio22?cntTenLPs7H4>W6alsc10K4ze#Og0j8C^ZmvJ=w|=(RS_$I+Oe~meVhXL zt$#XrQML#-LbkW`eJFyyN`nQhoQx%HFL~xeDNswhrT@-}ikKkB_x@`raQOZ5=HPGv zu2;G%oV%QdvR#%joXK1a@%vk`Eb}mNy(&>XIv?HN#&}nR7ot=7y^&B+5zez8x3Qwh zkQ==J%s!lgc(Ji#!g56@5V|cN7oG>dCI3#j4Cmsa^cLq)qdbsI4*yr9pO3hefeN1d zg)or#lBpX-pc3!znD(5uFq4;d34p1=R{ zp!S{b^LqDum|rN<+v{A2T)nB!uip}RwnorWUy>nIUc%?`l!CEu3yljusCenJlD~C~ zg5^0^H$1#rgjVJEuh&)=;3281sqsz$lsO%zrpF5qAtf1TtyP3huKIqNy<~LM9%^nT z@DZuIw9Zbf;1^xkO)88-*J70QK)e)34n_RCRW*HQYbMwJE`JI8#M5*?9aoCSV$D)@SMgB6{~ zFx2FC0f~&ZcHbN$9Wpk#e0b$83N+jDgqxcQK5-OQ34WxZSu66)*gHB5 z-hYr{^wUx6UfFLA`b2Pjx2;I1E83T-629$zd42(7i7+ze@K&L@({$M2);eB4?t%(#wtZ~}uWJf`5 z?5jn6wiI}jUQO>M_`@9=Zj&JR!?4eba$?c&hAda;T0n=X)V@UP69mtBFZ6HON<+Hi z3JnD|YPYYJJI+0k_B znIa3__dMK^W|-L87uWT{hK1*wL;7EcvvK<@%FN7AzD?IbFDZgN4P`OV?;a8+SAm zX77UylE}#((vT_{S7-2bcUYYse~e&Wj-;NoAxM{~V9#fY_W zjCxX3g6Hg69F-`=eLsGm#r<5Utr7d>>cW9zm*d|$XATVGh1N(AaqYc@u_L@(Bs_Zg zaH@%m{G9FQsYx0XMlQVO^@QVvI9T^AgVgel=$C0; zf(#K~ae@YJ+Yo&diHnE{;-dSa33FX&F&1_$_La3L0hPsL`9q@=msYT52d|glr1SCL z7dLYu7t}ZS^&1=J_A4z+iMZRGn^w7ugWy*89dZvj2$Jf!7T3Xr-rB3dy9m5OV%-`a zrj(#@#f?tEj8Y_&-u@~4p%{&$mOH(#b09F$5Gzb&W2{^*^uMcY^toG$G!yX$MO342 z7YA=o4AkimxXQ3Z-cLN{A{ehT-^UkYyKQ5^cjpq=)QE|$TFyo23UPmNe>P^k^^Qm@ zvGF0*KiqL88`;NxwmQbKF{&hRVUH^Zq$=u#EoNMFRM~n(3lyVGqH^HxU@<~xT9idO zTzocb4p@Ad@QwE}M*^ByShgj>+%bfh+g+CBN5O*ec5Bm#hj|>qPKH<;oRrM;7dNR0eV!STJFDSV;4* zVUwKyKxYF7+>uqy>sAqUFnhL)iWkH9-XV>RpNi2EvA?FNyBOvxeX|qyaKM?k@LLGMd?toNIHQ#HC}xD5|z*!%d+T^t4!<;RUgbG;?c~~ zE}u_KL~fF~ct4W`#i#3jKDK2e+?s7@BEiAX!IPF+UpZLKV-}!B=%Z4?jgl{e43x!v zZ}yI0AUmaN4euTXLK_*a%Zc}>_-0j(E)&ylzqXnlV&QT1^>AMWHdqsk@Q&3S$ldp~ zS{2Ji-nvnxt?w9!b|O)~`Vv0-A+_bS79F3s-M0UH=x|=~)Za^$fwW~qGDF0^*eBum zK0}2Cv~?TQePiM9Txd(&5F5?Gu@t#jCOW=LMZ{Xuq4;jq_={c|d}y}j|E|$c#V;zv zAl^3&-`uLtrDL}M=~PGv13D-2Q%$Xz7>ax#SMI_>i|?Nk+ZULa&0)Np&!!{cm5lp3 zT^i0XL-U^~(GXy>)Ulh`qZ?_*&K^{wLp@4lSYs6flSY$UmP<3?D(B+6<_8m*mqI7z z3RrM>qWG7-k^$M2=HG|+(-73>mp@1BCA)VIg$@%jWz@>m=ns*v@!MTZ0S2<3XO{Gd zGvTZ>@T>G26OW?X!!7jKxM*nmtkHmpK<&`kP(9-AiOCfmct^t$Yn6(v{WKU!6y2DJ zqa(=Ut`Y4h17UF@j5EYO=p3|^e0qh2vWs>dL41*kK#ah9KjNV&WA9Jp0;Z< zki4x#`2I8qwAH&|Px|6c0)IIcy^Q$4{wm2T62T z@vaZ5@uy?O>!|L8k8~)7m-$gz8928Pp}(bu=%eD!vqvtlu&6tAPrV!)!SY|Xx3d|@ zj5D^Dcum}69}}ks8fo~&QyNU6)8JOLYwziObPRjH%+A_I%$ZVxUY#rx>1PU!xku2td*-U^H?uI3*yWJ;h`?zj&znNxzT3f)SahtG@F&_;t7q2I@$#{_kpbZ= zcShKr(ywJebkPRAANQH?2$q z?=OAGGbl#KzN@+v8v;MefBs8;$TGmWkKTRn`ob z#-(I<_Y-`KiAokc;y_1fR`qEz;gfwuwz?z}c-`Lbc;;0n9WQ9lh9#gnSv**Hb^Z4GW>L-g&t{aY?Fab45j!;Ziu z@C>WClCCGUZo^9D&O#(jSSOrr-RS`A>?#^<4jWW;>*;u@EIRo2;>Nf6Zq~lcYu+t(w1`4~SmEUADaOHE<#yf=0 zxqk|@>pjUrX`1?>2tv>5tfCfF#5ver6|KH^l8Jhw$@S{p#Jp#Y?=2&6vfDq=mt;rO zX{SBeT|>vC)oAw?~WBCx|?}^y?Y7ny9=0IBlgo=SFG5t+k}tUba3zW5H@5p z4|!&uXM<-)73*pP8xAt+LrP`@kMq8*aq{G%{p7H2jcqY>61y}XIF#V?jI%YimSWPo zr00h);a_^QZ^f%|Q4l6yO-|;Zd$cpFneeN=Cso>uhz)6Nq_tbQaG3k{ zC4|hy!ZYDWpYz2iHTlk~a-sx7wM#x++Ea=H2?f8d$lk`fU{6zWPYFoQCc*p(T>Sa+ zNNssE2POw+wpD0wpdxN(_uG?$7k}3ybd}G3#~}O*~QgdJPtgu>I329 z?_9m4upr99LH42B>*WX?8JY8#Aov(4wxne3UM44Gc zW=tPitixu)R;|lOJ%dX?RVasj++ZRp8 z>m}AUiK`h9x|jN7w3qNFT5m?K68F)O@k{F>3|aUSJ*mZ)$Hc@^7vE!IwMk96e3!i=@_p$J^;BF!GShCiLs$#r&e}sSNPV&TP9Y zO5Ba^dmno=(BL$8x@lb&1>cia|En7&Bl*DKw!{l$1c5Z8mrTZaFpdx8k?e zm3$}|zUJ39Ex^=uvbAw%AuNAIg!ZNuK_k3|a!8$whxMN(M*7H@^wYByZz#g&%uvB` z|2+5{xV}h#Lk`TY&05F)&Bo^SyKg=3$%aeI-0*Ir9JJ-0@;!Mm7Z0*%d9@Px5N)_D z+8SPfC)>tM+Ljl=^S+Fv_(U$0WX;3mS9 z@`a^tXG6W|g!JX`927KF&5Ii6;h&EGPRag!?AP$xG#F5b)k|IuQbKZ&Wy8BTS}+UC zN4IP;)4Bl-_Q!xypG?S}c$s&QdIMd5-*^hY$wGGEv&qT6Y-mO(C)J(L!Di9YUuq(G zP&p86CmWiNzNtULbMLbesXFSpMj{i3lUlDTlxJYG=eM`gQW-ER9M=?=%YZ{>l!aOA zb%@trw%E4o1}?;Mm^KAj7`v+}x`96%v1dN57h&9j&0w3~QH>kOSW_dKt(=ak=2K|} z3Tb%rY`^`JkW`q)H?=--NP~B|evtaZble;DE44a(9er&a-&ad+z+g!0>kD!gZoP}U zVd#Go^PHKqiRy^A7>%{P4G{;Svmw{KP(>HlZ0yX)(fh~uOhPY zXp!^Lt5B%CdXD@m8A5&Erd{>ZAn{Us-^ge>B-GR2%2-~<>8+AKPi(w_;-T6?H{5{i z*UJIT#Q!B!36!XhCt$6Ld?||^k7-lco3^^~5Pu-AD`1rfK}iSMncO7E_Qi56MpN)S zihRp`Fb!^F?JYa*WMGval`9)0_&yuwO9sA&XW`S&Uqo(B|U_I(P&Sh4x3{H`dR*xL@}*c(;3 zV8oUQ9=SGq3>NBTyp`*mF=;>AcH74d4;Ay}rT#kw`|#S8pA!RdjpVztZz2qri}^+z z3!GUF)YvN@QX7U(vg|{;4|+7l*Ib-&$wAVsUrT#Y;usg7DdoP5H9+FcO73 zeoE;b#E|yL4i~LG`0QPAe%WGI3^r;PS1j^DT(Ro-xw>Ul9#~ z>61$e$x%@ED|mNl_%yP`rXA#S_^1x&Agx_opd3L_c2`pG-PVLGsA(z4_vE)Ha}jZYfk&b^G1 zbH5BRDfI0xd5<&N{#n@=@_1uPbEi|v(qP>A?i?Smcu0NjB zImU7l;(uX^10QYvzKnJQQ?n$@b4>tDC1Q&oDFx%HL2lJ>;w8wjLhF_(2g8un-fMiv z5HBsO^So>9N%aFyFOzmVlXM1z%jpC5q=1;R@YEe!u>aB$*Y?A1ux?im_UZ}1r={KA zrAIGd%goaG_{wltTdzF->!uS5%0^$jBU_PHNb;mlCpeJO+y-jG+ssH!t^LQJsVU&# z9$u}Gx9+IEd5u)U2*9`SK$ZFaQ0!mNch(z(_3f9@P}Bn5P5Y~FiJ8Vr-SJ=>og$AhQ3jk@~&7+<; zU70YfF}~v6GwF&V3x#>z8hH$*9d^$jmcjC`X1|Y^SwP~?k;ZjDPJ%i!Th;zL5T%|; zLB6WtSe_UdUvC=?=fAn}g`;uE-L`$kmdLyM(>_&ytJ5gGBRf`}V1+cE-%1aZwIT2z z`2D}5R*?R^<4wBqX~ z6)!!-tV_JT@JfK+zauLcCA);%s|ddPc4{QeS6oJ?e2&#q70ZOY;COVhSTOw@T#FkWdBiS4>G8RgA=S%R5-k=f z=Np3+SJ$OHQ}@MK@4q9ZD#lpVIdyvGn<^yF2W+PF8=-Y))qG=%GwQMfdENNVBKzqd z<-%(hV4ISa^Cln)LF$Wk$KQ{EgxrP={c4do?W8vLVZsgnMTPy_6kNYoCkUdKCiw9>K)G z}axF3&jTfn{cFp+8hFq-p2W;ffbz?#l{B zO9sJH?nQRa^)Se}R161{Tn3}+N>SK+9D*v(sHJ_liiv#l8~mIrpv(Vqz5VbK1Uj1Q zz8?+1NAA6~b4~$}=Dohe#x4Ncdy9DQu?KL7v#|Nj)2cRbbq7spXT zsSpxUMumuyO2eC!jFghS$;#d%^WN*;>n?Y>*WQwmXjsuH>Py22p`=12NrMzozx(^^ z{P%gB_v1WY=XGA6%l>AwpDHf_J?wAQ>0S@WHTBy$r5FOssxnQ9*Q0?-A>1gsngD+z z;7`j02D(L$%y=3nf=oh_gvuI!h-uPET}ictdcuF=C8ZAV^<2eM%%~?M9eZuwzCR4? zYwZ0(-Q!^R(9aQSRSG0q*&Q(_;i3J$L00NA32NL=Zt>Q`z^wiA!e!G)xRbcW$2umI#%FESNo%v;Ht_9QS_85j2Dqk(X=(i{A>QlU#_Tc-6m5uz8rcUCM>;Kz7nn&WmlbT(L3FTEtfQ-)>) z?P&^#GpYhM+oyo^rd%;I%M=hbsIh(1h6SxiXTJBZ2#_I=NX333LxB6hx~n>LxO3cf z+$e|%=IVL}O9q&bIPaWh5J?8Fwf2JR!*OuO?I*P@7Yna77rva<#)3@AZI3biR2Vt2 zVjo5%!krt|4HywBoEez>6+Mv-gQQ*aZA%Og`08ZxkIn$q@PWz33u$oRq|hbT1`H%V zd4HNZo&q<6j%@H8OMx;q^G6Q|Sa1r$Z3^ngL#Q%I`k#w94qI@ZY@5EW5Q@{yXyWJ3Y1p7@eBDu0Njr44VwrAFbav+b(D;31=X1TU%GhiHLebM;G1pl&s z7lyqv;LkvS>%t-vm`)cAQy){|k3~+b;sgo$F=K7rZ%L5hv~g#-6a@x9a_08iro+=& z5@Ulo11J>hTkqsq(3f)H^}!}KbTz|WDuDy16O>OqnPfr?wk)dmI*+46MoW^OB$z6# zfUSSh!2EeETg;0DgOWrSsW9Gm9dBn>olA$aexB(R69&|s6uJ^V%>@02qbreCY>){# zbKdk)IykoJ794gXf}niymq*j7u=VXgVP|40Bx%!pJDc!eD#>Ms@sr?PQbNn!(^U9Y z|NBjHG#zTw+a?Z}G2udg#H>&S9U|Q06-iA*;P1QHwM`2LZ){%aozuXq~lJoVgAHZYF`r#o?WRWY_%c4 z_Va#HXD$*zTp>Sic_$Gj17~LoSR|m>%4p7Bqd}(3rV36zIGr?etcf z4%R|90*CMNcw3mWIA_HIr{~J79;FQM-qoWbZpHvkQ{i*xqh$ClGV)bwH4TCWFjOof z4eD9ecGnN^_QmDO|8yd0P-Z*3#`ZNG+Cylbp4CifA6aR|$Md-To3nE|h6Qq6H}xI3 zRAAdX?fDj;2A%iw(hpoG@;F)J;nUjf(i@7fAhgnLGHQVZQ;r`07;nxucm2nblqG=46gy(AHwnaA_8R}IqQZ)? zL3Vu<9r6P?X?;B14f}eXZVOI@FNH)a*&P_*Rz%0k-{SdzLbO6|3I<}woYxw4rowv1 zlcO9X65s-wr^Y@|!Qq>)Jl_Hx0v+wUOhNG*D~bp=OlF0OQQ|{q|if_;0pl&!N=}NS0D{({{-K z`N`iLzPogIVSe9GY#UEE)+RSr5-1Qc?!FRqhYI&cA2J?@)8V7p>vtc`nV^KhFgD1u zVH>7a|ME-*D5@zr@4<25P~9V~Gx8Zw8@olqiKh={*VcqLC&+NFKeT=#gaq3@*4A{s zApzlarHt_>3dpRFYfNfShjK}(k6a1^%*k8dl`F6yZn3E>t(grr+QhJP+nB)WO>ycK zrNEX6Jq5N#8pxWoGKU`!!D9PiK5}{*Y@n2~S90sbFn70uT%p^4JuDgt_gNxjJHFHX z>P7~WIzJn`5*k>)-0m-E&wwME9=~gL&>;awFM4^60K|QjDJt?*wtXbl0EW1 z@dFmzt+tJ&@qBNm-0tM6zhsa;U^rv2nhr95-R1vjGC@d#uwTr94W3Fe9yPrEw(pkZ z+CO(lpxehfXr)7f;@>_hvltRwugoLe7^T3b^*ZYQ0dx?PXcs$_#{|BZjf%?IY%rFo z&V295fk3|J&&M^n;Mn&kAcn#O2dk!}j!YVO=nRgjad>{4JNc0Bc{+TZ^WK~}O^1%U zx4C?HCOmoJSaMm34dfFYa_Zy^$hv=a;+!fM)|x))jqb<*ht_fPJZCy=qjaA8E>DK~ z2vzS+9v1>X6lzWsr@@tt!MNOeWSE@^B(5o>ftMy})zy{`UQ0U@Z}9xM!2OCvt|tqo zMk1DNchg~iPy=;6i3qZ|m6d@wJnR#Q&Z;<`3N8B6b8DmUpmJZizx-YrC~FwD6nInN ztoe<7Z!Xed_>R;1TPjR=r8~Bxj;GV3n?u$*Hk0AdtdF;fYAUF!j|ytG;6MzM=k-e| z6&S7}pNabjAV@U8mYyQR!WZvDcXC^Ov1uxOge-gMJGZf<8?)4_IO$CnDSOqltU0W&?aDkbf7`1wO6Bnfyv;C%kR z@&F!o8Y-L`&mh3Sr-MSQU1{)NR{6^977FP7R`eW7r-R|XNnJfVCY1e)@Xsf(VUFx` zv*kPof&`vqTsqAJdXw)B>3k|I%Nriyc2MB5I`@Zf8&9vM&eV-s=@70P#1++LKu`6v zyVXZnz;_&X&zCp!efWCgh(xw(9U-F_w{-V5a5gQ_ASbxR%{Y-Nr0cT_N7&MI>ZW|=T0@?zhg95z&X(RSdrv0=C8 zmDA<1RItbc)R>eCg-7p{C%)m`=Utz_x-X?2b!#ZJWvty6u3eH?XCOGFLN<4 zy!D;gz=ITMaXU6s)S3dzr*w}gxntqQEtig66?mv59uD4aO9BzrMm4!U8jSpQf4h#y z38kuW~O&kmZ z575 zWWtizjsa;=8kBdOJAS!^0E^3eR((_m;2L%Hic=>6bcfC?m`RWz>{FVj?$Rg?mjF564!cp*u?) zv&%9XZhQHdP&UN^d6O*ZkqIw<-hVKi_80>-`*E_F*Hb~|fLLeCcOp1d9xN38i-r1$ zr9?~TXh^P0unbNLh2f3D8O3vfurqy5^mJq>{B1P5xZN}w&eBfF(;g;5zJsua%}or@ z@3eHscH?2-uFf{BaT+WH=B}0$B*R5b+_el80F@^c^eao<;5zZ^t;edDz|43=?q8k@ z2%IU3%=+L1CMRzX%lk(_7|}#;>1{OlUfOplJ~;_$b_c&mvcdqdx$NGQPzdb&aAD*3 zFG>ji%qTe_=^|RVkiYY-fD;;&)v~}|x_}%yclS)GJ0h*zZ%?Fs%pqE%ymq9?1GH*p zFN}N-0c#mDzVTcHeDkWbmzCgyrOULW9d<#ezcyj|o@)^LJw|z-@F)}w2bFBeTknrN zig11d-yG2Nrm0Wf0mmSK7QaDfjU!~Ao3}6G)IDhtEs0b`7pYGF;QXO4M%O+ zRa)vk(dZgGy-x5z9Fn;G@$$^ctLUzm^8Mn-NEA*u^pM~YiqsmXYVSW_6MqNbIuGl0VaF2*wsD9Mg zUwD+*TRvzti$w|%vX5R1C8NUO$#PqbSma{#C%G*%1SNaSESt#&pqAU!m5D!+QJU>c z-||KRT66T(8!J2k$vu{YizNvB-Ti*W1S#hZG} zqxWf7qK_w`s?dubjSex$FSWZGpA?FGZ9BBDT=GJ87Q0@&?7E1w-$+hJ@H-=%#K1WXSOX*7w-eAdOF=dV?%8rTFh{&}x) zZBZ1eZmr|rHx!7R&Sky)m>i1A1L+sPR%4K}1$i*q={!k-vaJ3&Ri7oREQg{C7tX{_EFPdcJn6p;L)($V`b-BW!($%yQH{m}gw zBHH92MJ+~h0{H96$ge@3T9!&i5*+Rv=M)2JGW7pG zRbe94n9T1bPE6!bbawJu90Pr-VhNOlq@&^7S!#GMukV($Io8EAB%IZ1N?O99FA@X8 z&5|j|t5}`u<&cKV1lDvJ_|efjwuECyDgz0qof%46Vjz5}*eiQ^2HG#E-ZVKzMNGp- zHHe#r^3VB&5!08kK-&|hm5XY zm3pXYO-7oxS;=3{q@f+TmbNeQaY(iBU&8Z&Wb|%sv98N52Ia-Js&}=7AWKnehn*G9 zXeNH3s&7Xm>TH*GDcO%j`MT^K~6%pCu~ zNJ1IEk5}!w5rZ~q{JkcX9fpXz@p!JR54tlkI?wma194BK>>aXBMy+_?_NOOE=%a<> z7;Og?ecte5^j!rF>5_2Prb0C2anD}VoIydyoeQ+yHgEeo=34)TgsiYFxL^k2`F%8shJrw9G=T zYEpM1GnweD%)9U+O& z5w&h3zi4+Rx+UYH91@v@_HROGv>s(5o#{5miUkhZEzEZ}$vp#YF~1fm!)2l4BP}Tn z227M)t6N-pi;mc9-`vRg%0{$pZSiWMS;$VUrt)-mHe$Hv&VNbBK`vneuNr%^QB>`u zr?5a4y1Hm0lJ$p!^sUPUC$%$>PtpaMkNa3C_|Lg%d0z&y6;bFoAk9X5!#1eLC}pCn zu}^+X7iOaoV;0xqO*RtPQL>KUmyO76zcJL!Sx8Jd=djcZ4kFFZTzW5(fkfM!jCze( z=tXsc`q(HP{Vcok@7iZ3@`~2^na|{)%Y;K8#~EDY^kTgDRV)`(%IvTkk>DVs-jzDm z1~yVw#Jm<9WS~uf{Q>Tl>Bv>TL1hz_gs8%5T0(BANaKb7MFJlMVWqZ2-RWSUA}O;9 z`@2lEv3y`D$%=`_p9^kXXTd;hTYG;kcN*FeG@(##mWEaa)-sOg;!urc7k@x=62j=0 zVw_wfkUlYF6ii}}x6laV;#V9JEBIh8afXC6LyER0dXUg}$$REvtwiLw_JBySLn<=F zI16MhrJzG;w`M|Z;?cd&lOvh$!_kBDR}R0U`=XtXBfN;4O;FFzVi$=c;mBTo*L^p~ z6cqAUQCkUN5c3CbD5qXh-`*5JV)w7j#- zTDHXjovOa3_jbS-{_HS+Tqf%Sy~47&dv`>_YgGMip*a!WxW3wmtO9{gxn*#xn+Rw} z4ft5E8lh>?p!uR5r;#OLWfzgG48kV<5&w3(fv&}u8tL_6P<=4yONz=>Sl#s*wbrG8 zx>%EYm1ipCu&4H@Tuy{itH{%>{eBQ%)5V^-Y6032^Vb%G4uE9^d*fTGF8XnmaEPhCW$t?%46ocGPGzQm&)XfFXQtvnENAyNH92o^(-w;K zp0$OwjKRB-Y+E?ukMWq(^ZCtd9h+eV?eqM$HHQO1#lq83WR5|LSa3FaPX9I&2N4{+ zXWuU()Cx;Q;{2!}IM(hLqQ-#wsG*R86AWm3o}0+_PlI2*E3yMua1iJtx=+Iv2XuUl z`1V#jG`1Ylv|daD>44wtioaBd+G`-*$Ik%gulSIjZYKDi>{!_D!v;(HrqmM$SrEUg zqWg>!1!8opyUWLT_wSs|h2y7i@M)|4s+KVhL^VDLxqM88%Cl4al>5B=jie`jGRY7o zwV0sCp+b+3?z*R4bTCsUsx@~pLAZCk$Ad(Li#r7aW7iUR^A`N%zKDn3F*kCv3=!~# zFC5ePNT9BuClq{@3N?Lq-MMe*@b%U~)dRnnpz>5)FZW~yC|y(fbz6-Cmz>sw2u?EK z(TV*YEM6WW$z04I-kJ`5va-n~W^|Yvd6cq$m;rV#1Pi_#V1tcIBcp2%2Lg^}?BBUP z6X=;0Ne3meVF`DE-C)55sk6y}E=?>D_~F0V=pqwpFOlMYSu){et;P7RPfUoJ%o)+- z<%PkH*WX2IGvI2z(zbqaE?6!Y^~DTj!q9sOy^%xN@Vjph|Bx65p8m}~Q*btk^5Y86iz_?JbRBj#@HU#2fDj8R1D|v~e!+yNwX7*q-n_^!pDBImWI-pe*ROGVqv!D~>oPlf40*{#)lcCMo z;LXbZTO6GOVH+CXRy*Z^(&;OT4{Qn`-0W`9!mUE6uH9QBTT=vD2RG3R8;aq}`ktPJ zq9ULk(EgrgT?m7CYx#wT1>mw;58-9Rt!Vim*N=|4uIXN%#zoiwfg5LpU~?n+zsDwRPdF4AuXTLO#yYXr^_ir`54BVRXGA^h9wu_pIGA>4Sk zedzvL9%nt+`tOQ`Kr6RtdPpjS$Mc8tUcM^?`#qokiRTo-H@QQSKAOc~*l3b&;#vd- z`!Vc2Hu*56ebxJWSq{u9wTxPQ;OWwk(?3thhFigpyL^6RgTd=v{{264z=o05vBJuQ z0LK?rPjmAiD$~$>@5Taf1wC}FDOu46jX+39NaCo&*=6CW3Spu_H0+xV~O6JYq-8o^h! z$-uerwcMjI3CwoTuDm&!41e~d5l9vo_#XfO0RR6CS9d%WY!pUX6iP@D3Zay=NE}H< zMWyULv$JKpu6uE$g{J!a_5R*J-ZP%(ob$Zr($K}D z!&DNAhPuBJ?2E>|hn|j7ier&2@8nV1`vm-bXiH<-RvPZDKW_H>Ts&H}z0Bc=A!3(# z(@Tl4V3Z<%%VpIIz#YHs9nW|MAY1hhAIeZLN=wZ=4_FAtFFxl2pL!56XQ8vQn?%9_ zfl5Y|Q#6i#9eh@Bh=eS4x)(N+{c(@p`wd4#J#dbfecdlp7wnF7`a;|3hAXkL(!3u% zv90>k;Vaae=;wXSip@S0KRsF&Xxr*L@9?_~{!9iKlI);_(? z-{g#p=Qf-8*-XG-nslJZ*8_fxK7IDP&KrjPmMgoi`GP@@DF(}WfJZi;kQl!M2qwLr z3sAcTsx2;RrM!o*s?@RnLyZxdk(Km@A3EY5zVuV|akkLCtI&w>Bnadm(NyK15}@() zF-C2q5yMc-(L2ZSoqug(A_0A7R2hue@uLfhC4fDR1Wfz zz(&>2B=jT!*&M(2+*n4%m@U!fo-21V>wP*9?J$vIohFyfkr79Kl}A#6T{!lA%RU;s z&`%SU6sAG>*!vd(ic}b}W8bf36%QsdRFlf96gYC;edqRuDCh_z(pPIDLC1d1aeaC; z{OlQ$-0DFErSIc+s*cd%_QX0V2^TtyaoB|m{-Hq|>&V;PzErpwy`bSK76)wgZO3ZL zqTz}DGqX;!ND$M$TGyu*4K*20t9{g|(4>AYQF8+w!hAE09;MLW^Zjr8&82BD@}P^` zcQ64)Vgwow5GZi_hm=rMHW?nSY(KiWIRZ?^7V5J&2;i~(UxUn0EF3Hgc7XyKa8Xej|U!~;?B3y6c|tLtomF-1~smeTR*80!MJKz z(Cz^l*aZhS8=Fw!_T3!j)NeXa8m?;zA5Q`W*$3sPe z&|3$GI4Cs~&}v_ZhD;9X$ycEyxO$NmVJh z;>0F($TT=2X)*kso(Q(L)z?9JEbP@dl9Xi@1*(5u_GW|aZ*9z#-Wzab5sz~$c#H_L4zhA+xO{VRCt`GEpT)x9$IT9HJGy$5N!O9-{R^T z{$^Kj`sb_Er58g;HQJrbbe^Xx@JODuddNiR?_kAwaBt&%fl z49L{-qTTFEg|QQ_vlEun;H6M@&ic@F2o3)CpKxm$Xt!@S?<+}#`|V*GmGUX@Sa^(g zD=^{Q=Ac{?F9wJztkYuO!~nWM`1qVg8YmxG3K8Fs1-p+)?H3r%g4o5UiqfIkusv`? zbWcYXIEUOEAUb4%LH@mmMm_1E6!pinsx1{(4XP|XMpMA9jO~QRat8Eoy0^{IJ_iaK z3X)T<=fDf=^9@CEIk5c3SKvx!7HoUc`?q^K9h$A5(9J)kf?k^Fbm=`N7`J)n&xJEU zNt96X;${jM*{yHovB-c!oI4Y`^fH0dzD6R!A`=#>^8SetGQe(7XiQBr4cyclT4o2B zz-_3|mu1U<^M*wO=4<@-1TEA(zD|V~go}>-qYUu!8us?MmkQi$KNUP|(%|uxMf>Wk zG}vihWN~US6@sLS`@2(801taxcy%Ykt8iuMA8ZV8DBt?lScwh=>GaYa>{Mu>#&9TX zWWdH$>6`AkDUg@9e*MFkH6Az)%Bsev!p^(PpE>TNK*u>V&kEmUpapr03u`37;oCI| z?FlrHuYP&a(JleV{g=asBq{JUV52v?1PvBjP3F!s8E|d4OWcSm1Lk(;2JwAK0*;z~ zZ!(b%$BHiAtX-Q67LRW{-;8k}9pkgXMJ5`mO`rB9(ugqkXxZRJiKz)jblK2z{NcuYNAX!D4rXPZ(zm#M`u<>XjtHuqti+@QZL* zDs|>6oeThPFrT=}?hR}KWfNIyp`gPctPTuD!5ig-@3hl#@KtlXJG(Lt=n8K-58jP~ zFTy(hO8GJHOyl>8iUb*^1RnGHQHb!YyrVCRHyq4z8oQ`uf6$tow!F~q3o?mBx*mHZ zuzsr@=SZf28eht*j7_l+Jaw9DGLr(kG$fDH*G0pzK7knay^&y+86$3XJ{+2Zt|z+* z-2|zb17C@rH{eHub&S^=KQP^>Z8dY40Q@ZXPp9u70yFVlMoV7=nvMBWD(nne0%P8mU)b!8M~PeDsqZs4kHmBbJYY=T2FtfByOy z)qmAu`I#LW32G$-eWFgCfa=gT{FjFt^`AsX3XQ}xG}_lG>tOmAzAONc)TTsmyb zDHw{{?IwRxBMA5^UDQfV&>I<9W4nnTt+DULWLibAE&kQ&*%saAfcq!BH|FoUfhrd1 z_2Z}fkoZPU`sPG1iU$sF>M0q$_sv+*(+P_X+ zzyZDHGDmOi@W93$!Q9steep-onZ;wd!RTo>-=_UN4A?ytsHIZC5>mm$6CODGk!qdx;uJXZ3I7A(Tw=X&DoU%gozt{I2*L26d)cJCsEI+K( zS&*!K6M(lDB6RuZ9MHp0XNT|&9h~N6x`yt%f_L`IJj{kU{S{I zy$6nss;W61^1-iDu3z&4gYmH4QQeXy0?IVj9ek`p!p}laIJ=BuF#q$)tFA{eIQI;B z3vLpyzI6S!Qa3+*UXT^6s^pKEUvyr+AGwM4+O%8l10gsvFg~EPg^2t0#kS2Dknw7l zrt^lJ7}OIry?bUd4lR3Qd|2lb@JPi2)roNu8p^Ua=nMv9YzgtruFwE%9nG|0DZGgT zYym6Bmx54VM=ss)JOQ)#(_M39BT@V@sb#g0j3yTz9-5eo!Bp>$|Mhjo;oByQM`|mP zxVeM-biIEFlFpfJkjeCm#FGh| z;<3WcTBixA*h(eIxkXWsi|0j6(ku}z=$PD%C@jW;tW${Ofv@k#Qua?`NkVxptGZX9NuYm8`q9Eg;f;?V1t z$D2}%1Pu5=P`5Cq;%AB2q2G;ke4ZDbIaSZVMH=bV=2<4{_dJ{C+s(w#6wi|n)aiK3 zhG|)~k&2==I&4XWiOBzkQ*+;XD%$+oVs&B@4bP1g9Nfs2gegILwhx?T;8aJo*w!6P zB!n@q9;-~ojyIY2xqWF^#1(752=VB>r29bQW*pv)%^G8`ip9Z8L;1H&;xT)9Tvl`s z6%W{5u(Fb%VULWhxImv`a!W#4%Gn4JGFSUeg-9$OjkHb&v#>-JM2 z52JAIdz+)PMGTr9``|$9i^ZDH777u(iTF0^{=>b}Gz@+uwQu+v6{CmUmk)?j@Tkcg zb!)^R6}3uMgL?nX-@tkr>%)Du{YLD|Ed z?>rC3<9zhu+xRRhrfQUv7u@K0kt*Y;rOd#Yg9oe2RhT#(ujFm2%tU@2-*TrvYxOJV zC6?_Gi{;hpc2#%9pqtJ&>G8EZdkk-!6}TRYK5o0!4iqLJe`woA%Q-4)Y}RR8Qp*QQKAfmR!^!NOt8>^DvuROsZvD9x`v=_&ht2ja#&y`*pBqAKk&AarspBOYb~n)K^bcndjrhZBl!hpXH;n zTS@}QbODaCOLDO27ND}RVl&I@JZyPrR$b(phuzv++Li7n)j_cz6OIO7^|2e}ZVr-Zo}n2%8k z!9_vx`M9~bNzr9C5AV%Ck;!7s$NmqW${zUSqmPT|g5=YDye}#&>3yOAKNXo1SF;On zK*YiF!SOgM8(Gd~*ne&?e7{qKX1{PIvfAV9=cJRhYyo!5zY z<)fZUj9}g49JG5&Qt$tnfnR?wB<1eRK>5|?*z z{rw^n!;gzCyT8i9+}>PYADtY`xXS7D_f#(0dCta2tk1@41cvkSom33*SuMwrWCV{Z z+BYGUl6p`pu$%fy|gRP4QBxWn8p0gruqv+Q#{5v9I8SuAa( z;8zEL(E9OfO@gosLv;X$S)?8dXv&*7TU?KYz`RJ2BYtxPj!g zBN|T*CFR}P6OBdh`O|5~C^)wGIy8hBkK=b=uiCRxG4JCCfj3+<4D1+jTiHWLhnIU+ zM4rds6Z3DS<;?_qy622uqDDC0el5P-cP~BimzRL0W!L4Om=e*5Qb%6gPF~Y* z-l}JP(Ri<;`8ao4EWYMioc?@?f|t{DhxRgqk*buxIEi#E2!E#KoSX3cDn zYI(2br?>-Z43B$cZ1u$H^yUXu+P-*wM&6Yq5rh_>rAr_<9G$m&|IxM~qF<hzttA4JU5(L$M1%IHyV_) zPx_+i(Xu0nn}e|6rsm4h%W(YtW5~&g%@bL6AFgKFY{CzJ&YEeg7(j1=%7E4d8#uuc z&=L_~0$O4xPWg99LUWE~awLxtW`LG87LG z^2)U;EwESk0IYJ^3(xClcpM@m)8EVS6B-AxNSi!*z(R4mp_b_hu=GA z5eVg+=F1y@1%aI0*E(sLKrr%W(zo*YKy>S$jj~A|pnf?`dFGNWj6qZeceoMoh*|Xv z`YM4-nS{-{EVN{UebG71gP9~tkNhk4(@k8;Mh441EVd0Gl`vKu>4o=f3=(l?`;JFOIE{Sk8@>F+a@BM zGvVGk+z}7aA~ung`gFKaT=w;oL=t#Kg|R=2N`h0@fB9zh(Shf^MDykkG^jn>CY#en zh0`qhqFdf1fJLRuhuA}LP$lPa{w;qDT=7>?Tdk(TlYfepT$2pQU*gQlQDlO~=g`H* zDJE2e?e-{AVnTPy{qZG{WRT{``4jPp4ld8z_Ok7#!JB;_$R*DbAeJ(-Lv(y?FLmzS z)!#&gEWJ-d*Do^Q{EieUFA4+XRTH!h+$$%ew$#)ih(BQHJqxtZGMDYHv zROg6xEIfO!`0%@96fhs!Ud-A}gyMeH-l*C**j}r=@z?|nc73mu3o)d_t8$Ac115C% zkD1%`{VWZ(zrNPGha(Z>Lo189L}KBmT=!s02N}dV)nHl} z2{kSS+k`FRA-zpgZMcLAM(ucN{WThVa2p}E3(=sr@HLT|ng}IY1@8)e#zDB`Q_9Bq z7?^DTX(cd01~<~D2;RRDKx8=mE2Tw11tHU@aD6-syqUiwn?i#@Rw26aW;&>c@jfZw zpo4al-`VndD)bxA3~LbML0E4x|4?cSh!o2yic`tpt}hYax0df+txfYLWLO&%R z775QItc4Hz5a6ALc(e4UC>WeE4iXNh!nLELDYvfE!8dK*?&-lKa7y-nZt0fcUS3hO4 z!Aq}h=+$Bt5LEU&h!@I)KL>Pl^wZOT7+zqYGtLCXzU{hq_>)1qTvuLAg$X8!x>?M$ zbogxU=c%?o3u4SVKPi99gxz_DA6dCGq1SuT>EZfxC@)*y)UuiaX1Xmhmm-qE-CNDu zS}h6ASQ4}?*=dlK^8L#190sT@rsnH>O@+sI1s!jWq=AA~^6|;ebkG>yE%qZ}%}(bd zns!kdckFdXH|k|@lCE)SI;h3O=CmV9L1|0@l~ zg??1nbkpGR*>xg^?3pkqy>+!PIu!&s44us!Q{j@^5&ro(CcHVnDqs=EfM>3*GviA% zxO4VZA6I@NWJY`+;rU2`NgK&AN-70x7gw)a_tN0-l%`0q5Chy(k2T-Bp9G#C?Se!3 zk|4r`7Po3ZgROE!Ov}-D;7L6RZ&zaA1lNi%IhO=AG@*?qTtvvw)k|Z3jRk>jix+Wa zRG4}2a(HGv6~v2f)HWYU1f}GOtOvqzFy6F$IixlU`1l14Jx)Zz?%f~F@79LHO-~tC zC;vdOXWeb zky#l56d~WSmfm1!%}}#34)=y>zLb?N*)VW7(2{twrUM2}dm;!Pk+5%-*kbuR0%oPm zgTl{*gT}Wa)4Da?=#(i+pWtx?yOYAQBOk8-&qr44cB%u^Y%nl2-xL5Fu0Q7FeG&k9 z@%KW=B2-b(;h@s)D7dm9KsLvlTQ}j*s_TLy-<@H92na*}EbE0mOPWMy;6rMPyewTQu~m#+TT589&6;D-*K zC?Aw6>eO6r48iSuALM=Y12KC?+1u(HQGuykle+t&z$eNTp`DA-jHwRiA)AcDaombxaSz*3pio@}UUa zXy102)q{+IZ67L$B?NrU^to8baueg`-@loy@x#Tj>HZ>S0FJ0u9tyn>f&r6C44-vG zWb9muJf1*C&35lOjc*i`5Sg$(9-DxI)uiN-yNP&uV4tQ?PZUlT$;_6?6S0qaiZ;y> ziLEyMY|rc?@x=DY@7Ww=ymIu)fPrBQ>R#tsa`%bHEk;$lH-1XQ$oYZnQ6>#-vmYI# z1}36LgH8Sh-)MZweQc9LED4Dsmsg6TNw_P1JjiW?zE5tJLJXR` zAEe*;9fAB4LQjU`BQWs5E3ybB0%x{&?BSA&#J#mqZ%*(=VLScaK5ugh2J48uZZ3?+ zr2AAw#S$t8Is4Bw%Ex09>+gr8KV&2)L~O2YAYmS%_-$`335S$5BAdUh;kD#B^Ziu} zCN`)ysf)#9xgJUP)G;b*ZYg3puDG^Of04|+olZpq<0P-txM-|k&AycVlZa9;)D>uP zL^P=>agAOg;-(L^H+a@~w@Q4TOL`Q8p({L(Uv7*?oj;@y(taws2ZgcEt5>o$KVIM*!m1V;@Vz)*4l6lw>t0n?_EbCQ1#h4*6bl7>W+<0T1iK(?XiXq zw|yxnt5kDHxhWn!A4zL>@1Y@?RjA{;7#)9ptvIB&ISz^3@3>?0$k-W^yz0yng_@FK z7l*!(k;Hm2PJS(}9BSlC#+7&sQZn1f{*sDD1HW{dXmnKN(45&-&A_-a={ny>biB{9 zZKf(b5e-|TzFR6M;$@Za)yeKee69a)cMB^G+p0#3wk*=ITQQT`aUmINS$uPhxl?eO zvqfJ|ISo~XZ(MD0O+y!P*M$kYWMmeX7jd=FaoT>%bmBfb{to~E|NjhEc{tQv6qZ61 zm8C2tB#|W|^(BriWrPQNwJ*fonx^vryZobJ&qL~~c$k5A7=zoy2%waewAjVpU4e&^(& zid#Q7E4Ij}M(gko>B2mOz4!iEIXMf-rJhs^e3F5}erwI2*i1*8e_ccCIWiF8^(`mi zuncsnR^_QfGYR=+d9iS=W+MC2JGM7ivXRx({UsGUbI^+ys*ifSvygd|-uO^+8v4k3 zUTu;y1q}`b_R9|>qozYP!yo#SQA1R%)eCJR;(KD|(bANLHU~?R+5Tl9`3~1tM~X60 zo&K?&sh7 z_nC1b;;C7-lSg6Vbp}7DX*F4gI*0 zc$PYyfewW~bvrF&6OKV@3^DzjQ zn0)11G!DVNi{>Lw2uMs)EiHwSiaHcOjgo^hP&xa(o3{co(Bny;3QZFNdi#stEA40! z`fC2Ym{G}G&A z>lc%Q7EQ+a&tK0&#(mS4&M6c$t|8d_VX*+E8Po{u7|ln7|BN|2U2+jgVVfW;E*m*> zoV@p(KLfEZ8D@H zWMw|nB^q0TZvSOdmZ>X75BI$xJU&=}`qm}R&k0hHfclehK5h!SM}H*b{DguUl5RXa z!CQb{a~uxwXf8z37Y~!>n~PCR(lhKYKPno3km)^ZQi@8R{1j`pr=gJaplk1+Q_+W7 zO*%9hTcwZTYhl#d2)pS(>Dw zmoHD8ZQH(U9;s%ao;Y^@lA3b#s7`d499w}_ZO^2P z@s^{aKm|wkHab%7HD9y#rz081QZ-Q=9os@?ER_uzw|T|NOA+5VaDSux@6mI+Y{MQjmm`@TzEW9t21;nA5|i8*sJd$LEJqvzNwE0}tgJFnC7t}Kp`;x7viy$ztyh7D z_6bhhW~)S(<};VpR4P%%e%y&(^>U;(kG=c&B^?E2^sP5Nq$4-Jvo~g$@lK*9iuvx#Q)1EK4iyM*-EPCHS&r}-Qj0P6bad^*)X-m# zGGr}XQq+I83~87&5n9d5&}q7E_{)1`=$*9BzEk0JbXRtjnj*50*WSu4xRjyM#_uyH;`S>aNt!3Na5<3?Z@6`1 z;L|)*a$msmP+lHt5Af&Ebta?pYTHlfuTszl_l3i4QcOKa?DG1AFGOeLg^VNTiqO^C zQanGl1kFv4D?g6RN2J;p3wXC&lv1>AEH9daZsRBamcGtLoGpgbm1J- z>dMfM*p-X;Id0j>Z|0(}l;=9Jsd?y}G4+AREE$#G@jOox&O;>5k9Pt?GZCA2GnPcbg_gPEvR@Xb=AH4&9gDN1hHD4lfhqkn7Z) zk!a&%xxl(~95QSA`A@e5s{M^CQmgEsKxlB$_vV#as%g)*h#a8 z7gY{`=F(+!%Jc+exGT8YMXRB?n>pXU;cb!NrN1te8h1pf{j#jP-yeR3qg;3 zY>w<#_D5p7IEOx)ilUb75<}z`2Z%ekziv>`1wv-5Dp;gkV8NJMLwUgz1O=U>Kle$X zCY@RL=X2JmU6N60@9cpzi5{Bxk35i&@Up!k)e~e|q(`I8{2(m8|E!9vKlp{#8sY!* zhV-854~^_DK)Wj^`11XE;McJ17K+eEqO*a=BqvE4Ruhd78x?HjrpnhgK7unuIWr$EvD@`*Z38vN2b z@vB256@025?XDRiz}$glf|eK_rZwLuMtEaE_&AR|<6!~>^T~W);EIDiCtYIthZ8}f z|MIzIavB_3+&ZWAnFQ*JAGa%|WP-wlz(j0UCa65m9dNxx0`!5Zobe(ZER0Tx?yw+& zTb`N|%OoCrFFzqq{=q<3lSV_zCjx@4g;Iu-{+KUbAI z8AKp6j(dq`l3++PfZh2S337kDj#cg_!Ocp(sJ^=yuo$rI*~2fX5T(3tJC_FmxQ!hD ziOwg%{j*K7v6G2l!nY+z97u!%by1AA;B+91yIC5zXMuC-DJzR}+3@YX=_CJ}*|1f4 z1?TfM3utF^`?Cm{FyNz8ZE%7Fuee@TPpPHDir1L}!UhpYP3#mozAV_ZW^@-^%Y`F~ zUuAI_xj--x=r2;qgPD-6JeqzkSkKCKDKuuo#Rpa27DThaQB_>LyORVaOF53L>^V@e zaqjA^PBNSm+@tZ;y^C3qgE1CU11;|9F$Dho}FnZqu^I|C%c0^UNS{}`T zk3pT%Tl>=AnHt%eIk_oQfJ(ZZ#IpC$hQZFf<4^16h z9}PzeVP+u($CiZu$L@N2R5e(QYjABlVw7({{G+BJM&Kpt?E zl=FP7&Vydhy)X916u?vI*}JC3Mc`}1m2l-|)d zc`$rw+^-#%2PBS0mDqQ=&?oR*{isk5NE9z}OIK$C=K3$r!iEf3#^s%6F;9b`mVTYp zr%W9fP%Ry6BEek68-Z_(~+n(1w!4luACd|4nVaaEJnm7QfEx z*ycfUhco*F?p%PK-%_{MvLUinWoCDH7UZOpHK7^&X z^{A^e|9dO!|NJ5qT6NlmG#^kwh|3~QT$2j1vivQtL`tB~|3;#YU0#=ft(yHp^a zd1c5sQw-`n;WI^Jh2UZOH0%jEA2h_C-3_HM`+!Yc+1{QC1#MSOPJ7W{+nTY~rz9F2 zHP#DgE1|*7BwcGmNgC|D&3{tQrxd~x7xw)uphB^dL%c|C3Ea^P5PF|Y1-0QrIkW$0 z5H3I3tT$T*$DYYvIdzl{-zTptdwnZ|Ki8JR_nj^Sj+Ed3c=ymCA=}#fEn6wnYl-EM zJ4!(L6@C5|Hw|LEJ?r~EmqDZQXzzA$Iy{v#p2)DJ10w6(GUj2x>-@ZOluHM>JxcB- z-eqtkyPWm73k?odH@j=-(I9GCsRO32yb z=JzsCi9Iws)J=mEnnUSUMWwK*m!XuZPKCb}e?3pdm%>Kn)xMmtGAQ*I=i8}I2i^oZ zyBCNKIDg;%pb0u8yj#9YJ5PtVX=YBYb!DKWP!sd|9SuajT&_B`SPG7URW)hMIv!#2fBj5v;Ruz1$!WqyVM9%y>~*Ml&-swyoxI+4z0o3Ad~$3uv6KoK z7U2(8FjUY!%lhmEjS5LNe;nQ!Qh|Ja_r=|*#V{nU>(P!W1SR$CzI3Kejyw|%@N}fW zaGT4f^HdQGTsA!UtD6e5BGc{9HmP8@e?q_J5f$o7HC|3d1F!8~u^6 zQCn+6 zaR{?5P@u#<+0rp955%KCBv-^TeS#u+p-wvsZvXn-ZPZSJ>L#|2xwDDie~_dKK6i8DM$ItbzYdDhxRf^|6U2 zgN>1v`0x%K@XQ)S&VR}Pn*TjPtX~%JbFp%Aeb0n;6ItKCluT$n8I}^o^!2$DEU*1- zQ(@spjp2imWH2?FEVlH;0$<10%Ip3(cok^glD#7Wh~7f-Dxz4Bb|!8&Wg&vIYdYm^ zYbspDR?t0nrNiXBu)=0%Diq_LN4gOKzKT55`y-Es^23TRJruDJl$|}Sd@2Fjxi$nR zi=!b}De_SjBLO5#8+@fJQ-IDr<|vYy4q;7P^?Q6Wfa=Z0?#q$^9D{Qsqi<88^Yec6 z@(ls1X-Y;`|B~RPPs{wyoJ80>A$L@EBpNzfc;%DKv7mXH@@}j*1U%W)8(V&BR+5e^0YJH33eBH=>Y z3AT259Juq{|FUI8gc?bb@bNz8-1pQXV&WPRhE#e7PCFz+t^bANBEPX<^xzarWLg3| zFWe=2Bq|#048FQ@a|J_^M_-luFAtdcujaj;W-J6x-8(FaaKL}SB+=N4M(4bpU_8vONAFXQjD(h^nt0z=K|r3k#G+d456Whajn|yw!Bt7o^t&Y%^tcvF zzQ$nTot>xW$}k4hr%yjrD~Jc;5MgfeU?fbrXFA+5^#@z&mC-qCXV7%CsJ$6{0``Ur zgg&z{LBrh&8%YkHAopWeXro;OELR7%pX84M6~0HTcF&^WA3o?U$vXlLxgzsV7DmM?wfYTfKU8 zEG!nSf8p4OgI$sA8F#U9kY!!%8%m0XmG<(%et`&Bs+rUMl@kIvXE+u+9Q;9#ub*A! zycQ5&qCxi>K_P0Z&(}&W^)^!!3e!aybrW zTUKAmE#kqa|D<|uSlG{t*}KCi34{;4VJTiepKJ3{lW^U*=8mSUo}ycg0Z!F>P?6_YrAdzO*90sHS+%HNC2@0 zVaqZu4E!tGp`)#w2r}}DGTOJ|K*D>seIF?T0w?ye&AbVOt|xr5UUN4g=(oO8c7X{f zrj+hAI%kBa?nC;KICXTNQ5NmA7zi=?o~5hpaquo^wMvr`59QR_zZ523_Y4HkPK9_l zKS{N}AQl7E-?5}=o^W9CjGOz!5(EW5YHLN(JpgmdtL=i34eWj{GvgNF2>ACD+&Sj= znXT8Rf~7H#A*8wg#v~SwhX1!;j#-br!S}`7C>Ri4JNL&$B_8aiMBhusM8VK#@z1i3 zU^q>=a;b;U2O8&d`enL3fa0`bWOFzcHu3ZS9n!=AUHibYtS$yR{pOuEE;8R~mMG@B z5)W^)_P%!Kjf4cTrRKcq0MHyi=Vxbl6ZTf|yNi|pREC~0(w_APvHQb=x`DBvCaN3J z<`WNBZnYinyq^I6tcMg|2gU=fsNhTHMikV}F73eH2nHXai#Cl{y}>P`E#C8y19(*q zh1H%g1CGs!pVy8>0#}*gh3PhCzsz91X}w4S;_C>(?>u-g5)u2+OU6NbTByuCD;5f` zowzvbmjDADONK$SF%W;T->&;l7_^P;4NFuBfJYjh;vd5z;if*zcYX{GB+do~bU36y z5KVPPuZjp_Ilo*nHAHy&mU?|LnE-LR^Tt_39E`ahjA0lgf>1nXPv}4_*zxu~_rDej z+t=b9r1poyN_5x)_6ru)BJFlvqY;35aHUJ-Knlp+>M&1kVET{{Z@p?e4(yGNJF+-3Y12gE4hC>wDcx!ZHqMVsDP^S_lWesB#%c`v73wA=W;5 z#T9x5*8g58z6_0awgQ+MM|fXHII8$H7L>YE81?N*5KyOuF8bnON@Vu;5 z36z+81H1Qh?JG#(Mi>pw=mFLH6hKbf`QQ4IpZ4lM95bY z_!-C-2b>w9vbDcM;92Xz$h@CE;5QZAYfrI*%TG@p*!0qZD2m6&4em^^DnB%;z&!6b+NM`(o&kL?S8&z5X`ue=TYv^{3e5G?Rn0N|kcV7J z6s^XELy4 zPFp%J1=7?8om;p+C5I?JEg{TQyk97+HX%6!o>S*`Ugf zsTmrvw9#1e?$O)fWnr;3M=_jenDmGSUD z00030{|r}mJk@U$wxf(vq>@xBMYM#Br?Q($KWz!wWEGJuEBkU?*WJTNHX-S&rL1;B zibzvdk|O=?U*~iF_`dJ=Jm)#jdEWb94m3!u$Us%VqR-vNWXSsPg#-G@sAiNMFg=hB z!T9>=tL?H_s$Q$JK?~stV_374k+zcc}x;^cSPKS}xmUDIesc5y2D%9Vf zis|SVs_E~tp#STiH1}5ywu_jgj)>&KWBerZZBH&9^zM~?>yisC)wc%YZaEl_{_W|d zL_w-u3sHNNjK?bHQwJ!S_{?3sMc69?HlAJF1$Ja~M^YTGea^u{VO_&ibt)`XwKpC2 zpklc)`CXY>4&1x^t2X~5LtW$V%gi^KkZgUqP_8xuKE`H@pQJQ=@G4RC^-Y4i^MHDI zP&(8mKiu<>A!FFX;B~4b1$D~2b+b|wG%Ag_zNThFee0HT^@U{YJGoD1^hhRnOP(2e zQ8M5VE;1#nkdBKdnND(6DX?C*SSGqF5sij{$Le>Ju+LGo^unfWOnsvmNXSuOzt#N5 zmnsUjxYqL=1@}C<|MG3&>TK*Ro=$FmoQ1Q~Mt_d(U$^Dr<)XL0J%nl4Mf!KY!lger(R_52rvUF6+{$dM*@>CC4x{a?v}M z9UY*Ri;Blik9riS=-z((yy+1N9Ab~{=p~Vnn%9yz@iG%B9pfW+7n7i9w^pp_WI9ZV zcM9z9S!nk+7q3RJu14AVlO!8iLA5o*~!6QrSs}P{MqO_P;}ospM|8ud;NcE zv!G2~e)QrW1`Ld@o7g^P!f1{C?f5nhz8<_$t@4zI#Eeza`waOQbdMHpI?M-!x#Vud zLOwjl@*3H=e_ulN_a8P!@6VIlZ_h(_-rwzV zcljt*F7mkhmye?b8bgQf@v(M>!H?U-2fd`UQr?^geyogA`z0>6IZ%_n>T~dpKUqRL z%!X0;c=KFY9wfhi+uHSz4^jQR)e(>Q5OH|lY9yA2^YiWaPg3|uo>7+(p38xPhyw|ft=ut)l>_?ll_{2dUqc;==s4F)PHy5vQX#qJj}XidA4)72>a#YkW$Bis*&e~JC$q@5)YHU zh6-{8S<^omd|YFFKjx;Lk7mY^q?y=!l&fl_*t+JU+DrT8fw4UBH6l7%kq3*@apDV8 z1$b1S5z-U<_n#$udzRC=@KZGOx;KxD@KL8_%S-u)NRm<7=$VgOHp!HyiTP;nms5=K z&WG}jyN5sC&coH*&sE*Ed>A|b{{6n12a$~1?{X+y6#xEJx#}zjEnP+9M;q99axhB! zx+V`wGQCZ2seGh;W!Ow4^KnG#-L7&gK4bzSTyK(i(41T$=a;}mQ`EYBn=Cjub?@Qf z{o-t_)R%Nz62pX_bJk8L4?1pb{}a*i9~*XcTQ{td=VIDY^BM0R2SNI8E9+V~IK-zf zd<71cM-HoqtFf{DQ_|#j0k1!I+I&opVc?^xOaC$j8m!`V&lDY^g4WGi+O~~}rf*c^ zLz-+H*L-ZgH=2!?idP*Cez7scvOZwJX2axZ{+ZzgY^bDWn6Rt_^E8uSx88_}j?zJQ zqly@ zr&+jJE$6XnD+}Aqe`y9Y7|4#ik(1gNx7Rw!(xB+>5R!A8h3%CG-O1P4=vdG)utHGZ?DMe1k9#@rnT{&29cJT`ob;uR zV*>mgKUm#JWT8oBd1rmoLq^fD4|6PMnqy z5BtTW4kk5m5wTJ&u2qMNgR+g`O`ACwUHAH&!ajk19k1K-!i9z8No)HyI|e+2I@TD_ z8Th*2?X6}r8)DKY{}m2%ptoNBxyl3wLMH|cgzs<=XU-_6%(9^x(z3+1g$3Vx1r^3F zOqeP=XztOcV_21G{%ChDTxPZi!eF zv0=GiH%?v9m;2{g%SQ`YSfWp|oxg;MH&5YW_m>Xs;@g@(bZKy?e_ym+gbH=X@2kYb zC@`(nUs$_=h6lbbOHX$Q`q0^suyG9sVTz{S77sZP6F%kF+$GRc`M6%^(*k^d)*L(4 z#D>;BjgNtg*f=&kJF-@QpZ8v$+ut`aVV@qgS4vi(+fnDF+>G z1iDjD(7brFClC4M?_Ad^@F1Pk_MgZeF4D?cDH${lxUPNYN2=Lyvy|8RGsJ@Isr!ME zPE2^a&Rp0W#>Vc6Ed`?STvVNyL$_GUgNmP8^kO|84Ewgp+!Dmd)=!+QL@sjX>n&9j z^t0pZpu>S%f_aJBX5cEQZ%6Nya-DuA9HP4Hg(Fy~({9z@c$JG)qc*cwPV-SgKK{JD zijNqFo2mDn@$qVJUj=C;AF)1j6{Y=ns1u#EZ4lhArq=)C3zLHtZ?9#J++bs3?cCJ^ zZ32Gzc-Q|TaZo${c>gg+K6JbZEmCeC7$wQKD68|4+cCIW+%F%yY`7(7e&m74h^*Ki zn1^{?BS{~4e8}be*K<;ik1}C1shrh3xE0oI9q{L3cW=P@2lfB*W zAO|K~m8C|yd{oI-^*VC$Fv6kR>89pE<%fq%gk2tNUSxk@)(G~VZlv`eDi3cXnaOYL zxscs2$vJMq!Q80x&GQBQ$?G0#yE)2+pGDKmLK_|)>*sTdjrhRTUqTZ>e2`DB=$ zupp}Eeoq9C*G}m&BmO#*ckm3 z9=LnNCW-}nO21P!bG#!D%3ViujtKV44w5K|KG)56-8~TtwMl ziXRsE;k&;a{52Y=XyZtW4hrX>c)DiyvQ9E)PDpb$_-8`eaffZ|lXTpzH9qcNoq|b!qJ*9o{_pF!C;yEI}?!R~C3Q;LtbHD*Dp?N_~(R3@UT&hn>iGO#Bt<8>)J z4YslFN0V7eD0*~2k@7DQ1>~7}!Z!nE7kCo|eVI_#TKDI}y-egAEVCD$mx=2KwY8@# zGjMd(Kw^hmDzq(>m;-88VPTu)F*PR^5oWKGPJfI5tGLj9;CU3v>KC=~y{;lh_}7g>=zobo@1f$C#uf?C2`e>zW`7mN z+u!ZH!Arv6vHPY2`bjuHTG%>ZnE?4V^=pnJS1{xt_hgY+G=7@oFY`Yej!)hVYlwxH zF-!tK-8mK#S2D-S=3RxsjPCNF{6su$Jr}0>CIOl1U$f0qVllCNfF$f61*64UF7n?( zP`%l3)>hLGdxoxfZs>N0O8!^t@y>9>s!H9InkTr=ZIUX}7=s-LXLeW0#9%u~kFQi2 ziGomxm*s;&5HqcQSN_oln(8;FELYoOCw=)!q3`O%Fb4d2c<*7Xg#UWWO{xppP8EU46qGX;tYl z$#(mRm`YYNP2nuTl3vnzjCYsV^#!1V`? z;`JvlW2z`IdVbbL2yL`2wmIny&2Np&{U01KdTiR^h>Zn=7BtLluiQuIQ4ar&O!CI6 zv5qxU^MWz{>)Q0qyCG8$$v8cKWA*(^qoyJ zISnCq+NSXD+X=li?Y5oAoe1R|QMscBeTlYG&l&@>OGJ~K`zwMTL0nJ!^I+$=FCo-J zFcMn#5JHwOKYI<0-;Qwf{3fES523vmTeVhe5Z2+F-$DKaVLg#>SN5kHG3AgWTJ+C{ zD4TTEGG|^Ss-#t}%SnY2pY1h1^@?92>}PW;#B6Pd0i_;QL?;!6Yt`ir-H3?d%ccnT#w_9Pl# zjwm{v*iHzo@2}}DSOB51Juwei3Q)~-n0c0GPBaeB4u;NkA_^iH({1OBnz=4iQ4)NvZvmJ5D_f1G2dt}V&^=SpGC`EiP~F+F=ywy5y#lgXO`D^6G^5+ z?cKu{i35!`5}qOvMEs7>$i*r##K&2);0HPJM5kR~%6E$-qH`VVa`};H;=1?!u`uUQ zLT`|IQpGBqP^PrI-bo23?n;@kHOiw1+1w_-s~h8p%=MhDs?tfs&NYMe>+;ixj(In@ z$%-Vx)W^R!sX3L%JSB0SW}iUB6go3od*TU6tMBc>L_DE1lxK8PCz0Si5zWhEClk~g zy{@jy(h0RwFC2!1NW`8XzI&c!7Ll~iH8+!!MX&;$euS;aAdVb*s4%-GjnF&%@AS#2 zG{SwCq11Fy8sWU8*XH+ZIx)ItdYxkhiFlWzkaf}_i+Ds&oLJ+VP1wsM&+?66uUAzOW<_mX`UK`t;eJCl}8eBD&pj+7ii zWzmBkyX0IV;`E%me{a)?=i96oU)#(i@>bN>N_kR=+cNX>^lGvR>A&=UEhX6mb)R{y^Nx`CN8y2DA z*TCJP!6w|@g#$KhU=m6m6YW`xsRS)){iyDnY(lw@cHqJ!nb2%GcGt(BOpK{?FbV6+J)lEM( zq!WJaLqW5yX@srEdD&yn(}@1$9@=5i41zOYE8(F-BGxWQyS z?5qdK#B=k}t>L32V(M0WNAj{1!ur;Rw;P-jh*+tV`?K@oh_Ii&A(2O7i4N@;N$N}- zvD3MP{B2<(VY%Rksy91{Ae$-tlpjnXrp4~N4)W88CJmJa8?|(zf7LPVn$}oCDK0Sm zUO*UO{hW4NDL9y@t;_ON(hekC4<@!#>H~=*j(;`JF1<{&6zd7rP6W{?+h;x%7e$2G zMS7kOh#>+l?5?1Fxk8k^zBO9oc#(Ko)_0I8??~9cmRvYa*3!7iZ&HxI}xg}9VS~o9zmIj zkH-T8C-hAQ+7&9h;Z};Wrl+(UtVzKSC0b5EsMcogV~iR1Rcc(jve%lhR&%{Zzu`!P z9ljLVZt6==X2(`7oj6T|sZ96?Wq6_StxNpsdqLB>Jv&{Vc#kW^ruq-M0gLyP^wmFCdhDYMV;X^O_3X@Tyrr(z?MFKhSTHsQnOvv03 zdBGOVf{nPaTx3Kh{Em*f@K=+dva)XDH@yr1%s>F3zXG*ZWmzYadK5uIn_A1<{E1Xx7;rY!b^U_kW&)shge0vrVWd zyYHBz|1t-n`!2|j#!%4W@BDe;Lo#?fth(RL&B7uBXC-ZG66BBS9NHkBfvyG4EqxVP zSX!$8%CU|L9m`VFoAYQ`k)59Px|#;H=l1Vi!f05V;dRw~V=mqiwC*X-9CW1EfpU ze2i(CaXH37(!Ha<(i~af@eXdL2;Q-JN%ZY?g7`{j_n?X_3kmA1UHcv}V6XVlzuk}y zdhNQ0*1@@$`)zM4yDkTlLwdp2w@{Fgk-4Wln2vni*UE5Zp_a9&QqqkDTZvOumttAC zUmDgPufW1OsmAw`S`0`k9n^jLCl~V{oLQwSLPbWAk4xY@3eL?|JHBWjBZf22Z@DlH zRY?my5*{$|I_|$$kDHh{dO^rwGXXQU2jIkT{cRS?=-#=@4ht$v~1EJzNP*tTt|^BQ)eJ+SGtZ6n~o*c=K_}cv7xR>@x83XMJcyrQKz;HGQ#oZDS&l*#EtICZm; z$Z5{KY{Y~Ac)fyr7av{zl>dyU_&7E5V&}KFe55}x@z|%pN0?E#`IT-i)DBiFkT@Jn zy?(YtEP;*G-;v_x+gYgW-XbdUh>p=adQzk+HZra0zy5H!2rm2`%UH@oe8Kg`hqgRG z#YLrEhzGSJ(_^MH9Mo@cl&XKj#^_Mk##LP`+`Kti`^=Du&ddE36ai1FJCwu+kJI4i zkjvc8W5d(sT%%4g7fYX*Qva&*@HJV%VXJy;!TfU(`7+J{JBD{6$AB>B_Dz>=OQnaTy8u_!;Mqp zeQq@@Y}Ah0Z=KJEY_dKSRAtM@TV-SeMQ~q_aA`gZ;$@C{t(q*zzCELne1VBF&X!vi7wM3{_n&F;SHZl} z3M~`tsR-ZiHSO<0L4VrrbXTQpJSk7yuwWh?E9ZyUE~{Z;!as7{A)JX*5dkHyBA7VS z-J(%+j)BU4HR%dh8rZ>W^XPe0tYy5qvb{twUtH^rdX{8J?3s9DW=MraxJd-_Asr;u zI7=@P2ACcTR=bNapfYFV%AHI)LW`R@RqJxGw&AIBM*{`cf&XrPXd>gtvf{o5sVs<{ z-N&d-pn%uWe|$QUhQ!iji?W4i8-rhhmj*83v z{E5|#6ud3Fd3w>tY?OTu=v8XTf=tk>Yj<|hU{T+~2|de#wf?`h*BvZ`YzshiR`)^KLhL;cyqOV0k@V0?ZjO&r$TelQF1EPafk)q zTaa;I$;EK%N)>%?0qw2E|`?a3?zF+K>*dcv_k7y-Yi)kbuyNec>Th#Etzc+p` zvVaSAivpQ)jRVWqhen0^*hpGS|M9Mah3__{3$#{n;h^>?{C2Y7yUJHOSHkL`*ZS$S z>FqlBWK^8})LnkPG!EPYCev@RNCA zZgp@by<)I~`EZeHlX{ZC!~BkQ#dHTQjQrzvO9yhG6gD-OdxZxjouanAo^_aO==h;i zT?fjC6?JA)n zKH4|$*yzF(oKxoK>hP=%DoY&|fE?wyqvi)$6A>udj#yFKPdIp>HR{zQ5px^kHYF88++`_Q-4H+!B*;%d_ zabaRZQ=v@dMh2)ozkYX*)FM~GEx~emHRw`4$=Vm_(A9tRZ_^DX+D3L>R>^1K%s~mq z)G!vbmx-omj51N+r%TuAV_;G0E8D%IOngEBhQ-nv{~*up?SlcA}NDifMEVaie;8Hj5>es*9P1EJf( z6}*?zaVOIKkGOjcWJtd|$F-`EyemgyuW1ElKF@g5I?K?0VSwi|SdC4LeeZHD=tx;} zt@D!(9TumHyE4S+7!`l5>X2T8pTSSlqGhVk{OjCt`{r^)aQNE@yHeZ<6K{CgT8xON zhZa^iQPHtjl|ei%#i^73`aZ{1qMv+I>TFmg+^*?e5YEo)OMoYW(z}d7S{5o@dyBL`U z8@-@cG*=p4w`q9=ZK9!(7ByDZTnq-u`oRrPDi&x=H=o^A2%GmdsWi7-SeCr4k*Lgu zx2}?OkM5vC-sh}`ltUqC8jX@n+dOPhwr?xHl8rfow&BRrnOH1seK*0c5LLko6Gnbe zA(TjpaVVprq<)^4S0oinDF1>FETGI$k?=%eALs8#I(9eG+_r=! zqkiZ)=03#Z#$Xwf6_<^XpQPZUOI%ulz~8}b+nj;xrp-FFD|kq z7hbNhRZNjw6kAiY9lgkSZat!^%+AC^uaj=lDXB=_J2QN-ECF!|SER1^9*3h)g_%=Q zIJmQcce=l&g5EruQnZu|k)|J;)_GcQV>+S`@M9UVq&5{@{9N8lIvLIO@oouKxkxwI{DS%{ z54i(d9TKDS;98$^H8F<_rotByp?jJ5+kdZ;)SB4 znW$7PsV42oMGw{Or1I+=B$(f*51z__!^D@rtCo@=YHFpZKADa`tOMUCekNi3*~Cax z?FqbXf2D4JDg;{Exlh+rMnSP^(LYJObWE3h_nQ5lh0!2i!+rhP82{*6!Ty(p(EF3A z;&K_7Ap+m01*G83jH>uJ;t@ZzI4JT}6x6(Xe69@zK<(6IqG|L2%)J$QsAeAt{cYm` zig{_+>+-IrQZy6lODVth+hl>Yw!p1jA`^C(CjW$Lq(Rtzjp2Al5~lVx7OdYEi@5W; zDWsueh_Ai&>t(G!tj>0xS?K48?p4KByTy*fA4K|+?ACvGKM4j73r=rMA>-|i z^u&uV$>=tiuc@F-0zV`<>dNB`EPppi+4(gUl-H%x-mjA3-`Xqpamz_4{`8JKRU3t1 zb~|_Dk5qJzQG#xc3Htp&e96PyT<}#YxAphu;r9H0r$#Bcc;XhOQJ6r+8CGeF^rkG- z28%sgxg-sP`>?5umk8f|6IOn#<9PIfcu`AA!pCi_?2{AOxY{ORRT+{4!&)zoP(ij{gWb9In8p@p}np8V_cRX zU)68N_9n(bT2eg8<4Yv2t}v*YHaH6Y>j&I*#)nX`YVy7Ko)`q$8YaZPPJ`!`qh^(Y z`SZ3Hl{zDyjXO;`1G2m<{9ZMF&}>r%vWj{n4(?7x=*8jfpR1Ele0_(QyGSgS(>vt7 zVz)DW{1u;?o~J_oYG>|}4M|v7;_FWPnvNP;q4AdEg1($J?);{dj}P`D zBej%#L~jaf4?U2FAHOEpu763WIJQuIqp5(m{32Tv6jHJJzV`0op?HM)$U9eLWxE=TC@0Z(eD3k|k%gcmsCM4+im78^BWT5Dl z?$IZ{DLAj*9@<8U!|_2Cqx;LUaXBtJb+=jpwyew2O$#nWV(^Ogn#H;n@NR| zpm%PVlxv*<)$8$#bW2iDR+-( zPci5h-x|BZC>`Ha?sYv8@S&Z$cdC+bHco2Hzq{j3CVCaR_GPA}p;`0RPaZ!Bspn5C zT(ms_SzG-WEA?>f_+Q81Zy8URTsL`WD87lXD^YA({U8+iMdlx$D5v18>aNzQ$aJi0 z-Tfd>pmUW^$Hm_ZuxTPF^1}8sl=+T-Jh34KO{t9ho8)*nYgrY&>5fMJ&vR1J+ryFl zJGvvaz#qwvHtucbMdMArc;VER4484{RHWKSXpX1951AuFN_eB!RiPXl3|6sct;z;& zPX?v*rh{wUw@fxI1={;!%?;0;gzT+EL$84d6h{VK(f<*Ms??9(oU&vX)mRJ13gWWy zFKFE*;8X3FSrR&b(s1FfyzQ%J$!K3J{)@ak7X9?ZtC7pXpcVEbPG#Q_B(G{+laRiR z;JfSe`z`e)wB{;|2F#Db#wkFQwkaOPdQD!I0)F|zkA7OEmW;3O?j$CQB|zI^seO1x zG(L6vJQDE_h3t^|<&H2fvV_De@5LX8T_e^kr1r}ko$iBuVnWLoM<#pVo@T{{Va>;r5FhQ>hC2U z1&1Lt<)?nGc&2T`W$17|Dvw&yEpv`6-fhiZvl*(yTpkTaFNtp6su+-AshrTQA%$ zeuxNMYh}j#5I~5&r)uQ=iX!Nob*(9%5(uHGgd=goX#`(Y)lI^CRW_=)-SC)L3FF%^-QpjCmJ=I#fRrhp?$E}6vqKAr(fanBN39e>>n|LsEk%UzOtQ*g7>x*g z@<2o?sfcKAtyWa~Tu6lK<=@R}E+j;w-S=mUQ3zGt)?6BFcL8*40gy z5K_~o-)(0~iQJeRH^

;-;(X?KyTO@u^*VDo3@HU?1bf@B36lP%qY>)zv5>dN$uM zjjp5;`xKY$joea1te$xG?F``DsT-V`eEaE|&c1_}4OG zE&oJp;{6hWE^2qdKa@*^k8N}U zHJ@nO@K#8|rjSr=+#!B$FNKJjmRvtKL?wE@+<7{nUP%00VWny0Pa@ooz1l;T$RdO^ zAF*X$XAo@uwxNJNXsqm(J#JVNN;EXiD{koYcb&)!}ysK*gG#|MHu z-YOdZxwasekd^=CEu@o4XuVre`!^_qFi8^$uGpDQxb>v3)$7e5=)wxF&r`CAM;^P@ zXAF@E3wp_T%a%MMj!PP?*i=X?nQFQ^vyDQ~^q8l|9CHZC%b#^l{74~!SANrXc0EaC z*Q;+mq!>#m$~!(*n2siw+)$^_z!b18jZVlvTo&#e5hZYt5L{P$pY3)WhOZhHui*&&^2Z9T3I6bmjA(58S6ne zQ8$&lV@2@I9nWRNdJ<auimXmM0h!0Fr!%9;h&@B7{9c-dtZP|T5sWnKd@7P* zcrOJy$CeL!IP!ue7EI7EZ4PBau*5nC@F@_tPEuGgWH$Zq@tp) zZKftY8G{kJ%_~$-;<;0(bg6YLD8DYYK5ru7?kFvw_=8~I5>?uzf0}{==OcK+prSZr zU|W3`1vCDJzwQY3I<9|^S)*wI9_FS*9J(ynUnUASD{mM0(9R=kS6s}(cuMvy(Q~=b z`&ha3$w4Yo>KokBy^64unyt7%xEN92tbX zp)XZ<9VHKrR}Wq~Z$!r47SfU);{u3(kC$*-Qj9@nkX+w%2~4(%f1ab#@Plr7D8Gn? z3r~iYM97xl#*Uztj=>^mK78D);YLN3Nz1RE@j|3u%2Jew$j43|`F}Olc___SGW}vv z44)GMQI;u#QpPS_s!bV84Hm`7WtPDw<8{$&V<`^&8lmI`(C{!NV}N;~7`lwE%pZ%2 zu)k%Cakmo%z6B@UEiM<~?i%6Hk#cnHX!hM>TnWPRU;AsK z5@R36-J-5k;ExwmzC5-Z9c7nqEc7qK;E|#Pv)!c_wO}3iJYE8g2(?vN|CJ%Aq+xO2 zP!;Z&5z8VYYw@XRQhDbl!G0fp-G;Z1j{m8CJm5mBh2OxG<)(ldM5tu$);d>>rB_^Y zD!x=g?U3OXwLg_;UaL8Oq=Sx<-y|VP4<;PP6AHo$nD8Nq6d&(k;(|`GZJ9I^Gx0+{ z-nI;+(~{$&Lg*l$zUNPVQ3KsoTmNo0sKJ)c^?mx+8EA`g`(@2xp{gwWzmqpu*ql4N zQlWzdos;=*#C2Ja+oeuBvWkghdcd24?F>6nzSY}jzV21+BRvQh+bSKM=S zF*(MB*7|4aBd=IU9P`RrA@1hlyU#-lT(bY;=t5`=_~`gH=k6%+Ndz-b@dV zGgfo3CoR>}>Hr%;sh)Macr5Tg=1>kjXX3Dir@BNZ0~4I7TCxKJ{2urJ2?^pVOn=Yq zHspYm!e6x{nuD+LmtPwjbD+%qT$I?v#_zXh#CoGx_^|czPem#dWD(!~B3B01IE1=A zH=`ro74gJ9CQfTJpS|#4BXezKU!4~lw1`bUGnWK$)ZXYKYp`*6$wh_Gl`Nc_mleHT zMsSYD!k6X$=rANK7T*`9LpFGOpcbbZ4%*LlC@9l$UbEd*@iY^mkDkqYQ^djmsZI1j zF$=jvi}cUCu@K}Wtg|Ri(1(cLZng&l?#d4gkE_#hWZ?y!3ile=SWsql=vAm4%W*DB zuEy8MrkCuC42Z6^3S7OBg#-9jOZH~rK}Uw^avv6U6`N^3ZDnF-_mrE}Wd>q&ib5BU z(BUXCoZ$SqR^Y^DtLZnYvFysi%}PJ$aG19_u<0rj=D)j#w7v`CJb8A=T9BVxW@d&q zlL>9n{v%@T4D58IT(~zzM~p@D+IN3yQSQ*HIBQ&km5O8C5@ZHwQx{1+GJ?D^x2T25 zvd~j9F}!jW3qEV#T%qMK;o>)~y!aRc)CA{*Kaq5Jxc)bwq*jY$A0D%Aq#CBL?k4GW zGhj6~c}BQ^C75@`7)1dFO8GP;Gzju*&}Br*u^{{*kGWt66RS#FY+mFr(All2wvkIm z@~6sEZ3(r=*HF%U9?ir+$|Ca=4jY5JuOC+1z=64;_R$kL95nkPJUO0&MaoZ}5Kr0A zuxm%i~}}lQmgrJ zUhR=`$fXWN+!SG_vvm-&XWIJ})#1Mf-x8O<;=_^nVKnrZhjnruHx_^4A}npWkL`U9 zF00A=GLyJy^6!%6Db&HSHeG_Ys~&f9B)XMT>#;}gkSSY$&u<%*)wI;%t3501U;!V+ z3lIK0$KhcE@5#U6?_6Y^^jP;@oeRm^sVhp2>+r@}ch#kp4JiJmTxu26fGgWilG8F8 z5SXq_=&Cp1jJTrvf5r7!9dxiOv!f0V?mjkElBmPKZNIXXoAHsLRl|Eez{k|-i_x_E z4X}`NPLqAw2$gaV+n(7**qnR0P+jmm{$Td=xM(9JL%RzH6&mo$bHny0q4h|q9LUT~ ztAh|TT_XDeAGeQ8^MXz`;7`}Gf#83QV1LG1%a@JN{VDo=cV{E29=Xesh>Z&kPlx^1>a|PxOjea-Tmko4y6Bz zjYqS1SoYo6ZrPxq{=0vF&XcT%d)!}xcmLI6cEjXfYgQeqG|ranyuwHCBhAHY;(73t zIa<6}Fc-c$?8*-Y9Gux@av<&y8{P+-g2ivMaVj-;>w~X6n4Qx(@atF|ZoIdQoi3Mb=xK-uslMRC<@=*KBQ6JK z))~WdTsDke+f|B(vrzN6<>59O2L+dG_t$6%?zJ1NbY8{7!mzmbB@1|XL{71|O5?&< zX>=$2OIpP6F7O`+u9ObQz}9%$ig+1Ue_x^i3vZJ{`)RWb_xlWa7PgqKu_LN7SNqKD-kk*XwkMa5oDI zMV*Vz%d_w^<9~H)6qw-J7oGmJkb#VUimg*3bR^cK8=P5C3)%hgnkf$%Xk3(4sQyF1 zcaKMU$Lj=oy>6p{oj}jk2WQg9LKwI)+G<4me}C{f=6Q@n4Rkb2dViEv;!?AB$VFZS z_@npKd);bbW0L&F`WhW}HqRvkJ?W@CA7{ZdqT})^Yw0a(YQd(zB+Z0XA$#+T?c+b? zP!W0VYhz!E!h^RsWuwLLm$vNo6Zn;o7Q5Vj$told)ZF}|Qw{%bFFbfls*(P?+OAxu z3NG5|c4|@;uxb;oZpkb~u-;!Q$%iH2Y^ave{!j#+#C*LjBPygL^_*{2Qqa13QrrvrMQQE;fGmQ)j13U>JCpPgOh5X~AHOmZzp{qb8R7HZ{qIo)|m z_f#qP!8=b}btyrbKL4CSY!RAI)rxg%QqXl}?e4d}dFaTzr1I3G2p3`^WNI~O__#If z?I}YVmbL$-)$gH!b9&L=&OIgY53o4<%%}(f&b0Bmn}t~Kkz4qwA{UOQ;yvF^W#hxO zW5`w3o$W`(9pgQZ---zQqm1>DPV*v6vg&<)v#1a!#yGt8LdXsc zK9z6F!`!@2l#n74%p}*mzG<2XzVrOc@#j-u{p|Gnm%B3Id*nkv#CQQjN&bQFhbai) zJJr-$P*FW^;-Rr66>hb`KfZ-fa70VkRxG&yF3KHuv#Gh*x5&FIgh#@t!Sta&?=o!(5aeyGLP2WTVF7Zl<4f9)cVubEe-?(9*r8q*${EYZOajmiQN8*Nex(b2q8* zexKu;Bu&AYV|V#;0Ro@C_{G=M`y_;i-Ys~WlnE!(dA2Q&^AWSCb*Zrz6`KZ4mAcBP zSZ1~Owr2$uo}K~gHs({Xyo_`FVsbw0$8L3gZztnU;)n@JD-(KGQlyUVPeWO{y7`7z zxnOWqy(9W4cshG)eAi+sTx|J{TOUy1WY!{?d#ey_znZJ}dgkHl&m_<5bP}S~mlQkN zW!{k`dnKkIzv7`AJ|-om-&TW8WMu|J{&6Wen&;(-=;+M zNh%hf7?`l*Q4r-=rTqCz0memY#>yAxVVBCPBl%V&oaOJ2JbNh}UBeDfMIWWW#(73_ z`@v?8oO65OvAc?@a>ct623=NR;y2uAT{HY5q+GD0ma$4 zeU{mf|6KA$r!NgNt9m+2qY|)V&uOhd-Q#HCnhaY``@@s^C z=lSC~&-nb#Io}`M%t)C(y#@q_+Jk_jAezf^*nOaAjkbLDKc!oFqU!fzF(=pkk>DTi zrKoLVlouY^T=z#8%t{U}{CS`O9M*mxabJ|6Wu&fUZBYab>U_;)wzNh>t^=Onc6YSD zIk|MYrGR!7UG zZ(SR_El_aB5LMi)D5B;xXjs&AhyId}i7$Elz}ZY8%33b~aQ9{o!p8#Psk0e_<&6L^ z6El6Incxj4|G3z_t91wJx$g~E-r9qeDbH-Xjw?JIso!Um41-^^kAvj!t#gdZ`lsffc;nQDL51k<&osCI5?l6a@;-z2*#W(6_v@5 zw)!V#&~G`v?s95nF7H*pGDopGeG&((45e61}NRB_4KgL zf^R=n z!8G{q{vxHaNj5w**pm+6&4VHl;xM~=9<0eH^$ESmgBs4px?cG_IJ)^am8~4m61kOK zKbH;BIg9=!`B^}7m2~FQZU#_3Zi?1l&w=oS_tlQo`M_#AUR7dR0P|f6lM2KFm<*#g zl$S1m5DQW-C6~J8uudC!S z`Ea70pY`cM9(X;V9C2pLgEwU5w3uVLFzdwHUe;Iui#!y(ELBfIPuy`(l(h&#KVP$s zuPXva$LpW!9~Hr53hVZ)@l&Y&S$o0Kxe$!607pQ$zqJK^K04=XDtpm_cRsW|&bZF@ zJP(+%Lj_5{7Xr_y)|o%OMSxas*R>55fmoH3z-m(wq`#%&I{E1-3^K2Y8F$boJ)o-Yez1#s5bQ6^Kc5OOz? zWJxa+!Uw*q9kT}oFx)TK#C)p&_!2+qE^Ox=>6d|x@G}=EH*{(jLbIXoho`j`TP75| z3n~1!Lxgw!-bMw}+3-5J+r>R74`xE0wZ)I(p6kIaBh@^p;yufDM=%$x5`-p8o3r2- zuKS&eLk67ZR&#!GRM$7?Lp2A?Q=oZHK+kN+wBt}Fd^r+Ved3WG z912uQKWD)BB?r%Eg+yR%pB^r@PK6szVUE)m2|!#XPZj9LgPBe)11<#*5mn~|CumY3 zH;O`EU7ZLWpUFHIm(xI9ZJ?~@ZW^4vmt*QKngU%BL7S!jC4rc2-r%bw9Pqp|=4?`n zgR#{Nz9#cX(7##9cKk#n9QJIAjE&)7`j^V{&lAaTQ-ST|-Kk`7zD02HJ?cBLv7LO` zb$DPdWFa1i;Xo?YX<02=YL^m{SzoXg=xcMJ}GxKWG#D#k&1JUJ)Z01ga< z&T0<_9Q8%{)8@NtG0^bvhYUwaIPCKu*WQ>729gWire*ZL;F{?AjdjogLU#`LPJMU+ zW6UnG*M%Zr+f0wCpEVMe44-m$^G1TWAl3MjGvPqZVOGMd5CV6sMT)=>0~IQ52FL52 z;Dm;KK1-A#GUHe{#Y=#Gen$F*9ypcHz{Q$!9ho$Z{@n^Ncz~bzitic2^xKHg1|u zRhlEh>FQ#GLTlioy|?t4*8`^Pm#aFSxPyt)wshK@8!V*x_D**^21OI^H`L17(DJCt zY-2?R)%(nQ@MEozV7ixFx1A?)t=75D|HvOLKbKTSCQCvoMe_ z9#`awU6yJYENAA^R7QDLz8`+Se~eCe1PgHA@8hY~cx#f2B7U zVS+^`gyf#^&PSmnr<=ii9`WdhW`fix;E`&bqFJK`9ch1@9X{O`Rs=6l+FMTo!)guo|RZBrX zuK(I#vQ0v@D%2HAbU36nFROKe8i%N*YjD0NaA@no(wlXDJlY+8?1-;PLZoT=llLVF zh;t?^fUuE*V%lfqc&by;l!)XPC5B`)ftA-RXu~0kB>JxnCO9-YcCshM7>86BjHbpe z;gPsz&vtNW5}NP)9Cl_f8O1m>H=Vqag8a^ZiKv@7%F~l9(KwZaRujxq>`4=l6_sh1 zqE8%J-Ut<(QjJB5KcBT-x)6s(|0Cfoq)I@ts-3iN&2eZqJD^U<1dkN+#eTdsOG3?c zMWfV5`TYVvUFf`(jDkhYT*qQ#(7xnOL(V`L!g||DURe)80fE!V#4!X#+4+gpmWCqN z%MvGTmBP_n`&`=#gGi*;$n;5EF&Y&toMZp(7mErKuW8Jz#v@VU;WZ)YDCD_ug2(O6 z6NDwSnq1rPL5yd*nles!qV-qK*o`1hI^N`slH-)#{zL2Z%#yxBizEC!$;0 zvO67V;7o-pQWbwHUeM}=M7EIQ1E&Ban6Dx>DPfLU zgylq?Cd}cvK7WnKrUSh1cO)A&Z~;0MqlKg44Ex>oH~(#$!}?O%&*u+C0HVudEfud zCeUJyYLtK8LD|ojH?ZhtLaK@a5w>%V!JH0cL+>nKUeo5jRb5e zW6;`IBuE=1-KH#!0;LC~RrtjSARKe&{&F7+)NYD;k4}a{{p)i~bE3h(D0t5hc$}p>6L9b2=U1_eyE=S z=3{o(gN0(jro<%TFdz!rK6|ia>4(F=Jy>`86AkA>&U$IS#>0G5jLA|p0laIlbRv-{ z@XX%dg}o{TMuKC0Uhg2lZh$21LQXO?GGEX(ph^O}&54{XcO0;c*J51d;$b0(%HFvu z35Kr=P^^)p0Y0{-{kn1{m+(arf1rhLZ^=wtc zsX)Gm6H7Vb>jFLOE0>gH$le?zdi_oVVZueBh$C*!uQ{p9^fntZJs222^5+22<=$0= zqjk3DM=67=S)k6(Bcp#M0}6HH%Jxi%Fn(e)b>?RZP?FBwwhm5%jol?}5w%RXJsVEW z?0&?Xi(eb8ys|)MH@VSGDhuST_IfUQWk6luh|5h+A~*;ta?z2eLa1D(y$29L+~U$Z z8&9M~FvaN{mn4lEYYM_DUmf$(MW z$@;zwNZJx%$8x0u4E&qNbEJW+NAb-t4-qn6288K6a9S8_BR9>1DDLL8*;l!6_Sslr#y~bSH#Gll_0NL1TP%NdA~Il< z`Vv=eW*&_8pUxHBDga!DKH=VDf+pm5bEZba|sOvARVSLbP%5p zI|7!=Y}hdu6xuktmEJu{#}G~(9M)jZ(FROEfD&xhCZP8W?L z@}bywVAnq>A2L-$|0^5F1C4TJ72g-Ra8iRzgf}J|a8(@iYX=$7QvUJMh71w(L|>%v zQ>VhV=0`?u$4t0FcHVu3EeAvoJGQ5oasZ=}%sW$=4SNfebSAr*FyK`7{^h51V0|g! zd!987c3U{WV~_yLiMG*_BY5~cP8(<;eZ+5L2EqZZsgU||wXNto5$*>yj`}mDL)&kg zxqc%e=>9op!55GUEKPCk{I8Qiv;Fb&GdMg@k4`Tz_{77pfA@9e1*1T@#QxeN8J4CoMz5bI!MO23)%{o;T-isUe>@ zAf>6IXvar^4FyfksgW=cjH!4tY8wnW6NGJRB@EbgQA(Jc3x-yw5pu(45kQ_EF2I@- z3GwvdxA|2fLCN=zUt@JRcy2`-n_LWmFJi?nnYA&{e`e(zAB_{}^sBy0?VkON^f#dR3 zwR~g_J1U+k@?5uoBt^@GuHO6^G@59sRsYl%H)3wm!YdTI>Rfbny`(-lW;Bt6}{8fGbv zF0&ys<{Bm%rcd9XR4DRdowCLLfR$qRjQ(AQ-i6PSG?n*&*ro)x!=kR6sX6 z^+J2|Hew8JHLm|GjkqfJ`)~7EqR(v6)@AV?D1mK+o3|tY`S+iV!q0>vMrS>iNADxi z#pdPAXCFh+ock^BSD}MPzg(7pBMbCMuNVGPzXJvq*QRUEI!%>qEgynQlIrGpTeWNMuSn7O&vef>J z{;dl}j~Esd9?@gbsEf6=|BWc5NW)%q+$R=gv|dTt6HG)2y5-e#Bhe@?yvzFQ=`gg@ zC~{0QJrw=39W=qvgreHI*@aa(EHW6smPnxj)MwBW`yrFtm>-J)?C zQBjUWTiR`XyTm9&GEQ$k?-+wZ87Rz!dE?R4YT}LY+(guPY=ir@b2yrCJ@n{37KBu8 z)l75b1t2|lmjWF%KSV9a`^xM?04l}ro&PQ$f;93jcKD8lA>MZBLqp#Pv~T{^PnQXc z2BU8em`-~m61`}8rx-`ntn!mA!H>@$DdK_ zvb@_q=UYFh6Vtq09^naps8>CyMnk~=vZ2A7cQKIADJT4|As*(QGQOMJNq{(U2j=y) z1lU*;VIg;kg;{kUa+$42cx-I4b~X?Tv@T2WSzaL^Rgx*6dnE!o8^09#01g)DSglAl z@z59{)!?t51W);+7j+AhfXgJYvziMJV!C1~cbOA`$wzrpw=fnkC%4Qp;-g_KnQt`g zOe9e1f9RGw#KRx?tgI8_sSw=uwp3;=72a%9xQF$m0gZ%N+Xay$o+uJM9{4l`^a($T z#O@FPbNgzFk#70uJwu=X@$u^_^1^Qq_Yp&5`6wo=LVArtCJ zNB2DD*3!+?$XI zu5%bXmId)El3vMVSs+PQMKtNngiB9vOt9{zL&@NYmASw)AleP;N>Zl4CDIM|0HY*0 zUj5eaa4HE(^QBHu&8NY2t<)Gydpdk~&$q21ro;R$>6aJHM4%7-s3Fpl3Yj%5Q1!K+0K=b$JWOE}PPMgKVq{ZREnNm;t+rNR$ut@Z})6zDxH*3`L{47?{d zL-I)puwB#|ZJLq}>yP~hS4Oj7XRqhYqDnUCS?1-gpU#GqVgE?;g$x*bXqI73NCTVJ ziL;w|1USL$0hiMjP`N0tIEw*0K~IRpss@xAn{FB!~+Ee{fo_Ft#lWN0ahhwB-i7h4jdz&vE4_{py@ zh)OOn$QloT(cb&Pv+jW~rP}rQ{$w<0G}pE))F%M0O{2))teSoP2c%r1snvPRoLhkcdGq@^$H&9-KpDh&h4ksn1P zYFN-FzvaZR5(b=(o|1l)p@5>LaboRzddy9o{=)z#VzH`~I6sooCvQ`naL=IE}{KqU@(M2rtZyjzQbdnj=RVZZeR#z`$K&Vve#j`kn}?{i8j&-M2dX4K4VQBFgbY70C<#M(A--v(1O#NA3isA!GEdHEV! zJl#>L%$JPL$pBp>}kcdFv|J@epF^@qH zB2Vi~PRF5TRmP_$JA;wy*!?XM22Vue<8r@@-V=%M#I~xEsH?grOKLGh1_g2=ab%c>d8)Fk(%ca`bWtMQ7dGyQl~e zNcQcGtHIi_XspI(NZ+c@}U;w^W&SGC7@Im5D*vXW^W5oe{{0OXIyB3NzT5no~WQQW!TpPr6ljISVvlsfWbv~(9!;3`i_awB(0R4jU8j#nBgXE5>nrDi5mDn@PNt3@ zQoJ)bl_TSYie*SY=Qg+@=}WXR*K$13oP>7Psaap-N_#z#S@H=gTO-FzzY0Nn@BRLY z(1fGZw|&P|N4$|>_|Oek3SC5EU~Xm@v)$amiKE$msslTt5*Vc@9ca-+FZFI;hIQG$ zzpfZ-BNEf^cN3(oQK9gnP@{k=s=vdb?Y!!Z7|(ZgbT~Mp#G1d-e`Ktou;Pivm01jE zPVsm2oeTuNCW%bpe}Qo4^5-WfJN+SH$z+tx!W$aC2^#texPjf->RhEr8|WsnDtg`f z5X_iBE^pYo#DL3-r>g(f zB7l+c>DE$8806TeB`DxR;Ms7E;6I~4khIr{%c(_k7NSH9v(W@?5bOi{9V06n}kmU4)9$4oK8Inz!vyBap7ewG`1@2-=~TOs@nMV zwlXYSIdijcf&vG6l|$F?-N_ITT%*kDc{F!?S@zCyqyRqaFvR>W0cQ1$Wyg*u0V^gk zOkD;CTpsLWJGW%l#?>vPU|z0PxqG9Y~w*c&b*ua|y_1+Tc3+RN`UK(gf8 z?)nJ^Xba?3bF~%0RsH50o}W2DvyZwyqE-T`&KKtotCzs+>caFI0tc!-5N;W%7DFxl z;NaCAh0xK(J{4M;4+~3M*hz9sxJbDZ66R9~DIGU{@mO%al06G40eiX0Hy zZue*Js$xiD_8Y#>VFUNUmi>CYEQreC%ItM#z{7)rRm~GLxUz{&SM_1QsnG>Fb~zh# z|9K8u9Vmu$9eoSg%f%paRGr~uR}7D5*>n8si{Mz$*N+jBY+&~8e>FhM2gk##O=49{ z7E*nR)R(}CZ6%NsG0}Y9 zycAZp&A?pZf5lMh{OTuTk}MIaK@z@Mj443Y;@!av_BhWxVWC5<;lu)!WKiWAt-JsFjH zd!7Xn-2XDht}{SY;`+dPX*#^z+V(`9Oo37V7RIMcCN$K(ULA6m4gXmtNOhknggM#s zM^_OGVf^z$*9A>BNF6@Zr`N{y80;-uHG#ON9D9-@7LOpZYn>5H7 zh;>XpL;-G@8~qY)xv<{w#zBwf3@DhIr@xCPz)M@-KWnN}!QhLLW;KZfiTv?_#oAP8 zeiS^<6+;EClG#edWGbw^y8W>p7X{vwDX-{wnFH%zYR}wXoe2?+@=xC`q(a1rM#Fv7 z1SpDHIpQr44|8TN?H!}(Q0(2k)o*1E@XpLshb?A-seItA*|bbpr80hhReu^tDASlb zhLfOG`0DuUsu(bDe%Mt}5(F_~9eqh+&Tve3rPx6icc5OpzDry+5k`GJem3|>fZ#zd zN^m~`PA!!Y?tLQwafEZ~LP#<^@K|R#7a9wH3kNR$ClCS;*SzH!lJbC`dBKXUw@yHh zT1*>R*BGU~Z#%2JF9hmcxx9nC65*MBCcpg0M5zCfH(_Iv1WLlK9XbjLu!s5frfo?C zY|!3bqAMK$=rLEIv%(p;w(i}RP%wEUruWUIw2Mw?w9mM8>XRLC8g>7;SA@X(pcN~; zO~ax7EF2(8MuLuh=g5hxVX)WV>x6W&56C#e{D(hgz!9jB>Yg!0o*2EC9fJPI`)+;T z)Jy>G+4(~gB($NzuFL}^&qJ@{qM3Dy6F4<-$z8bQ011~gCmxRNhZ~9dEvhtU)Uox= zJ>L_EJ8f0?a=%95z6}4qzCVdLaoy)b#pXn;+AG`j<%kDzDC^it5wh62HeP79L){yM8DKz%<|B1cM~s1t10U)FP(5vT&o_%GtQ;w*4{1q4Td`Sri=H&R^*3sE<(DiJ z^y}H?@s@yx8gGcMyAXq`M(>Wa2ZUjaU%vo{7LG6NeJnrrL?To5`U?wo0{-c~=TDJM z#eB(=R^2CvxX($b!Zs-z|E!i3eS3$5{CsEhV>x8JqN#T^b}SuJ!jvt%ZX_e6_D%8E zfE0`fmia1d9#KY|EiFlq_^IP7OU6pNXE4P5jD`g?}%%tGu9OV}kf5fy9dCdF={p&khR8KeP^i znLtA^w!NSfUmpHs$6tK>gMkYC*Y7(uQgM$~Wcg909Nb~@;Zs;m2HxJVvF!?xh|>(+ zU;A^2Nc%W{JHU83zH5hDkY6r(SssoM5F_I~<3Ocb?tXmc%);AwF$DPq1#9hZ1*31VN@DruaD2=A-J97IgJ12Oith^~;$BA;shjaB*xeqs zTc#`-4Vzncw9fcp-{K~V%iC13=7U`9n1umY9=e&R+G7d!?W*H)RDF<-)k|sbJcZL2 z9jzyKIpK3v!7c$WAC#s9oNSQ`#Z5yg9$P9SFu>q#yy1cd+^XLg^t(S0t{uxgJ*gTB z8v=J{idBSzEm>R3yL?-3$UMo#H{k)2S#tJRB&} zeO4wZaS&r1tuzx%1j_4wY5v-|u+QLi{F$R9XtsK;dQplDBI&`-3`Y{oNqdG&p3Z@Y zmeJ4w!z>6px?ZKVCmm8YKja-%C%`E6+>H3&WEkQ4bw=$A3DiIGxzD)KA@k6b%p;>b zV41L+G7mH0h_vBi1S<~|L`-;NGwINsKxw&of(EUr?`{P=qrk7jhD&YBJQSw(^6ICX zxlp~D6f?eu1lViT6JTIvZ&t1s|i_Mug1k2bUzqdtEzpenh{%(vh z7RracX>*FlMwwty=vlT-m;rVg(K`f}>)XcT{?jJEDR3tF(@?E86H=tD+ghgz;L7Ed zI$l0(I1tTU^WZBRGLl3UNOJ|?l3&ppUdaN3S-E;e1qL{0KUH!2MuV93J$L)|Qy@=S zw_C861Z9L5?$6kHaPM$}$xi8fP#-qoz4MC&W{xdGIyo#j%}w&2(PP4p^d{T>*K~OJ zQr2JGhYBW+F;V z;pg1~dNwk^azeT0q)Q%{aRujU-KW9F?>o=L8$Zjicv<&*ekS3&)eHEes&Ko)U3XSU!iv%##LtD3BT) zG`ZQ222^H)>&|T~*zixe>I|I)+)s9PhT5>;a;&&IL5T_cZ^X=rFX=$+89&H>m zd~Zeb6*vOz+mKDg|^44AL!X1~@-gJ0&g9!XJ&Fpi@C!j48l zC)M@eb5&p9np_As>^A_aodtT@oDPsaw_Modm;op0lMKlHf#Z#SbTm z1Q37H>F`1&0&eSBp3a){15(BfGu6G;(CSvHX|801KPOAsnFJr?DxW$tanKahRd(-} zmG*<%vRggt!n{G|B+F@Ch8J*N3_se!a00GMvS0jB72NY=wL|fU7rt@uI(w zKRl9NPY2>D*)tN7p3#^s9?NYumxu+f!Vx2as#>nEWLO@(D*o`%+9s=jg4 znP{^*6zz;d<+b8ZOuokA_EqX43VpG7cyWX9ikIRn2TVkc%|;hxJ$0mg}p@ob=-NMEt8Z zC>*06ja-V(k5<}6p>}+$&_q-uravj1vU?JX=dNnp^0iJvpV>VJ*QyebQKI@!WH$wLHEdh^i=&9!sj>d9(QLUS6qp^E>JV1>di}lmT#M-ozuisi;Gf2^mok^L@n>;okLWovw(Ns!BqxuzC6X_E6LbI#XhNGzdG#-#X~(`s0}g z65bI}0od#LSK4c5ByJ`8ADHe>Kz6j_$Uk~2>Q#Ib)>+=~5!Kl(?v2TKMKoIZsC6X% z%xMtHTN8mwGa1*Uk3`^^4jGFNhvRVj0GCIOcnbbL=zp`}E)lf@hb~@yorBM&@~gW| zDfp{Xbl}`>GHOOy9xB~U#NX#Wf8B5{6^Ff~v^}n;qS;qtLXjo`ce)+b4Ed0OFQKK6uD8rzy)63<4h{R3>dOpO7)XtKKl)0ahW!8R)%Tc_uvb~MCp^vRs4s$@@5*&w%3L9)ABG=gT_*pVIjBOK5Nco0S0(- zN&FONqJ!|~C7UD~zE#hqJFC#}<@fi#%~>=QP*%Aclu1Xm2Hw7=Jxp9VqbPd7FCV4i zIF>8w*?9WlA>mKl#W*c+?`~`%8(%jT1+L^{;hRyxQ1@ac)`t75-z;RJi_TvCj(irD z4-BqxP%gl*?0uKN+7u$`!k}u+SP`!KHvgj3ii5HBVw{IA1vvh*<=&-N4E%TXZ2I(C z2F6$>kn=v#al-J?1?Gu7T;17L|7$t#BY76Yx*-;7t}tG$G+cllrM-7P+$zMzzUM^& zDl8OCFmd_$Hz{3NUzvyT)+_xtA0*@BT0&a7dNwj6Y!YbhnYeQOo39@YGm#(~ zx}r!T2UT-*?wsf+;n}x-w^Ekxf6*S+6;D&~c!>Sif+h-XsXm>TFOZ2}j`i3je@VsN z2Uh(#XPtsKW?s^EeoMw@ny-R(cr3p|8D}mNBO|PvG%|e#C>%SKta`6E<;i!07 z8m6dAh>G>c;LpQ<)^TS?V%U!cQ9ip6RQ(7^u_K|llV&?$lOBULVuP(pnTe=d%Am+P zrC=vf-iJsZq$M!|1y+BYrfA{Vbu-+vdBAmMF2N%NH)n8oa# zt+2Dizdsf#nuNTuMP?sWm>Pol*+KP^Cb3x6K<(OoCmNkr%X2@~0PL9#yB^Tu0ehA< zq-s|Bz;V%ef>Kui$f)~^386b!d!Ls~Y&CEAa_B!ZaMp_}h2qCwK*!V0oZ46L%xd&Pet z1DYfhDu0%eV2@``_bDSX{E-?c-C#`tUhingNg>0FTFZz0W6Qi;{nuo$J`3Dpi~l^e z%79~KVw-p*32@(;Sut%(hQ`!qJ6&q&uwl~Gu=7$Lq;(uQ9Us7e6x%B;N5=9Xt|lXg zDNKiB7f-H#w~-1BOh3UxHe_)2^`ot_C&ARt^WS*8@_=q^_x`zQK5Q_x3>?YGhhP;W z1x20$Ft0MI!~zz`@mqZzIL3fnF5`1bzi6Ovd2`$$1quw;%?_rDQ=x#kr2Qw931%9M zLc%iV<@q|Dnz6};xc5CKQd{$ZXKwZoBbo`DH*OBPI7){pKd(=ZnN;B1tkdFK-hcTm zL!;mYG7Mg3MM`zfc zT(7?VqQg>fQ{AigR2cSn5EZ?G0;4$6luckl#dz~t?qyztJck$qV>bNU;M+qoVZ%Om zsdJ6n3c$8r>~X|HCj9sB`Mqy7d64^N{zhj34Q2;guayf^z~lTQ`=P`ib6wX|VdgT<7a^WFRz0mMRS8 zK+s{y(TEWW6x6Qq_2FfL+iE{0(a$V+-M`RrswE#6#b8(UBny_bxH}JX zGodZa;d0ar9bEee2C6YMxXKR7jQ&D_2W<&q3ikP+tAEbvi9j)wyO}SPEf#~UY2dFi zXAXD=(0g0OIq*v=FJJ3k5ggxZMWp%{0x_oCrtxM06zvo4m|dL@U2@;9soZ41fXa*Q ziuy&ME$rdrc(DYksE}A@T?)e_d(F$QN@0Ut8Bu>(AuDJIx01w7lW(Q7qUl>`81lFM?N(+6uz2aDcLI z3vQrrfF?C?O2&l)VX5tE!y&~$%l}@K+sp>7no7fCb}V2Y>iIsSmj`0xK)%hpXfR$Y zT@bST9>0kSNfXu;f}zb3ntU}IZ2wfti#V|%GC#|PG?5QYCvVSB4=~_%=B&8GR2XK#czoyI*D52co}u#A60HSXJ-sxxfI* z=9jd!%5>2AT70!TjshavFULLJk_&aZCvAA>M5r&{YZEx048O%WmizruAaAeFhS5_b z;MvruexZp1<+=j~dHEE`*=6dT^p6bE>vpfS*CavdeyiikS((c|!_i8KLx9kwf>mL= zlAxY-Rk?qYoA#z@C!cNU(=Bbg^<31W)x<)4@dL?Vo~B+S|}QowU~`ztrQcu22Nd+q2Q4`qM) z4&S*#giy)+Q$pt1V9UNAKN^(<2O1uSOZ z_KlN7Tmpdei8pxG*%#a!Z;!5@O#<%dn^p(h)8X*wDZLu6bja)HS?l7L4xV+7|N0uH z!lvC} zXCnCYG!Fg$pE)tfqDccY!1@Q@&8W$Ah$|hGlKYkdZRV|)TzwKiM@?GbbWa4xYdx*q z8tVfQSw^SMh@OMEO7wqN91F)fZi(@hr9$NIojI%AQz7`mExUk@6zKjFa6Fin2-EPh z&owX-te=ZUoRjl|fF@%-wQr^{Y%~!?=eEc0=jR72(F0G^3e;WCb_1WyJ_>V7q3}eh zxLi{+4AM*ctglvwK>CB^g7AypuVaT06dTV4iYMO?~(HrqJV zHPzqPG@gW#nx=gXL^tGeIKvnYGKS9Yw9C)VoPlc}awf#i+W^<5>Ku^|f*?+>ohc%^ zV2G3TYj=eJEcK1Mwsa;G=gLkhh>ymitHz#Ji*8ByL~ZL$!(cb8sh+$4%-SCAE!Cx& z>$`%wewSyZvKMe&pKJBJ><)kXw&zrxJq@ibx7L3hU-o(PK{wi8xM9$4qa9Cn2jQc~ zxxuB)QAoOf`~CG}Cvjn5Riuwk7pZ zPWW-7wRD)N50+1w`OZ&&cFk>xDF5b{NHLRuGMBIGc6Ddrqpgzp-^d0hnz^Rqz4v9pZ=3#$ZKE@;s|83Mct20K% zV{2NRUCxrxj&*;V4w;Mh8Pf(fP6#n9`1dhzXSQphdvL-Jfb4AKWdDiOvNuJkLS8L)9~8a5Ltc2 zJlwvO{kzVZiE{Od>$Z)vmVKCN`p7^5vL&kzNJp|!;#|gtr#W;Sb`Lc=e~yA`RfjK& z&XO^8(X8iz3mG@vKe&Ir8U^8M{1T5K4LNSJjEZJD{w@fQH#osS<2xqKqUp;@l@MW;pF#OIEpOg zNm4F4aRLVIiDY!IdhRnWL`AkofXF*8I<75sofmkLjYg@u=NF9#=wfW({MbJQizb^+ zZgEb+^umMMsY1!vRkm4}vOMm@DpZ_RPDk;#BTqAyGO(d4oyspub{E1d#3$+?0iaL0nza-z?M%BJ!qgUb=G*T7Nv=Z?I}Nkm?PKE4uWsW$q9E z>5JhI6LU}^KqLir#vhOK>`Z}Gdt>9T&!xhlhXyf~8&jZQw&!IoCW02>!M67@v7o1s z^Wauj7?=qyMYFSfp$h}0CvPXfHg3+Xo}n~2YICHzsW1cV?j@622C{(fzrSBa(=);C z(}Yj|SQ_kzeel@PHyM`rXv1=~@gQls-*Zbx82CK9&~kaD7pMr=4_#GDh2*DcL%MZ2 za5?HrCg_piqhvPuo+23{^+S~wm-`ninu?dcWG&ZOvtHHjX<$p)u{Ycz1$4Z=pJ}}v z4^GXN9EQjcuOp?iQ-ch=jYk4( zgR)`Gi_iIfjzkaWb>a=~5M zA!xsU7W5euu>GlIsJ3%?tMVZasJrGYi|d&1KL7v#|NjhEX*d*q5LPLrODU-&Ng+on zIja#Wg-~+jmivg@ce|E#vzE2XE_T8p@BcR|7{A?ZWH6l zJ(>s~_N3oCxPk^7SVM(+a|{@ATc<6!z<^I_oh?dgnXrx5`io=_9SXyii<8gMU|w1# z`AY*8p0%k-tl*_Uel_ELz^Vl3Svh~ZO(hPbG*!0*E2P8rPhxIyK6Lo-m~uE(g$}Vf z7rqVn)4@YskC$(A23#JRD4ozv19cB99BiV1imayTz@J3W9=vm*$2}I5ZuPaF(};#! zohM+M>W96Si3SK5u%m zWStAz73~;s?Ti{_e0>JcE;}3;tV;uTz804`?^M|O;;Xe@bQ*}NggMwdGoVtU--fp{ z6Mp@u9P~5Kgu(oPx0^mQKvhrqSx`y_?0s(#65o;rRgWSz6osY&b=J=FoCpP)l{Xm6 zn`Z#unAgYy`%JL8XjFl3Gr{uyr5$w+nQ(B~)6?3Eba*Mn6;!!JgV`%F4Ldv1AT5qf zE?x5TesNMwHa-I^KMIQ+KfnazPTSj&PnqzkWpk^!BMTnxv~F*D!h{2ryZypj;>i9KNmDr9k1r zfBSTFy}P+!>(6tt3Aym~=ic@WTe+a3Ae}9>i31*HDe=$Gv!SZd@gU712YSa=wyxO4 z0qZx?yICW7P_d!kR&p>Ol8xRqjN27}y?Ug=jpYSEt234pS(OjME2hVT#<+0TA~jB+ zoC7L98G&X@HgpoQTDsQcLMcma&`>51>cjocJZUI^^Sck!x@#7~e?Q-%m{Me zLd~ZgQ5SPT?S$u?pI;70&$pTv8gfCNEYoNBHV<~bvJz%>=fO;HNKJ6slC2S+sMFv= zw8#M!S(IHHkp;V-i4bgp_Z(6^z!Gh#)!(b`i ztKYi&b%i-Vi9Njg?iDsfdX;Ch$FrfU?c46%8Cl?@n!D#+IUUmD&xikaF&+NO?i(jn zrNKMeYsJZ(S#Tk5Swc!sHtgY7RnA?V4L@L|UHMBE%&d^D51h#Y!$U&m&2kJl>d9OC z+?fVfm&Y`Af22YJqt@}61O*Zz&mFaRNP{VdUIlJqCJ5|Ud8y7O6I@&ZEg#P_fK|AO z<*P)8U;=(!NJxk1J>_2XyQyFpbI?;>H5tUI`Xj0hF_3yTqYxOWu$S(yb9@sGa@y^} zf*jJ}muKts#Mv|;y?bh(c8CgvH+1iOp)T?KR7YbMT z1A`(a;~*@irP}#p3bcC`&K~wmf#fN4oQO(>&g1%ZcRt6%GXG+W*C|opbjo(NCNc~z zU-sPYpXvjQh!so&HDfT`DF0L7W*Cr+PaosUBg2IP0pB)9GW2G!_G)F2;pY0AECVSL zD2BMb)#?iciG}Ze7u`KUqqSyi>!=~L47v?p4zxtxwR>EuitTXX?hK7z)eo%bsq#)h zg!L0jNwfPSf&7h??kpV%tNS{hvgRV7Oq%m(UeORrH)roZKHj}drB$Zblz zWsEOt^HrLk*+ElJW7jUjaCq~~-L1lx0NZ60E5BM0!AC0dB1z#oTupOnwcH;BQm^mk zOg?o6Hu>A!=q6RrBfR9#p0h_n(sJgr<3c#d*w9Pq_lBt+Wp25V4=8M_9ay==2Q-|& z+3u?JfYousJ)JW~U^^5#B0 zZ&`L3(v873xarK+3_V~Ql{SBD0q7KzfT1oOOq^g;rk%Np=O5cVmT?ZoF%9xpbq6B0 znfA)QjUZ!&qHO2|#b}HY`fn&C#~WRm(n>?>&5*&UJQ*c_3C+x%?cHc*$TEq|lq+$< zIcIz2jk|oYRPc32)teB!>yVZHr;><-?KBn1q-e~YdL|z0K|l$j0GUX4!rq8;rdrNM z_^`6_T4{w060{b5&4Og`q3_A{=g*npaDDnFr$BG)&`K0~B^ZqQlXDfB-TH&r8H z5{|OteS3dP+M!0ss?Uci_aot2xSwIZ3MyQn@}9e5h@Bn@d(1ptk-UGc0;@U*XRgYN zgoF?=rTx@Idny^boP4e>qma=04WFzR>l)r`=zA{QV~4|9f+~fYj#wD@cf>~75!=`d zr}K6`c+c;67P%MqJa zojBscXN$Geg*SFncG%+c_U-9h57e;Nqgy!oWAB1UV^ed;Qv8{94$p|#LO$D0+!cU^ z!zru&DQcnFpZ0BQ^NgVAHV+1<+CZt*#RG5G+JJ^xLRQ!+H7L5_Ar)tN34_q=pk|T_ zmTliS={Mqs46z-SGvD2j=W>`_L5U2sq)Kzs4_t!Mt($Kb`(J|2-$_9cxAmcjAf~YS z)AlR&{fS~i9Yiemj%kJye|gh+8E0* z@6|kT1Ht%=4p{eA^pee;h# zsn`a2h5c8~Z1zR5a`t!C^Wj*<6TtsVCJJ|acyd7XcpM(-7a^A92cyP4Qqz+-XN><_ z7BYXw5k+13cBpn=L3u$HrRXhJ@&11@A6)%{a5{5B#l(b&^MPjj3*5;#-?%csa6D0!IywpyAIXKS`yH9+m)W95&n3b_i@E$cYhQz?^CQE48+MUN%uYV;rRZ@Ou5(j zD2&y1I>}X!!IH_YDbiVzIW`ulsX%GV-y9$H#$+#RJy_g8R}@McVKSwJQVL0t7DG%B5mrtOu>v zH4#UPOZji7CgIS#$4niAWHh`YFF=^5;EehU2kcElPv;rSTTvN!c>Ue^v+kK#=0hA8 zGiPC%)uyb_LOPy5n_l+uPZ|z6YHKA>(@^uVp88Bj8rE%k=lWKMhHW9YBfDsH6u$AK zy;&~{U6Ov=HRiI=^zZefYSOuAer2mk%|kZUy684rUT0#7p3c_E0y_Rgb+h?bbbRut zi+Qb!jjj(DaE?6|IT{)JGW)9O241kTXy^sHiT;(8( z(j!3N<>H@DXWmh0S;L&I)sJpo`~_aybV#Bzjm%^=0E|s(r;mUlt1I#yqqP$in-n9TbVs zEQ})cmMPz3;&`^;_p-@s>^w_xvvJ5pVM9Hm!(=u#+mF2dFwMqd!?z1l8ccMOQFeG> zOh@Wo!=t&J3>+%_^;c_m2HMM3GbLVRV0dNNGlNJ59<9!cSDMeniEn4j#q*iSruGls zKbwt*udOxH+{!@tUHVtI`lMs)%JR?K3(`>d5w5y*B5g^}<9)l|rQy4H$vXnqX=pT? z*rT+Yj%phB_gMX8AWfL=!MB8~lGSP152tB(`489f_hKrV1Tnsp{7psDM2bd$bt-1B zPLH~Okct^yqA3b6SNm*G1~$iS{cUocft?Dcf6HFTLUQO!;j;KFG!N)Zp3_Q0 z^>)_Y0MBGx-y5PaI+=*f$7SOJ!~_%#jNNhZUm~h?wcRD@QIPWH>8~YF@$Uxbd#2WD z*sM(eo27Ys|6pBeB3}mj^&F3~kxN3BGi_wbH425O{h{k0MWUFOqbnN9-<6U7f0 zi}b{z<>{nf0&)?kXdkIiHsXL{;~qt!vldwTPgC^UKVw{IG;qkYH^TvOnN?cF?l?Vj z;*5b)0Jhj99-}s2M_#MIOJ6HUNZ;MF0!cBr@|TEH&a@Bmgq{4B`?{kY2UC#=a;K%(`{$yBkvg97dmaEZyaj;EUj*N?_A$%O11>n+H*+TM{cELwW%!M)MQbu(g|?2cxMvpRtcs{`8q9*`Geu`RyO|K#d-zAI z6%!`ax7}1BWrD()C%>=FX271Ns)t>}=}@J(Mykz`y0oX?{F}m|LSWNhc_qP2s8=Tx zJG^HC&+qats`*Ul0OuRZZcLC`cR26usw_|(kUjtPJ{_*7`)zvbP6I`cZ4~)oD%{$r zbz7ZF0r8h2_bd7-Fyd%%Y*3K_>v(Hud+#zK@PVGopKnZfPx>1n_k#&1AFno@jn4uz z{Xv~SY79`@oM!P=DgzRJ9$U3BKMlx+Kla}gPlYFu0q56FQ=yJJ^v;``2_oMOP1QVD zFis`8HWjkqpUP#QjUQPsvaE3D&R`}4zdVv*B9RG76Fc0i&d?#nG;rXi0u8hs1V-L{ zPY2)1a}HyfOqf>sS4(2#z)L}aM=FUqFe8>`rK^|=ZHJtSXbaiU-M_d#T#yA~8;%qn zam|9^9|6{Ox(qlsonhrHl?@@w+vmM~*>E;QCqnue8@$kN%huBz5WW7Q_r%hh5PV0O zk2e>(w`9sNuCc)F7qKx+Gz*UDjby7tGvTn18= zxvI+n&58cxpS##F`Rs?Dokuo&_bHA)Ys`ez!pzLhL(wfxy|)pw(9X=oPQV!cW@NWI=kH^`>OGTxf`4kvinq(9HG9x*N-eT_y_M5%O#}86SDaAS?$| zA5Hr|$!0;H+A{W)M_C}=k|9j@W`N3Y&-8U^7PQHHXtWh%!=47WqC1If(7U_ceAzG? z_{X{x`@PuU2e92tHwW5}j?n~am{1njeA=yGi3fev%lQg3Ag4wB{k^U%sNCQCFPFGf zpMVQvhZ-9~57z&+qp?9r>bXRcIvXbR-_z$sb0F5v`kX~F6E58C8~PlW2|p6H+&U&n zhtrEbnR1%+_RbvB=56+$2ZkiIsg}R+jh#iU?n9E(v9a);Eonx9F-Xt!R*J|AsYAgU{ zlakZ?ZwkTe{Ir6O$qhKCedZrLgj;&iXIbR5}PIa-BOLcGKpZ>H) zB_AZlqMNL;xNw5zSYBkwfry%!FS`wM;mLEJnm-a8Skud?vSH+bZ4GlLiswUlxiG4uBb7p8!@yb@``s&-_)bg|vxOyHdv(TN$uI|GI(E-% zG;$zT)$EjVC>Ll6raJ4wxKLc*S5X68FqE~a)f3==j=q%qWxZSw%2QB^s$xNfiB=x> zN*07H@)Qm!WJ9ajks-Aw9I)C;nQwi-g~;V+j@kU?g04*Jt*KvJU}oqZ=Bjhy^-!Zg z#5fyX?q#PFLvumxt+Y_no^0q1f3ksR>0iDr+3Co^JSa?)8d&9-2kre&TzPKif#=Dx z623!uAi*i^G2-FEKj_ojR?ddV8OP0YX*r;Dt03&k#$1?mSaz&QlMAa?`Wj2B<-z7- z`&WB^;=;vIn-hheT(H_wADzFC17_c}V~liiL9{kjNiT*4!V<4kKD1@R0>6f*+J+p+ z^jFL~yu^dT<4r84F9#Isbw_w?IH1jX8FRdg4gNCkKd<_l1FWjTvo)1W$m$Y1pts0? z&CceZE7xT}Txoto?}a71^$@3jNhhYxN`%F$1vcX5rY1aLi3K3BvYQyAY@O!7v z3r?}XYqgtu<5&V*@A(k5>;@Ht7LMjhvC`mxP%-t9dm21H!v9$OF%^odI+Hrd6rjHP zV9EDi0?_k$txh$O!L92vEp34S?Rx)StoacKM$aa0ZCsrSa`_p?F5#(A$iF_Lu__fB zKKB~`d_jQ|M@OU_X-Qyb)%B!AI1aw=Fo@kvjs|c2nkA(r!owj$jSPWgDAF%Yv?!v2 z$F^8**HtRKuPD*H=|zR1v$^hv-cX=Je%p$Yf+ToPMXARd;vrLCU8x|H3@Yt=*6bKa zfa<3{F|jSFkkc2r=v+pH_y+!|`f@7Fya@SoZxs~+o?9;0ic0~re+ggrGvYx$>Z53z zdNh#hA8A^99S=t-~QoQbG3MwnSKAH?qKUD;1KND^FN{S+chW zqY8$W@;gydKJb_VDvy%CXwehl%iT4r_oT!Ev4CWTly}mvH{xqt_+9gs0ia;IeNCug{VY<@3Byc)oyqIYp z3%^oJs+nz(@W%bLHpMO!L=v|)(-b{HBcqso^pppr-B=CC{2dBfWs9`^jPs{ z%-!hi)Bb8zf{fc1xt6q?QprBuSckfAWV>$6swLhaw?1kSCL5PJ&{C6-PoL3jTdu z6*sb<2$P?$ei3B_LFwro^-pI!fv4}m)J(G_@C19=M7=b?aVsyAmUd@o-WT(rd3hM9 zEaoitaSsE-#o^|C@}V%gMu)4_=m)js1C4S!9e^+tryEeBi96<#KYsh;ipt7n>C@3c z=yT(ByQYsf2Az4$`c!`jD8CIgHFaDeXohpt{z*mVVX^4tl$EBHX8^C*cL z>5TV{<=^|Y2B4vjy?J~f0dw-CzL}7tQN&21q^rXdZR<=^h_@wRU_ow2M9{vaJ0xs2 zLuo&>kUIxHzt_V>T}z9uJ#Ls*Fc_>89Dq7jFr_*lf!<$L4SXJu@Ot7|mCG*C$U|CT z;C*}PE{yN==>Bj3*yETO z7BpnP?%&6-htA{6UnqN+LT}9e?%;1m*mBaLyGYgx%jG=xUiuV-DRYz7)4@b^TU2;$ zYvqjIxfgS)z9|Dw^38wc5(6g)Vo8|lDTYBVHnt^$M!1?@L_hJ)17~y^2Db==U@770 zl`V@z9NpYO%9QEB$iWqXc4@Y8>+?G|`C7hhPzxfW=x!_RZh7O+3PWas^ z{=m-zZm6zwfIRFLfL@K|QJtp=czmtDr>d(3*!_N z573vKu8zd#Z5!8ChzDSDC*UAVp_cW4`_A+_# zTV*H?8wjoIJ{5#-!uu{5LlE+-Kf9*d5`rISnQBgoL?l174Gz~P<4GslfuyzZ*rJy| zYgm|!maf{y)zVQ&u{9MTRrup`>xn-jSA5XO;KHNV@>lVH00030{|r}mG!+gM7AlES zsU#v5DhZV&y2_rBz1OoMd(Y=t&&=NOY)P{9OSux#uxEBw6rxlp_4DUF=bn4MbI+Q2%ne8B+?N;1y#)Vd+VyuTN1l`k@L3Qd=P z2*ku}?uJ@5OQgt~H0vd6!`d-cF0W$*U^@~_f1&*@bd~9NSuR)u?}jMb(Me4(5#Kz) z7$J|r%-=H_YD};(<$!kIvLmuE=?FO-B4D|LIQ1yEAz0r`Q&l=_1C(~>CuaOM@V=HD z;x}pm6uYznt&j3xaw>1<1ubJ-TQ$1l+wP1kock!YBhbrUGO_2$)Dof*ho^p4Sn2M6*a zyB)eMQA$1hw1SE=mWsY^m}K-uow}?4jJofj=k!18dPW=IWa2e?)9C;V_OBk>tGIx_ zLZioLUnf|p6yW^2OaRVDvg5SB53W;1Zn?tz(JU*IE=v&TZs7ent^}$o7dUPl(7<^Hud%f| z1Z2D2sM2uL0-lu#)XjW!hpFNhXT?9e19cgV74w=q#D0-UIE79i*Jj+o%xwn5-2u!r ztZZO*Q+Q&2uNl(#jb1#fi8b^KYe1@{AbGUwwN^%H|i5&qou(6zW9~TH=SWr_CoPlJ{Pcz=MJ`Dbp>+Lrlfn8 z12~SZZnX?(f`~@(aZLqvWH@7GLNc{O_n@KduST9om3rzo1Nzj z?%JXRTXWGRHcha@4y%I_=3tkR{i(~t8pzKmqFfsUP+b>aJnc>(CC`S|?NUoyyiEunUN&>6a~{Q}<|L};>R zmo#)G!qm{r)|@*LHg||0WBKd_Y`G(|^W*lQ>PV#%8LbUWrlKd4$JCIbCTRWEPaLz9 z0;jW&R0bPCbKelqb-zB#7$d-6m5y~;z_a($!^&8&G!AGrzNhR>&VI5V-AJf|FND4 zbOZ^){D(pdCx~+4-MXUV0E?xuO>f*xLE?R_A8ZD@_pibw!utwe2sP zs(GelD>Ud^_}a_shK;9m*Xw8^Sz70d8I;5IqrD0HLbB#+8=qBc_u}!>EiPk{|6&6X5bjM+?m2; z2~7S)@n2$Xz+}i*j9JMDsD6HMeJzfyuLAb$VJ6B+9a4 zEvppq)|mJ{jV1yHOY7ID&f7pLXXByNC2ttEe)`j}!v|cQv@U&)_X7=EGbKr8Z`iD- zMRi>#VE%rDZQ_n8P^uGV8x5~xSLJeB=?*1m4rGinec}%88dCeE8vNjC)d#%*24ApG z#m;AD-r(6=LaLf_1i7TPFQ&6v5bJY{-Tki`(u#gg$uo7tw#K*d3`7EUDWrx=tXjfw zw`MzCv@;CTKio4?>dZKHJA}8(51hk zfsG4}x%q2$*f!5Wa-;G6JFw5{W$l<2kqF1uj=;OAdA2LKR>3Mu#!b+ z{=t76SR@G19wE2Eq@<{M-;R@TQ0e=Rx&U+3x^+MGajz?G4BA)xRrJFgk+D{h+8|ut zx;syGds{aiigR)*if`wWcciDwV%Qk1On*P_0#*~gbsZYgK#7b#r(nr@I1|0kWSGhm zr_N-HiHZ~PP?_p*`(!Xq8Vq*mi@T%7hdm6Ei>k=k{qJq0FE5stjb>c%5eEsM?-iHy zcu?hxvR}p*6ZGSUCCPjx6N27Tc0~)y5%`4MXxz6W9N%kD^T%s= zW9Zwx(VC2oxc;#)o~6nOhbCgJ{k2`t(l>CVlGz(+p6>lbJVL_C+vfAeY+*S2va`EG zCK7vUvk^W;M3`(8fiO?}9t zS&E1r7xL+Ky@T&gD=K3t4W#-_~1(F%k?EHBA(2D6w@;i zf)nO7{>qAx*r=ALLmat}55mOPtgYiQYFW^KmLnF$j5a?xu?HikM$HcAmH^BfBuLhM z@<(;co+W|$0BkM^+?jYi2)lMy2zd;J;k4^Y%<&^fBl5NxXAHzp-n-%itb9&gLqO53xpqe$klRk9$at z+A?HZa6|hKg_IJCA4=+bL`uI8L;+p)9Uc53_~(xn&5nF$WUF>-=i$-DlCz;nYlpS5 z?MV5xAx>3%{8l%kL&FTke>n^Nh;~MQ!3}op7rt12rh`^-I0*5EOD2aK5t(;{iagqF zkHYbpa|(M5vAHOFa>tM<%D%E&e(h+Ear3(UQNqqR*TZcUVC0LTd&8A4S&&fJiAiXc zIt;x}5Pqocib9tLzhbZa0Nhio7`P>T56c|H<_qYp@!-XQzv`pge1gSs{~uNuBJ9*; zz3qqQPhWlB(d&o2*LB}8MhD@JkF`0klE}!~errKCB^sNwY(*DWgRnwz^XJ#?zTi>( zFpAmE26Y6@BB>J1@O_$-wfVRS+OZ!wd}+iEC5VPg2CVKV(|=&2W!4wDZ9b>GxJklp zs{PN8&x9h^%<^KQBnj~MZ;bxqz>0m;3RJNYdoky4YDvksD&VB2zeHE0{J zsk8dNw@zq8-8V{*@y3Ca^DaX|BrI`s9x^r!#hT;C`8{P_P|;aqp?!}DHcb9@?Rr5# zQX9?R=^hK5n9^~X(s06F~Dywck+Z%zRqTFXa zreZKzW_E(XHy*vKs;|i^CgL53EwPnnkvMiB?U}k%C>EdaVTcq9MS4XYhR>8xv}5F_ zL{*T{S9PL)heR}fTO@j_9*e`DJe}UJ^b&9SR=X%N=2TFb=6iFCTue&CkS_ z^7xT#C2 zSo^P9A@sfnnz$YoV`I0?P)zEt0O zlZ-y&hgxbY(~y}-@Oj4H3@qq~H;t*t!sJ3danV@{ejjAaW#)N+Ih?MA7Jg|+>o}s# zz>tPH6HW)RY0~fsslPGkZyK)c%4L+}&%`g455LC$e1MeH*~>HsDX7ZVA1VHWg2&LE z*6dU+R<~YoZ23+>zfFUf_@zv|AsrS|T9=M4$GU$6lF~7NLv8XPYX*i!n)}^(l8GgA z$^}LA+4#I-BP-vBf{vm#D<86R@NK%zEtb_>tXiB``*kZ1k64&Bhh$OkE!S`QT!w6{ zJab?);!-x2%WIAw3(m%sxPpzR6%@?oIi#KaB?ouUsNUG;oQIdq^qeKr@-a%xOUH(( z5as3~sQKCoaoATc?N3P__B57Hc^}P1y&cOQu@`c2?A(rF&x5(xN}stn9G#0kv%EL# z>hiGLRCai)H6Py``mJ2V%UI+7-tmGjV?DwEgMFduJ7vVXXGy#TBAYo@Qu7vjRN zE!Le{MY!(HI9H@ugkGx4V#4crxajXgX}Ft|<5f372{in+MF@z0!w zFAp<(o8{cx^YE(AwJR2(6dXyPIA|i9g~9H$YU`d^7}CiyOf8*-F;*?t1=NzpC+9M-C4=@!6zc>0*V%7n!;+0NLrm|_I8m@Mm0o{EGY7LcuGH?=$i*S! zPw@}mX5kVCV_4(EbWDw@eyqZghPPH`qtne(ar&joLYhY^9(Zx*J=M=Nw3sBimX~DU z_w&OvvF|c5jQVa zepxK~?RmV#;t-4QvrsRCd>_+um)W@1V$rpe=olImkF^eI4nMvoph)!Z{!`@%c=BU@ zw$*wRHVnk)Bu$24<@hbDp5;(fk~phbx*mc9&0Iw8S7co843hhIA`&y*jgBtW#o+WU z+E;n2v6w&OMmOFUj>-1>$T5!tF~4fh*b>H0??X^e)W00*BXEzJdHIptU~KvuAzS(H0R91=Zo+*D0pgfQj>*(ya|?%sSO$xcGyB72`3w zC08A=@la(uOPm`Loqt{5oc717T|9oJoX$A8YWzxGMI3pvm>b1rRADkj&qlf32t2(_ z;c$=!q>^fmWSt-yMCnV=s}{8!b0}47EqlQ+WE{v2%RtJ+|Y6`M+xCEtN3t7v@`2( z66g0s_M_T{*N*ukAy;AYsJsF8`F?Uxo7DrB!)7n8JT?Oru?uf-&A7`RO(T}E`}`FMOK&~IBTM3zGYX6ur0{V9jlZbaRX`*POnA= zS0It})^_wcL-Xh35#$mp@H~1{Y#~4uSaJ$ZpS`I8665|mo%fqT%4BhAI57;86F=N= zBPTNwJ@<-i%`NxQK(6mS}ma+*$0g3>&_k0)xKppw(tZIvkyg*3|! zD<|DYp|no7)q-&Bd9TUmY7&g}n^IKV5R842&*oM$eQ1-V>KRT%j#oPex<+|RiQNBTrw1F{5x*Snh3+kRfw^FqF^Rh z;E@5FCk$ODC>oR1fvA*HU)p^KCDac`GHvNY^-Du_m5WZ$**%@$5KV&P9bs?ovIc?+ zkG(+KyW*?kj-BCi`sMivxl@0Q1cDq5{l^Fr17!o}DUSXcb90H@%XdyD{cQvc|?s zPa_q=ERo4lOIT3A63P1?S!~i-A}>wrCyC?sNPNaXKCN$y^BKSM8o&xuU;O*#_R#{{ z8Xs=lE49XA7vopYmaK7zx!pL<#RjciEv_H^WsNJ^H{KnnH$tWh3a7Q&)WEuGvAdAN z93(`;#hOoOfokXrUsF{b5ZM1csP~ULm=yX{NmFZps-#AcgdG7yn%sTjf(Rg>UA;TK z-Vz$e)GlUp*+AdO!B=bDX3!^X-uV8jCH!gnyHhOO12%Pdt_p7RC)blPXN8dnE0b3x zxgr7}$N%*|Gj<}BeEd&B?q&eks^rjfohL!b4b`71oHQv8cx;+L+lgM1>Jq2AauX8*IOtA79Z$O*m{J5 zt8>WNVTb_xqFJ-CwiwXMvMSpYjfK#>=7YzAQekl}3|RPv35je)*Q{YSCz>4{eF*7j^4{4Y`PKn(odWiP(s z6$^YBJ>z-&agZ~a^p`g<4*CvTF`NC4gEGG;$>II+@LZy1lA;g~q?pu^x{5>?o2s;p zl}Li;DvQ<9+3oxO*zFbN7XwqKvlPo^-d3%qZgPMOa2~s}Zvn2E+!s|N2EPee1;QoTvX|r)4 zSi`>IF^~u(IjVk9u4E{?T=mF$EeQ-Z@8-P@kuyxeMp-cjwYc7tsuKfU=FN_OAC5< zSHRRa4%U?<5?sz-b~+*+i;0rnmOnk+(M-#EpT$`s^2PGz6b?SX6Hfh6Wu*`B%%=k` zwQ?zF!4~i#oi84{pHJlbnx){%`5Eh-6wnqf?cW^_liBY|`7IMbxO!@~Cngd~wRvT}AIgRA$7VW#u^i&g z%Re8(?LPE~vvP#71h1t>09SO$uj|x943p4SSujDN+?HHsYE~nX@f7akWL2)*bPDAR#Lp|x9X?XvLTin0* zi75L-knWOJ9FDW9avVGrj*oIavnV9SAo&MJgie1jdeb#2N1lqnnA^#PwYv9_F8h-M zWiGS9G&VX|#%nug2Jb=j|sZfAR=Z5u-Z^aN~$FS?W>LZB!`loF7d?_%v+@4zaR1S5-suR3fm9U%qDByR0H5f-3 z_1+(<1jT!ydSfpupe~qJ>`r6_L@u=?1Z7vk_fGngTJNt+6Zuglw`Ldu}BarPd);WBWfYD+$jmtcJHk`AZ$ zB?x~zT=iY849v}f=vTE=;KDjz;Q7})gRz_H?3U*I^Pg)35uxnY*g8s`@SSqC1eyz6(26N5+ z+qu6Q%iDHb&o`=u^q!mFY`$0HZ=?=8UcLtJvZa=V(rd6>*Y(=@A2pCQx;*D5uLjiO zRN>YDDs+DRvQfyRqEJ?KxJ14dtL{Ged@Z;Z7p1m8dHlB)i>lhDpK8>hw?oFtvbh#6 zil;forghMJT)p&!Xg#b2IzpYd>!HWvEjV9P4-=umih-~7c;Gm<##c}eW4-Mvq4qRL z>3?ePeNV&v&bP^FjWlFQA9G18qCvRGvR~;Q9mP>EzZxBEfYQa}6LQ-dFe*`X-qfuD zUhB`Phh{b)zq@u~$curAcZCa!a~K#_c}?VpFmU0@(np`>H$s8(+L95}h`CKA3Av(8 zIQ9;I4z6v2+M)8k?ONBve6oCovrelobNGv9OG=z-^ceH8e=2l)IwX= zQ8x5e<(n5jBM`*(7nar}@U}lv(cuRh_j&WDTGa`B711oXrAFY+pRA`6sswZ&K5-6E zCSaAaT{1O}z~<8@4{nPkAb)CegBx@h7vsuVQ1Od#kVRE;g1}{+c*2!$L%;jn`H&Hf9tb>FBUo zh*y_saGYV{_Ez58so}=8rdlvEvZMIbRu+ZwUoVvk=g_@87ebv`2 zh**0}tbhUzSZAILDRJGw4KRY$A!U?Dc2WTTsYZp)G_?d!JLAFcV=sHF})@1kMmkC z=5?&Sew3uk#MH5@ZyXHA`I-twIB-bFeC0XH!Me$PA9t5?u<_l``3odCXuUniy)DZ@ zm5S@8nQqe0TU#z}SK`32_ij(63J1nly;p7_{jVT5GaC1cz@+^?8(H!@9ZSm|%)djR z+4ez}rv-ugQqoU9nG@K0F>(C&0#X+@pZ}Cex_htNd1)ts9^=as2Tcj=*Zj#bj0v5&Xit3&O41Y_{&TuCXkW@XrYly(3!(z49Ka%mgVUJz)2lBm9 zm;4^A;$VgN!ngq^4*K){9RE8_;FI^|b*HY9c3D!wKc?9TUMH~gy2wV@_tg_8*RpZ$ zy^l3*7J<^|&prG2Y~+WO>gBH@Fi?H{V+d&{WY6}d-)E!zvU8FcdHo`MLFnCmP)dXy6PjJ|w52PUi1iP%?wrF!^Yp(O zIjdG=4|P?3b8Q8`y3}S$wgpT4CZ+N}Hp7Y?dL=KR31-JbqF5%)XuY_;(K(|TcK3^3 zJ@RUXa+Gs~eN_`4`sZCvf6@fQ>72!e>zkmjFA=EG(g;6!*^&UwM(kV_QM~Ul1FKD3 zB5&3(klm+B{rQFgnbT!A8kRHA(d_glXD$Pa7JZ^;ej^~X|ayBaVxJRPrU+JJBuKi~U83|tZ4 zefa6$2H5)heyRA=0Pzl*Y~CgYf|?EpaW^vHx9G?Zr40=D@b7)Pp~rwq-N?`mHwM&H zLSn?fH-H-F5k*_ufQ#YDTTh*9z@D=)rd!uCkk@oeGPOguP6`^ZHgxLLnIjFD zS9o%ddV2$SvL&z9lIQXH-)Vls98$MTxe*sx2DawHXB-Vh12J$am8ye8ENjUj4=?8`A*BTw99{=JR)-G>kVE;_hjeHRX zcK?3(EU%^kG8&H!%ZwUuX321saupr7+^uKj82SKRLQ7~Z88@QMUoO0=hrG(xj~V*)*lgB%Xa&hj z^BzA`*Q-ZFCw(X)w;p>(KMn|nNV{F$qY>Hlc&YR4SjB1@+-=NrR}a+VP>U21zLJI~ znzI*}q}79W)b-ZQ?s{x99d}ApChfo34;ZYe$6?XkNnNYzA=3BfYxF=J9O9pIL!Z~7 z{d!lpPDUM^`?U`=q}Abzic;~>)H-O2+Di_k)M3MyaF6rJb(rsm9Td9vY7MTg zgUNM<^1_5Vcsd-sutcd28!h+UbBL?Mr~5tg0#?*PRSO(7YB6Y{eg0)~Erv}mCG1VAMZd)ro1>qpcx#cdrfy9w$~Pye zSPoHfuG7Z)%?B#idw`)J-XJ?O9eC0*K+Z)TBQBA?sdR>D$Ikl z(wi37qG{;v30JD|Ydo=C+>KMflT9u*VX=Fd_&RQ!88xN4eBg`AYb z(jzP?;x_G^^RAVO)Z5PW(k*1YJ0~mfS`!tMZzx`B;Z&Ud$2|}kN=3$h@f49qRMd~j z5Bol(LhS0DO;bTs$O=)T+ZR$1<+#!2qzo1DA6EwtNl`K9gr9`FBo$KoZ|y2F+n-c}9kKdsI>sD?~_TU0e! z?+3pMEDvT^A>C$_=5?kDnhWE6yPT^K&ayJI(W^p5ZRd^Ze-ubh-+VqPTm^M4=dq~z zO8D?}i3`k1un+ah+`e3iFnZDy&$kj@T|YgIEGuBSsrm4#d*#r0@l1YDs~msSDrb4j zE<>O6-yHA!Qk;Gra&hWZDV}a9tV(!Mg1s@5AD!(>aL_9Gg}U+~Y^%M% z&Nv@`Q#+Dev)_U)%YD0y`4+VOBfhIU-eBKTv(=6LuVG^T%wN~)HN=i{4WiDzf|H&0 zYuWWL5iJ^0F1sTagytsE_Tn7$)6X7N^n8K&X3hm4`?4{qLM`0#FB@OpGFv+TW+HgE z`W~ATnfRsASZiMK948F<(zD9aA-3JFnpKvH97d$ez4}x<2v;9^>G=#a|CaD(tyCzv zJTm;UDHX~&Yv2w0JlM{J3NMpu5P>rmp$yq* zO#OFNturJT9-nF#ipGVZ>CoO!LGvDCdr|4qgM(4%E)OeNzd0EFSLNFU%kE*r)b-^9 z6%PAtfa0wX8SZK(moR#DsPJ;^S@gKvEx&uvl(NLU z@W##K9+Zf?*3sqn{U~O!uMCE!!zji11%a9Bk0}#R5(9F_!YGAWiEAIS11aON=Q4L* z^rJXPNbDI{s7tvv-L3I)t_OvsW0hy48$^-qEQs;dj-lM$o&6`@Fou%3?f&qjWhlks z3`MxUEP$fsp%~F7>O*0lbv?VWD2UQJbZRj6W;i8$#CYkPB~g?r`lXApBJq@HY1;Fc z%?T9$nS19_OcN-_WDTBQR*t7Ux-6+Fp&L(`x2sbmxj2Sm?85iWydF%^KWavqs}@Kp zGnPK}Ur!9>WoAThVptUAM!VY`hshWUFXF_q4J8SbsGQB&!}3X#(%9dh_H9d{=!QfO zrp%6^_%2r3JQ^H9Y0&GO?~oQjNwah97(NzG5eeC4ysRpSB7dn%?%Lj46pPMA2am(P zl*Ywd%13qtQtr#-+>4idNIBwOeR0R_hm^qMrdry2?@+!`<{p(WxJH?i;#0n@jayMF46KvyWErPnc}?Htkz45yclsle zS(SkY1)uBo{g;Wp9nUGj##yKjlI)oskPU+clhUFKUf|WfwL)@HFRWrru(a&b&8B6A#WknD+*2DojH!?%PE4>TZ&QflOnuk97rEJT#VI+cRU?`RgB%?zX#J( zieYf&mZHmKG4`d+auii7#p4joeJ|uo5v2N^X|bmahubSIRpyoY;_BG#xBS4RdS5kjB*6r_#VbsR{@D!!LWjA1tzk7o99keKr%Gc!S7cEW(yYe zhT2sk$?9*3a!n;}b7LA)pHQ&L_+Sbvf`Y8o#Rq$)D5wvV%vBttU{rjYmaTRbJk$CY zkFBl3ss?G*Lu8&;syR~ltECEii*sEbHCEx8hDpIndKFmomC{~Uss~4Ifrbw{1r?miSNBdUC6APn*-1Ya$=4z;p4-Af8uYp)tr0RCJ8f;{r zIM%C31@@d$>652I{>RYxO&cmM4BQ%Vv7$oMJeV-LONGG%hu1Vtg~o?Kt@(x}x{&Wt&9zAP$w8uN9bT|Br2e1|lXlBB zw-(pohTYG&lKeWv=zP4l^jjSU?_ZpG|Dp~;W|?;#2J0XbeM`)2Wj$UQyNqua)MGrs ztn2w=8rHTgGB_7a!{71?4a#PbZSno>CJYP+RtTHp+)|ZYban@$f8+6PL zsd-sdOh=%F#9Vo@&YT=9()J#uBV$x1*Jp%|?!g50qt_Y`qI7#ueyjnHo@VO&CF}Os zTiJ$j!(<;I^V78RA_J0(%F|ZlF_3h7Tp`Sn0SOUSpw>qQHjmi`xAZb_;rRWW^)8Kg zop>@TF}o4>)fzOc{8jydf#YFy5OL0pLCah^* z#%vWP#P=Tb7v04K^S?69Jr|jHuUYoHtec6I`_m+t0w$SXEOr&mFyX6F__=P1>@y9y ztF0_pa9Mh!U+N+Yc8i})y1KG3H~fe4;29RU0pX^19m(;2dYUz#1rO85%Qm#JAjrHf zS2@i>_a(Q2>@{Sc>|S0!rNl;GRxjs*A{(;F$=&O&vJo(3_8<2W8{3`)?1{X}hvn_%RO?h>n^fES%GEXbU8xo++id{0inLv&eEwojffT&>m9`;58UTqXT zt{8!O*)zfedIZjm_{??DB~W#y$go$3K$m^#;2v!PKRWl^egB3W&l~!0+iL=I*gdI+ z0s@?CCcCma2!u||+dWs5gU?^q6-LhDz@YM1m6k9E`)7C75<(ngyM30pJ43)?kC53x z7J+f8L*7phbKp0v-m*G?gCj~7i6eJ7$eapmti8>_xNK8L(k%{z4K*Eu^EfaH+B@Z( z%K>xSu$XZU2g{G0E|Pu00X;76UW+#e=}rUDv6&qBuAqk+>2mSXw4kg{hl_T-g90CI zE*@E@$4RW?LbD+BYN93=0UK);u3gJT=tpN4;iFt^`J})2$zd*P=6OvR9^&Ff>WsGA zJ1!iY#X7iL4*8hd-WXe~XtGp1(TdC!IJk3+9h zySVt;d+1nQCl>>>A53p?9+oIRK$FkK3bWp`onkzACYU>n&E>($Y|% z^N_x4ZgpG~52ME{3bY-0(07liv_Hjzj;#VC$bpB~l}q`BCwY+iko2|x1P?1TLSjBo zapCnVZ2tD+Jj~nvVN58Lha-ActKyFF@JHpmR-GLW?V5&*10V9RjM(1o zBRq)ndXC;WOs;ow%bDkgc%Zxgyh0r0q4L-h`N`KWSo3hrF7|Wu9v)8BM-10k z@nGG3gMRNO5AP~$o8S79*C%t@x_x+LydcjCXIP8{cv?ds~ZoqUQ#~z?I73r z*`=q^h=->YOA;nYe=d4&Y;}-ipbFctko0T#9;1&6B-I&#OY^t!AmWw~K1aaCZZY@3 zN2Gt((Z;O8vboS#nnPPpauL5gp+AcY^IMvaoxQl2peZ#MF5%+Kf&`TWlA4Q)cP=LH zw<}z#QYBg9S@hMKgnM@{~3QAtCPT2kkkK^CJDjLV#T-no$glZQ#DPXupSGSI2d{^8 zZh0T&;JJ3#8p;t4%5#;Cb^a14PBC!OQ78A6UbLX3u6n%NPPO+tvG)jSz4N`{grVfddDPA2&R|5m+K}yfE!60mr21 z5#|>%Z}{C<`|mS>Nl%8?{cv)fhHr9@3=;M0QP8?^r4icE~y=opiKp@ayQKVuJfg~-XbgMuD^pw2h6@8?=>pJh< zy#&6vuUER>Lm+il;OgXV0@1D5Djz_gQ0K>AW)}gohnm)5^EkLPHPL!ejDxJz3#s zE)p{34_V*mLYXG|C~}aCsN{x-ObjwyEdx8eLU{Yqu8HmuauJUo=%24A}akNuyv zL1W*4u2cWoAm8G%$8Wq14r49b)$X=ItwnNkUQj!nebl3lm9#@xQk+xj-43;;^6v`$ z?Kmw(tF7s5M`uR6Wh1X0_fpqYtFhWKleE>oYHJ6)<|f=>T{Xn6m zbYQ~!%u2o#AIIz)T}op+u)lY*W_%7GH*z1VMa<&E^o&Hr<}G}bjEn6hHt_MG_TC)# z^?WRfdhAi;!bgEf>C;VJe25gj%s1Za7h_{YFlfUE}^oT&-{WUi>ro=eiCSJ+*( zoV2@Zk+iQ&05Lt5#?4Xz;+_9&cu^uiVu|7DwqgMku1>m$lGOfP-+W?=0MgMhEn%Al z_?e-t8CM{{yYlvPjqe0VZE`c1$rnH*T2w}l>O1AT2-%w=BEkJ(Dk+WpaE)oxb-P0Wye^zE`Ws`{NND%RxTUtYoWh z4v_l$pRw4jBtVabOlwacAK#X_>PwM4nDUg}u|fb@Csl_FJ$zhSUp}g@AVA(YkCCZWO zel~2a-Oh(Y{^8^HZG6POwDbz%@$vOcWMLtfk2^XWjR!bn{J3O1%##*ibVuZgPALJH z`a?hFlcYb>E=pnX@$lNNjPgi6v_A;nm}%wXq{g?Rr4f9HHyf=mf6T`i{kV8wGZ}Z8 zRf`Ln`0zg*yRxs54@r?cIZ2YLASBW5%V0Gbcr3eo!)JqOXi1GH_wW{QQBB;t0b1MIeU^sU;%b|?SyMN7(c`HIN z|IXW|Z$xN#G0bTx72)&|o7q{TA{?rt{;n<&p(yCB^S@srY)akX6kjaDyYc#syMBt$ zxp24o`5z)&_N_FYT_l24epA?{m*gDxaVbX&Mc`(C5U(2+;aKt1kG@0X+|5$=M+-#A zaajCai%@OWY2WS7L@2nNp%#`e!h~~Fph2GqB?0;hw!I<*gQ4DH*m*4tfAdL%GqK9+i}r~z;Ir{U+g>rUCNr;0A*{Nj(z3=&jQtuG zUc=cUtVw)-<#neBd*68`eCiNkn7JtTi<=mq-|R0^CJb_8S6aA=kv^o|7_>)>XOCJt z@9Y-i{POzIS{E_=RLo|K?h<4BgcVIMZi{fDB(9?)U4%rv=lao3VrWvCYo9oZk#i|? zo!CJP@BM*mr3ri1X0BVcQ;b=wE}44m5Tl);V0q1+?5AFZ53~q=?6F-vc4ExiAZc&P z6QS0?#ebtM+2{E5&?DQ#Xj*b-bL(X>dLMnf$hIN&Icg{Uv=(Esg?hRs;a|<1)a_Pc zY+O7k_|z6L#+ey((KRA$zy7yLg0N3h$!+{*G4gxa$%oDoKYeviO*tcmk8X%Pby|#H zW_d2dF=9MoMLcNRAcoGalIZD#d&fGhVJ60ut6M!nO~okoSQPXUV!X^rRI@lG#x3`X zHV+f>oo_vjhe$jPH(vg+X1y30zgo-qB(9v+>;1MOTr6rDEhF)jrR?$Ch_G-`t2M7`|9*QZXo+l5!ttG6k+0W zr?iK)&6utfdMKj48H}_g1LY0PFkE@bg!I`7Q%e#{=;k?A@bIIkh$`@35L>Z((Fo_aBfpc`)|VJ4KJTOC~bnW z#(7oF_a>OM{SyVeZ9;U?qrl3tCS3Gc`{hJM6WmKAcT8E(gu91gPiF0E!o0ctDrT<* zINZ|kUgnJe;SQOfnl1_Ot>Lt#%T)m`j2tpaixZ$?rNPYP1OcYE7fV*V3lOzxQmKij z0BvtQB*VM}_+rY{He~VP?mUT>tmb2KrQGMNWImeRG&gD8;DhmOBr$=_$8(D#p+kh* zm`ldn-sHnP7asY9A7!4_>KgE2IR1BJ5+VEO0&Cd`2aMSJW0kzrd9I@cgE~y zcyHywkmYH1JAw!A>hHJP`?xSU`XOB1nunl1PKQe`7tA!qzof5RT(mBI)$oOjxd%?{ znPJI;d9Th^>&-m4Kfl<1riTloq@~4_1rLk8zc>xQ;vz`le7MO+F2s>>m3~EBB)m$@ zzWb7krP`_E_=Q}^#v}$y5*E$nyyIR17qScku>Nc`&&XS-{ z`CPC&G*awObK&86!^Sj^3(M>u@qSOaXxNsjk@$p*O``^VrMbk8G2yY%H9TmF@=je4-?5s93p0Kt9{!JuzTD#(X^*(5l7G-35O7gyk}5Ni&~}rl_X<82H-%nxZZsEP zHwrW^^SBrb_~-nJOYD;mp7D7p52Nc0_DS9&c5E0qv@(;-uXYMJ#Npyok#=WFJr`cG z1xFZlT8xYs227=k!RNYf63c)1@J_G@Zcy#Y6V)`>Iab zG<2Icz1_8lMuHX2d1}#kVqDkhzmUdf{fF8Snlvs)?2WmsL1XE7rv=P2H0*C=$+e%R zF*-qhz67B}U-oB>7#a^Bdpfp1qapiI<9bLG4VMGdvb&LFzF}8F-652KMh z_I>e>hs6G|+h^4Yt)IOg+xCFQ)?2JpKOv1;w|yZunrO7_(~98VCwkTM2^r+mc(XMr zHzkm)i(uZ^lSxB6SNUG-T^gyfN1haB(AfLB`&H*1Vu$BzhAg4yQWa`(0~wc22jMC8b=0=)*Zh|{FP*Gntg*t z7pGOdf<@zMfnRqYlZK4B)4sWc^>r>O&WSXXdsG~cGH8r1wBSEYpfS&Pi4?n%1~=rd z#rFytTCU4@E8=LpR&si7Q%=5XV(%88g?yCMxQUaT_=p+Wn8$rX@>cEAhyO}x7%MEx zUw?_%|6nwIR|(nw`_(JwUelPryC|Tbn1+*HAI`^@UY)U-kI;Eh zp4gqTug@rp_@m5gx(~VMHrA%?G18caNzq!|B!j|!8cC3~p z^=0+JdHdJ!@!z`pvI(pCi1ksN@pcs-$AiyFj@=^hH_^;OX&fK>3=-_jCHUx`rtKQ| zkHopNU|YrtKF&?gjILYGN6_h??W4>1So8VCL2bgNtj_s6f72+c_P!iFO5dx*%UDCfu-H|M3uhAv`DGH(Y>F^=)-q;ea&Bu?GnVoMI@o}+ir|jop z8jEl57*^Keqo(kHn)wi^Q>P#G$6O}y7&Afp_5i6rTlMv7`e~Rf?V38efREMOy-JG+ z>n#h_ch2WSf63_;(Q15D%;|J^qRL0`_rb>I&m{ihyMrbXnyO#%Sk*)HdLSfr?7xt~V%EeL?O!Ip1Md$N%rSW!@#V zW28=-Ze`ho(%8gHUhXTR@r==={UDgc>G!<23Zmz*mlf~(iJs5I&WchYd`BHG+B%t! zt`!$=L=auG%Zg|I|Gt0t3$xouU5`@dyw*BQbQ#O@aXCcdHdoR1vOkH}{ux>&2Z`SQ zx+V*Wo@MC?gOY@PYR+}$2WUJ`i4q199e-2IY`E=1^mg)T(W@Gw-;t9NAJ}A_gqe6I zVWaof6}J0m85LEMRfhc+@UDWfyTaawONdvB+s5~zW8egjZ0IO z{8la^daH31ZXvohWof${FQm~s@-F0+9gTk~`hy>AY4q7rQ{)LHPAe&yZ6kT4RaWWn zRvO{_<1MK+Wd9M*ZA@z#LGY|@e@f!#je+iT!dd%L>erI|eJyMA6Ca{$kGlJh6CV?Q zH%yJ9^Vd}_9yf-Yg@pVcIi228?NJY`OVBh0tF?$IXc3 z?>)SyEx^M!G zX_lIe%?6}y%sCe_&EWsv?a*PWPyEXqPV*x9`$NG+yN4@CoIGphwk#)gV%5BVGYL&h z(%(7%A$?56x0n$&542$wkNV9+dOM4<7V4|9yABi-%3Cu4VnIBz=g6;eqv@JRF{zNN0KQu>I-` zn<<24izS_|m-8TBEXAsKBYlF{>CiI5Q`hc}{#(pLNJaO6H=)yy{+%~}b73&~V)b@C za*nmVZJRC+^$!>8SdDUFt)4x3D;c+0zDZwB_|R(NiM|moSVl$m^n0|=p`j7eJ12Nw zSj>funmE3oz7fACA57uhX@s|ZyTy#UMx6Q>c;2|S5!-y0-#<{(h!UquJ5m>s{RWSF zFttdZsCubxfYpd^-N%|$2%D!L>b7DwV!$;lE<%F~XTQ+yi zU%-XB&m*peU9aTI( z(VvTz0rRYCe7Q(neewJ|(s$OzL*vFE7q0iVzE&mg1l>HniZkRLQRp()(TDVz2L6oo z5yyDwFg`m!pY)G0i`PyX4CLX?@@Mx{0(khd(5N;iorjla6%yCh^1yg#;kKJa;_LR2 zGnLx^&%4s{fsUm9gsI((C4JsLrQF1NOB#xk_ILkxl=L-ce=CZ}yG!?Mn?)R{e{s{q ziH)Q#)w1szS(3Vu&~~)uXeb|v8Btx?clgk%k1J)Y5g^YXxi9V<9|mv3mYh%%K-%qa zE6ZAdsk0|#)2-ElBea3AL^6bY~kGh z{~qtU<}yXbtERQDJVqGKc?2J2A*d2_XCC>!z{tZ}s&)$T{$oJb5k(;uothe$uOP(l zhB#)wybx+j+-m1FHDM^(C?tHA5R=9=Zx_l5A?2m}aSx&U9WS730s_{t)6N%Ay@UBf4O!O5`-FRN&NyS%6BcAH7LMvenLgS zNdc@Ki)wET3DCSHPQQ>)F7E65Fv1CIw=Z-g^K(*fPRctWK#VAK%V2~6wR*8qT7=tf z%Y1oB?q6r)(5lnN1^9Dr&+)u40SfnC%WFMG?p)EY*ZKU|sT=rEKGHcYyo1#9K-c{}q#hTtcFw#``h_~{UH6Z6kv>N= zFkO%I<)$g>x>BT0DXzHfc$(Dd(+A3pM`TF-{ZD$X=MWD8mRAFHMLc{>52?C!jlAIrh;SqT9TsGR5S5tvKi64C)sbzb@%?J)TDLvTSJyGoFjg{6l*^Lr5NI z-K*x{%tg<{xj)UOl6=uRt<0mW5g(S7EXWCN#EjAHrT@h=;?=?e@9$nDpSs6WZ5tYK zO{X{a%eF=cY+slK2pUlMpUmXDD`fSs(7tqySMwbf_IV4F%?P=9ZyQ7(S;$^?ev|rb7H$|gyCtQw zFiXQhMUrsrwLCjx2Me4+){&DHOqhIGGBPckiEWDgqEBT^MCdN68F|aZ{gq__8;&ti zcSI;&6iVi2gc$><1uQyN_^MUfP=?|lDcyoN&Hda*>xDhi*iO})SCld)%pzWqw_zu);+o-U`LDrJmcU2`E}u8B**=-VPQKts&Lj%V?<;pkg)^WV=$qj_k;3L9+>-{!7;scDv)i_u z0qH8Tt@%PNg|FRNBp|+s!ra)c@+FB|F&1npy^5!N73fY1yCzkJ| z@IGgSQ_mC%mgz6s%w)*qR@oGnz-je+4U51 zE2l;kS5q)adzLKEBKFV@xrZqV!IOVhvZ^SOCshsgiC<5DqIWML@tR;gdr1u&YEY^C(*dD;d66esC=zmPKW}GzR9AuLC4%*uNjET?ThNoBOGvRm+wU?eU zu{>DkcxNsX#hm{A#*fMP8!NYLmTi3MZohu85 zj8^M4dsuKQdlDJv!a}dDtFXtJ*i-cS)b+b8WSXBD-%IlNOW(aNKS-XA6nAvm+OrVn zBbz*u%EBRS>2W(!Si}#eTOZ$GVSKaWLCItmL_UV*Ziy^Z8h(FXn83neeYcbfF$?`h z`iJ*lW8p_)%h+Kd3v-SoxmO5Su)p&5u^gWTiN!UUZafwowT49Z8_E2v11en{7M}0- z78LBOMvj&v$EKErhJxNX$Js1o=sekG>|TwPhuxmoJ*tMU-00D>531o6=xAM$RgF)) z>Jh2?)#&zGBWs^o4fdRb;=38u2%TuW_1o=gTvzcgNbaeIgp}NoFCVM1?U6#pU`jRm z2NI;NcU8lg)n47%QH^6ik1?0GSHn-U?t0k!YCPTlL$$cI8hKaOzpW2pL+NBkM$46I z_(#Nq=?-4e3Z%Z)JE+O?+-18&6Ny2&Y&;jnhx(8@zT;E7L{ef6GD7C1mbcg7 zu=@LkjQ2GNx@&#H;A#zIEGAm)6xX0cUum`$=?}v5?J^&nufdz5C0~8c*1)P%@JwC3 z7A*tCiSrw3@aVepSMN8qkhy28v$~`fnfJ#@%`2|O3Ej(*D<;=r$DYI07L)3rs+!Mn zcwUROW)rr=KC8vo89$aW@@ipq>)V}q5_KpTP@marTZdC=7au(zs)OaWb*26`b*LJ= zy*I|YTtooHSMD)z0E=7u^1i#Ioa?X1JC7x$Ci>DR;R zbkypb%j;q8CHRpYRgW28ToR2>*5l3H*mh@i4ygyz?ij0autis~eCTLB!Y`;SEt$>1 zX{QC8ok|?6y_A1S-j4%+&$G@aOF2+;b#aS*&4Iz2iu4DsIQSzQF5U2wgWcYyQ^sC! z(D2`l30luNct6{s%JLc6$1LOH2Nw>WZFCs%e!_u*<8Z{VQvid?~^*~+S|n3w(e%M`Cxl&%P_37cGfxn15EJ_)J0@Ox|S8pViog*X75sM0^md(ezSxd4*=yC?%-XSg-5lDqsU5eMJ;_x3)s8gzGCR9v9WY;i zR7*v@1G*RAOw|tR!26Bkqo#o!I2q|3yM1v7&Y%C@!M)yrt?PI0GW6?!)amy-n7$oI z%w4?Uuulh?rbS4nJnz6}QRh$2SsjqbKj6P;10T$;%M)Tn~ z7d|-V%nbOexSc%Rwi8*b-Qv;*I$=6wlp}4^iP718bER0F zxVKPAMwHo!4Z>4Q$E!LKC0sH7uCf!YJGfa*6`knF85J&MbmI8nX8ppUPKbv@D@6`= zqIREQwAZ&z9EcCD>pDndm$z9F%a(?HbY9>BMB<&9vzKG%Op(hNAb; zh*jK_1OMB!Q?s0$OA?ROHiXl-FjxARqlf?nI^51j!U71XYB|&jk^6bKT*syeux{3*nkwOY zg~>SUe>C=u+Bf+9r4c!lyQks~iKDofkOJ|-J+wzB|q|o8IbFHR8v?-2A`h<1~J4F@BM2MdSX8l{wwpX!M^7 zJkT&gqptmw|Bvr9oF3c=TtXPsXpyvYn8xA4Hj%4CG$b>2Wj!4v-fTO2v-2Ab@!g`{ z!i2@vM&7FiXe{dPw0*ph#(BRVH-r1hbA-;^EB->`AHyyB-Des~U!|A^#1n0~o*a`; z#7FZzjME=!yiL5pjr>4E@#Tc zMnkEzJ{svVY?+QXG|nkrQCF82;GUe;m}W1HA76TEY5#v0vzx})UEksS*EEtZ zxtsUCqM=s!J5*OzfUMVN!VF&0csY>8zfC+5dlWyfgm|KoWa#sbcmnI?64L+YMrNMz zECEC|?me)flSbt>#Z~9{L#XfE!5{?c1gbFl)rp^)K<0JO=?L(fQhZ@U ze0jfc<$nRhlcjIk`L`=*JiYXJq-T`Gajtmpbi%sD;TeX+mqjfNBf^>jH1uxBTD3xe z=)hebcFP55?m2oWco})mIh71K;)}phi?NA#(qUT6yhuFZc^2{#zS6KAK6F|dU z_Hv}E0Ls_guho!za!IQ?WSDp&H0M|JBEoGJXEL^tyb{m?s;7YZP(bExMg@#U0R4!eNlm0zV!_umjt4j0y%ND;b< z3D>P9d4;oCJ+Y2>vS#nE$gp_=7+;(-mzpa;m~{oOpLimB|5Aw@;iZ#43%>>l5c2)J zhCHG4#_VIlT{Qkge+X+Lo;Wkoq<<4n2AA#Ut{|+rd7;;iz?9#o~M8nTo zyezAcu#Fk4^86DhYnAt3NASx;>^YD zyX2fE{t1<93CULrk^1;<+W5aIBwy+=B8>>M zH4H^A{_7-h_vH&}J7F9laFryK6^NCu;I)nL*uc$U`Izoj~H>*gD!v7k=m9H(dBB(y(1q+cyh`j2T3 zR>u?82POF}B-bUsu(Y-ljtM6Y&VJ9wnES(hISV?W`RQw|_J5==TDQ=ok8owhbj7F- ze0;NcLt9?u!*NlenTRDHNBcKb-XnCp*24bk!^bV>4I@^*d>nAmRm|VQN7>6Ce$I3G zpfh_CQM6>vI!xS5cq8W}}8CGNl02GwPf?9zR07;W}(Id!NFyYzo23mt1i=&IY!q${1g}a?hzM-P1ZC-)*4+dtw#3quw@sinRY}kP)P%MD=c7WRnjp+dTs0Km zgjNHUA>H)_gqdR-nta6Q+H^@hb>VzEao?2S8k?|$|AD%vwj-1vH?wD-!IDD zY=Fd*A5Y^#8sNyNX^=$&YVCeWMs93?VdN+`dtW{3GXxdNw)GgN;!fWvaGhZg9jV5{Q25|p$r>JJEr?vhROjJx1*7e@1`n}rMTbpZ)nW9tq-`hR zK0VE{=FmFq>az4RzgLGlkFHcSj&U(=k~D*t!9_{2?!+YF%)}PP+-F<}sw?#r33a#2 zm}wv3;^&D@A0@&QtXNqI!aug``aRrQ%o4V`cI|2{i~<%)947o@BAME+Qwz;UQ+?YA zT|LFhIE10}_-m#;pd+^I~4rSZ$ef z(chyQr#zRd3tg$k2K8hI5g|6J{mwa0UaH0)ou6;qE>`3APv`X971bz@9f@~2SB)v1 z(UleNSa`e7HbzyQT=yIjNmHxFPs>*)Hukc>il1l2?`ENODRZjb;%eBxWN{X~V!?a8 z$mZ@BEX2PV6nWmo0%K_18LlJ?!+&M%bEmP;7jyhgf&>eSCMW&Fr?TMlPiD?gH4~AB z)sF{QOgy!A48AAILJ+U*kpz*HaYrdwC~a6>zP}1JH=eV0@2kRbRZ9cMLlkt%a+V*pu7cps zkFK6wRruItbL>WACCMiNbA%fzv1-Ac>&6z9m}8|8m%phJu>v~g@cIf!YMUM?MFr+5 zueS@RWI#_LTW5oD1$0G~u6Y?%Kw`?su`PxS*iSjRKSZAaj{K3BZauQ*Tv%zbnt|Z= zcl(~NE{A5Ul8cRQIexd4_7CNk;lN;r>R?_O+I9bGFDA5lRJ8hoZW#)8GGqn~OVRx6 z_mwfiS=UqzkFG7n8;6(Q&5TN+J87S(YhHrBH4oLcZZ5%ZJBLlIJ;mtWDyw|LrWheY zBh&x%72&twnDPFPMYv<$DXMt62xpfKxt9kQLTW*&hn9RH#E{KBlu>}W2M-!%v-43Z zr|qe@FCWTz4woeD@=<5C&g{nVeBjR7$MZ(=aAZ8@){0qqaGG{)Fd2(ty?Yu>LdH_Zk3LK&QW*oVzyz6ZfV(Y7bAx z?5%1o6Zg{L>T_G6CnOyPOKp~UKTCse8J+PbH4V`bZTj|4(x7-WMcAF0ikmIES~-kV z*u6aZS5Taasip>tXZ}t`+iM^HSwE6d{$l5}Epo}YcjA2V+&Rfe^Vum;E0v6$A%h(U zC6Xbrt36_JSrWvfF2){IO@hN<TQXbH-A&S_@+eId?`hbX(H;c?+ePTi3k7j4P*DxcsOT_ zDq3X4g4|HW#9y{42yTa>ip^ zernag`WFM?wecxETccqaaE_WZiH3&WYVJIpXy}C)GS;X@!)oKgHMaAk5!=^%UHU{M zTG#1cF}8_>(dX!fHNp>Zw*14ASd&O-O!6Bae+q}J+T~~|)ku81Zg51UB^-Vq**{Ap zBcb9prYu$*j@WbN?PVF^;8#o(6vu_5tGr~|uAv9e{Fd--(|-@(x1?&-<3GW0j?eo_ z>DWNnr8w+hZ+m-5hNKZmVUqOA1Qq%w1=Yjv*Yeo=cWYU|nWm%T4h zHzHCecuZfas#*M|{39RAt2IC6i&+45^6J&uZ=-@K(N7hjb)W82vrUg3{5<-AdjHb0 zRr>rxN__NEUf7FA)XU#9^4Z$a)H{yGtV>g3DA(-~+6U9(DBq_~s$yyqD5)n;#6Rvy zqT)W!(g@v=Om#eS++S#xLakJiE7|fom3nM@XN%F9bSmUK(%_Irq%S+n`@L$*%ZlikBsJ1xo4KcP5lD`%8Z zuav_2cJ-7|nm+^6-#eF67adj3o)|BuqDr*w{uwhU{the4hlFo_tT9>~#Gqd1#fkX_ zGbs6W3Y{kxRZw#Mg|0D+E2x9!w;#S!t)S9!MjcmaR8XpG?k>E#qJkQ94BOom%b-dV zX=~j?1~tc2Ebn15gWBdLEcD&5f>JoPg{^XoK}puS7zUqUP@*N_>0g}4|BWrs?O4p9 zLgf$4S+2&QYEsW%@zG#V-=7p~?T;#_5;HSL(;k;o;>#m9U(jVx1w|&ZwQCsEf-c=i zm9-2?+Lc}~Kck#7O6j?fnpIAX$JIKXb}Xk1z0yI)5ATWJ4aGNO!X zUwZkjTwEEYF)RwYe#RvqpHUMpDr%#vpHfb@_J>USo=)X#^VYw7I*sbSU#swBX$lp- zeCSy3XfpNIDSN(i{1ZyQR9@C4E0OwpLb!a%nFMOe9EXK=SK}y&Rnsqij*g<_^0wdh zRE(m2sq7XTPLHHYSC8S3=|d{Tpl_;3QYfX%-=wS6bCNDbV3$&TGB@2PD62aS1r;^bj*Q)r&q7i^j}|SKn;R zWAL_l;I+=}$1sc0SI`TOhj{#%UB&McurSt6{EmGRcFuas{zCG&gFcfUxtWT%?{8cg zJ5zBb=)B(bKdG1*KslRbq(S*&x@Pver)W{Wm}t=V6lPYVvj1Jrz?W{*jZqVsq>owF z{`pciMsHH}ITAT&{?`Ms)NG{fb^7UXHy5QjDK9E^SW0e%#rg4|gV~ zVR2kOHvN@+@ajYXI9+s7%<3YfiE4cs@-IT0)E}L5?StM77sKJ!E(yOGCE$db zC$pSO;M}F_>SI;{k3U1km8zwXRQx$yBUy%?!LOzT-sQ-8VG;UbM>*avNjW5}R1Vj{ zEvIDeG9Y@vKu+&m1u9t|+`sEqK+?Ua3Kk)QSVz!5nz3sQ=0NJGN&S%n92m`&=r`wc5FC2obi~10 z@K;4eY4q1(f$qSA@IWqN^SakBJkp?|U_Gx!J(<#Okza}M(0cd&SGt_=?brsggv<$;%U_*;v7 zJ-PzJE(r>Fm?t@x^*WCS_bYZIV>vunaa=kSvU$k)`p{4GWj#(WWxY1+sz+m$)rJT% z5AFZ3E4xjy9%%vc*)r4WkvwOAxC^*zY5@jZO8~EaUJ@O}7CK8Qv1! z_4V*l=*#>0mxtA@DL$*X^$7m2Xi+Gq9-~@r=YF&6kvVmI>b>fEc)$Aj;W(=vTUKtJ zQZ>#)@W}yALKqLbg%59)3g^KA%{423@_?dcg{N2Z;Q6cXcdtGVC)#CuyW)A!FKgEO zxSoelinl{AunsTW6rDfct;060ef3N9>u@&n&8xY+TsSu#Ir&k8i+zrNFGp*0;koFt z_ExW2I4D*x;QQ91`P}>g4wr+tZuO9ZeYId0Z(Kj@UklyY#`W=pMWWo@&u@_Z2Xxi9 zl707-j;}4^aBxN@ym(d(2Lqma9ynEVpgUGE!}A0O>KDS&MUHbYvNQ9$W;qARg*)^m zmUD4T?Ayp)W-UY=KQB|6$;Fm#yT#IlTueMawtm_$7X=bacEvEcxOPcxSz8|$8xH*( zKfJdN54Kq;X%-V7LXTHG7w3^a%sVG>GY_956HhMiAoFRlLe4P~kH9!b-hfxGfB9#m8sKEK z)U{Qm5x;KtKlVD-h?wEC&nJx<$@w?E^J`HP+JEj3v6F2=&*>xm#j~1lazbdIk5m(` zykk4IPj5om8_TR!l1+$+OWeknXhPJrt~I8FW+#Vdwh@YcRMZiZX@tnan%ECf4N&M4 z6A_AQz_Y@H86TcBV4wKD$W!SJkX)jE{?zjZ2p@YQ%`9j@cVoawz48W3^^f~wxw!$Q zF1zxx4iaxJ%n4WfMCNjJv&_@|JSglEulh;8|N3hil;lZVnkuJTHj#OJ$wA#MQCE0a zA7pz#;LbyOZ2V&OojRB-=GpqW@$j$JG1io<*S_66J%;>V;+9$1fkk!L->`9}x_TXo zTjUa6bGT5Qp`euXj*ExY9fu$2aN+a)^XNYbF3#FM(?9jQ7N^ZN&DPMX#n#sn@{K<^ za62on^skG9Bbg;frB89N$Yj6mM>2QsUePf6EQo^xUbMLE1`cMl>^~lqTmzf`uD?Hh zgM*2Pq~cUEw-1y&J$HuWkF@V=itpvu;G`4tWt}t!nwh5p&OK*CYfMV8cykSm{gHk^ zwFX^w-e(>>VWZU7NqJ=%8_Q294frdwu_9#o-sKnB_?|1HAH=OjVb7tl!#ox|CMtr@ zdya2KC302L?d{|%pvTZgnuTG6T}vc$`e!qcF(t8V>_-{4?3g^~GG2y%s(Hf^ zqh+X&VX|+2FGJ|s&z0+6lp?ug-FGLeQs|F}Mtbv0u{R?(MCNlDK5QA#n!Ab2l?lZX zxf{rga+hOaZ&r$%4|z*gnv#9a7wfF@OR&^}eVG|w3?GB@hV1MT^fs1#YMWDx!4(>d z!eWZyRu}Q0Gn$b1(e$}YF+8*sJ-P{Vepr074JpF+bIn>e?-aq&ab)ZL>xFRqFHKwg zZvj?Igsb!a6+rg%ur=>$0j3X&(TctWIJ#$Iy7!fQ1YDQ#nm(3?Po8Jyydvwu{oPH0 zqj{(dxm24+=F)eg&Nug*&%@^%VN*oT<)JTOkxt9$T;vv=?cH=L7q?DNQx+= zB+1AqLPdpRM1xSN&@w7yX74Sd2pLiKUUBVx?shL(C5>-XN=lTd$f)1_{q=dyInR0D z=RNB^pPLt+^Drq@P$;TmfDm;+ zimw*EC?y{br5@kx9A60Ou?^Q-y7D2cw6f~Mr#!f_j_231KpyB27Sb;&G_Wcxp1r4&3T*u4Yi%4;!O$nNBpFj+qo?zS)}%yOb}{9T zQ@aCuH>~qwT)G2HE~%e!-(#TvmCnnWsQ@@=PgYyc8web~3?{NZpPRC-l+FIzGK zfBa4T@meDSBT9U3p5co_rL^4e~@HwA@zEK4R2rJ&bt`R@yT4(XXsdc~z&{}qJCe+{^&feNqCCV^hvN_N zr-;4ergIO`JnO|Y+2$ddc-4k9@Mq&?K9QgNfe$g!(Iq-2<{{1!R+j&%Wus=}^kW)i zqf!KUar9(1Zpc^|SuoGWWBzaMj2P!(r^w4)C%@+7jr>zGDKq)#@%B5Xp=3Tv@~dqR zVabLE5Bn!f<)h#~W&X>@i?EqW`u^L&drz-bhiC4@`9%f^);9K z2+`%3mbY?kpI15Fwexo8wkb!Y-`_;N1uIbVltZyQR^XBIYiI^aRj6w-SxarapCe zTvtMBFS!nl_~ZJA9qTdKj8r(fu>sGI%lvnxp#fEhO6NT&L=^4_DY6s>1@;EgkSJYaWlh!R5G?^RdUDSd~D>XM|W?Hd@;!t>K zUmJQH^YKz-wxJROf(19U<0aoO;j4@7XmLb;nq#sZr9Q4q-FVu8zqGWh*9muGWUBB;@!#7y9ra2{T8U?-4eVk@lvQ zwx6Gjk^F00KdO;&?d(Xbbr>0^MNIy^EGDC@KUL{L5gD0Al3G8RWE7K;k}nXZ;8_cA zsbAIrKPu8#GBGk%p%ND|HpgG_2{X{rQkW!(VR( zvibPwc;I`h+MSJbe0rvi&+z~qBZFTR%^#%Wzsq*dA~onZx^;vudYF!8oQw{_5jy6) z^A$DGqGREx>mg-3I_{19zBqV|j<)TgwO%*qXnx0=wAF!*|0%R3uMp_y*47+QP|uR> zwJ)!Cp<}?b0iEDVN6j*xSW9<07VNv&w8n#uN#R5L2%dCYZMDC)^EB&RkBb4rXXq%s zWLmRtA04^=sGEOMp`!!u72zy3I(o^Q|1+JYp=?9{-qjfz9y(_)_-8l#~dJ{j|WN5f&^a}kc6tb0CeGZ8`> zI*z<;{C}KPg>oOdvf{kqwAyu>02C^A5}dbe=tQ}-ZOFf)6HAIq>fhe(K)b&%k$toSU4xBt zHdnP{h_b^uZO3+;&gV&0^J_yzLDkpXciYgf<9c`8@ir6~xO?fLc`FjiVN$cX1y6EU z?MW7G!F8p(-d}mzjI%-Rs>G2d)X={=9iG^PzR{GZD1#;(@tQ2txX^@Biq$?P=NfVT zy6S@p-bQqIcjki?R|BSQxEFoCwH{AsOJ$pHtVfrLvN3;39gZpM-#G18hi9#ICSLXv z&@KPErt<^=T$|$iqHKP{QV^1Y!jn`oBelOV_L)9pe*)FDjtQr@5l!g6% zRif_tLQbCC3f#2$b5gBdIhv)3)FxDvVK>vrz>}{Golope{gqRKoo{A5t}GOz!mU)e zX;h4JiNp8yKPf~DgEO~}h!$e$D&^4?n*z*v@8@6mJP#8DXloO<<{?qwUipx69vUYP zMgAGj!6w&=!7#pDO#7&`*mNKZzwyP4RbOGDknMhUxeOGF6N$@sl!l~2N)UlB6*(vG zSvymc@Mv3d;?lQ%AZNhBI? zbdPSjdpa6p?>ni<3PxZGX*eLhFc_m1-nGo{55do`_!6a>+|j)yL-?xM37n-~;?g^1 zib5k+9^IODa5t@FZ1)#8FuA;q@kZANRI%ZdmX0^HkE|YAZyOE|dz&h~f}`N9wOg!P zdJKr`Yqxh@O9U5djXgrdB-pidr_#bC1qO09T3D|n!|DK0;e>exgyL2XLf0e6_Sd*@=g@tS^Uz8Lo~ z!N&Dxnx_sDC%D5Oao0mZ%%@vc-|B$xH-RueTMrqpTSZSSG=OW`xq!dPO|T<%^sM2N z2JqWu#K&pa2tWKqC49`9z(Rmbt+!8-gKx~2cWd(^d zDy^Utwngqze;Ww9c7`86)DHFO3JIErIzXTLu|2V;4a$Bio^5MuhjprfmlJt9pcK+4 zv|>7e(RF0gJxV9=ZJW;<(Lfk7@*Tcok1!WJSrO|(gikq_LSjaUQ1p4m#5R)%&$UKX z2(=^_x*+r9(k>D_u(WDh`9^|d?MGuhLS#r#`o~cSWC$=;dWzOVeusf^r|HaPg*hH-<2<$Ii;9j z6S%v?K#~bTMeJem5==0N-F$smoCzcD>px3vXF{F$#`QsAOgMJ0;PtZ*Civ*LJ(l0X zgqZA~osq&!m@1ujW7>wMEc1@ z4F>ERt4(xJXTVrPaJ|bx2Bc_v&b1$4fVtcDz7Q6Q)pT7Gc-jqbcBJ09`K%k_zVl7E zJ*GpIma@OEPd996tNwa3up3IkPI69Oq(gEjXYM&$Is|P|XjbQ;!}zPy!P9(n@Z9s_ zYrt6=5cXynJU&kYgwWfAkMkEn1id$W%xOCPvpZ-M3_6?m=) z-XHo+h4Wopw@&<`!doAgHH3L8G+Z%A+?h&+)31J*2BuJ<`DwIV{|E(+I}wC;Kc_&C zUCU^20;>*x^Zu^6LxrCQyMqeis8G8(xLs(13bUH%I`f_i7TP@euSQw+-}=Kl)oHNV z#{8DucN$DOig3O7L<281MS7to9X5Bo+BMxzgMrA`(?`PSAeYziIBZ`x%!ECumSMd= za({i#8WOACBD6|uA9X{Egr-G3E6&5&e#ciF8Sv|~{?|YbG`?>!h#D;7JESaM8en=w_XTu=;Y||>jj$Nh7V%5 zd%@P#s^X$_FI1_wx62WF;p743fXJaIY%zl(nZ9`{B8B zly&9reo*eyT-@`kAHL>!9x?pc5BJLd8d|f^;C!7x*g_v1r94_s`qKxiPUnO}yAQ$~<5!f|^}*MQkRjd;eNdy|8&JvL2d8XrOv?%Ofl0OahvLnB5We1AVB^Cl zka#tc^K14KsQmBNP2T(`pyo1sN>$+rGz6-JN9=t9!$k{6Ec>Ib{~SlHzEUeTflGPLxyjQV@v>s-{IB3D*_1USCSzt96?n~MA+S-7QpJhO_W zzh1tqe%+l3dcTHRa#($(bofJcSTGYfhPBGw6IuPLlU7tfXF%WD{bY7w27C><++TB< z0ig=&le!bExl-=suaMLY@;|sXrp(i!&Q;Lx!UsCo_^j?|ilM`a<^^8ujoqLX+Euvz z4IT1$*Vpzm(Shf)&S~`}I(RTb-YmbRgYjL%zlUjb2;=V){&|uPpDxIS(*s#`SJW=m zdz22HVTSElt28hXTxvD_Ljyg1@gULnG}z;%e&@X)4ThIQO@abx5Kt|*jWdb{ac74( z4!@lGN(R+8MP^e!$nd8q z`Pxk%GQ6uvFE7y}gPjz&O7MCzC|EB^R>zQ_t@&J)cq$17&kD<{1`;9stp0%aVIt&A zsummrBFvJm7CPz?A-Yv7an1=LK@K~04T$hpGwaU-SA;j$+&22L5S#gH7%m7$tl8fA zzwH9&6aIzSr@O$*e4I<{P$#@A%8cGn-2q+4Z(UwJ&(v%u>-*iA;@<*!Bfs;vu(iUCW}iz7znh^f z%R4V~({8uxDvnLi z9%1q|e4-IL>e)>=KQ@Akz{|R@@kXGt*XOW?E>x~77%{li06*0eFTAvB08^U+kF;0y z!1!gWVe_&cLT%v2wHNikHnqOLZKNKW)HQfjt?HmPQpe!K%R0zACEp}?sSdh!8b}Mg zCxH8y=NFp^0!YdGR_>jvg@kP8JVCVyJz^6Lnmbx{iZb zIs`p1@YN7bhyLhu`MqaT;hoR!u|xM$!1#t;t(I0Ih<<%Sv{FcfS8PY8JVg@Wx~}J% zrL1_U9L{>47#$BWyM@~e+~VPM33^?$jE4(NGON$^;^BGKk;OK~Z77}#{`HY?8&nM& zxjwXqLRU^}N`68pd?LNPvH5B!+Gl& z127JDJGLNe3uXz$9o0k|*uHJWn8(TnlJ0W;lbg2&qF2^BS?j}~P&;b zIGw|OP0s#^8V`I~oja4i?gEB2?6>xRc>!yCg)4uRSfImtdqI+yB{DKNw?^n%;m&tm zCf_$)L^)Em^VG;iWGrV~Z9DFT9`5zNr2$^pwe$A$L$yFmmRERfc|8!jjNLN$GXl{h z;Cx&qgQd^(YMJ!#Muk0s?=~t1;c#zNm(#@{JZL#z@*_GNcR!JTIWH88In}1#Jc_X> z=gK$G(;bd%sTXZ>&%~mVJ>Ts)+gQAPXwhbkdn}9397@^gAB%Zkjg7j$B;tI^!S_Fk zQc&~1#*CgPX=rQSF&3?siee(S$~uW@c);0xRiHTyf7VpDSPVSCao@^27G_zPWcPx} zrk#b-6B9*xgE@%7t;w-F^RRKvdY@Z@dFb*~?{5Y*4@^QNu5>=8; zJkFV}z|x%;^2*q&arrZEabr<6isb(6t~&7;(~o3+{ZdkccfXhRe3GqY@z~6@p#in% z>H4HrK#qW;Hap3_0R*H!bG_TvOF;L}8n%VMo*u4>_{!U$%VQa#H7l*dmyl=t)=B~1^o6Xn}cT{!g zM>D3?D{^u8wV+3n&P0M)D^@xfJ#>t0#ekuRjtA@7Fev2%UuIGp9`N?NQp)1-MjJE> zhV(k{qf~lCTTll!ix?EAUFgK^Wx5H})J_yl)|BsX??Q^!%;M47E}U~xv!u*+VQG1_ zYj!B2YNMILHWH$HIaipI2@#tvb~a(og<^w z(rt}z17!3xu{ru^h>X;}t5b&0$QUGa*#7%48TXf`x2KPgQC-C8uGUL3mS(nUeSAem zN%=dGLrr8f|6JOrI!eaWu1|0O8zUou*m^AX9U1R`xG@{nNyh6}>HfiHWbC;AuJG6y zGH$%!F(6}3MxVgD{yWZ-(QlZWum1UbtA~W`iu96_ zQWB;ZB;VV8m4v^x)qG>OC1Hz!YpD>Ba9Gj({)X)&%rEMGKDmR0rq}6-UNuD2jh$wk zt0SVVEAJ^jJtDr-b@$~@Az~o6(UR+NB0lfxN%oQ%#CLPJPQ)ofs^a9AbI86DhkB@BdTi!15gtKL`u$_)~oK zi-L4J(kZtlNCj=U;i+5t8_715UX}dRFyD%oc+4loBwBIbZLyXw-&@dgl5@3!+>FX! zm7X&unoyWwLl-49VbxnViidO)j#}@ER!wWf>BHU~erp<$xg*Wn->m`Pl0I_O#5J(y z>Ee<{Rz2=`rRHK%R)?pq*BfWr*I}ctTh#I`0yZRY#-{8epoaP*&G7HFX!X(R{nfLz z=r+X+KI2-03qd7%q_P_HO?wb+-BOJ`iq6U*)JmjoY&hf@GA9)wze}Bx| zb!_snpA}IikbMD^DOZk_XFhKw1#p$`##!FFyFayrsAHX zS1gq!lToQqYT)qIyJ&E$Ggt9}!_{T?yc+q(F%QYRcmZlt_lxa5is z2RS)+&$wZ&-jsmnpdIFQS^Tn9Gr_@KOJh9=wxF@@sKzy3bF8xenV!AZ8akd_9?9x; zhDN%1hx_SpaO%!k$F?pU6o2N@d zauVRu{f!^8os(ci)a%m`y(HN1Z?1~ZI}J1_k=gr2GT?Q0;^vbr58zu*j}|fR0aP53 z{^I-ZA&h@on|`Ax8=M0=+Y>#qVLH1~WgldNv|ti{()%2+eOlA#v7-P2lQ(%!{U`t) z*^=-7%8S8SJmT`#JH;UV%;w}V>k^P_<%#{PT>>w9&aKrID}mXH~B~<#2;5uJh-+B9(kSB>Kc3uGbzqi*@ZPwv_Y=WPpcLTlLAB1 z6>8xwU#^75b^^TLRKRD?M}WJ9qAMy91d!V%%y_;?0HK9-M>qbegDK5x>1I=Pz%Z(N z6n3p1OlzF_wcggl;{={Je@$3>VYBWH5~Ci3biGABGaA5wSF7=*UL#O?B-kQ58ewqE zNM8n5I%Cw&dI$4 zY>NhZRK9hTtPK3EP_6M|B z{9tKem!U)?5lE*`)*bOB!tau;-3go|7+u;Hp}0VVlt^RhfhZEF%Gx|n5hTONHm3WZ zeb2tfmJ^?8Whc?B)?Fl0p>|}>Iu`~uAXhDjR_q}FWVdS zvUpsAxsXL}NH_dFnYUEK;&Ho9YXuxxrGu-+o~bv6-B80OEA?%r8*;Uk?)|69fFfR< zdTIg#Hu{`aphhx){aBvEv;9mk87Mc>{KACG8S&sK!vtgYCu+q(Opv-0rWowQgr_1V z3pN8x$R7CTb}+67){m)>f}(ohx+kT*{#_5uno=^y-t@rF5WN_mk7{lPLtVvXaiY$flK7V~b=Xvh^+}}Ot+;h(E zHAY_h)VU~$H@5fS4=!4A=&JlT&PAQ;gO`@fTF~;&yUia=TTqx@C}Nnjpws1RZrvT` zqBGKB{+TCQP;2cqfopH@|E34?9r9Yx(=Y#4+2^*PWKF}^t1nxSAJzBh?VJ{5Ya*W? z;l@Kjw&Q+1nJs8U`>FJzGY?s;*NQfE;vv1s{Bi_bwTRji0V-b9a1Ri>9 zRL)pY$3tB^4iPWZ@DQAo5HG6YA*rPp*QE*`YV3v+7s`3)iS*Z!ic%i38nT!ZImttI zC2|axA|ARo7&}2J;2}cpvxl4C@K7uF?7o0J9wL7UJ>HSaLqjpCt0zTUk&m+9uE#HU zD5=bcH+GnZP{Zt%Q(8Pk<2Z$KJzLP9o~=p32YARVKqtW^gNG6aC6=gZJQVsM^y0Qu z9y--KrWm4*?@PB$9!%n)r}AmiCMrBst#{69_;L#x$k{(*x{HUda_og>cJh$Fs{YpR z7hBM)q@Q-eILmt1xdqy`p!W`xe})P?^jXa{X$H4_Q>dn{b6ljjGuAiq4;Sfs70B#= z%0)JJg=|Z+xG1I|e2;!#GrDFhkhm(M8BvF+vAny@$hyCxOa6W{n!%93Kx{Lz>x(hD zrqYajH-}m)KWs*6t6GOtuXB)ahH|&>S`G?Z=Qm*D#X-Gj*<9vo4tje2daceX4$_kU zB2^>CL499tOcuIw5YyziK!^wj$-dIyxj1uB@mYF`VICVje3ZFP<_ZT%b&?}KFR{@= z<5WBP$3{u%35w4a*@*b9`{wjK8$}+;d41*&8wr`cD9}33K|czfzgsrTMyCV}GVP|> zNVj@0x_XL@F8-}5`S+8JrtP9`@BYC?u6M@Hi%zhSQs>8r@5UUYqGEkW^|X79>h#&M)NMVBJufL6mUvo zZE`9XVH&EHIbXR*^tPk#rMFxZ%k01TZmI=cnlRWG{jmjgFWhn2dXR^vel8reY-~Zb zdHM0}A9=`;*0rKus}+f_IHY9T$V1AJN^1y(JoIe;lzE9qEBfAeP@_(*4V6-UR7%}% zL-}W#uO8XOM;*?K*Y8{N(WJM#?B0!hB=_20H1!xC>Gj#&_R!%Y&keHVJa;}Ko~_dL zY~!Pk$0-%J7<}}KkSEbL$w$Vr(Yn%~`AGNZ%Z&Eub|m%OM?Ej79bGdu)vX$6NBi_z zuFJHyqlTxCUbWKNQL}lmH$%MxX<3DsYhLa^Q@{3?cUyFzk;*2wRVE$C^taA)yM+!E z;+nwyKHY(e6^B(e{_H>-$K8_uQ|(0L&wtNqdUT?bMHjn^cXcAOtet~LTsx7&;!w!Z ztDPuxV%3_&h0KH^wsz}W~6=HBb@cY{I@pt9msy+y((vW z2RcQSG&1#SN9nF>(r;aFM*?wbH^OeTqrl?jv4?NAqmEOjD496xoC*u_aqeMGS9a}h zM|oLyp4j4al72r~q1ld=RHu?1hJ^Nnl2HH?qS*Q)#2+~uR~5k<$w&G{(7 z`Gt3^0w4LTd~dI|u?<=Oj=vbK--evS40j$BXhTK0Z^HRHZD^g|Xui4$Az zwIa1E;^k)rTG6J#YPrWhc*t<&i{QBpJoJX?Cq>L}K{;Bwhh+3ykjL6x8hreH-P6)A zJbj=A+0Wh4>TKa6VfTYUlwB>Tk1UhWMd2d$bkdUXTr+YWjyv#utQkcggas)K zl_c-HiuPehNsPIRcoIVlp@lbct1vXA`0KS;D+AB(RZlJ&GEj%mj@n-}baYSrwk4HD zN3okW+HN1EA=1j}3j5gClJ12iNeX5QET zvk5sHe|X(Ai*t*k=bCLz$VtRTLAslY-l)(@Qhn#)+a;M8`QHr7T@y?Q3RFu{(xS_Zf#ZOyQ=_u8r;nq8Q*DKbd z6Y-x5I6G?5x}o?{vsbmKa&{zKQnnTys`M=n$f!X_2G#Us(`ryH=Z76Lxdv@ZJzZRq zP>s4zHwtrBRin2i=>yhc)hO;2{cDFvHIh5v7=Bc^8fm7VYbq41Mltel4=P4fq1TfX z<%uJd${2nAH4Z`fo@&vXSMTq=>&_*H@W zez+KYo~%IK=bp`Pz?nl^_<6vu0zJ5T*QNpI&xe~D2WQKWAiBIJM5qj%dEYg-eM2dl zPVc%(+fs^t>lw=y>lPz#i=I2W#>Ge>WOGOI`C_D$<)>TXTZF9GJ;AAEZ_ueUfoJvn ze54naXTN7U56xHAwrGjuqgUr$PWtP=MzaP4Nt-jT(Kq47g#_PRw9@^w<;logRP|`% zXjMlJB5rJno*m6WBR@yazT2CP;;6f-exq#EQ(#yeQuho|vN)~p;Tf{(w*NWuHv_FM zMB-_JPtkUjQ18on>F5dnx#~o9GD_KZ>ZoF6G9tx3+x=`T37u)8F3>+Gp(mK^_3Ltv z(eEQ(|Ak0DM)xb0MbOqhM(Z3B>Rp#VMsMB`nzso*KnhuZS}y;HMU}th;K9{sgk89^ z@#tBchrb!5up*J;_3MJ?Dk71pO{v~bUr)HgF%e`MvZI{Uoi8oE8?oxa}h8WMK-CoR6=8k*j%{JWvb z1BnWXZn*N`0y@kpKDTqq9sORO(%|*P9oZO$7CD+)qmjYzfzSji^!irI;i8p}@bSTC zr6?&&dRCBbrpS^q>Icy(B0c@*6TR?nUiy))+n zl8>HTcn}@|C1V0j+Eo#7;cB~Q;uBx6NMGTUYIhGlL~VR{DDWO67U;CKCEf$cu!1XB z3-3X)^+?R5?;V)pI2`v>j)B{gRPVLlLBOtq3B(E)mf)B_&OW^YC$6z`by5JI^0Tw=DWt}zENqgETVH-CNT|S z#l+%upQb_K)xQD$M=~JYd&XGJC!q%!Oxa`v+lvGx`A*B#(N$+2HCl-Qu zTfM8(s$#J3`k=Q%xEO--nY!eLVpw$6u5b4#fy=w)^{K<9Fg9uPbHb_|UdgxGUUaMg zH_`ixv33)@<}<@keLbwKd^>HJKE0OmL5Ed~_{a1m4T84o1DfGX=#JDUK-K9w=C zK18@_RI4RMC&C-;Pw(O+>%rjT_1vEg^&oxatncwPB+z%v%_dfpAba9p(mUY>c)EN0 zpRd*p5FjD$ecz%1YTQlibLJZ0N&CGpCF4do8!jPsEu#^ZKNVXhnc4_F%M{f&#FIfc zZ19Xg1O<$P8?N;7C}98BCQ5`$0nM$puD)yv9Lh+$&X)$L%l2RCM+9g%y?aDojS6{> z0%?0DQg$@Z^BlQ1iIX9^e8xYD2I6Gxd#qv_q=nQPo%ut9bvNv}T%6tJ zOSxqy>F|8T=B6o}`Joys<&5Z{d`Y#(Dwz(VHCveG^>m2LN+xIz&>`D~Cts(+fWNMG z4&wm~c(}#CV$qxdqQ|eb3I{Qub)Op7g2sUVD4j+p=?oZ}C)e6B7*Imp^StC61A@5O zDU0hc_~)F-vzNdiY3}Liwhb6uNST-ybHIS%9H%i+h=FD3L;2qO7%b+Ax7Rvj@bd9| zpGX`A&rLoHy@liKDnfQ`Ee1BX4xP%c!yw>lMwC7g1M59$ z|Fte-!dfA1v#Y{Pka)1wesMVyei@0@q^w{9&p6X3R-FkZ4k>)ay-cw0-}lpFH52N- zEOT|yWWoUN_Zkx$COoACoSm>`LS@FGs3(`0z;^dJeAu1|o8F2VWa%*Bw82^7s4Gl} zZjhQ(c49(z=1!Re#DuQCZi@qkOqdSg_V*mc&zmdmj6BYSjGcRolut6jR!hD%NP!7o zuLqvozLN!UU0vU0%FT7(~|g$ot`XH?tP6Dty5p zyLh!q>sJhNTcd6Uk75w3byHA&3`20bCeN833V6sDR71amPMnmu~!Y5@kS ztG1C>6=AskC)~|H!e+&%9FKcNIV{o%R z$8lQ|25WPjcQR-gY;n8x&4YnKLF#6rI1_^$6!WB(g@GQt3A%*qjf@_;B8clP+t)gJ zWfG5P*$-saioqWFz{|hdFxWpJbJKDbgRQq>YYaN^^`3QAs(4=f+9Okx_zr`I(S{2l z2^bKbukn+AjDh!wdl{T040r-^H?QBoVBN`%8L3nZsts0OAg5u#+2Z`lIRk@%XBePxgh1Ar zW5B4^mdmEw@O>d_H)rHEpwI(EU-Q=?n(gxb|Ese#U@^bG`1VfehFv=VoOZ z%z#g?`dehI7_dfFR=X~g0eA2Cq0P11p*(QqZXg$`$z-u9Wa(((LB?HALWIiv}^3a}SEE zXkZ}z#vr(c2AL<1j=y%J!Peln9=;wlXbDM-`&3T@zJ%yFp@9a^KR!AfYJ}IzUB6%U zdegu)PHziEfd-E#(b0`NX`t0_XnL}%35-7+NW0Y21kzq_uO-wpL9^^ZtE##t5LlnK zhViip9=Vs#B;s|u&RFw6<#F6D^x5dOtqJ^kL`B24H^GOAsr^y%O<;ZD?B3;zR9MkE zRPyI9734jp;wjO1pNOEy5OV;ydE>xJl_ijqfl?vnX z+ai}GQ6bu7E9aL76-sy9mVCMy?<1d_NmqvfeC|n)*`xy0Xlg;(6a~~9H&pd!0r)8f zg~-lRfSaB1@Zf8J%5oi+gCM|%GfxtygaHOFQMzx70s=8)SIund>m6!4x53j7+2 zfgUmp9uuE1|3C&0r`!wNK{Di`;E5q!GIa0yeEtR^!=r;qAqjZD)jys|mCb5|#n$wF z#W{^|dPYvPw@;*;5Y| zt7LWf8ucLjV#`X~gZ1FE`m?DYJ0A$5JR(GWc;sa(SP#ym$8-6@ z^9T3>uO>joRHC^q zfdHD1tV&Zz1W=ecQjs7{ggq`t+&;<>L0x7jfA2OToH6_n)Wsse30u16PA&nAOE=u` zX(d2R;(jl3I{}y%zRqk3B|vHI8@^jO0gi%DVRa+{Y6PG6kAEP*atUWR{D}a>)mLkx zJ`>=hhmhY;0s)?0j+B-i$M@fTALsFd0L`mo3)vY2sD1eTk7O1BRQ=j!i@w!Cu)5{@ z*@-&1vE)Jioriz_d^99sx(*iJ4P=Cg;P*>=ncZ8C>)#}IR|&rteOF|gcO3x^h>wSp z>Iv{fD>|R@MwP^u zDn!sPTsHMhorvdUg2X`$B5c~>)Eseu2#2+Hj5KQz!BTcox*>%KX5o9S{D%o({prl+ zQbQud^dwyVeVhn?_AyP48RPMN?G*9IlnAbR-`(Gx!OySEQIfSFg6fH8=jG)@D3uBQ za}1By)FMatHXbjc2Smzx)`M4)wwJ0C5tN@6EqtZmyslR3wKm}KBcc=yh{(ZEL zmH$8i|4NCKW*;fgQ2X!ejZYNlf3Z%=NgIHF=@eh$F+jGHlb@+96&wP;yedNg?e#e( z4sulR8G0w-yqyYv)s0`9n&NddrXY4rAQfUI-0T){#s_nPx8n132X%ZCBbW-34*cY< z7Aojn_*`%Uug3yD8PainO`v2@Cg9@V1d1K0&yNH&!ClN?UOKP|Hea+98qC4#{=THG zejVMQ zv4q=E=B}o4uNkmt;rK&?%YgK{G}_)N1}x)BeC)o8!5@C9W3}gYZ}%o&jR63 zDGpI4EI6CD@zh3B7I=G3j~1S0fwFGzjNus;ND1jp5BRfyC;P`UERY3WBb~dtn^;hD zbtad5iv{P6h9ez9Supa=O>S8j3(n*uoyiMlfpJ33+2zeF_)-m`&ey4(mfX3 z5P8uw)yjgco1|mU&9GqK;s+D`4i;RPxXAz1$%51{OV8N1EEp_(vwF{a7Vs&*-gI`c zpp3n)8;wNks0a1RJ&!oEB3g z*>H#8A=RtHhJHr!-3UE4e9Zm+Sm6j8w)nYjVj(uDk$w+&7_xzrxbR}tF*ZbJe~~CT z&IWf)F=5k_Y#7&R3mq|H!(Lml_faNn_;9gwLjaKt->M`(5K`H&Vd~e9vIaIhKYd^L z44DlVd%jV=Q`q3Fws1u&iw!+vh2{rnY+x~*1tN0T5HjiR9fq;tox$D=moYYs$!nft zv)OR$p4(XYcQ&}(mmb;B!Ul!IBrLv)h#w;3545iEaABf&`&K%P~AJv}smf+wr_`m|QwvRl|aEEiX4#9Sef)Ux@I(!2*G03&PfT z9+M01TkhS>f~qarZ6*UuDEUQI9Bp929Dgv|io%4Q(%j^C&zNv+$ohx&b0$<3%&{|a zm=H5{Zn)c;3I78C0RR6CmUlQ6ZWPD;Bt#jJtU^{>La2CCqO8o!Bt@c(L>Z-whR9we z*>_~z>*CtyZuik)<24bzu1WuB0`o4%Br&idpj3 z!4CmJFE*(bu6)?*kl9cRXY67*Fw@a>JWcRvpqthq>m#hb`*bozXIet9)mNW822G+zZWk@vPg zT&jYrLgRe*Usb`$$d+pwg;k*Pr)2Z$nJSRCJ$3hkc@-S_JrF;WR0-m}8pc~QDnTpk zQr)@iN?3~b+f#I+5){Ks!f+o+FrrL;WvxO2`5gV$gPaPG^ugXv^r?W_s)Emf{uOZ5 zO)yF`r~+I9?sEo0D!@ANrI^>f3fNfl*D9%j2v$wKN9`{VVZ0@Ltzm@#{l5(^?cpYZ zpQ%jyOK&15tLy6b84zIGLvpgN5dnIJ&dOw&5MYP5z%stK9ORTu%}$S$gNuehako@C zkh8X2Rozt%PGEoML~DS^Mt=r2}CvhjC{PW1X!n*jN%TLz_H_gukY%X0J(h+_r-iXEXZN958&_++G_K1 zsvHlrT!Vm|YCKp8&|;N-;D9k5KJuB4hppI0FD@5VY_RPCV`z z?1O{J{0Xb&lX$Se+s5Rc#e=J;n1h)m9$sG5^N@OogCxZthpHwqpshuUx;}$}BUZQh zjz7l%pAjRe`yU22J~y2_bqE7OBxki<0$5l~G}UB?U}1y1YvSeYSg?4|-X=rC0shA7 zy_ZT@NR7r^;c~!0x_DB{b5{&-U2(F~^uRz@(2!KS4+ef*wzKoNi2$oF1jW$qc#ZsvSq%AlF=|h9F%a~Ct8W(u0}0%r zck4RH4Df9Dq^@$M2!5}a*zDeh0Tp{z3ta{SW3$0$Tz6q$)DoBryD?zfzUfk;8U_r^ z!eVGoi@>b5PuD5A2=3eZzWU95;HwMDR_>SHUzyR-&e%n5qR>t&9#?cfGw@Wa({${eGiZ9iW4q| zUov0BWF(3~LG{DyEzKAZuqS;?=8x{8$jkahv#07z;x0^v)!1 z!-6UE;^UpNSjaf({GntQ7D&Z*;=x@wD0%8ZYTtkZLq1h>Q2+uA~*16b^5`?NhE+3f6*mX{tv`Va0Cyq15B0 zP|bJ4SwyT1hEyCjTT7LJhm4bBpj;U+btFf<>E*!f9Lv(+l*1{$`FvVOIY>YHnj`S0 z9EL{imaf|nz#!5$xYUjSVUII}bejl(t)U!$2L$kMoa2$C5}>s>%_P3Nf1BC_t;{X1Rl5KA6E5| z*86LIie*|QRK!j$ivC>h@3ZQZzniOppkhMMyiyIxL*B5jt{M{jUuhcqks+69@$Ag5 z8jzx%^=cEZfe*`tR!l|>*s`oPu8P${<<(PR*_UczO7kWpRDxdJLkeZ0(hpFo9t=j9xM ze^i+55s$1Cr$JOzZ$;1p8eBK3>g;CFAbP*e@O5=M{BT|CvNEH?x3O(W)EYXh<^&fN zDltG~D(r>&2?pGFAb;}CYX+Pb;?h6V%mB)^)_B2*_4Vw8qY<~5&~&pdQ-jQel)v#q zCwrOjNLl+S?l=pseXR*1MX+G7WLQm=&Vua~tqFVhn&I!K7D~TqGdT6z2fg!Y2I1o} z3xWO3kkGkz)n&06;w&Pyb!6F4m2q*f_6i$r_D^i!e!>P*f_b&ZI>#L(<02N=Fd-ok z{q!#zY;zK<`WM-tZe9{^w#){Fn@T#tr#Wz4;JH`VE)JZomsAQ=;sBPz<>+94J0}w45Rl$;hl*u`jZIxJGlmV+`S&YfkJw@ zXqIT4(+tDv=a(jPo1tgd4v$X-&0u{X{7LJBW_Xz;wbAKlGwhs;WsOTVL+TEng0j~v zctEb#u8UPzA9v9rxRAfOlc8O>>!i1>3A7%~Hn85W$4DXZ81o8|N{0V1* zo4Hy$9Q8Z%@B+|* z?0R#HiVYp64%TfM|4f4)-{T+ow$nh4hcW1Li3S@j`eJ_Xq=6b|v{|x(3fr!VSv|_4 zf_lir(4q5GP<_7t$x=N9x|{<#kK|K8Y1wHk#DxO+s?RyI+bHY*e8+X`mjK+Cu5VHF z1kfEAYw+6D1eXs>-^%&g2;RPz*>1}Xki57P`&qUT=#M*fD)u)(k=eEQ!Ss6Q&(~@* z;i?Cz5PANatU5SRGr(x;s)fE2sR@Q5HIOX3#Jcvf1~^xG6uI4Nz+Irj|6lHHBDrWF`ia9*DCS)U`$ z@tmGi|Gqw-Xf5Ao#uY*Z&-p#u^9zAjrYz#n+X6U99yl%XwE%9Ayc+H8^Psum3&Gku z4}AKckJ{hMgFo6Xx8+mwz+3S8Hkp=JKxtShIOCHI5s#&djJIULM%H#|>iH}XNqE{B z&YKP=oN>e5$*Ev@;K8cdz7)uvZIsCPmH>w_??Q$m6CreR_Aoy^7QXjB&biTWAH+4{?73{e z(p-R+B;E?Cv5V08vZL_{)x~ILkI}JXI1Jj>G;LBEg+Z#!x4y9#F=*Fi?lUq$I8;-m zAU|!1LnRcOt4bz#)X8h2=W?Y4O;bf~$XzH!VvfqXuhdGBv`*p2hl*urVBS&4ibOy* znhOPY#n&u|cJg1z!!K>CPVv z>Zn1^Gr4gk$+alxm9e#^Lmm1S%~~nBQ-}JW7!6n~)+6EBt0IF38c%-`f*`%jmK4p{Ssa%s@efbBEtJzpxi z5q&$&X*Ug}c=<-Xi=v^#-VXnLV>EPfg+&b>rlAjkfj5r4pd(v)h2wZS9SIz<@a#yY zqlwoJ|I}ycC~nDkv1Xc%x>?ro3E%0+56jv`nxvyF4B_d&vkYXezRw10%s{*phM%V} z6X{Hm2?1M}NCYb~nI*_Xxr0`x-fUu`@j3l2Nq#1}Yd-fU<~ReTgiN?~A7vojpy54> z+)Ol-{C1b|RVLEEoykh@V4?$K`dM!;ulqgldLrY_L@Ew78Ln5F;(Hv<8!jY#%Tz4{%=t)E4%pVNYX0UrFYcB&; zf1Qv~~Go2I&Z$;9Yk6NJqDSj@;*E(-3YYz$+$zhVlk4*|q@7S%{#r1k#+6YgDM5*Z49}i1{2o-UC|8xb26l5&+w%JmM zik!O6-L>_hqPK@bB~%5e$mM&goTwKS1!`Tf7~!KLZ^y82TD(-Wr*HeySRU&7`@8MZ z&P_%8ve)bnEKw+u_gQQRf5|ZrjwR*uojs4uI-BL`X*o)szNn|4TAv4KK|FO`QSBIzkhFPe> zz*ldpaWjfIaPL3wODrT#J-xc$iG_Bnx{mB^W+CCtC!M;EHzTtz|8+)bveD@v=XV>= zv60@)qsrx2c!2U%b;y;TD_sCC|FVA`C6Zs+ZFn$zH*pz?XG1lbl;X4#M& zlh}fe>o3eY#I~T(pL2Xycw14lJ`$1UX+<#|U!GWVw<3JlA1a=!6%7%7&hf0ZAeGeL zGxWPH$baLzl#%5YO7j%mKD;19w=lNr`~Bn+$)~rUAJ4%yk+vI@xL5& z>&C0TOY1iFzb7`qiyZW2tCU~!5(k}Jn~hmr_vb$NEzt2P8_Bh|#!m=vkoIRgrcfFi z1vc$id@8{~Up)+8dhFn!q=wI@ci`9vw;bl|qQyq;mI~DYXPZ$;ox#;TZ&_#nKa96> zXCeJ!3CfAfEL8s4UPW)6wU}_**bgXG%f94i7pyB%^z@Hi?F2)3=Vi&!?dUO>KenX)03Lt#s># z7!8U1l1&uSr=i22)CR8>Qc+uTr}piBDx&$fZninQu5-A1MCLvfB@LT$iP}?<%?drZ z?f?}93I386D5jv>M}YsmECsR7%~rP>P|%}4AA`)WO~}rVqWGQDgiwOxRXx=v^eVK; zE6cADMW5j&+%0TChs*u|uay}S(At#n=sgnx8o~Kowbw31Dw5m9 zHFZi6lebI%)VeM0-iSCE!s0ugbwe91giv#B48!#UhgQ zuco|cEYimo`7`ce5%187gLnuQh2KfZhkK6q8~dU_c9l~wTf%} zk&%mjP-x$t@V`Q7fvsmHR&!83k}bA)oQt^IrliWh=AdE!ow$$hb5P#4M0wA*If%+U zxGM4DIdW>bUr`pGi9&Nz{KEq?k(&IJjM$h~A%u zS2yh-wV!y=px7HEtZsE{412@QSg8e(fJg`s<77rTK7@eFXv})S8+AoK_&^teg`k6DI~$R z>y8O2TT+1M!>xEX@f7e8Es6<|Nde~d>n?>~(&0s8)U>^GP03hj9gK7}!Z$A+H6$Ci3|T6zvNi=D#^eSHq7|0C;{ zelEE8DgJRU%K=089_{x=xj?f#-0;>U7hvy(x<|Tsa7^$(W3XNxSnTsuzGRRGI=RD< zNfm2Q12TnH9wkh*!f5K5noo{Ly31Qcl8 zslZbNA5Ze9@V_aBjUM7H#egXI zY7Y!xU@q7G_!Jcj>PvNcJdavB3O#Fa6_tEEMmh zU1-DMq15!8<==8V=x)*HYD|9(b$@7?tJ$wX%_a)!Xn6Q))~T0{dkqZ>cd9>?zXs`n z&EF4KzXs)bsUhX;5@-lKrC&>X4O_z%JbtiWgRp@|y+r40AY5}6dl66uff!9L^6fJC z@t{0jnpy&VLT^iFqsrh*fKQTCY#Ed-K0A0eu?!@oi5nu*%fRxIT?IY63`7G&q9p|8+<&8PYx5|f%dQ* zTZ;(%@##M{=@OyN5Oc@kI1$X>*lbQiM3`XI^SwJsgpmya)5=Cfz^D_w{LT_#=GNxp zwPr-%EAz`3Y9In}RO+(14H2Fvy&dzV6QMs&>s^mit+8=WKM}_EE~^F%5kc5NSEuG35ga$1?p+xp0=MY1hBC_vaM{gS zj{HJ|yJf%U4%%0MBH8%8w^IcS+F^zZE>wWgsSKeZw+blg-92A&j09wtN({QXu9ID} z^!Kg+vZ*~a_eKSr7H`uDI75Q*MCqUX)g+K~yb`#jjs)|6Eek}gNuU#-$7O0qg4!PU z<1r2-*s=Hm3(h1k*p&TY(Ukqn2@43*H#I34$28fx+)>&iOHQ%y((}#aMP#hL>1(JJ8ZPUunKGi zpT0GIR|!)A8z0AyRRWLP(0{!Xl~6LVi6UuL1=>drJaVzEf(^+-!#VaOYY(bOYWLA0kzQBNh{AR$UES2wMXN7094&(Wf`7L)|x0hCN-^nkDv; zVg44cj`Tq?Se3mP7f>fdO~ZYW_Znol#8>P5B8Lng&%9Dy(;>rl`Ll(3H)}x0EcF`i z@Hzz*jY3CiV8w+y@6Nj#SS}Q>eqdM&*JKx{?(6KXk)@vCB(5Z& z4%kGgY~?p~pjGnEOW}Dvd`l)@k6o&VzL)#*Rh$~2XW?qmluRQ8t_}>)BpShDS42W+ zU?V)VB6o~!YJ^`;3zzd)jUa(JaK3xI2^{F#axAq0WV3mEK70e{@Xhce@1VfZ^o0nD zAq5_n)Yzx~rNBR-zRJ5lC~$4_!8X@Z$IHi1!-DWLiz|5__HT#Eq2o&U1i*5 zCV&P(ai%lZYiS@Ozfe%Sj}8~k?RQq)MhA^7)e~vubhxM$6PZP$!`T|;rMubt+5{J|Fm}Lz@Y42KQuUbC__hw9Yn@mj!XTH}bP&SRghno}pdN0{_HA zTUwi0z^8U=&QP-%sK@jC)GV8!C#RSn-_#5%Ap>zj@0wxUj-ryG#0JAVe3D7m+2Fa0 zqtIT-2K`J;3&j;SV1!&lZ=U9WnUc!aSMeOUP6)&HKH@<8S?Swle>gDxV#n{!?JW@W zm>lDMu?1!>IDO8&-va#)EHYK6TcDixL)TrcR%nfrqRxi5!o^G9p(>;mbgV1L8)>a@ zLnc1ug+Lo*JjrzSKiCGJ^PQ!b)@`unSkH3IZi8*dO7>o$wt z22|G&hpNdos3`SQ=l<3Ps_OExUYhODU~<{_t5!QiS?yl#b#90M0RRC1{|r}mI2CRb zmWV>iN{Nipkc^C!IuR){BC^W}X_!frO`?=h_TF5wE*JMY?sTt}3e_)3(IgVm_Vd^K zyyyGA=bZCA=R4=TcV0br^>OOM%8ga8ETj8yEq_wVVoV>N(YkWO!L<(~Uq10z;ogTO zwSGS3=lamPNp7#1XCMBPY0UWU)rSJ=Q6YuiefVRNhqYkTheV!PF|NyfxKoK-=gi%Q z79t^*LZ*HADz8SC#oLFD15Y%9`TB70o5z&6iC!c|X!&cr??v78dv_J-y|_~1^WyRk3l+?pIn#v20`+ONtA*u(7*r-sg-M8&{4*>Yk8fqvSKm*1J7jsAywvHu9(o zby6NHD%y9U_}oBiopTpXCk**n?(f3O2d2v`=`4IHFRA8{$HMWqX;$~mS?DgBAUS5m z!V}Zi4Ug<$p~T{Lc^`fj8U@yF2^3`EmhwN`)5%PHuQ*T=bb*NlKkoE<`7jYZZ6Djs zF|hP+uc7rK1Fb)3W;&HJ(D4+nvri=hFF3v}a*kr)lT8oubsQKtbm*g>2R{RwYR%4l z9HXOP#=blHt#oWCXwNb}N5{)!?sDP>>G+rtFVVGgb0<1H*Hy2LMm!a^mZviTaWbw*OXg_@9ysz| zJnTgWN>1+H@F=_kWgfK_`E2VzT7HIe`>qbmthl(Fs?vcw%o3{811LEE)gtQ91`76G z?4*#TDEN0>_O`(eGX6QxAGecE#*d!gFJ9>)V|e63#TI@tj-?QLB&ymmRw(RX{W>xp z?G9?FZD_~zBffpMr`j=Cu|>GXwjD=f@oD9QHVhoE-~2nP4S5#m#rF@iAzQ%4`~|e3 zYKyy`s6iVx{76dGJJyC)do=c+{@9ATEe5;v6) zV9G~>{YRQxkbIQ0<+N1`ZYuTJ!}qlr7rX64iszc~gxNN=LyOIrKQFD%acRMXI~$FH zRhn@=t0HJ4cME=_3(9x$wxDn;?SuUjB04eJmHCH>m=SVcy!izY=>qY=UjvCK87o+s z9ZbZPt~{FzuM@H42PNQ3I1xYYzvL8O--O|rW4(uN5^+i7%-#`F6Bc~weHKq{!d-fU zhqODJkQkLZeEe%8ip4<0uenCdWRJ-a78|j2aE;}e-;Kym|EBtOXCrsW}!KXZts(Mtu6090mQ;!iV&A$Au zt4Ft{WY?gk`sMzq@Icn29v7aK{%s4W!?T%Nef2EsG3VM)_tDrm)Sy$- zmn*keHRu>B5gyuKgQb@wn2y6W_|xX1Y5YF|G8c+6ombW1XuwLbMr8sj7#;got4Tl= z@%u|_L#mLE7O8aTC;^M!9M;oHtU?|QO8mLBD!laUO5(=6Dm0DZO8PZcfiG=jWS&e` z;KlGucDolV&@j2>*nisPSTPwK`oXab9d1-viARvnEJZ{nE>t~gVS-Q91`d`jPj*n5fa$+v}9es0`?_DOke{PI>#G8ei z8g_5AJd%N9-k#yVBOYM1I?doz#RF_zStls=Ck3NE{Wb9 ziY!m`vHy`hQ}2b(xdfDDPg15!p_uQ#FlnnZrtByQ*mI^uVcSZz} zQ^DqlRF_aeD)2W;8h`kh2?c}0c58Yvp}U;4PJJ*N9A^}zr(fqnNE+9N9BMAGY}gsw zigTgoj(ha}uLUsid}PvhtN_HfxA$s%Dg?vk)f@P*01hNS@{q16072gM;eY#zfF?)# zI5JlP+WR{wU;dRs`PMaM`zK3bK#u;eWn%@XpM`+eJ1e2LgLPGVLnX{BIQX^lRKjrL z<`vWZ<>2+1o40Od6@0uWUG;pX5~QXTLnn3+pnR0EMMk#Pe{`=- zQ!`jaj&6^YZGocQVx`+vN$}HnEJrPy1ZxyQF70$1c(`uc6TxbOv*M1qZnxV&utYHa z_`f!YpMTP!yM+w*nq_rF9+2UoU4LH6S_;ewy{z?qPKFINiLoQi9gtXHsnVl~aQx~$ z!&+{H0~tAHx-y+0o_}Nfmun|v@e9yhsyabL`=hpuB^8)!9=~)fpu(Tkg72QpQUTMs z?BzaCfkTPA8b3+}&v`lCnrBq#HvD&He=-ehdXgedztEQRz5R8-m=11-!erZx=%CNd zUb$pIhmJ4{i>vx{xHIAn{DG_GJQ*SVCFvM&=hm#_GvbD0Uu_APHrpD;l`-6-kI0240f zUGTr;#e|Fz!(Cw>Ofc+PzcZzq35WgO3YV~%5TRFW9IDKMdlJq1*-9+1-J@}skIn>s zhw!u&J6I6#Q=)hEcNU~fS`^#QvtUoMi^f-Z7I;=~sy;5q0?1gi^4tsy)c0rQ9Bf(k zXT0^V?PeCNpW_~A*~9{T{r9}=Mi$Key)~J)fdy8oCQWPJvq0b|4j&O`f&Yp3UQ{s_ z#3}3~>(?@YXIefo={OUtPbAYEqZq)eqjv9>#d6%T8}3kSm_U(V9d5uhXxZfhu?(^Q9<>VS+d1{ zRG?l~@17Z<0`IQZ)t2E@$ehn~Xm~}1Pie=JpDf$6c1_HsX3?O}F7~NpCJngEaA@ip z6~@QYe2)iHVJ`8FSCb?aw50B6{RyPP#(a}l!vHFf;tnm@`B7nmkpA`Wm#Gl9a7gxe z_p-f|aErpEf}F)1X?&Ch5&X9d4h++vS#W)5UpEa}%4g)vr0L+9-aaoRKnHuSOGPrR zbSRO1rOH^rfcB*fujr!;F#qXMWIe?I10`Xd*1Jr&5$omRdzJ|sz`8>J7ZWP#6t_Ji zGhx&GZyU`qCVbkTP)GXB1Qjj;ZoW_!oZk7YNZP#%iXINh@Ac_|a0$KdU3P3h2lJZB zXKawjg^uNNX9%y?PGLiPF2QKn8 z94P+K1D@r7=YPEG0V|;aL#v4%$Z+mGL4MlOPKg{`&bXWvQ}hgoaup< z(q4%d&OLD2g_+d!x*N0)UaFQ^M$T;SLi%VoOdNZCS$P?E#(0(geANx=ro_LB%X~z{ zVZYHk4zN2ayjOkTK->1dVD@-7Wb->)rhM!M^JMq5y9*o`7`p66h~j|!@2+cq5;+iM zF}`Y(6bD2;`}coq>w>flj~Q{3E=cfJl-gz91z$?@wE4VP@bj|fITdyn*o?9a)-B^( z51Gx^y1L-(iR$DARu>rFwKJG!cEJXdaUn4e7KBTw&FC!SyDz3&^F3McZCLiZ{RI{{ z2g-A}xLBa^UghnzoaO(Jni=|y$OIt?!xe3#ObF&1w`|j4LbZGN!j3IWc=pXjhy9!m z<$42g?{CxL=9iQ2sZ2V2)5%fO6=T5EQyn#jQaU{O0WWnXXz>1Q&fY{jI*fcYUhKb2 z2UjucXfFm07GDjjeAZa5JL#Zx|8~;AXW~Q4%QrMIFKOF$_Bsvt)*jW_Aw+{q7C%*o zKU3l1Q-=s~3Kh=&s2A87ONC#n7W*GhQK4hW>*|6T6%y_rUPC5y!oY31sM_gH*lyA< zWVDE&t1{9Yqk*8eP4`r|M+ay>Qd4}lqXPz6hWz`g$*^xjtC0RzG8k;98(*$gZUo}})Z7uh zCfGr-m~Mb37}j?#NmXowjW<;sGPgED#MWOIJLDTdNYJr5?m+`YGAdHPr!CJ@^RvyA z)eWHWGwj;v_c|D!tT>s%*8qx@hDxtiH9+9)XX2dsI*582tvhnD4$2nwuW!3l2kM3A zFYV}i2#*~O9*}+X5MnJQ4nKVS5HhyTTUWH#K;E}+{?J5#gD};2p@jfR(U$v;wGp5% z&^1lHu^I@X_gza$D?y+m|A$^#CH(lT<*8Lr0jE7Sd|%3|0Md%9CA_&6aJ1g&#Kn81 z(9~P;Zz81}8h`N=XWT7^_J{)S9ka6gQawpJw(D6;Le#TD^jT;^X=)*AvrgxId#?tw7k zUh=+_egU{5a)%`T(L1>EDZF)ga`3!5?0wE}TeS5`_#BpS8f|$hO#SoDBf+}l3Qhhz z(g&kwIm8eQZLXym3`Jn;jnv2b<}sM2vpvt#ED@s~J#~ztC!ri+C3$;m61vK-?z~W+ zgp6+o_vsLl(BO9mT|q1vfB!4lR(dB51=j4F)4rRAVt?~{7kDzT%vR{c;OY!q)tsDb zwJrmB&hL}8l+3`j-L?T|?qp-t>(NJ)^la=uUcvjVC>wYGEYp>9%|-5$gZ4b_*_i&? zc=O$^Z2a?Qn{WBeT-4S2Y^8ZLAHP*Zf8Ao0j}}MwB#4~NN8cc&4ZN4~QOj35V&+;t zZfg4;%8tv&>mMoM18;Ki`ay}3O$GVr9Yk0PC*-4kRLaTp#6s-t*zUUIS%ewWHHW4y z6`^+co=(@?LbU%guvx3P5N+fRF?lKr(MZtjl5T7f?)tPgP9m`goA|bbcpfOhpMk|X z=k-ePwv)Vaj8O?*38`kcn3iBwxsvOOQzh8w>mKN2UxKlrx=HM_CCGA8?*PvdvGZC#3`NhPA%DrMM{H~p|zvkW~4#ItstFU1!1 zL}RK?DgMzj61NR1#qM<%pH5#dMWdzN=VPNwaf`{Y+9{_pT(QOoKD(76^`-aMaPKla z`80NixL+A|+8=AEyjq6R{yKXPhLz#!`dGO~F=crD@M>#CQYre|E16Cvmtl@(+?v3Q zGQ7IarTj-;8E%hWF`Ih40#6bXRn}Wn;LzJz@M|c;M=>V%K9kBYWO#9fJC-4Hz(MTS z`3khvoV9b-tHhGAQ^J3PDwcJcU>Ruz@cCPsB1K|XmcN=be zV_Ab5!sQt^5(xNKVzBY0~r55+(3VPn!TZ_bW?hLm_5Ak1wnOgUghnN`3 zIpt|lhfyxGVbjfZm}GEvWQSE9s+G>G`kku7=tI{}ev7WhcjJYY`##m9Lz>U`OP}k} z=~$0i=43tEW{CRLPt~JZ&7`m6$p(C7Eoc@c*@z-D!gnd5jVN_Bg3NQh5!nmVcPE$m zO*yHknpex`3sJRu3!3nEwkTgrUK0*Wln^8THeuwa`G>b0h!~o2?9!rSGiqNhX?Y*m zjHlmj(GwYH#^N~NRq3}{u)>ji^-@d=x+xQCNv~Q^)K5VuNQ;F19^6|mPm%D&(m#vN zBdr+lZXz-?s})oJomP-FZNrf<=}mI~+K^5ZUSa)xnFl5R>nUkR>+9YM#^2jC64+))~7fI{M_iaDp5<-gkazs>;W}C06b3 zPUCcaealsm%9Lht@$ z=OsB7D$!E+@BjoYe$7R%XPPAv*{!oV}p0haD8Fpe|2vMo2QrKa%@_8=_?z%tPfW7 z#jr8`m1lHB92?CCebv?C+336f{JybU%W?57_$4K>QC&mwm+l=l?w39H+QgfUvxLmt z!h3AwmYfQ9N@1f*Nb2txA2v1}Hn91^y_|X&|CqLs_1;`TBoF0PJdRC_RSbDFD4;C3b!x^+D$pfYf!a1|MzGVpo2 zbdRAC1C47(-P`vvuxGhbP7l!0&noRkn;{)PA+Flxu@F(I&ekj34O&v3Yr_=w+`iy(a|vKjn_;&>IoTrUQ{CE z)lIg>=?~kHt|?`)G}MN)()C?Qe_B!cJ0EK}x)paE8xz?`Afe{7b6fh;Nm!>ReOkl0 z1+SGpx1Wk`MyuHs>jq1Sc(`eL72ysMJ1x?(^GciW=jgSOnaxdj%t1HWcv~Yn&o-!C z+}eQVR*3@D)Agu8AK?>gtVgbW6Bpe1>aptY>Nl6Eb?9qo!1wFmL#$dmFd`B95WS_1 zgh~`@(A((6*Vw#jOgy|_Wu0gh9?r~h|KM7QJ+J>+%p_N0lF5;lWa)CuD87}=Z&8i~ zBWFKJ4A~dJIbJ(0*fc7Sq(ozBi_|;6o-urwu zp3oq;p;r#_x^VjK7Vj_5TOVsl#dM6)Z8+jvm4Z5+8Wv_!_wYgM;`MUzL=1E-m^nNV ziy2oHP8Oy`;P%h$cAgqR*vb7z@lApu$|iViC=*eIA9o%c-$C#Oe?_N1$xr>D`7o99 zr7{Slszk;4tm8nXRj6Rox?AveU8LR(k2L5vtum^8mTN#bk? zWaZCV42_k+MO*E5w=ZQN5832g{Yp@I@TWOav=UqzKbb4-tA>>e(|pRS32bCoMeup!_F?OZMi_=Xd2^j{~zS5uP=LVgSQ?EIynVL}3LZ|)3%&Q_>& zb#f`IZH02xbv+i!?XZffwdQ;y8Pe@#Qyz-8LwNK-%{N{Y`0by+^7a`Dn4BmIQ$0-q zxpg)*cg-mv9&W)Ec#Hy^Rc~xbdK5tGe8PzX6iBU2+@`Hbfu&5@btyRrd`^pD{^~+U0}ENEO2NzM__F3`010fKk!~8)k-&%~!_q8l264BH zwh&q~v}#%H9F}Z`fx+8Lfuqg91hOdgbu&Ev_A=E$wi)iVO?}%S-3&VQjW5X?m-XW2 z;Im@l&G2O8wEYWnA_Vm4b=v+Q0x2tMCP|nCa)WQye@-KT%F04QWNaHeqwoK*ueS{z z8jrX&e{6#--!JaVHfV*PK>J&4-wt85_RpNg+Mq~U>#_zi11a4oyzpZqZd>b1!lH)n)TqImp15qMsQshiKOy01`$tzi|$AdqWcC%Z6*YJo~7Lq_Hyzulj zHVOWn)hjZ3OoGgk;OOBI5)>xOmxj!cz;u+-Z?csH{{sL3|Njh^cRZC}9LFUUO4%tS zN=cMeqJABfj8Yn8ln|k^QV~V6l8`+rGke~9ac!ULUh5K}G$aj5OT$P;`rW_Yuk(G* zd7bBZUgw{7nYNSkKQYOU06;kgrpUP^~y=SXRi0iKpAm! zn|&7-Tt;HYDw=(_myy}??3mLdG-A3hCNnOnoLtZhDRX;TPGr4}?1c@=No{hEeQZJ* z3AA4v{rY}6`K2+mk|tYDe7r7eZ0e(tyQ)8`5~66tXnjwgs1%KCZVDWF=SL-D!)Z||{@t8Q#@ELET=XxC@GLRv+PgTL zh~14?+O|BKlr7k>p6_cWDPDEhG~j&(@wQs`P5D;_xz>7CM(%q$SuJwPOYPo$vL);8 zzAW4)i-Mk$g#BQ%WH#Mq-!E(IMY=v9KC*GBl2l!;+%YcR$T1;mVs~ z{sgTw7^(8iaPy~Q@`Hk~k8=hNr>?Wtn90EXM#bd(q)f=185S+tn1wU*^1jtvS(pyu z{r#vp3+s$Ky+@66QD=waYZNC@KIgMdgG@aRJul^S<&eEkN1$ ziJ4Ja0cNbKdPeD-c7C$ctGGf~PL}G)CKqD8{9AebltR#4Y|2*n6k*6er-!&hbE`z#U=BY{13cShcPdI8(fn?3#ZG9GWv?^sR zPadXY*Y(qvLqY`<85VOLk8ZS4SKRTgaO6ta-GJV3^Z!V zJzqA>fObG`$PTkc7)tC~@A$D1BlXAZJv5k*SXWx;NM)kAhobvKkcDf<)it&#vryA1 z*w1yC1*E7lFVwKG@qEUFa4ieFUROrD*0FHps{ZpO4J;gc9N%{QJ`0~?9NmvMvcQ_4 z|9P0o!nY%xLFVZ!2sIY+-PB-#*Mzs>BJHETq&s?Y}``;+(TiqnCG%<9jGedF6Ts_f#P4!_7^PEz9AW=)P-qOF2Z=c<2B6QHI0Ada*-R zG%T-nW2XI~;<4+mQmr5=1UjqSW#cJ0Kb*Q+S)&wRPLJii94*0&lUbr%W(oW+)bMPH zE`r%|&6rn)MNs4Y9$TtYfDi}U!bXw@+Ty3l&YHQ1BpSg~sXUy@zfvM+n~fjx9~iM| z53xmpkKyw(9VJ(nc4;eRV3nPqp4^`YV1G1v9pIG=?o+0E6+_9$iE9l0v^fDn*?~fQ zXA_WQcXU|tbPR?&p5@?RINofPe`qp)2cr8j&6i9DU`-!UYx;E!x|h$-9~!iU!aol~ zmkcYkkxPH1eH@9W;DHC%GOmz$%V0S+^$OunsT8(NzD#O)cT!jC1`zU0Oms%dpA3mu z1gdPkL+As042Dld5%-sOzf9D}khKpJ2jY(;lD6-3s;Y1tX*X@1kvow@1Su6O)OzEH z-(T0}MJ|u{+(QkmGYb<>>8q zKha2?w{l6$caE2*YQOfMqLMiQq0twYsl?mRHGg>rg`5(-pmJ>s$Ik_}+Wn3c63wU7 zCZAM9UJoAO_r9J-;&xYWT!QYAO&r?MtUrOUMbt0cMpYZK@ zVqHl7*?2wf-&;cLlIRu{=SxZ1!z*Kj&r3*+m1KsdAcd?N-cr`QxP%C;UZx%~SW501 z$onSTDIxkyxjR<#MDGuc1TLDK8h%qw z`Yr|}`Sg{O#R-#>*LupyzlB=6RJzKESk`f^jV(0dEz@N7sFh0QO|??6(W`b;%`%5~8SGM7O@+aV&j_&LO!Z^p!)&G)8{EwaK7UWGOk5uFY zOWZTasrS9wpGMP3xTe{9d((8HK(@Yd-JV8rMDEQ;4W*Ith*TMg?0ZC_U{=;BJe_>v zPpHX^=`lJ=cvR@mje(ZF>x8hhM4~t6}+wfQX8`}dseh#5JORk~PDK0VkKo~4}9ff6%N8)<- z=NIuyBcW`#eomYj0n0Tpo349C;Nn&B4M$$Zz%4m*>f@6*d`#V>k>8$xU49?m2fnz6 zr;=R>$13lk-|&@yTImA_zP=FEk(Y|L(=jSz<{8LUYP>#Vnu%4Ho!J(LGhx$o;E=U` zCVp<0I-RTgkmG^*Ql(uFaW+;&in%=-FV6ABj4I?{_vb}+=At>E%rewcr*gnwqjY~4 zJ0HnCRN2!}1<-mpf1|*t0P;I`Ul;pY2(4>}41%r~LF>1un!-p4(zDpFQcjeD5*M6! zQlARf%8;qmUQ}%FU8!*)jt0se9`)bUGF(pIcJYQ+84Nn*`HYpy;TfVldS|2@jsor} z_L>!#U+rP999e-C2PWNUC+Tp_I6~*Er^A|hG?Kd5 zt4$SLMC;}9JFAfTTkN?ihx<3%>#Py0!L8!z%%^$PII&P*&uBmm_IB_4`7^Kv#>>`4 ziwD=BS8~@L^N<<{(Mr2bt!p7Af3uwLQ7sM&P%CMjwK$rV>Q|RlhnL6xb=>W#MVZEy z$jQ7q^j~|u#aOH!q0*NdSu5*tH16%Kp}=}b7cN`n5K<5OOQdzXOg$vLZ$_`SYCuXr z-1*Pp^>{u0WRaRp15BN-Ja*vl=Ume@kJbhxh&?)3x)}(Z?F%v)2Rzr_*Z;eL0q6b( zr4Bj+ZHx1`hw>Qk?|T~ZV1|K-)&6P8o{e}{nqqGm+z7rLy}`)ZMtpl-o%LLwi320| z!yYss+tX1ZjnR zf~~A3tl7acD;3>@Bx^kZGrndlQ&@S3wy7Blo|!A3ztW6IP423Nqs>@x>$J`oX+hoZ zV^y6OTM*X%+R7xj1$U^9b{bbQ>JqcE#V?&PJR;SViYmHjHns)2wV@V{PQQoLleNIQ`_Izx5Cs z7klc2Mfuv{v^Q_**s*qKG#c`)`ozZM0f|zc*^obuY?V)|2`)4?PX(-`ZqyYkB!iK>W|NJv7wlDFj}p) z4LcrXNPqEc18E2!#Y_< znE1=jZ+m2_5y#r&w&k`rB5Q*hEOi<&zISTpW}!wLS)I@OiNZkG(Bq8~gADkz7h1R( zFpze?Vjy`11Eu3#(?|CJ3+U^@y-zgY9$QE6D61YxD@#|E)zrboZQYX>9(CZ$?06Sc zUW=~S9hVo?*Mc7IKAj^_11h6lyvd~o6HYnug~HW1#Vu9%_;wZ6F#a<7?o?uX;=UV# z=PU6io@?LUvvgckHml{=r6cLUu(a5ta=5&8cq_260(Ogdcb-cx$MBEX%NgorSh#Qd znWkzQMz^J&3)QD#c-<`x-T^AqBx-If^P^yX*Mj8>Bq$J4J@Rs^V=;#Rjx{z!6=Q*c z;m|T#F(O)D-Fn89%URGWnBxtIe)qHc%C~l%zub+))E2ZQ}QSd zf{6Z)gKOnIVLod@L6|47L0mL?Mrc7BjfYhIOeNaI*l*}cZce2_UNmL9@SIhj4APWAk zxv!myCzjb0i<%;mi06%}e1G+L629W)lGgR{#9Yt7`K4L};cAXm3zCQ+i(j!@p6MkK z+D*qy*L_JubjdpViskV{eAz}{Pvdyvtz&2Yo*GG*OMYKky)%kJ+z0xn)%~?aqd|5`2kbh*9j6gWTITo+u?wb)^5|z%aGp? zZ~gFC2y7HAWLc)+aQACmX?8sv6G&KeSt$ZfuY6~x8C-+=o|8H&>@Fb6jB6m!@)#)} z{j}@Bs2$o4GtL}WF+-bsIR6flf?3wE;DG;2Ht(|rY-ign_kH6A3aUXTbO9?|vnQi-q~qPHJgkPP$Mxbt@e z)A7#kO7_=;RJe1zefsDq z`4kV)FPm(fYm#x|N9GTyuC`nEg5k}(5w_b?<`6lY^7pI zu<4*w4i&Q}R9$+cXq?r=^cfK^LrGZTH*3B!^agyoU+!Cmpm)z+j5wFUbZ|+GQ$MFI zw4+y#S&pW1*TWlSDqu35KHu$D0Y~l&YDOw_ls)iJR~)2c@BE&y$*Yy9NnJ_)?@&Dk%AOVT-}GVN z%Rz1dxsMDaEIwqj_5%YN4a0NA!wht}xc|o|*$AngCw7FxTUQjRLq{92-my~iXhS0g zBxiIgCK{10Xsolxh6$5;n_G3i8$ll}$P7BeL``+L0n3i#r4{iRi_bEl_98e>$AJmq zMmH_12Tbg!_Oo8x%Y?{^%8%9@4!MS}T;RrnS)Hnu)eaVBE}b8lb6`P=XN{9+6bqhj zkesboXZp54 zmH&C+gF7wY|7~ki(B1;){cl`n#adx@g)6DFs0Bs8aJwxIK~!G3*C9m{*B6%$)= z>dtbJIJClj_WX(Cac%IN;wyTNHZ0nwzO7uEjj=A_oX?#6apApgS;I{>XcBbKfE+er zjUA&t=5q4JV#}Z{!E6jXy?pIy2pf9`SBQsl@=5cv%)T-yHd>ccPFJmAL+YDfmFZj? zB!@Ld<^Q$8dg$nC3OA>JZEaI#QX5vRZgEygYlDcX|9o6v8%|g#Qp#l8P}(tU9M{|m zY4v@r?VR^r-xS`tWm798?LTJte{X@#;d_0f4_c5p`@&_(sTL?{|M0k2){Hh|rA>FD zoAHmio_#^F85bP%HHT!H;Th?3oV%?Fr7H?0xKf+Y=R<{{Atz5B-*m|GU=ud1e&V^z zs0jwYRw&g-KPHY%EIYo;iHYr#e(vwRnJ{quCY~zJMA+K&4cS_aICaAKzS%DZ&h|z} zEPcknhPT^$K5*9edEyRl2~PcJ^~1MM03ZH>OWGcQ`JUwM)q%h!>p`z+&VFe>(zgAA zQ$4bm&luelsmHAi`@8cG)j>ny&)fJ2PVRrZNiF7ZEshIiY78gTV3{4g?b={9!Zeq~ znx$94L*S;@)^}ByI48PzNpvODDwopfs&w$Kv}KK)ro+DVUU%%*a`b+x>#&_GgGUo% zqkdI6BJ7hg9!{2H$C0P5p*7_gS*k#p;V(za__|k-%gb>=>$bqFAu4SDS!aCEpy8LF zt=3Z!8ak4${Z$vHfoXZGr67a~ouvPcp5mtB1=V_SOa~PyMU0$ppQu>)_gSg)1QiDk zC1^>+(2!rN*r}>Tf&JRETF<#k;QWjy+wDRr49(`7N)##R{z_U>w2Gjd5tII|q!`a0 z=sQc47vi-gQNRQ3MAx~}jV>@%u;3zT_s9u!y}uPXCm+KgBH!TnQ$rC9FVjn69&rEi?ahM zVBQru5&As^Q7Xb8|IMX<--1Ec<4?uChX*FySEk~Cv*s#?b*YGaCfP7t%khrFaUO}2 znW$1I^|P2tL94Ii)XeHkC=3=33qH=k8bvK`P3sKUu5uog5y-;Mfe%McCgq@7JH#a; zqX6q;%%AUy6NgXV9))cr;=K3OWRD&~+Or4k&* zUkVcG#yBHXip0HZB!*;4F*^`dr*NngY}4P)@!BQuQuDDfzgYmCHPSCCFBRZw#K61I z@42`+F5|=Zp#VLbvmSsa57bj3bxPL@pr9(zX5#vA!Lp6j%19O^gNI{qLV_vSv? zs$9y3%M2Edf9nHcuZ>8i__j6#FKg*-LClCIYJ@R+vmxAgpn5iF5g@NTd zh2E(WyzduUtRzkYuYYo-;adtUi^YEXUZp@zKK0{3c_|9^-|_q0TMU)V&pVE^mB8%J zlB;!lDHsyF%eU}06_N{ht<96DIKV+#H0)j50{}& zS~t;Ix(p(&9%HR zvzrxcOM@B9@WmmqG8~_N5PmAC4EvSFy)XLGAo)*{`^gU)29#Wn{M%d(qrMfvUbibS zC`n^B^1PeLkqsaz>^uxGPpe zyXjsPBflEX1^e>U1gmk~Q2(~LYAsG2Els$(t`?!vOz%BuwP@lUyc?HUhh?jO$<9jF zL;G=t($lzl9Jy;uqlVO@_l23XNifIj_m?PtnQK6~vX>z9640f~mGa7q<8!BbCuZFk zAbR!JemXF)=y-R_<`f2MToUel6l?@{%KC^B(ufN>ZY=q8jX3vL#UP-g5u5DyFJymg z#GLYxldHX$aJ?h?GbezFKa=I|&evIZe^{}Bn{yBSeNb2E>NpEFinb>M&NV?i+RP^G zT@zA;^GwCoH=~>F(X-U08C=%~o0bMOdi?hfV5qPj|PV`CEhj zlfNy9`|^X=VyXp~gx06Da6I&SHD7iA##V$bKFL2F+lm7UrrRw!OjW(^n#Jb$mG54f zAXgi98d@C>;ZX5FB>%i~8;ZWF8k~FBh70#IuT3uJc#`YMX)ZxF>^~mgAtA)Z$^SgQ zY!PNd`%&T!RS`B0=a{H+8?y0T`^XzN4nKG>94CC)_#C~Eef|R*!vh;nzZYwVpQd+e z!18wF%r~k1dC-phs;zYC@9i*sm_)mv)`7e_L3?fW4)o*Ce+%dxP+FI)>GQ1va;ZO4 z<(wYDU^ZVxDee*eJ5X^|srM1$+}Qixn9R85+>uH5K^btIo(+u2T(@~_BJvg|}jk*%H&wG&DsMxNE(o%k6g zU)`eG1xEPpTWiI;pybrKZCgnf?rG@FEYW<7Z!-yj>q8&owSS7m7UpAgS?}Sy#NCbk z2FqP1MY>@pIyMuyp&S1L0096043~L4R9zg0r6@$m5+%`MiB?5X$(oWSLfSXUmI|p* zWXl$n7wx1?mdG*;zB6Vp#xVPsB&4)ZDWpPr?_ba7oVoYhxo5e*=c`X;?lDm1AbT`n z+ay7=l<=ZQGdM^;?J>B#fsHC!r61=$8+n)9XmU|(WTj2lk&a=bT+^7{xQUIj6jEoD zEgN#eqm6OP+1T9pmu98LhI`pQsgqgln10EwwZ*m_7w&|3Sc%&pr*`w%!LT+w>vpkv zsnZ5CpKDc#FIkuv5*@C*z=B%cnjpQYR!qvfKik*cir7LEHMf>l7;YCn>AT*FSwnu# zi%na>5Nq?!%Mkqsmfs71!^HE~E#5BOOoVuBjCd2ngxc8|X||V`I40q`%V`@EzMC_Y zQ^pR2m^?<=G>Da&@Ko^8?{Qco6zXhGwOnh2nd^A>+DSTk-oL#g|CEj|Zj4Q7o^(Vl z-JsQFPe*W?X6&_E8f@mwEV@xlgWt@!BP#c45Nf~TB+1Y)Z~d6Va{mT|sBg4Llx{${ zi1~f3ZUf?jSe3~qsn`~}WzxxniaX7}pQKMvF!?F}bsv=igTDrqUW? zFW0u?0tGI!uWa6Z3ow%#dpmQu9u~n#rHXf|5S9ZS7P&!h3wkwN_Z?@S8(xe zCFVqn6nyh4AsRksv*Jl5mR%K#dY@M!V@9;oh++kNCVbPjSeN57U4 z6$tK0JZ`iPjeC?MLdEXeX8j6mjmV8+5Z9H&W;q%t zRN#EkHlL6$<=FSooOyFkB~H}Txhj`cA@okkW@^7Qzq0QoN*vgO5x(V!U;R9=&A%KE*iD<8gUTWGwxZH0q!M~IQcEWTDu66z%)amBVu+(>*nFnxIy+DAmJIN2)1YYR`F{7?nsW6E;tnyU~QZmm0UuNs~P zlhZat)qrbwa%aLpGWzGXjZ`?35wtM*)4<|7$Z}K+3{>k-$jK`H_`MFf$I@k92eq{ixv#*t;2@}ZqaGPK36H|{Jndm7U|XPkBraO!)NwCrTc#P($AI?oAy90n!aeA}>-9FT2yZ?S9pPC0QDqcoF!WDEKnDfVltsUGKOo3N9|% zANSsv3ehgBSLtIEtjW7n?eLm{kmjBL$t0Ianpok-{439#L$BW$O12-?JNWf6KOWmYt2DIDaU6BW%Rp zK8Nk2s!ce(Gm~1Y*o5Ps?sX~MY(k;x(1pFcCYU*1GHhfuAw_e?Z#lVUELe43-#?`p zxdA@{wd5H%Cbc~@ScZWxe$*_jBnJ4OFKWJLFpxBO%r3l%fq1DHg=usK3KTPU+e@}U zT|xLXYl?w+Eb5E57g|v2HhsMKYzsOZ%~12X1#uE?%+l8_*m^AbkahwS>h)Dob%w2| zermjN?T%KwGu@rD(x(;87HW+8>Q>zPcg4zFh6T>qi8|-&ENl!2eOs&1hIP+n;w+8Y zkh||u{;VHupe2p+HRamzWQ(@ur916lc>lR%n$V6}o(3wuCGD8!ZLdY1%Z8_ZSVD>w z8U&4WV!5v|MHwOXFM;h;ia?o|{Q@@yC zfsv%5MHmO8&x4pGf;PPzQ=4-fQ2Unt6A`S4_+FB5g9AIwG+C{i9FWWxT`48_aZn?0 zyq^Q#LX*O-`CJ5=mJNn1;G%NGtB>}PgT=-}tw%m_kbK7ak;_6ZK6Ise4igNF+`jj^ zHW#eG8d}jtE|#21PkFqXi$~wtFZ4XP2qH_VC?<2U{!#yWJAzpzXV2|;#D!SvHajPY z3;iQyC-yz$;%2wY(w-VFM*QE@ogd)hTK>o952!K>Vi_CLah!X|GwC zHYURG*@dNpJP}sVZXS)IiXdJLQIAIc#<3?gkUR!d-@_VFEh6Ldu|n?$SGq@!D=BsE%Hkh zeik4+c>GH#O8{e*&-BIj1bCm@w2X6FfZ=C5n1}6&`Ht;zySz|N0$&;N&uo zcRZ}0TFDZ>|9P&w>FKFQ&L^J(YG z{%ag4PDLx(#&VEoZzvbAg@e|ZsR!meIZ%77Ibp(QBUx?0 z(amfGNN9I2FK$QK>wTxiUhU|@t~ktY0o=R^9f(Tx6R`!3J2CNxgoe<*m{g!k#6 z((H#C5!z7f;IzFF!;5cRkhW<=@8GeOgZqiPGUvBjn+6>VOTQX8M$)mXsZg%;ISm)J zk2*hILPyTdoE275gzxUR-c)Qy!?#~s-+k(8z|C@MVy-p~ZpvYAbPhD&sNDC)7lTyT z?Ff7Hc5wq7w^u7<|DwX_XwGQ`jRt&ooZoifG!-`kD+MZZshIQHwdu7b1st8=s#`?; zoJ#)i{QYb|!KuLKk_+%=ci~{ma2=ksJ-3lntp|6fyqf;cdQ|oKaKzHU$erZ_|B-4j zzq)=MwV@X4>QxrIt|r4H)Rr3|Rf}epW=hc}GPXT$imS9DW4ZH!ee5UIU?qJ?Vw z`iVaO9>P16RMeFcb!s80yH%=$RE@o%kKB&!BSV8^Z=x_ng47X4ob3n+e{vNr2K*wy zFvyn~GC_jFy@#o8|43l=w7&3JNkV=6j_HZg)nLD^(HxMehSX2D@(uFU2ryAjh*PY_ zqS3IYD+oWkzh%X1OKTEN<$X20XG?;kTH1mkjcP=DWmqJrS7S+WX%QuwjFL?Ox$=T) zIA&b-53D2pcjv5G%ZT^+*ECOQS8**8Q&%X2za+ygVDz^4+d3pXFz$B?C+275i@(xb zV4;Ay*U*B<4~187W+er3d4lcDi4=Iy&o27An1bC7o}Fi7DJXS(oO?Eo0@~Mm6A2d_(kR$`$}_1alY(92Iy2Iz>aj0pX?((d3YN3~1nsD= zht9ta%Yx2Y%#$4aU{Y3#wy{GD8)ALJ9fOM87S=)`vxm3h3ejG9vR^}m@VqV8`+jTI z;>wxJmsYGIqpbV<`X}}^*rFVC>zYLksuE`z`Rmr8P02p`{9rZm*Vd_O1&|SNDo$GB zLp3%mt$Ax8RfFbjZe=o`tKesJfc|>(618V}<{gki(LdFh8g7o1{+Ui3jh_ zZXoi*if;W>XTp2a(l~CnmsR4DT~zilgG!7}-8@xAFy`QoYsZ!nUhFj?P@Z22r}LF{ zMv5fJh4nkk94A5Gd@d~DEeYF_{ZmSsNmyf*J5^Oog0{%AVR~jYROgR9coRZ~gLP8M zhht>Oz7(E#;8Y7GZOegXvpU=jcz0{jsyciTTh`2#1?C*vpqHyvheHQz^w>Y@q5P13 z>2GH}T&E(6FA({z5?^K04gm|oMy@;^sYjl(-# z!rbC^|lS>G#V@q8{FymO+)CSHGfp1=;)qMEljSXW5?*I@LMGv0Rak0 z#uIdW>^_jajMIpJLw&oo;u|5O%^CRBN_cK_@211dM)>H))arXS;bW2NM8fVSM0e;1 zINfT(+Jhlqb+VhVbKb)ZqSsAG`q0?#d8`?djAJ|H2AiQR>z6sXuNg(73xAB?ZARB5 zM|h~a8OkTM)&4ue!010w;czYk%?>*i&E7K5W#xPS^3fJ3ZrE%xcCZBp$(Ouh?zh0j z+|;!BP75}ixyN_E)q>RPcSj8mF!A9p>-4w1ObnUCf6m^+MB+y8;nUenJc+*NpDALZ z<&#?6VfR)vE?&8P7Ew29&&#a%nbeBg{abmy^j5h1oSC0t&O%Xfth(`O78Xn`)~(KG zVL5Gmp@&Kv?0=q|QnhYFMySsFi>Cj>@C6X~l8v z$n*WIu0zznTe?qUe_Udt)2ZBhD4&fUyI(fr+8h`pZfkcp;UITI)2W45ILJB2w>uum zL2ZR}$bn1_jxL*jOZhqn@vc9K)G3;gW9jte(^&FXFwF3P^WyVgKZ zIwbUcq6-(A1qn)>1nb%EzZ_h-uy3|JzdMld*sJ%-KM^!J!kKSHcxp}Iwd4;3cN#3L zX{2(&xsfpMOam8i|2(#_n~VN)hu?lAxLvezD2&d9>9!Xi7c_ElUgg$ersV!`Jc9q`A-wZzHFT7Kl<;w@pp7}cCC?7KMyGx6%@!=Snd|bPl50>#N{g56$ zMsB1_m`V!ZwYg{L!3F`ecXdayTsv;aD_XKLG@3GmghCUYK>hs~bmzZKSly-7{cZo4Rc(3f?8!9C)$5RyJi-OaZA7VX5K9^zNEIwW!x5H z*z3zx-6S#A3(rN(NfyJd{?RtA6Ji{3&G;qbE5@|6#R=mCP0rA)M^B2;msPx6!e5Md z-&)0m_G0idnO(|z#VEJX3YJ+)^k*|wid2a4q^Vm^_jJIBBEeYjH`>#a64&cd!G=@P|BIIA|d8&e>^Nm6~gU8L5fz85T=m@ zF=b{#+}v_6@H4Ug<>!BW3HT!*a-FwpAx!|G$wOl0D|JWW{45OIdfG97hsguY?_RhN=iq+$#d6{tl4W## z=MgzGucvE)C6^0&Lw8N$St5TPo|<5~l}XY9$yd`(48{@C2zgzu{|-?lrZQ^ECm5h|Ze#Wls-))jZD zMBZ1Hlg*6qq~@4m8oB zfTDLeiG2pRSCPTK#;k+1K5L0`dmT!SEz|Yq*5Uhg+v(MpfrQtjX31E90dY`k)Y@L}zD zhWl<(A^k!3jsf92wm#A)9_y4 z7Ctc1fIYUKd-ZE*Sk`W)ezA&%&Ed~(Ehkv@Kz491k;kfTrx<q8 z?t1Lu?W6D`>rs(PKk9U@7H1q*6p{35iTV^^_+L&9?q6(rHPKlO%l{Ur>PXb!-Rwdm ziW(VrXVxd#YmxCP<48ulW(}q`2Axw-t;U}nC3(F>KAP)z>+U6;8a&YM{Nb>a484pS zD)fb9G$~zm*3hhjMSHlJg*>s|7YlpmOx2-qz$2!1s1`;E8CNBG>k#o@ODyH0|f_6!dpIXq@w@Lmh|WiR7^%L z`r%MdL29?_sU49?=h_OB-Lul&17sv+UqUyQwe$TvWs6C-Y+^4FF<5oxk^M+LM07(ZM+!MtO6Yj*(oq2MQz_=JH&oVqVhlT-Hpf zV>b<^i|_1Qa)^cq`yJCd&k_4iC0|wj4-J=h#$IblqT{6UI=4PzoQmGe-{#rG^YYiM zegHax?$4AT|4qjVm%ZEG4$<*FYyAO?&>`XK74$2&5!qSP2NI-4WEOkJb51v*D|Kza zzne|4eY*SacF$(qW6?ZE<})DiuI#Cu69YH9E;v5h$UqS9y2Rd428R5cXHEDrFuiq$ zcEKAeKA4RW{YzAr&eHubZ&<+3l8J9xl4^$P!+koiZ^5-=(@@yuRs>GZ4Q4F`LU2D ze}83AcpKC_gaH|$ZHP@>rYAVl2BV(Xru?xsm^;^>v@>nTLf>C@RqNWZYt`S%J0|V8 zHyYtRu(ln?=e`R37}}1WxntFtf7-E9_v%b-bD}=kcgPMB?QPa0ClJ9#Va~-@e+bU& zNbORJWTW;}+>S3qyXHM#)}P=u&$AobC)tp5SwBf8>Yu}3oeLQj9IPxo7n*v31Lqh& z%LUmS*gRe!e~0k&EW6D`Bc&WHH*BQle<8eGqNdmQ69@aXe5ZY!#)aJaH#)hRT&Pi6 zcTNyq{+?#7r5Mk}OcUcHjgefikClDj_LWPl_ctx6MLeWVCJk;OJb6egm^Zwg2S=-~ z(kG&L@chj@6co+_g)442n$E+<{2TgdeLQ%($$fo0!NXX|s%alp`3S162rF^qL(jD6 z&chP~HOF6l+RjIbcHdBe4R#<7# z!G~SnW?Bcq@@jVlx}gAHdlV+fqkL?+_%Y}ED?SnytqCz5u>&R1eoME{0wjsV8<6d4M`K? zy7#Vjl7v6yWd2QUC3v}2FRPgF^Uk{iRw01`7+yWI-84vmn4Lxoei2-AIfJ@@(R{W|yDxvz82oclfJGmoX1@%DEYcB?admDc=HRXRi<&mV{-ZM)ZtFSFyQO0)BCLxX z9NT2Vfh8rV;h!%D9}k*X>%?$ivwqvV@kbm`U%lHKPH1c_DRH)w0|Sqpw<@M{VbYyr zWhu$UqXkqSA0sZ})L*IV8FJB~8w&9bF4Vrd#7lT^VcDH}JvWYvZ=`>10X19{NqRZ& z|ICH#qQtP~NiNt{HOEOPXMN+o->LC@K|c(kl!P~Xn9j?!e;^Um7>K9RE5~O=hDsP zwn9Y9$c$C{2w|}$Z|nE#LLALRHbhS-MV(5=+tV^sE zhustIp1ePa!yuc7)>!*|yhWh?Cuw7}Lj-$)=IxyuiFt3eoB3mg2zlheMeLtKG~a)Hsl7>vjvwxvn@@yT z{_~Pf&{ZLL2aP}b9u*>`?BPN0Z9>poJ*o>Q1>mk2`B5?`K(mvfOhPrWjw*^*yFC{` zqCqn_@Vo%!hoq_ooCMf4Juz0zSOC)YRV)4~3eeVbuPSYb5A(S(72YI1Y^t+cWD5AO ze3^6l$wNNkM*f-R*zw{0D@FTQe;6kq=L{`0ni!ZAee)y6= zIC*1v?FKHQwr@<{y^0Hc+UdZ+ehv&{#-Q;SIH0#3i?7!MA{cLy)pD1|1WTUQjvD6k4 z8@3JHh;xx_MAov8uZm_PbM~g;AF*s4T$s4(QUDu{I_!qLAU3LH4EC5TVZ*OVVcJS5 zHb#TKxp)q+z`D^hUQ)?I$gwPiGmls(nlR438OuVPR~;icj)g1FWF)85Sa^0lV|;iy z3mq0$gz|%(IMlK^`X;Xvj1}iI?HfArCbu^GPFyEmDM*iGpX-EU^)Th=@=gqtsGisG zCHkc^f)|c6(X^&;IT=j!o_?oH$!DVHz1pz{4os-~u+Onwm>|7yQk%V*iEq7M46AgQ z2=2?bso*i7P<%A9C7Xe(XNS|Xiy4r1*dy(Ffq@-=g@J$mb|A;D{fQu|0|gyNc72-B zff?UkX1G)77_O4FkV~Lr^OBLqoHRPh6eX|D$)+Qcv|<0(rF8sKo66VxK*Ox%t@o3+YCW?4J-c&x}>AJPtyh0E!MLsZOl%6EwR zO$Bex{t&YeDkLUcx)nE4(Ztk#=Ve2M< zl8ivN`Dv22Wc>Gzs_K2A4dwJDs{D0i*wZe%Fv{C-%HZ0;_1D`Ve!WmU?$HKPNrhk7 zy;i_zUeA3-3tW@0{Mr7Z1@^%PG2RI+APax2m!dRd;kn`{+O!rl%f!BI+}Moh$$3{F zYqa2(=9tNx1I>^NVLq4FZ$gl(xG_++33-ohWzD$W2=dW9odCB+l=yrfozQJWh~u5p zwy6zRT$wczRn-9ArZb~Mp$+)5=(}p|od%pxz3Zp5rXHF3pK@ko*W;A(`54*S5XgS{1hYj7ctR6?Io3;MpFiBBzRa8ewk|94I;+7d&4-R`Ny+i;m>eIJPX z8<(%tP_ISdu$kd*jaqnb?WuX^Tm$|RS{dK929Y_Xn{-hHfzOa;>vs~$b1c=}TC0#T z>vS`PQiWK>?_q`hHE_w=rYad!gTJvlt)1*DFx4}-%Xn3|;pHiLT2KW$wyS2nxC*8u z53-~}6%O4vZtc}u1@657nd;9~IA(19S5~zOnm<2%of%()6K6Y?NR3n>kG+zbHdcj~ z21_Or_mMELW%&}*10*mb{u|)AlHhkqy7{CB3A?>hkMw$yQ2Ibgf6s9ejHR9%6?v0j z&J-y~_>-`VO|P>LBw@XL=5|x-DmeZZyZ$4k0^z6Guh(55Vf&MwQ3)SRQ-03UYFdiCoVr$hsIBiW5li*!3?^&!id^ z%a(sQdbA1)FF39Ee54Al_q0#>=~qKVx%v5jZ8gwaH!%BFT@A(_?NF|btVP-_3hFp2+XK2iP}@`+L1Qo(hQ8gP~Oe)<|u)6QO2@~*?pr}HD{ ztp-|m{^?(%3k2;MBVSqx{9SWjx0$eru_n{-U_CVMN;sb(?yF2b{&9g@J!;yOLtNbJ zv7J}5tocwqLfSU@*&VLOyQKAYvm1$Zm}x(J+p8XigDvF;TIw;h=qporydJSfT$bHE zS&z!NUL`?DtJxU=;bo!RPh#1HV)PddGjR0oH1N~e+; zbtqpqOMGdl4qGUj3Px&QfwpvS$=ju`P;3#?JawZMKQ||SOd!`{hrUZqYd{TtEf(%! zeym1+%e8MaJ*zQKJey}Rs|w$u>~-C*kuY;j(!YccBy=R2Mad*of>zN3&GAa?Z&~@f zHn)N}A2-EUIG3Y;;MQxyfif`0kM@&d${=aCw$RwL6wBX*8qMOA;K-qRzUi3~{D`r7 z-S(#hgSL_d{|*;p$?vpxZ`ZxV{gvgaHNM4&G%IGQxE6u!X&fV*Ux=Ex#iX(9XHYx& z#_Zz1r|2(;wHUF=Me^&c^GvTCh-;@!Zwt#oZqm%~v1>WFZ#y-M`!E-If>*+?sX1U> zq&Zy8Al$4IzknN&_~Egmc_xxSN;dVm$Yr@=!r8KG%eO zu`4Km+D5r!zaA8TOMa_0{bmsoFA1iS&ljOkc`kqU(IRY*Enhi*cM+az8*bXZt_Y{x zbWY?fEP|GYXmsHFb69BH*~003j@02k$7cFVO#5u5t5{V6{>g*tNl!{qVt3f2_DVT) zwAw^<{uRh|Y9wV{E(hpe2OngVV*YL4PcJe{ac6y};P2y7$SZZXX2q6col*pA|MhZI z)lBub62AJA+I@|S?gYbW4kqTL@O$Bz{Pmx<3{59z17Ao@+Dy> zcgG)RCJB`)`%<}W)u?~F>1K38H8>Bx8rNK{#;aAV+eu9|&`)eXob;mx*24k6vVPV; zR&v7)RelY|d${SHNA^%n0kz9*cc;=S0@wE19#NRRaGJi!Kv`2UswC>fxW?;IL zCK;IO**m%@lP4`2pVptPf0i6%u&}Y4{kkdwC_%%>}nv2hRdGv z#s=KAw(HT#Zh+*Gz3+l*8$oJ0BhzKxgg2XiQRP-P;mqw2^W+yz*r?>3d1asplS5A1 zM0(8_rF7MqYd2%$`=iM4r9?Za|3l@AX1Ev1*%uWyW08h(PJ($0bp8q&x0|)#s#I>N z614?Z60W{qC@mPd`u!J8u@zPq$2ptkwc^88_fsOm-mtgg`1!4PF@1Tb^@3J}M2AWI zBxKm??vMUL_<`Ll{k0XMtoD;92tOQ-Q}|%mhLk^%&-w@lm=^w3g#KyH@7b@~VBFdx zy_WEZPfCeXZ5u|XpJ}nHX+xrw>@3G^WMpOToAHB6M&8~@uaemm(69Mf<&(+yT+ynV zCPzU)x}|QNECnVBjxO?q3K6P>N7)qYbVmw}%ihp&jo(Mraqd8Q zAur*NV+R~&3I?>u9q23yPqL9CmKSTc(J5+$nZQ9GRh|5N-vrC z`@`mTTRRiAgA#>NpP5iBcd&~8#DsM0C8M=VJE0j8GB4#oC+44e*JMpdDNB_yGbFuzAU3;krWG+-iEF`!nJ-+)l#KdV0-HqI?rUGKYpjMMw5jD zrxz} z=PvNy&cZ~@GoQh5!eNia<(G*5hh|5^F0&9?9}}@9g0R5zzRVRCzB>A*%zDVe#VA27 zi}3C3eLqe{v2g!I{yiTe2TXfT+T~cof`mbl(vn&h8d{D@eI?x7&;!yd79zuwANc)X zVexbSZ2LME?%v1e-yhg}IBB}S5 zn~0FTG<<|`=G(ke7sW*0Iy2vXgz$LIS7T+pE;Rcq&=y&DK|WhD$(qpi%4V1Sgnh4X zCx1HJh5Ceeql)A%sQHb#944e#P_AwJe-11=5|>lZ1?iBVfjUiH$oGCJh@H*Buh;fF zg5^1Iv_77!t;Hegb4}r2e-5%=nJhiw$ARYsjZ?`!9K4B}%a*&sffw1wKKca*HEDI! znaxE0d`~X0mf@l-t-B&=F&F*~n&~?Xxu9Mz_GX^tqA}3!M)WBzVk4*TH7(}i`E2ut zy7gQjU&}3u$%T>Cwf*5gxyZVzc3Hfbhl@ zGr@y|d3(V4%x*LENQ_eBA+`QesIvC8($1k%TC_zhLHBVB=1Hyn8yoL z+FHAjGd&`=ue%#Bf9+NCkl^E#;>OC0^Y|dkcQxM9;v@6QnVj3Ud=%JvZ?ZeXhY54N zJ}Zq6mB0r_BMbO=?5=&|$VWcz*3R|4CMST$TQ^F+p#Z^_c3OuF1aMjN_;}nF0Zu5H zkyXP5(5tsp4-FF_v}hx3DocRmsClsgZ32igS8kUU2=H;-t|@mwfH$qOoqh9!SXm}F zyQvOQ6tARgM`rFaSabg2{9o#nOU1B1XDEN(o!u%wOx=3 zb6AMAulfRNzY8G|a>nwRqzIn7mz!oU5MkZskHU)^MJV;SRBr1b0weaaj>=ULq{7tb zUMV7|Oh%mU%oD+4z1NQ~geLRWtdpUOVEuVzs1G4G{Q1`pgeOLx7%|_9K;F36vf+ma zd#~Fs3mg@pK(x`~sj3*xD`hs_(Gx@OnUcVDjTrYsGbeQP#fW`3cm6nGSPFZ3n}HY~ zT?{1C*NSmjg`VJNC`Rvsy3e{XEjpIVOU8g5{6=aS>+F{Th~i6hU1%Rezjt=n=spgf+bJEB;Rees$C05IqrInlwZi>5Fh=_P+n7trfxS{_D5G z2_aJ5c5w4P3*px@VSkz{gg2$?-gt=+k{Yw#yvP#bZ`#wArfea0sl3#_l_W&4&9r2( zzYy1tf7g?>5h6(||KeOtqJNc~VXdMNvJWlp`br3KV_J%qnNWbyk?tph6aj8bpD$HS z6JW|x=|8Io0iwLQ+>0M3%`_FjI``3NzzSmB2kr~JASuA(Et;G? zBYa3+t>tx8@iA|I$0o&ReAJiuR^3Y{zQ3JbcdSGB*y!B z%1AdFjjk>-{m>2lkgQi*^1CtIcHK25sv9y_@@?F%cN6t+j)qWyOEdM!G)oqtR$zFi$|Fv^9T7{P?*vIzmIcaEFs8V zaFq-7Rv(F?ATIW;W5&oTanV7M%IKZWg^KOMT`sa*R6HrIk7(nd=kle3(W@NdyZ@k8 ze42w2g_N)!Jr3k=)<|+yIe1|^5aTD!!JL?BI`fG7yywWX>HcrJ@cK^NCJ}|G(}fw1Ew1VlY$z;?sI+Niqv1h{ z{XGgB!H>6ZuA{NBi)}e`xSS1v@5Lp}C)h~X@8+?A*!Sjo^f`>Gvf(R}(qW-a>{reD z8vQI-j8A^}{)L6G>nEtW11uP5Kip7S$%4Z&&F_xHK41GENv$V?g|m-> zruk&DP(@O9_1VorS8sCCFFO`IQDla)|1I5EG*htI@znnLM!d< zoD033NIORpluN`!ba|8CmxD|RF8}^5jtzA*+j_1oBZ^etjA2`j~vSW9K*zV zZASmN4-;4ax@->gXTm4(C;ROwCK$zkdjA?RQPCG%*?pFY${o%28y7M0d)3_JkLpa= z_c>?>MKjQ9y{Y8i4F&=)>g}&|V8H8M_}f{^3?z14e7`=U1Ir((&EMqJfoB_@_9UAzw(%FiR-o*3IikoN%Dz$A7h^8UJ-u9r-iUw=y>*UOvG{{}~F4VN8 zA??r_Pj7n~9@Rv$Znn3hEN(}jBBLFb|xV~Kop zSG`+s%asC)Pf`1<-6>Ex5Sls5gMtNTeh0*KlA*wn)^%r-5gcWnXvQI9g^p35PXZZp z2mB;x5@Z}3IvAjOhm5FCygeso5V^~9!gjed8H!g=9plU-qbF|*dn%obi6!gat(GHW zi_x7Ty9_eM-mOp_eMCl3(%`G5bIBl$)|E_>+u-8;=(gW{GOn$yIAl$0!()l&uCMeq z=%^i@mc(eomc0u!rY#~PqWJs|jUqBsHvd`X?{1T|tILXzxY2w{4&;+U^>@ij0L%$_HX39ACZgLPzN=G1IiW=uxLeEZP5>&fta@?%LLF|T?`sZJpB zC4Z~U#Y#mA9_MbXnwUp{jlYb49F2^=xZXfMos6vu++5Z%$Z+tj7~G{oL6BJwdu~4Q zKYw}q^X@YWb}Jp$(ki6jaC`i;+9C>Ag2xHYFDPIzjsN8=qhRX_>2r5VDA3%NaR0p) z1-}cl-ZRQ6@GVtR@UNtR)3@`ybQSUYkH^<%R#TwiI(l}o4HX+A7>#8+sR&;5d8won z6$RcJktxztsPL2v{OyTc+g!P;M23oo?_w%0I#SWQIcLFhc`ANeJF2>M-oaV&sr9-&7 zY-qM39e00d9v1GWBQEQ`>4Xy~Ug>mb$@AO&?$gl|@S0=1v;!llH-6@McHqjP z#PqHw9e6P^Go$Tj2Wl&ouYNq%frZiW!Ez@$@Z+EDQGmZr-HQkYea%CZm! zoTcvf*j6&2zG?VE$aw~IC_z%bRSdk&xlR7BngOeZqI2hndTFwMfoneDcx7j4nHv+i z37e9h5oQf}hpAaGk800030{}h*ZJeBVo$CXq@!-$4tlS+h2sas`lDx1t?BqLiW zGkcGt%#J;ebBu#7d&@cJ(LkE&n@S}a8TmcGzuvFsb)Ne^_x-s(*LWTu!HDhLbU5TV zKK~YH@9w8ooIG@>-5K6Abczmztum~TK!->9Ua8zwbhzO?z2iR4$U#tC!&%l@RP!*2 z4tFZqp0m}^;XRpfC>Q6GfuM2eS~^@Y7E#C@rNgq#<9vl@bfENzYGz3=;ALA+LN6Nw zn2poKks1SDZ2hoXn1cb!^J0%m)ERIwy!z|TV+=TEx#wgr&IDpl&V%C&=#~toWoa=W z!pP#wHEjlblGfR^-y~!+^Yc=?lVAiu}5<#RbsC(ns{{S44rEnP6JWI&tue!ZUq`2Q?1 zH;!L!V4(WpwnVxz29N3K z4r`(qJSpyQR%6BBj^>3{UN#I`4>!sDhw~MM@=!?<=V$qgF&r3ln^`PPAH^W&r1CC4 zb^Q5R{*rAN1_K6veC6+BkjhzMlBkJ+%Mjy=triBP^R{Q?wek1omc8>&VsNzAOK?&L z1A^H{3sqSR?ujdIhU#HZmy$eaq>n*h3inwt0}L`x9RF_#CmC6p_8VfrPJDSF(+Go@ zgQFXES22(?U00L7hCv_YU#4dQ23@sI%u0zEsIYz0-;snti{;!JhEvaOXr!SE14j#0 zf@cZ_@}ExcznqFe%A*Enf;k4*{^G%Q(Yy0Gn>&?5{6JEp9+ zx8S;*yK6m(Guv71`r|wdSTAgfN3>$#dEJt(UVs4y`2d~25QCr=fs_8u7`QSP+O%CT zD1LwZxqvGk$Mai;=W%keU3=Q&hJk?VNYvgE3~D5HUv_cFKx3!Fwf=4l!ZS+b_IO}$ zYRI984C>T_YLpJ#`Rbajx>q2!r+&p`1}Q2kB{Gef7*-dpyD|8 z`XkQ4O3&Ag6bz2Ngt>>f9s|;BVlyGQF1sQPnnH2C>Qbn}4!F;x5{DLX-jLTB9&p6( zCHOmtIUEDY+nt^-aCR09T@`M}U?ZSHV-crs!UF^SC_L^xCJ9trm;C5m4-#-a6r<~; z2VyX2|EeyM`w#<7>mR)Cu^8B;Z*0F5hk?Zx_8;8w7}OHRx)$Ilt@-cc0Ko1Dq-oHrh0P$Ev%9m4bHqC5J#Egu8#A;GzqIJu;&)VU74F3%kd`!fB%{rQ~ z6W7DGGO~6G=SrFqsRq|Y{I0#tY#F|f1Lxywc;0v%k+_tE`$VPYtokaRKVlQ))Dc`4 z=G3NVEY*14**v-M0_P!uloJv6$-uh@D&Ba$_)0b{BRpR?w#QdR%wmwJuf)**is$9l z|NtqvE-#FL}E4HPqVxYy5W$w#|?|(kJ zi{0GKCNnc0pC(Z$eqfytvao}l?r-yIiejgTpaf^Q(jugw^S2{cnyxXKR z_X>=|BffWcv904k`e$cV#yk$6MNY+T8^P<&R9mDG%Qyt5*%(S}ABUANdCD42`t0cz z<1q}JY2~U?Gz=EiQQQX30)yBx8Xd2TLf&iV@x003V?+Fj>v4GgY*iNrett`{Lt|uOq(k=Z&|v;ky6K-2MXR+SI~IIi5G9&9Ggcai0XK zd)ZwD49bqx#~V=g}ugx6b^(^1#8@cbz|&7Ep%j6phc-ChFj55=sMTgIk1H-!IQ zGsEji$qJ9@1>AR}jhQWYAL@IPFSLr2BT~!#I|~LAOgVn9w&T7ko})e8fx+xgn+1(; z3}E{xab4m&1D?L&rpJ%reRV}R`^_8!B6qDky-a7o=Lb0^0t^PM&ylOvaMscI-%Mc) zNDsBy+cD07d5NB*<`Ll_{N{aoHAlmRO7*XQl+7~s{BQhe<` z18(VPC7L@h;4OzslCdKL1mqgJjBYYurD8@*--!XMBfsGv-rsE(+k~I&#`~))7o}(q z1D;S+7mD{Xz{*s2N@jr$VUee*F8-l|(p1BS$s!$iV+}urE#dPDPyNfbWjZKRRF$Ln z7@(k^bW1Uh4pge9U}-)bJULk?l~?FMuAOz}Ri(r0Q-?qKsNtl{+7GDHL2r7u>K;ux zl;;;Dew3m^=I+m(hmX^NB|v9%a2FlAtz{O{rSW-YgHujxFCENdjyZ5JXfW-=m21~P z1A&LR_041&FmKlJaW>N6@*chvjVv1Id8v#LvT5+2VVB5E4h<~+bwqob)8K<%%ga6I zX+YjOb2s1+4UPns=p^vdfSbsELhm9CY?jon5d>&pc5&BU!Vwx60Du4N?bq&fx`MFEUi^)Zl`C_0#_ zH3sOuRFG`{Gw^*TrlKh;nP@uFzeQ>qW)wahAlh!2mvqzaU%Dm*?Wc{ zF*8e}HFOAyr)|D{i5P-KMAMVozKB>3#f&bAiVoX;b2s;~6Q%3rru3htrrMltUWpBcbq%M%3%akn4?}C#*Q|!T{3;d`_ zJi@!XKw|#h3Y$wOBU26)vS>V9blyP_sjf#0N!0;zxRs)ykB0?nUn!wn-#cE#+j_hj% zabdbstr->6y~3L@Ybw;eJ>uPDPlX>T9#et0sGyH*7=J2SfLl?G{h${WOyUlCej&HO zgOY_!18NHxB+2LrbhN-l%Yd73p&6*-$E}T2ngQzf`wT}kfl5QYdre#uu&sYP?w#5M zEffdF*X$qa1-Pvx7|r9hd*WiM4D3fy60?N>LZz}E-1pSGG) zz`p&RM~W2%!~-qdw%bxb(;c~quQY=6rMtnSP83LXoVk0{l>(ML?v+7BWUywRDaVLp zut?9iCRI)b(excNp;cs9f7g^TUP}hm(`~hq4P-d>>{(!NBN_H-CM(fe$k51^az?Zr zUr#STy7IdLJc?Mebe9^ynaix?$=?R}_VxLLf9nn4@}QX6iir$o269Hbn8~nhw)Cjn z4l>9PE)2-NBEw_ha}gJJlfmBZ$AGaH34Ze>S_JPSgTSv{QI7*iaMJ9v=ec_%VEg3g zJRC*>sW@v#y$BLGC629kN0adL9FvibBf-IZWR#Rhg4v=-*Vz;jw3pL(E@qHmVvA*d zVm1jrZ4lndF4e)AA4AcS`6Mv0Qs3!Bs|Q}rX$lFehw57WKGt#)7+%=9Ri}ysYkX_P zfwd&)?Ff+wC6VCC;PHJDAL}6;$&wwKNMHqX#vPyQL9)T#_E-xEqL>e!)DoirdiQNL z{5lz8zqBTJ&@6>efx=H6RdL7%;o zX2H@5qTNAyUh3^&(sDqBsMQXdjE*gD##&)puZ)|#VLRBINoc+Mq7@W=^(S>sv;vz5 z`oc5a3bqncX9C`}!tK!Cr~iFy1x|yjN2&j{0&j1s$aASy(Cu6-aX8ruxh_qOPvl!+ zp?g!YcdZrXk6c$ebh#BC@~&5T#85$Q^=MA=m1d|YIwUKm-wdHPGuC#N&ETYL{XE>Y z8MNd@$4^k2;H=7jFDwR|fVyZX`}18BwCi&PGj25k-|n3I4}OwiL{501n}-4;ld+x3 zhyoYR8NYtzPJxBeNo>N31cyW@x0`0`Aj~LEL4-yEasG$fhHlgYTdns2-Q0R8Dw^W% zTdxDkQnP%9ay7IitaW}NR)d?f2XE=+DllH@WsPPp2j#&%V(EtEP`TTl^Js4=EOBt9 zM|PLPlbw5fypEQEf}WxA>F5$@jiM2fSc_pf*H)AFWHEU1mmW&KS`3RBd!}6T3*mTA z`&)sYLRh~BpbB^Ab*6PKPEcfo|HIujAeDL+%1sxoAKAL6X%nFaDz?vI*<`w<2bVI8;L$v_k^m zN1Ad>!EQfPAa9{<^4<*nb{KZ<;S7X#&%X$r*EK~&2_x3A{(*4T)l#;t${6KL=?lGe zi3BzU3$~sBI#fe5pu+7p+x6KeqW**Qbd^bS;!+d)0 zMGa7M*6@#tDLq6K3V*j-CkkTCY-~vuQLw4K@6jcvDDc0D*-6}qf(w7czkat!gzYEE zN*|Vk!Qkh@LxNQzAmJm}ee*=Ps9)+Db}bQB-^4B7vX6p@qHuy7N`x(k7|fZUGC?NF zJMdp40bKT5mS>D-LdePJt3QS_Ato+oFz7J>KJ#~~>t_-`DS7FAVKM=3?pAWxoU@(os|Vz|~O{(g|97?O5VII4-k4bE7m5zN_>9V5j7Py*>}&Ke1xqYWr}|_joZ#Z7yxH$Q8rgT?fz2 z?<2xEX>aQTej@084rZmQ6$9h&$FthH#SrE@eQFB#`-_1@vc$1`=s%G`TC^#Kos6e8 zQ&)(PCQ>2bq(ua`pqsvb42a-pW7ZXJLIf8R{cIj zx}8xBEIT#@jQxo)DO$5Hx~LdjY9_*1cg4!CtWxOMDVzNIQ7OEl z&lTDhl|ofy=~s$QC0zN6Deza7f`fti$&K1l*r)5o{)~R;Wj}MsGgYYr~V`1-$eyK=^G?iSQ@-7P(y}$W}W7H z^2zW~!C@sUgbb@S$?}Pp$Z*2HS^3gb0~iK)?749X@8i*T9MK{fW-~a3UJsCg`Smq* z3SNhGeyH+md~b%+1rODEj#42)DX>iBQX4FXF+~>dXosyr_P4Ydtzg;}u;BNw6=pd^ zGvw0R!Ptq(VIw-+@D!}iiw8ca=>Y46YtC=eJK)JcKzx~B2iT8B-Rf`Y zgtOlcK3Xa4037a2H%m|H0rN>jqlD&>XRW2qR_juUA64!K*Xd&)dBhoKL*B zIV#u-n>4k!1LD0fP?M0_Dc1{i|8^7UY~8RPDOY&$6ba(b>*$Nz?*XM-L*sWRdSPk1 z$Ms~xE_nSZ>w)WcfL8^tucv0U!W@h2YX1GF@Z(}97nR%wS_Y0uZtq&)PMo>Thm{t% zHFn@lK4&}b^E=U;``RJI{q4|!{+$tJ?|=~9`VO~Rp@@%4thV>{^szs zgXvD9#`l+tK2?B$E}WedpgTyWRcBp(W#WE~_sW)&naQmt zmT8l9aBFtxamt4}*uA5^Zyui~@(BAQw1>ul`(kkqc8dnO?Pg$_4#w`I_86xnS*S{?hzZHtb^^PH%Tghel0hZlXap zh(15Qjm0J#ewnvQEM}xbv!KPl+R$vcxKEaz(3lR7bw~=s{pmoeZLaN`NQYlz;^yw( z)1mFyOUa3R`F1X%&Nnj4r=Ez!ibUF7y}GFC-y< z_VU*?g6T;9fu-(|s%-Rq6`DgDGLicC8sfjO1XME<_w-S`7fKy=-VyxO8#L^UwuB}d zfJ0SV_225-;PLvbR*a1vk|s7R$_aX)kTLT3?0^qCo|!EECC>+WSnuJk-sge>4~Y5I zpY}otl4f@GF41U+t%f%4oQAIbV-Gi#BA}tq$wifksYt`UX-e!;Eb@EB5ap*tAf|3w z62G7idc|wDN-6Y1ghGu)={FImVmWxHm~H}^Xud|$)k#D#3MT)es-lqaju(E+uCZuK ze9+)XXEI8?C&qbQG7_D;Opq^Rk42LoFVJ+0;*eDQF0MA;Xhb-`eQ(?=9Q~0I|L>AU z5E_3NKW%Uz0PP$x^=Oc^M*|srnw|P?$ei7n^ff&Ko$Hm33pgExq?{$bVG0Q-Z$?`_ zy*dr4ozQ%rt(c8W=oQhYq;t?xY-{v^Lz#$Og7EO?$0Bs?YtVA_Ov4Y~ltS>8rt0@1b+D9|=(C(hga^Jsez&bWbZ5yt$f(JT20*bJkMPy65P0+1DJ@@~0UqpUg$ChxZ@7 zqMC;6Gj5J4cEqDZKV?5B6+gtZki~o|K@??2SmnfV8K8o#$)i(Dp-7X7b-qg=4jmmh z*+z0qM#-nlrkuW|pfjsXq}TGvNcz&4)rEaAsOChww~@R*Qlc|Q96#odhN)|b^Y`MB zRH}wbj&drx@?qJM?4OP##3JPG5i?LhNLiOkemcr)TvQT%k%%U$Z6mjfN1-}?89wY_ zGCFWI_xz$;D*9@WeY2o71?}hmWy&O*hHTQj;{i-ce0JYN{s>3tFTjy+%b=|HWja6NGx< zLOfD)SZmzBB?Z~^{7dV5mx}TXS9|G`smR!pkvMce6+QoDow7cbf|L`}Mam}=(TwM6 z+^bN0-S{uJefg}p6r6JARGk?#dWFvRagF)z9E{c)NO^=z$MSC18>E$N~C_KgXqI*#m3YIkcKw*{Ly>Fm5kg93vNz4&Ol+|@86>e0x~*za3EAM7cqRIxa>;_Xt!^8 zm`G#};*~1W)>6qrZQF&PImo1=mby%j%3CQYY6p*K$wV@`8`7n7a@S2H>Lj7WxFmy$7fHwiN&I=QlZiT3JC0A6=b--q009603|Ds`m2VgoN<%** zNkd76ilU?<9jl_OB#E-hNGda{>^-l&xw!VaSCmk%ip(MjO%kO-LdeMP{`LIvec$tb z?|IHS?|T;F`!Y@PlQ3MXc#}7eS?xEx7Y#^6Qz0+ZRpUW9_MLX1F$V8!q={241son# ztn56oNa1TwU7?f+lZvf#098P$zwSYaQ28AGYk64$I)4})Y*&cK@8peFg9c)7U^Mr| z_$~^l-}(2o6XZrfI)-a`4@YV;d4KKdC;G9G)OAM ze3qo*Nl`N^Lp~iU{QU>kuTO>8(FbYn@rl@QD!`eyIt6bwMHh_brNg4|v~;&YI=ZDV z-e^@zMGdWbS#?7qj`ijrjaQC=h1KG-QwHIv+WE)9jyn{2;xV>|1foG3k{|QzPKBnL z0HOmj@u6?Y{k4B4Sl%sbmgmdFOv+PLid8x$-5za}?McEeuLKzbdK?Di-u>LvLV=IW zBSjw97?kH-JR#qmfb#W?<}}G<*uPXQ)hqMc~PZwjQY&Xj094_dPZ7x&?FTErwNn5zs8a2)9Z^Xhxsoec4PLHAt9X3(P`Iey4?q+oJG(6j=N(fEq^+n>K6oTfMvjW7S$rLbt<&*HDeHNwVIrolnBDt$KLS?%ryA~a z1wj4UK26pi9uTXWPGhh3N1E71?YW9LtbhJ#lsF_~=}DG=*xO|M$P_ei_eugI>+yT> z*f{W1oNKZB7zKTOLmSltVNexyy+J)2i2u&0S*VG{Anx6f)e5!A5Z~IfZ?QE2Z8!B~ z9Rp(VV@TYz(k=#L3dh7cQX=6|{#fSDnqasVhSh~O`Xl$wleWdhDAZN=?)L1E;#YglMDHdu)i+mBH3C$hO-{%;cMPOMY!lZr*T#Kha26OowR5M^ZL=m%T* z5%(3C&M9dIa2Rux<95) z%Ow5X5`mMS+La1RlEK1yLs)Yn4J~ZFDpxsDAay5Dj{RLCD8u=OEX(4N8Z4~zi8~HW z@lTEDt0JIlv!ZYGgD>jN`mv|iI3X+hNV3&SX8-EBzc=2-!XW!*w)Vp~Jg(eQ>8ut9 zjwv&1lP}S5xxf&7&liH?ObPAQArD9j^KXmV?*F(*xZ#6 zi+2o}_91!)}8~sK0cjC>MpeNY;&Y? zJ&`yWI}l3=#VC(eo>3kJqQ+lexz2<`xx`2*{X!@-?|;#1)((N%$^HiNHvlb86$xz* zyfIhjw0GN8Cp1kjzH)kLg?D?;y=gh_3_Y1$SDb&}fq*05*DVouQM+N)qP(&X9E&xJ z9VWb>lh_v=E$NK~!QEma34SKxzk_>J0HSuFtli=DQ z&o}y>3O}=bPIaF%F|Kjxmw`?QT+Ti{a8bjP(A}+{N9Vhuw#Lf*vQHFjkN+4_k&DLT z(ebXXKNRr#Ty(6kjl%cA8a@NjbgYlt;D5wB3o*P4{BD!kP)Iv}_+WZA2CXwi6U8IY zSo_ya=ve?PO$|#r>-;h4tjIBA83>gv9^S8*|MM@r>atT}2Ckoa#9E<|iEFkev@a@U zK$Eyxx*m;3g~(B5KUQ~Wf4F7!TGoT)UrE?(&gM+2KDXMK1^Z!7hw_8b{&?_ivp?L! zm4S=)#Yst81wdpCpKx>`dS;~A5dVq_1pVMm+k4aooxkE9hVS-5X2LS*U-#p|@*uBNY!wyx+qOCF(#(QUUgfgp?o60u z1n~$neO{z|rB$?WI<%L~`@V8#>N0q2VqPN&KC6~R*(^`N@!Ku^*Ah~|Kg@r<@f`6e;&A_#i1sxmPewT|Q@ZRj&?av%uUD1@6JE8ZAG+C? zlXq%bS(lC4gruAGN3zi-+A>z-l8LR~uN$P)WPtPV?~;C@G{mxApKN-Z0v3mt>6cj3 zL5p7TNMdCcWJUgSrWs{pe7?$UgolQ#=R{uO77g$Cyn`JBa$qGc4%25js7>xP?9`*- z-tOBUzAI%SRil6Hv(;3XzVmp!?|3%c?s0uiipYVc>%li8;W^-6%Te9Po(nTYYPy_x z4tkxhZ0hgLhD)Ei(y7~7aM8{P{@zH1({;~46IUwCKhx441!UvH4I|0_L~^nJ>$D6> z%!Rww!*%=i=fOIvPP1uWF0#Jys4Tvrp-|PvB-<_<*0JUu)~Q)I-ScW z%{e%~RA@24UVxyJC1$5J3ZXp8Xy@oH1a*7G`DM95IOmI<)Cs2o?qX2?D<$R{(j$oerskCZaZFbneHgW6E^n0cghOj z`uDejR#iS;pAw9dwJU<|_5;~#f1y!H;f zW$+C7NPn`Dj^~d8M56l2kkWrDuY|1(>)Qj?r!16UQ#=1rol_;yR0{n2*1Q-CpSn(a zi80qvTZlYcQikPvQbGDM3|M8nnMl3JfPU0w>4{hdrfhlo8tyP)RK;nvYo3mUa6w*m zZ8~mx*T0!>Ekp6NamI*iDfkA>r4pF+VB@xvlQcRuX|5N2!2FIPJha|Tj{(*^Hc1U5 z22xXWmS0=Pz@w)d-6M_ZkaoKD%c!>$dG9!0)G3xgDc8;9$hjg|nVw<0ccvIOo_^(C zO)0~vC%l}pNp$QB`VhzMOvlKtv-{S`(eY?unEh#I8C3qZ)eSn9B6Uek^-^mI`jvZq zUaFK}SnyR##PMQOQKrVyM9Z*q{KZvs{>CYs+B-{^9Y^iOA)*h_4oGXmmo31(x#i24oxX8PQEL2h?7bC zMF%=UICEnkmC=zF<+mw#h>i}?m)eE=%zb(dW~&vJqCRN#){Gw|*csk${;-q|3-5+X z$+Zm3Z~u8nqKl4{(^pGVKQi$8d2ipdVFs>z)S7Z-J~w_A`e0CqiTi-fsm&Ip$Tp&G zSKiG)S((loFX?jR-7yig{msC?QKipgpG$GSX8hf+*gS+x>a@fKWn*A=zS3EohCQ)a zYpx6D;XdV{1<$rJd~>o>GSDr@VF#X%hb-^muT12Xyes$MDxx@aO#U8Hy0$%x-dTZr zn+LCY_*CGK&EC1FnM%lU-+LDDu>#Kb4`xX(r(;XxoA|ZeMX+}Z3Q~H`-jIiSyR3)fyrobN^441)%)kfZr5$6F46J#0;#=&ga-9A)a>$as z9KFIM!Lfjj>#mjycIV1aF3*!!AzXqLZzDs+waZ|)=EU5Z8+2TGEbwHX1syV5Ee?hC z&|zjY+L~5JN8ZHht#(`K;5vNnuuFI;_7Z!~&Ml?rnDwJQET%Kh`JI9BF-*MbSD)pR zW%7PQYxtMHbkM$VaJXJ(&TH*5dr7-8a2C_-bkeFjc)znkU` zV(Ma;YtScvffZX4pIy{qfOp7Py(5i|4caGcb{{Rn`&2WTn&}eM8S)*@aiqiJ{CHDW zGy^SHoeoGiGoYaQ!&htr17R*Kd;XZy(dxHQlgiY!y<29U_u5j_O04=BaFq_V)YaYZ z1d;uYEFTia9$Lp9MT(eEWlAABuy zAe#Yt?v|(ppL>|DmT#ZPzlU(Gw4;B5??HQUOIm$rIehf?K0jW@fI3x#k3W)*f-D(j zzC&fun}7d$Op{q>&-5w2EJsM?nbNS73Ir5wY6^T%0gwO0YQwHnKu{keO z^R{p~wyw>-zv>qquYPrjy*DpIyw2M4gE_^hl#-M7*j@q|jS-%v6efSyMYt9#-GhsI z=SB7%_h28H|D8fB$Jb+v-Lw)0Ztt^m6&GR7_tWIe_x2K4Mc!1*jx0j18=tm-Pytfc zO`lA@RDv?koFwZdIusN+C~3M3WO9@^_DeCq?Gp2ASt1>K*n6m4@0q$-8=`b_Wijk6 z%;n|+3$U;&KT7>3QxEjXlCbMJxKUi_ZS=hW{qt_?j>nb4fa}@4$1H^vV-@KAbj{t-H>V z54-&-TSS_2!Q~kEUWGz~cInTE1IAf6`Yot={aq?fC^Y@>Jer0%n*&L-waGZ1Yq()k zLnfNz9l3sP%fSIYlkVn_9CTN^tfQ;sV6pu>|2QiRnLYQ*l?O60&((bNh(QKEW*C>m zUQ9tcZO_zKk^mWXjTMtWW5JNEPrSdBj!Qqs4(@8m#)A@BRW@!K78akH*nG@}{AgizY+W`gT9ju@o3gMY!T8jN;Y&5isnynTeZ4N)FcRsLO*uGjV2X}U?2y%(Z!P5D_bKHD6 zs4ob(9-Wkp&Tqb=oH?1O<1^yxyp{o5sa1Z~k}2S>5xBj~ECJU1e&Ic>G1$vNxlng3 z9l8m&aclas;eM>qYBrySAtSbh)l8o^(#hSI5XYSFN^S>JgG_`u(iD}pq~m^dv}(@N zBvjI(z4W`{Feg0jbJQpby3QvOPBHVn-I=U?Jjqm?wK#V==>+rM`MW$QRy_+FdD88i zR5HQmxAldRSvroz-YgmMPlDzVca}W`&d>=!A&mphTfSVREWlWQIv~-#g5+X zD!oZ?IT;sWzmx&`nVJUU6B)=^e6hsang)@TC%1+(c|Y#|=7pwp93+a((qpqJI9Ne{ zJ(?YiWMRIKT?O9oDm|RgKkJIK9hUXQAyGJOwmQYqE(!nrJNtEyQxd*PJ)kF7F>~Qg zWeJTf@ywiGYMOXB8m3P;t4yoHP^3^X5y|j_0!!p}+Z1=Ww7gKX=d?w>*U02)|6s_y zI5N(~6@$S>hqjGrF-R_FvrkHi!3v2r?*}(WgC3?;?IRivkxT4dmmB?|ZL4-?*u(?F z{5wU}YVGk(S;707o;UQZTE{J3Mk71b?9yyaJdS!_Tz30MJT55EsdJ5SP`RZe>Dd^K z*e6*%pIO3T^`FoN{UJYeALiJ~mw5-=g%8;kgl<7glVVfu>IKdk*H>1LqaoA1Tr&Jd z0@%OHZabfvfSg>D`sjjq2;IColHnYKigrEL_{$NfiSyZ7G#3DcDYYZF*}c$_6_jFL z=m4Gk*I}iX9TD+wPx!%>NE{m8R?bL^N82in?!&3fd?pa~JZ5z~ju*=EJh6_!_)jXI zlT{>cUzqm!T^@*Nr&Ep{d%RJ#XTWvUm;CnHKvPz9 z{zMi95ta#gT51$nAE4E-wTFVK52yg}My|!qiQB$q2^$ z`6>1&5+12FeisOm zY7(Rx02V=N&)c!P;9DnFxu*Lj>PY19lLk5b$S^awSY}C7Yil$FtZ$I0%4_}9Z*JK3 zjaVtCh9K^wzM@D)DAYw9WNP9{R*M}x!(L(P81JyUmo&k^}&(Xk}o^nhhV9O^~@Ew5R87~Ti~Py;p{7!G;cRw z?A7uAboR0f>dVUVRu@=cSh8gD*9uJ%d%0C`Xp0GH>(yevChUcaYy7SVeh9@a1DpI> zw@@6jUn}ABFBsB0lWYTe{E*))QS86h1!4Qyo=jU@L6y?%mzC){MChQATlSDWp?aB& z_1%>x?Zc~ztmAy(euK_;;7KUtbPa3o8;3$FLYSvcBp5Qol8wXPd{8}v%u+5Vn1tE3 zH>6#F$r+u+H|<75Y10>%nT*?nd)d*eSCcJB>1N@z`Eqw~_T-l$`_w>;g>r@|CI@1C z*Yh!%XZ{$wd(cVXjVCx`URCj=*+Q~l=&I%IBcNwFm*fA)AzH{-tAhvL4-<}+UCZ~p8(w8t6ayG;lGM3_P~@>imE zoFN(broBjEbt1P+ntggUd6DHDX8G^>eTdL`VG*!u5}%{&pDAzcAiYiYLY%lAgk+ao z?V7JaD9WmOQC$(kX~cYXhZSj|Ma>>P?+s$!Q@DwfBw%9f0B50 zch#{=#^jRyKEpiTs~CQ@v-bxWSu{GuKS`5+|LuIE4~DJ`1iYdlCp z+i`8>B45&E`z@OzU#sR(ub_7QG-A0L1&Xp)F7bvk!Hh$b_kKxnPHXas+ zsQQw8$6@0IqHtdQSwONK=`j3pD5lYz=$v@weQ3rF-C3=Vmm37(gTKsRzhDTWJUjlm z9u30lgF6=5IDMgOsUqd&|sOerOH0WIN z&ngeWbNdCKI-&S|vVAP)Wn7XH z3QJABNYvOOgpVsakS(R()f`vZ!&r8^r*CZ#?(AxDzO^f6i_m!ASv!bzo_)1q`V?dys9Kh$S(AF5hpexE-XhkfmU6Gy?eX4Pspv^gJKUzd z?Fb+~Wdjl^?zV(|m7=`gMN5R3wieYb*`lhct&Y}V1D3a@;ifbl@M&?%=CfTT{TBrO zyTfoJ)dgC@<-h&Ne#QL1hy22bPSy^M@FfbFRNGP?J>f;TUr}F_NnIo?i5efr9!nER zlRtYYntH_c`TMPfe=LdPgAtY|+uaCjs^#`hem|l>OgB8_3MJOu|Dr2jQOKGN*N=P} zh$d|oOHKQ_{7BO`dqrJ48`9L}&f6(#MOei1>CafN5&^o9Z1$7`S$VMa+8{hh=jXnR zz`p^6f5-k9mdOZm;~LmXq8Cv-^}l+>Azk?Nb96=Q|4{b7EM{-rQ}RT zsI^?8K6gp4u;Ob0Hh(fTnWgx0I*eR6R;R$N6itGaPjC3-8AlqD7#?lG31m}1Qi@)B zI2m!BiG5+~O~y@q#^=^}k%1)Jkjc&7#O$0iTi1*qskIJ0y!me!Xi)ndtJPTT6u#*L@gck9p14#31l$fd-ZbdFtRW-JFOzmN-h1>yiVpYt_{o%+B z;G0B%LFD~>U{L(ui+ z5HuyKl67CsHC-e^n#LD0_v#X9*WH{S&8*0g{cU%$&D==xDWzrAV}9gyqm)X^rx2oV zd)(q-HH92+pP>J@C5Qwxu#fg>*b&Lu*y+jwRU-6Fb~?39mFQob6ja&N>LK$A z3C$}+`}Xi3^HEbmb>F$?ZILCheRm~}?~pUm;as39=KGMb&VBL4n!#kSYub#hFM{j} zo?#Q>iXnWgJr=dQ!%5Tk{h#Xgx)JU2tO%Xz8)T)|-L1+#*NEi5d(T~o9pQ_=*>ZvJ zE@?9Vq2v(dPjc6G`m{-fkrf|b=&(mdk(MoWED<|mNyHk*?j_D3vT{V4%eLn>DK@Mh zIRH@MQ-zxc$tCD7)6n=*iy;HSXA{(NJtKpBjMZ;Kf z|ET)~s%A8C(b ztR-nBAtDv!Dp`tb2?^Ol_I({YV;eJLW|*-Lq7tQ&Ef;S|Wi3J^l{TqRDoc6i)BX5= z{^z;pcg~Y;V!z43I~1*EsKrJCE~r&_RY+UL7EJ{GKHCJ@VMkYDwZ>L&ob)z}I9(f# z|8|!x>B+=nZ99Q|r6>j0n?CUf`I(No5}nBlw*t^yPP*$huLC5+kL)uFx&#&S6{%X{ zmw|Y{tIck}77pJ{q24q!#aeduv#?dZSR=x7P-rF`10QN`f1nbFp(gAz^hsk})<00~ z>Kq2scarL(6QY3cMfblBLNqu#*4?VCh=8wfZ~qX@7nHcNNack(;L*OSgkReUOP2$R zvJFFUGC=F_z;`#u@wmF`d{+YOVjC>Cix9!}{`tW2r$m^hZsNV=p9oL>-irNH90j`? zH@^H4;RDk~>vfxq0mjzWe&{ywz^U`pFm7ag1BWX!I1^h-%FC7z!1I?P;nk#&PaI|}NLQBj7R3(o(NgQ@U zkBFOr ziQpe&VJ(mx2~WJed%O+3fGa4_e3yhgxGi0mG|qBIJ|(xrVKskfic55%?;=8E?e#}J z)~P`Lu+C>pBn=kkq^NRs$w0F&j|>Tl1?yolsp3Q+NLOz*Cr~cJc=(W+p@}6H&7a%n z!)=en#*;UkzemEGO)q(g|5D+N3Mp#;g)|7>60X|uDg}r|`?a>-N&xHPWa^EjFj!Ji z4Zclwgg;BsxoIKhxKMtpVL3eriP;lo8yp?*g>ilQCBAS_IWc895y?t?FJpY8xB`Q>7!EotHP^)e2^?ytbC*|61Cc1D4kT^ zj~{&kqV;2=K(>qK#(WbGT{f|`H!Kq&LBr&|j#NDORN5-Zevg0yJEQedTQ5ONGcEkG zst^d@Pz`nb&jSOsi)7YUdf}cjuIGA>0-(3t{&B^Fc&L@*r;fM8!_64Uzf(=|;Qe4x z^Ku~pI*$gLiun3L%f(X(PiAdE*z;Z1n2aS>ZqrG+-r#~#v+jw8%VE$gkSWnmNC8RS zyK%L1si2j4>@=C03Qgf%tNmUk!QSsHv-zr{p_Kb>`|LVD81fQNrq&q)`;^KZf`uy< z{g7UF^^z0J_DgQ{U7G~k0yPDQejFd{Xsm4iLIU0D9V|DG3^>tP?%WfU413P8S)bjb z!P}qPE@##s#KY^IQArx4r#aUS$(sl!RCj} zsk`DS5Lxs#LPTBN=o%3y3?F8L(~F z7N>bK1Cj(7wi4ZRplW%T`tHpF)yL&b)d3RZ%p1ILS(^-wZNrhVucJV`wX%JQbs73U zY_?9|3WY5O@w2IeB-o&}F)GNA29y0SPH!@x!G~mv0B+eVxIQv+gp^2z@uYG#_iPGG znzI$9KgPkg;iqw_{UJb>*lYO4-USXTF(rjQN5YLSEwg>YnIKrTZC_br77VXi<$vxd z4d&WqK7IW}h2NF?q_1{mf;|5^33e?JG=#V>e7+G2T*u@_DBFWUsYd+P33*R=@``=E zz%2z_St}QWtEiB7W^|OxkP4rx%s*zmq=MW((I%K1Ui`g z*F8&mPl1lpl5u(E>2QADN>y$q5nk55w=3$4g4V?qY3a7fAUZRCj_yu}TLg=%Jdc>* zadVfaKs^hl4JDVfTA4sI*g8lvVSv8gr#|0WD#ZS9C5CYLyF>B9#=`Vuh&JjOh$h59 z!FI;_&LApqi9Q)*uvkE}tbEsMln0IpQU%3+`QSDcXv;Rvg@lHl9pzp*5MZBpDXf47 z;?=qWTy7LltMazHW|9WCtE7uBt)#%&(!W1s8<~(leb9hqpAV@`$%=EW`QQ>mdgS{! z58|!aOo-q_h>92J$`tVAr~S5e%mKptk`G6I=D-_C zec?z-4&+V07=2v9fVtT~?j0PT9ov@Ruz5HGcJ6Jtcw}cX%o6D}CP)AReLQV>C=?p^ z)~#~gMS-GR>aej{4ix$DHry9tLiD&x^orw5P}MEV^0df?d)uPqZ%k%Eg5@b{!#OfY z%&@acj8dWgr?RZV-*^~{8fY8+m;$tnlpJ3=9XyBL$$Kd?!LfA(>tGub+(Zf+H5HgJ zQ%;q5bdv#Yf%jGk>1KiL(-+bM|7C&{x9Yg`RU%ycnC_z^n+!G%-{x%I(Scm{rEKJ1 zE(j92BW)D(U}?!xnYfq>Zf~v%yHqm4{hohC+C5l`qHAX z{fV&UOQ~jDIvM8GnxxYOnV{HDD!BSR7lss~0$JPg!1>StgGm|-tXlR+Ehc0Gxtr_P z`?@SB_vFr~{hSH0g~uIt`w`)9T~(L0Yb+3Mx(o{WQNUwoXmQ{399R<2EkCoD1*M|p zhqR|yaMzD=O_z%a!fSt-ceT=iK>CvSMV1QZ*S>k$u9yMSa)tgU8WZ7JgSP9*V+n9) zXfFO-Sr%A(yW|O4F`?j^2#aRHgsJCmoldpoz>b@wtsWr^Fr(U3#BzN9adtj9_8H-(0D z;H?V%AjQdnKOXdf2Zre|N0{%JkV=398o#R-TSI}ME5~nD7zcwqtbvtmD%_%T<)p9} zu;xj7NXP;M432(hDXB5Q#A`*Ex@{IXRjruS@aJ&zdYlARoCt#bhozLOW56(LjiQE2 z0L*m%zG;`50^u*+SC|fPc=~=~x>+I{JbV7>HLS~lq_>%0l-@DmqR##7!{u49XVsvE zT`?I%b@h*$98Uvltsalb$pn~qX{JEFM}XF=AE*EBp+LeH@6XRHb3kkCcWA|FCg}GS ztWX_g!orXWnRg}|zBt*q2T#zT`@oSi_ov99D*Sl^f~|r{S6&h_!D_ad>&L$& z2=z9x+Hy7;*6=Q04qD+01V!&FP9iZ7v-Q9y*A6nM>xrxwx23_Du#(hqMH(z?Z-_VH z%K~+`%<20Z$gt{R)DyBU5mY+cJLtP(VDh_wLzid(Oqa^YD{L}@&N`(K3;qBoW$<*z zXrzJBuWe4raulfC*I?(ILV;5~%ilV($*}d87EgjnI^5>6ig^Z!Aenf1QL!ZgI@yz( z{sRw)Iaf>$Qc%Nx@?pE9twNy0V1Z}3hLb0C690P6q(jH2ua?xxbcpuge_ebt1w3@^ zx_)r_P@vnvXX3^o@JH|G>5&I6Fip2^m*qZ#N~*@rqi%Yb^8I+oQ|Vaf@-bBTzKz36 z?PHDKCDY(Rwo327VhV7vqD>WcbM$pP+i)r&0wgEA7#aI7!_75mZQ5BXP`m2tpOLZ4 znDqK*cJu1XaJjRdmN%IMn%md7CWohk;!1tjsvjBfsjn+hR4^Udb%Hh52PZ+&$C8@c zF9^`$vEuc-i9eXwc7$C#Zw+J~-G7Zyrl>hUk(jz41u5CuEbTTD42C`6z09Nl_rbjm z_s>#c@p&ryD2W2mL`!84kqk)gI<#x8O%g14YK=JX$H2)R{;{P|fA}eHcIM=6XCNC* zK0Go(go%Hd7YmoE@W3e6kz$txeK}hMJMU*fimMC%%L)oS4q`oi_%$7#K9b|5h9-h* zXDpXgA*W}gH1=`7@dEAg$me2qu^{k;hg+wb49pM14Q8fU@M@>VaUGK^FxS<3abJN7 zKXN~Iaiu$?+%1riR-KHs_o_;!w=DWsPH88=o+r08YvZP4=d`#UTP`w9z&r6E$>@kZ z&aFN@;o}#Kqm8Dm!%PSK=2U-bav=~>8y}xgkoar89J@WizI0(NISXZyZ zIgf|eL8YM`a8gg;(c2Rq7yz0k4Z#uEv2JC#4|g2K)U=q_sBJ*UhrA~|o5JDQ=FbPi zod|Gz{WpzWFQNf`Si6ktLtuR7(I{V(QIn(3c@06=jAi*Q0GrvH*Mu!_vSp-dF9S4$$fQ}MtRnzi7ccP3(xP&dfxK&cETkw*yhK@ZA}oP|Nk(lJ zBJxT2O)zAK^qqJ#(p{tcpeX^9&M5s`7){1&)Lb)lKN9}F)Jw9fpkne{f4|!#I=1XC zU9&MS2lw2ub4v=##l5+OpSLT}u+q0O*nTDrf40Rw6{V-)i#^SYdCYWN@1Ah&AP*T` zL=OoIcxU12Goe3B|1xls?VHTyL>78SzI1-QrU0LOWjgz8Gve9g;>jEK~qsIrXv@L%rSahe_I6jVwnk4szLn3tSZ&p9O zBPs{|Yqo}+v&}{C_0PnW_zQ6A)xOP~$2cnV3`wdwN%GEz;y30-a{BcJ-teEm=gR^3+ma4;ncWi^vOc6Kl@ zVb2AM)F2aGyoZZ+kLRI<=_lTWcZIn2_+EvpgE{D~binjLEfvj{uSZnIQ*dgubx=By zf+L;h&JaFOu`qbn*GGnd^F@qaM@J?){u->md^`__GbITceuZc_C|R?)qX6Z1bFr&e zGVtrpfotRU$S8fg_`5QhjQx&hRmxh)xWRs=*2A2NA3Lgbe)`h!%96s?Z@f7;E7JXR zPLGA3&r7u_9Lz_axF>Df#u#`-S46gZD+z66rJlAo5HUt3L1=MDGKTss>o=7XF?`V7 zbkEmx{J<47yQw3 z&l%SW#iD)XHXh!9SiGX`nBi@nh=S*8U3nJL@Jz(-uttuqf7QNkfBiZOo8nwloBpHY z!lPhAo0$|eX(ga)oS)KDa63gqMnL9{Mq(nmQT7C$*9pS$uP3P8DgiiQtwMcp zA^`2f1K8bLB2Y@n?Pmcc9$j6e4aL(^u;5o0*G*p%-Z^?vsMLyz?xMOUXV_%C!^h?A zvOqvLa?>w!6IZM|k#gPsnmr0mjQx@1a={0I;+MNG_+zi3WX$K2G3fbo{yzn+B>Yr= zg?8?3IzC%nT~Paxg8aNH;wL$JRm|rJ7<>-L7Hti?yH5UCF;ZsNyeR+;wS>-{$q7dJ zEir+w{>I`p0yS`|It9gNhbTCmiF?8?b!}^+V%}*RJE=%Iie52#0B)&x$M*U6+L3Tv zD(mkX-w=xF>ump9TM>+IYX`d@T1H|m?R>LOVgmBl7~OiFn1)V$DjVWBd&Ky*L&0Sq z4Np(YX4f6$@MOiq472uRlogXXR!tAWJi0?W{hlw9$94|>>h;B;E5Qmn^kAIU`mpZ8 zVhpbFd!tV*PQrHiZ>Jk3((sMO2f`}*P#Wo(_mx;j(KL(qhWZ=>I z?mV%wa6Fv*#aR4-1G>@PonEc!gj)PYYn{2=vFJf0_o!eHT1i|8mnz`wp>bNNpdk@S zhD@=Yx|!%IaW-RPD;2FrbK>t1n~3TD%-;?(@3I&G`b{u7# z!I<~MCa%Ieps3AnTk)a_5O>=B*&uF)y%i2bq2E4eFXJ~&?1;qYTN1qYxg_ALpG_D4 z+(|{Qv@}9-Oa_Lp9X`8SIRvE}V>Q|zDWTQ|=e^y}_oKAf17F#pGbkOpc+qsw3u!!e z6;F>5P@Q>eanVScuv@*IorqjC?JcfHGw}E|gLO^nRFtfjIT##4N7;&=?Q-f& z^dQ{aV30+{>9EnlOyK0yUgdR{TH|n1s^D{qO)Prc8=igHACH6^cU(GrQc%#otYQ5D zGO7(XTDXQ~VgA#1%dSoglp6mbX;jF>fsdjO=ewwwo@_rq+?I@0ljrS7^9kr0`k9MF zk4JT#{L3=u6S2ToOzdq*8ah6>$1dgM4w<#0{LUd7cFMkMt_#V=;CvHjo+>8R=&SgA zHKt&oObE}f=Si4!>)>0vCyBT#@olb8S0a9UxML}4j){TykGVn>;9mx@ID)tB#)bNhcQ6aiEZN`s@3!?kRZRy#lbTMf+#V7+S9Jh;ZfCMDf zrEN}AjmL${-$hTFC8DpL8zYvQiqWfl+k4u`cs5_@bo@aYE|mPS?~%&JhIl>;d21FH zU7yroh|+PFdtxo`1-jJofGwr7UY@Z9M>1ND_T_)yb~b>(g@4k;vtvug6tdtAuo zKV=%auI);FWlO>j&jlZ!v?SqF=mf2&CKIcmu1#5siu&gJ%eHefuzl?+o@iGliY;2_ z^-pthbELs)*0>12d=m6xZ7aa7Ya3@a#nAD#h~B?3H44hlwI=l6CL_CS?3pH&g5Tfs zKIC1>!l{J&?ITCC@&2m%if`Llxc`!vhQM$h&e|Sy`(0m%rL$4{(p&RzO7ZvK!H_IY zU)86n+)T#=-ISj2Td5ezV^}E^kcRz*Q-`-)$>jJi+o*V&id-2>yjr7l(tbQybCml(heL)@6bj*_sx?NYAiS;Dqyg>de zeB4jWI+Vk}1Fb_b4kuYS%gYnFPPhR7?%;i=cfJVUMtPpUfH}zT6Y?aAvyX50*zj(S zrQ)6Sd!CYZW}$G_@sf)>=~(O9?%`jNg9HPkY?uHU3jybFiPXVlj`Mi|uP% zudoOO*mD2o^BQ^)Qr1+B-PB}bhV0kAkC%(FyYATW@kka{h7unXdou8)jgzqzrw>y3 zlX<&*7RLLIare^JuEqvi<<|zt{oI8MACboO;THnQH(1n)+3RPp1Cphh0gi- zQ(^Td8h!1Gf6LJkr?Z|k{!JqK5sw>5L! zWues!Lw@p7KGt4%iUMjyc;QIBj!9ZEW{mAn`@OXUw~Rek+wi9tU+TV;A86<3p>k{f zh;ugjH)pIgu4kZhpuWrTP1(p+=q^y)#zdpPq3^f{a`982#FLDq0+g2Fj$L9F;h}D| zN?AoV{=EH>`*21fei-(b0ZxBSc%jiN&7xy>2(?q?B!@Hde32)m87L@x!|+>G4o=ke ztq>yTqVp_Q=wfRDs-H75n*LRUohN5E&&(BL$IQ{%zruMq)N-`@hI}@z_8zU=Gr+*6 zuUXpHEwa)2hNjLxTPBt+=N*wbnvV*@`I20xim-~?@0jFFF)C))M5YatV9@;b(qFm7 zxS`VaHmu7-UoYKLn=P3*O3>>#Jiyt%_)_J*ekBV@%Prp%pb=}Ip@0lU!KfcHgZSrDLC#bb{Ib`L%y4B$4;#%L8Y}qd(DZ3SQ~fnchCL;6qhh=?i|WT@u*T^;r)g9 zh(A*J%Ty71XD;rRqO(yuI`nq@VhKL1BJL*zmSKkU4)cetS8%JpMxne#39`fYR+HZs zqOa)<f?EjL7o_<$1up|p`vTpF!y*)+Pcvae4!>t%e0XrT^Rj@Jg`OPn> zf~9CvreyJBz7%KfwB0=Nx(LHHQYGWFa#7C3sf#|v!j%S-X075ZZ2sdgB~hG<=G<#i z7tR)7V?=dM0HX-sRd{TQ=3-;P;}w#sZY8)nZbzBFRWb6E@%tfmQBdzYcIDD7a z`@!GC>Hp=4+;{t#=sQ$;QRH_8Ue`bOb)U~UpZ7VJjVt-aiiToDEI%)$8dCuC!8*}=%L4G`s;A4Y zDugieQLl(*5u!{cw1RyoxHJ%2^>GsoA)>|c=UeIUN=UHmabTi1DP~o*6&(X&L-O>` zWNhxAe=31OEGlq6Tu&6Dd`w?A_7Dj|LpMLolF2xky=O*xf&xAM5RG;_8b+LtjgEED z@!8$8vr(A|Q-7!GU71vfsU-(k{U+fttozbVkdP3~T)WnU1Y6TnKc8}tp)JTTI~hSi z?7la#p3_te>=v@Q7(z#omD>YXDJER5yno($nGW4Rzta0}i_xm1`|=)75!S!pD!z7( zgx|UT;M4Cw8xI5h2^0^3E)7MP6Ch3fx;2biZ-aLBE`fCBa4o~^^8RTQ>*a5B~ zvjUVKJlm(ZmjsWIv;NN80K4q@2@peTVyF%Tb{jkT^AKr-@R`o zRMGK%saRCMgn@dO_l-^i6x5x4-j@B1gb^jGYV+PAeExCCcUgZC4oQ0b;9N~X>ZeJ! zX14xyy9wv88b2l&`ma z!o>J#hv%2XXxM77o6#0W!DGW$F=y2&u+15jCXy&nkqb(ZuBBp;WF8!`g^pA1lsl;& z4DdeLDDa@1i5F2WF*N=Xypww7$o-a%%oVF@Vn0yewLLZOwl)Pz73)G4<=JNkxziS9 z6b$)|2DNF?u;BipnR|?mxh{ELO$-c4o~UzZ?mA~=yb%Kl#c!*4#0 zR6H{>mWcpRK(D{qPeqOInL3&i6>IiNq#Es~;Y7-tU)SH!!KJKiq<@}?-y?fPH&3x3 zJZb(@!k`p#YcBr!%GR%T#Y6RuX&N%i1#eXjQ?P=vdv))53VhV1UG5~Z<4hyfKbeXh zmd88S{iNZZ9M@^WkAdKQVus=rCRDgh6)2lZa4ClG+q$DnIJu7WsBWdg;^oR~;$cOo zlNaj#b%}&#=Z3z|N7#MSv&7rUuJ1s~I}r&B3iua<>c2mvB7=F9`;90avAvxqBC{Fb zG}^x`B$kFFl|j;4_GHvua{aVvsTk_VQSI!?|lZGlp~rRo3T)=H@a=?I}J-ar0na>*?Ezt7YAf0*rgtzW^Kvt zkKlSfYZEHoX&Q#giP7;qN8#&C2Lo3uP2IMfVqwyNi}So>A-6F5) zcr>&9?06j&xpNU)pFO3bu;lPZLm3)c@70#)?xDkZYrM<8VFs#86<^9KurTo`CrQA# z1g9%I&NCBAk-Q~ni1#WBeiIr7<&iY>G&icMhEg!SkhuR2yZ@KXw`sSEQ4l8L)_WKj+jIq)-3CuSaHDMZ0Q^?k2_!a}siz1_0Ls}K{M=bpD7 zBSGGYP`T1e#<}ky-=&wa`#D&d<61Tip-cSY=0XhYDNy=;k;+7uT1)MB7Ta%Wl`CT1 zDX@F2JhjoBg!{uvkvA*Z^PxF|_H`!-1u1Tf$yzcd)+$t$J*GhF!i3zj!!*RbJ#>rN zLdVFuMwuQqPqtQjx^}a9UYi&0@H>P8!>xvH5A%!JoOC&@JY0;n(H5x^w(pNz_t&Up z`?Paz^xnh2bR^GHB;!h$hW6eF>nJEW6JAhWl6Ys7zakX_H*ejZN2nnkBgoP)*S4~$fn zr5EGH?2rB0Z0@zx(dWAuY|gFSexLDyoyWRe>xAVPxK{Y+Hi^cBF}HzrS~wj?O|m6d z>ro)==&@afn+%3`nZu%T5d;OThk4(yxn6PAmiGt+p9F64#($?`-TJ`xr-f|&@7_GO zpu@!CjVbCe6Bc&Oo9_B%K*JnAO@Swi3|_;RJ&74bn0B6w(90~s{_N9~O|HdQ9{*4_ z-Ifaab?N9Ud~|Geu9A#=#ei-E;prH{!p!RaJ@kMQ+^-0I;&q%3i|yY}>9Ob0&lRp? z1qQ`<^d-^7V1bOKgZ`mSauk$~n^_-Z^Yd1q@1EF68vfbXDe|sm;IZ{eug@2lNX*hA z1q`w4Gu*yE{0tq@&dR49ms9?~mn8dNCxfG5b)tk483u#JA6%-6;S=5({q8gs%YG0G zQEGJf**-6bW%Hz+smQl7iUkd+g`jPcrFcHqOZ+#)K=^ujUp_q=@*FLH{Ju(qQ}pvv z&LJACyW1;UJK6s~6|>L7k%?bR4#|JTO7K)cr>MH56y|&R93!O5@i-;ugGzD*R^F!y zEAJ{re~~Ta-DW1Vi_e*CN@n2XSr^a#00vTwo_SYFGSOpu?7WH_3;pw*KFh{S(6Q8A zzUe?26ua^$#=hk!knL0Y^t=L3o}c!fu`9!>n$n$>WlRiiRLgOjrQ`NcvRuA29ieKK zn*K{Ps7<|ou&R=dS|t#jOSuuv;7)m@Vno?6P{6wxI_JQ zOi3!J^wq*I+G#MFlU90R#ek%8T)J^H6E9zE@Z-48!t7O>tu1$H2x=we+g%~U z;w{6#YR|wMohv9<5LzTmhVo$}UYfpVcOItg#fECOuLN?}g!%K_B-1GsF<>4WPofW%nz&3k3+%W6XDpWMgyoWX}PeEbPAj zAkK9v6JhkOjrz=NtndGB*P50Gw=I`z`)GwQ<~IvgJxfL&oWe71uyvg~>wGAdy)PTu z%ly}v3xhvR+di_gAQCQS@$f_zjLA>C4lm2bXFs8nV@|o)KK3H8RiO}H`QEH`vLhp_ zP4(lNQ3@`1R&V&vmIfF9Zx{u2*N` zdA^XZM_V>r9%vBM_&ofk_-->jT8I@ zRy=gevfZ2pjr%&TR+7o+yQdv*#hVBTeHBrUtI23|l+wNbEDdg{s>W)(nXs>O@IH1h z8z)Zh+abxyg@d8#loeaI>)}aDC-QQ@zw`3$d*>5jcUU#@%#Cogl7BBW#RegXDP<%* z7YN%u`@HjyM8N#T=csk3;=q+JGVIEg3JSyBBF{Jj;x$v-5~Ol46CXCfGo1x1=2ExG z{dj0Pa}0c#3`bMNt|Gg^a6GU0u;#8}B&yBdepcNO54EG;X~#=aQ5IUup{AdS3tL8n zsR=o_C~9H;<7YmoYz212lQ1shv`Q@?3obUCMMV>7zy*34*f47m(XqPef#>hqmxLX-~2GJAe^RNn8+Pjb47 zP3lwU1^z|g^Bbq%PlV$jZcyC#cQFNL*Yb$^AsXgC7fpMqM2b=!9Zcf!0vPRoJj zPe^V%5XA5fAd;?~Wo2Y|5MRZ_Ge4xABP1y{vfP4)PJTivnBgRr?e%cHEUNqBs}bX?2K3AW2+p7N+(#do#3{6Wp*s49=_ulv;PVkn=PcJjVeBr_$ZC3}vr!{kPi@qyi&SQ|ejMs)}Dr~*abUhA3 z3r?ld08d!R6!o>&2cuAD$Sc=~t=pjw?r+#Wlk2{)`p0xKcIic%_O0`R;-=+xmb}iy zJLSK&LV13K&GyUbOlWj+(zXXNMgKkDXf_xw;Mzip`eAQ$-dic$Pr% zp?PBP9J#>zXE45<7}cCP8i03VHs5?!ITLyIJXX8K!U^)ZW^sY62%=he+9+Nng5a`R z5Oq-sB2pe#afB$k6C5vIJQ{FTB$@)^LVB(`LOG(o?!Dd>9H~0pnsGV=YF06arN|b< z9d+;VQtdE;cLn+QWNkR{Gxrp??fM8JIm+cp#_m9(`A*cc@On2wS!V9cQKQ|2$9An( zL)`Xg+@@49(-wgCJg*H>uOryJ{`igg{vg&|);%Of1QX?q9ld475k!+&zp}=oNP@p{ zL~lAYocNcuS$*!2KcSPrAE*fjqG`EC{INMX!sV`fOkS-Wlvs8`g^fNay;kK=b?r0} znB6jYdqX5)`B&}y#+rCS)`EF#^V>vX>h<2%bfH9I_b0B^=i_4t50cq|?%Ys9ck)-b z_mnRovt@%``rZq~q^ck1awT)bcsAMHobn=?pDfa)nxlz_Eu+iA+~Np*38BRK=r}_1 zO{d{%!)QW@b;!1abd~T@N3AoS#aB0qV*s*t}{ISl^KuV~tWBZ=KJn=Lof!_q#VqUL*nv zI$|=d&k-DNUx%6O=-pq_Pb|j)2i%+d@#E1MAKZ|y43<#}Mc?SdU!CWo@l>&3VDLgb zj#!yAB`Lc?aOCJop?+6Fkb6SJhvi3fD~lOyiwq=Is~Y7Z!=IozST($pzf8z$$j{w5 zbBqWhu}-%}pT~=_qu#0{FB}f!rkLr3psA8tY^T15I4Hv3`Xe}$X#Ui)r|M!P(ILf% zNKB3U7iPFmsvWP`Qsen)Be&r;HWwFuV_Ab^`$eE z<7+Dvr2~lIh}Yq_o+S|*Pw(F5{x6Mazu-P)t(QSeud%U`&`l>!TLrJyyq83*8>`|L zNRJ`-`-!Iq8pDXMyQcn5R`?QOQg8m5SY0Hn>a?luV$sCZ6&}{TqD8G0HMe_+kt=F*!tMiD3MMV?>3pi6evkhQH#C@pgA^ z$%^1(gpaZ8%=nr};_?B5wg9z6;>fxH^{}t;#JLPkZTGjaMB$Tx_bwA51TPnB&8sd4 zqI)83`pe5*VBPAwrhVESk&}U3RM9Y$*NAp^{&EEu{aLqdjSn%C>Q(z{FoMuOq&};^ zHk$A&%w3jxB8n(~Bc^yea!pY%Cx3$J#{~ z7CFx(R9rmq?sfWL*P1W{9)6;^V{<%qP5Q7zb7G+zxaUm#CQmd`(oanN-bYCO*S9x4 zPz#eK8G^~kgtGM707yo-48-aAQpj8ongSneUl|$&Lp`d5{%9hCHTvEv zY)D5^%7RB{QWoYnh?G6|%0a~A`m1f^Bm`7cbk3KCA?t~F%h~V{^i@{x@0bk*Kg~Zd zcV86x!s|O+G85o(!);8Ql!kfll`s4oGQs`qo>6dL4sx_szAora#odk}F3TzQygDf< z=Mf%-1)bwX+C9-QpiUKBjf)3YtCLywP#S1=GKMWjvv6ZYe$pqiJcPQKt7(%-C{|qz zX|>D4SqYP5ea>`bY%V&l9F>gw4_8&ms-$3x{N*SLd!Mv*Xqe|_-#?rlGIhr+7e=>u zj0K+-Kw?F*fRG; z54k5_z9vIkd4!YNoDD{jg7A?YsR&Zz3@VgLM$#c20S}2JeSh95|UwbozRugJj2 ztXGqDcs5=&axJtv=Hb~lfsHDZLbM&oSuyjQ42jtn*IwD?BjCMNQ*uHkR!Bt%s~pR~ z-M%Bt62S~4)bOp}keG?)NI9*;syQfE{kr)1dOoK4=@++7GStn2ih9v zi&2xj|G{=WDz03l$}Hv4u<10f>67&gB#TZal(y0^v43_$oj@^?7JS@}ULZktYmdT8 zeiE#DR33`eldyboI`yMaF)TVb+ox7hQN^X@zN&}@?+=TdF(M2YOjNljbu$sobyrvB zI}MeT4KL?ii}B9+VC<>pBE)Q3&KY#D2=}gDkWd#RW1PF?sFM)|k=-{#633`0_Zui@ z9i_vltABgMAOnI`{I~P3u&}S*m$v3J1L{9bROu;H9PIQ8rq2~aqUzSSuJ&T=;80nv zy^jLEp8WcY##GR*_x99x(a^PRd>~GhfhE;xlc^>q1T;9N?QBYL@0*BzXAld2@0xJh zXwXry`D8sjV;@=9ID8EWYU zE0=4yz0R>v*R~8&-*@j?++6}oMai@Pb{uQ*$aRe?LDT2ms|UMF5&2GkgMw2z+$6#~ zO9v{@ey#hhuIV)-+Z<(uS!F63TQ&k95IJ-Cb>^0o;937H$D1)AxgF|3<38Ghu z*L*otg3K4kY0D3npzq++3R|60l)NZ>&>3HbWUJhP+3s>k+)+^X$IASKuQHZYv^;^->Xqo3WeZ*N}|n7s0qr1*eEm6p@P4M7Z^D6 z$ntnpAQKzToO-3u%fhBnk=llt5=iJBr5I8Q`LET`bauMK6iHB@Z2n@nnF-xs&@r2TCVI*MvHCV#P_qDK4b4{}=p zc8z^r@OYDpplv5Z?kMMiM)?Re9<4-8AIxc)Lx|m;t$ks4$HnDm49G&*WJbLQHP;Oyr3? z$QM#h-&)K?0)KPX$k{xw^gXsaJuHBW>nV;EH;b_D-@L-3trYxP8f?{crXtiL;PAmj z8u~mH4OtviglOsZbhPC`gkNvw$A?VxechmJ%E&;>^WL?3(;3kG!&;c0%EFPo_ABQz za$%@nL&<%WkM93usmH$;B7Nz=Epj{=Nh41*Ty*mh=OJiwc4r1Sjre}w_D(}3uf^8% zm{e?BSt4o2N<(mwjXmXXCQN5sGVVF$Ah$oN?|?-{S+(#I&n^`9L?%*sgbb-huuVZ+V(fe<{s-_vBVEgD(HYYR$VC*ab~k&LvCGz_R` zyga-q9+RPeX7;}E!Qd{tb-JOKFq!Y}_F>xvlumrAy5#PNIf0gA!x~p0FJWCOzm>fg zJ*ut^-kXTCVXyuMZ%xOVsKBdYqFK;UkzLk276Y|oDHoS`{oo^S%KP<+H`K0=^}Aj4 z!IAEJdZor8IC(5$jr2$~)~9~DMIBE<&E?o@1ylH^_x0^MWr*42~27)jUSRCNeLT-3wLZI7cdeK$?lEI1LT1v^vu zTGOB=`MsF4C=>q!009606jygV)&Cc!GLo-RND>N>Br_5|2%(ah5t5ax>^-h)UE6i- zd2!7oZHXR#gZ+8CO5@isbj5}(P$J@> z6K(wS2wxJe9D7GoYE6S9f1Za}Z5n)aTNJim_eb^;)n9njlDP7yx3Xp4g_yS%8QO2| zLYPL$sX9`$iJ;kng(rKQ!Nn80G5>TR3`BX#L@P*eQcQeouqF;9?z4REpSC06j^1?s zXb`b-Ys!C)7ECDS9{gQv9!OX^`-JbXSj~IrRhRs6OBCuauvcpbKuDu!*NdVUaP27B zqef0b_J|foV4pAOVe?YwNS=i2re%#t*+9aa?X@I-T@YdauKHI&kSEb;^3G@Q;4Wy~ z;4z;c^~KX`b$m~kqG3Sko*qt5!g1X{eH_#@l&aZp;_(WA*sFqnzhBuClUHBdFKqW9 zez=(_FUfckHthb>+ci%S+P|vxe%Bm?>z;wyHfL|t&u@`C`7#{W^@nrWTghlsi4bhx zMuD3BFA@IOv+(%uGk@KXJ3-PwUW=SBp{)vy^Wwh5Km$*ZMZXgvW=0!nHaQM1hD^u0 z^8rX;oBJ>9a}3@DLef+#35qKBA`Ydl&Y|$@wJ(o@K}yiPB>h+zow}0W&(_I-iODPb zA;%$1-y4mHKJSio@mVPydJ*u`_<7*TbOIXHbpDbLr{h`6lW&1fsoV}bA?bm}neyFcyJ{2Vv4YBKbD+9+9 zF!4h3+U^HhO3w8D9$2|s<(0JkPm7uH)97?-waLY6Y9CyT~ zEuQ9KQJ7c#SYRQ#Wa>*k*kxfy>SvAPysJE6Nsf#C8i8pku?{6lIDQ-z$*}$u4a#6% z*KOwnX!CPRW&5Te=8cNmZsANcPGwk%s!{Q(uflcl^Xgn&7b=t|sgU7J?Ht?~ht}th zbFx?QAwMa_5@+rJwNu9q9%*xe*mJQn9p=8UyH&H#CoUWoRj-*t6XI}{B>G0;Q38?$ zYFc%)QsKsTxjF1>3R=t>TF%FFM&LF2tZQO0GakC=mvc8h67rLlKtnGfeM_3n9JO9%B$0 zPP9pLeRY&o3gMXazeYSK8(2&bZ*Lz5g5MzPXQcH{5g=iv7SQkrK|kR z|CK|${W$o;Jo?}r@Xv-Zr45>qy@frTFU?_~_eI zFW^cz$$p%ZR#O8H+sYB822YSE8H&6AM8aUY>GY1eSnwnt{+%pmM~EI88ewZE5u)?u zM@~A#6CAcLh7|1LiG5BPv!LkTKo>Nho`9cIC=2J05PYWY{^lG1K`Q=HB^w`$< z`kBJUmj6abUI2PJ^qXCVNzia$w@Y8;^WRA6i`C5m=$xHcXg_XAj6Aja^Mb{Zuz^u~ z{kS8+ls9@}g0dd@f1IUwrTy?|3uD|>FBV+;B$(dyB|-W7os~cIOaz(MTyQVWL{p31 zw@bI9(0P`B&jzIv;NjiJ^T5msEnL!n55&3Pk-SSnQC0x-WF>1|b4bV(IeF>tjU-IT zUa78&Oow#IRimgXDi-Zn)#A5OF~9Gjjk{eOMl_N_d8)iIqO1N{=Ak)5P|6xuxRycqu58%&C|npO zXqep|C?dHrA3jA}H7(VP!1mQ&uwAME*Lp|p1n$Vhtlji?qhE>8mYO&@RF(i%)#2oC zEvtIUrldINlY(caeYsvSnGg&4Sk``riceiP)tM`D(KcG4ez}kadv|dOl_m3RT`Yg@E(=t>?Otfe>u1yuEuY6fr3xeFp`|P>=cY@Z-T0WD+6l zcJkTyEnyp{a-D{!iYl(o9R=v&*sbRwm;>|e@=_YoiI|mAYt-i?VNA|PeB@Nzs!Zt~q>`H`FRDX}fnM7#Vuo7-g?*Y&vcFQr&W4=^#0!I!Qy-{Zq1uL3yaXJH7Zdy$~E< z+dQq7SMSGOlHa0K0siW)Wg(49xQXVU>YJzn%XnkA>nR4J@3Q$Y1c z67ODK`d$i=9phURgy~2-p5mREQHc;QqrM^DY9z#LM-q(zYnfV(F3D<`yR!3n2-0z@ zYUzO2*3~)I`uF?Il_H&^wdz7e8JuHC6vLDwSX(^Lj%gi89y= z+D_SdS77h5hM>Vb9h`g97Nm5lFtTgnqIXO+e7$bumEWjBh+iJ_46PI-Ch?!KN(C4z zyR2<=FAtoKm08Tnd8m?4o({Fn$MN{j9<+0X*jGIMH1&Ql9v$N4)81Hy9|CnY$1E%0 zW=-x)Po`tvl@lqo{e_Ti@_5tXNQ0bBdGM=qImr38ORaU4Z%HiyBOM(y{AK1b8U2ut z;!?LyduyDiPJuj27HmHT~E zIWB2#7$cVGFv{7^`lY@KPgO57oyq7cvfd) z0U}HWydLYoD@X9g_)J%Pm@%CQ3@R;tdA7xCn{09E#?gEVKrKm9}Db% z%RsvFfj4D4Dq$y>BX7oChJm%_ZQQH4leT7AFJrrk`?-bnn>#9CG{9TGE2t7*+Gh91 zYF9(%Z~kVLSq7%fHdL_utHrjM7gJx`YBBevS#Lt68rgF%r^9Yng5#K7!PKuxsBmzk zudk>A;}QE^7Ci<&I8}=-o7bX8x_;@XNj-edS@YAx8)4C@_i~iw9R78T%Bo1#;mZaI z@u~p^c9~{AlN)7Vzx98LR?Ic{)B0$+eP=BWH7jd`v)3b4S}!F0aRd6Vq&ye(JBM&; zk&~Y2dFU5KyeyJwf~V0P^_mBDt2pF&5M)z>1O19+Om`WO^M2n(>1Cj_^Zhlg|0(Nz_;Wd?f?L-6Jfnlo=~c93T!k75K223xHBxu? zzAc?+;9S!^ui5XbdDz)Uol?u-*RiAiN?Z}-SoBvWHxwe_<r0y+Wy=Usu@8bvqMm zLJAjXZmT{*=}x*{P9BbWOi3SK-Dl4YW1i-`D8akkIxpIia`9+unQ`uo4ER|O@l+b8 zV~4MbuxfT1UXygbTXnAH$?*HqGo1rv^}{KAUimOoV85zwa{wJsVzZXYoc&?inaGE6_ETK0n zJ=f>q%V0vc(#2#9u>9+Dk_d;NM}&YPJs9bw8`pn}3q(`t9tE4{5s=8^9SJLn2VHFZ z_N&dQm>lzO?tGF3E$YM2-fcAWX-P;}|IJ2B?vm)s95NUOYWD{33C8#v4|}6Ef#}>; z@zDHRFuK{2Be?xzp<&4SHoiCsGFyDuP3_acIiafM;6}xu(~kI={9I&L?Y<`UGZli; z|M_t_gyG&6A-fSTZ}?f7Q!4Mc^D;XhN}m=C^x-Fz$zlcdo!7Y8yZ((A4-m{D+r zQhB=HA`@>;njfE7%7z+g@v5v!H0UL4KKBS^VnE7$_064$CWV-;hGh?eou@j)T-%lC zq!;&RScnl!DS~`Ehfd*^(P-1p>OhcnE=(>j#UL|!j|ll&Ea0J%!Cq!w@23;)AuLF9YTubZW|Hl z5#e7Wj(CBT@xXoi=2+lUzsz5uWVD5!YFwm8fmASE$LoM17oH{_QwRg41+C;e(G0WZz%coRAN}h2Db?`|Qc!yC!zL)i@eXYK|8^f6*ic z8Cl&8Mt(&7E{#sFa&MxOMi;QnJ4s}d1YSM3d=$a-}K|<6DG1cug#zZ8T~Z0_DD0O*gFvI z&xmO`pBRW8l4M-po&*o$Gds0Ery=gYCTi92>OX8?>Tt+w8j{u)inQHN0p%~ZO93SW z*&k%@S^4>*ur>8aWQG^U>Fpf?ErD3>-J{FxPeT28vnu^h5?nLSul$V8K-|Q=FMVZH z2qrvX`tl+HOk0fiHya0I9rgN%G)D*u-`$We&Og)E1*M>#G`zLSW?1yM1g_}CR&nLtF`RVi=X2_=POx%kUIwVX6%hM zn8U%IeEiLtwNa1>?fKA^7!Pvy_FCO1smSj7JvBzo#&&n9&+2_NOpbmE-Zzy6!}7Gq z;GQV3pQw(xIN$-Ni00i6yr)2#vQ4Oi6O7p}cI(>uVchuSum?E;N6Oe%{Fmckw&~o# zro2R`rW9&5u%>}rsVd~QilgyUA9fV-X%XFZ|AjEryoqJ*F;~9B0ff93C;i98v&4wn zTk*8tb_CPCY{!9rW|-F((`SC}gQtOCiDiRuSm5Xdu6E_!SIkgbGg8eggWYB^M>z9 z7)zIRtBy*9tm!`;BXKWiUtJEckJlzlixxs6bF>L?uPmcc?sWK zLy#0Iwp6__4rI@{&2t}TU;JqIU)uTH4F5xQ}zC=j|AKCZWQi-mbIx%j3+BDftC87#Re_-jIRe&oo);zQ3^ z+c)tryj<0<&FPHsm`U1wJAFd_zqyMR{U-?10G`c3qE-YGGn0>oiVW&YuWde9dD}y!Ni*8M7pL<7{)GMiODi2NUYS`5C82a>XrBw$9B4)yzAwN zNqs2tR9Re(@srV@`M$h}B?Z*n!*fTcvk)KK^IADJ6_%=vk}kyoU^*hS*`o2ot#Q4D z9&2YE!l}{pQm+3#!uvt(CP5)*h)ryazay}+$ed1LcqV*B zFFbV;%|`#bwpxW_aS-zKL#wM0)HexmN?Qt&T-P$aY0QTFhj$yQOmgvz&a0JRRfu4d+xPdVmE!2pvn1ER5}1meV*S98 zi%xb^VsTd%B)Dk@{zzxxzGB;Yog>*W{$SRoT%Ln{ea)9OXL4a_`oNGws1TyRa^t@7 zl^}WBW%kEvOX#W&F!+O97H(o?;iEZ#HV);qF8>Uf@_0d+s~V+NZLOn zbigkYMq79!m9HPe|V24(&TXh`5 z5&|!jG7{mzAtGw(n+A99ZfCL>6-Qt1(hH)~pi>*XtSr0glSQJvH{|7@mCRBm*_8;+ zgcO!Dq!@f#V{fKh8ws0CgEAi3XfV{LC%^wDLu721%Q}7vEG6X!`*&u*f+~8c&VY(t zYsKHv#dGoWjld5pfz|tMx&N=yB@!!w3P%-A1)}iv@9gj4evlwf`+BYJ#n!}DRb#nW zv{~(4%O{zH=1cruNA{(GwKX7WZXFek*Dgt&ev%1kBX>TZCvjj1wOE;d4~6|Z-tVm8 zAvi+eiQ^oIfbuS(oSQQ7h)U~xd8aWI`ghY7tM^gits!YW!;y!B?Nra^+C2C^(|oz+ zWE!Hj|4sCACWDMKD-AYen8q5J3c4gf(J*o}crgY4f{h%GRb<1{KFK$Eb1sr2T%Rv^ z6~MaGd_eeI3DlO`_||$=z|N-Kc6?I_E)N~e5FgHgAxBkDr*bB8(-O>*NEv8sIJ~7i zFB1*EEN$XvspuOUWV@lCi`KbKf-gShV@2}$BYZe*!A-RH4>F z%cKM;3l!=LZyKEU@$yb|Wr0zvV3cK(iTt9A$4BmEA^K7B<94j^y==0CFi$zG^beVwccbGH-%aW#QW0W4eyPxAU**r+P}R%9G<*sE zEcMo%295Fd{-b(%&^j|XeBeSMzFhqEXk4olAte{23-v3YO8k=} zC6hP@dL<|?E}kZ_l)~f6=;u8r3ZXY)bD%}05T3*!Tfs;nUYnGC7}F_1Q<}Zio%nK? zJrCP0Gfu~rGEL_2s4Da-J^EqztQt}40*M~m8f<-HIYOGOMDC=T@w5A72(#XP#g-_A zqw%v16E{o1^^!Gcwzw36$`T3|ilTN2MoqhtTB@9pXJl{n!%;do=N3g#Oo1LIW~ z*f}ZK7y7muvX@y|r2Q)(7Pc%OeP~r5e%0y1@tySU)n@u3p-rw-bE6)VFL$I{v)`(i|`+4}yQ zLopf^1GkvA7K3BhIVXE(8G8NIn`*@9P>BgSa^zekQlw_@7H_LYkb3cpX7*~tnALS| z&nm~ng3rs~GsUoctg`>RXEA~%Uq^;{7ei}I?BZ^jQY0-+-kmV0!2bXM0RR6CS9drS zUKo~CipolZkPs@PDV0xlNg0u>tg`ps*WT+|_g*gdUNfbTy*{Z#Dx=UKBT14_{Yc{H zuk)PeIp;a=dCz;^@BR8;pHpL#rsEiMgTyHY1Etu1{Yw@vz!@?-x4tYLZ|`FdJLUMXZ5c?@=Fe2616s-K9xLb)ba z+*8ndX07et;UrAj@^MFDOd<*l>V{^_rl65HOMyja8XkZBwWlFB6a88LOeZOk@yv?_ znc(ysTygYj3Y^VAlYgpbQxsG1qgT@TSz00rZ(*US$tNO9-W%CqsT90OeD`8!NE+S< z`mLWVkcINyKOd-!QINL(Wq-13E^7GpgcwTDk^NErqjCxr&6ozSX}`}vdyj)mYeH#Q z;-J9D8X_X|MTcg;>**M*p3GyEn1x*B1wCns+33EzQDSvA7wemA-5ajZu}$movwfWT zcysAs$#&ZU)JS`_U-KLdThi}dzX=o!QxiIr-#|ta(~w)2wvzGw`MsJ|E)<+}Q?^ZH zqv8{-VCSsvJj~VFe7abjjs&5{_xCk2(B7-0_={r!s<%Ww^Vz|`+(o;tFO4}k>t95n z22ijdq5h}wA{osIE=C*gQn05-`VM_B6}N>Za*yn#p@Kr}LGye%?$0`Xzlu8_zs$Qm z%*ZUjgBAZtRnQqIP$PS(3G$Htk8+OZhFny*YIPv-Hx+|hcRX2A&%-4XMg2)JIyMTd zS%^$AFzCZei~QaKv}ud?Rq`!D(b>Jmmph8_W76IQvw?hcw;=v(lXMFuL))UFj_`ts4M&4nd+f{DV~;!%oJ zn{M7?HbwYYw4+P(az2)Pw8|O&%|J2HKK0B|241@sDDWmfA6usiC;?oBcwT1r)ej0q zsOG)6HRMh){!Odz>{}^8^eQg=M=wRY)~BJ}fp_q*&$%yW*Uz2KmhZc@!oWSJMhcYw zF)-%y;LpZ&ejb?ru>Zch04q};8tNDqqPPD)=7S4GsMP-Q^;6>#2y z^=&_`i&0Bq8>ic+5)`Ct^U*0TM6PpXPhYa<DYH!*_x)Fi^B7wr>5p|@V|z`TrplbxR2Fw&3lB3_k0b0 zF)!xf*_AV!dVbIl&q>7JlxLuNsoXOOaz5_i=3gcLSAdspvp))=GVol+{pF8bxyV}< zZ0I;o##z_RVf;iADlNKavu2Xe_xu?H674`;YJj=m>%f&e!=6RUs%hSx@pkwNi zfY8zMbv@-OKH3tOkJbXDm8I%j*hkpKzf-sG#!Eo9-V)Bc-TqRH5L zs>?3mP7X5KLNkDphl_03EUZk&(_cQiUma)Q(*uV2eCY)!GTPI&5=F-ys>cHN6lY^4 zr)YnqAql5ngp2g}WufF4Fa7%l61Kaja2)wd!J2J5e;jyBMRCq-Zetf3F4gBRv`^46 zB5g4|e*OMmoCDiDf97Lg=T#4b6S=4qaCbp7mXK*7`W4u(`ztnq9<+*q2ln3y$0mdH2n6;gChBZjuoL}#oVbh)ZJD9KtR90!`ph1 zgek$_Eh#l=XcoHVp0Z3Dj&Jz+Jo;uDHr%~2&_T$+BO`@{C(20ZDf0dB`+#h;&2wOW z?wN~s>BBOE<1`FxZup}4D-Sg-FVD~SXX3EC?_nS9RQ#hFTCTZ01>-o&87<7ocvEyM zOJs8j3ctImvOgsaWlaAj&Tq)XS(lZ!sW~L9U;1x|mqtd>%EneMw^Y2J@@l7HK{PHE z#j3FOM&S|0+cK<JS)AC3*g>3J0xXy*AQB1W0_iFseTi z3TovxQQoP#CED*P84yCcvA{jO=WFA7DCo zDEU^k9VnWy827Uu2iFRn;j0bSxRfu}UZCrV6JhJ7PI8BXBfYHyj3~Ihc=_QG%~&YZ zP>g)q69-k)$CIlwQ4qD^!wZF_5cn)A@|AGR9THYS%tO);_!G05u5no6wUB$((^NaC zIy3XQB{l-MK2-`CQlr6wm~LtQFB%vP0Y1#35%8j}v#jVy05~LA@~?1uLCVi`LF28? zp!h!j&4y`lG!J;$IPu;b?mb@m&wWQ2oZiJZH2xqG42w24S1*P`*!7Lp5|SYh^`hy< zr&K3c>Rb@?NW6m5l{ta>jHkS6%aj6WUQ;Z}p?#txcHd6Q*bo7E;W6>k$JC5vB4&GqGTy=^fm@ z8VM$%p8cAf!7#*~I{qla3EWxFl(HIlgY}1P+-|dR;GNDXP`#J}>@E7fT*MSu3Lcxx zzLf;YWrF_-I-;Q}X6FeLP68CGr#oVn8xY?7IzKEa51iuZs~`CS;o|K6{$z3jyecaU z^J-23$|sY{tw)J)t}ghN*A^ml>Ife;>raL!U-Y=*s$#)(B{|BtF9P1wJ~%P15wgC% z>-C9=6u2_ssJ_MCp?(kayaY$Jv<a0CL0|F;=gEE!~cBR#)~q{Gr$hr0-KIvD?o*l|iT4cr8F7B!zs z0e3&;#{P938pJ(uyucC+VVu_+WHTM%*9%!;b|EKV7FSd(5r~Gl1xMkpt4W|H-5JHb zCmGs)a+I{4ON5V{_ssYWq9EXf#iv*Kfw0G%yp!VM2undMKZXupL|uVK-h|gyICFvn z^(q5lVxQ@)vER{9;+*uSe<2#ax|}n5RviO#GKY=dkt4zR*SxlEX8@QTU)Y$;?g9e$ zxvam+S-|M$&*$h0CsFKfwH!Sn6c|=a%=>#1!Ldc~=XpXBT%@~txI-cwUZ~DI=@|!x zH|jFQ!YxX1aFuz{C*e2|ew4

RA(^ z^l%fogPaOUN|sQgmk6w5ImhRZMnX&x&l1Pe0BCxp_2f*h4IEY87k`4s7euE{_OuDc zL#Z*7e(g{)aCOa6iba#b^8jA=+?@a)V+6#TBqCu|C6k{r=K}^7l|x#A*1&F`FK8KM zf=tWS^92ufLqfsZcowfP0H@XQ%KCW7Z0;Z}7bZgC>w--s@`)hW5z<@!Ee57$rJqXs zg+s+ofuxmme^9yk?CwbcXJ88cBPKc{4DEc|%0rxjz}C0$d&$29@U}Jl^3pX0EaEk9 zG25p?I77C5t8)ry7Pdc|dlw7usCD~Gj)Z}HT1=%qyEmvjGw}&IZv;%~25$~t;zVt$ z&iga91n4VWq^*s_!os%S-;Som!m+-tdAX=)7^1e?E6@o*Vi(b5R&@ZHDRamaO$2?} zzgX}bbH=~chJWK!L(uO)prZdw0QUGW6z7iL1Y04oqyubz@Z9~gz-fjbT$u@}3AXkI zk;E-({<7AG!bR;N8iFp`c)ApFI1VJYx?ha^9 ztn|ZSj)2Qw?}eg~+6K0#p;5@Y=|ijfYhRo?qFzzIVhX{XM+wq??ohL__4`vbUvT7m zyv>T=7bHx}?$~WpzwUF-8BS-sG?*;7o^EU`;_Q$s-8$^To!w;Xn%Ev-Qu_V>`O$;oX-pQWH zjsV!%Z%1nNhil7DN*2A&knr6UzC`PRZN|tpyljGd?SJYX2zJA@%{y)86}{l_tuuQX zh;eW#hSyK$Um~3PEBV5GUoxO%lEpXSL`ZQfjyDL3fltS}i<|1gK*suE+`qGdz*IK( z%`nmp-saCFha543)(0fPPZ`qK6O(rL`TcO%<)n(iuBmW-%iUOdNE!r$zwC98PluK3 zEmC5+X>i4T_vj*bDg@S(^TMttK+CA03!8p4*nhT3xqmVgCLP?`q?_G9c;zBD3%5Vm zWb1Obh9yG(1;O&U5+YE(S|#>Y5n;3Ub3w=KRM4QwELr_dgunKe)k^r4%9 zpzujwEy&OgWS*{u9-qH}b4lM-vfmk@p2zn+n|}}>bM8D7<47V<2L_K1=p@19KQGPG zJnKH4kYyOU91pQo-kl7Gw*xM{QsrrI&y>b_oIRrJdKp($c8J8%&(06vOv~Ear!)e zI^=9PIhtdU0&PqW6dRUfV1`X;XpB1pe1F%~q{!z$YuKS&^|QI4aq#nHG1feoFnGM| z-b)4DjjIK<8?xa^?G>Of ziM`5z(Y&ZsPBSWuev7-vwUi6jHuLFAr{=+6lm5l!)?5fL@LP@+&Vjm;q#vu%WKbl0 zqv+0OLJdC7*?uG)k^_EovN)u|R{v`gB{B)%uPP^t;t8Pqtmb&cM-qH|b>3ie={nA@ zouhIL8Z6T5f>&p0u;JOgpCtk`ICk*p7vCHzZ2tO+x8ybj3mTNZ@#-Q(iM14@TzYRj!p;u-sHG$2ph-mZ{f?=BILDfr&7!`Hu>}{%Ke95p&?2 z2(OpCBpKNIG&+K$GQo9dk5S^LG>{6~bU}`s1OuL1zdch)0S=CpoAbhCXmX+Q6zEgo zHhq^3J%$PfX_4Fg*XPW;l7f!tQ=r$?)9#K*Cipp4l~Wvv5H=K0-Oic_g9)YrU8Rv= zbZw+eZ)F|7rPOOqJqmaPM_E@!WW($$W_ca$9FRM_$1<`i8=_LT{Q2-D3&dS-uo%>* z1I;_%#ngCRPi8D_ZhdhuczAF0L$`QvYNMtzeUUK>n4-u4N_G`(l zzoSeTr=h4c4MdC!2b}jYz@0hwigq^x3Y1*hT3<3CtVuIYmq>?!mb}^5V|h?}K=c~* zZ4OLseY5?{Su!Lu>r5GM&j9zW8G>GCNMO&CFx$6|gIkC=rfJTAT_^CHR3-za^uw)3 ztQla^oE!_{$*5_3$B?24z?i*@C>zz zOLJv``?l8TJE3WyM(qwvjZX$*z_SLwgE2st=nHw+m;yU&=My$kv!QIiQ3vZO8l3#1 zm&Z6s2lh`%mA#sD5HhpNFPEeNp_yx`W)~H9<-8GHyF-Ed?Fq5k%30vV-0$^uS32y| z>se%rOM%NO+v3c(lHkD}yUFI^JP0d@Mq5QX{C6@)SE_^#Nj=|~K$H%W!;+(p?0Mi@ z#di0iLN;_%2I~HJkOk}njq9%KzM^o1M3~b`0p4D+&d#}1I3>+=*RYWSm;C<>AM4Kr z79*p*GCH{cOPmo}c2wBQVai=MMTQE8M^`Ht88BwOvGx2?D#)o4C*pGwz?ZQ``M?nc zueS>w-BL~fAL>+Y*mqcu|S4$7TZ<+77ECnuy>C$$Og|m0rju?WEi}|cW&rW z2Gq=DeQ#hU!e!UVlbw$eVQ=W?@qecyVUFKer8+ebj1Cs*Z1^t@R8po@M~X6GRHjDB z`xhB{#MiFfa?gfUrni!*wb>9+T+MEGm<(2z4n1n_&4f>0E!q+)>Fa!NvXQM$UB|&1 zJ0y?@?+W*;hjwRykAjHg%CrIY*PGuY7B@N z`F2IigAUyekK>=&<-%VanGISZ!+Wj+0f$mEq02|>=8N_G{wQed8YHjtZ!_U5wS^Ay zx&ikj#2K)8gulW)jRA7wj;GR}(t%rxu4&9cgG-{TIu@ciV7icRsdS43OpY3=30~>o zEfOv`5R(Gp`h6Qc{bOKq{;TPoompU7DkpusA{RWP)N;EH(V*+@lMJn78XPVy;|`g~ zgY(IU>c6m4foX~F3UM<9=EhGF9Q!iim6wbAu7WgJvHyINWp@e`MXe|*X~jX$R{nuY zU0J~Ldh?4->vht7PsWc619>2#mBsLuqrp>^3Wporxe)l5&^i7z8-)6WwmmZ@L3Fdv z*!`}ivPw^D(mHTXQ*D+g%1 zq&m3nlOep9C*LPJ1H@MsHu>bFLUdZ*?1EeZ^sETfZA%J+)qy1+|6Qpd`CdM6(Zksyc7@`92;2E^THx%eX^74)j+BYr%Jhx>$64E14 zmjMd8k%ixH5P|FWo&g)%Bq-If3#yHe0oRXb`V;lTK-kgtR`D}$AW&0(erWRp?#5^A z8fEMGGI|Slw-gDsv^SWXN+N>{M}um4GZ{2H^ZEpY*Zr0E{V~#fI*eHG#xbquu?rEg zD;^W;c|gjyT0dsJ9%x8Xx!3#7r04g=QFc53g+;}$`S|U#?@$#mCzlZ(7w?`AfJTDPn3~-riFh3WK0Ksrsz0nH+ z(DKkl^PHRmD0X#TEFU-m`@FTD@HaSMQCm>-+y`>WYPkX@nR(YU)UmdCuJ@C^DvQuof!nY|I< zeyTp-w=@cjFYD~GhA0rXW3qP14F%U6^7vgjZ(!fND40jP1wEDgS9A`lAzigmJ)+(X zxwucdZ49-+m$jY08OOchRkEzm;p|YT((mjzvc6w3WoY2+UIJW;EpETA=?%VJVX;e@ z>-{i_E}M}|Q1sGtaR$i~g92D~E7pW!V1eEv$#(|$ReLW=wD`bdugJHy#vyRx=jj7A z&IEW~TzgzbF%bH9_A{HjbcMG(_as7eF2eZntMUR0R(N$%Nqd)$H@0j}Uy}9?#UAR& z&}57TD7$rPpFS7@xn(kh#`mGnvvIX*JUa{`5A9m+>^3PnI2Hb+bguK))W-$ z-nq%DUPO_mq9PVo2b|0`lj+>-hjTyfUp!iEkJPsr`5+Vkmk4BGzl0d@OWtNtCm0Wt z6->7lx5Ps&xj90&E(+AFwmYs&6QG9s-09ybULgELi9_a+HI$FMUXUo&#MXO$+>eR9t;NyA%A)Q6>rcmIbf<@ zX$eaks#1CzZy>v(>P|UuLOZ>$3VZoIA#B4AC$6m#K%sJyDFYGU?_J!vgFgazo}PBO zw>JcOcuTT3jk^HT!3y{BstwS}!5&Ibkxd zdfb|MApQ>k0RR6CS7|g93=|bAT11u#m39#c3E@$cwItb>?E8{^Y|V_Z?_&&O9b-)? zSu6Cc)rX{#A|$0$DhW}_=hr>&$35@8bKbf4-K0H-Hq0wTVbkPOl-0|%2l$WXy8)8|AFgN2(48I*BfP^^d>c=PoVxQ;Un#>_1+ zSZ-n2A;S+10|(81_64KLE^@TdtS9uPXKCcu}dATB%-)t=jh4N7Hiv-Wvmu0g|oF}6sIe>53#)sBc_?Mqk}t^$>kU%YTJ z0KQ*yNoecv2dfv}ndv*PK*%=9=+QT3z*Qxm2?y-4yCq3grryu8qP}E?;SW z%|!J2rgA7NI0cuJ=vjJSLXa3ruUwK=LAG~I#256V*g6^OS;BV|r>)~o4}QFiAL@=? zu6-SdbCTimyA(-y(Ea$0dbv29;62^@eNQT;z5ICOrZ5#LjWWxgwq)GTRj#v3#s%+a zwpRbSV~dJT>oyhcynq#Pn#pV9jZr{pqtUXDC$@*yE(l*G;KUVEehh&auSa^auf9dd-m@_cG`}}8)83)w2J~e#vT?pE#mNBMZMxisA`$JQkFYGQM8`MHY|*svRR7<{M<1_t6<(HDg@uA zB%fQTAmiMCykO_NFCJkzX%3fr!R3fujJ$$ySZDU?;-M}QY+WmTR85i$9X(SX62u4y z7QNfP$3Fn(Mp~5qxZ49;=dAKdw=l}Ufy6;)4~$B`wr#_1ckq>6lJt|Jz!#c=;!r>$ zIL3Ee-5H+(Tff|EjT1|O*|lv9`D=0T`&LEC?*K9sDCk2*LLj85Ke1?)vx7LL!Q{Xx zTjbI*uTu2agYMIQEe%^p@Wz{~Ijtrhl=WoAt+f+i&A1rQI9BTmVYGwgBt3%I)XTgR-IF|LVA%@hrCnr}(`v^u^UYOkZYx<0t#am(Cx*Yo~hm>MbM zsTBcH@)>5~X++pQt8bN_91i`j#U5nd_5wDFy!yddK4fbYDBmFDj`y$eZ?ilRhQaES z$KS7s#vb>i?Usd!*!%oO?_2jk%*&r_*Q9uWzLU9L=zRiQwiHjyIY9)>=lF1dbQS)) zD0S6rDG0pp(WW%lxWl8-P1ReUpMnofH0qx#4#=pl*EVkm#HyCv6KkEXqPT=P@BM!k z5IVoKR5*4O$b;;|-pXWff2+$!S|-DFg3pX4_f^Q)nKo6}>j%wp&TIS1ETBK~q!T^X z1_h~Cd%ivi#1Ny#uaBuDTpaBAb9jbMedGkwwJD?pnShw_jKx26k}OGCinwXWxLdK%J{;Ntnz#qe-Py4 zReaj#91Nj{I{zqL_ktO*ZEwttOhEg(!Q3f-V>I*ZqEmu>aAD5R@7#kh?E6zFx}%JQ zTsw%*JUERZzVAhZTESJI{JkDl_4(ws{6KdMb&ybYxfzO~+KY*$yQ7i)bN%e4I6owh zEb)v>xttr24kUT*N3#i!9=Co_{;$Uw7S}HZADLDBi^#V@KPO4xv3fTzOcuW zzE);2ngLiVSnxH?hKS>)&+eC~UB)1(J)a5k;ox_*N7zm*1{%*KXK?&T1Ov+>?7tV1 zVe~|F{%)ff7*D*a&Xp4Z^EFR{Or?S$K-h|NMBwv6TYi5j#w-(A6lko?3KI z8V&)4YU zS1dUp6%=J%Rbof5D42BZpIo9rNE0%6pWaMYd-7epFm6U;JUf5L8`7Uv95 z5n#q}n508;BlyY%C4*_b@lMN&abRY>+jVFQ8F+oemwO#!K+|G^Ey98ZEiC@Vg6laj zF~y^^;E)F%3GU4E(|MrP%Nb#!k_%47<^wm{v*Cdq+c<4UCWsII*z+NT3OmCG#A5fR zK=$X$>T4|G!KEx^_vejS@Nm)A=7UWENZW7zTPMPVH2(>utpiNZ9$%U`Amb49TArPC2-y+R;G9i1aHav?DGzQK;4SzwXq%Yj6oWtYf@Nk)U=lZQELvh$$3$ zc!4_#^_45&zubVT(9jEXvOzYsn8Gps$%qwW09 z4Ygx0yzvG1gw){xf6%q%XjW1sLN~DWM@*A}rP3338cEPfB5Bcl32-ON()!qQ4-gBZ zWLv^X2tQ}h@aClpifr7&YW5^#O%c8NNNGpFo z{JEQeo6czk&Z$S@hmu7u{s+;ha@h0xosvXMDB}wrZ%#ucOVhKy0U6l-MJciA5*-V9 zTjOZ*RHT0A40vou!6ftIcj4`!DE@q}x^P+u-uXVTuYGGM-m4Y$TzpMJ&3R9XZbTe1 z--c_wFik;8u9W-w0#v+N&G%*SKqi`{yX`Gc&?nK6-c*dRm?S3hk#UbO{wTFtuQAZ|rw`5|)gWB2YS1FjMuXA#S zi;Mym)YMw3NW9@ANo5O)z}6ZE-cdy&R^N}$H{TP30XaTe+JVV9MpwNf@hp8cPxMoD z)H9JnFSFhnMaPm*p(o2H5-^D}YRX;`fdW+Lzm?MAxPM_-d_+DR`}sQugr>>({>eiT zvUEH$)0G->)Y9;^PS#Xibq1z&DNAzi%tB^}$)AX{B;*=8n&Q4T62)e#xku}Q@J3Zk z$^15d6n%MgDnlv=g&ZQ+a@MW>RR;?d+&E*A_1Hb*glrN@J=43`?VOI{ZA(hI50i26 zudKl%S}49cDfjggzcWr{mkstLTcers&QgER%b2$2_p~>=HwHX%=Hv|{lo7ls!XI!NWgPe|%QHq2+Mrz{soqC$|A-Iv-}t%BUe*VfZL*kV)L?wD*-A;;CJLYR2o8+LCgAo3n%YWr8lJ9w zo`s+W_iTpI{gU_ljBi%|J5XiUl|eY z?M`RT>l2Z^<)y1h69vyac)G$yipTMeh~U?df+4HB;_pJ*n8`g>tqf#5SmS8hH`LPeOcmYOgg$VZkrgc z^6IeW-D{}?tgPSlDa1Pgg?Fs|_scdFvsKpq5O>VL{X=C=LvQK0y!-U~Xp0==|1vz` z+@FsD7s6EQ-!pNm=eS$=-&_>F!^j#nq2b9s4O4@Ah)9&Lb{$ zlwFOEoqL>!4<9lxEwyQl>TDifx|I-^;KW3IQKCHeUKTdWj8gtv#p!jwd^T0(;H&peg}$KwH^(pQ#%i-YSNK2@5z@3?b+yj@col@v$;szmS)x5R)D=} zY=3@o72$>hsqBYRig0FhotVY@9CYovyM_C37H&9Fc4odZ3!Meu4QLy$@{ci-oosVZ zxy?y}y1M`ipGpc7N|u(MUZ2xVeZKqe#~H8*}WWyt0u zbIJ5_foDG63-sapZd-_oI*OkyqKh!eI(jMIrx;CdTUS?oE5X$DvGWNvWw^G=z2{g; z1xg(Iv{Ol-3@zNA6+R%aaAJ{2VZT^}&;4HB8xSqR7g)j;Ey$m@0YVnaii2hbM1mM6#B5?+jMa` z?m6+PRrN&$5=^>P#zia9MEb5LC#?*_dbW>_^|P>bD|?hxMG<~{9eh1Vun5QB$p-jw z6ycArGOm`JS=jD=MYvbJ7_+0k*ldg|LG7%6b&C_F*lNSM{B}+2C4%e71|P2o=|mBs5F^s#J>J8nr3*>MV5Ic*!m5c@e%f>+279F2Z$b z-Fuy16ye0StxeD6i}83wnmIYV1m(6#f6i(z#SM;UZ;XhRM5ywP6LR8GhF z#W*sk)xvZw!65pTs+QJL948-8-MqdG-Ch#ZzRxl7-UGTrS#u6@6>hE?)MKEdblAh$!Lkzb#E^ z-(Akdx-G?IyY+OO-pcNl@{ERJYZ;P#*%{b+UUJ^cn1&V%PkAlQEaW|TTC~fUfigo^ zbNE+zx`BHIqYo5fLuZHPsX``lo@Yz6*UQF-l_HHEu2eMMYPe(iBo*_@1B&-Xr(@rF zZ<}umR7^U-9_l754{e9!Wfri5dA!X%YTx z-2YPeNzLaRjLPkqo7XD9f7LIeatsRasnK~z(4e7=kHN_mn{yC{bnMk3pAy$L={pL>1EV(hF@OPL*bD zh_a1D+Faq9y1r&?L@>IRt2iJ?nU94>ZI_R{8j&PD(Iehk%}h! ze~A3G%fOYwA;CP4Ok@g&ycNxh!{)!|7Iof+;K+Y!?*AM^keITQpr5{t_%Xtet>mm%nMV91@V{N%%>ReSRpzQ%nx8RR`@u&27wA z#=v~pYn}1V7Q~`T-fRascsAe|@F~avg}!O?Ch7)Y>mKbSo%l#}b#^KBIvjvXjb6iy zF-M3sxp?9gJp@R@synoW!a>W<-*L_JFi09uYX}6X3@*V3YL9P=1jo{@J!9e(NOczJ%t0K zK>GZS$IptxpvJzUWWz0AuxU7R)=2mQ^hf=il3HhhDstkz49-B5`1E-4^t1^`2~eYq zlu2Mn82&O97Y*MsJ8d@$$HEO>^IfU2(NN`IDX`D{D&+j_STL;e1-5`DFM6W_j12g7 z4PWxWV~UZTtwmQ+9))D&K6_x9a35cQhA(Wdp=qxahXVV5KLRV-!yxp6{*#?&LO?&r znb%F!1$ci?t$#4Bi`%EZUX*X~N1dyszmHE5k)>V{Ds(#zXKI>5R~RW6{M}#C;fF6O zEQ&0u$vHs*|BiN*yQ{fLjC+o5>;Xi#97DERW1xLgOKDQKLqF!jHDApM*gV5Qb{&ku ziZbW33e*HtC;jCi7p0-h)~cxSGqKozRNMb_rYSDu2viB9D;NYWy9&Pcg${Nm$Q_1KP5w)x1{6FfGZS>=0tH=-EaKh> zsiWa*)m?UezEHz;J=wz37wQblw9TA-A;ly}Xx7gPT3^zx?dUT_@9yUFo2vYA^atnY zqyMhrmskAiMJ};e<0u%nx!)7Lzb$d?EVYLb=0fhp!;Wy!kaFng16LTA79L+xIS(5q zhv*GYo$;P^znYmv7>dSl1svF=rhD$Agp0Zrgjp=r7;K zb7xFIOm4flP`VMOiPk;Z@8^s9Mh_*nHwWYM@81*LA_IUNJQYNkysZq=VSPN{v@l8d#N%GETH4Lb=Y<|8yTkf!q&<>P0I8 z)Cujd=KA9ZOdh6zIuBq+6>a!kQxw!(p6W2-PKV8=V+VI}Q^DClOXaL;25^6ov9|C? z2c5`(;$gQWP~;M`)+mk!`kQm_<)24@qlS%PuAL94$1oa8PaT2BYEqnCnNeW#=^p2` zwshE^rmMP?oB{i>Lu96v295rPIhNltKvas6I=np{NW~>4X$wiP$8k|z!8#WDy4)6+ zJtWZgZed#31j4^>z1+Qj2+*-dOfhgJ4Jsw}{2f%w0!Fns)rdPAZZzHgcbYRBNZG%g zSnZjx6!|9F{2Uc-_PCz(6;A=ez`y%z4#Yu$zOrCSCkePk);`?=$H5;TOaUe9U22B!%(c8&xBJyNkuktOo;Wo#2(sG48KBa3AJ4% zFgM30Vxm(D6$g3d^9@Tt$Sb{!`HTe`n`e2-O;`JD>esKoSO^>W%%wZ#b3nsYH->g5 z8;r&vaf+h|JT|y*2-PitB)cCQ<{L^Nd7G?=+bV_`bqWra76W(oN=>CC3%qO!dzX(g zf%mV5)32aBSiIgu6Y0r{cOMzWk}vLxKqelso29T>vXD_FdciUk>aDANo@(ngteP zXPJ7z86cCkUi#doG|*~2Zfb)grNIWA0&aBVSxo(^f6>O)AKV&dr z6UkTZZeS6F$FF(4bfE~gd-A-b@iO6aifq<3zI+(}BYuGMYz}N3?Pk88$$}(ZrS#1{ znXtgEpnNNX1|EzfWm=qtkmD^mf3}zfY|^@=M-CSQEe30n3B@pR{~m4dJPR5ge&0NI zfeE@X);C{^}j)?JxM2diTVDG9st!L{MXJ@peTnDg^X zCK|IqGrIaqvp)+&YbK*kDHg$x&Lka$eFbpJ_t|ubP!1frmT&q&lMYFg-ZF<%ROpml zU*Te$2r_F#?!Mob0-qM{mzNghz)c_N2U|Rtu%K5eZ~cM^;YJ(#kKSW~uezGR+~<6# z<2)wrM`u7pw%~EYx=a{*Tt^b(p~B-X9y;@kFErRY>AQ3%B@G@ruTTb*<6-g6%YoPgB2@CqH7sl-g6g@x&VaIXxDhI) z7m`W`VvLPqS#Kt2N{*!deMW=-0RRC1{|r}$KNM~pMnr`ugb<~oj0j11B_RnRt0ap*;jtoiA_2xHkcvC0)8o4T(m2x!3B-GJ}wTeY-j55oh#M z&|OPe(gJM`cXXE9VNl%;qq4nZ3hEW|G@_-Xpyp2}?cG~bkP|8QBGYXG`k3ReWzL_7 z4)#=rGsVRrv=Qma`6mJ?UFqYX5PXsD=>1X4%>sB!Bsxf7d$)Gu~(Zulmmvw>CSJ-l&fQQ~_@zI8Z~n9MS3 zstQ2&9__y%Q;$c1u~s>=qGa^yfZ34vNite#Gf8uTRJ5t^f^|a1?!s?|J1j4W8GYYtX-`k_UEiUnGv-4&*W0`cf5)%cCcu>=&%vtiJBJQf+e4x*@Jh9NT3 z!su~74|GnhCv!^065$JW^r^XV==pD3j_!0Ks^K~}IVnRzBuT?>Mmr=__9s}+znzF4 z;>xwslJH14mj$ELfJOb+4F0>`6^Y`VO2;~oKT@-B`;VA+7v&$(3>tKeMBBrC69?My zDElY9XsLY)8kp$L{rf2ed8;fbnbZ=Hoh#>4b>jp?E#RG$u!ren{ z1aYV$%b-;@D*>6xO^-{zh(~WXOm&*u)UN(Oi(fseup-hXn3})Wh(-adJA9ipc*O7$=l_LgS1%~}pXF2v;t8Dy6VxQ2 z6Q}R`oj8$zruoUoRLRlkvz-r;-ws6D3ii1DNSdoiT(4mdHL-}5KG{ZLh+{ip0;UE62{Gb|%wkYw%;g-HAz0{70 z@#t-Yw_aNMX=((~mlvwDFS^10H`Z?5T%pMNwa)!Owj?BH)As?xKtQMXMzL&iDTu$3 zpXHk+P}{kuix7m|UWjkk zs)nNnL!@51&0W6{of%gYb3kGz1fPU3XoHTn&Sea}CzM{u5Xw}I0J9r$cUQRMp>2_B=pkMw%V-k6cjyfSAd-BuAvy&RKG8-+AQy zmB27mcpti1H~;Nz^#L*SxbGO5aHzOVc{Mj21BSI%@Ds`j(BLc-aPv?wJZ$^L>fU6A zx<@rer$aoEi14!tDUFPXjUOQIDj8l;vn!y;y2$!$*d3l7ty0*3 zFbta4UDhd=<3Rj7r?JQk2DG~*oTz^t!M%4OVlq_^jb~Nshx#a?mP4gmTYLH`pm`BXqhXi%`9*W-x=yI*HnIA#5S#XBK!aMK$|Q&S9;%|5Wm zj!SMj7z+J2+;!gW@+-9_R_j5el3>4cX;5KyG!%bj&OO8x1B+HlUT(Uv zpzE(Xm#B(^328(3x915ktLGiM)=q+%k{r#`Qt1#!$sMkLnFapk>u*kq=7A4yf_%_f zGW7e>ePQBF0`gRXW7R1fRGm>N`^Aa{Lpoo{OE!scB%#pCmo5bYM+rWK*HXbYNAI@A zw{)=mZX`WolnuTGN((mFJn&6^RV?)}7hdOo8~K(-0;vx*$u~n1!TnxK%JXs@NNi1c z$s6Io%y%ej@p=-Js%iDG@}|I@EExgUk0fYX{>|@>PlK&o+=7gECKwAo=sP=_1Bq#F z%V$Q(5Io`}{VX&YtPEandUD~Q;@Ra}y4mrdZZaxi?T3Scg4@e)D)3-vGAYodPlEi1 zigW*F(?IS**mbs^EExD$nu^_%4>^P-e5GbOFz;LZ*O8h6V)S)BK_)4{>Zy5+`A7;B zm=7g06{>$zf1-Z_D@ia#vi3XQ>otP7u`f~A#(9)@TP&;9X6W|hDcbc<(5JW)>u#|vfuDX6A^BVIZ_L^>4$otgiO;!B6gbUwb3-McvU9ZDOz zPJ+nyK`v{b6QG-4Ql*801!1bS;F*bd7!6mrOF5VTwbG?08$$?idQ9(hkXI_K-Fb~q^zc6&DkU^Q@6v2y)0N#EohbTYrQ29;**Xv9GQ~JRR z?zKc%oH4bzn3@JNk-t6_UCjdJDnF(kkvvFcTo4Sir@;Ghlo01w075ZLs!^PIK=A2e zD#xaQ3Tvy<|WY3DZ828PGf1PSc;whC8kOUFW{$f#rg$ zTV);vu1}|)i`FiHfe`YEF2+Jo&m@FCy_*lY*Z&GS&-OOElPEt-B&VroC$6JLb64wS%zxOUr$D-DFMFQ1{-7Xa1wuzqlO0dU2=IM#TQ z1~=1R2-!>*f{d(oRQcOt2=)5H*zlqhhUBZP|8pycPIlH_h94EM=jy1nL}(Rs?y%g@ zEG>ohh;<3pwjwxIzrg30S_FpX>@F7gB2a7cw+-qohEg6=(Z#@0*tqPEWxiMrMshjd z6+0`y7js*$O|uGyaU1qWTB?DyOL)L{ryAS}|B7_amOd0L7Cu%AH626wF&D}}KEX(2Q?VS9N?3I}5-Y$u>{WzMXC){- zQH%Z1R|e)=qbr7N?d% zXQ$g(3w=5Ksw9X$3$K7)uhDEp)xhI90vin`{C zAogYSe5Y|SOk^egS*`H$gu5I<6dizODa#I#L0;RBMH@h$?W@m6(lk zt%4w;_A+yRDeUKOqZkYoL0!-7ExG6-(7X0aq~4-v*Vq5-$n4%7&o4V&W?us5k2+rx zsw#!kj~2P`@5Pnr)rxj?_+(|CR!{_z{H#V@#l;|aJ+c4KSPATy zhDFbt6+zja*3Z?=RCwPz+7m!`HLxnpohNM~o6&P2ap7}+~g0iT!@FVvRdRQI9wk^7=ffx`x3qK~ z73yBbOP>Fp4-;n&i>JwF04;Ovj;#*~VkMJCJ6;gsn*{IN$5%u+>_-g1<)uQB7Hc6% zJ{@XibdE|YXM&5?eBBZ890)vmar@qM9&{}q7~^xy2f}|*Ef18_pyKy%`}SD^v`*iZ zv@Ge6`28c;*yk70ihBhvx ze2PytjLrr&9XLP&a_4ke#3?*XJ`p|PCX)W5**BD;Tr@~ZM zTD-x<3^d1#xl5DbM&;h*RLLY@yH>CLUvDD7 z>R)1tA|9e`Fi>Md1jF&0xh!U6P-mBTNEyh0N7ZrcYLE@V!aK&JNAjWkrAkvfFu z%I!f54;Hsfqo=d5ko#r-A3<9Tj33o~j>pAAa%|d;_U^r0Jc6T}Z&H9av8>cuch~0? z{&a1rWk6;%HsP&xHq8C2(}{LU2Q9|g`(HVdKs0N`E`T{2`fFRFjZh?T-u$CJK#Typ zw2;-&l~~xP`Ai>OPJqwU7=f?H31A}}U~Y4a1a$NA7jak9z-oWP*8cEB@UkwG=Jt*N zo(-*cJx{{H&kx@3Sq+1C$NUG@XptcO?x1I89R?;<;`?p+lA(cqVN!569|xBf^7b&3 zAW6sUYf?xoEOLm8+P@8i`Ba^j``v+XHHp?ZCKv*_4Pz%ITOxs>K%+3H1`A%xyosV; z@gSrmm@Su20_xW7fopWBVA`}lZVw*@lpD_vbiD|I%&$TE{jY<7Y2I;J*&qbUd%IRf zv!bB6#4@wg2@3{i?~0V!;h~kK$>KPX2o)xDYTxI{U^(GM>`1^uy2#SKArF6e^>INd zR>KQcdbq`WclV6peQ&(ZuqUiWqgMecVX#%W+{*GM23Wtn-%t?2L9JMZT}T!l*kwKx z5ZU9wg+uod`w1_Y9wCv{mTtjHSC@`|i3Y43_0Mc))r8I<#uF1B&cL%ip!YP(AD(I} z(9`@QfxdaF>eWvSykFFk9OjGw2Ywa$ryd9fbe%P=`tBoq(97()I2W{b$o`OUt37J@ zg!^MY$b^zS%m>JnhY;{kS0nshFx-Eg^_%`&EZ`@uOl7Ty087-~YEh0WNJqiud8nEj z8also&1%B~QE4m2Gt4fC?$ly+%l2gR=cUOY!*Ev!RD2cKNeYG+9_C0669YEK-aTbc z!2tI>&a7g_2A*)lVuCNbqQBjWRY9xn=&G9ShmrtKw7=To!Q*0E)ciRxmr3U;7zej} zz0BqeJ7WHnV|)S7Awu&s;)nv@U$(}DKK_vTw7{aX#vZ-sO6~|Y@kbkXe{M&61fgZl z!ycN00Z6gWNKG!s6^S(s8qI1bBF`q@=agv&*e`tW0M8qL*bZ{wKJ_gWgacGwm{F`y z&WE-upDF`TZvzjHE5ARgI38C|HuXbihTZp#Y1$)Y22rO|j)riAD*j*0j2D#M6O}iQ zi2y$NP;7X6JbXPV@oaO#12BfoV~?*{Bg~bIN4+Mt$V4ZMm;IM5q9X;~KW{(sId zM{YR7n$}Mii~JCXhEs#^Yj+QQIg&yf(!I}2q z8+^;b0q|Ku>&nJuob#j{yx#`)p1nR z<*3S6W&;|>>?!F2USRx@yHh8htFILx}%`}9a|WSPOab3%OuC5uRqQ*`eGtcNzOB+Sc)(D$8}I5k!Fj+U1kYs zFE7KxJC8)vTHK&t_ujeU2@f=RmTqn{JOOQKP!85=5fDe5>iKgaDd>X&p2KjAfMySK z7dJjkLPk;lvOj!_L%(OlGz4Bnpn+=ho6!n^sHEt!Xr0hQ#Mn~p_(#hh?csJ!K3JE6 zYR6~)MN`tz%7q~=+u96N$`jR_%$$ijyTz0BU#6k+=D=ovAt5aD$5G371Qghy!FEDA z3291+dfN8KqDjp|n1h$%k#4j|pv(0%w9i-bNm*qUy00-g)Nv#mg|SX_-YCyP>cfhI zQqAcIGv!~mCPP9smMmZL29i;~v;LLdjyP0dmz-RGI1~j>_?y_jAfRPaZ~lFKX-Fm@ z!ayi24c)M@dvZ4`4dplE1SUOFQIs5yJ7OWAQ~XBq4|L*D-P@BvNo(Qg6=S7>u$l)_ zW3X5G6mkK@GBKr1=wnc3J!>+zE)glUUCljIPekr2Uu4f4kx<_JDZRRY6jb~JyNt_7 zM5i>}8w>SgQ7=n# za>k=+p}MHU%mlO@+Hyu#4v!jCwPKqhaA=`;Fmtgx3N<#)E9NBxq0yVZ9Jk|L5#8E< z-uW!T$cxUj&JGuj(ldUu|J6=H50xpAt#iq!o1vJs>=Yh_@_&C$ua<-y;_3n-mSa&% zXyoiITqtrlzGw94nmcLIBEKn>7 zx%2cCN$KKHu;GQnC5jsVMYvHS)su zD~X78_R+Nf^+e<#aJ|aQGXc>`y=xiY#-jTh%b9FXg3<9SsdH~i9FbVR^=8=YO;~)d z5%SjJ0dO(LtnA4QM6@N2inrMq^uU%Hc&!wJ8l}}#YdY&8*&K2&)=%2mN2#rpR?0ya@dCv`BmXf6O%EI@pqrW2~!&qy{YlL0=qBHc%A z?(q1{=VYHzFBmo9*?xT31+}7+T`}VkXd__RTb@1=+3j`VW^{}|e`|+76!ixn(XliUteRJ>aXa7|T$y4eHmT zmpXjW9{ntkOFbOtgnHd(*OWO8(C^26hH0`6P*cJp-X0qW%GVcfuu@_`tn!_Ok^OF7 z84ny_97);r-4`RYAri2CyhELDiUO8-YbS|G2jHj=TJnCg``*_j+_J<0WNyb9sVDlt z%Y1JqC)Y^$?MmjkR}c?wT+B6>E0Uoqm^i#)M+EwA6eUC zfb&#aSoaAsm}p6h!{JP*yHfh=?7a+_?vLm1-Q5HGUcAe-+rU89L_k1DT0B@NuHK&+ z$3lufIk;12x959Ho8;P)!1e4NdL_TR;q z!{>6q!@i@~#wit^L?u1G7eWN?2lo}K9f%;%aeVcL3klvNzLBf#PJ_jcKAqX|EO;Ea zVkncC2g5Uu5AM`b0CyFCHW+T7nIB0ng88^G_(w_mNr|?aecQT+a zXVb2&Cj+Wv&%3EpvmnG!*>w+B9^8k~H+L$jpt)z=+h7k3OuaOP{ap(| zL-u+oyC4mmE)&l*DCfc!ZvQ7q^9=ai{moH?k`C6&sYeC8)4@|`^445YCVU(v1Z^+o zK=atOEZT5B9O6Ht|JjlX;pS$zjgbPdm+N>tGDQO;i>YnRp?p{ssl8j8odai&o`E~D zx$vvyT5?Z7F7TEy{=8z54*@KWAGS_XVIpK9_3#lId}J@0$MO}y1#HZ3{XHeX!l(R2 zTA>Ki+#~A+c?&?tN}6NajS4|LM~bU&Qh|9}k?E^N0Z5p3I43R8!1|A>`F^Qlph(>c zqzslo824iMiIy^8r@o#w^C*Sh3ks*-br(Xoh;bu(ISpuvCb`*VG_VPGHn^-+2+yeQ zCBfxIP)oKBPr6tFCF>ENF>gv?MU2kjm~uI+sk8kV>8gN*5eHb&DS^i4I4Z9j4W@>0 z@(wZu;C+N2-yTeb^qaF?PfMt9{$k%vX|n=g8!qbhiKl@>_l9&`ZXxXbJNE-w zA3EMRQv!1H*)oks3&Ey#|C|Pu0*|+*j$5L9xc=Q}mHB!eWNA%I95Kp+x3e;I4ZCd_?DjRU5n0#ylUffd>a{1W|m8STa^xVxe4=W?rC80*t3G@k`7Zo^S9D? zvcTcS*zv;mIdIZp%yvQ{AExCJ(mzE|K%$nAXe?F$%hMML8WH)>oJ?cYH%WsjY}G|h zVa>Zl{Y^PDz5VX`eV2>~T>xtyPhg}3g_KgsXwZaX3m-)8sd^k7js*rve)`g(sA))DdC+AIBh>s5jhSFL zM8DJ5P6~z6{-ftNOa+69{eH)*DqcV+VwqPM+yUQ>j%+2gxgf6(&w!0nINr9rEBi~4 zgm<0_Tzg;{j}Il(--|OZ;($srziWywT=KUevd;U%R`d8%$ru39o$`hGdLF>?hViVees59g)O(04_QEY$l})(enYf5CvvjD))T$e zh2xYrhT-Y=cO=GN5%H_>(sJ`gBVgs4s!#F>g?9^s^qk{iu#{NVTz(`Bgjk1SzKr`p zW^BBqfX`(JG-17KzTON^#D8KjS@cG;z?}x9Wdbgobp9c+%NQt- zdS2~L>e5a|A-Zh4Ls$y39HyU)VhhDb>lq>s%*%J}s?ibQ=^4zB6yRYf^8DC#7G)O^fmHdY< zd!n#L(^1c3G#Y~!1V*AXW3cnX$f_PG0lB2BLVlH!@zZXfT23As3U$i-eXLDKn~!}O zE7uu#$!cb~Au|t)ujKY;nr5Q>@!Qo~GE#A?pn3b}EeWU{^;TS~Asz!|hOS6a6Y;gX z&7H+0GR_?r?pnu5LjgT&soB$X{6p2ApJ-&@(Zij&f6DW)BFH!FP$vWH1M83ZQ79Ok zYG%hRkbqXdiX(p+#-WMqJP|m^A(PEKd;?O+N9=E^#Me5}(&NyJjM8sGq7TbxB6$ zt^>j`y%a1sBEI{%b2=9ONc(p6`C2`nm~$VivvK$Go#Rft`S^C`!Z^E90R~2X<7s2h z!H$~Zr;-IUwCxoQi&&xJPTHfQ99Jp^@hbS;Rifbq_D8>+mFf5>!XbS*jDfM=r)kku zx%kxX^c6|~6A2}E1_D$I@rV%rwVTXBv|hH0-I$V#GqYdn=nu1yXZtF@>`)dOAL$4c z9%JBVUH$)h)N_$LnWiC`&cqvJeS!Nrh4?`C8$tSW5gre+5MLZA!6MENFTPzb!?VA? z%}&-8;RIv3d(U$w`pwoX$=Wcne{dtmoIVrHkINXH+gpJ0yCsvHCknB(V4cTOK{3Yv zjf`UGmSP+^lpg-Q45b#dN27-;usOuXEbvPuQhT{nPh2R)sFrP)rM?&9l}mZ~>TZRY zQc2mlRd7wm`}<}Q-G#^pdzH=Xi_yNXI{y%BDeAK>2i>+T!@s01)xn-}tS;>yRZ^}* zHT^o}d(D+dP_THE`>F)ldn!3UYZT(BTF=)RN&z0RQx*~Xz(iF+DvWL_K+P+{nVpjb z*d>&d!T4N=Pa=NxJQOU(9q)?o9?&SkQIG8-(ZJUvh92~Rl4V~)F#jgoso%$X5IPi4i<{9AvG;Y$DZm}pt0lTq# z*CUJ2MlUY$eo6sW8C|bdtI0;SNBupls+q_qQ5oOlM8_4msF}ZW85pkovRy?k3l*FA z8SkyLu~9KX!rCPl`NU)Xi(z5n&CZr}Tq*^);p>gNs;as8U5r3Gy(=Agiyhq*s1$rC z>X;{DPDaZ&V!A7=WbE$Kcp_0o!DWk#o3~ce@J?f3=$9KAD0=1Nr-Z{he&ISvz2bD!G| zC*t$x^=}Syk#RoUu~u%CipMt9zt32ki(EEi912nKc%s=zuBk8pwd#w7VM`yb^1z-4%q! zQFj|H&PCyBcSZSs?u|RGuV5)#8!2Lc%0i2r-*yR7XN=J<-v)+YioF4_urY zG>0+La`5pe1AN}uJ?Qg020Gq3&0QIx!dz3>z)?RM{7^D5AXKD-@`dBKpq~bPDSIaM z#Hp}lJJ_YUH37`YT2|suiD14@)$Y$y0EmSbhX1=22<%_$xrg$|AlvEj z?!v_kxaJqS*QlEgqM5{XYKwFjysaNs{$B>XAFN$^&_{(A$vUsx38`Su=X_H&hXgbL zE@m15zOJhcKxzmqeJ+|SStLWLpX2E!_+>_cx6lg(VUghtZpLI^KWwt{z?UPQ?uwTjSTp0)-h8aoD1~~mG>{G zdBBtC;+FL%7j`Hoa~=52fDgrw9d;e1gOmB0(@O3%$liZJD*ibcM9p^ga^%t>eVebc z*6Uoj-A!me5uFD<&acCSQ}Q64dF#GMZI?(CU1Kgi%4 zqAKqhK!S18iho>+;cNHN-5t!sA-s9vzJWCb2uwx?Yd~GNd z^1?+bR_D@STgTi?;Tn$`@t90p*QCO(yW2W0r6j@Id#3{lmC=y*-c*wPeINu{$ldzM ze+5{)raN~%^MwZaFC8bt*Z%Q6>Gr45si5U&7S!cH22V~-MZurRP;Rd#VwD;TN7;1I zN+$$NQp?m@i|m1-KJxTS91*v~K$%DjLSdkxF zxFb%48-!r)tafi`pXo5}wLJoX_8-y?K6b-Ql3cwzH4-(XVtmi8h9e)9cRs4?Jdh=N zxVjGo0rlgiSe*&W6{2H;fX{NUy4A%M%jX zKP+b`U7+B+n{dC6Z48DQHq>#Sv`5cpmq(_*oIz`9-CI{j4P=SkHhFi-8tpkQmpIu6 zptT*>hK*IxD3i)1Q>d1R-+NSs%{NeS)`A%*q)x%5s4m=afQWsM>1|&31JJ)ky7%~& zV7znvq)wtp7$)BRyS>dS8b?3Wn8|x4;mXMNzLND+Y;Ukx{7)S>7N+-B$6Y^{jn@jMzLIZJu*u+7`ri@~ z&UUb7UNRuz{+2csFJltQ&~HCwrzau7>P+i?2`Z|_R17uSrsK~m1M4m>XQI`V4yV%n zbgbW>Io5Bwre{~gmnV(!Sj+90nP8fTbNf^>)c>a7z{FlzbJsL{I1v=}+klSMbA?Zy zhG*l4nHSA-{rSjZc$?jQPbMDBeOzLpL&fxO`T??4RLqlA+m%eG;NCB)-3#|@HYa*=qQo@ zwB>PG23n-pa6)95;*SHhe_k!X#!hzISCU2O_VsI-WnnQ! z?pVkB+l7hSM_mrZ8)f6>E}!}E9tM^lkj)`(W8nH5Bvrn>*+>fVFPF`@o#QTjwl{m%8!rGhY^}=C-;Hkus5F*?O4Q zCkvYjEgwwF=3w3qop)}I`6$-2OrLzrMB5`?mX%gPjP@Uiv+r$rxcV+tM;e!EVn~ zZO7*{bPu#u{BVViuKqq(+hiG--N2>9=t;+ysxRwHo#S!u=jwq~;V5($%!)L>OhB6i z*=%o%2;6(}=yG+0q_ufb7@J{J*1 zTW4Fe&-mh{Mc%IS**-X?e!q3P-Ulm#HyDXphT*mQE6yeUF-UmA_Lc2LBJTC9eR)cV zg1wZC3o%IvD6f|?Gvwli?T3X*my3_VSW4QY>7o&Aa2mKGrn@$$*wi|j<1Zi^Yr<$* zzc-c#NV4+9MPT^Lo(p2xu{dw0Vr{k(hQqfcUhJ*82yH4Y6rLq-DA%2!aS;6>&wxKk zd(|JducPXv=DPq%o^M)XuNI84#04<*2M z;nK4;67Jw>Jg#-a&IpL=tQY+O2X)EfGH4SeNs#CK0Bd z4cC{vjfFPvy-Vvb0*vEEcFRz`p|2k7R3t5dR9&0zlW+k^z8a568BxGC9P_icnF40_ z+{&n3RJd;x`z53@4Ll0%q&JPO@#D#*2k%~{!khTf!>UMvdee2M`a2>){`75;&o})* zFmAa(Q7sU7OE*Z)3#WnNcB`_j)tRtQd{1HSLpoUIk@Jl{XMpL-?(3t6(%=bYf4P5K z0vOzo{2{^;3GL9+?&9hOV{T} z+aT=>3VQ8dbbRlJ^vV#fW^-TEKDqUMSe+Nt)~L=7%!NZGU;YBWR|pIYsLa0f^9Om= z5#K-Y)^LeM;Knz#Yxr=+;K6cLD5{2a*^w>ca78EHQ|m1m4>H*5S`G)J=kMRTl{YkD zjIZ#LmEvi*IoZ#4?Ti74ZcL^ew$w%SV{#F*E#4^6Gg$d(DH3lEQQ~TE$K!uPqSLxhv((m3HI*Q`hbC5qpS|Dx)gC`IgvJjM zgD|o2O!n;EDD>z)x^vJy9)-q-*S|_7Bi9gcY&}iFsqmWVU6xMBCsXz3N3}YrYzk4$ z5xE3R8%@*2?(%{QgLDEX3od>1jM?8;Rtp&{XoW7V<^>S6!Iq0P5e8>TmhD zgGwOH>&K)6wEv>zybV>ty7GE6=BO7kYIo0<^he+Xn|`qJRuYQMI-3WFk}>yJWu4aA zyYqe>%%(mL!S>ku(AEIpJ2R?UreXuz$BH;J9y@>vvvkJ^B?}1rZOt1Ya1mMLI-eMU zH`XXeTf8a=NBc+L-@2WO#poMSqp_>W$n7(2KItBUEW(A2cji{xZnibo%=aKmQa<6OfbOL?~?b3O*n~MHU zsWbogIaB%jEgdH}Yz)sKzf*U>OO*%G=K`#eP%}aK)$D{O(j39uqoF7?BKy9hBL>@X zM}-w533WF0&z0M(<^QO{BUNj;T+GxgH}zdAX6&qZt=k)lilzyzNu^HMIHDtZKGPnn z-aZ$S6ZF90Ia8ls-^0;%)XMePSTh3ScMD?i$*@zrx@Zh44=jvK{)dDnPE72Jp1j` zTCNY{627NU!!WhlZoAbpdwqi}k*0^7gYP8;ehc`0EinmB@AmG-m)iXkGWAOf9 zEm1f(0lTisw?BTFitjoe5L_~;C^9LrHE>4+%IHlsBz;te30-q+;jsndfnnLkE>8#@ zJe;#~+Z9~*m6`Yy=|l1P%O36g*HFKXcjsO=U)0-lxLAKI0(lnmek@*%!(EM<0bmn| zZT{alu5x&Q1OMsdzBdGzpOC5DwL2Q53+B_($uZEhC@U_0jR=3{D&l!~fLg~tdq zSpQOSw$3FNB1`T%rp^_Dx@7Q#l}$197GKTI)Gh%*ouO}u--^LfLBq?$vIr92)+`%b zE`TTI_5T0Jc_6x3|JmWbEHK`vkVv z!U=8%*6w~LI9jRBU$bO_$}o?i$=zI#lTx+$r@?>>&p+-Q>U5|(-Lkagkp>RD`B9$^ zl3^n01n0#*8jP}d8+W+ogU;E%ySsu4p-N?Y^;Y#FSSe0#yq;VHefDF;5Sa?`xK>0tIlL2KX&6_ku#Px`)3gO5|5FG^12LdqTD$QvpXO3&>T zKE`Ci{T1^f1=cnH7Zdcodvf4!cjp|S7Lm-Zq{4@# zQy#+qC4+io&3G>}3eMdLQ2n~!5BR%y1^lY6f{w?7#IW^A(7DHR(7}ubKlaQE?HHy3 z<#^XEs~{TuV$b5z_(_529=C1D#!0}V?RIv|H5%#n}`fbUha<*RCXpnJcYs;*>*WYX}by)A28?HRM<*57FS z9{>OV|Nj)1cRUpSAIGI4WyZHugtAvilH^UKNEz89Gn?!^?(FTHJ9qZsoS9^lR6aKi=#0w6>##MQ@~_roM?Mx`0QMiZu>*Hi>9VRUt^n zGZBfdsSXO5cpx0rlHk#C3(*Y?napvk109)(cCu-!rD0#E!ZmRx5Dk@I!s8wcq;;x{|@o!G4w#w#~#eg>A4~K zQ;+_kTrb3rb-lmWFbt9M7wM^naY(?xu72N}H1s23FWqtIek*I4 zf$SU4wW{>SBIRL8muLH8kmd6Mqmlj5=7FVo^U4;P`?w`zjVjuoO< zH-FEE!$kCtP9z${@W}3Q8_#2LJQBS|dFyf;kJ9%vjw|pG5hmWoctDYi4EJ2F|8z1J zF>h$z4t$@FHkIU$Iu%k-t)|EEofCPeIx0f)mK^~Z*iXo=AHt)Vtv2I6jSN)(d-Sgp z8y-cm5l@Wg642g|&2bhUGLo>~e$L;WgVum+SR=0hjr?Oh@{pX57?wUc{16}^SG7sD z$Zi7S=Jfd$ew>IR#ba+;`eq@a$THQ@zu72nOpsk@D<3(0vw6Y5UxYM<-VXm0C_&OW z>f$at#Yiu6EdGvi0ZJSlvtK0Upc`1bg|?I&qY1aesd>@y$r=|avv3PDnnd3?flQnijfX?u!6k^1^sdh91E8% zL^?IfsOFAE{L2ls3>|&{>B;>X1 z=PE;aGh(92_!5+Z-}CBdW&vsv8`zV%nS++jChm`R$wsUMBbMRtY_xu*8qF%?qH7Id z55$V|(bhc^u2a2*Nbu&8`G!OhO3DrH9?C67OgW7vYzajOS4j$1s?0&%MbF*qgtAZq z3r>H&l7J2c2ps5*BcRo4#qU!*S%{(UfxID&jN-3y3cOFtMGfy4S@CvX5_;-H`dbu~gJwJtCu3nQy2@zUwmpVJ{A}kKvbUm8il%0( zuOkLkk5~Tph!l#VKd?!dT42x(HI>K9M`953jSu!O@)M9#i?{k4sZ?|)J7=Zxcm{HN zG-A9kl!-<{4j7&Ioq?Fg{vLHx4o5P3?^}4!Ya`6od*fP z915}tojE<}h&Fh;9G9&9k%nY#pVoFHk{>vDL|8Q*)iil!RB0rmQSPgmV-B9k;iF=t ztcC+jk6vNt<#Pc&m$OoVrFY@!kP=q#pFL3iB}S>zsiUUuFQh$>-H-;qQm^Gq2#O7P z#6oS4L0JVMuh>4vAXV9C7yr{yftQr>KJM)>(9oDZyfKA=ADYs)v=^eF+DK7%LoEU@ zTa}%J$KEg~E0ye-r3vnqLaV-E*2u=A>fl1FKRS2jfG*DqEOM}X(C8_58%A%>=J%~c zgX0`F;J!vY^t^w|>5mdY_lvK979k!|SB?d5yv6`e)A-TU0Y4b0V~7c0vH|Xso#I%A z>qzgs$~$&5PefOA?>W5<7t~n_tex_RgM{tz7xCvaKs2Gwkmns9H0!?lI67y-C2B&j z+-3%79DQZDG?5CLrQ0RKx`}YtOevmDA{rdXPfTaYL2&z|z1ZFt0nje_l<3Nd0}(sE z1pO%@D9olA=6@#wNy<(B^NB1->DH8N6(WE^(T!-{S{!u1S&VN*BCJFu$wuspf)1ko zCAnHJxL&WKbKr6u)OK&y-=p9mOQT1&JB_+$m3Ocp$-7iEe8>+lGCeNzJr{v)`6hGMNp)nC zg5h=WiiPPA#iq;kyK$%lzhYs*fdI#g8-u|(*nt-Rb;T5@65c<+(i;mciJAXMKO>;K ze@8ut*B4ZUt**lXLK?Nq>nbuMdeOIs$a zg7J76PbR=o2KK&3IG``@cDZ~j8MJwXK1%J|&ELD~ET5!E80^~lCUVCgv=1Jm@kC^R zl1Fgi9~v2wtFK{n9%cir_p8k?Q!em+eXL~lCmRf3sOy=cEO4(H;vvrB;qv!0X9u68 zfxGY{Sut_~5cs}Zv~j0{IrBFx>ho`evs9xXdbGm6CLtd>RG*{$6Pa~mm^?5e@5c$EvQmoLsfp}OPc_5pINd*TfdL3!k7+5}Q z&6FXX0zIB7QVIVN!Ihfu5UWiBo9HcRe z>*S7aF%VRgY37U#hDH0(4%+o}Nckk+da;WLUtWz?`VomhyAv2(LMDRB3G7VnZokH* z`-}Q-q`@)Ta>xh$IOv%QHos2^f$52@IRl(6WFEKBI+7U!DMAIlR!8x`s4YtlxJrPf zmQHU45h5fV$lNobPJpBQ&y56RGN4@zdt1;U8KUl8wxB0PLu7sQ#-w=hI;59}F(45kWAX@dL4m z2usOEN&&K2P@T7DbB%!jF~>u?C%i!cw5VtsT&oDjgF) zg@LAdy26#AG@uhd>ddu@2eDO){sx6i;7KZd`08l}P=)$awcjK|e)|uXP{U}DZ+`e? zQNa&JpNz%_@oB;-X`V_NyEp3AqQ<1`_k;?EcTRue;^2O{y^IHI5~R?oLRY+!;g-!j z`ags5J9$v=?xN9@k+fqxY()&MoTT@Tw<@ zGtfE`?}b64SETD2Z>gc?eCCEp{y@;>S5T-Z4+cr6I~TvmhQU}Bzpjb3Kdi2doVJlQ zf_5ifmfOD^Q9@v(%RLB1{`tbufkUyV^~9(TWk(l{OPvq%<_iG5Crc@Es{xQ@KSq=e z4~E-!D0AGWy}-tBQZe_)1%xRMN;kRUg9N-BjI>;^$Siy2LRVfQ8qCnrnhn)jO&Nu}YoFl>@j*E8s6v662t)}u zcCzJOJZd?kg`bcPMsq{=51#zb4r&PXX-2pJ;JRq46MZxoSiO_X{CoZ2+WC7Y7tJKAIPCu69X6x zVe+OZ81ByTCkrk9(n$3e!(ey%U1YnlLYk<@Ad+ODG^Ti_8j`Gg*+vS; zMDEkE1Kb>Bq$CX7W?DEj7Ii<*0>F?a$Vv3e&)f3{3TCkJh{ z8MjhU=KJW6QgK)>(gtwZe(|65bMct{umix&PPMzr9-8T zr5Lcdq-9zFiKO@ z_SZ`XGrLe$y{vTTx}NSBn3oI^t~_2t&e7o4K)O337!2|O$CD*a*+IF_?AGyuP-yVH zwkRBx24Ag96Tg1WfGR(8>t|Q-@MOp@>&eFqIF6C};~|y`^{RO+>rSzt9Q;XQKVLYM zD_$)1(Di^;ow`p6vZ3(SG&aeVDFgI(4*wo0CVmtBl{(*Inp zvtdImv0v$5A&7h1PMi02A(Odq*~K_VhLa5Td@ZE| zQ3Swzv07;7#=%zQ8IG^JIzs8AN^O}81+IQQSG>JRf$efH!-p@5;Bovlj{P@_;LA@n z;kD0&pvi4*VBMMv3%6Q$p5b@*-X_bXEomZ@TCZ)(2JPxN>rbMLgN49{4H&-ERRS+G z-0~NdsgU}^YPPDI3aSsvM$h~$0gSlMb1Q~o2rGIeG(TSm4P4$Gk%#kueBtM~Hju%y zz5BeE(EG49+xUS74xc2S8u68Z z?h(Vcn@MGG)4|rNqKgJo!#G^?rBV<`o%y&gxCEB2S=$|5ErKpm`F$@%3fP}cxhy~} zh5oS(DUpS8a4S$F?awR+@iqx&)A@2(JnYb^!d(vcRl%F*PbnNaD2g90DS^)a?v5Qa zDgx(ki_aIfDRBB~Kx&{o4M=%!|Bc|vVR(x+N;N76SJuXAl@sNFpVEohT%bW&YIo>I zYbtOWMRXeJ6hnN?yi*Jx1uWa=A0AQ51x4BN0U6sO_$_&F>G56~T#kNG%jRANd;C&{ z{pri0z3rkz#6%f*-!FkNWg4tpt%`a7qXbCr=S`mX7Qr={3s3E$3L&e$tXf$z7b;qA ztiKVVK!SSe%o-OBew1`JIh2&cyMB)Ta`Or>QQOy9a-{+e6OFv-8Op)bw4ix^6%BkW zKi0@{l!B#$w-3E{39z{JeQh-;0uO9zKSN$IuzlI1yTV=$*4dW(iWDlrq2+X28(Ik-*SeHj)hi&z;-Z|8ZW;VLOBR!(l)|Jn^KPJ2(Dpny7T;40QW6~79^vJ% zN2ZVW@lF+p@|>=E$A|feWq>bDtor$r z3WrMKb(j-qpi=xp>L!K~5Vj zay2U0@74{wi7umLU_1WcY=n`(X+F&k* z57TtM51C3~I;u}&B*BydH?y(!|L5tW^e9CfNS@`^xx1JQf2c3|9maE@^~AnY zu|FxWu@BE68D0dFOb@evt`vd0^A)W>^hNMBkoqoZy8xoz4V`uE&4KgcX{x3|BxqHg z2^si+htt>1!RIXwY8(0w-o2U&wujYWo|6LDdX8TyM<_t{6bk%!oB|h5OkZ-iln-)8 z%0IBqlcDn-wng$T0bX){W|iVfhvUN&L))5hu(Zb^skV&>8qIYg=l}3Pvyd4&qI&01G2#bLo|#@B7nJK-{UhT=|E2@oVMXum@u!ucO(H=Jt- zpdTptgRLb4vK8{*9db*C+JDiZ8sDNJAo$@Ak(oePB)s#`+%bc_=lk61&0-)n!zlyf zj)TYiLvOTCW&pG2o%s9@8DJQ!<9p#I4*L3*HI7_Kfc_&qCEI5rf!$bO>jjHD$bfMU zUDZt#!F^%D$kG zJhAX)`uUNVNh}1MC|Xgx76QhZOPSPSo89@(?VWzZ1kDkcFW#OAL}tahUtj--s6;0MtOoGuUL7DsGw~uisjZ^f@&fgRynGoW+uRQ}@V(oS!b`cO?O`Z!*fsE>> zkBZ->kdgU5<(CUaX^6VWcy~{0Gzys0NqcoR3h9V7JXsFGBI6G-4aO`nXy2XBMZ)Zf z2$K}6`H~?GP3EcgbB<-8v=i}LrniVlb6M(PGF=jK_WK;3eK-ugzO!f`*Aav^7)upS z`uZarmR&+mI}}kzoLT0gVv&u4vP6@dEM<#4h4I1fL=*ZQ?DURFOD9z;{ zpJiMM!hCRH^r?$L8tEr%_u)g3>5@~9Q;t94=91z#861j&eARZy>AQIfzI3mfkc9pL zqec2{9CEy&sF7Tpi7G_~9UH?)sI_y$U{6Fma#l3)?nv-Js%6t=`C@jc$KgO-(zqTv z5NRMYu3?KN%k7><`}iXxd$Eal0W9L*_qoZPE&(yW;Qz!fm4*)Hd|gZk!y~QQzO|k= zaVTMhr@JV|2&r;&aFUeofOEvR>;?R?AuzDUzhmshM3gKUU1bWW+p=v~f{yIA>P7@|p-RWoB?@;k?ag_l@(8uv%v zWIqNvi(3{1hkZeH;mroM=Q^Cihv>%kIqmY{`%??zq3EZ~7u)8O7*r$6s2=6$2A+N5 zTmN}RL)ha}EyvuVfumD$+`TCVet&VjdUQDg4y+ATa4NciDql=FFYyZcMha0HulGeG zMdYs^A4H+P4F8(6{aAEB!=Inx>jHVrW@)T)Scv`==KW3GK?i>*eq730G272lj~aoe4Ce& zay<|QeJ4Hcai#_UPIC)8GGql+5B4zrdx!zy*wtLI7dW{6<6AqHfCuhFdUQLjnc&37 zKZ@q?ptcgRFX>YnY?Dldw*2DZ+G_ph`j*q;iQC5BdT;U2epF<8bYj++*I8TT8%|%e5oX1B~QK1x;VwH_ z&3c0Zt(|q^`a%W3AYC%HJ(Ugpug2M7Fbj^At<2Bva>;;10n;%78VJ6YyeY>LnAdbc=*(7dA*(n`K{ACR;Or?USH~ApiTulndRRaGNhOt5~ur*0G5iqx7)1?L7w$5Inc8Ns@1Y*em^S#13M)X;ocJHyLm%LboU?b z6O)JUjTS;tO^NheQ4Z{7QDfsMC4$1SYbS2)q{B;1TS4(%PH*aY*IZ+j50f2Y=AVU% zz;l#gEo}E>O>F){n5IDbOI{p(Tmi_^u}c%a?&?$*RD)k2LXv*pg|}H5FvvJoQ8=3n zEp#cw%8$GE{jRx8ZWI`magE~I<;2Mn@dwE+6bKi3a_#V?0vNL{`5va316F_a#LFg# zFm`Dn=|oBf^bDnYHr+{vkaY8c)8k|)jaI~`E)+m*w>`F6xd0wpR#3%M3cylMxRv|< zu3psCT4ET;f-gMbzct=v!2bXM0RR6CmuWndZ4|~SrBaeDWeG_rLZKp;Hc6BcNwf$N zQj+ZZz78{(F=NbT>`U^}>QPxrB}5Amkv1(Psib#4UBCO&bKlQ7=Q{uEnYY-@UvkM1 zxx4(x{KfG|c79-;9g~YYnref6!b~)6xL-bIl@A*+9_8%5d}!QA`t&w5RlVXuA$VuqIf4U))(M3;SvEZC^M|(lW}?n@NAIK; z9UeCeZ>3t~LchcNlmU~4pPT*Hep4^Rl8v9eCARSK1Z&oqck@9}Z`GM=$H%OkaXj@O z7u`36E{Xhf59e+yweC91 z1OM<{sg_e*@VD1Jw-{kT=|FJgIywVyOCppVigO{J(e9O0o(0zCLyej&GHgqKci-4k zfVNMZ#P^0AoKKi}9I$``{Z-CMEqQF{bOr}#UN68Y-9vw*^73$gY-49M zz(UTOi(B`8W#P_X_`g+TL0uK!cCODA^hf2d2M0!|_;}s^%c~#?s3)$BZ?w*U)XLSi zN9@Sh_;i`A~~m%4|4I!=ZbYnT+EUTx*ih zb$^tOt)JO<7cPv2D_#+$dTA)mTDpIWH5Fr#MxXq=^I+JVH$JnP4*qf(tI-A;K0fR1 zcPC||Q@vaq-&OdnqwF%%D{rcmcrl|Te+8Qa*K9Es7f zDHlzBG8&$BoBz5)g?+@gF4Y+-F6o_eC~BaBGaSlv*3JRNR_bU`U=|FEf>N*kNXO#5 zIhw)giI`qFB0c^q9Inz{Wd6Qn=m$TSbCtqqW&_WTsn+Q zwY*L`Qn9(_V3X@BfgiZ5S9E?QVQ~qQVX+|z?$v8jD*nYGFhb?Y8Odz4Brl+>xk1At zw>zwUfsU=)=j|0G==cRki8}u&+b9Ti z^_%&JWr0)^E@{Kc#bVu-@K=VpSeHgmYdD&NaGR|I@2_W}!!6AIYJM`3%e`{ks-p01 zVTICI{dq)g`yCWNXB#0Y68b^GI041=>kQsr%7XW2nUYUcS#XKnY{37J1)cr7@9I1! zVgK04Rh&ynxZ;zz#^hcUHl2y&XpoIW!Q23Mf<4>6*eN)aXgu0sQjw5IC|{eV*q?JGbRXQ!-liCg z&69UOvMR!0qG7*kw|@k(<~A32Sq8$SvyP#2%mo&AW}9A{9Vc|}w;rRZ2NLO5u4<0F ziXj$T>Rj}?m_!H#ELo}YM+`Zm z&b@dF@0;(fn_px{s2nToRXKl==vo+ZfixXOc#j`B^kvauTxdM9npGbO@3@?b-Re;| z+3zSrS`dxL28qI{uS4Oq+3#&_p(k#6uVarn+7b@6^tj))0R+wHs?7G+eniT_sdi4! zMW|8bE_lC;hNH`oF7mTzOnGcPth*ozDe6}rwI*D`Hzn=lJL}Dm=bNUcf5?Z(+qr$k ze9=h4yYu<0h>Pb5y}&J!bGdKKwhS4l!Vekh3c&e$*8*(GvJygP#K;5#(@GK5}H2hJrE+;KSm0Z6hR;Mjt;#j z-B0u`^ZNPu>UqL_o5*u^!6meO&X-l*#k-CAZ zqM#o}+oy-GBLFt&@mC(R=hBW0Q^xk_Y0F5#(!U?I)XAL|4j=-n#T0qNiiO`IEj3LWw%GF`q>u zUbXd{GS4Ov9zUeq!_Sb3Qfa3r!7p-&cOuV&O~M$2OMsQ|8f_NwbD-JG)Qv+7#OYnI z3FiTKfUPN7yw^=zWo^}V!uCWYuIi<{Nc%^`*cS7o?wq7lFM z%$A=NWe^4j<@Fv6Fp0kQabw4yETaC?>37>h=tOFFlg_&gGQnfrt7m0r63#G5drHb6 zX6vujmM3HouYE>)>ThHcy7MX|@AOiLdw)wh=yth80Hx|0{Y`66-m$sFST zIzx}3`!wS8k>Vo-XETY)(6r?eeKCZF$hG4J6_JF)$OD7E*O(VpEA*fu2@+@fQh`hbI@S1$m)^YcBFRBoI|bTZ`Hf!VyOQOqLytfSPi8 zdtK}$_>BtNSn8g{x51Ew?ZR6L??&Uvwgyk)V$R9;;zvUW5!aP-4wt!MY5yS?#Z%FU ze(L(J$|MG7=GCtG{vrEx}OTpi!s9JdOK}YKlGH_C%-n!1R5u z%S3qi(}xE~J&2^Jk?rSEMvdDjP>&kMxVL4K)T9W@x+=#gra(U;Jxja ziRzje#@Nd}NFTaaTxA=F#CfNs3U{U=Yw9E8hjTh!{BY3NzC9gBoaNfpUL?XXSE)|D zHVTt2Z(Y`l1;FOQJYA{1CvdIV{`(60Sr~p_A#~g<1zp+KHG&UhLCk6c!}o6%91isP zm(6BjNyOtrt7b_U*cF^Fb2J4aHul-m@$sNuVs4K%4M&mtc)ZXc3F-NaMI4h{tXLN0 zS~*w1X{ycPC%dT7FELXcqUS;-aA;a3lnfbJ*+YF+Bs7_)z0ZhEM0frPSs}$tD1Df> z;08ej{p2grnKcZAC#=rQj1uIy#(({xSq$`=uU&1NLqm;bJ838^8{;zFG1Br`;DleQ zbKjMMEklEMY>LPjG9D>85y=4KqQ#FaSr(GRm3M~PuuwN*XkVbm!bXMMZtG7BY8vvK%Q z^U8ZGIoNeQJN|7Y8w0~%v(n{RSbKSJz4gOd;vuEn)UX2(&73y zp-*mEE@qDM2RA(^0RIJLT4I0;U90S~5@a6EIGg7?YZZbrz==>;!NcuC&xG54v*Dlk z>7%?LuSm9yR?R&@$BUFj`=#gSVv}(!{7;kNFyEBt_MhNh*W|M-VtH_sJ(_3bTL^Qj zD-Pcs`4|vdZ5K|WJ7gqV}{AA!<_4(DRGMrNDr;B|i_(j*(n9IS>N-9=g6esZl|000lm&c#$3cpZ zi=zGq7P4w{sAKE%vFP>6d#(OIUrmhAOG0V8H)|Ob@|Az;& ztM!W7!i5O59J`g{!$V7&R6~z12jMf!-F21)SSc28u*W|S7fI?HVg(#+-o2%+>r^Hr zoU{j4E@EJVs+{_cVGdFo? ze%+>DYRbp1@9iEQeKbgCF59ndkOOz=*r47YEVv$AW@Z)4!=^;Bt!Iz%V8I{Tmm4Iw zXS2|*yJxxhvM{l;Lxzp;`A%1sKg!3qO6p?+5gP1YFT5rBj0}yN`^HLo=x7NW)*YE) zLpJI~e?=e%yX|WYa`HI%HYt(SOJd`>X|AM)Um*=2 ze7?WRYsiM9^VSU_FEhcf88avz734ibss3mAY~1py%$-`tMdhEs`R5;SK{;@6(eq1O zTyQ@b@p6idLid9^&WH%U=hE>--;;sH7uFIEtEm{-^-*lgc{ZXfOO#*lDMa;+E7mej z0)4DXb9qvT%csAW7w8valBm0?D9*)<_SEfyb!_k~e>guo!Gx}d`2y_@7Ce3>l>DR_p?(& zOjxB#4H#PFVL|!O{OFz8a6MM^vBQ}Lodf?&65q0+wDFm#Q7ad$1LLfvb9rzzdaioC znTy1+WvR6$9K7!L-Ee6x3p#u3`CJ(WHcPENaAhJFfe(+}wvwVC)^pPNrZEee6Sir2 zY%co0wOz<&abYR%=h-XA!|M`r+eT3?V(mX0xjtfH`dp#eve)@=nfx#tHbFy6#TyRO zI~QFpSKs_O&W2UUf5v@!Jm`9sIJ~Ln!Yn{1;{#PNU;ioiYDsV)nGmyY)eI9e6Q@I^ zy7JKC+$xcIIS0Iq(S3Jx88CaiBe;sg0V{E?k?3L`=0skf?Q-Se%ZnHr;+>#AUtg`x zR^VWo@=JY9O#%E(f7-IF8PIhY4}Qd;!jG`Ym!z<9e_f`y+0R0_pKDt5(v^?th28dN z=NI8tZQqU>FFsaXlpt&6@~}jW?QyN2gC(Ezi<*?#&^+f)ej@@8!f@l zs%v?zc9rN+@o0Y+T7}ZXYt5vDs_{l~`dpA>73PxsFPd6c;NM)uvl~WAQF4Qwtn{WB z!pWf~QSN;B2FU7kiWCd>sQnMhlX9$`$yoR_v=RyLH(uGfqY`$dcbwxBE5I44|CNzm zhK8<~yP}L@kY4rpif-hiU-fAAqKjPoKFa@`*~i1|e)(PULZ#Te(Y7Mtdl{s9&izvy zDT6R&g21LS96i>(FK1T?7Rej0=%?{f|5EGxgYR5C5orpo)n~)iQP^rkk%=AI2ktM* zErj3LQLl;e5-hM{7he_Vf%RVccHSkpXFBdW$GR9lcKdrSKg0)1vSC0?k%y^w2D8+~ z9L$DneP$%^|4E-(NhKi`Mh-f;TI}Z|XJw8G)4T+p`vWfY?=Hc#8mCN4pj#sMq{kN( zAs|rdSFThc#H(!=|C-OmUae0}B_eFJ?U*j!TP4^Rah;tF&Ro=Qwzj?7!N>3DbK|QM z_~>|i%gCop(5I#&!gc0__z`Z{EgZ^0?7>?rf=~dH6_E$Mqw}DjUVC6i4+VbHR6E<3 zbgZurR;{?h!S8(MJHu^U$o=j#_^*!(7vrb<|4DJ7AMBTMjm?6{mrc*MR?~4?Wii>O zGY3Zu*OIP=WMb3gl3HQKWZX~qcifno2kPJbelG>S*Zs%flFc$UY(iTSmr1d)_0YQJ z*K8)PEWtumf(Eb69Cy3b+4wV0wrBDY3ChiOeS794!6HeSp5c%TEj85#%4hT7xXEw9 z2PGDq_hy}0X~IHdi4s?K#8gHmi$G4*qzZRlc zSeAnGHSt$Ie~3n+-e^#?VmSPd)oa>bBV%e#MEm4?8d@b9NAD?9QJGHvlkg!I9zsF} zrXdt8ezCpuhj#|H?mArP>l2S@FJU`__E6}?%r>Vj^gz}7M{+}|Bm}%{@A%2d#aPWo z)0r45%J(u9XDS7p%NkUSo5{hWXPn^i_$)N+-{H_S5Bw}K>t+SA06jT#b z&hp=oQEU^wt+9{}h5Lt3JH#_k?Ut5K(`16u^WiuDZa$pal->=f=fQPIP3nPEF0@1$ z6fr6patu92Qf~%`+odttk7)R@H^gScU;)_GoA+Pj6kxPJxjJAS3x^{1z4iW=kDYTP z$wDeLs1HuMcMp;w9^duV;Xyi_NDZCL#suid6vZrJ=VC~s=s_JVAF~S%56cZOV0s~f z+y90Es{5;sf7LYfYFJ!2sF^L`pn1abz9a}m9o0N@HUSbk^?EM{Lm<@f#HxnngqE5& zcQvb0p!eF4`l&GoJqAv~cX#B1xhP_?T9}GBzqMN)ea=Dc&>_uJvzd6Wxnx3HMUXoV z5Jm?NN5gFES%T$s0XFd;v|KW*h-sfYWii|A2*2SQoz$&~$guR2i1f;WVPmk$9s#HS zUHWjB`av=VU##o6vMUqko*B&c^(EuV_i26c)v+kwPP%F*77SLTwsNJtD{Ne1srSnF z6Sb?IJh$s5plu+^tMpM8<`JDYZnR}VWXa7FUSnj4vABU{tyvgd`c(VpnKb+>3^Q5Y z8i$plUa46Rg78gs&@=U*J+y)~X%!=pco9SS6udbD=PTAvdF>^^`E1Dok7yF^UyH9` zSfwL`HlTFPAReaw`rPdDgAuzUk~B5$0p-);(sRDr5MAQuS{5qCfo{8eiAq)$KKIw@ zD&>$7P(Rs7%c0;HMImNSA{nwN6Xw3L8F1P?<2aL@fDy+Hai6pzvEX-TP4c!-bUoB) zN_;8EZ5KW*;+>{p%gp$^e|u;soO-;tTEJkBTRt~Vj)ljf;`&0X3*cva zq^SHp9gfSsrEd(S;=dGgtI+CfWXx1(NVI0cTRQx0JCO@_DX}$#p`bs<&K3UkVPVtF ztD8hqS)lxgEb@|O;kK6cnecNA*v}(1jni_Wqka8U+>0zci{?1!MI~cUOhz)nE*r{6 zEL3)CF`)5`=VtVW0pmd9HBb8)cvt;s=BgqcJMN}OJQK@>twep=d+RLRe`#&w%S^#8 zW8NWJOBCe9tL)uV8&@}MrPWDkc{7cm2R2}GWA+99!-=|_| z>mR1&D+=0vrPheYlHl6AD(|#+A}qE@Xzjii0SyyQl;?y$id%~YCLG9!8yJ#KOQoYp z$Kc({#rd%IQ0u=f#RTJKMbYjS23kKkg*0l?@TxUFFmXu^cIWF2{=JqLDjXnwH zQu%Rs%54&4_vtLy`I`=HDXi#~WWk|o&DpK@1i6)ZC&z7oh1RbdsAH=NFkG(`d*W># zs`OGdwa(6{bkyj@G~nnk{9d= z{b2~D#S8ZC1(hMH78_hQnM4=CJJWY5O{&}G;kwLr&xR8@h~2)n|5$S-dWHvvUO1C+ z&~+0@YY`KM+q>-U-ehC$58*Cf84jv0iXMuQ;^5=9EDt}PpdS>wLRn$?xW9GJXuyU% zOk8o6Ga1goG2iNm+htieGHv@^#)}D&C<9^Z2@VF=g{=*vaiPUzKcBZlki+tyM%D?= zg9p7nZ~4bYTAp8Fz9$Pa3)+MGs`DYF>Gn-_RUVS{EME8ob71;MU+=%5LNrdxyRE(~ z$Q64k(ughr-@DIW@9>g`>z#Lv^P)hI}aBUAE=+LqYz1bhy7M zii?Rx@{$G*KAvwY`PJ0ShvSMvt^bYiF=#F#DMVN(#x~# zuJF)*!sC*1JO^t7)H`=hvykdL^-=bGKGZm@W83^_sMY>H^XDfO=9=k6mv3{Rks;Oh z*_e-Qku&!xf*fwUta-lde|*%nXG`$tg&>))*UB&B!m~k@^DtV#0gui4O#KT$9gTa+ zG8D{L-tP3=em3YydUfXoIc!R-LM~j8gE}maoLnv77yAvvAr`*{{Lz-4OnJoy)m~)T zV=5C(eG#qc`)J_ZQyUal&cW*a|1>s$g}^2A}n+Rw%OtCBS> zO>B&HuiCfrC=-9jPcxsE(ZIOnWaPad8~+0U0RR6CS9d(rZyXm%OEi$OQz|1Xr1X)M z7D{GBLZwJnNSw3x+2f46bIyoxcP=tMq+yRjrGYf0&96wx@BVtfp6|0h-}n3dd_K?9 z%X<(Qx`!@e64PrMRc)CH42EnlxtfG7< za3#<(Z$P{N99P^U3XyWbFu`q7COs3nNL}&!qI2M<4%PTe1QlF;FBeTM6vNgPi7Qz# zbSV3hHj)-h2fyCNPqalEZ05bSUecHf73<1JMx2Vk-peV<@HiQEG)|>k+7&?kucw^> ze01>l|9JmN1p|bidR05ED1|pe7VYofG2s4A*AmM564=sr0D?+s;FG6u(b?HDaV+I`z98QufE;2yoV1o651O_CB=M6 zJMEO98;3F=yJ1Vo&9*$aBG6`WhRb788sq!$A1eG-d%F4~lLjGz5_TOgsPG|*Pug_@ z1!QE->a8m$Lm6T5I>9d+_6NLlIrt|X3i0y9>Vt(4l4RXdIZp+3;U*;DTtZpyNo#4-ghpJP9pqW3p)dA+usA`?deIiuwrdRF`U4GJ$hC)Cwbp!N9Q zD39y{FmWR9O46PblVf5lCzjd!OP=hTT2p&WolL*i6#-6rx9m??)rP=cSjx zwR*nnJev|Q`*SGg%s3s0CsGZDLursNuRi}nq6p{((|*L8dGPi|!Ow@4eTa9$)Ke)5FRs{TRWQo zqMBj59_L3v+el*f#o#QM&g`)DSzZ87_j;#hB;-TSsf^pJxJdb0auC$>Kyyb?L(_vy zD5Sh?l3|k|@{6?AU9~va>@p(nqVEkPpkZ(#xd0 z3m~gxUD>uIGE9xy4&ArOhAyW{w#$z+V0Wr-;s2KmuCv!4`W}dZDU;?v{Tq?cSUG(A zl3EU^9@~8@bgmF29=~DSQZ549g1&3jG%jBv^;)(91)z|9ucmrcE`;k4V}wRC;KkQz zT>Fg#gy$iTl$&EgHy~|j&Ltc4P0Fts)fK>K;;qFCyalk4PtAEFq%TSY%8S7vs6{4vZElOXkAkO}+7++PN_B ze(7bicrGMlG}-f1Wx;{I8ZnjMsgS?rhpLou9Q^uK8l}A}jO*XNdDB(y(8@oWdB!;y zM5$qV1c6lOmAlciJ2C^FA4{o-P0fJumCwvJ-be@1U8jmuohfi9#_Zvp*U>2gdVmOuy~yek2L7d za@Qomc0cQxszcE*#51L04L9NLag!E#9}gJs`cx}8tAy>M|H9ej-q;G}3CB)&K+C=3 z&PKLeeHTTK=lqulJv#D#n(igT)eGx6JuXS$9GaVDARi4*HuKWdZ6Pr2(rNR0`FYT} zq?9otWrrg6Y?*L&Jqxml=#0& z5OH&ukV=+_H}LN2_^z`p0=5wr-E}ucz$;mmx3}L#Ku`GT-|Fk3W~hoyS3s6 z$(RF>ykSauzuqMjwZA2{JoP#n7`$!krG|iQYR`@CZwc`F+mgwMP$E3Oe8zA*EE%M> zKAn8KF##Ub%0#~_jez6tKa<;%gCL{qQ*-?;cZlWHtQqrk1o@5&|NRkKN7}z z?i2!EqjJ>KyvZ=PJ$XT-kOWm4lbKoKsc@D+?N!ksfu=~B6zf17v_>G5-6aN7!px?R3`j|U*BQzUT4Bm`d9d1@E%CxLggrXR0MGRUwb1y#3@z;Bh{ z37)NqK&W3hTpAGpzI-vgixU1I{B5Un^v9zR|LUnWkM|YikT+{7-zK1avA5vlU00BH zeCstyj)s;?uN`k`#zSsEv&-#)BygYJCkhjZFw#^yqv#O>7q9TA)dh!vlI4VS$SNP8 zsOC+?ojVNA{)+X?yuXAw9U>peS_C3AyECn=i=Hq#J64d*c_ms+! zVCdPJ>Qy%J@YSo{vbux_&TU6mfr38}`tO9@(>Vs?(&ZyoYfm6AAyez|^+>RKX2&3| zN`~IY;mSVki6AuLTWPzL0OcKnI+3l>ppoppy*)1gR;JyL^~pX72d*CU6_)YDP0>Ax zb4%ekRcLNfzuO3?fr|adPKCqFu1t^WT@mp4?+m?yCkiGHl14IYh(HNbOPL<`fpG;R zffjyQtm75;b>#QKU9yFFM}HG>H0Hu$EISgF433ot+gXF{KJ6m!YoX9nlsPrz5egG2 z9(}#0VX(F0yosP?0DLce=h=VK4hXhI@_V;B;okD+5|fYoF=Aiq?x%7Q=l)9DE4(~_S_Z6ko)(S71C)qP=nJVUMW?GgAT9QNF0ddQ8;t6~d_pHJJ)yNXrg%hv2n2`30X^w(*!|bZEQpr~@@YX^WfX$pfN`4e znZ^n$=pkzeaKgoC30$@{WgoUv?b zlT{%=;M9C(_Fo^Uc{|(~#|5RcwQdjiW^ozd*L z#I@xf*CDoyR=4mo7*u(hMju9mg6O@Cns;P^VDVP$c`qFo_|*8ZT-43XP74v=?>0rNDK306-3{}4ga|= zAJd3M>1qAVf7hqt>}XcBe03_S#`*uceCj&##D7!gmD`AflJC?dGhK9sCr+DIo1(MD zjTlbfWwb9EAJ)_*ppVimZl~OCIg$3c=em0S)@C(Rf{QRHbDb2`}B|D|S7Y zflkK`UG%Wd!3+0(t}HrGfKA#3Z&W+-uw!_t$toiSUs`PStUex%_Z6OY=>$ZfnRA*s zsVEYg+GM2vjK`wT-t&*L1xRSor8YLLl#Y+?OA#!HS@^i^RZE0G9u6hC7zTdI$F8XG zze}e{s8jr6nWaVqy2x(~elkQvhmMA=T5VzIqH@WR?N3DEXonYx#&KvYDSrCiJ`&EQ z>^nD?p3eR6gk>wDvvHGB_Y1ZCp~ueQeDNo35qE~_spLBU5>-(Do8WTMPr9)@B_ zA|9{Wk#@H`9(DY8Pz1NcVc|9%Sd{)d^H76wf#(c{VyF!MVR# zEv5dbGZ{x5%hkvD5^#f%(3I8vIMitjByU`ofTC^kuWp!-kakP(?X-OhoFxY_4!ft za3tlG7#Z=$BE!kN>9$r17Jeu-FXQ^kS!2HE0%oJcyK#+U5vh3ZN8p9f-e?T@n5lbh zAq*3R0zKY(+(d&}U7m}V3HbTI9?D~Gzpka!rjvh?a7#ls9+6AK(j}%ZOEe1~G!IkU zhV$@^R$}V0=NWkL${W$y@dRu!KiI@M7XW2In!kbV}z7YK^181KJRJu20BR`}6kr;12=6;HZ^!%HNLE;gKp_@pkI(Q{$ z_;51b(~XvRwLJ+RK3`WEDo8@3ruB)mxpX`-cz-B>CkIu|by2t9C!>K#cTC#5B5a$s z8eI0CisFSl3q&n4%03Uy_@$VM{d?P{YD_aRYG;N}#P1B${_^%|zZKU%<*kyIr^ra! z%3K#@R)qSCH+Q`&r6TE3#<8&1#dz9n-tD+31AjG)v%bbq@mcZqi}Kp}_*#68hWy_= z{ND2}L;Fu2+Fq|(c)Li(0PQ!c)$)rlH>1BrHjj#KPee1+Rg3Z7cUMQKNHp^AkEXI_%Gpy26m-+xqUQE=hw zm5pB9_Gi^Sx@WoPY}wE%{x$B!ND|w#w@0xA<28rB4(gO5XDJ~verGv8Zho(|J*@<7 zv^S<#e5T?-`{K8(Aquh?`-|6HrQnu72Z?$k6nyRZPpF(q!|gh{H;_z6Asc5}Kp+Dz zNujbAxeN)a=~H#T7&tD}TrlH9!w<$Ozn`3;V6dU1S&H4>Vk%iQFk3SV2Xd z)2F5*l8RAG;J(Hg-4cA`UHPk1q!c~fJ&okfm7=6v&zZ>}8YT61$A%%e1vE755CB0@*qu+B((QwB~)YBzeWWZ;}>)rO}w zG&D%eeZQrMf|@S0(;+F0LjWRus#c!V2;drM2Z_5Qw;K_PYx-H%oWA!5$GMCfvaoKAB z(tC8w@4r*&6jq7$H-OCd3z@hu?$=4C0;v9Fp#J^ zU@_N7L+vn`dXFFqs~lWtyx7kr{ZyD zpw^>n4GAB=Q&uPJ$w38m{m}kJ3X%;Dp5^>2M%fQPJQd#1u}9u^%hi4w%6z^SdxGl= zvzecMtc`_OA(LIu7+-{etq?bh9A!D~&Bu_{Zyy^C zk#YK`8I$&{5dSHb8ybD0pzVRB1PMthu74h(mgGmrn%DPz-6Ts;D>?uE;%^!rl2*2N zI!nRiZ(kD+R1~49RY3pl*G0HiyQrVEx(M4x2!G`_(Q#(K-qL2SuS-iz>#vxXp&(J^ zlsA)s-!63)cFmR``_!8a-WwQLrD#yrdx?R=rup)YG7Oa4?B4u$Ed#?PgBe+gCCESF zuBfC+$MlD~?P?4}Vg~x%%%F*5I2*=pB9Ivj<)S!PT$3yd$z7Iz$&?86lZUC_Y zWpmmdj|x=a>EaRiX;y)xC(h?y`BdQTkK5*_vnue`+@U{Pdn=GOmfy2l^cG5c&Fh40 ztU$7{$NiXdWq7WdND$E}!=qxc-Ej+L*wt&DSXowvXB1_nnd{5ZQ#rX-<7OEy3%63c z^`sQ(gq|FEVkz=XS4}^5V(pmNm#nZ-3{`r=*Q-#1o5hbb z>L}5XRaY)gzgLW9d4b{|{uHBOe3#fN89JV1B!=BcrsIKcwDtv=V!XV%i1$?t4b^?O z2frfG&}++dxJWh)|66w@*IKF=9qIN{x9$|-Dvn^{*Q3z7!{kYbpDkPreggf>5}crA~fnw;qyx@KuS!FRO3Pc-e0@!ondbQ zk|b7c&Iv2TP%ZhGQ^7?zO$_q7kdu#1ysARP5Hfl!5~5?%$++Uwp-#unJe*PMUwS`C z#;?0M6wlUtoDuL2x8={ndl&aA4K{G=gwczwr6+Rm#`wN!H;-)Gx~J-v;Hn(-SZ>c8 zG|9%%%8^;aG46fgS9G=wrlW|(SoztqbW|bOm5Hv%z`VovPp$ctfx-d($AakTm_y2R zHw_}8kg@AxzAOous}701oKHr^hiw@=^$tElxjP1z(D*NRs z@~(gHheSUN5pE{hHQm6(37rYPTb|ge*KNyvkb^$Yu3sj6`XEf#{=E6G8SqG{dF>on zgGN+yjp2l|SSe+*IAq{~O_KU*V%t67qSwXQ)S3V||MMP+&3%t|(X}nbEQ8=s{hu8s zYTh6`IdaJTpA``7L_8bDkD_Z(tF=wV1#o>Tv^Cf}3|_RSnx0G}fS1R#LlKz?K6Foi zs}d%>eYo_T%+H2hLyd9g^y|QB|GfT{Bqo%67$ufz)k1d~OT0h07VOR{1Ub9cLc@^2 zzfHGmp;J<=s6&MbA3tQ5z;70$7T?X$zflLi$BP#a<#WI|@>txITOG*VT_b4ykqPzk zjV4tMEZF>D;Xsfi8(h}8$Y2l)zSIt0Z>eAc^{OIo&DHObCL&|i&laCk&l2z;@MGtczzN$g` znL-`leXq70QVj?^405uHtc8skJT|(`EO^-SaM@Tp3vPEyPHrdHfMd{>v1{Ws@WA(d z03ntM$It)c6B=TITf31^eIg6;inAuALhC@qi~B>sRae~EH;?m zuno$7#Q}4vhI;XFHu!4a>su6NL6EVHLi`6NXg65dI_R^Yao3T7mt4NJt)&U4G??I+ z)>JK4$^^TY7JnYzV#4J5kqZLIgfl~{g^d3(Av^0>Gii|thfihhG#Ft5FwOhc^fDp5 zsOrLsBP>w3E*V<4oCV<;f;CU#nP3rMZY0T_C*mz)TO`2({eQ~L>nB-Ytut0Em%{{! zD<3~z?BeP}I8&Q@j|Hctf6TtJX2V?p!Rqy{b>MaBKBG^O1AN9JiJpOV@cpE|wNg79 z;G5IbRX!Hf2+NP&vu7ymdenYT41cKbJ^F;1fxj)Oz8m*{IVdtH7##| z@Y_V)M#;M%cQEUY^2!Df4jt`IF1-VqH>5AF;p4#QwBFrKo@}7c9@AXp`r#voetpL* z6U?vY;j+J6-_#bHUC3g=@41kQwl^#&_n~V)3}!=ow@!Pja2@!$O(rW^)&aA#s^i?# zI;j60dHw!!4(#4+R}%ZW4h~B{TK1Sz2eO|_68Mxk5M%Q#aBU<9LZkIR`3M>f5{sbdVWsYYgSe9}C##%C*esLf_uIr^CcbovDVbQUI z1J9O3md$e4`zN&O#`zcyT+7{3aL$zj8w?E1y*xN@_fqo-FJBHsIxA+qT*CpAo~A%w zNe(bo*~?k2b)ZVpZm9F9gOeJ%dyEb0fI%10__M%<|89;AMG0_ypXp|E`X?Lo_l8Q? zOtWE=))%8At!xmc+Qf_mu)%4i5esbD@Kx#Ckzp4$@ah_!cH7Q|71rO+dVOTUe8yg0 zi8&VVmQ=A;@Uh`Ru*AA&T-{@0@7U3bSun5=9hrBA1p$#G^L6Sh*e@z}QtCJh=oVjc zh+G}?3_>qD@vuOtPs#4@8zv-HZcRWgYOm$%&dgv!z-RW@A7H}0Bl%Z{6q)c|w)4~E zdL|qd-~4p{KrQTPj%3SM*Fufn(33SuwV>cpTdG)F3li^6STcrc!KG>LOZ8watX$c6 zWLS_1rR`NAHgmOLFH5Xk6k~$y@b8vy$C%(Oe)LDO0296|Rea((!i4`;#^Cuu?)Y-+ zFE-~`u*ybq;&2)Z9Jcb3Du!6#=9pDgJjQ}Qn;jl6JYhlf?5cLFpDc*)owQBnV(hu| z!}+dkICPWL;Tq2dpGmEzMt3&!l*KM+8?s^V3E@?<3oJ2Roe1MmIVdW zsh*=OZr(hQrCi#>gl!*9$Wg$8Y>#ZAUE?f}9qQy;1U4uZPpp44#D>RH*D|z3>cFo4 z_AxKjI+zZMT{g$X;kfwM60&um_oH(#^mHAp9m-MB(WrwKn_4RkGw$~Q(Va)Q{)ko| zQZ#6*1CGNN)|>Y_j;2)ZKGC;lX53EH!DhNri~l?ucKCPfvbSNwx~?=~*N<#C z-YPiebg2$5Rw~b}zsx=VKUV}LNpPS`p|kI16bDum>+3DwSO)~N_5Z<3CeT&=_zks~ zFml@0dVrgMti8P1YgsH%?W=9>;jrN#$to&dq7HJDohKAS>cEY#VbeI*-*5N&Cw&WJ zgKGry<*n0fs5|@3r6!yW#P0p`eoQu~#ZO)k^<~4b!7iCS+;Ki9Y~-uS+&s08PbQtK zSAp;)v%WQKVAyp`CUEPs7n{6rayJvk&)ufyCNiP0DmG{xH@;}TzN(fNOz=NsrXR|! z*V(V<8J~-p@NQkFgGT@pev?JR#elk$w~j;kn|(ZJP29Ucn$3e9v#ml5Z}Xrs-a@0`2oL6jm@6%M zK!CQ4SGlJ&0UgRm1rM{iu;%sjNyjQK-2RaLz~c@ViWU~sw>EOYE$-vaFH>BIH_Qu* zaUftwTrq#_J^>|`E{e<>1gu(Rv_19+0o{Tx4}&-a)EVECJlaKo%D$JG_M-$Ws$aoS zlHx(f@*O{|H}b&H-PG)yJ`b+8-04YjBH$|46m+iR0yic^V&qQ+M8$8~HRmxKlKL*V z$vCqhUq`u9L6-$n=U)#FXtE*pHe~X#oZ+WnL!P4;d&jiTZ z2QB@jz=wZh-$Uo>3ZQn$$)7_3Lhv~JmEK#)gAK=YAOTFjsU_(*2(i3IxGT7+x>7n2Ea!~nJH_=UHL-V-6zD|w< zeXrkGd0KJd(W95flG^0{37bwP%kW^~AlvF3gFGM8_nur&0*;PFDV{VW;PClTzpPz6 zP_}&WNBk}i{^@zO#We7sj*-J$@5lq2=I&8+B!Ibm{_K2l0>-yhL@im!fr+o_`end{ z>BeuQ2|+2_u7bD z0=|4V)5+lR;g$BDBzhzt%;a>xiN15;;^1g-cwq%7JUf5>`RNK6UQ=h0q0R=Ip6;tY zJ2)UQcqjO*Cm(j)3v<&}y9MFjhL;Bw-iE?OV&7k>S3+x`B5RI@2s{pSI)rTz0G~D) zp_)ZNgK_tbGVucFl6I&0e#!uDsE7M_SS|#X#ioo67eVVb#lGaWGUzP$9LSgDgIY&c zoQmx&xLjB#ed4GHT4Wr%(!TM*E!|E-nXH%QZ!_2Ud-LJ+!xO$*j|89@*Rmu*O9&ez zyGwc$`4GmKSCZe#f~3x)m&}IaIN5j?45&t-X#0LxP&3kh6{tT(@{la-@SZWLCNYF7bH_GmuD*yp#Hw%d<9uY zED~q#phFViz8)-Sten+?fZNU2}ar$lvqZqmrssd0;Yo`?W13uQiEH83n!s zjAWbJl#=x@G*o!3imao_Z8^cN-w8OiI8LWalLtkfLx0`+2r%9DJ;bG-fDE1Om+S`! zFc~P@yY~kH!DHXj=@-cQKHSq9A4JAm6dl~QmDIsphFLj8!0g8Qule3Q5X@-!uW20* zUeDiXam1Gg-(8lo?9T8YH=Gm6-oOL**Ylf8$Ubiz8hp%Pf&l&QXTF~z2zW4=d20S2 z0tN#;OjiCSV4z2o|7Mze{vtFXGm!vEmq59~6auz^x%gVLFX?X`OAA&d!0@~Mw#OA* za4vL#lR_?NSIJ5EM{?ngY+P|>A{Ue{Pfwk4>$H@x<63mXg*J5{2Z+0dXjw86oq0uEQJKa}-j zgYrJJmgs&qI9M#c**?k!uYmwX+eK`6>>T$rtB?iROY}G^x#i$`W8Zn-ymDBpr0?dK zR|aPO4yiY~%3xsebv=8{awz}#U!Tfw83dh}ACszG4iB2U{**?PK^(_4a>Tq0PG{D7 zUeYav42v(tve6|V2yZ0zwG>0jLPw484aLyQJ>Wm@WHH#rbWB!BmB2-waVz3sA zvM|_G3{pBrX4cFuhV{>0YRk=J!dAJ%O3OYm;O)j=E$OnhiS z&Cw5(t)&6y;yu%{WIA}K|2iy8q(l7Z9qnhU=uq8T-qK-6hjZOT$HPb(WNzp0e{4vD z<-czyh9*)$N!|F(9X|@}k+{3zoplj(JX>SodaDS`MpxPIm8HO?rVDPSl~e zoC160dD}oDte~y)_6@dY#&CWjcCKO%`^m>_h6Lx>M|F#qgz~rK1sdI2XnErfK zp)6Mjxy>odpR;a)^_r_aE)_Q+N+_<{0ebcM*k9IyrE;+V+UDO(tyZYR?;0%z(06bF~r%(!ru3uI2uvG*}WOIV6m{1{2v! z%;PvImYFee?{=i3yxDUdoyd2AVYejS$lad-5+ zkO(DFd->5@62W}~Pbf8=3Oj4^rm_}i!PJVX+W$&(fqp4%!s%``et(@@bGJ4NcB*B(8}rVB)+u3=$(jtvpYJ$(pH3QheRPyLaQYf_)z*D5?@0mb z(hdFjs;Mx%Jie&+aw_P;yJV$>*P&!*7_arxHK2c!w|~=c6?SLR2A1Ex0`1&qNiLsb zKz$*PEl!CA13U2_VwG_)XsgAp<6Hq5>-3z{3$8-8PH$dNT_SAtY5tk}Gy$@o$j_2} z7YiE?%pIvqiH9bGgt0w63Ggi`d-&}HiRy(L2kykf_Vrtm1OLW?SB?M6hF?+8;NYnA z?O+7#K7Qfue+dy_tE`v3Kqd-y$1ZO(OpSsfan|!|NfB^7VqxQz3zvbr{*yo>J{SfU z8ozoL9ROlymMJ}>xxxJkLp{MsAFx&3NDZS0!u|0NGnyX-!urK_lYw1<(6IA}xSHiz zh?uM98615Ywzt)L-q&`3h{i{vT!kGNp=*|3!*xQj{L@L2?((RbouHxZ=LYQ|LqnlG zZlHSeLg-trCx{u0w_UyL0%A1keT!%V5Sy^p-qK)$Mf=-0%DcR^_ormw`*cC?A{-@xW*{lPCWZDYcdkU zc5)Pd)1uIJ{pIZ9h8WZp?Fmh}6OUn!yx$+ACE`YXuI!gxDL7tp^L*N9DvpPbq>o=o z#e7jkQuB-yOxotcsIIt*^tOqNl&q_m-)@v8x_lK?h5g;0lw`E>Yx6h&sd)T`&Ftv% z>&Ob`NVvXE$7N|t$IoVEqIDMWXMtuW+Wye^FC!}*ce-jX`0bX4tT@G(b+j}*^k8h2 zuTeT`wrq4hR+o-mJ~7TGBs0-!GTP|ui|X!4m6-Dh1OyXt1Sig+)^?zVXY_SUQr6X$vd1NvzJtdmHBsKB_Lj zmB*y*F0*f<(#y|3O{hg^YI5w(e>*7H8rIm}PAfuYjDMJhYY|!>3?8wIy@{(0E~L;U ziqO2mOxoR|2pb#=RtgL$=+$=7JmxP26^1l|=MGSDPSQbfpH>?7H!1{`yrARu>pb&` zb#(04ytvgTlZNY)H(Q%W(eVD`?a^sZX~=vV?da7_!(p2VTZ$7MUs%$fhG;SH_$l7B z>@x`AYBAP6anm}gQ;dp_>kRIlVd9~=(YL!LnMl7C;6F0Sz!z4Y zdhI)ycE|8R#X`( zWZYWVL@mWxt#=#@mzLt^&9Bt?-6c3ld0z5#PAS&Z{wG^mT8ed>l#^!$mSMHSR0w*M zSnl1w;SOCY|MIc;wW<{-rE*9Wq`Wug=1x%=GSp zW)}W+{?AvMV550s0zLS61-|n7J?N6m!RlLjQ--}9Z2b5&$ykGf`&JEh$_p#dVO%*; zOOb<4l=Ei~{H;LS?HaP-S2+m9e%f2qxR}i(o-fMa;*8YVg?htWEWT?!*KR+7Ly3ct z@d*TaN!V9OSrC}7>po5S$;EF6{6>U*Tx?O%%vrRMKsa0^CZym{S6FDa}QbC9}PSsc!4hYbSNL?`0C%{=KljpWjh$UNXHRY{@SQ=lsv_Dgb{xg$T zwvP(2(`M(qe;~s75&x-wAw>9t<2b0y+CEU`M-}0j zgWRhdPm0h$+-u(_9T6TmpR066QG`m#`d*h6L@51taNfUtA{5lC987Q%VaB?6T5p~R zTLi`78Q(;>v3zqDk1ayge^M%)dqgPFow#rRUm>b~4Ytsz5u%((dFo4?5WQX+CLAO2 zUbg*$d2Au(uPD5-={}j~C)Im1N&XEFzdJp27NNtvawV7D9;i z2{5eXu*T7+0(4nt;+H>Dh)w=c{kqyh)Ykm7>wSv=+ofjDr38`tx#6!z#sZvKQ9vK- z8f z^O0q$&b4gdW6_EJSFgYDF;ES58~E_?$HvgC9iwDjEs=R|^n!e`Ygy zXhZuad+7s#GK(QOol9U%Ky#WRiM1c+e_QyTz)la}*E7U;7wp6(?u$=@I%#h<{u*9OyDEeY(%tC?jp!9~vUq9YRwM&rkMj54xH%+tfJhaNJk6>ZTSmAW77z-OFucUYW zE5~&-$82je22y<#<2+4DY};7Oo!OG%R(Eg>iKYRv(pOqboo4 zj3kGRcmG&+r$)2!WJu(<=y(?PCTTM*+sg5y!?MEbymAy7)Qr?`D95HdkEUkpmE+3( zEe^mg#}(xPi;c+nm4EecqERTB&rz8bxHNN+oT^as9%Cqkvkst6YW9Q{E-1+|2mL-47(BlmCObdxtQodgXwaU@j zdN(V@kz5~W_w!_IDgKCecdTnI!Oc&8I|V0{;5>i7V56fY*jF!*UQc4~I-zOsrxLXA z>ZbSWm7;@H>!eX!DXN`&wqPw8cfR6JeN1aHHp$#vblRmDSNp3?OKvE}aTlex-6Wp9 zbXIf4v0_Y;2%$U>6=O!_Pl1GN397mAWhTECqt3gK<(Ka>QO0%f_@x>KntcyD6SVaY&dk(%!z@?KK@uU@xoITLk!#=IK-&K2Q7`tYeVt<#0WzOG!54+Pa#zJCtMHLMvZqppcx@h>T@Kd$E zCmoZzcH|pW)A6l?@s4}j82Gp9cx9#s9hu_yOif&A7&@pVZWd2P^-1e}w3$>~vbtCM zZ8HV^rxqXC_m+a!6sG6xo2KAS$|;r`i;B}jl`4IQXejem^@86A8vZ#N)TXzZhMtvO zxHOo2&;B1$XDz8HzSzU@p+6O+c}6v*IaK`cdhye>J85{W@X4~y8XE32-@D76%!loj z`@+tYfvq&ZV*+^w&fe|2T+fJ(4e%g!QbV;`uK(j)qSZ8gG`y&~TM| z$J}Ca|4PG`hkhKUW6lGW^d&8H+}5qUU}7c%_rI3AChI^)`vg(#iV_;O&AoSY#cwL6 zb5~yZwug#LCD#x?Ybt(R@crWmi3Z*cHH$*17_vesvb=$c#+&E&{8~jr8?*ZX1D9#Y zTPrmpO+HsX^XN)Y0R@lCkCYTHps~ z@%~LzoF}_=lf8(FD;0FY=5C>3VdSIDbCPH{^MGCcs#Yo{Y?2jK>rnCFWUI2%YYL7Y zDP8QMi1&5Ja267bF^S<}#E zylS^qJ{83day~?#q2koU>?=n}JuPP2EN;uB;`IqA@>Zashvw*5blaY1_}`}r&y zj!xh3eQ=nDUH{y=4JGLK`D?i8bPOFoeh%z;??}hdkmUNQ{WPR+{t>Zel8U9>xe1kl zR4kx4+m8iM(M#XGd_U>`sntireesY>0}t%|m#$yJ%=atP7v6qv2a8n`Ipq zG>m8tHIgzV^Z0lnFDIRX;fvnuJ9ib~H)%Sr|4R|RzW&|gS7#CSPVYVCH;;lzwjEEe zZ=qnbkSkW%MZv}c3HCe>DmL8=J+@Lv!JO4Trc$#gSkOHD;?U(HERpKTw+t)7LFLfQ z7k`UzbMqgC?W-tA|1K^$tAv8V`_H&r z?YHT;zxH@!uRa}*NLs0HpGC(o8^=47(=>D*mR4H5ijKXvznZqt>G2@4 zHQGAP!1G-?8+e6G)OcBAdOn|tGf#?@=GBsYNcTjsxFQ4PuLWJ5PN$=I{DIGN)99$Z zvnEhwAp=u-NB++7U|{~u*@2WV42--Zl{n(cL?@3~jZ~>(wEFk;wTREe4~-^`qE-gp zKjD9Ip9BMc^ZE%gYtp#)~a^%)Gj z``P)D0-J$-961$*a5}2aFg`ZWKtr|YUhU;pYZ)JnmcI%Icw^MMwQ=BXa(P zC>br+IzdP2kGA)}T%}|6BMaa7P2~Cw8=8Lc8R+ORB;D!4M3+LBr(+yaC(CoOS4o~* z1r2S52kE#xxSh#5Ku6mh&3RR}bTnJi=g{zqj;qSQYE-Rc;Bd*G3gvnRUfwSMO#A{9 zt4H;sRZvwF_lBj=rez|BOm519YuHV+!p zaW35LoO6ec>rdWW#d2q0+s2FgUd&^nhq?_l`ziysy=IQBZKLCi*)4l_I@6K1M(|F1 zEg2_)u46iMOo&+ZHG$;YS>cnA@|TWT5gp!b7s+#-=C65g&BV%$jEsspCKk$m%Ez5d zd{tLFgOSNV(d;4Reb*Vd>eyDLImrxk)gAb?crFvKyqY1e8_UF}!((?^bc*q~r`y>l zQ^jbWI&-cjtpp!!uJ0QAMcy|S?A|-Qq8KM$MjW|V#Kh0#X)Ocim>B=dQhVH=iCIR8 zi?8Q0ajdyHJJGZlZLFF!X7(0iyTfLmKdB|CDe9dOyrmQ^G{vlSlS?oFZLdC0F2+tu z?^e5HCcgP>D_bkg#I>bXwLeH+9k+kVm>yx`{{R30|Nj(Mc|6o_7fq#XMI~(_YYU>3 zWGf{^D5XURNrg%ZSz-*vp4~9a82ipFLW+Y#X(dY~L@FVvgr6nv_x}5xi)KESiA!19^A+GB#Vcmm zzW^J`lP^A)$w%MX(_Yz(eB4p{!&9M~4_>{evl)^37`-=KH`tkvJ&JO3Ww#69sN{Tf z`|3hyy)Us}wxkHJ2F9lkwiIFFCqG+nvA1h97*BR}3QyG*;e%E2^wOFlJmP278OKWQ~3Bt#`$+ z=#eUw^(ld+q-*LfuM%jQzSXoYD29HEb@JB5#Sr;zC+UeSL=NR&GyoN8K( zmcMRu+nyFfVs`xsKc^C;pW5MiT&NVxmJfYRL8bT_b-#k%TY{!MkCv%@C9skf*suM$ z7#{E4g(EAAk?-Q;;jK~v_b7V(;OP?RJ+am^oGw9m%VBfAhEn)$ul9VxEklUhr|L!f z${=u=Zp;Lb}EUj8&!Bx!5S#NVpVQ50)SOY*UJDJ9<{SmlF5Wk45;I zm0|u_zF_ti7Ir@ATf$ zRLfv^=*#(Ed}Wv*Rd`e`E5q%00p2}xG=kI84Gfu7e5&^G0ERb(T5nRcPIHyfIXO7la_Y#hBIBggWHvKTf;*flt&z$tmWn4&f)GOgX3&$6x89_{FDue$!t@RVCEVy$!FV2jMvYu*Gd8(PXP_fZap$NsZWvg2SfynAS2jtx6^ok`gt zHvCpxhHDWUdcuLb9SD3nQQrnO{>R2ymZfcw0SD99BOiDaa3F5}B*AuygAez#={4~j zEYuGfKUU_z55YF-f7o~`;ia$hn}~ipx}^!6n#T;u-3lCh&!d}B%n3d%8~+qCIas>t zh~D3|T)1?;j$-`a;3PvLN8N*iPX8tUxev1;<|wE7vV;w?{AbfFB7gr@tY<`iW5Z^{ z!8@|j94Oz?YrW)3jEa{C(i>3pQRP zWe6XQVIz0_bo!wzHUw@oPi<;ppr*p7X&ysmUEnate*|VnQps>eQaonXfD39fdivb z>C-um9FX-Md2Vaw;P)=M_n$SmP@L4LTp7Z}P?xd4iV+u&RB8qPe&Jw!rkpwT5eGTj z$LfC&I@xH&w0}@V=x_bzkBPio_;)o!? zrhB;UI~NcB`{!GEi;Lz@E{_-Xad9l+#yw{lE?6PzLTl8xXcXiWv(H|0i2mYLZ#l_9d?2gm?_n-(XP+*7IMLki{pW< zQtL~(aE<4tTqJmrbtAuqeB(ep***RpQI~IjjbHfHaIlhBPuk}*2h4{?LMu0O@lMe2 z*Cr<}9@ix4__c5$zV^~HrFG@d&^PJd`;&`(jMYghUR<=K9O3=GoeLYGJ4cNPJ@1+N zNjDVbqT+;7>vB^rKD<-VRZit1^QGxU=^-xe9Ggh$+fxqHZ^t7q2b3dJeY+cHnv2u- zpB%iI#Kp(4^9cb4T#UO1eaIyAyoR~zwzVJ^r0ywWwg49Anm%KmpnQ_66JpAfk z8W#rA2Q7aQI_>H92xuer!Ee*yj%#vU_#V7&Z_~+v_tsZ7PiTY>9VxuxNFnxr_>?dd!okx;REGotXR@F5;GK33d`dSb>8#{p z`p-*On>_>`$-+yv`CO=lWD4;U_*NgV&$~+CQ`|R3Nha`xwykSldW7)zwdw7egue|i z8j4=25dQl1RxPg!;fEKDb2NzeUerjwQYU<&xVW!Sh42ZBVg8+(DIDlY)SMC;A^h;+ z*TN*C{|W7jTb*>0jW@z|$x@q${ueDP|B0WCYMs>L&w^|uEwPi|BgIDN$Y^<;HPNs7 zde+sY5I*cFxSA@>#&TXu*W6kblz%ik?YhoF+vRXg*Ig_`^Vl98`hQr^=rqutt?areYG6%U?G2|EqaqY3zXNr zRs!TQL~7kwxKLRN%Z0nngO^H?G*H&KR=X4}7QaNsMoJ(sG!*1aTpR0V1=kbr)xA=C zvq7K?vni4{C9KOJG5X{i^BQrEnhTB*v?#&gGO5-7?iWKlHB`z`tQf;;&*)2j6`>Cm zcDxfsFzxQR>>yc;-0_;Lv#G_H_>}QMyQvtaHfr)8*O$P2tH8D6vqe~>B6H$PcOl$& zUOT%xtPp|OtgsxRLa1o->CWsagp~5dZ;w?AQITgkq)}Q3FZDt7pc6&VJg@_QX_b9h6fVTb*1!vU){6OvVjJ|xlKQ(b^dRGA&>kNWU5OH(+ zz|Vb_1xUU&zvt{i0mMDeUo+WO2xW(b=Vl!R$UL%XXjxc3!YOx-xAf=XtGUFcjEi}Y zuas3UR?ov7y^!Bq?ef6T4g8&TArCkEyH;)F&4)sQguxwBKJq3wO%iei;E^|+%y^TJ z(D)q3JH(v9b<>5#`&^vYGDC&KNsR-o81QC;CtE6Njr>JA~%VpU(T(8pA(47ToaWVf` z%WNFF=y>#bP&QVI_w5>6k^{D|&Y0G@9MBANj{UGC)?dOnK5`)&a`s}GOEj`jo}Rth zK0XuF>t7ut4`pH_pL|U8rcCH%vd%deWx~LM?wFZHJad%0OK(boP>M|v(D(_}NN#;r_jyKntt`w1p8PbwbI znq|VIn{zWNCj&2n*%!u5GvWNlyrIq`14;Rjd>v1j;7xtlb8#aRLfe|uy+5QwWO=z< zQfE36ip%SxM433Lsm)lPz{LBkkz^H}45*tF&9r~ZKzn9I&t1(-gpc>D+Nx*Zm38{% zO?#N=%2M5sA&?H%lRMQKECzlTEC0Av%)ryQ8E#CKIlR*HrrBI}B(Z_}WiIQ&NEDGfU;OuWsc(xBB}Rc7KvN5dm64%3T)pKj*u z58W9UPTf3OD@I3@`*i%>3#r&?I?_L1OoP1K-Wi>l6wG#9cQ((VAz72@T#!M-K!LHS z@oXw=%O>8{XHzc|6DaAn2L|Ge{}awQjw&U>ulkaj91Gxr?&1&#=j2w zPSw~%L|oh%Epj9tr|PtS^DV?e$TZz)rDH7icFP_`Qw%7Y8O=x9V{kgZP2pU0EWQ{& z7WN&D#o)i>dl&WNkiUIR=v%!wh}u0}YsH90T7h!Q3*~!wGodf`LogD|x)pJ9OCu4- z?_?FniiDaQ!-LXz578Ed_9{W6>6+iU=4kksW&25(Rm_+?|U(@8S8<1~KU)F?gxG=6h3K zEI1~!ra=)`p9@gaT(>A z_s7#}JSfTXf#D_HH}~Yc5h<_t-gT`v9-Ue6jC1pWc!}S2-3SsMz5T&nY#E4Z?nV2z zaukFHjPPyJ2*pGt|K-4Q!5D6zl9=ZYfZ?xH6PC0;f^OKS{uJ~_o$lX~AS(6s zR7bc!Hcs+ecNhiYH$98~VJ!uV)@YE9GJ=q{ST;)f1{v=rYKs@^kdXi29#Ve!VQJX2 zk*sz<7!5x-^K>s6k&SB>Wf=uQ;D~DoL_-jhWXYNA2}AFhlitHQk?1|pf8Mby1TMlF znTy^ALH0v-ihdy(K&ul6jy^G%YPnZQG`*9RQvM~Un$7+TZ^!+gyR=q>+hA$d_Zc;t#>I>WK zP^nGVeWA{ub2;RYKdMSD#cL9EYj6GBQ2QYeVr;trMnJj0?cSUKkUkD*9#-?kl@_0- z;OickIA`B16mSd4J=8HPGY_m!y3(Q{?u9#t6CReIx(oSupU8_j+0GnIVC~-1_q5Zxa4V zKI0D?Cc))*<0q-5flxFVP#5S_C-QH-5Gx?!BhT)GDJkBV`&4m9@ycC{ z?^yiLF*pEiM*c%uJU1ioHiT}xxjA*^HmoH4I+dk7 zQ5E=}8kO&hS4$gQ4ORyrw0I%KGlK#?4R)weLpbKv9p0&OBn)*Oj03(U!Pp_=yuX*w z{}!9qY#x*jW`qi{rSpmphyroF%0vRILu1mh~ z3__J!)>xrjFfo@5pP*}npw6l9pyje~w7D0oR#Xl_rt+tjUW*|3RZ!W33@nKZM#{7Z3jHk5B#w8kb!NKun(fxsZnc`<3XUrP0AyX&K%ZI!?jBTOn%> z!DH_2(erALeX-57lI{Az3!^sU2Cde2P{(z6e>%Yz<$BrcjjjB_=x_d{;7f*OKsauWd6zDoYQjJKEzIjhk>o5szf&nfRO%iNx{@QrpJK^V_$sucb z0zr9YMlvQ*VE%WR)38ApI(<5?8pwpeql;vAjvWk}2ThC8!w4Q3bqXuZ&2 zC@@O;^>BI-g_sX@1rzmx!5kH&z8VjPt#QSQ<}?aUdGDA#z#{(hOxdo&JpxuXJnd8T zXpCnxJXn!LL~E-DLysd-yG+4SKr0MPiBrn&UxXm3xBrm3H3e}|+E#NlA<%iaOJbE| z7+43p?^^DOfcG^@=6h-+Y(7vvJ~4^{?XmoSTC_-fIQ+uI|9%K4BOZ1GzJb`$Qa3b7 z^Z}uZ#pe}>KJZ~h`A}mD329DyV|KI2VC~$KE7%-_(5J7SnG$`fx-vl-gP}0ZIap!- zJQS;IE>XY!3PJK2(?@Z&A)p;s7pnIQ!NlS6VC&;ySd=m8IV&Ck(fJe6^7JTdS=pF> z$|(j)Z`Zl}B+poqIX{u~?|ex_rSU1|`}R&sPY=pnY(- z@~%w`Na8C+&I`oikQ~|5{&F1B9IdooJ&uRKGfjS1$wWlH{B~%fB@qUZX#R6Kf#~Co zwqKUSTn#w6IWH4|Bi$F z$ZToYbUdsYY5yD;L>$((z8W42L(i7BQ>y zdFRUXjz&VK>1#ppSWL*)&4hWyp>x%r(2Be9NE0$rXmE{#V}GG9nc%T}{F1gzNes;S zCxZ<0W1t_kSJpQx1|biY?{b=o!KqrxK9jjvSQO@t53}MCzT485#~~4`e^)KvWSaI|3Cq*A(i9r02tHA5@nua4WCF`~%Lt?ZU0S<6=c#B(b2c~om4p}O3UQtB zNqAFuXnf1PBz!utaAwn|Bxw96`PTar6)#RnF|7BcK|#v zH)eTIQM-P?VEQE$D$E#-9+_kaZ+DdB+@iwQh;?^hMIy3EHRJU~@d(O@?d{2nM?P0u zAZj)qicM2WMe_*==G`}?`!5kY6eHzKPEj#vH9G6Okc_WOcy6Vb(?AmTS^V5E1y|0x zYduX&##n~^3d6lroV}zhNG2x{^W=&IRYfY!@ii`=@}pwg^S-k$TdDY2^D=5pTQWQj z&ibltqrpE))8+WxR0O~BYiRPILGSDF$W0qk@YFO%;$k%wtyH1e^a})T?aaA{=Luc~ zTSF>KsrbDyblT=@GJ1uR6Ki==&@j7Yar_w?j3&#xjuxlF?)HOAPG&R&G5H2f87cU| z%w9f8;H=2C^v;M$#@cy#9^3F_Xt%^yP$(%7|1py2vV#U{;uh7#~%l7SUX`3?C{WH9k@c;(Bmuj!yZ zuv((7$v}O@_mUGDbPPvRmhIl3h9ZhpaMoZNcxAdgoQT-d-=(%DnvP!W!tav%8E~9_ z^(qRb(1uSPcJOqE6G@b025#q`)KEXAAEg8XRO_ z{jq7GVbkBu*YqUPFdLm-8M=v%(#{Rzhp*A0xo6Jc=c80Ol*)VVsieW9eJA`Qp(N0i*8rQscm zs>TyfLy5RkVYWIASs}Ya&3aQHL3%-RQK5n6^KTE8z)O0{C-2aiioyA;R|Rj=ASiS8 z?s<6zzO)CPY?Dog@fC{Cf30*p4@r`^tdI%;RZd}MPYQ+$+r^wBsaX5idtq5z65N^t z%$MsX!Dh$M-m57|NHWp6u5^ToN93T}i+@sKR5+D5q?dvX_A8s_4yNF6#8;6g15^av z@93%fNJX)l+R>ADsqo)An{la`io?=(Y%Ww2^LXm_=ahmJu=S_2_K(s~%-zQG^IaP5 zKC+K~-$;j^Oror!H61^{*x%wFOT&|pO39x(Y1pDx>v^*$75vYgq;B}7p-+@`C1(pA zVQ;EmI9zAIRw!kq^W}8NNOs+MP3X(Sdhv_5OPJW85*YCITsoGn7_O~9&A?&}=jFZT z4EzrO0RR6KS9v^?-y4;!k}Xk`eMxDhmE@IZky26F5|U7|?>l1*DZ805W8cQUugRf} zlx!)aQmI5=X``g+H^0B0&*#3+`?=4(_nh-Q=WCcyL0*0aey-5p-*PMypL=I`YBDq7 zc!91ol92_md}D{ixh$|BbmvutWP@fuw7sq=6V80S2M>EOLC$8KvWQGa$(0i(feCb+ zIhiqHqDRA_$(V}knKbZO<+SG-(Lty(|QjtL;xK#citm1<}P z-fOOFf3!IRTPN$=4vwbdyM@q-0ChULm9!>I$y7wKB(;Jjp{Kkgb8+dqd!^0cI( z{K~cubyifwmQSe^v1n*7cm5!OO$`X@%7%+?VRZJUX;!R+HdF0wm*yW}RzirOI z163`HL`x6oR@#N`ft!Ohc5q(64`z5gKt zeqof`O}n#Dwf%t5kVY1AMwW_dL}lXLcFMzy2qrc*9W?y7kqPIohMsGK7`T6@Vd-OK zCZxIL_n+}&VCuI}BUO=!MwNlS@E#^YN6Pb;`DcK6czG~aAQKebbo%{M#&{rm09nVK{r_hc^wU|5emSNz-7)eeufIYc!m&**PWeLPv4v3c{&9 z9b?u)NA}*Lql&~Ide)W>=^~%|@|HB%IEaRIo~1$4@aZ4oG!0V}y`)NGI-;kw-uKMW zvAXB+82bnVM-N_%<}+YotCmttmTm@OzgWnVwK?mKQ)kBCaB$w!ai4y(~D&mCLo zm>xe>B+kL@OINDnSU(-qb20DUJW0o7^p?tcdColwn0~+Mo`DG;cT&1b25cy(e=5$z zt+n?DGesFlZX^3{Y)r@LK_}ya^BlZIRz7y&;5ofO@9&l}20VGp)lyjuEOv^GelTX@ zaX4#Prx6pomfG=a|KQY_iXPRk>EKdGnA4=vVX-i3J^7KtuXRxZYxmOd*;#GX?wvHW zUb$SZra?!R{0H{CNILT4r7kQCrGwkA@2Ty2Cb&ym{`=m|;ngPTrJwIH@Xh?hteg`A zj*|kp)13NxT$fg}tr$45pm~FJjuVw8Pya1qVzrgXj|ab)*nUevPWD?SzIm8Lz2@-C zFO*;Wu5Ko>wtqW5nash_E9x5Rdj@D+NU4HmgW?LLn2IwGY*q%4Q3D9;BNeBWj){wkk#3xO zdLMu4gzU{U)D1>^}`ft+!=e-4L9Dga$(R{s>du1mLyPbPxCP9UEgOZn*Jr!pQPP|xHM#aH@Q-}Gi zXs~z7A}y5BaM~!DAidz6GidD}yPK(4Uo2j2 z@?R?SWKQ~CGEBq4;t;{@f6|~4JNTQ|go>1w>~E)jry?q|UEv-x1#6RLA1UZ0<4Rh( z`RR8_=yvJZ=khuU|7s?)tzIO-d51uTqDBg|ukGbgiB83jk8z}wQI7tVt{;EP(fx|4 z;?9a&>o7@y4;_ijpG-+$7~FYD+4L)~~UwX-I|TA6GTi&e=lH8!}d;1sVY+{D&5S#2~(xXQtwC<%qXjJ^PR9FhW z)IFw7zfZ!G8?5S_tOPvW^ULb8$W44b_%K#0_Bt9b?07a<8iUWjw==e(?Z0)J<(Xctq!mZVv}u zj72A{K2we!ja`4XtqB|_LrBFt<=6%?LXL6iR4I}%c}J#Uq>qfD6S{RS6BJ10#0#fQ zQ6TNwbZV?H2KW5Oy95rBv03r^OxWfKPQLrRdvq{(8Qxx7eEnhOq!W>@<_Et)mlgN4 z{g8k7Qiyz|KSWRXGAWb6pyUKA<_d=+EI06~+1+p~@)`ZHKOYKx!r8CW-VeGlI?pNd zuITEb_?Vw_24&q!p7-VUkd$gR^Ukq{sDZNWxP~+O3SY@hw7TN)-{>;sWnR#2I$cS& z@rKnzmgd0-4@`2qt}9?)#D={>W0r!puyN90469pVd|Y$@q2IAzjN%r`XU{vY7Z~9Q@2jw_TQ!%y&f)t8B%LKYZazgR$ z(M}K88@tP%Smg!rNjHJI&3-U-QRvFk4?@?6ujL}+VG!sCHH;Yv-e1O#=;IM^Y&+Yi z*%5}5LP{dqdcl}ztz%U`3WRj)`4HY)fsm)!(4Le8LSK8o@JwKLg#oOd`P^mS%B5@E)Y7k0Xa;q$|(xXTqmSVrMn%w6jXn+Zz^ ztrl-c=U$cxZ}*0LID4`Fo;NnIuld$(^2MUzmT)igK*Y6~n5l<_Lc09;wml_55bu55 zMC0`ZB}46v%!Dia81V}|%FdvrZ{2%w`(;!)>}vOZ;)Kt2qul;;Zpfai9@9GG1J?J# zJ8kwM7|)2j+O#DS#v^B(8ib?J_;g)IEJ>!uG9?);Z2nFfnGW7K+bg*NxqKc zH=?hLA5qXkzH_FxhK$6g{GIn`Bp96L{{Aw7gw5-gCPqv}LA3F~TH3*AunhNAi!a7N zKFBc2vnCGP1Z^!oG~R?=p6?pjs+-uaS4vsUh=UW?!rU&E7|aV+DzgQn5uj7KdEAtY zixGxrS${cv@%h5wnj_79!E#JL#li9R+8->*;EeWZ1kr{r=Gy z8Kps<-rp{8`1d`)z1ocg$#ScfwWc9xby@Tg;Pu01)%6Qqs-EzQIdQU6j)TjN81RI- zA!YpWulxG$5N}T8o4D!;{Y!>n3u<2I`ra^8lza^dBhTlq8CgT#=oYiv%K+o)4mT`G z2Z-6c=AvZFvqaSgW1X8@&4@n#)21soT_9#f{Bx}5%n99!AJPktO$Zw;V?#&Tql9Sw zA-+#rEQ#3zE#{=7&cyclN=XA9f5J_xvx%({LhSscF_}^oPS^{aPitC;AmYw^cr)fr zBJ4kx{?PM^Ab4*X+^${|K|Fo8_Ajqv7(o-dWK1dvChYB>Jt6OkBw7VZgcLuK3EuKW z(`O%Ih*rkg0-=p@gk-8u`!cWVL|L+&oUdUFF?qTF3YU5`5m)Y2nzJv0kgu4OpRNxk zX1^0GQ+=ZSk$0Eyc@0$Eh^<+XVvgZCF@qF6XXyVJFw2Pa z0O`kZ0mi)m*wdeSjxPYmJ#uK`k{gEWPtSB6 zcLPgz(a@gmj_kbs;dy#qSWIk=Cb9e>DZ1*N<(CjdSatm(FO7i3-cOVtU36s@ep|3YKQw0Jo0W&YQMD6qUGoq+RB$BvOD-B5FT_8d%Ei@_dE+f2d1!JLYY~pl z19wF3{(5#E+R~=3>ty94qvV0T_e?&#ghbh@jRk0ZH50twz5u+H9j~h<^I@No`1hiI zKE#fXPsDu9LxcK{FTcI>aKX0yGO>`0!pF?xYQJ;wK|5tt>rqY}F2o*b_dE>GzVyry z%ZJ~u)AjFT^FbbV@O~+rk8{tSQEQy?ptrY0hyTA^ympUu61tO%CofbAhtqQLP43~I zy|;7mLwwp|aAzL0GZ&L&{^mjK?ID+a_wwO1{Nty4Yyl29_TLgC7hpzUy{N;o0%(nz zeXHc`<4p07|3uD*z|4G^c4R(2KMnP?_??fM{!Q2|TL4SZ=WVB23*h(c8#_(C5a)Iu z4V|1T#AfLWF@d>-@S~jW^;0QCSAv6m>#qWo)bCJ~`B8we&;zXUHH9#CDA?C=o%8*f zS>>E+5op~SO!a$3;J4bvx?#hDpvwf`lD{nM)Eya)SYUybsUg-K#=?Mfb>G~pA`Db? z`8>2Q!fMHh45nQX{8yX}G_NW`r&i2Q*54wO-M?d_=E3>z!JWE8LdAINamymNuo#}C zusq4mVpLa7u24)X#_d1rOH%EMu|E7;Xl!6H(tP1CHeQUI^J1Ff(j|C!C;UrjehIGh z+OwGfr5Lhjcaa&j5c=P&;%j4ngtYvTh?gUgU- z5xl#BS%#O|k7b4h$}t1=gA4xUV87}(l_OdK`>VP;8j31Vp6Te}`lteY2B8H*ft*Nd zI@7>c0n&06uLBL`P`Q*<6LX^+Wfg1@%bIfh<-g2-L%9M;ahmFBX%%?4u{JepStUmH zIrO@jRzkavb;r@kNz5#*m*}I8zDpr`bQQ@pAHBw46^cs>Je)EkEX5D)A<_dpPYy zCH4&1Ynbk-0xkE!j&osEc%L0R)cK+cO^c@uSU#P0fZ*SQ)@Pfu`< zxYi<#RdM8Ze=Wr7O}Clft3{OT%-!|*wOBHFqsoz53&9Z0-dokRNOE)ybb4EhD_XJr z5!!W7*m+6b%fAj50(@Ssy>&2=cG8$$TaQgAd^eS?uZOOvMeSjUdMFI|w7p+ekNng} zy(LQZa8QhS*Rri1{#R?Bt+1`f_JGql(h>F0irCyU^PnD?omXFvinBALGkAeRpxpS@SaXaeFg}XBK@VnON_j9%mm6nf1Y#!7> zDp(?RLuDPb!uF7-X?4is579|Zsl%{G#~0(AI`kEViKLg+;q&1;+if)K;MQWdTk38t zNY>WJN?mHfKX=KtU$qw9m(u%8SJ%R##3pL?YYpyyilJz5*6Wz1!3KM4(V$VRy^E9o zno)J)+5K9C5Bg-XYif~YJtlT8s22I3PArt4t3^$)tcQ_EEnM}u&sdGrK+pWUj(&a( z_I(O#ttqTQ!}t}h=d>EoHwEeL&Z@zh*#5y^MK$mo*?es{s0MB~*qe^Y)L?(tpnXqS zHFh(fS2Jy^AtUMF>&07*wp-(3Q9RXXGE+8EdsPL)!9%xgIq|0pd6oV*4i0}`bMyXL zh1tH~*VaPS*!d;aRK1Xc$N7-y`?{Pcp>$|%b0u7lG*3>iuEd>jDeHF63Z!n=QTTn~< zUr%1o@5w5~1-WgPbQMaWUns&8|DXhBof%zQ)vG*Sia zZ(DKt#o?(9snmQ_9XS_UTat%YQB!XYUC4un;HOWYKj$J&w<4(OaV~7S|2Pgsabn8~ z)w;x7MD$qN*Jp8Jv{!Zt7pLE?UU8(ogVPspt6VV>$VFP5J;k3Z2U&IMVgUx(kmw#C z;;PBQLZdCcygw5<$9FEJk7t7TDIDHFvxJNlO-Wufw-f40K=EEJzxqQ7z`6aV5B z_J7LFfV27_Rre1Q>*IeHEHh!EO10DLxiJ$1>@~;Vd}Ttqr2Q`IKn7M$4e{qNPjzNsE~w*&b3h&i6m^w zI_zn^JQ>0K2CC}Ai6|1=6+Ax|j~$9$);B2E(f&#Q(S6|}BSXvq!h82o*9UBj@9f~oFi{ggvd*nQ$%wbK>?i(ZV!<>DrqBjzzA)6UKN>QLC`z_z*M@DWN<^05xXqX@PKC;1= zjBeTk9>%&z9G8E2eF?`epZnWquB;dUvw7cx=cIjbGF8zjV51LyaL=B60fo9N_L4@x+X>>HFq~o(OvOZ_~nRZ~XY|PTeWvk83IX zq}z7_@uQV65^E1d6{XwHx8F<<&M>CjRSlB z`ht>NEXP;y*{a^=`1iv+QCsRLI2!!hh{rSKU_WKLQW4Y!)0EYnM5tWMys7paTF zTC=4}^;J>uVC5{GuZ+ToM!( z@Lj0i4dZN&o`dERJud^_a*%?oA?>-1Yj zJixlYzvrZfCmK92vo;=Z$9Rt1Az`v3Bv-8V?SE>8uuJM(dEqKV7~cupEzu&lB4yn~ zQg#yAOP#AE4D|>upG+0G+p+`~bEfdf(%lH#v&R0Z<0e8>>d0X|HCrP49qVOmvkT$X z;B3II@+9<=uK(#;fu)#1BglP<3ky0}EptTLL=&LLb6HAfSx z)#ewk?1~|1<3;AP!_h=ja*yIc5}DY3R^b7E1c@loR$4YR7*0qw?h?288AOC>DcE02 z2_W`^G$V`OE`2-?n=k7`+V zgzh?Lw=!)jLVn{_DHC@Sg6pI{*KYf-ZEpUOH zx}iJ>3#QY8iwj|}cx(Kr`D+ABS;ITGPLiNoAfUdcF9IZWC6mnhFkEyw<29Ha2Hwrz zSnH$1;HNv?A=D9$q>TTfBxWN(m9exozek3V#LCx}TVs%UYmj|rM;v&U)yD@8+<;fl ze|>EG8&Hv&%v+>#^z#nmcd%<5TwKh^hI%(3zN_2JWO)KE1TW#aER%?PZ6h*MJCnd} z+hR9fkc`gKTcOF)sR&EnxT}6H1+5u_?7Q1i;PzW0a+h-ov}-B`4xdSZ>PFKmRzxa1 zv=j!n45wmq^8JYCQdDsL?8V;YG@QKGCw9$9lh^g>7~(zk+E$+idE>Y)S1J_~ zm&u1WB~sC{d7sse>r{L&pFQ(-6AjBy|`ll;V{K{9G2kM|D^M?5B<)4$Mh zV)9-bZ(=&EPWHSFI?TUoEq4}#FKX)SOU#1ZZ4-++k!;w-3%kEA%7%XIIrXuG z9PA!W`ml0iF0@m&EbFG{a{PI_aFkvy#81xLxG$ayUhd0%KBAntgx9-mrBE);(O%IC zG;-0tspa;Yuv{b@dJ-gDlneWn|H6`G^1x!ObiZ{l51ONb>%TQ~=9|6s0sn|R{0{&C z|NjhEcRZDC7%oL6qmU>HX(^+mA$qA~lTk*JGD3s~8YH{yJvun&yzj9N$Fb6oOQoW$ z%7>CwDh*Lch5F84_wV;S@3@}pzV7?E?p24wcK?0EL}cy(EAAR52775vubwlI)YJ9u z_Z0>NlwZc5I?RAp`dlq~5Cad2YQ0WQGBDv?y2e_DiJOE$d3FjDCVblFOOlz8YzmQe z9_2k}xPo87gaJXH{*-ok1`bPKz3-Gy$8ko_?b8$;ZVJa0E->kkD5liL8|iq@VC99m zGvN47?v~{OCdS3jkIz~&VJdD?aDFZmDT=4{PXA?K_?~9|^=StF1eQ9z`^Ag-YnJip zGx0rHJZ`Z!6YQoE)3n7T`a0jA$5j$K(mw;6uaMvj=?~QKlc@V6SU9c8gd+c+R}sSu ztPIIbJW$6#Ly~^7MJ)q5GFlqUw+y_VdS-LTj*0DBTef#iF=2gYufR|m33oN^hY{)& z2Cf{dYr9QCPGrIM4<|{?oa+&-;qj=XO<(ZnArsApC5kWaGoclzVDT1Ah_jsI#_us< z=H{v>Kg7hwYw-?-f+REt+t+%9kXTb4;pm@F;-Plu>+ty`zHZa#ajRgWbDhD?O-@V< z1@@dOBg&^plm{x+ZW$o4 z^nvX~|6URu4*#`^#*lcWYuOs#O=8u2Q@Qj=64Kq(q3PiyTwb)zTzElZQOw5*_g^IT zrfe@gx{AVatyHn4sT4-`Zw*~?ih@#P)*RVqB%+U$oQonX?9gJMxQn>r*~81f za-vlKMkcxk%t8**nYdgvEVSRB$5S7BA^jx-lG?sHUA7EZR2~)yQej}T$I9JSn;Brv z?RwLM^&21OFrrNVanSjFS5Xz2N4X%f$6 zWU78kkkHOc@M&1W(^JI+rLIBZL(lQe0>vaGJu+zlZ6q$YwJBckqOe{dKk)5sil=~) zk{EXiJ-6TXUwT49LGeH9=jTa8Wle?(@%|IC((>AB1)gp<)P!!8BQgFpX45oJZ*pgb z4}~tKU>~cn=f&f=hSw?7GyA4xVdCOmw-+uy%DLt^Xqdv@i%BmxgD9qoNjqPR2f$c^e4`O z+gNyBr*?(HWkJO(?{N4y3++j?xGp9Oi;K^_+%}H|&fkG74`&L*h@I|^ zFC^BH!*A0ckgzf<5$L&3;)(7?{;6SJ-HRH(m0d#NRb1e6b|i(NV#<89ltQMmWxJ3l z1z*#@)O-UHg*wJtYm3AAxwncyy%sk&^w6>b(8U zq>xSMY7%@M``%XbbP>7TMY=wS*9Rw;zATMl;JZrC*tuN{gs67Z%>78m#6)fpH`efb}Cm4W>%f<6jJ{4S!j+~gKpg~Q< z`@U!4+^Rd)MguIo$r&j~iebU_xV3FiI18D2+Gl@W;^iYgG+}=|Z@n^AU5GCqQ=8Q_ zR1)%0Q6%v6v{V7K8MRwAz7#;R^YF%HrwXC&vg-)bs1P2JU&W=m3ea5oDE{f{LYShe z>RWUnl(w$SUih^T@qG1fex(;7q{k*=Si2ZYYu)&|RoGAr_j{xe#m0)pjmlw$Y#c}+ zj()XgBV?1wHWgnsDvh+IJFl^^?a|+Uf9VpuFWxPV(h^jzj`!N*Rf;%WLq( zJ;voI7mZsfp~XgADDmIbFj3^<&8hcC~i(X7w3lB zXDuqY5S|>hncvApWb*Gc)&ICKFaDLdEryGaJ}(Yh%5Y&YBuN&Ilp*)S#9$_~3@^-{ zM-hxNWZFJI`zEgp4?>r_sSKB4#P)?iGd~wiemf+uF6UxZqxG)erd)`Yult}T$wm90 z=ar8#%HUPmxTK|*$CF=Tk&ibA{_(rluh8cp>GG64ZMqa{6Stn--Os_7(2-4_+&RdT z)jSv#$H6~I-`jlM9B3c=l+w!MsoY^IeISK{izD~-bq7l^p5pA`xTO?2`X}Afib_yp z+VgOoVhI+j59S+xVZ&@7t4+F+jpcHu`V%j*A)BbN2zWi+5+IDN|dN>=` zbed+4{w~JNEPK;by<*&o8v8d^RRr3enAIclMNmEO?D#FV5Yzi~Zk$ahgc~Dl$T6u9 zm;Z3wuk{xq*(P<6Po)T=nj0+-+Y~{eQ!MGvr$Rj2;bG{%wGb7bLxO693NRZ!aYAxD zAJeB!rgV7aLqs-PS5YhaU8QN zS&-@JTKv0@f@{)+UJAd!w;~FMP{(UK#wr4`xO3Bm2go(%TrE8LS z_av=Kwr%zj6Gxi&iJjy1g@XLXOcyp2bvh?q{wrqSVQ+VYUI86Don<{x;vaDxmImmTYUy^$u2W(FAq*qD~l6NGwjBm;X!*k;R<(&)eWu1A# zOLGwarRulz(rj%0Md`jJGvRq3~DBk#QN=Jg=;AfJn#TqN+8Pqp9equF|?OmIC&=hNS<#rr^%U z>+L^=Q$SNUjSzXC0yptSBa4h~r$WYT(IurtX*k{Ny-D6K z4Qsj9Bl`}f!{OnzO^*5*NF@jzOXGCBRTMoiI-QEg>8;!CZBy`lbImeAhh(r_C#F@8 zCBadv>%HlMWc)T9OgSse_)XU1yMO+S26{&X!(;m zlZ24gFS6c+iI`e3+iPQ<0M3gwQ>J z*4%y&hFG71EcNDKL~XRw4wbox>Bq_{vkT5)xtO_Lo!ME)1bfzQZ1=*g=RfB2alNs# z`>*@hkUNAX#Wyc^^g#U#S9kduA7qc)gtqYe!QtDBE8L4Nu(kIwsu#B6-IrPm3i=4t zzYZ8vE80keNDhtNcilvUl-LgaI-pF1^qf_n&XPubOZAap&)o>&yJ~MIZUZgLKJ%Xr zZfIBMZxRW0MmyitFG zuub~-EBD1w;+%lG$BHNyVq2GFsiMnCqE_|k73nJ{iGxL1ySO(_62o+U51&3qV&RtN z;>vV8B7`UpxZ|cm$UWV4FK?3?F%aa7HC7dSB9w?ZU-s#_$!WuB@FV|^HUn%hi);81YXO%h z$5eCTo$#ulT!`+Edj<`Hd7lFiy7S2kx6^09 zoqfq~l;(xRr{b4KYdx?eW=KQL=QtFKrDQ%gxZy!iM!U-~4}2r!g6w~vLcp_Un^fnX z!PQeo9c4|=;!_&+`HWcr9yPn4AcoE(YxLbR@lbFi^lv+S6C+<+inu!4y}%{N0vpWpk?HvlYIF&d|y`7 z=+v8GPV%DYH>pa5PGD9uf3iI>BXqK$6-d9y)$=1##iKgi9{Umv zw=&%dm3)aMx+W?cw|EitG7d_^X?_H~_Hsbq;R}QpU8TFN;|d`lPh8v>8%hYpACuHh z2`3~K&z`yaFM`;)zNEiLDw1%inK68t6hQ=zYN@HMiXixi3$gC};l!}TO#N562;w4R zxpqix6d`46yOsVXhOjOSU%Qo^;$LzvkqG@Ay!42460yx=7hOgsiFj;Rb$NJE zA~B?98I*J)f!OwSYcV4_mRNFfPT5G+HDZaQX6yOyF@*0c#&V^wIHF{I%H!~=I6_8t zov^V^9AR>6uFc!iF$8x>(1TIe>%<2K=ERnc2;#bx#MVl$Fv6sbofT~oLX53fKaf;; ziKs0Wf9mllh$tM-iW|9ig(wzoyJx;KgjjLs@!l!35MnqpxnNoR6~f?Nr|Vb7C1T9Z zZ#SQTKk;jkwHWcmmq>J7a=A|GBoU~#y#8603t?-ech;xClbC;t)2L$POMKNmAm;4n zOX$Q)2%k+kMYso9>~>!4L5$`3>iyj7K+p}hjwQ}FAata6*=MKhgVS!R`B8{9+Vei9 z+%_~t$U()xc}EE%M9gvC@zchHPOX-|u`;hd4K7{(J7hx4;bSrm!IQUJ{bC-w@N^bSd+1ulV zuXj(pnhNkih{ubfzSaJC`$3Mft-pwnnDpmL{UP|4w(7;-p-}Wh9KMmD8VdLB$)C%% zgu-fO>XuAF7z#i6%Rb79#0uLJvCTf$@$;MF?~c|O9OiZ?cQ1~GQ(Q{2kW?H>WvpM+ zuS|qa`S)Mb!ik_)thrVt8V`vlmpa^R;~=|Rn3ZE3ht0h{k-LaEtmqvvH5Q>Y`w&&yB`#B6t(V293DpWk!Fqw{_RqvOL5gB0J zbB}aX$%IP4ho?f`S(uYQY~W{;4SuR@Q>;-oj6ymE4{K+mA;R%ml3F(OK1eNn-Rqpt|gbOq{F1Q$7D3yb3)&AMGg}Km=Y?ycE zS1#y{^0WnWbCJ^~FZ+s}g9V`@@#_3J$Xvwl+FeEir_1E<1e=DcF#-K0g*0&gnOl;R zG&KIGR(SS42TLPf&UpQoi`NW=FfG+w=t@s%Hb>_`Ci-lQ_*)tT%f7#!>7~K>Q;7lV z6%D%^?g$Py<{fkj{XE)Xn!5w-|6$ovHd#$>8}en)l#81|C@2QhR7TpIWJ1Rhw#xzCWiPW^fzWO5V_N*BZ>D3+`lMvSI2}><_J*qOW#ILdqw@3t29zRY&lbfq5dDjO zCRU39DTi!1`3H3DkSOT+nL&qJOuX^0G&-E-FSi%1rNiiAFkjyw9b&!wt(R>W*kh6x zV%N;T(`OIZ2JTFRZlFE*!^5u`C@wzwfdNf5qc8gg8DPrYxUpm&6BmVRolfz5elRRg zXQuId{TtffA^{S$3%tts0!gf1Y!~!nCxvL=P$yLf3Vp4U9@1MVT=YD?^>__$Ua$Rj zX?z|9TF1>ZXL<9!T|TSD{~w94Cy5agiWGWG7qTxJQ8;c?zyD($g)MhVG^Ny8KuUF# z=UWPYGS>d4Cs8moEZ((4nga3tQm7tp{(ohR28>7E%968D~u-14QM>fPn6Da685kz)MY6beG?wcBJ@ zQZS`0x;+0o37VSXy2fP`f;$}6eLPM<)A^+6pHd1dTmAF>$wMiM<_If-fxP`p>Xxv$7S+^9CPnd#y&I z?e)qvuBs%?26I}Plu5Wf=%0PdB;nX8aZ!DY#J23TI%jR(IlWruF?LfRHI7cbxj|z3 z*!ThSH6#F4K&ronz6jL~{ANO2{iD&h5S}iKrz=ftm{^?WchTh#6WOf4wm+FnC?|^v zmlGsHoQfWPjwMkn<2--iYZ5+k#((&D{Kie+3XLCTB0aAEqqz?gEh+N~w&^j^^L)?r zK2KhqJS;l6tB;8TJqZ&+7kK%hOiPkADbNq;h%W7*pj;X5YTQoYO3%HJcov1l>y^5m zTTu{h{J?s$k%B-^I?Z=I1?$g^9n~fjB(nY<^vXdnSXY{xeJe}=1f1Yn{ z4~cI&m-FVmB2i6`?XO=;;cM^7(m)Ow?UI59g+mPRIA$C>m5)!j2#ON0y@rP|8)Pf_U&7%r&_?&Q0%lsnf4pUTf zcoFhiSME+#E=J_-zVaePHcS?2_DPhmaaU@U$~#Lo_Io+q4V^9qx5eAj@_R8>W!YA4 zA1+3QWyY)9o7mvI5ls)i%LcK3=1Zk<2_83Ttn*u6ik<^r*P41u(I)@0RQO*h#-sjw z)WGGfpG-YvtX&GnXK}c_|+&gK&n2=F`S9{56tZX}^h!+Su1*DS}pOP2;Ee9Ix9 z#qTM;t{kTidNSYjaAC#`wA8)HMblPMb5+D}}z`k7CU@cn)sm$lw zpYmdw!S7|C_Ha-JHzAMdDn8I(XO zqN;vVCmS@=*3E`xY|PmkzLJV&Vq^ zIl~rFEP=62%V(_vYy{PQJ98<%82$EtMOtTyV3FWPE<9C)*X3)(1pXBwY;}vAE`JeH z{;XOSvbYEZ%f7s`a4f={GjtZywFusK^Ud{Bi*ShloPmHq5hU##T2}Dt1M3S`@4r-l z?nUH@$KUgDmhMgGugOP2;#y-7n|zEtriE|##lr0Sj;UCYeEi!gU-N8jKECmNRDB|u zk4h1;4HfV&Zv1k^JF)1`^XAz1zw2 zH-qAv+~4XlU^VC~>9djnNz?Kfnk)lr-z9zMHeleFMdQ5XW(-hg1VfV!@q9o;j!1AO z9k(Puzl!zD!&2MFkMi_$;oGxxMe+I^y!wyR&^t{-zVOiIn`$)ZRd2fzU`K;pf;G)z zZ4R7cES>N0d}8q~;fC$IX;|e#bMV}fjm^n553~I<(f9MayyVdglyICM482c>+XA_? zi!0M1_hhZ}O8s`!v5en$f8yhlz~c_tumo|fKZb^@$T9mF!~5>VkQc~yr<#Fv}{ z5@)g#u}w_VkQzzA@ZygJ(g))pC@3BB%l;ay>-%%I&x^)Xhsi5WQ6xmaSKpc)kHWL! z++N|dXn4|JFEmn(LG$-j`?a6M!HIct_N+=GF3Wayca!PSAw$V8*AcYf+t&jAI*esQbh_eEblOv)NPZ z`2CSE*t59eAQb_rlM}Pq_MtG+GF&dVEEwNS+Wsu@yo8rSjxoZw0%6w2_FrKW0IT-E z3l)X|SXH*uYFknuE_7{++7xyf?^$Z+lir2EZok;imYxu-O_sgdUlfEJgEv2S?h8a< zd$PcaK7Uj%{ZOG5cpiMItGc#%oJZ6)cVowLfBX*s0RR6KS9d&>{}(S*2$dD0P(}-> z6yI`eLWNMNBwI$f$llw<-Os)DN|KNUT1Qcotwly!NQIP=O27O2>v?^i=kv$=Ip;mj znKUS8vlq^z>8%5~YF{JpW{%@dg^w|4<8a$Df)X{->Cj1!M>z)e;2rPhK@xO!Q|<>N_ixbcyK&Gg^1_;O_bQ*|AG9QWA0 zoz~`twY@vrvdc{{mcB`w&zTpE6xZZG7P5nW^OBV-W=_MBE3)mDjn2TBvP!)p>;&%j zE$cGYJHhD9zQXs$#!y?Ts=V~aZZsSH_Maie82hV-`W1YvK>Xn3C5cyVaExW5#9r+O z*W3D^>{lXzXmW*osR{|M=f(7RZ6Se9&2F6w+ezTpu*@bt$RDcW$OI$Q8#Y~@A2rhU z1CvAhfldU$$lw9FB#CfXe_6UkXLmF>X)X>X&|*Nd`Rn5cTcV+SUp=4VhG-~L-uL0P zMFgbV?eBTx9}0CSz2<9s6u4MlFBQ;_hxvmCVk#yQ;eE|ppL1C$5LD>a=_#8EQ}sfc zhkkO;R>8O5^`*dUbmynzi^<^rRpedx_GD=5z1%i9lnPQzzM)Q2GAuYsq%9Z728T%g zR=*Wdc-{+@uImd{Y-&nYf{sz7!(jZJ@KXRbQU=7^e z%)^d?4EWx6{%47DHk9Ze5WcrafwOsA#V1zNAW?ICYG@-JE@&AEJsYCK)MDxPmLxie zzWt;7R*eqN)0lx9HqyZGag^-}DJocW$qN^FP{6Z$tJH75Y^d^j78d-N0u6lV8lpvm zCCTh3Uk}is>Syr%_zF6RZSC!HucAY_F4|et(xLvnRbI+*I&65>hhE^cC|u&=TQdQOVpKUpyoxcm)yPxV#MP4^NH= z1;K`P8KDy-$m*|&pqd1N+M`Uhzr!SmWL95NQ3{2Sm*ujTOhe)G&wb=4&Y>_8aYJbL zonWY?6(k)KBf%?=MP9mTxlv43_Z zaa}>6)2q@nsT~5Tvy#DiJYf)Bz9;p&P#7p4X4djZgn@b4l%n>j5NIf$Nbe{nf$I0& znWFsX;JaSYs#BAG@HtLkI{I@cj5Wr++)@z(CgSZH*W=UXnmJQ5=2awwtW~rTTp|2sjsP{M48ZuX%5rdHR_Sdm|ar=XNpRpry{?zHkOu{EiJEgcuN1JhtrQ zY9_>|zApUylm&MP@|z1KZ15BnKNum%fs@!XaVLTUM*B~83GCy5VA!2KDZCt@y@-;1 zx19su*E)|>o#MbNjr`zsuDQUbd~Ns_kPqg*rT<;^DS%3)nO&++3ZYc!@3#c^B6zft zV`-RP1cCOwH`EgfA$|7QX}QA%aHo6&XcQ)`OA^?QYfnPo9J z$UPrFl2;5OOJ<9CzZOGIYlawUT?w!}#!V)@NSWpGzM~ifbql*~juk=toyG4X z-h~i8&wrD8E+14k@n1QWoCi&3)+`j>%ZI6|?eQa93b@}N*`I%s56MNRllL6Yhw$O; zBO4?0;LpcD@={v4z#p*cyXP1OYB&O+@jKaY;$OLLeHH=pJU$XTYuVu7JEO0=mIHTI z<i3UvXe#%vfgkQcl?x}=H*R&Ed9Zu6x9 zf9MS}DNP!r&EAr?HRj&?Pfv5ulIuGwUWkXB%7BJvCq-u0r*d^z*(o`b3~v>5;$O$4 z!ZYhB{8gID%_E-j5BF2ST}(qda4;3b$=m8~3?)N__sU;^r73VgvL%6Mc?u-|h%c%v zO@Ou}VHf4OSQu30fB&^H4zx|~@m=kT1JeoT?5FSI;DvYk(mlW8!134V2nEMDs8uTA zw|0wy@PmyK!fQf7xk+U3+r2=@86Io)R`rJ&{kiNh=O7RdtM~_nq3}n(=I+h=q41;H zNqFum6AOP6{8IOLU)l+*M5FT<8CloZX};*&JRXI$9FG} zJ`X|bJt20ZE@4&ao9C-&E`sKJo4Sr{#}+7iw3uUsGhcuMyrUA zFPTLVNJ&+n{zr+x%KOgWJ>w#9>TfA?W^FWv#2nJC>2{4gQ2ry^CLsiNFUk0V#j<8dS0k;`w$V2xk4_TE(XbH9(2~;=~x=d zMP-kE^&+FfA@R}S&*?b%+s-wIl!md}3D0GR(lBmLUd3H44Yz+mHe34a<|8XSBBid5X|qAw_| zOhLXJgZrk66jbH^<|%g}6GP3<8Ajx1Vwe6!m+x<~kh#N1QZ6w;k$#T}45XZ^*PhJGx<-O-Bjck%4%9I=bDRvJ;r3;f8{a zve)lvST~63`~Rb1qFG;s!XOQwi%(8Hy1iq$v%7PB}~UF54u{41n3wM>UNjs7#$y-P0=_xPsis1 zM;BsE7#QSmCSGqZ6Swf$6rSA0!~=xDOSPtVVXfue=Ne_9T*uqJ&dQFV|&*NT15_Qw*)InsO0`xy&= zJ?OT19L~b@EyjFhBo;ba&;9szkA)nY)>B?52~1xSongK}p!COpJEz!eEDLnHZP?F2 zMUCrL>Pk8IqELFUc$kg<5!NSFnFQL57Ckni5=c`nowehzaLDwPJBi6c{@Ug$n_UF1 zzVc$=b{v8E(GeeA0@$dfeCl|%69)?&_zM#kIe0{U@sq}J4qkJNjEZg|@Y*wf%?=p? zgT(XgX&YJScRN5ws+)=Jqb9hfgNa9GYVd6v6a5X%9r@R?(DQ!h)7ljT3Lf1d98*r9 zPWTVs%OwOlHz_*BA7`PvpWrUfRZQeXvR!8*10(gn?tOfNfwk|R)~fR|QAzN425FIj z6Fp0=MFI=2DH>im7DM2v^F-y6s~mj&@802!CpcJrg?Y5bg^iM8y!@g*1pfJWN32Vd zKt=5Zd?QNWPW^GSzaj))dCQ!&<<@a-ZP4Ft3pP%K1orgnaIoI8a)>vTgL>Vrox^%; ztZcIPo1JH2J4qy{Y$*%RZ({XNR54MGFXW)`F($feRY+_pXJUkAc*K_POpJb;&=5#x zAx+>}Qko`#LVj*O>56PTW}3+RV=IA=0v#-=@0fVbt$+QY90m#uE&h4*jgFCl{_VLl zbaYzxqc-;d9fexGTL(UJ_0#w1wcuU`K8`LglT2oy&+OkSLWzkIvD-{39xTi%>N&Y6 z$Hc)ux5aiTG01a!cR^4FznU?w9VP;YjnS(o81}J>EH<*H}l#zHb{P z*K_$_E)e!C=@$b#`wuj{-orxlR$m(3$HFz+CVj|HSa|Ti|{x^kggw` znjpr)sg!o5|3p~$fkPY_cVOXwyZ3WLa{{vpRoB{TvoYxAsHDnEHr5Hr3qA;tO=k~*F})FIgY{ULxqUR&_W%=jsn`Edm}6l0gE9Y;vkaUq`O7P+&wbx4 z@xw)vg%|JL`uHoBg%QiX2loaLXuX%#q7cbK-@dW&Dy|M6^UXaw^_h-2DKBDExPI}u zOfoUdh>mZpZ%gPE(6BklzdAUVhOY0O#@Fwo<7L{t#nN;-($>waSBhj{l3h<$<~k<6 zmh!33>!ss4)mtYDlWBOa%{;AZgo*>IX-`p$%JtD_>svIb_@Zrj6Qz%eU9;<@Pi&y! zF+1|Gz7rk0O)PCSW*BHN+`n=76&KeLp^lIqCe{>g>kR8GR4FoVM|fhNCG{Lb??-#aH4s@3rvGDBMLl@|W zn7B!Ar~W4kChj;~qqK(GFTQ^^-}MP5Hb1TS=%~fQGFg424ax*I?fQN_vxUIPRi`iB zc4lMr1KI6cWC?8OaA`c9z(lXIof5uWznt6Q8C^i9BN7htx3lTkqcr}sV1kAn`9m#} zDRj)-e^V>}F#`w5+F82=S-4}p-(5UFAVyHE?NixEKbI#k#Pu_|$x9{gKCy5i+|;s; ztG^;e+Z)UNGH|-T*X8Xz1D#h zI&$mkJ4?Em$H9+hbT=O|=bN+I^^w5n>fwDd$!vr@o*h@4IT**d%Sd06i>fSxDAu1GY@&xg zwLg}FBkyh+i;8iu`A%3^rW_k%uiZJ3qC()M_{B#R8wuo>ULIt2pTM8818i{-Hrl2h zxH<5fjb@kPe7w2%R)265kK3JtX97U9HLAKU3tc={tZ52(S*$Ku}*D69GHyQCin=h}Yc`c>p$=e0sNzc;xk z(Y5MTkWMZJWQqr8(sNLj__I`Xe-1iLw`Lq2=O8;<&YY^5gI6u6qps_7(cxM=vHMmo z?y1ggtiOcLzg~xR_3DRgQ@RvD{`@_Bk$4)o zfy3pS=YgON96Y=#zf56O4jN6zcnvw`V8Yva8U4e#*kiRuM6M_oQ&eQB()YRd&vZA5 zjuJ>Ql$u2#@Zf@5UIsT$&-H!0-};-0cm3;5|NO!e?n22Y0@eK4e45!6lKO{vO$u zi^d~TzBG?Kta@r&Eiayj%Sev%XSw~JT=2cW=^z`uj>JqJJ`eErXbws}s~ZLj z0)5R=gX3;8G3JZA+PC`*v@klZxv7JWDi>dV`qxIs5W%DWsy(=K(CnwdkJlNfv+Pvz zU?~%~_jrCYrLl0SC*@LsI)TjjNx`LqENn||J6guoUHSoKJfX|=kCT-)HUt9+dHY}r zm4W7p7i=ZAGjZ#(=htRhnMl))jUM9SuDCRCRb-mL^Cx4v`nGUTBP6aPT`~uky5C&7 zypN6iS2l^N4HJ0zA+gqSfIvfsd|Txt0tp-O!_(Y3Mzm?3L*drh%yQgQeVCgYozZ7n zhFJJG=Juy4?vvEs?!P0NJBNhcg-idj@VU?6zI|p~{~z4(9C#SWh>12_af*(7hc=sL z9jD_V?F~Xbc61y&d@R@6n1NTRug6^8F;H)$UO^|0i3`rVOQf4v*i#j=#^4SM>%@uJ z@l8yePhHTp8K&c_F7F(lJ#<`tXnBr3m4=Njq37>s(r`*`nBR>%x7IbyCcIOnW8=`e zb{{DQ8hU=Vc3r_l)T&phTFpStw0xOn8x2RzNiTUwG-L|}R37P|Vw86JMhR~kR-Pz( zZq`7<7o=*@%8PWgJR@n6&f?Bb@ikv+pEEJaeWq4dgNb29?AgL}26iZI>3aO0j@hxw z-Q+JcjPy$hT+EFH7fr78R7dVf{K|3 zr7M1N@!BWQua}>oqt5jl-XU`aHf0XjE8EhMBJtAo;Yw~@8f`q3#Hm;>%eQg8ECm-$ za-CmJW}!{3l;MH*S?H5MF`x`*VSkY8if!T9*rDltFRYq^1N8RMk%Ls^ZL}FM(xu_` z#&fv|CRF^Bpw?J!myK-#!HmGlEL^xTFKl@t6aQq$@LXC+#-ap0x&Dh}tSfzS`JrJZ zh71gM`6y@Off9XYcLD{g>(x7sOVV(RZwW2DiHg)?5x%vp6r5Ps`?WfNg6b-FB9Hh| za3^=Gk@2G7>Nd%ZDK{zDGW?W(k-JZE&Ubste5c|80pA;KyXbf~vQ_T+Yc9U|Pt9j1 zs3;V6y(4^vg1YJ6w>IQb(EdyD%^SuP99|Hs>D8y;DO-!nq-+Xzz6sH4i=pC0Z%wvZ zCl$>!4J1andrQW{!2GGp+&xBW*YPG%8VgP-*I;^M}V34!$)jg7i zMte4HJ`%6UNu*%8`@yS>ASx>8E{Qtt&*e#g@a8q^s8}AUCiH)tRspqJdbv1vcKYuh zm!V*uaECB27pJvt;dz3K^8)Fn$tznbZk~Onexrnn(Wu8Pr_+#B_d6l0kcu${n+nYY zDQMXlPczHTL{+`g(|=ZGAWc>6Ps;W*tWet`_mN0Np_CkkTX`zhZnsWTxSonHnmuDr zxuqfH_u=`LQyIv&@<@HF5E)Op9jw+*PQ$`4tfCV8WQ@+OcqI2I0gq1KJHr@FZ+EzH$3~R06)gt$d&2n}BO~D|OBsOTg|#I`jHW&DnwvhvTw+H(nB%}7R>>5;LR zHDom6RG6Cald-JZqdTaSj6Gx5@}_h%QHRQuD3Q-b#@CLU7h<`5^R+aw+Catq2HEzj zx%;_;BjfDl(^*(%_+>Hh92pZ8#omZM%D^0gCb=;z9X+3`^pum*v8Y6gEaaDtOa8iu z<1+PuASYz;I2$odUVcd+}Jn}{P;!Da&aiD)UR6;YOvj3zeGI@1~{7~eX*J~uoS-#sx@@c)#Au8V=yHn?2g*4VFX(O3J$e>< zyp^>b*0>=%p)ghXzq5E*54e)iYK6B`^|Xl9O1m}hOvym-I~8!pEC zO6)y>WdGQ#`@5aczizvv@+)Vgw4U7Mxy2LfA_Y@Vd^wAKCDks?SDbM5^5VTe@9ScZ z3+u@@+XLYE(>;_C?F3pwv%L3@yMfe^j=G)c9>6=`OG*~;fC9l@ld=qVI7i9*l6TYv zD2fFZ=I5+)j)#Ix!`{RLu2HZt-7&F&77GqJu{Vz^ z#(~8H=DJ3qIFOFr-tPN17QXCA_-$$$3x$WiSyJ?4AztIx*Q~B6aCFOGD#MP0j*ULC za4-=JpY(kiMArL&w|GC=#indf`nbf~-|e`WvSG!QD;mvfbs3b$a?bNEXJT-4p2@W&_{ z0{=$xefdFw(s+eteM=fV-u;DDJWGR<53G+Rf22V}s$9m}H#Be-j{k+KG^oq_-51$L z1^c<@OB+3?aMWi=L`Z}NlAI#P%@PdwV)c0CJs&0{<^9-M{E!8a?h5i_;sh8b$?Ijh z5%4$k_T7t)1T1}dd)(=%tc%kv0URuWVex-@t}rx12pT zKjOf6rlWvhWDZogtG@Zwp965UBWiM>^hxEgj8q<&m!1?k*pUYfTU8C#zRHI!G|f+1ngzhA z`?M`_gVa$sUY!mMKL{%3Nl*!5qgbO zSQd8Yo=Kv@ffi<&?}jy5AV0NGLIGL(ms-5O^yA zKGdyF_9rJ6KxaVW#oHCLg913r@wY3tM#&C2lC;GgAJAQZ5}lJ_w1jOXD)C`uUr_75}9V7%7G_w8I~PtIlv)Tc``pF3-0`NF*x0w3Ez2~WU~%s!S`~G*G<~l z;M?ON%*Dutcc~|$EwAMOo#Z#{)2D?_lGFAMIWYveJ`3>X)2azATJ zh8!`uKb>3Bfnv%lSuT_gYHUSI-2UlMGq~jmZxR{w#1yqk(#h~^UdHHe9vP}1ym|U| zJ{>G7%7?$}ri1u)v6P2%L>Qnox`k(_fgOENVmdn&9-3@tvg)Qnq}NwD?e%HU<(vA9 zou3HvBExMDb`U|{j8U#BK?LEaX8eQwX<%k1=<(-$DyVtL_FowxK-r^frg6JdK$FEv zdf-(82>x}wrlb%Di|Xoidr!qdjnOZoOIH&>)I~Ah^>rfXwQK8^e@+B;cD^{?e~FN* z&Ny<)F%i6oY^R5V;=%U&qao&x82FmUE!A~B3dTmco#IZ1L*TyPW7!WvK#6fD$htQa z%JSAdJ|!OpKQ*4WpCE@pwwWZWE>}3nO8k(uQxAi6#j)NZ+QG27$LH&g+qYpL{BI)1 zLwDG6)>+Qvfh~;aZGMvUpCRaNxuK-3WDIqaXWnaYTn6*QCetlERxm4-sH{b^1_j@q zq{d83P-uHU{l4HVuL2-6(C>(Kt+n6hC>9tS z{G>HR)&xWA7%mD^#z+xPKX@fl8*NrtE=F-^Bk!LN(+Tp%s2N9|@G`N&-j5y9|6H7L zQR9`ti5L$gB|JD`Y~hYh8Q~u+d>v4ae$nq7FX3*WOuVWS^zjBtD8d|j)H|oW{2DgDJZ1hd z#sp(G^>;W48X}9jGMkg#bQ8-+lhp9nIt@y@SK>S>p|GvqZ9`pS?09^Afz!bbEjC1! zw`6%B%a>Pg7XsaJgEqlLKFa|!7wbBY9x_Kl<@-*qA7)s!E_utz3NtMJ;CG)sVS^&9 zm6rq->~a1qNySyr0~LiXJTH{Lg|kQI_%8Q(VJJ`HnQ~P(bk!04AZTun(jUKH(%fW& zBZ0Rj)cdW`*S|r2DZ?5E;)~vRYF|S;wq2W*zdEC+fo0ANw*y zsMrZ#SWr_x6}cg$)@lQD*b86OS<9D>`QpepXXSWCAU0h7w51`#7xe@+Z&nW8LUV&Y zmeA^3*vq!fq56#vY7%%%*&_UL#Cn2lswe?_0emZNRJ@y`74+306$eLdOYN;s#cOjdHC*0l82Vp;8c#S8x0EidTSzD2^3DZWy}Ris zEMvH+-%G~QkDZNQS2EDlw!4jeC==%rr{5UnW#GUm{}I!2GH&}(o27Y)jNGNuxd%eo{f}V`caBW6>}&x|6sl-STAg*K)Melq2KFI^GwZQe@o1(i$r1MMh8O+JCi{ z8Q80o?cBPMf!_5tQ@`mM=+3t1W3v+(UwgBuw#lVqaLfjym+B;Jxbye=(Qia-9U)wm z%pzi}+%D7BbRwP$-1tlB6A?YzM%7F^NqB;+z;7myj{5~Ps?%H6{GlQw+46>npOq>F zhh7q~izmft%%6z+WBM-t=R?G!8q8ygEkrc6uu#@4BjLGBj{t#F>9~)n?AJDwjxHU0 z1b!EgP}8FAhm#Ev&%A*xwl~s{|J8Kdcu*?t-{HvT5Ntc7Q7t=gY)KAJ-F* z;5M}NZ7l&`n}s`ET$hSf8Ka`A-%>GFtKjM>aUwqK+q7l$5fP=6!&VEE*X+#FS7z%^ z$M7poX4;=fm|WN^+kcdVtMNO;t7St8|>|GCXqU z8X3u>t`YwV73Iy&fLswY|hu7tGQM zJ6PLH!*h<7H6ulZs8QGYOjwkTiseCmSN!NWRiqm6Y&RXxPz7_}U81Am@KS59J{@VQ za(7}*(or)rA@OAd9W7iN_%^rEaqe(g$9BUa^r=@TFh3Mwi<7tebOHn8k6)H%n`f-? zMlZaO$w1NF{>C&*2IfYnp29!|R?XZcyzyh;D69VQ&9@nt{rp}DC3Ec@pGsNDdL|Y> z8U2>w%0z``c2m1*CR$u*Dv+sSqG9fm_=Nr1zJWQJwv&nL-x>~2US(p-rMZL!YbMs{ z`B=&@nD|g#-a?bk#BHVPA16*R(N5~PuIQm+OxsAPa{j`^fq~7-LcC1$jV_aQ4`pC$ z5~t^cDg!;({mlzs6=C`MBY#{gi*TyRB;#;@5z2lY+xP5U5o%s{$oKhJgrq%0&aD%L$U9b=SFJ`zJG~R84LXHb9l}>~$(V+Bx^25sE2v2Q_MGT&fQnyzb=!P< zD7aVe^SSa?3f`%{^sk&i!QoO4ssNLMo8GGPj5ScuWMzQItek@MJNjzty$W!H&SrC3 zcOHsxj!C;e$;Ebys+u2_IViChvK;;?8~J_Whi=Vhi%j?A)oM0E= zd1Rc6f-@Qr)&BrCs9<8T%ltkTQ#wr65P>YJ=REE&jRw14<KtK^nqxSinWDIP)<2PE6gj=Q!XDss*Q9a|{&@b*}l;)s@y+56d^kw$0uQAD} z9HZ#*%p(QQoY7NwzL10i86RGY-Ht2`LSJm{(&=${L)y?8MzMoUqa{l zcW$8Wp(pj4)eQnY7K)muuY>k~rjgFej<99-a^upR6WH_&1@+~7gKPfsyL(%M!Pz~u zZg?OJn!4_)+Hyw%p=08uWMvd=kC!Ri;S>dfa@ONHN>Q+7_Ih}qeIyL}t1F2theP+{ z#skc6;o#jVd~C5N8Ypa{X)i_MA(Jr1m}yA_;ZwD&gd0h~cl4L4talQ;ccjlQy-Ea4 ze}O3Lckv)ZaeA(t6bH?|`QO8}Vj=qHOm9b49Ozt}e7xgFA_#8%7f?Hw45DUa#ex6= zD9Z62CH4?t<$>xzq+BZ0U#(r$i6DT+zD(`FC<2f_+l}AiNr7!67jC}VngoCDyiYdY zmIQ@DfhmVS5+K#QuF zAy*P)E=Mfyup)tqj4tD49uexkUXxytCBn}If-|s@z)?Q>Q$QpcwibJsaV}xC!fP=a1 zpzYQisEPag@poPh@GBa);a+Q6qsM}iJIx80PC$QHve=ekQljCWh+8~9}Ii@pN9%y>h=8OX;BJzYRmpM44^=q zykAggKLt3W9puE>sNfr8xJQJ83M~)l?9PJ}V0UyI5s#uk@^D}ui#!EX9!J_aEayXm zj@(YG-+3U$(Rum# z{hKEzcb=sJ$?>`F>@F&dJd=7ImqmdolMD7AwJ6XS5qPZn1_dt3WeIOKq=LpJIC|(1 z4bHqc$0M0YgNiMD7hsYGocvc8tiI47T#|A)IE4nyXFe|F+S0)LO|4rE<75! zO9iPUj-qjMD(o;8*)QWjgX*LR_UO}vpkZ+-$L&=iOy~F{{WGIO*E5@7@k?~DaOjXN zwxGjU{ev^_*U`ZMgJdq26hc$vh2$~uLa32?pWTta_6~=Y)ibF=aMYgWw-_pfsWe@Z zjuRbBZ&H^3WYFOb^TK&UH#+Rl4E>k*r4R!6$$Y1e6oPhr*fUBr4M@#ITLo4c^fYx$ zY&D`ncgQ7&p$}BJCZcFslu85Hi!%Zp%{0gyTzEVpQV5|wzF((z7sBi@XW_Ya8t~mx ze=c}~1}#>ZGRad^xc5k@-^hUqRwq`C-_=sU?w8DH#&IePrUuen=cusFUzG68p9UNU zc{2J+XyCs!M`x^z1|72&E!)Fr5Pv=*lqf@kFa4nl&wQz1mnL{gXkm><%SrtQPEp`^ zS99o_!2*bhwXhbat?^>+0k4B871lTIh+H2<1-fINmNXX)b}-)P@8F@qCDTWl2@j}n z{UQ5DQ5z~aRP?XD+Itu9UEr@6+P=I@X%D}IRk6?+@SANE)DAJ(HF8@W_J{lY+JUH4UNCU-()sfGcRB+1N=lH>DO}aE4 z5c8%1<@$l{t~LJT%U}HUx~LFDghyP$eCWWxr(<{ZI2|}6mp|&v)8Vi5>@Lgy=)fam zG#~JR4#M+X`7#M~aO}S@6k1sXJRd|>s>&I_UEMTFF=xW53>tStH4|)V10IpTFhSLx zDqkdB41!I%e>dD`g4Xea_gVay@a^55!NPndT$44{i2YOyL2*BP5@2lv{l&XmF8`GlN{ z0p$?>nk}i>uN->ymUr#)Er$&pZ+Y+Nl!KTD>qy*q8NB(xao#1e42-xKSr+1DAX+lV zwWv`Jb51(KUi&Mc-)H`8__qp(G`wW>E}#+=0%B~l0xRL}WN7qKP$dw3SLGe{R6-iR zbb->(3Sikev@B#>0X>_(C>&<1fU=YARYA;hxOr-3-%>{fm`QY=Q;@3!m3g1ZJ4uz` z<8lG-AFKqa|F$vI71#9Ey54Wra;Un=#$VpGhO2m8ksq}T zzPcDV>0B#^(^pKmmY$Ta<8&maIboEcw%Q6+}kSa8?n0#l44mqyIV@3+j$igGD_iQ z_vH~@?otq>_m-suPFt!4L{t{TN@soT-Bl)B?&xSMFknL0=h@?XwHT1gqa_)UQUsS0i^(oO zi@=9?@6M1o19lcNqdBV?V3~96d1Va)lnJRdf9^Bj;wvwY>z5huNyUw8W*q}2st#r( zFpHq=Sf;0eei78Pl5{oC7s1euOn&Q%B3Msw)Z5|2fE=dq$Gmn1NVDp)cy};Bptq1M z+l>JWM|TGq-eADYBiV!HCm1m9JiL-uUj+IF86&T(ilA`#S#yCf17a*XIyUw&;GeLr2B)S;c9s zk06Xi#;o-L$AN45X*U(5KiO0!9Hs&F%(;H2&s1O~7FFn~QGsGma@YJD1?+d;VE-&g zf$7v*ll?LIfJ!enaE|7J!jGa0DT}#Ko1A(t9rGamiRAcvPaddtm``2H%7>8F^e)@K zd64}$wXySF9;g$Pukk#}1-@T{`lik~@FF%YlTRoc2>jZ7`mUL9G}D(kB%A@#0Uq@~ zr88moZsFc!LKgTBZ0X9%%mQzAuWZs{79@&r|Kcvm0&S*>=JV1_(A(^DxXLsG93?83 z_%4&7ec8IpbW1u6i>#0xpOE0`O0qOlCLLDTV@vhFq(eh8`_pxQ(;<>?>{KL2IwWk~ zI6NglTGP82!rqkzG3$j6aYd(slVS3_`*8wTZP4Ge=??+a3YR{0nx{fQw$bIDx>V>7 zdh$m0aVpe_X8HWxnF_@^M9=M_1Xvv7_FOof3@#qJVgi5Tfmg|7OXT_l&@);&ZhAin zVrzUZ+c&2G|7nS9-&F~a{JW<00g(XJhB>-*S_J3`PMBlHCWG*a`(qo`lEA^1xRpST z2d_7d(i#P^Fywwk01XqMqnrJr-iBmIf9kMZjDr9}*RyQj*$`mcu;7_?I|2yBbBiqV z6CgwQPpJ9+WC+l>yQfGw5m;GHY`jZ~gBb}DTNyP5W?Xo(cCL?utFz>D1nvazOw7zo zc$xrBH(wFn_a{K{tG7zJ>Isk?d^2)sXwO_4o%8j z0;xKokQ~q5>#P?Jolm8;&xOm?ABUMq*;xoV}!5sq}a?Uef+oIqu_QW|!07^i$ zzeT~ihvfUH5&;h>@`=6QLLjtqNHes_A2OoKRNINSAbCtla?dXxI6C+ERfJ|Bn9q~e zz3d1D^UrOrH#);Xht#vQJs<+k$X}S`c^?jnj95oW)o`%-?&n6<2!WmNuJ6~g3V_i= z<5!P_-UfrJ6V8`SJwgAb>u!nlx1jH616e@dAFem8`*_4B6u6DItz6m{2E8e@E$SiR zV6uGZ>JgPN2xn_jct;L}*iv5Jm#l%H9;01WrtAycCSN9&9^V4j`)%<f&h^;d8GfA|BP^$ZO zn_f8}oGelwhVxkbK&g$yZimGSoU3(zY>-0x@pek;EQVV8dGtM3LzeHc?FaWB0v32t zl%aPRMepxO;d`Tx9`9NsACRx0LSd(oYq=99M$DAfYv06WqX4JT+qcp9#OUqTlC`;; z^T7P{;oDeK=*g|Z?uqm7Lc(5szlk+`O)kHQ9w4OsMufEmi zxP_$5kfQWzFKiBZy0oFt3t!~NIRp-Pqez$T#rd3=IplGvr(w1&;8MFGzwWxkK8)^C59h6kfnoz?6F8DC|o}j5{0Ww$NOCi;V77?^_Hj~j>7Iw zBxP(vv5KGks?9qD&+st|JnTcz_n#imLA_AiEp?jc8y$v=pY{@Nu8YLLJ41(Z{G(B= zFMTmpF$!OM$ZsAm4o73LJ56TRVR%ubC1;~RC~jIbv0lpDH^`F zTo8}z)pzB)JY2&+yErx86OCuWOjTU=N29`}I*S&GXbcpJT$*Z#MqZgsn+WqUD7?4f z^<%j>6n@vzoW3prch|nZ;M1Ro8wB(+?B?R}y~tqS7WY{6@u-{O`Vxh*TfY}iYeu2y z%!m5ir3ef>>haCyVg!~3#>G#6TZ@O?ANRVpC@l6j5fLhgS&QH2u5#5_^jy$wHtJi$ z;bhl6PK?1hS9#+Q#R#OW+>;Kd48_kP%7dR%gHUhEWZB?!Aa1dc3=&We#PYG9>*qa! zaNcz}SY;vv2WU5>Pb7w7ZmHr$8;5Z0=&7HI8;(S^?S?^}rs23MHTs>!Efi<(YJ@Md z2I2nz009606qt8B)&CdAFQt%5Lc=k2;6EdN#h+~936J{LP?)?^%p zFTY=t&sHO%{|9Gx)7A*I5|#~Xkc-BYa`D9B(pXHF-=SYu6pQ9{mSUm;(Wsd2E&n1l z0$uc87?gYrM}6UE5-mkUOp48y`ISvXf$83N&corDIr#Ruf@1_~SK0QfX+)voI@5=@ z1EX=qHi6H1vl3)uX9Jx&wy^i~ZVXzm6ZX_)TPlWh0R5F6FU?+L+ zy~rRW9V_V2`xSx(@9hnLDGQ zn!bi((%z?I`GcXzpniyd@+%OZhwKonEek-dRPRFm+yK0%cG7okAP`^12GDP7gdi!A zb-BDb3>|JhB+j{`+)AHh%C!i~iB?<6Pd@ zksKS6{MQS)B$_^RE_$K2`4@kw#dth*5y~#^!X5BoiGc&?|_}XtDZRuGcGD7<* z?w<+4I)Tyb!%cz6rK_1<$?t{3xue6&U!9R`II(A=k`4An{cTOyVS^nq$(*k@IwJR@ zbAG(`&KS4*{4$};6N#M3rVuCldd>eyFNA z&z!d%9}>q}qfu;SrI)@t4h>rq#av?(@VyC@{5U2VRk(GRqt!`xfYbMfY$L5V=GO_Yq`D)F(OqAgi z>>iWL!g3uO@gH}y@WE|fwSt6CIz`2LWuKPK(NrvrH|2S3OhwJ!Z(+~1spwV_dR;=D zidJ6lg8oyX;z_OMIS&REbu}cEDW9n5Fyt5c_dE^rGVkdtPt%ZJ^mK=tCmj>sCliDw z==faaL*p+OIx1>38{J=};Zc@z9+&^na3Jgx=jCTK6qW&-Dsb zr|4MV&N=PSO2^0XlP}k9(@}SXEV1Pk9gF^HSlvuwAlKj}gB>;{*k%3mOB;VFO3ttu zd?J=&sjBgz*wPYo@Y$u>& zU+MUAXxV4xI~@sK9F@C(f!|dhIMmxS&{s!V@A(+Bo`;(I)+TAl>2u-sXCoT&Jh)jg z(#7oeBZbXo!BmvwaTmKEN<~7Adhxs>6?yiC5qFnS@x8a*$I)^sP6>#+o)e_u?8&QD zlEO6P;^)&pEJ{VL){0cyR0>|K+hyd)LcvvQ%`1CmirZ_h*}c06&2Buo_l~U)6^}NliW}wQHN{MG_d|K8 z)p+3du1&f4N6l%AbuSqW)q@fnBgm+tCuqa}f{cn4k9x04<>EmHhIQ$L1{595Q|L*FF<{yH828xMiS}+Ro6)N9kCb+#?`5 zkd9sMm+sz5Oh*mngFmh4>Bz&|f9_{bI{v!1d0NFI4eOxC)Y~luWv<3>eB6|b9j>lN z{HhaCTX;5DVOu;FsQu*FP#KGTU5{C3{9-X~Hb-R>Ee2QBl7&U7u}E=9ar%%Khv}7$ zHC8?`m=xK3W&OHHoR`cvuz4vIgN-&0>d7$wI|~g@OC5c2)?Q<)Z6(uRmkA!16uhu* zjJ^3Y-+4*KM?kpS`yNQkT5^uw!MWPJNgH@EkX>jPV!CA+NBFf(5(1! z;+zswcYG$N?ko)d5VDanyaYtugGUVgY~X9qtIO*%Z9q=?mB_t18)%UXvblZS3M_`R z)}3&^3>|OP#;X&Qf$%HIAlc~&^?Q3=L%zB!}|>*?YVJap825X z&FOgfbMrxKy>&h)2_#dxS+idwt*As&RgHC)`I;^6W6 zM1u*(IFQRzI!#PTgy50Syf3R#K$`pFDk+%+$RV#_EtC%RDFzKo73tvj+0|7kBLkd1 zuM)VzGhjw&%v!=b1Jn~)=Pmg&AhtL8>c4Fn(5t3dzR@lN*iBal9NRKMOd$OtPiGb= z=`Tfh3ueRmxtlA$J+ndNHtz#9-)vwFqkE(WWP{!Ax~s*K+2F2lKF4ie7Hr)v{pD*& zCLEFU?|UYl1#|t6TrnaW*sLz!UO$!tzBauD9Ajj#Xd5lJe3c6akGU=tO6Nh#2Hy*} zCGy};QtG)`(L6Y3m!_QBl?&wKO5ao4a^WK9lab<0xe#Ahyw7c0K5)gH4J&mnfS7%} z{apfu@ZRv#yE~#qp!_VCa?!U444kALjUdS7UY*!w7%RDQ6`LTs~cXMrfJ>lDWDr*>pY8*r9$PUA+wYh6sQeY>lh!QfQE*G(qKFl{&{L1hm*=xCCXWVfdjqPjd(a@+;M}s}A{E43Wp)LsQ$g*dob$XB1>P1|hl#}$ z1H-Q=Qpbn_%3DobpPN&lMQWbm>qvoX-?l6F`chzR-Lqm@0tI%8=`^_9ErPT*CzEx) zg}@ch9i{m)A4<9_-JD2y5M7;=(`%3qTG_219Bm3RAB(vKP192rYo0D|cdT zjugNVTg$d1O8KxHrMg$)cpi*CmMM7ikqogcyn3pcIWXC@%tf8g1{Q`DF*fp;?Iqyi(!rD z&>qFV#Xw|TeZg-P?qXn$$+FYjF}0W68Q5lr+!qT6qW;*#e7mr!K}d3--aHi>YGxi2<=zd<6jCY=IpeW8l`ZaK^6MdTM98c`Zpg{l|lQE-Kz%ca@cQ{GxTAx z9IDnEhU^xtfTZc)feyPWU?mc3gT9x;^6*`oS%-4iSAO}H&9ASC}SSHp%1IJ5NL zMI@{oB=oa9_4>LQ>Y9~J?*Wv_m;tzNV!g-_A;1nlb>esE(77*-=)8=ltJq2 z+M087rQo*l;8UVODb#U`PU|(5fY!>PM+Z6>K)zZ~C$N_RPovHqKkUQ+O66aR-PH_u zI6jlTjl_Tg-5V+2Js4nHaXKMsi4MkQ;dyI5bO>7u=d0aK2OGc7bHBW3FzV(ebNL$; zSi<+@92KX5R#VlO-Y5+O3Wb6rU(p~p?UPBG0v+_PzNt-AqJt>M5+S*s276t) zfyLIQZG*v7nB2b+S&gYcaFeL!tD(ZJ{*sx56dI_fZT=Q?iVn?zhhAwh?|sI(TI+cc z9WDkZeBQ;Jhgpt%c`Z*m6ny3p2|rB-m8^Qt#W@-TzS7Ac&(okisgcq`rGs>EciaP0 z1`wxn?N}Na!1^JOM`4-)qW8OO_kLi2#BqzPj#dU}K8=2TcLM{mDgI``;mrB+y7+l) zl?DYxt+l-|bXev%_PJ;q12XrQ7yQv+z=}nLOt}yP9-q+B>n79T*p?nb!DkxuYosMj zIx_nco0#$)WjL5Pd1?t>qieu7>;d|mu_jUscB+SNV1gxXNcGJua z%ZI5@`_?|azLg4T&CkA<-lf9DpO&)Em8dX$S@zEPMy4Mn_I41jQb7La;To!WG3*H| z|AH39aEG7i%hnXw^l*67hjt2RhFXVGJ1J1yHC?-|hXQmJQvfom zJ3ZF96#$zQu#ZXR1M%t2G{R&qyrE1G1+vL-_`1kezn|GKJY*WEawP{mS6|jkxRRlL z+%B$rm<-<2XSc9TkU>+((Md6#3{n3UqiJ7rKyFswYCA0(jIWD{Z8OP&yPhH$nj119 z*wbX$yCoeIoLTlBa>;*dY!QK-in2% z|M__P48%hADWzPt=~#%pJ+kl6S~TcdIg9XlL;^KH)Bo~YBCNSC=r1#Zfh2ZnYM)CG zd^p|B-D*Yzt1+41jM{KWl+FA3uPPGi-TqvhXov(`Up_C_?UArHEc#kyUpTx8mf7$qL)YO zUNGW-?ax@efk`}w%aBiBTAu)}lY=16l>jwFu60+snfsi){x0~fPT|GI1|cSXaRsc&FecoeAe z%~|iyih!w^eZkLIiLjcxZCLGnAk2Ww{H2&KZ34Oh{XF}H5&$VeF7cLz!61{>xFc^Z6yD1{;p7zvgM`P; z_8*FZ!SJT@{mO%Zu)bCMhi#}Yc=HecnI+u-vsaaWeTVIUvgnvyW_%f>$S0n)&s#yA zvaNq@vjfy!a~|=yWeNU{gGG-&*#MDm*W1l57Qnst*uSl{#z43iZXu(_hQzCy>m;Qw z;n&|ocPqyokTN>OjsDh1FoUfB4w<6i5x?(bh7oq4{l2c_MkvPVm^wGX#&y|2&bjTHB!C>Wl)sPGagw zcGx#T$#=MFiG;Fq(_$wrv97H1xYI#9oVwC3IwS0iUz=%*?q_bGc{lk#>osp&GP+R1 z;pvC(k1S=Ato)E+f1ep4{B41i2@o&L9APR>z@y&u)}7XxXOYVa+m$u`n%Q) z3G3Z2KS-8Cwe1b=D1HnqE_8qXbNUPr*yNPB&L0Oti~PyG@@n{%{KP2W$3+yA&--1z%=1=P{Noan`0)k{V-)Bm#ei*e?sz=BpEQIcJL=E#_kT z0^G1%_$zzcVP7QN4&|k-1mk;}>y%)BI4UY@ti_)W$JLRt$#uh_I9mzc#Ajhh&M@89 zYZ8Vg3-5Yw?heQ8eZGW6o=9YuzG~?p6odYo3l9{O+>*xq)Ci+vF?k0F-;cTY3?WwG6p7N%jT;SmPM2rl zZVqefmDDUOnrNO7vd>1(-~PO;(`3~#}FJmIUu^>rF)GVzWAn=da<7A8IV zU1I8=g$3Uwtv=>v;deWp#UVl_cD=UNd;2^Mt-jRz^s152g0roQ{Yx??O}6k!EGD8{ z#-{OO!3k)%;f-(T;RKW!o4-0f5sx0VuB=wV31~67ERr9Wh~}1&zjC?~@%~L3jyl94 zVO%1qQ6mOVM5oOEor^$r^P-!5gG4M3kZbvm8j4f@Wao0f24kGr+lldAfk-G-=^5G< zghWHm*KJb4Xf_x&zu74S;|yqHd|m#icBW#{Kivc6TGpN3Y;TQXJG%0t-7g^VGxhyZ zLk%R%k_&(LNCBaw!gRD#0f-%UH_GY(5Db%yB@cf)Nq9CXq%pV`2r~7pKjOZf^q62R zrSh1Ai{1&L*F_#+ICHyS*F!0fF$Ud`g~9f6g(=sJP!Kqr zIp}dW1cHybA5e@5gZWJo%UnaD!2b9b>n^cSF!iz)U&xGrEc+3)tGzK$s7%P&&l?ZJ z5so&T4v8?qpf*Kz(v&_Gw@3SiTA&btTRml zJ;4z!wxCo{UWnB+HA({snW*XWC)2@fgCm`GAOp<%hR0YvGQjz(^|*aQ25__*`d`w| z0E49aDVa(c5YwIg;CFvIG%Q$r+kGVi9A2ot2qR@d*^^^EEM7TaT6JsRks2}>^562C z`;-ew9&i2|ev%8CCoTTlxGfLz6(@dnGx=}9@6_$gWHJc-=`?74LF$rGggBAO1`ba?$jX{_Ns z4Q8GQx8egDwEesPP(Fwb0`#%{Z!72^b$xx6DH{Xq_H$1O9A&@@C2`43iVPrqbJ9Mv zi2+|~t8*8ayx?knHEM;Gsp}ax__T@!E(AxH9updbsdKiMveSX%R8A028y!qk1->6Y z%>Z$MyFHzQ3`h_Pe_c1kfbIAH4zx1!rqQI6_lYrJ(7`cuA)gMKle=OC1n8iBwRc3J zlLmSTKd;m}(ZHOliSE1TFj_e@MJ#7>+tjV-bJcV>`kE*=T}Owm_NAGkcskf|tsQvH zL5CcTJma(k8Z>FQr-s*4!T009!u1VQh*b0#nOC5~$)2$*EBB~SG2}3Ja*hfg^oL4c zou+{h_mf!NGc>rgxhPw)lL{RoD}riF?oip&rtL6Hg`}OnX`f4}Agx!i_&1jZZtM5* zmoWM5(fG>%<3r5;Y(7OAXL5RNU?0^|packOeU@z!C7`Tus^7PQ0qc0}FDRrlc~tRd z-AU$o*5CSU&z%`?maA(`Jh%j2C~})s1ed}$!J=P2o6BJ1`$cE2#xkJ0{25exT?Wzl zq*zsE{3O~s-(XY*UTVgS)61oBv0`E6uxlxdmN4cETS`DB@sMuU*-|)CbCS3%sT3BM z)i)pTE`|0U_U*nKN6hUBsgQ}Aa#efdP z^yC}2sZ37f5sh4Bae1$+Q|8aHg^sM;Oq6 z#$z55}8Tl370?hbNtK!_W0zq z1^H|sO#gOz#-9b-sy83rrkeqmrGt(H`=&vNe$K4+XAFa$s`fj3_r0+txtl=TeUa+%ThqdaTEOpfdn@1mbDDnNpSn$(%D12B)GUPqVt_m z3Orcd%l;!F3Bbf5Eio=0+-Mc4201Y>d*)Hk6SF8VY(CZR-4F%y8p3B=wnl@U|A&>A zyP`m7q&H)rKN38<|9iYSJRG#S4S6o)hk?vlazA|}5M0htth4WULu3DO^H{+fFk7P} z$)fEGjUvwuIDGPlK4tNtb*BR1sFk<+mkWVV$J%eV*&z^u2lp5(91VcD^HYD-1AO3r z00030{}h*bJe1!T$EQRpi3r&e5sDC!5WY4}YW8WFujAizrq)3vGx>F>i zvW1XT5*7I-5vt$({yMMcyzcYdd(OSj{k%Uas|wp)V*_E)#%?~0>k2e?=}l~tb_0=N zUBLi5KZw1xb+vnIFsv?Ab*763Lvgsf$hcB4@LemdOZgiJ^1dco$3*=B7a=EgFpR=^kIty(sD38a$r^DYuyVbpub@O7Ij zV5SoVnpjT2DkSO_Y%vFyf~MTvbw+?yAGaZsv4~c*{^`K<1yrB?$@fQ`1;QRM`tOC7 z4#MD@tICgPBV5N3Y0cSV2(#9`8dP--(U#15ohVi)u$BH&*wY=+Vm^qdF8iU#9m8!# z*bp?krL*j+PzVw+vy3{{7=*MU$)~LggOEtMs>|1qAY^=|^g%^&Fq+jXwy0DNN2BPJ zRDneVq8%y02Y-o1TKC0*!;RvQsn6k+bUz%*kg^~uB_trNA)#g5`&hK9W7$#a7lXKK zP+a+*7=$;B{_d$4kEZhPu6G|zM3t9DTeu%2qX`+SX$iqJWccmrF^k|#BoaP&g~*YE ziud}L?(oP%rpmW}9XyhU)cwpF0#$NRpltbvpGvvNl+f=Yot}$^{wYhzXyl>Nqpt`t zq&zeluipRtTRvKQPbP`=;1TQf$7rXQ1<0jHv`=Vz5t<@4>L)uDA>0?qL+c}jh}J{> z#r?bhMFv>TXJ;28?%d2+xzR$@_;mc@>n%m7SCI7mlzS1v2FS?yW)`E4CWjHP&m~CY zqNS?9)>71Wxgp$0tqg_!sCCEml_KLKho>%mCn8o#$|*@E5$VKYTz}dUQOBYdr?E8= z308)1U$Z2l18s}ctrv)B!gKlh8CN2@Rdd4kOgItE9ymFCkBf+kwI5VI;v*m_fAXJA zn~G7+1LbO!om9 z593knpXtloLIp_t^!?B`eRyQ&ERs?DJQs~lN84HoW})WX7T$=;bTrzwE)q4DitL!O zt!>iDNK1AvHn%egjg~d%5CoD@+Z^tl;#d+QO`Q99;B_)u?T`zVnn^@jdbhosQsYpy zR7r_JTol4HQ}e>bLs156s+svU5KTq%@0<*vh7hI zS`<1qa;U`vVVgJY7yIuV!pzK{9pl~&*gqS1IS~_>dV*K|!DkOr14jgIS~vjB4@<$P zUILoVzmD0P&ft=1`+5Rn2Z2yix&w0sFxca}5*&h|%|>g|-75+l``7qM>hTa9ltJ3F zDG@ANvregSCxc1WvpKah$v~j!oV@xk3AjQ6s=qx=0{MGy>bh(ap*~Fd++U?c2<*Vv zZ@fx@E#rBeJ`ovEIUCPo_%;jrWa^yesX4H=edkBty}5u9u4<*{A_p&0Ux)id;3N%U^Qn;jdUO1HQ6P^h>K{@QkRpXUY1AUbiTR zrgWv~_?u<$?LuT|`R!6jvp6lpafb+)ll(8Isbx^*7ABXUSpoM=h9lOWkU;3Yl8X3G zGOVTEy0IgK3g(Y%WZx60fNQmJbXTE)hIj7!903~4=M8@>_)3M8NnOLx+f-;3lQmKd zrGkxUqsI(|2FvedT1*@0AXt`|Qx(F1InJ5x)tyZEV0wt+V#9<7#k0?Egfii)^(>!= zFB1svFHfx3q;Dv&*3KJ`|k3WS&rH$)mMfsnZH z=!RM)6!PBhX;ZHR6BBeqf2IaYjo_Aag|P5!mY&yj|GZ(Zc|))WD}DOa{QdI^5&G44BuBYPpxngy`;5 zuE(>O(7QDxZZ(fx|F#bo9le-vU6C(q>I(zHZ|@h7)n|arU|K$@gAQCtRRsxRbO=wf z&O5k7gKGy)3|$MSLzIMaQ-Ul5BJ6YbUOmVF(Sy$!Ce{onQF?OLJb?jjtI4~bM=^jW zb$(sLn*n!)eg5p7$miZ|L`19_pDo{Eda<=wS75sXkx|xqu1rhNnG52Mw;A(&JHv;>+vI_i{ z_a#-rd{5WWnsz4ehs+zMjWA%(%@`pGVFsLa(mf7!bQt(@x>M7N0hdcV!^O%NU}_`u zYM_n*f`UJ?6WSS|Cdo)_jb-P*WpfSU=&&Hh_mO;$2DHiyhTQ}eGH^BNPdCWWKV8>6 zGDikn3zh15k^&~Ny@PUe3bbFlXL1lxfd8fRgs~n4e7=PE=xI`bn${4Bog_hq+nkVD zMFk9(JAEs-R|da>O2ll2iBMA&8Dz6u0vF5BA46XPFqfYy9vL8j*d;Hm{@u<6W^N%1Bxf+U*yEYP_f#;=Hw{o?3l7K;*9{U zikA~PC<^pP1%3=Yh=Zh7*N5w)aWLWkUz3Vn0#JN@ho9??g}>Xpckx(8gLUn@*PD&Q zKx)0~*+cg2U)s#L92VpWT`KN319o}$`ggs%ZypPL{$mTf$afljh53IVMo(p3}fOAjZlwBnUe4&3A z(H(naeBbaL&B-10eeBPA18zu!=IEBdbVpts%k6grE+g6+ocS#6jcB#EJ(O+zk$A+) zQoUmc!Wn(#5T&wtD|)HnOke^MsUYwdm&TwBeZH#R&ImMX%aSY!4@Vy2r=s`|hM`3% ztIKJ^VFa*;9eBNF?vPTEn+^G=0H7W?O6oYJ1JXwwMJW zm#Fpg9wxphuv&v(F4h&P95n1pk9I;XYb#58xt$S)uA7!%=7ziytedVH-vpsxjS0M1l2po+^`X~0IUEur$@m7rjmkkxs)A%k9lHKzX>}MUVpgl zaRG3Z2g=h+P6GDq%_E8Gy2#}@D@wf87||AzhF5FnN>~P5VXn<-$Q7o#SDml+77K1PYgOtg~kw`^pbYtL16w2ufx7fA` zhc=vQ1WFT<5I)!EOU-mDa=F#8c4|i^>itK3x%YEAVkrxDa_)5}{m*>Tt z!tx9hDN$~5UL^|!W}Xec)sTfm?6-2HujZioSnMRn%{(MBmBxKr8IOMEqA{d|M_N60 z=G;y>sC3I_&2+yEwD|87@tIK?;v2B^8ZS#mIu+V>2lpo-(;d^{&0~pZ_V9H{t*1%I zZocd2(|gIN)G6|J^gZGXTuEwRq9X-GI6KQ`0)Z8rdyx*4ne~i0bRd zl{vRuLN0%94ym+iLh1cmw?#BOA!UpHc`?TTc=GbvhSRQ4s2%7(?y(pSeQT5Dy3`23 zS*~zcQbVC0YpQA&6$lsj{uuDM1cKZW)A`Z2aOieexL$H37L49G-}&)89?pJg{Dg5# zg!aSP<&EDHAVfu5UiWAs7|dGSFA!Gno_2~L`j3`hl?f)BC% zHdzqxeLBX>wpy%f>Q8$bdYR_2#cb_E2CHG1D{EeHQnp2K0nBxoVUW(d9^ zLu;|fhRYWU(36i}vu0AkN%+!Xr)yMD%Smwmc7qDfgilDt{GvdZe~Q%3Su%9a6%kG( zkl?gBs^0v6UEEJ1Ugf01!i8zwmnUcto#Ckz;7bD^!nN{U6*Q0|3DPD_)E28<`lLCXST!+;f$)L3{NZ6N11%i%l;_`JGRQi&vCAjGDjrT>#tR@{4 zWOEwc^3Xx*mnLcDA`OHb=xGdFD(pJe!Yy~234c?Y6!_L7B$1g)hJ*X3KHW?w!${c7TVokAtjc?gZljREIOQ(qMqCAy zZTWY};AsWS{r!FwJtjlZg}-w~+h`Cev9o)>6?=Zx>d`kJX%PEF-6ee&9bA5O4Q8_Q za#Jsk^w&~>c7}Zo|DeFEVO*)JITd1e^Q4(8(;-0X^HGWt177f9J_cW5fTHy3yZhf5 zfQvh>xS1W90T)Uf9ohMPU3=^N=ur7Vp&>Yd2BQ13gQs(-;QH@CZJH_#K5+S|7}06K z)7VZHV{?w1*qnN1FAXj+H@n)}(qMac&BCqcROk?WboYW91zz4vdi8at0%Aq1Lnxi) z;B-d)>sd1rbWWD@X7rPQG4^Zm*PjYdxvR4weXjy&{>~0b1{Kg;Z`@vZyBws`mzT+U zWndn%375iK3KtYT2gSUJ(37RT(|nx>O}FOwnV2&8n>jZ6dlTE2B#&xDbCrR!YVwP~ z^QEA_yibkvjtI|f)PA2|B>-=7+(-$&1ge7tC*D>ULs#4}jdltFw&dDO`qvRb6CRel zNG8IOTu*J{AORw)I#Ta2OQ3M5aVBf62>j=moN?KOusJg69geF2qPn7_v-5L-YZLui z%FSG8?&AF_p^k@!4!&CP69teLB`4ZjQULxt4t-Q!EPyZ-Cf7qs0Vw#XvC_;6;4vm+ z-{49<_`R*Xamp?i@Zq?)c!4bV^v*fEcpwA3$<{RUqHN%O&y*}|%!OAgON+vJIS`w| zkWYA?17)I*KP-x7L)#A7Ki2&jz%62ag=CNl8HJ%@+9HXtMu^T<`xFJil^4#YdPjj& zU-B(Y_Pt{}`L54uCl1~mf4&&xii6wGl1DM@c9C#F~TYMT<`04Ml2=ehaAJ+2;csqk0jftI-D;P&hc;EiXMJHZmL*&IRF<1E=c zD1LhX8Wu4BPW~D3KaE(`b@drz&d4kAaMKOnD+r?=KOb?%8A)0B>niY`LaeHqUJYJD z#FE-)l~JLORI+Wk2tJl*^s>e7WjvdAbk6(GxC4-%TLWRZISgru46W4fh(*|w2k-oF zjz&M-Ej-d>BaveiBc1zk1PWEsq#FrEA?((`cFW=@RGPgmJNF<4vD{9Nq`AeTKq)Wt z%DN3? zhqt@ko_rLl{%jEcE*E7O&ILak$wiHON#B$Da*^X`51sit4;BB~kd4OVqrj!DD;I_G zk?~?FeP){4fZnC!v(4=}ltX z$*7APcluOBG7`k{mFj1wph$zUwjbw`5!Tz{$SIq6B=z&>k}E9|X*pA!`sG5<;zx;h z-<$&xO;EOA{!9R3@xRXOJ?Milw1eGJiU9~8VN|ck3Pzay^UZO;gOGXOYmVY2SA$1v+-nMZC?tgi32OC&?!VV9Wny=`eJ{5wk zrP?#Am&I^pEG!`$5uhz|D6DrA5xVkEZW&%BLUU@6-0%q^I2p`wJ{}>!`gG!{$VLMeN{k|X_$S=$qZo1Oom~B9Nf)f=q zpIy>L))bhKDZahHqQcXtPqAOUX|U`oa8;p<2CSdsW>>msP)DwM<<>)k2Ogt$?b-Sl zTQo$Q3Za3LAz^5i?fV5+etft)K!FqI!dpYHl0o`Mt!4#|0wS;M+b_z{AR?Li?Vo|* zIvjl=Xa05@d;g?VZ*WY~;JZ$x?^hu@+^KdsmZ?C84TCD*?ILu@h<5&O@dFJEBi<@K zYNi3haYrio|GdO;|0A=V!sZIwOSjuez-Q@7I&r81hD=uvJ>FFT+zG+|#9Asq+H*4Z zix9hSx({&pJoY#b${|rf66`x3V`2NO0={43;J&(24#&^At37Zohfgl*M46&eIHbdz zShFHRd8v(V?jivK7h>=0-Xnrb&WG2UgfhVJ&8(XHl)fgwVZbbk})!~ZP;{;gI zm6!}DErF_07Kc_`2{2xl)1T6cq0W&wg4t0FZGw!E(vCvle0b&-cT54C6G<}6WdG-Q z@dVzt6L?tjymL1|wGi^!u}kr4MbKFq&n1;z1UoL}`$y&%fm^8wKLv_FP;2mX#_2-1 zb^eip{01Jjr}QfNyXV8CS8u`gz8v6ul8xQ2n*~k6<0D$yIgr31dNY194~jL3^`QZH z=rz;0Xx@nj`e(n6%RP9&#?+a&zr@3j)WO5+33%w?zR}Plln>2!u039y$%eGYt@oC_ zGePmtqw|G-(jY0N_CM>)3}^`|e%+yx1@j9+1hrbW5299uEN;pIAz%HJhsqgHNFxhz z45ot7*~xK?ZW3&qlrkLJ5et~Al@oWk!Xc1U|JW<*DtMhg+abI=7*_px_s7|Xf!ECZ zOU{WfnBoxmtr`{qQ`37hYdphYLjIDf%fnz`ZJd1DiT8!T@AXm3avp#y(^)wfVGXoS z{s|k8^I&&SqwrRW2P{5`9{kc602w@v+b2{*z%RL5@_te%M4I@%^3M+i+}$np`gS3( zg$rM=xIY-C4ppQUb^F2U19@33o6A7E>U7BQs~fN`1`Y2K_6Jt)Z3XdbA<$;N?Z8`H z1k|5>ezs;P5->0JId9>oYj>`q)skDen)<!oM>KSU#L%1M7s(`cmfr)Fm&M>N7nCbkNHj6&vPM-Fe6jzviBdj`3@|9wcK%MoEN4>rb_vH6q7 zsB4tp0pZk8dk9$-`o@`uWS3oGaqKd=HrEFLNkF#0M)M$b~s6im2|9B@kCJ^lAheSD}f?)RFmyN{EFqn<%*AxzjgZkC%8nfX<;0xb% zD*1g1;90>thYix9V{>NOuC8=2R{Wje$&(HnIe%aC&!s_N<;{el$7#^~R&|deF%5E9 zNjqx{GeA*;b-`CA#`)ynecyJ4F9$GYaa3?K+?RpXQ~7d z-o4QJ=%7#vd3{eM=4MMlIr{rl!qzhIP)Uf&kS~Lr7`~dul~SnDQcj5JECsx};|Mxl z20ast0(+?yQ268UJthws=8HZWI?GewQH!BZ1KXcUmf42?^rgaSUa1|suv8G9A=_+Y z>ut^0_M2nnR8X*0`Xv!Xg&X_{B@b{kpzii#Xh_gO5AMCUY@@?k(JQ5pqYQ{`GagK^ zWx!|4Zh4j^1AG>B4NK26ApK}XiOVV-avT)nVs{LNR64D9UTdc!6}4*BlJO2DaB#?7v(26c7nRqibNXqhW%zkd-ll`|H}+diA{`t2_Yi`6 z>G1jczUONo9ZsTa4A+>^5%gW-s)7<74bEHQ);7^FTXnsG5K2d*j&D`*UIuhM|EtZ| z&w%_Jx^>I}21@tcZSe;K+WalC){+dU2#3#tcfS7A-Y>AHqu1nP-;;70ocOyA7?-z_ok9}I|Iys3xr}pCeDlL7k4Wqoe7-)1a;}8ZKc`M~n&$HF{@7)ci|e@EXi2FG+Icz)|1 z-jsV<$3W1H%Us%32By!vT=qbbf#&*h!Ds7kvg~9e0qR&}4E;gM%;a-Xf z2Pqdf-BQ>m=P5qaFU4}z&g!+6rC8_=w>=qXFdL?6KUJ4KXQMu{`1TK;&W6m2EvaBbXb=6{J0~`9^@HNXNExcz zyS|n5lp=8VhSf3uSU7wC+1xwPQtb0sp)TlOipRR2l(+vb#ivBQwbBcvaPj0k*jHW( z&8lxH0rsVMai6p>T*ZQvyQr1%UKUo#KPx5JFrm5a_Xdel2JT+{QqZEpz>UG?kf0|F zoVcS~pt6IBW!BzwMG+=~gBL!gk1%k+*5OooAOo?h0&Z*kq{BVGff0C_4rkM>YU_F$ z?4~+ote4YpqFX4-k=NH9i=OS{%F(cVc47}TfrhBWdHHEI8f+~z4k@gl!M?!JbboFM z(h5r&oK;G2PkY0Hs2vrVHget9zfy3ZKl{x3g<^P$XnriSqhOa@xaxQp1=rFRhh_~@ z;9nD%ULa0I^7g`wXWvn9V$lr$%oz$scAT?rWfsGsMC;w&!XgL+6xp@iBV)yzs)~Xs z64nfh1X@{>asFj}>F*Uq*q%0dq`oyBmC{wq zB?_UjT_$zwKmn3Q9<5Eb$j8CuD@A1Q=A%EMeR=x*0;K+IivA-)1W`0bAZ|Yq{EJg* z6H-KEQY{RJ_7vdUzfpOmtb7P9TITWGEDs8MQ)+Kt%|Y%JpE1?OY*?=QPgmC|7oFW| zcNaP3;izYe(ojPlJm>ibOE%>rZB%j1#ppcfnX{X26y!oqdHgYRRSs-=W^UT;&BA<_ zn6B)SOdMa8C)K5vj!i!xm(-sQf(d8v2r`kLyG>E_L?&Y2PR}MKO zvD|(k3m2y#@Uc7#m64YPC2wUyLo~n5aAyV%WqOx4{z-#l3^n-dpLEQ<|6E~Il!1b= z6aMaZGm!ho4ce#TK#2PD+qTK@HsH&;a+kmx z{XJSY|RtzJwc34LYZ6aUR7LUy`7f91b8 zlq~6=mKBMCx=ppnvycebY7s8}n-75qxwUD0J`7Qh?*tT_kHDR`{|<(RMquP&ufcie zaJ*eGk*t0gim#XWq+Z<$hIrTEQbLa}q9#l$=80}FjTrO3=@U%Qrt<<$q6y%Xe&l)ZpFyT)qkd>)V5UTt2$~DD}J{ zH>fxC?V8&sxqVlIE}fD)!(}TLY#6q<$hA#ac6dVPJU7T~T~K$W4hRvFua{3>!rM4E zsQ}#@2+|+?ZfxuZJ;IXuy{c}gese~42ge2C=RVmRH93PI{Lr@Y`c(w!G0NrS&myQR zV(umJ3glm$%osIygVC`SauS-p*uwqoyY4_BYzKsbdi{f8Ydmydvsx%5otqs8+CxzE z@sNF8R|p;yI1!rpLtsPsC@Az!LwyyGFCr?=}=dpz#6mQ&TvCctLLuUxs8@z`7_`s}w-9A4PghcbK;uqbTgXYR%% z%v$>I7JQkE%L6_~)+VK3oz}6FVwY3VaNo}2^wCssTKk0kwNv4+m|`jZHU-HI?bmi0An_Y2Y}d>}bLU=%*~Qr~@|Hi9)RK+z-CkFtC$pj2{ckkt zMmB^(J^!?Q%EI_JLPUf`7XCSWsCQYLgSo;zRn}kfkeu3KpLnSNAIsY-S9uW;IrSU| zGl>}cP1^4Dh=|dV)@ki(icud929KoT-9Fyt6h&MQd@}#e?j;VdZiF+r#Fq< zEg@k?{ky0SAmjD2tdCwHWJuE`0?|mu!qA>2^lCCh`8fGj<~*g{jFOWjBkb_U>je^I zI98wDUG7+fKObg459AcXwv;cSXSf(gc0AJDbeMvCBj&Cz1I5UYtr-mHFGi7_7WqumiY@5Y*|*bOkfoiN)t}n(Z@?*!oK)Lkhfp0wj7_+ ztE3^BWS)KEGY#_s0j(Z9u6vMPGn^engW1_zU+31-KqtRh^!RQGKJ5EQF)1iPs1R3& z`kjU`Hs|rG%?y~`dcW8=hkoln zRI!|iAGTTsv+o!X)^7=>d}qRmak@I(u@vJ4QHre9Wr&$EjJ#P?#`}-$rj@>wVbGIb zPt&CgrK0RNbgeRUFytn`x|SkH<*)mKODX1JVh5)lltD&v^8Pj}Hm>|R*4gRI#+Gsk zoBEq<*zD1as&--Hk@H;3t1~>Fl5tb%m@LD8^|X$vePvL28uO8=QwH@B`H-f=Y^-6N z&$gzp!EsQO0hbNK-`P(#z2|Y4O-P9NV>aSW>8Z;3uyN;U`|OQ%Y^=PqGrQ+~8D6Fi ztYZ3m{(Ub9u(-A)c>4D{Nb2%*x;rM_7DGgpCr78k-Q_eT2An z4iQ}0=(|B$|Hz#Unz8uyU_&;KEAnQ#-uSq{^`NUwlpTnNsBZadG+_S>R z+073m+1OkWp4gVb2FZKgbN(3{MyF;*>iIbMC7$hZUYUdQA2S&*M%l1E@j{hS%ZAV9 zn_2Ju*~mQ^ec$aI8{ZsLdbFn4P)Qt4_vO_QWpQemJ%Izi6h&f?F9-YMFI1AvIM|mv z=i#QoLHK^c=VCz)+)jjKS5>lck|<>`o65$mu9Ml!{Tz&5YMf%fSlp zdn8II#}&=%S{F;oao?bBP$jV(H*xF*(B4qkpv z6l#0SL5;+CX%CTu<^`Wq7xOvL-M`^WD9_J_i()UH2yw7@jp>XyuRj*t=BzGnWyA0K zc1E9788+Wm*N~Sl!+20_rj;-o9&3)Jn4e@LJs?mi!j6rL?vWq8x3O_lBJDKcP8ohT zugsLFC`Hi(+i~+<7N+lNZuO65qV@cVw*5PKxgzP>`rs)B3R7j=djBw?tTL@*p}_*@ z$Js|pYgm}?u`au^gqI&W(>_h>Ffmy5yt0MI=`ZES6!}j!7EgD|bN~KHK(6Imf3+)aX4cXH~ef5hp1hq+y3w|zvz^a+*MgOP} z((e~&sia_Em(sfBQ^io(By}o9qZo(%+X_g_DX1JPj~fr8z*R`qTlXLZ^>J8UdzOMJ z=fTk2!D7&lX>zk~7h|+rAX1W61evvwUCsey40U@6NCxwAbH&DinOYJal)p5%c!rE5 ziIw@am&piNog*eB$>Zx=2bEiXlb{~xsaEPhLZeHVvedmo*x1NE{Q7~2AOB>`B)1T8 zz)MN;8*grVeowP&lp|r~*n_%N8%eNr&0IQcO2VS5mQg+>9v6G&)D;kUT<#kX|9FUq z7l)(n{uC#|e(ep}TVnZe6AVjo#ByFe4yUV;p9|}GN5%4A zIdE+si?i;}#;;?B_kKrZffVrF{A@%f_;AGdnra4CZ%VB{elQbywEHW+p2@qE~ z)?{MYwaL!fH<=i#B9FRh^LTr(b$k3!IzCtSd&o?uf^H!0bMQTE%7Hkw%v8L+`A=dUF%>&?j&oT)G?JF%t?RdQ47MnZ#Fa<|0-}8-omI{GmE)EpgRO~L# z+`Zy?3MPXL7{{L_<2&v0CC!^j_%p+9`nraIhc(9yDKZ2Y2<|=bw>cSoEtV$_?n#6B zsIB0iWTa`tlrl2^~|4Cm+l_^L+OOLuxp8`tc@XGA=6ufti+4gfV8E%>Mhv!R^ zpkr~tq{5c~#nC&Dz7@nleYyO*8^Y13@J)Ih(;b0`bz6LPt&PF-Q7>-J^;k5V6BHQ= zj0LYYUFO9Yq+T3X`oxXGc={#|XFMFDgrgzp7NKx9ykY!OGYE4TXKmIr--dzIrH;SS zu1NI^F}EN0M3dKt3o}Rku}Hge@qKYWtXOCIPRqs*78{oAyPf8X>W8mBD0F!s^|ZqG z{|>uAedSGKWj7utH{O#At2aQONpXrajJZKU`S+(|+kroP$J^YwdYUSA>$Z4t`>x-c&Ux#{?S6Y@ z>wg!5xofpp*EyR*x$i^G6s^`raL36#5Go7h=AONGJ*qf}yY_;M55>ukE8bE;%OTw6 zzSmA^5LWcyt_@YG2pf0fz89Gu>m=Rg8VS6*?$__dZS)ZSF_`Jc?GxPZ@`dHc9XLGQ z^h?r>%YNnZVBz&uE_?IhaT)zfT)nKe=X%-axO^h4o1UM~aQnO~<;pwGEE~Fa zj!T?c`!~AXj;r@}E>^A2o-62pt8$9O`-s(hPcj|co73c24Ec88xudG%d0SKN8>?uLZ17iRYk z_uH%s#+`v%w}$n@AacB0_xuN5emc2*`0m~)tman`H$E2yuRoh~dOt^E*{0hQ2d+or z&6~+DPkuz8(6X}B+%5w9Z%KQOjm4m2XZP}lK8c7>P4l+8H0?FubucoKT5Wf2FN$k#K*o}^f{YXdxi{8`Zu9<}UArT5=y#F!a^pvc2 zWjaEHQw;3{GQs*TyEUYe$MZ`%#p^d`V~PImfq=hRSlB7Swf~+4?dD!#30}?@N(;L^ zHkyg*TRY;<*=2&XeZTZI-E0_3NWX1p&xO}c?#BG}`RF~ga?^4#BEEm(sFZ3GF}|vz z%6Au$w?AHM=Pf0|@K;mE=CXYB&38$XO7f7PDZ5&joQrI)!WX{F3h=DcV}lUyyU|QFKHwkmXc}2pOLnzF9o2N~fG`D8%acJLVs66e1?d<)_LZ5k7y9t7qBs@&b90 zOZ@|$dRa@p;=SL|5;4+bLV{DVPvp%vBz&*!N^n*t!!&WKVAl)@CKg{iqNhk$vE{+x z4>w7$ds0);E=j_42|-iwDG3wq(n}NP$gp(vzL9QGglD#c#=@ONIFmAbh5o(>MAbjB zQHzVAdeV!uyS)f$EjAXF)FPyQ$#eQSO2$Z@*1MI)MW{>I`Iu{749RP^_dgP#z-G%5 zhrV(O2CFgo+rzG0#KfN+o>{8Z4D3pcQ`}|4fcZqs)vxd9u<*X=Mti`3&G(;QT{@VERv+Bn@Aoa9Xr^P^H(RmRb#x3@TmOy{qCu33jiJkE_*B2O%E*+C!(L8uG9nB-KI$4-O5_n@svemeLSc6&byh zzXV)Sd4Zc&R3y>19_pY|@K)6!A;h5o~|qbLI(||=Bc>U6Yce?lZxO6_w5TwRGj;4bLoO9 z6{Ynr!+KWme3iV_vh**3a<*MyTL%rdiYa_L`{>X*r)e(sgbuyQBd;RXG4OH5aptr% z1HXih9i8Ly?n7TlaioyQ}Au2)RVIJ`N;<>l8pKaG5|WL{q++uj?D zWFc4BSJm=FDGKdglVXBPk;IT4NeeB-)Frv2f|jL-JhSgbTq+B++*hXj6kcC9o)t2U z;rVUz{Je#ie=F&i!YZbim|8qNtJcPZe%z7PkPs%`(W<&1sWCC2M_u^o!@%Th?@4=m zI@Dzv6wdq8uy<4RciX!(2|Eg7vXE&aG2a2pr|hHojlNyMG5IYk3-M-#@>xO__#}x}y#k z)oBnT{64?3rvx%vMb>$#mLQV)&U8?bimzFQ^X6t0oYR~(iz+Whm+qUO8g&Xb=}9^# z@}9qcZ|`#0kbUne0vgL41vjG{Zr1&hO7&6oflLo_xWXLzIYA$K88gCgjBN_Q8;ofI%G*Ryi@so1YVT`>5<( zVj&Snoa^}5`1!`eb1`OBoU7dh?3qM-~MG5fz7Haa>EfLD~QLQVR5+D<$9+=Y< zhv!>8iEeLWKxwhQQy3VHT}NVu+xEmE#4cs~j`0L|$C)fTw4Hz+wPq(3H3IIC@q3ph z0b}YOqK=Y@IDFSN^5^P!)SW9dk$4h~4@;BY|B#DBNmu9fiy={1qu}BcidZzUH)y>s zj^lCdr|P7NI3y=4eayQSi_s=WC-sIX_#YngHS>!^fADzMaCj)bM!)mU{~m;GuE+F# z<%Xh*#5$N`9s#S5)~&bhL}G7zymsmJD6sS{e=~a)34`Aj59FG{5#>$I|FbO=eZI*X zJfef}>%Oh8fr>YN)Yi%B#suJw?6I5oOhOTkji#H-!?C~q5m8`C1RO4$S@=~QfmpE* zj~6?HBlVh$?v-_67-OlORPYLhS!!+N7M4FoBF$4K?)l^92Y>b(tuWBTj9%SC6eKUk zUrQT{!U>AR^O@pkIOZFj;WygD2!^c3@6ONGKFJ}@RNBM{2n zrt^EZ1*5oGJ={Ge4DzdgsC~+eK!ez$mm_oG$WWiesENod?A8``{w2Bu}4Oel@@!4z3 z_tt1#@?iD9PD^x(xhBZgI-rrHv~%#32R_IMi5m!bq0RG&dFfprlvrGk*j(=eRomGe zbX6~;rhnO}HtmY2{gv83F1x_+rM2!)hbz3Cy2?6M`8uKwT*`af=7Bq(h3`x5@P&3G zrJEV=2bBZt?^VP8P%U{7>d*9pxVdCe>UCcjz4M7`+v$lgOO1Vc)mM#CFXABensF~kM$3C~T!@2$P?0qMqFdrM9R!e*SP zs77=k>`|Zleb(3?HraQ_iN<@uy^Wj7oSp7qNFA*&U~`5wLsjo_sxdH4OQh$WmV-{E zuU8J!bb#$}d5D~+6;#SCN{*>pgKQc9rtKvgi1ahzF3Z@?x4T-*bsYdNxWco=s)-zU z6nOF)<9SLXG!#{?+Vj~963~>#vy)6m2`Df8-q)7#Fht~ul;?DfLe4KwCW&dsB13wK z+};5qVtW~-H!ed)#BVl7d4fqOElmiw@{)++uM^fC9uW~v?B9e(E)iW}n)CP*LPA{~ zZuvYc6eKrb)3gvxMFfM1bC>LrkR8r3KUXCMom>$S&%2zA=nSW0bW9Q&YJbgZo1KJu z$tBTyB9o9|w&h1Q^JL_GlUda^ECoHE^`SnmNJZqfZhLLvbd*%ry>Ci41EoFR%RYN5 z9l5KXP)o{8Mb}uH?mlEnMb$$6%(m7ksQKv!+YHMT#ICHc{?$AM6&V~5_bo|5JVN9> z&Fd-XUDcAs(GRHz@1$+(FqevE&JyWMZ;}zuC6@>9IFpcnTUR2JXd*Hmy3_w}lY-Lz z^9si>Q_*;xU3%Ow~0kLHr(OTe$LzUHOpUPfDAkE`UpXO`{C}mE{Sw|xTu}RFy zdxr-jU$vt9c|CZv6++T~`V5ascLYS6V}g;`HIGMsdqU7%9;|7=W(Xo2U|(dE1)xrn zY<^FI8*;eO^!A^Qm{@zvZEaG=;-)gPMSrYy)e){ne!8FX!vQvyt1%TV z4$wTmX#BF@64q+H+h={dIzG1EQhwCAYq6STyK$U3}Ei7X@PfIw$=tBEgu_ z`1D_R1h{@1kFU*%g+GG@aeJbPaOv23b`>ufcngHSJYb{1xvFTMZYC-er2Lb?7E|CJ z?RFcskpliwwQkbF6yUq794oI*hCDnmrz4&U?zqCWO^IZv^5^XI5KDpKh6TCa(G*bD z6s%T!n*zzf&sFq-Qs7Th#PUb)WOz7V>+$AQ5~#~AhPAy&gxi*F_H7}_5YOuQlO-h; z1TPO{%-l_bdfhW!T+Hd<&G~Zk+pcsNH~FgZ`Clq1aB124{7C@|kE2`d>M6j#Y{Dn| zGYOQsl~%tiCBcE2jDL67QlS=n&rhC6hm+bIGm@bhz{~CVi9V45LoWPBDXQV=HmugZAbi}P1>=@> z$``n^pjJEtciN2x;dFxb5IzS^wD0MNtjK{op|>w$Cv$*_4HQ^wazI+g%BCtJ2NuLm zNuGN{gSK00&L=f#kaLltD0(9sdQ&Mp<9HfG;%~maK+1u|{I?sNDs-5++9IjuMF)9* zeCZV*I!OKrw7IgJ13x^@ro4ZV1NwIDx~d8}z~|KL!ZJ?-2lt;Qe%d@!BNFpEvigNU@^ zc5iRUDwGN7w^ z>ygh5280l*g>$Ei;JETQzp6nIu>ZHw{v@jqT-8~Xqz@HB!>h_FjA#*PiYBn0JH`MR zD`w%pstoWrea60XlmXHg4q3F9GN9;w-9_dJ9yQ`3Snr@$>ihb zLTI*mrxCSM2!peud@SCDa8o7pm)CaPX=Po%;h+Lg%f2}$=A92?nY+dqnRy^juZgug zkp~UG%sqR@^5B`l5aUs5J_tO`eqr%9A65^|eyn3EfCE#bhCdnkP&EE}8)@2)QnCiKu@=apUSX}9U{Xe*Du)jkK9O+WLeIOYIG z;~xHAAsr0A%ADS5mJ5yf*p>rzxscE1ImjxV2diV9>ZTTX;6A3mpIn{?y7%}_4=8N+ z`I1{>oGA~IL~isJ^K9$gG}q!SXFjCie?|7N764VW2BVr=03VWfaO~nP1jdaz?0(@w zC|ZneS$&%D25N2+FU_v47fcmkxr{%z}Va_`t{2U&}HIH%3xzav|9Y=-JoJf+TT1S zW?2F#`qM9pV<}v`0qV08rQ13q7ymk021N7swz~gHA>gYgMW(tGk{;Zd9+xf!X{Dg5 zD`usz_xbkz%FAH>=Ss-c$#R${_09c=ssO&{=+`s8N@!}mc6a7lB}}mii0wRC3AMgD zmERc^An`YBta-K^_+lSF_WM-^BjtQ1n^EOpZo~Z2Ub6xUz43#*bro=)Yv%L!rV1b~ zH`vQQtpJytCdmnw3h2|UxNoRh4nK?4=~ARJ_|L2N{3Y*Fc%OA5O>MhR_O*K)d)3RJ z{=w}R9Q9>TI~efh0V)HUn$`QPq%t7j;wD7c%ize{FcSt}DIDH(=DA_Jy@wu-x)h&c zP&vu=d}ly0RPb4gH@KF7jR^*)NH2l8EzQo?ETupkDDGTfErrfCieyny2?&w=`^df} z(C?vmfv`{v|GgWT-V!Ya>5++_$K4rl)}PBvbZ0Sq4{#@XtrWww=x&wN@DgYl707=V zSpsd|oQYmBCGdWblRbZ{7|t)diZ0NLA@sxf%&&9Xe93s7`J1`XwlB<$zlWtIUT#%5y`F&+@nVy)$8DUjSAGU)o|y3V_K%(V(AH0A+jFK7CLrfSrZi zX=^$8pp>>4*!L$bkqg@N z$Cf1FJQ#hsf8xzRE=;sIKCSl81)KEHvzlvk$RefpsU4w1n1Xb_w_Og{wirEQs-;2q zIfv@ZMj8}UYaSG#=Rm94hq`bvI#iEI1{GeT!!w6NT(vVfu=Mg$)l*^)$o+1OP>Z3# zNxK27!57(ZIrQEn^-LBlmb8c6jmUsRm6Gx3J()n$x@9qxnFVaJ-=%r5Szt2v5L>>I z2~}ph^Qk_W@ad#*sll&w7!=<3t)?dpc8SE2Fuzj3t0%X`<5?0^4&|ug@{^!#h3$<> zbTY7y-ON^bkOHQs8(*0vr-0^zvS533NjO-o2cpg0{C%LEaZKOiP(C zv#O9_u3EL4`lBYL#VPQDEk;XEW|K1*w@m?8!E6S0d`^CTeTC_t$y1(;R3+7Fl{f~;QO zvN2~8xabYle}9?;)qcAOr+Jc~{d>$`?Y2Zn938CL=Rk!UxmP-d>dCOK^X2kxPBOUO zpscxW&!Ml+qtn_)g^bTrRoC87;V#`EqI8rBe+^~Dv%{%iEGgpm+Mdzac?L z!(EwAfka3=6+e18f&@1#ZAL+k0_qEA^#4<#Lh}%zL9#JgJ)Z)@ z>HB|m-X%lh8?pDAzlgA|2{}DC65zhZU}|$pJg_G}OYtlxLHV&HO_yd0bXmmoRJc%K zBX>OT9DgFX(tfzA^iW}ZQmNuY7X>28Et?X26gcK`@)>I<38eq)-TH|kg8WDJgIGZ_ z{7|o0DVd;vUAEpFWtIwuW6f-SDkQ=pN{<~^P6WS0!&N@ZRKP8XmApvX&SMLE%JGc^ zf5}>qm_mdj6`^Are@HNuwm3?uB7^ZS^=R|QWZ2?wPJ8i;3~dP(P4)t0I9#((Y1&T& zX&K*14W_en$a`YgYYrX)MS|*(7{7BSQYJzmw}$ zBuGm>RdCLM44jlHi-m1eu`BZuZYF_eb=;Jv9SJIP2Q39`h@kLF<%gVm0wh$_^!v1t zV5Vnee^)OB*zMnoXr0^E9rd0e`$a0GTFwb~j#8j}^yx=9vf)U|K z?aS6!*!yOOQW#%6L_1YlsSC#gKXv}Pu}Cbu?BaGMU5CJCckJ% zl%LvgeHQ`QSWQtLDq;KXtOv0bhJZ$2^2{;oFc{BRO~?5}fIR+Q{|QP2tgHVWRAq^P z?s}HLzxl&JoE*>NkrV=gY7cH}xCOwXVpAxd%?k=!z8!A5;Q^KL2L5jHey}*LH2X~x z55-3N+AVekgTnD!{u=)U!+8VTjpMF(;6A}@RbJ=^8I04P^{_ag%9y)lD!GBaVbagU z%MMWBVs0c@;|}tcmzHgGe4y{xxrbGH0q|#fP++VS4-N4rL^e%>fwTYY$FwFqxHbLB z;*JY|2F9#Xw!Sye#%-haW3gaVUE8nn!3}=B2>+Bm-~(E;dh+M^VCeko_LxOJ1cq}e z3TM(nflcGx(^h&Ya8<;)(8`11i@xm+AE7{4y6SDLzUB=}eZ?GryUj@mOkL{Vz6cXi7%8>M9&)d`#_$+z&Xiz9CV8lq^*sxp!4czpNH=f{gzSDo~tRKvthC8=~gP@w*LbX8&4_lJt5wZ9zX^Ev_R$_lIzWc7xrpzj*|INvQ1(R3Fvq3bTHtuoNrP z9}iCdVG2`&`?iXxW*{G@^x@}Sb)fBv-Epu>0?oa*`REm6gyxd2vv1luA{AQ6V&okx zlJYww`QJqsgpXUsDS{d5yCnXra@YWA)}F!gCL173<{>RtLj%O5eN{9?-V{jbHX06=$G(khhfm&TZ!JjPM&CCYsamB&;3#J==CoJpM20-t&vREDh?g_ zP)@(n?}a{27Pf{KdZQmArTmk7{L$9uUpeVn!AR<5jP$wRp{S`|=%e7TaFq7pTC(M8 z6w(*ovAokT0!?k&i64DTKuWn+j7^vch#35|Na<@RlE1{`xQQho5jC8AGlV1UL=|>_ zMkJco(;jW8ib0R^CvsjHB%oJa!FKF{Boxdxkr6&jM8h^*LaT~#$apjzmzETZSo+3= z1fpXRp=zV$X<#f`bl)rdmOBoy$1E8M&&8uv>!SyQ%7}>O@oZM>GYK^x2^@7iNkQQ@ zGN?q4imr@ZaZZ0nLQ*E7r97(%DC4)&Uh~R$G&9mz@wzJ(nXjzqaks~!hESPa;naAv zmV@iZh$SGA=_mM4{Y1ohKZ&`~h>T>DQ`VhG6tt+r!ac`KM&^h0l6H9z(UiBzj+Pw> zh-xB^b3Pu2G=F@^NI$rZ-dd++)Z)>#P3ivvEQqK;$}5U8OF~WNqmMiGQ4!PA>Mtq0 z6x4ZzqIx}>h{SfRr%;R&5Vni;tI(r(#KN~c!@?PlOus+M%PxpVUE{TpujGj6E-`AC z#267B=#6Q={epz#axd`>N)yplj~r{q=2+z9UeB!~AB`$?ZoZD)8HEDP-B*6IZsQ%9 zSAlz@5R-V^aKCyqV(pt3zbF=qMoyHiuMWf_t51k&^>7rLJ7YO@&M*uKEOYBu9VQ_C z@b~-quZEzI-)zRlS3*$lr8ZmNz7SM;OVh)JlYll3uH6t)3qvkN52iz3L?BTCoamP< z0ursC#jm;tqZN)jQ)Qe%$nt=urCDC8uj>38di-b?N60UoBq7m)th1_Ic#I7V}!F(|Q z4b52vtQuia=iE08|B@Y|ImjHmUto^pc|0!-n<*ihtFGb^eI>*fbs9C7sk?*b=826 z*+TAMlO}4lF)5^b8zcFr1WCg}3DjzcukxRi0w!w6+5HBG0q>6Qv$%8) zSz-d-CW;!M${8B3R)#IY9I**{ZsLy4cpH48$9W+6n6s(E@=l1W)l_qQ&;p6!Leuz- z^bo#n?f_cVKz-}kp)+H;sB*He&i2oJ)QK6{_lDCMjU0WGILG0ES~q?wM0Mkk=DVdE zR@D#CRAnV)reNDgKk5a!xtgI?^`o8L?P^H=twlA)Rt?cOoGu+N)JA-T=kjD1ERjlP zs^4IU17fP1;*^Yexb4f#kx_T75z~wg&(=>lBrh`0EA#6PaFvB`HTW5TCJ(2NOoIV1 zLAx?$bsJ4d?Lqt(f!5?$qWV`E(U!u?3`@7?7}|?cZy2N2beXga)?0{HE^#R4!Z!Z_ z0n9_PifF2Kw(qB5aN5>U zRYc=`J}@z_g*30uaty!FM-D5pGyA?;At_AQ9`p5WUHPjo5`sMt##&M1nYJr(*ol`t z#$t&qtE4hZq;4Z7H3thXo{ND0w`lh9&`n@UD|)%+A`kM1drp>I0Knf|4wX>j2d0K{ zV#P%f#B|}`!I0wZ|3Z8nQTCrM4ArVd)6|`THOD(^HvGZea6)^GBSh12`yruza%H6vRXbCw>bW0MWPO*$mkM zuKnhlx^*1`;|l*0oG)NO?)8)7>9SbxKQP@@Q11ra?0?6D>|H=?I(6uRv<)z|H&!hO z>H_{nk7XP~3AF}1{QRI(3Gn@=Ud%SxK(ml+1N#mqI3BTQ^q-0=urEJ|cCvScp~$ON zx+YH0x8{13{hlrK9kp!HH86o6%k~YbM^ylSqN9Oiqz}#R_x2IeoM4GkJn6X46L7hH z*Z0xApd5b!12=rZ#+Gw`qLMFg{tC7UuJ?lYSyiJ19~^Ln>$NPHxPfW?5YJNYm+g2>4_Et94^a8@ddp^~Gps1S z?fN%*A7Wz&bzf>6L8*bGX4T9CaNip_yEME&>L^gXEW98o?ZdgC(>QScp>Ob3%NsHS*0Yg*A6710qlljUhqEv009603|DtN6{0*6j)}xF>tL%C^Y^E|8a>5w%`|!(9>~Gv6N+l0DxSY6ieU5+wVV z1%iY+gPo#z0KD%`$X+`*T*T+;WMGyMGh zoUvuz0RU7$tH1QQd#v|JSOdwY{Nn+uC!iEup|r^12qC{Bl%8g~!AwZ-dG9TE;M8v| z)Bo)WRT+1qO#gX8kJNBS*gg+XRig;sjeY^q7u`&V&m198#Gj96-X6+-yIodfa)-w{ zPnExQdx1y{=U@|`4}8hGzOUnh5BQ3xyXcAez^Ci$8>Ok9a6^Jg`@>N;*b4glah}^A zv{NJfr`epKyY0r~^BL|SqQ&BIy3!qbqO#S>0zH61lH@-pT8BhD9e`>4mNUiB77UL_oZ6M(0J#QF?iy-)0LUMW zPyOQs9e(lIyMOsW=TMdPw%?$BK0NY&<~9-Q3xZ<^@cy zn|Qq}cLCo$hKasR-mt7u_M|Yy4@y_P6a)VAhuI9dgIYfV!GPqULHQX7!B4MjZrl%q z&7p>v{k47|{J1FT4F5}5yq%lo6z&DP{}P+GUwR2y9$k{FqkfR9Wo3JF-Vf+2Lv4!E z{2^uF;QPuNU#Ne5(#6dEC9D|a{^8H_1R9#R=N;Ewq14>zU|QO9(EmlekTmB4A1@@t zhe>-v>hxJdjulU6c;kMVB<~G&-Gy!~>fR7IR^3*T%q09e9*AX4txfK z_N9Kb0G`q8*3fke;O8H|9}wyQy^hA^3WwZabHnzLqktROrCV`$iMxU9X~oMEo35a5 zE%(Gp$O(LUzZ!FB+k?mw&6?S7OQ6{t=$rfa7!-OItu}p(A>Xqk^I^O_7&|jgkUuy> zuI9PqSf>}@Wt>%`qdY|E4WG} z=BOQz)-C*P`OSdvuR!A3lZQYN3i;j2Dua}8&JbxB z^_l5^pNFx@LEF`ohd?v3x!>itE-bB#zgxMa2dPh%+RC*wL7zP*IUq$AX#N@vn!LJ( z)?>4@4Vy+t)4gB8<-ez>-^j$2d{rB1{wcGsrSqZ3&F2&xG{G}{O6KMn<=wG{Pg5tGzU3RcP!`N|6UymD3C>AQc{o^-Vq;UU!h$mIHRbt%aOxwz*PRfpZs`pfK>U8-)#(jCk@dE5gBUJn!}#Cap*-Ngu@J$|SZ z)@A0+6NHh{vVpxAjO)bu2+i)$z*mWn7>Xolgjp1cN6FB43g~<-q0irgMxIB|^#E&ZyLsNzdRrW`suZlv~8I4G+eaI?Y z+8u?dwU4u#hGTFvELYf+CJx_BR$Lz0k$?mNCAu#+6Hsz*jN$8=I85EA-|(?L7AIrG zQooU7k&(o=tG_T74Ve>)8++pLC|hgS!R2_AzWu4{mtGy%-xNG& zw45$Mmy81A&&1=p5>ad`NhVx45sxa&_Y^7+ z!d&mC2l;E0kZZQ~jP$)^oZEgNwc9ZT)p)~Gd6iRfaMF4Ey@XWMPT$aH`I3ww_GMjV zN0LxuE@GiOC=rKpc&hvj6VQ(B+`7o8cnnFnCQTWOM_KM%ngH(vWV-W`YxP7Tj!x+x z-6@iYjmHNh9BtxJ_rW)%6oXjg_rLhyo@WdyCi{*K%|_!n2IZ*)Dl(7_??q7WDRs|h zmn1jpxRw0UtbQ!U`>2HEhQuKYk4(=Xb1Yh&9DhU$R6D(zmd+p4`wX37{74sthUT}= zd2NeAl{7QH)Jkn8YWi7lRtCHb#5bV$gq(FF-9k3Xi3nGL~(P!1@QY zVe^sU7~fm4U#K(;e^w`*Xsr&ziG6X76}sVQzV&*&;z>BBvPyiBG>pJh&E-I}yXGM2&>V!?OGLjyo3ib_b@j)dP`#;Qa9@zW3sp^rF zD^g^;pAb(vqqOmRHJwHWR5*R7d8E?;(Y#@GKkbP4AWMsf%MV`k&?qoK(l_=g_-bIYD_$UW{BkmjuqPKh`FdD zPwFpvvzvFJ_his5KMP|R3!C`eFJ%oPMOvEmbatSjmcRGEE(ehA(V+9LcYw{lC)y9W z?7>h-TdcM28ARSeCM$JYkfU%s%;hi#%1iy0l~Wer6IT(KsNe*zZN~nEta||AyFzdK zLvJ{fE@F1B_9Zy!l)m`v>IeE6`N69jx_xX^U1wylPS4N&5=Lre{J*LD0BKK@ z!p52x9I`(gc%G^kGvd=vlWBvYJp3$6w(=`5tq_&BRd@|^SAR=XE5C;OYY(FQG+qNu zOt)}rRS0~n>zl9W4TRRu*_THH0-(aBB``P94`>u)`Z+EI1C#uBcE8aOD5T3saS3@1 z|AOWCfIAfUX6VLfj)#J7`M;L&OzQf2+MQ2!zXG}|!}p(Y1_6ssgP?zJ0EDV01*vnq z0{uOivnfNN5WBoLTjxwTY{(?s&F&9}_+kEsE?yC^#ly8fd?*~EG_rJC{K6r(w#jl| za2UkWB$5t&3x$M+<|~W29ao3Ypp(0B^(7`RHS{YK1G7)uGDP;f{}3aaP&`Amk8)JJm@>Z9Sttw zZ-fimVqm(48?;(uK{23TL#QndT3%W~4Hc6=W!h$U#KFKBYwqkfv5>s&M@vU%418Bl zqjT$x0R}Fil@~(PaoR0U3($N(7d{Nt*TxFg-G6(orNb-;iKCxm#b?j;FNr^r~GF!r0+gI z-Yb_3ec8QDIX@DCWS2emdLa>L%Y1IKuOx$>-RZbA*HoBxb5~DOO@sQKZq)@J(_pu4 zsZRdCG+=!;v{v*!4Hg=Lj;B*mFzJMN-n}$fkM%Ks)s+hAbUH0!J*iN4u5IYdKpI%~ z-BCSoE**?_-I2IPN(V_@hg;{#>9AR(eTBa^9bSig$R1@*hb8H!72AT-;H~_A<*9y}j>PIt1Q!wrRCXgB^@)L)+U@;i6FE173$TNV&W?tyGW>$>nF* zqO~&M#nr9Ah~1gM%K7uc*o92^9!9_S)45C#VGS}a6V8Or8&6j+WM)9&{YP?ttur96 z;-%J?ujwEq$oYGJPzGr9unZbZX2SI`b?cF-ERg=k{ZlDC8zifG#zWb1fJ?Z$>L5NH{V@xeSVeXXDP@7H@WMzWeKxoUY1Y#m$btMvHEerq zav;+-YVBrM4is>ih?;HY0RPUrOk>Y;;Mk5SiK3%9U{HS|yTKwGSOadUXM|+I6|Ko{ zzhzWyPkY7RVpJ}s29Ta zYr`uWCyU_QiP@#T)FPOo=YJ;HPz0+Iv1jj96@kU^jN)XkBA`9kaI$Bm5T5F8^Om|- z1je2NnIXo-FzPH#XmKxrd_`%=x#AKK{^cDvc7y;G995)sE&}|y{7^POrv%oH79N+h zEP?e7fcf&>>o#`^z;R2!SvjB(*4od? z%-9uxw@2{WzDotbQL$aDjk?c266y5?odj@xGolly#mZ-J0gkagH+ZQZsWLZ7Tv(A$xw`tsGDu9{tsDB?|~M_-b2OHsp4Hf5&2!2Z<;A zbZ5C-MsHtM` z7y9uZv91JmS7#oR&>?_c6ea2S6#^7n-#wuDiU7R~2Ku_~1lW0!qqd43+{{di2GDj#6Nu)#fsiEd>MHUql^2BHSp^=6L_T z1eCRJlC!D>iHRr?bO8m z2=FxZuw};w0$BbPIAxnhfT{l6NZLmPI7ZwykVZXEiPX=+_tgBE{3_@2CZq^h955?4f`&6dbP6DL3-M!)Wm;l=(=;j5232^z0sC8j9)z7NQO^&NXpd)rHBekbyQQV1%9eoqFzd?@A&vs@C$1L2i+_SDWqI^LWubwBCQ|$=zIa_2gb!5pz>eye#2D`jY1HW3M&b!E`Z2YMu8`X z3qaN-oR{lpKKvl=iEh%%2LmSl?#65RASp|~Yv1vF;M=OnO{BI*x5mrfUde}Jfu9zo z^7CPKXSv~_J%tc`|K?r2mO@xDd#ZMmr3g;^PWQKYRs_-qzMBnD+fvtG95kZxD>jK< z$&FGB&0+B=BWOWqXhUZ zx`P~{NPs&WFGe?X3Gm-5J|SH_0{r?bE3Cy#fG1I|?=z|MLPl;B&1F#Yh{-ITHo=0)q*pTB&m{Qhr2xxMB-0d6|wzT_Psz^+(ZKfRqqP|^tC6k z(KRA(>oySrd#sgyO%i~9|28WQIU*dMAqrb{5#he{Ckp*25uQgVS@2Ua_mRx@%Y{VH z{qD=xZ$^Z!Hyu;tlSDA(iR5w|Bf>Y{hC^}}O5t2ltxbw)DNG(z2(vUR1<%ZT`-(1= zLaqNz_UnzyllXJ~(+NB`>ZLZF&xB+{31g3{L zn=r8Q$1q7J4VO)g95b7Uz|@@c^|(+mHvS|IeOzorwfIzqWr;@Qe{{(!C8h~C)YrRi z2(_Vq(O0&fy=|y+Ewo7|yBUw!rG8a6t!y2basNPOky1Oxr|`dgR`C{7i_TJLf43tK zkK&~pE3G(xhgNszg9gm>pFAs-jM!P8E*_fEjOSz|XLndq&_j}CXNg`JdOWBMS_^H& ziItH97p5Dr?p>JVd`AO1=Y04Tz}<*z;oL`FI#Y1q*6t%$G8<6takyPaJq2@E=QVWb z8u5bZjn1=0O?YM3L%rObW_%vLz0rfY4v*}$i&5=X6FX97BuN|cLu52ii_6gVXh!?mf$l?#Ex2B4 zxop+mj779l@vm|k(59qPo&634t1QK;!nSJgT2Qf-o>D#T5(w!ueN&IpDdCEYl69Eu zZJsskRf8ft%l)@j>TrFZv+Rpw6#N;aYeVEmwBlaPlcS?x_Iqxtf6<7m9Na=jQYgrm zH2(R>8w%3V*-3_JBZ}{RUr}z{fD98wqOLnASn6OS|4oIOCu|XdnGfsGnWe6OU8NSk zg-r0L2-TpeP$Qwbj_Qxo1R3k=u&|Fi*6R=j>xXQ1GZ5;KYogJ~!LSwwXdz>c z14rI7G8y@zyKIF^$T+n6Iw2$j(K+~Zvuzxr(wLz+3r8K&oVC-o`%r^5(qnIqzb0d! zQON#@NHRtT3yO6lk#X0qTyDF4B+N2qnSQ`QLi+}i^~eztnz*m3$(NHcAZtWzlaqwD z)&fGR`D9#mpW3w9O+r_LH^+8tBcX8Jj%%~Osxaur<-)|dD&+fqWmW!56*iYFFSLHB z!UCUEi}bcC9OaG*wx@s57iV`N;6X*cjR-kweo`# zc``Lv_JzS(Q=Ez{=7vmXYVhX2OuKsC8Whm&_+iangSrv-2l#f^py7kZ48#A($mDV( zGvX&1Ke<|7P@E;>v}xqn&QUVjJ}zl(c~3?So*F67HZlgW&&^BJlJVxTYgNApWORM| ztEM=MjNRHt&YQ%OQ6Nyjh?|-R{eNzx_j{93%*+l#9mzN*m=k&1l8h~?q%~RtG9Evc zO+a<3UBB5kS9vn}z83J1kS1f-qpCxH#K`DYJh(^}q{hKPV3+ezGG1x)w!FkfMs;O) zy1awBzaA#BqV87CgmO@;khZ75Bdj5xNG+2!9z?WjCdk ziOR#1fxYH)qg5Dwa>t=0Di7bV>b$tuUWHd(`&+ivRiR(j2i9_86$)7UB^YN{VX_~A znKPjZvs-WF_r9(|epSJZP#-E9xy+k8RUvyH^LIC^Dm?m%jX-Nyg*O;tNHUsKdrJkM zKxHbQhkSl--LAq&hnd{xGF2#Pk$R``PX#K)k*Y5Ks=%7Udl&Q;D)8doxbESv6u}S?k3qPv4n6!2llD>TIiK9_&y@IT zWSm_Y9-OU0Mz4lX=G1y2AK6^u&QXhht?&}9RvlKF?!91RR)?$?!%sy~@rI*){g7Qf z_Ni=(SahJiLuiyRnp2PLITr2XKM{RoeZ9sA6wC-XQgX?@0dG|ttR1-9fZR4umKe-y z@uaO!>{rQpeA4Y;d4QgRoZd_(tV4(++6(viI;roM3~rAXXh5kxuaaQ51{6_!t30Pm z!3mnda(O>V2d#H&T&w-6yvyFJD_)44P zxh5RAGS=NlXh4aNOSxCm#1pYXd2WX zclky$dUeiuz{w`s-=cIl5IS6YxYJm0t`f{G?r zAO2En#rFj?on_LksPZCtV|zp^PVG4>zu?e{j}B=*J3?ti-R_$o<)T}0;m<1Z zE8EcUh)DPW8tV9q%4-q3+VOt?009606qk8Cl;0P}r$|DXP^oN{iWVUx$q~wuB1uI_ zwuDMZXd9AbYwT-`UD;;Fm>KJ_j>*vCG&W<519@>Guo?YbZ+&_)(v0h}t&LMnxOmRG z^FTR~ixDF~oF4WzV_Bk&!MlDg9^YZAsb9iHx8I*clB!$q;x84UPX}62Tj!ElkZ&uV z)RsB5sj?N-ILT%k-C9xBRY&jphE|lcvQ&F1*^2E)w10?&wcyq{n;p%0El3?2i|>tY z!JyFK?dFSI6o?NFzuw8k{)sDI8;ZDCS9O$X7sEwLyYOlkKQ3~<%6rPqa?$h9{<^7+ zEqE?RH-_uif*S-6C?vVHU`dk9RZ}A_8tT8V-(%B^n+~H>G9L$vm%V>_@kt}@x-`~o zZO%ca$YYCl##}VfUw82O7#I1kC%wKL$;Fe!z21_2T)fIW%30^rg8jp9mS5C_R?mIU2Kl4pmFfI z%kl?HZJJO^E%5S3>n4ntivM7Kj)OQq(yhGMjNR@xeZ42SsJtTB_i_#guj{_byF%gM zQIpsGfU3zN+($3}c|W0?txHll=OS-%UT0qq87F6_5zKmoT5(@;hux-7MSuwkJA zo$J)C);w**ZR%#OM>89-PC--QzllaP$;tidH{6Ip4x7bOn^5AA(2eA$ zO<18Bdg;T5CKNUQ(8j54!c+aZ4Q&%ms66Ar=i3>ISw6&tmn>%x_B ztN0eAW#^y-@BOdQ9{FIB(1ND~ihazswBm|8(qYf+TXEMxk9YS^w<0;8?CfmZijgyK zRgxQ8asBfh5$@Dh{P@6N}5o3c0Uw0j#~UfpK;ETs*# zJz^IZ+uE?O^Fm9?d>dxhw|29X+YzsMtO<2$M=|rMz9XsaxU`huw&hhj`rM*yO?%Of z>$m4ehxW9il*9dlt`;50uey6_k97xH_5U~j_k9Qcjd_c@AohuLDb>gdkPFeE;U3fjP>&(D(CniigEZMQW3&a1e>kT7!p`?`D zP*zA6&gQsnsFIM@g$w$T!~=F+xHa$d>Sxwncxu0B@S0OySlKrG&wFhb zZc?l_{cOyO|IT$eVbFzgkzVtt(}l)w>~HPc--R!tL?|_TyRc1~f71n}E_~CUD$&z0>QGB=APn(fW^eNi5PVHJJp0AdW(st{_2X-2qhD)9J?^gA$500HUG^4BZ zQ=t_Z;lAQXe6&3y+VC%TF;++UWNrGW3 z9;E->AvD^86n^pZpSZk!MyDKAD`-Lf`JeTy<1I)RDM`Ge-h$cPKkgRDwqR4!2XKNqwGbsBJl{JviCdOg0oQ`3`u zs2+7LQkL?cug4TuvmGxs)}eg73j0}W6`J?7#BvHMFyhd+uSa}pQLaW-^{jjiQWc#v zwB2jbL8Cvqpt=r8|N6#N*md|+Y*$zFk_L=?-bT|P)MB9CJ@#*7#AlbED6jsFSkKL^ zotxsdi!zE(rFu2a{@S6E_NWSpDMov86)UlZVe&^tum)E-=_)C1sKI~xvW^R>*5G7B zh(cz1HSTOX6!3d(H42_`%Y8dsi5JfYbnNx1#AN31vrp?Pkq>7x3B(HAxt~Hh`Jx;z z+6%3@d9ecTy(sb^>s6q!_uZ5O*UIs)!pUeNg^ec5o(rt9F2@tE+S0}&*qGyF)OYMY z8^50YGJRx_iJY#wPHGGbW3Sbpx4Xf@2EVHQTwLg-7O79?M@S!~Q?VXD_W}Vq=*^t=ujKc5=@P#0)aft|H?s zfyqF9zUtla*`+x1k9>l3r4*g*K3jbhXW({;T-oE(G>l6dIolsb$72S6x`Y+!7@)~n zSC~)7{#5r(3MzEm_3y&tnsho&QRhajm8p2434-=UQBkU_;rGCo67;TP4qBU1(emr{ z%cZA_u+ZW3wcpc4m|D3p{byPs4*t#FC4Q&~gX&6DPmdR%UZkYsmXt!w>`S5ym_9|Z ziYzk=;d~T&U9Ma@l8-LU4MN-N^DyL_zv!{Le2gzlmX@RBAd!~nxxX$K?Kw|Q={(Is z`Ga%827-CmpYBCUY|6knub(pI%d?R2hxj2xEE8*vzcBe~mW7rZHnm9}%|yw{eFkkG zo}lIqI`KnH3KGJIk-yY4FqLB|zG#txjifiHF9~HJb(a89!7ClfPpNTLUlLGl0&oBQ z7K68(2rtLYWg9X%Sh_M02l7Kw@)KXgUXgV}^dnafDn$Dh?!b_q$%Kff88IwQg7 z#r=Yhj#w*t;GD3Z0}?g~EcX_*N8Jba;8%_vlEilt)%|RdK({|KlWT*7!_PI3y*h&= z_0+cA{8mW#^8447y(f`yVH1gMZ;k}>orjNZIf{hV2gJI2hmnw)%|3F!hax88F^(%a=v*=rn-Bzt!(v+yDkBt!Z}^zD!U6TR=5=aFULF3J9`#0e7x8iNSQrUU($IXy>^c< zQ?vtJm-Nhw(HEiCzfs5QpFQYW^o|5MIznxo!oT`t0%3qVRVICl7zT2$;t^>vD z*NDc{bs+tmKUbgc34_PxImga>f!sl>O?|7qfpV7R>d5g1l5TH zu!~)z-_ygRm*h#?klUcU?X%OE_8rg_HooQk^9~Gd`7e4g=Pu|P$rpxN-vc7?&+Y`6p+b z`5Oe}2!}msCmw*urNyeDf(Jk>&^A#N2!>kM53jG<1p|>)V$Y}u2J%|>Z!;1PdHem7 z4_tc)y0e7Epq7U~l&gEtx+MgZnU=!DyCFc9k|m$&4S@;sT8R|ZN1%I3GI=ok5!l%q zY})qu5fJ8L3fvBb!i1)`7A=Lx_2ylFeuqMLj+2|Vc^D8%$)bVJ!eEfIvZ|Rs97wAB zJyu=_2MBTMe0L=R>{R}plIKQ%$5#K@%bO#idqv5^lG~9$ zcAcG?dL0QQ5@>0uJO=X!ffM(_9s_0VfO_L69;YX~`Q^wk>Zw$*?HC!%lO!jN{K?>3 z?5*IIM~3N=;42X?$>7n-dR4L{3Pz8__`Xnzg8U%9Yrk!xfXnLcmV6WigZTk8ZDtfm zYWGWB9Et+=^Hbu%#Aq1A+TenN(LiKgI{n-=8YrC!C;lcx!!*Hlr*u;^D91$v>P<$& z#Cfr|&ayGUy)>Tq$TS9AZfXcW^NRuH1vl5`+!#>!95OlB!=v;=;Xi~}IFpqcCZH4x z=Br#*ird5jrDwmsbVw{DI=@)2P!yM>h zjswzg;DML%aiF}z=Yw!#90>}2Sn*Z4kVd)kgI&-*m*P_d{sT?b^PK%`NGWY zf!ugtSM*Y{U&aG>e->%gTojPv0<&K!MgysSg}nD^o=&aos^Oq$(CyW#QKd(Nxn0Wf zYwx2$p>3INo=6Pz5@$ZW+aCkdJMCYJUy6b5yKJLFu{`_K_GyQ@7_d_~S$gX`k6}-j zhi#07d?~$maYnJAJ18zexe*I&H_Wm(q*5SdjcK%KD-h2Sz@J z*RD9t(;E^Mq8P-p<1QPT(&9kQ{(G9oyEstzxB5?ok?ze~5yC4k3wff+-^M3^41-{WeP2!!{hm%{HS0!1^lu$Y<%zK_ENo)07f zvGcF*FQFu`bF$%ItC<8LG7GtyPCUwHpSOul0zpBLzl%vgl)3kZ@-+#}m+5sktWO4l z=li0OBgruO%_@9_cQR1VIb7bAkqj^Kd8sFq3Y5R12~PV`!R4yW*$~H6(2S|vSP+#8 zAxi_^b=0IntdYKB3|5X)x-_yAYn@QAZ?EF)$5Ccb8u#tj{^`}9172|8v zigX}6vMpt3q=OxE-0zJ;Iw-iF)14)!gWx8%fOJhduOBb%fG_F5UX@|2B0_=0z14;F zn<+50qF2;%KLy$?e|df~qd@pg;%gsg3fSFJ-Y<&amO>BpOI%@ zRZ9Wl*qf$fZz!O)Q$+FoHwqXnHwgFO&j9zvyFZp}%mDARl@>8788B@>T_$hDqqN$3 zrfmioxVhgpypaL1@6+D*hGl@nFjvntlgIJTIse!hpinv^7}1phiG_1+G9$cstS354 z<}$#%?Ul+Q@l0NSqQ<^Z%!K|sL4O@|GkNEmjrDJl*59-}EE}e!J}Z=GWJA!J(HIkUHmG^M73}ZK=GE2s(Unix;9@_&X7OJ( zoHI@>CX3|&N$SLj&5AjonRIiu6mnpfwr%!ds~iZDQ80Yto&$4N`g>jO=K!&cerz_0 z=YL$37)H$jyXu5OspcFY_ujlyG>`-4p#Q0Gx8ucNL8N2$^#1f#v|p5!a$NljpjWn1p_$B!cVCFm%_{)Q zZCV{I)dfI4_Tqre%L4EnODLTfFMxA1s;fel6oP>^D#}R~f=7hkdA3p^NE#%mn;$NO z{+nK>Kid?7eD9%KcRYE1?Ij*!j|ySx=ZQ_Z>4l&$w~(aCECji}F+yv5A#fQBWb2_q zpd@ETj?WYVN#6aSKd}h7+Ya`w*j@y^HhJMm2a7;+g`c0IC6CJrOUhk&eh*YL2`BF`Rj{_K{9? zF>nQBzIOE#!%J~1Dm=4Y}0z-!}g_uX3(s{k{~LaF=75^{Fn+;TcsXH zCsQG0V6XmvIaF8>{rPtbjh9bdsmQ&GH*ajdeOWUVCMW0DExe#YVqanVk#|(ExFAV- zJVu4L7G#y)DJl>GZ3pEDG?)zQ3%e{#167SXd+BRwAVyyPW_A+|lueU-^mo%BE$y{f zxF!uO>HI}6^=Uwik};Gvqk*H-e?v~zG?>jz4=#41LBGSvy?;GuK(1f^9d6S=X6;x- z$U_?BZ&?21c{B|u_SfS#q|w0r*1bjm+ z$ZHyC`PoH1|3HIUWwZMmzR_UUw577cG!2SZyt`e%M+X|A>Veh{bEf}1FW&O>1^LT#nC9Of ze#M&(?TQC8*!SqbZJ0i>EQ}5ta%QJ3;^`1-6fsK4pu?Qf>@bVzkptT?-d4)$BM zGP339U}?os`?iw~j?9>Zz596Uy7R)$SC0;@Z$6)?Iz|VBOH$f|vpl`ditz@HJbiQT zS&y#K!F@2QrpuoW>?7N=)&}$9KKL8kM$v)Tcq}|Ol@1Cv{D*(!(czugkeOyF9aOWY zA_8jYV6-*kQ)>$yo=xWJNxY(ip2o|#^MkzS<#J!L*HJ zPMzj^_gpD#kRA|izElbtzb_Yvdhx~+g-p-fEd>$X7e6VFO5vQJZR%KTDU1{?ny6Ar zVM=UZ&cA?XD~r(@n7ncGCTEfQQi%SnA$_W&6fBEcd!F=`LgG>3(2=21kbm_Q_WURX z#~uDt|39frFJH;8UB&>qeVEOP)eI0C`m)kOiUC2cR7~E^;Qfa!cnqmBAUS$&(=Htb zc${v3;cd)-={;fht1TIz_0ddCz>Wc_sXIO$cVmE*_15?V9|pwI4GaeZ7;tC3;OZJrn~E$3Xbuan& z84$Q7?!nd13>dFB+{c<^fcEXF(ZzWN)cj6PHd;{zwl@x#MoE-`5cTzZpKKXWQm>S3 z-pTVHTXNA&qYO-+M~g8Im4S@Rmc}{LGT6Md^v2;cWnd|-zdh2S43q|YdS72HgWgD| zP+9*n&@r4o;PRjhY6Zi;QORZCStXY~lTro?+Dvo3yfUDkH(eS=F9XeqkEK1;Ww5lx z&q=DK3{>lh>zrQl@>STATCLo;&wTILXw?1Qn z&VjZ+VoWBy*mp7Crj7|mH2$8=Zf8QIdW7(|H$1=EmTL7OCiv_vzk2sO6C_m3o0y zMl8smUMLi?WP$UKSld$GBClPs9H#g#CdXMu>fEhj;c4KnUiHwVSppx_v)s3^;Z9p~i!yS{@B+bo&k z73#ckQ&SzjLu`;R`1s?fDH{Z}eKTTDvte%Us*?luY?#=Y&A;s`8-}-NF|Ycu;qAum zOROL^ybyO@Paw0QU3jk5D1{9izUbRgxooKaw_WKijSV%ws^4#}W<%ANlTmJ5HdG9a z=`niP!2a*v)Z9BZFniYI9v)`{qpjd{HcR$!_tkRUdkG;aMIoi6lC|FN``7u*nK{qQ znX}A1p^m}y=Ik1r+bw-&S$+)y%^s}stgJ!67Q?oDMh$#731WUW*1%_-m!U~V4LsE* z2BUjx;I5REDHyK7!9}ZWmQK{bNt!(4K8pkg@x8@Q7LZ^&)$cK)NP_jxa5*Cl5-h*S zaUwU8VA}UIm}f%5wl~|>EZRkaacf(rt0M^pjlOYt?j-24MNEcIkg%SdKCB;1f>yb9 zPQ+yrGzwVub@3#udgv@Bdz%F1yWh&4b4gH4i}rp{M8eW|Mfss>66CIw)a!CckO{L4 z4QnDnDyVxMr;CI+et~c2^^+jxC6ToM2MK=30u zKSY^~Z^mPDn3`k^=_XW5>XXs0waV9FI~l#Js+I2UCgYu=t)S0|j4rv45!#+)v`dBR z1fL|MMNGDr8bXF}@=@BHXfk-CTP*C7$fzB9Id(gf3|8;4r|%z;LF<}v(JUo{)RHD0 zNFn0|Pm@ZjBcqH(4-ju9<2h-+s?9qx^2@%wy!n}o$N7<0-u@yZH&<1*uV|rgr^DL1O6aqLj@P#0B1U?=qv{s_#ZwH9HETJnNW# z2Pud+cqpjCn}Se>pXxKGDL7|+z1sF zk5gbdl&tw&oC?!kjW=U5RBY>_BtVf0;}(Z)v8$;t;0=Cn)}ca|74cx12^H%}iyb|8 zQlV9rKdZoj3XS~jFMb}PVpVSYF_RNiC};XFi#bb$Vyal9;1U%}<1)gR##12|wSN8K zbSh**IXzDvP$3m~FlD5WiaEX`rbg9Nh?i>Y`%IYL}$j zCn`pFyd&j}Q1Q*^tpD&76+;`Plnv(6(64#FDMF5h-jxQCbt`Ciw~VhVt4TxGLeG!R zdNj04j^BC!8d^jXcMe(8Ae>N}&~>7L_oF61>~2{Jd>SB!;6L|s|N1SP{!Qaw&4*C&udy^LP}`JFFj$%B-8Nt*}p-_IvR2x+{$!l zp&|RuI-9$1X~;}r&h!n^kbeC@vGy+-QX_{wg8$Kwc;Sj1O^S}VGs`%0meO(cL~*d) zN;;yBSggs=rX#}TP3L<eS6+1J6qp8A}Pv2PjJ&GC)X?qk4;q2Jd$$iPmDh)M7_ z1}v%@Z!Y`AfLTTQFm-}~9VJIBJ^wL)LhYP6vzgfX^v|DsDJHh$vFz<+nJ~J4=5V{*;B7;PptBt&~_>N4?PtQ}2Y$i%v6Mft$3 zOlV&IbZV&?6Kldt>PfqpSRE3!@~|xvYG*A&#rH9>^7O*iCoW8=_;;_fIn2b0<4>YT zjxwQiH1O?BUnZ7$Y&9@C&4j$0MAF+}CYCt24n&3#Nzp5!#q4(POQ^T zs7|S2V!_%23k~Q@h^nvh?cy-;U1gXR!DFIBsai>`nF+G|m9urPn7FsdR^a!BiAxKX zX~=$H!b|#NL`6Rnc5{n6oWC-$Q#@2><_97FGr#`e4-+S+7W7)oF!AV5m+_Do3sXNI zr6o$RaBAfAS6vwvX1;E*=vc%;&gVJVVar&s>VG+=qQb(L-Yh$gI$_sy?CEhW7HZz; ziq6+zp`c^NrBt7VHLdk!`?s*LP?#n?xt#^adiSH*mMru!HL0dHEHsdQEg9I$f?7E} zApQUgngwxn8xFCs@!@{eHcu8x@2Xx1InDxZeR;V&fQ2i`FSM9JEa)djUh%%bf_Rcm zx8x-jV$$UGpGUJGpVfQAA&v$5)1v;dBo-Fbgy8Ni!j5m2fxAS!Ju*M~?z7-B`r0b? zF$?QN9_4BmvhZN`>8a*Y7H<7D-WOcOf}nqP(K0Fv=Sj`8X)I!2=kB_D*0XRz(Wh#T zkOlT*9od3b7XDM6I&Sxxh1ZE(=FfL582(FA%=k#`H|k)J$q=E}Ud@01orS|oM$}_| zv+&7@d{J|Xg$apk?E(=tp22ZL;2bt)=BUOloyW!__u==Xg=}2XCmS7>XXAwT^;Gc{ zY>1Z}`0`{G8`9L(<~D2DP*VDtHS!-DIcD_VH#ZSDxz}xtjMzlp_C9&Ljg2q#r6N)0 zY=mWWI%`<7p(1s=lxIiitsSIJ?PtSKMA~bSD>1sU$Wn~8|(y1~Xy`8nk z->j#0hYd9)nZ&wmHX0;t2mJEb_@NTLT{fSMW$yRyR1~ujG?+B%T*-!}=C<84BsS!e z(;q%yuwgfLb;_cajp0l&$Du|x^zY2hPkhP7-g_A$n>q;nr8cLIZX!Q>J{5-bvJt## zp1A5D8#`|2xNwFET!uvH@t;I~{AiN%C)il=a?8=uzigbE_{rEmi-RW@cc@NEa`4|t z$EfTD9Gp6@FkrfbgP1v5wgZYBP`ztj#H(^Jbuv;#M}vdek@Tx=>o`amG8hWk$iXco z)14~}Ihe`&oyj!e;I*MkueT|I*G*EC+Qq>NOBK`SdpK}>C_Lcc$iY^tF}E>i4h-2g z`!n4+c-3%w=eDC9{8-z+wf6)EN-9?=S;`bICym9mi#&n2ggdJmvS077%sg1)uD+43on;F zEo~h9G5Z>B(#65*n(y;(^l&hD|Dv_*kA$Crle_yqbFh|r{{tt9i`{jD{LY(P)USJ1 z`{xc9b0#Ee*5+_Ar1Nm-WF8mh@+8zg<3ekxsMLmHE^I;zqaIao;nx|Py@tfaU9WbN z3OW}LY9H5FbGbMYWcK|tj|+E)k|jyaTVL~NG6K)kc~v^NTo#5<}qsFh4&W8Y>Er5#I%_hTHnt9}g|@BS6O zvN0syb#3=ADKZOj3c7JuDJ&c?Y{?JSXQS@g=(B+3Y}ALn$ooh9Yg0EdCEUisyy}Uo z=AkUq|L%VBO_PPi%Ih`vIWqAn;iYNmNhXYy&)>)<>WkudK%YbkQP13$3iVepVRAEY zRcILl1AN|_$3$Hgc^+23X&V!Z7c;598i_vT_tTz)RtAV_-5JnI$IpQRtVoO|dT9b)>kfVQvn@xkc{!(3PAq{Tw){Ey4QqZ--?PKe23XFVH zx_pWLdfrNz^-Z!=9Nf6uKth>{)zeS%o|{wPWxb!z-b+DBPhERRhQ7od7vC~6UhSOsel3fPm8z%yd)GpS16gUBqDt^GTeUs^Z6e{@ zKZ9unOM*YmXd3oisDUG6r$|mh4Qicfr?xVy(fsh6Nn}ek?mRy_EbOhu{x6bTwb5$) zidiyJWL*V!&!MLqWoi)HYrxy(U4?A7v&ZOXs!-T z8<0F&0soK#$9bnKpdhb5NxfKs1JQ@l-o{lxJH1k%m{Ea;Da#@uGAP%FnhGq-!R@~nI1y6@%V7BzIjLpHha??z0Q5n1hlj~FxO7PVE+LGrP zCHRsWd{*XB2_E_RrJ%F~@4StU?WC5#GL1a%tY`_we`eg=HNOOE7p_SySyqA{GKt}z z)JxFXc+$C6rvw!7sb6f966_0qb$)PH365p5#F#6JVX>w3Xud%)#Co;`QtXQ1gOf9N z4;13CQ_`o?rwh@Po96u^wh&uO8t*NBPzZ6cUTSZ3Aw159uJUg#L`2;E4(321awc!4 z|M*)7(fbcR1G@^sa{GfxX}ao~@R3%vlI&$j!lZ!dtcOM~|4*8(J5-FmJjG9N*@ zUH6V;TGU4ioyzWjJxykZuj_^_R)NN)GTv5BUu1JY}6-7)dFmx zMRsHx6ktMUPveF?1+dy?VMz5V0QqH=_O8$Zk7SO>k(x~WEJ5{?MOrH!D0ka_5Kx}E{5!a_L=sp#gMl?-z|2p7z(odGR^X0 zq&0~R?A!SqAI)9d&{GV}zoxE>eiwuJD)O$=>=N`}{t-8`paiA)J2z6hOW@&o)M=)_ z1le}}b7w|Mz{yQkt(Yul}qtB$yMQX zaTz*%?pH)tm!aA8)n9LB8ECO;8p*seBsgC1k!&kNQLj{-@NF5Y5ATlZ7$EL{f7%zt z(K7THHk%Hx%JH-)$T~()4u1F~+q|5rz?dPvM?^`+Y>)zaum?+1RVb_Zb zW>vubLm};Tdj+00v=?kttU%vimb%sI3T!#j6X2y&0ecFqbBlN-W*sXvJt$L&uN|x- z7nW5*^=PEzZS_hVI69F~yrB|V*(RD)<4WjgB&bwbRHEYiRAI6`@jsXtr*3ww#O%da z+%ml@@lM-4Dfd(*3cdQTSX?0N;*#yLv#4>; z{rV&-YKm6z;S)8G zT|cwldKL+PXRo#SE<-|=aBt0lWhA(1^@<0mkuaXAdUw@-Bq)VO;hX^pkNwTNqd-En zWP0t)02xe*pSbD|GD^;AnBAWw!#d!Ncg8FVG&o!5&R#%)cCc36n=cf!w?uAeSEoSr zMHf|6hXPXWK@)7Dph5m+d9)=3m*?7=35dGr^okt0^biHpKDy2B$0;~CU*=?95Cz6b zDl(rUD7YspEv_6#K^|p6kIgL#SY7g^7Xzt?+PqcldI2GiMEgCCrK00>BJ!9NT-24D zP06N0K?-q{4hl*JRK4F-P|@~*d1H!B#c8jPWh)!0NY>ljWY0{hjaa<4zp`?Xhh}4>Zj6?Ez!Gp!96+@-HZnM zo-vRXzFS~hM#s2@WO_D*=wpf{tBY&tSfG(?c&(X^=rwWW%h?Qk{pFJIy^aB&?}D&K zJ_E_Fg;df@2BLmt9%r^QAk-2ly?eue!B%uie_-H{XpUyM0~0$)qFxujFpza^yVal@ z6O|(C`kH<-P`O0bR`M7VI-kdFyZxB(yR*F{@H7*R+#|c0XPK~1zsBT-F!6YHwPSoZ z6E>yAS}R;xkXs@XOmQdrz{Z$m5daSL-5it#~}-GqVIe(?9nX2 zChCL=&q;=jLjNh()VbGa=1YT8!=v;b2_rv zF!^D3P~!m`%U8#bu71RZm7QzX$ER%kR8^n6RLI8d-2PV4R1S*Xt?;eA#ewew=kNSG z9LViia!fUwgE*)4f2ag+aS#<&#dh_V}ICCzZ3f`^%YsJN{i?3Bq+i~%D%%(GJS6@Jfvd|6#8<}o7NrT)yIX~8uiT|2e~-vv9Rel z!7D}-u>bo{F08uN4xgRiB6Exz^ZPFsKE)e0`OT_DYJAUjfn+Uo%fhcOSWt`TgOc)U zi)(TDljWKTg<42Aeq+b3sD*8zn&_*QwODhs=Dx{-I<(l|jW=6VhlJ!KYnCm>aT;nQeIV_XFcLn&XtUe)FGFZD7F7&JqiO&>#qgYqv4?{ z`S$sGj0Bn0goW3m<7I20R%AU${@)JYi>Zec>xA8_>-CWBc%$8OqaNE^7XEydQV)+y zeyxkHHK1Bzm#jm41CAOMo`0Lv0PRE33&}SdFm_1C@co?zM8CM{Vw}@}BS~UUUgR~v zKMH8;la%}6Px^b zU>*6~mT`uM&yzv2Qs;R{uWvsZ8_vTrRhMbGC?3Z6URh7B@vz#LpKNx62g@kk10Pd~ z^-DVcT+85L+uZCcUdtL`?CUbn@{ou1wM9K4&v=M+_?V_#%!BWxL^pN?592fQ$Gu5B zf+u8Y%wiDZ)~4&3TpqlguV}4q(%{c9@Nzvf6Z&>VUw--Xa6^Z|0PRw{<=0o zL0ayT+mS}dZ4ou(`ZPk>#Jh5feca|`Ha8bNs?5o~+D5t{{l#UH~P;Uj*)>QYoA zNY7?9D#bP;&-93L^^Ha_Tcaf%(i$;ww(M4aMkBUu(N8&(-H7Cd=NE?`HX?Ig>8^dx z8et-x{qg?uMubfi~hTLkigG${eESDPt<{!o;AaK zs4iAoAspqSs_5jb;BjJ}KQpcLm++gwnP7?VfYfz-Jnz4iX|$1#Z>x`|zBk}wCZK z*0I8!e3Tf}ow96g#IchG%cULp$gTGce(cQ0YX=jX9qxQcNraVkd+{+RXsh>y6MX1$ zT*>mM_)rfMuc|uBN4jduYL`$xWWqJ+QmgTt>n)I6l_W{k&cP_3L50 zL_Gn9j6Bxr84JKWM3sCE0hFb>|Aku!&~mQVPGz?MBHPRxX!ZgmZ1%k8;v|6H#SM+^e@3&Awo~2?AbkEh^}WL9 zd1^v@jBXCG)D%KEYiZEXdLdS=U9l%gPl$o!useFjLIjl*FX;j?&)J)P$wCPGmr>K| zyM~>6u8j;Ohk&{9gJa?3M z6evV{hSmkE5FuKAOlX_5vR%5(oN{G>x_QpXHsiViYc zRDG{mI+)%l7I0algT=+?d(&6xkb8=^Yh{axyCwDNSs1XalY2XiodI<1Ao>*!20VT? z^Px%2F!PBDAXKg0Cz|CM6@^qRymF1Z%8tL|CZ+iIcWxb>sF*=jx*pH#-slI2?ls^ zC-N7bVt`52nRq`%28e$7z;CR~fMFJ6QL*#P^LM!SEvqu1lw>XTPMra+QW0u3v2@VD zzwk}hW&qm?S8|LV16a!!+CmH&prWC%%P5}?t%IyyXG-bdl-luu4^M}GIAZ=#B^?F^ z12t0W>5y-UyQf2?!+Kg#-`{pRNH?R#)Ly18Z=y%k-_v0vz1|IflMdeAPv6Fk(1ACE zy;E_F4tl32(aJ_Z_69l#*lK@qYo>!k^0%gaopcC4&;6>NMhBm2-5a+)&|&)hz;@10%=h-> z`Wfj+2icx!lM^m<;Lk`m-T1|a9H?{xJVP!nx!tQw{zrmEiKg-O%=jdmQY%=*N zbjauJr9;2PpM^9bIuzFERtEn^2X>9wIrF1*`22j_Q%Hu{@2aOX=<;;%cxxIQsKmVI z>YoWo6*}0<1ifHfpo7}K?jRo>Iyl<$N{brNp`7C_YBy!-sO?Cx_(}tL8~z0WYdRQ5 zq%IZyroj(Z+s7tzG&o+}Gr9DS1}o>tN^dr3u<5IKSBsSnILyhI-yF<78tcnVbn6sNMeXFxy*Z{H}Pj@_rgD6k|@=4AFq+iD&!%Z#1Zo-1%!{a96$SVx#~KumQ)gdBQZ%J2fd;DMka1WMfZ~6b%mC zmQ{Hz$IR=xyWxQX4Q}L=Yizdlg07Rq$|BI+HeC!41jE9fCXv-+MuIS7_$B$zJelHJ$rA-3wx~y0~ee5KDst2xqn@Vg@?tx4x@|FA01If*0EehH_aA(}|5SvjCjFb*$jQDf|kKNP6 zS5La(wlT*crSNVbr!VOeV!A;ljHcBm(G4VnFUm%#-H^X6C|K=uHy8#w-MoIb8>#~$ zued-r2*`8#_-b{-YM{zw_@ge+tW}jtz1$7sjnZqlYs~#)r#Lzyy5N$}C(g0hF6h+! zthSZd1$Q-H^X*UTf;;9cudI~1VB|5c;$4+45IuP6qL)S&5TZ}61?zT!#gwr{l5rQ9 z=YR3WUG0L&D@`nYmR)dNc56~YsuSc6hkF}rcEXvWvA%q^E|`u~Qsd|90(+4!L46mP z`+s_7Ty#6(_+#w3{U)8jnpG$C*{l=F2>ZWpE_MLpPK3qojSdLkI%jp0trHGJ#b#}C zb%N9PuL2yn4sg^^?@X=ifb-3a<`&cenlbPG)oiuHfv;^DN}L@~biwtz<-QJhm*Ux> z-p~%W8jhIWcWMXjZoc2wAGSkQf};J0pmtEI6;@5_YJ-KNQR_y7Z7?=*-=}h-4b1lG z^H5XTz{%4@Mo+g59tpPZ5w>gt{DV4jfomJ6MIZZ)qqIVh_T^#wN3F2q%Hom0$X1X$ z>m_|ewG}!KiH(gWwScCvF<()B3-GYM+3!ehf#n_5HeAjvu=l%__rjwV758JwFwXdNFVvq3J@(m~QzxkKPf(()=sXol^8Pt;=ulzrOmXAHY7^`ky@)Yp zr-G1!F@_ z-J+c##8B~IxyaGAa{6MJ+vkqdyufJ9xU%yR8mRuf=)F?W%*HyYJX#3DyCz-(wrQcpYT?^S5wGtOfV#&;ZJtT5xzhX2Vxf z3+&w2JM77|@MN;~ErC)CQ*U>AvG&x$-wPWz%?E0MbEWBMl1?pbmwhy_W?Bmk8+j6; z*0r#J_ZK(5TMJZcj=ASvwO}^2tvV&77DB{l_Xt?mKwd&az_)uf;2_WQtMN$|g;#+@gjb(QQ5E<;&fnvjR|#BsI}VG`D`8*S zkL=F_WWdWw-sav_37#*@`u~y1;4s2-;H(oF)V*26_s5aIZM9Z|Y)pc&jt)!JC?d%6 zkFo5sB!Xa2!auH4MEDdIR_Yf<0MBB^q3XK?DBvjZi@Au0-+HNw>Tn8iZpgm^x11QI#NRPx})!SvgsmvW&c>Va#GeGVjfZoXo( z$bkTxPc7Gta$xkSON(Sk7P!`xiVHr?0#Sp!qkD`pfr8=5_*eKEJI>OR5q3|>jSpKN!0^Z zz972uYFP+t2xPUNxxaT;2w;$NbT?l(P$Z344lu%ikuQ|3MAG zFCYk4cVI1^r-=kgvE%Yv-gJvTRfvS8={yPZL67KGlPF)#R)4HWFd zYl6JFpyJ}2)o?EdhN=QfDqFL`^V>wQL=Ur{gbOfVS@J;rqWgT<={ykSE}MOPBM)@5 z_eq@#$b*WVc@7+*`M|w5OG-4X02pW5Hf}OeUV@lx?_B`G`T{eemIV-*yR3|tErg+k zpCdPC^1;ED^;}g!0o2>>7TaS}1g-(wNd9vLkj0L>;gwhjq`*3f-KUE{v*O$JkcL87 z588eDvt}XiDuD0Z?gFs5ADwUepb$o{(6H~si@@uyXH?;jB4|mmXth3506~s**3VRn zKsP+Kr){$kgr|jz3 z&Skdy>_3FLE8rdZ%KL>R=A4cVjQDhb05{As*+!XbO3#@-Lv=jNWpT?$Tql4-Bgdh= zdIWgfRNvkFg~aTCy>k{5Bv>AQ+-f<`Tt~{9*Ekd4cXpnUm?r_gIlnr%D~JFhQ^Onh z7y@YbIjzm45SYYY#jqs6u` z%jDNcGxS-*1Md;MDQ-If=EkRAjPGIA(~n_0dWZlN?~{Xfr3jF~U9D4jngB^-ejIE- z0C$54jHx~Wt`@d;W}6X!A=PfMVoQLD!eAL&R|2r{^~HbkX2$QbF?9%G#$T;BF*CwL zKxwQ}p9NFL{7>J(0T0q2g)39;<3ZkMJ$u{_5BmO;XoYY*@b4P%3w(hGP5+;5Wf^$z zx@aR>Scr#9-!7^c5%A!a&RLjLkB4)ds~2M0@F3{=ow&4z2Y@^64lO zF&Q7_<%ys#sO9$V91%h<3;ZHz5yA5Z!IE-`2n59wXMR}`!I|{yiui3J1l9Sl-+n*@ zKC;+ySs)SOk1Bs%iX=kPXk)Z`5)o7)qV%FOiST%`tNDEi5wgaPO$t{MLCn{F-LZ+8 zUt%`8yoU(UhcBI39U#IvR-%>mcOq15mupCzCc^kvr-H95LIkW$ao zGw>|m_6{QGMsnF3zGw1ZxSXFj!sO50j{Q8z)b*-_uJ|GmYS(cF_b?>rlCw*w8NT4Z0J{H%_tfSBENnbw`FZ%=ve`zaXl?oZ$dF;{(b;w{X zwP~?nN`?SC?UD=DWVpJ^#_;(aGT<&N?-}+aLvT9BXXzj^+`U~F=JSjU<~CE=t;uAF zW7mJhn?nX}4?l~mWn}QY-~BA4nhYF9x6eLpCIe+gJza=K27Q&L9V{QokQ{$OcXE^r z1turlUr#XadEd#ZHbVx}1QDSXr7FNQzEqD=tpYDaPK5xiDo|%J$vkUP1sv{f*IfD&gbav0OukD(3uO-BmwN z1~#IL{t>ZCU^5gUR>W4q#5U5E^$jx2Y90@W@2CWRx9p?R#451RO}_5@km;ALIQP6^ z>XFyhn38mf3?IL;j8nCk{@JTWT3wP1)MQmya^E}t{G9Bg|6%);AIBY^ZY_CqSRpq>a@U0VHZwcuvR>K;R>HPL*#3r1&13nN6<%>Tt?q zx#kMU6VQC9I?F^})p2>%3W#UdY5Xc)4hbxV5Rz98oqTHtpa2Wsck#sfd6z<&akq2s zPAq)!_N$TkQUWcS!jI+dmckoCYjs*s5e#N_(WCzrK@_%>V<(>Jw>$OTwp8YUl49!Y zGDkjSUx^eGufUR}Ua6(WP&=1-36yJLTlP>l?0TP*DXyP3GuOkD95vOv#Ij2B)o6n?%`AcY2 ze&%Nylnj10c)OjrBpC0v_ch>6hWy`?%Ez5wfWP&H(*FjZLntM#+jvJTTvGgYcg`{t z_FYiod0X`qxbSaJP!>W#GlKhu-i2VO;J!$8b$$pOIV4!kaRJeiV7@d#TZq?vIq&iP zE>QZ#cksGhLh-KO#dJ9x5ynaF6v%p@OFCz8dK-7pN6C7v!|(*L$;+p8Tnj+~?!hzo zQxRyiq!Pc>7KUOrj&Ky~KS#W$NhPPGu=BOe6G(#V`=?z)>IVvMt9roYw5^# zO_20yUpg9_$S7Z4%|tQ%)JsYK^$xkzEa1H!s< zQCCSnkJVfr5)9E!D@xBrjRhxPEK~Ck|91|Xu+ltak&#y=k(7sGw(*zG)a0Xj8o&M{ z$2^o(y54r;Sw89*34U4oFdtD>X*i`D`G{{mc6+I2J{q;yr*kBy5Gfy6=PZjZL`i+S z#Y`U-BGGPox4?};w0#e2`-)~E>agFdw{*M^=>~g8%@`MGa2BDD71lM*^M$A_CVU~EuNVbM?vILDD?CN51$uR6^S9V=ITE@Y?f7D-0)4PQ zt^Z06k5UIcdGmenXg0{NeUAYF33awtiG>l6jP>|Eq81TFPVdJ4y-!41**7Lw5{PKR za4<+)iG=1D*AG@|lF(A)mlMZyNhrRRmsR8v8D-&IeyyJ+qmpH|lqj)EM9=D|GMpnL z-lOk^KGavD$49Pbx<0BzjR9vK)=5+$l}G>7Z_p}{=&FLhiCYztHvQ*Wx}zF(NnVob zFQ`JMhWy55YSl>kr^K#%Hq|KUkny?A@M;w5y7)FJuLj9}z(ma4u0cU|KlFRg)F6_U z_Pf~i8sror^wYbu7HR55aBIlcq5p`s^~B^l)Y5^}=9uW^diy&jqYhpD{&kqnSC8gA zrB*zm>XEWmuxZ<7Jz6_)(rS#o0m-*DCYg*iAdPLRgWrEOpxe9TCH}QHqJ!j1Gqik! zoHl%uVk;4%i7B0+8dK2tfX~3XGzHBZKFj0sfPz%q|KU6vDCltDmzMK`6jYZe{NJr* z3i>=VH}}%83CZpG9#!Msgzo6(#+D~HA>Jxcf9segR2sO$+I_qU#pftK(H?0+ubuc! zk8w~@XJK`!+bJq~M2#r>CqqS&WHqPE2rBZBGk#R@l!{6=eLw#2r=o9uWjX@|RJ6r% zh$NFuMFzOK(U5d1I^=)u%g{?IYCh{Sp%~9xciTxkkEWuI5QmA0P$~*-lQp^cgo?ax z@*BSKrJ{G!Y)vZfmH8cIuHc=iXqT7%p53>o$a2r1z^_;;vcd6_d#_QE z+&K~TlcrR(aBik4)sTvMejm@=sY69SPy9C-a)F9`SS>^xxu{6>*y-E?CFXqw7Tx6- zD!O@H-^+Kc38}lbpS4+PLW+_>!AZ}X5J%_-wVLQA6hia8&l28*?q`pP8eeKc&4<=5 ziv%_yG2UdG5uGNqu2|a5ui1o*CY~;s?ruWqDvw9?xtmbJpunG}1r&79oPF3RkAgN% zWxMCNQ_$Bq?F|uC3Ywer{Py!a1=+TajN!2ek;ODE|0_kv!gJlOPZJ@rgFGxkOnmTS zN!)X!5pCM^DQ@sJqMJu|OhxlIBH#X^6N42E$hnRh8)Dpm?rrOdGB;~L=^1^aGtZfQ zWW%#bQ>aHcTU}n+;W~7;d!LKuTpb#C%%0GCwhlE4r7p5e*P_i+2Up_rYms`KhC$v! z4f?3q_a|(i8gVLHDSV8tMiy@;ge}R{NRYSbQvKa(l)=Fvx`nGkNgV5mIX9|Mef(9O z3)`zu*Mz*-E0s!=av0ZQGeSm3v#f?Z{*ckdLBc+ZXfk@)qHS=WL_#9Q&F(XZgof6g zC%G(1s7!i7EOUW~tX)FheqbRXa#+W$%;QAlszG_n(Mv!A>OR-syAe>;lwk73H+Zx# zmA@0GiATqEmt0@}sX(W$knND-f^ma7Oi1Iht;f zBzX2SK1{3(B`dCNJ`cm99Cft^#J?pd{$f|I=H(JJ=PuOxw7eLVY*Z9c`HIl^*-PsM zcZ(2~=C0AxS%|D_pGH$<3eh-IFTTWlL=zYI@q0ZFEgRX%7`f&lT_xYp#o-*p4V8*4 z*K&|<34iL757|g!D_23nC<}!OUQD_EIukL*DtYf`zd_Y_z0|0vbRzV>X+o~hF{-uLd{h>o#_UW+9dqXtV;Wfk< zyj2fj$yNOG5lKlrqv#LK)dRL@Ha>wRgz6z8Cj?zxQ4OI`Zoi+tb2p(dopn~$@O#2xlFvCj=P|-FAD+VnLY}EIgs*fEp@(< zi{&~?%lbQWz@7c}j+9XWj&v!xM~D?*tF^zpj7I@t9L=|0*inFrSn+?p2?Z$X-ML6t zy8yNWes71)7he+aV@dg2e9z@ngLu*gm&Nv9_xO!~X`0GC!0+esh%jv|tJRUA~3QcwPz} zPL+1cR0%AVr2MHIo>t_<-mkyqAzt$x6)acVs( zG38U7zI>tr-I3aRgjrRv*5QQw3#vlanfJ;!FEa5*Ty%VDFB3sYYql<5#Dw9r?G2$H zRcNm(s2qCDgpG`5om>eMCtb|s9%c~Wx_6Bfco0Y~TcC1e2Md*bhA(rLvrr-MF)Cb$ zg;x*Px0>Fo!Nf8j&3F?Qq(TghqV;R=z5V#H`${zk$(k2r9$ka0yG$geZELVm{onFc zEj1vvbP=CoYS5jrD|m-zEl$6Zn;KBBg{ASkL#zF3aq|FG7N$~*u>cdzwA4CeIE;`1 z%WJWJ?f1(nL3LP15IcB^b!gk%6HeZ$gOit2ip%Oc{5Q*T!H^Ui7n7cd20yO@KS#l{ zNtKO#${!uyO0XgSOCx3ZLpCyY$){uKe>_5V&=Wwtw(s<{MdJY24wadvo=b%;k#GJl%4x*MP7tDRYhEY^X;GHNoZtOI+ zl6=BOY<$(BR0i#5?F>)x95xOWIaW)&D`eY~C zcx-fMu38=5%*Kzb`)d!qq}L;@R19~s5%b|ofZ#qhN_@Dy>;r7PI_V~4sLRF#`?%)h zaW;<1uT@VrWFxNr_jX-VHq6Gi3=NsFA!%qa`N)Ee)47*B_FiE_A^M(LCmrVk{qFf5 zj%>KBd>1I|%0|5KV>y;58~Q>PPGF4 zpEpcQgHzb>GEp1bp2^1JRrvfSkBy_l>2xaM9Hg8PO`yD`8eS*!N#?sVD5&0Y(#W@5)`<|M(8H?g%oQxWZzi*(zwosjNE;v7q@8t z5)FL@PHbFQa`Z%{8yo*>T4v4mVZ$+cW4%fs8=HCzgV!l?5Gr}LQ(KvXFqNX2_Io(E z`f7!H`92OLmSdfa76&i8T+G9CX}i40b{RbmN}NQ?^9?!pzODSgF;fmgx}(<&nQ_qe z@67QC3l6Ttnk4SN!hxKEgh%HM4pOFc<9!@CF!aylZ*rw|lW089;>kg#;DQg1{v7oF z{29JHgoBy4tUlK~;J~>5FWWMTgI|FRDbWNDHl2LM%uC^bU+|i#pUJ^gzL;-LPK zoAC#8Iv?Z1E@pE`aQ|()A}vmW_2gRn#4Qf&Sf6Dxoj3?m$Rdo~IXDrTp*rnD*VAc( zp0pqiOpcHD9}A<`&EMBO_J{+eXw|~lSPq_!m-g;Y;-E+E^!(3h9E5L_61tbe!E6=v zfvrUxs2=&Wu;m#CZ;uy_-ehvH?saU3bR7pr7ZgjBayd{?s(xzHM4!Ws{Km-_9O!=k zcIwF+4q{%9?K|*+gP*a#Zhr3NfRUs7?%o#;y4TBJRT}2toY)Pim*X5Licz&rlNvB=R!V^KKs|@tvHw4k{I70zUb#o66gDy zd}3~s2>qHevF|R4&5yR<_~=FAp||CLe*lS0jnfylgpyEPtKZfVL4T)QtnLs^@8^nI zl*|*_kH)r6W-3X)oA2kCXVLp7H5Sb-AfeVJCXiJ^V)p%E@>nH_c?(5sM_44p)D31l zB1y2ro`mmiAn`rOQu*C;`hQtrVUJfNLShzgSo@xYM!r%Ww}-?JQ=6P?{UoXmTCbHJ zr0v|R=9d2;QE)+B*X%cmiS`NhtZ5SezLZ|f5u)Jx?T(niTndz+PTFsA3hR!HPdr&j zfow8z(_TiQKk3ZNepw1`i&XRd0A@g$zt&S2xIZy}$rcJ0h3izpwo%yYy5x3;3I&F? z>Ax;j3XORYzJVGPVjFK!d@Tx_-$xsI4p3Oroo9mY6cP*GwJ#o_5PT@?n87#&6G_d% zRevam`=xAjoTiYpwaskdEG~*pkGL@Babr|;{DH`7xb4kytz@g#hD~7zp~vMlS3jvEcT$@FA}eLrt{nLX}#VMsW5CM zaq@X+N!V`=US|wiZ=rQv_Op9?`Z5wyO@4b*={oZjRaov$zk5GFPuv(cq3h+tfgy>@ z9LUaisJxec2j(1lD$$(I#&R2G#>g@HeNjFs6H31;MUyptfgx---2D`xLEqm~mG=i9 z1k@oXZdzlpRvqd?tCD*K>YyI-@zBN1b+}>+oyN@~DWl=UubtijTw*N=xd)!=<|&CmFd8mI&t-_6@qgT&Kzp;m`$AX?k| zGdhF?&Hc$z7D+6)8txGt)?|Ulg}@D|rXA<1aV^#I z$M3vqh#tJYRYI#8S-m^tkX;QmZEB|FBPLz{ckbDqU_#5`Y+u4cCN8b6^50h_t!%&m(Ns@7(=zx^qOm6scRc~XRHFQ@hd7ZxFWuj0&wtBN4Ct#$mB zLJ|DMR3+c57s1#@T~Oy}5e`aRcssYO5Q`I(Vxl;OxL~}w?`3NtVu$S%mFa$5#`c!S zSXKdMrk@k>eO5sCr3Md%>Ixvz=4sDYD!}ip?B}!83y`I|;gX7O0TS8Hx#o1A|G@lo zz?5%3S`W_1HBQKfhh@v!{L*|33g?ObZpz17!G6|yyIeTx^*d|~%7xEV!Qii?Tznfl zm~p>67iZ?Ai;T78f{dFzwz)qSwMV{fI7Q{)lIPa#$7!CB*nTE&`*;qPKl(P*_A(nq z9A)dwZ`ruIj_2$(GY4vYV%}Gm=HRV)Yop7y9LToJGJBzu1LxtO*?H%4p!}d~bcR$G zyxtp6Y}}Fsk4DV%*2#j#U9rd|)>(L``0?6|)0wEXp@hbO};B<#VVH7W3!Q%tBP zCu4$fmMhf%1l&cj{s;cVp=Cp!aYK9p!a^D-;fYw>$@=h>(H@Vm4ymc&BhiqLj7~l| z_7G){1Z)nhk3@^hZk_ikk09@PJHGyE1Z0!a?GAIpapLg&eHpr8&^TFfQ2b9APIz>S z4Y=Hcgz~aQ@n=KevAVFa-`gJoUqmfm_4*=lQ@hhPM;|Du_a``P@`k|uHT^Eyt|(ak zc8^r02Q-eI%GI~I4UZt7v_>Bruzpr?Zkb$yfSR=6UK>*g)DBqb{W<^*g;_mBlsVzC z!qs_=%UMFU$ne381@=VZ#xADAmRkgCX56NVWGBMI>P{c!?nFokUKSS4^Ck+K+yC6} z@g@ZR6zAJa1QALXp49r?yhoT^tt-5KCY)HJF>&NTT{t1~@L!wX=Ln+ecm2^sxyOXS z`5D)n?W2e-E~d#`&1fR(Ptd;k8)JxJ3+H{qm2pJyMU}BpDxOgLqHxi(CxO^*oV7}< zF_B2HTP;`=n@G4ix|s#3BoReIoUf(xl87wHw;hLalL-4;A*xdgQ;7D`w%F#eWa6r? zy64gJsYIT)NWbKeLKKu=KAlSeM2i`r?1a2H$58WqRX< zqjwmD;b78LV{-f+_(K6F|vF(>s!l&c7%FG3+go#*Jq?14@QLLDLaq@c#(OaKEOvS|kz5GP%>uCP~Bs!{p9i0g1%YWpO8M+!F~ceK*tk+lfS5 z+=7PHrca0^3bqZ6d*g`S*$Zq8vSWz0E$_v)7Q_$&jrOM1o1zJc#2|m=#g7Ts+j)tb z6dx1c66zJaDjpIovhJ7f9E%{7l7*D|PlORIJz8!;gCT^{uNl>sLPCj_w!Mp-WrB$t zE$Ta%p?-vH!FT2K%RYpX(qO*3ofmOl(A~X^a3*B;*?$fDaD(vZe9uq$dWI0#!e$**{b1;YuT$a&9|cQI`=?P?_@M|^qOrnonpWZmGqG-On^j9v#OTV6R;l# zv;L+gBJ4z8_BfG-(%HrO8;X+$FI+HU%c@gYuFbQ(>*< zzq9o)12-0nG)>5)A?}t{!S22^w4@AwIZ&7mdCiKaOI$Oce0#<9y}L3HW-@eY;b1zn zo@JcSEy{q&nyc-f>@%U|`@Z-2@ob#0kYjX>Wr4d?Tk3UDHVmyi7+X(d<5FCB`y3=qy(?)sl>sNknEuW80hjVRe?Rk(_dL4E>Bo9>#!&QYo z`S7$qHfVOJ03XeyeMj31VE*T;6{EEPN5f+liM}p?z(D9q@y$hWT6W8heCOF>nm>+vZ7C^+(C&Ik z)l0=#5G`50X;~?lw?}6)c_rwvc9kDoQ;G+D!57xj^SGVwEBdHX9L}C~I#KKy$}1D* z$m>2s^AhX1A&O=2y4zVVcB%~910`Qn+$@9ioFRk1>g6aJSBY&pR1Q7;jEj}J9w0s1x|MBt(^W-4k7(mG2?IL$b3=F`xjqGg;x53XBMEW(zu0Vkz%_xZ}Y}I8L+oE?iIv&2bBMV+n14_DkI#6(%aG z{qOt9S3yc<;qvEn-x4tM;#~&661#=I7&-e^;hn$3M=Q%J6r9xl&;CReI-GvZoKj>W z>^|4cUYQBERk^*N4l!YDEX6B7Ta760f!+KkOxRmrOepVVB5-^Dm*zdys0kTzBNs6H-__yBbK|3;PwEhs-WJTeP>14Hs~GR{I(Q4MU<_ulv2RA{A_rj( z7D%`EJMrm$IA>(tzECzk%^5C!JIF?q%7LkQrEKWUaQ%>1#etMW+K#_RXBxX0ydFukrbrb+VpqEQ|MFRXKYKMAb97Cc+5ExwgpNzwJk`v zSI?gkq`5IsWnf8+9qoTxm&cDgG;f-3`Z3>~gma3G-=q(T?zyU$`9UNij{PkP2qR(G ztYEkAF^R|^tLdRwn)?np-hPrqBIiU^*0FS&JNB15oSI7_ZN;&#f)XSe2L+3=7t;L5 za2GVBd7{2x+r>#)66%^>R>|vW-kdLaUUv%#y)Q<(!`tZfr!VwA-bM2V5%Eb)oy4im z(WO0_w7=#+7e5^m>mOfRz3DiKnXmeGHyY3!nRRB!_CFH)B;>56%xJ!rv@0vVMDHh5 zdf=1|i4nqia>ACxkX-X{j01_DPj8;9xsc#V)RlI6kT}zEr@_OI=ISX0!!^Mq@{f#1 zk>Mm3?0);kCX$3>M)+2VcoOGiBd?VvlL&ipMeQujSu326D+}e3So6hJIr}Mz%HZ^* zljS6W=0%;ItS0fOAo64yn?#(#`x*m2318{z6+0E_I3CKj7QQ55FU>d~PM_!PR|6~5 z=<^->Q`_}P_&D-2(rI1`yZAKA;|vLtyf=aCX?;W$H*)w^ zB#hRtcDQSX5{vRFN=ch

B+|H4o|eR!=Kmn*YZPw|3=$!kt~QE9Pj^T)okBIx3UapStpJy&i>WJ)b63BMQ&X zJr8(hO5w@%+_-(`DdgR=IM!@ILI0?ysnrzF(9s_+KGk%He6)?6J|3co&f zt^DRm;YhyVXc(>Ai{+AvDj^giRWy=19#ELr##!$fMd8&q?acKF6oywf$~4fro%cBR z`c0an&;4AJyeOYS)<2QL%3=zc)+eLSSI~CLZko(uQFzL$9mwQRICJ)-_VIcOtB)=- z8*QOr^JdP5$L$mfHZBa>^NvEw8DWQa-4yn3&3fbZnL=lMeW@(X{gq5lx!O?*gFAj3 zT%4fLBVm&+^pC=W=D~+)Gr6c#YJR9YhYMqi?jPUhbFo`tS3zoXMVCWp@7;P~O=MHJ@GjW+%JjDkR?s7xA@LejmUtYdW)j_=6M7~@jddB8kA zwuwUB@7b!FZ4^p1&JKKjL&3s93BeyITw~>`D1M@F#ocH1^Dh*-e^9P=!xS9f2(YDp z()U5mQ^S%;3eVrJurLkw3G!&~xDLiJ!+sYyZnn8d6+TODd1`F6Lrg&f=qi zE4WBHEb?mW8ZK5%^m(?*b5Yc>SpBvF7u5Zef0rq9G1u>ODQgcGR@Tf*7T{uozSqpT z+FWdt`V^LTn2T}7*gS(1TrBvs(dm~F7eTS(uVPPg;hK74i^c`oUd+U)*OCj7pMPrt zu5xjEcZ0}QJ1%sEoAjRF=3*h!Im+QK7anS?k22m|xMWIguMXfMA;jC;Jd}&&Cpuou ze#iy+vrr*Bnv0&TzW#boxJYy4cmGJ`V$-}SwWusEI)l@r)C#y@@-L5dm2k29)TEwo zB^L%aHfL|F;i6>0hgnS|7elpT=j|G}m=nV+U)0LQPE1QxzT!gr>%bMW_gq|gAIYBi zk&E-jYgT0Ra}m5P)#2zM7vZxMnudRHA>7-v{?TtbUw)zPd#1Tyf4lbjy$}!97p=B= z&E?_5$Lm4sC3u*AYxj}AkcV>@&#Kuj<6&rU;UnqQJV?2De}A@~2i}?c+Gn=#5P3m9 zUSK;9+aDYpOWj5P{(JDSt~w8o%yuPx*W}^PRo!3VIy^X+Tso$5oQK1IJ5$~o@DMdu zZqn^P9vJp%25ZcCXl?nDOI_k&>3XZVS8aG8N?k8Y+~A?8*1W#hfwns@sq~)<4zeBA;^ASK@x8!49w4iIUf~;^2bE7AFGlFRIG^}( z=NAvP*WwjDI)v*!&I3Gt8d#qmk;p6pM`M^)pd^qRlzMeCy9&%b< z>RNN_AyZL5_E5YY1J_)4|5;Fv%qiQ{n@j7V9&Gw~VpTov@AJzISyzw0;gRE8HrK=Z zum1H`rFvv36j(Z`)Wb@5jjEhlJ!I2#b-MP~qxQ#S)sI8LSKX|+zhh+yWB%aZ6 z1?@T2hEq{;*Wl0prr;E@$I1@tFBT|eaT;L8A##i zj>7xP)=`jMIa05=i^4*sj#aJoB;-HZpIQ5wgvE)wL9csAti1G$=kkrj_EJlyy+S0q zthXi9%_H$HL5Gm0`;)T&!iw})kT^0@am_D}?$7EZ5++JHSUx}Na4Nxpc1ijD2V4%~ zZU>pBo#w#Q&ESuq1qW?6dOol9Wn)jmP2&){-?NOpy1FBh4aL9XvBF7gVtjiY%;kR=J!!6m(2U35%-_}Gjx@{z25KQ^obIqKfF3`sY^K9EQkdu-{w}EM=ZP)WBna|!h)Ni>nY>?EbLm_9!(r!Ve9Zu(cyUn z{s#a6|Nj(Oc|6o#7oMULDwU8_NQH#T9v&4T6`@Fyq!L25gzTYBQX*USeHq4#vEn zwW}o(Y9Z+MHLIe$7Q#z+@^CM%h2$vJzI011qD6H5 zo|{-_Ni__cBt7&;sxh%W?d^ekRfx{DU!}lTg`4^nvYz@?NDPYF7|>LSYYQjWeCMh{ zhUC8fm=-36^QKA!jhJwKf8prK+e|PvuKTxEkRun#t&e}lfQHr~AD8e8=+nF?{8Cl~TaFM*Ox_@ zs2{qM_qzz%m(J%lbQeNy-DuYR&xIHh6O`KGoeysB4IveG^TCMXPCHtdj~3zEo8(*a zF;*&icK5?P)SeFCEnJp|klqnSX-6J-DyfOm@AGib`26ghKY6&N{xSAJZ!QXXw(tA; zDHpZ1l;&NOJVctso)nACMwfQG%aWpO@P{x@F`BY*V~8(Hb}$>79?=h+zh}eO^-o*` zZw|PtC~B$ivY>4ccslA=7UDN8>GKfChEQ3Wl;zfJNNY{S?bXi4hRxJyQIRb8=lqkF zR>*?J$S#=e&jMwwszUn7ER5Cme-iS_f@V!hPrYe;;w=)nFAk=5>oQ}h3F)I5)({a$jV}VdYI!1C!n)|8gD9icg zeZ4guZfn)}REE-F5bfuYTbl;^bq$@y{b|@)Vw>^va~cM}YD%UrOo#YE>z$@+)1gt% zH^Zlxj=d8vzCPWbj>0yHXS9>)xc}N@+ks`NV8mWJeNieEjs{8lns%qcfpK=)&MXy5 zVSSGsoKkTx=8z*-7zd4KGF=B!Fy6J2Cfgk+(OQR4SpI}sF5)L=+BgtXrp`e7yyc{(2 z!SJZMo|C*khBwG@KX1H@R70vl>!b&C!hSN=EU`t9^4}!U*rT9K+K0HQ9Y7sV5>siy zh17j}{cJ(M8!_2mId$!HFmaQ6kmC6*m5&aH`yY`YpSg%dv{dpgV@(gw zt5mYTm6zXjD4py_X~6FJ3^I81yl$XO7BO8F<8s`#-yGQ7L@;0FH!qABZad-+oV z$yRaRxyGcBu$)s5l-d^)Q`7X~uPG&jN2H63y^u6|nyr7bY3m)_s z36_#A@s{tE%}R;Zgy`!1|4PZ}QYjm&eP!gJc=UtbTV=%hQ-R}R&`9X#M_TT;X(TQ4 zOkbK0jmVYBNfva_h_t->_i-kTXzCh<9KBRd!fZuy9Gc4s^F)FOKck$OL`pXd^U_KC z)r1>ff6GZi-M6T&ayqf8Zf_V|${>axGmVP=(usgf3G>}oIyn$x^u9%pL3Fx~-6&RP z5Jvv$>MP$E#NB^Z^7RJ>v0rtt{_INz>DxNIZc#6TBndg$P#YN}%31Yy@!AS|k1FbK1f zXJ8*;kn1KZ1b@;vxaH%v{9Fdn&3++sGMPcn=slMbh+z;P?_W7JpBO~lLxs<6kTXx= z&+D>o45Ft0qhO$!K{iZ+fqNf=bT~z)*Q#>nD+pv>kz+p5ln}cb01qz)Qq%hz#%VVBSYP9Q9Rj291Cy(`QZj??IcSrr|cugnG zZN=x4`{-nFowJWmE1i^XdGO7qhE8tQEna9|N+%1ktd?JoPS)OEu}DUPPM*C92|lSn zCz-WD?uAlxqEpWMLP(TOw5=MyCa$29e3b<^6Ze!8t4B2x2UW|-dmTxa7(xy9} z4M~=h!RgwTYLRjxAa&f~Xd#XGsO>p^D4j<3%$}Pui>HyRNdul2qG%+yTEXvw1dVKY za8^V}ghuW^7fk-6Uq)p3+SK&5%gDF-EXQ1>GBW;HZ?D|8GNP^c$@QZ|8M(8x=8z7( zlz4gl?W-v)B}N`W*IIN+N$`q)Ym?MV$?GFeJ{{jxO3LqrN6p$($-=wzzdg28VmBMb zzv){Exsf_2m^EHP7{}N6hioVzo-Mg%Q=vs9T7RU&uDp;?YJMezl@^kxN0VC@4i}KU z>xIVyUKJ3vxz)J}YWYOzw&jY$JM+o0xkof5xqMPSC~vfl6JKs|!iw)r@`!z5kW;N+ zE=k(D<#OB8Y_f1qWKQCfY$9#%#wWTUn;f&x{MXBsP5x$=DFiBI5ye-_-=#!nkPY+G zrseS&y*s^+9T3NpJ!? z5LBV%PNxq=V6y0vUW9Z6f+R&?$Q1z{kMlAYFGqpWWU(aUUks@Cs7^-z#URMXOCkSB z3~cikN^h)*0S{y7`}aHd!P6RR^TqA~1hV;h3}q5v@-f4)Z&3nLFDES!eU=E;Me9`Y z>|{7R_4{e+myGDfsK{p-snBg#m%eyA6-f_LtloI1LHG5&DaD@NA9Ml-^I<@I@4%!4u zs1d`t;5NUv@5R$R7&x)UldAJDdi&eU>52k~A zb>AQCT2O(|jStsO#Z;hQds1&Ax&lMJ=W0%GX5#y|3Ecz^inJxXR5GuGWaHkA)yFFF zD_6^TyHzE4lKD&5{HVm-E*rO~-<9aPKJK(~z7pDh?B5%4`sQ$dIkj7ls?fURg_1>j z6%OtTJt&r0g%vJG9|sOp!*4e2sG&yn`i}};(ZLWZ8a;+ zcpihQ_2$ErPAzT+@~yK)Ev!oZ3zF2X#gTJwo>#r9#b#=}EaXqA0CZr0M)k7iq_Nf`3 z23SWqmwm0Q$GvL33j+cT_^4$4u|Ti^@q8WbT}}U5;( zgf(K34u5x6cq3+hFg@dj8gbBSNubJGj-Ior>z(K(7%yDvLc7<5gKdU;W#gK#tNC5v zR6-Muq-$*Edej8=l^?$>e>b6a+VCoCt_d#{ql@jin&H!JB(sF48QnW2a`X9{vHHu* zfoBfQh;%I!v%J_0&GUDPnU|VTSgqUg#j6>KM}#~WvMq>id)!cbwHbdTD%MQyXo3IS zVagii7R>NhNUXZsg6?J+FFB1C2$|UrD95%SVu$l?_XjN)lCmftm~4SblHR@*aV>av zNHqBnXMCS}v@tKU6(_=D4WctzG3-)fADP~YcSZTPjQ_Qw*)PI*DF;i8UHv?cw_*7* zvuk>DtyurkpxZ`$Nw*_!D)mdLTss!Jn03@fwZkaJF>ow~gA!trc{A;(V(A{&O>D=|{0rrYf9*IG z`MPy-K?hV%Z)xdU)Pcj>!rt6o+5yWQTC1hHI&i$9d_kx{2Pc0RW;gV8puw;v=t+ME zwhfI~s;YNFdHGb=%v`k$Vf>cUs|rQJV%bbKkmIg6 zZD`+(@*#_9oa@HF7foxNcl013{D!3X&K^)4xk?N<$S=Z<2MVfdf5&jptub`#2Mz`d#Gf1P=tVx$^Mq)3 zFHXPNnVBcXLf+eDBc@M#u|iOjH80M>+r6^7k(*dhTPJ;AaSIEwn}xS_kM_blCRDs& z8wTcOBcsg0Q4d>;n}RB(A)&l~rdUzGGp+!`&<-(#pkN zXt6M_`g(DvC&zA>>W?gM7NTw$x1IK3;ooQWQQ;3PWZpR}_~s)E`;VqabzNn_=!P{u zkFj8L!!%yw3k%`4BOT>mS*TfZ{)h1t3!i#bo-UYSK}n?jY5h+Y(xrDvWGk|<^zgXQ zv41RRDy>qIqOcJ^;4mIDz^_Z19(4u8iVg}#~uiANwRZ@-5itGWW{6 zV#P+e|Hk(RPO@QOka1(ZEyvEDkY|&2od0-F7&o0|!`DB*GtPmHs9Fl2u`(MUTAE&I zyRdN}w9Z2V_`LA>h} z8)Ab4%~c#;TlU3BRB?DYueed#!SR>&cj7n3@t3J5%U-UR12ZXDt{$=A>=%;>bguXmK7iS{6nD^roQ*L zA5-atRYiJ#g=R12s^WMS4);K6blu|Ak3D!;rz_|Gr3V(X?0-emJqSs$*|I>b2RGOC zv)AkNAd{I9(rnO!6?P`Q1C!mjzxaw#!tZX}>p_xLvR;1 zXYZa%>+M7g-`GmyyIq{P^<2|2)QQPwpD*cu?1VSbVZ8a$i6mVIx$>D#jE^k1+L6|Y zjzf3X`f~DE{^+TCHOo%i|NZE!kXtbBmiBApJ<+>elrJTvq?A(GlMOn=7va)p8rK*ltL(@L~hJm)K388LJ1=@#3}D zrS+JcD|O!NTMt94t!a{f>X5OyO64biJ?MvI%{OnX2YDN^WA?u~%=a%XY57|R>k7vc zPc`Zw8mzMP$)P$(&p+)l5#{t}Pb5aA_Yy>Z6q((BmVkPkJDUG*Eec%(GVJfx!v1wy z9xdrHOzkh`-l=$uus`*+83vCrZlQ8?;?!fr)cx00Fi``amOj^LuE(f4fBeKoz8Xkx zS}K2QLk%WRd{)>}SdEmXt(-e`HTJHrS#w9X3Zg@DW#3M6#))^{EpVuUtn0-CQJlUv zs)%9pWJwh~i(2nCKh9lt-`Pz=WMF{%i;FZYUPxd1GJ=LKYu2ANrDdR2bz8qTE5qTu)H5zFWtg0dKe1S< z6fc*@6qJSd(`@uMi`arS*x^Q}{PNIm46Bw3J)q@OBJwu|P#ZBxfF*$dgQU!L*S zC^j2m>Wa>rK4d}Qu*&xhCo&P)x#LG=cqTLr`9x0)WWXe~JL8Hh2a8G)xQ=E(a2c2B zw}1>NJ~f#=E}4eeX*02WJVMa;q-fNwN6_Jal5ZfNg2)FKO5S*;V4(VAl+dbV%&OQi zWXzI5HKMD%HcWs+1)rYIhj;|}bu@}gJcQ)|g`QW{anKP-93e9k6aQ2Y5E$hTFu| zIOF)+prmyb$?!(O*1y#}@W@RF98;KjMQ(y(>hfy!`)gn|*lk+1Jrs&VhnwwVL!m

04Wh1cW~D3N9T6B-r>I#sItNW==1 zlDhQ|r>qgA(mC4JehNCDIumXgp9UrB$%foYJ5YX4ZhHCA7(qgfA17K&5tP~_@04&9 z6q?o7w-+rDwEguZjXftoiJlHH7qkK89%az?$Q}ggKKn`rId*>eNA~EQL0x^Nep|6U zbS(7piSRkpZCe)57<3+Wu4-Ri{pSG6mG|MiW{wEjRwa6{#tA|F#q$Z9FQSe|J-N}9 z!$b7_0)tu3dRXf0ZmJuCVqe--7jW!c^yCv3bw}#M;SxrVJL=9}GP(N65#n~~qcf_W z5TDC_nKS2xtBSeL7?8%ANnB~3`$1|UHJ-U zpRc$FZR-h!zy|)!d~(-dE3RExc=Z~@lb;pobYDYi-9qXe(Que3FU{~d8;&5OfWspl zw-6t$@v&`XG-iJ<{9L;$8q_lvem^jehQLXhwvJ~sCvGIFmDk50Xl~}oB8?b`H)h0K zaEXOD^N;tDh*{oc7mn?k6G_5sr$S%6 zSP~~+t={mxBpH-0yRT0v3*_ zd}2DJZuC|i+MEe)$q!2smS=*$Vo{@SGbi3h%d`dkvhdXCEZ?JrIq*zhx_)1&MJ+w{wzEuKwvt}TO)L1jyDHVyBz`&GRPX%Mh7=Gst3!{JYq9fC6Du#8(t zU&qPs#U)MuhIf`jN5%I;OkO!e1WsP4x<|*fe1c9yJRJ*DgR>-8GN6-?-&iZeK=Ek6 z`wwCaY@k&8-ic$tH^=SiU$$}hg|b3kl#L@ zFh{FE-=J8U;w~n_*xU2fwU}5%N!shI&&1H6|E9VlOt9|NiSDpwV(-!`^R?%g@aEIM zuK$S%`^+n?TK-J%s5&)hja7nE((Y{GsRZTO7w$+(6*f#533l>TVR2x+;3t_%j7FF} zR#L7+2g|cKM5hue3QezBMwOgCxWLXiBb0%U*DDlf?=v8| zb-r_?~j`S{{6S;B7g? zyN8dAg_c9|NWfiEL4)Up#;vq=8mL6*$CNV-2i z>2@xnLUhmBjh{rRVCn^0D&H!B_@B7rzVC}M>bM~P>#`CY^vv2UalZ)VT#<@uUkYIh zu^kWh7ec99E#KF*5Dqp29}<7%!%}CNKet&v=f3B)_fTOTECWXZM%e#<@Aa3Z+2q1u zTHWGzNG^EJStY%Dm4o>7YuDA4b71~RJR!j{2hqNvr|$iig|6dY_|tW>F#a{#D)xL9 zEMF)tf6|bN{{a91|NjhEcRZDE6c-XINs`vjh!TlPDC#STGD@N$Aqk15q9_X4GAko{ z?{TlqdyQ+{`(C@07Fx zaHjfeOe&%tZqd#DnSx-mc%gX16o@YMjGvd05?Ui$MIzTEK_~3f_pRHKVDa^t1WPXo zricESowKCu*{HLoU6L@nGktGJP!fdCb1t3LNV&UrN`{lLNtAnR3b@9j(Asr)_pf`Y7-+sB>>r+r zn&$P=SqZ6N>{-;kM>!pumTC=&YU!Z4S6_C}vb}~+v;QpyBouAbu;BM;MslT=qKNcJ?9&;~+N^DYM>bp|-r>uNY zs7FK2n}3U%Xf%jD7t^1nuue8UyrqJM@s-1EvKe%Y#|v4x7txWj{;GA@wlWA+jl43Z zmtl=*MA2G}a*)N%?;Q2Zp=I7#J#(l6G;dDuof8%4m!thzVN(JBijX~z-&a7Cb@gfd z#|msb_J(QnsuGsRJ5*_1l{m<=?aaTrD)?lI+cacWp}_S1z4!iAczb91xT{??{F8s( z)ZSeUpF1+)w}orKTPkf>`?4CMzg|Y4%d0`Z(su71musLJ$CdWBq6TZiPq}X9sYUMP!mHMm-hNUCp3snoHCA zQl$x+59%Pul>WQbqz;nHrP59uAt179XRd()14m}o#KcDv$Z-778pzMUr3a(C17jJ8 zEijZV-Os?y)x4EqS`5gX2^b~bGobi!Zm(es1EHa@+*N6m+^6gx9_ICE8ut~ITVIdU z#lulT1NA6yiae{4TaWtutx5_V^>`j?pZ{sH9${IIS%=&jz`syYXGul_&TAbI+WV{l zI$3%nMR^U#vB`cJwxbbFGi9Wvbt9DCWVm_+G-Cgmqq`E0HA41X-TY0m5#1vC^}pXY z!ryXnbLY=SFiJ?a7TOmH=*7yMq% z#DkB~9ic-_@aLKn-W|Y1-I~oyOh=o*@AkQJ>IoA@?Frq*PE7FKS!A?}&croO)n_#l zOsx6)-tdZ9jYR% z3|g^TbJ>Y>?lwI9^<3a#Tr1KG#?}CBNRu&g%w@FVx+c$ZF|#&Ae2pnnWwv7Fv(&xT zCT(z?GjZHn)rt!{^H=KYw?UjO_=rtw#SgQ)VVPl1( z%C|wr)PC%m7z-XN{uJzc)rN0_`Z;>0EPS>6_Pj=uh3)p|@)z{7@VlA&N_{5_dMO{8 z^t)M*yM5o!;5iF(o}mV|uUKgGso(i=fQ6dCG(O)?ETlhBIiWDh!mj`v>Hf|_;Z*~( zTT?8!*~{lh&av?9ho4s~HyclzQ+TfOvypBt;kHJIjY}6-8!%U}QQ>i$_u6VUj>MHO zlagS=k~`0;TZWD2`N2O1{8%``-qfn5%!a*~hO~bs zlg&bW^Xla5T`au1*EYGbj|GwHsu$(2S-7)sjrXY`7DAU5NX~p_!E?Hq9Y4l`%h#J|iR%sW@3lG>>%-R=$CfbE()7m_o;zIWc2C2w>l(p{_>>y>yuc#yOE`8OycI&zx1zW zBrcZ)l%<{~QL^r`KsbZ)-%YRCL(P<5EVlH_v8g;h|MPQh7aLrqZ!*pL*icFK+BNr@ zjp3nqwX`8NcD^&%VlYhUEqmPdeT>qpSm65jCmWq+=4_2=%8&hv>)+0^!7sHs$BUQ5 zROM?PX+aVeo&x%f%SgzrSMIl6N#bvs&sV;+BuWMMg=R~V@J$nC7;YqCwRqHNLV>zZ zv${vrHWHJ(|2>zv+D1aUO>B=!ckto|aSlw5ifIJ= z$3fg;MZc{w9C-Yfcc^zW2RpTmF5gz-AYI1$jpR-aF1P%0YuU|#P~efxm$W$W>*wne z)#czBamupVfCGlmZO5}mImn59y^8My2jP+fvY8efj9HStu;D=etGy%Bo`ZeooCrB* z4z|C4@afn!4lMoOjw`!zD5h#IKy&9{k*SZ`uqOv0HX(LRGVQppWwdo%t{r<@8|7{& zwxhOSDAr?pI}%l7H~vs-M}PFs&PRLNQDvaEOnZMjyu_x{FCS`0lkWmkL6deYoUt)H z$KYT#y!!|3H3!bg8%|^iwWD3VQp#1DgT{-V&wu_U;cT|fJbju3SAb8$^&$=uu8rGq z%1F4SoT=C|N8-tT>y@WJa3GwrzfF{+6SQ=EUj4BB~RVMW0&QH(o-Dp`lNo| zQ$r%1uZ0y$*%#O~cYv6o@;zaX(z8|)uS3WHPe8E0yeVHQZ(D+%ZK3j{V&Bs*SK>&- zb)8wy93#Q4F--iC<)Eff#>>x~%Ddx6SIt~Vv}eiht*73J0dd*?YbG1#o5a?A-b^Bk z_S)%69UI;j;WzJ7^+?o$l$86z!lz?pTMVgs4z)w+*@09)Q}h^8qUv{rQG@2z6c%ih zd>?Ag@HQ#Y=*zerw~IcrvjKw_iT9ys6U$)#R3Cm(1I+ zb8Pz`)2nS*j59|UtZBpMJ+mL(kGCRa(_`=B&aKd{(bX37Zbfs}`F|@ES|JcDy5HTt z1@5`W2Dsf?aOsUue9MCtunWG=YRI?X&-}^&W7QT^T|A-d_o5lJpv}{G-;8&{XMWX= zHN&=i{`)@ajl`JO#%b?pruer;&$YeHaHth^c7IRtBO$_`dxD8kYw7rNkC`~DHkMPH z&V=*efQ=Z%pF#_J-}%inVM^qTK;9B2?lhfEd{othH0~ABOtJ~JX+sZ2-J4)swpV?i ztr033CVn4YHDX;*{Zp^tMr>U*d1YxrBW}8yCQ(Fo1`Y*% z8Qkp30QT-=?9?k%UH>+qjd<%XcbI*6}&zTkFS9UgDt z_MT9oP*(lQh*2Hv`tDqoT3U+=t{o3g%G5%IZ#wSM!y5d2rKlj2R)Y$uFD1cCYvA&4 zLyeC_4R&#N9onf}1M;WZz0vV12rpzL-kYn!%4-WpZEdS?`cdzLtgBThVVMnu+^xb5 z+r*+hK~)&IdnWb8<0=%XU-;{qR)rNfZl_pWg~C%G43~&kLEyLQfnTqvIjO|1e{Q$} zOIF4|5Sgq%?GvTQO+1x&UbR7DjdKN_uj+lf_I3q?7gbIR`BmV{*=tS{krmL4Xw0fg zs(_w`iM`t53K-XHn5D0(K*3P;aoeFX3>-HJzcF5hO$*1q9{pQ}w%wkE+PKyfW#GC0u1O}h46mj2`tFpKpW%3}eMH%%zhzxuCGCUF0 zqjz5`LnHnCN8P)Wot=9}8UxC};hWjfVot}b(aQyfc61~+h^KI_(orW~7<}*!9aR?J z*H`<~ks0*xh-?%cH$%c!`X|!SGMp(eAwG%>j z=&Gej#~N?KDNK*DPi#ndXF|urz5KhkT2gbY-_WkJ?KEsFy|lCNB@LGqA8wrcKm&Qy zV5z|b4O{oT%y=?GL+;*mpO1WW@ax<*-X=oF>N}2N9_y+7A`7jW<>;``ndVxqLWk0k zz5)xXiyamo-xaDMk;{5GTE;L}UW z`_Iy_sbj~wa3>n#*6MtJ>q^6)(+>-_c+)V$FuHI%l!oK`%+y{z zwupwm97&#%Y8pN&ADr8vM1#^T;iva^(-1aJrgR^mA*yU+g6vTm#AWtvxobfK-}o-g z0ec!=w{(6szD~oj(whWkBm&ZHBdXIz)>cH{QukM`y}dqgG=YxCGwR5A~)%^DbYw7k4Uj zmRE}u>_~;=GRbo;mMM@qD6#VJ!(?>I46)kUli~EQz5M}i5?;7^#K`)`WB50xN>t`4 zUIcq|ud9xM|4eh6w{fr{x}gKcOq$u$oR>)OGpYXAJ@F>Pb6Jt-CK1gkSKDGxE*;em>7M< zl|0ECPN)aGZ#yIrL0JFZxS~col5o%rSRz{xL1@KZJ#*$!H1Vs}{YxBgG@)W#KKfkl z5s~KSFg8*cOK3Umadi-gB~5B$nL2EfOh{MELjbzc6qinJ^9X z(eUa^Cb-3(SPkl=5D!jx7Hc0*BTlMcSYpzgMzmM06;0#MAlh|)f2b=?Ct|Y=R|P0$ z5IQ^;uO7(HAf7y0Q0Fz9N!Zg4q;m9GNUw=Lv%iE zdlDLwOGMo0irg@sM+my=7yb*%Cw^u8TunIS6Y6E1ZWT)l2=!r?+_{N-B5#OCrS?oA zAvlt5IG|HVI5ehquTm@|OivjFM7$^@3ZCwI)ly$bWK1(3N#zz2kDmy9(@-cPPMIq& z7?&s_a_zF^lSPXNorQ)6YKwpnzzWKkxV{sE}w?;OJd1Eg-l(O4Po_7Z73Gm!!=f6c9`L)GU~nDY+dn+*?l- z5Py$cFOSwPAl{lw|D97PATrL5Yh74bKnU(03VJi2PYk{5BrI|Yh*;iF7RufEgwP1b z|9VY6VZ8C7ds=2bVX1Ig{z6nfkrL9sbBd8ih|I;*JC^1V!yBXr%cOG&+l!|f`qxu9 zzAt;@sT{(^Z1~d2C)q^8sAch9(JaDPa~-i?GK&y4Ufx%2pGovz{_8hdltIY!oRrqs zo=zBVUCga{H;wq=tn#YoaT+11VWGQXB$aU4YbkuwHHGM3(x8z(_lW@y`TZ#;?h#3SA0Ca!c@bO<8L zr9$qo4m)1(#>yAUaWNTJuKR+k>gEO!-4HOorr!Ld7J|;dzP(!m!*Fu%yiJB%1X_b{ zI#rwrLss2q!F|S2_#-}h{D(>u)K@IhGSqm23DSUr@ zLjRgYN+x2@>VHTy%*JkYcB*TCHclGSDz@rmBTMg1TG+2_d>FG0J2;k$0`6$lMP+$7 z&f7T^qML^$u^lGo#Pgw@-Kn-nsSvLuehhK*6k%vO;#S$EA}kpbu?to$!uCJDC%@?y z!>_T!>?o}m5f`pX6nGTlm1(~#_joaE7OSrIUQ!C5cy58BwvqX{ltJ@#S!@8s z_rBf=pWGB(j=zCNI&(wIvE{n>-0KJB=>Igh{G3t+{Iz1Tqoga~w#YlViCKZ~$ys)~ z#TC%`{$=tfcNI?5Rn}$1S3xqdzf9D<3X$8^b`LDAMzWiF`Rb1pKh6*EidL*a+1SZ% zsns?3PvU#Vir^aTnXenr7O#a*bH$&1pK35`W+Upptq$wXI&2o5uf=x0;Xd7gaj`jM)LkzgO?K@l;#z51d5N(BP3^>K; z(4E)Tqxa&HA|K0oI0{3N@Xwd*dST<^pas#yA zjDN6mZa`aQ+S75Z28{fi5I;TA0F`Y=%rX@lp`$Z(LWZvqjM5`p(rOy1ysFP6;;4Db zZ>6#QSRk1Z#+wct_Q%Ba(dEx5Spx3?NKmv&F`kYnPluzi$bTPWLt zzwswmZduuii8ojCvQ|*@ZNAK^tHG^^*SXxWC8!lHgP- zKSwMMty;iBt6N-at`{|@-`OqhbdLo_?aYok3Qd}y-H4-5!>-<}ii-`)Ymbi!Qkcwo zTYdW<3mxPCo!Y=n!Z5|#terx?_aV9tydsb603Yl=A2td>^a7&oFGXY&`@kW-A&=;h#T{#Ik0j1Ao2J$b&f|iZ+*{m z5Hl^FFZz*$@Zr248p9-ds&&%_E^!cl_Pn$16%OeCt$X2pryUy}K7DfLDhK2RALadb z+ws@o2Qfq8P4>bMjWDR!C%Ub>o*0OQOm}j>4d9&B)m*tCt-gQ7#@Z~yW1LM2+D zHMF<~BQ#Ur#oWDkGCF@vFS55(lH==pQKR8Cqa@Xf{{a91|NjhEc|29$7ZswUNi#wz znKG1!)Dl9bii)3T6q1NCBtt1#ebx=)5o_ev!xQmIr#$XCDn*ZJ&s z-Z^Klwb$PJ?wAJa6hs08?w_T&_ zNX#n~xYlnVak1-5+pUcx_F6|t`EMfef*ik(jF4ozmu}uoJriwdt0Tw zk3@5if6=u4v_H$!{MrxFI0u`D?;RnrxTOj~9wdmTsrxODk@yxh;knd@gieX@+!tRG zt~VCHEcYi-us1tB@idLwcU9m1VEX{;cde*kRg#w_dR%cM{7b_Mh-)lTbIElo>1|;j&dv=X52_o7tqE zR1JwMt0$O691;ocmDjxZBz(mgqv}FBjz^FE_)Y8g_oI^@yhajrPY>E&YbGJ^t@80` zqvMtQQ`wNB@f-OmNq3Tna_lvH_nO2`SAk3MTbhT;bAi!4BnFjRBAt6_Kil;DHTp>e zhc%c^eI}uo?Ejo}bk zqm|pLCP|p(G^8Z|qu&|VOFtk=;Q%FeKxaCIEk!PkB|@sFZ@_LM&elh zNX6B^Boxjh_aB`i(K|!tu)#D6`04F5L!5%oOV#PGBq$6^O6TRxq_9rE$v;$@g5ivF zp*C|VM4jL?%F9r=xAfc5!G#p&{XSz{yM)5RI2H3NvJ^CGE}nE>PT|kkPL{qBg@)@x zvt}yOc=x6pd$XECcHUTBp(=$otH{;oG$_1&_vWmF7R_Jo%=%Tj6s|NX&;7HW!n5Q} zHqZ4beEX&ndDD=>k7DbB6UG##<k1J3NibZ9p7pf7E1HD{=!Q8a0>co_KGN-qmYuhWcXJU&Ep1vBtM$M z4FB%!H{xg>&MxA3U8481lKnO%Q!vDX%95n}4{80FePNz{Ou@eB&9yCs6cn?I z6{nt3kiI7SFu$0_pYbGMGm}DCs>zbaYzqGtor(NbMqz(K@@hZn4qSAdA$Dp`2M+pX ztqPvkftT#7chh7#@XvNv+t-C1*sXOqAZ$qojH)!7jb%IVw>^|KcXEu0M`m(*cM0$AyL39r$J+W7;!F^OnxNTp`r~MVn-)eKf8)x6&(q(mX`e z+^wGej)IEcva3#XeDu5jsw@=H@ipfW3g2iy*V#=Uqj}RgyLMYq6@`<3X=F6=NEK)-tMAcvVAE#IFZ(oUDkHzO?3WcYt2?YN@4o0T{V(1G+%}v4`|c(%P6?i z_hwQES(dPH0sX$5#?>wJPtb7}Sfa|$JkR1VYiO(myX;jjzcpR=N3>*)SqE;Yv2 z_979cYIM)ofUZ9`Zz*`v{m8=Z;A>;L@2DmT1UW0{zWdqxzm}SI49L&_zOkhp)h;Ju za`W0@ZZflgHRndXvd)f@dACzcCZ@ELx&aGk>*pzwb5utqibo5 zPD2|mI-jP?Y#Z#RQ||*GwP6GIuG`jUZSdaE;Wp<&8%{|}EM1$>h8*`uXZO@LRL3z2 zR_L~2Px(ffaKkn@W|$kM&uxRidcyLKY#TV*a=N)|+HktBFKbe)4RO)sPsX3M!cy!& zVcgYL_mzTfo-NzIv*y1+!Dj!cJap!ICGM2ILw~Fqal7}IyYY@jjNg+h@Y&Od*>_@H z!lfF~myk36{=7zfXTPo`7dIkSs-l1X@k(xURM(SM4}-hH^!8iz$j)r!F>>qilQSh1zpozT zlW8$Fhw8z2>liHVSr1>$1O>KFJtA7{#*PNmqnkxk$%NFye8mk>U7dR94=R7?+E9m!9KDqS~tG-Ophn%+A}J`5X#`W4~3Mo?~NUv%$}U z&yo1jR^5fFgNpv$P3-q|IMLZB(|oTEMdGhYImhZy@MX;MY-k<2tgfVMjSJELhI{7@ zPl#ph1D8Kv7Q*nrsC(1{A--KYpH*EgM0BjV!!;2h{@t%E)=MUEHTPtnMFD~AV~SqO zV+g#9HUBPhgn)jJ*wmB%1Xy7mRrvS40O@}?Ne1--jFla_Z5klJ)XTWp_KE^5G4N1w zb`n4>sgV)fG0UVn`$AK~Gq{_*w| z{yaSUFZPVzF&_AY?XJiBX*;KCn~w|+vLS?V`ZOML{H_Hmp5kI=QFGU_OfKYh8=VlE zbMbEHT^Z#;4sywAgB5KYR5k&JM~hW+%+#rt&NS7+pXo+zh|T4CVTcdB{pI* zdDv88#CZ?Qr#|GVDLOqy_=_+7?CLttm&dr2boZfpJwtfw**l` z{_8rQmY{OUF75YDC1{-Wp4WM#1Oxh5Tjo~+oy)=O&Lt%{t>8oDD3{=IaN80e?Gnhk zYX65#C736%ch73e65RPQR$QORz(l?Ar}ya$RQ@}?%G;EI0{^8G`SuKS8DFJx$BJ>q zGw6G-I0N^3Leiw?Gaw&te&^KxiXlDbHf(#e7+DK7?-k4~hKd2#Z-ZPh)?ElA?y3}{ z&fuTnrD&Dd;Jm ze&2ns#}D6PXb!uqSrb}}zQ^v(ZqdakPe1bKYDzIg)|eIYCW{d!`svPuBm*~w;!mzy zz`#09!}s0_3`7~NH_uh0@psppeXYlUlr+ZYm@qJT|3dK=8wRGXSSon#WuP|Rb$9e3 z1|GRq`rPoLdCRnuPY-6G?LuJA%U%XD4?X-)I>^8?gF)e?ar!<|SHeNO1fssr_UE;g zV2+PwjN{u9{A{rn{rIT_J$-yh+o2L#pGZ44S%Ug*UGZ5GOl;97rhS;hgsa!E^NSEB zL>x^bZ$>a-<*~}_dLI-0@fB-p=ymY**P(=mEL zu;2T@{by&Yv2Nq3Cz2u6P`YvBbAxX+M3kr;-sT#tV??@(s@5PY_<&aEj~a|#_?YU| zQiCNci?+|Ru7y;#aA|`9y=KiyD$J-w#_g<9{$wq-F1&w2{7Ws84n)5&Bx{l78oBYa zJ_pR`Yde)QIM{Gz>%RDK4nDm(k^R|~1NH0DTl5*U9k$b>{~`z6gr{o`H*sKEkKbi; zxNzti{>~L}@UDcpJMj+($o|vX*~0*<1pz~bR^-dOqDsWLSkiTt%0~e+2E(K5eK7|nHIJu2nL`xOR@b$P5 z^X>Naq3ylDn5kwX99Udri)`J)#dst$`Nl^PuxO z%KcC?4^fY&XQaH~!OlFdPKWLnJM}Ojvz(8kZ(c8+J(~|vf%CEcAs*t)H$IGY)nd*~@o<+kwmKEVhdOLx z!u0qsfb+qQHa?^_a+K^+`M9NLb)(;jj}dD%`-Z1HY^-dS{B@QOqgMkvqCWC)?o@ci zrba$A|5oUyZR10!dTRYbb3R<-_x$h3c0NoEMmYul6QJzXz~%f;eEfPNbv|g44_5CQ znb9OZWEbd`J<||?Yq>i;*i3+9JMJs$xA0M=Ye^)I3-DC!QRK;R0qmmIGR@)z2>r0^ z%I;|b^gl7e%~b>*I3GNpm?A*u^!tAQ5(IcqTem7;kdG4g$&;!J34C9xd`Bu+fZR>2 z)BXzxSZ^G@;uj^r^Bub+6pRRDRa@M7MhI|n&6B;}GYL#I6?QrD=zX?$+o%D7Ftz#r zE%O$_f9P5DyhB2?c2?ZINUymTEAkaRgpm8P`$FY$A?|)uxbNvNgqo{PcVMs(TaAgk zq3a1)rKW6-*+d{Y&H93sIe`^-Zo93sBjDW`p&-~pAXqtelI2F=T37sz5qAQ&dDc&^ z9VcKgz1Uz`vj8g(C29R31&~V|6MgzxfEHV|a_1faB6OXq|9uodARCeL;Hv;tR?~0W z{Gz{eNMHHyqXMj6^R+KwlHR{tov9*9KuUCP30IQ9V#^IShh`JV75QT!M)UD()6Vse zmJ*o1{wLR7fk4|~zw!}f0!j}y)Mcp=I9wOSG1n$g%=$ess7E0BdW2XO&09fYP`60?w@MOWpM;PP7nANokT!X zW{0=vRRVLCsVzxNCm^@!L$YEvfh{@i_sVh!Y~6V9lT#k;cg4J-u_pxT-`x0{SwiC* z)n2!yoWMr;O|w7L5IAMNFf>L$;QpRZ(Hac|9NcS6TU%&7`BXd%?jZ2Rs5xAri-2qG zv>?HII({ZPp+27oq^{g4zwkSO-&^Lrs2ZYwpX(8Ne2lh_#>!fKwVQI{P7wU&=%IDgC|sZrVa(XEA}sp^-yF zY+5%GVfNRm2&iat%Jq4)zt^7^zp5jkI~J)P{({z@PTGtWBpvsbFfG9=`ggUTVaMJP zc&{MaG5aF{8Mk8!#RCL-OOI^c`;*R(bxw*CBLoIby-RQXB_N?OFk|a9Ar3DhSM*5; z(GhiXO{}yKUBtDW>M}xz$Me%bzd`;LdHoe>J-Pk1OlIWOz*XSy%!a};)#^T4qbw+U3|p`i1h*A+h= z-g?D2`Rw5#)Iw43y*UpnT#rav2XS%Y-Q5G?VO&@>jVL#&aZ&!<(xk?eUjG?u3J-H3 z*ctqutIEZWo|M6;U0l3LiwhuXIT$sO?zjKK!M=M7I`+)wVmsM4cV`d>tGfPnCtczo zq(Q@C?iLQNSa~Kt+sr|2sMW^|T@D`q(N5jLuSJO8s$!?yTI^a~^)lg1EjH|Ese74K zi-TG+-L~^4(8F<5W zvEeRdIOF_do11?b{54+Ij=Gk@L7g=1`^koa*-G6eol-a_dzr2#SV;aDYEV(Y!uPjb zmZp^~Jb0Cr_=e991X@4ita~TT>VrP=O|I+96vbXQ2=P~cK zF;VBf((~Bi|1w6rS?F})nO2Fi;C%M&lCz6gQ1bY^SYDL{`?G~?I5S~wv{SL!m<5NP zeav`$7OLCR3l1`w7}|BsCgTzlCxe?KZ-WVO!;!WBE;F&a{E~dV2@{$2;eJvVnYj0G z>G9>q=y~k6-0RuD82J4D?taHw2F659KP7}S@Sxv_yZs6StG0bm;J+<~Mf|U~mIK95 z`n=zwW26|FM!#37PGewy_pdjB(hRh8d|OgAzA8N)yzJ8nf9~i*2IQ1S|{fT`B-{B>ZuM&0H1}#$KPB7f3d)MJu5mslYU3Sec9JU zHrky`Zy6tEqvGFz6g7J`UVDnUs}!=}zd7~CLvQ+Bgtjx&+4OhdP-sLX3;l9`T0he| z{e1j=QO6QC9!QaK5@jr;Y;dvsFpG^}IWfE+E^O>x=&Fe|EI0}7En>K_5Pcxkq(Hz# z-LjlDvwE3m|Mcm1C9Pi@UfzzIZ&(P}^!QSrA`5Ybo#g%O8{LtZuTAJ;m-BdkFAD6PW`Qx)R8#3e<4}+z2{CoQ6$0@V%^Wo0UE-f~$xn0}6!HA8BF=^i+F%~oz zH3==|vQTVT?S4a+g@v0|{I8GJefLHEXkA?veEoKK2hw$+V8ODwEK9mB{aB%t>Okww zd(VZQY&LwKe~qg0q;>RK*{^^>>*w8B)39{k&2kU5ma!QSVw$ZrNUSvIa%ZA7Q z9!95qX5;?=009603|DzP)NK%#bV(%btg$uNumQ?Qi;5He}6rnnSDO9&wP)W-Tzj^$Q1ozgHndUzm9n}47@+AKD~ki zjW+3PwZu3up!%UBP?iG|bHe@YJ2{Y=bb+x(n*&O%2c~WHIUt-RG*D*70j)1aUDMVa zkd6u1dB~Xq@#4Z&S(i9KcG!9OTObEQ^aaOFqB)RnWYOPnlgO*SKcH}%sP}88W8Rew zkFAB@c>1v6)4rFpJ=fVFAM^3jt~fTVPIQ+dr?X+WkGuG30UIJ0B4#(0v*Dqo;qV0( z8$39F#W}5PFr6HZS^R_zUJnGxru}RX?sgYQ8)1XfKAGy5-`SAqB5Awv9~)$SyOQ}~f$<4%s-!;$PHYO<n<(_hHA%+H+B;D;!H=}x;bz#C#i$=h6AICtC#|x3H;qv87C$= zu>Q7d7G;hD8l?uY-nxAQ%5Y(Hz;*e<9YkDZJoZtO3#K1dZ_Xic zL2Z2MgXa-0=q#~~BI4tg+IwjBq@)wOWnnIeOL36zP zjcyYp{GQeq=Qe}9%&OSpKB7+4!^T8*6L@&M`p=f!2qLty8r!}m*sb*c zDR|)B_@%Xb9jF*AGC43?3r^Aj34848AnpqC7k1RaB&|Ej{cIh~ zF~2o=_SAtQSGq@=T?-8>V+nYMX}YO7kM;_?@JYY=SZFDIa&oL4+rmNh*rZ?;u&kw zrwVWxNZ)zYtrC2c#Lw?&tb_;b=3 z?+16Q=Xsf+wB%Xh$lpxhsI)z?Rn7uYJL|(ff6_ttkN8J^z#H9knzP>*_`bdRy~!pNcu8B|au52#&}2i-ql!QnvZozu z@$do48{6AM>|hxBdQq<^=qgZR|B)7V1c7YeW@oWUZy>pt+R-*%1-?97HQsw2Wa|zI zEULT$Lz-4||EXUGzPMh64u|VNqGYey>g*4^UZ>d2<^Dj?`z!vk)E~%8cChU?68A`# zeGh*Q0y1j{2|rx}-rAL_RnbJf8!4Pm`aa+g*7^Qx`(@zelqWB!68AdaIFM^Rfb6}l z+EmpN_{{kp8!%;&WDyl{>ZAjb?#~_^cW_1W?oL&;WG|FWkE**P8;C=*z2?)h*HAVq z@Ai)40XX#X1@COeRUE2bIGy!782QFW3^@>t*B2?pD@?7meUU6C)wV;%4*3)t?ltT+LcWPc&$c^?z_)tahnsI4 zfjlE&v&z&9Na{nDQJ&Xe;?hWwVHFutgyjdMb;-bYb;H|hJFi1Z*S?k)zTrTAr>*Pu z?mAFzSS$CwiUe8y_^k$JWRO*KY7{UIB-_i{*mk0-#&-tA)thD4;yH)4Ib523c;rVaUNq7~1A* z^G<=N|70g`rAY`3Wu6eq<_`y*PuHgS7*WvwEjvhHXV*1I zwO3-u50fE%@ny%~%t%Wv@WEd(k*0(J+3!zfRa*j(F7Tgk zlOzM>TBi1~F9`(BgKm=F$w2C*Z#%X!2>1+STK}p00V!v{^7EV!;O*DmqNsfp$kF8& zn%Q39ZM9vBe=G|4thaQm5mQI+gWfv(b7FvR+5DMs-78Qt7hGUW4ugrH#%+J7abSK( zZdB7g4rJX+QYH+;fbYLkYr@tyF0F$aRKY-vvS54zq(DaeqTWSm&vy;Yk9w%~rqO)ewG&o!^(f zG7NafyE0o`Jb^Sfd2MI67s&p7>?0`U4Sdaus%hBNQXsM9VLqdS3}huaNv}o1LAEdX;1SPoAdwQqxc9<==k(b` zdUFKu%@|Z)42}Tvd}oiWK4QKfj%}l;5PZ3$a+2eTvsCW$&D43YG86=xVLrU>!kxoW52p1oYm0lDB6a|IbQD6W_ZxA|hbhMkf0S*OqMBd35PGJq>pb#24O05HsxLB0hnfdb zc|Uj=Ftp)U1ns~rC|T{0@oZ@h)EI5AyLl!H%r)hGEQmcEdnhBAWtIs#RlDv-`DMYx z@?pQSiz$#YXmj5$n!sz8Pvg8J!9&t_%5hOQAiF!Ajw?3@?@90auuB0zj#;-kH7XJU z+WvfAbND9khBM~+9wmdsQ}N8bYcs$(%~MM1N(OkS_2xWUlK~|QPvkOUQh@Kke{R;T zN#OQopGc8b0tnUQm>T4VL*8w>z0!LK9jx{deIghP5m*$^Fo-^{DIr=qOT@M^q-TG&nWCRn^cKQ3I>~ZMK6+w*<6XZ=~8GSr?2sE-6 zZ;4`EMA2w8j-t8^6Je!6i2yPpT|uXueN-9n^mR-qTB^F{)sg0JEIxcM+urW?v9 znB0h~iDC$zhTOfw5mqx_JSzeNGYzRfChMG8)S(;It~L&0v#_sPbWDcH7X zE0g0_hzf5t!Yx$`aq=oTU`U6G#y?7PZn?q})SC^E!jyeM5Ad z9*0MPrF0bieA=I;%|Kf(o0}(7=s1zVT9esKNBQ@1f{9!PPOp6F)Z0eKyu19POA8p7 zuqWfs7?X}eY}}|gPD7!r>QA0kYDBmr!Rnk zfeJc-c|i>H8Dx_6M2j({Hpy(pyBH&*r7K+*m!jX%17=ayrPwASkk}_#iYGp_2MGq3 zVc`25ziG!ZwCvP6y3V8wTh2+W56~#X$h?2tH0d%tcyiBanWz%{KC7d)DYyh{;Jl>< z5l2Sm&$U#RV2@RHV4gt<3LO7WnxJ}4ZA+=*-pp!A2uc>tu)NO@%Wft zE*V|YG9ktGQUCX>c!y_qg8&&tvvE{UaWA|zXwyC)P zDjT5V$(s4SIyrO!ch&v80vtP1>hX0glEZ#5;Q#!Uruy@hW_J?xNheK2xU~EferBiWQH2Q6{3LT?* zmcI_VNXLibali8bRzRu03EqpDYftWUEk?`X>R&cT8F*;3;C-Px3=B!t9Xnb}$DDWE z3-7fUxaTA1P`wNt9S;TE#4l95yhjNy9-`s3(b&oveFkoRb@ujnJPl8ni>p>!)9`mm z#i5LMRIDrf!Cbnz5L-kaoAnUyRf!cHF3KuG)}H6KAV|mP5Ym45;6JNyEvo8K21E5SIE4L&0D{Vw>acu`l{jA%P;4n zfv+2i51VJ{62v>L5@P2f3Xm2kCtISu(~g+EhAskk9%WdENID$2i{y>oXb z1C26mavo zmaZiYTO8(7YWCBxr$tRwX&Vjidr#_@3ll!OFgLpM9~D!ZwiQ;4P%)U&WvBFniXpdo zSISsaG?fnbQJ_%K;l2Eyf;hszqH($FeW|F`G_ok(mWsM(nqSWtQnAA2?|RqWR1Dwy zRq&|<6{Uk+uW0fUpBtR8%=uD;TKku#%=Z>yof%)1Q%eyFHIW|NEiS@At?*YnZWiI) z$1XpT0*ml*qSC5g=ZY|A!I5^#tOzOZA1<_M6=7R&uBnA=5uQ}5F*zq#gleO%?c6_w zsFSI>P%u)6(*}2#g)a*6vB6pG&c}uL(CLAs?;2(A_gSdZw8GIUssO!h(_vbX*dy}$PsY_1A}xur zt|NiK+p}D3&V`OWtDBW>5cA!s{Cu5?5Wz=J>+F<75ei2x7FiQggxyQB-M?=uK+Zk0 z>~6@%;4NBb125&HPSW|S^>=ddh@t>tG=Yd+wVOQY=C}*Ah>BL_@E= zma}2`bbKx5s}OI`z`GKUd)!+}FvRfF;)^Dws81GrAnja^&%>M*c#F&MbhG)#EmPOiBS`&+UcBiOm4%U70T-_`w>Hq4cwZ__r-^k{YKlE=)B5X!BLWl@NVp?-AX1tt9YKBm(4`u&nJ6HTUh9lFQxY0mx+_I@p==J zOnh)y@9g9~Chj2Du2yBSaMOIlhtGp7ET-m0?R?0>Y>62eRyrGZoVF;4U%|oe=hf5l zOWBx0zn!|RjE#Yds%mZovhksENAAZGHb%F$Syd5vr49c1hXpyfSLE*WdRWKCw|iz3;HV02`g2nT>tD&qkGdiCPMZ9Ng66ab%?!2jfqq{iWxzFl(lDfH^km`akz`v*6&;y~})#5%KO5D{~mH*?4RCj;OmU2Rqa~ zJbJHikgw)jh3*b6>Yj^sI(C?g8Ki}i>$Y;S@#?&Je=m`D_1f2dkBieP8;2a4xu}}= zVN9}?izh;+K6Wy=*sbCE$$5Z-(Heif?A~(l0Hx@}w=Wz#Xy;}TP|3l3gD%amL=OHW zB~H~nW#fskKL=~{+35VFynVSPfyaecVaN8e(OWI6m~xVhdAB=PUQ=QtnX5e0B*jLF z1#QxpA{$BmytBD)S@_{`hwoA`Hc|risK*DgFiBu^;?Y?aO1#vo;p(!{F1m9eN|TMe z*1R+(aUPvf!NqJgrt%$(DcZwE`CQA!{?k7Sm<>yZLNR>3-6i;&3db{@%QXwPi04-%7h-T&E}wZ zkk8^sg4gNKUoTFFaj@~|ZzCCT4hk0c^k!4pcz&tXM4L1l_3s;uHH5HmNR?upSir)% zL!zAy`7E3=R?gU+*nm?;r^gjHu+Sn9Ys!+CxHlv8``$hl4!%F&A~MCqwzj?`4}Lak zjOJL~BKqOuKSVp)$HuASr_4Qj_Oj4s=on|-nvFWM&f6VabaWqR@ZM@r`WjqT$@zaVKz1&j2FDHpYYva4wXXSJN(2tUrvFI zbN-8Cc^lYxvQzY<`x-WyuiR*{UVx1Wn(N=TO|x*Bi^+s1(SMiUy>IJ>S@@7zsb(X= z!OeqW7Z7@$$ELoWNP3d6P5f)lo{;+5x z`qONeyOXU&;ME~CwOWaVTlU_2v0ILXPoFDZS+}0(|L~ErUO^U4C@3|=E-=wg(0T`y(Ux$|BTjeEZ<7hS6gDj28;UBpD0jMR5ao9a<*0{$e`)nnbc2SQoJ z^*HH0@`99CkLi?%-5tcfO0w&AP&!wSHTOFthJMtc!WG#pkNx!+#@IT$wzC$WJi8aq zUr~>$q5HO6>#9TU9o_er-_{ZTM<|NHwRLF!E6iGv*mw4Zr+Dw-)DG zj~Y3#abf31!)Xx~n*DwHt$Un>C)a33Bnq&w+iC}|*|`C$zwd8ICidg}rA`s3R}(JtvuF@;X~LAipLZ2q zn(^?l3mY$oG^19X&wBoKE%;1A(%w|%4*qzacl2=Q9Xxri`P6#77M$>VD#HDA2hZ*~ zrr$c(f)Cff+v=Lof_IPeztWXx!5LTDbd`Mz3iWA!8!Br-S8WaZO$#lk(U|#XO?3+j zT=9IF*N15ABUwm{GvsY~8KYH!c<6q+(zGTIuS&2C_nGqWznH#f%e;8#G*}s%_>G5( zE*2FlpYTwmGq^T;X)D^laJpG@uob`8?~3VBcfD?HGLHVxRZJ zcH}M89^2L4j<(+0pPydQfeoMgpO*4<;J@cb62uR7Ai1aWcZqff=9pRj%G=g~2BzyJ z{*)7WNz+XuuRBoCR#mR0t^;dc@BN}^--(uDxwChjI?;&-WA8q8V))?S+d|lhtGA3M ziG_D!i}3P#9ufZ!009603|DzPlwB0IgpyP$kwS@&N>K`xs3=t02qm;BZC?v2DpY(? zN~omGmZh?^phZ0~^BU{C?>lD3m}rr$P)M?+@BVdv^WJmMJ?D9zbM6_HLUZXr3x$%U zs!JXYQ~0#YP&bl8!Tj40d%TzeCYUtc>!;8$scF*i7Yg^rn?LxXSc0NIj=vgpOE7iu zoJSt{6jrDloNdRYkpKIv!Rty2cju4b_cIg@|9GsnNkGBBu|M9JtomXXEmg8sd;gR~ zR8z2=_ArVOv0H>w2wGF#H# z&o05(Lm$I^7nWe>*I8r#UMxY+(BSCHmrG!j-{E#$j)$S!F2-wgd9a{AZsASfLHB^m z(Y}K`ysfjavh(4gak0PGR&O3gHfXMYw3Ua0U-z7P6vl&QdcT_YdLE8DdO0x;Jgh%u zGAY28hwpQo{|U3^K_vZ8dBYMOGN0d^5hX5x>ZzWl$D$Hk*d}h)m6RZE<$|2Z>=Nv8 z3Y4`Y@z@Ve2zxlL1bV^TlsJVFgqG_LjZCAUHGJW+sT+lzr<}L+U7*n8{CS$di^7=i zy1Q4OqtNfUC;!=63U4>`O~@y9iksuh49p1*UOa_28!2$c1>U=BNnuTVRPwl)6x7E2 zZl5@g?7Q2%tsCOvtN;CD=kzI9?~kwWoIqjMV5Lh&5QXrCN^3O_Q20Byon5?@LXDE* z-bQ;0^IQ)X^A=G!le5`voDYRx2OfSMv5CU$^xci~mQYAF;`hBH-A{mNu1 zWUBi;w94gTtKpYR*~=){9nb6UE9T;p(oNA%a{ih9)=>3uF230f?l)z)NVw~~)m@ds z*((=$)@2l?xxL)Hk;JF7Cn+jEk?6g9SLS>^1#fFxeYZv~-hHu}uR`+pEfab4OD(B4 zjRTVlLx}D@6y7a)Ng?h=pW4YHE>`uc{8<}G^3?R@u7675@vn%#{@1uz_R~yrJmJlM zT~zi>!X6u1)JL*hNsx*9l0>kWAv{FQ?d&bzg8nmH)ts{1eb%)x?B zcf_&pIWV7KWAvXcg$3&B+k7=Ce0gI4)+JC?IFc%#w(sH7HadBqL z;;w`aE}qSsf5kL{!uFM?ch?ZzCI;NiY&%Wv4d1_N!3hekt;(U1M=3n|5^(Vg(cQvd zDfU)G4=LHQrU~8@7O&qqa**(@_|NW9o-P!=idXM`x1NHoYvO2KM+!6S4@I4}rSQ)Q z0Z&Zur=Bbuo=0@=$z>HH7Emb2pCH#jcyMVm$Xjek>Se)Inb;W==59);e({FF`45@; z<6n@vh+k)LXFP?%rySj1M5i_u6?Ixf2T!Z6ZA_OT@eZsorf(B{L$y_vQtvNwTuh8 zm8Vq8;i4&UAj9b`7uN43O@%MG(2R`VtN)DbS2@3n$l{`yUOJ~Oor}DZw_%RSTx34J zw<+Te7iULrk&d`Y;)woW<4t&86R7pz)g>;@#h6=7Bzk)$4e>q{!o?E#;k_k+T%39q z;i2QtMOThf%!z+VJw3=dU**dM`!-;;&TcMJ26ty2@Fcp3pLF<{8{u(e@^s!$;tb^{mTMu8&~>bcNwSb1)H4Y6P99+uB?(SOnB+Sp1ic=`8! z?8nN#9waP(IrSq4_n*rg zkE`Y2%>&mT%Y|gs^}Dc*CiVKp@bfX|dN%h-lbC5i=LakPl12enrx}Fm`sLxHEnXk&h4ZFk7Yn3>-sPcAZWM45}x4!Pq zp^MQ!K7P8DI*F5+`TlfJG30mbQdr$ljGOD=~RZTm(L#-rrqF;iU3Qt$(^HWTiZt zuT@ULWbF5GPsWy@dEn%MU7JgAc(#hNwLA~@XPUP(k@vcmpV(ce#e<@si)w5c4>uH4 zBW@+}@bbP%neZeJ?vHo>d$oXvO(OND?ph*-3qxmD$Cg9Z=jyAV5f$iMYiHaoD96*@iaGoKmZRJvt@O(L3XB|fS(>F@ zf!mpnl15}yK;zSIXS>!4*fyxVm?5dasA=cje5X}n>bI>nI{B5T+aG-R-J?pRIxT5E znp_F{4OUgh+Q{1S_2K?6mAJk4?!~9mGWl3^B>k;x3LnQV`Mv77!-w~oj*Xs;d?fD` z4FuHl(ViTAuUEu}s-2O#j1~?1$E}B}$I&>qY1FmmyEIfjikDhO(YW~A<dU%ljA5Qx_RnK5^*i3D>8`8zR%!B?z#F4(F`VF-F$VDphwpp{XVAUn_@H|{gYv-yPpb$9FVelj({3^lYg8OHd%)n>QeDH7 zPZ{`yKI3$N!S+JgwV~G;m`%|&+ez%H+;CB7FoV%gW~yt&F*vwZ`}&*!@>}QB^Y$#_ zw_&&Lh1(29{F;3-?I8mlqrjRu?-@7+Eth{=!XPt9&g^RkgGJ*xmMK$NY+*--S?RJE zK4_pAvWsT}7tUluwy$43P1WTC$=+Ds*Yh0+;{HBMn+I z+_M>UIltDwOn7;^Z&vxLqvU%;ptYetgI}uCv&RwMh8=BI-5`9%o*Br~w`HJIZrQeE z4Fkio@_i=>-;u?EYrV`FG&t!hwwp01iP{!BcM5~=M)~0;vJA$V+f8pHb|=*qYTFqS zov5hXIX<3&;HY!sI1L8NN@p+Duwt<9`_FS0284&65xP%}83f182vSyO@Xo99?z3q` zA3VwNeme#yLRXZj%q8|mmzifTB5|hv`ItfWvz?cI|E$m8%}TaCcmvVpt&RywZVaY` zCOWw_(rBINOD!gG)amT-J3!(~Jb5@)o7`{kP}%Q_1;NEsIO5Jcx%ou* zb?Yt0lKo7h`emjBkINOiC|a3;uesSkhaRb;&y#M`{v%R6H)bn@`b@9htUBzKBM_DA{Z$Z3bhlAA6dRIA?V} z()u)(fy<=l5n5mQNDb;A>EF(W$Yl0lWGf#HZU(*G4SYN=u+g?9{cU&uDd%1iZ}OtJ zAnh>>I==`tVn#AJ)G|6LmGJpfcZX)wACmtZ^xo~EF>{5f+4I#5LiC*vtRi|}v?ltG z3CUZ{$+q2r;C`N28h)JgyNBj=vWY}DT@FiMRxTv=n~hBd34b$YOC9H!kUqAew$qd7 z*dm*&a%~pL?{TJf(LW55#yP0`n8_euBU7d|gW#KVX`MaM*U;+lOuwlNmWa%U?-QI% zCP>`Mi2j)-JGyfMgVVOtbI*5=p58Jk<{&6%M&K*odn;pfBGB0(XiTUl2Fh@Bi538 z^z0`ZJ2(|HP2SVkFL`yeTtov;w(D+SXy~WBG$<*jVfZ%bv?<}|kM(_(8=xT;nTGbh zq*39?o^gIoq6-lk*$uR~(O_ z@q6Yv$I8nz(h7Sl_5Y)hGI5Pk*(a z#)bRYp)GO@*01VeM$3>sb56E<_W+IDu8&~_gva?sLKRh_m$=|VQ9fU3Y~OS#8eeGi z%szBS;{%PRqmDAiBs9*dYHp|$5M3>5?E0sQhF@%Z+XWtteaVqO8i@Xi#G2=q7t)Z1 zTN)?klQ<3)Mi1xGxV+IJz~d2(DPAaj`GAIX#;Hr{i8ONfKj~u$a3yYxPw(=M6(|Hn*49MvS-~P8d

z?=tq%_%<=wZp2O+NAlQVFAo|cQTg-r7Q%y4mXXFr8jlNl6aCiE;ACvr%-Yc?b(w8C z*M^2(-c;R7i)p;>A2rxwM);m;bKQ0xjccVUMTtf<+*P&QhxBN8M5sEtYSUOQ4v2rE zLF(<}1+UQ)Xxz%+@OF=(@$y!3{~IM5CeF2LljR7nn`X^CGQ@|ic7u6YFCS?EdAnwG z@iF0wq2lQ_K4#CJ6j#&4$H0yg>6V}PSbq3)N0yY#Ba?M5tR-_sp-%dUWegu?i6=^4 zRPdqvZ_n{A9-qvW)tbXxK5ia5rPn&0j|boG1`5esQ)0dQox?Of+#T!{v&npuJTBI- zb|N2NY3o4yv3$fh-Ne07d|W-hXJ(ZgAKO8e(fE!w(EVYg75P^oWmhiNZz%p{i+!sF1isDG|Gwp7xu5V%;Q7&XV#ko z8GJljo!pp8_??_F{qp`RH00iVK5rFH;yLrjxoZ-sk0mEeF25x9uipv9og~lj6AB}U zpNwjb%=J<}ibtx1Z$8XN>zAS0yL0$xt{&D_;k!@{V#d6V`M7K_w}uO^Xs zURCVEkgBTZsoQDQY{uiiNcV};0?W&I*( zs2WX{U(_4bg}5BCg#VwC5aWKFo%bYAh!&sclEsIGNR7GuHXup}sr;F^_2-4q{U_<% zHa@Y}yJ$D1M2Jf3Uk$#kLX7`?FSqEk5ZYM-w;U8iFv)?U`6dx~31=Q1TqnZwLUG+B z2NAApxpCt2ArS(vxl*(Di|}OlwK&5^1gi;4H;OJ1`=8mOs~1K15m;~S5hlXryV-9R zo)bY^#(Q}PEkfd-{%r>-aPgw=DaP2EdG$hM1&Hfs~X&m_HZQL6}d=A{aj zG>LF5Q+3{o1`#X=hkv#!iV^cm$Kj{E7}sLzlKW)DsB9itG4w}-)-AJs{2dVCaLS|L zPj&Z^Guhg+lVpmHFGq>N(}oBpUjjUVyrBB){)>T#wSnHq_Ayb2vW6f zY;_YO{q_h?L68_h|CaYSoD^eYn6a6!pBR}HuIAl^VuTijx>Og4k!?|%S6d^-t51U^ zI~Xz6N*7$!>kz|6D>YTqxCSkS5p@@BYq0tI=*)L+HRwxUa@3prRxBQ~tlPf^m;a{1lnJz6vRlNm@gQb|4@R3nH|RaQY47n7}}Y4SAtFQf?tPjNuZ}Z zV~_oF3AjJc@%AthY#V&!eo46&qnB}>_;pI~?$Wz++T&}nY~$IYMS~K!e)D=5V_3{4JwUCQU&6e(~#m|~E*G=PUVeO%D@^euwbWTS>*CnfWkeem&G zDIUGa3b-VeqOdjOKyI}Z+8oagDI-Non#+yv!%}dbs!Y)ul41tuD`$1T6c1~Z_xSfp z5jy7G+y_6U_}yfnBk7bP;_9Lcs^6s;igPVr-6n;Ym*RZ8KnmmXvoYf5QcTzpwPO5J zDSF=>U%4hnij!+OreTkzaOae6eU~XkrGnVHxkifMy*JctQ>C!%YFmFjNs7p}q|||X zQf&6WUeR`53e@hiND7rgHb93Zsg_kyY|i+*h1rU?ZwU>2ya`FM_+*@67$KIkgCX`OW@ISS{3U|2kxM zvKBVcr*o_h)#C4`j03|awOHuD(_1mS7AHB=jN8Z5A~%2VYfZNVoqGG;@oI?<-w%`= zPM6@d{7CWX$3z$77ffw?Dk1gBQ3*INfrWk%)v{TFB2D+UMII6i)s#lM%#pxnVD0uA zGYL8(x$gU{B+xF2xA6T@gF|M+m7&ra^r(HgUe{2A@{j`$mgLr8?oa!^IWKEqYs%7} zi)%2UczvMqwHoB;q{#Sq)!<>ejrZz1fRrs?fQG)kq@NLoE=)Uy-tj#JBHSN`C{Dh{rfrVnHWXQ>qpJb6~op! zDR@t~80wWW&F3GG{xHASKzc$9pO;A6^r8o%S)r-&>5{^Jh&@lkb<$xp`Pm7h}TZnHBsY5xCjA z943&yIP3JH=$*1+C}!?%YZi&HWLw1~FQEwY)Es+V1tOdqC=@HFilEjhdu30u2o~%1 zq)L)R(6x1r^Y9nJ(f-`m?h~ZX>t|Tz>xdB77I4PaMTE9J-jb8^L}(NkxHOUeuQhGY zrdQ-$xcSUtSHF=6&eq9!D@Th^P>|@TLC!^n$=tJ|g^1r!*mAK^2(8*tf4huDphnJ9 z)UOx9OLt^|UXKvvlTTL^p04Mpj1glN{k^X*Zo5F_qR_4Sj{ZEzndG~1Cu9j-ddVlcwHd!J36IKYzrwC#DW3EP6_4-Vt;W6L0zKaGYWM{0<^*4@M)&7xX_Rg?7Q~HtW%gTuCx=co#F9Co zxlVQ0i4Fl)OXZ^{t5##DK)q)8o&Y`#N+sr}1PI^B-@lv88&jt&Tt1^z0LOdn2lX-q zu#ua}cdZd%QKO!Xzn%bo3CF(Jy9lshdbH+MO99UGZ&3HyFTl7g>WIexi36`1pDjvW`>U9wKWh zpOYN2j?7t(p_bK-EV@swStw)AVr_Y?iIE+P#jdFE5=x$5<9G7y7hL;k+dcPR;=cvxofGz9^)PYHH9 z$PwIT+^+HeOZ-X}Zc82_@$?@1%b zA=Rg(WoGV7_qNPT`?M)Zv>}q;{rz=b=iGD8bDs6QpHnT28Kwgi(qh)!Q;nk_qw#(9 zP!9z;Hs$-}7KMP5S(hziD2T@vs^wm%;H>7wpA|(xZQ7~D2d+^V)Txua7e=AC@`euQ zGKI13Et0~)6mDx=&Q=ek;FZh^IC_D?=&S$s#+;+DAkg`7@mUI0DZWLYedzUbN8c_! zMPZJ%Ot#Sp3bTe2vwV(Ii2meM^3a{aqReC6Ocx5zMhz(phdk|Bv5j6ADzUWEqj22+#`DYC6e4^LbFwukJh3&}(4kJD z;ogfs;%XG$S}jq~T~FIb>mS==9fcRJuGV+fP*me&8=&Z5Z06oz_!$V<9W_-5CUt$CEfI^zMt(V0TjtW8x{9Vpyd z6xx?M$H1|``vMT4g?4|IL{rF$Z9tsPu7B`fbQrM+A zVn1k1L0agP>yjN5mdtpSzsG>ymo>5=U@L_K=~s3?*P-AzYx{P-CWWN9@Nc49C|C;( z*=lT}a7AY{#B~FOaB1qoEfw0n!e916nL^0)fLULaDCByIy^&izq;?O(_+ZB#zM2ORRt$H}4 zU^WGhEov>@q7>doCg&{>p|Hw5EY?7X_Rrkc-riFr!fn=>CH)~$E^VaD_(j6Y=(5Pq zaS~#x4?0$jl4u`4@y_ZyiBs2`Z-sm%aeM>!c-8=kVHMMDt$ieN=ZGy7>m_lbYp7eR zi-f0k=^OVB65K;Zm+!Qa$nthDFK;68YW6ItZ(I_;--fm3R|^))2AOJm;)Rgt*WXMA&G1--uimzPr+i8~Sz2cku$D zd{L5JUm*!~<+W#}@=4fFH%&ImC9(ABhK4h*NgOcD7f*dj;st5BmGhiF*LwKCWIBCM z9hk05Bf)MjoN51v#NM5!uU}0j@q?q#kefu}jE_uDM?49?R~xFu@00M~P#dLlhnCa7 zZmUNuiIbUTeYbCrAQ+tqh$4}3a;Nv;HQIi%Cm+dPrS-Zw+Gcu%gh;u_TmN7ZLXUD| zUI&thA0K@Mw?PZ1><`kp2p#tbRio`=8BQIaHK_3Vbe-F*80y~>fH5+qC#bJmB7 zkzo3%#~lzQ;dG(av0<_n+!CFUr`t&ApWWf4u1I2!iMR+AP0MqPk2_53b?5!G#r2y> ztkZoauTRSnsT{G5p!HJo-|lU1OWW=3*~AbJ5=WxaD;LoBRIn0$Q|(7$XAWQ1BY?yr z`z!PAhmc6k={{IN+ePfm2IoJCB=VM>FRrEi!sBL&jMbCa$bMJjRZZfP=+0+PXt_UL zw0?e*LBd9Y|3>a6iJNaEn#*W=l|I&qyPuBYPW zzr^YKO#O~v{B5E0t9V!2U%DBa~z2fLRy zTM8=ba3|!TZP-8^il-gERNq>MA@e47gI+z-E__?%xv3uJ?<18poa*tNtCcKiQ;#Iw zVwKpv^(e_raBmE#N8gzK=WA!{VchEXfp?-F+e{a*_p|Ep>r79G?sz?P=QBl}2I_I- z&f;s8ZS@$M-RrL|+<^YAbye=R4ajCktU2k|fD_EXnbU7K;IT=2=F*D|==6Ikc=NFV zUFo^8hgurI6O6UGmo>m>i5p9(u>m7*rAL!w8c{NHTv<`I5w2WbXOBT6+;(oimv*HQ z+m5f@l^)lKCk(H!f5DB2Z!nX*PtP0LO{cE6HKLdKaD&#*MsN&Mna;h9m~5d;eT2A} zp=zEUx`&Ix$#gTvtz5{xs%(>U;NtXV$;D3txQNPB+wirLiqIa|Tr=MIL&5rw7`<;uS{{lW=*v7-$i0#L`wRx!dDtF+PBMrZL}{!0pUQdIny2BaTgt=AnEUezi+H%{Ff&_5 zz=IxK7c*LUNDlv<5z)lMoFj)$v`_JnHkIX>^M?mzeK*tVzi2t(S8`5|^WdI({By+) zK7>8Yf{G3Ja4D)xD%;A(+!s9OS{**p7v@z~IP-BNCy?Fgz=w^R%yN-~eAF}2MwD&& zC{S_l+-J?le=!n`zWe$3l9y-;-0khmVULmd8R)^O2WT)0=dXkJta6WafJE zu}4E)veJW|m+N}^=JJvJVrBM~*L?hGGpoDxl8>sV|EWKD&PT}4lm3P2e56G+=5U_y zF`~S^xVM@QzZ0BSLX~{9d9Y;^KG5HnncC`ukK(mrQ7gLnC|%L+Z7AU5!Oc=Br#3$F zk1G_PZ|39t+Sa%j9v?@quKx0*fsbo}ZI!9=O_0i7Se?0~2@#~3RklnMUgc~5&Xj6` zFtx9$T)PRnGiLpLpwWb$+Udd$>P?7EsNOuZp$VOi<#O7VO*m)0{lT`qO|Y7}F(BC0 zgwL1Oi95tJ!9&h$*!^`AR%?z{#XWCA*X@br=W3epCR{G}%$#P#x?laPBhrl3LeF?I z%bQ^mq1sN$G~>#foV|uynxVAmd6fUUX0YWy3C52#LvdHq?cv~N47O#o|9#htA94OR zTuw8_w!A#rU)l`Suat-N;ua_;`#;c~-U8j}yR?=qXo2OifhXF_S`g5)GN|lC3#@YX zEOha0!PH7`QNxEVs2o53_570-*!XDts2XU&2bIwmhTmGCP^~1dJlcZ(&_nJY7PsP$ zetgFP*;XuGT5F@fq!rhVa5dkd6@q0K(>)SfAtMy{o)gdta-@5(EWQ<@1_p1Z6|_Qr zR?G=zT`QcID1Y?$){3z!THp2$wc_{kuAdHT+ra32+Vh(p??tvNnt0G-XZyqRo^5FV z{}$tnuk8)T547WFg}WgqrX4A7*Y~C}+hO5Q6~T2YeLnJg5^XcRY0SfLP{iLrWz-F;0ud=lSsP&TksIDo1ZfIb7 zzo7t%!FLh@3y4|{nYsd8-KDp9 z<$3}5*72NoDgyYMwcj~S-$UHszM`mx0FmKBQ9)}2Sgl@mZnL@oVMi{(J+{_EPdHUnW3z?upnlO9iN3@#(rMZI4@j<2NuR z1V~~n5=#*mAk|{qxuu^vP)c39_K&usj&s(3!d)HM;dou*esu@zla!+eDmyTx-qw5W zBRzLl%1@^KP*Y}V`0;rM^6q^a&pY3N{t)lw>GUYKs_u|1?LXtV^9r3iJCHOMtW+V@ zfotF6;wJvK<7?98l(+xd@i}PTdh`BvJkC7t;8IA()4H3}65h4r%xA{aosZj* zuc&rZJ@{o7yG10E*)r)`M(*%fbms|^PPnfhDf+n_sWu4(~&%Vsudx* zpJJ?>S`op&UbM-)6&u#P+iWf0iq~mlhgBq6u{zXAZ4;f(#%~?coj7#8Fw#{}ENy{! zkiBnoRttpRj0V}4w7{6BqCJDI7c(9VHFSE=^=0oty@OlnIZFQ zb@!_jqg&~^^!vr@wNx`4r+Cp8>CNbhQJG4v*#VGN6y0jSq;g&`B7c?WUE-E8qCOy8N)itNR37RG)4oq$nsvc_jj^3c_ zaH3x1naCzYoi27c9NvVNN9QxFT$+&cy70~LwkA9%5$<2KlpY($#0Th6wWU|&I$iIx z6qHT1|MKBKy?Wp8e|&g+`SI~y5g)@oV_ynN_!z8nQJYBO!}h`rq26RZw4}XjE&AHaZ)3$U`~UCv^F`I0^LbE;tqm4W=V4uaquN(5ng?E6h>6_P)(&7S&aM)TnL@qA}} zy$1Xe9uIBSXu!{P1KhA*^%%*v7<{y*0qcEJV|$l1pw#|>Mt5pGR>iz+GP*_c=dpA4 z*N5xj-)DB~+>?6z826f0R#^}0KGO#>XX;UuSUOi84zD#+&nE=c<6F7LrORz~nEa}mSutD(?uoSH27BtjTvu^Ci(iNMkw3H7o~*<8 z`c7-Ji*<;e_+)A;RtF{fdWlr&Iy7@vF1J}#hfVfrT46pke=EIiy7`_$cl39u+G+~@ zdIh`VZ&MiDv~FN!3WXc`?tEFg z54N9nmDNK+)4$GVFWukz_!NE=d>|pQ=3KxP9^KzYzbJBWB@wg8>I5^0gs5xT>&FL3 zXr0SHnSAfA zMabH_bvLHfqWf`q{xs8COeh}|3nL%U#zD8bF(a97IQEzZ^3!_iGv|mxj)Yc zHfCqrn7r*{BW~lvA-hR7F8);QdhW$W*olY!yZzXZIsWpOLm(TIFUykVwG#-ssvTz| zAaLH?i$AlIz=aPvuL9|L+_Jol{q%PyTP<(*Rsv62M|O(eWZ{@TYX`4^0ON9*gxFOU zGAsfkN`hIK^74{V3t)kee%u`G%fjNUSzSG+Sok&NZN52=Kw#*ly}?-oILw8-awisi zT~h9Rwqt=Z$vi#zfB^TG9b-`(0m*&yi#OjQAot@*!7)P??iQ_}60Q<(h@D923?|U6 zdPa7004+ad*F>Z*0qMw|k6ot-uqAB?Jx>C@zNK^Txf1v|t>nLNP6QsF|J-0^Pe3@; z<9lupkjO_##ncapFyS9J7ZI>O<`mmDmw>rk&tD>wz^>z3 z`qJqH&EZvlOaHR)aOtb`+(ZJItXm4A_XzyvuleX0Lm;+Fc71*%fsOGZYv+a$NHOhK zJ9ded7k$vR%%8yDQ$?HP&JyTT%$n}!O<=9E-#_vgy>I_Jp$#syotg^sqa6vj+IbXy zwk7ao^kN(kE?&EhRYKW*-;wYDMMg>sD0g5N%}sj=_>IO1Zu9C#*WS; zz}vzXwh$(u)}j^mVv+^--gZgRpDaAzua|vvn1xqqbL~pLu&~Ima)#_D79@?!-uVhx z2>yJ-hiqn{MQEO~Y9k8?64C9~YU%H)1-H8yEDT7#GBWtc!UEeb-xEt&sC;6O_~R`L zWM2SgK$*Xpfz=xp{)|+1zIw&N7EeLQ>}M>@depqk{V@v>7KQK19EB1#BBP7CimMvT~eR_$jwBM&cj~7ISjFJgr%H`!P+saxV*Vd7Hi~?qZ>B z=xRjZ4iiGNJHufb!^PLjL2N{+=!-LY1GHvUQnQKjOH29-j%W=^bm-F)}nx(Z3m}T*eq29AhB!vijXU-x&0*n?2J%GhmaOX(rUez!Ld4 zc@FLLe02XnKA(YDX~yFD^$hry{IK<6Gq7`fUD?NK2DD0E9aZ?iz&V%g#sS3)OqM!& zHWn~o$JxSC%VA(!gOKy}Oa^XcTP*B<%7FFs8lF)q1EbT zbc}%%y=(CrE)2N-t8%&RNbh%%i~VNHK*KdcYOf^&E$idzUYIe!wV8~XwUdFk@~?yL zh73IR|1bH2E(6h}`gZaf3=}obo$}wvK<^l{sBSF-m!}1NQCY>ncYfYzm^=e3PAwa6 zlVO12doM{-k^v>R*Bft2Fp#?Tx=_zd29ivIergFbQ0jP1Xk!WkS-GD&+kVtwO^}Zt z_YMR1EbNk1Z!$1azk6F)1Oqp-B8ytDFi?Bt(_M`q2Aanjod+6f;P;k_?mNT4>H8hw zh9?>D*!Ism!Gk{US^J`qBMfxM1})m-z(7^u?5tE91~xjnd>FG}AoOfVxA7hZ6pe36 zI`uLj94Vcb(!qc`t6zlI#K6pmD9OLHAA5EvHqYcR@L+#jbsz1=m>KHf*UA|Wq={yWilY;>Z?Yj+Yv~^gJD$BIFPq1*>_}TFM zDi+)>`URW>o!_etn#Iy}a`-sjj#ftkO2`t#_Z!PTs zfs^VLqOS@G1l-N)>^ElPc}l^LSNd#Z#OyDg&}5_O*X8(EYHYk&E*tQ49UHQzC96T# z@w7CHzHxc_{T2PNeWNTJ&I(KCcc!!PujBiY1PL~T7uKo2n@OKzB+t>f$HwiUqy_V1 z*fm1uP<1hyvtKa9p z$mhT*(mDBTJqKYLLN5vpImkPRW}mArN>V`HDA@%{JGG{=<&#IIP$Mycg|!DVqabc;n5+CrY>B@WP>Q|QAS?IBPk?^9~tK|tL&tMq9T0okVpUNcN> zTl<^p%02>1$uXI0G{>^#zYYt`34C%=zOaqvymLomM-phxbC>NlAJZdX8h1r|AI*7| z`ITDFXwC~rOirC$L~~O{%u5fNSA*rxe6OK-HKVe@Ys+&2;#qSVGoKJh_bAU@J&yqM z1FP`GYyuOV=jGRk5a`&ht#ogS1r;Z^TjRf2c-$nq&tjAX;T!w+Jo`#>aoHS)$v&Eg z`-=W(bqe_2uy`}xvp`hIWqp@iR-jKlxoNIe$w3iAzh_bzLCJ; z)oj)(Hti?Tdt8-D0#^n^=h&9ed^t~cMMXXVOSb@igVX)eEKZ_s2yfDq2{KDmSD=2_m4y9q+Ar!NcnMtXUf*LOG+sI>DwejZ z*}DtoG}nnMcU}EW_alo7Cdw0Nt}A)}|;aO=-1Z`rVmyE&q_hVqzyt@!CZj7FPGzK8!ABqDxcJaZU*n_n{KA<{cB} zW(o`C3Ya)oRwgQ)$HZu-efHKj^!(wC>C(3t*j(P_edIO+ssYF5`_LS+aP{0x_op+k za$reXswe|FX~{)%#OU|)WZ1z@`kfcvyfq%3LqmPpnTQpyr?BwNy=ER`iuwo(yMXi=7;2r2tAGtAg2AxNXM&Q4>bi>Qr!D8&M?t z*{LLtMr^kyoH{)l(eY$YTxNR%CcX6Q8)$97>rIa(RyQ}`@4m28&d!ZU3wsdxu&x0I ztYZcpi3Zg9zAkBNbpxt3x7Gw>od7u`^6g2 zP)DXQQltU1B<^Qw3O8VtT3zXXD;f~AJ7o8{H)*Vbv9X>oG{@tyi z4t>-fmYrwS;pdyN+kVv4;jLRW45`XG{KS{pD*C(*&uae-{7_hjy3sqv;u&@5H6ov_ zPp!kT6$gD*EwE8p>8(vbVjX_Be=(#t#l}so!5f-J*;sZ%LdIfl1@&8o)*k^K%;peb^|prAsWsi;Zp) zj)}hRY)lPa@}PoXVYkGt6BdqaOna}o{?Q8--mp?vbSq)uS@mbTzd(u2NrU7DFtjk z!9q$|k8I#E@_)OP`rcZQ=RJ1F+F{DVtBVsIBKNWIPU0`2L0uL`)*Z+-&}3n((PP8p z9V~pjqNM-VHWq4!_aq-xU}3V3SY)0wxh7XN^GmRB+tc9d&TCk>KKNQhU?Vup&pP z%f_CCQ7yNg<=e1uWM{_sGD{X}w#|HVILJcdYfh6dj9K`5yS28M0Si|)798@_Vc|o; zwT$}REPTH>{G6;B3)RMM?!TqP!tG*z+CIv$aK*p-9_`)4!k5DWiYe<^_-cQ=sg^3obu&?Nr+~`X8zxE#=nEcbW1`p~ouF`-ID3tAVu4NK zAQAEIL@g8ZtPBo4t6*a5{6U`ZGbS!^-0kgNz(g&Y%0+e#6NNK-g{8BY_)OM`7ns7t zM|wEx9F4nzOyh+Pax2^d#%vwM+ACKI=#OWN#NGz`QH1_X&*u zPyKrKT>{Gu2Ri3(ka;AxKC`(-V4~T{s-i1oJ|*ePmR}?=*}}oj#ht+a<}LNmnZP|$ zZu=x12-KcGWO2=wz?F8|x^FEB>{} zVi&7H;1zZ8je}}r-ecp-cW)!GY*(35kUY8Xh}N%%NZ|D+x;Aes3EVh#CSvn*0*j`^ zDBgtxS`m)t8|ehLPaH3jrVw~HHX=VDmB8wzFJ&E12z=}9E~Few#%;_t4vivt-q_XC z7e?}_xwUuiZ36fIv7AW`Bv49&zvM5;fCwUE0>&}t!ez-om za+<*5nNIKalLQ6|9)6`_MPT$Ke{;lP0$(*e5BNgz_-Ik?IP52IlLKLtyqCaMIn{`1 zlE>2gvIa|aQkQwN%L`OUoC_OI2yP)zIK{HuMTWr9vgj?ik-(~LaSVxd1U{af)V(T3 z;NBSM?GPd`+}tl*m5eWqY5 zqPlwTfpb!bLFNIelH!Od8&W4<^CK!VpP5C@*5bt6WSZebEzTA@{rvN#77Y)+Gc9>v ziyNE&dFtL;i**xkK1;J}@w#P?QdfB`&RgvAc$i;{Y92>3jWcV}Pu!pv744XF)~{ zPJ}4ZYEo-({k`>F-mx{9;O>{95MG0>-j~$g2i9P=j7U|~?PyM7keV;nzC; zTgUEJVS;+<*~{0ekQ#HQ-r`~v*1zFT7I3M;0teMMm9|w_s2lUi)1nGbe%S21a$gk& zJ=b#&(x}3Z4O@bnf!pz z=@)YP@9PKNX5l}EhU?3ZvT!0+l$p+8p`$GQfI8{77H73{KEGw7h%5i}r6+9k@s~cZ z-Ik4CL#MKh)7Yr{^i=bAk2=)n%3Uue{pEo}-8y>Sb=Va+Q&L6xPeq3ZFUIfIqhUXkmRo9p-c5BvXzp0Z+|_uH?_|3J*`Jqf%&s4o())UWh;KcxB+w5 ztkarJYd|Bld`hfX^c5S&FM9byiDVpukI4TG4MhEN* zP2*tuyqlHlbuJ!^^_ceYuux0E;E>=8i-NSb0qDb^P(IqZil&e>YHFw}5ul|)v zqAeHm>X)1yw&bFo`n5{1;NtQ5Hs{ACTr{w><{L5KVm?z)wLh1OY3W0bduUvo-1+36 z*mN%L-gZfRIFUSG;==}`crKo8ky1*1$VJT(n(uT37p3lG9y@x6i%ZGR{{RW6z) z_Zstgb8)Wpufxb32lX(5>ie66K^fL9Po21^GS0iBKElCG2|Jeh4RTQa*aZu*%N)FV zS9PK04F@IS`lDx5$$Z{)Rvul(MME`1=`AFW_iMD4`9J2OrAg%p`&=G=KjA9>;5Qe~ zsR)i%?j-YkZEq_z%f;uSvnLY{^3a^&URwQ-hhd}hQ91%VEEaW0jY#6*=4Ya(O@(<_ zG4CvPE1rk-;#Zd{n#B;qq&{{>%NR6}-dAMh1 z!KtU!O*ppjMDD{G4o*I&y3{0dvGl81NK!o6HyC5vM$hxGYOJ7FnB=L}G4@}0%)=Kw zIblJUxukD*HRh4^R+soF@oF9qUnvC7DEw$a4O-&1#Y8iDYJK}%YSoMrDyQ@c3z|_r z_uk|C1w1_RAZ}1?goj5_BIs^lGjdcL8VdZ#_k+oO7vA%5X72un`qw=4m5}t_)XKwF zCt~(|6A$(5cV~LBcz9ZCN9mm^9u5_CS^X*HA+5bgqmrx_eS3$+eS9Q7%Eyy?YFaTp zY*A5LM;ktmXg?&%IB@ZF*5bNm zeAg$qHqn#3Pu4!`g8k$w(OCJ7#NnmC{nM#f9xCq9x~oL;6}dC9^TG%h&vS>R1j)FB zby2u2kBj^3-)1NGl6_`jrLG?Ne)hEMb2CRSYDfGY_9FXWV1r7dJXvQVu|MJkr#X1x zfO3!_Ecbq=jyV>aXIo0dgvY`^F6mVb_gyUV=W3Ldd=ks7+GK477+P=!oAIqwIm zeNzv{GSMLX(T7y>JNI$tS>f7F3NWQL9gG7gU>4z^5dJ3z9*fOh^W2*ct-|81i+@mH zzb$)5MqdV4i=$`sjZApb(xyGb%7lMwo6?$2QNTWGS4W2|4U!tP3{PBQfSk$U|GsR_ z2MK1^)@j8;m{S&9w(?v){QNN%uxm2|s!QG+9Ft*y_|=h1PD9zS-g+R`sfq?q)el%i zMNwd6B~`U(dlp>TxvPy6p9K$Oo!_8LHn=P3@D-NiLMy+?b3XFijW;>Q^FMQ-SM!8| zlo1tL!#;kKqEevvu9Vr4tz0G`kOhI6l_#P`vtVa_N^gdL76e;~YbB*n;M3y0kVm6Jy=CHy*O%$A zi9LHJSvePePO6S|m*j!#(JYln**rKuz0_3p3?0mzCcKVPQb46;ETJ_s3vv}E%b468 zpw@4|OAa|eTnJh(yCV&3woDjB-%W#sf>kSSIAy_P@jn;s6tmzzd%dq-_B0skPI}s^ zkqd`M_B9_f%7&Y7#nod^Qekw}SIUBVCg^nsua9y|g-xZMm(PZzz}we*AGnZs9axvT zBPfRg%T5~@EPqLZ3+sClJzmqGIlnDLv7ZiuTbKzQtMWm+1M>U_vmt_AxXf)TKi4m#_&bCKciQT%P@m91Lak-%`d^vwv+uyE`TR`KH@R}l=Ok} zJn;Id=ok2d4*ni)S2KEOFgs9h-*h+=l2YT^{hcyFTUmRTK3^ud90^kW&dr3jok#x& z#$-WL<(~TJL>jn$>%BBwmIKFqgHWo84xy98x_~DP$dP)W?B2=%i!#5vZqMnUVsS&T zDmDjRpN}e%Jxbo^FRF`9F<|8}={K1-81Of=OJjBi1CpkAM;PgJplthh!CZ|FW3RbN z@AK)v_t8}+W=$>}+hesWLM{&u``Xu>aL)t74Mmp&%ksc3Pb_FEB@Z^+HAWRhG<8>@W7U0JfKShn1KYLLpzaR!4CmjCM6im+KdT!HI{OE+G<*IWRu27Pktath%zU$?o$s(|yI%zU6RRnyZMhiE8 z6+!h{uPxU1ia@fIl_^M``+YD~E7qtGep*D_I{Ur=`dSVRo+v8>5y?i}8(RcpSJ$mP z5?=&M-}y`hClo=afN*MOO(6(PUkVaDUIm z_YRAEunXafcy}ltuBI?4U$+#%MBJIcyGjL+Z}@GUka7Wt(tVtQ_zJ=At#^m zOP0oAKGgMF)|)a*tD4>u5eqtlG5GJSq>&uikYuEo4BPEiHV;ItL<9JKf`K z4s;yXDeKauL+j3&iHsaN+)eB$|18dcl#Z@L8;2MW{H*Nn8O#M)#;Q#XX?d_iFZeg&R0f*mMTCd<^K-w-ZAKMlNB>0UEd#qr<$1c@( zopR*!$(+TPyCXJ=09XZm|TEHc>;M4RwKi-gp8xI z(Ko%H0X`!t!=I${fRJBw&5xc3%icD`ADPX8ch~*PM=WVD9Tj(@pX@{G=D&;l_hy59 z(^-}HcR7#{|5|VjSx=fSWy+pObf9l!F1y!C2YrgLLu?}*7H)s``gEKQ+b{22Nb#n_ zx=-i3deRt>D|OxLjWGjC#dDm&`xmjl)6jy**zXl+I+I1vpis+?;8zT?seK5hS4Cp_g0@_ zBn|d-Dx7*XK!qI^_p%?7b4k<0QCyjv*C&jsJAF6Pz?A>>?>fG0DD4+o-RqbGZK1C3 z_qyajNVFhRV^Izyt9t$us6vB|i)c6{Pl15hD;68sSr8#RYMLFE1y;jyHouax;Ng3V zwC3C_AZ{D3nEygP{~LOlUPSim&O#hgqQX(3%!T9sP@$Lm!l$mA0{uIkpSJFyf{8%u z51mjd1iM$<&(5Plbb8Eq=^`4uY*I7rI!1%Um9HPPJ)y#p!DZWii&8-C=9f!;Uo+s{ z@jcdYdFha~%~$v0vNSM>=j)T-lnh^J0zIt?$w23H7tMC0fwtVS@yF&_a40gYwqp|& zh7C^Cjiu9I^SM=1{4F`K%B4yAum%G%DkH=4$UbfTeP2VddM;d^(6Jr!%mpikE5GZ9 z9B}xo;(PG{IhVo{m?7sfAjWI9BF5t>Y|^~7!+(dCl?EZ19s0 zeQ@#$iQ|%6;RB>z7gcs;*L&u}t*!^T;U)!eA;8uB2Z`gG*GGQ7gd~vN9P`?|{xO^_ z@)+z;PlDPPnFhj?G%!y~qnXELK<>BGuDQ}#Ftql-cJE*c1SXbl{{OsXD_@}{PiMiJ z;wgde?pe^k(D^%p^jX&otxS&>(_pGDeSc6y4h(LOP6=k_z$R6_F~?3C#QV4FZ@NGM z8K0#_%M!96-#IH#(>V=n`?aL_B{Si&^jIcgl?l4-JNaAvDX=L(qrHdpWw+1YDikrN zf}qODS{*Mce7W?8z1E8KV+vvZ?W z-C1y7@zwUc64F-%<&krV0_pF6<_W!`!0tPHyJg9IbXPP_S=vyb&`X}WOp9DiH=5mi zm<3E%+Y&iH3Uu+;j9Lg%p?ZMA1Z2YvY zE00ZqFq?!XJ6{TjUQDDFko6$juOZ>=n+X!$4Z3DqDB!!M@P?x^S;uzwJY&c5fPS!c z@TYwd3}`!*NC(ouZtKBW51CZZ@;Gy)(Jm1z1q5s9DG9L7w{?8m&jc{kv(dSkl?aE~ z&+CSyQedPf&P^&d73!8h3HFdrhu%D`eL4H7@Kb8w`t!RvuyTWT-#pn57L6a8bA5Sc#3~8W-c6NvPv^pH*o(CX>BUg!WKj0_b0KV}k3K5#&V|me z`Sf{X(q}$s_3<4f=RsTakE_S?VC?}*m%jyE7@m5N>jvKhkG(ubo-zBz33?f zRm2#4a!H1K?TZgA{L*3i+KaxP->GoUXP*l#Itva|-S=;wCh-kdFz>#c2Rl7akEiGt z!2bXM0RR6KSb02D?-v%5kSs+?3;ITd?1gwy$(lq+3R$y-lr54qyKLFbjBV^QbMI)A zLsUYMEh$pjlBDdEe)sp+`OKa3zVCg`eV*r>duK8eYcuN0(ax$qSEKzUDD;r|RSq!< z3Vof)f25d%EJhZtcWRSR^x?%1%xN-u@n6|n?avf6bJOutj6@N-Y$xE&&n!XfuTF(; zJ6VQ8gU)aL+h2w(){5_(45uOsHm=5-dQ?=$C_AR2O+^L2Mels;FGVxDq9*yfOOVRI zo$x}P62uX#-g#?=n&`;A_;uyUmGnsb!xb_KF57K&Is zQjR_ao98tLQc?Z)jKCZ#D%$7NvB|29iY`iSJ{a+a$oK5*p#hR*>uE{ zAG+$ALr45&qQQ>2bkt-ln&!?wzzlD4-g3U-(LPuC77L6C*c+^=py!M}N6>gIaW7??IwR&aC|}1I_u%IYtR%s6}6t+%1iv#@0fP zz9bAWC^E`-^e|L$x1@&47(<*}e?EDnkD>eHqiovW87OZ0{UZ}e4Dp@J?kBO}$aqTX zK-FO!Wx5#)?<&I4yUI_#Wmj=z6}4aLPza8?#p1m`5925>q z+4(&GI>dH-)5#FOI+X8|L>I@INN=CF@sc?c#dkMB@{#I8ms;LUNDf0 ztt{zkG=}0lX7I0Z7@E8~BUI7DK-5FaL#!DXDwO?eI(-30YdzwAn_O_jBA7fiABrQT zEl)3P{ehve7=N+k-#D_nVJjMrX}2)Z97BU%-N)TzH-AWXnM6 z>o0x=`OwjmfkSR)h>pH%NoJMpVxXQvwUnWM3>2Txaz=L+LnnBA51&C8;)WyhiJWwF zcreE#qMU{fKksVOkf5Wv4Y_{XLKw(0fHgK~H;&?c^}b6yWui^ZZeh9v{z?ro5&gS3 zDm*2+q1P8f@7P~=Ce>m{u;Gq=Oc;hNwI#crdK1xnA%%5~j>^s+e^P12Koa`RJqGR`4+Im(**Al@mDn({|>mr#*(=2-=uyCoxbd&Dh7+mC(oU zjT%}RbVQ5HIJnMB@Rsk-ufwhc|IfOi_znh|DER9kYR5p0(w&;`1L=rSnH=WgNkfND zjH;>bprL``=Yh4}G*pZg?93UYA<`?$>sL0?k*HGhOqw#Guj`AblklMi5c%at_}rQC zEPfeH8rro%toaU=hIaVK9bP*?=#N(FsdA8x%&rG1tp28<-EAj#JhLZ!jIT`dyEqM< z6Hm{5`K|_e+flU{l7tU@G^x07jD}nLSdJL=Ywxlq9+a7CNu3-h*L1eX51Dg6=VgdFdIk zuoRRaBl`h8cCTV&-dY&f`ILerL$BTAP9P(7-`eHHWD2TGdVW5jrwBQVWp}q_6(g6L z7X#X#ic#S$%yO!<7+oQgZwJm6p@JuR2Oa-VkZy87O@J{OjTh^wlr~m6 zM7)=8Yv}*WLuYR~uxC`}pyJSq*?gD#s9(nmbG@34sBa#&EPc;KuCi+Trf=sXgI(oY zk5=TPg`P%xDX%3!QZSq@k?0S7ow3rXib?mz2kjq@#(T4_e!V(vZc`$V-Ww z_fVbTnUAD@38*XM`p2=(yJ-GF*2Z6{k;sUiarE}HP;_ouHZxE#3K_kfH(Qy$i%L}> zVKYk{D%E_qkS!61gd)J;$c0$cEvnJ^vm**ky>8(d)ec8g*Ki-RTpV#+zGzwW_pxTP zK=g1j{p%TcRl;nrPN^@8hH~65G zvvQr6TPYbgHseq;qT8b|mv&+n=?7jud2enRpZV!UxL%K>d z@PU2X8R6eOT|q16P`~IO7m)KP&)Ssg0s~3Y_1&Z1z;3hUW>NaGcf;s zIxG?{KUaL@R1piI1*dPEo`?ZQw`1=X%EMvOq@vlhEeHk{wu|ok698SzJ^5}j{$R92 zT2$(D06e7I;n%l?!ocz1VrE!4P~8^2D^()FS?6h}^_5siU>W+&R*?veJjI2oN8+IM zAn%0A(FiCu-od^5%550vS2|Q`d>h0sn$-*kg#m{JQ%rU$0_rrx#B9#TfE>?b7Kf*C zuzzLW#Ycn5uqYvb{OM6mg~I1n6k4>(Q3^M~2fLAG~H(JVa;N-wmz zXr!kAs?kA0SBI)wLkhabL?365#ux5`bjVZPNU*JdmSbVB2{Pf29M z_l6WpK8O2YVO#WZI4BdcPaPJz;*klh4jV5D72Sup;0A%(!7PYgTHp6&k{HrcILXiB z^FSiwew;XKAvk=LR9uoOfIT^DeP8+VU{T2Dofm`iWJ~$4sMIZDmgiH%^tFRdfj=4^kia|awI!9k!q2_{5 zpRHs?XAVdvcU~6n$bo&`MgG0{xlmBsob2;H4|>H92=59lfH7l%MKT`=*8Tm}X19~U z{Y`3&;}#NJ^tv&(jJy!xlrQ}UKBr(3yUIUw%Zc( z;YLT|+PYjJ7$_H5zUU@F`nrxLs~Q=+0@RPaTPcJK6*%0#aUM)Ar;8M| z=R)TEwY`hEd9dBeWa1(!0Ofe&&nqK^Kp8z1%(g&+7V`oR?`1MXKlqjesT61q57YZA zP6p4ttE*N!NwDMj^qTX00gUnoh}q8;z&oQO^?RTYCbdOt@9L63tC{)lK`0r73P z8Bu^&YA`U$xCnaV#aidL7eUMF_>XLD3W#6hmo0WD!?e6J%Oxi=`1#qmKf6bUsS3)T znEe#!*f5aVBw7UA4XfiK0>z+0wYC20UIJ7|S%_UM0kx3-q#bvb0J~JF(-zHQ*!D|! zksHq&g^6O=zc+6$``Hrm8h`q+l1PVH7bnQ za|pe(qk`6WYWYt4GKlV!kU5NNpe3s$R_H)2h_!S-{Vhy`Fn(MAn~k|F-S5{9}@V?fV$VQ`C7La@UX*v(BTLJqy~ioBD5KhnZ|l5)t!hG z3-M1G3}E?`CE&aV170T#w@St!z2V$whb#^P%KU|Q?&6Se(#ItHD+aQk=`FmG7@(fP z*?Kn&xxM4U89?R;NW00xcWq%374fg zsKKQ;1nr#(VAsc?;W3-|k{k|-=fwEG@4(@A=+1Y+x;VV;TD_@C!69o%qNwsO4mry@ zD&1C0ke;sLW+P&aIJ?<_*EkfVn49ElKiE>`nEbt${^ym`Ic)_ zIXL7kr?y)!;?O-?9Hg7c1n=(+g93w0NEOpiojS$@bpdYG_nA1nIhm*5;evy4>)5WU zV>p<0Uq3!{6o>IA6BD*hIE?Vz3hGM5VP8Z?v9Tx<%KkK%UGir_oUx>(VmA{Ou05PP zLExOfc{R~70Ee$Po85JH;XuxN^qaR2gM06es9x>GfYs$Se`OB_DR#y1 zemL~T%AEc=j>8(O%*V?>!E(LA@nE zDv0MW9`bFDcuvo%gq8mz;nwFoK>-d$PV1ARCgDk^@qm%!7rPjOm1feDf4R)%UG zF=4;a^D%P~Caj@l#Wv|2qb#o#e3yyx19gOJr(hu$d+no`t{T3yD# zM&5pU;U5DWKOMD;6N%>G|hC|!uWp^JM1_jy2+Ksa?c=gc-J52Ci79Ni0XJRnBDfvM32MjDe zaBI60d}%9=>l7gB+ajK*bAsTB&ck13p@75uVEai^LmW7c&6!m9V}M5_ojQ<$fjQ8l ztqI-T+Vm#zZ3&^jULSipfur7U(a`A#!3!(q7%!oR;m?D&ObC8V&X}{QU&J9i&~txa zCk6>koH9S}VxY9Fymi1E1H)O4t)?*;Y+HzXq~3u+kB;e=_7x1+%c8bdM&K}7=lOPY z7zZ}aYf%`1@7~mmpu!>sas@{lIfse7LW94XhcE~~8&R%0N9>=$N$EI)gWj6n@qGgX zKaILoX7!oCeKLuE!IlYU7X4N45PUf^d!y0G0EfbP`Pb$I@69_5kIPSEpon&iz9n={ zqa5VWyMe<+)p*t92_j$pxO9jP6GFc>#LQw$xOO5Y_mdVAgyKq;Eedg{mx|Re(INcD zVVjeMAP(&28fp~+IGClqIIBeHT}^NF#{i-84%5H=uOe|^QTIsg8o@!U$#G@$I1@^@ zH;{(%h&r(!;NTp?fHAFYv*d%p2-+&VD2>5P6McWrIs?3JRo%A|!oc;x;ocA#3>K)h zz6x=K&UB1FdW>W6hg*6pE1|#L550z767@AYry^vx#(;BYNy}~R4B&Edd6t4PAfIiT zMY4?nrgUL0kF6N!OQuvbyA%0mlC+kHx&{vmq83*i+#E_HeYkPB6@51U(rpZabRWr_ z6~o|*@wf8&Uks4HE_hOv6NAWM0qh*12Y<%au@FK}^({xQ-Vr5yNjmBLvKh*qV~CQqEe_|b@_Rf8{w)3(ee#9iKS@%gUU~-xd9t7CFA;sgU0%{i<`f2{GsZ=> zWDKUhe%!777XuAPRqeM{I7pp7e3iSM@S~Q{D+i-+kZAPSHNuC3c!>RyUmH=Mo~4}i z91Nc4k?oqZF?is7@i_ej2IIwkI(NhfKmR217|IFXt9YrdxRVKUjn8Put}{VHaTn?I zb|!>f&FbKIfP-IOOGGS=gOX2rn>eAjlO6hVuU-)TugD^Mc^?y&kKJ;)T}Jr*<($wg z;X2R^i*cXyu7mwlEMM(H9e6Krj0O-sWN#<&CQp|MAN>oiJU_*R6{VyiRbeK0%#Zjj zSu+WL{b`y|z=S`F63RAP>mb4Qan-)7bx-u@(arj~tI-*7vvaM$-d2YL|-C(n4olg#36uOVQ!?3Ln+%YE)O0YoY~s;SP^`(WE&{hZBiexQRX^IUC?BH#Wj!&z0}1_e=ZZ)X zeMpp9nQ?^h*NR`7%cmPKP@t!|wXqWOO#g}HgM<(1ZXDbZM&PG%uDpHIi35IgvdV|> z)w#|arad-9AAA{KaO5VTx5wd)#UdDd5?^EY`_6!lUUM7SrwnKc;ch%U%>e4Ix^oJ< zFepr>r0yvr<{;se*m`!t{}1?Hs#C&Y=0nH0iwg$wiTZypWHZ3}G&Aj}E!|{(U?Q8tnUeB~ZnT26YGLGxxgFph51*TBjQgP6V%tG|_3$F?o@1 zHbpG1Qm6!3(9 zy%sY6I0YWbuZ1HML3{l3YC-ns&vKdLwV?OT=%iCeE!faKjXiZ~5a+d?`K^=&u9@u@ zw$IYQoaetYN=h^+l~1km`B?+r8o$f@`l_LMA$%--stW9Rjx%00R)J*ea?sD|I16tHHghK9{tbb|`w z|I^hJw}=WzXCz(L-B$rg6R-3{o|XewnaIA3`f?al+I!&sk8&Wr5t7ioQvs0*yTt#~ zCEi13=TfA&tHAwg!7Y^s6|j82^?svVIpkR#zUZJq1>Kqg3GLuAAT{hN#~+qLKif;_ z7b^oH>Y@IPPs?EBU|wOq6%|GWw|tE_Ki*>9-?D(`sp z)$|p^p&K_#pXwKbn{s5-eX(NbeEQw*^z$MZxtZ?4>r@PkosY<$l}n(@>zcUn#!`^W z;iP@yDuso=w|Tx1>+&Dg`=>u3uxEK#mWWXxs?Xk3A&v~)=MKwQ#FL?9m9_cDMC zArc>NJkTM5(Kyv)1}lUoJm>s4z7)XcZ1z>Wx)8GGy@db&{X^5oD71@{4A~)lH5r?T z`?Glxs=KiW4u2oqGI^8&`8l^=-^e4ux}IQCT6+Pg?=>tLO3jB2e%BAU9n2@Z3-RAs z%7@gH{guAY3&3v??p;eOgt;PhpNab4RhbZzq4c9G_&zi@ z>t0$C%?8=RhmVaDbKx<_g)|+?hq67*OG4w>5OJ@(FCsS+29y0w7&aN8M1JeP3rhpd za>*QnUFoo+#VAt1G6SApyh0U9&4hODs9V9xS>UY5?3B>T0gBv>N^!+3&~KA2XdF)m zpCiStp6mBugtoo)LwyP)wInSJJWheE@aLcPC5Y>hWH&+OG)QFVm)f7qfT^_ciOZ(< zfhO?fQB+(O92r|U=+~PLKfLM8;mQ;^_P*LS=}#i4@jW$sPXzbgiwwkKQN zV&XBLvuC~dBmu-~Z^ABD64+BUTz|zw0o8m<&lDK)d45HSEoVW@}|jmu{2zn?9DArOv1K{JBPL!CE|w0 zivr;l1mqGLAJyl^fmBd=LzNx}q34-bh9$Xp=#XnHL(iV3ir zs9jE?CF0C)wI0pLBv}3s5R#ir!nw$;>v%nhkP!MeAj6x0;ZFe}^C#kPJj7^Y!nIh) zo$w3ISE2__6#{v5~3yh4B|QounlX->}-y~ldzk*2M$JI zByh#h3;ifu7N-lJc@Trz7tPI50|}sxI`-8qA>#XgRiwdHNvJ+h!`fR)M*2tN>DiY= z=xRG~Djz1G$w>R{kN$Z4{i6SlcWFFQmCAg4TH|qXi8U`VpMXXkH19Db!v5;Q#x=G{ z2nubE-W-Z(P!ABJiFD+*CG z&^YL@<)>Xdbn>g_Dy-r`@-qIj$(aCu=lgQMsfoC_wxRO*5fXO6W!TP&j2N%l$JE$l z%!)GKNEnd7ig5C2up}UPK70S#P4S4Aj8QpvC=O!bGf#$B$Aen2qfwhhfKPvqfu%eN zp7Q+iv1Bs#lTN?rxSWc|Hcq5NiYX8{v42cNl#DZL-%!(ElJMlv%KQ1JNGMhwBFG;l zfwv@j@WkyTJZ&7yUM7_clLC#6M442W6?(DW%BF*-_KlOVMHc8K4?`l2GQgYS8h_O# z6}|ytXL+9_L*rj}_$|w1yk2OJYpYB~yL+#v$3zNN-F&wpE;>RJ6rX`!M)KNM z^I3Rky*0jiE(hO>+8+*2Wued|#KA=>1H;n-8#H~>uv5BQY*aTD#>!^JHrlE9=}A2A z)}98*(>1dv+%sUiqjcqC{w%Bru(_|{nu9?ertT+BF1*IV#cOSH@H0bXwfo0R-00pg zsM(nbl}nB3+Z{4twRgv0WpEbMw(Jt7dgj0&-Y=_%k&El6Hl^6TpgWgs(>gT~!=e-f^gdKvvYZ0r+Qa2Me{vzRkQU}$L&4OU2jc%E^Khi* z?@o(%dGP(PVe3jY8fvd7`$$?8U=KN)!edFp$r-YB@TPot9evP#rz#Kku9GhwTb~C4 z^X=D~k9i2{I^|Q~n~!D6A<0&5G~DpCU?%S@K(hYxy|&ebXnuay<@ZrKYK8Orw@w!z zw&_^l`g$5-#Vx!pIna=>O)1MBJ|-~po2h8V!u-$QVXIbf zV3QHJC|S*dt=Ml#i5n~|s^!~i7ce2Ex9waSk%?7$`wnh&XTfrJvS!d)HiVA86}uwJ zfrV0fz=zu$+$5&8e2^&xkJoUY*XvT)#wbV#-7Uor+OZE$`Z##|YF|)L00+U>R$fr` z=ipw`Guaou94yX7<`Anm7)S~ly{BA?3ciMz@X}I5MH;_r)GdSAl0h}XGPhkT)Z zDMJWT$3)1t49%2Z(ibGlaKWJRsqCLp927bgzT$T&a!0d=g(XtHbVj2Ge z>dVl&@Awlf?Q;Apdpe=;rW`kA0>kv;%Hi{toJ5o^M}es;^D0j{B#nkO1KZ2s<|lY8 zs;vxF;f7zm)|4aY@`syyPM5>J@6A9#c{#*2wWn^#--AlkSM__&_YlrjC1jPBgIbv= zSoNz6Vuzl0Yvh!n`y~I`cZOxy?RQRx|8N=3OQzbFoGF9#&To~tUWUM34F{EY%V8Zh z!Kb2Cj^dTyaX_dXKf_KI6e^V=b10uIdd52{zT?I=Z;---}(%~FI+`6Oy{abMD|J-U>S1IK13 z=~h!Vd`E;U>P*-OyW3xs=Ep{roYb~X9u6vo?oIDJ%Rv>>FtYFs2f9c8ZJu%{g^OhN ziOgya0@v1y*sS4T&C)>kszx?8@Ta+FTxMhO;=mo>1~%44rZ4i%vEeQ-qT6r7!HHMa zv@iEKNP4|u>ryVyDylN%kJhDV3;MJEf*S|7RjRhwJ!T{34mr`Gl?9_Kr{4Q{v7mH^ zeP*7!`quXB<85c5@hRoUXAL$Ue;C=EILpS89d+}Ab{wu>br+S`iIk`*SCFJ6Q!<82vrVRUG>>w3ji(Q$L- zGb`4*A{f7ud(v~F2!~>xxvH%xMp^3bYXZf^Sl~5P*nPYhOV*Ln1}@Vf?YpT)%9QK# zVO#30(*;oLfBfNO8VxJ5-w#}GrJ-!Pt*BeK0D;u|^v#q42$;Q?n$Rmmt-k5du4Qzb z5V08$kSfHY?lF^obs7Y0pPVEd%!iDqN%oVCc@UGYHN4$G#c>x&Pp>yr7`mxDG>hdS zY|r{IEp9)I-N+sEe&-?Y$ZPVxf_zku#(0h@=40V#ahKC=Dz?47)jHss3mNhA%P+a* zfO;!!Pt%2LJb&QHa9o#-mPbk&d1=`wUzdD;&L;=++X;*so@XWx$*pGYFshO}_eyaGA zUN+uua`bp8n~O@bwnmSjTnwbtpV8FF#^7bK9jAV#W5qSg3nHh}u;tmElf6|bD9-Zg z{l;CVBKGOH&ZNTOu1QeClQf7BRkyN0wBVlynL7vfe*M!hzb^>}slso5Rwm(>aa73wUo!4`dBl&6CqsPX z^u>e&skmMC-gDi(Brxuhu6IQzVzH#AZspl{1Q^SvUpO3t{^NZF{hVmHY9|JSr^Mhv zxz)qG&{$}Q5^zK;#>`cjp=RQZ{<&F5Muf2EiG+F)SBBx~{BTW~a3m@+>{|*nVzDgF!Si+! z0ha`kaZ|C0^0kBz2A_^+g=~`gnP>jbjl0AW!80DGUR}kwG8K zZsVh^!rSr>{)lhy)_vlB9h~zc<6Y1EF;@D^EYu(fl%8Jg1LRPcE*cOtNs;&x(K_pG zACE82d>hMuM&n4BebKS%aEJ;mSJm3=M-&Y#USPabFgOUu!<+dEE}j*@UV6 zXB(psbbWe8L^2M;^E*R-yC)*1;zQM&y+kAxiK!_DCSd4Gn#jVB2pl=>KB_4jfjHH< ztZYIUc8RNaH|+|?h=SG^!^7ITaag9Nsm{Yr zz^to#kks2KtXg%l!EH7aN|xtk{0&05IA~}*hzx@Jaa((T^$<|hOZU0I4~4*Z^L8y~1bGB^@LE!02AqTgHL##mSr0MZ!)Cj2C9rKDpe6nr# z;rLK=1Z_X0HXVSv>eC5Fx&rV`CPBRIUI0or@Sds34aQiHh_!ZK81mMLoc;GW3g=~h zd5=YL{kSFExc33L?h|3sFprAH+(#kuzHNr|&V<{0b2ir<-X%i6T zJX(K4A`UO^OT>Imh(^W9*F|1Y(O5jc_V9oWmw!1*7hhgHCJ7~>L0p^$TdQBFUM4|f zKRs#S8X1DWgW?Y=5%Fc6|1p8kcr>h9`0n2ki+*=0vXOZ-#BaXT-f9{RzO;Ak-BK~g zJypokbc{!klhmJJHv-a(XPokH5b?s6lg{GiB%Mwtd82O$s5tlI1ao~fWFyvBwzx$? zYvJg6eWys2T~1fX6O2aH%;0+^t2iugRDXsF0z%ZcoI9XQg80ze*m*T>&XTizQ)5EJ z^r0i?yfg?{__Kc~_gx%h9yNGqJ&i*YPq8-bHUVZ9MSsfI5+R_d<)6pl=A~LK60b}$ zbVyC{4}w#1Pg>zVRXi2dIih;K+GL1aP!rTiAfYR1pT?ujB>YZ)5qMsXghLMQ+5Xl^ zu)8~6VJT0>U=2NMLtQeCy*Dqq;*g4t@0mHK3u$;_m7NeZoq~sFL3t!W#?E`O$90yG z&|>4fy}2O~%gJNs3H6E4yg_V_UL@i^pI7N!?!B<;_yV)pIr9rOaVXTX{g=X zGzeuh8e2D|Ksn4zuSp>p>jVpXiYm$Y^~K5V(?Al^=s^$TOUTgjRiKMsPlle(MV>vP zsrYO_c<{+D9n$ahtrV_jf*GDO`Lin%7Qy{59o*8ff$>@L?qUi~JluIAQ8@)t(zIo} zt&?GU_dmJH%_&GxaJOriOu@$*N;bzP9l8n|of+1d*jC1RwR0j1=K|_kgwQOEJUU}@ zu{0g?t?3k#)oIY!qrpxuNX3+Md9-#%3g{LOJNDC*93TxcbkWIaFbd)~>AA-j| z$m(Wd{bv6Zm)0yu*iX4#(Efkk! zPnVO?Y`nBp@^dl@BIlKALsF3^wzaNaIvrilhhq+jWkRN*yCy6%1A8{zr*~MS!{*Wz z`_R@j{F+y`EtE`$n9|=6AKP@8rG2dauQ`K@$AHj?a5mJ)rOrwtIf(hIL%U~0L3Z|~ zjVJi1K=>h9=jL3f&dt<5`p%tOgmoA^p*a{iWO$fQJO|DHDOX8!<{)EAP%Swy7ndiu zMjITaKYx(^foC(~_byT(uSo3JlSoB{>~-76QF(~>Ckr^q=fQ5| zWdHto3MM|5YtH`6#b@{F%%^8_VSHuRLin~^SkQfDBJ6Xq!C>gW33&=O8XOo3AE&^? zK<(pC9(Jx5wz&E-4?EiZ^s}vKkm!D~YTSYbJ@Nh8Li2g}=q45>ltP75 zUnu2uGX;MQHWa8gQ6ScLf-__pSS^sOSoj7yLU(f#cc3Np2Gqj4X=`?fObVEA5qdK@b%e zK7H!@Zp6*!F@A$>-Fa9mjqN5L`3TY1F|-uS$9%EwGfFQN_o~ldiW{IHDRRy-hCzWn z(Px)=F$KZjHNF*b`Fm^@^h1y*58gH|s@G@pa7^N)S<+z|uKgT)^1g+JZ}u}q{%SNV zy0|Nf{+Ew<{hQjEf%zy1uVsh6$;Z3kuEiQ98l)zRYR(SQ;AmY>>sc(oHHjnkUq%aY z@XLv4_8U4f2~~C!H#%%OGcP$B7DDekB`c(_06{xDJ0{;3K&J1%A60J);34R>pRQeq z$OG*!VxAS^u&MP?QUx7z4iSE8?~1VM5W(H;c`+_bp2*zB$IT1%kqYlciy+r=Ut{cR zA*vxYVXfdIvt^}9!5C1 za&rhJ$GXOsju(5SJ*+0VIl^DGs$Qu8_S+Y{w<;FE^uar4KZOFASu2kvR1~28=~M&5 zuMl)aX||OM9rgw{Mck{3K;C}cBfOv(mouhJP7M_y#!>69T|6B(A19ndfU3P5Q2{uZ&%$fM4^5r=kH-U%mQhQqsxj=^L8S7 z;8_t&`)&K{?iEAzXU*8dgCz)F>HWgrycjp{)5n$Kig5gc&PLh`IxJ|Nwe|IM7>~R@ zxIefEX<1!mcY2Djq3meK0GbIk%^Hf-S;D^7PEc;n*M?P4Ir%|cq5`(1!>15;d=1(OS@B#RjqoM+r^ z3fHsIHWSL}+`&R^#{MRg158YpyBu5)VIr5R5?#6pjo?tBtAKexDC$iB6MjdZe~wBvmy8uu3( z+B7h*X+n6RdpQFs>*T#I`jx=1+x5$+ZwX#3-yZ43%RsBDdSdhx16%p#H*K}Yj}6n>i$C@gaxl#*cJSE)eF+&>1wY`l%SzA%xjVb0%4V`0Nq^0I_;Y;?Z1 zoB1Ni!f?Qt5GRuX<9Pm7Rr3<;$mkLeNi4=+F&m96t_}-A0+YJWarGnb8e)fHczm&+ znGGlbv2lgrz-|Uc_0DF#vtnZTE7l$dG6ND;4ukBD5){l&n{DRmZ`X<*dC!$4SQD^s z!oaBnvZ3?zqwBc;bE&2MQ)A*tUH>7IK_-@24~D;#V`JMcAFoT^Y&chV8|JcDIHGev z*3y^-|673}WgnT`ey42sqlbz3@$nqFi!7AvQo9-}%?5LJh2sqh8~SxxlLu5e_@cZ1 zZPG9Y9dCV1erItYJWD>%t;B(6;-3*$G8;$6hU=P0Y}lBQx~W=hq`W9yUPxeLW!Sfz zmT@*dTNF3(@8Q7lDR@1GK3W3`l@LuxY|P~v+o zaYda4_1}YD9TH5$RW}{0KE=TC4*tf812hXseYIg5Q0+orVs@;Pcl?>$3gHmX=45+V~KA5M(z%#1# zm3P(**l*_j(!}i#rqwCYC5znmmuaeguHfRgbGN>M4R@bSy6+QQnXvM>Mf2)nfD#-v z#gorK_LlBrL=`67h5K&P?=a!ToDNu>z=E{ThPU;ZY|Q#dtW$L3AlCPALQp+-tEhy?~_<~_~!EF@kADM4TYyy9c4rB(A8U^ z1#DYvFl;y`BZueuYJgKz&v{v%O1i0{Anmdg!{+eiknKmf4l3uuvc#eU%KckA7RFV|;{?>9}o zmgnNTT_pZb92?THCa0CT^$uOhHk|y+f=BFwyY7Ej;8poqJ{G~<&xJpkKEy_}H{tb1 zu3kHsiAA$S4jeXDto?qB1O3_0qT|6_9iGf*TykN7Z|$qR?SfpL5>4kSxH>j`Zq_G7 zXX2i4_$@_E78;3)p9Q%3El#^-A@YWet6PpPp77>ixMu#&B|{Eu^getpe8~nYe~eSb zt>^_vK?YHvZ@9w#t=*$R(RY$y|Ni(3ceLnc+a%;aa({ zPAOJrrHv@maqyy+IdWBw1MdJuIp0t=qAcS_&scKxQ8YG}#^vYwujxDH=4^xp`d)Y8 z>Qa@wtJvWj2Tn=P&&j>vz-?J(i^oF_LIjg`=moX51Iv`3_m;tq)7N{5FJXfG%yQEsT_!dxtaMA1sl^lV zdr8sR3ps7mcVG1nMa%B3Ce5-NoT1RCzMZhzFSj^4;^vMGcgR9FMXla&d?FKO|4$=Cmp|E&J9RJFd*js zj{B*0Euu!lAK%{0#M0c1){bE&P!cGqpjC(Y?ip{jjZDlMd|q;?VxTreJuuD7|`E4&1%ien1`aY)OleUQ2xr_?% z?%LYcYFUZkH50+q)C%NI3VA8*qJkuCGAis#!SjWOsbO!*A-c!#Y7(;?9b($NVXSg6 z)}__o`&16O>$^4A#!zs5Hh!vCnhM^qffYBEs9?EBJC!t)!-nqhvJuua#nD z;M%iJ_=hwZ>bd(}Vr7d#a_C#1b)N+J1^&1$?E<7tz3_PbJRe*sUFVkT7J%c*E$%5V z64X+Zf6NpYLglqyvz2Nwn!hUFyroo(i|WgtmayXs^-Nm-+|S41ZSQr`bMr8HGVqwN zQXaTdO~1{iCS= zyrT#$vPqO1xg`8->k!zUMgo`CnDyy+5+;@Ol#NXaVZgzmrZ-rGmEocTapy`L9P5qVcxEJ(5#0?Zbg_PS#5itGsa zD^iTCogXApE)}CG*5iCRcPVCWneN*gN(M=vrI4#%hH*RN|Ag6g-Pj)+^?RkrKGE(q z=T{6>`3RC`Od(=dy@=L0OTw=h3wj#gQMNgn=gOOLVDq7 zV$paOLM}K*h)U!@HT2jMDON5{jPSP54f5e)cSrHeJ`x?+i;}2oQ`D`o(2&o93%>lod_hIMRT$HQ7 z;48b558qv7-_<({P+C>@X!=JkoJ@L`4oGLiJl;58E;?EC*)UbObC-vf14~D(9hZqbcAn_kygs?`RS%c3UY?C) zaW9Fve;H{0Z`^M5b~?TVcIz})r$b?|{X**dH1Juzoe;T}ju8p>Cufr~p!#n_Tj@k5 z%EHTfs3!A+S2e}oH0FUO)9SJ{{3jLP6}3h+&_1pQf(7n_5h6jHZ-rFUqx2*xYt zv2`>b;`g@WHRqn4BRKj;r&4!tW1stNn>R{$T^V)1T?v+&yq0Q_$;R ze*pRho{SIc`l6cmo_>3|Ga_|&YfgMSi@?smJm0%hXjX)PEy+hkWFCI;1{Dx2xuW&X-zOPx?;hKpBh14xx?0Ts8 z*?B1Szcesnio`_aQqi%B@k#G%D&pRD&14B?ph3baE>$lR&z>?ae;CR_!ZWQWV?H_f zv299`*qw`SswIJ>;%rn_Oy1`%$i%qm3sTp7I?4@hZ{L=fh7xLOhizIK-V`zmmmZ{| zb$MBZTSFQmZobwof0~B28;t(>T^V>Zs?o6}B@_M;=dVr}rsG)c8$rQ>L{v*V^FRM^ z8N`ifsmPO2sNFX}@f3^%9(~k4kJ(saYrkjrt%X>^y<#-L zLzeARSMBf3j3Sy`!uKCM97>$}eLi8q#)l9Rt#0(#b&gnUez!9EyB{GOz9>Rt*O}J* zLw?<+P$Ik3{B{*b6fx2&Evh6MMaqaJOnx7V5l7|Oyo_++Tpd-kj4~f>DtaOp1gwU;!&P6SxE>!**6#eCmCXI7B?I>N<+=w z@nbQQ85lP^b+kt@8(uMSDvxJ#kVXxjy#6*HHw~n`ICb)|wfou3v3t2tUqvo__dXYT z9C9228M$Z)e6?`cF%M&^%_U|z`Pg!M)>ll91W$8`!jzCAj32C?5PVhw&xviDg|*4B z{Brj=M{PXFPA)-mbo6Vd{t`qpqt+E{DaFg5WkdqoHv998FP$dCQRZ`4RtuXa zl>CUg+g1+YU!wQCe^9WX3&)5N3IaWb$4(hhutzI0x-F(0i7hp^CO4LYYvf^Zdq_F% z&T@_nSC_+sHn1|tkpjJ70dvYmDu{{m>H=C7_$qt#y`OX?oK~4!=+CTx#|N9^N`X{t zeK*i!@TeSRk#Ek}c$I@Xuc_<$rVO*!P)!LjX=H4Qg;axPPaYH+gcXiN5V z4a6O81+?#G`+Z}^C!=X_VcPLZZ=r!KyOHEkvXE3UyWDxrqY*hvCngl;_@-2 zVb4m-Lv+p>Okt_tprrj+5WSDx; z5dS8ALH`B~zw;WqY{l5;Zg%7lm8Qdtyq!m73j?LAW3_I{)q*xyIlG*#BLhf!dz+3j zuzx+}ajiaE*X2=7i_S7Im0!B&TEIC!K9$~M~{yFMdhxI~cUYpyPpv5!tBUG7aJ!q}}OqmIpb5An7;+WX4-T&8? z#e~XLu@FOzI%Hj*l=b>phuu;3R!>dpapJX`pwgv!a9-bBo0VFJ<%X1Vr`YiW`p|8N ztOZ44tXA?V0~_mRff_uw>K>8&S_AE)VP3gD zbQm*?1BcjpSuECUzU2u6oif7;R@_X;Pv5?_^p=Tr6M8mHQA~W4HV!y+uND~rbH2Ww zY@9Dsds1C%@lLjGm4H(%*2)^D*ml;Uc*N^*-)biQtiA2+(appP)BB62y>+P3-P8Na zq8=nCiTrEk_1K~=I-%fJ2aEV!_I9i4Q2OYpZKf&%_v=ws`|t9ecown;e5Knyv#^|!yWtOK0Sk|V=#qXs4N$D+y~yj=0R8JTLpQk_@m)M) z?*yX}rQOe8%Ux|mfq}Nb=A=e=-miIb>O>>LFZ;xCA8N#gPhaAuTpH0R-e11NUQf7( z=pU140#%&9+_=68Yv*L$WYn6GYp$EU)X%~(Kcj|!TxDK}@w$n$38U*_ifsow%p(!PPwq89vd7PF1m)QWfkcb$f+R(N;t z%DDu$;(*rXiwTEYv8m6%FHo=*ljkHkqW-kNz}7VJ5`Qb!3Lae^xv~{c1qNnaty>Wm z?7Hv2yjIwb4sp{2+E9DE?<`+j8)&vws(Ng{Y4r507JHs`cYQJkdml9Mf`C&VxY<9Ka@v=ISj$R8w9y`*@Y+Jzb&fl^ptOZIJ!i(HBTF{d= zHTSHb8Ceptw=A|aLqP1kn*NI>)Qin@=O#9xDF5xTlH?|QdC7D>=+p$GeU6RWDw?3< z&R@tFZGvWKZ=BkfgrjkxHv~3;*6|e)#0U!h_5eoC>)t zAZ2i|Iw{ZdYNVSM%mXDVd4V|B~l!t*%2(;zgZig*p`Sg*aLAv+Jm2=|tdl2A1p=V{Z7; zA>cQ((ey$ThvELAmb~pGRml4(|>A!}6{|>idYB(Z*Fs_rKv3XHf-{%x$Kw+pEAs`mFNB zp$dg5l4d7>Y+LN!S@U+Xg!bw4w$xcRC0k5@a( zIf;U!Pv3riltlqcX@ZqaqTr48ZC0lu6#_|#$FE+cg7-${6;a6wb{`vhrEA9?f2jKO zsviZr#scpZ%9TTjv|@v8ZW&f^9OV0wU52}|ltb;)Wza|*q~De4L9A&?om)?D|;-z44KF&xkxeWc4a{J#uB;!e*d8wy28RSz{ zr+@m8VHD~4>x?fMPICOK{U~I(1!r&A_Kb|$loyppc9ua{Cn5PyRv9|%|NJ#!`&wbP z)Zm^{sIv|>uliUFpO^!41)GYI)VpTup=(7@HMpm7Sh5&8Vf>G7yevklYWYCs=~D2W zPim_0AR}LgQsjP*jPwVq+CHx!L+Ck8Mn=5^R;NNZGmjL3tMo*i_CpfP;`XF=(+i+^ zLioQ8LL}t5+jQMw6@dBjaSi_v3Fk9nGurkRA}#BfkC|LCW)q{M)vF5eY5U_ITgL(n z?=tLN+>nQq^IwLC3Ujce6E+)34z zDwr!TSX6bT!b`vHkIVg3G^m{Z979UOr))i(>@%Og1$KyZ6TZ*R|;~^RGZfcrHL}tJflRNj5a5i;QqF-Gq0(8|)q9oH1DnVN4 zUYmlG7}N~4gTvIw47&mblO;v`! zIAi0n?^R`^F*6CN&Acz-e_cc)$*e4v#I06zm{3(IX_@;)dtl+6udu`GC)Id_D7qKbVpS zXyUb@P@p^{EYGuXM19^-I_C?Wx8^;fTRqwOR7u1Bmj`+}+GpaXyiiV_Rp8y?kI;XS zZz>#uAt6}gtY;dDw@0RwjFe-+-KgHf%KLjl>4eU(3gLheL?N z`d24kIQ|`5(#dm=fX*-GA=|kqsIl5SDNC_1=QLXQ@h|~vu6i&=?Ncy5oZwr*&Zk=l zUyIcQTUS2VoE!Zy1zT^@X3sV!p|87emziiHUif_`T2~}O-RaJaEVgdokpEp;OiclQ z{awk?$uztWeieRwGy{RwoZ1PVS)e+MGP=^UaXi@8XT44)F1%W|mdA*FZ~9he-s?_7 z!_^h>p&eAikHik@6#l z-FLVj=-Fi>=bZ1N)#FT5YUoxS?ajoa@HJe=Zf2sZuyk=}Ocp+ieC1Z;&A}bR*r#sE zxwss$*ft}WkCwBXPK}TAfsij+u?O=Ye9$$4uOkPSwtw4&v}^?N%eP1=WMiF(I@g!P zY`lHuZ$BTO4UzU65%J6%Y$UD*XZh!1R_7kmyEG40E3QR0UCY5^Dej_#woGhWHyC9a z#Qx5#(zMBaDVWqKG@Xw~!Edhui95?v;3y>ekXtzwk9C5(9)+i4$K7Ru>B<>csg~xn zZCeI9-t50P)|rAI3qdo-hvP8wNpG%VTMQnoa$TGBHXQu{VzH+N0}*$ib0dFFFdQbi z{k^p>LC|5)m9r=WsSYwx0aD@kD`K<4>uxwU-dLQD+<6HdVjVgYGEOi_4z0ZrdJ_AN zmU|rDq=rco%MneI8oJHP@;p2(plryK|Lyrn3>cnuyGU}vzXbWV9l94VKFwvW{lphG zZ*I~=n$N(ss0gvz`w4M5h2R4JGsMn?L-sG$I}mq*vL{okIxC`>>IY51MwWI>vhVAxgY< zi(iJh1+u2T@HS>6I|ei9SYXAT-?*oFR9x>^i$>04=I+2d}Fe7`=JH0c{+f6X5HF(*8dj9Dn>y8vZB zUoI#2OOQx5;5cU~p&oxpZm(+V0;h0O9*OsY@hU_hV0+>G<{@(gH1DWe;yM{leqR`IbK<88vXm|YIcBdww+B0H(2IAQ~ zBf1M1-p;>i07MFh$q5icJSruRf(vwDo^dtOu`1K7t7OxlcDJJG7hq7h&(LWBRi6T zJGyssx82Qxc#8GF(#LFAFm?|qv9iE_RN96lmWlS~{(o3i8FczL(^|6i?jI+iqN*$S5Ri$A9iG!((GxvCT_m`2DK0@l|^{3JNNp)gPeXeU7mK zPfR(2Y4N(n*UMlOkUww7vfuE?*-0mgSpi=?aBSI}D R65x#p;p9<}c`K1~iD$J5kSNge75%*GO zL%Sch0jzcIqnYyenF28wEt$~-!cA3UY-i7#I+lpja2l1OOs zrNB_wFcYO@RQOiM#|x8jp=kMh-wHCCcIZg9FC(L!_@eJ$4;f=#Lc8qjC@2iewsl=X zMG)n4_6sW-xV|Rh8z-ok{N7>N%A(?TQ9zySMJgWt$VyFrLWRb^YYJ0z-u@M}zT5gV zq(0vN?bmS{;PfC&T;L)jMBhC^#S}`CEogL6!D@PiNh! z(9G?Xv~#0kyYbBUauNmmcg-4IW|J{K5s_ORLx!bo+sNNqGD2+?o~_wJf#xmSt*TQL z*!>d>?p{Pg==o)jrry!;{<&3FpEw=E5pMbYbu`?WGH%nAqv6OwPTR%zR6Grj-XZ^n ziZ@by{t{v|XzbAmzIKxaKEku2gBR(Db3GQM?8SgmzEE4tIVSFRHmlpqFu_M}7hkQ% zfP4$R>4zB|;X4(*gn9DRHw6xJn`yAVo2J(?PQz3#S<8w*M^8vtFnyK|^B9kuK1T-j z_H{{Do?s$nyKJeRO%<;Fu@x#?TZN*QJFPp18CZV0?yG1v9ZzcuElwHGQTjB{Yl=#P zh)?(t!3Q)bSa9;`+B~`b$tM(&=~#GYV{UB1z=Gqvf6N^QL{`auOpawD_M7qQH_=Qe zmhE|LS-`+jF}^VUXgV$`{Fr%YN5|Ki;Rp9^=~z9tVr)$W9h?5T6KDAuI6kT$P}<7C zHsD#cfKDpa;ySz^3dI0k7~?N1c=>LRS=r%6gJCc!b!|Ue9=I_jT2$V7U`#{Ck~Oqe@)zB5l| zAk`_WYr`Q1bS9q)7(_8pKS1t%smc52wXPk8f>j7foVRybUX6ksZ&!SJUJc(NsU6+h zYB5#tkJGkL0~eKXSEHRZ7&&36Svy>fRrh-s!V%*$-taENXCW^kDlR zrCMAQj#>MdT8sW$@`=K+b&$TeN3lP-9?HRrj^2s&7~C=<=5oId`r!-yUuEjBF>7jE zp`#W>8e>))(`&Ku#KB(4m326CcRa=FS{)i@ibIc-)x(}_AGdX|0r!bBi%%bHMDE{s zL06|nXwH{iG%akvH?F{1gRy#qMun8?jMPJ}d0Tn=!+M06=FrY7H^46I+QF?W8zFs} zQnNUs5j#gi^2=W~LfF%LP$7tgKz9)(-N!6+)r*|0CbO`r{iJ@IGz%?!qeqsBvq0%M z5-PumcdjclQWwWU?}c!=hYwirzmg#M+?I`~@qqH05jM=n=jd6xI7m|5!wh!kK=+Pk z^bbA`f|~vHq$}A7dwMXwpUB3;HNPA_HnMTv!87s9EE_)saukhxC;6g$DJWG+t#a7+T{ne3N%;svi zvo3Iv(&P78ae#}r$zp@9B2CyR^=R7Hy$PYMxBn|lZh}g9e(ZE_6K0sr(mf$f;QQG2 zaK$(mdk^Qfxbyg*o5_n7uHwCC{DJ?@5C^hdmX5l^9CUw4RuF!|fvAi2{gN*nunsJ( zmD1*-Tc`hrfqCr{HCwm+3-O-VqQtcdQZeOQa zXUu``I>PVl2{shlf-AJD*dU|}#8nis@wZkrZ6nXl9=F~V3e>Q{$DLSvYJd&7y4n__ zaW=Hi9Nco%n2p3(Q8Q9L3&Q*N4wopgP;Vzvt;CB5QNxGNPTg%poa8@x|sIcM>LzO!n;%AR&EbT&UzvInKtJ z#YUI z_&!&&wzvS~rX~yb!U8k|bsV1SD#UT3L-KmtV(27&Ka=yg1a>bjnJ!N(!q$~P3?vE) zaIn~2X(=NQ@A~K8T3yUVR)exwZyOP%otKXob`s%yeENxRYA%K|mN$D`&BN=Ab^S6b z`FJ88cwtOEA7A)Yj4OtS*m_kltu!hd0`)RWvmCPU>W<+ql0^ot$llmg8J&(^9{h~h zWG7I3nGm2Y4~p!}!UCV)pOas+kx{dnK69Cf2PNHSvkS6u`NZM(FD_+Z7Ymzx;hpBav9R90 zm=-tylME zp;Pd^$UmhF1e%)}<|wDY_|dZvp zKZuqf$Xz+QV0j6qfBUCe`j)_CXl48K=Teybt*Mc?UV=ckx60pxi!ixn`kC_k0z_E& z%qAco=MN3aRUFF)x9B5P+ASa5$?Gm!xaT8}rWz}im(~^wo>|_txn`B5i4{BT#NZPfh1?;NKuTFFvK)(B${NI}U5lM)+tvhg#a3`(PQLNC1@R69fy?*R8;aPaV8=awG z!l}Q`&L{5%6G*Dxt=DWgOOQWgz43wOS%UENNtavaP7?HdMxH%p93{wp*V3^+>O(LO z(3ntJ8bUaF>vdw|>IlLVf7Y9Pl?cMQhZB@V#B&7N$c(#d`&mL)@A|J3Bwxa-`Bi_e zJT@bYrhB@T+S=fW6|29NwU4mXfl8V>??8xY%}Y^uW<&6m)asl_Rz{@Tv)5AmmN@BY z%yjDW0ps5GP39YdaaD3whv;)2d@GYQ-ZCOknnD>I?Fq%L1W_OLnIK%bOUs}g4#S_s zpL$n_=Wx(W;cA3JB-X6|9=h>YES|NQYWT<|z~uXfd&5J?c(u>q0@o-BN?)Bj@BNEM z2(4LB%RLSPH`--&RbpV*!x@`9c>$s+Ta=pSBeAFcQh%&P99Ft&=y8G*(U%#!&bTZY z=SLT8Pj0@9KU4KC)WTSVx8K^tl;`nz%e}f65&_*c$)DAA!cda)@YC+u^N{a+yr%4G zG}2^iV#9=Z_3(0-_mh%%nCTygU*wz&DrN6b@Vi7Ds)?%WqQ-%h7d?46Jq`-g(`Kh77;jAopzn^6e*yiBB!q16@ zFR~D`;2)B$n+1);awm_rOx$yN^470D3k5fZ2b4y$F-R^txppxTw-@P5o^#5Bk=}|7 z{ulZ1G4$-rH7J5AJwD(Fy$H$M7i}r!E5hUAtxWM-g$RxeED8Kw2#t{an;M1+v9cqM z^kbw5?tF_HS}jXZU1@B+qpcLj&3B0vXq96?zXE*xmDuH$ASA!F0_(4bv`C7TW5t6n z@iaym0&ftnA0?Hc@g_qcu%ry(*R2*h4wYkl&H4lCXsF z?zXQ28Ma$J-!APW!DEl&s>5ZKn3Go7zU@>cl-ke5j&H5Rilv*+N}Z_0^-bw9O*xgY z%yK;ZavuqiR=p2C50fC1uk|q%WYmv~6xh-z;G{Kw6%nU^Hth8y+M0|EZ>nKm5E(k> z9}f@tk@4!<+J}u_$@ukA?Z+hs1=l~BMXqzB!tu``ik&$PN-^D*9~WpSFkt64+XKnDp<(l(si=_JgiZVP^yM#6F@ zheIZ^WL(HhoohcwhWrW}kq!?E{rOjS4qZyV`ok836WmZQVuXxJb#g@&R(y4@LSG@RP-Ypb;i4Xl!1 zAO9-RaNuWWZP7&<)H7`IdzaC1=U(Ee71!vH>+aYl&S2oJ>XEx-D+Xl4*`NCs)4_dY zV&o1gKIQ6A&Aq5N-W;AOG(y2rNkKWQMhaXxJKucZ^__}Tz6)K_RIJ*gOgU3U#fu`3 zyeGyq7 zI-d_!fE_Yp|Ckr|vWu4rI9gO4<-pTa^f`vu^*T_neLiYh)Qfjd-bu**5edPU!t{1fNN8vtnw1zNK`G;Q z`O5_os-xGx!Ur;pCcXAlP$|$)j@0br%?po&H+rA=M}b}1yM5;*D3B(u^49rD!iAe+ zPd8pCA-1h!D7Bje`Su0pDV{!rW$D{P_K{J;t;)K)jDmVYSM!Ux6vXc;e%5J6<@MR- zc2->!BpZD0s|_Keb&Eb{#aj|g(Gj4^@W<)ZPahvD^5UbS9%NFn*lBy-eSPF~g@Q%%Orxy?DzyK* zX6W8Sg`z`@??@O8qcwd#!kTp4{Q8A#D9S+0vd^OSc?|F^j~VZKO2?NqX_lL>(ePx{ zWxOeihD!nO_c*xIK%dXLo^zarsc2n-{92~g)yTI*QxM2 zaYlde8x?HhKmJabg32iS=2B!F0HvY$?Bgg%;%gxU;`0aUFzrl@$(;Fi8ozkH}-(c@mQ!N^N z+7wN;UZ&w%c&K2MI34>u8v3sH(jj=VQ8)7<1ICknVZ9zqY>=?mQ#E8lq>cQ{)`o!} zn$2d9vglay`htfBFOOSR&pnFb&6x$U9wNPbbR2m1k0Fpk$NKzdp7b|#sG3aF+08Pb z_+fYJ;yNZSxeOdr^{9d;_iwv#6%*wu+EJ}j3+9w?RsaYZW@$vgX!5uR{IZcKW<_HER7L-XslIqae>wXWi2p z^aV1q2sO3%nKKd;eXAB1)P(x#T5F-=xWdvjvKB7tMyAJ#Yf)4B=d$HQEy}c8TgBb$ z5bACypS`pm>N}Q{_>I=X+NZr(^5_!2tkHH3 z4lcRwk?@NH%L!xaqx-n9xf`V}-^|5%M(;bq$rF1XKKD^8np z;oTuW)Lz0x6~$}A)HDZbPi-r<{>Qyamyh# zo*dfeX?%o@*WWEK-wkAgEdOV2jLk-m(6)+!i+mE!9buucg}=ZzfQ1j!4ojNqS-3h zh)*KUtMryN;%KEITco!E(c$Y_?(p_Kj>HcR88t#!#bP<*QX~9bo;x2)Z$#UtE%QQy z4cOVfSJ^S49*h3`eBGK^hhX~i>FShP&>rDwHm9onUI>f3mHzRUYW$4aZw)axdtakdJaIDtW* z`%G|ldKwa1nTUKgME%jv#3Nec3!iZ&QY92yPs}m#U%?h%qHz^ot@&W{-Is~YF0E+#X#d3gLHYvoN5O$zRm649+n#t&D8uBBpR9OAx^+R3A-E6jS| zpCZG5zQL{|hS%>ofBE}Ck%Dz{g#Ne*5+oCiF44^^p|j1j__%Tf{+Kwv3t^Yx&D#En zrGHC#??;?*7A!-dlYy_9b~!qqCGPVvD94?ZWv#W&74Rn=`;m605;uZcKX|XI#ECC; zk`|L?nCq8ux$&(S(r%`acX@OFB5{JB;(P(Nq&y37+f@Krp(LxzdkbLH9(3V}WdQ;l z;=74Kg>Y6&o}(2OA?4e|wA8U;EGM1X@$gR(Hj8~ey+^VTf>-NAdv4|7w|eJ2yVbqy9zykZT_B9*V;k--;XhG` z2RoYk+QRdZ8>2`b>>;9B?^;XCF(SSS2%J;7mklQYn$5dA*|4jf3jUd%gKH&W$)Ow~ zTuzv1QH=9&VD@HSqEZ2-zba1C=!Lj=V`e?=WdSO_Tr&yG%mZ0sr~U|kE;`_8`e`c> zXLQ11X`6}A`O_9?l1D_x8OH$G_FVj2=OFR;LLSz;mJ25E^Z3i;t6wG*q9T^-mcuB5 zN}I|f&$)bD8c_Tx&ddeHp{Pq>EfFf+ZepvQa&Y)1L20!^4nj7oXTG${!Im>k$NeRU zaFc!Q?mtAt5#kTKkojD!N~r&PCng{KI#a!~hw?yT`RU$2!P9s5f3`s(*;pm1x+S$b z3;dgI4?H%_g72r@imRzvunIoW)ycDiQE%D-^4A>b1#gQPf0m1LdQtZ63wcl%_^JHP zC=V~6s(QU0&q3-uk=}728_muCu4t)cfh@I2KP@2>i}UwS9*)aIcgOl`@+w)-I@fOZ zC^-wt?L&6oWO8t@lh0zeB@zFEq&4F<=0K^EY?`H=0VV2zE%*A9@OiXy|G(=A$nHIR zd-<9K-0XLrTRVIS+I9-mk4f>!-Amcyx+4*JeliamuO>nMf#4F`J*jxUW>A12mkb$! zcV{0D#X*iRPD_cq0I5BpUtFa_U~MVAVVd9vdJe(N&g>+r_Z)Rn+jI(hUH+*IY!AYW z+2F{@haq6^*E5*B69$iG!9Q)tUMM_UU;p3Oeo*-x0)Hsk5@tpQRQ#8_6ZD90r6tZC zC)A(%*6={{5WzY4!J>EZI|zJ2GoOABt;PQU0096043~F26c!8Oh!wd++U<7uU62*ZxUqX;J7%QYeu`8Hti8N+}KX^Vjp&Ip_JD^S^ z-Mapn9veKep9R$BQ$^?2gr^!lG%SR#7S)lTB6*6W=rO zRq1+-3~M%8uMMiv%5(54uT|43GY4hY_j;V~&P4^^4wi@C^6|Q>rl{AU0Kks!^w&vhPf6V3bl5C`>E~bqL zW}!bx>~Z6!O!&w4$a$WpLbfjaK;1ejXt6HGi!W#3EYt1As9YwZg|==ORm;R3d1m%k z{Y>OhXrd`XG!$sm+a4LBLi=?1#(%ex;5xB=U5zUR8eX?&e)>@GTdE^)v?>`zH*b!8 zl%vA5?!m^!)oBf2m#zQcOT~|Yim4~t(h+WN$8&6VI?gNhwuf7$A?$-< zqVUQT)ToSax>BEjd8MG`&F*nnn=EmuLn<1+-Ldvg@p1U{#VSPZLjstw`?i!nOGJ9) z8ON)+$*2m_^)Qf2#2);({INS8Hu2YAO?5=$25;ErI@KL~l11FNguJ2E z|EWc~GY|qRCI4`w1w*+hM)Bh3Ff0^VO>y52hKXb0%-*d*C}kRm-BJnyD$YLftq1_U zkyT>ujx%gB90fO=vW3E7x&QwCbjIZn!B5xcz0qN&@ts-ii;Oji?{w>YadO|S3s)t4 z@Qi1$Lzn7;B)96|u*)ZrbZ7UA*Zb7SBPYY)Yfp}la`V$ChurNTHy!JGfZ>Ir;x@H) zkv`B(-P6jS>I3%vjdS}ycp)$T;tz#cJFxsI_qswk1-{TD?Z%)*~`qVywK6@l-4fAlEI}VoF`x)`CG|2#q zs7)kX$(WUxz4MF}Y3}Z1EH~UsMxT{SvbAi$nAXp=!x_dn9~kO5dd>lP?StPPhyxs{ zn>jVaOdx&tyqiYXE>hmUS50TDI;qwcp6!n|!B?Sknw`9kD3_^??#*$-V%w&*Q7e5g z@L4{LrN|d{d^>c$40z)nm+nLTU}sn@-VNx5(!Tp^xNcwQ_b2(!+8X7X%N zxZ}q9yUjHg#NKUo=hg)1j|Qg3(-W}oiH1nG1qJM}u59MkaX8#ZReZ{fhUb=-r6q?G z;Hv8WN$+PWgm$*@&#GnM^LM3&ucI`4dvV!@{+fofV#(rT95hJ5NM!pBD%!@I@49iN zqB-`L75B|Vbkj%Xil`&iU(6JcRuxh+B z6S*t$s@uQPaEUFS{wX0Htkk;At(F-`4STAiR!PTEzZ+(z_p>qmJ%K8`G8gVS$7VDA za*?`G{O<6wT%1kz8?lwh0mmEGd8Lclu(^^aaQ#dcesC(W?Hi_JgI>+!M)_P6Tyl^w zLO%30w+?OfEI_YAqtbhB2E3YYZST2Q1nc`l1GUE(xU(z2VpyJmvufL2)@@-xLEbp| zlu98qn|^QK`jvqIW@qB3^kO`l<9#~vx&&DDov9F2U$`L++NpC3rYz z`uKTf2|li^(_VG680y`9!!bXLu$tCV-2?{w4PTT>9cAEf>iPrU#+W#ocvWVXNipPl zzgQ=>7sD)rgs?m*hRxLR>jB-xc&8lx{f8hEY4^6bZ8K-U_S?lz9ts8c(JE^u-=2^7 zmLu|04h$&n^E{y^#YF1bhc>Mo#dx`PuhgT^VhoPozH^wj7_|cbdFaYB5o5k}$CODC zu9*C%bgH-z#ZE_-o#D>MNO80O#!vaM+^XuWwSfU6)+7!}4g*?uPE}=6}XaXh5uz-$)FjipK};RX69-z|oO0aCsyX>>Cz4Jx?sHb5?(umY0P@t6DcjV>$|3MYgDa z%*3Opn}fS*XyECyGAaCzVfRMC zStJEu98Q$^kplYen>Q5pWMEF%Qti(O4W66#%PnlBLpreW#GyPoN{l$ef@SGgTXx~1 z&u1E9{{1@Kk)DoW)=jxWcatD^G@2*;dn~xWNXyAZQ6Syk@U1gB1s<&VH-Am1!8!4S zvp`2WD7j@OnLpF;yD^k|CM*?h!(6|GS(0&*T{FSRJP``~1vSF^JpJ^If{B@j46TSbG;O9k-i%2?-PrCcMYpIho1iEptXg^>jY&`Q_cY8^ zhM%LFWMV^y{6xyVJ}wu-`@elEE+)r;N9jtx`(Gj=#e!eiMneI z(5T)oUlT#+WaZF1l?v7Q(__LMX^?oCc_;uIM#=asI zlUvT)zVS=KTgK1bLe+6txYBfCA~*_{o087;{|JRxliJ!gjtH1AiEd0l5o3;;rJmI}|y2KHZ6XVT= zL3S9c7Uirf@L19@kZW|A_~a3so*ZN;{*;)$@XfSIoo_qgy60ZVV@CpOeLQruvX-HIGdTa!y2L z&z{L)AeEi1&*CK=$pQ<At62vi|Q;e2x;_pC+wO)YTk=rVVV#oVvxPy$o+MQC{J-sWyz%WqZf<$SwKb zF1ccGF@!jb9(>@D=|QSf-MSnG?MZl4%bMjE%!r_Y7gv#w8BrhC54>k!Lq4{yTU73G zCEhx>EzcbCBh-PknJj7uxfA@S%jZQDQ5T&!+f^D*+N8A_DAmzKJtOxrb9*2OSEHS- z4)!893jLVubUV`gm-)Ifa7kBZJAG?*AuTH%YwNH3k{8=IZI^u(K)$hXysA7FMXrTk zR{fb4NBkdMzVNFifdsrg*0X(xLU2$rEkiVh*yR>(i9;xoQ|uu|#?W|MC!r1aiOaq2MyB z1d_p55#jtin$$mCPu)`+LQ-1JZK!|kPh33dKh+NSk+JG~XXm&35hq;>?l;~cgun49 zyF*PBxzp38u=7?N*>}Wf&V5rdxzO;%lEFwJ@?#PyX3PYlqIa8_v=C3&%eGz8F^(g~ zngv-`B4Wua&Bxr4UGd~|3EMyI(+R}=`MNb}`%?&4_vTlU25F@DjDZO6UK*+Y6|+`N zJ&n|J9cy36NFslCeB3qULLrN47Cg18vE-|drtbQ{7!t?7DO34KEV(o6uzG7*JmI|; zrE0N1frQ6N|J@*yLafMy_>`c_mpFnTYy6pS5&c}h|Pw~MQnj#ToV+-pl4Y6pl{gau6ad$j9!#vq9 zQW-;b-<=daNDm}QLykw-q`gUV)$ED*awk%K#dNt>k`wW6{~^Rt;!2*^=|u1)`w%rB zuesvhATo1$#ChRD6rp|gdZkB+CzU>Fm)X@RBr0a5=cG;yQ5XMbIJ!K9jPgpw9DNu- z6tdg-HE#uwqDziq%MS$+Z$)C;HXBBm5AGjbFA_ueIcvL0_s5g3c0Sw9OcDvzeWd8A zcM37&zH`q;H<7e+9MlqGjUj7Ic6*u42a;bbayN6!yh-K3V3AMFmiT&tTbUfhNSoxbxVrJ5O$-v+Ta0i zvcR*wv;C)JT@FY$e>Nljk1BkoVJAoVAo`kdQi&ANVF;SLmWHbA!N>0`}e|@vz7+7MZ zsHZO-gX-6A1*K^PluE15#I7?U;i1b}c&nXADR=BH-C`e7G`goww7-Q*b(;A=YkyS9SLn%cSBX8 z9pN+I@R?J_bG`>rYgpeV&9}X&Fu-nkB&|IwR};yIJHxh8UXp0*dt5>UqqMwFjTqi4fhM8 zgO4;k5%8z=O{c3Zgi+imp|6jA%FF%JJT6cc$q41@3V@T$EaQ)82qs4Fww1VrL*cgP z#%udRz|k|BaIY)~^n(wN3&{GwUdJFTD&7$a3bC&IZU$K8aI8eq$qT&{&D~K0LEuWT zD{pNI$36epP}@IIXr;Y9<>?lS-$j00S9+J`=&2_PhOXh@q1cKlo z8GKpkTO_mvZuh41Q}8+DFvkdQGSsB?b&si1p<}}#*43Sco97xONK+cFwAC56#HHh; zoY9r0Eva~|y~x>Il!WmD3+nO71n6-P%hmD}RL4>#E8nLe+tOb=?Gz2Kdd_V~wWj0R zmGxULvS%Z7ZtLd4zHEr~^|EOk%0ca+MRmTX**G41=K*_a7RDF_I#0Fe=)5W+Cg7Ke zu6XO3SF{W$2lwtMI8Mh&oq)lb!#Uu8B&fwt$;G2WImHt;dFXb!uVSN;58*$84}6z+ zX?_34(06}wv6LV->Nn&d#a7$rEpIkNv~!P$I?!=ZW5L=&C>x9eq9s>Kb78ZmE9XIY z9_aHu`s!!$p}dTJNHH!CBi5-2AJ*qV*<|3&?tvW43rj%#j;<~|ip`-M) zg1U=PCA0nU{@x-uTkVl?b}54C)Sa~t7a4fOY{;b57vi#|A%~WK0oFB0`Rcajq0zeQ z%?-0Wh?nxM;5%K2ujJP+mWU#>C?y0(w==P(aa8EafnuD#5h42iP%-orE(mNsQjCc5 zX9{V*iqI4^cqd-62)_dljKz5uqUT?usdjTdD&|(cPi7V%uORwSwJ`&7m8b43?k&RR z64u;GekLRXc22$#Vxpp1k;AU02vdJ|Ui$9Hz(QE1@#^$KNb2cu3TYMK+Lz*8s#$rc zO}){fP*VVj6+LttP9{dU|6H(2E&-2*&%(OgQq)_=%tknu;m)~k{a0pX$nx^J+k2u6 z^=VQK+RsbDUwdo%tXU~kvhRsn87}eZ{3f55Pm4ia%h)V=p%eiZPEHtZD+j~zgM7Ji z1*Vz`>}Q55AaIJ!YkPd<5(fro{EVx_oBm(+%LFS?tiZ4Mpt1tH-w3xb9+YEiUYgZ` zjpa~r(Ank^QicrmwVu5l<*2zkBLDAF1-wE|hNOO|K+K15%I8lNh_Afq>(Nkw^w}R4 z^Xn_n!X_sA{YW{=_J7qpwYLmC0S68V43)sadpo6@y9Dlbb({-xB`DT0o97-Zg@uX! z6a_OGdWbLeAcqg*Z@H(rjd^}3k@;aA0Hx+=5K!SUpN=-MUTt}&lcEXxJ;y+lhzL>_J`x!&7m zmXAr55Z5b|Jp35n-Ck9ji}|)D?JXlYFq%8~?yN#K&YFkash6OGZ;Ge&#sm!~u8()` zl3C(wf2Q2kkt{GC8kY=8=RjTfle)v+9B^hB$jctd0sEHc^qBv$Ao`AfS;PKJSenE# z=kznsyj*+SNp9&so&2wvtvCTQR$Xe0Z4?a7t(7qJNQSSnqtooIG~D?9yFHRO4F!vB z8q+FiP+(WxV!OoEK}DvrM1Pn&umch)6gz-q!j|ht9PedTwKGZy~(;tc_r+%~F_kgh3kx#J-mWbY? zT5$ZP5Q+Y9d)BP;3}I2PNf;zw4=26c5?rBY2Gtu9h2nSY;i4XKY4dA)d`s)gd);XR z8}Ftk!v=cbi`unp_o6CHtuC*eY&=Qg^<)wz*Sio-spRmM25(|Bv%@bu%!Kf9<*u^- zxs*4ymfTe-u*K+92Xn``13ueGsx?G%Dg)rfObRM&4aUpsd38LKVYrX=J%{?jpjWUrrGGXMzt22V=h6&7zi33u zdslDJCD|@k;AL|z3_8OlDr?@wV7H{Am(OnsJhg>8 zlqwPte37TDIy4Efx{=YFVv^vwVS^mwRw7Cl__)=NQ&5v$b-4OXEG`Ov?=&)w!n0L- zwJ7>A@Vds!Ej}NMjvyf)F_i>-l0CEc&v+ubUa@j{O(i0kXQhI(egZ;zWh7-N6fmqQ z7JH7z;_aW-y580(RPpGtsu;y0BX(>kkTVH;f3r?KJduhDUU6T|IVwc>c)p3|q(et8 zw&%zvDy$}*)W(jcLL|Gv_I+CtXhUbR`GP2jefZpYQ-30|!&PKo7=FhVC2A$eN~{?>s*v+W+R?G4FBRW@TOMM4pNgY?zwGv?W?@7)TVe)!G(K^z)ue)bVx_z0%4A#+&oQZ7 zj7Q7cfkOP3fZdBA&mC)hULdzgXDJTG~h z(`l$}dG_q+om4C@5-q$GmIM~#&HSRO6nq%=56$F=g<$udLJmC&G@hUD33f_G)~(Nz z=i}2LG=P+iIXUkBPCO2#JfHYhJ0(DF@ZIp^tI3#>s7&_zN5#6BzB#YKG+Yd!RqYi@gV=lv z+vrd-Ttvc<7?Oyh7rPH|hs0q)j9u>4&q#b+#d_7WG8m_XrOsJ?55t?Yhi6+~$6|F} zw&Tm>ctk|@eo@#?#)0|H`Dr+DS|`=oF9Ztq|kh{=(4du=(Qq0@0np>HS}V{z+JsN>O?>C6>L6OG2G zuPjd+R|LATx~KPb2rPeSS?b{}PWoe2oIQ2R z26uG6cTj4r3xG+x;+n?V7`Rqs?$^7Mfbv||cP>AY5n2&$I&y>xs`B7-)hARuR?`d< zWTt}7{qx?=q+~4E%__F-Pl8i;%I!})2~hmdTm0m863&UO>u33$fsMSHFP|o4VqbP| zcF$-wF6Pc%8$XbX!V?8eK8s7d5?uLY$SVgS;%rBbre{M`)*vaVI2%e+`cXWAS@`vy ztFTo$3!B)QEGgl+xOlGMiTLvZ6mIWh?1^B&V{OJpWqBrs1Gf!*U@|cfIp6nFhKb8( z90|pPfo)t*h3{T1fKu+sf!X;y4CHXD%GVV@^go_pgfg(DuGU1^stBorS6x4-F;Qc< zMd9Z$CiuOC7S{Y?U}p4sUi{%gbT7Nn>@AcJ-_!Enw4-z2^)udAswWpu_#QaE94){b zjeva(txNeEJ6Eh&%3199pXth9TFPU;2Nn%%3sJLP*r>lM9}1R^Gw&?&@UG%2Kg)kP zkbm7X9T}a4@prt|bwXMA9{>RV{|r}mG!|?WPgY50RtaTBLP?RjDhZWDwuG!~8CltT z&)4=&yk?|C)TKd*LNXhYh$xkvzCM55^PF?fJ@$zw?gGfy|n3*Y}TPL-f*8 ze@uHOoZy^$_jxQ0=*ri5E2Ywa>c&zY$dCasuXzV@STf@VE|%9$`wA)_j_oB@+b zyYy5)rNjJ}q&B`UsZdkK%h2&487OjRLfJ>+p`n@cnZH&PP@ZWX?zRkr`XWzX{+*Fv z+x;P>x;zFNzL=(V+=+$O%m$a~<~TTP)*qHG7zZPFdHob$M#DlEd&yW;1pJv%9()pf z3lwf|&kQ!Z0U{#FJI`@k0Wl^atJU915O2dq+a_iWEYhzIw6AzW{Fc2DmDWD+^w!Zu zkzhaIxI&m`Z14uNgZpkq2D`w}+gg?3l&fGp-SJ0B{2>0U`{q$UWsR=;9?~sVZs1;5 zA^FkaAROrtv)>mRfIbpM9XgITuuDQ!>^z?*I;2@1zD;yT2{w8DJzG36;9>to?dRTT zVDZx?D=-jCl0WS?atlMpC84b~EYT>eo7Umx8IP}`oIk$VorLcU2{)vPvAC{WdVXRd z219lT1wlJmGB$>qTg7v+AsoUe8hMy?+TPRtVLlqWs4)IMT8NY+ zo-`qW0z7C>^(#=$L;6&S+^gCg9GE#rh)>$+!@up3`aS|4BwfyklOiDPVuRiFC<3mF zg)AsgbFiVyRCaG$E>3dK({cOhsM}ayVaXBl{5W#1Mf(;UeIK&caY~RW?3# zm}@pD&ql$h>f{DT0&2ZI@Be5r2Pfm7*8a?&shZIxn#bmTK}tJ^)^495%-Cuq8+Cnti>^P-M&#Oi$Xt2J(UFE$nJpGC{-vTk}XvQ z=>I8OZkI*@N_^{_N%G6b8xH?nqRJKEq>@^vC$SJMbS~c48Aa@JZMvDrXz8;_wW*hgwwFf|Lb-|9!1AVM$E9K%TIRfc`$923;!>{H zWhG)v#+CWvRwA;$mOe0?Pr^>_){&0OWPFY#H9I*d=xHw~^7=g)&rS*stNtRP-Yt}r zs@|x3Uo?(7a2)-=)rTVE^89LJNVpf&m0L& zGWH+ z8gm3}$+xYm@yOAFgAFID@yysE(ig94yrtum`*^h)P^wb1m+%t zSR)#f3+r%D`!cJHavk0{uJPmWcr6aQj%wX1t3_2@GP;*ni|snQWLK%Rxb!+oeMem_ z?i|%GX=<&->XS@oJf>~9MtP2Ti_*GGZ+$r5s zqL-?Xk1GEtRjdmC^qY6j~eNCv&xV8{mF7PY#fP5eL+WofC!aY(K0NF z`R`YHNePN+Y8*t45}Z4mT&=O2h9X7}yf)QSv9$Tw_=^qRX4em2beY@WaV%HzwWBnY zQNI6qDT;;%&OS`-Vkp6p@?N$|ZW`7&F>TAprrj2aGHP_&R_YD z*AOtPS(jmaAP1LRvR4(?b5V`-(ecUOT%4N|_17>Z;6JCtMM70KbRz~G$^MahdYTLk!^BhWby{E2apCoqn`Nu1NYQ&H*_E4s8vl%>@)V-c(@E$$cUdGR zF*h#cUk=Bw_cIL!&B9S{@Y>|r`;nN13f~f=qR{e86vM)&7<`ag_arYM4z)wmSB{S) zplORy3(rg>YM6+3FOCFYRqgbiu^MlD*Eee~P4&dWvAy)~!Y)|&`QXdZ4o_?~SX8sL zyMa9i)cg~~Z=wP95SN5bAnI7tM6R3-L;Bedp-w_KvA^`dLB@ZM$hD{TsD`UCYMhjx zyu-N*1wLW6mM+gmvt^Q@y9}* z0mFS)95Kx1Eagf19&EkB6w*1X2?t*3+@k!l0f~L-L*?pD;G@g2ULBxth759_xK4lYF9~@T zWmqWrM8Mpv%hrVS7;vWz>NeIVfcLnK2nTBl^q<;=Joi#zN%q_!ljc;AGUg!G38jEY zxYc`+z6AK8Te9A$7!Qw{1UZtYqoK=fHM8nVG|XS^3|VnY0{-wO4Q6^8G^Xu4rdO2# z!J?QvvbpX~ad{e@X`9EgS+Cz9jhG&A_wjM}h~%gbS?<6lilk z{_5jyDl8Z2bbn2wLd%-z6YG~$IQeVE$vle+yJgE2QneB;_-_FA1Q&{#8keaqa|Sc+DdoRa~e!jYkuaL(4c;H(V)JD z3Y$Obd$n~_fUMGG(>zB8IqvbYeby9M`lNj&{2moN%M9NA%csFuxH>^+fCjSFDnf6G zH1G>$%9~!Mg0ju@-FX2j2)()8veSzKe;!M+3YwEaUE6AoJ(vWsUZ;-@Y~Yumw%NpX z3kBrg7wO*rMghU-*fa4~RQS^U?QV826|P1WnUf&oZFuI zI?;s;HTz}Lbd5;Bx6@UHalRM|m%Ag2(@3CpB2h?a7X`XJFUw0AQNUe0dPO&t0zPY0 zVUEpIC?8zrDK@9T=)cninL%WroUtl!FCxL+gE#5N!-#PHZkFo>(;{eC{8II#vj`Rz zTbTP?Ng&wF8Rw-(hKF)$4-DeSKqcR?G=EG6jZb}RYDr`e35ja6o+Lq@qhf5@RuWVn zla(2sErQp>WKor)h47><>0it5e2D7(D*q(C2tiV=WshL++J>IKemehJ z_a71V+X6NQM~&)fTft66EC9HhjKC1iO!R zy?%ovXij)@$?_)|4tgbsy(`$z*Uq)uf&&zgo>%*NWrzYp6p_v{XA0DMeYrc8Ooj&> zkLRT8NwA6jgIm$D7(4^S+gB^TEDk&aQ-i=b=vMS|pF0aX79YG3TjgY<&)>3zw$ za7l*q63v4E%`CneQ%yN=`$JON(uECw?A!WwOF;pYEakIvO&7veHTJ9LXA8kpPyJck z#(U4VpY`0!UkFvjGwIeg`9RaYC9hwT3uDU*r>EBmkUCcJRxFbMJBDMb?KAQqm5X)n z=cWQUId7A3ie&@mZ%xMpCW>I}J==}{J{LjU>()jSpCU-!e*V8q#v;%$H;wfAz(#}lMxOL5Lo|4K z+4QB<5)GEOzqoXNkOqNvi)*j%(_lq*RH0si2FI(Ej+gt>Kv{YBQ&+iCV3lW%eCSmM zHN4Rmb2#bn&MW&{&F_wBL(H6s4rON!FUnml1FKLzLur*V z2veVhOuKUEJT;K^N2U^*Iv6|rQY)dOelXL(uL{nl{(eUFssf9M8N+1HD)_C*(U-PT z38L1%VRmOK;q_F87Pm`o;DJ=`PY|O7C&u?p9pn=hs7SX5w(Li@N>*ZSl z4YHqvuFW5&f$6cK(I-4K5PQ(h;J`+Og5{()nW_{pt}G1j`n93w-TzX%&JlsnW#Xio zKoM{;7C7HkCc^ZdGB?f=5}~e80r7 zKdlH@o1;#CUd#t8!xq9{-CX!OCOT8Qod8AaR|W%kvw`1{Q%z)h4n*9ue`Mv62M6|i ze)QpI4qOe|b>44N9*i@6KamlT0|LULF5VUd_)pX`(k> zcU@D==0zeHt=z4#|Bwi-Ay~`Ckp|jT{-eal>2U43-G;GefNc02&;z@y$f^3Ffz63BXP`^-W5)IbNymBV1k)X?XV7YxyGWhGjPc#Shj*toyn+ec=ypYwmaOgq3m0FRNA8U{j9r)rkCa8~;_Nfi)fj zG+peUi;A|zO)YQqdBhH(^GEj~sjW6J&d=?1O~M8^6zACf-gAT+jq|rndmTY`*i@BN zX9w)L-(8qBj6oyW@jxh}EQ$@k<-$@+qzkFGG46B6$Apt+TYc?ttUmbqOw=CK*l>x@ zj9O5e)_BZ#PzyY{$M(d&KMR|LqRzz(tKpWNF&6VmX4oGc>@RQZff+;W9ix9X_96Yx zG+yCQ?EK6ooLcOUJH{Lpf9<(}g<KM00q99+U&d}x{9GRv}TabNFZO+M$*~tr? z*3G6J%w19M@P3~|dR}n84pZa%0XCRyGk7J#McDxYQSLa}Ohf5r%F1nRwwdO1HE zjk}Lmh>86P#|JrO9Pr5>wO*Kc&wlkp;m|VSRs|>Q;j`O85p=?p{So0I3{EKW>1BA` z15ad^2n=F+=Z(5g4sp`c{ZWxarX}jkExb2Ue5>zYLjaCnc=l@-df`w;_qFar<|rmjX%jNqO1$s1TYqH{)Oe*oTa7F_1j3CENnnv#9jEtImqGqrcb z7q@)05l&8Z!mzS{>KT4p)E7_f=uk1iwA!od=RVuuSJuR5<}yxb9x`Iu^3oIMrQ&`| z@ZCg$!c$trvmj(P)z)a<9FFa8#OG$`{g7)lYkz3=#$H^;v^6Eb2*Xy^gx~+sK*d6( z!S`7kku<(taOFJi?~)dHdfyrq4=;!S+VW{`} zT$0u5O^k|Js%;u@#mg7{&RcD^#-4nEZGM+^P(M0OUgf(s)*k(qKO3u!L$ryv>_@NS z!u4uK)lc?F844cNI^l&*#mQToZtX9E8Ntx-uKS> z42p4x)y=w}1hJLvXY2+}0+;m3svUBg*b`hJSH9&6j=hstv6gT_KclG89bUeu*p&6k zlbSsQeeHrVWWh*&X51g>8Td&sXv@JSOd$q(PH+bG|?Bky4f+@NwdcnarkRWsQ^xjr~oG5m(Ru~S# zo8yLe;@QHHUN1A9buStj11Tj5f5R~1ddwTm5Px*0NSo$}-oP%UC@t~VZrGDy@+T_J z8MQ;2#1eAdaId6Nadoga#-x7!Yu_AzNnM@~Ui}KiBu%263MC5Pos;d^8xn^!X^nT> zX;DaLm2aP|2t_VQ$FRk%A^0m~Z=c=i09^mi%w*+xAnKnTQd=Lph4b8*GGBti@W138 zT7O?fpsRuUE$Oe(xU;^?YBDha9YidTusFx!jQ^#EWA`F3$wGPLxnL+7>x8J9w)x}c z8w(ddiQU9U%FH!^W&RkaU3T=gd?0G~$9?{w9ERfuLh}C;h{9lp#rB4!SQNXN_+xi( zBJu>T*C$WMVq7w35B+Z>=J)PWwcH+tJ03mwP#Lr_+#b>0aWoiPS$)fUtwON#z+g## zSUC2ST$dVu6^W$<8Q#`oG1%uEum9st0^Sk+{lz#W1(yc1MUGRGku=DgBkGlakIZ(@ z`mD!dNj{{&S&a9nRT8e58il4kPsN_eQO#Dv3_K(n z5zQ%_jYHLyB6Su7WVBsB*0hv`f)`E?#+hVcj1YaiStJYHj|^;Ko6W?#w+6PWe9l6t zh=Y@=6aw~mnmGP($VF1JPhwzi9$vQ1Sz)f8FFF^f75NNqj zgstzN=Ttu{Mys>m-}3AsqNWyATOy_qXKd~bl$PdW@bto`?@@V}`_#C_^KmY+wN!tM z{+EL>*<1~mg!AxJsRR3O|2(9{uihkO<>UVV0096043~F26>Jp8Rf;H4ku;1DDwRZ0 zjwHK6k_sV;2uZT{&baQquDji3k6bjAI+T?ny~=1x3N0-o6|cX}AJ6mqoadb9`8?rS32fMGfhWjk7E& z+MoZ>B1@y9XZ<;6ks~xT{j_jiOBw^$-ZVD8c87(czjd^F)Hw)4Q=3^r4sLGS{#yMZ z8|7C@-)j28#HPPbG`Dsz@a40{@rrW{EL>9iB;YIqGoJP{{qHmIP-m#U&nqTw>zTAT zd6bQmbpsC7=krnOnd`n54hIGN@yIi0^Kp?Wp@`POL>+zqPYx9f{4dj&V4Fe5hQs8J zT1`5tj-9_TlSId<3P$2h4g-V8mn7c0|B6axuw zPHP>RV4_Jecj&$p8+R?Vb6S&_kA&wTc^^I4cqVdj{)z!6#%}E@d3}R{dN0;SEGlN8 z_RuD(<5eaOm5%au&*@lv)kaep4vO4M88#i|poe1FSoc~U4wp*T>Hgp$p~JiEivtg1 zFZ3(OrgL%6O}l_^;atq~2xJaPwweO|z(7y5B1x*V+wy(TpJfSMU z$x9Pu1zQWS)vH5(%aTHzs5^Z-|6l+Z79L5i+x8WjY?25Md>Ak z6l0^j{KSQY#kgIy+@JQb2)92!`s~MsVqCZFkfZt4VibG2>!(9{3DzVwYduOX#j`3i z9iOes5TAO#FFaL_M=tx!GxIFR?Ie1P)wMDdR&LNRSyGM|Il80ubUBvwo^Bd6u0YM5 z8r>nB3VgpvKQTYG5;bezZIe>DiltxlMEsXjVWCc+bfjAqw##LY9$#98+H}kFo&2lV z5*B0_Ty+({ldnH=m#D%B2!7j@=TEYV2vwtX>#Wjd?HTUkt0M#xQc+VAr>5>?FUPt-V-{<1Z=7 z3KK%iK5zQD;-L`JwRTHdUlyX@!s!T>yAUa-PAa^16JpDDcjcdKA;#Ejjh$%~qUy_e zwf3fSdH6ccC6sE^eAnREYf_CJcIm5hs)TrGfA#c8pb)K_uiM^SE5retulmo#gm`VH zCOt`9h#O}pk3=MdSit>Y#8VbxzACY=@vsn&$bXf)b54k)zMA-F>*xB=Sh3$QwhEai zjV>28UB$GOYV+3WUPVLKw})&GRpJBE!e60AmAIvLDPv2|+q3vh+@cw%yO0jk_zBoodkz;TuO z{AJ|@__EQ2<@CM)DaPN+zI-V_))v3|^D+f!{;IrdqKA*C4-nQFl=E@t;gAk3H9mU2 z^}4_LHxK=vH4|3;;i18L6)~4he7u&?D%b4H$77Qv2X5ctqs!?P20F?Dw7D5U+@rw9 zAM7O0FBr#msSgFJrA--m# z+_~EJ_s;o9S!*quw}yiQ<3WbwS{w{KrQUTRg@sv}i^O|{bkwaadZR(4qFY%`;AC1J zTCJ*BYVwMLR^tm=%RW@*3i=BrF~DqL^YbT4gTKwIatNS#HRq z{YN-PT3i%eP#cUxkLzZJD}pg{zHHOp!eC^2<~YPzg`sl>sin##5*1`x^*l}EkZv7m zSQHkE7N+O&Qq{w-FY0kmd29f33X&|G1f2LRra+#2A+4!F41wrryexJ)r6kS0m_eYrectp;U?`04OJwD&jsQbqrQQ@J9G0v1=r%h> z!4KuHcE$3c;Pc&gMa=3D7|!o{crrN%m||}}7M_WMexLiVqqGy@`;r~uqx(}}Q5MUo z;w%6Y%rhqwT z-{oU-@xO1e#*up|puT}Ga{nJ0RLSR4O7D_jw`AIm=<*ymARIi9wUP*DqAQ~HPv=7W zhaAxdZ}VW$)FlI-Od3pG!$s^V8kCfgGBOM}((qorUu9fCXRb=oUwFg-kJllYDb4rQ%{24;D1 z?)GoJwAG3aFtudWMQR3|qyDOvZYF^KWNhI0 zc_Ku89^x=eNszN()RVJ@48X*5z;_oYg<|BiA?wGLG{F@rKzzD7}=i zp)~_y_ZeN2=_SC1BO)qG70KZJQ(AER6B+ha(r-@xqQI6BKZW1+c|c$@nyXFofcL~n z5H_9*6J;FX&WK#N6zu%Fd@~tJSTWC&oO5Bx#K#BS22}XD(?q%4k`80d4x{WJ42a!m zz#Kiv1f4siCoZ}yX!-VG)%7F>ys2@k-FkoyA>&v3GqzGe>O{s=iw+emjQY0(+@iz0 zo&wsj^GxVceOIbt$pZ7>_k{+*Opq5#mi;2h1ofesWd&|@AeS|Ll)XWPUJb#htAGLx z-QDXB&%G0N#&E<2Z5j-gXfGRnLx)k>3csDV88B^}X4H3=0U2F?8dYNG@aK;786#sF zsKpOAAK#n@v^tkRyOVN3-sG|3^|^aWJofaG(?be~hXijR+S1^?V`KwKiw=svtB*~H zGGOD*ExjR3Iy{QHuynaD9mF+dcWoV~!u*M~5~pnPz)kGb<}C%epb{3fy>B@MIxjig zTsWTw(JpE;udC@$U(luBs>}clFOon_jR8%{vdO#e&|$G{yYJx`8iXz}7M|+Mg9`Tk zS1RLVIKNEIk*Pt3iD;3>)BU+%zj)pPR%RYhBO9nTd3m7c`8xNXBo*rOcW(R(d7#<4 zn@QEph4pbgIaXv6Twf=;=~a3T$cu)rcUYJWT#afSsZBXhW3^1-T@eZP`m8lH93?~1 zfwg0|9djXGe~`WKL@t$ZREn+1K_RVHa|t?)Cktav=oW084J7_3)278us~;8x72qN3q1d8yW48WgpnlvM0z~~dPn8n-uI?M;c@94 zM;!)e)gGU;7-s|X^sbg?NgVi*Z1>&tD+fwF>|IQcapBv@_T-K=TwwUrihPvgLh@yW zy1?fguCbeVUyv?YC0EEZ1+D3>*Yb;^AK1i-~)jY;Fj+%fU7-b zf7M$B(Dv;(*L$G=%({-H?iuF8`k1_J*?;*U@3Gq5`3xV3>RgX}1p$QIFCBVPQ2>V4 zYdAOe7s2X{r}}1eia{iGQ0qxeF?=f9<4S3iV&UmBY`PkW;~3Wl(KD)*WS33d4%O-G47Gg~GPX z(w&o~5G4Og7#3It^rQNIr$)=*_(tXpnYnYp$<`Ns`^unmX8cy~$x_gA=rT*FDuIFY zAA-xoVhC8lc-(cO7z{)F7rwbx0@g4wxp+kxY`k^y{Mey6UBCFxceZ7a%~?a2pR1QY z6}5M>ZYf+m{QJ zJI06N)+tfd9v&=x+N~HPD}WYRHyOE60k~Ajig~>ifRg&kU94gO+~jp++!YtVlbhMy zQigm;4b-d)73aa=Yx1UTHe4|8t)ET5ln+|f+k>BnvO!Mu#RJj#9MEhNtCMl!fGBO3 z!>x-P@X;Hzfb|@xuO+4^tjPz?r=0Hvt5`5nX1C`yn+^}&X3TR-qJr|V_%R1}3S9HK z*7N8v6>`*mkpnzv5dUFmfPhYepaUwqJ3DBwM2q5{tw{s+!PqZfUQ*!1{DF;alVn&z z=Ip>_B$$m`dCKc30X&`Fb@V^Zfa&aeTBT70APbJh^RgiQq3f8mRy2T8E} z&|tfIA_>N$)SMcQ5@8^3>Y$?&0kRkkvbG25w7OFsov zdMiEt?!5y2W`D+ZL}bA^u_F0LhqHn5pu{FTi~w-NXkknw0h~!i>2KV#!Tj~m4#S6; zz@R_-@5b3HP#G$tvTk=OgwI^KryXWcP~a9Jee8R6m>_3Rl4Or^KX#QYyrVi`z^2CcvIA{QoWIEFLbTvD-bsX56{= z?nDrLCJQNdtU_Q{p`N+EAPhX!XPYk6g}}{Ky4T`oFB?t}pux0LF4me{3!MZ!`3IF2kb&Gv2b#@LsS>qkR_FyqealLqObsC4qP z>LuwY45r@ilCclMu86yGQwknPh+DRR=;?eKf#DRZ%e5O5F!j!ePMc&BlGjV6xb((j`L3a_CQIXx z?5{kz>S{b%Wc{2Gjfh9nGCZ=R246wl#OVwB z_hsVR2U&ks8xT-q6IUYk?rk~|8amRD9%WRqU>;p0yq$G{K6wgKGsCjq9atdk`)ndQ z{V`vrA2=6x?ENHSl8mZtBS)nVr6ToFwQ=TjGBTA$`+4u;vCXUjcpD?JZ%Kwvr1G5a zv}?bdoplM7uJQuw_(3Srd}y77!zKK-A%5mn{bl@i#i-}V@d)&mXu33CHWsPGfB!0+ zg3)aO%|mP585G&xVb&B(Isy%7g)9Nu!9lxiK+(uQnu= z2!B5{ZIb^=gu7jshY^L|Z2n8t6C{hi9|spmis?w6=i(3OIYht%d<^de(A96%1JM=78DV z06OToobW(h8r;~XGSf_)^HtY4|MK-|5ZhnCa#vtN@}ToWt9vXE?e01MPm2xHfj6gJ z>RA9T=@*vF`5@2gDzT+rO!!=(-!{*N3B(l|J1sStF!aD{y~cYspy__WkiKDLhE>Ide~akOzmuzC0s8k=49RFG^Hrr{bD1hMM zsqX1a0n{zszJ;qIfalVQ^2{52u!&8*L>b`0Z6&YAHO4$}zaAI$$(IX$hs89wR1Rb- z-)8^4$OXy1jq@Mc@xZj#)`>*mfkby-{W=y8yskyCZPy0^PKA6+B zpNv27nGJt5$gPY+Optsa#yk6s4*Dj&>8%)kOoL|`Z`s>uRQMOD^lfaK0;4C20}hZV@HpczyJ4CN z?H8w?3@I`}Q2xqwe*_CY9Gzb=JI8hQdLDT zkd%2=v@f0oL0)*IozH-oHH0HMDNGRR4F+zJ%!jA@3jSD-InZ7a<8@Yo3yD21pF4YS z;n1V-Ah!!#$o};#sW^fQ`v#n}OH$_i$r7a+Uu7-`yFcwXB;Kty+u|H z7w%VeKVX{iVO!l9{n0o+L|$HK_!IfildJ0+KEeZTb;cI~l?UE2#}3|z=0cID#QtDu z4%qy+Oj}8u1>-Zz>=SC3u&moLarGesGKBS`p=OHHZS?V zTO0GhwQI|%G(jFj3IP6k*Y7h zJr2&LH8s7fiw2SV4(?L)NN|{UO7e@zBncDx-J+q;}W7UShefOV) zqO|7Q9o-husL`geg#S7YpGw&%I-W?vs!z46_43ki+sOvjyj7WK`z7gNcTqa7U9EUA zC@KY;gjYv=$jPWw%`uPLl7hNpo#z&tr=h%uzp$Sf)I8w*4w~^*xvb3?k*&i0ZTozc@%4FfMp%}Jf z3KMlYKN)BzGI0oBeVx%~VW*vde2l=tGY?s#BKd6epT}IPXP=J^R#NJYE*#u8yXNN6 zc^s^NtT}%uo`t*amVPQ;&cvIC-n`nyrK9VjpEdVP=;&?sS7|Mij#KfU{Rhh#sGug+ z!f|J!?W%{v{0nn=%=!q9`uQjtJKpm!hK;5-ItJxt=l1=sx6KKs;jOWO#nKH_yv|$t zgCR=Akh41o0rRMMw}`rD)e0Iqe+`;#i=m_LeP+pUjp27PQ0u;S(^3s4s=UxY0un3?y>RAGpD!EVY-#a4yMcrGrG}rwZMgU^ z<(_U|Hy0VCAJR9@aIrPrRt-itNSaZ<;PsY+GGDGAIitzN%nhO)&yBe#`4q`tu5vM< zMU=HUoQL}ecJ#M4d@Qna_b_x6pm5I{VmFhIr1{~`N38g$ukp4ZUy_f_YkAgF;(P?1 zjo%wh__*Wwi=CV5=GL`~6qP9gtg)JZ_+nB4K9-EmR_rUpFz0{aw(pB@%W-I|*DglO z!B{bHEyCGp$w*#SA$|`b_*^z9#ER#O$JR<0qNV6OW!aGe4B#i^s(vj%+TED8^x^{4 zM2U-!?iQf6)Azi0+Y3>#IP>b0lZE)~d16q=z5?`hu^OU1pcl%BpHiPl8Oc?C3;QC7*VJY zDIxPbrEAJu*O=kry5`wM5^8HsgESJ73JFCrRnm9=dY}EA{p_{QI_vD;yQ~`DFDx^q zk;Aq2^<9Uu2$us*MRz=%bbk(cU1yR;Xf;~A@BSncKMuNr#EE2LX*;Oy|1XJr_m=!& za4?zdxVz#~`^#i9FZVCGyds4-uO5<{l}IJ3TijP(l}{y0#kOf)tV<#bHrevqKPQj? z%D&~ipJEB`yi%mc@=GMZCaa^GEsCV(TK2EWj3kam>`7ipQDpBX|I!KXOJwiv*I9P$ zQN)CoaUnDO5|K*S=-N^qMKUPuW2L+oiRGBE{*tfW#CGfP8(W54h{=WbEinOhL~8dA z-xhakBDHt%l3=VgVXJ*1d#2fr(3h+h>MV06lPZG_(T_aIjt220+I4>->fO{~T;)UP z@@s4gHJypA#HC}>>+MKeA3Zpa-JICEb@Il%J4psyo^M-Lf0CH&mg9Qy)|L$Pa5`-L z;XtS!QdT^Boyo{8-366To@8KEpQlCcX+lwacuMT72H3btini@N56a}yHA2_jF}dfi z(vAZGuuQl{+!H!3gp!?-dT|-=n~UQZUdKany=kM?M4hlx63_a2FF20bizqGAr690#?prUF$l~T zvdo#k1inARks4W1IJ#`xq?lG5mK}*1@rt~H9hKRGOU9GHR5)7*oB(A$e9L*%srb|H)X)~ zwKl)U$}D7w@9q}}&qioi$Eod)v!T~!A3B*pgQ(C~`gm0~A_w<THxF&6`3_8X(II0X5NrL8 zjt>R9CBFC2;YJ71SD`~=$%)UYk8&a0o%mM1o`!+1GU1!|WWj2>F0yne8z+OUWcIq} zqILjMK&`(-!obTo4>}*5WPXUzVXCo|S>>7sn)Ba$rOI3+?Q49rT_gvo9|mQgRb@e0 z=i0p;?n5sbCIW+ zpglW~>~fff^#u_c+~@Le`AJsVNn<+7>*l80X{enaFganh&k@wAPrvbWBDbyR=Q7 z4v)26+U9Tb@L=l5^|2$Y_Y@fFcMQzM1AQNlj4V3r{|4r~uwg*X-MX71TY%73;iIYT z1xPl2wlkBX5OV{>SmAL2`aJI3w_R5NgK#}jHFgGsmlS;Q^rNFWB4g`)K01zF&K0k@ zLdSvb{ddkr=fj7&TJ3&LK8giW?%6lyqlS_#ePxUeDO!$OxoIgpF+@nVj$ z_H3j)db-N&ekKf8vJb~jWMXIK&0Wn-*>D!1s%rSta7xOxAf}x4{gw+1=ln;5gO7yP zt0md^X!4Z(TR|o?E^Bv=B=(gv(62Y!@VOYE%0b2B?18&{%`1fXP*(XAmgY5@2Q{-f8IghJ2X_E7z)Ff`p1q&ioGL9WQCiH$D|4I1~a&BtGW zzFPHvnMeE)VEE0q@wXdF;~fp=n`{uE?rPP2+7$D;(=j`A+`(43%4bh=5N!U)`BV;F zK;g!jkusAotc*OX%%K|woekA|uT;Yzv&)96yetIwdV<%y{TeUe<`!?((0%W3Rb-yD$f>@2*j=r+FIo|wL<+&$^zhuK(7 zkRTig}{TNU2?=G7*pXPy2!PB@V6fUI|a{auJ{ z;T7M3UpAyot@uauCMD7~+tkD8REL!IWJokk69ekYPu`Z%Ai7t-&5wB76E4c(TRY!* zk*B+qmTdVPK-A4lcC+uN5ZXxiy~poE37y-0rJ8^b2}q?sn`k&s_I`2M%NFTKbbrp7 zN;*3d%85Pk{ukT`m!hA#>A?;m<`<$sL}tX5u1Quw ziz*&5d+JO&cfA{lKF{J)PMA&M5jzs&o-cVRl*OO@Gd!_Y-bB@uSMSn75V4ZnsFHGt zLSi(GpG{9*AeP%-wkqH8CozL+j%!4{iDle51I`i%3%W+n_kHE0nNt?O4^lB8YVIA8>Wq89)Y#!kag!g%FN) zg{$O3!^nu*z2Ml~NFo@-7qoSEJei!bAM|j%Ok}!@WBz7QNuiTsOK)K!5r16nadBfj z3E9=i2=I#|f(i{U?BBy{uO-&)6;`YDN z_?k+_ZF z>hFR3?rDVaJZn-wC7p;HkMyY8r;}818Iz7*=|uD#H?MhUD&bx<&fI97MC1+%99Y3m zCG!uz*oc-V5}!LF`Nty?iPAdlspSTjiLSYY)$QX~$f&Y`rc*1Gj6T@<y^A<<^rMV--cH z{Vn0c?a_qx&n9ZFiB<2{ujMT*5=m3idA~2eqlsmU_ge{(2r{6r-c&qAA=B@s`sXx) ziD+HmgRqQXl9i{ea<1bdX`ZHkU1uLoUX*iJeyoom*SxJ#?R=xiXKL2wMk$&}b(>|guSL(L$juElw&ANN|mmS&r z^(S}ARwwfNtx83vzZt20zECpp!v-R+f=zATxS{%t`QeB4-cWge$m!Knf2ea0uS==) zgRSVI@gq-NY&yXOeOx(rN3zd>f2f^(|F1JJd6p?QUK;`kY7aTjM?zqQ_MYPk zu@Ha#-RVVoBDM&uOugNB1=XjcuY9S!3^`u8V-J)P@F=yvW%CxvH$$W-<69iS165}1L@H5 zl(`pXnvX>u`ybb5^06N%^8#F$bGi2NegR$w$fWdm72><7D9<0xFiaOgNp@n(pS|JLv(Bl3AuB> zfsS>98|NCY)3Myc(v_E&jt#mrr$myA4k6hZv%R^H`tF-;&+?DSGWta;*5+W_;BNk< zEFZD(=$Ci0rX{y@wwZBBO@W zg?YOW;yO;kt=fe!wYHE|d&U5DeTv({seH)O)8zt0@{llT_wcGfE;x>la-Td#M^jeN zUJ0&z%xux`tg^|+@5~|k>sR^UFWzeFR+*0uzwc=$zR+|6zOP<>l6!N^@aFy&^i+6aL-#N@_IZE7nJ{r ztazAtWvwAYBAFje6_VEvU(^TvhNUq_#Q@jC+fD?H^OHCDrb;?%O1k z3@biRCYNz}A$(FjI3C?pk&B-#62O0AI!8hz32O#l%1qr)2FK-6DHVDOmY+I)=Lml) zcp9G=1+e}z#>~NA&WcIM;9RTDXL=dmXVka!=f_}mw&tEP&nS%F5C*gLN_LM zC!j;bGU&2i0(4G|#Z(^l<5I7Gqk&EI+j4^!}d%^q$l*F^|~UG>X-6O1W|8*W<)17Mdn zUNF1Y3zg+b?%ze+(Ds&>e%L7pUE4#i-3y{%2hV(-R2T)@i+;Wsvj{_7$NSphL<+bc zr};SRhG4e7eaxW87v6qug8_qX81B`3Zf5R-J&{4#D?&oRrEz1Xq=ABE=M}kq6e5u7 zvFE~@)G+8zMDmQYQ=p}6bucH;5Bqh+Y9vm2;7mxT^vW&P;J5fGP8U52F2~^LBbN5? z(aec1d+m%z8?3{&R=GmEO};st%L!*HRtSWhu*HtRaBZ$7M?pQ5@=@Z88BsS-`J?{D zk=WibQd_;(n@qb*d6_%;5iZFdE!Pbm#P&DkmvFryVWSi+o!;={7TZQsXAd4JP`YYE znoM?rjV**P?vyg2S1DaBzGz2u%MabO2=^eRAtfs59D&4xUFlK1W-uw;F_~d_E{KSB zEH$6x_9Zc9(tiuvyopJ)tw(^jH_?rkv8K2CktXTnC(`^OB&OH-fJg_0>^;bzvfCn( z^!aCO??{ay^Cv>?)}Dzcs-qc;CpJZs+8pywaxW=Fswjm$D#DLQh4AipG~`4&r@FZh zUp!0HGhaH!7~2tgw)`Q>UADy5A-+s>*qNvwURp%)^CTWZf~L|%zNC$aD2cuFBDP-r z!iLf|WMEsa%2eNR(EICud6YOIBicmi#tBc9ZkdRi2=T>$a#77_wGSu{ouBr1dBX8Y zWYh2&Pqf){H;Y}h1AUmoEl$k}Ry=n4uN}N#yD#yz@s$f$_jFLBdSy7ApI*E!R}qQX z;Oi&PjYc8-RIG2+`zZLFe`fLhegxjU*`R5e9)SY=1M8!0!>~v9^}6MYp(yy3`H`j> ziOcetRmBQ%=;RjE`}N;tbggXpdiD?%mbuiP+|ned-sEog{hEY?$8SHadYJ^l>pJnH ziLB>#_cw+}Qel+zL*x2l0$Rgg^*=t6gwcm*bb4;5;6}t08{h#*G+x1n4@IbZ zG3W80V-c>ag1^q5I~#b7ZkJG&~3B}=d~cF)Rh zQYA1;7VbRBQVloL3*nB%m^NrWAiP+F(WJ&RGlexv@D zffB5f_W@_({eidzN>+;V26xNDyC z=I6B%H1|b(^tLHM*OknXjUP(k{AY#UvzBtKo2#NHc~{_Ap(B^WLQd zvl>Dv#Tal|>euw77y+8)0y(@T7+#Ym!BJ6+n5(W53bMu6cyfjP3V|YwD@G^D+7%-5 znW?xzg1e4g<$IJ~3~lzsOWg3<~RxB2e(^teKF zrnXtiMHjNT#5VW)Ljh=?42w3h6(H?ihM0K-1ARFG31_16QRP1)pXreg=F+aALRSWM zDEMsPEGoc%z0W1RSQ>wp$GIl70JD2%bN{jYm*Yg&sSPaOHhaKFYH^B=t_O!+o-E5l ziDX0ggJ~KT`r2Xg&X0HExw3O0pmXYZ(NY>V?{0eY+dT^hZn&`Xyw8AD)4xZ*bhFXh`bL{M zO2cVIVa<)la}eNUltr`4L9k2HNc0{W7V~djc;%f9&vz#2)?%4x7QZ|Yn0OUN-@@vcGE4x#1(Kh{SJ2e@PTW&pZH==@4+1A13ei>#MEZp8pMXR0VkBraBD4%)m zyEu~!E2h0N?|&&^w-Dkq;UZIgdSNofLXo(nO89$&%A zW3}TwHB>ymqg6E~oCI@Tj&_s&D>!i2<<=|9%i!ehY_T(l$5i_ZrM^QkXg%gljFz(e z#py320>cz+6Xw{Mc_#|pYae{LR}qai2kO4}=c8dN8kC~?Dhhq84*yzT7Xd+m`~zS4 z!{FF3|IKY60FK+9-A<|Z1a;<}K!w!8H` zUG#vI$7OErF-O!Uk@@msd)S&}n<{3Tf=#!V-(q+f8K{`yX|}K-{NY9kss65{EoQUc z-JCN-eaKjAEbs_nYZGc{*tLtWiB>)R_HRAdMkh{D%_6Z_`3Jv0_@z1eZq<>T265_8ZY;V2x_Y z`Q9jEb=0*p`8I{nx9Mbmit{HPU9D$ix;+VHq`|u3f+L~6;aMHA#Fj|KjDGy1bd*q- zo>Fp-mV|A1{AaX*0~rYIjlXSsno#%~^T~sKgw97*NZexy{+rLIPFdN4qL6g$w%Iw* zA1|zmjdTQ?Q^;sgssq|uT$PvKc0w&>@a1U($a?eh@Mx*M%NZPqjIReL{G!6K z)Ke$X(mV*%l}3Q9TI@xiSA zO+NlUG1EH=j_&^g95do@?34S*e}Ac17?8`07EeaUwSGy#yc8^TJay*7(p2p1yWc!= zCuhHQ4(O!wl$2KB%twT+HLO5o znNEYzR5?GtRZMtG2tQGhszWFH{rYE;b>JL#{Tas6ZMvtJV?#`| zQB%hkt}xNON31D8g%y{%v1aB`E&Mhm{ITF*!rg8{v+xTOXB@`j)C20UG-`Fk*R(n` zns8l8?yN)kJ-ySbGV0K(zClKFQyqfBG8o^Rm?$ize%9T|#8bJFb=9nV={;i~Z_C%B z*XoFZ*-$M;A8$=Nsn3K*`U>7@DJD3J^ZNA#nE1{ut^DUs)V!VgzVsPFqaH;5+3KV1_#!f}N z?p`g7>irMQvvkQmlqvzyv-9q2`nJGJ)V`QFXAM4=oRXL(zMpT-Tz0#nJq~H1db-!NE>%Q;jxvtN1UDxNWgHtBt zuSHOF`d4^UuLKKfpRXG2r(tl1wD@3a2`;gZ7$=ZR@Tc2TQlhUIal=bFDh9=n-OaaO zUZ4mf`6Vsmp9&CK6B%Dg&c|BOYA*WjJk)8W-S~JlAKQjx#8rw4a7Z$zUsb&jtEW*Uf6oH|B$9!dH!LCJ&D3zRc$yR6J9(BzlgMQFwlaQ$3c1b#Yt* zDKANI^a`J~6Qw}jlgY#0KtZJF0kPR%6gZbWnK0Q)#Ym^wAEQMI*50}{aMF$fk$!_5 z_8(;Eh{{79=_>8L8)xz z*{l5&oZijzsCkfrHo@~|(g76sTkt%v7o=cv{R15~^itO>CLQ>W| z{MlhDsz=s2ZF8aEzzZAp)K*r$i-+8TuVZuR6z$Ic?;qbQ z%RzzSVYyHbPYQzLmD}xl$j~=Cx6-Ua#_xZL(bIcbIweWCWkk_0rn3 zJwzhTi;bEK=H{Z${L!i}soAjTGYN>z%SHNLg^^NU5@wqe2GzvK7#^n!M_Q24ex_E? zUW$ycN3sW|B1upl7>@dHI}!cWyV49Flu!z6O$1#^}JcxIC;vP z_i11@b}sOK@yJtFXeGWj}92NqEf332*hm4b}G&~i;@biMX_|vt)=n*FUQI5QWx9n$TOc4pf;enftt70(h zWEcIPRvbJHO8ABq<6tN2x9{fWILOzG6zr6Z1-G8+T_Nf{5dE}5cBDo@q5S+?1H|C( z?suQk{!4^@{+*Vn?-I z=xX~ansF)#+s@igD;y-i`I$rERh={lUR}`J`6L|+H(IBg2kv8d>BtwWuKS2RYiJc; zeIF~^dl#Cb??dmQ+8w*;beuUDm_B|r4Px~l+kbgwKwjbf`#mx_pa$Mt8O}AEm(XP|}VQh7>%s@uxL0$Y@%5rBZsHjJnRG zzG+Poa$7o5gr5^36sufS=u3w7_)5GwFBMXEzm#5iM+HImjmW%l9v0WB7O6YsLG@Em zfV?jiMQWb~J+Y7M1bEkYLH6Ii1!{1R`fW&*Hv4`kI5WV-k zKeD|TocUQ@qqGuCyYld_+Csz0KYBX$#1iOmzY8*vEkStNi^4TZ#ju|&apv+Vf+o@V z*7&+&T;6rFZFCO}6(iSr7Sl_iD&MBY8CeF+AH;{>=F3n&W#wsgt{iT2ueYc0mE(Gy z^4AoULFK*R4Y#6FZ0VF>|HEI32UZIQZikjbD)NZnhN23T)vZhC+FFU~rmW4P*_Aj{ z>27QCyb_h({$jTRE8#w&sbH^OiCt+M4MQ_4aJEOf*FC)gePbKWwM12-^*eJy=o}q< z<>RM@0_eEnyP4blEgh*t{m#el({ZO^Xy$}19nbH#*Rd^DBEyGv`ozsjB)KhjSB_L- zkTWeSa-5FPht4%@&#S;DD_*#2bv4E>rZzCISHqat`^fTkHG;eUdv2{;jcr@csAo4< zA$}b<*XA=-kTAA=mzz+9ZqbYWy-n3v&0X_V+ph*H>?y>?H#Ml;6Zw)~i~+f@4mZjBU4z+%i^;!E&{}H|^Cp`{+t6Ns@tZ&kVj9;aXVN_qA+K zu0^u+(+IE4b@=ScvFQG-7J}4}p3|MR2smy}64b9n7X8dnOEUu^#c3auv>DiDx+|10 z%0R`Blioeuwdng2@P_iT7TPVg*TMwrz|S=@-!oT>iuAKOdtTLIF&?hTQw#_wi28qW zW?&z2N8#t@8cc@91_in@z|((@_V;=%%Bs)$3B0RCS~rjMoOm6`J8o=xEl~#^zO2hH zKGdQ==7sRMKrOhf6aD)=86YS8;J10fidXK`zE<8EeE(ico)ThUy;f&|@*o2$ckWzx zxvmzUBHrt)XD!bL-3y zhiw&_HlFA2)2zl_^AjYU)itmj;McyPTLafT!N&OT8UQnLZ7nre6?udy?_7gsdhlvj zjvCN(BOYIAs7A}Mhg!wHYGmxVy(vMU8q2d4D}Hh{h{~QA>f&bLahqWFbygg0;<(1m zWT2jXd5p@dIU7J7OVpoNA_v1YHZ&ac073mo9 zP&I4{4yx^`t%l*eJJqnY8a!b&D=*(ygKKsD$l41m-Av6TqQVUyquBx zbewNgrmyO$#OUK`AE{N9IHI-u>7Gpm*0u?AfAJ_ss-{eLreg&Ht)iv%%PK(e2>t4m zT7laBL5G%x3P{~@ix59jfiU^`1V(T<9R86;0}hm-_(V_wg+ha&iJOs3GYtwa_+JbQ zl)=GJrs{8Y88)usuwc(E!}DuT`b4X+E(HnHuog>ycFG(R}l4dp{|{i!kimxa*nRg{_2D~8fX z*OYBfi*eT}*;8Rn32rWb7Jl7Q43GR|Nu}N*+?;awAo`^cmu;3g*nA5RGGc9ZLL?t; z+JCHn_~hZ47FYeL(0pY671&qOSAgXo-Q>5A3&1U66x&i+fI9mcPsbV7T*=ov>-Iel z79>givo$P#>zkssUxR`~eQlGZha^~>TNJaKBx31p;E8=XWC%5JJmJftz+_1O!`UGU z`bvj4$4s;Kt8e@5R7XL-bc|I#fsDN#Lv=rBB+Q6d6BAi}^Y_{%)HWoP7*k6Ri^TUgug?H?hjdikY$jH6wyzK7%z{V6)y>B_ zvJu38XmR_#EHsQf#NBHd@YJjAcdbpwWAe2@^?RuxP!)dYoh9JBa(FOTUJ{BA`rWlV zmx6T(u|Yfs($J6)&m?rFqBUB=d8c6-4jJ1UT3t=Wz6uYq>m>vX+;I2IpG-o}(a!3V z`U$WL%Nl*59D_fiCx_piOh71i>z8e-lM!|7TlcZ4WLT&-yKjC?z%K8D7Xp4KL-329 zgQ02?=IZkIDcneapTdtzt_d+vX@79b*ERz8PGmkUJeX9HGJ5dN_e-qDZ6b%KBONIWzu^3ox_I|@ zD9z}S?*%^$JTZ;8EcHUL=;DA9!4>JR&sR?>pF~B~q*Cx@Tc(s@j`6!6F3iG%I$4%Z zN0__5pK?waJ%QI=)bHH>=g|;sD8S2p8sb099Ud1LL!>5l1Gm}&*MaM5f~Ji7n@ZlbQR)_$&Rg3CuBGM|)S+^Q1JXO?$XwnZz&Gr$6!BW17po zt$JJ^$}~6mE;;Zql&K$JeOpc?lxZ_i^?vWCFs7sj$wBjW1apvlG^*S^npxL8{;NJE zg30Tk>UT-@F7rvNWqATu5c6TN{DZbpKc@ZSe;fEG{g~>EFmJx^eoUd?Z(Md!f|=9p z@@oZj?lLQ9C?{J3!k9vzMEhQK1u^3`Z~2_udX4!|Vn#`@#EqH2Uh6P>#fTZ4e1YIJ zY{WDdnu(s4Kgvva<#sBL-IAFg;~UEA7|fhOg&|#=i_BmH=^G{g9bk$#S3Z-F7e;gcvupO;>3-&l(*kQ|K{IOwR#CquP|*+S587EpX=at zSptkZ({ciz5#S)i&vs;ifW~pEedpFId9O_cr6L+?$NJ)?Mnjv@|;_- zPYURZSKAC))1h?!r4YM8CM+x@U;q4>1@D7)kIK!n;m6@AYI7_b)*-jp!p1W3P>vOJ%}5DD?$=(y=cq-&YQ)@FuV`uB4>FreR|B z>Ft?#xoUuuyE_{Vjb;i3hl$vhYxBKAoCF1lCc5Ef5)7-~tqb8M!Q4Nsz}=DvRhKl8 zJOLuE2!z!oTjb!3iO8tJdLn)vjdt0sNJ8FsHj3+K60)rxIcQpu!Am~T+TKovZc$v2 zOeY!ZU&tu?N|N#7h~HLMPZFpzecHjMMD&aoSFn)Xf5w@ zwFw2&S?TW9tEh;4x4iv>IR)-t$O2bRP_VQ`;7Yv<87Fhe4@c)n5Px}M=@>5w8kebO zx>#$h);YfF0Wxx@ZG{&&sCeJbYacaD#d;qfjws1I{Q3OkLU?!{fn_I4_#!t=C&5#y&m4gb`)aDh;DS| zei7)t`unuzi}2encUft?2(28ogF#n{u&jD1=s%4j+;M6QYnCcRgO{1|I7cDg2aQtK zY$*nP;h|8>N(n5(_c#(NX{ZxOmk6DrfyDFfyW<263!nF^itnZ2_Tw?m@`@60rp_IF zaJU!_<1VN87K$PDFaDHp84Wi_Vw5t9OL0ltoOAP3Dcrk#_7zN*!p5xG!=k(t)5fbf z2Wx0(yrD0Hty65L%J9T}#V<{&6pFghzHwhm zz(1CnI6qf{j-c$1A`3L^YT563=}0M7k5@dMF)qa&slgBJSu`AOedp6EM?-$iHN`y| zC75;oTfeod2yx#E96N}GcvE&uyMyJc7Q+vE_9quZ>tOBsm#jFo%EQln>MX(dhSe@1 zT_u?8+@?8~RD$gBZNgDm#n7|VChaIF0#&*_&BCV;0x1l|tcC(~Yi{4Pt*8hsbE|iG zrj|hN%E{vmCNwPnExLJGrxfuND-S)5Qpm~5OK>TbLf6?|Y(o(ZUOHR)M#X7(;*nkA zWLkpz_PgJk`4>awkvCz!ou${v;)Q8q8D!si3wZul4yA~Pvm4wh5UeTvR{wql*4+`? zWLjK-RaRMZ+<`34mYWmXIaH2aM%q%3yUIXY6K_(XQI5QMzJ+{31;o8<=Ck4|VZHNE z^2m54TKptJ&*;*T|Le%_0WCVnvN}Hs7b+p%u|tVOXYo7t+zmeCN}x(QrDA&}vi6w% zXm6|p$E!Xbr3N})tl^ckI9LTuWr2*cr}M2{D6*(QFhO06{bw~)CCoQIAyk9yk)=lTBh1tHLzj^0Aa)I_`?S z{~5Br3OQGQG+O&tVJ4R(bT+RFy|1dK^h&G1k#pj~I#wKE`yCT@_0kc+S$kYsg^tBF zZ1h6!N_1T8$dmoe(&3rVsxR*=A(XV)p#C-;?b$`niFfE|oRX**enQ6{HMPjFFgh*> zRrNWpp<@@h+pF5C5{-e=r-YtYVAu1r4HCWO2)ytk>sU+$6bAP-Dw(r5%W_+p<@HJ^ z%B*>xm0F1p(bk%OY%0O|PuJA(PX)|wA-rakaq>ddbU`W`d8rF5!HOR9TnjEXz<3Pv<&*SL)Lxi zrQkEP{}#zl!@K2e!>8XAXSWZAym$kmt+`I@%q1cw3`2@~E1|0u+q>py9t zaS`5LIZ~M{SA@|=zb-wBDTG<1$WB2P&zL1?z4b`XN3iDr?_bV56sDQ7EzD409aPoV z9Ztbx%Y!ewf~lCeI??>bFAx5orWdRJ<{@q2{J>wXd?a=0(Iqah&hh0dYzm^n>(^a= z;Yl+7bH=L=9VDD+HpTKGA|Bo`sq)t*0_Iuk=$}XkmTVstNGGOjg0Psvjyv>-iRv>}bM0vmM zFCy;BpWotgmk9bJHV4WEB0e6K*)M&W#aVC8yNB-01o4h=UcjF$@My6MT`(bHdd}tK zPuARjd1=?Z3@I`WEn2+@I!(s(OP?NxZDjmSbt~0WCqe7fQzuJvB8F2M*e{*SfpHEs zWs@ioj%-TlBg$`Ok}H4NgSZeDQ5>HYb5rsu90FmITiYDw_T5WE?-# zu(Z#b1oqXQ{oU@Y{HO>7)ojc~fbya=iRIg-+gGi&{g#Pg!=7)(ak(IleX0F>jszi> z!`^GMNYJ@(S}Bj8jP|`tE=O`n*w}UVXL2nOGA(zT#&n4=9u{#heUyXWMp|y(yjf6r zDyC7sAq&JnH{aZ{Ts(_q%(kkseAuAxgGMhB-cWZhw@Q=oeW6w9QaK6Ir{!X_50j8K zqDg+Q?=>|v>2pv?g<eU=^(FeH;(ppkU-5?o z2-nE>7p)}WXa_YvvxmjGzhW*!F%FhotK5$oB!ax&DrXam*LN~^Rxx!_;Cvv>;`7c_ zSo}3Ry=6}->^6ERm3|-~AU=GDc5E_=wanUjx)LEJPm*yph=+jEu3ewa;?YJPm&*Mw z30kcNX^uezyxZ-V#pjp;eXXcZd-PKw9+qts>Y4(HYWLG-(FDW=Sor>9#WTh6gU4rM zA}mEFC%Nv$VqHKo zN`~oIy|0=Xi75R2b>P(JIB0WfmJ08V1^aIuLeJ(T%#V6qw%MJ6`SWeMCfO<2>hkZb z{oPc&{@`j&rKDg;_3^(mPYKX}!c1IPn~boZ4i`)f6A}F0^81eqv6z>BohH_p2%Dq} z@oL9d=SdOiPcu@n#oGA_Z*UrpS7}OY3Q5C}iiqkNfi%duEuJ;9Ou=KG0~)tdl93<3 z@lt_HB37PUH!eCI54GJkzc%M4W3gHL<2)l3P5TNnVzSa8zo}!U@oqXkI$e*Gr>4Q( zxlT-~B^4dT2g6tP60l}yqOd$W5&RM*M}kkrqAT#|n7VKRDlx1`bWcL4%B>YsauOs% zZeKs+nS}8tb1{*N39x&gLYcOY1!3>*Xq~r_toch9JzIPiv|Z2YZaoi1z+Oua-l{Or z=nGLd)<+_Xq%C{2G7ud2;OjJUaRcCieXxFI>Y@sv_DX* zKPP%4x;`^=9{0pWu3M|}%dDTE6y;_1rYWnlsX zZ2d)33>Wl7rpsnlMha|g>0gzH;sjQ&F6#XDBnr-PZzSr@qX>4*ixB;7MiR7^Y(7p* zCJ1Ku6J=ih1i{rq6`8l334*S+0C~;TM8U6gs^p8kB*EjbYU{so!v78zn(_Upf|Pe$ zExC&{LDov8iU%rm!D8v}MVTDxDYK(5oTR-!## zu+3a1;deJdkT7}qXy6xu;H372XTzy60?wZt|99{12z+WTcwW~I7wDbp+Nq%)E>JWf z)U$qu3$$`mF1f9V5(Ltu-WA-65vatIo&==F3-~rV_3T}Vf~CxAI|Kh1!OE}G-IXfg zg5#=f&mF!73DQm&>e~MF7bK4RJpbtLBgnh$&gYZ;1ReFae0RqC3brLY_VQaDB={;? z!OT+#5qy%P_b8`^2*~H<>y{n7E^xJ26|zX(K@h}PU zpkuk&W=F9VmPEw(-?lmed-0`e@w?VRgi*1mb-AX1b8WY&-n}h?KkM4I%x(6BmCSUR z-QHkqEEt!rHw%S%{DBkR7GZdEWZs{N!caKsmsP884?#lozp6U-V3}smu+*w)1;DJ)&bUJo)@T>A8t;75v^57)Zd9hLv-DCWt7KUzc2?PQt!L zMXsd;BK9|aZk78-K)-3fa$8~?wzI-LMP3lVnq#~Aw*?u?y^Xz+za&Aa@@B|$P@!b{ z$}XEl#XsX7YKS})iR=YBtB6UM>V9y?i%P+WYj)axncXXzRuK98eW& z-mh(7fpQ=+dcJ=O?n_MUHZ5h~%!u{wEAQxFh<&XhE=WQ9f_PU>3LD){x6kMgao}qZ zAmQ*P4b5w&e@ytKgXPNHH&-_u9i{u0iakz)&iJx>gzz*7hAucOw{RdT=ezZ@JqOB< zO5civr9txR#qHVd>9A@wD4JQFfr`TpJX>-G>}Zv1S(FT1R*>;FJ(B^(>EWEYh3V+) z`Rh2hHVp>b1ToA&bb$CnTdTRYsFt=W`JiISi7kz9ZQEb%>0_uuy3&+WsoV1H?0`LxSD}F zYcI#`XEVW%jFR9>XW?_}QXePtEWGDmlbmxj3mS8B4<)2#;-H37OMhtwuB*;_v+`9s zZkk6+b$6$MPSv5#A*bVY)slrzFJ_|C{zOH1Oct&Ur#Ef*odwAc7YOGsWkZ)guUtea z8v+0QjN5V|8&M%sujWVmBrR@*0K;64@H7hp@;$ggDm%rJNOW56+V3mW1%;$YO zcjuz!@sd*O%v=P;EF$VLb8(L9JT`hN7u54}#s9K$5IXVCVq|>|u8;4Ly)T^$34xdB zHQzk!>e_CkHkJpmu+KRTS^2mbn73rCD<2O$Ag`95kCX2j`lz0H81Z1P8~>S$+ZO3M ziE4R}Kd5CJx}X5-Zf;TecC`>sbSj>ZKNmvF{rg5l7vcPlR;IH~5&B%)r%z-TqHOaf zyU`_uFcd8jb=NCE?^DYiaWaMY%2$zjxSoqivGWIX&+*_kk@#Hv2LMh$vA++$UkrEi zP5Jn7=bBxn5g$!+?z=1W@W8s{w~m|1!>4iC)7Lihu;8B7kft>kd#F1bHk$IV+^?Uy zs+WhZ{DVnp#(bQk^o__~`ft)NH?c{;cY}K^En~RVTn$@n|JOt_akqyRq_}Ti?{j zsf~Q7@9$NeTf&Fou5&g5Z$9qttczjq;6qB3a80F^hiUaCA4+U^xKwag$80Abf!762 z|NX~D_UePr7I1&GR1+b(vf0Nz(F zO!!q5;)TTwr>d+7Q>SCi(!99XTxp|uScvPb_W41tM--uG)%>rV{anZstrR>2To6W_MMWNSF`{-# z;z~FdDdCrY4!kTv$Ns)Od9*@AJ@p!K$}GUZ;=LiJBl-Ad(z!OARftb{@4aW6ig2|5 zTMOp|7q%JKcSgMBVwdHq|JJ_aLhsrWkBh>7tXj`8SF|re1JSbCG^Y@zt|{%kHwwVf zI5aArTZn49Tj(7s7ZU3!-O?sJ6dS3Ye!<~kpK(RKZzT@{Eni&1lX&Qq|9Lch8xMcu z2R4|_<)NnC|G2F>7quQUq;WeQUO4*iov`O4r2Wc!gKvEF&E#%Uh$_Yv`F*dX28;3L zVTWf~bTOVs_S0`3EQW^8S9ed*VyKOp(WQlbvBPnq(C9lKM&EvWbSRcUQpeatDX|2F zM(+B|wWTZP`?YUN!nFi_S8f+-w=DZdHy5Zuhpd!{rb!+^4+$a~U*VUiGQ9Dno5dlyTCl zQXH_ArQgyl!`{VZEl+34&|q(VgdbXtK7ET3i-B^OZnk{%dtn7AXWuT>c~%amPm;^; zI+o+ni&JOV!gI85^JEQAmcenLBl63?GDziza9(~d$57ZR38GI0%1=c6EN4`J+3#&~ zhgkte$KuA^QxzD@>*l7vEl0(}lg4iI%F*0#|IjhJGVuG;wloHnVetJNLUBSl6pAyS zhuKx&D!-VQ9$W#7hruUarB`6iu-@4IkP2A4kJrjhm*Zpe9}ewUIo2C193OdBhR@lP zdq)k0IMh{HQijX$a9drVPiHxfK3Dqvz04rzW3yIj02s4lKKS`dTT}J6vR1lZ4Mt z9hnpNN--)Jo_2mvidp%<4nDog zZB&1+kX($7Tk}&y{Yy~cX7(qhx&-Ryxshd}rO>}8+q>dv3EoQ=YZM9d=ALwX^PgA= zcD@T%&2ue=#0AOBAFuhK9DXffHN{7qa%rwrL@}ruz5#Q+ixHQ%gD)LgjPov9*`1oj z2p4SFbDYBmE32qQb15IY*KPOsW5~mb#)mQ5d0ZTrntdsHhllUwYD-&W`6$+KuS=WD zhvoV@tpMRZs@iK*a4v|4h5{Sc$|Nop-t~Uy>t2L3xyJ8dcM5RvaL|UlmV7v-YU}MJ z3-{sc;lkz3MaXB67R0m{L06PT6{K0m91Xh#VvoVC3``OSBXSc|!D>+RjSF2F=x#S_ zbGOR^&trb&p$*x{@w%Bas+kRZOW*cUBpV9r2)|0Kv!M4aSl!Mu6IHavO)tzcFgDLW z$htTUQH$cmhTi1;F=D_c=<=ouQMQDTX%+Rl8MuDYqnDD%;9bq@X`)}`dnO~+5)!zznhGoatH z{;zgc1`JJB{mlHD0cAp$i>pTlA_@oYe-@;}b#X}V+mtkDiiegD2=(u+7Qt_lQ2#dS z*!9`xv$4&vqgzck4b?G$?!Cgi^FnQ}b(N<f(TYf)S^nu=|n zL;adcEEL71y1n*d!2G6#%~m@m)C#!WinFPhX?iOb=f;7lw%K33FC54|94HN6lZL$w z8pRw>4tf)en$|2~!|vUWm9uYBVDS6g)fxf=^QYQ>$vvZCZ8j_;S9rlEQ@YsiV^CZ0Hy( zxw3}TPlHmcOn&8^6b$Fi>rsB43J+5f*T|TS1=}|qcU9n^PVa5<+RjuguB%z1Bf~zaJMiz*>BUS0 z&DYbf-Nt~7-7k${R~ja>HU{j;q=I_gZqmq;0u`SRPkPsqvFK|4gsyb@=H67@% zRfwJpcBX?iDQle4LC5N+-g_5cro-~v?Jp54X!!T#S+@M=BuFm(GG(euM(b{sE#FW7$e| z8ss-~JL{dOcv8Ef^(Kn~Te(Nh-zt+~QtBA<-jWG2zwo)7ehM05d5Xt3voNxA$?_OA z7McofeA(H=gq)ZgWy1mn9(1O9ojO3n#^}8%8y8U#XEwHD{t+6wcALKqUc-P%)X~!& zN(?Mr$r1NdV_y^}xH?~=*5e__a+)l5XJQuV?B z$0XPuFc__sp}{}1M!heZ2DP_=KeQ8RFnw^_(kO|B=oOmzHP#g^=O`e&B2Q_hl5kg-W~Tj_fCjHUdw2&DU{Rq#_WK@_)Nl&PN!32TmpLcR=YUPkH=d2tF8L-5#Uu-PE6d0fnm}2fUi{qI1`tj zkqRXt)U)v6i}z$W7ln;hcaTA5duMgUkdR>QR`^zL$CGHFDQsy^<}xdA{AdOjx?$lCBgZ*>^q)dyH5W$IL{vplY<=SD%`-3v|`xg=cAl+n9elY}Zy+lu!hG~{VZ$2Zy1VSQQU znesV0q6b>?&WzG9YGLlaOqvD-$%6mxm{ako=a(@ljsoswT87kH5{671{_`*)V@=vk zAFHLp`!`>;mN}Dz+jmS@r6N?sUya+gZ$1@V$vq}3DkwNE>e%7`i-b*)Qi1DqiQrT} zeK#bZ02Q`V+pV_*e9dVX8=gl-h_B{@{+ATQ7Js~NXds-+KV<18o2b~a{*SAwNfNxe z>pO@SDF}Xf=u1Nu2{q#_9a+5uWOh45@w5{0Nq_prSUedE9-VkqoI{1*Uy<5d!aD6u zeqGhPLBsxYg%4Ky($MEwXJ(L`jMl8HL#K?XxH`{f=4Kiho4l#2N?(bn%)48VK930f ztA}kFe<_gT|H}_rMS}xQhkU+H$CFLVCBm`v8dSfTZpqd0^6gd##SNnc8QrP$Ymn+Zuj1%$BvhIQ5GcwK= zHV@otCu4=5b!MZl5Jyw>kKCOkwCz$|c{YTA)%H^czwXCj(~(iFq>2bMEFpZ&VMl@& zcQK3cARaDv26V&N1dL?9Wc*4eprGhW=Amo?&U$_QQlm?Nb`QL>Kg8qQy~*;TOEECv zikR_K+)WNk!oo%P)m0b-J}r-(cRXx#|PqZ*;+T2x1WeO6_eCfVP7o1 zJKc7_p9~-OxXWLL$S|D9-Tj5i<8GfY%n8a6RNH-=R zClrHn=VRfj7W0@g8VR?&?@<5v~lS%81!aa-)K(6OYg4}tAxC9 z>zA%HJC1~Pfvg|Zg+v(YMAp68M})_Lwtr<^iP&Ld^lq6_0x~z1t^1J^1D)w^o%e%L zP+_dnT0WhCkF!_DZ%vbMTjq}On!^-090{ItRy_$m+MeB)mr&8A<((6vm4wPtzl_7z z$ilt8F>HoH!jiA@)}=oaA+s?2$u4subjm%HWS5eW&$>J%8A*nof*vzPI8V)i(L8@; zGPo{X;@3Ngm{jpKwpSuxL;H-;#qOIA-2{?Hpq=_j_LV34~>z#9C*qtw4_W30l6Ya!J|5=k!dhX1aYZnR1o5{MG z!ts1)g+SfWXsQ<9l||#w1E2O z*qUUpf8Xm#7V0c>JN-ps1`MP|3}z%9V8A2h)Bb}_bVN;0-jmTtMxSKzWe1NW7}z#x z%mW!}hVl1iehB;ew8G~uDh1gmHR9`$jO!elkzFzke%BsNiUrYOmOGW1$D$!Pbc>yo z1`QIgl$eR`RLsxvpL;r=0&R-Uz@{M*6n}imR4t^ScaLV(xt&5Dk|k~b_*-~>mTH)> z1rtvfziN!BWupB0Q|%=unW!FK`1+VP1D}SvB0WiT{JI}BOdF;`f2#b(VuxgWXq#;k zTg*VugG0L?xG>SyKSq!H$i$%fy5Wx=LY%~J4xV1kfJ$z8sMBd0Z0!8G>NF~NPy6`E zzsT6!EfJiwBpJot+(wCqbbRc|k~Pp~;CQ0ng~+=MI6k#IT$3l%N6(fnP3fiKyT_BJ z{mRK0^QdTMJ0)RH*t>!7OfteNb@QVtsW5BweWrSd0r&p+_c1al@YRbF`F@FoX9{ZG z8^VOT_OrUF50i-%7w=BF3-4j!1@`KZZW>;)ue^|vO@>3mc!UX=fhVeIRRt?jQT~3n zTXh2)$6nUt>cw&JFI*#2>mdg_wryer_;a9{zSS!!kqyHUnP351sEeP?eNkt?LSef2 zn3p>T>0x~#bp3Sf4ohqK>6?xtE-ITZjHcsOM*bJ_{&Z9wk2X0@NrPC0CauVugKhcE zTMy-?;-@TcYs5M>D%)C4)oprZi@4PlNBI zRn}xV8wCO*Q`JBgCY21#RUH`kNgumJs$znp@~r9gDK_%>lAR(+9K5<(-}tJ5gN{FY z`dEz|>}u>SOtR;o(#=Zd^<*l-Uy$W{O;ZqKd?0vY2?MWUIL=4Xg>w^btMPj`3oCQ} z)dt;SC{w=G~he!kMsn z_fd9F1_P^CUs~~|o`tF%!xz29IA8?1spj0`pxnWr*dl;~h9cdT)HF649a%FA+F2;8 zzMx{oVS-_^Y)WpLhE~T^50zTs9HnWestyU`OggRNkFww_GEzKxF%<*f2Jg(7Vqw+e zjuoT~VI3br-afi4#A72};z(^Wj>m}E9h*l*fl^a-;0*@i1|w^9=q&6g+w)pQIu&ZU zhNm~&Nrmsn-h@?Asc3U0JTuH

F!)!URF5;xZX3f%A+13=S zXkARSUc`j!`x|FhF@^eHch>v9@cqAJd9NX%AB_GKtflfQ4aI$aykGOvF&+Qk_m-t%GNwgr=LHrF>{iXb6fm$yXP4&Z zH8ga5eJlB5GzlxkDC4phg??_0wcki69d;7k=M#=H;Ubw#krMLGNZ+@E&d-_XavxMo zI>UsU?zC$TjgA5zeKqF^q29`ny12TIf|KHE^RLiJ(4*>J_ZI493HudA1t)2!5xsdL zU@ZeYJDK|$LcTs3-E!)((04A`;_0X%h6;er|NP~^g9L3V1GmcHr4m}c91ak&o<)fI^kaI6W>0TMnO2Y)ZNiE8QnDTY3f!Qo>p0V zkEhYlue3i&GmD0+?_K^~KA8-=vR}3B8m zrf&#&*LnCbbEzZ)$_`Si|K4IiXC)im63DPA*lkA@gY4RS&*9dCN> zZabU604Z;W{Jvxc)XEJ{2N@Oq2m1cJ3B}JkdV36 zKGZlk6|J&~6C=qPxG*iHH~fi)hwjzA+(tTFM_yMbw9p~;!yt>hf`$j{u9)$erQ;;m z{Gt1xkbObT$_RJ zSIYygD$w8*Jz8&hGy~4@(i5f&((zDHd1dJJ9F6^m1F`$SaGq!S4l zlOsg}{Zu69?R(pvmj+X+&wS{HblgfmS5B5nNBnM&pAsFZ;PdXdU{^+gO`5~`rZ^IO zCFq75*CxW!)BD<*lsIg?M=RD0PeIL20dL#06h!UnHe7Iy0t}d_-07xZ-`X2{<;Y}s zl?ELUs!qX{>(-m4yb>`X7@hQBXDlo<1*{f}Mq)V;IwGwd3zzhgOJAgu5m0+f&!vTg zw9@FgTl!>FoAm}5caR|J@Mc+@cnbV;A2XH96S02SAn&_JEIdxLeC}98VtUPzvx4~% zaEzUHS`r=$ny|*$Kx-m6Zfzl@H24fC_Mh$As2l?y3+hy-MiO=wzDnaeNCJ5!m7;f; zguHJlj(>KLu_JX)aIHBBktYxAZTglBQix7;dSoIxcP0!NB}7B?hoq@3L+12jAUo2pxuaySDU9oCBJAn zLzW70#mYTN9%Lj7pIztYl7b#Dtx?^-iKxxCl*xD>1I@#)U)To3<5gN*$Pz^orZoCy zCBBnke{aP|og)Qi4C&n(hp7+~d4APDi;Q*m!}JTMQ&82^nmQwn=nekb1N20ehr{%YRFY)`{Kyf19 zWn#UxrTxDRQN)J(12kLpD@3~S^FUG8U}Bwsbk zp|{Y%Z#O-WD2#twQ*kSasEN&SvM^5~WOkR-tPn^c4&U@2TVy~cWIn$9p8l9hXw5rU z?JY5{5i9xKB2%o$AI+KVL39_Ru${{v&9TEC5l|xunoH)7k zcs8LBP<*3mbr$i7;UP);$t09cs~`MM&mz9muavBG%pq1x)D1|wv55X1TMxKPvxz;8 zCx24A*+l3>gN&Y3F0n;<=nc1nO|;lvFy*&p5x$Bhx{uOxh@gV#>I$_SVj_OkeLv+K zg7aQXVa2r^!gs}sV`+UXV)U2zebY=f(Qv+K$N3W+;=fl4Hot{)iReX>c2!T{B6wP{|9q zcCLs)&@B0j=z^KV|cMzTViO0_QwrNQp3{-N?PrMJJVD`r;zcY z#D_whd>Qn@*qBT>m>+RkP(&t1B29Hon<%`vsmo0Kpb{;jSCpCq(g^-1hrj5Y$sl&$ zsreW&m`2$7RKANypb&5SEcu)VQwaO&-JcqfL==)`Y7cHnAf~elAFfy&M=U?IVAu5h zcw(dB=T{et5(xRtHw9L#zed#T{Gb$mJDHe0v3pFVCXt9F*{$i3j3vH1?s0bvi6jIX z-a8k3iy-Vro<@`ITqa5j@A%o(TqgA19xYj3d4=!_r;KfEj3Q!2=ai@)V~ITt(N6tS z351VnZh>806k%@_-h(BVh$!!!P1>1$1f__6>9C+LvDJCF$Rxmr;55_60s?&qu3o&v z29_W3rh1^{?~hrq-Gd9n+MbsLalSyeCkDh>Z*V6`}A!9_m{`Y?Hp*}Ia>;22(RE=Ps5iwgn<#*0W+sxF4jqP6*!9h(NgcNpqS z`zNIuGO&9=a@|~II&M(%62I?E!-Enp1cs#ILXeN5)CC$Uc5V4_yOW8W>-x5f4rXJB z^h2rjK@Rlu*^P8J7J^?g%{m|Ez%^X`)850=Uk1I3h%t{AUMXidfTh1wKA ze*WCEFnSggx^+E$cTmx0{!Nm3Ee@W^e~fqhCgb#1^^d{kbSTK`e-1jDg&Px^=f#*T zsBC-Y%n-}P12Y-s-ECa>x?FVBTFS+S&HPdqiCpwUPyNL|F5G_Du2)Inf*SPgkIwNt zoNjX{b`{D)QoZ9bbX@hy)NUYV^~AwYwVZ1+Zu0VbOC;$?rb*x;6jKYPpb zTZ^i4=%!re|oO~{pS9Q)xUd)Af-~4==2^T|8JvlE% zauKYmw$g&l^W)iVPG8hGkZX5fXnC>__pCxKY;`t#&6b>aqMC!g-3y+W`myj>QC(8# zHXAZCua}x_;UID4uE|H6Ie30+S~I1Kje4IYU;1Y_=$nmB)b-#(FnQ5LtPB_7;U1^= zFXTf1mB`YO;9TtS8Sc0Gj{~+{RU=uH4gU*m_IB%Xz};S0<6V^v(J7m(KR2@Rd|9@c z<&JE8`ou`P_=E}VanY24ItCs}S*ImVW};rJD^7cP7OWN}AE`RW#5&_aS)YhBR6Cy$N^7P-^HFxE=@}{*;=WIsovFC)%h_7>k%HiN&Apq1$WWw> zh?uKT@i4VgpjOs5Ab$@bX&~E_$Uf(ly+;3VjD~_efzx+Zc0bY z72A$u{4|_m3m9MaV_@6qvx6U_Gm-kD_&Ujqi95e7rWNKgF*$yy@xl@YbQgARAN<3F z?T6_hA?F-$n)M{8qAU!#ACCK@#6qX&oxR%HIqi7S_j^91k-?zSBLGn6|3Dw*eH4tTp;_11)0?r%@Mi0ekk(qao95! zT6e5}B-YM>p8SM)BCk&PH@+CuD8GW~J^Z69ry>xU?z+gtgO>+=DRnbe8E}275&MCi z0?r@G+K96eDEg5#XEYLx=NH%Z>3Cg(+svikv1TOL+>6#3X->iO{oA+nTPA^gWPV}h zzgUPE=%dbc#aq^JgDXewYJmzduJl>>F2nMvwbprl@I%AQj+kN z|Jf$}#003!RW&6QlCb+icyWks2JD;ScE|EKkmyL1c{@*ny}kU_XE(`^P}W|SY)!_4 zsi!vT$|OvG8#7}`C81E0@5)kw$CZ0B7H!UpgS_+AH|wQhak743sIo2@qN`1>RHjCO zbv;cqe?u~M{uy^VN~6O0wTr*BNGi7O_f2$h3I_q zONMiQcUa44GK}xeQOkH->@hX^_=iXe{*LQBeDgICpX6WU91@O2(B3!V;{#DhU(Ee1 zKA3>#4sLHZ?o7s}*d?phSCHT{wmaDS8yPZ}26vfRP$49E$^W1zgYPs#L7L(ph<)OvR90@2L~r6vRzDk&^06#;2!t%MIG&&~x-+ z?_S+FJg|!Tkt>%3;V;Mc5KbiM|B4ckJ)R2tfi+6wS~Qp`yr^3KfR2dO8`|{s>3CWG zVBwWn2IvW!=1W)%d|z0$#?68PQ|+Z^I-;ZTM1P}2%igPqGR{u73yeX-Ia-$aziXga zFaO-2l@7Yndt(_<1}-tr^fWT*@c7Z1FF#7deX5BC*^`EnCT_s3cp3z>uNL1VG7wTW zZD=M($L1M_fYZ+z*m5L(Mr#!V34x7jEwyy`*H65=<4VVZ%r`;SK{S}IPV9ORpMk>q zsKy`JCD;JG}`=}*6-4hy+*nQLw|l8ufP=12zI~M` zcE0hr1CYNHuNqW=rFB`|+8FncDd6ju*F zZm^N9z}90ci<{|{@CYkBsq&~2stnH4m6F#X>C2b?ufLL)r&UR`_mvpaHy$O~RwCr) zl=r5`We72kRf`|0z|_#T$z8dXc(!G&pBB#+7xgvB%3Oz%0qJ77*LA1}>JEGBUWaVS z^8bd3O4R>2!?I~A2jh!d?VU>%NXqm)BJrvcRyv8PFGQ}RWVi6C(;1ZzyX{@a7f^|D z%aYll@k$u{4q6!8T#mynXC+EoiXo^G)hMf0j0%@i$NZ0!LAOEHez{`>w8PY845TZu zs`S;{*;^HmmH5)Sb4vwG)a3M%Rm;%Cd8xCjuNWUMFOd1JSq%TKnhE>6rMOwKm=Lfn zgWh=D<%W(@END$L@IG3KsGGfHx_Sw|mQ33QZ7jwH<7_P->0&6FK9u9C7lFF)>%x5v zMR4n-#O4{5;B=wW-S2@V;6r}p`oa=)+4WUajTEEDdZpvHJH>cb8p9vcTm%+7x$MSd z0XBZ@h}CK+K<1sESVgJ+m^jr*GJkA(h$%U~S{|Wx6d@R)=r?zSpfLbRu@!6yRLl5EPZC-$Z zh@G{a=kp(lc`QTli%EjDN%jJ=bT;xrZiCC=5!)X7r18iO$ zZyK|a?|f5)jiZ#_o_!@?e62A!)=>i8=9bHU>x+eQ^@|!?k&ha~1?qQ$ z@*ytXZ$2`WhmSY5CwrgC!?~sV54}|9qP>3Q;Lo%9h~WwzjOZ@F#n7M+{SyV?7wj5I zk1oKH0E!WPRX)hAP47<7c^oNFaF$z~jo#4Pay?}^XiT2V4cN}cLY&uk;rZDyynDr3 z#R8ZOcdbz9&WF~Y>(m<&yg2Nieaa2z#nDk>@j0IUJYEy@Ek!aL{_f|yTB}$%r0QfW zU&F?YK@ZDwJWflbwJeYI<049Gp^=h(E^IfRb*A@laA$Lq?N0*^cE6?9+qtsAocWoT zlFie-DWkK2UO5PQa(zdDNj5g!{M2-BSq`ozJv+GCnRnh*v?*!c{Hb1(a(bP9HjXOy z)RRK9Fj=J$WMq(q7|H6L8JStgOK)-K=jrS7pIgHQ`I%^o9QfpAk_A33^6G*;*;sqP z?Z}~(**JcuE?i$Q8;*eoHd_?tVErZeH{Hi_U{m!qH<_D-*7(W~$A4#{X56C1v4DvK z^Jg}MYw_matv6wU=W{SrJzX!hi;WAzt`~kJu(3Y2nz8pJj~5U2e*c!n!BX9dDJGAT zPZ?%rNG{_-YfqN5lVTniOSZGU|I31|V)-+|FB;hbKgn?hREQqWI8c_Djkj}S zJpQl^Y$V*z>I)ZP%B&GFOZV}3Yybbqq@=XTTB^fIdPiXkE{)6DJHX7cp z5_xpBgMqOqTAtHICT0WKRmDkDb>%F2N{7Xz z`%fQwrK9cTsfE^wRLoSdwh(n`@Y0(dGT~%k@9k5|PGn^8xY;LbyK)9hgH@+W+S8%8 z;KR6lR4SG&v{7u^C5?+>=>#VCzg8lcs61Ed0gltgm8@xy1>7>_kwu%&Z z{W|IT@-ziM-^G+{`$GbEJyCWr;~JoQFEU6q9>?seX7?vV!(pa&Xh+W#Y`Utx>up&y zxP3YyoQ6agy|+|tewPg0t%5p#Ws@NxMB$SxNy5QkvBgg-(($Ii1^)qFMrhseFb{)wf}{|bXA*q zOK=4CMJ)V#E-V6XJgWHx!XxlPQl-!#DjZ+u9QL)7f-$ekebC17gYM5z(z)|q__{=D zSSHsI{{sL3|Nj(Mc{r4B7e<>TDNBlIL4_ogP;Qk7DT-1l5+d6mTPWH0HD=6a#xiEc zk`}V%L7PhD*CHuWDJpH+BYpGzbzkSY-gBP!oco;nc~0o&8Pn_ADEM#FtLE_fNF4vy z#WY0}-kYj5Id6|b9(~KrwgXZ4G2Y3Q3J=A|2d%4jjQk*WpmIfrp%WH+?CKsjT|z#) zC5|fQfkgNWw`M0Ez(oFOv64+en0Z+F6wB;5Uio>gl;3h3`_pNhAY?r_5`L5* zVCa=WuitTO@BYm2BVb zm^6juP9}O+uW5hbO_cPG9#_!wC(c9v$hLwYGW{jxWc&SK(y&(2@ZP~tvTeL+7w@MB z;nY6c`NG8>R|kze&bN3X#UMaiL*5_KS^Y=z$^)R@wm&hr)&pYV_wK89ZiQZ%xvMAN zia74`d*<$Ugeaxl_;Klt8?m2I-+%4q7Kk;kv-2RXFlotH!J6ZR-~+2tXWjFMikm{g z>vLiF6EpdGrc)qPe=oYDcEBC2-yAyot=$n^V9Xe(iNKDKdwcJY2smHRsxwpygGc0p z$6xACpq}#c&zJ5K5Ksejn@d9Q?40j=s{|i(b~d^dhPgmvt76u^8^KWUFivMiN1<~& zui0r&G%Q}IbyB_@!^qNEN?Ox{$h5l0Lxa=fiS_re2YJi{GPcP!Z*KfaA{MFC&W_wi zR`fC-t%;#PrFq7u#g-?L;rPHLrZ)_|j2T%iDt^#Oe*G`9I~Z5@)|~e*iA2-GYePnE z@n~IQw)X6-c=QH#t845F#Ne&K{MrrMiP+yYs^2pMh;-F#r{R`ZGHchZ0ES0AX_fkS zagK8=QTYB}+p#7uB4(wh{qo5^sHjoc8r&n8`gh?Yj^1%toc%>jGzbSx`@n(zEyoc1 z>rCmkbbHvFMOT~8cO+uhv)Iv&4uqo+=cP63OlW5hG?Gme;?`$!;heiOF`wMhR+4K3 zu?$mNuG^1Ru>?i-Tk}oCJUnySGktwbNa#4}^n1WYZH8p``XJo3(2o0-7>tE>p7B>a zLU3`9*Xswrnhf<$2o!Y8)TY!*$E`)8XucA77FE>t}9uA!SFWv;pzJ)6!RB3zMNWj0uHC` zws;Lkp|NM9%h~r)Xws&{SbIevp?T)q%X3715EF91Dl-@xoR^O-Zw*1Dw&%?jv1nMC zW_{UU5QFI?`vUA~2b+r(~!bhULGU;;zL8p?XC{Hote`ZxHynXh**rn>9D7ppx*j@NBa?P7)r4B`qmxA=Vs|w;g8(WHsw7@>bF2n<@cl) zhK^*UYk|bS0dHb5a$GHk5kfXNC>8iziz2!wzSl~vk0n{sZ+1L03?;oGUb6@Hd6SHm zOO%+i$H>)@giq5n1Ibcfi*K*Dgo*k_>YmkA}3C{JP3>#`ZXd8AWGTfgG$8M5PPZ|BiB1>~i5cjYc2l>{%G;;?&F z5#dj(jG)-l$QxPKH-St6@p_*T_HHzvOg1DgZg`qchAyOUSLi!K^gE1&2=B;7LoH+ z^E<{;ipXZ~#`F?fIvI(X?rm_JPGXCM+||xZQZM1OGLy?9(ec8=3;1lZwDR4=#V^G~ zy}oXLUn_@r|M=MwJX%ava8`Qe>|hb*=;2+%@k|n6^wzQ@j!A<1cG}n4un1)+J6Max zCb8k0JY`CX$xf${a)A?v)R@e#mgwVWq_pTRi!?lxvESauCSHeL`cq1aNoUTU zTeic+gt?mk&-XryL>w}6sTS4c#LFZ@?FB_7p=G|DOdgGl>Mc02No1Ei(poroIh{03 zRW7S;Vvwo#PZ^er@_2W>Fn>=rizI}Fe`?#yCMw=#PNSg=lHsPXvc;B0I=da_gvU}z zg4RS@>jo;}*|B{)M0V2o&cvBHG?L-jw&Fayi0JpNlzv)8Cqn|;`f^cxO`lEoJCD&x zK!L@FSL21`u5ppClxG2%JlcG6aA^TiO8R5BPose3Wc`kmHZCMp&c|=u%%Kt`@3n6S z%V;Etue>+Ev535ro=`X)KqF$dYvpHE<&!fbOM)(2=aP99x>NPza)|f3z_ZkOxg7IQ_F4;b{<%L^w9vK}T8KNINLpVxpEmy+}$X(0LjbHN%$suW5mFC<6@}{ujz?!W& z#QcPGe8j3WQd;UV%&kfx25&qTq-Z9SHK7CiWqzr|H_`KzWmP&!-RCfxKaxp~6vxKd z(Xxq$VRHEMksR{NSz^brwp>zu_V49ioJ^A5o|U8R6i>=4{+j+Mi6w_AjPPfwu_Wfg z!9GS8;J2`NEBAGp{sOI7QWWws-&W;jGBXf!cA3Jn1$Qpn1IhX#4 z&X0e1_o>-w^767(NMlX}sc{PmT7Nv82M5fjm5&-CJze|sq8xRCU*WqiqY zd9k#u{odqF)bNG+R}}K5vD@cidN`3Zl0j&>sr zjyqbCk2n(VRUh?t=DR~n_F!gyQYcol*6jCajX-FFn2PL~2wdupEt8)SiY0k2Hd{pZ z!y)g15s!@lNHL!G;qx~SFvlNK4WAvrkM%lL>wG#xHMIur1D{Y?*F@p!y6l}I?T;WU&EFV&?=#o}ARE!^;mLeGokV+;GjamY9A z$$8N|b1RO_95#qYpLykdu+uR0SXgKK#dH*y_AcVy%fQ@0|4BA89Z9$Sf>Zp{;4Fvp zcGW2;NnD;B@+k>2Ht#!Z4H9uu#w6<=I{{%5!`-H)skmZcIWjsU8$4n^^OI5zwzXc? z{4T-|AEI?t7UV#6nRR{sKqkJGuj%v6NJp6EBe|X;)Kzok3<{mRMw9m!pkmJVLwzFqtlsJH zS=4;I(`Ne0`{v*g0^L)kp0-+y~PjAtyJ&PXl9Rm<+p z=ND7K_Ybo@AwuIj;Wpopd;COh)hI=9$RorZ6JdK9uke&#>OWV;qB+o<Ot>AuYGG@SH)5xM(16_i;W z%L~N{@#M6wa{;XoT@rFy>`*%FU%Iv&YiGegF-vyC95!0RzqrS)WMRplqNqPPOr&P1 zH)pvrkiuTl{zI3JZEx1t+uIhwX07eVb=_3#e0g|dk}(yx-1jy}7|>xnuw;GF8Wt?B z-&tb0fQ^pCIr7#E*-#3o8ZI_u!Qoro>?KSle(cvO==zTiVF+h*u?ZbYvuV5oQbnlR z?NhQnga-Ek&5@sv=;(;Ix&O|Tg_AQaKArDjAx_wB*z%Z#W*_m@rejPvqiT=dY$iVH zl1*CA=uqiN*9)?s!^^~dC`Y~s`fp}F%{p9!&BMV;cjq#plWD8BORgB*p^ghR<%?lH zZB~$^LNPpiC3be{vN2X?uxQf+6PiFe12(QKQB&()&Oy3SW9oq@Fd=#1=rvX>1AjD@&0P7Kg$uWz?FpoF;8nQvM7<#ww#U=cTMf8SjgNfRsn12( z%_v)!%N+bwzV&|IHV)q1Ig@+Dxfox)KZ_H8HllaXG<BH|5 zYK1*b;gjB8aX4u}~VFHb7R`>Hnm`|3PgdgL3*5#gN-`5pcuEdJKzRCur) zwVR|Jx4bFCJ1c}fRx3l$ts76L^Ggx9jAgw?vJ~rtr)nDd%V4rX>h~$#3Itfmby|I` z!0-FbGB3^f=;M;5Js&F|acg&asa*v;dZsVnl;yQ00?pSYMfxi#=Uh=6t z1oH*XuJ6jR^G3P5^7e9=84A~Sy7S;QUnTGA8kB$J`aj2N0;BbQI5&5s`Zhg{07F&A6*#c zqv^9jvc@?9#$0YpyHP8^Ca3%u=@bFxjqj^%kr6Tu*emwplz=D1bB6?HvkD=s z-dFP)_6Wh-onB6<6M&Z-8CoJQ0DD*ULW|>kT%P{vlWA22bf%ajv>R4{K6I_;o*f^? zwr8zpH42cyi?^B37h-yW+}=0?A;NUl^H@y+2=6ss;VlqgZS#M1>XCe~1)sY0#QDGg zB|FNv0`sR@Yy3W3f!$k2CtrQ#!=uk=U8a!`j3rLascu4C^;DaPSTBUv{`Xr`i2z!$ z%NC}o3edfx1A zV0OL;Gq1k-J?1IIAARnoq^kmKZ)q{hUM7HfVc+W6@qEZ8E%f>KvH~lN8s;e_@Zl#D z@*&+^h@`@m`mIeum`|Kf+0rb;gAWJBls5};W%Z%*E{*_Cs6E`Ve|!jak`8Z~!^b?o zski8)0^0F!@84c2z-Rv3-KU3zFiMLVndM%I#5ltvdUGqGO6S}OZWE&Dv(0~lcLb2~ zo<78!DnLZ>V<{sKJ`^6$&fj#k0(J_;U9aW&kki@o@RGF!<8IT>gBI>_G zWJ%?30Tfa-yfd8zXuB&{IVw8WV~JX{#@Q;E>5Wx$#jBB@xSzdTq8i4l|AaNwR^fVp zZp0X<;Sqv3Gp9e6b3X zp`I+8fhy#!9d7+xSA|_I-q};-s_<^2VOQo4A!KFdjK7~EM8oFlUBm98`C>bG4GnVlaTUv<;@vAydA@XBHmb#f&A%2~^+8Yt-{^GyZXIEmd)M?rN2SPmE z8e3pGQ;7dsy-u(67Qpa?DJA0uAD$~_f2S%5VAemJT0AMlg$|FFbGIt7$exsrs8nHd zlZLxQS0yH;B~uQIS3=TjqwM-QLL{fB2=Xlj(2Ue1UqpSo)vmGh?hHP@a>p;vzR$;E zYpuFF*+Q5WdLPbuDMWvW(h8k?QQz4s*U*$jJZedHo!c!y{ypPQQ5k$V%#qLTW>sL_ zMUxAik9in8XTQww2@jMDxhaA?J}mEFHTOvr!1Hyg1uIE_epNt9Z|9o5Gb<3IWnLn-g@^25Zg^BzIhHj9&-YQ`p@S26B)hT#d6VD0Z(ZeM z;?nT>gb#e&e#Ehw`jHRiiyu$j73o08vy7?JYDBtz<@tpYnF`!q_v05QkcZ!GnM1CN zd8ps-SG>Ws0$cx-&9(W=hxwvw8T)($psZ@#Gb2xczi}}Ik2eWmp=h+!kIRR8WY*FX zBAw73zSlk>(ue3L)TK@#JiOQWraPHdfhYMLX5TCXm?_pDpk64-Zv{=vKR|%Thu5#N z`yujU-*d6nk%J<&Q(Q6YxoGV|G9M&wE|6>rA@<5^Kdrc&7zZM%8}&pdH*hc8Sb;b z>{t0!hUn*aSDsO?!1wqs#xooZA~kdaxq3$Le|oSe_^6DlZr5)1miuR5u=G z?X7*-N-u}5<640*sSGQGE*ed5OJU`pYQoki$NJx6HHWk+P+W4{_*{wTJ}J?1-KNaP zD)$Jjfv5_cQVi-nmdS&xhS)D1PC1&K7H-kKSO#zX-UFj2N|7KQctr1ZDLSs-FgwR9 zN3U+An%XcAt2Ff#dg(lrjxOpm3K!+?GWa3Ns~m@Nzl=UOS%&G;m9Jc-l;WU4VW;xRAMMYB9v+;Ihr2xokQY`>Ip@m)4Xbgp%b# zp_gH(&1+xX+cG?EnCZ5QQ3mTMs}Dq@3aquj1Ea@iN@&wUqKME<^R1lU%18WeC&0xbBie8O)aGj5DW{A#rcZ zi?>Rp_;4yZYGq6b9{L&I`O?Hi-QPNwF-tCv+miaxuO+Z&NqPZxd!LogHlb0M)wyf&wegO_Ew zj!!f>7hbDR3;36sN^Ep`f-7LUiso zv{h@kxb#{u5-rC?smbeQGCCYg6p@-g>c#lA=8bL`*ihM_zV(ubk4uLp4#o9y;c2qy zkNwfdg!_cpxjDyGRT}!f~iqY$N(#&Flg}&JLZ?4~BLjHN{ z?)j&R@g&cu)y;%y09o>p94soB43J3J1s9-wTfZ+V{jwKorU(vS#pYR8DJ*;F3zUV@nF08 zl_ym+1XWyF%~GPFO7G*zqMrik^@O?y*I7fUMYn-$&{i1xt%C0_2>C=*-s zT<1-GVB(l#|68d~OdOgkW)|7Xz||>>@&&>o6wWVoS=>p(uP?3&y*sFQaN*J-wWWo~ z^XQynf18FWAqDOIR~fifSI*lwkBM_J4VByEm^kBep)z_k1Cz5f8`Q+;h@JMirz??$ zk5}2+4@#*xC+lKxO1lv9G3L_-QfR2yC(cp3%fMVk%gbFynYeo6yyjU^eQ%lVq#jtr zgvWcs8}=XQIOkHC~5)sU=gIj2juvv3?k0KSrh0C`v+^J~!b60`8kpcP40m}gs z(LVQy&)c3N+M8vI{p>fe@$uW$451VYEfEuny-yf8k*!@+J(ms%tHgD03u#c?8}hlz zn+hlO@Rl1wIyTp-cgKn5Q>oQ}Ruo(e6@g5F#dHpc$`bn?ksYE_`BBE44Xvst;@f0I zdv(l2a6mr;HcP5kxhT*PY{$smS3}2)vONK-E!dEIr{c414+lRaN?ToHI5@L6EW>^; z2c`GY6#qZZOWyHM{yodWa;dmkOnoNgw8f+1>P7!?C`&FYxd^P2>qgHUWnt=Cs_*ap z9B33C9#@JJ%}rM8a}^g3X#ZtRO-wAt$dm;yWdm54zhZi})EEQ9sX7HbZ90b3W#uVH zX&4z@@O9`W9VcqjCAZyVA$G3K)$t2#%;P*?R@=zN;#8jdt4xs|$gl9B%xA*wQ&_K` zl<0foKjH@es5tvd)3G7F5MEOAHKmjakU3{-R-?42Ul(y#H9IiSp1IJetC)e+gLXx( zTm}pbWU_V#(-CTA*|7W<4ez6inM+Sm@#gfVYqVX3_>Sd&o@f@JKI0v~)A9@?)9lx( z#8a{KXLLxwTm}vcjkJ7(BK`30v{bHSKz-}azSIA1Q@Q&}&|1n^Bo)aJXo9T{J%zY5A%D zjxvxt{rQvT^>oNf-kF-)O2b9-_czO)Q6YH5Tzva%ADAvD7WJ$B{C&Dt7)a_NGY@5nc+FV(`TJ8AqWmdO;&ND!On)_NikoO2Iy=p_(CBD= zaLjPFY7yjb8w{T==x$ao%_ z_W1grvd=)5U2#&bQaT>*?@crYs-# z9}np6W`bR_aGn& zmg)GgN&MD^yQ#QgIO^0wUJANr#mmjmIt%Z2$_I=)Q!w^|OnXX52BsaD`R}?Z4^KUI zpR_#8gU`jCLAQx=uZ=s~Ju>k=$xil`b_SAFZ9LciO2gtqakc#VRAh@eNf+g(U`Ou! z&ui?{@yTBH!01LE&PVn<_$QtXB^{}1uk37;c~7%>Dv^zBvmJt6O*|a5TsI>~HWSS7 zF6k+6(=q+FvXz2*8ve?D>k?~9#Uoz7)NT1ph`E?gP>slf%!Rm_D|clfL-*mT?8q#n zt0l1v|HNzBNuug^BpI_m>kg zU}(8)M6-*BeW95)#@#%K9*3IPg zr$Qml^Xl=c6jUtosf-_=is6Weyy&GFaGa!faYG3YZ`OJRxRvsd;D3D3wx5R&B{@~x z-Apvx3ba``Hxo*7tpOdQG9dY-;fq&O8sgM$MrH_7(fwELUhs=Fn5Eo57_uM}36jU- z(?vYQ1f`@Eoae#2=B(eXtvtl%q-tlIXCnCVD7`wb3@E7xPf6>gW5s~Bxax2!7AolT zKB=X`Vql9>k9P)AS6E$WE$3mee&L_jxmh^1{CbU0Dhr3lYB*+A^3c+;d+mginW*e< zylT8L16pqJp8fOEp=4lxZh>SPzFU{X2kcMBN1;W^;wm264Njzqrsu%*%Pkd?pd92z zT@LdJ%z@#L-A4BxXJe)CD*ZJl3+X0*9IBpWq9wjPogbfx{q3`dl07moD(-7qKFh-e zscjo$EONorJDK%e$it!a%{Erc^TBI%wtHfqj}K7}FL}9nFg{HW=#AteLZS3xntU$i zUGy+Mp__wPQT?BW?^%%ad#pELl825n!D7d3&O!Q1_0l6^1u(BaX*t=Y08D4AQ0nD5 zNEBG>bXlImJ(&}7!3Fu4pm^eC)YyC|*0-f!)XT%C>%aWkqVn*5SM$KXBO7hTKnc>uqiO)Hc|EPx#M)b3h+_d@sj7sLMYfw zt$TZ^5MpO09rV6jh~0}~f0r&UM4NT$Jcp736k2?|H?XDvRkI${>sFn^h7OZ(`G5J? zu(g$SBf8S%^VPoC0u1H7&-FGe!gR;(Nu{1eu$KF$_nfH0#I*Eo^1Ds?#N|)R3t{2E ztYTQL5J9^Z>O=|(;D2V2$mp{y8!v-=c_ic68ON8RLBxB!87vOluo6vi%>t%$RwU~)bvy7;XC zJrm{c{9pty9hkI#oR|Qd@2y&mhkWEn4Lkmv$;T7>MD^zteEd7V=t`&@jd3Twj#3h1 zFoQR%>18B?oPe!1=OY;CHy?O!`illnI_2;MOEBtruwJnQD7KX1wzBAa-*ncy?mBF*4^_F|Q zX-qD=Q$01ALiH4%&-Gsgxasb9q~Aq=>2*#gOe!e+O;cmn7BYAwvUL$oXOU5Uu5p1n z3(D>9!0kZ>_g@e1P!?x!p{etpiW!XyKP*x`Qz>+Kxd%)33oy;T_|cqI0_;4V8}ufP z!ox$s*K55PP(h(@pZ;dBKWb%(gC+~(x1(1*`omz@c>AU6YZyHK@QSB>nTFWjge6i6 zG@4EPvpy`R&?Nc0E9sX2!O0qJM%FYGLbrto;}|@@tvCE-gn_J$>wKV(iY4Og>(GU;Os zUZw3c-CM@si{5MAgo_L$qy(4WZ(=YwYu*{(n>38}s71I;r{P%EscYgvVL_jRn`W5+ z=E)LQDWV^5Jno#hoW@u4xQ|Jv7z9;(*wBBK!Aj{LZ!(e@c%Ntq;VUvoxv?zAHG;+) zw=-9^HB#umzvK6?5ru#;QAfP53NScs{>LN90-R3%CpfD`DEe3?}x)X_VK|_;1#Xsf$*S|9`wgFIGt5-mfs5uFk zO_}66hel&p-uciO4BkBTldjZYkmmfQxcE1XJ*XM_x0aljr0K9OsRMcaY#WO@0p@mx z28!kg&{?f)=emWDh);UCQe(;Qja{jc&J+?BR9fWMQuzA&x)SbFaBr?q@>oH^{GEBX z!Ff_wevRph-F!Igb-Wd~oR8dS@c_NXQdn)jx~k8c^rhbivDhp=(u`I`w6qDJeSFmT z>2oQ#RQ-E(j;LFOdaBG70g~lMt=p?8K*gt0KZi&@j*Tk6=RI5s9gD#gTewp6XxF!D zyYext7Sw(1wE*D@%yM5pp-@uuXxkDe8gEzb?2-9R!AQ>Q+ND?u{uEUlM4ro=wq>W$ zDFH5rEjOIi4{<7%wQ~`>)@R-g~G{)SeKNYN^ zG41GkD+>=A{Z1=>&3r|nWr@E?y;}hB_wkDlFB9NOD!qRVpAYeGUTt|}`KbQBWU_om zDO~DmGDqJLU|CT@p9AUthW(xq+YZo3G|}l0FQrlSt=P$htXrq0^WpwW3Zo5Wbd}eW z{e75Mr%%48{?`X__ap&sPqu#XC{Y0VE^GOD8;u<$E`uX47({wGZy0cA@#t@P<;2}A zUN%_{c5Aa}T%OsKdYHkF={@Q_Z)h0qxffqU`tjkt`wMdKQn>K0`BVdF)U1+yp%Bl& z!q`qtYZVL2#mreMhQ-NqH8t}*SZsQuw6mv~f&0+qSQRq{ zzQ5`1ZVLOot9Lr5(Qx^a&wFObBJ+{%$fAQRO6YpAYfo8N&>1b`53vxrzPui4#A2GO zX|F*N*?&RL7>6Dj(hG~e+U}&0KBwl1)gT3>sf$i*zeMW2#JM?Fi$mxvoowfP4*lPy z&m`q>2%CE|WE4?ql!aj2Zx;U5YVRucv(VkRd3%jMi@zqb?;2iUV7KbG!w#YuRu7Dq zljk>kuNIo@5Q4jy<$r~!^W#6&mLWnE*(7~XP!nQ&bKQ`$HisV$W$RPOe!Gf|Pw%J4|!L*PU*^ks`l8yhzzCVo~$gd7N1WgWQiYyR3_7gw5=m9zp8!2j!>i{)s`6 zbHi6NA%}#zjgE`w2$8*R=O|Wx`=N&}ymEI~E0TUz6{Eg+YAS z0c9r!^L}s9(;)t$Ae^Ta{DFnkpIe6|)(W9}r&P(wTZp%H#g$I;g?O)5ZDV$ZgS4D) zu~#$;{ZDQ0ev@;aF}mMTVHb_cF>|_%{V2i(NwWh;euWr^yvp-n&>t)xT=bVgR^IWb zBI5tX_7WKyugLxE+P(6Q1$kd-)=AzB(ii5HcQ%o}x7%1W!SIa$Di(6~&wKeOUlwa? zc3J?P@l~1ft~6S{t*W2=oyK#hZtBuL8sg7vejRkDaam1?F(LkHZ6aSK z{ZW7+9YgUQ1AL72HE6E%yoEE=8;j$5>vWN8JJ-NVVnk6*)t^{gP zL`5rS#wNB>7>=Ae9I=SP<~hlGns@^2zx(Op4@a`D@tZ>mPl+$upRCxFEdWy;Uz%$~ zBh_ZOvVo$pV8!V9UNnug34)NzB-byuMVmX7lUy2*Or7vefbol8e`ehTh#%uoQX}NU zU;cXRLwAw`*ByoOl_dXj7J6m*lDyrf|7XDl8gW;quUqkv!m|ZYjvn?DvSx3Wt1S{> zie{JFiB>)cX6Fo8@{yeJwCuy2{&Wp@DoXi`y7nq0Gk;Pw&LLDc=6@N4-h^73f*d0fFJUC#; zyONK(l+h2WSpnwj-m_zf21v{trW}GzWi~;x)gsk!*yb&mZJM`joR3s zd;}c3W~#H0!i!A$?N3tIp{Jj=_-&%F(5_oz>}0a;!1dKyp#uDF{d?1)fe*cvzCF`c z^TC_%>FaZ;6md;6(q^`l!g?!p>J`aJLsc31s1S1g*|I&iWElAGb9qrMP5AGZs)yw} z8gNK_{@jL!>D~)gtMVvh8tmQ_LO5vc*jMu7eFcy?RUa_O3E&`kx#t$i1MyzXum-YD zxo^uVPL}Y7$1ZQHE*iJ3EQXSapI$p#KpiurutoDX>-a3As;>&mH$=h@u9+7 zHS#7{fZU*s(`PhONKBn8!E2!qr1*K?I8yg*qvv#EGlhul?~kgJ`tG9Zr(6D~DQq|qIqxS{VTjpJiI-SZM?+?;B@`I#&Y6}NSr=?)Z9f~Xmz z_LIK4d}&yzoe#;76&-iKmf}sr;i{n8QpDtynJ?!HVB6COMxNBK-Q*wtNIyl{hv_!AJ3#v`R=He%pn0ZE(e%Zl0H)&wc(hEsB5Ct2J>nP z=O3v4(;mxUbhhgKb4Co>zm%FL616o{oZc?QV9U?3xfxqX4!gyVpZ}SHhhndZL^y?; z3S%vu$olGE#FWDwDdbh1?43>CJ9DASrGRj}-1p5Zi(FVlKbh+GlW1d&uG{yg3{-`y zcP1M%c;S-!nm$Ei-cr+jB1O`77Aot#YbeYqn(FWOmhgA&-`-+f7Ve%oHj*n@%sSJ1 z3qkW$@wqiTXZLmn9}mh5R}SJGI(gtF5G<*%mi*Xb*+YTfeXK zBOHIoeSY#QFBZS#(|7r;W>ILV^ShI%Re7C}Darr958aYU8Qlz&{uV)m0~=R!Le zF#GKby2x{#$t!z|z7T)T$hC-hZ%k*#T=HZ8YShvWYJ>WzhV-}_qQ7s(%(qFJ9JOl&`7v*^|!nH`sWmU z4%{%^xSQ}zwOnRvCj)Nb{1=VKS#&>mFm-V|i_!xR=KVZDIBB=$-q}42rYcr^H_Bvi z@cHVJ$vbwg|NeL)T#IUQsj-XZyA<2gK& z%PIUgj>Ed%6VKw`u!t->XdZ9LLUE5<6nl#S{qOn3F-sZjOmbAw8KBWyBi_n&5k6UO zuMtOah-Tc)FK7wz?Du>>?Pwv~#%Dj$brWLO$Nt1_^7s19x|_@hkIYDL%9PwpI4*bU z#ua2;hg{FSnPmSNKa!+(vK-c2ct5piuMpZo<*z-D2+yefaOsK>;*4Ye-pZGRlMbiM zRg~s%e!@_cbRglveG^Kna>%~sntFO`GMJumPpR=Ni!)9^?#~Q`aH*9ZmA^)aNuw{0 z5jPUT^u6x!_HTs?`DOwXg|3q z@4p5z=dY+?XBm?Ex}cqu8Np)y$M3Nl%!N>|H9z8VT!_Kr$IKoP&DmOsDgHwE4xStJ zCY8g=t)E`3=_7Sww#vcLjfHb#*{U*zL7bdad0!KQZ+9yckKZEq#tKsQzZHU(m~~)| zqzDf38_E*j5#Bm?U|0@9@K#6P6<^MwGq*DKW-;lP;GwJmaTd2Le6#X4G7vM93N7$t zp|Z|8>US@PhQ&Gxwy8o`q&SCqbqUcY$Q|vHCd7_H&R|j>hkVJ35l6z+K3-xe(u8xz zTHCFAF2&+?(@HOG!n<$#4_4oiWU;en`_r^<9J0TCez;_sh@8h^AHTICc*QpRtl2I? z)#L4sAxlIM_Xs~XxkHH4{u!8 zMu{pVzAVCA^EUdg<}fE`G+VSsh-uqDHRP8H(Yq=<8VZYd0Wij)p+C!D!v@k1FgGRMbB=wAClICFtx;#H&BG@MUt zx380B@t{Ng&|gmuDn)KDR2w+7Mup@kk@+C{;pw{@$@*U5`Wr2U{{B4-PLgS0s z_N%AK+_U-5mJ%Csud}MUe56^#8yucl5yQc9>&JyhG=%8hFc9t&A;gK09;f$2E7Xh^ zzS++qpujk#{Q?W|*sWoKlUUrG^-KSmJ>jx3x>LIAY20CCbOn=H$Y$P;vGC?#kZ|_? zi^F6;cfRfli6iIKtM4H0!{P13Z=P*eS$KcG;Jot-1HneScfH{ZUKz$k7$2nZApFrj zrjf?=^Ut^cuwjvBz2Wx31P)o2W2z)1gs@p5HQSYFwu{+q??evw_H8*7W5ywzK3bw@ z%fk1&y!(uA47{^sE;%_fnE6Y0?T0W1`_~r!y0w;r>Fs-O;_nGzxo@0+H$w!)>;$d; z`64XJG;ZR?i7=GScfWQ+h}ywdcM?>DC~1+}wB{ZM--+M(nVK95&gLsgxpJtxfBfHR z^8A@U19u!lMR-MP++P_l!epz>JI92Hkkwq2?leJ!FtG=7d%}hI_V599G?w`M@xjlv zS6D0@9cZ(V?9;h@;{2yKS-g@hRoy#L2^z>rY-P#8>eRH}r`Q%y=&AJ~%}PrK+TBk{KK_o-O~PZ^t2b zQsPGZuxulBHAR13;9?PK8~sle6J3!Js$pRug6u;7 z_NlLhux$~&yDldr{E?tN)1HHCjA3%LI}26WEZ@F|SU&zELv)I27ASECs)#el`8#*`#q z!U-|)a~GH>3t_&rPrS;Q_)pAJS^zR$xGq$A9w=G>kl@Z@=^5a(MCewVq(VdUD9#)Ca9tZ)DPwMm2IcdnIG-&_VV z$BR}kBXd)mf#di>k`IRi^flk@AocM{+^w73+m4^6DxH}e`o$Jp8aIRZ>ffIy8$DRq z+6o4m$^0!{IQO@?9D_&acWfLW^Ti5IBICL`;oDi=HFw(>%<4+G#`{C^_Ccgzgy_K9 zDS}yl$^9P|UHaO{qB+;=s5{{=dgsIHgDngyPD@SQ5yzl6-{6VcXa-~dYp83`AiOa7 zi`7YY4r9uvwP`4eu)M?fhKrR52cD|5G;9(fPI2bl_ogCj{?jv3b(iEqOPA`{Fd-tZ z|2d^aII5~(db7oB4$~fuxSiQczE4k;+egmX>)?T)N9RSDu_Std+yxP$)JxQ!B#7{v z5iMCv)|(_zt9~h02>srt6YEKxM^w)-4mRYV_)obfn{d?|{k|5Ze;k6o2_7CcCw(2K zIZr7{gcOmWD39pJ-TI2E79@AV;%X&GUbr0nTM*Mi`qrzn7^tvtT`p?< z8^vI8;}y+)RV)(1ZXIf6+{^d!A~c`uk(#DJa;&O0NaDE=7XrE9*26+r9S*yj z^qK=#tlpNtnM2O@{&%vsSlCS&GrQV>#U+*5!3(x<&@+t5s+}!Dd~>wa^B56g{uOvC z?-L=Rd4>Pg|3px;V|JG+ieP4NXyOT3Qt$0`Iv*T3IA8dcG-(ZsLF-7Zy(EWhg3fP~ zC;XHmGi^|s@XI1U3u)(S!mEp(Z_6W`y7F1iq>c$3hRVF}{8+|9H^J7Ri)9cQQxnDB zq_I26^ZD9YB>xg?GNvA(knr``ktOalTjyuf~ zUOc)$=gbcWl7mMAn~IBRP&WI!l?=!{@^I<(q!ScWOWoR5E08&Fz4ItHGB-}HAIi`f zq_HfAamXU;6)WERfp`{MJm$VmB=u*Ob-0#a!s2(r7p3tl$UT;wr`!K92zHx1X-O%A zj@>`U)#)+FH8Ou>O!)4900030{}fkwJe1$}7bU5*YOxfOEtDlu@uspDm6Rwckwo@= z-}h~pVXR{}#tef($wOIMDd}5@R0>H-S&I1l=J(h8b)S3BJ?A<1Y;V=al>3x*EX1!5 z{{Bdz8j{q5BjabQk#dHaXL_z0%KIY1$_H2oq;5Q_mcYVNf%mAw7!!_io^Ca|Oz5z^ zs70r%kP}Z%{5n$w-!iqUQkpCnOeMXO{lr3++@wnKFbhwk(-ef7S=f`J7PNbc36mn0 zTDU0_lxH0iKQ2^ZTWZ?Q@w*JDTmCyHCd|ON|J_%GUl`c0e=Xow2@}g?6An!7WI@k$ zo_WTQbDspi5u8y_nusQPiJ-ggz4p!mMXD%fb&bjXuN~3QbtHC|=R^4f&8b#sKTmP=C!M<;y zy9Y9=F~5U4s4+s*gWv~TGz~x_y4oXU^N>=f&Y`L6>PL5>ikuGRRfdO z)?u^c8W=p&mWsMr1D(K_?lQF+oIU@>LvvjXJa_**5c8uNQ*9P!y=B-qaN&}uo=`2W zdwkd9_N~Qkx1m}SMlIy5#wYCyYVpnYy9MofEiMG-c+c*r#c|eZ=Gm`oxF*)07N}!G z+ob-6V;UQA)<5*m_OtP8nUoxLq!ymm8r-Sfb&#+=xDdU&9+tAIS~lnEar?@4wFlxH zzSbQ0kjrUS#&4n!4c(F}Jpzmi5 z{B>M+8xGV!HT?dQt{gT5R*aDZZFhsS^UJnlF9pdw^vNa+{zpd=IEnlbk-3v)o@52GrL&BLietRx6Iaa z>O{4=<5n>yY-0bluU6sYt;^cZNjC;aFY}T&)m0)l=c4p*2_2T^chxFGEAezFXY$=! z26`_PrFl;>@Up3%9l%?KT2^C2V=zZvJyfa+@11lI{NoywWOt2!0hW$hjdyw zl4q}tRj|sCzC0pf;6XW*BQ6_9uq*JOM&MBI|0>`Rl*l{KR{^!wn*+^O6%e}FbB^Ds z92fJ`#xDhx!PemV^WXNRkT!MLX53K%>p5z6W^Xa#--MJ0UoF8MgS!;3#!}RJh^|?f zErsu}fG^LQGR*b7KX@Xn6o%x=HDjeEc$rZ8Tkv5qG=GXea~~~&d-!G>o~tpz7Aq5VJS3RXd^x_kQ-q zj@~K8Uskm)zbF z;4Dc4?Y*h{#P$M|ez`9HZ-6(=h5c_Yra}l_>#3Y$6MG*XyPwHDN#LM#j z|J~nK2+6BN_;M>69u9r}e*I7ZmGB<7lW? z?_IE5q@nlON#5;CG&IEQn?L=AK6+N@M)jZsmT-?5OseN(#$3b`Pm|f3~(V+GH zLvAUNkNg|>PbW1GTqib{VoNT5P9@~-$j^p^{yWOj^Bml%jDKRKmXE#{W&_r-`S`c9 z(s%G(KB}y@tBn}vgO)0-e=;c->Ne9A{-QZpqcvd>SxtpC*W>%8bD0nr{}Vvckg|(&d)5kNsZ0@{7r#i zM}_d?Br;@fYNe3hrDK}6<6XNn2@0WFe}fcBxF;At{jVnjzENwwZhcRIWO;Aokq;F7 ztoB;eJWfIT+UdjMjbt=b%9*>r%>eI~SY~}qI!rP~#cN|p$RB;x;K4{khoFQ~S7a*W zyPpp!ceV92qZ_ugWezOM&4wGS}S+3TkGAPi?TEpfvy8=9~v)jLlU#9m>vt zF(wTp21!u5eCSpCtu!pO2mVq|Nk!bU|4F%0NMJ;#<`<7=plEr5`JX3b=v*y3ZoZ9z z3sY%<(g(><@QD?c+L!^6YaI_-X(Y(I1W8AZq+%dIwy|w88NK%AYqU!f(PsZsduTir zQB&KMj=V_6Kig=FMs@}?9vH6rP@944`&M=H)n`C#Y5pts90_+iPg$2lr9m-^wbLat z1trdMd0oeoP;%2!wU{RXo%h$@Uh{9244`ZqZ~FK2|DO|frG}9}GD*vQ6O#&e{~k5@)+CsOF33fN z$Kx_Z!Qf42G_;&(*FP{5;97g)%U6L^yf^ya!An6Y;I>}&NV_iy4#7>e_aqaby6cPA z-~VEevDx1&`FRBXYS=~x9|=XHpJL$|sy|rebwaLdec^tye~+nG7|NM*Vtw>TRERJO zn7<+r_@Bh}4`SiS^*Zr+xkHPMvZk=7$X%|FPW($+r(O zf3NW(c*8ce6npp*&7Z>f&J%vbk+YID*OJ``htrYs8_doSVhXM4&tjAaG5b8L-)l6X zt-N|xoL3#%V(q0lC-)Mre14<#H;)oF=_>h$LQM%*-=y#xmX^d%y_-9RF6k40vMfFi z^x9)@vm(pI$`euhc|SU~c;mwB1*xnVA3SkiM&kYKje=O!ulE>Ukjlv_6W8)YqvHmB z_Xba#pS>|G-Qj^p$$VOp)@~?i>Txu_69C~Dv32v*NQgb^I#qTp2K!xBYzh7mgM&|B zuJ3n`#V+9ohkFcS@K2_0fut3KY)RMr{escp?vL-PSrv`Rf)DyhCnB+IEUtBpZX`wu zwTxaz#zW{+;H<~v6#Vl_OO+W-g*pH5q*h}Z#IGqHsS8MhNA8rBLSY(In!4`w>ZhU9 zb$&yOA*bHiPkMQ*OT$E)3(Ji=6>|KS$_0kgz)gQ~Z`0olB>vBWr(1vmza#Iz&h5#> zBZpg7$0af`W?|!+B$5fqpm5<6-4uuhY-BfnBf~2D$VehT87>3K_Ron7bo}Ct(`?Pa z--nxR;SPHtGdL>J-$oVc^!gr)Xm~L_FHG*6q*6 z#SxPLOF*>0cT?PX$ZC6Mw@0f0y;?$s2~sq)NY5U;d6kA#*^$qA7BoEGUX-aROT%ro zckTgy3UJ}X4kvrQ0z8xWSa5w=0c>XO{}4AUfO&>1&g zYQrh7Qyer?x@;@Q!AYIe{KDo!+?geDi_1lyQ^!iv>4pS`Zj<4uLOeQULThBmLc|W;~Sx@GJHzvqUv## zBQ?ML6!+sYw4Cm2{Yox_tctL~)xsKUqD_xT3t4784QDHm^JKzaQBCEw$fVESJA8q-UM6!qVq*p+k$d#~>m z;G^TP!`EKJN0m@Km~zg3V->ni`rT7IT!jx^yLG!ZRpF~=@9(Qr23jm-kI|#d$h8`~j%QUs{JH4#v$=BYOE;2<5U)UMdc_v+k8}h*H@o}lbtNv* z<(^4#bL=XN`p6wui7ww1yWUYc>gJ;yd3Mr4=2zSLN3jC@dL0{nq?Y5$jWwj;-(@)S zU3H!OTp4)B@-*C&D`2;``JAXK9m!Sycya{ja5lVEpO;yI&pKlxLmd4(Yy9KwR+gi1 zu48OfC?MXa+$hgDMt*ZUq)556;b~SK#y=w-rTi%Rv*(mfYf54zF(yHAD86nW+9&L2>qG!ivZA*-kqq9JIExwAU~ZG_}2MABBmsS4#2LHPr~W z`y9PBv<4Dlvk9g|4Jwwk%rCaoVEW3#*0CVYda@#q&f%+zh8&{*@Oje##Aqy++ z7f;z2GaEp)YY!+6| zZTz_W4HLlu$}e;TnGpT%W$hsVB|j2p^6hvV{5R3u&hK- zKT5aBaCq;9fXxO!B^YUl!> zZCV2Jy|&7lI>j(zC0KkvUj$dhUkPb$g^=Da|B6N{g!}j9+V$&;5j(PIeQZ?;jukeD zcefN{-p}YD&8rw99jo4!4;JBD(rIL@adhWXf=oJ>N==Cf4|BP7t+ zYAIe5Wb8?t8k%>@1WV}CM4o3R1k6=#sLEzSu{7k%#aS|zD>&|vZO?#_(^!4qUlPtx zMo)@dAtBk4VzMDP4Tsl`?`={_gV)pH+MYcb$R%rJaQS3nqW(s|vsD&O{<|~kTbhNe zM-q=}i?YBi7)573XCSC?i?{8)9w2ungKXZ})xn@H(a(xyLr~ju$k80d|O~pn^(ybfjStu}Lu5*r|;In~?urePR z?n@&xxw|qDZQJf6CzXldn*L+Ab*bPqpF~p%6%sPR+^>#PF($N5T&#y<&!(aK&Ab#; zmY=!#Tss3iUS3&;9+9wi_Xz)Jej1w24ZF5Uq~l=6$--sHWIT1gohBYY!GN7e;G-}K zDB9boV})cyuacM9CYyn$^(~Bx+enyQm#6=TmWtai{TD4yCnI4l#PIrj0?OP~n*A@N zB2@L{XnqR`%iQ-Hg<7QJP29GxQNPlm9;4ICvP_53)7IW-ITGXyEmo;kr^3Td{_-(u z3f|{U{r6Ba2@A{S= z`56gSW{j8Rod3}>Z;y$nPk~~t=QZMCBGd#$H81+c<3(sJO^qA_E=eWsEQ>_&t6k}G zo=(B^7vYjg&RiK%eW;}`GzEKkV%Nl}CBb~!IN#}PJOXYvmyNH9#bf;^+|`swO#SfE zT(}j6!%682@{1u**S+bt#Ee9tTCh?; zvhsTrcJQ7!lR%BYo}DL0vSNQAsL9Jjc?Czle@AfJ1lUw$D5 zYa^N-v9HEJn?z};(uu}V6U`#i=?E-*$Q8d79E#rd{**6T0SNc~z`TCJ6Y}(IpL87$ zi1_W?YyBY@E$f9p4*d?t=Ba>hQM)7YT&HyW22TV|565z64~JpBNu$W4kw9$XR%+=~ z^8sJAiB+zxD_nW*(!ROd;lr<&vKL=i!09A+^u{zN=t}GiE{*p=YI(nDc9SnI8ciQL zLHMHPm!XSht`A!IDXpd49uTtATdbCJfkTzE)@6MM#0vU94r#Q7*xk6EJ#FWaSoq&x zvBTy#Z=zpu@u@33WK5of5Bnl&>ateofdGiC{uyU@C;WqRuwPv~{; zH(&I1fkdx|7aPiRXhQhvIIWn3z6gONXnog$%BFjukzDm#! z{ff`*a&x_qui-B=xabODt-Z}lE}pn_`sX9<|3XkYGqhGaAOeenVx$6%DBN~djy|Fu zg)g%-A)+u6%%FhFt3HOK;BisaM)5EtR{okeJrM%yeWRbPoda>FIm@*J0jM{yFn4<$ zj*~9hZwt4^!oSDvcKX{m$nKZYdE^=or^Jp&$^&tb6mG14DI5!mDdE}B83lotAJxr0 zB5p7 zQeiM+7AYK13WGz)05f4J7?+iv$1j-rLCk9Xk1BBe zkDh_LT8KuLoHM+Pc2+ppdw?Oe>d8Wh2Rv7^oloSsarkfGABzG<@Qr!j6S{mBTzA*a zyjA7Jb3Gl?o{aOvPhr;a5cV}9JlpA{=ss7XHECD%$A4A?ZM9l1m!A@}ha_aRxQ`J(oP@Fd1J9kz1z4j`h0ZSJ)k z3nj+wEydSq`w?f2w#oMNyAc}&j&Dyp>p@f&Xuqwz?MZy{E4=WM6hQ2JbE&RUCX84$ z@A#^nKZ-EqRgb-45lbkT8arQ&k0&B>&BUk9#}d`YFII}=M-fRUp1Q2x8bvhyDy`!= z5KRp7?KfFH97E`44)&H32?V=(IQ9B`5@G#g>eV&dRH9e@Wa#X(G=dhiW|*v*PBe~l zmnr+C5jBoYhc?fo5H&W9yQ(BoiO(^QN5AbzBaYauOAM<`))<$xpHfy++;!ieWav-|=v*zGe;~Gha$ok;oxx z%619*yHg3NzxD1*Tc||1MC0VIXH-JqRZ4Q|(`L%4QFUP)e-OO#1uzusogK_kJ6ZS6V4{878-t2?p?sdeL*+mk7T zx}=rF`ARYozrSJM7G5$j5p~kaL5@uD4oFSdCXG!Q%inCaFBvtyq_Pzf4ybp*A4ze?a30}TipS~!KK@q;_d_! zdRgZVK1~WC{HjDJbqzv^LKWd6C$BIf*pL5KUu-C`#Ww7X=a4Hgc5zbcn&3%-%W9Y} z=r=DR7P8WAOUnV!u4d}DJvarMl9#`>bZf$fZy9;3+96`!!_hykAM}X-0{{U3{|r}m zT#a8GPGmHM5^bdjX`xbnJ(WaAiH1~C$_g!!cG`Q~_Pn>dy0?kSD2KF26lozv5oMI@ z=y(5mKIeVE=X;*-de8HAO6W~jxLJ_S-7XX@Z96hH9h`Q`+?L3B>dOl@yMQyIOXYJt zkLl+v-~ajhBhRVU*}^RV%+2>kD`W%kVC^f3>?VIK*&b2d5O5JL%jZ5D|KN-IAAzUG zoxQ*>Vu=ImJ#qYQfNpYwFAg46c)9ma5Nx^&R;CSy!T45rvV>LyPTY9&<*{uf8Y%md z6qO?&_3O%2g_z42OC5A?d>@XrF-=FLu7*J(lb!!pBn;8w5t9)=Lvi{=#})p9a8Q0{ zXY|~ShGQuCuO&VX9tnTPH?2v)vB34j`dux(Mg9v?-llAt29KsP0*Xiv#0F+tfOm?0<$M4LqC`&W6qv&M?TAB zm>lfuNcB!dfS%Vr1|tnWjk<+u6VjnIJf+iXn2uwPrm|;^(y`(9@VfBBX?RIu=K70cStz)aeR=d_CZy$G1^-aY1bsu3(b@3~{P?A~&Sz&PJ~K~S zF@$rlK7D2+cy&HrEm}C=U9tfDm+PYZmKS3A*15a3zbrsaP<7RT@&b&>tNqrCEWnBV zvy*?t3!qZGY5k0FKAPy#(egj?;L-9oqu;3zX3koz+OLYCe8Vj8+y*M%&Rsd1Po=^m z>Y`|a3Kc~U2i9EU;X<|NK8KDL>gKoWAr(LR=PrEA!w6xc6YGMgI9i$1P7|Oa$#`<9LsBsoZ;jb5{;CK& zTbHleMk@rJP0#Z=P>B4!k7f=h7bEhZ?&5Gc8ffYrNk8goXqyt(>Ap^by7tB`T>~^! zXwFq?vZG#BcTVgC1D76l)FrYRxchQ$U(zWCPK9V#yDenk zb-O{X@>4q8du~PwQ|XXyot1SE=Ixi?L%bfduZ-iL+OvS27K{YosH31d-KP0mXOy5(3(@`DV#*i#akY{kNdW6wPW{n$u% z&p&2Z%*KaHO0}&#oUxaAL4LEqUbcAU7HbxQpIzweiejSLLfb7-hzSkjsK*H@4D=-I z7Js>s#hc^rl-5gZEKUwm`buXb#H;4nVFnu_PLfY)Dr_|V8woiS&H_#B6EP>V1JCOr?Ogx;5;=t%WvN8eJEU14%^BiYDa{HtC%mxa(Nzo;iXem~#E z{z@)l;H`;p^q(O*7W=!2kKSUyYoN*G%Q6<)h?|RDJ_|uNy)I0YvY;n3^NXX;!oIbV z)>l=S2==Jr^dD#7KheRD4h%X1PFKsms4Kx7neca?ztFJdL%-BtOBxPq4%L3lD8a4+ ziqZQ87^u;y7G#7na77ubCQBJ$WQ$!5;H{;0#wR#fGmz13DX;a9j+9anlcEQ7G^am3 zU7tk9`HThfr{w6M$K4QmVoXQX-br_LX(sMh$G`H=WFhU~rjz>?^ZLYH(opgs8-wys zqpzG|!}5Fn8+$%BcB{K)Y29XFr@ic9_W%}zfB(HN?#jZ$R)@adAvk*L`s~7e&`PcAmY$ zf!9)M%Iw=xy!@pU>GF*YBII=A(?T}1C6i*-{a|A5Nc8)^^(++FnG13jl)_53`l*&` zDYR_grY(QQhF9kH6*abOaN@kX!kt)HYjCr+_c#+z9;NNLlE;A3jp${?bUI#d_;_PW zSqX*?+V}`PqGRP|U25%T2IANf%2N_dB)q`=s^v@!m5)d(6|YY{BZdZaH@E`ZS3?U}F@ zc~H%HznZ@?2TrEt<5}D+*xE1}Hfm>~samXCsXqtCN`|8~)Le))+ux{Z&&8{;6P@>M za^WXAF>f0^8y8G_d_*QQA@xow*G)eIy42--BVp;7Ji!%T(Uc0aompR$Z>J&h(rV#z zy!U=P6Q(rPGvTwt@9yu-nW(sY%-q{N1OA5{-#?b1;D|zFoy<@g5|fTria4ag{%rsC zvNb7iSounK&@`Ol6B%CNB@F(hqzom=kXywtq4Wg>Rjv3~r~Q_x41P{O)8ZuH8Dh zUos5=)4zY6G@(F6J$utO3kptuTxO9kLIG{`OWlz-X#jO*(3qz$va531zaB`&ZK=(@ zE?eU9Q`KiAYGpJwGden%KVs14U~%IBD;a^01!c#Vq$2mR=e<8GQn6$~|B!=r3ch<; z)W7siM9At-jxHmy_%d>O(EC#q1T1~rGJjr%NXgMh2lB#D$Nrf}&F1MnpEhk2Ogm`i7C%r~c?}{gMdm zvw3vldsP@}!E#vLpzx z%PK?bF9u@3L1Wl)UjVB0Wuji?_(7d*Ay)9-3#uC`U!M*^}cy$ z(2yzh{+F*W9Mue3pE~+L(d6UkfxX^H627PH&~b*>PtsL6PA>Q|9$=eFH%76t$`Qps z`$_S4K4t6mhGduh`u|GW9kFDf_wJ`YSBx=#y`1WGLZ`O^qjcIDtDcMMnR#iGFVyY- zj)Xgq7yO;Oa_4%G*ZY?Qb=>eF-7`6L4KGfUFF&T5K4lw|J4Y2ypZui-=L4>bMs{t& zs+L3d{8^gB*`@ZJ(S!{Ny%Y4qcg}G#qkXryP|A~3$(++WU+qhNro z@b*%#_+w=3TCH7N$Z1lQkXZIC;}|Ix-q*CDaXWP1Y&*0v!2x_7?bA1loiTl4zTA73 zGk!YwuyhyNA!T#{{fFtZQNhb3u!DyHBYt}>bGQX(3jyC#ngA0!vmHcIOzyOM0a#-4G9Q>1v; z>jeiJyvUSb%^%f%Z!*zi*EJ+{im;yt`8WP@ASudi+X99iNY$q3-mrED5}M(Cr)vJW|t4SlKN;R8yASZpU0*x_kGAU(X&^x1w4p&&M)mu z;zCqxirNk8T!`h04$pTLE@YS6-va%S(`02~^XDb5UZm&JRB?KwH;Mb&^3_?TvzN85k7yIbjoYz3>6(C zo2%QD-n5+|Jr&WD`saK|6m9Xa(Z>tqZ0k&vI3t*}bkEW?<^&K^>Yv;vtNqCB{^8Ya zE$7L4*C#gPetyItLgQGojXyaRyVOL~HJAu}G~VF;Fr1i$j7(VRM3OCqrMZIZVu=6J zgHAiDqseLu*Du9W5hUw|?hujp;lsb`QEPb2i2-(`~eT>9!V$!y~7rDPZ0l1*X; zPfXMYWRlRh`p&((GYDQF|_ z?BYCPcO<#w8(%&-(V}!-@m2w0axIy1*NVt*ubZBOXN!sIR78Z)PAbW%F+9&tK>N)q~>nrtG5azWOsJaO0GYR4E-*-zO0K%2Jfo;QBR~2N~8X%n+a4Rx#vnk zBo7lN)+(EH^89=Yojm%LN=|OMcl_L88j%s*RI{BZ z4cjX>J}n|w%#?2#_ZE_tQwN3}_47&FKk4g=++3n2{Y|WMB!`4Icnhy(ZaWv zbI9w^fZ4|lxn#cQ3tO{Yd1P^H!nz@ed}8&_YZdcwK6(39xkTVg4w2X){q{s=HW}!= z{zFnYn|Ky}soK|?MTGekciXjPkvrMzJ0x?n$@hY?DZHNGb{ZD8AqNYZ9SfX_?wtl}J?N z^<>*e;z_f}utM^o1k(KeP=CmDA}QIIe8a$j)3K?t%?z3bZ+;TSh!%CIG^+7BJ`u(nJba*$kZ*px6RQF-lv+)TJ=w3 zz`IJZOe+AUg9Aky$3jss^4#^K_+{9}2*+yFMZj04SU(~!0&W@8i{nW+Hr%^?FHt%i zYsHj37Y2qQ;Z_6@?u^7h<;Q#A18Ve#XhZOItgo zOJbrCZ}`Q}-!2L&4|G+&B}bs5>S3g9TR0ZnIzHT>8VSqkmCZ`cG2k5bzq998ER2qf zSG{bBhyAQ}_@g5U&@{Vjy!2i?GE1W8sw>4~-q-%+bz`yE$=8|j#k!{2=IEv;%4a2&tct_h-G z#=_Uhi-)~eWIv>;Q?QA0Hiohz9aU)u3{rojLGIyWk0g;av^QD}1PiBuKX7LINmUAB zXH4rlXEV@2`SIslP9~fetf2{R&Vq2CZc?Q7vB5K`+uRRC=3*2 zAgO7^w>^~Eo1DeTLp;k!vx?d@qQD!bo^N$~iO?!U9Q^d=3p1zvJN7wC9Ubf8PGX%Km88Zw~urfdwwHa3LWeDi>_(7(J^%U z_siB8I%Zk@UnPB+IJ@$`rVfRLK(^(_jrA;;)l$dL-(n%9_nT-{Dht6YOw;BpXJP$v zJKvp+OuTy1TJT7QiS8b9?b!te+7nC~1lk#}FGy(gS;2xw$iRHHWo#@SVs(XXV`EC! zIBDL0Z2au}IH-At1>yg=uJfdLeyfbX+qW_?G+%GmD+MO9n=*cO2QrZ9d-Mdmjft6^ zON-nj*ob^v!qK?R#&P+{Ezx6a3{w3r2@*Ck!%QB(HDY5z?yRdwGYje;Za5Ce@!~L% zwA}EJiRs3JPfFJ?5xHjJioEYkgiGEn@;S?fs_r6-@KdE|+JB+#6QvXzbB0ggbSb(Y zOPwnI$i~Y3(=>NeHdsp?y9Gx$=$p6d@Cc9BZQs3rj751^R4wiQii0Kd`eiFOl_9FI zx5)Zh85YaRhI-bNL4RcG*an?46nYf!A(;z7)4@9PlN>CQO62>|SPDPwIh5KdHXfIp zDOY*S!W~hs-X)zZRQmq4yW3idm?tJR>!rBJh#c$;I>$xmj69#9Cl~Dauf1K;T)6H( zRIBa7LH4@WLNe{87==V(^eRMppM(A&~`v;gXBy@0f_{zoDvB%Zq#U z=NsnnoVnT_8I;AvzKs_QE$XltU$%r&2Hl2l{i|QxHYY(0=J&F zUr6(=K!AaT>z{Y!D3z;JZ%-)4j{Vu&15AYB(K?v2V4kH0^~>h`=!D7J^JPG41p zoG`!PCsUOWpAx>AK(B;a3`a|UeI*=xxG$&qD)6hOwntyB9M{7JSGn2q=HcS~M@)Mz zq*-)PUZ1`Gasxr|r8>O!x#HaE)xXj8_}oy`k*Gjl=Y)&N zcsZsTI!q}i%Mm56aOrD3Z=P1{T;0EW7+ng? z;CtoJIc(S=&{U4zv7y)pXUgG!us%=sZW+Ez@6$C|UWR>hqCA&@i{lI6vh_3<%5(bU zEoFFh4ZN57`g}RuzetQdTU`#_z&M3zb{TGYl?c6w;9{P#k!D{q2Z^KEL#GN$(Obr< zD;r>=>Fe!m{uLY;Re6r}Y~W)3>m83?7;)iXymjpOTrM{Kc_Z0(j)QCGk8=H@N?|PC zGuX@fUhe(HA8R1Mg3Sui4VvQ&BpVmgMNOH|TO_^5v55t}zpv&U@nmD(NS(ZW0UNa^ zf0@PXVIwA>=iD0x3$q#&Gs`(FY~5rKYT(4%ms5S`>q!O{KhwF!FVDbtwnGw?%0z@S z995q4@Id7g$9yI#B%h1D7iFS0J+@R`n}M^_it=kjdH3B)|DgN{8U$KC>tB_l!KJY` zKi-svV5j_13EurX_9E@_!9gPU$bRJ77eJg72k7-ieu4o zT?UTD(CSd|5)CfI{S#D?qJ~0r9Qq-+#KBQ zjH#*i%toI68iwH3Jajv{$G;RPgx2~7i|Fr#P;-6O%KA}=%x{;znlCCu5B=E9pul{n zO>G}OW0;30h9c!#Yjf~F00030{}fnxAXIM~RkB4M$saXt+Yv$rBtYFsU$yHk}Q#LzQ5jo?t7o}p7-4Ioaa{M{gq1T=Hj)1 z%=Vp)Jm?txzO#p&iXj4dEI&F821||pydk9_-)mj-Q(h`6#S)7`{-)rcSKLgbWD2f6 zx9&H1nvAJe)+Yq0JdE$XJn?v#3jwq71udefm^M3R;$f18%3l+W(U()9MS3L{rkR43 z~2s03JiT%mMQbVUR6de}4 z+j=&zQn)x6QT6^z8xKP&b#)iodHCsgs^s@R9;|{>d@B}kVIuJ}@N5Gc6W=ztzCXZ% z?$71z`HvXr_8hx4z+}NPL(2C@E*Ig8jURr^<6?L6``V!2T&u<*C!k>M|Fn13cZ@LD)H zT~0i)wwjAeRb77^tGIaHQ~z|~8ZHW@KO7$GWuuJ!>#4*6Hd>2!SWJtt@F+Lb{CEQg zx2`qbu1rYAcNNaE%#ak6TDwf$2u*=y&!%-_2FbXt_b~fqB^P&c1?<;y+4$Wx*Fjss z!tSVt=O6SizU z7Us%ogC)$EXqOBXnb4$TyI$MqaWfhYiMd?E4YjRyM|*ypL2ym^v^!9RkUiYzut@5-0Ho?<~mJXf{ehK0T}7!`cR#IE5kaxxew zjQ0^Z;7LQ(^pT)dDl{0|ic`-9G4W}jiz%7L#=(l(lI`hi_*UuIaWdGbjL@0)a%Q38 zQv8}a9s`VW_U`c2bcjoc1lS8D;=koN{btJ(VSMD^^0-S3s7{T!*PmiS(bf3p?ek3R zJn1f38p;5H^_3D?O2eckvCZp40(M{0aQl2D7E@_SoAghSF=F#d$h{^8jeoZ;d^wT; zE>|`*@C6OD+rApn^)wiyK3SdAKtqT8E17-UX^42G`0Kz-0>W?GX%w;JP+&P?lD(4( zyNnZ$RI*68`YcVyw1tXhE!9=4qG%||cwu;`k`C&b-J0fAbX0AR>JWFQV~(&moU)I9 zzpG421iRyrRO=nn-cNBohZntQHw;N{K~<9Pr`Bk`~Lf6g&)pB1{c?c?LnznAt$Q8Ayu8V4}2@{8SVKq-8pKbBLIKJ7WAcH5>(7&UA|X z;_pA$YGHiX55D-AE0XDnXhUirb=V1{7vIX2-g&|OV!eW}ZU}OOPrNxb6@k(8XMsVp z5fJ!o<#||ufUL=0i{aoPeB(@yb zWfK$viPQgVS{wW!Fe~zKY|Im}7Hb1l-umOgdh3{9(h>LtU+ZCI0v=dg>^9#>0Fx-= zzF#>4gVGUm4qm|!Na%B7JoUryNG*$K=#Bau1t*oAS8+HZur*}gRfzklpZAUlM)=;b zitEh;yskU#e0rV;)ppx&?^+4CUz~M5{CEWJ$4_2yNDT%>I&3<4$PWTH1obbwdSjR0 zjQbGjDuQz|H%=uu;Ctqc1s#Fjm`I3K`?E9*^CRqIN52seyT1_WGLZ<6G5vgJfB^q} zYKs*EBT)K9^j-T{2sAEO(hFPz5$N5jWiIUxwRSnTRY~4h{nyFF_ktI;6By1`kAkrx zK%Kk#RwT-)!^sniNjNfo%H%>W33gqb%`*}tBv~GPrWz0pi2=8TrX`U$U;RFmK#0JW z)rQX^XG7pWl}=w}769#SZjSm}{UQ1-Yvq=#2wYyX#QnH^6hvezSK@sn(x0;=4UR-Y z^@N3~A&mg*Rvq!MGa>kLSmBHI1z+fQPN}>kc|b$C=J?#0J$7+c>j~Yuh&74>yA8`d z&_vXEv`Rk+l(+TeCK(~P=S9$b))I}P)zST)G6qRKrgwOX2&4>U1M{k`DZAONY}l&CKnDX$w(nT z*>Jqkcg*bS55=nL#qr%GA$U@8$eL#wgvPrrJVL)ehNso`!PE!;PB|>uq~(LeOl!iS zG`?;uXKWfwNXS$xXuF+9hMK#!*`rJ{P7bU^p%58yB_gkDbxGJA;`sMlKopjLkN>8= zhKPDQ`S6hFFlhVbHL9Kq#d`hKn=I}`L+MpmxmX~f@X+uKSL9gP| zkI5L5z4#>gDH#D*vJ7Tx$@uwld}4(Y2^o)j7TWkk!Z(z9ZAO*=iIN;65kd(1FaPSl z8|aIHqtDYv(mXI#Xg*>5Jq&ufV?1hiH2!>V%W>5wW9r_GFG(Ny=ao^j&^03C9A$yN zR5%Hh@0KeYDMn#4J*ciWE)vxf$?T@>1bCm`*YE!+6pPP3uiv;i5EPn_V#%yO%)NTN znm0y)*Ky{AbT|d>V`-zxpJS0@+o?;Hj)%#_Y-#1!Sd=C{pSOvo;7*iQ;6uK@89v*? zQEG_7*yMtAMmqt9*Ujw@&xeBNaHeeMsX)ABM0|A&CgMSMq$i!PbLCLktAULHyK4!Y8 z6{YT2FYj}AtF|AS@2NfBw33L39U3QG{i5*arK!2U9tk|X)EMn$(OBv?GCEjB#JXGQ z&1$g(yp!BiCvP8$(S-c6q0#{4yD2}Ti1}d3l*Rn>#1+2Rc1W1Lbj41(@ynE7fmr{d z<-hLjMD)mR-uSD5h@rsWYPK_xc$1J<7}rEZv0LMuL^c6RhGN4-Kf*zZx$l*=Cm3d? zE~lJ(1Mph9xyF8n4=5e$Xa2v=xs6hF`2KmvV<0#D0tsIeo@y&jlhC2*bSra)gu!JO z-O3zDcsM&H_8~J0t3q=QJu~9h4IR6i-4=#WsY2TgszE4rZ9M2VAAoQYr(4;Sh#Bka zM)e1yQ7SSjCUYbjq)YCrbj$cUb!@TG9w(yph4#8zS`jD~ru9vo55i}u>SpnKzSv^d zV%hT84H=7sTFeatk$60D+1?HUb|x^pd7_c1Sa|qq#o|chFO083_*y?Za#q3~cII0=;91KMK z8FQ1OKcUE0)l2zKBSEw%{cE-&70;w~!<~j=LDYBMO*#{cnNIVkI}<5LxBNNTyDf&F z4|qFvy^R7zW-vwbGXVqS{K+P%FtCE1On&k4X&kjEy5k#-gD3KS6Ei7r+wj0iFPDOc zGsM>70t))4eIMGJ#Go!H-I;nW3Z7lkDouQS?$X;`S3Dn#65Us)o^JBPfS%=}Qv^?x zmYn!zW$TZyU4{?c_4z)ZdEN57Qw%zC(wCnx<--9&s|vJ(?yT+>8cA&ZYi?StR<*7q(3Nh`{5ndkZul zh2zi6$=J(F`Th0Tp{9Z7{QKlxUGEzj10H!icchyF!K%(4$HG{=3ID8~9YTd1^?FI= zS~AXe)IQ&|H5xsOUR=BNmam6zvPG@0!$7;YEiv?+KPZ7(@`4q9xbva^hnF=G*=^E( z+@H~~6tt$Dvf<~N{uN<<4$)|F`ry4VfQX|<{ynPy5rS_#ZHaw`0dR}3{Fk5V4SC0H zt16FqLR$LOPE}JUP`y>f-mCi~<+jd)otFsMw(RBG4Gbc-D4RX9-5Lq0v)2BPoeALW z{w}>uF%;xmj1Nl=`$N8oyXQ%RH=g3wE31R9===1v7ju{3T(iuXIe!ITbMi-ux`MF1 zVrKJtKLYZ{B?5D^h|qYUCihn}66mV_e8z=81pYpcs2}ky&K&`M@KJSazMJA78kg!?3p`GuSQBH@H3iF;QC z%kgBCd68K2#MCZFmw@KQd zna60=7AoA$THENmVsLW%oJZ-6NYMVCl5RKS=bhy5p}tRpvFXG2@>U`d^5>ja_qvmD z+^LM-`i6=H6`}+Qp*Xm$xvXf{MunNdjiX|LWb88ZlChR2;UD)%<$}$T&`Gdk>19UX z=wtIgAtS-~xTyB_XG4Ez8O(7gt_08u)C5GyWNaW`GrI7DigilF)RsXioQ)#Yjt)`r z*LLFs9#X)`6qD+)jY0nU$OEM0Xvn}!RXnIx?L#v02{^h)T1WnTJYHpuGRpo^;kVbwbXyYzOMAD@9`uO8 zHFBP>%hyP>I@X-MP(g$}yQnE?2^mpWx6$-k9I}@&_YAhhq2k?QtxU;S zxCSM=?pjU8AZ<vDgQ!Ddr5@xt$^ZHU&7I^CmGZ37>Uv4yDp0kQE+xJxuC`@ z4ovMOBH@E^xYy9;#TtskVar0Z+;~0@!98n2I57zNUedpPUo--a-yb0M5b;z!->pL; z0vcy!3XEezFuCyxiK$ISWv}X7`)nM(it41EB8mkBtu;p4`C3*xcZk}MIG zO~umjN`C`>pRX>JU*j4=!ts@IMwdlyH`Ly*rfsVo_jeRowc~H2~SipFUcA?CB$N(_CycwQ5@#kai7zY zVzHEoj3GNJR*%!GNjx&Dny0Q;y&)lP*>8GPPBiKdzYg>3jD(^?RY0UsByO0#srqQk z|4!b~jqg231b1s(!6S<#c(MInyICc{V-p&VK1sx~FyZZ`cJT<@KXS5Vo(k%y%(cdB zGGtfXt!O()LY;0^(6tdN-#tBpx6Ba}uq( z9}B(VhbLd1rND0O;r7%y60W7cQ#zj$g?|n;F-HE8=&HTf+IWuuIl1|}ve%<9(<*R1 zOg$Dq_Md7wmk^IM!B@@86cbQa8Kd?`HUa9px?Z2|j6>C)?cPIau~1s$EM92M_ZPvo zp*J!V3@_y#KITLQ(Z*@N@Me@0Az(8X8bv4l^3~0Edy?83Y#6sV? z_fg&qd_0>Wxhd`E_*{w7t0Ckce%=dCJWTAIAcT0#tC&b}%@2AHDtCH~gKTY?z1O{T<6}xLTF;VYp z>7`W5#Gdaho@cf&Az%GWyO74fQQJLbiwfyj;PF$bz@G-CK7z=oLK4hUT@-br60tm^ z^?>-wB%HU^l(?bD#GuAkhtBtG5LPaaPIu)%p`q#HduI*`t5WDBSq^fZ{@E$5!N#Qe z-gq|#3sUlaQR;Xl`U*|nTMY_o5F(p$@9!aStf`nOOjW7qx0v}$KJyKv7oHo zU9rQOiyYOLv$(;9YH3GCkTDPaudgbdx8dSWj$6|3Mh<+mWNy95WkF>uae9#w6GMCZ z=g7l!Tvo9NPRgMplT>cxKfyxr_g7j8C0x9!*1dDnjEBKe{pqF*9+tmp3ePyn!%Mj* zmxJWE@Kmm8-uRV`$hR)Vva>9d+x%PHS;vI#&0Qx1dKmDnX3ebK%7ovQ4KGbrbFn6T z-R_x~WZ3`rgwUywf}kLU9Hq(>%+%`*{FO~XO}4C6dr&fzT#sLIP2hpE_?NqM4i_mw z4n!WGkHOUFZ-3-DSpLQ9=8%6fyhrbaZXHU+{5?aJ|MsUrOmcQ{Yg`(Rrgr{PA4x?A znmj0FDIkeRa@s?ak-lbirP4tj6xQ3$+b`ww_4lu>`?{g=mkArf zM<32Ey~o1o-RdVh6}d3%Bel6t@-Qps`%s#lj2ZPzjrE*l3>_{u+{#VHlU(Qf4!3xa zn^Jh?9_86AV#Q%ibyXuMHl@R-8G z+Jl$dFJ4Q5X`rXcRr_>|9+U6rI+_7f{lWwH*%_Gc?wG7+WFW6_^PF35I$E=T{Py8)s3stpqrgsR=Xt?!N;TaU93-q_;$u?30ekz*fyQ&TAGFPpSDVL*=E7>YH802 zyDVrXXqS9^oe58w7O~^33~WAVa3Rks9ZPBqu6M3YgNf32@jKS(xZl>hqu(>y85tM^^yV#`D$8x|e>~*I%Wuq`{ zK|yg~HjaM$FPbr%g`WpA_A<_9!97UlQn!0HX74R(^`Fnd6P3{S%&}a^KIEM>mCJ*0 zt!&Tm)jX^?VSo9>uUvG0uxfcKkPDKNRKeK`Irx08Pd$y7jptb(F0PNvf&^h&=3i76 zSk^H!(oQ*e*Zy-%_0A`-J>9sMkJEW$4MD9u8~yUfHq2kk zLcH744gWP{qV%%D5urmF$n3DtHS$eEO~U6ysr%_TdcLN6QB@X9*&af@McEj=VfCQl zRyMY(*Jx+kW#jju%WK~xXTk2B#QM4GnMiRi>+EPrhe4AuN{rJm+{sG4Sd)T}6*kj< z-X`O{X-`49O)AoZW?xY6WR^b3mqjMx(@YONL*rM+rVEr@9*3r24z8Y^`ZI4 zWtsTurStGseFj#Zz8)ZwkdE0zx8wunX?U%goh$5=it&N&<$68o@ZAN=F!d~)4ON*6 z;h*o%-KC+UO<52usNMW5KMP;_cYJbwk_qwbkviL$3~20lshw<+j)|p9!tDK15v!Cl z)2o+))DN+mk3;x43!8nk zT>)O{c#-+9=DSZiRKHvnQs(N z-d!Jmq%NNdmsg3S)oW8>x(1U+v{LY!d%SYIl*i9Uf|ZAUaPW52$=ve+8x>-6nwyPS zpvC>T8AxEDq4K~-sRL{rlG=B*L4k|$(mD~%P7W%=rQ`o_IS9EUl$=`5M)M^RrI2AJ zu4HocvmY@aD%EYU{{S7ThKGKhSwVyI-7N3=i!`k4>>28^XX5nwwj1NgEGTs!8@e#S z!nwWH%q3|o3_NFg9xr3UdgI<-)6ERDuC}MINTb8AiaZ*Ag$60jFFGu@MCd%3itfHl z!--L)Ur+uqVf?Q5@>_o2&Hu4Zc=Q+-y=vluw|DaReNOuora4$!Y;#}OmkmGmG243` z{C?clcc^NV3EKm;8Yvb`(38M+OBF9|}XctB5Gd!4BygF{d zH8vX$ZS7JY{bWO+y?5r>G#j2TI{)lh#|A~IO@zx2ueHLeg}aW^@lQ>Z(aX;*lL~=( zy6W*b^j6n2Y*!MVI+I+71R3yNxJc4sKNG?ykHJ`vpJ#}o^Yn2BexF@>;Pn$adQAt# z1`g10^|ir4jC)3H?@wxdfmT=z;j8c>RpiSp2@UrYT>Q1??u&Wk>XxuYXxWS9-CxPZP5VOE_El^?k4+N$zcQgCesfR5 zT?VGI4gPNZ&c|D$cJuT5L|ojsY)rg24tvc6emg}|VIqI0PvlD?8VLGsavK=f%)TJ( z$>(d!Hod?*%lLU!y5&@3Jp(z?Q!&B|=wJ>mSYUlU33^T54fE^b@hEDSvNM+gpD+id zUDrwYc6nxB34c!cDSUzYRGfkWf!w3|+mi4*s$&u5B@Gf@jrm(;=}6p2_?Oj4gGj>X zrlLJb2$&?*2Ou6^%CBF$w^5D-36~TvxNh7OjqkE%qCzVOxLMFFcH24_vlBZP9bD;!(+$}UX5`E0 zyptQFh2o zwz#R``7dFd4E2i_v<{)=X}n2zocgpjkJ8c z(A0d=k&$CTh@Y0#$F1v`QHR)a0k`K}U+i(f6#toEgsNe8Wv;oCFMeOuj7BE@3A zH(vlcY%{lKr&S1=9`iW+r6>~RHI&zlt;e7i>BwI^c37mi%IUmy0)u=g-cn)#;iz80 zs8~)l5~+!OVoY&FqXUnVDA#zfD7Gz7MpQWwIS(q|z5hG~-51qrx*L{(uqEkFdE#+M zMvxzqrk09axrD<;0us^suesEaltgsTLo!>{BpLbT>h(2IQjz9)iO0__;E?1wtH$7q zS?J37CJfi3YoIOp+MMf(BX~eB&Bf8=*SrKd|5>wYsGyH`^$%Ky5 zkOmy`nsnS{kI6(hT#HcOXcijDd2-ISBpYpoZ1j*DbI?eyjzLO19*wB(>P>ltM|WrZ zY2$)FUEs-EPe{oNIZUI>TwTVb)NWv+&fVz9^`-!OivHXilL?qHYE zO+bNnRB=3BNywC$eR4P{8SO9FgANgsQA2cA9CJP%ISRJ_aM>P>s)Iw14sArB>GOT% zj}C{Su;rtR@-?BT`@{B-Xb(>wB5ALDIv2CxNPDi1x z(0de7N(8dYQg0&k-bOn(E*EnKTA|0VFV><+9X+n?Fy6cC2*NZheW3l>hcI(R!2EI) z`K`NZG)WsGKOqYYr}QOs+4Xj9dfGK4J^qI_kf;MLgPOW*g|PahpvGffiSO*e_&#H7asJS(6aXM2l?j{X1`we0VYaqbI(aXsL(31cghTctBTaW z#W$nD9lLT~f(r|byr>U^xHvF6>QK`*9S5UY*RNa@jDt_qdaoR6EYv;9dwu(544l)Z zZd=}nhNF*UeSIsVVO#Lo3ge|ja4;U;L!V3o%GF?c;aCQkh$hZ+=i^{7Ea87xPaKF= z&io^?*2PBxQ@ixiA>-taJERk7aN~fDGsn?XxQ&8Uk0jz?-}fPI{&(3>zw!0W@?kt| zS2|%^d^i^@8*zOH@VPJ-GyHIO3?6owx{fUg;KBDxzMbpk9I#P6UGJQm4bxHC6{WG@d2F*Gl|zs}U01=;CpabSJ~3K9#HT&SVhHZCoEbM1nKQ&;90C z32+2^`j9Ud0od2@xqa3I{G@N_B>aDUsa5C0=W{{3sF&zC3=6t*aP?_@rNy~$R5 zyF!6rg*kkf8yVym$7_;QND!?!_3pkc0h~p*@1K{;1FD5zYdCVD{Gxji3|=W)aer0_xB-{8a=}74 z?A54s$EXnO+iaTkJ{JR9i)CW4VkwCCxKnR*mqIW;$2DWQ6nt(SGI+UE3WQcC?i&|M zLEEGK+`@1PsGIxf(9}vmmy`T${cSNweae~jI9&|fwn3r)z7|2-eWg+UkrK$Y{qciK zv<#fHhh&RzWsv6;>D2PJ40s!ZpM|ieiYmb8(Vu^$Z58m(>+W5#2jy@XXB}*jRSx!63pZ}XP$7%^ zrF)$j4V*UX<)6KzfyTQb&L6gPV6H#0_;i{M2|fkwJY00>?BX9E38q25bi(laQ#7Cl zACx-xuo5&UG*8DSSHeR3$IZ@gI*c6JbLHfB1`xf5Qy=;>!Hwg3yDp0hs`5W6`0GV;Z1bZsm~EK$kz69QVOL*kg{}rn-mk8;$xMx0-11Q zczQrMhzWk1<;m6unV?V{EN&IXfJvN+^rK2TP{Na_ov&yxL^Zl_Oqrwi-H! zX?d2UY^MWhWJN#4fd=sw4Y8c9mC(}=A@NhV5=yj%MeQ;xfz)_NM`c!p>pV_}Q!o4;+P$MeL^SOixY0m0 zqEw~w34MCT8CymhKz4xawO8 zo#tB{TAwOmdFu1!9YQo{|Mo9-WVRB%;@{unx2puoB%yWwe^k)H3@&*PSvu5UBNrt%gDMRMxQHH8d-I15^PCCX=ouZx3CymQJUXx~ITM$c8IU1d@%dkW6*!X{kKT>1 z26lFdgU)N!5ML&{^=76T{>^VbSqQI&R!tEZ9*JuBb?Vye7hDx=FY85jZ&ZQ3hm%S0 z7!ybi`4o>=)zHp0YpkJM3!Mi(#T0tgf@hpoQZ=&{%G(X8x1wsH@5fwBpnENBChWZV zL#`IEA)O|Z`7(J0Y%P4IHME>lsfAw#GR30xHIR9_`*+!n8u-^Sjdv$n7(f#B%YGxs0EsInisj!k z;ODm!yI_$C>-E&0XS=K5clBPw_sOhy?fCjWzO9CvXA_t2@z%f{;%KoAD<87Pe*I~$tKo)QdrO;j zHJr8oFc-sM)!m!-MA?5#*jdS`caOz!*}vtvtmgvQ`-8OK*1&1ivDWx~wXo)Q>q2c) z4M<(>*KO6TfxMs(!k|_ShZ04MHIG)o)hwNar0Y!ZRsSGitICQqg~F-)whFX`N{oh95G8IMI-5_#@>I?tirke(c$97;eV|P}Vy0(TxE@ewECt z=jed#Go10bLW463J4q?ybm;k6qkcAp33p|G|NO_whq2PiO2H}<<~%pJT#T8(6XlR2 zQO1DV1wC~SB3bhS&(Q9VW%W0j>;qb2CA6oU39o3T0yWoHB439J^-VXYloDxh!{bq4 z9ybGw-`KwW6VH18nVe&E0t0T&VI&>w8SrXpko!Oq9VRq}tUKJt@Iq|Az=9?>9+$;a8EPlt_QF|7F+I09Us7 zY3(o#bd(`#dS@k=AL{TMFrh-l!c{-B;}t;J`yy8OVmWO4u+a9!rX11*UnCduP+|N< z={NSrtUiVfID(-VTE04AS@jaQ*08Fi1;x-LuxbA`zX*)d)7W2k7s20Iy{82% z9nbt<(I2JCfY#0Y=_6eR12y)H?=14vSy+2kl!8&*i`i?Or6AK;;W+D10zWM7T$e$` zz{~gd__60jFx$UJ&s@0(q}f8iNxuXtMu+!B!Aw_kIeR02U%J7!#fN)a@_Ck*l>6hI8kGsK4@AH)Xv+zv&O!Jq5j5gS_~T$itI z?)gH3jj)>AZbA7Vy58Bxb1xqpecx&wlPQ3#v;3lQC-UJWGMel7ONN)RRTmutNbn}# zghz!$0HacO?BLBjc}@1R7C-^)dwQoUz9=7FY_2sj*z@5sW<@gp2^qdbKNxwkNCZ){ z+mYh-1ehE4_aon6`2>s-R^%`lR%R9-U*^q+{nW-}Xa0QHrsdcF*@ps=%;bw`m<$3% zol`g}5#-i0{&ag0U`r(8f@vTy9GbJ-xE zt-;gNiidPA+~=4f0`Nv1J6A18f=UTp=e3A_p?R`fH08XTwxYJAR-!3!KdczwL3&1&+%vN6N#AEFUFBTk9tR z{zOOh<^T~E2;4vYW(lyz>+@>9WggrbX1lC1hzAktVl7{M4#=&D)06D8;opu@*{95G zFi*NurXi3Aud`|@MvVy|Q@8i)>;(c$JJUFqO$bo6Gw!X!t~~Hs8|A&vs)wD0Z>LN- za-jGlS9f1u7QECN8ycC!!?go_N=jD|+TIr}AMmilS;E<&CI<|qIpSJ^vLV#u)fuaRJczw4 zXoWdR0`oknGzV6F$nAfY-4jLz3QtJA;Sn-$<-EV!{+S5B_Tb(3H4<393U-_&neeu!eG=wvtMK;*xDXDx7UW{ljW@1{I=x+ zzec4n^$i}Tn&+!Cff>C;}z?mdCte&uaZZ!j}>Nb*l=W!r-a?4QncqaHCcU1qego7h>>me5U z>7YlaI~5zGfP~VM8x+Gt2z{*d)AwB*ED2$Sim%4Nq{NF`T1!!2vH4wBZXXtohBi$f z6-tA9zkaDGuHu00nD|86|1yEn{x+gvI1_XN<2*+{;9!lLef^Gm1`KHZEq~9R1}-B8 zhwbu{Azsw!dXi2eWSqj{cHD`F{l^EnuJfkBTzG!YPu)z|(jVIOK|d3u9rS*`K9vb& zitd@hyKr!&I`OHGQW}uRoix+!NkDqJ>KC~;9=a52P2AaHAjamW*ndt@AlY7;w%<4& zRjTN{$K6wbyYW!y;`q^+HSYLjVNz7CvnrNOS}S?&TfI82c|8KGovhxL`0)<{gI*54{KTUgy=~xpQr<2 zpplrnE}$9)YF)JPro~|3%`>xkvE~OZ&vN33H{9Ubqu0AFZ`*)7X*{n-(*O*}Uz+sr z%3$reZLwhRCLHPKR}vPa~Y*_E(;=R!HcQQtislixA;;aNCsKEfCvWsqlR00UyNU zAN4-*fF0={3QtSB!Ytu&+`FrG@I}SE`rVt0AZ^`iv-^T7>IvlR?@F*l5rU_p+7z7- zhPHp+8iLqs^V+*QwLx>YjkJos~yaCizJ*BH-p(+)mAn`n=)K|KWH=ZbgS5FzHfqsv1JByB+6UWKfo2mM=F2(br;0vFRS zN%ruQedls0#U6?TOt_1bjDT%fL;R(m9`Y;S#=iglb)-;CJ#GKf6>a-s(w5BSi_Qn0 zJyrS88e#6}4BJ!)p`t$(E`!@NQRRyISj3(yNZL<3Tx-Wo#58&$!7=HDzAQUxKHn9H z9L_EeY2m`q)XTT;^;aU%NS9}!Lq{a~Eh*LE6B3A;*yVM%=KWDYw7oQZ`TsY7t9BdfGk&fvi~M=w=dvykn3DXS{yZ`Di4J!;L53ib185 zFQX(Xuqf}Lo`acx0t)wA*wLz$jJOD7uKzq!(W{PU0pFW4kebJ#>CD7*wCnl5cyrGr zWb(1XsIM#mB?<5CxyejKZBK&g1p$mH7|2W&>P)RV) z%+@>(iM`j#KlLXQ2_B$|xfEohCQN&=Swjw*di?NWmtZam>Iy>avUx~7P@*|pn}BQ- zmv7{Z=c3~e`c#JPa?k?os(AQ38(q8^VSG9+8+GW zFRir68@uvQ>s5?L-ys50a9>bq)gz+Schb2>uaeMQ=04%Ag9IdBrCZPuk&F19Dtd?HBHmTD%krFgNM2p~Sb;bJb=H^f%V8rSmsX3}W!%JAaYib4`wtP&g16|wBw-@j_LvL> zeHxE^W3iutBBMV4D`V;ClXUIX-cgXkR4zB~_k7eP1ZS>s6(SAQ)n<=7MMxmFGeBT} zFgwiElb=r zeZK%zlyN60q*4$;ygClUMnO4s`Lf$v$teAiNqcW11#zoZe?LjdN1NB%=boJ?L>4!- zsaNHS5L^F(|3+02!i-6zWrY=^?`&7C9Nmi$Z=~3zr+AkBQgnaJN=vZZ0c8*4)k8twMJAc0=v+@(v);f}hB1_LYv>(q! zS1!>l0^RXw&x^;!E1r0yuNGLxU5`hV8WUyD`*KnIWXk*vN*>xMwjvuh5KsvI5>H4k z5p5Wnn>Z6mX!gl*fe%k}QR3kB=`~3_I@mk^bzwgqjb!;9p2^5TtLLO#zzL7OUKzg{ z9hQsOOsm_DWaXiVJ{gomBcK@Rut4<=BD!n*Q15OIYrhzCW-BHag=F{g6LhlC5w{!& zQOrU|Zt%#3IbpK|mWGV?!^>8T; zzR^h1Ko^(35Qa_%PG4X9a~IWL$(*!=z@Bk zfmBU6y2Y!xaq$=i&7=*m+iymrvAYDD(Sw1gwo@ISXYPz1J=y0_py7zl>z8*LPF+K| z&<0P_ORRaCCek?>YJ+6wB9?gLT@WShzk{drZlRGGiGE&JFJw4@+biYhi&V>>RIuyY zB2_GZu12KKn+H zmOG4OG<3OeGT-Yuf0NHY#*wpT6+#KnS+MwsU?CIj5tDI{{90{~(HIWYoo8R*M>1f&--TPzIStl2 z?bi9eCxhpxU7Y+<0uX7dCO@L$;OC5*y=!L@)KC1b2tAVllK$07r_yn72HP27nt=nx zj49n3hl2p+(?kE&q=Vxv+4aMa3TzM8%c(<25H?Z7dvGfOyt!w!!qekm!mS|6Pb(ET z1(JS0?#Kj89sN+qS{9_4rzY%($_6c=^BP_r*)W(|k@CNqEWj)G?w9?X33>^ZmkjS_ zLc566%pKPGe(jk~qi<9O=;%IEnE99qSMMp&>oRgdzMgKf!@pHUn-R(L`8*u{yNY5ywCH#=RN29p7S~IPG&v#!#s#@ z+F}n5dC)_>z3%;`Txxla@ZV?1e+qTtFr3utfPT4U+Ala;6kV#j^X+Dt^mf3s~!-h^1+rBX@BES z9*pkzqp5y77mi%a>H6AI0MbWv*FShz1aC(s?f&a6fn4RAPgJK%fU?EvgLf1i!mSPa z`_I#1tC73KPM&2e_m?}wy9A^zQ6(R4DuGX#kv{uHiy=X#V4a9t5#(EMtaB`(Lypt* z{e7NHuy-jo{G`uT>`Wx|om zfi71k8L;P9xI@Y|26&lo<1FPcVgIY(T~^L)*!Q6Q@d^?fYW-?%)YP%zmHeTHNA9!X zyn}t3)aCLnb^jG_H@8WP(WdUxIuH1G@VABciS_A&k0eR`LNG zc3uAb$FrUT`c4uZ=ASqa$(c`dZ{UET{JwaC2nR&}-I3nu$p*<`w>BeR7H}lRRCU^! zAm{EWTfLnLz7?C^&?6a;R6kqs*nkCp&v3k@AF{!tqBkd2hXd^`tr3pi9B9&Xc&0DG zfmo^7_r;QIXsi7v@h6A{4Vw)3dY&<1u(@YbNdyyYpD^Oz^e{mE(U8X8SO&`H%6osSjXwtLdQ7pUNJ7?q&o)$S84J_H?g6AuGi(P zI2#_1SM=U(WkH+FT{*L@EV%xxbLPz>7Ia6OTz6jfZ&*mVbEUsmM$6J^GYEl^>Lp~7Y zvyKJKCqFEz(^wE?vNz%xi3RmEW+ibsAI{d=1>J#6khwc^p;MN zm^~dLUC0&=VI`m%JvQ<_z8H+=8bx)u8DM=t>yEbt6Xf@*wq1*1LawLq%UeB6a6B=g z+-Avy>a?Hh*WPBpmFsKW@E`*gxQ3pV570q&lZK++89E5Z5mFY^=`dlnT8hht0d=-N zc~p)rzduUa)>)MeXRC|jq@S>1)hk4%<~h*O z>R9uMs}!!TJ>RR(=D zO2OaU;d@>v2P8hRTZB!P7 zd?`%KuZ|L0Q3~~Lt*5@oa)4UPFj)#_gQ(($N|iPixU#=$J`iWY9kr)f_dJ;J#_!wL znlLt~t46Lc8stEg5qFN#x>A@rUS-oA6Ld|7ulLxU{6>EIP+JaEFj81z$q2dp!rfs4PYgONrFoE(=_&=qF@ zP#3aU8VuO=GoST-0|Q9+j|FZ);Nj$fnQH~lqDdhb&cuu`&e33e^LFcT9vYBlTbzc33Sm;{$U_0q z0vP!+#)%irg9AIp^o})9!9WS3vll6lP`%FGR3!_}eG3{$S|r2A{VI~yc~lT3X%c#J za$)0^!q1ycb77afZbzbX4y>tZ68+wr4JOXxO8X5caKl1y<283OXw77wj>1e3aCtW- zCXfbU{1wF|KQn=sKMBs}WWhosQ&^9a1?nBGn)_PF@MC5xed8fAtg)S(@{!Jf09UCu z-S3lu;HpgQpCG{Vk541Ctm5Eq^R!1wXEI0{Z{|KEoeppQw13^>nhI^P(zJckDR4O< zm|{Jf2(kt%$}=tE;pe`lTEU8FklJ^*?514Eaz9a$|0LrFE7kYvw~k(hhMdTSP2=M)R}SMH=CEtDKcJMzhKzmnhh0^|0zcehL6ecOb$ky2uCvEp9Pc0iSE|s& zi>Cx2Cam4Q^IJSzXVf3&XT-n@``#~(*CQZhyxUDbDhNadrgS161jArZ>vPt*c#yGk z{SiM%fF~s9LvF(aXpPa1ozfzJZNW2*`A2ck$Tz-5>Rkj-71-r&4MDIJ;XK7^^#Dg| zg2UMl9`MprYQSM@BzT*d>v>hi0$-7U!sgAfF#2lGYTMN@Fx0(KU7r>T`kR%FXR89> zKjYbre`S{A^Liv+w8{>eoL2i&*ByqX!8=*|8$4nCwtI_5wIhIgMC^^XUIdJLxpQAR z839M09kp}K2?4L2Cgi?Se{d1p^&>3Q9b!!>tp~R{g7kk$I=9%SFv8Wt|NG9eB_wOL z`2<6TPVKDchbTz%z7ewia}=0%ds>Qoje_6wwt3aS2zZxjFTvst1kEU+zO2Ju@R9K= z$l2Wyira1-_SQKAy&^h$U$OkaLF`zM8)ezAp9_xt(qS;@I@x-9It1ol?qFOn3SNd7CpNTUf#P>T9`ev2jJ+^8=H?=P{}Lg`2kNaZup|9qj$?208y;IYyUx z!cxw-|GF@D5TD53a@NHWqItx3U-<7NRM7M490E*Gvd$|bvd#&g99#L*en;6Dt^R1ND%Vn3-y4m07l)IN82BJ{Tk4BSyNjsq zYssBJvA~qqJ6`XKw?MOdDXzk69np@~rPh7N6HV&BD15pefMPSU=RW9%V9d$^`vs9m z4BUErJY6>mB@cTiRL^>&qo;jsZ@UBD-D@hPBIk_9CT^<^Z*j)?6D}FIjXm*f-j}i* z-vH!)y;fwVARK??$U9A#M`Ho=cRg;6M~WUxOtL8wnLqgo?z4k&es0K{j}(l(3_-0} zv2Yv-Gq?Dr7J;=7PrT*&5seSOovw~}9fxfh=hs#gCZJrVlA_0aB6_v?$h}NY!iSYt zC8*7D*!3xN>&;uyD4+B?gIF4khP8=DdTG%(w?*bt&doS<7rv@5BtXCmMakk(tCDeH zn=dxR`5l?iy@LK^$9J^`)M_OX%!60uHs zy`xQW653=Wx9#1VhCPD%El(vf@tWj{48t{K)cH@;x#dw7p3v#{+LcenD5IlKo5xeI z%8WFapOS>b>L$sdNlExys2DTvCS#kJUIlAI8ny|m_(*wYpoy`k#L6}z8u4ADa!6#9 zHIW%vTc3rBmBOWbYbm&6^{wEm%IVnQ!Jl|Iqr00`SL7mx@7(8 z2TwM#taaOE7N|%Xm{zv@l8dMQmc(4t%ty87zZSwIa*;Z+XOTC7ifV=%*>hG@yu!7! zX?hP8=k^Tvo)*hN+1lII=KZ-CSXY$G$;`(hwOcy{>Y+d^D_*Wh5?lOp6g zT^QK-uLy|~8ON>c3z2HyG2OZM3g*up?Khmfg1sFpd&OM}u}OKmO=J}f^DDpKZpkdh zMornxiihaPzqnQ=V1bT#eLwVszcR4-Yusn+A_m$u3`@PRqT@NAg`V%{={PF5N<@!A zN7BkuJ4*x^SmG$Rw}zLAy1Nx*UDvVDD*XEsUK$H4l!aFtg|Sg3bZmb^K7b z2n&z?G&X0{Gcjye$V&P~7CI>edq+`NsMLQayrYPXb|1Z7{!QlKqwitosCa=xX&3)v$3basE#1aL21Vd&yO??Zsm>r zo4>mhX~#}_@mH0i+cP)&3;m_2o35`_G0#SR87869hJ^&*lJ7F}Oq{VW>b0XX@%oO_ zQ;h{oyzlyavPh1Fd}`buq#9YM_w0r{gP)Doyfz(&*=(Fi3DGwB%f^A&UOA~67H(5n zS*P31z#fB)bY?FdZ%u8qn3kubtW#c9qZl0nw`a>WuchPjce3XmY0&XTMO8>}7#*=C zSYc;19e?ce-R!K%KzV3RQxjugZv(yC;b#%1{ZR-Iy;O)9-Ui1C60YF2zZ|CCrviMS zarX7}s{*ttxN`9Cxhv@LU&j^;uR`SQFs!kkDMTyZ;lzYC8tyr)%Cuq@A=%PUCC{<| zS2-4{a!5J&O3SZzyC4-~xo*y^+L(>+b+~RMGAP(=c}uT#O*T5M*(NlmO~pvhkwUId zR5Y2=*A?#1!Rua6h8aoAdYr9|9lV;0d~VYEm0lEVjCB27HkE+}PXwD)7t`?iuZVD0 zW-9ue7Z^J;n1W?#65PW9X_$RARH@269XaAI1AaCcxPm_+pLUsu=|zXCEH067t*N)l zgcKR^kyrxOBw^D(v*EOA4ZbF!T5vS z<VuI`l(%=y|I!hKJ{RXKy82`Bh^mlygJA-m@$^m(OCTVB zbib_fToM{ehF(goiO1S&X1nZDf|0FGdiU4g3k%9`@7mwwh&ya2U+R5#MH}D8L$X`k z(9*NfMnl9O?HX@N$XN$q@x7*DqIoFZ9sMd;PYpv(k?=V+qbS^#k-dfD<&EO|PD=VJ z8sW56hrhk@W6om@z-QWv@C+P zBco2}6Y|wWQOX5J!_MrfSnG-_csj@GU!Mos7cr--x4yuVk!6y?gQ44O|K_2eA+YkP z#ew9^Ah13}y*&3K2;}$miLDLvhthqIm%jY+gJ}Y%`5(~>qOL6Qt=#1es%K!u=&>j; z%Iu7-`A}EfEGRUmmrdOn|fj^#2yO%&Bdik|SH= zfUUI8XlHZ`WUcC(I&wN5SSQuy&7x9aD1vRby*UG(zTAGkQGf_%kDaajR!M{?byn|E zWd?v=J$W;K8rZYkB#T{>p?>Sy16rGsfO@BIU0Qt-Y!-o+UpPeIJ2L*t)ievFx0VZ3 zu(Lq%mv^wu=`48kG4RqTlMF#}uD=BINTArW<(++D1{`SY{qc7u6>3|QbPpG$fLq@q zm8SQZ&{0=C`+SlDSFS`KFVLgHJ)PH+iZm+ZeB~WcEuzA)lUH|(8Dzs7^L6r?Gg;7D z;gq)3kPI^E@%voq8PKwrQx|(T1(rLJh~maHSeU_H(ONR3&zSs0aSF)5{u9r4Q9!l! zhy3x3Ecn%C*?&%h1e%-}Z4H48@b{Rq<2slEj!%aTH_j8lY#<><)hiZm5nMpUh5&EA zt!O?pod*1Ic}gX@nIOq`>`K~aB5-|tx_cy!1nr{hhWf7&!Gc~s%Q=|=U!}FRyx*sR zis<@(>&sGM+*ImwKuih4zY1%oNxrnyY;p=K`CZA*sKAav97N*J+z*z2cKGOPp(2_OKH!918Qe)}d z%Ll2DA9&I8Mlc2b`?|s9^LjFz|9R%Y@k3c4tI%!9B}0Wq2W8s=6Do93+;dl?P=Wh^ z&klX3Y!Em5YwWx{f08}8zMj$~!gfmVCi0^+$eS$yL_oX0s4J*Qf)`qnmOB-eI)pxrB|u!a z{*;e+EDU+}kN@Wx2A11I4<9!31H*A{?HMsguqXbz9-MF**d&DmtcVb({?U2-zJE0M zSvzIyqsKtFh?D8qs%SV7`i9%xDGYwTG^&=C@B^}t;jHvaJBTH%iTQAQ3;cK{pnij5 zkKzZ)yhj!M(Vne!^=6(il0)Kmt0tJi?aVZif4LsSjx?oo{@e+%dL4bg9rVz4oUYQV z;(()~kCt+l>(#y-&F$-jL$O@gN}`4wvpi26x&JRS4jwC{KFU8@krsq-K%tU-}`p0PG##9uY zIp-|ql#ZR;?RPefC7^B2O}XTIm+?uE>Q$JJ!D;83bVh6}(#`vY`$poi`qbxjTqB9t ztaCtn;BqSRYo&_w$7Ntc+Dw4)I1x3p3O7{Fk#Vso!)e`BGFAs|E#_ODhGXCE#WHFV z@p~(2$XYxRca-p(=!qsGgDo!Uzs&JN$^(saGASsLE+|<;NyE)*QQN+$5phFNhoJ5m zGKM7Q4joI(Lf?+ZH?GZQ;JVekBZqiWFa?`jSF5HXC$%H4dPgcA@Ygldh)l;iwN~Yd z6(pp4bHCWBnT4Tez3fh1r(oHtCBcl_RLqw1EmSa}qV|vZy1Je$WIq#LnjKi~f2r10 zy`ouY>ytYkGL?lRl&*9kr)(66nw!z{%fZ^wVIPgrTx5OGIYXJwM~%dzV@fIos4v!d zO^KF++#h=Ga73w?ul<(Ex1NfQfrgH^EU37RGO{COnLGE+-J$90=3&Pd_fNxX3h+bA zS+6yZui&$h-)hB2X?R;%St*u4Lv=%suKKxrR1ZCNS?xd`Ua4~AH4D$fh7$!f`eAu^ zbCIMFVv~=r)wGj4`U-I5Q&4?-%@wp{#Yn;gPA= z8%yxm+DK8d9v#j11Qeh4DZ*9O-!8aG({Ma*mv=BP4O27^XIiYH;d?i!cd4pH`04Yc z)Y7qHlwP`U+V^e=mi(z_>blTzxILwmE%S{?)}o>ElfZ56P=stw_{+05iZH%$N~h4S7`IhMjnITjQ2ol^^|x9| zFm`>Uc(Y^)$_wso)Kx4*{tl&;FP8Ht&6Di-I3f=nU0!PX73ZSa%72yYkGYscaFV;E zl8544r_>oz`B*HK_usp;d}I>jqKtS7klq1sl~#Zq3!aO4Pjax~`6$1B1_fiM<+gIY z&%&MhH#Sa`lhOU;{X_Q*$*3T;G4jZUENr&o4)pEM!WCjOJ`5`gx)!}Gq3_GaM56Wu z+xyu#`s$n6Z(|Bx*g!7rOUppDj&z5g%k?5%ci7iuA{n>**Pv? zKUneaO?No*Jf}FigomPnoKIe2bQpe{s4nb@j6k~L_EFF1%UHcZbNtxO7}Qxs{w=pZ z9&;iio|KJ5;L#&D-?i@ZM4o?(w-XfXknk@w@s5NEMlFSKI%kjLkZ!P5?bLZpnLMsA zBz*w|f0*%Xns!CUYxVM^N_Q-O_x!Vo({Zr1Qk&h;;|h28j6FZ*<_8V-t6q`f17Jxz zdaC1K0F0^XKeDp%0_BOFIr_5>AT9sqi=*XPSkYw`WJ~F6T-E6qbTQZylKc81^$R26 zoAyBcsAVkhZvS8wsud5D(M~04+VNnKzs+yAcMQ}HPnC>VM}YZB;-{8}0iZR+B|GTh z33uaoZ(n=p1Wh`f_cRmTz)jhWmA#}`TCE4%pFJuhIXHTxNa&mi}h~c zUrdH5vTcH^S~B!^373ehN(Ajk!5aqE5@A{~W3xbYJUlECJF(Rv4tR@{wzrBW!!Zfs zqr*ugNZZRLFWjC5>+cS6bn+;ma^A~mVUPmzR_AKWvna5XJfBRtmj(ZI?jD%VB|}u+ z`*%M3$q?Y?p6hHtgkPvo>8efy!l8$ho6CJ)!tT=hQ#H9T*VR$FUmy>7IlIjG1oOa+ zc*yFlQ!Z?nJ8|ZuP!5Cz9XuvoIvtaj@XF2zM$e`)!pW~!Kgz%yho}(>U zkn27nJmirBtM+SO=xEM`hV#aPN#c3%%jQn=v_u}5M1_8N>X!q70m}M{A=zLnbJcCb zJ__^|s+CI-$sjK!(q=W430+S!a?^v;VMg$I=jt31%&Cp_7^G9c`d9ClM>i?3%HZ8j zIRXVbboY`kIb=aueZ=0vG$M3AK1fQSr$Z-=)je;M4BS&2A8VTtAZ+ILn!v$0u)ol# z$od`wE?zgeniB}Huv94@aWM_P{ca2YV3`54g@m}@OBoQ!;S`6OWq{ZIpUrJ~>7YKT z({?d16>b?6iXQY%fyZN-9nP)E(9UBlE`2c>_I-iBkHS+xFn_o>lA8oXt`8PB=~>`F z_0h7M%!1};Hv6o@DX_2WGRe_|vdlrYjq-abaLmS^FQ<+SlMA}_e>#YeA+TqvW?Lp$ z&M&N@jFEt?ZPd;-&W3o3k4)po9EiHSeScMHE)Z9zS5V*PLV#w=Xxpn?D0q6yPUl$; zjO&+hJ>8lE?dzr^#KoxK5!qMq!I=VqwWh|Wo3lVG>C5JwR4U{(6FlxX=780}i^_9x zRG3(2{^0U5r$(iT?XZ-hzz=0&#qT^a=ve93u5VxV>*^xU02yBPIqeqeB7skq*wIs8GhxCi`bmO)I&3{wFkE$Lnah*8 z4=A}4;0B-cXA_$^h{|@d@0E-IA9g`b(cW0_w6<~V+n5ASTlA(@zD|P3urMWm8S zp(v|zq!b!fMnZNadnNPOdmnq9X^$h)qHlyE3Qhgcu#1#ZiSj#t-Pe1)*K^<3`(DrU zd_G_1X8VOz;WmU?No$9OCPzXUGy2ibcppONO1mh(v_BzbN=N>~4?lwE=ZTmKJzv7E z@>OHn?k)t28xwT>5OV@?YVK-H(qZ%oW~RJbZ3kTo?;TqIE`sT7x1{W;P1yCbTq$wE zm_W?75&K$XM9|`!a~~H|#)I*ke z`TDyjzfvGM8}fU+E)A(dHbgnj1V}8q3Jl+j#ypqu3Go}zXk@>tm?#j9&XNNDqLVQo zl8ir%eTxS_Q|XGVO%kYQclwNUrofy z*IYPI=1u}!e!d{cB zy0x>}&jr&JGno{DKyYujax%n}4WvF&i;D$=CXx=fE@M zg|*g5F4jhydz;$j<96E-?P1G8!1SneNmwzMlvvZU`4VvUR^2&NO2&;&$>yQ2MQGM6 z+N)VsfEyyQXFJ9Va6fTf*e%w&>{>a~_a;Rk+8qCQx4r~=%9?tGEo9`KIn`$qLBTth zvutcWRD^xj;oYiCf$LiNTl8Bcc#t(*OertH^0xYBGifqp*R1xwRzQY*&6E7{BnnPC z`8pJ8Q^7rFr8KpMhHGMs@%2Ax7(e8yu;N6AQP(-o)&(k7b(TNePp6`*!Ag1J0TqKB z{@0q{Q*k09lj2cN!>RToqB|n!sJi{*xwbI_r+AF+xeqa5x6e2?!H9vcUX58l>uBh@ zqjX_wGZpV=w~p^IrJ_Qt?S}I~DiUoZ$aU&e2vFP2GoG;KoLoHUY(qoFOIN=;^E9}u z&f%;5OT(iVu0uh8DUcmklw(gM!^orchL$K9JU_NPdHr7rc+)U)1&!ngH=ZRjG)X4w1bK^*!baG%Il2(75=(#m7YZ=H z)yzhmrw||191rf~C_=LT6Rka~ixD@mqqP5DF`geWI6EjsMzqY+K@oQ{9=>i!J7Z7; zjn7h{Gxh~A>(YN&aj5`p(yMLnkqU5Ew!GpMu@EzEy$ih=MaaJMhcjxt2oG*Da(Zow zG2>I^t9qjViZiNlvRb(qnC9Ql;go|s_Yb^@ZrO0`sOs^{%f^q%T8BmB96TGi(e{!( z7vCpZpVsT<;cjv_Hz=(0ac;TmN@Er_O`WjbmzxQDz72e*S?4@ueb1<8X9hHII@#vG z3}maneQR-$ge1;f)r1uiJZ_FOsSRhLMOkmuHa81jk6-C7y_AlzyMCwS9Fp)_?(|D> z!9;w2eBVXgBLTKrRt>*d)%%6L^7hI^3<%zw$a9FIY+a$w{zq22)`|<-=!36iRMaZZL7cVN-kU zYl-gAC#+n1d)E^-tJ;&3G=1>+ZkMXp4O{%4;qF%2XGSOt$a)by>_||1Ad+m!c8RdL zY`!O^!I>aK{eHPx*^cmF#_EEJrzU~8^lal=$=wM4vyNkmXovFYvc<(yCTQPJ?KF{f zCRiB|H&3tgA#gbz47p$HM^H<=v3J-wfKb;J_D);dmyj9hQ{toQNw62YCf0VxiBOp) z_k6(FmSFqr*WLwAbwc@~(j4=d8^PA3EZT=Hh|quE{<=zY2w`n2=k3osg9sWtCHD7P z0|@&f2A|y-_aLaP^YX1bXhR@+*4YG5ByjG&s0F##9swoC)BAUyL%=~vSJ^2m!exT1 z^ImNW!sE^_$9hA}2@h1vo@-PcAaF_BE~$IifJPZ|i7_X<|H2_@xkn4OgkYYnxfkIYaPrZa zRi22LG1t@7_Q$~W?K%b*uYTlJo=Np`UlfMtU$3r|F*)s*Y( zq5IaJw~G>>c=GI_s`3;VRu(rIl%!+ygHry1(M$yXBq&+SusG|kp!iuX2M1FX-j^QF zM3wr9#5IZOs6AGhIm4cTRUa)D-E{B7irr06L{fc3(ahVqVyEnsaq7zu-j~vfvCZU=C{JVwR8$VFjD)bbQ%-0# zi=kj?mb+s$i@%fH2ih;{(crsYTwwe*4V5a5V{SAGh=0a+NjH-bs4o4N?L8S;Ma$=i zLuBaE$6^JuDR`^THdNz9#m$@f3l=A7u*kl-T%|!r_@ddyzpv@=QPWi4q0K<)Z6~3R zH)t5tk2Y^qry)?EZ*Iblh8UTG=66jryorn2HmpjACwaf3&?FrR_oO>ZA2UGIIg#4$ zQ;JOcR`$&9QcyqL(a;?zMPF|t0PtYtm8v?Q0Jo z>wQQahqhBC0}?5Ad2N3fSbAt(W7<;+iFs-IfKeIjwOqL~W*G>W3Ca*HW?;nR$Lk-P zO0jAFeInVp6b2>-soY#;(D``&(AA%;s#iTSODRWFfW63+Tm=GeGwVL4S3p9%tGxSH z88$h1I(7VHAgA@iPn=_5j>)~O^p=j%AQ#1n9y%&5Pp|pN&4Anx``PwJ2JVK?GXwuJ z&`4o7&&(=?h=8btDC_(5)YQjfpU|P%svN6$goZq>>Ay+rG+;{wkN0XC-l|nymVZTs z^VSpL_l;?wx#WHB=%B$lTIK7IAsy0}>Ym35GjK5GsiYqd0~u|CC+E3n_-E=}rN>Ey zS!=0jAvYD4elfHw}5P+2z`fvTpXn}q1mNG&Aa zZLp4m+v1)r?Je=xKzJGzC7uj^&)^~bzIdD&UE=2pAi`|V$9```e->|!AFJN!ji0KK z{<;I6P}(>UcPZHiQit8g5|#p3`+i|PyK^Y?uCDGgB1Gb7kBYuB`p%jN@oz+!ej3SZJ4=LtO2mQYI3g0&qr62AMB>`Wj!KV=D7@UoVEgkX z1_$%i1kQ6OAiP^@r>IsUdi$|0-Zm26E-E67!@jV8x3cBLf4<1LNhG*F^g)UM#c0mj z2Z2jkkBxf*@bSM9@vN#~Bu1w!g}ou-Xh!Az+2RNo9eftFm>7jsc`v;8&xT{&`m1MN zUUh@o7iIr6JsVh5zKY6GvcU^639V?7Bi2toduuuBgNVB2ukAu1I1;kcH@+YelE;&! zw%El$^+H?;!658xOJ^~u66lVYWhhVp?Yx5InB2pbcOeLQV$A8|5 za=xdcaMi5X{ghBVROR}YBZ!HRdMverq?CrorT+z2ze>lX$?3My--)=cDm1iKJO;74 zdxDo=#X!(gc)xdR3~t^NsX3n=hn8Ade-oP|q-}36CyS(ke)y`K(ZzJkzqXFQ*2c;M z%ENSB*8V0e-Q6(pBMEh38BaU!oQsLyEAwLF+4wSge@kR!CUldx8e|M+;KS@Y7x$N} zT>ebq>Mg%aum!d#3Ev^%u$KLJ%TgAy|I`m99?3zs;$gk{r@1(&dO>`{Nm^;(E*Q!@)Il@HwjW zt_;)BD-$6e-^{?9pOf=q#-+GDb&{J+osRD69$uwkDx&rM)@YF0(P4jSQtC`-I`T%`n-PH ztzz+PiX>3~je^bJxGK(dQ&3#3sPwFhf~~&4&$k_+f{?#f%;z5!hp(rc9vr1X$5l$d zwuFvGo9%ZqXbiksx5)nP0|R?J1xChC(IM)=)gqHjgVe>6un-o%*k>MUUYw#~ME&vE zbLDg>6_Q-L(iost)O$MYD@6#O4wvrMGRSpG_T=@K;hT)ujmRrya6g{4&Ayw(zpKA{nO>}Z+;#hwpb3q58nbNA}iqKbanak`bs^!-%6#UEmRhBjkOvm4O>4AFKut{;dG?I-445CTxlR#2nI?pXxMg; zkT}{+LtKx(ci1kLuidJ6V_8VYYEFwgS_X8mONMTLzln-v_7{Iz1SvS`61S8vN5(0^ z;(x<+WE{S5Veao38NH?toDy6pXx&AgezKX0T^z@in8{R#qzQzKuzcoz!is#vD;ivl z+@5hvQz5jQkLe*w!B@+2hdP$$zI>EQi}54F+xBU2i9Q(tCN&I=QZkf+HgCS5%JSMZ zEAO~#Dfq4HP*?qtg74`~Oy+hfUTtt(4EamJx~A?IToEN`R~gmV$zFs2w)Wx=nuX9j z;rl+RsQ{rwW}LlXAxgczPvcw>ZXIQB@F5jr+AC~9d7uQ%nabU6v1HsLlA5|Eis7)5 zrOTyIfLfPr>1OHqsQjTQ`@%F28gFmKNm}P&PxyY3{9Ae8N($fpk)r_3WqD4jmkTiQ zy{<0Qy%7G@y;r^86r#J$Ey7DCA9tfJ&xFcmgUKklBX*92wm>V+QUMY?tyU?g%Vfe= zmvZ{UW)cE<)4BJzlHmB=R{oHAHjWouQuSEOMv2EiSD}$yynK7^di<9hsQt@ypzS2# z3){(ZDMmV!L>x+N+S0I4GTgK>nuZRAKX<5`)3GzfT)E0M1DDjM(smkUplR;E*5$@WwE8eZTCL9-LVv0Jf`VuniP#q>A}HW6XB5fV$?Ff zkqF+Qz_8JSM3`U7Hb2bb^XHZENn%+ft^~DdOjyL=(MHl9_qFjj75{eN9&2t*a&8Ds zj|lx@W3kYCe)#8~-TCmAA5=Df6l`zsL(|5>X<6QDXqwyInFnE7t8NiPl_c{9J)evd=S?y4&Xgu|fHoGzb3^g?F`>6@suCk`xEb!ddTA)%Nj z$;8(SmTPCY{>!?KhKm>8?vNuw)uv&dEhZ8=+cmBTDaYX6tF?RnDktD!Oyoh&=vXKX zdTC`V2IJFXwheR#Kd|pvE#tk)7n)^E?cKk9Ah*vjX>Pxnvp5@PV2_%KSuAr5-Fy~5kuqp|JrqmpLZ z0LTRKof~a+M{xWN&ioc9RJYNNuV|St0^8x#^UlgbU<>GB-tx7E@4x6%)$tx6YThMqmidDR?rJYto>KE@Xj*bp1OlF$ zGaZ9{(NiB)bTi)(%epQKO$!c~IVAsjr?Laqo&NgBC)*85CI!a(g##d@n*VeAuVC1v zXZ44DiD32di69HJHurB zJ@oJTf4^d3p8cyYVm=l-ET*_G9*BoS@Fk~ZB%%xFIJ5Oq;B{^l=WEY2Y&?FU&{R4D zrm_w0xoWKQt>@BtracQT7kfw4r!w&Mxct1-jx+>lJX$abNk!xnzoG)6G{`wo(vEIP zhxFF1^44P+urqtXzDFPnTtU4LeT;HIl3v%p)hrL%fA;-2AW?vo2!-U@$^slyXwyrH z$$^rzsikaQ7OXfL(r2@>aD+SL9p`u!!g#H=Z+V@Ku)`0U1~=uxf6LE&`|3Qjr*ovX zCKrIrNPcD6QwZkQH*U7v#o(D1aZl39$I2GJ1jp66@T|O=SfiJV8J}zsk^gdG+Nicb zSeuVJ_Q5!%t^%~x%EnG@D+Z;cdC6CZ43(5!$+|3Vxa(cNs~SZ{D6h(oH2Y#?6dJ|l z%oL&Q>Y$H-crliTijTUma$B)+gZOF-GB$^Q6I67d;GwvoG0}sH_mTE8b_z5+k5b;o z@rZ`^uE%cmh_Zab@>rbK8!`-stopQT$q)|fBA>4!I3(FppmdH3O-hQX zl@JXj$2+^eZ)WB2tv^JK-q2xV_h?+xm4UZwCD*F5^08Ld?&}s`sZiM_XG{~IfhZ&9 z_LrN6tW-^(@>$k;Tj@>dk#zJ-$$osL#lR2xR>#9TN|BVAD9_tc3Qdc;{gFXsfb2## zQI;oIwhb4m2{G_Jp=Y&w5gm-KNDX0sI=24v>CtC#)@S?zIa`J04P(|@UHcg5CL3<< zzQXEr_^pYR0gLB0pAriu%kY>a&}Z6MitmGpVdh~B>`M%cu?b~BRw}FhLw=dl+j^mVs{~_s!r)89Z04IYJA|v3B~)C30&y9^bt;vZ7svT?c|P zKVB%sh@w~$KdX9bgv-fWmf~KKglIrdDX4F1y>B~~VOvac2yI(A9C@^N40BXq)8KVg z%fbpUbq6E`EGi+sN3%|2X9bFCG&q`j%h0O%g|jD^wN8fia?-a9KmVB+P7aoVf5Y`8 z=ZJEo+zn4lJe_n@Ki=roqM?kuUGmT zx@T+Qrjg#Vp0^Hc`Oh~qf@|>C>)#O(I{LB$Tc^x_*e&hdqtq$w~YTqerObof{ zT1u%gF>ue-as6E;7&Lb2uRQfo)pOeC6j)b1gLYDk!ENhPH+zKSFbD#=WxrDdduh9qR~ zz4toHan5l#!;WsGGD4A*oiZwgh9cv4et+H9`(Dp`f1dZb-p~Eq&$Z_REBaDsP?D|R z;Vw>x!(j9I3|~4zW?Lh&pVJ|me5#Xf%7Bwq&u_{o4SiKy`RZ+Xm^k8ky#EFjg98b5 zR7on%g`62y*hWQR_o+2=fm9eZbxis8Q}N}q<>^_gJj@*UC409g4+`}wF^xtY}~J)mdcNT_BRQ)W|3w@UuNJN`l+Q8_iNH$zaEPOy5#S#=5~SO;bY(jD3Q+ z>yjuCYc2mgKS05qcZ+R5H;{4ZM0T^+9U_*I-gn(KAz;?(?y%`<0)pOJZBr}EL80(g z%M-f^Ab7K)r3VNI@A2_k&?3S`oxdTvjELjTlU57Yq3)&p!+63Y2noCc`G;W5DqS0gws71^aSdsI z8;R3JZXywC(deIDvb^zKB>t2pD~6vBfUdJ!t$&^uzWiv}RBh}D#cKUcXM-OiYx;%A z>K%_D>-H!5Lz*wD3MT)Y+2W7H)tN1RKLfEzLGngtk`D&oZh2$cbsH~Z3S7=>IYK|A zH&{W<5sN3H;%bJS5Ttk5W8sJ^1}A)4Q*U`8`=B0y@2fAoTcjDa#{SZ*EhL6Ly%_nS4le0$p9BUhRTY1< z#?5XS-5ZQ0>$d;U(+Y$V)4saCM%2eaw-8#$s7m>H2 z{`b$*r2?*yKF*k3d(Q(u?d%pEarS|w^9H_8o&h-NlHNA3%pG+*nnMpeIY481L=1DS z6IPA1IUN0Y3nr>TIeO+U5c~07`#I$i#_hUArk?mAp6*UOdOR4H56;<{RR?4LQEp7# zeP0-gkI6h<@d!!9YvWHY@d9_rsQG~pKIpC6#wKqLz#Xa_GpZp3RvJIaqB0RUxV@qC zqeu*n%(4*p?;v7mtL|G32Z#(mvsxB%6=h-xmz~$!qRw<5aP{Oem96ftgFuWABS*w7wEHB91K8co7jKbFZjYgCw|4@T0g|*4p5i7 z`{UnKien0bVP0Qtp;r-sirTNGA$~D9YyM=DwLm;pztWp;E z7XkgJ2JIF(Q7Afn<;{WKC|nY&n17uWi;PPv5`NdmnG{)%+%Q(g{dw$eMLomw@kOBLcOOiHOo&ac-g@3HF*da;|(%fl=1G zHg~CXoM*Gzm+Z}id+_P2q88amYh6=%wI%~)^XryhS4x9f$Je@D{izu6{c5yvZyL%Z zBQUc&9cJwwlm_KYT$qiA_ls<-e4yD}FGRpv1y@?T8WDAN%S>OS5)feO+B4?HD z?G(#~#=TUv1!gvGzIsLxvdqDB?Ze!k=Lkrc+HyKEoQTA>BexcuNf?b}RK@y|@wSPa z8?R5n8V+h&WcxGNQT>p{jOllyHdGSL8Jv z4K9#z`IF!mKLrZD=McqDY3IV0NzU8E>t7I^Dc}L}cH#CFf$qcgBC#k;fzcTeJNW6{fC- zU3T;3V#ysr-_w<3L^+!Yzj{nY{rmKILmsM3u9XuKp}>BkAXw=w1*%G_*K{7_A}#Oc z;;uDREW4+=dZ$nxY3LDtuvH6jT%^ zy(&-21%sq{^-ew&Z@Nql<|pUjh^>zQ5;Yoje7`tkd7O%SrB`R}ndIWUc~@dhd@hP5 z&n+8zn~RG&QJd0ZsBjnY-5;NlhmOLqPitP#@N@bXbz?3a7A)nOls63cD!JON^kCrq zw$f2K0~#imTTG9S=Rv;M=n!Qj50AGg2nnmuU~p2pYxEfn_Ojw*-7|D()A#?86Uv8v zqncvmi+nizwH2gxFmY4##JKnyCUh=s$sP`2Aoo;Mt7HZp=`uE#!qe#(e^4;8gokcM zQr=Qp4A|=){MN$DV{vWRP3t@P=ycaPp(e(Jx~J)(LIxA!T_F}DSD1L`@yy@<2QTl} z_X0%{XsB3xvt3ky27xoumA>GCJO_jqy0VlmP?o z%Tsbc8IT_m9UgC_;ilBZfTD;zSQQohZt2bg{ps>c`QdqZ*pqo7ke>$gcdffm*V7<8 zWd2m8hmJjmB5w|6Gq9~+#nL#7f%t=G;_uedpev?UUAKXT-T9AqknCv?>fChVUmy)} zlJqs_!g+N{(Y$+##enxW;)wIhe3XQmEdJBSM4HTAuB}l4%C;}cICLW)^Klabe|h!N zcw75>gu%ccnT&HmU(gtP-Ayf%-~NU(mF3GX@s#r zD@zUaz0E?$hEAnxgaWMJeqi^Ttp&)j9mmNH1(5R4GoQU&0P-%s&AY@3Ar~p@kWyX< zU4G@Y#+EFM#Ff1t{=|Y}&}+-UyW)=u91YC1W*|2-#T`@SyM%Cf_4kr$B@b^^fKKB|9x>g3Q{k4gU zf3e}!ClxtRI@>K;+sKBQ!+qUv4Q$k{*!3o*l#OVI^dyM|HnymjEWdP=1Hr5>c~OxZ zTpcQk*JE?=h_bo=$Os1m+xROb<+uocb?(pWW;T-khM%S`XCqnYqGHh)3ma_qKi$^K zg6@XF@!$Vgkhwf{Adi=yx@(cKgFhQNCADA8Q`y)&-Vhw#&Bie=v8YS|4u%6ePsKK| zuzKY_y*;Ca$V%K~zwBlqzO)|OpZ22w{CPXp8fzBfn|rzAIS<}`8sEO@4~1Z?XYf@Y zV_{m)`Epe#3-xOy_1}|N@OkJOmpoN~RW}8yH)b<2bv^7q3r8km2UF873o$Xns;BJ{ zWuhv#J=BoIL?fS>mY`?>@+e9nwRa29qO|(U8HGX&)UA*pyvj#$ck_c_2?k`)RpOUV z$EVg2a*Zq<%`f(7Xv3oL{l$w85n1*|N2lTAC57a$hg5k zmCT#y1`!(eyOIA zp1%=FeZzUUBztXKIfC~e>aRadpQGY~Qkumfp0C$3{w5T6kBsI$vK}!j$atA9dpBl^ zgi1kru&f0cUIsfg0_MnAd`76_f+q!@SC;%ySIC8yB{Qb(c`kMf_Xe+DMnNJq+~|}X z3H{${riNY;Q4zy-6ZRk?${1{-0UrH$}6d_>JmJm~}Nx(d#c~Q+!4*r_%%6zexfciZa=9av9 zVyjwh&%{L{m;)1I_xMTB=(O?hrDFj?jHw=%tO~gpcaIoSW z5wz5TL-Rg4xMbTH5(X8dix|8kpy$ zLw$Ykli?e@zJ5Jvp<_=LR09)@OfF^Pt-G>wmVX)ygynv^MJM4?OUM4ih(yHgN|(md z1SnPrswNF4AmY*2E{%jl=-bpwP5hUPmOV>d1ZEa3&h z;^5M4*z>C^21U>GeAGi?;67%1|5$ho9B*#6P5mAV@z*miXQ=Vm+;qY;YH1=AAH}xl zRwd!dv%nAkOylu)(CFjb5}pql)1FEgkHD|0nI09L2&ldtcuUfbz*_0r^WvOn#AyB6 ze)VfCs;89Iu9M;+c5D5o@pFl=ON*pWeU8P%%HPSmcSk^ZWaAw^`7n5#bEZVy4n=s# zljioVVVD-~>(Dw6F7r^KSMc}%*xIUXfVMX4oMc)pERJa?Xyf|v;T^D7#8^%^(qKSPeer;3R61-$%^ z`u}FhCd8nz<8SoQ|DXRBy;Ryb9x3L&z8Cls;UpzEd1iSsX6mZ`U9C)kjNhYu?T%?k z`{hJB%i~vXH0W+2#$r{zUgmnsXoOUSV!K%s@?~%AH}Z_c*?z^2%e?xFExYTxZ(}TG zJ`iSIh;g{~^lG!OT>`@V6{aTb5^?mQ315k30t)X}NpA~{fX7^}jd5Wxl(*>iGsJ>% z<5A1q&#Yj0c$>GS-w(z0JN%ubLlJmQz*u2i6jn*3lu4+?z^qMRC+S-(7QRp96;4HA zL)5c2fv5mX27Ah1m-R)b9QDwJyFNH6ro-&|^#~_6T}b!5;*ZetpN;M>2}Y*i{(6a3 z5eR)BlVFh^jfkrw=L`d4A*uW^+~IU6ru(;T-QD01m4@S+sxJoONciu?We7qf;pC#Y z8=+YGQtj(G=_vSo(ca!y9E-|7l-%A$3GnRX^BgiyLW+uT$im-bEYc1)c$6K7=a)+6 z%jJ3V^^e*6`~fjgxaxQI)VCN^&}3ijdl3h_z+1mBEhNBDd#%&&#AKWjRI|%`mx`0F zbp+Rq84%ikMTGq%6H-!MEslz*_#*rHk@2@gRI~<9_e3UP^tWZqS@$IL1(fE?HYLMT z=fwqg&omsoI<4f=nt}5v@6D~9vJfHGy5xja4wjnDhsACuV28N2i(=2?8qq0EW8mY?{ngf|jC(d=v6j9B<1(YtDE~C_M+x4vS6qEFmC6+;H`^QUV?b|CG2=LqyM&?0nO|Bxv7SVMSG= z;9*|)lzANm7V)>U&I^%27`{Ch#?xhG73b}3k|cPkX7p7Dkr1`zP32uvGPZ0SShqKs zf@_atXMXhNBGzv7?btLGu4efer98j9Rk*EQPmTf^kt)?YYba3IA2%juM?uIn?typ9 za-loTG5wF9iZA%^O~ND(rt4Flem+9OtuKZuF<)pH3tN37pGZZx??{CF$y}Vge7ZBi zBNxZBKWfL4;2>E#I3wP7e*I_%_ zr$I--vCOQ=LOLk1heDP<;_>)5Rcoi`qhf;bfNIA?smdzpujdL-V#t5s?7sr6eU`j@ zQEfg}P3x9k=%C~5%Dr;-esstlh-|V@p<{Eet8faP4nLFjZPZU7O{Fd;+^|2 zrA};gnr^kH-(+F9{kV`{Tp?y(z1hk+7tG*6#od8F^cT+e%pY^30-( zxswf}EsptX$UHxKF8tqFK@L=2^cx)5!G;Lak$%sH1(SK5Js+)EsLN;aZR4Sa*-2pu z4(}d)lhTH(*idEqXI;+Z`OW27W0evdG#>rs@HvHp`gDE;qamI@_HrcMmSJP+*9Mo- zgKRX~e0#IZmJQ*7Onny?8@HNEs%d*TIPmtlfNdoQ-e&#&XLfNBx|nE( zBRI&DirG1`ii6MXk*%ZQ>} znDrWRLKJxSN{Rjx-p+>Ko#PtEdHC{V*k|rA8{LPZoc8kgLIj2>_o_H}u|-*SRG*9Q zgCCm5O1TgXx%u&yJr}onpNQ=waZuLuzRKt!2T7%kr%q*ZP&2;GfR8tycrFtzcT(r# zjN6YnFA^8EF4N)ctworM9wj_TDT3XKwF>=%MVMq+w+ha1p&+CDCh#_Ip84@+(M2aN z3ZvA5yB)Zg_G=ouT*5`Y1#^CGZxK&F1U_G(6`^TMM!-(xVnoS$E1k_R#{E0#6K0Q# zLDDnKZ5k@Vljne3=!e&}s|UWArxNyiznVl)sg6uyZrM%N+l6D#J5 zku4E>uk}U=riQgMk320wq~n}u7NZ0`f|uylD@x!)&57S$Rg5}SwI@%yiV<)0#U@9n z1OtojQd`cJ;F>y-zNNPWuNN|6=X^`CB6P~Fakdl_7c@N{Y%4>{LaznEv=l+F=bcgo zOHuD{*I%zwiuNPw#U6>JDCTalnVc_0Qu>Q^{Pty7cEBupRa+TS=H8sJG%JU$PY6fW zwjA?+x_9}J%kVbOC9>YO44;OYW2OSiAkuWM;b>DCo>%BCanUNrVJX$vO)tyQ(>E#@ zt6PCI-Dz#5XB7~NzUA2)R)Jf;rq2a-l%r!?=Fm`PIU*J>*CiJ4&NWoKm%lED-2S`# zLE9@}08&7$zf|F*PRXr+?BU>)D@~24H5HhNJZHJ) zRXN7_c3IpBDThHJt$L(O zuE5KX{E)Rj%3-zNK=u;794@+Rj_ye*hhNyIymz#6JUZOBN^FwH`~JQEI;{%0n|bL3 z5PA1vP0pYBT!9O3X!%D~ALAx%DKW3V9OnpjeF5vsQQuOmMG-ECkH1B0Nkc~!vE z`@nloQA=f0hF6rr@tw0?`oU6k_KcN#`SIS#_M4VHHYF%cy0h+aPBC)N%njeVU5x6F z3QxOiit$b{sMo=(7^`GYI4Zv?hJodE0TYE1d`H~{=Cu-N4;oknI+oy|eS_nHRlGPt zS7tm!xi_ww|i zpfbyM8yA7s{{1{_%Eg_Ih);wJE?%mIw|sZyqC$JtYjzz6@%F@J5~q3kUH)LfPL~b+ zDr2#Y5^V6_5uVZD>AjT3>Mzrm+2HHG!8u;chC$uckU=31XkDWR}SlRy4mH_C#3 z7JcCU2^LOTER(d@%fgOOXTOG(EHwVA`}b-e3sH&&6X$bSP|Ez9RW-rF&X26W&rY#% z<@icZ|3_@JG~ex_tYcxb0kPbKQUKGKw+q3R1<-pwalcTl07i0;ZWQJhApC;JaPWgd z1nbk|KZ&qVHT>$*gcS?QO>=zjYgtI($Y>eS3!%~1<8Z*83D$`_)|a zkHrHT?J@bd>SbhdLzIclN@p$>bTM)Ce(?q=-uGA!j*QxGF2uX={%d1|LbxCOpcit2 ziL4u$fii~}sN6ajF4RoNtKzcdo6gd4QeM$9lILUUNBW+2S~4JGS?};~o`JM|OIvnQ z@_GI}-7(&fi3;fe-M~l&`1{+e&XH(H5xqUX;6X!~V6ja&9}QLPD+@!)G>8P7W|Cji zFm$M&`DT(1sgA`I(If_bsA;!4fq`{7CSf+dG>p7HX7%+W6;ne0)!TfcVwaj(=Nlf% zFg%-2Yvp0{m#L96YBanxS7GRP(y(&r%ChsVbX=+#tPS&~qlXgprs*3Mm6wfE>fCej zPFiJ9oj(^b2@8|*Lb(uherZ}0k&D*-A9pRcqr%Wz(?e@b9>^s>RcagaU?aR_t8aH6 z{AAE(xjh#;&i#TtN5~*^2kE`tB-n`L6eOmRpmcO%${r-?O!aoQw0B?sa?A$hfAReB_q~5f49FT5yXAP%LwHd&fhcYPk~C7VvznuL&`R*9|uEhRz#-?!}*Bx1fG zQ{He15!JD3H{uJ47;=5SMdm#T!GeqF$@yf6q%J$K;WPzK)|^m>ISN?M?n>@c%0*Vt zkz4l#NoXm^w4huj;KbLXrI&_tuzih=+gj%woUD{sojIEWyNTH$P2SwmDa8>Fb0LD# zEO=nqauPZ}iTV{)^^dJTZkz@2g&1AY2idSqdysnHCGyh8W4^L@z}{dvai(L^dP?JsFiSd;;2Yg($T zXcpqiy0-j7Hf#a~hKu+zG0)02QR_*8s{U73@}m?CU!RIGxSxXBr&$+IzD$MDEH^8_ zEgh_tbBeECXF|iOGi^$mI8Si;FYCEPFO^CN&NER}ZF| zo2Q}Sitw4!38|=*8&go&ng*$--hbnA(-Hr%e1nW@CZa#JuN)%lb{7SdRET7u(BfdC z&ORDE-$fpNmy`;zUYDw-^(ioXY~oa_p91Hy+I4Kb6fACL8l}glLgIne*F0J}6a#yO zGV?N#x%SHM-7~U~^HNG_ZXgZ%iQ5foucV_@@^#_b`ZR?3l@(PSNry_La#^Ej2C}Vu zx7`t>VYDNtws2M!ek=1H$gau8`{|ku1}^t7y{O`fs#7*X-DcM=TuQ?m9xtBi&VYjF z?3eexWT3Mf$pP!Az|Mu3_?7fH9 zzV)#KOd2kozxiAzC>_y5`kT}DrGXh;5=L`KMZ2e^hk;xw_(m6Ah||;XD&6?kznXOT z>>E>Y+>?o$#ew6l`ZVl#ZA}w+O@nTHR#4@-44Bs$nf#ngLZh^3b)n8(*#4X$_?DZ9 z(3{&W1}`R}YIL^Fyw`UTqo&(3G$R=@cXo^3A^-6Uw!Ev9nu_`+*3nSObo>miFt((U z(07xvfCcVSZ$9(@rrKu{GM1CPLFl?+1$bVH&Mr5$25*z zrN!Z4wc-nxy$P`LYKS|gk_4+qI!-^sQm}(tqjkNL@X1oJ=hE497&j`!2D>J~_S3&P zF|vusnywTBG zk(GhJPhHX2GgCaL(Q6bo3rOVtl1O72=}2gl6i_Z1TNzoy&KoS+OOJn=d$U`4}&=Mbd@W6GMa|u^TTs(qO$Oxe8EIgdp2rb472Lha?oSj znRxa@E;@TxoH;F!i{F>VL&UZ3Aw%QxpVZiFy!ml;;%0U>4k|2oUZ#H!pQRVo^)JbR z!CB_aee-g0z;%bqQnmZ|pnPfF6W<3ANxQB0xHAv_5x?^Kc0GW2xJpH1UoIw+VkYi# zbCL8WXj{vHTvP>@7tH*Si?NrC*;%Fckqxz~NWnblyme5D5XeU%n|)%&pL`Vk>Ph*! zI3J%E?b;+%^#EJDKAcg!`2gM@x9NIbet?kRI}vwO^1xdp+IUYYADlN+;f|Ld!m!Xj zI^uW%tZ#j1FDfjAP{o!+pV|Vfmnu8>;$T zs9bOLC_sMpz3o943(=LzFIdehLgnSr`_0A0a7(bfWIIxV5Y&|Zb|^;7qag97eTDGK ztj;L3y~oZ?MDwTL}$G2nNxoX@n%G`HEXyC z4GoXwWq%gK=|QDn{-+WwH}z=I4k?9czG84!NeRq-v)%G_ixHMRzr;wh7`oT@pLlFj zOwMWJfm#&f^OY=9$>|cLRknnQo+(Aduibi_f2Byy{eEY2WEoz@44i*_r3@>r-A^_i zDuqIzg7(+G68Nh~zV8$+h5sh6%WSh!tm3HfpFb!?c-(;VbKNr7zBm{Au(}MA0Ymk> zZRwEdZ=4%Srz3FP%T$HsbS&k~F%VEH!^yllABktBhzeeQxihO2^CpgQA{$E4_95N7 zZ&4YXmWcPU63VdaSwi`MI32RhBHMya(;;P`>wTk!4vA+}N7+0&G)06Q>NU&oSj$4_ ziAEXR0(D09R+m90%m3+sR~ZCeE^PiONXHMMsdCw9I?8p9YfjBzU}K?tsN!`7B!4^E zB3Nt->_h>p4wUN@4-|30t2WxPF{4o1tT(#ClVR18M7@4rIOGlVHW z!GM(8zbz`ROav=Lay6Bi*l*nYcd<4DX|Ftgw0@)`uX@*>+XO=*HePX@!+>i4-?lMl z28?=ct+M4Xz{pSCcT9;17wHB$rY{p#akaHBqD=gLEtGsqkpbTM&YVZFWM3+Ke{DHN zhplUK$3I^>Zil@7@;s3a&*Oe|$9w3o_^cm&$AE#ns)(0@bOze49nAmJOUIj6-UmNS zl)?8ui;)Lk%kbcGfsNUVGI(j$&pbuuGu1{rJGRlGvDL>+?-3p0TOv-(Fl6A*4A=Qt zWW6g**y>|NhhdPz&Y{sV*bL6QtFxGnS0my_nziX@Uv;|3CytJBdxtk$l^Cd3eUY<} z#HBd3uV>{JCLGgq#`!d|FLhlUenWUrFOi%AI$rEvk=W5f$K)ot#X6!4%$|9t$R>_~ zR%Ra4L70iB0=u?J#WJC~YN|SOAq!>nrHjAHvk)I`yD+n#fm5Gn3aEM!Wae}qG0dKYO-G(OkAiB33{lAk8S;!Ce zadD1hVc9Rsx2|bS=!y?38!l&}x$N)d6&sicnYHP+`g$gQsdn68CNbe#{ri~W5*BJd zh52+{WezPMsAl<>5y>9NoYCfw!-mT8gwY`Sfc`EEZ8ihEu9mKL+%*)<}l7sZ5G z&BDzYgh$8LyVB16|NJ_4B=EBsP)qN%SL-18cK=qMxtR&~J(rSeV@TZH5}dG)OnkGc zm_Fsi1a-P!e#2n~E_^)IwQv&y3t|?md~3qM;oBp&SL_+kb{1)8un1oSb-#$4G9i~7 zZNBdV6B~@3%ib+u;n?Ce!~*lEIeBFDU+aM&2IPo z1g%2zZxy^{;K;o2*+&eSnElq!chPkwGRsF!n*1Q=u=(Ci+Cdf~gMB|V^)ewF<}swu z%fNWZ*6@sL3<%sk+I`230h6AkDavG=V7`3!&esgoZRkEON_e1VkZ{yJg^9vFG_{ar zEFA6*bZ=hDLSml2^*E2jk^c6G_H)Aj4(34pZw9t>*6J2rV`9zAg3~z) zEY#I@#fcWO@Zyxi(?dq(Sj_$z66aHnj!Q2%S#B)I2(yKc&t$e+;kEMU|aB0z0@lq8&)HzMvuJSynF8OjRCW?z#w${?^ z1mA3Ro)hWKg-_+R(le=Cgtv-4GoQ^v9yhO$;WDdPJGN2wy5wZ8kEY8_%3mb-*s{}7`I#aQf1;E(&il)S)YkkvYVS#2 zI=s)tbaFATF4Osm1`p~V>!|xaJp3Gf>bsJxFL<}rd3cnEaCggl(%L-qx9TP<>yYoe zVpC?lrXb3YO)^TR&>*B`Y#2*nX-lGRVH1U1TET(tG4g!B)~9K0E{fkJ?zFhb#jUn& z4I$+e7JaiY<;- zjEhI%qgJ-yLaEblQm2PPul@V2PP-|rcpk6v%8Y{P$(c#Zwop)+vN>xWN#V?Kcl!K6 z!aHZRWr4@J_%ZuI&e|tjxNivaaxvv$&RRq7^%M^S{Wqlo$GK2n#;koT!G)g09Lu(P z3QqT4@65=dps+9a$?$&^`dw}AcC6#V_ORYj@e(d>-1Iy(Zy^t38`p@-`IG!jyLxxm z^YA5gYHzPNA6s8J4TTPKVNzoMHJ9X}^M|K((qb-jHS~1-2uyFxAfb5-*t|Q z@tNfiKnePq-r%6ea1bf%?JveJt}(DmhAUL`)TzDq>e1rlr1HBc+ z=vDI|IrmPs-clY8O6pk+@8F_gfx(5rkNsBwzBbvx4t)u}Dx+-G}T?mHl6u{z5XZ5#RBJ@F4d4*38TEC`j%; zSpDKV2QG01!y|t<2<7ZK^p)@>L(41cI?<;!9c>QdtrXVHSaDragXC>6b(d8ag~+Pz z_dB&IZ2h3t>pYi2#fPa2#hMhBrCpO6HKyP>L+=QO@VV*s7q4PdQtzAJ>1OA0adPK- z?>ZA6>JMHBaA+cVm~}Q`)PRfbkLuD&OSxz~<|n*%4LRSE+-VDvm$`l3=C!Z6h+l29 z_lFS=MSp4>OP&y&>q?Eiufc~2J$Uh#I6k6B9|bgAme37!Nt}x6eI$OU|=n*8ERoyl;(eO^^c*>ykab_a*aCxbK#R zekTu2Pk+pHRO7>6h<2oVJs+Fynm!j)=ArnLjj!%Kl1GIEjlHp4eDnDHCy&%$u(R~7 zd9`HSUFS{J7ZV*E^_lSSB>EEnR7CnC4>G6o3LN@**cLl4;>27YK5LogSP=bwvt_N( zKr|P0wTjQSG%gBURnN>9J~mWD815bUP*LOQSfYV8W;A96Gi6U;9|gL&w|-LT(~7}x;>E2Mg3is z=;vR#Sa)B{`XJHU%?!6|>%Dm3iU*Ayt|I5q=Q2}-@WH<#w!-Kq1#=6DT4SP@_sykk z58WgYTdPaPr(EYdK(?(&!8?D@Do@coDcc(05ZV=&XMFDSf z9|ug+DYvQy4t(|YnYG>LU`tKR+d(q!mN{nIBSrKx`(@Z2Uka@wd-H!jp%A7X@yPlQ zg@Xt7r;SLG{=7kbyWM3D8eB@l-|pk!p}mmg8Pfmn>o!MU3+3SG6P9WEPY!OTh3|LO zrJ(36-Begcp{MrS`&yzi><}zC5g;I+W;GivPmEZsI47 z&5Mn3B0gktuct&q9vdTV_Hr-6+2|j+cjr_-8_%j6j%WJ34w^DFZ+Me+O3h-nFxhN4Gwct{B51ukB($iHjkud*YY*?`VB;^3 zkkq#vGs_XkJl~`Nc2b3>Ef=}UpbI#GBI4Vg@Z2z;?uSc9Q>1!5el{E;Q24v z^J`N$P*hS^`#78AM?C22R(}c-{>>-d-cz`C!KrtlB^TQL_oA%gDZEr@k2dFWkn&x< z`PEepoVUprMV{t>OUdR1kny_BLb{31IWUg=VL+25=jb7MingEhp&JT|ZV`V(7m)2) zUP-|>Zdcf@WDWu)UcdJg;UM7L<1n*vHndCpgJ*wZLx254?$`tyR&`BDYGxcfzQGw6 z%iusQTDR&_H`(v!%~ffl6fQIcgq!?fBjMg_Yr7+C9Be&T(&WsBugj@RHwoHZF+XaT zNpOZ#iIErwd6R}-4N)BE9$(+Z5vK4ZB1w7&!Jj)<-8e!1AA0mqz^3zTV5HuIu86EMK;?mp&&HaYsMz^l&hRF z^z|zREA8uCb29Fo$~ILECg=1{i4#NkXy|ysVe}sxXZ`)=NG&6I_+4ObcZ~2q&tKi^ z3GpKuCq>th{?YbGATBA2!qFQ08Ofxt=q*pP7e2~C%%TsfHcL2A-#trk4#6#+%PZck zBRrq9a1^*j_7^8(^^D|I%_(hE(UbJCMq$;~P6}1cCs!>Ip^zqiddKSXq^>Ft44fvu zIE9{auRfCa=#FXmO)Z4Kkxfd$HbfV89n86PpVZ0dJV9$o(#PlYvxbgvVeq%6zBrBo zv-elaE5Z}))f4-oC=R|ROP#kS=<+F~NP*0kyE0{$#K8F7)JJe9xrKEiDeRxApq}nPfw1(p*=L#20G7Z{88aLFU?J z>*kPr*9P|-^^%}aoctr|z#a-UXWNH(+ldanW;I?;B=>`lnzH(*NL?oHKG=1DjaI|b zbbm76r!c2qZ-9*y$*-ct{pO;dUbfGgN`=^ZvDAKaSjyD_I}(L zXwHGS-|kpD!fO`=UUoze8_d7ymh(wmx}O$yuJPtT;o8>Pp%L=l_vi{=O8;dVk4_AU=;ec(a#aKP!h2SNARmNV8799WC61=R{TSa8=Teq4^i zdvBR=_b}o+s+SK(y(8;68eDB8zH;&<|Kh+b3YUcHLOe*F=hUhk(Is_$@jttPeo_a1 z0af!}a!CE2pFezpoY%1PLt4%~3N*LRUlyxyAzYMO9Z&8%+pogNljy!*dzQ#Kk~i6n z*ADs;eV!*JUZ$!;;mJPpY5#Nzs*RD>#>5YCz73YI@aH1S?xKYo@e4y8H-?|d5g#gj z_TSYr6!6m5N}Aw!lfPYI0P*dPCxjOzQ3#Q3{!k&q#q0b%P7b7hpKN?EB>tU?I}fWh z^X+*!SuLPBP5N_(XW%m7z3Avj!wCwjW^Z14 zouHD*CArtcZwd1bJ*=5e`rs~!tKOvlYG0_@;zRm*Wu?rLn>IZ7s9V>?llz-aYxC~U zZwVi~sVqA2$pZ1V+`q3V1U!qe93Xi~`!c|-E+_vp5sG(L;=$(g@yFN6z2{YzyT>gh zK91)oH3&u%|KMgXJXX(z3v>6W*W~`NwAej)X*U-sAJ)f*3-NG>%a*zs!vp`kSfP#r z@%r<+U*-3-f?$FB)a)%7|+^iLj0E1WkDyE2p*!eD2vtkJjl=He2~c_ z`HUR*86x+&{x^<+yUy{^Usfl7x`U4n742m?&cLe+!hI@*1Z{H9GrfWH%)BLQuJR!~ z|AL3XCO-BZOnvTZ$A`G=((Q5t6Mg;bjwJArq|@egr=5>6nI}J#w*V@KgH$@N0o~rS zT|=G$qS5r-qMksQ{mxS_!uVLbNqo3yH6MrkKK?8aCjRI2Zh6r$a&Hb((4ZOf(f#Wt z&y)DkjhWl_N4N3e_Fq`bB2z%u#Ff_;4*U(Dkd$Nb@k!!p4_}B6PW{%NK!Q29GL))^ zdARQN^20lIK6Y&0R+AsX$ARpsX`MHGl#Ul)sNM+7OpaYg#S!$iHH^0fRBPsJoZP^N zPL*6DKJl<>@V440pN9kbrLND4h<|)}HlqGB4*`kkzIH45(3D=cWcUOhMx(5t)^a`` zSt}=dz2l>NPpXDi9S<9t#b%W$@X#v4{wni_3z?!@|6+b|5i^mqLt~JOs&8uh*OU9O zsFub>uk$?6rvn#-lk<%p9GpJX$b)i%c-rr0C~0$69SI$rcJ`bc5z3at}LE z;_sQAOZ3O@hqA-~1;1(2W9~*ox2sF;%s5T%!?kwjy7Rfn9{?J z=PoASi-|rHsf^_yME#-ri4YFX%Po%FNyfD3uZ`P?UaKk1I|~Enk7Td zjNVG9f2KxnJgme~)$tj1*_C*I@ox3$mzCJx8z1U3n~n9yjK43FVI!lowR=#X_>fg< zW6pQj(5hduy+@Ue_q*Kgo}H>dhlZZ$oQoAOp6l>IU||ImPoI$7(q4{H-BmGqiWLwl zvKyO!xdNB`Rxb78SD^me6Fck43Jf_)lyWUAvHtqK@Ff%F5D$Hb_jcvr9*)&k+Ek7| z+<@Qn=aj=`rmSy@X*rxL)rH>PEJv-=mF3(Yne)s$9`FOqGkI(b{n$ORxg%L+tPN_tdy@s#(-U^KQDP>sL zmqXQ9MA*r+9F-sC1er(5p?PJMu8?9m1S)0oo`jbpXY^(JB}zF&?Fq8`ewO3UQsUJE zDixUFr5LvCE5~SG`n%QIW%%;@ky7r4GN|rgu2C5+#ZGDYqM4~uEDG0%Y!xa)#V4iG zX7w`6j%b;a{mallFO*v_TL#IcDayf-QfzfvyCYAe6u0Tig`!-g(D4(O)$J<5C!&`3 zou4JR@UH(;wPq>OESbdW=u!y3?{$92;^(1p=e*uj22shHt^`I2=53VfcI+sDCNc5C z$i@;VD$CxzH$}uYu|NFtQYDc49V4?lpagC|teX`FN+57=)hX3Ir8p`<7-&i^g^QWL zX7s}ns15b7&jb*0Px_6J>Lntg=Ua}FcM~Do*8jI;FA+7t?Z3C{5%H>euP9G85yC?i z56*ogLZmBZTuz|`S`C3p?V%<3N4VOmzd*!Oi*n~iyJB>!UuD~Hvk3JqhxJ4n3ego> ztLH*t;WMXer@s^;ruT4LS9lS$Pml1(94*G{Qs>X_`H5KCNVUCfMg-H2uU^fSh@k@s zcd{&t&|K+P{3fmt#a$8^!Lfy4-#QuF&Ei%4z!@!crwG>LD$g@Li?L_fz`uA05icCa zLiZIDA!hcsZySFJgqVl_zP(fehOFh*&~L@)Fz zSHhzrND=oMne8k_r*3bdH#ZS+ACt*{4T!&Fmmn=N_KCD65k4r+ zKdxT{g=Kk?PiY|tq1hKi0}GMU_f}hbs1OQT?#Yv$MYs_uW4_y=7>y%J%vLTUCYjX@ z*0w|({p9(S@_`8H=ldw}zgh7MMI0O!FUHW>j>?P7LXJBdEsgxfNuMIDk~7=>lI3@fMrjf=r5IF62X~zdMCg5$u^T^G1i{Dl zNe4X&;LVH_NgvF|3gO4S^wN9~*|}wx%JOmU;@e#|j|xy^(C++FvX;(hi^E_PH zt-|kbnup(llmB_KuwXoj?*!|9DBuBO_04?fOKL3?=@x*xSAf6uR{`QObtd*F6+*~S zO!*rtj$=IAij%0hh-{mo6kp0k%B74~QOq3VnH9LuMsvWE;dda+EEhvlBKogC%uO%hnQ!=TG7N|e?kVt zRvw@7@XSD`&ASVuhcnQ9b(QDm7a7pi|5np?Iukw@gw;8JX5#c2b<5a)nK;tL-8n%_ zM;_C<7`ZsTiLr(`T??-M$2l>)xNii$YlRJ`L36h8kW6%s{O;T~eCu(|l| z{27TPd|k@6@V^s}jQ5E?k~ibfAGa+vnj;RPt~QtDt>Uq?>wbibV*lArMTp_!Luf96*IW1oy=y(f0Pbt#Ddz#QRBkG)R<2mFqO6 z;mdlv9Mq)1zg%{@bUo|)fPT}8l0K+OaqZy+lJ{YoipHbJ^}$;z`9MfyaD+Hw{}o^rz0%q$2JU=jS+L5{~uSZ61n*ez)b6@mzAqN;*HvyS&&J~JS6$);@dPl0**~&Z zC4wk=IohN%8PUn#N+)$wkfHN}^vNm#5%cP$!u@fuP#?O>w>=)ltMwj{mk@=0uQ|?QO-FKs|pxxY|2hpb^gJP zL{&+GubaKWdJB2N=7>d)#NEE|RCE0kWfP4|ivOneA<#pU-e3;T_Yul4@UL{Uig=5r5Ik#j9t^!edfaD92mGrJIm1e@ie!Tgta z;1io+pb!MtrRi%*j!)1cB>i&ji9mb}BU10>hrqicOH*PX96K66(|%0EU?b=Ks6p2R z+^ESsnJM-Edf0?}6B01REx4XC7Kf5|YCqa`Mx*ndJ8{V*2EFcA^LMF7gSsUqYyX*O zoa>A^=)tm=+yfS+)FM%5=5k}{P6T#WoHx9&7=i3gt|9BdXpD%)U3L!*fn#p-^Vqy7 z2>Gvd9Qn%1vjxXRqsOtZNe$e;^<*?kwBGJe@QFk~N2Tsj-Y8TT98Oy1eU6A*a||=t zNbJ0`>wpw@0>*sORmImQK)PepEl@uOPww8`ev~^3LAM0w@2ro)UhTAbuXR!AJo4Ws zGv`Ri-22RPe{B@<*X>I_85@PGYy*H7D~3UxKtQ=G^8Q{cQvhl*(b!|^`+|Q5`{Q?t|jO#X8nbY3-a>430#tSei7H9OBeXCird~P*hZa1pcpr#_{#L!E2*oHQ#FSp0ab(3Q zsk6E>C>mA*1ro+zqEK_#=$Iij5>XXa!oG76=s8s7tEwIe`>`!LHBAvXGorNNxJx9g zQqu%=S4YBdch6~s`7pQ))}%hW@d6CW=l2IxL%}#z7+cd4iZ^#OWSkfw*pz7e^~d>8 zyeifi8`~a&C&M!Aw}D1fkEb|4*w=2tpGLZO3GT z@afU64E{#};1$=5nHzYDv(`!Tab9BTk=!%_vPs;d-~(gGlTq_VZMl3uG@dZ z)g4+vp%Eovt~e2#vi&-{8;ol`gEyPIA&9UjZ@bkKp94jI4efBou?&~Rg*W%%A#Z$< z{`o#EL$~I2PdgySC8l*&&k<`6@rK*}dw{dC?t~YzmiSU-+O;Ly7*QhHf(zk#_*m;C z?>DE9r0I)Fwqtszm$p}$Q`g0L{;u4ji#h~@|30n$d(e>ZC9QDIp52tts-&D96=h1` z`F84hTayuCrlnQveXAuQCU@fUntDgVSI*00V{H!zlUaTvwtrm+rvHXQUeH|#$4Z|_ zd-ysNR>`b8^y-ZZfpU&VH|V4{fl1sieOlR@u%6TwZ>#1_ApX|6sqn;|@TyKT!T;g| zLWh=K$DJz=2qy2_bJAbA6I8Tmagj0Zg#9~h=-dm!NFt!8Lqwr)w>$r^2I)cJMGU#ugrN6B&MS!3g%r1Wm$A` z)N4P&whb!riEsT00s7vQVHTFnbaHMQ^(XwyZ`s(g{D?5(e*Ev%A|FDyS>KX}wHx7k z{fTytyWWHeZ3$bQet!aW?7f3=WD^#dX%~73RA@;Enya3qf?-fFzM+c( z(~PWMV+sYm#<2;4R!#U;UMzK#or;Q=#3HQ^O?Z@4zdog|3EXc7-Iy<%P;X7^H*BDy z;Lf9~qy#D!Jfo*iJ)vTaZc0zRD-{!$4{M5?r9th*nh0ioD?-C-TZ1g9=nJV53*~D@ zC7(+;(}@Zfd%1I!0aS2!4rrC7QXw@Ty({K56}^>J+IhB3xO?N*au>_5@i%ql;G@7o z(PQlLCJKVyGK@$qRD5x0AjLLP;ig*6sZ~qGNqgyYR>sYkKQCUFQ%r?yoU-1DOHJTZ zA?Z$NHleoN@kD@H6IxSwWA-RE!Fh4D_OBi?YMTW*9tKijny%!<`~X&$tIlJ zcz(jrg$gt0u%>kmRMZc6s=l_OLgkUtm%FAcen!KP)GaES%(OMW=~MB0LNB^}kpdGX za&OWX3XUBs)lXBWVrO{5wOj8g*d2HLs@e%E&dTgR_O_n_f!@Ko{QXp<{YbJ>Zll00 z`~JiyG6gSf3D@H4C|Fb7(0;ax0`u!ftps>jesKrCA#+f{C9oGWxm0NUGnCW*-Gr9> zl46q|O&E6m;$0F>LH91&vioxiDy}=+e-uE0nASpY`lRcn%6iFx=|2u z^5;`hBN-x`J&u{S6u1VNh_+OcvA)mZuaOA_%cSW&TMa3ArkwbUu1CQ+2Wn7VA{jJ8 zmAvC;DNyy5emJd0!3C1LS5FWbOW%_M&mX10Ph&P)&YO&s*az~(dngFsMNGJ}gM!Gs z>b-*Eta?TZYpgOSqmJl3U1CJW0$Zxc9Ro6s{ne1?y+X!4fsm+x71n)~=%(XKWDK>1 zKlt#440d%Hu2(Z;tla;utNfmf<5`E4Mn}llyps6uZa*2N$Mg0zcavHB-fQ)N7BXIK zcqHmdBBS#b;-0@D<3+&2{MHgODsor0Ij?EL>1#{sxy!8hG83H+ey8AgLvVC{L=)Cr z7k;Ssya~Iaa(X?VHo-}(=(RETkF!qYvstj;(!Az}2xyB{{J{wh&cOt)yl zRiCV`sR{}d(iWuCiYci1YL>~+ZGwH9=kttWJELFbZ!OBwuNsYz_z?Z`janl@7k!t`C^bU(l*X&rxg9M?P)z?wa55%gm?*o(>;?%Y$N8_Q>ydEp()Yhx zE|H)kK>cr6lLUhZwnwpQB>c4#y?$AdgpmKpsT@a15STyJQ6)n{kfbi|?jhmjU2b-f z9VF~94x4EaWAU$LCb(`PfxB1h*q%)!IApIUF}X<4+gGacY&8khZ|w4ptu$cYsmm)L z78_8yxaMHwmj;M_dUry7rU71=Hza>dG~o2*GoMpO8gSs;aH>v!1N1bD&;RRgfV?De zzOc0c>|WO+Z;~5uHg&BAcU=P%554E8u57?m^TVlormXju2A&J$HDEFPz{wVU5)x|v zl(^`Sz^}FD^Nwg1Pv(UkT`wCDyz|6c%b*4b>BNS&93w$@Z}Z7lhgkXXd~;29HwjkV zocnvlN%-h;|B5Fo9+mH%ZM%y}(CGf+*cVHJUvUpt!f+#A@DCR9qY+)(HzaJhz^Y@| ziGLyo$e5#cauwwrU` zgEst9-N>|i+75YB<=**_4%EtgJTR=-2I@sZn9SNXILi*KNQSiF9QUOy&Kxb!p{u-m zvZ@u8kqHmY2HP+d`qJ0StrOn#E~@Wj7w%j>@7iM82?5Ors`5-5f_9Kvd6@0!=W(Rz zbhRU6np@++=T?-Q-~8@eSqDa)SBsx!-5Y#V*RpMBfsnOx`04gmELf_R6*qSxu<^Ih zvw{vhK4tTQkE;Xif1avsSMR`~$Ek7!l3kEJ)UINn+K#FDI(b=o8VoZ2 z#aKp6CjxE+?s59oiIi`SjqAC(@hxmChvn^VIGRPQuwC!QjSbwKg;%;!`QNt7N7nQ} z=FL>0piB=^<+3Lles^QEH^jhmxC;&?IUXr4T{ty1^X^?&7uXUSX8okQ;nk9xaAK$% zDkOLAaglE5*qwP2%HNGbt}Dw*8@jQ6oO1trLpM64I6fs;cf;%=JzRac3+d(8qvw8f zA(Y2(EGD}f+&@kS%cpjO^Y=V|&3G4#6(4Y)j9{Ht_x+Aw#TAv-a9MnN4~o~_)U+1s zL78~oi|ax?sGsG%p3T>T()6Aoy*u6bTc@;ThNA~H`=VBDTkgiDQq{?8Sv|+7<~2++{3#~?Lsq5*-Ke0z;(u&%pnkaUBF z(X;Agm1{I`{v20c(4}Fiae`i|L&L`0{Vh%xX?V8F?Cftx8u+6g5KHW7$a^WZ@lym1 zsc*+N2Zzz1-;rf28cM@4^|5pRhG;l*zR%8-Fp|ft4FldxoUW=|gm6 z2$^U+WYTfqV92l23_5bwN{8u)GZ1dpY_Up&fjG~AL$O;JaGd)(X?2_dgOO^zTsa1~ z`1ssddn;;mVtQTmF%il417J=tHTIpfSt{5YmYAjHcTEq+4~F>oUeT-$g-70 zD;+7%7|8p=qo~xwz;7DAW+87MTy}BCB{ec&e(OEC_HG}XNOjTOd`#Rhnw$G}cL24I zCg&0s`oZa@eC|~i1GRpfAB>IrFek$^`<>AT>IsEwv%CA@)ZwRUUfmBv{cIJZPyM*} zpLN6G8%*?b8{5hTGQqY*b-2iliSXy2c5by|LRLZVInOmF1mD-4(WqlWt2|3oXCo7; z^HV~>TbP(heJ=L2j0wJ(rY91I2jG$KpH!be0P)uzGUKNQ5n0kF``2a=UEic`hnNf^ zZMvXvP-zfZj`t_sa|UoYTgy)#14wA;wDwIL0OQiaXUU2IIN0&}UX&b!Tve@{O7Z##6cWb^iFY|9Rwl$L5gtOAe7J0ugs4P!mzmA^}_xkhz|?*=N;b;D?6Gv^kQ7>1P9VII*n!;pS`JLm1c zA-r1^SD(2ugg;MrF7zB2My}F?VDjE!#7a9?J6<1#zy_0Fn)<`w9ZOj2WiyQ3$D_6N ztcEf0*woG0XBeOS7th}I9EMND4Cj91VT^wZ-LaqbzOhl=^~H_Dm|CS?n)YJ|^1k0` z-rt9?^;db^spg&kWoMmO{h;>7ytK$prvgtJeW{Pi7#=RcW| z*M5U|GeK@Ew;aS(A&Wm8mj+>X(T=VsG6==@`=2_lV%2pbY>V{t0L=L!g-Xf?;66V) z*2=1DIpLfq^VtB*$QSWie*i-j#Yz092k`cX>7!{@-vr(tE1-U4BKp*0S|5{%(OqJh ziG@t4Y}l{|{tmsYJv`9`_@Lrb>8up&tkCd^EeQ*N;{DVL^&p`_XVsTl~g{KJ1Xc zB^cbqAuj zzp1y=3<#*s)>n@+aBi(p!SZvKK8-5uZuev0fa;4OeQnm(xuAU8*O@Fbg21z0sM@(t!c#ZEAEdl{LBY zkJ2$MNvPRBOhf4rcGcg#G&GgH-?_PshQG>*5xj9U^oLixG`L5DtjA{VLIswdd#p+C zTTg>#%?rtq!!!&;=-O>%qk&C?b}*%<7d!9W43tmq#fI7$hgY$^sAD%jFn6LCZp2L{ z`L}z~=5~V9WnVACTC$vf{^-Gi(oDABryiKR(0|i1(SxRB&($Atdmw$>H114F53X4{ zF{Gk;pkdxlG}+Sw@@vn!DAs?s^!+V%Z$b}j3L3uWzUs#2z$m{6+it`ZM+%=9>H=v( zbeWLb1*^%OTdbYB@F-t4y(7H~ji&BKwD z5{p$II$*L(?#$}g4k%eHoRX{QK+2x=^;*mAcqUS!u`8z?t0fM}Ht4luPtbNbHfPqp z*Y|DaT45WiHN_ZFy=@p_Uo*vg+=dO!PDN{2``^mhsYjbxd!+(zhwKxLRt&Vz%<6?( z!5PGrr0Lv>Np{Li^K=XR`^CJfSo@`%4QDJ)1D@sZ;X2hzd30oa|W&6+RJOI;Alb$S%D9bB96! z=R0@)@k&OMuC+sXQ}GPCj1Wo0RR6KS9v_tUmG2jq=Xh}6)9Va ziqiU}MU+sM>`|mWg)AxizK!Ll$TEfOGBegO zm9Vtz)XHjf&fm1*PHh#6-xBA$B5J{S@&1XPGVpz&-`WT*E}E~{s(q8KgITrf{afrh z$gg2*Iw&{7!`8NM)TI_r^Y%Q@-oV9^vsc>rN?dHv*ga=(3m28~=3l?412qPzB}$gS z;**hgA8)O}*@oy`^V2nO11uPf)wwF(twxL|^X4OE7A%%HT)lL= z8jFtisESgm5qC%F_s#Dt961|z>eD+G3adrm+q@ugSDs!Y zpM}Lk`!6fjvf$3OyB%E0LTuIIYlAstJwDG~?z_iAl-I6ri7_n14br=w`Ll3HVL;-e z8w(Y$9)0FGlk0vG<@>EzSk`IyzIql1=Zf>!-Py;2-1>Iv@H;jl8gBM1f6hiK)z>4i zoegT@i6NyLHiD}a5`^e%GR}bVE2edgJHZOfL>%8MeP> zE^*+Zs5NS1&%w(-DT`Pp92{)=-YI>UgW+pOGj8nSp!3Vk^n%+pP`{*lL`#m`?^e^A zvXq13{pZvEiEzL=W+h`k#m4%h>)zIWV#Bbj{nffbHeQVTs|P+~qi$%8+E5D{owM|J z9bmKZtiUYYlTriI2&vP;nWXOHA`Rz~NPV`xJ%VsH^xW<}*CKUIIM@f~lDf7hOz)O; zWJCL|f^OzXHda5<;cw7J=ex8r{Q0s`V=S=@=N38qTQ6UV&_h1{ zy3(ciXqT||*tIf@l@>fxnPI{vD})&T#>5wa>b-<_Oens1KfUe+6Ec>~Qup~xTu*6S zxuli}J^g?CZj~}|Cvz%jFo%hx;-4Q5-eaQWvf0Dz7$)kyoV}P^m*YBaTor#96P1g67nYf`lt-_%q<>(e`~(A1a{lXsMj24gPqKRZngJ`ZU(a=)Fc5!Shnd^J04w*^ z@A;JsC*KKZ0c3mwsbl9ed2_L z+X4m-Ueo1uP1E6O^1)y88y$;|*qlvzOUGyJt7j&9>ChU#blQSPhZpg|unKfArNvjQ zWYTf}iB5(0Lpqj)eph&zOoxcf<4e1v>G+Wro_NoX4$i5(k||fxC!?Gf*3NW@?kU{H zwxXl%&4;(E4e9uFS6Jb;4tdT$qiq8kbmaGJFg>6|hvpiQ_MBC8#OE||7fR64RbU|R zK8ub#>a_3cpCwrA#TYv@Qi6_##MMQwN?^YCLiM7K5`1|+DC$~Y0**iP`jhe!6n&=L z-ke{8*2Ecy$g~m^Tm9GcmRf?*fla2{f=X~^wxY0|M+sgHTYf)qp#=ZbbUq!cp(CeD zdF9p;I#{4GVg?UU%Cu~Ni1 z#+uK5T?+N7_nMWwQp~d2dAV7v9I}-iOJb+WU^{+NNOZIe9Wx^V?!9GLJLgI5V%tjO z{(DW+H>kwpj1OU&dn(Z!_GweUY9-!0Tp7MqrV@v!Yaf`JRpEPo_s2uC$j@aqdJ69% z=LVns3hAm<*u2p_L1%3hdJMbfzgkp<^CGW=tmjl=?$&|thqYK3t@|@*t-^wHm{zsI zYVuxulDGTeLKZ0XY1iIOSCRMP_})2Rs<4mBdRS=5#v*mu$Fs?MxUE%Xs$dTrG)a}U z^v!HoIs00R%dv5Fv`M~f2^*zb9vw)W%LZk+mqIEzM;Q1-n|8=^Fg;-qBqGg0_0iOx zBl9_!*ZSP!zkh688f{-Z{DlqA)>wOuVK#2Zy<`UUu<@^>i1xINy!R){YCFGjP}3PF zxAHCd-fixewd&=-Z{tXMOgjg6yBwnFH5`|r@#}*u4oVJ(Z*jcC!AgoI zPbh)|o%AmoBYZeWtX@%8!~tJPQZuK*STz`W*&+|1 zQg2iw=dbO()z_ZMaWPHr^9fwVMfq-X!4@elx}MDt1L9n0Z97vLGmi@*PHM~ESzLrs z4w?5%071;4BN`t8zR1traeZW6@-)>?Pk|;~-gg{2}Y(-GE-^TD^)^fV;hF$r=tI zX{PTPPy)ovYhUp`6KFB|6LaJa;AF}1DvSV9UU(IVk-o=?n(JP?21q<))U`O0{I-7G z2GV!86gg(VQNYi3o=g8eV1D1X&AUn8zZl<}OxyslE=Ix3wSXx7V7(mu_j+V4st4>2swT9JaVwylr(2C@U%_!X#=?)@)(8jUA-lhK)IsH%Y&*n|#z)CjIW~8e02k3MdTklMo~Qo+b8R{&~{x z^)4$co1Oui*NLuMPx`&rsb*CG8yGeCBItia=9&*R^Y)T{-``$6oty*=9<3Pr6%PD- zu*cHm7VxJ2!I>f#VBTF#BM}|4AAHy97VIMH(tpP~sKJFs_xo1fCbDm@NeS&#6%3Us0lPCNtNq=K@sw%t=;exYb{DNCzEv}?I z8FeP}&Ehd7s}|o{Jp18dxoo-?y(g%HN59qLK&k8g-nX?_|GWEQr+pptMb~YqJ5h&X z=H~L619eb+`I5I+yB=QV5QP)WRBj|=*_kMm>d(JQ)uyLy_;ZJcE{7$fzN zT}GF7>1lvubbZK&+6F{qHx-3!Y=qtm6Rwa{Bc9y$n{~;j5vnUhLl};Yc)6|e-KRrM z7_>i<{ynD&0a3)d!W9%f%S-r0oxcC3=6xy>++3@3QATadbO$$=Li znxPuNx5*VWLxm<+cXwk8i~@?gh5of*lZwGO^<4{wr>8H!JJ<@Bi$a>OGF!2=wt2}+ zTq_nlD7U%g--m$a z8vEJ?UcmeJr{A@~hZkQgUfvF&j}or2J*k#v9@^X z!OaF9mMqaS+gZ(nOqjLIDFzRZz1NsjE#X5pxw1BE0Uwq*Zi(ZU`1s*z5qi^!k8bm!wWE79efg-`bmE0-Uy?9u}J`K)i@+ zcFqhRT1wmPj{M*Kd5xTKuuV#zcVJ^4^Jg#{{^nRism{E5JmroVcU50AHtC zr5EoKpjBIYCwH3w<$ejaS2hVC?3n7gT2X*n>8y}8@_hU4*|DB01z6=AZlmHYz^h4G zLa(a;<5d06A(sVkncRF@(^-JgdGr@U_5$1vVVT8S37|E?|DbIuz>^Gb&S&!c?8(|$ z8HWYPyXg4ZP)7jAHNti?b@l!B(@tVpWZA$v5Mr*rAh+47&QuRk`thJ*481< zRRSDOIIXl%N`S-h{;IFV1*jGqZHt*Fz}q>MZ;4p~?BYvZ_%g+Z2s_u5_LC2W${^F| zGauLEA7@X0;6wjhuyN5KAKVPn9_v?ptbg$7`221@UdIKrRX*lp2j(4cZso(lEVf#z zo)4S2;~EWYK6p~uW!KC37&)vo{Lf1OAGI9aCwY7%ixw!^llrs8yAJJ6<3lna>-c06 zA9cktK6O-bT}g2yA%YKDO4*jnL42f4mscFU&4<~v{1#PDKE5di>o2&@$7lcK=s{sV zs1iYS6*D}1p3rX%`NPA1Ys){GSn{DZckfoIaUPDCxyoZjg3l^D^zeB|9XgVEubBtgxIb-YYI&Gwrd)C{%_;dB5qiuN$qN3-X zA7QqD{wHyXWp^|Dgk7U!pEkq0>-q8Qj%M_=&0bx|Z^nzn=(~Tdo6%Vm%iChv3@Lx> z(*@?uC^kCC2s3Sl^S$-o^oE*X7qFq$MkbU8cP2Dqm%sS&sdbI`oxk70U7-e;ckpUG-nlGmw)U@s_;sNNkAmvp zxGX_rUsxTsuQ%T>ySNT-S}hggyCbn@%MmhGCeDD8em)tNEH>Yfp$pan;$DU zSSX;(F;(WkY1tyFrQ11>i@It`*XH28=En?{J_k2?tzLc9W8-mpW0#UK8}TYhVK4Tw zu<4+vvcf?YZYjULAasO12M&oItpaVyb++=Z zN|=@lCHy4O|E2yzX)*`YwoK{#Ct8lH>TQP%gv-&TvQNl-rVQSUXD8oIlp%hwV|-3m zDRPfoZ?bDEg~Mepvp*<>)|=cW;j&U3PLrw3%PYm!!P)$ov{L*NAAh8(h)Mhp9!Q=oXGqhH57Weo6PT?v-8Vz$o!tux8y?} zncvSSsqbAhhY5X}0?mue@Ao#|-t?Bt?>Pm|;pTk|EQ*_a*+J&_`|X3|*g|yY zM>4+)eQu47EM&mFY^;APje+5+Q)#^k45V49e{v0F;Q3SS9c#CjpwHvf%M|4jJl~z( zFn>)6PT!{QGBsmhO#1yVmL3Dr9r3#B_AnqUt+_s0je!iMlvmU1$Xq|38{oZ+fpu34 zWDZ0;!tg_}mFKQKf{pr$12l_A5F2d#@pPDus=-N?51DUGtDni(i8uya6BJ6wJZOWtXGh}_JL`t@@P5g^w4?as#n&^rGNx^@=e#+`dlOsWbH)gty`8?69WN>6{1 z3@w0OY2Bv}mkXd3c}J((v;cc_YIcV0F2FK9gHq#l1+bs5$C45)K+~kWZtv%OB(m~U zlDqR!B9bL($;rp?_aMLJS^2m<$@tO}k&m;Kimp4?^3jl3Q($3{k8^Ty3s({O5Yvq* z?cb1(n39bFIb!*6V<&mLe$T^jRDbEg7kLmDf1$m)HV@9tNwQ z#*ZuJpzq}#?>3t}@YbD35FE&Z{k~P}`c?8Uy1^iQMZ-fhl#F#K|H;K_B?V!>_=gw} zoE*w+&L!UkL$e>nx!5=EEMl$q5Z?@M_TN)`2o>c=;qA*Fg32Ae`}SWpXzN<+M~1U8 zd@XR}^LCQEN_JH;vax@|1K+6RY#1}_I!^j!gGZN1T;rS#`_Qqb{$ttjncU6J(8z|y zV6Bnes%#9{N=mGrl?};9gvIj@S;%rRxSI4h3yJT2qD{)Pz&6_UNir=9W6>912?Db~ znK;o9eIW}p`mllFagv({-CCqY@;gaidu6h~O}j6ZBbqePec*XCp z(L8msrHTg0I}dEt?$fY-V5;3CjD|g54oGBNrNP2`S|it-hK_&qoymJ?NNfp-4EKD1 z4t~#}qYKD&%F3l1hcnQ@w$v=8XTYUXX2Evf3{Xy(B{2;$Fz`!!k=n`(l<>8!^53UJ zeZ6jhVp%%o-D()m4@f8H+wG=%jMLHaa9C)3O*&d`XUyySn1K-}bYz6g%xLME^D$N<9+iVPhknkEM@ePz9rw;Sw3L1Oe3=%9 zyIbdquDue6%GiU7#k=FM{7jwsX3;pv%AU2%?WSTN*5~`$EGjwbgg`NxcfpUFD$?}j8^@E#iJwa^15v=iGOJwzat;hkg|u(QllGH~7PT+15?fwSJ(4Mcn&6a{+#9?}q>V z<_pSC%ii}YBqm(4KWB6n+;pC*4IH8UUx2T)+8JmIe#g0{JAk5mwbFW_Jt*!M+N8X^ z;b(F1qxVxw_#JCl>|SgRN_C13HOz$U|Jk(n4#uD)l^oyiegqWT+s*t92SIUMYv)_A z872r>|MPx6z648#VYoW#LTtnfd#-kDVj9zUupP{VovN{c~Jm zmR=$#Q!Ji$?qx!I@z?wdd#)1N!*xG4opT}lI$yadY`sR%?v3im{Jlm{QoR2yZMsfy z-Hd{c2(#SMZ|J)+*|??KR3-Zd#Z z>Pg79{il~LV=_;iK6D}^PPI9wC2yK3c|4Qc&!cQ_j zY6&lda7n%CCblJ%aG@Vm5KamuxYWp)f0LmEMgB_a&r@N9x|Hyt@rE$MUcN4LSUH^d zViM*0GA5jmq-m*keh())@(VtcpNSo zizMv*mzEbCk0R8qMdOOfqX_#I4JOQ0(S-4lW*v@SG(pq)W#0Zan)t#B-1quO452Pw zW&G_?3_i1gzVaB_1j-#26H+o_?#;}(^mc<9cE{O}W?ZHt??uL!p#3X3LyKZS}Jt>y&vIn$lFcqm_I=s@4mi)LE@<9_+IG% zf;uefWbP9{Xm9Tuz4C@cOBKB^-9Un7zF009603|DtN)?XBUL!yDwkW?Zx zl+mL6eBXo;MHx{lLG%EX`JDT?_ndRj z^W1yx6Fe`ir*uUpq=$yKw0TYFx(a=2Mm*VMlASSffqsj<2+5h>P^rT zg=BmPAA-KL-Q$7qHA0%h+cwZ~ji71uxeKOVCx+)H9Hi`hiQ%Pz(&DOq1hr)D)u%rs zrmN4Cb8ip~FGz6?(g<3Ocvnp!jc8vC1=iA=1pUfGW|zlJ!pd;=_vikb1VyIcp5T6e z!s>*U@Wvc}qFwy(mE(&72!>3YYl?FK5&e8s>-_Ejf{u)y{skTc{g0)3%?l5LcDzi> zF2$3eYfqi&y5L37!YYrgQS~M$-o>j7XGv`SAV}l+5Yl>|s72A&h~bOOxsH?930lRL zwl^Dn3A$d?{N69V1jR1#z@xA zmj)12F)@Svs{#pS;mOO}t_KqIH`OavkC62jVU5k#4I&tfqq@Hef(UxQZriwMFhLzg z#wYh+LV9Z3z3;uGt!rM2$v1T8;t(32NQL|;|Rh~64SwBN}XEQpRGoHKJDHUEqvDEyP@ zLu9?_U+kCalJ%yE8#c1YdQ-cZb9v#nNxjV9`0eX$f>E88U}t%q%uCy|Ti%zT#xEGy z{*A16*|96`wSEMB)6M3hpc_QHmrDP41yU#PO((^oNaS}oy=#(2C^yVwdz`pQDEr9G zTU~#XaJK#w(et2FDMie@e-miG{G(+S1I z!3@@c^kC2&0;H;*$DmGVeEyDCcVOb09rSxP7K+C4CX9D?F{ZMTzPbB8G=f$7dhg%E ztXqodAG2g!UwLS8;QLg}g}%wJE2N_*{OvMjP8w#CcMdK5m4WRcS4_CVSrAElvdD9J zHt2+CYS!;uC`Nd{eg7p7c^Z<@gY)xHSZ%Ugb0QB-I`rs+v$?n-RzG8tTL89S&@*Sv zhe-R^U&;SpA=G=+!$vueP#(0;w>+a5GyU`9wH1pY={%ey<6Z*E!=^;bSP4RpMJQ-% zl%ZX8^S)JIOEJ^Au7;qM;hMNm-1*gy@oXqLE_(7)UVsqLjntC~|d5jm7 zyeo(EwQQ9q&E-h#(Q!|`R)Lxj)}kZ7E3x^d(Sg6im3X<%f8&ytO3ZtkHZ^{u3Ra8$ z4!(D)Le|XFPb1RR5R6HRUMO0P#x>^JS%0gre`mAi-m5imqfAPs+Sb5mLtBcSNe$}X zTrTestc72P$c6L2YoOWZntv$277fqUE=45P;{KL~nKhBM5TYG^`PH`;J%6juF8ET1 zkjCmlVz>?-25l~JFY3@`uDfy`w+>o^Wp^)E)}dQ!-i5E{>tU7@v|in!9tE5u>rU#| zL#64{nDlf#3h!n7V1BH}d8dJJk%4;rRg4H&v>(_#_GQ6+6(DIg;%LnVz+i*MN}r`b znR$W1ifUkT%l!5&dBE#CoyH3l7&t4FE$h6Ffq-f0HS$jxFsrT`%waLGk@DC`WH}T5 zUg-fXifyYdLQ{_$$HtbX7e4}x2HZ<$bP9F{$Ucg#Vf{UtK zK04M*xzHAW|^>5pnro}}|tGuO-1{ZZq zfyZBVaglxP_mc!AE~2HZ8+A5w;d3R4E#ywlJ8QI~{1O+(H;TDhU*KY>Kl_E#R{!s$o(MWxqVJe#qo>FehrPs>a=q>Br8 zyPEAgpK%fBvh3|h6BjEsKHAONz(vzKV=2u#(m%7rdc2&A;`OD)iA7vY$Jq(!<#XZx zc;%_z8RR|C-d?Y6gRog#hKeXl^0-*2{O`Yw3@(n!sl~sjCf66<=%)R*eaPP8-H7hk!k zt$17R_koKJUs;7MZ@6ezEMM3;z{NUoe#z_IT%@h=c9Ur*{VkVkX>8_#cR%RxLn|IM zCHfDVoaEtQBG2`&F%L3p-!$hP;lXd-3YO_X9vtRa5BT@1|GDE4NN50kmFGomDn~s7>M`gx>)jHsTolxC&UBa zf3ITN40*_!?xXnX@vxY;=Hk`^Je0PcXzSJB!FP*6>xw|q|Ab}AZe<>LE14Oto;-}} zSBY(K;bB&m-}jjV4>pF~!@jm;+)oo*6wmO`J@G`j?*tD=7CuW1ImUyqWZkPB`aI~; zC+uHo^KeGihA%{u2lx8L)a`0K&<0P77d_=+Ou%x!IhO}1nKBoCkohxQz7|*U@a#jO z@!3)yUYtADwxp1UqnFJ-)@AdcUm*MJavBdGJ!uPy9Dhfi!@~;GADl@& zJ$Yo;b!ayiCYxA4J4rpgYB=5-#^%ELl3a#XJr@Zb))Mn7$^2L734LD4#mWv#kQ8jCb_;$Cntr7&{NpoIg?^ZMnkUK}`<{z)$b2g}1<`_EUC z_tK1ojbs@Iv)??XsAoA4TpuIz%bbJDZv++h(mB|BV`|-G0vT`AeDykA4n$0gw0a2+ zE_uE0xTns+i(JKU;~gCE37M{5wvCMAy<^*Rc{2WG@pIAA9Q?R(U&~OEgSaq3V##t2 zCMS4J%}Y3-r-v;LuV$nBT~)eP85<^jeR|V{Z0PPAy!a@G4ePe7KpQ$6QvqFmVq=tYx~I-&Z6f{ZKfP%zL-q~UN_RdfHr~_1v`bd7(G#ml zu@WWovzaaxA^VNct`z%vvfu2i?N@f1Wg*DE!&!#uJ`%rTZQ>uCDa; zkW*o!$-%ULV1NZ%6|wZ&-7IMLbZj`#&cd(1UuS{-mdEQeAySph)7K&AB?Wf< z(`3SACS3oq8WZ*^k0z`daVSeG0V3FWMhk?Wao`uuQIXEkXD4Ovsf znfRK%NwaP-6ZwKl^HnMtXszC}>`O5NGIh`ClhX_=tG4)Im&Jg7iCFIXR0i&T@d|kv z$G{fj=tog^7-)&mKCczQfaJkW(O-cK+<%xXmhZ;^&Hq93DK7?k0ye~pxH2&LGO(BF z$bi$lvtO>-F~HbUyKC!N5<5Hoj+m3>ksI{x1mne`ZYzw3Zgc|Ah!=H{5?*TYcyZQSORdN3l* zN8d%)gR?QYEjq9sm8qc~vt4ztj!$_K++2riYCDPf_2j!%qa)go3ph)W%o%D?^Zvuzy&&i?nn#Jmo2F~6i6^y~1{ zcb~-;g0#ywk0+?sp<}Bxb%}f(&hA>~e$k^AuEl1XMlaT)`R?a`cBgCM_(D2Y=tnIK z^9;B8Y1iWY$V$&OYPA?uk9g6%wHEnDKJB=*z81vOy0w?YYq7R*;XC^UwXm~Tk#yrv z4HnFbMdg33L0=Q!v$n))C=7e&{kl~RhjE!u;Q-Q3{9{J(tVYuHHEq2P)%a^8Js5wc z8rydj`)VDp#$N84Km9t@Fj#-v#rg33R)9M!)hz5uqBXk z>w$0;Xk+{v*Zr-;HQkJ^=!r_C6|QOIe_M%awX05{%9Z%>PX5uXY$ZaQcU-h?sD!?{ z;_#=1m6*uvx#uuffyGxnhKA!SA@|KeGGw#@MnVpjO1%|Oo)jwn)>47;9jebd85MBk z&OI7@T!AS2MDr#2707yV_FT9D`EOdYQ=s`y1%xL)IA7RRj)`jP+|JGAXt{2zw|!kX z!cxO?%j1t!Gh(Gx2?9lG4mKI9~Z5-r2QBdOy+G-RC|mjMZ2xtTOT9$0>+)! zKgKm;4`-hEV=T#cJ`^SR7$LOlHmhdJ&^K>kXy)fK;P|(xog-zqQ_P7P++2p|`J9-5 zwPl#xCl;%|v<$5`l9vn2F9Y|)wYK+DrO3#C^Kfju6h%9mR|t)iB0k!!SF5WO<6B&( zZ#S2Ms-LmzwQUJ{N?gC7AuI#8cW_f=jtA zKfg+qz(2EMC{3&ct415&iIu_F!5^@xN+hU-2A*ZttK8} zphrD@FB{#+rN?LK1Afe#qSXx3UE&0FjFD+ zA%=#Ox*e(t&|o>OFky`+bkrLeyMUX*}>PAF69S9Jlx6Yr z{~!O72}kLNZc<&Dpq$XSK31EF`bI&^@{CNJtks@K+DJ1x2-1w@loZ<;mE+NM?!--IT<+J zXU&)wm4TpaCGiHg44gj^wD8)=42W*z>r~sHfdgw_-}YR6hn0?&;iTma`ROQpGBHMrPKU$k;=Ti(>3A%e(k6H&9dS>0mN#ps z!+4Gw7P&PYW=#i<7%odkV~m;5vS~U5*Y&YFhv@h-x-}qv3pJchL$qw4V;e6G z??%4_=*OmE>W9D=o^=``pM-s&Dy8Ajz`fS$*;H5^E1gq$l8Q-j|Bv}`shC(9u|&o$ z6-TXZ^CzjM;`gV|JCrWaarlPn`gu}7~1fPAi zdS)mddHXgPWju^W@h?%H*R^;kZWiiH(Tm5jwu+8@67dKgbh>=weH`vv7x9Hw#^Lz( zsTAYTIAnAjuqn2P!`QF)FDGbsAhg4HtJd*5Sf-t=_FLu-1n0%lh9;w7#Ohf)%Zx_g zb>4(?bTr;B+TeWUOf-JTwWi7`MnhYxZPelWZBT!CU%qhbHrjQq70ou^hMJnU4wZ8Y zO*$P*HlMwPcG)lWOJ|}WRy3>kCpHR}L~Z1Ir6~M*J0w>p8Vdp9zj?iOk?861jQT){ zMEi%xR*~cgbiS+kr@JQtMj0#DN4^Nh&XRXCU6;ZUdNe;*N;n*ERdxS6nH2`-c>2u< zA`Be*)<;Esq3Dc1S=V?q6!E+NBzK90qDsO#uKz&@#@>Ax?bi*#K%7=&&qy$0Z>XN^ zxE_ot{W6iZRlyjSSbgtFX%HTN)U$kgBnZjZ*FWhP3q;-8Z``qfK+qq)B$loZ#8~8~ zt7bI;P-I8nVVedZzQtG3_M1Nh?%PD|kMf6NR{M&xoBbi=dGPCiq!(-#E#11;<|cOT z_9%KbM}wME(id6YRVd$+VSb)-hu6@S9ol=`;rv5u?W!wou;T1sJLb58vF^8_>7Wb7 zj0JSZ#a+O#8s2#5urp{8GN-2~S70=hd1~9GORx%0Cl2&FLM*H<`=E{kj6VGtK2Ty0 z#z3}@=GqIOE>K;j5oQPKo3t9@=Q$Yd)|#hpZ38j2E6+~1T7lB0RXpx`26WbDcNzUt zprxz!8q1o)$}jqz#~%||Y2J19?>Gip-(~+Hvm>C0*zEQcJP7I)=e4cnR8U_1-S@nC zCn!y_nZ}0Fpe+72Eb?h7L8-K;vtFx06bE;`U$^-jC|?{2ZxtPa@>ezVgTFpOSN^+0 z>7x-L&FV-xS!4mK)?)s=eJ2R3|GZ^~PaA_SkUAzCb()|Ju(xt04udL?(R%EwH9^a^ z+f5np> z)`Xa%m-VtR2MiDEn|%6i4`-dP-doOIz(n>u&w?j*DBknAPOeqd!23rBOGxG zSYi#vbb{;oNwTizg{=ghoC5t;;PlUQbF#ixnVLSPkUl@v*na#tXc=#OQR!j?i1i1Vz;}Yxg!Y(C?jlWG`S0+U52pjY>mM zU%#v>w$lTpK(=Pn@&llFPT$lDQU}FX?VCMkGboI8e~V(DHBek$HK1`5L7CqB;G>{A z!8m+q&upg_K{*;!6dZR7*-yhl zDc&7IUdJo$Jaxl_Z`7`B|6H+2EZ0VUhbw4rLq-BGxIn_;ov=o-GxC)C&FO3(NT(|F z*Dbyb>E@x#1D;NhuH5+A@|+hYwry)EiT8xEhI1fan+MEAA|`ZQX`qHC-}h0w3Tb}v z(>+ITz`6Lhc}svFqz@WY-mUTlUCw}S)933L=Im_=-Ef^eClMJiy@sAKqp6RJL&4bU z(j?sA4Qam2jE(z4Fl?ZoZ`&V?O?c_Rx*CkU?sVgQV!<$fc0RtjAPCBPtl8&vf?(cI zePGEjd9Rc^{;l!}gj!;V_oP!8%srgl(ien5n##vC%m~GB)xMlR8ll*9^n3)rLKJ%D z6$Q|lk)W@Y`LNY862ra^cP0Faz=VNIZ&x&lvs!JD>P-3??nBWUCj(V5;~Fi~r>vL@xI!RU%^HBzU-Sz4IN=OzMMJJ$E57CfzrXeHWCy zeh!jucX3Gj^QueKyD;(op7~_ST_{g`omA|PfkC+I*{Hl2(5=_~Yglp*6GgUsBK@&A z-0n-`1tDlOMjS7Wg$FvRaatyui%yZ2>8Bo?&2ou~Es@4`z;OS9x@JQylRt_;V; zB{7|I^P{$SR&k$d_3#T5}_>VAu%eO2+p3t)@|PsU|+LvOL#*9 zY{LqEPDCVN(}{NsON#_}$((k$QIrJBMAMT_NUx#Kda(3TGss< z)I1HZdKFLlFUUagvpw~{Kd0k0`vcRVGad2V$C?8*>A3vqfx3QrIyjc<^UFih@zKum z`&@Pg)UKo}7)55l`QF~TaMuiQ^tN!a%`?!M;V#tXo{7cNYnI+RnTefl|1nllGojpf zdz-ynCX(H%K(0}$$>xP=7qkY9MrgHrBE*toAn;E)cCmY*o|kw5r0>O`=nF zu~jJK>K?lCST$zw5Et(Lsm7W8>eWZ{YOr_4me=TLEnZ|w6&a4!;@XRUwbF#^u*&Db zzAanp@UnP?^e44?40cual+bHHkB`k!dUg#+J$1YJ=w-wr5&fLy{)itu{s}M909in$ zzolaEvapg$Q!46gIiPO$l8RbW^gRs&RGhVYH`8jeJ~DF46F3--TqhHw_I8A8#Yg&~RtS znsBNH9ZwBYl^TQS=#@bx$)wTo`G;;5(;7M^9C7phD$KwKpN*bxux4QTEpqS zyZ3|E%)sp1$RF~Rflq??%s;v^aUfsk_tz&(+?*O|V7ZFGP8W@6FFpcyjqATs+e+a3 zsbfo|?-IECmG1Y*3MVxm);3JuMbK<10RXLXCyh z$Ist?e~yK^zuMy5&ahCkE$)xFISUh=Uzt*#vv8jlUBo_{g|b_c?@6Yz(DB_}>*077 zrt-1=e-XA3`R zc2&_ZEYbL*j};9)$3L#sIY+}C61TEu_R#Q<>2uA)nN3*eIq`YsRukUzowOA+Yr^E@ zO%Jpi8}amGhxEfQ8&Oh`YSpdVh%U!3Y;v_~ME|b?idt<{+vzoy6vE% zz+KDaE-@;S3{HClDIh9~g?~xlLrkhMPG|qufEp*x9ntz;k2Z{@Zs|+vG4<;5aHT(W z=(;UMcuKquv$a>TT}ZWPrzX*KP`egC^-CQI9jnGv)u@}F_-Zg!%zS74j%xhwrSGuL zq#7R?OnP0sQH5KF^EP~!twQ_p)_45ON{qEJTf^^CffO+jS&66$d@gWk^L$kWo>mP} z7&k4)w221wkxON$wK*cNB&ZBet^8G#zOD=p7(L|dB~y^LKk3d74GR9WPa01kO3@Dv z5{a}De43lKcy=R*FIDEQ0#JDRLEzZ3@Eg7GKPPDe2m3ywtp={PBLojUbC1-)3;gqD>hqQawB2BTWf@PUxixux@Q_&SA= zMT(EbbsbAx-m1l*{_~xzUDe@Ol<-Sv%il0uV)Ut`e9c{S`a5gmS8xLdB+@e^=kDQ% zw6w<$mD@PR8*pwR^75EhznZ#6c zhS~X{>BzVTuyUh>Qb$|}n3iZu=JEtVU1Rx%U(fv^+jr3I(YsJ!1#}E27=%DaQW{Cz zIRc!@7ZT>X0zjTqdHBxzFh~g6tgM+H3=vg>B>}bJ;1%Ll%bO4Z^4~0LKBYVWh0ebg zN@h_ooiCjKcv&#`H8$qHJ^v6QPBd*dKN<@18}(|x%shqkENuIQk-&3d;EeA=Fgz?9 zvEs9ihQW5H%|Dlg0S_~&*YQj|P&Gv7N7qI}@3wE!>y%?a>YPzHqdgWLK3KZt+Q($@ zaN1H`>YfDCHufQ}PNYCpg|X@er)QwOu~2$rc_IwDts3jsPk}%SgUwQ#vp}pR#Bs~M z9O!+TF{tL42g+;KlLVIL!N{swaUW(bj6c5j^hQ!HD6mV@2Os2u*SnNR&yfPy)|TOP zaIyfr+IhPtu?U311YWUMl0jazliIkI40`#5%_eO!48|-8mp(%VL$;Tw@ij6CnLQ#s z3MGTK`?l3>*<|RlRB2q(KnDI)N8(Hm8JwNzH?I{@b4U4 z@1qF(l z^uQM{jU#!`r9j=)V3!B!)0PH?xAK4`6=U=&G7mhg85_u8G0$dJDMaBP+c8Nz+Qnu~jy2 zD4=kj?2z?|0)C&al9tUdcBxa(#y(V*ZLTl3du6CI<7u=TA>U~*4$G1 zrCbKXzE-Nw4wb=!#$}MI)y4Q=Q3f7o7d{7HEQ3zT>l=4_l);uNwtbHT1%i(j z9u0d`1~nlY#I)neAjYIbcUqGIbLL`Bxi7fuZa;DVgark1H|jn6X-|O!HHuiWI|U|X zn$_Sg1+20uS|1-$K>6P5&4IBLxUy^go{gCl2=tK_t0|(utoOB}Cbbk8-?e#7KS2SX zTW063bx|ND_;<*P4-{Cxdzhzmf&$;03-_M>O@XF*lh=Izm4Q#%O}$@h%0Ntp6ieGs z1`>L64vs2i;I-k>hMJG1&~eiz$oqFG2sRF%^OB+fNqtkzrI2D^A8no;=bnp1gth9S zFU9b%@65KKxEJ7*IdW{7P%)6qBffkYD+C3pXS&Coiy(Q8m)6?KeBe)Rn3hv~4rM$R z17b@_Aoe(Kqmc^Jy$VoJnByK|xM>~h{Zg-keao;kkSE)#5C zeXNy?$^?4e<$>YGOfa=Ps_p2P4iA03jG52Vfhv&P7W*n4_*uK$O%~F@T=ckdK% zV(X+SHgb{gcbU)9RPd0RdSvo8hO2*Ds$R*&!mlL7KljeYg1T{@?vuD!7&&7plhhUq z9`6Q@I`GFqN8+jvK@pKKz2s`nds-wYzm&LwbCE!LzJHnX_9*bX>KOI+Y!qxGr@wjf zl-quh=_}nB1yWasdGo(NO!Gh{@oi6^2*)v%j6RtHIL>(Jb_@M9#Ld*J{m|*o_a}aezUU+S>C?Jhe(143u1TQ% z0V*C+?JAV@M+NEHz}rs#_})ylZaVD|TGbb97o>&Z-I*g{ZyX|!pXqO=))b4*w`XpL zY9ye!_@z_j&GD%6QuNDhmw3!qNPWFuItfKuzS(tg5^>9Ep4Bn;5|LgIqw(LCGz$A>aAvIM`Avn{ph0ltLiyU zeSBv;x~~xDHI@$W9xpWjOgzu<_CDay(Krl|gbYM~NMLc45}#nCP!FxNEW;_tWBb zEgvjL^*!Gj_IH-!*+0R&@$_V$~pDKVXOjeYu^bZ-mAnVBZIqKJStJP zIZ(skVkIgthQc>nRASGY+sFSJR^sy;6t6RHEAfJw`J!lRB?ce8Q=f;GcwJQ5YJF)X z@_u*SIXzH?jvTE|vM;Of@zAw1>(5nV$g%@(gw3kaT5RKD*J1AadGD}rLVGp#9RFt| z*;tLDnj20!mR94e_oiY0tZKB{nGh$=s=+gIynEk|23#BeIn|WwcU9jKDyk|}>~XUAb_#*=P+D&?(TFm2v%xR9 ze#ZS?)SXPXCcIojyF9Z4IH2hS1DhON9yJ&#=v#JT4S{6Gxz(qIB4e4b& zSUC7sRQbtH7Ctl^KlnbGg~6YQWxTIhm|m?V6rtOUcY(4#prjceTMF@7%dxrjCT1wF zz{ZD{#BV9ZurVQd)Xm@}8&6I4W*M#IplyP;;$|}rO6?RBsgCC0_AbfP{vHm_e(ihh zCfkDd$7N`DR9o;@rgCc#xdm@+d~P*FZ$VAbJ*M;8t=K{u68UP=idMsk*5}`~B9FrA ztknyxnD=+yu~McDe?8h1ljGio>X858YD^nazjQBLt7*g0i*H5GmbRhhr>p9VLhUFT z*!_6Vl6LNX?)15?*p3$kPi|kU(2kwgvM&;{?Wp128N5ut9m_7IzuCR29Z5Grl$I}R zM~MR_-8Z}2P}w4=^X0!b)NnjUvTSL?bIa684y-l|On&iLMZFD2t|vb@b1Jf z$!6S;d#+e~mWBU}shheJSlId7Lf%4~g(>_uy-dtmNMhgrFh~$6Io|xU?;3%t$HEs4 zI7cJlk}^d=PVHy0Z{--P}qwWl&65;V=wVhjIqT7gr$$6Lz1;uSh&X&Ng+s;fqK&&B-=JdB*FWpG$WzgxCs^Tk1Y(>| zspP^y10L@YRNz-^Kn=fd_22&1BU4*LS);QaeX_nVXkzs^y>L>btC6cmR+hK)=WB5D zULUQ%leM_wx6JFklht@QTy*bC-5Tt-9WG%mso~aNM4et_6;6Ni8DBMAg`#nbvt!Pc z==1W!es%duOs-p0FYT(po$>EY+`g8hYhLA%V_bdbaJmwx%B1a~#;l!v( zs$?;a+;5O7%O>NosQB0MO$Au1W^{P*WAN3eI zm-i`;NC4X=<{)qj$tv@9itsn1Y5hW2QeXz==_H_iV+au`ovLOihm43#SZVg6j*$856I73kzEoVc~g2{gxx#VUj@gWc5R zC%*n0Fl4B&>oFYyIT3cNeQt$-#l{m_(@&m&*MD^fU)>6Z(T|U4b0Lw?SwG=zNDGC- zKfjB8CnDfW$&U|P|HMJ*%uCzsjznmyo@t!lod{&U_R0g6Y2df)>Kp54so*ec{@5rl z9kQAphiUO;g0A(cmUY{6AZ~EWBd6wU$Xu1CXu2;K>YYzYPQA&26${5~?M?Ea?0x0a z>od7fq{Hc>9e56538o}gNdffMA4t#K#(lq^TKuL{M}~(NZn$kUAcJPm`y!{BVvw|d z@K(>O7#Kqeea^Ba;4`zIzK>N50`$??0ozi@oEknG^s@wZ#t9iq2T|bITh*(}R#1RX zHob?OPzK#4mhTnTmVpXC<9SwIIh;+5>u%dt4k8|_9Uc-Dkp8tV_MSr}q#rB`ej!o? zrYY8xGX<4k_s-oj-oF||P5zjMs8)lCTJpG|U=3s+5WlsQQ4RZv7B^CE4ICaAbM3xb z1DYm3OH%LFfm@GXVXfKBXszhyed&emkyoZyWiv;rh_L8@HC9k!QUi|Pk(|A!T;F) z=2LW-Kk~;TeufUBrdNrUZ*-7o&eN^^K?k0-(I?0m4Cr2rIZ>U-fP}N_E?&)Iz_W^L zbt2ge5IUlnB+f&?*!ED_QeFZ!_CJa=T~bLR1U%g@ASbw*0E)@< zj#?H0s|3v#N81Qkf12#N?==BO%LJa)D-v)?-GAc>6#|xQlKgO9jR0Z6WO>RV0!I9X z9t!9Y@ZYAEY)fMTg0KIx%{L{$cF6SWZwmrgstz6|w%k1QZTnL$67ZvRd}Pv@JKrbj z7vHLQ&zptpzY z=bTJ{n$VZz>P!Me<@m!G~PpyqHv_xle7F#2xVsf-XHn7TJ8V3GiOse;Yh z@7#6UmXyN+0pCmQ{Tq2%kbXI(CjGM zF=4G4?>^;rCImZ`wq(6#!Yj#7t-O6q&2OwgRHji2D2-?qtR5+Fo?#%O9vgeU=b9%op76eHj)&)SpwqzRycwRPwQ z0(^?)IzDYBV0K(3@O1zawmRg;?0d|FjG^8C#Y8Y6u^Lh*BbTE!fF zTbVF)I^RLQn+d&RY#vW8ulen?uZ>(@zlVaCt@+A?k^F8$hbb=K!>*D?k1^qHyw_8~ zMJ9YUEB<4#gaF^BCDl1xUcA3Wn}aSh;f(eb5yF)ThowS&E^v7%QdnNzTwZf|yVqaf z@(Q7<9+FZb;8}Y6_i$ALlypuB?E1*9=RN&DMZOSFqB4IddW^e2o>aBUDFQ|px1V$W zMsWSAO+m#RcbrAomgso`cs9`or56eKT;9_kccvNa4fJ>XIok{i*G*QX*fm3z*mri) zg=V-g*qSALsTqVxuWKfpxZ`N;qeAQ1AY9j%Q@fE3ry@rj>bJ7NY2D_u#hq*ry}~PZ zMU@TD?8W?ktFb}Q$|*bd5F0jx{ndBTWkajT)t5$#Y{-95yG3gW2V^O~?idMiVC(eA zA!ktzlxO-pNEG8hBtQSm>vbIXRK!kPw}Auwk}F&twsPS5oVZbm5(mB-7QOwqhXZnR znHDEBIG~oh+$c?(1L8a1xJ~JEV7ppJ8XV)m3eElWaB~hM?qj@se})6T=M7qRpXb1_ zClXBG%N!V6y0^dGl>-bP{XO#6Ik2av_=Cr74!qg2bF$Hw1Aj*4^w$J)K$tPca0ugo z%9z8kiYN})dw*vNd}hP;Z&&Kiq;c~f8Vx1qaKQ1OlQJ)v15DCd7pqbZc$=whFRkK0 zp^Kl;G7%2w#eGw_w3?gOO!SL7DGuDIxv#NGjsrL$k#%u12V&;hHOhBzpilfRRZx{1 z@5z5@sm_6?>zicqv^cOOiBIL59tXa=F#Qf5<$zQaW2L_t2Xw=x?U|MwpviQ&i`sD@ zu+sCdwF3t(Fi58hu5iGl<-@y04-Ob#{Rt;-a$wny)6wL69B93$B)cb&yS|uttaK;` zK9;JSEa&ng9lDVkHp&LE=1BDV&W4>4(yev>xaTco8m&~)49+m;hYig@^!6w&X>A6@ z`|_2!@0!6nyx*NiyBS6rU*$F(Z-%1$q9zC1W{@@7KJH3mf!+8O>717=h?|!gO?b}& zm&e5l23#F8`+YbhfvaC!yWkd6M?m`Gg&=4q;FOzh{35r`jW47PNdW=b+N!svxH{W; z_O|i!awhO@xp(?Cl?hX42in6qOz8l3pzO$v9rk1f2-G&DNR>0- zI$2c8vz`H-;kJJlwlm=J=BRyxDh$|@#eAE8fC2ko%7i-WFktn)slz8<(80u%uV{TG z9V$Jy49qpq;m%8Y<=0H^{qx}31#%l5bozX*q~y^+IERs=^nwOnz4OKa6*M@vVIMQG zo(6wsv=+SRG?*;N@m$ZLL1%;YzRZ_2m?|1p6w;-ETvEvOi$*lqQ9fBzd4dMU`;Ns3 zThPE>!AIt-4Gq5AzDOq9(_nw2-ozg#8t}e;v+{&H4J1}cLAp2heyv}fK68f#(gq8g zbRWRV{|uLTIFw%$$88}| zDk3RsB`uVsY)7S{gp#F_?AiK}r6eI)L)MTbV<)>|m@(Y3Wu5VQtyvWA&;To@8L`!m8i4CY>zm^~4M1~t#Pb3gV4}>rL@KNS z&e{476-76|+c(AO=7|lUczBn9M_L1LT09`x<~G3oOTA)Jk_|AY;Y_?I*8oCGk{&9R z_3*^a)-V*W2kD3ybbgu!47v*Urc@e;s2TqJ?-vcmS2P|OjL|^zPyZ>mS_D4_;}@=T z)4-LhZ6`GWLGwfb9(j-k4yBguGI2C8dY*G(T7U+}*e9*|FC(~Xa>vZt0l_Iw{kF-M z2)HZ^?}%Tffk5Ao2c;1~e0dPx-FgI;X@ZMk@9LoM*hFotZyjj=qekxiPzRk49?KQ- zAmHD%ZTR=;I{5tkglrsN9dLwS%y6iy1$Rlk0pU<8@W?4Q^l(w(knv*dlt&FjW-hvy z2vA_b=I_@Slni-o^U>OG$PoJIn!R8d8MfXpWoc|61N-K!BHTO4aQbdw z%vEVJ-1_gu&R!+xfTxo1Li=t7@IUddZrn`-%Gm;!ObsHi zSa2vkt1O2ct9Tjmk#d;Y&0(7HyA*OPTO&Qi%fR5ahvVjyQcz7wbrlpY1>v-^1XHXC z=HmIt>(=q_Y^$&eFmJEdP_C#TmtIvQXZw+PsdH{Zs)F7!i z8(=vTZXuBCD_{H&7JuOG zHKFH-(3$63R~~`*UwXAm8%LtV?wlx9{}>dNrJ>_KH0$`#mVgq;Zz89UCZc)m z;Kiww6tuikvcq*C1s$O{ncWT|pu}{WZl!1f3g~tpyBL*$3ae+Va-L_RDGsgjD2FV> zQgBe@qGmR-eHEXMv*)7l-Jk09=sCy^T7A+S^UzE5o`blQkIepk9bF83iwM&hg3${F zNLkdKa!{`bIdQS(Zbd~%^C*=gXiEtqJ~Z@zL#60O@ouHAJEchG%0uzztYt{B>uxVC zrwonuzIaK~Ek~+iIbsIU<>+olf9vEqBGOze(#&5WqVI9q*GBXz5X~wxSY>A=deW$% z;>CKM92=6n%M1twQTE!)82M)ySHabTo9R8g)Ju z{Nd?FM(oK&%RjeM(3t(Q>N6t>Qg~Eq@>7F?T)vE1UW}lid7|TL=$RVC`E%oI@ZlO{ z+OF?B`J@I}R%I$2a;`yz13y?xQ4Qjl8@#oRSc8u7o;HuksXh5><<-EG{MCr(%%W2;Up4xChB46ewhHxld{+JXnS^wgC%BjWNoaZ8=r_L~38{N1 zypj|pp<^5}1FlAuNcy&DkfvcJa^Inlz_(a|eh4SGorb&bvHpK~rsnLbpq^L93(DsPG6-IR@{Ha>m6_BR8$OGlU4kTOt;b96`(iGadA zi@$zGGTpN!1r3Hh_T}qML|Uh0xyV=?YAv=qqTm^a_zRVS;-KM?mnZ%igu@2IdFs#xN z0?E5F;yb#Ez{UUFZtvU@xD(nmu~niJ{=GEsp%<6IR@~uz@U1eq^jBa2T`7ml&CX>! z=ZFy8zQpC9Km^)2>jLLxA{-r1(i6-jLTaY|I+tlB$lsh4ifXO|dizFN-bWIIN%7wi z%O^pb*NGEZl2x$(HBVMHp$d9UrV<8wsv%|W@=Q{0HQ1s1HpX&f5Qw*#Qznx^+kVf3 z`o9#|!B?@&A6f%4($|rbc?|?S+-&jjM-8}`iD0A3wE#zs8Xu+Cf@oTn)l5b$*twV$ z^qs7OcMII(4nYWhM@yUJ@Y3K-eS^%=uLyW!<(}KC(twkr;Oz7#8hB+dlsmT3An^SC z_gA*oLyKd?9LM!~m=7{LyR=ddNK??nrN189ZsBWJn0?ZBBL$W}2OHs|y!->4r4iIa zwmIgWZG_coubq4S8-W_o?dxIO2#KzRdZw&RAfEA6e-WBMWLDL?@_Q4Qsqc&YLumqo z1$J!JwiznwWq*G;(F`Z0vK=>Fdj}#xnlB#;zXJmk0nWyeW}qp2vy5JO2VJkX(}!hS z;NRD=w&t;SKqE~JUgT(j7ghgBTuW+!1HY#K{4QyM2;I@_ZM7|su2JyO0$Rb7crxO; zdMh+FNupt;R*(+PW;tBi3K3Jgr*`JH0_DfG!{LQ(;KX|Bd^|JWJMsQ3<4_y;i#Yju zDYe1RWEtbup*9#PusPQ?4py^_n+= zf#b0s9Uk7B(wNhugJ^c$lm?9smg`wbNl|n-w&K6LL@a1sXI zlZ&S0BnGh-D-D-EGyiW`wBYm=gQf|W!!a`$u$bD9 zRQg~GbTE8dHw;Q8R2kV|5VOe9uDz=pzTMt)seE@gaFd=Y z2Rk$OVJrOngDVEVMCx80c!)tWy0OLLF*8qICIT_u7)%A}uGacuU=nnLH0_Up?qvZA ze-H+)F5*#VLYe>F=5A&g&g5PTQ3#8~Ab{9@pdtnXoCmibeT6}y+`IF?bOcvMzpy zxzAyf25oZ;7%w&gT&*zhoVur$Y>NS^aT;s1#~{g0&T_^H1Jmv_B;bOqxfz3zK6 zn0d<(YuEdWL5>ljL1hhtJtkhBJ6XEn?Wc4SgQ=Utn4z5oQ#bj7RPP$DZopYn%i5Xx zF(#i`_-^S20agQ@UZ#!>FL$ASKBmt1o6JsAyCJpwU*gu>|cd& z$g?nBq3*_Ef62UhbYnN{TFk+G_u;^)Uumu>frF~73iX&Y4p(yeJmn7Juzj`JSXGv} z?rZc<-J>{cIw`AcC67ZC;h5z^1svY;2HFOl!eK1kRy5`e4u{Kq5=7#07&fCGcmp`( zY`YO9m4X9H6nlYe8V)L3%f6q=z@d=n6r`PvgU}tddzN`PyotOM=U0G3#2B$MqZkLx zL;w6*%5Z3TyY=U61rEe-Mn;0wI0%TYsH@fBphJAEL zp6%(+Q5>ASM!9!?#6jU*5(TE1^Br>Ow$nIVobGje`3;BP0hO;wvpC!#n#zyO<1jjU zYJuw)lj{WwN&XKGL%%xmZ~n!>_{WOn^EDiHy|k$;X6XU`vfXD!*n7aInXPFHR}akf z^PH+F#liVyg~)dz4!#>7j_j_&;Z!m=-vtT|U(N^|a<0X}MATa=k%oi0LhH`@MjY<4 z+YfwwheH|L?cg2lIM{kte^RD1_1j)tV2R;C)^W-V?ZF}LM|xRFKMu7~?tQ)QaageI zIj}N!_@1=ACBH1IQ$5^ zC%F0(hbIczZPH6jzS#b#t1CF1tM4*=w2H%=$)(nu4IGXZHH>{`>w(tGky@8Id%$Fe z+F~G6zw;X^RX&x>d`~0N7cvgQ!X0bfOx;d$vYbB6)GJ1(PTW%zhwq=1|AtB8V7+|% zW~~ekUP)4oW$(M;OZ6Fq#+c{(F&Slk>V|V4-DGZm?}nJIl^Mho=D9xnRa-Qp8$jG| z+A6mj_RR=C2`}u1_Qp095oTT7xsv#RV|zEya>Y$Crf)})qT-*4bc1bh&{zl4pZ%-y zoNwXG`mWF3F~RiZ)*sHad&5j$As%y`VfyjvSM%2#aTtV~Q7qk{) zxE3~MT_19Euja%c{cASagNJ!v810GS+{*MlZRtXf?HH7M-O8s6Fnuw=R#ZqBgN>hE zVkUbqcqf!WOi%BESdncHh4Z?gXwoh?y0{DM3{7_KsO$p0{vEP}nl4z8ppBnv=z?!Y zTKCJyb%FQ4=TA4E>Vlb?OVj*nT_9uRgQ;qEfr~MJVZfCxcqa3nFnGNSs+DZnOb#>e zQH8MI!6z7yG4-b;@(cqUxVN@CYB1nWTAqUVB?jE!wMwnH$^iD1o)gD!FkniDZ8qf= z1L!pR!8LORtZf_0zJ}AGb}W@WXOIs09+elCKhWX4AR5*FM2GqfS)1hVbXb`X?44Pl z1Lsq(DYa!f{MyI;;N?0Uvi^Fdf8b!i;$!9hV_O&?V|BpMcRK?fzG?NvgcuM(^qQ5} z#{j=;Iqq)K3>YSivo^~zfJOR5@2=wvm=V{yW3R*jv0%@yR5b=%HZZeFETzM|A9>F# zi4N-Nh8|~Y=`gFOKF4RwfMS`6)af=l7_hUvJcH5U+kxc+Vf}PS)P7t%GD3%*0_xFY zlXM`dirD&orGwl{##Gl2I(+o+loeZ|!^|7@A*WS3qGarrS`5hCYfgWr%K+!EteQ*Ay!+mb`_Jb#1EjvBJMOY%uAi5( z*1SlEK%cZjqdIhGe5%}IXF!MO__-&aZqk9@o%N%kIUUX@g%{P?(&2SndcE|0IBeI^D7`jr3SstNtTSb5XO=r*#*F^y!bT_5Z@%zkijxlMcRc^uZlgm$ z$_KZ&uucf^8hgf(&q~y?whHN|ZYxJLH*s6A9)PAxVNGUy+ zuia_}f!D+Lf>oPA|A((ll29{z-a%UD^=Se{_kxSxFE@dCqlWhd?|qdFDPj$M$2of{}Z&h=25cJ#D_P(4ibd!P4^sE6{nL79OT8q6sKiPA6{ zWErBJc@p_C8mJz@qP8(MBDD z%`}SU+fD@6wJcxV8bZJyYCS7|5P`Vu;H;b?f>!6RJKfJC(ATn0;kk|=qHp)fnTcAc zO16mQRjh@6-hA#T&05%195`|1MlGn}-RISRZ~&xy&|puke6RIl|-3i#h^ex=|* zfu3v+fA%L7FlfH6dq#o`@){{EzmJn)W*yG)M^-~t!0VOLv}&+gwEg&DtqKN>>W@Zl ztp>l)Fl%eEYH(0_f7DgJ8k}_7&MJ(X5xqtc;P!0}kf1=Z3%RyC*H(mK(8N5HV zeKl=!IW*Ub&Q1%J!k&}n^h?AXgPFc$Fk-(gS+|Cy3XN6bqhp~=VP*?*uv8Aih=qDm!92H z0u#FK3M>aop!$v+wgx3&YNf1K*k1^P!;+Lo^M!C@qWXd?PZ4|`o=9ntDgw5vy#H>f z6@fsy@ty^tLh#Fu+GgZZ1fIdv>$8^&p_R2G(8anC3T2&}*Pa%_#ic`>NeP7z@M}8m zkb42d)k+rsh$w)|*IxM3a|?iWQLC=G7oA#4EU-Cd$sV>!)kqe>%U*qs^xxl|Q z?A{tz9`M{%){CjjhV@F5gLg->A@5zlIH@BGcD2eJ{`ox%%=qit@TVG z9HhOEYEB2<yUa|RsIz#7|G(_!^LAs5)64l_v&Y|drp$o@&*XGuw5GW`L1iW9*u)rdMB76_82 zkf-_06;F=^eJTny+js%yJ$>q!L^$ZHG``?j2?0OvOXj!Yp8-w&?yCW-r@$hrKrJ75 z1hmB05jo3N;CE1E!Zz6eSXlBrO68jBXs6Tb+;tt$xXYVngVqN~pWT(^qTO>eA9^Li zB|Q*fUJkRagTW}unO{gl=p{1uZ_N286@|q4>OMbHiAJX%I;4i`#3B8(Sc>|M1T=mx zRQvU{BqXmD`=TMvg5kj5389s4#2NL;+`V~A-6!un^giqvPI zsb!fz_})x3lE1UuTQLXu`7|)jy~;)x{g1ov%+E!3r(ZQom*gWB5#`@58+j=2_a~i! z!2)Dz(IEBnb0HEncjM~#S%h5r4qJAu6{DtutAck8ijn-9fpg8iQbaU6&l#vvivIcT z;v#UBBT=V??zKbZs7oo{Gf$F;Ty?o0_39AOqqgU}_g=0*!(Q40SDsWLm&v)?{v{R2 zKjFUE+?7f+^z7);ujiHM(TA%k=Cze*Z|dVh7a9q9P#x`4{*h3qu0rC>S{2GOv=yvX zsYXu~yL5@_WOT}XLLfqnj5OTdx18TkL88uo_kMPyAjQ3f_QMqv)M?&5^oT$~WlqWt z4mvex-)42Hc2W(pzLSSnyr@Cvp6HJH4b>pWV8@%8oi)gC=%d@wCsf4C5}#PyK}EuX z$*Hq-R3vuMo%KRF6&cR)Or~d3k=h7xVk41?ez_d*b_}N?4u3)vn;#YV_=xZO=|)9K zgH6&dc2s1|E4_T0g^KQMv(d6yszKd6D!N6-Ymm$BU4kYZ6eI?*k7S!DsCIjOYMU7a zNrtW7S$|DNKHT@U<73H4*)Z$8!BH}jIc#El{{R_Thv!EhLDeW;nQ|s!sS1^fZOO}> zt3un}KmFkWkJ~@}(VRNXCG&)ugHv znTFrc{Wx2KPCRh9vJA{v(o-|BP>5R3wHU0479mZJ=2ZvJLKLDDe7Lu-0J$fbDBlRl zM_G==O1Jp(kXGCc^%=WdL|P4ea;`B4k@A&7qOG$KHz$>TpOT46t!?hzoy|n@&y!vn zTW28aErUzn$mxhh@Ne)me>$2!QX{vrH4PC4)%NlHOGbX;gr6;+5>fSleaXo;35Z~| z8gb-iJgR=JxHx_`7Rl@oC+A8>Av?0Sa7jfJGQV5K(6;cl4k{wWwaYHO`StvoRN2+xr6ee;141UkitMw|AU+^U)v^VWzU}W-Q1nZ}JYT zWBQd{UA>q>BCwcSI^w0tpe5Fmw5*&4r%lK2rzO4t0aXeq?KS5 zn6rt;YQL%iQeDI8UDeevx+nF5u__sK#lx&#HIU()R@0H?95Tc;n4cWzqkwx};s99H z!1kSCQZ|b#@8q%DxxKsB}$>tRv9Isk}{GN zvO~7(;=1>`dz7*(Qe;K_K7YMm=lR@wp7Va*=Q-y&GhtQQai?n`^qIrhLSU1Yp0o6a zS|o`zPM#yM>uQ*#NKGw5<@6#41M9Hkbo{}K7wb?o^F8bky$<&I2XovAl&bDlUAD0v zGv(4ZR%zFxJJ4w1wGH)fwyh-Tch_UqUuj@hS3UL*OeSRPY{06nC0}aw8=$cE$rx%L4vo#1;vNq(laD{JHGiy(Ww^nXGC4Qe!2w|xh3?R zEo4|a5AYpz$oRf|R}sa?jpUK$cw@zlXq%iiJfM zsvQX4->|xCO$V+_IXoIwA+XsbX`6Bf#`#qvd{HXOC+~}VHlV^Ka^~v#9aNnD5;iA) zD-}Qa3Jwc=2t06St*QqV#=}jT`g|%D*oI`QGpQi&ukmeIM1#-#+Nv2b8cy_PN+cN2 z@UuPZyZ;s%YRTJu7H840@%G!jA70Uro@eI&f=2^G&2*P)Ck+l=XU~`|qC@8J{oA&4 z=`i*_V|yTkjzeQ31A!OlkkA~u_8^I?_ZiZT(!mUox= zj|tLmsps27nCNJhI`^2cA0N_jth8n#^o!@B_X$iaN!47|W5>kw-nnN~o-y(D^U=RH z2bhpeYvvw*!Ne~Eu4zjO6QVY)CTDlBFsoswDxb>4ik2_JO9m`3-CxWTD3Lzvao5%I?2&Q7F@*Zb{F1eW6r~Y$vaxdRDUXXiY*2JoC~5YwaZCPs>r_7*bkdE# zTMRg8pk%(#-NnI_=E^JIhuEm8unw@_&A}^y&RdT?99)j%r%!(6U`qfwK*qmye8N3* z4l-YzyZ^|N12g&94%wf?x?5cT6B`a>M*m~2`ptoemT%?G2@d*>Z@wHb#laZgkWc%= zK@;0sH`1O9&8G=rn;f_(`=TR1=Ey~r>gB5m^SF?G$nY<5;X)uP8Jp?Gh10Xp$QLKM zsEhv1dg9K--zA*9sIy#9Ivl@;dvg(aXRgcZ1}>J5>c~eob760ulj=w2;-Alyifj-U zOWhZDD^j`GuP!OkOXtErGUk2`lM8A}#g7XdF6^$wc(vc*LCyEAvdl*=L^YOdAME1d zpmcYQQ!Ed=bQArI<9HZPO*2g%E1iew7z1-bCJ&_X(sy0iJPiKlqBoq!Lt8{b>D)pBqxvo?7xQ4+sQM6PJiJm~ ze)+_E9@d6yExcXLgS!8JVL7!t{7GMUoZi60aCFX*$!6mFt7C?%TY1=M<2Aa6!o$`p zU!u;^c+i{uX%x-iA!Vv@Z!wz(_x6x3K9BHk?Q`dhJ|7hMYfjNS_!yX|Q901VLx^-l zcyK=t`p^4EQor)RQ=;0p4e_wr#^%=82oH-&Y+Y84@!-nAu9(qw2d`R6p zJ^oySkDc`?Xw>3ECA==}yAB^yZj0Uo-Qy$aM6R|W!7r+PTPG=&kL=^N`+vsqA?s58 zpcs5?@R7(edCJG)X`|VBd-?F~@GRA_4KnP zg5RI2UcKdheCWUN`3iqN)|?c7;t|M4I7wDFmf)AX$EvWL;AcN4R_e=DKAPW{8B0X) zF+OLxneI(Kp72tXkKEy7?UnbeaDpG{bI*l0QGCcfIw?XU_$ANDy)#MhBa@EGsw5Em zU#v|rC-|A19oylT%!mIkjgRp!iSJ)^9#p6Cu~MPWtnW1+V&WO|q_X+YRDaaIHII*1 zvz-Yp1%&^qQumt#zfH4kTXPA1`4iv8m=$~k_!)K1RPiCcUpHlKEgx>2U@z+iK8i}j zw+1v5=a|qt^OQ`WwOxIEJ0BJ)ckXA#WenIvzPU>;P(bdWD+&{#}-;?)rE|2grkA7t= zWt5M?6Y=GwaXwg!Xjez3_*j>^+EihdkG|Id3ytRpP*FgpoS7@Y>qkm)(enhzGj%&$ zx=;Z2i^SER77L)UxT$-di~u7_eVH4V3ec+d$LEkdVT;b!yQ(OFLiVD`^pyhSD=w;P zR~8_5&HRYpsse<#ikPojFTmn$e-@c(2w*7qP4(6iK>hfy$8kCWOg8>JQmHEdS^T$h z&sG5jR?hY;+980J_@XR5LjfW(l>LrEfP@NzE!Ry12uO3C$}$sRr_sG?x`hBoURGV7 z{!ajtA7d7(b^@GI-6&;cFM$5fQ=R7>1VmmxN=S4f_FYuuQhQW@vTfC>gU1B;l9kmj zbAqrB`sZvvEx?H;>GN(L0{HucZN1|~#53GD_10H_zU%!}?DGU}9u5B&AV5#XUo*8J z0Sdy^BmN(YE&+Ck^t?XbEx@&aztf3*0$90@ zZ>$>>An=Tp%Gd7#+_X`Ok{u!RFdm${eN=!=>KCe<#|i)E??hjn5*OPZr+$J@z&RoIoGkB%zaYfZ%`d7eFA6ax=I+&VS%?zj0*}nKLX>F*O4HPYIN9-| zbxKnRcZ22Qw{8icn%Y_Z_O1~5Ba&A+_l2-`YB3Xu5rVRGda33kA(~Q3uMO`KLhgi@ z{qo&H49j+?7@G=Fyh`kwhq(}J73+7gRzjpL8*}Jh*!8Bc0D4*dNE1SdoDs~obVkkcM~F_^`GJJNgEKhwUh3!f{AJZZd3 zt0DNk%RPQBiqMU^MXmRGfDlxf=&z>;-Cj;a*m(pC;jK`!z>Y@f>FS>MfkCYIlKvZs z5TGtC{@_i%07cH`V=wOtU~|p9Vfa2_8_4Btiy?IRJ3%TPAZ+r#W$p3Az4|0iRweRq zy|G(~y`=!Z6aPhs5qZeYPP*g0Pk^KBR8zf!#Jzi7>!Cs1tK@2{Qd?&M`r{*9lH7*;7Z;y@R!XzuBBRUy7B_{9 zFl&<3{bO9b8olvg>NFR(OEgaC2{>S!laTBQAl_5f8krfX97L;?G-dwcKz{e$Mw%A~ zO1V3vBr7<$c>eyt^D7*j_qB))z2H5&)bNor*pY}|j{n=!DNjf=9M#APR0 zxc4>k@U1y)NKg-!EnLWk)+b8bcn1r?@`W!?aah>X@ngS@D+_KEX{kqQEZBb)Exw?` z!nxN8e|smGXmEE-svzFon+k2uFPzUp^*h}UZ=_h5CtOyNl*mL~zg2F+OC}Ny8%po; zW@{iA23EewU4zC~;75yK2eAf_Dx(mhc#8nwS0LKsN(Bm%@_6MeoOfoyc*2lhYjB3ElYeY+tKRB-OkO z=}{!+qtI3M8`pFq_ebNsG4)RT(U><}R8NPqlAgU(W3A_-S4$P>c&L3+FF~1(X`bV9sb4fy+bb7_PSU_B{8{!Oo(736Vdc`#Xiy8y z8Ql7kh636#N})dum%T$p952y;XHLsHf@w&s_|&<^hK8vU+s}^sX_zPeHRSpT6_T_= z))8Y=lzubGI5SDbt)-OB=42{<9eElpN}=Lt<&XVuX;kd4Z@*cYO2x8l#nB_LsaP4k zxnU}ciu10A{yop5V)bmu5w(3(h(%sg={rE!Ntai=ccfxY%4OHwqg1@`Yb(;#p+Zq^ zFzuoq6*fD5UC5tL#aotXqT6CB47mwKk4|==-QMee{XQLdFU@#e64ZfJPaXyOuj{~G zx!BcPH+SGk`KO~-K2flFk5!_KE`@lqnG{HY0>z0PvHy*8rolj(UELco| zAg#KwySg2pv$wgLE40JZkEZC;-i8H3fi$Pf_ODm#7OIqJYw8Bt&j?KzPt+3d{s~4Fd<3#YS5uq~~ROiu0Bi>~A zW?iW-3L(Qn*3k?xEnu~8x$g9$1ty9empA3LpoX0Bx$kTXDqfvG9~IPsc}>2{YQK<> zvdzR+CWVA9?UBj($4IzNQhI0OLqhUozQ+u|88hC&y2DSK@$Bst@rvwbP`cu`N55~z z+Aoufn?5$-u{8Ce`EV2F&20Dgc-sU~wK^xSb4>_w4q}J)G(uhZ`Xlf3Mo=|KS^o+e z@gOnxkcC7OoXbkJAA~mIuXtIH_^$@+BrbK+OasPk1{u#P8xZ*2UA{b|0ZGBJN7vkL zz{w5NKhI+uu(?9?Lfe7{kX8?#zfG>k?>x)spZDuAwL)a*MnXLjFJ3;eP_7=&ddQkr zRq9bYn0ufi$(zI+T?@n|$kEhZ63~7{i@)_*Xie<{(-J6iqO9-K@pViqu#K z+gd1VUEdSpT#Ma0p6&tbYT^0cE#_F*x}PbnL8Z#ry8U4_xU`mJs%cpR_rl4` z)6YNPZ;Q-QtxX>=spWrov-t;fnLQ+#ajT(jp<*dJQVo6eU3F>ys*sfXJke!&HTr57 zZ&b*wLb9vWP^f7Y?i^flDbcwS4ZkZ&Hc!6CDZPfy*vIeDl<}0!E3QCcj&6e~vjWBe zgGG5$<*-Wbh$~g9K$xcC`&^T9WLY%$6c3ak;BiKDNOT!&qx74ORFG{J8O4DAaQgf8Lslv59q;%J=6Y?BIB@u1_uuS8iIgEhh&dwznfJn{!a3{rP~q zRyJxJbQE38voYsO#2u#-+1Qt`?G~5(1_M(Em;dQ~gP4Z!0RxdN^h{I?q^!)sh`n62 z#`Y|al?qlc$_P|tw+Pph~xzjRQgri!ZWrenKj`huj?bZ`U@jP(`M(ABt* z+IKt^X$6T!d#%$Dx15sS6qkxka}!in=cOV}`vc3nITb~V^omQmQsLY;qy2X(6*29z zuS}Pw!TEGCDN-v99$#3NZv#^iV)@zbcNF0-NwIThCgJCRUVYgAUctie!me6gD%73+ z*EnY^6*(gJ$h#zo{S%F{lE%~UY?Dd+I}rYucDBP#X;8oWt69T84LLb(+uiS_AtfZ^ zerj48!m8Fqe6C7ETiKOTWi}D7;;KTI5yFlr;Uq0ghgP=xNtS9lYIfP|kv2@nsl;4S zQ-^ejEvQZQ_f3cTtm=`3+r&9&ueer_l8zL=p~t+t8K53u8??O2Am-(l*>UePVA`(V ztj)+k%9YbH*S=?<>p+nIKIUt1q;JZ#uXqhPWi1JpxtZ`@9qg^5n2Gxmg=KxTH*hPT z9G4Ut!j4JT)z=I$=vVO|!tZ_~X{SVidnb!kU2IU8a#4h4>3xv(}Jwd=f_iyN-b z|0nH{hi85Cr(V8!F#Kn=l@*$gBAL{0)7SDL=uCRq6`qfh2it67NAl629kM*Ey#Vq9 zPn!pK6(T6<+=(~Fg>a({+xr(5;{NrT#^|_r$V)Y^`jGGr-)rp^mq-@DNSCYiE4&D4 zJ1b3mZWTe_Ss~(9WDyEyEN*lBig75v?Zt3+F#@*K{9Dso3>n&oZ@fb#xc_B#96*9NF^H(324`hl9_ znowa+177{vdnv=N5qk$bOeQKDVW+TUq4N`>&xq~rX`k1G2D-uN4DKfg737Y|MoW| z^s9GExK)!-yfxNJk4D0+u4k30w_7k-AnkiRp#@b&qy(ec7Tg+Kty(KZM%dkXyKN|B zq}bg#P3|E>cc+R-M+O<^4@h0M2xvv9) zHdxH9bbXQ9hTz-LjRV`-(LWDWgZ}M^d70TD%x{OW=jzvD58L5!=^fosj{>9X|Gf3& zDX^j|dm z4Kz?+{yvbqmxhy{3|6hwq+xMLh*Dxc4VC{29_q)?5R{Ym$xNP($-~FS7HiVsp4aId zDniHnC8IiruhVg(K(N%-o{ruBoy=n#qNDNCP~}qxIsy%P-3ue>i0@jr-!qhs@M0r9 znSMHKPfBK0#n6$e(57!$Oh@7B&6aUoIyQ7SCEWZ+p!U*AIgL(;KGDwfUD^o~gWjQ~ zb31X(Ch}wyIuYVw8=g8rNA}-yZS7{AAT#$ZEnF=ZPrS2bLT~E1GC+F#FtcVa1E;RL4e4%TV9iLtYOWFk32SPdrVlV6!)&z} z5;E}Rr*5MrnE~IqMgy+%nJ}^?n>p@f;xHxm*oLi4tTT_6yt|Hx_`?de231TL-raSo zNSuWQ1CE_?Gfar~`VCzkW8(2_V^{AU7KWXxj%I*`v5Yi9o*@f;Kc)H`cCxTB*71&2 zKMOq;q;r8gScrU{wa%Nc=hg1q5;(v@Mx5QG>{k}F{`XsT^LG|vn6WpM&Dr?Xbv|ms zl8yDkt&8T^uo2UDR7+(a8yzOTv*rib@CZ|{J$HzWo{hpEiHF&+y(XICCdP*8O!|hX z`D}RM{>3#X+1R(j!2g>h8&;kZf0xU$abr~ChKU>-RafH6y_OUHt?ov|DG_tptIK<; zRDwjOvf)V;chys4WAc%Lqmw2ZZx0_I3(;mH%f!_B)h0HY@;nq; z^w_v1Ib{4(pAEPCsaeIHY&;pX>@eBI##+j|#XiPt$Q{|B^L!5*5lVBTczf9};yM>= zS+Nl-!EcrK+$g#IY>c#w`ANKHAvW!7z^yD62FgW#4(GB!p~ZI^7qIY9d3*1* zA{M@X3T!ScWx?sI%ZX1FEcj8U-4|A~Fmg2`TDO*kw34$SM;lo9dt}Jif%T+YiFnR(L5Fse)KV~6TD{c?HkD^csbmcjeUNS zg%7JloyG}X@&?6WO9);zq6Y_*30_y0G8L8*yw)|4Ed)(0cyyN>^Jrm#ztQdkkI+r` zs;b&MRW>xbm)5T$^vj7>x~sU3jWbb=X7318?=1_Szn+b)EAIqSI@uU?be&XWu<=() zM*J0l>HI5qBZ&E)k)Idd%wl8XLrQ4pCJuIPxNA<=<$zM%JYQie2a`ip%tzZe@LsxV zR(~f4-I`RpaYGJH>~S|Cg9F==0f#&j4m95=Y+Cbz14d8eA>~&b)a@3DR8Qw%Rd3B& zgG>&-%NB2R$R_;0SI-E@h&QGB$YOoW{+^-R#$Y0G0K5NjJ4wII1z8mldg5s9Aw97{j#0q;Kvuo#h2%B z@qYjS0RR6Kmw7x@T^GlRLZwm}noFMY2xZ7r`X!R55*3{7V0goVeUgEiXaEDXj5%3Q5tL2K8+@2_fE(Dw1pFK%E# zIV4V@uZe~I*SfQX+gR8geYHlhlLhK@blAym7TlV)%Q-Vx&>0ZTjb^j3j@mv@$0h#{ za4wF1U|~WcQd(kw1ygUwI1I9|aLo%VyCD`7*gN&|zp}vEKKE62g4FZF*xfIZg}5an zOWCn3)Fq4lZA~Een>yg@mBxag50-%40-EVNP0Te zKhwcPW}VvNTs9NjYvC1kubB9iulK?(oQbgG`t3*FGGQ*1n|wxy3Ag48tFEnJ!YN>u z5zxp$!_yz5H#->U++g=9lfgh*=hnC8JO<>=CEm*gGO$vqMej=(1Dk^=W7;tc6sGQc zBEFD;L(0r8Wg-lGQR+OjaTx;+Q3-yBS2A!i(%!*Hf&mSq!<(F1>CoAkHG9014hl`D zOO{55i}zgD0u~(=0U_x#esq-YKEOBfnhu8!%faCgI#R;R`=%o3*tx;mRUnoQtNG(n z@k{8aaX)qC<#IX_q#wRMwTcdV3=V|8j!?8tfG`9^W3MA;v>eGGd5^vwU4vHD77Se9Q0~ z9;e~Hs1Qp!lEZ2A-Lyj%x_eL?hFy>h^NGa+O$xzuN4u8yAWxA)5l{|7iy#Qtk+F;LQW&-bggU`^5P5M<;`~D zsNX5!dcH2uRx?%@C3d1q$*gZoxC_%=7Z<(D=)|ku@#9-^J5gIGSsC=a6W^=`-o^WN zq9}P!?D8v}IPU5a-L#|=hTr~rvcx(O?I!j@L8=qmr$m@%`Z^FA_a#X;umd#?*MmOC zb>QN9-{G?}?at0$i&_~SrQD3+xP<)|!kS=wRa==A(}ZQq z5`zj96Wj${T?KNRuF%6ny+Ic;g(S5q^RNy}7(bY!2QoYxl7c zw{C`fRvl@CQ(4jC;>1R*uDm4?`mPZdWHd}X@*2^UnRPV!RwJ&WCLqnR5g)dVQxpap zaP;yQf78(h^ywCrcuzLK;Rml#GN%Dw#~rTP7B|3R#JiDR*?=zvD}+T|8{jzztz!2E zZ2B|xcJ)j>mYJn3Ud!Kr1?PKfO+*?XD(m$mhEflO2vd0vuX+q~_HJ|vsE6_KA|Hjt z_2~B)5qYz!9>G(u)}_aPp%H-FTciF zsMUcMeoc1iY%K=4j;5bnYN0(6tb9|i7EfL49%L`A#q-rGYHkJ8fE%Rk>lj;ujKyyS zC9l`uihIf$!}~Q@F6g*8`(O>kH&-_pbylP0iq6da*lKtd*ED>vtA^$aDd+V0Dx7pq zl)g)?!sMv{k?F)LNQtz*H2z)*jN(OG=`KS%wfH`h)yY3 z?$<3pSe9auh|d{@!>OSb!*Ek?#&_KBl+D4w$&* zW3^?Tla5M0^ab_{?Q_b5ALDLl@4tDFx2yUz(vyq*7A=>z%jO~^`t}C%-W*&!|0nll zcn-`R&uMO`%z>pnXFMr13#zH=10^C^cyd8`SIWIiEM52TZ_cs|@NKF*=H>7XlS_v; z|L#nO@x$H!$emAvz3Ic0zfaO&N$EY3NlV4~Q&K;=x259U>=B+NgQlfie`QsL%Fa$M$NFK(ZV**TZ;Wwl9gKQ(viTW=DA^2TQNCMH1G zzO6H}E&)>iq>)!T0V(Hq%N)vi1AD0mFA?e+e6)Cc_NKxc_-7n#SM`o3-|4TPq*LRe zF{=7ROD7J+ht~djrWK0`_IiWMPO+ev>;7bA$3iOVX|jZM4E!m4<1!JE*sKy>Fk>76 z;nPOh-JTKPGd*zsV`&6>N0bzjZ-*mHy7ql^VmOS2zRjt#!=Z71xsK4PQ0zCEP~4#( zip_qD&hNM%iqk@BJJggy;4JTxvD7jIn-wS2SRo;(YOwN%Y6^kyk42W}W=Sb|Y3_bO zFl5c;ZpnWMhK8m06n$+7G{OvBXD%JQYXkA?)y0ymsX(x{%>UdY z8w7vrpKB>+gYfHFl%9D?u{-Ip^+$N-w@c?Nc#Kidi@0ZXzQ*l;AsVqUo{t<$2arfD;Q=wU6D?g>f)nBL2i7h3WJ37qp;d={VJv;YkNmA0<;twdk#a^|{ zUDpK@kUcB&d)?XuyqidWXOfc$;pd8@$Gwu^udi->nv;n0X>IOSxk)&`UgV(7i)5TP z>;J44mkh7?J-&I`sn|>(Z#Oqdh2WTfnWb$i+*A5R-?*hhZ@{+fXLu@X1U2^R=A^>^ zz^ZEgmuXnqab{uL+ceC^o2-#8NrSoDA4jF&bXcBfy=#z`j?+yJS1%vQfDFH2!OLx# zpqX|xQZ+LXmbh_6{?SZ0uM2Xp*`9^j_R}N1npu$2;{+VC%Z73Pm0P~NY&@}ev>|aY z8zv#THId`l=r>;f+Vod8GR4Ltwp-^Q%5GinoMtYj4Z60h)X7Dfi^=hPhN`4 zCBHvcP@7nv2g>}whUcSsa8QwN-)@=@o9?;HMJ?7peuWI;aER;TYZ8ZJOjqUOQw z-U6Hm>{()mLP)Foh~x|6x zyhobdP*0?I2?ihU*vaQqf`~`E7KrMX;?Z)Osx9iJcoS%=(?{l4=~cR8o0(;(+3@Am zKGkwimdjRN@+(J>kJI**4&`uP)9v&ywE}z@&)f2*NLg`r_rvT;m@Q|CY?!FTfrtm+ zm-tlSUjM+pgoG;0jd{KAQmKaOFQVdzK{aTJ4sID|t8r(~)wG7eYRH%>w4MK14cCa{ z7k7EoAT!g{F)ySBmnx4Mj?32KxI^;qSnXOg7grt~3aZ8EwFR<+W3^DJDZ1ozqz;p| z%uOj*>u|_5q@&5b4g#MSZ%O@Bhi8S2&zuj{E96rbC^Ik5p!!jEP>7d9fFyWQV=1NrX%7rpD1OCuQkLbfM4jnH|aIX|XJ z!PkM<#bzni~=c-(=9E{s8jgqzg(pSXIgK3zy7ls!Ykm*m)C-%<qO;u3vpgjCvw+1 zo-+B}i9~+FPIP@2Ztfkln_t`oU4;a(YPl}l$+rsdcIiT5f$S!n=ofCUo(uEQQ z&7po#DvpY`II7QdVTV`vzO8Gh*ecEB`f5@!az~(Ml|L2D2r_rip`ygj=TnVHH{{j@ zy}A2?iiRaBcdf~O=V8y9GUZ=XSXbT5+_s^-eeP<6|=<-MZm< zQl{F!p&N}|X$Kaxb>l=|SKPtQZb;ltZkZCL;oF5Jn+_kP;i>*{3r}Afrm_ys}cmcp`&N|Vrya~9UH&RCig60peJKj%EE07 zyqq$OJ1xL~zV2&%vz-j2u`3h*tY$!K{Ojk>{R}ccZGW}0lYzY_CVw2QVxWR@B10sP zfh_jha?dFSc<3-A7QYkv~R zf}px}clsa;4;}>A*zRG&mtW<-9P)- zV8w5~^WiHg>(o1P_Oo$gP~D0<&PG_=)L6kcHV$uJIMMur4aMKpmg3WF1j#W}UjAZ3 z^V^yIa(~!R`X%4;=`S1Yj?F09RFB0(g3+)gi`6iq>Mw%qw;g!Kt z<|LoXN$FCr|MSU|M`V+HZ+HFlW08DX1&r5xjs(7z7RAdt6POzpDKdUYj^%!}Ig@<8 z!+(4K&o?t;GemJGFsxnQGx3~21YN68%7?)DjRF??{YX2F$GWZtkox)czWD_aFe?~Qn~ZUljfY~eBf7y=H*v12{2D->@Z9quydz(37j@MCK1(4fd9<112;DlpzF8ioa-VG)K}{vvz>r+(dwJGMNC-l@~3tWKag*6Hx@X97#w(p}xP3G5l%t&_2z)IZYmm##~I z*5#8tr%zxjw_kPpVFErq>*9?J32cl?7`bOmVE=J-$+(l`*tu1fVn$%S*z;`@XUKSZ znj;}~fxteizB!oxpX=nn)hh(5c6&9vvL>*?K|HnS8tI>_$=)Askoyo{Z6#z+;7j8@ zwVihe6u&k7Y34-WKiamTjxo}Pn6NU z1KtE2B<1C<`I7M(tv~SU6@kT}^=*Z($@pPON%RDh@%JEtSQt*g=J20&ic#dcOJ9r3 zV#)JaKj{4U4S|PCPHU$mlIPCJ+}4#sz?k15^LIJ{@juHS|C2?4aruYniCoeTJY|I^ z1q9^Pntkt)T>gPUS&1Z9!;G#jmE?M3ZzTDb!ycJ|r@(fBi^c@B(A$>MsPorFFmF zGeYLGfSGBFF#-#1x6GMD6VQmeek5m-fOUb~A=Xdwyx#_E%>O3iQ)T+(IM68E{$Fo22Lpz$s9)m9`ELia=x@n=o)WGMOyXcRdG7GiR1Ua12Zwj0 zbMP?NRp#qE4lb5iogX^K#lSq)$zI@M%6a8X`tAR zD_mqM9+li$!G#IkJGr8Yi>96t{eW67{PI>7cr|e0&al}O(!@pd?JTRTRxVOLo^fjL z;KKRfm!WYg7rWk@6o@gnsOUPZtIXyi*W=cV5tj@5yRYT0ec+M z2@e%A&%-bi*SqfUASfdrKjXwh{i^!TEf08@{dQyWKUW@_N*N*! zPk8uhQnDiA84s!6mloG}^58o){%gpahnU!;9(NQtzav%=|Ual72 zAv|cFJ0g=4&I7e?u$vXd!>84y*ZAUi_@-0K-Tsyb%ayOT8YPijZpvy-sXR0syd@U> zj)(TL>5|$k9@0bl4i4w?@X~GxeMKP;p#~?z)Zg;1M|(-{}?PD z>>jJ?3vqdv*Yh$f_TWKlcqVDciwFJ5)Ho?$a$l4W9eS_G@!z$KTd#RI??SYP2J>(< zB-P^u@}RtBL|H7B2fu|I&Z)oQK_+i`-#=vBz7klcn8}5e zhCg$xfV>CSpW0MhrdvDRQ*CWWDnlHVfUU5o3sCI2`gh`#N4vJs*;Udk!jnZ8aCW( z(xg{5u(4LB<)c;;8$VoqQ?9hKF`J=3)8WB}s0r<40hNs{3!E%^=%jt8sYoF<8v}dz zZSTHjW4-d8i0EK8`Yk4+8p7BRp#|L^k7Oh1_X=I9ST;tDPYLO~VZ$OsyyaRVX;+u( z_d11~uU>MZG@XsImlEqfX0j1CSs^Hz%SOzubbGY|Hk#ee?7Cdc#<8wcPrp(&_@5hp ztgK+;WopCo>1sBfj7nelqr!$p%Z65{v!Pe%IN+zn#!bbuf5*xC-M}N4|BepHqxncz z;~*RU9WUcu|6}9s0u*E)Bln|XcXv*d^s}>0vaKX(pBB1)jK@N#Jlk@a6$_6vpJci} zBKwCv9ffn}SU76>{mM@r7W#JIDOoka#L|C9N9RY#KIQbzyf5FF(3Lx?lUl`uxYW3A z7>kK#>kc|*Jz!#yNn!JqI3`wjH22vyGr^5F*I`?N80}8S?9fof(kd)7@Y>7?{G*j-HenkE%h@L8Hni@b2d_A z;Qc}W50L~NMVULl8}!nV@M_$7D4!0)uT76az3GTtzDV4{j}Aqx<8iWqbjbg!cw|8s z9e1kcuRS9B#Rk`rysQIsTre%}p-Ryq@I%M_-bOmo_vjx#GeslcbL}l>V`#WE|1kDZ z0u9mTy&uzEXxOsXJmHrc4W~a#_n3IoklgphVeT>w=9k_*qm%uu=i>R7msgYh?Wm*K z>{=Qq%jESdCcE)uExoV3y&H5ZL8_!{H?;2?x>r8y1`Z8t2VLyO{{R30|Nj(McRZHw z7dDcVQB*|8N<$*qbje6jDnzAJDoI6VOH-l}8b-q?5t$_seeKt4d-rR+i$W=7MumRQ z@2~4~?&sX+KIh!`bFOp#6S4GIb({|OA;USkR&-dj?@KD&LPu7bzT>xFG^|UF=})E6 z@a=M+^_)%`45Y*_ao*7|eA;%qLOBh~Up*e0Jx#2~zA_#Tq(Nby=Z&9EGzga)-1Tv# z;gGSHkAfbd-+O)Tn_epJQ9llw4p6cBUi-iN8Y;>@`~7-VPlcLqZMJU{6~2LiA?Guw zFbRDjGnPfgg7g~ky}4Ad!e&JB3#iy1b8z~B7Zrc#bhD1*R2b#&@3h!VMS?8l^S;wm zyc%jSch8xPiH9(x1pHy@BOve zHZZMTmp%wWA@#o=`m|!^8b4CSycODlm3jFx zggoP~nwr*vHt(`+ffrh^EJ#smi)#yn$5cZ{zc=Hd6Frv^)ePH<`|j_`ZwC3?M6|M0 zGve=keA+$Ugr_)p@y`T}f)w}!e`7|O-K2wjO z)d=0QO-CaK8lb+*hMJVufTK+BYh7jykQobo^~SCNHgfcrZ@b9Y;A^9)9z@2{f>gOS zdOZSPi!GH&v7n5p%(di3>&1_@m2VI0VJy!(>`l5&mv{wWfKi()4n!AgRuMAupJ9b| zC1eAHHuvjQ;ze(%uwc9rulG;&fB##FK2v{feZ49)2YhtY@~T4m{ERp8wN<#yow##y zq6!bIpB9);R>3$kpmTIpHPYMcGE&x5LqccVq%OJ|?0YYjMk}h};_{`>ZKN8t->q6l zTx)P|QPP?ww;C*XFZq;my9V*z(a||~Yd|MITGd)ngKVFDq(Y5a{H&>|)O4?f<=xEg z)V;L`+HTr5d$$&~q4%bmMrvU=_|803s}7BO@1%#VtV6P0O5wWwbtwPcSD;v3hli)7 zx7tk*vXa;djbC-R+^(}XbPWk(wr(b^4@lT%?va!7kOcglxa{9R!hf@$79N`+A!18S zz1)dmY-yb2a@q$>binc zTr&32mvDY^$oRXQo0u=#0EuN52g2%KNE3MC468n9r~wP=I>L_; z|3gNS`OL|cjc~cXYHd$jBNoVg2z^Lt#6EfLjH3BX$Q~={7?Ny)T2b54>!k z+-SnFY^hH3iYClI@>Nq%)r51&ks~*2oABLSXTxYfGiE1fZzF@7;S+iPx6HX_v^-(F zwkc{x@t0eL&wn-}sqI9~#7Hw3tF_Pbd|Dv$_||dRQ!UV3>Ur|(s}_(Cm5EGzZoy}T zs>KTiT7ac)5rv0ZQD?I8YtfNb%*i4xc1dl;m5fL^z2~hsw$ZXQz`YGuO^(0u7PMl$ zbmJef#5NqJztQ&gXoJ(+Ec=e6HdKmDifv-GA%&H=N2vm%I+z4OVgx)vDY@o)RqF8!ip%BV-zF}@=Bf(=y&-0;>wp4^q-L^ z_06DwrL!q$aV7=UWafwG^%P7A#=7ydSd-5(KWe*_@VXPepE0zVO2> z1m9%TSvL^8F;(8dtRr~FyT}gi2|iku+FHXAP|?UQe!EhQhJ*`cqO+hu z$NY@YR|^{EO3J2YdeBf7CE@n^84bBJO;zHLX^@+%wC8>a4SR)qhJG?>&|k7KZlOFK zn$o|XuQsG(Qx@g6unQg6*1Cl%?4To}UShKE9vwdCADRDpO~(mSmt2wWbht5VYMApF zc-Ij+JRrn?e71a%sWJmSKD~GDgfpONDR(LNA_Hrdo>l*pz(BO)hOdns42ax2O2o=~Rwfah-`fXT$W^wM>LAZaDap z$AnN~*ZtVvOe}h@k@3%*h0$YEYZ-f37(e%Dm8w4rlT|D`#WySz_jI4W(8$8Ff6Kn; z^|0{rRMx?h>TE=dcz@)Yuu+g1EoX~-drU%p`ZgjvgO)<+Vr330s*Dasj>p)`GRguK* z4#=tp$xTmpU}obNp>fqt93C`mT^-zsyZU~SZI3(Q&{!FAFSZjxy?L~j;!c>6CcDR9 zcS6bVq4;LuE?nIbn14~L3);utN{MalLQ$PAN7kqdi+4HN&H2!U>Zrt!sI)G~7tf|V zD(S*$0AfI$zp0XTiGN)v`}*h*#ikpkZq8{x6ua^EZ}@P}-fmR&_+MN_~>&9 z-H>eQvbT-z#<}7vLxaK`oI7P{bM|jH_+h<)Wh324OS`N;PnClkUWL96(i~K{))cM( z-Hkh0J;%hBbFjeRPXo=IgB2^@)ah{uJ9*o9&o*)}nwu1*7R$lf|74$9_;B!W*C+Lm z%^ci0xi8~6*lR$3vHcdIC&jjXWyAsN(7spX zMh+-eLk}-9IA|;Rp4wr+#V}{gen^Ci=@eyg87(druMJkQ`p1F8Q!SEP44wKDONYB5ik>55>YIq%+s} z=#S}-Ob93T6m2X_(( z`!`fN-##YnDdh=uKjWimS+kaC8XvN<pXES4L-~d{84zgk~lxiVaKo4e8lBQOzc?4 z$1fu<=cjsnEPOHJAu!-0s=;o{$DX7<>w05Wa~|;NaD8 zp-OWBUfnik-X{+n4zMICs+cv;ZGJRt)Ez5uo9_L5RM;0MVlrUp}4{V284C z{`NotbWLSn^MVA}pUf%`2oa#{=MERKa{?In2d{m6UI5=Uewynp3UD@lxqkH}0nQ&t zciMAVfW=Sju715DfM%CA>GCxJl-$jgWp4;z0rM-F;Q~DHG7*?X2;lVdqhtFm0p^Il z=sOxEz}R$I|I}>(oXzf@i@7Vnyah@(H17$pHbDJlS&RT-r&YUSj|#AIVd048aRF*W z0wO+m3-BT6`_~;l0{GO=ckDeWK$_vs#L!a$-27WsIiHA6lCt4@ik|?v4-VNF5b^ok zJ(5Wd5MVa=<(C6Qd{Orj<9`PW@W>))UQwt3e|+s1mlE+gC*=jW5plKJ=vY)c3jnF~ znp$@OzFc`yRUj_FNKDV_6#OFh|;DnmNFFw|qB#9m^Bi^HT%{v1+ANy;* z<+KM=z}yDC-$+jdlzwW=j->23zl%PNooKa6}WKBNEbb*#Ko4+ zD&zZnWfN8VA#R z3=2hHa5J*&4YxUXv~={@Re~QBl+1dbXL4Xw zp55dTO7OsTmoh(M-)ZGXHoe{)_9?UXJLU+qTS zsJY*CR5vVSq*VqEcVmvNe}%h5H&h&aQ=NLd5SY7S+Ui>u>UXRRaIEh_&+InI%-}A} z(Ko?umoA*=v23-yx^Tfl);80&3kkGN2U=Svl#^N2uX{S7*7@~8N<$}ff2CfZce4|o zOU!KAPIcnHW~*nKE}ck~^4gLm-HGJ9J`r)EuPE11pCc>U34Vvm{EPQH5Z^hI*Y~Ug zoBy+XE^@g8?=>V^COkUO!E&6~aI^!K^Gc8D%Xc8HVWuEwc?Ya|U$l^kKIfwS!()XE zHlFS7ThHoXW8mArZeBW) zz-FOJ@2+Y7eHIuq>&g}fu~6@s!!WtT!r>bR9*UkUcy5u=zPg+RwLK%T|XRtDNE_iqiiAo}0FR#xFg23q~%D{{6oFg^aP zS#cW!27KGMm$oqA7_awKaTNn|n>2r((`3NQ!hffc3IqS~tD~pn7;s~Zd8bq8NRWt- zHu^zF!5;Aid0*+EpYA!L#-YQi%dk2ymyRVK!M!5Ebi7nDZ@hh!j{R*;mURw9-)^o+ z5Bp2>^IB$%&>u83TliMzaA}B^6Rfr3Bke5NjI=CcYG{~R@ln=zj0S5%<4olRbcn6rmg=uY$D7(?*0sbu(7j-boWo%{zJ#or zCa2Ni>g8PbIG>L6*2En)gLLRzFV?v*LdTY?x|Ykw=?J_1W3peJfo+Sv=jJ#vFuT?z z@RJJzS}|ti-DemG9vt0nokZmI#^i3hat7E3GiS?L4BQ{m<#~T&!1Lb@;g>uH0^U~c z_x{4b9sP-=kAE=G-|6zkag>3${yz@>;|x^z9KTGNV8A7|DSGK716>|+VFR5Ekc?Ny z+x=zWT6t5DV3vU_Iq|JcqD+jvObC;o&&1)4Chos~GH^`B$JK3$fipj5j*kj6F+8}j zGKIvz?=ouqCBpufpxJZLB@B$0obKA1{yNGpDLnpC8B96C9jvvp}V`6rp>lF`G zCbVw}4YbM;evO{iPM2h2gKMDHFtPvTf*Suzgx_ixV~&c>FrZeZ=@Li8&yAa>(zS#M zWvzjj1VbiVKm0k^yPTMt93&I(5%KPn9?acD%vp{~9alyNh<9r;^ll5WFY;|tmNuck zzLcD=V#&l;qiXs2#5wbOy~MSM_zq~C{GP4I#AeO|S}~D#C%c@X|7?i3b0eq^RhU>V zEc9a&k*9H`{<#{)Ox(DvdUEg*6GqkR_SS7=!qz#W`!JEurNfRv{Y#m65%b90p2*{B zi_|FZ&kQVaioPU7oZGQ2e_u`>6OVPuvpa7w;ZPc0{=|=oE*pn)hDVrKdAZo2ejW?Q zK*xtvpfq% z(c#vY6j>)QAW!OqR!~YWlm@ib0W3priwNTZ(I8B+pl3EjnlXzU>ytR z%KV*^^@zIE@#15<0Skc!eL047+QG>623nP^S0 zqojrsdhNd{Ip>+kHDa|6TwsFtOs&bOov3%#rMgaSOh|2LlGJQr!ad<~@q$JsWS=%A z{tIMbrr3V`Br!M3pXte~s$*eRh{k_fL&OOOQfxH~70!}tk_oIT{-TmjtY3LeGZ|K9 zWAap@)b5-e=~FDYem=FcRIy@WmW7)4e?KXUu#t3k?D-Zk zHpbX8?*8-G=-+f*K4}3PtCGTaRnlxc=zUKcT*O9TXOfEQ5`yR6xVc|dU}Ju_y0qtV z;@nkVtz6aEU@OdX=d`mB?@2vV(aD1Pfr5Ab11yAcW-m23vS4U%a4b-gct4pc+96sj z$S$ILD}5*KbM_i@fVj_&{B)~bVN6WLMlaz!BI>|ggRvBXpB^|)1gQIQipX+ zEQ>13iZW-yT5|c_YuOCk_@^A(QpCX4%y<*NAAt|`PQ`^1b@6firo)#RPT%!8ZdDip6J(=#X9Mr&3r#hv+R=c6K=(X+pu(-j#H0 zC=$q@Jx@m`H{&Mj5*-T3rnfY%(($%hBIfW7I%2|ZJ3We^qs>`;rY4Gx6`wO_f83=* z;9--vES8QZ5w53g9?&7wALCKzNXPllTOvE1==hwFpCsZ;$J{@0`D^#k(O0HB>$;cF zO9|Ax>On_C-0+%QPdYkc^3V1jp<_fNwa?%<9g=3#)A4K?I$Qqz?&+q%+>86TqKDw6 zeKrJ==G=IO~68f@0=OwTT$5&4ndt9y)wlVed>ae;;p8%ZaRzM|o} zRD&49i-v@x%=lApXsAx!qx$X+!Gq*e@9Yg|IKTdVaFr&(lcHz-DL$ZqJuWuaY!?mp zJr+0r+e$-me8^FnI1O^LM+}coQBj%wDDS~G8p2PE4|EJu@noCjwsp=l*jK;u-#dqf z)J5TrvxL5DO=hR&G!=gp$LAHjqhj|qy1jD)73-Vi{Iy?EaqRm{h4@V>B%iu@YsXQc zW4%}+$ASu)h2HhaWmMEDq+~vsqF`QeWq0Ij3g&*&iux2y!HUFYhu>!@U?$y-^Gkf=zVWQFDHy^6&IE zoS%Msq5Di5jC>CtUt!pW2TJ*#A2M3eaQj+{l20qPGnXYyUu=aJ`MIaDNh?~qO>CY% zZ^6rZ`lYFPEnq18N=o!@fvo2uqrd(w;MB=ig=n`x@q~;+@cI@w58I2_CNyKpq+)+& zax=0@b?d&pY{u8?AJ^&THbeNM--gzs&G;Bza%AtRW~kG%^M7hI<8ywi#CDx#oGoJA z-ecH|!-Ja##a)}=6qWKx_D~bfktx@IDmUSV@atv~ohGa}Il9N{n9__(+Jm5 zyM@h{8*%l&A6Li@jab>LyFTew1G=WKWM1`bz*`Gzlhb2lOzCYrs@X-xgE$?LtxaTn zi7~Q@yi7*a2c6a2$$H3~+G{*0L&iH!W=u?OJ@zm3>WX+?4~YQT9ky!qkXrEk(0lWG zbQeFc-1v!vlCzX9Q8;@RsPIamtP0NV5-c|f;wD2^Cta( zMIFX^TeF8tYSF#cvo$Te7CmkW$<~`|ab4BSG-bR70T*A`=RL2%5&uGm^A~Htr+#$) zbgc%vTiZf6M%LhdnVj_B@){@yNS>!x)!@Xr{i>n6YH?|mPUxR2wa6PSN#5C6iwJv3 zn@|605fUx^;-6X_E(q2=`RHGVNcH@Wo1^N`U66n6$8;T-RZ2orK~| z%kEdCl3*Mn^_eWo@g6Wq#SYjGTJpO!|seHP$0zV59bYDKa`6 z>hF3iAVVWq?ev5`88%lN8`O4?ac8EPrE`dkInr8(@A#5&!QV9HSpXSz0&ZrH85wDB zLl+xgB4gycq~K|AB~E;95#Z@Fu|nvDKkJ2yTd{IQ<1v#uoPcT(%1t4%P)5Y;KX!a`W&)#&R;gEAx5^Jjqy1-Vh$^PKNFN0|9H^lF{>8 z`BOkG8Dl}$w-rW_A+x+yL#Tudqm`jg-dK?F&{^94zuRQ!1~i2K>LbJb?vdYF-^tkU z;>SVnDKge9l0FbWrvXwHB~}lt$tXy3JwSg+#`E-6Bg!lp7VAtBrazOBw5vk8rjm@d ziL-@?Gh`^lJzu}Lj<72>5%q6`jNupJ4v!QY(6Ct2-k(f{+jDuPPXlB)?VcsaN;F_~ ziT(WEd@@{>T@M6wl41NvJf=>j0f#g!PN#1s?tv@YVy4!Bg%9Im4PzUS>g5t=e4_!2 zjD$2k-)%t40`l@K*#_i!|KjTqcE-cQh9!g=Adn6#1cQwA>t8rtZ6V`-00030{|r}o zJd|A&7Aoz9v>_#uO0gz!3qC05-^exHCV;IWy#1w;0(ku3 zn7o_*a!wx~A`PWSP7d>7 z&!EBQl2JaWYo}b1{KJReQez(uP4gjkLR2(BG0=-RdcQq~)f%~e!3EOHBj42(T^NA?}o#F^b_bL&LbnBkT@e;%L@_=6^ zbt0J68FO}sBZ8C*19MD+#LyGCWV2kj7+80Twbn+9VfxVx&m;H6;4c_^n3^O8XY&;W z{b^#@ZC~A?n=J-YKb=cq<=1O@6wjPSj^@Wc0&289oe#O~!_A=R>LGJLK;WgY zxWp0;+zI^@ty#r^utuYbJ4I~x_2t#BFK^iJ*LEjUaw`X}N?e+*+|2>ivdH~^?{UCN zCMqj#1_xe7gi+nfIFQD&U9}{b0}C9sWb7Md!^L_R&!4k6&~mZ3L%xCyqh)T53bWY| zQsGs4tc3+rJmq+hVS`7Ub<;o{3vSv~eLvmI0-f1y8)k1{19M=a|JEc6X31#!=ALIm z-;}M4w-FmwgkNcI+0O>!e?cFew-EW~_TJx-%K~XRwV%937Q7DK-r|+Of)AnLYfcKgGW4yQq|0gvNqC|R|HdF&Qu5J2g7hVGvjFPZc zxf*Ct`clLltA^qq`MVeRRYT5+$X>6XRUn578iIw@u=AsSUv@7Ob_tKXvYueVEoO!w z^)eG?hPYVl2xr2Pr}-?`6ei?1Wk$IyVS;$C5faLEC zEhVK2IL&mm4p_keqZ0~+hpWp$ol3WPw1*D)!T%;a=Fnl5nZdB^5DoIj$_+0ZrNNccoyfeWIZB1$nY!h3L#XiV znnPO=*n~0aJoc{2b4m9Vh zM}~LMi9SE1=WR!awS%*#l)e-7)NHDJd5@@Xa(4z+(O@c+=J0To23j22d#g+uq(1Ga zec?a@<3`nq&kPzEMr3VJzfXgU1A40RYv?c-(Ox-YGaW3Jn9d~I(}5`-k2#w|2ZMiZ z(vC~Z!QFyHsT!rjhnGJFyNBpdpt@5%e>WW-FhVw`IMAWw(l*PhA#~7>&wgM3fd-+? zul7pKBHlxOV!uzB4ie1v_uYhku5$OL6^v*gb79htEKh?7<1H)PD`_xj-#DZ90&yS8 ziAhx{I@pW1XkW^v1KGdz$@oDU@Mg#EIx9s# zC(X_75PDv;&SnsLW#~Fwn&uHYFlVKAE-r`WnvGvy3gd)Rh6648sc?0|xkg^jt>W#(=G}e9VGUD?qXIZG>TN1?)Q* zu}k^@1FXEh;f|UL*xE3|!t@*i9KV;X9r0m+1Xxw2-(rARW#o)~90Oi%(o~X9V}OFa zrgb}o0oRlolgV@jJWYQ!JE5Kd7bS|mS2i)A+h=)^<$L0Pee#b~{AUIn7)g(7pI|`F ze=Tvg^D2N}JUU2mr^Dj6BYTJZ=-@f|!fE4OI@q1qk^jb&1}4Q)6m6o;(OpTU8_&|f z&rH#B;u;O!p1Sc+@)ixsRm1^hgijozm{CU`(?Ea8@|1ou4IIrWkA9WWfKqg4<%1d; z9RKigi4&Iw^H=*y6bcC6mh5PKy{a6fQzYK#$d*Hm)B2jc8RgKqh-;ejnW)E`fzK0> z6)?ewaZd260Kab9yxY$!VcqPH@e7M9At}?fn7^P3T&`Q6H6!rWN~J}5vQ;qmUi{wP zl|-E4w27lu1yAopy{yxzg7fYb&D)Kt;A?yDtwxI~P=3`e^0Kc2k~Zh9oNE;f?GP$3 zys98tH~6pP%_{idp7n4#ipbNy^&lsy3LbplN;c1~0#A=Gq_4$QFnYc};bCIteqd+|S=w?w}kswtAW7085&ruY-uQA}{TB=>PNkqNJu8=im9VnW(BkBx~XOwi2e zw%{TYO4gS(nuvnD_*OqWUFzm}f<4%-j zUu_xatIFKnkVEvjk{Owt(NeJMO&Z!ZRRSg*@wN+gmO|QkjjkrwQmFr`HMrHG1QZAR z+?)MMptg=~C%RY&GN35ZNiBrsQl2g0wS|z@P~Z?5n-Aj>k+eI@X%3iJ}f@j z1>W8Ha6r0C|KFc{P+Yvl{-9g|*j?CBoV=+3td8}FJO3*HkIdylRp$ceRb=?M`W1jf ze)DA2-aHscomu_scpj8Ys#3T6=0S5~%$k5WVtuo_bsZ%SYA=tA_tg{F*WVidp7>ot z2zqIm}f@UUZRQe$g@0=d(!=_#>m|{yY+dm$%>%{L1$*|l}??rew30#IoQ93aP>OC#GB|=E>+UeSMgSH${ z886wxw$BDP^{qvhGqS;%%~)u#APa8yS!hbwWPqYwUzcH6Cgj*zSvy%|L1jY*=vDS>lOaWeL5j~Fzr;w8d41dP zSWN`H)*Pe6%?pMQHPeT7v>Q+xH}|96T0fAm|1fulZV}1-)w@!Z!*1nG( zAwACW^f=U0S1p=#KLIaVdFZdeBxJ{_`)&40!f*Cn!aC(7415}xo^6th>;+F&r}aKU zcC-SVH5e7)QeS`+!)G1J?uGd3ac{%Vd-=#*Y7}4)UWm#TRd4pMD@6B! zGo{551sE;g!akW-fRZ_fJ(PWla4an0SLA_0)PMht^=1ZvhaJo$@(VC^nq@dwrx5e4 zp6#(uEW#@Z>E@npMQHq|&|l?2A+GZ|LRFeyh*r!0#op5?z*qNH@z47dqNcy1PIFWd z`fmJFvUN)_{*9q}?J_ID#_h&tzWfqgtzKY!(XABs%O`Z1FQVe4{R6=jNh(GJ%PG*3 zOYw5$^N-cq1YW(Nmf~H4%vXwcEN>R0dgP9N^WD!-vhYi5Mqd#ceK6YjZ+{`i?4bPp zoki$jSDLwIPXW3wGZZl%=OJ4?e>|}{4{buv-%aOHFhbFzlrBrbpOaH;PB;ZAN6f0% zQpot=s{972=M)?>{?A@Bgp6b5^+WeoQBXgkz)ARrjP;A0`?rshvD5Xozo#r2_3vm* zKix=1NrT^YnYLtn>A~{%4IrV7kH?PdPf1vQQ+DTf9vO`ebQ&KVrC{fnF4;xeo>pYu=@xRnW2h45K_u@KN~MP4H>`k^ZO_PsU_hF_ZLwj8knk zUm1UL@u^iT)$ch8KUtb&O?T&_V12i*eHg5no94{Jp8x&Tet6Y9;V(OaqQlekGoiVqy-ZcOzDg8Z;N)#r(pfBOAe!_$ynZ^Hbdhh zaZlaxBJT5>{Tu!~GZjgnPUy^z9YqHSw+wEaZAvtG%=rG}jHOdP#UsCX>uC`8H1qDatZ;I9tz8zh(xg{Wig1$|w zxO$fff4&a(zImL2FZFDXzd1<3mA~pN3l9-_JsN9_8M&ypKXa`1WiDo%2&0FM=OV>1 z$9|%m(B;;>*AhJ$__|snf9h5m8h>&7@|&K9CHAl>_-VLU z>(#@X@{e#lV7htp*CaIa80s&oOG1eXuZr6EBy0{brf+abLK*dflOH!H;o=)k(`WuB zqSsrz^O~QC-IYr%tdbH@=FIWQnlp)bAa_-cmQEtpYA+Y2P9;slh5JC*90 zl7Pld$4uV3Cm=;<%*Skd0uC5ih6qwpP{nKgOZ~GcXe=>5reJ#tE@qi(Et5>a?)j_D z&NU^Y%KnANEz^?GrQm_oqqE6aF=s)Uj#e^y?3T(oJ@^QsWuw`zljFHIrz`zr{u2$ z3Nl;2f2GaJN1MRU&6_4ExOlOmxR~gtvYaQ=jLJN8-4~X$;AasA%(H?AX5&#*k^-}+&@5}{-N`aMZ}R+3_kl7D(cNhgxVH>#R1LJfca~wvzrxJq4P}US z<1gPSmZ78i68`4JW$3r@qwF22GVCdPx2sKwhIR+~*Kb`y!zT?U>T%LEJot2f)$s2! zT+~viZTYzjYd$N+=XI9hSpAdMSue}*%)nVZ!zsfXPx6{8E6R|4w_{9LP=-2mALq0u zWq4gURAAOj$KqMp!=f@eQgSXUs)y3?7(KAiRE>_$cG|>$%AuqGrflmeHXZxcFF!LH zU5+cqL$;@PmgDrr zD;l*bFuJGQJo{z^E-R8tx^W`Pzph86I!l0-cWFDR`CfX$S=F0H)O4nk6iKKb8PA%SI)us5;YjItL)~CN+ zwb*q=Pz&?w5LNTm1>CE{O-ef-Xx7xBv6^92(Dyo2PVo{j0_*WK&q@0vqaL^a**qAZ zRgXzcc2vFIdi?pWHQG3Ug$s0U_x--a!V6!WL%L}!H14jS>0ZD>mx0e+4L?};ukhcW z?9VK0Z9g5H9L~mN>BhMOfozQU5+!Hi!$xhlXx5!eY^?rU=5dtH#u55b;i@7wmZxt& zRq=z3_06^K8Fx4s5v2N~@+Jq*HT-)fsO6xM$#0(u8V9+rZe($Oa?t+VSBb;HT+Hb; znIjLX9woB7R!X*}$wgsVE5^6_9m zoX%`JKAKujtw~JdV~Igp(jFxNYW?tU`TL&$)x)&s*qsodeouhJ!_xv>ce0D)pCZ6P zDb>v>(*h)Wo*ES{5~7k!k1ESnh{kV*|8a=*Zli!;r?o%h)Brzga-`|r!>?-L@Y zc*EF2Ga>eVQ}n(zPl&t%!|DoSA%-PtI;-gmQH$Ldz9@&_VQg?3%Mjw5;`85~h*#Q?tJa(Z)RVp`n=I({7)2?i-PB=CeE~N`x!_ zthXtfAx59iZw3Z8i1DrAD;e%7F*?PR5AGw0G2pMgUol&Zr3L>sEjMkz);W_c7M=~L zIllRvXHo;cE1bo>bE*LkwOJLNacaO6jUAgVu5ZA;%#Tg$xnc~vBh9>!B*rwZr}6kX zF>b3U-TJIYgsr6OH^Qn#*sG*AvG;-qf7?DX_+}$Q51w?8zMcqgn_Xx!;tKJa+q*X@ zHA38cYNN{E6ND}|Lv<@|KdO9r|B+aV!LAWs`X& zYLNgJTiUrT{J=-!(#4ZTwR|*q-%4eW`4|+T>GZylkEb)-PgK|QF(W82c5fvg3&RHO zxg~tmA|HD=MC>~n9(9ZSgpUp0(oam{`PjJBr^EafAGZV_-4W%*M^F9c?&>Z+&em0P z=o0er{&JmYt1><&W$&?9?&PDk(N(*@b$tA)bb}w7Mfj(3s%cj+AJ?a)AKXpEV<+cd z>mkmU_xLjR=tDl*BsnK+oZ#a=ZQ*MhnluzxT>@K6YM~YxC3Ofn%r1E(#z+Y z>uuztp+LBiv4)T9p82j`puopf%LgicUFKs*L-D=3*?hE6+pZlwpN|u94#xe8e9TJ! ze%*f;AK(4q9X9FDE%!$LPds;KG{aw{~qIG zid6M)30*!e-*Lm;atWcg-ilMV&hW6%Ht^fA?R-2TqjcQy7Z2N)v_&Us^Ko0Ir-aT6 z9`0+(iumow!|2Ju4#pS{R}Qr`TZHlPkx*^Hp#~mK7_B`XN#xJ(?AuKqqlhQ z^3ih4_ePOEAG<{ShhtGZT&mTlA(kX~^ViUH=I~Ia&S0khejbXGuheB+5fyUz)GQ#a%7JrzE1EOwEvc+V9Unxq#y|7%&!5{mw1A)uIp0u{KM@X!fL&ODUnp}+M-ir+sj+Ls?QH~7iLZ`Y+W<%YSqk@{ssvzLpjUhS!w zdxwYDx<#b7!8{D^YLuJu@Jm`J&%SvKi zxQUkcMtifd`NyY=bC@i&31R(eC+5zKO^;4(DrTX@0jp2j@>m${_Iz|5k|uW#JJ|sia6^zCy#l@)fx(43nlP z9eqmhluNy?Bi`3`_)Ab?EU{lIYGdkFHdamivd~v$V@%4*hl%G2KY5!QDIVgW>SEvi z6+1W>oaXa~RKvj?W{<5$Q#t6xxp`YvnTzjrd_;}o9P|!t-debthxTc2Tf;MWxM|t` z(-on_95ws%dy6{{=dDtYAbsWGk`D>ex^H-xYWHHlH8EdPHqSr9`Oe23t?iGhiN5^e zaO0G68y^J*2mCc%1-Jw}KgT-=FvRoHqG#3u?4RGHru&|lx5708ZY=`ji<6jhg#sK= zpsi z=IEtrnbks+yC##q#ZrW9%ZxtWJ`rx6{o$~OkqEC0e6d?V%%6zx86RjmB9yI&tdUMG>Anb7goz zq!>d!E!uS@M2vHsUo80UD@L7bKQkSP`Dxa$)VTbx7`?7A!zeXkypZB_xMy(#j#plM zH&!M_^<$?F-rw7RzPpRBcPcbs_A8sY%Y+SBuK1C6w7CIgAMb69dftGcD$zxP#0LBy z009606qk8Cl;0P}wMq1)5|y+eQ7T1gLxhB6O|pcdD7082Atl&Uw!~uI}@W(*&K$g}RM%nxLsyAH;ak z1nTvpd2OO5%x=8VLKLKxnp#j8*w*s>MGN-(%if){wiUq*`evV&w?f&nY^|YFD}JjS=}?MjMdu{F zX$J#a!9R7l=lhFR7_9Ty>@tOcbnaN9@<=Nzf4`YOWXwR`V4ZNXD+9~UCFuGdVc^GQ z!W^y)|n?Q-XUS)gn!Ku9X=D8(_dN$wFoGWo-;geLttST z?_$$d0%O-6ns*)~@VK!mqj*1oyd_=XDSHXb{djS_)I9;TN%D1a6DUAL-LtG7xS*!`)&en0))oPSF>RCRqn&<cr1a>!I9_&tNUUOyr;@ezdDx-lRP5^Q=5yp_b(<(2XIju5Iyf( z6c<*k{ON}yxcH)bI?_0di6b-F5dUvo3?L=gS#7+olJkrLEFeX!!!3ecslED$$=XjG``c%>38M8!bzci zwHF6U99~z+4i2)$wi0a$9CX?=x$95hK*7p%VR}6qmv_}F4%VA*=R)K{mO51R0`;K{l3b#$h>3vb6x zC~e=!La3|v(Mv8YT=|gZq*qNKvqQPcD~tu1X_xHMn+Z%UZJJ=xN?H_$)Vm%xJ4E1eyx2=tBS zo=|^6;N7@0hCdz>uxKvb*GT7Er;;g)ZkH4IC|~9hQA$hi)Kt470<+iF|5}nypkq&e z+E@;O$d5a9*f$7-l-ixDxK7~hx0LGmbOH}ocjUWYBe2<;w?_900i&izl|L^LaGZYU zS>Aa9`g>Z^79|kKSC-nf_cQ@3?bMndIxG~3?pQW!v2gABYK3bW^!@B#ALzG`&cmd_ zkcTP@&$s?)M<5IH;#?mupwG*$%U`B~&fmR*#*6msWg###Gf2~mg)YmFhQHidP?0g5 z-s(!%fh9&eigvQloSy6QxQK;HyWIocbUiqm^4HIOI}7eyw&gi17A}4M=<}Z?3%4g% zL)n6bvPl0#%8afT6|DP4UkMafN&R5ZQubcp1?%qwY#;Mg!v_i2?OoCuY)L?-$_{YzpZKW&qF?*%4|;N_r;hz27B&dW5&9bGQ=5+mE`-`8cn#Y8);cNEbEhZ-3zqzn6n+ay%IltSP zOkDZibUPxA39Wr)`F1Hx@FU(es3$Wq;3CfwUt}VZp_b`-j@CQcmoBFL>kG81&!hb^ z{^e|Nu$5j{+U|8v9TOY&Ii{bbo@G!%;9IIvN&p>iSN?=Nop6%Czh(Rp?WY9R z_-5Fize(WcxW0P>OIet>q|ElkJ~~cfCIv_DpyTZGBo|Nm{oUhCXev0#!f*bHfO2^{ zFIhiZLrx%}_t2%P;WrCA)4DTN2U!RxQnz2RfzEFMDT*ufN!UbGZ!B9u!ozmun~*RP zP3g-fWz+esb=gXuG@ZX%i~mYyOVRl@vt;(fQ4%XIYnU&k^Y+m>B{`>uNPNj%pdtO8 z#H*hR{fhcY>@It}LZnZjqROp2e-&N--RmQdte}v%Ilsqr8AW$gv+9)TJlmBN!2Ya3 zq5P9Y+^aC3LG2HvUzlWvyZKG?4cAJs<~0lv%J_isA)UM+Rp}YAY_j7Y&OR0 zTBggLVk2qRHA#;>8)^S7l;@|@QkAXfZl3$seWkJs~J}SNT7#o51gz>RrHvXnI@6mtEMnt8v zv=oDlOBG(+%kS8bjC5_^-ps~Z`CHio(>X{uqFD8I83!W_Kbbab4h$Jw@o)|Yk;T)_ ze@NpXPcOB^Cy4{~gvh}7Cv-owcun2;dmOkb&pamKa`4)WC2zHwi$DDC%JI9o_~c?~ z``(_5jSSYAvT!a+WZw6s1#(e+&7|ZIxOm_{yn2n=l>>ShWhKuXyOWc35fdGak;b|L$JIRh zgb&lO{JWdm`A}QQU0cAT*9(aZP9Ec9b@Yp%2Y>kR^Zz#0(n5e&K?VhKrULX(01_*_{IXNsTr>(=NdC2{Jcd zjtMX=x;#qoOMu@Wz62;43-M<^XIR-&2u*`2|9QCxp|dlo)izX!$(?ilE_foO&v`J> zqC$vEhYEZe-w9z6v+7BzScpfJYaTeNwnOEZ&$`39?U+d` zzc$sjBR0uzQ$k}qmWVD@`?a(qEjoGPpD7}YtNhtGtSy3Y{TyPwfe3<>+>E!TBIxdJ zZhmYdLcT+?_9AByY9IQNT_;4)cyM3C;S{ZRnm#2dUW7|CjwHWG6v5+Pfl_dZ2$Ri= ze^fscAx*dM#OC)RMCIsDNTa31)IqkTON5nI);_cy7U5#dsmmWHh+*sROf5=Sv!Xy`0i<|@XLj-x-R2r)z=qpv5D#F(6L z`s~Z|VrVNKQ03){vFN>G2$ds7(X}is-6}B%rr={JON?O4HDC62i1A%545?#cgse~4 zlrT|(uNT~Eiq#}|upqDSxwZsRETisQh7uS|IDN*;LIPi{*@e$`NFd+eazM{lf_$^A z`p~@+d=8CR#qpM4{IY4$0|zBg;LLOO450thZhhQ(K!TC+|3t3)CD3S%^4qgpf)`0t zlfA11Vg1LxO*4^T!uEox@AT>Y4)bk$rb%F8`%zUy%Ng~jw@sQvufMC+b=@y9N-w;u zjH2bwzxF;4#9~nI2kiflV)&fMTk{6)DCl8%@@Q!(zBi>1}M;Ee7M#4#gk`F-G;(%8#z1@8RG3-)&39Xn4L} z<$#g_m07%^nJd~FJY}K7h&Ylw&ebsB80EX z4pO=zLetM*>jG(+yCqjDFieDjDN%KY{pmPS6+GH)D*|)-;-g6#A{c73gIX7h5PkLT z&$F{d*gejtf4-auY`^$d>;JT)vg*12bWuBoCqCevETqRKJ0_)-v}4iI+_6}@c8pD9 zQGES&$e#T-`_P-*yNgzVf_!Bj^&F(t?+YPHGBVkET!^8H zxihDn7GgwAy3WkLTOfdwUPS7#VgWuV z3>3;76<|fvXGs=4ek0H+TL$*x)X}_~C^Yw`~<5Ul)(2=nAkct1a*2S3a0O z=Xb3yHi2d?qZaZl}mQalf{R}Fd%tMG7k z=3;@*WFBI7eP5kX+Xf%$Bw}xQ8$M?r(fLT{X`O(&XDKCZaC=(4o8#4niy9|)jGDJ$ zUH#wTk4xL|+a~z7xSflq=et5mYq?lIuJ}c88y5u@)xVE>a`DS!P3%WAE{<$ysyna4 zMgHDwmXakGEh)j{XEt--t{pL+`oe)I@`6K1I|uef$<1oFI57L!dT}U~gABbVNgEb( zaBAYuh&8)7(7li~!SXX3x8}`Q9z^RoxV5-qkd2x;r&7H)Y_zS?UuV|DMvxhMS;dC*)mw`k?bzVNbu8)hU?Y6m$LWS&DCmfHrTkdO#=4o=*{)`E zo$g*9v}6YxziXeIJ4)C270Pas^NZMMGHu^H{HJY93{wvw4Y z1(&;}H_lYh{lkk!z0;)>WHYyQ{kTnG`BanRXKg9i+>G;^W<=rE{nO`X(R^F#c%8lf z4b5H26&;cJB;NgZDR4#$iQ)%)Wxmq<8B`WqF{7F8<4lhkcz?qvktcfC237E8diC_7zdF#%m+x1MPv zfoz%XSmkh<@4jK&=VJuSm1mr+IZU8xxO_A%kid}2-04991aj9MvoYUKpi+Lz1=W27 zq^>r69rPkF^U%3_jUEJ^iSB&L+f9J`$~QjBh31*OVLN9h0&5#=rmnE3`|K+@XQgSL z@e5m7BBVLz>6Z;*m0JmHIx#wS$&5hhNuh_Y34slx3Hh6h2t@rel_+kcIVtGu{Lcn7 zU%IaQY$qYGSY=#XChebUKAP4XNq0*XEo_b?^_LO8U#d=Y_` zJCEvo=M$(_uWyi_OZ%5IY++DG+u4*H@b(qGub$;&`RfR4y7-IyS-u>9vQWt!W+nO5|wFQR#4{ky!;c`Qh7Y&d!Q zEq$(!6X(UzyngkLVz7S=fd^Nwdbrd4Uu(Z8d=Kpxr{C|%|NY93nQd1}`=zw>!s5gq!Gl<3)#G6w&uK;cNEiC(bliUrT6ga3o;)`fkR22Li(`&9M*cXglW?R-V{F zAcOIqMdmPZwEW!j8k*MzWCJymZ!%G6-x8y9gXU3zTwFpHt+#PlnoaYY==$v&GR8E& z9-ozQV-ph#EhVMnHZak!t@^@d1DXdfc#HPwGjTPu&Flx80qInxYxD{xoMT5%MK7b* ztu9E3)MCQHJcfB}F%z#jm)G>XW8i-Mwi*072J#HfMm4-JkQob&_+bg$zh} zaS{Ua7_A{{W%7LvW`xr2- z3QJb>X5jq0Z(_eE46JohQrYl`0k_^ig#3Nl-!&>DAIll&x?nZ*yp#d<^5+ESoJ|FuJ#lIyg|#2|Ky}?hR)IVXBuOb|M?9AvyYDdQT>vEdgI`NR6iy>&+6$N@M1#c zUeNnCS0=nP=82^onP`+3rGK(!;>(71Jr*5TE?oaYud7V-=WJ>s&ofcy(Q!DI%>?U- zvfNCX`&VYY(en|l?!;Ju6F7wsPLITqg)}1<-OQ6j3 z$k6U=0ybOBls|UUc}h9x!ZP}uKD#l#`;w4=gGK4$No@q`!gXbnN%}o=ynP&kX};I? zNLDz=!U}aJqtA~8er_D~*@uOkk-$kUWh|^Mcp)!a!one=`JZX8au7Bpm9A_GVkuD!__ zTEl*jU7h zCvknR?CG*N63y|9{4+5m^xI87xJQxLsrl!Legp~Gf%)5~hLOnW?#bymN@7{%1YuP$ ziSG_gv#%Z^A=Ca;-=DTS?z+~Hu^)-q**QAOdr4?|{Rt{AA@SDBx9pWWiD!DLI!<{c z{5ln$EzKdZx61nQxEmyDdUtknGD%oeCaK>`BOxW9=$(*4BDN@@#50-1@uAdTYc7$9 zA2___zw;y_?LVCQc$UQYJA&%xr)hf%IsB`!Bs3;|-ROUkgl_6nAHzrz`&rUD|Amt{ zpwbXe9V6lPWU_C@VG@P6>(*TON89&l>TlyeBo^j}&ieY3#3ALTt7$_dKHh&Hsr#LT z=wbNwd;KILi~{8T_0Z>QEG_QuBw^Owdhv-C1*2akLv3mlN@g4%81$yVe`#cT*o6W+ zhp0cmqA=r+~t)!R`=p8QllPOw!mG$cB^C z?Ov7JY^41i)Hu_~Msm%6HUDV6w}V)<>nz=01?PXN&tM~1!)nv^0yZ?iulCZcVB-vX zQ?6;X#qP@xYZnFE8E(JcW`ic z%|8BmIWAOt)=pHIz(w@zA=X^F|BRXT;A^=H7itNErfcH3koX47a*v|>&+_{2=0Yy+ z*a!Oj&f#L0#*D9*e{(VErlMxt5Eq-Iso>0cZE$_Rb;)LnHdLjZxz8|e!w01=*R0dp zkaRu0tnhLh%$({+IuhG3YhIZ2fA{FVSo5FK8>$VS`tS5EwzNV1$+-i~YCP~%GfNg* z@}PY{amA6%JoKz$dK>ui(B{2l+g1-A!p7oPmY4GoqkZi9aRv{CO|$o1cu$WD3q#EN zdGI}{VB5Emj|CZ5eXr`%egDlNS;Jj?$dr!bAGhbDFD)V^CX|orBE`_;H+;O_p<-KA z%?BrdI@K%Yqf%-4rUE`6W`XCrbJ={1-+H}h_b4Ck|D9f-WFSdnw0?d8aJ+z=!fZQ4TJ0vv%M2GbhpXwA~?5oo-VzD@O!aee71})h$Ato_MyQ%vgxmFF%jw`v_rPaK|da zQwaHkJO9l;C4`Sh<;Kn^Axxu84X@VGp%C9ZRL^*} z3E}49aOK$_A(FKIyV3hYh_o%8_45qdafnJvmhxza@58#WnJ(?%m1(8E4Q+>%qn+Zx zr|lS$UgDR1uN_{`7`)66?buRbIxD%m9p@wb0x&}aNA2*qnG0wxb@5v{ZH@?xPW6?d zts+=BYLDeRh%n)g&v%a?5rmwLD|L>GFtK;Rxx`ZpT%^<3-Oy z?uejyTY0RP5aHdh@w$a=B0R|Rx+MEegfjcX?;j6|@IL?m0RR6Kmw7x??-$1-qLda( zNTpKJmu&5p>{=8d6_HAjL@1&ZCA3(Q5-Q4;M2Q&^K4!VsGGkw}&y13?v`CWbcYlAK z*Lmiid!P4t&N140y;%TbHoFng?sscp=53JebKx zlleY8i2ac?9}VTH(tdR=I=V8}{a~HQWczCe> z{w|*683)oe6sD8TQm1h~9x zrrVUe0OmiH$N*OX6jVjL>MjU?2&c4-Q3Ckx@{GE3Pk`cQhtriG3t$uCn*F<6fJ{%q zeXLRdW}8o~HX(r7WgCmIP5~x5{^lqSP*$k@eBTK5Twa97j9~$K?|df9ga+Waa`}Ck z83TCeByi>2(ZDu-`u2K0BHpks}nT>#M>9u zgp~&` zc(?#}4(*#)>?y#un_EL8PYVz!X?}UTGnKdZLvl(^0_ZW{wtcV?U|$UX{>WYdZcnEF ze6&#j%jYV~AFZWq_`iNB%D#H+I(2%90O>m($V3SX5H#!il3f$j`6?TGaVWb;nfqrkwdTr? zT;w5|QxU3nfQMK6zcy=I@vtm-Y^#w44`mLIZZ&A~@P&CK*H(cCb%XnVYG?9b_iEE& z{po%*S|2=G*w&A=9%ibp_5E0uXlrd*)sLFx@0Lry?#Fa^;iAvU{ivM0uit#VAH7`} zcWb@-QDG^0vGY(rGKFtGm~Gb&w^zn(A$$9={y~JU=+=H5XM}tVU)7Hhi@=q|Q+;qB z_<7O!OCRWm#=%B7OI|u_Y>3;a^xc(w|g}?Dp%%h9$h^>o#{I^@Y}x zn=899tm7@UZf-YTH^e!mRd+$H{%4$1SQjk2Ex$gD>w^EY29tR^yAaNe{&>u;3vaf+ z{3NT>g%tyCN3s`mLEzhBGK0~H@!0V8!iSx3wmNx&lirDMwcAvNu5{wc)Vz+dh)$d| z%lvY9V<%G0$JJiU@5Gq{!x?vn-r<^jD9bGV9VVW>NJ>b42Zy^MnrHpqf!>(;D?9KV z_9~w|FlF@)_YQ=AJoTdkl4){IZ+~^*qod96*4hr3Sl{*bZRkL(#@5K^Pdo7asYj1u zMh7Nht_W1kIa3jFudWC!kPT#zEY5k{mytXYJ`7zuMJ(u(J zlegN@KVGPEJEk2;A|6XKkG8{S){cvVZtYlp!(m8XuN{RubaIV*+R$QFH`RYjtqt8p8TMbBTM_ecX|2wuRtW2@ zb-NYUie(aAzQ#GNXkS}Vu*t3!2PboKH*9Lf4SA2w*EX#%=d1V5-rR~;qPJrQcr7Tt zyf|m1vIQ}2WkX^wTc9W`Er@q$f%f5^Rf;Ap2-v^YDNL;eQ{zH22klyb&%5iGLR4IW z;N8)YW^7cQ>^kzU8GbT@*{)&Dh+phAY3JRH^M*dL9?8vEP$T(e3$=dodWZEIm1cze z{B|;bb~9ciMhYGI*aW7mTYJ)_Ce%D*>xVvQg2T0D;jU9nnCTa2nR>YiH-CP9+fvks zi_>`}+=ET{@GQQuv9%GN8Se+R1&v6}Pg{65vk^-RuY4UTXv8MpCn0A78gZX&F**|7 zNcI11cbV4>NWWF4q|a(VrqS$H@74xL|FpXh^05K_9!#%ec@6M9EZ!xj+<-Z*Jr2(| zH$eQ)iJmp%^*FCNZ^2862H3Se*QtuH$D5`V+m_|mWB+}tHt)-Ia4K!GN{p++Vy$k} zKdnQmOYu2zu{u1PvGu#k$y)d-Kb=fiT!#}vHgA{s*5aoBkj=^SwJ@kBa!of?wRjZl{I7nt* zP7clG;JkO`Qq3$5^xv)f+MCLOWssh4bP@;7>U$au;yGaSy_g=0;y`CQJpV}q2a)^5 z9@&O+ux4U&py)*oJifFoDLTi2iEB}SyB7zaFNEBecjsXDp8nXHqa3K|4@6#cEP*oF1XhX_l3WOdJ=5kDP+{@u>4U(-!P`or_&dc!ly;xQO%n zo>h5)i^o<%LjJy7P*dlEvL_eQt$|;gPEh+H;;)1r;i59dZ;$37E{<=1f2Gfciwmv` zSHxIyA>v!Gbh|khQb`Z3$F_4Z-l26jWh)mRMu9a}I$R{pUNZ7ejfxUwGluH|-d@X_@^yXAizJpZdh%dY33A4_D*U zSat`Kwh( zmRwogbg>HaCbP05&sRawqFq+sy9zsGb?$t1uR^5j`jo6=RX8lhaz1*v3PEAQqATsI zAQXRV-l$a-vRAdetl3GuZ?*UCQj;p2a{VE})~|y0$6I|po2y_r|Bn9O%ayRCUzS}O zSc%MBk5lS?l?XW#*t7ObC4}9F&q}&gVq4-d1)fVK7W$7SXE;=%(y=bz#jX+(#hr4p zdn?i8Zfsv=QHl4f-G(n1RpQa*b1&EGRzl>-DanovmALY&(IjGhC9XD|@Y%Gs64A=< za^J70#KBP7oO??uF;S7Y~uB?QG#y@=3TS2xVXBCSf^bdQ!EGgwf{JvYquLw0)e4 zZdQ{x_uY1vE{lYcMQp?8QWDa~j4U70Nnn7|9Ir_5OdHkzWRoC$ogU<-k#N}OCgl8x z#1reY9+C+pCIm4p<*_7;XI?P$zDZK|LrC88FcK+dv}Fy!Bowng#fAisxawakqUA$E zcKSyk&x6F@gr8$~TuEq&d7U(NCLx+7*7NNEiS74q+otU!VaViH+wLaeBR=0y#EitO zWF2~;0f}8rx71E-A#wA@i8L8)65dL3OUVC7tT6m_*MBvMOOLH2RhE;uu3>t!U5-T6 zjV7_kMI=fK-h^+NOX8P|_pBjN5;n~;;fenU^r;1l?D|FEZT{Mjsc!_DlU;v4A13ge z?dIt;n_?eH&>=vv6g^$qLFMZN#KRHo^5aifqz>U zMXQ$(IQ%q_+fzVbp60MjbS?o&tJi)8Sp;T`aKDVE5?DPiF)<~Hzz1R^$U2??FVi_y zD4M|M;ynusA_%Nfe$90aB_Oj(k}Z3Yz}Ro`_NsFPmKhl~1$hyuWu8B$=1$<$=1rG+ zjuLpa_;zWOBY~A7kF@mn6ELqN#fSG2nC>HEl6DX%d%Z_|r!j#I;~8gv>Jnh4)VgMD zBw$h=sB5D^;Dn>^u|I1Ge6riw|E!e&{Z`UED@AI(G~mduDgwi0lkutZ325d&DA-d< z;LdhGpD7vvEAD}V&t4MvwQ)zOeKrBwb8>@d8UgXFyw?Q}3G}`j-E-_d0R^u1?1ixe zLiftBaf85t_XnN5t`SgiyVs={Okm?CVLOgLfl?o}*MVmVcN_2+>t3Pp>6mYa749wvxmTZdZm7gTyd>Ts*&o#650|(y>Ak z51-fsN#~K+@@8iNnMFb&*f}xa3DsY(M5oszlQ6g)64M$_qU2<$SXeX(=OocJ+L0s< zSKHt04JA>d-Vh&gk?P~!s?}=ess1!%95Rrv#AwuPZ{DIxEajx?M$D}QU+%;+%~_T3 zxjr$s=N~m6B8BJN`bEOiqv+Ds?^Jxf$j`xH61s=~X5arn&5`N_v&<>3z4J3 zFo+wu_Jx3A#)hLCK2h~@<9o}1fIurTvEyD3fj{E*WoGRJ7Ar5&o@gMjyvH;vvxdN| z_tlCA*aRA~lHHR^hA$IXZ;_Sp@B)FFsjW-)_!3B+ zDvAAbnm}CShFN(hC_k>?qVo}IPMov&DtU;2x`&V(YzSO<^1a*Jl7K_4hOLr0fwOu< zb;EW7F+Synp<4;~9$Z$er9)uUv`2%lMt~IgkQKLvT0beJWTHgPfxPt(zRMFBiX5At zE=Az_-#_7Y^9b<&PE3o4QS-0K&xbaHTF;aoI5EY>`ROP-*>N_kgNvEu2peLmPuB+w zvavfd<$(&1jSeM8p^i>AbXN0DMYgb^ET7T5rH&0v-etp~N;YC09==XwQ1Po>)posQ zW2nRI)l?xHa#enYIeBcbe6IC6K4ark`S{JbPuW@G zdW6_gl@1ns=0}}wYh+>M#s1URIV>1n`nqic!NQVzN51gOS>U+MO}J!WS8iP6$AU@b18%1$3x!5I_%SD0kZOybXXe7fIrsWczYejG zbcm*vXUoE!-6Ca2_pl&G{~j)F!9v#RrzxZ%_55eX$_v|As39(EsBU1v`b51Q6@efD(&+8$VA4K4C|$QCXS10*VcA1@pp0k-pj2_ z_QyuO}^4_zA$_Ej+<)qcG@hRMWq%)%pvrA*8>wdngoW5R#SObLtO&&~2&wu^=;W!h=zBC<4aAIP2z~&~41Jv(X6~>d+ zOqkbe@MKw8!)6yxmdm$734-_<`B$xTNV|P|DJ(Eaa^5aeGC|!TUWE_9fRr<-A$|}1_DAfJ^i>0 zNXGOWUqv#IGP+lx84Os;9FM#DhVrj!wrCYFpmNs#bN>ql>eQOv$7C{~(2&k-x(kFs7|gmQ`gU$*hhz9K?XYU#(B_90R5$ z#WR>^7>J1u8awYseg6$>$GW2ol*R@=>UCgXk=L_Zadr&&y^pFh+sgp!ez3`;1q1en z4L)QWFJX=tS3|IOV(5SQS;aJSj&Kh3+s&hN(OfBn+&a5!ocRu zLU92y49vdvt8~qL%C|y0;ld28azEL%dAb6=X)X%GKPu3lqjk6P48u;(A(3llqyw<846WnXT(d9EXdgPZTc;O+EYplzP?4ASaPP*`?s(! z43=gElt5wN{JQ(6OVD=SdvNEG5+tp3avHEHf#a<(Cr|Sdw2Q#@YZAF-`$%~3nF9N&ISmmn{_1=|(bvDvP z_`18$r%CzvcKt=GfU4eV3dv`D=wphN5@qYVrXkC9c${HKP6SsA-y4t{rfE) z7fOPH4!@*>uTnL?>?s{V3f4E4-lrqhBWWb~1|2GYbN)+dun1hCUts`C>6EwJ2MB|9qG-9m#=;zdkIc!$$Fr>MjX7 zV$4-%=KZDNMEd<>i@wo7bZhM1$|x!82xesQ5O&A5X$)&kVnvG?XN$nSV&5BZsgYi;Jhj^&$83(l9z&Y}F$Zed#F8-O1bSLdQze1K+!5zJXg> zivI4e#c*3~-J#uAjH(aqKgil*+?CcFTu@ewbocdE9YQ52Qd$?W?b{o;*!+jmM6nFwdf#8Eh?n87MWirqYdKbo+f>x8DaV<8GnUv% zmqU5NBS_j52)jNw+@uYx&EJ%wxDqJ;w*4e;A<%YehJ>^*kkO&hmO!h3XOd%0hM*jS z29X{WnHA8Icbk)#Qh_Zm_*au2R6r`EYB}yyAl=$_(TrOa@SxAz+Pj>A#h1V57|S!j zRM`GDZxMArmU~t&nae=5w0GrIQ3fuWa1?0|sQaR6fUY=MftcD=TlKzHKxf0k9}-~< z@ErHOZokC9{CS%cuAXOLhv1viaxVt1DC4=GmQyU}EO3Usg#W zOz@1dlcoYGy`!(UA;^!3Ld*Q|d1sgi4j8+ady)yg$9}c8E=;VD`cWq|#)RyPr7N;+ zDeHY{>=31kq+;U7W_44(j*5ICrHjP-W3`V`y6E8e)y5<_oMIJr-7%3|*g3>7r{@^rIUzDP2kOlX&j?A`EOS_8TgKR9`~iH_ROICoSbIx2RZ&ar+=M_+Z+!#T?7NOADaSVJ3iCiqm>Fz`?8Gp$Y$SEq|>e@q>)_Bmi+HM z^8dMG*zwzYR2S~7;XKxa+|qi7i`$wIzFLOQRJ|E_nxr(1;+xTY>T(Y*su?XB=Op1g zS`gDrf5O?S1qD8@4>71|K_a2itzEbl*EbxE+-?%h)RaYD2yv3(p<2+mV_I-c@&3JK|F> zq*v&5pcA8&vjHL1a+bW zHYu-wwoc@yzt65TtP5$s3Y0T<>_QC&&g6jdE;PT3G?|^&g;Wpc$~Rx`Mw2q026$>W z@*#8%xg~X@mx@=#XTEkL84vUJ@BQ7#NXgAv#JC5YceAma_vt~)Eq|) zZekYZGti1iaepWUJLlUzb%n@43$_cTN;n33r4Yc{l#Sh|<6+%EIs;k%xBupsCI%vB zuwGTr8E8v*NnvOm15Mp1`)Tx!fzBpJdnJl85stb;i&4Qq>0B>2CzLY~Uem*g#mhu* zQmyopcQBExz38&lRwjxV!(Wl)W}>`N+01VoOmzLY+y}NJOyowH_GcbuqC4fWhbeMQ zB(oz~$?qT&y&S%`Y9_@*`uwkt%Stkli!Uc}eGe0@-y0}sH((-RCE1+>Jti9T6*&6n z6cce9og6x^!$d}%UByybOho8Y(f*^(M17mLvbCr(5qqn^ix)?k=#vnC-0f#fH2R(I zjxy$VFGSq>_k@WoY;59NLNLG2yRDM~ndsyE&okHkm}sMM(OcmW6NN4CPHZ7EQF`JH zw!vI%zjoa*FN=v5V)#6L(wV55Ug4^j%0wgV4CU*60@=F0|uUvje0!TI0nZtN^nz&jqM^pA`1i2TsVjpMUxZm`k=io#ZZ``x zsy|~ts>4EQS69Dp)?y)7a@@+OItzI!S?{V)Wud=se@Hw(%0f+fee8}(ER>$D8=!fZ zg(B~Bi15j=5O>SqzDa2o64gum{2KGevKM9x$NZ5`<4r0au#iyXCQh zU?>YY^=B0p2C>lh!{U~ks4SFyl25Xm#6l{qqlaVhEVPHH6swZMLQ&e}P+A7&hiB!& zKq?FQ?2g%)oybDlC?D2kC$W4z_yzRd%A=IdeJ|dZb1QjFDiFj zwFt=UMYl7>PTaZMi?TUv5~Hhnk;4OpZ3W7GNH5N`f7hly^q}0!WO* zsG$#i<)2P7tnEV^o45SFzO^6ej=BoUDE6b~%0%g!m_Ae$#ANEf>_ePqCe43G^dZaZ zl_?=o{YdE#P5&H*re-QY2E>@l2PAmfwX{=C?7?M5km~*dHbm3Ng)>Tx24J(~nO@8nTeEe#Wbf zA53JmbNZlV0uyks$sFkTqQ7CyI6nu%(rGk)n{|JIX#`sOmmA7+OO zL@f?6k@Xj&7shK0Bsh~`X}^N;>e=&z->j`GP^xpNJ;{vA8q{K!P->Ys1c`oP5gpX?KjOH6dTE~?}01tuykke>K`o{9b(HnFyN z&pOccY1s@%FXlZX}x7dsAz%8#ScK z?sNOqjX34MsFFyoF6lxG zPp$S86m%h**N5%Q^tuo&;_2Z<=t8X|&8*v6UFhsT!ofp=8$k53-*9q7e*kv-W*J5b%xj40ca9Z1Q&hX(@M(bL4POZpj%e+rRaw~%MUmi!STai$I zY5u5GD>A58nsy3lK{=coL0*_{+7mi;aYMBQ33ntL|0Fdd!r|!Eo$<{`N=f#SVn{P8 zerzn9vfhLod;@=*FE*j5s7STKZ%xSPZS(GZH=5A+{H{}1Tbod0fAH|^p(YgE%i$Lt z(1a{Hx0HCidyjbP<$3H~-=nW{z4~TanGhIxnSA?WI=GH@;g;F);CZ4#VquU3R_YsD z<%4qIhPZ;b=`L6H0~n52|}))?Wa(c4ddSbUFl7 ze!R_?NrU^PDDRrp*(pSX2mT|*w>c<4klV(&i;Dou z+jc&=)RqNv=vv<9o(yo`EO8FE{{@U_XDoBtro+azGttAlav;o2ie`|C2ZtZM679LU zVDWxet5Gu!ga#wz|C*sNAx~lkdc^@8*zhzW8=HsFBkV^>vSpsYibKqHgUu5IS(5*_N9L6i0TxOZ&6np7>e4?MxiB5 zgx;d@kU{1t@5zuOL~wg9yuN&&0Qw)x-rF?hg4?fmk9gU#KuO77>F4)M80Zf3)3C<@ zQv3N+Scd@NqkThl^8_d?kbPb0LWDDwiYkBS2#^@=@WX|T0BO-=I+q;|=Ju+|-r9-> zQ#5O_976nFvSI4_PI%hVATh$e7{Mc<9RmS*^vZ^d&c)g zV)^Mjr1DDg0~vM>dRfG*Q@}ypuwsHU4-VZ9-jm0Z2P>htxEjWUjQ|m z!!#y?X>j5Ze$6)|A8s|w%U@>}z`bXJD!%`UAhqteM_OPpq(6OEZW~YxV%$du*e(`B zV47m8AF&7?X`j9R)4LE({yFjbmtg@U3z_Pv?JWRpL-~$BtwnI|z(u(_QVEz>O+8BK zE&;hW*Nk5iOCT+=)LLzS3DlfScOjlD26xTQDv`NDa4#I3c+gk?wT0!|@-eK?G@JXo zfW`55yIqZG30(i)m)*OH`R5ZjZW~+-d8ZwJ=w2-X<-qeS8h;_|JXXh`l4#)8=Wh@t zkPoFK=?Wjtd=Pi9S~iy|fV()2SJ4*=A)|c%uRxwca8bB^MZ~@U^u(%}!<{tvK72fZ zT$m4qM`{jt6RBXdFra=UEDye};hJyKsNlsb?vQ0bgIXh{077g&jCl~9161>&D%V(Y z5UV5AJ0!Of?ESu#`Z(ltks$5UD_te*zquV6(zbd;fWbcbKSoO=u&lbd!nHwx3y(a_ zKi#0hZU5^PJy;#PiJcpM)kTA~i7fqkJsO~mRbEB^J4&E zK%T!~Mt-}U2B9&tRBu%p=(Pv?a$&g2gT9E3|FckeVm^!h-9be%&JOEQJP*&d;;kXHzs+GoG4*cO4$J$d1+ zK}Db+;B3PqRS4`#N$E@8G-#MB4g66@f&7=2md7)xFxoe}pnDywo9*5vGL!=NQ}e;F zq?ZOZ?Pk3dPyh~EmL~qy1#o)8ab0#36>L{UrmIQ`aO|(%CpsGu{zab*GOx>nwz|ZT zl8ZD*xcubA)ioMOa*dh_^V1+PTZOJtLWS5OIf~x^1=J4Q&yEiwLc@-K)psz=40!6I z>6HhX^!Z?0>>SfWQ@P><6*l?RH22TsfmJ20sJVm!mxk4P+a8kPV|vPJ;cXIBJ`WLU zI!^%h|HjIsmB{e;zu^H{zdY!v>N68q%mds`0fR7V9%$28*TN4_AS3bZZGJ&AeE%HF z*>IK!-20d!l5RM-HQmw|!Hoyb?IS!Zi9|Sm>j!1#6A|Kuy+ta`Nl+%6bN1F_5;XA0 zY_Iksfp8k%-r6AoWZrmPOMZt3>nV+t4LT7vaF)i@Us&ANl@Z`O-_D;2(4@fzr2bgKzxjG`CK+0a<(5CJpMQr9tZB=P|e7KjIOI2Nki#C z8q?rRrsjh1;w6@H3f52Ev)?|WQea>Ah2Df@>^*9qW%2pvLG|^O+VIa<9<=E?Q&@ky zreC|7a~}sB`{1;NC9qN<~3Xg8#zmMSIvO@Z~i?LXrI}%v;1nUQ($(wek zA0xtwhsoE|Z?S&4-vlpck_*>4K0Pha&w|R|N4*zcromtH@~$oWQ^3a|U4C#p2fQyC z9(s6=0D9+1_NR;qkfF#~a2k6z4Mu&RE-wx?q`wZ`n@j`IR)>dqtqJgRqvq)Kx_FpA zcF6ZLrYEGBcI;VoSzyi?xoOBA4{fKXN*NhA82+kHi`be2^}oycw?9mSpxADM2V0ZC zZj{sRR6;m7Rwji})8pXv+o}Z`M?46AU@Z~GlOc*nucDLo0w!aF+0@2TVD(jR%$7|l zppoVM=$UI0@E7Ta;B6AXQg?jy@WD73#<|pp4Mf4R>efNug)lH}Sl^MZ6bb*nx#(HU zM}Sbe>*rS22$;;fbz!Y40_3A!H`Mlr1K&O&<}3SfnA#isl>0|GOxL+JDD;LwUtfUT zt=VuGROJ1`E*TA)mrwJ%?}-Kh$CtT0_afm{kdnewT?DL1uG9OzML@9PGVLfS9Q@Uj zPI(c6!B%i4B7mj1z&&H?&E#C=qOV zL-;#Ili>z4xs`M`8Fmbammd9+1bP7;pE6%&!h5;zLuHvcu;527z7ZA$(q`nBVbTxL zh=4KR=x8p!Or`y7zG7)GsCc>5btiLw~lAzPY^}`ihF7Vm#+c~)t zLEAWCM@ByxWOE<(^;+dYi;Cyy<C z)4_R?xq4Fu50d)LY5(*IAo&02B}4!0y(j_ z6|6UK5PtATQl&yFtm)-??5~M~8u_!)({+9j^U^ywVW%%pDt1Xcc8vw`Mm_quoMd30 z5lA}hg5_;uKIUZ@%A6{6zKb4sk>Z~ z3{nDu_NLLP;GXbjrBhzgBKTgB|9e6kPB8cPEAt)n=PuvjScAzpM)j)5i@=?Q*9 zG&sf-uiY0*f!Z?~4eEB8pla(z%u&t;L+bfg?gw(INj&wG~LEv9* zwWU6cKg83$b~@tWt(L_0c5H4t03S`ZisC>jDb~rxI1{do6i>$JrUUnneA&U0T*#rz z@YDqmKx;f^Qg)I6${x$mfX#X4IYp_V*qrc1yw$Xcn*i?S_GSu%Y&sM%8$kj5TiuAzci8%nEWc(Y2|VkU z;$}UGa22i7MzA@O6so53MGX(ech!IHQ6YiFzoEAyAM>D9&L_uTHy@;HB+4K6=0ohS zM9FeSJ{VXEWz*gAAxpQOn(s-4@q1<4%tk1Xy`@Z^4Vxz-+zN^l&tU#2&FM@E6~6dh zzJF1x01|8K_c@3ZLZyFwp_OnUh&=wK#Fhqw+ z-ahqnarLjfTAAZKVqB(Flc z|FA4rwTKGwk`F&=V7h$EYPNnI7JtLuT)MCk3EoMM^1h-_z^6W%<0Ph2OpY2X_zh7( zV9)a{XJpv6=SFg-a`*>S8e4|FcucjL$Npx8B#&ulYx|HpNU_y1t?LK`Kfsgwk` zkmXbF2t-IaSe~5H&KaIPe9lhi0dR<9-CFx|LzILc+o1cAu|8^*In< zxm(y^AOlR}{@BL;&4ek3+^w8JIM9x1)X|V7fSOJSjjI+9X0QI;eqn(Jul2ag?E%>S zMw{~fgIIlcSg+>WW<%7ai&`R(1tJdo^5bUdutn%ISI|%n_{*t!xLhKDT;Q|%SHFo+ zcp$@1zJ>(;yjfh`K!O%8k!C|XB5eEkFl&=19;ln~Tc!@>g8%fRG9UR&NUMn#x1ndl zaYRMHw11Tj57a&Nl2c!CHQlisbptRR9>#KC13BQm`9IJ_ec(|PCZcq|NW z5@G*v-+bE}JiNO!c1pSw2X-5&B1v~JeYFt~srQTw^GTmadCrr;(BWKk$Zi6R=bqxs zGEN5@hxHq6YKg#XaN<@}PlOeA!?UcJRG81_>Ui)O2mdL1C4XNef#{ms9pgj_Fm^JF zN6%2;{MW|$Y7R1xJ45JcP88Vn?ZMmb6bkeWIon8G$p^cGz&|rUh3nTklhrDT@ZXL3 zizl3MFx|NjTh^HcHkaC8hW<_gsupEMgq{o*pJ@+BuTw!B9ePOpmJ3c~(aqa06JbWB zmy$k11d-K@YIzYdY|;=i%6&uzxvO^e=aq@rJaD4A<2xQwPdqjK2ZMF*4C~YI@Mg6?CV`&-XW2!fn;+ugpOT}k?nfMC+2&uER>s4^ zDFKHL0V330+kE9q3<=&?8o6uLk$~E>AR#wL0#bVIt}Ov1c>3{XcWE&Zd^1&U($8Z$ z`tMR~(I63g(#|su9w5Vl$C=myT{3JHI&_LF!Chi5hsGET9$Ibul={Dgd&TM^^EFD=RcJSd>E`Z_7flmZ-UYD8888BX|~%&FT= zhAlmYV|AEb?%HtDQuHRmo2)kH4oi%WBrUunXY+s~OVXu*hYC}!Qapm+@-RPa=97yQ z80E7hij9)t4nAO~A_e0M9)uR}WA&ST+4T1zBK&&Em!0lR0kb9DCoXLH5R&iizl`C5 z{Ux2xe5hb?j{eL-HxJH@Kd@@Y@)4yGvwcK>1dbIX)BHRFBHGOP!tIpW|utODcDAa#jYF>>RCcYa#)Tl;7W-c=E zMVHX_?5n$guL}7E8CWjLR-nsTL7iI1*eI(zwWdLfgzys`7`QDGq4 z)&1jnZ>h*f`N3zoV`QYZ>D3#~R~qUmZ_m5gR)#Q(X%c=9*vP_W=uJT_8*R_Xa_LiT4zy^EN>I(%G2{F{1yh+H@^~=j)R{|RBUNy1{Afwl(GAl27 zl_2!wkZgAg3-OmOa|XFpboQOxXniUA=2XGUE5$?@N}l$j1r5Cu7a#u?Mn=DL?Cy^$ z6OsCEnt+-D9!+C9W0X$eP^Z{bjBzpry{9YH9|>flN;j!wjdBLsKk~PBbO!@{7&NY` zbEBarHE|Z^xny)*Oj~clhKT&m)^(k?#v_LLV!SD)5bc@5xfy3(MAhx%$4@`Sp+#fC zwBR~2aw{IeZj7cNV#lmsyCDT>9dG<|;R*?zy)#&zI)O(obtbF{2E|CBOV_HpHV+A1 z(zM!Fm4(uha>YOG%tRm61+#_f3Q%JD#z@7FM0Aalkl3I{Mn(M>WktDld+)@KYJVcq z9p1fKa2$seer+l`Ql5``KQx70Vq~LU^Q5FDMmkziGTrmcECtzG5B;Y=zld5-$5a*j z5YhGSpj_Jk62kJf%e|Q*BAkDjs|=HXPPO&VN3n~My0M&cski;s*dD#oI4()y8o zYN_aTg}cwc-SOzFujxhk!d$fDy}(1+VLXzr;Atvsc0}n=Ww%U zHj>vv`a+pR6xnx`IPO73e?Ox=dUPsM))3fPj-wzqt<6e_T|{&+-0g@OZoT=EAgO;01Nn_t;Xq7xly@(-o9ajR>`)IzK^6;+Ml@C-u|B0AMCuc_nE&83Uu zO(*gYEm`%#*>EhnrL^aV>5e3%*q<{j%f_M;hPhGi&*IVJB3F$+>q*E-(CmWxFcHBXw? zVAPGz;rxnB0Fv*el*2UHcNtUc_L~8s}-LWN|v0v!!AO zR53^}>h3awk$@DBF^l!~1|ptB+WP>aBm_IT*bUkTLG!Jn_8J>v!FBuR(t+$GNNDq$ zE?Wr#49ecSF7+tl`FOTXpuh_`$NEd{T{ww&cp|0wH7C0wEw<>nI|e}aJ%QiDC*mulxck*j%v1W#$D}7Qz_bELz??9}<|4LiBH? zz`>4u2P|)6VY5_+DXDmgq zO`HKIXRkCR7ngw1yrumTg$0jdZsxv~V#A?oOIww5b`DNI0Zhh<^HgN6>7c1 z!L0;%CyI;?Ia5J%(ftLJO@X-Me$FE zzG{h1WH|cgkV{@Z8Tv9#s>ZOW(3)4R=>3rnCI+KFjeau0wITJu?EO+$U4N%zO_>e0 zmS%FhtXP0KdvGVGg90XQhQ+iDBFxj4|9*K!fDwVmnl7S5s54m6(D5dN_HU2E6UsE` z8?z>EGGxH(UF@Zz8ztbJ$~q*5Wx>g|$920)OCfMKl`pTK0uF&?Hfpa3&@SZXoXH|U ztD3ISCTSw@)qgB{9!Q3Y7+=q>3sm^@&LQ+#A06C-udBukF`@457S?oSDd-+sejj#} z1+rN@oi@#C|#>;wVJWtSJvFcMS<0=`NXKIlNSEqlT`e@8t zBg4t&_ZgqKdI^;I9bV>1hg!bP?KS#L;I&b}Kjkfj1kc+yC7-iEG~yJveJX|V7G~42 z1se38?>aZrOa^zp(E||=NHBislr}Dj3`WzkEmoBj7}Rp9&;CLK-EHrs)7KdA$D*i3 z>RAaS&M-y}ES17WMOl7_T_q6c)@TwKK>^!hPeO zQjhy&h+M|Yyr`gpwvltvJ^?zU_I(|gG+==0urU7hPA16SWB#h)>VMAskNyA-5B&32 zH=m5df&P|#t=hH4aLel4t*X;FkgJ)Q>po0?Cx^D5Je1Gv>j!^bdacO7{_mT>%>xvm zB@@E*H{n6sT_t}lB^UapanjH}V3+66Vs&4v}0|V=K?=j2I2f@O=m6w-_ zVY13gHGK*X^J^fRAAy6gMAPpc^b8QIZns+NkAmDZgBP1Nor6icnq{;W0b#%1yzelL zg~`>Y5#>5*5Lu=7?>ZI>=Jh&zaDQ_k`cnB7-ROKMIV!ndus9KTa#Pv7JEahhM*;70 zr#I@pvtQF{i#M9gWXx6FJ&deEbT53Pcz|L{19oKX94s}P+QvPP2Ps1vX2A6{ICz*4 ze8(vhOxW%>o_`AfL75xZ-^oNH>@SJ3h@J$La5h39J3ASf_kGCzdoBTalu=8QzK0>j zbrSn*g$^UmrOO*c!4-Ujei*)=4TS_BG_-9o6g<)`KWKG_pv1%C0&ZI{=$*un<8w(2 za<=m~AZw(c;Gg2Bw_C&@{iP$;pF2*Y$bb99ZkV_L`&O5cy;vA@%I}#vd@~-pJ&UQA zh4uko>t%Ufy;$Ty6`|$qNJIsKHKEE7b$ke zZ>}!%1*73~Wj?-WIM@(8#hi`>oocuAl2qtzAH_ds!}(KavpV z%?07vHSRolP8yK&fJejOVngg1q^|vR>yLzF#Akh# zeKINynJm!roWj!(>BVlFE3p@lh{FZL;M^$W6TI8?(Y=#gy?7ke^EHG7-qUoEg)`7C zLs$CXV2aS zTU#%G{i-ig+_iE#X3Q3`GqxHS8ahC(6Vq<*OMgV0P05Sp>f)_V&Wt%e1KqEbb`&Vi zM2%jVTdj)HQH+^R=HSjG6s*$rZr&mit=NyhOt|TTtO}FA4`1Dj8W)VtCq{;&PseRG z2xO(B-UoVp^o&gO_2?D-GwB&fM2;msu?~Zz?&R(NEEbPA@>l1oPKF@;TQZM?9b6Dk zuI-Z#KTW_>c+{kUFCMM=UVFrf%R)(q>Sf)3WFd$3J!AOuS!miAYkey^9mzgP!>N6b zM@qpvIQS z8I+4^Vmpo*_+_Kfp6yz9C)3gNXxo!Zj}j0k(SFZdM+Cx6JT{mZ@J2l9QH~iBvzEb+ z^+Wtlo&xxfwvvxt@F+hF|D1(H&uW&bg{7lUfAS*QKg1zEd7rHxM1#>$nQM1@XJV1` zldN5Z3%Tfb-8ed_H^9!w?;0dn%dE2cXWZ zC)3&E7_{(m#~1SHEEEAZ8^y-6(CuD}sLt_BB=X``wCsaaBpY3RZtUZEbnv#)(=JP2 z#N&9szV6meFlmu@Dx&&BW0zs7T8j_5@8fH^!8jSQNvBsOj-;Yb(kZpI=ehc1M2v*j z#URE1?q?t3@kQ*B1Mgp94}n$E#h~XFVc>i!>HYqy1dw``^QWOK4!V1zc~)PTA+g^b z#xuE*NKxA;?u<<+qP6<0qL=`L`D|+LDT@&2`T4hcF@B&Bd1IZXcMJ?%mMi`zoC1mW z&W`RG%>d86o6Ca5Q(#b3w9F{@IB+HwO!{+=A)ZyGPa9lLAs_LgOgER~$jaeMbhxG! zv}S07H#-2v&MK{hGNQpm`1(cN;0vJr??vClfmG0+idbA$^@U0KD+JZvV3g2k#b06_ ziK>kegCLngs}0fsNx`mFYq42}7gx6S}n}|W$P&2slJOPb<9(p-49FGRtYahwaMWVsD z^Omu}u4r;mX7g4VKk&JaRbJ7F1*wW=Losg*_{-5tYYk!n<0TPgZ|;HSG(D6GUPU93 z|MrP04WCEBu}=$)ZbzWOz%0KD+ODX(t_%s@ISJ->)6~RIM8l**`eDDt6rhwPKhdJ7^W6?Y&W@!y<()w&a#@puwt9K)ff zR_DRv^MuCL&Qv(L@r_nbN;aHi30!|Ihy@?1(QfevpfPE(%m1zPbI!F#;6iDLG~(=gOh_orS6)-c z!tmW)&tA^w0*OWu$k8c;=G!N87&>@x^)29GbrZn{C-1NPikqXd0?gir;z4C)sI4L~ z7ZfJWmG)F*fdVHAzpp9_rj7G*Zb;<7bPm4YxP1ZeW|_Nj(r_^T>Fvi~FA2a(-yi7l zl?0x+14j+3$nd*{-IE}MgOU`Urc6Q(NKHpy7m>{YkEz#NnCZDt8?;opWq$!+tA4b^ zaMyG4;oxP_4kBo-96NRpLji1rLjMqs2Ao)Xc3e3XTnk^Bz(xW@ZdbgT8c_ruXL&H` zp+zwExXYktuo$lCa%KuF2|(JJQ~E=Y46_|a?{1*XiQiO^V zUy{H-MknyEKNY(F)rRi0q{FAS>-oISOfU&s`mEYm0{R}2nS8-iz})TVm|G)&*VeRa z?qURxxOzV&7i_4`_uu^T*}jIPXhe$ zx%DJWoCrlS_gF}a46@zc5tI}v3}OgBX7O|w7!k0NJIe$SWwy-E^`)TlYpfRuQ(@Wd zSFv9Jm)|Z^PmmVzpqqv@B*x>R`LD>;TzMjdNf=^mKahd(IQ6n=FBN`k_-<%H=JgJ$`~L5}2NpzNj@y0*swX^X)z|aJ(#UejcU5Wc3akf)4|9Z?s+#m??qz z;MY!@zp-HJ8Fz+nD;qej@AP}h%fMCJb@os^9Yo(*{E@vufoVhU!(-ek_0vqsE|3Z& z-FsU+66w&n@5Af-yIc;umhv;~MJcd_52;R1mBAP*`;uuH8#L)Zcr^J+Kt&_`^u!bu zW~VaMGHbYeCbFrGcX?9RgUjOu3kNn-l)@9g!}h%~WiW5#IrOH2 z4XV$KYaa@iz;-`tmS8UhdY7Aee!U8ydyweH@PZU zi3rAShSy`v$uQ>J+u-qt%g;ImS-Yp`&@6OrBqgK-+*6fRtOZ%n8hq96x(p3yuP*LD zk_1r5Q+PA-9}d*Lv=)Mji=nsH^>%JL4xIUoR&%!!q0=m_OUIZDF@p)u);m+-)`LHH z?6kSuy)0=j`IriIwS;5yLpWehb^a{Q%ZE;*ZKMh1Josam-M%c754EeiL(@)h$9+?x zMM))qN<-TpM=>r>zsDV3^QD4wvrN_nXBs3t*pm3Lkn)r%iE_BX1v?U(S1@&9x z&z05}VL++(_s7ga_+*|p$3w!yWMybrv?Lk&G-FP{D=z29DVlv{FyNtPS*?pO84AL0 zT9nuqL&DspX4Z*9P|t7hn{6zDDxdDo}2hkI_#IZBKpIKY_{P_9biAmj?CrbY?} z;r(7;-~7PCS{gR&k{AhwS@sh7WfV9-aLjLOra|1`Df^swCM2(Yv^Ptlfw{%7O3H6M zl(-+Y|7KeZ*pPEwKOYxCJwab2SOEtLiq-sK{}BLlYF;v*pA3sVfvRloJv91LtaQ%N zK|-RHu_=uShsH}dm!>JOR2`o!n}>&M{c&{#UO3?7ADdL$iGw)Y#)?x?c(Cb;*<_P6or>8vk<3aUd(KzNi|A zgLh=JKv{V_j2_%u<7YYq;z1Xp*=->p_CZ)K#Yw-1T!DOZJ;_-`QIQMU019 zCE%0vUrN|j7HoXFQ$w<^6j<|@%Etz%&@Luk-1~q8xzjDSS`SGer`BCkX3f<@X3Eql zA{CZ)9hg#hM~7_U6IM!a2^>m)6fAX}+t&^X*S)>i@US|-k0ZqXrZo4Pb#011NaA5L91Z1?hcmfmFu57$|P?`lJ$1X5c#!5lrKYLU5Wv-tJJy1}X;`+Xfh-um+38Hsj z8xM6S!$7-EzeY6`L~`S|-S|d_!Chs1{P87_tdq#ev1dV^zx9fbKO5>#6+G;#E(7(F zMjpK+I`EcT3VYw;=8T+y9%ap@qrVOrgOVV^EYZLj@Wbt0XFMeTwqp z`6+Hc@;^Oz+nmA#g&Xob`$J0sJ2a^7Ygq>Md zAaXMyabC9y<~4fk?WGn&phH9FkiachroBNLh)df0OuOCdKPWs}th7KBYd+hMH2hTM8nZt7owdipCv)~(1RFqxIKAsde{8sU_ETRu^8_7Y+)^fH1}U(HBbT%P;(+vX&GhMb zJ}BzlW)V1ffRPKpVrTQgvsK=~5sEB1pUVQV_iH|Mi;EzlW%JT> zwGfWJ_uV484G+;qy{=N++-jS^8*ccPtNU#M#k%H181NgE$KA?`k4(IZq6trV>krN|eRZ0R?@zwSBDInO=keV^BT z-~0L4czXF?P{<&+-U*TwnhYX;kuPv{ACu6}Xiv@hFiG>?=Dl&*NrbWX>4Wi^XdQ|j7<24UOv3zBx(D!wEkgCELo|0Y@x>CL{e>Y^+!Wp3VHU6Z&ZPi zPB=w7pPYN0M11!I`9D1!LF9jY7wMY{Ae;aDxBR87AEB;#otUWNN7ThMqF52oj%>ujnxr zLV8?8lXsucgKw8cL(R2d#6JmZTuq4pP3xeWkyR9qDoh@?uMdT52S-V2hcC?HbT%ux z+k@H|ed!2oE6m{ks$2drscplKX1(JWIq;$SeR3>ZZzRn-Wtxmn{c=kTG*c>l_~v7mf)nCA=>F*-yF+8bQSNP;ydpS$>@_kiDj|S>TvrY zu_qH&LX|fJRMYlN#pPQk)S@$P2va!qR0Hv?lamLWCFHEHc^u)*kCN? zWa^QC;2zWFIENTeZs<$ZHiV;NnZgmCHoRYXMo+;#2||OOLPE(|Pb4*HRd zwz&*=Uds%O2ug>A$jqxir(`I(p53L{9fzLFGi9NN=nd| zOFfnhvqE~OjWz=pR9>#p;A28HhyM27KL&(0Ts_5b%Y@2;kM5loskmaRxSzW>5mQ(B zoY!8DgTNd$`X)s>_P5&B?^+Rq3hR{@R&B_@4&^|0`p}x~dznZbJUBDun}vo`{gD#y(?FE^N@kuUBdX$qc~)C8p6Vzp`Ei#C zjT4(C9cGTH zx7CxD7tgbhY*5Q`xR(yiXRKH2YLg)pUT&zqIRz!7!}I3UGGSOf=PbLOjc1yY>*nR; z;;w*E`?Z(3@Lte(dyufurmo6fUXu;s&tv=F7c(#-6Ii@&eHQF5pZ`^qk_PJ=oRyn} znMk}St`b_43&;bU7b%k2mxat2k&MjQ2ddKNm07Nw2%0 z#zL)h#4GxVY#bQgYUCi3jX=K`(_j$}z6;7b4{H=bpOQdPj4pyl`A-Y;s3JW6$cRdI zD8S^j@^HBz2TXx8gTAV4n7sR3>#!;Zo%35m>s~SuJ8lpa5tE1bkE1svLW{t$b}f(C zQ;g`+ng4d&D#8JSVEuT7LTnLt2>0E`!924Eheq6ab!a(lTeB<&UseRjFBW8i7WXZy z!GMWnQ`;%J|MGCx-DBAw?;_NcxmiSSFNW1M$zyA_6vJCNW%j8|5k3!dZU;~baPjIv z+Jnz|m>s)jv&}dcnPv3#(vvLcRMd$|s8v3&BYt9bc)Gj+!bBnwd_$R}%Zn}g-4YuM*2a&bE&eRldL2M>Pa zrMPRBK=ZVR)cQqS#M@{%i>Pp+8tU}#qhTp5!ze>Lpx4(ZZkV`AY3D2XnuAL<) z=(k9tb`?TFa{axBck>ZtD;(c^CJ%9sXw8%yHdvopds#dlhbv3F6159(p5!l-K3NLt zkeGv!9v2Jvm39~>adGanl%Ib;NNYOyP_%eh$d=J%MHR~gKA{{C)ssSKBHRw_fW44*|W=E)3}!tCG6btQVm zaMDsNvHn_sgqExGtA~wtxfQ;lE~wMM_{b_*r$sCoZZlB|cd+uM86Ljs0cC zT$G7l2#Am_g=d$;4$*BzFcpfQ-SRpgJ&8~LI7a1x{&nToKdx+ii12pU)mwmvOI;3y zZ0F*I`q*8ak6d(lj`vSe%5XZS{;l~oF0MuQ^|#M2fiyeGv2ArB46E!kRyT9ta?e~b z(jyn@(gM5N^I6y;CamDNq7adN<57Eg99S;QT)mK1hC?DsdKb&fU~D%-k00majcD#R zZfhyRwDyG@KVJ-u+4IWf0)<$p7InJzKMqVRK03eP@t02_?}DzCAicD+b@#k-MEfe8 z&sQji>KcaOx%uVjGi~KN$K;~rGp#jcUkQXORO6No7r^k{oKtnBJbu5wu~wI4;mG6J z-b$@pbO&q1C5sfnIdR>*mr*4s*$@5@{Sqkc>iE+|iZF6~_jxs?0%T=pz1sePca4kDaZ{l(R)(lb2bX5vab|tLypd<$oB@J^dqu5BbIJ4o8M-HY= zE-E|H!^B}~-s&peyi8E<(f<6Kg+@E?WW(e65Gn5)m2fYB{KzXmbGHH<5^!Gs?`S@- z@!$8jd3iw5;DzO0EQnmUZl+3Sqw>v@tpmag#D@tN^Eu?8&%C*CQX(IGhIUIjWed<) z?kRMpARn?x&jg-`=c6uOJ2zFG*N3n9WoKn_uxU2-*F8}tbgOU7lZ{Qsn}G*j;&U^w zEA;G*B|dBfs;RELv69C%Bjv?cy8_TPy=>gr`S4KqupwKM$0vW}xr!4k*yvX%@jYe2 z>u|^RBhwieYCpxW{E~vm&KnJ{s0<7^SStMv%0s1{)TBF)yASyP=q~e_;~(b zCcvRcq!-}WRK8+_VF4=oe~I+)@~CrTPW$w+kvuS?r~WJ((`m0%F3(}$hPZG2E5B68 z9_S%$KFRo+sPka;>Kr60zU49#^Dyo8rYfw33r- zxSp{N37TSIVkk+N^DP^<%mPd7BpHYlcX6Ls%A1?B;xmO&$?#dq)?V2ckIJAULR!|z zSSD-gJ+e0kb8Dv@^kq3bCb{^zs)~+l4!a`G72WMGl zHUggZMs&q9kY?8S#n&et%6l75(HAhGR+>8csxB9~6E|PTv~WP(9Y4pel>_e|P5<%T z&%+C~*@GRISUCF9!TiEECfZg64COz`fUo50B*RxpsJ%G&u+1|b3eh`SZe7a6^(bmJ z-vSnXv1>@3H4Cgcam9 zAypBW;$EO0s|`V7ivREV{fThZdb4U?Viq)Nz87+Nd)ofj2C^S`?{-eEY)^hj286Xf zdW-ZWLwTa>RnY5rgxS@%n>?lCu1(ebbGc!-wp8TYTShqUyu7vN@!J$|TK{Kj5Z{FI_`Yi%B{I&)Mz6T)LY1(Rh&hj zJ7F;TT9p@F?+2xe(s76D!mvuOLc;1x5*Bs}6zPX$0H4p^c{-bkDwhD8eG?flnqzV3 zO@9jFVRUG&bprk_b2$3kBnG0PE~2`5VOU^u;mf@Of22IMsas+ehnZUY^L(ypU>x&$ zC^D3W`-f`pM-HaK+~==6!!Zdzt15-3Kg1w;^2dUAO=0NZe=g&6(F^O0{=0`$OPP~x+I0w*z^VoZ zw5bWNe*Pr}J}Y+rZ1hb+iE6y^mysmosZAbIc2B^zOOk7JTX|fC=ByRw|&vu?mIVpzIxGlL(v;iTpTke<+&A_wkqO`r}5L#kKhyNAxINziHj0gOL|M zXHxcrz`{Zw@`$XGA&{nrHX^o)`wKGWh+;|@-_@O<_CLZ|+SG7971YWMSS?l%SZnw-__LTg&jA2KAi3ghv7`(lhED>d>@rL zxaUJS^h2hP3b**6cK#g82Oq7`lWEyrz1ftg+o|y_iE|ike5dw(_iY&gg9T$*g78~bUozLp2`qHSMv<@UrHmC+e&uE20oB+H}0h8 zhhQeRx9~kX44b6{1d3Tf7%9ImC`IMfUAM$3G*1H!GAaTy?4!ihkfB~V>qDBahn5xf zg%CzW%PGlDXEL%czG%Y(FG%rix$o~4iEGC5e|SgHF&;Pfvu+bOP5%xx0yD45{TwpN=Vd!I!c@dg*~!I5)??fB!rIS$TKU zpSk zeK@3R4QgW%ccX$C8HoAR`lZB+XwFm|jmZfiJ#Fn$yZXJ{`hkDi3|q} z1je4Lk9UG-PomA@1P3$-t#cSWy$@W4Q}iiy3nCk!`26cLH&T@_LfKdyOmq*f`+MI% znzY?iF7;)H6Z*B2`=X}R2zB1oYK{FaXt~LizN^CHb#DC&yA2)?t(5Dn^R)wAYJ_?F z^)@0Ke_U>n+X=$qbk7@G?MtNQeWun3hLXNc@uhc<1Q145xw(9$EgCgVXkCfHDEM+y zhp8QfBgUKh^C;1f*D$zspGUHb>*ky3RF`5s2T|UT(7|7DclEHoM-7<#9B^4QrsoWLiw1Aw3KOW_Nmu z{XIZgN2_1D(hQ;x^|u|N*prP5-+Nm8^X2JWYOg7}iL{B>_Iy$EhY+pTRh#99&>I6k zACCLr8GGPX%O{=>RUg~TGNzIinVba)6Yiu<`~Jcke}l;i-5;?Xcj@HQX{8~xO)+HR zIZbo(up6OV?F#+%-WW7KX3gwdW6&MGt6yX(BKgdj#|u`UAkCd-d}rSIkvoIk=PgUa z$*luoCbrk;q(R^_qzd8*MN*{alqH=|UaQym#aj^@&8LT%H|$|nqatlS?Fnk4#wi-j z6O0v;!v;TXL7{oQxUDybPzSHR+}LrHNZGXWONF|VB56-kn+-vv;pXg9{l?v-Ry@bR zK{yBt`-AMe`6A%kFX!4h6N&7oB1+yw7-}v1HEUkTeNniz>9EU}-e}aW5!$%mLnIU>4&MClT_6;V zWL_$~b^tYM)4VjT&FCsKALlP|AmWM}CWJWwM2eGZbkD_ym`%-*A?H1?LbBY*vLzgE z*xOo+9z;R%^5P3S8^aMQD9h|>@`L(U^Rfly_Mi_t4@fC*AuV;wJ?4C|C&@b;k6PaM zBUL}eeo9~TA(SOq^6cYo82dJoda5`ILwP$-4!6@WWo-~sbbt=k&2EMF7-66+c2PG| z@j_4a({%n*R*+R)km>N)jHq`uuP~bHP8eJH`J_WEh-d$A<+SU*IK5QXsP9D(;uq#t zSj`DS%c1>I3fZ2Za3-oZl=1HGy=W4&|2PrKmXfbC@Fz2E*G#rFN05c$w>tHzVhD9} z3OeI`2z9Fe@`};@;8yw#J-DV1ie%FQ4V|rET>H;a$IXf`(hRS3pYbNta?y8J{)Ul` z`OU(a)-j}ZuCo2~`b6>|)WzO+YXXT^*6Y2a7C_8?zWVV&+KTiv8J%ubwIZ}>*@a@- zM@X{3y9-YjxsahbUvF)V@F&TuSw_#YL&!jXwCwo@QG^pz)syGCjYWr2RzAy;0%C(h0PwiTQ=K?;349C-d~vRW>}m$?2KP?a%0fnTR&DOs}7 z*fr+8;f@#``DdOiCQIm0sNb?we{C2`6L%xk-bo z9~n4#GxhSGP(mNvTG4(`gXr>$`=zf5#4mkm`N>tG*m3fa{fFh@_^#-3zf~*<4S7R7 zozgsieJni`V!iXvQZnj*SOLl;_&1V_el^a3WxIS`gwg}bTcH2g$&or=HvbPjt!gHP4#5fxGjtRM0tR^hB@Dr|FoXs;4TDv!6!h zF+al6A%Il(-y1b;jUYD~-ul?d$C81}$^(8Q351@Pr^9uKBos&p?})>=G1dj zLRq_4FKvN7p{rJ3(s{t!Tc}HuOp<&^7b(8|AT^YX&~MMAA3jM0e3(7&#N)`TKBiNz zKq8U4(eYCA6_3X<;g0QPJiil{+u4;UisU=W5VL2O zuG)@<6R|gI42?-cz%>&Sb$cTF$5`a;4{x&h>if0Y(}&5mOA5!o7WyK)$wub9R22A~ zW7~E6V(@C{ikP55EKDRn{Pl7^i6t_-o$nchz|m}o??8k%-Ys&r(g~x15_+yGIzSA+ zTGxBlIeNmtXFYeIA_imkOQVxF#v^p{^_ z4Bu~g{lwBK4WF{R1kCi3;J8I`AWbO_fsR!t zY?V*qF6FfUJpK?^&jxR38wo% zOW$N-&&0dM%Ew2_nRxTd;Z>Fl6YRHx$33MoATst~_m6-?efALn~3aI$;NAl!DOUHil%NTJTt9#e3~DQ3@t~-v#fM{xm4}C*O~=B z2G!s_UoPr8OFla&FGtow6`kBnz6YN4{+g&cl!;J@Nnl?^TV)rVP&&!;jzB$h@K$$-hPqCdCzE z$A3tB!$SxD`z^x4yH$IX+tZo&bo*J2w|FMb?kK6Z z%}Rk~*WO8+lmxJ+Y0Kw7$iRwIf@5AwSr}NOTkIjrhUcCFF~PNLv{}`ec6a8$czC1Z zb!{embQ^9IbZ5XUOy+1ueF~zEf9mM3NWjka-9DDtF_2DXR`jxB@wG`H|C)6sa((`` zuNTU}qow78IT9?`{>@q`{vrpjC%3Hc|Hp)P*sjm(-)5oo;q{w-x6>drkiRsSn}kgD z<#Nx2;*owv{^m-FM0nU9+BtWOfzkf6;#8h4yXxv&tISw9A#*R~j1UXluV*ZJ|1j}L z`8}T@GU4-h)O)%0=A90>92JV=yffXrQV`s4C6%(NBVy&RGNxdw}WCunpWkxQAalgq#} z8Ph$|ds+BS7nmRNl8y5km4;h*QGiwxVyweL`t#BckK~yc&^YnZP&Na%{ED{EgeT!a zpR#t!hZxA0!_~Kw5Ur`{{@;cKi2p0@ejUz$ z-QKiOYqebb4*&rF{|uLTG}LVr$0a0G5@jn?){sh)@W?u$vXmrbr^uFM&%Q4+#%z`` z_A!=(3du#~MfQ*+l&#QW*QR&=y61V$@7(9!d%pK~zMm(<6Y=+UkdfjG+VI~CWE9^M zKclHmLeCzB=uPHipx(zLf<@cY5tsZ=#m&)FRCqJ;>y0M~$lg}w;wfqj8fw&P|6-kn zv<8u=#drpi+O_iYygU(EINtnN{fLOp+)ksM5+k678W}OywseI3I<@_&Hx{KJTh>KL zM&|>t|KxJw5KZ@);(5+!q}DK@e5g4ExhgtF)bA%CF1Bo3x+)o2%qd-#|3^ln3To<8 zUr8ugGV_s79|83X>r0od(dO1Z1i5rqz|%-ws)8#RGX%gqgB$P9^6dlfkKelf(IF z;2h&1*S|cJc#BU_>I)6Ma`{c0AEhEG`NtApe6mr4p7i?F7z$z-5T932iAZ)~=z5nh z5uLPcP*w=ZMvE%MIe`Qk%D+4?C6q!#0c`k}D&91-EVEtm15Yj@fSpUrLi|cibuMSJC0oWK|wBqNA4?q$VQJX@6A6i%|X*jeG2{Wvr#xk8}sO7CbA{5?3mw4 zLefo*eVx7;=uyh?dbj6xy})@P*+ zqR>u$dAW|k2;_I`{ROwCVASXAV(v5Si~7utB+h?yMl2!QsnNYBkjd~|G^5!T!du(g zQ?}m$rN7vSrNJAB%@JSOUlEGTm8%zm2O`i!D6cHuBntWN^-d|h9Dz2o6Gui%0ug;` z$UHaA9f`jsS>zO7M&4z`$E#RwLbe_E%%1z+z{0hBqW>)m!bsyMdf(qgT8fX~O?|wN z+FQFZpOyjk41p|Bv!FKO4$3Q2i#X+= zf~Fg}Sch6C0Y|tp~2L4P1o)8y31rkvCX(sxEv_3xQ~4 z{NE#i7@!Rdzvk{tg4IVNixXmL5c0iKRQpvFG`9%tF*3Xl;vcH+|IrBm?=Wor``w|C z%r;b*Fc=Bq=*=yGhy+mbWxE^pBn^Jyerl>Ur9&(Gqs#l<36RdtVZG~i2K;$q>;Hf! z1x#F2E_|Aafx;)Py7$atVN>rS`HEsZ1h{O~QTtM0^r0hdQ6U}T4G$36H#6Xy8dXeT z7YPb|OczZE6sR2u7ujV<+;N1w42JFLv(aA^@g|IJ(`F2)s9ce{VCx0X z6A=DG27bl-s`KB;U_6&E{EaIEy7m_d*+*bO^ktW#upAD?S5#Trcc+8Cw&^{UgBeie z9g?|wj0nSqi)=w}D3Ba%zalV^1*=zS)$H>*psm1S6xWampIG-kbgm$PinyDb{hka6 z%B8Wq9K=JdaZUG7YX&Hi1XG@66G54gW%A)D1=Qb(HOl_V1iF6J+pZlsuqY&$p|O+$ z@txKQk~L&d8G7*S%z+H>Z<^~4mczs7ksH=V$M7(=#D^<;odKztHZ|BuB5>3_PSSCs zz+&R5&pQ{hz?SpiuiT9saM8YQ80ks@(W#&Dn`{J-|Kl?m`Z5D-3(t&j-64Pl-^Uh= zF9~GYgu*>DGNBeLw3B=$2TYw3b_;UQAZSM8aQNjs(0KoOazu>=9)J0N`(K z@I?xkMNf*hyr6*H);BpH^DJt`4 z=joCUePbuMPG=QB;(HBmm7qdst+-Du!WO~k07hLbu^6gXp1D?S6vI*ax!i0;aIhKH? zwwg>n+LF-7V32HGW% zzTRbX+k+0HtXG}-Nu{uL{c%srD+W0E4b*PEF9WkJ-7o*39ORyeg?MvRfL7C+gxJ$% zV3AiQnqONA@zUy{V^yW_t#@=Sjrne31NRB*XAD?Z`5L0xUIrPNH-*1a%fax3d+j2l z0<1b!9NUyCVf3l=oLEF9$nER;)7Hkk@9qBL(oqI&`mAN?GG)-*!+PU;90NkGP4O9f zG2kV#5$qgiK;?OOmv^ZQx_VBYnQSV9@l@SW%JFjGD*m)nR@{KHY4iExXZSSaX}R(Hb4>Hrqiuq7-Upvg3JW z7!doN!{|c|1E!^ChpzrA1tp5e=^HI2@Z+iH(&vz3`1amEBu$_g(vR;GeAZb6#dilMf<{cj|ZsjDpX z-)rLnpeepzHZ98sziVHfe+$i~quPZA71*l)z0!2B+8^tu-hb1zrlgzFh* zfpA$vNm3CB+-jOggzb0;$4LYve89nS`HpH$1srJF{1w}jNC#GX=k3IV7Ftb==+iJ(jIDjSc)gVy3;LEVi+(E28bE$fVeu&zU~J9kEa-1Ra4 z>C$lE(J6knNs0!$+7|?+ZSg?=tbFOhSQ2zO3%_aCNrlXvq(?+xZr>>&t5{2>3u% z^hc}pfB@jd^Tiw84Tmtp?(2unM?p4u-ymjJ9H?u4zh{&a26jLBLT!D{L*Io8iJ*>K zsBmnQd%K=Ds?xFvY3%k!&Bb~_^Q%rs+*6Z9aqB#?n~!?hK41>COD!$eO>P6(Z>Pcu zFFzR52sHUT8VFjK>e>$KAvE1&;kHvg6eaGcV54+JA@9FJ2YFLsP@2C|@8C!@D$cD; zSE~p|t21}akxUT!bTwOwbGI+bpxE4K-Q|QPZIo;se6>(KZ+p*y4QCXy$G50~GYZuX zZS_=U#UuUQPQ4V6h>&DUSI3zJHaYRQn3iVvj5O%)C^l?s_Gj#^;h{ekJ+?3gx zruXayYs*_FU@5V~T;kychn}He``No_|BUHQH}ODZC87B8-=#n_>b}Z8<9iP&`HZ+k zO5Z{(>wI}%o}NQ2@>^mte%4?YS{Aalcn1WzeJ!W^?m>9S(@6Y3cbKHQ+x} zO_TEPBG2Og{7rKGP_^BA>&k2&BuJCm5Y%==;WAAHz1yS^uWIp@+KM&s%EbgeyzT*5 z-i7U4ig$r-mfF2-Td4v?fuJcr<`DaJeU>M~vzy1Jq=KHQ| zMMfc348cZ=H5xth>sBfM9f34scxPs30ulcw{i4%dcTjWN(Syysml18x?sGd*u0dU} zp-Gg832MJ761Bw=gy>P;8WMXRAl0d94QZZmB>F4U(D^_xqL)2*eeHxN>icIQbf(Az zVgDE$i~4N_GNBUm{nB2*Vl{R4q=FX+PD!37OSz!k^!Sp!`@&F=S*_A3X1-yBUMmg}&F2`0X+)JEc=#5@Y#dF4Y0FdK`SI!G=h9T_{%Q zPZ$dE9+2mDi$!WrLczE*9?7qBJ9rewqc2fKa@;?o(YZ;E3y=H5k+Hh(+v`rj$O@Mr zDK2{##mh(b|!8$iIpEX#BveM2kowIvj9wv#}-} zInkUKEVl4W?z^my|BFYwRpTOOywZ^jHNfrq$uv|`feXT?B_Q2>TC>>T81%K9^58<> z161mB<@3d+`$&5>GWWz%6xy!YtJU!Viv$oy&F)%eK3Bfk{=f`0Z^*Ha?8!VI+5Xfb z2Z!c!j;ciCQ&H=aai`ng6HwN9bC1IA7}PUxg9FQmMCU_^ni;9lD8?ybvD*rV+`paL zqy3nOPFXE2|L`TFue{0uS+W!)Jie^Nl|Vwa|CNV4bR(eUAcO4<7x74JOXbur6&wV|IK4?m z^xY@yCH521p)*z@jOTc?*07hRm5)WAKIvr)JWWGehwqk1^%GE{Y>Htn$?#pcWpXnlqMxs57MD$maVv#M$tjzq1#MQXUd&3dlIb{VlADH4BG$ zlWxq_l+93d9*Pi;+`{-5&ps%BVvbG4*nSY_(K@=Jyd-isqO|LLeXA<^!re#f0leE zFB}4L8tbY(V}P^C$h}cF0jzio{){I_!lYg2+GX+`==*SH?%*~{5Z@9g`Id|U@rN8n zVTUZ?M@IV9mMLeD*;bp<{K^-ca)NVMDS@D=QL40A84fZ(-h{WLM8lN;F_vyzG}Ohj z?v(iE11zt?G7Q`K!EWaU-CL#itm8OvU1Q{dE@@Jke3TZR0MO zl&)1gWP}1E?6i(ub~OCKo;__$428Pm!3X~QbOk#vk=@3p<;4*9sH4W*ow(W#l?GBTRH=X}k9rMA%?oop}15>8& zJEMD0_c#f9*t~b97n49vAvLY+XF6b^{R4x^+lBcZ1zD4+K+}7|_E-uFTN_nxlYqC#R_MlF3JmoA(jGfQf*-F1cTQ(9=Rs(`A|RXs z^4#MU=t3f>n}qclnk53J=7ip*$`qJZxqL2<`D$gLd0y_VbZ8gecSw;h1Bj|CbgMOH zos(Y{bSyI9Xpe=Ej8`(#cgdO6b;Q85{zyamY!sMi*2%1WiiYIrzuGG8aX?P0GM->0 zf_U$=@hSFH@C&@Y)mw>$C$eUykBChFs~?(797zY3o8bhxn~C7(W>)8B84e@I?r@r{ z1Od$|o;=MO1e3bo&0o9^1I~;Mhk^@HP*+V~=oW~F48&97W0wq(3yPv&__6Rwp8QDs zKP-4iNIbs$FAn&plSCV3BjM$Q8{=ms_@&4-d&}MSG`dlD~*ccIfW8h0GllM8DefX#4DbQCmS(ep@hY`&K zo^=>3V7eOe%9t_st~hD)FBa6CI$vHE#e?c;NnJ5N0yx#;KBT9RfDAWk$_gp)!5t0kfT@ys@R+Fw>p`31Bh3D&;<5f&Gz$2}N9zBT%!c_k+Gx)mDk#ll zZk}fH(ERa8u?yzReQ7^lYfdFVI$MwU&teps2 zn3Q+8TVz;HKCBR^n+bo4uN4Ix%mzl{+8{?m4lKuWH3nSGg@(D@4##V`K#mIH{$rF0 z94nDT4{IW@N**>g_aZ>*l|s%0Zvto?s?9UDBLXe8YvGm#8Ak8erH2b%FM zG<${*3$s!oXhQOIYG4+yZQNg}Xl3#s=tV0Qp$L2o7# zoXSOS)ADj4aC5szFE0&ReO?Ft+oSb1f3gk=IKh_SU zz{}lZZV!G?pzE~8`pzp^Ods8`D_%YaI=}7q4bjYnM$3aynTa%bs8|s8L68QQuBd{@ zN+t|?EG|%)_4FwwEcoUSA=V<*0aHwblc9n!#v>%Kv#g@NZlHk5%F(H*qgl|&cW3L; zcINy;4!LjR$^k_oKY^7f642Ri9KYU$hxX%bQ9nfRpt$eHgMveNuzusYr<|$xNxq?u z)d?chc8b#6H_0$S*Q_zVkOiLHx5Wxi4&@q&9pO0WYdU#b zN+lh3YxGVjn`eO5odcah;v`7k$8WmtGX-idhmoSZv!OUncc1tg6-4txf5k*(LC?=V z=ghAJ80qU+I?#g$jwb#}%S(8uuKa7Gv5p6>Wvl0f)kIJ)nq3pfr+{aDbw6f*Hgw)C z3+#MJg+m&g>5P z!1I%OTt1-yR5HX*QRs!BqV2!u?RXI=YUj2pDU?9lt?zt>m|}Q&(#iN-T_M<-j@KQl zE&%H5Dyf_F0$Bd=wY^ZU5XQdlDt%;H1h&rVzYkOwgVND(yJIg(pl-^nfm}ofVRP1N zS1U_FG(P#FObY|1A4WfaV9S6IF0qeu-|66BAh=h17add-{IWNU@*YS&@zv=jM-0o zOU+Ma9` z{c^TEU^!*N2&>71=_yu1D^sVr=gi--?kj*i0p}gNg$tm+{aXVE3k@$ph70A?2Cjh5~vPJ-@CVl2l>!->J|5NIQmTW+}REs2rJkThwd@= z-kl=5^dST2f5#@d*@)1dT2K&f&-7IrW~WYWkbwiEe@DoH0)L*)wk7YxgQ!6N{OY}A zX!LW=9(IXm?&oWUVPP!D*O=-R$}-Qp?&RleB*WIG;LmwSEDTI~PsL% z&1xbbKJL9!`Wa8CT6(gTcESd*j)gtlHP*l@ax&Z<=L+qLGe+WyzEHKdM#{h~5Tb+j z5?8guL296!YxsOLNZlLTBXTtcKHKoLVEnuwyhD0B$C4GQb0c$ys5_&+Hv(+9Bd(}# zm2Y0a)e5mZWnB};Xv6;i0096043~L4)ZZ7zZCTorgcL0bl~hs*M+ilQBuOF?*=67N zeVN6qwwW;)krtxG*HI)Q*-}(Ok{^*umKOcyulMWo&;6YH-19u=-j2;Vwt9LlsO>CD zF&qd$aX0I*o4JvAyJ5|-r@P|tkl|w5(p5fKf7JQj9T9ubJEC%SV#F1aZQt)W*5?K4 zpQp@=W}QJ`{ri=pi|f!P_qBoQHdhqr*pzy+IRH&8gPXL1qOkh=f>wQIJepiwIWIMr zi0Tq7Ufc5k6ricCt@*hI^Rt6T| zoKaEj@CoA`-pHGlDX@Fyk5*CBx7ku*s4g(%E7lQ&9fo>2#_?xBD~+0WP$(Geg^eVV zEW$zK-(q;s<49GI?x5`Vb>-6kY(Y=+AGfvlFx1-z z>A#jZh_{EAAAfr;5FY(pqAgh!505f-1eR(f!nr|z#vX)>%b+ASMX zkqRo~MoHUMQb91_ThS7^Brxwb*144u3u9>#tMeDbLDBm)=hO6ch)+!BQM#_eFV!V# zUpsu^lG1D+-6s(YM;6dNITL!`cvXl!BS6~{`sZ#P0%(5u;l1}tCZuZz2(2+rg`^?* zsFGWW;4{=e;hh@?FShDs`>u(CEzNNjhrb2Eh*-%Qt=L3hsfLII<`co7&x8{>Nd~>K z+sXgk%?9C%d7Rx7WFUy`v(~2*Vas;!k(+55z#LCq9bdIIR3cJFq3O#srCr@JCfW&l~Ic}^uD32Ya(UkXx* zfnAqBIc2u->j@HhcrVKp94OOax*aFsP*&8Ab>pGHTy45hWNRWUO-TOK(vSqk%ht}P z+9ZO^lj(rME3wc<)QnLZ34!E+=>`n}A8@$;am$YY8(1Bvq%b~Zi5-s3KNXbRQ6SRY zq}_iX*uRR4$z2GBw%EX*-+xC#*Tr(RGYhd`I^QCE>su_`E-eiyca8>@aP_&T6(Nwi z|KHFy%5@O;Y_W8ocY){=dU7FQ7QmXx35f`_19@qWJcHIKNY|9#mUbZp`iALyLYvZH zLHPx^@5_K4OIHYfTayMhHoK&`Q;D!VUv0v^GZus*>+bIJjf7c(^t6F~2v}1_b!d_i z&{L}@p`DQmZ(dw==bj{jS^E6_6hjgePkL?E47s&V4%j5Lq)NY{gUN%DYn4V+(56+$_Lby7@~|z9r^a!q! zprrF*MFCuRs^IuMEf2y}o_k66Gr+lff5#m)DikC{y`B&!gJe#HB(*LJLLZmT|F$84 zX`bbOM*`^ZS~lp1b14&eqvIB<>zQEtA^-X@Jq9Svyx8tpNre($ZTDjv$*?!|J~?s) zU#G}d?}z@TfN_KTxijtwV6=yKI&@RZRh zL}J5NEpQjLHZZZYkP$Z&^iz@13bt?^7~>^cdxQp6$*{+Hov&+H7Mwq@ zdRf^1WH3ASgZB1M49Kn#sg$4v!zNNh!_&RN(CB71R>{w$)P3iMKQ*R7X_EMjtmriG zXFtAkzd8l(JbaO^?3w_&XaB}@9*KYfU*!uM(HCTb+}!6V4lw; z0@mvC8{vmyK%??V^}&zPAX@1de{XddOz*rpaL>jM2&bYoywdDpQ2npVVx=DPDjDNX zSy!>j({=t`VgN?}XWaDO_X5^m32-J?dV)iku%cA=b(ndR5!}#o9qzx-i*IOlgZef1 z(x#0~Kz({Lfn)E4%gYM%E$px3wipS$TXW%P{_qLo9n%FJo<987_`eh7T~?c z4>fu`-nRz%Ae}vO*R19`in#YKKi?aQyUuAeI5@@OjIiA$xeF<{e6S$ar#%ao$|+X< z_8{T5{@4%9@(i?@Ga3|9h{I@s|LLBf$6|RbFO8cOi?`3XOm6p&$3N4Ahx>1*VEDNWwj zZ-`tyJ(GyLhBhspFO9{-|M`BPTTAAi`GZz08hcWg^C15gZUVYcw6!g&k8@yvr z23pbnZLJO?pyB3+r9&4szX(wvsU2*4?Fd zh=7D9Y}xphfW3P^*3j1wk<+v@y6g@Kho$yMzDdtUOFwFyz*Q>hDH!w;TWI*FOUm1j z!@%lwYq%dn=(uYMtKs3}Y^*&L4bFEKc@CHimxhx?G||LP>?A zJB?e2NOz;WscIu){dsQ40FsdY_xECvN;aD4{gZr2q~M!9dH;)>r=p=<4|nJy9lPdF zMo~8M_dDS|!L=u%v~9z`fl&gAei@IR^CDodrcU9o0}=fs@{ZZ+lTj~oIFq%Rf*pyn z%1;)l*fXKAthbMjF6q;Ul#{90LBB)c@pW6i^|NsHdJ@LFM!a~!=XlTKwxi-?q(|!& zGe2iz*VD|pOaU5_T#g@{cuU920R%^nP$r(b9Jr!2lYv%-9VRsu*{IE0wJ>>(gnsLP zPbbQgQ1_N$L_#MC%>o=Bd^?InF(zLAH1=)Brd-@- zt>lyHm4p552glD0QE=?K-*BP>342sKm#y?A;yVNFwLJ%j7<@}1kmJPnOM0ZgiD5P- ztLV5aXHxO~JITO7cZgh+4ElofFeaRCFEHFPwBGVFf!d-eNZi z1HW9!H0HC*#&^fj4l?Qtks*++v3E; z$hm8CSp`(IQJbpyWJ$#_VT;e?8Y&idh}C6E(9x{;RO&esCN_`eNVy)&!^YTqgH}QX z_{>uco8npMi8uCqVX<&#Flbfa{TGu-V4jcu}jv=)~?UTrei7BSV0A7n{RqKAcckPEU?L#Ex_LWc5T*kOw`KwIFKtu zM_ucT8R0E7f_WAno!$C9@C$4z^zcM;b6&Nh|$uV)3khuJwSq@(p!Z|5} zTx|AKg>lA{wbB=}fDVvG!?x;p?RoluK_-G~7l*hd1NNO9l9KERVV) z+|R`RH+0h=AqL*n(hv{#B;)F-Z=p}t5i#*|B4t8}fCCvtU!OSlv8Mn%rJSHF-40Y|=QAE&2gAi=}x ze7|G{CO>%`BDIjo&piRhRDP~%9(??I=iY1-F|Dj`si&gP%*aaNL7_gpYNzh_to0uSxBOW>B3H-ncT!PFt70z7 zpQ+(|*C@ap7ZdX>rCF%nZ?^nA-=~KCQdUR#IpXErxPx+%hLRg4CfDfEQS0QJ6Y8-{ z?09UH8M`MBOKRe*?k#6w`X&2&|9P>dWY!W_#$*gyDKec3Qfg^p9K7B6rla*A8*Ae} zDy#T#&}--A3D79S`c+*i<7!+?*A`UEURH!Y{`U%vHWg#&j-8h7YfJFqh3ua*FH6wq zy*opU0!mOMu+y>Q zND1o6Z+w)LUV{4JEg!U`c(^h-CEQP<6t};iX?^)yipuwMoTDGzz){~F&n7RHp=j02 zbw`16Bpi589^O%g@d7r3O#c6zEzhjqBvy*@kC&+2=-^?;gW|Gj{o=Yl_e)(bD|U*CNb!=x<&TR*Y?_&F3!b zlwkCZ?M-1HOK^5_M47?mAzkU&=g@i{Qfoq3GZV#F9DhVos-Or1qy881*R%*l&*cy+ z)r-)Y(pmL`RfLL9L-juL`@_q$-+kS5G45NJ7*!fpf^T$0-_=c&;4fLVw708E@Q*;j zEfIwx)E3(HL~|(@C6AeODPJkXv4$z>!)}FW#pn(WA1FjZeT8XfIv3?O^y@v-F2eby zz4c@K`m60U{cjyCM)gMH$EUKmSU0#W__Q7eMSq=N>AaJT!+rZ_VoF)~{?ts+_A4x$ z{duTWp^C+yXKr#=}sgpqNZozUUs6bhc$e79r$XByUS7P)nnpMS&U z;SXcCst6+5iv_5qDG{yoCHTYdiq3RbVybI;yO#pz=*)a$Ke)DAX3le8@z zM@(yThZ_>mP(V|ERx%#vcQKPa>f_Kv=6r@pV*)yViq0|FnSx(#zOB1TO~d(zS$?Ba znb@0NViA9lh|^h0gdZ6hI4J(j&zTs9)3lR^Hiku^;{A7rl#0WUt2;<{Vu#~9g~=Tb zJ7ZCqWvSXGn20m~Q(`#UreJ-D;>ReJ4Ak8}_hhRs0SA*)9eFDfQQSeaaoJQb`hU1o zdq>e9rJ~!!>(!=NQwq(ZV1Ai`{kCORmyZi2F zSMh?ovn&96az5rXMuhWozx1Ef-Dv!C%Tw5PQ#^`(Ja3e#7l%IGKQ>o7UPZ!l9s0^l zYdEBJyUHTQ1qfl3oAAG@;N$I>*CcQWq6rZxlAE`I`rOycg%fAd{J=|d0Xa8ZuGC_) zsoWP$w6Ev)I9x_Obg`RM_W-*WJMTDG219Jk*G_PZ0QF--*GTKb!944*_ntm~IHY;; z-d00Th@Nm-QPO!4qMZb##83&vuh1`Lzq}4@Kl`s#J&T8tF2=elwIpcymq*%1ONPMH zU;B=PB!cVr-T9*Z(XcutO}s8C5Sly%+SMI>fOq=qDbW~bSnoO1cSa~45|fREHJUG8K9}jBBGDlAu+Z4MYM7#?plSp2g6?r*V(x%?3JDu6prBK8*of*@<0? zH8e=RVccimUkl<*{v|V997UZ7#=jQn#72GCW1pPV^A$@y*;nT@X5TST? z?d4Hn{ge8#H?a(uQM~c#T{;tFuZ(@ak;a5nGHJT5oCY_yR){uOQ-FT8Sbpj;363n( zm!mHMyd%o4do`xPZ`I!6=zFPPTb94FJUkm(^(2m;{>Fs8@f{U~wYkuAUgFdMu!lAK!T&{>WjjOP)@U$DO^j0c)9kecS;nZk zH}A9cKMFiqI6MAfV>YCB4=S}pl0dTc{wVJQ0X#~?_M3_jKs3AU07F2$zsVGd0_v*n zNed$kI3xP~hz^Ab^13}-N<9<8@7U(N*vf=XjZ~q{b2K<#o()wO z2I^#M>2P}WK(z2k9t^q^ydb~J2hW*d|0weUaETYbVs$?s+GPcnnq}sKNo#EWh25jK#FBzv+x zvf$*PPxsIT7N|W4dufoG2P1B*&RcI8kT31(SoDAjqT-^#dYiMs_Nr4uV?7P(gdU7s z$jpZ|XGc2T_OYP6Vj`q0f(^#oRv(Yq%Z7o<=9`vBSfIP4`OvnmeAu&XfBS|9{B?KK z2tTsSfndsd^#->*;LYcc`9ER9O{=7D+#U`H2N!4_;nS;yA;t0F0B?EF;=_Y%zE1f+ zHFXN$$r)>H6RTW!>?<#=zMBDEBZBS1XL7-Cxv2QFTsGWYusADoivx$nyR05paDct< z$vuu62k3Inr=DrB;pKl0cRSqkVd#vCkaT>&v^9JA;5v1jZ#LTnD4?$W4NJj({x zlbyQ8?Ho9=samH01qYhX2S#1wvv0i3hecz@mkv6e~P<56_&Z^^rQunX*=RAvGTb<~hhT}z$m>+PoXdf3e zH!h!>`^5o=z7^TZyE$-%eMtG0E*n73C*}{01rCNCesM-zAlO{?*w$DAbs3%;nFc&a z{W|ycYcmf*ooi%n9^iqwlM|7Avl!ZZ82|jdi{OcNuuqIN7p}2)w^~$jK;rA7{(&4W zcohF$dxyWyK3R8eID-d1RpHO%__QqUB*rY|fx+1?&~!t zxct|0d+)CGg;2Tq+yiwIFJ8o0Pfu3VelsosZfjQpltu|W#e(!&7tzOOsne(P@ z_e8j`@Ui=b+dLQA8Hd#*_eWgQE{rrlRp-7!81!&W`$lF%Rpt9^9XS>>$;u{) z8|A@Dm(;}F_t+qJrewT{ulHBUg?H=SxG*}dC+e5R1#9Ks4>!8<&&%q~qXdgWAT`lR zy*+H$Hrbvq5zc~%l+$(hm$1R{TfjPh11?D9F&duO7J+pMcK_j%s$bFmJcSF7?r51s zs};g@yf5*rDI5A~zGm!lD1a^Fmxj7?l=ROZuc zR&jj|3%bqD=Xoy42X(uu)5F_yz{AG|a~f!{rNni=)(;90YUYCCmgd0;v5if&MJ%Yg z(s%T791BGLwGr0yDPT~wXRC4nq+OQ1S-Fq{1@d|RTcjAULP7McuPzO274oj@-lPDk zF6t)C=D@JC`s;WO3$peO^_exYpnim_l+4#}g3*5LhhhPI?-5yA6Os$AtG=l!nls?Y zu$Xl(KUdSlG*_nb2@W&eWP?1|`MP_YDZ>K!%zZ(V+APR^wMwaXcL5Ca*$j0Rl}b@vinY2Y>b<jHp0C6*{Cb2fD=F>7Z48Yl$p}KMy|rZ9FYO zf!lhyhYfxZ0ap$$=$mCg+cLvH8&4&HruGJ+WjKY`t-QQpDKj(8k&w1YGdEWQP^u|V#ygu zeNGR*KG6aU-Pgzh4ns7@mGEIs)D1P#V>o7{43VNx*BA3^eh@hs!kw)c4oyC}C*Mj% zfhv#Yk9w&HIOm%rg_MF|)3D?_dzKeW*O;i4KQRO$S-J0j)b!A^zwaA&^gWQqe;=sQ zcQ1iRQ45t{Apmj>Q&PT32SNS5CwKqQDtEccez9mDz;yXte3)bb8X}a@2N-2!fSdAV z2y{jEvakM#Zw4R(jV*Q^Z69QR^#j#M(+1k68IBGL2LLzUq224;!NC0TELuMn1jB^U zWKR<>z}~;WhkbArR))@rD}OUZjiTI{S!o_9P^#(UsBlh0MdmYLy4H1Kq5BZt$2G8)i@ucXIr|33N;^8 zepq%wcs0DQf~^ZI6-xf-x*G({vkF}LGl8JxEkWs)@dxvF4(2--9f0n-Q6?@~2Ms$# zN6Kfpp`Dnp5B+ce5=)j(H?c)UNj%d_eB*kY#uRbA;@0wqpRqp7&LX^w}f{> z917LX{cpQA2w`1kZ=?%rB8@lT^(9yz=sIsdFnC}CLOr?a7TKmicL4js<%%#e@K}C4 zAZdxt^-Qw%%ebIX225ozU zxUW2*>Cq#qxjirjaA*HD5RD>WhHgGn>q;PqOPmfRRJ#H8FyT~4{Uw;*xho_`Fh$to zeMa0QJ;dEgxHTml0&frUHa=#F1L7IwmS|i&$fAe)JCov|X`hlz(V<9KsmXAu6vcqO zCrPwIhK4)3!I1i!c28qX*II-RlJjJ^8_Zz}{NAQ4lXOw=ZuhusNmMM{d-Q&JH!=>` zbooaxQCJWO9u3xE3WaGQi7BSb9zeI_nCTX)3Fq{}7}q~KB6C}}SaErOluqAMZn7GN zG(2V^j*4qSXR^DR###gvSKUmq42p&Rtt6hrwOIIk&pPj-KNf22cK%*m3;|38ua)eE zFSzj;#Jv%<2Rb4Twd4;AU|+V6nPk|aX{TY*@dY0={cZHl;$B}Q^k$HSKi3x$-BNb- zugAf8M=O?_R}0SZ2A#$S!>0Ac^cr(_&`^EI z>-|p+*dr5nFNND7gADWc#wxyu)O7tceUBONUr${6+!GFg1btJL(MYfs`DRzR5D9LS z%gtQ}LgCr_>`8}o55P|X8IkH&f7CL^-E+`redyW2fT{K7M41!xO ze{lrN>8aZ#k7@V_Rkot#KF}$y;B&vu6@(aNkZ-jiV81Uti#T=;8NA3A$f>nK1{mwd znkha=>Z{wgUn0S1r`>8@z|kMErwz`=N7?~1C-K85Ap|tc3-0a&Mnd3?vg}JP(V#^U z9olvd1%}nifph*C7?*X}ddflb?|>Y^)rt!}T5~q%R&qvjV-5^A&O0M^@1p1TN4+4@ z;N1Gojc~wCF*e20@}7BmbXeUY6hiCY#ZhUzkRGgt=42ZIX++pa%+DOn;hiJ>8+;Ki z`rRF3QW(PWy!b}BWscZI4P%2DePP_j(LyaC5O7CC!xS)qfM=Q;oe##qu*jhdUR_(z z2>v+cKV^W%`2>aQwmnh3?w=!&l0a^^b4WtRS$08u|= z`s3Y`U{1MFe_=TRz8n&A;tjz9iNj-b_)suloF2G-N^}M~bkAW@T?py2H603xa79=; z9@)pc0m$B)wW_z$5QYBo^*SLJ0w?xqf4)G7gxZU29&i6CJWbZ|j63AjX`6||jC z1fhi$tho4oiu@yd;!FLPkl6jc)mmN`O#kg2~ zByA5E+9F44M}hsb3T6w>a9H0;j$F*8?Irbl#yg5UK|{8fp?pFfHa#{duOuAMI*;z- zYC{Z~?oAuvV+%!13X)-`$D(L+-%PPtz!o)r)bO}_#tn2u_*=&KeSl%YL)e8C0~&ul z??tQ7`l6%Z_HO7fxY?)hYHv6r{sC5_EG>UDtaWgoZeX)uvy68e@S^eXg5u z7z@mld0h2&Fm#SrOP_e<4fuW1NBFADX!9`7um9sp$13v+!$?vH3>Y#u_Pt63d-0K& zcQ=wD!(?-Hekd7^d*_+#)lGyJLldBT>K4IRUBnwc68R1*H0o z!OA`+0Jdg$?MBoSY5uEuPSQz%9L}!}SDvTB>n&bE?j9Tnz0#K1eG(7p{URoO0Z}0I zUm#z1v_IgJi$!^zX+Dp;cbRVC3c?)GxmYLZiZ+>fJ(JdaKv?9jtfF!vSZ4&-5L`4j;Dg4)hYr=sW=iAf6H3{(Mzt`m-$XIxz?5^*o9tI-DVG(0EA80h25Gy`s z16ax0xo6>;pgH1V_;ybWP#ycl3Ru&C|Bf3MUs?uG{&c!G@6Uq#)YC!<|I*>SH(P4j zPaOQq;?SOVN&wr8vtM-EqG3p(xlSAf!i2L_8E=L+BuG??Je*2^0&&r{fc10;f9J%a z6qEsXtZz2W|4N6{>G7f~&M6>xThN{JW;|@l_k?s%BO$5oO6lp_ez2M4acc9R72K~$ zxS&uH4tmQ;idD9$P~J;U?eWS45&kKG&%Rku_o?0Eno9<3{Jq+$VVVM#P9pthbZNPv zYwX#Z5Cs)i)z@z&)Aq50(xtI7E`a}0d;aTST3OXY~0X|Mu^bispRymST6M=xZLR%;It- z({o_sg{Mb&WHwB?ZVUf2&wycXB1cFs4mJtXE+<;zX*wqEjr)=XygErW7G`-6FY`pG zu%Arp$qybe-O;P(&A{czPmJlqC0ioIv z8?VLysCPAWd~6*DrxkS$hYZA8an}2X9E~CatUxE5;Je}DjV9xH4Yq!&jcnJ zru*GKDUjP`*5N!I4^l&|M;4o+!A)1yyhlkgIU5pq&UHI&XTi?dtjq=1bWjUyX;U%9L7P)GOV#s4D7+?6meLUm zM&EuvKHwP*p`YaGN-UzGv-^^noK6Pt3maM--Xy^3aJ`|+tvMh$m>|7(CkNhjRo>*j zPk@>eR@L(-@W3%SeLAKg4W>7?t~VS{2L7ns|8$PULEzadOn($&z_Xz!ilaRZoUb-; z*aT(6%F*C#$B1kgxO49?p&bv?sZa4j0U5x!+G1hoj)Nd-?Zn$J@v!rTJhj*s1EH>G zMe84j0*B0lxVs$~*w1gAoN5^d+)WP^gx52mq~lA@ZDl+#$2nLpVY1;sZoTTOnm=(fa3Euo6 zY7xklladaJ7Xxp8baY0>KMrR@{M~^0 z0D3$;niS_-`;iCxZ@B0$yOsbQsk&<(Lxdb>e{51jDWqnL293HCK~XKbGcU6kltODS zO#Ci{zu$yqL&o!gPoOEoSTzr?<8b}P=MHX!;Lsafz5zJ+}*(x=v$HF*;_+~-1TAwby*V7 z|HK+}HkU#VLzjk4YB4NyDelA3a9`IsRa25x4z^EtU5*)1KZ; z^Qf({k_<6QPDA|rNgy-Zg1P8Z3Li?14cd~5f$=0pyG5c9O2=Yt&f6CN`>b5=$Br^E z@=4;kAWeZ_xw9CZ8x-Jm-YaG1N5gk%(qp-Y3>+OFy5{sqP&Qb0(Kxsax`kT5nwt@! z2OTqcf++%4rK4N%rUl@!{Zc$jt{AKs{F3~ikwC*2{kk(tfw%|D6lwz%m?9?CuT@fE z$-m`I8YdM2OU)(W^9@K&@|l?sySq|Pcv3Ot-RX!~lF z1P*>r|Kfj_!G#L$I=$0nu%k_ywUD5IDnIW?p?n48n1z0%zgYou)sN1sb5y|e8Sd}Z zC#ldzxEvE$PX@LX{tlXl2iKAC4oiY`wMjli#a#4XzlA!OLLV+{M zQw$QuWSER{<;>L}!A@m4Rp@Og_y_gUfA%VYmwD|@85w1u)qQxzFpmOO4Y$Lmy(&N< zHYJm=(zJ65&E3-Qrcl9el zr_;GA?I#tYRY5?>fC5a<)?R#VA^|4);JKsDWN_W+FVp0xgq%Y9{Kp+t;Qn&`?7(6b zFtq%TRq(0;>j&0i%>PwD$2$>|XiqA*{z?*i+)4)9qnT7k84{#Q_T~k(5W#V{)mmGy z7((%DB-P3?2t9n9ebkZ)Tq0aQS*0o<{DTDZ-nu8@W1q>DRrw<A^{rV&+(K25mix?E!7hpUkhy;Vb}a z`&&U_A-V9S@Nt{n2?A7InXo~J@UVg3ZGag9Tvhrv%i~%ExW?%Q&sRj46^eBGBvTGa z-w#=Qe^3qsGQT2qdWkUcGk#;aun6day!mhpg`lp)CC9&%2WI_4VLjZr;C1TLspS_0 z@TC80*veJ}tJhN3zL}Q6a)YH)w@W$11y8?hJW&q!{fDF0(n`T8{(5D}$zqsqOcW^G zUjTK7IZaz4a=@)5Aay1R4~j!GQu)|ikhu8%apTbA8A)g2Ts zK3@PY80!hjbh%(K`8qsQ6AxY0;=;BWDKI~MEP&-$Ja}iG@@F4Qhk2I12lBSLaPo=D zB=K$@ICpsS9Qd6FU*+w@Q|oi#=Gy$bxOds`@-&C&Kx!uRxvx4YFX5p1^{MFZqj7L` zR<#{vg~842#JhqSQNUB1t$s8%3yxpA#dPs&F6h18*G{>c5BW@O?;Mu%;hkP-(!TOM zsCTrR6CTU~vD2i@mauHNAaeUSqj4rw|I~ltbT$RrKmBBvJ01^Q_DgXl@*(uB-*(MRJ|qP1i;$t@!_AR|iG{3O$S>Z&Ik#oQlF!j?J?jkE`$%BR z^hFZbvU&aR&WHgmPVcgVdp921ctJj8VvVoAL@vpRv03mc&IQI+^;QQo? z^U0!Yz=xbrdD5N^*YY`s*UXbZQ_W?mA_5Cdy?zCK%7K72JJa}f!~(EJ?OrndSCMXa z?IbQP6berXJruA{0qT`jivjO+nD%kLVCbI#_nuv88=gr8BgewTtm}zDQ2%L@g^h;X z5_#i~AweMSJ#C5IaDz}Wt9H|)M!@WFz@9hL6g5c>yZy4j07?1cnStgc;JC6q;?kQA zKVMUeR9Y)no|g!elZR#KLnX>4~tv zfuKPQVDy}}1B07-`Ck{zP@rkrx6s7^geNW--C?+e49ErIvI^d?8C&b6_&XRHf65va z+z0`E*qwK;@&mWKlkx1#_R!d(ty?5=6QvgniLD&#_1kq?+eW{K}qy4oDi% z6Iz21woQ|tdRP?HJTJ%gtkGw7Fe%uX3Sox3iJvSB6FsH@dKVe4D_@%{G%jPC% zq;@!L%bbUrAiKIQGe?AfNdDCG#}Cbv-5)dU3`6E;?io)#j79pZYs;-Iv54FEjQsPf zZir4Y^Gen=ZiMyK9w4MDA-Qe)e{K5>k^Ld!qZK+YG%fGF`L8St$p!qod?7Cmso!^H zv$IJ?>ycA~HkVS+rrYA_y&e&0I^(2!;q6;Uw@OaRm3j-A=Z67LmOBy(d*SgYGY~Dk z_ug1ij6qD%bu7*+@#qWF%T;MLHd8piapWHd(FLywE@V!|7*;1w@9S9caSQ{6^9Ilwg!`bC88NVJsvfa z6l9Wfwd-VG8fyIGzLq4Igbv*MAYbC_hwSgR?9LO75mwpxMerX9z=lECu|21tQQF!$ z^0+C|c)`@&sON!neb(2ueg`7^b)Kf7!Ei)Sa&4GbqrE?&AtFsG0g2bHuSOp8M|9IU zHZ{7+2y68AhSPx)Kvy6wBl%egu`fFKZ3kK-x>xOu)eeg zuhrFjCZ?d{7V!!DJJQkituuQ$0^-qu{v>n%y0kX2ty|B5|27h zW6@^OgHtY@35bFGzVNVaDw1k>dbV*g6aD=d!(FwRjhM%3zZ@FQL4j*m7`&qK2+zXb zJM}Xe8O(N2s{bS*O!JRP!Um0x$;CPCNgNWl%BZuuosL-F&k_Ed$0KaqQ>xsTY((s{ z=Q`1ogXZjFu1Z$qAx--V<1DpY#9pyvj$_Y4`unbp8IPwR{P**A{&p#-iOZ-hYA_Xr z_VLf163j#k550evdSs(G#tXK$J9Cijb`0y*+dQQ4z^oK|y8yM#X-4R!FPPFXCZU^*Wij{s~(L_WfCJ~}!i{6%D~0C7CaVR4NvM$Gzm zUvGqzA_DATzsy5I5@A{`CoIV5-p)IG?I{Wp4t*6k<5-S1wOt3TSc%B?;?_rIDy0>ax_it!<~^MqZgCK!aPqX=wEzjhP74&66jjgA%<0=v*&N}^4L%j zzr9n}qi-aHz4){z(3FJwoY->T?v^9%#oR2W01^_*qSNfjA)}w%vOU^M6y&6>sW8q` zfl?j9n6GJ8BB5<@3?FMHV&_gf*}+UfOvVNN%Rwacx>YniTa|=HsH=GlY9thjIV`n0 zNJ5YOvMtkIlhHRGpJ&YyRK#YMsPFDnfyR3Isk)MtNTPYf_nZU;EnWhbcZ?(?nH+wC z_5nfSs~ZxkBjt#YGXJPKoP>BLp<-c_jQ;es-Pk8hMG0F!WEx#75M4~l!OF5q6eGZj zZ(OTHcaPy@2Bat`{drej*?2iRb+qUyQL-HICWmzeNt7d*d$;{}X!m_NNX$=tLq=z_ zWc%#)QxSvEAveoQ73gTliK|25m5B9A%VEyEDzuy-UBYmu8Zlh|zWu1M61Aqjh!&yY z{T~1T0RR6KS9v%TUKf^-O433bg%m9$655XJDMg4>_UvmUTa0ateax6K!(e7GAzAv# z(&9)+3rRxuqC#3oDoLO3ulG6kxzBsw``&ZzJ-7Uvh=F-68%ekAR!dIjBB^xg&ahXx z7`rzjSizf(8LCx^Pn0+)Kg+lBdJPA&Uf+)Xp~uCAf%Q*jySb=~I;(Eq$ivPRn`B&s z@=((9@ira5986MUkrkpMD~bnDdlm-87&++IGa@SK5jQmVys*E5ktaWPel73R~idX44mN@Xa zaE6MF`b|#?dnlN0IOYC1i;DWJ(_RkoG~8@0SACsGN3H2*gMgR}?DgzQT789y&U?@8 z61kd*%AKC?o6lrm)NjJucjjqWawC-guU-;vY>fOKn4N&n<(h7DyyDSm!%0RPEfEcu zRkX`jrJ#{ex2UmV8j4Co6qiiF6%X0%B4OzmvaS023+Z$m?X8pub4oz+R?$as%!ox_ zBwPfCgV9RUAo}#OYgk^}{4-@L2-kBi?9XF{qyFLYi+6}oD6}N8I$9|fI})=0=p7}Y zx94E^rKcoRCaxM$Pzyu?mpa82Q$cowU3kF}9T@JQ7fnl@06vfUM{P{N!Z$S?XJ;I- z@X8OpCvW{ROnb9cd_yRbZHr3ppNK+Few~p1SzjDJ`9Xj0SAAfZ>gZD4F2I=R^QHaH zwxF#1{JGb_Y2eda^J9yZ73w}V{wM$45A!u;)}Lt!Md8qwNgTasoEaBuRJ;*~v%WTe zew#-kS;J2=E7%I_r>ZI>PFTXm=FWS;M;3WMOe5d*=T+1o^gztLj}^)OV?~wNsyn0=*i4w1WuvO=GL#-j!!jcWXxaeRn5d zFmic`PrcyV^NOyYOT1ua*Gj7HCMO6|)VQjnaTe_2H&E}cQ-+PE2U7LI&SLsUs}|c* zCp_!-Mx|EP5BcV#?l7M$LC-;ExTi`eG=^S$#W9V7iMEF4r9{??&#Fmx}3RG6*ygN94h#iO&1a7xEL*|+TiIBW`X>^u+->tEZh z?>C48<%pw)%8g0z`0%oZwo@c{8}hnjhej+=)mQ3dABccb;Vc<-iEGerCN^+j-UEUr zL|?CIw1oPRXXFIK{dkvKuF@uW1!4qLhF<4K!mg1sI-~nzVDHV`bBzaMVIf=O+?+x* zc>gide=8Rb6R9J=2mS`YbDl|J2f#k7${h!7Nu<}lkrhR-ckdGPv zXwbLy^*iVMYv*9krRcWAJ z9^Ei3m4iSg8Z=1u}=ad=t-OYS8yU0#%|tfI+_s$H>ds1&G#n5 z$F58NPH#&GKBZ8b#!?y-1*9IWyGw^4lIZ!dVj5We$FJFwLWN-B&*k=4(_qW6q4x0o z6mV*{;QdU9hvs(^`WIYd;cmU%^!p+*)QYW*ezcVabkp*?M+#`5W4Ke)YK#UiMrL&S z-lW5-aMxh*FbagMUn481kqS$`i0W5~CW3fllc&CS91N9u(*7DpgWIL2gZ(LqU}P}H zj*Ou~%YdoSyA3qhsZbz$VFw*hNan`uFbxiBD1GBLQsI$2^IdOo8psEId_2KP0r$jL zLisL}}2nLF9BN6`E${y&Rn=pa2o#d)mqH)xT0QEI0-F0$#<*zDR(c?CS=)UsAw$ zdjIB@2Q-LP<6okk&w%<|8Re<>3|Mv~f8mWM6M8j6?D94+Kxm=#z|#miWU;0vq8!q} z{idqP&jbo&y%dz_*+&M|Uums-PNabFX|?o%H&pOarzUnMX24X1Eu64spJ72hNmnp-{#AJ8A}sW=UX%wXZFvDq*0-tmsYa#S{f8qY+CWW zE(JE0dgaAPC&8qEh=D{M1?=B1Gs~Z(!$HX%(khb~(2$iY*k#QC&zL8t58ldv4*@N+ z9j`jmJr-6yPxSlSR0%V^u>c4fF(5tpI^wMrNY_+UcdQ;5? zW_iETvVJz4*4V}yQe=Zt_+RT_n{41Xj4uzD&V-MDJ++_tW zk_%>6E|wY>vOvOR{&W9#CWPl+Jm5&m01>takez7YMjqznxG;e=7P9uT1RJu<%_mKi zI3U(mayHPE1Bp#9z6mz7Ve@zyPA&4)EKg;cjbwq(O2{hw#ek-rW&2LH)8L3;Yh~9h z3Y-(^XgSiG4yBgg%1c*g!N(lNsqn;XSY5~OZ_LbwhoLGDHK;5Q<1e`|rj`lMlg>u5 z&MxN9-;+XoSJGkSK%>2SR~i^mdcO00O$G%=o^HU&1dyd{ZTuEUg^LUNofpKIKyd&1 z<|C5{A@igY*SBYa^G-LLU2zN$8+|Lgt&au^S@u=izf!KM~|^ z-JIEcD-MYN7VfPzNra1OJ6xJi&|sK0o5D_Df`XcX?EZ{QAXwUMxJk~0O@SSzzf_nI z;Gcc!!}1Iuwuir2J(>=c)s3m^A5uWchht5XPlHVPcfVnn49!9GN^4;T^t~hu8JMx) z&|z!6{m$9&DY&%ePC5&M{dWzHYG#3@Hd9?_Efb1K<|f2KIyCLss%E2|4px*)0n*$5 z@8i=)6G|CS;kD!L;}jN@x%?gcdMSJH9Z6~qQOtpwRmbkA87$VtiVOZgfe!ywdzX}Dz@xPO6TyrAcg{UGICg?a*75g*Yn_vxYo>rXFPBZ?FuL9^I&I1 zrB=FT0i@<0&YQ8!hutB^^mnV~!HoiO!DVZ?&}ZyQkb1Pp^K$j1r6CWB7n00p|K5Pe ztfi6@`h}oee&?d%V*I9A#>TXV2YKOQ$Ct?!0G|0e`}uAjq?<_uZ#3tE;Ytg6!F3$i zDZH)vomW1j8V?^hU2y{{y|;@RxfVi|=FXL3i#X1oYT@(x1{i0TRz~XbASsA>(&)rC6o{E)}4y1 z&*6gEa8C1onjGN&$u#hp$%PdL*FRR|aX@Z4&9jPc(dVPZy~`I0!29v(ig_6x6bO%c zJCY0F4maE_*C-#F>jaOkMlN{7)l)PMa^PtTwXIZ))G z9kJk+5AzCZ->H=q!1PAX2amV#fdB9QGgnIs;9+mohU>2R&`-H5eyg7gm)SZdLdqOq z<#5`zuF8eCj>RRl8aZI±b-KM#yG0&g6fDS*w;Q`}O-14)lF68)__;L0rPU=|m^ z_PgS-+b`!s$+y!)QZE<2>?smi2;@Nf?;`&fYjWYFr2DIlYgk|;*2wH`;sE87SMB{p zKa>8|N%IHggIMj`rkD%)@bA%vmJatkkRSxt8nrIYV^`ejR%e6E_7)qTC>BgMhx>1F zWWeKP7Ox&56B3HClCX~r*NE$<0QFSL!F1Y|j`va&`0SDW@Q6wZOzam^no0U$6B* zHjM=WRqFp;3Sz;sPnZ3b<};z|;ndvAp$xcJe73VMEFHeLNpKEcNP`Z62YY3&B!Tyv zSWfKGIM69;96OL61+3)46&BM;AiLH{VE1C5MEU*SmRE}(A)bDjtxta@yt96r2I-lQ zQ>7JUJ5L)fjTOrvmGCh3&sOGHCCh$UbRKg7TMh4_1{YfLww}k)wAy z=*LfcME+nvYVXR4_-H09J)Hl6QNI`$H#qGqr^A^${2Nl&QK6_pF8=JYR4DjT((FDL z2lWyKY!-hMnC!9lm^>N=8)bMYA5J8Jy3;B3<_Id7l;v-J$E89b+bnifA{Dd?cB~ke zP6J=s*O%m9iLk|sr_<0B3rFa#F3$VI!JI!M;6k?_xR&@^crr|(CXL?jSZ@aTf1E|L zFGs?miS3DvE%Cr7Rk-BQTM{_!yE4cBGY)J;f3i=wMZuW(=9i?qK~O(61|(|_uuD?y z%ig93g?1{Zw+36F=WoL^sWtAXr94tDzxE_1?NQR^E_m|`fx+nJBv5z^Q=ZaRXTB_+~PWbJU znrYcBPvnbG*wB9_04MKn<+Ild!Ssio+nyeYK(3kCQEf&Prs$5p2k}@8xOfY;6GM@a zaC+_D?H7>mu~a;y@Iif`o{2=3Aq?lwT%IE+19^q$(49YKNZMpcN|T@!yhtZ~KqyOI3IVw6CuL72V$<01|uzdhf(4}uQJ9-fLFZV1ruscbvatav2LJW^S>lSFmRnHUEfTDArT{-mT4z!u7hpjgH0J%n*=YyuVBoKtk~LEUlbmv?|Vz|$CzH* zXKOt}aqe7eQ!zIRzjYtO7FabNrZOHBG&eNft`_PgsgR~#-E%WJoD#(ra!at9q>e15=YHOcrYk~ZAFE@Tvj zyxQ`HGRY_$W9fgep~PazX6LGw6(n@xi#k^m6^1o`zi7^O*&rcBQsw8f!$_E{cCZr= zgL;MzXMK1OgNz*vkAAnoq{mh+y9<0VXth}mjS!5@lOhs7 zY(WeR%yU@~P7GdxL`TxxuM_?oJVS z_Mm*J3^y7nDu-iAlH+i2Qb)PqR{{!<`iu6wPsSs=Uj8j`CF7|UPhU@!7;JCJl{9{M z6${WIK4MFBNAi?a-`8{}JTetpawyjh?Pzu4^c;7z;uoyEuN{aaaTEWX zGy=}c29DW;#iDPYPu9>#JZkjK{W@b5f`xyoy}cipBH`W#h1vv3tmh98cd63==_LYJ zqnYX$^lC_P&x|YbT~rBb^9V$%plP?d0s?k@^W#}35HV?7O-8~$0ShAtVJTq&s73t| zFR7spY~%LxmW-3ovlPAa+AN^HYwNX$ELmg}Q7IO?+%Try{m@`+AbRfkta&4>aG0lZhnFL(FHBv$9S}ML9 zF+ceCV;VYtCh0lICZL8=E7Ped6z}JJjfX*hWECgLYku@aCo3;L`lvtFKb;TR&=HD; zk8&^g^hKg%jOOW|`b3P8+2?P$KLL#hD10_M8K>fw95rnqBb_>=o_LOg8w(xk`!uhj z$y{Yq+Z_jNm%q7Lk9;0=-;`wNx7ndsfq1@vgD-lT`Zzv56O7Y(x{jS|qR{4LpkmiV z9P;;F6YM>hjE#01?9Z%8#m(9mOmr6gX*Y4#sR+1=qq0A)1+Tq^>y7_?-pdI>o0xr5 zT7rxE1Zrx{pvr(q{$p7^UX9nC+O>yT>cxU~kf+$kw2)>-Z_ zVI70#4EXyy2BLA|2*U?2N8v9chouHa z+`-$4_#)tLZLl60n`fq;?Nz1V#t~NH9%ee8mUNo`_=k?~=jHEz$YA126)|*qPD9D> zX?B*}6rAXB{pGElfFFiW(JmiMKqv9?ASt0Fyd9}K>n}n^!ts_n>-JDldeFgd%@_@z zt1*|qn`fXFGmi1bi-ncW0b4Ka%E1KffbGss3^cdjC%@c_BBj4F5FvWkRw~LL9gB@ui z-E8c0yj)T4%0cUggnJLXxLCBIc3ro59=;2g47wPQk4b03vSzLp;GbJI6xTo=cH5c$ z7bZ}EvR{vOjj3_5@0yyVjt2)f{4Vl4dwLN^|Gk$Yaj-95s35C}i_w3&+w%GHQAm7E z*s^m47&8(0$g+rs^;arUVM8I#T>nU2+#8Kv1&c>v*b_#2E{SNYBt=!4sN5Y(%cR7)^Oguw7w7xJ0yEeeG4!` zUMXQs0~dRZ9$foxj)Qjf-*z5-%R$Z5stUd%T(nIk#vAMA;Q%f0_v?N6c!s{uVCY{y z+Nb=OnYmMdpS7x`Ul#Ik-vFb#<#ImSwUxa8^Oud}Kd-f|19Gua)j*>tCI^E!Z{?@7 za!^`~mBDGvMTz$))YZ(!&3toN%5EGK+~(c>MVO2E2ltNb`^&}e%LOlq6Bp05*${$I$|~wd-`;mI&$&KN9UyV zt2wyZDZPvs!@(m409-($zs6%EVC=e-MCWXj{?+u5wk{W?La0*XPHYUh@;ru|mxZ$-<&lBb z={Q%hLbgda4M#VIHAJP5QKbK>h@A-;YdniiD*jBv-OGcUNj6lZoYT6W$xlORTHx8R zB05U{YZ;Q>#J~kJtGZXFO#GrvpX^*oL0OZW?>+nDP@%eNOXZ^&Owb>!3sH|k(U4#L z)WtqGK`P{l(PH02DIbq~oEneTzc(cQxtfCOswBgb6w`39?DNsU^Hh}cSUs?`DIU#d zHy&bYhM`7c*sH^qLFlTqcY4An09%$kS8j3&LghgZ{g%y#7_HuolnLEv+gAtJp;qAZt{t`>C_+m8p|aY4abGUA{^vq)MaXyZ_GSW# zs>_70+~kYCZ$tW1Rqa8cd#$19H*d&qY2%l34uFREz8e-M{%~LDyqu)FEBq3+Z)_l& zfbt0gxxH%)FyHrZ*_CQHbQf)VEZ!P`?BncL>2+qfo9(QlD(4UVV&4TF4~K$H=*hMn zCn6w3+CoxQEfj9s1P`6u8~_{DtUi?UIe^w((>do^B~W-^SZlt@4u@@DONIaTMVn_a z0hvFq;Knr%ezm^83<7I?zDVqefPLm)g}506NOvfo9c4zsDw}(?(`&B7P8>heJ>d^Y z@+(C|8J9uKf6us1tT7CyJ2iCHokYVW3Uo?@BTDY_73II~2wy|Zj)|8=fls)lpQ#=Z zgf$KwnQ_dV5PBIUdppn;J4SwRH>lA%6+Hy2OLj_^(kWo!7J0jQ}my@f(ZqTwIzvh zTr$kxjil12k|6xH=gz-*ad2-Whm&0t4~1Wwb5?z%!tG2hr;C*VKex1MBn)LhRg;6k zuFMSJ?RwHauS$bxk$;*g$rOnCmNfVKOe(0XW5r%%CP30EhXef?3GfY0$dyQ^gX{_4 zRu+!|)9P;iHzpV$w1(m&D8+zXMjFI_RW$G)qh983rN9Y+y2d>(QbANCxBke+M9>?) zwR^B927E1VpR@Q!f)5&9^qzDokZLj?UF^(&j(ZW2A0!x{B^s*ax}E{*-m*00030{|r}mI2CRb7RpG=C@UHHr6nOs>L?9VRtU+?-h1youRFMxYg{8E zWHpUrHne0V$%sm2CPJm3zs~b~-*e7+&-b zG*Eh*($#Y*16a(*{4X%bKyddtJg}Mu!M|DicCK4ig;=IQDH_Nc-FjnFLI)RRl?AgI zI`C(fbyIBU@bT-w*rIACbX#@BcP6ES&GPr4B?%HRYu>rFc|$62+Nsv=wM_tX#l(F% zX(XtK?HA3hrh>?f3TSfDpms{deh-Zb$639(Thh{jJb6{5`XmY7ioDY}-Ioe&MP9G2 zo=JecCj)vYl2O2)bBwiKGz1(*KUM0R$HJG{!FJYDL=g8**S&k446k-4crKfeL9ES_ zbFUT&NbyNcb`Avazb0v9L`ww24~A`8*P~$%6N^&xkuXqpI(M*N*cTd|qOZ}qay0Ogo1%qu2TXsqJ(Z1>B6 ze24JKxU&@a{ByfNxgH4=w{r^ed)@}2EVONTjZ9rK>yJJl_PC5c(gh_ zs599&L4> zeMN9~X7L}-x;4G6A5YgRgvkU!jl^&H;JFR0EnYF;=ca=uDYbcEOxpNwqkJxOD%Fz} zYw}<@e2c2gqkpJdcQv~XRem*R#ML-;UCYxGa1g#s@Rkyel0(C&tM(I;N7`e19 zD?DQWi%Q1h0Q+fBlb-vxU#`s)dE`pMYc+vW-LJ(mY zx=pqyfYBpuzYexAps%N~Pqir*)_M#s6{gVPkU@6yCHYK{dT_q_`J-I$TVxzN0{IXp z^JDnGOZlM05JgYJd`K^-(JH*mfP1pCYa=VUFkQd#`-^Tmtj+WFU#g_RIK;F%yp!2DVk zq}~2#BQi~e-^Ec4O}{BX-8)HT9wdRs_;SpIY#Ovjc$_ZaBEk5g)zfKj8n}6E`*F{i z4k22Pi|Zq@Av@)8#awtcTos!ix6I0dYXNU^mfUH;{Y{9hv_22j!s+|v_pSGP^MQDl zRwB5Om9#T9l0c*;ew6Jq6(X~@-@df|?hJWr!Y{AmN$-0jB9oE{FA7z8**&O0SXL|i zEszdUpEMQaR7voWB?~S865xcYbk&cgBxq;KS2{=}!eAjdqKYFJmZBmAwD$ z@;DjF;{SL|&Jck-!?Ep{7XfrC*&E9i5@G5dLoet@G;kMk_9`<+fS`Pc$;p}sND@qB zHhGu?4Lm276k-Wb7k}84jfVit$q{uqDygvbjw{LbWFqi3r>-SRMT6$0;GcYwVbJ1M zMjtun1FZI~t=R!~kihcAyd=XH2K}bIL$*i3PtS;}&D1F97QC|dHa{9H8g+I(=8Xbk z;@$pYpD-|yiY(5p_Jb~?!x<@|ZlGEFA*iU_9E2x3iw~7r!Xaa|YAug&*c*1vP?#12 zac;aP7sca1p|$O(=$<$z9Co6aL`6eIOhfFVSvWWbS0Bv@4}dQBPYK3n-JrW)tjWUM z0gUfx8KgTzLicK%c#>2CxP`4%m}bVo&N1e#qLf&$?mLsF?jH%)ga;1{(S0FPDYz{5 zpB*%tmbhGbBMd4mr>>=r2w_S4!i1l=KZr=JJ>+;90nCH^_qXE7csU{@^Qd`$5f!H$2$P%w2iI9?X+?!Zs)#hi31kO{|Bl(2iB*qD-zk zN=H4c8O-rV@<%Dh+l9U;BcytcL(mEw{-|X?`x*$Ej|c^`p8|pDjHGVo$3XZ(?wc4X z@c=1hq06%~=3q|pJdtdE9;1AIdO!EHMKas%!EFz{QTh9aMB^GCoO31%CeP}?Pp8BG zF*UjYlcMKy?l?y<-RpU3Q~6D(T1}p*;k^iT>~6YSHd~^XAyMl{pBFxORw3|_5`wSl zDR*=vqVd9^0-K%cKDaFUm^;%+8<~`RoRs>skf}8%M)->+4ipx?O;5MN?HAv^o_XMf z16KA~W%N+gJW|(xurUg)eewSMWY15G5UL5rnZUdEOJ7Ffi=&za#8Yu-r*Hma zes3~{6$UjkwZ-DxU0IJ0FTBx-AkWKFXpdooHTz3TtWavHVEEP-tk3WC`mLW|e)@|dV2LV368*zvZB)sY zyO~pb6vLKYWYnmgLFIco_wAzX@KD;0Xm(9+?B+AkY0(Nsmxxq5E{RCI+*a+c>BB%1-yw}& z12j~y(;aAW!^|5$L(S`hQ0P6sRPVbmbQ631j$>9AwVi}cX{RRXPSeAnpv1`)0}0z7BA|cW9HBf(JN`SamOmctA`o(e(U>n?QJ+eq{0D1#r_R z7n9E$A(M;VruhaJl-Ki4v$+v~qvg9l78!>ile@p;PT6Ca$NuTgjd?eCQWVepi^&5T z-wTJiiF?2w_2jNUb>i@20c~Hk;q^Kk8lunaKVNCnpE6))it2qmWbc@!!*iu$QT#VdiEWEB9cur1tr$|Xwool zWXvfHO{yZ)K01e^vcnmTuAXQ#+)6JymywK{_Hi6mYEMI(jGsfJ*U0$Tu-9{xIRm-G z84STS8VU;BiAizE!v37o2fY|%?7e84q>HJjw55A9-F+VQu|Gf{l- zn>o|5>N1RWuk-in z?YRpMcL`Xz;nt;NPvSAab@=l5^H?--lPqBqi$S%j1Ch&5V(_!jw=?CMaVWC6a8I;S zBHF1W{nVr-qr^O+!{`_R^X0qDmW&foYT=Q$c5Eo_Js`W6h0`08`ksc`dV69}P3w)M zPItW5=@${O(+4xz3ucb!2jimigs7cr1l9{#{GBw6#t*C)x7z-SK;a(}mn>u)u=)4s zIhy=IFn8utem8Uu`~tFcyHs>w;J-Q56VK0})1K~_{+AXQn(?j1z0Vzeq_0{O?+U;U zM&jOcR$)l5o6liQHpY~ojqd_dJz$LU@7@rLV7PGYu4_Y5I54_%N?qTFfu3-%!Rvrv z_>XeV=J+))pnlpsv{}Xx)D+J~>^3xnW{2_PyFF#m+`OW^#mE(gt|h8Syo`YpxQ!=0 zBngrvs!kd(QlVEf$19#G1?mn;M2M*-Kw_!Hod~BWFty!CNtX?RS*;6!gmw=YwR^Q| zRmcbyzm{FJ|LqG(PtsYg7si3>+nU<5H$eHVWI)i5PrI2rGr*+&QEHBK zI>a8@vi~m+8LEWH84?;qQ1d&HY#C30^p2+6)5%Ft&~&{~nMQ&kt$o=$`e{(G(wBa} zeq9%zZ`Jotq(h!pe$Mf_EMU{HgP)~T_^7eAtXV_>mE7fav+qQ35ee;YK1P5CBelZG z1r%sWB#d3J&VtOr2Ik`5S#WtMbE1fa4klo9X;eHDT3X+#zMM*jLqFNa-Hwx>PUmd? zGtpF#_W~bwr#O%`TY3{$83zKNIh=lPAcJ9qf0FCB;tAOX}FsvFg z%d?LR0{!I-#s3HpAXPpT{v{qfL*l!dqauN8R!h+1S^x;2F~L>Gq_ME1GW^lyd6tQ2jZ7PHTO6&OfF65ZRA_$*Xq_}Ju?9+ zDa%%SN|T^lgKb9xUp#1<`<(kyN`al~GzpN*0&B(ZvANsnP;ntg!K;K04IH!O-_7VS zQMGd5VNNDY8E13S{i&er!W!BBeFcO}3LX{yU=dn6dUDXcyn4}j@UZz6M*!k}4--APhA8RW9W zFJG-ogT;?Vzt1+Mf#^PtDu>f)u(Nik{YiB)m@awk7hH}5;U@uS(v>1%c%_)TnIiyH z#vEIEm26?|nV5ip&J`Gb=JQc0FA&0RRLy6~#K7YEAKo%K2BZt78}FJ$1BNPbkM9VF z{_A!#_dUJfXaN<@8Ndv7Vk#bM!`C(rFHuVvh`6fXwBynGp6&^qs@^#fg~RMp3VQ;B@!rlY&u==1 zU@w!&pg==7UOtN#do^P5Xyt|g?(Rf%yJ|T7Ul{>^9*OA}nV4Xe`isKY8hCIM#LP?tJwu3>E5bSsM0)qvyrBA}Q-=T*;6qa{3XEHWKP2 zj@4w`>MXhQb#NM%3?v(O1QSuxy55R&F&bU6+!Y)u1MzN7g8qf_0Bk42G%g(J^dlu8s`lqQ@r8NZ)NIft%XiveIcO>(yozeK@ zHQiU#DGEhnq6lgaqwtL1So0<3I5g9#+|_U<1?4_RjvRYP#1o{lwok7pXmC__r>q4H z>!puWUs=gQ?M9boffNePiC%H&$xKE2f@vQ0uoRq{ThuAEPR2};-hv!U09$o=K4Xw$kb$y!S_ zS@q4vpB36^HT&~WrQy^_uX!G-@-$uN`cA{`zoJqUM$&P$WtfG@IRopaVucq(sW@J_ z@Q7`ihA)kdcphNO##Z$qR_aPFe$O@=VZO;g?v+HAXCLy>RCwB_r$nM{Z-ADn!zX-rxNkMacfhUc0!v2&o$_#*DIW;o7I$32!xvk-2WH zY1j1~+FPCok9^^hc9<>USv z4}vZx6ySxMqHn~+3$fv$!o8mLyhlsMgSeg)Vlc~DS&U<#X^T@b|My(vI^gP`ADWB& zL4qfawdA5=At6AgIuHMAe0cA`5(DQNw*CFOmXEodSxWtz3h`IMTbk8;AyUZWU122* z8s zM#Ak=_MPneC|DPwDQxyT9Sce1kg@_Q=06ZpRh^UkUqz&lwnq*_ndxM1F zBUBWhDL0(Cl7>z#S44&!lW}fF@a@W40v;INBffkw0c&Q0B)Alkk@0IHx3PqPq#>2G z9^*6=eEcH($`lcUWXqlej*~H^rbtRifQ-D;C(_Ff$Kzx{^vuKZP&7^SD%5-#h)vI* z(lmwwP`G$H(d=6&{@T%#SF#+1+Ps(UX8erD%1fp-PG3_{La?0gQ+XQ7!7L*D0Y!|ptu*hP&zfAdfva^JjgZ*+GA zs&bL(fqBum_A0nuIX507Ir$lWnaLQR`&xy4eJ&V&-sjbGED|U6I(_mpo$%vrQ+9Q- zHCD0g^7#8f8>P6yUv4Nc$H~8u9kM=d*ktgCM}!i95zYhNH9BD^%3m^e@me$rI-8A| z+=xYw8!3B|n_(cp|g!uof~o;>va<0F^h%YdS2~AdY`SWBs5$Xp4J^ zGJK9guXp<)Ry8ABt64Q5+B)Kd=j~o!HV?dC(f7sP*c;szQpe8F+;Lz*HJ_Vi3jE_L z-z}ec!X#Vj?r)90P~m=Xi)ocVtj(Ed(Y?H(M*qc(&`CE~VV+^Kd2R-*V9PqFa{**_ z)F)r1=wRONZ*8mlcu~gVghv;6!c6w*ZQ+T5u)pK``|9jqs7za?FQf(mb%;;tsgW-v zDGE9+3%G!zt)!x8jRnXXd*;sRod@>)GI#V&86(r_t*HY;;;>=EW1WYx-ayDTaD5pP z4D8tgV(%}9!KG`POzhOdpl`lF(%vixYVJL&rEKzo?VaI+Uvj(+QShzj3)|SU7|>mf@7KT>7`HdPHpdqQ4X+lL zlU&1LJGb%CFFpYv7E|mjd(aDRk)_;+o;t$(_h_Bspil^Je8V=akO2KhS_^&plHk>5 z18KY26d)5@#&g~$gOrexLNGlZ3hi!7d09q-ZpGD=l0)GzaGWs*3;ys)>AZlCY$P1L z>De3?Ngwf8pn-`NHCU!jF+7=3YcqJpUz?uQcOcyoTs;JP}{f|@GhYB5@|4>Xg z9qjK;NwnsW;PHX>uS%L}uq<)Zf5bWkDlK0!MJ2^U$g|Q-#CS3^@rZ7@)t?1>M9hB` z5OSbyx}#g8G8dj4*0|p#mxIPXrP5fa`E*I|o(Tzr9`|IkwooDecz~)RgUEAC?M# zjjd{Su8?3NsiSEwf&?Z(D}mFyNYMLj^k{z!0XU<-KjQaEfP9MZm{)uxu=|u^_~Sr` zqso?VcX9>g8B?)74@)4F7PWG*MnH4o=AUKhaqv)?DKxw+7VcE5JtTF-fN^y4#XTJn zAp4T%-^<_LFmy($5^HaOHN!1Rrdu161fRv|DtchN^XbmMEgpDo@!goNu^Bv?==2d# z^Z}h%ZQkV$A0VH6^jk#S8-%o1a>!Fw5FobU{c@l_jv4L#eka8p`HSy4lbeDuk7;#{ z$1fW9WOOKNug|}liY3YG;n&dca`|tbUzecE_Btg)(*T+uYh1oBs{ni2c^2lkSYp!N z?RFF+57aQ`k{!tn#LCZ^ZsW5Ncu?6=u{$9S#n>3^U-JC1#I|&p|B^iLOa0kvHDLrL zll$b}%2~kx-9+|FrarU>=LrjH8sgk(n{%^a9;mLWKG**|7?=1%Od7(YvAk?+;Y~sy ziiD?F0M!B~7m_(*8jaAY4=)ml^Zy1F>^~>z- z{RyaBHs@IWg@C5IGu%%`Nf?zC{owU(GIr31r`hY`@!T8buzE^37AYz8`0R?n8S(8? z{n?RN)@>g5<8T~~KdDwdS)YO;e!7y`rbKi+drgySOu?IyCB>mV8A!eM_zuy1Pw&iv?FjD31KQAIn=7gp$7pqit)0kYl3A?C(MZ z?!T&0P`^1IPgf5(TkT50UHs=OYPS&4Kh1LYAO2+Qo>6EIat*_~SGshS@A>1^+v<*b zRsJ}3slwNwJrrp>q~C1!h(UP{K52#dBrLD)ehlk)2>Ld0ViW88^!k7D2|^USe$t|S z@lX;5T--9cg*^&4EcUd81x8^<8tt3Wx<8NA$irr*L{zC=D!wvHKvtEjE&s&Gcv|nK z$HKM@RNp=j$k4BE`#hhB#zyAXO0RR6CmuWndT^NTESt4sfk`Rg{JJAs;geW0< zSwgb!TVo&lFk=kHm|?6%qAVr1P-M$nSz0L)C26r1-ud+Wo)6D`{^vgDIoEXxJ%s$& z`%B>W$gr*8uL%t$~zZO!kyp9p!p2y5X*gbv>6-qOEBuq*ypThCVrzq0js z>A#AB`|=lNk5&qVKbPvL6QPJAx`CY8}iGr>|QU-~c;6G{bBgWoOJcxb>GSY_n*nFbOKQjv5Y8f@`* zGn?s>L1!c4rP(A2xN{egodXHB&WzN=%8|hFff8)06+*{-UTIxMF4w>A?pB3l=o+8D z<&sPRzFRew=e8)Y)8N_52ht>{Y?YsopTUDxvB4`5Lp~+;KM#^3;Ev{IM4YLPFh}Wir`t zW|^2WZJrGl!?&8d-r#_Hrin*C2oHTtZ6AWw^C2YrmDIB;A`pM|lleq*;Y{M1RR2H< zJaxK{Ycx&-`GbY^SE@1K${O*d3=H{VGPL3e~j?#q?IVvWv_k>wceXL%BO3GTw@*%X~I5F+Pi2i4JOYM&jB3~a^O1R;P5}JC|&$%R`R_*yo&#WvIbd{?i zsy+vCwBzc`8gVG=-@}&y`ZyHBo;>5jl7$9>Uq@Uzo{pkPnOoBCDd@@do9BIt;!)B@ zXO~?=3UWx;!`1yY4}Ct-ems08AH}5NBz0Gah^co^=$0!H9hFsb=(tNjQ5+UQXXbO! zn$bCtf$?l~hV!S^A-go>vv|)-EifJF{b=P5ktQI$WOaiv4U7AF+MqYEJo{^Y@IG@!4} zvp~&7?wN*Z9uB!^pM|BF*ANb6a?zWwRAeF}!MryfcT&+imQWXuLy3q=9xHM=AB8>y zcU5K#$D?z*bk+S&;?TEaSw9!n^AK@JQ&)=>kF2~;PP231Q6zS(*FGc{ZA9)h(ACaD z8dxR;*<>v0_*W5ak`j*$Oa@gSl_a1Oy4rS}dASHxm%djr%ttTg8;0)T^AU^C`n3CE zKEhb&1?~8bN5ZNGo{FU6UhGjH!=Oxo`{9)0AVxha zfp^;BD1^J~PS?&Xw0e;^DajabS#E^G=3*{7cQn>@$dS>Xy6=yjY|_!(h0w6b@pxoe z|L^Q4yD$`h>s|~ zwD>?2U=}H>#DhuTgik(PM@)y)(SH3NyD=bH<+~jD$s0!O&5kXL`T*v!ppa~eAKWW? zf=Ox%g>eqv+fUBKLnbkg($|WGuXQE6TzIo#!=u*W{)s%;usv=i@HP+FOhZ_bty96v z$M24I2L{OeEME_ZCBT3{*{+1e1hD27#ib`;;ZXQr2}vOwgzx|R(@h)?cI%U=GKYw; zR4+C%yFdbAqIyf%{sM4M$K&D-;-KC7bi0I5CP-Ds#*+mzfxILwZBUT~>zo>QFmpI? z@LN3@g2BVMBDPf|Hy;KQ)Vn;SNKn?zQ##>S1Y!PvEEgE(xz)vqWz}Q35Jn1+3sldB zOc{ER$=xiN&$Xa+_vL_caBYj9 zf)w#m3$MR;n0>!WYjVnkqpCZ5Zi(l?(__g$CmHi`5{rLY>6s6~&h-IuD|r+U zD29ps2ln(CQXnxrpe5gp3ON7f?q97%u-|@mBXpbq8hVC4X9WoG@A(z2et5UKcVeg+sam3UYE(ke+E9h;CtwN7g!h zc!H5H)MC~4H6HGCcdRhqnE^?e9&y!-nI%YfSUL6uV_1pAnwPR+zf6qY~HpK zrd_0fsCev#{RkQK4_#H54J3k0j57V@6#|$Dv-1r(5+I}Sp3{tNJ_Ndse0 z7X9#Is9An|%{+kuMi1;m)Yqx-#vzy8;WQ0QN00RoGss|T%fBzDxd$NW_tsmWLCN)kKTgMK;FJC`*Ib1Ljor0A=m!mCbYzDzZkItz zc=6QYY&mq5T#89$tpGc<%Wk@ImC(HJ(6zKZRq&%E=Yu=84BmPK|IM>01wUH*{Ls4+ zkiO9@bh(8Ly5l}_vC<_#92!~l{X~Jm3|#vjM=EgT*-9l?)1Zs^udzzJ3{=LiV&IL{2)&|1fhb=|sYW9zRH;?$-Zn3UL7p*6hdLh4?Qw9(kI99WzMPJP zBplF-Y3U0txu9kpXQau3hc8lc?TFQ}tvd&I2&fjqzWhrZ>te+a{UDi| zZ_UUtCC2kUGYh&{A3Wu_mjv^Yl?Q*RCV=eh59=>O@vyMqGk24e1X=qF_BP?t!RQ6% z*26E^5Ym3SLu5J^#JP8Nm5~ULT>3J<-h>DSJDqFB;xnLqVRP>iM+_`X=|>DOmq@D%aMz3a3I?Tm3@sd^)W8 zu(Pr(#e(F^ABXQ18lbf#gEX1_R}dy%{Cb0s9}+p=CS$khj`TNJ^O^Q*Bh0hZzv-GD zV63S0FW4s-mV{3gi=4*5CxbfX*GqBwWL{<9$RG0r_Ee@-W6FUrU=D8 zaz{(>sP7q@BU-{#F59G7g5)Euec87>fa%Nd>yh4I;LuaObGb1ZR5Hq0F`5{dY5}zy zoTq>u_pm3lDF#_zr?-z_)G{*c(f2hdj8lg5@AxFy`oC`BK;(c zS(TDCqMC%9bi$km$uA)UDOO*=Y#-_G{!bAS{G4pPUSN<{8S!acQYy0Vx_k357K?tJ zyneVaI}H_;9&RSEr=SJB7dSm^0^*Pn+Mo758qKMzKDK)lgqU0{-pjbUp#>+J>reXt z6eE@^F8=l$(QQVL^L6a*RI=& zKn)^~FEopKB8;94$KrP_(7(AW3UNgt3%g?x5%-gj@XVW29P?6tZa1pf1&E(C__(8)rC;ndY1$0$B=ITap0-BPK zIdcS3kqx(My984@YK{xvts;j-|N8hX1NI~#rX{X~R~m81T`An&j4Ko=ANX@}sLT;b zx_T-`_+5g*A%61l=TWHDHhV?qdpe4tN!BW+!ZI5gK(o2_7$gSZZdiccTQ zK)8Y3ramJnNGYoY*XbUQW`=GgSn)?7QiP)5%WgL${xadzN!Bw>B`1O4|Kx*(>Vtm~Tx`BCN< zr--%xuELD$3DyhZAz&%ZwZ?ll7Ji;|RjQUwf`8{J7PV7Y7>j-P;M=Jb81WaAs!6yG zm@um~F&0J8cXL!93Rgo+$?@Li>D*{aOfSu(>na@iuV6EhD-4jC&+Lt7@em?qb76Qo z1zt^_^lr?`2FW(>7B`n{NO`c^-@POrxK61F^XZ3!+0C6zyaJK%tihkf^h*@D8gFy1 z7BPG!1#_;h9}8@{SNkq}%>wfWBQ@uq=7IvR@F+in*Yqdiir-oBu(DVzzY&K8>MN<9 zR=EVYt#>g(T|5E2XAb`ukxznlA^PLXBUsp565`92k^>XFd^is{;KA9_hxlqPAC^wC zHa2M$!sn8%m~Gu6@P1@kb1OFwI>hjbzq`{RRxav|cRdy+@cNMwN3ig8K|=CpUpmMd zjs)+E%7H;q_?mB>2baZvy~0-#VCGWW;FLxIEJv<+5 zdA+MVuQnDMiUJiit5P7n!(UL|APwGivw4<<<-oJ{&og4?cnF*{9#zaHLXwmQ^CiO~ zP&y{;HhiTB3XgUdiS8qSZu!QRD>)Z3J#9=U7jl7nU#`Bu!#r3X%-Vc!kq=K#m}(VL zNT9foiT_nu42#OVzxA(EKs#G#a`iqHNG8Q?AtF?;KTu^jzEB8efp%=SFBbsE375Rd z_5v{8pymZ&N#OH{CqQ_k2=<6XTK1b$AnQP+Tw?_lyq0)~vnLszz-z36+R6cM&CFFR zQUTCGzngua93-3@KO5hmf=KD@x@kp*A7wZ66i$@F$hD;(7d@z;^_ch6-RJdh zjVXsrDZ69SpXp#$SHxYXS_!SRdZk8s6~u`j)nR{81s&S~o7NL_@MG;H%cqrth?b^U z{y;gbCd*=eD$~J&HOxmei{S^^&U3VHl|T{=w&1~5gRgqUWcz##Y`@^)3OjcTtZ@o< z_cUstYm0DXon8qtdrbo~mny(EW&3u}vgLqE-!Dl3fEeXDcAV=qa5woDORaX+>&1<#2+{ zzEiQU9OiNp`W-*eA^)Y}U4yX-_}a*!cu&hT0pXozFlwhYUm zVOc`NV51zwxA>k2CyvXlX__oLSVF-F}d*VtJj%OJGv!(Ph|B|zy6Ke=38 z1hTshb7@X8{Kl6x&4A%4Z|j)1nG=fOSJxO*B1Z{`%x<`}ty6%_a-UnqZz^Oi-PSIf zD+MWHyl3#o0`U0Bv=#mv4_0e~`*8tyaC>}yxIdWTK>>fGEqU_6p-cMDiIoBvuDl;? zCQt;m`wR~R1&~2P>(-ee{!%as35o2|qwSYUEeIQAX~nPZ$KBg}aCIEHnfQ_qKY!Lo0OCkmi)@9Frc7bF;G zHqd`0NdN+WsKZE23aqU52>a<`fI8**X5nch%*-sw@QFr%r2;p}yDk1%UGJIf`#UG+dw>oNRuc2nljFmR34g@bey77gEZCIohPW*MSsh z(6Pnhbv*&2$Pzg?XNs5>{-s47bU~fFT)%F=bw-$t?rKd9eS~BCR{g8R9kkw=Q>d1~ zkacOT@kDgpZYY(zatZZ+h1|G-ls>qwD z{fE2TFJc_hEqEon^g0wVF?Tv>u3bi*=M(l;)?bEu0%^`y41$5g;U8+sje!Ko0YVZj zf#I8H#hVkZ0(Ro%?W0znXi7LGH$KJ_xyG6gOmbdDoel#bI-CZm!T-;x^Xl&4)!)1O zaGbs_0I}!)D4SsnK(Ik*a?SqURsnD<(M0rQ`hq-Ql)~zrf#3Uo>d%`{h8Cm~M zGW;BcGGB#89=jKg`kWt{M8pT6k--n>B3wrLrq$0oA`ny`E%rFP>H%{^YMhG$Bk%J< zmr#l?{L#B%-`*R96ftx13Wt(V(%abqZT(cl*H3!E#)C!rRVBAp%#%@!y6lS^hVe+U zIzapFWF+#k`R~a6|Hd z-xMb>8?G_YbP7Pe`hD}glEG*#tGoC>bTE=EJ2(BW&>JyP8V~ob9EQH#-#jmQ`#@jF zEAxq0(ZGi>xV5gF46L@tMgGKN!P0NSk?(aVP%m}9$lG-RFd~15CW}tsI`wuz(Z&TZ zLLG*k96>Pm8}jUU;(&hD)FyB}8H`%!Jv|1Q;5vGFwbw8gI0(-CT>W`KxE<%U_z4RV zw=zW29>s%<$+$o4NQ8b)V&yaUB70*gpE z_+}{c>-JeZm{X24o8Ha`iD&aAM%*M2zt((;bEyb0*x6Evj1u^~er$Aeu>eGxsZHh5 z1Q4^if?Z(T_utzy$M9GZfKT-p`zdK6ggh1gwA@L8j-B%(4`j(8^EqTlwu1s)q?}5p z0V)K`wX*%_r9wbm_}zmiih;caG>)^8fN-g@%zdi>R{b^7*R@Ho^Ts?+!1*Fz)zPf^ zd8CBV_ctNTQdDr&AmaX{)8O`jf_+g9Wnlm8Q6^=y9D0UjE}H5xIK;AR(_FIzUh5?> ztu2zFKV^L7SS1-|6O8IqewKipgmSW{Cl!>36Xoyb&|t~%K+XA$GLX~?vix+A4qPcb z4Ls=;Fuxfwpj<(R1pT*_FR#U1R#uh{E^k}?0qmsgT_TWPSdMpP<9R1 zwS!S7>_^eF`$vf2808j$Rmg|_kfFyTHwciReZ@6DD<9m6BHm{VNie)8P)w-42$YMu z<>#N1AyIC*Pl>TU%3X0&EBA}QARDn4?1cKsP1i0#`poE^Vcd3_wr_h%E$F*{J(bBxC#8(c3 zw@yV+kC#Fg*F;0p7#V7w@SnBoC4(yIaKg#f5@;RWup`=1At6?6TT`$M;?M5vOKU0z zb6?XD<&p}};XZj}`(hQ;W=86|_*a0_4zh8TT^Se~Y5&MbrolgEy{=$;8rV*IaBeR% z`g&Htss2?t$e(j*%P6RTD2zs}AF2YTj2ZL7uhsB*OMW!`axJ81UkMuwt%78ulDql6 zbQoW92Ln?&^ncWN9=1>p6YtNQdvKi&MlqM|?64IeV;L_~kX#9w(?(4@6RV)nU-Ntx zrW#JaGRhv`sDS1Xk5#+pWxzKL*Q+(kfP-!E@%X+nP_O-Rssxn*vsK-gmTNhzRMZEp zKcd4G^UA&o(Ml)_xU_C1Tm{%L*Zsb?%VA!J_Pb!23Kkn@P4c6t5XNH2x08tqvR=mz z>7`PEZ`oKO?l}z%ZPoC~>t%2zx|K$$DhE+jhtQ9&>A+nXHvH9vv2X1$Vw+pV(BW|1 zrF%~?kgUJWskauw(~-tvMYSRr`mJDeewYkLb|~GMI9UpB(?6zkBvWCKYE;QXp~0KM z@rcjurBHs#^jeEA2_8b2ql9)o{HphneJx6W!HjbD9R>ubYthVdj3B~PQ=;JF6bYKm zZYdvGE`leHcpln`5=heAHKp*k2>L$Xe-dwkhwb;a9piC0px=5Q)%qhF2>z?KLNBx7 zzzHS1hkP#V3tq7rq2ghv{nm?|$N4~)p^VV?lHgvSD({QlT#$+9OrEYyftU*t$@j?& zzR#-tcau92$XD`#*^QbLk)=9kB4DHwUDB&a}q~-Qc9Q(B=>B&um5B z%Z0*}^}$EJoB(D(nZGxI(5fBu(lZfeG}DJ;XHvnJpOaUvHVs^V_n;#G5YQJ`v$Iq; zK}@f2+D--9qmkj&3ktlhh^cMx!j8H#NMD5WKienvz!zNRFpzc~?$LAgFKI-AjPEEP z?`Q~+rarW*M7tp^!oIXCHeslGm!YeHWf*Eup?qC97l!(x{EHqCJP=cM@ClO)8Cbe= zC$2Qw4O(q7xD1uTz>DK^=6_{wpl1KMTqi0J32j=A?Y zYyMVoTwWwH&M@NBNcBhZa&4!NsWEa^x4mDK!X{v90qmJN1)1uk7=XTxLl3dM`#G;pe&S+Qi442aW)O|&x|bVsb_%4!P2&^OS9p~k@ZaOMFwbB=xebZsgTt4 zV^Dk(3AoCe9?t8efrI4I%yZ@hxUYKb)xj%C(5(LJ>iKXAMC)xg3XY^h+1=9Lnv_H^vKo~)0rTZs*%~Png$FCzwxL60ixSg<*mo!;Cac%TIKH~ zkgXTl>rl#oV}u)DwtZ!QmCeCoK0-D)KNh~oG-5zo)K`-WsZ_Y1f0AM*L58m_g#P_! zGNAS6+2BJVDUcAR(H!-O3QU8RV4Jr&P{B5#yL`_DcI??ZTD5tQ`Kb3#U`QS$T{FCR zZ%qztDmu4v18?81$INxQr)faQa38%;M}~lv&7r?nGhy#skh&!w3oeCbUdZ^!f>k%n zHyDMnVd7NA{el2CDA+_fw5hWoM1G+dXA5A!>ts0}GY?D*{L)ABbAY?~`-;iaOjuEL zW_A523ye$f#0$$3*lhA*_*+2+R|J_)yGUx9`Ec!x9nEA*4hZYq(HgX3!NTE$s&wsQu%yq(g^3o!r`TvqQ}JRb zT>6KRqQn7Z)+qxcFBUvK87?r`SO9A+`^4AlGivw?(e9{Amul(Fl} z2I1}}h34Tj@cl97xxzLN47XgPpe_qaZjax8ZCwNvty^~x^9tee#QC`G7xE!xw?$G* z9TQBgZp2^|4Wzv}UHFd#nW3_Ko<7Wk%665OOucNFxu@)NDL)rB=4^S_TbBc4|0tUjB<9(Qo!0ghg%b!1-_3%M!wl41HXD*Y_W9|L$=_5AOVZsP1l#?h?lfKylaK#!w}I#>(u&`dO(E{WhB=l9viM*XzD9_D=yb zkAIIk>G9CKVTLAnB^=y_2Sif(FTwD~CBw6xCQ!HePhBkA3iTdHTG@=LfvD`ZEl*<; zVCa5S+`0KQIHdB#{E0#aL<^0)lBZ;VBfIdGb3__AE4(T8-;@Y7Kg{kZ*u+A|^@?26 z#XtyDiqKX1&lhfKdGc+DOo4r0s!Up{NpSFCndN{32?`X@Nr8u^r{7RInM5!d8UDB@ zIS~dgO`Zu_9R+S&&OJh{J2Z|nt4Rxia6qB{WJyX2lqCLRy4Mncpp^2DEk%U#qxN;D zr_&&*MdrWm^@$KG{%=-YE)w|KS4q(2J%F!uMqbN(JJw}wbo@fI2G82Mk8)!PAX{MS zFz_P{>d*2$PHH4VT6Cnzz!o9|y7)Bp?oWcL;8_cei_sv|$$vT~&=+D$ti$7FO+jzr zQef}?i`beJP8F8Z0%AKe#^OpmP`(FOh&QA{o3N);?8h{)P0#9y6XD%|*I-rcmt=4b znpmKQ#zDu8laJ&5LSaJVL*b;0EAXXNtefuCLs=E)8_qXvF{R|4_TBLa5OcZp-vRSv zaIBspy`M~m_-@jj`RQaB+wsk9?RWx+j&4XASsD&%a-poa=Wf7KkJP^0V~&KD(DlSW z0Vw<8blK(CK}cG(ZLh0#hnf3Q!Phh*KEUn?b9#b$*wuDVB40blN8RS6m9t$Fx37t~#Vf$fgG=IV0G;7dPNOL#;?g+9ua?8aV++jk|CC4?~0r)O2+Zj`O z9OoOuPwxspyP>rp`U&#E&MptDopX4 z);7V`9eGaWZKrW_w1HpHTVI^-a&+?_h{g$y6l>|$WK3C0F#Yx^1OFO%yb{|(L9rKy zV`ESLCn1xtM%>Ci15d0M z_S&LIL1Ev0ly#TrIP9T(-lC0+aIoP&09W8FsjoMMk>^+7-S0;hbm2+393eVlV;Ii8#E_@Tf^K6RA^U7LCOu zJosuS^H3BOUz6^vm9k)9qkG*H%_#?6G>3(1w&&vX^QytkSIOwRGsYoWl87r*yLP{q zA|ido?{!;bi1?_3X1`B?gf8nH?9A^_uoiCB|=aIHs23Pzm&uIhIo1H(;n z9Db2VxY9BHsrG9MPF}owZpRZEdL8>7X3rZ>PD<*VjN$GM&tr zInTrARB2YA3+R0>oJhQX7*ncm?;Zco6=P>D%n!>2qjsF*pI5n#ps&5sP3nFeJnCM4 ziPRepb#FyB{@#!X7vG&9{o0=ZWZSE`%BidG@Vn>s<3TX%;7v< zIo%f>{w5eq>{K>o)uez!#OmE@yt<|>+n}YnJ_81>8-=(I5kYa$syF&`GKd_o9(l&= z7qM6Nc--6`1F{-19|W@lK)XlhqE<*CaK|M#-K-&k_H5dfuna16Fgs2?E~Y{8MA+8( zC^~c-jfZp=(t!A?TsG8_0^FrDDI{qUNQt$O6fM&s(3NxV#@9qRQn`HZ@Hq-}?+u$- zy^#q&hCS@y4--76aHWIJm*%=f8!S|(DU@@W5;x%XKh zd*S8wq0BTWGYsqdo|~tX2a0#OZwMm z*`VsX*f=H40sDL1TW?3RL9uT`e3@YpTnI4ktIyAana?UCC;n!GPsg}lf;$a5r|+(E zwx3J~x?NhYWe=N{Lr+cD8EGYUbq3e`g1l1*l{9H~xm>hp0DAC1>V}gRt z_7ijv)vAtX?InZM%&Hb)-*j*zx>7&~wxsaf-*Iyz_)6=}$JuuU);cPniK{@)p+pdPxD_f6pvL6`yG!@>Lge?`)cR4#~Bd5Ygb{3Bm;h02wfJO z%7!*JgT}AL1n;^L((>ckAec&g>eWYsIQB;2CE;X9$zFcrP7e_dhzgMDDjC2@Qqx%0 z%H#8He&@3Kd@%ENz8Srk59*)&X4k3}fP(t+L}ULv2;K8$EZu<#V%Jw&e&0)n7n%!Y zWxPDQPap7?VZ+M&14*?UHfZh_P3w8f0xU|NKSwKs^rjOr ze+2SD_*Ya``5q>u#WEgB?#hPN)d`U&Vp!mld|bT!F$W%oMgG#yD2AXr#S!M~mzawdGnNb4M;ctutQj0<1+F0Q7svrUZ-aNccs@=zfpn)?s0e&z2FJ(y@}PVEpr7jsCfJpv zuNf<$!hDnEm8F-ca8zSz_drlSbZJycZkOWuz5D_}qxVHXrwJ7&)f7U+q5&s~=XeVW|L@ful z1)lo7RF>y&a@+L!)U!c$Z`Km8rxbWNG%&?^PXwb&7{azm1h+d+6!MRSgGO@7_ZymF zu=gpk=-Ue-_|%VgT{Wh_oTuTgjx;hHE?LuH5ln&syPu6GYSTgQUDmHpml9x*^3L$U z{ZM##;RCr$$_Zj?w0feZk7NFlv3GCBB4L+UHzEB;D%fgnZhN4S0x6|lSK6;8LvP0n zB{??%e21RS?)w`8u^GplH`<*CS<9vd&I>Cf-rL+pyY7p_*7S~B&z+$B-TJR9Ya>DG z*-3F%{cvbpn*P$KKNwim?*x_3ID@Px5)|$vvn$x&@C5LYtS4862%#SJw%W>NhN#Bcb^YFcFVuDnnA-X!3PoVCmI6Kx?)sy{($!Oq3xOD__GV7K zI|BJMgGEZ42`F{%-1f6c>G)EE=6GU&gej@hjsjCuOB^Vb=Z*6m?$D(gReBWt{Bz(BXRj=Yh8ooYX zxXIQd3wsZQ@h2K4BG=`r#}Zv{jIH;NJG9&dhnJ?Q?9i}7y{{4j^_A|()EA9>X%dRf zs!g8zHxiKKqHAy4o`&Ji%ijf8l5oVucI+!pCk=mg+pd`vjq|OadbDpMj0cT2dU3m(oAe=S~tNyr6TwXPivIuiI}05M3BJ z#FgE1`+N=xof2QQke83Y*Z)>KU7L%4ofOLI>}aUaKhk&7gM#vu^O1t?6s$Hqb|CB^ z6@NTGsOTQR<0HHGj3Y9UHn@2A4(8$W+wX^0-7ZAwmp4a#yX2zEP8&B}2^t>!%j~!r zM#0{q2Iqj^WK6TKGVB(mpxkp|vpHoNR=nFpTSa3a&8@k%TZ@T%1Z`Uu0(0@!VlMMV zHXXao{as96@qC_G8bQS|1!WVclW89a`0(n(juy2<6!N<3cqTflwKK!t5m3|v zmX+K|KQ@E$ z=%^?uca(jXj@q}o>h){Wagp=mo?|TmwFTrd#i@yC8So?a`R^p0*gKjs?3sbvEJs|T zmr>C^@VSmv69a21S6a<_Y1MfJ!|+;ZeOTd>|!2H8f;l(M6T& z>PaTLY;-I8FvvTnAG}EHq2sHc9GyW10}a*kH>n@W!DWK{mt8^%aBHLJw2%P{(@Z-4 zyg$alrq$0zW!4p=llvMHWE3K)@8&0Aw>-?PBI?BI=Hrza&O4L%0(^H=@CH$dg?qU# ztF!iS@R+2+gTe2`IJjCE4_zz8t)ZP(jLb5OW=TgJyU)Q1&e-F_KUnCzI>_*x9vlCA zA@~z}+2~;YV61bRgZ=04RK>k1LF>2U@i$A$aPXnB?}}69$oJ{qZW;bc>?%;ZZ?y9= zIw#Lj@g#3vS9#BM!xHRwcozG?u>?iZTOGR$q#-a~z;PFyX zYgM!<#>vL6#h4>(^f?y(b8;ygA8?zu`F&vFSFX-~hU++Z_)T5bXlyaAAJkUf^0frL z`+ScKhn3;bVml<#O0ibFY~y?;8#(puBl`12s4OSd@GPJRm!Ih6uD@M`eb&pv|9oMg zckXdHeJ2j?H+xf|(^!m5e#gjRky3OK=@2zmEXBF=OTTyh$3i)e6KUMDd3dk!mR!W; zT-3h$r^NhFF0S93Vcha57bgX~)s+GYaGImLyTiK(M{cv^rFi+c;I;0@a5)=yED`dt z5X(cf@v=;qq~npHPs$p>G$gnOd2*t7??P%#&-HzD-1IR>=0SZn{;R$9-e+eniau)# z^i(K7`-qesk~)R>X+-Q-?f@NsI4515-9yId@}-^TVPtgm&aO(@OGaA_MqC+e0?WX;`?>dGf}VbaZQK|HtOl4}oe>4snS=^Y5~S zjShvImwgmB!`L^ZeTq$n$R|VG^x};a4%-)U`()1HL~W@0i?4xbw()NAGo3g*#tpb3 z{UaI8GD3Ha6=$NovI3ozO2&GR->;|MB%ny=CLbA|j?ybw6P$g)2kYKk(DmM#i!VnOXKj!s?~w3^^rQIt=ccl8=rGgwkv>60{tXzRIhO+$hceV z@@`85+a|$_QOyLX3}oz4bdQCuPYJ(FheAMV(dKSDhzdJ zC<>inz_seT=4DaYFiA;QsZ?Y_wZAmsz!N%@SFA8A(xt*+VywgYCK5RJ8P7|Mq(h_p zhu61uCW13Ck4_(?K&&9W+=aJpW=2|WLogGHo@;T-U2}kTsOO_ce>QyaYCe43j|P;g z9gNx_610^ziKUgKLfzi3ypNvoaHP|ens6fl7VWjF%!4T4N%%mejnhG}0Rv93>ELko z=#qRPI_NWO56YNQ;6ZhQ({Zy5IKHfc`(0qc7^qNhJ)ft^JA%5{_!(0IRa?a9YD zV6C5*xMdau+$a3WOfv_V7cTdUIvxbwsnq{|KOw?(O5njXMKYZIxo3rw9R&==hTrO1 z^5Vd4ZphtA0_iqwVfB(UIJW)i=qxJ{26irYd-X6H^t*CSjN8Y;ho(-gkW4 z;7W(Uug1hCbq2UBUpV{Tk>|VFqSCY`8hnf#P4nDAfh!%;As-F0z%aioTFtRnY&3I32{L_Z9b@C&SZc zdf$^<(tx2g`z3uF32OW$%=i9efXi zFL&qh;@DQDNRhRB4> zzNBbf-Z^&JN=vPhpaXfy+>PUZ$LbyI_S23SOVsO$+!0_)Gx9!Ji{f;W5aZqF(* z5Q8?3Pw8Ys#A~bD_wF*`*o$!mnX(*E>5s3RE@i?HUw*Cm4F+@stK=WpPJ?LWIa)(L z8Itm}Qg3mIU~zQYu9G@+sI*I&hz!nyOX(*y|J3Hgv&Vf`f~N{#N1Q<}gIWNVe}8>q zUdV-SZkAFqqYQBHT>tm>IU39@n-llQBf-yO2jmZ2VZu?-DrW8HA~3Z#=@=bhfu6g@ z>5yJFbOkre$(ylZ+3TUOeTpm?pK_E<<12vw0RRC1{}h*bIF#=f#w8*xvX@k(MHDKj zzT}k@Q7Dp1Mb@%pC;PrHGiEWvV2ph$Atbtml%-NxDw0IBSdyguH^0BmbSRYPT%4 zheg=S&CUJ}%q5=Ho2+m=Ur6*DWv-K)FC+$1j!HguDk9eRy_oh-;r_08Yf5q?pWvM~ zc8RgcBUsOm|L&o1h_l;1`=7{S6YQz^60M{>A~^n{@!-2cA}Bwg!s0_A;cFM~u=HCY zvEqBqf-!1X2ItsB>_d^eW6CU|?s{Bz@zQLfMP?n# zuQr#sG_oe5Yg;~X*){x(t86|Y*_kibnwCdIUvkawrE-WFi^;-Q1e<8>>5>=gWD!e} z4JIwFGKee74lTb}O(kB`UJ}=+ODC9jG~Cbc$sr~P0hW_8hpoa*Q;^v_3&o91ALR$XNB4-{tF;sQ1<&_GB7@Fj9tFXx+h7Nve zH=wbJpII*Fe6O;JKIvNGr8k?1zTV&U`d${HBlJ}*q%oane=93hu|ADx9{)b3K&B97 zFV}?KexFPz-~JmD=tLoGcV7H#`;|#VX3t)eQ%@&S8s~amE2I+-uUfWes56L_>hVNg zC6y@JvQqE*5Q(sDc57H)9#1%LUH8;=A)N49`S#f!mv~}$eD~6rdJ19pNYdtl5ses+ zDSa?)+ z*)_xy{_+MSiOwkE>Z0$zQcjQwv+y0!+Z7mumcJDAA20~7BK5ad9hgMAX99DTS{iZb z%zNkGtrVh3b#YSrN)qw-)~B?D`?18&LreI~4kr+)14k3jwo{4FCqfT4IMIpsue>i! z?x7PU84e;QN>svelkD;L2gro}&)J>lh2n^nr`OW;CqoHA|ENZ>pB_Z`(_=Pz(@{ji zP~JA`VKTAXBU$sj54Y~)6Mk@pOn4M(g{G<`6S~i$cYJV;A}su5MFTVa2`kAZuWlw> zCal)5TBeM3(DY!RVpxk2!P}j~nBEXhtiHDXSkK;Af^^H;PLGHs^!eX>|K$-)bc_$w z9(D;OyjnY72L*W$O&!}SY(JY2-Iv(1NwhO)cvJ53-*-3oB~>OKyXr)U{;5#(>klUe z>m2QMHNy$@&5<@2xOLOj-3b+|0*Mzn5mIZToCqEne@=kQ8ceX|T}0M9!femack{a5 z;3=5B?O$cZ-Fx*N*+Kq9-q^L92eUm1#=|~)nX9fu_t!@j=5?loTfObg+#8N?+clJS zlgA&S-=BB&J&8a?PXMp^%K(H%@cBgDA`p6~NdCLge*}-lVcQ>DH3;nzvzH#zdYDl? zozGh1gzlC{ud@>ZFlV>P!D3S+=9UPv&iTe;wSii_i8J@T^Xns`)@y;Mx~V-!b1l(i zT@~`B>@d+}=TSX0qYc&KyuoTy2dHMO{w#aZ2eOME?``@Jf}!%>j0~r6@NB-4_FcuHw7Ld8o88BKpLgsUdYKOq z>#gu#$qxsjsrJYk5yg|JULvUz%kY4{Uz|qnKq!th1aRUR-0!hB*QP#SN|^OY6-=pm z5*5_sHN486MChw(hJcbMK}yW#Uwp`h7~Vv+{%v>?o5CfhW=!3{wi3UhwI~pxBJ&52 zev8EFju-FdZ+T$Vi}!Ka5;lbX)1V{auiOdMyVVZXPToY5y};|%XYNFkuv1`&vn4?~ zHnvD4^E9f5479xc-OwYL-TJ^T6p2rskphE#VbZs~$^M)rAzQol^odAkqFeBO)Nr{o z5z2{(7jm~DwEd-aXjf=qfhJ!2NZ%7`?;5>FM8mL3_&fO+e;lkX?-z+tiGi%=d3!(J z%iv*A%%|_kfv3!2?%+u&@Qh^;o0CkTdf?Gv(+qczR%WLUc!WWl*X!nHlUNkJ*5ZG^ zIR)kdWwGmIQ(;;4^xMAc5wJ3`^pVJNg6fj|=p}hh2<=y#19I#FbU2 z2M>gz$x+MPgb@u}=g_A%rxG!tf9~m9J~E7`*`A*oNqA8v{UG-eEWTz6tci9<=sks(Rem9m*|W8B<%(!j&_i}9TuH*`+Oq}UgiPH9He1+x#8@t7zP6WYi^mcU}0f@>!$4;S-4UYAypYc2P4q>-C=(+ z+K#{U59ijrpJ%`Q{z$@H`m>pX1jT@ta(fjWCkJ~BmtKNJWJ5#Wb`R2nH^%NwUfBp4=pN!=vE-9~H zM}@Af}L@Mb!Ol)hN~TF8XdbxYyh>Dl<;;ePn9MH}R!IygN22TMCnrBApZ@SUo{B2}P>q#QE&+~ewTE&6yc3#qnKhe-l-%Je) zj)m7n8J%{cB+UFt)$8LS!~C{F@Es!xG{-!ySjf}irIQz`mYoDrZdKKD(+E7=;^BN* zIUIsPodqMv;QS$@fc>P-f+SMqx)Ptf~z(B}M4qSg{)zoeVr)H>A-( zA)(bh(DTTP7_2T#cz4e@4n?V!YpK*Y*p_*VICUh!jAOId-Zm8-SHl~>y3n!8JGgBdrL8Kwe3->!&-EMy4wvZMrH*z4p&g2Xj#9uza~GhCkGKV|j;+a)Mqaj(u7P5xtiNu`5M| z10U%q+s6}A%dK^4doAh&7+^bouYA*$j^HuILUmFmlqSrcC~}{d9lLtXN;3!jjtBf) z)L7uGSUgd|J(pSkS%1SeDoDS|4?T~iqDpY^$&LXkmRNoML2*n&WYvpu`TglIJH5QK z$}kh+hPp*N-eqDWPNPoY3=N9++@I&LNU-|(QC;Bz37eFvj-;2T!18g##rvboVWXFZ*mWVLyQxfgxCqXD8O^}oOUdtxZ7EP2Rq-)i7LQdQ-o)P`Q%^pT|D(rib$*J~0& z50zMIwMIdE{r!U<{UTt?u(O!)iGazJ>zBn_qtLxS;MMWYcnm-D+h}Y=2G89)O3rSW~*^u!2uzsVcN(y|=zI>=2Oafh??+&#q6~p9U|7%h- zh%#or%3e&vxI;mhs$V*a>n?|#d&$6jQun`>og`GZ&s}6?#lhmIruDzDSXk}Y z3r$tZ@1(B@@DLPt`mve}$$vH$%w635jWO7=kdy{>>rKH;|L9;Pl(e0*PC=yi3y)J3 zahMsmzUo;X2i>s+akmQz(Ec?(w7!#skE)e2BJNc51u7agK1@T2?>=qKq6|pE&4T|O z13jm_d^U`d(Isn|*1I7Y6PBL~tCEwz!_zBwPbUQzN=+{gd!?dp&$?Yo&uMrxpn7M^ zC&(!;DF2#v6|t zRb0PU4xHK0L&dSJ!nqvlcrX@s(W=$LQ0KHP>*%*&SZ%%@d+K{IVuLp+cdm{^Y`|b! zn0-8Cbsn@+%}6kpFMqNbi->F4x9G!J)=9^mPLIbcTF-_K?8Z^JPlOlmhyH zg`XvdXgI)AxLo=>10F)gz6&C0u)OC{j8i+*u!iCh^T*&RY1Q zsX5nr@jf3|z1)*V*7Sk?lls`hA4Bn3cyb-nHWsqS{_4w>B}3o#so*s}3OtC+qkEf4 z&=ksk7a|YC(kLbd z6SfB)Hd`g*VT(|U;*wOjs!WUPZ=j(l*f45p7Xu1yJlijDx#{!Vwtth=u^7Gl!}-RM zC@@NEW{H#t=zr~u_A-cquAQ&JUe9<$a*QvWKSx5(TAgg;@l;4p%iTyhLWdToRI-%K z<$#XeC*ya9RpSAHT2mMMQeTbf6~tmSIp8cqyWnb~4w4YRyux@{AqDF-D)_Fca{cvB;@9yy1}4nRZ;4f>| zsfIgOzIJ2PaNTIErbU$t)<$A9Xs0ykWGr}MjCi+aCE;&)ePiiXGNd2xJ`)*8;rd?b z+Sn*A_x37S-%g9e#0A2sBQOZsNg=I=yaHjhMQme^nm;s`3x52tJq$c;j5d-m>GT6ao#Q&Jrbc?B-o)axgOQ}SkE7I`f`kS`~5LjATg^E7mCQ3 z@}*llx%sEa_QImdWM~c_Jr}G)0jGaPCzwiy$?@R&kM0!AY6=hg81W!pt%qV9H-xpdKuH9 z(E4k}Q<@3(iSNtfi@BWsz4~pdHW{mG!-6Dw6Cqx?ile_s z2u}*AuD(Epv$wx$uV)$rdqT&AJJQj;Bl%Io9?)mNe-^Xho%KRh4;)>wP>)KSjSbAPADKibO%%Bas%hU1Pzo{>!HWSgO^G}#* zu%Xq()8|fMV!cI`)uX{w_!Y-TH8ha%{-w%IsU2jnINLsbGfsv0BiAH;Za-TjeT=O_ z7?=zDx9rH`4BRgmv-{b_<Rj zkeh&t`QXE`Ny(65eg5ms%`uE`QQzIlspy)FPiCs6;g)!R!0_R8oLzA`AgneO-J6_q zNTTsr-4Y;Kzc&HSo_>PndlJx1ZCxJ5OopF{jq02x1zG2K?zFt5!(~;LxY8ExIk#VU z?BkRP205f`-z_>^+rk^imXI-9VMGWXB%{Hnm-7A|*RRY3{|sAGuyT*9`&-R4(9^0m zsdM=}k2N`4(vpds#Nx8LTsHhG-JJIhXXE9_*lF8!40w&*-k)SZL(t#%rrA$vD0gwO zb~sH(w)Lx1S0$O4GPXAn%x7`Aq;~h@cs3l56x@05#?2MpwGR}9bD?^H*F9)S4k(vr zH~IKwKznx6+c%QwsMy46&WvMn`DJm3#>I4a6Z>4MX#da6Z)L37vry)FdHP2)8}~dc zcZ|HuLFZ#{NiES_Sk;f-yg0#zorG@Cq08yWS=+0q<$m@axFW6-+Fs z9uWCt%H<%t4$b)!OfWWVJNAgkz}a+;n|4ALbf5j#c5PV>!rXlxtc&A7N2=Z`pDzza z`(r=-wdY{b7DH(vrA%aRXmfZppAHL=1G~q#eZD<9{Kak|9XdJ9bvnwK7&7lXl{}e^ z!6%&S%G@00m0>2ly@CUE9;w;=YjUA@am=J9Boi}^J(US-m{6H)AKoCxgy@vJ_xB72 z!ux+LIddYN%lnFa3se>~!m8#{US>fsx9s~~5*vnDe0=7qIoNBwc`jj!iH*gXTeJeG zXx{O9_(3ao4{|GY|D53JzxPdGKs*(aT0(Q919X@TI0PxVFd-lvHT&fNH!r2x(O*4d zVdV0NrvR6K6^@S!2%k;C&)NTu^%Eqla$9+aqfNpV9OoDMMut^svgGY?8hQ*$;s?0% zJv$*kAo-ew!E?oZ23j<< z&Av(6BhQ2z-CkSDlZD`|)U3d}*~ps}m@d7T14$jbU`8qRn~K!;`)joSq@ls6f!1o8f!VM6d&bXa!A{ZOgl`WUq8H2-#(X&N zA2VWIdCv6<;^cQrGdie(=jTkOsqh-=>!m!Upt<9i!+hw5HHQM7fHy<8)+v1z+&Bil6n?D7QSa=~x>yhK7VQ5fB^5eBs)R2qwzI@>N zs^1NRq<~b|Us4!*(8xX4U%Z)>(hTU@)+>e7aPy&4asOLxjta9MovZa=BYyQ*(I!0x zvWDK;8YNNjR(R{2!*41$-`vCpKhyAhi};pEt`6$v`2%y`v$!0v{@ubE?jB5xo{Q4p zfK=_M+WI{gqr0{97X4*owb{x!V}gZKIs@JM)fpI4{qaoVR|eGc1Dbj*G7*1D%{R!M zjgS0RUd(G8^eDZ&ov)dPAA%vP4CM>3h9Rb(KUjcBi&S&=O%BrApK6$Lb-7n>Na?qJ z4zdzvvmIh{(3k%2pGF!7@0j<`xq0N_#L)GxpA`yFHNH)JfLRDO8`ZawXVD6*D?cEr5N$ZN%~KdDs&&a{Gx-J_3Fuy9V6M#|U2=Bdosw>a#9c zWno3oQ1UePa4JF9T)^9-tI80&rC~O9X&F|(I?}b@wg?SH-#P(Wb5?WTUO_Fx%)Zit<)5x5S~VD^rar8jUyLpP-6WhspN z7*ED^i$U7>vx&`HjI()O79!b2kl*^|W8dLo^od&7rI1UoOo<{GUtfwz_Jv@&d^waf zj3y2kTt|7psKW{J4eU>;{+YeJ9J=pE4OUAO!`V0}GOVl+J6h?TzDkAo%VRyYMLA1%Vz z<)3zW)Iu)jf9|g&7vjNa`OL=ag$Ox!{b65y(&fXVYAQyHW)vJ7P*vU-f&UY^n?e`q`~fUe_TPyhiFy?F~#1jhOTV zR^ab&%mUB4n-HH+3_S9u0uM}`^P0bw!|>?U+dHTLgjcC+vR;=pd6!atw#@6Tu09~v2@4FH(=4u@2s`B0 zCGFfIXqTlSe)eJIKu#%KPwnj7(N%_=#dlQdRf?giF}>97VLskA>&hDH=3{Nr z87=S3JY1R)=x`m)Ly1PZB6U6=51b=i|0ooqCgz~7UqBHIgOpR$N{b<@-?C-H?Gik! zt7`MDD8Teu={BpPTzv7rf6H}CE@oGrDxc2dAVyn7nO7ngG6Ju6vUld8`bgW?EaQBr zy*=;JVN`%g-uZ2tO$%|XWm-+$qY(cwtADtNg$CJJ z@bmp+D#pgll=p`eqa4s^VhQvg<(qXl_g9L3}daGJb1Ejk}f3lxSV@$ zkKJ9>T$2ult(a$he>&niHBU5f{gJh|;#5dTHo6Pe%yEQrz+BocBAIWBW&HeBq&t%k zWG0PA2OpSpP4O2Y{-fs#xShG^U0}EEDV0RjT=00ru^}9JMh%eU+We5I<8hfAO1?;k zqS{D6h(nsP)uy)Vl8}xuNA*H%I$D@#{qShWK{2Vr;`8Z=$n*p6;*PC8 z2seCni2vv*)U4xnSzFEubvotcj|zAqQ>9krorF-Na7wdvK0F@vSV;deW~HId8zapb zyj+BLjY_Jxk4L^bU2U6KDadtA)8)^?;i%a4Y({Q)2r|8X(6eAy2ui=)y;oU23YpKW zE1q1Hf=qFL+IRY8A?`hM08&7$zi#)|e5A0m;o*bCLd333=ob2N6E*6jWosqmp#|Y1 z8>x4ak>$O7t&WZaG!yow=Rbo4q_fU%t*uWYsu_EB(Wm1Y@>cQCjJuJ8E*M_RaXy=m zwnrIScTE?d%O}L!FSgx4ONVq34DT8D*xuLy=?G%Sv_MY5zY)uSOliFuq z>K%v7%lJ}X3#B48E6djX)fuQU`;$z}NG>Y0ZM~~ti%03DLWe}c3y}28L;oS~YbcLs zk;{DXEky1~VqU*za}n;>eoY&49P)k9#dpFg0=0OSE5;Iok(yz3-?4q+DENTYP*Qgs zYB$QZTOE{!aBXJV3y_U`OA@I*m-Zfl9{| z+|ck!N|VK5HjYae(SmY= zLf)ZZlrX!O_m1TXHL|>JFM=o73BvofbZ;>A;+j`f9E64V-|qOP^XT?#F>n9-kw`Q( zwL?iM8Rql7*g^YD{CD1nmN`m{(H;hKwY)bzi7m=Gn!X4g5P!FAouEcFl+ zoH$OJi;6{!yYB}J^2H<9sqU42`xxXa-FX#Evhh;-EW_&*=XM|MS;-9sFT(T9RFL#TQKP zzid$_T!2QUunPtvQ820BHhuO}G}QQQ7jU=`0nHau4k?ZW0dZl+OWz&Q&>Y^-AFkwv zOxIi7-n26WHB+X-ZAA=FbI%{YZjAuYdF#ObwkH_Wt~aLMOAQ92-iBGbnP?!|Zdw1u z)&ogekuq+D$D-S}w(ERb6OSzOl4Hol!APevaO)GZ3#fV91nz^!B^11{{zimb2y)&0 z1d`T-qhUuIqwPgkP+m-9?DqLE)NInf=CZCAT8}&1iKCoD#FMZ1`4#+8^GKJi<+@;` zpnEJY@=Fw2ID5f!p*00rUT|;T=$(NE73S4(^(komvRJrTND4Yo#3Z%hQ;}WIVt!R; z8u}bn67DjQfri_ft*oPRk?e}OLViOQN_Z1#cRL~jB^+ujNg!mQJRyY*KC#)T^Myxv z6(<*&*pdZ?bn{U3>Ec}DWBG`9%<^T(d^R#Y)U`x(x`t8&I%bGYDQH-LT-Tg@4P}42 zu~nRR4e5k-`p=)wLJLILi^f_tC; z@-rqJ*sDp`_aVfSb_GtkTj$p4HB(Uu5jO$h6MN(?Sw>G2{8GnW8g|)9F&V}k5S-7LFwC7L81-G5bmw@IVLRy zEOoYJXFpDbwd4ACKd(=PE?c%6-xu|V&ur-X7`D~ZDhKw3udyg# z=7Qj|RfoE2E_9wE3wX6-$mh(LZAiEj}DLv;oj`ZeSseZppEE+xeYZ7TVD*?>2?fTl z!&uu$V6Lmu9I%-Lgd_P97N;vB@^MHkHnKySrW{C zmTwxbB!WU{r{v%fBDfxSUP-bcf}ryxqX~Pz#%DA<$(sVyBUL$^U^?8s-!}H`HwkbF z6A~n;GPrG6u6Rwh6xw%KU*lc60c3*jlGk!E1gu5l18L>(!*H%_>?9E+rn;+!{;Pyl zVAyuJuLAI1FGfOqD#0?ITI5+t0_NJV(>C&D(AZ(4AC4;n-R=4kJx1m5IWEZXTVFZc z?#?#)_qzgoZ=ySi<`uB?T(w1i-uHvIFrfdEW1u@0$Mloq6B94gLqLAjC)OFJZ!FjCd{U}UBla5R1Wm1V5`WZ<*nwCC;cnXUr@iMZ;p4Jnhk^(ZvRiMSOr0)=r1?hGqlxA4eYicKQlkQJ(yB+o-77%) zMuwCtg8)Xyp7kyaR>B%9c?FZrMCf08`ub`gB1r!0R50Cw?We2U6<=2d?VYZ9K@^N{ zy8p?!|1E*BwO{I<`4>X*E*bN*=E?NCt(4#m%O;|2+^SRz=Ucc~IIPM65rW8d}PnQU1( zNC2xouCSR07LSJeZygDhAoIjmSAGpP9_Uv5eig%?4ey@IR6=O)pqHB)0X9gSx;VeT z0<6{=?&vKgfYSC$`sQVoz!u~u4eM3HW3#i;b?%jrIdsDBTrL4JZRJc}9IAlOo#{#* zk>zl3nE%P48Up+X8qR)$-Gi02*dLjV7{*sohD<7Y{XPf6H^J^Wl}C>Eum#{h0t`L0oSoZvynl)z&G@5rO5$rvED^ zfkyVlR`xOp9viyliJc+Cp~ww`lkZ8OgI8;E8^ie1)A{t%NfKP_`(y85O@i0g1iGU> z6QNW{XtM1x8RG1Hc5i-3hBZSktE^v;!N30fz%xe*gk2cl_Jm4?4Wf+24<=-&@~RKw z^pQYTMfbgMGzr#T&yIY+Aw!ePg#9)l3XDv9t87T7z|7gb=NO3;c#%C_-A1E8!dCI? zF9;MMr+nVO(}x13QZZ*8_EBM@1JZOM~)1 z-(?=#(Ba^Tp@K_ZbfDKJyPV=EV($+o-;SmOZOnMeP>liSZO$hRIy{Vi5Cu6dsEpL*bgqfAqQbGoSQ+KYKzodXxwRlAYqC>=A3BNPO zEGQ8?Q@!;k3%)E^FN?Wg^Gn9uYJ5tE2PM|iMki^YmuoWhD4Pzu$G_o5HZmc@^Zil& z8YU=;y^;F(oeAm*BfCs3S)dtPam({16AD)gHtpTV1cL0jocuT@xV-co)`_6QB+kAt z%#H@{3v}+>IYb9jG~aTJNr!61I=OfYI#?ES+>Q*;fI6YMtpn>TaTyNfTb5`b%ahl0 zVNk*SZ(fH$7Zu*r+zpw|roqR`X|Kp&8idE(E4&>+gW#I?Qx<1wKx~Z~Wtmc;=bF~G zmh)6-zMJLJ7(oHGGXECcw`5=j+aDrr=e3g3h!35FmN_ znD#6cOieS@4w+%|OMKm!hKYQn z4OVXtgsPtvDX9eJ)aa3ISBTJqpYDAzOai-Qv#lN5C=hO`GaMO+p@r*DT>=f9s>s(u zuhN0bl&fPIF`%3=YV7`v2~?Txg>D-zj4IwxUg_XKmi*guLa`h$8c2@5{FDs=?fzRb z*X9H6!1=+9eZDXmT(uNG9|8O)G@k!q6~My)_j?+**&yNOiyLuh0I*7M;VZZU|L%8P zKc!y_8sz~Ye%s0L?)m-*H?ah0c9rY1>vRS0AN{fi_%U6b6~B@oSOjt54S!B=B*C@s z9U|#P7=LRzbBZ&#px)WEWm%sG!yRYJqQyC&xz%L#u`4WSQF!#s>m(D_{ z)pf>}5h}!9N*sulp+aJ9AYm(ZezPZ3iASjrg1ujBG@_+vC+7(JM)^rL|YU$EcBS5){f zMSEmp02K;w@`3Y4RPeI<%~w}X0l7OqC3zdE@Nb8?o603Boc2(kpLXBUw4am=7X}B`TI(KRgC=MaM|&`RDIk8Z1u^P`YKC=tIR zK)~wX7wIgS85W$~DrO{-%>u>0NfV9O{aNn{%`mMcLs3RS=!PjGEFTZZnVcoUwl)0E zuJA}86zQ&K>r97w*Cb@L%!E6h6J-sG9N1u!{wvdw4Yv}q`2XgzVY-sFkAY$D>nQ!R z9xNz+9VmTTrVMcV^{e>q;i370dDp!$m{-sNFFCs9ORfd%P_ad!=OFn}mzmGG*P0hTV8RW?X5LG;2K*qXxx-;Ak? z?{pd9ea!mlK4l7=R;V6LJV1eK@78amh|)kZW)o?!kp^DcoS!KZG#D5&Dv-ze$GeWH z@-71=l%JijHGRRt{37ejIcqi$E3)4(Ojv+_fC|#;m{9R#b|OfT3H-xpjI)?-c0Ksa zvh)xG3Oyf4jDBQ*oBJGkkj(_it-h${=o*{?@!}tTG+i5H%;5@R@0z{O(NZiQDpg?Ao(F~RUoKf`RDlfD z)8I~M75wJxjMu=vV+V`v)y4idezM|254=hRPq3?)7D*&?PK4^hR=jFE~Hxo z_P;vF1=Cc=SNi`r;LLZZ`U##3RsT-z7r)7cR zPoeKBCpNV6z22^M5_>Mcd+6^g7W}Hd9OZME1)^U>;vDZYVaCjMtym-z5~Ta-oAxq6 z#&FFG(EodJ)gUs-q1Fg@n17u36(2|wSpB<*>K>4&zULmgPYQhTWhCMJ|<#uyr5xIN+G-HK2qSY7j7l+k2D*Rmci z3*+_g9mmt|?_|P-+Z$mp1Y0jB>&Ci9tS(3r`?~Ki!5fybUIn-x*AZ z&b2WnmSgo;FV*oA#^0Rs`uLPJEHGGE-!Z)()0v~4hg26>5GdK@LAa0AXCZm{Agu3; z7rzu5cE<99qAzOui3^!qHf>lO;lkne*i4Q+7amSKJsW?-f$hp-LApQLAlOK;I=YDs zb|ur2za=p}+rh@AW7v6Vsm+p%)f;9Jxtzp?F0nn|IJ-Dd%-OLnM1=>7mmWTn8{)$I zGufwXt+^m)=WfJo=0J}7*9F&cF4Ub6?CF{1K<PKh&5t!vQfdvDrKSv7n;I+1YCq3kvjKuWtIl0PD$S zt;-As9E*jNdocy}ps_zyX(w z%J<52I4}~tWRZ~0fh)Lpt?6!TofG!NU@s0-wTOMMzQBf{(LKk{Vdoa6eYqlw>2`Uo zX5PJM7Tl6_ZY}+b@lL6DcI`VBELF5xA9p!iYzs^{v-l&H8hDo=eOYgCM`F+)~9T`kG{;X-!a~mdPhdl|99ASWt zS4Y!Zte<&Y$qygKd{XF%+B_>v7wGIIw!Ff8(!TcS3b7*$c(+M1=fPnHgoW>~^9W*q zl+3Wut3U=M>kAAoZ^inrVVv_^3muj`Jrmn7U-FgGJAO1A^Eb&-`xAiyOFy5<_J}Yc zcrIjBOB$vlvYCehG32YeAL)ki@=SlU(NHSpe>|6M!i1U7D#eRb@L|B1=)YxNIW|vj zzvHY5=4U=%y!;sA*$$pe_bK%;%!iD$eQ>p=LaAWqYdKpgq+gr8^A6LcO8C(XstgU*U-INWx`_FY zD`#wSG5li1>OG9%iSR}BV^dUEqkQXo-WALT&ppR&UZFr_mr}p?8wy;^4X)E)ra-=T z$7&e@6?A)JO`3c#eJgM_cqx|#suRNJT?FZ{NU(e3DL{v{KaFnRtEB<$%cEVg)ikJ@ zb9!(-nFgsJyq4Cip@B!W?JIpM4W8~v9<@G52aSY1s{8japy1b+*M%n-kedHV`+X|| z#JyDA1b;E0F;aun`w-JfvnuU@jSSe-?%kPD%YfB;9wm%p@u_lttJh%5fafGt?vo2l zs3B<(Ei_qxa|`z~!}3fQ6Q_@iu{tLr=9RV&%THlvtphr2NLO}OZ`NRg?&LvlpCuLq z)Y;1@(^w$;cAxGT<}cLSlwUoTVM9jd@4KH2F+a4wP3Q{NCvh&B@l`@xND3$wP7%?d&NI z^uzH|0Bc;4n78o>#^6#bf6W1{f~) zQ6!e>Tp&j5ta*7ALxao?b5$G$B$HN(dP$cfRMGdx?aIRK{o!QYng_B2hB+uJ^C+XRW>0p4L8R z{dRP!vB+s<7U-4krd67=;qAy_ZO5e?2xug&@~?8B_G-(Eqoo|U<1TNd$m2kn?%d{g z@f@h?uJ~s!%z=%;i&xL-WP{j#{fND<*`UxJ^fLSm2NbR{5^XfOurYwKQvDtm=z>;Z zn1-57FjEs|3ZEZ9=Sg$`A7XERkUT%3sA(*QjS4xSWLN%VO#~NG=QMVN zsuMtKKWTN;n1Ij4#IJ@U1mwyJRaZq3Ffy|{q~42wZ!cFY+Pjf}6y@mVPoe}EFW3Jr zoymm@m6a-18C-bRQW`6~o`BU&$JkH!1emRTvEg$s0aC+`1+NrH7k zAnP0cji}qNM%6Kqg5em3HT=c)2ABDO}E3wQpGW$!EC zg4t;E4^gC}iK|9XBNz5cH{1xqaf;FsKY|h$-YnKl{S?lDBkn=JJbtsm$v?^FSOFXA z8%E5B!Z=Vd#B<3}-~w&P`e5r*F4&oyYz;?-{3$wJ#N4Pm0&|Gw!&lzQdo4j+7@J|kScpR@?bc+i;Gli$j>$z}gZr+?26#@=D z@7$t`{OYlzs8N}KCB>H?gx7N6QO#_073S3@Gp>ju%>`y`U2&=}7oMJr6hFIwfT$=1 z_t8)S+N!UKwDT}udeO69m~SWjqLhfI1m17W)%g?w+C_VUKZOu5I`*a9el3pws%@2p z2m#hL$z887&x25=F^G9K5MHroE#{dFe7BD&Pl8XpYQ|#BuSvf9kSW?u2kp&Iija_$ z@70%EPk@5G)Z?#Q0xY(jKissBfON~+mRrbwcO5ib(a(1N$r+X-p(k_o^Mh+hP>qWk zR16_uORoE3dv_AVj?!1^Ag3Qi?$pD6qVFSZ54%{xiJ7<)8fdI?XEjPq5-h1m3 zjaADC7;q@8w%$uX^1oGc7qih{q~~>{7VqgTN%1Zr65_i*m>J2E@Rd4x>>%0_7XDMe zUlU;3*5NEyL%>Sjy*ZVB1XO%FvUE36eMIaJN}X7v8VN#pr!l<4eoCP6y8qjm|4 zgaU(5jRGbKYA^e|HX*Mm*>9XG*nIDDW)hA4|SN0e_wm`*}G9#v^t`M#%QI1nNN<1;NS& zYaEaQ&y|O_MNse@tQ3}dQc#i;@M**f=XDSY@D8WIww|8yV1j~|y}XC##CVXmb#wAT zJ06tjO$w;0@gS+)GWqvn9+VqK8MXeQ;Nt!T{!dFNxKLDJ_$8DAm8zZ>=WkOmuXd29 z-AKWoMmy0S6&~CqMnni(9(+~#Nl%aFflIjQc^BldbNOn2ck>`~!#Bf+Nb6%$>w*^X zfU)2=%(JTR@^^f#xC2kvQQ|M?@& zJO4f*hkosUR{L9vuzmKnq30nU#1982$SU%{@aV}~|IO#Y)d?}n_ntgBm|yvGSve0( z)~!40J;ei#kX3V_Bp=#+Kfg9djydV8eVgRLA!F&=R%JX;&ylTf4d(&%;K0|5Ry>%D zi<0#~rUWM}NGRaJ;0{0W{AM1|R`N`y#Q9Ly|8T=x4L)>PY(D>1oe$pE848i;x2g0W zl>5sAeX$u6=X@SKH(D$<9*XOwtF5j_3M{dIw4jLxp(nkT-caMibE$8&%E$Q7Yc|h( z+?x-R-jBo^k!iGF8VBw8(4u=pu}YN>JtfgqZ=d5neB~vB@_5kXz3=W(J`bMd3Vtd5 z&4U92dv6Er;R7Mo#lLiv4-WJBEr*b%tC#-Rgv`i1DbQ-m2NiItoLIyMh1BXB*3Wnl z&h2Ks&%yP*GHbUV=Yfpv+=pq(d{7pP%^cXxhl=9OXGD(h;Uw$*rb4u{O-{!yz;@TD zf@8dee3;1osX9RNAcHG05pBg4%e26a7H~i?yhXq;E z*UuO6L8tDbwiVK8t)}jBq*=6quYCj`Iv&JciaZjI zw%K=!Z(9!XVK!m^s)+(T_t}GoRLb}ebH6`!PYWOZ<9wHCxX%aw5vHyww%2nVWmkG2 z4I?F_SKzoT!#!t&@%{`(Z7bc$hlu0;+ud&Sp|dykpY;UB%Rb9g-&_J+!l$kF*q6XP zi#x_EkUnx%M8V<`kV^`Qad^%L>RxSXOfDZ7cNpg$2lGMw+RauL5A$#FHbMp4h2vib zXJY@l?Q-W-#7ZD~&O~QbBOeaU|M+qS=j+=TRncz22N}y4h9vIGJ_apk*yd;X)Kg^YFdsH7k=!u*pS+7bCBDQmI)nx);> zRe?M(E)jlZhjDbd{)pYk!)1{UGT8q5`gE3@G~S=Bj}LfbylH`7eS0eYFXU}0tu*|f zovL~tL8D;oj7U%I5Cv873O!o{G0rD@r0E+4ejoQGg*~D`a`Ly6?hOjsu4TWU>qLRj z=lUqc84_v=&o(cANJ5{md}AuwKGMyV%K+othvR=@KMB=KT95rGa27}uZ$pX z;L#uXwqQpJ-1cqSxee(UcvEl_`YkPG_Z^m`K&0Tn&zyb|oMjG5thz(O*jU$3Gqg*8 zj0!lKP;i;ELc8x61)Nt7rLpOFp6e@Lxg*o2&J%v<-$*Jxyt0`B%{LJZzpiG<(LoBGd)Q_#D7zm_cayE&Cgm<>R;sqpVT)RB^C7*=u zzn?w}^pUX5*i6i!l!R+Xn!c$a`Km*kW0FW{eo^^%wG|0@FAQooq7HW4m>wHtNy5eC zrI#M(k?_MnCurL^32V0Y`e+$Z@bSd%%+tFl$gg>NPj5X198RCsTX_ zY3J&lzu^+*aqk`2iMCO+zo?l71^anQeHnAH-YN;d?0ie2t`5~do=Jk=I;})O4hgci z!WDiBQ{eimc(dAmyhrQjs?;V>V5VJ`9Ggo)Q2Sb4cckcw=hGJGUw!AeX5}7d!1N zveZc_@|`{f(>uNiqZXb5>d`ajNoY!sIN_?W$P=37honKCDa(^_JK=e$VPfA(oS1vy8T z_xZo0z`E2`2OqGgJ34GM*YjY}xWRVOT|CI1F;{Id1*#${Fm<@I4$VELP zpFVF<1hOcvP*^mK2m3#Q&&?G)aQmpi4tPt!)Yr`7s5bUJ(sW!>C77 z=Q;#qKWo)0qa>u<&bM?P(r&Htwq9)4DYyTihU?M0EY+QJfr5IM42JPm3ZxWIWifRr zpeZT{<^)nux1c7qAr|x0q+R|a3)^|^I`Y|=ubwr^yYW0U)jp-uw&6J?_a6TtLxFs- zFgvfBgzSO|0XRcK)tAer?r6IjUN#QFb{+GOdO_@e?Tk}n3XbbNG5yFJ`5-9#sRPcp z^r(sMIh;Spw_G|xnga8$F1PDC@H-q@binI0{-^t`JylWfN0*6|$7!QZ-+6snF@pkw z$;lR>H@KgbmhzKWk4851bCxW_d|c_w)5CgYYLy%tg>}t(+b1`XQ}`}OwCCg=p+G$? z#&F3stY>$ks~BH!A0}SIiP}7HpiM2x@#lede%f*0w%hjI4g;X!{-ORfhWSNsZ4~FE&hhn_xei&pZ6u zv974)hkkp%o`kT2%LA7yk>HTPJ}G(#-)*g`qeJ+PlGD8U?FF*P?0QgKGYLyt9vRWl zZgFyhX?C7*75ch7!EsVPKTMWF2Hdqbo~(VYHp67Z2M z_X0_2B<-n2emB{<_&T{>Ec6#ssI@o}I zSJS|P`6O6d*Zgh9x#}p%{g}eRFA(K?SN<{wOE@!iD4))*C?&+z1k$?$t?a>H1 z0$3%sll5){96T&MdguuO0`2$qR^Yo{pW62!{{a3!^Ln2|B0omao4>Ec_v-zUrciwE zA1*Q*4955V`u5FRZp0DbEGU<97~lDS*DvAPp{)edX|Y`dD5!qA&YDXCD2nCXLQ1Vv z*KkDt8I|>Vm30Js|H=7g#3dk`yWp8J#*65ymbuKqcfO^^*r+T4U~*U_3;i+8d82!e z6X2qHXr*pE0So7b8z&(XZ;qz_!u7|k9@#3kf&lv((a#f?xiC8Y<=B}%4s_>q&m1r3 zfRpgm*6w}|G|Dt6x2AEyRk4lnx0(z3i&j4|5hXyaRIW?@78jOy@8eVSd5hED6#$ej0s1^YHu=cBTu}!e(Mhd+Lnq&okqXKHVGo-7ZX@pKXZOq zupq)ZcF@R@1?D$8?8=bIQx8f+3z*RIGFNMk8WTM0lXq1(GQj!1>+f4{=0o)}c>KLe8kCeIfB)%60}&&;fe2SOOFrefiJ-2#_0hv#@6l0PBH6J48Z92_>rNX(Y&+M^X{%o=b zgAUKHoUA!CLx(Y8m0zCG3{dcpD!Zl3gu>TfMt32bPiXF+$Ya9hWfd}9B_{NQ?wdII zn*r{9N#f6J8IU1!;pVOvba;CBW0tfN9h|P8NlKWc!+?9O{q2(sNZYWdcXo^cD>kak zsY6~$&6uBz3>fg>r|08(?|Lk#uwj7S7YErr4s&NxGlbg z4x$Iv)kf`NfLXR(PDdWjo4o8WCk)T)?=jPZ$j|aVDT2+|&#>WxU=bbmXgq0xX&PJ@ zjosmMmIjY{*`TaWhgo9ui|{xdrlY(gM?x4tC})JL4Ktuq6&}|9U_hi%jH@p)U@Rw` zzLNnmnhzho7^Q>YyN}H;cF`evSL)1a*O!uYowI@l>(GR#5hOKc6bL3;nJpGq31fxi8d zmNkVmSW(Ba(wZ)Y+4w7+QSHUR*wXVLda4+{HkuZ9{i4BtHyo5cWzpg5$|kkm|Neh} zTc`)MbhsvEskRX9r}wgsj+@ir;;?Jiq#PYKUltO%7)App$8LE|q|!V+C)*JkcpM1` zKbAoUV})ReQ-gH)<@7CY?==PlOZ)mAGGV~Uy@#7~3=%Den_#<-@0|wWBzWTbK4ryLj zZ?;y@p{K(wKEad@nK~0*V&7;G>9Aqv6LT79h3N%%2GZbK=aQ>|Qgmn+S|BF)3C}4= zeEya744{kEejP}_yf&=a7P6lK#fJ^m9O4+jT7N%E#gzemIf*@qx(qO_zQGq@(t*Kz zEj`*shrH>7rcUEO_rcrzhuFD1&6JZ4s5Ut zlRNnm>&J%hCSfzQ|a z-i38!OGSJ3vS>D_hzZ_a{g(|B3}4f>2{tG>s3-*&vB6ElWuu`j8|I0ah}N}Wo$Tb( zyw!33=mbtn5evqc7C!wpY)D&ol#D1~15Y4qxKxP)?Oq|9JdyM3-|! zjV`zS)z)l~Qrk5WhV`QJ@0=Fpd>rTdW8r(2Y;Y>_-xlb6YIJ#TThXX(6z1(L0g$+*z4Q+{Q z95~P!?{(oQ7be2%PT2Ny;j#YghiU@?9$Z`SI%pmNRVq!U>d2gIFPnk;To?$I-v8Q& z3w6g{&We|!{;-XV6btj-qu(iqsbzFYNN*x_! zKxnYv-W{l8Y7;x?s|mQc_MN9Lj|;ieS!?VJxZs>%e*VRNF3gwb28ary{(F8P{uk=1 zjgvhl!>HG66Z`#IkxzS@PTfHNGYfx%5PbqP&i+tp>c(}YZ#h5d#)Xz}+d?jv150vY zQvj03+~nZ3nhO%s4InaWy*rh{b`@HZ8Y?^BkxU*Lr_X5Z5i)ATr^?g`(R->s{V(;cn#}F=?b% z#bw2w*IZa%OegA?T(DVculv=R3)w5hA3tPp-~+hVEJNL;X5E(k?;jh!>O=?EoW*?2 zRWEG##{sj}#~XchxFEu*`?>`=`|!g%bM#+1xoPG)odX-+$3u>X#C;m?!=Ddp z`%ZDdL!dm9oMJ<&IOA8tDK@O@&A%{V$A$}D?f36ZvZ2euyT1Jn2eeBzcN1z{NK@M& zsk(;?N;Rzu8*RBTHvTcZSd|OGt;snl6CBuIUbIdok^_e8lLB0u*>JK?YRe+zpBNjd zD>fX^T(T@k`ws_XOdTxxl~LciY;coT;lk=@zz1k~d;E~9NM;9LXJid&&>i*(qqes|~tzVj! zI>>_S>kiCRXR^R|^Lx1<)IBy2F4t?=GC^ZZGNq2jfaxOAHFcH&$)AM1r(&3p6snN+ zlg0!y=8dqj878C-$~ z0Q1=GccfPr;)e=jWX2LMG-F%~zSVNE-R7%&f&mZF*UUMJT0AH}imth4#Y1os_us-z zJcy_q+VXY^58CtJdu{m41xI_XU26juy;jR7zVLV$^{1nNPQ{b%}` zQxsIZxMR#53g;f&p7X7NLPpZ|wqN%sh)I<_6X8%;{<7F%BAvp%dTqOn#YF!0RArO~ zjWW}tS6C-$^y^KqG#Y5|+{d$$rU;;>)^BDkB7pgn%%r~(0`NJBNlV6PbagGv`64aA z&E);|md|N){7rtdg2?YAt`Q7`2q4?jxo3xF5oGO3>pc95a5U29Wo&*CYLvvEu{(-j zt=s9B@v;aW?#d_JvWj3EY-rb$UW6SIwbedni(s(Zb6xqFBBbwqo@Dd72s<~|8{Jq_ zjFGoR6*;GhQEz*3s~2G(>t^z1!e-YR)$?Y>m{_Wl)TvmE@oWCq(q0we$uxuPkVLXh zN3hp6(heQIuyPCOkB{p*m~C1N(Jtk*x&Fm4yk<}#N*H+Ul)EJ1B1K;P%hknrG`Ex$ z_Mixh_xPBZI2VDnUZ3x|p$O+!jx6&HDS}hKNlZpX5j3$NBdoOuLs2I`a0%yLIn2|j zEJ9nkkoj0r5!~x?XE(SMAxP}v!TG91&^NNHk$Eh@8{z4T{ksHk9SZpVZc!0LI`S3$ z$heCyW7oRF{#SCY&N+$>>dLJOd(Uf8htgaCif zgnsxy+9}_MZS39&AYzs6B;GAR>d=Z6qce-({ik#E#xnslqnpxh#R@PnEiEEx4e^&* zL)?ouG+Lg1&kate@!4gmu+bwLwIRo5r7aY|hA|N~RhQ`V?-2QqP*1b0GFnZ5^xzgv z+xIlaG{WrW-lXwG&^noIN@GfY%D+utD9FcbmDeKNwOm}=QHw^=bF=m$UmB5#M?`R?SGz;z zJ%!w!W$+g}4jEP)T5%@&cy3n-*~ywy-a)?J)6?d-OA^4@Q)I`AWo0^dzPo zO0DE0_-D?mOOre}4mKpcF686TMI+%E#uRRsYabhkqHx3T_@N%+-!>WLJs%#D_E&}X zl7tl{advLi#7}STS9YHzcJr4xlW$0&H|(rbs0KNgmb}a|a!(W_6{EGty)jMub?U%s z8cK;zMsx_{X1RAvRit4tSI6N0_p^UAxnGXswLKdt1gWi5&3wwoyvijCZ+0WL{E0+?E~#@6eJWP zo9mZQuqueirRw-l`*}`aDNTVzJ8jAdrO-6B>euoI#4bX~B?EJ4w8y6h_^qI^c|pXC zn%OjtEDiXzk+7*zhJEo9h0>Zm4~NPq$VkdK*#}YhEwWg8_%4Oe=MIw{AR+E>40A5smFpIPY5^8Viy`rHrGuEr+ z0S)`c4a(gvG^YQq?lqrDV|4ikg#tYq)12Kzd_rklj@-;^BD6hrzTNf=dGArK(IbSO zvDvR&-O0anm1lQZokrBn*v&Ng|MJQm&yJFJl5Cv6ba^20bCLcVOL9&fTgFe9j}-oW z9*_>7MML&^_P#K3?zD{xln9aAhV`V>llkh?vNB@GeEqzTc|XCH=jB<$`t*J2ptVI66qtNRU~5$$+rR ztR=mN#Gx{&i{hELDV*YcGjfTgaHx4p9S&2dn^oLkFpt>(mdp6?A@cstt-bW6n}TQk zi-wUIG~RyiJ=Ud4!@Fe4$pXTVsHo9ELhH~a3^mfPvt4sH^9coB?Xxip9}2TP9ZyUp zY`Zr%^mP}72#3F{w>mVmdmU8Y1kqU99Ngo6nMNpA@@U>A;-^zgk(dAyH(yUFG&w?} z@K?_-{u)A_aNR;B8VvI$@1(AQ| z*7SjTM*%2`*V?vTfd2j%ON#KG)u{#Tq5@1Yu6DV?Bl*f4kG>#6*Dm4QvKkuo3nX^k zA^kQnJdr-a{?}Pls0tZ>H#)MVgT|tTa~c|JX{_vYer^^;!};}Zqwzh&KS5qhw+Zro z&h_PGEhm1vFyn{BaT=KlpL4JAX$-~P48BX|)f-&ipF+5lzw-TZBLA8@SKQ8vh5~El z=YMuYZ-6CrK#s%*+oR}iq_9poj20&CP3pVG0z8SGHzaIs=hE`-}oe-XbWsqye7b%Uq>D!+7Y>M8E=cM01Tt@E0zCf ztkzp#w{@uiiVGZC7o-c2y?KqV7mwI!n^R7CjR5b?76JYJ1pjV?@0cIYMI=L@R z0Pifx@>LoFL~aznx92Z;H_r+#UMBgU>Gr-y40QptjZx*aQO30F9o>kn`Q zDBfnMy5WleMO|X|7tAYyiq$mN-%2FkG9P~S!>kCumIY-pNn6X^eE9gV0KJ+&^%~d$ zI966l?{_8pH@xykhfwvvzXlH?KRk2&q2?h0E*x$8>>yNxzGG8l5(x)wzT}0F`I~F3 z#Z0RN_%hn8#&;KB_K~)uPhm~V;SwrYgPl03wuaDzzC1sZyRf{wtoH00cCYb4)NXe}O+dEQB(>fmMh z2uU*j%&y_tB+iBIXZp@tOrxegD8hook86IlP0}QuJ(}*59NJ6%^QT=|y`?1H*L)1u z(q`jWapaSE9^15>>SKRY$#X%M;f1?h#KNxbsQxwNZ^jK4k4(}zP?ZGSc}k}z|^ zde?Rm*IG7h&{rkn%G^YqXOXy8S#FvsB}Sp=>zfCCq9otCeK+U)5mGPgn_}Wk;@riy z{PKf@y1N1?cftcsKjV0Whh#d{R}np|i5!v(JS%#D3K zJUmQI5A)zdI6B??T{R!yw`_gm|B#Q*f42OoB3!IA-Z(Fv4>{(0mpxv5{C;6^(`bMP z6{kl&uC6?skLqT5mvW(UQ+&}ueIC-HZN?Jr^U$lV-Q*+3hjqB}?ax(wL_I(Hc{G&| zZ{z5rYGl0$ZB}&YJs!Mg^0!3j@laJfCJ_cW*+uR@ekft;6aS)*m8l?Z&8A}xCCV`KK4b~$N3k++OVZ^-SYzc z6J2|3T4({PBsFD>TMH2LeD6t1twJoCs`qMQT_NsvjD4_wUjUWr(Gm5oOCoz$9>Y;3-wqwZ|N zhIR10-C-Flv#brXsdYBDg-M>-QUK|vkl-Mek#=)i2H^h~OI9U05UiWgS9&9MJye;@Oz{WB8eVyx5IFMd&=FZ^( zGVfS;S*u(DCQFaqjU@~ae^@P?Ozg9*@xvl_4!oU&_N0`vAvAmPaJn2DWq10=FB499 z-(7T)$P3l4X)QG5AkyTAm2DCSM+aY}Eg%$8DjQku#(~-ajqnrq*|@*EH$=gWjWF@b zTXV}+@|PP6BL^1fcqX#&p{wwqs52X-3G(;8=#XAx`hGp(+{!WNhO zqyr%=?2GwzJ&4Rtmddv|8_Ys_hUU@f|CmTRapu1hAxyj#U9dK92@?TBDM{VWm`G8P z4%72xA)wo4`#%LX0%je)7)1Quy6^8Cb>eS(u_^K|Kau?exc=LO4ybI|cR@z`w#>U{jy^{BO*~re;8CXl&cH#7c z6NHU(WPJ`8uo0?Zxnu{Kue|J7OT_@$Pn*J-?-fjh+Vt3`%_iq!&`Fz)u^`kn?l(gG z{;O??8 z_p)*Z(VHG3|M8(53j@pL48`18VBJ}5SxxRy@wuoC-(^|2^zGeGuYM+S?_X+VA7euQ zv+LD$bC{59lok2x#XwWJuHsQb{crDfM9DFs^-XM{#7AP+*|XlSD`BBy{OpDn3F24n zGW{WOHdL>O+n22){ykk=${+o_$}cbkbV@7Ct06RP|;-)Le_?CAJw zUgQN9%tsU@=N7RL)e~V?P1w3C&LZw23pySu^8Y?Cp(~YWvDlS~X<@#uVPqeP>5i;P z1qKeB3mr&5&cGwR($(Wt4EO|h=2#gqaic(bb)W|mJ7c^Riytr{o|0>zCC|i%rs!;; zY6dnrY&RYx^Mnn5IL{i%hwsZi$Ny^cQEFClW4|H;{qb&MRaY5MWo2}^S2EE4`qpKY z*-WS!b|pWlVBki=+s4y`d8ZXD!sarNGXLB~yWxDy_>E$%hxtfRepTL5oe%kN&2|NO z2CR>oyf{+MfZ?1b2{{8MhOSOsT&B;&`8UN(H^Plm6ien3{)LX;U1=ubC4-H^-58K{ zd9QnIARm-{bNwng26DQaM_36A$czeBoGfFYe$K2UQ$mOBoaJhS_jlT;NRWOxub)SL zx-ekAbfo^^gM74p_gnkPC?D&7zyI(@J|CPrksn zbIZq=$m37D%E)?V<0?9i43y8A^VFr7*mFbMz?mXquT`BMUKbchy{MqM<}d?F^2g=B zi83J2-*G+kZ9eQB-Y#!y&&MC7_g5Z=Gw^Gm@>QS)xi6#lCZFapQN7=T5j;ljA6WmU z68g;=EcJO#?yW=To$t4p5PWZqGh57r$C=39-h2iQn=&SILKtZHa`}br9|pYls|2sL zVxn`JvX4E92l?pH%p}hZZdGES9hNBd?vIjo@Xi6GI4#+gJ%b8m?)LDyfAAE3pM{u zyZXK6H@j*L3TZs$OgX1>{D!9g{wcDz*K;Cox@oriuTPS4zD zZJ@%&=#zs~gD)FKwVEMK${e(MXmzA!av-)W(RMvy)2c(pHy&|dw8unO_8SLB{0e(} zYl)syE2szL-_{B8J)*6|!7E?olOxy2KXZ!hQ}%@o(`G>qpX3c<-{`T|Ckh~bf8GX@ zuLTg%cygxnO92FG1=m&53()!U;7Kp90;~&sJ?r6T4hHzVRo)LcxV*^zPLBZxzK35Z zr1o%7Ipt;5#qI(KOH2*bj46b<#GQ(~Ra_h_PSSMR#f8Z1Vb4o}Tpa0s@LS!N3)!}_ zKGJi!*gDHWBVCS5;-}{0Jy!}LS5?<&E6qh+_6uJw$+x8ZT>O(#cqqv~o%*DL2Rmne zauDH{!ri?~3Cpa1Y@^+HNYL|6{L;%s*kr!?iVa+t_f}@B-7dsEF(JxLl8eDjzI$sN zNglUS?O9MEH;>hMH*+rzDI2hfsFN=b#mDRPKr2SOh zeqS@GZ{nK{iex#HdfzE>@qQ)^?+WR-HH1p}H={L(Jltt>RkanVx7!<5{gt4xFr#V9 z(Z{4tI`(PBtNj#SU-x7Uoun`nE;jB@uW%(EU9PG{dr3yh~EsC&og*Gz=ywx{}*dD3e&o366dN@ z=oXH9=CX{edpY{kzNr*K|MsmhyTFI@AaXOM`CzPk(lF}9gM5t~Gd7#tXZx8moT9j} zzMmR-BZ&){aCWy@0~afXBV7~TaglOZL@VGC7fL^t9Esh_g++Er+`I>cP(9J{?C0V_ z+{%1(#W}7388!nRY2N?O2cy*Qo#o)iM|YX@4;;8x=H1$)Sb)e~g)82w72v~Xtvrua z1z1`cJWFt!gQ)ilbIVB{Yq3ndbCTrYCe6$h>E4Ip%>T|!{$(O7JShL~ z5*9L>HO4l-U?HpR+T8d*ESO%Z{7=oALg#=sCPqqV#$w$ybKQI--;!lIiG{@yQ*$8f960WwM;im{}#+2zpS3wm4m9v zLFEY!>1XT8=I+daQ$^0FIz~2(+AVkFFUf{#)4Dk)SvN58)?rjjI14`%#1(Y6XQJhJ zp7qvenGg$d`=OAQg^WY5dn2o|ps#cDh~;=D7OGUG^yp+lV7yV3uDp&TEs=>;g&DYX z?1J0$@pMGI@}Ru?(~y4Id+i4AG&H-G=h`Qw;X}JvY{Zmw^qI2E|9g>!k$(qv4p^t* zyQ+ME;N=N=b`H_Dw2?7nb%$LJ`r709+`ZONJ70+t9@o! zGN_elDGCxPP&!{Azfdv-*-Q&Ghs#ARw z@2{fM{`aywfoZ5tdbGR1FAdKmRy+SAcJYjo+qYv;8r1UzFKwExVt<<~cV>SoG+uFI z4^O1vbAXhC^tDt}o;$d)>cv&)jBQqS_DqAt@ae@rMblw!m>vIAJRPN3iyuBvOGDls zYt!|cuOeeaU}avH0^XI$krg+Sk<#U<9}}DeTiF#-FXNN2Hr4rl`EU{*ESPb2pu+T!F%|;T^NWEjl* z;?Q8Q#j2?OBJ?9&w{|JTBY61j49E5HSoOMD??lKYtY6bIZ_nX)oG-IJ+tw0?h?VuZ zLW&m=Gc(#=^kEFt6F+I$d7i@w$)9lcgA2x)L{I5>!SxrLqM_n{V4>fcNLa|6 zkNCAT9ABdLo&BhN7S{&nRG-=yj*qXuyKZ?OjvtTm=(g|SX!&AsXX?k7VHKi<*=4X z_d}>`pdYOdq34} z`#4#5#x)DM-EJs-IQ`?Lac3kr^sT-uaR}i?E7o^ywM4gTNZijgme9&OS5iB45Id*r zdLORshPJ1EA$6}jAvR-3?{Tvyx(x>lFRXDx_sh!`C;FX1Jsz4=J+T)?|CRR(vDd@l z+@7C@NZzpOmZ>lH#b4vKA_2r!0xA zV;{!Ym$459voInlC5du`kR=f*NwiXt$`YY>-oHNAdCqcQ*ZJPhd7eXDQUCZ`vnFzF zyJz+_ZZ{HFFAn!9NurjlNKl$rCYSs4L-&E{?f)y%8Q@QTg z5M9e_rRR-pT-s>?L!KzoFe=*P=YcNg>gTA!?kMr#9V2puJ5Ch``q6*8q247QahVWL zEcbb~RffkK)!Mt>SLpj<)TXb|?bQKT)qj%k^LPj@_K588(h0%qdNnEm^#M3-V%YZk zf-hn2Yl6IQDkV+pOXeD(yWP*lp^Lu@}~Fnz-qKa`)fv zAfEO{vp43lCE30x_d`0Rf#8Gm1D;`1DekD}wz@O1#tBDMe#S`FS)r1hkS$s6Jle(Q z3KTV1AwAl_NbHgW+P(O0fDY~`6g;H=iM)&j=gA}~_QtxBv z(IjNwkNG4Vm5gDLLaN#W$!K3@alylbf_a(pGoC7`7}r3IaY{-%9bhNJYTXYS~K(!P7UT63^+JoU-l;#?%@CH|~T$;AjW<4hBBE{Zx3SFyBm@x!&N zkBvAyHrE{T_(%@6p7~| zx454wO+n2l?(~C_Dfs!rONAeW$tYctU~sA=8K13AJNty5gr7Ba+=aDLaD!8s%V~Nd zwukhy;>Th!tV}9Ir;(%Q&2mqxon$=M8Cd;mfrLg=B4>=PN!Zv=b6@Nsp{3DH3)7QP zIH+*UVpACjnXA?_!Uafp@d@i_dtf+y+8Tp9YF_$&@`v*g6RuJ!1=$LnCX(RysgUd_vMWB?k~J zd#M&CZwDsoeCefTmw|^T{Ke-wZ!mC>s~!yT2jzdPX28f_0^hPRRE&}%bGg5z6L4t?ACT5X+ zQE=_--vNQkWLPnsU3uM^3`~(M=F<`qg!fO*kv5UQVJ5ZZxp@TKD?OSOY!(5^1|J_? z+Q9LTk$3T0li~G`XNn11V}RQ?@`OQ23>cc9kGXO%7L?!Qa_y0dh2gP5YWdn&;3suy zU3?n@UKVo(^;t3SCc=|vAv+rGDNRkVw#37oSgYo>FB5@Ud3HDNN(vd+EeS{^_V1M+_zKNhN{Ulq3PUt21C zYzQ?vADRwj^!F z3N{A{!Fiwh2GZ0XgT_R^IhFASjbCs3n#I(&800-(a24*@7;KFA0 zH4=9Vz(HRB{g>fOaqwq;3{X`vZTm_uUWMTyH+y62P`Kl`WbLr zE_{z;F9Up2Z0|aGF@Zi@ssFE@30wHQZbYlHfU9Oc{g*Whj_wj0;;Uc*ulE8w=_U)F ztjHj{Tx3B;w}D^HK^9CemyS_tnIODBY4He$+E0T_YYwpBEPFm_}2EeSP`U)f8LTMSPbJnrz4mG#lYJ7G*|X>5%??a&VKu_2y`#3 zR^07g1l1JX4w;`U2r#s)tvgl(WjVz&0(C{u`NA&6!MYesB=1>0BNv0*v_J!q!+hTK zvEv--#yi${Uo3`-t?sV0_eEeF)v9UjS_HRC!uOnLV*!16^!E`H7A)V%BUv&zeJJa2 z?Vo1BC!(DU&a&Y9xa@=FQ$-+jL-YM@gCfXZ(WY(xk_D$KtNHWnSg_P0KQYwE1ksPb zZffmj!o&ggq1$_y@JecjVOk&)##0$cWHOuup6`ojbXTz_)^h&EoB@p1|eb?p4b+D>9_epo^I%xWo^v#n? zVg0gAV#n?>SQ5K?_lI~HOr6`|^lxVw$cX3NHuzNvLrTiD=Pjks+^hB6S*H{>|B_zx z*j@@7?UVS|`;~&)qyD;?;8KW)^Rgyel|oRyX1(Fqb=Wf_vy->$I{cmLak{wwI`q8t z?qFt=z?FSZh&SnM&@qjey!@{i&a{~vJQT$S-Si+lu%-l_du+M!=3ohk9J`sA##aJV zTC2|GbtMquS?RFyJ{x#{)^gu-U_-^D4UFXn#lZBI@6bHT;pUF6bfIEU`vJUeZpF~n zy*fy3q8OeP%+;QFS_~(vN;`h`7DGEBd1iw{F*FIqcYg0Eg4ucVwp8^ZIAyhT{5XjP z*B#HO9w=tQY<{s}(Jux}NU_##5oCgYtYEOpU)~F~MvsaV~T- z6M8aUscrnufSL6k8CCua_|ozIxz$<*bbcSG7u-jOgOoX`n$iLww75`y&KE%QW}4J9 z%R-Qdx>ixSw-D5%y{^`C7ed$0oqHWPbE&npIQsQ)J}BSaecstOAHL4cY^fEbfg6#@ z?Oec_i?uz^BcDpm5}i`BZu?aP7CXv($|u{q$g@!_v{)f`Z6T0X9~I|n31 zu2{FaQ^8r`twxSjHdOEnt&-Hq0b$|wmj12Ihqc? zd8MjHH8S8~$hGpb`Wc{N+oHCMF9YH$dd63`r9-3my_;diY0$89jpgWnsUXHjzM`B; z0eeHrm*tjZ;3fZ^IKrI-&#Y4J)b=IAPyWH6FRLh^pMUg^`x*+oIw{r`z@&g%Ppsrh zJ_i=;1}u|TjWCEY2BhO4awX;}eeSkfAQ z^Uj|P&A(@9_ll!|XUAIlMvqwVz8nyAoF@*7%@l(KxZ|MeGY{K*OK4|B2b z#AksrN;JD?#ilp!rLJDb3bM|#x4}>V%+o;<3pjwUoPy#-B8#YH>6QD7z&g%iHE8Q zL15O@wKGjP0GzZNI{6~Kp^f0$+dJqEB9ZGqo-)4-yesuzCVO25t$(wd{wQ1lEyW0R z^z(x2zAYcVUcUw=QGHf|mDfOo`tZ1~_Z6_?C!X_AaD%-^Hwd2oVFx1=579f_MnLTF z{#&cR7m0GFiEa~nkZ5w8-ta;P>~8YtoDekzi4ob@IXN@ndJn4AUe-Y2FA}eFvj&M} z)p+~uW35htvXPd62Aw8z^QgS_~toO2wXZdWCkW5WWSq-bi6N{8RGwmR6L*ID}cuxdvf zBk$(1iE+cBGgqcZo?k;V&r^0UF8X6t-#5y^uihv^8@6eqdEte2*v%-sf+o*ncZ=m; zL8aFf5iL|N+_7*)toFS(_FamoxFF|;N8g>($@UAt_3Zn$VXHz=`LFsG?GHiN;JhJ6 zCNKaAZJ~qz_WL21?sUc`PW>zY8J+a|#@SO35t0w9`k@)gFwUJAfKq+W7PK~oU`F|6 zqw0`wtky5fv+#+)+G@S~`_2+knN7I#VOt1lzb*AU^D+>tnyA}eU-8GOj6hj_eLo!A zmcN5x=!fORgZ?SL{^-PTt=j$}5QQI|Ay&$TAn`-=5qD}hzT*3}#6t)}HK$6N&_p1X zpYO=IRT6-{R)UtDWPco4NRaP};q;?czQy-u06yGSclOUrAX2Yv?U5ygp@Grg|9TyX zSTL>-Zn-5Aum4@Q=?5tS`>ryl2Wa7F68=+@<`;%eTRv;g$b=w|`{#qAZeiGBwi?6D zh^St@NvN4868ZGD@nRJTm%BT8RcFYUtGH_KU*Q;(Yz*~oi;Bh#jYNz)5rr#CtGkG}4k}9)-gYufAeyBudH|Kk9WMqPCyC{OznToDMHg3ZsYNpQ0HD zp3*QZk~-5Z^dcMuS^oONp+tPRi|fJ5gOPaD`RlQ_EsFCWoL9c1}IdTaUV^`nJbqP1rMd8 z=hfWv1&Zltnr&BR;hv6h+cupy_s>9qZzm%Us$}9))~jE}!C5#kk;4x5&&JVDFP96i zQn5clD%0JFilQ~ziY>KN^jx=Z%=ZHo(Ru2k?^7!N6v_QDPs%|>6-O)A#T?vzWB*X+ zqg;G+Y~0$fH4hU??nzs`prP#{oSw+b$BoTe1seSMsPS|9_PKBx-dHR>%k`Ls8i9dF zA_+7k8Bw?1c|gNkA9?h@lk)MCKb2^aT7af6BWBMF72?p!-@S)7(6OdGF-XIcj#=?6 zVNVx2QZ)r+|I?(Sn2O}O>&kRAIUlo0=_(z+A3IOo??A_bC$i>~b#!dDGdU0&%)s26 zkAI&OW#X${8ze9NWnxr(@WEq&EOZl2%qOI?us!VQkG*?Y7!~}cx0Q>9S4Fpudc9`i z$27HG;}=X+4GcLKEx^K8k>8{$+*!CofFV})goQQy#m%21im>Hmy=B#rVibuB{$gub zjC$dvU%%NDquJ**w+qsWaobbUKr6c#2f@>=>0dD_jPu0(r_M&V2o+JS2W*_Q5!|A! zUV^b1#)q%xm7vn8i#L>lN>GhAfTq5+1j{dK{_~h+<3gmPb4)rLr%%jo9N@6*+uy;X z_t?0P%YEp^92*~gve~zRQ|Cg*qY~Tv5}Z;RNbIRE!RgP<`s^bmDDnF3f5zEtY)G$~ z7FA)RZ$yBK+h$H4&)v@(XN%FUW(m*zDaNn;MuTT|u8@aR__HEH&W8Y-m z`0Ob*R^R=5xuCrmmsKSih`hyEYy65`7Wr561YHJ3^W~)`PSbH;J56`}dIma81%&XdVqoJ9 zsjQH9bi8;pGCrR}Ug<7&f+ZdKzq*HimM%oo)iJL=>@L7VvA=D{-qTP>@}j2LeHxAi zwUwbB4GsIo^M)_e(4M6&lK3DG*X;boh?ki*%2HKD5PPoqBg(b}5dY?U8M zxEBPUXZYZV)~B|?Qa7~wsl9#6Mmrp_TsL?_$OySa+p0?Rb|F^7mh%S+xd8@8Vzi`m!l<`Et{2ul%d$s;h`vAfJUR2|`Ss=MF%X__j5u z*#Q=p3yvKB&lyBi>MjOtcLs^)M|3}H+d=Fi4}GohSr~EeY9jcbhK5q`wZC{81i$k; zm+!L!V*ZCl-``H)Lgin#cFz@9ACOkR{njr|UG15ZZ4d9=`H$V5Q)?Ak)h4H2-xTzA1CC>*GiJo6CYFc7>P#DBUn z1hz{)c$^&*0wr&BN^Fltz--a-+@M+%>@yMYy-bUSFikFTxl6Gy@*hLYhx7lgIg=c+ zX(AT(Z&R$&{}>CimC{+tj2O;-ll@TKHX4rI%yqoKlMHt2LbF}YM8i#W+oz(BW8nb5 zSL;pBM2IZDYiw7N1VuRl4@|>Tz_P-PJ2^N7K1v5ySP@b{A~b`~Y#|ZW#|azw%q0R{ zftDdEngCLEPAMjv6JW}0s{W8+BK(p*7TWhX8BCPEY_a;20#DMY<)NynpyDp!da)-J z-egaHhaG7kog<-pq%{?kGlg#KX-tJ^gFON;L`PZ{G@aSR4th{D>`Muah*RUg?5=RcFLjV{mo2B2p-^`vd9Dhi5Eu> z-OB*wLq6|L+GRjwNOz5iWd;~FzBCVIW`GnUy362oCMZ#5WY#~-g8f1wITJ}#km+Bk z(fWi6dk?RY($33)FNajy)<4aGSJFz3Ka6rg*%YAyMU3v~gcAedswlWvI ziYH8Hm-3(?Z2#r{Yx!XDYr~z7@dfa+y6VyY_vVa8$w@sCg>bh4E>Bh#0&!!T(BAYy zz~N^_8B&Fu{fWwTa9tr>_~9*C@w))hn2iI`nsoRjWbjaM6$3&f6N4*<)-&O{kg&OK5(9XP#NwPC7%-_QzVYB% zCX~D0SgN|s1d(;ytI8Bu@Hcm`CF%kTic-k_t2s8&%69F2c@_*gFv%NlF=4~l>h4A* zCe#kMHPj6;K%ISfW;T`q|1DKpyBodyFOxWraJ(5A!FaNbJ%SO_kqQKL&bba=kErg={j z9XechseJiP2S36mwt^c2M!YmAx>^jlHF--`mP3=SI~RHz>EOFlG{2FPXOj~dFr!%r zQ5GN5mZ=56_xNW`@3#Vw3!N2x!+G8pH5#q9gATe6joeS_(&10}`T0X9Ip;aIjTnp5 z;fub>j`ybv!Od5?UifAK5Mx|2(l8(N*5x0zP@+Nk_I1OOr}7~8h9%XNHxJV2n%&+W zd7wAZuV+f2!Q|J{rKGVusFH2B%Ds^XS)(LD_4Zt__|0|dcvcR)lufc6wxhzzmx@K- z2C`sY{DZS%Y8EIDmC(G$v%qCi|3&I(Hi*ZaKXLg(Hs~&VNqEfR1(~?I^Bf-a@FvYc zHW=tg>#dl~f|WG`o_zC}K>I5&p2*6C@|RbIy@#@(Q*LxIo0kgemizchujN4dDJ@#K zXf6=)nz&oO=fX3R^~Y6Oc|dXrVZTQIkiv#skhyZ$MDk}2@b#B| z^)AbU*3bksgWELd`f}>@z`6nunEV$m*Hr*#qt^H^t`~sV%@z0evI{_R4pN0X3&8TN zoZ$ZL1rU*FvN%3QgLs{2+n@v*^!sEQ9=9xjj2W@+b9?C^{3WLT^;!nRX>Jb9U^1Y> z-(su&Bm+`(*3~bJF+l2pq-q@JzNmS65HuYbux{10b7!jP;6EiIV%6i-Pftw1IRA0aH9oZn6nl3%^ zJ`)@z6TerV$pYqQ*9RV+S z^@^r1rlY`d&l=+KIWjySU#>RhCqw+%bmwpzGQg8(bfqQ|h?VT+8ViYl)wUN7c?gAq z-lu<&I}HfHzP_X1=d%}(iy2v$_P9apFY~otQC>i}B{aU6?+xoo_ioF}dqetA_}p-S z7hGyIchg$%1oe~`cRN&_VaiuH+kDgpro8`aDsnmjS}AqjHu5HzXzjfI;buF0uJ&-2 zx7iLU;lsTl%hqT&97o@J$r6?H8#fqdTVdks_pkTsJm)!|bI$i!ukU*i5p^e05VEyZns^z9;9ku)`V9bo;eSGpp2#z=FmDv6Y!Rwk5l@A-jQ03__*!|;_*X&)q8GbRpcS{h4S#z}L=LexU z#Uq328iEHk9>vZwGQOm!^dHSSGgSb zFkSk&i|;<(UlKwrI3l;Z)!ijm4I)x#iy{ z<8Y3Y`O`8t0Xrsjd_S@%EJA-_^C1pB!^fWpABe@fB%Oa93HPw0uAuQL;U3!Wd>yoK zC>Hy=6y!KR#i1a2>{2aGz%rGkRi+~WRaVt*bLtS$H0qMT${He`3^f-rDo;Sw`%OXv z5%EZ|jW=$%7KhsUYEz2~ap=8b@2nXak4CSio`NU=vsG4aQQ3)T?^l|A!JUK}Q&i8> z7s;quVq~dNMM7DbUAAX-ld!5fj`Qmk5*D~DZth?wp;pFq?Sl~{lvs`Y7^6oM?hEB|%2&=5OzD>imtG$m-Cem@$=9F5`Lk7N*a*N!2h=Fy7IBies(D8Wd@#f!dG)(7?q{kno zVaE4YS9gw6G2GBEv698Ca&=y7Ng5vLTT}gwgN_4x38_+aI{MjNC>4}splg6I-*c8t zPD?f1YCy+R1L6JuanVs!>fj?omQ8L7H*{jq@tw+QBcCS&vsBf#D%)tHox4X{BGmyXPaOSUUI=<4>i)=Ba z<6^~eWe+nt;$C$b(d%?vpa}byRM}E5g<7L%*sU~Z!Dm?|2)5+gQs#5Wq z@5JM^;b}-5JjmbEkcJYpn~RptX}D=moYbOu8it1??LDZQhPDx%=0ag?8{zMF6f^MAPmAW6z6_ijZWvbT%0Net*X}2CGFa!V!MnmZ z1Fd3sqT>uQP`D$EOS2{eA2!%(3#(_MLA~c+VZJQ<9ZA2Vm63(gX1Q#o4Oy75qo`)t zC=2iJ*}kLgSQh%7YH(RL$ik64!^&*QEIb-HUS%qtg<+!&gO;UPSR35&T>f}AF3BC6 z`&N;SG50)4&nP)qBck+iG&2WZ3$Ji(vCKi zAYt9-nv08!q^(Qixp+4zEL|ii4_!*9fAO&8qhoo(SY>QJ#xv>dQn&N5EKRp*D>Wb4 zJe-_01M`t-_?S>roR5<)UDwC3-$#Y47NMgi_tEaAN|NBa`$(Tp7)|vnK=0Qt`KW6P zvCRMCyX@{l6rSna?NDEcve~{ONyUX|uo~uhn#uBa75$p8E<{4Gd{ts+A#Ru8sNBA( z2>bkUFFw#L!iL9n6t#`TxIyep-}<6r?9qO-!rNAi7J}QP+H;GME?e;PcvvwmeJ6+7 zW*4LPf{*WytYZ9g^S0Xj^J4Vn`QmtpqXgS_c3V4%m!M?T{@TY{C9L~D<=bLW34R+; zPt+(b!I^Yiu8=6f4IHb}%gx1T6#B2hj-_w^xL$iPoRvqPE#O&1F%H^0FIPntqsVck zb=^_LIQ;aTi{8s(te8Jt)$ytrcYFRy;yhoB&F3!j#IWiXcx#r`pI?LpLq{dIvik8g z3V$oARfHE(O(m4i7va^Y>JOVFi}0ys%IqoWB9xXplhdVNgxd#Q4ot}w;nI*&@bA(> zlzTni`9-o2?;cq`ZromgZBH(Bt`-$wMBmj3Qdt3V`YfEwuPVSRmu(2HH3hizEsk6@ zT7Y~f!eeh`7oZWLZ14Jmtnn9T{_L{8kLvS=6Mi%Kc=Bo_-*ZRS`kvzKnKRDE`iucB zTlIXrbGR|o)i57tN$tayHu-ouCUj?nZ$4@W{mhviBG9%m7vuM- z4e|2iVsoYNX7-F6Bu|K_aeL-q`mCJ6AFUj;Nu-{>4mnu$N59g_CiclzTcb4!c{+K;jY73c%hnK_EmW%ZhErTNI4@DyY+qFs1Y); z$0b8kz%&!T1X;B-J7*$iub57IOD3Azev>?gjk)&u^-NkdCf8%ot5ZI?8`ta#a4C ziqi^&K8J!7+^M~Fyt~z8S)DWZs*vPoJEOF_z8X1M|9xS8=lF?pH=V1JPGDdDZ7y5xn#5Oq% zbGyX^%pBOpH9HlDA~C7@oh|n;XpNBPL`Mt?6283@`yGSYBd61hg<0doXCA+A$D-;r zozWz*IIJgdbhB&4;B~nVO_kCGf#Kc>M6%T54G zK(xPRRNFtfjaBQf=+#|vLvF8u1J|#)q2QYeRi7;mxI>t0+Xu57c=8Yba}`NLbooA# zcB1Mco?LV7toeCE6viJV!$yY4Q{7zf<*W%V6ZD^~+S*{*-YUL%Z3m=&dQxb*#tQpl zb|_9em>`cLD4!x5;#2+RuIui)sA@L>;(3NhV2qeIkxkHrLj9#&b_1(&a+Pi#utIN* z6Sj8V4mkNHIZ@`A6<#?V(3&)7h+PF$i%~kKFz6<5&D`3J7UoRf7WTuyRJ^vKvql`) zc+0MqZ#e`(>HIa}H$_nI;yU|wZ54bxK3AMEq>oP*&K{$BpTVcq!Ka5s)j>VVo%DCe z0tRL#4oWNALyGN=HQaApLF3r#y9?cJFt|4+oXYP3pQ~mbiqGDGcRh>ebJg8o%p*qD zO!GEe{>f)E{?8dUx%n0v);fb$xv+_+iwD%6{i;mU@deLCsVy&L17Yr$>&RA@UwwtRsN!t??|@SN5hrL;aaPW(GX_nHy!mO3PiLCc17=_V24HC zJX>ZA6sqnXyu%p>Blf+U_d6xPvt4jVhKY@&hlbB7 z(0)$Y$4rOmRcu6S3R}X05cJ#$k{4^CNBEHIz6=)#+#5>RvB5PK^Y8Xu4zOoJ+w|phvz<)PN^otWzDt9c)92)V^|SOM zzkgU@5i*O9`m@HjaZjc!2c^Tz`@Nb&z=ZLw^?V|#EFCqTX-Y^sY<=NZ*eab43cKt# zrw^rq*!SR`n6VVNwb}jIdm;k@554g{PhvpCEx%K>@hNa$%SzxMtL}@rSMrkO(tw?6 z>25ii3VdX-ZzU`m_g4wtk4=Sf`Jh=9LJG8A9Jwvc;@9yFm=w$6?lnFG2@F`iYFTTo z$bggVy>lTz2i*%n9i7QE=$?My;r^8h=Vi86Ut-zq8pVNGDs%`w#rN9(10B>AgtB(9 z;#^c3#Diw&pqDU^D)WT~Y_jx#wLhtFi@o|J|0OC=13lW5xRT-D!z)L5Y$yQ2e-JCpsbH=b_*U=+6)rEk@`TnU!mmdRn`0u#XIX1?8OAbS1*jVLj7C0ha&1Y5b@o1-R%W&daQQp0LocN@D5T=)KA` zs!oQCMRB&!8?5sY=9qGnI~jiEPNz%rP=LT)b>m!365Ou1QTpD50(zyNWaKrdpz*kN ztLPLJo zI`ct4`S47jPB0GFuFZlGTdQ#WHCfPGRL`Y(H47Bqz9<+!mIYV#l}?@8lm!(Ilsl1$ zSs?dmQuflmY&dt#OxC+F8;-w{)_gUZ4YbI2;&3(x>QtU23FYO$k*|4EKO=KM;piDI z@#Gx1M-M8?*UN#opEyOxyK;eVK4teyr92>Ms}qaH@}N+%C&~1BK4i6aH};0*!((6d zpzff2@S33txasGEss&Btz)~LEHh#ld=bQ(MqH89Op2>rdAd}5~ym`=R^Kee0IS+z7 ztd1Pf zBw39i`no(=8ULujVVMiEdftvIdvYO;XLs+UZw{zWEd~mNWW%gGT7soicJZFznPVo!qj4V4-C7U?mH9vpfYK1ZP1%zsdgQ zVb*#HRkNSomdW}f=9g?!&j4>lua6Y{4ETD>cELO*1AK?h;=Vnsc_CGD4|_7;s_awq z)w&G0C%9BLn3DlsOX8LdiW#uBkNe=GLrj>@ReKW2x}PG>S9q%4NQIq^CikvW7{C=G z(B~qQ0_QW=a~`;u3PzXmo{t2jf{n{A0{6{Ss6IZ{>+vH6mL@hPH6^6L^}YN46;9Bh zjy5FM`5z6E1td5wU#Ehi(=iF^5Cw>q+t_bzr+~1h)E3T63cUOrH#-H%(82CguSZJ; zxe8t84$frI&Qp@HIYt4c_0yJu+moPS{p~oLpJWgalRqL9O@cO8kuPo!h_LZ?e_T@t z0leq@h!jyG>{Fc4jVdDoht^O?)CnS}JY61%(;k;3uJ$|b zjD_E>Og+($(U3dkKU!uV0pjukMLx#i@F!Jkdwh8WoQqyAJCYd%%vb$e$-2?7UQ%<1 zR9zGtP?&Xa6^nugBi|1cUW|ZO=T>@5y~7|qB`1#8CKwc(t{wP082}&cW*1Hs`-5C? zRCC$OATXCwZ8YKx0SU!zLgwS4z!oCfpUNV^&&_(%f1%K^#VG!&V=!1MTvNaOB><>} z0g>At`NIwNXIB@xy`X2Nsfy0y1HO8fU&=o7hqohRftMQnq1=4RL~u0#zE#jAb(;L) z?D%+|#4aD$cv@QXu)PO__g0WTEV)7PksiX6A8wE}N2t|$>jkDWAx1`()2{$;yA=Xek>IPh0b52_uyns2OEB#p3 z7uIJ{Q}wd_q2zagc!`uRoR?bLcJzoZ(08%*|M=_;pUd7$#H)G$@Yroldg%s+(o<5c ziXO0*u6{js${XgRsYDAQUlasf+^<0@e zs^bC{Yo(<5`fNa4eJM(;+Xjj!X-XsixxlK-gKN|S9OaU|XgdKummRS913I8TCKqS6i6xa|JKzj6TXYJxWJUPn-`N<8hE?Fjy{ z+g^{w*nytmWV}e374Vc)8EiUb2Ewu90$bU&V6<|_P0l+qIMd%SWo~yJXHJZbl3XpY ztk$kkX5u>X{BDdlbi9Ik(yvMm@ET*6BCm%^=T+3}me|*P)C$XL1|x5{J0aVeoyK3; zU9svyO;q>}Z!A;go6Fwljl0)>5jV^6K;h$A?mlYnm`}LHSuyH@gX`YB;Td;9!R?(& z{2K1K&ah5A=e`FD#+1GY<@QEFH}*K1voD%{?Q>uL7l1Oi{kxps_@mvqC}stpH_p79 z|Nh+A9ZxbPq^y@+aCA(s;pZ~VA9`RI=`_sf24j`hX9%J7W@DR1O-xhz|qat9}+T!b|lcksd8~Ur`XsXmvJ8ss`h-$l#yvios~#@ULF|PY9;ey!$(?AC57H3}j1uBJk?U z>wne5;W)Tw*m54VZHp4Z>LED<7+uRMHFZ8{q7 zZm|-qQi{cxffp%U%CTruZJe-mCK}y-8w#c#ib9cC4nYs`DAf4(Qcs5*iPE}XjHV@` zuKEO+TLyVa8zeWL#Znk6&$~;{SX(AFO6m5_7Xm&z`Ag^ljfmF!j3zfs z67k_^$A70c5b>prfT-7F0^XxJRDNKQ_&525%@YC&1^*piVlj(bn>3I@#Gmwa4}GVJ zxS7+lJ#8x)y9@Li|KlNJp+t8@;71}lXi9nlHxbhs?L~ih6EI?vypcdVtL_W^HioYf z&|RR$U*4a9p~s>=X}lm{@$(}}y17IQFM5Bcdpj$xZuN>}Zvr+5wc6L8NkGAl(6PfM ztp1OC<%^fb<80N%3Az3RtnKpBxYg|7 zC!+Dpm#6hRi0B%jF!QjDfD_%y;{rR0cujX_3Y`_#>*z}P7)ioweEav3OUVdlRtCFP z$fz4A$M4%sLfevlSDuHDEg3kDrL;r%JEGG7- ztCZk3~5!1u%jhm&& z*m!gQjX*jHlbG*J{%#;)xmD!SxhF&%NoZ>}XOPf6z-Qss6bbp;Lx%es$oOu9v$l>= zB2J7so2PtC#LK1kb!9gvqLV^g;7lVK`wcinr)0=jJQ2#_bc~Em>{a=GO{{&<(kOMq zBoX&#Ha^)kpNN&b;*DuRN%+aC>&ZV}3hs*%wb^W%h`Ph&IfbocjC(XfbDAgN5R6GrWCX^ z;BC9e>VJP-s6x$&B-C;zxt0ef;byZxF`su(&~?cob~%rN5?3hKyH6+My~C|fz0IkZ zE_85D*8&w&U+H>hT2L`7FsA%mXEG)U9;Q51PR1EXA~!Qjx2cv_RjRikngiJHj+lu=VS0Cu^4O**RY;?t=`p z4cl{D?;!&dAkg{WDg%$jt#?1RKNV{h3;1$YQZZG{w2s7|j+KeBZ@uoPqeNhPj;=sD zy1p=Ng+<^eQ|)A^JBJqi;xG*dLdM zt_DS;VOHs=_Nl%&RfvgVS9wx;t(f?^DshXmDicrUSS{u4VPbWgyTp8UIx6@KyM$j! z$KM%S0xs=fV!ixtxqc%i9`f1s#xj|S5^Kkm#e_2O7JoLK&dk7zZRh7i2Qsifo8!#O zyO|gw|E(d{B@@#O3{)a+X5!BpYHR_6W#>u$WJ}1z$L}4FX7M(2IC&Q=k z_)Qkh_9uw#;mt-iEvlG2BO85WK414^&%tEkgSii@*=TjGazK!hjii|UBjriiSitH3 zA=E7!*EkAld+KImFxN$&M3((O00030{|uLRJeOY-$0fgn_OOdmN=lRv<%uMT(6S;G zT9i#i_FiA#WoGlmcc7xok3>UJvW29jK~@^1-}Be|b< zgwYzgdWn2!O*iI*mFB_4NZzjdavlzEUu4m^F%RF~E8VOl=Wl4@#&CIgkSXuGv}jd6 zUR+}}oKMNeOyr8K?m8^AyvVVkWU-*nHoE&YiG{!dt+dE^7Jh1nv_A@Efj+Xn!!Ml$ z%EoK=#(P*;`+DNvV!r}h`RX(<^11-uB1Kf6+Z1A0kT5kFEJPAjbEVwhLRgu)eO^Z` zL~cu$$(zfCpla4RZoW{60MDJ1urEZ(gKh6NKPkjmVDR-%#zlzPp)EC8S_J*<{V9j7 z*qBo?8_E3rtoth$<+z&8)U<$Ir&h9B^xatuNNMeDgv*`K|Q~u2opUsoMh9}QTu(OEt?x%eg=4B3k z{Z{Pteb2_89dAdC{Mpd{_tvIci;c0%<&&13McC{iqL@qazUzv*wI-<&uou>08-ILU#2)rWiatsLkwn5w7aI5@lbww{Y12XQqq zhblg>QDCuQgrA((-Tmg_chY{OvB0dCd|uEaVfK?8FWr-UeDf3s7uNq%;}hj#%=N83 zJ&g;cH-^PMB%^va9&9H4f0iUix3qCE@Q_j=aFqiMowM-?#vIh&itX+ssY_Yy*-rW` zR6bB&PIJKFsmgt|=He))tMYgT7Xo{Ce9Yg-!{~3ho4pr!Xn3yMsgub?esg*I9!W0x zG)$5Xba9~hL`X@C&cO~#iNP*64noWe5(Y`TQ&`C{zMF$7sZj+5X)aQZ-BIJ6=E5;l ze3jxyF3#RM_T@TB-jVWD5*cW$brY#ggXv(uHVwlGX;o(o_kjhh`VnoOn6faUNMx|ecpFv46HgC0? zxA;mimgP-|dkGiglvr)roqQg0-;Ft^hw_kpUdcM#o`<;9vcAJ%Wwd>}p@Syp1 zzLq_chhf(CS3myn@czi4zUvGRo%-s7VLQn@_}3Ts#&8kV_(5UUW-f|;TX5zJaxond zFmR6Kgx1knD+Mk-Zog(U=tRbKy~ zdrff>(5T$;C!UM6@Z`S=isX9?@}`HkaB(|wLQt9XCvDgyzM7mrr`y6ju!{$a8jJsi zlXw^$EPt<06k}|7_(g4CF^sAcs%O^}gWo%1fpR4e3swvKkVxj?l23KgKW`rHimBbK zCvE*ufLo$!tu_n&hg~u%RKmeP$Q-D}rOvYhqHQ2+C_!)$cDZ!l2UiePxA(NMV`9{Nj*$^WsXQcxfTNIF8bE zy9=?Uc&wFwpb%`Q2M9bf1W77vPk(J6R`qZ6)emXp|Oxt8Q-v< z)V*){7v+}UVxdl;FvtHC3mNW?)$8+F7`k)!{E223n6EFaHF?EC$CAeBi^eRB^47m< z&CAEGraSjbW%DuUp#DiSH4mTN#`EQ^^U%M`!=O$w4~NX#KM2X@!T$aix~f4QPUzxO zh;bgKT|1{2dF4UJOLf(9-#m0Ji|{X+&c&zeF1dtjF6KAfR+Qup!URl}j-YRmP!(PiQ95=c0=;Ns@q&S}t8n(-VbXv*1@rW$& z>3&+#7Mq2=!h#WgSF>>M^5s>j^_fsLERKsF%D|BNcSl9*xJPL&{?+RMaFL zJ!eybq)w(o#Qvs~R&F{@cwZQ-FH8qJX82HgSO&V1YPe_HGH~MQ>(#ei(oy#K*ng)Q z(s20r3AH};H0)Z$za&p075zp&KkB7Zaja&~RePCKeEtwA$6A+)*v0jMckia6qTc*n zYI!P_vsOoN64LNBtZY^H>oj;~b$fB#Q*q7u+Vk3+$$6Z@%G^=2~g<h^S)-o6GZov8g$OOqNx?0v z0RwJ8GIFRp;G~g^)f@i=ts6^1fA41F!rjTpm|l~)w z7f&B9NI~)5LpskjQ;`+A{4o*!{ z7@@h=yXMeQA#QocTAcxQnq*e=DkkoobL^cRr9(wZ^_kZSI@}{C`gT91;g(vXc$YuP zc>iwM02p5E{7#2gO>Y9mgk6%_AWW&VM za~qZhtz_cav8TluPZ@|V^Y=AYW8mWBvgKB!{lJi!GP8n-fBIi)9-Lz0Emt_#FDMZ; zrN`8QZIfWhH~L+vAPI!=HibgbB-CWBeNv&72!`4N!Si-Zgokqb)ms>NCcE>+G|9tx z-p%)3FyMb!rb zFg_9Ixq~}AFD0Qk!Xl?BE)guVqamIL5^*pfaks%N6W(f(i;_vkJ6TlP=qKX9V`(F0 zN+JZ6_OUj|B|+!c=uDqe5>$?9@rN2DBRVi@*}f~}zAdbk?$HvlopalFKYt<$Uzn5} z+r)&Yc2bIll#qG9<%x(9oE^Nk3sUr-oo|wX_+#7tC6ctso!xp_ zjDf$@_|S4qI)3XrC2t?6!C3M07Xy;XcE4u)TIi6dzkej<44Ib;BAWBH$-G*OeOxP< z2*uKt$Im#4Nc114zB@<8O(}EtDEZt(dwCDvGy~0Y+uhztFpwvZqP^Chf$g;yyxV^= zAUMd;AJJigy=r+x$yzcmZKqp%OB0byUB7imk35HAuS6s-CE`=R6aU&-@_ZFFG+&iv z;9-^HhrurL|I12ki90|?vDAK*T75c*ti7K+U(S^d`O{q})OvSbz9m}ak(TF#zEJgG@K`G$5LIZIV!f(FFmj{q#-=;h7e1R3T|JYTI&o2_KDS&?rSKZ zhzd!Xv*NKzSVpq2ARf+DT|<5{6nF-d`z|b_;IHSL;u*sP6l%CzRwz)Bme)|{=RrlF z%4+K;g9(uO;VQTFJ_S=Qk2ZamqhLq9vZ|a+JXE88AL*8jNBU(Aoq_f7sGgdN3#p8U z(%Y^cTLlW%Rn6=u7f!%f#HxZk^8^@wmb<=Pg@RYF!?RBN$0F=>o!`z!(b$7O2PZuv zkruC5PWVNlJ)1Q+9UO_uxu?IBq9U;%Xx_&IN2Bq);^K{!qtQs0SXj-GiG{$gXX7F- zqQJTB@2=z*fr$=Y;H|nage`Vgo;N=fEoa70dANn(ZidTyE1wYLy6XJS@C(7Ep9eIp zB|M2u~Jv z+VYA5QJXElKGHV;oZcb(foJ|GNW5z$=pO+4!y*;z;z0PElZyWKCJ1$O;n3ElA=pvf z+nF;I1pdvn&os*d@jP_$M&=uTJb&v}$~fkWU$*WKC>Flhx;OQgy{#|ollu-9G~R@1 zze;hzUw_!yiRH951wu00bFMuz07g_wl~JrO_$qn|vO2ucJrY`G>gS2}))!-E*1N<0 zhdFn(f;%|D^Y!PpxkFmLg?gCb2~{u2b>&aJaQw`cTNacX2uSg7@1)+qth2MNcB>bb z(JNH+wB6ye`BZ@GVmAcTwa!1?>w+Z1HNC}}?s)%mk1v&cPr+@LWsA{uMBJ=1yqM+- zH?>ZglD0rZ4GGC^I}?Ps{>Vcc>H;yfLG&qi&>tGSnJe^Gf9&I*D0gY_N4nqngYF&y z@F_?!Q_Bd%Y@M@XPE!!leV*JOi4DOLbD6VyA+3PE+&^gmbUFqn>w>#R%*C+$P|->;JE z?z$vS6+=rI4$n@MpH7>PNn z=oAY>hq~#PE2B}@ao44AMKscAzUvh~L}Kj^kBeUJhMAqdW$}<)(r|VtDh{&A zj|7<{c^Q5IR(IpUx9nid^(z#N=($b>8zn#?Z+>e&S+`anyT0^~2@Mjq-Cs6((vh)# z>#6`c4e#8-c73@`MZ&Vk@45D5eVqU4PxfglK1sF+KFXou#?nB~zsfXR6k_aAGb45I z*#3@k7Y26L*fuItm=IB0sW$AGh@4T0Z~;%RHBkbGPD zn8G3{wrv+LJD7=3t{Bxj9Bw4vH`5|S zEZs-y`lpbm3mr*a>)YlrAVc;u>WlZ3Q0Q>g>toh3=xAJ-FfF{D)LWAiIO@*;E0^nI ze~yXB6Z{dox*3>nHv5ZvmF&yb^0_!vQBhW99Z-EF0r_dEY2iW%aH~1Kvz)BM>YO#V zt*jCd5NAXU%1^+8@_xk@Rsx!T74!y&Q*rAUmzSw1=X;=W}j#RCQL7O zOb1fXsc_@{L~lG~wL8Bm_r>F(vgzJ~yD5;UTC~DIA_45TN9_dmQ?cUIruI*lX)rmf z@Z)DJ6-8PX>|=`);3%3Q;pdQmaM7wu)=~+`vs}oSBki^gcj8h?65#Q6M{#aE70Zaod-$bt#CSeLG*ZECq6r z%aYS{QjyBP%U8}k4bJVA9&Qe|kdS=QD8DQn9(L;l^7t~bf?p=f<4Gp|J2u7GSec2x zy-iaN_L;v+P5JQEUk@;~m0&V+!w@2_5DV&^4=>z=!_Fi+#J*tNJUY@-NipE1ft z?acNwsSVjsef9fQe|`?M*qhF8;mbv(X!8bsv0OA6Ci6*={@R9GrS4t7T0N zi0u7phyLYYAm{tr;_zHB{m1`0f6v8P;gnm>b$Q^A>4+&e$%oU!#j#_ z5yGSmp3c)Qg074vLYO2igqf`?*~q*k^+|%xMx36(zc5h__H_K%C!WF~^*2t-jHGsx zkX9M#ck)N;z>0VEfK=R-vl^N8F<`7G6(1IMq?LVo9SupxPT&^;~( zqIG?f7fi|gJGK6Cvd)3a<-!VGgB(cmRSopbg663`U52vEIv-?Iz zdMb8)JbSL`Qz~wS^<019l7_>YPUR{Zsc=v@(X-ty8A}C1t-d}?#66zWmmOU4-dJC` zw4{{*N1F$hD|RrDHMsKDd?^Op{Q^}!|Dt0&xijw1IR>tjxs)IAV?g#A#q7F1d0%1_ z-QK!|j);d_9uB)v@vK$Fd;CKJd^CE>WI#dSf4ui~+erPIs;$XtqQJ0ki{5+51RVLT zv2dwO0+d#Ldb?`@6@Mo@oPvd^@YPEp4h&Mze#&c4vSu8fl;XDM%2;&H?}?GBj6ze^ zA-?eXDBPs?c`G$VK~-+~f^Qe2F?_{iWSLM5o^UMI>+U1RkF@_z9EgPlTWE4lG6qGm zI)vngNNDstG1y@fjsd?W$BRl~*nFdQU&34n!q#!@i|2(xe(#H)lj>oRS4d4)ZV!X) ztbp!$mvCgtD1Ou{F@YmcIN~{0<&TaBR)3PgDD&4)HI-I?KJlYE<7iv`8>hnf{hV@L(Pj3V@Ez#d$ zbPY`dPXD_9dSQpu53Qv-ZZOr_eDAH7GcMSb^j1%w!^sc+)X{zR*y@lfD012gwUIy8 zoj7|I2DNMYYq)2jUDkPP>D%)d5>-|b+kOG>J(}PC=WYQ3>53|`AzfnFR<@y};4m@E z&wlzy@e~mxc6Z^WDr;iT%eveAme#~^(LKdRCk=?rxf|=qa|I;mK0H6Q z#fqp=dg1(d$dSlg?iX;{#)U9UI+Ue%)P<H_K4r~cO|N{y-SpRT!|%g z!gbl@%fw4*@0h~D3xo>h;xoL8*)@{ z5YLv6m)X3#Mi?gUwoP7ogAfttn%9+GBYb!$U%q2td{t&`LT{!1~YzQG2`YnIo)^OsaT@9;oD2j;P+35`HSYok0D|A{to_P6R#0kyT zc!JjQt&>GsRBkD;bUgX&H9A8W)E@_yTKAT4; z3I$Ad9Xw1Yw6)&!I~}GG-N)T~B`2vwOk3$g!!#;!-GftWnoK2vs`mQo4AF>h37ZFp zwlaum1vwM%HQ-+ ziOZd4Gftc6MB7D+&o5*cMEj8N9sfoKks9Yce)Tewh$`3|LNqW4lUCbbS6moGTYtg2 z6fZiFuIybY|B^KtLL;Q2jx)R6>BP&|{gK5I3}U&C z*UYpNgP5IGZDUC?h#@zssfQe$c)X}5$I za+k$#7`Q_rYSo`lj^9Zj{PyQQ5nD#aT`yES`*8xnCoPb3v6n(bYx+p0?20E+QnTLr z%*GN&`Off3NXHNc)vFer)`%jqzn&;;(2OEvY@c7GZ-^m^MucbPJ&qy7?T2@6TpUMi zWg8vzD~==7m-T=A%#I@pmQ~trnu{fr2Q;fcrNIrcZ~PkUwkn1wCw!WI zUX3M8e;-t>8Ke*kn$DVkVp548x1GC`dTGSc4IN|tmULoqV56EY=)`Bk_iu)(=tSyX zu)P1!iR+_o83`S9!u(E_<+VRF;(q`D0RR6K*LOUX-yZ;QqC!SV$gD_`L_;MU36VWY zW=2Ap8CjXvUU%UdSNGc6y;o#ZpR`C;lO$0z%r7BP{GQ)m@7Ed6=Q+=L&U2p6p)(BQ z9UqWTM=HnkB^fdr-CWFfEIA9cu-`xKxsr{dRIlK9_EAv()84-CcPS`u?63IM|10^Y zmDW!|EeAFyd zw!5pQ0Npw$*VeW`MR=Ykl#ba#6n1R5@%4{Fq<5a`AabG*C7f5oT{~WgetZzhT^ORG zf8BW9y&(li?rW5?wO>Ax7})D~FtPxduDac-`CNb=U3HO_oGn25XK)#Ho2Y0pb8KAC zs{qY(w=43;<)gvGR{Kq}xoF?6M7dgQyaBK8IrN6+ps)zX{yEKTWFl$Se4{ZNEeFYP z4-VuY`>mA&I~Q`$>Q2U^i#!x0+;%(Vw^$AuHXTty3fbs}eYfGZF)}iGwJ|4?O+t?b zD^&ZJh=}j`YvtN90y^=1ae9)SfV>(lM{jZy(a^VyGr`+QC}D|WTzH*?Jn;9k7DPyB zVX8W{L!5*nWw~(59Rw6wy-oS$3p|Rxf6rZcE(2A>xGl;Wryk00^QK+kAT3M%C?(K>r!vR7IL>Sahu{54ERhWOYVkNat8)nRGR#p5YRK!?*M z*D(prAD5ep)QCrMcIG`-dtwpK_EVZC>f%tZ)0Wx5$vE_m$s8|#gG0@aHaJiE;*d~K z^H9ixSVR=Fos7E|gT~$B3&WmAqM9#}G$H9QWN#jo`YGKXjh-zEPOIarVr|)kX3V@tU_nXzc;b2z(&5EZz3ihh} zl4@s#Lu(s|dL0V`B<4IT9eNAYuDr>L=nsY8%X%ptrJ)cOLaJEX6ak$o*K6``M#G+M z{l1}JW8vP>uZH1waexMEjFp}xLhb86t2!--@Mu`x+t4=w#+13PzLt%LPR*w-S)%c< z5>jix&l3-8OW*m0R&cQHV{@0?DG{oE`KPAsONRfx&uXVerb1}!obIc4>G0~N)z&p3 zJTSP=Y@P7P1jdp(VMs3%2G2i`{UDbKwizcpuW)CApXjU3oU}~PNG*D>r5q14Z-0bV zs1YEmtF?dGiwN0gb|?hVNFaMa$#Ert3~%xmjdJry;5phawd)@d)=2Zhf=)#Ecx|Rx z8uLxL)Z`AVzQFA7?i@_6M@9yqN(P;zPA|(hWH{4%=se3e3ob1hTrYV`hVnxdRnAlr z3=?FZx|)&Tj03TGzdI2+4Y#+-c@jaIZ%!ul26mr&Bk?i=i`bYH>m%{ zLm_+0KipRWaGLa7-9Ju%7S^PI>>oU=w+;H0@Zn*wP{ZY2WG4Jbd;jWFR3>w zo&$Fup8hD(n+;cgJbPA#S?My_cH(*t)FCrZ`^^+M^5)5!?hFO=>WeMi_vXRnQN;y{ zcOJ0TXH-<;bKy#x_xMHCTp$I6Zc;p+3yyN-f)3*p(CqlS)E}M;mM4nJ76tP_B3CP| z|6D%A?jq}~4&}q2{w z#=jYJr=3IemJj*hsFnYD`DOuJOA(xHE=V{snz;gy?n@BlnzxJ!{P^sztHV00HeLJ zBin_kaLf^;%_0jxigPh-*eD-_ta>VO?s;HUwA~>kCKtq34ma7I$c5FeZ@2^4^AC7@ zmD<4O`O-mx^~)Q1AbR}teF@8aSibeIPM8!MdT$$Xf&H$j}+O$GV5Iegq26(WVN zKIavrLTg~npYXr}&jpyOu-4TP?D9W&FWfrRJ#fi%lIP`Z5X^#hAL@a1jgz{2J`(9z)W`!Z(O zSO2S%W_O^#xS>%?j0S^PB5gN%oCKIaA+_#ZJ2SK3d9J7I4_bq(oI zcUF5>=odN+@SdCW=PH71bHP2H59mN0a%|i6kp?|s&3?&^G~neoATDRppepu(tsb5R zNzCI5Ax$)3vZ)W34AWq>Mrp{|gbsJ{aqqqW9YkmP?;d(Y2ch`&>NBQv_`!3!gmsV( z>nkc2`Xe+*(N9r}!VFP99$}+EhrHI@3*y0aSbdvYxQDL@bVBRvR3owR7*~~6U}fDg zQ`3XD=&=3i{@A`r$gAG zKjhMBZ2XVRbU!&@E1!w78t*#)2JTGQd}i`Q&Pn7kfc z{L#1R@aWKzcnRi_m@$*VSvnAJ=8`(D6oFIu($Dp!BG~iWHhNvF7@RInw970PL67y7 z`dv;%V068=gJV|_wttw6pTwk))iV7tk4gkb&tdHmK0i!sYKlPl?6k=t$zte9c1}Ii zPz+p?^X>zKnBz-HY3GW8n4LN^Tw4SS@3(&|NGgJ^=*oj4qD640k2|=;wFst^lQ{_DEch+heO4?D#lDOUpgm#wr;5{lu$*Or3; zYem3c|H56HQ3S;Fotba2>y7{A7jIoH0u|2vttGSwXMA4;K4L(|fCpcI;#=KR>smO}r!k?;1t5)kIJQ>!d10mrvJQMMf=u%>-p zUPZYS1dlv5uJ$Vh{+Qna9pYthQucTL=JqnEyNK(LxKa*nc!xiOugYO(qSVvy_;T>H z3B3>!Ru01dj@KtJ%Hc1sxe0Zo95R&TKVLAZfT2X$zP@`E@Y0UQT-L1;#BdAsX&so^ zsqM{vRbb$CNfo!d8m#6mUl_lr0!fZEt#_eSFyi&Hl;K|m^O=c`A!$``HQOTpIo2*% z%Vi*ATn%{XhT-D=YIxAWBe5;C23)J{@$KhpL1Mf3;wq~aTD>yfs-LfeiSd{%vOTq6 z!4vCf5K#+v^_NPHvDbmz*S*#9BehVqgUG-6LLGQTTlLU$>Y(Q2?k%U4>fsVYt^HP6 zJzN&%$?!eK0Nl=VHL}EB#Dpscshh zD9wT!?YMnbzAR|U@4lj6$b!H4{?~`Ev%oFwC1>h+7UcA~u1)H(phZU3x(>4dLgubm zvw-)FaQ-0=7Ch_qHL}TL0pXWi#ldP8d^QumtNw`vSFfGu;+SQ@{pvYfF;+i1xRxy8 z$pWQx!=lev+}Uoq=^Qy0ys2tA)s9)%d9OwLgDM6h&De%HSU$T)^U*He89aV?lsi>bb6T7BpNI4_U&>${}UW#=BYYXCNr= z>~|*Yz}@Zs_KXSZ?{$1co@2h%**J$;S4MR>IlzR%eP_PO{a}Jri&!LCj0Hm-BI==s zSg^6~F1nwG1!4-7Kl%ZCiH=~C>y$eKC|l`&!G@THdn9ZWDXb5-ib z+6NYbpXhI6!Gy&}2Q3Lq(-`dp%+u8PYyBUXa5yEm>Tm)R?l&<$%v@!{L7y&#(sN8W zVbkTcU55z@e=_a`V5-YO`>>#$znA$=v`yVl&O0mt-2UB5nTD}oeKJH5M+$#n|A1vrFyS5EX7{Nl3^>xLd6*-b0pf}#%vxgxggT!p zMT!iF|2q-bh51B{Z=c#>24pgDWCEu6?(u8iO&MT5K`@ea#=ZkXRf+|f0V654hS6C0 z%HI)ovJwN_C-R@rco{$$os$)9sE2RQwOZXVm3_Z&8Gly~8bOz$jHMWGlZnSiA7MaO z>MO+uE)2L9TJdMNi~$^+S03_YGq7_?dyKLL1LT%H#WkcE5N4w;aAWZQ-|a+CFQ(X- z@0RWN>f!FXk#{Pl#3j@8b3^su@^{rMTYv#$x`EGmk1~Kk^NLNdVgT*g(?5ON8K8eP zw`kA(dN{g6v`6uHJ;<-BbjbJCVdtGM7HTPVAetkz_!aZAEJG+HwGNa%?Ur$@tAjk2 zl-0#CD+^~9F4>Z%3l?3~Gcs>y7EWxUSk-prw69?;{)&o`Fq1VEU zo5skW=vwelX{i6DQ46LOYsGHywII@XbZRZJ7Ho}wat74a!icy{@5MK@koML(`P4uy zw7dwA|6+Eb;p4Q>7f|R4edYq@K;DkmG$IQD*;9B19eT}CQ4jUL7 z8pc;ZCEgMJY%YgS4-O8VY%hn1SiQ%VFUrB&h09zQ`=5j<1$Wi`Er)0SqS^P3mBU@0 zhP_?96`;1Tzj!>M9Gvt^$ai7gvPWq)VYHU+?Jg5{x z%GBovZA-zQa7nSptrV6{c22&$SqcL0lW~c$rLcQq@6U*=QaEAn`bE3G1d4BGoqac3 z3^zWGp7^I!3}4mxLfVN%;BadtnyFC)bs~$Zg*-*DG&}fxPO=D+cX^mgPSD|3Q%sK9 zFFNoMnY$k77eR}}dc|LEEN`i+-YeKN<|KvX`^&fe{qtjPl$c}=m-HxHKjDl9E;=fSUsXnr*%4@8dq zQk5UigN_Th;Z48tp!_zU`KDa#oM7-`s=6}|`pevIbazpJowIk#ediqbuEgIZqn!;6 z5AAwqZ)8FCgH)S>TUj7I{;5;)L>3&uFKM1m&Vm$DTfVq_Hh7|4HY?AvVG4i9-1=oU z3<(SO=$y(1-l6Q?qyRF|el~IH>ym)?fXB14IwAzsFTP?IA%fm5u5G?dB5<>O+`^ z4ct{)ny_>E9nBEsdsv*T>yi4LBY0){8a5Xk7-H0O~8q%>t)Mq?IS z_&Y-rl*)o_W=e*QGbGq6z@hEJO@cuDr1GRJ5qOq2N~b>%AlW?g!~91AG%IQKpB^DV zwybGo#$h6)Iz;aX6(+$nx7^*-Ya~!Q8W_`hodjiG!79%G5kUWpf#8K8JUHFRw7qs9 z6D(NH={b}PIBUV1{Kh98lvUDqe+*5BsbTBkJX|{L&f--Ke3}6+{NKYKdS-%Q^)K&& zt#}YMaWUe5TZLp2L0Wn~qc9@@u4S@Km#)ME_xu)z zl7I2=a!Iy~uP^~N3thHu3`&AiYLwr0%w*tfkh||XlLD@*0@s}ql0a7W-yinxIKWvo zrCCJ9Ldd=O(qHB=z!jY2CMy>W3Kaj91l4F*?)jSMZ4eEDe=ju{x(-fU|FO5d_Xc6jDCg{}e!yv-I(oL%2kQ35Oi9VRL35H_s0_On zXt^uk9(IW!oR@Iq{5~^8DO@{QTWyMH>>n=FD(j-R0`8A|KI@=p{7Purt9i`|4vGD9 zmyQ92Y*slJl81&C}#{SLGSCQj^3V8`$Po)3nk3dM$4V1UP zo8q(VfriuLUgr%e$zw0?Z4E~YeN57X_-*tw@ZxRlf(R5sjSWo^ zi9m&T%ZGP2g(9a8PR&O0ZKU>PtW1_84wag?^>#9Fh^afh5nPvustP5Oq9l{h?B)(% zyOYT%wC=d)A)aL9%!+Xw{+xu)DE208^-4s4H^109S(t#HyGu2G^hiQd_a*0DVpGvu z-G;|2Yw0L~I8wv?J`>G|Ch3eEAt2xEa0SDI1Vq`$yo%dTz<%-7lKc^Pv@iYMSC0dD zwB>cEm0npUYGcdM*(Zlb-kdR-eR~K9%1itF0|}^8iRa!DR&LGOOA^~hK(>mDCN=VS zq{n7breBwdI@ClzT@y}6B31l0jr&v4Ikum33mHl1>K9N8k4Zs8S<2ZPV(BRH!|c6z z_Y9Ob&Q`A2n29dh)CY=Q%Rq7`c2iG1Oh?yJH6RF!1Nm9(vwN{PxWP{mO35hppC|ss zSR(RHHQcfmJ1d~y;>lF!`nnwo%ILcTI`Y~#`C=Hit5{jq58SFWt-*f>-Yv}?T}E*^bw zA0Cd*i$_PkJu?z&jz>l*c7 zR6`jId64Xnlq#5gYGeNB+f(ALV~v4G%;M0<*jylDn7-C6bPY!Kyi*dXT0y9!;gwih z?@d(EU6g~r=!f2SejPa>>xp!@&G$W#c0@^&hj(VroI`BsX4_(n=^pl8Vn@{u-v2q(0?^4cXo^vi?o{j#|qlGrukBoliB6&fl^et7AM zlttMcjJcdqv`E0S$7Cne%pUMS=es8=amI-Ts05*4YS?CJi%|4D{&By9eI#0Etj`vy zMk7A0EiQdkG3bc@9htpL(a8CnqTxB?7{nY_9(BDDgNAaOw={7@qeo(GKYyi0q50qy zy&Yz8=vGA3aJ6j$>(66I3R(<@0k2aHlstDtHGe|-u< zY)`+O{+*28OtGy#?@K|XjQiDXi7AN3?~$Nja2gUN?9jG4i>({kDnWw)0*aX7GBy53 zK<;kB3IWqZRB7se`^YE}P5!(_-9JP`)&Xydoui59MX1&btuO-eE}A;myzl=CHLQdX zkPuI0Vf9-gA}%u6R24}mgPJL`;}Z!L1l%^^I!;2inGhiOorroS6qkbL322MNMtN%$ z9`Scpst3HvK;6Clo2jcQsL#6S$6tkH^!)eww_98(i0HR%d`&G49k|Iy)xDO6j;Y#t z@5@X>v&-I+TX@n?wZ7BBi$f_WSuc`UOHV}I^m+k%k$9A!bi~OmEfzg!_+1Wc(I{r` z2RcT%HDf0NuHs8CA z$mb+Fb`OLgUhic6v#mGLiiwxm@D?w0N^;kwr_OGOqOX3?G|vZ(ey};$I)5E;c{eks zUw9!izDWOWTQAiAR)OX??u@nzjq+95bkB3IAfb&296z(w>xLhf` zgHzrfD#+UQfd}kC|Bg>qe7+s*F}dr_bJGPvLTm%4_`F~=z2$MQo*yV1aDCr75CDWe z0SU&YFwhLK;D0Y04LhW>x6}lM1Fr^8v$jbn(DuF4v=G+27wZww^lmZN_Fy#Z zYdk7o{UZiUo_K2W*yBLXE41j?w*)YXJ9y1fCIt%qo!McemIl|Yd2rt1De!vXkW08u zGRVvB_@%>22K7&)@&{6rLE*9R*d$7YRL&!8zaSMDQ9DbsZ77cK(4*BSTPyOjWr2YNe2 zEeX&{!8LKH5kc(DZh^c#BrMN#t6sGv!=q*uPM#SoZ@S7=5@JCHo>$jvy0E+=B(s!O ziYZ|;Wmk)tZD)RAQ!@z)&wtt)jP)Dms^{#PCc}IYvAp|D7T5^{b2ztV1Ch?(^6qUG z*lNtuU(b@UbJF$_hl^xjz91^l+DNdh7Vac?i44;}xW363lOgt1rr=#HzvD^SIz6&4 z8$S4U2KQR!z>Nc$${*t?ASo%U``;-Fq&=b)#Ba#~ZT_y4?0d2yrNDKwjdV6FDKcLc zNM!@xt<%8=?q!3no7DxJX%2jTbx1QYngW5rTCVS|=7Pb3X5I`r5314BJN~RZSah$G zkaNq0({|nhgIK>|g?;~~j#EIq2Ks zru^(Y7}&vVP7cin$9IvY-XZzG?M+fUM#_WU+w&3Ibn`&?(gzO>?L3HUwv=mop9cj? zq8k=X`JlJoflo850Myp38!hCiFnjFc&vO=qFfL=BJ;G54QQB=h%FOdrv-DQ3^`JCg!@W zC7{K>&bgLR46Z{Hn|J;#LhfKB!zia1wKcYl*WMRnMs~E7L#YJRt6Lb9juP+`d^XYU zEJ262)GsEgfpE{GOjNR!5ez_j7Dl944!z_eIQZxpa109*M-=`A@({B zMW`3)_pbk1jMw*wM~&(wsF0j)pQjh2EW0GpFt7-^lYFn7-V}mktYa`Xpa^m$ZnNS% z#b_A}lpdHUhUnfS^_)E=_|H+Tx6ODDe8|yZf9f z1(!z0^kol}LCRAjwvxohD@&#Lf0aUTRfk)jP8ojpPi;<0EyMU^_i&jY1ws-n((g}G z;QagUcb^^#RKI+^(n6xGF$EYuo9S;Z4Eo7tPr*I2NlW=z3d)ZP-4t@AVl<=Bx~Pu=(@2&iH@Tj>rs-Og9R;)e zVNcr0_{RCn-dp7qH0%4V^P8q1<8$ht;y5ZSkMwC;{G`Ik%;Ka-A`RSm8>W1mXsG3$ z*Yxh8LMcS2WhaR-ow5?S(Nv7<$1jT^alfRm>})p`dtE{VY(;4p|CvVZkEh{knb5f{ zVs!9~s21#QT)zdJPY~n5>MZ?E^5s%GCw39xe;znYU?UP!%Ck)T!f^%CU%;=n z+l)k^>xFy#$h>zrS8EiJ?`QIF*?UTsfo+eI#Q$Y8P^NyZ`DhLUl1Ec#yq7TWxH7zS z+gUo6J>KJfk;LuYBK*T!=n(kZ8o5)Jj>ghQzCONm{MvPUao{G~h{`s-zz#&T&WS4;FT%%@?e07u?n0SzXq`Uzo0 zG*pCS-_*WGo^N4i^B-k8_NR9YC+sHcfBf5V=0zGtWezM8`9wv5`F}|+WmE{zPs%ew zNIPEc1V<>Y^EwhWV@w^VQ)r+>|x(zrjy~ z@}@tfMLaZwvZn(tDAJ(Wk(bEyreVR|v?6~a9Yu*5^9>X__v>Vv+FO;-u8Ei{(67V; ziF<~O_Z2uCDAUNrN7}JZgMBtsVpm83%hbOT4H7ak&(>antWbI9nY=3)&D8l`BUy#3 zUe;B)Q&p%xD|=_NSTzRr6s{YgRbenh@5tR7RfxNiQ9NE*1%vUfD53ExL~S#_=;~b! z_1rYBIrXb({M*jbnYaqEY2Qto=`~o0nci%|e+|tF$4<6huYtiI*@%xRHCXrTkK}W` z8l<|!p4Zq~13kI-CBvj`YrfNVr+y8VPmITvR@Z9nEMlcck`j{hs3InHhE!LK^G z!d)vUIPJu{Woo<(r76B!w{I!KsVCC89Vo#>V)1^}x*|wknzlRKS%{M0b_Va4tOgz^fmbk{FHLfaQHLuLV59_dMh|1E%|-swfXrG>DUslPb>Bp;SC zMzsy5c_^Mb!MVmW7p|=x=?0Ry5Zz}KIlVa-8(vzSQ+Sz!@&6)|?6&9PU*1FBHLAJT z*VF&aZhIb{&)ju6qn(Fz{?u3JNq?eB#7$Bv8y^dY2DDo<(dr!|!6BT1B(KIFHr(mR z58pG~{2~pPC~tOUilw7*iwCoGT71PsuGyij9TbqoJIM+tEmWClnL!9fODrE$f>h zF?f2*J=oME4pA(gZp*dtNV(4~ePJ;HLfYzvs_$YErffPO=M)W#*63yH4@6+5f5k?_ zuuvF;JdUZ?55e0D+gwepLon(jJU?0&3e{&PHmtG?!@lPK+Ui3i@V#%`_e^pGzTSHN zl&35LO2c=b-WCkS`CBhWv&I9!+rK}#hRYX2yhrFIUG5NN6}*sPyTZmns7>#K1Dc1V zR>1RIz6~ipJ=7-NfH^>BU(=gzDuWQ5FAgKS8I<+5FE>;XdYX|3CcS6S0|DT zLD3413tDOc4o{_Nr<3am-!1%3dFscB)(f@vL&ny`?|R8t0cRH?eapCb>Ss5ClK571 z)l)ZOm%d;8Q2q2<~CiP-wcR|^@arH$6l;FN%EvO}K2UAFm%_ zy1OPvNW_OYX{@yW)JZR*FQINk;wV`^-Npt+yD4$aXghm_x&@K{=N9YSDhEPO=23@h znHMot@_rdnd z{0q#u=}S!QhS}e+b42m;@MpYtf(gr5wY-#fAw=<;izWIz7l@0|ue}4!1BvFE!*32~ z`Vski_w;5~yAs;M>2i$blLSZ1LI(e_MJ;|p2X1{;Rgn;4Y z3xD;G6H*hwyJ{7W6C-wg-n}$qqV-F#cf=13BBImw(K8oKjL5~fiWu8q%6mnis+TLI zMm2p>Rs6v?;vte$7X%r>^~$Bq0ie{Fi3h&$hox=n6I#|eIJa?gT7L1z;EUO>!mR;# zOi>XJsSAeKcE_=zJE52@w_kf&C=#>0?el|)(cs*{DsoASgNyfq(xLo#Z1miv|6oNN zh+!kE__eVJ&<>h>VjGKVH52zf>yppK1fpru@$gK{%}CTqgnG-NUCSMk(L7Kp_%8M` z!Ym~|{E_VNpO@o~ zO$F%dHRcOf&c}3frBa`KKC<1D*62y(WB=_{Jgi^&U}@|lmTxG8vU43w)r!!eG!X7a zDTdSK$xn;srO=XNIUS2H#da0`p9M0d$m#AdpH(P9>k6;je3ueLomS<2`LzTGdRENw zg_NS|<7EL$i!y|?mJYBFokovj7Yx!MJ7Is zgN~Hb>i+vly|J^27>ux^qxPjhXv0Su7_WCv4!@=0iEMwRFR2>_dp<5(O8VVg^h)k{ zM#rUHS$ruQ8IaoJ57nP_>UWv%PMK5PnK@hk?8c_jL@k@jRYYjlXzS*dSXg-srG zgxD*OTj|nqk}yr*LfQ>)9V`-3=#X|=vDop8tkcsau1BI7FttkKS&z*#?8?FCgjE*KurX{I<-OEq-ZJ&>Y+>izCXbN+OHVYT-Bg8NZ6B=ou_49<>*D|?X(kh@O zxo*99RRvVDLe(w-R+0_oJalQc*w#RCw+6)z7n_qVP$_3B6HrzS53w5Avbl6jiy~Fp}hx zs-DRj{S-tQu~wVCqF`$_AFt&i1u;E0TcjnZsO;kl%CV)wk=yyra&j&+#Ty$F$@zYm za!miAP#I>=ntLU`DZ%|KQTJUolwj1c|IVhcVnp5W`)SNwjJ7C~M#`#U@QdY-53-7& z7FTzO@vsO-{)Br9yeNW+n^EQ(_d+<6Wcz_u0X{RY9ryT|k3)TX!mqAZr6hx~q*HrG zdlKH6+jB_DB;!(Qx~GqCGR$7wK9*UV3|AqoD_T>@;G4T%V!R^-=Kj6jZg&$fo-!TM zI~$8#;}@Leo<$?*{`ZegO_A_yPuQbi7J-bhA@kp=5x5oe`So(82=u?YC$BLSfe!WY zgPMhr;C&cwmSK1a7wr1^4mby6+EwOsmxmub*FCbNuk%2HO23EJ#=vx0Hm979nNa{@Q&Tfpqyw z>3kk@oNV^yt+{3oQS)^(P6wPo=?~!bk~c?$X3Lc&KQ|Eq5ejm#V|qkiPlQELCCN8r zG$h3-#|cX47_PDOh!M5B^mj}RLVNf7E52M(gwmal@t;}^Amzq)}d1DXvybJR8@)W8} z*?@y_bA9*wO$5bS^CKcjK2>basVQVlsO8igT|&1fA}*!1R4AP$?1gXLu(?I@ZLP`4 zdh+~6x_VPr1ss8tMCY=NKdjN$Dck9&VFT@$zR`e(2MPC}9#^p)_JrI7_v5#pya}$4 z7iX$=_z^4bKZ_9B8Av>Tl{h@ub&hBV4K4EG@gpcZ;#ICRc@a|5VY`HCPZ1nq-2BJ- zxrm6`iL+hHPC($!oG0O7j@ASAQc)?IXx*u*+UCCxtyi8F)vwk?tA=>$8({-bsC~{B zeU|8BU*K*%;e-)>C2#jaANcmJwx)QVL-V5t)~;91!zk)ZOPSYs3`S{v^PUNYZU=A9 z*jOM=-Y@MDRtQ4tnC!(f_2=<-(okytZ3xo$Ih+^Q3&$!4-EN2KNSO5P_|ZNYg<5BA zmm4=@z~R*rAGA3ZHKXZc%T1%Og|Decc}W!BhR_>*Ya(HkdFlQkjwr}{2;egL8->js zU%o|D$Dq}DLP%6H9?o3+{TC$?aY*r&g~CiS${r29uR5NLY`ME*TmL5E_tdWNy$6%9 za{m@Dj{AwYDw8excTEy1t>QIVZOKSWthr^Tl?wB)D~|GB>F62As-X*KLhG=PY1gGJ z*s#>jOZa5LlwVW(SXU;-$F&1J+cQDy;PLiQ%*5)rCJ!|defK`No8iOPZpflW)^tnX5-2~aqjF(IZ$W#msaFugY%$+)HdfV#0~O!cy?xD;pIE&A0*zp zmhwTK%o826vtX25cM17iar18$)Hm(xFU!b=$tRyEgXSD4{ch8q*UQB#;)&RX&}3m4(q zqvb8Hm_l+aUVxppe?Ij;Er5xXz;+w*UYIE@oKapV zL?0#cL)cIe)P<;dddo_%RPxQNl42?NBYx)W+*FFEQni&!J4&#xMBnqML<#Di;+Set z3FPIbKJ-2;!EAC&z`O8Ls7jmZCWn{7-R9+4x)TNEGAo^jS5Tq9{Jxv~Gb&=vmL3Q_ zK||XS$L0}3@?IsZVumGXu)o7FWcO0R!Pe`rWm7T!Iz~N^Nkx57h+g0$D(>As_~g@G z8tOYF+!I*j`yzi-ZKr5ZF}w4M6-~!~r^e2jb<^=BclCoblCO^PHyL$3ra|IYNM(jC z4T8UX{FbTHuqEz8p}#NZ)qxG1LTkB4(x#_O;OfImgd__g%4?4)g|i_0 zwBwDRC>xJ6orf!HNxr!%-KXRT3*U47YnJM;;Gvwp{`;=o_u);qh{&Kw442ZS*#m4!THGBI%vmw9?G2!ZDLz_>w=jly0)DHz6Eca%k zhw(N1jSCCE!{;8HXEQO;{KopFITPnKj`Tm~WWuZ0;3&ril7Gwh-u$jgJ`d5`l%>W* z=km}v$Ae6`|EPPYS4#5qJ-Rs!B23(0mg-2`%RqY5;@+so8)*t;zF1bFNITh| zOErG2`Ib(@i}!Qg=l)RP?0A&MBb zi-{OFrmUht``7hNHy%?FZ4zA9L#2TC_k5P%*)kY&bh!_@mm;LdG-!=s2?9sU-|^QL zBdJ9%JkqilRf0bT4oj9Gl^WC9d#D5g=kg`K)s-MusyX4}r(*P#OD!;V7eV=9_qQDz z3vry9s93hN0M0o{w@#$w!|waHD+(U@$hr6DXjM@@^dm2Q@*c>C@$b_a)7$g$s=0li z5UHzg&M#hWFwVv6fhFa-t=YK2(?PXT$ikdD^;vC4CL&^ZpL$wnLf*!>)LJ4=F&Y z#h4O}eKrB;dv;^)a)J-?{RS7FDLaFr*}BLjX$wkwx6$kaBiK)C>|49+C^%Ze9U1Yq z(AMb{m-_AisjD(uoIiQsq>Y@Q%2y9iSULjiN?VL<$X)yK@KI29+}yT;VT6$bA`&)l z%whUOaJ1n7hDK|`}wT!fZy`)S@!k#Ma)Iy4y-gOB&p9``37Fg_3Q1D0d z!e%E99)B3!E)|{@@CUE_*hWgcKZYo}pQM(Y!~XyP0RR6Cmv=l>e;CJaOEe`(5*k(s zNvPyVl!_vfmF%)dX4bX$zOHLsciE92WfXlBNu?zzQb|KH6D1YD``737J?C|v?>XPk zbDrn@w3Q#UKicODgRgmcM|^zHAV@eq==H{@p@*jH94 zJ1BPL92q^=x0dBRjsSV>uOnC1L__!S2Fb*f7?jTy9!y*r1A#b`X5vc(ZqB{UjZz86 zldek>TV}|ZG7$f`^inwJ7kH(eA|hZe%J;JSV-!@ZT%>orh{ZN#<*1+ET))4DbB5Q)5P-^Gc6Pp?*I%d!}#CoGs>?~BH}O!bjF{;?4G!e6ptG7gILpD&Kh zCg6S^TTbX)5=c7v!TfxwD8BQ>ckR^_Xk|A^tvi~XSb(r`LVWl49``qNQd;ifO{oq?yR(t;aHGjV%Q&y;_4>16p>uM4<>72J9G5*u=IS|@L713Q(RSt9 z=&NEXx|b@ph#$!YTh?Ha=M@^!6{N{eHQ7bq=&jbiWUCh4& zDJmuf2#+n7=I1NGz39<^jN$^AUEI6dTaOM)dE(%@p{S6O%FqdrpWm!4N!KUVoSg*Piz8j~u!0y{z^9x9?1t$LGf|#93fo&C8st zU|}pFw7lI*%+^=Gi?`Uqj>X%-X?Vx z?B6R6bxW{NEFI(>OlE=R^(W<*A{&z?FBQJrW}`v>jtxnJgRVSbu&P%@I(`G~PrIYS1FBV3H#OyXrFmW_Si$rT?!q!l*x6FqL z#p}E0H-HHP@4y4=x!-SFG@<|ZGz+WC=ILJ)Sx`2)-Pdr6>rbk8{z5YYLehaz9tRlU zNq&2}eFX#ZAGWPge8J6+UW3??=|Y@}VLo9TV&IPCt+x+qxPIKPd9;}8UqsRU621Kl z)N7P28?`J%*i752M>2&N$(4LHQccI3wR$OhkGcAcemOe05dPQJN$$!nM9Pex0>y=a zNpZ8XgiqXfvwLJNa`UNja`t{&TOs^Bo;K;(6{4-DfKS(eo3CSZzT{jw96sK54mT@= zy1&q{+u1@eTP~Q%Z}^zmm$r{r7vuBxn?Dnvl&}XGg*Nt@Wj$ z$`r74O9s}MQ4qXzqndXR1sRGDT<5DZ5SyC*NFgQ-{{;%={}E3`2|fq;i}!>k;OX}7r$l(;u;%xR zqPBP3y1(vDRbf*!?AbgrPp6_GChw;&cqj()XFj&LjmM(z`{MoUXNo_Yw z^XSKAO?l$e(JwnH>wJ;4?%K#`sXt_PX=XRnxxtglx8!v6IgowjhxWG0U|_b^*uTk; zn4JCRw7lMg&@4>vT^eXYC|X%F`zH+ul4X6X*`noyMDXbCO`XP|d2T-1eAyP&O`cog zzZ-+Z>+|ry?>P<6E9vy+H)jc9;WHlWzqZ6{5hbg2W;Q%$9g2 za=hkE`B{P_!QWiF`kMy%j&n@EvpFUuRIi<_;>JsQd!%Df9%NBk@vNd0L0-Fb#gpes z1bJ1B+7BKHVlqYZDK;2@{QO;~<1R<2^}jgy?W;RhNvu7Q_U$q{FD`1j@*xo9bAqzD z9w87-Xn$xp?+?9;hEm_=FN5=Zn?q)mH^|P1mQpTw!Lz9K&9P7~1c(*zy7PHMd!_M* zp47___E64~+T;Um4~09IyaN%%iUihT7eL$0VU%6ky8`Eq~ z2q(u2iWieR%zV5t>-W3O$L%tbB-ZipPy>)}<8|ZAMeg%zTV2yz$sk4as(gJChDmw{ z=}<~Af{RjWKAB!Yn$_Te^LPBw{nN^iSHKTfDWBUD^nB6arNAG2?+SP~23qZAhQe6D zI_0%&IPPp1Hr2%h?`KJi@6()Gsgs;?5_+#Q%e4k50b$cr*s!~$p)e3 zev+t`aR}6%N_Mkukn#T3ji|MK;mCJ-`uDR&G|bLA|Gs-Z4o3!54=hhlK#5{;fQ?Z+ z))qu67gWaLpP-SOx@#v@Ol&w!M<{kyX{ z>8M-?3Tetp#|oo?u?N8!i1GQAyxJ}k`F&~?d#MyIH?Zxz4ZhSYoQjZ!z<*%7gTN#wrgt!sMIx z@a1E}S6Rtn&wLE}c2($KDZoI%V%c>&3K8fPAr>dj@iL>#v_~qAb3LExm_q;?NvM^Y%&p+S+EBLw)u~&dLtXp9=>lrV9Z93BIow?eO%rU)R(>?#)ibloJogD7O3(w8R;%u{<6F~ z(`v@T*8@4Lcb(<(&}_jQ@l+B~A37`Z5{~rp9#f@*6ZXO1^hgb<089(2YA<>N#*M zS@F2ECmWl-e+rm+odwy%KZ(3gD7fMNLf}tlCdi8}yxn^*6FttPEpO#Au}aeCxzpiH zh_0E~7b%zt-N3W8Fs8Lxd*?6-+= z=d5wjj*DyJ@G-8@q55VlmP~}(8V|?fYI{iytB70AdWQW{YvWMa>R4LDO2Fb*on3oQ zBqHRndT-jjIGE|gxf~{9;Of~uQ*9B2JJMSFjP0YKcZm43eODwRqwXJekBdUGZR@)x z-YD?9&GhaXjDqEV0eXE2QE0U-TUKrrfw<6ixzO@p7(X^M=Tq@V^}C%5c|4bKY5u~y z!cWd1H=bQ5NL)l51()xKT|%{;hW+1Ccf20gGN;UWLQ#SCM%0 z^S7*_nfA+yFY!3Y2M)LG(%KH|Rpd){YcvV6;cE}Aae^Q_b=Ij~*@2e*0mDPPP9SYe z>PN~8OEjp~P>bJl`)%*d&#j-h`!#MpBlp7+5}ZGa(j+uNIvzdzN?sbI`DZ6EcZeW$ zsVs`$f1DtDXunDw(j{8HPR&G$s}tnC8|3fK%3&b6ZMbswFsu{(2jsVDq2)|`)|{jv z5m#k$OV-z#kZJPvZd-3h=z6jqiE)*`xrX;`g9Sl;%rQ2n8WLpBPWR89J5ar~^PlwKRL(k%~4g=VOUyq=HJb}5PWK0WB2G( zC@4YMJC+8K@#J-5)+W^mkb0(*OKT%Ri5S+&V@0F-7)&MW;xNd+`EKCSM69CfWQp0v zqq@`T--|7=IHA7mAJ6L;1kEgaK2;opk(_NEr!!-4;(KsodwLvB3|y%_B$9wL=>-B? z`w}6@A(`5%BqOvD8tP0szeds0A*Iz@07F2$znr%&9YfBKKKU+A16%IK{29Ge zuEUvcq@pA1J`duZq6P z+v#|*eZQr|Z91%)CEmR+D#UR)=^zOs_XuudPu4^F#D~ zMTZJ-|06qQ-N6EgJXKXL7o|g(M@PF&yAaxf3JV8KxpQ`8o5l7)2Ift>I#nE*5MRHd z@3SNm9D&4F6*n2M_ZHM#yOIfkI5+kMGwwXUs9gElVK@zaW8EAa;63K@PrL~8N6EZIS`lIvL{1+5!vTdq!F$kwgWKim zKP8^Ak#WR?`JtSR5R-NMD%|)rR2?I+=WH~~Ed4kClMVGem3ya>Ir!a0_3i)1foRgH zZ+qN}aLOn^b#pHV`Vn!Oj3XSx#5{HRJj=#uUXt2#TQ=hSZf~@%Vq?cjnMXR^Y>cl+ z;@dvQMtg%%#h5b(Q+8@yO{5}JiSjRL&nklS@(YtyJBlE4eKbTciG!9brm}l92e}Jh z-|)9`pnYWPuEb{?2yGXQ4Yw@d2qAWyi+mOrQeDbkto5Rd)j6lnI+il zC0G#?Qi5Z)(tKgECEz?59a#8SjJ6303aX1SI6J2Ep}rW3dyc8R{9B9__j;~|MU+5u zuU|%Za|za-AFZ+=N+G9CiNCH|ivMP!>sQ8=;0~Mg&~;e}#*QfG=!=xV`M7|)`>$e{ z)dVd5tyh9U9{x*8-2F|t$CFx70(mK$5~*#aF!y=sko2n*)oxMsrEO(Uye=zr;$0cG zeRi_zv?;@Z?sw*v=gJ_sGXArOG55aRmVpA_GMGf_D_m|Y!&Q>cnCZVV*lS%YFVHH7 z%9+q&@nz*;RYYpM5KBf4Prd7> zBT)Wt+y((Ueulb|CHo36H?w^2LT&+awz)dm7!`mX`Gj4SUw~yfoM1H>IwrOY^n6=E zhhzMUzn&)fc;H$1lgZ8k`<9+8X5*?4pO%Er;E zY#1nI@O!({@Ymps{PSoU?uPh2c~+W@YwzXE>!hjR+qm%a$9D=Gw9_4r^HH!+rhk16 zxLo+lb3sFpf^fRjs*p_-w9FX(8d;Nt{2Xo9I)^M=zP9jJGK_-NUj?7@lxLund~)@s z`{_8}WjOmgD-EuO%bP{b(%^GWVdu8|RL}xvZ4BemAmnPAG|Wl^vs|E8X>B@qyXGyH z^ra!le#}ZWC>d)$zO8dmiAR_DScJus7<_)w`Sj({7?d^aA1zxSje9GHa-E%GP_mCq z`^e=`vF;Zi@AAcC1EW{U{CYgXNyQZ-!tuDjccVmaX%u9K16xPiBQP|*vobR=92NR2 zUs8<8$Zh(1d3$CU-0$DzjK2-TF22WZX%ES$ycSw%;Y-Hadp48Z3E|Ki-a2Y1 zcab2MwTa79?TBZt;}RmD%n56EVrSSdePXuefqISbMWTZ*HmcL}GLb*&>HqC|0O9lL z^D9?_AYxkd+~#A`Aw;lY@%VSeAi^iiVlbpLkeEI)SbC_=m#_~0JwpBKO_0JAno`Sr ziTwPcUy`jMMEOGW)l&z^#4gK7;fIGKi0TzJlI0o^MEB3j6(dREM4hYN^IADFVOssX zL6H_h>|C@&;M0{r!e>df+gF!BqT4VG&)vd_e>V1#p5jr&vnfM=r|uX+{(GBWS!gU# zu#~?-r89;YIJ90|)-{??T0>QnSRF;&oi5v;MT#J{ubfggGYlsp%#-%0aj#dM9~zgs z98Fko-0b6HqKSVz_upOl6Gcc{&i_0d7(w*d#7FkFgc5S0E}C8!{E6zTla2v?Uc{=k z3m4N3y@^%EBe!jL`xBER>6>hneTl#0qXsV@_!6rWrk3yT_aV||4N_{?dl99Vge7W! z*%PDq2Ni>`;w)|o4OLTl5 zbMUG4CjzcLO>uf0K-j-bzS~CfCp5Q-JF6sICQPMg%s*asCQ3WEo~tT#Bz&%{-5qP= zO>~El6Kyw7u8LhAMriv;{Wz!;LMUelLvvQo)}=fujl z*Nwu6*T1zpbQXsat9U!t3mx+()D|DoYU}kRW*Jtj;iI;MrslcB7N)8M*=4-!_@kYK zX33`h9ir!m4$iNMSGygEfP}j7pwE|xYJu6vs7X7bg+*NvtZB-fPsVqw_m?56=ZYe? z9XOBa(k@TIT2FWm34S}^>;r3wo9fa+UbqyfL2)s3!NBhKr5-I#P<-nkF>U4s;d2^W zF6DY*GFg;YwZIoNw$2aDQ-QcExn6$w0yfhaxILfqf$LdwX;iraSfYv}LIXv#V^JOQ*p3Ew$|Q?+j@A{?a&Vl7UYF z0^dfLW#FbKIXaLx0|Qg5*WNmxftZI!J}NECM1teq7)$d^)F~xd)SjV0H{G{y=28Zx zx{Y*nwx&ZR%)0haNE%LddTGb~mx`oi(*^A{sSt7)D_Ii8odbL)_fb01vHMowm;rw# z+~33tPM_rt*8%t3*Imm*u50(->$Vv<+Q?bM;_h2zU-e+CX$DkCc1|yTW9nX&3St@q7XNxeLHjae2buL$*sgGJxcVy_M}IH-#~YV}qP0IMoo%_OvG6eX z6PSZkdwyS!T{I|v8nDFh^5bx^P+98yKBQcVjy?VKGM2z9d zf4cdISTZF3z?6>7gJ-8sJt{=Au=9LCJ00PZbL*KxbYv}W{gU8Pfa@zi^KZ5q|Ko}r$MF9!{9+IkpY80w-<&NGttzSp*3jFfR1JU zVS_`3D7!S_!lO|LgE39g&}llp3=zin4d|#!;dQiU(xEv#b#i@rA^ryd0RR6Kmw7nU z-xtUA%}#bjmI~RTB&5id5GtXRBqdAAzLRb2jBSja88c%RlP!A)N3@_qA+(4}31zJ$ z={LW>Ue7uAoO{nbpU?B$^WN*Iksmxof*Xy|HoER)(5$ya8XrlpCK6l2d!Yn8b*Co& z<0^p!qG8r{2_ocIDL1sT$S26?TH!7M$M(xzoOepVtLx|MsV^j08u}Y{+Jg*V>)!|N zvLJzuq1u!Xe+g_X6%KCkB7$)jELY1A!Ch!9N!gnSA1_Y1Y;!CDvn%0q7H3HCPfBS4 zZ$bvzYOBonM=}V_YN?yENLJ-;vzQ^lD9prvK0yM~`Xx?-q7wLY%tQR1A_+E(rH85+ zBw&(Xk@meHgN-bEZE_F=3wGYtX$B}nC z%M9r7&*1Vq`y@I@MwD+Cm14lZs@gq|UNOL~@$*|TYX%&ie=C|I%YYpmJlqn)bO`Mg zeG*qd2Y=))%l(fIU0;o_#C0;@ho56KdtMo+ygOe`j%LF2idCHZHzqLuW9sg)WWuGx z0r*;ZCMYcB1*^(2A4@4)xpN2425@4!EM z9qPbKCT#UDy3A2s2Blg{^ssscEC*k_wwHqeYrP-s`^j{WrMjx^&}ZF4tgH355gnq| zcMXSn(1ENZBM_QRhrN8FY^RhN5EFZW?Zh-46saANj(s%P-(;i5@rnu&25eW>La5MU z!JacOO9ca^# z&3!jndrSfBLA&T1-^ie#JN5g#6Bz>26OUx=Aw%*PQmGUd8TNh8_=P!42Ig7m6FzQa z5ck;1QSU{DO|Iu6GM!`~B{j)(5Xq3U68BPDPc4?$6`lU&AmK)`2N<~_-UhlSa9dUSF@vFK@sXk0F=9XfcV zh9?iw&+Tvg5S9n?+ny;*4CjGjTcU^eR1Va37h)8~@ep8Fc+JW=3kWw4`-o`b;9Hu% zxY|S}q&drVx-DhGo||67H?48--EeLF#F;GEEOK&LEX{&Tr}M2B2zY4SD!lmE5eE@d z!Y0xCGk_K#h$}QngVR=i+f^!3VNKlf*HN)lV3(GR@=;C&-_J%?IYz0VJn6M$UXuov zm*wuYD`ddi`UG!3FD&R|+4r})B|uK5_cYBS9{SGs49&lefew6tR81oWcCTNP)l-WF z#dCVvTBl+`M@~JG#2*LEf~2qGJ#pZ;W47+9MjWW=9vS3Bk-(fYwhZA61vdL|-$Ab+ zh=}xmmJ`Mzw_M}vH~!G<^^(0KBM7vVj=Famg~G7=*6V?1BEY`+t3K%f2Fz~lBb_n~ zhaSh!Yl=GlusBJ0@nW|t2#LB7!kex^P3h`grSfxtv(6SaaJ>K+!g=ZFRwEF?zC)|w z7oq0O5Y_yw6=3Es$_%tP0vj)7N!oKa_-fDYZ24`EboUmC9Dd=3Ts}p8(bM)tJ%8G1 zP9FYfGSom8?;L;v8>Q~@NdzE*#@D^hlm2K?Z&BytF)y^HRKF5xatoclIqI(ZE&%n& zX$~tHhavv=Ema54MWUa(A6;sx#~}Ouetq+53}WB)eQRG<6gqusv}BKRB&MS0ppWf*+1WAiDE)DRh~T|N=cqJPJ16NM|0W&f5`<#rN7B)g8+D1`nTBxlx6~pzQc+Hq z%<{Hx$*8<_#&B^Y5gB|78v0B~K~eV`?`+nmqMs>cQm5S0&}FZlZI8UtkpFvmm#t4y z(T~FOXK^a2h&Uainu$q9yDo3bAjZa{`=4J*FpXmnMv151UrWF8H>t?{w&I>V^C$c>k0Go;izr@^hU>((P98zoN6I8Q^ zNB9*3U1L^1+Z(9|O;5)m5(i`aJ5GR@8@=4PVA z@;fV3r*zc5)5O*{28)Oq@_borNhp}po}qpv9vQvz@)V9uK)u8jU2lVAv_m$ZR^*q2 zK3z>PP!CH&<8wl3ye0b z1`(upsv1WlVP5$2P$W4N0So>nmrL z2+^Rpx##cEw=rNf#CJNTDISd0+q{LvlHj3*oW>uB0|j$yW%67M47XP{pFJGQdIwZY zzEEQUBNJ%9@FET-2otrHZ3*z~i|s{vTM`VvJJEGhIu)D*wlrPBXFyKUjp0Tq9Gq16 z_+Uga11J}=iu+!r!K*nNimgTlyvq=nIp>%GZE?R^O-|wfuCLOjZe;;O_p#XgNjxy$ zn(h14pA8W*DebMixgbYTI~w&n7aD_R?RszI!1leflUo$CfmR+NXr+aR(0Wd^$l^S{ zMXpF25Br{;eW;d%2lMAO#2A%qc&M5>)ATeO?j>uwobA`2eIDrOa4!~sUmKqFxt2ZX5J0d9nctfddj%LlW;^9%dV*1#N4 z{O(6yXHjDQcVUI>Woj^&LN*wYdsq*hG^ zGd&NR^dn>_pLzjON6B#4EG)Kz#a?VlQ%VgP8dMwaDJ!z(^ns+aU4ax(#Hc%q&Qf6I z&rP`oWeObn8UM*cf(+qrV*aU~B*9>!l&(fa31|@pG2<*Y440YCte1e4PW^DyXA-0z z$$ZzHNrv+kS>(EX6xi=U6FL<}fxB)7l)dlBpr(*yq{zDOmAufeO$KDRtYmSpU7rlf z?u|Nj$zYMKxg20~`Jo_;BXC$z?cD}O04 zugN&c9HBt#%{Y8|6$N_r|NcBQM1ikjPfG(#O9A`erMo95OTkO&(5{6rDr{3eeceNp z2G_03RXUE)fZ6Kfr$wfM)l-F$i=0&O#qK!pA1mIF*Cz1)d3Ied^l>asSlkeZKTn0G z$u+M&3Kg0eq0()7G_b^qZezPk1KOP*#_QrVc*f;)1sg#H+}w|uix;S1cX&aH%A)uC zg*`(&to&PCP!dUn`PKak;!9Mhz88feu{2m}(ib(Br-K^K$n7s{KlbBnfmN*i4#XbX zyIqV1FVbVyPtH-{>Dj;Xr($UE#OvSEsa_hC|HV4raG(Q&x%K>xqYPN}E9+G6W5BzY zBR-u$3~;RC7PH>XfO!djvmS8WMnV_n5P1iG$31fzGVv$Kqu)M_El*-aCM|Wd`N5`2U zDgUtHP}3cVmf_%gU{nsS(!)X|u?h%p=iJ8RtOOPHZ>PnMRe}=R;G*Pzm0(!=H;u=( z0yss6b%wMnK(*|F(`Zx${7N=ILFBCju~y-+pJSC!+>_bbs$B&ePo|4aH>$vO;{L(s z531qHAA6O~k!pAtc)`j2Xf^x|N}yfTtcL4h${(H-R>K~Np7Wbi)j%G+_N^o6E@*Hz zJ*Cgyg?`HxekWLRGdlco3mrLES2IEQ7;idY>4hd8F~9;gNS zmz>d_lv>c?X*L{YF!ve(PCV6`&p zC48g~eu+xAEOOPcbb;9Y&X`&-*09ZewyhR66#5azKn7yYrt+{ z*i?sQV;BtCj*1$P{Ny~|+E4?b!x{a7?KSXy?$ykr=o*Moyyqn%TLTSTO&UDGcj1P@ zDu>NrHOS4nAARgy4F;_{tm1-LHly)d7OT&tSq}pwzE(q)Lw@H}*j-q3Jon+3$X)Q* z9ho{PQw>hp>KrBGRq%p=aBuvoz}=hjEcSCHG-S!BxXf09_D}7xX^|>8AW(fJ@>&)2 zkK*k1)>OgBUuDiSfmJ|}O$exTtptW0woR?H0-!)|PKB!i+CK%gM&*{n2KA1+b6z>D z*ha`$b(Mq1H(Bw!KgwaLb?@`{8Wk|Jzsvc3P&qVye|jY`7HX3+z57te!Os7ZzlKtkX8k!ufNNy9hI-p#OTn@$Jh}xX*V(d*DMUG$jfe zRV|l7^xsgkV@)jG{Y1{bMT`nq-K5W(N>o_-=YC6+ho!?2w&SQU1;h*8cQs~^q4NF2 z_|uuSfAYj-CB{rh;9Ae{ulaRo<{3rKM9&~Tma6bT-vj1Hf;X<1hc6_nT7g!Mw`;>BNNs1-s>>zPwOO$%9b%-oqiu0nXA zDduG4SP0`s{=4o|3n^>n!LS|gbB=Af(77BQ^mKm? z^lZJSe|#<*j?6QSCX92ykna;_x+n+k`7Fn;;&S101;1seRvt8Li{M(c%z^7Q$~RSc zv%zjn{JD7x9=u^!#a9+3)*h>+wBjLhAmvIme>TXz`N=nElLKd08m-w2a^c7axBA?p zc_15FQCD?72P#Ga4jXsi!RW?;#}!g|ctnUF}0-hUtx2mgtBlD@scL7$w*!qU+!=yF$c9ra3wuOZxy zM^~^A5$&KX+nEAvwE46%pOQdv{!PTBRT7Z9*$#AYCd2kqo*6e=lVL*PyMxs|EF{j% zwqEPP!eXxY897`MwDMhiVO}2x>j{|9QLk8dJ=~cnrW6B{Z+Jg_4v&Sp!`vY)P7%7k3fMPrb3POVMxEZfN*^#1a($R{M7CaKsisrLaZ(T{bXay8tMs0 zelGO72Gba%C3uOJV;P5T+Z@sU%Zx_@o-1h&f5f53Px9;^e~LjfG6(i_#$k}7gB4Zl zYXnkLRTtivj6gp!q}2O|W6-fvGmnx|oHKp+L{#?rf>=ahGP35{s5VhgLfh|P z9(egABJUGLGx>KDkV?Do$MXj9NN+=pTV-E7vecONlA1|I9VG%B2^MLnz>w~=rz9Ok zI{FDb{gHvrNxwNr`<8*~B{Qs2buy5*?rCOlOgh?poO9X4BNct~Tta++^* zPes07t(#r%GSJTP8y6LJz^dor=OsgX6j%XCN(c zw*E3N99mPF#K=F!AxTh4j_GJS{s$>bj8&(fQ3ak=S9M{{xs-@>r2lx&VWAgT zg#W5EZK9cs&g8N`U>e4w`;{N{b6aCj@~&2=x3{BEd#?Ohp|lvJc7W+E^F9tW2h4tZ zsThw+UW%YZp*X}-uU$o3i$U%|biMG+D5Ujt^ZHh^5cJUW0{w%IKf={2^{M*aKvwG8 zP9O2Th3t}5Cw|rXBNzPRbS>{7G;^2~SkN1ca*#VQ_en5nPRozLH~Awqj$>xw_5R4r zL%?`t(FaZLJATl<>IQNjvyT3q=7M~Cvt?K2{Sb}k)Ce#0HtGvFeR4nvgHDK@%e*fZ zi(b>ER^N)op(~ACcyYg2w1=HT@R@EbD$a5;;pLA(-m@zrIhz~jXZ@c zF$v0%C}QNU?Gw9DWLMVdvun^7NwC$cJ4d@B!^cSfs+S!iuRoeN5of~E9SathTlL|Z z<~;}TEf&bI#&wNeZ-r{&*&}1_pGT9rqU>worx7MXT{`5sJY2(JvWz8c!1vdF+QoWT z;AR)cJ@5Agw$$GzzHtV@+OH_ig`fc7E;Q$!)bRynhx@Oiz!#)Te*1K|`h!F5j;?#3 z0)TKxyQ^{%u#L9F-WGRlz~5 zYgZX(S{9J0SIJ6-*`OdQa_P*u9MCarzxwrlF6_U3S8_Bd51P|ff+_-YL9GtE>2042 z@u?RUqfBxk&ONYs`Bg5|NWO6Ak;;Q7pZ^w^pU(%+_frp5G7I2QY`v56(?YPp>EbGP z6oGoYAbJp32+5Jx(oA0#fcD4wPY##@80nXAw;Lz`-$%RU)}9x@)!TL(*6oEb)in5L z`$iFHGs^Flr4Yd8S1zG7hh;QWfpE&_jf;uWY&>^%6mek7&cxCxC0@ zgIj`|MWB=KCfr?J1O%Oe@ZC@d3D)7k(}G2C-60#%YKp**nWR3nSPZHmmx&S@L>O%g zt_|@nfnDuZ0#7kSm>%P)`esCcpDJq$66cHIs(@$EWA$ztiZHs}8 z%Q3U`a&}$N@a8mu|K&dnd zaAnInb{u3-_Gw!r_m{x(H*T={a6Mcg#(fft#f;yKzBaNTNo%zHltu5J_E6bz<7*J@E)Ab%+wX_{&|LoJ1W0v2V% zN2##)4dcPoZz^!&-_69!(qQspbVKbqU)9!w20Q&mu>-6+ z(q8rC)e`Aoq;dN|xB~-**B=*+X)#~}M-o~uqyuN2lzyT=9Ts_JWvdnFKx12x(ez{K zI_?U}i*`EbN6N~rXfWV2n{JqG9|M{N0=oU3%b-alG&T8H8Ca~`Kci&FT1V_wb$kqX zY1+pl4|KqXR+K)bozbd#R8k5_Dq5AYwi8<9cYl99pZA>ioO{lBm-{>+gPuuWg_#)I6fS5a z%7o+0)3%t|Ow7~o%+t_h!cVV2=W;m{5FDuPS;WH8e{LU3PBKv-nxFmTLj_z5)YAVu zQi0`-!H1TtuE5K`i*y1hZ29-Fv-f-j9vmrY5tU>@@KJJ>Kbwi>sTCUpJD5-qSmp3n zhY7EpzfNGF0{RE`d(kNjr0H5Mr2JnhowQ4#<`JynFG{V8+b%BCY{Wt%-EUDppM~KZ z@AqE*ETpE$b&t0*vEu@_-QW}xMnVFdAYCTjnm!S}NTEhP%nB-*$QlrOzEy#RZHL2C z{$6B3Jv>?Cl^`3BCFV=47h z#ntdV?J3~?uo^~L+lohGY7nq4+vRh34bm5R@e7q|aPWM%LXB|^6ebf5;3&c@}BLu>J1S#c%nUoDK&qEt1W)Il%U*Sg)Q4(fbiZk-cgvczf+*CXsZGecgC0~v`N-75neba2kth6!;YPTc5a zWpSW<|EE||1qWq;hO^vyI54{M^5yphT!^5{VS^19J^D6X9d%qNn$O$L6DRSeq|M-A zGzk}Ht821`BznGPnjV)Up*{KjWb;N6Bfdtdqy>pc{n#7F<4Np}_O{M^PeQTyqxg0m z9{S&HxO(s$53JvkYPWlNc*981YR%@sK=gQ}gfb6q-Q%9ym3Wv_yLc{RB@gNGH~io1 z7;Giz;Kd!?^>G!tQ)3tnL?sd>{ui?YxnxLF+1RqV$g?44z z@ljzKct=2!kFIMoVh1$%xV@k=e1kV1$=9^bywB&uVKxpaT;U^B^N!F)_$XX6Y0}-p$0pAgd0`aF?Gf)&qp(1cE8sTFhx^m>Q#6eR1dsVQ<#;!s zOaH>ZFIO61wc&g4t_Ka+d*$Wv***=ZeUn?fV0i=1Ivskms+SKlnrUAbg|1^}TQ^hR zzcFJwbMX})GLNNS=Y8WNaCu9!vq%H3*}K;sP;bD|ud4E#Rz9X}XH7YqQs;>M9(q@p zk5{Me%^qv!q0#2*hqH-1{CDq<ltv;s!~Iy;84`kDrcH}( zk@z<|ry*^U#Dq`ug6gF_%quBfSn`y_vaXY2l`$mhdOz*3)u+~L`Ce)gBw_8aPkQn@ z7ZMMBFUp9Jkl)grmLW>w=|?e6|5hrG8du(%v?U=n#Txy-jl`O(zwA6ObCKLd^Do`a zg(%k|RZxNpAKjJP5_>rqept-?)z85V)~`VKuN;U8eC`mE=HkoT56kDPaxst;CI3^4 z3q}?H=Ifgrv_n|O`%FEaOdan{m#l~69@H0R)nVz|`Xxmh>+n|VY}ZALI_!57oG0i~ zhX%32@f51woFrWrxW?3Bn}zN7l#Du@Gq<^_e5@9yA{5VSx7R>Q`s?kJK~!D4#+OU? zSEFm)RH<@#HBz%o?Uib)kw4uhJI${~M3t4gzDNyZk00wV)~bPOa?&6#x*B$KlxM;i zRbXX3+A}Fb^^=-_O5g95unKf?Qk$qmu<_)gzrQPSU7^!SM4$@7nI6%f*HuA$X=%`d zs4B?keH|{LS3=%W%&{ekjbp37ay2)xA=>n?Xu~5Gx~|@p-rhs?=?9YQXT4`(;SERI z+)pgnRR>6mFK6TEQkwj+2sXaiJ#Jbb#X|K`3-X6Y>1ALwQFQ_?$Z&gYH=@2o`HudXU=R7VxZFV*0Jep448+H zY~8$)f#0eM3Hcs$9EqDgraVf6>`8^(lx7-`oOfTwfR5m+-Yxqn+%M+g$V;W8>CK9! zmT5Zn3^mr4gfb9)Pjn{kIUTE6tMlJ|ra@+&+5V;XXgIsQw|ggz29NVHug+39C#S$i z=qnA)r?rFaeCaqao~Y&BOGi(tarxYE1~}!H)p~C;aOTm!zi!3UzCi(p!d}oJf8OB4 zkRKg$%1%`&ey3rG#dADFVWO?i^CtuydP>WVDf!b8R4UTA^A#PwUQdT+M>61=^2zMu zT?U%<;)NUy%E2w2V`8ty0B`lRAh|#~ZgqOm!?)4FDdl-IkJGT_&*&A|4jKf$9;`_H zNkeJNjOO$KI_v_v-e~vHar(>xq43!ZG+a%oa*Af)rrGiZJKxc<&ii1)l}Q>F?ishA z?xbO3yJ6*s3k`ysT^Ue3~oBFbvhQDu?t#SKBL&(|S&>Q)5xcG#Wb2l)M;}rR8 zl{f=p9&;>dziCj8J^5d_I}N9Nx2m^N_-N5%<>ekU zk`5E^>B%1hbo}ZsS{t*Ij%C(yX*OOo$j|56rx?)SnpV=}nO26%Y{mVGXUcGQ+Z{S< zGYum-=N4-C(4ZaB(>*go!!P@TUjEi}&}F8_4)bW}`_+6yd?5{rKL5t+v&!%~|G+fg zxD4K{YaHKYmth^NWzGRZ8fN;$Tbul7_!_B`K?u^Jl`-$n)F>U*O7q{HkD%iwC)3HV zmj<1x^tSZpG+dH=mt$2&!*kI`8n%yUII^&31ILFB$r%+D%XT^px9^^@jANiHCAXk$ zb~$9V&Q{cHEyp4SvFuB$%5m1`VGLcZ9Qs!-bqr~jp!izL>iLzAr&-YY9Vnfg#|CRz)WV*(RQ(HBKci8$;fi5? zFE!8H{H7wD$AXky^y9bbEd1V>uc(^ALhMG>O%wlE(9S9nd}PT+tH`RWSp`%-XgKpC zVtpk}%n94_DU#|(r1U0@8*B)E`ti7M4I7~WV+_SvY$zm3{C+_3zhr5%M)^w=uWEF; zJ&)pn4=7CTjFfVygspkSR8v$X=#LLCwED<~u1R5iTp=6!EVZkH zR&3B163KbgIX3zh=8xsDK`&8Ts+sDuZp8Rr9hj@Ws*KmvquMUy)bg-1r9Cx>5T!^w;Ro zC_H~|-zbmzf4{1_^=2pa-98Z(?I6V;)bnRe@E((R9sl!I&QB5xlxC&xI6)%xC*SGV zKQ82Uj@(OZs_DKPzK#@yYyx4~@Ftl(#`!>K86@5~~HW1xUP?{N_Jw zPVr2y+A!HH5(6&@(NS5F%EuwQ?^n6dxV&IyOC=XC-juAr8A|b1!Go7usrMR|mS2^4 zjSKGIV;fxCxTxRP`_+Fw37@R1OFuY~a25$)+2}}uclA?>n+}QjdkjT1B}oLlFxu|A zp2U9N%z2`lN$6f?Dm>WL*>q5oX_nk0r(9 zJJ`glT_l1AlpeO*kZ|u9=xU6h;{0D{NPiuP>gbUo5zK0i_eJh`ji{iA0CN zJ^$G2l%L#f%^f~mY;~{-FC(~UK5U)PyPk`<#I)8QlpSr7>N`fwyB<~?ud3m~=ruh@ zdyIjzG1@1yMQQ;S=+ z9^+ynS4KdLsxPe!J=^SYF5U+xM%pi?^7V_s-6#s9f3?@21m*Wi@i)^WP!e)_F zz7#!I_NVa8qXNJE)Of~JVw`Lf7i-pB{opg3;3)Z&yYp-4hz%kxAT z6H50y&2>0)nyUApQE%Z+64Gu4J62Nl%+~DKx_2j~uNngrdZ@m+$s_o_;Y|{!mW2jQ zP&#T0TY~ha)>R~V)^n+GGyNM5Y1Ddw^u=#3iSQuJUaz7`^#_%m-|E%edGIm#6{{i2 zgI#6r+cHq`4IGGfDW>vBhkO`Mp`xSIYq=)s9J+IyN2tEa?|kz3(qbM?FHMuQ_uyfF z?uMn|6x!q@ge_jegM|9`14bW6)Hr+Iy4*$8bERZpCS|J}4;&GnL+Qhjve6fmpWeqs z#>t*M82z){l#ox|hu*QuSe=KSkyAfox~cr54cyeA`kp#nUS%Qmes4dH6t=sN7&{RD zJM0jZZ<85@w)rFu&dIf&sUjgenxG|0o$ogD&ZIK6?nIl1>`E%{R|P5^moDSN=ItZm zqbrpcJxEQmq3X9ntx(E=3-#d>@u@CUU5#}7`b_ojGdo_~+C{~GJjTc{l~4U2pDWDB zP&!ZZwe@mE4-VYjrjzrY)#KJhooFemdJMkl%#gON$IlFhhU~rdIBBt;)Q_r%_+IZF zIm7jMzCw3Ebsq=4$6wkl9<4{Q)Nr=)=Q{kJ@a&art;6>EE2>{99T;(LaKzBH4ttLn zm`zjT%u9;HeJ=Hw9(A|y{alan674}3XAT~^RqWg<%fV~C!=D$p)g#>^&UEXyI>f%` z->rAA!!0k1_$fBU8$_F?8{6veRPllu-Mt=KIdOO1KdeXhEXz%ooBW#N$-w{I)pB? z{g8aR9$aycE{*hhbZ+~3aF2OC#)NDa+3cduUvAsfR9p+?(ZcpUGPO8Nw6DDNh|;gl zdXF{vlrHu6mO9l~1Ix8_B0YC%Ao9M{p}?RPC7S8wQYN)Xyd&bW@pTPujo)(Iu)YSr z1l-M(_f_LdYrl`!gDU8myIIM4RY6~OOQn#172>?3SWdxJ=(~IK8yc%H<;Jn^7pq2E z@6vCRPSseIW#afQwhChHt+A@iN<>_)>Ut$tiEEi}TMi_$u{CybZ&(_|GY57ZeV5G! zgYKUjL-A0C=4;PSBWz0Fa;Lr-RzghhS6@~S8<&Mm9I7ZDTDNUm=7<^#N!fq=)1sJA zNx-D;A|_0}zYw%mW+GsV#MzrVOjwKE`*J&giRbO-I>RHGC>nX2Aa|MxTlt&neHSZ` zPHVldc)c9Si*J3)b}7gE(vlvXZU!=!Ui{!d>Dr&>7R3@Z3?vF!D9^giK-_fyGwu%t z%5RzUTdI^}oyGoDu4@^1;V{tQOzEK`3xXbD$zuAv;f2zb%ddGWwNPB{YaY@ZXam(q5I=(Vy-A2mqA~AQXb{Vc+d!$C_ltJY7 zaJIy`Qk1?m&Ui?n=3S%6sf04@`7F@!M4yJh+_(!~$u#JPg!R=^`s@`E`04DXGWd&X zuX?wu6gRVP+%^#?#k1W`Yrp%HU|5cH((x<7svbtBv~Vff+(S)2FiJ7cX8z<=N?*yI zX0#Xdm7!c{*>6ARQWRR*eEr^441)#vQ@e&PKuJw$Z02tfrVbh&s^S#Ei!HdQTHpeV zvm2bavK1_#a%T=X3k;1wD0c*yYr}&S6-6GJdbyJ2MRBn7eeH*o{vCLA!u`BU5#E8 zA?8k^cz#9^E*IJI5BQvi{?hoipf%@Ef3D=N!B9SqZ{93^voIf`A}-0!qxmqpsk*Ix zO98f>^h&=Ga}GD>N@#j6KabSaCHU=Dh@2GFR!U}IOSmH zqb`3>fwQR5^Hp6Xau&uB3K6`Tv#{y<7&^}`7c*_U50uY83)5li-Gv*n5jj&*R&+lL zmS@-My&cHFj^{ylw0C6S{=OK8L*FvsDIFKeD9D83vF@tDoNQS1cwe^In1lME~KbqcPu zB`0k@#9;541l?!nqfmPxgEgz*1ZZ1-lRm1^m~szu`4JKg*=zY?E7^r1VI;K=`eUvKZ-LP+X+PbXEl|`w(&1@hOvI(FXr8NPObDoW-P$3#j_}m8-uTLR z2c%!j7k~K87Ft_=5lj0$VX^kUQByz=A|(ZTCBp7BkIV>^-E*fN@!=LXLjY!#Ys3|ePL;(>Mhh;PmYTS680 z5tUi;GR3`~MCbLIPP(%z(c~fMdrN2^(YLQ{JgCKj5YT>HY8|UUcvkAPPCM^`K%|A$1xtv- z3Z>lA{5?3IE{V8{UYN@N=W*>qAP$%B@b%u}4uQrc^U2`_L{r^)Z@Dl7LO`5(c;J#b zVdN~gY0974&wSZ#c~=L5roPed_91gZARvkHB1VSjyK8gdYyK{5a`9;RJmv*jD`#E6 z-Ca;5+w$4J%m~_QqBF+9g~(QYYpZMJN!WDid}-ZIq1=x>^R!$DZl;ue%~N}#sXOjq zzo!`?uyFPAg&$`TG_$jtOcYGf#6FrCzQByQzh=3kw!9}{^drq()z6P`yzJXJdu{-6 zm~n59xNrc`Ba_~!=-@}tq;>NW{HXo5&-(2!x{+wIpUmocy^%1Q<3%l8%En@RhGa~LaYfOF01fEVB{|$%iMP!-gp*6DJQ2Z&) z(lOr)fuDOOOPx$0Aixc?eJV-N3PpD*X`8?(Vq#q?cNem`wh@zM?$C;w;hSaoqH?rK zXN~wF49$)k3<(T|W68g#RUf@DBrB=(_?;Kxyi%sVM7SfhYGg0@%nP2UuM{6W>nt> z+u#MUB!gg7CNG@a_9_I;D_yUAb`8VgCr7^y?l=amkGrzJwVg60|{nGI=lzinoN#KL-WFGpg&aKtwQ92JM9+`U0USq_*sRYA}Xafpc$Y z9)ebHJIypT403h4jHh=ZFwzfBhJVF{P z^t~alGs)xhYhM^CCbXO04o3F{<$Y$hp|Co%$9L-6QE)5AYRA`|fTGBUhifN}LhI?3 zkoZ@@2zXFt#P;?^lliNh_PO@(eCeFbSFndxXxuD8U3)~LTwNv08>xYWzpt4eHtpYb ziL^L~ydCXth5m*iHPZhTTZgJ|-LuVWlk8yB9N1NuV?ao6`W+`?=}cq~uYQz}?nNjr z{Jt$FDS(Jv$r%`5>`fTm8~-ya)s+x1>J?ihJ}d9W5YfW3?+oH3p;)@wV@_Tip>_LUqJjQNBI5n2 z7^YnmksS3$V=^L=@Y)}r^=@Mvu`Xlp##efYM3bJH$6!JdAy{^#UAilo__C!p$L~%u zvEccowN?CNqVSKTfyr1B5wn5I-=j(S>8f-_h$RrGA3t;2IhIItFX~;r!8nch9{>OV z|Nj(Mc|6qb6EC_CM~5VpN~G{bN|YW{Qi(1lqL5H3Dn~-DgxvR?P`Qe7#M<5WvWJyx ztz%O;Dxp$QIu!Zs@2`2yv-8Z(%zNhjd`7Z+b{$_Wl1wSv7JFMokq<{~-k#VMO(M%$ zzVxk+Ce+03w>^dD-qX)@eV2_Q12?tJdE9W~6|KB)ReuDzJzVjU_9mL-t_$0``*s|0 z-c*);r750BmAh&?&=bgEn_sVXJV+qkmlU`9YbB7IYSsrbT;oY(z?D6AkK#xPuRm5K zCYBV&Ivlk+kU-Q9aet|mB$1|zExf|V$z;vI+5Mq&Qb~PfN8+C&spOmg-)T;RDa7ZQ zyxN=9DJ1ymk#ygZWb%h=oB2pLnQY!2L?4D>Ok|Rrg3-oIf zh(h@WSN{`EqB?{JG&oy5qWNV^KKa9Q<1myEmE~4_4LwyCR18c(zRr z`Noo(=EY%2CsIk)&4{oyQt`w^qiOkXv1k&&N%UCb5KW>#PA}Nx8AnD&PnsVJNhIQH zOJ=`mNhC_IR{XiRFPV&sMml^@NG8K6mJw3Y$;4y*+H_uE60ugjr@Cuv3YnSHV)?T! zgz~u=-03*|0ZJL~|&PssG{#S+RM>w8yc8+Tt6k8W2OiF~5`hmrm;k- z*oA0^#gN+BvRsMbX!2b?Vo>)@6mdDV`cOJ6i0~5c0&y(*C{7 z9ik$ytKL2tMXL4o*o^&+BCAimeysU6l2l2paW$2^L;eJ{?YO5ML00NH_c{bd6PetX z6=q^FWFjDX>Z5-&3GU4swEYxCOza^gPm3Vxp`qty$KD~As!8F9Rs`85CmR>{K9Z!{ z)t6M9j3ClRZtWWEFk<&|bNS}pP;%FE!GWbc!Q|H5mroo^Zj-02V=E7fgb=y(CCj?0 z!DN5<0r%h;!6enXfBTVbL4>kJ(B{?TM*>#r8qS&WC60+kk7m32k|3AHG|eU-(mpG@ zR%OhKIL|+oZ1mTi=y|luew}%Zu*{9S5AAXzGk9I59m$?VZOcgW-9ir%y}|RyWcoGY z8EiFUs_zn!kUyQh-o=(2^3@R4o_~Rad)n`w&vYT%I(oxtIan_f-L{U*wH}Z z9DZfV=mJ?!of z66+A${IemH*!gWQxs)DCoa4512}**=%&4;cks4v-m20o|MP?-N>`n39GBcXcl9)@v ztfGl&-BpA3;%E{+PvdX;jwte5OaJ`Q`4Qyp+Q7M{-Z5lUYQ)Q>KaMOgw!!jy@x=VZ z_3C%#38ayeu-bJrp5#4YtMog^5j8tSM~ja!MEcfYzujtaB>q4BOTq$n^@yS!>P4sbs?i`A<1`o$hmOQ4t3ZrzR~-O9t3DIDBhy zd@mc7?KXdxbg{90S?QZNJ{xuxKNpKNvTi#^at2R+Yj!H0oK@ zJrUyGshp-($i~ZGE)P<2+1T&F$rZ_D zu@U2|}I@YAujFHuT8xy*xz<|n)HGN+ik^HMENW%$|%#i z+`xi{tkJYrEEe)bw>B8kh4xvNNl%}#P#REXx9SNCQhRLv3oBqDwlaVGM-B^)HzsOq zGFa#w{(QSBk%dc3wjI!pX5mE~b^iTO7HF$N>m>qN*lyAja!qy*HGuF4h!8qRhw36vQXzap%|vZf~SOq@=pa8cABoxw3Yk6ZnLd}QCg0iaDS)VB;x@T@-4gF@qd@uXc(Qiy#WQD(?e_|r1R53;A zJrkYHzW>GdFmdR3-Q#}(CakZoQ*ml#g6qKNwmoM;i9K1glf}fdSqo(fXiTJ@^LCYb z#zdQ~uR%}=6C20YnU3W%;Vv!h<&eX~kyq*=J?Tv3HH_zT3QSy(6 zGI9S*%T|5>6Ndf$(tEv`FtI3(D{~Y2AG7(e@-h?s5^F1i9hngInYUxWhKY$2QO_hS znb1#?ipV_5#Jq)p=5O~iaprY0b-ErCPVc18-ha(ROPNRD#8nnb%I2N@c$$UO?(!4- zeJnH{wl0(NWut$aij}9Mu)i;^36T-@?Hk85O}jxh{`{&jTk(>OzQz4}hzkczS}#I8 z9XL4ZDZjnzGzamV<|4j12j!ywYQ&Ckkg?O-*zN!aGxEaM(|2>QYD;RtlARoUe}2)x zOp62YnSQ}B&UFxx?aE`Ht-~r0vB%Rb>!2L_Hl1Z$hw3`tA#21l3n?qZXKuzho*;#aA6?XI+zz*hXu-u zXDzJc;_o)`UqiL^__I7gMq+C{Ud(hXyRK9Z&Ub6$*URg%>pD;5qklc9o6}#-{ldj% z%kYkeuj;U6c5hd@5*Jz;1)s&d>X0|f&aTjq19Q>9>{I1+h>&1^`?!jWvg2V!hgck_ ze&0K1uMrp0y<7MrrFGaelXENiF&CQNQ@>c|&#~yX{!#YodbAsUSib!f7h}c2%~x1l zgrC0_Eho&UwPs%K)p?Gy96K9T4>bd6L6&zt7Koqj9j&ZKk;fC>m2C}pYUOTw@RZO#%q&P$rAhd|Ip%eC zO)#38xS=_t2@^Tp8;bH8p-^C&H?A$z51*T4sy888T)lL9cOzz{y6s`EYXbL**4yxw zM$}6vKP~NUK=k3YnTKi{5wfM^_x|n85OHvy@08wzp}3ziHGdl+Pq`fw5ZMGRt<2*{y?no;D-Q{rPwC6V0H%oQVB;sReZ?J0GCW19e~6 zw3C56xN&S*`?7iHXCwxMXY%lp8!{-D#zW;Vmkz&cJeatQ>TPl5q11cl#SbDp>Djc#uyT zPtV`ZgX@df0&f-%z0TYl>uZF5nqM>B`*_GUjgZ{b&BL+AYgxTrJkaNiQW%QDc*+|5 z#?JE)@TP_l{D_C|V&9Z*eC1*Pf4bhE>Uogav~-DLE)Soj-gtb@;-O`6(wCeJ9#mOP zx5pw{@YL+z{#mL#L=~HDKV8lPC*0^mx}mThURPbC{dve5Nw3^F&cm{%#8WfZwnAh6 z+zlNQJkXBce(bUv6JPmw+RfTReZ>dYE%2E@rVVX= zM)E-sZQ$*alH~NX!P7*i!16~MPQ>_#mwsu3Z`m{@qsBJ;8~Cer_ir1rHM?3;4BMd_ zu4|pLyB+k5-L3;(?f5&}&?2U}9k-RHKVrUUhs2I+skfGQU`*Fs_q{|1miBLFSk3Fe zof_XiRfjqd?%?5PWZVJ$mup^*F73dr(sz-D?j1NYlOkn*r31y*YBzq~?LbA{M#kLp z9gy|({kO`#10ISEI}e@iK+G)mj$`H>7}BQBULf>W&^zw?d0r>ZUJ!lRhE6_qFl%s$(&PKbAW3$pR=gi)kHhKbOwpk#Bf`}|{G zYihrMXqj4)RgVCv?mprX!h5kX%mL9y0_Z)IfXk$*H07oBH z9Meb;Ah@nXlX+Z#j`t0zO>>05^Wv7)FgvlV!Q{JiNGDc}>R6}-cH(mB{Hovbow&|> zE4_--fz0Lo4ZHStVCUR>+fFEV;E$onX4k9^++2_+u+!_rVuw4;_s?!eRgmpo2=Y{$K(#7B|5c1X{iqv2fH4iEoRTV`Br zM;SlaR#mSZtDf--pIvB&C(`zB>ug6hMN!GKrX8ntM9J$^w8O;B`<=y&cIbtCFj;Na zj;v4Jl^peUs7NI}P{D8EFH*o^$XxuMJano5bdQYlB?JW8GQ8 zd0IO)9J~Hw8+07*h}$#T@X>Pd_JQ~|%<(q<`5?RvS+UuBIM!`Al@MZDQGX=eTe7wl|IyT0~`FZE{ z8_W6NFV2>063&18F4~8kzs0D z))35x(^Q#L;8s3d3*Q?~?c`(9XGNc*3?GXe5|=3dXvM5$NfqCkTM@u+;-qx8f>a2C z`h0}vV&B^Z0j)UuntsV8xD^bA`vqrCw8D6r>8~E4^mx5HSy3n*d{!A%3;A-^&5Vn8 zSGS^f84NdEmcn#|{6rOPt^rLjD`c$8=ON%*eFoR7M> zRF?~dt%|!(ME6&9v!(=(um!nG`{rbMkxO4-TyJa5n(Dh!!HLKq0*>+dTLE0q>fD2 z{VII_&3TcR2U8kwrpht*L-TX&|8S$kSF!=${;S{mqVYKl%4@K6K$?B<=UrloT#dyRh)n7za1@@3I_yRELwZFUhp1*5TOPn^VDi>X4DL zbfpfBgVE-rdpw&sxG=tl{!zFWmg>mdt`P3)8rQ?Ot}J7NPO6<2QQ4S&pGUb+%Z838 z#okVVjgs9uGAY9S`uvmF^LZgG@YTD|{}IZq?&tX%b(z>KBYXBjFbge9M141FGqGZ> ztSQZ(1+k^^ieZ{eh-}&B-{-@^$9VyNj%YBU!dCgSb2AhBd-o(3N7N$OW@7Tc?ZSP; zS?cwg)LMx8Rxi4eQwv(%TDx%3T6pBC=lqlT za)=yhV4!Sr!}|iEWVD`MVjw(UofP@~$`S^u9_UD#iZd{qFY&}{!#Ss4f{sy37Q>IM|>74sO5z^a2A6k{xbq>(Yz(^r`gJJ-gEO*5&4qdG&HT2UIfsFf%1K965e8hI*mZ3A1w4)^Z;<#1bZY6N>cYI83iG-0!1P@O zkM1r5uE?xxai0gAE&VEHGD(Ml@reuTN9gF=n%+0@mX4K+-#E2*&~b5rV0sakj&j!F zoWN>2wi%S}vwTd4rmgCz#yvVD0^cRhi>Kq;t)6XfgX!4Y`mdwvIvrELTQ9~q(-D&E zIL+xa9eR{ak$Okya8asQCcTG_X4#62uUf);^8|8r8|k<{v;1D>N;-bmzmRj6phLm2 zI`g0?9bZ{3E7t#{VP|Jl^287gZtL$XZGT0B-><82h0Qb!oZqlGu!aVmk+KAfG8$|s z2W2%L(%`Z|H*an#4RUO@&YN%=Oe}x3SKg$7``*JN`U*|>on^4r(Vm9%1!vodISm(H zm)%)*KZEAC<(oJ&K+Bv!4TprS|+ zcx>Ve6@{ArPPM(E;#kO1t%7zc@|SHH@T;RDg`#ow1ci#DD;^UKBRFqt+H4OEn;#p3qnau?%R2(;1=~z=yz+C!p$zdw0O?J4A?4pAD z{K&_qtyHK-P7W0*QPFv9;YheF6-v1mW?mGhV*Tmo^#??#$hokhQSnDLjN}5BPaCQR zLnXYm{be;C=wRQ&rfPf%>e0H+sK)n&okjagtFc}AmiMv;)zFm}EAB|HMo`|3pYC_6 zF|_m0ug^Z!P}{Kl@)nnB>{#6QBT`z}Co3L`B+sM6JK|X0Im2q0uW$6DeWBr{R*YB8 z#%g5iH9W9wqv7OyuHz`1hDmz8XI3Q*!}Hsc&lb{f_SvA==1dxR-#wnrh@oM=aeG#0 zAPwdV9?!{lr{T|o;{85OG*C?YZyq~ELvEf*hpH(Jv)w<2Td9{=X4ix z6@~be`_u2s2=R51~87gWrt+@!&1 zpyKTbMUq6P;zya+>`PCmFm5P%v^$rI1>^O`E0U;~U9xC=G*qZ--(_&Usd!yFS$Ov{ z73~eZbaz`Sj0OgOA2g$am6&*Zy%80Tq5Jt0Izn80ci6Y9Q1M;j%$y=Qs&H>#Rvx&R z3J>`bd&^l=_=XfL-8^26y~|r_<_%Y41ADdO+n#DntuLNUX|0BPic?k$t6DhtT^df$ zs^P{ThF(E64m_zflFq1xkBndQ*Qjc=*s2|=3lQ4-6}M-)RpZ^h%;WBk)$ol!{o~9xV#$i+BUrw3##GgwehsZ z6a^~FCwu08qaaH@?DU&{3S8@&-c$-G=vJKL5dEBjt|Nsb4m1iZns@k-5(+SF6kSGH+0z7NE{`yF|gm_hCT?Z78_e=c%{;7zOub@MFS| z0)cscdb>6SJZ&H4B4r9blxU_0uBJfA`o=qpMHDcLUj0>{Nx|RJ$v1O;SK;=)&cxo2 zRfsDplB?*h!Y8}YJK?-4OwXA3WXr5VPs3YF?TRW$`ov9%=L_wckIo!Ss{&Vl*F$<_ z6>fTTZ%Xp7g5MR>cP`heaHeb9Dr1K#glP3GSF)&r$KR;l*$1nz(W+8rh*Y6W!+wmb zQH5^L2=V;&Rj4)BuM3v0!t4)8^fU9T(0DaFW9z?4{M=*`GuM`rEJwq8WwAXvVl%*j{bX% z36lMEI7;R}m+Yh?+xpY+P#qn4Hr9tzs^~B;91u}2q(j7cO!q+;1D508bo~PvFuGW1 zb-|C00^OXVNH+$~yk9hpbBTe)3h$kz92syc+vVbJ!$7{ecTl$l1Aks@cQ8E0z``@G z_QeMoxYzt!b@^TfB6DjsZs{>_;#Iuam^K5OmJeH>+swfK00030{|r}mJeF+~rc_pv zB+4p^qN2#GltRi1g(R9rNs)w5DUwZQ11TlS2xWA=ulaiSPJ<-jGfG<|-}Be`o%?q` z*SYTdIp;ptVXe23eWOdlrXL9p>{gK=am6DNY9u^<(wVkSiG)){!>l|x66V^Keif4@ z!Dm!{QQ#aB%%xY$KbZysAEP*W90-$`=G%V+3PR^XQ3w=M-s3F=c;hJQk=p=h+K9?l zpCy5jVOX)~BngGrU-h3qM#6rT>DBMONZ2A3IcV)h!bopKPlXc+Z3fM9OLvnn_3m?K z><$u=&aVsnx|xJDg~UtVMkJj75M$2PBO#A{<@A;{BseeWfBi^h)@K_}? zVi`$7`F;|`gWzkMES?aVMTVzmkf#0(GR9eDTaU{(V=!8zQ7M>={yj7M?WV|ZI^Qsh zHbzF%oV7J>@5zV~n-#5jq#3pfa)Do+nxVMF;nwsP!e8#cpkPl6-sm1En!l+9S54H| zqU9|(C^B^5O-2h=3D!)ggtuVD$cC12u{K;*c_Mp!q!m~6)`dE9TVc-Nw5nRRLFMiN z@q{&PsNrVFvvS+;b7xwgSWFxKH4MydJKBaR*9VdFT-p)Uqu%Ch(2m{jE`7JlYR7a; zg_Y}%cD$c!S6@YMM@7lQzLxtPu-DYk-8R_){WMu?@*WCIzWZ7oQ>WmvKCSk_7zKw{ zDLYt^DF~4iWxva$pfP!ubnd}Ucvng_#Oih8<+UIFf4+BuyGi`aDRV07EeoceOH+|5 z>Z{l9M8(t}=c-Y08lGDo`o2Rz#psI!yWmAMsAr}an&{KzB|`&MrciG~Tr z{1W}6bj&)I<9=P6j%}8$nm^jtj9cGAP7YYf=5 z6utt%M6ED;Jq^xa#l9g)Vy$s(z>xua|>lUEFO9b)6_@}v%(el{)@rG_rWSsWOZHOn@FgO%SM zbRRcxAoS6a+bYL}K9{}4P=*V$Pt&<7MqEhxefhRwBNyA%P2PE|=RzrHlX|8O7duW( zzYcTZLiN9JABH0rGnI9(bnLiT6kL2ZeHRyTVmFT+y~BlL#Q}+~JTCf1EvFo_x%hi9 z)tQ;Wg`Q7AjbbAgrU|^x{O4SxP2aFpui+w(*O7d`k_+itiE|aNxrlhYPTfezg+yOk zEVx{(|54Rr%i3z;RHWj~xg7POnkn!%<5#K1PX;@${ny%eU~+o85X{ z&5RG`s|D|Kjrfpq{9CSQz=yGBq_n0xALR=*%8Fe1xc0afDtr0ZGUzd!Vb4c%;MKH% zd_JC4G@X8xP2kMY*sa{ihei3&r{YvTd@Q0g2A=VWx;6Z5Tgiu*KKZk&fDg~K*L)I( z53LxjSbZiR&kJ`yeMIG>XU)oV>S6)9=Ps*qkrUv^{FqCFG6I~u?@Wu@Ai$e?8!OfI z0{Gg@S0(ERzzEAddQ4k@e@l9;B~}Ws-mhi4bh!YFRTN>PDnO~*h5C|h0({)3s$;T6 z0MS*h>J@PU7%$9TyD?UPoHWnKr!fLN46E>7c~Jmz&!BAMT>;$8Ml4s}5}N`OpmRMCUq1kR0?aJ3%-m=0K%iYN#{ zn(%y?DJO*6JGSb^1ww@TB@A>)2{CD;nsr57h$xYPlkRJT=qpe7Ev_ZR3ZuJMUT6q0 z-gqI?UtNg$S+fV0sR%*6m~@z-B!q*Azj8EzySS2GJLW0GMh^8vfx8g86{v9DC&U9I zO4vMSA(TG*WHmSl@iZvrUTsyJXN{E4;rLQe-2w`!{Apduq z5dZ$uIS^h!Cw2k;?~y zga{mQHpnOV&VEy);Y9G&3Ys}1PViOU(tL|d@GaZ-b25_P%gA%jG9~!(Hr;S zL{4x$!FS`bs~O=0-%s(^6if)dTNj_4`;*|SvAOJLkf;!PIm=qL{t2K^GOpP@DS%$s z^a2)fzsD^fWM3ip#%Ml~H#QMs^^#+$qlQAzo0OyrHwbZ)Ul#AWUWn^`FC-*&34RXD zoR``}eqeZK@Jb=}#>;AGuOQBE^})PbRfs(c=$Yxuh`1(7>NbS1sdAa2P0I@r7w8yU zy^x4=r^LihMu-p{jZdmXzP$)eyUw2{gvy7r8xzEcJW1^Ovz6fcLQ`$luW132+g8Pw z5q$R!2}h0)c|5wapjny7W09@f249T}5T()-ku@g3j|)R|_hF)*Qgo#>1_dZSee3Db)u}JB~siiz~%ZAu9w~ju*FZaL_I|S7?*ANb3*{W^r9EEc%r^-l#R2m z3SebDy3F&k0OI|Eq-D_pR2tMx3L^y2_86>82@~LU;I2BWa{`3EJ=^s6i~tAAy9}xV z3H-`5?-Kz6tUG5o2h^Qh*I9O2M!Y z!0_6+b1|C*7&uB}sgtqXH$GnPyL;c1 zcn2>m5tW~4=R;bZJ-4QX4}-u*$!AD>gm>*4UfaaSW!rgIhF|b8Z}+8BfJoa3a;bSVj^3)zFKAJA=S5*<`VjVA5mcteQy1tru9@FV!zChwCmu( zZu461$_qRgx9st<3*{k%8LAc>%)=G;n}PzOPad^(^lq@`VODc}E_(+L#p?#A`nD1M z^RM^h&n-M8tycG)Z_b1H!KzQXCOmxKHKnU3%R^qb{NLmAd64sYB2g;IgDqthU$TLV znysr%ya|0UFKh?1p3nz9V`oYgtGURUye$l?;9?t7#6doeiyz%RePOYLZV1}0+Q>MWjOKKsB2weY0hEe zk!NGyS|%Gxf9u|@rm=BtT}0&u3LCS2J3pBlOz2YSP~n;&HlnB1NZ-ze` zQm32r`6t-;($!;q%Z!bs47V$vjM-QeCEu#QiH+f6l6RMFA83eJ6i(vY6-&c;z5ZWg^_k`Q>0B6CYO_z1!r+ zgs--Te%uizs8(Y`yn{?gI32HE?8d|j|Anos_Zd(PjqZAVmw^DO)BfCC2Hx+gXnC5! zz~E}n?V(8wR47K2>BKRx@|D7SK@0=WlxORQhcl3#=Mbn8!hoe_he*8w180Zj4gF*p z7`K02x=NCP8+Gmxe`YgaRUtWdc$$s^vD@aN6Ldu6#t5tP=veG!9<}x+F=r$s(cYxc zaV+m}+p`2ZK2;?umtUnL%);7ukVV5fmGF=6sWflh+y}chhjCaF^)VP8#k?ST#QwphD!&p1{p=TcTtcqHON|^GoQ&lZ(>tEn_>ODIp`i zBdQa-^6ph!3G0MLg3bFC!JRO@Y)a9V>x9I-0r#=_ofz>Lmp&ociLV-o=1F!Gl>f4h z+rOKFl@nh|AC7cj*}aKv`okUgd{S3OIMjg)b39mQ20L)&T~h1*xDF^4y|YNW+JPHK zS*N30+ab9zPfoA79pR7M7M7zOpBrXzNSx1wtOPM_+^7KkgJJy1*7=A@yo4Ii7ayUts6yG;vmo`6FRJ6q7V z&CCABwibl2F3ySG(t;vpq(=n58LoR*(Q7%)kiH}v8AZ(R`!<;53YpDVv7i3(a>&p=r{>MbBV)5-S3%evG8D{tv%8JSNKhteZQM+T)tz4j_5mb3ta>Rm97w{W zjNkEZ&ybL55%d22JQDuJ_*k8jAR(UqB_LXogo*fP_m@kNuq(d2W4X^uIInT|u_3kz zr&r6!e7# zYQVi}q<2YXFs)EbfFr$K|2JM7pib}vF!!xz$#Ev zN?6wpS3&Wi^UsKVRam-ft(&oJ6^_|`C}nQ0!js_r`u(Pr*l=6h_2{}vtU5)JJFHlR zst-RYO43z$^-IM2zCOPE3PFFz0A#Wk&TLsdW82hRWRe*f`tms5{1y+8O-ek(J z0KbOAfApjrjlw&20r}-fq@co`3>pF>@s*7eg8ze zQVNe7J3Tf1OQ9LzI+f;FicPyt#HkpS!m-Jp#84@P$jJ{qYI7gLcnf9I>ah~6f!(wp zzXaN9PZPd0lpxbSzMg)s1Yr%jKNS*7AnW!zu_uIBFJ?-VdOm{qW)T~bbqS1bs=Ea1 zm!RL}d2siFdw3W0R=jee2)gk_?ajSK=#L>+C{l_b(z@+T*OMYVKRd^1L%{>+y&n8* z9Z`fKSC=MJpCXJdZ8^Ktx(JGyEB<{qdH|AhTrowi2$3h$M~fy3!B-`1itQ&Ekx`#UzH1?g&^Hn;hN)Fh}QW=v)Z;7LYY;hH?3U=w=$zz zy*YPaL%;6#l5-mt|HeXCZwufuC_J{Txd6}KxP%{jSb(8p=ReI6yNwES-+968ThM0g zyxMf@7DQ$~?E2t)3+gsgpWhqYLe8-A3W(eS+vVfAYxH~!-KUpr&dEn_f&ydYNIuxt zXS1@_=RR=X(;lx_PHa^llq zbI`z9$|Vi5muReLwKN#}6;Xc-r$RAS*Uhgs6&A*xBkwMyLN;Zoje}h(Z1|JjB*j$p zswcR4Q&PaL@%UzbC>t!Z?8+LeIu8)c6^*W8$N21wYzOXP+`*C0-35{g?*5R!!T5rD<^6Up!iQjrhN(e&@y60N>nk5C%*(KS{5U| zKHyNUSTWXQo|0Nzb{~`XgFj#Ny^rVotOmao_hHQQvbcEXA>xPY@>}*k#ItC=mt5~7 z3?Jw8>`i)vJ_BqXk$DWd{b^BVbt#^cUWJGKDMv-ggkz%+>yRQ;sdlL*vsZ!))xN!l zi$%#GAKkg*h$|VU^!{y8c4QoS$y#xKCmDbB8-C<{BV+d~`;T73WCXpsTis{YjDOGC zHWh7bMooTQb+Aq|W(Fox4r?@n|5Zl1GNc((uVbsepCtSQC)xE10AoO$zb#Ntw|L2t zX@RZYshpg7EeKOwz4Veu3!Ii0E{gfn472-*rs}pW*lD=ba-$`oo9br=>@;ry>7x1v z_rw;+7)18CTx~&}jcuiIR12)gF?Xj!TafcL_v-D_EtsRFqkU7p6`P~-mK{3WiU7Sr zg=CLbWCr>#D%{(O=rMbXySAb$csvWXjHkrnI8fL_FtoTr1qW)TIB@YC~~w zam^C-HbkEpG4Bg#gUnT11^1(E*m&ix?q|<7+&Nt4mh0MvsQ$0J_7t|^=-8oP@w_(d zT~(k>N^gT?b^h~!8*P9=a?f?`cAPSZiIG^|jz1EavnKr8@vPGNkin65ywPgbwK~v_ zm7-c++RlWIjr2M6CBGekgNkKA8SPj>tyRs{A#^XiU%Xk-0rS;4_vn5dP&V6rQPQUa zKaFqM6_s>A-EX=~`fdl>(~eQIvO2KcM`Q4^4h7#?PnS7qP|$bM>%!J$6!h-2+`iL? z0=Iw)MSph+4kf=?>+sIr6bkmO3^~7gMJGgD?s-34+6g%e!%)LT zoiJawAY8?*6Q$!)#?6kM1go&ULAwZ@FK5G&PVU5jeNYhXS|^MQx65WkcjCV%l!enW zR0uyMO}v>$#c=uf)ix0-+{BDC8vk^n_@4i&;LTK!4y?{(#Sn7}ugw1A1u6m(UjBHj zO@)P2gp}e*DtdN3Ej2tw1>?#T!^Mk=f`(@EFT+&GY_h*0-%mx}yx_%KyQ#RP8+JBN zjRqHw{i+;A8k&~~H_n%%5qwzZNzentDRRvo+I0E)R+Q$yK5ig)|(V_U@F* zr{Tb?_h(OJ(qQoCcxkYJhDj6QVFr_ifjU;#N(v3{d=4JHNT%U~tr?47PXlH1{`$!6 zbo|>E`cG&^huof;XB!O(|BkF6eH|T^I|_!sYtfOexYFy_2|6@GXLi0=N{7vVyk*Mr zbg)}?$f~-~vCnDq)I~cw?rO95EKj22`Igj^Vb|zb|9Ibyj%Yd_=Go4Zyg71FilqbjXUN53+~oP&eYvEBQdgv9=s7Rbyb=y*!aU2N_sv_>TKx~~8PK(6DD1Unpf0F5n@?dNbLSh4%VY)$ILUE(^$b|IGfI1^7>GN>T6p0L z1Bz=*p1#x}=6I)Bt;aP9YnkIGt-{12C~x?h&%~vWZNBN5Or!?M{?SWf;=6usb1;R8 zv8r=a2{IFjxpG~(FPIpg>=i`(V8Sx?W7*6o6JAX%H!b~GsMh%GqBOUpktv2ea3zAkea8+K~zvW_ibBc%5Bl{FjL zaB4oTkh_kJbr$kN*u_Tf`qQs9W7+t)@3P~AC^qUk>KV?o3-vxlW@ z6sL@1^aC3O@>_Uk{t){gx2k8$a&Y%;uEb(14h&sgk5qed(7ImN>bnaETgWt@rT`8Y zEG1)d0SC6$zb#(YaX^w`(#Dw_gatPHkIm+yx9q9S@H7Yi7;%qoFXm#w$z1y*Yq_|d zXt(l*78jqNCghKKaxu%P+v@IqF7%3iPTz!dVKNr9BrTWe+;Xz8{f}X1!51WIE9o$#*Kuw50WN*Pktij{&V`q6V zRrrF5Q#=%3>=xdM<>7kuFYc0j9;#;_)EvFZ!;aNi`g=Qg_#XfO|NjhEc{G%L6t`N(>q*W!PkFrK8QI@QQC|Xd-42EZBFpQlUqe8YQ5@idKZ~nUH zz31NN-0i);=SEoWo~Kip*syQPLA!&A%=|+WhenyWa9pooR*Hp-w`N*SX|izS?c4o( zTv-r3-xjg|8Ve%u`B9* zvhCnEjy8VA)s8Vkvt1MG+M)OOVYseJJ9b~Yp*X&|9U-o_6T~iXzJJ-SG7f47)3N=z z`G4(5>D|w)dC`s;g&sStXYG)2KWIv8X-8ZrSwF3z9q(^^T|X?!hTwC)&2l1agr6TN zXqjk7xXudW(G_f*_S8A$wTz8b4WD+!NU(9q!q!-R0~_x4VV|DvV?#7-G=G;78*Sl3 zCuHr}uvsxfD70o{K}mg??h!V$bNh?`oMI!$RZ#7mD;tX*lSK??Hqy5W8ra`qgIdwy z7*NE){g@Q_qL2;dK%@)fH5*&}cd@?ZvJqNowMLMe00hwBZcY+!nu;`Nxt5EGgu5jF( zw^9eHzHI(aNudKVQOJJX1Q4 z#pl>?R{Z{4OQ-{amp)w{73jcWQ{I;6d>uHiLiOeuWurr??41Nx2Pl>+*SB%vbkl$S zRIQ(l_p8W-{a@IaEp*jS?qnlu>(x`1AK6G0vD~-3osIvpj>t<4bMQmU7)^t0n6CL} zu2|1T5+htzw}*|Ij`EM=9KZfgMpsR#Yz(d8-nLlIhTqA=Z|_RkxV$j=!Ge4i&M{k*O}GdtJv_U8z(*G_?54)%b9!5M(Ku-==aaqs88H#eZ8x%*sx!3aXsNA8)y8#D95<4as7$VvNTQ~8<>+1 zDxBEZrrdSU)sPLgk1+TY*vP)1M!PP@u^*mETQ18+gv;C}v7hZ&R~>lFTar_c6ozTR z_jZK!xID{hYDdM0Pz3j$b{whT9$C4(9TClU z8)v!OkvyAXX*t9KYnRyr-2oQ1%9#IF>181;a->JDn}w<4b{$HeSt!{tcGS3o1-92& z|E4k)B(v|>E0(ZuUp+`e_%;haA31z|8_Gh_lNZH)!7TWCZ4R@!#re;>SM!=3WMShD zLT~4K78K84ee!HA3x6DSQ1r z>%3|B2osTyR(fo2V&cmNp)SpOCgPKPjpY)U(9U-DCh=zyxJ7tyeyj37MFv%LhG}&}lPPlsLt)D+`eO>B5Awb0K||F%w}M zWCq_jF%iXxFHE;*g0E&GqEm;7Q`h{*rFodp?Dmh9TWZ61mG4$t7TS>2ry0JfrwtE` z)~88ywL$T8?DAEg+VC!>EP1xQ4Gk_%L%nSryAw7NFF&*)te|u3RYMzMwYK^C7PNtT zrg-AS>ox=qbokJH+VEMxw{Xw%Hhl3&rM&cNgKUd!%d-n@=Nudl@qajT=%-v8c8wk|nAq5c?dP1O#--Zu zNp3nnexMao4hnYp)vcH66muR*=KQ*G;fnk$w8eqY+XoxTHI@-h609 zXZ_3fdX24Mua*C@$Y{lvfFjN5SFO;=TK1Qm+lqU)LI*!nhE{D?dUXOEew zgKP_2ua&vDNw*+o_QGo~i5B!sZT1|PYR2v;0}+|=X8g@<(>^!c4AVEBt!(dR_mr1WBs! zR5iN^qCZr5Rb879s^lqFyr~I^4pvUG(oGn;b#TQw>n3E|J#2Ab+k^`p`*jYrHzG%* zPQt3S5sJcY0gXjETqHn%y*Mpuauxfr=J+ex#MkZ&~!#*I^xaM~2z=BLY z9`3kwa#5@v<#OSF?c3`xKbRqNuDK53cK<2eWz<2mQ`?CVQHMNM(#KUHbN1OEmJm%^x~qL!1+Y-_miDt~xLBijD)9TrP{|&~beFXt~H!I+PFfh-HbZn|EkeH?6J&qwi-+EYTK7jR3o<6N+RP&HM|q! zX%gAh$nsFLCZ$(nHn@$~<#9FUWvL&9A68?KkT1}Dw;Ga_iJldvJjV{|$yoc4Qu~S_(;yGuM8qV#SDNU`y!=c7tazYh6MfAVq#8e@4 zdvdyOR233PT4r0rs*o?~`SrSP6$E=0FP!qL0`+emDQ0UGPOms>zDlVIaRHKLp_{6( z-o)KxTA~UUE;!usSX+ftm#glxR#ib?c{@c0R>D=vG0eiR5}lX3u6GR6kaYcX-M4d<@Qf>Szt&Ads2%Tl-3}TO`y-QQ zTWE;3{CVl8RV7}hET!94(U2!2c|TwJucBupf|GkU6(GitN7z)n zzZi1Rr-cfedZQ;?byRFVqU)R$M1_h%WzNnUR9NSJ+syE$LX@ZTiOWSQ9K&CFOnOkk zyHCUGwks96)~7Q>k5W;6vv!uopg^)=cec0%703Fm;!4RBWIy85<0Vj0I$W^psty(Q zYc1sX@+e3Zel&hLivoJcQU3x3DzqeWl#LT8*iu{L7a~T*?s}2SBde+SH{g8MR*;Io z8^WGsUMjSgx%qBcq+sd+BlE!w1z|5crvHpn@acucrIW)HEN&q^n>tECfa~?!JG&^5 zd!Qlmq@98bTP9LgG*i&1?yP&YmV$q}fx?|s3Rr#FcKgdHu(&r7R9HlTuB+53nS2V; z&5yc9zo6iSbzBNhCI#BuO%p*W6lg6sdBPu0!L4gUgs0II1T|;InM6`RF8A0m6U@O~ zuJ0e{t^D)%21SlP8#d-s{JSPP}~pj ziJ#omRmst-XEYzH1)MTlWrFi6U@~1VYLixh@8tJoEg66d<;`4H9FP$lsO%TPiNAs^ zXmJCGCT!ahaI69j|88UoxdI0gE6uoV0D8ldKHmL+NzZyNQ5`_aC{yOTLrILaLmjO`b>U$(sD$n|5f zW9ejU@%!6VkX4S;%40!7;beUGIuIdros2XeAE{;M$zaakikUc0#zYF`{AWutGA_t# zmK&3ybi8k8nl>5IGHMU~mC2Yg4Bl)jMMiOqq<~X+85%_%BroSCev?qyieed{FRPzD(pf2V%4G9(bbt9;Na!{Y76 zrAUo3)ZbPUbe1c_-b|%%jdf*MX6jYJv!V=xyNtGcoGV4_n>3?>(Ng>wTY7z`rxb2G z`&W9jm7>uzcGRT06k_=|3zbQw@Xz^kb@i)KtXw=d`!~H5+jm^m+_0h)sz*d#te7tW zal>si`<24lZB2gFxl(8rTIiJ?F9pGtyW(?o34}Cr*NmO$^^iC%_r z3Er~Z37Og@n5auV{U@D-^FQi>4oj7wan~b(&B7(%Q=E7@%TI5zi>PWnj1#Jz}cVFwashgc5%W+dd-Z&v!CM?%(r!j~g8 zNGRT?`QK4F62{tmE~~90ft}XsvdG85U9;|R^BfWHcN^Ov{E0I8v(keU|ON3g&Qj&lW2?f<9wOva@ zRO_iE6ig8Dx{)v%!im${NO;1Q6K6=`;odFvL=eo_HGj%Eb{bA68HGd?y6sd*c}B$G z+`asBiA3!2kJ+sgMTCCamA&tyN${U)zY-cuLW}CHE}Ls4=r&ZCD4Zd|@v4vPj1vjm zOI|{?he-G?X?EHspGzV!)wGy;L^5e9uy!U@wk0p=>ieP zW=F|gr&svP@+idAc5h`5%vdi{_H5vK91<0U*qh{S##x;I^nhM}J2F5ips zlw|dHTW2xS7fuXwHx=WgP9&R2DMtCdRG|<(A{;HZ{;<*DpEwvzCb7 z@mZf*J|ZsC*4d@Z6{E`R#jcB^#YmM?k}~Wm#=o4#4F`@A@$KNwSuqPDv|l?n4;vB@ zxg-}=rbWcvLYb-i3Pi*lx|?}IjEHAbKj`X$M7$V^Go4!~#;oYFwY2eKOsp?$iRdrJ znXjQ+>-&gU{>-cK9*cj6Lb->Jr>a zUmTd@DZzQqwZ0!Y`yq&ToBSotez3GyHv8vz3GT&(boz1j!|CJpzrOD+!Lfk{qQbjN zF}-yg&v0HTm~Bj3{j^fNh_zZ9`JfbG$2SGhgG-VAmj172q7;s9d8*ke$R+603)0WZqY$m)1$mQW527-r>!a^9P@ktER{<>0p3lKAZa zaE4j1PHhK}tF-#&y(D1Slq}sU9Jq5gFfT%r!+U=Eu$4GGf*LGUcGr=DHw(&?O{~og0bSD+juqTx=&8KnA5>q7rk@47adMZ70bO{==c$GxT$lPjx!?U6V0n? z;Jy8R+@@_c$i5@zk{4D3E#+!c+w2-d6w*r+s%o&^?3&Ns^|grU`yQ}*M=gYlPA$p3 zuSH>SwtYuaE&QZ@(c6Y=ai7?DW3@H|eP3QF`2;brJ>aga0fT}0!$;P4^fTb!zqXC* zcpa=`EP40%)#2JQM-9b?bs!cP_fb0Q@UVNO-Ur2cNHv(glgX&ZVD4G1J2CYryLz+l z#hZFu*1Q_`eXbreu|2jq;tdeYU$v05y8)9Tx4t%pHDLIcsro=x11vUYytbEW#4)X) zq}9TW&~4rr@#$zIjMkOvMCCNX>xGA*Uv(qQ=CfiMgN+EjEj>A>)r4!adshFoX~NtA z^-6W~Cj1vC6fSt7303>v$*Pc=(ChIq>-Og+?95x!AK2D}Ax{yZm7AL3FfS286mLcx zmnU(9elt2+|MuQ@ZN{a8Uu3(Tn(;XNsGgBcGwgfY|8zfXMxkrGtZ8yHB4+PYe0bCh zLxa~|ygJR;xt?xVpw$e*f#5xM1pX^N-tEzZFHYtr+&WDt%vR!d>}kYO^-n9F?ndm1dJ)!K&gCxhtqmxW;2obj+<^Lg(e&8p?G(Arr)m~UvJ%(&y}r*M*RjO_H-RS6DxbC=IY?Indzw4 zS_j&6){o1F>)`d$q<5cP9o*UXXP>t+Fx{b;$Mc2(lIE(6+S&o_LM zW+1rX%KR5@2CO`81;pL0#bM(mswrmroBnZ*KFbh^Rr()~mK! zk~O&MSn_dBvqhoPpzb*IavNvLv}SP9YniD zUsQwn{IlxTz12w2Q~loexe8u2hHO=zDunO<7=NO$3Y$8v^kjro;o3s_+TYSuh&lK1 zSQx1i0e2z?2kuwmu$%08UiV4}Yo(lCqgRP;WiI9Goiv;&FCM({n}&44b>98QXwWWT zt}fU^!yB2@exd^n^?O+-H8^*!MR-!3stgU?E96#r-loE5N{wu!OvP#PS!v4^RGd92 zYx(aP=WdHmf7eq^f$Q%ldK)RsdIN z#{)XufE5n*^U1ux_9v%D?{V%7=~xGGX-YZ9=T5);(N4zQN@HedQaMgm+s|~qCW9x+ zT0yjrjE&V%*MonSK|o63xugsk)}3RPB&jmI6W<q)!&=9c+1z-M`PWeB9oH zZ*Z(yHtjv&t#TJRB+i#)0kuf5=>Mi0Wa+Sk~1vtzlbXtUx zk3VOv`6YA<@a}xD0FQY-P6`g65dHoNldel^Zt}c>Q&NI~=d)KhI6o%1qx&Vs%>Tyn zzsZHgs+vD0w>Y|@tR5mD|glU(^Iaq8UNcYC%KwT*CmDQshNNvn3@YKpid#%#m zwD@c&?G!!dqL>3=gJ(6usaY@^Fy;BWJ_BZqK${1DG9cdgwrTIy3@q?HZ4#8s#DeLe zHR3#3AZLD_UnY@>!Yh7XmU=Rgq+!$iikXhH|GkSl`0WX@TdB^!K0HOBV1e?yR~p3c zls1MYrXi^=n!D(18mx96u!)>|3{79n1Ahfm@vHWmLyL`S6 z|M&vC@e8r&)sty9QMeDT-h;!7t}(FMB=4&o9|Ep4N{#7-aAagTUurpj6PvQHyU%j; z8IqGf#3cN|)wTC<%yugR*W9$9wVefmxA$=;vF!SaRR_7_p`g+C__`6h|>SsS9d{>m~8d~+3Knc{^8t9Wq;1^QWXERd?tNZn0O*&Eu zz434IQsz?$g}nv0_p7B5a{nc|XSt>kGR)!%kHx1E_^Hx@M;RP_$3rKtr8Gjzwg2S* zJ$X#{wNS>M?08I27TwsFwkCTO+@T)T}ct?Ib;SOPQ z?T>zr5=$UZWj|sKwd9Pa_iE`B*GP2le(hBBtq?))MIDrlL*0XT@e;X z?h~B$Ym~m+nM_!nrMP9+xnu(W5B2O1>B$6AqioFfHcq}%LcfdoQV3iP$^B+}DFkJi zrs?mOQwSMKlb_?VQwT{KlY91mN+GN^sCYgnluD@eV$bFqbNX>;`lkE!RKouN00960 z6qk8C)bA6(B}!6sC?TOcl9DJgNRcZExhjM&l~N=*Hwh^s_kHBHSjXCvS$5q=D!Eco zLZT!g9e(@!YhLqt=9zh(dCxPS=W(~tBWxt5z`_c7saGqb!LAZ+nuw-CSAW(Ny5s>hJMwOB#^G9J4!((qLTBu&ec68ibL8gXYO; zph-+MvzvKd+esdHi-w5KR+e*g~S6-a`poeMm$ib6S6wK#REw;<@19b3E3Jt+{g&xOCYEe@jjRlIi5R$md)=uw_<}FBwG4 z`RsdClflH^`K`ZOG88<3FT1jnVL_@?YtpEs-8qnQFjLJtV9J-J*& z7jl9Mx$+OA>cG1cNStk0Gq^q#1adW)A-bs`){vmD;Fk)`?-K8Hky62Br9zMEC+@gx zyw^`IAJ%%MFV~FIpqUw@(h`&giu^P^eo7kb;WgPR`-Ll;=N#p>rGqyh?!_&N0 z`D$o7s6MqB?Pa8c3nzHdXF47FRJ~^p?aTnhUp>aNRvFNI>TulICmF!Q4xTyNlmU(( zZ=8`?o(bybdr#iln+bcMHFnHC1zdhSave+aDZ%p?g70!-_z^03sn2kzTM?7nXZ z0uwD`5%b0%=&BL@VQ}F-@C=#qyY3MJ9+69DGt~|OkJpy%3;zIkga_9Y7M=ng{ft_U zwh{2`NclcGd6vsrT2flo9C!-6h7SZ;0uS#%Y(Se05DY?W?~7gn&2{e`9Te?>;6UTu z)#Ct!*@9|&e@7s^>U!;~=nRAlNx$23E+9d9zXFrT3JJkaexAEyigu$00`rvgSNl^4#sCO?ZkXWJEphNsPwzQ~4Ssre)4t}Rg*RQe|7 z;PY@4Kfv>R+Bq7tX_pw4lqa~twz25rKs53%i47~9jm6quc~%Ze3D~m4sMwp7fFV=n z8k_ABQN7Uc*hb@2EWf21q?b^RJ4BV&Ctohdvkt{uL$6d|=8xR} zDqmF~i^OaC;CLkt%|3PBtX+jO))NLNORG?r_r$-^;3|x>9`lKrtHPA>0P-iEYD|3L z^)||@8ugFy2vDr5(Y#;g?z--3%sMCYVHL9)%LNN%-?vlnm$RuhS)YoDuZ8H3RH)c? zGnKN2LdBi$PUrOIQt@Moz3bUHDken-1RLbhaP)g_6f2&FyGs>wpM=t|`SX~xpa31s z_XZf*{-WU_t+SteRx*$;)PXMki;i~1>o0Un&{6WYw0H0z9ku1ZoIcn|N0pHjTYe)3 zicilr-O^y-pr(6*8k2z%W;=hYl`wFz`D*S8G8508a5xs6%S8Jw_TQQ~CZ4#`BC8}) zgL@_UT!)vK_|?vGuf*LNRQPf6rjknyimA?O=epFQjgpGG(D_=_B<4xHZLh_BDq+gn z^jZ{f4L%{IfEZaD=_b2@g;tg(B{~8u9Cge3HNAlNX;*@l=ph!SyNN{BJF(E7^!9sa z9}AtYx9^B+VBw=LBNyin)?vQ&O{dPJI<$xwD|yANL!bLaQiUmXxI_P@?k(kdJimYG zr*L>ZPOv8TM)lVt;b8dm`O$j(^6jEpXwJi%Er}NKGQ?PY`o&O zpk{oAgS7XeYNMJQ%<>`H?9Jxj&ZgMsll2@twk^SBZc_uYKL3`sa%@1)4)WRoj|QA{ zHQIf6ssW!ry=hSJqX9+7F3ujGZ$RVB?$!4c8gcuPyY%A3MqDG;(V5lWi0nb3f^MEB ze0kF5pTzPe^suGXJaKD6wPhv$2)CQC`A)7t)JPMT6MeA? z@0M1)E_LX&rFScq{Ng+g4rs*)%X`jJL#>$O;w@3TsST;iy27-4+t4E2nPeN@hF3x^ zZdCozhGsV><_=tJNBwKR7Pok{W8=R8$9P6NO2K!54gKx7Y326&%!PIo=h!|G(&@kv zw#Pd&^$s-spqOK<+<|{9pGk&VcA(?c)Bu`q2Nq3#jFP?GfvNtFI$OB*|MA70bJFO* zJne{hOVtjHUCC(aJJf+&3Y-V`^L60oG4gR4Vmp$e(ku)L+flUvdX@a!aY?Q{aPe$A zt}B0iz5h=ez8d!K|M0R6tt*!uJk#BVq)Xxwa)dU#w(53ci(DHD*nIgR(%Xusa!W70 zC}~BdsACjgQY(&bFd-*~wxah7p58BqTG9GTc~QGyE51AtamX;d1?Mj~X4XWtprO0@ z(pG3e$C`ZOTc=yF;(U`rQD-y8C(iCWP~MEeg0?|QuFZIVL4$E=M>EEH0O93_Cj8?0 zCowpu2^ENIw4{zTq1=jEv;G&2c=TqjASI;{53Vcev~_7jeP8#Vzf~I1%T>v6POuSw zR_vp`7;eC|EBsf=)->SK*9-@@v?hZ` ziq>OwZ^W`&tLt&9{b139e|6Yl)3AS{tPUmF_JUC@L&KwHxi)-t7WuERe7VH! z+s6(>B(aZE(UYRg;CW8L2PyBKYZg{xQpotXufx^&v$yPFs~80Z2iy$j#>u$Ve8hRM zstRj@a?4#NtB_RoF*N6T6}EXyxi5ULM9yCwk`}W9e-dRRHfUGigYb0gyw-BOyS5^6 zuV@7(=8Io(93!D)ebB#~{v;&0pIh2INWx&kVILNOgc~xw2(Hgd(VchVjsG(u>I)y$ z+2CJ0YUsxuqD{M;>1ruPnmD8s?50YYXtKihRYTzHtejarq1s($N^GG?=J)J#JCadi$V z%+Bapc4y;|5gs$%uHua)$w?s^t`_t)$KO&RQ!E@u-+C4>+|F&bq?J9U-~gG z_{dfLbAeg+qHpt5e1(CToZYxGZK;*on z(3Z6!F#W)AM*nOKjGwuzuTam;YrIjV~XnXpJ>Bz9mqQbeM55JssAtsi;QVF zjFtoE`s9&FMmbnm7dfgVm4kb>g8%E670}5q_%FDo0wR0z6tqh!pnyjvHS;_fh`0a9 zUS>qohAbn&iA?MlYy^n|8kMCY8bqk6ZNOE8kn2-%?b2s`15gI z>A(7FxaQ+Z3u&tc>b3^`8Z|0N>X+SkbBYR4mZj%urc@yCE1U1WLpryF-ifQjfJs{9~1~)NzD7q!;NF9SF?F7mHQ6NUvo-=3TBJf z%x>?Yf}W=T$2?^!AEXa`@0&XLwq#DuTVje{O7UaCJK;_ zWRy8>rvUYMlSiB)1-$o|s&I~T*U{X6ZbqL1VY{Uqr7bDYy*X&Ru@eO{vr^lAZc$)p zB_%yKkOJ;UwjS?%OaYdYcUb3eMD%2a?d!PvK6!dyNGI10 zUu-LWLxID;GQM<;Q-EjTUEKUn3NY!r*KJ!)g=S)bj;;t55|8ZM;J%d#gO0NollF1* z?OL*$twIIwK#hNsI#h`Lu}pF^mzTSq!f7ooFCl>r=d0KLpJ#28xVu!a)pO~qp{ z^KKmD@>0+Dd?lPk1?fF4g-1%MaLq(}!iGVGk>}ON0=c|~K2$kma(P+q>+(V_FO#UL zRd2shfwVc*Xz>r%|J8!OVuCaXW;1^t+f0L4X=M-l9W-$4);#n0APxF5uD_yb(4hOm zjZb3+|JMhbH(AlZTle){LuVSO<`?dX_n^V-HTrkHdo(y)6!kABk_MV>>t5VSrGZ(f zbeTmF4M=;A#LO(?<~tzKJx!RKpTX;YH*BRqftTk=`+XG9tNJXGs6v79w>nps{icEC z>?!{P0(3ZBxusC{5|@iX_i4jx+`ONyzTkG30*S5O8TUfCJTHz&hsID~k7utO&4La& z$3GV3UZz8LROnG-I@f>EzL8x`6j&h2T;Cr~he?O$uB0LEd@l*=g(>d5>1E&k{-S`b z`S_2QOgdy1EVsPXLWhDK6SY!3bZ|Vs^zY3FI*fnPZoYAp3VeQbr;NDgiZwI)$YT`) zVq z10-kDQ{``Q?JqsKAl}0DSF2+X@R$MK&$7}AlNj*FL)5h=j{%8A4m;1$xLmDtk2J-h?(?GE~arLeL zxZHFnTNd^)!Q}VxCSz45WIlQPyW}Jj`r56Qdbyk==ah<$ayf|*DeX}d8hGxXzSPg5 z!Q^A*^o=iR&@THzPWL?x!cIFc-kziZt7u?N&M$5qB=IkQxq=QuBSl~SZJ>kauCg$=+OQ-Rys+K4myjn$_#Tl2$<4r-a61>Au2|j$DPY%@#D!I z{&bl3;tM#<vtbJ>+ugdnDx;o$UF>iw0b7~ehmYdPmb>skYK>Z@e`X4?&0SDWAHmG zWiCIx>EIx31}Fv+g^JHGU}3M(-B-3;F7uk5zg-!?VFa(;afbnq9WvDogBc*b`?IxY zGz0u<|6EN?XMnt^g9oRWE0a{bCaDbQ%5U-A*vNoP%^wl!uNdH>BSv!^V!*WvDXSx< zxb-l=h$SyFAUJK*;oV9mOl~T?w^EcVBV*?kWtlL(`wGYU025{nI^PGYb7dq!wd^z# z2IVM~{T58P_I*%}&yfiQp(Sn#H<@53RD8%XfC=*dxrp6+#01r!1#tz5Ola>Z{@#(x z1hdsCy3-X*n2t`)TgzfX>d{YjdpejP{h9dW_yCuG*;4VDF(&*`yEbe;%Y;~CQl$5? z8W?%;?oqA z-J1;1lsDD+wVYeG7P_N{-yg%=}Nt9k@z?jgk=$$NebaqmUV|9YKLB>2+6^?I6Q!nJ!*ELaf9 za#79X$WAhtxmT(29wURPj#%ew=_<%$e*gOAL=|Kv2(DkaRRxo~tlPGlRe=6g!C@o6 za>x!hiH-YI4&!w`UOTnRK|lS-q|=9Tm}s{TleQ(nsYr+45fUVjR1Z!wS}22S!{%p# zJ4#?A?$|o|+EPf}w~6Q!QVMnl_>ZsN!o3eEXE=HMC;=TCpWdgl+ia?jxt9xj3a z&C=yWu~MKfkEeFe6+?2sR%ioXE_j{ps8xEH17ft&y?&F=fO0*N;myi|>WodRCckHb%qe0hZ$K7&FB88l z9-ay27bhrhG*dz7z(pc`Hh1N~y8!l^^CQ1ETb z`_{>5@U{zBShRi$EBl0*%LSvL`a?x$fp7>|+*`FPtThC5P7Ih22ZTbm@#VyWy+J_u z(yenY_&#(oQsy7j`9tQ0AWo!MASeo5-X_%O41}pGW-`~bfk0kWNii@2mf#6Wm!&xp zkTMna@C*`Mw}`jw*5TgI)ArkD-o`Mo)yK`GJ#qZQK;p7SKh*24_WY9{gnqqA5g)tn z;kayvRo}`-XlEW)oGSYSr{5a=jXM^JiB%t~*xRDf{YCMqO*v6Ga-T;uc5NJziaRGu zAI0L14Xe8LdBvk@!Cs2KZ6dN>k4STJQ;}n{|KZc^sn~Tl;2-a*bWAL?__KN@19wfy zZ`YB`#t;c%1GUdt$aJ*Pm>9`MzwkXCK+DF3nBQ6q+B4i#tFNpZ^9=XUx+MtATof8G zb(KrX#nJNUi7u~PwDXHi>b;wX7wu}IYb^8d!_%iFCvEaEv9A4>m|8yWnJ;^9bD@g|xlrNtm+gL-F5JBxHIJ*ZPgLO5-EE(an^)pyS=!+gMkQJty0fJ=u@bEn z(idrWs?g-k$jdi-KOi%Zcu`lv{i>gpHil(0S_EDlB^IgYjtuqu{ zK5AI)VM#@qcUQj8SyNH^!hdV;>(X$yov`I~A`SK53g<0fLB|K5JVW`-=@@9F?C?{V zf$NXl+qWJWxW#HZ$i|O>VQKEgBb%A{N@K1uLxqWg>J!%xnfOwBG3^_%2C3(4?_|l; zV!(x*j~=qMDChDh@Y=&#G*OZXTr*LNo`S0k_nt(|*leP~e;84-ZiV*1SH$tl+h6|M z#=^q|8`oa)Vc}q4c+tyj7B=;|L^D%ZxJ0On>RDi6SjgMz?%j2$8)^X!|IDHVPM{~B_^f7~al=td-c+IgM^UQWry~^rQO{c{8#lL!#(iS@w zyNiv1ytKNOb8O6%B6G6dvN6g1?6^KE@j|w17^ONAaAp5z*9Et`E$MvC|0K!{ZqdIt%+h4 zAvz7X!LTp(;l>7>pNObhC)|MXI~z=tsyS$K=U9?Y1qY)-s0}P`oKLYE(8!8|yvbt* zy30A(c+{gktdEU_?^+MI^t188%W(5857_8Oto?k$mW|<8Jl@A0W@Cm$^h)s$^~f=P zwoipwkLNpfk}DJH@z|jtd6Hf|-dooh5xKh_16=PG*p}7dLeZVBu%~q>U7%npBvpqa zGJ_j4R@5Qy;xg~0couH=Rdd%5VWEx%|GSdAEWG<_usd=i3(eSBFAq5*Qojqy=nEot z?>vE{mbFNauG>*hszJSv$EA;W*5IvIA8twN)L_(D@tP%TCJrfWp7~e6MC*e_ni0pD z=%n@N%78ZmZ&}35Oh0Czsg|J0vQrG4HJn^vr_=G5Pwe#pXF7UCA2_{UiH1m1HWmPW{J!lR?G#XI~da0AfI$zb{ZR z*7VF@nPDn^3j68i_LG8DX>0HDdr5ahxryASt^JXn)C#O6)FZo0J}`#9r3#+WpFvcqK(gz41{6y4g1j1ivjuiK7Pxt&A#A)puJf z@o6~<{dEcdIbV*iW-9tu>@7!{Jn>!U2nko^cI1DHCE;{>Kr^b6FgC|JDJi22r}G8n z&drozub#ec(q_77@aPYJ%Z;Em0>OT@x;?drV?ML5uZ+92Gt5UB?m ze_4fa`>l}Cp*y+-sJl3Kndf*Oh7&Usn>zE5=$q6!Jd=xav4z5cD|2z`ihLfUBpZnb z+$Q*mS*X6E=*igXY;-(2Lv350h51*Qj)hy(&_Ot2!E$8^GIcjy{ob8|>$7|tzO^P{ zW9LzfcoU1aQ;Y1nd!AzBaeFh{o+#Wn8{2XBWi;;CX|P}X^;4`8s+&5;dVudL*f;;N z?%{&xi?$q{>*&G~ozFG#z^FgxgVvsLMwV3l$o`Xhm^nWvrgHxxX1WxZZ!vJ?-p3ba zjT{JIa@*$Lld!9xy1j?5G1&tQf4otD-Vy}=0{{U3{|uLTJXK#1z){IhmXaiuls&sd z*#-$^7lmk{MAWKF7|6Yl}?1g&#t^& z)`_4Pm-zjR*i-l=6&%Tt^AwnW@`esxP5~*`wMiX`Oo*Hk@H~{41+w7^9*15adrmHJ#b|2YG0Fwmx_4HuCi1}jRtQtO;yh%&6@c~ebb9yG0`R_BaNkU=1o#&Ul^X{OVPx~(ytZ2}A$~17?!eZU zP`^-}r=eL6{->tzRCtge<8+&;u?h)t9;QES+g=IwHufbShbq8g^-*L( zc_q-kEXW4?CuS4!PMzS=6VBkb2vyQ#y5h5>E8P8$p)yN)qS5^-2{HHVYbec4C5ws z`_2_NL4>F%u4YXJrl(@|TiX_xdV3KU>u(0@ca2F|#Vx?)n|YyGs|8Y|>+}!3Zw3|q z%rxfv77(;?4cU?00L1BV4heD-R47qBU!wpRz3{2K5}#X#DPKOZ?%{!8!^Z_ z6VIhlhrwdX{Z+9>3>r%&3^yYT=IA!ZR$4KbVtvx!)`h{B1_S+?ce*Aph`%YWescx`E(gyCvOh8SwZE!x+yH~H8oBXgQw)6i@0lL6#voKH zxA%)Z2J#mzLhoP1;B#Ag%YIi3)Ym%An>;Zv%fpXZ-@t$rZ)Pxi3j-Y!&6)dQ7;ps0 z_wIj)f#11{?k#Z`_&ahGIwWHtb#3?hwL zerB-~ak^cQROQBC+~%ob&vrs)s483%!hqk|zi(ND@ZWOnMZ6>iukkQ@ad`|ZN)@K+ zRWSIVz8Yz)LHOs}k^Wv6gD2(-;a)}N~cZ6-yZ|}pn!DFU&yILDuq(bs~( z>G>8FmsbSGm`I^zf>%^fmTznyp|6u;FFHinvAr-@PwId2?ndp#Q_{BaQa&K}_z zO!#5=du}Nl2P?MOrHCjTWPeSZ=6j5TD^F-?_EQ{|8b4(yWZ@toqdeM@M~u5tP0dPh zI9KrX=lcpAybm_+@~p?6QE7hlhjYS98RL1+KxTk)bIfV zPmTlo&k*%wVArbjW16Uk1WV2P3mCXQ9^be3F9w71CkHCmiTr=DY-PYs_$hw*+*>Xj z#uW1sT(;w2F*)}A*DfO7Gk>pyixB5W6)xnH#DTK(k0n=*kbhqeR#CxW+}3urO&y1U zpeQqYT_VoLP|fd#IQ;5;loDo!gAa$Z=1v=e!?wQvO3&gTviA6^juXMZe5K=!D-L3M z!dX|naM08ebX>oI!^z=l)+e`#e9>f$k|Ov>kb4)&4{^}tME;B?bB#)6v)_2OYKK5wVO!Pc7A03j;qaUGlE+E0a*nV<5{ zC8-cG?EB!bJR!ULu6L+VffCW2c20u|3H^@tKXnP-IzKfcji`{*aQNt6b1Iy4N;Rys zp~Bj|!83*q#J>FkHX}|{kbh<=dfkl*t@QPbP2N;6NYRT=^{0a7qfO1S!BmKhSsQ2x zr$P`-C*C}Y3Q+@@6(8cM;3-<8=l+xmGp)f5OPN$Svgjg6G$7C}s_f${p@N0u=2N*9 zR3KlMR#K}c@-5Ibwx@;gdr7oLY=c#LE9~Jn7FI!$1qCyL;LfwCi z3g0SQo0_z!FkJ9rmxlpiM+zUjZ9xT>>7=8og#SS|)yj=9fjW7K41o^Y`<_{nPHNUVlOfgP*!re~`5>n9r-YKql_XZr*Ln)fE)T z@$}si-AI9$z*{G3aSH5crA~WxQXuG4io^R}3K(T;uk9Y9fMU~^!g)gkr}V@3>wckt z&9CLJ%HJsv`@_2;<2r%`HVGn{QaWw+} z-w!_qVhB_OA59d{5!C;!uX+6rftde*;o1}e+CZS4=pur~Wp&XURtkLa+Zv$6K>@a3 z?JO7%1^CX#FI(=Q!0vlDc2Df4z(=9k(?JI)Q0Tilzg3z7hc(3h7AR1F#uyX=RSN7M z`ZDlVlL7|xylMYqMBnXC5Y}`=Fr{thH*yt0t+`L#VgMrkYxMocA0WuCTK^}Kg1|(V zqvv8V0*B!}+i1~5ANOC-$jj+S_i`31#{g#weSn`NmZVxfsw27*N6RU z;oEAcSKN9vY>mpS)hw!pY|n?`8(pfQ_Vx86d55Z?us_)$zuA!SzDkH>x87~2Rtc4dBrN${DuC@>m}OdY1zgK0*?G3A0!B1*U4JZ)fSdi| zMd95Qu)-73hA+K@#kaG`*LBN*)B0HNct|;DPYSHb)Q}+5Q6nj2upBm;t%sE+mqMbX zp+;21Q)=4 zl|2_4v3yvoZ#hhH&VvXGC&MoRx$yd4GA({J7mmY;u%sV3VDqrEG|xU8bhFw5?CY~Z zGGSM>;lXEMn&TCq&Ugl&#kR7O?_>hq{rOPri4?FN&~lk!Nrp40Z}+q%Cxd{_C$R<7 zCtyY5Iw$zy30S|F(0UjW2R?pBS48HbfUy}1W}Ax!e$~GE7MceP%+hR;>!ZI@hg!XmNJ`LKhff}ev~%OG?;G9G+{;1Plj2vAjzF=Tpsp+O zK7RSljgA{=@M-hUTDl*y7#HVfdPJbtvu=86-@*|^iZ`+;JrdPN_YR5hMIz?%laj3J z7^J9YsD42-2BjGNSikis8jbMiUh!FoLW82nMBOw2EnYb{n7RBI1<3vvabNifa*gtD z&byq9+5)v}R(X@rH`jeSO;{Rg?RuFz;hBb#(_Fk_h0{=||L>I#W*KNqD3vSeP8J%m ziU`Rjr=zf8-IfuL=O~}Wi_O90Icl3dRs2%sIdUG5w99f6eN9K#>pxWn3BBL8} zkf&br#D1Y%WZhu3(Em3FO|AUq<{HXDdDl{=#rC~Gll|9~&adX7V$J~D5Uza0JSP!m z`t1d>4tRI|B<%&_x0!lvH;|8L-%M$?-a=HYz2rXez6jku zU?!A9DMCV{0_Xnb7NN@0D_t8ZijlY2CFb6wV#GXVW#JiEj6~F(9)EHyMpGj9eSGzb z(bX+-y{mquXgvE2SCd^SVjq5&qV8OVcy0)3iW`-oQaaP@fLs~UKmXu|3||?N-~U=b z<4-C2o~>@^w_b+oS%#SbpUV*aSLZd)jxuEX+mg-lWf^)sWX>a!ScVpFW*_coC`SQS zpXcsol_SnnUTy90a+IFY`PAhY2}N)?=e{{iLWapC%tDHU&VGvX9~2^?Lfxxj?%X6) z9r4$ki-m+*pQuTm=B+^g=K6v;*(%WN@ibD~FA{3MUQrkMg@mGbNYBlNN$B?Um2QC^ z5|Rkp$thx5fpP=A`U)#asIhY>fuvl4Ztq`zc0;@ZT|fUyyfv=^#R?9k&U02E8~Y6k z%25@l;D))vyW16LzvXygfL8??IAO!b=~RIRGbne`u2rJZGqi78 zy|k-QI!lp`kzzHHPn1>rw7(kd2xXDFoK}s>n0^fF=xQX~Gv;s6nxo zjUCu*4Ql8poZRA6i>Al^9rU)WMHgN3oeOnpk>oxrK^?U^w7-8fdyhmN!Y|&LPk35~ zWVkh}829Q>GcV&x_wPD%!AN}e^>`ifb-8I#-CK`R8ly2etp*fw)4CN&G@y;?8*e4V zHXxg^!+yzr4M;$p`k?A`BRV8AWj9jWh!U(e{dmCNgp>tGmn3OYHc*pOm^q2P8Mk~+)eYbR_r)3n*UQ|6o#YNo}i{T%Q)g3_thHRKt*AZ*Wa3N zp(1SLtbWvODv~SGxffPLMaeeVacVPEq;0aW@Rc|Muef{1*-y11aaFSH$J$o(c~Zqs zy0R5@xCs7ZIsOW*&I!C#xc&-RJxx})&C-TO-vsS6{Pzm+-7fEQvTH;9OE=@y&$Jp%2FXvlbI?=J&; z8X8o4U2!XkhQf|<$*Seikf{Gk&o!P76fSm8;fHVslJ+&oe)O;d4Tn(_)6zSTufpOg zdf9;(ooCkUt2&Xzvn$)%J3CRBjoAS;-Y&GCD?_Z}U>ACDPu`={rwiqt z;xDdv+=b4rUFPk5(1o0oEY{tMx{%1DuTovVyHHz!=EnfRZlo$UdOu}bHxiH#J^Pij z8}(_Y`tFkNMyGsN9m6EMk&&~{?`e^4q#k`I%u%QtWwBhd`?9?oIlKN$&*tt%tO7x= z2j6!gElR1E?qC-(u+0z^@9#o|PYaIb=XIgj@mRk-2fEN!Y(ghNxC@b08*^^#?m}## zTDAJ$I}xd>V{W)H(XIp42^G#;*mj_Du0yOJWIB+%fVTa=bsAC$sSBmU6}zNj z8mhIL;8?b%A+ht42ZdN@s5*~lb!o62iAY?TVI6Bn{~8`$WWCsqzF4JL#q+kK?}1x4rrpDj94E_WDLa{27|>g^Bv&3qS06GlPPDc3^u&)hTFn z&!s2QTomNOIMv`?i%`&Z`L>^C2t7!0Hn~6Ef_~cOmVKXSL0iQ%ejZtCM(>nwdbh7O zqawM4rDwd&h;MxQL|zgZy_->PlN2H&y~*Caiv^9yup9I*?`uLmfp31c?rB0<{hkqH z`y0{JA0-vT+y?Y$8||9AcmwJQ=DwsPP25LcL!0g8>Jhv0vFfv`^(d6v(~(c34ykg^ zIewcd)`^-C$AIFQ)2mRvG|FVlvhR?yE_p^m)+0XoL=tMq}FZD?p7R*QO ztLr->;RTwSv*h#HoQsMd*BzJV%RxH1?z3B5a?rjkzQ!xu6>Xf;$ z{XldA8gPDOt+f(|Y)Ow_O6$d=!YyLoWm@i`;=B*XCDTID)rMxLP2>KE>#6$gVZi`I zVP|omCh8z&q1?&%2Pct8zH`fwXAU4j(%K~Bcm`;J{Tp20T7m;j=KDyt2Uu^oH60Ki z2H#5+#cws;h2?>2r(@m}-(v_v9QG7786842M3Ded>? z{YhXSQWov>>?v@jN*dH^WCGJ@DktAJ16qId**|`q4#LVMt~ppHycEew)O-63+|E~= zI3JY*w^sT>n?rJevzZ}>zsiBeun3QfrMYm@_0#7Ly?hYtPxD?=Edc$U>tvg`BEa1g zXE$sv0dEs+63wR=a!mIz@b5(+#YojwJW>KWZ!UZyop}k#au(AH%Vj{i*uwhTqa5bA zT*O3#%OPQU!TXds2~Ndt-Z>*p0`t5osw1@$9whClyq;MJl<7%^yMHB&A6m*LS~3Xh zY~DuRRt5Q^%B$pwN?h55oec9c7zfc_sHn3jqZ)Y-6pF}Y+?ppt0B!;TPNzjt}IfKv->{Kqv7Yz8>m~XQxs?vg+6C-ZTol^xR`xlTN&k3uPA%W>8=u@3FdM z6$Yk<+rq*sG2lE}o&XgXd~N4uvoFU$N#x=6*QFR}Z)D>;t%d`OTZuUh$DwfCD)3DU z4(inM;b)CF&`*q{77tRvsKMU6qymROSeAkvg9@9U4;dMEQlV*Kr>m}QD{L)b|HEz7 z3ah)Pt4Bv$;YEO(j;UTNm@E$O{;#JMLN48nZlJV6hLU6f=f_vz8H)RtKW_!`HL2rU zZQH<&8W&xu-v;px*p0~UHb|UK8>8-RgLh7sGW9p2gwBmHVW zR_fZ}ME2Jgd(CKYc=m+y#^W^DLDKFK)1rZmLT;g`Dh;$n$kH}_G-xX!si}6;AV=oJ zb)z;KxF+j6`)}z4&CM%)%uSuZSGu#zilq}=N^@fWEqB1A?733KtWNl_W+SsBwG+19 z6E6tT?gB*#rH6cRolyH|U~i5}7r0B0H7+Z3!OXEoCM_~uu<%|i$vC_l$OpTB7KV1i zT>Mzpfsk%scaT2PbEg|#YuIV$5ps3ANTr=}52SRF^wkgdfI|y+($tY2@Z1`24O%^* z*he4TtJec_)rDnlhCQ$lmzB)RLI)pzYU1Bbbl}Ptdb5j*4ts2>_dD^?f!&qUw@r`^ zY!Xl0wf50L@5H=4MVt=wJ!+jNW$A#&O3e=`6Z$8DMct1Qa@DSjEIM>ZKF7T=*?SRMo-arSlkxv{koOCexeP&o>8y!SG_MNZVNr#oUeHV@i z6YFaZ`n_U=AJ~rHjxu!k@Sk)3HzhiJQxu2^I6{ZKkhI4fK!-8r;@hD=(o875^n>8VFD4}uM)0cbX`b3H zL5I?%=X+idycC1#bX5-#=bAHA)lTqA<3R;>1h3EUn-yjVUaB0D1|bA5uDIT}eAaX* zmXPbtCwO&Vx8l^eNW{OCeTzZxs*a{{T_Sj~pIRwfB6#U7by+$A;b%ofZ;AE&*gLHcbZEJCU|Zj3 zItb%ICtRip9-<}@%ky;Td-sqI>H##(io7%);>bIX{E0q*vh4WoPv znA?-T=(~#nT+%7Z93l)DsCD+pkYIqPq-cSn93hi-kF_3RfRP$m&`zBJculJ1tPU~y zxJKVKWWZL<`L-Qq4Cv%x+f;1L0P?h*f%aJjEbNPq?z_kUmxVvCU0fMp?+|w2pC<#x zc4zy>-5|bSk!TmaP56_owYxry0Y29)Jxm@lKx9IwaV(AjX#zE?e#s1o{7OIcUnVi{ zw|XWsmjP?`M_iPO88AbBaP}360j|>%s&;jRz2TF~GtCU}*2POgTNzL~;WurzGC@_*b}V~46Nlgo7Ku zW-rSzVQgdYUIQg2%&2l_KUQIaY>|iPdo?DEY<`_9rNIP6#z8JWZ6ZULXvGAH-m2uO!#H# zEmVA#2{Few@+Z$Rq0P{}MZ$>*My%_cS1&W6^8SrK<*rP)|5$GF&ow4I4Qe@|>&1i+ zzsAyNA0|9k!bt-+m~c$zDA$2NCd3Urj`Fz81otmIybU2tFkU1jZ474uwkRNLai0n6 zPguv&A2Q*SLrck*7$#UuNBJCzXM)b6vtURf6W&Z4J?~6rf`1l|B<~Od`jW)wUW_sz zz-)^}X*Lr+Ohyg=&Sk>k+*jYU3YhRe00030{|uLTJXKv3h7n4cLQ)Z>kciSC)LYUZ ziA+rtqL8T~6d_+JRHmrNlqoXH%r#FJ_ndogB`Fz_WXMp42H*MX{PsC}?Y-7|*4cZ# zYLRyv{>vcnYd103nnhqsWBQnI9sv`{i0jR~1pXa1bbMY+K*q{$%Rm_cEuUR_o2v+D zoDPY?rL}2-rKGB))1eUBV zmft^4AmUN)VDKb?r`*Cq?|u@n%dK)=KSvIk7t4V0S68T{w zMWWI9WB5}U5*L;+>^{np2w?2mzfPWnv+RooTSaQ!e4NTuCUI7fUu;s9!~vo0y}P%Q zc%vcu@b)eeT@90cbPW>y16Elp_L7L&<6M7!KM5r?=-hg&a<3kV z{Tc)O_m7kKb~N=M>ja5O=^;xgQxez2k6K(hMZ!Ji7xK=M$n80_;`ccc=hq7U(6J`b zS10iGp)H9U(V4>U?MQTZv3+D6Ntm9`-Qny)B5C_CwbH93EM^8BxUZAQmN#iO@FFp7 zXrme9O~UhrZpol8<$s=^`nCWPJY_~DK6goIeBQaOCClUSjnGN+S9!fmg@ z^?Mm4Bn_&k+OsGQG2#za$XA&H~!ABMavCUGBajOjA!{jQN?`>IIzU2-IY zYeNLVI@jTikPQMS134hIJlb}Bnx9$myl$?XA^$Gl8L z)GwOo;bS6Ub%93gc@oj5Z)dp+GqI_l?M}5Q6Fc~njxAfs#KoYTpQfvs$UN}sN`e#< z_P_F1nqQ-Ml2(D+H!$IEk~8lk&qQQ|>s+HE6UUX-UK85F1phQ!`{Y(?pH>~kxa~~1 z+F#Q*4WjbY%}`U&WWw-Q=z+_7nRwOi8<@49iRWPt^T&0VkU2HvzU>GT_s2dOUe}}S zCwAW|Kh6Y`>+5e$BPI%YG!k@8nRvrzqZ)pSiLViTt{=`aQFr<1mW}6`;PMgN=VHyo zGG#Kb)Ryvht@-#OdnQg#_+32i$b^`IbMF%uChCtwp6tKM#FYBqTIK6Z9Qkid+S7}P zK;KlyT5l$Pv`M_=_haI&@w2yP0ZhF1^`1$%OU0{`DER$86KT9Fq<1`EVvSJQX5UaI z41D=_wL~zHYQ=FtG@1!>ff+-KXVf}38m-cvGht)g=01_Y#1_uQ4>XgR=+#tByOT!E z8+}v9$YA2aW0$^F*-U&kbm6keV`BE)aoOxbCi1U7)|oA4;;K!rt#&yReRBhML#mk2 z475voTf@XBg(FQe4NM$7aAnY;naW>x5BF<26Fge6>lZqh5Rop0E|UrMM@HrmZ>T(< zeBk-9lZp48QIYc9l>I<*?v)-Uwr=~`R^G=%`gi&_o}I)VBTPIq z*ElpVPR+~ixU^-8dY|+!$nzKF|E`Lh+BqhCt6JXh|7GG)Th1Rd4i;A4eJz`~hy|U` z-MZg-S?~=RaN4ny1uOp(4}Aq#a6WnaWs5KixuYGGqGBv4Hx{*6tYqQK8|k*R)hxXA zOR1lbV&S^qRDtF?76KL5$KKh%!dE{|e}+5@{#ojFt2VQcH?rpRg)J;7y2+SlZDoP) z)sWZBc5445uCo2=l>M`)bs?H8sH>mNf4i53Ib}(Qb=oXkupQBMJjjC6vIe!{BP@vP zO{j7mV_{N3f3v;;3$NX#_@5ZDaLHCBug{c)vq!YpN~c-yd3x@byEzN%9B3+)=UGr$ zFZG+_0t*5%l0vx1g2R0LH8*=|9rE3hI7b$CPb){4y09=_#-r49l?87Jq1CPKELe{9 zDJhdID6yRlRM;%kbcJ|pzN6xdvM@I7V!>YNld8{07D5%BSLc0Z!Ol)zc&wj=1KG#c zZvD!FO}qQ3$1n@Mej|O=qf~zDg1MGWuuyjVbEWAt3+^|kniFOyd!b8zzR$BD>GSx& zu75041yzRM=43;^HMX~%n~hwX@A9jbuu)|9>9oxih*ss& z)LFsC?g!C39!Rj^JX9pXUc<)Ed*WwSO0yB5B2aF!o(QiBpXsW2aE4Svtb)f zI%hm%<5#DzSJ!hk9IRJch$gae%_TI>D4C6L@95o8X>42{-c#9~!AA1D^UjUgZ1k@! zUE-3*M%+5z#?nGItapD~&Qrq1VjHOl!*c5T3!&AqRcy#=*YOV3u<<>ynrmkR8;)uv z-|siG5wo~5ZkWzSSfjIcuR9yXR4F zIKMoDg;R@7dDi5x@KNHpb#7F|c(t8mqT$0~xHtJmQczp2$b^abZHBDV3+Gd+kDp*aGQB;%?hN z=>qD$4Ot@@cW@7hLMhRFqev3W%k#p@)V*&PmGtuY84^ZX=3EAC1YA9PHZGz1r+c@K zEdLZv;04#xx1G-jl*FDlXgEb6P~f7<@Jj-gKZp0*Un20|&W^euX96GIN65cvW?)g? zmq~$l3@C`~TV?-+fp2AcmcOSM*n4AzamzIZ&U_3q_;8znksXEt%flH+JvJGhB+7su zduP1wvJO1CvGu^@styS1CS-QVcfeP5sw6bC9nZ3R&+C=6qxty$iKO~=%;ZPBs3F>M zA@&3_!K58W`7@tYTDD`eL{sP=$98-Q7UAx3Y{N0By2MLfZTM2v5tPi?hI7d$UG)Xq z;Jxs!U}kk2I!ROI=kjf+|JcGSlt)MQjdt^{vR0G|`=1hRrQ<%I{kmdSD?;B@Wb=J) z#qw&G``M1IsGfPgY|670>!+qfYj|6cG&XQQF{~9WUy}@;Nw>mDQ{72csTKLQzf=G1 zZ9(FNtxFyBTA~-C)w;TQt5S`7qc=97i=%lU)21HNcbyjh^{+>#rm0MJT^;C+KRnfX>Zm^R zAKhfG4)Ic_pBAOm;m^X6fV#n29RC?|{p6ooy!36$Zb_|0m2X1LNNFwPRE6p{U8u!d zx^l2kN)3F;8z0UU)gVYTy8KyF4Rjofc{tzKpnb{g?}dOGcsgBMyIHjcw^*_NzIs+; zY1;0??ZMS(j}Kn-L!%m=vftE6{c1S;E7Uihr$O_Zc-GU$RYLgvoFlJ?ks4;n)^; z+1LLyJY9_=4)zs-i!d8R%lR5*#{_}{tP9b5!;{zlN+I@^b-J7Q6~b)m z5gEQmg}BH6?Qn)p0hloZ+x8h3K>yvTY_?Sa6ikiBU0e&`B1b%uW9LJ5&!x*94+@a> zW3DB3A|Llw#Py%zD1hA1fT)OVK9qCctteTa2aQ!E*KgH4Wd1xq&4oM+$&Q=7J(dUB zO^+CK3SUzBIOKnOx*!+nxu+Gvc=OS%RlC<+C?5_F7VHaG z=A(0+{`=z%`B*BXoMP3M5AMiAzrHZ@u}N-zy2ZBuQSJOq%6AH2d1YR8;eG+uMc9am z_Y}f)&A%*ysuQColNG{)gjtF5gtP(B8 zs)NS5RTzBhXTZ-vgE^Xuwf|H>eEvpO=g%tWJhsX47^wo;-k;tRSdFHAf7l<^RfF{S z=zWo0jVu5C;B#-ThNgvxqLo(-HkPj_?6<4IN_JyOurlq0X#p+%`UlK({=#CIMt(X*;U z`J0cnHv0AW9x%I$f4&Z-XJ_lB7T4pDO!-kKfqLj}YEW?-tVirhcJ7!-0~p*r@~_Mq za5q3t&+cpkZ1Q^~``$KS=ekyXp>GY?d-MKEx6lUU)+l8jC}=>~s$b8&O&T%$Psu!) zvk4q?`B|gQjj%Pf@k$PC!UqM#iod6u@E}28hJ4wClyNN^eg7s{`oGa|WH;gJ@u~NT znN2X>`887DW;1RYH%0rkH=}6z*=%d+7FZ8uopJcli~);`{;Ikb1o>^aPLFJXPOT`b z-nkXs@g7D72U;<)Jj(8i934-!VG+bZN6HQVLig@gs74j19MPtuRKlusT857Gd}4L> z_vsK_F`E42RvS8AOv}iaw_ztBZ>?h65D_nY>)yXM$jO&*3XiqJO;qNI zQ$ah1R`v&Fb9F%e)8b@aYP=!vvXb-ncJMKDyH@+Rqy6zs3khZiKAw;(94TyvL2H-3 z^)m*N^40{7FJVABjE9eNB?AI;ZwRr#4tOf4J%9F{0n6URTnQ%zZgF1LYfNUqaox^k z$~p{ef3(EcC!T>nBj*$%&k@+P!|46?BLr@x4y&u}CNLZ~efz~d0>RI1jvM?(z}ogh z%)S5u0#hFxm>&uJV-}3cd?s-7=VjmJ{RAY2yoU}BQhinG-WLzQ5%9Bqzp-nCT35DZ zz1$Ci(rb;P?o$NJrb@$`e-SXw_>~ctK=og)t0p}D5~%FIovEKjfNYq4l9)jtu4&-e zWEO$K6UKJ?^9Y1RMD{!^ByfH}FzZ7xff4zb{R-s-OfBTb+^Pt4ix3MnH3TNM^*0JN zP;u<3zHzRZz{_dnMcH%$k$%mtPp=bLx6s`*?4s>epJ#GBBBXo)+-KmQ+;KF zucoS892FOznyO18fv+-#t4fjyZ1wdNGJb~FR zS;M;&FTqvbRs;u$L)X5#uI45&_9OL{&0-SkmbnCHFC{Uz-1o_>0Exi(j5O`#B(_N! zl!u6sV7sfneY=uGhN$LmnKdL7vz3)EuO*=@uIBuD9f_Srp0tGxBu0JPWR5D3I9g#G z8o8OI{_|r?d$y3c9n*Dh(>4+w9c7E$c93xRTkBG#POZ0Eq-u#4iDiuWE+bI$8|Pld zYLl=H3lbYVNTMLsVr+{p2^VXw)gH%4Ode>tTV+5Z_wd<6JjNs*ZMz+>XGY?u;iy>n zX%edz8Vuf>lbBb&G_cN+MCDBG!sQDjYUEa_6<;Lrd~$y=mjj8;p#bOOP9)ClcDx_! zN}_aP$;{+6N~eT>R66TH>5)7A0zEfKJmgM08E}h4tCZnQ?b{??eLDZZr<1C0gR5Cu z6rW@H1{0qtJ{x_OwAoO6RuPOpZ4@6%X`4&3!vwzPi27fl_=FZot5;HdtOgEMESaY4 zKL?H*&rtQJR<|^c;?s3vMZzG(hc8U{qcSIn<3rcY+$cUj0ksBk^0r z{KpYN5}Ah$Wy2^wpAv5^>Z17Qzxw4OD?!2}SLC1*#V0LQ@Io=gCtXh=mvcRpFYJ1AgHNxlruayn>o~D=HwiU9Gj9`$ zPiW|+m^g|L?a7JPLlhrj4o7m^ArjJ0Bxk%SKCj*~m6|9%Tf)|REH|X=Hb{4#rT8>F z;WbF5_?%GN*7<|tmJ2t)2K-(gW_X-A)bE)#phs)Q0-}d5+AmRUy1vV zg#Yj73Il&A}w{$8Her4@taiOp~n%Be7_mdj|hwD$c_2zSB=AT{>YOlOIFk zu$%KT)p*Ju=g+eXNhE43R_;?WqVha@)y?@NwNKj_PA27l>`N}8BUJw1d+$56eKiUG z)~CzmsrrvrdabedK7r=d2Nq995OCZ*f16XEfc|n5!z?ob+UbKEozD{xkw}Yc6(_Kz zDqjDo6m?EQ>T-xI0dB{Fw{;5Ce<~jqZK+J)wN%TIdN~H9-rdkJ-ogM&son0<4hF6` zcC1y?VxV=HW5Wk+2HGms6Ww(g2n(q1<2Pi$zhKMv7iJ7tc%{W_STLY0%eEsfFrd5l z?S5Ma2Ij7L)y}yxFj}ix`p|;`qiC&y*uDaB8|Is|~7a z=ZaQ_v|(p+mGoiWcC-elMBM&LMULR+l^Zh?VyquxV;tA=94~Uc`YcR$1~}7TX4+cRf)&R7G(5m zi8%REI$r;DZ$xA>#2zx+EMGU{)AieNQ_W4-RW{q}+uwxwTzlo0FPgA5WwAk5NfYQf z%^PdnnlNYIejo1}v3y8DI%=p9e?#Un#1b39yZwyQ+^I$!HMM>^Wz&d`DM^KWu8m-v z8@nCHr1W_y*Lt3h4HyirZO@8mfO%fLbMny!wEp+P$A{_@4F%lSn4D{Xgy8t<(z<#~ zUf8J3Xs^eTM4O1`ck96|W^QF3Ru98SkAs1F^?0&NdHV9ndT4V5tLadBULuLdtd6Kd z$#a3{E|2QKsbT%@ngONjB_}2#&e!2Rx|Fn#kgwGf#|E^WD7 z3yA;+aiRViC{A@1pG~X5T4u17UU3byy=G;?Z`5FWRz?4r$!d)MXBRxVP>m|j@)N6S ztI@4a=h5w`#*cdmrJ;|i(YqtrS#fbSwtey|ZeCuEeGc1;vQlUWKJeYssg#CHj!4;% zHX71CDwy5Wr$JRd=fRb|RXEqcsZwQ7h1F~8N*9xrcwByJ*UH{X^oAiV@<$~Wbop&3 z`YMp(p1R6!q5@I^TOJfIR3M-~_0=nZN~{Y!XtVWU1!7xmFS27QU|Do_nn~%6P@{12 zV^IZOzB3K1-&KLSsjIze2P=>lBcYLKRDox^SGsfSmSZWQ-r{Cfj`T~ze}*rVqq%ah zTN|e`;2W(50Uri(e{5tcI$!-;WX~=sdreHC>Fd zxNp~Oc}j3b*OjqZyaY*=+~%V4B?z6U&i|HAeOH+>uSGHZj>hcmJW-5W)em!0Y>F{` za>H1QYY|kFt9%lP6}W6mh`gbJe-T!t^dd`4|cZ-YP|R4 zfh);7{mar^G_&0oEltirHP1I=Gu>?Ddg|U#{h9?~R_csIa28(aelN{C{0d^_uGcvE zGm&gvk@|c*9fe!@`s!b%Lu`%lJneQGv>N>S*$30$cI(ZDOx+YDB;Tx5l1PE4qh8Vr zl^5t-u`{V=*$XJeYw!0{PlV-Fdf0y1L`W_<^8ABnBGd)!Kd_79U}@GgoRIevpKVCa zi@Z-@dF0>WD`%t78Je=h<5eU=r!CUde}zN+`mWrZona6@tuHRzw_T}JN)m{T>FZ5sPP5UIMUl(jXLhrRN1Ev zj$U|3D+yZfEg&9B`=Mv4xp5(smTt8t$K5!B#xX3)!?QP%He}hNZ7Bbk=DD=2V)$w_ zjX3($WN+zHnqgO|_0HchH1*x~Gv*p`v=Qah<%hKrXs7yORtn}M&_X91%AamXq{$pS znk%iFMB~2F{JyU~iPmXhsjM~jf+mr>T!6F zm8P?&GfnPG3e6^?Hs`ZTD(xO=aH7vRmG(aX009606jym%P4Cx@Z!@W1#xf;Js6>*8 zRU#BgN+K01B~#LY_|_pkLi=RD_}z4zMB ze%AW?+gz&pV89ZPc&Fw1^yi2Z^W* z+TbdA!~Vbw+PNnKkve^32RJKXlcr!DJy*vX$`!qPrgmY(?Y{?q=v6Pq;*!xD||ij zkY;XlC49^$j&^CXGgkC)98D|n;Jo=7akPmn2_ZWthSu5QyYoOu49(yw)ARCw(X@%& z*jpi=qiE)ZG0b@J2%5;4RMXPgVYI>0rDj@U&H zT6hmVX|$PAwo!=Z@7mC%5sRo2Etxi{SQzX$GiPJZeJGulRtav8hl^jBf!5YU?7gXN zow+g*i=yI9^y89XZV@z~5t#~o^WQP~Gt;2tr=xYTDh)OBXN**oq#U1NrHcy1M%_6dto|;_BvMzpiAqU|k+U`&!ytqVq9m zez-Kiq5vbZ++-8|0@yZtSlu2gKq|*!TKruhl!WQkmaj#a`JdmmO2Zd$ zXdQTZ`_T(%W-n1A&lQ9199g5&UJT33-Kw)Um7wkEtdD2aOJH`^;ERk{DLQrdlP#A@ zapckoy*(dFp_bB_c#13q^J8l1mx`B|^hj}fRQ?kApNv+PuX_c3>8Zr5HLvjZLLtL0 zungaW%Ebfy%87D#-dhqf zH)YGQt1P23X{;RGqm>_{hsq&1u&7?nsRA`7(hkOg3V7LSOugq-;NE77)ozWIXc(Vv zPNC4Ea(G{{Q5DkmyJ|*PRbi2dq(lU*3Uw*JZ8Az}Xqp~#&t6oGl`_lro}e&2O(!a1 zVKpRJB2LRJt8r^{!33wR8j=Mw4d=8}qgF0iHB90yvLko6eBJpLdlIxYW>vj~l7i=1 zjmfu|*{0-OF!mNX$?NvN8Geh?DMXoE@jDQz-sZQ8-a$@0U!E9x2Yq$P7v&VjS$paw zX}`zZW)Yh2ruVpcy~*q3>-XS_G6RPHzK61oi-X+1_lTHx=kHa+8rThd*TnT8pI$#W#;n*Pv1K7LhexgH3U+YF^W|X#SIp7RXw!&?yqWUtphWYRMZfy2lLt`rf|p#kyc=;X$lkDH!}FjP1g<+(xOz@2 z4p#i9k+r`Sn~8sA-CJ96)hjZ=sxJo zTDFRg2P0QXeU<3A(AlgMwwI2sD{^YH-028iUHE$7JRL9PeIMArr^7Wm`;~G(9Yxzr z27*^ivj2I zo+Dn*8E9Uk|K{Ek2723=H#^4|IDh*3-L(o#_

&eUVVH7+|RUyX^PU5%gQJ(&pF zczr}QiiwlU2epcFm}pt(#a0<+VsEQ(@jo6DX|w6;C0DR;)x4o#lPe1h$gWvhfh80K#j5I#N3Y^P}@64eZ08?Hml6%PE2>;lJ|z;@E;wJzo)G5kkf&> zg@&H_W<0cQ9IS#@U`0{#lnaA(bY`m_MFDWmg zR_v)wH3E0DO-T58DDM1cmiC( zcg|q20MUfhK7(5V$S+n+yGP|GJ~!Yw5g|Z@$jo=EqXZal39|Qy6+kGh*;VyGfU#?z zPfI6K>rMWZTBQiUJCU54mL@>unkOUQ9}6Jy_;K;3ECH-fH%|oQ3J@zfd!+8U0Gl7* z?~pAL;5bjGRRTO{X-N)zOVvMJI+%Ap z$MOwSe)O|++hzg6gatBLR9@~T3oM7Iyh>YyDcd*#%=((p9YW>BP+7W;P6*H|V&|&( zk>W+xD$Vh;0Hb@@?fG8?C=x$9F+uUQpT<@+qWIz)hHSY@@s;_4fRczd|Vj7sY-rRFfgF z&c=1qWjO*3?WYb^%q1`)nsz~aApyO>t~=(61S}b%If+XNY!dIU?NTDJ==YP)nyUzG zylgS;vzoxtge^wn-~9juMC%YhSN3S{eB7v?P)rCqP1OlDz4Y_&|VD;@ADE1}L_n>ImKYs#W;se6>1`)Vr zXsjE1gTR?SQ{@l0sQ;Vm?pza2;MJPSuq$^799_EX2Q7;FUj6v7S#ea}pY<3=9ujEY zF1j}(k$`niYFU2@fyoN_1$yZO9=AE|zWIc}7O8^U29p9@daQ6-;TeGx!#erX`2Azhor<$oc@G6(RUO~XzM(%wSlYr6}PA-o_z~cF@W6Svjc4vpob0VpD-SrRU zekAbhnOXe6X99`A@2z#Z2?RWSNx#}lK_h41^Q|8r%Q&l)5!J#5x^c$n%FvkkwJ z#|U`(4|{k2Cg8?+xI=4-fb!=NEk6+wYCkg#YW^dkJ^I3FjsyuOG5OS^(j-EjImfB!ph}KXm7j=oG!08@!Ojy+`Q@t%}t8`5rG9EhBN#DdhL*6(n}%M;$F# zMZ(_TVB_R!63bQ;85yr5VRbz6U9=|k9Zz{9;RX`5V!7|tbV!Iku`BvY@uX^S?V=bb-l5FFA3vAcMj<7Co%1JpMLWo2}_5^Zw#Lj zSf;ltd+`wxr4F^p&Nd{RJ0}&C3kYaiU)cBCoby6=f)|XtRyy8HoKDO z+dNP&f1bqqYZ*<)FOg`~l)aqkLBjgTV`9jQ#N9)x4%_`m40^5cnQSMp;$dYVCy2xX z>E@J`H%VMkTbS~d;>mqfMqN)x@v`-B{IYu_4rZpm^ob^MTg+Q%{EdM4`DAVFcoIL8 zay4iCB#=tCu|76L^|cD~SN;gKk2L1*nI5P5wPDAT{eK9Io1Tt}|3~1{fUiQ=3=;ZF zt|zY-BjI!J+_0Y{71!)*&9$>gJifX2hpa4>hiv9S8+j6nZSAWv=9B0-C6oVs5f$GH zXASKo6d#J$*jJa67z-58YLuyU752YnR7r@KP6t@8A>nJ~X_T%`t^4v!|HpcYhfkMn zb+kz=%Iav0_$GEV4CEw&`#mZP%F*_wprihFv6$4ET1TXtyj1c@+57w26k zN!(gk?|09U#If)Lk-Re`q9fiuQFbFyK9O2}?gEKR!%FOz?j!`hWnzKj%Jcj z*l5Ph$RV-e{JN38JQ8J(#N>4gsrz}K*IzFt@g}|YK=Vry!@_*G`EN+bJ0*wNSCX)E z4bRG{CLuQNQ9Jye#J`HeU$)m%@qJ%4BeaRc427;`%vP$d+EMyT7*u`C*Bx_ali1^0 z?p@eHqL5*7e^NlA(YEKst`8)_rLySvK9Q(dn(~v^Mdk6}^X!#96we>-tvmmN#C&F{ z$*Z5#K3(K^cE&FfYZoMin~su@Dc=9={sf6bPS!0S|BzTIcB6mIGzmY^Yjdv56k_Y^ z&zeDlVyb%UAHK$TV9AginLO#1wx#?v!uaKK?uJq zRvk4?*}q1JSl4HZbv1-2;2P*&*AhbK zg_B*gHnl!{Aa=g45ItK*`1V_c$USPmA$PkF9pMiWMht}5th-4LyM$P>h#eKSM~JZW z5A)b2LKvoK$1XDyqO34#+U1ZCQ`=Ja68nOB2oW4+MQpn)#EKK zXz>w3Q2n%Wp}!EV8eTf5uL*JDpUnIGU?FBtUFiA~BE*rFlAVXbgxDf)L92`q!s60k zf=!eVdj6g1vmwNo!u{7yMpRuoCQFU?3c;^`P!jT++P6mtw_6ksEsuo}lT`h64$Jht zrt1E?`n%F1s{i@BnwAT%P%U&b_AvyuDsNr!_&$MTNgYmCJT>=1hEr9O3Czm4YJ2t( zbq@Zxty7dipuD^MzdzJGx9*=~XPiUe!;6V;(Rl>IhaIkcq~`g>+}=RFV(NW`@!;1l zsrW`jY?~>)kohYrVW&H#Uo4VSYbl+uP~wmIpcVo9d;jg(v6Vm`*WtqzV*;TY)0THp zI?#2FW{d=j(q9dgWhum zFt7`9z1+k{sNll12Y7AI1UsZs;X|o3|7zprh|KNGIk9@ow+@d-|Mu4c}E7PBe z2q2dq-ZebQ2YXhQpLr!8N+}tx*QWV!ur81tZRR7#?cKSe{|T^zxhztL@(&+d^jj-m z^5N!f;J*`7CnoZ7;DD9S3kuH|n4UTFhmV18xi@@Y@sUzlJ(kMk zV{BIGRgYpmYOcf|8lv%WPWRYEDCI{8u|M=;XFdwb?Sq;e`Pk5_dpCAHAAU|-L%yo= z(dbmkyL}+y6%PU{&bps#24lPJ3m?EQFR@R?o*wylnTCw5M zW8^+rbNy{=N=kgPpCv%;gpv`=zI>&O5W=^y}uNlQA1-Csz4bo3deR>_k^J zXCv9$t#!pLHaZ5hyc%TLaGc%V)-u3?=0c9yu@M%W|Lm*sV6!kkZr*~AJQiN|{!$o@ zVT|1L`Jr$|Kv0ACm{Ubc_9;4xs|+$P9~h?6vckMWnx)ydRAgB zg}vY3S~fDV;ESD?aw`*hqZ?O6+ttOlXaFg!vw2 zB0g2e|MONR+LVtatpXD>RZLD_F=Ar&>+IvDqD*Z3H+E{h6caAOU87!o47ANLRW=x6 zKq8izcRUTmVu~EYv;vWrtpF5!cP^`kh2hBs)lJX2h6#cg}u9J>;T@hDr6wxt4)Ng0qq{AnYE9Y~Jj@&(!T-S|s zR6n~ABDRi>2Pc<{W~9=5~BKH9abRtQ|K_Xodthwxij?#;8@K z9VX{y2CF`8gGQd)Mv?F~M7WO+Xl`%A6Y`$q#qn0OPxO0#`Pqurb1H;mNh@ZUCr5e* zwjyIpPg{0>D@@$3Dd&D`!6~JYM&A{!*fOIbb`h-wv-c&M%SN@}Qj(qdE{zsg{v1_J zP;bGQVD7u7+GZFB$E=9D+l;Ya-TRYYG^1{h?W+w&&3G|md64vsX3RUb!ep$x34$9F zb8cibA?<4SB5&&^1omgPS4cHM^6$QLVcm_$d`L^>#5Ce^?}xAI`i*Gv%YGO>rxAT( zRtf(J8xYmGSm~B|1H$c@w4Xa0@Wfud&|pIY9?&98CF|;;>>@kV9$b&=tjxK)&eS9L zNh7JZk3vhsSL>(iu(KxRt6?D z>Hlpqyio^}v*L1%VReYQwQR1{mpX`umx~zm)`9t5H{#yUI>gWqOD-I)Lsi*@h`UPl zh$A%|eADYODD_F?ZEHQ$)6*rT+w0*t@i$v#vL0JX8}+u9qD zYkxPF+uDHaDUHXSV+~lK;9o1dyb+>bpN|*1HzGA4rPt|UBd%DEh3zeGL`3p~Y9*>} zm-lP`>#=M?@L};nr_?5NYX@`Ozcx|+y+LBe+GYf9^f$l1qZu=0xk&@hn(;>Wfqr&x zGwj?pmE2WnL1u|(+4>DFxantFu(P2B7Mm-&w=!DLlA!t8V@oUiRIK~nJ!(b#j|lI? zr>!_@bCB_LRvS7S7Pza-X@l}D9VsREHqhHVHM$2l){d|J7GHNSrsJ>10W*WGbnIMQIoC^{4zv5t z&zg?XvG$jrM)wsuf~6jY9P*@tTQS0EkD+79n!lMwFX-UC?J_lbMaNIey!i$s9mzJA z?FU5}@as@644KQIbb9J)!id^;I{7E7wlW|$d*;^H?hFtksuPFLGm!dZ?$*(42K3|i zGukp4X!tnjaI%X5o)5Rj_bmg8+rJ&!w~Psq!zI%yi>P_=Bxhg5AtqL0d}Nj}6I%|b zH?{du&;RP}v36x*PT9UoUlN$ulXX>g_y!XViaSRCQ1i&L*0lco7bZ-7)t5&uV1ZYj zxS6fS!p~JIFBgG@HxGR`zT3otiHd}l)Or?%-q@(nsrj24I`&gOkcGfdr4IqmS$J3G zbC&yt1&6-Ls)a2qh(tV=+a<|H)|jK2`d&5|C8B?3Y-6KZ?R=sUbza1a|8slm#fIIu z%l-uq*>HV!c5`+a8|?+lMXri+An*yVc=V4AiDJ3>B4rM$50=&>FXbRw%J$8jogAcv zmMiPUaB$?mK)*A@{Rd~iP68^GhhK#xB!&ACGR(}AKl z_DfUSJ5bii^S?gbf!L@uN&D=07?<&!FX6xgp_hKJ{v;0~c@_nsF+7lu|LnGlPTk87$+89Pg6d$HK85gX6@p0Y7C@43QkD<_` z_x26((U~{a);`FG6JzH(5#|5ajVs0rRtPXl|J7c*!vZ|Hmc~`0@YSORv3IWo$WD53 z!OlW}>5D7aQ7;Af{HEdjxl#eT3N}PnbPI5rGhh2?mjGdGH`Ty-1XTaVM4HPH*qGa) z`{y!&yxM_tQ zj+B2WEI2vTqe1z8`ZvuX$}j)!)18wXK;o{V@&Vx!604XqH}^G@*rvZ=U;aAEukCDj zzf(~Ng460UW++7Gf4@%WQob(t^&#q!f~NWG_Nm6iN$;3Zb+}k|>nQ z(n3^UNgIt8&CJs_^R&!7Aw*FqN&W8culu^soO|v$=lwbNRA~}DO>ejZ&)I{*1^YX( zbyDT!cL|+H^xo1Jdae_SSCvZV1a-ntLO)U|yAwOt&%Wc5(uuLih`qa}bfF+hChPUz zPRKv@G;jCm!ejs1334i3xS4ZG@qSwuBtJZ1$2N9hhue$ddNBbqxiT$uMHd=YY)jm@ zKmhf+3WM1rT~OK2onkOgfQIr}$vXzR@LxbK&vB;!WxJaEKDh|cSGnNOgdhPyS?N6(G6W)*|n)0G+l^F20Tw;KR&nk=hCYoCn)OZWRd-@HjnD<&gll>T;J9 zd=%j0E405^D8!^Ht$9H+g$R~9KeRzp2&+@UQkQ-Ta6vStxkgtA%I5g*97Q2~|N1(= zb`s)ZVvly%8X=ktVk9g4g}AxmXZC=h5E*SgmgaFn#NFzhvW$G6mLqe=HB5+0R>uyA z?i1oV6;cpbE=1Il?QS(0LOk$W>S+5+2!oZS?@itc(cZJ}g4lB*Ja4xv9r-7O2A%CW z_(O=TyO`d&Uxd)zZHfdL2Ark$FW5;jm?vNQFn%S2}V}Xwq)Qhc$2@72Mhlf0{M_wJ`7UJeL`~g5LzO}D#6vea)EL;7)8cXJ436$Rb{859^qd@1zG^aP zIz9f&eOw6JO@5)%Co=HZUU9KdgxuSCw|IvbgJFrg(G$cO-1t1%?!E+rY~Gt0HdBb- ze8uNKBpK99NmRc+jlt8IzMEIgVDLq1uC|cm8L~u_eU9XvJao!gYbJxt$&c9YkQ#~yPfx^AcP1+2mH9qkS z)@6|ADjBMz$DrOqHM&Zlf$<;t8y*G>WJT6wPB&yQd2ITVCq@iZcl;{fX3XI8+2z!z z2?O!M>d$vpki4#_O+4J7S7+8S zVA$hbi>w%Q8jt?2CA?gE#KwI$GSC=v9FW_@zI0jc7!*or*?)It;25{5CUGnAlPei$>cSwQ=y6czc2ZB-1ysaN2KFh| z$2E5ozXM!@#yup?inL$;t_(y6y*m{45kHIHMpW!)a4@7%$@2h%?JZZA*hw>xdoP{I z@?fCllob%}$w0r%@8~*jQh%q$>S;%ay{y42DZ)qegsEGL0@2-KQ<-Z-cS8%W`dJe` z;d^8M3=!SQ7Hx@3Cwv4eUVpVBd=AydKL1K|H`@0gFoE!?duTe{gz$Ods-@XMbeAyg z&E2zv&*~4lmlqK}lc#P_e7l6fr}vkVya}HPV)qTD37_B1HM0wsF_4*~z1fBEIhfhO z9bHcR2v6L;L-;6;d)&1me74$c;PjHdl6H1djwgKP1hB)G6F#pMs|RV)PyT6kUS|oP z$#pG^I^lDDqtLOQ^was+_=2N^Pib!CcX`6+SHs+q7uF2!ug=SLC49KY&vlCtKEpFF z9?Z5QeDrOnZX$fno&Hhv)sca7NK-`&;j^IqdCU^RCvMuTk;ZKd)@kN79V2|!INxxa zP54k=x5i6%F-Vk4soqEUd@oL$ElK#S@po)^;l^O!(Mu&)2%miqWC9-%J{uDMGc6=} zh=*2oD-nGOYC;XqlX&kdJ1D;={ZOG%Iq0~U=sHODOD-*hx9GzW@opg!zLaI2t`K5F zzmdHti@bx039ctHg&4?*@>%pi2(i9*+de%Og87;<)}1fJ`S4jsP2Gi1zue<*L*BKA zuAf(kdkCS_zx~+r!$PG0J2bf4ONf0*2Wmxqgvhf=iq1JAgvuWU8#_NCjAree@$0A% z^LXa+H;8AK(kUjvLhxLkXI$7KMB_t_qF{#*P8m`bsjG$X z(6O&qnn>&ijK?$P2w^HK{eHnLA<{&6fB(!A;&S${rM;3uc;#2;NffZu8)l_&01^8B%>VGg@fNqBvs_>KmyG+(_8+-(?xUzp? z-f;oa3ecfwpYOL^fS)CIm#oqdfK{+7bE}>JYRB~E z%pB~(s}efjknV!W&Tgsf)Gj=8NDPb5>%!N&(UXM7yD%D9`|dzg7a}*sa?5PHFg#%G z-La|*+d|hV3}|&>lXC%If1ne|n&ATrOFE(R_4hW{uukZw$vC__+=*7zOWWfeJF!Ca zpwfdqoj9~?yW9+h#Xs!8aizrk@A(~g zEUr`~me7IeGnQ_?ozww)F!!!Q!=oN7bFv+AIx&ar_qO9o#Tm!>>)N5SyfI6Day$CsJu3K8?bx?@eV^eF zjnZAuRsMC+@SLrX)tp1azk2kB&2<{4z1`X?qiEd9@on_lO(QbIRJYoNhUgiIj3h-G zW!7G&MI>m*ZDtpb|K-D=y7$Q2mwZrkiCb7XrvWI*YZ*GmVdBPa6~;W%0qg zttIc1!bi6LXV+I(`B*Wt@#)qCKI#=>tfa2-QLU%x|DF7Po^zmF?H(V6zid)^$nQN0 zHv&H1;-e{B?C0-nK7!q9wR6w%@rJJ@|L+nX4W6FCcjEbQoaw86Gm($vdb89kC;8~A z-{^hKpO1vG@J$+r_%J(6wMZQ1? zFmwJ49~32ft@^bc7H;mH4j5)SaE{QJmTkU zl9~e#jPE{biZc&h`wyDbdh%eB5T)9a!^5@q`1Kj3JY=M`^+nh7u=BWnorV}6f`&A! z+p2u5EB(k`WyVKD!KBZOFCRBvY*iQfk$kRsT*xAI(Y&DQHoJn4KZDfWQ_uORl>OP{ z^o5TMQ$bJLL>gR0rJK(*X`~DtcC#j&?uSbzsx70j{Oonvi{>;ms{dr%*+^sNza3}d z^=UkaecDw;zMp(LI8oVzhE~1Kb)!8r#3BUK`fX`=7nZCMTSH?~hwc^6^)$|Dh^U_M zp<(43X}E>xBH`YQwyng@pK5=;mYlPUK3$;cL}NcB}O?S>rC;4?b)_<8l9U4K4k2r>z(P)Wtc(u!s zMs&x`ocFpkZZF!~S4HBpd-N)LABjW!s8ywxJB`f+DcrzyG|V(C1>4eSgd10u&0*1y z=dZf_?G%k-N%KkG0W?l6aZN}yq_Jz}MPXPljT2%c15ek|7`mghB|CwJacI(;p}jP$ zD@9HOko!JPFgd4A;!vj@M|B8?riJqdXC0)m$@b=vZA)k*Nhp7h`pJjN$CttflW2VT z;hAu4E{(wciW~b#y(7z>YsQoKd!B_#w2?RxhwC==Kc&&PDY3bL)S=rdMLF#e4UhH! zceO@x-`>nC@&z=^`?p+|9wTvAj+Ev7r4jZo`djWl8kK|b|2ikMquL=bIOhS;+wJQb zQ*vqKbSO7JCg+-87VN+CjK)%z=)&?68kc-;$n##3x_+52<$9RdnOIxN5WO|(s%6Ic zk@~nctoweP#Px5^xLF|4o}wK8gFX=w9oBzz-@zQ)IomRz7= zyL|Yz=w%v8RVzMjzCy!y>a=6Y@ig-6TUU1{(qMI5)m@TIBTLz8e(+5ipGqA&t8UZC zkZ(*1BlSwzR}#OC=-E|%-Ho(tqUY8D>cc~#gIC{VwDL&&y^?<3PiT16+BiKX`K+!o z+wrZK#$V0XHoB!WEY1~39(hIjBtiB9qh9qIj+G**rFtQ04Gf6+urD$0h&pGVIM`-mQ`6q)tw zh)${>Tg^@&{o@>5P~EYeyzlEDY|tb+zt!w?*58%Xzfss&M*5;KJ^Zi4AsU@p9~|sG zNq_dIyCxGp&az6G0>bBt$F%*Lr0?{_^Fr6>JdI_+0X4m2%lD~H8O7qpB4Qmp>{I1d+i&M%vPpOHHV-~*M3(lPKF&w#q;vL09XuSmutxt0!@~nf z=@9B852t$XUD*DGhcS!&S-IbMh;8qFJ3{8nr>psPRzG?8QnIf(eu#%+m)+AkM~Gd- zikRhNJj{^}RGC-E!(*8(W+Ej#c$XCK}EyoSsv zR83uH!Gn*iUcu4*JlyFMJU(E{1B+eH*|~`a{#E+cyzM;rU2c9n@dOVCMK?sTcawWJ zYyWn0B6bVb{&_cx2gh)iON#H?pfC_3-=)Wcy?EGvhs?>ms^!%BZQ;RlnE8BIpNFYW z4Bq{c8*S*qnb!{+Hv@W)*YQwY>i6ZiaZ5WYH zz9tet*0c1Mny5C!i7Q?#@@+%C+HsZoEp4#ozAdSiX@jb!p3mOlRxEute4x6k74IW@ zU+Sl|;-k4ha?-_C?3A~3?6t;p?oc*nV|1@~hd z=3RWjsgMi2F}Ribo{MM?t*ah+Txjj@ zTd+5RiwD;dPV>XK7?pjQWOay(lh-d!%XQ&m$?VnqQ6nx!qNZspZR4UeDfWnqB^Ous zd~nWN!G++_);mq)_jUDqV`In~RJ19t!i0-MU0C*Bl?#KpuT)C3xe!gX%&Ae}!v37L z!U{Dma{ExAmWr+{n#9k-47bO~86l^{>{iPNcMh^{nYMNX~b^TQv zQ{f`w&HQ?;*<2`|kE`|)66%ENz=HNc>g4C%IHhvafzy9YR8+R6#EwY@*fqrlOv|up~u6O_L zWfVD((%UKN!b8*@@Zi1B;7l}_^x;%{J!iFXD$2ysdsg*tX z+e^9lZS%`tgU7|EOZgu*mT__3t|;)`TP{4he(os!$3^+Twq_$17uu!XyYIc^BHVnk zK?&h{Iih7|N+TEgQ-=COo47dFQDl5+fD6lhd$zua|E+gMay|vtYQ_20U{fF91K60@}Tk^o|*%a~{&dWKHIM&U1A}c?U zf_F<<)<7W_&b%nYaa*rdj;-$XyR zZIAP1D5%u0H9OeGg{%2Ax$M7O2u~V27{BJi{ll%RJLXb2sOUL%s*4Nx>ie19B+im~ z?7F+ zu(X!+OMG73R#Jx<(ko{@ZQx?4K_=<4K83?_E(Voq6x3OX=kt{*45^-sOj$_b-V4?i zJ1q)6Ti04}in!>%a*~=mmBR0LCkC`hT>l+rZwx2>`NDXOxk^13i}RND32$?;G&w_9 zN$T=*Lqehssq^30M=h1wxwsTCdM)i97x^Y5p4JmcenT5Bg#>faJ07A{rA?tYZ+!cV zVbYf$Qx=GlcqL|Zh8quYQEXWC{?Ss3%=zCd@;Jng@>}*%BMQx8I(I8~QCN8Un@{Ol z3Q7Kw^L68hU+KUD4p%6=*IInekL)WsH_l{SrLgs3zV!Db3SFlsjp^~&-LCi#lSy|`Ls zLZM0Q@$4C^DCDgdW4nODh2y8w@0nA0bNuMBK1&KyI_>mLH&V!PEU1Ve`P4=&oBYm> zLi%yp&e={BQi8PRxNRlzS?0v#Y^Sh1NMZ30QpXQfIfKTo6q09sSbcgwg=L-o3DpP5 z_urqhrg~EN>2z1g*@wc($fKIK{U|)k7}@suI0d(1$#%m)3iPJh_%k6CqPbmJ??Ndk zYl}`>be6p5N%I!RL{doGXI3m7MZr?)sYT&s3VYsYPdXM$;pW@`iHGD}pInf1|Ilah z&aUqEoDg>1x(y^g5t!xqBla@6I5TZB(~%E`4K37>0!m#FE@q2QU= zw=;qO83$;WI^4t1y-DxfUr?(M|Y>uWY%kp+_OHP;|Q| z;d3L#WNkL#Gr8ee3PboL>m6CINced4s=eDn_(aKD{=G){Oda59br3#U1%_@KgiqOw zcpZPjhv^87uP1!GV&5-FT>c1oE*(l+_i|hRxP2zj)oN&R5 z+`mw_BO|1r^v9=TC1S2zd~V8$cOdh~q;r%~?BO8tGv6itHwUkr)_fVCNao^~=y&5& zxMc2sjR`x-!Q^efPt^x-@Urtt@Y!Gvo;2@1AQH-fE!&%Q<_rg&{p>r2ksL@m&YD>j z#lgqw;ttg~4xIC3J6s(&;LjVW>i6Ry#64Ed^at?=fq?Htg%PO2zM zage|CMDhDYWd5{oJa>9J2fER(zXeU@;C!EJoN+rFp=;+jS+3^5dgjfFBRU)i3!Kew zsdM1Art{&B#T=BIx+-^?#;2MI<|i+b`MSM`yGEUj^unucA#>R<VU z)6j^oy>(@8eH*cAaQVN%xsAAOB;qZi(1->Xn{5C2jmTUq78r2u9j2A8m@nJkfRJ!@ zNMBzA`Fl9;sOF~zoc|+!SocZ;M)t%Ersy=l_f){igE~H0n_L z4tEQ_)?%gYPm}dSwMag_eR!Ej9iC^8xf+GnBK`1(ZugC~*cj~*YbsldxTk4-W65vv z+~LApi-&JvGg80FEA%Zczx}aPt&xQd!@(U%11!83?(8_)$wL4A^S^&@VL>&idWXnC z7A#&qG{~CHf@smk)#lDD$Z^u-tN+#@t7Fy7q}MeF{Nl@=_qYa(g#X3Y4{Bhf;a|!A zuLjQ&_lKUMYY-~3X5ueS4a(`)6Skz);JiUfe{4?;geTTM6T4o6Q$7n9mXy@s`PHUa zzmOUvt%Y4sMhzxt^=}DlsKIjHuHwIyHSm9@Mdx+b!0fErgH@w7kn8gC32(1~d}QJo zgN_&r)wNY^ro@mp9p~n(a;4 z{04iB#w4~*d;<+*$JL8=zQGfr@q(;NZ(#kwc=cJy8kl5W4?DZ02CSL#Clyj_uwY(P ztik;n`1RJkV*jckf4{r?h#Im`JKz7U;W8F7WZSOp*~o&myOHPG6D&km-q4VYVZm_+ z&1xZQY4}&9hp?c&R>O3H3k#DY%qumwvyk4EzG~nM3zDaYkBuE+AyG9ju;3~9p`&TQLW;4%$x3e)r2kAPl_vLwul^Ex zs*3oX{iycSH5STD1|D_#v*1+hpZGkF_$&80n3zlQyWpIBvW)0qbfdyV0Sm{rdl}4` z`4){9N|}GhSy;F8aff?43v-{Ib9hQtO$TOvLlz6iV~Z6`x3Um6D`w&W66Z$wevwU{ zEN}x>-4x7VVTt+ofAz;$`0`@eAS7AHe|$0X#$mF*u(jtVsrS3Ly=PUciC!-}to5>G z;eNrS+22VV{{sL3|NjhEc|4R|6ebEKA!SWSQ6ZI(a8OA_A*Cdtl1hsuOV)@Kq3{){ zP+7(pGh-JHX3V@}BwLasB-tvJ6s5lRuk$znf6dAI>Z+kpp- z=ao_?{CVK5nise_mw^2P$FD7M=RxUqS?>)B1XQnoKm2xr0J_7cUIkqOw6#1{@82Sz zX?xIH!%i;vh0;tGn-gFv;df9rfeXrx+gqiBxDYo9pB;(_5a}4b?4?G4`iJW$@dp9K zmYKs656F0*n_aJv2iaq9mWfvLz*W@8wAzXX#H_`FSQZavg?u*sWAGqEBy9E}lLsT; z&-p*9;6e3C-_v^HJZR=lj?7!igQ;Wk%pwIIi257!9$3W#$&IC#GJ*-PIu`Eab&UXu zTuZ_2cmljwXC;JE2smU!s7|F5kQcw{*W)Y#HjR3%G0h`DX3}TVOBw;gnhKrgN(pEU zO<_X$un(5^KCR4y=_jvcCe(T0=^?!#U_B3p&-t2*ZQ_CTT;ladhCFDU$V$=&5~m** zOkeCIaq_#C>}$;f2m1|&3=WWZUY`lu=){BWW3o{f-FR?swd|HrPaedIOU1h_BS7=y zVCY9B0?y7QFpbm+2>j6DWV4=t9iRPM*K8u--asGYwIPXD^p3ZIKtSj44(tf1x5OX-~ z3IQY4vptGe2`H0O5lFjEz;w3U3dsZl{1Qu}uaf-Kg~~*IA^Eu!Zui-RKOr&wFllQk^GFk=f8PF5MUI%NX@d90D(n1L1C{6 zP!U~hW;aX#?f3b?-d_Z?G`mK-dlE3TSscp;xZqL8;k1j9_0qTT^~X3s@U4k0J{+L0 zsgFzl*$77to(LOW&Vd|%X|sDe9H2ljRyAWSyTf3LZcB3RZY8{bQ(ea#pmSUEsZeZG3oDa(g>9g@2~6G)d(sbm;U~)VZ&INeq?k% z8*WG}Uo!6|8!E-%$Fp`8*w0k64o|b-`fACB-F9q9$PUeK+|GuBo=MhGZfvmp7}w^k z%mzW1>Pp82Z19TGD{e_;gM~)z^6h49=&aMql3vILWxYj-rDH6Z{=>YU{+b1md%S(3 zTUc;6Rh(z<$bvns58Ze>Sumv{KAt(r0ySFCPI?s!*j2l1O4?Y^F<&qy;ROp6yB=>H zkzxY~COtIkWx;}%ik*W7Y;ZRg?P)7zfk5`f`#BsI%sW5-r<4Z^bQh~$oBh!M-xtZO z+q{+qCzKrZZ1Nl6AwB!k=FkSPjNNp6*tP)%Z>9SmX|D&S{?{!R3+h3iA)nh2TMs## zKA4Qj)q~{xGtZ&~>fxuvlt#ziIw(<^*K*Og4)$&BTjsE#4z6ApIxU%xuqE6<%{UQZ zF!t20DC1g?)b!*nm92$CX`zyUh-zT<{84v*Q4O5Xph&0CYItbqTF`v! z8FVG+tkqrn3@(c`ojz4l1(sGJwc^#4aAjX);?h@@U>&$&N%-+fXsD=HTYtF{78Tbe z-n>x>yU$%Kc@$9rZQEAgUXxM*Und^r=P6Wx<$fET!0d8(P_xVOMR_^+hBvGXEiZ!; zOl|q3on^3#m(YgQ`$Cpw*t#XR1az4GOGj^`wJ~X&QXDKQw6+*@0_Tq;tsSv1kRz=H-3ca!!pC2tR zfYwAq%9w5e=y|%^zq>;P(PGO>f43IGCD+^f8$^qsUv-bfi?2lxcvtQAwG28a_x|x| zmSKR>%?w2=7Y2Nm=B1UqU_f_c!j@aE3}}9Oa0C?@@Js80*M3p5zk+SM`ML~n+BhDx z;V}agTo^mcC=6KmtkwSOQwF5F&7_PRV*;(@FZ1jW1Jur`%I0zzkezUA^+pLMlr&B> zX^${~!lZp^UdMz(KEija|1iMy>7dEfJI)P zJ-2}Y>IW^qEWOGA5B_7qtYWNu=nWy zR(i9pFu_vT+{x=S6P&7^&KGcJf{D3B*7zjJw~th;))NL;t~-6kR*nvS)}E)nl+ht4 zB7|uWLx)ND5$3mp4muh_ntg0Kl*`Hu>h5B|T-@o!Sse`6_c3jeRw4sjLbAT`Hx`4` z5>0=dRmH&m=lX7k2^0E7R0=m-VggguCgFAmsqd5~x0mF+v1fvA1WYqw`r@M>>p`JN@(@va1}u~=6-gG!)J zlWpGQR05*DJ{H4dAASyXi^k^_Lv7u$IXTHc@G1+ zbXx4q#~JWVB=U&;ZwBlUvixy+ArsaNw1vmXF+ozudPr&w6T)7_#M*CW!o#=f=~vB| zaHm1!L6Hrq6Z2)adYqV`z`OHij^v|#Wmcd(*>^?knnN2SnULpkeAS*rCRD9o+2fJH zgoZ-vEwTAbxZvV)p|Fez3&sB!yks#UefO%ve_Ki3b056W=wm|l*8q;~I1@tN>c#~A zBI`RTgq_?^2aflvy=>`XFrKqi7++Zo54|31Ez>6N8$Ew#3!`E)kT82aN5 zPpAoyy0;QM<|9Gs`S1y&GoZD7*Lk{ z-%qjQ4A4rA`eWe50Hga)zMTvr*Yo$gC&n;f4VWaBB{LxA7598kCIhCVTjYNilJ|?W zjHBE$21H!&HQz`u!2Ox(>K!l1^O>sIw$YIZ%69B&uahKy z-9A>Ee8~Ov)4{?dKOP3!(*xwW)9EFA)|4{AMR@d*&j1s|@AsO1AkVpiVeI56hYk~> zC+A;XRtQ=zzFOLox~-`9I=OzP0H_y#oDq?vfL8drumd+JaCmI=y~6+n99Fa(6Vc9r zSS3O?-Z2M6b>}|q3Cw}s7_Q?`N)AMbjm=l3=fD)J-+3iJ2Lu$fOLB&Dz{)7@SF3O? zWc+)yFkdSdhR$;QrG%b>y6g2ftKy%+P|fmK?xrW;S$6K&<3m}Hi9OG92D89gBIn(V z)nl-tsK#Crc?{RA3PUx{J%$M<$9hAHY^bm|7!|9|f{4CvXB3+rLlSYQ-*a0wq?hk& zuvnD^(;n&?2}ao(RwxtZX#%J5#EbS89qJ~XC`WrEN* zH%+C>S@T$pz8X;waF={p_ zyy^TAuqzWROV3ry+h&5iGi6<_(*rmeiR){8GT_6iwh#l$`*5GJpn_$37c37m2Wjo8 zV82-VJgrlG}|JK64ccOt>Hq~=h zH3}q&)vRoxbI^KJ+9BT7oz#Dqe?iRw==X_iJ}Bjm5njrwrH9XAM8c&({#kFd4fTDa zbRit&{O0*>Ul56A8FUBFkZUN=+ZGz#8i%3}e_CD6NI=_D+d{51C!yb=&E^rb6m0gJ zcolo-KNLs2rz&+1lg_!NJh*!ootuu-32NU(v${L`gYYq?i+wa%PJMzSAN$seBtJ#3w87%3s9Y2_kGi{l zPcA-@y0g1tc^(=jyC`aR<)M~J^4*)aDJU}~k#|k+fVvO(&2;5L3~{D? z?(?MKpn*-)q8mk6N8uPn2NmI*+b-dWG&;()uAMpcnvQV;YkIQ%7?{;#TDo+cfv#N| zis`! z>9WhFl!?8fkCv>sz{CwLqEcsXF|pG?@}}5P^1I6ZZif*G#$DJ0G;;M7rA(XaK?1u&w$yXh_(r#LE7q;gs0@aT}W=%y5a_GW>yt;y)a7i;flHAC0Md z(!)iVr)d286&W|xwr$utl7<-)BIQO03ek0*euenELY$0h_N+TaLo4>#&%V=zXv<+2 zTc4q!uIyi`Z3hjFZ&aFi8Pf327vue*2}NkD?|iGXhlcFyCWG=SMMxL?eCX%VBJ7G> z{GEs^LUz~2&dUWwD7wb^Z%r}{EnR9?MxCUSJeiyvHKCz^7TkN;QHX(hkG{OuD@3zD zKLgjirQv+NEfZnOiZDbXszjx!5JOLlRF=gR;@4@Znr<%|4%KvYbv2T4FX9G@DMfhi zAEn(QmxlR~p6_l47vix#@!!p|MR=_yXmVbAA*$~UJR~nhL!UtPx$lQ)*wV$lIuE!|OsZfgyuSCIHX)mw)wi6ZQ?)vEH|LBnRo-A{Ati*R+X*O}flScsmdzrV9NL-LV4b!D$x z0ctG_{+&I)08ef^{bWZH4PAeKKAQWM#J?!!SjHR`{X=E+>QqQxO1QI*P=tTOHj6gs z(=a4it8>7s2n95|8DhuiICWle;vR`d;4-28>nLR5cl@V87ltC)E;(uN5#xVwyRB=|95L2SyrPQ2`ka-j=`C%7eGm?)N z{%myr_B1C1sq5-tALYK=q;E6U8XZuG(kA&I4UZLKlo#jbI0d!afK_ie8$>Yh@Opgs8OA4kQQ1*s#6wQhb7 z3$SPVuN?Jj1vs+DVOQ^&0=yDRH+i(5;y?(59G)@ zex#tD8b}>|PQi-QCdQs(3cBcEgj^a0V_r}~xM38eQd2ITJ4x=dLfl06P%vHa_5qU( z6ddxuUR^6q!30T>Z=GNBah*y-g&C2L*Sa}t9vV?mPG4DIWU>GwlD5}?9t~%w-QpfL z6yi;7+lw{^3{*K7KC)_xjss3n;Qf<QsA3i=Sceexw%`CQlxKV;rlI?5C zLrT!zPKSHrVhP?=*rs#Ly#&SiReLuaEWxk)o<0z;D!~-HoINE*CD;-3%;KI_3BK3- zD09oc6mQC0jgH$|isvgd^}3goq9WHR<=gL4e0l21e#7_W7*`=5wo$7b!^+2-?(Hu} zi_$S%$7+Z%f{3SCH>LQbi=nk#^oyD`K!5J=VWc{S{u0 zzeM}>_x&lyL&x{o-#k!(UiWNWnd#*?>GN@g6RR8@uhC?i-jw6$4)J8ZNICvarGLCC zM}8k{vgwOZ1uETl`_L#~ff-m8YGho2{!z(&sZYxBllrIsR(~nShXJ2<^zW;{7mIY8 zr+1WNcNlvhd$=5L=Z*QiH7Q4ytf*bRSp{B?n>yhrSb3+j zqtNKXO6;bc3aYtRg|`GwsLOw^LW<8&KB0twomrwf1P;S`=~@_5EE?i}82d=LM`r+#0;d(E4XBs;ljCo)M|T zh_Bfj7n#-JSdHq~ZvQ&m%Dr4VGFykf^KDn?Y1gAplUC}tWA$jf^N?S#X+3uP$gjR3 z)_^tgvyKxZ^>`R?eZ#T_Y`K%sp_ABvC;M|hwmfS+w~GjfY0U_x5D} znrtH$UdjtoT-=D3<#lQ1dmB+Mdego3)<)F1?q^y+G@`qt>55NvjYv0lVM_~e(5PP` zyY^Qjc3TGp1buBp7qC9EVXP6wx4_uawH%B;-Fh%um4ktq)kn5I<)Epa!pX%CICv$? z(DQr>2Q3t(Z6jJac&66k{@q1fJfwg}dT(&?QGs;O#V{^j!ZW`=mvXV;Ls{9LJT7h# zso^yAa#1;E<3T}t0{QbMGcB(YSmxquwxy6j`RC>4^yNHU`QE$logoj8Y&J{_a^RuZ zu-mDCJRbII#F`+3hqC`^zrUc?*TbnGh}`Fxy9D?R95%SXf6g(=HI_^4jeQgAzy%+oPJ5lrTzLq!AZi{<0~ zgiIg)RX)B*H&?HY;A3C^q{hh@J`S0$Jwb2aqjg|F;gJG9{>=8aTk)HZ3x;0%4*cPx z=Y16eVToq^^L)COeY6>!4APX}RyJeievfi#&F84^W8vnx`Z-SUJ9Z34KS$*&ryuH1 zlK$R=)Qj(*qpj-atKm8=*pNs$8n4lU2BA9gQz|XE&p*QEv_cEcclh_*QKki54L3aH ze|U~5*S#foRzAl#ZAA~mQ_qoG`s3$%)8}~b$&MeN*vSo19_erNBi=BL|{9!a{^0f)4 zp2@$f3v9wjlV8z)?lj@b^HpnGHZ&pg25+bDf+nopZ6183iieS!HFSk5JX8{W9P{)t z56525)9|t8;dkR}Lv7kT?6}DO{V0@&>L;Q+hM)5A*d9Ew`w|bmCd<7KEaYLAm9KOh z8Sm}x;v>0_hp%gm^92v{P)96ck;^*ryIAdN{mncy)kJlg5f5922Kf?ZJiO_sdX;U# z!}88x?c=1qdSPnrjwui8OnjpC4ahz^s;H(~Jk0Eh@+x1!!$tpg&nzMHYZozO$F}nD ze8MuN4FxR;Isyv)%KHq=-ED!B2`))To!b88mk54Yy#>0p}nz^tW53?^g*(Rv* zuv2)qpH3Tr$KN!E|5D;1H7G6lK>>jQ%a&(W_7ga*FIMk)l)%6Pg-x$-5GZv}z)-q| zK&LNvhCgKx_-@WuIhb5O_Ig1|b2NcZt%C30{!ZY=+-EiicN5q=dwJ7wGXI+NmzKuq z1m;A?K7MtYKo91f36Ewjh6x((xA7w|B(g2>t_6WC?Gy>lIDzeEt3SOlBG=y<9A~)` zXjqotN)01W0M1x_l_GF`qS3l5iClDCch#hZjDPO9^7;O~T(o_8MvX7S!v$`uMI7t6 zXtMLTu8b#v@l%t_^S!y~dXFP&kV4>+fND#FJOUR~KB$|faPi8;2VSydKhxi3J?GDI z@!nyVb5|a7kso$+zACg;4_vSGrLi|@Db)uf(r zaV^U*Epa}9Af)``zymIpvX@hraksfmE;4-j00($`FBh*9I6hfZ89t~n7e;=skH;hQ79ZMdj+Yc#6Ql8YrW8(PG{>`R+I>uDqf%Vy3@ z<({IT$^WRr;y?;K+uh`14^d#Z!y&Y54+S%|9vt-WqCj=ABA6sU~;y18UK1@a{e zhHu$Xuxfqlq)8hnI2bTbInONvGnNiO$;&ubQTO&)R9528Mt6pO-9*) zA7+)6WTekLlD?^wjEig6=`)JRxV!hWj{9RWtPQS%mPN+G?IBoqj|>e<3OnZ(8AfVe zQ>G=65o|EK+2sluZ~c}m{d0kg;yN4IuP`zWnRY!)KSqY+^(nSFvF}&mhYV+Tkiq`1 ze?l*qf@!&vmT%um!OoM?l&uG;pv>{A4&YH?H?jSfe?ArcJ@O-Cx-{&tQ9W8FN5jB_ zbF01@(s3kd+ki-ujT!D5~{AcXAc8g)V%4T`xuaWuyLLije*iGr|SLxV_@?(m+#|z22SqD zk!@CFK>0bdS(?K@V#m_B-=z#x-^hQ^_KtxT&z{2Zl}rp=pH}2w%fO%4+@qI>`Al=u z`(26g`(`v$p6+6x=Br8TqihBgvwtW_s0`3O>gOIFV<6tu-M0P`1DpdNI($V8XgqOQ z_vktUI~02DFV15kxH8>ESB?qKFs9IFf&r!I=ZBgDnfMv3VKJ7#MBn3ICr%uyhl+b< zS@WHGRMaH(j56xcT(~Lb@T+>{-ran0mSY3j-TvpmuxNlq?{~HToohhBN4-``Km#Jw z7p0j$Z-9WcV?+H(_tgP6HU{7I%uY>Z!+x~j;%E^YW~7%|m9=c_Id4>Or;H6|_VJgCezUPC zCpOt%g@e=owWSY*a^Ub?y7ui64o*prspMVaV6d#(;rM+HvUZ<4o7}{~@s?%eT^tT9 z)8F_z{NNxyJ4slk+=!QV=8q;SG-AGJuq9<%Biwa+ew*1f;=$={p|$%PQS<)Nl~b1* zk={K~FzH+)mb7V2%&%(1i{&k9T9QVjP5SsaNze$JJv-<&jg1)cI(@@SgNxXZt=Gb5 zb1_(TWMb-SF04Mx`F6yV3q^Wz4QCk_Rh`FD9SpfJSh=xXX3xcxJx%fMo4ME?d45s3 z4Hro^3fa^cF8Yhl%a2{;A}6Y=UFjSbi@cU(Cfwsq75;ZvsOdINnvx}QC?8&>0E=BlVd2R%O4#|CK| znDU`JHg2%=3?H5T&pSKA`RGzHY`~p+aW5lEEX49l6tnl8LTK3dsmz-tLbb??TI(S~M?mtw zffy0q&B)$zB~gT82WQ`u>SEYp02kR$DQ(M?nl%n!4%6XIvTY$`RpP+7YH+iU?A(zXwgDMDSaFrKezr2#iz97U^viAr7WD6k=tf(-K~s5O!q`Z~P_BM?qe@ zZrLUw`W?AfIctU35j)T8i9B&`PQH&$cM3qg8aI9R8v$zkosG^W3y?Hc{*ZJ_fS``J z%c>^@$dpgrzH+qyKWx6KeKi(fQDeyCu2};7x%G@{JHp3S;fxBhya4rKWLKMJJ|^v1 zaO&85KHRU=8kAJZbp1CZ#us@?865u(ABw!X!qv?*C);8I)Jp3LHVCB!?!+SfewPu0`MbdGN zkv<+aMfl6REjd|p*?qxhYa&WoG z9^)b)GAE#Km#$N8<|C1q(9B9a?IdDV0UHzK|d~@r0IC8 zI&cvk<1sI06_KwJB!^G-G~(6Jp55yvb78W+Y^TnLMp&eZ4a*`Mv3Abd|Ct?Z#Lez` zsUbxE44=LfH$xinMOL`{>FP$rIy;VZ88_lL?|^pfCl2N*g?>Ib&OwIL{y`%ZV%{|N z$-K85G{~%bJop??r&h;l4sp=&Zr>@C68YX?AS5M^gEb|s_V)EeO#bg{%~cN4&mG^m zyO@J5pME+&@#Elw^s{l)D-JY2C{dHHa}Zpw`o?EJ2lxM;nD&9F7w%JzxX#GtU}s$U z?h#E6-p_xvcG!*sBY~swqNN-tDleU*pvZx>{KM`i4~hD7Xgzo1+yo0Vf;SX$XA$+S)T+-KEX-EPk5}$yVRN3( zU|}i?ZR19%lV3MLx~Fw*+0h2In@B?-}){ap4Ow`(E>h8u>qGd zQ`OBS_2@~lJpZt)9s$0rd$PYw=)YHJKN41td7ryxm%U-aXlU93zGZ`o=5b|RS=;+vM+L_3qb^`vxbdqNr;9W!q&#iCXGBNa znR^1pVmj77XjSRgqGQM0Qwej_>6q)=cF%GK9mccI?LV$a$Az2InzJWppnM6x+d53> z!e_faEgztPnb;-xuZM=-sSl^;+@+)Mr95Ne1|6T|VtkJz(&2OAB8w4A=)$8Xu9#n- zLtQ`hTvj+8?Zp*m6+`H_bt{s5>Np+oAN2X+19X(rvir9ZdNF3NigD>KI;>sy?b3Fo zgArG$m*POjo!PqE|Jl;P%t?$1u%g4;S0hWXh7PAaOD}IVp~IZ1toO=*4i&GMNF5zw zAOFVAr_7@xX?LB`-`T`@ChA8VC3No2$n85h3Ur(ooqc6JPQ!!tUn%)RG#tMyZJXUs zgZUwRywFXq(sW5spm&@G zZ$0PgTL)->#b(Z!FAc_VZ<+#k(Xc*=y@KyTgZ&H3nVTGFNT4(n7TMC!cSp2T!-~-D z`#cJx*U(T|#c}IiPJ`jCaceIFVqLOR4oRDM{>i$;WF8F_-%b|ZpG|{W?_Ty)Wg339 z&)I!efd;3?{~Wr;s0f>I@%I~|!mYsj53`R75kn$p+fB4pJv>UjP+|J|#>B#ADo$N> znUpA?g4l&eKZ}anc17F$XjBwL|9(_cL&ZnaVwyn}6_1yc_eYgev5mK2bMXr*qGtWN z^^))}silwfVsfZp#aP_m{F?@@WH|j@DisQttNY(q8mPabm@X|e%rDJfs#MUR?-?H$LGaPbTjl+^fQAblI!&$w zpS5ePyFUNB@QK^r?fIMFGs^LMb%@|& zdg#eyHo<4!mXBAg2|k;Y_n#~v_?+97)ve}7gN+@3X*9uSbztSDZi3HMb2%3;f=^-M zs2_>o<1_2#`Q-$k7~ihf=>(tkdP6GmCNvm?F%p9bJ~lohOT`2qlbJKWZ6)~ZozzZ! zN$}}kI-_zdF4rjS8;)bDG8tD&+3Yzk4}>=x_IO ztS^R&@%i)LA3RUR*o0;>{|ps3KL>ZX1XIB{*_uQ-M%<6~hw@twP~rO^DgnM!tcsoV ze(f$|oR8AMd>1PAKQP@n$AMTcvBKqoEfpT}$`fstRBT@v?PIxy3Tdfa_U7fpy$au3 za$TQ_-ZxfR0a{c%u$G3Oc}qpvB#Q-loFllz?eJUJ#lz(NI68A`~uvee(t;L(U z8Qo5VPYvbL4b6!>`!q=>>LVQ?0d4D7yr3iE!{l21EIPFA_6@16B=Ys1QlX(91Bd5b zIMuAlfcEQ{jvf`lrv|RxI#Ypx**8NTIa)Fiu0r0?wu*_aP}R(@%a|DPS@FV9pNZ?) z-}2)YG9eh6V$!R@#ALmji@j8tn6n~bXZ18Dw48LcmdP{WliZ$?KEl9!_KTy6e~8%D zwDIf@2A1lc@_iDq9*s=h4ZhOh{@UC{VI=%V@=5)&Q;eV!{o*JrXmQj~1H|9Pub(hyAyDa|%D^EON-inyojcfo>zfW;WfS%K zT3O;96(Z^`x9I;7&BBe3@!PJov#?vkG4c3o7S_$$TQM_&1=5wtFQequpzgv@B_XTe>WB)zT1hR%X!Z}$K;tV&WQj_qb+!oxK?$%PGXzxEc>3v8?z zsT!6i;w4?>o@dc)cr5((_UAh`4t_nbc4(N527bsL7b_0PGb3LWX>qVQ+j7`-C85J) zgBx4zIgp-y@-mmuOY}*TX2hQ*{BnAAxz0xp<_8*vH7PY>U+gdI&%+#qn@ljQH3`2g zdAB#syb)u+Mn0&=HbQ&#XrftoBiOlj_J`eVL`Y!qm%EjOE;Le!yQj#7IQo*vWV{hq z4U7#B=y5TwR4_Yg0iic5x=0TP)NQ*6Uu)r<*5t~=FFUgh`?mAokrA4sc9(~M@ZWp3yy0O!+38&VD;^em_>SM> z^Dv&Br#_j@!|u;F6PmU7;QxMT@2kPbO1l%o2Z@CjE|P^(G_zg$HbsN(RU$=k9%lg`JXBvfK z{9oURAIDD#@iB!-+kaAsE^GY&$7CV&ob#@oA^fn*hv?FZD?)s-DXg=i5dHt|*LhYe z#Bo}bRrD7j-chf!W`7nUXq|rM3#kyV=JD4@j0*8EaOB)DpYW4!w#C-|A;vjg{Si1I zg#CW4rz$^%_)jM%w4g_bn|T_RR$W5)W&C7cG!~&fnzH1Zp$PgrbI(fcML4k8NkeV3 z2s1TCGqVqfP!M%~LHb@1$^zAYpYRc3;Ol=u*ZwDhihBO&f;16qU;DqgT1xod6YX4a zu?TL*pEIO15u(4`)Knw-5M! zVr+QCPL4Hfg1prALbhiU!pFCjUXE@;07cDpMq(3ghdFM2L2tsvU%d{#%qG0sT_)^T zlwkW32v+yC5H5q(l*&=oqzRGKlZB>KVi ze^N9{WbwDwG(+vE&UZOa;<;>o)r%X=DDSv0_RMUCSiAL{Q&Tf~ie($rdz%rVn5NM= z(F{4+r41@3Ef`I+y&)xH>Tbn=2lg#kb0ovLcz+9`(h_8pr!A26XHCqhZNb{U*q_rF zEvTlRjXpckg4cdeESt<_IBl@7sArQ5uO8V9xVXtM=)3KvBvgjs81W{TSQ$izUQ#Zl z${{UHo4`Yt!L;xuST1&1 zG1s{XM=g>&&Tedi=a=GR!SdotF$Oxy zM&log(fGCWqU|j)s5yrFy3UL7uDtYb(h)Jbr*IVYUB#HT^>f~?VG)jKoT=1p5#a`-M=QACkc_XWUF&Dkw+(jRR4Kj7vfy7QnQJ(5N>gj zAb&R@+5>V!%7{F?H10#Rl7$eY%9TYSzXfnz_Btr$wE#~u_x2rmFMvviNxsW@0me1+ zsx_|&VBH)!XL*VMmo==7V@?SWwkSHa$wL4Q(%Js1H3H;Ln(``bwg4vbKZD8N`S3oQ zu^nVS%o-dD6*Gx?Rn@9AC!LSPO{T|+Qux^0a53nfHy>>i9g{aZ@Uf6@x9!UsK1zcX zgoy(@R4)0hQYPlX(q+F{MKuq`4#|^wOdc-kjD2>y!o!cL7WSTpdDymGv`2L_QEwL= zwsQZ)MS{U4GwV?<^rs{w{1bBFAM0E9UB<-#%XMb;J1+KAk6*4l&P8vn#f~R-T+n`; zoqyYr3k}zoH=Fgjuw8p8Qf$J7@~&H-DvKKN@O*U5%koA<&Cff=xZQ|#B!z<=IgJ=9 z2oFr~XvE711*MV0jZiaD*}HgNBZkSV$DXfjgwen6##x;lJk!p87T(B#g=S&m0zVE) z1u5>~+c=Q(aJ_pWkb_L~&7F0=9L(;1!?K&p!7IPm-ht^HEZ@*Ex_+F{TbX+-&o1M@ zTf9uMxQC4e@zzD-k!%F?me^?Lvtj=B`l>uamp$Docx-f^jmYpz19u30H(hpFehZ<` z*fT>l-)>|hs@GsOtCfW=meJaNYZmJMOciJU#{$jf+1HPs8i+c^97-K-z@e$ZO5$e? z$dSr7FXuNve$k94{xJ<$(XrS|__zV#dA~xMchp1k&zMg}Up=n$Kh!;RrylZjQzpf% z9?i`Eo%Y(nL}q{e`okxgc*^d|y(h=Shtf@|Q|2*YWP@v(`3!glBwl_~$-pngW0t$$ z(oq&&lo#}gj_PlZ9{pv};rLs5ZIYOdzP!*!k$!aKkBGLUAErY)g!=aJ7aI62#dk-) z(@;gb`RZsJ6?Yn@eJ?vm_$3`V>6~#Yf^3x5-H4?^)y8AJsy+?JDozxoEux|}`>nGr z;gfWR3{|I@Q}8eF>cuQC3dW|pdX#mLQ5f+r{M`%+MB9=zGaiwlo0FgQoa|pz$ciz_R#k1s)LVZ$_?%dqJ5x0CBWtrt`xdxe+m4AF;SRrzHc3xeyl$c z_q7(Y8~cJKbLt?@@L0b3VJ#A~5@!}MYvJPJd3eW2EixB&e!AOIgEKpCm!&D!B7E}u zm95un;HyB5Vkp&Ms|Jf*Z(4(OWK-40eI#hr`6SyNsX^B{=kt0CKVm^x=Tz~sj|i%^ z+&UOb!b_{ynI-WgYR+X$p{v*|Ba0fXQ3K1b>U z>vp(BtkDDdV9`TyiexG{@;oH0bKOKr-|>;@9gSL+5h1LT!En>Mh4B&|0l zQ)>bDCz<$&fn=jk^KfJNfG%2Ss}u%2l9z&cC9rtc;T*MyR=W@y%-dnZWfb5Qv? zewc(aIR|o%?<3(ykwZG$n}i4zlQb)L5?sS)bmcmdkV+EGnz4n1e`_=XqpXR3P8Y`7 zEl5~3*q^#{B?-D-?jK1;BnVzFUc6F|g!J*Bepw4hcyL=`ow5cA{|5j7|Nj(McRZE< z7pH_us8rIhQdUwlL=loCga%47LP{!0MPw!;*?aF%=DpWlZz8UBjS{I)S!G0DN<_cs z_t$xy^PK1Xyg%pt`JCr``f4K+-TAA*B}4Te;;BaA$9WE8&T8~rT~ha$1#Yb0{=;Mx z;FmvgQ0@a@yN{;2j1BxdZz1x&8W4;U8GBg{2&6bv2jl=;2*|w@4_MI`@{~h>3{la> z)n0)9Kk$CN1*kCw?Wndu!D!sa=jQ>|>MDCjJ>ai>A?L9pK>g~uEMY|;EsUZ+B>{|X z>zirV0K|2jNl4`-^4fkKzPG@HWn)a2!6Xv{oUa^rerAG$p8tFC4HLZ|=e@e>nfQ5# zzPz}K2@$P*ettzvJUGc(b}^NS$|FnON)b%VE1Pkw_Gco_%+%-0Jth*T40);7n6NhY zhSd^tSGz68_WQOQ+RK`Cj++6qL(UN7~oM)91O8xU|zy@$>tmb0!piI zsGek?SC#YpdNl@4|J^Y>roe!boVnI(aR!vn>xQKYF+d+Y+x~!ufe3-{v2*iuEDN&< zQktN{tloO9-~b)3e45M0I_dC>l#6)%nhw5eoZQJ2I;^92Ox-G^L;HRH7wr@}>UO^S zzVSI7PhM1ZkNVOPWz)5t>PE-96^U_iR{Ahvv{Zm*8?HroPk$#{Hn7Gh!%LDUOL{{-;VR zpEBX|akc9OPbNM_|8^2`VM0+nXHUO16DlslQ!mdlQQsf`;ju20*jF*5CaO$aZ#lGg zmjV;Io6d?aiZS7#SbzE5dP2Vx^N2ETCY)Esl!X6bV5v#R`{p=dJ&Jyv?q{G>Yxz~V zP6n25-RZ^int^H+Y1J=e2Hdv|Gie13RGDqlib`hS8!3Y8dN`p^T9~SqF9Va!*1{rg z45Y9tUrjkMpslcI)?h*C^y>JpWCI4;{HOC=k1;SPXXSZHnSmn9xcd^j7})K*GWE}9 z!g{)lwevC171?8!_m7S>DOq2=e$rtO8Tk185FJYv=j8YF(6Kco>l1e~9j1M|!uuF> zaJ3AolS=3qFjo8?nn~2VDm>IKh7JeGV3{L9bPOGEUWiJ{ma2-8{HEXqeyQ%+*&*gZ{p$kV+B_!4{1hLi1_p zf7p^@n?!@e*xOxd&uECf)KIeChlcv{=PF~aH24U}zItU(!*SP8y##X_WEGj6w@%Zr zT>X{#NevoQTGGFWDbbKPW_N8)iU!G;O+VX&X>grn-p^f4Ls_FWr`Hk{Ph5F}&P`LH zoL?@eFi3@2!PU4G-BdhqlMwsVNQLCek=zP86>(|hdqQ4PG0qW4w#lHv^W|lA)o3cZ zB-I+$J)t6RT*UDE11f&7=HJ!aAn-`Nmho0pV76-5#e|BqRdLR`I#d*tx&9JWq2l~U z!$-g6s8CCk;cnYb#htCo!gAJ9F_ZXy!y_&#d@V|n&;G8$v%~r)jx z9`4)!v8@WzF1(ELS5+_z@6!&htitAR6)o0zRfvBaYLep~F$d_M3MV zdP4adSwvno6hi}gLBUxfg&^J-D`D%>>CiTt&<3R?!YZDH@I zf|}!OM)syENRPJ2dakNM@Wre$(?tq4Hat8mKShC*jLECzUny|)lhymsML};bXJ;9U z0wIO>W>0ApqC?DjxMm2?Wei(j4=jH00H&Vl=*0Tj5^ui>n|PeJ15p(nA| zDfoPyE_m}Y1#b}@0?S9-^HW~I_Z=Hi`$Vgu({AE=^ zhNz$KqeHo5tP!^07EB;xtYTl-NC+7k=T>cm7a7*GpOa&5li?avCFN{KMjFra;^P;{ zNU?F)zwH!Z!_^rxN63iq*?7D~k&F*}CR#Ej$Z0`B%Z9PN6xc$}6|FlR* zd2!sl`2Y!{b>d$#WJp*(Gw1kVD+ycN8mG?)kYJVl{JzXG5`qsIadOU9g8h^$sAr@S zTw^Z;OL{92H)a$U*jfq2f(g;f)s?7U{xtVMc_r57$?xIMsRYN;C(=+{B`!AS9%Teq z!Xq-OKI%~=1hQWkT)$NbtFEPYTDFzAHud!Kmh+W}o-!Hzd9o7cx0~K-QX}wmJm=H* zRH9Lb?0a9L60ZCE`Oa*p#24>|XldR`EHhEr&aqGdhmhad-4hk~`K(s{+Re|cgYgE@1RbayRCT%dK0$wY2s?wiVfRyot8tGSox0SJ~ zPWLL{HgSikd94DY#R>1m-`$F3O3iwM~CA&*kz^U!+ z38O6);7|YaXBU43KJTTJ{^O{?nc85d?*GcM-p)bd<#0LP_qMbJyf269!8O+{Tgnl3 zzkhN+%5jfV&S*_pIqaMSg9fw8k-b+anigA*(FcZiBA%8L|B;Ygj-KUEQBkLSI@kmfDhscLNJhv6fku$+(ttVa%%53j|q)<65 zYRRKZ+~sgTp7Hg=pE5jJh*qGDm*LI1RSQY|Wr$vRT>5cm8SdNXiP^s{L!{67w$qd{ z;;$-Qt5jG9p0j8CH>H$eN2xd8TzDB2?4JsE`Idoi+necc-Y*e2C|VZiScb5HOGB40 zmSN7bzg5Ms40Xwm3xzey(8KDrU$(ytS7&y7<&ZAJyOu+I5?ji!`T6ylyZl7n%1b{| zVqf5lhTr<3*;0i6Nu5~!y%ffBDwd{wrMO;YcX{s63mjuT{BK!9DgJKsUR$;D1y+@5 zY&$Vsj1KWHCg(CrVc8_zlg%tfi;GG$Ija~NJ9UR5o)$ylq~1CcmttgZA2&UEr4%jI z&jQUkelW$Z?(EwRMroTC0!@Fjp2vv~x3_Nj67mo1c&BhhH@%JShebeimqr8Ov^O#kF6-exWDq3 z?PG-)aD6l}(q4#hr>#YqB*O0WQaGPfh=M4ct`$Com@jKZseK`O8oSjlo-Ty!w52Gw zQXxpD+A}YO3!&XwE^5A1fSGSD-?;`0AhvGSzofAM{ImtGct`E`TOs^|h-J<57Z zc|gR|7QWb96(H|D(|eOn0rZD69yQ1nAf_z(<-N59ur1y)vFmp}IKF0V?)jJx_x5e# zPhRE2V8gk&gL(N#Yj95-3C%}ExB*}6oqRBm~=A&@*tAGs`>i$JoK2Z zZ`fj-2djqzO-%>$kfLMVb$=V-KT;o(UY-XIL+(G_qqz_=H5LeD=fdIo$j$>5xiI=& zb95*^7Z*NnI~V1Zi|`9>*R||&5hd;Y_@^G>7l}ouE9SywwN0+k#$0HN-=O?k$U)2Y zyQ~+VbD$PZ>AuvEgA2Rw4)Yb~AUyKx3@suDAw5dVo!oPfRUN!m#FEG}8rx+X&oQkvy7u(7Dfd(s|a7qLfR(iHW+3>E!g^k+x{%D*jx@$Te48Z zmwWFm2N6H07w9{ji5&tzV)nIUB2GRg=W}T$TzEA|;jx)`yKLgMx@RW*?2@}Ct%>JW zXNHn>GhxcPa#mj<6Yi3ATz}VRBF)lAsPIn)il#MpnD=KO>Lr)*%GViioqnxFDae3u zgrA9hcm`O%kJxNHe_HbSN4)PaX+MC)P<{9CuEK$D-((B-3;VwiawXb(qNS za+aSLO$V>e9|zW zQK`YXsfdRjnF?LL zf-NGKQ(^U|Sk_%O6;mC}%I{`VzB0^Fi{99RL>O2uQS3YhaNyODE zjfy6d@x=bB{VHlQG_>u)9Q>0ZywuiIZhJtgmW1}6 z);AiDl5pX_zL?aLNw69|X1gRrJl8dsyEKr9>Jhbfw8BK_7T?noxt9p{qvUJunuHBK zzxmyoLc7vaO=h!9n}Q%EX4+-b0>h~Bjd|LM?BK( zG!)Mz$78O7(OKdU53wZ~eLm%QcnfdTaQqjCL)kHRSxs@UYX191HYN_ElA$KguMqLQ zc|CvSRFA)1&Qtqt!}QXzcTemXcW3UfQgwH92Wpy+Xao03WtSPF5jp}i^4 zRruK+pP7Qu1L>=rZloYi(&F&g!4y2%GwC?6ECoi>$IS)V$v6}}73NeOLG+6m>m=J` zSn1Ri4elZIVjMlXZy^Z|36$`V`Xumb&HelHJPE=Le3~AYk|2G}=LEk@5?J+d(^)f# z7_eF5Q>sn`<-m!V7r}|(P&#e6`%ySJq_bvjND#U$6FESiNWfIifGKxX0t5?Ge;fEE zKzMnmOspZHSA(2!zeob|*vgb$!||xrHLiCljfchpLyqPVk3&(z-8{O4Zuv?r=hqXy z-0F9QeQ_|lly-)zAP&66PX(^rjRVK+7dAB-aiBzfIkST=4&gF6bx*ouG0=REK9ND_ z!=d7A>>LaCyZa4EDny+1dfny~u}~bioBE(V1`emVIX@&4ddz<}KWtCvlPLNrZeI*> z9^TP@EkMXii!V>Ej7eN0QEqQSB2i8a4fGz8NWZ#&5m{`aJK)~_h^T--Gx^(qRK zKy7Q^&?pF374v<*5C!iWu3b>x|=LI%Ok*HC7Pk=6@j_vpwD4?5lDOQx_M$l1cYlO^-g_$ zjtkS*T=R>bL+s(rcpmrX&@j0{wbObIclMK>TK?w)+Vv6MagCLYFR63E@2EnD{eywZX6Szco z2<%gTf`J*{-9NelQT=PxRN?hNC}#eZc32(=t0ALY$%FuK$f>ILDF#4MS*|^{!5{6r znob#6`a|(dFP&%B4^|$|rW9AYLfwQqVuufA!0O_%ro5?#u#(Vhn%VXc)f{Js#7;ec zmFvMv8t(Uzrk20oGTR+#@@0OPI`2X3rE^@{k{hv4J7XGU+%UzvxunI=AK}l`R*HT0 z!_<6f?`~&5lo-n$YMt?gi=!o*PDoaf4j{|<4z*P>OFLfS0+Mmjkt732GKvmnU}sC zO@J=X8(QzDcnqjY&szJZKrD{m%~3i9X{igwsjbPNtlP1PeV6F_lS@}O`edSIu3vE2 zoUmcR52yz+A^1>>9I+u2;Q_a;@oEKlwk)F!M?5jAK$cE=J`2)Yw%H zx3@#lp=9E|^yGG{?1@Tr|9d4q!mI@Io5f>31rl`5jUWCmhK&A7zNXX}5@v!(Z{79C z;D6pprbdx5GpqaLUl$2NBcrJTf634+EO%lFQLtN9QB_@p0>2~4e;l zj4Xu4ia646r`U^hRgQ*jZleYH%c&6jqWwi9nTnef3!_|PDwHBF2wQ>%kEp<()D$W% zQYBUIuckxxhQ&$QH#Dq17DYOAf`PuxKgBMa)A35Be22qnI$W}}TaFAfi2HX&=ekH+#drgOIpD1w94~L^20M@Ganq1XD`K$YXho(L^JGlHD&-Yw z^IWOTzOT^HjNi9ky#mjvHPyoxYLOK3U~geeE#^vY<`;X`Vk_s0kyd&w@@}@V@{Q}j zOO|i@8c~P#m36K{UUl%I8z*Ph)WN!M|7>JQ9r$-#9#%a08WHYijd{XeV@a^W($o7j zUMy+iNBwIE6vdNGXs@AVCg3A#rJ>C^=UC@40 zkIA!&C(kw4L-L{LL|JV;tX6l(Z@kn1^W{dHy3RJB{qk?`5(C2aWzQs^XnAh5QL@y%RzkWF2ctfTKE2+Ee(n|5 zl1dt(R+DwvSCQhxoA8LxMn|Lx8*Bte z=hii$VPdz{<#SE2E%`SgVAur7fQASB5lyJmudz|y-V8^!sFZ_m6MO_!)`bZ)Y@#Js~FAgI@jO#W0Kl4dhrq)SswRGTqVS}i@O)QpNBd@XzKHiOze*`0c$83Td+ z{ttgO<4KE8QRiectU449?Hp-_8cliYo?R`7)4UTCA=(1V$de~m3b!DIkq|$c(t@Gl zc~(?x3vR9qd9(Pg1=8BAEuY(3kmI`EyqDDiPyWNt2WwiOS*7~<7-uVFZ)=ZR&9`8< zCAG@`zZMj{9*KD|-U6oC?0=VUwGwk7huX7itq>GgDy*?-g@fR0y@MI8`1YTi{VA!&u zT5`ol(vppzQc1gm&a?6OZGq>c5gS(>g5H|wu~Do_7FlRyqah`C=}IjdbsccFWD$dl)1~5&qnFlQuiAfY~0llEq|9t@D=&2r4h|W?sZP_f-p87 znCEN}dcwvEx$S>FAG2{OdLnt`0UJ;JE9Q+{+2D?KlAzvTW3WC|PSTzYwXJ%~lrz~N zLuEcGiH+Z?Wg9I`*jT&k%&7A-Hr`bm^>-6^D=!+o)9_)VaNejj{~;U90~U4b?h?GG z+IZiVu<DD^M4jsaQX@xW^76Z$()V*)+LFerff8){`@*X;60?%zn%5&t17R36Svnrzq zyj{7ObBm|hSeHM$*8T(=`^y_0aqm{`W+P5r#%Qx-Lf?S)674^g1n)`TjmCt&k->H)ys~ZR+9Gn4gV2}#SD#JU z+6GDPqboLSY=heT!i=jx8;rGgSoH9=VK1Zj*3o5cup3|0%voSVme<46V1FBK(vIFF zE3{$Q-Sw)NbQ|7vZoCyF-Ud0T(dwTfZP>D~?%_qDHYE5RjIUqQ1|t*kZ;Cu^VEi1H zO5|um-Nie?E9TjVcraJ!{NMlUw`#I`oQ(s`+)En6YX z)x?9(R(8Ny##ms7V+XwVRcH?%>cF+rC4-f_I&eK)L;10B2l6}9KU`1jz>;ltU{g^C zlDdqn{WCkD|C_H??`;Q;?)AIR`Mm=+NAnl-4|QVsvo~A5Ds>{QQbm7_VkcTpZ|2#n z+ljK_dZ#N^ov?oS!OE($19fJyo#_&t&~xbNz9QNQ9g@LT`KO(DSwMOnn$d};#f=XJ z{5s*XD*rZoIuXJVY4lW~6B4fbs>TI75qtH&?!oC+P`B9H8p?IxV;DnbM57ZbyHZ4+ zwspYZ_jewF)(+(8Fi(Uo>%@MxjTCk09S65PQq>dA<6!rR$g}2y z9Q;(t=Y2AngV{~D4|CD`!U{aIFYo7|k^TQ(CP{Z;?V$y!Rka+Hv-}*$>&L;*Ov~qA zy*W5-D^qi169=j7SKF&AJ26FE*f*%O6O&U{oqb=}i97bKelg(QiLt|j8)dRPG3MQY z0^_5d_-EIZ;GJta(R8opJ6rKiY!Ovl{eE938uMw$?Bnf3v(?+=-!1FF=sy-w7rEN; zP-_2YmHBq867NHs4;?t_Ep1@3oP*Vi&z{#<#6jQJQ#?CMIoQ?Q+}nGPgM8MN2^P;e zDB8BqRi&MS7erh+DG?kjl4!I3@|c6KM;dEF0yzkSE-dl-PRx8ev*zZ5PL$@ET7Ipn z69+tJ?3I6YAXk^&!5iN@5JRsep7rR&_$xmrE}iJa;{FFqtXw*A*;-=zvcvSf{MW20 zwd+JN9SM!hz7F)N_7vIM-GN!&4FW>#9e6wQQv2qJ4ipJKZ?ieH1Aju?A2Xv4jMG(E zdRdQ-c0vn7we5IjT0vB}svXsi>a#Uj?KtrI>X1=+J9<(T4o6S5<8+si?v~^2sGR;P zyj8Xxx5{umJifXegKDQo--)*4KScpci{6wHJZD?p+F!oxl4X?#5QdHc~hW&?oM}6em&_?x;e#}rSa`Pvh{@mM& zPUcVC_jR@6fXu7fg4R|fR1UD>j9W2FIO0l!ek;aS9Vr{pZpHdtB9nE~Ey!1^>RbM? z1;4opw11me!m$5dHsh)1 zE9!3cG~>Yf<#Hz?oAKG==^H7b&1n8OTwPAD84ndm?cA@`jOFB@P>@D5T7L;OtJz4$ zF&A?#rDn{sGWWNaYsQv+UMGU?Henz?Z~pI?Cj4M(dwzO%6JGlb35n2zMnZN6Y;>D& zW$!QTP1~C=%kXK`MvW$vV&Aqo{Gkyw9W_sin2r>1qznZOLAExl*i8wEG$2J5W2_)go^6};0-xBaTo7;2W7ZyD5I%Y;}Ccw#RN$|OYB#0W`RF=9)L4b#t z)P`OPjFMH;=A|ik@JQ>dNhb?353WnFHlm=zZJ9x~Gy$eHLLO&*2?+bD=gV3_!jN2m z%iV4Qc807S_Wn(P=pTWWy?pfVI{5^BRwIG0IdH>tApv6Sz!(3Hkg%P3!F^~Q0fN!@ z#hlmQhpl$&1ynuQz$+?I{XVG*l0F-L?P1;roAzxMHVIWA_lVn2+kpuN-d243aw$+V zueIqoSp#oQccjWMsfM+)T)z2H1ms_fB5ac@VEu%mL5O}KH2-&EeZ;mL_}kOeXX{l6 zQ{=B^m2GV3yeM~5vZ5M}qy_N2aHs}e@m7}`IaRREWA5jzGZbXy#!UyWCE@aX?Dmc- z3ZAR5ntn7=@a^;DlQty^-k#$9l^H`qq`1#8AH5a|a<*&Dq~M(8d%^S}0{qvJ0jVkk z^zAXIxywt}_bY?pNaHAM+P-U$i-hprgztWR1UyuHea}>wgs4aI;l)z~SjAa7D9~#) zdB@n@7fJZ3+jcs&Pn`#d~djD_m2f8 z4Zk@3@dS8EIv$I#C*jGr^hdw$(sdHeKiJ5{hLEM+1qnG6JhrGkrT>?Nn10!z_8}4^ z<~w%3wWVO$g$%3VOBBSIcHVYBPv`9~y751nH*Aj}7OS1+%_lwLq5%c@9@6L5-=@IX zGwuCUI2%?-gl1^`VMEdmm>U4r!pyP;56@2{>vbp;U8%#8-^T}zN zr@u0dLXT9zFX2&l!4p+*CGn2nb%84AP)U0}{F@DGO8om(P1&$j$ZW%;0vp6@x81pS zm4a37!&a_S6j(hKIbX7t4Q%Npmc<+jGEb_#Z^@%zQ$Bx{yA}l-z4Q0hd?ewATFedu z`rapkjUL1ckZ_NmeP}R?gqrh*^C_C=Y2B|w_U|WQm0M{^XgdLNi<$r1P)b0TyZ)9d z#|en`5iYE}LV(IxIdZ8J(Bpc(ICy~tdh@GiDrg)g^vkdE?O}mrw4+*03JZK(6L$4x zut2(G_5Qx2EbvTfi{>$8!D|H`i>2}`cpv-8R`>}M-by^(`SC3i;wulwKBB*~;chXn zVY6ULWA4Pdrz}|1_ED!>iGUqp8fBbAbUxNECK`7WVD7}cTHr>&{N#?eUv?5u;G|!( zgT~2o9k$olJLOL)bn5+t&`((@0Kj0K&GI5?)+mC_!&-JPw4yG_D-Cc zxJrUU-ck3lDp==3I1kkQcRa+5)Uv}Nfjxd#;NS+%Pw z=K=)_Yv%QjyHXHe94*(!MS&}IRP4_y5;E3IDwlRruvc4nbZ;6PGL%fUmBQ%0<7u&D z>)3F#z-MgfdNyQpS0Cq%rXbvz+@m%@!bO$-hjF?jFngQ)+@(l}bMw~|8zdpCwkL1K zj{>P6VMR8r-!m`29eAe6hI0pF#1#bCF#JE!GY>l`AToXmo$jXK7vcQ6xtRhjQ|`@8 zC)nV3z2f@1BsP#&H%z~~zy|ZSCki~ZZ20uDtu663{XU|p5JcJVmiL(4yLt*16(}i; z%2Lo09&>ro9$Kfrdvg2xP!K)g=MdRM!SL+Sr`6JI7>ItLYxIKxhwoo+>^MRJuTbof z)7})UbY~TgT9c5x!|Q4RtrPpUM=coD()iSl+9B)ChRepvh0Zbb{=rXyM`)f283>8+ zu&Th6*WaFG(e;hWc*WDf0*=MUSEbWT5dW=3Y&cCoCh@N#)Rcr4<;PD~FezAL<~VZc z02|tdc5@}#u;J=X#nLbTpYO}Co5p1XOnxxbj`~UfW6wkXj-3=F2bX)<(7qQKXi=DV zo&tO2ryXjvKZ;o&li&QBg7L2Z7}BK_wA$&bvuIri6j0~d&r3kWxW`N1#RTLX(R=mx z5&;LfCmua`LhD+b>Xu;If94*~EjOe6da<`-s2c58d$b0N7ex|q?#kxYV0{+!_E?pf z<ZCd+-5=f7cZxwB07)BScOZQm=HUAW<@D46VkSioi*BB32Iwb zE&2Ab0t_n1nfZkZkVK^OEKZQ{u}kM1{T~oWY)g#Bmtb4 z0bYe(B$SxzTpDp;L$KE8Rs6f}17}N=rt7l%Fn?{j>5^6z1P>DP#W<{{ryba_zsn>9qbveMF11b_$--SCHCYt9}(+ARFX=PbZ$Fm$5vruU2x?BPZW`Q4qteEg8=E!z( zKRtKlshAYg`302}T^4&w!RpCpcNGFiFy374ug0W(Hp^|*)_xY)`R{dKyN(46RrNEj zbiGuj62~idGeLN5@%o&~N?7ZbH_dme3?ehO?iRKy13R?~*5<3q;V|!koZb9Pa5Km{ zkhh;cXRuYrs)_~uql348I7>jb?9b$OMs+U3FXo?h1dpYb- z8&{q>SP5Lh-sqyqgm9i*1!Yqf%5Ubpw2ONI*FSA^^;Af9hNa*`&go4gh3e$$W^L)CYOME!}l;^z66BWDpH!h zWpIJRv!cp~1(kn<>TNz5|Q!?;U1$6(G@N?m*1XgQ*z4Choyj+7`s^^%%)vdXzbX&^qfR5(=A0CO!W~dSuf4b+(&35`KaS0gL{|YSKKBU1Rfgtvv%y1-!bvXCsZn zFP4|vOPElWUL$k5j0w?iv(Nrl!GsUIhl2GPOn7;3^flK7dd>;8lWwJPJLeT+pK+c6 zU9a43`OH^>%LWzE!@nvaT%vL3s4f#4=d#p~1u$V{-FwD}J`mstOQjEbobaSP8Rh>K#%# zE1@w{V%z;GnqPkxeZ84j0bk0tJnpbAhs&;7wvbu|DI3JnWBf{Cv!Ke+3#Ut<`1xS& z8=F#SBW<+u2TGynhFj#Vg;KcWohT%uT?XYJ6IP@Pmx0*EevR+KrO>3Ba+p|O0x$dO zE1dQh!}UNnfw9xYFtR~XW^aBGe5|I#RLNqv(W?5-?P&>YHArSD(KL0Vaior}ON=R$82wHjV=M|O|!JzT%$n&E`a4`~2$chz% zTJ{#G>YG~tS*GSE6(EOT?OEudGZxsbpdEGqYf)z zJ}hx_ytQ2|AF?-Es;Tzn!>ZkRD|kf;pm`>TXyC~Q;d!A57yW$LJJfqWlRFyK6T52 zG`xDF(^MMd9&ZnsYfT6K%fsR?E@eV4RTkGXkq%dcUtN>>nGWp*DynIE>5wI}C#^Ch z4aNhd8o7R_K)b|pg+IQ@(3p7S=lB05g5e(fa3!5Y_@(M6XfB=v>u>z9GJTi~T#Me_ zyw#cvuOjXo_zX#qAl&`-k?CCDQHbwct!uy}|PYxZQe1I-oHD zrd@ivdD-;yC9RjWJQE@On|PFjQW8uA1@OMVk^(Ca^xcsfOoPBbD=rTDWPrcO-{6-k zv%swTWt`;Y4EW&`=fcNGhvo0)gH_B^p>*e*f64U}u=}{EX4|?XFnA&;Z?Yi?Bx{BG zvY#Y_R?3dMw;PjT@8!rX`AI2oTYsgp#>rGTr|5O%7I!+Bb*UaZ+Mf>oSNyLWdrhCK zRrpi>W-81jw4Azco(|zB*CZZVod!J(f{MA!WZ3AJ``mga1)P%~uiq<^3NtR1YhK6E z^?X_1V|^$A2G2ayE+|O==RN%6|2ZXt;WG={B$HGaRxI5t17;Os8~?dxfMWS# z`8C=paB<3G%SFLN$p0O6|ARs@Jj+g3k&jA+&@Wz&JeldBd7WXln3)DI1h!xJ{x$_( zxISP%>`#J=T}FN?X9}b?*2YoLM#euZNdpUMdGVI_Rex=9nt}eI5tTh_RbboZ_IGWxV>~uNd%r5>~U@ zBMt;dnVJ!`@lYP?TNI>W*C7oBAyY6be2JWU>-rVdA*T zbBzSpT6yR^pL+sujjope6PG~i=T(83{=2ZZM%3Y{!N*!&ohy%0p+2tM+(XdbW ziusY!Fev7Cc>B}lCOA8Mvif$9UW=W3fV(2VFd)+8gLWjOOmi{2?uUaRVKeYH>n1o% z_Ny)g-GDl;!tRHzK~UGYTf>Dr1RS!~rHbyn4s|KT>~+jwdTxBta`^le@Ma9@r+8d~ zIO?Xz12u0tzlDY@D+d_)Z|#ENK6j{-zg5&qodv@ScUMmIo`bsRA7MI!r=afAn`_+B zM}cb~EAO6x32@0L>38BmtXup%rmffwxgu*L4vp@^VAM=|!Mz8ZcW!*4cGel{KKb_; zdpZGE*)P+`oV~zx>A^Ka^}T4gDSdos(Mh!W*kfiZZ~;g34Byz!pGU)l!GpQCPGFsE zujL@$0Sq>glyvg`4}&$VP6Zq@My~zJA2QDG$F*f){E=NTl{F-+OSaE;h^#6{F>{Sl6$zPej&};^P^3?p@&&th8H_gb_Ow6_B6#GovL(8{|%iv!&?r;k| zdsRCZ>rJ{BGG6E6@vWaEB9`Q$PWUmtyACVl~0m7EtiAI&8^!Qu{rq1 z|EIIt;avRsYW@jnn}?%vx$FV6d^{nU%yBzafR#sEj0SELV(Ed+DT*lts26*7NzV2H z)YVUEmAIFW`XI)PmM*~Ac)P!=ju+r({*d~SzXh1HEGV*FrU;iQn#Y%D7UR;>Rvu{* zCFo|*60M|IiqG|aD3X+uXbZV!JU;4f2xubLC&1J9J8xoGhR z3w8-I*KE{St5%9rTXQu!u9snd?f8Zl!R6TX`}OO)Ar<)bzZ}u}^%baH>obtkU5;+4 ztIk+;mtlvfUagaBIYwv*vZdR~(S_5K*>t=DE#H+yMBb>xl4_l-6!1{OW?tW^ZafCBwD`m_53nR;5LEK7hEm` zHd?s<^xjTjpKbv4WE+7#y5S+SGc4SZczlP96M=#M#H$;72@G}YmG|60Vj6Gy<+>OW z_dF)uHpx)=uk)o9p7Ru=!n>$V+4<*aIDokOsZz|`_X%hXN z>eVB}Nle@n814U&!1V{`4sN3J=~!#&yV9S;Q1ODTpI(u8YTciQC)Fr?Kd?~Xn@^#v ztf%Aj8a9qwXKBCtN}-{}J=P@#g%=k>jm5kud_W1Cni*5*sM*$AZAf8zx3Z1LNea!n zMR%!QdN1Tm%>NQeqWAEQg{pE+7p%7SpTtb=En{;8o2QvJQ2Z0!4R1ymBm#k zD@=(Es8nH{)85w2VQh^2lz4;vj>4EjI}S_)Qh0ZIYBR@x!aGkrJvY-aSourNA8QIn zHgzs#-=O>DZKr3@{Ls#iKg9u9LDLsm!(MFSot8;p+KxYQ z|1t=yl6gJ)c96h3g7!+)k|Y|ddtBS)LHECXs5CHv#ON&I>P!%cA3pv})BH+c@SVr~ z@68DO+?i$W_nn11^_Jd_ZKGqT=LU-$7Eb?57Vm0h;hV*hjVota=p?v$@q!6~@q8)@ z$*BY?WsRv*DFmjpC(1kQCU8aN)_=|EEDQ@|CzB>DG+ibo{M(C#pRN(dROt94OlyhH z4HlM($Uc3Z%tHRL6m`2k7K*R}!iH4{9M8XbaudzVtlHXpCYxBO8UOH|-yjp4czJz_ zZZUDKpPH+n8555LPDeZJVPfvAP?@7I69Y?JhrhQmaq8OJe;0o+asNs&Jy#_b9)0LE zsT9P-2)7SLA8s9MyBD7+CGhUy>osz~Wn*uV`>8@ZnPDk7~3YhR-Z!c)c#eDBlRV0G%>? z#Wz1QzN-vH6{b^{o0nm&?%Q8~t;=wlOZ+2B zaa2=QRF_$TbB9s(Dzz3)BmdCvPh&v7a$v46tj z;=#v>6+17HcRc(xOmqnvh5U; zhs+a$(HB?qP&}J`TB45wYbn~N&2t3n>X@tE`sKr6sa*VF-+UB0yg%9KlMla<%%~-Q z^KnD7B}heugUe?FH|i8}U_MPsbhhInB;csL|0@oP+mc_lHRmIWcQNwg{XFD5-{J*G zBYC!)4ZfF;xM&v}7DcDV1K+SAX|?>{jhH-CbVqHEamh#b%U|`oYx5zE+@RhE z`8fT3m3>}m9%>r5EU|yaM#hfS7{!L{2}#Zc#oRbUSP%{OjUKK#@=SzWT*?Q-#5s$V~3F&kE=_4+(c=0bS8iqeQl z4yfW+X6nzf5EUAE(wWahev>$D(wB*^lEjIfH<{RAP?SB}!9>o(j_2J`EL_^gu$14G zgPFiO|7XKFcz91H(@{4E?-aYY$ZTMt|L)J{ggX;*s&bp79%f^FjqLdW$85;P%z6Dw zk_piq${ zas6y#SQd^Zy!pCgM>fJ#)O>$^&4yEJX=953|AjvK>J zS+19u7z-0EG-}C)qQCl`UH>w1%sV(m)`x+l{@qIsh^9kp4*!Ktei|;CXZ@lGr=!>K zg1&B5I!-TnQR}}c1G7DU3@SflKrVFOli7n=DEj%<%}g-^C1Y1*hp1^dKUkb~Wi1`K zN7!rA@25ii(5%xgp;VLyyzo6%l?tF`?~{f$FPLzC~D=Okhd-C@p<+BEup;haGGcaqyrxn@fk^R_{NPdwW|A~-w|XR_ zVg6x@?0za1e0s##b&`fZ{c2qY%V-!A&YbCeOGTB{spAI>DTq4StMeo%2{(tPRC;8S z(Esbnvbow6$TxKU^-ZMU+PuH+dmmB}eq^_3j}{HBn+=^yMd{dZxvjKFodz|Jq509{ z$=IeoW%u?v1&o${2^>$t!E-ae3$2n6v!B+G>q@~O^D{MWeKM?8nk)&UQ?W0@-0k23 z8r-rihGqg&arjVXy81UN@@xyI?;oW=-`&IctX2~I8=XunuaXhdKIvBGl!%w;%>^$i*3UDP8r+nEE9Dv~kdV-7$SBcm( z_XNzys9y8Wk4G&(;QV^UIJnH!{M2WifEA^WG6QqS*!2Cl_O0q9*apQ=!nP)(>6YX4 z{5A?|D2g**N64UyFBa+en1CGhKYf#{6Cf+fOCdi?z!1|;XjqYqQISxsecgg}o2l(z ziYfT%%$F_-rJ|;5nY|`G1s|>lDvLNIBV=7ho#|sT{*o>ny(UV=ELY`cR(Jw@HCYE~ zlZmLxuo0cOLq^<-{i*L`D6lQa6~DYU8Om?Rn0M0lGHc0@UU=rslwLe~lTWX6yBddjj-2NE?=g60=xuzD@<@WVA-@e#H1r zhPrHW_B?hR6m~_d^O28*|7mT5<>@5M*hQN=ERKa8c^>O_LoDja_adi$$0N$NIzmct zFAN+LT;t{>qh<1saZqFuCP{L`J5my$a_6S2{i_)GEWa@Kb5b-)x|G86nxmi+NY{Hl5nIG&4~=ojVD}%Ade%k3Z=2-gN2ile+b~f+5D^de1*3*O z^GKMy(brF z+J(uOdp$+|Bu??JSFQ~RHLbQ@h;5QfJ4K(yDKYO15z-f`hA<&L^A5XB-wqAOopwA zr!?zDGQJ-(OBz$4;?1QZ(e$Vkgr45{h4q7mhJ1~H;>Bqw-t4OJ?L|6DTSPXjXiZ0| zebgjjordLa=NHPqONGTFaUYjj8iI3$18VQlu)AxMn66hU%v~S9eEC68&%2Gk+!EAx zXZ^8xY+(krF#aX>DP^J~=iWT`iy7Gbx8EsXcRCjCje34`F&*6ZUne%D(Gas#^u-4~ z8X`5y?n$Q55ZEfgH943HqkE3t&SG>J4@4PRUr)p7*d?4PlA!;L#~lt6rsE*j+3C@$ z6r6OWa1AP{h;DIj`<;=Dzfv}=(zIkK#-49pe}sx`zY+IE;wjLq{rxC?TPnV#@d7Te z=-AXn-O0R6LtlNu?dWtWV$!CH_bMdgV8OhlR|Iw7_g{VK)zZmWbMLxyojMhfsllJFJsYacxqb zZ<&nV`X9GM&r{J6khP?H8x0|}kERz+(Ge#5W%uXCG|0-vP0B1t!@P&aYt`S;py|8j z*R)d#T1p>295+j(Y7Z9E|Ig*RfUhRe=Bj0MXq-3id2%EbIogKu6(V#rB?cyD-ln6h zV^DZpCLIk|MEQ4v7?7{`vG$wDgvQK<)pieQOq@{M=w-e!8|B>bM=WC|d_Mb$7Edv8FzlYG{7NR$ z>(th+6U_pd$4aA8G9VNZaPFf#11|r(WzM`{pm&>n^-8r21d9k+)#+tINW8E>BR2~V zs<%u26Jx^kkIROT|Cq1}jP~$8nhmYANL9LA211VY#jHD)j)F~hMRSeP(6;#2!nXhD zC>o!#dZt0gl4tKLsr%CKp)Jd2pe!99^>;gl3Feb$%PpEi;xl15K#6gaWZ7$m85Q%UxGBXuAJLox`yHhbCGv4H_lM0vYv+>8W>2TG!Z_E`- zhtx(xsiunz1bPLtGnF$@Ub5ZAEiD^TW1Y_!Z?eG8R6FG~Hxtq})vEgv7^oOsqbeTG zz^Z)Vf~PkbxczjEhDT2ZMx|JtI(xDZ`&f;p^EVsT3OnDCikT4eY-D*>vtSjqV|wQt z76RujuWb{|i=)k-B3nYU5!V(gB^j8Fnp+!!U2bM0cGkEptUVk3@~>a{r8BWhUMDus zf(3)Zlexq!3y})kk&0tEND-EP^(mW$ic?qp)DxMYXx5x(+A}e@usY2lhKY?)jT|M^Yfd1fYr=4Ohj76C*FSB!@;uT|eOfX+>*{Q5wte1la8$~`` z4P&9s#oMSRn1$Zh&-Q(M7T%n){=(gogSy63{yy__QQ2Oe_kB4V2kfFe=M1yqshgL* zy_Stlq*5jOvRs_7<@{RGkpq5(s@RI$92Al5x}P(1kmK_y)2t;2r=nLD#{1=BeUMhs z?GtQF+zEfKWuJ$V;YDsFy?m&1)VIr>%0oSVrL9@d#`=nw*e#cG(W*7ZwEHgy`WcrW za4U20Q9C<0WLGYnwY7R;1wKdfTh+xu1{w~9xQ{p1BoAO{5kfz zEp-ta5-;ht8=`X25w2>sAVR={o1TMBwC7S18$U!>SxJ-gP8E>d#v7w2d!N@X!-;P$HU}2j|Op|GtyO_-I9+E5i5gb-|~=sU%2Mh z=R7Ri>(Dj)ArCUUZQBOL^3ky6h|%1691NbD9FZvDpl9_c{ckZB?qVluxm`T0TWs9G zDd3^odvTx_n~V3=?>EGbaj@&Q(7^Tv4w9{+g$4!wS6s3q(Cr%si+A0RH*w?QiGyCL zjua0)Q`6_(f8#-TSM`eKZ+uJ~^Yryi=HmfrM_G9l56$oQ+dtRl!TJna*HN4YbLs*9 zk1j6gdmC*xi}EmA>EQ7-jE8)+DXQNVKAsk@cJ!Z90O$#+ONAD|;I@In%|JfhNUwG* zxygfK#?HR=iaacGv9n$+&qH?D>GI^Of_+2nDr3BO@H!@Zw6B4OH=?|YI*<9Ft+l-O z_)-B{_#|k!^96PNRjB6$9_FrO^5#svZklUU7GcrPWh?6M7Q%5)qGWPx0lup9oR(-6AofwjN{@GZ&G;LOdj^>Rw`u)@E*4dGZpdXqjiFHaAb^+fh2EQ`;!9X&up8+ zyIg=~r{>+u_VRJ4b5LTXD-YFoUs%3b$`jO|6N&l#Tu6!j{JtqJHPjX8O-|D>bN*W{#A*9gMGCpd3cjVame0kaw+UxbH}UW~V69nY z01wylmJ7ux^KoO1;?393_(&kh>l!Nw`0}gvxg^lrm0!Qsd#vSQK#&SYBwpGS=zOQ>GtB6>_ES;X0X~d2yY{qML~V(HuQRE&qmE5g6%M+ov@%0l=p9xmr6N}Ag6;iE)y4iYYa9qqu{ zsZD(RUToqPJd_fN-SOWzQh(%*Abwe} z?@Sp7F(Z*Szvc<@FjqzTpe7g2N+uF3=kXA~zxkd`DGy(Lj7X}sf<985#AT^*(IYqB zO|jyDHQJQw$53cbn^D*w~r9raDLv6XdNpmwBM{C5JkD0PjnD;zN;s6_8$Q3+Q zLA2U@KsmCNjgA^g-4WkB7*ri-{V|h=Ur9p+4!_u#VUarMZ}A@+HA^%O`g~^N!h0<} z)pxnDzZ23_{5%KUX`xj&Zsb78AY*p*+8liSGtwY5ESTSRN5yhvau7)x^6JgV!Ns$_ zf24eJk<_%NCw(Iur%D!zE%VMr|G3Dj@3b8J^i%w}#hwN4>UpKDnk<~#aJ=?J0TX(D zhmU^bGx75uXEG%FBXFZ=Lc2lT7Gq$5$Mg$iN9yXDa{8fUiT>q?cnRHbgz`U3w!68+*xGgPQ-J zBR$&GhO)7!V#4%PKqejyq;4oEPREZe9_+8CX%K6Z+$Ow}4!dph=WO3ihx$Be<>GNV zbp1=M^eoem?si+^>AiGNq}Ld)-k5>tYge|0NHOqiX7S{-0Ua^dOje1lrlDE&!r4)= z6iA%c{87QB!ma#?N~1^$q8!~Pj@hMPufssn`9>Pf_4_TA+D?bmhVoMZhH2=L<}e$c z3;buTk96@*DvUPUbNd4X{#nSiPv$%YX;u$9Geju@y(Jx+wxi%!-)CmChrrLru1me8 zodRRbT4^(BSf*~@@fvhI*hW5dUf^SGtTGO!y-UID#<)!NCtL zlA%%c@>Qm3GL|eLA1tw2^D9A4gzPRcm&WOV351Z`|Dx+}7 z*LLfp#Aq0m7@axS6@&EFyt}Kr<1y5?DI+b81fklnZxz*H5D~uP5!V)sArIQ1NVy+e zRQj`Z^ll*7Tx7CS$rtqVWPZeg06g&6Fs8gU6kF%-QJj#8fbqYKtcNwxF!0Wt%#nz| z&`42pVoEUVs;+Ru`TiJaj$y>f`JqHZ_e$+T!MT_SG<;_lr@VR@4U6v_PMA^zY{)Mf8is?g zpj7RI!R$>;`rb8gmAnRrF*g}`iEHqgnQM7g5Q9_BSt$hjz{UB9zLuXKCN!uE6t9LL zpVw#Y>l1=r1~o~Z?Srio_u9TByF-Bl^N#yY5Rw@DopBoLVM}fjBt#Rka=Stg1x655!yJos(_w_^&IiU#!@sD#&g%Cm}TbM15{)7YFGQFiElz6%J6|wwIBoX&?%z9!GiP$QW znfNp}hRCpg{ypY1iJ*I0l-*P&5kBGWfxmhpiFbMF%A?Q12=?a7!h3(Gl%Xnas7rGhx( zTG77<J%q;|YuAFZCj;;t79e?FVbcVhGva zy{UhHMH2f&SG5P-3MbC(uk0#FiYDH)9a}U^#1rqlwiFSs5(wJ9*Y^23WMb=Pg|)B0 zBoOR5)=di>f}RiE`PdRm&fd371~8Yk}Jmi6Q0gy^g$i!g@o+vX{28 zgl?!1_oity(c7gwaB2mKD9^tctNl>$K2PgQ$}2J*xhAmB5}^=zX&}ML0meb?gTuCR_R@HQzT!}- zQhY37L1&f-2SyWgouZu#uL$C@_mJ(^3!%hJ)+7I=1HnXe+oT_x6hXXM#z~jdj3Jbq zsO_mSaYS&@f4lNNClGu3KR*`voCb?CMw|Q4@QAEPXnWaM^pEf4MlG*mv#t z*RQH^gu2?o4UKC^gy`LYT7}4PqJBuW%QPXJQ13za^C=SX&iL@>Uo!E;2ZAfMI@onO4g)O$(cwI ziIOGCnk~yZ`}01^&|p zJst5VsAWf5hE5z(EAJ5$Z;nA~Ef1zhcn0b}F7?^jg^G$+wS5$MB6lJ4r}*=&0k9 z8uBmG=yZMP~avYEe7#@P zc}NqG-IZS_X4OLw)>0|DL5YA~ereQ+d_hM0I`R)0eWfDYH`KH{fR0+;uC8VBGtpqv zHyN5R6TQ^aSNzFCLko)9i`eF9d5{;JBlBQ1y5|P?A%QtRvWHdXJp_}xShGGKL4MfZti2b~& z>Ips;oxPkEaHu{833GG#6#Foc#+|=>Ev_8hs4)_kvpDm(*L5hjIuc=2cROMxiiXzkf7UG7`GaAC$F9 zMy|&Vik8BnP&QG}OG}H0Fx}TDKlq0s07x(j*i8zF7r&#Wk@<-TXRT&AV zLQzm8vzTTcfwFfA)SZ4rK(g%iyKkNl(9)+&>_2)0!lmA8OQr{*ej(`vqc~qQyXyh3 zkD41AW{w))y5x*p70X0^Hv1wrzpTyjmr!Kq7IDv(n}{a7LI|z#B=oX|CquKBh+;&2 z=7%MSNb~Z??e{9ek?boQuTgd&a$U|(+)(3#)VzNy_qO_=Zk4kNmv4q4v0a;j9r;M8 z<%wCnp+qz?Iv*yS{UsWe*tRApjz^=Q$<#MDZjuq+?bX>eSrY1p?_BN2B9O@iK`(k$ zFtUtKwqJi5hRFN+B2Zvp#Ya zPeV#=4n;wSDG1|T-cYO@g)|Ec{jzYI?dVw zYNeymWBpy7JddK#(p=`7lU5|eR!r7O{1%G3Z-~ne?GHfMsueY}PEW*EJyBMmbYhD4TKc z?gdv9gu##LHRWkROV0&m&ClkjlQJ3Ibq0r6jbF?@UG_t`x+vqnV}U5!QdsoOVjv=X zd-2?e=hGtaDQR5@@NWykVWz7@HGaQE}3V-jzn3G@&5@LCX> zt#p^T{WA>NB(1XqFa#uK8TQw80|Cje;jZII1&2vgWQ+SMC`GCZ_}1~fU}@7CaHqma;@7q$HdO{0(m?pC?JRTTQ+V)b~{ zl7I+ed*!%gumb)bcAav@anNVa!kR zsv4iGFP2GvjLA-2mSC_9GwYHwI7vQtPy+8 zuD$M}6T-B|-Oq0KM8g-9crO&LXt zHmggg|2Bu96XKrV!3}U@ydBIN&Vbt<=={^d3^1hnm5Z3&fYIl6eOV?77}|X|tE;@w z{e68obxZAq2&(sMa;&lz;A!Zw#V2Ga3`^g(+3=(X#Z(q)5tBbQP9e` z`OFV8#LZv37X-jp)8fPXnsH$F{;SBWzb#-KCXM$_O2Y7Z@))D%EW%(#Tgor%Awo25 zQ}*-`B)j2tSNRqL!11e}ahkUW6LYOrsbo)(C(KNzYz+Y6c6*b-tDeAKtI6V7u>s6k z+2h}bHX+P*<~`X71B6-8xa;bE0ktUmh0N^M=I~G--?pd=1PY}wy2K8O{L~9PO+BDj z*D4w>jrlAO%Hv&&p>u{bMIQ34q``J?=!z)jc~N7!L%%E)N)4aY8b`@ z5hB=HD)py<)+k7mF>?T{-N|f)8Bf4IH(;wZ;~`slsZ9B{CtxJEzB->~4{D$DQlh5K z!HzX^>d-DdV6P|5*HvAG`aAZmE85NwqRIo1&kYc&`4-Et;E;uZhaBQ`{6z9+%loJs(~mf7I( zMiLmkvkve`iUza1zMHM<6nNpFRHyx(4iZxj`BZntfv;l2y!;O)+!##9oE@To7;f4n z>r@n2RyK>b@e@Jm?#`AkTttve-l=M~N&u78ZH|?)Q4sNV1-nl#8fx7>WW1K8LE85} zR((u57~_)ea?M7=MB0O=#zO??Tq%6X_6q@5jq8$Ln>p+CY2!2E4FJ}~pxn2kK_Fy# z%c;C50`jtg&M}@4U|3-<-+7T};QnECVRV=TPRPzeffWi$J9lwzmj-!60*Qd+KY>d0DvEHJ=ay zm|r&aT?Yw}vS9Bx;!g%#_ty1A2?BIq+2oYy6$onWdlyM(I9xATS?YUnI62(4e)Eet zurw>P8*xP5J4rQ;<(^f zGJI_=j9dLhfn&!b_6pXLLAd6%?oS|s*rNGx!~y{v+GV~;j}qXq)`8#mnM5dlGr0+W zgA91*lJCqQ3T!dD>m_%A4%0a|=O-m&pul)5!(Ai>Fx6_)YRYsF{$oV0=5R#8Hm&w) zQ(zD;!|aQQhI0y^MDD3j;H_N2N-~F|pn_|UCjZg^2RYUbyO@B*D}Dd=APzL*O1^PD zq(f2MCGp+j6mXs~o%0GO!GyJ{y3yfC;2##wO@0#sU$=?2RcVHS{_FqVW?%`hbm@f6 zr~?UFOYFTvenrDTHq-yqa~f0%AM-vq8V&DV13eDwkf1hj-_E411hAV@e>t2U0TOC2 zugEYWpdofIeWa8C8Bd>bwNj#>UZH{e+I0%Z3Y?rw&SF6S{FEXLpsC5KiNrk}> z6=Sk>6kx)qbeGdeu-N@iZqbzh?N}QTk+(#+h8qQa66g85wc#z>DBvOGkhf&UfPCyX zzqA9f5HBmz*;l~?EtS|FYdb1!b=Mk)TCg=nu;?8Xkvecc$ymVB4X( z1I7PQAWktqYkf2dzKTq!yH*e(?~wZFi+oPCpq#vrLIhW`yqZQu6v#GxxBX^82KkF~ zF8m*bh}7t8>9!|R__7&;h!o*1IisPJib zK=OwOD*Vmc!X=+ZhrrJ+aS7E-I4BTVoD~%ZN{RiXM(zY4h@0KsWR(B|Z5yh$-HL;( zJ?#emOeUCSH|#uYM~B{NHQLP_8a%9!nw`5uhY~*f&}-{-`1(P%c2*(=A~r>G!+0D> ztm3Wq4X}WB!q=xFlm-3LV={(^H3LXj_nYJ#i2>i8WflfTap2YII#)Bs0-I7k?!(Cm z5Y*B&B{3NX*=Rnw%8UtC?_=UWD$pVLzl{e~ZqcB5lYSXG zY)RGPO9*TdKo9XE?pzQiGZG1TzRNSbq0=lDM z-}}=g-g!iL@IKp#l1YSiZ%L2ckE0;|@7ZO6578jLFzfqQ`B}!AZxjf0-t?K3BZI5|sW@1m zK$!o9Qq49xcn<9;+Bn372QT;!uW&f$)@QmK=tKe9)R?nhj0iV$ST7?_M1p)j?dgg_ zBq$AkJ3GBbfRH^|#mP=2aPal%+IBJ;M(&0^^nXSJSKW~hO#yW1{z~6^dMujbm!_^{ zWde}bO%HP43xPYfUBU-G;vr=@weFpZA7GBGO|;niLCQmGqU5Onz-pWdTPB3SAt{#^ zjok!zuO~OtKTQJd_sttS`3X>@XYjlDbr1|ku^uP?@rC-WH4Eofy+Jm~*JWRaFW`RE z6_TUjdSUGpcwnf1UMYva)nv-v-zH$n`M=yoY_>7qi|Wk;InM>1#z zI#!>{Cc!J6$Suk5h|rZ>yMG{*qI^_84l?M59?lI5SiS`R*kR;qNyD38gVavY<ud4?26$G0tgozt8g zbfp#_v?T}zKa&S+|Mi*#yHjEi!XS*Sxoq88VEu(Yoxb79JWQehF5Li zOD4fHdYrQ^vSAWYOd zvA@n7gpt)V2R{phNqlzs-40JAdl@exWraum#jR=!26z-kH00Agi$|Cn2e%%o@J7S$ z>&r)$91-T?hMBuLoPHIP%O@MS5lrU)lwC8n=k!%ZxzFf6=uSu-)8cOs!tisaQ+UJB zf`5AGd$BNN(!08RRwWqm>hbThe2qsfP59~MKb&zl*5?asv_ixGZPxa}86x(Ns{*^< zIw1Li@ZN|OSEQ*dRxqOOjZCcb1WQu9QA*_37X)Q@l%1NR*)e+^VfSDJ83Wo#R_I~w zD^)YF^tt{1$dU`VR*=rr?DmBIlC^4)myRHue4E8HVFtKkACGLvx&p$iy&AMjmqB)4 zV2bMzdrm)hcD7i?1G*Kk$47tTq5fb>RqKUtSnuHZ^j3ldn)%D;2hS5hXuskS56K9a zNIdbc@j);=v)xvlEENP9N#yGiTtQ&6eUj#F6%3X#gGi5=yT;JCn6~RDNJ+7B0$V|A74#PBp5&1 zxmSox09NCZFe^@8D?V%5{`+P$fb*)Mml_Rbv&8j8%9s$>Bxh#i9|sB*yTY<3IJqxT zX~iU$0-~{tg&&_qK_oimS7t&20fkf{ralP{ZB)#RTO>h`{?Vu6!qHHq%ZC#jq5|`_ zP=byQ9Tr)q2*0i~q2t6tdanb=Uq!Nd6bKaXnbWzX^Mm7Sk2Wj2^Mt~}#F+hEsX%x+ zc*iD7HUO$$xKt`-ar!=YU*o{Nf$&U6AZn*%Fo;Pum^zz_D6tFn2zABZ7jD#ed7 z_O_{;cwIa)GjqK2pgsnXs|;qj)@g`Vn@ag&5RC|F_otX2DQLldMe+1J9ho$~I&t{_ z|M8U{uQTLhQMZdT-*9vc;=kRzYr&a;g#KjXWLZ>X`LXWlG7lNGh%U_eZH_>eGV*>K z6$8<%cCsH0g(0lOv8vqPkw|QEirjvSfZmTb8OI$XAhXX}bCT!6(brzgn8)W(MC+UG zjz7_o`9{4=nw~JBYVWdER#Pn(c9M$DLZKIb6sq~eYrP@ign zekoAv;(7mPMk??#10O_$r2ySEHg9u%64<3p3~w|}g07wUPP-D5pjN!}jSMLXe0aIN zM>~_@Sn%n{b6ZmZ)lt;Hucv{Gw75~r-As6qVOw`tB?~m4)_SP*WJ3O@@W)nrGvGly zzF8iZ4*0}wc-v6@^kow_u6q$n3!J$ARI`{Y8>`hc#* zsa(ii8b0<}LMV2Zn= z`Dp=s4jdV^yi)*mZ6~aPp60_?MSUH?BOfFK8^vC3&xgMO5k+qq`4FeFX1V+?A9hr? z<#uNlfUi)`IZ3BNua6D4?Ysuv!Rm*oZL=wL(y@ z+;(50rT~bCq>lA(o6IPL3&p}Id8dk? zX)}NM(uX2ACNZ%kb-WOiZ&0ML3k6`r#UnguQUE6%N^NhF^TDU`=9?+2e0XeRqnl00 z2j18?Cv$@WP?K>^Kq&=KE#>s@Fs%>*sP2M)4io`P*72x4xezX2VD3_NEr9vW#wv&W z@}a{Z%;vjHJ~&JHWJbNrgVXK=hXJX4DEqgVEOIL!&RlOtX-7EgcOIaS_ZGreqxAfS zCxxJ~_S<6Bvk)}%>a3mx7C_^-Eei5-1#lMMI~BUK0PZxL==*WJ0K$%S(H378K=Zoz zk8gd2ApAhmdQW{3h#l|47dAhDsY@?9c04PFLj}{aw{8|g2X5|JSKR|JSS@mpk^Qxv%!XZUnn5qFvpIZ!_i8g>!|{P$m%sXK;NqX1inV3~{$ME&yO0ehU28hD z7T92OUcD|@r2#h-_diKAE2=VneGl zZ_~%^6)J7?#Ghl2j%QZE&yI7C|5B^qn)RcA>q%8m=o01azO@>3eUg>!b*q8?tn}3( zW;OgN6WL7|uZEt;t_@E6Yv9MG{H5@1HIUIhf8TAi8nA8kdwc&?gHp+EFAu#Mh~0uw z>GiGw)d#kvs^4mWYhnA3IOSRp-d>zh&#Z-qeQuf9!CG)ta@cP0y_Tcf{bo#3E$rOU zsTGT@g;utl(vVOsl(}Or7Od95{{R30|Nj)1cRbbq7sn|Yq^uMbmGV_ecCtQ%QdVUZ zDr75U%gEkk?|t3NUFNk?yhKxJN`;W3G-S4@e)sp+d7RJtyx-@1K9ARVf1Zc4r(u2n zQWIV?t^cMDH(~8Gw`uoy6Pz-do?o45!cai&!}ev(F#oTjIzqh}RBovx=b|R?%w?Y( z{MQKoekJ?hxJH;PO3hM#v(T#2Xqex}!eVQAB3}UuyM|9U93Zh^a7=sUjUE<8z8@>I zoMFNKN2N9)-H7_M(!0+$HbP|F^7~vU3$uG_2Of?z!2kAHTc3aibQ&*b1@3ErUC(dM zi0*m_+$60oxLJ=9I}7jk9rd``K?bF_9*qNTuS}-u!6%lVYQL@lIK^;cA+@Hz`)nTLPN+`lPnwEX57h))*HaOFeRc0ywr@HB!4Gy+1n_hH zqxn$bu=%x+H=T<5Yx)BD+o-VYbMfq2s>JUkmjatb3JfyZ+HE{2a1wKiKK+V}8!!8> z{}?9YOB|m{$U8E2IB7V#OppOTK4YWP6tr7il~;LA!8EV%&Dk>)I9_ZB|58ZC+EqD& z&2<&%FV~Zo6RN;!&9ookpGi0@ASB(@O+q%WjTaZ&pLMgS$QG=?pO5QU*Vyq9?x98+ z(q!zfmD}ZTwE{jiGymqTNI3e!@X-6bay;Ny^tNY}K{3tkW}9ajLW7m>@8T*$?og-Z z9rZHY4VeFIBUOe9&7uEI3%C|`EH5O0wU3I53Vbm1&4hPFFc_hz8pEXTWMYbKUTL|kgcGqIUB zUX9|Mg}@8@v}2pHuytJVb<$!sPLQo?qN}rDFf6k#`b;K7F11}HHD=%gQ7!A$l8)Dl zv)2k)=};k^B!XxeFbWfREp42MnCepMzPU`uei!t;c`zHFD+7#2*!!(cT)O@=G95mhI|568D=k^Oh~}NEi8A+%LI_G z`PS|3NJhg}71EJEiP&E7+OAC@4*gM?xk}7PJn^ZV$_ov_vj+698x6vQ>oW^Er2stZ z_ifZ041)CZ*R}Znx(r`If%jz`jndTpY#oIweZxhp<1sjAx6QcLC<=X1tDaNG!Z5I` zSO3~0e~^0lekcn1qP1CEmiFTUA`VHneUbKngSiLe$G8tf-Wymy-0O$XysM>A!NIT% zxk8Eb2*VRj9SN6H!Dy2TI=L&y2cgBUQ+SrnqxCc6QmTwQw4D_m+VZ*MUa#lHJkojW ziSGS#P2CF<2G#%G&HG_Zy3zT|<$=f}p8vi6F9<&gPyM%y^HBY}nq>RS44r0{RLOE7 zVhwfAz59`t1o?bZnf+EvV$|aNDyiT4#HhfV(=si}#8!$#t6rl%Jnv^uNGRGtuHoQU zp?{`0ubK2pSi_Q#>*q~t+v!Yf*zT~=rQL&g;AArDG3-Hf)SIupe#nhj5_^>_c+j3u zJ$poY&g>}h^W*U5y%R?fRax(KdgdIS)Oql@j$OoiMV{vh3|9nooKTimI)*gb%X2zY zy08m>E5g~i2csUwpO+#Dq^0}zxJlWfbA0md{5n_Uq<5Ps{q{r3R#TJgJt1iDN~O5q zKr}MI+&9=AivW+Oz6X{PpsM@AqBMyp+>(-#Zp!Z6v(kK*9(baKeh zEE?N4tvvd6RVdT~i!(dfIx)96!Nb&chta^T{=+VgFt2W_UUl*e6ij&YP0u*t-jTt! zFD=f{T5faNufP=<%Hsy|3f|~gerYz$+X$Foo-m>AjUk_QZd7GeM6fE)b>O zPANS!Z(^1uY89>EOWfla6CX+QCi0|v?0#kX5Z=#cr5wgRh|pbYs&djjiKq#cn1L_e zgi=O{WA*NELeI#(cezOvF<~}Anfww%9Pm?9R;!37Z1;Y%6m*Iua#DI3gXJ-VIX7K@ zGAN2T5vh_>p?#UyxIT^69UetU4@inyCd3nYpH}AwdM6Pzo5g$A$|n<9>1Xva=qZF= zNlT!8ViK`c_}+zuhIr!EFOGQ8w=u-k8&L&`W0wgz-zY=Lf^dS9k~w!XCX#S7wX#~j zFP6Bg&zt(_Xe_~7vy-ybJ(e(9)UzY%qll=CqeE7#2x3(J=5!ZVD4}g;LHhjMmoP}` z@E?hHB(~lg{5mG;M0j&(wG8=t6Vs9+(%WTx2-#@KxTh!li8k>86H<#m@r#%e?oIV3 z$o;dj*M(h(J^o8wg_|shHL{do^CBI5x$h(y2`4~YW>cAzGgNpjdPv`G5VkZx$!xKK z{Lq1=zLn>2oz~xflyE}Pp6;REm*){}_Ui7SVE_znWY1Q4hu~P^p!qxYJ#>t9X>^_% zi(jRI4$CTIVH#x{D0@5#DmA}tM{Y#p;j0fBpB_b`&t3VlrA{aK2J-)DPQPf#K)m2ig{J;=I7L*g5&oNomCk>R zMMBdseu8^xKRFF%^eFS%`{{_GAOE=TTLxrKJZVa~k%grNUd80392{&oCd6l*hov~? zHy4=#oHuWu*?2b(etNtuhCF$=dt=-~!Za6Fq$d@@YPl%Oa}ppu$c3CbxgdZuAI=lX zKMo}nz)@_`Ae65N1wSr7nHej_rHU=&4Z@`ud#Bu-!drsP$3GTdURI1eq3DdhuSM`{ zzqiu&RS{;j>pxF57bDbrpFc&V6#C?Zi;YobSWL^Fw@EL@$b)aoT>8t=8kl%WzoHz2 z*`>;DKgtktC-`sC*D^f!*&iUkrW`iQ5B{KsltXrPZGN>n32G<($giH0u#4|K*PC}0 z@RfM5q)#SeWzToYLsK$#U3=8uVq1ZiFM0T1uc|=n^^e9&Ton+Wm@+r#tiXc&`;2_! z3OM&i2T!PyA?(_7V`-6$kzDo4`VI<6&&s#%r&hv0Mzi+6HVQi5Slw!$C4==caQQ+o z8IPr@x+QE*;IyICr%I9W*+W(AKO-{u8RKH3on%}P)*X0YOTj1W@bDaoN^o2^JrLej z3F_Jl-N!anLd7iotfn~yFU*#62rQ>Sr%$m~=QSAt?k&|0f5}MoZaIF~hl0~Q65Rdc z6x4mYaLy`%%}Lkh1Y>lnAhf1Snt!kgH^-BQk7!ikg-OKTLH|m8-{6&h<_`sWWxQj$ zY%cQ7lCAnF&dyKQ0)jwCkY`Sz;*;6X~GB{6$Z>Hhbz0rG* z!l}3&n|ScuwJMN9MeFO*sxXsgS+{LblOP{F+o1LNuzj4|P_dDQ$&Xf;ANj@q(6$l~gFymo~m{ ztAga8nfry0Dlu1`s-+)Z31`jO{%3nD;We_V^Oj5{OlQB^@C8-kT9}-c+~-P&O3F^X zWU$Ze)hu<*po0HsH%Cw^6=R=79?wlzVUWegJyBW(o?{0#Hv3oMEG@d?h`nVOyf8^?f}$+^$xbF(YYEQCM#Ht(^*iT?H$6 zJ*klD(A4|2g$mMF8R{lCD#~aZJ}hgbV$;oYM_4{IG#5_Cb;!|?xBi7CF-3>V{Vy@0 zPZ^kt+4m`Gl8(p?Kle2l)1juR%9T)0!v~@Fg`){Hyxe!Y>S-LC!;cu%U-(G_HHcz8 zwwVr|wR4g=jdbkzQup!GD>^h&n*NA+Gtlt$UqW0P1B%wX{STkf(YJPIi}-#z&eJNE zL_gAyrQNCXBaa5{5p~D;cQo|rw&mZJr6V`fWc$NXIy$9-KRr=l&kyvM(<)UA5GQLQ z4Q3eFDz$w}3yA^O{c>`Hdl}HZv{x*Qn*q1wcE|2E(=l@=&#awYkEAVU#+iR~1aDOL zrAsmpxnd?KCW`@vX-re33=_jnKVtNEGjVw9Gr67O41C*HI`{819S_A5RzC}%;dtlK z-cP19Y}{P#c0-zm8;0G5-2OD=+Mfy@@1#Mbg4*o9hK|rneJ*ZfI?C?KZ`2N@-OiDo(GA+eQ(h;mOm} z2Twesp|N3qxkVZs@=p}*$#F7pdF02JZ7FnoQZ}=4ub`n#(NBoHmxk63?%%mBRH*M< z#h@-@_ko>h^A{-^)XNqB=5^4Z6e!u$XhFxfHGgta1sOQ7OWf;16ax>sxt?+HF>tuy zE${7iI;H|WF7Gg)L&;GyURQ#S>cb1kbT>Lyg?yGEb1)D$$*U=Ok%9Bef*Vp-GQlDL zys@a5i6X<}SAv!^F>1fk?fO9mCM>QT|ItfF<;%j2KToptWnk($Wl3kxmCW~7%jrnC z$bT_Ol>wDn!DoZ)I{MtkW)C?r@x=4;YRz*@oVgvc=ifaB)Y|tSeD{`)s>-d-M>6SX z{Ujlh&DQ&y4~Kh|Qt3FEP{`}YqQmFQZo%V68QAzc81CPcP7LYgqQ4-tI^Y(K5ae2gr~v~?`A6|1eF5kx@DOdm}VTx*u%u^ z9ZN2+04BU66W&R%^DB_aeYqCZcw$Ae*j8E%tyWndKBXFntp20;)xR1kX3D)cJecSl zb)tS@GElbhyxTT41~UFx+^G^`fNSH-dRw+V^CqLnE0zKAPEJQTcAx&eTEYQWCg#I= zUg@yyp*8vvB{T+joI)5a#dKt7tW1wsPKSkuJ-1&I4R4Ru(ciOZu=l^uhE7EuJqqjc;}Xs!Idn}KzOVt4lXGf;R^Mlg1Ot(&&86^*krHdn0oh+yk((-z?v zlQJ6kPs#+Z=%OLxoP3CdIURplZM#maX282Eq()~26T(N`)f)dY(ZQkOqx+c&9`C2W zM_({8+Q5^Arzrx3Ct|l4m#mOsItjM`?%~+y5f|=6fu&7DT^7Plj3@&i0nB znNF(1qKLt0@!vXlG*ukQ^{xlm#b;KFUXQfJ@?!3D^$?zVdYH+!nKvgq9sKLjxfp6a z6I+kyV{*Btrt4Af-aMS9+yF&Dy1xK9+1}C1B@HmGF0L~YWx=`eLiaBt7DyT#amH#a z++Q#xzm{guwhOn#cbHIj~T&u_YrfksT-1^#Btr>>rhHj?inwNZzpK#l}Wh z9Pl0PA8y2|+th@avPK+|QVz(>Yeef+dp{DX5xrbmGCW0%;OwMdiTc+FH-^ZP>WL=Y zQ*rdYPH6)7{&F#G-e#OL6b&0b+YJB5dkS@oo1t2NN9oVACV;E_On6EY4(}G)t!LE) z>tWJe!mUX7XyVHpN8uYk zu+TL-^z_Lh3ztl<`WLTj#Cv7GrPS?>Fd=D+h@EW2)ioZgEZA16{MyQO4_NqR`?xCC zgoTJ-8F9>wEPRvSpmuV;0S3!P%dX5dz}7hRMG_YaS2|{H#II+8Z`t9`?`&AmP_P|} zN@HQSeE96~+bno=JGYgFv%rzR>O*9210+X=ZYRYzpk{60*Zp!0xL0!Qi_PnLe7yeV zg6Oq+=*ztHhrul$k4+iZq3hJn2Qrhj2)~k`opP@hDw=Pbd8cbZ^;?wv_n;OL zYcr~LRMuit0Lv)sbuGrVPme_Fu%dT|kGV`OI#tE%A|+}toaO##QK=f=O*oUS)0w#U z)YI(sBm=GE)|*A@7?3q`4s!zgUOuE~aafCq(6Z2LW`<1ki}81fhqL=El;tM3z`%fo zT)yuMIvSn1RzK&Y!?8}*eMXjs^Jx}YJv1t+EZzj($)~~~@m(-2g^FEczr${`pVy9d z-4UOq!ZxAyOOGfGJUk^@R`FEmx-P$YQMC%|^s7SS4^-myW_RaB2MYSG4Euc?Aj5ID z!+KLTuS$JW}=pJy%KESH+9P|wiN5~Rz}aT z>t~wEZRuWCjz=FRe_rY-h2!Mr8$QFu_$Z^4l9yG46Cdnj=tYH)5_!??exwkis$;&E zg@y2W+oYR5RmkS6`#j3oMQCnFcP-K^hIIx{Gtb9j@YbaFCoUD?g6{XpcYy^MlG8kX z_d^~Q^Zcw8skuni=9q79%|U{FE#t)b9Q3s_pR0H0U|dq-;q0v(3{GFzXy2ZT3-3ef zTGr-axLZC@iYp)0vQve;0_^<}V_)<(Wn)9qv&jJ|wiaX}bF4Dc~M_RQGuRoJF#@=)k05cbnsuacaCf?HZ|i(^tiYTc)l_bC|} z1_Kt^O(_T-8R9BRz5?0rHS2e*yMmkt_qQIBkB4U3V%1n&6qsT=kEdR|jD<{ZnbkXk zV9@2MJA6D4kG|{OVigC12%mjeCKil66jp=fs}L+il{#h@M?k~gKb(~Y2^p>lGcElHiskb;(r7-Kx1Sc0U=ep9)->MG|p-L!DtFUpzb~5A}&#$03Vj zPZ04Z4kM9a%l3XxK=eYwShj8w3VW1y?n}Lb5|+?>#s>Cz^}k>F?7a$+RR)5UvPm%Z z`ed_lFb)R2`A0cbVsJ9N;LO+TNKjhS*NkyS!c3@F?aGcw2=YDtKsJv=D!(Ux-oYqH z&{O3*4n^a>pq9vPfmj^nWVyTNMB?CqgIQ*bVBAtnZ!PG$fT6f8*OQpqwP`YOqd(DM`GTQ59!vxn5*&|Yg9+91OabkjAi|-yq4Yp~05SY% zW7@I}J_N^`LKi;DrxgX7)EAkIbN0F zX!2gZ!b2z;!}g{#hy7w9I=LYDH#7mm~O(rC;2yO_?x!V%c$6 zCmUj&h2}Re4Ta*+A(zDKxP4qV93UMlxwV^ei^f|OYflnk{F{Yl8dWB*fG zb+&on$eS?Mk}E)r&DlZ8#zOSJF;be>D8^c+wHr#uix3ok@LY+* zTQ_nV*GWitx^6G|as^&;XRaULTY&>JPVGN6NO)v8?6R`39GOls>5bmysAxVEYnsF6 z2wT31-go5?G>en%iy+|=>w%X4mI{2@|JJ?nS_LF&uX@ug$gs*5JmK9`fxL^FN$-R! z5NR?`cj_kLIfdZ6eUXIUKT;dAy+}9}Ft?}Y1_?i1B^H}jv*X?zc@j*iz=w9Rw_L7d zWNKSHut_1qt}evbPK}I>uSHXOJ1gL6?=|zHy#j|80yzrCD&V`N{ZgnU84mt`d8=p0 zxUjl;__PxR@ym@?aC20mL;A}1-+w5uZ@)(Om?UGORrOiub~0S1%1`{IRltiBk^ZBq z0uLp4v|Tonp%uPiYp)I&#Xgz7YH!Ghj!=(O4WdAM_4fbH7E^HJhT~D!zhp?PZsg)T zOU9!U8m|+T$=D$%=IO6U#^HQr)=7CXcv8k2EGT4LeEjRmEp}ZaDoZDB4Ny??K;}b_ zUnLyQ%2`>l>*5jd&fK@30<+T`&FT|u9{hgnr}+&sdUkCPxHC#d?cQXM@Jkd-|C+sT zD^!X0jNT}fUzO0X-L*K`IRs$j{p{PpglN))xaUs#b-iO!`mmVRm_dW!=k z(j=?!DCpex>EUp zkP0RG4le3eRM?O_bn?&|6`I{XF8_(6L5GET=YtP4Fc!Xqykluli4*c44x|Fry1Qk$ zfdU>yk#9}UQy^Q-UEfiX0*{hqjUV(CLXfiH^-(bj#6&l_Nj{^1vPeAlvLO`~o8Rs< z|3U?g(OzXz1{JdN^Rrh=C}4T?g1`%F3KWSyzIv6P0#@z3S4Q|Kke74fy(O6fB?eqX zi08dP=W4}S=!f!N{M{X1u=AY_m%|Gj|6%94-rqD(Rgz|1@1X(bRb!jQE*f|x-apJQLWe;$kpR(XI&?QZ z)nflm2j9gRq3nbr(10iRBG%|2y|@~)WsVuI`Yrn(M$EC;Mhqm9MZ^*3w|SnzG{w2OYkSY4S#8)8WOfTj$a)(&6ttR?#IygYU2R z)a$iV!65f}EbwT4KfLXT5qH!YJd(!Wkn)<*NPz7oShK#i4JVb{Xwtv>ChQ?V-K;I2I+bRhohKzS(7`` zYJ7sJ-_Ihs;$Wt3B87cRWE$M7j{1C6gQ@?6Ng0P;IyBaPP(ENyhk{PSkc@m9TrAdg zvir#7<$gi*US}%sy(d1F(4~Tkp5umvHWgGwz2(~Ms35YOub4eR1$~zl^|P)tSnB%k zlHW5LywvX85n4rq+Z|tJf38qLrpit8#c?V`nV)kOoT7lMvEkI2bP7B)ik?$XWj@a& z8mx^`VE(QdS;CtNI!<>V5Af1}>xzLt7l{Uz%?i~e0(3B8@o4_+Lj&UW1JBm0sLVPT zyyL=*L#NQ=?}{~(H}yqHPBIm`kH+?|Gj*5RHapkPLx-SSn9W&*B3Q~h^+iak7+5kN zmt_eS!&Rz;B0ks9+OY@IP zU_e>xoZj|QnDqN%HF32R9QUOgiOQA1hsk`6fsit=y1j#Uq^%4lalHlP4`uMD{R~TB zTp4JR-`VKO`l8JSpnMi3l?^bz5S(HhklU`Kr;6IsE4VnvnZ##IKK zcph4JV3`4dg96WgW->r6B5N2t8Gwt)*|T|{0dez>Sv1KE*pYkNQ1mMU_J};@Ts~3- zy3fW9YCWsKWFkvqu&oN#rVcOMcvb}^tgb?Q)>V+Ht*h{Tg#izb2B>v(GvLwu|W6XoGOsyQ_PoD zsshixs92pj2FTw0`O)q*1DY0F-7W<&phPCUP$r21!+eb7WdZ{dHFj0^zGHxu(&d<) z`>J62&-xK@kt!(A*2%lq#DLVJZdLuJ3{ZCY^761A11`Qohvak_aPVv(d+SvOaO{nu z=RRScAK#;CS;v5ri86iRELFhE{q#wsWEF&MxJut0W`I)2>7va8n0G>Nt{q(p>cy-m2LszyEyfQd#_D@$p!-}Q2PIU!{pX2!%T3iA1 zGZOOiEfwIhr*y7$yaECip4BMwRl>h>*0&Ov>s;ei`TXZ9;K)s9|6SKA;M{f3gGai{ zp>Rmy#iJYL;IUcS@{6Y&ingltkjBd3{JxovFJH>wPF1y#)VDIA+%i0zw^9adazFdC zbjx8#-+AViK{4w4!Y_!0^oaBg?r1jR7tiHg~-R8xU}^RR#uvtNJW*rjRQR0#KrJ}jH56oMIx z`pZlE3c(x4^ z9=1O7X?2B;L28*^uDc)xFL+HZJh#K(*LvT5FGmd6uQK|RlQ6K( zN}=B6BEz#bmA?{o7?dn-vv2uHf+=OUc$w=Ym`?rer`$k<|L&fPuQ*2p`n6r>pJWjs zX6(T1Yz`3)_So>;$|pjHxtjVF9TMPP?9!C@O@xp}y9!$&B0NyN7xi=-0m4Ri+UgtP zfz9@OW0H41d}De3eOq!q;BrLsTI=(mwuQ=7D4P$mLE$N;llh>~D$A0884tf(O*6A) z@*$I}$~%)M7i@EG-KKoahV+{~8@3Kvu+~EgbqUP`-6~m7`*wrhDkTeqjT#k- zzh}W$4ZDxL`PncjQ8{?$QVuxUc@`bIp9RWkhMkpK8DO}}!C^~z8tCeM{TL3=me!g{Ra^%ql0PS@F80Lm1{a&@A}#++nNS9 zgl1X=!&9Jso0OWnW)d{AJjxbMON9Oi;_8lp1Q^V$+H~to0AnXko6e|2xT-pkEP5~* zr1=}(Xu708j-$ts9*#7ioGbe*awi4cmK+Kvo08z}Ve@;ruM)v>lPCDymw0$u8|e4$ zL_B!eT>h9g5D&4d^0G&55@F1sFDPm=37lB}FvNc(1Fr0Ze@}7>?2m4bRQ#F@je?5N zn>k6q!OteyQVlo($P1rYayC{hNJ^TKpO%%Kt-pn<>76TItCAPEcF_3Du zlQU!?4x*+0OVd?P0FB1{vz+sZ@b?Yn@6Dfa;4c!C8{`%RLoI#Hzm7-1rj4q^kb1=9>QJ>Gq27{qkv`6(|C@7VGL(S1)@EyCSa8mgReBruq@Ipoy zaM*`^=3EYh5j_X`jmv%zl;UG`t#g#Hu0h4{pv|RT%d@!D;I~ufnJIz*pFw z&oJ8_j?z9Wct*IvcmE)(7H2o;k6!C84fcY9&Ch3|e0;$_=*6UdQutF*G)3b=LSBfL0jph>@8rViC@HFXJkOw3>KsUX4BkWy7p1X>*rg zTzk9CINlO2#$E5!|7r(`HCwS#%4ztP|Ec$ft_|v3`tb72Q8(0^95~uy?u%~p>nYsx z^g}u_6T)&9kI=Z$gvYlMAC%c9imgBKLC>jYYG&r{BZaG8{DvZK=w8y?GDug2WiTcCKL19Q>ygjxb7l~Sx6KL7ov8dK)X+NVi9xeR-kL8b3 zB1%;FcU^!d5yijNu~Wz5ktN@o-2%a}$bS8XWN>o~l09$Ae=s^8DL-f$3w@S^y6^4K zjD3}iGJY0`u^&lA1!{G?napvw(e4+4;wi|gJh#0`Fd5Yv)PGR1O+uG@t&Vw`B_b}9 zh@(42laXuZn6WuZMICxGJ&q-5=yH7PXAj48#I0>19PW~inpWa2q}QgQRS%!oVMa9ZW?2#<=?3p@}HF)ceiEpJarKa96x3k%lCPD1`m0 z>Bw=%wTn+KWFX!HTeNd7XCM|`J89e8bo3_jSMYO{G!&PzKTfwR1$}H3`t|K@GEz9L zi3aJ3$Z1cLclWj=WR%jZDes+(_T0vcwPdCu`;7N>^IOx=SFx89Q%&ipfmL#HusI!R zXT2f6a7#zm>5{tJY}3%hgaf<#MhcQAu`d5kOGdF0(gL)pBqXvw1ICL|(1y)kZ{neJ z)IVQfRyviAp346-*^bXZ6_tyB?)=L@eW4QKvp>=i?lhm}ndme$J8e9_GMI{P*m~X+ z@k~MA*H~SgwkIRCNGtnFmt^E&m`Dm$PDN~nQX~QnlhH!I^n<^IBy{KIC~mh&0_uE_6Eg51 z2JI{SBR0Ddfo^?LJ?=gpil)xuGCjsakjtZiB)U;J>N(V~cGxNcZEw44+_yIpMd&n! zEo^^+JooU(I^~BUE=f(}HxGl+v*j?yG%NtEMsH#HKIMh_7mGcfDLJ7b&1~<4N+W`sZAH-spUT(0wI)Ph@y}N6U$J zH)M58`~B~|cTlRu&J$mIuAogc=8y{7_RDWo(w|V zOCP8mZ^F@_&&RUC<1q+7S<;ng6ORm>2{@fyNvL4_)GDnz5#hu_y=f7Ni2uNaeAnj* zXn&Q^ia1Lg>KAi!yW16qiWTDZg%y+0^1)A4eU>RGY_+9vD|YOdeMiJV--LdAVO~R8moC+RLMhS5lB1=>cQZDh=fcTLhi;%s@(6zBa{Ivk`}N z>uXwD4w|fdPJ5w@LvMcSS&-IpkXW-6PbGg2GE%v3{zf+&ISskUWq0QwTb~2o|4!tg zw>@lARxA0arlW1kWFQ_j_RJ}o((tG}Tw`6Ff=8K=@2-9k!Xx>Bz>161JantDLEz`t zT;$6*;D2u)9!bY6C@kv`kR;FXI1g_EnwP40{??Cx(A%JqSXgilMHMS}T(P})|ektKly@55pWgr{f(O54J*_w&4Q*&zJ%=*2;TE3@;F9Y>Y zZ@ze8n}OVa^~+_E)6q;u!^m7oI!efrS8@29inP~;T{uNj(5*wlp=S+~kRiv)RL*)l z67ViAPCFcr1UG7~dHE!wV_cJKIzmave50vZ=|>`3o6hO_%bSS4JtvUb3`_MXx2nQ$vcWP;L^$?cl7p?nnR|cTa;hMjQydeMPRq#X(eKm-1>z z99Zk@av?e-fQz%GpoL))_;9J!MyaJhxR>20?E`60JYry&RhX77V;F0|{*^`1YH52sp2OXQE|LAU#Yg={hooW=F_6{O{WDerSjN@h0n z70sW|($0q1nPEa(Vm7!E+d{^ba$xl1@Gm`o9GvXcaillqg5b)KznBLOgoUV*VFB6j zxr^J1vo{NHv`3?ajw~2XQCC0go(&<-mfe2Y=73aXO8AKl9317G5xk+A4`RWgUtmHDr77pZn1a-?%qbi+-W1(96^{dfsf~2@6F5+sInQbnjsxCf|Gl$q&xK)yJpp0- z`4Hy2aK>654`<^)>s~a*!_$8u7qvO^A)}W4vfG_p*e!mLp6-Z)x^>;UkUKb-`O@aE zWS$Fyj+LVSe&s^0UUXU8TprkRr)_cwKy$A=IHM&C$>NuFLy8X;mF&9QBURHka%7eM@W?C0(@*y=bG{g2W9xT(S zZVy@UpterviG^IKnB@#IsLO?O1}0Sr%=mVw{=An}kqcoR#TGlrd7!-AaotlC53Q}r z{{0PjNZ27Wx8(!@HuzMnnjG;E()aaULU=wXR{ag!Hkt=3m0M_T5qWS?Oow>FHy@Hn zo|!c~cpxUR@_j18gK)W9>qH&_2A&P~-NF&Tc<1zmziW8V&e$EX%^%Oq_vw^M=Dn{B zC!MYM01vTc6rAY-9*$E@&gE+mAZgR?@qtkSoU+?FA=gQSX$$;ZYwAqt%ubzvm{=hkkyKtBS!elemlx|axZ zVM(73PY@v>T_;R8fw`ZK4$Ev70r*1x+gU40fK4s&CuK``n9S>QmHdu}^I90kH3tHG z%% z))m{^ia}EfgFP*d3=e+w>utF5z=pO&ctGHDoxF7+XWKLPH%BlGADw4 z)Vn23P9g;FBU9aC2=Lo?V%KyO0bJ5=xz(2ufcwAwNtUuiXd26t{`;B;slETQa@3@(5uoo2b)Tp_0VIp;)usmUkTUFxLPGH%y|_J`_ewqzLxSV-HQ{RHg zgGJ6eFJ}yNCi%vDM=*H%x&B`#GcV7wxOoPuNibj#GvL=yN*GdiOVV-V=9=a90O z49OblC+h6TFkd0)DDx5n+l`AW-`p|KpRPQQ-;Y7*b#Wc_y%=nAI#n0PVNl+Z!?m4_ z3`>JWy1Vko5PsPx-NmK=aJnaNj%*fyB!Q>pKv)4#n*x)z)RQ5SqVESfWcV03lg#l0 zgPM;Wl;&?3Os~ByXVW0VRBDX$+cGkQs6^hHzgPgX-l|r+`3u3G+je|>y%1_Bru?VR zQlNrReCBsxA^bhO>%wlQ0!Xf1GVEz1!wCP$*MYudIAU{wnVR$Z+^p#8Tb zc3!>!*t=URd7{biC}rZI>wb#Zc@!XO~Nw>HX>4DXP`zPE*Bkl*z% zh*hruazn9WVMhv~ljXPb!H0#wGky59E2985A9f8+=Q8I_;BMUdg8`*4^oQ#W44&{^ z-fUFDV8oQuwb>j4dIGymLIDQe#@=7ftY9!1x%L8gmkhXTzjW<53t$B$aIO%UIt7jx z*o~0kx_X)6-aHKa-QUxH7L#B?PHqoO62X#J2(Mm8gbJ)QEU|_NLph?{eIJRC-YOx! z)szG^pTZA)SZ4AkWBT}H5(aYgherL^$Y8C~C3s$e4BAKLzKiZ+`i&0{8{sz*g#6j{ z9hm+iHBc@|XZ8nE53j{nl>~@vp8GFSo(QMslfwSti7-AN6L4^m$z3da?SD+aR={n< z==x)zcWyV}nEZ#@R4?#alOWlj->xl{2;cqNB+iHsLD}if8J~Ot%uxIvy;&fD*mmcD z26bjXadX!-|3HLu>*0y-nwdV{xgGt->=%~jqB6xcnY_MkP+4W_cC%u&S&QjkGxk46 z&y|zlF`=UTK2whxn`J)QIth#yr9{8EGW9;&|0Mqy88ojSJ?Ps(h8X^rhlKAIKymwd zAq^%^IeC=LYpi5=(uzB)6^X(9WY_)GOn-^GxS?FF%sfY24STdD^ZgK)eP6U+ng6JLAQ?K>RTqmn$#CAe zgcPzHgT!4e3uXsNkoh|2r%5Og?ip&7oVFl>x5Y}LiWw22U$r|Jb`Sw?{iTl2nduMZ ze`77VFmUK-VIO^q!NDH|9DQ#vco%UYNrMf8Yxqn4TXvG5zv6QFFE=8X-;CZE)?@m} zjt$176A?65aXHgWe~J+?TcI-fQ8insy^fK9?`Nm|cp?U5e^nD!CO`iJ009603|DzL zRbLbpQmHijL`0dQQe>9oAR(DECn-XP3@NkB6q&twe$O+{4N~k3NeD#d*I!0Wn)UbOOhj@YVY5LoH7x zFtftQu*l+dSmL-hFTi@u~PUxtWAT!ylyzg`qqXx~%OocfVu6tlL%kO#ueP`$f^sIXEYr#H_jz z9n79IY%tNLgVX5-<+>CO-m7=kr)3xr>0sm*u#*YHJ!NgrN|>;C!|g%5bm`*LB zL-*xA9efcT_SQb#TGdU5q8Z~)ZGH^!p+?xkHNy zd<@8Q7TI@7kPaJKGbfbK(!hB_@B4KU6}-hwxWjN%7zrH?^v|V2`|S@jJv|ycOKKk6 z%<HV=E2T65l9j zbyFZ(p@S>qFa-oAmwBHbq`;a?uv()a73#C2kKs4aV5sl=Ia5m-%pWRIvHDH})gANG zqgUy`e(^xjhDZa#)-8;?7F6ho4iKSkrhtuSp78Q6G89Mj3s}{YVE?{xm0$d1;M?i_ zN_i6*2w|?D7&r=KUfuf8Pn`-jqStJRS~M_bGu{=wr+_Y@tv2cx2~4$Zh zYBe?y68hpkt1^h7zIH+PbT$dRQqtx7V##o1y9@q%00ms?ELhQ8G*HLJKDVr+fL3Pj zWrN!!sJox+CZZ1aQW_Zz&KW!TrWs z^L-CU;NXf|K5s|?g6OTRKOZTOJ=@D1FC>Bf*&Lpfrvz~SyZxKi9s*Dzy%Z|^@Gx=1 zP0Hd49-3wX6JKm50H&eqy!;Y@!=Lb{6Ivt?`_ZLhEJlGYR+Q(i3sg{MTd>#uP$76k zTk?=A1w4#|(w^KT!B_c+$BIXZz@6CD`9_Wi0ygIk^0X3RaN*ND)s2HsB)jU*o3$snu9E%*015r&pF$G?0*gn8-4V*{cj@I4ZIaN|xg z9P+uFI?PJ}b=e9bRTC=c9rRzYI6#BZ2E#pKPsvbsrgf9_BmqWGV!Fbpco-}wd*aE5 z1CM5H^S9MlNDOB^$ONTU0zQe*4;kCU)I}X~W_Z{ut zN&trOT@epcA}BwLy(ICT1SUqpzZTm$|JTT9FpVQYgTH_LS4|=?^dBr+=n{Ynrne={ z;Nj5oG4(MG0zAE#7P!pO%hc}Gk~c>$Ct;iMN)Ddohu0R3ev^TJ&AP^u<0FidH7=P% z23(Epfa7H%i2dy&P_Gd{f7oZ_{sBCQaqae1=HRkB@DKh7FK6o26$ z@X(#)DI1i@(qm9;yqfEqy=Y z!Fp)E)FYk%lTrKoc1aUq=3#zaB!@?ri7C(593FY42p66_<hU46tOA1SfnjaD{NQzxy!; z49hC?OEzI4dtT4E-h|_$WKH5|8Xj&vV>zYB6Tl%>RytS*2cvBC;m9ux%Y35Ag6b8}{JYwY>#(~z4mj;TWcwi6a*7ubXU=io5BuXMeQkaReEH?p0 z@c#t8o3Y?A6RkG)l5<|;W%{OI447YP`Y0cO0p%^aT|NyMsMSSd;gwjxoQtg6w19)_ zl@G2-arpJH+Z^wzP5@TO6J?VXEQm|ptFgGA2RpwQshyC^1?!OHDA%!U*wY^7@E|=K zib99;c7Du;np z%!ZW9N#Qr$GeNz_Yj5m{bhth!6ttM13SNbUV*X2M5TmlRGR?RLb=aCtBj!Ee^9mT4 z&&vR{k;f(q0h!PjPELCxm<4@*GxaX$rbAuQ%(l#>yU;XQ^mv1P3haND@a0ogA~;M} z+TAQoge10H^AGbRuqocQUqmkj`p=mw-%!2_ttS2wKJ95>TJmo9bZZ*OzLep|D5U@+ zsxHnF7Y~E(9_r`+#DHd?!O@@RZ$pe=?5Yd=7bZXyqR5%bZ`AY^jyp3K6zK=iuaLq4g%AEjM# zet(wV8;zhdBIm>0k)Zs_>*&itNKpUtm#W-w^ju`(=!3c##FJ&`t>71n@Zz3jB7w2! zW~|O|!mU`O7wiVMoiRvj;k8p^LKF(HQ=<_DL($w7BgO3#;i&3@ZBe6U4C20QGnZ2n zkG{-2*wN{efHwGR_@8^5h?=QqS~rI!Al(u5G=^9_av~`uK7?3QYO7gW!X1rxQj-Heck9ZI~ncjm?{{rPe$XtX=nM!cTtmYZh&+2Jv6e3-Jb9-9gTe7)v&%h18LMZ zI8N@mhiJjSiz{}eBF$^F%a}_kC_KZdPIn~%Jy>bZ9y=R{oyY!;yMVuh!&BFzV7;=x|F4M|zrWGufhXXn32NgYKsUWH@0r z6lsx!xFyg@^SWdtbo`y!t)^sjJx;>XiWQI8?af}&D{<(X<>1Wv=@{ft_=#UbJOT}S z%#24n1*7f70_LvMVW?!xP3-jb7Q*1fy!Ta9q39A=s+jPx%=IDjvsF~8ye>%S?P}3%I|)5?SF5A@Z6SBB za@6$|cjyb|pTNHjfNkG+I?W@}h43;Oev~+k>y5;NX=o+Z7h-|;V@<#wS|kL| zywwwQ4F%N?aaXl!!(n>)owAZkIHU-@*QVeiVdeBzomU&;U`@9nOJGAHROdF{j$cTI z>|VA+=Ib=rrcxP5h|UC;LD{<>_|oA@@7%%2t*KBe{+TzNbr*Wvy)%W!?t<%yOLx)b zGzh{NVJj2UVKne~y)PvT1ar1E`ts%gpZW3`rQLbZB=z}%g%Sqp|43i4Xg*OtbHmCRJLJvhxU|l>HB3TjZ zt^v6q8g6g$sW}%$oNFU)ZR7Mo$tjtWyjZXkSqN!s$%FRB`!?i^9I(EqmBuK{g0Bhk zQz;P{K=}3kwX1SE6kiG_c_^mC^!^ z?A?&=IXoz+SbRT`!kM#C-e$iRBBTsB)HUBGzz+EPSImIbNs}LbB6{8k1C60ysMl5uBXI4R=y(v$#*1qEtm}H z(sqkYN+jU+32Ck^#lz;d{+tdE930&gQ26}-79L_QYUZIs?`2vHJ>xTYKXPWz31e&M0Rk|ZqEGQXMHtrf&y+kx5e+| ztX>c@q8;`pvC+EMN4d19p1^xz)IQ~6Uu-oX-QOn8u zm6N}v*UxkY_t4?+$O+kvH4G4y@^LT0Fv0DvPH%`06At$t-yf0B04+Mzw(1xI#w+>> zOAqLf)gH*~uAxJ^lDQ@i7XvUJ>F1=2pHM5rmGOL$g zSifX~zQTU#$KH@nC4BVvF{x^{Gn5CgK5rv@nB=rCk3kWjUo0adErqrHg?Sgj4P zE;zshe#^lWUk;wy4~*aUd0DXbo2gOZ$pjhcduMzj8IYX18Cx<+hq-*$u6|ECOq2zz zIU+jbIX~3it3!vUgP{Ri-09%+z9c|vkPdCnKcwwD$N-DVsCQ$547lYg_w{cg9qPLz z=RBU#K%UyQGH*Bmt(%1?xLq<{=lFEt)n%#%TL()|0aBUF%1 zbYFMA&B?E)H*S9_LWkqyf;H|N7;uIea*T~wjL;;q#6wFL%|^;G4h;Oj#-o zPVbpAb&I1xZIGAL@+=KJaF0E<(CF}MLeQCQ!GNAcAMeZlOgNR=($(z7g7p`2b$Q|W z(70yfC3ztq4oPT~|Dv$KIQIxwy%h_{&?rvzO7US9QjPy&WRWB=_?D21Z{WI&t0`R7-r z3rnFXK3U#As|*&61jY0t%E3D@=s%~^6+kb$TvdCr67=#ONiw-BVd(F$UgVJqn3s+G zXUkmy3Kwf7)Q8JK^}OlAhkxZ@S6!_B$E^bRe%$(fI?{%qzkD zw))pwIh7!6y18{ZrV`|JI@jLwR)Xlikq^oa70_Bkd~_qe9NKgYZl|9rhuR#YUxsew za95~1Deg`=o) z+4H0TLKpW+jAs;pyWj3Jes2pPg@1$9iQWS6mHk0J`=Sw*90oKMb#CkU!oDa&ZeA`0@wqd4k*+N=*^7gfU;Tc*pht?q#sw%tqsV5kzmn3+VZ)u zEWLDIotO(diQl9?RpmkEPyMH>Di~P2@1LsA&H-M^^lQ&onUHpgXmIQ3J)ji}EbBYo zfu~$we5#%#!AgB#%w|jyEX19yad?ynF~*yx&hRI}W{IvZ-C4;HS$elBiT@6euzS|p zMN&cY-e-d~^E;5PtVj+uPJr5dZ`B^VMZ@?;ai-r=2pnI3EB{w87!vM9JPhIwhSGO0 z4fC^a!A^q?Lg3yoXyev(uAPd67KhU@1FJD06j^dRBq<(f*7l=eQVB4!<<&^W8g{MWY&sK-tnYnyc*RYpupcaPelsf?2| z!PNmss*q=kx>zKVFqf~(Rft8oj`Em&+u{+c^kRCSc>?0Sj4^h_$D?-&7T4W#V^RGP z1K$zd7?g6gN3}&I0#y?2e}2P+qOl9VrS!RDk?+lICv!X!&~C>sBBvyi(RyLto~wtG zQ73(-_enw$dem|I?CelHI;^VX`e!s2?WY(Cr3XeM!u+JW>ESSBS}^%WGCLaar5PzF z^CX~j#n=kT`XnSXuRGcskc>>CsJ{bxQjh|XSlk?zjA#|tGIKhU(21MUg;$;>px;>z z?47&`$W@~CUdlu)GQTAoHS3;$4(*Whviy7(?K^SoUK(#E5+sNVXQ*Z&0$sa%;&L`> zPF(r7Z8RJGIJ|M+LSZ)YKCjaH_bv0r?e)lIQyTDJ?$Gk zl#RM4Cu)MY^HBE6{=>FuSoAaLtYJkP9;th`&^PfCkz@58S5<8ydRUDF>|YX4WNYE3 zqKgD1lt0t*hlEE0%=~SIV>racR9X8ej71hdtRE)G8pu+a%ZP|FUoR4Pi;OON@x0{Lqawor!ia-B4N(<(-vu0_A(i%bZaIoH=ptt?73^jsKcWe@)dUaFcH;#)lL^!CnMh4&y0cV zR8&f=iPhAnAzcw=4Q&G&+Aw&r{(CqT74lj2{Nmsby;RWDbD4~Iq&E4!`bR|ieixM| zFa%Wf)pHA;hlJwW_Nly+rJ!56KW;k9(olc}IgK1oLsbHJsU06^C{!XXgOyA}+vmrH zuPD$^V$$8MDGLrIU_a-v3`z{x>{~QsC zZs*5z&f<}W4@1$Mhlm_fzS$gpO+sSI7g`-P$cQ~?a7xdBjM8-^I~>U*#Gd$GbdXF$ z633ee38x9jRh)S4uR0E;8tA&7O~4?oQH=1>BY7w^rq{Gv8-wb?J2P!J;Lvp1iCF*t z@F>Zu;8&MUEOU2BxlC6iOuoLIjgtpE~Pjm zR#EeGdJ&5ZtUoB_=i|_VeNvHO8xd)BC5k^xB%^5D(rw8Z3fe%T99I2JMe4EHZz6wC z(VTT$tNB+dvd$GVyRA$`#cyX1c!W|=izgxKXgwL(T)479&xwrI0!&?0Us6$Lzavgy zj)u6btSTx9bi{3wY+!hXfyy=7c)YS0Xe=vLH)M!`c2hq+@bqM$v_P#ZlBNta+ZMbw z)J;bXYSTh7d<=9Uz-4fUITOWXpYKpz`3To*T=UYCjTS9*KcU}jG{Wnh zci4-K`j5$5-r;8>7rxWKHHY(&lXlezK`bAoJu!Cad&WkUYij~W`3liE_C+RdY9SK! z!iLG{6ro7 zy@VoEl8}|GO32=OUU$1>Ue{iiN>S*fA*s+Xib^FbMMx#-y?>q0?>j!{e4q3D&U4Ps z!%0Nb;9B^`AJEgwVuNCjfu*}Z9q?NQd8_)=LFDge*K&mFVDh>~nrSr~>=hLA|BcoH zkKMSxlYA}w*eIE^dbt|b$=*`Sax%5gELOv&ah6sKxdx*2l}t9Cu7$|Sy+;DD7W{X8 zr!1ag!>*%hQRAv?$XLChHZ`{vRvr77Cm>u4+J#Ghr=@B@ZP?YT)v+3K8QBA4YpUQ; z#o;8Az$&=7^J{m&U=?KKtdMmou7(({y1&h} z5?u_=+r`DB=UJfsrR&6-Y!*;OX5~uPu;9uOsps{|MUefRC48=c2}z|cuaDamLCC-B zFBped;1^{!vGx@U?#h*W|8*?}@d8D^xl`kJwF`>&AQ~&E^!mM`EvMM(xezwBR^wmY6*SLf9d4dT} z$)fAF8Ze=}uTffSYXMZ1B}F$z=0U>c!b^$UbHGTsM^L}?3d|()bTkrjAgIvww(#>@ z2+|c({>+yLch$m~L&~|3G_uh@ZRQH>?|Iwzt0@~KNdKKY^@IU^0^4Kwhv=}dkfr%o zn+i2%qxWg&XplX9DOrDl4);GjIxWqY38oY8|0V@xf_UA_dMm9=&}s`-?jNDSRHu4} zP9_z^;_tkCNF&2pmA3i&iW$%o)%hkkFa>`0nDKurOoJ^vFH?)&5FtuZKt@-U3=3jS z<}*YxP<-cT9~4M1kvz60kVJ%ZgHTVgFX`a+tarfsa4LM(E^BjKOaz-@>+heeVqtD? z0>R~6B(UE36uYU#LGA5^jdH&e!1LCg`!-%lP};ruH1GCg&`Rr`Jf@Kd8)Vho+b80o zr{iKatv?!k!~;w}WrxA2dU9(Je*oBp%=g>v41mdd)u$|Pg>ra94s6#BhmXEv^y7Bn zaHoQ$8W0u^BeW&ENsS<&GkwCYP5HtIeUC>X%MFH&(&c!lr@^gSxO9-|0h8Y&|Ly=k z7|{Mmwc!eYA(hXYL%ae(l(F%^T|YlqYV_9maKsayt|sYyTYDDnPKxNW$os%*a}4c> z`7!9B$lP{(<_Rrh?eSGF{lFkEtYnZD07s67$*PnD0R3Iw2!+od6m*0=oPE7uKAR`a zQ`-%;={tLg+MED`i+THQ{!jzc<<+WZ5*%Sof0=5ch#&YXho@Z(@dvvIv+RFq{!sSA zVDYDkAIzLPK`XlM4Ql7Ce5SRW!D=?|JCoN0tcZ6?f0`b}rl=4#-bNQB4_c|*>@Y*F zd+#=davcG3V=5)W>sVs3QuwwbwO`r>Vw*%dp`+7ht6`kpHY7}1|= z>o`NUdXOv0!5+9O4cyOyC|HSEo|&9Efiv6mm6K6XYC(mTf7e}3NiH;e)@scx&z*p-2UL~v?Xq2%>|fgb3S@l)(z^@ z#8(}9cm`tD63uf^6(p|Q=o`C!47rX5?&&e!0eAfj=UhK}fi%tBk;=Xd27_TQ<~N7J zis8RO%kg2LezS9^ST7V>^fHJ|hJnza{YIX9<`T?EJ3Q=f^@fU9`i6oZPJ&FZS4jNC zK2V#FvbZ?u3?bz;g%Xk%pvC0cnm8X12w<#;lQQ)LwedfFxxdZ=bG+DRF%#Jl%|tmOLB z(P*Hg&R}~w3Rtu`=|-oajAxv?m}EMRZ|chbu}DA}9+8(qktE#v_SDX^%VhMaNW4Fu zK}9V+#l$5Q8ZJI^{cHdfRN{9(sA5b;`fXg^@{WWNr@{~Z_kx5{4CbbIEiztv@!Vba z0R!^_%Kbc&>bRiWaP40_vA$Vlit^sVT9~a8ea4KmPpj4D^xX`yX zw*55)tu?s|e;AOlW>?%o5tWl4iOAIrV;M*|sQ7H_`wVoTeyeH@A!3-9XuJG&GLji# zTHM|gRFAv5aOxKog)$oYUTe{j-f`k#(^t-W{|2=^E~Owr<@CUmB?aHzGgR8WNXBhl z#iPE)6x20zUw2ZAinlL6Zguvjq0ufyrJ_1IiuONI{inx3_H7~F?_-(R_4>HN~r>yP1lwD5bf_6e%c}rS#6Fhm6dIch9x9P|%dCp>@HFg1*Owwh7o$ady#+P*Lv-o_)NQ8myR@Llqngu;2}=t$67^~#@3 zL(#M%;gLra%xeuUskuW!H3r|M#hwfdpqlKJSI)qt&4TX++A=U?Y4Fd5WgiGf2*BB!=YFe*Bjp{c<+;c(!yl)M zmMiUP$k-jY_bumt%o!QD}Z}D)vqPDJ^?R!vjf5H4$Gac;UjW!OC_by8U>0xqlBQ zK1E}f!9!`-a>!qxLq84qVuqy^!_(20X})(=69JcYFILhR9DdH;doh$oMg#xI{Dj9G zoR|O28m{ETeZg%@n=b|VN?*IMu97hC`P6Li{S18Yrt6sDt90yP=YCF9Nk<96a_gD< z=~!>mOyB27z=U6;)yxt17xP8Ad}vVO4=%Lkcp-B+hi6 zB4Jb5jvs|y88|eu*Xg4a0oBLqi<`s<=qX?h`g0jLpE}%H%c*BAB6e$cC{wV;?@DvP z4Ne`}v43TZC>66e%yF&l1mH175O&wRg!;@ajCkyefKg6b?moM{?3zd8);Vl z`6LMi-AY6sec9u7i^XkouD`wFvazc>mT5kbjnpFju8(dxctA`-kF`Ay6EvHZT&DB!4fDkL(d9xM z9gFrIzEOZrtDBX|rSsAMIA3Y^ntY5)aqZ9jmxnJl9euq8@=^4|v5msf`8Zr`>1lbW z5EtE_*M&PW(OBEi-qoWB&xvbd_$3zBFda9F{Vc)^5W2N=stA9G#wA%cF)>c<-iL?- zOw3YP+=`rgLfzvJE=h3qzr`<8DvK~vWw(!$6AQO1&sdSy7h`$g%&reQB`7T(|BSx3 z6lLn}v!6AUpqj*Ok94sT@cgr zkL*Yv{f{*mRr&9-$irIX6V@rWOkrcdTZf6ij5_4WapwA`UXN-*mwacQ)nUN=^SCm- zIyA}%kbC)zjgG+;PtQ8DF=^cKqq-v-otO6?U-yWO6@sm^tZ_E#yt*FoJfIHWloX7t zTvw0hTsHH%d(~q@R+mh$XFW<-#fThgs6*SU%ngdSIex!vNY}DpV?_Jci}`nI(dO{V zMBvzhI#I$^el}j%b9poO3O1@~ur2@NoD-F37;NL*6AXKJ=d*GhMg(7+w7tv5k)YW3 zKXq%dzGQ0A%%cX6WIS>yd{d3Dh%QFA&8so)h1~Bm7S$+NuqQ~+vKm`Vmk!8ZuEvkC z1I7HjH8|7F6QxV7!5&u|=GGfE$Pl=jNaEn8k)GbS`BoKb*!Ny8QmVqR`wgk)O_iv- zolE@TU?q+|7LWWaUxghZ!oJIuHLP@Km7x^5ibPm~xcU{TwO4RgMkrrXNxq%CPJ4i$|Jw%Fz4v-01Fs zGPE5~U*dHuN1ZBJL&Jn}6y5Om1n<6bbhH>>tv^+YO~a>n*##xoC-gY^6&7Q_q|2Uf zD#a-E>g=N%Lo9sYq+Wb^O47-Y_4i+0nSW> z+1Gz6;Jj~gN9gK8WRpW3WMT?YdSq@}LrOj-Nt3*<806x$zxL_ZcIM#D+=#0EQQ6ob z8QB@|gn>quyqX_KS=iJTv-V|U7D^Xd4^-{u)SaWG{k|^QNKD(i)^Ri&`xMJtDykVM z@K~#INP&(iQOVE#0Ts%-UnV})|`XK}{yQxF9M)g~diNyb;HCk^)}%S$%TCt>!<*H%)0;*fevhgR7Y zg9^Sj8XGUiaByKSn6YBe0d33Pxx}JY=+x7=#yDjCaT{3An}Awb_}c7zEE4*f%tntz zpwMv%Ln+4)RLGzBklql8=p8kiTrz<{crZz91V;=8C|iZyU}WAjY5%yWL9? z<1y*rvR70|B6c42Io#?NhuJ?OeLH_eV1nQ`qYcNxkR10oaNIr!#U30qVVDJB#K}m) z7MUC>d~7dC!GWEY4=Nuv6BJVa~3N*vjWj{emYRjKNLly zyL?tLqHxH1?CR_OXq2LyzCK|Sid>J~tBm&eVoKWn;<^M+B$q1~l+W5D)8Vaw*?oJo zn*38rCfZ|+d33?MgmWm+Vja7<{~}(v zD_V&uuq19;LbmEr?+*M308xlNzmh&j{b3XV+{}D9!J92o>W&qK;3$M9XoPlwsjLZDHv*5gu zt3lxVS>W1n##F(VGym?WElJ$)`ZJd z>HH~B@|cgRB|`uQp&vu{6EeWX@TY9AJQ*AfF3oi+lOZbEr@Li48T{E}!^i4LFzCAt z2dgunx3@`MZ7~hhckrowIh+Ekl2qc9R-^-W@E?)bZW8239MOAkLIJ%nf#)A9sBpgY zZ8D9A1~nUwq+H~qfzhrkzRPSX41Twin5&?`o)wbPrGLnvy=m<4(pM5J^Z(j?<3AGI zI2^Rjqn-j0d&PRhCFxKsGLZjOArl^Zg+KI7WdLg|hq#c=fE@nb<%qYLP*-iB`!6{Y z%&9fq3>7+v^6K$jvPq zQVUiqTDN7x1(&wsQxCJ@$3Z*iGv~74*uBG9y^RdWwpczuI-LpCD}4P9&Ql?b`{Z%Nyf4;6M7P!lUH{$VA|-T)bX8JK;YWgzHe_9^o1kg!5#(_XMZ=8Nv1L zlLoVVz+W{;hABV&m(5f%L|kOY-6^NQd%J=DB{wQG%g?2i%hF)t#N^3=NGi;#=xO~N zpa56RNb7Vw8Kj5yZ!PA^fMM$!-8mJhU|h1_&Y3?ImIbu_()|eV%Go+JYnTMpl~)YT zEt28KX)TZMCn;e4Y!-caD4^NtbS{HU2Hi%5+P;${h-`Oa#N`seziCLOEItiJdRq;z zxf6h16x&PaAj2W9B_D1x8pJ(U`8iiZhgb9+bG=6xpt;X|RL+9|2CbLEf4efkxW=i29A0pjf(3zQ6NR5ez)&vWD&5I~5Ho4Nd$C2}c)+fP#o2ct z3pn@}GGV%?>)rBg||8UY5~mK`rnez z&Vz$j-u?@T$bt7aP8T=q%7OV2s~H!OJm@%Zd$3Y7AG#jLJrJ=ifQ~nl*Tc^i0Q;A< zx!LbLkkzpXGnmPRkWQfl%iTGkhW(K{rLv*z>!)7z^9*p5Gxpdw$$*^~_@~tqv*Ez3 zW6=lOY@qJhwZ&O88x|yw1abXi0RN@6qiZBGK`l4D;}?kr&eo3({y9d0nl12_Mj}Ds zL3a&fAqo^^u}JG?IJRIPfm?zK3rBPN*T1L0s;A~v17tF^TTjWeBZzR}YQ#D(sdNYn zBWK?`mIT{GwrWjSB!GErlDyPlGI$k&YQ$y&Bq#IcO1~jM*RZtf$R`3cym2HiP7#2= zCq`Q`AQk9If0V_{6JcM$h4y-}xTVRPc&@av2BzArC1`gW3f=!yLa z&>XxSo!8+8QgPA;LQnX?>P~r6;nYB|>)AO!%M1jI(}`Do7X3j}@WH6V?(?8FmS?IO zY7a7|iHWjBW=;?2sNgP+c%qKy6Yf9WTaQMw}Y^X5PC_%8bB zs$A1p42VcK){crot#OgtyIP~sqCJALje^YEw`{%RXYvD4jEh=80{KC1TU0o};cb3Eft48mz8#)Rp&45R*^E zh4@|R;TuzN#_qM`&ef^tdBi64Tv;lr23+~nO-@Jk6?*)+9YlOwm9R_lI0a8hudq3g zO~u(%zeavz3Xc1}%?lqT;f3^9cKSpjCa`XFoO_#r^A>Bb?|YSjt3@s@J=Y{-;M!Ls z*CQzSEprF+up*x#5lX1k5`egGyBBp(u zHCyTy!4*YiXtd}8Sk5bE*rq^VA zaQ;Q4q#PAxXNA>8rKu>R`0&3Id4f1w;>1eTQxhlvy4Q0sJdN&&q zP&~4^BRDk!Z^?yBUE<6YGv(9*?Y|Tp?jOrqG^664H^+7dRglrs}yy`b>2pDtnkH?T95ruI5QQ7lkd`6t9 zmR&)`(w}pZCkkmOzwxNXz&sTN_l{lk=gdR@0{{U3{}h*bI2B$K$7!=9sVJdRBuS;! zQW-?a9zv27WlbdezQncPeZSWlQXxrX8I>f-lFIT^sgNW^5-Pp-{cE1{%yZ5&GiT13 z&v#2fs=cTc5nGR;j*NaLmQ(Dybv0OO5Gf+@t|Syq~?CNlQbkAi`mN6 zqhtNC7*Ap-1H+iK*TXJMblct&lKq8+T+@H=9K@ zEBSct?sS>C9}n5lOScsEaIjoXHLm_W8)rTar&*7(aKUF%@!??>Qmw94P+zgp;i=oI zi;Wz7NNVH7F65!v$_q8G_4(*vabrhS1|JFXvT(MDi)lIBRgYU)s8MQ9l-zu~0Jb&Ua%L2h|%l_&D@%u~na& ze(nPY>62SGRurXijGVV=8raA1`e7X$;owOV&ckwyX6IWbx1pit^2{jwlivy&)4#Chb^z|WNH>F z$DWL?lH(&cja_E2kB2=9Df5b3dFa(ie0o2RhZ0`9N@OPaSm-qIFJNUhdT9qn_etmA zA*ovu<-2mR;_{aZy6w3rsXVGWE}Dy;6Hr#zNG#{C9r+;<`{2Jo})*n|EAocG~1OJ`^YzT0x z4*gn)yVsh!X4Ds<$3Wp5uE}+*y{A5S!nX+Zc=zPrlL}GiT5!SJBZa8zxgbXMPXRiI zI(G9E3(+em&;O-TA^LjOTU}Ha_^+>Z_;S4v{XEM9Z-o|O?%*l@zQIBaX}g@|8diYQ z%6lK&9?M6mq_Xch-}BI~^xwF!Odd8)n?2r>my0e&-RJW;xtQYc%QU;x&a2Uw+C%o#%TvNu{}Hb-RD=kw^}<$ZzvZ^UlT!gXcHR zC9^OhIVa9OnvV@Dt>qS!@KC%x$YV4r=x-FnG1WK(y%hsuqrv2hVy#v z%ErHG=q!C{H_Fm6B4T7o(RSW%*NpJbvi2hdK_leQ&6Sq-?s}FNH|rz z_e1$uCRW&pi2uk=$Gs6QrJspusC9jZ$Ml0VG#0My4%f=Smyt~|LVg+8#9a2}lPM9o zOE=X%ZX{xV%cHYj6*5pckF-^)gMdD&DIwFF6VUcK|HP3`QAmARPhCz9!x^72>%(T@ zXx!eoKabbnM~ z=ZnoLA4DE`pT)BO8h2UQ+h9zsw8A%<843*rthgazjxK8!?UTuN#>aaosWI^>gm&cs$TmkDO zmx#<2AwYb#?zf9<7_9zfdN@uk1S&uL8u;lF1azf|nUj|S;O{Mmo@4F-@Oi*x75GGf zoj);Hj(in%ud^i-{Z0b;^NZD0V^iRi^eW=JrKv#7rkor)oB|1q3tOX<32^e$)6!P= zBuM427MJ8FfW8OWyUjQWs)wre<1A94@2479)FKnwuG=bR8Tcu3cpE^X(*@^)F@HDi46&vGAnWtj!bz6|fm znd8H@*lcwbA`ckzLL!?IxDfg+V|||j2j1jLXXZJwfbzxAP)nBqcM|Qm(SI56s->s8 zy`2RyODM9YU)V6ZG2_;-1qZenoo=Ssae#j?(b?664TGudf*CdoEEe=WeYTegeW{QA zj<2P|lIV%L+m2Kip6Oj*@rw-m#6}2-kEoz!pY0+%Mu%TZGq^)V3^-R}_iSe=16H3W zv}|)^K#=}z7p27vFuTOkuHe&PtoC-qt#}GB%at#Ccah=V5y@5c_lZF4y&*i-N`koq zsW(EX6d2R<$Sk@?19^G9y%|ajnBxlOb1(z^WTIrh)C%%Bw$)pl$bgY?Y?k^+2Zh|D zBEN*_u!mtH?~zG^Z~xgA-W0_1%}Z_Mr5YQSt(bb`X3ha>OXW7JR~*>6<77o|7Y7{v z?XMLAHVj`rde0<+4GQ)@zRVS|VE1jW89PlTh^s_SI{^!vXE%DJZ|1__hSsqNS zvw)PSEHKl4viwPZ7D(KQRB)}zf{2OjVR^^1;Dgw;8EEA}w)WkuFUDLbB6`pbr#P_p zRT_UoE)UfEmZ_6Z@WCb7=1FlC4^;kJ6kcA<19C^9^er(i)c<-bX4A+5dQsWY?WdUV zXH+bzg+qrGd#)}31uBT~)>cR)P+{^*=9W|&IuL6eD5KI$*dlu6aKcXpTvMy5{uRUk z$=JsuirI9?Dm`0ly_N=XQ3op4=TP8q&!R79`$*)3IyqoA^&IGh zd1+w#&RTLZw zf!eeUal_^Udvn`3iU&hOYr?lj_P)^YGefvz!WHxmiZ(g^Fogzj^@RC(Z5$8{^mf@{ z0nO)C7WYJ*gOOLnn8kJHLH4!9dDAghurl?~o>Fs!m`k(i_Mdej=8pcZ772_%dSapN6`VR@(%2^Fk41-+_@VKB=)wM?-V#$!cx zw}JTMIOP5+NPk!nk5#$P|6L!riU-LxZQ@G^$P|gU_b*Aqq8q-aU4k-Er`2|W;wmzh z^Gw3>$YdNLy_yM1C846NQq|rRB078%3-j1c#F>LPAI%34(Ri2C`f3RhzHkaTU0Xmx z9d^(32$76I+uKhVw@`5Rz=o}(#|6CjtVZcxDHVsW57f-Hld-;{HC%W*8Lii*>hIAZ zAwl@)kkft=3iS*b#_c9y2}KW0qew{a%~VWVOGakd9SaK^3Ql%7Pd@)jLEFqC%@HRu z7JFwFo{=M=iE}|~QWFtVSh~X%n}{e^WA|C6USNxlXlu=oFyB+WeElv8rahK!e0qfhtN*V*HYqJ$HujW(zUpP-NzYk$Q*q&WExBJXrlZ|P2 z3*ApG6Ra&}bBxbrqnx4t;9FM#N4G{yI=soo+QWxuPrBsbpOU$}72>(rr?*G8kCclJ zbTW0ba~`&K*2yyjwz5b4^Q?q`BcGg|l^)7QiOJk!jHTIVHQP40cBg>zQj`8TzvE(= z+(PY*-drTsw9W4B;G$yZM(6W7JS@`w$Q%34!<+6#mH3m7J-1e}zZweaA?$j%}KBVU&8XO4yK!E20R{8VuwN|~C*zgE+<^ltNm%>zqU6V) zM9kN`k#YAg2?yX#(c7D3)NomrEnY#!@r|Bl^C0M_-a3!{Ur5+-#{WikT_%3lc%b-D zBOR+GCkP5E$ymFEsazRFz?Uf-M;4``YP?DJ z>7$7#wMFfpH9HO)mw9yWTNHzOYCaPSyTeft!fHfrgrMI)pO;oELeWZck56@1IQDSX zK3b_0i4BqpkJqI|q15AJG>&BmYRnavT>s~b8p*@+Azf}b5O~{t$odQpWIR`skvW59 zMx>rM6K65|*f$HdndHCDW_J}$2HJz(9E~oii%4L24&gkQ^x(#P*N)z_kJo46b}A= zo7+zf`A*|>ypE1AoSS6Aoef=QmZdqZ470B zT*gr~F&{P@+;na0(@h+BnYn&VfF>JaA4QK$oe}V*&!}iDoe7HW&m{M&Fu*~ilaSL$ zhiHR<-+N16Wg%7mv-Zg!LJg{H0V!i1OE({&Hf)8G@K_%*H z&(}64q;Hxz8$G~;Qd7s#O()qvUpMyj-WCp+-1*d3XvTr>-th|C{n&6xPxeL(mj&GK z@8)i7V8Y_FH$yHJ(!p{kpYnVw6~5g)VDg}t1Roq^=57f%gU6d~JaCc%-xtRjaW+!n z`|6?)&G%GTn{>#@C9DIILqSH;=! z1-$EUw%1vP2}js^wY|LzsM=?ws^H3i1))wO|5ebz#Kk{&M;#4zkDa0Y3ZcOTws@EO z8792mE`I&aJR1z1@8}Jl$UqIUu#ExUN%{1B*H-r!PKWL6e)inUXI9*3_)p zNze_ZyEaY}-w&;y>GTa)1*L)fA;Fb(`d z2_cWksZgbVhwPc23QDV_R`$FjfQtB!iLDE+LQmb79-DKq5cJe0()xEeFh4tlv}FZ? zN}Rs3PI?fC@2+GfrH27Au)%=S69p@G2^~6M69bD=H*3aRi-G00KUV*uM}V2K(uJCo zAducF>)Z9`B1rH!Khw2}j_^9JaU42sG_>J_ zBdCs;8@6w7gP8HjxATuqLc^ua9@ba(K*wTbmDekeqp{nT1E(}RQGMRBT5(+<7MWdT zGNU7KrSy{nH!5Q=rq3z=wQ2-LjGVc7KRXcB)pt-9m-yoq(r@=A)_z#lzs{~w-w&_6 zOl+Et@JG>}rGMlWUO_5#5580gMXBh-^yb}BIP%-<<3`6AoSGw!8to6mf$9o#o$>&b z?M|6;9PvSoh^TeT8SbbWG3j=_zz6+es^MC%falI97~J|1h=Usxb{dF<<6y&Gy}H?0 z+<$9dTp%?L6U3|#V!aOAT(>&`JE~%?Y$e2_)UkxpPOE4fAg5LbzX(A>sgI^n za4>SS%6_D{2BXjW*+Zk05EOFRZA7LQygkHn~nlx7G0+`&KgU_+a6+)`Nr}2m|Zyvq{K&qxIc9frKM36qfl3_%lUv z*N!(d3jWz^G`jm46<@B8|Ge-x9j*2Y-%-+L;P7TK2kBxO4qngDu@Z2m-09txO+gf_ zl5+^QR-$0y>}AN4(aBpd+BIva@16(Egh*pAH^%HX5vesH4(Y`L==7cFpUf( zygW~&N*xk#^2o*UHcBRT>=7C~>nxb_6;%;ogNf+Tu|LMlB>~+SYDc1L;!(r6H{tti z0)}wn&JuePQHxmYS!$n*QX5r-%qr6{qSiRd^GF6}Z@wG3SSS@;-r9Pe?j;~qncA!9 zLO?gA-InTM$(R7ip&iS}FxcvdSfb z>S@URnIXsF($Q@lW46GFh9hY~>sRcjphL_4Lren+`p7B^sz=$_)4=t;%;(+0k)aMonI1-%wd6}L-H+|Tu zqkA#|V`y9KuQgspbyD<Zh-8}Y`UD)i$CV4U6X>#|Z^Y00#$dwy z`J-tYVvrzLlPPx~3XMNaERhL{L!s2ow+#FekhvhVQnH(XqH{mR^SJ~Z*B_#Y9u>S_ zF{X*?ff&4bX+F?iDGbZ*tv&xFPM{Yr94d+3ABb*tV?w?KL0Bci4Ye2z#g*H|s}#Z_ zFm1a6ze*1J`yRH$|)a+qxa`3Jr6&b+lqI}IdOT9ntMq=5KZ=ZA_t1o+RPC8t+535cI3Bjtz* zP|qS?vmGTssg3_zy`FUNSt$R4cbo)XmU=%jC}bGjtGfK%V+wptmg>vhM}=!rH%qsU zP(bW`fby>y3RE4kmXvm+z&@`~w)8VHe9AI#8knF#Am_CQKZ*$_g3B~3eA(dl@Ttn^ zKf#>V2=nO7=fGmK_QNaRut8&yUGwvBHq7`eDX?6`g1q{RlLcQHkl@)brQ*qgg==01 z%jR*QQ?4{;*CQ^Zw&nblQ{jP6=bzS-&$yt~)V$o|4hOuny4}>dY#6`sIx_1i6V^8? z8nNscF!8?XXGbR!Y8|yjm^aywS5_DLM2!nC9;bQVHRVA~nJfR~aUSr6{Fy>;IpDUm zrsJL<-mXqRj-D|SZaqCT8oGrJ+Up0${xwpelr&WMz?2RNVarFucM5o=v!{Ovn+ckg zFAP(iS+Ihr2`m#PU}sv^%svKqDBG=~HqzkVLvvY6ODc2?z6`n$Nr6Lk3e)@fRG`xe zEPb~z;DBCJkK0ZboT%8P;4#30w%xDdMOLvvE>7LeaE=A_71l{yYZj2hlP0v%nNW1} zobWy^Ivk;;>vne0!0yw}%bG<@DA7-kO8dix!3#Zf(G)It<;avLD)XSvG5LhCArCe! z78#Lz$^~^D_owIexzPN_$>{n!7DOxxJXH5lz)69U?{=GUK_llOrHMs^+!4t zMtYpycOIpK)aKqq?Ft&`tcvyf^pgeygZm}D<|&ZRxNlvpMuvX991z_|1gFIhAN0OR z1))`4KfZRQfbDLv`Rxxfpl?RAqH7xork^SCP9zh-puNOawu=aJ$IIP&S~6g;+{2@K za~ezsouT;ilA%cbzuS3hlOSz+4b8VG5!iPQJ-8&23f+=VEBxFuz;I|*@2qJi@Jro1 z+MF{WQk*h1!qhXntx6CfNP>|JLM!j@27Pjy{ zSGq2Y2Q~lKH<#^?hdUk0!=JO`puRYHkAzSh?6@Pc?^Js@q&B4)$(##>Z1;jZ7$r`F{}$hF*~b>OU$u~ zx%{okU3WCeD*OEB*<~z>8n#*96NwSeFOJXei^bO7cT&B)2z2^Aw)o?ZASBdPIMqsA zK{H03^PBepsQ9rpW5PQKZCkf)ZO9ErUwPf>ESXp=TF`pkr8FKT`1LJoza^rYR{rBt zjH}qRbM^brrZL!X+V;r~W(d~0=c<1k2*kbie?sne1fmt|>@iL0U=%9VEF}L8!+y&5 zPp0xQ=q$6%S;aXXJvQDB8RRA6rlihN;qj|jvd8&2Auk5G&XTphlZAz!z9&g?h$p7# zYPp;eu|$}~*>A6^V~90Uk#9|k$i%iF)y2QPv4mx@q37YHIATO+Z)28L62Wz1>S6t- zWTJciQntiw3c<|a3UA^{CelUPjQ$BG5fr08lPe~Z2-$Os`}of!6N!Nd@#5Q3h#8Tk zSJg`?#57&JM@}Y<5a?ZLk!O@naJ{qsEE$nO6wG?Xs=KBW{*BwRl`K*SbFJ0d$%}~u ztzjgyyda)1QvYb^awCT5{&)11E69Y)GWTKGk7VM2qQ_YIGMV5Majulz8Bg@@;Qb_g zD~`~Q_K$m`NhV@9FCT?Q1d&L4{!uhOlyIP#W*trlCMrDa3}xbjiJkyMyTx0squ zr*w4)p{wj2>ys5isJ|4b%^D;T2Lpxc-t6@uTJDJjUi{-pknT5L)Bk>jP(N|}vzfUo zF)CtcQ^fC1RBTE+Hzeyt%(Ho}vTD9YXr(K4_UHN#O?EqZU0?VRgL@P>J^d~d?vs2D z;#5;&TiS|epU4X6Q8UquJANG2rK@-TwN?V@--03I>Tb~TXzRL+K@@D?yC|4rK%^cM z{O^sc72$MgI^xgQON38T$FQlcF=%R0&+n2vVO%)A`__^#uJYumsw)S=&>=^|+&vfp z%nz!CJA$#D5w%tGBneJq%?%%Z214Sk;!iPkU(`PJ$PZueLPf(jc_T+ZNU3UtB-e+) zD=;nfxMMhKHBC}?1Vux1Vw-Np9Wt&n^CK^Qhyjlsx87#YX!yFg_w8bjhWK?u&L>Tg z@EZ1=8D)fHLd()=oi7;|w`pey-%7-Th$czS?I~yx6Sz^Skp?UHP)&={AW`0G?=6sy zeZN;mZB$E#z4slo{Y}NPZRdvu(NwIfOx+XpDH*kV%}xB7sR-@iR=H}Ifvo-wD`mW> zu;}VON!^|WZI>I(8@6QQ^7tbor@U;)n5cX)V#~%pmm==T(^>d(*Kl^VbS6Bg)>Tss zDvJGc+^8*72rYllzqc(1I{BUt4|>qBFuLcKk}4hCt*dtK(qMqUks~WVi-8-V9P7&R z8JGz4mHA=D!2FelLw;ZAIR0}T-@GIpR&(AK`&wx@Gf_b)y-CM@k;io@8}jkcMpNF! zJs+PN*WUB)&j*|! zGiW&CZ(qATAP-fo2Ku{Na-cMFE)fPW1`Wqj`U$rPNR+9NA{NJX|RdQ$BZXxilSaS~5``;;GQ)D0MO# zO$DFPH7?$+4BRVG3?unbF=yl~kS3Rfk?Z>B#;IBGYFzQk>1GyIInFYYUSvXKX_a~T zEEPt|7NcECRP>p?xyTirfwtZ$1^yliqGE?88YePQTQHmwOJt+H`C7 zb1~`>Z4l>?iwNoLM19d5oUoC185hWgm}uM0*1=3PS10DJypxHaw*+*KOXi^D9h-1l zN*-qR+&WOZf`;MPOkRP>TpUvipjJxdfUnIgd@3mmJ^?=$elAeJY59HnUVJ)qe;c-r zA4$cr##OR*QEAYv&iJQVlmR~8FXHX1s5l_~oAfS-fsoC$>6Iy9@gAJCdNcBl*v1jRd&u zS-y2JI|&t_TAvY4!OSZ!ms{ejd#Iay8l}_lu%+;}vt}Apt=^VgUXzON-^xl`9w%W& zV(FdDSON}Ki42w%#oz=lzXsVf3Qcxi9nSvINUFA}?AZ|qRUyAAvUVK$O_iM9-iwF! z?OETA-SIFS{kZjWXDrNfZ)zzBk|A@~{K2wgByzii18GfRc(Uo|r(@h9Fei!fy4?uJ z>nGBy_hm$5%Ndb@tkY!h6-o?s*u^5`gU2dfTQX`7sL}7)M8R8IeCcC-IDQCasxj7v zVp@U!s>tOa41W4zQq|%EkE_;e>$|<+!qI*vfD(k7RZ)w+hr>}9(qB3{9|<|Vb6djJ zld-|V;#5y#6f`)bW~JRCaY@CLzPUdP4;LIS7tNAj!lN88*mxaloTD$yUvmdZlKS5t z|4Wc&3|~9q=K;TFHtw{4Uhoo17ZO$TMn|C9@L@ksQ0%05u9dh!dWGx*9e+EJS~frS zn@|MFrRrCLtRX=n$3=X+?nH3?OEw69=}xejm&xoYw;`;5ERF@f&>?7vO)I7H)d@DI zZ_%+TI|!2b5xJYIK=gQ$G`B0ABiuzIb{=BQ`KWes3onN=A$MVQkD%H$qNJ~FQ$VT* z(K7C(YOuq@9uA=1QIjhD|PJsyos58=EnO<+zGDr51TY(Sns@g z`}=OuRbsqs@7FWB*N8P<-W)F#{Rq`uu4lmlB%+@qWBfBElu)hI&|!ZRPHfoGttG{X zBKq&1_*c6nf*3r%Uzxr(gsA`HIM<^~BDkKf7?b?qPxR2@1aB$?5eIn|Qnxmd2$zAB zYW-tFRB8bqx{;YJVJ&kj{`%IJ-neZhQOsZD3-x>V zcbmNS!F2iipx??qXkp);>b&O~XtE14ca=TR^WfC^21y?*E;sgs=LIA2lg#L4TC!K=#XG09Qw zNQLaQK-)>xY+RCBx^nwwE?Ot|YP=52!-d>(?JXuWJk2SUJd;a&@VC($pDDN}_I`8NDoILXpAsD>j zrba#7_MI#7QU|-t{J7F#~+s9)6=#_p0ZL*zS4>3a4bWW^|enS*UF$YacflFybJ^9 zR7(F%l)~v9E)`xc#k31&ob91ftT`X1?s&BXJ2&lqu}!ZO2QZ^M$X|{_wn`cm;Ury}Q0^RATSWxV7FdDv|qaaF+D45{E<1d`ujwghl(p7J0o& z1US8ZIiFO4ygPpS~BR zQj6h^x4%}tErC(?*xI13QXC98{8Mgs8T1!B=V|0JEUus9jfpLT|MqM0U(c7}X*u8F zqtazafAXwLzqS-jF^@H(gi0YRap?Za@)E>$yK0QpmSCdOc#tYu20O_IT;V&*;cQa$ z(y_iAt$%!q&ni^FZYxdPSEmADN>7GvwpYM7_E6!e2j$o?x-jv5sSHaO7rfK%l)`1# z)W$9HrPz@)P-c}=hA*4K$yZNTz$;+rZSUI(EC(t6Yhme^HT)xLqOB5s_1E=n?pGrC zv6s{jnM#;(@+9h~RAA@UbDTWXa%frgp8qpYhQqrGkN;wpc5_rsU!x zc$lBuXKGoD^nm&oS6KD*%}Sxxcl)#?+FyrpaVq_)#p6>Wi z1c$7EiC;N|5S%;wgWs+IyWe~<(o)RF<(0t$0Sfuh89!0ry_64Lv3pacFACtXyJffh zasec_+!9q9DuC&041K*^0RPqc}n}J)$u7CjzyM>!^_#I&FCIbFUrL-ua80ewmb-lyh@3e%!9@KyiNL+ zx$rJ&oc+o2)AOr~^62d4gMB)A*GUni>@oW<}y-ohogH=?N2&lPDB~X z8)ZPzsLXWOk^()s&iBGL6cja#YbI`@AhWWnd;jfpROEx=gNiqbar!@+(dxGHq zTiVVGA>b3=;OH_MfzSKdJ6^w!!i?+vTuwDI9=Fjx#$`w2f~fTMb>)$G%5L$u+BO2@ z{hl-XyF%gf#ZIzJF&Nq0H)6h&`oT12E9U5dc(i-uY4ev*JZ3+zmTf!|Jo2#|oNCcv zvt>Rh{2GmIQnzjTbfb~nK-zQ4A`*LRk6R5mg@Y{Tq5SK42x{Y-oWCC-p=3|k*AFTo zXj8TBDjJGF_X`QLt)bDVHGR=p{+f(snrP{>aWY0;+AE7`kU z;6FDbe4gwBuKr&(U-w@{3Atiy%I6~H{TwR1&$&U%d!9pF))QL%R$fmpd4R?=2>*P{ z6Q(}L%}2(r!dml6PGN!-NM?7wQi6_v=9+13v(btmo&0h(^`k4{o-5ULyVjMUxv#b# z*nE*t&#zlld1X$}xVQ7usb>k=ITOiKM=Xh+j}j)S7EVOs$L8;E+P#Q__e^E0M*;}- zR%cBg)D6iUdItc!W16G%*Ex^9k{abM0Rv2|1nt z?rovrM9)H+K(av?v1X9}YgT*+A-gU*F|ja&D2V8zOxT7J^Z8Fad#u6<&fH6(zvLr` zgQQL(@Hxw8n(vlK>h~ci*}e4-**plgnO6m?g`5d}4IDFYb|ko}C-$7$;zU??F!g^( zxDuquN^6A(55i$NDCW!!Z(?v^3yp$3|<>&zOZ|r5rtvM>A@W>XUr4RO6c3VOHpu&v9aXrX&qr!}dg)L=Lfb(t-yywFaOKp9J$x04L>E54$nPOI;lp?Sx*%24Ad1jue7|KfF5ppiLygU zaAtR7A1F@7eiFlqpT)gWK^Ibr;*$}5vU+13GYS4a>+GfElTh#fq3 z3i>~iY+dBj;Tm*3z4JT;jch`%N4`^Gdg$YvtKKd-s2hsE`~ls`OR z&BcD>7j+X$>DW46d0f1XiuT>=ze;6ukgMW2%Q2pdruQFP4oT2(!ZP+ngBA^?TI3V76aLW06)0?}xu{IJ1>v*vWP2j$bKKbz@&eRbS>pXJ)3|~@NIg2hC{PsYcQSL!2dz22Cd&+Pbc1EVp?m5P@O6hTUO*=}HNN~~z(tU_YZLhuw@6_jKa2Mpq?(a<|JSsuZJv+7o*O?^zz zYl;kJ*Vmxrf=%?p1tx?~G=0mt&BRH0XPN&jnUFjGNpdK=8jJor@7F0YVOlOA?lr+g z-(|%HQ=b|bD%Nd(*H?qny@jQIES)kX8iIx_YB1BXK(~0n#A<`GCT$&--U58PdF!h& zxn-|n{c<%fK6DIwHp;|WN<`l7=o)mD(;DRO*MMz0WaqOtH8?1AXjVkN7Rgsj8mA;` zv44~EGr5i$1o57DvBkIs+foOD&WTW8Vsy5@0mzo<gwf3o8frR6Zak~h@2vJwy4hW;!(sDw(}g3#ltO32SE?CoZ85k208dp>r;lL@K7abJ66Bte@yJ(UV`F>d!NQ%EyXhVqn~JE8Gc4EuD)Y&V1&fx zM+)rasMz72p&nfZUk|0+HtsU0C!YwjV{xa?ccyLDP%$#ylAiD9WzCy|k>A?g3*ndl zyiTo=#j!IcVXJ-=!-P~ctHYWnhm96^eChXOQ~l`yI`3!ru? z;o9_veEcv=(Y|yx9}0IbIju@yATK}m<4Pqjslweg=(!D{aSvQ(x1e^!k^KQY9Ty zr&cGWtK?(0>g&Y;Ry;O!JGnZY3eed}-L}@X09&kcvOCrnV8b5coed}RL00kQeILfa zOE!|Pk2M_{nPZ*z)M$ABqCsh60S&2aHvLnqxQgwv8bD=0KjqFk>Qe@KYbdu)^)bMF zQFC7FCBq0Oq*Gx3mNu{BK*i6VEV$JitTg2e$|{3n9gDpR2SM8)rs zPCA_0U`4oP!213|yZ?R)`qTmzBb6xNWB+d~Z8!t13IDdHTcyLKOmCt_BMpN^If-+R zQ_%8y+;h{D6u8fkZ|{i8Ku?OydSgc_bQhtnGL?x9Q)*^Ir?VjRP2cdxbS5;k?y{3p zGVx96PUS~_Dt>$X{c)R`f#q)dcS_c2kRDt2ku1UDrZ=s2j$u>?DVu#4cFKa~9FO3E z#B6MHJJlpUn+-O7WsY3sY!sc8sZ|on0!2g8&nB0O*BL8T89vGY>6FWb&1q?v7_gYs z`;>|c+w|Z+mW~P?`R=dN6i8EAGnc${*JnPK zNx_2rIukjMBviEAaRrV&-T+%TFyAs@&9dPlC^zNb;46c<|@5e-Vr)!&CQ1+_pE-5Gk!+ z+ZPcJMcV3(0Yga`6n&gFKAnUy9yz&npOf(I=&qkzc#<$vZR+Xcm4G)D9%Fwt#9>`- z{MnfUWE{I{F~R#W0vCm&ZjL?;#om8^RxSia;`PQBY2|}ah+jD5Ji9Uq8op~T1SK6_G7JxOg)#t=EV}y`qcdinU2_t$KDOZ!QUr8)E$|)Kbv>rg7iqy(tJwdA=%J zBn1PnZf>xyNx}deyi_I=@h72kdrm$o1d8%En60MZr%f8=@%waqx0c}$ z7Nnw@YQN*iVitDql2FYU&H0W&V&zB#Dqp0~e`iNfDxyiV|g1k`zM7-rF;59z0W#d`mJaGAg1(Q7E&rir(k_ z>wM1noO7RhT=%&61Cy4dN|8Z&Fs3wHPJ$5i4o~wU5^^-^=rN92VCMVgXljzd45I|k z#Zh3YIy#)}MTL{Si)4aMHhlS;RtcqMV4a#^womAio%YrJ!nva0G5@v-~IQb5U+y< zuPe9~Vg3ijbwI8dy0B3nHz-DF$=JuLMa4LBZcm76Vi9_UWb|iLix7TwlHwm;h-{gf z?-_>+Q7sYn@c6GHjLvI|e@~}j&|Gb#r>q20Nk7-ioGHa>1NF=uKBb5ZJDA|+P>NrQ zXUt4YN>NZ@CV4Qa1X~0sam2n7%t+>(JN=u68jtv!ItiuF|13CAyM+!*6TW@D_vyG& z`={RP3mw9{ZNk?IF>obtsvw7tf$tKQx*}ic*sOkXEGLPMp39tGJ1II?>vlR5@pN2c zG%f3}XW)g2Bm3d>?k*IyOK{LfaClRS*(jaa_4{xD_x$w1xB~rh=s$QVy1u9! zxqA-ej`o(LY1JcIWnVd*0>+lc(8^J}CHXt~WI1AuOTfCShW7S0S7kh?+TB^2e7e{y{xv#kb~VD0w$HY_Xq{4o6c<< z^qzggK1guzdgh>B(J2ltvM`xhin+ckKs%Zw(u{N1_Lvr`c$i5<0c0lY74P%%kn3a%`U1Q-K@{yj~CTz5QP*7dY^~c+iiGfAuSeW{Ga_CVR z6Ggjxc0T>bfNF|Ux6D~4{GCN4*)dEsmfnKjMXW}QX)4QMC zc>nuL-50xqf!)@AMvt=T2=F`TK|Mo9)@1EH5rPh-S$5Pa^8t>z%lwnD*yS=1e z8Thkot{-tJgNo+4;IhF|EKZae<^5fP*bQfp{7u4;wm!iRJv#GZ3^CE0jli#%Q zcM)!enclwATa4|GMjSI^XkdJ?eCC-=!#feR3m;`^D13IYW#y@2*m+*Rr_xfT>8#km5d~_WA4KFWblofQfS3wSgqHkH6JCz zVyx{AU55nAVsY)n+DzzN!jHt6bo`k3G|Rr9hVj$ib%&Q^;LcC^4fdZhaTh#Q$NMu; zu0@*3%*n#F1k&i1kxZQ3@U^PTCj&*j`m2fs(_u3Hvx||Mimb3Pie`Tb=-e@5OUxc%CF&HO?ZP9Mu>xn*Ubz4P_{SMSrHy3|z3qACTM3$N7K)FjAcW$&7F zNk)>D;O#g0sko3E{US^<4Lr*U#{R%GP~RD>29Ely>a-^Aa!8$V+?pImr?u3Ktd1l}td z+*s5X!JSJ-Bl%2Y@s*h&VtY9r4VgC|iS#7EE%#OUpk5-t?h|S1Prw3gY4yf;@%Uiy zXY61@9Oy@rv?G?p!qMlJIIlr8)YlZeULqU|Sqnksmce*f|1Pa?uuVi)=(|UD9!U^i zY1VM$dJ-O%iurDLN`&WD!58h;3218aZd@4U%G(qcO~M?Rh=EJiAk72^X7rnBp7(O3iy3ZL~$~|dVp^NV%}U!D-(~$j-~$MrblBj z_Say)96c6fi8_&%hy+YgoL~N2NW`NW>&rG$$#@of>3MW@61KDsO{gqSf^_|we=3v& zNW4B_y8mMwN=(gb^;gAWFf2yh`+gi6&qmZ*UrdCEv%|M^r6e$?pZ}HEl?+zP4x zXzk;-Ahf>!X$Yx4P4IMOJ|e3+5TP$x6Xw)Ch;iZc9o+%m#1kYxv^sE`2>P|)$155@ zlpfElQ}YZa>J|z%oVE-m#uqk5MR5FyHDZFFGIQ<_5*ypk$MoDH3JQix3eWiv1$^vh z(WZ9^X+;kYm)anrb~r!`cXtqpW!i+CE-L+Ypcs;u`t40K4S0ag-}AMA>}Uw!iYojp~s@e?-QMM zyZ>z75kXjPeQ*3tHHwhBHuXe7B!(!`;K;8Q3nxVM!yf#27(`4__!#QZ0fhRc&W{I| z-65p?Y<5&P`x0;3rIfU<_z@X;F6@MY0D?P8=)B$)M7Y)mxw)^uN31Rbnu4!-)LHYedePiIe-E zdlP4*)YB{GZxb{3Mb=o``4NA;)QDo~>qHChV2l^jk;0gi|}_O z^#s4zPLO{&iKo3VBF2Z`$m`3UB*yRNF(Pq4Q=%rLJ`a1>5hP)9_Sl{1uW=9;>@(c7ym&Jouu7z&0 zJrP%?&PmNVC*p%!4gJep0)`hGIvw1bfVwcF&+PelypWo$m|(`?@9B{X7tSZbSD>$) zP)>p6VGT(w#Z*++$tbn=q=BSpEkeJa4uh^!vTn=L;J!S6sBS0)8XZBk;ejc*eS&=R z%)1nLWZ4|3uu6wr+w-!Uw=%Kq#`Rq-_p-nY8a7%sMuNu9hh~kpNjN1SOk`akAxJfL zMnESEqXDf(=5yRWUU4_Rb}SRM)qnC%Jt9MU_N16x4F$f_ZSi{>so3(*z9^)Rid28f zjU{tbG%JV2{$f%ges|#?e+Cttxf@x@zbROx5#Q0)L%}ZZiPYN#*~qW&m@?+%;P$^x zVde9=SbT9bc863RmXX8+7o79ZpCdi1JD-a!mEoeqGw%FVx~t{dTn-NPdlyaCa_1^r zeJNp+JUr?BVAXpmADs#=r=M;rz_#`=Q_t7}9DF@SY>X>F|9owy^S^xj92tu+xtx!o zC%Ypb-^_#Rl;_Vg2lB8k)VZhLBOkF$Gdqv@0-Q2(H>Nuj;-{&vCpHw}qB_$fv#t;; zHkc(>aaXOSFAwTA7r^>`eDhu10&IUG(B;gPyM`}x-LJZQ*e(4M5>QZxuW|zc65+*w zocBVl5e@EkA;SmjXy~IB>8<%jgQ>viH-!!ws-}L-`6SU$->oKE{-hW>tM?TvDHJ38 z@uJD|+_^U|VfBfURvI=W(m3BWN+B}UZ0W07hQpmz<3ETpEUK9O?=5#tNa<{$t}g?9 zq%zX(St(4y+Pi0GOCVgkfi{1x1S9o#=C3r(B&63gFJM6 zR=%{ny`>EPqs7BKJg%21*9f;p3WY``wO?>b9TrqO0hrHB;XoVnl~kAZg7;c?Rw&Z_L=z z&p=|J;&|~MCgxP$TsDnl!gcD>#9$~B>(^{eIdzl?_C+SUTb2ong}_pR&OmpQr_>n- zE)Toe{j{!u0f{5*+g+(l1SazcHSx0WnHK!k)s=;q4YbERAuK%IHa^_U-AfuxUm9J_ z!rFx^CLKdu`L~0=9u8o_YpsRxP&pHl0;Qd^?ktGhX>z7LW#OOG^{m5OUTGOw8F{RS z1^K6sEfS(x=$2i3F-3)iyK643UsTP+Sq=M@(Yu(~)OLv}$mNSdX`gQ>_;7iqxj6Om z01H&*j^anF*s$^u+fXgXM(Oz*?ww66%w~o)s{65Ua{2E0{ZcIa`ZoFcWeF3_?p>2( zrw3%c!%gyL{c=2K#XBKE%vXVKI^AM2$3V zV`4PYyHKl>2^OD)Rfrc8w#VH{ME_$#>%$SJW)cG;I_*tAr|5X@XYu$UH@-^6{;=4%k-s&vD2l{{7pOF@w^NY4c(RnT6EB8@50&IbgY{@P_HIK zN1a4!q-lB?93AwkT3btT;J?+Zp{1qZ+sISD!LS5v^NNR3JxkC%pmy|UFjTLQP`||*_4BkeG-S1yVx-PDf%SZl?`X_nWM5fY}BhR`cuNa zPuLu+a}h2_W%Sp3Thz+&dHLjd&5h+)Sm>L!Tv?78H<{LrR1T`wBkZHS0bHeqB-b1nHf9WaN0%qC@a2=stCNe_*e_1gSoE9?_iqvl(|v4se&^T_ z3v8&W{0!~+$Hp~JUBSLaHY5_*k3+rLNUw6g&^XS5@Uv}q!_8RuxI@b5a1{#&x=ywU zrLghWMm8kmI~xu6gq}$+%Ho6P;EAs4QL*K;l;=XHaZeN*9{A0w%al?j$#RLm&9#yBp z^;xj@^_T)TkJN9-q(~?+u}#({q{d*N>9V!IgB}A$+a53RNu(praB=qU8MsCtCEUf#U?xBo9XUfK>tnA7NJ47O7b)}bTj?aI2R5@l$tzI{7K zvlNGTmzC_7Ey3Blf7XP!l;D8o1)EUIQmmEld>Xg26am*&_12k}B6m(-oR}*?-or^D z5rGnzxX2asb``^Z`Dozbf+GCTqd(SjE5w`L1cr%iA(9-+eHAVhAv^a?gt%BSMx)MN z$X-(n#Tho=lzK57tEU@j`bBu{$!7KW6+&qFhVX3r0^AMQsHNzZ51ur&OKpC6_|&tv zw(?sZtiy;O%k~xE-id@e^S%X`_j|+oJWv3>KM}WXh82JoHe}}WG9S7t)cs^u&BJT-1sBiLyF!aCOH;Go7()ga|eLa(&=2-Hr8w?vbQ&a(zO z+siM)LnOEh1;x*bQy{02kgc0bfsMuL)uJ5~jA~WBlzUG>SZc3%&MgYaCyov)5oBy8 z&K=vcm<)wY?*}5avyk8@zIVF-8Gj$#x|c9ThKT>lO4$b#9F*28vo)oH>ELChae#^g zYu%sN|DYg%=c1B}CIw9XctTakcnEWYrQ1ijq?w>v8RqX?7$gtf_c# zBx1fdjEe94x2?a2Q(=;IsrbLo?#6gc-s_DUs@(KwRwQKp;(N8xoD1D`Vy zV|ViLDF+fLI>L?PBr=39$)D=c;_6lFZ1e0a1)=i#42P{0e2#urapxx2Zf&sxcD^Ls z{nO{&$DajxahJUV@6r*@bEu>&DFbSsNRtmDNSLvXHEIbaV|dRiyDxhwkhhJyJ7B_< zS2>e$T$TcVjcUcK_GHB0)^GowLqaD}Ghwd)PC&80nT3ew=Z}az%D|S6W%bV!vrrqd zi*=)(j6*v%oeNW?Ag5g;SH+fsErYwgGSw+C<4F`$CzFwLzWRiW1Q}ix6LPASSFPINkilEHFvG7&f|q8? zZi~uHu;-eB1c%bGx6)Pk>wye>We&NC1ZLq##O4=ED6!=XRInsGI3_{*Hw0#Gm!6V*J#v`g=@?Q zKjznxaffzC=f8Da9HtNMi?t%7mZ1IBO(NlU=%)wSJz22b`)19cOD4W$E!{VZbVQ%3 z3YOr_z#8wCg{Asgc>S+Nt@v9eY@Xla-#(FvB3VVfdzqOSy*_(VS~~;3a@X$ZdY*BE7VQG|x z5t)F$huTuGHgV720D)v^$(c{@H%P>|*R3JvO$i9D?{1h8PX>?apDpZn>_=TNL zgR1$f#I$p1pyuQ_g>iWu^X1prqG|5`%`c26oAMp8ON zI+L-yvvTeAl}X4KHa~5gmjI%(D%h|u4!gQHzdiId4xP)3oGyzd;-Z)6F^hXiSWy)| zXl9&@*$(&ix$IlaB(6MBQ+ISTt6209DDWYM=}&MA6R=IPQho5 z@h1M?$)LL7$^4fj^qr63&%Tj}xe$f@UG#X=>6R5~n8d;McA)Z#ig-LCn@6oSOu~P! z-=0hPn}q)X009606j*mWRsS28go?~$Mae2c5fVL;sB9IoS5jo}q-&3B+)3`5B<69u-Sjl(jH z$$*pbAWlycfouCJ?q*0T_TkT#PKlH8XsAHKLws_e4DzM zL4d|LD;KInNwECh%Q{Y+1pL?Yi=IuA0JrDu4U7T_F01KCJ4+CuHdr>`xC;TaS_Vu- zf2M$9lg%ARg(SE)dqkmI zuSFJ&hW%eF9Tq*KfubIm9r7mvnv6G|)m#aKQfG!W=5b#L^g5yCr{D&Lq+44-JkH=4 zsFUzj!VfI@4y7G_GnR-z`Z( zP`UbfF(wBjA}Z{D_?8=z3mm^tqGOL33i+9??%6qS(GoBxQltx-T#4q5SILcxBoU5#vGa?^oFO?JbL1R3nu_0|iC_{e2^NOx7!imbYpQ5;-%dh;@)IvJc$+(%1)hZ;xJo%umSPs1BM{*zc7*cylyD{lHayJ3(A7JD)AR|K+< zTK`)24uiIRpQoN@4@DO5V*gG&y^ppH#xpDiLs6Ln#c}aG1~F-pO{}=1(0~hVGe|WS zr5#$`D6mREtTNqQJjasJ2d2gFR;PHxAUFG@ksO1zS!Ms+;EY9>rMoA5KgJ-2$R7Wm z3-PGo(A^gyc~~@7HaRMOIR#byS(yClk4HA$^~nLcsc1f6<NEX=neqAT1{ znj$v{=tR`=Rjvg*%DgGLgpb3cl8z1R={`K-R@?oML?a;8R?P?|RT3J|RQs{xOGcOf z_ysWTPDA?!jKo~dWFQ6wB`p7PX)q=s z%JxX7R}KlW-hLB*Y>JGo{y8fi8BRf_`A=-tUDA=HX2Ze2%uK|~WzwRYkcGy6beJ|7 zW*{cLm$SDx(~#_fx;s20BW78VOCFwNG}Zi5sYQT{WGnVrU2r8Mb-6vCURYAlDk{r= zu#|>`8B4U?lrm7m($wf7&2;4B{Mht_BN=V$?+au(OhVxW%1a$1sc7cwp31TB1k}^j z`sMHv0sXF?V!$q^A{FTmSpus>1hzBKQba-(QuaXUNkt>~x>!R~@o0+L_Vj*hGBO)| zgH=yTLXPj=wV$<4L~lbD`klLzP$+r-BuzR6&94Xmv&)sZiqmT&k&n{b~DAXkR-216i4AME--^SM&hgQNQ`lTJ> zQIxVm79}SUF(wa1@|wgWmldrP%jzg(|Kna+@OC6}B$<5=G>AmJ+v!Tj7a~#Jvhnl3 z-{@;COWCD|G00-+r|OqO@o1zd^t3lK7Ipkr8WLp}huXi{-Fws!jW~A&vU*fSquKP` z)+cX7A+KnOBqoC>)K_vu=j!l3Y&`&N7Weh&QEch$|b!Qup53nVopuRyK((QO8 zNfey_??@EV*=^gvJP?6|wKZ)=USSYJsrw2{W{<&Gba0yH$Y)o#?M-R#aYK(8*-V$ceNb|Ez0`K$^`rF_Tx`@HPBzs{*edXh-|KH>>f5c*P^0gk%rEoz3%DyY2=| zc7k8lLT`a)f)R{8u!DMTgXlI7f8gz$FZsL^2AMjCohX_SP-!?^MEph9MFR@2yKV$L zubpJ0ox^}f-;~0;?gt=tciGB~JhdncIM+nkJ)U5oTU7B6h8F{QSAJIJ@`u7x^WYfiz7QZ=JaaDE@dd);k+Pb$ z+wh-$r*NLsEpRD2=E;1<4_rJA!z`Z$!ye~H@9f_PgX;t#B;|WBv}PJ!WjhxLU(QeO zOuhAn*Z+Q<&@}acC2EX2%UNsi;uK{F7d!_|R?dd2ubjXvK0BsE$_KZT=cqwDE9=tvf>t z_R9zNZBN*!+;4s4o;S!4SPGs|{6VcPTK>~dABg%Xbp5S{7rZn!bA00L3ac-@WlxD& zfj+tvK&`$3j+R@-r5C+`T9lIi^T>UuVtCBl1sLGVIH~tyJ_07LRWVmaMS?tOP|&6^ z0;C!{d#*%dz?8u;fIlx3%Bp7>)?Ws|tYM+6=jmV|eyTvQ&vjp%NWgdC$ zngpu#cf+$BQ-D?T{I0U?6nHjp^kHmlGT?MGde)s1;d??8;@3%l?Dad*jv=w&+;#X| zUvCU_AC2#qvrhz_TIUp-U3l>N!r9@?Lx69gmCL6G2+;CdUgMQN0StRKB3AC=;n?H5 zUVJR{K8?BjWaMfRi0IW+!N+*$&t*?PXoiKcS(YI}NeXbfo9NdHrGS%fM2Mte3be>o zH(%SA2&=8Jskb8I!8lNVh>#Nv2~}cKqio^ex&Pw6`}_}J>909HH6|Q9q`dTF>3u)# zZ`$y`Rr>c?&t-|^j{><)sW(5~ML=s4vORMg15*sIpXyP9K}Oz#%0K1<+)-h;^vGMF zc1|&Yr0oTdZ~yaAo(YEh9nE*Z8wOeiHMjnFW8h8tK*jN33=AxMx{S$w2wz5;?>@K~ z27iqiECsuRfcQ|=LQ~xr)WfZGt%Ci)_>c02oFN7R@c*jjx1%5_LUGh6Jr>M*Iv$LM z#e>7e?xCmK@z5f9h226h9;C7S>eTM7@zkPNhU}<{z&M z%1nZpLCrbO4Lr~WudS>55uxwyu-Cs>5@;xg#x>56;N|`$hqe?FFcJ0)lt>fdSpV~$B4m@DOG`Kq`M9}8({+qc@1g(Pxo*w(jz{(~x zJiAQ<&06QbacQYg{3`6QsUiX9Esr^#dxZmrhP4mP^W-W77=q4@9t{)a+%SlG*%$k>kq#{R|{+{a`%a`C#;s#qe} zKIN@UWr+hZqRm8-Ni-0q^`Cl3#KFD{vPe5UZpI^t40GWm;9NfMa7Ho-rm}hc(n1sA z=aXWCvDSESq8+gGn3_SffSoZ0)HKIhuLJ#5fh^he*49 z6zIH=UAudt7Y}2S92^}uBDhW`b0s-Y;0BY+D_*ZO$d{Paek7R=y7^OL8q(=tRMK+i zcpC*6|8e#HzD5SlZ^XC|JQ3m(1KbUkh;SWCkY^mEK%`B|la#M%AkVe5Ilq+-;_eT% zB6rfkJ$TS~iIfID>hFFI29hBzq5V}rBfY*aQeO4i1mIRqVq##RS zn-K*>@*cb*o73~2=UEl7r@)Zur{}-^lE6}cw^e;66)>n!LPeGUao4k+oX4aZ)i2>}9@4LHIaQ=#jTeWUiBRM2rhe^B3n0JO(`4@DU8AglcP zjJzh@Kc)BJox@o8?_Lfiv?m@mr6cUKjgmli_pgaO{}hPJ-pj}>MCaG4Bmclr9JtTl z7noH^hSibVHfteRFnU$s!h0YNmgW!WPZmT0dBx?o99InFS5^j#UP=JByDvhU7_cD6 z=_WDSiiHQJ)yX{ESok2%>gvH14+e*>^4ICa0NBkmoWMrHYP#7-_8Sb?B!?3gDx$&X z1+!jXQUZ)y%$kN+CBeel`1|aq$>3qgTN>1z3=@ka41qHlsIMkcJulMrb4q`Aic~zv z3jHfDEQyBI2E5%LX)K(cU6UBFz=869cIzwm2;e`+Yo_=*6(p_FY{uyG*LU+NE2iF5 z;M1DBzev}Sb3~s(cLO}sU5?4s?@s}lrDGyez>)QzpN=XH?uomd%G^o;AIFP+%rPl&gkQv! zn}UVct_w$b%VR;@DBOIQBN8N5hH?z&LIK&gecHPC04Oucr=NX`0HzV2G`%}f(0sPf zr8yxAaP^h);^k2=o!TLC)-4h)cn7{q8o)rR=BR0hP7s(cUAN(^^9D=NKLMfR_7HS% zR;hHw2|nuMmsIn7;c?&_K?@0g@MxH1r|k)X9hD_JI2i=LFB$zBpZ0-@Gu=xM!3|vZ z)HMb-+XE(uZH}Ww5VTo-dl%kxMjIU*aVIWVAO+b@yWE?4z?#RiIXGwmOaB%XIVzk% zR_i6<`$uQcj2XVFvUn3Z*pE$quv7$Ni^j3sm>a13{2?!xzKt^e&7C%R?Tfm-X-_Z# zw~<09_t2QkP2_6a6?g501@c;DbIA16LldnQLM@G^$V=2-fqTLUN%Kdj_}F?Nrbw!F z9#;pA<|m}1fX_w+{U6eirq;`L z98V_dt8V9&TFgR2QfuP6!8yo7=%;BnEf-}y&pC6%I|sG*9Qv)7n~7vEPtUWIXP^&z zgc?j5($SGgN@x*RI*OB+R4u7WM=J`;GF_P&C@UyRF=ZqZiJ3@>i#*FhtV4<#?z?gj zm1+?6#6BAp^XV=2Yi6Lo%$tD&wrNP`kV}Bz02$pq9>RZmjD!@D{#$z=N=C$CmCq|8 z6jW#K&OPOjh8XT=DvuVVBijSHEN_Sz=zJ2{L$Q;BEL^ECzs?d-)h!EjRfmY;s#mM` zGNht0tFvEr<)@;Iglwye7l}yP`$EF>S0b8i__na`Jsk((%l#UB6r_y*?9>-VLTpN^ zzc&mBs4L9;sB{S)F}~NZ6@6=>&q%}j({r67b({tq$1%o z%ki{!B0AmB_;jn1gtmgHF$_miQN`P~UDgvgME1=L98JI>!U<`ae6bWnP}}pLrEm%g zNa)DNgyYZ&u5~hN4=;J)=-eqK53od^ma>++xS<7>>5$1daKXFo<@2JSnLp9A(I01g%3N5Zl)V zoAjy(v~HTMzj!GEsdnm|*(?b`ObMl}=LWnGj=x`ZG0BzA+sQZ$Cp*+MEP*>x<$xaJ zwp918IU&v~M_D*XF6g>$^vluk?}UVzT}-jQp6$?jc{>-sP9jW@;_ep;X@q#!PlZ^-Y zuF#d@R9D>U4P#iDw}iG(uv1x|?c|7ot+zwsjQ0{?qWU#1LNpOvnf~>J#3jP$#M7^? zW{EJE)xeQ>H~~CgC>+o&ii5@vy*{OHqTz_g+$I``h6uYm&pmk(L6zy+0fGb$j?_`x z;y&VFO^E|%qDz2*jT)lhRRa9Wbrd+8h6neve3-k5I4I?zc8M7#!`tRZg&|Q`_}TKk zg%E><1);#dKk+y?VeR%_f__eI%w|t`=}m-+pid`1{{R0cbC>;@5fWU`#^zw(lfZ?W zqYAe-$Gg-}r_HF+Nx8XtU>`=mHD_`Q5u9X z)@MDmNr&fr0#WbyGJtK9A-m2#9Te{GW|v?|2d=8R-KOglP&sZ!C`=$j*UZeNm!c#P z+4*mvYM2Cd5ue(gai&9MZp8hq&lzAaZ+#nQoCPuOGiKIrXT$!*0{?|O+3*(Rcihdg zKt@e(&NeR-id}z>6eeeYO3~BpfuregF?4y~wHImdchV(gYc&J@>=_T1#nAn(VhpP$ zvf;sXulrtqazOj2xRvux4q$YC=-L$L0K2{+ep5LcJgqNm4)$h3iJOo72dfNFJ9)E} z?MVjgJ*aV5T{j!P#=87zZqEU}dDrUBt{k{;ZDF;9$pwAZ-Cw>%b( z_95GB2+~#2T3F14(1+9F<>497y1v($TA2kC1(W#$q+Hmw=V|eW=sduXnkVeJA3@^% zQ+=0mA3^7uUSS`7Eq8Aq?&5SFsE&VR%Q&6~DS1uR)8}&G`-|aM@5FOJ%&}2&pG6+H zo^qYHqWfij2z;|`nGf>(0qiqP`4C@&R}9rDfRjSc0yPd5K*?*Xy>H|5;r{0(?8x6o zpz*+Ym&t`kzyMox7~4jsO}mQ0lmGX^NI?;JGu>qBnJI)!HQJ?xra}meSbz8EZvlLE zqE;Q8FN7-WPcBpSVwgT!`2O(AVn_?x-yy(I0)d3Q7H-B8kg|}^+v8UZ%gwpwihRYO z_D@2zYO@gB?r{qHYZO9F=$@&4FAL!b$;y}2uoznFjh-xVl)yfzS8Bm;OW@AhsV`NJ%#UG}W1&#gtQ7hTE>^QfmVy)-U7MLGg`%j%)13OH5K!K!Dk4w{1jAEH zZZ{soXj@QgFQEj4n}h71nm&f;IO^|Z<}x4?boIWzD1+anWilE|x4((0_<0Uj4w3!S z=Z^?fLi6%)Sa3xpT;GiS$MLxmQl3i+=ap50zRPnAO{Wt41!CB$3@d=EH1N21b2$t% z^N{8`$^gG!6u}x$0aqsqKjpos1lh!~pzg!faP`dxy-O@q(0|P*5@|q%PT7;LuQ#h9 zR96ce7ph?j+U)uSszH9xW@37@3MNMky4sYgKF_Q#v{m+3TU(xT+Fy`X{g{jMyj`?c`#mO$!R z$2t&`UC}t!TL*XFlU}%N)d7j^AG36K9k?ecC}EQ8p#JCOQtg{{5VvHt&Gn%c#+1`? z99nCEaoFxt3bqa$1*FJ(2=$<(FFhGJQ4bGmS$k_X>%qkH_r>Yo^+4(j3s&x^2NsQa z(Fyl@n7CMWZ}?C>BrE<}!Ew-^Z)$n+aHJk;^svnQ?hVkdlIc}KZGhxwvQ6714G>WF z&MwBI0m1|)L*MRhfYGLCZQlBN;Eui^@2^x37;L(V%y2y%FIm?T+i3v8ZR02oY$LpO zjIEMUX#}>bif-7(CYYnn`x+HDL6L`eOIJV>$ZKNDmjW7rrnX1a!>a+9wr_p2@@;^9 zimb;SgBsxb+YquuVLc?M@f@4wsfVX$tYw61>)^|{s2X?1>LRx(E_nE!TYlN?d}XT$?neVcxK5hOv0AuZ)CgX-wQx+t&{ib97DCusQvBWOq3<8L zn#fxVWo{Dk<-#;rSL`_-qR`SXPi9dDFzMh-KMd#n+$b8dzLX5A8ZZ1HWi5;fZ@RV6n8f+22Tmk*I+~L3T7~H`ZjTQKZ3E`RhT4xf&?c zo%z;uvIfjMES~JNy$161T7~Ui)c|9e%8THs8gRd&8PwTc1GZObpJXy?fI55jS(981 z+-D>GlG~(0ea4Q5cTNq+Y{~Zabkp~DwyaKQSPkq{SN!0j$JgHcucPH16=*NCV>G;| z@H+Nh+dvW(9)|er(XFIHy#20Rk}nlf2W2u`)Tr?7y2{#Eb2WHXT6mM|tH7sLb?kM2 z6)aXI?JRt*f*RC|$JtbY2up8C$G=Lj-Z(iT5>yErL)bXxKNn5Z}B~3A+c25;U?a;QB_(srIsRC_Te`T(hVGdJeXT$?#Nyaj>$( zdPN1Sh0W*QK2`x^?zETf>E$3eFSyPeRR;U2_Yy7dmjf~P^kzg}Ik<$FS9?D!2lKA8 z0-EQ_L3&-{Xb-gvlz1;F`~NP3I*Wh%C|MOS&mti7r>z3?I}`3`eW{@HXDTOatOA@d z?ZwrS74Sa*009603|DzL)ZZJmMkV>#qE%8^Dw47!hf=b&C?!R*WXoDqitPKo%ovPi z48sg#EN!SyS)#~SRF(=YDwMS(Nx%8)JomZpz4yJ(J@=YaO>mNRs&1GZBl4U{NVr)3)3@_c!jbmo0$mW-p!z5w#R7VRNy>b4nZBNJKwXt#TOWf1{Ij~{&yn{(xD#r)@$cIbi*w9T^PVdyKz`gL*&3E)G(0Rn-`|3Yz zjCvD}eZ6c9-J5%P>H&BEpWUqwZ?lnBdgZ{GpA|5UGya;pgM&|VYWj2)4w_gm7R|PD zP{u!H#8Rk$&-2>&t_vJ=sxGTtwW1P-R39lkH>t#MtMh%TeI+!$BzEjQSqbWLUz^uW z92{*fxZRS+!G=d^7KdI`!l&k#hG0e&+;sh)cz>eDm6D*R&aSFaVW#(X4SosMTUc)NeecC1Z-ZXhcn-!B24s-iX0 zjaf)m4?9a!D8xzr@IxcJ$hcZSc~ZO~9SrJRA+eB!t(#zVYEK^YUpsd#d@2A>J-Nx` zdI65^;JX<4EF0ui=MSi;q##G`e+_J*o4DtitZr>+2eBXEL1(XS;O}?ADVAY z)~d-AB7N-S4t`$>Ue%Ng>n@~Xh|W88^J@woO^H=?+>1r<$}g*W&&4Bi;6hN(*;EMU zzVh1ohYUL#p|t+(6zHFvN`64fK=Oe*NA5XfL4;M9pC?rSnU+mte~nB;mu;8iJkP{2 zuf07NyE2iiwYzU{B^meJdsdY8kf8SQ%f+%M8PJOG_ID~KAzA8jX8yfYM8~&}Vp9s{ zNH?ud_oU;Vf&b3mz9h)3ot#=HkO9@{k9~KhNtoJp=v((V1#UL%LUYqxgchG{%QT@u zAba=x<>N)DU1po!cCHv*`Q(6Nw_-d?QuCAO%fqzWU}uAL6soSQ`@SqKmN?=iEt&q5 zM9@{92u^GZB5dY&%4VKRhkd`HV$!xkSom+{GngrY%u%@j?dc-y(G%DhevyvJ-6^}I zPZXkjf=}~eY(7Gn&r=@9=L44i&g(tR!oieR#}s6;@!{D*d$m*=&drF-buW!Y?0?;) zSe+Dn=nZl-ZqC4bPr%FGWHOjCJ4dC&C`f%6wgxlV_ z>uwq}c8AUlM5Ms%vHHi@>~sXEjc#}QPDX3Gw=2g!8yYFszY3=0;@T~iT$NrfdY_%$ zwDDFJg5^GLJ$s0ZIcNUzLnCCgj}|HpL}sFQC+mpai%eXaIX?UCKo0E2JG)rERLCX# zT)vT)49N#a=!?QB=f50;f$Kc{Eh` zF*Ap+&~dDM`{-Q-I!5=c)$lz)$ITNVZ>X#S^i%n_sF9K&=Dm^~zRCr`?q0*bn_cmQ zT6cZ@zc46AUOX2Tl!i{rNy%G#a*-)_{#k=d0hY`Et=v_gkNt|OC#wANU{qY$|5iL3 z^>@GUO5UYlkukV&Pca2iRj0fP{!$RUwc_ObAO%JN8(wv|P~g*Y<)7Op3TAJ_&zf{l z5KeN@PT=xKoOa2wshWbLCaxcn&Sc|AvPc!li;68H%N(6jsJL>s(BRvxTm-*MCHXze z#qDi-0yo*@A#!7w`iw;`)cMwBN>=BiN&S6qMNI*g3=G)bsxCkTZv(r~y#N-Y7edp9 z@}VKi8#!K{2eGwlH99NBaO$Q(Uij zBgJ@fN|QIwjDduiVQUXJ2A;4Fb%(VxaFf2R`s{fIG#cOJu9+^zM9=mMB9;s^g~sH? z^ORt9S5toKzEZqQQm|_cV?yA6qfQ_1F%cb>%|A5D#LETwt4}MKFf_VxZHo^Rd(xEd zekm)3e^AfNc@ZY`NtfBZbxfQSKl!-bv<%iCmv+Q`DMwbb(85c3ZlBWi;JLnr+ixNx zUmUYzW0It${=k+Edi?)H_dYL2Y`zTDM7JEG-o%=Ub8I+nIo*9$hy%g0iival9LSju zUly3Ezz>O<%U1OjFgqH(cc*y;syK_qc{Am(ySR|-^t257IRQrX!DUD#*@jV9un}31 zblvD_1$aMMM?5>sL7JDgwa~#z9Q?I>F(*J2mg?ZAQE&*UfT8`u~SeZV3#Ss3^A z7m(0q!EVZSjJ~@Z74wGu?q-$fl3#r@-k00AzF7q~Dp%p)Cf?cio2ucVI&G0@#fUz{hr^iJVu7zT}>li#*jZa_SxM8LEP{ zSLN9Zw<^dsQjYwfRzmf|pwjAqN^BE6c@}=2jK> z;-a!#Or;9x4pqGVmDRA?eEH4N-8HCm6Ez7?twyZ%qD&&I5__r_;f!oa$kbYBTwuGxMMttMf9XI0OfJCyq;dc(M*Vf+Qv*2J}p!M%yCmYK7CDtj= z*{BV0?v57c>LL@NOaHwuL$G>g_IjVy|>P*Z!kxI>GHaMjnj@-n56Z%Ol(one4&?qIz(iTht=n0E{u zn7H|{t}N?j8HAboO2;>p;mDD8GUFQyz3cwYyB%jSg-)qsK&Ychh|Q zlTwI3%8oJhD#J^G>46=0*l7IcaCxZXd$Ng*D|vx*kv10SQMJY` z(o7s~47_nVvIJT)$+y4vl%hZCmDSpYG923xl|>IJ$GPgmy%M8r)PEIu8l+u;{-mX= zy@pu`qWR^@NU$I-J7Q;en+c|vO|QWr76eQjMPnW_;rRVgu-R`G{4-3RpZ!#hl4o^P z$welfYji5XO^bCi z3O@=FSvNitxsr)=z3e|yj5S#00TPG6(LQ-B@laXL^IsI1acW~ zZ{G|kL3`xf=3U%)9nX=MV#cMg5#KUBrCJJ#6>0LcPbr33l&_kLB{=K&{?CUL2Iz~Q z?2nEx@Y+Dn>5voyj&nBdo1KcWd((q*Uj+up$2oaE@+BCx&$KkPE5XLd59`8CGB6== zqvFSoVl;mZ-`=pA+dujz_`|3S{3`W1c=|>uq<8%nNARn|AD#GYPt^#xf9XZ-Ulj>eNbuR8nsG{J$R-rX;y`L zNxluGZIxKxq$qXgd@)46T2ETO&PTY{)dl~eOvF5)#V_@vL$ykj?or6XUH1;UOJ)Uf z*%G{C+&W$uLsPoa&&E3QgqokDMbOFTmrS@#M$?7x2Q=p>)UF;Bcp8#{rJA~}fr*8f zFqlvIXUu|Vjl0KrlWNrD+lULu)x)l*W3E=Y7JIsCU2ZMAja}zU>!i4OCUyqCzWbvT zR@>f3(i-yd!}ru~LDMu`lKdP0D~$xXl*-ss*9vg{^>2rUCB>-eo4x#*tG5i_`0GA? zPXp_}-3fFL8h#u6Hr}9JibvIr3wq8R2+ySnEaTRp#e26MFO6~_Uuvi)wugfcwl$~v zUUT3ivAM}-c{!3#6x)b9=Zij( zPnK0+{)g%^ql$9u4>Ay?Tqy(JX(!s%WlUu4h!WhY!@%OlEyZ8G8KB8urz-E}^3&k0 zyi8IF@Orh~doF(>>nPn}k4m7w*39vO3_Yc z>(EFk_8Vm8<=kQ-s!`K_PcRcpUhHm*A1lSpq=9FtY6-%$ZI)zZGho(8 zIYt&{U{m8oFGC9kK5VT^h-fT9az#MIVXIPz+O3b9;bOx~?_1WHQVgzGad~+-6Z1UG zu$=#x&@vM<*u*G>o^*g^jx__qUz2*b=@jEj;2WNw90txUPw8@{l%QhO#;vDpOVIGm zzyEG+3G8|~n*OB>ST}xH`zpH_Y3s68ZIg@eTUqT>P6Qp^$}9eo8VX^}d$iN;7adFJ zIW06w5!&kJL$^(F>%YK0lG5!We0KVnb@($KRz?;Xha(G-VLLJGGFSj(s(?q)sRAUX z`>B{d&xdEe2HM68ko9NfM@m5+-pNvwJ2iHTu7)MN%N} z-Fdd$kn13F2;FCq1G7T{8=Pyh@O|sOzOh0IGA~36h%U=S zuy}l_3D*yPAc~*l#`!&dca&>vly5Kp9G*S*OIG^8O|CvD`JQYse4uF(Tild*qss>x0`33IFNm^Xck zM~=cBuc4thgvs{swr3_IsP&m+;;vNOX?=WJe0M6`8ms9wds1<#*Lf#HD;3nUz1w(b z$w+YZT=iZg0ctM(2iZ&G(fLa&I$$yyqSKaN>ldPM^om~V3F~zf`$SM$B<3x|O+6on!mz7*N#4Uiv|eL;8-4BvlgwHE zs5Jp7Z9lM4R5t_%VqIijoD73(owaAQWf&$j2mOi>hOS%nFH(m>aatq5lQR$uwRc;x zy9I(V`uarLnbpA1-KxWz!J@p=qm@6~;iV?{uxC);4zmN1;$n^#8(xrOcB%_qbi!!V@8e9-C{i5m*R z#p}nTFtMF+#X&e4G-j}B^ubuzRoHvmnaAUj*y(B4>^R5<9XeZUABXjyQ)lZ$VsMrd zaETTZ4{hVjZ!r%OxaUU}iuT6i+?MvSzZ+AaG<7XkOD+jJ4WfANaN_XnBB7glCldVv zBl&KO2+X^`R9RjT596Bet~K;{C_n#sZFxrw=;AAcgI3Lj%FdK9xg2V3r0s`)k`BSFKVcZwFX0@O4+lNuDcNf(2u=TO@KZ9r z2FXh|og04zV)X5fH2J(xbouxQj8PLY-+k0(t5XtA9#{B#Y48TT`|s}V8axS?4Z}}F zOD+%#du4ar8Ve%C4(IHmn)(yR{&*yav0Mq4_AkCgP_f*^TLQqz9lv3}F7s;o_xkUMqE;O(nDgjTSm^|EOzqBGRE`dyR;!Lv-$U}mK{ zQS-P6t>UMVc=}PBcB2m-*+5Nq+dQxJ+l{$5qsff7dzpFc=RH*18;3 z4TYK*fA9L`p%~Ig7Ixep41Gm!^7h#4AQku?4zj$0ZH}y~OI@xYd*|$`rOYdsY!9NB z82iEV;jCw#+BFO$x{sBtxQr7|Qrr4pyMp%C?8Ic#B^)L_d$YmlJa{Jhb;RoT;##hP z?Ul{P2s!&n)sBt3h)28&aZ3*A62Uh;);}9oB=W@v1oHpr5YZOV15!_2iDNn!-Bz9B zN~(pIy+gJB#6tXepUyx(BImIvlV9J5kQ}JAn@#g39DDE8F>S69T0)Cwo;P17a%QwG z)-;9??PsRX8;eH}zT2?XkQPO(o!;IyN zeuY4xlN~WcL&y~;;n;XWPoHo5cEcn>=#26#+aZOx9k=brz=Kp`b0b!)v`8V$X?)!Z zCdowe3#HD(J;_8&G)z)jQ;6#J3%2{h(uksgqS&W>=|n-zv{3|^M6@_0livO$6PE3X z9)}-Lh+X#sPDm|Mh$8;{B_&g2;^_7>D-<{+V&8+)$L*cS#D=x$nt8Qk;+8&ZVB!|I-9Vx6Z|)zl|!`n_9z5r=MWw{ zyvF7ls01W!7dQ206R$!l9i{$|36+uOR(Tp^BIY?;&Cr8HG%D6mH*v?$PdjEEm?slP z#^xW}iA>_D_ZRJV;S|E?f6FEu%Cd;U+6zzDc4rfn`;~q)1ar?{xTtTeLMBEu1>+xN zWe|U?+eG&K%^*}ZO22LTlRe6I_u|ss${Vkbz)wkqW94(V*iMpm`&c#xx*P_SGNkrgK&E)o! zG~%er(NEJ{wAs*XDDo_oP;xIa4sA;%G&iWtkw|F-|JestUiRt4_GPyoFx%3JGzqbu zxaALEFQz=dhs`w7Gjz8KSnKM4daa#2-GB#GGJKk4FbkwlzZXX!oU9!&^*FnwB5 za*J4U{h(I4NHEb^8s5iVyiR<5W#l|+7C=~avq-lS1Be_AKM~cUTST-_XxaDp5W-4y z@>_y*IB{ojAzF=2 zai6|~x2r@o7ql$A;JU>eRvPQnSnv>>7EpSd} z3!IL-2>W7B%gtf|m~f3dym2-JYWjEmgyO;=8T9h7Sym|QZKs;vhlOH&i`D}UDFnW< zR40d@fza`hL+a$E#^+yS@z^xvL9S&qbjDxFu56Bg%Zs8Z>966C zOYnKiijT*_CSf__>J<39_KM{FO@+8(`#ujYM%{ksu9cLEN6OoKHgV?%md5`|@8Rkf zsS7#=>yn^%IO-vTyWYrr=M(9kSjhPv6gadd316MP6OOp2fze)(V0$|qec~4dH}H^9 z$mtRd_?rQVEmyxJt<8X9OWyZ&y6Lc>kwgBTO@m*=Dn+52sW6oY&KKN~f(twCHhTM| z;ta{=&TtC}?=mev*f>(~@4A`!uPzFvGgx;HaHas?UPyD(QH0>QF&VF&TS>BBU1-vmx0RP?WYj2X96ler?Ff zhOYgxfLLlacF_h8T9{{{asHLc>cmXEUi;zDPz4#%&(il4+LPcLCNfCl4h$`hE_R*dL zqQ=>9`sH7#@|yys%U4evW@aL@PG_lTI~l98mL?n+C*f*c_Nws?GGZbx*H#?QhKl}X zn?#KqsE6Kl7+OWeh|b`qW3p68tl4cV-I@(MXOqY8u4bV((VFK`CIyM!&M#NiW+H!F z@5+-mWKgdS9guoQhU4Y3@w}icFb*d9Nhwglqv#%Rltjg)1^RJ6G8NKHJ>JqxD$+fK zPkcF)gSyVunfEScV>D%&JR6yXiLd*fbgasP)Z5l!MhOLvqa_|ady@^BLv?{xKXT!G zqj1*@7q3Pu-*EiN^#Sr*dTCq~c)LJNE1;q)$^QPlDivQQTC@L{<$&~brTp>!Y$%VL z&K^>xLj1p%-viI&qklp3bU$AK6t=ab@6jnhfS|zrD6Im7MBX2H^*0}n*QD$}5Sxz@ zbCUb`QLeA}q}0uj%Ew}xp}^LId6>@jBp*{NKyX?2j<@DC#CtiIkbcu}Tt%_@mO9th zJke$A%+XMC?S$0!hurz>j$(uVaeZ*kq-}5ycU`jAhuta#IQhT+W2sa5n7(v2P`#dp zbP*Z*%2+x)1sqErHqjBZV~gH27v-$DCNGW-GH1}P^IakGh0mKM(+i<~*RFo@7Y(7* zfaZQv8g^~I;u~c~gV0FAkCkiapuf_skQ69FuylZv$@L=0muzXjELeoP76+BzZFHP! z{?VKKsSvlqAICh`EW{@X!evV{4f(6DW!?NogIvLr7nT`xOtA*icHb{T>~(?nV_c-! zN#7}~ejk1Xk?Lo3;pQ#e+LruojQVZA~yI}L63x6|O!80c@RUx@XV zc21RIMbPpX_(h#BLZ8m#U%FgB-SI~2M$exjD46Qy?r`giO+^x4#DHI5K{-)R3}V0d=Kqy+c=1dDB;FrYF1_@b!|1MLjchn&yF zC^%ao-oz}1Z>pmX|EFTOB{#nQeZK@s{%$fYMWvAYNQsPJ!$g(&8JmK_Qrs(XP5wYD zMdLpH2Oln$!uP@ffxpV7DC6NP_*`9r*3Z<7GrA>cii>blyIO*`k3)AV9cSWom+P7R zU_t$WPxO^(7Dj3{z4^E(wL~VZ^*ReXirW>w@v`7`aC*)%mI)u3Zv_+LOt9vgDTa2X z5bLZ{s556`T;TvpK()VY)64`540~P|ueIe^Ey2gLgo^>=EQ$ZtaL4O*)%p#V;qOJS z-Ez)l5HVTCw}l(;t8IGX##I(1TWmIc+sj?QZzs*lr3~_#uFfM}<*@qO<1w<5jr!1k z1J+_}>|eJ!r<05QQPkTNXUp+_00030{}h*bJXGHs$4gR4TE0l3(jJ8pCCjHmBukVf zT9IU{WJ^+HNtVhQ3bWZ~=8k1%Ds7TfLPCm^B_gDS67f5~zuvDickVs+ob!I3=RT*! z!>ZUz*|54SKDffY5WdFio#&|*Vg`SjhU!5!0t1ygt)Fr5duYg0a~cfQ@F^Nv`ZL!#DQtRJ*O2jIT%w&U*J~7MwpCoP}EcoE~b8^P5aD6jJwe8O)do` z#>_2?D=FLx$)>%jpx||CHvKn~!t&CRkyaxLo7Eg@)SI}-J}l&HPvOFR*)N0Lc3c$R z3_MulNMU<~M{uSc4;3#mQBZH;h%0s^0wab_9lXb>6m9`({;qJn2 ztGk~mTpTtXPa*rup4c{_r$XU7E8c6ggNte-L;CkT3PqIm35EfAKaZp+F=rmWo?m?V z9O0eW&z&a>dC;2i`K!oF3f-5iF6p15FxdKc*lQDoi647ptT|k)KJj8m&zp->n+ti7 zRurns74yHpqR_Qu{$ITT3VK(<1HaW!DDOP;k)kL#1~C7g(WLMt^5peUJ{P> zaxoDbJNlu5gKn0#Q~gs8G~NcxPXEotF3Er~X*&udR*xz#5I#DemDxdfE$7s#y1!gR zc+OmM_5l}m?+d3Mf62kr#cln=(i{wx%*b5$o{bP;rM0U#7X>m|Q7?5UYz=NKtZ|@l zZn5P>rGpf_*GMRQ)TJPG$Mwv&3NGdfTI6qC;o=)FVkD`agR4)={8uV)@Y;Pnb;+KC zs#xK^3suBJiL$FAN62{`n>jQ)n8GH*4L&Y}h9v`;ZaXNbMlb$6y_yTl*i7f5Yh2v6 zX)gXlQ_Q4QGV;6fo^WuMkR5>I6(O+Qb)#l_J{#f=QYOC_C;lZkJxW3HQu zr}8jZb3gVacnF+YlDlR*4^l2ndZh>tT~RTWl2?dFJ=D+t_E7ld@+s%QM=nm@sc>Ar zj*BGymXa5rxS-;h_Di}c=(n#(o~6&j`{kzAmX17J30u6doQySEhxD%XP*{Ur&Aey| zfi`;19CLC$o$I6Gy19tFP1|Lw#>JsH-*2%CD3}<0|L;yOi3^qISD3qaSZ^Nc+JBq} z!%E{Thm3fzyuYwr`74DF?h~~}*C>=Kk9#kYrto&^>ZYd@7ruw{bknww{Xf_E!g(JB zvEMN!>m_(t*{56``G2PUX=*3za82c(7^F~NR(1YIEd{NfOOmoa6#jmUx*H-(es386 zYAqo7Z9vK37a4zXO-hL{<>Afnf1O!ZdEl0-X?&^TVVMNGXLB?Upuw}dNL%_#hULXWOk&2!kC!B$$tXND zt>$57Rj*ktp^sv?y5wncyp zm@tb%eDTupH^g7RPGy6znG}{<^{kt;=R#dRCa}wai|#r7`o>`td^uhL)FcIiW+i#$ zDLiC6c|Z86oq|V#h{V3Z4a1r*L0vxMDWD5Pxrd8des zAGy|DN%o>(uk6$RkND|6v{X)}m#i-&<9anSUgeLA_`<5Dv6Xf+Q8+_0;SrzdJcKc) z{D~dsVSMf)H&eMHsCXU}vp!IS$@cZ#96(Zkf@Ia+-uRo^qaH*|*cSTSU_UT-D?sTgNO8afL z*AUh?*dA#(T!c?gmVND?S_G3#YzL4=>NPf+$GmNVxd34~fwNGs}2is;}SD53@!JICW0he?x;%EJSU>Z*1-|T|z z)F%|0n3)fniLdr|sJ)NLSZr>_fj7ig^RXjZ;mQmFEna^d*E==iPk z9E{tDr>Z?;oW4+x^?Gcnd6ClM;8?0!1YI39E(Co)IYzl+OiN0X`%6ttO~I= zWA?1qtpx~ZaR`?l%7^jvbCah<^U-yEV({6bJeZdqFnP$zg|x7?LPtCw*)DUSwb9vX5FYsFHz(9sMMAJfjo@;!Ive2vM0 z-h!5}#^PMe*_-ot0WA+N-I=|=_T?k7cw)UBBM&kMmE^LSdHA!UCA#fSE?%}Q&Qq+* z!3FNp^A0`P@U}13o#vAbXTfAMpPLQ+Xk!PZJ-HBBQrD?mo{QFeQMS*MT$t?G?LWgJ z7um*Msy2IbA^%HZ$@}lwa1dKErWc%z^_44B{gYYPU6?cPL@yH}b@BrT>sdH|{dak; zdkz%mHQk?|lLM>0_gD84^2aS#)aK@Zy4_c?@ozTF!k+Yu&(DVBo^1br%`6z7yLDUs z2NPRegQj*GGNBo3@-v3cf)CGHKRPBG8B&tV3S+aO>EqL07Dwjazotn|E*taP?Q8C; zv#@-XqF>1)CVT>@u(eW5>{y??bg3%?dFlrFW)@7;Ke`o^_?d;BgMoj}EXzjV#?*u* zirF}F(aFU!IUCYsCjaH+xz|@Ot=q;z(&;DVyk|@V%5?T9$T9IH^?i8*;e>0kSqYB? zk3pFSHyg8|sydKm*^~`hb-}BmTiGbA`IbDmHXF$;TiZ{UvLIm<=5)M$@OAB^x>>?N2OJ$@ALzs}Lk!$3GFO_NN{2~6WcS=%48(m(JwEKh#J$V2VjL{U zdj`x9_uR{ZmzUdH)I2&q-QA5PNY!d5E?jG$rN zSjzp3g$!gFbbdN9!9dD;uK1cs2FhQKJGK*sS+q{O5X->BZ&mj9_cI`NukOR~JUUpB z^?AH4bSR5EOlnlpATFa3t-OQ*i_J#GA$m+)?YGzM4PYYa{F9c9b4=L1I3`Zt&cwco z{lzJX3=Bs!{q$VUfVQmr{GI-EbbsD*HYI@uNri6#oB%o=&0N3Ua5fWt!8=}d6JJ7h zFS1Gh$%M@G^bdP~k$rw(p!vXvi4qx`DlJC_p897hhp%HmZ+ym!eZh3-_v!qizoB8C zNQ1U_1_RGM)aBQXGLf-DxJ*bqnli1!&to$SKX%?yT&Y3447L5}a)r#}rIKDL%|y<^ zRMsUm1`wci%_f|VGuvv5%^uQ`pdMamWyQqxG_ii0DJ-OmhMoOIJbIO8+sxBufpdwm zY&4Es*Lminm&d?D)5_vg6?DkmT-;h_MTb3YVWB}g4VqSsrCl`Vxvu>H9p61d z{9}vAxn47RZaIgApy^6qBqdq+Fs$m-MEEkVDv}~TDVptHUrcv_=)asI)lT64;Z1C`QBkQtHE)IOa zfau1g|CIcoNH^b8F8JOsiSZVc!fdL&U zhtNSfGS70_{*}_@d&1ImvDYf_WIPt1S zO+r1I?C*`(XB9a#IE&`od#p)=-R+}4iYBt~;qbbPvT<}MeKV`=Im^J3>BBMwJ`CtS z-4Yn!%Ya;l%(}v94AiUT?Oqj6M_iZon{~Q0c(A4}YD>sM*~6dLqgG@gF`{>*iL?s{Lk;}JA*f<&emX5K4GHsbmIz+>(R%dLW z<5xrI?W1L6J>p#Dqy;p5klikAdNPaD7tz+4A(?Ow8W^x+WFh(AIpx8Pbf|iNP!egQ z<8*xPOabASg?rf^AL-cGK2yA6GoAEHnPp*5Xz0jY6en0jL*0kJ8)oHYAulare&W_F z4Es1(9VYqg@*B=dodPA$hH;kkXc2%D@lHc@+u7x93tZ?q5adNQ?Tus^|p` zlQd=3zGXDTHO=6#{IlTl?{|b#Ko*Q&dEZMHqeI6tecCnR+rZ*diA(*&gJ2`&g(bw# zecg`iopk&+_mTUfBQ!|tYQ800LxZpTyWvhlvaWec&e#-WVyk5JRcoUxY)H_Zzr2y; z$#~_WS|d8j#rY%ryTtd$78;)SNPWouVm~yG4yH~(PEj)rua?_=?o=T@S@uy$;lz6z zzbb)Q7G|2Qv;0YXi@DlkD=SThZvQF&Kac3Jood-GwV46=fJ--H#^|W|Z~lJiCv;fF zcx$G~(&5(>op|^Y4fzejR`J9$Q`>J7yJE8-_8>xiYzqzNexC?lW=%(#S#sslsSNBe zl(Qe&#z2R{6DL1y27byhUsECstlnkrAhacUY--c(nM>*TAf9TK>_bE6wqnQNZW;!) zTjMlIzSHT@zSh5-iNlG`2`0%*2o%!Bvj{6WUCwOnFbi}6zxfs ze?{`N=jql(4s@J~OWf`&M(US|Q(5_ICZsLT?578_@P6#0<{tqITGj97ClsJ|TQ<#+mJb)6u?TH-J`~&hd{->bM^&|P_sft1tevXN zQn<;+EI~(1PaPXP1)JU0mpSMXdAzYZgo7u`gzjwy9K5zKzdGwW8>wa|k4@XphURy< zJ+@he5ML_jHyS8FYgt0*m~$b1MsoXa8FC=pwKaX44;S^WceAtp&q2AIO40{p3sP_M ze7T_9yHxH!;=rTpgi($$2gwmP|GpvfkGILZ#Q`?@{~L?@L^!a(Cid$S4q6*~yH?0j z2)?~%r$6DH`@+RFgmsVVm^DH!4vlWo`4Gf~?wJ*L)1x^ky;^X5!h(Z|&HH6_n@PWN zP9f0Cl0!U=-z0yZi$2K{`U|&FNaH=dc9w7f`Q~<#C;d*wl}i&3xtOMS_;G*{7t72T zp0)8DWX`m4ywk=;!`8iqrVKXzWWP|bd(DAXaeIoHE(MMEuzhy5`!RA~>`($zDw>P1 z6)cSoGHx6Wn%X!*;a8Ak_sAI@REBC)%)LpU_QOufU8 zw)=AM=k}8;aT9F(JtuH%KFLL^VRMy%83p?-Z1Z=7$5NM!Tr{U3%kBQ$MEcm&)e+$~ zY%T)k?y77XC4MUT?L0?3=YRe!zm4>vROY4q8Q09tabE*sAI>&Q{ zp-lni#6?C8m63i{?2FQMHXAOz+h0WWvEi)LU$vi0`d`aF3(c);$n@y7T0Aamg@}Jo*Rt0ygj~*A zpD1|}-?}`z(2HEe_)nL!D&b;|S%BY+UM?cUc9|P*pujarQrvZm3vZ7vcdjRJk(8zH z!;a!&QT@G9vnmeq!V5MuZsMX%B;3E|GKJRDLv<<(c$l(tV{64R9vmZ6JiZYR|E&Er zVL-;$Rf76VVt6pvBlcg777ty;bJlKK!Gny2Fj{Ii55uFPNi}^uh;sanH?oVcGV#F1 zX6a%S8Zrej$BL0_RpoAdrWlU@bP~@v7b9Q8ZH=gXF+$8ccC~IShKuR5HCMkD;b@lz z?ZC=ncu3DEeA`+K?Z2AaW~G$i*CIdqs`?U$oOd~cS0!i-IR8thssu{j4)dx)OE7$K z{i@cW5-d^DyR5HSf?ENL8oInnaC+j){=6Bbm}UYDMhV)lsE=A5ol3~`3GMn>=< zzNol3X`KMO9y(Oixd~8l_r;u3gd!(I>Wp^_@Mb`SX1rE_dG6o5lDhd2iKxwY4CCXk zR7_5V6CcwDTNyjZ|E!gz@45^M@XqAdx(+oVCM>F=I>|WG#=KDdn*e)z-T(O32q4eY zxl`jVz{W>419nORm>ttUVo=40)s2tJj=g+bdg>ppRwuyqt9QiP)rFWnl+o*MEkvv2 z*l;CbTj|r1@0*42|0e7lel5Ug(fTZ_Qvz(d7L#6XF2L&{k%Ni-d`ReuW!zK|V1M6Z zgC}nU0NbG;*G`B?i|D7@1BD23bWU}UjaTm53!CB3NUFhAaocL;HhiP%zyp@988P# zF1HncZmXsFX_(yC$;&fL6*Lfglie5|1H-Rz-8}*r}R5M_C@_kIYiERcc?5~&X$h=g?Bm)!=)I>;?V_- zrI-^ft5zGp$I_3jd&S22aFkYQnyDv%A69PObwq$6+MJ~i$@s?6`z&@VnLn(kAw8Xs zGjrdEQ1*N@+j~l$94*D_e!ayf9msp?Dv6$N<6|O3`-#C00rHchWNCz&;iXak2&2;K zHWW<}Kx=Nkb4vyvzal4R*AgEWuKFRHH(rVdqHU+A|0^XP2Fu-R=fmiLLra)}05Zlc zf+xqxxs+`W)-@Es>WzH!_h|xLyii!Mn9j%grE*79kMYr;wIiu#vJ|h@{X6wDqZC&k zM#{Ypip0hYF<#M%*GZAYTl zTM}QNZ7m+96JI4X}jhK zv2f$;SNi0-p%$mqmCUD-9Vo$e6`+x!9-Z`=54yO2e*@tUpFFmCwE!3NrfYd72qDuf zJa(W-h)UlpD@zGAt&SyJNEG7uw(b7w<_U3#?t0@SiHAH5<1-?A$T>N7aRsvk7`C`) zUPi`GOA-VB&KF|7i|es!Um@J{_wbxjgm4t!{xi%^h-dQmC%7aYLad|j6#o#Qh9eOr zT2K5h{b`><;y}0i=Fc5-NL&t#KAV0+fOP@;qnZPRxICK1|Jf?UThR`V;Rhk2e{}4* zP53>z;lMf)7yV(mALcF;!o|ZmAGc?w*X#Nf+Q_ z`-7SC=LHbmK6>H1tN@lf!(aL&ll`yo`)*6(CaI|H_xX<`@Az~Te4Zl2{%;w(bw3Fp zwYfJllQ8QKw|{A{05dHZi6e3Xn6A66w)`$1ilPffww&YRi}k;dM8f|8009606jygV zmH!`=B41QOQc(ycL`G%QDI`f!_ROk~h|J22jLOcc>~Sa8z1%CRD-9zuA|=Ua5J_oB z>-YTrI`^*qn#d9QQcXWsI!|Mw^k)+&o%-o2zAz0p@*=-%!}`LVJ&{46x>s~+&wCCi4ex6Y#&eK*FF99wBM09u2~mviu@NpjXRHf0 z_DDJ0IlY(zo^_Mw`AHn4U2qz;`@q2t{j1x#LiLzuz6lFoVdC8ZR@G#lg6FSKE?I4iwT0;$Eq9aH&ft zNveyDP4i}jZYgZ^vMQI(9%AE&^sTq^9d%G2;jvosqz(_9t5ZjqY@D*%?w2FM!Elc3 zgB=5GNOhlTippgpEcga@Mu&|P(y@9E8|%RP^`ygv-E~-gGUNcySS>Of`}HQuYayN~ zwIEycQ2C ziiWG(SrAuyTw!&Xg?BmOpArICpcb)K+I(Tbz0*1S;MrPu_&CZH1=V8yY+A^$buB&` z_-^w2!9uLdpF^wjSdh5EBXik-1@@okfnY#|e60s@7C7g+ez znkpXrk_E;a?>o;3+-XJ6>A%53;?Qe_>m^DrmY-t6`_?=6?u;57J?Z&LC%6Xe15$58w=p3mdp?hm#>7xdTH8W86WIzr zci)_4qM&2LMbp(xFtxHsZyRb*^ocFXim1WEIMV4t-WqhRebJNlkbwhAHCNs(t^w(6 zM3;ME4J7YH{N&}xA!y{_-p%7uTqnNXUhTeCk(`tdk4-6*Pu06bz7@S4L;AkoRjEbAWi3s zQ&biMC-MgWt+ZocZ5OXw>pBJ;ry{3U?yCm>V6=~RXBG6WH=HuMUk&4rdOX_B3^;5# z<(vlw#s&XmR5O;tf{G(>pGOcj!g%JchJRd}PT&(Pwtz%I+`gXGFeaPI5zY1 z!|5(M{Clc68N)Orzws39-9p2t+0L@!P~yF=8pnG)R5%+>Wnlu=zEV}1rM8(Wpg~9O*3Rt22 z{oYa()aCvve6B`D&Z6K~R2aqP zlpbD5MR(hceP3NDFs?5&UnfsNf!i&fbAe=h6LC;Kd5;9G-06iw)nu%Fsl5LD5h||n z=?99ZQ1Pm%C8(L72E5{1ele8_hrJX9J1Z)dM7ykPDW;%=@x|tVG6fBL$9`0XlOdV2 zYUwhNaf9m<%kNErU}A^_&5nw55?5SIu2FH&BQbMPHWh)Jhu#i2P%)Nkd%}c7L1Zia zP{%e3LaNWJszj5qwYy1sZ5Ii$mleQ!hm8H5`FCA5QsF+xOP)GLg-c{ue1$6&y2f8- zJlv?D@r&+zSw+EAvZ%cGP6|W=F1YqxB14HW(b~~ZLb4L6#``)6ycKnM=O2(Eli8^- zw1tXX{T-Kcm8qD&zv{4+3KjPy_LY1Kr@-m+$}ELeGPcwzS#CN?21D?Ntk)0;{JdsK zA7?A^b+whkz$+3aey&4P#LtQEu0g0|P2^5SbWxUNWqhNQng4KLK83HuB7cs}kp!}3!Ivk>)Eum0n zQ5Y3$o#7lsFB-JYMClck(TI6D5-w3r^y|iC9zRtYyuQ~KYn-Fvr{<~}eo*20RBXrmKVwowaFy9&DlG%=?2k7qe(^ODU6x)1yJ6=0u|> z(cjJk9yG=P$9+GT9b~Q(z{BuV`x}Y8+7=; zZYq4A>h7N!r$Dnh#I)I;0vC?#HqI|Hrh9CZ*LhO$z@4+*f0&B69hrN+jZm@u!&Z@m zN-BzGnCdsbQ;?E!d4CB}*Mi*9L9-q*zL@WRZXip>GN(u4i8K=K{ynWaHbL~;GrL1G z&&YVbJks$%G6iLPM}DHg0&>rh%G!D zUrfTZy??WbRV8dMCv4rmhlF!#DY37I$w-d;F*le_!AuFGLg)zvM{+NpmCU5zt9r0? z3&9h#`af?PD#*wRGco_HPR6Xz&0k)PBz*rjE+cD9f~VODbpcH>TJ_d^7|$W%c*_u1 z>m%Zl=Eq>MXPh=b!=AFsk zO~#zgs#|N@Nbr#Q`R}EvX;Xg3L?%skEWLS$HF*9I)3 zQsBUMaq4wH6*rRJ%9uYRc+Tf)=@5Yyw1X-d-s5X*~YJ{Kedq|aYWRydkqq9Xe+ZmC}IDuiFVi81)8 zFm8WtHqcJNdjA#I&q)&b8tRUHb%KnlyxpY#RLBTRk=}6ZGYRGan*HNzh`9bdeEc7w zYpRWJ;y2wUc$;IBLZ7Fi;E-`&`W-6XuPj~CXH13IXmrCddkXZIQO~-Klkt;n=Mcr~8xwi#-QIikqp3Bw6LE6S}8jC2lMAfT*kPfP(iSDmoM$19)AD z{_WXhv+@HOsm$%YJ9G$MKNOxm`j>>&&gIrMx?~jWaILK!B>MKRg<{!JLO;*YS2$Zz zVRFmoPM{>ASBE<+a$iv(e)jI%cS7%c^n1QJekS8V^sZB3dkEfrXP7OUMnb}VgEu|= zWOz-OM9uh6pq%sPL$^Jlm+fWDzdclph)(wHaU^u~(hdt787kKLkDb2cN5oN*=z4XY zj0;6-V(k57FuVEvf^tac3Ne2h5l2S$z;JkKAO)O*$%^40D4468d>lPRf!`&;o{C@! zo}XH=b1e@Amt=nL>qsWU+d{&NGVpBgK z1-f=NGw=2idNQ2STWmlMPfgh)-CoUur@*IJV%&< z`it-O$z+o;qt%dceFGV3)JL~v3H_@J=*tgSPexP5lTmqsS9yLE%I|zfMOge28kyM7 z^sCmmH4?af?sTYz9I+?ySPTaGQ}NlabIZs)1s&mr&$WsBuUvT_y@B|CU*Ox9d~p

$GBC(jdNk%{wDc8jd|*w)@aWDjIVxwR|V^HOs!~__ibp zM()t)`eGCqW-CM_q?s2`gE^OsC8X71I_7D5%7%($*m^QD%@x7&6lMYv5=ZHw(GqEZxsVx%IeNKmF z_$^&)Lbvs2;y!QCreW%zS!h};6%Ch8TZ;=*v6Q(#a@$!N9JcbsW)9IIlNw)Lyrv3| zLylf`SX+f_6q=D3q0?t1Px=2jK}VUW)6eN| z9yJ`;6;A9M71JiY>#Oi9?HqZ`p$d7lMJLps#)T&wODfnq#lJ-wI`-bg<>_=0{A#9~^(||D1^i_h&i>s+hR$Z#&*n z&P0c2fUKq~6QjZDs!tr4aMW8++SA9xOk<`WL$l>!8nfYy9)wI*7EM6`JU&gK&NYd8D)s3zl1d-?Xm7>4g^s ziks`O)x=YJ=t3RRdUlmP)?&l;M~Ug>Pi*7~hW*%P%0b%JwDIwH4wx3z_gBYoP`P+t ze5f7=IqjYm)8E0{&9vn9IB8a4z@8Lqp=U_)qELF9K12emV)$)nEoxE+}D zMIovl)Sdd5|9{^5{y@8eOFdrIRPv=RaPa5U{TLg6p8M2kj@CgimFc_Li;aD`i?WMEIIukOL2!`x{`MH_@EvP7xO~jW ztoSz@*Tagm_Z6_=9$DM0wt)@L?uU!go9du@@>xW)OdX#6!FSu@T5LDbvpZK(3j>Lv z8>#Vikd^zQXCc4_*Zr4Rj1n7#rHh1CY+)m}*Lme=YaIlP+~cDY>#$B>cf}!-I=tU- zW9C*%EmjsP|NWUz3&G-c6VuJLkaBSC{9{s!`9DoVve!han3D zg(n`KWZ^E4)eFmQwa7S=nldrS!bHm|?b(Mckn~yd)Ib&lwENzej54u&cSYb(DigiT z1LtSgGvN_=hefB?;1=(wF27?9HeVCy*-Oj^=|AmcmJ$=Zzt`{9&}8D&d6jb^uWNAP z<=~!R zzam~XmC$uY&*nAD2p{#VuJxveAsKhuydJciCBe78LS$g55?&bexLQQQl1a%Ft_QKN zJ`}dRA4-On+-$-e;Rijwq;y;}Aoej8tqYS{mALk9Tf<(r3N&b12=QB$W4eDd{_(Oh zDCXJKH3gJIk=E#R(W3%KCme%C{3{?@bZFIA{t5`$9-*iVltb{Kcm1b@GJN?Y9>cf3 z48P`A1)1$Bg~p0V@m={P$njpj-m0+}ixPw9o_{UI{Vs@KjV{Hi-na^7&obEGUB>r? zzU0V{f+4#r{YQxC;W4P_Ob+xE0;#qo+?46NOooG{bKOk&5dx7 zDu$kwV&>%O68wERG&Pi1iXj@^O1rrf(m&35&k;B=HF0arW>zyl%R7tFu+9C4?nDXx3-%-xIFzF1=bXqir`{9Z)g`#1oPVK!Abl@xFNaCs?ELt`R;=* z)2nVm$@zA7g~xR`ZSc{!Uy}#RpK_aPP4bW*biA=K;5v*vj!VUCy@^TZ5?<-Z0;F6U z8i_Bvi9lES#w6XF`0bu1KKJ!HIwOS)gADVr+@trjy?-9u+SQFO-phe+yx1>^*la9( zwk=7P$_Beax>{i%2MgBMpRCBt!;kDWdb{)T@Ln)s`R)g~D0%)O%>GjjgdgAebCI46 zan*BAf1kRB`52AC*t?mKSN^~#oy<_#g?i?T4+nbJrcbD`f zHm9Mx=ikV=r&n=fc3DBW>J>C;zBjwXO2X#E1mEaoSJBaV;`_s*G^qAFl(e5qhhBqv zM`vU@cCNbpU6-B)^)Gu`_B5tq&|EAjvppFe@1&Y^Toch8V4&2m5Dy7fX;k#57`Vx5 zuwWUFrLFqctQ!(h?Duw91`%$ZL<7^d>lq5I!!bm#K1`P zhsi$q2soH>a`>7u5Jh>?eo8b8NrX7Rx9sFFE1=)gcC2hLe3JaZxBZ zD*j#eTLg;qOj9P$g~C|3NO-n15c)FmMJf(n2)e~z$DDS9K(E9k?>`%4Mg4u^ZE&3M zdj?%rErBp@zG8l>CKTtK+>^}h!*OX-*-ufIaO4h*g^D$W!Ykrqv5Z^@G2hOA1;zu> zethUn{=NY0+*DSZVBrrVb<@uuo_S&TUaZkcjS#fq zagTD7`vESG+6eXQs4mwcEIDas%Tex`B)LAb|BiD>D^|U&%k$+9b#0%Dvku|PJl@}v z`ZR(o8ud_1zCW5P99MYt>#{hmr()ZUqU$kSl9%Hy`{4+#ctm`Cc>M(~kLJM6<9d-? z@vH;=?mJ?*E+t)pIUg@_gZd`eX;&_BEt=wG1u7G`GD}>^x<`_^Lw{zr&xUse)j>-#HxTed0@jCYrQb8G)o(fLm zPS$MIRW?lLdYlz2J@7VztHvX8DZf91>z&o&@2Z%=oxJH?uV$3NRTUKSQwhr8KHRYxy)l{)lQe_hb6B=W@Lqu3pT|e+x4?+*KZCD>VM(a$A%w-3mYE zaD}ow_c`}m<61wGHS%iAw$4jua`Q$~O>MSiaNq6~>Rm68!Tl%Du=v!KbZ*l2 z=D&Np(z!40)Ve&bPv_RXiBygFlg>SKFhxdfG@ZL}ZbOpOw<}zUFMAiF&nIvLA3M(S zJ&ohKAAI)X#(_AlP3L&H`RO>WXpnFA62o||!0qWDvdIbD<|(^xrM8LOOGcS`??#fi zip+0%UmqrLeG8-7Y8>JoO1|)@U#{nie47=oG>w>DdmxIv>o{@^EVL z+#AAW4Bw8h(+TAc6?>Oj_=a(p1Um%>nfY>gE-hTrgt!$n3J+lb3vtJ$CI~NVd$LDFMlVh=e(uYeejfL9r>jR{-(HJu^n#k&n z0-t1g_w3GS+*wz=|6)!w1Uupcm$b)2H;n7VFL@caqkoAA9k>d;#(8p4YAOWgi(dB+ zUqx1HSk5)0V^l-PaQL=P&!q7bDfq0u7v?DDB1^D{?i2TiRDuh_qRbY-Qgk0Wcs?by1RFnh-D!#`!Cp~AS}3tMEFFB3 zpygHq`PQ1i`-e(U<~zXVBlZ-U&V@Xs#xlIVb9bq0Tsex&QT6U{1>Om*;*Hr=fgWks zh{angplh?V;=F7Hj zK41$}a9U1oP4l1R$lA+N= zc_Z?GjQgg+y+=&RXjO^KjoeK}#MPyz#Z}1|8B2>(NFd{V=*hgDgJhTm2G=f&ro!yp z4e6(PGz?W&2aYw+aC@0q>dglWljaOqUiD3*A7{Y*+JUuNuEak6 zw>WOhk%0i6NZD*%297Phx7lRA8Ul*l6S8yFP!W{q^zvgs_LFv`xJ(U7)}{8)9BS}C z00030{}h;aJk{?Pz$KNeB9)AiBBYJVw;VFENn~#s8D*2~E1PR?F7CbVHSa(fd59Dt zq)1j25@l2<^t->m-mh~$=Nacb=Q+>we5x9AT6@x|U>1>m^#Fqv<|9Rv%6m@o|b^Zvk@ex?CNsGn>SLxUN%FM8EyX+U~; z%In@B6+!}kIy7ccp`bf9aPu7%v}RQ&uj|pE#{Wc$Ya$JDSO-S#-KN3GPG-mBmuWEM zkd~7(P6cVYzz1_DDn#pwt7flIAd@q2N;ZfBH?FJgoEv7y-hE#>^{Jra?VUmOq(Zj@ zw_K1n72=LlZ=7Sq=d`$)$>=`{__DPpB)p)&*|S1Zx^5I`yxZPU|GgT5t{mvHm#>C6 z=?0DaP!0T1!Pv0w+W)Tn1Svuszq*0u_Gt z)f$&L&>)j(*8vMrI?&B$%spJ`P!%Xw759)1dTqrXA-Z%xy))%MH0ZFSIj)kdMF+l= zXS&t~ba0aXaI;5|4!k>3sCQ)OVB}YwXTnnhy&ZJX)5A5u{XX)T{fSzjn|SRwBwY)t z$JL<61G&j3PL55} z;lYn4vLVBtzE7*Yw|~;$`wUBSTo4^T`8`tC-(3TeoX=cxIch+BghMflG4C6zY&Q#s z=&+%(cAxTy4%lqN)5?r|ydy95{7WQUs3eS&i zEgE#K$;Uj&W)O|ei#yX`ce?@o?SG6s?sDdm9-snow`)z63nQN`vJV+AmLmd$02dFLWr-Q~+8)rN5prc0iZ{ zsd%gNh9!)Ai|{*vkFA1`iYJDeirY_;!%nQzRPumsr?{BZ={YpmZc2n#uhnEj%3g;&C9Jw zCcz4ms-<~zDb$bUlIv(ha0(NnN!%yE=QX>-mBn}%5$?KnUzz|@9Qz)u|3`$3WC?*p zQz8s_(U^L=2r!v$-;QA>z=Mo&zeOKBg#AnL&i5^W1MmH#mHdmL>d5grb9xatxCZ~Z z$X*PGUPsk(4HkoQKmd#Uk779dUe>uQy%=~5zs;SID~7R?eH-HIILH}uvg;Pb!Sjbz zes)C#pua6vaC{{XUWF|lk@=Sg{MV@=lX8U+B|Y=`uR0F2Ox^IuwQw-^d^`WtK^(k4 zcJzaza{(0RO^lhv=EI-oRw91odEl^B^=ZRA7plc_>s|Kcz?sRlpA%NOQ1#%F@_2GS zm{xN|t$!|nV;TAL=Zy-X(D%G4(YO#o<#{9<{0rc=uDQuRiF}y9PFgA$$pstnF`koK zIiP5C;xIum8%&v`TTD;nK&?uTGx19<9IYlKGRx(IagA{Rp*Iht;tG~+e&#}%uG(vh zxLmj}EzwOH%!V9`biAr?7Mvb>hZPY9X>T1p% zZO8(NE|-9W_AGerZT0)3RTd}~bXsIpX8`M9oAL@%I<%f|e9YXM3J!ywCe{a1pw{A` z54S=xWX$BJ2-1_G&eUMW^J6NE2AcDTHl~54&>L63<}~;nTh4R4H4S)L9_}yVNQFUd zXHl!Fk)Ct8x_sy(evEKbc0rHt#EM%E3^m+7xWfU-yH@zc_9vA#eDc zkRj9R;0ofaRfXv@cVS##L0ssIH(2YuH1kRdgr&Q;gHs_0RCku)lU0I1a7913uqY6! zCP}+?8u|ls{u=YzULTOuNKo@T@&FVZ+4uc1b^zm>$ud4i?4Zp3_eOHR2Si(rTBmge z!WF4E+DraHK$Mocks2HXA|5Sj8W@KBjk#$!fze;!yHm{He1YYF>igRp9*}oKy?ET# z4IX{xI1BF`V1M_`-K!=(aPdvjwL?1}!JIpWaqI`dz0{YPk@Z2q>)L(KzTF>8_w%?x zpbx}ig?=7RcmNz-ACR1iBg8*-Nx#=(4U?_mHy=JSfORr&`y_`u2z%BFGMD?ne)E^} z%w~Qd+-mCmuE7UR{t{am=zaj}e~gbVo4YgWxbsM7j6EW8v?G-+ADuS0dQA! ztIbcSqL${?{N#H&(4uzDS*gn&gxMmJchtMX+{(a6LAyJ&WJ?FD_PK+Cirntmb$ig; z(Y}k=U;}+P!$*G3ccA4$f6cL1H-O15Ut+hqGHPjjbbluwgUFKA=Jg$LvXgVx(YXsP zQ>&YzW_N+~abni^s4XanB;TY;8-YUm(fx;=lp*wAqL|+qF%-IbXZIOTT{M}0K6NY2 z28Ak$7-($jpvm8DyDgGbK!N>|{nRT4rDrdBGONPm!Xx~~f2zQw->rYBM*%TeHPTnc z%n&Q<242G69-ZGjDd%(09SN_;knOtep(UrJbyVoGT7j4b zQdn}=PUbX43MTU@(qVQe)T^a`e%%@2JQq}O9(IUHVX{QJbyZ$3=YTWHFa=6UXDema z4unrvvc7CJg{8B%l%5Zpg0P@lnjBse6h=>P9-5Fv3T6wlg_lgwQg2eg%|a{mRMCV-B4eeH$S(a56WsYM*rvmXqezlx}Xw_o^Bue;Vu)7Fgu}RohKY! zS?0KYbAJfJUsDc>ln6quo6RkS?;jxpuH^oy>Ja3Voy+ga9*)EmB@?V!A`wY^Ai?8w z6dKWgQ%aqVMH)(X3ANn`NJC;^gY9b)8mZ*%aMeseGf}i&_UrLT(*6r)$4VT^nEifk z%Q+rRiG*xja85*-ahB_Eld)b znnh?d8)a0DK82`n#5FO?uHa-IA6mBFzGPxBS=sQ8y6Ei@aC_-Ar1 zb?OjM=z=wC={o}IR@@iaZ%#z_YLxjN@RTBD{STT8*Go}a&-}{42qMZ_zQeltl7LKC ztT`Pz2+q%S9%7I2A9U3Z&>1yu;nk!-7*aS zPM!(uxr#?3r`ME9&L}LHLD`TtH&NR;8=wIcpEpIeN%*HV&7;V z9WFxB(|&31!i$jX*WZPlZ*XYy5|1qXX#uL2u|I6fU4WdqJO2zz6`=eHv7KdF1!%Qr zLLiNnk4{MnzipY!N7G92?_=xpQAu?gzd>O>icm25lx)*7c|BvE6$eZmima)SIX=65C`u@M_#I666ZQ|lKaU$HwdVmm?bRK9@9F`4Z2kP{ zW1f(6CwC}!;Q{b69bsob=Lo~1GRLB-9N^XHR>+))1N1c}D!+VoA9mk6c(Du<2&PfH zsQh2UK)G49+us@k+IN0ux`{=Ce&cM$d{q=Ybs|4AnU4hCBUL$H_e6s1;;*Nc;uzo& zJ6=yq4ugB=KN+ahhJt|0f7i4b{99)#B*_v9Lu-|Bsm3uNK{k|KJs1Zm<|_VKzvAG# z0O#%ZzvCG9{wu*Z*5hDxE`MCdG6s4=vX`-8(GX(ayHNQx64a?ZX+s>5FzWQf{eE~f z%wYDcOJpU2uI7-(N#7)3KdQd6TM`RaImH;Ey^MRW%KL=XJ;^W;eMH4r3=8up?_q*d z5_H3+&c*OV7+(8p9_*J0?2)%(&pIYThj7J{m_1mK#`{Z4v84jX?N&1b^)#3={3^b| zn+|f}6VKYl)1gk9eMG-K9rWVNq=d=o;G`FPRry~!*w;8NAOD;Vv;*cle|DzBHGI+; z0yQ1}Xb|do)w1BCQ0vz*rX0u-ciY9*k_+qfg=d9Na$!m7$!l@3JeUY+*JM4J2fahl z-)>NHVXlWV;MbJ{;(S`+?#4MF?3-c#Y$h8xsJ7e9J&gB;+w}dl+&p-ENM6hvlMf0u z87OumA1p51Qv3KPAL>42Uowx*hbarAMuXx!FfWgfd37!ixW8z+ylKjXB4S0J6oWe@ zw#}a7^59Ru#f`|@g&^+du0rF-L9S}Q9Jw6_{QY0<^gY7?ceG*J!x|jS7ubppmg2x& z8r$e-j)QX+_3S%CaZqyE{7Zl>4sLUQQr)wNgACidGqmHy@V&`3h5L312v?WT={NDP zHZ(KSs*Q(h8smD8yYb+_@Z{Gxi*^pza0^& zfC|akgfL<`U@JxSq)(T_$7k_DXDDUh{`sn}i%c0P9g$T2-av*x9m%#j1u_&*My2u5 z%iz0d<~E_c9L&VE|3z1n!#kIwYK4{MAn80laqL$aXi2FGU8pZ()Ct$#1m-fhWAVse zK${GgRa6a2%t%lbQ8C$RMS}VJ!Q^BUGSH|SS)CuqP@3W~UOPbs;c^E%eHSw93ag`) zt&zYDcQ5My|0`U5T@G5CmV#<{QbMO25oEL*So59{fEdx6;Ms{Q0(|%;r?`N_gRQ2r zH)RYDSC72!&c+ZSb?bOpZcQodeOa6M^ehP|bmB}sgPikelQ9hazTTDQG2c?CYd9p2 z`AY<+gzieVMk2T*>*})l5h3Yd_P zKfDYg@v+lcwhW3z?J+u2WH|h*F60qI|LvC{(U7YQ@@950 zea$Kdu?b-&-l|GylWEZZ$5RC}_)NX^-BnN`Mo_e7uL3rL-LAs?O1LBc&+GWLN-z#J zu2`9_fE=M(?c=npD$b1Q&U(v^AjRXOnWjo~L(DuDN>V|3r0N-#m>*hZg9 zc;Yj9xkaxM5xTT zGT;RR?-RzzAWO?N?UpKo{6BJUw;1v6RpS5lSBDIz+`qCI2{ZP&+xEPi3<;D;M$K5w zQYfj)&A4Vq1j8==H%5;L5XYK!k~fI}kJrp%@Hwe=U0os)+dymUAYL@GzP|2 zpcqQtt-P6r5)iwf-1A_l7{0v<{LtoA3)+F?kRxlX5U_cL6+e>KXMa&4)e0^%Z;T^Wn0D zT9K_|9yt1ncb+TAf#F-z;r36nLDT0zB7Q3a;0=p{p-4Ie`}9tTQBvWag{RXQ#<_;) zJkVL=mjUNZ(gWXCXModw?*x&*>7dUYO!qQNgZG$3kJMACpc`Lmr@5F6_YWnKnJcmI z#`oxY==TKBO84=<9TW>vIa*);ol1bSSP<`)7tVFX0yAFnk=EZNcqFb=dG&fCT$=LsX$Xx6$xEsikIcltJDFeC zMRlU!XysJOrOZg^1PwKlf=GDF%Dr(!BnJ5PXN@Pn#=@txUC(Z=#sb%(O(FZySP-x_ z?5>K70*j$a&ZLn@Xx~4`6|EHk^V5K+i*#K5PL+05^>a9}Mh4-ttD24~{soV~(<5O(TgZsQX_kldr0{yfVQ zHs@L9FdO&4afZsd)#V3|v-I!my&MV;@=~<;4u`>i$=~<=JrV})`ae$6AQZZJ&lJ@e z2ZELWGkug00RP-deRMG1;I)fMi74m+JTLh>+(kU#=%mS+*DU^U!RBY`#$qrW^$vD= zw;Bx3K8UIGZ3M%Pf!~#n5(0sL_F>)i6aJvEMh@=K_5k<2Z@(75bpgtuER`MHcOfLR z`aztN2Sm}>ZkONkhlRP^ZdU$>@MZAvLG^PFA>&YPyW0sLkp8Sv!9VN@lV*czgFCFC zWw~Sdk(UT^O5pJiUNuCaKEK4+751Y!O$RRV4r|bguT~x4v;j(i@O)^$8IbT5<)wj! z5c(GhQ7!lYcPxoi;H{6aL7l~r<$&~9oS2pWb3=S5Vwgkny%32~T$R@1jOIccoc8({ zqv-3#`0Tt}NFm?>lj!O>w5}#zf7|^Qnp@r8tITJNlxO0wSA`tVS89NK$cCh|U~}q}l?G9UTurqvs-xH#q{3lZg9szbP-I zJhlDGnAZ>G&1f}wWoO>K68ZcR2dF z(deO?ABGb5iSz{IgrSS`{NM93!;nU}gWUQw1`VWKmv^j*M1q_SA2cPSk@(bf@sEvY z#9yo>Ut1oDocu#XS9V|!i=}q&)^-HqNI_Xln-M77dE)KbdIX~7v{=^VMIzgA39e6{ zqmjY=FsCENaVYj7G4eHgG?Ge?{VUgmL72nJx3Nz#=*rdjKZF_#>OCNJvNs|US-MAr zE3HQ%Y5NlK`D=0Ly*?-3{mKNS%9@^Es+oj%`uL3cnd1@vjia}Co(;9u_!doCDa`@5`|Qww%1H`Vv*|?k+FZ@fehT`D10Tdy(V|JdsKbg0Yr`@#9L-}BJf8n67;v1gF_%Dy&2A_#Cg+gG#E zTYGN({Ykk_uh){7MGppXlU+2nv^%DVOKuIa2c3+gzv7C0JiswNJmMljkema+ogZy*X`G=Fx!A#A1IF^8e$CH^p zZ6ct@*Du1(+63g`VG91KpM-W9LN5Di3CR7jOv^5SfTHt#))&3v@$9t!8n7K_2D6Jf^BtYT2`R@^|VM=V+{w!N*@kH#S< z_LT#bVYnlqUa%Mfapm<)=UX0s6wEgb;Ntf~y+ot8P9=Vr`&xwggp@z_KTr>U>g|tH znMErPhW#=9XHIO;9e*@E^iXI!=L0MgRu_Jy=ZF(!3%+f;Z(--zaMQABW1Nr*$a*%T zjtnpAj}M$Zj%CxUN2dG?(6K`9$M(P4=pXle;}xd?a!6?k;g}&B=v~3^0WEm4yA37U_X%Jee?IMR{&@+?$p&d8U*iW{&7sxnXBO_LR1Wbm&R}A zKj!#@x6Qmki{L|u4hxeUxaAFxB23>{RChbubHrY5a^;L|PsOESwF#*&U2CO>e4Nz>=ipZT0& zOwspL!%t68S2{Rg)=iJQIKJ(}>0r=VwBR2W34zxFeDaGUp}=Oz+;c=Q1hU_K*gVV| z0>AdOmVBef(df9)AuSmU;>(r~l-NY#HE17V%9GPkreRX8e|ttr^*>I?ULeT=sUR6 zzOge20<~32{u(7gn~MV1fM^Psh3#f__DBVB#fv2$P19gt`1nhAIt?uoRYR)Np+b#?NH}9%RgXH;@HeefQLa(`lO)(Vs!5L*)y(b@xoD_^_|+ zfk!5Egbj&vd1gWem67sXD;t!T7{fxJW<&idM{O;4F2p-I=Q8%eHQCT$b|t|7L^fcK>W1#49H`55OCF%+LdHAk!Gke*K<)U^IlY<(+c)3q zi?_;$XSaM+QVqntQ z#s9vV1~XPf*?AQj{4)DxP6?#K*SVA=)@}-1W+@6 zTK7!@4TLU+e5-1tft~zEVyPbuP9HaPtyiakVmNQFP$w09S-kBk&(rfe{l!2$nF1}3 zJ${INpr3nXROM+t8Cp)OUoUt~fx3c&p_V;V7~DrpFXEG6a#Cghrm(aVxY-d^mVnRQTsi(7$Q@f zU8}lj;1FE@>Vp9dqS_apm8DW4Sef`!c#;BNN=eeSmuPVKW9GWIUNMv;Cw_}QUkvF= z)=YK!#lSo`=<;`v26f4+Wx2*QX!BgMn9HMrjaExW>nsJ@7OJf-J5eCYVb{q;x}MtF z{c{g4QlK@v?~=|JD)f#j@2j?;LANaRM}Z{`p3Wt%x>BidQ{Y)ip92+elXkpS4ZTk7 zqML&LkzwD%V10SIKFMMt)6Cptu78r^%N+$cKw#F3l-v{Ic-zRsc?r& ziFCPw3MPuGR*%-{`q=-&_xn={j6W+Z-(aJ_fQh9#%=vMYdb$)eE}ad8 zrBa}N7Jl8KTLup|h4sdamw~E4L2k2CIm}FLn$8I>2c>hn$`992N4(|baD8uY zJ1L?ZGM!>g(u&H#@Pu!ek7zk8S>DO2+9-q9uh(mun#-Z0_i%k_cm)vLKBdI-R)P*& z;!YpGO7Ju5Rgs9U1PyJ0`SVSc;FkOP0~(_I>oCV#n~QAjMs;70Xfy`|B+%M`kKueuonmOK}C5O`i$W zmZ^ZjBiTLIAD2Up;Q@lMd^w!*JD?{tTn5!2K5rQ@E`zQ5*(&mRW$=Lfi{*rFIeZm% zbn-SV2c9TJ)vYS!a8;Vd;LcPIR^0}N>Uzqc$@&m8r$8B$HCGNwYCi@yb<^&-N!iBu@&r!v?@QsD6eLigs|t)HpjAG!J5fjkAI0;< zJPAc0O1i*e-$cJ3g?6NGo-2Uj1dr629R*;&Z)}y-p#WB_xJJd?3c;vqWieqmDU?=wCXfCqJDUw zcQFP2=H4BzNKXc@OYi%u&nAI>YxK_npG3%)_mfo9O#)%`{7-0C3dsAjA7rNQ?|C`6 z7 znPY|O$)IL`Jio3s8PuQ1g1%-l#BN{C-DH^rW8FMCCRERX$L_hZqZ;!CxSsfp4;!LoCX&&wzfW{ylKsCW3l6=knu z`}PJy>4-~#hkXRh>=}@}U>FHn_6FfCMv>6@fn8SEI|4+uP!e+Ahr;+-gRDOmLGZ4D zLBOWV9}+$=l1lgaLg&-}I)xa$An(ND=z*L-NLDz23AckmgpbttFE$9gO9b|BPYHs= zdwZ|tF$BPeS6$Cd5`BSo+x@Uui3fPn*qI)LID_-Yvz7|YwjlE3V362(SMZoUBvP&R z0LldScC4T;NZz5@wsiQy$x|=eBn=-xsPeaI_DnC}Q2FuTdcGH!Se)3pwBP}ps-A3t z&zxas=iaejubjbpr~lu~j!dyDdBWLWseTK)TtH!I;?{cxdzcx? zBHXSwh2}{SHI3`~pvF?>rZ}m9YTRGS=dTKZwT*Es|*a?trI(}88AF8<5v5`WsH`tkYkp&KsnD?HHS-f*lZuyr_yl( z{q1)|>qTFNn-gc^q%NKWhT{*N#yS~6i>uGjNY?}}5Ac7D^tMGdnZn4iaTgTa&&FqU z;2{b&4s`f#eu%4_*ItN6xM27VPioyWd+g_8>+&Gl-)6kU`9VYnoWU~0|A)&Wyh-`sQ`@Z*nZte(G&aYgc95OU9o>Qd$hI76<4!l z?)J62Vway5kF_v;y|?lAE!PM5P~FbK?u0+~d;t8^ou_~J8f zC!Lmc59Da69Lq^|#kf1~^qAvaks;i<$|lMcbvlf2A;AmhkDj4+C;Osvh}w5iQGdLb zQEXnE9f-VZa;JtLdZFb)>K)g5XN-*d9>i7cjP<|POgwM6Vrk@OQDzfYyg7K*fw|HH z2}K+4%s3yQV`<8fNH%{Qud&`4VB(7dZ+3ptRdvNJn<^JwMjUa%?s56sNn6z0)9_)o z#}PmJR_-_VaK@pP%!*1s547yMwEw`cH~#Z%S7vVYN5Ks)vlEQmsL3bqT zM=)~rx+B?HinhMj8y(v`4=+pkVYbfX`76AEI1=2DQ(6~z>TZPK(9ulSQdU1a z+1t7SS6%YPyq2ijs%%r-}$ zvzgtxba^ByJiDj(DIf|heby$Im?N;in|i|MaR{pKHP1AZ2|^aelNyc(gRn}o#3N>3 z5Qh3S&28!n#)(ndrGq+Qc<<`SCR?F!+(ChQc0wd}&W19gQZ)K5yuYt76^fkJdHxF(iHQoqeA|PS-ABSut9JL?0cLt$2biC)K8Qq-Fuom0dQoUNee(f# zTMWAPZye~-jKa)gpIC`2VYs;M?jC#LFpL`$x~=LIg8lpgZU^p#pq%i<0H>KS+*Ul* zICwJ>J;N8n*5#s5zwHt~A1MZpna9a1Yd^xBw-qz5jK?9-XohX$cNA)rt7#Pw!*PD# zy?%2+I9@}gC#^kUc=E%g^MA7F=W_G7SF0Y0TUJ^cukl4;*kPhDE6Bfo|LDC zAHlcE{7_OOmzW z=U9B$c(>b4E(U`i|CcZJJqEXx9_Wi2k3mkB$^E}Y>G3aWx&5h)$Eb6UC~Uq7IHnY& z%dwq+jdt7rUeHLw1Z~#~%0)?N(;>9kpr3$u+)h8;LP*4}A1mFIxI|2(Wb(d>NkqHt zxN01gh$O8=QI!?~?lG&Vc@vw2)$D#8XHAnajP&P}`+*b`;#WE3Y?g{Y<-hckQI}n=X0<9A zJA52uZyBWGWFuyLt4>A6TK4w9^QpMA;k|wHxnz9)rdT$PL_nE8j06!P0pk}=w~z}7 z*f!Jj^A~3l-q;%0sjQZal)^6u_j9M<7@zV?q*^L=dknF^aZW=nA?1=2j%jEyy6oWP z5G)VLz{j%ZQtL}Hk?+Z@WOZ&fDooFLe%z6Zs&NL%31hja93R3r0eN`C`o-og^*LxG zXjT7GJR83ePdk0C%fhE7$(DKI_WNyjrO4-^Sd7BpgiZb@spc!QGC3^%GMzl zX9bKrcye;lPR8WsO~pLClk&+*JS`8IKClhfY~-PudtPH?Z!T6Bt$F-n&c#9>tB~y{ zb5KIy;E8ON92^MgILv!I2eq&2Sifh;#eW|5nQyFf@e@IqbGJ+$&U>Uu$i?NMRK8=A zP((hCHr{`FXD%O8aNCBQLsXeXNlaG9z&L%Nk`B*|ZOT8vtfC~rrN?=R@2Id%ly(U(O9kcTymKO@K znrkvIgSQCdwX1pMUKimv_BYDhibRxcH*I)nMMU#z$jGuQLS~8eqGPWM(N%lseaS!} zT8M-jkM$KIolCn7#gk zgpJqXI%hB$pBfH7ap0$*oL!*Lzz_vHHP0p=a-pDT<{_0)KQelW+r3uTCnH%d?fI8E z5*{ws7HXO$;e_nLM$-pmeE#7|cqo;O7NLC!!QB)bId}E*Y$O%$_GJXV_)5h|KF*<^ zzbR<5t~JVYn}UNgJaGdG6pTJ-d^Vezf>C06spVD_oVU;%o%lgPbwLS3i#=3y_uri< zQb|Sqtun9k)M>bK>`bXKoukP&47zSoFz)St9y&Q>9Dng}Qusa@i@f<>-KCRf;w@M9 z7zwkF*}eF`y^$j8Q%d(+8$oj(3ktI8SjH>LQSg+=(OWgm6#O_Q`BPYyf|8OR-qcYN z&SYGXi}oa;6Kna7aSsw!49W5zq|^PM@b9@dBuv>n(s7hdMhT+ULMj=Xe}CG3c#Vv6 z_a=!N#uQB1gzp=FlX1s4k!PucBupGV$JDl!glkI<%j|UezLKe)yH7$DV$4itKM6bR zBEJe9A>&5}TTh30GX7U}cz5bD8J)wt*EA|9=-=Ym`HzQ+(X8JHdkiROlxwqDwwr{! z7jxgbb&+uY_t2@v7bFZ!+``X7=a!Y5l(Yk6+|S2x($koXZ0-h4XJ_ekz?_PWtC%c!z&_k>MU2e<`HpN z{==_Tx}Gi#m3f-b^~L){OQw^~6{}#`3!Nks5pXZ+pfmfMu8h)kdOcD^BRuYs@aC$4 z8}$qkb&nSXa(pbpD>|>qJ^Dp>XzG<1LAVHIzq~k8NVmu2-y3@Q6`_Q?VxKMDU-(@p zWk8*X;moyx{I7{Pwp)A6yMW#Y+Skm-b{1ho-}~D_A%(bcd+EZ8VIgWvycVJb6=LdY z{iE-Jh4^iZbc6R@5wDU(~lg@Q34Il4nJDkaof$Yz} zwPy5Y;Gr2F%d5vSaV;(PQL0TA{to~E|Nj)0cRUsD7sn-3L?tpRWkdsMX*(iHUl9q3 zvP&U*k857nxbC&Ld$~qj>uQM{X`z8oLiVZGgYmYT&J0#)F6FJpU8ogd5}r!+@k{jsABA6+BSqd3gCKqnkU zgRidMryGRBf6`08dJwSo?tF`g8vzw(S7%mh2BAdXee6~bLgQZtcWTy!ps`0!b&72m z8pj39NUkTM$(tnCTcIR;(dV=?E{KGF-A^w*I2eST!R{~3DtvKV-bV9Yu`kLDo`3l* z&le5))vvzNBcSMKOSF;+Lar|E@OQKj+*`9WC3!9k!+|`OCK`@~* z8-dD&VOc^#K{%`EU~#6w8x8WE2RXNRp|O~Yqy0uN+^CsRUGm5qX{~&D!4CuQAW6nM zYIP9y^J?mJ2Zo?fv)4I|KVcZx5~TCaB?1d4)JLr7!6*}|_VP0&0FUj;v=|`;;4Js5 ztyRGR*g5l7)pj!hz33fXsv`t6sOOhC%^QZ7{1b+a%fhiv=iGivITC6{^-eWpMxmc(LdgjQ86nK3dHN;^V@XZ!)I>vGCoug>Q`nbU9)3#NIg=+k5}&P^M)ye+6EKC`AwMk_f*+E&H=FDV!8t9W#eP~C)+YI^igFIe znweUSD#vit%ncy?Oe5fUbewigkPn{nGP9cW^+8oW`+v3X{PFOo7?U>VKs4C=+DrIw zFbeppK3>HP#S01+!~*SbA)(l(-!+IT~#OxC!eE%!bo9|u}cF|AyZWASA*5$YzVh>}nb^DPm z?nM+-G`BZb5-)JCF@y-v4@FbOAYLiD`_N%(}gqEh}K5_$dqt$r95g%`Y7 zImbhy(AYDoSY#mvB{(Hr&o_{9?^==sBPAA@!mLB(zhdyc?jBS5{SoM9zd7jG|8-S< zUOiG4hUH-?&kvV`;m-~4`xf+wcsLzTq)A2K`LbNv+Fucv#+l4bj6^!J^k{&#(nRcSRH5QdB9^yIFX?%N z;ou#vXTh#){X_^iK7A)56Ms@1EhCZDecR6MU=%8EkTA06jK;ym^^cMmF{nvwDfjCm zVkb|aW*IpYW$O-CovsSO`-jXtLLP^p@-QRq1e?+NjLpr_p{Ti`=tpl%D9(MkuwKeK z3>Q>uS6|vdL@80q?Bo~`hgDn54zc$i7U_JLs2_-@aj;V-OUMN2*n6lltKQ27B8{ZMmw05Y|GOMt}Lf%J)HQcr+ zT>vvD$ze!Ca_bhf+_ZJ?o zGy=sB&-d!>cY^R(hvAlQ&OoqV^G9pi8Q!PMukr&YurF9MzRa?N7q9$$t-o0UMc7PR z_kuB$Gk-@MjM0EPhlec;)-I%#C66wNS^=+{ljVh5P9Ws=de5@u z;CS-a_{7PLNU%MyN&U)3O!=j#U?*+@@6*=W+{%W|hCN>D>M<1&0@OD}0pkV1(5Th3F=`zF`1|tIe_dwpZ%Qek-G~Gq zZi)8;N>Pv_b1b*9J_hWY+S53b$guwJsWqdKWMDjTlle%G0fj61Y4qx75DlgYFV9B; zr`=?Y%25(zJo`)!PL6@j@~h?-S13?v=GSaBNQLPGt=k%hsBolzRQ$vU6@2xB%Nw|; zz@u*6(k4TJ^gqfiGDR^kW0m>y)A}g*n3hcu(IY|Vz~$HHgreXw^L9sE76mvC6ifV} zQGl<^J0VGk3LoOXXdWz}fPUzV+D{f4YBYvYT>eBu^H&!iVXH`3{Hy##cq$xnhBoE9 zUJZo}Mm)=h*}8FE5HoaR>-Af2+u=VqqTrF3Bb`qs1~y%h9epVm1KihlvX0-00{I;Y z2Ykv%a71{1W27(y60>&!pkNN_%wH=aq7Ys>9 z0@uj$M8MMAe8lR4NRS&2UMeI-fkfHaV^PsjaG`pSp-2k}j<$}B%!3;EwV--?AJ6PMe&vR<90)cHyx{m5xE+a#um^sY@Un2>7HQpzRxK+}3`)ll<;q2v!b`n7>@T=>;m zYC|CKbhFfr3Vp!nxoe?ThbuJ1ZL3f7bpS4h&ka3KY+<1?cy;yf8$gq<&D<7y2;6?I znXTGl4$M_ML=Ad+QPJR5> zO*s7GoYOsR3%K<~YOVM6E5Mri^4$zWg7orjqHr*# zeEQPyM!^Tq{+0@s^>f8bZ97|5-ZI2)wqq>xx2CGBKtOUf7>>-mFTH z?eF~~>aB%88n50Pvr|3@BkmYD#{6Ud$9FT;YyWytJaOo45QaAp z8rNxr;#>cTr=8RQ95%>Y9WdyL+K;uZu6%aEh93dde`TF<+H~Ezp?5B*l=)_r{!R~+ z5x!$bboNFk7h~P6^?rCE$=g%7mw?lMz8M@L2ICXgJolji0-j=Z8cH?0;3W+?`d-~z zcxs=%{!*z0DqVTR^5Qkbo!Q4$YIhi7bX9&Xwb=qq9|&r`+rxebZS$830&n5$o-FQq zb!T*R_^au!?tz6}1l6;nE|{@@Nmnt;0;d(+Dj1y?v7CG4w99T)th;KUA3qDIS{NP8 zym%2ipE?&Wi4!xvqmNjaJ=(k^90v@!08;YOu*3-=^LyCU0`XrKd)_fa1%J^HBP&3<4_i zr)__=HVnHs7aFSgqwv@y&!h35%(2@R3Yl!{-9iNT=n)5ph zJ@yzMz1m4cp<+q?NkSwh<@x1yPsX6+tJ7gy3Mp97exRK&Ma7G&PN&M*Cg8>C;ucZ< zB;55f&XhQofOu3#GxkRu>e?@T-7p!4*AmkQt`^4Q@!kMI>u>S+eN!>fh?$7VGfRPO zKay}p%BG-pI0fUyFAht}rQ@a+%`aV7GBH-BeONXk6T6iurl0<$Vb#9f?S8*gQ8@Ff zHSKO1o{N~4XAPvG^S=|i`!;8wn6Mh>Y+fer@0`MYkd4Yp92Fs!bQBVMmAS5uj_1px zgBQK&7`{zf>~$Os(+r%d95rbe_u}Cbz2`K1(c{_HEk?(~UrnEHR?b0oS#3FxnS&{B zCf9J>&c(VXyk~EnW?*5@I?k4}d06-0TI0P^23`dKm-eG< z|Ea#gh|LUC)(>v)e#=06vf1V}d-8Dh=5c~ZSRUrj9=*&nkcS33+iCw!<)gXn{bE76 zJXC$|s$0B~fmxnoxqQR9=(o0B@Wi!ToYPSGvd=shYgTtPme}T^)V0r@hHrDRX=2Sq z-jBK1v!+*M-#{)#tm~=%#rA8MYBccrO-Bid0n>+P+4p)Bb?5Oj8vbmUIyaO~L-XOZ zh0a_W{wa2hgCZJg4{fk&>ZPISkBHl61nFpAw9zRG(2aW& zv2S?1PU?ITj+rFdw=N{2)w&{WmRAy*4bSCIswCmxs`D-j!3n69{jm3J78QRzN=d$z zPr=}in!bHcW01#KB|xn&5=-A~h=0V+17%aQ19Ov6DDhv2%&J8`wSg-vg_8V*s`uPPkiyF zUSO%k54VlJ+H14jA0rN3F(^h~JlrTEB~A6mlzpEYpQAt4kVNfV(p_-(e{+_bG;B~w z^nQL*h!JueyioU_j~+THiqOV?>mi})ah>3*t5{y4=zcwoO%~U#SEeRN>l=wC9wv!CbVD7T1o;%^x&rad0P;zsN_4OXb*l@sXBuyE^xj~C2`NP3)s3$N8HeJ z2g~YvEq}lbx{BKhE;YG9c(sjQMvg1^kql4Dvit4YQ%CLm`Mkh;!$SXDT_}txyfCfl z4u{@@bq*3oBH&wWg^6_@2_ENsQcd(A0o1MY+GRw7Jn?fCS13fF^t&(~gb?BB{Kxl@ z8xAEy3WjI6B7sY9dY-C5hQ2#l<)(jQ;on}TR@0?em@4wpUcVd*BqO!EY8S{5(Z{iM z#yJLFcDMhSPK^e!dk4pF3q*n{VNBK_28vfr4ZZJ5V-T|P&S-3T~TwX%z`KSS2}nLvfv2g7mSF| zAynnU!zYV$a1=PF80<$JtSVFm=|2f9)S!WKcQ;j{YotXnE&;8>s@6G|Cvey3C zN;**Q+vZ;7ro*1}^I4Xw=@34jd(y!#7n)jr*~eQl!1+3-)}3|+Jp7qm37UCuB4@{3 zp;{hLetYatZ)8CKn%p_l=M2d32xQ$RFkstISKxog8Q_mIS*EfKaC&vZVKFHe)V)#` z#@O=>&IuMs*%d&~hxt{%%nLze_h8XnUm>Kw$v7l2UI;9*xdY#?LXZrx6c>M02&x*v ztIIMAA?|Vf(NTqa@bwUHTHhi!i6ti4$b{H~*l4!TSj zth4E-gfZc9_L~=1mzWR|RdB_Xz=RQ-LkHHWGr?N06XqY|G?JR=&^p6QwLzs~K?jh&XlO-_lLHEZy?-H1dC@l8)T>@sGw{AG? zTLMp4IPK1@Dgl*guKGkG6Ra*>-nUzT3HJ3RHUAQdL1Mz)!K|+cF57)L=#*3p)oJwj zZ0-^;zq91d6I24t-4qUFv-;-zv`26WWC+ZE_Fr29Dg5NKwPYr&d9CHPU!Q%SptL?a zVI~NeUf67Ry%|F-zb zS+)+f3P1N%{V4&3(c2~cv!!4~NGLhCSPFW%Wa-A`Qn(x~`sBPe`@BkR_f^tMKqCFq zx8)Khl%}s-tO+fKNXGQ;=#C;t=DL#4`g#vimiWPyQ3R`GoWq;hdYH)egoY(BA<)B3 zPWK}dru5$GkD4>VqE}k=ZD}#6cK9nDsVjo#Pdc@Q1&Uy^(BUTMYxiJa3|zzP3*mhj zr&-4D0{F;b_m^|D5RP_e3W!`{$35#0t%ti9mTv{^OgK{v?S!)v@{fyQP>lS&=~yvL zG=!Q<7ZyXRGb3{$xft@budWj3DF&5|;$q%zoW?xAD|J8pJ~2drY& zmBC8Utv3vXGEndO^W?N>8C(#RPhJTs2Of(&y*m;WF!$h`{9<4Q!h;AYvuE7kEVhzN^6vYtJj_qdMxMNcJIZa2E&ta=}G!pR!%*nCU0DA;r6K722z zK6#+G5*m#L$&{y+z&xuLB+Xv`DDTNRy-pSgC7&YHdaxj}nMTetWWm=A-bI5`m7qS8 z&+)LX63mK;x^B-ZAvwAJkaK+{@Kbk$cL!AhW&YOIpJyt;Zcx#5d4L6E>G7WPmMpmB z5+@ilQ~_2C*FH_NbxQqR{X~P01vAH*7^zMyIKSr7VO=*C+~<0b{#}^`-&vM*^5QJG zZnf%0Mok5b6{rctvvuCmaO{v2CtG*rT+bbO)$^vxM_a{ z91e2Q4m?-^YgAA1=qOjf%cIW*CA-Q&u>G$2)9dAMk63@BU%DJF)r_@I#+AVxd%Erx z^HS)QCiHtTOJL%U!=x&!6#C+mUlw_nLEz$1i-GzwIBudkz`LOg{OuXKcf`v;;q^i8 zReRa_R48Gx^tc4B3Cv1ntSf<3yN%PKUy8xxeaZXFip8++_4;C#J06l z8j9KVkYVUC!TgU2wl8WjLQ;xh^I~$Dh-ERD_S^EmFDnB2#$kGwcM(XWypqjmxCadr zMHS4hLa?x(xAVDG2sS^?DS9~anDe~cUlP7}e#1%W-!D_wgJUoMC8u z49@|R8u_&B5;{!u?)rEc=};uNBum!FffKp1Gr>(cAjo>ly~iR4&RYF7ubiX9-1a!% zZI|fqZNxX&wvYz$&n=SYj?*Bnp*UyU|4&%$bws1$1cOGT-QSgG2)fBjb$(T^h`iW*0`@X2JL-L5+(enUJB^ z%qhMl19-0;$bPbt0a0UTDyKhWLBK?NwT@Oc_(G0T_`c0I$A_sv-f(Me?_4q*(>W3D=ZO)ll%Mb=On^ygfOjk_-#~7)Ouium4 zF!xQ9s+2@Htg@@}P)9tN44JmHg~q`v5o7y^7ZkX*agukN&hfO*Xpw98@jli&Y=-q>&Bg%15caPzs{FMT3(e)OE>nU)0gV24+ zz!-225^bl9M8dm*-(@#NC}7+|RoDDNg{O&p8sU9Z;Qc*Lq7G0&>4&xic@-73oqiz7TdE?t{bPBxKa_{3LoeX({e6^d0qv5zk=n)&aC|FPZ zRoQ)q1e4E1f7nzIA<u|p zkx$F^b|fUzbkw%D62W`k|C_XEIQ$O)0RR6Kmv=nX|M$QVLPSF%Ns@desn9S^B4njR zNTtkVkI2YY_RhRq-0LnbG7BA{>{1$16pfEanPtWA{{DJC&TE|ad7X1!=k-1|5$3!C zq;U8#K1-@uiw1|l_s509V&VL~$fk!;v2b`tSyN4HEW``$^G~gaf&cjn74eJSg`?*M z)9T3)5YKDpF`^s_Pv`zMKWe%IryA5HvfhWobUuISjf>GBEp+i+dO;+Vo$}WbB}IbC zW23oa)JW)EeU>jg6%KOIQp2Y%g~H)W(lo{7K-in^PdKvIAH16CZ5QSILDp{Y$vVeS z(2(V~8vYakeEeS=nnoi)ZGitgxiu0F7PnUfk3~S9>F=yWfe4^{a!b(j4}~tm7k%kH=Xp8GYI}oDcTL@`9r{G(}9%^Ptc9gE1$UQ4JRL`+?|jKg1!M`#Tl%$ylC>0@K?|v(#;B*iaX7A1u{pb(%PU}v_aeKkZph4S!fg2z$ zQ|;bjb`^eavF{xh^#YMAMh)Mp17I}v+uL^UAb9p<%1j|32!vzi@5proz>)6+g<^^? z82xwW?M6*6h|GT~9cSbW70iL;LQhKw4X$hRA}fKN{-bsdUPqV-mhqIHiFi(;EkUS-=4n+QHxF~%LP2|oz{v%?APHW{lHd3Z&^6ti?C#Oz=e=^$De=>u< zF0c;=r=>lES0_RS+hpDCH@?mu=CISoV|ihoCYZhUtLgbV?mdi zk2gxUCm3$+alx_PcAj%-ta&T`E3wNa*gRPj;WjRZ7K9_ECwfg#wtJP3uW|*&#lXsSF{PPK9@WeE_3v-tW2H{mCRrr>+R_u9ZKjs`%6u?y zSnkH%1NPWQzuZ=uZHy;{nhA1elz`2Ablb~#7IV6-F1%o|<&0vq&~~f{exUth!U&JW zg*R=swZ^FzAwe#hPH0$S^G)Tw9frP~BV8!ogp&G8Hcut2KrNp8h-R1#*!eaX?M<)& z;v+v7?UFOV_H5#vVCy=h4vpu{wqHQ$uO|HjPdnTy>@@!FhX?k=UtL*L^TEg;c8A>b z?U0RVY!G2oq47CZubneW75W@JOxHpTpii#5MTThrY{dPVXCxOiLcbgpBlMYK^LVsP z%c3nt{x$V)Gjzn!oPj$Z86G%l?H1T>?uB~)J$$G0#TGvw*5v8BX9%ASXkEYR?V$10 z<66N+I~dq6*GO!&1L~jYni+>{(3i6P>+pIb2z|xAXX9HTm^vdS{Faqp{wE4u?-6Y= zbYy?}qn{4Q_Qh|&QdktG<|Vd8KQjh4+ZlWJw6oBh8Xu>ntOXu94r>ieEmVuOx6SFl zhEAGKCsxAU(0cv+3F#nToT{$a6>};WH^*%_a;z&9rL%tiHhXys{f!7JaL)_#Lc2{z z1-#KjdfDu`g*V1;j;pc~48S4*g=}llFf>*dSi3Y9g(@}roKpNT=u_Oh|G&2hc%#f< z`-)^T2BZ#s+!K?8R#whD1&la!9&nz2_vtR?^Y{FyCBF>B-8ooHXlbtg$9p3~MrM{wO;MF|=f;Z(eaZ7O5McMQBamULrDQDeu z3>mI4AA6OCFA1%aH(Bd8GRreQEM%bj$+4H|?wL5D^1j+}I1Bf-hT^V` zxk%V4UUkPc4}J58Z$8Y;!@{{yv;VE;qHoQRY^!xHwyU+JCV$DriR>+0ga z*3J3&;#%uu)?7ZmKOwO6SDc8Ghk7qwnkJ&k=?lgU8HIRiTjIU{_=@nc?vLX;6ASSY zrx}mvmO^|mDvVQ)3vupTxPt4=A}mZk+Bpzig#WA3)8e%+#@)Uj&PP5d#zeUhccE(} zeEspYRD&QHuefR(=3XJ=D3S9JcOnTNi&f2w50S8=<2kKqnS|R0xVk@zk}>^Z!V}JR zG8)p=86Dmw__)$Lc0iJXYU@Ti3kxWiW7e?$>{%+>T%A;x6~~LK3KgQMnAfj+-yUdq@Arndr5qZn1)LUq{)dM7SqDEh zpQmGWDbbD>zkH64b6T3NB(I`!|Ee>bcGZe)*kJ87qWwnoRv#& zYIW(j{W_s{c9o8LlHs?bq8TWW@sPGrpcG$~4!Jtmm16zTgvC%Y1Fc^tp0+&2z+q=S zwQn~Vm_z9oZJK0YQCEnsLqRES|1N#3Z>|*Y9jWT6EGff|@@wpq7EB!2N8;2NoP$OqaD|E69BY&^$jnQSI+CKwf)fY_M zo>@PWxy;0XeEmH#5#{(@r<$(GRe?sPUV;Y>SD=O7-q(N2%F)S}FPZNzYoAdGC#{2t z6?a+!Cfb?!sM4k6Ad7A1FO+VZW8&O&RyuD`ImUho{ntY+M@eVrpZy9I=o;I>dz-~< zt`AYXUKJ?%dgA0pOB6+QR@3qH4zqP+LwbTQ<%uD znjSIzn2Cq;ZC-tyVB%wkI&Djxa(qzNwY7v;j<3YdDEBOtW3BmMmCz3+u9oAIoI@-< zE{SrZicC!2xSDaDgNYw8?>LQ}iA715|JxhOI!_h5qfi|aj}>wgw?H{Ay??xFm|c!) zu62AiLKVopXl|_GT#k+652*X9n0R4aFSsg_wGX&Penc=)%&NJqyMpD1tf_w`tT?!7 z#Du5Vmt&v4)PVz&aodIr<`kWY z{;FrV)mdZ{KJ;ujkY(RGqf$8*?`YQ>wY*{CirN=3WyNyj9FN|~d$}B?qB~6oW6JSu z=B9YjujSZfpg{}ZsleEs5ryUl%8~9^uTpx8i9uHvUZi3fIv+i*Rm37^@oBe>c4gRH zkPD0pzWlp$$; z^|Qe$183x{v%kM$VCv?d5!Mt2KKm`7@|wm#r$PP`nu81sUs|2r{gHvj>6IRA{H55( zBP;&=Mk(evJTE%;fPs0M3DgodI!X)WUpt~nM<<<-{`0jolq_U3U;mwkdfmkf*4lI| z-N{i}T|`F}%L6rg*csSC6(FBK#K5-GrGiD1G>q=p^dH|lDt=8?CP^4lQODu(LVPm? zIn^J=J%2($y$eP)KUno3R=da{A%u$elLsch4pCA6qEFdBRT>V51s8tFrs3GK&YPcY z6b$D`9oX@{1V8SX=09Ojg2%X9k8p{XVBU}J&OVmx@pNNX+#pNt;i#zoP=Y24Wu2-5 z6l6Qr!`b0ZLE<8}+&eM_&9|-OxmQr|(Tne`H=@aCRX@KwMxTUvqyn=S1;u!nd)prM z=weKj=a0RnR*c_`!mK}>D@N{LeXC66V(h3gY*x}MMve`gb6S?gSSD0{dslWbDu@(i z@c0#@`C#My{1=57cRiC*RzpPX`qr;ia|Iao&nak%jff^|@-ox30(8F_vT-vX5wE4S zsHO-Iv1i9q=a0oiG~WDglg9uN6aQN1-qa|>-`pncmj?@Q(@3X5voZl^lTK&Yo8_YY zZr`spsyX<9O@Uu~JR1*L3CWbn=HmJnhj}e-=iu_eH?_Mna!{4qA+Inv7r%+Qa%g_e z!HAyDE0F`ac;uXi(dt|l22QTu@UAoi@yzqC`1v#xJQPcsC8nZqGQZ&S;Z&R$uy`>3 zAQhh^Ox`749$K4); zhik^+U~<_G=RGla>zP@1)1PQ;p&j+?wv5Kdv#lzdLZVUL!t{!6b~JA17gXNNh(?n* z-&&LCyQsEoxlUg`2DvlavsM&iaHHb&0~s~pD824L|KaaY!1TF0*g5gbc%SepPU8G5 z0F-oE9{W@0jW!esj+$?-SWld!F4Z_ zfAs*h=C+z6y`Hd=xocXh+YQXqUo`x6@c^fDrbAE3?$GvK`Rt`cHz@tKFKG8sXRtOq zDt<=B7y1?*Mq`eKftR}Ps30Q(_FLpMiJC+~ucCs~)M_-4_O<6^Xh(r@xBA{Kr=#Gr za`g*~k$6%n1v- zX^;pr3L@7Ab|!+*lI4R>UlZWMvyoxb=6J{tRB_IdNrZ;{hM2C&6nN=XayYgl9j|Z7ef@nH z)*5+Y;E@4I+NDp$Z)SnB&Dhn>ueor`_Rx{7r}IEp`U2tFE&>pPCH85?6Tn#Ni=zED z0+^ffd=z2vXWmP_$4$B5@BOr1(J&XbYsq@uipYi&hd$;#SIPsKrq^up>+*r;uv=UE zL_UbEcm!?Y&IdK_Iuquvd|*EJGuM_PfL!MAwm|hfSlQusQ^GPA)HOUPzkPDRynD0# zndEGERCxJVnlu5J{ysN5UKc=f{{p*(B@qml2@R%CiSWztZ0+BAB8*xc&oXc&f?R~J zu9g`QL>3fZopL9FzK#=9cLNcOZLcOA-b93Y^A(Mbn}x6xZ=IvOQUvXGow-8;#W2F< zePo*k2}Iu=5cVOHz<4mT;^}1)tX2|sWLzWx_oGuw%HkxbbTU87D@}q9x>Dt0Lou{I zk?#MHj`kzZQ$Zh(aeeV_>C|$)RCDnA$UJ-~Asi8xv*yoKGS7@-?yYkaTq`~+?hnROb z4faQn<@>v+utCG~<6kw$2Z4kofhcul5$aZ_aYq_?4$n#*-Kzo zeXTdek42d$ncB-_;1f>OmwH47ztN8Wtg6WHX3lr7F^vpC$0JX+T_!`?`a;`l&qMkyiU$4L4yu0xDjXGMTux@?k5h-)=FT&8xFUa!_e3%S)IMb-J}qE?)iGOU`T_&G zB)O_Ac9z0wb55zua|UqSC8hhsF(4qT{bpPS18$wZ@PNCN0n(ifFlxkrER(*Rs1OE} z3a!aM5MV;Sqqa@fzH(5hC{_u5UJh(Iv)4jb%OTQVzX|8dVM;h&_;Lk{|5mMH_m{(! z(=t2%{b0gM(1*%eX(sd?ACMg>EQ9g+l%EB3CYYbUr7E~k4jy&#(`Q!7VSCtZ8zy@N z>wH}cYdYnSKRiA5x{nD{+uj?$-@$~(@nWjCNTqP^BF*x4B?GSiBQX^o)4?P?pl(AF z11yfExo;RL1sO(>wG_P+IAR{GEqazhQAI%NhrbL+{5mLa6U+dw=u!9P_6ul~p4^iN7R_>lGw(*phn`l7`9`M#@UP*u-FCPD z(iTq%OY`JIkm;XvzM(wel>hXED4Pe0xzVu}yRt#adE0n=U?yC6+^hWIZ3cKo?#f>( zNe6$*!S>dyOxWGScm0}17AQ&GNLOFX1o2!~iFK^^?ewoC37^6YAR1@fFXm1M-R+kD zEk~z-iKz=AczYszBS_dUDBJ}RJOGz-)y*KOJn-dC;7^&qN zRl%_J$!3L1N&&F>fv$niA0JrZ-cLFm;0`@<=JFd8o!}Q^yeh=Z8lu(Dh>J5%h!Rp(kZlPa22+GJNAPfbQ(gx7qOor z%3wg)rX@S2D<}}eh!Q<}1C7Mi7w{FjAl1O@lETHaSW!DUYNf6WHVUHIuenssMP)_Vk3YNuLpl>zeRZLC z6obH`@Y%QY{U2xaTJ*g|;k82<(^FGB zS8dTEC|N9hhQ&_#4G%h;(bRBhJ0a2wZ#hbh=$hX~t0Hb~g6kdBRTDAu(7%oM?!?*@ zB{<{o^Ye$5!kkgObjWgKog;o6C~NF;a7MoGqG|ED9?1M1HCF5Dhd&>yY@O)~KwX;? zm)mR7`>tLyC)7hAKbBPogeb)d@4Nc7=YuFf+rM%LvWqpHs4I$a2z$C=Q7?I zfyv@W_|lC6&}2-4$>rgV`nB9A3t!#BzJ=*V?e<$JIi|YuM=Ah=W*Xk_^aw>q1DA>U zsc?j_Z+dAu(dZJmG?kYbgMY(X2q(`+;lWR5)?fS-hDP2&;`2RWD7o%~>H3s#9B5T^ z(K#Q1ZEU6bNvyuA`EEvb@W&WT@A7RA5KlmvxC9gJs3g=l>N8HcmVyhxo^C%ZlW^`} z=7vAN;&3H{{^%Ze9G*8cil=wSq1BTYlH4ir`1nmO7u!G*awoLzRgz9Y@qUGGvCmTR zc;#8I_SH00NvL|0Ow2%eF@u9mHtD$I!c0r)*w5S->?W;-%a(SCL{DfK?i)cDSJ%4gwKxvVh9r`f1VOPn8y z&%vrw{d`u9xwu23gz|1{4sMLEv-t5k3&$7@m0|_iNG}|-RAbLUW&O$AN?R69Z*BHg z$i*MO6$KJH^3XG3$3eq10$w6aG#fw7$N9>Gwr5)M(Tsgm$fO|;BSihg8-C>Ci^<2I zqW;UpzZuF(wCX&TKAsOJ#0aQBtI?11aM*D{^{t_gh<)~-xr;P-R>B;>l&LU%(bf`vvfPu+#Y=XW7^kkE) z|EiUby;brrA2Rasz*h|!!s&e6-K$Hr_sT^{szrjKY7Wke@7(L$pN;KoHYP2uDg`{tMk#W>)y980s5{ofFW#Mt<_5hvhuH||ci@<7&T1aE z->c&5mC3=PWUk+1joFyip{Y3gC>ym7MdUxM&&Es2Cv1=Y%E85oKrZgsJoL>vbw0w3 zfJ6J-51qT4kKC(Ha$15!R9#&bID01_7i;dShkwY!hxbx8TD#=oRe?`Fi`VjyyuVSA zDn-CGU#-s;rTKVavqU3Rgoq0#awePK5b>RirrOy*g?P0uB|5sS2sv*E|0?M$!hnp+ z7sVbFqSC&=xv~R=7_2)-J6l+YnC!h=!(W61J>TCE{YBU|!ft*esTfrjN45u@Bw^Wv zth$^i8K2SRCD;v0kep$<`PKikS0rV|n2i3duMh9{Cgbh!n(M+($S7$tzAuYRM*Y85 zgT=Zf=-jhciuDtO$!`~qlQgJ!-i3H&ri6;z2BVilh%|gFRM&oTnu^u>j+gkiQ}IrM zQ@oHZ6-oCNbuL#^QO2!Vl}C++diyv#GL~p4Nfcpj+{HkPw$8ZjUktpjSt#${UW#@J zGbMb6W$2RS@kZ!)DGu)4PMW{Vz%D=EVeVE2E|fmi?O`uPF)tN8b7CpJmXmn(x4R7E z-|yzH^JF54_pR#Sj&eM9Xj;wN_`r2x@uxyL z{(Q3Ib~ZZ``+S)S$`qEJ*Sn`0-!fSBOaH#=bq2a<%^3~*F|cu6kD%Zc2AV(Hvq^-= zz^pdI$+J}~S;A_a`JPg|l3UcDKSRe~CARI?pU^PTkCv#hlZLe|Q)-9aQ!)Pv_c7%g zRCM@d?6nX}MWxUkokkH<9B?B!vOl2W*52nT&8%_j!-p+a&QehNfR<0JVF@NK_#eJd zNk*lK9;K~k$>_b>WWg;%#{UBV0RR6KnRh&u?;pky4aq16ym>wCYnEhE^wl*;n zlOa7~3i)ZcS>Z76pk*rbqn?<1eNRE#%{=XOKT}Y`IomSgIe3gNVPoUB4oQh{UZg-!TCgT`R8O16lB2zdcy4NlN z0f%U;=gA2OAzw_?j5nkF!VX2j5Fd>`?j7ikhMhYq;-{_Qv7|-& z@31v!sdnS@yRD&peEM8wusvorQSAtG0SwW7fOjF^H%A%ojn&xDqgz&nz9WihSGy`n)iki)-`3dBn)zJjO(s*JezW?&BvUqZJDnsC8 zHI-1}>AK~)sl-z5QC!1)M zQ+Y`wb)M_&)3$hG?CZK=`@IB`{&rMkw2ew+jP?l(J)x59aEG0{`lv)>BJdM~KbaK1 zvl(4$oItv+M!TJ;qmYhl$Ea@6XtI@UZrd0TP9(W&yyw%x$;!9iH=nVkkc7s8);gzH zva|E$nTbdWxe#ZN=X5=aC~JJukLidctlZ2afB%IM;mfMsg%V-pu}*u;>%$==`rAQ% zZJ{7C-&j?I@-vbQbK-1wUyLUS7Z<6lh)yJiTO0>%9wm``W3L$P2a}0M%h<@^{3Nnt zIZ3QplR!l3RR62!rVxttzDC(C(M0ZO#NYbkkwkp=SX_}_EKwcjmk!%RC3Q8|qTF9n z$sV_;@5|OwNlHhwOSuY_4AqRy6i6qNxO4Ac*xgJZLP0CobuJ0SP-nW^lK1`eM4eYz z8pV-IhnqW^S5nELGe4FE-%2CPMa@Tj_NS9qbNVxW9nT=gixsZgnx~WIt@9W4d8Cq! zuf6JDZlRL@7S^wsR8JsZ86Sj9v|@;A0rTCCvtgtqRwAiNC6Fvl8St2CjUubn6a&TE zDda@7qak--ImC5>mpiPEvR#h2=WiPnynnnSU^8D{ee325rD95 zmLQn|1)=o!@YE0e#e$VaJ!v?nwJ_q|j&w}K z8JutQ$v`mm%Tb+GS(rN!spj9AjU!vG2Yd<0MO|=(Sn0Za%rReH=)58y8h2azuPn~N z!CPlI<}V= zBDzzj_U%a;{J)>9z4(cSvrkv7T+~>Iu4fu2o!1sZFWy>o{aN0+oc%K^gNiV4$#9dd z1TQZ&L#5mw(_muj?ZKuN!{hwJ$;-FsNaFvsjS|VgyBg8`JC882$3{Hhw*(VXhe9*v zbkQNNl1N@;(826KP#^Swj??>1UhZk5!}a#Fa{3G%m*iGFbv(xGz5`u9-u zvL+L@YP$RxA}l=X+EZ4o%>rNB)vwwDOf>XyDNeuWQ2*~+PCx0 zZr&`e=cW|=Wnj-kE1Su4OdL5`r1M9Jg{2*qGD!>;Ms6q_r#@n0mtUr6>ofyRK>-34 z$qYDM4HJHv#K4Qd-Jg`F7!crAUs14S;(OPXqVs>5a9uYxcKi_wxy}BDmW6D5SocS+ z)Par0eS6D)tYl%gvi-D#1Pfl`dZ*iMSqNVor^x1APvJtXedI1S>VCc+`K7=?h=2D& zu1N{#22o*h|4MLe=25k6GZ(Qhl%FRRa`E`&mxf{05-=kT@7OFU!F-vB8(XAGQ1T-` z>s3JsqBmm=vXnX>=Dg<8}H zqw~UCJi2qf`_7*dOhwI330ZK_vQFRH$bpORH}QJUW&|LW2Rr8l%l@CB!esXD$kHmDrQ-BQ9FFel&5 zHVJZYZwXaD^d(S}}by{=oQw|Dp7LgjQ5~P;B?8qx-L%H5vYM~1YP1m;H zSlh-#y3L)No31hubfGOtc!mj@tV=gG-J%xqBU@e;^KsGwTX6ZJeaPg}Q)#^>O-i||%QW)3{hED)OE`ON!E z{ek-&b8%9>rM7{c3o(yWo6ebB-gC{S-lTMX_BEcCo?6NBcDk_^MoQBV&M4Gfj0V3(4J>=Kt) z{3uqwEcZDU4&BmTC!fSXbnc5lQ`=A|Xgy_B%?-v-jiYDBJ09OgcQAF2_~PaB;94(j zZ%_&fEOx)Yh#~XI`d>GEF~4!zBk0;iFpV-=pSk#gmTjAw@y;3wq}awK+ki-K5B3u? zwj<)bwx?VPk3&^945;}ylPQgvGkP1Hh_;#3r}914gl~J$U+xw&QoX*U`pVA}gwHFI zzPo-M`sd_Zbeug!I;yv_4!8u6AHfZ?ju%47X8!3Ee~k#@{7mHcz|u(aJR$v&_5288 zbwR50;G$4clewg)=5H{OymfG;?ZaS_9&*>I`C0%Gm^acUnBYgkMb}WZdAvGgBW1=q`ux4F83s^^v`!v73_)j$6TLtTMUS*eL;oH z=y~E{HX%2{xJV9;x!uiN?nBl%TyJwU@F5z??;|^@9^~cs^5vWJoylX3pe<62)5OC! zZ$fg3DbYT@h3k4`J5h~QtKZ&#jP$SDo9g)b0C6{zby}zANoL%~BptMZh=ZZ9i?37= z>DxN-bksD2SPee=d%Px;{5^K(&gZ7fq*|-iD2p0Qm~BT&CbwTC!i%UC_ilI))mQ%c zzyH{f+aJb?YfYWWCjqM7nwdaiub_HeCpesFNWVQjFcv{{RMr`oxJMJ8#z79LjV5Lf zicCHIqKRMTZG~RXXtH+4m$MdbQA9GxE$*##I2j*YFxJ`~L{5imV!w?aNm|W$w!J2V z$UEv@3fBrHzC%4N^R5IDrAhT02Mu_~Zx@DHtN9Xhi&U34#^;InsOzNXF&n}cdYW;$ z>L5`tKYh%uQX8R-S&v1-ci{2Ph;65{P7~F8J3Wrrog~Js2js-=m=M0PpFKi3dx+`_ zR(tw?Ch*7TuO}7G827o){uJkf6Z5vEKI;iY8d5l#Xk5l zCFv>H;sFuExrx_|JfO1nn(^qhhfFqk!ro5hqqEfucA?6#8Y8$NxPEOSf*XR=Y-p>t0(W;+G2g&xnV!MJX81Sw5jKl8i`E1E$ps z74JkXXJS=Szz)jX^PwRXF^6KGh#pQyd`ROQ?nnmiGAgVl-+3rdpohOnfSQ#`dHLZCeFPJsPcQ82|s={%84Y)NV<;V)ZNsU84Ki z_LSw~hHThfP0a$Z?brj0M)J_UKU(8sdM*m*mR^#r%)x{ALCMD@av@^iY4+4B7X_4c zxp6$clWT3-a-^jIUH2QD`1y+Rc{*u?x^D&0_w z*AkX_%}I24G*OaudHIs@MRn>*T``hA>20{zOM}t+Rn;qA(O|W0HeTvH4P6<>)dil? z(BXH-wneiTpDF?yuV18N^I_o)4KL{UZkY2Si^jnCLldF*-Ar8aEdB4QJqx=QE{#c* zVj?8JuVC^C13hAaotN%0@J#Yom+4ntjs^a6Uww@U-(J~I8AdFyS9EGBNwab4O2~@q zLu?Fw9jvDXb3pGYWb+MjaNe}Ug`dSnr*!*Kx*!|wMtlKN0&FPx4ZS_RgAHsXfG+Q+r`I0efpFx&547Yy52j_9`p98dHi#=TM72;zkgS70T=nTr;c9q z;3Bs`G*q*w1ioQ{^=;W4NbX<#F2$aM6(WZGRlnI7y5XPSXUpTi(nC$A4>+LS|F*Eg zz67?n?oVywaasNTziZTa9QVxm;LvPXDbCBu47=xWVOe)bHrbdfw6(|qvK>URYbVM!3 zw~`9{=sCRGj#iF`$=?I7YL;U|M5PYPuN?YG?={wTl|yi2Q!!_t94Gc=g*0_nprk%r zZeMLBLRW=n%Fe6C{=VH2=jK-63DDT2_85W1E`w&!9iXfBz3w(dMNEMMiT@uRUz=+44S&EWl_N&-nOl$5K zUc$zPB$I<*ceA12H&5(qI~$qi6leYiY%JfrGBJmzkB{#SUN`V_pjNvR7d=_nS7hBe z=FfyiT%vA0uV3lf7j9*kGx6=?$;(RZOmKI{>;0lJAzo53njFMJ!|0s;6^d-QmbTd> zS@3kXvdS{Hj|oeOjlP?fG4OQLCb>C0jvO@$aLwoWKqUG0HYubShQVT8Q5nSuWKz_! z1$cdGS=e2z|BAt0-9BQc!|PS1>TZXJi;-|hIG?8Tf(ju;pErXFWjw)!1;3H z$M}LGG+&l5*r8N}QF5iQ>_icA;ul0K&J^LNr^;U6)ik7>I~1?KsQ|5V9}Y;$=fbz_ zz;NNg90<#;qMyjff@#CzQb|S@D$VzKQkG{!fA~t%0a_MR$vy?{bQVf;-BQ!WGjZAG zKjQD@;P_(`>#Wa)(IhR|{YW}6b>-gH)&iquIJeDZ)`AI4| z7jT7@WYR$P%zV9>m5S*N&z!IEC*w%tiHb3SI6VFw)+Z}LflZ#Qtg=%y91QBVF{`leNUdZC8||L5B6DEV*V*BM|Txxgf8U|Q=l}t1msrQpiRwGj77NsCst*P z>;m5X$n~82Bp8Z&K|%(eArVlgUtZ7F4uc54asSilVB8#Ac6Pa5Fz#It9n)h3paXSmEi8uvm% zsx^(nvF3ZLUvBMXZ0mf}zNj|@r}#B@tLzQMc;x8A)-~af?)^4s))E0e@wj~p-bTVz zxmT}DBO3W@dnunE@zxndXy38%2Td-`H{RzGLic8bMCbV-vZwQc%^7d}a5SDxUl_>q zh2ZR)!@*FMuNCvv55bzy`<2Q`p{Pp{kvsC$2OD%ftu41Z!ox(hBT2#$FZpuWpKYCR zQ_1QlpNTihx$m093WBjto8mMP5eco@nXIb!agd{)@GcWh1heZ#$KaY|Bpg_0@#jzs z`t&!f9`%mII+LJroty}Ct6cQkSRM)Yw{N~5OpS%E`oGy@`{NOJ`GbD}CkaB;+Rs;? zNWsFe{o5C9NJZ<`6)nF_Qt-lX?w!gj36NP;Ev_n)0Je(IABUCkm^(o}DAgq3@Z(Uc zQ8y|~uaA$+J)er#`s3^Eex`yu9ikLInFcqH8|pJEX=wZxJFj1z3bRE^J1Sxlu%hyJ z+oR$HR6MSW`X`u#az3p!LETjR7wfiscqRpVbTTJ(TF6P*DoS<8^Ys1~rPPU4Q@Qw-o)C0ECm;URcdIl=K01?CF7&Z-@P-!svUFPxVjCTMmlx-N zXkO>o7UtmP+B%D2(>!D^y>w$&K|a`97OeO?P=F8Gvl2S#Mew(lKU!Q;O0_{+2DTxw%dwvh@Q3AoK_4I#pj*1uZkfxySe($H#(O3q}b9f6C!3)x!E&Jw48tEzcrVI!YSET?K}=D@#Jf)Dq=&Vdyd1}Jsh;9*$eOE z@lfR2z}SOROmy;Hd|lPd#E&j(tzUPT7|5G!(B#c?TK<*-N-QKceN9PgVL^9AZ_$|y zHncW;z7T26L0Mc(Q01x;=q23rU$}#Vxy7f-OwO}Wef*n9_6;_k{0-b2yPN|zN+ZK5 zkb?{x|JllYJl^u`?0C~t0{qDsJ?Ze5(Xh>Pl_t{0{+a6$K5qOoO= z3sI$c7Yhcs&@%bqIlZd{H8rc33Vh_{@TQ=jty@YUI!DWMo;Vk!0k)n;c$_8TKKvrU zu@twWte0G0RtBcxu7SGFGWak(Bj1^p^ZYMkBB8hp(q28kMBj6vA6D<0HBbUG{w0yC z4wpb{{lZ{(M-E=ji1XLGbKr2R<@Hz@2Qp!Qk`8>~;9E+^#Z{I2O9MzU$F7W}#Pj>V63C{h#uSeoyCPVXoD2y>AgLR3B)v_+Z0=c*Gi` z+3PGk+_v}on#VjIs61}f9mGU{1T}TR0tPnUs`@VWfR41*V|;lwbQDGRuHSs0j)@Pg z4PKiVFrL3|`6q_plq2F+jBL%#2iEg?#1n>y*!3J5~7zd?9D@@YnoUaZf<%9}>wN(Q+| z7fh31YLSbwG4Qqmlmx3lZXb(SLgrENye_GUfB_cDBM0>66;VHj34XP-fuSWhqgyU zz@~m5$!@dO_T&Np1M-pU&)nb8{t*ZASIWZx|V8~Sz4uf8l zh?3VfAMizTiuKM~A#{&x_jHslLf`Pu&Jo*Aj3wF~l%r1&1<(ER(QYRQ-(UBN^Z6T~ zYTdOy%=Z-hAAJ!LopnIMUjLbB;spgeJ4%G=DQIt{Zx|ZbMzo)o&7=yOlJU)QwNw>T z!gp_6mQ%F~{{sL3|Nj)1X*|?l8^$dyQYn%>Ns&S%YpS25NM%oC$y&C`mXPcsTlRe! z%#1N(8A92*q)3XSP|-grB~e-kiD#Zy*XO)A_c`Zt&bjXI)f%R}PrKp>j6x;frbXC6 z#&!9gF1H8r#=R|rdc448ujV|fcO7D>>&wTSuVCC=^4+HOj$o6Gs@lqHgQQ`h$uJ8m z#H>|Wx2)=dr+ouyTq0NCBo@9WOFR(dQJP#!P#AKyWv;%o6p0}5d6A2xXt2mBlcV{JpZU=O>Pf|%i(E3jDyp%1~F@duUuHcI=>N3A$aHtGQ=H@ zyLyE}hhvxbcGpOFa9-WIjw22kr$!Fz%tpd2^5Mv?M`1WidKk(R84B`XSR?gxFgjI_ zJjosk!$jO_C*Gh)?2(8c`^^&#@uLNM_|jwH=RP`hc2y$2c&84S$R^|X7_r?-HwpJF zYdNg*Z(@R}={kGjCi>P|yfDv-0gq3IF#DAl^jH=iKldR9iD9&i%Y*UQdC~dFin~cT zoVf5{=fxB}bDmg~+?ERJJLl)pZYi)WJx;gjOoY;`#=s$39D>7>zurlR#l0_#H;!R( zxVJW7IWImD^=GDhi{x%$=+`A4omI&oM=e*2?My|+a^Hi5y=m~>8FumG^At>G7m+Ns zr{I36(Bdi46bQW07N6gmiqxy`21aYrFk0)YXlaoF0jG=A23eUn)_Z2$+b|nL7Q4pA zWO8ueyNRr>Ll#P8{cK}*Wxy#<)Z~Cv29EIm;4zTMz@Y`6eie}nWPJ{T!$2l%ErMp^ zm$R|+dG&yOT`p$rM^`$z=Hr&*`2q{ELJTV@?Y%yphc{jSK1@mGg4amcDmFeBXAi5F zb4KSvS$&Cv-#!mEyefrH_vhp2ZTiqecmV=as=h=#F2vkE?`{2tB$SzVCAUnI&}Fsm z2**(p)@DaZ`7{?`WxVo?c3}ZNPMY>PMRDuup%jBED=8g$P*x}e!gMMa+QVZW_LB-PJ!8OM`LmpEg2>h6(rZwoqdl2Dfe2WL%UaMNZd_FgBh&h<{NPe72Z+&RXr;J2U-Q7kii&k-_EI(dDR{9i zvqJ748GTQ0H%g3?arX0EhuBIAbWY^$J!?XN+7&LjCRf&YRm7u>qZHIJS}$K~V!fAj z?s-3VQ$aU(PQEfrMh+uVv&V>xJmXCr-I`?FTI=H|DoVy4sp3byl4Q(FFFr9aC1by~ zR$kY8GHL=CmJ$nO*srR)R)2|tn-6BUI;E0fVd>|(kX8(atkl-D*diR;SGZKUwg_R& z&55>GNl-FA{q0FP2`PAMJQfF zZB5cAK~H!t@5GaQ@JM{)jWWrDL+GWEvm-gs5ZnGbH{ZiFLUp4~6zQuN`<)CuC zeQcI;4rK2K$F!H`;KJ2&r1x8Lv8w&w#iD1~$f)LHAM8#?=c89T52jP$Ao`)5`7s46 zWEna_#>t4;8|TXKPsYQ;_v`MYBxBRv9Lb@ zt=uMEXFC$G@W+%oejLDcZv%!++i>qIFjYI{W=a@{;pBJArO%lIsfin z@P)@OEfHPqE8uT9kf~ztgE{{F|M6}1!GXP!V{camLUF*-;H>C1w8qJ6?78lXB<-!M zBmSKO+gc^-1_uSO$=q1q^+%hKczv>9`)NaBq*m$85w=r=o#M?-+4U!g)*{ndJ+tEk zo2$x2u`h~5Xym0wJz2W&%t~!;_-ah_cDTLLulFKeu3pW@V|119&&^VQyeWVXzx<~? z{%s(kedcNPK#xDsRkd;W^Mp4+n%Ha_J?KsNx(QbczQ0ItpE$iy=7Be1MgHh-EgeeO zmQ*Z#-mbML zXdkV&-6(M()Q|p+*gWq}2qh?wOP+TlBtG|KKbUtQXyW>lM>g3Jtp|j36+}!3JNB#n zT!T7iR%tYG- z5dP-kwH-X6M1{J#<;-+A@h7|{^2y3Kl5fj#9Tykwc`nYRX^}EBo+?!U4w++$Z|aA zWsIz+R$l&L4VmU?&DvGxp?GFaaj$|ahIf~=2#k9nbd73DSYHsvC%<1N%0m&jOUO{6 zDIDf8LJ?ibQSc5jdfz4$i}I(seV2=3K@I7CvqLlr$}zdsT!$l&qj#s`+*TGh@|U@9 zsEvfQ=%y?i$tdhTeOvdeQY=JL&i-mQjfdoyhcA!IC1J1A$2IE5lW{BdXVOph6zm^t zsTj~ogn+qIuvuIz@`^_LE$MMkZ%}9rSsxE>4F{Emz(fqcW&X5d`GO!#TsOsv#X}WR z>58`LAj>?>xEqoQ>H~s&ZYC2Vv@F5Y!E|Kbd~EssP#TQdvLY0n(-C*v>Vg3?9o59n z2%FCt@br=|nM}*Vv5ih%Mn`iHA`s2-UI1i8Y zbe|Nk<)C{Vmq49U4r)XlU+1gkqHomQdMqOs+jmDjd#{rZo4yKjtijc$n&6C?hLVmpF2D@z}%Pwonef?t; z^a~CNdT%U6oxjr!L1Px5%-@RhOrRiQYk>UMmlOyoZ=A&k3ijU*`5?~X9&w9b2XAPX zB4~(`$(}}o`!)Ui4!ts*jTFk)RHLI&_{E*sRysOK-?FG>W$=ISBFk!-h80Bx(ma1? z(22hAhex^$GD~{y@vUWe^L#QTpVj9r7E1-(u$N3Ho+N>wx+E8g1J-fg18 z=3~g?CJP3raZCG>;~8*GweTtb&45br!O!XqbQq9q#NIN?;H@FQL5ih^9(B2RRFy%m zsn@QmvJCb2*KFQ*l8#DxgKg#(2F#vrdbyFsEhE1^G3U3IL+5ylid{oFWV}6zjz9*s z3VFSnUc&%E?2LT8mx2A&wG>Me2A&-LGC@3NK!o0ZH;`VA#hawlo2V7oGIk<9JfRZt zfmIviQ>sww+`2G3R)zgDf$}BIm1w(AU~<>L62n65j5Q&Z*t?@gH9fZy5r>l08T+bm z*LGQI;Zzm$$u%O&<5lo|)c&Skf{6s(eJ^y+F(Kx;Wusp;OS|gFUh^<<&Z6nW7OpC! zZCb-_v$+bMI;j_g+biK@K~9?Eu0qGijx+QxRgmH1FZMsk#9UOf%E41iJUBNno_dLi z?|bXwdC5$qrM?Wl(8@$roV9#f8msP#V{Fc)Of)lB>D_qCL?_qFU+jZSgt(vka9Ow- zZq4rbVaKW=vtQ8UT5L6bDp<~h_Ee*oeuJj}sT!J@8|Kt+RU>a=D$MXP6MOCixX7Jg zLQYNjw&P+I%hv+9$PcP;mc!_t$3ztZp_QB&U4@08S@}xLDil8Y{hq?fgs07_SG;;v zIApMtVZK;_r+>q%#BwWekE-c%V0{H5uRYg`dS8y(X30z)kqYqqwmo`#u^iS30^ePP zDxm1husXc40>vF~=QdD01v#%$tuukI(MIC6%Plr2w#ZFhL7SuzcqBYJde zep2B2BTq%TxfC;ae90|$shq{Jel5qd1OM`|Y%m2D_ z*+Z`8L4#ZHdz~E1UoFM&JvYt4L-C>Oir2FtE^^{9&!rq>b$k7t{+R>GlP6YBt?z_$)Wk_m~P05+BcsDX(f5>_=~CdU7zB|-4 z0-M=HXH#&ch~RHmNWx&Eim-5szO<;i!qCRGd(a zz{do^?-ynxQLkd~V3{WhBiARZuWj8=Qz{*(-ee6YU5w zkzY0MUV9PKa>tTwJwk})H_VVvc@ae0>nB;Z8IgqR(j$ryOE-CFo9v^65l;6UIF%hk z2%TQzjf!yr#3%9cn@8{Z5F^nO>+RD5h(~jUk=@h?!gD!jwvrr4px5nLA2pJ=e^Q2b zZCNByIr2%nvMPdj{Z3;sw<(O6Z91@;mK;KORCq~#Z44limi{)2J`5uw?bnN&S4I<3 z@foX@s-uaub<@(LccO_Joe3docO;S1yl5Xc6-IP!t9tqTL?FTaUQ)ZW*PF=Wd(>zD z`8=`T*v0q(-G?yX=t*T?yha$kkWYSE7)a=Bo;K*Ux=L7U$Crh!^CSF)ztQ-*E)vt8 z?J8IK&Jb+8pMxZJs)Oxdzt(yOSLme%{l4yF4=p37w&KELgs1&#dogW$BFpTV{lF=E zLg?4$)@K&>gq_ia51oI{5~1rcJOZ?OgOF+$LtkY*YOR>FZ;vdS(8^!N|=*)SdT*RBdW6qC=EHmi$Y4jtCdAJLX9u6P`b}7nQy$U4c#F7qf zYY!mItDSk`5BU-G5sOOgSAB^#b`8D*{GNpBHjZ%a(^rX8^>(8ovynt|&C8QM8=?t| zjg?coBx49mmv`b^g3(0VbXdTbr3ixlbCroTM<~Ik!HB5^1$SV*7Qa5~Nzq2g^GwckvkxYJ(sIj;>!LE#xIKR94I zvnWG=<1*Mtdr!fup` z_qMX>);j4JOq4cYu1<$HL&H-)D+Tp$-rQ|WNP%Yg@Z!I?g;<3+{XzJz_oeyEhv=bB2P(!&zv}A+opV zW}~k>Ou?o$8}UKIqg5F>*pJ`;4V}xwq{`UGWbJ(L*9`68<1R$Gvrh-R0trfG;u?Qh z+$@s)bFZRDE<_-IgyE74Bg5(PKF3^qzms!}yFL$gH79pG^DDr)GK{onAbLbUtd`O~kxl16gq0vZ)ph)`4H-i9yUb$MDG=WI{Px5U1>bM`1iMX9p*Pjx zshm`b6#?uOmFuYB7aLryEKk8_b(zDZ4X67l!!q!%*!RZ1vlKg<3Ix((N|Az7yARcuB1Yf) zYL*BMh3&kS8$xI>2^Q|_H!6e6phaVsBpv?=J#LVkp~Ea-_>@Qr0}16TZw`jiA@14J z=s_vNo|2e>@YiKvqf6R88!W@;G|uWb{&eVhKkaS%Ku6Tyg11_Y44gCsXyr#5o?iO?%!dyD7drZaEPZ}{L%FRt9Y0;{Z&a4D#Bi!uQ%%!9`ss+|x&829IRnhr39HhuaySL4UHd3eftnugfj_@1pzffMAY@hnnqkH# zA--~4k6tG^b(w)(1LL7%ml${&{L(nCgn?SyY^u(Ya=iIfXLWS69J`N9du=&Ufo-IJ zFPcm$kuNy-!+CoZWF5;ryJ{=(fGPGgS)&5SMh1_y?5RM6)bT6!F%{rj@$<;Q`brFK z(^zNRREY)l?eVnxRS>4XZ<(`X!Ue|BVwFt9FTPVAn`OdJ^ZO}gFcUXSl6Zz3nE2hH zIcay9iQa%eDT|&=Z2a57^R|u&6NA>tZBo@(Rbk}4)2bR4DjLsE{;0;&Um|-vTdJWN zzMR{-z8aivbuL{qOwb1VK2-Bnqk+Dre5Z0XwAyNCCgZD7IaxR7KUIz9dR*dXCxFU^sliGix;wuslDP&jL;^h6B=7*0D@y4658jsH*#YVi2T zQCGj?w?P?`9+*zNjXKBOtJ)@Sqx_YAR)>8pq)xoOvS~#vY}(XFydt-;P#Py2L90P` z&X;TduX9*s|M71EHK+;M)yvIOgPnXAKHgYWgE#Dsg(iYEn0WPysQOcl`;7_=k<~Tu z+4AOr!R8wDH*Wv9_jol{{Mxraa)^oZvwK38@|cL>6m^KOVM10skay}l6GF};rOQQ3 zP&HN>AHK%Kt0RU_GNYL+AF1-*_lR{5Cc73Ljxiz3&$Hw1VkKTYU{}m5uE4d(^g*g_ z1q@R5blh$$$K`}cGm*FDh`czNHLYBM54$Z=_N!K)PP}1uB%lKS0yL>5&saGu$Nhd6 zsRH(-&!gq6yymv%iD?Igj;@vQ;l(a=6mOCGs`I!E9{X6hadpYytxpB-ZT@6OkOW}sz zVLBCYQo>%&=`6pBjOk`KqCht0Q<6eE89P6HxNN6D#_WHu+awrdln>T-#C{=zd8T0F zWEurS9u@jlJrrCB=1Y(~Mn?R~#SIIxCCC*Q;aB=qjK*^Lw=+MBv2gO#jUJYM3OfCI zi&F^(KTDV&;~|5;E9!aRMlueNI0I%{$S_E3aa8jyLHm$f7Ne;MeaEKQ+_LJ9^2ojW|8VtkbNqBhs*pnS;B)sLVk^9;~g3ITYnQ*ltJapNf@ZGZrIl5W; zZqEylRvp;4syqkbDtn|p3Fkm*V6l=KlLZdZ(!h+yEZpC7?*|X7Z;5)3MydVCLdEVi zp%XsYczpc!sQqvb63gYqV$E|=r%KmeC7A^;^(q(Bm+3I$$=!EmARTGfPn0&;r{h%H zvqzZ#?rX zv^YSq?pB5!$Cm_;?}rIbnR8v_*=5_4kY&!7yB4L5hqS{8;d+r!1{PNJ+Tni(*Asy7nbA;#A)a|j{bA%AH z;qFAABQf$RxLwXW#Aw5#UC8b5Gt7htBO zT!%?vtHEqSILI5EAH-N*MVe|FkCw3y6dV35{Z{vZ9ygD_v5XIzOApEO@?L>V?fMDZ z_ko~2`0V+-B^XX$^cJ?941+m2?ywUlhkf2x&-5 z8HI|HBBbyw4asO|{iH#WhW1|46lqUdo}STC&uTsO^a;_RK_MxUQ7R%U8U3EW-mi1N z=iYnH`QCe9pR-AJi@JhH5R`g6(l4&^g4+Cn#056zp|FC(N$4nwUOWH!AZ+~YwAK5a;CR;{?0ADK zyaW1|pX;^(;WhR`+718Ql{w9o&_ls3N zcQk~kJ^8$9@A4ob)%Mo1{lXUry4ceKa*;D}aFLr?pj{ZD`N(TZN;#Hz#5O&;Ng#fEHy{4gdKNlCDl7PgbP1iidSFPSL z9eQJHvQK(uVwcW}Q!l-<(Uy_XTfRIS5rU~q<@R)#n5&VG1*Jj#_p7%n*Q7&t;M>Bj zN7Es#o5@Z0%f!84bISILZ2TG7+;jL+F7gX?uT=P6$LD!pBgB5%`L%AR3Ubl4EqrP+HxIcN@HkxX24vjZ51hD^kFyC6{ynfNLPBwt ziEK$RR^Jm!<14%g^!}B2xrK!E8K1ef&|)-%q!{sUEym`AqGKD(im~bJlePNO#W?vr zSm=7kO@towHTy{6`Cr%0ejZZ-|4hH#BWK7s^ZOq6bWI7kx+Q@E*(AKaJ0FmjNkZk- zbR`>)N&p-YUIq`=K+r4WZucA=E zJoUJhUy6(u+>=3n6T8J`kfwRCQy zpmQ5(-$@}Vb}QP;>|aTR4_TFUsDX@IIsS*ft|X(1W82v*NXF-$-PXGLWYi2Tcm6m< z#)MztPT?#H9CFFJlm1l5w^P+d-%w$7GFA7KFBOM%BhFa2Q*d4DjCgl41+BJnMoqF5 z%zVk&nU+MsrvM^I?GFV~yK)uYyr5$J`;DicMbmIHth;RG=~9G^lz!-mqG6?F^K6t0 z71awa?jHY6fp^HkFZ6E|(A&Sh?Qx>wpmvsb;$tcr!(R9_(P`M^+O@~rsuT|G@1K6! zQ3g%#We*yJ$|3US_9_jtQrz{`-g?NJhMR?dCPO`GD6Dh}kMf`)%C=QRjYLC6(O7Ut zWGR~eYMgRDS%%;VR^5hO<>+Yh6_XUMz<~M*>2O8`*12(RHvA}qzCk&qRiX^ucTSJ~ z7Ar%v#ia_0NExEGSn6<@Ww6&D^+~%@j)6IiZ^e!k2qQiAT)C?f4~NVGf)3n*WKNGF zY4Z^@gf9w;=G7BG+=H3PWl- zY3m}Z@Fnw^UcPxX!sIJ{_=wRVU$cW29zn;G^iMiYV|3h*w$gd|o(^TX**uam9sVg^ z0^=8}v0CWmifufSejF0;kE}+o%vXl|hiX__t9Ny8p`)jxt-mycj^-tO2M>49VO3${ zN0(y2e7gS7OFKI3H!1nLhE!w8(=E^F!PStvVYpEJU^O;fSg@WlS`BfxS>q%HI$CsX z-wLMDAz2-A`SJ)azSTd?TDCKQ)T!9d{&Yy~)!k{mjE;`dhk|4QIx6gb%w6Z@f1UBD zU(uR3kFxSycMBc*E_sEEwlYxm#ohW@Is=PZC0_j*VPLv6VeeN32GTzSBsVqE;YQ6L zdCuX*``B7Kr=Jc{%UE-_jSSeyNQo}@Wx%8MW%|G%10VgZGEDTC*tB1`NhFAg^mSj~ zF$WkZ?6?-}zn6icExn!03k>LU2OFk67)TCO+4ZBC0f(0*OT(8j(MDQOaMGFyi#?o^ za$tf%mmZE%V8KP_%bdpw7RE+9xj`40V9ShcD%`^axy$I7)&eH{b}h~hImX1em{po< zE)!;29({MkS)eH@OXjDtP*D^Z!~Dd83I?OcQLk5#T$*49Ga@1=#! zKn)~x%+p*QYH<8x#F3gaHP|4vHMi|-4RRBfd|h&*1}8frJ<1o>g0nd?=|F5PLYJof zKyxj|@7i$wsnnr;o9eZDmUS4syLMu7pcb7OqgTJ87BM>x$jHys;%S*~f38p+UX{8; z+%l-cuKkz%joa$b5G39Z;Z%>1^_8_-n(DE6^Rk;IhZ>-yV0d7&aRY7{$o_S@TaQK8 z7A?(T*CWhfu&0|=4?(%Do&QGbG3Vp@y?S>8JY*VVa!Cz%;d(;hxG)DX`%f6$JIevf zd)F21Ne*5;(Ws3gaX@k-GcM@y>^HBLyXtb#b$H|QX@Ud)2&n(Ey?qz8BfbH*&!*eE@bctyGu^C<26Vfr z*1X!=fbD#g;tz545IPt=1c!R~{GLi(rdaq5W=EWE5>QQtm zea1<>9$tajkKP;9!>V_I@3r znv9!k*Wz6GPq}>KS_ttktG2VLh0@5L)057%(9#&OF#cHsw(bi?o^=gMzq)*o;j4k# z*vn5PEo@M~`TVTRV`D~pb&oxnjoYOBttstn81=g(`#j-&*ARHU;w>A44E>j>-`F@c zl(=znn1$S0$6JDWEKFH#x$ZH@yC2f2O{QcfT5rG2-pgU)b8*w6{$3{jz56dOcbo~= z^c*U=PN4w~#^}c+;XC(sLA0ymu(PreT=$HWEuua+L==%2UN zdzw;?RnID={oa*BXWh-dJr^pFz2#SMr$hyIOic8ME-u5S^9q`t?KHTXQRDOSX`na+ z7R+9t;r3rmA=644PUZdy()vJy8GqGG(Wz2Qsb6$e$}NS@Po-7&b<5zcG$!^_hKB3T zE?4?`DcJB|lCX?31^f1gT0K*xV6Z|&SXG^Z=8vBn)ZHm~!}#F)bch1atMg7O5>znX zeKWiDg9>BzIfH0ZDl~n=Qb$tBkS^vvSxPSfdphv?lHd}oaFbnV!lTQCCqQx8nT`+^99RTz82_WzJ~SL_U;4 z1$Jb+7QkLvI9+?J0RBhVqNkq~g0YD6O7KJxinS%I^X#wVpP``uSU{)0l#^^O=2l&* z3a!jR^h(p5`}7=?7)y?;uyYVtuhbHGGZzoDg^$T3=fTtCr;A1Cb%=+%DY~4y0hRZy z?ZTS5=$L-`cN>2eIFt9QH3YIS{x*QtxjqxCXNcV2d70>x+3YedmIdlBa{SCXWu<{S)T~s2vNDn+lhD|7*I6gbrq+Uv<)&(T!m3;>?*A% zQLt$2iWHp>Lh!D?$D}6$pwWMCNjKLAI!~;6bm(pv7(bXrvi8SFR zgVB01s{UO;FrwO%Yh5Lsz_&r0KfrpnS?9>p`-eibh!Kgh@)eIP2|m~ML$_`A5K%7H zE+(@Zz$YYFeetUvTEg%8r7|4RqI_n9Wtk&Hb~IlnvMhr9%d5 zok9P+%D4VMd!qLbDN}LYlQ8{qb&2nCFQU|uCnChXi1VMe`_Q(z6ZFst{YRblgwFaU zw2hkkiI)A>)aTQ5@Yz%3=qs87=q5fH!AvKJ?EAHUT;73DIk2NYnyA?O)iUNrC z?k9g&kpc)o`JL?1Dj&jefnC);A1}gm#AX!ZUJy$Mrun){IiM`8mb zaJcraJ~0xTyGP&07Qu(l==^Z^z~?k4rIJ8vIEwK(&+j)NHk29fpILX57$JWxTt(I= z9GgW7o5pm|Ya({KPvI>56Mf_49|wZ1e?B1Ta0FBu4Nj!Ij)sy&3{kc%0Rqe2KfRH@ zgjgAk=iY+BaNHa^d?h*rYN<12YsJE#=7_2Ml1NxM=k8!Fk3lXeXliy>atJ`{4Yt z;l&>4eUM$fCfgasimV5HL#N=qaEI~Sp0mhQ*gcmR=MCAqsl>NG{bAwGC|dX;2%irs zt(ZIEiDKKIYX+eQoq8E1k`NW*y!={jclvRX?ln2dF$Qr%; z>WW>B=fEf0Kat$;fff_zIVmMA;_^toVsX4TAv>yOyK^vrps&jLIrJ)onC)o`=ynbz zVwZK^%5w}MJUed1rQZr9NPp^cz4ZMFo&4t>>#N)esg{2aWeePi^Pa^GC8d$X#Y5e! zF>);7nkv>dK#L`&&b?>+x)DPRQ;B=3fl-9Vl}(T49)}ZxVFxD%*@1-6ub~+?x;IgI zPWwln^=YEznv9L%J4NF2)|K*WM4bo?6YsP`uD-;E8Ug$3zkP|QigwCyq7T7WJEbbZ zf1VKewbbWP?YJv68Ja3_;qE9_o7I;K^Ttryoi-h<5O`ANlkz@Bp}Fp(?EKDn(5rS* z7~WUleOpAnttt`x<^;pxV+_vl&Fr+>8Vh-&v_obC7DI^&*;f^)e6E!sEmi_ddvc}YGL z8N#0%_us%*Zv}{xO$6}JL+PU4@23Wy{6v_ z5FnwWEW4~2S_fhmr>waNdeYWojrBJnxNrT{2T{c^-kTPBbFK)quf0MW-HKtop>?Zr zK{47D2Nk{_x`}@8-Yzv&5*#w5j1R0XfkI)r?Yr0##J^ZyKAASBpkLE3@rI`ByTAoxWAi z@{{rT&BuTx^ChTk**|@6wggcYfs#xWGENmVZ`X>UpwQu88poN6-9c-`ml@LV_Fmgv zW5rU)yHxpg1ksSGRbeV_Nd=)g?ziU^1rgi6?>aP0fr^uRhMEZ#9`nXu0~4rlt26k! zbSDk=rP?pDBul{^j%alFU5bb$+lF#H%3#>9RB=?i6p2@U{8_P`2CezAG|fgTgt`rK zMx&^(H}3c{)Ii0#PHwHG3Ju*8lH}Y%8eU$dh>RXC#rQ-dB4y|r3c364OBv?E_DCB)F2}FEcO1JJ6}THV zm^XH+9HaJETlk1Fu7u;Wl;0)7I3GFgiZz<+0cvA+67CvllEyn_tcry?83M6%g z?o(b>iTIa`?QB0+qNQpwWzx972L)^MbaV*R569eBWeaKw=fPc&(SXJ70;bPtR>~ZmmQL zEw2BsX(jm0j#o5sE3r`HW6`&~TacU8?}`klLe5Y3wn)=zB;E-~iWR3rJl5q?QZyY| za*jnC8>+F&jU+xns)BC*n}HeED)cU}DRezwg{+mHCX91cxYHc8+4W#Gs0WqShX~Pm z?~&PFg)llc7-XhJ)9Hw}QJd11W#C_;xZ{pMIv&4nv?9y#`j5R6%hcA>(X!!e%!56= zz9iCZU28lYcNkyK{r8!U_a8O-HvY$eK%?TE@offFTql-)Q(}UWaqPQc9|NjgI*<3C zVL((_?{bG71Mbl$BpXv0*!0*zob-d5d(Up4@MJzg)~-1AH*e0cIF=ok}Y z8pR7`dE8F=-c#nngyv(v`nPpVC^ zS=!HdV2lp_MlxGz}tY;x)S=(#RL>5N+BNMd0vM^)Z ztP!Zmg6vNDjjBv0GA&Cu^$aH7?7Dl_fX8TwswI>My!CVh5G}*2ht#Rso;VgZWpz95 zc*4TGMg5m22iUMuIODKzngt5q*p*WnER@s#2zS0=LLljA1i76zKkRR<5s%+AYVvkV zu}~cQ*dT2O3xlFEE<2)meQ{;+p-odfyXS|Ht~MJLVNR!?9$`T$ynyoX9uuLv%%n-> zOcZXp{KSyQr*Vr!8(W#M;cC3F-_F9Z3oF#;BYFPmRcp_6v(WoRB|c-Eh5c@$|LqZD zVNTlH>^6;w78_Z7sqy_Q%^~P^X1!iDkc&hjK_hu$8j)w5%@woY-nrXZc3u5Ybz7GYn@N+i& zi(We~Pp_Uo-~O=Bv}=qAKghxh^1?gbymPa9^wwGZW}s#)4(`@p*v;CQJrrQ#AW{|5^M{ z_UXsGxIPt}mf)R_vlK(c6@x5%H9ko?smR8nBwK#HWHth8+z#2wu~B|d!FjTaS8wl- zU8QeWKyc)d*Q?kF7WID^rNGAQi&e+}BeBt=(u`KVygt0R4inP%){TkP;o+Y2zU!P?Y#n|}(W$D%@(Y4LL?JLSC0dFEn{p}JuZBo{^h!_0bhyVm9PHPW5JET8jG*iqb@dnjdgZC z&W9B(*WuJdf3fA?i$Cfy$m-bM1To<={@uqM{|jjW8^gm_DA~h}cls%;Vxs zcxovnw!rxA0CEA9n+Zp3$z=Fe#F zCXh_0-G-){FnNpHCzim)`mLr9=GHYs;<$jv*2HF*FxWoLGh8So#9H|UaAD=dO1@Ua z#q+c8^3SliXzaE-6aSNoYY)}NhfXx3(A`c|Jg*s7R_yeh`reGnA^NV>n}9I$Bv0B# zK=q-_)34dhSZM$D>{ioe9FZ%JGS+N{LwuH&k4ZDuG#_nW&7;klR<%u8&7h|DG`h?* ze_9r^aWb2DZm=;xA;^85u#40rIDb?RC0(<3~a zE_Qw_jTgtHLBHyBGX@!J{!3m92-jGy+2#a<*rjFJeriVbE~hctj%FMZ7he5ol8dn# zqwo{`TwJDpEIq~JmJ4t4R!s5iAJX!#d48Rw@6T(Do1vC79>w?3VbzU@LrBs=r!M8@-d^zAcA=rc?lGGFXEt@d2ST8|3s}Zx2rmT)h4$2Jj z^cr}47-#KwqK|`3U*1#wdG^94i$KkzjR^cO#R&`N?bl*H@Sw606MX|I`-U6w-u1Oo zg={0Hd>(5_+H%mVE9mc~%z;z#rPYJmEAVge(>iQoCG5}3t^?ok z8S{>Pbed=KT)<0RR6Kn0H)F{~yOIG{`7zA|i>>pvbr-8YmHMX^2WY+Ph@5 z)7Fmm*1g^CJ-1gR5?_*xG&CuSrjqD)et$h5pL6c{oO3>}_v`gOpL_ZO5!ca5MW0E* zb=MRs#&#xJ?I795Bjn*&MMak259h+?R4DA^VV&DULrKoi7Y#oeLPYnzJ)KCyvjd$o zi=Syo^d56tAxFdR>z4Z?6RCK*@I%f(iwb&j(@{NHDz@!fIh3PG#mF|-8R@%J4BUKg zWnD&vyVT0xNzGK)W&ETZ*+qj$z5qkUiw3%2(EI&yG>mB*-`09U#ioF83gfmhtaJE`dOhB%Ytm%9bVqH$E1U2G9>FQ%eYn|V)$q@7;U{PkJ# zI(s2|6KN_E1de;JepHKVM~Vll8f&qUb)ra@WYg|O-{j6()I?EVKcY~v_uJ~T^hhec z2I*X?W>FD!pCjSWc^ay=vi}L>qG80cS->NLic2LtwkkKMs2yrDX~?AFXvLO!cN!Hd zyN;eb&q2d+QwiVrD>QVoK72XwkcP7I!@_gIb$EGRnx9LT28o`vb}bL7NS~_q^8G@^ zYFZ(|PmVcFlP}fRP_cWt(!7lb4L2?G?~k6K;h;femr(!>a8XXJsH8!9g?!wNzf_2w z@_WCQ)K87GU3qf=6+1a5YMT71cx6zZl0HDb&z=%d)*mWPab~Qk*P_9SQ8W6!j0SbJ z)F~lS$Gch%8Xx+|_2HK7)A6OE!ndbx+=mL~qJJ;Wk@`L9JT#&}jt~1~&wVMSVyLam zLZ6R@TV{#|mF6^TTJZYI@ree`n+Gahxsy7cd~xB*VH#rC?5HybXmA*R5x?v-4Hju* zQFRR>P*EMtme9WX_I z){$BVjuWbK`DJxj%aPC1SXhVceUU*2xac^gW%Dc~m5%!4V{h(1rDLv)f6Jm#J;wGr z1iXo;N9cw42z}6zxan)bpGZ391&ba#-l0SPgn-oRTsmaN{;vJ+8yza_Z7$rl^_WYQ ze%n!Ak4=O^`-a|n+>n{i9+hIie&xQUTo(p9w}cj3l-7g$IrCAtc0IBJ{hBQz|4}X z%5n*E{Na)wm6L(m>%^HSD;Rh^xjRoroPpGk7uyfoGSHH}#`HlV19cO+zddFc&?_BY z)n~wjGk5zt>$6P!N{d!zpI|^l^vu>9KNzsQXdm{ZgMms}*Q&(t49KW>)4CLyShFva zezb%MjcZ$XALb#DuC}vel|F%`s5vH^3V{!;?dS8NnP|KG#Uv|=iCW?0j>JeN6feJe zl9k7VP<2O1)f*-Z_B`+`)h1BI`fX!gNMMw0F0g9_3!AMDjf`((!MR;@^XX^;3a9%o ztT;|!wNF{!z1;-97&Z#+K1M*&=Gk?Y8G-IKXPSO72>g_#bqI2>AiJMkkxPe#+xerV zww5gDI{QQw=MtzlFWaLfGVTxrC%L^ z+uc&z+P)C@n;lfLR*0O>Y5!<~)J;3za?g83gu=@944qL*U+3>h5R!EJT#8K6NgPT&L!!GlB;Rh+2A$#H$k6 z(NHqPMsh-^M^`R{z!Uk-pJ%HGoc-=Cx_m7QldV+MhVv|_SSNe2*Rs&DJK*;8Jr>mD zZ{G8nC9vTD$BM^E1hzXcgl$PCmfwluCh31!O7%_|fyIc^j>Xdi1ey;&PgiBZ>x9kR z{23OShazmxRk2W)Ea9v2nT1&Mg_wa!0(S#{eN{*xV07lL*_;o7ADveIStOa$S_&(Q z3DAm8oi_YPAXzy(B7uvAZ(pZNuj#Q6{;gGGXA%pVC!JCQILUdN^LqZq5E$8B^f9o2 z!1sh3x)(hO@JY)B43PS!oX`vXG)AE0rr74EN~C^;lY8V7SePBUci`j%3k@ra`U@0U zP)!fN7@SYu_wnCkNs^lKdpA7GBQPVD8ZF#TApfF4mH|5p(y<@=_i3~6DfrGrd;tr= zk7oDeE^mOG^ty3HEf)A%SF_pW5C{zX-FAZ1yL0qIsH`ig_t#6?XI%)0@d<7T%qC#^ z=)X5puL!iY*PS}|k6ecX@1@sYV4x+BJj)lV#7;i0$%Hnk3A#nLN8|R zTelek!`pWmwx4A|?2&)ZgAf*OBs_{!Ya+l|Y#wKBL%?xvHuSqS0gf%t8UskKUhBTM zBc4F5W(P;j1cBp?OfonG(u@KbVdSK!N z3l{v7;=ON4UoEG}^F)YkkyBK(cOic#9BWeP0p z^-hktMApMk|Hx_mH{|u-cGH+91m2#ac}J4|?|ZD=zK7)FyS_ff#sr!#PI#;#>mupj z2E94b|I6DpyLXa$Tb{nn7jun;Th7PKGb0FC@H9!6kp3q+ehKK2oK$e*o+9Mr5Kz}QbR8u9PlWVE&a1O9M5meBk~#2BY2jeVD$<|T`^2P3 zcHXK!*t(Kj@7m_SP9*E^=4|?OhJa4I<-6}>9vnWks%b|bf#Yu|eJ&>;bW6q|f|rFR)fXNe4&-}r zboC#SWT9=~y}Fb?0rumSq4!DMeYWDr7^%0=6_cc5((mqE?$#ru&jUN9Q`>A=nBKyw z{7}lmnK9GtIy?=KS@k3A3#pgKJR`CFZ$_?##Ug+KN; zD0s7Q((YWE^m`Vnd3J0v-`D__buB*nG+@ofC{2Ho_kSGa5M!~x$s=%D!-9o39Q}<^ zax9dndQ%lie#%<^VK3=N)h%1&44Euw{|j__z}|qfRkDS8@(nl;Mom^k{AFf=_S(uYKwEnSF1J2AW4UX8ep#NYYG?nyejg`!b>!oD< zcBO9FNU|?OV0+AC0zZejUjU)5g@r&d6p9JbcblRw7 zz8mq}$h`z)F7My1*f=6eWidy{>MjpV8ZN^8CxnLk}ooHCkZzZ*1&mU=)S zs`GXWCoB_UrRr(*hl8J`%qvmg}?*a8o{$h5unbV8GdlI&+LX{&a=Fj>lZ}=#9h%i zguBCc={P#ib;7ZV4&QHXKFhw+Q5vtD`hl|^#I92k?Q?YSr+9VV=cVITtW%Xxb{&it z_XykD)9-&P%+<)C~AT>$DvbAzidSf(n-E4k+MYIk@J);V@ch}*H z{^l3y>NFf(JgodRn~L%+e_tdgk^80%KNF-}so)w&(p#`5_fHb>RBLA{I5@`Vaudk? zqP;9*CY0QdC~5iFMp4n`_qy4zycUtGVe&z=78j=;r^s>Dg4ata*Yv?d82yrZqul%u zTO^OW+z_cnbK`)ehd5kexUV{ah2Aw}kHMsSLu_;CTAu@C-*6MG0h@jx*N2n?_ z(EffWt0SZuhK`(*xmT+}U-bUkzPTC(@4xUn@KobZYouA8bTx)@wq|f>S7YLWM{`(c zHI$=|p6$=8h8%mA&hjVKaJXqe<{aZ>`VS zCl#<*^W)H#BbC@B_TPPfok}=0ezaV3rxF{iq9uc$S7K$Lz*$ArDr`QxSvu@r1>S`{ z{YwayW7z&AP)?vs^Jp1TwX9Fuj+CK0IHo7iupGRC68^kT%JE3( zO|H#CIc&rarY6W&fEJ_?H{?|YJ5>hjOIj)P2EvZYk)-HO=U-1P#R1)s(1<6++n4gd8}GE6_9Y)`H+FcsN9CcT!F;RZY!1|Zt6QtD z%7JFJZcXdT96XzEy}XU2r@>A`uKFCX)n1FHPvs!)qC*dFS1x{6PMx?akcVTjs|&*a z|oQHETb9ldD;rASDG~*h6 znwAUmI?7GM)p_VjmG<_Z$wSH3D^_cB^IdYJq-8evfH_4Ak}qzU58U9HhxW8bu}~-|K?kY=eK3zE;FIz%Jx*0&)LoSUrI(0 zAue(uAqk>E>HB?HiO8-xvrgthB5*yJ?b~P~lGwQmKmJZc=~U@!p1CBHvVYik$vYX7 zj`pS9zmjoLSMfqKk$~~ierQyMr zgwq25YFB(6~&N4}@HrPxEByVx?N<+E||F7{=m9C`O65r;GDMb}Rzg6UDnpI;pZ3##D3 zmh@=I=#-@W&5Ops0co!@k0RmFEZNOyiA3oAPOYl)7TaZ4J z<;!*?lB`dL(O#!p*tGt!jayk5US^lCsAmSjU(#yXA1+@+c{|>;l=emYV&0ugYl0zl z%`N|gU%rVicZ2;PqdiYUihkh z8GSyye-2cdL!Y7%btu&w6P>rV?+h`Au}(#W$aZVY2m7RWa$iQ3*7L(*{jTU(z^rq* zH>!*dZPwc#40+Ed2FEKrVSKzWI_;G$s;JGY#aqnK*RNU2U2TS{OyTWQX=cdb{5d-!@mHVP=bw)HjWT zmR4}}F$#LtYKq`cHk~&QO(9XHAad=96|{GT#yKuJVn{(*IMl`+i;-=f8nV7<^R2h} zy($nBp+&Y+=B@~C9w;*7HwBx41fSL)69miqJ#|t&2Fqolj#Dp9P^GFg`o8`W8h1I$ zw%&3?_*@xpB)=yd0|dW+`w#%fUPYcGpMsI-WTSMA-4ovQSHfKpmQXvj>`GYvQS?>a zSR>_g6gf}jg|u}^N`2y3dT$Kx5B%*ZqK?q7U%FEH+XWk^LqlG)cwwIBk4jv60JPL^HR4Of?s$J_>`)_mHQ-*K8G;q1?^^s$DMjX;7;>oDQN|P(9%%1Nq2*O!g`&U>*VkEUM!uwYy*jpqaHlQHlRP@ zcVS=ag8AFUbaspDa6Mab=lEeCeDvy%2@ed$;&fl@G1G9&$Ywn|uoQ^B$;ToK4cuVo zJ@Y8H${BVV4IUo%ouS=-cu_Xh8BuS&-sK8=VT^b2l>H}iy{*Ou@1G6DxsRC>!Mh`n z>U^I4&cSe)pC(Saw)w+YA+At+$`jnJF0WS3T|<P+FlLkw#gL2(y-88VKNuVqmQoy2`7Nf zN>6xjZYyP`|KbI`&ruZB*)GN03rUn;q8Yl2Vri6xj?1%F+Nl(d=i^LW-vr9b={^%t zkx0rqkzj+LC#@;xx))C9vqE6L#X{$MMhyOLNa(B$PQdQSyknI=<01bsGFq4whsE?| zb6p+5=#yGAp7cqTEJX0>55HO|WaQlUS;?tuvQk&;pOD<9Rjs=I?1fHkR zrR#@<25hl=y5;8RvLIxP4Vh}&x}$`)?wgxqJcc*82xS=F#n_CN%gcsnoRV(+drK(< zx7w`@mDGIDvgXY_Rd+Ak-#Py@tiYA>w57vUmMawbHaV438SyY`UAVq+cOo{Au+0gq zPQu-3h2ovMNvLx@HIq@0jGi}_`_E=4<1_VYuH*JZyx*IB|5Z~gHXY7*%Kz^+^lZ)t z$}dD<(^|Rt{z)>&-^;{I4n*V5fh%@9?nR^Lcq>!SIsxh%J8kyQr=qERLu%Z{ESN+N zHhCsyq4^_^?IWd3WNS-$MHk-#&#=hy!Gq}-H?TK(E}w?x?NNHhd(v>XEhc^XdJ3+8 zS@!h5pcGQ?d(`mR6olMu$RBx^g8ZSf9+&qi;NrXfy!?0yUbw}KD}<)NWZ~Vr!Dq?P z*v{va`;+XW_Oti2yyMV+xmPtzIvz^g&9}I?H)Pb&Q8N$*Kl7=DD2ViYnVCS=ycS<2QTIQG%x=2Lea<;eYrpnB_FaX~%xx6Rq0!`|MF=B5`^=;|wHH z^=}R+>4L4G=FyixE(%-AoNCY|MGD)nj_Kyp(v(JZ$+%cCQwqJHw!8d;9mQ2&xGIEk zmBM!N;)GTCRf-5Bf?qY;mZBD#e(uLk6N=hN!=bt(7b#WVR_=0NTq(h=Yg5M>uTs|8 zWz4(Q+fmjvXl_)XU8Q*68Q*p)$&Rw}tl*#0W)F&Qa@V%527d}Y%Fo#%$e%J`^CdG+ z%Adl^H@QA*e*mR7K<}i|CO=BCjJKL6PY7kL%c^6sKH-#>`G7w^VsB7JJ${JfWJFL3 zY8ROPc{eG4`1n133*V&tx~d>7Dte3Z_>h*AJcL6xnB9eQVP-@Snrz^ zs)1Rdirp$<26zKjj%2RB2bs@fYbDZMVce4LQ~ z*!G>=rxJg;9rF3Ba9^hMuU8 z+eQrbW>6aakwUwc2TE*|^5F}4$dHqLrD&A{lb|rO-kCz^+c_$3+;boQ0{{U3{}k7G zJQd#?2XLtn6_rHEmMuj}NhOaYgd`P;Yzaw1QIs_yRAennvL&IrxLjPG>)Q8g$v4`N zY$;h%S%35U>;3wibDlHvnmIFbhQENvBvv;a8{0Ot{k2F#{LZ~&r9nE%(w9${sbyl+ z^{D=7-e<^^8PDogjz)@vA(f#Whw`Zn#l5C+SVfJ09A^3q<@vHt{=62Ad#4!tV_o9# zx!Z$pZ5vEd($I8&b$C`}I#T;@d5hf3 zM5PCB{RfKEkVIJ%G5k9k7w*hRg!|i|{I|Yq2S)8tz-F5XEB6+JW%Rx&^K-@E>hWiX zP23=7zK7|<^gy-3{9gTbKTzJQqF`<53=0AJikhLJAn=(je8S=?Nbl@}pcG%=abVwW z6ub)ctF;7bANYbiC-=%U_FT;6-5FP5 zu-ta-(3hLIM|Enr_gWx^_XfTQ`{oXeW9v@syzGc`T|DK^&+g+_4r)j7fhaWGbows{ zdSj&WdM~^ki@j&GoiFZwiCdq4nAmBaiGSAaZeRM7fj#-|W5JnOcqvAHuq!4Dy|^CB zosP~zov3Erl|>o&{NP>Bj7`bdd;jx}j~a={R*N?Y(NDy&zsxNOtJ84eSC#%*p)~xK ze$ex{VjAulS|L|dm5gGuj`tt&reHve_zJxL4A-ChwXan0DW>n>8t(CZiW+o5vqN)_ z@TGMCRdnVt)`#4?{hKQcg@*M!K<*)$c$Dbevc84J4t%caa1jIYM|&1(7Xg%5+RbZC{!2*pd zZ#X2u#|klNfyeQ1@zoQf9qviM`Q2tvC@UVEx5RhBn@D2|0}lWX{Q0U<*fi>FdXU^6K?j|9oSBsmeT?pdAKj0q)&~zaoKs zU4FLIB^;E03JlwP3Pdnm{VG8Cf>s}A!tUNrAKLSuDuAe)&F9-$e4^Tq$qp&(?X|2%q zIJ_Nr{1z5JL!XDjm5by=JjHdP>wZ`YaweoYWs#Cm;DwTv@q8lMf9OeGzcCRX#fKL^ zRDOx~Ob>i}RFQ~9C-$e0jJ!a86>-nu%rrdld4GqcV?J7bKEuBzmW;2gCbM-Va&RC2 z+jEB>y}|9fd|!YJ3DeK3#?XcGa7AjYoLAvnlxx?>#KRvegePUa6H~j?7s22c|U%xCvtMQ-J zTD)br^_W@qHNA3dSC^@L_q_ra3_QMB3No;E;48;Y9tLt{*)50nBifkur&xJ1kxzS%uCT0ecocS6qxtw_#!4qZU5=}R#e^Gr2U&B3 zk+-#{kEd6mXq;&r`D+!X-sEO|A~I>^_1aw-RmjS|JmF2acS_5t3+;`szv7$CT1yywdlI##Nd2gEw1}# za9cUN79G^=x0(_rME!evw!RiU!mDCa31k1HIF1vlcFDXr+)#^r2loXwMbu(u<(^8B z$Xcw-m0ffsTpN00nMxezgA-42Wg}5HGJJx+sTN(R&XkLUu~){VUlJzEymk6axRn_d zTBcKng*VE@6aG%RxfXAK(OkQNFm^L-rvuR*QejO0bD|El_Zd1|C1fl*bS$gZ zqrKswjQ;$3v}w9&6mg&)t!@&Z9qf8H&3^2YrsTV>%o%84OqCN<6T;010E7PaVs#q0mGJU{s=EN;37N8 zeBXQn3S?E$LjEOO5n@y(vHvHNnYnT*MaIMB40jy-GSX9`|8q`I?z8pbd=|8Cx(3}{+naci8;#m zFRC8x#E~6xvShhV^z{7#q=gO)mtsVh4|U*f9f`ZvMjf~=b=E5+vjY=6Z`ZjU>cnk( zAD`yD(}~eP_qm1ZbfMi;i1Cg4UHJalpav_U3xB;i#_Ay2-T#a~&S~mI7iU@YA?jGV z#t&-dI&i(?@9yWsafI#SGZdCP5cAw$PVeqSnXEDU?-x69ri=0=`D7=O-I0`C+<_9t zI%4Tr9q8k-of+oXfh#|qT4(9pfvvP?N}Xv33fw3+dAYj-ht|AI=M(NgQU9*G${k_O|1@r>FBAKDMLAoMI!8+p&V&%Tx?$ z$6s^ZS6vm`(TaDu{D??9stRc3?ONTA=MKu)C$red>yjGwriP6tYhp9W&TOP>j44Sy zU}Hfw`(2Vb8;^Ud&QzdB86^?Y(29GreIp%(Tk%ZG4Hu7REvPCxbIWOK3yL0H z6CmB%j6;pLe;x{K#)*h5ZfTWfRLC{|5Np_s`?-1>g%_G|W!xqI-q%f7m_vQia=r<* zcHK{)#57{Y*$Liy_eN}5>$8&G*MRB8m(J)g8nCm?7V>LJGSQUZ<4D{yVg?s-3(atx#LS(pA|V8!+BbJxepP}4O$PT)ovrU<;asyR`L zd6^x(UzSQy=*@VT)!H&l)^u|6oGigSUL}#I3nh3c{lBRQj}jDr{`cU+VLDDE#F$l9 z7o#3qBs1(_F%~^Dv2K1{gx_gO&xC13XmnG|=_j)YcfGe6pgg1DlIC8co@^Sf?{*)L z5}{$bm_`$KWFc;?w!D7LhKlYHTvZ#|DVV_@rpSAYf_r3zf20~ya5bHIs9ubW@1qsZ zb}5lD{lE5Oxsm`6w;oV)QQ~4@Ysn)2ks59lAJ+ zN|tl5Tt&>GyZsgBdCJc97`#T;17_lJVmbJG|GRxZCbCgH%gA_P%PYLsu@u<%I1`Wk z%#BmA%s?Ldy7>sXbYlNwb-2Yi9YutGM(<8f#?kjj;@?R=$8$fe7#%LpaXJXDDAAtd z4y&$t*E4Y#)^6~{Iw1}vGmp;>t%$)g{`Wgx>Br!o#SJ?fX;D~VZ_?y;Ed+&@q)Pq? zhT`W5lIHM8AkHrHx2fLtM&@;=qrb=W(5=$yu%7272)Mhz9Qa`hQQJ~Cw<{S#R8Q{a z=sp)1+hiZX9TNoF2M50dw}pb<(6*yRT#vvtJK8qycq~Y#@ysN=i-+_AiPkpBcu0KR z*}Wq)5t84~B|kn`Vm{>V_-fK@)&_;l2&%e{pcBl`SZm&rg$EXv$w zONLWEEjHZx6tJuP*7N5C18n*z6tM1bc0Vsb1wo-}Pk28S!I6P? zZ%<7Xg6y>K! z6u8iJbsLNpLi3T;BgG$SaAj@Okuf0(@Q+L>#P1|SO<=R`m>e-L2X&i%Hw{koPu3o< zFM^xk>*88j1O*(bGNr{u0A5cWo)pr6Jg_9Vqe|DE zFM(O@>uyuWOW=!+);GxmB@jMGBDuiHZveu^>q7yAOl+0S^5K^_Ho6F>6;i((Q#sAHQ~OQncEEE za)`=!_^o9F11yhPls?!}4(unQ6A1zg$o_C3a)F-#J_$7sYzPP5Q6;O_Gl1#%>#ZE2 zbhV~r#5x9yZ_Ho)b1efdW>x+%0co14-S!*GfpLFYw^pDW^zIs^%M(V% z?yrpCFNbEXZ`R2?3|Qr>@N=1)0Ufpy&n^@4Ec9vCb1^{d&IyL{|MhyJ{D-d`#y!=z zR8}(}KwZ0TeiZ{`wRDyKp9hYQmCF<3TJMy;)FtLKUEOrakh=t2{m9E3H!|SlsvL)n zLM5;za%Z-HR0)J`&Ra~}TLP9GzD5<=C9rJO9|Kl&xVHa}yJ&C`TpyU5SV}E|7Oxr? zjnX2}b@Mnl|A_`?PT5uD{-!~79&gJU6)JeEP};_|sPOa5iYi+h3Xsaa>K}HZfP}tY z#k%Vhkn>5~LAgNzpC*guuWl4Lyz|)QeeM*9@Zx;j5=@4wx@&qD3Drx|7aQ)AVZdJ} zaJTJSxRoJuHYSJ+a=+9*%?6U8HpVqKe7q9|b{CsX^LKN*&9e!JQ0 zM~1^6Hk7LpnjDF(WnHB}^;m3F|2;A!$$3bd6X!KLV^(|5kpcl+N0ya*$grl4Rr}9` z3Wnu>EiTwmK^?%b0298pJT{F%6vX=^+f?RKTSJS}YW-A8Fp_2N^KPlE0BrPpp&N;EY@O<&gL}eK^y<9J0-*j+!Db*KJ|K{l!m@ zRqrz4^0k&1XPhhH;@7-1!L~~1$z|fy0Twjlb0(Re1)rWdUzZrK1mka228YmByKxY0|(57D)u+mK*!b<%)#m!Q2rSEDxsnV3iG1ej+YSqq;p3VCTn4j zNagjqAGI)c`g`uS$T~3d)qj&bS_=^$idANJ)q_Q7d)N=RQ%D_Tv`6bdA-WLLtU8tb-65!xM3o9(_&=r$Agm@xIxc2NVuxKmEq{Dd~y zR{0wTYGGV5<`0iOM0M;T+PAGq+R;Vmq-`QwI?jBXR%JKMc$AVtXwv2G$O3<~O{KFs5gg9Z_Lhe^gn48~ckjY@e20z93t=&uz zld2XPPpbf>R$+d-!3s#VNuzufsQ{a?Ni(tY6R^J zFtF;E=|7t?D7T`FSSQnAgLz7j>;N6AA4_jGl`DbziuboGuG7Jdduus2y%@9teYPa6 zFM^c^4Ts~e&>;Tl&&sXEGzf9-j4T(Xfn4g55dU;yzhVAG<1+^p{w!~{Hus`HZ~0T9 z3T`rtZi-iX??Q%v_tW`a5bD}yJm|vdA?>X=Qx*)OOyr4gHS*Xo@Yxjp$+t)vP>2?c}Z|>+` z5by*Jm2EnqAC95srv{#lTaKXccxcXpmCi^v{jdD>x~sTqBunF!q!T{KGpk833PtJP ze$El&UML@^ZF$_^3tP5DiDkJ&;z_<GgF3T-wI z1@WwSh4#Lu!sXB8U~nQiSi~p?_1h9Oj~~fHftmOQKK&eQl~$NZAInAlm^52q!biEE z<`+kE@xF(*#8DzY*md6Kg<2k(4*+O3m5bt+B){P`&T#(u$zlns6pYsO-36p=bZ}t&V8On4W zK@yH-Ytq@pB(!?9R2=~OeyzL_-UruG6)uG~G(~@8tVaiDo-B_23mi)%|y9xir9lK|xN5yA9 zsyT-VJI3U@T~AVRXXfeczX|tv^xaxBO2rd_3U49^RrE-)5z;giDQN!6BSXUgG`ht3 zor(>-o}WAk?UvS>^b@XYWy%~Mr{dY+G{tRlG!%B_4!cGepxP2yOenaX-v6hHh7I{N zQJrcUethhhpGc^4=tAiP;qslgr}b-SsHxdGnoSs2qbnqCTZAe!nO{DHg$)Pqb`d6h zJhfq$T@kXA%{%-EwT-9$yB}YSKH8b}QkRRcHg|fLLP9Z~FP7!IPsltKDL+7%zWLBq zy~JYFNc0(`5xQ%bJgD7EN5+Zu=9>HH$gSV{u!8XJ6p%rMj_dkmomqq@`AnQn?5AV! zPT824W;(jlT_0^~q2tndzY|e}bXxNRo>n^Ur*TQ$CG1q?6d5KQcoJ0lHM$gwCmXNk zw9#>FcwTyuuo20td=^V^wUbScTudqM93%%X5!o$;Z)Ylzn}a#~n+b1dC++z~=)fmT zS`}N0tAA5}a1m~LfK9RTWw`%8uNfCYrL@o=dkJ%S@{aWyF>pn_m0=j6&W3;<6+-4u zfl}2z2KJu0H#Gc(f%o28{!JznWsc08Bg|eq!OKtB6WVjn)~y^zi@zF35i-&S`aVZh zpcJd;5Q%WhjV94Z!bVb0raNJ7ykj3z95GO8nEmb-@7Q)GD(UAI`PwsapmocE|A=fmD)|(NJtR;3((MMq$Q0hm7^2^Q{FwP9 zk=Yq%fAPLy;tkJ%T{47~3^j2L!mgn&ug($X{N3H?M7V>~f_KHiO5C^4)9(DeN<8Zm zvr3W3Y`((STa}ggKL7v#|Nj)%c|26#8wYS9NhOuCL`6cIgea6H5=o+HL)q67QWTXX z62^>u&z7AT`!*iNzKpD87umj{lqDqnp5I^Z*XO*>eeT>l_jR6g2C|!9XTPY1Fu8@u zPpJ3AyB21*YM4*cJtl)vmG#f))2d;Ansq$^oxGgT-i-e7HWg;AsfHdwL8b$mH0a$e zd+jae^JB@Uk}z*O-fuCDa^xy!->R*Ka#O1U=c_cJonTS{l+pM1YgR29*uPi1s)OD; z!x$WcW}VogJ%#T3_$Wx?8VwR(Zn1JlqYZx&OM+=Ydcab=IfMqL^Y@H(QSXMYrU@t| zWisdo>Nwuics`T{%SX~S`J?``E^_^-LD8M3qG2=$(hSdcMn|<4RX^*{VEc!4_anMA z7_9$P?1 zYCfKjs}h6tjHD+?sCiE|-zYjoNYp(QOM}XFhj(r$Bs0~vpnRpn>pXFI-;w$=mMHr~ z(4!($$)r1rIi3a&jK+WJpc$Q%iwURzBR%B@D*gUB_l5T~xHfe$!XJGzlKOP+9u1B? zE)NZgx9gIUAJo~CGcPRFTwLmIrAWfa_JM1xD~e}9{! z^%jy#B`ELiYUSaro@~Z6 zco9%6Vt}p~8(!}1tA-~%mMNnB)gbHPaNrp#!}KXsRvpvuYEao@s^n-!1D8VE+cP-c!L{)3+)y>Vz0q187f}tB++Rt( zn5Vv+cD)c;4eQ1&4+-et&bL=aQBsx2b*U(vcZ{d)^37^EHB4%WN2kle>|~>>fm`R; zTqMdF!^gr9Qw;~*g5po=SA%|=OJO3ao+`A!cMIo)DQr?J9pZC_N@XFURS&0Z>wN=Xe#&x%J!#BqZLi?du+bnuL{~XDi2fI zs~|2Y>}4rt($SGCTi;cIc5qVM9rT!>^xvHSJN7WnQWfhRvi7(3uY!BbGwL#zs^I;2 z<1iW3blR*eqgDmmuS-Y%bO2x;9YR z^Is)sWSzSI^jjr}cXBm3&QyYwkX)E;3l$>Nch)G)Re~4C;u)^*mEbR$$^L^*1(UCa z9}C*3;H(o>{p2GR3O*<9kZPxbzxYn6dkR#@XU&=BQ=~$VRY-$NCl$^H7o`*`QGtoA zyf9pu3a|cIeIQ(t*| z+ib@&;HHgf1~`?$_uhKP3zthlWUS~2zj`Tj@~clB%`1U~KK8mbv~TQ)cujr@$nW+% zs;yZHnHoa#7Ya+j{JWgX68iNXBTsr!324{dTDVhO0*B`=JbHAn1WG$vPaHZ_0zF0> zmpjm4(FrY2ff7jn$XFvSSOU(?(>u@oC<5@l*qn5@1mZ@dXAOi(Kxsu@hWAJbsKswf z6Z%yITW@ck8AT=Av}|J+iol6Aokef42o@T{4{cj20$SI-s0!41B`48(xd?2Y85phI zErL@@|2n9@i@)`2~;K zLbxRV`KfSSAuQJE$I~7ZfyUaj*CXR1V154IypTx|_tLN;tn+XolGbz|PTGa&_#xo3;) z57Z(cVTS#8J`7Y$=oO=Fl4H|%R`MZB@ptkcl)qJQE^0L&B92t0HboSG%-x2omXQTe z)37RU%^>O6oTF-|+4kGL&D68E+_9=sWuwT1(|D9nzoUF>-B4LydJ?ABI2T)%= zxwCKY=Yx|^33Dz(0nBWhy0-8jA3o@Cv6GGSA#Ao`<&jA~=(L|3J!P5?0){(Fv=8S2 z3r7!uMJNw;XIwg1h%)#%TsJt92NZ>+-weWekg-L6I01EanYf`Ok_Rt_kB2?C$_I;= zpD*!R=fmaU_yqo=c`&alrbY0fK;(h>OJcqhNaL$lqoeU9Yj$oHT(bMo__22$Y8eD3j$ z88UPpsiViulA+k4CG^4^8MZZk|F#lDfq+-7t>HupD0gthNs}mG&|qd$_Ja(Zgs#Nf z^JFNG{CIv9O_-I|i~LCjsUaa|*V-+*t$xpfW{K^?H!(wnZ{9*>&Rz99z zIGF`!*`8h!p3Z`6Tx5m+)G{EjV^RLPdIpU3@JkOYrvYV$t(4448fctJ3pcx(0d-%F zBoD8p!P)BYb!P1h_;Qf>d{}BK`1neA$LeH2pWYVM8Ql!HFvq*oWK%j&hvg@`vr@rW zHKy)VPAV+EkPQjWO$BfEZO+V;R4C93wDHYL1*XEE5+VhupvtA(+_EhldTe(%b`__> z0?CbIvNRR67duYyu%*C&b=>6b?J3az`Zp<@Jq29ZGo5QVQlRgRc}P}K5_AOy&Lx&4 zffs3FN5;Ms*s{hpceNr3eiq5p?5s?Jy*CNbbV!2jiN)cHCW)}pU?siPED`=QPW(P% zo(MMx2a2046JhpwSZ$MaA~^Bp^NKm+_B5{8`5>AH(>UM8Lg7|-SSJXB| z0dE;gc_~vA#14I>J9Wo^pk2kusZTLr&bm`%*S08F8B}ic+7Sh|1$T;+hhsqDhpp`6 z-BECT^_A!hXB05)aA~yQiUMV_@7g3!6v&^m8s%{a0Wk&Dw0Nfw_!%>B@VP(~D6rdD z>=BBBZ_W?8w=BhgXrk4O_t7ZW2skuub0P}%vQilNy+hzHg9ZCh-w=@WTs9SZ7XmJn zP!0aT5D5MuPnrt~f$(wpE%Cu2ppY0kAsrS19>+>TDk4IFQSj!1Rt-YyGScxW0XJ?(5Xhsv0_ScALf9PZ^#g{1Ai7^r&SW2)Z|2Z{imSe8k{S zx`aSz?His~3JHYt&vVzrA_IXi-c zsHI>X4yLG_qChx2sJA7eJP^`4UCp;2@&w14SPzT3K;RTuz21M+6B=v9|4Mxfgxjvf z?jIT?(7FDehovtNo?SMk{u~N~&X%Q);jusn=lUnuG8G8AJtCfpnw}t#F0L$m-4nL& zo91HE^MoZf&o>YL1cG1;cen}z0fYy1R)sbbK;(1vgMV8I;Oe{}_yG+36#p`W8><{6TF_Z}$Y|t!sMTJ)V#zto=6E zl>lq?S_A3Bo>0-*mUzaK02gv&>&=r%5O+%Br^*Mc&lDXO8i>Cqt!9--B7n@z^xTVC z_?=9ZEsI1GU^(i;7$u$nQtNgd+w)0qDPN|>qL2jQHK`n}*#tP=JO1u!SSYY7b8!1r zkf7ZlNMfpz1kU=GwB@Twu-r9B@~k1jJk!p1g>@wOCOrJIxq$?|7w?IVri6l=p$;WC zH57dIMjbFp4~3@6FQ2;GNFZs?cdbt^8gj~iW!c_}2DP^gPGz~F5NW;0Z$b%$x)bCA zGlOXOD-oe8U=$4>JQ5p-MWHaJC=?rS91Y>Va^AO0qk$|Sr?c5S8f?=UR432G!Ly84 z+YMymK&`{WCH`z2M6$1zkj}+Hm7zyPi%m38s}JVD<#2ldfe9%g(T>EB(AafLK5usJ3XT!p9BK(=NewfCc&CS_RvaLGW@DYWFFtzB|6(SvZ?K=!RmlWU`diDcnh7zVyqOEpOp&*L&tJ-fAU%542lN;<_x2+C zbN3_Bk?CxZ^bcBRmcjkTq1SfiXfCtH)Hl@A=I`m?v$-HsOTYMHCL6+H>fNMeb3s<@ zy_zWL1fXOyjRqf+S-8TR;^ zaiyUCZZ)z@YGjCiuOefF3MbDyG~zz&pp!t8fA&AaM^?VF_l@uN(g$A z`!S6_m;$y|9~&~!RiSwG^C1+lBJ2EVN3TeEE}4Z=z<8T(`Mz^`5b%-YlZC#T4P{l9 z%>%Ei3x%KlZ@SH>m0TXISx=^~p<>=0t3L91|KDeYbDYnEZmZWXszz`g=`OGQmpq8z zeOi-?{&wjZ&fwFFl>WeED6ixuS3ZyiarTPB1M5j&1IH8O#bH zm|IZD0OkK}@#;uJ0f=$AhHo}61RJZnZ`9GcJv=wv(P~B0pNS|ZXNpNF8cAAbQ%fiU zuj9v~FP|@lK{fvE_t2*Cq|a|~JUqQsp%4uq@2{Q0ai(a`1<4D=a7Dc4i$B`0yg7PX ze=)?pA{#zMootLorcrIJu>gaCVmP4C+U32o6mB&-WvLDp1L0SNLO!b2^y~%qP%%79 zz4F5W6)p`@bJ~UH$K7KdIvJ(#A)n~&gLX~#-^@Yx`Z0*tpuP9JJOOR%5R-{Q$%fy) zT}BBX8N6xfrBE)VRKGFMM_V&!!v-TPM$PGgN@Xs@jL1jdCbzY)cFK zTMqBdo*y$=FURxA7n>161w6TnY<#tuV+^48uU8PFMtZdrY+gS-K$5a^({Q_9w&6L>v z6M$hZX1?KBNCaw|o^iGYeb3k*k8{G|rJF_G&mgF>8Ni zM>Raz6t?zyTQ%$-*YcjbRt>4U)^*sms=;fT@an8)HB@+U?mfSs2IJd=zDDxUz+FE# znbCj-F}K)HC*GxjN6eo>!#gyfEz1~7+@?WQlXBkN7aI7gmhq2_&_LV%_KpU@8i;YF zuNj-wK+ar&Z`+|7sCo0$*V&{7z8v6qK%cGw!Ch?W-=}Ke`VoR=!_iux>Fes5OxA$p zoi%?m(OTGZBr^ZBbuFye6x^(~s)a-*DU!roEtK>-P}XK^;n+8}jsf&xxAcDqRdjOEDV>B%^&mT*K&kDT-gnRwQvW&op?4b6RR2iSL$n+7&Xbb$prIFGXNc}S z7<)4iWz7-0MRBYLQ`G~C1L*DtC)hSQ)kEn>dyXJ#$~ClK3AJC%GBHHw=pW6~B^p3G z=z>3Gp&rsceb!&WtP{s2aa^(i@_x{b%+T51jJGN1*olAq-%yRY`r^}44L~%yc=hTmI@16g^V`HEoEl)o)!fe=y>qaDuLX??iS6Th(f~ZFMqr9&-1Y9H zpkGpBc>bX(i#6ez&JDmn_qF`dLIb3`>kz3Z&X%{gxM{rcc}sRMDwEsmm9#E6xCvbzIwVVq5$Rdnm7B4GJd0Y zUi#etfnC0bgHTb&9HV~J{p_0Jk(CAz4~t!OkZuI?4Ug@B9(7v}+a}Wp-ycl6-a_|8 zUyVvZ8NOuq|3W3wJB}!xZG=O@9##Qp>qVRJel$usIYs1LBk-E+oI3rq5g2#vN_R)~ zKa4B3pp74or*b`OgnB97HWM_Nku@pJ5%%V8&e^}z2!+%QFh&2KwA%mAwGqy`H-@V{Z-jZb`^PUVH^P^jql@0?AHSO~ z=xDG{RVU}~MktaimDiGL0t=1AEurWQLWuAHx|N#9cIZqKtcqI=8>5T-+AkAP`|QiU zL+HNHOt;8-O+qvlsI-D)Q_q}Z2)@v;=CzZKwjajIaw4<-41@35QtLosmC|#5I1SQ1e zSVp6}2+DevwJp%uY*|M)?9y%lOYeA>ptG$&=bg-3+h_rDakfoA=FLSZmg}h8 zx7ZK7=UU;P&vQ9RwEOOlvA`q<>Lj19-~a($g-}1ba+`WAVsUEL%6MwXFKMN zp_d}!4Rjz#h+K6-XNjynRMe`cG;wPq9c~UXbw~!$K{xW4L<;7f`DUeIhBhGYNOL{0 zsSRf39=@?9(t(}Pg=e^l4$Ca5_fIs_fx=Ut<%*UJep_us6J_UAxLWAY$}4zIIhYRZ zv%>B9m`mOt*u~gN2R{}zZEaL}k9|NKn%UvkG>aA|*fYz~=}_>Vcg8G~4t4>WLIvo~ za2W%}Fgonpr2d~{8y#d$3JcOu??HyU93Sa0$KD%kh#o7Ma#`pT8zQXAd-_Y^fn)+9VG4Bzk=A&VH!Izz_TcD6KCvZv}>jX!phM-Y3 zmI}*go)>$B?&%iLIw^W88x2_Z8)K5dI-=g;w@@}8wVhe$;|Zh3yH=Wk@2fAnDa!E6 zu&)SBCd?dRTWyBy^smx}sMTTn2)3IdrisMR=pYSd+R$`dN)IN*+-WWwC(gGulV(5=xsa1tN#Y;1$wi6Kz+Bo%}~G6 z45vAXW)bLwz?DlRAG}X2wdsszGq||az4by_WqZuJ(7T-*v2@>N5I)y5#`hN2AJZ>q ztFJc0bA>1K99qqgcg(8fJ}O@-K3TiF8Fu>LxXrl-*QaGCZxfWUX_sRjTIMS+y@|6K z($|b8uc5*mF)?xI!uI3tK(@0eo? zN45H+uS=UYK~%%$Ixm!0ubia|)ks+S+n&$_z5ha=Ju+(o>F?Bsc8NHzg8ZQz%}{wT zvNZ|U?REw3Tc{tWmd*$Ce&J}hibWHc@68hmMnwa3FB6lSfOFw8i@0SI%p|S{yQ5`a zJ|Cl_%k>4c{Z>s-&3;tR8V$GG^|b_L9r$Lo#kvU?*B54QqRf|yMDtEI!Fbc)@-NH@ zU3p5^#IWCpzBv(O(*)P_^Zy%0TOw5{uuaGq`gkIFr=CTNoLqa+Htd);L1A4=P?TSZF(pU-C1D+Zk} zjnkAb!T$Ny?~Na-l`bXaBiRHS5*~IvsB+AU)Wg^Z*?Yc!eT@2L+X+{pZ1K|$?AZTa zT)5DD4_!~aRIpyw2=%wA8- z8e00oUKF^0-FWyW>iMcD*|m-WUCj!AThN}H>2s#u6cD(qcjzVBw0F;)C6w|juu#Q^ z0)YY=GZCnCmzBr_YW!EzOxBkIl7v*G8>%BKzbBxP0$;CAZQAKafr9Ra6W7pQ?v(rG z=#CSvMVtI7Q2qDhj6SOHvROD4m8>Z@nL{%f8$wS!rGQ(HT4;bK1uAdH8^n+l$bDlO zFojZLUR}K(K!JC+*pi!2i(JunT+i@2>}4EQX!jFe^&<4^7i-UTRNUhp7jr8GR*q&Z z#0647%>VL%8I;-Xr{jM?6qw@^FZ4l^b9XKGq1D~&8Y00s4o`PyIiZgl=r{pQ6=l=g zs*B_2^orFygaV>c42d~tQ~NcA6_j!897Q!0@89hEjz~QU{HZE=x;ZpeQc)BzKP>Xy1s(phQcoPcbZ_h5A#XKM}K7BZb0tx>mee*G; zfZDfZ%K^-xHG1|UW|+klik;Asz)u@BD2s}ZF{?QR-XGt)a4`in^rf|huH1<#D1 zPmrK!+ay+nIpW_Iw=I__5U#E~VubQ+8&l3iQvPv2@<;U z63m}TkS0W}jM4fan)pm~MArFis}%(dr~kO@u%>_!>vZ-N)aky(Kq)G~?ce&zuOz&`{GvS!bz;1JavbgEI%F<8OM;E6t&BSwtz)8`b`|eSVCk&D zHxlPtZ%98g=ScXWS@O&pm0bvHEJhW34{dCq z>uxP)&ix{x_Up-)324FeJM~%gOIy~NBlCD)V%a%QQJc3Ow}(*QZHfO3N=dl+UW_3F z74+Q7K6IA^CPhE%Gp|Vye>cW@b%BIZ=1i9f%+=;&0&-;}yr$j`bw~es@8B!BPr?(+ z26LJRB)B-N+t`R@CzWb62dd2UhI4XzRJ7T-&SgIh@aWr22>i!@b~A zj5$+GIdcQ$@G^KY+L)D3b^6;{NUbXwnoCV?XJ}d%skt5 z6gRt*u)`w8;#Lg_IZR(9Yf;VppT4mJ2_KG0$X!MQ;&w`vqVMhgUSz5zAvG^zSosMF zy5b!lz3507r%hC(qIH|6zl+h6AaZ*!%NY${9pBmONkXz_k)emVB}r zy>mtDAG0^sc^TIM6I6s{;PCTJSQo>;A1-3{*YCGI$VdWvD*LT49}+g*RAKGHJQ*ro zDea5(vbwnYA=e zIP~S1o%S?3-`{>-kAl|=bgA}!NB?Tx!GT#^Ndw5lBL0V4qW%|JB+v~- zNxPxjj88|mqt)~)%sYcgxV<6odkw8{w*FU+`nkqhGlt-E*-$SrK(oGo>I~<=dR}PS zJdVm<={s?NlY~6EXMRDUBrx7N7dDK_WKtjR3nL-e+ri>K$|h8x+Jug?j;e5l(fW$!yGzMI+gl(E8@5 zCMwTKpttqQh(J}1>VJ)+pZfBT$i`ru*kqdD;3L6N|7~nF>doKW$IOrO_tO-M392U6 zaHTw!gm<(1k~hVXa3ywpSRc*EQQw`4KD4ZJnnRDsM0cKuCxJ$0e#>J4JZ|EkVH>)w zNH&6R7p}MaINI&dx5r!P%Fstrp8FUCalHM_^sQdtys)`>vIxCp*(A1(?x)^j(Mlx2 zp-y}~7WK2;HaNJO1gQ@F{yjn@7<^5h_e#QXc^ER+gSri|_puA(c^ytpUPRAy8cJ3t zYX`Rg{D`q8VHg zVkCIcns)`H;W*S){%XhkZs~!g;2si~@84>@fr_}*oU1|I8%JbV#c^H~(iWPbm25zh zgD%hsD=(w#-i>jFnIwEuYcGl1OTu@zyR#FhH&=tl(dlN$(NH<>E`jTes;ol?8Y3s= zxN{!~{hVdzuA$w0Ieg{+S7P%=21%^z3Y8)~)Kudv6ul(Dd1_zVI+{D{*nUh3>ylgN zZvaY{uP-}RzFxuJMaB#(reqv?)Ls4S;}Z^3?C=Z0_8 zt)bpZ4+YHfaos*(J@!kt6p}#k<=Mkig!Pg~V_}WH`LTDb2({}Y?8tEna#}7 z?@;AKM-C~L;C#8zx5FDvIrx302Yt9kH@y25_5-uN>g%X%#;L?AbX9B0d_@7*=R?QM zjIhs`evUu<|9;cQ@oU#_)bow_kU935jyngLL$J?G@^fzgfDX|=ke0$eW3rZe&INrS zxa2~j&s(nKZO1-S8tL%K8kKOB7AQeAuF?w&EaCVig_zl+EZbw^E6{dBPTpDUH^y1Q zR)?|Qbp0N9>4*0H)M{xug6pv6%Q<2N*Qtc0i?^}w6gi)Yu0;cOPq(pQU%5U$y<(2$ zP`r2Lq7RM-D6OF8G%Gr)*l%hRJFiEfL$s2X8-Ga{aAOYA#y;a#>{lC)CO@J`cD}{> zFM4-b0Q<|NdTES3I`QdbX9apgk(PEd_80jwj{_G_A>$a6H1x+Zw>Ikru7~$G?wFx@ zYA2FjqKf+m+m_JPUa1uo8r(;}QWlFuYj4lEHrJ6bx|$!%U61o#B*)VV)%@wEUW9UF z3clo{qrk-giGZUgDKOMxH{y>@1wAaKrN{jqy*kHv)L#10AE#5ePtxWdroe)3M$G9m6lh3Vt`9>kQkIrSQN65sIT;l^ze~1{8=z`nq?RC`5rR1^}g#xVw9sY5s_P#SU)9A#|1yB3}QW@Rf z6rv?UwX^?FM}J#ZEo};XE|_t@iSH}N=(x|nMIY*R&oj4CKtwOY%@`GpblsAPdhS_D z{f$PI%jukKr$EjM!4`rt444g!pm{IVQY1U@y<o3num4(&J4?4m%Hx4djDx^Ce@`vv`Q%(hXXn*u^^Ka0HCS|FiF z<5Dkb*hg>*vA2L;TaK`lb_=-1cs;Gc{FTQ{YYRsU%pRCvGD2MhE|sLCh2qjm^XQ=; z8QuhE3taSh*{6OU6^%R>jfS_~<()t?BmBmtby^^=fTD5_rQ3J9^)1Tqy?c#Lw*`1; zHf5-wp;m)5zNiL&`*b6^s!lIf(%u4Rlg~=bqY^4VpNliMg8S+BoDOK+*tmT$x=n38 zg0Zs&LJk?qokLH2*|QLdCa&l|A407%gezHCT0!ygj}le%wzJn}N%dBcDo=i@i*_F< zF>^qVNG)pKMZ=SPRyWtTg8u=1s~>f(z;2xBQ;*u*{qxEjO^TW17XH@?^*7_f>(*K! zQDwC0-+ygzDxyT1x1bHOS8rzc=eL2#n&|$iyf%;+RVw27(uU6u8V*ghfdxy)GqKNY zP&qpI&r7f!icEbh1H;;ZLFm7W;UVqNvXr?+oNR~37JdFq>+Rqt{^QrZ>m8u z9%JZ&wAZ#%JBGS|<;wNZnVv3KcNCp4qOY ztu@y}yP>0${w{lFH{8&EG-_4V4dVWx7wQ;#V4#lShtWnibf?Ni1gZAG#|`0`NV6V@ zj1pfrN$r7bu>#^$LJyp!2yRj-?16`eLNdnddf>)#q33?aUU+|4M4rK_7fhdD|8&{3 z7uFJ9Pi}YUg(GKj7(6&w0BX+G9{PyV1J!k0y$&7t+`?dODvh8Z} z#bE1Wqcp7P~y^?-uHp)f+}+gT|YcmEZW+&)(3L+98E(<`$0H1UBg(rANGbh zONZR;hix>jx77XmAvK_pA{N^Z;+lfDUJUkwg4?y1sZvx(sO8}A*-Hf*4vD}bTPjo= zx#fFVQDKH*S;*)v6*kGt+unRdh5FzYk^E*V^o%?|^{$Z$;#o6e1`Sl~Z^;2XyaOF%4NZei7|hqDJDQ`sv%2lKtC zPMv->kVVF0dPZDc-+IxtJF1mox0 zE4qK)q8jE@=H-(EQ2W?cUEN}mz`bmYR_~l=0b5!V8+1&S|i3*G7sw@SHsZi5ZtkQ}4 zof~$@^rJ!qcM8omXDU$U&JLtoP=Qla^O*Q0Dx~WUJ-e?+h2wlL4PGfxfsIy(63dRi zzsF5|Gu011QO%4R{r#X+9ZkuJ>IaVZVy>UP`e7~J>RYHxKgcU~{wKDpA41JOod37b z2N5)_&wEz;V0xjx>itX~9KU3~mYUNCTQ}brH}FJ9W?;ai527pm4++Zk!6Fwon=n%! z&^s>g9Q@b|i4q@{kG}4O2VaD`u3{ah`hR*#6W$B@y_j}#p7;f9w!co2lJ||hxM;`8hB*#XpS(Y9s@w;(h zex(~Meye;Rnd%0a$kT4NZ@QuBeKhTMoR@-eu+!mUH~hO{^r20?8_KE+JO6HULEPkN zZm)wl-+lj_6?N%?N6W+X@qAq{7sTsTFVO{(Y47w@S~}tE-1C9*luj5detfWIOD7m? zdL7j;(E;om9%rtpcR>Ad?UbbHcBr)cqVrg*9R{vF>h7~_hdk$4F;%5@*y_x~!a{9> z*{U^xCZ{&w9`~QVvb7ENcBs@)$6Gj~vySByuK&F~ma48T za8Ho0=|1+GNB4!z9tz@mzxE^ZUI7IRLJO97k5QmHVlm(piTkzM!#`bnaldn?Ek_sM zTTaOZ9-05x4AGrh4tLUK5##qt}+ct~5ak<+JQZoj>_!pZ%DdoDi zZg~@|R)5yfbZLU9M2%|+e;T16sP2zOMI%W2ayExTBYc%$XKf)HK`WHjYyDXx=*?!F zaNgPoPxT_E#(Nq-`;@s=XKVwgM3mm#*Iy4uu0g%TR6X3LD`Eis|o@I@rZg5EHFc2cO(+dUD)rfkxqT){%%>NHX;CNnovoV*QGx9A8>Pu~1h z3E8EYD%KoTP+^rQ-x*X1qa07U=9w$udYYMP_pu6C9Bj1Ew5Wh)9WL_%|1yy0r?hyi zm4kH;sWiN&3?>!0emQEEfrzTJ<2d;mf)2A(+>0rNU_({q3wE!-zd+JjJNgw^G;Q}= zyHWxhI?bj+Y*7>LtOKP^)U zg}IA6@8+h41KY>00Fi?aAuX_F`(%*OCT6muA2so zCJ@VGO^Uz^KP)y+C)DmWx$e_R zCIk~BP0P+D6Qiv6I4)=>6Si^Q84OysnvtD~PzFzb}b z?odr8K9~Dw{n1G$Qu7u3Sy0>YVBdr@$prIhk010w2?T$)Vr*t;0^t>s{)?)SOc-<~ zGXx>@ec<}QSsEx>)7@u^9_JkKh0y8H-F}M~01X+3_60X_8K0A8j5XW>m))ypc~h%osebFf1lG2Fi!5{Yr>sRl%_m zj}pQzWB;=7@nXW@+hVozv0}p2_pA8(qs7E?+fz)h(HF0FOD*E({9UhZB!uJ>_Tp71 z$KvvdD-q83*mClTk*&L<`Kt2?wx1IGW0!LY<&ObVGxu_d$o?4l{J>n|(%D?g+06=`_cuwMub5}0W7}aU?>(NW%-fczkXCW_%=BoLDq>xl%S-O|?XnZR1>9A&x zep)J#%e*e!g>^2(6;=8O>uBL>K=9Mc$wcAEwGR@u$;9nrB%iVaeotk6n|?o;h%QjH zITfBv1jthUer`!7{NC6&=qaWUlFoV~g4WSQ#RZpgN4rRZTVrUnoi>IL8WqqDtqCER zDqnvIdgDnrKHF=R{llNQ^p*4U_I3~AQBVAZ)N7uE0Tc7mCm|n##pKmKg>Zj@!MG~$ z__{aY!5{Q0{zxd1{OQ@V8tEY79m8^re4i)L{Uv^g9ii)O%=a;z8^6rJNa(W#)%N}YT(|?cbTYFUn`N|rMfL# zsUa4299wwnnUDzfM#3C}tchSaXiim^N`~)~(YAahDKKK65dL^74P?dnLIzvXAi?Xq z!KE!3aQlz``_ZLzDC_i8+VV9WZ0mZsTI4gqBlr#2wPnK>j$!4`4cTz*+b#3UTXP_j za5m`Jlminy3l4QOIpC2`VV_gY1)W#COopd(A*OPVS@nrrXytJ`Db$`1XD)R(JYX#Z z4!5I&W=w^^&%t_SmaY)YT<4kC{}q6mogtskt|FK?*AcLlzX)hE(gsG2ilHqxPg41J zF;p7SOgf)023e;PR)ep_@Ynca@AJ>apvJ#T%*?$6Xv|GHcfNiFLhZ#)-bJtAYC?yB zuv#f7tccZco+$M{F%Nc46MM*AVdpl~m-_de7vIzo=8?8?4Xad1} zpUaw2O(3f7Q09qFMoy$vqTKsGjQ>X6`3{K4^*4b})mh;isOip*uX*T+Es@OM(V;&I z60_Tyf$kh@rW98*7(cibZ;$?A2|AsL8t{v-jG)pt3lB4KH^adB`%m_uw;yh3cCKckm!5>_)7P4JxsdQb z00030{}k7EIF|1h0B|FvLYX0>C?g})w|Hjm?Yv&^ zuxCj~(j-DcQT(3YU!UvT&vRYRxt??G`?`q*x$UcxgEb6=|2`*YQqAZ>xPmc?O0@7VRJOQ9Y1Ug{A;Vwfy`C2nJvdV z(ADbiiQUu=q^kPeyQk5K!$VPje(80hmsf(m)?6prVEVz`R$chc;wj8u>B8Bl3&}D} z-DvRj6Hj46H-3t0ebm?0jT=Ab*rxY)qspRD_4z|R_%77`7|Ff|)f`09n?ic<_ePa{ zt_?lNbev>RKi`8r`Gz?byuHZEA}jIXKrbG9&be^Jv=^h*X3Q_S_u^>Ln_Ui!UKBV( z^Q)We#XBoZucmkPp^Uzm(WL`@IQiq3RiI-Zu0JX&Z|u{DKAMhs^0j@)s(A3bPh}qp zNY^Q|GWt-t;Fj`d)_!c6+3y@K*NO>D;31O6(2V+#7$ZPT0Egso^q^4Y9`nTGL zd{Gq&1#5kHTm0?*a3&(3&Q`VKQ+?RHdReoQ(uXl0vQ#FE`Y>1S#+*k|AO21M&n4Tr z4}ZOmDC5%W!w;ILbCWms;jC_vRO6psOp%M&U%A?gzokJM-}K^#{m*mNOM9^mC*(t2 zdojR-R8V)d7dKxO*hZD@MJXOzi|Oee)SyK2{Tu7Sjg4kWl2JXV)H~w-Euja;x3+7r zSrPqmum3%(3Gv>b*+l`N9?XzeylNcYjmvLuF)q7yqkhj3-r?mgT({5J;jMlb*7Fba zYBG1>K9gtuBEns`WF9Lo($R^RGwkZn{jz! zsz<}0PxWZhmuP6_-f%L~k%n?=CBITNX=pCwmGdKpiayGTX7?nh_~vGEOGv#n{daxSFxgH6Z#7Tt4>~SLh9I#mGke(=>9&@lKCSU zOHOyNJ^w;Rlei1AkvU`x(b@0EdyR~K^U{t+%7_Cw-t!IWh@D?+Upv+`q8gj!>as4P zgMvw30Id;4&VOLft!Th9mYi>jbq%Q0MKL=`X+XY5Ce9h^4S1&J`a{#2dbD}(*7hT( z4lgW`PpC@PVf{0n!C<92)DYRY=m~ZBTfk{iXm2e#o$YS)Dz3rf&X=pClxi@W|K4PS zNHsF+uiVT_s=}iu^~g0vRk-Bp^Zn9lB`Pw*)>ijQl+5&$vY4qrA&ooDn(>wB^5~Lh zZ+0cd994=?*X~oPoMOEQ-;^}zR0c3E5*vWHor~$rI@4o zx1CkI6z3Q$9zrsu7+0r!_<~X?HV$4hy7sID3r3#4QL8IL;|!@+R)K|ReJxk%dsHD> z+zyR@V*C>QZoKW|w0wzXXSBKO2J-O^o8umJmzTIgWyW})mpCRO_M-fEKCVgq-Y{8{ zhdmiDLO0*fMILDrqms~E9NRcbVqVNb`-H&TYwNNx%Pjxnnq3CYITqjC*OiG^obNnj z8Og->vwtqR#AINH!8akpv<%GI?po=ykcup#Tzp!l&oNe){bH@db8MSs3p&O~MEsY+J{ut*C zq6R#}9;4Tha_vp55AZ^-Vp)jJ1N_AK_uI=pKdjgnAu^xshD^yvj;5RXRD_kuvwtPe{IhZ{#6lT5?U&uhqc3FLSL;2{y1xU@h!soGXlZo-H~x9}Ik~52qU) zTtMl@`r|b;XBeA^KWDKR1P*#VzPKR>=-eaHYt1r5(DQrbc*9ZFxq}x z+AK#N*WCER`W8mCxSg^yS2jmRJb^2d+?r4I?QoI zMCh}ogIK41H`BQc_z~LlM|ds=HnrppOXTIiq_)hsHhUg8&S}o1iM)XO{IBHQ-xWYs z*jAA(+p+#mFYN1W7a_d#oT5vrc zTAiy?2aZ>s%Hru-Fw_}I)jV1UDFp+$EgE$&bZa>Jg<2iVx@;00I8p~CneIVPwu%JkJnwg0siWaO;}1b0N0GE&e`1!pu!XMUVmpJ zjJ#9YV=CDIUtYTWyCKm4vq6IsVPcJ--^v?OE7}NxE|PlcA_zB*@w0|*N65M$lNrCg z5#)P{mF9#SVNpN+`WZr_+t2BRLXF_lvut4`h_IMB5L>sjef!c9z~fn}~d--pzR& z;%Ee!<==U=d=22`{7BA8qycI-)=8ui_5AhB`QsYYLDuRg^)dD)=aP zxY>3?72Kb(w2}}dfnnz=P7-QZg^`puRlz!rbyvtlT(*C+p5MkQV2KrTTx72TcH_kJ zak>?-c#7k4+;$Q?v|VcbBTNFpL^H=rg!8O_SI9ynFjGH2BT3lqE-V%xNCNgL9h1&& zBrvA@EEy9ZK~z-^YZ`ME97r&&P9SpOuKo9ev+W|uW}3N3kkkFa8^3p zTm^Cl-_6D&Ye1_wX;#Up22A~bz9~Ce3pW-QKe}_*fs|&`?eyV#AhY@maK9|bD+G5y;9u^B8q4k&DiX@*{zVS|+<8facIJRfaDgTOa;MHIPdP_TaX z%tluld^nv&KmCaYiSAAFg3JtH*9metIz@*^Uj4T!{TR?8&AsEyeFn@M9gK2!XTZTX zbyI9YEx`6!&}a581N=+e)zS(3Qk%%egiTJ0^?Za9um0>)ctwY%v|IFTL`=VFxA`t1 zUI-=&xG`XpC7+Jc039UvcbvQQh7N~JHkl;LLA^nvCx%i+>V1fd1>NC~938Nn!cUPUH z0FS#%$6mslqvML}2nD2no$Vo>-zf|{DsM)C-}!|X(};LygN#ND5ijkqF^d0A0pDxx za=R@k(Dc^BWX6^P9}Bs9w2hm!FGeh=4%`GT zO;xW<)Q;uvG9+bjmw}zL4hfBfL?as5f@e*hZ;Bhz} zTntXr?}Q{ui{Og{s%5qnLR3?Har;a@{CNER;q8kBKz&<37j`lqxVWoVdNBtatG8$E zd6o@BS}wNU9oaA#*+p@Q&VtSfE(MLB>7Xg(Tl}0W1JXIoQj8dB@cY_YMfOSxj9z=r zu_TlVKUKTl=k8Ahll;Uh{o@HB+>=3x(us$~6`s30P2(X}!?51QIvyN;t;p=A#6m#8 zz4QCqV!@bHc|)gb5yZhv~(<1W;{aHx@e za2FmAJbd>j<}SEes58IKxC?_ewN^GP*I}$kv|)MIbzpK+_m$SW4u07tF|L;nLtbsS zWs0LSGOcn>SMsOD=#m!r-&)&I-%lB_dcDEKj?x78U(SO(VurajR}`>ZOt&l3&) z`($>kCjh6-TB|ZC0l0e4PE@Zl0QX3D`2~7K;0;dNVvJJ+E)S=?%E)+(=g$^dWIcb3 zpN77RawI%P6;h3+1ak~Vy7^yz|2G;1G7csC{Eo(iO`~kx^U)~%Qj*)LAsz!s5_i(8 z;!!eBpx%o&5w)yy{FgT;V)j~&iydnsO7l+DzBNxqTl!dH&*@|gUkvNx_e{eQ3vY8p z*EF1B9kCB}NJF1Aq5He5GceEB=tD?wIzE(@4p#k{h3gM)7IXcQg(;=75le$v=xlag zY+*VZnM#xSgNL&*=!l!>*Kax4H}&05nmZr!(k8Mu@f6@LyV*-aGx=z*x0F80@)F(N zba~L`U!sN3yWU@8h3IY{bbI%BF`5VHDqg)>f+_yN;>-I#hw{&q zp<86^&3q_By}j)LCbeZqRf^2WsxQX@&5dFshbxd&^`<4_Kn1?ft>?BXufPf+0r`~T z3hXe;ja986=9F6&^{BLn3PAIbl?%zkk2QPgFmr6-kEHg}dR6@d`ZN}nC z#U!k8S@eEVQiXdiX;>UAuELhXw&%wRt5COpkx4|M8bf95J}k*qUK_>P;q z$RMui@fKUV;&QJTi8qC&aFkI*&mrvggXZ&BiZt5amU(; z$-9L5g<6RZGwSeA%Ln~=LLDJzxr>=~7;#E7x=p+uxhIa;9obQj1uw+yiwV{34YOr- z)}z((2tS_7fswt=@Qgvkr@AtIcOxFe!jrZcD!?Vbg;$_F&!;YV-xY56o_&K)tk zUOPnTNXIPlTf|osWE@o!z4LoJ8QV12zwM@y(NWZ2bQ=Yq2(GJ+KSaS}TYH~hI7`7oi^1@jHx$&bGzw%hZ^qr}Hi};pn~{C6 z(pY8-6`$ExkCl2;G2V;Ym-#CdAFk(A(Hf_sskZgR&f_#x*~wYTa+`)nKX(RSS)<{5 z4TGlhk#vmden0e2h=D2dQ%W;|=nBv&_F!wnv3O%8 z#o3AWM=Y3ggF5jN%eq7N@;cG|Lc%r?i7xyu_gaZ6)`iI=gD2KbUHB=0GtimRg&Gpm z#S2YcC|+H|^@%X%>yQH{v94ls#2>$RVMT7~9ge9k)Y`M5-~!4JS-E!-VACQAD~In|DLlIw=wIkjV>{aeSx)9tvtB$=U_-G(;d zW%>3*T{5q1s7t7C!xY712bB2R@V%+|q*8*7izbXIk)$am(=4eg>u~7wn!1VPMh4+ushUF>q`u{7l0R2EN)u4!WL6 zN2?QW7B`sDaaHX6^xy_Mma6{y)?7_P>11iAeTQf$$E|xN=jHeVG)%-p+<1y1Rm&{Aec)H8~Rpx67&LpNjk<+K3$@chk z$E7Ch3kp!VmEMG|3vYMi50PT|7*ljU8HtHtN>QJTiF>v# zjSeAxcB1cnEsQv~?DXNJc_W^7Qg*)X)rdR=4hdV@iF4t_iNM!ub?Dn|9kO#@9cEl- z-Zx`VhvJ_jylI}bn4Q1=Nxo<;?l&ykq|;D?o6N#RO5RuF#SKG>aK9SAw-0*w^Hk$J z?KrEUTosDgD{Av;k}yF&t@z6s5|W>)`wU#F#19qRZ;#qlqQ@3RbM5&G>=*gXb=|W9 z3)yXUEBKXT;KN|O&~@c#x)d1cvZ)-ei3~ADx0GYKwNJ+O=rSB;4qCr4z6`@(8%tTo zmf~fNbXpQ$DVFc|VagUNMXhIXOrZ%SctpRZ>3d2E9%oFRU{)%|s}tH~vI<2wJ59^k zez*wny;!cLb`d^_30>KvRftDcE;jkdy+Hq5a)yS=3oIz(RyEyMfT8DB`Z+WTP>9zn zy?8?|23WH_58=zjTZa;_KWERu#=~rq9s)V&AI2ZyrICwVrpIeZ2Xip@lJAM53fahg z$c6j;hD;P4kti!%O~e*miRc_Fc;vX85W7&!!MNk|3spmeZaQRmtm;FzcYt? zJ{Z+T_CJ~K48}cU>qocip2L^DZ<(*Oq{8p`C#$AT zsc!NqNUMASJ8>Zk|Oymhl+u0qpj**6<>Qg6K% z7s-PTvt3V@7joggTk7eggZVIWaCT0QJ0CRO?Q4@WEdYl^Hu1ykh2VUY|JHTWBG?)h zax>*%5qM9wpN&>71z+2$$D%T&u=@MU4%?H(KW!c*Q7rmWvzq)dGmFe!xbRGroSxwvI4p#Gq2|TtAxRDai^Lf z61c|+wn(#8f$;-Mo1I=Y>`XcRnEI#&tbOjaD8H$NvVWsXCyDw0X%It3U9uK3)ISzB zI@LiADaKM&qz+y!E7POTHo!AE0jE>g2wrFDp%T80aL$d*c_RxMW@Z!w*gMEjb9Evy zrHTx%V;LV;vdM5|`}(0=_9lorIoEh%COCx(hxT99&L`%=bs_02*JFtJ(u+MIYbzaw!^9_zpU^<1 z??x{5F)<&r%x0V;^c+}AUw%Y`U1#VnS%e&a7~O`1R*MGF|DtGc!t^OshLa8yZuMuq z9CWY>jqhKGq(R4K-FHt2r?fV&WNfCxJL<@f)^Iu;|C79?NvO!-VwoRChxK|fvMhwm z15f_b3#Ef7`%5ps5IUUNo~)4|*DrdE3p9lZXnjHNtafUCwtbyF|{ z=>o4kk@MFMe{Byxk?>1@ zahxvUvmHI$f!=hev^stN|FNgHdzb~Gy@ho-66=;C`K`-@hff%IocE!FA;%$a22m%?4-5UzlW0(& zwT;K;1r=!XQEPG}DqOC*cUZTH3dtJ>QW=Isy-h0ECw@@CyF5}fb&&!J7m|ie|56}w zbC|jy(Laa(ISJl=NC6XLcJs0b3RtD?{c${!0x2@jS)2$zmPb3;5Hj9|iYODZd?1&P z3s9h1ksOywxa(e8-8n)x@9jT02-|BJN@RWtZ2ou1$eED)(hcEVgiLIbwXgXo(CqQ9 zB8ZUl%F+#K!gB6F1%q)n`}ju5nX?>L3-i{5#ECl}Uw=&kpi+aa0H&cq$gN zMuU{BlV9G?(!jvX{GZ5WI?RsTrP6z7kSOuaf4qSPg+;Br*3xtsxO8@4jOg1{TZNs& zGjxz3xt{Po&48<+yMIx081N&Z^=s+oR%ke+nT3NbaBC`C&ONIIo{00dALDL=AFm=F zl)Y~S6aDLKJE0Be?ncdA{B2R z$4Mp~;Cyb$^oLpp?3#~NP?zceyJQ6`edvT)ji|otJ)PjHV7IDY+6m!4BC_$SU9dRK z`Lt8M3zUov6nHOngAY}IZP~aR#I~s1i9X#8;ff?_JKb(*ym5JZ!`E)8Fv{6x^Q9X| zO0~K#K6iu31J-Yvg!`Sh-kkZ=4gUiG0RR6K*LgfuPag+xO7@ba#S)1`C2Lg5*G>tc z1t~zxfPCO-Cp&BzwrG3)@y*=ZQ|Le8G?Q8QeBrRFHV-v4VZCMS7xTp{@y5MCYBEz?y3882H5S4jb*-K0JV3mcen`y$bOf0`X6P0LZsKyw_^-= z$vWubZq5L+hH;xy*b@O^2Ol@l!7HwKR~N3|-x)$!ZluG_yb4`8ob?Pj|FUuW{#Oz9 z|6v<5nq8E!O0pu_qh<{7Zp>`Yz<$+9N>pp0!|vdn93Hs6_FHHD&=#C~$V?kD9ljnu z8P@Td4uposrE`mPSXcb>$Ly^h*jW8UtxK&3NKY*D6MehkD$kH+b~g>awbm29sLXEb1+Xsrk@qJa&e+ixn52AtD8wtu8(5MMzi#->t1DC?anV?7ndoK;W0T&6%+ zkhsR@A7t3~Xn~9CI0ejVgYr8SDKKBi&+o-afw)wsCo-;Nn0xz*sd#`4kxwLJ_X?6h zkiWMmaFqnZ+8d&!21vku?dJV{Qx}9%RbE}*K!QDdo-1BAiJ-;2dPcg62!>zsKCJ{1 zA^rF-BYVG22>d$Ud@s8bWcZdx8h;{qab{3+OF;*8oOlDYkq#i0dAsmLw8PQCU;oT1 z+d0O?OJAy;+N0~B*mP`pTVfqZm+LuOAE*VJEoCPfp%&V& zUDx<+Tni;@+5YmGH9#89A{EY6!;SZ1guI1nupaHqkz1;U%6{&f|Cv?6nSZB$aadxV z)R+1HRe+|W70a9gPC@^nuwzmY#H~6lFg4qZ8F~7#VUa<0?#;}GfTka z$1dt~MhT?sJ1E;vFM$s-1o`(pCGdKy+AcnoZ_WC_>k{?=^#BDg3c$6T*kRjjgsMq zbH>gCIyuL)pgCf@=VL5q$$Ul;R=Drw!zt{?@8#bUEV4k5$yMKJnFX8giy9Z7$bzIu z{Q;>rPeAVULPyr{6JS}OQ>29ySg1HoG+a&rRnTepn~(&o_>u&SngSfxJ( zUWhhat6m=o8Lf0e1vXmp*?{l=4H+8Kz*5f%ws7O?230$LyW>o1AtnfKh=kOup{m}w zq0qdwGHWK+1GWl$=R8vE0pqs0>el5R&^%`4zoy0m7I#h$M>lwYs;C;rxfTy_J}rE> z>9`TRznI>%=c*CtNfBskMjTL%N<8%p!w5K@XIXvAazHWmH=?Qhx6t$^qo$VSKqUC& z)u(~+Ky*w%(80Pd5Sgw0xaQ4t81i+bSsM(6p*^>WTkWY~$nAQu+{mFQl+EK}aCcWc z@*{1l4d#zWvCZZZjT(t)j=v~2Nj?!tSehmp$E2W5#%`wKK`F>^+hd0^&lF@-*Dtk@ zoQ8te6!ULxO-EZ9Z*y)`rK7=`#d8t`=}5%r)>rOdS!nqB^mocc7TTn1@KB2@2Q64A zQ|A6=qqR-U+xCLF$SKviIgvXT1?`@yKPaD%NXf-(3DWsUzkBxDA*BM8O!6|gBwv8; zr@Y=1u&)qB9_xOazPk{u6lGuu8nIZ}} zl%U6XJ>km7O3?-Hlu@Olr6_Qxsi~V;DT+%HJ^9kK6wUpa>d|*BM~^PKgxQ>ahFB!a zpt-Z<$l9c*T?=Q4^m&b6I17GA=lYAa2>Vz5e{(_|$L6sg#$;`;Iai=391Z1T7pu@T zYwXM=oM-ubYS+0}q0p?i6?q!fXq->;*Guf1d%VFCn$_rS#PMy{u*bi12-2~V8ZT>= z_gABlUQ2@%tXYHE{0dfPZLsU9#%gpjXH)Tq`Wn>bFrcU2RE>PHx9JsO4O`;|ps@yp z)H!G)>@N11W}~JW6#uHdy%#H;l5OVHT!R$dW{u{s)P=szyM!8a&%11mOiK+ac2c|B zge4cp-H$m~i@Xz=SvwBZqDLF4GVRz#(%tuGbZSvEE2wG?OC9My_26(VLWMW(?>bV8 zG!m4)bYi{!)Yo#h)uNiE{@venYZ32--DQgHwWvv{C8i!L@7#L#Ku0a&Ceos7u}=nF z)MQaD+81(vDH1z(;o_(F*o+IQ$3GM5(7lIeW(->DP*cBDa-~*1TIczE*ADG^bk2Hc zC>QIsGl6$kTOFED4HjuTP>+sY&X%%1SdY4^^`4Dm{~ZVn2tQPhDrdgrN$Aug3GsWr zb=c!+uK7PSo<|LAC9%uqro*!g)!I| zrjNzXss`k7t$j-uwrIY4$^`41x+mt8Vk26dR=6IJ(}?yHlCry=HloYfUovAe8m#p$nWJCR)bjOO}1oro*G@}be)PBg|c zYkgnViJmWpt?UDq>2lzP>N=2J>U`rj%)&UX<}ro^jc#w`+R+PYp`eNPuk zr-j;$Ll;V*`o5+|ccJyS8eO}XU1(FwXXV{SWOPyO*_cxc8EKq(@2Z?hMqU{i=-3z; zSvgjj`JSPmJNlfTJ^xYAmr`;k>5~zrx$RWqQhK7R9gp@d#)6f~s^Mfx_ zXz0ho6$j@!8X7CO?Rl)9h8%XyR5e<3qhuq$1mlAvX749$HbfuouVV5ydKfc6Lb{Ht-aw$FCG0FbUrTdn~rEa zr_Tz_(^37zT&IRF1C`ER9~kmtpeaR4I9C?~X@o8v1R?{KWP(YM7!wulxSta4!9?YD zSEsVwnaKCxON$=~Or$d#xavw^BHKp_0tVRIvBNUv*m@Zby>dYoT22~nAII)W=T1;v z&q8YtZFdO4&NA+XGO!oV&J)Bpu#n3@@6Ait=P&GMo3XEQw0#7HScvK_Q{#&Lv8S^t zs*QD1m&rRao=oJgp?)p|yE|<5WbsxeqPwfB@`^K2%*c|z>~{t-DEK=Xi*-}v zWE)B_QD0rVYdcoiTj2K6ECZP_l#P;qFc4Ak-P$)a1`;l{QO`1CAPLh|`LLr5r017^ zF9MIR$VIEv!e4YGze)Vd>;fGYcz%R7 zvnv(p$Z)me*|m}$l&`*=^QpWC30w*4oQvu~zT^byKBpcuF0QTnVSNwE3?NW1OmrjR zO5r}ItKFz#fX_Trq8r`Rlu5n0vm2=#dmki!i-x>vvy1=kqM_`ro9_03R1_TM7xi+C zijL-PI%S(cMGmhX&3Rm)u4<7{jp{eHk}nx;af}?Y`PzlzPWp85pe_{guf8HSwF_M?jhk5E?Lrr$ zCGG!=l2FR3z{KbT2{DH9Gj(^7kYh~|O@U5C7J+~D-wqIwXq1)l%V$KyaLs4YokTPuwAUn-)`>3a5p0iYbfVPZw~voNCtAml-YjW@5ZBC=dkL}~=;h)5UY!FS z$h;$GT;qK^B6h~Q)%|Kmf`&YQDD7=XI48;8?Lr$eUO6i#$lZoe-O;XbN(-6@`@1f~ zy#*QO6#!X=fO_9coMjad(8a79eJ%zB-@U zPIDd_s6z)U$#2$7)}nt~ep(&*SA#ND7N+k-)FS`qKALvIwTPmhpuDoZ22H4QKa(u4 zMzafJGvZp+$kfr!Qtx&pa&gQUzw@9HIfLERktdZ%dC%KFg~b(U($XZXysiR?Eq^c5 z?kGpkCg@FlU1eyrH?8VtPbnhjDTc@olp?PCW?eFaB`A9F(NXKM66CnAFMIlJ5n_Hl zUEKPn5J^}}etk7rgtiBp>ypO{QSk5SC)M8zQB%ay^PH&ywBA_h=<~rmq**3$vV0^D zr4uwvx?kp^kR6I9+(WrY+{cv4^F9|nihL%#^JNa2mtwyee3OH?D!9-2kK~}YvwwYU zZ)c$i)wcgEW3tebAJ0PuFJ~ZXddH?z-wYHvVL{Li&OqSM{efhkjyeX*j~ib|N9ocz z?~691AoCfPp#7E<#BuoYiqrNKWUIE(oBI0^`V%fuYq=%~y^Lp^-1Fuk8nmb7zK~2p z*SNZ94GRxZl-yR89ej!CL{Gei-f$$c8x!MS;EzHD!)MhG9*IK!uZ?QZi$G*E(l+=) z&KresdVL&8JBQ59KkV)M=8f!P59AhDIU_~!Lpy$PxS;OSYg`^^yMo<~k(kKGz94UW zw!q?qFWBXB#9k2eg;KHU)Z(RRIP}vgVEv~cI61%>v9~w~B63u$IJ2W6^AT-WDLfjq zf@fyST%$p7c-=)YdIIzhew@~+OaS?zh3vw|$>8tA-nc0)8OZ7Zx8%Z-K{xHJUDl0c zF#0vLr|4xW)bnniSx--eb9I3yKDDPpY>lzg)9vYSQf@=gVUcv;ds7;qH=PCJYeJ~j zyK{j2vVOsOdk(}!&4dY@%!S|9qCeHrvcN3FU4-LME|h#a+vB_^7ald`^R#>{fbN*> zVg3UJus1|;XUky(^NWDe8 z)lhbO+mHXatHFGztN6;f8i+a4u<_>E8u-VV+4k7J1}5s_AKT3pt>-# zYP6;nHmXoOtvG67Anh23X+ZjC4^ZE^7=~=Xvqo@%C zY#Vc4WjDg6t5aQyPa1*aYs_J><4tfsVNE-IwFx$_TR!o5xd|$%+-fsU##_>NDX@S`TaiXov7Rd6rdO@Y91)NK6_z4-dLD6B`J36{;V8CHI z$l2Bo8RK4}zZ%-%D8VFHcBT#7_ez`GDrpBR8}l}k+;;dy>wXu%1Ht7Tka9v2L7m|W z`{`Q*C(=sPKEFWV?8?cVd#n@EcqXj_g^5sMt+G^2L~vNqT)0hu2>tg|xJG%2us{il z__&S;;b}{YwU>x+`u0A-Jr{|P#~1KH%Y_IIcr0^pvUi`8I6*l_gbFt^{r$Wn3RsI)#-xAMgN7U1(1PtbF0{?eO<6Y zbJ}72Ul*+S$!2bFBg0VEzE3^}DWEOFX?#zU0u0N(8u4rjL=D+~ewsl6{n?NHuDn#J zcm&&oxT$dLY?VYrG6k%{I>STOP{DT~vvMOR6^1@AESRelphDKcxc5|;`16nuK1zkw z@UJEhMyL=tNaX)xMT7Oj-)3G8Q$eGzYK@&G4P+)I+Y>BkkoiF;ntGfDI$YDQf1A@F zU+Xm6p@Rnep|uS++iCD*ub@JB8x5*WqK&!>x*_o6Oo>|y4Q8sN)pQ9o;E?=v+CH}% z-ewK)%I9=LgU71w{L^lb-1_Roi>z)4_1$vygGdj|oHg&76Yhb-)m8sAV|pOo?gKOM zZVzlSOMu?!9uSu|W2s@?I%{Urqk5n}Ks}2S8zoa7;2PNjAscU+v_|y66>E7aH+J}u z{#dXd9TKIiP3nBMMm{ajXYELKJ+Z!=>-#7Y<>s2;5H*y1;;_w3BD+T^OLf_12^#w)3&QLf>aP zjH*QQ)HyRiQYy>fJocGVrW!BSvPk)Ul@kLB{bj0bu*1c-YQLXnfPjfUQPqwKv>^8{ zLO3rti_U(UyPU8M}c6}POV8YRuva);FGUiXK!`Q7N z!$~v8nb7xG!Qv?vwH3u%V*P~l6hrAuP*3#H-G?RmRQxy6!-P9*m6!2Yu|Lsq=ol0H zcdiC`VdWW#4bs?=yoTq@qfDT_Sy*1AF(FrGY&;*^&$+nU0()40@m;D33oJ>AYmZ=y zjt!jzDid~B5RQydn2^BN%O8fV_tx6qZp4Dvl(no{G7|*foFY#cvOs}xZ9^zF(|%b? z4Er?Bv!K#|1$rZI^@NPsaCN8C&IThkbaqu8&(>$bn$90a7TBBbDy;wMu|QI%E}|0q zZmo3Xc0)FtX=wN(jPt{UEvAtMYZgSrz3cf?5m>PE^`C25`fLb@Cl)2@vOtu! z?~)0YX_B71bc6+V+(@z#tFUY9yffC?Gu%TI`{z2VjB=O-2|b*S2Y?OkG3=B{T{b-A zIBHIEU5E98p?;*@OK+inQ@Q}6Mojk z-dNA*`zcabTG^Fb%mZwgOHBN)eLoA#{X-4Cuo3j=j4^FC48PCbos2EEO0Y1)J_)_- zwxY!bpZ5`^4cIj&U0gh|VGH}yoHbZLD=pO%#qPePFG^8ofv0r(3xDjpx<@0su+CpR z;?gwPK%Zmu8)3gx$=>*(!G=eMaZ69J&*t=ZSYrP~jW?~Rv!Q#LcY8JVmXL#Et_ptt z86!Dc?2Q5q4~iNa1SW&^0%{0}f^EypjxcWDjmHBOCt^+bpxr!vL$>FXuYH8?VP- zVnIb%=0%_TcG$Q>8o~TncQsz~HYNOg)x9FuvFwBNQ%(vj;3Ak>_9?RA>~x3f9ju8r z^Q1awu=q1hH-ma%kcPwJ@vhc?UrizJ*R-jmDA%!0d`6Fy4q>%hmgcY9<0Uq z*bBl=yuM!qntEcxm!?y;V~c(`PYlYlq4wsVKw>c)rdz(3$70v|%->hT<+h)_!g#SO zR)Jp9vMjKY{g_uN#|FPrp)YmYS@0_A&3LTGRAB z1DmvT=;Hs&wYlAQhyMS%h8GKGu%;_HvU1oW%D1WyTUj7x=zV$dF%yJh$7Y^kB}QGR z&tdZg@6`!m3CvX&*DWlV%hrtdO=H4y5F8{W<*;Y!C393$nINs~ zeeBLA7Hlzi-}o?v35z)u?>>s*@tq&Loq`Qa4Kgvs7X9eo^hXr$OGZ%+&#=o3eJLkw za=CNuChU3x8@1;mEYP1x`8fRu-=}G>Y!y~EO0UQdyE`p$<3X&x`#Rl~L?*-}7hED? zMSr=8MPa$_KK^d}|8nMH2NyO!Shi1J1ozLEZuVE030@_Zta|J>q3Xt~SakHkkDLT1 zT&i}Id9@L@?>@f$9yV|Jw^(~T6DB2XFV6}w!86~rb72z$+WJQ~p2E4POHqUetMobi zZ}SEwK+?8%SFocJZmm*Sqnpba?Db4&ZgjX4hLyUN?xT+Vo~3mClOPk;550As6k))1 z!}}GP*zFn070Uul2&l2+uEuUSAG_#*HCu8C--XRAF^rw(XF|B@_>-4dx6e~o<%AhP zsDAsOHa4!iN!1m5#U|`iF7_^0zkPEm9p>x##ZB=2BlG4`3$Z^d9cKhY86dnR$W%g_ z4o+Rdq&VzF;gEQ489G!r^XJ{eI(|KLVcT{(+!Fu%stdbX{$0yLwFlY+U*T6M#kC@Slw2Mz3-wc_e+x?#xZ*LcQN8fXd{r;1;v!DY<= zM(IB)l-llOkvM43)*RR;&qV{Lou7;YQ>bv^;favr=~Ou0etOKgl>+u&n@V3>QDE1z zpMyLnDG;z{Mb6od0;Cj9g#+KnAoxnKXu^d8kvtr7mL3#PdvHhn+6oyOXyJ!QN@SQ= z?#SgMcY(vP7NszH7xW(f5|RJB3tmZtkGiIkpjPJ1ZLJIv#8mL{LpBMbF<;q%0`hI?A=B1ACT_v3t(7!mGCy_lNXOoZJmJ09P(&`f4yIy^E&4~>t0vzxg|vl5rmQLS2vVPB2XUg*fg~Z;q2Ak1)hBf zWFgH2->V(4Ddk$~&>I|aQ%Bw+kkGVxKB1jT&_a`hmO~gbfXs7BjISeZ+$D!W(qp4n76=CXl{G| znHH#ue0fsYx&_o8Sl8F(HN(1^x5>X0n;>G#T{Df+W~e^X=62z56BMx1>=TYO!5N;i z`H09yaGJc9PL6H_{*iM1b+L`0_@PbGJE0N!)O3ZuzH5LRWy6~Xed~e8P4%=@Ks{WZ zNcCp~*Tb8*R^FSvb+GOmjau-e4$j1`_1z;;2eBXf{T3wafa90X$~>7mSX1jhp1`bu z6~$))Lw47}QN3Yn>7E)e;pX%d6sv*MLuc6@wN1VUj& zdSCmCU}DBUgz~%y{wwWqNPbZSy5Dvegbfyfgw*>nYHT6!e8`Y9N+^V-2F?3wT=@{D zl`-*{Cm)>Tx-$7z=fnH;|C(v6T#(&)Tr0RQ7sflT8m%12g}K%s8~z75kmLX9G_PtF z1lA9>&KP9DSEr&&nI9j*lt|~lM}Ho|f^24_>e>vDZybqIC`$uxQMfWpOM^-S?Q4wR z$-ouJx7J!P1zsOGe28Wo56W9;Rd3wmVXEn#s>qc{n62x5r}8Kgy#2=KM0z73U|quf z`oEE|Pvr3r{Fv*;nH05MW$vG||My2J!4T>g7B(P|_V z&E$d%4_V(v8+OW~faY!VDC~7Gm${9av-x>xg0bjI>GrNA%i@;oNq5!rJsjS)OrVE^zu-m zv3bB-HxI+qeE5Yd^D#FqT3cT`589LXh5b_EpSa{=ZNG5;d` z_HnO(gkKSU4SG5*f4vA*6FON(eT$G+CA`DPrwHYCZ~18BU4*pVS@bnGim}>MbTK8R z45Q1-HEWa0@XxP|5B*7H$a`Ha{%2wtCW*aw8c8U_42p?$X?z*l%ibT_7*~d;e~sO4 zO)SUvhNCSh$rUJeigod5LIsZXC=`_?R^edD-#$;BYK(}w`Kd{(8n65~O)b}`#->fn zTpAtK_`yQ}`*2TiE%<@QLOuNfmeoyA)woAE0t?5?+c z3);x-bsDyAL9Jh-9yc=m&ggmS~1rZJCIAqf)=0Kfv;6|F1ZnE+-}U(Ayg1WZE?bK zZs;A$>AN`vnbGVVvr(4!;{s|c`UM}Z*L6~-?hxfu!3Qj)CR+nE% z!Ove#1bPrzQ^w-UUBY)9pGmcZ&DZ(+h6z)#s{eZl1+TC1&$d*jpqP;0voyk2fk$sw zl~OSIo@mD`p=p}z(z_uF<|K)Jm-|S;u^f(cKSKGnYjPQcRI4xCf#nqR0ZEAqSD3%8SO#rj0ma`)O6 z{A)cPBG%M`$6s+?I;q`)tC-TW#Re_7?6qEyGTMZJDNF2%fF@)Zu5r+cYs3?u7F-vT z8_}4ldg^|9BOdiW`&=Nq5w9OF*tZ(dq zc`0th*IJH7f5nG1`^r)AQz-p$e<>!KhX^XXEy1$f@mcv##b|jof6()FA#M#mO|$%7 zh|hQoStEZ6u}o-3&AXWb6t>*1oHUt_4?q7D*8i7}_8~D@D#N)r`pN!k{a_CMQZCWp z|CEEDzdn)vHI{?-{$|fS|D27>HCl5L)7dD$xzpCYFcTBsk=-}ke~6=T?`#j@L$vwG zxm&F{4W0KW?%ouTf@?&~d!nuh2MC4N>#Zr5Er z@V0YQJTVxxZkVsAHV8rGuY2T`K3&J>{x9;Zk~~m3)$G&OJ&q9nW5Vge1`Qnf&$4dU zXeewnuvd>x3<0yDKnfzd>)zkL z{kk7OPua$6^0Vns(6;*-M{YWph+F*#Ih77gi^9|8OKA{uPulckRW_Uf-yUg+iFPWEv{fabq>4@-)@@-me7CK%EwgjB5B&5u}b0 z)nH!YBf|8k28ph{O?|W)Xi*(zhdI^4MAa19tf&LW`f$CdtqqXlSrhqmsUA2_&yQZt zYyi&i-wPkx>%nK|cB*V@J;**kd-PRqBkYgiYSP%#1f3rY$X}|O;8Cx|$gzoL$bJyS z{mP*Q(#seX1rBY{q&l!!s=EzLm6o=xwQmE)-W;(T*amKwdc5Bg`*%@E>ioPxJIL8i zsa~mU2cx4-#N^lklLCrDyY7j)VXz3@j~p8BTS=FzwiqwK)~` zH7sndZKFbeMDT~|Od3QwBnKJC(}2<+#*kg6foZ#zi;5>5evOsS$hgs=jK%GmY0Cg9 zXWy+S?CCJ~B3+YZONZnb8Qp#h2GHzzfojeG?VEdsW1lg=UU5Kn9ic%U`*2Y|141X7 z-x&}p(@W0ym@Nt&=wK});AkO}xlFLA>u7Mu;#E15N5f}q(x z+65yP$UIjbHzV?B;6pveNftb1%x-AXX9CmYm-R(L%j!;hVM3pCVr^_aCd5|7I2|@* zfuQw@yD~&(+{u5F}AuBB4Nov3WUFz$8sUan znt&1EP3tkoL_&@u+}RS^Ot6+Ha*!hK^Y*7W`K2xsWc2(3V~O|D8F}osiuhiS4)bNW zS~6gZ(V8bF=Na(2UWcsf%7E}SQ|1@gBwbyxy_4=sbyVUq7#fA#TW2b`t*i%7Cf?tE=L+ta-4U{ISj~f&juoQdqZFwXEbnUAr(q7XccrNAPl>!E=d=)Zl?LtoJhDtU_-|UOtA=C{UxBb)*bMA&{nbO;{GTo4JFjy}xtQ$O|8tRsf zx{3eu%6Fe}4`_7VpZPY|1yxnuF~K=K&}D07R=lGZeD8eQuy%bfG+z7jjZeJ~N>y#n z{dmy_3pZojZ%9kBSF74}sGjw&$X9|6gacjE&CSh2?*C?(heNeoUr10u-AFNiA z_$fqWC;PU?0Y~xHn!AdnRs8LqE|y*kZi5t;YoezIvI8$Q`BKX{tThGpU9Xv-Wn z=rCqn1e1yX*_r5>+romB10&X9&Me?ezyd=@p1b|rOz46bbHTMtD4`u|W|cAE z&k@D(;1LFVI>JoHeGJHsYnxfe&j2SqZ4c@g9Yi^2J&qYM;3w_vFQHaCl*_nnPRXEy zYvSv@QvP%ZsF-#=MW#b{!mYaAe{=|WUG}g>pAHT06P<#SXt21yNU>so3JN8U2EvA^ zFmGYZ*!hVHZ084wI-XSUi-zO##CRml`kI{9q{4wG+t-b>b^`B=W2PlB&#%mJ-f5Ce zfd%Hn753{Wpg-N2#ebLrS89qam9xokX1{XuG!GdV^RKI_q{wi~XMLvSF*1z48mdr; z=m68(&&po?YX?)^{C$U8NTAQF(OdhL1YGxiR5T8#Y<`g=k!O^srE(?xfLtvi;ZxeLtKB1RSyk(6KWql8X#a@ zst|fMfMRrrYeIKD_#K;w)0L?Q-|kE|Li+Y;!d| zb`kC9TRq@YuLTLaBjfJ~Bd31)_CYO}{W^Vi<_e z?M5X$1JQ}&8_U7WLHX+PwsJ_0l;)lOSqjUIH^lm;OMx{~a zIqg^k7F;gD<$WcP|31Wy->nG5ZNERfNbG+syJAl1A1#Eg(=j&MPzWhv)oD5!g%CFT zIqdbu0#K6YNwU~n0M@S)r^Y*S!CfiQX=Zx?ybzm`FwV#UIT6{D+_^b$ENT3zOi2!~ zHX6}*YIESkD$j|cq-p!?Us9#4#8%UwOThHKtfdhR%^Lr z=yv+{F6dk`C>GW&uQE*ptv9I+Pwyr|b9T^{@1-%ok+_PdqazBG`?YJN-`;|2MmjgU z&)V z!TZNWJ0t^huuG5iOCcx+pVhbzo(Rstj$7Q7_BV3yJlEdR(2yKlf9y+Fc4!WM%QvVd z-z40=)^7ieT>Sd@X1-BKE>2(FDBu>Fi)Jw^=Lfy>@vTY|bKEB%owF~rm4xTw1JZ*v zb+>X+d5V6m_I56Ydv#nWjL600&=p(11mxrD<7f5zyb2I>{}hyX7hqJK z$gswy7}uIyf8$|Wj7Prny_Y**Ol-@#>4Sugu^#j*cEvc<$1nMskVambSt6W^`63x& zR)S7r$5K*EOVDOA^ZR3y5-f-|K3}a-ik){ot;fX5G5-VS%4NO^3^e-g_>rpuc^=O0 zocvaSZ!+(`9eQ7Z7W@>h!HOz8FGsq5UAr28f85}Z3Dr2%D;HK&QH`IJOXn2hYVhLk zPZ1pdYS1Z)>+$S`THGGDe|oD;Ew&vg6Sp~Bhg>$AhIKi0Xnn5pj{E&O%(#k)_puiTnHQ*Qqq%r8lk*w9^~V?whrx)gV#VE(v%jvKmqAM^8-gaubG$W>Zs% z`gn1|B2c%c8JmV{wO?N&>Sq4OtQ1BI&OCbKy*S#626qK5{`R+`^Hu7LpkHn1z!^T> z4J3TFxxVmSGzr6gL62x&J5sEb)nk6PqaCNYa`RFL?lU|1vsJXpTAJN9)Am1bf#bqn#KO`&+WhlZx*Y=|cW#R18(vQxhdZ!!<@9 zYm2{8@!uA?*oC7sbo2^^y<{5p6t{35X`x}s?3=R%A86P-#&>nI5*_zt1b?u$qGMgP zPNT#tItB>WnXBDmAkB!iS1W{p+(!hK^ZOYnT?w}p9y4%rQB#teBomdY<>tqjWJ}l-ka}utBO9;hq|Y@F?unMscR$L;`&(^O zJqd?0$I6)TY&4SJci|7AzewxnS>m`?izoUdu+iPo?vH#M8`WPm9rY*tCZ70}LAdsS z0N;NkHnx_>YB&;J*x?;mLwG#P`&B{`8->g{RfY&PEYD_Sw6k&jTV>XX49yk`1>BkDh#ZdYEvN*I9GT0VY2CZDUqM$ooL*$mUQc{%5span_uP3B7)f zt8X&VZ`w-I*@B6mf@ZQgESac9kI1r=XQI;;<@9xXm{=pzUd4F9z~K;zUi?c2Zgh5> z&nsu(nzE~u#G4FEZk(Z+hcWQy6VJ&>IR*wl)B8gTXW*Uv9Pf|GGjK~gEmNSmo6@mg{p7&Gopk(8?_Ls+C9aFUQD5Fi!{5&goX_OaaNO9W zH#m=m8c>%jbDf4un}mMZ_|b67zw&v0Q5r6mZ7leYN=1F_%1+OSUa6`}E202Mv9ji~wv zQZeCuh^@~CDr(pLkZo(|#5hUYN1Rcen7yH7vgb}GD&Bl4k!0P8C%G4{JYS}uQK5Ts zRX+vSTHT3{D4^h;rGC#VLKM6k)*;msNycuC6Y&h&$)3j3ZzCfL{E{C<8Ww% zb|M)Ma=AHFIFfNVIAmGRnT&G}bW~=F5$is8Mg&zNo;SE0a@`owZ01b`|E>yG4d}WwTy4jEsckQh__U+Uj z(_@ogds#N%!_Bha_s-R$_1DS7mQ@X?{d@EH&!%GStE_p$ zz(ky3QqFzNNyMq3kyWC!L_9b+p*xpx56Sw{%by1B;hn9PAszg&Xsu!#U&0-MWU@B* zN5L>$P-aDQYlorp!F4uaIYDS#;W1_zdlAXpf4a-Jn4oc#TVWL1Wq<5@}sVXsW{8%xR1d7!JW z^G+fRSb4K?dM3j$mW7KwRcXKz6xaB-CIjL%#usy3GeDj5PAh{`7KDBjjS0SrgNf=Y z;yvRWxZoT#+isW(ZO?fWtv&LgIjJrzE%x0Y(@AbsakleJ@ndzzZQ7DdzO4Es|6ERM^zc^ zI*1CZ(ouO_4}E?q`9|ywaE&AEbLM6}1b=$!=QL9fA-wmx=$|w}M28D=M`I&6dQ4tC zak&W!_$rK_eQAPI&kbcQPPM=lwNNG5&L(*M@B7s&KCPf$z3k&Q(gr#qg4LPrZLqwy zCho1%3aZ2D_Bq$$ z>P20wZS96vG1()2I^CfB^6(_@wI2Arc5!l~s0XH`4A`Ik?m_Q$D`ERx52P@#sm!|cf*L*7<6mXHP%155S{c#{OsQH7JFog6OY%N5U2Q)+DP@*;|GOWGu0_ZE z9O(znjpIk?1P0*3d#~jOlLMeftf|RS83cNBzK+u5K}bFQJhVM*5KIOKD$e*10>hTh zJrA!z@Jd{M^~o3y9P!hHxGp@@#ImT#x8Xtc^Ow?8*&!J5R(@(LH3WNBaATPV39xp& z%<;vMA&@XXQBo>A1h#V2>fbB`IG!qKx^Eu=?tlGu(BdfpTBRThAhfU;U2p|1TMY#hA`w%P|8Bn z)G%Zd|CPET_g)^mBZxdQoGCLhISj>8Sx*0Kh`_F3G+Tvy;jG4PkKE14C71AV7+lZM z+PkfZ!0?_re-~L9R&`JmSt#P5O1wsdL(b`{50T-?Z`h9_mx#T+L@OdFHOtxYy(I$0 z(tQ(~AcEo%f$UyOBGk~{`?w;bD?blbzahdOF_U8!$e&R(ot<$a=nVGHH2+UvIDQLVh3Lix{V_cAgj!~nvVN@>JESQgM;F;I6LO#o{USmUQu3Y{(L>K`+ zL27jra*pHPCkrGoj4xjnxzQ+R$AMfJI-jvKGy;xM-#ugoiC`DcUe5Bd(Lyd+;D z`%9xA8X(_p2~cJhYr;N{0xKk21c*A$Pa0PdOo-=0`uuA!!1FmQQJhM@VJ)MfF~Y~l+8MJ}_#i=f6QPUyxFY@xTLf_m0PLl#9kD#@F2O z5Ld%gnTM>5b&S4>9Q1SY+=pzlQ2%SXe-KWS_@YeK2VuC-!DcTqbM%l@!>>X3rZldltAh}|->-u9 zeGsl$a4m)+joK$(DIxo<{%e`~HV7HXyw`A!c;Hf{tgfSj7E5MR|eq` zh0nLk9uFp2xp&s>P`|`T7f##a!Kz%Q*yAQ1ro=mqGH9q>cRJTqD0mnXzBw4*IRsJk zo&}FoQ2+lYWHQh^1VQ}Il8?(1pmFW9ox%wMXwa)2;*cOf-b+P?oh$;#B`fQih!Eg4 zW903xNd!0mg+H$_5h1^oWqIz|FdXv3*k;44eA8@In%dqq0%AWqR|{%JAnMidBL(qM z$Yb-K*yb7qiI;4a{R|{f_I7^adWHm&z3}zu6A~QzrkXN+p9K3(272*rl3-Em@8;kd z3HsMeT^v`?`AM3`yS|X1P3F@4LuoS9y(+HmJWd7~*ZPWDH!>*Rlg5lU$#CGV?3mv= z88%nE7QWmh!;1&=Kbe-vaHaaD=IR_7EG@b&TT4*Djo~3nn+OHidMm75Y$=c?)Fj2Z zLIDrvr{iQ~In-wZ(E^ihb zTcm;rTjZIkIV!Mtr`|e#k_N06e&N%KG%&+;eUU`c`GrRJD$pR<@Y_~6(%8RztUQr%!w|MLCNi!KsK0 z{w1c!flMz|H2fh)gJfRKFbXnZI7_7-X+Uc2OGUDk)V|@LqQakDYT2$RuQDXZ|Cpo# zj-2f~i#(uHczP0PWg6={jl}P%8vp-s9oiiiZgianPEb|u3>5|hq}3`=mWdJBEuce% zK84DhMdb52hb1;WD!isndKaBV?a@BTNHm~AvP7_O^m!`yH|!z_?xMn>-+lPEbX1^K zgj}g%q{7c{cMX1sQy@U4A#z5N0=)7i^iQVA5F_0Zpf5uKE_zK3+s|aUA)`4Th16F{ zm<~if*4&P}iIi!O;Zs8zj9BmHL~hBu&wZUCgYu78lRe0U_QBFD?dBLQFz+*`A6~@GrSNI=Tz3+a`etQpIRJ|7~QXw~E%ayf;Q} z0wX{kW0@DQB|<=?+|$$mB1BzL`5Y@ngofN{k6lGXkd8PxH|sSFSCR*F&)y$~{1uv@ z$G&0sk~1zK`-%YRYRu7;wjua1_Ids;`kyq3uWGAU9D*YEpNujNL*QLiY`DpXdFU~>G5gz|3NgV*KM*Q~FsR6K4 ziaA}j+7E$?`e*+u>W7r-Z@ztv{g7>QX;GoKAAG0ZDYppqgHc4{@1&7FINeHDL?HKq zr=EcF%aA@0>12#%dEX0P9?)5aMD&7J;N8R7FM0v@?mxHVD!s6FCXHKBwHFx9ohV#E z-aZlEcVDd+KHZvjc!!L3*H`a~>j9Ip4{nU{Jz!p9f0m-v0|6c{*FgayPKMs`{K<>4w#m*vs8Wp?lQ*KHs`QY9QX&^m{j$`zl4eH|mDY(}rgwx4S@? z?Ndq6rEb_Wy010xZx^Iv&pFvEyP#^H@V%a@F7Ps5KVHhw1sR81Ut4i?!EE7Z{Wf&QlJv;B)ed$&wkJfK z+o3N$RyFB%JH%i4o$5($g9=gm%vDMo3^z8dMbg^fbEoF_K&>`l)z2@xtKA0cp#_bv zblRZdtLUemgRSsbO`KsVv;|0SUN@J7x4_AVQg(mVo8gB0T(|UQGwkLV(Cip%f&sB# zXR)_Ua82w^ncrj+)T=XXe==@@iH8>sGg>u4%h$gA9lItF%C)&3{k{=0QsZ*^RU1Hj z*wU=;Tmu~PO^h?qs)q^tb^n##Iv7fH{;PSh4)pB|-0x*ZFz; zP8r>w4!Ydf^h#|2p|Ao3{|k%pZ@`@fAXjPQBxWLxr$f8z}rxpb*-o7%DFb6hK)P zUH@C;heSg?Nx=f($qTNyBbX1u1Hz9^p}gy3vB43P%l^sPJQT?VJN4;X^TN6C-+W)x z38ZQ1@Q$%iE=>P^bmE3!E>Q2;s4WWTKo?{5j{c!sIK9N&g$d@sJd+oDzCaGx9^JUO z#hVMU34cU<_;Y|FRhz&qgaZSb&^o&y4uoF&MhgnyfJHl|Sp5(V);?H#zRQmTi#H+l zoqRYruEw-<3>nNTBJtu}7BE-chzc;sg5j>8G*|sBs0%x$C~2MnCJEk}W2PA()w-7L z?U)7+&ghR0Udez6vs3?$T+RUZ#rox!H`72h=keJOMj6oH9x`{=CJmez30K9f(_rGt z&kN0=$kj&ypebnAfvo&y%4bNamnRVIq8}&a-$yhzFW{ z)9st@;^CKD8>ipZm!SPS@{UIh3 zXB>eg=UD6S^^C@jU4M5$Kr#-y%YS!WM=1$Qw4E;25J<&pKiqehdYOs|rsv-@PEE&x zeFGM6yJus2_dA+;+TgIl<~vs-&*os+DotZ4U3u824~8xm#_}+$p!;U-dWG0Gf$hq{ z`6A3cA}TYtw-`Hj=H_CqODSeB5Fv1iqZ|{sLzi2zQ;xj|ytBTyvJzW%>?`rAslp;& zCh7DjR%8DBg_9ecHQ4MIkr#Y3)!4+J=)YNFwb*k;t3&zBb(r3l-6g9~hwW#-yq8|O z9;-^8G4AN7$Mm~f9iXfMyLX@R?8I^d_VE3+Y>#J+n9X-F*=Bqrw)2y5os+!@;|XwO z)2e8~9t0{4=jJqHB}V-}wpW_5TqW&(N%a;i-}17|(a9D}^zn7ROR}xl?w{dFbpfr| z)$D|Ffn#l$+&zZWk4M|E3(w9!5JY*;MO)T%v(Fa=%xF@66w zEcCRM$pRgH9=@xs|jwqdsjAvcOcS}`kwN@aq9cY66* zE9Oe(-BlXaiuLhZvX3aWVxe0t2_Yw2u|e5zA=~K|EZFLKANx!Twm}-&=|Xa_M0Waq zZo!@vvIQy4wqPnv1N#4vr&Ij}9%;5<++QOmBehyEO}o0=Q_zAbRC7x2Lhl`XV6FUi zS~C{+9)H&|vl+7{QwI2PO<2j>!@K>qo3MY%k~s6?MrW+Lnz%%VSUgG3)~c*xt*YoebP2%{XSrbiH1n2 zev~{9=T5c`zD#uh_KnedCr$kz^p}nc`NtEOh);6yi+=*W#rIqSd&YT8{6;I=B%#&f_o|E9hQYv(?r+hqGmkv$enO&X-WJ1-K5WAQ6 zGhyd@&1iZ|HXN01`j`C>2UhB3jpuxD@N0!_J0Lh4LiIz;G(2!%fBD-#Hy0epX-dvJ zn&&{8EBWfMaSqtm&>24#%ZH^3?@JzoI zx$@CIeM?keZvkv@^ARI=6@c&~AJH2Ng>ZhR{o22`MZmW=Lr!L_2(*|Qa1#T?pvoJ0 zXc}JxPS0L0d9@b9*4)`0hyXgMTa z?6KbTuY{4RRc%?{N^o+pRQ{=o*5Lz*<`ODZpxxKCpyO5v`Yg(BI=3rf`|S-{vSJnF z2eW4hD^x*0>#8e%RTbRZGj0@8Q3b)p%XTT1)o^D!Zca$P2Jroo)|X{#poLm-?Cyyg zkY5%R3YDsX7oU%Oijb&*`hbEBo8lT+&ag2tDy)Glu2Q*cIKP%2gTZIyj4Sk>QuD1HvWQ$GeZ$!QaGG2c?oasCdv9d7!8c((4~@+^VSujsFtA zx~epQgHb}f;;9DUmrvBew=_Vk?ai_T`3AV(^@VG#z5#ZfyZ%DAwgJd0ABxSY8eoI= zQL(?H5uEabs#RJWfo-DZT@j%PC^vwAO`{1y*u14S-Zn!_EpvcKM-zx?IPKvfHA5wX z;A;bm7TDt9kIFM{0mrK$*sqBewBB7}s;0C+g;u#*)t6TAB(;Ctf42=*_XVmcy=w*Q z?if7It_`kUGEwLEZ-;j!g_N{C9blNJSgH`&0U>MV3nhUaAVM^|b|eFX=FDydR?bfN z^LAGAMi2(hOmxBAbe&MAOpBb;>jc`poB1i^PAFN3J66cq1$fE5EoP=&V9v_Jw|BY= zjw-*(%%F9_cLR->VTW#*yqjc3zupZ)+Mc$(sy$Hmxj9VxH7=s&(pEmhvI7u*R(b_Vgi;I=gA87JEZ-pL!rPU3xF61Eq|E8GWjQY?yg zxBFnI_2~BVnm#!BE|la@)CX(Bb{e^7`{Ce+_xYDz_QR)LUnmyi{qQ3@Ki2sE07%F^ z?s?Zb0I~nV^VsPIVW(L;u{mcD_&k(%9sV=`g81J~51tN!{d0|OUtv607OcvxG2`L9 zhLX@A;}8TU_S<@29s)X&hw80gLqKzHiaMh~fD0oj9Vtf%aAHM{Gn|lXNe#&Bz9f<)CjzjOAl24PK5Q|>pGc? zBcMG&8gs2B!gbBG-tVy^K&KU#^km;C*gX5`x*9SHWv?qbPM#(~N~<_`tRdQ0DmeMq zUMInqpVv=)s3bwTSucmwC;^1a-I2dyi|`mRN^Tq4s3T zjYZUt%{!Y4rVdnil7icG{z!$L55#|Oh*TH|gIFnlDrDW%;E`ga0b{tlcM}T@o-~xI z%Q(~EZ15ACxDXm(9JSAuZ_vPPj;+R9VGOKV4zJZ59s_z)r<_y#V-TnJ2uHg$274w9 za$Y!&0ar=TPFVdIc(+wvW<^=G$0T^kVGJrSX~?8;jlsC=M1%tO7_>%=JB9L$0VZO< zTyk&>8a{8dr5{4|?zUm!3Z#KbzQ4C=iO`AE4?mP|tgj#*c_=mnLg2H|-S1RDPtzABfQem&~70dp^RFG1}O9mXFLguLt zv@>E)gjG+CSQ+Pi5v$<8;+EIQQ&|W zo%K4^&BpwJmifT1EVR9A*?e=71wQ71ESujfsBh2U{>)|J6ft%sw}^$)wyo-;k}NFk zPm)sRGI3nCiC>|OiJO~WE=`UBrM} zyWN0~69WrMlpLp=87P>WdQsxRfM|x_!xzI%@Es7B6t-?c$K-+su5akj)kughkEi2q z+NO)N0y>)BmAi?IHsYN?vOISI9hR4OC`7e3;-_gaX`4hN)*oKtoix&b$_r{8%C{Qu zN?7wx#G(cibiCBt8bX8dotpF&7id`bzQx&3nTBmDCGTTP>akz?z%ci2J>F;C*y#JH z9$y!AC@wOnN7#V2$SW2VWYatM8C)vviqhX+H=!b1Z^egqC#Vq99=m7VM!|3;Ta4aL zfg|Y-qQfa@o)MdHil887m93y?Bn56qb(RJ3H24x(#b-f5>wvJ$p>8trmnQZ4@jTrk zkP{n22DkrTJcZ}ilYDFYcxE2kAUwg-delC5mS^GyGkv~TGOnIp!&b5)BPlq@D5#Er z!Sikvd!B>$pL|o|sc3)6sjrs6%D=~E9_SF*xi6Zc#50XLe6LlTfYGGG+5ny|#-kbI zv^peYZJ$`xPzM9Eu?KZLSM-SVEo!aB?Z2Yo7dmQDvrUa!ccB&>=Uv4|f7C!ZOJf#` zY9V|nuUo&O8v7=uMRJ^~K@|`g^R1{t%-1L1XVz6=VNsbmO|cT};|8iP-0v%k$r zhiB=6<9)uV7_g6SE)Pk;*19(a>(o-<_~YS{Z{$Sm63Cvpz3~-xhl_0TnvF+ew%f!} zN*oqPM)BqDh(Vc5(-!TWF)+~0AM56=uijM_^iz&O#GDad%0Lv-N2RPK`l4X=MDo~G z1>XHrYk$3~ibGVv-TO%;agbNyste7;V_0gJbI<-)u-{SPlJF@JIYg8fvnLTxWFeox zOa$LiO?L6QBuH72^E91zCu zb494VdeHB$0SP7?*62_H38B4epRBK!Kv30uZXe7|_ruF5B3mIe5pUtEWli{#LBID>QGMY&HL%jZyv2Duarh+vE*%cZg z41$7m8>iRf>#5LrzhO?=mx_{{Y0sgzRK)P+UnC$4pwzG|+A>h~b4 zN6dOyG>p%On9#uIaG_|jjfS}H!7kP02AHoL>KhJhK$oQ5E^YBf$exK6+GE~`htr0d zHN%aNvn@+;@uOo)zMVB)l@1B1%N*JsI-bQvTsiZBj@^#OV|BmM(Nhxm@<3t}KHp?l zKjUNI%(`u7HOd*tTfJS-r*U!@U8;n9D8LKeZ$Alu`>43sUaJIkaFP zGw{&)Pc3lj-Rx*<+k)|B)vNSA@YYSsokiZaV4phWz2dtTylTkM-M-;9#+vv>KFGbs zhnMgsPd-w_YJlnjvThPkhd>tlo4_IBX8~XRL*6r1-p~< zTT4A!pkW*F%k@bMA~xx5{3P9iKjHpqpLVyvY(Cm;ER&1t2I;G2ra0JgAVi>beKU^! z7bu^0uo+rERZ~>nb3kennoJz$;NR_IMz_2<*ziI@*3yTAd)f@{YMwGbGbS>5*YjtE z1=PRu=64(sJ@bhJowcd47Hke4FZm-qx~v%+Os5q7$#AhJ>1W(kF)pkNr2AH$2%0<8n44%=D~Ab)ppc^wyg)*A@%yLa^Y$=tYYz-iza*HoIggq`qYRgk*Zsub-nr9$%z(p{2E(vmRIlk zZ!47F^|wH`N+@W&uLXDhM&?p^GQLh!rt&;u5fxMLq6Ka@-o6M7YQgBJh`U#43pRgD zC=ZQpfs1gVnAO4-6sh|zdyvhmqlNsFyfrPbaq*YDlf;E_@GjM}5?u5?HtZMv#esl< zfMohr4leGDN-*{0;O@tZgvSF8)=hgH)(Pey>VP$IER_S@iAyTScXE(oI4q*f%SF=l znzwc9d3AT(CwFlNufE@9ZF2|M2y3dLOBt|1k~{O|#y1w?72ZF;L}f!)cf*8a9t(4w zRYytXEZ$rb=Ckc!p(AQW=)f};K27BNKGtVprTO`rD?hVfUl?$WE6m1LODXc&Q6~BY zQ_H*?Sop&>O_4HZ!F5S>p|U9(CMnI$4`Nub2``phHN?UtZ+joA5etvfR#rJ!vamNW zs^~`~6E#;9{_ON&qONPwykw4nG}n-m5v~j*&ehcng)ktqNtYp*+5`dptzTDOXhQOw z_F8Ki9pyc8mpWSLP+REp$LJ9q7sacWIcw0tuCCGD13FGbE?+Kln2zKEcIdL?Mx?qZ zNo4aiqOizfY4V~*=&$e^}A-=ki8;i+fZg3mvVq#H08x+F>2yA}Qaz6O*O*;;N5wl& zGa1j%RGit(EpU3p>$9G&=9g2ch~INOsgp`Ut-;_CMLGrRNxRQkvncS++WxbYOTkoC z_}+={WQZOu7(Vrz4Ds|dqKVhf4_1e4|64`IJ8|WszFuV5JUX1@^ofAui&Bkl7Xmr4 z5d?c7fd@C+=u1WFQ2v(tr!Bh{hI}%?>&Z1p>?DOB@2N(oK*NelzpG$jE10PFstQG( zE^3atRe0&_|8d5u5~8ums|#H#aLlGtanGZ2*x0W4>L^tXr;@6tUzE#nZbFacR#^t^ zSr55w&z2*crmEy%Zy^GF9rHHr|WT^JK1ViM>6WiNJ5KSrm{kfBb2rg;Ug)=1V zePbBbbe4qe!|u&peZ^4ZRPKE^P>fGIKe5LLi($C+i^bxhB8=8QCUrR!f%WKQYPn+( zO!K}>U%ga>JB=xB(>%W$?@lclErfdW6OHdYqc)$&tr{x8(5dXxX*`3MKR#{2v#>Ei z>HUWSXw*2g=#S=uIUf0^Xe1v#?{0f2@Z7-Se69PEj~fc(SBfX|5U9UwyULF|Bt&Zt z{9Brf$%kz(&n?SE_PtBi9jkNEuedVtoNO)}Vk(aEBL_~aZ=LJ#QqaQ9l@%V@1fsQINqo|(E03&rw$5-MLAH}R6!Dx0a25@4nF%EP zYANB3+z{e`sb+*lRwNRXB@$N_T+aVIi4`x)U#m= zHJ)&^X)+C@#SnlQe>KiroRMf_n% z-K@@uBK(`4T5=sC3C-pR$xm*Pg!UDsQ|~{85gW!O#3+TKL}tK=m4ZE?#9gOC!m2)m za4P6{-R2TZ$fQpi>ArqS#OBKlxse|cg%XQr-;jI=$;IZ@9cP>fUj>m3!WAHbf1cX< zq3|XOV{8<3%)Mcw{o^$)&kH7wIb$dHKEXP7-y8)=e{>COKhhEt2n&U~Z{+TVpm*=F z!2I}dTxGQN)$-gf`O;_Qg?NZ$FU$=RPJ&09szgR*0!}%3EUh0*L@K|df4OZk;s?U4 z+V>=*cTI(0NO1}dZZABvYeyO!jL1+aPKO)isSaVCfyGIF`*Qwe!s2i4SYKuia^I2p zza;0vKwEzNN?R_p9vg`U$mAn_#`Q|RULj=I7j)}372^9$ah!~J5gx35rlYy87+b3N z)mD`kgAfXmK6#M@TRXA6F&j!@8|L4#dAJns7u;dkXO_a*I<#HDsT8?aw4UhhF2lwf zVaC7zmEps~bLj&{6=>gFe<1f>1#WZ}F&?T^;)b-uswEwjxOd2PV)I-Tlof0Fr~j+L zL8WzkPgQH-%N|VGBVCKig8%kTDc2#&LGsVb6?G^e>PGpM2vqGixHF$eU~%Y+fK9Sw zC}uId=4^3KzuTJ0C82-Q+7ow`TG z5hK@-ym%_o)dS469O@yGTl0IXcRjvYE)CPuqQTeo(B^}>G)UiLil_ddAtzdHr%Y4> z+*6pBsk}Zf^ghYn=T`%IlmdTwWH#VW#h`QB(nic(ms1c7Z@{g<8)pvoG@xoELs|V; z1J>!6EjcyW0Na|P7ZvyESa4HtjWa(T!kZ-~j6LayonjA>qv-fM6BHXg*$B5Iwy&?B zqN8eKdFd@jI=oH^P6+!qfobx>Fv6k<@?^q`qQXGv!PQ@KrI>KeNnnJmV8V8+Qn6f^ z37w;hr%x_tz)#&{hn^r4pXRw!#v%-8DLnIG3os$HATBI$ArmKuSvIeHnRqfDbk%>J z2`8B>N6$GX)b|yet(;*(Rnkyw`wR>I>5f9>Q%wA*JiGtX6mLE6ng8P(6KX@Lg3G?M zP&U!~X^xi*hF@;{7v##urQUB%dw4F|LVo$hg$?HH7fvD1hd+k$gm~AJN|(qsPq4s$ z;%n{HBont}w`{%0d+yYyiho7IEJS^%T3W`-_(>4b!YUr3v zi>SE8Q(4#0bSqDl-gk3EH61B0KL7hyNyiV`jv^u6z7Db6naAsz;N!dC{ria~EUdAf zDI}V3@xcsV*mx7%Whu16X$JCpbUp-sWgvCOwAwg@fljS~FF~^mWapP|mz858T7B5e zmBK{egh{5OArs4&Q(t}_A)Ii-YUxCZu<3IWQ?X>?B&mfp-1qyKy02{?#jG+4JOzv#63h zRXUGLgkEN&_(p5?mn&@ee6X9#X35=!`_;P z6LjoY(-a$GOoz|ccKajjMx6Z|;_yJL5o2%tF9y#yp#7kVA-`xN95U2KLTC+0o)493 zcuj+z)I^12Hw`kQ<7UQ#G?@6Ck1PzMLC5Cw`JosZG+ciis{LCJ^Prfs2TSVlY;|#y zLTx={1OJ%O-0N{jd&#AoAS%wCeeQD6kP6{K16BGdDy$AS`l<5zRn|SDD~b;(5L(D+ z@7JMVRykU~%$R~geaBH#4>HV`9;ACeBEzG^dwl@O$O*xfWVCLu9m6>);pGab*5b4IDgwb~XO2LZ|S)nV%NbC_8#NS~j%`hh5is4X8?+;2j{VgZtEodpRB=Z&b}c=>FB-`(96?~37GF-q(mDn{6$ zywczH#qfALzGak`!*+JW-?8E4uOYKz)CQiWg&yyxd8+vT=wCKgh`-{_Iu6$hF?x2y z#)hZ(!p8>IJe6Mvp18`hF>+JG055;(#htv9&dXoxLJdauP36IWRUWO%mxrlVMfUAQ zc^EEB{@W#*2g|$VhW=_fU~7oq|6-L52k+p{-_Nr#*z<4rEq^8kdnX%NG3l_YeXsZD zMjBe3d@poGq+(v8n{!(|1zl%Gx6WTo!ro0@CHp56@xV}7J5eSPlY6q(oa=~3#rokr z0YnfomdQYYZwX|$G~?u<587*H0C=gvzz#%;B|%m zj&wf)!Kby&32qdO--pHD$q9q*wu24|J6^(0FgU_MDF~9kM|S3R1|Uvb{ra7)k5T5$ zH`m?jiyL;buT(#~K|}gx*#m(~7<6ur6gYI0;A8a_4Q3uDf-iNw>AHTNm{=9oQ4?~W z82q+7w@dyAp}pgz_qivRaYNkh!z#D(Rzs`fhdju9J7%b$UVtT{ zZO0Qo=3~e8ZIns7Ld-qityb<`i1O}R$32RQK>Iqs&H7$3J}0>PieDf>h(D`AjYY!v zHrKMgy(M6aiA0BNC_$je1eUD?iMkE-CDv?jHBwi?UjhJ_D( zszHw*L!S{ZK#DRs~s8tN++DbOfS#>24w^&^YOIBBwwk3W_`d-SJWv6^J$#xHliqd~^J9_f`-Fd2h-B?nU< zkU_1<^1%QZCH6kD9!tm&>JeSZT}H=Cz87rA;qvhsCKVlXWSSK1fCCDUm}RqEuYG+pb{njRMX1TmJnWRB-NwTFEe} zSWf*N;Z3EYZ_ATAQTyt#XvFpDg7SLEP*v^Dk?Ns$L@KDRn1&-K%!li9>k+HNd9qdT_& z>B*L}H@7z6?Yv!!t9k?e7A4(nZ=%8KM@2>61PzV70>ybsH25s6w%W_<<4;T0N{lvB zVY0$GG<`1xhoau^mKLT!ckD+iSDOOQ6v1Zcixkw4iB&zFB_p{vG`-><86)4ek;{4h zFyDF9lINY=fax;c=VL!s{F(nk#=V6VmCSSsj*%>l()Lgx(%R)!yoQR$S9P-%6;aVc z7%GLyQPIJUu@rKq!0^9q<7ZT<__y%QyGx$DdNsyP7tpBqayVGKQh@sf_x2`!$_L4?d#G&x{5l2UzTSOgKQhjjeu-c2PR461`nBz=$q;}0VWljo z4vRe-@7O2QVnx}?+cV9zxYhe}?z>hkRO*ViNEg(B+TvWa=4>6j4kgY#h#wA?3+I_P=losl@hJ8#^&?Wa6j2LYSM^!S!q@P}^c zi{pL2*}bIZD)l;W6kBfY{91$LS87`}_SE3+$ycp|d#mx)u<-q@IsaQ8m46^^IE4?bG8gw zZ(Xc6I+Vecy}?D2Rf>GadBfkGrFe6dZZYtigqO=C=D*pJ;2G{zpm>vnp!A2?RyxH< z7jJ*|nb)r}dya5rHWndQqlEABt|FvzYs8}#7h+O6h*Bn22#?#8H~&Nmke$R(mE+CL zU`6K1&7%2uWOUlaBs3d*oBi%6m1H9`V0y#m>?~Xu`H*(-ZU)9_iLtwjGhpy|p>_u& z9aM#~@wmw}ByW9lf5p;NwDn%ljk8L@{K41vl^c@bW!zXY$(M-0#|(AZ>=@`}cPk3D zL?c3^yv{!+3~Hv)=KRfpSnq4R!k7{OCBA9y$IH*K-mFfF6!s9s^s-B@vwUImEk(s_ z)(gYIH*1#sbHs#{X;1WCC$t=2*(W1%8rqkAXQwaiC#<*?`t)bFiOgT>k7xGYCT2;= z883Z(iFL)|*Ir%qC1MlGassS<3BIg=u_!ZNV$H(efiJcE2~oV$IKMT3uo5mlrL)_g zNR>Vlx=hWV;OIw5epnJr$h~DbM4pE!A{XFQaM zU^+*XeGMh_PuG>NdK*s2nf>}{(-BVSRO(z@SrJKCvUV8_Bu5f>x@U>4W;~G*7#8&3 zuQ-Cu33$@#lt8G>VZB3bB4J{Y``vV9G9eyx&s%Rv@Uh-O=b8~w;8)+t>We>s;!L=I1Un4sklrU~|+a5jgC zUYr@TB|eAniTAlWZ;?lA-(Tx^cH)!B^2hnaM7n+Zs&Dy3_k0d(I;4Qmn_53{ zg;hW#-v1o5G`oP1kt+V|db)`Cr=g(jbi9c8v;Xf~WBFp@f`Tfs#hpYXyYu~`1(pya zk9Nu=N|X|(2;#}M!cwAh>)(}@^QFXjjRoi5WS0^y0_E9iymfE5o!!rzQbJpF&-v=y zQX<*nLGQMb5+YDhD1EDK31M(#s4tu#5z8c`BG=PNgm&z@Wv5z6gpmH#V8K8V5h&4T zuqnNm_)qcNjS-h(;&OGysKC!6BJ8&)$LwhlA@+BAs@SiP_#XfO|NjivcQ}>*8^G~W zBo#^|d`qE>Qe;NmiiQ#;Tf<6LMk%tAkeR*L;T*>}#<92C-m`ubNmeBhBBa#s`RjFk zKA-bk&vTt~uKRjFAI}_epE;3_-;%9tNw0G8P1XzAvzlz=XX4$W*g!+C1LA3P;cPr~ zpyeh%b0!`Q&q!j8&cKr9N!$KlDzd+|{_A8zMWKTAfj2{v0VF)}vDkdmaw$XH2<?dP8jiHp zSE#V~tNRf(6x(iW(faqs7b$-{KIBgL;mnNm*x`$AI3+Hd=_~7uG??j{rmvvcXJS0Bbh>}+%2`K4IUij~xp4oHNp zckie6T}cIsrqExrHz^<_t5v_lE)634s8tHGWMDGe1so!2Ah})Gp|FYs^pxkkJ`Bmg z8GHB?_em0TJoDcX6p;c4G~dOXew_?Qd8MMyd#Ay(_ssJXS13SLZBxHpNP*Ogo{|yC z>9C2dOK&WY49NEO?wxH^P>g(XcRVQ_c>MQ_4Xvkxk$>iH)z8^LdFo(Sd5cgoe?yrw z8^(s}WIrutL0#QI$NNzloIG+#{oVi#JO}niTlUf*K&WK3zk>!rym*t=LW99OM;wE? z^WnSBTaUZ7G&o=S@3LJb4bs)mDB6CZ1LgON7mRiJp!u!)aB6Kn*ggzo-1dnM{IYld z6iv}#Rrkog($92g(&08bu|S8r0|M&58R$^B=e_HY6dkfYzdQwcWMd;I-=sqE z*ylmTqFC4&ITU#EcM2Tduahl5lLC%OiA>SXDL|_JuLWzF|3h?3rMYcrcdqJ|D<|;*fCoTA2&phq+F0 z8|T9HAmgFcE4lFfzFonU%egSkP#&@WQZ7(BZiE}C=7L9Qx#IIT+3;}p5^3&lI`B(f z1sh>199tk?kk_X|&w+h3^*}0|%=3F1q(*@BaH)3IL z63$!hO@!+SnTM`_i-mXdP74!0383`NRe5?j80vHlJQX%Y0=N6Lr}p-6*d$o!FFXfOSLd$RJx!Ld^s9<8qS~EaxfYf z<9T|!pT%MbN%;1!8?pGypmlOLEglt{bY{)|kudx(yUh77Bs{0>2@5;Z&_cOog|w22 zp7YzwN^~eV>`c#7P^O^9+e71P7U@{Sq1ejwii)FW)JSgbRDAa{I*$7R70s%v*e6o^mc;oO)6*ERu_&tb4XLu;gO4F#4La<>8)Rd%8`x z=VO)V=qtxpbksWXMo(sgj>jt3K=(O@n+#$UT`*k+jfTIHQOx`qb zt(2pSWtV`NbtO6qo;xw9Ux``6iZ?=fD{)TZOVVs}C2CphEr)Ye*!ZoPn+K}#dP|i5 z>FR3SxgPg>y`mZ)CyA{GmRFOf7zo6J4|-lr$z6Zz`!puM4%WZV}$iKR8iHsCcfSH0u;1Dym4# z5^}ikMIV$x+z1&hT;{67*c*yZeiHKk)}H@J_}Z)YWCo$kai1YstvU=f>lLxOS%*UU z!{?eq>acC^vr9tE^*DNO-01$+dJGyD+u`xI4h#RgeCM`gJ$mJiR0t2(BVXs!cR36V zDB9CYS&eJJ?={PRNc0Bu^nX^7f3gufqzySQy>CRzBcZo0ZfU|;Qq4nc-X`Q6)-&A^ z-h{%8Ige!hn(&oX{Aq#oCL9T!qbb~M#+OYJF0NJ0XtdpMS312J6BeZ?DsnCOKV?my z4S^Q4EdAW?KG1^oaR!Y+KU*;3*aNX;-d5z)7_9kvr4<8ln80QwlpWg#jJF}X2Ro*F&!MY zI}!FqaGxSRuV=pUI-T%zrB#E|cn8XkzVW;^(SaOhAOG{L=)gw>;Lu{;fd@}}Fs@a1 zV79}chO>1Cjyw%LKCjY&w@NmLg>|%JR7{rp@r-ut=ss8(WY~`5q2Hw`XWKEI;Ynfi zk#>yuKoY+Y)`laa>mT*@Sw+ zvT64d8!<@L@W^a$BeL&QJ-*4N5e265*LAix;;N1ADtu_bXBAZpRc;NKa4mlaRkHz8 zs+X@lE3e0ja39TtfO-tb)b)OFupVV{yY!J@?M+FI@E6HHyswN!=Uprvk%$o zkU9HT41F9iYV>$pMqDk%xu(6$DXBqqQj#FGsv4^)yp+7-)o6Km=B8Rm6%O0*uog~K z;#gL-nzm>qz8Iq0HCj|4)2}VUzNB(AXCB_MXjqQnMI3_9_LU>=`+FfC4W;PaWnfhG zq7;{`dbq-|1g%}vxpX&|;EmrBCcCc`BNvBuNS9L~j*UpWo8K+OE$czsd8&!I^F%tN zuBZSfKAV1j>P^RgD{orL-sPj@z|5z0Y94yog@cuCF4o^#`}%e^8<{lyn6x!B@sNnq z4t3E?TpMZEtusl-*j1j8g0iAE09ERaL`%C&=g<)&0sNAQe~mj#oImNx|pl zw|MAgDd>`u0x7#&{T%6vE(bi^2Sw(Uy>eif!VW%gv~t8tFIvLhJ`rp&i&Y$m$sbf={~(UnI^ zSkIo_NPI7yf4puYD5KPt~>(n~Lpb9+&o!T$oZ_)g|! zFFS!&p!-w~voqM6&i0(9YN1-1sz2vXCs5>jrpVas1fE;-OazsjAoSx|jr00m5W9AM z#w*MZ?A0LBhL73D5V5{I2%g^AE}Jm^b%>`;RnOT4}lUzalCe*&e(@g@+1% zs#Go*2BbrAfNKVWaR%_s-9Ck)8NmO$)ld&I;D=0=<^T3%!>n+I#iM(o&0Z%9M;q=#^4~zfi!!bII#eO#(f?{LFxQ^0+ z`FIIAD2N7I%hn!1H4T!l&05`Z$pYq4mw@x6EXaP$Ho~Nv0V54oGj4@xu=hm9bKb@@ zSbO(~`nER>aMNE6=9eUB=TlWH`H}|CO)2OTVdE$WWos5?#sJuPDw!v{ z(g$oyq{8?(!$ABoe?m@v44ie^ucQ4d9G=VuiH!M%L+#&lcQY@9!+~luF^R+|P!C@c zvTqB61?3XA2pJ#fi#%zQYZMA@?sD$D*}-7HDeu+Y$#77-)pq59ZU|UpcOGb;2m?A- zaK7m&Z(!m37|fp+2q%+&o|k?145p8-xiW@51fxhEqf6%MpcKQ!D*fsnsMIaGBELKO zzJ#s8!_V>3;q6hL!9Hm4=%wuji#Iy)zkDJ%5sW15P4-%nVQ3rhdnL{<0>_%m25XXI zv1RT~Oq)?GE{`y&j}6D;Fq4=~HB&6!?PmJdAeV&uj6%=6JCTa24clr>1yWIodx3fE zUK$RDFSxE6q@g0uew|+$X;}G%?dLs}G+a<)@2Y)4My1d{O~1BL(aJ_l^Xu6Rj6Q6u z58@f9!hE0oK3@j%)LAC+sb^yOTx+ydZ8jcluS*}HWh1HoujR2J8g5@&h!tbXMNNKY z#{ShDe8WDks%4aq&EtAs@gf~liyuVpKTk&rhvU1SXNcbPGMAGWpkuIU`Q(j$IxaBj zUKQ)6BS-bSyu*JAu;Qfg2iKJX{F)Zqe#Ea3KX#8UJbzY*6N-P%mdY2SK=j0v&aq;A zs3Xd#QBaJEJ!ce`BubEalr}Y~REk@9bgn%VEX5uL^|AP+@I3 zuw(BbdBevQXmRHt$J71_9O7{ZwG*qvEwN4FKiI19wMvabuw@lKQ&p=cH&@}0x%C0o zylOQ1Xexa>t_B%4*_I0X)uPBuXUz*2#3O09t~*;G>a9<*-j%4soQwQt$;aw2F7;Y$ zomCyat89yPu&6^5zH4(!8Fi?nRw&s)t;6J;M^fL@>(FqI^dahzdgOo7sVzV_vUJ&M zF})sHyoZWNgtGFgvZjQ8HO3ia3GLSWCU^*aD_8{&2sYr;Nulh6gx~u=>xdJUR%%L{ znKmG0?qiiTu~zz$tmvE8fUVTMA!EdTeU9zc&%`>KWu}RX+<^Md#sMmX0fGx_)`Y+O z-d6h&7K_Fmk0P8M*!V&zO|=rs*au{?c;%;f*@koV~@9Z+mequ4e1h-ahQ+ z5pk*@OcXPC+D_;$FMnW;FmJ}%X@0O5<&^zh6gc}Z{H%F@C~;lx%TLE<2^ml6t7yLK zMN&`&*IHgLCU*H1IOg{vlg7JkdwqM6@5U$J0>XVm-sKO7`-WV(%_}U`i#-_}JOVp< zG00fD`kZVpmic9P<+JtTuk%|t^uP9?L#gYGXnYSA_Nt#|J=}x5gWC-!8G7(*)gOz% z&~7~O{?=BrpIz9*8AyFK(S_#Y;Vu;QF1&L6S-jDOE>uw7Z1Lc8Csr}eBy$FKVg^s6 zTg=u@{MS+_)AykRTc&oLUkd2J2941u7M2clnB;Si^KZv%+#JmNr5|C0FCib*q@0yxgK;?c$KLZ;wWY&G8RGQr%6-!Js^$yK!A z`1p@}vSkbLe(=X{a-tb)+zxK!>l6R8A7&YXXNmVEffVLT`AwKbwd`aIX~I3npYM8mdEv_PRH3pAmj2*9bjSN6g0&|G4#9d~<5lQCk7ATJlq3 z$In_E%U229Ct8a(-1gyJcWRI>^vy3hsv6@BL%we5tHNtHKVCdU%qKN( zySbRP0tcLvQ0aC#()LuW@hO*MlbZj--6zVCfAHS5<&{$83Q7E0TUmma#aZHGvr4cf zNHFKNaWQ&$TxI0FP>g+dwr1`7T!_jZrMm=(xg2`E;6cji0-V3{!$wk*j(cwuHWX*j z@$a(TwO6ZjytCn_$D5Uh9uyq5zeYoYL>kkZpllp^(3dIForTG*A)-d*85l`V(95N! zBlgCglTRYL{7jO!>~=E7uGu}-UnAqeXTvKa>0}&kr zfE7K*HCm&iQLb=Hazb1r8p#GfseKuO6!{+)o3z4EyiLD1@r6HfUf)%>U&9mktL@}? z`5^-H?yyWK^Z4PA9(QYqgb)60*e}~P{TS;umUqucTO;Y75$je3HRLy6NNY1P1{*E& z#)+Fm2d->!Q_p@1dh5EbzE!qxa&GJqGe-c#wk>^1oA3p}*X`y$M}t60=%3LvR~WGB zo;%%kGZv_~)Ye?TCBSDdd1D893V8CJqdAA90GEwfGjCuFSlxcPc!1?$HSG1$k5Ei=Qd3z!%e?)iMR8} zkaqjpXdsOYZt=EXYfq=ZC+{o9Zz)7qvefkaC6VF3xfineS?MsecqHLs92pj_M>`j# zrNeZXlRuEs!K!wLj(>7GY*m(Og`{*a;T~q)mY5ELDkmP0b25Nwx}o$@FHU157RR^S0fwLWqW+w8#a@agxFz8;{)S|ug%)EDTABSx=2xKt3THykNzGxhlp3Og-i+=UNCK-d2EksT|EPO4!gH9^<_g({jPf2w=8(qSJ(B$ zGY_6f|Mt^rq=Ay|&5Yb48l**vi9V;(pxAPeoW#LMuxt63mbBs7#~nFZ&6{4R+O$%5HOSCY)zDG>CAonrBm0;NJ?wp<6(f!$uA zxJ5Y~u2zP|buXpCA$yxL#vNohP#EUvT}*;2^ZU+Qv%~^@X(8e%Z!9cF+WK4;i3P_! zvv;FpW8un!sIXvi1eD%mur0BR1(HBbaV>i!7&x2roXm=Zwo6|qQo~VT;K0vJei#9I zbq8-AIvfOo_wV0f(|QF5!gmB8RS5^Zcn3>!ZEu)<7B?EZ@)C^Nc1~W+G6SVwhW|6q z(Z`ccE3bqlo`PJ8j8~J04=j8q2ed!&fCX{iL_fDjpcgk#UBu!ABn-`~qTU1g?Jarc ze$K!zabVzm%@c^9VlO=7;R6)ePcCGw zU7Vo`=v=AktjqiWy=HgZ-(Tc_!RvFr<8i*YU$?2q@ni@l`-O?h90|stTH_+_YZ2(4 zbd=+WRTOSHwRLmOTqMqzozUEUAqG1P^(*IYC*sQ3_9PL(M0~;&89J0sLg%QedwNkM zWcJ&1wn&tWU!X1)99t+!2y$RwEG1}N&Ql0ZB~GtiNnh-M1PMws<(IkRe%=-enn~!9d7Zx z%dYE30Tv$OaQO32b*|yiU2?@J-&!llyHJ7$ zj<$5?~ef6^U$ zK3AiZ>HA~0=C$~g$x}jmpcc<&4!AzWTC{k*`c8(w4ppkW=*tFmIJmqk(?qKd9UFyz z>xb2$Tm2pyLol)5uzj=6u6m3J6CdSPt4E*2f(zVN>XB0>Y`ERO9xvVy3zA@Iz#7`W zTXEYP@aH$jc~!zd%bTm>gu$lw?>VV9U?J1N7cqqKk6B!+{2MS#?ds4X;RnONt6~8S zXtG{JF(=IMZQYYX=y+qy?lmFRKX-J4@MWOQ{DHs*94#>kQDJGs9Gx%6H3-K%?bRNr zHe!SCB#Skn&PM|qMZZQoDVVLNK$z)}(td`p=akT96+)IjNAF%ET=q_`)+1#4_4c1U zV-t=!n(?X-?({l(mBr;Q^yy%t#*(`5lZkg@Omi0|2zumyR_jK!Z9`E^ zY2A30ef8_{)o!Ho4i;Jwy?%B=(WQvog9A3_hmu8mQP|J zA6#Q&?MK$Pe?I0(_M`o`sA&G!e$<TS*SOE4{_+Ch*@1X(&cm;?-jAXC>@iG zgmMAf#gtiJqi~cBw;$o!teC>-PyP6R00030{}k7EJXQZ62kp_wy(&~zsR(6PgnsAu*Yoi@=d;c^pU>lbK5N{! ze9mEWa4@UoBQJ-8-`;wp-5_(Ywq4h?CX$0!U#2smmV^Acx9QKLIQUboo;G!#D5vOV znIFwTziWp3w0${vQ%U^a*Q*>ne-p-R4|6d3Q0wN4yEu4;_O4r!hl8H(;sIHcY%Ej1 zaduNF8+}x^yz@+9W5TMv%bh~mc;hogbkUKGnG{lwqXiqcE06axkFrr`0pdIb*%)74 z*5CNI9r3B~Ui!IqT&;nxCkV&(QG zjE^YsoIccu$o+IAU8xb@pSjIF>DhoPF~_Pu**4&_yr9>w`|I(SeyIVqxgO^piG0(( zTaPVwZ*sNmtVij}+dFjLGtv6r?^_rAnRxD!>`DD826kV~=}*|gKo_pyVK|aA|Z4D5_5#R0n5*>WB#7HM&Rur;G%UO$I=&x(S39bSr63{$W!(BXdA4GJ3C_pCUmML{KW zx3}Y_AT#u+TiCNYJn~k0e|~ZuzV#!EwJ6nL$LQ@X>YBBf+&Ls2NF`(I#;rVy#$K0~{!S%wkrcs+hj~3_` zMHixd&4J#?m;%hJq?E>N$i;%ELm8Weaxl0wnoH(>F4}~t)r9Bg;^U!RD;GCp;h5cS z3oFAc)T)^@Z&A<0Qacly?NS-ov-U6}jFg5cN@j8+qiI;a+F3x+KNV+waWC7bn2d@n zfsh96c-(%l?a=7&WK?QR`&A&6fYkePhbVUwkkK=&F#9Y9(~rwnp5Tc^fkP!+Kp$_Aq3l~ut!hl21FYq~Y~`h9Fnyb~m2YmX^6yp5D@T}GWy>kr$CO;Cr?v+aZ2 zd87=DJQ*rI0B$@AynU^nF!7?L^r7N?u#(+%de62nP%2P!eU%XbeVe)MOiH4F5$iCO z)({7NuN#X`Q4(O4bXB0n^;n3u$xryF90%UNRp-Px@vyu{pHbD70vhY8I`>ATf_|3bh)&xp*X2USsa+35I&(m$$m!%=&wR+M zDSW*lHxE89sVKLn6hV=P{pwk@Vpw^RVK_Wk1U*w*{Fk|wfQpHhkd<-?I7;vQak94r zcC9>7YnxF5Kg3Nvwe3owbw-M}OQ-^#R@=GijdbB=d4EbX2q$=|Mm1Hwm)EWD~f_tPh(f9};_Ar&Y+ z;!y>e+w=GTcB_UR4^DS&Bs_I3G4iBqH5gRH%6+&_f|9CH*F1MJH2-Nj8E}mRmlrlP zzq(cp4wWwxo88FZ&E6=Re}x1iekY2A3Eel8AM&_Nf}!yF)-Gofg!NTe93ULptoAV3 zi3FR+DWU%yNx(~u7_%g_f5GRL?m&Vs#gj+QULgZHs&36!I}%LozdqV%O9JoxPL~60 zNU){nba=i489MI#nKHL018tM6kBA)^e2oJ3%-N8kFSqu{Dnco2UwZCX3x{uBHyLrL z1?x1y{9hNzprre#BhS7T#ymGfX`dy*t-^CTau>*;Q+rzZxfL1i9`F*?Alx?2x2Q_k zH!!_;?+gh%_Q!Uey+nqHm$p?xcEPv0%N7;zghbZd<6QxPHyeUGUzP(#II;3N zO2N}DtNzBPQW)v^8ux6W1T1&@sgt-$f!n`l&7Kvd@HT%mbX1}QR@T@?a&IUBik_y) z2yuPm#LeEDgrD7*<0H#Up`hF2q9viiBX$5iK*GNzjk^?nF_!EV2>ssMO9d0{O`pAY zmMmHVJL_Jj-`6by{uz_-T%95qVW>Cst}Ow9SHCJQ{Vf44T^kkWUnO8A*Ri<2rxbD` zo3>tSFNHoY@of}h+{NE@z$LvDw*UAevj1WQgehj;E>^7s>nzV1Y6xYh=jFN8Kvi_F@k!wtcy$^}-sRPR zh?OhZ!>SIJuJxR+9jpb4#63Y>uR8E}v_0vcAcFif&tk$w3M75&JycpqfrQjI^P737 z;O{h0%iB%?-aE%_V$EofE9P+Ys~inTZ)^A?LTGT`@|>X}n+l3Mj7i==1DO+0yz3Yp za-M6Qiy{MhoW`BMiZLMI$~8I1!%Qd(>)&>EFB62soP!Q< znDAA2EAImq6K>4-Y|Q4tbdOM_|6$nyLMf7Wuqq)b zzFakcFy5Z$m~jged=s8r%iqa_b*~rpZ%}3eQ_bo?%q}M6z9{(kM}-M9QjyC>X6Uf( zlS|{bSvssp-FUU?7ahLxCwhDQro%I}2Rruup+n-A=ZEcg6aB0c;JP$VhoW+UlM)Mb zC^?`K(!OYrbD0htw@qz5Z)k8-O-A-x7Y#OksU0NcQNe7)!yv1W z3Jr5Hdl|)4c&M@Mhg2yQN&}ZOJ`#Rf(<`G^Mul9@pc{v!sqiwpGfs=hA>n2nQbc}n zC#ZpkFtw`Jeg&ZjU-uC883iURU~ugJsE^-MW!T;D;%gtK&^>I&X!N*$gEu49#t40QE`G)czwKY)35tZt9 zssXP~Th4wN5^QKtw|1GUf^nYvYV%{2aO<&!=Fn^<9MI3@KPy-bRbHomSZY^-`PSb$ ze{WPmW>>r6w~|V*bs<~1Zms|;PrbC|?iJwRf1oR|uN=(ct`67-m4e7^^&r0YrSM$v zu2HFE8B|zqIFtFj1g=nQL;my^gS}EE@5E3s0QsTDzV2e69cQf@5iJ7aTj77kDhlCO zbVg9p(|llShS;ca@<2*u^~2*&@?phF-H`zQY;fz+Jb%wW3rKmpH6D0mLif&*4&9Hh z!PT>W@>69RWZTRxy7Ih+{-BmGd)~eRp68ymmy}Z=zCx{$bR`8C>Z@LJha|$!pISdO z7ZPFO?Dg7yha@;Rb2jppX*4`NEOz9}rwCBB^{srO5eeFYGQT8-gNXlC>qEb<{-D&Y z$GUXnG3dve=ktU=2J84kmctE?p*z5D-n-Wk3^m7$MUFXvX@lUSy^&7f`|!Nf_eFJB z_I8a@V50_@8W)U*RM_IO-%E`(H#I>=ccY7Qye9ZYCVG|CYJ#a|-4nl;wrFVewrWSL zEe>3L^g}bq7Vq-x$i)BdTsV{g~eW}g%Oh(9NdP8<58@8w6i zJM{eVu#j7E??Hb|SC`KF>lB0)J(5y`WJ8fM~1>uB?hQjsc2>enY z-r-;tjlRlr?WayeQM~PLLWwVHVl*hnS1$R207(Ced ztR)Rq`ZF8I&1u-Z<+i8ZvUGG98W@sr%ES|5BagEjGx2A0xO~|2EZlG4pLde*{A|p9 zal+=tEq|D?St!z09lV#&R>{kn&B(?xsaYZqqp~nmM(%_OB^yt>_y6`0lL|#R#h7-u zm0yJRdG~pqs}$q2_a8Q7LJ6Kb789|uwgfL9I`zsphw%L4waU6>sL=W3&<9c(&ezBt zam^}2F-}!qU4A)AQ-u9bZ?C`=MJ{)Y#4C^@&E+*4QGri&`-jiPRAO>>uvF)oD&&5g z9OtyW3LoTY2BQRFu z3sI%=ZZ&vt;K7~k<2AT`_wHPou^OzMn2Zs>M(pGJ=2|XaA*1c!4CldEEe?kN=00+@ z7LN%87Fmtf;wH^o@fw6f&o~Zy2$go~R#*@!Y!)!}yjq8~ajPDc5h}Uy$o?hVsn9NE zaIFsS`W?R=NBCxF#hSHO5f2|}J zDpcH_ETG~~m>ab9t~cSb{Dmb)!fq>h*+1D->{x%HiAgyA?rFLkVV$;X@|P?s#>MuP z^AIM8^-)s?spy*0zUk~{8j5}WIwT)W!_UGeMh~>oP+j+UKo>V1_1E7Po^Yq*_Y<9q ztyk!%vn63YC6SIVQT?1-GaaXtJ3}T_8F+74Yt$&3f!p`I3J6hVB10kX`ez9yE;De| z6aB)(vW0SrI1=hw8>s=q_W8d1pJT%-#dQGBDt=hdoBXfqxxReQM!O&^I}J(=2s-I{a9&U7{5 z$nuC`JGW+3m%FyGr?VL?ON{iG*ILk4v1%&ay#+ti(ZAmjY{l=%XQ*3lwc^Cs^2ZW` ztti{vI`>JAg>wJtx;%cgGgtjrWz>$h7FW+l(%Lazp4(EqvK{l@A6~tln~jv|z}fqU*yv)JxmjI{jqBEh zr~E#~#sXibb$mf=RNB+Y=_q334F6-rIyxH_n%y_<=i(qZ#vY&i$3|P>VENUe99*v- zn|D)zgDsy*EZ?2vV2|VMy(Yqj9}UVM2u%f#BvE8x62ww%{X{#M)Ih< z69-ROvA;wUS!~j6uJ-?~Xp8wyxVy#S>zy4OT#+hy*2tWLeO=C)4+zioeJ^PXCd_fHs-gst&hLK#;!wl`%(

zc|)GfZ>Y2@|5oaEV6wuyZ5I6zcVd!D7yq$JYz?(bTl8{ZzJz^M)08K zk|ZHh%0G5Z@zGchuZmXYyMIAD9B(JANfy!*uUB`+4=(9m@%_pa|0jy z5B|J0G{Hm0;z3>KH9VLfSdr?onhTjY_&J% zf}+rMv+x5K)`#yJG%e*rrh&P{bcl}uv2HagSx*jm7H3gY1bD*vc!)+7fT-VRMY+$% zQ5*9Vj~_hz+VHY|ScQkl_eyVf?BF7?$b8k}l{_>}zqq@2EgxS}pibi&hNX-6udN+*{|C3*fU!abJ6s0DfC!u9TJV;ck9WV`nE1 zCe>TEmXLMwuCP)+c{>kg+ySr7K|Us|+b$j-6~J-e(^A3!jpCU3hTAtu+EvvPG4wJ@^nlGmXki$w*jrs;HoJq z^C(Y($^Mah$WB>Si2my`wsmI&NRwOMpg{Vl`6AEqGwGwo@Qig~1P{+o7BuuXb0Jp9 z-e)1r!%f2S{T3_IXWliQk8bd>{mztrg)*7Xb+U1-Y66I%JaA3yHNsqm}Fd}(_8 z-8IC;jblF6IfDdVDtPDYP$BR`Y`^Nwp9D5t{18z(#>INOsC6c3Jd|hujEQLA;a0pb z{5h$sc9Uu~%N!oIFrM_kn8Aa;Xq~~+!=&DSTm8A&s$AO+FkNqStti^6=We zq~yz99tcO<*da3R3LBFxZr>+xx8;^kIO+HM4h8Q1qa5^GOZ(i{;o>~iN1MptLPLG5 z`-veB$@cP=eMUTV>@RhnDM_AJ=i{7{#-wk4-Ra)VBydh5^CpwY!Ek?t4Ka&@k5uzX zS!n|G^DJb)eIOt{7PDw)ROfkAb0F>a<@3g24swj!6_#ibko&cych?#M-e%4b z7oKn+!KK;y>vABT_jpHw4;$+otwi>doY=d&sO!c|7NipgIp;R8QM!S8H_4cTvA_PTa|zTfq3Yh$$Bt}BY_Ghxwvr9|Cr_fwN&b^tz$t!wwYR8$HvRRE3H#$9QbuK zJo-7s!P4d?dsPtv1}%!yMu#~FFzjC2_?!*Z>P70G{n)tG5Yu#my%CV988jev?%>XQwd3GChQT}oy?fvF|c z9X~BNh{#P!$~wyi`+RC^=TLWPSdk-n|-caiy#QF2vwXIC|`vD+{E!x2+9a^EH- z_>tTl;uhPUAY{TT?-qCG{ybb+8E@?Fod^4zT9=&bOuVq_-?RTbIk)s^9cr~^BQa!* z@{;6t#=53;&+XaBzrbpFqsYeJyvwd(JIQ%L|KpHey-p+EE>!~_r=X}I|%|2VvR)I z2`(6F$4!MTT*!5WahYUY9T)y|ILzWAH)l!CKofyl!Lw)YjR>SyU0Oe%^ikZ`BVXs3 z5NKdN-BZrtV#Pr@U+GgkEc`aRVDCb*t}RHL6qn^gOtCTNy&NCgs(oy}p5x)6_>Pj2 zA}$73G8b*`B#@=@&vC$tz^Z^xWug&Wgcb@lIxh3Dp1=2NjT+fMZud%la^u5x){Mzf z4f1`&w+OcfJp5^PRsDRQi@(p+^L zWZimSGkuS|*NNSZrH$`Mo~WMbA+?1Ir#}a6EJ6wVO{MOZDkkG+yff6cjE!YqkM3GI z$il?;MH@b_aJ@!L% znvG3CFJ}EUV59k+Bs1U`3!%+E3%t2Z}PM8Rz=IX_;<%xZB-?K-K9yFjjj*~84Z2hJ;cGKk2G_U zIC8&_`}7T~$vJhEjY{`#7RpRD&vqnmu*$Yg^O6P^mNChVkIDX_Vc_TSTa$+`&84-g z_wnE(!E@Eq;=%3R(Mf9x7sY0$T!OSn9er3jXtAHHt4GNF{&2uf-ab`L_LqsJ+{i_T zc+g1b|GR%CA5Of<7$ajoa=B%#2Bsu`$ysf;o6X0Ra!B)XGm_V?m%5sfx|)>V?j=p? z)b4Gr?#o~TRy*aC2Tya+{i4u2VH?Q-p}Y^NB=1Yaj>(tx@X(@g#O8M-`Td~pIHjEI zd%eRK{@cmLF0;_mjb#45Ed^_(Ch4EeIlG>ZbKtTd_^Vw#fd$i@EK5-?TK10*^+|9s zY&xRZM(+FL(U#fIEC_u5DXkTHj)OXrxT%0rvOipMubHY~!9hDid*=`f1Gy@m1yyXg zE@^C`?&2WofoF8>4-V{<{@FJF;$WlC?aTL*IWSQ_yRe1ye|1Myd)xswdGDZrQPTI^ zZRvw@ub5yi(plmEf`#$2sBh=jbHL2DHWbg{Akal+Z-*a&G9}ZG8~jP%Ei3l1GA5w- zpHJRO7FnlXZ&Z;tBlpt{3Udu&!|cy+Y#_Oco#~uyz$WwDd|7G98v>z6uUo8Ql71*U z-Evr*hs9a@UwO>rVNFG*S!5#@yA5@(p4a0dWNyrOVJ(60wcph&NKOcpJU!_2i-2xp zQS*s-9x{DrYpmMMho7sNVa5sp%8XxTAJ{Fx`<``$Ysj^7+URxuH$G0~N_`Y{;e$fm zPTbnT!)_Iq-g~#W*tTy^;1+j2h%>QAwt5OMZ`a_0_J0CU2lZC0Cg-xs!>hTg$+=9# ztIRd;1vy7;E7D#*gXHik-HZE3ZoHJLnZ0V7i?KOdy;ZVEu51a_tbN79T;)kUZ3u9Y zo_{W{U4S23cOU&)EW``{|GsxD5+Wo?^Jr<80Ao*|WW-nt@WPoNvFAJ=-|n^^5xKy_ zrkE8$W;eKScu-unEQaL#SBK9Bjqot#%1!bo=Rc9L`MtZ3^U)u@dD8pS|L2N}<-<-S z-*VR|&Lw@IU@m#{QVxN`^7+5*ge3osB&It!aFDMbpm>_ppUf6X`8kgXoa*^_CZvIY zi{-H_rPl=7q?N^9gTVTyPv*#fB6%vl?8aMCXEI_>{A|cN6!5X|PUA`zvR^I@efyII z3%UMRMJqTc8+fgJ#f^iLcU>pkk~kRE^}gwz!oew}Enn)jNp32dlUS3=MgZqpoVW-Z zebl*TQbsK7Hck!?eZ$1I_$ph5C>ulXTbC=QbFfGEcKd?^1hnL6w-){-IWg(vgI8;~ zFr4aZ?EXVwV&*H}W%BprqV#et^8a?PGftc6b8zADi1eIXHgcwK$7~fP;E_6Mc4Q_O zi~FQF(s^9`$Pkq7eZ$2`c}k@W>FYFaF()sQOA`A+uOA{g#8p1_3^M# z#}jfJqe|G=%6_>~xr76qrPJJ3;RNoi>d#!Lz=ivb?4eDLBu{P+N|aaPqHxyBhn-}7 zE3+M1V0@Q@V)}GKKFJ+5UgsiMe^{^_Qce;+W~2XT%D4abiI;+XF<-_BnD?7S$sOQA zs{c^pcW<(;XpGVs|8WsM*($G)MRLlijCYG(a^UaZd{Uh3yJtl-=kID}V@<}fV35Ak z?kut$ChNs}n@(|2vcFiBZrEnFk%wUMqxyYZ9_TxwgQdv1_@QP|UGaQUpPKdU4=l;P zb+5JT=5~^M)V*yg!^wQ9rik+G2<%vJ$nfqmE-E*<`3916?{o$uxhjr~-}hZwhI`5W z?0q6=27^FV3H`tkk_+eMsA`l-lJ(5b@x7D<8)eON+M2Gh;8VXh&Qg|x8tE@*H(ul5 z)*GF(WnCN;p#Fq}Jju}u<3iJVIgt9WVrU-8tr1e!52(7a@r3B^X`!%CRULFiu&^fGCijy&Z+X{=3y@5{mY z4y|KTIc!vFk8}{mY@8R(>i7}FLPNIq`)`44j5=>(UTPva;+dgqbROA1m0R;%$of=h zVdY~zo9s9DG>`4$lAlYZZC}qL@avxH$_i2+M_$aRR3mvTVyxwsaUTnEx#FRt^5mSb zF*CBMhlBA0vquJ&kzA3nHPcav)Yllht>XW4U4z$VSJEd;z0+~hkJ#X6Sbn-U!NPiF z>e>lWQXk(Gl>@R_a52y0O=Pe!(ImD;lDtRh616M*Omd|p`^}y~;NvrscqxAl;!nQU zJ4x!`e*gdg|Nj(McRbba7bhd4p&>I$B+|4Z-=mVsh>{thqM}sx-ka=o&3ixhy6&~3 zP{vV05fPP=SyV=pQA+yV-(TnTyq@to=Q-zn&inmv)qy|R&IG*qm*eYMM1cz0&j{X1 zGAQ3#8SpHlfL>VXL-rB^TD}bGxoA^iV({HkUI`VZ1Z`qTWmMQWBY%G0p9&2cN1H6p zP$4{&q&ZkafcOg)>yYmh2uxc0v|o+_AFCIP6`LrKC3LP$dX9jChbt+jNCm+NvZ9wc z4TSu;D!eYx;Kx$@VvQUPbc#o|VhR;{e|mYT{3GDE#JXegTm-bu2xo5u3Mg$1R_x#< zpf^^7ru>?K1Ro9MYF;WtCGUwdqf(*$?7d0Ld@A@}RF-L3Plczq_O{Iw6JTalbFh7k z0%Fn6{fuf*JgPm}cJeSQUKbbrJ8uZM&~A2d zrH}$5nRbz3#|f~w^)f`~C>1;l9EpgvG|PKM2y&h_p4DPXZBvd_?l06Zf8ZefXl&}&~0 z#xE0~aK^#rN+tnp;=KBLss!kcDjV&iQ9%DfIKyR-3^DE-3XFxxP!=1^uofkQ#OEru zU_lCO5$5a47^Z;azW^agF9OJIHL_P&b(8lXMtHj)0j~PmykGSQh$&Lhbw5u57j{|2 zo;Wfz7|=P*lk>n`=a)fuY91KU>t%a)QQ)+U(`c;`0S}CN4O2v^uqWwCWhJZ56cZ0G zZyaU)n?#YwkPj6y#XnD3u&kw!A}@ah0qc!dgoP(45Uld$fY&4i2o9N_oAjw*ayL=# zo-Pdv)d!q5R?=YebfCby&op>6B*v~?O@nM}jr#uWH1LIt}bW$|#f2^E$c4nO+A!i$VPQ=+VifRGE`R%&cvS_I^(U$2eRqri>3e>iVMkYT3$srCy)3arv~)#4H*VDp2XUc!KY znim%x9#^sI#Gvil$A<*)#PLam7OUdN{aX{L8ri%Spg4acM2GGM}70!OaZO2(1yke zGQ3u8HdB`%gHFq7%DiA6v`zJmPqHk(x@^MW7#RwMDh&pYvf}vIwPrOdu7g(vuMXr= zfp`4eVOy5{l$>9fx|)SQHD}GTI|O`dV0#<+fdZMC#X5?t`n?=b(MQ=zfp=V-mb2~z zL|9&<9iUS|wR1aViJt~(l{=gh=`>jBAFo((qk)Y}@9Kl4ROl(H{v9Puh5Sd&2T81Y z?emfo(~zgY{OqF!`F#}VN`rf$)&$7&z2G{Z&ceYOrhM2cDx~@TIdhFpKtb4BQ`iJ(NVqu;Kay|EzZ&+|Y3J5&x3|V$+kKTfMX4TU_~Ky>cdGxu{5z zsxm-n`ibFhjx5mA(tc1HpA9YL)o+(gbHK>1H$PW07w%neze(De3yqbDJ8sJ6f^N^z z@Fw|OxEo3FnWSYy>9d*)#o;VCdc(!Z_d5xiEjccyaA(1chUf%+DF-%tlot$D=YfpY z%TK3R`Fr=oW6}N|1y%-(AGEOg*|wsV_T8KW9Q!NNtvE%2?OEMR{OJ@p{_c;J1ScyW zJGIB2A0mU6&h6Fpl@y@WXS_Z1f&ix+sW+0sG$=aoPuces4SG)mK5b6Phm8-jrq*Ag zL!9(@xGFmxic3Y72Kn-VmnRbUgs}3aZU%F#KCC(%EpS4B2Jt4~lYTKDEd7Kzqs!>P z)3&ZokDCE|UOu1syN?Oqq88X6Z)d{$(tW3G&oZI#*B*0+ZA>^>y>^By&Hzuf1>Lh2 z1#tQhXN!$X0r32oLG?9EFxpTadB3O-dQD0-2)`nj`d)G1qH!^pykQ%?YEld%hjwZN zO%_4p)35S0og!F?Kh!}jECkx3{PSTl69kuozN=?3fTTDT^P-;tk?D(#=1olCUOIg^ zqn`=6-EO8vf0=M4J4M$xiV1knF;T;e3H^zmTn3*rK)3gi!PUV6h+E%jt(i&(V*Tgq zb3gLo(e4c62n#wCIaRQqG^d08z-5iFC_1bt?_mh((IHfAiz@cy!Jz1lCuxtIT z+muR!QMxvl=1VF(;Ls{L$eIiM6YsL>;|ZwB+reG*i2#TBpbZ<9s6ZYX&EydYV5NSp$Dd4HaNQ;-MS#`r3C4(7o6IT;aVN*=ga zW_vwZ%c|d}sUf;SWVrYB{OdEU`JnsX(v##>Wa!!O%{}XDE}V3hK25RD0n3q9wueWu zpeuL${nSqqY`SuR@7J9SuwUY@SWqLu*!BP~{<$nTW*De-Ei?ygQ$`hcZq0+oe4*;w zMe{&=OWMI55_!-&t5@*-XAZRZ)@H&Pm5W<9sANH{xVJ;_d?s8NJois+fdrE0INSMhG9aL) ze7{O-D)4-Io$86naD6#CZaydp2F~zHP~(%~TIH?$P+3O?L+jXf1kzIod)*YR@_`RrDm$Z^?!bn|A7im8PS9t-=pUAJgDJDtbYDR?;8Y5VwzYJJY`;C# zhN&K)6(@WkbKVVHE4t%viQERZ+`vO8U9ST9bj*awq$vbW?+aUW)577iZ47Qjd$fr& z@x5JVkNc-4c;*&uk!>>bwa70E)D*kC{qz$n9F9ISW0ZOU14YV?l!{)%Yc><@m(JZm zNf#-1tzvgf5H~Lv+UScfis|zSG`lW<1y7 zrt6J?2FBib;ZDeQwl3`3J`-d!vlPBfRl>ltPZ`!xD!{hesa5cVDzIg*HCznj22I!B zORFu7QB#vmD{1T!N?vZT**tI)`-)cFd+l5?!EPh}K3zLxGbhY4*!7VuF;I~zEsJcu za%-*D$pV{Dap8cF1hTyuH61ZB#jYyDX1_{Dlr5P#pl$7nUNGcqQIob!VR79iVF2@j|_*k6%6vltTDiXh>F1Qn+Vfb{Na%AzPFnngzeD!Zu zIPOfJrPFss;PB7Y^i?CsyN7)w9$YScLa`}EFf?%b4wasAH*r+89Oc~&uO z$TSHz#Cx7POHV*@Mg8E^fAM%NwKCD^!(B9cN!6F~i$lhMA=fqWczi16TH`sCfKy$& zD_Y+r;vVG*VaBc$T$KF$e#JEvRp*vEly0Wsx%9fkgEvx8j(zoG!-ga@WTQ%ou1`YC z3(4DsA0*=JgM)RgTuHd{H`MwCTQd4Tw+lOJn1at%{_z~sNyUwwI*Yqf)A5wD`ozt{ z8OWn@R`f_h8m`;0DP~4J1?lr1f28A*@e}!E*GhB}zA=mb#U7D_7xO~6_Xa0pm+$n# zFP2|vXKqV&xTm6LY2%Z;r)l`DTyaX~dOC7W>%VSvNJVZV&a#DuWIXfin^a?M5_UK3Fb?)#aFFNFwXcT<*iZ{I;qy{N#DxGwwGG6E>>CC*7oF^d1fZc)%@Av>XnHOv0F8c z6=b4_^pLfXM;4B2An`Oc8_%%I<+5|;;<@$HF*djJ(2oc+G-)KGw7GrLDrpL;NL5$T zQ^`1eM!}@aoQ!ukE*ufNL&nNQiu8jhGL}h({rxLW!2x&OX9E=!%zL?zV10@}{l0)` z&ec@piy7%Z_l=4tBdc~+BvWxF!j$K*02P1kvn?7PB5(6M|t+Upo%sL+_7qn-Tx6#p{k08&;6`=7{oj4B_9etdRbh3IxRGqc2-iR`ZXj@4XdqSTXUkoa{Lf@BY)YZ z9AA_ix3Jn&jt8ztl%Bg=hS%kO@>@a~%1GHgjXhF^UA50@{X@%eUc*{H`9&F;SUeVZ zcC;LMrv)!2M3-ZO-NwY-J>|I3M(o{-@2svdv3B%%as)h<+Ry;Y2FwMib0 ztUMj>aJVE`Scn5UeVaUm3UQ0L0oAvQi7(9@#C^9F;!BZoeTqsUsyB{p(;F?syVo5h zu5=Wk-FF*XZPQ|G=IXL$@jTR(F1z)xrx1%$+eNQLF)@lJcYaQsiOoDlo%B--EIN8R zHHMRc%<|u#TKWnw<_g11R-A!DM_Z~RUNdmhJuaR1R!lr9ckkgq91{h8Rhu-5FtD9> zeO?Ngj-aK~O?{q^6Mxl@R!-6Ii7eaE(u*`yD?IaU#Eph>4^RK@jG*Bu`Z_y~Mj8@2 z`xfrH=Hn8^PICXr#|{JG_S9Y)R`zgZT?wG#U2h+;<2?k%3LX70>O&wU{=n{XDFUlL zyyvakP9S~N@_H8vf#T|N2?LT;40CgwnrWk=|D_p2tvnhAF5M!{x6+W}q1Ko?Lq$93 zE%bz=RGfJBCi&)ODt4+!=`1D?=*eFfDf)=O*4gZ@rt7Gvx|0fSm#E0~dV9v@5h_Lm ztNmJIL&K)qJ{c;!`M9pYh9lIHh77|m6>WQ|ICp*1;;s?`5B#_f-lhcpSSmRd@s@&0 zd!(kz-cwLo++|PZ8Up*xH}nl}AaJLYRdB*B0!t`W@_V`n%zLct_Mwl03LRy^4pn5l z?^n^-@j4H8(DkJirgM>>EA+`Rj$HJAFD&QZnuE9HUpXC%&Ox!ewPXK`a`BYp?X-5+ zJZv;C^*R=phkfB8EHaplD~$V1tI}EhGoDc5K0`uHyXcGcRT=2eHKJmEGaco;5d27Qc-zpxkA;I zWc-hl=aACsM7*|h!{ky>JUUPw_qz1QW5?@=bNjp!u=K>7A~$y;;&K(^$hSo7uJZ&L z&m;^x`fRz#GXXtm5!*a%V^HK}d`Fp!(z|i-%nQRQEc< zAMejLztPHZL!qP@cT$EkioLAU4v@QnQ*S;+%=6tq)eh%=@|Y7Uj}-X{U2w*VtKRL; zRXlOq(Lc;P>;2JvaZB);?=1hnzEL*t9ZQ0%)UT$Hq0-Kcoc%4L^FMSGs96> z_rq=xN(kEA_}%j$KM-l2BZmWy`Qr=?pf`2}hF>a>VN9NTkP2`aV7ojgJ~RJNIq8i}wTgIlRxuV(=QX z$*!Pq^iTWwE4Duvm-X*o{5%+duU_kNkNfzbnOLgcaF7qqKG`BWG!uY3s7FkeKL=xl z>2s3z#Zbg;p(pa`M7Dex%neTJCw@SA# zcKONOrwX@lo=<1Pl)xR_)?E2=G|CN~GG&uf*LvgoF@1+!8v-%TP2p-xs2{$fG<2U< zcgEYj%VC8UmPoFax2Id~z;BW9eKx18-~+>veXYkuDAv3rus+xvE(5c!fZ|bgr@ZY6u)OAYrq-I|Pb&>9OZ36I<2-$g>8-OQ>A(>RzT`^gG_PXyO{;TM1GOooKZ5$GPr(sTFny+V?b zA$;2w%UcJMVVZR3(S7bDsHr3klT%smA-lR$O*D*&vt1TrM8M>)b(&Fcqd^nfnMOzN z0x4?3!cRQ`X!m~e4Y2%rv`|%@V~_ydC#U6pTgJhqA$#r9+hbvU)RL}|RV3`%N;mlV zAq48|NIKl}fe=`~u4$KV2>d!&8(+g84hD5`aAk=%Mr8Mpm zgu{_Me~pd8k!;XVnwK7dEg=&ewmdQT!gr%8t@|#nYS=ufTbY1j&dzN;w-Ru^a6wbp zIu1|OC_mSK702qw`W7Gf6Yz)n{s2+oM4aDKKRQ-4 zTJ4A!+(zC-!sU0`FE!*cF`G9gh4elP zms_V_@eJo6ZRe=qSo6d zWTUggZLxxV**Ko;m=C_$n31F%^wBK`yKeog+ufXtuV2x1%6Z8+k+$$ajhljcXItO$ zz9D1!{R8lk)7sJJ6hs9(>QK&{7R%lkViIDSu9&%}*_i%0sa);m)$@x`e^ z^QRPC_m>$=6(rEh^8pp3l-X%T1g)9?z+GV!R`aGDqOEs#mH9S_%9#xKyBcn?MbI9Mg0n&@STK z9+SreGM9TL3|KrXzBu%BPc0P>{B2Mhx6sBNl%fL}44iX|j*-tFB~)Y$w?WQRKq@0xWxZ5GMLqDSuLz2o`Vqo}|4Tm>Cx zd^R4M2&UuPB3=3H*ZJ5!Olt0-tl{Zp!*J z23|FD<@T*%;MVK(=D@v7+}g(Y?|LT_9k;87*EtnpeenkSX_X?pw+M&1KNaF}htF&| zQ%t;YWUw|UgNdKXa;pusm?&PJSien}i3N*Sk0>Ou^uh}VOP*0C>I%kf3JWR3n6+)4 zNjr;h_59s26TxD<{6VGPcylpIsU||~wj$KXc;1k1Sco^jcw8FpVPf9-ZSB(xCT^cy z{y9%)V%QfA^@R>5s>llO>=Q4<)gwxu@@^Jl*r*cVie!KS9G>4n&Fk;kO3l!<@Rj`MsBVd8+v{_b9GmTn%^@^0^E zV9xSZ>c@8s{CD6upA0+ey@@R$Q7pafA~-BFJjcYh%a;t+q!r@hMvg7qWG32uRagZ~ z2CgMdKNDl=sg6cRpYDhPyzY32qu;6kmmZvI{bgBz68nSq`j-~qVf|Buh5rih1aRgI z5DX+Gcb~JKW98A{0b8FG1Jgrxz3ufaz{yXp{?#jVY&Lv&t%FHN4=DXEz;4Jr^j3{vj8t>`M~2%44m29-*`2W;~p;lMeXM zga^(ycm0S{ct|=#rA0CLJwCQm~c@e|KLg+&!y+V_3NtUx9277rP8;R#q=5hE zbcJgg1WHfX#oElmt5=W8{ojF=V~`KsL*m6mq9Y6LK$z5r;aEU9`kgRw@Fap+P>$}SUxJ8 z$Xi|()uKXfoeE#8B^3@hOBiG|Qz0ux?=`Gbq4z|)=2=G?j07L`{!>bWtuDO)xo8@6 z91J@A%Yz23^gg~zwKSOWp0l25rGaDY>HW&zX%MJ_Q)&{TLy=5rxTi54ItR?ZX-CuH zoK5I>>I*ttf44h};|d*qzh`~>ZIcFNTBd$g4Kx^BhMdR{8XRycT1jBsFEFJ%dBl?j z>yG1!iQzP;s`T%Te?)_i$wu`}>ohoO>A2C9Mg#H=qa6j(G%(J*Gp3qHh2>jG5-p5+ zTriTqRi&xWDZiR)Cq{)M#=HU3YE)?Zp%vm`Mg_glaE*3rDxhuO(@~oZa8T^0x=CmQ za8tLwH1BHw^8$gkIab5u5 z0I}7A{NJn_pjTLwE3b_L67Ecc5z!O~dxuxeG@`)u>eSXoH43~w|I2Z8qaL1;rZv(9 zDDcCgOnCkj1@w7-8l7~fK%`eS=feyNB#UaT{^O;9Ot|#2*;*Y;o=baVpj!u{tI-F` zXthweHiyeTTnp|z6NU2yHE>jkWWr-#1LoO$g1xgfAUKl!?uQoxf74%_(jsf2p^iPB zcc~W8p6tDG3>-iF$8IawKnB?_wyw*cNYL6OxN~BN2$Cr_D)bnJv~{@WzK5jL}>*gq0nL6Ys5p4>#x5 z#YqI<8BfzxOs)hwL!rf3?n)T)etd3_qY^4zTpqT(!^59vIaY9q@$Nrt5-yfh!o3fr za#U>s{MsYULgpjDdgM<@oE~Fd+^MA-Ji~(BHO0$3^B-uZ%M%&Y^U;|=D_twPbPE0EIo!_NG=y5HS9-3-{!)pp_2&*tUFjQa%6$gF##*#`&nQi`L_XIm<2xf_>G@D&4&KB&l)H0W`b_= z>F>n+Gzd8Ps_kQ05=`w=D0E;;0E?qR>^9NyV6fk`{LFeB=*&J{yeb|K*Y(BXdA`R( z6VEyC!`%sRw}a!;JZmyo??ghAzDZC+>y8##iUDrpOMJSS5zy~{DSllh6pXqiX4bNT zV5FudxNI~C%y{%%`UQgFhT$Ng2?c|~zbd9qbPw)#zleBec@Gvgi{ffZ0%5Pxb`J4_ zCmg9x`=P<<1~ZX7Y*+LgpyE`^LNl8K4DRCrf)mUHa%S_6I>ECyF9o`H-UKuC2$#Y%0 zvZ>A$^n0Mlf4Lunk2s=|k5;tQ9Uka?kkVq0N&tF=lWDmVeh*Dm{w=w9BOKxMG*jxU zW6;u*PXBwP802~V)_;|LQOGoG$?VwneZ+s{fP_O~Fschz3#@PRL;7h&^Qv{hNVOt? z9``a5X8T*0VDQK0)$w`Xq0cs|nef1+Y9o?DeUwj{) zj{b$Sb4+ifp@lt57l+l;P~zP;*6qKNk&~1{ChtZ9%4#-zaDFQpdCvvrU6;u~!>DBN zUri>;qHms*+MR_2g?!LKku1b+;O40%mW7zAXu_EenJ70t-YKX(9XUn(w7q7Kf-H4@ z;M@xm&;>QgzkYQIC_R#o@9?u^KH0t19oF9;iL4y|AH`n^2(BZK+38&V=kTY*P=iku0K*ZlWiLC!uBLnr(609Qb$zmV^I7`=PW0y;B3 z2KFjxL+97Wu`atDknN!>v9e8`Xyeu$Xv6s-hu@MbwIBSE(V6TD-Nhgj|NXJm9{r-2VGMdKqNf z{-ZP+>4#0#$G0V*AQQKTqH<~Iil6CM%*70J?nUAb+DIm1T^wI?&B;VDT&GzWA1X4* zyYt=8Jp*O<3hG?g`2e{am9^QClF`}EOa~5dWuR@WY0a=_7D~e@DxKPqgKnpP7Oy{* zi&`VX`(i6|(ICqpGrv(Ts%E#OUUtexB;hZHAHQaz-h^{S<;~VnN@%#t-%VYnm;XaYhuUB!Ta{v_U(4>TPa< zAso@~Yj4awjpipX(cr19IQ3aqw9r=XlpNxQ7DmzyF^6r@feQH(LjNuxZ__F5 zIOfZ+;X!hhuD$_h`$+%AS=@!W#-e;LlQ7WGRGzyU76=-;f*f$f2U33@_Rte?g9@=^ zq)_S(8zN5eNp;>3P<-~VN@5U95N2cDLc^fQ=iEOvsQ!!xj^WdLHYXDy5Buh8Wqlf0 z4Lz~FO-+a0f6K3bFwKHIu8UCxdvf5gG8224e>P-2VYyf`mIeE({&)v`&V=Uk!Q~$t zGr{-FZQ+9KEExIhp~^0s0~~|fF6ynh;BE8C(rG;pGSszfj6W8Dfz}(5P}w4|5=^op z+7tq>{=mk9asdq5$%oACEr6%D&nIr!7XV@4yZGDn0vMChob6}q5%hvRQV+frL$VlM zyy0vq^eDOdZ|9bQZ9h4AB&!^J{)T(2lI%orf64=W(e2bYmPTLJH|z4c+&FtDd$b@VVd77TRkUYu>h!r8$J!xPh3pgYwR9%jda zjCW4=HWLPz6OKgUhbv$y(1Ry>r~*9y=yLO#V_?V0+{42m7!c8(5vtt4K!gK}9~%}6 z>I&w^O9OF`B1hn7`iTSGVC*gQ6$@+S32f(ev9NsR%eg6SEL5Gr+OBJ0VZ4)v$1xcT zJz`2p&);L=N=A|)$7LLp~DzY@Tw#Z_!r zp8y+$-tYZxSHfU9?&-NzJUH@S;U4$KLwYcq+ZN!VzKHcx&L=#`Nram(xmUvOAR`Nh z2bFNOlstc5jR1EfU49JGD}hSnDfi*51mi2&w^OKiC}HyJ_@#u0&R4lQzmDOdTkK+R zj13-)wnUOPNAMugw0K6=q7wFA%9IQ~M1Wv)vh59nm+KGAtML7*1Z5|0o{cp;1Te?x znm)tBbI+uE-@EZ(E3|au(~b`O_nB%!$B> z9AoVEkl_1P4|U-<8Oohn$&CzNe@5|(ao$BTC~I1(xV<95Nrh4;geAeb1|h!eyCfi9 z9Pji9AVKftk)ixz5}cOzio4`NhHj6!c6-hmn12&zw@Ru3=Ho%ao)cvF7p~@^$U_F< zvW4K!%_M05SsxkiMuHfGbNP>t1W`w+Nld(qdww!`y+|MdYjMs_b7nH+3hwzYzn=_0 zXTD&Jd}<)&%gd4caxzFzQ%`RZ81bFSUeE54Ks-BeEyaukFPew}DW)Vy+p)IX6Ud08 z&Wtnp%CJwQT#iI!IDYs0-t<{AoURs@yQ5qK<=R_eDg0y@WnS9YTd(5qf`X$`$2Q!;_TLpT9DAqipQMw|^PZ)3a%@nPH#S`Y$q_;U}S} zr)ltj2++98K)IO+Ny+N}73Nig@YU;TJ4>rTxJh(@@{0hD>%%gqFa!Y89n#_qTySOf z%!ZT^zQNC26{ zW8B>t1h_fcCEeymfR~4EJ+ewAz-6tavl2V2;8&xT?X$=#_;>SsnSx0*%nw*UQ5GhG zxm4uK(5nny+xzADKwUL-J1*)vNms)gT&B&ab~PyLIb!_oRfDRybZZ|c5o{WRs`q~) z!oN%3ww|t#K&o4iLI5Ir^?Ax4` z&EVnV#Z}gC$-rr}9D?(zfhVW*&BHF$LgRO9n%9*&VC!C0y(3%?y(*hluP5tZHkIvb zx>X&BZ$)7Fyy}2iDt1SOLLJmwb1!tK)n_5HvPYS3H@=OlRQb3!m zIW(=*0D)}h4dW{tz-2?Em+3_VG_ok;F1b!P9iGv$kB5`%VMzW%-pq4{6YOMVd^+(;zPTxuz*YA5c{MvNS;ht03#-Bo;cn zdQ2SEJVFN!uK{N^Q$~G9XPxT5(qI-h(IS151|L1IFIY&@fJAxdsy|GH{7Jp@+O<^R zD!D+9?4&}6M(z8lKUC0FNoM}T@MAt6euK}O20@9(2U;1r${T~?)fy_;*IvD3?oWl& zO@e0o1*yO>w0kpgxdF7dWC}$Yy4s@r(Wt{zc=q82TbeT!ct(viaS2pd;ZFN~-GvG& zCXqTelMO&riElh@%fQPA57lo68i2(^=RLnb1DItFvrRBJz%c1~>I8cOd>Oc-)Xv=i z=XY-ha?3Wr`xe9RtH&7jPx1dO>nYGW*(GPEM}bi4fB$xF)q^1EZZzo-1J@dTT~8Jn zcrJPF=u}+?X+!Ud1TyMizNYcrzOp(PzzfdZJzoz)Wr`Yy!|LI<^q;U&<2vAT^wiPz zsD(_~T`wO;*1(l1H~v-)hIC(6+$tl3F)p5G1y6=5Fkn1RdB1PRaWR2 z0R$Z5_h0L(1lK~Q_Mm^25VGvX+PRAWy&p0jKgc7%eC%r%^+Q#VL^^O{%Bc!y;V*nU z%?S`U#I0)CiwDnvyn_PGI3VID+Pw)_NHTq)w$~jCHl@XtN{l`1RHo|5yf`du$yP*5 zcVMBnoY3g~8w;K4wyL&vI6#%G%-Y#FP+&heCL4x@WOtoZd2I~XEXIrZNLPRe!my(~ z<)9Iu|0DE486<}22bQpu!N?bFJLCv#zDocrOO)Eq`V zKJq@(Sx_`A$@_FV6R2{xy6rw@f`-d?)v4@E=o$b!WJR_GZpB}!smMvQXq19?<;|* z6qw+2{8~1h3I%4(T}QC#@O!grNnV-38wPeXN@irid-LIM?9mK9@kEPc5SC%)_BqaWn{=!C@iXdSfjTls@y6Y|Tc&%-kNeQtensoo*k~yo+~ zcwdq*-!$Zsk5u(LWRXm~0Ks7FAa)G|dpDHuS97iaYwWwO{CrkPq4?UM7^* zb_eN;@*53C2cWgdV@H3m`XUa&$ExbG9?0nHr`LxKuOVCTdU#&c95o-h+bX%^7IG85 zp!{k&5Or}StJJ)@hdw^Ibd+0$!K?a$!~|;>X{SmVO+7 zM!wxjh~mG2Mz9LH%=Rv5S3u|F3bP+-@>t{OnGHoJVl1T^=EKm7AWvx*ax_9y?^)hc zqtT0XsuX`KTrHNx~}~^)7mi@MUhS> zC0R$IbRRd7qvvB$sFC}TwXk?}gD0S1nwp5JbiO1_kP;Esb+N90hZ4|b!nZQb;y9Fm zt$DuA8;hdsA7&edMI*P%cU?@bMkDFO14BiVrprVlLzXj3$_&?B-C zJ-hy~HX*7I2^7(;b4C}U$C8)2g(V9S?VPL6_@e@pXf*KK_*g#DE37aINzO+R!vZSG zszs>eVRwoBo)VPjPT+MbC`C{2SkJv}EJLx?d^)yVqUo+P z#}hA&r*K>)$dFf84YyW|dcHhzGR!SQ!s}_%av512sX!oO847z(?nKfoF23;eQJbcV5(DvH$l|?ZO zvga?D3o^zcY?$Q}gAZ6VMgDs~lZr#*-|n*BqvH^1cS@*#6At~Js8D|@i9@ffkjVNf z7A^Ye{8qQtDX%L+~y#C>UUN?jg{b}vNP^vK~5Q(TNtY$gt!`1mH@zXyjtZL>&3 z=Hig<$xntY$~a_2`6K&=35VXV>lx0S#3FX_q4pIF2BrFle*XR%i|`wmX}8xnB=W*= zG{YN@uuV(&viDtXqs$GUE09Sg@VIqHm2YJm;sdsDGag zPm};2bskOZSe(Wq6U8Cf+eVd0wnys7^9z-TlCQ|pX=T|cMcE75{QC$9D!I&aUQ z9(BcSx+*wip6qDW`3{Q;t=`ohUB)0?HeY(0DhB0P1iseqFGp>f5wVoNrD!8oC$s2U zG4h_CWeviXpjSp|C02wo)Z?7d>?c}|xJ-uxWe%4k1^M|-$&GRp{`xJe{M$0ba)>pe zl2(dXnB}CNE0&;cgTJDd)kWxC6-LJLaRK^Pp)`@{T7Y)E<#y$_EJC*O9WurGC5S)g z;BE|WDcaq_*19!TicB=lkAtnfUrH?Z#Lwb#PDVu(!OdM=m_^G|-a zse`>2J31E9>cMU9P;2*OJ@m$yQuDJLAn1m2@=M}mA3I9Iq~MDEV^c-+?jYKvISdpHfCXcqC& z`D6n$GS-H?I8zT(5&O9-pVmRo`>?2f!8)+x9XUD?$c2?8(z2mYE^H`1myPCikS2ey zJjALFHrCk3en_o@6SrQSqA1saMeyP6?MJxaP`dg1>E!dE@=J8x=mgQ9&QXESo#&yJ z^M^9o%>~iCN5^OGa^b0*tIAvt7bH^rH#HY=Vbg!TiYoKxVdjbI1*xL*a7SuLKeeY8 zUIz_SUMxEg+^D;;#Y?y_`Ybv3!SnNQ=Bn!+fn{9i+EJ*r-0(aYI4{;Kls*rf?D0L@ z4%WhWJx{~SwgyJmv5fxxs)myByE6q(YrxXrdS75vE$na^qFnq^1470A&&_*kptAp+ zUgusy2h^E77PA`s!rGNNxmB>OlsUhp@*F(AxAE5b_)1{C%3CG7@f-*}JoQmgs|uO| z&po-lyb8JwUf1}Vehv;SNQ}}c=Ro~{M&P%9m2m5awz(T|R_xWXy+f}A7w9|pXDsc5V(ye+NbQYd4ggXy&&H#PI-=ON9XJGyJrOBR^<)ASy|7upD z91e{BKDfz-JUeAu07WnN_WA561ZJ{} zo}gnP0J-Ydq1~q-DYjD8T(tm}zcy}@%FBndT$>0V$OA8X7lGeC*}#qSHqtqo4%Rzv zYCQ;HgPf~l^}hG%kRY13>SbvrEWF+>D?OA6qiRdzvb-}PecjgKDP}sfDot1qy-x*O z>h4WBttp_Xo~ lLZv^rFWu+u~4{tLYG0JgLszlr&S5@;8d@^{$>>u1XbU!43uVq zVuHc%;hjw2j|eECVLYh&@ubEdM1g}+R{MMFFyQSIe-$O@1ALDot3zcSft1QREt2H} zs#nLBZmpm}$5?+bYh4Hw9yz^hl}I>950~X=$cF>fecAHk-)JB)^m)h4D_$@{H+JP` z9tNgp{KD}tM8NNFaraJr7)mU9(^0r96nW>CGABe%V$bHg4+HFJIOi4a&GQRG(g=I#Nemt5^eZ)2 zTErtW?XYLaP%Kgt1HHv^!_oTjt7kqt1Cd-1Kjrk;1379oSJkh0AoHbZ@TOAYtoWe0 zKQ{M& zkzaKft!2+~5>wofpHnqkd(|KLp|5D;--FTNONHJWw@6e~&*3c93PtjzxV1vTK1doD z7vD;v;)rXV-E(b6WU@EhnB^Ws>YaW1t#AS@$F0--pv z({)483Zj0IMbSla4Aei|ATBK59B(}v1KoM%ffZ60DGMK^P6E;$Az3Mbd;@}f~s zReOB*WF(T7B%l6T5siw2mD+9Qv6#6rY^!-aas5W&z&_C=WM6z~&uUA-f$dX=`t6f( z{+*q1haL;ZgdT0O{v3m2zZR`2h-P5Z;y#lUKL(CHxx(lSk4M!#Vw*Z$nb_F&c-2bj zM5N?Nx-JvE+TpCB(xO@70S{~M*SAPW!bh=oZ~$5 zbWKag=Uxx9Za+%JE6QVm+HOhse8fpX(>ej!Hd3iG@`P?ZXUh#P#$s-cf|1&M9IB?9 zG{0A2qROS~alJ1R@PlUS$^4XLOd9P>H_A>!OW)$Ol{)Dta?tKh%E@FDFM2=FdNBc$ zRvT+99AF`*QPTgae;kTD>*73XjmK)I1JhDkEX>uV508%|BCqXVta5e=(!%2OpX#Nd z;Nn~UzFC>ryJNyzOC=4%E^`L|=aGWOBTvI6{v~10r~m%bGD$*pH;vL~yZ`?^D|}7$ zQqU)vv1{-x8@cQg+EVEmIM-z5{PA@*J}B2a9pImfNqJNLwu;#(LW#2du$<^;qPMKe z1vYkAtZcQnNJT0&O7Z+?igYTb_sm7OhIv70F2T<0W66 zOhL1txQ8;6Y=Q?*mo}AUphMj7hoFKC6sK>+2n{wqFL+nlB+8w1k4>edcpovB6bY@tNmP){L|r>;a)|6+1iUL+BnS~Z&-4kuv8mr&_TKNC>IzU;}jl0+Oy z>g&9JDj8MY75sJC%SOe0I_+Wa(oxUQtj1m|8z(#MD?6jI@QVHWNBv#tSgsn<7k-J2 ze6=Vk)mk?8-nl#xQo%;1yXc_Gw=|6DZtrx-PsiLFg zWGuI*$NQG0qWblT(i>%In0fQpw{QD1vFF2r%6Cd8&PDr-p3!FGh?&?iI~SPpF*3b;?ejN1BMQ=uyxbr-$j)PND?hs**ueoO(JAR%gPkYjMuu@ zYeDF;#d@`@K`QdaemYFCl92p!*HY`?1k|@scG6wOLdwOd}L z?ms|pW@qB-4A&mbjcNGYhivhCbt+D33)|;kOU8~B$KqQq5~k+AmJp zKyX)YzvZCQbTq*qvO<4QIQE$9iB*^cBlXm=kNuZ}u&E5Z%nO2$o-OAZ*B^?M@Ck#N zJyA$fwGaI8k%6>j9!qvC5S%SKUL{wZfMb^f8EbDaaFTBCsKf{*bQ;jmTzL{XOC7fF zH1$G7lFyGJZ+9d`x{L-0d!aRtzhuJ0AA1H%Pp_iV&`0*gv|LX(%BB=bZ}||5(jmuP zl@28!xtaCk)%tiOEuKttHKgO%@4esMJ3=s*uWzO0;fIqB8Kvj$dLX6YXiQnH2R41N zezoLQ0FwGjxqAXa&}Yrc0g=8)q`C`VpzFjU&9m=W%}+wtpH3Z0IT?p~x!-bfatZ$( zcD&x?P1Ie{7k4W1B=Sz~Egtw7jAK17{oS^OVvmr-(Oz;Sa;4{mDNmy?V3TvV$u}md z8;e_88YU4ue({&0OYnEPPP#vgg*~i;%Q|kxA;mfM*kkKhR4q<)eytyi4l>=-ca!6= zsq$lPl_3k0+QpWIe@nzxMz2e*aVknrh;*|G+2|8%`AaU5n9rnXz1Djyq@K`nZ}eoM zS*?~ueM1bEv}?9qKSTKX=Fhv4MN`;-@l!jW!g>bGYu z63L7H89g`}iyg+D8Cl0zII@J(AV=tSL@o2EO*s=41+<*EawC!bJ#X>d;V@)xN({Jg zjfTwU(|@_OM1FlNdmLthk$tyg-tTWXie$&e%8{b6^*6Ufmy8 zA4$NTx%-_LB4SYQhSOp3UlAx9Hb6hCLFCMLe*ZSO2P4mJH!pu#7?HP@U7Nf{%z>MP z#^Uy9w7y)_*(1h8i5rDyjgHLv+=6@cV+^+y?OA|KXl-)J&Q zDu;$YQH_YV~Hob^JkyPeSJ5Crj)g{VKz6eIzD>KQ}YffU*@2Srj2L3piDy^SA z7>J~~qsMBx0&%40g!tRB5ag!(WBBNWA$iS~ERb}qg|lkH8Jqq|zy2rYjjHcvWp7Oo`-L@U zk@CR^WQ*kJQ|cLL{piQFonb_tx0eaEAMr=h>++CKW&}4HPgqM~)tF1?m)Dk?tu zEg! z#Ua2CCHCBES!U{ovZh#n z7K%PUL{&U%=-Ar&W#Ql>LU-lruTLnu;|PCjv|8pk;VVMM*ZPc+q`?bJw=qU0bG3?! zJ+Z&_;Lb9Z8{uc%{YT6QU3W&u$Sn>-u7QizbIBN-d-i*M*%aZQ-b$w%*92ozpM1c$ zhBtDyvN@xtTv1W-p^}6@q2I@H@n_74`tJSw93vQjC7zy_#}U@|P}Wpz68uFSou%AjR5b{t1iF%f~rePFo1}to+Nm zQx}4qTgA&K>xexvWI`c#Q4GpHiMYy{kH?wbuNN=Y5_`yj&(A{5iG6CwEi9%t9?iz@ z$z>iTI2y6}<@W-@mjs``-Np|?Ss8&NR=2~@LAAtKM>+yUm_5CsevvqLWY^LurD!C5 z)jDtbF$U*pmIW4UCR&TeTC5=a(falEZr=!EJ~l0yx}ZTtijvyD${bT9xjOza=-&s- z`K11xr_6yAL!C`G-vdnfdt|F$I!K+ATfFjuHBPR5v+#J3O6;E+MPkGrPWo-@ryFTA`(;#T%(6G1{0bYSWc=tTw{S+@=K22MKwq3}jM_%;4Z}$*@@`iRU*z?y zyYTe6JuaWaR99Fd$v1}H^wyUprjNO`OiVEEDj zM;?6AEank@IAgnd)X@X^rY}bqdk3JZ&AQx*AsTX&Dj&RlPx!(+-P!%uiGJ$yRt8Ji zAW24lz+HSBP}23UuJ^Si-j`jqGLATlJRiyJF#^(xh8*5vE#N(z7yl<^hCFl@RenSG zrv1h}Eh$7k?9je{&29qKxwB{P?L`V=~k!R zxBdFaocQEV&<&V0x3U8?N8pRDc&)OI3X`5Aou-T3fqX?Wv1*e$P-nJHnX;)sN^|{X zdY#bGGhwmC`Nqhxy4RZb`UH~h1&H6=;)tX-HXb7pdw@4qyrap;6|C>Q=NO;$1;xh= z&HTs!ARFwAo6R83`ly@PgT6q^?=cNN?+UzI#*trN5c8Pw(b|W<87c0xeBlvuP;7c0 z`}w;saN#kN{W=uPMv}H(@QMPS^4MP@=m2kFL09s0EO39UDcCj?4H9_|!&8;%(DYp` zW4B*8a1I&wtbH293E`klpczVTok*?%zpBohMK z&T|h8vOsW+a@yD?? zicAD>%0_&01!95nFoM0_gardjt>SnNi6Ch5t^b=%BFxyt+~!y&LaoB?%0rqg=wXPy zpGk@by}rC2w(JxqPmRo&knx zTDqc<8DMQ=Hx_<79g0Z3dBc+FFn+eu@Z0ZHFptb|68Mk|g=e(`mwrx$;TLL|4Jzr- zOm2ydqfwIdJ_m%lR97{Q=fIqUTVqRVHb@`;czI_> z24rS`UO(-a4sJua_iyWDfsWBh(*we}a3DI9ve`2i2E^{fiy3)P_Q?GA zznDCzx^G(WDliv1i?v5DN#%mz8*-zQa5gNa{Jp<1HV<^qyy$B;EP#$#&gBA|LTG!c zlVK@*3T9Mhhsy z_J&r)uRNFvcw{RgkOSk!?i+W0$%IYAudZDz$%V7(FZ^E!6ZfZvrEaDdfZcI_(dy5I zurt#f~|FmXj_n>xDyBJRir4z14zk@zLgueavHHP&C}(3)%zbzc$Q zF_;0>U8>&6D{>*4zVNUyJ0Iq!dkWuG6~L$K&IZP-PC?$gZ^ie*PQftu?I}C2LfCZM z^+Z=o0bIE)ALvt?591LNX}r=rm@_^e?-*hEGAmOYvU)U&xOxodJk-)d$^PcsirP!(N%X63>@Z26S6rUbSl(8?qbX;_r+m0yR{jpVpQFx!YqP+$bGr?PYI^ zB`t}9fj=(W6|Thr zUGGPHTN1%jBfemYWdbK{oknd7R0`eg+ z>E)qLUE~4$BkUa%9fI4-YQ6{`4g!bER9DgeLV;&?dcze_g2OD6i|vdkFyq;n-pq&s zwrazg^056 z+t~Mg-^a`tJ7Z?DC0BNmT}0U;l%hzq=$pUJ@4fGN?|JSy&wbBx))a_;zhJBYBL_sz zc|8zP&bt&;`2?i;=bz3YH%Pet-#sBMAJ}s46X(7apJNU+xLTGuwpU@vhKpM_a6Rbp&4Fw2$vHB83J_y`Bt^6u0uwd!F*Jdin8+zSa zJ3b_NLsTD8xUL-wb+!+yiOInbqG|IwqdF8imK&59?ZcqsItQ;{ODN1tzx&Wn3x)w`3VFa@dmNgkyZ86&Y+$2`&i=dryxastYvqH{_KhWZwBuT zU5Slx47J{X3G>Sfk?;jaGE3Jx6<^rm{Uvr##uF^QHr8gvxWP|;lq4;fU!0t-;`Y6B<7`g)W^eJK>#Vm0@409g|nbb*Om~{|?&*gt( z29khV|F6?-*$CEtxef=0KL9SyyBRhDHXxOiUL>Mu1KJPY`WHx80K>G1tnSHsfEAdu z&ast&=9~`V!>&81S!uP}&;Jg>nD_O~e7ynKq5XNWiFV+)+nDvyO&3UrI``$bod>A7 z8H;^z^#GyTo{sO$uAqib|0nj;1=frUzNMn4z-7%=$@cXjU<7N4a%W9JsI9h7*J3=EmARrxf7m0^!DAze1+}ev8G~7VkWpGcbUVrm z5;*EpGyL3OTu4Rr+7U;<`gc`CK6?N{l;fW%Y}&AP^@py6z(c@ECfJ`)c?xRcolH_V zdL166<35MD0C_jhmBnpGShEb_stb7pjwC4^hspEK|bX41B(+lEC_f)%)+acF#D zO~%(C4q>%jbKkJXA?t@y{aj)R$n~=}i)(5k8sG7}xcEB>U8|LU7g?Et+?NkE$g!oN z9_KH`JfkV-Mwa_PePk*s&N(nzx0!-8ntHGJv8EyhJ(aLX^E9NlEiNw*-b$8E{Y$`0gp}>oO_G!EI@m)Qi+Tn1xV9g^$4R| z0Xj#T9N6VjfJ$zfG!~!&l&`Zb7;lV6Ufq05($J^!Sb&xZW2P!?I3x}xt1HVm%6W3H0JV$_J;Ryj zBlpAKp4yUfP!A=``k;R{a$f57Yoga@^O&wx;G0aOe9UJ1#m`LCv5(>`E|7&dGCqWH zFJz&hsnz0L;f)H>{T+la!am4xF{I~X>siJ9HGBASIXvfN<`&+ ztJO1135bY4Pw5GdL2Yege0TBDh*w4UpUBH7G;+dr;7m*uTDeZVd&n#b*+f*!mWD>7 zdEV7e&U{g*t}yb?*z+)SnaQuVjXempl`{`(7SZpex@GI{F&`v$o58hA*Bi~G^zR)N z@J3vh#`X+L`=B+=I_kmHNM1mA9@t*~TrJD`@a|{Uk<`2)-usk#ix(!^)z#xX< z_I1e+bLeUbZFEm?gu2{=euh`v!1ML>*D-mX5MdjxnAzkF4F3{WZ2$PejBnoV((isC zbQACKJ;x8WWNm2A`#oUb?3148(|(}C@m$PWEfC^1Uij8BhrmivLR>a?7z7D^39%H9 z0Ib|LSC?o6gl%6iSUnX1Pp|o0__;3(V#@O$f5Zessg=^uQI%jAVJJ0;Lt&s=m3!K_ zBpO`XQW{6vV__w0ues6rc<5E#xtFJz09~BTX{X)epl62rZ(vg_j~D_YnzG)_5pW`o@phN`!mT#nK1NlEJL==B!J53JBPd;KI>V&^yiZ z%aJD)JkKeQn^RMuAilB;n~@CJHgk6iN0Zb6qOBTNk61B9kRi7 zJA1M>KMMv5>o2Zc$bvi>BMe`42JC+%B~x@U8`l1e1m^wA0WIV2wA#Tuc&tk75jced z;>1gjHY$#;U;KBohT)(&zrX)uI1V10ioJH&$_E))9`3=}Jb1S=vB!`r7w#zEw@dq- z4L3fpgQXJ(l+p_yM!Im2W@~r+qIdyZXL!Rg z{t5>{4Cnuv-mcaL_lG7dJ+jd*Y~=#tt4H4i&jKN2aOaf4MXq7Dg5kQ^0f3Wun0g^Mi zH2=N8gMxX<(90MCXsvHvp{x?YJcnyIY^7h_xT9_=FNKYgr??|L!J5!FwBWh;T6 ztoBuBTnQ*Px9K$ul|W=w&hVvz5=gl4dFq`~3GfFUwJe$_hSY5TM+EwJ>;}@0_Hh@( z&+dtxE%p*%JY{SwZdVGYFa2iTcexDAF1|f}^;H@0ab%Pj)9qt5Ir~?1`^#l*WWRJ7 z_(Uhr7V=8LHq>+b=vWC*uTHPBsg}TG_@w9?hf-kbH0$|mV>wJ1W^mn)FN4G-r}^2=Qi!S7jo3L;4vl_M6a7ESLC4}R ze{@m>6#3XRZFg2cYUcRFfmanE`sLph7nuskd3Jkd)Ug~~AIu1Q@d5dPLx4h)JS*D&r;CJ zT~vM}QwsL6GB$X(5)dsI9ZJ$J24cW{S#{GQ$R96jzb;t>G1AAzABz`*-kYXK4UrO% zoLJV9i7EjRoyDiuno3~WDB_lDTnS{HsO1=uD1ouqt1S#R#ZbpYI5^Hy43{sTDA|3r z2-s}xM-v4}kcQpI!f>+)e!C`mYG8`tL4BcE07F2$zssHy_&O``qI0kWf|^&%6nB@x zpM@An!bl1Dt+d2m!j!-O_s%&DPCDO)h-N!##c)tz;gJBHuL9R+oF{mSp~tU%E}hP| z!NZphnEWXP89x_;?m&sNm3j>wa4%{hZH+ z&We1c!uO!itay5yi)Ta63~x{YU+`M@4~Ys_u6F94HlhMQ<{(XPjRHmA1LGaSDPUV3 z75JWs0uLp;;>7eRV3XlfSsP6OTEX$8sh<>>(zhdcs#77Zb&>C(6%|dU@x`OB5KDUAxSxPX+m( zr7XiQsc`bdJYoG14c^V|jo;v=f#^Ye+1xZ0Hm4;9kGWA{2Bad07%DvVd#+LzMuF$+ z7aH*66qtEkS7-Kv0!stx8hQH3#x{_8aD);_^aXa zCn>hHUNVRbuu64Wl0l>3(3&)j4A*wvb@<3t!&GR0{SSOK00Z8|aJ?G12A8?t(d+Y@ zc-~=}lV0D<^7f#Y)ga6Gz4UKvH83y_bY2&&1`VBy%R5nISnTe03#8^#{f~Y3<|yV z#vQ~<0nc6GA9$q%gw`&q_AVBI+p+eaLk-1Xe@$iTv3LpS?|grHAfp5{MQ_A+<4d5- z>_P79$`ZIO=FMPkSOUabPsWOeib2HVJ+HyBV(@7~W&flQ0lGupJrroeL&Le^cq%I%Bucdp zl?xQWa_OlG?MpbQDM?Vbmdyj^z-(^O@LbT8FwRSEtLFt>uO>ZW zJAWe%2kj!oAY_e$V_NdQ?xy*0-6|XM-m$;eP{@Sg_Izy7t}IaH zi`|ZSQ+EV0XD-~e!;OE*m8pda}#vk zE~&0}`a}-M-QQ%B-J1=}1Z8{U$}HHjQvSs%p9y9EqQ8cp%mDYiS*L2FEI5DH?-08* z9amx!UnVsdjG3n$newPP5@2)-)Y0ZV(&n@n3YtrME&r%M* z$pTLtLs1A*Cah8)*^pW@>GO=}k8VshD8I~(-F++G2l>g>3-h_4_a)Tb zSRxmcRTR{_Tywzc{*tikF8cW$`Ca#4%!C#$IBPld}O z=jSHY(jezH)hbUn9lrYp36CGjfIq{H{e!$2pq_HeNoaREJzvMi-ln9&bWXlA@l*=L zJ{C?4tfkLSir?k`JD&o}swx~hq*S_IJl{)VO#^SX))j+}G$?w3>rUuN123gdRnoPo zFeR$~r1547+_SnX=>0Yc5|qr&J+@DTkPmkj$&QKeVg1wUq-rv-e6gJ7Z%Ba-KbeJO z&s6wJwEN-jmkPxJ!hbfqQs4vYq3s2y6c`ly5u(348HPQM&ry{UK_KF?LWXP{c%H00 z%@Gv~Z7RI(S}6%|R;qn|a!(SBR8*np_9URZ%x3;~DjA;J9-~ITP6FLxb=m-L64 zXee4H!UIXIy`8!VP%}O5bZ8(JGAh%BSBw$>Q>cE4Pdo`!>oWGO8KeNwf7inohf?8o z|Eo;d^J%bgqw?tbNGd#%{zW|9k^-5ZkM;AAlfea#?>qM~5yFJ}mVbC9KnzFJPOV@Z zG}cUAic3v|x86#H-o7cor6{!;x1I{Ppm^G2=TpH)wS^xrjq zNYM$vf2)jCnUerq_x}E@w@HL-*{lH>xg@xg_h&66D-l>e@25D{CIXv|#&^SGi7-%B zAT*mB561X2?zR77U@Fqiyihp;4Bx!Q%r1sNg2{xIL|HHl>^glUgXLQ19lN<;WLZDknmJxCO;4hLIqUe@F7ni z%L>>03U~@#Ittf%6I@`xEHj_8#2dN}#g&mZ{ehRQXJ6b`EC@&}XUtXv!WK5oOxX`od?$p{VM;PdL+cPl# z5SlrhpMKe+PS+!5gc}ca0LP}PxoK|+QX2QwJwDsR!2P3Di2n&J75%NLWOW1v{lR?# zpC7@@E0V5K%mZkS(ZAlDe;XKNo{;=&HQaiCdlFp-l^}SHnNcN$@BP68!R$v zIGytE0WLaQ)=l0TuxHl$zX;d@F5=;sk%BDdr2q^H zJCR0Vw-5tI{@;^-jscgziHaEuOTb>SbO=dw05Sc~_fIM~LGx&ZfLx_BY~|#hJljOi z*Z7gH7j(Rs4<{xq1?YJjaPDhdGy(?PET`HR9)x{BZkhsajZUl$ zV8l`$)2!@Z0L!s4_}K~6O4XOe|2hF#@xn*WemhtrvG3P)v<6Iejo`S38en8;M;?#d zLYT{E#4jwFp=Ra$wKh%_gcovgY&OS+y zl|e$+f2^;*Fh)XMMME=RA0Z2QA=49?&WP*t?XI9+7qoUVGl$999!cRcZ?JjUBB5~e z_UJHcM7EH6R;g=^FictEjTv@`>#1Z|-zz7iX3LUa(c^~XRwlvrqz@XYs-RdXV3E}B z2aZSY`65T53&MkQ?kHhEx53ET2}$+s=VAKcfE*)OZC;ExAPW!HJ`BwP70KSf6&2rFFqN3{LJ675*1s+WAd^=u ziaB3`5LTGR6{Z}9QtV1an=S;QwLd$&X&7G=!T3SesM{T>aazgEGr1xhkDe97x(m`i zdW$1X!3|~LzT~pXc%d%Mlk1A_1JDLHg*2WLg07(z{mrRxl=8g3_UvFJN=fK#;(HQ; z8m%L;>d1lUTG?yOx9V7=7Idhik3Rsly^TsMI*moml5s!sTZ0fY^E5+;NhoS7IQ8nz zw`kH?u$S&-q(o#%EJ%9$EeV~EAckvvNkU}C z6N9I65)gaL%HicX`u+*uul;==jr17#_gRcaBm10-!ymh1k#Cjo&`X;*bbhoYV@`sO zXJ}xk)iV*vyemwbn{QaiY3& z`4i~~W2yK)s5>2nT}IO(_Gw6tPcX-=C>>FT^lrsmO-C&+dJ~l{rX!Ykn#KZe1~NEz zru6|!25K@ZtmjY2ME-Z1wkSukk@7jG0io3##L~NZGW}~7%G$BF%j?fZjO-F;X;nGM z;CCG3uFY)ZtQKDRVyOaX-elW7p zJOhuI{I^KveFU^`#_tv9VIq?E;-*}3B%o6V%0=Dy3FwYhO9Nvr9=#8r>3fonN4HoH ze4r-c(Z7l$=@=#gV$IgD>B%9W>t{vT3`~jW{ei``1Diy&KD7|(E%p7ozwJEC*Ab)BPTs=umBmC|-yKfAkR%?Rq5d`j)Yf9_P@FDfdDY zpxuxtaFB%Vzwx0djgXK!+wQHJr$uPj?xXHC_C@Fw1SbpzkkEmGWUm)9h3F+JW$3mk zMA8F9XT@$JQmV3WZ|@``#CU$juY-ufO^Ze66bcbxmWg#CvJmP2@HDIwrSBU*=kM4` zLItHaR}|^%e0jLVkH5UG|3PvI0@*SbL#&4i+JQP+Jwpdh)05gll%Bg z3CM@lbReRPfFkQ!$#Ex$$d9zW!iI?Ge*gdg|Njh^cOcY%7{{gMr;HF zqLh*BA}b-;n~rnmobBv+cg}9mFfyK_NRgRPMun0}N=1Wy_viEdKHtyt`99=~#gAVF%m&A=Tcny2S?FtJ`LNa#OgVpaFd!+n;8 zxPh(Yc5yQcWhxw*NscUB_!c*;|Dh09Te34Qcobsuz)evLokG07|Dy^`s}T1_56;gy z6(a3l(I&OKg=jf+gIr?B!qd%Gjn%megn7eN#T>s;H-%>3e3bsW+1L7C9`@A_Zz9a+py(cj z1=qAJBri(_<|}04EmrRaX}@&rbQZ``<4MOGn(rN{xoOyta#yZRmaahgjsXdcUr`BMwbJWZT5>#-p8V?GGKU1T^)$-;`vLfDNm>n$Pi4 zvFBQ~n(3t|WEX2bw-JrRBJ7@rNwh^!Z2=4{=R;10@4$Ahiu6XK`p;M^?uiU(6jWNK110Vxq3JCIh*LB)b)_O zDvN5l+ubg#*gZ~{ajr-^YbN=x&EOmcy%(cDLC=mqT!?esUVgMvDXtm2*yupIq zQPs{X%u?b;uSSHP>&9gtG$8$9?Wcg7dBO8uDe4@ZEn-_gqFK^o%C1z0wu| z220KxYvRH{HjhtTw>1QwzX{sty%+%!Tb6jvg+;?7JHs1Yl2lmUK(YIykpQ)ilJety z6QLy|ssHG)L=ew*8^0!&2nLTNJ7x*-5NU9$uJl_hOp<^Suqzfi=o)PSo07mr$C#}c zmkcvY-NP!}G?4O2*>5?`~cGvMi)Rd)ofGk|h_&F!dT=}_djNwH-r4GN=_;uQo^ zLHR#d+bwr!Abvzsgk430uB#>cqU|#vR83NdsgVVDBF27hy_*daqxI^c>vBLQyhMR# zWe&`)Y+mTg%7#^q20qS-*|2OdTzJ_r3%H5}#CkF^VO!NZpF&C|;79HQw_bVSp_8V+>^rFMN3|=l_RR+kiSvSI;GJriT-Da`G z0O`=F0;7KnQ1f0(v+rTRwz1#Vqrd=%u5Y?qH!vV7CvZ2>hz=`$*AJ_1F94Ocox~DT zI`~&rA67lZfRjY4!59Mu@aL3B-l=4Oyy=YiGh+taxTbVjf1VC`hOO^|9qI6Gf9|o( zHwvJuAQ6~ddBFYPnBy;#T=;Go+eI4AgOHFF!n-aNKxn7lv(Ie>Q1m6k&@X@vQ|p;8 ze+ALub^mi|p%(?<;xu4(Z&LwiX>6faTz?%>CI;ri3F#f|g8Txo3fAmOC*;E{rDKWlFc0iPer(}dn+K)~ z7hFrJInZPoYn$1X4Z)8`W`yr#!PBRt)xt)(z+Tt$pFkX^UQ;a(rV0w+$RwpSjgt?B zkni=q3_3(-+nFc5qeJ=ezpD}H@b`yUUP~h#c*~z$c@jp4YPX}}*>-fGPlPSk#WCQ% z@gEiOGfY^W$g;Y!rVzd@KX`j`wh-3QSzuOP2z#)1CQ*?Eyh4gY1v^>L-M!_**ftjA zU+rmknJENIA2BCGQx>Eb4mKXVPy|1&Rh1K;7XjCiK9%hz#nAI2h&4V?41e$ct}#e1 zhM^eQ)rO>Ea1Y|rADt=&1?N2lCZ~!aWZ?6L333S}&)wUV{;U*q&7JA=h%%tKyXf2) zC6>(7E}T)J2yP$n=}PGUQeQRX>_$97{@J%fg{p?~pRc`swMh{H_d6 z2o?!fnv_F%`YbmO%VS)ze*(#c;Z7{KE&S z63+fLmq>9XFv;3YUfNd*X=m@1hdY6$WZ<2$siG2a(X>93_NEvT;-VZj~a1MBpgS>P+Sa7Mbk2y*^J{#5KJ0*mLb6ojz|4)V-S z4@wpR-Adc!6sKOxUbDn$*+S?kpw~q^Ga)6UuIbMR9q!@SQJJlD@P^*8)tecRyxnkO zW|A|f_kTaoKh1=fN6z_A)i7XtsVrY@J!kGVzY=)&m<}%nb@OX03P48gkV1ZY9+dst zOQRgmg_c_*t>W2Ppjhx}E7>#~j4n8j)^_B8c%+&A#kw45@6uvCT$2kK4JS8$R?Gp{ z|DI8TaV2tDzp?5JX%!7H`&m+NKr##-dDu9%E)fpH&A&Gi;$X7n*JPM) zEO=Aidu=aE0HJ3eXlZ$g&?RWOjliD>657uj4F1Kz`W6vm#Sc_S4Z2~WE+iCuHoCrc|8!s@)(V%c-z{98^2Ht)+8bJ-GLZn1|covxo!Q6f! z^aLu*sp{|FN+f~r(+QTsrYP{ZJ?p#;BA`-HMtA1sb>NOR9$Wel1(O}`y^@nCP_41m zL8FZdrip(7)^}0i#uwF_JzJ;{7ZfJHbejSVyqko(b)%tLy6>gxb`mHKo_tC@5eW)i z!k5&QNWgYoX*@qj0qXtmgZIx-LBf0a^NWqKAfl(K6ZYdnOa<7C8rb99|o}EN!@;x?p*C7%zRmYpeH9}z@kCsQ- zX#%LKZM%Nv6A?~*8R+sFBt!X|9}(x)#ekzy(@S~b7$`qgOpm`r0aua=aq1@-_C-3S zyoe(K&-WIm{5z4ro_J;(djC2YJ$>389!!KJ*TI>e+oFO0#QCvy;}{S+byfVo=vcUQ zoICGlLM*f;sue5lpn{dJ(4lp;6c9B{yP5Ke1YJahZkyx?a1Nq;iujKR4>ten3%Wsu z=^xui;X4hNW@r@gWtDH19TH|Q+@JWU4wca+ zz3;XdB1jr#_Zn0NE%%P`H541P%V=M};)f9uG+)1d;Hw5)K@N{|q|AY>uAQ-g zYz}r`zTn6VhqHoQ4!1NM1*tO*%BOoQv8VW*$&RVZsF&gB=G^Ozl^I*TM|WLCt?way zUfVC?>!~N%-?c1|urf7dzUl~a+0-36dHpcjNxD^3Tbd(%=~v=o@k^*>@K#n*h?D09 zdGgj1{x}`|qESUW3>5|bh?#8i$4cD;jynQ8QHwNrr%%ZZd&*aR;y>)dS?5pW>wZ_1 zQaQKj!X{7DJJ>yTBHj-@1C1EZmV(j!%dUbJ6#{lzJ$7u#CgQZrU#EwW5!mh}aWX(C z6kqelzlYHPEL}x;MsfAWTIUqE%mrTz^xN=DR^K1(Opht$UkFCR>1x7mfiT>6xZ~9T zL}2A&_ZwqV67s~GCzomxao-A?yr}>JDoR-p`7jiddcUt1nhip(KfAuhYzyFU^)5Y{ zPyq6D%I}lw3PN$C;FUb_q1dxIj_a#A0W;^1@03{=foz2WE0fV6Y~Q9zu2=I!&+Bo! zdTgE0F0#NNhu;d5Y(kAEQtXl5oa~iIut%;qKYjhh%V-q7zxqgs7h3p+O>V6XLW`&G zjkNv?L8GFSuh)96p{JzO!}PXG9F9KeGQQpd*#$bm=RO%DSM|8V-gHi1Itfcktnt8F z-?{s-c77j3-7R3?Yb|K zj4lE0dll0Xk-jtHL!U$fc6vj!N@M~~w|Io9;NiJG<>eR&=nG$hU#a!FU;$vVx(Ew)lo+p-a31ahmk z*+qX`Yza-K2>4@r+RKzz`~A@q4?H});D;3DJO@cPKeSjXx^_G~1S#ebYuEm|j?;z* z^49zg!KB1LTgjZcH2PW@kotks_a}HTwL%{W-IdleclM$bi&ZJvuMb*%J0%5W&H)=< zUp!CO2CYWB;1oV};QDCptVonb3pxANA{RSkwK2~U!{O}nR-LSk1Q==Yl*bgG%OZh4Zgk4n zO9Eb++zfw6B>cxcUTr=f1t#3V8CT@|L zUYr6iVd{}q9Swwhn5AdrQ{dlp>(IX)DZo7|BqpSh1f>&?xv5(c;4{^m`fVr)V)xgN z@m-{W{dK)Hv{z}cyu{?PkIR5e{adCLGND>K z*Ro726W+;})yI(2Vdc#ewugH&Ky+@C+^MxWu$)1(HK@yl!gJRc3PlB=TR1OWJXHWs zvPE3?M{syoqptGPSvt7#cE3uUC;(NtQ(+Bm`7n8`*mt@$4-^6ghIJzgz`G;M#)*dk zhjv*{Da`IW8HYGlE+&4(Whnis*X|9t(p<2d~5G5>puWf63G*CtCN z3oiBg4u@K@fYnV~+!fDRf9R{MK8L@a$nGTB*|OlDy`Y7bV-ZyHJCB~>E(YmVBXzme z#jq$PE%$~|1UJGhOfG2`LEzbq4*C%+XmD6l?Q^LRTK9<@$8aW8vV0!T0f)y9uo`OC zFo7@a#MN&eOfX5r%Khv ztN`o+)lz@z=7B7)YpIPy4)DLfLE)9ngT!q-vsD-Kq2X+Cbo<@{pr|$2tWltY{0sHo z2m3kvXEL0j$g#C^1GvtQ7rwkZq$Tj<=DA+~^>46cMYEK4Oe7bF>Q^YBX>z^fBF9T|xw(@3OWPlvcS>GL&3^=yt z7Ok;~4!`yC0IE;htyA&2(AGvYyslgT+@8-ba@W!!D4ewrTEzgo(|l*qhzY_} z$2pA!CTvtOH`K(Pu8sc20CiySXQ1OqKx` z1GUxWGZ{eV>OL@_&w$$%LhM_kbdd7%tS%Ji{P*JVv(xN+Xe!CuRYuB%_*HLsh2nCc zahx?+y*(Qa%w0J&csUn-eR(+iwm%PowrFRVaQgCR-fNc&D*3>+m6U5|=E1t0$vDyQ z9O&D7RiW223tD6i9hQVMz)YT0c0V@_!XEoo2x+9l3Xgt#Dv=4Qrz?{JA~WIOy`$FK zE@#2rx&-fv71@wKc##^rJqxnfsv@7-(?PaKv}SuiIxvqH>5XfqLJO0=H>M{AbO!=% z%ofvN)x_8B7HMhFAnlfMP$UC-PWpO^U&;XGjS`!y$2eRatD{tRCLQwZ`is|nOoeg_ zy<--=G^pmf!<@=a0UO(#>c;3K$Sf=g5Z#pozr|Ns-StQY>4(2VpVLy{{+VGO&+94R z$m>=7_e(N_%4Dw{i%o)|M1Iwpp#;!&uo@aTP6c((`{e$bX!vdYF0J-pBn(~5*!g!Y zhyT1^y7JGHz+j`bi`@LYVvdLoy3qys}?VqK4Yr9`==Mwif%Js7~$Lt*-7jL{t%F|Ui3Rk3jtZt zr9`unp&+hwzaWL}3q2prMf=5lpl3SxeW0NeXswo2o>$fZsqy4Ua-0p)dA@d9i*xi| z>2Bd~J>1Ck!1ci9WYt&!`9n5avMBkK7T800p1qLCP%I$_ce zhsZLm&Y__=Eo9=$#|T2BeQE4k5nrrrq)gW9dg0>iE{Pr`FO=Qy=dLN`g*^|p-EbH1 zLcRWVIN|M&L;u#>5BmorT|uf-wf{Pn7EhYkX%jjAW{+Nw3CKpZv~#Zlk-hSxuY{Ek zX13oFJ)h)>6rSq*Wr8R2xZS%O;pK@#2PDJAf_%|Mw?a`oJP_$|Kg$zdh2iwHDfv=% z1WvnAGET1!K}BKhgPTZxC{{Ls& z$DvW^$!B?f<7zU}J?`yH>L#I)a22o9ffy9zw_c?2#bW8*y=T|f#o=5lF{dDwfH1KIdO5_jsI$!3IaUlg}pOY`^Q*a~3qbH*Z~(J3~W>r$i%-uv9EJ81|&Z zC*!A}`OhMSiC8IeqSdN67A^J_MYw;Y;QGko3C#gA21@bmS^7!Bs0)&XMt4bAOI6be zWs*_-=?X(?D+L30HdLC|$6#$s^!CF|(fBFgVHV#NA`-HqQUg*VaBk+vIIA=Whur4} z^HcmW@LY{MkDMRQ-5KEF+w6n28q)3Y#r{~@!E<_TXAlZXRP5b$F$CM~HvSub8HkzI zt+^fjo=AB0;9ZlyJ=zTn{p!g!L#`EU+dY5xa&&7$enhhpzOH$oG9+q>Jw(2-J=ZSb zoY<3$u0|)+b6#BX&g1Y^rOOp36>p?p-dH_-+Z4GjUUxoXC5K$s9xIDFssh1V>||<< zJrGv>l~XBp0MCZBh=xXvtvSyYaBq5bbQK@{ASA`O?W{D!o zUiN((48}Ib%rKV0j3uR%M7Hv3A$ydhBFd74Pzn{FzwSBr-1nUO-h0peJx|k3BjdSy zkCY9_<0urpty zhRGlwVaF})Oopca#KOY6li-(SO={*q63C0=<;@N$@Ygv1Ao&vw+9kI>QC^n@)cl}R z{r1pIHUlcZ#DBa{nFdD(B#3g+X%H%vkXhSDho}1v zljt>Ra8Fl9$mc``JWLpyocWsx&%7_z)0dghslOqh_*)K?GgM^{e9eK-59>q9T64fb z>2*c1at;u<42}4rvY}TgMAgQM37t;hwtNpzZS{`s2Pan^_l?PLyjDOudc~I?LCdoCL2d&jTKL^$G;F+A`-!Kn0 z3|Mo#Yx~EBc}uZVyfb;Q+gsQ8dqqCn+jQ_cC8PlIXf(>vPX)j!r0ckuPyn4qaKv>z=`C1=x%honbDR9S?A^0(Z}+@-@WJ7fPFsbjlcP)XI%jFBh6EX z;OtkUCN|8j8&oRjVS~8OQc`9F8)Q)Tr%9HeoD9(asuZvwHzGXwzhO%A%p60^!rQ}=T7g@k+@qKe*D;qXH8sE9A zj14R|{=~X4Hf%^TH8K%qgPWaHG2sv!))bx-a{kAHE2foI;jeR{=fiO}*Ebf#$j8SY zs%C@gfJnIBQ#Opx$;#eH?+v+!Ii_eVh3KcVdvi2 zlWQ)pp-N4idaZ;7T327m2Pox1$Cj8^b#3`@RU%9Om1_aqJzi&#wXP7P@BLW5R#*TJ zx*o(IeU}eGXS?O)HS@q)nxit+oDIBAZ;Yny=R&~1!od2=IS`P0U1Mx47q+h_Z7G^! z!OI5%%{-E9;8SVHDb`~HiLfj%GrH1$X4a&S3=8-qeTq&V%!T^T1J#Q>*-%}~tRX67 zg8RtrUF8MoU{)J=ueCs<>Zv zITJ$HM2#BRX2RE|%9?_$8KCt2DVNE92E=)v0Qp1)Xhz-bnL3dU%utc@K||@#6S=*p zkv9WOrd@ge)n`Ccc}nxi&U7H3n5$vmWq@+fsY8yeR9K36|BJYd4r_?*Z?CiIU~l~U zN2^sT*xx=HoMe^;x%Pe21s~HuQ>S5oBPJEL*qsoUm8Qcdg(aTPMpPhJq}s*%Q(#^& zE$(t<0;mRF9oYwQpph6Kr85~19fM3aNl1c%C)IJ;;$%3fMbHgBOokYNG0hFSWVmyK zR8@K-3F>&47N!Q`A@ZW*aUO9J$bS9(qs%xO>OT^H6zqxslIeK4a3}#H{}t48R}mq8 zZ{&@VQzYnK>@!w&j)x^KmX7Go1mGRq>2`i70n|D_Q9~l*L6fQH+`9}W9g_QUnle>Rc;8t-ZxZ^Q+|m}Iqx@wg|PNxcxX+1?wfgz^ei zc>|#-c*o!Y-B2*Bqu3a>g+aZ}dZp;8Fklr&nW>bAf^C1}sw0*GAao##XYYD%u;rf~ zTKM1u8uq`*UDIcv-ro4Ld!#NHRy4eL6JZA$N)P^sj9vxX3HP9V4fena9E&Tlz5*Ic zC7qMzmOzkkKjC}x0BBHtTM|Y?vC80m2hV^nPG2k8tSNdO>-qJoRn%OuUc0Tcr}!!o`skM`W?WD@?)$RH z77sLZ8Q8K`)CZd!R#)t-55hLjJ71pi5|HHIYc8D=gg5uCljG_4M@sIXGuIYh919Sh z&$;i7>7NhY>0o=~nW)eA*H8Fhy~Ten@+X2&Wk>asOtmmHTyCy;@;(ITsiN5%u6kqr z{+t@xh$||!OnTJZwnq;_(agDCTO6GG?8)t6kCZ<%%o{teBPk=I;t%fYq*^oUie{ebJUQ*W>1v&n_}f9d*B(~!xkT{ywK2(%y_)ugRIpL9!BPd zBFnIJ-OWlO8umY0%cVp@Igd;Jgp_#fdox0R|05Rb)#62+{zYQqyZ&43$w>5Z@iu85 ziNH2*iek`zQMeB7l<&7)sc%1^Zl@QA8eDYs8{ZT0LiFCZP8Jj-_OFthX-dLD(t{95 zt2k`?v0cVmH5T=Tlwf^F3=)_b=e4RxIB~Z)+QTFf&7!Xi=r>bv@pom5JwFv)&Pwmz zZ$U@xySkiC7imbZ{iCk7m5L{iWXh$sq+oCDZ+iB73aY*vIIQuGfFVR)3E~ zU`RR7+n*(o$Wf=N>qLq`C9^|^9@K^)rMN+D+$snI#O%g<2mEo+-|g9vKmIr!`{Nl+ zFa&#N4DBOQ!*KXjz}w*N2way<)VGL_!kgF6T<}sLpjh~>@6Y;zvG>Pl_fldY7Fe1` zXY%=?TG+#`&6D0Z&&#h|+USFNM)S#dBfj{ko18Q_U zz3cMS5D5YXmV%?wFeX77&p2!d9{sTsI>~2YP$VC&2DgHsY>fFZuFW4lDhTt2FhiiKjcBczNrb8$bAK7CvEWC0^WUzJ1W143IB&6( z02hqZ{1=ay(_kb1f(%^wfRk-xj%?I8ojhVT5& zmSm`Q$mIDcMTH>U`Bk1DQsCh%Q>l+e1!IoA3l`)QkS;jO<8DKNB8+*j?3x0MT?a#U zbI?KQ-ys7MI}LU&$=C8WFkoBwCbojAaPe7vGLb76>QujnQ@UIHlfB$~@7Adl2WLT7cA+KRISb}S*K*&UTgh>b#P{lVGvK>s&uEQBI{Zz2Cw*~+ zuk&)+`!9CT;4hD&kJsB2D7*J`$C39m@OW@gz3XHe2=}&$2F<2H0)rXqDVh$;F2jx< z2hw54F4bpE6a(HxF!cWNFkqkaBeQeSE4e=RbzyNA9j;Z#-+z)q1Iyb?cg2jS%udXN#4mP@@s=6zm3*^lpojqj z$1nV?Ak$$jQQjn;N`+Dp#ceMiQXu<_U@vnQ4a`=F_3%ljg0EOrsMOvxsO{ZmdATAD zuE@KsP56=uT#I`*&m5*hz*5haJTn@sx9_D?97+M(nO`CH`^b<@u_D|uqQE7E&hbxa zDUj@JQn~FL6~x@cmB(*UArgFkPZ#P|jtgmR5tij}U1frCU$5p24zK5P+m>O!D73awt& zbqRDtFR6szA(@`om1x1E=DJHpV0&&0>!nJ*rcbQ~`*cSermzcUYtI-o@A z(Pi?JtElnLT2D#G3BR15F!MX>fpYoeo^#KAQTF$%*DbLj*cka#$%rQke|R-Gc-@Xg zv)i<4O`903NtaYSd5(zgG%ZfM2T|z!HcDNHPQ;F$f2kKjqVZRWPlCZ%EH>qba*o)? z#-Hw(|#S7_#l7C$^EDLa-sww#1>wRw`@ zE|rd)I=)K34l>XVhr0cG=~%FB4}C_OhJ9m-qy;Z3wsF(*wsz7`Vx-FHhk7c`Uekze zv`NGLO?(2A57RNmSiJt>$4tCCn_l2A#l*XGQQ@|M3~bcu@tn(LpjxtJ!T=`&UHUq| z{@0y~B5z+>TZ*Kj{8p-6W)lrXj6ZF~V|2XqBt~T96%CtY9_hq((Q!DvgnnL!j@A=d zHKK>9nAiSP+Ux@b&!MnYxjF^ax-91mJ(E$sX1QK5os7>_;{-Aa$;dGky6KTV8P#TY zg~lk@F9%e3gqQalpdXN@D*C!m5{ z|Mw-u1mxSf{hs8-1WbF8WWv3Wh`9^gF;=T6=<~M2$>IeWiMmmmZfg^=^f*T#2SN+LI zLZR}zs7NK@za*bVVsI=bJwG5Ad76ke>PJ|OrbHwan<*N8jY5HqT5B4Mh$ui5K5Sha zgJR^sqHi^^SS7sXzty5dTy&_t#IeGoU9-b&#Z-S3Y&l)aO&Je*$;nmZL_~48Gt#|3*|Bbp*Wl4gjKGt+!_6A#Ek==i9dglnX8jHuu{T-mQ{^K1}_Z2@0?XdA6UIrHb zhKuD>`k>)eYCXK+5RN@~^-qiK0LpP{BmIwjVBL%mSJc)X z?o!GQ+b1OG49e2l*p~=G^Rpy>Y7zuBI5ZFGkwLZc6X9)PA{eLc7kkZ_2(qtg=Q6cP z5Tv(gaJV2E${36Em+kTJ-*YAAoIC|+CXB_tt`y)WU-=oco(?Z!u1(?tItY)e+46X# z!f??p$=5_WNKgKmniHhMjB(;t&PFO+>|e5%+K>XrT4MIrZ%ly~M$Htz0vb&C@>|We zq=L-Rbsk1y3>Y7LA{;xehS#=J2ST$&|rjh<-bF=H1O=RIW?k41DG{k^f#u$)h+Fo zeNQPs&nyiIN*Kn zEV}w&Jh*)qdVVu94&*Ntpw<$ zbeu}N6$)xgd&MXhiSX!SZO`UExrZL3BS4<(t@LbQET}I(E+e@n!m*#7jz32z z!2M!sk~^CU%%XdQCmU$6S2X18=K2&!vtFfYt(^?=UY8Ocy^I5)=`VYmO`_mV;kx|| z-$I}~`;)%Rwg|ARs=Q2DB*N4a`YN-qXjsfLY}l1g0?rD<+LGWHxT`@@_dHC5(uV`* zO`9U1uau*wt|A0%9e<8R6!?OM`H82M?>r%Ze)cp^QZPu19N57n5CKert&V(uB+RRK z*N*B&0Y~&+ruge{sOQ$OD;NxfvGMO$>ufz&JpJmw^fmS%eQ)f2vCny^UkQorFub|PVH5NRzGm6cusN-34u#c>U*LzTY})->VrC54~*764n)cg-X9B_2pGEHr{DaNh{cZP zC)5n%@i0zWC`={d?=!*E>+4tkOJgI=16xSQH`Faw@;4TrU5?`Uxo5m zZ)ro}lW|zIfu}{vH39!76uZb7kWtZi_-|-B1(SL{)lL+zcr5Sk^V(m@c%(GLa$+I@ zM{~~WQl%2`(Ng?QF`an)%OP*4os)pGOLyu_Y{-b;iFipX1?x+`3kWPyG4!^-yoh5e z9(?dk`jI39MUsafJ#t_mcj(3}udk`N!ttt2!gQo$ez>ntLPNFIFMftMXjm6tx^+8? zhNlIk+6_(UXhFJ>c-t-&#s9S}g|??*957ub}-j6L$tV+-8_(;+TFnl}XCLhIl!#c$*BIcT0+k zip|8hBU#s6RGE10&wxZvSvDFE4E{ATV&S3VC+`e-u+eE(_(rZA|54Qbh^ z{!z=F=W8~$OV?AkO0Y26<@w+Va`>|nvWJwklH-?%2{*i@uW$v~K z+cME^PJr=VCmTg)&;3@m&%q$!dm_TCbFoHQzRcuUHp&JU@1(@9)H__{@E^}Wbr*#b zWaA7Zs|XT>HfG=rJ@;Rg5gE92Cu|e>R3`TPxBcUVRaqFn$BfkO#6+JImrymcrY>-#T0N%_e@pZipi$I9tw8BVjM9ZJWh zKWVNc?hGuuKBqc5mw}Xy56dzSGSRALaPa!6Eab@CR{bnG1BcqL^@biuL+QP%+@7!S zS5DHQ8mm`StTSlUc_K~4`KsNk^<=4dFi%?V>IW+BkdJ3;POtFn<2K3d+^HCmr0uBa zlZMlAYoZEI(9xB9|GOtIsF;*≀Zn6+41A)Qj3tSNM1IjuQtJ8J{P9s#Z~P%UF?6 zUj-H0yPA2HI%s%&ZsFg~Njl0YwK{rRreb)Va%&2SiV?K}PkMrr(YoRYLv}b3zemci zaql5vPRXx7+v;M`AhK+|MotXg*ld@v$DM>m2XYk79gD?{=f4@v`NiXK2E}c+Vj`+; zE=@2840rqD z2%o<46SY7bHpm|;yb*+I#YapF7~xoKy-vfG!w*YWyEjM(xZpZ5b1vuQODHy7X|S1S zfvg9t4ZA~+qoLT_!q?AFfQFUT$iIIoK**b3tJ5cqN;I zo4EjkAAPbvPdPx-zR5qtEk2;x1%IcO{XnJIbzdRV7pygOZ?5t5gaV$}jXz#`0EJgd zR`|LL$k`11BCPfWrqS`e+8m*v{N?HK?Ai#(^gFq>T#*QO=IYcg-HZXg{5S2^>O@dK z86~>iFAA1&1`D?X0Uo{T|7|WB1cYIxlS{cboJm%5@Oz+C=L(w?u%(9+kNX z_fTN9Sgh54?F%Zi@3-)LbqChYMzA@51vuE>%C1yzMvbOjLj!_p!11$aSZ>p0PzqL>@cD@7VK1mZzIUDEM_&-~)Zp4q2?nv3F@lfWLxA9Fs&EU0qq-sO5rVCWr2nXu4qiEBoum z`rT0Pdf3jzzrI+Oak5cIpMW)tpcFq&B8tSdwr*69!POZ>)~mhaa7gFdyItx;4B?pQ zT-8fJ2f4g?x>p!>7W427+zrDR7lo2h#c*6dwJAjVV-)r-lcc&QqA~n+v}5_5INZFb zai`IejPsYAnm;Y1phmOSamfuS_<-H|3pkT8^Hu8HiZ7tNucxKo!z8o_kZAlIo{TTf zJ%}$ap`f3I40Zn%D)OZ-8-7L_x;!)|^o!M8D^|wj9Kk#C>$XPA!I2D$(E&rN_~9u*LmLO zx#vCS-1|Q7{rxuVt8B;qq(Q#($@jmdG9i?hGY~MH1sOq7{Y`gR&sld>4c@0i<+eA= znyu-;v&HWaRHuW@>m-rrJW2DUp!7LKFtFI zi-*_vipbFL;-Nc3lnjkqk`;@&$Y7v4+0OAN7hDJB48FRPK_OAk(gQ1>RnARB$Ud;Yc5* z0%e^~^H?nn)ILm;6@=)J@$>g$1%?Iz?agwAtUkAk{Ks80PXV!`hqm5Hpum)@_o`wn z1zNs+ywb($&!R>4jc`@(*bJ|^rfGJ0q@zg-17w(5L(!@UGq5u9_6Xr>OQ~((0aa_xXFb0dRlgD zMm`(^pL-1N0(j}9Ir?ipA3Eat@f1Sel|V%;#X`WnwvWEbR|JYQr{`X5#gOVW+qrY97|hiJwVqrk2CDyd z=V5_j$YJgd)Z{9LFUtYvCRpoUIgJ}W@G1tv(22*Lt;KL0DNTo*Dgn;tivJEgD*t5|=;`l-xC({`t26_HQv*?5Zn(s0`VZKiC3z zy=UjGTV4f_zVTiD<;wz)d8$S7P%i|T$5zAaV+D}SM?2(Smk*k4_X~*Mn4l06q}5PoUj8>?|LXtHZ~HMfv~6Jx3${f`WWTMtHsZjd3%aD{KIHV@>5YR=f{Qb2S3 z&XK`XG91a_zscj03lRqeM0!0)p!D9Cl3kbsdO;#H@q2UNsIrB>!6*?Fa|mBc6p0XW zhC2njKm>O4g7I%EB&Z3HY%tkR0+D%+Ev}u}Adqoy;_R0UnE4lUKg2y9xX<4()3Z(k z%f0W++IZ8zQ!S#t-7O7T0+MSh$?0%tZbcZ|l>xDt`@INinXtBWHY_?U4g7chka5q% zgY>&N4?Uk$uryZs?)x$YMn^6e?GQ|XOt-oO;q?^YY1}UTBq0^f_FcTzuYre$%y{o3 zcs#7V-0QIxj)U)Y$FFafPJ~A}O~aN^ali!zdGm!a@FDNs>$tpVm}*Zma@dFguFsh| z)QfQ-xx?|*qDUegzn0`5hQ`aPo_&qyU~F5hUpUuwz@+;Q$?dfRQx3jKAzv35 z`}TZan7So2c62lu9>0l5+>M-ie;=b6N&y_?a6{L%Db8PNXi|~^t zFyUqK=!yaSl0TJ*m^s^B{+v!kyNJ@mVmS%OZAq!>^m;66dg@Rv?H+|Vwx_-^`5A^b zj(vTYo*jv5W-nR4=Z{0&oZ6=Y)soOCM>}?(crto)b7Lrr6(gK$=)!xF(NBw0(lhEw zh-d1B?a}50Bxt&Fw{9XHo&7iUICMH5nZ!(yV#|_HLbry~a3Bu7b9QX_H>lW{$V$p|3hKv6~;t=*cd*(ZQB66)` z%*@9mA-dZ1ztAqS&0olrUq^t`3d8y6)ja!Sro!vgM0B7y{#P9)5ouU_9KTW+ zi^P}=lJ>0_q`i3cSp5Ddq|sSq6tNnM#MA7rJwKO(R0Ci2ym3!L(>-zmH*O>&Uzx?H zJ2R6J8iN~aSCf#ro8~R!{v`A)*C8*5Ego6CX%Vgd6Ner=8>V_{#~@!s#_;7Np$bW@ zrFBd)8suH=e42qn2~j7K-$vljpIhRQhU3Y|N~Y2zzB37Ro0)YA8YiL}fjtG45%GxY zwP#2;Pa<-k4TIk+DF}&{q~Ly~qBZW%1IhpJ$Zt=j8JV4cr29{uH55ukb&tr`l+xjX)a?7wWGqVUcyEkoD_!KQu~^-Iov%jJUd@fA{Bwp~cge ziQ+wxNPJ1ebeCcTn)JNq5t|W)exLGa&@>D}L3@7GzLM}kLHEL&W|W+f&WnoUAK)fx zG)R)VM>j%=t>@3k-FHOt7hqF)$PMY}*a{i;cp)BQqg23vI}+^u?}Lzw6SBUsxhLwd z8ERaPr>?D^17~^;R(bnFuouK>wlijC9|P-#54oGI)N*R7{8 z7j2&cX6IT?|AI5z?XMUILAgZTBcidm7+zu_RsycG$I>b3FrijmNn?HA=jj0RiG z9YJ&LSm>AWpZ|nU0EyS1EIhoEpru@dH;vWx_4{TR(X>nkX8};Jq!+7ZI$zo`GB|=aG)6qvR8C-+j>+b5sfrhe4i1BnP z)SZ&#j5ET+;{D;J>H{etk(kQ9{GPQg-?%~SEi3*xca+|e46Up2lSS+)!1Xh`>9Tza z1b74&NQ>a19Qz2*ladB*cmLecevl5)|G7*)H6#GP;qQaT@u{GFJ!rRzTq-<#O&R%V zm;&ohg0k-DrGSOY>*A*osX(zIx{_bxLEKenpJ^rmMvMukHWdj_d~bZ#SSpvA7IU%4s)2? z7Yg4q!17qEkYYtP99B9a!K0l6A9r;3o@392qZsv+6-yG#0e6ov%M;3zf2@q%%m&@2 z>jtuOSzt@EJf=CB1r7hPYgHR$gK+s}g|r|d5EsHPg$R;BvHcqo9wULz-eM)bFS!u4 zS4BESHy8dMEe!amO#%<13(fyz4r_nsW=8H2A$pVN*q9X&vexHYzuY21+J*f}Q3^Q_ z*_U{0g2e+f!s4)jc14YDXA0)9RfHV_ehbMhSI)F#66 z`q_)yG>9NqP^eMO#j0bp=Kr50%ag{EP@QxxR4Q>!o~R*#_Qa2qQ)@&}+lEQjlOlrp zxEdY*ISXzc3A9c5m<9HcZz~Uq5@Ej9jiNn4gnEwSOI%D6gx_sV8)oLhN1LGV=Ulmf z&bu5D#*yH$&121%J4sN1zknD0nFA(D@jtv&Nr2}YK6!G51O`1cF++Bi{|M@1PREj= zB69WY5H1fiK6b_TicullemuGfOM#}e`tZN5dGK9SHP=fo52|Fo{WQ#C@mPnFT@NCI zIz3o5UzH5nN#Q&BSw5xj?fq%pC=Uh#$qPF_=Yfe-%d6hE6!=tT(n@C9miN+Q`j$P)l7zyRlNIOvwW+gG80V4$Y9}t-{IQ(qBzU38*Yl%(1{KjRl~k&z32SLl#9XY|6og9<;sSmAN* z6liq$1KELjU^r#2suaVTFTypaK#B~@+iXJbu;v%t*0?-7MFyN^^6cX~d0-hNwT|CH z0q2shF2{c4!C{|ZQN0c_G|8*oKW3N<6Q8yZ6qS=;wJ{5)kIeybone8%`$XuK)W%4^ zB?7&8k#2u32Mpd8Vl8w@Fn_Lao}xwq;bla($jgE0z5W;UuVsM~Z{@oFjZBEpa6BUJ zm;u?*Ip2w`X`n4vHud=%0TNB>M$9nj@ZTM$?%Ti8;6mV)?oTKa8nsNWPwQsF*AJ=Q zW1DHv{%TM@?=l|Dj*40CkxzyB{@LR~i8u(qA9H9n00&~vd;(QBlYu5v-Tc5c1&-IL zp1Zdz75MkJ=5R*gA)mL~$Wfh@*Dcic)gT#Oj2%qwTTBEE=>}%KQ9PU;Efo795C>kP z@fU^WqJcuz>kzJw1;NHJogJ?65WVgd5aE~z7@NG0dC^J0p+|Gsx)KYbi?A!zDgyc) zz8<}#h=s;$+eVWG0-=rV>vu+x4>HJ=ZHl}k=MS`JwF zryzizdKL~k^@m>(LPLP(X`=i6c^1E>Z%!&Gc|&PEnIpo<6TC2r?+)>M15Z`a-Afx@ zP$Tgvgz?)S8mT`XnxqFp%jC-8++SEoyzId5dpQJx7FUj5sPzHoX8j${ajbjnLs{;$ zpFK#4_y58kzYal+d)C=*S0L!IW^)nmc^JDQRVM9Y35l^hJ^!$F@cZToQ*5L&IB!2H zU+wk)Fhb2fgI^A#?-tAalFs)~X_a$v!!uVjR@ut=%)<+Pf0QN|x8j3zda>MZ3OtZk z+=n}@d>*K0BZIoh?}|$0Fan#`9w8|q4ts5?BWgR%-{s@(i>#$In8qU^=)fo8GKcfw zD4y^~{r>g{r0~3Zj(s&8S(p=)MZ6!&58??GilitB?|pG;3X)4!9VrzDOn z^!@oE>xV8`NaVHnjgoiSi1A8Ka!+?Q+CFKzclC1?dUV9_+vnv>r0;LOCn_-m1%Hqy zZz`vw4Ap**-oKehP>7A_+(|?wt6GgW8*@+t-Ms&dBnfGA7gXGD%Rx)uG7naa5K;Nh zVYff**+|aaNRYWZ3msFha+tA5M`Bta&}5m86wZltA3v3ecHtKE$&4%%O>~IMlgmaa zM19=ik!7^#31~LU;QUH<5_(d$R%Y>_A}D_ZuFUnr8x7ynOoJrcFP zI3j+^KMv77M{1Y$u>7Yhh=H9?Lho|qL$A*zq0r!sH!sbS(Vf_Y1j5B6#P!l1WlALEde{<7;@Ck_p$n2$#R9`!XXRf!x; zLuKQeJnp3gl&5NWkEaNaHjf!>O=rz5EM0~|%Wx=@XcVj2mxy`~MW3~Lk&J$Y3AhQ@ zrXt*u%yJ1k9;HMy>2a+P(CQ8z$w!6h=wyTy=e6S*=q!0Ni#;YCZG1MtP)TWsK^$sZ zamJ%g$^`{_KOSk{+HfSENk^gImKJn0vJg&*p?pR&8?m2D*)gh3M0^9)p;Xgsl-O=A zm=>Ig#`m5}J@+{cRh<#^qWjZImd1GWlyBfDO`Cu` zXbxxm8u6%I;iZC+1_7zeGukYhQ_%OY`mx$$I5ZeHsTz`&h(7V5{Nz?i%*4@X#@B`)B?dpHT{^~~TN^CY1m;_TUp?Fs1mf_!$U zQ8W^J@wvVP7mhk}C3u2XLr|iyY6z{|9sPE=@Xy)D%<^SePOPokYFVS-BM zIHQf}4oFHSrEQPrLu4wY^2AKY9tGX-sH0EZMnQamCkkYaqadCS>sOcV0ja0sR-v3b z)Og4`=@)nc=}3OZtNrfa6~DH1c&iJjn7OVbwLXT%NNib%jWg`pm+oEa?+!u6(r0YO z0>MwN+eyw13#Gr;YzBuT0JAT3Ba0jgk#7X*P5)wnBcG1hyo`k_7syV%K3I@Qc6z&M z7zQ=mT9l&NNEoa995LJ+2c*1A5?4ebSl~xRiKa^5KuL-bA`!N2^ zs|46)@vbRBBnec^E7K$NlR>PwP3=c84hD9>Lt{cJY;!E!?fQ%W8yvDjsk{U@{}x9I zeTawo*1zWrbnqauBwc=hb$|Nno^$>7fyLuiwOt-t(m?Uz@8NfZbYO&VHS(lpg6Q@6 zHGE4JXmAO0@yBKYmzEQoYG^t%uJman8KwdLdy}EK2LWuey+oW{37}+cX}&qYs{5WT ztHd=Oj$32ma%dSKGQOrY`7{&0NQArVxMjkXtr8li`O=~2{J(v>j^m-twR^$+zZBrL z@kuQ|oC4lEI3kA>Q{Y&)NKklk3dmf(6wl4#ekXzMFj+hvwEmtckUEwI?z%qAJ3G$riEyCI8;ZsCCPR#QsF8P9GH}E%7h7|r0I8(ZiYqr2 z4lf$@$!HP4Pqcj=b21%Xrts9*9cA@>b<4Qkegc5XXY;l5ta>!}jrpEbpb5Dy5)|-| z?fvL&r5OR_GZb@%$I`&0va6t>KLe&y-fOfR$%e4duMH#f*>GeiChL-Z77$LHIpLn0 z0b;>Y!FGfU@V2HW^~+_z>h_6o@6ZhB{V11xRV)jzqV996G?s^O#e7=BkRX3lcgb#@ z1S4IapWnMff+*#d&?7ZOVE52Lv4%uY2>*j?VDY{ZVbY#YjR=KDUNyP=U~zxVUtWGK z5{R2s@)ff3$NLDHk1mpdzRS}1^LsKB%X}(5r$h$!eb!%3h310GrG<%>zFc@=dS%DT zVlKp|m^@WA?~5%@ zezUk*LhQ-Z-#QA^%?hdwjZxrS)^4@}2P%ZbNjCb+(ja3nORji=26)>04(2;L_y@(& zpTDJp-xiNw*4%XXb7#e4!G#90Pu%tLooK+m1S83!<+SLbK)SRn(NrAIm5RntM-o__n?OB#sRv9*XFp#eSM#nxSERQNQ0 z^?3}Q3N!8!0#D^>;4TqA{OPmgi-`-$yPBCDMH$#o-O^2r%Nskx4Qz7d< zPC&+z3JG-IQrlDtoC>{r!0avs^g=XjekM`CcTlcU>;M%euy%u4p;Xxa&^cR>NrQ-l zW#%{!9S%ziQC7#O5FZsIqaaR&k*Gb%lA#n(G5n%YVoCw*K$fUv5Cv2rFZhr!6&4tn zHHs@0F#K00b|0sKLyX_(Cd(U0%9u|-yQtu|M@}!0N`bW@97f!g0=i+fI*ij4SZG%V zp(hkr_pk~Q!B8PO_)d4QH5KL?d2%K~X<%z)Z)>2(@(#8uk7~+jAWAM8%zI9SC$CHU z1ZAmksamPC;RglME{RKS#8QB-thu#Lk_xBQOxgdIP{Cp%>l>AIKIM3uPfo|^AQ3xi z`B|C)OrB#Nq&PZIl^D~Wtu%OSwM*NpgYiv= z0P`|BG~1<3h((cXIzp}1dD?D0eYK#HAsDah>#$1*ueK}F@r?HsRCcwDqIPYp_8 zK5g|%y=obR>#o?hzb^xmSC?-Ns+B|Ta^Dfjjxv~}8`Xz;m4UPD^a&61GEn)K-gGIa z3|uuy#J@_AB7a}lLahY7 zH~r)MtoZk~n~i*8C75Ogo^PO6!X6B!>gGTt@C{!zo%&u05BO)h&u*`RO};&UIiV7! zw5K`A;+4?p=t`{5t$h;j>h#eC~$cq|4y_p`Lwd zb)|4RdT+I;Qz=M9yV1B$mO^zZFU|NuDb&Ws=pHaAg}sl(Fa;{5Ao(K1gb`N?x_zd3 z&(up{$*N0^SzHWtth2ZHauyI%LCsQwCt^xk0r z^~3wnKf!cZ-k)&pVIK{oTV~%@o6}%dn8xx2H5$avA5juLPlK-b1Q%*J4f^`HR}Lu9 zq1xsClaKi{@b>LFFU9)*3yl7|Hy1^L{{a91|NjhEc|28L5GO*BE!h$(l{FMXaYQ5` zN=Tb6Nkj-q_AR?-7kb`e=PllQ_!Wa>D@&1NixQ$mqEg~_|C-M|_uPACzVn^$nR!;n zKVUshgkOFS1XB+Y;q0kxUeBzEV0U45oajpgTYKHpe{+ez+FsfhnLvU!AHB`LJ|)7w zBEHYL+yvOQ>F*)U_ju_1nbgnwA0AS41xH-d9>GxCjMmr9c(7Xgp=l+E2d%eeQbcn+ z*iTFeHDdc74uuv~FXMss)HyKdauIwI)3`I8`ViKBQB4P|^C7Tc=cQQgJV^J`-y>?B z2V}t?9plZpaMe=dlzV3$l<0s^kW)VVCs3bky^;@c`8+IDi+m`$_3fZob`BVDzS6%j zmkF|BsxRE%$K1=&Tmt|CaSyp2_SXqRj~JHB2;li>6NA=Ls09PxhJR7AxSCSO5HXU@Rqx0vYX<;lb^7^Ei?wy zmMu3QFo=ZVURJSTZ8&&(awXQj4ToW`OWcu z!{lBK+sY6yyMex~nq1%uNfVG^>I2tV0jzvy!fg-eLK znBMe6^{0&;?e@R{KQwv$#}9=Yp$H$Q5Td^kiH`9~Eo&}EqukYtCJW=Sh_rR(D^(;G zxwG=NvO7nk-+DX(-W?HWarYOEw<#e=W8kRQiFXmGKlJ%$i9_*--$wBzb07&d5+fd) zcc-EBc@fVpk9351?YO^4;!v`f+IN~O4mH(XEYa~xLr*W8d%U=mhGs?*zcN;n5dRaN zZ?_E7&?#RL_TESwB2erD_)r#VMcNCq3fV{?*_lgOEC(f0q>emO$wm`5p)1uGd!L(o ze0nYeDPQUhC=LsoOq_LmKDs2ZnV z_UCgN^7tWVBW{|4n*S{IAFWS7;kWe!y%gh6|J!6mfk#nj`0(Lj-M#TBp!^}fQf4x0 z{+=A^7oCEZ3gj+W-AP5wVxITYb5hU=^G}E0JWfWpZp!PtJD7m}7#yHiV&h#TYjDWM z;&1?xt=h@cBzOzSo|)S6-p&o#-{~zn-VuOY9gUayS-MjczRnd6a~H z&hY65QqxfRuu5-fTRP&KdnG~nhC{pty0LCHIJ7rkRKT$^16@1a@S#*I1F;9h`#yY$ zL#fPkx4P}=sJr~lm!wi0GO)K48LZ7h(yrQ%O|R#mvpu!h?2374bgQk{)9`#`#8+ba z#4jJ6qet-yFXtg#!>~*4MlNb9SKZdIGY5Ha4NHqMvXEh?KSg724*FttFKQEeJ`(vE z#!<7HkE*xaNUdCch_tkRTexgIL~km2)|83)C~S1S*!)}`@{h1*SWD-iS_R#co=S86TZ}_|7ZazWOfykn?T3p=(V57~c&Rf`BMad)xjBBUXP}a+>;5(t z7=Qmn4!Fmpqj)~H^rFmEWUrjIe_lTUEfQr64|yb@q>5kD-e;2$SAebu@pdwjkE!3& z5}blW6uwD0XQv>wu-;vfZOjik&Xe6?5 z_bl6592&8_Uo?Q#fobKf#b<%Bs5xC_S^Gc)3U6QZQNI?B>OX97PxswLxyd<$GTgTj zbtvNJ;*dY;fAa2T8wx?ksCc8~&*3PkYv-hpXgIgz3 z80h_;+ng2y(+*|#`nw-Mf1+~K(*wysO8?1J&rE>DtCz|mykj8T$7!?XP$Y2DiI2`L zMZgohV~*9Q2w+TA)l6nZ0jHIEZ?I%6Xd6d+4EjHSkg{-3wR5Rpx_|le%$ao1IHA(E zPbn2hF&9jTltdV0^*VWNegNUq849Xg@u1wGT|! z8MqNC8l3}GgQ11QZ8=cCw|(Q?U=C()1 zid6ypmpT-CDxwgwZbc_@zbgd%#E%j;-$!r=KX{WihlhkOMrS|0FNUPcDn_yYbb`sk9L)+kpvid z5hj1hj0nRwo#GA)lOT#z5Oc$b2s=eBU+ncKfV6EU`wo2q^dCv$8Xhc$(%#8CmD&XG z&}Ius*+hi#*F#4ppA+G(jaD5#lLT9@?@>6CN(KWi#k_f}9!e%asP$~rSRw&xJw&^?774(Z5K!%HAVSfvT`J!rN#OoBWZZX#1eR-x3-Pl= z@U;4mkupmF^XxR|K6A|8c}7m76+_wT*vlbGF+^SwoF|?nfV{$_)6xV1?jQGiJ!41& ziF`p}|F=Z&jrlshHcWu6m%8n8wqkf~ORmr6A%H(+E`KM!7|Q)F@uYGRApVtuQ;$0V zOnc={v|@9CEjd@i&WQvgu|C^GJFq!nc>Q@$I{~WfthQ}aB0%<5udXh60$iW7w@JQ0 z0DgB>DP=64Y>$!&VJsf))0?lzN02~DbMYg)C>c5{-gEyoCBf@dok00}M9|3^yK-BY z2nsp_pPdAVaC)#~ZZkH2v}%Zb{-i^Kij*g!h@A{GX4cvgon){*U%4r*xdbxzE*O40 zPy(NHda{fZ$&j1C`@R9g+bXpwNvw?sE155Yx3m&rD#J?Vj~xmAS#S#fkRbzUNU7RO zq6C~z%O39&Dg}|VuP(F+ltO)S@#^*|GCUD^XVtKS4C3n@-TG4`Xqsccp%P32+wzUm zvg0JURcQF{9U{Y5lD@Id%@W8^8z0kDFNJDX_sOkJrSP*u-2b0z3F!I}dAwebp<-=g z@$O+VWW?^+6QE88xpWuTU72K%YFM<){Yi!b$*)a+WlLcw;cn>VnNlE-<_vfiO5mqs zi1?$gWH2i_eosA~49(Bqggx3#23+KCafdG?&}tXT!$p#TXTihJ@FN+1|CN65eY^w~ zWE$v_2BmO}8pkU$Nrs~Z6J{r|c(%7Sc2(DqpfaN?r2ixd%njt`KNyqXY3%c>j-w<9 zC_Hk~$A=8|C!INUkCea>&E$JJnk6vO9iQ5^nG95ir)6_R*gg*jjj;j}_yo)xY|AGB zInJR&;5i9oMXPPqab!sFNvzDVFM$)88%LZzmq34Ru%Wt52~6Idklt@c2BK<82itiv z+`U}#M(ZmH4!vu%ZL=bSX%0R>v6c)GKl%FT=o3&ZOs2mMN6H&&r6`Flbw{; zS_%&HS=+y-l!CRN^b|w21Og~Mf|l3FAV@J(BfKENiOLqcm- zyqO4>&a|%eB@*FG<0_u~gb4VB;o+WW68tUMmG@bK3_qr_*qgBY{K%JG&@m;0^8to$ zfEfwe+1YBwsaU-$k8aWrAp+IU=@f^9*G(e9rZeZN zye!GkI?69{fP}^M{GYby&rf1<1!TE?vKI(DNuUCC_Jom&2n}|&9un$mpu+1Zdk%6M6-<^!4aIV) zAo19Db<~#%fwnIcKZH=Br0|(nEt3kt7BrP1DH=GfAC(l1rh#EqEVrTr9Xjy5LX&ND zFjbjoOm?Ef-#xFD@^;X{<`&o4M1DGCEVMju{Z514UpYp#s&sfWDXg{{O@~`AY4`su z(&2%%s_NRMT5vlwnxDT?3;IX<SUy5qy0mIxM)l1s?5u_8ne4u9 zZ*qhQ3%Mrm57aQBDt(U% z*Hb18m(PU6aj;Xg0)OIB9r+^ip~W4g%-ta9ZYbNpRXML&V&iQ{NXV!7Vs7Q zGd_Ho1@@oAzP>hL!ROakGlMa|%|4ZRdYxwgT0o`0Lbv+Y$K%3G7+dP`-9E#Bm?@}N z|HuGeE|+}6X$G`Msf&B% zOxU8Brz01~gc3=<>sql)P%f4-Z&+YJvq=IaGlT((7DU5SIt&=(?&mzPhXKlG1J}%s zFrfGI^hFPI2ITMju3MAL0DJWazi!NLe}kv%3D!(7U1g(Ng)m{nqXie z1M3gcg3}e4aCRnY=(GnDBD_MQTQHofO6we|0~qkR`OHoHRR$b2=LkM4#elwO9Z`RE z1{AuCJ2d!We#%5Xc+!!efg0YuRQau>(`^op;j$sT?QawMn_L>2>jCP$NJ0|#9=gI7=W7r>rbvxI4<_#&a=2UJBQwWWhHvAu7MuzgBK|LORiV!^~t=fR(a zSiJ>a_()#D>f{-hh>mX^v^{RUKyR-DZRIt}DdRdYjh6fG%`giBZ$5Q9n8Sign>-}h zZn8i><;D>%4;CCu3>m5nWkHg7Zr;BE7VMd8qZMwigP&I(X=b?BfjOn)Y~S@dNUIC_ z+S8BKXHVP?3s)B0w`t%N*~WsB1p`ZtDJHm$v=b_MS-?;k;7gTdL3PLtOIJ-63`v#m zUr%7cCTZp4){`s{U2~lN+{FS{iW=WZDHb%3I{vf3bb+~QRyTv;Xd+J4z8=AZkSmcn z?%_=MZ5r25-i*~(%Sccg8w+}4hAZtbJ!lIxK2utW>CRaP&Dby&=uq!|@WATnOn}Cm zT|br=2bEtVL?%Qp%4~g3!0>;3@rhR*6G~q;jMQN|FmF{#Vhduy?l&-!#b??L1tto){nYzu(ly@hlV>p#pA005=n`^lHFrNix$L7yf zU^-Q4TIt|_q7GcS62;`JF};w}{&>!S1CYeCzHom-A z$OO(~@5(5cZjG%xEtec;f`8+Fhxp6&ofDxfRnB^_gHJf2(3fj|uO$eazl;jtM?XB(8z`Ovo($w>6~< z(>vSOn%V=Hu5gU(#K|#XebcJ=r@c%tyln4Q@rwc4FWYQXFnevc;Ncf7c$%Kbr-q&8%VS>SubDU{01MHr)jQLA5z~;nK=bnyQc&w0lo!6)q zOa^bZT<)v|+7qL)w-dFHpet(XfZcoPRe>vg7MNaz-q6)8!R|qG|CBSBu7#g*OB#Go z3;RP|DcRrX;4IS9EP>tE=jiW_^GDL*QjD?uQ_Pam|8mET(P1bq|L)Nrba)~br+E&$ zcTWtHXvTMIL9&ED<&s4$D2wy|a)_Zr^CZXmW@S1!9N(P3`xOnskNp=@N20-SROIv) z%qnxG@s-WcAf01bLUD}-N$-Q>)o#+kx^dj=T{azBe?^U`-JkiYv+Hc^cMF+-*qY0xabU1uk%y2ZB4ki)bPH)~t zhZIBheavAREcflYcC3X4*`~Zwbwe~5S=c#gh@%1DmI%G}K^m0Azv#oM&_S)xyLr%? z4#Tf&D$jJ%VN5mLXIX>}|JKGS5`i=btm4bJ#QGg(w#~80H&nPC*x#1PNrS$vF#59t~+Y_9Nta^KMz;ElU`K74|5j_c2GgEly4iu zf(9`|`U-YSRFHlBw;$c0!m&A}i$T^@@WHeD3-M7w+kSUtf;JVjcq%vMT&d8=(boNX zfeOF-{=51~49jQm?aiD;G%$*%S$@az@?dKGhUhvK^u=P|hhY8W)6l8e3zw-NsT;+} zHKszEfz+4Qcq%jbyz-T?vzH$ zCDOp6n)IKr8V#%tJxRV*N`)QvUGBF^sNmUT+})Z&h1_wzWMK^VqCAtB)+8!?$Z*K9h{7z?Z5;mfJyvah0OKvx-zuS%2$O zYCr`|u9UZp7{0IL<+bieF5ofYsiJy!@?HIQmRdYY&bJqr8rO)lF2G^NE`O zs7Zwv9UgD1VkuC6F~B;qw+61`lIi+AHBewmKf1T52HH>P$K`d`fJH&^f#shyaB6J6 z=};8~)?rIXBbfpFWfaOOr0G^zh8bT`Lv>v?s|gpCS?%Vu>=K2&g< zeYe7MfeI4?#v4VqDd6@pB;Q1Y0&Mr~1=KEL=ep?q{1RIO$0sjryo#=Yao)l6hptoL zgT3~l>}^yKI(bYj4daphs!m8y1{ExQA5*O`{QE*!LHb*$Fc?ewr{O?>jq2K6sFnia z>z*$vCMcjSU383RGZkv%uf7(-coY_XYUbKUDkNXg3>Pw?!inu0{EL{MW|XY&qZ<@( z-V)O1piBjR)FbPlLsocI2PW(s83{3sbnqkxM1&tUr}7=Pm4uGsCSLXzjkgS>Pq*0;z@Pt9Y` zMJJBFGor!fk@nQ_IVw!6IbN*5bY||4SQ-_Z|H6|`3-DvS5KS=`Yb>XLtA;zr?SmMf zN&1}%MO3IZR~&5riRns`SS%aRfHXhwULcqTH7T9Fvl=wGMcBxV`iAj7!s*`iW^7K> zuu)ONc$zRssd$N&QrQ#koH<~0nc>l?wgTa-Y?3D~U*nZmgO}LB>D>>oTJSB8c%t*U&Teucl zx5PVoW!3`Tdebwd`C2gI4jgSp4EP@a0RR6CS9d(sZ4^f;tD#9Kl8Pdg3ZDoQKk`Kft@ij?wsEmE|p$R;)I`LG!kNqZ4;+w4H80N?fI)u&yXp?`;}7eRE(pDx#tOA|el7fsT^C1rYue(~+xec1!$WI^uB- zcl{hoL*0&R55?VS$dKoPE&DVL3Dz4mj_#wOt&4w`AM4T3z)uTyNgEBV%%6N+b()Su zLf-BC8c9buhXO(UJUSZ0U1hnSq$9&)_eG~Z(U5|_q22jL8Y&S8%IHg@Ar1ea^XE7; zG$b{u6f;Rfj3EzAdqq0p?c3J@jGX^{|0N2V)p)VL z?Hm<7-_qLkJcWw1??2&eHs_Reg!l1PU_sR;Ik*uAPaKn!g6fsP4RN5-F67^5eBM zO`XZe`usn$^Gal-dm?$YS&NMHWPU{Z=a7-+x^F5!2FYk-HF(xlj)JzKb`x9#8SNE4 ztJc{|LVF)Gaq}r8Bz4&C)ixs%YJVOc#*il={i2-ta~Da7_E$FHvK9%2m*w8oiy$G{ z72l}!qa?)Wb6ryyC!v|szxGwwE40Y$4JR(Qr37j6s~t<(R)Ufa7DO#wEJ3dxUoI+hDM53(gKgSfCFsso zm-*4~QuK0isQSl6F7DP1a$`KD$T%W$=7U8s+Bs7-KFe2(GK^;&EusohV9P@G=g30T zD}D)Iy}JmRd!O34y`TumFZw>j-YZ6RYP5#Boh2yZ7G&U0bKf@cGB9ZL z_=1o@4h9+ht-gGSi9rz$ZCW4XVo*Gf=RAJ}1_{17te%pRkH+8EH8xZ7(T0LoZTw?- zNPJMVVsR-4eQ+Nf-B^^3UhDdCGna+(G#>V7G-aX-vk`b1i!3D6Yw$*NF$<;0JZw`j z&OunmH#MEnIq2A%rsnq2OcXsODpIMGj!5`L;|m_C=ow{QUv_*7Qu2QC{`{vDWK9KbFDVW5?vDs}q9gnKz*gAK3# z)A@;T9Kub#9*?~ghr+DBtE9WeA;U>AcZJ+I)MGAJtZA8m7I~Z#W_=P+f?BKrC_9TCuxJRT@YH?VYLON2O=%Avt13Tfyi`os-ah32ui|^^J%^a zL+u&KFI7m9$f}L`=JjX{nmy}c^P?*Qwf|DPs<15>Nq378`Pu&Hk;U)hXonxF){5_{ z7V$#^{F4sWAN&w$pGcXEb|4Dt^)gZl3PBB_0`JCa!x5Wdg;Q^eMuyYo=l@=hL|W2{ zGEVElkbvFY;w94%G2AJ2lr+y{zo9)4wVu5m#ZnDH_`e>j*IdKV zz%{v}!kZ$IzOqYmkX8)ZrDpu1ASVh9^nNfCWQL+^eQnX9nSn@IRkC8Mj6XX1<<7x) zJwK#sEHJWf)CZAlrrog@{E!no{M1DaK-l$D8ZEbi5Rc_4{`|yHWPZAv$io+bTrKPk zKfL7HnH}%mO7%f*m+2m>HSVY`nZI{$qbrIV@5G-Ie~$7@8hN~{UC|YZUXNIYE9#Zp zRv3kMM?p&;!>uI!(8_G7cC}R?s@C{!@p!i%;#oIRbU)J-)hV};7KfgouHipQtHcGLNONdyjcjg-EHf_K2FckYyV5kLx+!N=*DbIw z@rfHEh4u7D4f-Iz$*Pn+dxKH$?KAF<838CR#;Yk|$P4j&GFs8|aYxePS9&q^uh3Te z*U@HWuMlg_tXSoOJBsTG@3<)AgS-}Ed3MVNB31J-<-?XCXu~Xd>z|e|GH6`l)BP?YjQajWB&rc$qvK%TqVis&okR=U#ktlSOxm0A>3W_Y6|IABB2 z@I~#N)DXVi0myRXYcJ1K03tbL7x8TOLIRD}L%JDG$f>=MXzyl={63w~e$ixzEXQpR zCjGjL271!9J)Q0$zmj*pG&ehx_d8;rik%}Oy(>Iu;QJD3zI*R+*yk~-d#V5WPSh>r z_j}z@U6LVetu8ull4uE})v`Ec6?-7@$_V<_J_gdCF_r3RYmh!c5&Qez7iR_f~lYp;XY3|q};tw+msv(8MRe=Zfy;R zx*MW-M%FTbmCL zM8dAb^MQVqA@EN0W0lgaKsdT0%kSwQ2CO$m2NP-0kTJ37Y>*rW%ESX~mHv1jO#hx< zluZPuB`>N>NFu~`#3euEPlWfwitZO(vIlHmYxe#UhX&n}%zFp7UR8at4t<#NtfAgV;rStF! ze?DBa)b}k2!GP}4$Uxt4J{V?=j$2e?p?Kf(CAA_PNhW0KSzR*LT*&g40=hrjjcT#zd})%h=*UpZD^C zP#hkf{Z=v#k|sd-F8kJqB0NmZk=MUJfrpYyK21loa8SBGNFmS|3+mRK$==5W&?;x? z7h;A5%{`|So;KjXR4!)cIZr$s%Fn)%bAkXxXY-mcRd`5~&wF^*9}nA`--~D`;NWt7 zewzUn3*Ey_e+-xfaHrmRYDXa!ysz1p4E5mP_qP>gYBL_prehY{dj$Etl7s!U<2a{z~-X!>IIF> z!oc<0E>mA?@o-$#Q$=^B7#21^aKsYJ;f9#*Kk`-zG#nbayZ$2$e&YtK_m{oCb;_`!SHL`_sG6i-m+f}O^NdaS#xEoy#X`si~W$Bcj1CJ=%xJVe7OQ@3j zX@`Zb8mjP>^LQB3!I>)y7DC7C*s#eR52tyqZ@EL;qS^NY&Pa`n9Glcpb*g+|ZAk2nu-P`UNdgzpYKO!~)=SbGSd8&DcV_as0+?_QtVU3jQ|-73b$ z6JYQ_rc;Y_A?V+1IeGB_0j{3iCiJrs4_Ec~NIAXa*4u5x*R7`u;Becgf`h#IU@N1t zUN|-%G{0x6*-z#J691d`kb8f8=g~_Hn!v&v(JzW%jRof@y48d8SP*(J;V_wugU;U@ zq8=^ap!d?5^<_V~c~3OHDTv|Lul{Fts6qie9y+dPB%BX38HV=*?J)3Pny`7)AO^PF zD1Nreo*3Z z8m}s*k73~O&+nxi4hH5oPkUW_gn@gkxeIp>VnCX;C&Y1xYi~6waO_Gxbmq3Nve)Os z-Eca^cq$KSV^~+#o94hoH#KwqO*-7DWaQk;&j8B@O=)7n8DJyY+2{W!9ehZXw#K9B z@bW(Uq~BU9WSlHKBlt8GoJ!6RtV}Z?z*XXX111ZC&e#b(zmW}uusPIC&w|!ds-ts} z=@70~eY##K6%q;MMm(%kIQ!W(Y+qk8n2NvNLC;KrA-e-|3dBS>6H@0k>zDwtGDSmC zg-IYiEwV%zPJy9*NAs#PsQ?vcgQ`ApC0V`Umuf1^pcA(X@{<9ZQWhQHlLi_-U6l5w zbYMR1NppUh0Y@cX?Fj5hhn1bwn+y_^oqGU>#>>(W3ybIW(UVlwQAS-tM@I2Baq;-bPHq(S`=PhVfrG}zwX z{$ICED)7y_xjp0BRoG@}=iHG5R(H?Y{B2Hy<9Lr?`@BqO@)b9gH_QeFiJdhD7jwYg zO=jEvW7(i`nK;tskqKr!Ejr^na^YIugg|>^9GA|JJuE<=dCp{`|AHcxyjgXL@+uXVel+*B%!b0j##g>VZV&GJ&cL(?s z!onw}mTwFhvgxJOGTK$(T5L3OyORto^2 z8K9gI(dm!HkjR6RQ+6os{0etdotY5jv+3#ART4DMx0#8G7J_DZ-JtqT9Gv{|>yg)5J`i@g8XkAghul=( zs+KZte{vWgzGRibsFZ}aa7j6AT&QsPQAmVkqG19ps|2o0?>B!xK>_T6?ejIx)2rJt^lAvgHR+LnG22z`sZ@#GH)p7=gpNh%>hm4^Fl6NLnNl3}Z#tckFn zl_*gZKmSxjNQkm&~e{s?Y1Em1XgPdv=pdt&?IY_SVx82 zF#o-3o^(+Ex?MBo4-*cYkr2%+VL{i6A)ew(6%gCLT7pw%!Nj*O$0|jsu(kiT|GVO1 z=obspcE5p#V7&DLF`xu2G16-zAE}_aq!dXDVZqglv1;!tE5NF-aqh~)3Xr%d&!f#@ z!mEAZil6r};o@~ewc&LYP`J>;`^%;R4!xbiSZ!rO^RA&27I{qAonbK78bb$n-M|7v zYbx}Qhx^+9pn(3R_LP)sG_dpSOtWCnfMcTWv2vRZ`Imce?M-y3mPuUl?4SY7-2L~U z3l+@wj}Nlf$Y2!ut>cF=8T?FqFNYusq>eEfp4^~q=_MRCKTl!>o}yrgg*QoJ9Q!rdQW?k$@{60SG(26 zgPT{MuX{@a#;IT^btZG+8yzGcobr4q#{#jRk0GAF0=DTNa$X*1f_MNqv($zOdR!QJdb?_MTUL3~G})#&bOAWOG0&tIzsY(ah3jCVE6 zz3Y*h3aSSCZMe76YSj>*X*XTVl{eZxAC+vWfl85}A9J>~5SDKn_Tx(}IQ%kq|F5?e z?60nyq^#6JX*jYp%Z1lL$H>+2U!HX!73Rw?`mqi+Eebba zJ?i1~*928$yo$uE4L=LttsX@!P-kztCpcXSrTS)AzAq*Ao-#PfRwv*jFGxUt)vYb%RZki){Ea!{^#H&xYVR`BK(zHXMjQ z{B@YbhG$6~%-88`_~y6bo#DU+p`%V(W<;(&xmHR-j{^qo=dL-wgzs^^%zu!l5T(_1Gwt6Sq|{*P8sJ(=RpRiZ{IW}D1lYj{wsfT+a zWv{ZM>cJ@fW8)B}9_oFk_jn|-VJnk>Vg%olT3@58JtZ$9^0Iu0J1?)i%g2abOKU zRiNO=0UtO1*QO>M=rEMO`^AC{-Jv+=>Xdr;vGCUlFTjCh<+o+)gE?U7^X|{n=N!oT z?AWBUr2(Ge7jIt>Z-BSoUhX?v%K?@0yyBh}4n#dEIwM-ffu+{ui;?#lz{^TY>ipeC zC{1tO$g9{0TIG4uxU@!CX|XrCLu>?=pte@0a3h4>>!%eibK`q-pTxR@4N$tdYFF>y z2G}$#e4|Fc3Eq_(eBMBAf`97Y-Zzq(z{WuALZ@vL{2CYO5zuLb-?10U_PuHVGpP)V zBfcC^C~w22@Nw~DTYbN+HNZRBXVx{%4e&wV^DL*n0czsUJ=tH-05Y*3tzVEiz;fvC z`I^W9;QbmE?#zL~!lLPdAP&@IIyEJexYA#7(Tyv6vz|K0$#Z~ebht4x zmJQm}`x@G*Y)HMe5=FSrhGb@im-lczY>9ZV4ReJJ4d+ds%`~v#cGmtC5os=ueQR}N z#_K`pV~yD9=k;JyT*O?Cs{ z?0(y7xDax&RFbC_4!XOfW!l$(WX33(o2drFfTl&#eNq zcy0NxDV6YK)Jo)DFAK^%u*A?_Cj4q|o_p5K01=y@bD{GLF#LQ~60`gE%wSmX z)E1vcU{%27el3fm@)dB!o3GA%j0uBYsZXf=49L`BkhLS2u&&5F6qCq=w~@0Kg6=Z` zfAn?UDMuF6j{MYVVzXfIC`NFn7YjaCclli8WdSLB-HFOwOz_J3Qh2YB28@nVPfe;Q zK>0>;HvC9|gn~Ai8%i{=*(MX`Hq3z8{{(4b!%TQSyK3K2&jgh}`hJnzIl$P-B3J`4 zKtJnXNZv3Fgtmn_>&#G~KWhU>>Qf=DCwlmA8x_2CN3P7`=}@T3S41-7IT zo6BJNy4Z0+2O^-60iK&yWl&}@%zSaA4CW^;{il&jg5v%0_A!mz`I;@KWnn>qA*zzH zT@eNBqTI}Nj!?kqM7(C_b*`TV%GE2}Imt#3TMqBZa6*2^2zG)D83uw9A){ol@E`C? zx<`R)ShL^*{4~Ih*}Z$YM1%a|@#RC)ba=UMQ19MhDjYQuox`1^fXjwGKgDIKpkKrI zdCHLnf(!BVuRwSa$X=U)rRBRx}gbdPl9_m{nY0!0? zcSv-N2Cm`b+b|k*NO~F{YLm_7%lyiMXCxio?)(w_s(=A5i{F1*^)ldJISu0}!Gi6+ zizYixu|RJ?%5t=v1-{n3W0pKDNbi0k2OF5+P(wMKkiq4p?K0-Z5*=3RcWIVtvY`8w zXdu0VIxZIXR&gy4E@s5T^W0Fh=Vr?d>F4I9%ZB?>cf&sD< zRy%C77+~2TGjE#70K1o`qAp}GVC<@#Y*HTsMprht)+IB*>2@AJ?^_1w2Kz+XvL5f}h!V{f?r^+jU()BUHhI_7>JIecB@Kr#V z#B`8(HVcd{9^_xA#+?rhAMgHN#RB!J;YBy7fHg1n-+8|ZD2aJ=MjcZDo7CR_mCLJu z{{a91|Nj)1c|28L7seyW)L@8yXpjaWl?q87kxY>yr6Lq55*iGdN})uEjF~D!O6H7r zI_KV7l$6XR(I7=MNJ_o?{p`yaKe+~~o|E_PUMJrLu2gnE zRfFmki`C;ss^QtW^NRoFYD_adKi09l8hcqIDyL>t%t$=ijs2?>&IQbf%+?5)wp8pRJP{gAGL=@ILZ9pRO5G?Kn|sJ{ZU zrR61_KQG62!vU4cm&-A`aw78Lta3=inwmOYDaZF6&ixS@6$q4_SYE|02cyPE%DlB4 zac25$P3y|xGxMaI=-hHF@t=0*sb3j(IZ$6r6w7e7;Yg+9no<;;^Id+vt`y75Kd$#& zQ3m(6>o@v+OHn`bsj{X_8DblXX1z-;#ljCBtsCE#z}{GU>-dEde6b3u{j#(KCrvZ0 zo?G8XMPbsychSYj&-A;(F1!!7^6{%KswFt(8*cic;yw<(9NQQ^`#!wqSo@uKEXFZU zu}dEX?;+!iz@oxwckzTV?7KGn4vH_86!(5D06*8snsL4W23^gXH#H0KBEEWFb!#DJ z-Y^b|(JI6OQ@7lM69tI$Ixyk0qX3rk3P#063())cdeQqIc?h(!?)&`aHU?!Uf61iZ z!rq?3rqvg3!rtfP_O9zUF)ir4Vw~~qoj=Z@ML_gpmW?GPV&oC^*2 zABHqD7iB$3y5%}IF<#K1?s4lTRE5*k%v^8da?{5^?@Rgk?V)fp$g}`qoxkK>2^YfP z-^##Fhe8~ab^UTUv=CuEy2-*D3ZWb58kc&%0DDEuB2PpWVDX&HB8wG;aJVxZy>#*p z)(W1}+RZ6~(qsRJ|Dx|g{x3tL*6|+77_HlB|6+K{dadMbz7HdRamV4=CGb)aGiz(U z55d@jvMYT`pdy{+)cB+X^E+RfALW!_ysxL-H?0&$Pb*l6HkabfT1)BW%BAqVJ7xPc zpag=gPxs2v93!wJi6;EO3swygoR5e>s2Wl1g@&Q z`dEUp??bP{^-7`i)W7@+qZHd)2M&rfmP2Gf)IgF`39mob7Y$ZaV)ViwEi71xrGvFG z_u|X(P_FA*cwq%fv0k$OY!yz%r$jtge}Gv2fu5D@2PpH@I62l>iEs5?A1xCr@IJNd z#Wy=bd%5L4DrM+fx-xTvWEtAdHH}h^Ww?2wNoDXwIV^6c+zHXDK$ftcrdw+T!YtQ4 z`WIP=gL7T&o|{!7`>tP~#z+aC^saE?CEmv@H%FcCf%oBRoj|LH-iLv7m)g6z_hD&m zt)xPp&+0G_zSLEU(IZ*(y_aQ>v#>OioEJD4I&-TO1*JqI;o}cc2_aeP*}L#a6&7 zOZ;J4ekEeJSJyenR6+cM@$k2aDhOq4Dmp-P&TF>)tC-3vRB8R)$Vje2Ve6%TlWkRK zG5d3R-ppz|J9y@H7tzn`A+L_o9Cp@0voy3@R;mtzCUeS> zREvW$(OR2M*TP`2koaS{T3nG^YJBEtEw-H&d%X2%9W-u;?u_Kt;rE%NF(>Fc?9#g; zyN{}aYh20&V@@4p)_r9@KU4>&ElX93XVhVRg?8DWs9Ic*pOLcNycX+1$MpgSYSC}3 zc!{p7!&bV_y}PRpk(By^pFivHU?%UsuJJm|zy0)ISbH6&efO&Q=vRl>n&XY-d+Jbh z>ss?g?K+Gv%$ap)q8923eM;32w(`~XdbAdr=`$_r(VH!-@b73neBrU7RvS3 zWA%a$qilr+jA|N*ecIRno{cagSf>GF!z(P#$~8c$!`tsqdp&HV)F*SU*JFg)A|;_+ z5A%)xm{dm{bPrQ^l-4vreQVLj-A@`IaB*jLiW&pwlg8TisWNc!3Gda)l?-$S&H1h< z!oXrRSDEwq4cIut-cj460bAR;N*)O}pyzwY$!~dNT|cv&{5_}?ieeDr31|Lx0!hOYCO^$AR@S##Uj6#3fU+85bb@7<$r!*$sd^(+|vWJNa%U0RR zk@dV8+44QyoCPZ*+qFI~S&&N~{T0{E!t%ZA8k&ExkWrSnAmRfH<_WC4XYW{eOfNf| z*vf(}=ULwFY!+^H>`fbuVL>(e(%H=!EL>LmF2~kjLwD*;^5Hl(wz?#C+{|RdM)FVU z)n+y>h*;mB{fdnx-d8Kc8reu$Tx{i@$A-bZwEvjb*kHU=Ubguh8=77X9czR+*vc3> zA85*f(>PyEc`pZ!ZNDZI(>ahSO#V4Dje|jPe%5PO4(tZFkB4kH=q=o1A-kA^SFbBB z?44pm`QS+B&I=qE&foD!q>BTsHtNC?aSDfB13p|>MPa<$*d|oH2f)ZyrYkfk)qi`|D$$}~bd)2bRJX-J)2Gq_@e!l1zGwDd*_ zx&m8HJV>HokoY59$eF_VT;n8N5|2~-Z&CR~3cdG-pM4&pVC%U4`XR!IL%XKFO3=uj ze*E+?!i%$`-x+sMu&8;KyepT2+tp1kzlKoISJR4`(xFhc=IIW{ZyYp#8&^r(N5O9) z$5Q+S1(zxv#RVcXA_jDt5@yoa^I0lhgi!so;v%;J3b`HEpL8)POianA{J2aZO?cbh zArg1Yws?{C4(@JPrAwjjX2!X?85Hb{ zbdIKxJjl#=5$)MVp_99&X7VS6Q)S!Qy$P=ytynoYPGQ#FNogLNf}URgPLHz`m``%w z9NR#~OG^16BtT)*UQXmj9S3F>W)oxUDBS#KtG)9c1(nxxH|=4NI!t}n=609D&%K%! zQ$-Y5KNcT0^rKK=*Ra%WErodzk+wIxIdJdQC@IS0pwTw)2<^;4*+cr6&;t&1Q}kS< z7gE?Ir(|GdK%wOQkaV;Lg|#NHGglHe9t`;~{ELH(_Om9c9UQdUUyI+6z`>5x!-D0G zq^@(*%xpUXja^X$8hqn5>j}5URp~@PB!a<;*$w zJG0O1+zJl9_sJ{#na9Dp-26SU{cI@Yh%?r**idN^vfUWOM$htTg7G?R99y&O+e1?} zMng4ie-r&!=$fl%A;rPCN%l34BnJk^g7S3F0}AXekvQ)yXv{Venf|6 zXcR|pWh3mJRn{T_HdN>QX$mxAW8~GvbgG(-vnrQoN_Dd_%{Gb?)kU7GyyX7tB=21d zx6Z0!W2ud1dO$cEe+O^=tpgiYySbaE&0@nk>uSOLPb{$BdpEwdVq^KaO3fqXY;0I0 zae_y&p)uciw;rJ|SMbBbQZ^dR22yiE*wC;3s9j(|=Fz#(pS+Td)V{BuK8~{>X1Djt zITez>s5;PB*eJO7c2mn!vTl~476|j&7u(z=@w;SL^Hmzym>%G_IKPOETVb;MJpI|2 zGPG?Qb0h2Q9SL5nOvZV8A^b-H8)d(q>5R?dKz7jHWBqClO7<-H=>-m22n}u zcw~EyI;n%?hW6YEHqufH#VUTX5plWYK`q(8D)m}T9)}Grw>#raIvhwSte!Q8&4GN1 z*S>AfIM9!^@ag%=f#mSRb??SFIM4=Hhh`26_#3O0>N(i%soC9L$id26^`QfYIACp5 zsW{`p!Jp-ZTNqUwWcF;O-9Vuu&7v=WoZG}b$D5@qi4K}9{5*rEV7)>8c_q=&vvTj{ znl6z#KRPpY|7mi5!hZ*Mg;OxM5$N7@f}GQ~ERi9K0#8xTd4VsDxK-!h_THiqlNFKm zACE@fL%XmtiiXdke>c3@G~UaNiaDp#(5jHQ5`2h;&54bIGn{EWte<^*i5v|zr)MVj zI%(*-NaQVZ|m$!Su-~x%fsNc#lL1 zHdgU)<;m+^C$I7#tK9RSNGuPUNpFmO40%|yeFEI~MTabNKZ+Rw5rp;_nXI z?dOBJqR(Am10OfXpR4{$;A4)3$jRI>K4!ce*A7>G2#BroZI*oq5!dy0TM5^O9bOUe zg%8m_Iip7p$@?qbOg9W7^xsjSyoL{DukQ!5R`bD6PzWi==Ho3r`SieNJ`M{W=vgB5 z5R1pfPJ4dh!~aEQ%!dv>+8croI%o1xyzt{1VShf(h1>s`rq0LLxm*19_3^NX^E}d{ zmIumem5nEfU%5)cBrS@MiI```lIeVSO~^S#r;&WbZ9XI#$;UjO_5GEWe5CImtvb1a zk15BU-_MVb{Qjujpm>vqPjA9}S=~H54OQcuUdBh}=*eq!=6u|tj_H^XzR--4`l-do zlZ)~JmCAe!wzc10*2yFHw&Ue@vUu>FlAhaU%fpV@PdnZ!@<0o8jnrrIpl-W-O8pNH zd)%zrrhfCF75L?%!bcw5(uME5E#cv9Vv}TMG!KSBd3}cDJK^!815wYpNW0OEka8LqQpf2`qR{l5R)A5PM^HG60izl?^^w4U9H9yBD4Yw8)KZ>bp9>G8cvLq#hf zGNGKt_X9I5GYHS#_dWTbgT@o%$vpH99DpRaae_Dc#W@0WJ_ z=TS&KYp1`5=))D+-rs+fXpBbu5s^Pi!_G~gme6(5_gS40jg=Xi?8m<; zFcS7;pCf%u>x>Ql*~HI7*Hoq5)+YVeqJ!2BL|^oWy??eU(%9vUM03I?GM}{B3N+e1 zET*&xuNyJ$w39w(LN$uHjQIS4+qPo?q@N3TweavX($59{U2pu-i1_z=A#Y|2nQwPR zQu+)U$1+SKKg!bZUM8e)kg&yKq4uBYL{HWnuNP~k@b&YdK#LR#{sC$gE~iL;WHjs( zYfbu^LT7`+UnqR`_pV=I`u}_xe@HT+vAU(#ZU$lAf*b8u){}Ly5Azc~Q;_AE3;8}I z{Q}QhQSclYci#E@6r!Jsep@7-uB9=r<%00602&DvtGdqn(-<6+{Ul;bW4qY)^s8HF zq(`ob-6u|TQNsP}vJVtIPucLdm6CBnMeDvCrEs!(q5D44@A%wzYBaPab&({MQ*e^R zH!MA&v4iw!Ui`hct!R|beqF4tM?*2Dd+7v;-|}=*?`qQDJor_g>r49D3ue~aVh&Rn zvnp@eS9->Ti_G^QQ-CRKZ!#Jg>#sI@kYq?40>Xe}Db`xTzXPNU&u zDA}-=)I&v@@*O`?4;$mN3hq9jV42(~RYaqUr(FL!f<~SBG_f70$T*_jGv2Auc-tC!SUqOO=O&Y)%evlBtOySZz>u|z4~v;^BAE~7%`}R`4NrcrDyi^RMCiCcgAu( z@vB)|kFGgK^57B2zadES&}b@sw~O@q=VQX2zaZx$Of@HH_#Ho0yV z7o#2pA8tz!|Jk`$shphO7Bhx-Cx=GH5x=T&vj42|L zyS+4GfcWKlajRf~KB61%2kdfmxv&nAACx6LwJ)M4(wmEjj?0?X7F?3|{Z9Tm#6S1T zX|ELE!m6(%X5&j5^*?`Es9mEmqW=I;K(D{-Y2X1Gzb2Q&|NcvSI5N0F&65i~_1EIR zg1Lxub$u!1!NrdV{>Br>xKR7?OsVrInNL#Q)ku?zp>JCGeME=Cq8`2z9whgY%{tC; zzi7<(_{sk_(K#J`1-;)y_xL>%*B-QTu|afc-Wbu*?{h3q6f%j970gX_zRShUkxxB$ zB8a|)tP-8(%mv+jCP2c83vU4z%Sz(k{id&^W%P(HAMHC>V#$L_|E6TygFM(31O;q& z1BSR*8oIf%B!maQY_?`&4-dnC`qH_> zJh-oVD$0}MWA49|#*07m;20@B*Pr-D!;(pTP2wM;Unkdk+VCKBgn9A{@&88|7h9~_ zcrZ%}KB2OX_^#o2_(=~wYT}l`j067Jr-FGGANS>CF1B>e03r)D3;hjWK_ z_1ZIh+^D77ue$JIxCC!LsPM5#R(bz1K|Zp!@7_A*Ru_KHhx$(= zZT18oT|=AfwF$pE{rCQB10PKbTaB8%`EbZjw^1TKn*Dp_^czz=)V;VkV@n4QySI;J zv%L5ak01ZsSIfsNt3!{D5$-l>lRn+Y$LY0;vW%|r5m%A^EZLrq44b>GRg3x9Q##*G z<^>OItKri9Q9KB^A8I-2!o&A{=}TTs@Zb~2`Q^WrkI0=*yJQKyMlMa(8u9Uxd&Xq{ z0zS0OZnrM{$%Fqi$H|2Z9)A1bZLBX3UL0Gt!wMdB`}jA08Cfy8ahf z&qMH~06VQh9u)rl)GMkZ^}u*`-o1c_fTLb=Nhf$XtFysn`%)e<>%~qS?c$<%RG{Zm zEEjLxQz94fxR}31LVsWh4_m2k^B?cy!8zboaRuRwL;Llf5sK@D%N?4_LzqvANe+2` zD0$*o-d-*eV@~@Dl54etfc8}=lubX@n8==R&phK4Uhx0-Hl6L!fbeSPzi z{`-2wmlo|kQ|CiLpyqA?myGM{9e;lvd9OF6cWP{yLYRAE#&q&L@r6U)JmU8(ACaM8 zM+$Eq&n}W*N%ViRB*>?%?4V0+(`zRV z68m1-tDNFMuSG*J;V=h6QwoXNnjFlvUs0L7gxp`|4Ia`TWn;b821o15Y`ng8K&)da z8@q1&ORH{SVSSX_96ftBzUD4@B%aBJS6=c9nHV-QlY5V>BfQ?wp|Xuo_U0?8C(GF| zviEK8>Sw|8urPm!#X^zj@za*UEF2o|9hyyOc(}bm;Ta3wTZgqWrjz?vp0VCWLN}^o z$3Pzo3*R2xn!#Y<^Fdnlax@EbI2VrS2C{HhBYP}Wi-o5%R5(}OGlA-LfwFs8C>NqS z)9Y9m8gB@eA*_0H%b+oZg&V;IduP^??}KN`y^CO>z4&X@m<x4$kpcgh4Sv78m~e8k*=j7t!rZ*E^EzrQC|=#xQLV~? zL&vw5$fCCbGu<%?%P_Vlu(B!kWz>I&sK9P>%thd7X(dMoiqL zuT}=|nMfIxPi1^yV%&5)Q&@)}^UXVx+C)-u`caxD{6?`^{R&oI&5 zBIV$+j)~BKQ)c7M3@p(tPVGO&zLd#?0;WC08>c{434c?gbNrDc$mhtxU+i z`8=}fITN>@WX)Q2oC#ag_@TQinaH-4d1Jt3Al%;Ji-7?HdYgn-n=fRbsY#e8H^6|> z*!r2Kg-ncP+<9>25fk#e1kU+CWI}M!V>j_UCJN>q-lMXGtm{@rbmmJ23WpYKJf6yc z`=k8UGaDEfiS6wVm1dy8dX`7LJQEcgo0hdPnJ@}co@6qZ*t0rFX!dI+PFJ^QY))q) zWKPV!q&-ZWa9BPnBf~`0!(-F4Vj0Nl_c~jk%0SIIg$ZQpJV|O%JrMl=92xkTRTt~_m6>~ zU$F|y(izA!-)t$R&46cu(tngb6U+Q_V!sNq5XKXGd5kb_hMw7b784hF&TE1*nOH5} zuW@xF6aNDM0RR6CS9v&8Zx~e}l`Vu)iAtiflt^(>*0j*3NQ5jcvWFyDN@_53%n}#X;;Ge zP{XSDJRaifloUKYcsTC4Nh4?;563>Xj>=x);&-=SLv0!tKfgQ<-k!}vTDtPUf9jP` zn*W5#Uss7wC+_+bt5rfRXzgmP_dF~SOPZ<)=b`QQ_Fcuxcv#4~q1X5y7slC&xAp{Z zk*Hx7;(440lZm}!gMWG0dF2SRb%uwCrwZY`X&zpt-`Et=%|k&%pZ}^v9>gWgRK6eN zp;fJhH}#E+qi=+S?Blp7(%x>>GQ!0!p@!Cft;GK2B4~DUl_*^LHDtGJC45cg_i4#g zg6w0z`^|SAF8*^pwEGMXk!AF+TA~EL86T;Ad@i!56?`36a&i1jt?Oq~9)x7(^m%;d zA@u4w@}VIfe%>1O2^FhElya82<{0d;0O;X ze;N!*$GA8XBd9BB=E6Gbq_oUAE}XVRIK{r?;w)puH)a_R@9cbA+uL|pqt{qcMc_87 zTR^&0!UH>_`^@U|1m7BYP2=l%*l|{P-QQY*r>#=|PP%Zh{d@>JW+xZ1s@`dZ<~$^J zUujWoAo^YPO{|~F!=v1zv<3>HC-Sz#{;oWTo{y>Cy^4nn`>nbMI9!CejXW69=fYlK zC&q8*!2d5PMxM>ZiP>MBa~*kz*~nO^m&QYb?yn_lQi=VH*5$SkeO@j%z@W(UP;>HU zK8wah1I1GO#3nB6OrP~_eZc|KxbXXFPY&Lssa{OF&4mjm%JZ-e4^5x0EA7(e;jy&; zC2cJp99O71$xHC?J?x|Y;s!3}aN6?Y%(!@5s`1J49S3TQ`loJfhD>`m8K&3-e&!%|+CWx~Q0RF1onlqeI)dSl5^HlGMe)mT=9w zJ&7F5`*7<0a#;@iRLp9h(K)!LE@HYPnDB#1*Ym|mTnwyHkXZ1D;NyOquxKLjJdjg; zS(l57@sBGhMI5}KZ>sxbO|0|eyp`4>-dlsCI9Q3-234y#5Ix}~;mE7N%Ev>G z7wxEk(n^ifQ$`%LR$c4yR^h^ObU^C!DK0b(G$a_#Ttuq=DRYS+@D6D9q%Y@UbAK>D z^$!R7_tt$IW^y3C>hP>hAP0BaIU^P_95mj@9f`N&g7fqC!`f~x=8c}Q()i5<o5-oEk2=?T zc(^w)_Hh$~hb^uPSqVZ_kW*Of{lT>gB?=~MbEB%z^t~h^=xP;yeAnK0nN|hu_Rlh2 zB~^%j)$!XbwF<@m2^KH0tAd*3mbSs5DvY`w^exn`LdJSi#evUN7@q0dyVSWFhc#w? z9*n4lny!^lQARZq4=Y?goK_82%fQj?A=QW+?8py2U5%*?OBkPBs2kZzrPMYH;rRV^v=#;`_N*=28FDz{PpksV|0)mCmPp>$CaLNPLlKS;xoL zw5Xx)HGE_|u_-1!;p6TC`D_g?9|_sw^QEHsV6_)1t=h(i!8c8TrzIcPhbfaAruiti zyy}5hoB;17`sF8M1-PcH?pB{KfW^e_;wNtfc(-kE`u0l!d_7~@`3VAuMztgvUlky1 z4SiI~N&tFoQKar-0rblgEO6{=sMFDIzz3OHlz|O00(~-{FM7{a%ko%uN0d&1yZunv&z~Aua&nGnrJh!)9 zi+smNw?$IL>0~}eWlXA`*znP*R3u|X)R%KMcXn|2h|Km{e@#Sy*hXDz6{5zI=cjm& z^I^XybC+2KA6q<%T`wi_an1C0%>8|Q_(UIbnWw-f#Ks0Sc==`dsV_-2Ag%aw#EEb&6^u;w z-x#M=;_0HsC4< z{_ygZiPTe=>2wUq39<1;a!2>t{cI>rZ6Y7&WrNIHFS28VjZn1>nm4&@H2v1Mw)0^_ zT#r0@*JFB^ZOTMlvh+`PE(3yJa_;kc%OSnxmCE(NayWF%UF=JzgZGYR+s`b+ zqA$Xp_tR)FQ*R8EbSy*fWYjxRJ397uJ^I~sg^nlcaZLs}bZDy|Y<_M?hu6cK_tfIc zuwPC=5Zy?_djs7!O2efH4t=YAt+WK3rLKb-3roNgQJt*#S%MWIJ`~zA8v1M(H;mZP zh`E$rd&ZuIA+4S7XLBRLfEORj`T1u0}R-DYooaj$+ z33i2uw_hSQURQ|7otLWb93pDN^U1(B1!!|QuH}C#AKwfcc19THffo@RczZYpO;#pj z%2gB?N5!taQk;X0rFARLSm(pJ>DSpKIh?zwHW-<=B(b`;9Nx+IsFT37Mq$CA17%wyMb)&y`S1buePuKk}Hq1tI z*@%`UB^$h8&Li8NY?%JJZ>&^LhLQHSJ6tOg)Vr7ND!z~f7a6&i51cbm?A_jQra2uc zqF;|yJEx2B!u_;Rko8NL1D&zA%8X#HM+8i+G{gGPcfQ0zc&MO z0+SC`$)+KqtklW2ECceIe?s*evv6`QD+)p+ER6G&Rh-R&-hYzk#-_6nA-ejyy-F77 z`ZhZsT4ch*a`lfz+cMx(o!vS;k_rLk%7A`&D&DQ%|FJ$G6NSCz{2l^_3vGCOl1~D^ zdCAGTl_XdMpIYxUn1#}Se|FD0G9fL=Q{6C=fr89J$-}EN(Cs%WvY|Q^Td$@^D9)t8 zSSyw`KPwBd$M4Ix`VtWK<#bECZZAwK;R5NzmSLcQ%vI z)x;jl`peQ3WJFA*d6-dP9bb^>X*05WF}g>y6*c zgm+u%<$a|Ym}@(pxyPOmbc(aspO@gif%kE6e`Zc#A*)lBJ? zn-qk2_LiNDrQp}fGfR5j5c!~??OAw|j2{BiZbXvcb|BQ%-6so5m6yIZJ2euhc zL`3PiFpj=B+*z6nca=O|I&z^*+nJL2G6&IXA|)*^Q^9&=6?d;H8}@ToZ;8t%qsUuh zzfThhiJL@|6pg4T5^m`A&&b79J?Ha#J9DvhY*%_oSRQC~>R0)%a*?0WcH`K(T!h56 zpC+5-z-OiQAIptYSQvVm8_823xUOY<=Q$Y$ArHU4$oEHa~bz9`;kl<8D;uK<@9? zj$Q~EkO(^ipy4dV*oeRIW%epMT<%3BL zU;e1M0Hk><#e78zQMb@N!2Cr4db1Wh$orU&|85@|lp^LY*(UbbwH>*b8kUN(Dx<GiEO+G`+7FhI~R#9ogJ$@^I>G^qPo^SAFGSUwN6SF;I5YU4l|d0=#L$FeN7?{ zTGdUHEs@0Bi}M{C_M!qxDXA9AXF zaxuA&et?*t9J)`y**utpTk&eB1U{X!wlznoSRgcdIWUNV>1Uf3BtIp?L~%!CM?yB9 zSn9RtT+T&fSsZ7FaXvz|j6;+L^O3BxKepw4K5_(4%c^GcASt@zJKr}KN@q65>)Peu z%k+3pbrS`ZcLWp6#o5RdR@lcpkOM9KW1B{j^YLb8PiahO0UTUv72c>8V(NqQ%uql9 zh72_4@bBcK^t!EWra>OO)c4ILFV98Ln9eS-xjB&f`g{2NKPt*Q$4V_W6yWC#O!;pp zLck2IJ>Inlz6uT!=i7_0d^kK*f20up`;SO9t}4Kda`l5z_w#UGW-)J6I2YmXeT8R3 zsqmwAZn=0f4-`_tmi7IG`1W3_>r75DwA;w9>$8cf`&QVPRE!t0=BFZl6d~}otk%nu zM4y+gzWqw10K7cwEWb~A_?B_3=HiB zeeR7Y!lZ|3&h@p0=n&h4$%y!IsBNS1Hf&SD&((Mv#c)y}##X=h1 z&{k~apQ3>j(b8ufPQ$M`lPh#C({O7sM=Far=O#)@n|W?6#igVe=1f)zo&`-GI3Qhu zV_Kxjoi~c`%ss5+uTCi*=Sfgi9?;PFJuv3{OB%*%tI{j)(V!pyaC^5e4P}z1&65Xd zSU%|*f1;-pxx2|HH@cN#?b^kfJ+u-GopX?mQZ7Nsi*jNEvD`D@MI2 zEJL7DaJKwV8CE!|FSqnA!w`@oMo^`16#B+DF1y#0)hEovHpj9NN!=0z7cU8mzs;}VJY z;&g-uq}^eLGW@+eY&e0^5Q*em6yt)YGhyK zBvg)f&bQXSASRA#Q3C~~2?>s&*5Ikw> zS@2}8sqEXv!p*GRt2+`|IPK^* zEfT~+;?7v}5P25jJ%zpzNd`Z+DC?v|CYr9>r?T{!sBv$ZQo6uGZ74!WkCo-U+vw zrm(;}FJ!ZDmWeQ%%tix=$>TE69=g)>+(-Tx>bU!qdwkuV;J-K6)->4*9Uqeq~LF<~S24DVqcI9x!qFDfO0R zBMVi}<1Qx=I9o2JuY7LFM(5~vxho!Q_&aC?pP0|aYYQ?*JeGwHo^*n`B@6ZHI-Qzv zOtkEd#Kmt6T;%zD9NfdiplGVqh%3QEC(HjyH47W=iCtq$|2q9W(cWr z?7uqaW`HvT4Jwm&HeO`npqXF+h0erbjq7eE1Rvb;O%tIsCaQUBht^Iqz!E8R_|w6F z=R8%lx5pTGz3qU>YQlf*UBfk2&gCeQ(HJGaV&Fpnwc73+vCln=%9?YTU=6x4BOX5FS4q-;a#QqXkI&;r6aI3*u{>m$29lgmnzc(;oE%cP(wwsCM z$&{?Kl}w~4TYo9*V?y%4)}y<)Ojsf7{zeWH%0vE*Ge%4ld;DM?tzy7nBd=A{g#pG} z(V-S9!P|(DqUADTKbBXQm9;ZLGjRJ(*I_~aRI2=GZ5G;s%+@c_Vu4n+tm)ZC7L@0I zWNJ4NI{oarMDGq0p^FTrRkWD+9TDJV5YNC%R^=5D!k3{Q%WbU4ESyR^@Qq@^24#%g z|67QSqy<_g{r_0_PeUT8GMxq8$iK6Gt613FU_m;m%tEWZy5qj9OzbIfp!upYVSZkG zTxB^6c{BID_e~M{T-hq|Tb_+XTO*TVJvMH3-7Hg_V1d4Gc8l0U78EV@J)@X}KMgy> zH6JliL0+(b=~5vlG=QUz~>|NoAa%R(3OntNhzXsO)!)n-e$pegZWB{ zO)SLbyvmfkNAx9p$?}1523q7RC&L065c4l~6ip%Yk>btmF(z^@Tj_nzCDy5#Se$T%fw|fzE|`il z;NGdT#wUWvt5BIrDF+tBgdb<5C9y#I{H}TBBn!)pBae2s6Mj^C7;q+lg*1__&!^>x z{X6eprc3ng=#-+*#sntj=6V?9_%jh4bS}x=n}yJ%c?sQ%*l=0@wE5f~HZ=0IzRx#a~mRPdr@a5q*3g zDZeNrf{k#67cX6je3HDvvpWz@eU zmBQQoS*SSj-s!^+CVsxY`%5v9SZ}c3u#@l|UG`aK_b3x;=ARn&zhogu^CnwzgawHb z95i{s!qEUD{oM^L+%n1QxweOeFn)2xhhZiZJ-6@HBYbH7&@M-j$Rm@$-0?Uc2EvrS z?7Kwd@S1(KgAQgaFvRa_%&uXmxBowwf%w^?~?b)~e2D=1j=(MkTF=7+CHx zJKJH+!1&KA+_Qe=2ojSB+xC^1f8rxT0%C54T)L=o{}dBDd#UVwCQR%g1-}IkG8}%Z1X`CvJ>bQ?&}KS}e$D^cB`C+y8bxCV4g;1l zKdvaGFtE2bLs{=BkvG>Yl2nNKxvNpe@}WKPerzb@gc1WoVOBowX+&<=jY{)(66Xn5 z*XaRII;t1Nrmufejw>r2lU)hl9_G|-&$1GmeDB_fEt9qFR$f8AS-y5pslx->diPnK5iQKUn*C3yCb0v$5S z4-DF`l_O{3m|ru$9B)O=FBP4`z|>lU7N?qW%uOEuDoLDoG=637``18+w5?S~gAN_! z2}yDnvkY(Q-!zoIr{RA9009606qk2A7Ty=fC98~7%4&#=ghDBl^ORXeDvFGRq@jo? znPu<2$74Kr%xCc+Iax(2l0*wp@+FyB$ ziVP5_&E`~i$pD3y_o_M8^tf$nRc-_WSVKLhe;-`4v(HWMu%ts(Yf93oH9r+A)r(^{ zXz(}mlGCR5RItgsEm>|wg_*!6=ZkCh6H`)6jh=KEXB1(W1|3@VxG&rWI(V9|hV5;o z!ROvj5enOBFwNt$H2;_i`bVF;c%@Om{=Ay^u6-0xX*$DR=TZT-lN`nMVpItFz5$;2 zQ9+Jvhn1iq6&%DiD6N=M!O3xEEY6eyJ4&-O3-(rkg!>fT?BkK6E`bf_MI<) zq(P6jZ{qTSdWvl#=5!Ifx}{PdI#UeXCWoawri!7dW?VnucQI6fx|rR=Vwg7Gp&_xC z414XDsINGS;QRA|O9fg5Fmm4`RW2|ew#x}xyRzg#>80onJ$eB&N;8(X#*u-|V^*;} zmJIFMJkpE1$#64aU2J81Avi~gXzV#z04@J+johithjx3uXNfDhu!k_=8swP+2R*-k zExDfq?OLa{+F6jm_H2Kj?zuwfcO>r#4=DtVlW(;-j0)jS)wcfcHwu8*C!r}dm=9hv zFR$EY$p^7^mW&OwT+mCETsJgNgnAu6+w)wxaBO_twJSaOAYgce{@$VhNL4Q4A7Tq& zZZ}yi;9>!EeK}GH_ej7|Ge0iqN&@z=zxI~&JZR3;uYH`63qK9o_4gX*01@CxT}LkD z95KEpuSfzx#qif}50HSjr<=T*MS{W^ZBNf@B#`#r8*6_qAMEBVuboWGg`*Ntj+r}i z;M{DmMw?zX%yyk`OK;79Z=I7bN6!<1Sz}F~<+ufKrFiHqE7@muRvd_HwDN}LKu9#u@T_+ZPJeid%QICdv-blXw z@o;#aKrnF02?6Ut*$sEi1L3cjq=qwlIB?B5w;d9UhN3OP(>@k4Fd`Vol)V%KHqx6V zMm9x5+I1W0E3d*KK~1+?Vj>8HLfRuGnU5i3_2Dtm06&o-h!!?vYlSRQwL(p9MqmRIYBwL)14{$9oR-rSAlwX~a^AQA zEHkr1*EzJ{*@E@f2&)rFJQJI>Ja31cX>{5VEhlu2u$XB`6=43qmnpW&W(In}gwEAh#MzbokzX>rnxpLz?&UJny=WbP8AX%Bi_?Kfi2AiK9~6v)7CxT4{h{cl zlP!{>5`jPY96ai_2VuSt$J7D3A5Pk~q;4DY#mNtckIfiAL?N4&f+Kbhk*MPI(w5B| zg{H%{4h{I>Q6nCwSc*UX-0PjVnKu9(pC4|hlMlw(ofnI*s|2IvyHNo%9)IKt5^>bK z?1_4Uz5_>%J+LTyPq^0=5A4h>d$TRx6Av0+{;S#KjRv%krQHO7Y(4pu%%1reE&X?} z9j_0<9fnoHo)N)#iz}E#-qs)QOIWCUPxZpqvfJJq#a`H}9&wJS=YtU`O_sZB{gCHU z<1bgEN0@TRv*$mjKpaSDknRW#L9bi4$m+S_Na0Ml%`p>+Y{O5?_r-^xSjF~rY#V|x zC4Y}}AXhLR6Vo3GYY)bNFOHWCwufQ&++_LoJ&|bEFWzsJ6@{~Kw*@=3w-ocE65c9ttXS zIDIh6$8_euQ-dTDKDh%^2dqgLdDwCBRT>Gy{m2_Lf9K;m*`@avib+_4+c=^W3(%Bx z|KfmZA(kEIoO_*EguxEWyfX=8WUn;m)7(^yQv(jC97ju#ekG-6_wiD^a!{AWS*-*s z)HCm7oh-q~T`pV3yGqdaeb1e7$5NEvFFzz=QHE_@4=;URDaYQGE9(J! zDh}+eO}qY_imx`zlOM~U88(_4z|45kbne~$fXEI3C;AFrmMEwOYYByT+4G(<=HUm8t6 z_b^cHKX(-o2?okB2hv>q>8O{wC-K9~nm^@xeqc2XWd$kjN8)Jsvz!ri`W6kx4_>xh zyhFp!CB14#F4J(p$m0aTj)pJaNDP@>qv7^y7nZv>Y4}m|_UBIwD*7Bao6{*pMNgE$ z?_(6?SK~O`*+RibR#~}?*=uoX;4oZ_qM*=2zbh}|DR^i73+I?#3Wm;4Hc^Na6uI}K z{QvPx>#iGK)~6tM)THHLD73Q&84V?RBcgfqN#u51zom>qg|@a+~7#=lVV|9ygl9z6<^&13nP z6H1M|!(dL~vWF&o0qq@qZ(-Z=MzB(z>Q`Q%f5 z0xmg;)W|l)V^qQh)9BS$>>+7|>o>$=%x&WnrgbrRtbyBy`85Wcx3teo+Q(x3hS{5@ zL9wXkdg4?(h9M(>WX4evfLi(d58JZ+F+}xnVDXq2@(aJ&m^$i##J>2t)9P;6I^I_o zE^-eic_xmHH{U}7$KH?kKYO5_+&(8^j(aFp*pP9j*8~YR&F*I-wSk~Ly)UrZ7zP4N zH{LvL3NKc}dAH=BajtV#Qfd$(SH8tFRP-?Mobx6Yt zo(VmTl6~(9CY-!)((Bwowu)A2ej*SW`(j7uCL@7=;$<``IR=bGbt2rh#DTB7c1}Y%aB6U+s&8b7Q|Io@Ka=DeH0$NC57j2lW8AXCVt*As* z6B3YBuNQG|TAR-k!t^_RilC{iMXuYI3?C9T%T)D>VF%yXzIMS97%2C3_Ngd=jizdf z&(D-VXX%B+Lx)QsX{`3`t=%PXAL^Gy4NKsaakdH1N+}rcJWoHPR1U(R{ZHX~IlSaE zCrL~f>QDI`EH+q(8mWVoU=iS>0vZaVi+hF-7Ca zRCtsx+J8=m3JRmXoB5h3F!5|b!RrbImRb|br*x@M<9yS@x0DJ#H)0PC+@iuBPVt#d z3RF07Fg;Vcg8~*;r)pJ=DImU8w<82I(W^AV@7#EB&twUNywp9V#n@IM0ja zHz&)$p`1COd8h)wY7f8un%>j@A(fk7BN%hPSS%A>>~=;y|HDU^QM4?9mn6)XbO-mYer&{Dd3Q4{^?jE1s0E4 zZ+_TA14bU4$Z=yu+e4zVf2r~afcfcjBedzXJD+${WgJ!qs7NUv5!DCSjA zLy{8ejjV#%-0b9NQWcnA5Y;~BSp{!)J|2=)sDjVMJ$ih@mEd?LG;}Df5?b3FI96Gi zkgfAxiyF^__WMIiPvV#$tv+zFzKRLwkNH}}u`t2o;5Dx(=PFpH#4m7utAy2_<6MV$ zE8&mzoQZKO16UFR*VNQapyFPl^`9;dP4^m2WX)FVDyLgH5$lq?-Es=qC({A$=81^sIZG>u2(xw0X#?Q zU$&-z&HC}BX@?3}^+||JRHp#fXa1AVA5%aw(`Q?|6a}hCyPuAkSAY_O$Eu804*SV+ z>)Z^=Ktp|EUBcZ`SQ&KExFlKvMoBlCv_r|DFLR$#&r%HSUJ1!lwZ%YUJ25*_Sq%Ft z8{$IUib00!YMJm+GT8ilC*c362$~xe63t8sVHY_*PG^Dyx)MeQm|OGVxv^e6uGP!F zI~vnw=6R6sKv-#WBEcfZ2-3f<@p(Mq-ERjHxPkq!+p~N~r?O6Em*#<%Mb!5JyIlBq z?YzM7k8HR)L$cUhp9w*3^?kfiX~5R~G;(@fA{;4LIQM=k4P4Ufv_5yZdnGQQ0gSKx?eLC-f=|~ zY>W+t7RvN)b@>3O<12W{zSbYRS^T#&>feR|t?ne7CkF7$e|um_i5ZFo>A!yV{wmb2 z^nX7i#&100e^B=~{OsbQTRb@Poq|Lta zL%cL$Qlj+B4}0$j9;}fMK)+YHx(}R!(M>dy!2d8DU%e##OJhdixNDz)dt40i%YUEt z2?|F)U5=ukK5JZazsQU8d8m`$lm3KkP5g92I7uzo4zP2O}my2%Z;B(w?K9>lEzbm3`a4H+7BQs2in?)38c&NiDH31GgwJN537; z!XO)K$DFN1j6XeU)XklP6GKehqpjJv%ej^7w0kDB=pLuk)4;k7w2>v!`F z|4fvf2~z?}7Iwa1Z8ZLxjYFdKuTL?Fcu+N}W801#d@uRRe3_bqFYOyWj$R_7qpf{2&LnEfJsQbQfMEH#w|{tdQU`ONxQ&qt{hAo9r|#hGY6TI zN+-vz=Az=|K2dqOJhXf+oZCE=hdw(hp15S@V)}m8a}070UR-&s(IJ?F33s^S=Y(^x zcCU_wuVD_lL?!7(59Od1C7R2$I2ZLfy&3+Hhd(Q$Zh7S8p>(p<5Zlpwd{;lFwmOuH zVGgOZ2a`E?x$-mBx*-Sq&CcBIx5+^j8OtjbEjjq)?vqRBWpi=2aP8S4%*CFcH0RBx zd6-QZ-OO2&hmWmz<>L+WagjVX9=4c^7IX(5)g!qmtn^*uqG~RRu-tXJuAYk;;afx) z*}0g?{??zoJ`df`a<}eE$wS_<&OeEk`54h)d-cn167nRr#B{8wE4R~iiM9Ph!k6w| zPg;xPp{<>Jg7UF#gfKKdu*MH+eBT~(k??qs=|nPW=g@z3>>}gY$s?sajbyYE zob!m7D8_C5A3nNlE5&tOj)H@IrFfIl?-@8>h6hds6wWfrQM4@8bfCQgS0lqxemPg* zjJWkD<27BdWX(XR!0xf5G|lD;4B4j|qIivh?>ek|n^~y%b7Qewp$Qd*qSmWe3DQt7 z;Y8wZ9~#EQ4_~|YoradiqvxJJrr|l3b&ohb*Em+aOZXj?hDRzQhdc!6_(IL{eOwM5 zg&Myl^si%JVuA92LnH$Ozg?6hnOEY-QAr6M<4R;^52p`WSK@lNLbaJol{mSzF;+gU z5{>%BqF!@Uq1>?3;Mlz?w3>8CzplE zFtK}ISM?1aCJIDI)muJbqTcfk<#nx0B)p?MNZekHNy*oX`Kzn3G+)N@fO!ozD>FSW z7S&+4X{LPFsan)~=>KG=RV_{&`?KHXTMf>B_|)7vNxmFU<8M6WjL({%T+!)Yqi#(tw>qQgXtO+Q%*Z|lB*U) zO1JD1*;R{_Tf_)??pkzC{N>v1Sc5z-I!}eJufe4KCoCsFRilEOPVi!DHNN_Ge$R#e zYUEFuWWD^V8jGV?g4glXAfN29Rw{1|?xjAeU6!c9lyz0N`QBCIY1w1G(VEpbp<}py z?lTjcWy}t_wK4Hzx4QETk%`aQ0)j`{nRua|;QDiriE#l7t6%4tn88^ft87q>X+`$D zUGCM`+*1C!Fk)>jAo5WAFB1z`Ekh4nSj!jhfvq|hnJBm7u4k{wL^t*O70%{Nq{LQP zIIiWB=bCPYV;U2?n!V{VADO68WbZJ|ww715L#v)z)u^_k>#XY+CMLx8ic1-+-M7Hy zVs?~?LTp>U1us>hj-VAZ{iwnO)93%~-@?Qjgc(TO%EVTu4SfP8Ok6Vbb77b=@q^ar zkkc(DzS+7w`X{{#=W@iOICfXzyz}~|{d=nL%`>kT?r$p5u_QRMr?V2B19nObu2iC4 zWb4zuZB;1tXDn^2LKSNI4pp^TRN?LKpWT&-mFQ8ec_w9ufog=STaFhpa9H?UgQh71 zor*tQH&I|<%jypKE1V3}zoD(mcZ7k5iQ;z|>I^i9dt${TFz}X|MQEo51C3)NKeFs$ zVDb8W*2YG3T%3LCs9r}y;N(uvzez*c<$o8u*l75o#EO5z02O7P-C_wGp`v)z7vlCl zDi*vmELI!0q@v0Z$@9~rRMdase79@^4L^L3b_+J3A{Sd{n*V(YvN)PN{wqtt zl=!0tg-U)+2GrE=WpexE6C+;^sgMhnDm-)$Ccx|EhimE*6ND9)UWxLjw%vHMr36#H?K?wJ(a z?$GwCMI;3&Uq^ec2_+-{mV=RBG?Fn($D>qrB?-IhdNc>lC!y9->SBXhGCI6i-`=2* zfUL!Vt22JFc#E@zxq&4H7i{wUxmqHzIrGddU$IDxXbv(vts99u1Oz1RsYRjR$(s`a zb}?vUuciFnJqB9`BxxLjkyw;JP7Y}eLg%}=vEz6A@Y#tyLf+rJk+?!8iu-yYmw>Mq z#mom=iPfBAp+4yL`dw(tD}TK7dr;;h8L{SCXW6o`ziBAZ9PJVd>au#H596LR@% zOSG=EK_Yh*UvrN>ic!2YdxuQW_?k;~e26{jG1~oQQf}k3>gAEl(!2Os{#-kg>Vb#E z|Llw~_d!dZ>^^&acO)o1$+SM8jm~_BiEzNn7q=HvC`=T zHW#vjwN@?zOOWITTSqe>)@-J1eqjtYvN1Bde9nN)G`oj_kty7Fc`+dQ$rCpI+$d0a z=@HD7-K}a$2?S1@^C3G0g7ZK&n+PEgYK(fyx(ocFns)wx)O}yLHOsT!V9p0Fy}f=; zXuuElF29E8+;AusY7w^ci-qdy&ac1Y;voN+y7JCV2_V~Qa`TvJJT!z%Wv{M_2ZL)7 zU6kfnn2tD8lB603Vj*R_Lxy7Dz)W<+9_2)ElpK?)AZNfC6^E3EY?<(HNY`xOKsKCR z`PC|@K?Lh0Ehf)uHZ-RA5775#f%#J(fo{1hXytEc-F`X~Sc@IFhHqv71mw zYIffAV0#`s7m?58-bjMv>&oH+wj=;`M$4HM5`2Cia+^?2f{u}*Pfw&tQ0!NGG&(;Y zxJLJdlu6`6-5~l7@^@X%G&IWS5Lkq6meu zL&&V`va|2K_PG0A^F(EoCJ6}*i9{qnQTg4!p3nOo=Y7vP&*!|)^ExECBJ67=tjwuV zpr%zq$#9{~qu@%2GS!uckf{W@04v)R#cFu=)3Va0z6QqEZ6m65)xtL46&j)DWGI{Y z{A1}18G1JFaazU}3#+8UV#$?*b}>|-ah=~~3sg{b zQne|Sr9teXOY=D%I;>EzHHvhmLx#AF!M_MPe0toj9CelsZ65<|gRm^^6b(JUV2f!F7fKKQi`o5r5J_B*5+Rp;vUEizPEHuh2o*dDBokKOGKwT8^YV zqQPmFex3FmI-p;F$1@)Wv=3bCbm?Wl)|OLG$LBfmtLJuf{$fB{%JFR8ZU%Her%y4G z7$BfErF_?j0gFu5M8--6d>V0{Yi*^2t+|B404J}j*SrTtKhPo8lPA;SDFbx%Yim>2 zG9lyIX`g@QOwe!ZsT(t6LS~zSlgVl(m@H4KM~^XJo9m^()SC=AJ2NVAO^X4IUEew- z`skn)VyG?YONaA;8(fVzc_&qoHT!s&;PTe*%NREkUL4uEnRtu|Tc!&f2Zk8XGE=mh zah(Ao#Jj#F2N|IKqj6+6g$}>fNh2lw_8&vSL>uEJvq=2Z(#>gKW9*|!QH}ex{kkYMXe*QcSHoHhxlO1VruUAY{ zQkw=|7u|l33{W94`KrTzfmFDZtf};Pjsp9d8-I;aDKJ+TiH#N%2yEHp%e|iphm9>h z66sXf;~locx`ztg;sI8=-Bg$~5b~CPO@+^E@6A_uQNeJ}weDY6s4z$33S3a2LZpbN zf!ZeuyeL;`c6~>Io9(;bYDv)G`4eJtvmhPfd>E7WuhXF`SVnFo(qZ=O#=CWcba=$? zD`q`MhmJ?`RKL%3@bYOsmM+Es*S|Jeg69~}ydp;Z3owA3evn?G%7o`B#m#gs7977l zYLT7Df{pIowp?#nuzF`|clsa;a`(MW9OGxhCND=0-3R?s*`x*a$Df+?Su| zHG!(?y4!;ZO>ooyR}eM62_&WbpM2A9g4tUy`$b9{!TN0di&gfG@QSH&MP{M_MBUYI z*6nEkiH`MsUzg7a%z`Lb*tz_~u^?a9Lh2 z>Dt8xFbuC08R)5pTwk45J-K?=ReI>X?7ccL`?G$ww~-CI-}kFoey)Rx@3b=Gkb3BR zE>JKMUJrZby*;we*Td~fY4@g{ItU@X*RJrcgR`Hz?Jj?1gKK2;S63-E^d5YJomnif zAbTxRUot`TSnqT9VJ1BN-lh|Hg9QtYSP-LFeBe?j3)mk*ZB(|iU}{jN1ofEU z=P?m6*TsOEyA|JdapuV})_zC-M|AkPIQsDUUOG4t6|$1N=|I_Gm+-KL!wbRwh2{!6 zkd+5YHe95``;dC6cYkT%vh;a}tu+lk{Z@4x=FCf)Xopg(FcqGY8~4eYQQ*?v+;46E z6j1)pm1^5ef&cn7TOCI!oVs_kddE@V&3#eY<6RWkq^%ALU1X@=qNgmCSqnKUOjTdn z)d1zx?G`!NYFKIVF2j#h39-D=rv}HXphdal-^!oWkY2g2#L4T*y;2C>J~BW`A%U8X@9U~y62$oa zXEY*I3X_r^cZ;Z{(3tk)oW@Wo5WkrJcT%zx{yx4fC3dm|PFJeEnaLnRp;N2qqzD1D z`~6m)TT=u&BZ)_6MDk#3@Q*DL7TK_{hDd$;Um^Hy+9$7XR}6)7;xF6Ni(#!)r^C-L zMQ}CSk16`E5VA}h7D}D+LE=~H8~rCaKvS6H>MzQKj!*B>SF!Jc%mG6U{=G?Hl;rcz z!Y>)jpe?UfEFIpPuD!asHxo=o9j4+pXTqSxaN4`K89=j6p2c@*@X|;3$I60K*jrPi zs4|iOt5t6Wy5+>e;VTCoKED(JA{7Tk>-Gh}1JZEX`SNfu3|VRKbvcGpC&o3=`52HM z*0v1)9R;@-lMfVk+=KFD94V&JQf&HG4kN#v;!7yvU#AQ<%V31T!HHd zKB%+ZGbn%ib?p0jDs+?>j^qr|k163O9C?*dy5ICVro3&|AJ)5uU;Tdy@BiV03b9R3 zJI`K2g_4wz^`(AjD7b<x9Y2y@){DeBNg-Rz_o?RAgbRdK_j^%inr0$D?0^ zXNHJ-EJ_#aFV?C?Vc+Pps0X{Eu;XX=QMvC?_^4wtwZtG63)QtpVlUmsm%2xehesu# z#jLjye{M2vI%Z^IeI^yN>N-}T;XS-EBYHspP&&4Xf3@SUOvUIk3%?BBr(n?iRhP2~ zsVMpT!nNkYR5bG7HB;=mi(kd!Mf~m4uHqTRW$#tfX3qs%nNW}=^v?eu{S*%-UN zS-9zF4(_|F(#%GI75pyO-E*)kr`UZk{XVuT9vf?w&%>&EHFTKF!)e<6Jg2$4XybSk6M8i`=8`m$K0ztnx@!S`H5GmY(El zxsNZOdazF1$;HU@)uxvjc_^@Z-?1md`8elswOcDQ7iW3D+>EHn!7TnQu01=laaNEN zw_Pb4`Mkp}2kgnl=YItg#xk<;;OyT4u}3)=xnnqO;Z!aP)X5tdgyo^8%HD+9)dje6 z#rA)nTXNBL&M~jGF9*3y%Eu4EeN3q%F9+-0$8D8yUp-dmqUNV}1nF0~IC#+HbgErG zy57tud4?CD)}r498)_k*+~~}2=~IN4WdyFI8x`UXE7^^bE(I7=Rbbb~DnMTO4Nt=^ z7NSk`W)EqpB9zxGS8aSyjN%DKv5Gzf{AR3FDHTb?lkVFs3sOiZ+Xj87M@Sg&bkVg( zjD#)TlH;rWh?rg6aRqvsHIZe0mt&lJ)zib=6=<{YTQn@S0^`o*@-zikVtiia z@ISsPJQTh2y85+hTo=-H&?~$Kr>_{Ozhl>;{B{?=vQM@6iEfaw)4mqxPFYac%C%U- zwN{@vRErwC=F;|lWK?yPxTw}e#?!}AjD_w}kb93U-Jq0$nc08s|GP{@zTYlO3J*bS&L_wihpagaRsk91LOOao9E3L z$a6WAB+6jmS6cCfB|au@qYQq`2xFplS9GH7b0*R=E3~-xv+(XzzwEP27T!s}cx*wB zg=H!I{XV)ZOrp(3+zw-*L-76`wRc%~EOV)^zk!93KU@=hgxIK8pywds#K!0isX7_~ zY|J`7*E!U|##X5TAGZr^T+Ma9X1^F4N6e$jmDaJ*$8GiSuJvr}v+xZ(uFb|j70U-~ zQrT#*QczL#GaG{r_we{`t;0sAhO_DC>u`!IWc>0N8?O}PZK%&+W3wS;X~c_-Ke{%w zMebvx*@2tO1N+&S-`hTY{s0?Yg~C0Ver%LbcQAVPF#83>JwaStYRhc zyg19kFN}<)Sz{J%IT+o#UW0`_g>?@)#+hh%QLHd{l8KLk#?#kMGcjk|fsCjbCVH{& z1XT&JFypXmO}#7&otgR-Rv%~%RVu1=f;E!+6oNRj}Jce?g1UC&NSh@*>tRH ze&)v=N5`A@7WEzP&@t~-t+`+l9i>x0joX#d(e{yYcW4G3Wfzps7d)n+LP(g&yAw3z zl{{2^W*ZIf$!dzLEmQG(|8;@j0V={Kfy9gtRJ>-q&97uV4OMDm>i^78al-6rW#cFn zJAcXRNtaXb(1#Uog!ni(I1ejWWZYY8YhF=B#@CYK*FO}K@v%Wn$G$c)-YNR!71=|^ zyXBkS=ERec%zq?AlSW2yse(Pu(=})#x%Wspxf-i?*ik<3tj0=%t$N#ht1v46;qrw| zRk$&Dr^ZZLC7zK8PD*O8L=|_}?+V8%@q3ZgPPkr)-SWca>ntnLy?(Li@7Z!3HKrZ% z3@$^_7j7A8y(O6W#Lj>3R}y+#{Mh)NGdE6H8~%AiBB6@4H4-0_P;L(^ikn74)0?O4 zVxN)Fv1yy@G?Rp#mMiWoq!Mr)KRKGTvlve#h*|kn72%Nur{&(|LVVY=+a=<2A^M*t z9DS`=g#L;G6Jnx8xQ4V=L&L5Jwb$>s`opgX_2%D1$*1IF&7t-n8=L$1dbR1;(3%`n zoHsHqe~`twR|@vqX=b7G%v%>zSPcP9Q3Uc1l6HxrYbxJ%ENXQBj?+r}X= z69@gA(*FqE!@@J29a5P|n48q+YOR!nBbH~zayBMlmQwFqQpX+S3ULwD?TyDD_RshK z5lTR{#qTw%^%C&&nY+A%s|nci66baACt!lzB`coKQE0e9=WdQk7;-hp%q<)Z!JgPF zj)AH{cyYtw`mf%;sClF}YC~ucZox-_o3w&aT3?c1Ksy{?-!XXI8ybOgEhbq@w<9o1 z_u%hAM=vDHIWY0{1 zMsNSV^|$0zlsp@$j+R$Z=U8jn&Q~Wu;a6m-=h!u1TM0=U=Xt}3_zov$z5r-cA0C7ulbg1u#K!l;dgTe=Ny$mZtY0WJ+>;&W#|sHC|vVj zsg?}ACUzFYl_@~(Hg}shNrjhfDd}@BQ-C45BYeCe1=>=ICN(Q3)X)@_$;k zR_uz0gF0?Qa)b9^Do9%1xjh?LCK|j(jrZZt1N()F-dxz9Ijt|qoezrnmf;Q~c`$MP zk<7Z6dGNBU$UO5}E`$n+@2U~Vg{kDmzs$<}aOuhJpf}6;pn9q>ce6t=96aJXX1bdI zY5Z1)8jccy9N@F==YAptKi;^%K!FH@^4Vff%Lt&BoHzTbm;jwUyMM;k7DL#+RK8BN zVvy9SdotNd1p4ylvWemn(A=pjwx_TJh61jr#pjiP_64<@=I2VlPFAoa`6CII5|t#y z1Bf8L@mpt*4-xE^OoffY2yjg1y%MBJlZx( z9ENgGW85Nc{$37!>GxJKtII%ZjbAwNeHlc*@z+uGbG|+f~D!Scz9Q#?>Ht znJ;3OW;K}b$k1h{s^CSHSs_!r7R-3>T9cf}u-@odfN(Gw4Ab{s9DYp(gYJWTUdj|0 zx=nlcZj=mrY>L{4kPKO}OKxWMWH39cc}A2$hEv?**M}`A5LH#?^L{rKK6}QwY8q2v zq$AHzx18h0if8x}+o4Gx!*&3KGyAdMD>Hw)9D&ij;2UJo7YN5z!1=IC(9>dN4tH3Rxrb?CW> zF@Q`P@(Q1(L-(qao%~aDxb(TBTJtF#%KLBR|8b#%#J2;qGe_wFQ|!;TOc)?TE%kSN z#ej#_-Q@Ba20T%!QWF$og7^4?dmSQ7;9Kwu*vIj;P4|*tcf~QFP~>8}xC;aHkCLTs zEz{xZAAZNUcFuodAAJl>nXvM_h}V)Q6Fywk7idgk0;yuNe{mv{VL-z}xfcfC=x}8(Mdns1C*L8> z9wl!ETx%cDP(RFs$$#EM%7>V+O4NP(oDCA0nWJ#y^H&vGa&lkQ8DEz2E;Z! zA8<8SpLm z)j8s01}seN_$WZ&^hIn@&0UKD=5ims5BJeQBu&bkdRB@^Xoe7#h`khKs zm|!J%*K_s=6KajjZ!PjO;nHMM`S=PJSo|ockzBzB{f&#(8a8Y=(JyJ?Hkbo_V)ZXJsK?El9H+5C_tlZi?OOG4HF@{UveCIk5q~*81QFLa_i{Tl!&HXh-}%$c5VPs>gBHJL zuv+(OOVHJ35UuWCyUnv1`h>P|*Df|eAGb=VOLr4=#&^x$scM3pzLPDt-ZX>c*dO!D zDF_QcO&d*;5&o21cz!4eVIZZCB%g?|E$Lo^kQ73rnjn4dc{BVyu~MY{Y%};!#o2$` zn}C{^pQKgX1V@PV)s{D#A=8p%jKWPLrhvJFUb4}1*3k6 zrW+Tb9-7qNhRI&62flr0x2WsZL!jl2tINH0uwv(@h5i$DAP{JC|4{%NhWx7H*xy)C z>~Z}487CHGMtSz%JIIC*rS2yu+t|Rq&tqS8lMNO{ZLPA=Z0NT98nIo6!>^DN#zssQ ze7$b`$i;#Mu31UJdRk0yjW9A(?`Oa?z1Z5|Jp;U7m`FdQFu~H=E3ToRGw-|i#6|}) z;Ud=wua{w*x$RZ5|Jxr1eB7RMGtG_xIr14qy?Q#>ni_nG)1pHhm7sqpj0UOec;jyH z(twaYYHYtm12)roO52kTLRYT8m_NX|f39aM8!XcxR?n{B%N81p{2P^Gm$aXaO^Fy$D_9j+|%bA7t1Qa@K1Z7#ElBro|zli z(o+TxJo&g?DoY_!;MRdj)pBSyt7+(6EQibOKK>aUfD;PuwMlTZ@8u!eqb2YpMpMDTvIPF} z?C{T@Ai<6H`j5d~M35=nQT~iVfCMG!78i~lTqE;MIWD;nzWD~8?BALTtZMBAk4;(7 zt8iO7yfqIrLPHO`KP?1l!IDGacZwi#eU3g+x(L=^Y8m@dTgXu%7RMRc1+a>i+|%rn z3$v*~R=TIML5_0vqkBs_{0n*iJ!kVh*uWiiaM3;y_>O4B2rH+-+ShwOCq2&s_0LHk z^oO&+V~?dq!%P;q3doX4C7Ix6n;}ysnFg{|88QE+QX%$&|BgqG6CvosTH)EL80d}F zOK3C+1?FOL{s}@T^u!WA{2jXkZtG7`zmz0_bE1a=&zmGTH#vC|B?xtT9$ z#~Q`)8~8xlJ*5%VtsI{));8EP?F?KGgl~Oxtk(9pNPYT1<0^XGD&|@}8;bX77axOs z6t0Ni`P!!vk9_?$LKmEFVOyNcMbEnt7;Tb2PhPl=tqDe6K^7rsP5j$>=tBhNd#q7# z+Z2t~nNbaKy|=N~%HKEbb0P*@zWTEKLMl##HBH)FzK1H#Z}cNpr=yvJyk2`_Dn7p3 zP;p^h3R-NC3Uw4qK{b8qG%+LvZv>U!X$Vfib*V|zhM#xwzen8szcbR%s;QyI_HYJP zIZgV8&dclBVo=nUOj42=6oq^tJgERd~8K`zMPGKk|11GlVY5jYg ziBq8>10S5SQP4svy!pa?3}DZASO3YysgAvRZE5*P_*-MHe4-E+UcGUT*_Drf#_P{m zS>MM&rH!i6jrTESvdwhhRxb9`)43mS&BwzjiLZ`L<>L>oEi~=&LcEYjwDITo+eN7x zV)jss8!nNn=2j8Vm2cqTrgudc(8B9E^u7@FrOHnV3>TuX=$Z$HBZU~w+Y@^H z()(cXZ*9d$s$Le7+)Y5q79}ekRRXS$uM34t0+vND-#M*H#F}bFU*1k4D!2-_m^hJe z>Q~ChZ9XFM%*gQW(;{GeZik8;5OC=QSvFFafHEl?zitX3Adfn&E=`w+a}(U&dILmE zC_CtT$A^S}gdABVA|!mXI`Z358Uc3={VTa=LBK|J5|2_00Yw`&KedP>;KTaP8!=mm z7^58&xHFE3Q?*ZkCQHJ~%#{uUEE3i|?4HjxFG1lYhLMM*`|ijWYM(v-dTu@C1QXRrGp zqFuC%hD0fetQ3Cdulsu5_dA~Jy`JZNKKF^Af?!%!F+Tp-)MNLo7;8swAG(uO0uSGl zKBA%ojQdA$w`3B)TX{C$Zk7PU%f7F|HV_bP=QlMLT!PvMS>+2uOAzMMe?}{;1b?E3 zj~hpnAmEdDQRij?+!VMG{hb8#Gp?$-6H3uo`n2eRRT+-V-D0NDLxA2#{cfpc1egs^ zom!+$KvZh2j+`a|`y{LGZ~tCfNv_wM2fS}9JSH=LgoRfgF0y)L%)<*-R-hn;K%b8_RA{Y&BiYZ5y zx}&L#eFex$sT<^_Dsf>Xl^lAe63ROxb-AC*vG1tVvagrQF}zN1r-4u#Zc^`NFRFlD zdFJnlSCZ1uhiua5kZ{s>ri}E140lC2+Uf9nHN1Q~_JTlQ>ppdeCl^>)T61)i<|8jIshv~lC5&$+G8Qy(+2C(J!`c6j4cVSKuPk4%k<(m$ zTl+5?lIc~ln|5;$GxXtx29txMl|>$zrd)Kt>2V3};==pNYx62EE+%*S=XIHI@zl9H z(03abN;fK)+Cr^K8uU{kabc3ZT2XC?i>#;d0e$W~aH*$;XjMF%@~fNcU(G|yaf

Niqblp;K zKHkc_Y@E*H!(?5mcDDpD=eho=lehRV^1ncNWx>Y}dgOSIB_BCfdykG-@$pM(G*8Ti zk7MEYGN||X=+QEb6XEjlReCbTx{r_WP1BR18-S;>3ZcGV`3S!MvR`jM9}kZ{d6;g` zM`BB_iHjN^Mk&VR|L6o&H= z_wD40bpjr|o$cz^2k?+m-`V-tlLv|E!!}8#JdBSo;u|mLA-JNgq-Z4%qheh*+O2q4 zPhiX=o#0{D^T9Cnw_GGd9%UqL<>I$a==du&E*46!u3D+Vh4Gh-qMn*uYz-g3a9N9s zv;K`sCeL$GP!wpT`x4I@23#}_6k3mZaN!~Q=bA$&2MjOIsJquV zsGYa8rusSua~0^p+YWPZz((qxuQvzbzN7lmw>Y>i?{?};5eHMD7g*1Qb?7RX=seZS zfl4q{wsVSu@2A|a`v~j$=IVrUUK<-htViO@U$MdH)Enniv9al(%U(4i8!J?eCc88TKw2pLp7@geuVvV1X*?S(?aRi+yps8=lGvEEju0{Dv(a~Rv`I&o zjcYFY6t`p+@Vl+oVl@jJzdjI2)n#Gpz9a7}7PGMSLf>%oSr!Ha-Mgm!S)gmqtxF4J z!Kp--Ri4X2smEFKj)yE<8YqnC7P8Q)@MlmXp9#mu$7O6s7%&K9XQpW~K_k60lzPNK zv~=+!mnRGyYG!P{_Ll*djNT1Jx=hGPB>imHXM%Tp-vy<$OdL}#-+b1HiB~#f35a80 z_VI#Zs{uN`D{@`suh$DkI&Jro&co4>R)s4JCqwe;#e6!R?urs>?DO=58P0_o&lw z{-a~FK#GQ5s*)~uISnG~F8f1xpT2qRtZ+Au2HTzQCzPI35!XSA{=1zD@gjviaq3jq zSChPQK*GOlo4ir88RSk=%xXN9*!CRjS z&lb^?<4RQYh&)V?Usi{kVZZs$hbSoFTwNd3NC97FQa|?u1zOCf3*I(UAT}-5XqiQU zoK-{ffqfL*)KHTzrBWbeF*CpNF9q@26s~9M*I~ysi}1ZKC=jvjy%+kO41v~5%8o=b z-pHig+2}+@H^)N7Z5J6su}f*6%*hzLXny96G#Mr>@rV3Rld(}o`^tDW84EUZBc*9% z40Mv46rPeH$K0xQL6Ho~?O2VZ{Un5njc=7xB%!_6;9A1pT6ids*4}?wi(LtWhU&^B zY|PJpL%2)AkF9@pk0g?yYc4MlQcps-<(O&sd@?4-?p=OfO~U7G9VwNrwV0L6^}Tqa z1}9VMUs`q%v7@4g5&MCNF-51S{6#frocCZ&OlS?-Vs$;^%WDw!swL7es}@IAypeCo zt%ctht3oEY7Or25SE!p4ky`IVXGB&*NB_FhqM<5$T9){xt3jyBUnTpRtB`qXgQ?-) zDm+^iBO@|fg(F9^7d@U+ja=q}Xa~P)?0!9czxGizRK$({=)bRm^pZA4o>wK@GA_5T zdR74=afp+^`@2$w~fp3R?=K^TR|Cg3ktarL1ieAVjoGjD?<-cbj4U%8BCVM z&IZ|(W6#!@&Vu%GeDz<@sT^7kBK7#$2P0kyK8L_0iNk;FE@q~;C0FAgS>1h_z5q)C4?OK+S1k3zMp`~=X7?qb176f z)sUii^!lpfI;2lqy$@k^9R(?2RcxT-A$EpKFEKazx6hf4C50--0^!j2EJt zm)DW^pb+;zK6qDlv&N ziGL>l^m6jh;Oc!_G%yz_HY#GL<#J)px&KErIv0HhJ*NVhd7xA~N}OJikLL*?BI1ep zLjFtJX_#Js`-4`M$DSWI;Q9 zuV~}iOk7_t$O)fHhx(o+W`buKXkQ_qrj=wuYEi4JOhqQr2m^)D#7yiu;ClA#o@_Xh zPfm9H&VhsTlSR)B@?aO%`ET9bEQn0_7glR$VCAwX_CL3DSi6*|dmKoIv4p;~%ZfC7 z{ZHqP!ukw6wm%uKJUP^C*$Sqn8TYt+`~fqp)<<~iQs%OeQg+h56?CHHAz42;dMRj zctJ)oyyD|`6ue78JO7~li?}rCDfgHK>19B-aq3HSUkY;4tS=vvNCMsbk=xCXB$zQQ zQiEiY;9Qos(PB{&Oq%YP@m-U_l{3zLHl2cqvY?u&|4X|e8@z3Q_s*u~;E3({!0p2sc-z2v9k3(~ z5xqMkmCvWZ_s`w?{yS4~$YSsmZ%-;}s)zagQ)w8e|H+>7A{`UE+@rV3W@3wBo@udD z7RWw_dGm*};nKV5LSJ$&qPKiJ*`$$)6|1XQ@0O(F@`8`W#4G8ji7wCEr6G);)|355 z(;?Z?W|w*@3q{o?Tf?n|??=R*%MZ)JqS|GnjF>zeeRBS%yKDjGyqlZ~QOiU7sqX{Q zj@gLMZMCNMW?@a&)x^shIoL`&(r2ligW#<#%9O@jP|wEx+@6{TUz_6bb+HA=JN?hs z|62jt?#nyyt`uT=T485Id?9}17<3zT=40|9DL|tl54X;|JAJ4+4<(`(n^;l#xR6}Q zU8y6yf7Dg;$zugr9=&fMsV><%UW5^|i4ps;V!)pky1=^#ZJLf7 zC0YuRu}O@f+**j9J}cGb4-3)$VCdoM^ddOX(#9%`iV-6f<#+U7F+A8`24+)A;Q3EX zJ^e5NbC2wh6H6xGj&noW8<7&!Hv4DzJS#>~Xv_C9(-OQiu4+unE~2(`&)sv zv)7Uy9<6{`ovdJvcLnyfwcqD!R${cecYmd7CD0N{U&bk&gYPGn0=8eJLRw8snemkA@CBibe$!vEj5m7Yp%Src% z$dsF(7P6uS&+NQ!cJ$T=eXg6s9Q#^$u02RBnnOa5c<_!29}?tZZ|mM^AR#||y-}hR z8DGNmYb1A)Fk|8zdZnut&B1!=F7IohWGPzncOD7U8^^d;oJk0XiC){3LBi#>@uI*< zA;;Ln>sYQPWBZGeg2X&BY~08J@&RN#ilOq#Wyv_XCn1bFPD17>+uyraka4I=JyAV_ z41$Bi5Q^3@`V^oK+3@}eH>)^t?9n-p~4&{s5j-QyM z;NfmMGi5=YuwO{F#hP`{Q{nWE`_zGFVx8$HO2ta?>*~|{sW?BnB*%q9#jsA-k7yys zw(ge7kL1xXou}nIW=w+^QFgnjG7WXqu`s*EG-$jN8Oqv6L$LF)OM{naa9Co=YN)5- z=cl*b(kgT;o0`#BA4o^X>4BckZXrK^FuMNn2m?ih~O zbR7L&oEBwas6u0$YQVyt%M)jMh3jUzk8dbNGjT}u#NTkCewlM;e8n3k3T1t=gM_N@ z?sU9fjD>Q?AD`QUSXfsT)mzlc!r!#iXMfGucvai5u!zM5(RCoeUFeqri5-&zR2JHE z{yW)%n4=YUXqB>JQu2e;=s zT#*#|%jv(eD+D|a3~AipV&T5KyZ>l;9~&WW?-n-eaIi>H%P+}V=pT18`h21}c>Zm+ z^&d8K_ee6B^EJeVu1K#9oBhwV6^!W?N=<&@nOe*O7%eM%oe7PlmNQhUdf-Z5x`&N zcOSD6=-JP3x*7z8xYtZ)lYom#RIxo|V5{u%xi9``Byip}O@8d8%80Jh5A=>u3Vp ziTq~~ED%7nLHkk@T>xXnGO@u|0$i?$y#IPYfSrz0K0Wj6;rQtCjqcU;xE8B?_r|(< z9DNh9!Ofu_@f$_YC9?(49yv!nmm`3$2l+-gS%8OYqw8FR`KNhmSgGd;|7Yd@P^(UW z%^|_o>Ma5gqrMd=3iI&aN^W`6FTm$cujz4#df^;@{nk#Hk6ig?S=$H!BzG&70sY#+wP|L(PPsnzgts9~|1-+exkcImi0>EL6|+AHFlQ~}ip|ITw%KG@2Sbv1j1buPAH zqQQ@c2P3UJEcAJZ4HWO%FV4d`kIvll4m>Ovxn6CtlLyNMH)UO{c^HlH$>b^XPGpv6-ED6mxCT%`4!g5gCrIbFpR{P=QsYF4}sls{2^ z4R@;$;c4-*QA<7hJCQ4 zok|WFr{g{cyrhw#MnC*7kwM0geeMPe78x~PrTk(C$Z$}&zVM?M1qlVc5BDA-!y>UO zzo(xB(Wh4vcf24$ZO`Zo<0T1)K8m}K7LzbKH2G&QfrQo}vE2hdg>#-(zRyjP3|%dM zH*6q-9dP>|`vM73=5&`BRTAcVxqC>ek&xrmp{f#Di(_v$rVZ58;@dBS{nnIPJe887 zXD%n<%B_q!8P+67%VuxPb0=ZJH>E@LwY7LP-staTQv=EF^Uc3&h_D${*U^n7!r*ed z++tTEB)t!)NHB@mD@xj5$|iyp_AEkEqXx~nD~@?wu7P%i*AdtL8Z0l9nb1lmBF?~M zX?T7$NW+&4L~N_U^w%c5EUw1(!i|nY^3^DvHJ0{!R}I(L7itd{5b@f0%|WXmBHFKq zXGZ>419rL?Uvjzz8COH9YTps@bNt{uyCp=-7;3zp?XSjNV!BZ#vl=OSy$3VCR|`3| z?a&J{5j;jT*JW!BT-F|+zFAR&;T`H83jVb)BZoelRwg0t#zprM;kk`GY+bD_UyHpb zY|B<%s)3us>UnXL8k7uG*mc*{2=BqgF*K!G{BXMR);gjV<|o(}_NtTcO?lRv9wR(I z&KYl73kl1jnuw*kLVjy;Xmlzfqdq5X>e)l#xnB7f-{3+*>7g&I2d7EU%-Gs{_Y4VP z?WE?5S4kKitPy4Pk)Rhpm6EiL423^e0#y^qF#p1s7x*@mjD22BF5^jL^!jdSldU4-(+fpi&IlQUwGEzWCn*SgJiXI}M8Q*~ zg{)ekEwRUMkK^qNygrBtG12k;k zD`U_iOGCub%sD-~g#COb>-B6g4NV~t@0&i-@WXIv^#Vsa=F98Ee$Aqz{+H{fb)pQY zYh4QqPG%tZlU)8XA&(twwm0tkzy!hTV0*?qCKRJ0xAP_#*nPOvC}JNI{U6ebLUNce zwI7~e+R6ke=j8luO%{v^cIW3XS;+U%y(6Q=Ms?5r(S9l$-_$ZMc{vC5AxQm0` zFWPt1`Ey|R{@jR7V9aY+dkL!BAr}w_$K|5B_b<+zTDibcv&l}^R$UDZxz);91 zJ_I#x5+7VK^PBq8fEjJ2o)S^W5yeIygZ=@VzyBKFx?6zGAs^9e5&{UmyszK#6li9> zo3NM=^2>mumZwk?56Ik%mlGhGK~03A0PzyUq?ug;7&h!Hm^msyQ?aJTncD)qw^viS zQ!PM+YvUiUg903UtiSw|i2(2JXlEPg3a~oHM|?uaJ;V0);`5XQh|qsi?lwmN=Iv`s zS{4eRaxM7w23Y|T%^MHO$qS&q{>PhYH39s})hgag3(!+t#xdIs=v7#W-KyndmuN{- z=Pf=ux;`tnE#~8rdbvjbFb_c5bGb z1o2=|!j|-!&qKx6EeEzq^We60Lad}n$fY!&?BSp*@evxoZj|21X0n{N=4!C39u6H+cApL6Jv8lUk{MBBhCfCiv%cq`& zM>euh(N#|Eea1v!TgWEW!%Q3>4p&#%#zaAT;x>DGCe#&r&I^LsewC9xUU+YG(d$;<~g&|<}~~h86n2~75c3Ff(xpzsqhm!O_Ru^A}am(evLd~ zf6w}qo_tEdgVJx`cLY?))}M3SsoizG{A-`ANj!x)3vjNKU| zib}RbNk03YR22ERFM9Y8%C+7!mLZyTzNVb{2hyt0Q}!QAp{1;~`EXk)7%E~)?B+@#HvaSrKgkkEsTR{eBU}vp(&9_3ZN*zuVV0kH`}tR3qj0A_ozg zC+sfXy;lfu*HtrLg8-x%H8Gn$JZ$1E(y~8|2bQ_4o`EkOv=x(_H+{nc9(O#o`ae9> ztO?!jH73BzXi5ROngG1nsQaRHAy8CLA9!raJ}>3T zzhy|SFmO;8^uo?=76%>b-&*Zo6u?yrveBiM0%&$r*x2EWhm{YP5A|*%z;sD!#=YY> z2u)j2DowrxcKyDw8_y((_&oIq`Uok`75+~B2NniZ>KF(xV2};Yq&7TBPMcoBe z3rP?hQuJdgG70`mi~qZ^H5p7Vgga@+CPVX2<(y!rRQUI)HDo3(0pjVkUh(^*Kf%W5;FXQ)qLhg2XdF!2doj37ORlnsugn_pG+pQvsP;xy-djjV&pkr3Nq^g> z!$J|qt@>9v_n)Auzv7A8?Vcc&pRsF|)}g5C>D>&aSAnQX8^u4a@JBAUN%xm1J}C5j z(yo7a4*W%~2+qsFyfI@-WFpMI!zannpROU~~GXu-7^0O5}7fwK)fI z+C6+Jtd@I?bB~089 z#vs|b%KxnPU{G4`5?$#LZ?S!%~K);YL21mD<~}p^rtPI%%G(ZCF$oT+BVegF}mACdu+Iu}D4k zorcwEEUGEG(Ym~XK~@rz&Ls>Cl9RGH=JF{YS>-pr4K&L~=H8m>pO{$0(IM&aL<5IT z?F~sYSHq$5cTKC(r*KHzy4G#wBn~O*|8-d|!J=8&*v)5T*l~$V%>#KDB+=c~{;@P4 z-4s$wLLoIou95Imp4=3YTM%jl4}XeeaFuA>I1I zj=lg4I-~fFyf&4On4Doj?vDAWmAAz0&rlxP&3Vc1ltnHY`17WbS3euk%bWCH*JUER zv(8z5Dj6t1O!R}EdKR(^Jrl2}lY>f3rY>u0=Ai5E(wshNrv6j!| zvQa;2YFA-yCUUtVVdl9n6Cv?Yo=b7*=pZeVUu1g*B87(7@up-W|4nl^`kq|$tv=Ib zFrFR1G+E=s^E}i{d>V;e%R~E3Kc6(R&qK1SPr9cya?$ARt9DL8dC2m&w6R`K4ze>e zi?hJxBZk*s#-o0?v(1L*4T&;8J_7l*B&)NsyN)XWQ zQL4OE2?2@Z@I5ebARzUf8fCxPeo-<%F-J5B2=m{$%U$pB$kpK4)iMbp>bNniu)d#! z_L==f+t)~F$I-X(-IgUN{0Qphi6x`wL%k{gT*ye|qRVEbZ)EgQ{EV7!}b@Eu9Y1 zp(6kM;i{IsRAlpvclWM#3gU1q^B;UoL7dzMH$Oh6pbTF3bxl4B8c=_kdhkp++FXC< zT15~A1%12Gu(XSczN+uy$y27HXZKG(qO)zwjm%4qd{jhwp0&JyrJ(cEp8G!YQ_$TK zr%LWk<>+tKK`+znQZ&Gc(LdHoMn8U*|8vVzoF$>vKhu)YQN@Uh?w?D) zPeiRk@hZ8x#pryb=*w$ANa)VSi|%93N)Sip+Jegp3AIR0f8Jn_&`em{H2&d3Y zON}C;#Nn8^Lcb!kN)gFA3H`{B98ctL>4s!b#5y0$TJE;p*pflvu^H) z!wVy@IBbAIc^?i5D>y(W>9^`PH(!ttVv2_R3Wcl;^2%}jNbvdE!m*C`fzH>CVq9J~ zVbZLt=ZT#w7(77b8iV&iH)hAA>Yj(tF=Am-4vq?uoFEz`6@IA($tL3RjlSgzOOa+vn33$xK_#zN@8J8@xJGjqdBm; za_r3Oq6{eeD!oVPaVBIJUroM#G8_CqFWT4oY3j%^_|VjRm#$KU-%^vGBNljKiZ2 z3uD<0gk-e>=p^IgNV<67GP*t9^PK=b@5t3FiG_gsV!FosPz16`mUXIag&x4~eyWcLM!=ZTT^b%J5pM(o#Rw2tNK7BR!RCPn_K_)fiXiENpWY;n z2!%=61+~OtSbCzmkEBZihqL-31iVh}#aD*ow9g6fw(Dz*kC@M7u4JCg%sIA|wo+aW>*e}Ak0TJ%XU`S5pM zEvXoctJk7Mz7<2|LN4#GOC%tBO{ZouNno79lun5*fqnkJ3g9pqR7_NNd#;j!{7HpL zODlzvdBHC-&SkKpd*{INF)|FqS$?WhC;{^!cQW0+1k_9ei`>&ofYX}pyoHktCvP#I za&wo$HWkqdbzCXDU+5q4_AG<`c+VU??{c{Iglpbif&%H{fyo!nmP7d$6HT2@rLcIx zx#VPFDVVC}wFC{6!kMK9L1x8eaI|n&$<+CBm=hPrG?U6fBxH-xh!zEy`+KK^aTJIV zW(w@$p~6y|3t=6ga1z0gtay!LMveJg0yPZUWxw^*l6CPo%bF+^0e8P4(?-S~PHs*rJd|paS!O zhN-g+6*f8_=xn-91=-op;=?{vAiaJ6^7;T3?D}{W?PO^X++2L|ay<>sOoypWEYRSU z!tD8_XLQK8dBWwqHXVL(ww(9%r2*|laJYdk4SsoP7hTe$fkCPLp2Q_jZ1JxV8t^QPyyOg}!LbhU=lh?~ z;AZxBH{~!IXjgxZwaKA@`w9p>eouq&tb^e%Hql{LaZ>w|Gaa7Sd`;=yLWhL)wB??w zG~gQEDmSD<17(xql&|bOD&*bnl>DSZShRFDI>*NAB#F(7qrril<}=Mi8t@6v`h8xe zLFnVe^G&yCaQWT~OZ_z}nCD-clN+T%A$gpOtAh$2r(>tg#;Jfee8!Q z5e)>x>;5JP&|s^|Z!51=D!6u=XGZ*?!rLuxYTpX6-|MI{QPqH5Z>{2`s302b-*xC= z?Tusn)g-$P2qGi=;_>VXEll5|iEQ7tO7 zrh)aLAm*lDROph`SV?|Kh0DQ#n{3Hcuyw>eqrYO`ABC~>6{LY{`Nd_?02&+*-~9Ay z3%hUColMP+(4kQ>YGW>ro%dG-mh?9o_+;Jwnd(RbLq48U?oKo?-g%cx^9~Jw+wsSK zcHe}^+LrNm(7=ZItGWF+9pd^&j;N&4VdqwH#b?8Gn51mq@1x5AK~*m8n|ciR@57mQ zogsACtFNfKRg4a{#+e7ViPNF2$1i-VI=ioY{$&k3rNf)Wdy)hu9n!+HosMi`z}j_Z z|0hNa_FN9$YDQ%MzY{SM_a6fyY?@894l*EAv*ET9o(?Z|wKH$U(!u?`>6G^iIw-*T zZBgueLhTP7z1c{I>48fBnH>!H){k%2w_<=+1#e&Ta|X0U?taFd!-o zD|hEB126+>Me0W?VEkE_?x8yj;Qkx+WlEF*suKanR>T-^`a!V_HygKV?BC|=t_W_6^<~6~NfD>xSB;3aH5-Y->+t-$U2X+KpvE_=;#tl?MarQ2SV`Cj;7R z=&yUc7%)T$noMQm4wjl0#eQVK_%^Y{WQz*0wBx%gm{$SYkGwZ-=3s)>{P5M`&I*`b zca|>LSpl7a4q?Z?Fu>IH;m?3y3`kjyw~XPdfH%b?y@%En&{n8==uT|~oFP!|OP^xG zN`#~I?^Gs~P6Ra5Wh+4<;&85sP9^jvDjGVZFhOULnXf#L6-E#6CKzpNV~h!Gg!MC?yW|yV|uE=U7y18b*+KXvO80a z?`z<}UUyG!hgvwrQMfyPdo66waugF})W9vVEtTGiwXlV_4Lk2s3&EZIO5ba1!Qq;~ z%wyp?An^@Yw0YOT#;_f?_U?LMO{6M3EUyQ}W7i%y*ET@NGac9cgY{q-amm9Wy&nEh z1GoQDZh()=8coOS8o+g^NGclF03xPry8gETypKKlC=d$ZaX;=Zc>&<4v2=<4aTeGV z{4*FyVZn)G57cz3S)d<2c;wzA7N{y+T~G37!4|^J^4feBn3t<>PO4+UoA+U#!$(5E`bv8n;K+wj_<|fGLi8%P^Y!eil1;hx2G(o}cgZYZdO+e+6HQ#r) z39ig32@6^_!GwZn=n=N%>uS8(;N1k?4o7(H*?tqJ`c(+TCJ4L{HC5Er1bJFAr?r-v z;GXeSxm&NBph{`&lOv`H#_}Q^YM(Sg$Gxd*6Mjt~mU3lA!o3OZM{D^Q1vEj%%FQq7 z;Y~2!awa?fSrhm#TPnX9UL4SRm zNUCpyVZya1?xaS*#a;Vz~CG2g4V)HSdq2DZ!tM%=e>1P4A!DPC`01J{DLOt6SSuiRvKSx?)!BWAr zc@j?}Oz!E%e3x&8rd=PqoO@Y7A1I_yp=-kUY!+lT`Z2y@&-Jfk#6Z_psoI{+~0rV=Qp1;Pd%;f(2SLM^#cB0Va*U z+uo{cfEJpC{&H9Y^u-x$GZkxqAq6Zc|4%)Lb$f;%?XQQ+HoWf-uhzqjVU7*W#(J=^ z)sdHYTMzkvEt4|S>OoIt$VdTS4}L4z+gb|hU{H_SBy_D73OJ9-c4ySWMME=v%S*Lj z$IvO?b*>iHCMT#uKWd=HV`cu`(ONJ%aVlYr{U1H#Nxxd#RRcTXy>Gj<)`0DvW$t$u zY9Oz>F-NGi8dhZ{zeOLdhT>bQayvd%!TXP24<3J01vT9F3afBcz;AF^E8C$8$YM`C zc+INd@Tne-)T>pHsOvHD%c{i^l|AS%UVpjzwl^KN z;9trAx0?>Hd_L*xh|u70o#N#VHa|Fa%W7LQjtWAX0vaz`Q^8m_!pty^3Q|pRVXR^* zyjbYQ>}_H5h_G)>ox5qkZ)28eZpY>|Bj)_>8B{11i4WMELjeh&uB%tVDPR{A;Ay5o zfh_ZD=bR)dK#CEP`1ODSv0u-}DaTMiq2hwdqfZp52|7NgI!FO)N8ep5d~9Cv)ct6& zKLwIMUA&U^q8#+I6F&wXE`#0Yl>a?TDuXFUgp)p22H}ah-V!Iu;MEkT6?$I=BA5(Z z7FRhujom)Hj4KEC#(U$_2Pxp+?91cpQx0`IX79{pGL;(*mX7oRH0B5L^nc&SsZ;kC(!i`5|wfsxol&TjgGxD}$it9|%*2%0a?Q zzGsF>2G`<>!l{W8*d3DOd1Sf-C~4w%e^i#hkjGBR^!XAHFezueeL;rvx5m$Dyd;Bf zVqf|MTfa0q(-)Uj%D^%zdi0=L8Pr|Mdz<^W1ayt(#|BbLV5MSb>G@R>Y>7`*f8FFp zg2-V%9c(`dqGcO8inU2l+{PvQ&6@;rCpFA2J|uzofD@7KK6wKDE9;r($ zua()lwKha<4qF88L&ale`H0|QV~pNCBEoLos5^&S380|={n_w$JWO7&7!WhZgOz!w zrqmTYxMZEPCQ9Prr#p-H)jA%&D?Jk4R6qd!uBJ%51_1&a-2UqjDuhVQ19|$yezirbal}rNgOs(i8`_UlVipj$y%AK{MrcGY)9w9X1)t1+e4f z{55hx0h~>WQIIjjgGX$Tx6L9Rx^50%VgA6wM#{Gyy=E+g)!a82I*$SC=Auh?_%IN~ zwXyK$cP`Y(TA%x}mJ6dgc@+l67;v?VjhD`0$Ki_;den;r_@`7@7mR~bkMrkv5({8a zjA`!irT|{mb2*%r#XvV#Y%IYb7q&g`IQ_yi2Xs7mjLAo`q2IdsCFx}rSSSRpGb!0X zv8$O@0L{r|odj|+ zT>Ylld@n8u9y6Pg-LECV)9?GP7$zqHX1qQ^NHzuXvcg9@1CjyrxEV9SlL`Yjeq{Bu zr$EwX%dmy*32?M?X~@|(0$$Zb53a0)!-`7q--4(x*b;-k_^K-mdg{ij-}OHO3V*75 z-h3ojF+G{0)6ao2=GYC=F%VAqwdN!l1Z`G#2I4}TfIsf6ioSyba1^Ymt8gLk;Pd(} zAz%tF=arUcuQ`L_haqJNXHQ5;KN}me><^6C*RM4v1Htxh4>qiFc@1wlj)&kOqgLnC~4E`dl1Kpv@_ZfR~0k+9$LAWO&} z@&6N}A1De!#C21N!)bm9vk#9?_3=e3j~lvuth|wWOX0z9a^8q_otS$4>P^&^syZfG z=YxW0CgT_zp(rD@{=OIM846E*>~@?Ofo8Rrtu}>4BgNMBsmewm1b zPV5{^peCU{sj*A;GD*nw12BqIKD^{veT325=pZ$iUR zJaYR))mQC_MTTF${3bOeqmCr8&FzZm$n^J5kzlb5#LWY1r1(rk2_2DH3d=;S39Plg zUnbHzrF{9GTPEV47~vhfzJY(z0$ z)%(fJMH#KR@;cN!biyQzM?fJT%?lLsuOG@sx@J#p>csL<^`GHbA>n*<*tRV{>zC>@95bo6x5`5l+hU?tZyxdrydihm z3yX{l`E+n9I5gSs$~|`ihghFn=Jt5v(B($g2ewN%WFMbV{Z}4`q^$>39S-Br-t1Xw z*)1%ZY+aQJ5Wymn<=*v?R5mUypOy?!9C{%wL9m)EKt>PN#WxP)k^5ZJ=sRaTs@7|p zKu&nXIuUfmNCJ;uJrT*b+(|%z ze7mx8+wiDr=X1Bde+9^Glkn-LQw8YFm+$%Ee+tk$!pGYh?F1D4PB%v0q!959p54!B zREQXYndE-MLPU?B;mqPHL_@tl7mG9r=<;BbN6k+>(tZ#wQ>}nUZiXfQs_+HKFZlMt z@E{HyI&}E*bO?~vk{<{gmBB1becUhK)H5bmf*+vQ9O>FpDgHyxo6YLtWp+c1Uj|Ld=A;iizG z71V)ZP6{cz>zQ5`pG8{v89i)EnM87ODzC#di%1@S!kQag#5hoGA5|h)MowOe$6?Lq<5147JYNcwdrZok7_w&*D3}=uf#{L%`judjC+fezLsa$fMxz*t8LvF{AF+B=p=B34*hy@`$|Q$Nkld$+|AzuL9^aVwL^ z-(N5O>a``20ZoC&tUif^t=rGbK|XzGvsgLPxwx~j|*J(BU3--V*V%TMW_i; z8$4cIB`n%%|CzX-CoEAF8|b`JBree2Qgo9ULJnoU=i2Iqq}HXRL%aRaa?D_7{=0B+ z_gHe49Q4I}mz(mZX;-||NdSM*XNtw?SQu9)JXX6Ohg}~8o_TV| zL(4CxI)RaZ&Lsi1^t@!mdSBvBWle+f{{oYR07!W}z=KYk_o+@4{#MNfG zXX(d^Q1)i$vtMhA(XzARu>R{}*bnooZSg3pEgXOWIO04f3tAFcW3G29~WgE{* zPs`x%>lQmSVoS0S#I!8r3Bf8GJfeIzByDF`G?=P~aA@z7ljRFS^ zJ&FEWo>!?DSUc|!bd3t3(=nR2u2a!)&A*>gM8&Za^A5%B%)F=ZetS_G{G|GBnw+5F zg5^R`c|HwI!o`` z4qlxWm+Nabo)(qP@L$(guB1KsAw{bE%*#)NA+Cj)43Fwgo(o2G)* z(IvO-3l;2wIVnSfR8+9dIMR305LeWn;%h*I?4_04ma}L$YaKGUawQ!ZU5k5pbm`zX zni084r=znxq26(7}z4@H71VywP;HRB%7q`-=vvz?Tiv%=2?IQW_fX(-4&J z?%w=>2Ft5YW@fk0v3STeIo68~v#3Y=)H~^T63n)sCRzm+V>ct(2p!|4zxNf}&|#mX z`A_yR9V^5BTe^6Wjzh5~k#4DU^uG)UHF-dXl9ks0@BS(r?vhD&j;%sd#9vXXZ&kQ= z?63A!9mBi2JYT6-fqj1NhKyAe?AyOAzKE;BH;V8s9(@Mx z{%m~rq`gY@swVB-TP2A zmUq7{l=Q8}O7{$(XH3qH{Pfc+uSW0Dw~~c#sv$bzentOW4LZJYPyNfNffHA9E8m|Q z{0v<^6?(S@7Ku{Z4Ge3rU20tVG?U-n=~SCC<3DP$3eNS`AT75~pDw zT(RFbnZ8=|wQ|0ncdmmh`s?>@szcb&duQMDT3qwl@pWfUEi}%!oNVc?#T~QF)}PPR z;k3Q2>d~$`Y|pT&+9z8N=iuS3H*D)MbY|E^@MS&vdCgT#TI;c|^hCkj;d=Dx&Tzh5 zRS)}LzqM+t>k*yc^6IfiJyNP2PXG8=4>ftCt)VInxXEAOeyO(s)8)2KTSXeNcckHb zgnuLQqx#(wel#Fqn&Xv!cLR>adK8=%YDCaCk1Q>%M#xN8udUN)MCq>G-26`((a0_o zDXG+iYmJXqbOts-_wtRi17Dj^qAWVG@kJAgUc5ce9^V8%YH;w=m?k9KkrVoTO;`v& zu>JVkCK%R9zS(5ejIAd3_b#t%!E>kYdljQvFt}`cJMnc3wx)X!eq*4;Do9r}y9LX3 zjyXD&Eg-b%iQ2y{SkTUqk6Z@~8T0VXhX5ao>YS4%0kw*!)yrF3LCsd2{iV?g*?rr~ zV&hw3{rA^$?3Y$N6>VY(9cYEYIj3nIS}R0OHwakPx8hs79eZqVD+G-Eowkj(B34`8 z)JL!l2HzBxbk4Tn{JUcL5}!6`>%UUp-q40-Tcc3t#Wpx+?G)Hw-v(p)%Po0cZ5ZI< ztlQ0`?z7vO+^KC?k~O)n(AI`+T-3sipW4uIfY4c6@Co z{5k77;9%_EX?eH+Kptf0&`c0fA*&&is{9cY}Fk=G9BK+|T` zRUOAVFx55fsVLHc&M@^=g&ZBQ4&^#1^|>7z4KG_9X6?XZ=cLQqHgtd{!}IjR#tuyQ zo}0PJ-hq{$uI>nC)(_rz?)v3cJ7SbB-K3puhuD+uX(^3%Tx;29)GN^rwfTz|M1T}}yX z!}rmL`n}F=u&4}@307=Fc>YH7*`v(&xay*;uxJ}v121~>NVH)hE>=HXstt;iTU`Ro z`CxQ?9~aMT1%2BS>0Iwt)amni4r{gIkl>P~woEJX=RQ7@-P?+=H=msx`vI1J{1>{m zx5C`2t5p62uw%|k_uNjv<9X9fUGo;0ta>tO^|cvU>sMTAeBF%ULQ^$F8***;d2d)hswh_HEXcwarx6@i)xIH8fm?F#z3!D zyU5#k2Btn;QXDwMfV;MOn!g|e!~djBiewoG8kicq{J07|FK;K9OET~(iIvZJz6u&$ z5xJ)QbSyNPUD>df4&yMXf5MA2gj|Ro5Km$5!O+RLfpi+C=2*n;)X@;X(1= zr0*E3E=5DYyi~7kDH7%kevfS~LD}Doy**n>U`2SNLhFlRafvs)d#D&UbVYUUoGgJ$ zhCy6cQwiLxAFByhm151$l4+HxLI@vJnI#!Q7q$nuF3Ejwp z!%=7NRi$}Q!FYbov3yugDotNmm5=qh<%wYq`N(`TGHs`m1G_bg^*&w{s0mpKGv=~z z-b&L={z4|KKfTXo70rZB#kSKWMwuu!IA^+DiUOG}G#LG);BDjMk|;h3@^TtdbkgtO z6l(^zpIs{0B~TuhSv4%)`kUf7`FB}W+xbfh-~?X0-qx>+_{_UI6WL3zs7m0Tp}Q>TC1lg z9S*D7+b1UGLP1>=w%=3}hUv?Ndbe(b!E@vLm!s<8c=_{EzQ<;7SS7L*tp4nTfVJHI zk)hUL5%_EBTeXq|e3=yX`+SN7RIz82d{ZJ;N56}UC!Qm%`g2re##v@QV5ja$J;L%K z?5L;5F0{6^CUt!?Cjl<FBYa8E1eqzjPM6*wo>^x8C*{M5ynfV`a|V&bVfx{+k!~d6bJeK2a3Gw# zd>3v<-5g46{L1yNd<`V0#Jb%mg*S+uWz7+tOV>%OkJ+^jB+b|7&lZ{L+Gu_3JiHuA3Q$|RuC zrXWYl2rf?}_RruFB6vJ`1An@r&h*6Y=^fr!Tv}eYeT^Fe{OG&I)r~MJ*Ds%4#pft4>f+Huua=P}rz(F+xh;{Vc_R&EAmxGwX%uxuD*6uRLGf+~t zv}Sq?6^a{e~N%WPFe9Eoy)-_Cfc zBtoAT6Ns`&CX&B=Yu78KkeP}<>uR>85bBuG4}tY5#PBKG`W0`JNVkxfG-X#J;ePyV zkEmTdk@PNVdUE9sjidKLF93S>Hhscg2-s{K%>L{ zaN;m1PW?F(N(`n_KWX0yBAqv~PUOY}5WR!n*RQB|Cy)0~6{fe^5~b1RmZHg1gk{UA zCev_ZP-$z{iYz-KKyQtT!sZiDl35n@bX6fNYPT}-!VJJ^=+A#^ofY_=xk%Ca-C*34 z*)g~5i@NuB?|CT);+kAeGS7!FM0ZQn-q4N4`iRPE371f;pRwDsJ}Lwe9qq|0BZ9G> zJNU~j$6!cASM5kY5(!Bi$&AFwXng&gj)&Kt8Qpv)WvV3f9M}>uvU&IIdkrZtSV(zo&Xx|5 z4AWA#&l#X7^*IVTQBdW?BmQA32Lp^f)(>uFqWWY0x1R0{ur1oQtp1dNG2Rxld$;c* zd}Lj(Q64hgI{MzJ7ocR*qmkvqMOb^l*UN2X zKH4QlH2l8jLjJ$&&6XB1~0v8H~ADQOk=l=ZrH>3+O7Gp{yX+@}6yD+=J zQUW!H&YhogN-@}QeO*>SIiwN=oh!`Bu|(y%c{igJbu7{QB@9c^CgxsI;9m+Y&Ffvl zW2G2g{XZKs^)hgF?>zg*zZ`4xxB9W^RiJOb+G9SUO013c|2*}z5|f>>B4%DxEQkwS zZQogmiZ9}upPs3}fjh-VPlZ+>Z*;=vU~mQGUoDr;(JSD-+jq6oIx6nO@dQeTGy8Hq zoH!2CU~!^C{XhZ@hW$R?s&aJPjB!u;n#T00U%wUI@u1<)bGI)G12hNN^>3^s`gSJ59?K-%SgI=J*^6%>7B-Dn;H1%bt-4rrwW^sA4w`oR$=hq zzYj;5*Q(DQRNa|uJGCY6U3nE2SrRQpnf3O|d5TBf8L(Ii7cgvNz~rm1_JT0ex4p@{ zpH{*^S9g)uC=UZ`Rb|H3|Eq%4VG}Pt76$%=cWDc=GT`^t;!cDugQ<%Qq(-O=I4wMB zGkVW}pvFOBd7v89=RE5=;;X^u?v@%RSq&e@J6GkHeo`%MxN@~41C}Yuq1&7oXs?uH zvod7B@bwN^)<_02-m6=_n`R(KQs770(Q1tFhxyS0tC7m$)Ft!28nG9w#)E!UL*kvi zaVXPw3jYuc<|Ng~Fz{J-xUCwUlgFqwt7|YPaeX|AQUm=n>u)|6t%V>ZW1GO8S`=<+ zzOjYr4~y4WtSF?^LCSqxN8FEpdYm_nU7?s&k87)>IK;oyLwCui_vuVMdVH7JRTApq zXuPI>JFOlQI$ok%qw3);FU)AptcQYCqx8;|4cL`xJFZ^efKzF67S~B5id2N%z790P zBBPg`X=xYD<{g?+wF zhzmRO*2$m=PN5+W|M@fhqr|-*i>6JW9#Wc>k!?b%PXgch6-|(BG&Wl8*9iXmW+yWm z8xWmr7WCBVu(b`a?%85;?Oi?A1)51b{7{cL4pXkJo%M(v+9%$_ ze7-)7TcXcz)WfR&#BDEX9RyTfzP`P$4ileVRqhI@h3Z?GO~>_XF(vx5VJAy17AMah zjT@^$&{9il%2EwDhWY1Stz`OiEw`jEl*Zs`O43<$ISVYm?^LMvc!O!tWe}x@oIRg zY(J8DiGh{9@eMAuRZvcs+sDiN9&|c}t2K{QVOoTI)4W56?8V8V?~zPBJkqg)E0Yd? zsl%@MH|ZDa9u`1{vN?>MjH8 z^@Kb6KT1(yD!^f7Ujhv{ZT!I~!S;$rIyRamxW>-+`4Mj^R*StZUR)D@b5rq$N1uzk~H+bns4)$d(*qKqXVIAiXo_Z}C z>$?jIFFmC|;-A>8{1gRCx(}u4_bG5_ocYmRm<{(D6OFHP6zG-LGvrTYqcOpC<7;gS zG4>h|YRCX_|uh;P#a>NXFsm_Wm_ViIB8dDV}gV5ku|=e$fsm zKxs{*keq)4YBv1O>_4GIc+&FLk{yXC5h^kt4P@@Cv7o)8eQ^-;9n~NE6A59itUqtm z!eH=ZleKG52n5Xa5lhPwqV@G`NDG1cmhphlBBFWNN*t zMHnQDGLBFzf?#E^)!r+>9aOOZnbt-J2z?)WJvwLyN>y`rXM+`5V?^G!eY8T{|Dt&` zZ7)M;LcxA3-4QO^^w)^*x(>1L*+$0aybvIN@l8vTKa>tupZ&YV9+dG5A8v2chZ2Wb z`g@ugl(y81nT?vk#kw!ZTKED}cfV*O=B{vgy+&Kq-vhHAXO`z;Z$Q$RkNoKmLYb0n z-uu^)7>(Y$X)re!y?-Y^Uh)V)6D4__mtznHn!Xlfngk&ubFh0zFBmJ&@bCCy90v2n zX1(K=qY$0p*8bEZ1`fehBP&B=A>Ugq^}8nye_otX>!E!KYal#(m^Xyr;H%PvF~eqmjzhnE8O0y+d*mVWp1|nE>Mb@8U4QcDkLYRWYlck zAo-&7=8-A~uhW!@J+{o-c99 zuCvh=^d|vSG101VU&3b~Je#`PouqEM>b>~HmFVeHR$X0rfv{M1b4v}V5T$$UY0AHt zx?EX~((~H^J+`kpY~Hz}RqN2BNV+XrizJOHlBc00?EKEZ(i%$d6}kStz69g9Q7aDd zTt(4Z*;h|Q{V;F(;K;zpu zU&~Eg3rc;H5fu$?)|f=AZ_2h_IF`c@Rp$0{5j~ zn_W||@kW?4^*}l#zlB$xY)nU4@4C#n-6=TxA}I9Ol_Us9x3d+8CF1NE!?GIZL}>k( z?er~31UuvY>+rl}EO|fKo1Ksh!>WtdzICSJqLJ3le~anRKDLz<9io7f_2;gE^h`YB z6liDXzKwBR-@j=ii5Q-cnBT;c1k2={QyaG=;oYL1k?@`rcx{_)7pP7L|GF-bW`#^t z-kJ?c$)sS+Hu&fzMh?Uyei>R0n!7SYMe{HC&nT_RvQ881_T>KvZ0RR6Kmv=nX?;FNXNK#)bNmi7Kj8s+{A4#N$ zN(ot!k-fK$kx?>}EqflvSvFmwAqthYN=TBGBJJP#{dN8Ed7k_AJkRHT-PilNFcvM2 zj8aT%x1aESQ-(FClLwq`RzNl+;za(vN+^FR0(0}H^l+E%QWaU&YHM-Scuaudl8Cz{S-2?j{*TCp|8MDxpf^j~+3{96>u+q-P zJ-kjuui>Se9arnH`0PUJ6>S6XO$goFu+cP?Te#kjhf1Uy9UuBbFw;713JN1ZfEd!ld z&e9h5={URQp+dn=I)*vtcXzSX!F@&UD@6u;f9zd35XivFQ?8P&oeWgQg`AVx!o*Ua zm562n6MX$n-)|N(kyRhC@Zl~4akEpjui*^z)C65!agl-fM|aJ|$!vZ5-^%yd3^Y$Z z>G(9pz+CPc?pxcLa9ZCWIc~>9l8(mc&}}Ao3ys>Ab~54i&bUi&l7XVgfcIxUGvHu$ z!>aoU16~967QxdDbc;gEK$D5YBY}s`<}x8I@nE0ELnc@=@p}7hS#XQY*e%__M6rKC zd9E81Vr^b(=B`XUeKhiQ!ik9oCzzXWb~54I@a1AFdwuIy)w?Q-EPN?9iQvwz$Ez`w zqlf?1gG2l-vop2K+3;P{aYHKHl6wEfk^|x0)$BA znGJX~_{sXo?*_!@>|OKGwGk-?+lIy-H9|~3dhKnACin!~5!@Y3pp?yqrp7lR%4^_G ze{>V>#kWiyKhy;4ErA7JH#dR5KJ?mkfhLfhw#6RkZUSv-exIXiGiHjsh1X^^W2{qh z`(S-D<^~J<{WiAX*x8p4EOc9u#sOXV^R3t)d*k}GwXK-q%Z^NwX@yTBzxi|hRt&E5 z6)`*83ayZk;hnjykf4-FRnD|R_11qwj$CaJHNW9HaY6h!``q|F936?Uo($Di7aaS#7K+UcZ<-~?}f8-ir zv5=u{wAg?eFLw(%s{zfw9Zz~rG~mu2^>c%L4H)vXzxx&qpz~wbqwadhD6HLcba_1{ zBR?pLjCyoPK35LYFD}xd+?KE9_=OJL z+w(GH4hBfRJg#cn7`T6PY4d3*25LhTUsmh0zuT=fKE|S9iqnwUe}smk{{?Q;39Um2 zXWgF-G%C&+9%uK1T%_`u?1XaVmq*@@MCzNM$(wQs>P`M=8?XuSrgcmmzrP4&DyeGVJ8eN=&4b z;h%cIeU@H1(vK0xk9;qOgVUSr_hTjK{8iDp#;_QLLFqZ;Uy6{{`pml0wFobCbX`Bn z7Qrz$yW>Y{5%S{gU0x;>!R(4b@e$)9G!zHUZxky=L483D+4TnIXP5tOFw2AVwdmAn zp7g9ZP;gO-i>I}<+_VAq&pLO|gZfyVZ zY9SMTmU*r(yE0InB&#JTeGMTyB!kYRq(PaBys|_%6^_qimiBB-g|po6jy2t>h*~Ea z+8U4o3Jz@1lTAT4=Td`bdIE-x9;hqPqENZDsi5F+IJ&=VOzR#C!rZ#KL!$?R&?Li4 z&eiwF3*K|umP!He@}Pd&`Y`}B>od{Psl3^e>w`Mwen_>8z_X~HH36XMc z=W`!nTY_A4=*ZeudtyMTdweR;i6H$PY5g{Gj?ng9E}hkUmLO9~7Yd*15u~W6YA4CE zgn(#xg6(}f;>Got#~0%Q30l>}@tY~ZglNU1u+fNM!bEN{J>NZ;SZX?}XGjDROSe_t zZXWU?28KTkYCX3lwEqtGztuQEbgbFho|fxQ6mCuDxwylZAloV!I3#)ybM$6rXWKb~ zT(Yy}-YG*ud*s=N*cNjP#FTGpX>&tL%e2Uhe-KQV0o)|B0L(d`GWjm$4C(FS?QiF7 z&~e;N&_L1_(wzH*U43jJz;&5>?-LgYtTz_TZgIoFCh0?wNf%(NQyn({)eWTnqRRb_ zTJXB&wM|XQgP6#7CQPJ#3FnvB`aP=riEe4}ynVgw^IvRhG01l%RICenovO1nn z+*9c}@-U9*p3r(E#2-!2j(=GZ)f`4F#ftG?zu-&o^sJ)3yc|M^9u>FU%^yje(QY{V z=S&!(8N1?<2`N)nSD@ibRJ-5V>W^5(8Wa50bOT@K=Rk0Z~^JT5g%yzc&ysnA4=)tH_Ag zxwPfWifCjRdERUrNq}PJ*VkR0k%+f43OOwwiWds5Yuu<|(40-(SMDB+plvZSjNWi$ zjb`(&xlM**kz38A)g^pOc)6#bJ{}Vy`K*x9%TRqUuubA?A`;DAq!q#4GrRh$J`#WyU@?O-Ga{AJ0aP zOmtih;SqkF4U$z&PmO#&CMaA!8!|E>;ku!-hdTqYLB3vE`!X?fbECwyk}T{wXzcsK zDi_<&>~Q9tov~Oc7$25ZUwu%5q*CXK-IOAPKdEWC zo?iqOGh6v(N)ae0-1dZQECzXeMWvN^3C^V_#opH~#cQ>LcG_xX*ea4z9xPpsiqleK z+X^cXE3EunjZu#Kvixx-7Uih>cdul2R|Uj=7#sDKRzT8?F7q<966duzco&+h5G(-Tl~5`n-3qS?6@SrN5M+} z^Z^HN3TnF?Wp#Jg;^DDE0hMJ`G{Oy2L=NW&pr?<8pl8g$d&^nI?UK{#V=jN~60 zq#BK$?TVyB>$z!n*l#*^?(+V1SA+rOZM#_0yBOHqsT8VKOvi;s9rsA;bfjhe3O~oz z_3JWn-W;JLLvy$G99x@M0=gY1=pcQ}efWUwyVJ>0eliCc$QzSC;1SFKKD0z6Dlm{d z_;ZDt7z1g^8hm|h&Me=rG|@D}z^h8K!r%@jE@ac~{#;|CX$4vne=|X;EU*2rg@u-H zJA)hdvQVA8jB$Wqp{McUr^gyhR9-C|3Ovie{u~W;eoh7oGpkqg$FR@W{=l5WnvVRK z$XA?BbhN&Bk-X2J4&$c<0m3)vkQBGr@P&APxk%NA4hwyzez&~t&m40uMX2c z|H`zh)FGYg&>|NX6$*m-A0_>3ah!u6%? z`j^&OQxR7RL!h*7s{-J#Fq#2i<1>_ zJ)z2w4ywSPVRyaF2P=PuZz(4QF+{GRWZ&k-4yLuC_?W-<{pcNVw8XWk*M*Z z7(;gHVbPf-_&d4sx{OUJTx7*bZYY9^SL%+>HU(JO+U%LZo&%=oH-m*8^WpMU)WpI* zAJS51YHal(o8PtWDa74x&Pr_?@}S=M=0RUrCaQD7KLx2~ zqVVqK5@GpFJp1qCrWwCXjQiRpNpH(S&xKR(9-C&P`(lC4iB&l;+}~w6X_f=cb$oAo zb#sumG~TvNCLIDpQh~IYM8rgO^-yS+ac$YVPn&3Q5I!gxc^jqiFkMilmkMD7y^ zBL++d97kIN35xQjhucJY{ zd`morkn8^DsyRg_XtZF5RX)LlK*jo*3tPR36i=qts_AF=YBd$T zn~=UTs=ue%i4gsKT5Gt`n`p|GIzr%|iiRU%UN$72Z+ zN#(pz`ej1Vb(c_l%w?i!&fR>EWISD1rVoJ1?ObkB28j39=ab5^WK4_aM z7jq*B9dS)@{l{&g{cb|i_xW*xR88_)sds`PPgVLXZ`eT;26u24KD5E`QSX+cr~MF= zR^@h0+ZTs5CH{8ph`^wG)p`TtOUSxARjpT%*P)CWZE8u%YpD(6S6T+=OSKc8QFAcgrlj+YsgL^0o#OEho*@o z;j;X~{nw%C=xZxo5+LGmH+9u!&RvlZ_P+Fv{v!%!)_fRC*NlejdTyJ&7vj(`^=t55 zYa)t*)P(akq~h4kZbq5QHK_Z^R`981;fPL!wApYrVl(XV}mtS_-R56&uvS)Pw>V383nagfas&(6$7 zZyzp(%cj_mMxBK?anzyCc55LjHUGqFmlR@ZoxyN&H*>`O7v+g&6iRR&se z(#!KV%CP7-SHEzq94aGDu3AbJ*s=Gf`_-aKs8G_mUEWvWY+V4oYhw*~Lk!X*ohT5n z+7uViUW08x5jAt7HQ2JyRyxLCgBUZ<<7K=xpig%mttqI1Q0Y8%yD9}|S;tjvepBGd zo)`tUYf%>Y(JwoZ3Tvg%BLzuR#PE{!8Jx8c$hvQ;zn=om&?tTnZ3^CgTsnB!kAj2? z0ab>pYf*l){LpbWr*t%aZ!OKI!sN*9D}@|&xVZNTlbKZqi7T%6ukcgRrM$CX=}0X& zRtD&NGOWebGSOYcv089XRZbLNWc!o4>8_~*RB)AqRD@aAfyaX5L5L&`Vk^iznsgc# z@)gW94C#pH*u3iB9U5HAxBeFuLj#LtLkK-o zUdruv?xEw0-eK&WqT_wzGwqez*?B%f>UV?-19xs~4Be@wBl+Y4zs6-cMA9bI8WrhC zIHUeyiJjkNtMtW<+5WDWB^Pt6j}GUkc}rb(J-;g@3Nvi}xbUb!&Q5}ffXbJayzxx% zGW$Ot)Mmo8SbDAX1||kPE|6|nFwtWzIa(jXgbvI5s$d-xhP1UgzBDE#mP}2%{F&(U zwLW3z%-+|kG#tw2kgSmb6N458s%>U0y6@1T{6(twH9^O^1$ojpVfMYmn*|NH>1_Tw zpgc85gBzF5{GNy_jYQH8f2 ziK4GXD`3L8TC?q9IUYQUbld#83@4h5O+*LE5Wh#bh5V}wbzf?hCvPtYr-#OlyK5@2 zle6^Kj?!}We5tC|bgsbEhaViquS>COlZ^9MHh)Ze51w}9FUCOj!J#j9Mfh>`U2-9R z5vZyy4=fHA;np4-)seX(e3_R}ij-ror)mn1>?lEQhI^q(RSACUbqv*>Wphq^xj?ji z0nV;HRAwWZhmMDf8^ZVIAe~eCc86^?#1#8;B_(sh4b>C82Imk?-CS}iHvVcXv0IUX-yyH) zBZreAZQ=ZLraT#LJy-ahC6i#tbUNgpkO-2p*@mcrE9kx|G*I&@7GV{U4Uq|CEG6B% z!nhNREQ86jYX^LxQmNqMo#6q2bo=3_58TjkYKvr$y9daLDZlhmJVDdx5!Bo71M*Jl zrcGIX7}!gtCy(2Ll=ptry5tz4t^afSr?(AZ(*LNijn|Fn(7Aqb#|u|t?)iM+=W18N z)?CW>;Di-BCv(Ph?>|M5B)x0C>@pxaev{YyG&I1l{n$H=eW#$U@L^l&tqX+oz0JBj z4gSQLwpP~dQh!4FZ>HT}Y9Mh~WJCJS!a#zwCbA~P+Ji_5To!R~r6WO}eV1OVtVh@~ zgzOKUIt7~iqc>DnZwwf(rTs@a5AsSAj#GEE(NW1zx^vA4(kg=AZsb_Oq*VP=mz5(1 z_+ycuRlBY;0Qv1=hIsN}klRL?fzc-* z?NOg`vcu~CIyjzXOH5pPVJTKxH7;zii*dY9vuh!~&nWqC)F2-dxW zvOQMG#No~Xq12PfghRx<{OplrLV)k1WO>^vL|8)hfsB6a#9SzrTwQ8~e>F;|pq^*i@_WRw*A5U_z z5d7MMb}tJLmo)?$rDubBir~)T%)vI7(%)3iTxgOPE2A3uYp z+&=bo1Dh90Pd?p1TULRdEn`#5xT~OM=*TkIQH_e)1>-jy6!2<%*z-8D8k=StzZ%t4 zq3-ch>iUh!kEv8u4-^UD+zZ>rPMI#G+1g_wAWI4YJlP`r#1 z>ag4JudksV4O}aXYeNKSc*nIyYfzYqpBe%mv#V>dmz0~~@U|9PjxwZuL#QBqzj^rj zJ1W*#av45bNrRCKdHO2bkHj{75HaASV?Zg(LnxCD?mq_|cFQy1W2v5SdYTTYS5FCQ zI30J_7q%(0a9c&p`8(Tpxi49~tPE#DYfkhdi|xNtE(TBh=uCW?rYCfc zF(Dwyx7p|j3o&u0#4cTDVJc#XBW;9**R|F%ruy}$4mPN*A7f!APdz0>odr!y_l`bh zLe$MHYU?x;G|#)$sxwRkCG{@Rwb*s6ZPfnVV8LTq1J5K^J*YJ5=M0m2c3;Z(K4aA* zD&t0TL|;8NLS8LwmW2-g4YP7(EG%BH9L#*qg4mS$Y4RKky&1g+oV4okG`7t*C$}CF z84?fuf7YXD2Zbhcx&c0Vb)SpgHo$*gu!kJnh^Zt+`x%2qNW35U+_Thx1FL%^FDN%+ zA$+6Rir7Z|fFJR%rLS`1&1bL&)-&l$M`u5VBL zCAUMgxa*+YnRfU++#m4Dy&W+(dX8~D><+qy4ulo*;IWW*>$dToFkOA{J zhxb_z=`huKeufmu=FvTqHiA)gpoeVXelttOlPqlQiuqD|xx*Dow z`rmU#D&Z{qjil9AiSSLOrfSbCq1t!eBZ#XC^Sku!znQJX{{R30|Njh^c{o&G9EYdK zPAXKAY?VkMYt*qu2t`8t?0X?wWE=aw?@RW5UuMS4V7|jhT8K!rN-0TF*%JEAU!Uik zd!BRex%Yd|d0%<*I`OD~J-7qd!Q#-A41ojxC9|AJ zfQ>0N!IK4XP@MFBbA%xtMpZw{+1!i;)yqytBFban^uf)u`=(-HQFc3``CSC0FD}j` z+xdf<3nBeqn;UQkEFVoUvIVt)7}r0!mjPq1)>Q4F4j32F9H!hefYB9iEj^@#Fqii_ zm~d(UR-K!5m|DeNh<`io|g} z+xbet$T*htm$Dp)Tun0_Uq1;%LY2hL?;d_gI=pdlrY;iIt?Q`yeT+po>=c!0G8S=v z*S(my9FOEwMmVD9;?a=tIT9WhizYlIHr~WUqffaDjhZ?U$opp1=p`vEa$VOsJ{%f@ zwvvX0swNYWqe7}5+ejj+^3G%A{gI5K<;@HID2ZtFW73gR8S%*WkT&C6jc8=*Xj0M2 z6@dcl`hIIw1R?2}n@5C{Jdtsi*I(bIV6?mz+){cz0);$mZfr1$KuQ;Ne-_@rB57)w z@_bbY3iPlKZ?*G7YA^a)#Sb_ljLMqbGh~Fyl$>7XI$eb_p%0Dv>TZCw%5og3L5N!M zt0X$m7E!P6zUN|Li){N$cKuVZMQYdws@?=cgk8g()XP7QFcqOV2O$x_UJAZd$ZHB% z5BWVTx@KT&AhFu;>K5|mdUkLuI0y|nsGR+55sD@TNSRWnBhdW%C!OKLQHba>K7Y(C z3JoMZ@m73@MclsA$|q*A2-7CNAHuQ7)=AlDb}0!>edsThkxE8oODW0wN7B&a!@0}V z;~9wM&|j${t_+l!b*b$XHXUIP$Mq*3Nk!PqeDq*62`v|~rjCUtBgT5+H&Mgc$fr|3 zZgw;uacQeAc%&4dCqtCDBy1t_xg5CuHn#|=QUveW-zY@x=T4s#I97lHQ;kenjPuak zUn2kEZ`nxJU#C-THV>Jd_f2HDT!_{mztmpIrLS79iK#LQ;X@d5B58@TY=C z4ssl+YCRW}i2_drt@vL}N247l?x;8>BaSFO$3>YmbWb8v+oL!G?fAXC|57v^ebQt0 zp6N?N-hBZ|c9Tg6^KtB{;9M-Co;-Hhe;tcPn~yyEN)AMr1uv$QC(dZf_2Zh9$z3EJ z8t5umeGknn_@r=l4Pi@PkvYCyLbkHzrd}i`pz8B;w?6QP zsnFwUG=?zX{!n4^#?>3VwOKD2-EanTfpP7N-rm6Ncf|klRbS8z5#4!m;U2Jr3iDWg z3xlf3?C4u-vG8ftI7{bR5*WDOdson&20hnj87p@s1F2v~}gp?7WWymPijP z3&(f}>UtsI@AT~ZIbQ;S>-SBIy~<(k zW4aK*qY?}h5ubW&IV>zW-Yw)>FmVD8t8dy)Y^d~P?!ST%AD)o|T2#6I{YqcdP*zN6o*}jyFMfv`K5EYzuH06j}QUHbbWJAu9MZ zf<4D_>3mEhXnKh$H%~RfKf7b2zAu^}Jwe8>d$Jkgcg38>UTOsoyH?waC)%LLm0!2_ zKsyxLTv?so-wskqH=FjUv;vE><tJPPJMhuuzPa!107|`N zWUG7!R6TNhn)kK?{K!_n#-lsIn__G*z0nD6SA{Hj%WR#h4lwn-=I2#$kU#cCi4=>2L;CkOW4_@aHqj=X-yILmLIkVGXLu05(r&gWM*u&? zbArJ!cp#h^|9V~+53ZVvecxE{pfu;){Ern6?q2wZeqwmA7n0kZa0d@zH~OaCD0m3T zm60M&;oJ0)(pnTIFA%&+qikeoF!m*!z_j&p{lNT#z(~eu#s$bEB#SLpXTa zx?-KYg@g2wS80bF@bG6KLtro$5Bvg3A~_%N;9|3EFD*>~z2o6!E-rYm4)N&6FyP@1 zd-ZWnMm$j0R%l#%@UUmw@OPgQ9tQX@vm+&VP~rNtTZNGTf_k0kwJQN~T{k@}4t7Dl zV^NjP6$0GemGgGv6CQ9K507=MqxcN`%2@wKBJdiSTOOAU0eE;ixU~#+9W6)bw;8&uTY(?n%FXva|;#9rE&` zczWTnWBpIr$X?jm#G2}5^@3u1a4U(q7q&YhFpYw}Fqsl7a+TT(JimKaSS2ao^Pj03 zV>|^KXgnKP3ltFX>0Dn_0npm(@Z=8>fZuL)kMBnSX_{jHnaM2{tK;7eL;asE~;}Ua1_X&G{3i-mjX`dKR;ZN z?}ajueR_7H2Yeu*N$h?Pa6Vu)-?-NU-*=zjyBpO5Ors%Ee982DC>`^>p$C*S|Mr;S zd%$u0XXapE4@f&GOtFr1gD68_WvW0ou+DdEa<-D;pz-slZY?tGsApS0eoF!c^IWO- zH6#!T**pB3K!TH1?K9UCNN{b^8a8Z6K>Y98(XKoaOnph&SS%ny8TE>_5jT;}L#?kb zm3P6Yk>!P0`7Thum1dj!kpL#FcG%{A0wiVrqH_iQ z9X)>#5;23Fc-XuZ`^}mQ50$!u&(5^rpl9nn+p7p1NFV$X_D2{8xVH);4}Wz+4Oa*J ze$xrXlG{hqH#@;xbV_{T91f~1NS8zVIzgOezEJU72Po$+v!Qz((EdDWKuxs+TAo|o zrfs!@m9ykq&ZTw$an_ZhSMAU-!}IFfN;_;4gdR*Yb%3L1Xmc93Q6lC0U=2KgVl zLlneXfi3k{F*kP$c!s_Wo?UN-#v*pDqzf(3D^+!DsHFwgIF0otV_IRSXq0KszBU+_ zaBGi-}Zc40VzMHJNlkh!1MO8(COIzl(=0hao}NujlFWgLy;+x>t#ZJMw|Rd`Ne*1BVG&ne&xR!jjAPkcCQSW@ zV=?Sbf{CuLybpTgK)|E;w(+BAi2qt3)fW*CfdzpUnpxps+rZ5F@gWv)Lg#-hH((+D zqK%+j1f9=cuRS`e842R6Cnpw5LII;FFUGv-02rbZOMRgrV8oaN1QksYwT8=m+0+gh zcb<<{nQ=u_XC}74y88TS*nBhXZgM`G~ZP&75X z$Ue3ifHvNbub9;Op!8#QA*<4k2hQy- z_dt63(26*tBVc!4pKg}A0@ROU#r<<;fQhg=dF8Viloj9K{`c7d%I*_|-rL>+swu08 zQDFcmHM~h0n79YFV*>m?IKpAH{&ab1VYh)41UGEm~2%ZGC^*+?r~$*`1|gBZsO{5@Lp zQSPLev4(IS(i73yBF^U`w)x&c&d0gPDQsFaNHiCH`tO@k%#CdHOY&~sV0aEHh;4qX zq*REm7o1v>b1FiAL^^WT?TQe$+z-!*p+a;loA_IUu>eW`{BugTEf>8JQ>vplWh03> z-jx@knaDVr&u8Fy8jAjY@-fF;Dw4%t;?)VwM9)8!^!^ymLRMObX9q*2W`lET2-j5r~?vi;Og}f-+kK`l9^iHqt?k5gW}^lmw=?#-&sI62M?G#dRqq1tv7ZRX{}B$$@N{=Vav#D^=O zp0IehJa5uI;Ce2kA};-QztPUM?6oyRwYUqp7{;Z_f)CuJ57 zZ5PBYu=o>TxWP1*d657u_kFA#TDw3MS)64%P6Wea@7T)d{K+;L`#3g`2<(Xg%gjH! zz*g6EGLC@=dB3Nhnn@FZQN%C!qcsuS39gK+>?8iaieNI-eTAXnr- zhQ|(1T6+h{AX}Ou`#zft#gF(3j(#Qq-&+Hz`e70{nF2ocdIAuFIht`kp^-PT18AP5XxjZDHj6 zp-G1PKf3J184@V7?HL^YKms-3_52+lUw4l$8|&1Cx` zPYfAy%gEJyL^9Zv3pCF$bc3N%gp0Nr{dwB=;*N5VA^CQRJwGQI&bvm{ZqSqAUdxja z3o_le`I#9gWO&xw8>}hZ4HvFQ|Bi9*2LC{gIT6=xnBA`z@1frfLAORfTKv1~ zS!LaTVbilI-ROp=n)QxlVLd=O8Y{0n+5;Ptr$|;tbgmEKojvfR7qqHz%4vnYP=~SZ z?+)*UIKb4e{L@ag0M%C7@omghu-U#| zDSM3yA#4f`F&C*I5nD#RLgg>rqO_s;}~ zn4IW?od}^3ov=PIs6FfckJ1N^KYKr6dDjOILVtQ<&xev1Y+_V~LeK6*v zd^~Wu51z_Psoaw5hesW0o$+b?fVm)l4zt(~A)LW^-vw!)DzP9iXF>zxIJSwEaC)j@ zL}N5)V0dfr2k8h6ez}n=MAT`pVDn7W-HHY)yB``PrqDn{T!c|&f(B-O>Wh-n1K{}5 zOEv$-0JQCUh~AeBz-2jph3U)zAl-bz`10BSM7|L`Bu>xiBTjQ8R|nu|@gG&yI|EQ( z`6r~OdH|mCiNrj6HUK(xYe#1P48XWW3@!ff1DMY_uPvhd00evQ;@^)AfI$t8`%%^a za51qMI%N+)W_6RnDeM3o={OU-nlk_l>W3l&$_HTi+isn+%>&@Nd-GuyjXtmC%hf;h z`*>7V{|NORfM2ZpWaD=YK(BakJ?AtHifuvyR>?F78(><_=%Im;Zu{*$6dKG6i<%VD z*D1JKH4!jF1G)PHzD*x!P%=rFoSmh=j~@dk?g!Dp^IwO6wKfejI5g$rPtX7p@Pqlv zQ5uXby|vzbj6ToLe1>%)8ocfcwNn$NK{h|jV!S}<=BJ0{& z^M25m&-;2nwI8y#6%^GJ`e8Pi_HmrCAL75WOSJIz1Glb8=7%HwK*^ZC>m||;H1f`z z$}f7IIQ&))2=9Y*jfkK`sXkz=9e+IflM1%so58_LRPZTKZ2mn#1;+Dc58YO%FyXjc z>evnylrERM8vUYz%sh`E%NP~7Blp`$>rvqnQ-z=2EPy_v%)Ckfz-iCiU4|k6>}MRF zi$0^k`_fdv|D?d~2>u;ky0@|xxSL;Gp@82swJW)Y0*@}I-`F@ofkKr>!-r&gL8f=n zFk`3(w3u(Fb*A>fSkr$d>?%F*?dIV?;&wO8ymeV^rgVeg=(~F7huv^#=}Y4yLN|<* z`5t)R+YQMl3v#CMWVl$8aODC0|KIjmuL-5^PuWYwD}TdDaLGp$zpX%miQz-svw|ex ze-${GU*3R3Z+>_D!qAr{F*!uKg^w0S5$0QtrfG99#fn&ohVc@S(tI=c_9o z_#d^%#*O1aWjtwsp%4dxo_^()nRH)`kRV}$I)MW*9T1c3ge&lhk6Wq}2JUbO+J$#Q z<_AXIsj*HF#4RO05W_+Bq;2DYQ#h#P^PwIpz=7R#or1`l4v0_6_>SnlYI5M?@Mv2* zxNZSQkutpS%-W zPc6iJs#+lGn6c0gt`^uT;>o#?+XPDQwSS%)XavlGV2vxpCScI$KW*UG4DWazq%>Ey zz#_-E%=StP@E_3-Zi;GzwIt5H>*Dpme7wTjOuP=vg4`;8Pu7CSq{W_tdut)8$*z0M zqZZt?A;fF27OJ1W)n^f`gBe#Io=~fL2vb;WanPjuY&~aQgL@@}@EPt7`cVOMFS|m& zNmf8wgTLfzK{>?L7aaZis~n=gdTC`nE{E>>YPdJ)6@U}btt4Nogcg_g+PD6cLCKrv zmm4ZdVDrue&9}`Z@O*fm>La)hp5^j92ZruLG;8&hWc?EGY4#%LKPUxH=Y5wrhf5*X z%D{baf}WO5&IDDMXN;v~6xF_CrT4zA|=Rex+dotl(fO`^ICKITgV!VnU(}CwBfnt3o z6|@G}G;)(-f$?|t$@^>3AWq`iRh1qF^PiLTy39jCI{&*@-0!=fcH#4%M^%B)Hf*)@ zPb&z9RITdoe+q^nz9gG$w-7jV@P>3qj5pZ6lkbvbyarfG?#unjmjL_K>xl}<6k+va zEv#Hk5cP$y*_k{`r1rz7@OgB=hx>^8TidwW}6|5zju!Nl>lTs ziFPbQLQom2fQ+4A7*f@G6d|A&foxlS)VE~A(DG~JxYCzFs4n1;w@`#X3Oq1j@Z`)L zWXxa@B#{w>=2fiK#YLhJ_0*oR8(5zfD6hh;Gqc@s|mVy8qS;)TEz`;15=B*(sZH6a9HPx$iguZl*+ zG@T>Le-n_Z?$fwlrXbura;S70!p_Z56#MnMO7+v9dn6B zs*QE?Zilc)P4C>{O4&#h;=r7Gr7#}F2b-?$t4Tl{7DRimk_0s5vh}JUDjsc&IXf?E z#vpDToe!03bT4z}osSF;MxzBIBPB|A(WpYsn--HGq`J+|xV{yEn!0j2)PC68USC9QNKuX9v_sS<3s()N)se0AVfMgWb7-p` zv{+!UL&ig*w|f@6kGiZ zMtrozvTgyR&-UckJh%~ccap^0PT%_Efyb@ho&(=ndC1-cslspw=P4Bmlk8q z-O7=DzWg4eFXc$Pm;3{f`>7mloV7bgc$W zO@7~hhER=?{kgeT_^XlE%?AZf4$<3x?9Z}G*P{Oc009603|DzPRBaR{ijt@(BB@Xb zQ7TlfHW5js5|L2$?4^q=u>_7ujlvPnfKiD zoO7OYYp#81gQVq0OEoxemLLA6sbSa&s-u*~#Xq4hS0NHvTpJ5ZQSjHgph<=x04 znppk=U8$MG0?HA!C+jnagBy+yKC88F)T5mcs@UqSXE5R+egVDdK}N@nw(}4(Y_A1Jk*)QD!W?w&Y(0RxqJKJqw5(2 z{ZGPrhxIIC$wt-nSFW%KznVG9YAqI_Yix1t!9^x}SDNX>xhj@&>c>=q8qm2R z!huFSvO92BH7k)|PFTs`VI>f1*T;A3k0%iHX({j5*OQ0@`O-_C1&M_J$J6Yh4|fSo zrO&%(RPGYGb3tA`d*g_~>IuzX;Z#C+V8QzdzX(EHVsozip-@7v>a2UdG=*@y`|aE0 zsW3wP)AkSBcSR6`Zr2YV{(YPHoV;<(_5VVMu^u&BsoxYL@3W*z&hE>E`k1ed;Jph3 zC3?F3PLdA6G75lz zPk?F`zv}*UlHZLTwgdiBef#NiqSaS%BM7>6bG$+Rm1ny?t*8`4;u0}2yAKC z$bibk-^jKKCUoq3R~A}k;KTL-xqsKQkm&K+>W&i&SK?!~FL6yr({mra009J_-boP~TNU*3IcCKzXPSThmXFz8vMOEt(v$?XY-h|fJx9OFNju(I)qZAD+& znh76TSLi2Z7NQP{=yvSR#t^;O@ON)Eg1!l){%OcXZe~N)O{aS(&frTaSdtI-Mb&ZE z#Rbq`^Uz`ue<4yQ-ErpTeYmc;>_2|<9%%LhOBspx@HtXptmXK9@MmiOTY07cg--KU zcYZ2_s+g%Tr@sg``%=39N|zv_AXz4~umnq8LTp6+N?|kq;M85^60E;uvLIfw81L^< zHhcan#)P(iP?hiAXeCvGc+#=Uy|U7t#^t*9_()rm5!`1{=I$+I$O zSq4iQ=$1oY^XEZP(=tRWuHUO&QVKP5!DaLL%HSBY@si<4DZ&FbsGL7qhRPe#_Lfh} zV460)@wrDiF78l{7JgBVMcdW)z@h@3ug@I!_*xD|T|le8TRDb)KD*cMQjTJFy0Gf4 zazwkj{0-$XuA%x5mtJ_i88{*P75(1k*ypIS*KEM131uH++=vWodb$ru2aMx4*spm{Ajs@ z0|j@v`q@uxII=lEMZd7onsZBa-2@wt1g}0S&>`)A=a~uK=0LV~QgqW(4&L1xQBzq^ z4bzgi&BmD=oR{9bcS?x^T_@UX@lQ6k&Ru_HPWtaF%vYEFhK+f&08T)$zt1=JZYJ-K z*R$fSIf(2{)_ZxMgEj6Ey+dNvpgoCd{}s={Z#$m<@xN^7Hy&7|`GJjVnnTaUy2yAe z>Qz^G%*KG|cNx!d@+{RnyO{Jl)PZ7q&WVGqj>mIyDmmC5*zl#6zZ%4woH|?5?=g;c z&(171Jf`JnN3+>5Y22>8I*N_5#)maGa@ifR}j7lXf;XpHXSLHfO4(`u> z- z+A^+&jsK>0Oc}{@aOuXm#7nLm-1>VmX%B~kDSLCRyzSK}>WCSONU4TT33GBq4;e3) z_#lLGz!zQ{YES-8dClJEHf#lF;HyTN5&yN-w$=C%)K>rUdo^NCI54x0*P!oo zNBGa#8qD==h%Q=Oi>JOJ7iuzVppwT~ej>OAw^syeB@WcUPjM_WRi+kdxu;pV;kCF{ zBOq}1XDu|8B!oFJbx_hVeQfiq4!@=}B8DUDaYyl+VYYNVR;22ExGh+Zq2v68SC7=A z|3CVgTM6};?mrb2^R*s5_utQd(cFLlu7AU{EigVj*vVf9tgGMA#IM>2PojKML%0!U zjbBuQ9{}$b++a>j0tdc1&pue$2u65Cb@Jv${FUHp**|SW^LH8Dg?}0$wfFCZ9Hk~i z(m#1Tz1W0zyi(DPWlb(=GLq%P`|6r2X z)ad@+0i>PC*Bp^X9&%nfn^T|hpj8-WD*uUx75A=q{vpx6Z+i5{XC79zk7w&pNk6=K zQuD0H`*(l3SCTv?uB?~;MetA_XCA+MFApPugU0iZ@ZjI}qfp<32iwNg6M^<5Kb3RF z!m>Q@?U=72^OTF5?r)4k+qh`HE^|BaJ{M+x=Hxn4G{Z$Gy6F3FaS^p5W|`YjF5VBnYh_z-;iJExHOZ8Vgy*xOn~!nP_%TM( z`z#l&*JoHQx4F1N5gV}yMuZi;lPDqO;aq=r{d{XGw7J#XE9%lFWDA#*o8D zJ~d;(U`9>rp z&Pm42YsANZZqH1)Moi^@)L|(!q9Gu~M`C9q&WX~SzHe*9RYQNR1_z*X2d&)Qp#efI zu5o3i4cL<8$Sx_WM~KVT%4^Q`xH)oP$L3Z&&QO|E4usaD{M^*B-;8>^<2N#YyRja_ z$;|4EwRJeQY>O;EYSBI`F#9y37J*7?#jzo^u=HTG8s4l$sAP9}+Ll_#O!U)Y#mKYh z)~;PbwNPQ+vEZGk!K%yO)%_XOnErL~aF#|jc-lg`zCSrIz2PR~{gDIa6~l81GaQ5^ z%xN~uRYS`|X8AjnYCL8C_tDyi1NxyQ=T5q_@z=`Xzc^_&X8G^mSoyjN+h<=KT3%BH z+hplv@Rh{Yw@)rdOfnM(ur>(ke6#+*HIu*E-bCN9; zT!E8LL1~ipWw0}`Lf^id=kBqHY<}%Yoj!V`U}pa>1`W!Fg<-hYbR^l%>Y=AX3g0+x;^O z?54F-Pqi~)>LkegeKZr+q5Rx>av| zk&10MHk}ywOvkI!3pXG8mxh#?R1wC%bO@R0xSMsRL7mS&Q^GD0{`cH=zsZV60Z%P( zeR~{knOIn9e2m4}7al9h|BJ<`2b9FC|Kc!Bow4%`i3k1EkXW?eUC55T5;Sv6!r7PZ z&M!poqL*zs`jrul{`MJ%wwg%zzxWuS(Rl}Y)KAxUKfeR@=+;f@FCxL~do8rGJq9nQ zN~$%_#-jPshD!b;@u(Asx4wET9s|Aq+;kU2VP;!)y2{ot%<&07zo8ip(~cOc(*0o= z{Ic`w_`z`4yliX;*N%iMEhB}k90MD_?5y~JIB*2*&ILurg0oucPp;h^l)MZt4u}iE z*gLflkJJz(*w(JPlNAETB8xj4=wUGbP_Unx9*!U1?oq3wqR_Z_SnP=&6^jN1ZcH4a z!iP!`{qNf?jOlp3i;$(jW~!objRplw2S4e>8Q0)pyzlU_u4|wSpz!?p8}x*fR}K#fWje?000@lS(7%=MQ*ncJb)7-fjTkx>7oUyl=0bFqby zX6Fg@MaF%m>&_G6JMJgOe6t~#OP_vixp<7=<4DmZB9{<)!8ac{j+lUtvv#p5|2N%k zwXN(hHAjMSEBLs#ybq!GcvZBcs1GrwBHq4U)Q^ywkg!x4_a^-G?`?H_>`90#-p;Oa zbtkBs?Dxj3wdbMB28xee#=Bzd$Bcj_+kN)L~Cs86Xu6`%tD$)A5TroEII?;Hs z_~RNc68DGf+;QqE;TTfUGNp5c$dipSWp27c7_2eup;M z_foGBB^whv=b!N+sGs%a)jeDZ(>9^YZAV-Qc}a0L#O(>nCS)B__apoqozKPTk#=1A z8Cg=-h&-i@7NtVh2)}Q9dM7_$A;d4_YtzXo(!+~qkf7^AQ0+U$>*v`KHm3y4wUbT~ zdbNVVIyXECEwi%l?651u;KlAWGM9Xbl8_sMH>`Y#M!TYbY8_8PPvomMPuiA{uUVz@ zn0tcYo0sHmJ*rIb>17$}_H6^-lPyQ?Y`&f=G3YAWSSja9G)mft&qSXl^v)8FlddKNU#?5YvFrQL?Z!BAqss>BNEM5m zvH_on(&(;TrwG&I)296E9LV}Q+7Qj>Kr|ZLs+^CoB5WLvJF04)B=|Dsf1I1$1e@{K zvyQPRKpD(m|K-aCV4+k5!xMNHAP4;Sir!#rkEo~Cmh1yeCEz2kyFZFtzJrhgSBZ3j!9n|i}k zJ$YUK32!iKNAL8XB;Vt(dvMOo7hwk_r}n2)pkk!IRyHLFDj!RaRE38k&v2WO>g5RB zs{HhaM|}0nGKpG&v(7fDL6~`K{rT^mPzb-HEHrS71n2cH zjU?M>^qv!&Y*mN_W3W=;?TUDulK)hCf)R%>&tD&QhD5^tj=uex4-SLnz ze8Qj5ONG6IZLyyv6}?wnbEB=PFpFN0<#nD4+NvS*L&out_#Jdlb88~z$?)&qubhOL z(*OSBTSSA}bI-Pmm1JK(eNV{pSOTgNoM)`f5}^Af-ow%+9bg?8EN&~BZJ*Cm0awI><)He;9MP@%OHqh|qZgI?mBT3{O+9E*jBkeBuA-VQt zA_g`qM4vKGLh^;EOKJyGuy3H$zh@mC32N_Sd5ai0Hh*LBRZS*jcjri~Ue3U0&&zEQ zZ<8@oZyS~Dl#FHEd3COT$y{VG8mvDjqi6mi_j>0Pygc&2xYvLVpS$LcxW_=q>tE5; zhnQH@KG$6Lhlyp@{OVE`bSz^OM%+wIf`VMj_u>T7-b0P-4vMJoZY=wITZ$N9o+8aX;`e5qN2W)iJ=t{;{AUah&W;^bY6uH3G>I3 z-_24Wys%^R`I8j*chb>k^|NAVH3Qb4R2Y}}nTU=Jv0uK0g^K}l zMn$5TSP<@eW@ilAxuby$qb3 zZ@Jg?SUPwSrd2s7(_tEZx<2YW6KX3m&#+grkS_B;Z^6P0XiHnE)M;j7_vuvQq24Tb z1dV3RPiBD_JUVfR z;l9!9!I}85cy`qEa3(qyB`>Vo#)6Z`X!aFaI@+5AlUf<19}{^h?#k&X$oNrwJd6ps zfFCZQx}=@Ri~-82 z?FToHrD4x(N0#`PG$e>vMXTB|!J9b3YG*M~xVnX=oxp;B(UT+ln=-JhwXj3ajfvKK zs+4A_G-SEx+qNl_b=)!DTeyXeFo83|ZklwAY2?a8$}tcv`i8YsG99&?mW1H>Wc=5x zoIP7d@)j@^IhdM`ReJR;oM)-Xsq9kJa;0I8ZZsL=L4&`S-P!j(G%UGYsrt}{j={p^ zs)>gg7&xMmtt`z%r;SsD;9?fU`2ydEon~N1zs9~n;Z!7l&e2d8O@$dJV8%X)hL;CT zN?q2{;OeL={9Za0gLXkywZGCpIjB^oq{75-pwKukk%e6Ep|ql5CZs+_qHY+&3 z$ZumpK(*(<=r6K9O`C376lP$-#(J&^$#cfaFx0%8fnGa>*G7|c@b!eZt++&r27a41Uia$m`E^@G<@!? zMhp|y0~=O9UC2U$bY+T^bsF?2sSn#kXc!YLR-Y0~MO}-(#NLIeXiRzkx9xT+91o5= z%ulm>rQpF^8iWF1|Z<}Jxig=zce zbESEyh`ZjRml(>x6C;J)LOYo_=G8XZe1U}nWmk{)#bu!8Ijy0-oC!t67e1k(>9}>t zc$wQCCLY|S?HyT~4rU&@!w4p}cC9*Dtib}+;9G0Qx(ujvMfglD%ftbT$3-V5v*2|+ z&Hmx}4A4-b^=bzTCO=B2(owXB3+`~dO$x5jmNHW zuss{C^vpWh-W+tRckiFo&c7F=trmp>tOt0{Uu@GRMn7ET6> zm(o~J$tiSPl*WR@*JYnh#bn^kWadyVB@^lriG}>0S;#TG9&phn8wcm}7i_i4zOZHrFUBT~OiRri_f)^zOIWWR*k&%}3| zbvLtPSYSFuE_gAU0c*Jdaf9Ma3_Cqn@FsODwfQG4f=Y+d-2sm+cj@pKikb;sLw@Hp z2XoEHz9jFXVWJ;F=6#>YUuiPG|8=ddl~f~j^z2sAqLd88KWbfFzmL?>n_ppzQa>EuxTy17q8zdP-@a z;*q#7sawA<%dZY5r=e)NSv2=gI=oJ|XKGzzqP;9evy!Y&zw2Km6IQ0<_gGYM?%`C} z7zJI>Ci%TwFrb<Xc#=ZjbTH6FArGO3x;TeZRP_t4+y6!_H)%-XL?K~eCC(z&7}=&k5)Ev!hwqSP*`@s4D~ zZRtE@wuuHucgY5?^i*seiTJ=0W}qu`=h4^v>1eoWVpMOCf{CW*#%zZ~XgMV3znQv= zDh-+BbV>qxw$Oun0`8*gK(wGDUm}vXWsI-+nS?NdErkWHWLz)Xw@#6HnYs4U>%-R+ zXmJ$^Ju?#^9|>K}opGou6V(*o9fy94Lubx$V`2SjM@L_C9I9OUV)Jwpz!`1WHeQ+t z>j$>o-$?&WUJ;%TGDtpi_n!6k#p70k%QQPDBAGEpcRK4pz4lZirB zUA@5HrBp0Yn)lmQmWs%VO%BvGaqtqh&r`~e!?kvAMdKDK206>*X4=BxYMWroKS%D< zdCI(A)euA)U1glJ4TfXuInTpMfuNjj-fPwwi0*wRCkTOH_(!7J4XP1CO(Pk6ftskpE;d?!3Vb zeD&YHA4zmW$LjP;ZNOUHs??&U^=r|K$FB*niHhL3!0r$p_ zRg-(=Sde?IF}Y_+7S-)HK0{D0%C!rIn-Y%QromZZK7>a?rkZ=LKhfX8zfL~QpXiPF z({S20km%TORUy(WkZ^3h(4uJ*K>QB?0RR6CS9d&BZy1*{N*OJh_DHglG~WnW{g9E2 zl58m}+1YzsdxmR|5=Du46bVH`iF?nz?!KiZNi_JKzs~2J_kGXzdEe)p?`XBVRSv29j^P&FZBf*W{j^tviztmKQRm#FvO9J}WwY{SuFKo?8e|dt#7M(|E>rsYqm2 znI^M(ODd|dlY47pl!+E+_grv4o{7qTyr=5iBOrdaaJA|d0-BVRrwqzuqGa(vuifi1 zkf%bf!h`V?WOQzca-=d5eVCS#u84?7vrDr%8AGYan`7i5Odz1B)nQ3pX#}*rW%Bll zNH&@mu)o(Ll#O(@Y-v})@b{T)JQQ*-9j(9n_Ox;&Ubmyq#zEsm6zy8*`P(N2>5Te2 zYPMw}Q60X3nlA)&W&2?#sxtu%ChEHNIuei{{j*K)jSM6)MEmo}C>6!;Gw@ZGO-3wh z!{yJj@#wEZF@1AKG%6e4@>5MB1*w|^DO);aA{E9**E`mksMB3FbAwqXl53iJe{g>W zGF!dX>)!Ts?Lwo`XZJKlyWzAbFQg*(?FITD5m!9a(57 z%kq0=csi1zw^~~3ry#$R{)7a| zHadhn>m4Q_mDDhIwqXX+^6i%N*qw&*-2Tg=O(i12s`k4!-;$BUOu&BDsVwAvtT|~( ziGWgz920Z!{&T$lbboCoAj0sm)MAkg^tU!D+jTSxlN{4*AEEKxA?5ygBiiJDQYAIQaTsIC>HAcvFW`Eb9DmD*UWe zEUHxW=+TysLxLCfpY{`pMe4UrFT8&oi6l0e*Ie?xjwI@yTKVn^M1-{4v`Mxv;V$4JZ{rfZ}7TCb+d)LV^QC? z`?6U}5$MD7uP+9sBhagm`vO1f!jNFf9zGN8AT(5$=eU9Io{FjA9c>~|6d1RrDqubTF ze)u_y8652q%R*5%L~Haa^3mMOk%IBH#i%?-`RMDeVw5>5NeoXbMKKefHV7G)p>|Hg zIpydw)DknP%1|pq*Ijs(Uaz`|e!5;U609gi-`pkPw&+f_)+;4aOOT7^Oaj;PmGS0iWd#T%-GYDD^%$QyQ`8f80t>bfFdjd+@d={;Mk z(ItbuF&Ss7(bk7ys}9BgI4UCXUma4=eJS7JTZ?2zs8!9c!YhBr?I@G@)zBP4C1JZP3 zCnoVWp!yXN)Xmd?j$PWJidO2;tKthh_r~jxV>97}kaI2iPxjM`O|dm7)_BLuD_^UT zD`U*`^-vXRT+{uw-KiE;TA$Y{NvK0#P6r)-eYg(&H=WiiQ&)?mX2G`Cp%#4(XmX}S z)}XJB^B+#1#rNgl7edphLh9_L8`&F(=uA-Z{ZC<)Xl7lBQ-eS?T7F}$Srk-*977LG z)0Juv3B@|u`qd!Unz#eSay96;XstB=zbce@e`4#1WEEl%yC;Owi72Z6T9;O9C3<8f z^fPXu676ZIIS_E98WC2bq~+(;h(B{w^xbeZUKdZ!Ua=ZvG854j_p}Wan;!B*sU?MtRtiMR-t3o;U&xw3W)u^*QTp_=+8hzIO8+G-5HL^I=U6m(Y zjcf~QZpi;3qN7>8{XQNPASTY&lYrTjpDOT!~1| z2hI(b;5di<+c#Shk@Kh)d3!MtwV5AX{9sN*f=fruHw0IrD;EFVI^9%`8pkp{!KVz( zYn3Z@5sOi<(TIHC-!k+xX~#F;UF9e|k;Aw1PC0T}^%XOLOBVi?j|`E;Cf;|FgBKtl6}&)EJf#_2pNIxIzO@z zR=2gj{|c@{lpp2c-?EX+5$*rPCG${c!}MQ=U3n;{-81P~Lmt{$?b&l7GZ*QVXIxss zdAK|$&DG0*fUKWKrV41Jqe;f-s0o&YjDE}*KO0O$g5?fD*TvJ&=bG#FGQKzuH2EAA zP)f)7+}lUSGYbtw9~HNgO-J$e^HvoLxPGWM$cR6{`C8`9kabub@~hhIU3n-1g&b3! zyfAhRU7ofn<1>pvX1{(%{K-o|w?wzL)pp^0G-`Y&E;|7Y$a=p#;S+~=Yz_sGPemcS zmlJcIgV&Iqw_Q$traw9n`!0Clm(88!Anugr4zlviAkGeK$AI@21W%`9fh-gtwAiE_)|oIvo4bKg9B zBM_W3Q~$itbO-0g3yT2)RuJ9(t0T1c3`FlM(3u&v2X&KyPcr>pAZj#SbXDy-be8aM z`{#56lJ^>U1iegvzj0Gatyl`^v*StK#265i`V47nB0;76fS^=v420vt{h)`&0K5{D+28PBoes*L+XHlFDla>R93DsvGOc7u`*LBf9Hx*u( zDv-Pi(qVI!`X>IYbTCq`9ekRS0l^%%eUADBD0-etK+}@J=%pZ zGjn(9u0{c<|L92PD(8UU>K|<~irKK{edp8`rEKUtRLfFt$${Su%OCCA^T6>$#DR|o z3t{Ap`VBZ#3{^sd0_ac~MAtu|28@=##LlYCnI8*4g;B__7*PnVt1MhC6APh?Pc9-& zuoz5wy&ao*OX0XMJ&aUP24$T%*({eq$j7|p&7X^5a!xdMk5xLnQgu9YbmtI{( zm0KTe>!3nMVzroJJtQT>60Y5>hlERMzOQ%I!av0;bn3ZE2v`%G|8pfD(hW`|sDx#K zTsD_DWSRz|lWXlfA}#|hV`1B#DSH$>diA1wrzSWbNJE~Y_Mq?kQ0v~U6p+YYX;+vo zh7Y9qX_ye-zyz^MYX!$YmlQE!4uzS`=YPG#_wFKc0^+)cRu<$k1Wb2(_f ztdMnUEQi`puSKQZhybt3?OjBxVao-qsVk)h{2k-$ew9?iDxcR5^FGx;-dm_R-BJYy zx}<-cwXA~T=X?LC-m8L`VvXU;>?#;X>nziYi9q@OciWMs|l}d59p-8S*_fRS7NBkGwA&%3<-l65%P7!ZP~%QCq(R-fsG&&I~Gr zTka9mgi8iS~weK<%|hIZ?j;%{+P(TeJ0TEzneH7o(b*2ky>6MX|R6oinhOQ3Y?e= zXyz45u>7mr4?H2$w$rz4O=!}^UA zj!~$UF-9^!5P%A{y?Z8pKLDNF9k`Gl7>8a_J%31E%Rqj6wugn#5>a2yvkt@gB$O=x zHYN@6Xs51$iDhOqT0H2K6M_5AJnhYgi_>zE=RsLjc6lC(;6YH}y3?(VHb%2w;`Z!>Qq;R@@%n&uL;@qvMh zU=Hq|eypg3eyc&A8r7j=r)$v;Ckyr*?)OLmjy05hHR!?0REONPDx^_r&e8FzLCu1+ z6Q!OF=yX~b!)~Sll^r-_NLFh^-6f^MI*SeH$(_%JNqzN*R28qc-l7h5tMZJk;QmuN z!1U9({zh~-d>2xyX-2VGzxAJ-Y(^WUWYpNIBslxUWvgfh2`br%isIBM5F9!4G4>(} zOfRSg%%)C3OTp8h=8s5___oZ2qf3VME)0Rwd&qDqU||$$F{q-+U8AliLp-aT6Els$ z!r2RT6BT6mN``RJVls^BB?_JTPJ&PA(K4o4WEjYaPVCu-!6qf8Kk_wGpmASvD*Px0 z)iY+tmIcW$L+JB4l5NM@dZq-x0rx=lHss>Hb$d-XxF~vOnL7zfVss)am^yGF%DS*eSP)1R;-xqKk0c z5$%br_OdAuSkavRmpcWaL6?pj;rk8nwl3ZIW)dX(!fcPYkzwnpyOJww$-q)QCh2WK z2G!It)-5&}(l=O|>whBwP2)lMRUI-!?zeH-NhiVF=NDJs43VKb&d{DMONOAUeNXPb z!0Y+^e%rQ}Q?Tyr)=yQp$7IuC6)9TSkV#3o<0vJTlCF?a&~llc9OQHO%1+8Gi06gqKcXIOqQI_iceUHYG4QmeP}xBkoO;4v>L`an#A^e&(;gTII5-AB{Eor#8O4z= zGZ>UyktNmcrGT_i`lGWH4Ce30=2{zI;Nn|xOkbP=o+tCF=Z7$G@+I!y_5_0oThWvB zE)4t!YS(E>WAOG^`&C9A1{;KAo<`qtd%f)oR9qVm_G%M3MG5U zIbdMix@CX5HU@u9WO~}BDKJUfS$8v<3U7BGyyB)m4P#wA*0+YKuyyOriSJx0kZd%i zm4&Gw+}QB!tuqydJapS49#eo%EH$aCg92Mceyh;TC?LG?TqUQ10)DfGJQ+KvV59&2 zr*$_4dNubuSu!Y)y3TsT)CMXnKR<9g`UDl8I?e4nQbUE7xYsF}{WzX+zEvE)kE%nu zADQh`&~2!->Tafjeg26;UHp3RbS4^_paS1!NaVMehV9BH@3I}Iq5MEth2yDdxEOjq zYrJ9_gd@CtOk1bni%w?~do>LPTK+P{*3;mP#clO`c^Vwf_%iXmj^C2Bh%2Ijicvc~=`jsfd0seE^^gWvyBbEHGHCGO zpZ1?NG7U)YKVJ~}NrQU6x#1{bI$UKOsMeLBgTq0^yn`}y=smq?&pkp1wFEiwY;8KU zAN#IvX+a0$>YvxJW+Dni~)|V@vDWc86ett`Kgf?1J)aE-{2p`fFdmuMtLp+ z(v2zOj0OheI<|g2*~@^)Hp{*4gABMVv}QpFV}N)XW7iE911voha`?Y6p!u2hmj+%Y zoYV`n5fNg-E23hz@g^qhlsNK6Nr?%HwHD)VWtfnwUE=smn+aWw;=2menLtWaoQOKf zgv*~gH!s^TVZ!lQ_jC~c{QA3;#V{tMe7I$z3`~%psF^By!-Q-xp`yY$CUA7cI_JJJ zp-qCgDee=FmoC0<*9Rv2wmER=A&Ut^sLs%p&V-yuL5@6?33gdYAK%?)g6+j$agp`- zyn}c8*Ay{fgs8SvJ%R~(`_fIEPch+r<4x@1H73|6t|6a1$ArFbUgQ79n4q;jy3gwb z3kpRJ#n{d;fqu9CF`bRq*S1ed^9vJ94?iw5=3#+amc&}Izf3Uy9<`LFz=DVkDn;=^ zEU0Qu?2A=q!AO?Oc(pYPc=w)O(`>*3`QXmSuk2Xhv|4lE4IkIDcc7-S;O&BPj=*&mFb=mLJ`~G>`}G?(6y0Y*4ToH~ zg0aAAU!6dP5F7Gw>((O723Ed&4fik`oUf|T=k~K9^0=d%ryd(lh33?)a%aN_w{suo zZnB}fAb3VQiVY@d;^L(QHk^HHb!pm@4W2s3wagOPAoiuL=@-TZ1p~RFSw#*QewBI= z$IAhi9kZ2i z7T~~o&Ehrcy&NdgoOEmd%7MW=r(y{eUKYRrWoDzUlRmJ4@`PUmE$b77#tzU6QW7iuow+;MDx3){g* zLBEX)>ij&`?ZsSppe(q9PUM0K?~beP&0Kgx^$=Tl!v(42AWtHN3v(A#|HOXag7Mv4 zjiL!IM2wZMc3gmCb>N?{B-@T;hOrv@XYz#(~3~`m^UII1s<) zuO!{4UgV8e)nx*1Mf=0oM9dtnu8)JtHao!cd2QYz<+F@ z$f_yslV-#D(tj34e_4<{5^At_fCaar=d;c}XTgD9!Vkc||2Flgz>Fyth^ZAx+R#}b za`e#N&5u|R<@o~%C$NBDr>HLD8vb9}FQ&ayWkFq&tfAQ<7R)~TuByJ51!w$B@84Bn z!S`dDpL_BDmDIqx_g<6*I(y4o#?@J%TE5=vn=T7td9YQg2U(!)e(qth4hynW)#lgu zv%o0x`yN8`# zG2qu^bfI$_1C*@_nqJ*uz|GCE&NTd5o_K3|GLZo(RQ&hYG$vwoTf2m=5#Xc4yHDbcpY?GN??zb%;8mZH4R4 zG*{)3#z_WPF*9XcME}PIH z^g>y3Z6F;C-caubn$h8A|BaQ$vUD)t^)#u!mIgM<1u7OcG`Jn@@wTII8mO=Rx7;tA zhUcR`#QkP8P}Gu3BGu3!u&(gNAgrcWKap?GZM>b$#TkU4h9n8ochkQmU|hkq_8%4eBuj`X znpE5uuS65)sF3mdkLxD+X(*Ywn_l*U3JqVyGLmjnAm^%Gy7meM+LEYW+oWy1dw43KFZHuJ9!pYn! z%QXBxU8v4OoC?&eGd-jk3Y>rSlvnLI6=s)D?0heV`#F)rTJyNi)5zhJbpNElNuMXv zbin=L(F0jqa6E(W{z`+%6p$*SnSDWJd_sR?c|?pHT$E#f0?q`;2PIbUO`7z{j#CM^8GeeyG9 zKFMVaZuVFMSyR)0t0ewlEANG4EXr$@_chKND7fzY){AFGRd3# zB>@A+&QL+w8yFaQs`;M{!E?gWL|2+Wo*yO6R`q#faG%g{YW@-iHH`2KB_|B>+qS%R zw8el)S`f}Q$H41&p59X<3_|;#dN1i>&^2e4weJYNUb|4rhn)S2gJ&tstc!U4-Zi@|u+yy2(? z27TSF0&7h$P%92xIC&DUU(`Y?63?s3eeXir4`48;^ih096~ptCRqt*kJg-E0Zm`1h z#oB^CtEBCCE?U=?(Y*sq#)gyS?SdhOVsgz+nUrrbmKEZS68`&R^{&bVUO0eUZ zRtFjQ3l)F+wveHy*P^+;o($h>8mt(VWO#JxV&(1`ADnv@8Qijlg%u}P3DN!gzrP5raffA82BxOjXi3UQ0OufPrl_syq(7opl?sV=@ zs5eCe`R?EEuk%@Zo%KA=-fORW*1GZz&e1nhSC$dg|VuF6%Mg1_{Vv4T#97j zjPir;!{IEr)o1RA*vrD-?*ZN4x3jQZt$LG=5(^!lbFPhF&jLfWwa5Gyg~B<$&X2!Q z_@p2EaZV3~o4)t|xkyv6Q{M2ZmrJ2&XXo!F3<_xp4L4HTDCpNEw|;m_;i^i3Ih99Y{gr{hCs`Cu zoouuCa-PER?2wNJi4=Obj=Hpx8Wne1 z5T0Wv3r_4LJVB*yi*FE~(@VXSnS`e&b^%{=ABE97RwVcm9uKy2Y&zjl^O^3|7C@ox zZb_KB57E71$!Q;V3O@^$+NUq4u<%FB=2j;P<;!Pxs@hO6wOe+^(~QETKL%oA0g_W!kupn+pbEy)AZHDD-q7f!=$sAy5LzB;aX2P*}%%?^X6G3NFs6QMg3KV}&wEf6Ln*Gw^qpeH~Ue*Y$f5Svh zy>Fc6b0)m+MD32RWx^o4IbXAii9d;P3e1O07%rX7r|vP~8JmA)`fVm0rk%^SbY;Ty z`ChtZ2@@qp3eERAGEsj+t2C6&fZ+s>%Hl2tfRF`>at_*0>Y!DpL!9Z}j_uJ_L2AGeF zoiooc;a=dvzImL9i<>JGU0*Qq%6|5SEl-$e@M2y&P|C#jwH+?}?@S!hkL*1nW8%$i z*?-5lO#D@=*|mqeK7*wUKNfz9y9=H2SU7HS zV$!Hg79wuRPyL+2!uX!I>*Y_g5I^{4q3vrH{(N(bDSyU-s5f@z_J3FiXsHM&c4H%V z_@3gUWo!&e^Ix<$vf(q&NAr&r8!2uXTJsmM5wCxayJZd=nRDaET+(A>@=QgCH`;8R zS}RyGtii_1V-1ex6WEyL_p6iV&4#vz&cCAwZshY%!U#4}{b~8|-E7R*nDQpCj}1;?_bg8y8()sN^+~31a4M*??WY?Da#o978|yhJ z^BpyjbDM*|c@D=mHFGeMTN{7r3kR9HeG{ACa^S!2tG|XZ7ax3j3}sGS7zVFSeC^4F z@gYwuLk1TLNv|DlU*{rMP{;Gh=fdvR*tOgZ-EiAzqFSc~}r_))VN? zgKBR0K;mv5e8W@B9g=x?_uOu=WhM{JS8V5hsN~`5Ux|_z#lyr|{W}(Y=0T&{ch$#s z!ne#rPi+(*@`Xog{+rLox>PS`*$nbrtf%nYh!5pw;YE7pd=!d}qqDa0@#@3@;uSO>?F5)B0Y+QQ|n~%9wo@-*d_*mnA@JmrEA3X;*cPYK& z;|!_x6Z-`)?q^l(KOw-aM|#+sEP(gt8#+hs5j=Tu(D6G0ywc{#vhoE` zQ?IrzeJFq#OX;+*M1Y)qpXus%0{mkczqXJmK+@y8D&IQ=c+xzjyh|uR)0GDnb9n;P zUr({wJ|e&#^XW73hwx{7**X2E0Hd#|?|ZK(gr}PK=&(sb+%mK8R9h&7;gCcxW`Ph< zt_Q?lOoh-IQops?PKfJMRd#n;38D5$>bY>45XR^3a0?d+k!7L1PS;Tg|J`5Y^fm}_ zf5Q?+hMy36oeTXRg$VJ`Z;L_gL4vF4nq<9Ch|1=QkGGSB_|p_BZ+un=OHJz&<1>Y@ zTCQ~R@&zGW-Nxh^r3zvC_lK-HNr}{nIodj(^`XSXd%N z#sY6M=OQ8I&-S_@s1Ra(c41UxnGl?DDcPzIgjn@^o_9fw5Q{&xH`-MTq5G=V<9)dh z12_8kJ01~xX7>4K%|gVDy6zJ2Mu_Jb*R}dy3L!VCcf{j^5aM-;I>Htq=H4v~IQ~wE zL7_=|(?=mT89wj`?hqoIt;YP(D#VV*3GW+w$a_xHcLvIYNNw^K|3?eaHaccrvOtL0 z%g$fD*(b!^41cN3XCWF+tL|!+kaKYvacS)rqFtjD+rA1Bs(ip@fZ%+cJhU=QON8Ed z&hnQEA}DPRJD)jGgw%)SEru#0sCPYW5=|AMW%Ij-k&{K}cdw36(Ga1!%slqZJP|zH zh1r`;M95n)S7X3X1b$3Ved=rxEL*Sd)1N8AjCQ523R4lv)$YrzZA7qZjpn{vC_=-8 zzGGX>h^_GZ(p5JR*v&(`EL=t8TvuxVQb4W0$N7+_%nzEYMUa1B8(Qctg2MR)*X&k` zP&KBqFv3>^*Jd~0QQjhas?l9jzDtB)ll~di5h9e58k>X9unc3^;)%4#P1`t3DhS3!6mCB9uxna z|NfXS9!I12XN%P$O&UKZXR3#drZHq!aQT1=jqXH2f)epR>6*Ijx)O~)+$$yQ=`^+k zZLB-2L&Ks&L0LtMM(U~I3R;iGqc^;>F~l#{bkg;hLu2NO@F0;sjpbg#S0{{Jn?^B6hC-% z9*x8G$E@saXl%RtIG}wYjq{efPV6_Mk;8sU+P)H>MGLb*I$PkcMC5!1%6N zH0rlFnT5@uu`D{p_LCKj{UbGj2^KV(Z+t#EV*w41%QN$zn9|6K&Zspf{tug{@!k^N z|K^TX*gjH=qA)OL#f%rKW8J z_l}%qhl&F^7qw}#3(0=39(P`{!;{#SpCo@*k#n2$s5)l_jYaOCZ!KI#1EYNNn->us z?GYoAmE^qIxnts8XgruYUR8G~jfLr2s#VT3E_THzt|7P)CrqYnSx$7#+Vu6sda^%t zBTld%jn=lhwx2#UG)|6h%UDh0rpB_?xB#Nt;B0Rb!JU7#^iSm)8h6*Ha;c=zP|&>*;a_JNJ1B<`p5{ojK`PfzGSJ!1)O#w^~}XC$sL!Se0VgEX2F zGtQ_)l6@|jD7$r-hVJdU5&Io93@oG5UPO^RO6=cn+e5=f;lPsKLqxCdio>T!TveT) zR`+QdzZNX!g`Fb$?`!EZlW2?^{$y*LPDA!%)|J=iX{^c1oYa+1}E|zxCu-tETvP(iEFDnJkB2qU${9juR(pbm)z4Fyx z8qON4pQ`_%ap3Oa=+$I>$(gy*VNEgQvK($$=!%i0)?(ppFNWu7ak#U!7`6R<&4aFD zDCJQ4<;%p_)*n{?DOijIu7PcMpcqbS!5wptilI8x%w}{ac?xJl)`_od1vNHB}5ttvB;AflmWW|55qALDOcn6*X%cEt17FFYhT zL(e+K-Y!9Js#d?j9tj>jo)Mj~Ljq$P*$u-O3FHbQPR>0oLC=W?oX|W8tno!@^Gyl9 z2PHU28YGZC^mBQ|B{s2h+#+A@ih;BJ^oM_>C{V4tY0Qvf)sNq-RUJ~4CddM1#ExIF z=1~Gi3d;20;?z%4=!s7+iW`(7xbT5$sDccez0!O>kCj30oaruoMH!aWXMSiml_6$E zB*%D;49^s!rp)iUI4pHdp)A%mCh zm^o?dAj7Nie&aV?lwpr3)?@og8Q7uUBmWW{_M{NGUV@WUztVjh(Mg%9 zi-Jkq<;8n*qs|fAI4wIK0Iu_n`PWLQ|MHoA793>x3f5{t=w;n^15 z8Ja7DIm5a3y0HxWnVr0g(`Cr=wquHC$vlREVPAjlfWw=^xBYoN>j2RA}8~g zGsRN0VsmSUK#KZ^#0%qE$vt2Cc}7Dssl)WAJt9&c{T`K^oGP+jvvjw6xfC0o7`K}g zNilKb@wazK9a;9Osjs<5>d|TB{Led5beL3MzEMExxuh!K;{#IPPQArCSyDL7bBVBy zk|N1YHHLA7)Z-PsDGDi4sM={>n0}Dpg=XD#J5AnuqN=GADMecD+O(`_DfY$8-nfXw zrRN`wnR-BqXEiZd@AeQ~7yZ~R0a8r(9VcJnDTUAa?0?TLmE!X>n*noIDQ+ge)frqS zMb0?dh+!*5>V)jf54uvcS?IsZ(I$2O%(FFkiWD^;o}8UJO^U9!(`NrOM+#4_N5ef$ zDc0<*T^z4W;u@ZQ2<(%fD)O|M>1PQl)ETnx-4fFO$6k5bA%V`_TAlN45@c23{_ZXb zBway{&g~L(WTl#neJz23uJ^s#3JD4-%IBWECqdM}c~n~Pf| z*z%)r3TK4`=|TSNw2cx>u-o8LYAeAz<7FXc1`=d`FxoasTY~o~sez|vNU%D}jHNQ3 z@D^OroBKr!4dM97-Q+vs8{1`U|4oehid)q4$@&E5haHbZVg&Z=OWyHJjOf+JhQlkx zI3*e8ea{zTlfL zjB!US zCXznRuT@e;`a$sAz|@T{B7FuIqEuemR*3Y8+-+`!|aawP%jy zW-?#IoEmfN`)d)p&L*YJBXdZ{&~VGddm^khJYIe=MFeXWoqse|gd@eW9mQM7+@n+& za>9emAAjzcPbPC#{f#Y0BgouE-wZiYY%Ibdxoet@Mj~ugikb%l5log;UOz|Xy?@P( zc6t63;;dK9%0e=4uB<87cOvuW(#itk=6WIMfJol0S|MCUXlZet5O7Ej=EJX5b+c~}e3BZnaQy3Hppnm(wPuWKSvSO8c z?{*5%7PNXo$zuUxmeIXi|L=c`OMzqL&I>So)}oA?DFQ^lnb&2PB!E$}`@uJ71ekSO zi(#~1fIR-MCjWH;RHUBX`Nl_p*e-O<&9JK^KokI=h+C3B zCdreJigYK7R5w0)H~|Y@JMeMk?pBxKxqSHVE?&*I;v@Q3=aDH!eCX&WHT#a|BQ)!N zzTa3r9$P(0-S~?KFOLc9R}b)TTyx8KyM7*GjyI=I{mMf`ww3Q!9uF#CifzH+Au*0` zzq65tj6Rz;M&QAF)m{VMQyyyKb>p+1@L(gApT44!hoz53Cij=|aP6_-_8Sj)Se^Z% z&Ao(&JFc5LyYhIr+7_`kK8J_C?h9QC$vjNb8F%9G86HYoW3)oziQQteO*57U$2Faz z{zM+eo>SzUj^sfhD4=)g5gxYa>8mIl;z7?b>ZzYU5A1gNsqL;jbj)*d%UjOFCx;!& zwk_eo_*Z(ksWT7$Dh5Sg?RiMr67;Roh6g!@_U_}BJeaxXOq1#J(8$x_l<4tLmKJoc zK!Jy~inBItlj9-$<+)hbp>70UVV1u9(T(^4i>E8TbmKZdbK7faH!72lP1^RR8@h^B zC0`o5@yW>WQhaSUT({aBm{!#d%a(a9mD$}mo@+IB-NkNHxCB_<4d}+=14&W`pKe6E zc|LsU-VM#tl@DE9y0ObqH#N+l8?xv!%&_go*tf%DthKuFvV_@}Jh2<5$92~+l)F*n z@5Grkx*LDjeE6X(mJ43#EX`0U z2W!+n#MbdSh^vrVPGxc6ax*LXXa@&_vb1>J3J$)V)EEMxYz=BK;xUYTZ=B9EWbu_bB?8`xDx=rJC4`QERBsb{7fm_y+4=WdO zpi&_o%h>QWeN}S%1sh#SWm=*-HWp>&cI#KOQEK+rX8R*H zjH`Rx@7!Y}cFJQbNdX%NZvE~vxyr_GtMxwnFR>x4juMt0W<%veME%$OY`83Ze!yxc z!7aY|;n)^71}vD<5W$Av#Kf1wzHH=X6s0WjBzE=W&8Jte;T@*FvuP2DlTLuL9pQIp zgnL=A@n>Y$fpk+gcIC;P>eOc=Mmfk!dpaBG|DCO0JjBA2_xY=?tFfV4GVe!29}Dt6 zo!Zmo*;o;<4~kLw5HFlLfh} zEv(WHEIhKam?wJ2g7yiQx6@v-V0XBPx3-?(e#^X=TFt`7fQ-JEk676LFn46+9t$nC z8c!TSkT<~uzu=(77TCuE?yVPf_l({w-+|Eu=`MT(!2F6oH`&^I>wiUi&;+LE*>oS zMMDd-q1a@3GeD0=hJ){jR)DPhm#Y$k;Y-SWR3A1GY& zIJH8fnZlp>1@5a~QlJ*w>`ShvaHRClbzU0OfVhZcmC(Jl>iz0KX z`L~j*6bhnVJf$yDP3W=&o&O{n*1q$4lGPDPksWb$u-J z>t>?z=zNPy3?|f7v&0>3Ob9p{xti~oSk>P@wDtuPRS%nLGwPVQ=2Di_TE)bsIVJ7M zCz#lreKv8`JtpiHT&##MVB)61@{Xr@Ob9zICVkIhLTMAO&P`+D!NZozA&KNY?lq&_ zQ%uD8weNf%#Y95Et7D20OoYz8AMUu13F~n}&9qo1{s#a6|Nj(McRZEfAD59WB1M!` zqBKNv^5? zeCGS}Ip@4TSLVs)85>sZ$b#jq)@OZ)&hKrq#boimIT>N&HQ_8L5 z;%TXJ*r#$X+}{+$XmYqHUbw8=E|-gX-F(03S}r8kZ!ba_7xuK@q@RUcybou!41TsX)GpZ`+D#Z{Z?Z*xjX9Fi4h>|b#) zDf{92=xi=-Z1SC7md?e2eS=CbUUMzyxJCT_ z*`yKKMErJ)@~eejki6};ip5uwc&=@-@J;1HeYNYAdw01QFl=BgC4M^$S15T9zrBUK zcikd>bqXehDH1%&ikG}Fd&b3Y_F;#Ve?-6%rvkA^dyOQlblKOf7(AhGR)Gt)>)T)uMT%7Hg>b~eB7eazh%+M$oj%86B;`m&+ znqL=o9N?nv*00LTAGo-w^g15G z491P0t>od%=aUcf%t*f)$<1yx=D~-$qW{5=hj~Tqa@X8=NW7EqIK_#F$Hm85_Z{TH z;a&Du$xt3sNc>$`}&C8Jb8z@ZXSYOMw;iV@u8b@VBLX5e60Rc7sWETJIWSs$6AF<^~L}A zh|udfEuz_u_gfXGZ&YcAiQ>fh2W#4q;n`6Y@6wLoGR0$#*W2MXRw%x&yB*^u;!cH} zb_A|94Qdgz!y`#M^5*Au*ag^rzB;=DuV1$ol-hMbVU6QZuUQ8sKHthH^z1<5pXjX@ zGdeIYG%Iq$_YTB`*G}Cl(+MvR$ww5o180nDcJG(y#L!^DMweBc@Y~5^ud(aIzks;0 zlksFNreaW5)(P9sP3;$JJCVDfuXX#+P6V2HZ79*`!i=%Ix9XI-Ai8C1!igna;P>T9 zD8zLk&AW1=YepB6e$F{!_@E2CS6O{>U0pa=aUj6scNb3RX@r&!bm80Fd+y(Kx^W<1 zu$J1{4c2m(2Me9Mu`Sx$EG4}gDcdCLz3+G9;h8qsBz`xfugRSBVRb`juPr}7OaS#S zGZpQH1Smaw=fZk*0b(B9b5EWkfUdl;=t)xn%KlIfr`rlJd4Y>>p|b!37Lx9CkN~ri zPaaS^E`YoGM2k+W0FIw{=`HaBut)Dq?1&UV(>|@%o(B z34asE9@O`qZ(VKNgIU8hA1L1*ytVPx_3`RKoJGb$A@?5a`tV#_*1HE?;7ol&)}!5u z_p`~mXva>K9ksC*-k7Xc?})^ z=A83afcN7UcXo^k5Ozn>Nnum~)vM28{fpq^V)RaIKmgzHzPC}70DTDwPE4x+A=}cz z!m9-^y6>`^MewFfj<_hK6Z{}tqJ32W2RW6QyJG~np67a}^sE5gTH{k^1`6P1!qr|$ z>Nh0DZ?!ohz!C0PUdLVmK6>(Ky`2Kw%%jCFn+qVS*RW>VDgg|xd^~whSAc?~@+=We z0WO{7c4v@2i4KpN<4F2QS#6fv91*gws`qN;P&fSfqNb->x-rN->^t(b8+yk+rlv=B zW7EfE!=IbG5&gmS*?hfjn8-d2UA3VbW;QMfXUDow9Tjah^05mI&z1W&=5^s;tNYg5 zDP6eRv;CjDUl($6LRQ-z?1J^@WZC$wT{t>X(fCra3-fk~F1aVvg}DYTA5V0U^Ox`b zazjBU7M;4(N3haM`u|Kbzm$! zpx~9D1Iuir(-KQM(ANU>gs2X5FO98Q9oT_OTcW)JmUf^)VthD4y#toM!MdB+?a=HQ zo8fu49f{4yk4ijmN5>?uMGcYdP;>ARagS)n{mZ}qCH+U%=VnQ#uWpC3R^PkZ3hjtc z+9egyPwu_V=5nExd{nJ&(z_j&)A+bjR`lgPpNEdll#MyjgpYjJuHEm>gOkKN;bd~Zf1hhm{B0f&BSQJl-plc@ z^Zj!@;rHa-4gR%KU5W=?=NXb48@SkLF!*T~;S&y~n~DYGo%OWvkWx9!g~ox)#~T)t zcYam*+24v zBX8jTOKGNr=o{$x@OExo{04#kN*6VR-XO~7$rrD`3_eKr#WapHnDNUZeuV>;=0zs*CSZ2Wo05(zoa#`??k zDtB+NvG0U%PvJ~9tWF9gdMLADyE*jne?2tTvc^)l?KGaN-I8XBu_3zjW$tt#Hqt`| zujMq*h^YUzpRS_O|M|!1-;ZhNs`@|v8AYSs@7P&4BN}~Aenc7?(C}FONp;;88cm=2 zGMD<(a30%yi{ncpn)}{vsXh(!wZFx+#woZwNjY6mMIrOx+f3V}%+{_;oSQ;H&^oC= z>>P!Ldn2)HLMS|C_OHKWLcuvc^Ws9xFCNFGy}+kc8Exat>e+(h*1 zu0Q@^_Kf_G>0U!!q0rpaxA4k+3d%Pt-#)IT5Hb0{_RuzR^-U_mp5q4F_98&Zd;zb_8G7p3ua$EgOXX*4#yyu=<}LqkbL zbIq(3G`eKozLPQ~`tkY-Pe&ra|Mc(^J7c=pwi#+K<-mo;|M*tssL;k7#r?PZA~ zmoL&-e_KbbJe)?N>x~ZWI2sv`_Wuq`rtxymLEmfVX}p{18Pyk0Lv4#zc+EZv|GCt%y9uf0>a_<(62maH83`1!6$qqD#Mbmh?>t{$Z@xSlC)=3A`XvpR7nVwAW zJah8fV#925ZZo%Q9ZaY3%Sv)MDTSOWvO(gk+ySa!{G#m~3gOf;omC^^L{mA`f z_wT@(f4wwJoa@8&1T>a~8BMhE@am&&@PYYgYH5xaHX{)1#+Z56-9 zmDuO5@_Cd%%;;YVuJ{V8l195v~htj9)ak5rk_LN+3;SO4(d z#zx4AW*0vakLbHRGp-IBDQ`Z~l5^SUTjj?#RAXa6)U(5T8XHHxNFlM%B;9&57yM2u~`08F0Xt;%g z7@=FkqIMiO)_h$$ZyVYFPe;PsgoBm+9~6$RK)Ny3&hi+C z)O)RL=s^zl^o=CPT;jm<75`xAIpQZ|v+h&}4jPrZ7ib1>u=nBf!`Wv!*ph$MwkMc_ z0Lfx$w+IfV>TWZVd&t4<8m;LU%Q@Jjwff7;A`X_AMV)Sc$-zAD3-Nz5$$M<|uGPkc zgTq!`t8FVe2wlv6`CkhMjO**DgS8wij~7bT{l!6P)n`$eNes#x$1LxwGdOu}cg22f z2FA_d8<*=d_`Z=PFDuDF_mt>B^n3;{?uoRh$}%utp8EOQbOx?3R(sA>U~uDadHL9S z2G@lCFiTf6aIO}g?4ift(%#ZNa%&ls%s!sDX$3>xXO(Ip;-}h_J11iSgTl2bUfmiD z7DTen8CWrJ8yc$fF=Mb%@p?|5ErT%K&f%Hc7-T*g*0(WX@L9X^wV^J9DQ?Xrhe$jd zs~wz^XE6v|w0>xo4g-1Vp=mWl&PrG`WsWt2)i(mOj_e`!14NA~E->gZP1-dWM);2Z z>|Gi`3>H=DKe5`!!16B7FOsN?MjhyBZK*S=DmBs zW{{TraU;8#0k4G9l$}rPHaJ`{Dq|40PTTiTA;C#Iuxc62;LBOz1NS-@C0=wpRR1{&NjO&E7L;+#+ut`-Q>T{-mo_MDLW~ zs;2071|QQ`hUrVbK|;f+V?M%!f13PLNo^;%gkSp2C2?6SvHmUB!r*7!s#wEU44yrR zu?;41DTq3p$Rcr#(VUsx6ay!*DmM`l*CB(SJ*zkjVoZFtA0&F_igTYms3r9tDiPxl zJ)^> zN&IfFXOP%>eYYvmJFU#~2qtxlm)e|{^@xF{=Ud|sNepE7ySnv0A$_;Pe7;&TgBG(s zJEf-#5?rr#o0EF$_3{f|#}K<~CpQd|KJ#wseV}!k!R_SsD)lG^8YP~)?9MWficjQ6 z1QQ(2H73oEXOJXlHgY6-*{S}#m84JhI*bh*AobtO;oln#WZ*w7rE=*J25Ys4o_OtN z(9m&bZxZRxd*2eiFocia_!nv=Z_i-O?6amrgs0bSikEEiX0X(MrnzvqP4pIya z&(!2{Aaw5hy76Zm$hY>tl8xeEg;%wqyI$UO3L>FA@j7aZj2s0UuUL+;mU zPlUMjh+D#@OMyQ7a(xYisPpN@!`YR*A@dGyu8b2+&4=J2XzvK%!3 zeCN?Wjf1USC2MuayW}=H!1IydVE!|Yh3S(x*rj~BsZNE1dppA|r4$Js6$(cVePN@# zx5Ox`myKJKM*cg_Vk1=CLM*SIyx)2v|NJR32k~Dg>c1xMsKMIzU#i#`dFZxxQ7M_T zCWnXlykg_tcAbz%+2nst+%~U7HoAqTmd{RQ!y;^zvCCaHjxYEidMAO6XsNhS?iDtS zmj@Ik2C=bX*X#@2BW#rIdOI-f02{xbO4rzVuo0tHxLEoS8#8!^61RAWc4l32zNEp1 zoWvsQwS-?-kJMkY*~mtN(Pq^MBQ^|UN0W;63BQ;So-?S+hL2*zS2J-o&bhlggp&D> z{^9O)Z3Y{w`ubC96xdiGqVZu&iVf2nb$WWDY&`U$H0x#9@W@eX{!8XY_sEs)2LA{j zEUP_RP3)}b-TGym*eUv9zoWgM#(%PnpOoIy$U79EXez(S$ErwUt=cx6(+n znpP%Gc;S{gcf^z1Xl#GHwn;$vV2+jevzlBQ-L})WO(uM?_`j2{-x6N@{kQGb&MX>p zrp(bUyG^6lTmIb`;r+)B2rjH7yj$aJRlY3YzwV1Ii?Jh@b zR_ZKyc9MpQu5v{0QNrKC;tv*IqT!Oeaoow1@K^Oz6t|uR`=F!lz7_~jTnDEZ*&J@v=giq_P7vHdy#)!_R=pb#vrvsO5crl0M zXEDRzlPZmJ_Z4IA!xRpW2U<={Q1}(gsk}UyM%AN95>@}myqCVz^3MpFmo~jBUp7SH z$fqGIVJRB(l}=v>o=WV>%7`2#b99%)w|(+&DE$6%dWi*#!T@W=<@5Cvp5(6HiV6y8 zNjpDW=Tj(;KWnfekIc#C5=Q>dDSWGq&WPYp;5JxwoB^3DPw6EU7f?87Hc8^w3ko)I zx7H-YP*^(k>dE5)6!M4VG{jF+Fuhm&jdz30Z7K!D3b90Qx#l7Bi)3w3yzXo`g}{gt zK82?!#JJQf96CcBws@@!1^*1A>dRsjEW?#DJXYIc;L8*D?))DZ#Q-v*VyWsaKf+wkL4^*5!KHqzImd~9booV9>o$~(KkRqi+J^n_dv-+aYeVv#r}=|MZP0Go zHq*$U4O)}<7hEmdz)=~v{M3}#FF7)yq|t^h?WR^2l{U1gZ_3gUX@i-kakl?B3(8T) zobrcR*fuWP9`Kii?c!0f>prq@=XvavvF|Jx)D7)e+t0$5b(@rg*euAMlz327!ou~S z!*!$iEG+0qA1VP0W7Kq!lj$s!Ijhgxki&w>oVT5(f3!7q4DD-@=@6{ml;piQrwgvKI`m1$?S|Hl)U$~fV z#-rs>58F*>U&9>M-u<7khoI7DdB%d6KdRubinyowI@7v(RcpJH0Dp^sC|hTK}SMe--v#{i*TjK^4TKPGm%# zs)B0qlTT^(RoEpMW^zAP;@Rf8mc2VG@vzR~kryi9VA|G{QCfj48+VD!k_z1IE%=wV ztpY2k^nE)lDxh~%Pi@)U3Y55%&wYKd9GzMa>~JebQK@^St7|!KsYYE8`cj6X^lNL= zY|3zBidNjjOW^f-D)pBe`8qC&49o%?zD&G);R1N*+%4a8uoV9T009606j*sYRb3lZ z#!8BiiV_V-r9vfH5+#i!sf3WsQIeFBWGb15WC|%W*E}Bcy%+b~fl4AOl~*cBlBDl^ zf9>CX_C9+(d#!!Wv)9@B=3eYiMjer+HOp3Pts`X8yh?83JR?d~a+o9DPl&N9b|HH*ljyA5{4Q=|I$D#g%2i4t?9T2#AN}$n!P&B`CL$)DP&;u+M$Rgh7<>5A)XPz4?DUx8AWtFcRX^Rsn7st|k2 zdd?ud1`2wrH^Ve)FuC`exr;+Bd?F2}m8@!U^_ToxQI&c)gx2c|R@CGA#L1QBsr5(` zr|H!b{nq+g14_3lzO?pigviRtjoVi=B2Q+%qpEBpu1BW3E@L)8 z%vvT%;dUd4CPOJyKyv}r7)m5%YVbB~!f zFww`W%v{Q4fFbXEvF{`UE_*}7?Rx0wBc7{#G-tqQsr|!t9vu^Ie{#>9VnE_a+3Py0 zzw-XaJKH81=#DtXS~yI{u+32opBM&Ar+vJl%$Rr=Cseo9ngMggSLC1s10xT6osUrY znVu|Xzy8fY^?w=_v=a{i6Dw5%ym@R?-|xl;5Zra9z-7PVxKe{Y*<}WeKKf;2_`zQT}EvP&$pCCRuve48yvhC(o7QFTL9F)4t zf`#i%pX?|W#wvf?Z%<>v@2ZMaT|NtL+YM^8YN))gdS0M0SQs6WkXrwOg&i5XjgQ{5 z;AGsulK9So=)<9guvu#S;je=WMM?Ng9Jm^}jD*?;*;mWflPJn~Mt`DC!f9dcEpf zo=EzQX9XnU{@IC0)sl!IB)^?yl1NNgG~)Dv#MUxC8QJ$Fc03BwKKhNs3vX8P$TSIo zjgxyn3$m&2(N;nC#cYH--!0(o<$(2c(1`B<2S1j6H9C8QgF~Y%v46)on14Sm^YbYV z*5aL|tThLjmYZJRvFBj!f<=dyxN>ms*KB^>We((HAAR=r;lRt??fLH890a_ZdLSIk zf#i?!d0h`UIP7NDoD$1H)uv}{PDvcJJo75wk-f|R z6rYRs7>IBnEwTG`VJipOpEe0@k>OYIE;UMC~oO$Ca9H{fTRkOBm zptnWvNyZKi*gt}AT>%Hz{tDCd_i=DPzuHaV6B{k}CQ521*w9uNoTD;_gN3hNfBh-U zf!Xk()@!tk!lXDDe0uCddQ3kMbJgjW?) zIw=h_tb0J|w1HmsD4){l@fO|r9w8j?PS^3BkD~Mv6?v~Zz{aK~1<5_X*`PVyUH8eA zjlgZ9Nx6}1=s0cl%csswO4}|;y>BeM@z%B5NuBSla>cNFh<1b-(YvKz(v zB|G6$VqvpuZ6~UaE07Bwb)fUXUk9a}4v4ziE)ofCM~_s6mPJB4X1)!TyJxjSdUUe= zOldn*g!)#fZfu9ywy!&SDDYe zZaV{Rxt4|1K@3RpH!50s(ZMI*vCBGvj!B_Y5Br|e;U{dT(yu{>q1DID4I8Pt5jhrl zcO3)i1HZT*^ci5ya)y@+GLXxe`tPU#11}ejS^3t|5f~~z!OfvVQlZq};&mHr_#Qpb z|3$~35q3F#h)MeEW^Se{C1UK#Sjs1$Muccl}fO5l7T>UeQ44R;pRGgM}2 z&?pL;n`l6T!WI2-{tGln3QfE>E+~e_J^zb}WHE*whM8wd6~pIlL$aKDF~Zqy$D+lH zV1cbqYeEX45MHtBcyl52UJ(-gN`=tuyZq^wbs>)Z_|$)WA|Ex zRA1Xi`ZXgTJ9b>wsQi}?`_<{v9`^Ytm268jP0q)my&3Gont53MTxg}8YaV=N*DlJ; z%)|8g*_BK8AQrnA{e?|y=wqiK&QXXTHS`VY{H(v6JGG!t^8(t-+AygeEi;BvJ!kh583D?9U*i# z=tx@<9)vZyqd@ZEHG(gsUGj&CAK_kOb4c}1gJ)ug; zNW#!%R>@T~if}lULGw)lE$10g8ThN4`zMDO?&mChzbltu_{xgkeL(rc0kwtU7YYfEvPs^N^MyoOvN_T`XXXVIDet)p<+Vmt#>-`(t>QMm)QBjCTEJ zF_EBj{YkTZF~JuTpXw=9Ow8Q26&#{`Y*F-e_w-#w1m|bWRoyp*gi?2b&a3@}M6hh1 z`^TLHgr7~kQZOx#;1ks8QOU|BKJc9ASX?M19?d(0EUT_B|?wIH1sG$U8EaMOthL%D`i{OJT=fnv+> zo-{%?h&@kQB$42wFHp4`NF)|N7)~B&O(4c>vz<2g#}g5@ZgXm%M-qHPF@HV&-Xr|R z+tw#{1ruq_6V113?ht(Z`E_|EzC^?KVCUH`Z^BP6oBhz&li-_-Ogx`qN$^F?Hnnb^ z2S4BG5nDG0`0cyXd11aQti`%i9lNi=Pv_X&gGYi;bbPXWrB^6)MYdcEjS7RVDr?!8 zSp_g|9#eN{=ukiIpq z!ypZLg#p6zo~5D4>SE4qJF0(4G%2w^4f@IoX>CiX_sgEK?c}md+*jW`xwJA9qVbla zG}$bumPpmfva|8vdeNN|!r7SJR6&<4q|SvJ>|ZH`Yt?P z`tqb-9weUrr*w5BA42X@^Yc#>A}rGS!dKfOeDaT2ziCY|*81fYreqc2>V2v1{)NTp z^S-fU|IcEK-ylqKf6x$BqrTT8p#-OU&JRjZe%Qff*+#hyWiT5^^jPt@43`XLXZP+Z z!)3AfR-djid>60TZ}p=bZv_LioK-9E^rNO&=5Pfz^)lv->k{AR|PMxAaLZ-r7|3YW=B&)P61>pIJRl#TPld zXVs(fU4Kl+_j-I0-c*%RN8oz)`*lis4JiKer^w|~14gc{-sAqS0a49&qi&ctVu9T9 zN5S@ucr(;{Z)~O!6ZBFe{eO*k8|fSJ;$9Q3#4n=%Tha`b+)pR+=QJZGU@reB-)7hd zeDmLI(Tu4UFAa;%W^8-?JWDC58Im6BGk(r(flGR))=ilfa8f?I|L5C+tp$Yxl{;G@ z{%Gz%Zgwl)WIUXoa-|gx|8|O87;lCAEbYo(Mk}0x-DP&Ax8j{+agB0ME559j<*k-z z1F3eI+nv(}zUOMZdEssNq*0|?vxyELSGiG*E;{I!udnGbrz6zc&dn}`jym1!*-Jxo z?2YB6r>QVtbuP2}wmSpyT_+brmN9U9)u~=-%C{QlwW&*JG4b-?Eg7Y&Osx5})G1iD z9SIZCK`$>dL0=;8%D zWnylqtbLGGJ50^w9RC7$$}z4~7r6Gf^bd%G@c_ zj(6^^*7yC}Vcj{x^jOq^b=x;N>Bw|o&6hhitoU}M%^pZvJkX9!?H;jiu~fd9{hI&P zbU^>2duL002Y7F{tAA7LgwgAjt5Os?F`*;oxt{EVya7GGzJqG7j;&W>b;7$;toS~+ z6Akq<`g;vXOyxvh5I#a8a3(j-#+<~u%8wdTwj>G!bPL?wDWAt)xa+1b2^)<|p>IPe zA3bwCz$Jl1=)<`6{8=Qj+B9<$OGr%ez9eWiQvSJm)4um43F|lqT7DljfAi;Oi6bQV z0ye5Xo+82V5@0qyWMSXxnyTujEQmR3g+!OJa5G-u%%Nr$>a`Zye&et((M+@izhPl! z%d1`Tqm&Q!mA0w)&4PJPS=m8h62oVf^}doM(Kc{(+Dd`)tbycJVucG|xkcsj9bsUNxM+*y84vLFQRo%8yeN)v->XZ-eI-DF_ zMEOR)^(nDG^*9J}nl?e2?ZbP1E_Qc`#@Nl{qS3x1L2VHiD);A}Hk9HbLDao2 zbp;o;5`GzL6}XW2Z#kQ(M8((ly|}fRi(vDevC!nAa>XVCf!$o3ut`7Kv6qX$Ek?%C zMqGrX?74Qvn2X6{3)B?Nxp3Lo_w7GRF6`CSbPLaO@k8@V=Oq^|d}}%%s9)wH=I8zK ziECU8rFMQO_2c5AoC4UO`^h1Lx&5$yn^C623&M1{B>p>P_^cQo|<)Q+@6a$(xM+KT)CLHe-h5cJJWP!k2o%F238JhCv)N4ZpakLr1n2&f5UN#Ka;eonpG5k z{Fav^K2!WHd^UWrg5qyBW{BaL zG+i_5Lh+}}S5mzxmWzEp?s4BJ{v0fR{ww-Fe}(P`JSqN+d14#2DE_qHvL4T^p!R!v zBOi<6uW00xZ34xg3pu{ju7eBi@jmWmioY{U%~SsLQ0G99mOvliV#>$TXfuUlukp?J z52aJe{?ZNq*GZ%5%<%tp`YM+6`2RXtxL@C`Lg9FgL>T|1bjmz%Yd1mR+z3!z3m31R&NTJ>;9|2a zzr>?yD!U=#A`b%v z4UNB*dDxe3l3b_8!^hR_K7QM&`AUhRdOAEPbIvWDYrun+TT4j8K_0e`YVScxYrs+?=%H!LPuqy40QrzKI7DS6q28)oGp8^5kKc7_#}V^Kf4}wSc_ML-N=H z`@~=#l3oXx*oRZ?ZFNzNI3BDe7g;Y%ruz5qy8O=I!Jm2K3V$vSMrYQX%n;zAYhvW# z3ICtavqNFa@t_S;v#gVl8(%CF1EXg6n^OAqVFaxnm5FSzShC; zvIOdV;Q8$re$2%i^R}KeN{72WpA^GrTzp!s=5<_}Iwx5@|2^pgYMq}#291stsZs&>uHw#Iq-FE*aRY%pE-8D}6?G#SBvskA-iS)YD&+Sa8=XR|O zm}^bdMSB6i0#_1==dNYkxK7o}r#{yrL#TBs=zU65oo!b*Vh>68b|QT-qm@3~0iA1SW`2Zqz)tbfrw{ZFFkTB) z(-w8&e!#6Or2`!(w~vhJ+T8&qbuC6%X*+DjHItw3ZHInc^oybqCRDS={)RtgLPexs ztjwDU%g+;y{uWGR#t+`8q%&c0q_W_n853n%Cd{aQCgMZ5LpQ^iSZXvgx}=tgh84+k ze+5&|9TZABX2XR3o$cyr22|Y0AR{`KiStBcSoA6;HmXPEtSn++tCJ%R6HElG@jjMA z-J7Nl2;BRn%*2ACiTSd8OzhB$*f}82#F2RIKg(Y-U=e&&^2Ry_iUJknx@;K;+aDf$ z;R79&qN;Kw)ctW6lve=u77uI=)`Iv`S)OZ}(NQFyaQ0sl+-Bz-n>pBoB}S|JmaJ=nE_46egsMjP z77bq>k8DJ2*xXck$3|@IA6wi%-GD&DpN9OL28iTLlrPL|K$)df%?O9s|7aNxV z)%HqQKRHzub+Hn0Q%ZKLk}KdR_2%h9{R+(Noa;DbQvt678YO+VD-d|}*XbhV3TSJD zi;kQrN2o=#O1)q?(%lMQl&mesn!~F;;8Q6!8?;I03YS4gFk<*nX(>`{pW56wSBmAP zWPM6f2}V|2OjS8pf`Eybo$<@chq%rv-TDMes%j3(%sZP49EchXebkcYj7czFu1JKu0Ja!)4R{XJc|P ze>XoTwlf$10{{U3{|r}oJQQvdSGjVhOO%i#U6Q1dk))IqDP1H=5|Nvb>lHa;S6@Z$ztB1>(0*Lz4SNXjzA99{oE-ReO2jku6DuR^@VA$aJVb9h)_*8FqlC&oe z2DVMcZ@HZZo&L3d+cNUNWzB{2USfGbSd!K}Ta^RDtS7d`<2evNIeVI(@B)_ae6k^& z`vP2l9qI8A$N|dAHG|`o*^sfy+4tbrY;YBPC}n>=8_e$nnR)bNK~D5iq3okfknuI| z-MRQ2rk09#@O{gGim2_aj<(N%Sjc%X^Ew?=B`a3vop}byB6;PCC(@z+=vP&3gEWv5 zas1}omJET;ni75%PeJN7=a|v=1SqiZ*RK~$0GCr14_9rA2X#3nT2o@dB|nnoq8S5I zDQz`0RuptnTrKVL!y)cN*b%<4(FE zr6$dO|BxF7#%J~Im=C}}@#OAGxrb=28oYc&Ef_QN&GS`1N1*jzN)w|h4m;cYlrNhR zP~Fk*vO6CEDSt-)TUnZnd>iPtw|=ByLH)_u|E+$GqmhjZ%1)VRzvowD*3m3otgktIb0e5eZ zuz=)Nt4boF`HxrVD^13zhxYFu6p+zg&d*_hNk-$?m#NcA4QMd^BwpbO89NuBN<~bN zk-PM9%IXyvi5g!I2K?aZV@1>W`gr<1RsYO`$$0b3{?7^1B-;a`OaDue>MNpsy2~E=*qFz>G1v|!T_xmc;`OxiIT33akwj0Jh zq^q#vtW&D0dnJ~{|9sPsR)N}HiPLqG<=Fox!+79NDa!EsbXwjkL4}YZj{ib2QZnv3 z-Cb9V6<00OCP{^;m;KP2<5++cms06pyYtce_p74eD>)f)E(Z&KnYZwjW#g2> zs(|vGEOZytDkS7*;>mSsdmv#t479J>6%$i2&AP>+$ZE%!tucCNEilDQg! zl#=g;=LG#Q(5ilyX{{&nU8+udtiB8R)}<6(mDE5!=OQa2-=i;w{!%8LGS(!y-edr5Xg!* z79m8yRKn{Ml#Xy1iD~k4?Bl&#n>hHL#PA3NwE!KTobrfx2k_#3s*YaPeC9oCq}?82&!uH}o>#V!-Dqfr%`* z?mBXVe<>SoiNwk!ZO;W-N|xwSP%h}+>tJ6W%Y#gkM7Z&d0?;bxe(pAr58FZoSMd85 zLB{@E(-)G(aPR&*_u{frcwH+~cko0RRDL#p*6&#XpT-Mxbg%+?rtgL6Nmar1qm(;G zbSr_Jwfc?T%4#s9Rj91qQw`EzR31fKsR5bCF%niC)!-oM>EB+%)5CJ_*J`ye^ZSv? z>iJrDshd}~{zN^9>M3mf-cSd|Lnc-o$Lb-?Q`;ngR1e(*U*q`DdWaTVc5s<~J-qy~ z>{E<35uP{jKa~Df59dylX@CAnga*?g?|XGbuqcha;FKp9GpcWl^db)(&2FNLrtJ$m-Fg`dlPg_Id5L) z(+pOXj$sFV5OhvYA1kbC2H*El(Fd^^&P^?N>kKx5%$^M@UPTCw&->(iXicCOS2|>5 zNP!#;Z)GQ-fU-O5TBb`g^!zsv;-Gy{$6RmxY_1U-_6m;L+H3~K})QeKlN!0INKj9DNkjO(a9i))4o`8y_| z`w&hp{@TqIr9j-)adt#mGiXicciGfXz>v86%Co~1VEFBj)D5RVmqOh#)=>)hwiVe> z@3cTs{;uFvhAnU}o^@f@yB5%|rpuLdw!qD)N4I4CsNlKYW{ToNg-^>>v~34M zjgH(nNP~55p?^t+G*}3W`m@)Z22}<3bsBHbz()5H^Q<$^|B?aYlOGK#)}$T`cua$s zvx&j$l4(Hw=f_`@O9R2C$QY|?8jSV*u$6D2!B5=+rQaPisQEUb`C*U-DkItkU;JC) z7u8I(J(4Fs-waAlX@$o7d&f@Yw?c2q|GK``w1Qf|g}0&9R@g1+X}Ynq72X?A1FDBw zVPx7;`Q+DD@cYBw-8a_?gI|8XvJ#|0hk*F$cf50{zTfS4MUe(pA_gnEchf*={E6jh z9iBayZ9_MrL6~@wyuJku^uLnFTW-=o_HbX0fh!Fta+#xT4{30YwQH+sGz~^W8i(Jc z^89wRCfFA6&gQeM)o~4pmts?V*F7-sn3xLI)k@=_UFpIvAYnU>aYd zgL-pNZqF?`*sZsowREF{bzc6ju|PUV8@xx47&_3@q7U(>^ZexHR0xH1STJ(iytSSV z9rY@Cbu>EUWl66+*+qu{?$X2lcXTM4Txo4LNr&FIEnmO=rNcV5{x?Tq1`n@$Mc-Nm z6cIaoH*I0Sp^g}~syYMsiuO4S=rBMvcUoTBhyi1Ex3Y-l444zLKiqzu0ZN03z0M8{ zAlx`M(Dok_;zrdL%qEziQJUSX{hJBq&o*gfFK0pK-W%(ZBv>GIp;}B>js+Q8HR%J} zSYWW^`EOd21tLPfR~*r2!O1}dz1*`bc-%~mP_$%0%~t2lP?H?9GB~yDN&X z{>K7!S#3-E1Qys>eePV!WI#Dr5j+@AJLGlB2=N8fwPSfF$|lE5#?g4FM0XHz%w_FtcFp{~Y)&a-`d z%mXZVzc{?h>NxNG>u)E{nz3Ni^M-J=HH-Iuj=ibWz=XP_$$k=x2_^vt&Y1Qx;b~37KhqLj|5urmo95sfw?<*co_6pXZ zJrAe(if6~tKc0Q6ASscDqtYL3xt)hIX0^hF%)?k=W#n;IslHZ2WVFqzOB>C`(p zz=SnV&bU1N&WmHdX@jEzEMR+Dzq54X#dlvX)&DUQ4s9Qu9J$Eg#gECmI~+PRzUo#L zdrt?cSKT{5{N}wcB(7TSNQca2j37SVyNxUIlb27RgWy3KE34 zZR)qEaPA9VOrI+i8s(loaO2epD~H3aqA|SrWgO!dX;he!;j|noq(TfIO{=Sp3ih+V zn(xqf`joHBB6O(`kjMyCHl_kscy=S_G8Lk_UpvIyrh>lCnZj5PDy;i?Zm&Qn6`sC$ zAKl^70{nl)`L%;upjRy4(lVh1GA#C|Pv*CP4*lOyt$GWX{qKvU5>lYRYg_$zJg-h) zGg$cd9zjbbJ+4WSSEuPd2VdtP5P$lPoL4|FAYHC<&uxTDMHxGC9GZYHl974iR1-9w z*?9P_NdsgWYc|gKH$XvS;H$9#GW0C@dOo#ifIz27^Tst~m?D2b!G1Dmo;Yq2Th{;% z;iQu7gJht5QCqX+CDC?y@vy+bF# zw}m~rn+}s8XZ`FpL01wG6~oE(>xmFmCvbX6lL%y*8v7l)4nj{fZ!CCF51N4*y>F$7 zuu%GQN5i&ykosd-ONy!ovmcI3SFbu~@RrpII$H}aq2rG}(5s-3EV1*0Q#FJxiPBeF zRD;ZpkiLtLs(^cW!AxCHxDd1Ay{Y5@15#|!aU!Ph{fH!ob)Ne=t z)vAY61$qgfHeMc_d?*&|8@B{M(vE_#BEGuadm~_7f3`^UOc2;zWsM27`@_v!_uaB` zz2KT!%0zCh4^V3DUW9qs0l#yjLA`|oWSf4`;fuHml;R1Jlgt*#x$BvE{Khfxe$%N@ z`{6c9+`7|4J$n=1{S8Tvw|Bwim)n)Z4W01OuJ<3rhTM7mx$U7C88>|XXyEifY9L14 z6)+KSd5F64i|S^KV3crayP^I*2t{VLH4w%_(JihbX`Vk6O%lH0_KC+BqaoK;BJdbr zMw&}RJH?@S=*}-qGqKow?(ZqGL@eeWIn7?i3v_Sy6??y15m5hF+f~bn1l*x+VBFx7 zfDxHx^4BH^7#Y1Ue4P&g-*1%56K5x3r~UtkU79JVA9%^MDm@j?r6k{0S4l;)Pu7OI zw$E^&N9X*}@pQCyzn*DyA_FHJpFQ>GJj33V<#zA4JV)V`m(M@knuQ4?QxOX_**G@5 zI=09o8}Gk5@FZ_p4$j4Vrm5!V;GXPn^=t3sVC29($x(@1+?V#iL7^)LiNg!S-Iwz) zOJ45L(!V^^>VHREc#)56aiyW9JNc+DwP*a+WC2FWm`GRE6rk?e5Z$!Pg{aG(Gf?EJnLW-Vt=PjX3p_qw6_1|!jULOwZ<7$>HZ?@VaRhgJSfK9v8PLX4T`bHzgX|B zcrn@!_$6uf6=CDRvtw6%iZMncmikn`7#U};-dZA;ptT1#CFDveDjABeP1{n6HCE>O zbrU7nL89j#vo1rkJ7r1!+sm*=e6WvI?S z7BPWkXt-xh`ooAa92l4|U4Om|(`AYETuM2roY1>_=W#j8WI31#nU|yY`Iyn%P30K2 zXVb`bVmVe!yf0z}mE*<>zc$}KU5+uKwFH%qHnu!XVMPV***-1PWm17fgBS8Qr&geU>bO^L zKm}gwxRDoTTY>xIv#k%TsYGI|r^LWq1^$)z)$&ch5;xoXgoSOZ#FV?H$+BXVNK1L5 z$GT97DjI^qR}NL8S+8Kf^jIZMl*SL&s8`{?DRIiVwN)r;_uuJk%POok9E~v4uR@Eb zv~`mzRrvVPt)m3dDim3|&U{i=g{hA+rZv;5P<`J`xd-p7u&L<7ur#v@H?-Y&`$N1M zw>gZ5uBxj>n}Tia!Ku}l>9<35D4-gf;{`5RQS&i8V4yuz+ zYLLAuTIZBU4Qkh!I$IEHP|!ttjXbFq4T%n0`KPRI-nVVy_h{m+P3bU?F*tH_m*Y0Z*dWR5h>=SE7y-R|M{ejIWfxEm=?gSe*qipnvy+DX_rnjZ9i-tndF)$`7#(B$=QSmd z(2XIgeKaQ}Vvye~`!MwSQATaGi(_|2<^y(tV7k<0WsBgsV0v*{<6 zp-k*kePaAvm5KUyCe&Z^vv8$UPSAnxOx$NHqJQ0ng)S$YPaE%G;TW1a$z-r_=e^#o z;_WQdDsDOxy{QdjBDF5e$F$+7PI#D~0vp*wLfb{#+wc;-O+;j|4YO_&x>ns|V{&S{ zVx%P-=YBDi-bJ&~oavDxp25byKY?ss#zx^Ew|DsdVk4K$2)1L%Xug)s92eIw8_K8=Zbu*TUWHu;+HuzX z&b;r5c07K(lf|-V$7a1B{onuBjtT!W-F@D>9hWga%{&Tk$M70E(X!-rJUnZkvM#b6 zvlLtesMp(3(ZBiLF0*!QU3&2As!coc5j;t~=Ivu0Z{5*reJaN{wqu~BYJiYr zJGO6)?ob`&B1K4JcJnM3_pS=r$6#~uLP%grLNga#3*_VGJ-KN0M?m!187?w3W{)K+ zbFrlBx^49k2T9fQPgQFU2kv2=@W1!cSqgB34dbjWVQIR2wy-pOtFWw*fB zZRgtXmZGR+uTUGl?iRJue8)oP*V>SKO+?)AUCJc17 zQ_=q-!N63TkD03Fblh-4K73gM9c`Ng$0HDo4m2NR+se7RwM|y2sF-6ktKa--;x&<%hpd%MBJw0zuz~j|4z1` zjc?i5>C_giIm-E6xJ1Fg)~VW!n_G}Udu*XtMnMbec-aSC3hI43_pV_h1=WTN)~vaK zIN|PSy%^q%8za6dMSYY{-+>rp2G>gb`8wM}i)ExE_m~`f@4z>rgs=;%@K3 zIyAU%wB-Gv2J=qu8gw(L#b4k2-@H6ggDm161F76*U4ew0oV5ejD$v0pX<;a&1b6D_pN{P)!QrMecU2OKu`a3i z9qU37Uefy_D)C<-s)ba$z0NN{{)2CpR=efnA&KUdA4c*~ok|w{H<62G(V`oh=3bzb zVxRrlpd3_Ib3T^bpNVn9wxQ~0o}+ezBV$iU2KFa(D%5nRq0H$+kIs%KW4g`x(X8+! z9Gy0L?jTD*<(*Q39fAbZ*nQcNEfI&x*EeszED(zeuNz#NO@mSAk>fqw=YylV-dcXo z+)+mQhWeASdzh)Jp1g9^QPi{SU)+5CEEK#wTKFgSCQ#=Ds%ope;fTKX^4rxR5MWlj z7``)-*H6AS&24-P<|~!AFt6nr zhi$q}I=rag5I8T9392-!6S~W@!F7wwQaSHG9gtt1(b@I_WN0y#(TOjhWSzd!=a@W* zbILyZ)F2P`Wj_&JzLW=_R;((GZ!Q3D6#4 z8H9wq{kucC9Ik{N%F0)-fXrRN!i79(U=pd}X zwoZ;48Kf-U7=GW<0AxKC#!_q}bV(b=Y4bP3&AACLt;HsYcko{oJ=X-<9g3t4P0bMK z_*|He)(n}gqxL>s&G7TbWyR_mgr2(z`H%Y%oG35U1&*{p(UzgJWXl$)mvk1;m2H7g zOYM^7@>J+G{N)|=p#`ouh1c7KQDNS8MK0f2DwuI>P3Cz0>bn&-gGY%}72B z7!7(V#qw@@(&6!l>#sM;bhz?z?qlg$24wnN=$*Yu2kQzci*KmKYi z`kqXKr&{Y9ULB!>8Fg>!?snd~r}kC+_(=ox_-8G?Tj}6FS&*2xf&qk+CNekaJiq73 z(%W#0sNlA?43bO*ex5Jka(X7nSXQ~!>KIzSA0wDX(J2x*LrMz<fn6xi@uQUz4Gkeo8?<+h&-dcG4P-}JdK*q0*cdX5WzUr(J}wB*8=2<(fw z%Z2Q{d~#cSxS)I3S%w_Og$WFfG$nAM=;Zw~U$VHs+G)BNQqBdly3_l%HF2RrW6b{z zn+pp?j`kV-To7};c_iG2118q~y~ZlH?_#jD*T6O+``>D!Wwns#HP?sqCcj6-f~?@35}h9iNLRiZqns zcYc3;9_M^M=k+?T=lh&<&$Z8-c&B%w2~CCrb&o@upljT>#2~f_$~p(nR$OmF__{&+ z%{fibuy^0o{J056roId~RW*Swq4<;6)P#`?on^;ZO-KqZvHJ0`39I9;uaEfAgjp>! zc{7BY;c{yJ>MPRC5V`PES5dhc8jmG7**eWQcPrC&`Fir+GCaP_vKbyJodw1_o1xjM z@uucLGZwGTVcDK+hH4QV7D!!VT^vtq!O*FBC6{trU@h=JFIz_1&wHQeRJY(D?e&O$YYVP4 z?<%Ncx8S>ny@l(i7U(|WHV*!3LHPUHf-|D62#rdaoSN5)Z~dYcVXCc|ueRWF--=cQ zd)QfMZfM0bk-XUDTU)WZ>GFR1&Q_Ra^j;g^--`6~`))BltvC^Mv-!dq^4-4&#?q0k zV7*KnD++BxZse57kMnKtT#-B9Ke`RGV-L%0NNj_cv($RKt8G~QI70E>%{F)ptx#9L z+lJEpq8XI6A#cz1jz8sXXfdsLP+i@Ij?P)FvGr|e*r*%n z*xCm1XIHHhJKB)1!C?y6ZSZ|>J(w?O!{(Ro-TgncVd8ehBBRkZys&(*blP|u&h+NS z*G{&&8Fe-rSz>bGBo5-)@M5x(lAZwdvb;<4OVeCqxLPMVM1@3 znYu0wX}xRH`qz?in#&v?ZJ^=Q8S$0J%xJjksWhr%MZ^6puLGaA(=dBh>{qx@Xz7&Y@2i%V$}>f^N91WJ1`kN6=gRYs>$n+!{1n+;u zG^ElXnjUiMN(K!o%W}T#$)X`tP;06Ah=!h)1K-AqX|T~4%ddJy!@Slh&-h9jwEhOK zajv1^)_rNQEW(eYu<7G*!f)G^mo?>GG<&N97u zWqavZaUw!2;xHZMTNfR-_Mu};T`Tu7@mZRn^_Cw*$06bWLJQB)AwPP-ASjxSViCJI zo<1FaJW>m#uhHT5`t`K4#HX}&f4MpF8B0h$HHY}9)y-beLwvq_a!=NJ*@|B zX&H3H3B+aHvgk;-Vk5uk5z#GEyTB=?LvgX%!F$h0Tg0`*qmmAmdES1_8ahN9G!G2D zr=zvT@pcJ~j>fT;mBYuIJLxn>Zmg*++-P6N9ujLv)18x-N(wqr>dztT>xL zbhzkV_%ug|fqXyZ^-OUF#?siQ)1(;CXrS)zkz?Rlm{5c2A_i1ztp&Y{8CX_X`Rkz; z1D~5_&OE-7fiAP73s%wCoXZqy4 zMIRZcTazHe8)o2_@4@*w-x(-W7+3L{V4ysW1@6pdPUS(GM|~N@*N`xKiO@v zA6JrjK3hvKUB|?oRayz*CQKNds<*HvyfP9nB}aJm@44}U@5sc#cRHsEU746x)~ypn zcWs&e{-W1?N;&;};* z7GL#lGGiiE?|RpBD<-_-Vt1F=GZ9r#=2hm*#7@H#bhG~$80fVLwt3A!xKWypO&wW3 z2|Cv{wvhd>wL-V;0(l;8{coa&tS`@N_nIjNWPhyRWtGN2d39K<=Lp#s!54J-_Zbj6 z7a=GpV8A2hm*v?f44iXwt2QfVpz*Cwl|(fICHcZ%=|o>8ao8=5=*QJfdF*LtKukIR zfeM>}k)o((is(D{dHUoIGGID1I^<3CjkNR6ul&UT&oD#h*FOfX1zOa-5@F&Rtx+*r zf{BQSoc`_em>6i$p%yG8>m&JOHD84Zi#r_cJPjshH>4H&kvh}0eSWqH7_b@e-g4~| z1G{$Lig`uqydj`8AcEBSi)&sxNSz(4Ix-8DGL9kZ$R=2&b)BP3WWP5*Z}5=l zx9xYGC}Kj&;=a(Ur%W_gG~ExYU}D(*&aJyL?Z~qo)^$~AhtOKv>r!g%NRn4`sb1EO zOIexSe!A_L9bt9yKcep|J+HKBLp%Py2$wr!){a|;6~a`k+7VT?YrJ-QI}XWArh7ZJ zqp;;^xTJeK9>$#Rp7yjIyw1`%JMVThC2Wu%_HD=f_`6@?&a`86c>Xl4@OH#H2WKdB zw4-5-Zhi&39h;YU*BlVE!_?g*cIKyc#66kcP&(3%uxZ~4cmHZfNTYmfaX~wp9d^IT z66rvNp49dY5*_GTAsSdew*#lQxu|Yg(18V){~Rn+?!aV4jd|?*4*aNcu-LBCfqz4} zXTNoHpiTJSk#p-h;C58V|JcS3Y$+Gnw86XsT9f_-fnPen)LnLS_4f|g-!I}${_cR> z;qlRrQyp-0l6tJ=)`_Ps<||$IccNt|=8^BbPISFh2oOKs3Ge(Fb4^t`al>TA{L-bJ z(Bex;IGyXn+3aN^d2JDn)995c9+ z(}|RbT^zBgPNcnyI<-LE-$^=%jAe8qc8 z>br0~^X8IGEnQfX!4w!VyHJrOY#+_)LV6Q(-)w#t9E77=o_y?rZl~kN<6pWkS*WM8 z>PHt&Pvs_#Pjq2zwp~W`^ls>Wic*Q6*^M~8quX~%cf)1Pb@N5?-3WRmlfqZ(hS8mw zU+*pHMuL*zA~&6GR5+#07h6rnZM{5p&#)T}H8tyX(2df2;`_5Kx^b+N{#3%Y8?oZc zT^M=YFsK_$TmQHlM_%{TkNvSD#7HyP>97 zZ}z5(_<1)jj^K7BiRICJUT|SP=R! zyijQd3js6!8uUuBU@LvaJztK6gpP!`Q;S$oVeNdoUY&(czK7=sX|qs1u70Y1B?}E9 z{e8*nSh$;Z&BfV-h3M=%kCZJ~5caD+p?|y&vE>14l=?YWmuItJmviMnSRM=Y+a5nOeau4GCxz1@FNn_$kB9ZISlE*x zP)V$1L9tNwwL=pNYWDD*&tSp*UzuW0HwzDYxsUJgSm=nb(D3-kf{AakujUuhFP)t* z^qqyu@w(uW2^KEQX-B~H9%x>1=vz0l2VzHkf+ptl;DSuHRMq?*>}>l|9;wuWLx-KO zTQ2E=jve)4mQD}a-~C?Kx~c~O7gN+z4axWSJTADR2a-$P>{PMr!OhgMm_FMc%=)J- zQm~^3p*0$rr`&q*R${B%`U5>M)pT7n<=KPAMWP#OPV^w9)2cQ)um?8|{a3X$vbM~992wCTPjtJuiA z-KVg}kPXS9BR8bMhCjNO;#zv~)K3?~JHVXb} zrrz^pW7RxW3GWkZBv!H|)&vqg_Drw8A#B`tEFG(jWaGfhTcOFZY@E=EsdPzUW9yY~ z7HT)x@OVsF4cubGwtR_YK@J=5%c~A}=d*Essd}VRDI11E)`pcY*vODcm)Kav#zs9S zxx`xHuUavc*~o^_Fr(oBjg2)%!XxYsHUtF^j;gWQxTqQ8TX*9F1Y4e0O5XZ_<*LsY zCuDtqXST)A&W9i1Wxtg2D*Aw2+vvcGvJXf)&7O{zA7Jn^G?iEV0lP#UTT<)EceA(q z?r8l0Q9!Q0fP*$NiSivEP-h|G!(o3wLr_I}uHXZT`+jdf`RM~rQ*UJqM?c`*(yv#i zjemeSt@TR%ICQ#aU*14WJaGbUCXC~eYuHQkAQHEye9PDMKzMX!LgFh_&Z|@#(pb#L`oK(cY!)aQ( zT%U5VCgj=pk_ryKKA8J_#r% z+uTR;30(>UmN8!Wlf#X(!d3?q=rbI zJ|~F>V;p=dn_hM758)WU!hEF=7Y)yzWqcRsV(&`1))!J-99XN>7b?evWz6b+(?wi3 zdrozWsB;lA;9gg+#l@u~txpnGa&dikV7C1_E}9LsZ_1i*G4cJ`^{&lanBAOzE7OJx zF{zgY`yI)6$%fh`u3U@_m=6r><3c!UiEQB!E=(`DTKOI4!s%y8w0-~==M#!reg|{$ zdhQOTSLeBS>B#nrjN!tt>r#VdG8bBNcdANU=OS|5ci+}bE@rj7EW4V`g{BQd;GDEovHjxeJgikV+UTjl!}pIeJA#_n9z9V>aLnG{M1UBiQ3 z!he&O40xEIcI@HN^*l(#i;8L*^U!5D@4$N#9u(A~+cPtHi2HGS(Buve4MNvj{@&wZ z^26v4ZVnHsGg5vJJm8_cBT#c*J`Zwa>Fg*X^P%gGW zljM5i;p!``%tvrYNW~y{iR1quF0fzh0dKk zC};RRtt7erqk^ufb9ks-vE@`O$t6Fn!{#f=<@m8san}G3;nYE1Imu;RU67&rl?U58 zuWeD^cnBC!8u?6e?N^T;Ng@2!eB5UCvz3RYeUc`-iO(OC>ep3-Usw1c!(NiBW>@az zEwlLWP|LT^ljNh>_%~%kd|cBtpC6Yc{gY~8lEf!1-Z#>R@Qb|6N{l19mh7{dSW0~C z(k5cg5q<^-SLUZ{@^M32=g*i9A1)h~-P)$d$A(7lh>xOtXtv1j6E@(Z?1;;iee3yP zZTx0lVa!Kf$tK1EQ$EzC&Tk1Y=VL%>n@Y1KAEu@1 zjG4*&@Hga{nV)sImXD3$%Oid3`G_rl;+@{e$MPie9y*xiRpq~#7L+zd2gM9oIUDCI4n2%Ef zt5#=?@L~U9t&G@rlJ}39`_W%~@VI?~#y`Ygtt52CBp=<2Ttt(EDEw`%@EI1Na3$x} zE1MY<`j0!VdL%)?WGYivYz~Fsgr7SP&7+X$?(R`7N5N%ETUKo$1&93e9g&MDgv2hr z+pj`l&&6{+HtG~KwO9p@H7J~lU!EYZP2LZk{28`_!pg?cXZ|9IX`}AuE z>(@~*^RF^9+d$!r-1+(oB-iTh<4ONWt`#Gt;eMa^5c^d!$|1Qf=-$1vWt5LN?b{+n zBv*1(r9ft!zU3eB%MJFqJWYTTLSuLOgat_PES_sBF2En_LZ{oa1n}}} z5}lG1;M@(q>w&ofgv|{7Tq7&M66ui;tpx&5%Y~bh6a^63D4h6RS%7v<;Ze86r2oHp zJ6|sq;N6Y$EDbFIRNkMlO=Or%tr1|sgSj3&0|7?5wXZ00DGbPD zB_vZ6R#>NnO!bi*GCFgQ4N~wiuR6&Xq9Ee0DsMz`)vOOwyi0P~Z8$I?`is=@_NuO9 zB-iX_P8p5l`o1do@;V^_R#FxxZix{8$BH(>Gl=irqnbx01PCy_d`^n^6s^$M8$f(I zE(&d64N#bxlObcGrr@t_v(kw8Ot%V- zxJCFqIvF!GMflCTSd)5y@Ow)`;Tyv5in82kbtwTtUWn>mB>a*Ld}j6$er3BZtg!q) zzpo+14+uZyU24~7stDkC;3@kU;rD(0SYQj`H>ne4w~FwKD!XErO8D(Psp0mE@SCWN zws#}^zC~P^RY~|g8(rk0VkCf(d&=awjl>smFZia!XLr$tO`8SaD0^+WvqgZ-E2Lge zSQFlxvYAeHq(1ot>W>{r+vxo}iCqE|4H+!;auL8uyEv$Bw*W4(jT+kf1kjGi-JE<- z0JA&Bsy_}Boy;ePb{`cWk-PZ!J0Ai5N(FdW`U;TQt1>#~FTl{if3IHK2;eclW{tkR z0O4JAk%mM+>s#%jnWP?da!X&wl6nVk5?Vg1pF-*LW2JS3dn9|CUt|M?ku8i|`!))u zg0DxWb&_*Uk=Oh-j)MJ*hI5ja3HQOZss3aiS&rTJv<{#!WPAlL9Z3D+>-cM&DbQ<@ za-#N-eODf<|Lg#%v+tXs5_t;yXMA$LO3ual;;0{o$$8tb+(Fczoa3jQboFb=IbMEu zqs<_XkF95&{d;@)kVtFTUopT(u9BA5=^;K+_WSJd$RWR5l!e~t19DEw<-9wQPtL_Z zJ4g9NeDoH#Jd;f1!~ErP{WB?iP~X*zxL5g5@apNcyupWTtm2yDbUxfth9?%@Cg6E~S|7xvb1uNpW^6cm8?R+G8 zW-mOtmXGkw+GS;md~Bf&8=VvIU_TMQDegNDTVDyc?I!me$0wOr_HxO+fXBYaA@{4$ zD;+O8$bHSwE>5C4p4>OyN{U60cFe)hw&-$l-#n~s6>*!~yM}G|_{0&t9R{-spY!12 zBR8+7kOxa?j-6iuxj(#8+P}w_hwBnXimUy3_#XfO0RR6CS9v^C?-wQ{m6R=8S<{Au z?0HJ@LnTRCC_<^eSt?1WREkKckQRg}OB4|mN_!#ujBU(r%-m^JBGvEx>wMmO=RVJU z&N=ryXL2l${LLw4Lh-M?_1JMHlDKMfpM)?`%VSIKY+%CniLXcDJtj`9%TG(LWWwDb z^3k(%Ob8ddzw%3FV#aR;8)+C-b@_dkgq*0fCe;J^6d~lwaF$nEETbBJe1J@bxLDQoc2pJE* z61;+eZW)_RKRpVz~i?rtaubZtKUe=h3m2-hQ||zZ?9lu^(LJ z(qhH;JrV?(BW_BNTXeLGF6!alVXLnysN*|Pt zY_)et?*nUHkG&82@NBj9guuBEjFXn4Soc0$xShDw#;OlLS9K`&JM_V>!RJeruoq&f z$$J$#dtqZ$F#e{m7w--n|7Uln7xu3X9-UI&iK-`rGB5JqX#z+K+)A zwO#Q**%vhEzBE7d;~fp>FE)2NKcd0%L)0b5WEwiHGn0f- zG!z@%+c|cEhWoqc{e2%o!|p3Lb51M`?{=6*%&?|mTNvxr7SJ#f^E~6F zF%1XlQb?1cL1*agr0w6jvEz5Az=hR~e@RuK3A&N@p!m{-hHjJ}JoXa^IDDFGAlh%oBHN|AjyPaTe{V*@6uoJA0C-OUkI^*r@FPairaDa zi=Mj9P&?GN>%>Hdw4;39`YPJ0b|`wTXY3Dd$CQY5#@{Bl!V34lXhy- z$|mesXHv*hY{L0xGcx0JnxIp7Dbj6b6Taxp%GZ-1XTOsJMe^jlJtjg{vk4iAQg7Rx znxJ;-ZbT5lopd^RLMyfj{Ys6cQ(rW}!nA13dJ*B@ZW*Vvz8P9FGgC`9H)Bzevqkf< zW-ufI!UhUWd?)b{a55X-6keEtcI^TjXA2wujKD8k6Qtaj_BP}orED`0; z{s=<}t5DgaAHl5ADc^D9Bg%Z(GoAWB!m6hF6x+BJaYhE`vO-$%Cr4aH#kRuMi9OI< z(u#-HovGY+t*C!3wNq=T74tswIqdM#9Wve!XW)J>&6yApBwLN=F z?zSPYwx}wqr43vE-qq8RZbz)|rzNA-?HI{Zzex9KN9m$7$KGCShiiZtef6z&Buvb7 z*w9G&X*_HF1#UaEQii6lSMR{2#5z%qeFsW&^D1>SJJ76GId-ME1I+x8i<+DcJVR38 z(VrdA6Pf!Mn0DgU?8c>Wt2$BIY`Ar`cPE~f_4gLUbmC>O*;-CzCuTD5zG*4%M0D@E z`k)zIkk~ohV&&E@ILhm^cVFznmy;*mOcJ}GmHl0Jyr>J&TP9YYV0B@4%tB#sZx{B> z&sxyCkbKXU)EUXxZro~8sAmLpBi2G3lwR8nlhqzY*ZJKrf}vT53Jtc8Ji3po(;x^L zSY))81{?WpbF;3};E=LO&oY6A^ylFV9v9H??8>DW{eBvZRz7$=S&0r?mlSGu03G{+ z)v`-Y(s4+tbel~r9ltzl((N1QNH`H#;5R_WcZq1(DZl9`Ei=_Px3mY3H^#m(-_wJp zLr&%giEq4h%NBfl+5^2=R~%3N=z-H-rJr==UgXvsSh&EW7t6Fv-+HC=f_?dwL~?X5 z_M}Xyef_u>>mSM3-+k2!>&JOV-Q@a^!0x#JM70kexQ+Ms&FjOSkc!MZNqx8+bDVBj z+lNy+cG7o;`_Qaw$=hPnkCz8(ZkrR|ZaI|Z+UC}eU6x9wN1cg}Cm*iXyx9+0-{c=| z*ZScRu;h^I*M5vTndP*}4Yt5Mf@IRXmGV%xT`n&#j zE%pGCZU^X`mtY0%GpK9&) z7AEHBw6vHVm_{c#_nL z*bx@`ykAXERAS>q{NA|kxorFns<@G{hz0mh@LsdM)=T5 zZ+`<0qO6l-PLHy2v{-?&(}shB`aGpPYYuVXc!SyQ956Xqlisc6p!dJB@*`2?dY~O^ zUkV2rZp(IdwQ{gMV~frFTO8=0c;sC1n*(jOMV~R7gKMJ`7nc9xplRo>L8(y=rWT|u z5Y6Kv=ZIf(D2aJ(4;q4(b8+#NdR*5gE?zc1QFBS);!hTbQ|HZv^q9jU>s&6p7eu#B zImgA#-+`R1d0d2kO&qBqvF59fTmKU-g2N;&+eln`D??HK6Blz*qz5X*Ty*LT+MU+n z;i>+jOO_&iJKp3X8Had^&y8@2neL5QqgX*nN~Hse+1BsRI_+*mZs2mIcx?iKK{|L`o|DU*lrt0v@Vs>~2}zKAqr zNDm?P$?n=~xyh8>JA@^>6vx+Y8^WzkjhT}ohY+*uq5ArRLr}akrDM_5E z8QeTOgm0}*ZEE#Ha8@*ode}9D33d6g+td*1Z)_U)%pSrvkKXbKbpf=RmnD2!B0#%! z-$Smm09Gri?_s$B?oyAUwp$1gqgbJoe@TEh^QJ5qND{#4ru@18oe`kBq0WC?Ai&c7 z+B)ZX0z6-9ujD>?7`Fn96JIk0Fm1>^kXJj^B|2&M@QJog^&4n0g{pF*%K!}6YUt^l)2=Q%7Mfmnz zLZ~gXFZbFmMBP*W#G^$*Y>`hAMz;v@IE5f+H{JUrCM6ezZosVBH z!l=CM$i-tK6l{8@a`1!*QI_WI8%~N4oG-0ocv^(|BGxovya+~@MBaXtB3Qnk*DYTq zLV(~z(Ccau?pK*PWY>tGobPMQQ=!m0Rq36D8ig_o1F0qr3T6?nRvM z$q!c9NFh&N`hK)G1+LPsW6Z7OEPKw!c{_#3y20zE{uEZ+On##rM4@`6K28Qx&WrRA0h1&=Kc=S()EusiXZ-o9lNqOPCb)5>=8 zpio&6`)8Qw8ov-D@8V41Br|<)p(_RL(l_2R>qtKREI$Q#P)HQ5TJ(zOn(H`sWZq^9 zk9+(~61Gt|pEvudfatpO>1({(P6}Q#5{{G-T_;W^B+b}EA!4d@UHE?#*!=q{9YmM^ zXThyy2PtHRgoI=sCc5Ii5`RaLy4;c<+Yw8_QZKQ-@dVLPt=(dHnnH%^Kc(ce6wXB) zKJ@t?#EpzcV`h*C`xGJp6N6Hii2= zW|3!eDOmll{_30C6qa3dDEWGaLSg!cwuxd2?(s!UoO=|`n5Tu`xlh4>bK{RkC56uP z%hcjoVqEZS&+S$cqvpiO#0^z3w99At$E%A`pEpZ%QA>>3x?yUy+F}G9&sh3PPYlh9 zm7kmp#h3_xR(W%w7%por*ZndQ!|knn-DXoU?$2N6S7R>5(f!Gv)UCvDSE*8qwH3qO zhZg(+k6P;h!dy27T zMflSEO=8T|tje9XmAvO^v0Rj|81qE&w}<`2NDHXE?H4G9(d0s(o72SbpYe3{ECn&1 zZFLD$e9->xgmN=Un6&eWGI^f0~Hs(hI%d z;;~4K(8fZaDq}Goh(|7HEES`7=JjcD7Gh-GTk(cRbcLVw%~@k7#@W9MVjnn&;S-j> zb+)4zIy)X$K2;NAcgD^udW2_zdQo^H$)EeqkaeF({sM&l23~~c>1bbXEy>@{sQs(8 z3D5q3E%xywe=Z%{UI>0=Q{z&+ zTEU;xO(QbZk?<^7G2wBC@JKoBOPfk~_&JMjWQB;aS1gVRjhw2bUuJ=@UI}x6UV>jGx z6P}Qix+#)`r}u#Mao?L_6q-lt)exT4BC}+be1ena*?G8-;ATzN=qV!o>89iFaF67_ z;ke!H`(kv~46m8`P>kg3=~E6pB6>_i+PII!kXBuxxwl@7%UA#T$~B4+Z0%Da6-M&8 ze9)73P>f0Z$kl_9q^_G&-?({*VJ2C=&&!MCb&g5kmMvmztJgSZWhN&3i&%RFsfQY4 z{GTkTLr|$2HAub}pXNN{GE(o}V9t@MZxl>5@9P}=NxtKawU4-KNx!l7Yb@@furzM| z_h?C?%WnsAapx)Mg_)a=U8LZboACC( zD-@Pru`lh(AaluopWA9Om$Xd2eRv;9L3iaxS+i&gy+T~dJVv2stHblZaTJnDjot>u zQy6*PTlYSJ_*i!RJ=0|3Q`8fC9WqayvkqFGCG%9{q00X#GEXN*&Q0+o^VHNr+qss^ z(Vq9`gv?VVgQ$s}WS$yEFN|p=^K`ngE+d)vTHA|~l3yz+ z*l!;b1rT2=OPu@RJ@GZ8g~{eiiLYtjN!GYZd~Kq;<>!Pa1x0RlK>+c!`{@p)Z-}oI zb?&{on9TogJ6#+v5MPUreHvi? zp}gln1O^+uzNm1lN4;Qke{bYkenv+i!v!Bp0mdPjIgf(p6s)+&kA??dB8Q zNvnQmpCh>MBRrx-q<)99l+@Od`gy(JHI|Y3xqVtwJ(Kv#tl!3y4@W9%zH|Br%YT;CVgkyb;S2;BZWh^$3~+Ft{!f7 zG6-(B%&iBj?~=3Sz?I?>@_R+QvM($9=ZR$D7h691+hYg8xtd&j;d$0d?IYNS@oCw0cSWkyVwKi9gR6OI9cP_x$ghd)zgG@9=WJ;3nAvZf09wCjB)$oiiX!`c{9B z$&53kzl@w3t29a9{-`tc=t!a<45M($o-sZ|_O4!r->OM7$sQyw zxKOH0{QpF$Q-V6#6SnwnxH^~YW5qYby^<6fHDi;H$dY{~Vy@1H_ae~FYtQXhq7dt~ z!z!8VgZ#zS-^{Z_$acGW+onK-v@n&W3qnMA)zZc|?oIYixgF2<`iqc}(9H;2BSN!S z(wj}LJM7@9y)qDCusk+uffCs}e@DH$KS>08!E?_ukAygD%}p{Udu@5KVB{!Gh`hj} zgY{$|W_qi;#peof?w7IZhND7wUJqsSHwdwDq>lF5S%?*#x7Avth2;P4iS&`NVH~+S zRHidk2$wO}2Uj$Nm~_fzY0+Y`Hz)g9ycQ3m!(w^)aK$i`!-K9#mklFRq3#5|nC$KR z)+o!=VMMiys8r`+%=DHXPjeZ@sr{B_m(~m;cXpkcdhjqdtaRJg?KzB!_`+!InZx)i zI6RN0I1ICx{**$#0D6I^Ws~v+uu1tGs*o$dimi`iSKkz%=$`B0&&2{9Rtu}Y^hf|} z%Z{s~Ck60Ki{cwblI!7(UjiY();Yi2`j-mOBN!1GDhS{@F4q33EWmI?Yp_^G0Fz(* zKO<8GI8T>hz99E2eFuM!(1sx83W;|QhY+Dh&6w9bgc%tL>-*}4;2)>|A-Hh}{~B}h zOLB(5z2JdBDfVj&ci56(0jv9;^S(;N$7T z!B6*Z@S*)`lB>xvKCFumWd7bk@InnZE}nb@tx^eY@#e#J(~{4BT=_UM+ikI`5g#2v zlh`h%eB#4tr-JqQ_%VNSw zcYtR$4-c%)I|*}nxK`hGH$0t(U(6%(Wv=nC)4gx=_47PLmtP!Rl*&WRuFms64)I`A zE-*TEga_G&13#VqBYcj!lRk#>(CYCjE;oP&{)=-H^LO*WoaL}F%8iF7CCt)4>v-^A z)LA*nk%vW(8RP1fJhV9&Jj}D<;e$?r&}2CeL-kL}mGyWy{;b37-aH=E6X{`!8a!mO z7rtzm!^4?%6OY^#dBAz5#kWx|{(E5%-bQiJUY}^v#^U1oi~^}99+&v~-Up^lTy(9k z&A;%Ri*vcY8da~jkgSruVEcrNg}TunT=TfdIJUDvHj@jrJ9`v5Qn+BrCRA-Y%q8qh@^;QMG<{;wY#)EE5V zr;c&(d8GXF)z2JUUMMKApmQ*N`^A0F`Z&1na%@0E%im^O&_X8mE~ea+Da(UKf=Ie*-~VvLO^S{vQude}HN8qjRg z#>Qd)WBO;`vGI1sN?qG(Hk_9{=Fcl}_jU^6s_oq!~{B;kA)Hg_qA=gEa)wI_iFVi7XGPw{mu?#f#o>V zXzRhkd5KP|@&B>#E$6D=RZA8a_U&D#3|UBe-m#=pmj%<>nM)d{vY-}wfVb@j6N}qE zg;};RQElm4Tls{EkI`4HoUbx*BxJVZ<3mg+ZWw$mf0&8?0{{U3{}fnxJXX&arbQ)^ zt<6%Yq>vVc77wzuP^1!y(yGlDsf1_|ilj(U(W;a-iV&47MNzW7`+M)Z+)EKDr25V8 zuk)Fid*+)NqlCD0 zs%lYVy#Ocf+qa)?6JYEIo0b<>1lX6~^shQufcJruuKC&v;PQJ==U)o}rZ#{1H84{E z^5R%&e+Mr zgX|x{WBhn%T;$`Xw2TMdfiwP}SMl&_>QeUtCmvRwGQ@FL9xgpGc;&Q~2cM-s@iy1 zyDxQ>P?e7nV#W4+Gd`Z*9$Kww$H%N2J>!`mK7x~fCM%redZNTaF2H@`Uriy3LflJ;=+n{{qN@1MpO;obRFrStywyX9Cyt?YsoR9O zK0V<6wHP60yxsrb;}nu#uYjGN_l4jE9BJ87NXA`PUP+${5unz*HL6Ys%@n`P=pG^B z#xBmCt}a4Rc*VQF<3(_doB!>qxd_?^AEusk5MgaXnal2#BBZEc+Dso2wo)y_w(S<- zUDwvHQ^Q0U+n!>uIavg^%%HC)Geuxl=_-ACEdo#Bzxn-jA{?BxHX)l4Av9s}{KRGv z{w$j${3aFQr^N59w}KdbXL*~BsEJ`M-(x>*z8H1!ZP_aw#F(4lwD#RvF*aE5Hws@R z#uO)uN56f=_?ert#xz_E|ITx!(NSWo;Y%wG4v9gXwfCEGN{o2jt;tl17zcLh-Fi|Y zhVKdMvO%?Cn8oZHq|6gzyXM`|3%`lMo%3S6Zi^T*hd**%@l}khJ3DL_Or#Jyree?u zMGBeT(vs!I6aqSY4v(5dp}=S}o3@EU;JPud^>W-(6GDK;HP0i zqnl^z+UiJS$pO#smF_f3t?owYZ=x~O-9XhhjE3I$Z;7&08lToP)|ZlLxc{*g1(edb zaxz?|@q)(nV0Zq{pERO|*884Nkf8f;`jd0NXjEqU$Nw57L1^=|?5L>{*v<96dw7`y zz8hX0RUooy*9Gm8^%5{&?{1Hdm0;W18f8h81lKa`_x{e6AZ%>fzRGF|?o{-~Tqu!X zftGB~jW-hHPpz$AM&`4V)Sowgkl=XNabDek1fH*7eg4@hLGHd~5xyg(h_Tw3A7w3t z@dhR1-}+Jv*?--B-#RH~e5`sBY$e6INX6)F%cKa;^c(54uj3q!4|bW%2Tu z6vf`RO17jC{oyu7vRowPiRlX8Z0mI~itvZ+LFGNQUC{YnvC zzIC{1Z#^r+ngh`*7Mzmd;^<+UGq%VOzcXXD$wL_yoE;e67AwP_^U5bJ3uOp0S2QmN*k7T&2Gi$GHpA66BZfW7g zGB|&F=l*wy9GIrY;*#D;C`JZw*Qm?((qgYASk34o!ua@JGSWhDSMfB@#doq1;%otVwwEedn z29mPM?mu$OozSygRe^!nWbK)g8yUFQ?AYJq%OGT`OWxHj3=UZ|xg6cbV3Jd^UE)p# z@%MAjmF{M6b57^eVfz_ay7Mn?3}R4R^k`hs0S5Oca!=|WW>A(~&p8^-z}NM!I(?LZ z-JS4E=i>~v7e`w@h+&{fyI)n0XYgQWZ0dmo1~rZ=1e01O5rc?k$B30`=|dtBM(1H;pzmD`UVGZ~S=i4Z$}y5ko5(eA{ef zefS*%H`;DucP)dLSAUh7hcdW8AAguja1D&PSY;5wpkVAJ&!i{@;X+gGK7#AA`H4v1 zQw)wT6K#A;aP8aAH#1Ho@v09CPCCcn$6h0!9|RZwSnT$7X$(@wM_qW9&S2iNB^$J_ zF~ILtn}V-1So)vCvU-B6!g=CFv%3VB^Npm$`wY77&R+eE;PR~A`qA|%gWeg|JrAET zxV=FwOZ^4$e@x)x;1UL|JA}g;2`<4!yLiiT2AvuvQ_=~p2}RFd{UNwsj5glj_krYT z-VNdFdIn9mv)!kCVbK1l{QjwCft9KK&%#{yfc>e;5dlrHz@S z$l{Q%o&K>QEJA~ojp<=5_9u>7;y98;PU#kp>`^Qh4_Ez9S%XEfOHcA1Z5DxE?+ZVS zW0BV(p=ax|2>Ye4d43{`pV^P?dJI@J_D%e6y&;R+8q?AXXRuf+d{L}pO4biq)kn-` zai6*PSul^q%lgKbwiYbD_GBd9SjfWYx3bMpYclWs=F@gt7M%uK%d6~(^ca^r!~E6D!&vP12zEK(bfk92isvAW$}@Ng}Qy5oAIG&Zo9T>I{Rh!2b5Ynm&Xd|5P) z8t=2npT)O(d;P9$XCaJuRWdk$h1(A4x}AGj3~=j)*9NjkOf0=UCxqw~I<==9WTCO_ zhEHD@i?<{C6}%%^Y(3NZqad0^+N#JBwUaDMKd-SnRp2nC^aoMM=)f&dyY_F8-T!^b(7uyynWazgQGBcPo$YXQ6mt{Bw;zES@C( zF|$!@3FM`h5G_y!PBh|XiVX<=UHlL9KA{%bs4ivLkxcrP!qlCqZ(K(Vu42uQcI;C0d zEHXxPrVs06F+t0t|9%AvvC6i;8pKZQiE9fF*Rt@N9QHy`$KqbP(h)~ur(^KYy$_mL zT))+LK#TML@5%y?@L6OsdGp0068D|FkTHcMzp(`=;RKKKs%gi>r6hhy*1paJkBUQu zRW7k(o@djgN$ec+n``rbJJKNsD|y7u<(Q*$ZHb-MNe+%Th@CwntJ($=JAW+9=J*pk zr6+BiUJ*NeRvJh337&B)2Aq$`S$H*Vp4;3;&d(1`-uw<0^=5O}3ti+s+&lE8r-wzw z_r40xKC)hrv%h43%&*MWnnLnK2L*kPC3#BleyP+!@?iq7vEMD}#*YhSglsxw6&H2cpwyLY(B=O%Mxq12P zhb%sHU)s=5&eikFyL7t2LMEtL-|0y1L5_p@SaSYt4rtomF(G;T_&r8M?o;^rhm~rJ zSU5)dAO1d`g{FOP1aA_#f1J#Ua8gHDzNJV1a|Sl`Q$71gUE*(3$s2oxNTWe^&#K6L z+LUYmZZjw;=$Ye3>bBPT>Y>H{3@&s&B=nTR$fx462bM}$?;kvDZvy#D> zp5vyDs~M;?nqPUahQYtl^_E)e8Dz`Pe-86v(CV%4B_=%9pwpM>vY7#W?Dp2TTNx~f ze)}vr(g9QOJ4mUni-g>rajvRW_wZAr*a=Zv1 zc(AxtjzKO@Pk5HfaqOz~r6q)qA3wdj+KjAQzPerGkSB*fCvxKaErhQHcMIqE%Q4gC zXzIp?a@eiT>9MJjqs}yUNFL$ymBBLWmRvd3$ZTk}*K(A9cvt!AmK-&UK2}#}$nojw zDkki#9L)AbamS9xQKU;hX$zJ^KO*bP*VA%*t=wd`k$jhY@8pHYN98CSx}#^auN)7W zQZ}DoCC7XIc*w~+qdZtSW~#9qo2w5m{4`b$(~n6F&g30*D$&dQX{QW^Z1;zC?`1ft z>D0QWT80jMR*y}Vq5G805MS~>J5aG*&v2Ivo&iP&`}}42XOy<4ait7LLz2oo9AuC* z&stnd-hI_ecgF>5$ne{$Zutng6n;6O+i!oBqWf==OSM>v@jW-@6w0I+7Tul_OWu(i z&$7E#h@{vp+R<_5nG`~=dX17CDR%9ZH6@*sB9}c_@#UZt(RUtcByEyn)V=2?zIjOD zu$SBP%8Tf89wpsylOjTBdZnDaZ+U<2Eb%dr!mTRifggDfKiW39W&dC)W^c)gJiwQr z?ec~D^^N3xEsFRv^P>d!oO^!p?n%&dv9818u>`DSUHPO02}Vdu9*#aK!RYYs*WZRq z5Ikgx;->8qTuL>bBwi)K^L?%<9##^#{JQDoJX?aw%UX_C%*i`Fd+>#M#u9XN_gO8{ zlE9MrlKoIwf~qBonSrD)*zzJ^!a>p}jN=9AX9;N>?Ko6BkEZePz#+X-8I6Pmb0UV+ zlYS$5$e{QJ8tr-}s|LNNkv68{)tL`u-a=iX^OnYtHHY<|SJ7C>ax#xTq46_yo2u7c zB1_V@x@Xexznd`eVLXk?_>GG%|I~=ezpR zh}|`?I|ej@8}j{x7BoWdhOIq2n}#%SO}d*p@vqnEtMynKzn=u2$R+*Mk^^HtdH0b1 z>#r>FTq}j#u0cbO*HXwosc~jW4uzn9Ym9}bDY%TQ^9_li5bic*eB@pV6)BNx7kg6J zdURz>qa%f|H?^96RuraQ32B==je=p#%g#>s3dZO+Sh;W@FRi8q!zBp395dR4Rt?uK&(KZ`1f@i^4dF>5be$?l ze0g4kjBCOH{i`C3u+NDZxFdqeosbm6G7*fOeSh3-5`ooBKg*DQ{=$yZW1CdOi0d4p z?LI+_W43#$u1qI=`eW^RmgZu(I%Fwdob6$O^k{`i;OaUh*9I9 zbX|WW1&u=i)Q-Uvp8ZvSkiCF{N7KE(szwyfrq8S@BYnMkQRA!hITSYbbZXn_l777G z6_sE@!T0rKou%_AthWd_8?cb{>pnTfnWhxdUu-$JknF?XHNNEOS_;jK{|49j6b8Oo zT=uu6@bOEU!yTgkeb}=DQB%nI+IKHF< zU`6V%EDA{umcieyQ~0&orQyE@3VBW@yG&nE_}iZxe&{`gmvu|>pNJ_OIw|v*Llghq z4cjJtq|h!<*tNKg_zkbcx4Vdcp1lV$K2cDrSsk)tG&)+FL9GBUD zelU$?TO4Nx6TQOU!%p-2DTE$6l6II!;@}aq;Xbk78hK>GqTw{++_^nN2hj+dxPI9) zvOf3vwogCuDO^~xyUa|1hEL8Ml?9(E7@d^{Ouj+x@#cG>l1}0W)!!6RO2N{*D)v6X zu{BIF_ID)(?pd!r*JKpFGz>M3B=x2F)I+C6CmOSB(<0<*r0zVft&cUQ!4v5y9+6P+ zd))W-);kJsbTxNhW=I@I6k3n#pdi)t)^8m`>XYv9(bWWBsPp-(du}vr#G2dU+-Y37 z)RVJxEsZfy&^hl(!{zX`FTJGh1%2QtZT6+{`nFz2%N81~3T@YRZzu88bNKpc6pgMi zY-_LvjgtXx4MWF}I$E;+#R(E`p-ye(4_z9j5i0r{C($@_RAKs?DKv~KO9suDPGjGV z5&IHnlDgWseSeoJjd`xaqDX>Kuqd-3kKoztTl15>%s~~6*@$;8$X1z6yUWNXR zv+ZacESXW8=s?5Hq2ImTnMNL^+V8ZIeBZLeGjkOUNz?GKZh|ZG&hb9$bu?!F3yg@` zKqJ}DtmK&wjVRePftcWWVj?|0!k-2ku>a6pg3IZ2=Em*2XpFUfa7I%3f82hz77|`D z@U~P-C%lq;tHfO46ODjnM+1z*Xt<3E%sCf9;^OAGs6UGMy|T!D#|awYzw`ZyP@*(nviP@^@7-;h)`WwMP>>tuDV)6Zg>Au*$J^cmPsBt-m0R(!c7P zBZA4i`8$L5P#Q_=?}(-3;O@9w+1j^s(dwU=8&^0e;rqIi9R zN9DixOW`C>QO8DDeAz~0iG5|~3}R=Kvgmpwv7_QYr>bc`jhOHI^DKy+=drezGKigj z+J&Km2%e`eDXl#OkJ{C+h;D+X!DMMYm*81A_wk0zI2yOZ*(c+y2rrI0?ipcABVBK{ zLJW!fqxwAkn?q?B|J&{{piN`6tMJc`FBE1(zBMi(=lYqG#TWZ~6ja5kZ(bBp@DGhr z7#mJu->CIfs&V9=WC{zek~%SK`SA7Lt`yGajT>3%L3ryrr&N_2BW zVxEcdLEpLT`y(;#&l-Ltszi)Islw>tMPh{L{`A>eN%*nEUS%fXNBdp#*A$)*BS5db z=+Z?oZWSr1S`iugURU6dCB{_+fnMfQF?QvDH;GFX!zCkj=taVtZsT_>en{58)_7ko zJtv0wcBf*iV`8YLK5lgP79)NCYmXyAglA%I9NV!^j56tZY5y59-mM;SW;o$n+kZX= z#+ihtPN@XEIWLA!m?rH;{LcRrBDq8C_;@%c@yLENwA%*%CHz#mQT5I^Uoixek2ODm z7}Z6;vr_bl{Y`!MZV|b)#5(?sOsU)?9njks`#8H)@+>gN69Hvq)w6QX#IcnQ*yti4eOc`Tfv;BSuU|$sBBBBMj;t@Y+LZJY&?Y)P!-4S4~9=+YjPk@&WcNbOf z6yUz9JtnUcz+x43KEsI2UoG8`r7gf}mGf_Z=?ai}=D~`p5dw6+&&$}w<)dQR;Di$t zpYYqSa=_|D0w0QV2dU;A z;Umh0`@4BHAKm2|uZG+3p=9YCS!2dW>SndHN#A%F_S|FKDFF}u0rf7rg*+IWOuwXc zfrrkTvYNa=9$M#{`&`<=L$-qR;uEuZ&^@S_T&Kmuw#ZTZbrLRG%D)Au6>;HCt6u+n zl#8uR3r=f=aiR99%_iHGivWv-LvNXIG3rC;x3e?3$h0()bPeSq>hP})+cFM@{29n; zy2L^JhmGyw?i@VT%(~rjhJ(jDekPfbu|;vk->bVhSlGLK#b7@UE~wUL&0NQU*7sJQ zSqnJ`Zh5?9xjqN>nlF-fX>u@8|3+K+P!4oH1>_1#TQPs+$jYL7t@tv2gko4yD>my6 z&(`y6#o~~GxDN@f(0G?&lW5xtLHi81n?!#2IdR<)omQL*dFS9+*Mhma15s+3Eg0+D z`!mJ61uj_`PgkvOf%3=q|1QjF!3;m%^=E1=uy&rmI=8JEiL(@V{$H9QwC*a2dfAKv zJD+ZjyVHyu^V*MdOPbM;!4}WDl4mQLp$0WFM zkaa4{u{(f+?!(>A>Jc22G$qFO-{WBDoEAy;Cl0EvyX7$@L{@2dJGOJ6ab|OG3ZDbz z?B{t;Nj|F=+#F^&gydgilkgT<4@^DKyzw^&Nm^>0X(A2^v*+kNBkL1dCYO!S=HgiV zwgmBFE^?LD4Q%Y?pt&PuS;iDD7G^YjsqW#RH)(Zm%uf#bQ-`m8I+}}>arvz#H5?Sw ze@>iL&%xlzag&w1I8Z#cK-OK&0smfLJ441+pKBk*8W4X%zxlr-^2DHZ?+izAG4omb z`=5Gb+$y!R(&56zRT4ar*juok=QC*m7kT+}FGbAfLQiMu#*a(5n0z`s=F=W7PWG;{ zTydR?*W%@qx1@8C@o&27l6)@QzUPz|oaW-;F0Yq4Wn5ToNgvDmz{SSK^`+@wxNvAj zm(yb|njSHf>pQal%H@|nPvfCzpPSv&`8*hw7d`K=`5cNPTR( zeaSa2+BKWk*Y$ECTUR?&b0`nDYN{99*5rYm>>lgb$A$9G*`wa6ko&vx-`Pu3crZVF zIgYc32P$MotCJTGFXj#Y?(M|G@x-@kR}^?idOPpjSsfm1kJLpUdr$JP!1|-9fb7Gu z&V1Ctg~$ElR=?hG@x(kl$h4M=+4mQPwfb-|_uZ?XZu&d~kDg$VFpCFHJ3R>J+sM3z&^hzPNFL_I{|a;uBQiuKYsM&|Z;+pK#D|AdZE5?9 z#`CbuEDdMvc{tqLD_TLq9=t7YZu;HE!ZU@|U*z17DpAOkcqcSe0lKNs%T%lormRjvgcjh%ftTw009606jymX)L$1CDj~F3DvHuVNU~+= zP(mdUil}JOMkKPd5y}tQv+w(w!I1roorp1G9mbZWD2bF(yx;e)^Er3!_de%&&U4TG zjM(I^RXax}$p2k3R(s5Zk+d)#ju%XD(S#rcVn?|}fjWQuk=WY#iiV3Ieg&$|lGQsSCg`m?S6LQy7rovw)RH&~? zuV)*A-F5DIEd)+r&f+mI0%x2h@t`t+BPzc-HzhIzC+liDBE<p&adX@Gev068tZVg`Ss4=? zE`41QZe&8%@zKb*9wxZwCh1!e{f$tz<^O2Tg#82OR9M}JzAtQQYe*dg@dST$ljcFV zE!?57=gT16*}tD{xoQwvPq_Qe92*3w8v?EgW`j`PC;KE>Y!Ij_gQLY01MrX6gsNvg z09`3Q*Kgb$0IrXByh>~bz;$n;otV=ASejhdJ@{k*G!80X2vHt@%lG7roM8Z%UOulM zXb%8q-lgFBvjc$A7eBy-0cZ|7s{=vYQ@{Y(+ctWS zTNp6CsoB2nDFfucF3NoBV}M^dhv-B-1DyO?r7V3JFgz~HopqN1)f{`YZtZ8ltc0e+ z*82?LV&~cu_a6gRYUE!mlNcb{rsO8$!T>pS^DmQ+88Fu_$MvL;0S_xv6xqxe5U^%U z?V$_<99}o3FuVGJYS`Tig4IdaiyM4pb^(044uQ zJ6j+F^k@ZBHK`0ZW5`v1?ivHeFRnSeq{;xV0SJA>!+@#`%AS~kekk7lqd2muAMV}g z%y0JZ2eJOvti9*@;gqcG%S_pR_;z;G7TYI6@VmIss(c+kZ(1X3OPCQRMc6~2M?YXgseWC|ag5Q7ltLuT~y5FXB?;beVX+WRW z?E#}5u1@n>J@EPYi@Rzw-5?y3VJ(~24XNHcFY%^zLxa&tyM^d(xULxM9QUvr;vB{) z%+uWvX?i+(QM4O$s`Abw2tyzQNIgz7kwxhS0nbxd~5rAunUCmy0N!>qC;}a z?|?t)beQHBm-LFH!;c>YHfnx!;Qu@^+G9*$o9QH=Osadku62X0yoh>V$#8`XP^_(!vt4O&UAwQ%l{5*@25ddZ1~z5DH`;Q zDziB9(LhsuDdsJ`6I6yi%9#q#;Kal$r-_wLIRD|{l9V0|tQE?&&v4RUlV)9RdJ!efPADr6RgT%x z32bg#r#7up;j&Uh>Ck&Bq`iA0Z1{}|M(>`taQvjg%Qc!mJ2^Yys)FaA0Fh33H0~7f z(X10_yEk&mhjcEiyG4U5bCCx1?ZJjZKWSijIBg=G$j936 z+p`n#v_Wt#zdRkRj~oo8iqgR(=E}33V>D3a2x5)wAaKY15~I6m@GNCmdwPh#9i8Fd z*F}Rq#|wME#?T;lV*fze3Jn~Tj%1orX(0P@npw@$z~dorI1hn)e&3A1 zOEx+@yx+fZ@*lCkR#eh`4IO%wqJneI5b+xG)U7>qaP~?6z$He92HGb5A4E>A9_(Rj zB5=twyi@OKAUwr<+?h>-t-02RYrYb`D9lgbYNUa9WNO$qb~>1jm2Mb%OM@>7uh$C@ zdTi)${kD#%_XVrK3+pNxsE>>Flo0jw7Yixp6TBssI%WmW624coVcn)q2d-SIYuaTx z3=Ivt)Ed!&)ud6oim1=3{meKfLBvnc@~Y zoFClnyp&AbpA6}R_9t`*Qb_F<`Aqotf%=+#6-3_fD?WEE9Zu*ZRMpzkA$_9jt;G)l z?`H(bhdA%?rG|NflIIXY;h zzcA#uK=l8k_fUid9a@jy+a-0K4h!df2Al5C!Dv`;=pMmK&Es34pfepbt2l4Je@dKx zX?pdA7ad3mmFXG;FV(%8g{&dOx~Y(RGcl(Ee#)K-PN2g~o*AbFF~4R7zGm#tBj%J? zz12by9n9kjA7MEiwwUtxzpkM}j&s);%Vs(_HA=InbkO17RKU9^Lhm+5^%u`P>2TGV zEPTzE4ka=UNf1nj$!oikNkE77XOx1UYZE#jbWA!!_{A#A{gR+DQMcT*?${+de7fd8 zmSshUDsP1lo7;5ATB_5PvZKR()|T@hLTYxsf$1M7u`N>4W7rX-d-~6S)N0q`2#f0B3N?clw*g^1R@NIB9LI*v8+HxP_ z_h$`>lpAd{C^SA}@Lit&`clEfWq%7b zf(mlq%bG^4sIZr$u$A_L3cBi^I%ASlpf=j^aUG|El}2Y?p%)d@j_*=-HK&4R#Nrm| zek#Ze$F4gkL4|%6aiRO7RLEA`$NK1d2fUP-UAnf93e!X1B3TYmLBoREi+c+dlnxtg zyLG$+u4U13xf42I#_Ixu6g)B&~eSI^p|fTsTdI1)zRCMc`ShCSBQ}Ood<1SL9}6I-uv} z-Qn#oJ7C?WvU?=K4xmk@M@GfA!?Woddz#JL;gn=%-aYCEkW8p_2(JGC<7b}wJd*tY zt*ri%>tfm<@p`u#i+3Bu{<->`70+E4xf9jhSPwo=%VVB()`LL$`jQpbdXSCdEZA_d9*iyc z%@^eB!S?T20k+XP=p7t8`#GQvp6sgb{Bo=gD%Hz2p4d|d57ey1xH#*8w6JnQIJg$V z`G+lhMQTB9#X$AcrdlvK-FH+qrv~z3AL$l9s{y};N;W~68u;jba8>C+gA329 z!9|R7_S}{(u^tSVTS%y(@aPc@i+$^Z0r ztO^FDB~mxoSAk_)%*_^JJxHcg=gx8^2vuxvj!disvPkFCQK>4B>M}lDr&S5!4^Ez{ zkgEg@Tsy^UR{@_U58e2uQ~{*G*4-mQhj`z7@X#WnlXO3Ta;QJ0-g3rJ05iEtjwz~q11EFrG4^9JpNx?9Cd(ePfj% z#k(prqE-b5%$8k+k5q$@nc`5XM>RO64_7lK5RCh09t!M6V7EMbdHQQLuxDkkKDmle zUoRU>DMWBk);V=+2L=AF`;e1CMHo}aE`BnPu%!L{Ahi}Di=QO;X)6U(G|Kbp7Z99Z zMecsTjsjQo?KUg+B3PE&eh0Ab?1wD~Ra76>oD zB~(4kMOeG@b)3RXHPCG{$gY+M{HDc!5Bno{b*)=Hw2J~K%H(Kwh$tUDGe7?VK~wpg zNfF_XhhEd43|~@U=i1oo%NHn+yZ04+vjPR8E7M&SL@8hxovbM-K!G=>ekIFf5`I$T zB%Mq{P@OmTJC=Y@5>tIuCkTP|QD)%mw`!nF2#I`eApA7MC6&7!q0if{;?)vD*q2Y@ z|HLTJ`o=TF_cEcAanMtpWCZJT32nyb5b`-ycWqBaIDaco+r^9mX{FOy+EEnnTY5UG zH%&P54>+ z%f&?h9!g6e;;n|Ri))7BEC_#&+C*BFRzXn7QR(VM1PxvbJ6{`wk%>*QA!`tBm`bdf znMBB5cWFRkEd`Pd3(dSvQ$Xv*-d!&`DDZx?=`-mk1u89^`#zOW;K`p0%*1yTu;%U4 zy{bzA1Bu}uHxE+a_CRcd!()V?jHLu#_8JI#w0fO~wFb7{rPpuTSOWoqR}Y78uYvpP z@?{kd)Ii&&L5I7FHDK}4IQmurf=zZ{m{=!K&wsv#O>+p96Bn&h*HfVWg2F=?q9560 zdcCAL1%%eyP7fTWK**A@l@k#6K5em$`z!@gO;_wy2wijg=!~7WDKOq{zU7${1;W&x zc$d7OfavM=<1K-N-&XwtDr1TGY_maB7EyPOQTiQ%SN)h!j1hdMveZpP;SL8`B1tBvhUd} zbE($A@pE=fExd- z!P*i*fzz7JSM<{;FemSKo?1u&zU%|MW)z}7TGGj12psOx?fhN@&L8WX*4+e7b;mg| z0fG`>&v9| zSPlNczB50%D#2&l*6$BbR)S;G8^&@;1sIH-==UYve zGS^xP>_-*+4!kXaPZd9R_70VRRNwx&*1=*BU$Z7Ve;*;@-3=#fD=F(%~Vtzt+u?0M3$t{BQ2M&W@B8MHgK8Q%7^_CmPfGk;~5cp=#NI9~O!EdU}eBA{y)U&IzzO^NT&X$C(h)2bcx%G)d+&?nh<`P%l)<%Y<3#$tOW@O@joZ9=w z{Y9{ik))n_wGgHXF7J3gPl87~4N5c{rxOBdV;}qf-Ms)74OwMhh@Mw8xcX5eHrj7&t5~XH5DlA zLRYl!ro!5QoF5|+$)NK%Eb#Pj5^Qx(RjHo$_d-?(Ua_-g4L0_}W&k0ACT|c_HxMPsCH{YR-7uZ)Denx7{1APXx`ad1k{7DyKZGDDO+L{@B?PHIUmm$=5{@<<+eP0sM)pO0UJ@S9$(v6NBw_Wm*xG`8 z5|;lJ(D$+^z`Iv{M@R1zV6@%5cezvndZ}LSKly`%q&)KV&hrK6Bc*RB@vs2<-Z#m| zB@wy)u-1fg5sru^41H`aLjRaoajv8yq+FVMY^O{{mLqH0beLphue&g}GntH(q{YpP zHN~j>G1l(ovl28_G<-(uE5VVpah}~QrI>5P^CnuW6tz~ajh^-{Lvbbl5TBc6SgLfA z-o_3O}a2dLU9oyXfp%m>EHps3Q%~~M49PWfP4oWuo1{SFs#C_Uu=iOH3}_J+~@boRNc{auq`}59Ok}kA%FvS{ANUm`?s#&OzPY z`MkOK3|#to?Nz;8CN`M6|Fd<=#C??pXX}q=+gNMEd@yhX*mgQ zX}GRNdC!>(X}Gd_$>V`x3VKw=u-i4Hpy4H+@0X zR}o3bclx(OSaCAO@)u6~h9={M6XYwxSCWy@kh^?}D;ewWH;!x!O+ue9k~h1Ild%%M zWw^Xf!XNx=qu+a^AjiTl6Ass8w7glhEKN^Fihkd#gItMd;b)?06EF96<0bGJwEG_IE`xYPglF^*Y2O zspX_gs4s!{Wz(K}>l2Ym)3V%ON}RXR&q60N5i^6ec|6||`ZbN6x-piFLF6!n70Dzt z-4o?goIv1>+l~&dMj%UzXy^Hc2nzwNmNUhnX%-}zEkfkA z>j!`4y}{-rC%1URMASX@_lTrWB9aceSDRKRAj|$gGAjBBC>pe;dU!Yl2B5 zh5VC`MTj{YxU6ueFak-U0V*{*1kZMrt(nYl6fJqJq3Rfp_702f9$W;kQ0FnTls8D4 ztG;2Y`UdUu4(Y1W!!Xe^qE+o~7>fRzR(pNe1Kka#Xl&;0IA?v5R(2p1DfhjL4UL}S zTzkBj!?_S-DF}a6G8T+M*Ic*#atcP#n?EmzZwN-pquE)>*dQd?cYj}!3Br*dW6P^A z0&#@1OE18Z9q8@V?6%hI|W6CpeQr(O%ZrrA96k`Hrd7l-Gx#!R^~Q zn=ghSUrH2Zt9=A&s7$knvPB@Dy;1nZ@Nkqpygn^Pg6J3AS{|u#`KUv^Tw$mo^k9coVko-rIOxx=5Q;46dZJHTLNL*Ai&DsC;@zU= z2g-jBMp97;i?3HOQk!b5+XaJhBxI|}k8Fa^0hO#Z>OrVMUdR3-JP=8NTn$zd(P%Gx zU|chf=ugNWNp+$x?gs@MB}F5V^6ss_#%982=4Ni&Hpd{#)WogWck!qpAr!g3Cl;5= zqxoit`!QF3Kr-!RI+iXyHCcX?hO%+9eZBXxu=Jy4l}G?F7u`2(2`A=@#)A_h&$i}b zGpW$2CO!uZPP#4?Yvy2c;HJR|QaGdg@EU z*zNyfzS@#d&n>A%(}0ALsfq`5FBBm6+5NYH3`_jP$y4#cvxK2Unw4SJlWU)LGPZdA6SB*CWPEnJQEhD#8UL_3p6L8lgv_g2EA#(~@Romh?NU1#&BM!9 z%S4K?j+b38Fsm4CGSKqQq00B;!o~O{NhiT5f{ac9Su8RSiqUJ{*39`v37Y4L z#{M`~f@5{pj1AAdL&@QT&o$`pFq{@N>i(q^Z`VuQe!0FJ=Pny_{1dOh$>)X-_8qA} zsX&>+s52FKE;B6V&GSkub>e>Wv8)OgwoHV$eXl|-9oq5#R1oE)RaaUQR*mebMWBr0M zHRxc>V?J6_gOTTNxU^5#V8w?1?Ef~`;-uey+YdadMe|9E_hZqu_|5j1)t>5FEZU)A z#4lWj3n3F-a%y$BJUWmoXkLehi*+9C|5k^ueaN3n-Rm*k^pFl`Ts__jq8O%?)uZF$ zIu*H74fwK9PyeHJ19o3JeT2Qb0WBQh*E=S$UT;+%zS4l&c_TfWOdIiGb;B?whf5uv}EeYD&w2uNx z$+(Sg-6(LL*&fqfM#1r`(G@DUCzNd6 z5E2(E8z^wu|IA%Mhl=m#B0be@sF;0jseVNu6?LiAXKP+lv7NE6RilfF-QJ;gCQK^4 zLuUME`JIZafMKP>b}hJjOS?roumuXuyj;&SEf{NZ?b1^v8vc#YMkG2kNZTX4jIYv= z6)A4-eMp0ynfbAMpK0hQFS>o?93Amf{;6Hap+k1j;5z#U9j8mv)+7$nk$67!?WAL^ z@II(-!~fQb&D+na?F(qbT{Yn+6M7r`HgTIJf7>ukD@9}aa2s^}D3|;57|;`Ml?6Ot zVA5RgCl+G}6bI~yWN8vGb$pR0wj^Na@uN|;k3fX>?+%as1Y~*lrixMsjz!(c##nxo2wf|a^URXYojbGH3gLuJ8uUYyp@BeMU|V& zg(p|547OU6`*$wSR-M3t%8TA)b1oBVJ5oa@)H9J^{LR%Nn+YPev3E}t6Urxry=nGL z&_*Y5vgR@|U7EDXXq3S1N5d;sWdx!%R(P^%2-F_S_#pBpKwocB)EG=am^x!#m<56S zQEl1$6$EsnRj*7jB~V}8bIo!NfyN&-rg!HO$Z&s_Vz-2Vv{_rncNzgZQ{z;N1!Uaf z3lz_nFfg`W@WYJEi-ipuBXVm7%$OV0ZOs_4mHu3QrjUV@e^)kJKVhIu7z zUAO&ylz}kqva!+67zp>@H&r&kfTi*7jT*%a{92|muREE66W0i$-;`YcQ%fyx9Rr=` zKbra-XTU(;T$A~nfe*%&T180=v=|7+%T6%xzHZO5ska%h{yQ+?%qs>)w>ht}o6Ug7 zE1f?BQyDnM=jS$5w&6Z^-~N-;ZFtkyhs$@{U?+-r7yGgejty^1>4{{%@7n;cFJ$#4;u`AIwC!L1ttpgXrJ!$w=U^%JwEe*jf>jwLzG~^EkU)C9-Vb6q5899$= z*yx*w_(^okZr4^Zc}l~E@BgYZOKETpXm{Pbng-sCzY(YA(y(g#hXC_n8XP|SUVOij z?8}C}dMeRTo1wRU*I62<(k)-dcGGa-ib~irF%4D+nrS>YIz&hMT$g>PLD5J1P)RZ! z&s>Mrm9C{h^jxr*5YZ5Fj_~89kn?e`Z9~oI@Yol$>5wZO>hXCV3p>gEio^AK`Q$%z zDgSe)3mu1ME55Ogr(r3FRpLB@2BZ4)f;-7A_*n4jZPYXx{>pgGF^M#+ANs7@s7AvH zyWRt>|9Vt#V_hW4v|5{nK7sSdvuzLm5xp?c+pf`WXJY~2a$e1Zu7Y4O~qop)DLDZ zRCK+z>@u^X!vAFU$#rX~;Gb<9P-$pJVVzd8_J7St++k%O^Pm|@CGOSM*PBr^(aIK? z%_!EB6)s9@Mpv&#Mpkq)9CEv_^aVCUYu=Dx>RSqKhdLJ+R8!#4^E!Uc0}7Cz!1k+TynfEMIykz4 ziZK(cyAE2Abu>XSoG_qbYiIoI)ibDwG3}tDWZ#m`zU%h$QQI($*+--69I?Uu8wT&Z1!W!M6bWWD2sc zcE;AmP@ucD>hhu>3bv}*PRaJ7V5i@*yiZOPc#Ve92dyaZJ$ori!HfdUjlatJbt!27 zo*Nc;faC*5o^|9pQeja}-|J#bMcyUCpX1pAiyzFE$BSB!v08C=?;sV-dizOd$I-C- zP;%*;NE*1E7at9i?{I}>21Dfm4ehDhFWA@6aUkn(ZTBTQ0wd+MS(95aPRqaI2wCSj z5&we9$vW?w=Jm}!uoa=o%M1oRTCwy&LNnK{73^QC%N8AMLm=(jhTpr|;NX=%OW@Fk z%q@3xR$R~^d5nEEan;w8K(?K8@3>tAh{8pdMr8e*7_}tK2?R8IzufcwrCdmm@Q`_wRL5`_f96BaGbn7PBJktaYd!{4iiEDc9yk}Jmu2R z?W0P=OtktPYrVLYg`+V!r!97|P*~vI>+*nwz_9NYGhearCX=Igql^Xqzvz61jD`Cq zRn0m-S%@vEeDGY24QkBs3N33kTofBtWxKO6kIr`z2C>nx(F#h1Z2VLRQ9abgMpJ^G zSFA1veLj9kJ{lZUC3nfq4LJB`Ti2D~#=+XEx|$w;4qltit-c(^LCwVx$N4uoxH=sD z<}r0{CJ-lF4Bx=p4i^Zg;lSa zOZ@;BZf4=H&%fh>jxKyvdki?*7L~m^WIx`@L)UrSLmLrJn)vinlzfhgTn-; z-S2Mk5L{SQe}}8gBa6{}tQ(#9a9&2& z^V-YD^XxY@+PnBL58}V_4(5aSGs~KHnGdnk=Z^{Z__#UTzfD}t2k)V4+qiB%PL?zj zm4D~ss9x^)5v6t{_7(qkV@W%P7wu~Pxwak7g-#Fa9oms~e&e9Sk#@8hZ~urZ?VzkT zul&MlhrM~p`aDrPzO5`RpQ+V>ZnOHPFy#*DbL)01t?oc+U-GkWE*%JU5IUwLbRck6 z`MI~RJFr(JU#VX zxb*U2_`z}!?6W7iw*L^}vD(S0vvtMD>sIPncAjag<|BjpGi1GF_bB;lS z7;%nT>7G0>+HStyYClr~ns1V&vZ4fi=hjD^TQ0%pMNf9*nn+-=KW_KA%@X{lCTN$K zN{}AhXRK!=LB4bO@+fl&>QuOzr{_rEHRndGU#}S3-#*Hkz!yV*;?rPuqZn5|j=6gI zvKSA|!`*ETim|EUa9sFeF-mxnRf%)Rc6Lw5?S2siEBX}f%SBifu5mN_g$Sx`BW{8x zB7FVn6Qq$YLKY=#GQ~y&Bg zXD8^{SC^|Y$-HUV{*!j26IVX9UXR^G_8+DHk1_zCwya6T#k}?I_=`DMb|nykfyFv=cdq!Y@;i)_dn^tv|6pk zs@e|Ba3dgGqjR(!<)q(x4h+J`Sec@Hwc@$3q>)n5%3aIx^Qr`-lxQ~OE z&SeiH>NuD<|CaHN{Tw769axi}!GX!6z|8Mn9GnjPbM8Sk2W)#SLHJn?oN{G0<~1C+ zK3MfSWETgWPH`SdIUKC9npR~K!a-;my?ovj4(P6t2`lDuP+fRPto4?SFB7@~RAz8+ zQp@&&e<%me&!Pi=I&;9?u;GerIR{H4ZkhP+;b8E`)S16WInYvFbLgHi2hW519w@nU zP|i^re{3ZOwA9)o=43s4MvvWJYr(<0t|_KQ4jjxbozp+InDieMU}>9Dx z_!za((qszGS>SIt*VW#N(D{0VEuvtWED#pX#h3san~cGgs|@ZxZGBa`G4{z<`4e%@i>23jU9 zyv{-&qwAd46&8Z}*Af|-EI3=*SvRDSc4pnvexGK65hwm?eu4$llx5A~(JW}6^-U=! z&zJOVaP9X%7LE+AzOsru*EzKc+l1XLT;Hd-p~01fQO5BO6(<%JnmN3(-^@ZlxovBj z6$|0ZpUrGuN&0^u3MF$E>{oL8tQNBX&Mo?}`7FGrugj^J!$L#xwWyENSr}SvT&zEZ z1<%(spPl2#d;D=pbWxGCH&734Bze;aw?1OzI}@`)ny*`aW+Hfj!q)H}CafzSPc4%$ zq20bw{<$HbZHKVGj%Ua8l=-k{rriTwvM zjWiZ9AvH{L-8`2GrHh_vakH3E9iz{9tjWZTje{1liA+qJ`;4Kb!i4y*`5DJi0{VZO zbP|6N@c)!~u5y6DZR^FIA9@M=wwyLshdh_JY+Mv;1rtnmY_*CRc|Xd&f7Tc=QFNqu z!{K@4eeRi_d}lTjzPx*H`O}za_*pT2;$$Y4s(o^>Rwd(5yfH0Wfr$$qA-MmWfWd-w z{laeqEGMO$jj?6oLk;1!`5l3t8HU3m635Sju|b2xaXR39){ex9DmcJ9PU7s9)Owba zID6yyj&c&G`t?1PStO41{JK_W5=Zd9uO*Gdsr$NeNQ zdiRlWs!_NfQbERPdyWF_-+clj?o zK<2w8@!aqm`9G{NWDI%gv#_M@oq8kr?>H*VHh15{g3i~@2eDsSICvwmlJ|~aet z@j@0hy-3&yq82uyT%TuVHn7pGdm;J6D>im#Zt=)?&W50TO3A9smO=?icTek8+{?_DlCWg(;q;Y@xjyMHHkTrd^j3P`dMeYds69Ha{QTB zkuN!3>%_A0&w2P+@@SD$ArBEb_5wme>ZGyh8@Cwo5iX$4nM3NHs)G*<#rZga6tgRO<Mx1lR%L<>40tQf63wVG__W}4qH?!=H^RYpw;$tP3t zqlV);@zs=iP9P0FjQT z4KkkoU+*YP(xVB`P-rn>gOU(m%1?beFk6VxjUm%UHHB#M_@Sw|M2NB4EE_4Fla)o)F>?cVbNE6Ct*KD_6{H79#JM z@=&s&W4V|x9R2r*)B^Hvz8h%q#x z7`Ohp7zUkh-nBdy!z$~`XVrQ!ChkA*{_zVjbgxNIb+?J(yZwQS=RYxSWxuYO_EU`7 zCQ-DyngsSEk01Qim0*r%D$zXG5434xJb5@>&1bt%qGg5;yY zcAcjs2rRFB`0Ka?)O-b{8yOO4ol%?T5GFySQ?=6XL{gvK;FK7V^U{~YQG24uarN5K z!Lt%v_&cU=AvwQbqC=GUu>>!E#2JDEy(Inlj7EreZP;-l|mLa+w{u{DIVy43^-&dMY!ey zr*eBK{3NH|8EuxrRktDX*ET8sdH(D;>>!0WUD11~n-srYsmBX;NRiRT;2sH(V%syt zmVr6gx@3yYU#1l4g~7AFe3n9Q@gU##uN1j!mpFLM=z?9X_+H`KE_`Ax zIkabe7aaawO&r+U1xtIy+}B6DFvVC~L**j5ZcB~J4zjJCQLsObY~MV5>~CM)h16s- z-DZ9lP91$br@yNU&n%lMjze9r+B{_BF+m2;=O+6)G-XH@We<6o%iy#2S&#mH87BYf zGQ8<0!?sxp*N#QXkk6IR9*L9TgKqcHt+_IA{fYSb#WHxGf2jZRl?<=<<#|VPWbi%c zdwg#nX*btsP^CwPQw3l4pSS47i1~@zg5}-#^ilVvrA;^d{i`jKc6K9g_YCp-&~CVu zFCk)*$a&B7+f!4!(L26a=jq*UTvGcnGW4<=^G2#0qFLQwZEEfBk#?if;m#VHadPm& zH5~5^bz@P~tiKmb&f`o}f2_1JQ#nA>k##h2rz;G12OOb)4dv(G+>9IMB@Sfe78qkr9*-!!TmuLss2 zxcgR)wDV^omcEjsSC`1`tsw1|MmvO*%R$Tgr8tYkU)Mp{rRB=W|AW}|^@JRTj~*R! z^Or+Y;}zY@RgNB0mruJk$|3Z$tQ)_I+-L5;#fExvIFFN$zo{d~l~j7v#ffrUFdaOe zJJOA);)fB>zjb3{@tD=Cd%N*A^mu;&d5`;O-_mqx-EjDBE2*gLhK^Ef!onNfsB+<% zI3Djt{jI6CvA*4~j1kLEdv~Mlj`$&qjN1jxVXuYS-6-s8&Nb5LhQ|FSR)tbGs=Fu# z7eC8zo$`JCkW_}5bv|!1=rUA0FBtc)T83eVNO!yIGK9XX4BviU2Cv_1?$#ZY;eP-C z0RR6CS9v^DT@)2cg-EH4sZf~`87ovo^FSq(&>&@&(pQRvGNhD{DO5;EDH&RLWPb0y z`FZb=A!$I9h{SjQ+P{6yzWbcB?m2s})gB(QW$1J-qHpNs#5ncBev75?Y_ndRxFl#k zXVD9_6x)rj*Y+aAC8KkpTrVy>n@|a#)eA?8&zQ}R9;hF!=lv7(AkXbtE}iH>q2R>B zVPT zk12Ms8(yU*JN++pW0&O_L%Yk}Ft%u1_RF;!9^qZ#C6?WYFSh^cZq|*Rg6UVH3%a33 z)D4!YcSCeI?6%C<|9~ zp;Y;p>*dx?RH?Xre^b^8t{OAy*x+9=x`?DiTUi?+G@Pjpac)B7iKK||76@TyxmtB*qX75LRAnrA zCqU@XSma02U$u$5xbLa}A2^UGwTbeJGx&%&lUKo* z?!a;t4JVJB4wPP2=x}Q8z}|nC7TVQzpzVQ+J@L8&Pd)K#_#F>_X&)%!6+A3iAQ6#O zNLua6aSoM-Bu~vszdJm{PRP%Yc+JDj3;X2HyUmW3JW1hL4VI2o8>RS3?w>ikPZkp+{k^@B}nyS7L2l9qdn$O$V zD4XM(72eH8t@X*Qd}9v$bNqXasp9Ow+W&kCHy!Jp_Qsp3U! zFe|;Qq&wO0OQ?5x8pg)QUB1iJOW0rq+ES}_u(2#{i=VKXjiicUXJ#)O-3hUqoJBdH zKVNxJF`Nz0TN~CdzRkvtb)%10*s>wNd)=VZCN>Nx8;TP2*|@U#=9So57Sec{>fysI zI3E|MzI@Aqw$A+ZuLLYme1;BfPG{k`df{VQ5ew;->0$x%Sn%mn(;HpP!jrxxmx%@@ zYyuJ=TKh4f7Cj^DgFh3^J^w|4w9+sBe9A5d*)^ zPF`uuXTbX6G98^<2Cg(*)zHmg;GBFx-^cq5^v$-8_q)wNL7y7?%}+C+Uw&^xfI9<+)JDHPac020`)!EOfq{iJ zCu?MPGq6r@dpqd!A}Z9T+IK>l^z~&Om~1=|PQB1};czryhRFz?xsI zi8%6HQ!u|uNoU||OhxJ6BnHBgu0)w6FfdQt^H=Z<20V7REqD{oK+f-$%*p>4(7f7z z$m$#eslD_a*L)aI{$2gO{uBd|b3_--bYq}Pv$bW569cP2+Z<+3;?lFWwt6RntjDWk z#%;)XZTX&cmJA$@Nc-z+%7Dgyytz-;GVtNiOyiGQ3^@4zNnJ*s%g|uXt|KZ8*d^by zPg%skvmIf1Y#9bZ4G);e&0)YL|7GWHQ3k}MTD@cb(s8Lw>_y`U9pV183u41`?DD*R z$6|nvKZexa3*B@`u3#T4?V!V9TvYKZgARjZhxAvp(a{%T%XMm?qsvdQ|IS-F{_F9X zYJN?}iXXY|qR;8rICJ{Mh5|aOWODLCa_G47I!w7bjSiP_5x!&+9Ra0troC^`A-By! z?prh+TT@Ns)5Gc5{`61i^-FZeg^PBSRat8@CzTCvz zv4?=P-+x~t?FjrRv7A@GiNF!5c>!YU38*e}WmvBxAnN>gTa+$=Q-8Bvn>7gtQqH){ zQ6tb38{cQ6KtQcdG%-|;fJ*b#Z7(GWY;r^KCvgIUx@jNHCTVc|)p;Rnn1+%!JIDTY z(@-(r)YgtkgVkv0!wU^GWZYkGc;__@1HzoywlM^5w=2&(5JBL(sM8AH%LIm`m&zvv z6Hwgz{Ck5hftuC-lE*y>sGqTUuj@|0epZR6yEB28_6kYK4g}7c22|5`5%}}2` z2#(bWrYwQ|3Z<{2N&NK69`vslBfwxSRqp;nLz;i9g$9XV-iCvLhe`ZyK39DmN8-1( z>*l{&a{_bfviFS|k~S!QRExxqlX3p!F%rN0CQH5hO9^avu%(K&gn-W#^|(mN3nzk}vl&n}br1>~MP zJ5J)KuwvdsU;z#DAI5kLrO{B7ElD|Xi-ybuU6al*8VtAjb=e2eKvnW&H=m^8#&Zo5 z%fmFJ@U@n{+(AQ+mP_F(3mQi6|0kZVPs5DCzC-g@(6IToU;lM^8h)#1O-)G9Adv5u z^q-*Or)5~er$H(djK;Oy-&3(@wZy$HIu(Kem#CxlRD8bC^Pu+?6(X}8XP(KYA~q<} zXzT$M#(Q5~yB<%4Ww7L&1z}WVYyB915J&~pZn#AGBo*D4LhKS9sd#67MtsH&DsXgI z(`zFY9E0g1#u_RN3D*RZZV8Qks5!FM;_jiJKp9C9qK|a@WaT0{zW$kB*W5_3j7Vi}5r9Guj=vjKy>;E|#(r zm!ad~@RRR8v*G-fH&t{PY9go74XbX+Wd7Jw)^z`Tmqkq~I zQBOyasIeEXiVmNhSLi#-=&0+^xSvbbvmryHvkqiE^F932Nok0TI}tektDla3d&yPr z$ogM8ahKP~rDI<5s^)yMP7Z%=AIK%^G4}Sgf?e`n94_fL*+ofD%fR*i3 zDMI$4{3t#1lW!Rqlg_?XXv@Tz&0#zCSTga%!1tz?F%u)}mkl2bV&ZCr`*fupSm@Gg7IA#Yf=Qdf9iO#q^e*o2xNXjc&up8f(^hOOJ?HXIh2$SAB&mbXuCbv& z|89CBf{n#qvqfLkupz=P+iFePtEp>Vxv%3uC01>DhXDum9-CHKtmR<)VlmmKQyj#u zZl_&8!9k~eUi=G!gU!XpGR5s242W_xcZzV4Cz;sM@{a?yl>C<|4=zsoyzorB$HkX4 z+KOF`Tr@LfC$5oJxG}?`t%-}9`^9bz{N=*IkO;pu#f4IDv}J%B4>`QTMW2rIp!3(k zXL?x&hS)>9>sxrxP@0wqB6!IA_N{4F0S{X|$1&Y6q9D3E}tZ-SLMPg@``o#mEm7;z)?o#QZx#3^lLQ(})owIq3D46Zt{} zP8IfrWeZUrv&zr4Ux>jis)-R@M+o7tHLxRfSP1D+1Eb~vA&g3& z?)}p(L{Ro~?n=H8uXLmy9byXcU$?H+(03s|eqnx9`67f!2i0>=pAZKh^5#Lk6S0N6 z=eKU^#0g5+jA`>uWCmLs8LsQZfhTVC_&J?OJ5;xrBH9UieYc}ye}!1*ub>f!UdV{;<`XVD2mOT{j#Eqtfh!lV;d5U-r7-wC%O zFB)}qCsw=0c!{s*#Lew{xa*ZWah_itu$xNaB(9+p*C@oar$Q#ZMhH2vY*W<=A)c|* zex^?du`Ix^WG1Q8cx@jloE{5tOS<*40=fQ$bW^3rDI_lcQD2--B;&70Qr+T&IA=0C z7VaU$*l!63Yk49598ZwnC?ka7Xzqm*`-Jf3htOt-3DH9p>1>)5V84u5fdWH-7k6)d zTKS#SZ98|VHGUSr>!eyhGdv0Q*wH{W!fQUO{t)qbyw5@5Vk{&WYa`>KBC z21H&Iz;(c3^Tr?n_Kt5in(`Jv&gkbcDOCX!#odYbiv^g>a^77zUx4Tp;;alw^8TeZ zTX=Ny5w-MlwG*F@#SS+lkFogh*(mKFOeOW;mO=H0O?)VJ>32k@lkX#-N+fwFAKM0U zkIC5bQA)j-_+%3w`YuyHgBI~Im)fV`IiC*;y1v!}De_&d4OLJk-`B_r)swW&4yZp} zn>w4{0kxhD$BJ)s!1NolF)p$L1wk8=_(mP@onw7qhG7RX>~={;^zabx{VHSd6{!>b z|52|9c!*whYDY;454rg&PXeFuKnXhKcp#jIpd8Oc#Vb5Wd^2+!{*MQv8vE3qX)aEN z1>18cxp-S}`_2M77Xw;<4VP27XfWOBjE?Q~HVoR(^9ePwK3{v3Y!jfw~7NpIrZYh}gfYg%wBW(IfW&@3ddA1KWgtJ%(+$~V}_>_eS#Vd)n*H|c#dDqxS*89EFs(vOqPs z(Vst?g)Hr0sb}w*s7S~S6^UZvT*8BjZ*j-De^-^X_fiO-%gu-2d+FE+#}d zYA?>XFj2^qc$w3|fI_P3@plyrl+U#*Ei_?(n(bQ`sK`LKcM(#XNuBU_?o?hO9o9-? zDzf8r9CNG*R-Mm4gbTk%_P{_1MgR0nsDR8;qURBCfIrpnBHw^ zf^pDguK4;UEHt|+aY(NTgBg;JmzFibNap_28w;C|BP$-EcdZcx=PFAqf*T=HvpJ}B zs1Y8V!u{$!jquv(==7G=h$vf5;8yEK>^jt0dd;*ELspBFBy<}=yzrfVzN``H`;_H4 zbKYTUN09mcsRmr1ilasRY`~ur;>X-SHb69*aR1iPfZM-%>&@C5P_Aj^y1%9YpEJyg z?Orq>O}c4n)#C;Xx_nzancM(5t6hnWF%5WMJAZ3@XalC6rY&6lxgPFxne_L9ddTi+ z=}Ds2!}$5bk*&4$u=#f;{o9Lrlntcsz5Tcz@xRB0bW-XOIKMl95>t<-A@|DmobbZ}U$^8fuzQ#OskXx+!4I7zGZ!LyuBFQ*iO+jJ-33Wc-zqT3;#!e)nWQ&fZoJ zzlz2e)-Ncqn^SS5_z?wOrK!4#$rOlEKWSXQNr8Kb@4@evC>Ys2`N7$jf?Nmj`Au#V zJeGI+;6diwdUc@@gUshp7Fn{XmVyZG-WSiwe9D31qRSqW9G#@a*@+v;%h zM}tUID+T6z2E`|w7f0p1pp_coeyhn!5`lFH(?T zQzfI~O@ZmM2+^*CBh}t}gK8b}`1{qH#|`|N8` z-WndTb89UUwtXKnx2Z#h$FG(=lR5-{J@HIUs}5~ieFM*w>yTtVIPZu|9irXrr;2}* z`Nmd+iDJ9 zAopRRdVfp}jw`Ud_lMR%T+1Y*%C82B*Nq4bj~Wb~&7;R3sKMC-So+7d1_h&H5(DJ^ zg3Ges95AZ|-)HH-wxu?Z<52Vo8qjwB?$&P&;$+tLdV*D7j{qL!Ye1 zk_~E8bBHRmZ5+Arxv3h;PBTZZJ*Wcjpv=rqSF1qS9bTXjQjMLO>$2^RR)dH+*K~MG zH5`d2&PU~|U@B2pd}yK)J7tM(yZ4pQ`H<0TSYHWK_MK?O{7U4?AM~G!tHi=T4U_M$ zS0Tu1D7DtB3eny7c4zOYLSfq?-LQ34D6te_ADLANHFMfKqpuaXdLhSpE>VF&U!Pdv z%L=TL59)iCQh^eIiCXCGN{pmenC%I!M3WwKznXI;_Ll1jcJHl%-R+~->(t40_nOW7 zp-_d{w^y#Jo2ta|BR3gF%nDdN-r{_`sS+i77L9Y$Dxg1qIxR1(0+WfX4Qw)>`r_Tc zw(O`tO+eG`(^h2MGq+>98kIO}ZmRWXc{S8(qhu>3s!_7JG2uL!FX2tcQCoTyR;ibd z$h@k8V_DBZUTPK2-e;HIJ4xnAnb&aSconR_Xe^f9R)yoP_1t{jDx~#~X(`H8;idPc z>+`0opkpQ4-``t>k%ZU{cJHe2;k0qpnc`{;`c#!m-Up5)lojs10Eiq*G!nP3h7|4F zjQ+KxwLP+@Xd#drQ7Pf`4Nwnqlb+iQ@UDA25@rFD9q9|J4QmnfqWF!qYAv+FUH2WG zT?+#@sUxSoYcc%3Y>&zz^4`U$U1C|0euCQG_qpVIJi4)U|J6EJto$&gbfykRtCSLx z57uEqImUYQO&x;vuC(=@RgXnnLHWs3WPP06{?fgdeD}dsw_6Dcj!M`_%7Fr#OMez{ z3n_T2xjlbKsvaT3OE=bg)swpTPkWX_J+|rx&5c%VfE07{k9zS2u!a))#~K?z9s0al z>(@KfiYZQYw~FmG7|4=)Tc6vcGvP-Ql*Yu@O?7rT{IQMhtjaZHu_yh^nRA z%F{nLqRnJYOZ(|YOo$8QVq%)GB0~CRrHfq#YnyOs6W8g(lO|}Yom?@tv;`Lq z`(KU8XvTAK&EcOmEoi*7wog&L1%aQp#P6wZ!JVdyBTF(`Afd+4G~u=&v-s9&5)Md3Ap&kF+@gf#a?b7dNi zmX)pjE=C|LI(nkz2MrRk)eaF$2#lT%5h}V9kW${9btR0z+v9V@gU*wFo|&`WeF7=- zq6P}%2x!d>nfru8;Az@gtplS3H2M;*93LX!xO4Ennlv4)@}H%A#Od&8ep$1ACmrV2 zN9UL)((zCC!dUZ7I?{^|=FX(kQFiXYWOfrB-Ek82>uTt*nR`wvzl)BNKaGxKY&w=! zX>XKkr^9*SZ$*5egW0Y18v@ncX$<&PkKy502272g z+5YWiK(oTJ^$wqbx$9CtC@3>=@zuLIa~Co(^lAT5IVmP4tADFkuVUhOT*Nq6jR}vR z#?DR~N#EF1BHsn%TnvJ8&%qO?IvvDVLr_B5`HooZC zeqVWyjedG)y+u45#niByK~LB)O_b=4&SIliIXd~?8#Xjuzud?zWus>MT91;aYy{0x z%GmUQjc=hnbGCJ|A+uO>k)1pTHLFre_RQme>)*w3l;A+pi~Z9>gw!*$hldX#dHo9c6>D`YT;m3 zG~XqU!a<$7$=*AB4j3OZm9H>4C}Q7sHT%MW@vWV6-Br1Waa*2kx|oahvhuMoT`nB_ zRo)eB;o@-E>R1}7>z13zNay%+asHputHA4ABpix8W*5rEN9XP|#q(S&b#i;x5X;3} zJ(r?baz1&n#+#zoT*Sr|eHm)wf;ih4C*8}%H{+u0Mm`sHrMvrQNb%q~bhWfwjfYSv zn>SSoJS;k7zcxdUhjXm_NPSlx+Ahr-F?HnOQ+#Ooj(t2NQf^A0+|DEGWy_P5~PTcf2qLL&HG*Ct*zGOvlq7s#aBxz`nmW)KhC{bx@OM7Y8o!#aUg*1`e zTir#I6h%Ym_xb(xyq?dw&-9BWn%6@adV>qCI(j3MEi4?cr5o?SNTUKp5R7WIDcj0**cc}iZ=v~ye_Ae z%|vU}c?AK&e(lA8(augL_N^f`sOSlKmof^Lq{g;JxIz~ffl0B#{6#YYeQ4hL> zbmseS?LpIunA@0->ZSDKJ*Z}qvSoK{4{ojqVA^H(phB}$@a8u?sJBeKR&Oe1vyu6CuV<4!8`Jl^jw}sjW8V+C8fQN?*3Oy8)1)|f)T00AAqx%~ zt!c_TIL*cz<58zd=h>(w%2o9eH%qmw_dV6uJ2CN41!zEf+ltQg@JUa#8o2)o#^zE}F@k)0U-i zapsZ6{**W_S{=wNb9~Ol-~0H!fgCOdFWp|9@|%l#nes+zf;{Y#m!m9P#6!7%Uk(b$ z@-SQR`2LS8dH6-}{MuLx9=_Kx_+e?zLlME9-Y+iju);;+p1nH{GjK5BhZhe;&FzK@ ziGB9Q_Yp%kd1$!(WSHSC9)@}qZJ3JXp$WHZc4HC`&jhzfQ|oxB*tOvMhj%>8qn{Y^ zZ|5OnaKHN1pFHf+G>tj=orj0*KGQFX@R8#jUDhSW#|4aSpOfVHXrQkUBdfs2=hJuG zrI+$C^(N{9~l$tMY% z?AAnMPZl4Q#}uwC>gMBc)bFgUcYOTgTJ%+ih-bO$iHqGte0Sf8%Q=7KW1?VM(mdhE zTTfRdwUdt%FKxE(Z6op*KX$5zh&R#d<=%&td^BAW+N46{c_LhSj#)wYizo=VU&_av z@v7*ZMSL7Roc7i=gOBg#Lygv^@^R}XEb2?bB{!{PUYGL_Hj2Y4tXI9IHQ(l5&QR>+Uf|eJuGn9p#d#WWdLW z<0l<|>G3fj%Wk>aEhH9jlO%XL z9kZRXn2$$gTs_=G`S^C3-a!?jKLr-LQF;Z4yhIh&4^HuL&6E8LcJ}kI=(DcPZWa%( zS{^E_Wb;rb>}hr_(eI4`F-PiN@h~7o@WGu%9*TR$9W5jAkmhiD>K}10nA3KJ>cu>C z87?}||CEOsYGo;HsXVk;F~0l$W8z%gimkedJRB>}IJP>RhZkZ(_k9fEq0h78553+z zd>xbPdNh!S)UjaC~s zHgd7nvxZ_<$HfEmWv+2_E;?CUEq_%`d{=*Rd9HwqE=jA*O$fbmt=kcCrG|@jOMFYb z`njm{H$373n~M`oLkhdPxu_WE57fQtWbMx+RGjcpU7_4)4RGNo1{!>TJ zD--!VYt!7dhlih1qvOsP5PB6cq?b?R`S+~O(G+VQCRtQE>f7AE9^duS zBy?`?8<(pm+;}M2wB73d6CO&>9AA}~LFgOD_?;C|7vmvjq{cm>uD_L?4G7+!X9Su= zJM!>A%D42HPA;BW|1X5`fs4*Y=L#*_xM+Eu{_DvvF0QRFl(e1a;=*r|p;QIJkJ_z= z9C;qPNrqaCiW7XQzn1y@n2Qod>-LjZ^r3^?YR(lIE+(e+iC-GyAU|%~4c>hYYO`E# zY`()m_UVO5FTZdw)QPh+WE~fe<-`ODNA=WY^JSyThnA)=1{(`U zjGpe@cY!rwNPq;$(TXRNYzTzYs&nE2e`fkd` znK_%{%>>>~#$_JT|Xkub5L)^;YKlnhlnduY5qv; zAKL5q@;E5mSS%nfO!TqF1Jjf~4la-M{aMk(!MycDi}#gtFy+R^o0F9sjO-U%bSH@5 zz1MOBD}{slHa|P$C>(s*Y}#ZMNxb)44F6^1ad6&8SZW}hsFyNNMT9tKsY1Ey^oWD9 zSNcDsKIC9v?}q&M_c(al|Mp_BTf{s6{6Nz_9}c=k)VWg9IQZ`hvvDYqgU2r0D*9w_ zu!)lFVjf1!2}3RPV8Z{3Y(KH(;e_AU_biNpIhfvgKWXhH4r=~t`BYBe3~uA8^?MQV zj+(lzaOI$CLUV$tBL@=%?wcw2aq!~Hz2{~!Ik=i{D62{2k-{J?|G=#YJ#% zyKv{CS46*Q#$QWOiQ?eSvRk(-LpT^`yXIkMDF=0)DR1C}aY6Q57}FLLma-dd_jOrv|b&}d8NFy`_rA^WDKVeM8%tym z>%Bn%|NP`$)YZOyxz@E8Jsz6%gxmDuzf*Tdg8mS5?uh;`0d5bzb3OD-q@f4Jw7nJ$ z-y!B9xm9)rwiT95^6bq4K8C)2>$ zu>-_%lHuHf7KbNqqri%~>)TXA7%2WXaPVlXAI!*=|5+dJ3XI4I-&RfpFx3=a?i`GO z;k&PUW$(vlRdx$x>M=|$&6 zE|{%LPL)hZ0L9F)@obhK467~3I^<&sYcjMs=ajv0&H9s>?RU>Ywfc?xs!#V}x07k@ zyYXm{b9Gg1>U#uN{Uc64EQ*8xnRe4C!x*q6<+OdtN&*A(a{&w09zt}EPt}vSSYVkA z?+E652w&Hx#gZa3=FU?wCsidrKD11bJsS?ZL~Lp!G^vEqiAUtdOzr{ML{QZ%0?W#HZPC=mt-+ zz9Ad5f^(lt)3bn99}zfmJ_Am_U3ahCEdzdhcJe6yFAF-2A4ZBuXF;TUoyeNMnUETU zhv-7tuw$i8R7h7AupWf|9c5;MxXO6vof}!O+PRCrh?@<2E_EFdkB;Tq*bS+CzKz3u`K zuuojP?MflsV%Ygwyefk0V{_xkErejb)9&o=g^)j@d2Hje0yq>a{?$9Q02B`il>KNa zgbkl;(EjzZ!S+Mt@aKIR_Ntb{!fVUK!;hB3MGdi*pS#N7_UCd?o&SnR_Xu6naD|2A9L4P%&G+JP8)q7R7T5Nw9vvZLnsJ1o1JsoP!c%@ci*i z?9m?*c>CIO3@?!2?+2CD-4hkCtbmcb;Y9@)>F((7eL;fj3;+1{m{XvPY;aKiI|W9h zj{59UqXK!zr%Y@=6}Z38^zz>mReE3;g;K$m?0`` zxjLU$@P!82i^J_(cGIEb@sR~LcG97G-=scwBOTg5?NjT|q`?oL1(sG~G)Qkr9d+GD zg^=$@8qU3>f@h-lxr@DNN=bD!9O~Qt!j&I&e5JXrCEf4}Wz}S^Y<;huD;cqtC^OecJ8cE$lk@I~1aqQC|x^ z_axH7a_Zrl(z*UwUl09W;U^;p>%qQZ$z<+Q1fllIvq{7%T>B~H-K#nf zo7SrqUrhL&pmd+wTn&q2#5W!1*MO2(?5mUC>R@$a*5QPdI$%sLmXtqS2Q!J}f{V&^ z@MD+R?Q24{U_1F|{Ig>XIMI)03oNgJqi@O9hf=G7zHdwDgi{UZ&IIS1TGoP#G(&vy zOf4uk@5qx`S_=(Prc0yEYCv|KSLIjsszwwg>Rt5(79%=PbAJg5XK^vKsts04!@mqH$-(cwd! zX+p6L18j^hc06*a0%xryO_$#>fbF^Yo3*6p_O?(! zp7mI0;V>C2pWNBz^N|Y4*7W2v+vsp;A|ObJ=<7E+)}i;M=)fF|X$G!RpuD4mw3 zgOZU?+2yE8u+FXCH~6v=?&c}d7z-;wRASp+hXxu5syz94dYS@b0&?h}Km$X~`pKq^ zmGCd1;BtOlC5#D|QQQ7wfcMF!ScxeHsM(GiT)It%%t^ASh#(E*JkmcM|3m>w{p>Af z2N{%LB{%FO6?Ps`&zNA*pe>+VV(J?mN{>Z&?a8Hq#s{9R*)|GP&wE+r9wWhIbA8Tw zYZ7Svxz=O5mjp&r3#A*jlOb)y@Gqr~3Q~H;e}^{F!MNq>ykP-9XgT()MM|U+N>#%1&IS-XH^=`|9;Jfuw8`Te|JTLioy;e*WYBUe zINu~rhW3j0l4XR>ZYU7*4gN)eEut)F=%Ip6hkh)TIQMeL7Khu~G)VE5h96^8fbJfi zJfWxile@Ifn^J%l!`d?2LxTC2;p&6$$bi>Jgq(@KX!xk9FMo*wHB(gO2VNAoK=psI zJ(2=Vt@WzyZzvGG!kpS5LIGix%C$|kBv^a8qkdv78J_lkIel%00?S+LrswRa5WDb? z)uc5Ij#UnGq*`dOYG~;Zr_D6r?_6HK>@5|FMq{m#cTvIjQ$Y%AfC3V#P7$Lk=JJ|IBV8b36~~4M9aD>Vb;v?ME|Zz2u#v%X%;5ztZ`j|V{~vxNlPH}XwaNA z9Ps`X9kLW)-p#WTEK)X030gA%-#yE^qEHQZyewxTwFXA79I&h)^h2o1VWYVq112xr z$xyPR!+rk0*ni!0*tRT8y$Kmme)ef<5TPf1j5gCfQ8jRF(Ov1CE;XRwXKE__g#lC3 zE=FPhXfSKy?!&)91uMbTe}3y#LME3P=QdIc5fRfYSG{L&*Y>UF;+xMP`0XaM@4C;R zMVS2PSW-PitgNgwkgEgH&icaTJvAWxHgLeqx(0k3x(iqL61t?dCi&TtN-$hY^$yM< z!`*8vuPe4h-}NZCl=@deSmRB4NIwHQ^(9_z_|5>?y@_!n1W$whzcwA&UIUtq$HO~k zYhiZgKjTP7E#z0zWmKZ;KuUJc_^Pk9udVg6z+(pufqm*V#C>`* z-T1T$T59&pIbUPI*$4CO9cLJDTK%;3wPy^7lAQg`Y-K?D%Nc%JI|HWGYoz7x5phG& z)A8m?xbUZVmuWVki|n832L_0``z5?<;Zy7`sX)fx!!s&w@Zt%2Q%fqCJ%HBhLg zW88kD2H5Y;yC?Kj!}4aUTetPAL1E`j0kT6C&`tQ$&Mgd(cmHh2XsH6zs`3vW?bQ&I z*x+*RM>QN0Jk{PiRtLU%zGG)8I-$q;b~Ej7^EU z$hmbk2NC&HkDnPm_=OH@w`gVUwyuO8@x_;p1Tvt)ddXU!0tPtlXc-78Vt`>${(mz2 z8F2lsk3@E8CD@krY^A=Z!}-%Z#)&x^n3=gGq!`iQ-jJtTxe5)Iy0n#LgwVlUZ`Q}e zz7l*l-EC;Itpo>BvPptXC9r4~8^4XwVd}rFC2~Zc8*OWi7jdG2EG;a`%8d$P>Pf#> zR#RY@)4%?kDiwD142rx08hlTw+M3@^gFPz!>Ul*pV6J}iXVQ@dyPOJ^K^GPB8>r6} z4pAXaO=5v7g96e=n;tCPM1d-sGhTcB$#CYLtJ^vg3OxMr_qmHA6`U)gdm2K4UeesQNJ8K4du~hK>OqFL6)Vp^;*wxUxXXvbCczW8 zy)AD`$S}83sl#G71!N@+)DP{VK#0xNq6g9x(Au%z{!k$qNH4M`-YJoxXi0ka^ie{e z(x+WJiMi8biTN*|ujOFiux9o1fC^YC(6V?kk_1=RM>^F`lAx$~v(9Kc3Fw@Yg@vso z2>veHlIuu|l2`0fe_y*uP>=2-!6?nixp)L0I=xo+k!%FAHQoN%_OPdV&J_D=uS zTmi3I!d*p=lb|9hcUPbp3A#h2-6c&)zzSJ=+2>OQ+&M7pW_-E=X1K9|M=Z;L*jYWJYibq4#aM~uuES+edrEy{1;Oj==n^|0Ct_Y0^%_}IM}qxlZcCnvAb}69;;Xza z3H)tGYB{YHP@<{R+UZaM4j&uaJ}Xr~&c^oxW{M=(T@|j>HBW+ikBeDPZOFiTL{&~+ zOo21?NhNo)C_sJ_A}<_H0Wpr-mYugK5E1icr(FsKxbFbCAgP>Gf7OiGXBu@C z6Z69@hv|N$L^8;Ct};?{r+{*)Z=j1h89s&21(z$AgSVJhVQFy*Y*<;O{FLBXS#jl< z%7;=YvDsPm^>zi2-qB2siICyK_VWqNK_t*kYuK+6QUMaDBs&&`mcu&#s*$sK8KrRPK>n%d<}#S- z`j%4hx&rlbG%p}=F z_IUSto)@J^ev+0|A~ZxO`rW^t&pYn--tRfzbIyHYIU4tO7UyH~GgHy&k9jy=DYN~q zT^=f^3G!UieE7*^`>0(ifMoX+FYT&)_**xh^f~qf(~s{Cf32DencdQ#4(-gr;>S)u z10Axkbig8Gr?|4 zvnkk^0giU*w`9jOG&tx;XiiAOt39o~epAx1*}CGm$Y)ddSV)0_6+=&CzXb& zT}Ijed8J^r=Crq>J&$lH)AHP&*kp7DoOU{J{Siidl{o&}Q*h??={Vh@M^KXcnIRpM zjGIZ@c;$&n=y2x;xE#6`D^6@Y)s=|HWu-#SmIs)u&KNb? zmI(9UzEsA~`&bfCaAe?qJhWeB3cY{CAVk^BtAE=)WTnTQmPoyec+DTtw^v6a<)Zht z)4p+-J#QrA1}7f3%kS;o?3946{h5zHWW}Rnj2ErFJq~-k=1-ZK5ChZ1xY(oJ_b{=h z@oa~2B%(GoP8=}4gEK?lt$R*JW8Dn9#Nr7FFcawcZQGuRj!fGqEppCG(~7{MYl(0j z$6vft^*%0+z5VPpKLHXUX%-JyaVXY$ntSMA3>GA&Na^N9!@+8epWgQbY}%@mar?^y zH0Ubc(fjZK9h({*+Fm_?JZErolhOmE4V`Sb!A`&h{&df6#c^;do?R1X7mK97`ds(4 zXk0V+e8b~c6wZ}o-PrXm0gY?#j&r~K5JzS>O?Rt)h=kg6=VA^d!yzh^-udq#iv2^% zCfrMcZ0cnrd$k8J+04jtl1xl~t{v~>lZlKj>OF9I8vBTQ7*$9g{doAO~ zW8{oCi0&(Wj1LQLD6w8Y#=0-qr z)a)#DlM%YY&ccZ=av4*-b5UlIt)bfU1TVSoxAw&6NGu+3{(7I&%;Ht{q67)&d~T)SD8of!p~X&EV#v!VbmTy{h@sO6(0 zjx)VwUIFBeNUJaUQi#E$6WrQ5if|(2@NsXOVoY4cm|kpJjLH39mz|6+#`UMuE#=7P zS#4&k?{bS!9rmQ;!uldi&v0Yuv*; z2g|Uj?#r`(A>~lLmsD{vuN+c8XTH`;FGp!)5u>WE94!}C7#3TU;~VEJJNtYYdbgDb zWyn5LBU+4sQh1+#ZF+ESIU4HgYjodLApPu?ExzFl$aHt^zcqzP{AE|&$%#x{3zpV@ z6~};)YWiyZkqRtLTDT)&e+5+Ye&;`pD2M;5^fyPiWiYboS2Sdmp?!snd&oov>P6Zb z``Jvi3{Tm2cnS-L?s~+(uw@~rWr~Ag2@^6Y_R(Q-Oi&ZopM156f%21`r77MOVBgcU z4rZ3)W6LU!5Xo`~Mrh?9T@`qjk!twr1QXxVJ`2r{Gm#>*GuiL~6I(V_shS>RVxxvn z-=|y#`uqa>hxipJ52ALhnpy#)Qaz<>w&jp`>^Ud(S{Y1~Bbkbd74Q!nzrFA)1AD7& zzplQtz_-K`8*E0n0-mtml`J}Tkp#tJ-DOIu%;T#nA_ ze72y1)SIC5H}HNr%meHA8$%fI+rDlwSBeEaov&Wbi&<#CAnQG6JqznDHb+MtX5v@z zrz1b#Ghop^aDHSe1G36D-<2mejMy{N#4o_OGeH^~hCM)0COu6`$&PAHhOx z@DttlTo#u4Oj(`7VnJ#d^H%*B6GnGWji0-jiAbk7WZ_8v%^??UCbnObl(x7{>K?QV`g)m# zwNCr&dR}m__tT6q1#0In^o#;>&im)yg% zagk#4QN?Ko7mt+ZO>~*afxn*CTH2Wn6Zc%FedAaNsQzC5GKz@> zCl;FAu1ftg(ulr9>B|PwtvsZEw2pooIyS=9zN5%T~>f`Hmavz=J26%d*k{A zW_&z~$WgUk&x6*{qnAwfaN)Lm+oI`xYy?Eh_iR?>K|{kvxcCDfN)rYC1CavoV@`*e zR|&99@{;wmR|06S*Lm+8BS4Q~19QV-0a~>5xf}BM7*M!txz>P>szYHOj14?U-Z4on z?BQd_y(9PMNC~m=SNON(tA+4;X1H>$hmhpq<@j_>A$G3&s3jvI#9DDJsl`Sw^2?~&pQEh&O|B-^95*KQ7}D7Lx2bWJfEyOD?|uOb4H}D2xB`d zOp5|U&=_)ai#{&G+7%1k{M|(m{jRlBQxc)p>|Cs5ix6A~6NSa8LY!kn-sOh~!5i9p zc*~do)q{b`{fkAAf39n>Q-Z?ND-9cOOs8-!;B;!=d9b;xri1Ld}oZj ziEyEy+Nu-2LW)LB$;0Tbxit1%(T*zHOrv-Qqj0MUji=*l)~QdRAtU2t>OfIo7j22F zxk{mm`{!-QRtn-*-4ix`6=DCCHmzMRCOA zDwsxwbj|0PE;O2Dj7JAZ-BgQ_U6rL2$?g5!5^fZh9$47+klvd%`de$7bde%T7k)X&UEWII$1t(okW3$LawJD+6y1e9fRR z_|GV0sEtBp#={@s_i1d~7v;~IEXF~d_0?vR#8|OwRz#GX7`dfS?@jEWL2df(E0IQ{ z>!H=KYX}X+W7E#nEG7Ma(z?}aL(XyePNVl<8WLfKAK#dZ5oxTj-oQZ&mop z&YNs^b%|ld^U8W#DMspKJBh0qV#I{c+Hv)$7_){NL+h7{F}+7@{Ewos`tm>h%AYiT z^}d-Gn=i)V0Z;B}tx7On>5my~tb|6^8~%%xmH5#8z`%WeC44t|s`WLAVcAh2$&MAn zZn?dtvYr@ITE8BP8zlT#{eDFe93~!mk)qiq#-3fKr^`=OLZv>%wc<`CBsz;6?>(%< zMGKSC=o6LbS?nMRUr>oNs?%7bZ%E&J_&v-xG1Qr!E84b-QIVglI$JEpug+enXuC?N z>&ESFyHbgxS7ztQrBy;r@7ICQ$VvoE@oROpu7v%}f$T_`N(gn^SQ9v6w6*ja{o5x- zK#0Yf5=Sw<|FK?JxxNxpwN89v$5&$iVBS4RMkTbzt2BzrD>2bynsU&YN+c+5psZ$B zV#DU6{JKIhqVAVj{;?KgbdhQ&{hbC|#^TmbEis&mKF&YWD~8&CCeg|}DxvJce=cEJ ziLtzWhlK{@TvP4r^oPYz40PHvE=!ETjyH=PNMFwFazEvN)6iePW@O1Z8V@8Bnm(7( zu)WFQ5BrGGk=^U_Q6Pq+Z2zKKKEdPH__t!hk8km@bzNQrf4#jYZYqnh?1{9CPCku5 z#)&PX&NRM+ZE;chNnv-|=lWVU(cSbPPySOUICO{BZ=5ei&EM0w<_y|MHh`l z4|8jC<7rHCJ$^uKB@Lr+?=q)%6nec9w)h27xO!xFzC4SJ9tI!vLd*Zi02ZxPm9 z)ib@>L*e_+t3T7O(@-9$NShNwgQqjUCXDFCe%yZlpeP#SPd@+Vyqm_F%%>0fh`vJ~ zQZqc$iC;`RF8*RqAu;T{IKhs>o2Z1cH5-W@_qN|%kU&GoU7lf8K||?JX5J5?bBWl7 zpe@&EJjvH%&NQRpt}($*WfG0}Et4+xl@VP(j1^C#iH{!mWHIeF>FcHAVHcvy?yFSx z=m?GMIp6Y)S191obMo_a8rBAq&2cMaur{{ z+DGQ=IYZAiaVpWlgp%ntQpB&m-}xvxMGUV#U00b(8a_&9x19<8BTuG186x;J&wVsg zdyqnoMlRo#;NM|5QEAO(!c$gcW}l2016!qBk~GDry5XO;XM-3$`Z+n%rHQW|chOqJ zq>Xn3jAMNIuj!C|P@+pCwt*)xH!^0LXf%h#qamM3-mHqL)Td|rR1(SayZUu}l! z%KZ&AZaFBVMUvcTR7&F+(V4GnqqElQr~gB}}O#-Jb^Xn1JlNa2NsOni_u zh2!5{syc|y#x;+0%_n?}Hu^``1<|PMvtHwIi^fiFtLMHGWWNvDVy*^_J0?*v|7s|x zU)Zr|&P@tFS)L}JHd6SxzHD>L1qx3x4EQqZXnYrA0+i{Yy-ndA5&E~q%9#hT`*tqYb=T2HD^bQNgjoiy8?49!gtj;d#NL@NluGR z^8b-MJo4axW<6wdGPSH+6tPi*Y;nQbA(3wtdl$5 z5&YF-mqzSrr{I^|sBO)s5o^`X;_eh9;`~GPzkx*GmQ}-TH^nf?%EVWaH)WL*Uv4oV zxzW8`F?fjJ7qaexOf0GMQT%Qp@gYBpcg_{IG~U(QhF+a5h6LM0KQKg$F%^9)-$*g6 z6C4az+!dpHQ32!NNs@!J+*jEWU5v<<+WJ1DF|;+(TYC&_NL$xNdJx|pni;U#m*hrX z){8GY2u{XQztuKq)Er8wPhi1;D@he@O^V&TI)Wps?to@v&DcD5#j~h=+a=-7DUFFz7@0TvFxF zIz{7v>U;T1-ZbvV+S?r1N#<^O?dF>@G~Bj*v63YBz-8|nRB{eb(0Fv=wb={`G41c2 zTKh!czEQRC&!#YT$93f|a^F-_89J6Xhpby9^x01CS%LTbHk*)nu3BYguAEBYn4YWQ zmfaNQ_Pg2o%%TXw>ECkGoo8MYW?77QDU$oVuJENL#TTLCL-TnJ9}#@)m9Ip~ ziC|sdx;g8Y5c-ADJ6v-`_^5UD%8e-$jN9ie#AFHyy4Yo?NdF4 z@ih3A{eR@W%=f62XKtntn#DWav`N30Mnlh!pDjWwgKkPu5#ga}&E2=;`=QdWb5Fzz z!R82p?X`vA(A;w`$^;m_Ue2Ec0YZDkf3+qEAgQ!u{j(netP6dvww=5Oj)euqbKJ@L zl7=2f@}wdTK5eoP!rWna$)@iD6!eXnUpq&hnd3V@j1yq%+1I8VFFqnGkH#29@S$!P z^CiqufWAMB_dVAIu+_P!XkQ}0rQsCECuapPsrz*6pE=pjSRqBCl@Fcqzk@|-e9WJu z{`$KtAA_-uO#|zA5PjQxFCc^uOaD08D>ecwnzvKcdXoUwC#R_}!UT92eN@5gh5(av z)#iq4k-k>$85=wdAAciQ9_MT0Zu$x=vkNCqT_e zoo11#08=Gfx>u3ss)ZE_W?Vib?j74PYR|`r73bN>ojjymDlD7vh>JPQ%O%oGHr5TU zaMi!cLw$EbXv}UtCKU-*%YNn~s%x%qU?m?L^^VFv67x~sN*PFAIRS-AD~ zN7CX#HkzG1yXwAjA>6V>&3y?U;>-QAzCAqDeV(#!-7G$?d27#0*XQBLFVo6uD=v~^ zIj+UO*k~+me(<}Ig?mTpH06_-7-?$jw~FInv4hp?n8Q3MpBjxgRl&nOdDn=yr99Xs zed)d^$%p*YTlsRIxQOfuRd^A~LGtIYGe_mvxMd;U8mq%Xld^&L(qk-ycOG=Qzm*HO zkbqFFM?B2aIHP1W$U`|tO-_%&gO%fFyFZ(Fuw3o)E!TjHqpPZ{*lRh+sDA%qhL8p8 z*7;YeGMMnx%agie!NC*b2kt(rc}QMq@6xf3B=T;4y_KP!-fRhz3sGK9ZF zjBSf{#4}OR_iKE44GZUvU(0m0)1ENmUB_x zbXGnxmWvnfs`XDu@la5%x$vqX7qd3x6gmE7!mDdl+Q$D&iB;{iVQ?b zT&USA!^XYIZY6UV9NY;|a$Po^i%>1O19zu#(Ome{bWb4%ji;uaAFX18(Ne2ZmCb^o z%hX}E`l$1i3b&wa+g_{ePz(nbti)1K2XCzOr5HPN9bc5$)) z(2w_@Jh|AqDEm>ifD4cQsLmVdY@fRk_H80M+YQn%M zQYP+;VxYNGn8;~i;~U>_=zA^~w?}TzcF5tPNA?r5k0SUfTjU6JxG=XGTcAIkgM;Th zC&u)!u#0u9v*ra8ZI+7F>kcyD`O(Rw&7K8*k;0lAr#YxMw;p5>oX<~dzrE3(i=BFJ zEg$dZ!aDBc=fjp{P6tEX1Gcj9bLsA;*RPmJ)*bwCt$~3#&+c83C}Y5F=8`=cU2Kdj zS3VX#nTwH}E3Fe%xUjWq8}MF8_;fy`(HhP{fNkj)-=ta`CX~*Qum093<3jw@{(kIBV4u za5s&GcR|)(IUd9x-pLOs=rXWct$50Vj0$u=x>izE#==l|^Cwmi2Ni{?)k+B*m?sU~ zy!DcUy??$Pn!1nR{%h}raXxHh8UGo*yOxFW_T$Q_@=T;nx;*XNSOwHmKmTWUoq;|F zdfu~@L|=avULV`W!421hxk=MF7@3xFUv!WItrsre61v$anmQ>+?hXsn)<5p1#Y|9r zAGM0b3`9#A*6ABn;9J_znaMmRif*Q;S##NVyK+hVu>m&ZKIL|X9OK}Fh_}w=6&sHi z$b2qvVne6FzcX|q3+!?8-sjw5BE)@i?*d5%woSe9yJAWOtUqXLdkL6`yQH07qDydA zn&=}vhl6n)?`qun9GEa9=@<#+{>;|mHckJ>cKLn4P0o+%1pK9aWG?3d!OM8Hj+j+8d^1Q5wUyp z;(B>LOgtXs7?b-#|6(b-+E6~2PTAhgseCLDNLqCS^KmX+6S^c*^{jou(&8bbVx48kB=)61>6447vRpVz2UExll#PkOEL@>0saR70RR6Kmw7yt zUmM0#XjQgEmWoJaiT2HhmUNQ77WbGH#DX^}}YWH@FQFHtG zwE;?u9Vat5zENTvVAXwC6C{S5>J7fNf*4^lepJ5;6vJKBJX&rRh2((WfftWZ$oZC) zoqvYZsTmV6FM>iV*E(tcZVHz+DM`boQRuu?mgdzi#!f?KqffaQGOw*&Gb6}n+eKr( zE}^hH@Y|%I*AyxZ&$S7@Qn>PR^!#z16hu>vPI5m}`0p5VtoB_BYHI$IKEzX)9>Uvm zVKar^z!KphB?=|Y?edweVq7}EG-uvh3OAeIyWQC)ft&8F#4&p$Xg^Y!kaR_Yz7bnr z&kL6zZ?fsd{*@AV3Xg;;4^fcXoh~_CN+D6c!9_ca!X%e6Ct8P`%VD&uNezX*Oi7R0 zISGme{|3KEl3>))GkW)#5>zNoS-(6{f+=6E^&0+@;Ng?c2A?NM;Pmr#tKM@8)hZMH znod(d9cNmF6@@hKxGg{qVPnp-)3|LQkT*lxeyEv}jLRW!?gdNKw2(s8x-1`-@C-fR==C_(I{ck^w$BoNJCXfZ(Q zYo6MBHr+~sNeec7z5R)TH|0`Sdz-=ui3=xV6NL{1$H)m33f9c{eTej-zaq%H#hK`z zKT};qbb7caNG|xO1l1pAdyOOgcAc~J08fR~k7q4;Dxxr?S^HC;@EDeP!CG-1g_;+` zfu~6yuF_YRA8(;>2kmNe?IbYX8EE@wy#yg2rdLQ7OYo=Hm0$FS!U%TBymmI>P5n#r z!~GOE=i|?6Dw4W~r!@7Q7enfn65-t_#!Pd+>08q%WDggrrT!zl`bp%EkiM9hj&0cX zkv#vNH04Mx;q+2+*>rabMqYQ0#QYWGXV2>p{X8+;%x0|2G9&!1_Br0*F2>E&f1$4p zDJ<#ssGEP4f=<+M=$`~~pP~!ah^|n`inmu*@g((Y)-9W=Ot{tC_r9-4jH9mEU;lcE z(Ujr#C%Q)j-}+HiOH{>p;@NEOSS!Z9eJ8iHYEnqiV=ER+A$%7O_WEm3@MXm;8`UJn zhmn<=B9g^OnpCjZ+g6P3R@)GhF=Cwc2vL7}Q3PuKDBbgG#5lIsNYkc{_((OPA6W_*-j(byS2ud*aKkTY zUgaRg$YI^kJ$X_zI5`Oai=Yv`uOhH|qzu2?8)~0Sl)+~6tZo%k8A`6DpLZE8!*ji# z%j~|==%oYWlJjUhvM|12<3!`VQ}xyplW53-^Rk}2rxEyN)R1qq4A;H3JgDTzFmpz9 zOr%VPAJ=bizDi{{apAPZi8L7+ue|k*bd_Nge_`NfRT|85jKq!GL9 zb5LKl4D=mwsqcac?9yQugs-iD?4G8=_5&3t+fficd0qu(J#Njr{6mH@W89n%rpxf> zX)-UxO$N_J^zlY=o|uzwGR~yRFk!O3JB%yPb}dium3swjJO@5o`d2_FQ|a(ZS5h~+ zckCIJ3Zw;`SCCzk!B?$0QErP20g9kpdube(zR^3kNd~)3CwR8wD`54@o4)E$fj135 z+QYY0V0qxX_f~T&pwy=wb@8PP46Bjt_jkx}IjM2PaTOW%XlmM+XVdtoW$`&~6%9*` zT#Knh=jQ@b^)!JDcV|?c^!zA;CC^Dyw^jz>th2kEDrK;?^WL@Oj0`#F5A|PAl;P~g zDrIL8jZ^myZ1(V>(br*Q{8N>NoZj}Wx*asK0&L(75S%bbmq*jn{mW z*?fN)KAwL4`)3&0U)tPnckjs1T_v7fNX~b0OorQIE!XuN#zw=>F`@bK04 zgj=N)Wh$D(fBL1^ZD^S@{~e8B$8WDKiLPBc^rp6NmLc2Nb8qWx8GgFm&G2iWQD(k5 zQZ0_gw4){uRxYG5b;nq(FYQt^=DxhVFhq){ZFJdY!rLr^84uU+$v&gIUn&jJusc;C zC;3aGh(%|I4A9sR5uu&VfFb@xviJA4Ladt}nE+MLGj-bkZ1 zdUWto!b9t%$C+7$QUp?JmV>r5Zmr5(H)nQ%576+*HQSu=PYQ)CyRWD{l)|H< zFz(ScDPF0BC%?TOvi-@nj{}$-$vz^8|*ROJR6KTA&Jl1;sy%Ym?fsgB@w4{+*GbdY1TmUCz~t zC>o|QCNF0nrZK_5tFUSgjm57QHJqlTsCLy8b%jaMdbHE=u@QOie6*j@S1*C1F+(-( zvlRV%z0EvBi67-1?im+C&TC-S`z(j}#OmW`ONdWgSoG`tY~mB6Vzalj5gwM0dGt_` zCB>yz4EKOtQano4VQXxZ!tY(vv{OrI=xzMe(npbdRG_*xT}*@3JoU~p;urA+jLQi` zzXH$24=~&N;eLQKH(m0bhLcZ)O(x-DXLR)9SfZcSmY_E>avr~y{dT`@NYSD7*KWThIq&TF z)Kua_H%7moHj><{!>`?`*~H)Hp08DT`G`h&*VeRqgbSsTte>HT3z32wTa9p$80_(@ zrbvq1rkxKbZy>($N^rWnO9IQXd&Rq+OYvJyMISCSR+pF?aEX4GuG$p-NAx?dZ@eXt za8bZCc-gH)BWH<|c};~Bk;XUw(~6YBK54d~Xs#3mGG^_QHxiUC>3Gva_X9j`#+#XPpk&3Y+}6}%c4Bo`F^%r3iNAjQ}GsP3AlB=@gZJOA>a z1YSor^H$s-x#V_zdyXUN%kzI-dw5d(anfD2_`Vd3%8`<+4)DX!{WN*Vo5 zf)P8y9;cBx#I0fd%Jn+r|5KY*4OLLs*y`!+L2~;|=iP^1$xGq-Vc(iULvr5&Lw(Mx zNnyCI=;=W@;tRjK8>31|9{==WmlMg??#6D)k#Z7TUCA>O2q|bVqmC^(L4ldgH0U%Z zc}b2PzmhG%z@rgc{*XE7fMxyCLWTrF51o(qE=$1DsNd|kOoG>YpES=QIr>_&?V>J{ z;|BdK9=L>42p=;#W;w}e`-)auzg;WAoP}wctz`b0zGK?uR+8t(Jm09JxL1M#xzF=M z$$a*^h?U;Lr(m;m>LC9ZnO`Pnmbj8U-c!C}!CVo^%U#blWbUP4YV44dM&_KNb5&L0 zy%ZQUpHWJle?>PUZ4Z;exW2Ia@5x;1e2Qvcu1n_C$Xb8v7BMuBwDr#nAvtu+Wo4H| zVq^ub8cg{ihO(T0?pu;KM@}Ed{NPIA+ke~V?Ojh{v}Lz?lo18J3G!ZT4Pwj~`8YQx zU5uDpdwH#g#8@z-IZvoW=4W4DWv$yHBqUbzGIok#UM?-{C3*j5;p!1DbH(UAcKY02 zGLI+iGJdy+BkDLrR)k#b~Yg?&RwrhI6Oct73=|SN!IB_CFD#K1WX&OeOPwvB`j{l?b})zr+*@ z%W=HTYgOyCa>Qu}8jS2ksJ>@0WLqY}A}6zE^E)E6naEPWY|#5W#)j!mH;e zieSF&WsBbFa%_k^=TMPWhWL|9SEfmY(E2xxb3R&#O#kQSOEt@(v-^rRr@I^n+toA< zb(Z5{ZuaCQi$(Bmsc1j0C_;mrzb4PW9M^Qbcbqv?hD|HZ%znZUVpqP7$==>lynR=! zyKrSG5|u}CEGLw~Lx0Po4NYZWw2d7+dA|$_JF23-+$%#|+!;eYS?%in`d=7ZhQEJ% zSWzlMj2Ktbkd|BuNewqmu|)unS6T@QK?1l$MyW0gDaBW_f}{=kLfqYde0U&Fh+cQ~ z=T`%T&>Q>u#pZcJaM;s?bC#B3f?9{}cEb{EHW&=}wnczoSM#*)QG6u47!}giz{67R z--w2g5~SypS!|0fg}Y18Sq-03ESka%*qBucmt_@3`}dLWPh55|3@E{6hai{Y%>czVjiwf;6E#V!9~QRA5VWba3I=X9yUsy5Bs#k?%z@b zP#&qjMZ^-|*9n(*8yNz;db?H}pCG^{L1j{5I3KnJIax)HJh1G>X)dwhVu7~yHZNBW zQoq_}L~^-go;=|{F_DjuDJk=Z_6V?e)TYXVGX&@~&mB=y{y#ps zT)FAvr2l&g3^xrd;o;i%Yg>&IHtwA{JV`N&g#(9U zQhiI9IJ7+4EX<0F>3VjS$IEyqICOl~xn3Stelkusy~u~6wdS0A_xV_M;d|94vhR8S z-gP->livq>CQwRTIC(FqT~SH&UtAunFJgh!e=AqRdL}y# zSxw>N4VxXfG?j-JrPc9D`CNn<){YE{=3uh$K~n*T4ZERLbHzn0yxQNnxif{0!J1x; zq(fYs8~wznUY_uLCugG14=(PT3VvQZ!o}s1kiKDi4*o4!xbT!6>6?RU$+{92UK@5^ zbGprhOHNZ<_ALhV_K#{&A>ZFE9_kF<%0Z+>>RD$?4wUkof}G}Yup&Zl($Fn7noDnX zTD7n+-qKF|S&jvl>(=wT4>7Ux^OEMnF$@H~=6#&{sTgh-{(QJWbo`Hs=bd}N#z5V3 zc>{`#?F$s`^A>QBtZNn^y35AM$ZfadU$C$s#o^@GA51)sSXQd+%tTD#+qU>a3@D60 z{Mnt5SWPmX#e!kt znBxKNOng+iJL^(D1CCQpDE!VX2BT!(?x8p)WQj$WnqsBZ9O=MGg@?aofXk( zV&tt3Qg_kqaIGYDHhA`njHb;Y^Jq0;^h2ady~+9u#Y$Jxm9=K?ll;j_}_DYGCdj=a_C$wbfg zoz>OW448knjp{gFj6~ZmUjwl4Xnnm)3h8^F#_vypQVuwUa}WOZ0S2p3Xx$xVgSaPlnT?c&q+4x*ro@O4&Le;L}p}HGP=sRf& zz+|95a^)FLG zQ>L<@@saOpX3r#fO;%NWmjU6H2Rg>nmL;RDNf*=G*f&&I5OPJ~yRgo910D_K}6I-9Ss zjfvJbYc@~JVjxSSe$r}TF}(R9?o&&P(CGZ4_Rt#!z9&bWsw!h44?6fOvG#&JxltK8qq5CDF zoo1uGNjb})hJ_iq{Y-~eCdAHDA{r_g7|{Dsx~IMvD{6{kMr#&BM_xfG?jaL4#V;2e zt774s`^|NG8d*5n(h{+EnCRvZI$Y_?g0djvOV?W_p7kB{?@eaFX1vxp>nFt!2%WrQ zn~IRb-_F7nN+ToU6BDQE6pQV< z8A#p>$31Pu7`X3zGh}8l>U!UIoE=?+CmpGu-c4hGVHy)VP{c&o*@Fwr2_K8xOWL)r zv2aP?GWc{E3)XFu3^KPcvADyqQzMFju4lIo>U0)khkSNurxDT3w|UmPRYkbIC3IO9 z@d55R4|Tn9EF?LYH;gBIn0Kl8PW{Egkv_e@hkmjUKL3WCRFehU>|3uhqnMx~V&~79 zz=Ve+wo+H0ftD)A&@SRj$5*X9UZY6%Gq>jY-(GT`ixgt#5Z|5YySG@)l)N_$DjukW zu<=peBLh<6(_Y!s1r-(?{eCyU-_6ACOEr&d6B+n3P(QZ*Dico2TdNEYu#qD5IAto& zh1t<-Z`G%9(e{FqI!T9%bvH-Ut{|f+uIMIIiL0#MSC&bu<^JXt|>s z4{{;XtFrieg@e!?o~2Fi*@%15&!G+27-Bgt4It-;D35N-A@8@3tnn!hB|OZXp})xP z5+D5^XD<6h-q#8~nbU{7`S42nUZGLIL#4UA@*|Rm`loV3n{>(lk~JFo=WyV&C#hX+ z9|uo&ZF*$2m*l7x%dK_od}wF7+L-?0V|sFC_^Gi1?5{pkTdyd9W2#MXiV`0`ABxU4 z9p*t_iC2-$<3eNUz4zSq0 zegaghM)5Lf0alb+-cou*^4YoU#~~(s%&aj<4gHUY3#X@@m}SO8VNscgd5Mb~%(58y zJU;rGd*?)P1gIIFHaTif2?kV7+>{F_MUdEf%&ui5A9vsXV>PQ3orfkXzkXeUXZD|t z#;++sn)YRrMv@=5$Jte#_7b3f&zseG-ldpZU#{yMBEKV)thrr%p%-9!oDIB~$b|D+Hd+uj|_nJh%`Y@OsA%0e`XO%A3MmqFMZ zeX~2U9CxAzo!hI+QS0jQFL$&Erfy%|%9_iOW;;@8V{|zZPY?ENA1Z^(qC+vykClNF zd#zs#+?#jj7p3^HD3h7k1luLmWa@PwS3F6Y!MQF zey_;bCxS!y!*fTbi(vLSJAEC$9M|na^N*;MW6x{O6sPebbe*bMUtT0aM1Jn70Ch3K z2ez*pHB$_h@uj*aDq^h24GwMmB!cxXhjaUGh>#{ZTDs6l1i_DEpLVE-u#nR6x_F`- z2YPP#7FvrC=X-tUPFjR>V^WNte-q*Q*=wE|jUw2mZv1n(L4+o*e|FL(5mv`Iw{+N% zd9Gfg(zC4`+w$Xj=gcZc!pEN$_K{_vGS){e&nd?lbHxVub)ALu7wd>lgu)Ac9 zej3#it0{tuLesMpzjEA~>3?k7gEH{q3#NHXgh*hFP8=K|MEkU$f5N+^h&PNa`e0Co zXAWP+Po75~#%jfMdza%|Q`5e^jb+G;upV*!AJJPOZ@7Dz5Fsx{P$?;; zWImhfUBfAXR3UWcl0O0*I~`gPG`|!nA+;eUM};_?v{T8UM~K2VsUDNn%HVW;!6|N` z5V?_?xXUL9ac8yNx|w92qHW4mDt?q;!|yE1NaGU7cXxMq`;hw+Wh_tm^Wjvgp?`$T zXZua#+ug{VWoIf9>PMHt_&`@e0a;%KhA*&EEXB6d=QkUTFM&nom-LVY0&IMf*kqZ` z$JhxzY2UB$aQKPY67N0^uI~yuzo3qXJr=R4u}%Uk3lFaFx+_3?XWnqTs{q!XZ_QRc z9^Tf>Hql8;xR06Iu8yulDr+P<~%&I zkc(N#^qDeKKKQ=oSCannko1m|$hGAm<*aI$@IDvyEb8csUJjD18yW_+{{J5JC_Olq zjfrXD0r7{KIKrHncF~i8{{a91|Nj(NcOVsB8bVWc(6^q{xg0KHuNxyyLv*yzlcoXM>K6v@5+7+*>}LH2qly zW{;hs$4-`EVDN&I*JL!11uY4jpI!?Z~J$Sjl0G3=H<{rcOI24(u zXB?CVrSIYYP8_0P=+?Crk|%TFA<7XgYncy+d+pab&eFkfO32g>phJN>JBGYj6r_9d{bs2~oaQ?F{Hxt{lO|qQqGf^z+Ks#uY zi4w8nb^D4kz^T8O!y1{6lDdPpex|3Pof7x8vOE<;SATuoeJU#Jh9lj)Qs7!EKvz^t zg>Kftnpa!XvC+FvWI{e2De4ZrbrNPqkTP+Qj9vmO3IG74~&cNn{ zEmWvC<}Q@CQ&1j!b?ic266BrChOYggpjOIvF8Ku&C**EU4rQmJG^KMOJ~I^+|Dxqy z@TVfP!QrtDD;0iT!X1jwDaZ*Ji?L!&#@?L{pRRsRz!vZCAJ`XTu)uZp$0e;;%!{>6 zxuzw-{Cl{1ZVd$=<=6gB2&SNUP~V-lpMr{@4M}N64#iWX$c*4ora0{qBM= z_XOz9o&VCkIv)1~I+ZwwVi2!Aa%x}g6YP4R|0QEC68$8C_wa!TXiFNLz9SHh!R!ZL z_EDa|h|T%$)U_C_o+y59qY;DV+xJe~o{7fDv+b%??NMlLwz_jmHv$4ZjM#wKFsOg~ z&2zdS1l+l?&Xdgnm~i{StWX_*4ekD(eQjazn6ST@bu<#v5(6oJ{UgC>`KcT$8i|wa zXPw?xgkwyxZ{59_P*|Aur`XaTzcsM53ZYY6f`a0j+}1fZpy_atr18|CZ#?aOvLVg6)6 zfw7P^LUrq%?mxVQtnHnzqJ0d(IwmnTE@6+zxt|(7nl5I2fnA; zPwj(^!BlJXSHyR|#;`;;YRye6GT)kJrziS|)XaV=xJ+>;4iyO;G1ol_YxDM1PBnI< zF^Nq}jqNu1(Y&X6%Q-9Z<8mM$-?$AiasLjsA+-`h#* z3BlyRzni`$H^RvD&A#ow_C*kVjq^jt_(RCrwpW$iy+Oq6fE%rnEriIQRH|7>4JEhE zJW;6Dh#+TQpUFX86!Dfke|T?JGzoN_p5x|-CF?0x0qVcw$pxi4^W@KQWVdJ3Yu&+E zQW02nO6^lDS=st)RQp{V**+1etkxM%*oF`u`zRl8KKLK0c{#K+t(l}LOXdMBer{Ewr|4 z6Sw%@v(6b}$ckrWzfLj1j%{>zr%lQ@^{H?+OZ^b~*K8JybU8)(dETj%xhN8*dm?LO z+I0w1%jUQ0U96}!Z_;@8?IG6gSzXI%=>vZEtyaD({IKctfh#!+0a$CJtn#jQxzEe@ zjvPPdi+GjqvOaITam7X7L%zTheVztGYKJ|ra=ud;YW^4>dNMy5T&#wyXS|c~mich+@m0xC z`NL|c`!)fL?Tx=RF2&>PnH8J6rzjBkqRV^wBNbdW$)UdkQ&IP;EX`}nbLos9hw-;dwemjc<8E~#JQ zX@HpI?Cs4NnB-EMiW$p5cS`OyN<=2c_`OzdQOiWms`o#3vuDD$ceDA3UIrADMX~|MR>}!Bi}dXBDnqK*Yol@@K);XiG)D+pyRa6Paa+jWFHeLK)_SOda8atg6~Cj zamwU@8f~N?3L5&_3Zj+2E&JVgUw&129t>H3s(t3AgLl0YE6t9MdV@7X>uc!PnpybD zqKXdIeeaiSPSC-YwD|7@y#U+7Ev=7h2w6evD(cw7oy{2UGQqTB4or+-xvoKq5UCux~xJGsyC>ee7aZ&UDKG!{?bCk_;Bes zUoHe&PwK&F*+PhVjQrQN%-2lL-~o4I5m;1bKL|vXV3cwFeAiM5THSAZJkcn{&G4r| z?fT2SS3s?$p|u3=BQ752&X$1IxHWh2dogyJRKNV}Sd7fqGU;DP5yp>ud2SUd#py}` zp))lMaMHf{#Icv*7i;HP4oVqvuH>^=F7xXPg-KfMnG9@P+tJY}zyPK7@5FZFQVfTg zd?dCd7>IUAWxHAeeU|ls$ z%G26c29c>;)!7(Jz9bwmK~Ck%kej)Jy_=*U4b?? z&I9X)D`2psYc+0BiN0e2(c3pyg7fOOTo1ttJeTfJbM7ufnC-U{+oBnGcz(Nz*0WN? zevK9X=2e0}c7hF-CS@2oJXAst3aGD%r-w9GfT|dzJ-fC7HKPq?XIsj! zUhZ|cpgsdk3jg)dbW6dilF<8GuLMG7ky|T`OW;wp&a*n3fieF~7v97&$R-Db@gFY3 zsT#*F9@)}S1HWZImzA{T9|J*K-#b#&8OSfo@^J4cUG7u)ymN<3 zk>&cx(_*RwuhQRmZ@*N6@_(JCJz8aW-zobRjpc}Ww9m~WumY!q3gtQ9SD-{xcrL`Z z0`E6&B;S|sC(>8hK2@e1va>Ef<>kwfV0cd9uV@+A?cE%BZZe>-`f~8-Nd^YJsAD0# z6&QV)BkIGb0GauG#xbY@!pE+5SXxxzuBK$$*{KR7teb82PO8A9Xp45NQU%1e@EhuM zltbzpll;6vIV@{_U#ZP4gMLyytKYI8+v86U)_keNoAIH_J?vGmF03lLait1X(of0* zl&X+;Eig(@s0zn=RAsYjDxuNj@+n@o5+6SQSxTs`fawmyuP2{W;x&ExyZXB-)VIBP z^jfVN(TV5Idj(aa?8ME4{yo*GeaG3%o>hepwH8y}E2|*eb>Cx}qY~^PYAwF1%kN=P z&-#6MIc9w+8kXlP(e@`)^`Tf56esjTZMdqy^=$)mTy5BePj;_Q@jcev5b<5|> zev;`vT@EuRr5*Q|>$jwJU-tHw`@OYvZZ*iFId zQkXV3E|@4W@W<--wc{D3SR?v(OH>C4W?Y403!)O62#V%WjPSP=WAgwHSmX6l_uWU#o z9W9EdWH(yS(fDQaWTkci{30A!kABL-Zdz*83t1YPm=dqs*XN*7V5XPvOEwx_i*zMU>LPG8oUZ|{Gi zE@gm~N|Q3+%|Mgvlz&8b7DRq<&gAaS!D4o!edUX61Z;63>m#zkr?8b-GBpd0UfuD5 znwc;%X{a;i$Uw}Jm_%Mp8rb>jZi*Uz$moPlNXBwens6rK0!5w^8NiRJaf1da*dBzUrjY@4q8izCv(R^v)H5GIXn>` z|62Uxh);rzqLS>_u_VwqS&iodl5i>8U}3yE0fF`N!o$bo@R{wx+sn_QVbtL5q%{$V z@>CxC*G}QEk=_6OvCy38W!!SzuKO(t zMqDO8o;{2}?#H)^KZ`?g&crh6k!&EEgTJoxG7QB)_?D0+`*6gSK0RV56@j5wB6g|E zy7)TRIZc&i{d%OKH`k#f7~3EDTI*>0WBuPJ$y)uM$YF%{&V6t~o5#PNk~$~Ebc8xR z3-CkFb&u7au|XI~_2lUE3qssB%hvNR1JUr~^sURk{2+Vj@WogBUdwahve^A0SDcct zSe27#5AOWE!S;H$;AR`ef98Tc6sEMw1xh_}>f>1Q`dfamTg+AHW$}lfsbbvjpMDVd zRuLEF=!+t!{((SMPw;-bbCP4!7ro8GHTe&GuqH*!|8klq zD0TV|9G^I2`-qE+oP+1GuBhF~O9_OTjCRjjdI(D`pNRt~htak}be6z>GY8|9u@kH{r6C~Ww%(8}PGVGvDJM-{l z=uH?>bzL5A(t+VFp@(nUTp?2z$9_W18{DNj_Un#&W4vJfWr%x2R-tUsNY?{h>4xf# zYaB73nQkP$%NC8tW>s_CZ{w7LQKmjRe|Z5dZOy&r~$)ne3AbP46V z>47Z@w+IuP?GH8~J){LxJZg)ugxHF{QAryMn3qJ9M~PaXHp%e2-v&c4^^6uv&asjG zvJ>aDt{W4RFsg-}unqYqXYt$mu@mWMHT@+jZ?df8?pzXkehIajHKGzeTHx+3|1GC_ z9hP!J`vop*!qWUB+m$YLQhRK=s%WDb;bT2YB3*3>>(e^=#5ZSB!yPMFYE7JPwgl4QUs;d5(};ozVr4U`5iebJs7xNtf_RtmwS-&4L_y zqu_acvmKFKY(7`j=R}x0`Bzy#^dN1w#%lSUeTeO%fh>nYktE$ZHDK7}PJS(FM2?yG5oS4S z<>0G9B;2lTN4Jv?VZZPACF!I)+2qe5Qm+MnE2h$Fci)i%C2W6A4AW{tzPvE*@Ss?KiyIP&S3NL*W1JdrAKJ7nUT zNX*#m7xWYG~x9I+jCdUh6m2Z_XvWABDH-w9|-en$_dB85%kBX_DLQSq?GWtiRM_lS4X{J2_pV zb4UlZLOO*#mzc$$&0s%3Bg_$ZojLhVrIY^mFINaK7m~k~q2#O@ov;c|eqBn+Cmo@!UsO}_NPygS@sK0S zdC5SiR%ko6^XXxsB`T!dyaW)2PzhnM)?vzK?gQ
RdD?y>x#TjF#^XyZG%~>y z&{DVT-(l=TOdWIna(S-G9C*>R>lzs2-4)q*j z;_uw++mJ)r7L}d8`sNb5HFqCe6<&_J(~pr_Ln98d1{avG7KVXpBD z*~DCY?Bv@gS;S+f&Kug^EW#{3KO?m%i%cb+@DYg2BDd35?>gL+MO4VWm+>swB-GmS zx@>Va(LQTe7H~R;{NWy6SPIT0!}H%Z_g+XR3Lk9``JG53Q-az0LTRalQ|WHMmUb$! z<2#q7os~+IIxG1(vs1~Bx23U<=Tgbc606&($TZSZ6?r63A&oTViZTvJr;xPG_FGz% zk_prPSchBuiA1uaZ+OBgkreMT3@&a-B*Gv2nNvHG$QI)V%(tSFiI31t$Nkb2vSI0& z+UiRbB4LAljQkiU`H)dB% zxDb`z)d%k8x)2}Ex#)AtbHroHZ&EtTlia(|x-8I463&F>!wO7HkG#X@P&yRki-j)9nRmejO z4aw7Pkj53>wu^GNK#P2N<5RLL8d4(aP1QX>lb4Bp`PmD)^LIs*(!Fp_+9u9~#SJ9^IC|vKq-<0kH4!Mo$0}YRH^J|8-Y+neD znszJ2oDPMe*h)pAk`RmzIu1rzJ;utqgc^w&f5=+v1h+K!peWzQWhcKUWRDKsOR#mu zsgkHFK4OdOEUuJUYai%uc;GqC6@rAq$?1X_m6K=K+Y6X*GIv(Ff{ro|O-tdco^q!^@qEk6~C~_Pi-O z0(}8t7Y;Q>q5dt5HYmkFx%_x{;{F({D?GYlrEWBIe)OC$|M~>_Y)>YY;v(TZvGd$4 zR|G!n3n`6p2}7Y2_k%CyVGw;|Q?17vi+)Y^2BFW1SYpKQ6*-WE@8*C0^`1?}qa-hO ztM^GT_;5ZtS|JfUw#SO8TM}?=n){&t<2ZP|7NhbHM#FROMhzLhXgrT)*Nb`_g&ZTU z8}f`qgh^3i*KJ9`3weki=t#k;CdNxM11hA|3x3IIQ=z}J{+q~O3aa@++3X@Hh~1PT zv%Vt<`RbBK^lv7i(5q?I`(eT|?%$YNPm9O=?c=*@|D`}-I!XA!msBtc$YwsrR7f}f zsR-yw1!eN!(tXQR?9+W!!ks~dYx{}bn+_@1{zH(BQw{;+mo?wz+><2kpn~_}D299 zTz%SEa8V`~s@lS3g@3Zq*QYWBjcoJ}Ink|=1-Z}XZ(aA#gq)mi)CRK*w251BXuLe|y8nda4lnCY3camvhz=vRSqjGJ$P};i9SNp`p)ARk6<&Y=t*8!NhkUg2 zsRWel&BMFobHyrWbD@%X{&>%>e7tG?A!<}sh*KJ(SFau|MrU=w%a2*b&_0vLG5@j{ z3H+5j<)@4B=ICLrdlp3~R0%DkIv2w0>*|VCk#q!|2xA`8EkH@Ee}bt%F?M?ByxVlS z6srUlhn$|3Vs}#npPDoSd%sBMG|iTR_112mW=09LI+ZHa9gA_hx9^eC*&--jnUnlB zMaSXY3CgaY^5K^~Wmm^i1TRx*C@~qaqZZ+5VSJEm zkx_Q`CVS5}-Zt;;ji^H^6-gu`gyt8Ol_c`>`|CdUx##uVbDs0Mujh5{N6$MPY?teR zZS>=ft&4OZ+_TUgX`z8v>JFdNUR2n52-aRjlOei_Zt+mQ23q=A7Jd(qU^<(>MO}gh zi)`M?5qs%y+nNWXr05Wv7E#w1LIaXnnB`L$DtrsRVnt%3z+3BfuH?{KF#MtY_DpIO zGzr=F*p!!ptX1{p!_u|jlJO_-j|c@e3uT>an5bdyIZINjH~FRWDoHZ&)V=)4-3xPHy;f;tJFZ8tfs zQB4A+kHy~3r%A9-o9?m4xE410dquo^UJWgNSLF}>t%O20-{KR(mEbsG<2qYg4&1Vt z_8Y#|fX#{p%N!2{(t9Uz3PLF0cT?RqLXZlN!nf)s%~D_t*CKr$Qoz-_^~1x%6v%om zFc^_Xg0@2IAm{!X7(X+_)MTrMeBoT4jmtIAHR*mhCzb+xXTzVm7E__{P%T$uJ{5@R zJZU@hseoR#l}gPNIO1RaG^(8pjA+hEZ#o%f%(w40>?Z+dwNsJ25E(xFHZeM?Oaa(- z>e-nmRA^XeHtAoZf!H7MgsO{lNa`s4TWv*$CtKw9KRHW>|CH5JO!{f?MQSXK>n;uW zn6c^Oy;LZZEc8$FpaPfUmBQg33Z$I;`YhRHy}rzm-$LJLu+gXPq^%ttx;BVKxZ2V| z!69i6Nu3UE9Bjrf+G((%?P9y^_w~FVM)Xb_Q{imJ*Pl~X>-{zwlF0Z#f@sZ_0OhAO zP&Reet#pYDpM3S^{;g5K$1E-(g_{b@+(e1*tLt^_26-1TyA@*+ ztSHDioawKI=l1$a6_iTY`}SnV_*@wbb5@#NBvgVHXHD0jSuHqe|DjJ6lEBNXd4Ye}ZqgFL@-nRtql|H<_{9h47wwk=8 z9jSneYAW~7%vFQpc}{l4(JIh4d2-NZp$gca5~Jf^RDx+v+J`VJA=I<|*aTrUU7wp)Jo>wMMZny7tYUk*90 z&z!z&Ed&0(2-d#>rSQXgvi{O=G0Y9*yyj0Uf_wU`+jlA#!t8-+_p$4FkdytNW>iKl zIL*qp(p?E~^J2%-!mY)ib2xoGZ)Xt{9Ba*4r4oSs+6Za0Lm`xY+0S9bkq`HoJMSLY zpADNeUk>aM$%NMm+s*_krh-brH}^l;$zU+Z2yL#*fag7XFSfd5f$2RHUZQ^{1PqN^ zcYn+xkCad@mZX5s)~ipYkre2Pey{uU?3JXhk(Sg zz$^U&zQFRxICQYm1-_+=yNtcM0cF0FYF76USlHefx@##4NV=v8CWL5csB*Y99~TXL z2YMZE|BHl_NN3fdXCaVgqPjQk{yk8vd*gF!pBG50ycOptwTBjOow_9BGZ0XD;>~KS z2RK}dm`ltE2F12u`TXS&SpIm?QpG9^m;w^QyM;qwtUWr@>9rrUWVkJVl5mBY2#YrM zt0utm*Wsl4^a*Tf8WG<(>43owyw`LohM;ICmHs==9aaiO{JM9!K>*jW;^+W($SQsQ zAlb?WSSTmX=A8JfBr@pxJXYlfrq#?G=+kh=f$I}99bbI0Ve5k6T~ZKcNu|t+9Jfa0 z-QL|7RxSXGoLIQq@DU8|9~G)?Jb^4WJm#j_W=M#LHj`Aoh34eKmZkGPxUeF|RP+x* zQq_D?%$*3_=aW0pk{gU^q%*Qx&D_wc-Mywo>=KS`imdN)y^L0ZolfbEdgyc4g5lh7 z6VrZn>Yh64j*NrzS14-!_%boSq7Xt*Cg*N?k8&i|+OFYJ>W@R7gL`|rL$K$oF}D^q9Ea}b=}+;*;mdgk z7r9L__+#Q|{86J2{N(!3PD9`xuDtYo$B`O{|Je8zj<4nMw9W)7X#z(zf#fZ=y>R6^#nAm|KE5lM>H0^cqH@DKL)GV7Vou* zMk5c`Deb(Q@mSzH&i(s)BD(O0)(PH9LAu)D%R8fKnE%*SDPl1LMmH5uC;7fBI>Qn4~%ZAIsFI=)|^ zIgT%7V6L>Utebr{Rw`JN2fNL4{97(R!hd)L6xvlo{WV~HmpxJr(oZZ z34ZlT#S`yKJNlE;ahyd!SI;mL=WlDNIAb=dfAIc%z9$!x9ph5>+{(nprg@7XMj9UG z3tws#NJo1~KNagIX?W3=kd+Xgv5x0UIx?4qcO!}z59zshL+V7cuxmbYl^^`u6PCd2YE*L{+wC@2TFv=`4xzRyOpnA>}&?q_4)&sBAv zf*kbi6!;rsmWNMs%5)ue7GO@_OA;p#Fj^wdj!&ovBa41K`hB+u|7TfV{^D~U#(nYE z|NJ=zZ~PpdJU_F3f702AjO85kw<{hpyOD<->i&HXg$vNqWlxLmKq1Ak2tODHNJ-6hdl82TlzxS@{=c97P^v~m_`S@hLNz)p85v}o*P`^3eb>*nk}y_{`i|uk8F@|}*gNE2 zi=C4HLXJGI!One+qzL(1WaU@Y)7eeJtiN-%1zjX$5#@dJM3jOf&I_}PLloQ;=Q;T` zfQpXdXPSNU+^It}u^Hd!kNKve=ovuSi9-rIpx0&b_&gee;iizPd zqG}z->M=vxi`rFFkI8&5toLqiKso2F^QXVnqXI*pXLXW^7gj9pmL)UMX6JTshYltl z8D=wAsAS^34_dZ=ch_T0cAUjFpL$$=#wAX8p)3|tuD@=eQOV2a+Gdm(lVjO)}}+MmS0aI)Q5 zpGF3LAD6H?%vp!A2YXp*SL-n0hHGMWN*!|ZmJfWKufzK6CPsKD1JOIk_hm92g=6C4 z1r_MHlVemhft8N>$KZ6xW;(u_4wIP>qoY^Q?(J{&>6mSFz95pgejdplbF!9>qPzM* z;^lhZ{N9Qh*VFLB=G9|AhN+mbJz%yuhKlmJQm(JIQSo3NBf0b=1;=0IzT2{!irve9 zUZ}EA(Pu{~gvwFzc<#peI#nv}n7`!w-GGY5w0Bj3Br@vJwKXTcxmWWL)CFnYCr!@Sn7_TeJMI2Eo z#>uRWCZeB<(b!LBD4DYa<10h^_6L>Vgr$J^t9?Waef4E#A%%$C<^xt|C5tdP+^H{D zssMxkXKzw;BOkS&-jtm@orfO;&0}vg=3+_yo{j62#`-O+Ulm^Fqy5u#KKqpd6zZwz zx!hlf&~=g=lahG)Z1 zOYHGS8TgcWRenS@6SJ)!63G5p_+LBw((IE|)VL}9>u*v#I<@E7IF3i*#NoWzrwx&) zBv^au{9+{PSXHH7%#B8w&wnCyD&lZbSj5Iq?LL-l5+4>gl!PHW_({pLNyxO$?Grj1 zft_#jD*C7W&^Z1AkJlG36zH<)Q_#JGPsV$^TGH;|-h1*&$6LMelgI(|H4i`;&y#}> ze1nmBie6AH8;%}Y`}_`ZM<8)Y%XvTD9cKbkEoL_uAxqK4dciLTki}A+e(SzC1drJ8 zyk3?>E3N*!mnF=R^I>%VoRkwb&#yRY?Dxdy3sQsRbU&O?N|hB9v_v;;uO+gy8C1|{ ziK#MHAblZ1bwigmxW#aR)J+FSnk(OZ!RR^!pB`8scb>*9WxdolTdlFhU7@%l#%-N{ zoeneSl`(IFhIAaSI}pB@%sw;s0V2mg>lv~yOz#y)a|sUs!jX;p*oVB~+seDYCJcAb zFTAZ9ByJBZmJZ%qd-Xt>?J&+so8oqjFs(7s+c;bv^Hsdr4eVr_WWR-kfr5axSfInY zAD`q{)iR8MeJakItw~WZTyrnSEjk=nbGMN4Y(s#uIk<=x697pU8#P~QulsdTSC=ey zPsm~+_?U${g3bNwcH_zs@b-hSP-?&a+PI|hH2Bywl<>SK=EZ)&C893*K3)n&6`qygSDqA zkS`sA?fM5YiD~eyb1JEBH4XLy&!@Fg#lYxEQdegbX36OOspzT*oJXDn^ zKO&n%LN;ULG41*gc&E7Bc9u5@ly`(~zrvFasy9G<3w& zlHj}?pWGWx3iut^*L_l(3{(7Wv+c#T(7>ByEAzA(e(-O(C_=6Tf!5s)pO2P9>o8M4 zmrwy5Hf>?m3^Lf<{C;ROhYCD<|5Macr-2{mYtB~%G`Rfy_eUug8Z2cN_f)1*f!#$Z z)aN$^#}0TesaJE6zx;QiGGk5X?2=s4I_ImXg~pm5FN=5ZP< z@A_9o;G%+TY4XGW9Vdg}SDpo>6Sd&Vn|Qa=n+DT4+5`rH0V_Sj8%_^0;L)qOzY$V( zApNM6OJiFdbaA{F4-{d5YLaZN{T~`o*q20v=cphxbFEN-K>?pN$IODkS`ayZ!+Pp9 z8FuRt| zsDsV@ADSE&8Bkruq|Hsz;YIXh+M@~@M63!YOFC0wQhYlR=E!hFzQ7`eQ@wx2RJ zU*}1%x^{|=DjDKbT0#u^Yhaz0GaKBiU{WyhSZ8rLSk$(RJNs6E`pvK2^i~ptojgDn zoTdOfiSP~Bsldp+@}hGS6>e9Ek9Dz7K*ohLWU9Ru;@T8$b8V`DYRcK0X&0)%na7(J z8&&~_?Yjz@W@WIbu|8E#SA%mQKe256U68~RHW-m8F!1x;g_b>3IP}mkrBRv+jf(Di z^-Kyl{8f#oz9PfFY%L|_6C@z2$;tmZSql-|vq{5&C?^!b_ zjCVLh2Me(SpJc@u;Ihl~u}n7up5_&+JdR-iec{8`Y%K-|NMEQH`$>o0HlwqLhv-m0 zQT*>nA|399DXU&lWkAlufs*poI$%j(&Zv%ILPG2PAL7V_w21n~6`^`~_1$pL<{uM| z`waV6hcn^%-sDe)E=&+BfIiuJCMayLTP`SK!s@18f~5o##NGbzF|+HzyVbmDa=HOD zJ*HVNTQ-8ll@$}2oe$t?^vMmW5)VM`jns!2Yy?#f-ihdpMyQyz5G1-bg6po!@%9dl z@PlJujW53ea#!9ZNy#<9?bbJ(%PWmgtusHexUmUb?TQ<0Z#IGVjaU-#OA`d-9Sw^6 z*aVLrUpRH&zX^8iyQjNNpa~Y9ig`xIJ%Fv4!YtnO0H(ZCj;Nk(1jD@91mlrLs1!EX z=)=(jkqZn`^6MrTh#wk|>1u*qHCj)VW1Ape$7=N!YZEBCRtDvqe*h=VU3O0SG=l!1 znPhie18jA)UY72yhqe{s;R8nXFz6h4y79r@A-2d{TrHEeH$x?5jkb0!dq2ob$}y9G9cRr|zroH1^QofH}S%)?@%%aL%>@jyjO~kNTu?jsd}sbN!x) z*TMeNQQe>77;t>0bKWC-9arl8Qrdt9F+%OK`_^^ge88m<*S!?@5jZdAw^$3>?mjiT zlT?T+%aS@0MTcdI;S26{eTu&Ejd+eg2ji!49j2Ky_|ds4uzQvYGS)?B43;QhLS3C` zs38GpIuDa6HNakU=T1vXCG1qATc+4iAmYoL*$p8y$SD5verR3a2Uw=ONoF*-yQ}3? zL;@8Oj6;V74Jq&+Yt4ny*;+Wp;`S}oxf)dFJu9P1D&RWXDyx%Y8N~cvi+I~p4O{h_ z$yqXF@aNx8QphC1sCmwESq2Hj_c`o89$EvgNB3;gU)Pn3s?Q8RWK_VKUY&PJOc|uj zr26NN6CrqFPS^NFDcB^1vp@AI2c-lx{y&c@V1INjE%IbJEGdppRGuq`TeGT?T~(!E zWv~{n9Yh4X;FMctvBkjV>U;b3<09yu&(|>yA%e`@W?~At6efOu9g5-;9qE!M! zV91fqXKR)K&lHzz7p(}c28I{=)e)dOg4aW6TOov1`;Iib6oaGH$yBeuC2(ARQDjd_ z30S_Ji()%k0*@8WU4DPG7*uw4+!S2*EfTk~E2lCGAuw7gY0x(h1UKbRwOJH^_0JdQ ztb>Z+xGjl(owpd;My>|wRTe?b-VZJRc@}}Av1Xox7XgT$MY(>QD1dK0ET?)-=fS7& zyo~suY#^{QKJ)&}gyJmY3@wfVxX$6Fr4UB|e&X2do=5_?nQqkE5JCXcUkvRqr$U&t z)3AKxo(~z*>Mw~SxsayDo-H1g4GkifZht$K3EE_{A>Ye-ChO?j|J))89e&4DI^(XN}8nQ(Z^1&58E>0n7ez)x;Z0eyEioulMT zh>CET@4K1ax@zp<;W*B37JqSS}nbFEge!>T~4afQ$Q7ee>C7v zg5pZe&?)Iyh@ZUsQ{#FHtPz?ImlUMIYvqYch019#RcP`!Lp2RFG&|eei<7}7OiJFc zJpl}uaSxAQjD;biEBnJ8s!JQ#B5v7dz((a?$YM^_TWVQW%)`YL<_>beK$@~aY{Di2 zh-03*Zwf*{SJFY`r-~mi#I!?i%XkCJwXH_nS+_vs3z=?Vtp+V)xsvf8y};*Oi53!r zAj@lF=3z+y1oTB-kjV~!C-yZ@yjnaVNrhWgeY+L3^t#o?Y`TQfg|y;hOa~;^N3TMV z7qTSmF6fb!MiG;TJhzu^K!20GfOD}u5WM|g)_bn+^+dfM?=XPwL!a++oHN9gA$Q;9 z({3nI&n{2g;f2G(Tp!*%55%#Si?4#nw#efCHfQS4aa3N>4R27rg554Tq0_BbP~jx+ zwW&l$G^cLqZL;;j1=Dys)COUK{PNbRiEvc$PMh&r49B-iyhPnZZ&Wz#I%+59iZ-;{ z>0iV=FpVtPGOp`^Z~JQBPaEGw##Y7AMgBlkIwVUuXcLC9n-7_Oa*0OSa=y-z-pA%>*$R6A^VB)itZgDScSi0EW{$Q=YXr5;;}f~ zBjxx0WLpB3$<~*hhz-N(UmL9z-uh#_Uh2oPRev;AyeKGjH~_gXKYzlB_fX~Ll%?_O z5S+VngxS>`j+dpfek<_BV8W&?3k}Ut7_j5xo&AY{*s1mA_KSU9NTg2=9M|$fS;{Q? zxp8mIOAwvZeRdC*KNc)sUkt;IJ@qOLnNi4$6-|pOh{rwdbJnjnN8#|OsrTQtAQaH$ z{u_Gn98yLStx*a}w&< zJ{Rpj8iOxAl1Yq#P@G^*@3|o#iiTOXMYF@f_)lb{wQffk_8iR|lWvSeTFmIxU2SnF z{*dk6U}XZf9#AgYE}4Q8F%~(gb@7<+z~dIY8{@Tszxha-~|U~}|A7*pbuCyl0=a_g;HgbKV~;U%ep$ z{tGJ7(dATK{_mrFFBl7bB;{=~vtruyuE*lg@ffFd_`U+8Sz3#t8y(k8%rn~hgMF|+DTdjX(e-q8-o>GrmlJQ7My6@or zRCt##qe-ul&>oPq-OD@2bAh&Z?!y-*KUy8-SA*=#Av zTk!RiTBEo2Hgp^;qpT-V(Cl)4-yE4Va8exh%YRD(ugWB9yL>!`9gd4WX~x4_R^z|8 zYjI#yTTU5ECLq$?of_hD6E`nf?Nqy*jNm)lTQ=-Ufm@~Loo4Se^mxBbtYqHC>beit zZaXAl&cecz;kOg;%GYXF8!Z9i4=*p8XuknqFcBw?%hQ-NWtLCIm^<@(lB`M zul=P<894d&hJCSRHuh{>W2SN;4QH&6yDCj4Y>Zf)s@GVKk%jRD@bbW3^ zJs^y(|2hT7H;yl}bxKD^MNrP!z)UQkQ9l%#k_~Quc>c{2SyDu zaR1_xIkv5-c&AdmIifoi^+|?)rkhgnO~-F*r$ah=hKGuWRWe~~XqkB{Aq%IaYeL3Y zIXFoOYbNhhH|gwJg$+^SE2RhnbG!4&NTuIHx1(N(G;@ zFazp|1t;ZhW}!jD>$Hk}4i-9&Zae0ihX-{_D&KPU@wL=_t0Rb8F$rZf`+%@7VKvl3_N{$ebtQ+CLX@O=gX$D5TLn0crKKIvAFq5TN!lt zG`BkWUZ!KTBO%rxgpT}gqHn*O=?KVZzUKdv0q4O3+qQmVLR@0;-kImw5D%rzxcq^G zUWq@Kwipy*u}!PjTXPO-(_W~{*sxK&bJy#o3>J8AuQVufScn%bo4Kl(g?mosbz?4U zm<^nIu6=}qzsWh|LoQrQO1@n-kH>{V+Kcm}Q$<*18!?a)RRoq&NhrZm6zA=fA5!B$ zd07#DJp+oPvnaKS6Gv&v!1iH!5(g8CCmigVJ8xy6Y6yh|zU zL@}P^@4dg^WHDA5dp_N+SAqehu|%!arJ$I~gk;f6VYDu$P;#;qkK1zJeg0Plo$pQZ z?R8}cvkX6(%qhh!$MBXO%TmOiU%g`5suWjG^la(fRSIeG1+%XemtuY6#ivysWq9>6 z<-cQ1WyoK&PeS7y4|#`fsh*SJ<5T-0<1Hn8^s2__S}X7o7WaI{zYk?dTeiZ}Ke`O6 z)?=4jua_aAX#LyThh^w9FnnOqQ-*WOvIkszcyM1~e6+2G2PtdHOEq~ue8YGXdrtE4 z{QTzwyDRwc)Y{>+$gv#ilk?2_!uhc3Ytj0i%)`Bfzhj)8dFWKz`mEiG2Q{T#fj)b9 z@Y<}dxjmMLPqWew_wsmX@6HK4HO@nVecbI#Cq52HdObF7<-={=ZiO9L+q3FwlLUYd24TPd15ajcNkS?=<1-j+8^oQG)*0s2n-T;(5|v z07gK$zxWu8o2G6b=Of@ZGxeu(IfCSO#ThWm;W-s4S+uDFdqeUAKe8*JJU4h{?k)l1 zUzCQwpAbN|skx`%oDgBIBMbj&3GgJ58}r1Z0;`AC1}My`K-h=crJB+e_^~MP*$;~f zthYOtuYRWjUP-=^tE~uJXO>CF&KBbHT0`lfa3O9?F`KSd2?-u>W1AgBpy;nmtC1IC zgylWxc}Rfwzy5AfxhcTjmpi|9n+wn=XZQ7Sl>lpt8VtAG6@a;0F}or{h?OhruTDG@ zqQGkSr{*RRav$x}QK=GvG~~`6eIP{s6(_G9YlT>qQk0ytUWn7tv&zPFg;)ctj*i1Z z*em>ZE}yvH>Ut;or-cZmb3}}9PejhnCC-QtV%j8Ed{zW%UHrL^%_6L|lTNx6Px$jLyR?KR06#~$_azZ8 z-?x8a=5qw-QsGq<7Yd-~XF2lkw*WcsQ?I&e36WI&EoL%T2ut^qx+lAYn16zHKJTIk z#o|ugeojLCiYxVOsS)7t5O?on3}M&QRaZJtfZBEH=1BztRL6J3lq(5Q=aec_>M6vy zUyt!6fe`1XC*Q~tcx_*QWouGI(4HNqxo%v9C=;8w6GcK8ahNI(UJ3B<>#ovm5<={{ zw#?@98v*(ga!*9{3t;jr!(M%&48@30Z#1V1FkKSzkK zd#mc5G(}jn!u^qOT!4XJ@l~g13y{^Um>ZA;kMbTiJR$MCd;}D|9K7;7!pbs|~J%e=+lRuj;6P z)a@o$*@qSI>?;}2Cs*Ku)7YM>uNBB{zQ2F(SpoKK-=KZq4)IR3*2j$JM14BR$#A&@ z4}GPst*jLy)+;u{YmESRlGByllq=9C^&)+?RRxUPQ_kO;Du?ABQnX1&IZ`Yg3`P%C z;Ki(@A#xct>X$el-`Vm9cpkNGr8>>EPjS_whCt zM?PK|uN-);%12}OnqswtGTc-MJbE~jm^ZS+8iRSIh{@V_V`{PlBZ9&*ZSPVPCAr-Q z_ASM87rMDwV<~hm`^3_Jvs6*9-e(9It&mb5R%*l$LDhg=av^k}AX69-n0_7yiru`#FNxXdPRHcWTxK03Ud1s}ZG zXF8LG8bO)f9Ag$@-RBLIKVe~(f$_GHy=fLbI>@tA@JH479`l?8q_6B(Cj?B z9_?aa-Lw6>KQ5)C>*CNJnMoQRzl-1LAH^g@2`?clO-*Su+^u7S0tW2pNd)%J1;t(D1xqK<|n?1#MoHDqZemoJ!MW zf0|G1o&UX**r-TGTw;7eeE}IZficvcXbS3?*WbvWrJ^7xT(4s#4TZs!82MK;+&Z4? zBXgIIC+G8rxP??WCIpq3XOKaiO!;ATg9OzLTYWZokZ{<$e!)p^66EE?27)I@n7L)> zp?@zKbAJaKUazCzoj1|F*i?)uneal~XgKoob{)f$hWc8u0NY72!e}y$%kGn~C3`4i z_d^m=Zr9IK$tPjD&fnL^nG934^mnTiC`fw#xZ941N9DFAvCmOdFmGt~;yw+l8$ZZ< z?4`q1yp+56Fa`61a>uSWkWi*_cK_i5627m~R4m*>!ei5FvkEo|moz3nu0BPE+KQ;P z^HnKea-3G#N>K6k=JA6c?+`fkqE)M>XmFm`^L=Ln6<@B?8ug>d(BG1jV-!Rp=C||X z5nB=h^G925N0QL7C_?F{EP->#;N!N(Wb_9c@;^jTu%qsd|2=h- zDzj0T^ko)fBLml-danKZmxgRfZcMyc&-{GFmxYq*Z4ved*qGwn3?*IXz$@~P zQOOh&fjS4+doM7sMT7m|zd!~aeRxG@uVf%BPq_6#1Ot7ulaCgiBycs{7Q1W7LOZi$ z^wl9YB7!=8&(q_eZbQOC<7y5Xx^Fey3}a$Vjp$n9at4s`X~6?RAI-70);aTs4#zaF zd1Xf!aIlL`AuBM^wYu-$X*Cv9NF2Gzb{75=l4Q%@v9bP^!P8C2Y{cq_9c^u6U@CB7 zyH@}mOO32svx4bRO7yg745#DGA8&(0J#?&!xvtur%799*Uu~rg6Y);%f#EJJbOpSR zmX~9LOwrJk7-vH)Wv#BYJ`?RH6v~&|(s4?C$h%CN4%^7SJ)R627LE#Eq;}Hap+s*y zbc&8Ct94%P%NTgl}Z%02$XK{XxMnmd313m9mB(&!!B$FcBoehCli@i8UDjsrICeik!o)a zWH3?mB9x*PO$XV~VekD=8Wh(TrhK|egI0A%$CB$b46pz4VudLk&vKJ)OCDmt=H85H z9Rns*j2_6>5_u^XRTWDHK3j*?(KbEdj-ItjJ)af@q%3R-+wf0yR}jAq7wy1E?SE$ zPm!SPyU@4GtpJmwtK%SBfRHQ4Ew2X_U{86>oH3#grA^k%MKT!?xjODfYziXM7iv5n zr9xA--YRW99cRsb>IM|4$Z!g_8qFXPby=k+@F~E1R?Xu$bcHAeI z3ZS%Y%Z<&E1^7D{Ztc*PkG*al>wjsJF!^3qv1pJ4waHIGjTAEGx#WAIiUNan-jfk3 z6_a}`#nusX&iCE!;i<(W3|KFAT68WS_9gJSc_|;0t1k@yxk}ih8lC=WSpbW)=T6pc z#GLVEEB;d@qw(JbZs!&X>{Yv!YSgG`D;yq?4J6@!&dy7(hazLI-_s`w@LXSP@&GZn4&`Xe z2Oc9s-NS?ZaXJ?_loXma)MUZQ%YP)KEE7_)m2y0429|7(SjH>OK*J29Q&&4PvGj0k zt<|w?3`TfWwnXMY^C#KH&pi*4@4J=9`|}Z2kY+5dn1yiO<=s8rX?SjTT+K@<4L=?D zOQ`o#VXdxyc-xvZjGO#t#xG09GtX}$g9e$1YfP1UT$P2kkj+2m{mQ|mOEh^8{d@$g zw|;!rnT4)qZJY5=>EL;vZvWhshHcDxnnHgXu~!uMubP#ClJ^Nt+SfC2!PtFLw1T*= zarRCG;nz7ik&EZe0!R!8Z?q!jR(=61WRRF!)fTZW0m^w8ky_`mNk1E!rNz=w#@V>c z*;h$J+hIyz-cvdTUCW-FBIfz=B?|r9UC4OrZ5Hu@ z;8)}ky{q3&ka2g>Mx6_v$*@x~ZZMamLMrlo?Ji{+t_}sw?psGkPw>=(&T|Yr`T;pNYAq+iTnUjDu2(g@!V-3-O};QHu7t zB5biFrT;Q2MBQ8|`LQSt_PQ=zeNdc(O>b1H>Sl3Zw)f+hq#*|{+@)gYeId?!iLF_y z3vn#5HaYWD5ga_)1Kcc&A=Q^Ma6+>LPbEib(s=JFvG&14k@;LgUyRpudYG^w{eZmN`T`sGlmo>&2tN+iMzu(9 z=i-?x|Hk$PE@J6Dq2Lr^<+YX@FN3-83--VE*OQHc;92JuOR%8-WvjUR|Mfzt*Mj?f zOhnl&p181+g?smV)+$aDx<$QZTibjNv`4hfxnDUb3SAZ^caTf0#$@NpeioKieK`}u zWn#uJyV%lFCJywi&FH9L!ZJ(s=@hY7?YlQ-eYup4&F1jCQOg0361{ZFbCTn6l zxkz+-aacQ(4bQ3p$q!vjOqhJQsPKk~PkoK`#sf@fXC}rPTwp=IFXPYaKP+tNnmMXE zKsdp79)W~Q;wkoj3qKgdLHjJsrw zI}_5E!^VeC6FBuoeC>WPajeNtlvBdO!DkweHl1PPP@VO}$bJrVpRp)^vB zKMGO5e$(PJUR>OganrHpvN0O8+NZ~k4F&Uky6cHJJ?Q#jdewoAp)>9qv)wq5z7SVu zv8NCl%@hYed@n?+#bJXcMlpJg+F!kzE`g+Cvsqh435wkweo|~HLaLoiTt!(S$eD(j zlgdTdo%+JkxvdC{<%?YsJBzXW{;Y|#1*L@D%EkWurBI_rkUx2s!7O0r^pqqI9DPrD zzBC`=IpfTKPk8vV`&+Rwp}SWy5(}>?mZ59q*WFy=JN;(tQPEx=+||SXzAWP5LyY(H zD|7j1^E*zlrSmaE-$!@3Njdh5P1n|Tlw%)v(YJ)U3h1o3^wW8p072`YB(>>RK*)A% zl>J=}yRd@a`;{u7de7Nlk4goYo4=Ji##Mk;xBf=Ig#gYmn|;_F0&KPJo$EvwBG>Y3 zXhY|5ah+*QTK;mukFA@wjuhs2WRp9_E}VtHKw>(E6>bs$f*d zSYzs6g^vn;auURO^W*I!T{Tr`_KTPvvZ%(+MRz%N^lHfF56wTc_zukb-ly#hx`WFz zkIj6DL!mm1CmvbIYowy>wVv8C#DK`tQV%&GloIOayo8z6(|*{vTc%mmwbf9tsFMy z9NHH(b%Y7En(XWpB|>LLcJt=(sJLlwLNO=w|IwejoZrb%u~ExL(|;EgV}Bff+RdRM zhp|EB^%EKjD(ODQZ_=@X)6(um=t5J))n1iMI>IC+i_hF3qwaUxu{ZI=zJ7d#ggT`F zM_-m1dFJM0K%T786_VFuhKP}7wZ_Sc#c@o)JZ$hSf$YtYb!JV#>%p906G7mbr zJP*~p8ow|?FL?DYl)d0jg4y5?e%;b9-fJ97u0e};xh3}w}WT2 zITQZ(m!m1dr(k);-h{6?DPU`@m?_+n1~dC}iQx+Ah-z=|)ksRm8>xPM zo3)wv9{>OV|NjhEcOX@594<2YWTa9_5+N$1R1)5XN+nGZqBM+%?2(lbQTATW4=%c3ljD!<&jax%Kz(*7QUg{px)bEKHjG!KXsE*ZLoI_X1Yi@jY@!WxtJyyT9Lg0GJJ-0zEK zYvD+z9d}^fMVI4L`OT@Uo$*KIPCB4^GUu$ zY6p!fr&13Siw8?@4emUQ|Hfs{_&(5sP{CrK2~jKTW9di9b`wZ(a5i4{b0^OqxgOyZ z^(W8Nq?d1b6hNL{ebUy~9z?E>)N3D<4kBWAvXmF1{Ym-MX`U3R+hoRitXHVrk@z&Y zPR^Q1K=o&8sK#jzGH&Fx5d1rwtXZ^Z<+0dk;#;))ceijnQK941x`zqGcuP-VzFh+8 z!nIIWY4JvWoB;;syI+e^waT+-s zOCVY!_T0zbMUhC&O?kpvsbt0SW41m18AMLTJ3!MfgUp}Kn9%&4L0$*H;OxJXLGJq= zD(f1el1D|sRbgeRjwBQM z_x_1No^*2lthRYEM>`oMsZ%87So+mEp3y&p`4Ya>g6;A$M2_4V55KjzV ztEBHfMj?Dnk#hWZDI`d*@0RIF3X#tcD%-{OUoI@!J9#XTMClK%G#-m4dJ*qBxh_Qz ztF}=SO@Uyt)%n=TWsw0yuRSGZ*V9;%r$4w(?_e@XpT|!<<0MjRU^7WKO(HV~89y9$ z#*@dXyi1b1BguU3&2N`qg|PP=YVx(-pY*;@UfXTuNVJtdl7p-ZWTnillpDJqkPQLr zN<$;!h<1;&P}*D^8F}|J)V(T!sCY&2Ej|`css6PoJk#$(KL_?>Ore64bRI^dKOSIJYMU zW`-pY+uW_S$`Vx4b=Z7sWL5?lF;0~1I7%bN+%CZs9~v>3@tp1BqY)vdPMU;8CNcGE zwNQwokvAreBXTckr16wmv9<(_3}2jm`PMmuh$d!zd+{ohB;FHnCOxw_sPqOk#CcG;1h;n@U z0S&oavX$dFZ{~&^QskT!QreS6?0&4;b>L(sNzHaoa`}%&=vnih(3MRr-l+d@ipwRZ zT3WA03FVSS|MoKV!*fZxIq$l!k8+4mqWx5mdN%pvW5gO%$sz^!S6&VON+Y+fJ@R{) zok4suIR*EOP>Jxf%v;UtX~bIMU(cTn*+gwH@#DFHY%(|+@X}8-hnNc$P^DgElZ~ps zXIOmMLq*c(imhe)y?&DY&Lx8g>V0^nP);RL28-#YrBpKez3O>9okp52 zo=sI`WRjzwbAUa_Io1=@b( zT$qtiA-O>=9W?iTDPo2%1uE0F7M|qZ`og1sABL0HJ%y?2A0tR$a`oD_+DNiFZD9Mi zvLMp**TlXro_&AEDZlygz=c6EH3#be;>O{C?fH(gF6gRd-&)`-ES`# zpOq<+6uF082bvm7h9WSO;M{1h8;d8?*Om=3BT&7gW+nF(A2bCPf9T)rjso!qWPIKO zif>kLS#0f#i;E@-#It` zSwVrvx~ofm@TcR<=Qk5;hbgG|DqH%&AqmB%PTq<|@px9h^!Fd}1myCHN%&k$1Q*}J zpZvwikg#2Rq3vZV9B(#0QRSjy)WY)}JvkkQ1Ah-+Jw(Ckv=NE)oykz*R{SrKBx1oK z==JSY2?+Za{r1m>1l;(qsPp>PBsg)sGxp+0g(0Wb>%1itI9^n7e1C(A=zcN7xSAB$ zRX^m7`;~~z6cNq6DTxr#yQwy6pMa(RhK-a)5@1WZhAy2?MudLA<|C%5*gZY6Vz`Zh zlPaB@3Rlu0&ob318cN0Vmm{gLJI#z`3bpsQxNkcdbv2eEFeBy@z#ioCW< z0bk3>w6_~5Q0WpMxDh~wp{1sdeZR1{Zm`3I1Ro!g;55b6eQGk7d5%0 z!Zs|R`TfHb^yc`i{e2+?Cv-wpTVhi&qjfcy`y>TS!?5nqaw`1YuGy*uq=Uhu?Pv5k z1BWy_{?x9`#0OP@H``;<;o?E!8Vb_z*2|s|Q$MO0 zZA=A;-M+MR7-n=j`X$%YFrWnf1QQleR`Xp2xen^ z`he7Cz8q*wPQE|CD;FHm1F8EI^H4Qz?YB`jAM8 z$(MR{^P7c`^LH__O38yf4_EIo&s=;_{~G#!I2XJZ-47f-mIt$9L5sHK`KY#PwR7E5 zfU8TpEuV)Kg8S@>AMyT0n0r0$RjXZ$pr`@cvtQVD>&wb^vg2)?y}~o`EDw55FXn%H zl?NUF`efs@eApyVxAXrjfZ&QJ{~qfU;au^$O8Nc8*eY9WcU+W?OV?t>m(~_xgkE3y z*t-CdU%Z~CMdst(xbRyQ^L)IKGLf50&d1GNyQgz^6hI+Kex}K=5OXi{>MSLSkhWCO zZRMe2EXZwZm0^?W*jE<(HYbb0on~>?x3mC5tgmhcE&1&DnhswR^P#|-YgF8okLxe3 zHX50;=UWzFWd5KKdsX@cCrgVkT93LZV)I8y*Mxn*;$qD7GBj+WIS#h7&v{`Ke*9TIoCxcQbc5Ogv3 z+$BB+d{oP#K5i_A*Sgegn|cZ{m1p!dv#$^(CL5paCq)n{4Og}0EXK^f^RNA8i!q|S zDTp}IVG%Yat9P6MHQ5!V5BeA=%zdq;U|E7k+0?fCjdX;3+SRGcL&x?DL422&(xKGk zDt?-ej;3(`{^WCXFhv|QxjNbPZ1HioGiG3DzuXE@(GqOxqTBK3l%OGI<*I6(QjAOm z<*Is?;10uNlcFaBM?<4o{pJh|+~VJ@EyciE#;3YF)(lh&w0sorWMJ2({`e8C5)9sp zI^v+H&vXh7vfZN%5FBG4PMG zN`0Y)fvqNM8gtljT9o^KZ@W-}<;S|)&{cvs+jyZ@M@nI>{7h+9@V%US%QhY z8!zrM8OZe<_#w`YQ*S)mCtl3JIK}XnPAda%1mz0_$NKrjr7(Of zb9{GrDcre)GjI2nAo@j_oBad>*2R;he{Zw1J5S8 z)aRCzpkwFV)y>f*;BetCQQynn-;Cvt4vkXC49hD2e8+%Gf8LL|Wei;L7vz8Sj*U02 z-nZw6=-@y3B#u{$fvM5i!>2MC5b@A>cXek8-d99kJWyBy_p-*|eQY6-4xRI)ig!uIRf<8yG70a5NN8yO!NxW(hRQ&zDA65rB9SFv#+ z5NOXbxmXH+RtGg|MHvJpP18QMl;MSz!BcmahqzFd#LYWjhR`iBf5i5b!EJ`(QNOhe zwZ;2HbacuPIh|H;BCZT|gR6h7+xrj|mL8IWyyYm+{;lj-TMnm=b37h?6=>9XnJuea ziM_FD%cE;5u=?bA`#SdbP#39;bAIJW?BCQEI9HC5GR+l@0u>0^tyks5wtKnc$H=p; zO4!o+?nF?k&?T%P-N9K6mt{Zw%wAN3D7`M?I8y_|uAs+Uq#EjP20L1ds*u0>UvKc` zDsVn@;+Oqeg*}5Oev+_ii2HvO{_k!LW;p*SSoYRn!ym>TIn;tBdTz=1*IFFo-Yk`P zw+>$q%*u}Ku7`mWNABWJwNPoUe=`E#@?-U&^=qG-6T^7TidRK zpOfkkmu~-YuWCJ7*I!6~=yjG}&tH(;m8^XcenV9btr=CcVP@i(|a z_BL>DuCPcl00=zPr*XR+xY#bKDKFE2SL!m~WG^=0{0fW64YdsrS@eL%gNKQ+m7;z0 z>r7}`>U9_{W1_*J@?1|%0}KXsJaemVK+A!xey0P{m7OsoyN(-K6VK8QVb;4h^eFo2DrZ*D@@;RR8vzW+X{VcGg zF;Rb2e9^)v6NX;B@|toitbDGs$M6OV)P|nN_ZnEJdvsW}nxhfAlTkN3bQ=-E{U&U9 zStF!p?>8qUvGCgG$hS}4EDX=PajcGJL8qebn&=%Cvcp$%gw(QdMe9I?&Q}&z8FBi) zQfkDW&sma3E;nMGM#XGoL?hx%qfSsV8?nz~Y(#E>g~t4(kA@{Iw3*GSl((>OBIMY| zi82hcBlN#JNl>dBG1LCWt;Mbp%No_V zMSrqjCA)RK!7~=@ryP|sp0f~?-Ei>R3l{iS(as*8XMt76(sbO_h;zR(yFxBD;>ECQ zJSdI0Zk1p$(bb5(_mYh&HaFtmuC=QND_CezAL>`EV&Tph&&IA47Obb1epsKz!YJ+d zO{Fdtq$~=H;@Ek6j^#+bQEtSyZv#hN%^K0&VEA?-vJnGu?+VssH)1T*-+Waw3uE+` z$1k5{LCo{}l=FTT61RS@klDk6?Q`kFm-ShwHHv+7K9YrkBQL~+I$4;{(X$MgVd3qZ za*3IABRc2x-eu`Df;-34CS0o#=SMY*IUHH=9v#lp`Y2^M&k{iqCB!h(Ep z*6&n7HZG=fejBp$b#(NYXj`(M!@6wVd$RD|IN*>YJKsr<-K}V3_aiXlcR7cJ<`qr- z+t#um9G|KGvV#fX-c~)kCMHVKSv5;)neh3SIrqGa3G250$^U*a@%yH<${iIJQY{Q( z+zAVlaXRtG{8?}*mI&r9VBw~Qjq#c!cTWy!;1TCJa%4tZt{Q$^@Jsy zOA477aazBy`W+J$=hg@w=V4*975J_wvXJLMrJQ5;S-YI#J5$NRn&{P4W6mse2mPt< zW#f6T)y$nJw*TLuH1p$0ObnO_>dXf*5xBg0axjI7m7nQ9!-km<*famlXB7*2U$=Sv zIK@KW2^GpcHhx1Fyrd%PSSXS<4t-P4!X}H+X`vrXn2A;x+odwGCE|(bbPN+$^X61D z{Fq4S9KRG3&%~`8-p(tT?D;IXCcA%TVw3egi-2`3tPSix>Ue?$qhFG#zk^sfv-&K0 z+2<{#wa(TqjES&7zSKztCbY9nabZ0Zp8`&jnpI4QzI9pJypxI8&;fowOD4AONLe&> zgFT;l`LHf_{$7!Dxv|J>LTR2bp!5f>$efKZNOvg1HIL^ z8t{x`q#`1@0rO{;ahmiuz}|npX*)L)(bEt4gWfkFY)7@+Hl+q!VS1kab{FWsX12EI z8erPrv$yR{Jx)HR=nrcHFBS=4It}2}yzHtu1T;(@$lfp3fD6A4m56FIz-qBfs7x8q zIk8(~`K@|PE4j2R^Q?n=W!&D6K6S`<7jnMsUxz9gqk4swItb{LpRpCI$Al7pREtVI zY>)aie{imcY1@mT+fVA@`QY1;C1dsI>TNohty_;MO(uvcRqe9O|!{6N_tb_^Kq|*@PN|Z1V8@9#;bw;aUBV zh8nD&5^*0Ct^xO!{+MSQs}W|kQe~>x&$YtC*C7HGBExwQ~>Qx_QsS`M+f-xU|#IJ-ZC__|dQ!?uWQH zy=EeH_e1D#1%+R=c!WD zhNVjQY~duMLH&#ji`zCFJUwGE<7VlOMyh*^8Dmmo}-| zR|b)QzYpF8l_51>wl4l-8A2w#(+#=GFu|QZBF*Ms!QZpCoE>2EmF$@#OB%V9wJ<8?lJImI3ZZdnSr8a{rYq_20U(wK36JWKw;tTa0Y(~9=|ug zn3%%m^S>xtoc@-el4d_<=3I&a-8$PmHowz%3JQFgNk>DH;`be)*@_i{S)X>D&0EoLBp&H9xat}x&h?cGzw=FJjYO()|8N{}a| zE2m@5)?I&8pIm7!LL8+@*EgvMcMep!QH6@|pQ)EGr%MrdZM(eBYZSvUM%DB~I$NKe z6uTfIM#rME1-_eJboA47O!m*wF>;9`Q+^X2(o@+yQ+#ZH0b%d7lZAMBs?Fr_rb2w~ z8{#RKFNA1jp6K1ng%}RZS67o~>q==_{wKCh6Ri^rcpO@c>v^vx{`@S)_8z6a9<5^B zw^wrhBw7IZ#aWeYZ*#%&eEZ(JE*ENBh=xUYVPSr=2ud_4bQ7{Fi|Tqf#Qf^V6Yl_{Q;0uXOBL@$p$vWjbs&OnEX4GN4iT zi8_S&J*Eo&$!$c^?sFG)d< zq)KD+cnYqMJPY}DAPp*d(x;oMC|I+us`F+R6_HoUIMnxM;79#*M6d`AKSGy^Y4Byh zxyLb%pEns?2Z#51t&atV$Kgl5p3zV-6Q}9li^R^A52Pu^k(gam^^l$ygO@vKBPlI$ z_#nn-leI4i6z&m~t$As1vdofke@el$&c5C|snO7lb?m1xg4sMUo=;FF06mU+j`_pB z5OzOrlKsR7E$=PI`*ea3nQXISzsm#29Y3{{CKHMGG4|O?s>&zqB}$?x`xmlLVe^2^l7C#bpt=2HdE0p*byq{w z+FL;wKQZz_qBsI)>;*~#n*;IK|47uKw98mTX8WxtHxM7=%{KKKQpAp{&uG1`Aws2Y zRBhkj1heiP@Ay6ZVMg?J?6$rSH#d&{o2gOY7aa>3n~FzF%deng{K;U;HG8F=V9hojND$tXFqmuLSM3Rv>0hEd*B_=UMnD{f}4WA-l>GJ2*cvvLXuMxR(+&3CW0y=9~SI6N`>FPx`ImrloX7^sVg@U7*XUH{L z2BIUB{pdbf*coh4bgL!@!ovYO_kO3MSS5`oa)e#CV0<;_^<+ruoDtgLl7tt1!47u@ zQ?bTj>Y;oK6)qAlo*!CGgVH_QL)CBd!O$oDlToSm2{C_~fz28m z6=GR5^nA9@&g02K$?`&vZ_?S|%z3yZr8NWBHRWG_Je`K?KZNU46Os^_Fm-cHSt4xi zmnS={i^pBU^QuuO5kHsvS!fC*gDTzeIre56&e8cp+UqGOy8ZEmVFwlVStPSaDIMm$ zOS}>$lHlidydl>q4wJQ`8Bc}d5U14eFT*#MttV=K*_6j1L|N_mN0B(J(i?elZBIN- zSNO&bB_?3G;`ew%jU-H8j=m{Xk%;4J4!8T0BXM(XgTwfV5Qr+Q3wK<&2P?X~R{6EN zcv5z&+bf5CUd(K_)I1Nt1IBcX;>3OMCsBHXIU;}%hVm%;yhgQ$Wp@a~;9xGl_8rM^ zhdI8|L6#wAHfgQSvr5rq;(6Qzt1 zl@Llwk|H9aGNdFCnh2SPW1h}DpL3sMC?S@v!C^>weI!1 zuig5jr8Xx#8fC7V6>D$D;Y^DbNB;gzSRD011x7(h56W%))Kkq$y8{^}5XDfT$MuhE}feT0P;`8;ceK}6a_+V=k z%d$+tXHM?PZR+WG5+;=`>z|FEg63H|j(L!sGo$NoV>&WQS8RVyNx_tu{)lrb4YxkX z`#R6N4`(5@yeI2E?jJJ!u6-sOPnXe;I3(mDWU<$+#-|17{1UG9cwI5%mmG1@kRTx{ zx8PvqL@olJkCYh%<>9h~kMp0Ed1&0Ib;ILa9!xJ}drG|wQGcZuu3TM#$(EsB?eo=eR5pz|6jX*!RqAR#9gDDm5vE#e zQ-nFY8v`uqg$UZ3mhL{c7|Xsm_3nRNf@^(-!S;^jcr@+dxi1Bka1sVSsL!f~3w8az zdoRccQJk-k)me?C*!{IHtSYfuSFbHyqXJ%R2V;qX3Ivupr_TFc0ojGWTD}EVA*(WQ z^}excwC&CK7P*-Mzbn$;8|o>L97_MVB!-H}L3Mv65(RI>*X^QTk}@j zl$K#KY+8ip=NM67Go`1j!lEEihUt3LlL}|WH`D+v8fr}9t~AV`qwg5oCn=GJ!%7-< ztG%gcSrkm#`;CI&k4N+_%%Y;{Yq!h!l~kCQ^w=I`QxPLly5eO^!?w1BT{S&4xc8iv zzZpmerq{3ksLX(}@Iw#f5(Cx?ub49b(QxJPBLzDRB7U^vrrI4ew0z0eEH$B_^tQ1R zC4q*>+d8lJs?edY()9D_dpeXt4&-l7WZ?dV(2+aROw95!{vcJ&gi;sny{rubOEyky z*EmOqa+V?Qjes{N`mvoq)KDs;GkpbI&nrqVs27ZjE&siG61ZmoX zEaT-Y+{jLJ;!CsO(cYQrDak~J|JIcc3m8z?tF$2T3jlyJSNdyty-dt2qLV1iOvpbDEnVHu#1_Yf zgVS_bIMuYGeY}kY&o_C7YT;~L`50g|eUuGb!~BldsT`!OtXU~dWg}6LD!-qIfBgqP z-6)2IdsCz@Th6kOVqnlVp3lPOYBMTnIvaWk_1+D4+0g$R7h$Bzf$~q*fJ8M1+3)k+ zm-%v#zviRl>fc0Ois41gPAuFGlCx+wVd0#_s`CNnEXY}Jo$)h~$mh9Ep^G#dnwsSc z+q~E~oT>3s>LDAaE`w7@#F@YEs^1wRj$~SV)Zjc~oF{qneR&r4TE`E>{bl0UB8`;6 z#Vlk_JCI^_k%dj)T>7kDvd|n7Ffw7tMyA_=XDb`okO*nmOu5R!@_f_Zu?2!A5oYsV(g+)FnH{wVYtX&%$yW zYmAM6xidTiC>(HGuW@ULyl&??EYay@!9uXA^XM5Cl&$8LY38zU)#>y#11<~Pdj{u! zE3q+uWb#Ubn2ouC+6l9_a-cMS>aoH@4vMPVJ3}40xVvB?tG}0x*=}buVzk)U7-?1R2hy5ZwTZG^D9XKaW>#|{r~O=I z>2D59#0ATiPOy=_Pj36*2R2MCCu9Ss*!Z;a)}wWL9E4dhEV=|7%yxf!_4zR_`X>L# zHc9bdS|-Q(a*GGAeT92H@9^N0KF`EXjf2JTQ{nt0HM!~irse!;J8n#SNxg>bAdzf zS7RR9|K3*Feujtn5x+T={ycc-CBzgo^RRJq)AqMceDrl#%eKo2pnUbu&9M{#Br>;e z_Ounks=}r3y#!$SY@XQ@GXY!<|6cg^I3I>qFXnrA@eySp?ozYoW34>5wJwd1KiMr( ztv~n}rR3({j}+k0*P?SY86o}|Mm!BF7J@0rs=ew89P=}(Ak7ov;fU#_f<(trAKOi+29T7AH zB)y0-J!c_8pv?PYp0Ogtmf!Zil?CGaiV^wcLMVy0*>0{9f<0?d?)h}0eN`6xuSW>( zg&>v3M4ZVKgB?1xfT_ZkU-Eh)m}t=lcAOF+I_Io>ytfGS9mZc{tN{JH#{ZtC31RJh z@NF$ch;v&E-H*_PSdvio)JJO-hSMKm?hL^M;p>ia;Hh zalbhPa33Cgr$)@De(gx*A#)+Zr**_k>IvbwIx%OKfe`TnX^)&jg}CnKxVW~RsQdSV zUF{nH>Ns=uotpsH%dkZ%Q-~Eq#v4z+5a4C{8Lp8%V;HIb``I=toZ?EaGwBFj_JCxK{bq^LQ) zi-d4m5&6#ESBRIqr^CB-f$9oP$BYi3aZehf&p`x|+v|=m1tMtZq-<0f5n-pHUUPq_ z2!|&h4;z_@kS5tFZF)?E4#n}K>ib2o{i58uC|HEMVU=eNcZl%ko=x57HDcV@pItF6 zPK-(B#i4alHOQ5Td{A_^1`kNIlxZ_-(75tf$U}}8pVfcNu`L&)bpdZ}CQpnFH6|@a zgJR4HV(32FRD)NOem6uZHQ4D!(dK-vf!$lj5UHcJaH{|AWZzJWWS{8lFsE7!PH3in zn_i1fX_I$17T2P8kG6*8&RS?z-#hu%yB4E?^-6mDTJ)VhYhSmv4t))Zs}?8MVaV4z z*1xR|WhuebL*MIA9qSUn@UBCkMBDe{hINQ~=yllOP#u0QUhbS3U56W1+7=Vd#B=gb zM;ZNkkW+5WA;r`~-l&qD_N*QXTgeZW={-Q@?wZL+g$EeAd!}6dTs_uwy1569Xd700cUBoID0mX zDVbRdwT{$lj%RD(dEZsm!@m}5?N!=KqiSK06=K1@T8rCSqORfF#5(kkTR+XMMb;uE zwa;TU*qc1GNa;=uw!GB0`RH2%y5}*i0Gk>(McBJqs?|WVUvg2))*8sfr?#tatbvry zV2JL?8YsoC+NS+q4d#=_Go*=qF^8f0X-kk8Z`Ldx>)0bk_OeSoXK9L=J$k;yJInd zgOhw5jy>DF!GX|EL28*^kN|dptuIG>`LNk%0w*0F3|eb{a7wvYylN(2OO=Z6 zI0x+X#Mo1cT>Nx@)5eY9LW<*)nNAORae*05K zA_rFl6Bb>Q96a4EwXVR4i_7yF2IX=b*tR6!F+R`2jHR*9eg`w599lj5VJ8DGQ}k*o zz7jlH+wV26nE~|=w;r%e36Ah(UNux^Vs1}+)sJo_RQ@iUX`;_U!e7#oXg&*D&gh;9 zGiM_0#b$r6w{*NY{p-^}Jq^Yq$@?`ZG`t=BFKzuK6_Y_anTp?N7>kqoPkWRGzpTC& zosZ~9dni=hv7CWCo<`7%cm_DBk_uLeOk}!OADOn8j^b~WvilKKm@O(#cWI|UBU$K7 zUQB^~;;)4z5)`QEZ?K9rp`i8okKMr{3Vd@W<+?6WLCM=|^J4)GK|inNReqpB5whlC zPIOoc63EB_~EEx*ECiJUTFNIRgD$MT5h$B zVP6FanRA2NUC7wbd*Mci4h8cQ^r`P3QlKS_;M-rS#?m0&(-ON&p*ve3ZJk+!p>FfQ z6#+$X8uDRj%_u^7?yKVqMMb##YtdSpoDv*9aQ|^uXc-hk^b3$sfd?O^)4kfNa9u@? zmUfnmUKjdd&+#L3zuG z-K6kBjLE{YF|`;>O7M_ZP$@p^p8PESRgPBK%^p(HrBEJu_}`Ok5`2Ff{R(_nfb4{x zyw#>8q|+z(?YBsnIPdDjE+|4Qf5l*1Y$@&=Ry9{RRp8^FVzu9UtIbonCo^up_*;en-8ZsF=2k(gKUm|gGa1?K zmxHGqC^*2?A944g!eZsQSFa|kKy@>!JIpA@vpcpUW2?*IaFxB09aV-Wy}u$8qswsh zl8e);i{)s_(&hDRs>DUtiPU19Dlk(YOHF*NMt-7Z+XZPd*2xa|^i`K*@`IQ3Gu2Y8 zOA07)rj|fi+waGW3nf@JOVK}kpae1gmJBCx8PxX2Nn%c`0JTH?;Z#Z`>^K^`uY9aR{2b9k ztqd~KJ)94@Pa{Kq?vR2&x)OEaEm`836>u6JWR^x(;AQ^&)XRjA*4A@eSs+`5G{x&5 z))RG#To-M7WfKK1P0D&|!BpfO4iB-;qhaOYhDBT3=_qMUTU;?jLAqkP{v1UzTEE_H zNlL56mhT45Ur~kD149K4N2=i@U!>?8M#j;=pa7#KRJ{14Dk&jDgRVpPl^t8@VE6Q% ztWaZMMOonc8-(wUkukXwW*X6nsWPJZ*^H8;zf=Bd` zDG7NRUP-%#nn%&#arEBwl6)GxDy{fuX%yVM7QOS&M>2j)-#_h}1_i<`JQ}r(odJ zRQ8Al6?(=;51P!QVfCS5C;D?5R5rH<{^ihNeDRw>-8lxFPYs#M@22Cs zuSRCEFg)XvSGoif|CE1atTtw#oxC{ij|KxfWmA5utzw|yy?kJVKLd3CHQNskFu*WL zsoj^vL}5;@1$Pb$A&Xn+GE5d^#^jc!gb;o)OUp}TkOh^okCHNkzs&M4+|zxAiD_B? zf_=|2v9$Pw*}otrzJ1$NISqvWEOSop-Aee*3;HX}GFd3y_E)z{hmGUOGu!-xY$W^s zTiZIo!ooh8Y?3w$xs^5X7qwWZF_5Z$znuk|=UWS|}HOEgvquG8J=93!v-h|HAo=0CN&14T=p3e`9&0C$CG0A-8j;ia*0nD;9|m?3eNx`Y!4}w^Hu?^MRGS32(Itn z#ZG#+M+D9X-wzH1r;MI5X^1xgf*MTBhkS^BJ&CCj_kfaIsSB%QMfi{B{5x@z2pOun zQiI1u7)TFmo&^zTOFw@7GbTc9)3&t=%f+xHZOF_@7GZ|M$Lj8lBD7R+H^{CLK`k`F ztY)nUr)<9+zE&>6(}DuW#VwG#_`KyhqrUZn0jIJyZDe8y)^@$y>5!Z?6i$SbTC6tUg~ESm(u5V0>WnyjRh2;jPWko}P>fVK4x zne(jzT$9f@6kjiZbA(Ba;c6i?H5b46c3cSW?bI*Q8bUkW5=;J`1{ z*rd-#T35%Pi$h!(3#Bsj=^W(u9X;3N$bsRT_R*?aY|NSV`{z^`8@DY=2TGtaHIOrQOoR0 z5Z|$AAd`ys@&~f^j!?1nwfU;zWrV(SFQ{F7N`#PO^)3AM{_$F%%Lkb<8#UAzg4yG*bXuRHa(8FPbcGp)G1cXbP8^l z3odUoqacs;vB9>f8Z_6=Jy{wR*!9S0D$Ai9!^g0s&!iluX0&NX*_0zgCF=a?s0wUe zVSQ*0!9P69hf|e%s$s7(oAok~jOp5@hq}wEvGD8ty_5G!F`^o^WckV>xSrU1`{wyV zcqY$1T+Ah*QBVDb{O&^hTD7V6lX(&L_qPA>>@NnpXr9!7pcEHlW;ZE4F2}j2;&)+J zs~{E0y>_v$81|=@j<4`r2BYaF0YioG8=Lf(&hARdH8(1a@k@X5+dFlm=}Ml80x>f z;w#%rQFkw5)iuc?Bu1{EObP5N?wY5`)+a+mF|Btar(=d5(KB4q8KeVjX4i1vRO!`qvR zv09)SAOl&!IE^47+7BsV?_RccP!I)>^&W0m-7#e$(sY>wwrbW!s zvj!v#es_#}O01J(@LMzg+7gUJTxU&xPeR(F@Qm0)1&FrpjDEGg0HTC%X2t#as5|T2 z7yhvTGL98H1N16(YQQ8zc z%g&hulG94b9!nBdTKNx-uPT7orOsQ$mkMAyTX9msvJmzI-uViWC1?oj6e*r8gSOgq znfF5#FkXJG!_=S(N^#14>b1oPU*`B$DUt-&BbyKGEF~fHdEmm=OGvPrJMgpQVj;R> zV!K1v6=R6{)H-ixDZY>!tqy3F;mTkkhg(&SInM)3*1apoKwd_&YIX@$Y_q*_+`AZ; z3e~Uvm{S4|Uh>A#ni7-@$FC(XC45$NSN^K*a&*h3WHt0wAoMIXn?k8Vsq1LPer+=J zea-}q6X#wf^`!Cpg;jX7TJ+6ZqY^^d^-b0;m8dzeN`Vz$iPq{hyR84Kg5t5AzDwn+ zG0(?_<+q*;ABQO0jbbwLFML%qu%jSgox|yOE6BKWIC+)XXccGOW&;@pOSV}#I#D3kI=D_(o{GgI4CQr?sfax1{%ID$&0anoYhO*0 zQ8sbbq~#wOr%p5%4io-&8(Y5Si8Td_54n_{7gHb^Mg20vj*2Fx{J@U}?eiqNo=FNwrt+Dsgr21dM+Y}sQZTge^5xe@DaibF^WF%--!q2#yUaII zF`)nO%*jqF6t4Eie6*p#TwEi_pH2ra>=^y=M>;+@btSnZ(BWhGAbac<4Vg#Y_2etl zFg=8?89hYB3dRj*>E$$>>zz_7yhwx8$%`}Or07`7c%3s$qGR{7Kr2rR24=j=Q|xJB zVCYM~K`OzyJM>>YWL{vPycYAqtLX4>SYaIKOUH$3R{l~KI&A&i9>txdgU?;Coy4YN z%cxMWP=|r=q?fm=Sq$7!%eP&=h6%&khnM+u6D5S za#XKOEsu%Zq4|wPoeaplxwuVSNpQVJte3}q26mXtI2G8#fc)1Dwo3L)D4T|~rVcZ4 z=DA<#f&c$+da*T!yMT>R+0udZQa1RzG@}n+WkJ?K@%{S|CK?~Pm-rj8P<7zg+YA8< zCwT1*v)$P^G`&AKu7M4iM!&rtTR2c$U~@Bh1{W`EpO(s{aq)Do)cVKLJp4Xu#*BNx z!FI=-oZJ+G7yLFHOBm-sr^iRBiDi6_2MPO9?#U(| ze5Dq6P43|%r+Z`icRwC>tsM)TCgS4H`6iEtM|e0<;Fno=hX-4|FI^R?d`Q0FSqQH2 z@u$pNxmrbl1Ho5oGaCtBIVE(L0RR6Cmw7l;UmS-^k}OGC+9)b(3sPEeBc(+mi9*&a(P{}Ll0Ex6)@IBY!(jFq z6d#q!)-I(*rC(B_ls1ar{B@smo^#K6&bjA)Kkxgtr98gY@ERIjWA-%+T!n$n`2J&4 zS8?;Ros{yzYq;rF73s9@8WLxZkoJXMgHSrN-O%zHwzPZoMvgba&vW2)_m)PCEM5Nl z_UuM*XN0e_?`=Si<09oGG~isIDo1Ca0bw74?&(}_fW*X%8^hbBf#C~4ZfdO2(aYRTor3Q0k}>J z4^%q|uuVgXolz%%aXQ2FU5@}>W)kdw^MyEOKI_Kw20q#hLn{^*^U&MW?o+UhhwNYH ziRQapY)x}w%&g^t-PpXxnmk-aG2)n8? zHg8uATm!Q%9M`UaS%L4h%f&Ug^3G$bawljLoxeN_CO7yr(DycBZFckNWnFNR=^$M?fgg_y1PBGbLB z2pa9hgX_vm;4Am?YJmh9bDHnCe?LQk@9it+Ll07+_$+NO*R>SC7LFef>61{gBJiup z1`@O-j!doFQvj1oADGh~6rd6ckqwMud?&e#kxpH~`G(OysTSpsYB~GbZ$1@O8x9|6 zK3D>qDx=kxtw``W?L<LrKx zwR{RbbqUFBtH}6md;Ze1lUI;y|IvDBPbs9iQ%@C>%J5CQm~CG|M#`oP`?huEu=!P^ z=yQjPIU}R=zT65t*OTqiUsVp7Txq!tv1EiKKhl4_f _`Pn;!6r6a{9#q&^4zI9> z63kOH{A?H!kuvE>R}5u#*fUT)o~*jHt{UVzJ8s!>1|DQ}dCXl>fmH^B3CXrJ9QYdY z=xHq#O1!~>sTL|a{NB~foL>RW&n~y z9tyG5a9h^jaCl}7)XgirI~OqU%za0oOHT#7J=Y`z3{)T>@#>l56BS6Gdwd{zU?8q;_cx2XRrr(sL1F18ChBdq3;7Fc;U6SP&NHlrvHb(BB!Yp9XHqnsdl_)j zu$0-$WMH;&((8n(DvTJ+J!<=`8gN9IG za{5H&14$Mlzg&x2qRd8YlG&nvO>8tViyn^|vhern-&bkt>u@7w-jRZoI+ST&d&HGx zp~f$A)A^NbEISpcW&47SiGYSXPryNvcer7uD;Fsoj~&mp@({U>U`Nj4Vr=T$NBa;C z22De)sN#D2EwG2Z=oAMJw@v={^&SU5RYzk4Zd_y;ujrJQzyE?X_lt0s%a|-7kbG@Ns~tF#Coh5B};uW#^pW zL2r~5wI_%Nt+st~$~Sr9`=Yt~ts@^f%O8c*N(tcS-FJKwSpdhUORTlhh4^zzyXD9S zA=Y@#X;w@SKq)?RNZL_=dA2kuj}QUe6MnvKh!CJC?(E%$LIHNqQII=2EWoS+R#lsa z5Dz$sLw!Oa$PG8w%v&cyF@wq2<}Jk6I=}qDRsrrs>kf$mbQT?5weT@VpOHX zIh_|@r@vMN|2IC8y6Pg#?U&e}W-P*cfla=thd95-@^&rF6oGKu@P-{OLXdNE<$FsJ zPCq=gWZzK{emZGfp$i3=7*;KNJI;r^nq$2503XLUcjm{|@v$;{gmsg~hiS`w`~_|aSyd0hc4w<>2b{_=1>>C@43^Tppg#y^xd!iD;J!3DcV zT=-9X<*v=);^n`ahRtC$siH-g3Qxu-4}Z02F#;-=nNmw8AzGTz*= zo(r8slZ&o9IB3;3qw1z|kfPHX_}GbqW4r8G4O9+7v;#sZ0~|;nnbb;Paxpz5mutr2 zLU+d+$5+NY6j?my`Yq?edHsmMBZ&>qNEaoouPlttDv$^7c1K5;6uDO;lsrMK;#b4=;eh6G@&E7Fu)1|)EfeYG6YBaI;#6{zJ-(G( z1$!>Jahpyh!sNeh(a5GFKPfnhWK@Bg57Guf;T5pE{^>yNK{|AfCqEN?qr=A1Ux_BJ z%T>cq7K9mA!Rp<|eZ%59ELRly_3BCr?#=4%Hgu-oL$ma>?S5o@|I%&r$BvBj?;{i1 zRpk&$S#V0IG&DWiZ|1#^j+R^Q>#VgH7%;!9oYPSbt6tX|EY(s-k;uW%V~SDEFd4QIvk>!(E%Ue!qD>@>;F_{cg#JiQ(vi8A@Ufupr6Y zwk07tvR4-&h4{GV>wSmJA{dS=_#IzegvC4JIjK)_upyf;ExVtAl%5AU`$p0+$u@s- zL^>U@IuCe4%?$kM432VD&%(+L!7?$r*?1Lk^^@GXTnH$CJ2r04hndGosb!W0IGt3l8j(&xfkY*GuL_`8ag& zOWTcABzR68^jvwT7%y{YzStCT1^MREr;I5SxOR>h?6@q>!7#rgHr{lM73pa>CDWjE zr+>!6<}&>m~R#|NWZ%;o|eAU*7plfdryeGkK?W z0j5U!^(Hk7aM`8pV9e(NbZ(R@2%KFAeU{JTg;hmRONq^XGFps%BU`+Gh8M%0Y<_h8 zR4%q$bxymmD;rO*+gjD%&&FEb@6A7Ya$)jkL?vt&3IDPqE?P;IAo%)pwoiB&_>D$} zR|d&g^I!f(stgq*4f1KF3@W5|e5n6VbOjz=$2<80C6IKu_n%5pDaQItR~g8ZL8_>G zROtvA$I`ZBQ>T^V#LGYlvIiBWpN5lc|5B0k&5Zs#zXBIr^7cw{D`DIDWwO~C3 z0YmE^T+^W9%*2;3Eo*7`5mdN-o@oUheYOlWeMrZ&r^?|GZz>Qi!FqCXfC{ohOK+Sp z73L3HjQ*xmF~fuIckT-nFQc-jAF&tLgMa(2v$%A8oc844k~fvmeDa##PpN|P<9*R- zoz);E${SYoRiY-4cKT}_9Ut0~1H=31Pz;eL@#HEI6F&HPiJ#aDoPLIPf31RXO*{K= zI1}L`dyo50)ZMm1lZ zQH@0n6Z_r$nb=7zRG|%uxn#)6+rY36y^a=M-BcEC{R-MSQ(Sj_i|X8WY~es^<0Cd(<=_nL=1YpkmrIE!|m`>;DW!ia*%pb zoI@_j|9F#JY}~~OA=1RYc(Bx7LXwXZq3F|rNIpo6(0G?+e4J2U;ZJ(Wh0N8(pLF+g z(V_OAf3uiNo*k1)^+*t}!+77{E#?wGE9&|0Zai#ySk-3S%|mZ2-W5p-ts?O_@UF>}lC>fmhx zsL{5)DBmJLil-5yS-k$QlFou)H32qTuKf`s=8UY#rRB||Y)yMAfTMHLtfq zu*}c-EZ8CT`imaN$E<|NSo+Xt`g;MQ+SSy9^B)a*D zkV34w^z5YwPt6Otz7F*`)G{k(Ikg_&-}+s*X{^T&#n1N#?M1k`hgdwdLWt;-(N9*3 zc`4$&loWN70A=ny8tc}Gxg&cz&u*Up+e-%yuu27D&bRk9=@ek(x>Z-RvJm46CYArT z3Gw79FL8sa00Ere6FUs~=u_wpcoxmW>;rl33s>_{_bqt*>;M;y)?<$Ib$QsDIsJqW zg$I)WTYAt{9)!D;**n|CZM`^UmNXw$n=VQY|K#C`1DQWRnTu2DFP2LWb5Q%~+D@qn z4(4&crtbd4!Ca)AkKfA09Buu(E@@oUuO0vR_yHFm9E-oOG5Am>etv>KC*n^ou6>nO6JRi=0L@kbW)&Gq%tblFfC^a%T7&&KP?8hSIC zjZOn4sn`c>oXpm~tvtcTVT<^VLT(+*kJ6R1Vrx(?%l+{B5ffuNZ;xm%VDb5+~cNgLVPWHRN0p8i|e2}qbf|`S%>jeU1X}D zO3cBr@85iisnIwD~{k{6)jp5%W0GG&(}}8oqvG zK!>DE>JPqCB|?2JY8Nppp+_&TC>p21h~=1`YeGS{Zu5nxMHGYxOn;~>xPr;o@3)17 zlM&URZ}lRd4C!U(&BwARP!Kd%NtcOzzTR{6T`Luh8V=Xm7&Q1cJeOgy%b=puSy*|5 zgv`+e_ZR-j2P-|b;lCvX2+*qhF|j-!5o0{BWA6%}FH!5vIbDoj7K+>SR+J$(SY?rt z1qGQa|BQTBC`bJ6oj+Qn@^NCftj@9GG^n(1?-}Bzfle{gU9NH&GI7mZH_uc^t(c#^ zStYU#AU;w{=wjppgauk$~2{|Dul*Vh=I+mQm7aIcTBr99Rn$jZJe$cgw2_7 zvYrtGe&&Z^tvlf;k^J0Q@huXuO|ODn_Q&GhuU(rKsU|_|debY7?Rw0IAGV=meBJ6K(Q9%X3%ra5)2PCFo1S85_{D>h-eYjb11b zN8FzU!Dvh7$PZ91Ag*_{qR~(S4ya^BbL&oHYr#0t5 z0nDP~E{4h$qmpEyOxcr#%}Xc!tc4eG&BB^D(iDcj+fW!WCj={Y-)?wp6pB>|l2T^r z=dfx;Vj}7F1x)(3+@9QX2`bCY6$&kq@iW}ne7!{mR4XbJ=aI6Jzh~yl<1Z3WQg$Jy zhZF^yEf3ai(v5`V0jJ9m$srhXm^|A*9*(Zx7IjADVd%cHnfPQHhLFT@<3Fz9xE8p( zxcF)`n&akJ=G(-H&v$x?p6~>w*`KOCX|N12+v>94Ok0VVNb7fzueC5YjXh(oyes0C zd-_HughDIO6gG%~u&Z#*?&3sfO083!Zkmc=Ps4!tFIhO@6T88;EeV@#IBqSXi^$j0 zv=8|bi{>3YHx7)&f}VeOCI3@Ag!jKXbML2tYL(|X#>fH@UncS1Iv*<+ZM-GTE=0ue zk&Wk_u3#@i?dh@JBIxQw)UBPFix)j#II=f0aqI4EpCG9$e7|{ER(pFUTuh3d{+^kQ zMBb*j6E_Or-R&v+xUCS2m%n!@zF2}snh9~ogUC?-Qy`S#mE-8Qcw_2dF`gV*zu%%Z z2Yx2pgBK06(NVjH($bI$uiHE?J?S*am+SSYv$AmE#(aWvs{oPT^wTCyim_d*PlTp2 zJQ*J-ZwsJ+{xiK{cgz*+INVgbIHUk6F`>b3e{%7>@@~$ywp>&^TcnbHIS-v_XGgPI zNJvs|7MwOOL9E*T$m=>}jOiU6y2YTt`|P+@S}qm$`ch=W11WI7wm&E>x(s6*P7ge_ zE5&xt-o^S3r7#a&v;9|G8AfM&bFZ3{F>8+T-iP-nNW4wXb=0AXz3pV8XkG<0%IBX< z%cG+}&9cWnjgHnA3hfWe#9Y?+z%0+C99J9bS+p^+|E$;&6?K7%xF5Xixq&qN-hA&_ z_)rD3srxJw0xMDU^|vVQDgz}qJVSn&R-=E;?z*$-Oq|=3;(leAfhAx1BWar}LH{~O zFI~P8nMw&30W3PcoVRH1+Fps|zKh|#vJ70Cwc>TLXB8S>-3rRSRE=Gv!L;uWnP?q~ zJ`=d77LuWFq~m@tv6+zVIvr4rJW)Y#qjNRpZrs1(=A&xFE$zwRiv3e*qaSGvtp=Af z?D~27b;#RAUiGCi2Nw^eD`(^9Jj80AMt^OU8>ccnG0FCoZ5Oj_znxI zt#UEnn^@4&E&s9FpN$72-CXByZ2XHI39!!Pz%`OZ+qRbrhvkP_CBAU6CYN}cwV8{e zb%$$3IvfPAyfORcdp2zOZt0GL;@rBnMCa2dHu{#BFiU;Fycg{E^5i=;)Z!xip(Y+PSwv0+x3f!@VCb*TkARa zTTms?li;9B(W{iZn1eN3S#G7Vm@7X7A9@Q8>c4E*D!r47^okn2uzoH!^v=wd5%Zz5 z#R};cYxs~{HI{r)hmY^~e0jZRdH8R2kMxFvJPaIj*x(q&gC)mu(i?ia5l_ zM8!tebWH&y3~kJw)(CJRU{CSm0Rb!-PYGtO5SR6*E}KvVSbO~E>Zxu%&bVC4S7Gw8 z?J(nrF`bXjg!+lJ#R8lk^|3u89=BM2|8>h30<4ejiy=7)@u7TZXJ3a9ADPqsGDAcd z;rV?`zq-HG13KU&HnXx^^j+~ZCV2|PkkJ(OKgCupFl2Avk|+0E?1i;<~X~X9>YU}BA8w_wO>OP z!R#iy?iq>DU1Pp1O+q|RiMFUxLClYTuJ+y#_jBKWIumIng6g=Bn!1=%r<&%<$umT_ zFjTufbc1;RV=MF7Ap$&@x}7tuCxF4LgLA_h`EbwNkXO>mhs^KsEyu>iye#3D-!CUX zzSOLXG5`4R%D*Y=VjA>4qA zfX&|Q?Wee~$g{b+R?O@FZn?CcljI@ouy(85GcFD+%J!10bt4-;S692a^@#fyR_{DAlLL!4yDbx}Iq-JO$}~z~ zA$YMwMXpgDf^>V1o=mMpPU#sFi@qA@{?yH8&aZ`k=$ldFidr1s8f?6$rWPv8JPU@l z)xmq##Hw0Ooj5OFNiSVoi=7F{`nAK=_;2H)j~&!1c!kN*N?$T?N#lIa`*jS&`aP(A z9mD|p)W_>HJQzr7FjkWz7+B+Nd3l*{70&SGZjs}wFkw6;m2ORkEAC!h6i-9$m;^&( z0S!_w&bmaNq#|fD5xz53?3ISJUfpL@sFr6ZygWdI=2C`e`~eLY42DTB_g281BHwZG z0R`j1iZ9kJA>*^@g5b}VS8(#Fyw-#{JQ=*HaXP3Zrb}J`{su?qZzhlZR=mLw0G)=O9W#wM+e17Sc4fKepPQ1=bd; zyz}33z*b&fCbu^aM;)Gjst+x|v4tUey?+bgvaBLNdS@xttlu6h|27@QLv>Nw@6W?0 z`ruLNx=`$Vz2}Z~$Vn`zxtOz4Ed;)HvS+fhV?f{3^SCcB79CvyPLbzQA#Y~0djIn* zTtBL_c)~6R2i_LTvT+v6I+^J&O%EWJMQ`oD@X3NWWqy@7 zsNo8$g+?-pO2NqO=(h|V3y0~2hbuZJLtyZCole-3FkokbOVTsw12@pYBijq?kfj znOfx;m}L?f2TpulRFg?OFP-niw#XugbCQSWe9j=QE!ibD(KI5)ZY0&iSU(mYO~8D5j4x&No!^m5(`Or0o*VWG2Aa$ zO7hAlyh`s#+u7$5;WbHvb~mz!Yx)X2|DX&)`&)G$Jn+#ugDLPTr+g4;2tATilv{_2v=vuCtWxcH|JcZtqI9 zy9c8gt;iirn;A0x)H#RRv6NcbT| zA{d)zy|9$aBQ{mf)sR`3P1v-%hgCVI6DzKnMJIU4tYD|6C3CL z5KMQ-BN#d#q>kC<5>3WFr&sRCAvmL2rpL}^5aT2Y@i!oaxRMn@$#+j6!e%^3zIr%@ z=#~q-uKP2MnAMrLFZ5rH66!M%P7e7Q*G$|D}`WlWV`;_HwEyY`8I-H zUIG05IWcXRL%8B6bcxm}M{%mj-H9d53Z#w80`kdVvmIBwjHZFZN5D)Zw zC1=M|!{A)CquAJ*aIpEE*qp2!59S@4Vll2?66C{evHQeh{?1fE zKR9%HkF6;1gJcyCufg+{U+!u{aQK=ce6-3FiF0)CuNvW~$DTWy zu`dB@{43uo8N1;3z`w8O$6cWz%=ULN!2^;*HKvcfz5?ng&ZFZV79hSw%c(@tA64o8 zbN#QQFlv7OiyVInCO@u^oH5Bj+d26|m(HbP%YCpX z_-li4NieQ@slKTp<>x&Nz*U*~ep-_50aU|3suE?)%T)Diy!Gc;{Um&&1TVz00Xrb8+Jz)+>4! z8AI$2$!nSv;*glbvxx)}-n2eF`)O4+I)%RoA~a;x1 z*G(vXr(vM)sVDK?4CLFN>Jc-~L6ot@@8t8IflA#>6^%hAdJ3f}etE;fn2^b?4MQv(uetj6=xzp@ zYLO^otLT`qEt7xWS~~8fcZr6tr{lxAd)uCJ=s0h|HH-nKui=HTU=!7O*iZ>~4op5(CG!Eh7))FXkiR)X-E!Lw8*z!Y>~h za%Eng3Oz{2n8dMd9MwcocA`A0t;-cnbIeF|0!M+K^ILAt84BB}}r9I1JROf`PlZXfL3T8*^Z z?smFYYjF6cLHRP#T5LNW0eyxwsCLjwEi$(nvwq&NnYdJqV{WH)Yvii&^so8ceY>hL z;LjPqNwsQ}KOvtBry2F6W!(Tj0O7acmot5Nm(s9Y?w8WV*N&@W0>;r1K5x67(m z;`!AN*NSi|@Wr3+$AfNEV05~J`2K?xxJR(&f_g*+mMgrfw`Nt~s<&UA@l^$8O)=PB zTPo4w&qbp%W|bIbb@3veuE6P6AJ>uY^3dD$es$O>9$JnIQ>319@wMwU6aEM;5>t=d zTgBv}VDIF3@f$7@$Y==_?%;4R`p`}eyWT>Qg$wOz8L4D}3b zEj)g(@tDJ#pW>_7_)sBy{lyX%{83)JVx#|3)&$#&f!iJSPVlzUF;>ZPvt|+vUvBpLoYYl{ANDVOVJ$>M zN%wy*PMFZ~;;J1JcT^ZS^)E$7d;=3XQz6SkHCQ+t@nE`3o`JEOL;vP?QgJ%A>#xJs zV(jzr3p+kZ!IsmJi4MLL9P0`fnH{BI-Swm-f%U~G@GleoOc!I_sAgwqQVE*PaFnut zP%$_BxSw-JF_QGY?0opT06#JWvPoKG+^4tTYx*V+kA30F7;no%$(|h6pFLzujqTmH z635hB_(EN?nZ&PC=)df$3KGE!4-|GKa}1Bq>U zOYm|6noT;FxxbIc5Nq!PEq>8B65=zqRP;8+mUO8d(YlS-4)11vrp942^95O|D;ZCV zT$~G2PD9!wNw2c=85kW*x!0>4ft?>CjlP}r#QPB~npPc77_+vb{J7F3ROoA_nXa}& z!4=(BDdAUf%jqRT<261g{^5?qA0}-6<%DE|faaxX z7oeuWvyeRM1cE{hRUtKAAa2ZV{qN&VaQUG)BsOsq#H0R;dobhy_ah5_(c`XwzAhYX z`R@SK*nU5gq2mR4OUBwRB}PK@{?6fBrFS6t7*EvoeLP5-f$!;q|Dxs+;J$YUclI^`D&H~8Rz_q% zx0m}v@XrL!Tb}=@XBI33@DG#DWkR4ZdumgCI%s(oJaLpFz|5B8o8gRV0}%6bB@IAkrLU^?(&LZK+Az?$?N`0)N|py#*B#qJr`DG_0}c|lHl(A@2Zq< zL`bf`_rT*(7TjL3f2TM-1Lm&_DO$x5pt>^iM?E0}E~KA+X!?Q#cL=nD0-y6><@dp9 zdVe0INQBf+wB^EztBU<{iz8C)tfd@7C zRO-iM;HrGe6S$lVC!>a=`B$gI+sE*Hxk?sH=Vdmz%4UL#S5 z@rC;F6sVgHtQ0ItfLM!L=2v}VU|)onNxEeejNEHEZQ7a)g1qJGYtIrOv@eRyXF`A{ zYI%ECwh~}$`;W^4Yyyyded}YE6X5!DLt#nJ`7yQhB;158k9E-87Ia0D%=Lc0ULOK!4OSnX`rhRViK% z$_ywFX*Nj`cQ1sJR=2!ZrNwteX0xQFWO&lBaV>jwJ{+NS+z4|jfOMBPHErERa5?x< z$`xrUxczYH7ILD(ji9yG-ApQIgujVN@GAlB-FX_zxJ6(yS@}Wxdm(TLZY=Y#0&uVH z>|tyogZrBJ$5%4)!0L=LWy!NbI7Zm4QYcmgnfK}UT;Ef`rUacb+$hlG6y491Dg@n> zT%x`q8Paq%aw_a|VTnn&oF+FLN-N(iy!w|8RO5l=NoJ`KA6#7NUzZKM0p@0@Be`(b z^NiYluUudef`&6ANwCCjE~`C^2&WwXEj{a*33Wz!w_blugZrHomjB)-L1>tF(%Vz9 zum;{Psc&UXIJHh zv`CoV7QZECLooQ&`Lv{EUW3qu10+W=1Nh~bcRMxu*>hGq_EbpJJ2nE> z_O@;7^Ke8zjcY+XUw0ty`cGu@2X9a(T#JuY2!Lgd1j8P^5KypHeJ8m061c~U_^ytn} zuMdodANuv>vOf&Ux_LT<09Qb$zt{rDXwx>$5;rtj*I{^iEDV|acLVkwj>Z0#@gCN< zRP=n}zMDVyHWCgOn5;B*$K=gQv}-bMIQWM9r6$=6g?bYPx;F=)c{E+u$}b8}s%MwJ zdz*lz>%%u}IFgF$tSqKLPC9BEoAOsS#-g-h+HOI~5G+v|_p%BP$E+nA9@I32;q(XA z@CCtWr03q0UFMgFC-+PAit(l4J6cC|fm|kjnW@v|gH$v--qz%CJr32M{CP6-D+ZlU ze4#!QxPyOno;Lc8-odA;T^`qKlF|G{=GaXy0!BUzJnPYziOdM*=%nL-kA+#PV}c@3Aa6A;SK@Sw@_2LFEjD%Cge5M5V32EyUkLy zTf%w`j=;TgYYMo}>(^ zomxbswp})u9?HQ`etBQ^xjg*X>v^I!Ivb^ey2Rfd&%l-otQ)H>GcZW%t*qFk3>5L4 zwO10(LiN!VCF#;c9BV%ivS&95nLN{0E#Z8$HZJN*izB0yifCY$F$u#1SZ6rJS$IIH z^P`?vHhSN58h*4c8+E+BY^@@4@Ob<((-rlL_kdOzuO*R;7Wvr^${P!CH6`c2hv5{I z>H2e-I#P&gQJiy^LdaP6`=-g@xqNhBM-97(kkQ|W?|8fp8N=^cZVb&W!0Fb((j+ws zMmk^c47yN+`7e*Dwbd5m5>FB3$fHy=o^CxjxrvIT%Kg?Fmx_>M5v?D0g@SH}L=UH4 zr(m#6!aM2>3ht?1JyM}tgsQ7TBcyeUu|#sDaaVo`eyWhpwRlX$EyX_ak=8Uc3}a}| zxKmN|R_mVaAB!<2sUc)rRWb4&eEU06Q;h#?5j!WM19C=nxmpynfdoO3sjW( z_biw=SBjSSYsTb@o>zowy4 zPTx|i<1~Esb-AwINg6II=-9UGGY#MRUVQDtqhr+&yB~#_I1w9e@^d*0pHO{P_1Lf% zb?V*{=_PDDu{}j{Xfa+@P$RcHkB&TNzS_PXI_ljhw7S2Ffmyuk=~mAf_|AXox7Qyg zew4~DN%_ITc&{f<29B1Yv%{_%W8;f@t45&hK9h+9asU0IjWaMrLN}{1f{FL0=z`7F zOcY#aby}>Sg*63hJKx!tVLEq9G*OX*TKA5blfQ6~Ip-GZXv9I2zme$K$Hq8x%DFlaq{4y$~-PQotYioWy!;-4MlrN z89Xdmuwgwt#6`W~l`k3n9MrZ7Z5|5X;z=3x-TSJz*uVXe+cyUuK1<M45t%A1|savU<a*ot?|- zusQUr^bNtcO4cPN#O>IqK0}gjId>gskh`gDTNr%On@P7EakdwqF?CfR;6OSX-nJ&2Q z*x!WR2M#2(x;Emuwf7$jW;J49ey-b2&qj>UkrWl?Hll6FR_(E+O_(&mO-#7fgheOw zH6DCu!r6vf^4l~KW#5}b)=BLFv+rqZNzFO24F@L!!sTLy!n}>Q|)uLl?)@s4E zb?AO_Yx?P9btt>~+1YTfI_#F)X*}|&2A{L-lV3|N>gVwtk|w{aF~-WoAz*Z)p5=Cx_ z8dR88;;`VRDvng;BG0GmYy~Q@Mf!-T-y%MzqfO_lcU9uha$8u~UWvUOp3w(ZRHByP z+@=0SJYS59b=|S79QO&4SnatyymsezQ0!$M^0(eF5nkk%m2Xe)(gYrI)@~QEWb&{{ z1Fc*h@ladJ=$PRb9tJG)eYzmX!$&Nu4eD1oXvEBj6OJjvEk9HS9}wAidga$+5%<|R z_k){Ydb$iHAK8Cj^{xzEK2vk{F5_Tc51x+LyU5q@%jX;Rb8z^h=a$EgZ0uK2Ak1B2 z;zoC?bw5rqP&;~w`RuwyU3|{|{2vkxn@EmFoaAZvJ9r=~#F&Qmc0Y)3`RF(|aAMEN zdO9XrRC=>~8F(l`?Lh06Qe5$O^x5tA#i(YQW59JS#tilR%)1FYZ6eA^n1>wPZBW zH?^wTy11Xs-D}HlW#R+pxYyT?WuU|IJLPeUd*9=C9sQGVeDksE?EyGesupoXHVB>UYJ3cWLXo|8|G_1W(P-vtM6tOYi;rc;No>&+obS`h zc=MH20UlV=c;AKoM zoSdY@x}$2{uOQ*RaOBIG^Nn*92XB#ql67Bi0r7;l`m2s;Fk;$-aM#>{KNmWWt}2Xy z3dzCl=(}M+h@|&a`vpQWx(0A+l0MFXTb2o?~2S~ijj z|HAXWF3}~xEz%Oty%YjWJ~J5%*+>BPzRAM}wUZZhOy3c)`a2Lgm3`G)=fO^;tjcW~`M^}l z$RCK$2i}q8hZY?3!7E>@q4OaLVnte}0@y^LNQpE#r)I$je>U45^I*gwK!0<10X(tG z`&quL5Dc`3)g%`6(guTm{_ph^Se9_hU*uyUbnRUsc&xh+B<26wjMo+b=U?Za2gPI< z{b1@cpF{y=pHYv{=3)?gXm^_JUIGI*?HsSkP@!(gPu15VR4DtH^JslQ2}rvc-cXb; zfu75|HyZa8!$80=C^r>Bn}=p#U1bRnRBpSz_oG3GR^TUR4?46pQe%xq=%8q;*+lE5 zLr|u*_3S-5oXasPI9W!62j_J~Dhg;I@LXbOA+{83HGlh#8PPy5-*flGMkaJKH@8$2 zu;A^nW66e>*-+BJHT1V)!^Td6*PsX+UR??ATk6RKV|g+?K!FMS;@^u+tY?5ob?p_C ztxS0Mp3@xX&xRS#Q$1oh4L-oz};B+-(I`RfH&2ol>d?it8$ow zXLOj*R^u$ZRFMIa%?)Y0dTG#UB`(@j&V*Oeq&LBqWnk5(TTr>116gKrWv{$AKqb## zQuW|~v3SZc>lGX@f0mmZG|L93{RHv!Ar?rek&P|yFu}TY$(4z3bQsnCF?m#g1vNkK zhI@W11HIcTc65etz_N9}VtpP5HhKmH?jUg>GCjBZ?ivmR^kjIc2$n&(4c{J1HVa~A z#r&RGGNC8>R(WI-9sZD{oq~IrkT)c#?KaH@yANH4(}86`WR3Ml1eL*IVl^?D$A;D8 z>GUB77DTyw9@v$^fDuvQ(1k7<*jPxcP&!o#Ij#i*L)KL2IbS^{ox0esQ;+{Ws9}J1 z%p>7|6Ab9QvHnHhC>@wLmRxFD?6bO&eB|dSDoE26h87m_V7ud0iY}!HN@887AJYrL zy}ZHm>trGH>b&45{Vj$J5wW}7MpW3HwA$%+V+r({85G*qmVn^HQn564F-Qs7A0H|z z0?C=FZDu42q>1Px>JbWIY%BZufw%(D+4I2oict}~N-v7MWI%=eH&$fFf1yI=o_{Tu zAC*E}>d()Dn`uy`sIVS-OW|7h=#nsJ1 zZ|-A&)BE)0fAd+Old<(;pb!gsTz=2Yt!2Z6aKW3`e^^k(*?F^MJqrp&XdC(p8KAUz zW7pkAI)qC!6JxK^!Jc1#T%bp)9bCjEEkG2 zGTskFa^UzOQ*_Yb0Po`pwfL)L(8=jGd|J+ixwKFGZP{G7O(VUI8RkKQmq^*YrRAVu z_V&?6lX5tb6}>a}6%Sehdzjk#JUE+}Et(agepF^j(F zFD>^6liAR_(jnO>p9wAzw#0Y(3{c+mThnV1Umc%f=e=)nVB}^t$4P<%UKay)K9O1c zucrU})$eQ=-k^H1X#)%NZ6z+gH)cTDcjr+`6b;<}Q}|31Ed}umA*z@<6~ySh&uezk zLF@51vY-wFK3V54thJ}Zbh4(bZVwIEfu1QJmeHWd*JI_atP)5z>xzqBoHuz7vK|ps zDB$N`QQ2l)04HCln&hr70#@+3eXO6wV4D8*>d(b_CLR69t2@0IEY<5dO7=x?=)sIn z9k&qftFYbi9vNP*8CK4@p9@0YgGOAFa=@fzRBQNn27KWNS(-`bz_CEeh~S@mFcQCg z@`NlIdg_CnGgmG88SE+A`aKVv9|rCZ@6Ca?)+R&0;EeenorZyL2I%mzA7*s^k}y?kDg?vf03 zmktREs7FJVzLj&}Qh&I+hILg@NDo}v6^(c+Z-Vz84N!O-4T>He9eyt&LH|JJ_ix#e zAlb$stKJF)XPMVF?W??iuYHzu+CU0P`<{VB`%P3=)*1?#55@lh009606qk2ASKlAU zOGp{1D3uWj71AILyAmO#Z^NjRLPZjyR8~bscF5kF&#*td?)@l~86~1ZCE5vv#_#<8 zI*g@G8|F@VG&+iW5M@Ly1GC+5hc{?8b(|o)arKlZF+ORzvp{ z6R_R-*7=<8(YXKVpI^$gXx#4Sl}UGxM&379t3Z!?m>T%yGVfj@-txNizu%CGyDUq0 z`6cPd{irBbFeeM+|8*t$XJ(~qs2ojEnJbu1WT~0=&IBS5>W|5Im308uoSNf!*PCsAN?xUUWF6r(Dm4M_Q_h zc~&kSMPJv5a>&Ek-^tqLF$H*kGEVDWT_NnZ7OyE-UW`XGKgJH`m7sW)o{XG%DH@9g z2FtpO@G$JowIruP@Nc;F(k{6W?`~XUci%6>Z??+jPk)Q>C?T{z<9G=QgZAW`d6pu0 z$CleEDe6?>+2x`PY_U+vAwUP76zsI{2*kxJM}} z9|+!AO!g@~j@Z0DgMl%frtmBKnYcHPzW%h8iB_X6f5wbhpcEY5uNz|^zW0k|@-7A# z*(+3zo?xJSjAOd~Bm>e#Z|^c184xIpYj|~+i4<0Eov}6xdC!!zpMGSas`*OMH+wez zWGFw@c*Ddxk7Q}7l}uO;>@O>kW1`POtII=(iOWG}&Zg@!VI6-tV(B*~q$Oln0ZuG9 zsT@83golmqHP^nko?+vB*KL#DK_-kQSA5EoChLgrtpl=5_!>H1+fV$gDtpzNtH8ui znMa3X2or-#H?DS{&%*hzsnn_4EaZsiMdsdN;lTR77{SdLI0Kh24`sKyGU1e9dS+h_6DuYBZ>2gDUH(O7|JlRDwp~V=#{w9z zmJzfbzr{eD?=5z~VFo5zG)_olG2k6s(yA%XM54;;BAus92wE-57dgN}!>WPVCdn-P z;j5W@Qk4m+Bk{HMeFhXX9;ZAnXJFH?DDS~429|Va#NUu1x;5OLkW6MmbB{{FtIaI9 z(&6zoOcuPkRiY{<*l^j<|5Hbhg^bn5V@AZ8m_0O`b6tXoh@fQJu!8|LTZt_NQcR>@ z`ZQkR&qUBRlQUvGEJP^Qn|{B+f_3@yv8J~y?A>tV!=Z8(jFS0vGUue3L^J(D@bl;ZTu=>ll`rXYgdKf3Xl5U;VLBQx1_liRO6se zC^Imq8a&qO$|2)b7@8gpc)p|>n%Bzz>dRH5?o+2q5P5G<<*g@WQiH?UenUgeH88eF z45}XGU~Z~V(v`kiEDvT^A74_7cL`&M1`lwsQ-P=4$bf_XBX4KE*>W&zTqK?Qf`ibY z6{&s)YjO3bEJH}K4qW~n4sX-zu;um4@xe4;V`?P7*=h=EzHX9&y8*X}vo{}b>rjeq z8ggX4_a?{kKc6~OyK8@-yX$Z|{l~4{`aqbebiSDo1>NJRXI9%%7&IK5V&zkqUtO~X zjucWaMF~wWqHyr=2-Culf@s&@>a}Mm7_DruEx$nF#HdA6&bAZ=b=$3o8ySR zG;ZF!FwgA{jl?fj9$LyYF8=&xu%U;-%KL{d?|DNZS6sRC8(F)f1|R(tp|Kv=DWe?^br(yE&PU{6?S81M>N`ndw z>uBNZ<;!VE+l{N|sL{|rnYG-=nuhYMHa8y!8axF$RR+;C&X{Iu2~jjocs}X(*-2yY zXw=uyjX`VlYJulu&L}yayw2uyBlu~%w;yoPIPvO{! z1I+VMG#-AIo-$uUqpbT*q<=8c?fjxs<9fu->>~9*O>$1|UhijHDX1<`4Bcx*Va?9Z ziSr_f9agZ{cr68i6lDX&*A!YFozn0Ur=cmhVkP@Lg@BhX8Pi{Z-llYSpO=91HdXVD z%|PRUpf{X0;B8{(Sx+$v9?9Wdo0KWcPH8k=NA9Ce>*U6Ni4?BX$Z9axQsCL)Tx<2Y z4o8Oajz${RVQWl%rRVB8#E2B_%$`$+r3WH%L`3Qkzhl#i+MWM@&+l9oQHMQoQ?HC! zby#%%w3@(DKrOsPN%>nXQm?rL?uh5$gK+rf6(>1Z`ATGKe|rr!tDkcekF5buvT0lR zP!0aZr#DZjaL^?FXXbYp2mH~WeZKT?P&#qHepey~@y@SS>j>3g+EahL)2bTBqK1uA zY^$MqG3A)c)@tZ_@fS~MSL4tb>A8&7YB(!q{C4ZA#-xDfHm+w4b{uQnRuxbU#c8KE zlUY?5GYj)q9Ir%M&ib{CJfdx{|t)T$LdGJ);5#R96o^zg~gtheq-Rr2dF}_6eS?QwG1~(Y4EFmtkXZ z^Cj(kHt8EN9b?UGyv(|FMVhY+nvYx?OjeiS-KX;LPd_5Z-jp?6eN3)Uh z)AARu6dOTo>-9#Bq+a(K3H&x?BDb=+Z-VrThON&dv%WH5Q?a5zM2m1hoz*k(3?{OK z&NZrRBlURLe1TsF3!4p^1J%^o_{@Fy*vy;_tLsI23m!3{_t5wV_ag%r{But^a~PPq z${R3riS!W#ozvO53`ppE-8GwJKx)*L?pn)4SJ3=4-UufC35zXiI7&F6{L1=t0XEX# z&q@tcVc}z3{;O8P5xVWB=j^%}aEvgz^c4(bv(KM87EX9zP)bi(l!?Fp6wMernON3q z(q%QlgsOIrbhRi80l^}%p*bwbr^z%*onT>9u`V?ADd7jF^*Lj~4ETx6+LV^Vz{`aT z0uJ;uAeiNT@#PvOCT8^0T4*ND4lJH`?;^1ycW=FKHw*n%nazUR*{J-M=iKp_iP0yq zIc`KZsRg_h*$0?#iTxno=|nid(y`Q7^yIle9gv*lCnz?(Y;-lT~H#irOBu z{vI0z>P9bCK4n36C(kqHGZv1oQw)))W8o^lbN+&DY@{t+`^5b(8-em4@`rNEa3xjv zsQKA)6o}ggUS3Q3aCzP)p?T$yQ_PoCyIh9c(a0-v$lAo)S!#K#3?HvNZ+n?thD&L^ zwPW_>u*)@64tZS;i}w5nF=UmF+TIkS0I0BtKYw|a@2I~ z>#mipfcD*HgY}x^_n>&q?3WcN{n^k|6<>(~#;OtT$x1w4<>kTNUIliD?WEdd6<8;C z8W@&TL8pm&wXu(I!4JOH)PhQc3~2-?j#XltPs(9W%_{hWippFrs=}cz-kK!yY7B2( zbk@448Xq4BnJkj6L4@Iql51}b)XOx{bG;g(-t7--WUJxP#+~qfP>oW)2F_GrHO5Al z>~4Qi4L%Ef$%l3|coBSR+2rRMSO_n%P|4)rkVmJ(iKDf!?3g&bJ%j^Y%GjmxX$=N$ z<%gwxtikNJ;k$1y;~@KO3bwj)ux9@XuEk#t+CEA4rX|(l_Irgxj}FwK`(a?^y`nm_ zUrtHC`?ePSbn5Ii$7(VEU(?;)$7>N`nzcjvL@kz-X)g;UYj=lJUg6(b1XOS5b~EZ= zZLyfwaz4=Coj$d@2C#Ig2;j*CH2OqFP3HpL`J;Ot@&l*N@k|wx)iqtWi@gaj9{IWB zeFhLEc|>y4N($K@PUP)8MIqL|UGC6L!Vzyr|Ayb9kTm~=X5JhMM^r!Z^W6s?Ej}=Z zlq1CLoqTh;9FSX8c++nN_>lYGNplSf#W|ara-AtmJ!RQGzfWQ7=OieTKKrFD`-t~; z(tl$a0oR*=oX-7Ebq4{a4Rb+UD_}2Q^xB5>(Uu`bMw1DJh>zb-4<%5*E^7SN2uw$@w(?oY9y0!=i9aHcHHh@K(B|NMvLx1wqyk z7Ah!64e*#h>7_8jBR9n6r?Hl~+#qrA;daM=kO5dxL>I2AO^ww3I6bE4tN&+>Y^ zl*XqI+C8>&XgoF$7W+W>s&u1<*h=C@WxrR&T*52n2GM4%Ml>X*p6gunps~MId*DYp zjYA(8R{yor_`Bsx%D5Sgj^-+}|8rTQ*hhCgQ5sjQzcVXl2={&dZzM&D#&GQE(@W2h z|4nzz=oit5i&!W&FhzqtE6JnWL8JA0t7VuajYVUMi#=D<7|?Um>0d#<_gn6)#azO7 zDoa9M9whH$zw?z7KgvRD1tf}T{QkM)`2)gve}~+2Tll%~dwsP2%~i5L@zPCA1sWp% z?iH{XlJ}FmlYEPbopx(M<+U`@B=UC(A12TLLi}`3(NNneW!jcNV}1Hfv$FRzMvi>h zRj``|zwkG)Y@&zOs^v_9_Y^i->*Ze{{P%6+ZN-vN5|4{!ihBfUxTwF2=se@)l)-Z*S-fHk~xIyRAgtIA5mC$%}Xy~ zHo1rVz;7OeGbv_6;u>!nZP8Wf*(}1jA6NcSv!LNW?O@CIhr){hd$avNNW5H?Ihgp0 zf|>HvzxD|VlU4JSn+e};R3FjGBYO4^)nEUfL!&-6rgq*38X9ATMgoLqHSYzvCKElg zZ|+&HNc8C0-7ajVLC!6#pn7u)jj{fqwRUziCaZVsWH89@$&8rzCK|>kR^2)$&PB9k za^QIrE*^wzRB9|IcDN}YC2Yy}{)YWIb&}|LTYq5*(N$XPP4mD7;*YVIawzd5W2n&e z=_n0{;>k=ASuUOZr4N!G*V9lk+(LG&sX! zPGfxKezl)O7ioW$(M&dpql>&rRkOKR=eBCigXc7syv#r0MEp=Yq|N$C&f~@J)~l~c z{BCVBic=+dF)`LrOYEHR5o1+eqmi!8Zfzr+?@@LvSZatyw|CI*$Q~MwzI`Ib@|s;o8T!sEMFQ2bpkHYZpb1P^nu zM=RsqDtj*eaaMc(UdV;?H1Ao%#av{tH%{@6)42Xbc$V@kE=KfZ>|OOqob3D5_0E}# ziddoV<5^tTY5jLprjv`4gSXnXY`7?{Q%TnyBRcqNRDbBCvGV$n!0k`T{WhLoKw*gBD(kxM)(6c>)seXRQ)^g-PD| znT9FcilX5wnj)B8M)WqS8j&LNrOVlCms+-Qu_WV@7W+0A9NB%W=fscUuWDff{iHt0 z&uzPxNMqK5vva>hl6ZMOr+X`jld#jO%TAE{vD~LLp+M@Nrs2`?udBHTmbZ@4bl}3I zICITyM=n12N3_i&`_1mBZ#YBZb--YyZ=F4P)_t~bfg`EQ5^Wcblm2jN8SkoCQcu5n zXUh3~BlTBXSK)#bImgvqdtx?o(IRX-I`N9kooA*e9*}y*@hkHE&PVc8GLg@p)K#It zA7#SxXhd2a>2F>~^po4$?QxXGu}yEZCnIQB#d{g-1`T=hk8Q}O5xn@oLa7%N;*D=f znT3+MwyDs_lGL*h(fSG>2AN+s+s!#o=F_4VJHq#pIN$KZE9{>Yjio`>8|{Ng-+8Zl zvWm?4TYH|d`-q*xa%avUVCZJljWS;JM`OjKUmcrgQ_42%` zq)tB&j%KY@5g&Zj|L0X;DUaP4dGXsXsN4F@Gxjv8o3A zAB9_Z!fMcz$g5he!9lGvA3;?PT5{Ag-Y61Y%V`)AwItu!rt8a^RR{a+S$QfOIM6!u zcF=r74IVr0(_~54;EuW+OEjh$mkI^$Z#h?usWgEPuA|jBIIq3aRI>(o&-l|TQ)&?D zWAw02hJ&itfpvw#HHa~kk^D1Qg}VVev-TaUg2cP@zP*A~Xz#YYGHbLF^7DD}my@}g z8kfi|d0L5}E60vLURMR93q^O@6RIHl(<%2yOC^K~59=lSRzPI4xi&pj4y8@9mn!%x zaHxrY6?d>4Ke;W;hA-u)bTo7v-dzE?KK0a-DHT|7En8K`y8@}OGfb*4hqiK(;qVw6 z-pibG?AqAi+;WR|y30nV>xI5jGM_$3il~vyWn-LgS(4wyhB}!&=a$Tr zVL~F4-$|B@mRsU?Kdm8i*!ZY^`YaX>Z5=T54rD^zV=|-6fQcTao-VVDiS!Zk$yq;` zh;{JsP_knoE^~F}(=RMU=p2dB%4ea^{$kj%PzHLd@12i1RElBgX5Z&FrEo}ax2sew z#md;XvrcU;#ngdWp{>28c$}y8(KOUC|-a(jy5GZQl06;XmS7n@rj zpD)Grq-N6x3&`BPvF7mM76ue1uFp8}m!SX4T<*I50?cpdm+ikGjbU5do{Udb0GO0oOYwU96TrMR@!@Ey054JpNg)iezPxv$FD}QF7IN@-@T<}?y^#>8l7>Rf4dad zZq%xrBmRj9%!_)ptq@{jl{dqF=Ho%k&B&wS`S@%6Ab*8zKI{}8vRW4uU^3}?iK|K> zs)jcCWQZ5xV@{m;y^LZ!xHMOs{!@b16^k>wuNI=>!-*q`4mq&f7N&o=AR9NP7VbV@ znT3()BQ_Rqvhe27^syoTY-D+vWV;LH;@c|a4@0%Ns61{kWfGH*tTJ2A5%YX(Hl9#A zr=Nv3(ZOWZ+B7_Q5GoM;CJnRdjcuB~reg09^`J2+4JO)2(=~1x5aG_5^FARHD`gG| zRdi-T^~}K^$tfA|-szt3_kJ>tXwDaIdzpaKF4htG597hgzP{y;YdnIHzdP1G0nZ&| z-`~JL3 zI7gQU+eG2}OsBfg$!PTT7|d%hjl*5P+wVhnC187jeBgfhWXzLTaWR&igro=VXZT~I zp}uZKwS9Rw3=AAiDJmRM1;<^MHiyGEF-AzuEE20uJj?!S5{;|BjEC!M?;%A-<92v? zJRWZS_t5!X5*&U{yq{Bt@SaE*jPz|7GL6Dqop&ei?utbtM@Be{6NmPrqo)MZ5+S2zC35$C3@-JD z#`#4MJCiNK44u1>Q+pfp_joXP*o%ASc?DtGW-foHUlbDzA^xKCIYF|YI-*NUN#|Paf z6qj!34S>esg<>Y(1L1a|`I*qT7fL%z*6^-9jDbC8Z@Ihg12ym0?GOLy>iBG@&5u0M z(pjlJk`eQIKYC8hu38m(8ZOSw^{XT<;k*|e&p2=y=Cgk|cg5U*XlH(rPVQyQirZnO z@p-jQW&6V|>VdX8)F7Y3*Uh#%o*EOJB||54QrD#j->TKsG53r5eop=pd~`To=S9{>OV|Njh^c{r3^7{*oVtLznN zL$Xzth_rDdTTw|`B(h~mwvZME!&rtHgRu?9T6Sinh14t3LWEW-RFW+eMJm4e>$$G? zJrDrLG=?=Y9KDj=Gy^gwtbKX88=gb+=Ro@JW(BD^=$^55C zOxT>+B077N*eP!RR=dTE&}<#MO1l|Iu+G<5e&P!wW*68>>Pu0G6&6o)<+oFaocaY* zdv)E2(1y?7zi8+YdMS2WCf?{GRNiAwJ@F9qG*>O!e{vUQmNiPNy+2FLaGK;r4)_tF z{>Re?QZ5tzhaJ^VPlpkjd!Y)nzs3QT=h27^Ez>toiG)nZPWD0rGWgn-+!-3U3WHKk zmx5;i!X#I>B<_#G!sVsD+GTV=M{rGUaXbua1fIV>%D|`&)1=6g4r}j~T;ml~6sY~$ zs9Hw>`C!h%Gi(y6ohUH zu1$@_HtMeIB&QfGU)W{E`A&w#al>uBYFBY5cBPDS-UZ04clPWRv4^DltK-$3LFltI z%++p<1jqHY)z_|Q%#f5>SNV-{tW)w;lpw8dV6ik@gNNY>&DY&<>PQ* znTfn#a}-?Sde5u+hog>v>5!r^34dkWn;&2CMW!e#={h?Qx*fqYXY?ot{kZH;!5tb1 z1Iwa)&G8t`O7BZ`X5d=~eFH5g9`xT%{Lc}K>X^NyHvN%U*PfGo)H@XHTsmD#;UY*) zIktR%0}$bMiT_(wH2fdlvuz7MJdts>NKzssroffJfYUo(P z(dZDhrb0)4vv~PG3gp5Mo+_UVLVbPL%GKppuvEmox>hn4QzJFft|keHIpgs$_i+LS ze@k^PGfjl#5eB;b>siQk`N3DEw}?0mf;9TqG0l6pSHU`vxtq(DFf zZuWRO3`&J!pd)VIKt>=wRsZ^|z=*+tmo_rxLJ0^JwG8-2OTeXIBUW&D0t`D&{g>** zz$(^|1k*ka!8^)5B<7>A@w!BeR#+IkZno~Yzxxt0Z*JKjuq+Pu|70g-9!x}m)ppk6*@cVZvX2-o4W>3AZLgZChBK6~w@jx|6 zwB>pNIz!6bB$vlSR3L_Y@-Yo*|5?yUWr-+C?7cwZX2bs(Uy<#m>kvE^nKCL=iuXz% zemNbhgv|WY32~zeD4BTQ6S-K7C4Tazl&}o+h2~cbu|m+^7jov|g_DG#^XS;|g?@zQ zG~#ysjU*VK`s|PKB@%p`u>tnxNa9ZSwjsBjp&+do+%K{r6Wc@5EobEN5z(L&XC zWRU$9(W(MdvD9+Wj>5H>SoPue^vx_5Hn&O(NGwUk#r2m9q(f5hTsMUn&dEc)!4GzW zVK_=|8-3LfzKj!#9{8TLU}ADisn6>V8?ap=<8eO&b6@G-Ut}f0#qs%?<%9WHzfG;~ zpi&ZiguHKX%T8hVeg5guLllfQ2AJ>HV1T||Al0Hf9=0vNHztJB5Q2xAo@5$oFMKYv z2%>>&I6oq7OvS?ZD*8@l0-glytCU~M#P$yTN-CF^2g5B&ReR{TvW24g`6(4&hOLCm zdqSX>vte7kgcAi8yI3vx@(wJHhvDNckUQ)~F!z&I9?J6}I95B-KF3`oPOCG!cAX0%SPR7%XL}~$n@lwHH~Dx*M-W~_ya-=Bm1uLzol9wrCrX<{^G=sCh?0SadJ!=c zg5Jfizp0f<3_QNYjP9fn3k--FvIm3EI&f=b$T^8vEPMUvZm}eyqH|X7PJSHGbYw6{ zON&7~&42L1kzKYMxFqR6^874v z#B5l$$3TRB=4&6-BjfsCi2$FfNVFfL71D?Pxd$ zh4W#a^S z#rs<@U2{ zSoOwxM>}6CLj7*O5U0i?daJM)x0ZnmmqcYV_R!GzcY8SBI2G#8U#O6}!r>fpAj`Uw zgl83QeBK(ND6n0k;Vn#oPIa!uKmTCxkrD(RhwBhJGu_#fqXEcF-ek^y#22I%7ikl1 zUVb!t$5NMg;ic6Nfu{5`Xq?$mpV<%q9o^`!Yo61vf5C+I*#I`Cu5OfhB%hDcD^k;T z;|ZuF8xaQ&grKf-y7GLjGs-UeH?hpziO?Fkw@39HiI-vPP z%{Sw8x$yqKT4a5>Iu_4pieau2Q8*v{dP_t`1Tx7saVC}#`1{~cSleqJe;Nzs+51Oe zuX&pE%G1$ME_A6Xc8hWEXZyU9Kj+}<5Bqy3l+ zp&RGijd;8sk+Lh4F%p4^)V{*|6;Uv>Dl^a^N5a|LX(%a&3M-q-mAaX6DB#<#_JMMGuuZGcK82(U|5sM}12 z>Fzv+p9~57situ!e}sa6{9Bsr=~x)pEYVF)WFVqn*+u?IESw)r+6)Qu{JhO?J<8*T@G9L8=>N{D5qAjQ2LsKLi z8|;ftQlC)qF5!k0|7IGN)P1nZu8K!bw4zW-3Ijn;#pnOyab?}t(y^w<1O)vY89jU> z0VgK+)5GhTh*Ouj5*?I`0h?pRQ9Dww;^L0z7V8uoP_Z3*I*^RGrjkQ{dzdJAE=HyB z_^q}2e6GJ)I+Blie3q_cK{#3B_vNSzTs~sM^6<?^Pcy zs9@ni!-?-!TiCEUd8Wwja5l`{*kyZlb5OV<{^u#39C#+mS5BE^qqx>lKZe7`JyFJ+ z{55Q3E5v0B4QJvsyLnOEk!-x)QX8q8kb{}h?07BX9LT+hPC8(hjl&rVs|261u{H1d zEOS{F%GZ!yPF~4`@#@BRoH`bkXt)0MRAV7RSIp9#l?fMd`r6RFSvV$$`88#kn6b>f zyY5CNs?2xns2yjatwN(f=V3b3w~dVirKRDucdq<@o~h6v`5ry9Bn_m?Wi|_dc2}yqfI70Ed26Z?k*d)g3JBO{@Phebc0t_@@3+or1bUUr!%xoWHb?{x-VRe$%iRLn-TnBn|hD{||;Mxia$lK-OjCaMU5dIu+)oRCRwK?$6nBOt| zI0vI|MNNNP=bh`^o0s>AEZAGF5t$6jgpOCt+S^Gi{89PxtKoM#)a*^p+b&OojeOJ5 z+?F(ij^FP1X30jse+Q*rdod zt(D8d(J!UB<6kpyqZVcCp)7RP9uO_NlZz{o%lCAQF4ioA*hV>X4Bk@Oz{8bOMsL$P10~`el2>#Oh6Zvr+qP z4`pyD7wlC5%bS&Q5$oD9r|ru-XSg(bGmop!tl4`1YC{U_efqQ?+N8iM+o1amDIId1 z^%9%LczIct5_XN52Ho)sE}r{X==@~Hjy#bD@|*pcFCx-lV7~fFly5p}SKcqrHBAHS zrnK(Im#Lt>08~J$znaSOmQwmG1?l!X;(GYgImrb1x@-vcH2WLRDk(>*JY0t3p_ zZRMC`R6R)kF7rJJ@;1+xK9y%eNo9aRdXbDk*GRpj=Sk=})=3uXNrIs}bI+oOOpJ!h z@?H3n0Aa86>hi@&Xt>iQ(@*BT)1o|5b){0lj``}aEH)K)mbB63crrsoQ% z^#0tBCSf=dcXYtqG89!;jSarHlF{?=D?@xZ5?|lg*KFl+&U?ks6M_`vy)!pfVv}Hey=!3Q`7qeiAD@+bNkftNtqPg@ zG+Y|n`-$rri*3vmhEbsjC}yY0$22pMGQH#5ddqYyetl3eopW zOauRluRA{S`eTf>EJS}Z6O0e^*Dcd=;Ed$T=0runf^6R{FcpS@kQ*Nvc2Own^)Afj zqe5#LOGIBK1{1<_!p9opAX@AoT#}f8QByX57(E5f$@4~j=hM*-fe~dSgVPpw>Cay( z+SjYEiufB1$uZ1%cE(^(g}PC;oHq~oIW%>rcoZq`w11YG0MWdcPTW635T}B{>rBw47fbGbx2}= zJOm;y&#RoL;rHxk)tOzfnAX>rcWQ{iP+QPkyk#ufXC8aDCo}NGzNRtrMLe!2I8P~+ z#G}uCPkVhwJQ9430YuS?vJMH7)RWzy=?-hp!Ned6zPBM^XUuw`R%tW&E z)46f&WcZGMn5}3{#$}NWBU7_!D8HI&(wxP@P1ktMpJpt4;CIN$wWi?=5Wb9amah6W6YNojpn$0LYe2OAU~bHJ$Ew>!%}7UKD?kq{m8D=K;I*Jh)H1Ej}A5FXkOq zRA=F&n39~5R0iDK+R8ihSP)Sjx2jvg(+9OM#aNGYTz^!j?XAy(^TF1B=@Xf-<8)0q zcC*1yQTsZ)7ync$+mWq^`c-2vt6x0c3mw9$4qhj8hRXt4oBoRT2XP4kHI;yDHh?HA{{k6UJe@l@@98tEZhx9&&+PdVDXTV zdm&Fxk2MI+|NJikldf8}lVV|L?_u{g6$PVzVX|MthRbNav3qw@b1<%lmtTAFgbd5^ z<_qg=B9NMPcUg-91s|7Oz0>ub0`v0DnLcF-g6~>9d+W@57yMp5`>maf9}16cHU5O* z{F4a7>Ygx6uZld^nm~cEFQKDyE*dc&?-!hLr1E&J@^9%f8ua+?CQz2ppmu1|r^{u z1?%9Du>QpI6mVx6Ma+M5~JJkKn>LdrtTL7llb*RoM>Dnm;Q%z{cF;HurZcxn<*!Af~4A`f|AZ&x37 z%7-^o;-0Qv0oK>*O+4e-`J@L#zNY}&B0YQe&E=#1&n|lV)&ht|o`_y5 zU4Vs@h9$4Q6~N?kOa6g-*I?jYA>$K&9lu8Q^Vg^p;*OS^*T*!T{kbQGpJz2953Jbj zR0!sGr#)>S3K4hp%d2;lh45*7^kHCsA*OcbDHQH4!XXFfHf}41|A_JkxW$lt;Brz{ zy#&9E@|m^)C6MxtlN2>5!NbRS+&1-6cpWgZa4afCd#vDsW6Gt7yK`YwwYUUJ?XI^5 znUvz(UaLC=No7ckUC=5zQU;kx(VCtG<#167<6GEWhWE}}1J>Rs!}(O!Q~tIx3{JLu zy{T3XW4|xmP9Mq<`T2J13fT(uT#?%|u33r3wZFZpRXKQd{B>a(jf1xPPEoqm9CT<+ z^4-ej;QZM+hKV-@}$HhyB zO0neiT-2n654lWmFsk(+LZg*~xU&mWZ{Ovhb1}nzXCDXA@y4NhGC1&`?CvRj!$DC% zz1*EeRcN17E^qX$g4@rNrTOo;c=(D+dd*jbp9*6&y!ki;9h&3V!AwUUyI}Y=jJPM+M`jAX;=ZN zf7RX{juo&I`OnEMuoBj1y-h3pxUi1dSNEiY7jN@ny0pa&{42UuQY?7`Nw}@QWQq%+ ztA%ORYpbwWI`FgppDG-i|CI7#xC+6$M@`cnS7GvS_7%;&T!ehf-hS7egYwj_rCTI9 zFn)FViy);Ec`fCIK|d;>VSe~Po^K_(y82(fEa5=yUCOy2d0u?MKRO!8Tx=?*xL+ex zVV%+YNdHwg@a=w;bsK|=Zz}(0tsJ@d5^YZDh~nbMK#1m(Augn^aymkUt6-A9`HVy= z7oT@sy=zgz#ezeRz8?9)#T3J|(m{y}se-!Ro4k68T~hvV%aViP=`q(oYq{uuv}3{j zi(Iq_Z(WcU!iB?wJ$Gd-xaeMVe1>103)1X4V|^|M4XHoaO12zqOIrQIYlMTlL;GvZ z7xU_p(|&0wlY?t&3Xe6faM0wUrIn<@L6E0_*&XFdc)h;JeCJjUy#_0>BZtay?kH`v zVoL=CWui1>vnycPKbanPoR^o2YyVnym*dGx=FOF-c-C~y%6~`8(4bQ8k@Bw;5+Rb` zmYgZa-!+4l%3>8@C|ByP9w>)>sPd!0l@-`+KcVsFZaJK1^S?e5Cy1x>ioQ|6Q^{a%VcJq|K}{gkfRLgFA{O=FkbUJj%lZ#(AZS&1dH zG;>B>1)4YiQMRz+;NG$i4tJLF>L0`JId9Izp?74_sDoVeecV&*r_IIP2Cv}uZZ#-SZqmq?uEp44Pw!6CT8#X# zKOKIo7R|f9yYULvV!PM0yHiaKNY6}?6Rm47uzLH_hmX}5-!bG#xlj$Rj<~T`xm7r? z^Rjn^Vl~W37e1aBtU=9d=6aD6HP~^@jW1QS1}b~bZ1V1_MkLR!s14L=TyIzZ&vk1x zoP)p0rtX*tGM+)Sx7yt{)g`f3%%Q!&L_Vy zkv?M9bN@aATEv5az6m;v|B7A}NTVZMz2bUe5ffyI#b={^EKF()E?NC$p`Kr0+wRkB z7&;Ay>d;xxR{FYAW`T(tw;MvjI~h3IyKS&wh7R{A|Fvz8Xo%l`BK~p_4X;hR`6iDu zP^M`jGGooe#E*T?yyKZDuvQ!tN@QY6&x+^D2m@aN2J7RL85pOK7goj4!3?c-TR%X9 z*oSrn|0OCO%(;l)jH9FRg8bAG4F;@#-lsGi7_)zICW3}e&r^aT{Z!m>_qXBwOTlU18F^7_ z3bedOhkI%&5$WqDG*(}MAGESSYtagvtd~17G+BvoGlsirE(K3aCVxm3P!JI%yg2Dc z!Lw^g=Cd=E2wKD4l2uxX48GGhX3HuNUnFq2XP%6kT?ZHVEy!@%T4mnAD97>wZhC2C z1!S@o4=O*aMA4UBE4cnvLgK<~QQ}DoGMIwYD^?WTw=!1x#!bPzeUpNebtQ6nxAP>i zEAT!_rbvjd0@D9d$|7vZ_@t6U*zK%@;Fw2aC!GSdb2-Z_=u{{i8*1?8yq8FdzgzVJ z6<3_*Kkw_-XxS@G{S~whQ)WAZEP%&?U#pa zWMRB-``)nFDx~Rc_%M5uqXRj&y0hL?W7aWj**%#WSZ2iOI&H3j!l(PEGWcqsktc26 zLvZv)xjcl2QVq$|MOX6FtHJ%PYhpmM8XuJhOUJvap}#wB+V^1%ybCugc%H9CiNloM z=($=5ZOOefz_H^K(oR`>YBAUTx>att1{;_nV%E$WbcKWs`Ec}2W}EoNXLHr4I=K5> zxkU~B!FX8widqy)9J#`Ku@;5~b@XD6b#cGasTo;|SjD%}f1PVFA0tRUxTO|O+y6$I z*VcfSq&MZl(bw~P1$l>e)S&H2gZ?4>3xTY2|^4X0?l55cTSU^c#vIaiuL=%|1Yw-E=)^m3zYv6do zQ#stf78>_1UiuSIi?2WgZcoll2m+ID6vN3VZt6eda1@e34&izlBkg0ap75Kw|rEKZ?HK#fF zdZn@sIkJ$e2$J!S8o|F<>pkeQ;q4lRX(cp6XuxO$o74lvBde1jgaQ03Wq z=K7}5?jr?B3bKox8z>kIHLN%zU5UTx0(G8?WW2ZO(e1FVz`TWa#o(Sw$gXf}yZEjW zGc`APmp`mT^Ae97J-8CanQ5{+1}m`nYdNp6Pz5q~c~WthjI$aZo7O9oBTL0H$Jf3L zPqs94i0>;(5h?piY1I_>&I{m585mB;O{SdK_Wj&-*H8Nc41UEbeTh7SA0&`ISo zi12fN{vtub1OI^RQ&9dX1-Yd>N>_~PwG4LuR~k$!Ib{09BBH^ zN0K$NFx$%tja$sXy(wK$x>yFT-&;L1>XLyniQcsH23gqEk>jx8Qx>)y2&nG)nuY%! zE&sc=EDMG0XDWPMGm)ZvOl#s&2IMAU;&i6dVEnOvHvU}-w7Jv*Mb;x zeV?TG>t{e&|I+q>{0uNfzpVdNk^%Lz&0g~Y84y=i)>!YG3dOsTX|k(QpqJa6HM}|r z$^B)=)n8q~iJ8~geNnND0>uj5`wFcwu({)J^nOnSguWFt)+bzq_2GIOsr%6g4rvQ> zEsBNqa+!S@t78#ha$culQ!MQL{I{FgMniayg}w8hNJJZd@XsC(L|&-=+}(T+JXq5b z@r&dH|2_9AM%(>y=bPkO?)Bl&v+1@9RSUVkGkA@qY3q2?>z5mMiW&1 z!a75d5JI(6G2P*>53z=mMpvd6(Nqz-zi+DtQM#J%b6TqpLHAMI9hewM{9IE1n$8tU zjOez?oa>AvoGz2cx1Nb5eh;P|*&`fA9BXPkvX;xAu-uZmI6Ll1WZww46b^PLhIbwb z3wCfP=xTK-YTQ1AjG%XE%eFwmwoP@@qbH%nr0RYzvRfoU|K2MTT^B{9sDJ$)^EZIt zx!7$OwA+)2t`AFnzS)z=8@QylN6?dKtJ#v5eB7I`xVK!)rze0ARX!H$=NC#e8tQ*J zE*eP;9s0*u#WsrAV>9`le<_HNKhvGC@}(CsV0fzXj<*M)`Si_Tn5_qqvu$RRHpz=% zR?9v#GVv!CY)VWGzXcOb@;Y;y(jy4#YVXt1cHu<*Pg>7|IbUL~+%@r4n^a&kzg z&XI5#Zpyt;;z;=TuK#G1?@o;Uc=Vk5*q1mkFgL8^8AQwJRQGE)hL*F$&$mF+><8b;jdh2*JH{=pu5SvUp zz3o#yh;NU(HZ+BM5T8#n+h6SUBZ|H}^G&J_B;?pc{$eIW4gb+E=HvFs)5q+9& zb?Rgw@p}89ut9k+F?!>{hRKcL1amsjI`h3B(Jz$n$Me@YqD%6Vg~Pw5#F$8q*}u7_ zg!PD=m6(_{QTBLZLb=?INXS>H{9NHe+$@~bSX1OpbhUZ5kbVRZBhCjR*JXziwGR{Z z_0Mx~ozyrYx9k+b%iU*uaM+lbq{*bM+jx+e)Zgj0SKFAVAE{UWw$Ya0TUZmLn&?DW zH~M;dzwjb@Sntf0(gTQ3J@Hvxwqe9VR*zP}j1SRKto2~v-?K!#R(9<)uMN>#JDDm%}Lr;HsUn0uP%zwNW3nJ<-@@t%31q?4b|U1QMR#nv>_B|U zeH8w^-H9lly}EEg*oCOS#jhI0<4v^k)@s#P1Q079B~yoe!-(uP-kWA8E)pFxkB$`z z_!55&pI>K8ohPU#-ZS(_CkeTgwd{wnCyB~H>0EWElSK70@gt1+)5J=b!iN!m90~RN zE?digxf81E^bY-!^CvDu=?I=n@gbaqPF63qSQ5Gxy?>e=HW7I~_en+VhDbSeDXv@5 z9IDUy^p?LhMAMZQ_Se2i64qKPTRh*H5p%DNZm?S|iM+xe_CKhniQYdBLt)pB!!w3( zZ4mcB`@1b`^?3YnwwP@5d%_ngpPdTkANs=Ku1s`6sV@}y8h$@i^MuT2QLYvC4rmed zH?Uac011-j;KY0ocsoaQ3cRE6Ingoubx;hJU0kts-?Pg&MpoW@Jv$bPcg~-`Bp(ek zIR`sg>1ZqsKmT)ePdF|ej;WDI=y=|i$v ziD(O2{o80b1zK+xE~>0ch3?Gus*(+<_|hRHZXuP5PcPKY2(3*<<5**M)Zrvle^LtB zERqOTq|x)5gYnRleY$e)%2f~sOGKEvAtF9HDtc|J)ub?!*0H1W9#i?c$9S2jcaCLdqn8ltF$a^%=R~% z%*@92*hV7ebvDj7cos!J$${J4?Ypr_**N&yI=v`A3!T&T4+QC%2tSq;qqiaxwu{HT zeIzn)XnA3geONYXj;MGX)6K=6=91k+L>_n^r*=Pc&4+W+Q~5FHd^Gs{m)RARhl9QE z1T-{rk=*j-p%=%#=c;p_Gq{d3#mp^SzjIK^)HrMNI1jJGc`Z-;F2J3wmzoY47hs}$t%zcpctXhFV3+kb(?f11vuX`Nf(t|@?mWuW6BE5!%&K!jB!~3xcS^G zO5}>c9kFeYQF{ZyLXrJ(q!PqkO$eSeDFNlNXvbTF5|pkGj(twLf%yr4sf~wyM@q4;0DbScJx{;`?`^W{Hz(TmV63k-L5sINKp{kotScUrV<-G z&W*j`>?eIe%cxrNmH3sIEV6t@1sXCQ^40fO!1O`zvnz5GtlY51yr`1`6=lj;n+z4M z;%Vf56Dl;gd-m??q2TAegjdbs6!33LEHGA};LPYkR_(J&R7Hp>2w7F)ny&SLW(5Uz zg5=d2I;mK$K&Q(Da`rA^@1d`cX*k+tvD~SMh8>xnE^1OVoNVKs4_SzaH3qLA6 z)%xmmr8s`wO3cM6DoAolEslri$aH#hbkkQlIy@>$r4BQYoY8-w-kX6t2V*otzR@9m zu59N0e+_D$7t9cAE>C0&U-l!5(E zxmUIQW}tW9!4+JbJ=ws7_t(4Q4A{In>h@nB9fz8ok33YQBV)aUk!UmxV;=bpV=t(< z@TbAtZzmmm#7VA0)(o`h9N3_Dg#ki5a!7!mi6ZBv(u5iY#Fh@7Q#iwb>A&pZv^qN6 zM0yTzYtV7w?zN4#>uI>(o|ik>K;!5YvFXn^9kCfA-6OXd=vn>c7F~o1_w;ZjvNjWs z-py}rTf;MRwidp z^-{8wWTEwBYTGd>7B2iuA|L+2gnju`fvo`(0wIEbx*szj^mSU}XaEEH?k`_tKB2?x zi#n}Gh6#&dnf^ChScq$OO(pfQ5PKwdy{Qr#-EJ}ityC5?);}ha6uB_@xXjIy8`Sb5RJo{hXzvi4vy8{YNT z8{9P6P~EZMM_gs0;6PSo;Tt9-!;WlQRA*v)Sw!iprWqjf6!Z(kQD-`3vX zOR}7Ng@XiZf|=+Q>$$xDKL%93s)Z(U>O-Xnw!Pu5!b0|n&_tCgD2jEr?6<9gx|m{r z3SSjA-GqVsII>x|K=47YeYOG zWK!7p#r`c7y1EKi7zNZikt&Ext!wB{V`GDHOufJa3!*vF+O1kFxPGSI;7w)X+x+%X zE)I@PJH8)Cy}-m$(c2XJb!=p7?RZW+WFzss()r)5YzSYPi})>7g+%F?sdisBLIb8! zO{Q6pHHZr0*JnXo{dv=o0wzS9u2l$5GmxWa<9*YR6W7>cggmD%{8SGq2APfH3z_NT z6>M0lLGelDLRo2Udk!QWddw8QdSkz zsIlR{tWt)s^~BR0P5A>E?f;NVe3t7^WTiT#HPJzi~Q;^5iL zTMea5jH(*H(U@o9wGRE(h&daB-LBI&Xl!JB=YFBU;nTvXbJ_mCET}&qr){)kp(&aB zp38G4RK$|&o&GYg^bZZ&7#tnxGr7WdnuTLQf!R;gIQ+R`VWD-F4U>y%4*ncI=}2yf zHd)C=p_u{y9uAKN+dq;5I6P8Fs}b^D$wY>PMRb`U0|#Oc?bB*xg3&NI;d+;a#TUi> z!kl_s2$^n5{`&XHk5My9!$-O0krVD=NiUrf0DYVdi( z;g2Qt`bd5m13cC>ZpCCec5ZwyE>uZJ*`IZmFU^@4x})XQu*5{jqhE>ZcCfISUXfHg z$V9vNn}ym_Ox!WDzIIK8i6gdRBwbYowtu4!@+8s`F|f~6n4_Z$RWIA{{OBR1L zFi`9u;%at>0mu5&()0Hih_K74V0~gB%V}%$>kSO>Mjl?~=ud}DR6$ObDGjHF9R68L zrJ}TC*lPX?1@Y_lPDpa}f5zpnAeoB}tLaN+Z#aFR;rj=ju*-C4<^(^!tV)OB+pJYe zNi-BTdAu?jr-B)^KJC3I6{qsQp5^nTKz-Mz=r=``nC>{=$HnQ_CYu{7O`51^KXbuI zSC@w4Vx|4tJZV^NgHuJ{sJQMDlbdTqMQvyNcM~!NL1ni}rUojJ6D{+?L7)<&hkHJG zrB;B;Ygu;Yt4g>ZF0NafKtXly#IM*S3MQAuFlUoF{rwO-UsRNW6J`!+U7nSAf6FKE zYkLKXUEd0u`o^sA4`0fjV>9%Tmt%HN6S$lxh^7(UWSUygGsE;a@-c@ zXVn#w!RuIQ>OW0Jv~{D88*4ocXM@(vQgI%w@w* zx>kpiFgX8_%WDT`PQ2hrt|=w7L z>i@VXR0h>qiT858Bpi!$zk1uI6!bPbTdGP4)C-<^DgRRf@8+*{T>7Q>n4&kZcO40t ziObl&KS~j>!bx}+r4%Wvrf&1tm10dyW@C7C30`JKyN^+e;j%63Z&QCEcBLxtr?K;K zu--Ve?Oh>+>&ow(h$=>;?`5`OQZaUk4vYC_7vqe^e z@uIOdIDOzcLVG*E?thR2-Q&7G*zoW%Z&`CIk#a1V?oQrkCp9bBoq^|PinBs zbv6zkKdV?OKfH{K>R<1tX2qbnlmDf&b_8DiyRDg29fU)?hOd6e`QnOdSJ=JB{>YU5 zZ>#sFaC|sg-~8uHIO<3LI2#}o{JM3&q&5dbC}qa|W2ql}XNt#C^xUEI>UQD7cuQQ2 zSG{;|_y}=N=XmT}Ni$-_Ois6{s1?F}+^zSfJK?#y;7?1!2_}OML*>^UV16zvF(UpH zvfpM4rq8P5e*gdg|Nj(McRZGV7fuwVAu{?!l&mC@hAky~hR_hAkddscLiT$0^LU1l zQOGVD>Pki_TBvA9N+}glX7%3h-}n9be$F}9IoDwSTHm>Q#0`yY9uBhx#~|IqGiDm^)RunT(Azo|$UcBLwgX=OSvo~HZh{BVIEGxb^> z*&EVtcS@)i2jbdU*{R2WLNO9C$*Jv#M(A;=c}`y_?yu6k-YXV}Cj%Nz_lo@y({DDE zndlGFY-gWZO#lYx!i#<$Jq_c?2si4d2#895*%d~L#ne}UM|+mU!+tvAPn==`UjO{2 zGa(-hgWINxx01p!Eb)7bgGMN_iA;)k8*@w)cw4sn~ah*?uGmf#nO+>(yETe=ZAOWN)9d20k@ z%!c1CRgS>EzvT@jx^z4wlXYT#G}x)L>KnmIN@gJ3QiF zCqg~uGwWJ;GV+XHE52|_g~WTU^(q~SXx~)hu^=`ck6-QVt`3U_OX985P(VEXMpA2z zrY3;bR=!=a^*qF7^%{4{rXt$xV5;_kbTB*<)QV-YP@u8j+r%dWk{%mMUu30X{5LYY z_9WwBcc)9RZZhPLEDhM-l8kwl)}ajlRJ2O*J3|xc5MMG$Von>ZtqEArcjvm|q+9u2YcHO}VtXm4s6LMTL5%Iapj) z8{1cxjY!wuwF#Bk*xQ{l&fY|VPf2dpUK28moZP-|bf-X%+cjktNrhL_)_rGQ&|vax z?ziW4DiW+4uBGp%V12^UziQEB)Zg?ua3GS56ONA-Mu(B{uEd|a-i(5;oRC+}9#j|z zD})Z5p~13uL$v)%IyBAsSMrrH;8gO8Rep*FcYd)q)V7t57D5{bPo@S4xYzqrND*sFKEn~y8T*LbPQ8q3bWK`X_!Gb_@ z&fRUUOfbdvu26Mmg7Z&EYr=sEgESS>TXZH^g3~HVJ93fzVC&v}7HnufzbLh!h=Zmz zs}%y1cqqN;IkxaU2b-T(?4M3xCe^2)`Xnlxu2O*X1H zz2AiPaj)!+2S8w8RcBjyJTk$}Vx>aC%Im=qLvrccnDSiGEVz!3c&wYQ0As-J`Q#m-z<^l;WXdE z{T~Im_|+iko)f`=(axl5t~v){Ei*OsAsk$-;oCwp;zF$R!(FTWJXlAt;#|D*;F|84 za4kF^!WW&R#w~eRA{##P^*aaJ>ut|vcyJ)mbY+~hhJ#!qZ^5EN94t{6_d2(U3zHu& z8h7aPprqQYzjbLI26!6!1xNFdrf|p9#Uc-aHLp+7ytsHeI&;wdIR^&@wI=?WaS;1S z?Rz?bpP=n`ec#nwG)CI&93JGtUFXbO=}8{ecD0mVT9l7`3wujxvwYa^);#Yj!-KbM zm($7Z9GsDv+VJ5b8*fZDN`;iLafmW+NczkMvxt2vr-6e$%A1Uk4g!ZdQ?IgDJh*qt zhWw|QkGYuT25n#R2p+hwXw7ymBwiQHN4{V~_jjm9R1O%iyVsPYE5gP4)|KaOZQ#N5hxvms?!8S}!0=JZB?o*M?68W^9;xUhbW|kqa!l zWPJWwE;{4Jj(tpK<3LfLiUpg4kxBlcJ&RQ7*KW z%-L>=WaBb-?Ld7P8wziwu9T?}{i^ZR-wtMD&nD7%tpNw$lDx7~?YZD5M`m61;-OdU zrWuNp8_Fc^cd$k1EwQI%ZcD}e)Huj9P|r?uV#0d`cz z9oOX|_FLPE&Vlf{~Jv!aUG*Z1#K%=fdA1L3bvb4Ubyc!PHDPy41Q% zB+}VvZt**JA%zX|rxg#+IdL$qO|AH|flJhJ@^mvN_94ix?uB?B1|L-#;0p)WPu)AVlECrMiEftc z0ybJ0?q13Sj`Ba1?zLad1vPLmH_?ENE6NsjgZ2b38Etx}-Os_Z>e-FWqg*_A|NV6| zf#Ypm%jmb;*eK)J|N7X=f@a3GEmxbE$o$-OGVcZx!H66%|I38C?&g1PT`Z7t z8?msul)K-ng9XDeTi-Qra`B(ZKA!p*8+)BzkaZ$C5K^`A_@0xCpdY5x&0ATR85l1R zFJeMe%1eS>KhCcJ{F`HN&!F5&OC-`cv13 z5e_JaUAG%Vkgt_lbchm76n< zJ}^+EJ95oKnThi|^K0X$nE3F4{Ogr)E)@GCm>IHcWJoHV*89Is^7gsuekbPNF!zjS z#(?PDwo{rn=+I7@-a#jP&E($6ZE08OU~B%fHh#!}diNEVD~?Q9^eYI3`m%6E($$+8 zn+wSXg%f_VEQ~GMZDFUyz^my&MtwI8xA|NfAN{3*9$>ib&O8;7by*kpq|h*W`-q40 zLmCDR+LkvA(xD%u5*Ss>z*whkl;<)QHV^P#tX5NX2!DuVY+*2fPL{_|sJ_e3oXyT#relUu=n;q~DoKJvt#KY8Br zc#MXTpv2K&Gb+;37H(fa_|)uSm$~^M3eG7-PNoJ>;8A^My1;-6PgTX-0w)?SMaEiw z_ork1iaD{2cn0iGIu^@M(9u|UoY`ebL%-Ad{vmZL=0xMfg9<1JcCD%U$)jNM$g4;G z%2dS04*2Xhq+xtL5}6!2y3r~3sfK~cU6X0r!YmBhTD1=L(eYPNaG)ZR28F8&T~v#x z__o~paZ&*lIeruTk(+3Ucl~X*{R$2Hi)T5*9mIXOnk)Qz%fKGKA<~HnCfar~`8QK? zp||Y1vBwJrVp%@Z$`N$@dv#g)H?(6v!Y_)8!a z!^)+_+h?d?6)ftuOQd0~q*<%uemd%dEXf^j9nRy?5KdDiUb;FVOEgiRgsR-&Qx z%ua*CX&SWCLjQ#7)6o|~joY)7iso_GB&i+}M4zk{teML})dGfci*F7ZJpP%ip2)!$ z=-n-PNJ8Cn1F8j&jJN+?+O^;+1<@kh48Be(Ru*m1$?l-yj#FTQ%3?B}m9hl*pXT80 zbl}u~ojC~fUFUIBn|QCf^rQLR9Gn%p!x)+&p}ry9=G!U?mc`zT+oM8-P`5@vEisSh z{fYWXObYmoW$PsoEEVz8 zXr}vlBJaG8>Cjg}0OY&g5rAT=E) z+39x`S7+eDtiN)GS|-fww_@eKENC_;J6-vjjgw3E%6!TuVUO769^O$hM7PL)F4W3` z@t(vOvHmplUyWX;ppuG^*_|tn(NnN-!{13yB3~DK&o}Ve(;(+CplvgkfvD3TC8%4n zp=f+3cc%sk7msaoIc-LUrm6Qz0f8*^>-<%i&PavmZmlG%=@c~G`#vAOFBzl@cbhow zDL8s|pV_gwHYYu-tE{ zbDJr!;?f7T-jh*tzH`6fyBuh4ZBj~5&xU~jKYxN!HUgzO83wZ15IP>Rya71~S@3X; zaCXyIP7QK6#U8Ra6I#aih+6ZjbEiy%%sk*a||KlyN<@b zH>4ay*6z3~cq$w3Sl;_~oh0_aseQrk$!y36e2rJIA|d7XwT59Y;!eMudOR0JLFC=L z>V9M@I!$)IK3GJ?-<7oq!9F=?+CbS@teS;q4}HB8V>4hRY~vz+CIiomi)AuMnF#mO zKlA=>HYD7Qo*ddn!r!F!)sdEDxbT@r2zgN;Tyjm;I+TRVe@~v$IFkwIiN|s?a%s@G zb*%12b}F*xZtnasmxAF7^gpJn)8KZ`ztZqVI%2X99&mNfgfVG*@iuZcQr&mZJuZ^4 zH(EIE;Y=1hSA@j)h^1ri%o-8acq);NZS z3BAvkh0BONOz|{#XbK~tFCenUF_R46mJo};3l!9p8fGpabmXN@QIH+Mn|t1f+w<#^ zkz2FrEomJIv&G`6{1wC;=W|sqts%iVJU{Wy7ZSEVptsWoF1I=nOlau#|*5yr7jje%bghRL{}DDhm>}J?Tc~S-5=nVP{Bp z7DTkaEt!bO!S2EgX)RL{Dpw_bXG@VGUGpn^gy7Yx&7VH=j_1H`_%z+>dsY)kETG8luV_5(C}R;nS`Z=kYHC={9NkDMeX$Ct2jMt|tdVix+ED@e%hK`t=A& zKL^*ocdLuJW#E2UMXS9`8V;pY+T{hLAf!!2^W%vW{QmO6C;ev%Hl)A39Lq|BGm|qN z{4fJ?Yd5$|&u78b!@43vf&>>g)AhH!34Wt5_4!KRxG8PR!+`o^=+p)VBv&P4-vCfR zufOiRV|iuCpf$}du4zsIcWuT->hUy4kQFPU*%>hFSr|6^Fbi&qwsouKbD$&Lw4;XL zOE>e`y^Czq(5@hCWRssl_;bUvUxZU&)VAQ>$Hgg-bDo)-(Mf||ul#<_KssJW@r&$8 z%!G@$701Dd;Fs-^eJYJ4WWMOL|LDHO_!v?^vgZ zUIu8^_nK1tvyeHe=D^L(fy9A|3xdNF_ld@j={| zquDt6u4zri!E7jB7jcLh%EqZTzN59qgwE#6YS5Aieck3>d63ZgRc^tb&(u>ujv0Ay ze+3P@YG%%ot0*uDFn21tL*RYFx59HPp;Jnw!95Mx5U{zExxp|8R8u{>O`Ayg{=?Ff zOYlsfs6^fu0|Line~UF8WP}_|kkxMT*n3?Hf-V@R zmRJ-0zpYHy>CM9ZMcNT1S2Gdf<}Pm{pNUdZ>y<<6GVx{i>rPg47W^!<7S505K)Rq? zt1p45v#QSIfdU1x5AA)O2B=8iu@mld1p>w2e+Q((BSqN70Xb!W?Mx64q zHI{k=A8M$UT(u{|+_5Tbew>1gLnRNEE+Tvq?d)3dOd8(nO;3(~prG2S|9;+mG8h8< z%i{@rvZKB{O1?wJwD-`bJ~Ik_pV`x+EJ;O2*U?Ao2;PXcJvUNsK={&TWB%<-271a( zdJSZm$mrc=?>kPzweE-WrB+m|-u6k@Nq`ES9qMY+H;KI9$P)?pN5RK;QCmYEQL*ev zgL=>b!mnF)Rz6pt!}Cfq*G8LxCUK+ItyWBE-xJs=BumHY-RVlo+o=%!y~814Ed|rP zvP)=dD6pAqJ)ZKE3_afR$`El1T%!cF)bc54)ErE{MC6IhD$lOD>JvJ6bNdwsdphKd zdPwUksjz7DEwF1QLuT7h!2L)vm_D2RmJobtCYskq`$U4|a^vICjbw}``sqv(x#=)3 zba5+((ARBugT8TiplUe^Sb5jCo+D` z>x#DpQ!q6i$PrE=eA^wW^CcDyKJFpGH5GKkXL1+$@iUR#^PpqMgy^?%^~*#e&*%2Z zye$7mh2v>@Z1pKB=C=thmJg!h@PnZpc6G!&U(hA?wA0YwVD;$TItJoB51C7kGH`s| z>rE^7upnIbVQ)N<+ui+50`pfhuqN@rW{-Ko7b`1B7!tY2Ij&MVhsb?b*I7JdwG#Qp za*HdK%mClB*oL=KOhn9HmF%l$!Q)@y<&KtIm{^t1)$YiJn6K;|CnE1`WxNZM6l5Yc zw4L*CArsUXkLe|U8IaWWI4rxI$p4RfPp@B_i?9e%czi7z6a2UKUcAM@)Qfi%@^T(_ zFFR=Y=Qjs?40p|*YS8P;{RW=wNXL&xF2D;c2vIr4weNanI8+_*ru2ua<%~5 zi9nmZuET;&*wF;hlK=Fe49L zPo*#EI_1Ml|L>oh{rQOMH}}4Nx&VWf$}F~RJ|5e@)D-x_#mxgF!NHWnN#*R-BGn8`uT6}5^%XD+VNuTHJ==0V@;&E4iLc_{2n7%e)Rk0gr{nFj%R zC<&&<@O5(`b~+$53>>%~Y4?ea-GMGF7R2j{9o=_#VW>v!giTD6Hjb1nvL*vUiJ ztslkbBYB8l%`LmWI}cB_f8R8-$tV1YNc)pHm&|O`C zg|Q)<%Mr?R>-x`OC;fTRcRr0J-alE2Wm^-O@&`)sbf6>s?a@-q$X|4hTy_x?iq_=KS{L!A&gA`;Hy81_ zTUm0y_a#hk>->AcrVK(s$0oFQm7{LLhTmaf1y-!i96)6`9+9q^)vPH;Xv*U=-XF_Q z^Gic^=5ZN3hd+~8F6DS47`Nk|Oa(T*-nJ$uzXB&0u|qEDUk2$}8of=j5(%l}A`5<0 zVsre@>wWvGu#a7ntIb!1;8@;>ZcHWg5+|$GZL9EXS4)94@qLuTT<;xSh09O1dai7) z#-@`e!W!nQQ6~S0{wS;l{thC?SG}#l)oM;|uT(8U6px8>AJkxZRFe86!GTUm=%w9hhsa^+T4oxzOU5Blo?@A9% z)!`LIVg;$L4lk=4=}!ae5FcE!J1(LQ^mjFTJV|w!Utwx#TV98EILaqDREJASK`Ty6 z*TX7W$WvxN;;C}!B0RR6Kmv=lB-W$golq6;3 zD>FhULbAeRC6!2_AtIHLk&LYDz1QX1*X7#dx@M9G*)ofYmPjO{XwmrH-(T<7b3W&F z&U4P|yq@!U9B$P8?vJa%Y0YAWt;cGxV&6(iAy*CZ1P4+zw%4H6Aiv=IZ8a!f@G;ur zXbqMK{*d`UQ}ZqS1GH+8d|*q#XQLXF7t7R^r>~>As26U@U4wCiiW0448kS8>jg?%Y z;eAPmq9IlqrWy)541TG`;CTjU`dW>9`*PEA*=V@Y5I$rlL_?j?wIWSf8g~7DLq6q1 z!@oC9Xv7%N&?bAxjZjgI2G^b@^qi>18bbkn>dtBu{X&X@DJo7V&eGnFQBh5OmLY9| zil!QttM2cp*uZ_*dHf?4UAOmNenp>`OBvjwwMfMrku}FLyYcKT?57!K>E8o6C{9XMXH9wG87DIZxjeEJIRo-y{9lQe?9E=D_S#ik>&6 z`DUj}@J*B8!CL)N95#rin7fr?lH301Lhn+%dg0q+R4+l5(dYq^Kr!-X(L6QHittaf zLlPTT5w7e>cl^Lwgc6JMDT*D1=pJx8=xt*ms-Eprd$d@H?@3GR{hN!hVSueS^;;pf znJ7CjkRUE3lo`t~-u`0$w8MyUm%(BsubX+tmW)|`$qM(N)_sA9^?(iM%x*nQ_O?ll( z=5c9Qw?ba@zClFZzZrIHO6iz7o3nIEB^}AypHH`%q+xbv@Wve{0>&H*cJ4M!!K%~; zI$nEHa5a0%b2pv8Y|@R}Oj7U>Nme)OAOTOXePTXDpZ_3a+KDkd6>Ehuw*LG}z~mp> z68oPe-g3LbKjy@vd=H8}l!(Xnotc{kN8?eFy-A#SBOckT zx)$b)5^zjNw)&|`BFa{n%NnL9qQeR;=9^J0wvWi1X51Tz32L--b-yqqNr{#_{0+e- z0ln;i4?)PRyqovk=3o>Vp^P?!(qpyOrUuOr4E{lt=C%#RPi?c?y!M4-w}?PfRCW-? z$zaRVRDb-GHghoG*d6%D3xm?NT6qevo%V{+TyAjz({p{oLK*> zJtFGBMwX-EMyVCpN7-G7J!uCgEVEK%&<<*s=M$pD?7>df26&=1EPHy4{o#jfQ2&YrXXV=tm-J1{<{|pS(2w{q8_0ztVg)kEgcG5 zZsc5K`Wpg<3e_$%Iw3%Ozo;*m77V(h_WTB|fe?Mok2C9B5M=f2nv#sKHAYssfKv9L^8zSeyz777wPm>&g1L)Z%2 zS3$u@I4&t3EQet*d(-X8oMi|+7dum#o)rYmtjs^mhQeU03wd$qX(T-BJ`rE}G7?-g zX9teHi-atV`(cwGBSDmQlp`=Y926D{C`5a zE;+&B1@yZmc@vi6N`ts0&cgm0pVEdlX%rXPYw%pl6fbdY6esd2f?Gtr@|N$GAk46s zzTeUw-oJAY%ck9dgxw2qSF-Ma=KfFjMq*rGq(n8j@v$=~2Zi#U{ptwv7Ctj~)g3|C z!mmi-xFgJVXZuqoY+=yiqQRF&FR+~0_}s@C0QD#R2drp;@ZhJi`)9=vVE%Nc$D%m| z-WRv&*GGpy*Z!4AHPaA~zr4dQ;!6-*+4AgrcA7tIYWX8D&gu(#t#NEm%Y1>?_*vgF zH3%jrrTR^L!$D$5p!8o(BwY9!E+c*-1~_V(2|+=z5ZSrKMeal_q=;%Q@;suCAI*Cw zB^?dBcJ$m6=#7L7-#l8WPXx?OS}YH|i-TL18^W%%M0hs9ITo@#2?ou9NPUn9oBj$o z>kK47kya?nuv!Ah*~n+e&&7b8Cv#blYb0E>m3@&wfA2nz;)6V51L0K}b3v7RAS6Ag z*=-sY0({2a;o`JV=y+XmKvg9S8XYGytCd4Q88{@;Qv=~UnQz%c*dI#Ap4V=Q^Mpp~ z#5V^iSFjyF6%?3Z1+7gdmcGqs0H2qz?$MrGz@+w_?chCUnBcb*etPW=Fx*%l3!&P> zo|64iVI4PsJMy*iAFj)=X;o=NL01O!JkRN<>0d(zUgekEElz06PJZ0U?uoYPa({-W z-SPMQ)q}FSE;#5eG?b)%2Me;fh#RMz&?&3qReI-L>`-)B^Vjr1%l$&$FT1^wLBKBM zP;3wy7?}iQsD@&y)%p>EV^K(ov--MsG7NhR-h^DR3Bzd1zfn9NLvc}2=NqoHab=APwI5YMwJ(ofq&F&e9iXli0rp)42&A(d~KYIGYq#^uPcy{!mV^* zt&N1IH!esGZp*{eNA}k?n~;!535%MG&c%aUWQP?aakZy^u+-1)Vl)5y4U_hL>f6B%zbv~C!g=HVb!y=d-y9xD13 z9{71E57)ll>G|ZCht0EcPprP>p$IwMLE4v$8WTnw(t7zgv9~DX!%991n15G|eN%u8 z;{D-icMFh5G4k?HAG$s*JwGa!kAr&yosOQ*M@?dlR=rC;%9|B^c`}}lEJtk)Ct4KX ze0b&!lUcgoDHN3yaiZWu$rr+BxeL);?emSb+(PW|woT()rJz@hkMO`I3U(Rv^ZPXw zpx=cm8jo86E|@sXuQn9m;-OYf>P7+DsA-;PwxVDKo96ZDc?yoC|Gb~;Qiwe7eFu4Y zi?B{apL>gbA+BYXEl5vO=v7rErN4!OQIrQZ$;}j0wh7oC`ig=kzpOcqSQp|~Cu&O8 zPP&i#o~(H`#6_b@ERM8aCA)eIiqWF-$pW zPDRBye}Shn!>SmSQi``ms}JF# z;VRUW;=VNZoo_Fdp`GyHf6<<0_-@;C>XU8NW`&wVldOc_3VTFA0vxD02$KM9mJF2@4Nyhr-tlMK-qeV)N`$y#4RJA!`=h7qk0ZZOSOc(`TAmgI<-Qh*8%EDJyzDKzK-RV z72+(zDoX3wwJlw#diu z(DU;%IQPn%uD{o@8l>m-?ZKyE}64!Z>v|0F8P6ltIO>p?{e%k;ayJgLace~yuvNX44`LsF~LR22FAChoFoHEM3S zN~I)LW7t6L^<(o8gWY}?Xl#7PCD*x(c=sfneSmyW_0bT-Wo@an_-w zj;7X-QyqTr2)Ql(vJL|q_&yvQs6*RCC8MW=I;?9Dy57=LhX+ACUh+>J7W{YUpPWcN zR-lA^s98OF<&f9L$n_{h@)NKds7GI(58X*5lu+U0*!uGvP&ja z>d@G7P-w4O9a2_y$1k3(!$;(|#&*7SsQWkORnUVvG?Ta3*>$uIUv#wEXf)U2?-#dH zG_TjB2vK z)&?s67ctKeL!e@$PWPPdb}Gi*98_qQtHKwI3T@75l_+1;St&~I|9vm)644-4V7num z)1Ai^$TN0v+Zjp)?opZO9t*9&uKMetH|TM$hAXjt4ZG`<|u$Up1*R;j9!S zM*DQQMi*er_OL3kxB~pq??uo}C_r&*@3Hcl0)%Z$(M888$o}kHM4JT#=W5pS7dj}Y zl{{+dN-RKWYhmV%ihMNH8d8+rmXFO(ZO?@rC*y9tkAvC)WURXXCZ9wnuR!N`6`71; z|G9j(VWR)U_*}=~`Qn$VcO~m+I=OWUTX(9RF35hj+H@dSXKN z7rw7V#=<&C7%lSBcwRCOx9MKWsnO3v@-7vw(1bkv6~QVk_bd<7x;}LGD3g&Td(#9z z-T#!0o;7-=NWuo{6)rwHb=7m%)uwatKQ`-~VjLt4pJ?dHmM7s;je}yO3=#^p^RI0@ zB%$m`VBjO6JPbO*95tUt!UG$!RME4!m^ZlXcBo)p&9q5^*=J@ChI_pKiI6o^6&!rT!8Wz|%r9ePlwqr`YiUcGyeHn;lNkta{UCR~Y zRO~#wiCPa6M*g;M?8FIODaMSo zSaOD;k=*W!n?AH&Edw z8W4;ktuyfbwJ(ZuTwDJz=8B*7mA3c!-@$h|?96G|4%ixZnU87M0pB!SQrV*Kj6KH6 zQ^rRf(JOWDJF`D`Q1XaLRDG#CzR69$Hm~4SuW6PKtnW+x% z@&?+xRnGy>M-hLbpfR`wl-akPJPYS+mD*$CWFdj(a*3M6g{?7)tM;a17~o&3wsck> z+J4&AMT_1BTI{0grSt9}8FPPr(#aEuJom`|J|H%5-L=`*R`~bnX&=YfDp&Ou9dtCd0I3+j?zrG6c!XE(lg6 zL(!KM#q+*NaOJhZMfraTAT+En;+`81nTH;(ozsj3o^P#^3^kEp9#dl0`ym#7o?kdx zz?ukQJ8Co8EE3^5ZS&KrlS$CNTwT0gl?cc8#TMDo62U$!i@B925eCYy+ASSRfJfK2 z|G7UJ54MeO1zG;Zg6?L2=P~{mSYH=MjXepFFnVVGZ%z_OKUXaL9g+gFwqNT0?Mek| z;ec)v{oW76X3jk@Bf?zXm3waUY4rEPEkoQvge_}#6=nm|z+0I0SNBpXNF8xyRKGJ?(gvxG5hDE-LJk zy-0>soI~A@%P&Z{} zxtmUb@I_ulvy&8f&obz@CBFdDOybMbL-K+Ax4v{=Ga2F&csjZU@<4f>t*T&z48;<* zONOEOuvu@lKVLH+a=H3eY|iIH8P6+EV9SRJtMPKPLu5F|6}h4AoCjt~Q|%9FBxpY= za`!ti7ZN-ci9>zakZN#KOwBVFIA`0&0yIdVt=!q^dzS=P7E@$IeMnGwGUKiA4ifBb zI?Ac`ItM!TI9E*;X9M#c9l32HS&;HEC(F<<1E@)IPwIS#VENMEtVDsLD^G{_!r-ZZ;E0#yGT{Wp0y6z*tlu-Ie-0$0+Z z_BO41@M+8WPJN#HU~pL}?BYZKSVTv8(%J%`EA9Hi?}1Y_ zkK^{DZ?3>Z`PLKMWCsl+N(WgDEMfTMwMTPi`bhkhIgsS0jh}k>)!pPYfuBca`fRch zBzDxXFRB{BN>c;N!Ig8cX>)l315p$tPN}3*nfM@1`k6i9%O%$J2ZVqH&mGYE4Tw0w)4~ zRgV7(#fT|;KA+`KEYh$H^7IJ9^Uj0rM+GAA^v)Zjt(}o5wkW22>vuGAUvY8ZlZ(S# zu7`7_-U(RyQg@P68;9zrc^_L(N8^*-_LbN|_dz>8h-lLNP{xb2HXU0ZoKCTQyV&D7bEX z#rhZly&qOMF>X!8w|vqkJt9*vXGqve^dJ%E?OQi#DW)UezC*sv(HZ!nS>`MGO(uSS zQvdynSVOPnT`h()R=xVrK5P*%hRtnh*-5fJcq|K9o1xR#vNzM#4jt2277j9 zVa;U@!#SgD{PLlQ_m@yErf~2a3oxbo{9CiPsdXewZV3V#zg&!O{Wq?DEeCD@RHFXLCo0f zJsD|vhA7}gMyt5K8il1i{5Z7xuUTjwUX{(g+ZdFG{{sL3|NjhEcQ_Sn6qiwmsEA~i zq@on1eB~fXLRLmb_DY$B$jsj3+T$)W!Wnx1LZxKF|_g&U10CrS8g>j_gA4>C@^T-H-eEE?W75ij& z^H^=A;`z~r%#Q{XB&dt>8+{<-$k57qxKBpqAMTgd+#{p*iBrCWNiqh@{VJuOqF~~I zN0So?6y*A`U+t^_6-B7oE}q#`9O${)dE_$%y`@El<1{I_=Ne=4@*o-0K9Wy&ydk5K z&}3)KYcggm|F>9hjDo(0?JJ&#QSd(jw#WGs6qKQseSYXh#UqPb*2`=tL(gAFUYWU2 zahIER3?qnww>@eH*;FVfk$U*P#y2ufD4YISyBe2mi7#i*7c!Q%?&f=8L_t@TRvu;p z1(TmNf1f)_MZ>~-d~ZUi_{;1_lKdzYg*J+G@%*6R!C3YIv5OR(^k{OrQwV)WU}5~!+SLDI zSyrmO{S{o-_D?9Dk*g5JkqbvN-mj`tym*KLnKEDoUxyaHvUUisb&eU>BtV0Dp z3HLv?btsVklXx?!4qc7*sHhj!q4%w-FK3_B;gt$=X)3D@_XHddT41X~Sr-@4v8q~> zu#-y+F{?!k-Zdb6x)$HoD6-E<*5a?A-?S%Ci+f%~84hdKV*j5DT&X6t_`IgRf55R8 zpK$GHJien}vGp+g}Q<;y;fcKVVfJ zFwyF@%a?_rf5RiLmatG*<1E>}nuVh~lTOgISm^v?hBns2#5O0Hw6=66YOGX1_7*0F zO+G&}X2wLv)LZQF=1g=KzsPtP$VBppjKqloCJHU9D7pS&q9tEHyAD4S?Me>ycCytV zas7zXX5(rk&ys>m+Zo8%$|5;lW}v-({z^?F1O0lun%>-CV97qRMDkMxZt%Hb7QM9E zcODJDp1)_{W!`z+?JacdUXfc@^Rx<;P9LxcQ?EkDZz^fxsg-Ca-O)UMtrGS5eLX&x zSK@{Y9w}0NB}!fhnw4U!LYCeG714cF=z2YqU3#<j&T(NQUxVnnU67GuH<#^Z0L)0;274uzeu(cdtj>a9Je=J8y4W*4z z17)bC+WpjVn2Hte&0juFp<$y?jJ=h+ zj+}g4gdeJxrw>{e;syIqm*oEn@zFUowXNcXc%u1-=C|loIet$Fu3VL~DQdDmFT}H1 zKB`Z0^HGtvpQEZY7rQLugGVhFqM39vv&rD zOK-Kh*^q(WIRXp8(U};rK`eNnD-+L7JbHP2cLqi|p9outO~v#lf3|xprJz}060hZ0 zG7hY~>?hBq;IX?yteLoURk7cFfS(|ZsqJ0K7_l$m+9!bIJ`bZ1) zyhQZ#FCH%EPDIh`QK92O3Hb2oa#&nI0uCzN;TDKXM7xj7@f2n<7I2flp3qN4J^Nv) zw&^r1$~EOI5KG2bNe)8L>3FMcr}ZXM@LMQM*yKZjDDA)}$pmYix+e^1)6+ww`EY6E3`5D;j|V+a%%=CxX%J zNu}WqMgT54(LFj=0??=8YH`DX0F>_kaJeir0Nr_>SImuG!LgB8tvl91sL(?PkK4gW zljEQr54wol5N zQ{x&qu6xyf+ARdwIQ50ruY|+!vn@Tlhr^&^@JrQf%XPSR%7347PzVfw*^HTTFg$-| zCe-=p3ZyJ?oLG0k50q3yc1o`5S%nIE0s2wE$KCujF7pPkjhs6BffWPZrz`PuPb@s( zdl=zY5CiQ~;@fkiVqy3P^NhXe4RB0&wRwA0G)zUDK2-T93WN+QRf4+`;1`{H*M_+y z_%R${qa&IM*Q+e{LRlL4LVB;Remd~AUazJ-NP|S)a@+sQElLHa4j!RJ# z0@!L8b2MrYKzrnm!>8BdJ^Q6J^JA@MFhIBz(}?p5o8DRI*sg0frEML-kabO82fQjRn3qHdlVC6>W`9u z+cv)WNCF9-_P;VC*OK72(v8-tBoaK_6~dFNP6D4Aj?3{BA{_JWRljde1olr!cTI;& zAeqlgMtwaIl(Rlvwv`}(tB?Cmt~(@%Sgu<8-~btvYty0YAQ|?bq2zWclVL<_nzSBC zU~_PdVUivRoQr$k9%B-L^@4|FAw-0S*LzF63`ih2;bJgrPllkQ3;P9Llfg&x&puvx z3Iu72Hg>O}z`?yUOj;}H^8 zL4qLNGakRa$e^Kr<$gYa3Mo% z!X)T3V4vw%Btre#prg~*iJ-OltBd0a5=hn-pVwH8)32oca-8=n4o_+dogsloudqPY zYa&?gPoe7q5!%x?stvA`K>Odgb*zKMur~Lji2LDUcrzO7QfpBPCePv&p6L=HC;hhi zj=WX7vp(nPXNW*Pu!(cK91)~_L^Do^mV&EySMu7aVmQC7^&-8l2-;9*XwQcN*f8zP z_r|ywmeyQWrOTFrZTReURzNARP4FBSRw9CW)wT<#4iMq6xc^zgYMsK;oA?rxO5yTT z1EQ*43B0xRIlsZV7^Hulk(qv61Y*CrDGP^6L3V)9)?`Bjj`jQC%yS}iM=!CYR^x6G znOwT-N`g!Ss#pJNo_48;OpYk8<|BPf&S8iM@@Zv^HX0EkzP0&vSCT+1^qt=BXJoLP zdS&BcN`ZFCDK5``3Y>4?+O+VG0`JF^dCtjGp~StVKyW7&j#e&votLCS)tbF=nlr2Q zwhi!MucAVVr2j#;+hxG8svWFtEK|ppZomh=&=g;rf4S^*i{a#21|M(M`@5z^K*O3i%Lib;<4JL zD)_{Ff2n(s4#(!4M%ok@K-^Up`NxF;9SzquHW@L1b8&aZu`hJsmcP32t$_}oVhj3? zMbM$*Lek>m4mzA(=y#@gGJwQctp6pk8U|86skiK}ft`CtH&?%`f%_ewoWH)PfuXHi zEOxDOsh`ZDaz+jO_hmtqWA&ZDA+^kVwbkHFB<=3!t%hsEgwZV%3~1f-J@Kn@4Z!ZM zeEX3aD0*|Gy+#IfwH+2(yu^Ur z@fw$3^wL3#-E3jkWEBuD_v5h34dlkcXz5QX;HI<5Hok8( z_?kZd*f6&egrg!FN%tzD`rpmbHCwCTuW-TBnbJxymhXABZC539d28^c#LytluAL|U zP6Y%$8M(1_TLqNQYt8zYl!LBs-==|ua%k?AeM);!0S&_DzOmXg;3R4ms?S$|+2swl zFZ`~6YCRpUwaOI`*{Cw1(pC_^SLnMTO`oS{2V%DkyJZ z(@1YAgXyIkZcp3GU?m`b%A%+YtgVg;HwTtM=6h)|Q}!}&*3`XHbBqeyB|pzKm9F+{ z`-vUO92C&`c{Ba?J_@+;7ul8eQ9wx7_1vcw3XBwO-rK=Jg*`!qarWb@@>o4hZXXJ4 zUOZ#%7f*)lnO>JUG70n-zIJ|kPXte)=neQXN?sX7Ag*JZrT~`*I-QF=5#vnk#<`ao)?Q+0R^lE{ld=6ON zzPL#$X_adcmR-$q;IVOu^_JEBdm&Kf{JNP;AXshRd!j!Bs-#&`YnW+34D5bs7?uJL zEF5Cq=cYq@B{9}^F&${dlJ~yPW`GyRzn`ve(!obUTwGcp9Zddx{OENd1teaV1mzq_ zg7jb~j;Qx>5OMw3ntu5h5d1MnmgNnH9sZsHkEEg@viCz;+u1lMaz4zzi9H^qAGYZ_ zNXEms`gh-?_c5SQ-kC6a;s%V`Y@kH&MM1!nkKDP4FyMRjx1pmg5N1Pqe~$g}0d|qC z9}Z?-0^d8Po%e2Ef&Ief*^V(GFl6y!I`DQVP@msv8{HTVCn;`ie9uB*4hN1jCtm|E zg2v9xI|Cuo^?G}Ez8@HlZICn>^nheBxvEcbmZ0EwwTPH?8RAShaNWVHkn12l!Ey)$ z-M&3ve+*xP3=>XPU11Oe*|eQEJAV~kkNAu?Kl6na1NMElUVA~hkC6deoCB~4-cEV6 z))<10osSAV?h5v8As77E{a|^md_;hG0Q6mLV_vWifD6u|nF=TU!6<$E;e&hp;Cbu# z=&$5UAbarV>rORCAaF8^c8Nf;}x-(0J73iI|VY`eH* ziAq*hi?MfgU|Hcq*nt`sV2RiBoGb8x(0>;u&q%w27x%zM+ix!Lob{jX$w4b%iS}4nLxYZ-dhY0Gy5^)i!3V|Z zjn(3>U2uB8q;|=5D{L>|^Z3$ZhSIOe@+`6$TK4R8Ecj!IufwMUt@b)$#9GRaJ|Qn` zCpC9khx#G6_O3x|W&qlldVd(Pc0^0_|g;wmYE(J`BFfloqqW z`x&R+bu77}5$khw3i%S&we*Y)*#{tJR`xKjMF6tSQ}#*kzKGL0os%?0Ykc_fo#+}) zYm5)+ZLT*nN8NyKc16m0R65%|w_jy7AB|D#wD`R-Z*%is`EUL>pc^0S%?QD}hk2K# zvLjF-Nh|bbVhF0J=s#}%a0Oq7`nAVj_d{ALS8$=BFAC-a)ejx>MWemX4sCSx$J
CC7raJTD_~{xipRTZH+;tmpP4>lp->`)T^-eI(<&?XtRizYdivJ&v+_x z#v|`8cD2BX1dQGL{OV(g6!bfq=6oO0a9vm1mY)AI@Z#aSOZ)XR(XMy%hFb?RFkl<% zjcrN8FFJSZR4%4qP?(9SjbjQ*p3tnFc$b1I+UJbFTu;M<=s?o?Evxsjd+NYLxlBA< zdp66YBMbN0$J-7H6OiMQ``e+71Y~UcX1R867HTVYB!+Fu#Eh&1x3~l{@xNXFX5=4a zAb;2E^--CbxYYNyAGT)U6^Wz06T7p~+c8#P_9y|5b~KE%_2uC1wT5S7#&fZW!!k+j zL=Jx2e)vn^bT-x}@U%7)voScZFzxT=Y}}pp?5SX3HVUh@Kbn(SwQp2ADR?jkM<*S} z*Zj>vj{x&UPQE-`_cCZ5(Jmjy!;&--*XH4j`O`~*)j237)fYK7M8J>~*N6xL0lE6M zcjmq#;HiwTs%df#w)PvhnAhcE=dbkqJso)nsgkn}&+;)Lt6Okkr~pg<8HpU$%0~;` z&GmoFao5d)|+~0&@{>lDAkn z<=~b4s9b{ms(;qsvy27^NMavee{3=b|2D<)%+KcH4t|k7VoW~notiH?kzRlc-1wOE zJr9-bzUAI^$ipY|^D|E4d8qj&$IpP0k8jq9Xuc>fz_=3=&bOQjF?_2P=`OVh`{jdg z?{zOh(r?%BUz)|ZX4$Z8bjf_00O~yg4WIU3b zyH>xJjDkA%PIq0PU{Uy#imfpf%WwTuzQ9?A?vW4~XGciCkgR#wy?%Pe-|wiG57@zXoA`HJB;(Tl9No4Jrg@7n}1iv3!l_V0H-;>(~G@K+L}%++Y`Dp+ MVm7V z9Rf_f0@_%3Sjd3>SB`~_fxe~2H<_q?t$Cn>z{JE6zJ^{4COX>V0kSz0X9Jq8A(M%E ze~|x?u^60D0LM&9?9ktfmh=oqWR3GXpzUw%}G-EOGovDM=TCBlib|&}FpQ^$5 zjYkwypH-va)5%in*=l_7X0PUsxoXq{?W8}3HRx`=Sw1(p2InP~Cej|&px~iDax(+f zSfpk%l%&KYjC>mnBmEe z8hl7FbtoLE!6@0l^}J82k!>UW88erGuHnj~K7Z*Lq*EWTNTlO*3TO0!glOeap=*T9%s0tc^yB zNEM2g9f=(htwML==4yw)DimWobu>n;3QGt&4+U_&!E_G20jWLwNJl4)pXK9_H9NW&E^K3Sd=8hRSvlbPYE#Fs9f)^zzwWVt>d zv8`g%x3W4bej28K;pXZ)TY;htH51OW<*1!ZDN-`5K>MPdD;m5s4A|_<=@Lgnt!1_^ ze{@&*HYb6ZcpC1zV)ocIy#noo-~BbQD#yD*{v!Lv%dmZ|-s8uKW%#?I*8b4dG8~e4 z$3vo&;lXQMCtuZQX=2$5E=bodY-}_JfTxk>}4zjqTc__$z z<3Q*Tm5g6weIkh@GXANY(JTlfV}V)EyE{c>)Mv|3`&>Xq!z*$d2u)<%-JozZ_W%hc zi!IjY%M)?A!ZliYr36c?VqHWpmSD9{yZ4NF2})$!Y0q+$;&GkTWy2`NlM=#wrFy0K zwvArHcvphsTCRQ~yNa+I_cx>Z!@t!-00IT?o~d)@oMQ>M;+o6_qOacPrNz-FIWEH@o7vz zebzerM~rw(*2wby_9hX@)6R8MA<3w8<-&^(yeY^#czL+lF%iE=1m|B#kHL}yQ$*8+ zXbj5HzL(h-i8?`ibN3vhP#jdaBCkiI0-vgCaC9`PXnsiGD!qXN8EZbN-HE|&1y1R} zm?%^lJ^15AK^WRo{Wm3=Uc(lX^&_#;ff#fo#Ut*MKUyk0V*dBrAE%dT&s2|GMOxKH zYi`>>^@UkRTEK5xl&myWYS-J0x>fG`)-pKbLx_S^&QKPXOat3HnL^P0BN zcPv2KUyr-b*aq0*slMp}_TXG}mAxs>9z>7Y6#h1~gy)auJw~l`fbDDR^N0UQAuHkW zm*GHD}9kqhx`%&^4(he|d`mp`ns2k8Uul@Y|-3{E= z&4@jD>;j9w$aJRtJb4#f2vq>g*K z1KY#THUv3u=*~PO{`{5?cvYUg=Fs8;MyeSrs=D6rKL7v#|NjhEc|4R|6sBw;NtCiA zTa-4WEOmrrNtRSXN<^h(%U;HweGJB|7|R&5*(Iu*C8;m6l&!KwNh%>q$v1!9-?{gF zf9E{UIp;a|)|={w?s3Bo-HEy65=QdOeGyc%*BA`R*jUl=IE-cGwocJ~t1rJ8ty~Dmlft=?7 z>b^I3AuTZVw=%i|BK3NLRO>Ks=osQ(7zzSBy}hU3^9EcPln+e{_5;4e`o;!qI7liU z`utT613u?>aGx1RLtOPo^yp1AXrym#NEwO-i?nB^*G8gY=g^)#^(Uerl+8(Mor{1o zoSK-Ym=M@xLhWX341~P~F1gd)VW2fMJ9XwH2BrmdOe^_gpm)dGlb`W1FwrPA^^6m%2ufu&j6^LL{u(C_d@|B+n^Oj+3r-lrx(=+8ypCz1C+`F1U1>O}$w98rxwx-khF zcaffr6{Nx5$*J8xzGQ%L(*5}@y;!hl0PWP*SitQ1&-YXx78-_oaXH7aAl)ynGx9eB zrWed?e&0`nIap{76H0|DH@wK)-ZZ#cBJUph0SkN$ca!(;%LK{$4_(>ka6l^a)cboL z2Pam|g}G8VsEEkAb@gy2%xL=^HTi^|P{QCYqDlZ`k~kh6&= zY2d*4lydDC>rA*+X5q7Hl?jhA^BL}=Szr}2u=njm4)`$6BK2lG1pTM_T;)qH1bxo8 zZ8}H*<-WhO%RJle%c~#lg}HFMpRIa#LoNiIYwEodiHB{mx2~x-Wy9d*@9OOnS@57M zW$s-|HngeNiNvyU!7AKri`xw%NSO6>NSz`9JAZ?I(ta`sJ%6NPu1$vUGr?3V5fV6? zd3QezB7(lPUQN;%0g5o}vH7(G=yLm7uo;I3IfH=whG9JPOI#GYbC3wuuN^L2&mcp- z`KNb_@5oSb!P7yzi2?x!nfAS7WVjM@yL}sx3_V?*X%}vhpdmBR>_8?F!dm|MzrIQU z+m2ixjlNva^wumo{u>X2i!m!7NJN;-^qZAolEG=~>v^?w3J7FqW`BH3f#&YYp?Xa! zoHP2}9FaqTft1q20sIuGaLMqE>nB0#lBA$Jmk4#qB^`c-1Ze#HYEVKt7aX%2)W0SZ zAg5Z=`q>8(kk%(N@lq6caX>u$4vPZ9`i)rq-xP?yz<=Mdf&zy&d>%EIr$Cy4Q&Va$ z83b0^e{__QfEd!As;EbVX5qA(DiQ<;*Q0Zyx`+_6uQ?KpkU{WUwfA5P1vbtdYol(Y zLSpyZaKDRGXx5ka(D{!7+gnC+G!OA`JjGlyTu+9fb$+L|P7r}WH^WHU6JfpiKXuX1 zL`Vs^VyDX?L!z49t)=4>Say*A?Q6lqnSNrU=NJX#uG0oxY$(7`-Boi#g$%Oq?Cnl0 z6QQUhean|_0vMRZ{d$%}fCt8nUo3M;uw3C^)FMfN*1^Ej4GR?TIWxceqzM(oquocM z&8Q&Np>*2i4+TVDonBksMFx$!;iWn{30l5ZrChs11nQM~Lk}hizEv75JNZ(eK*f4h zS~m|;T$>E0U*t3}WjuY4$4{2KeZD-Z7PVtnyR%me#t0i?}G^WdZA**ELms6ch9 z&a%*!LYc8d(4; zDOPX9#S37uW~{EIGao8HP+SWN^T01_46H+_a2B^z-h7e*{sjg@+L2Tcs$BuWxB1ZK zXcC?;T>#%LEfyGw1>oyh_H~q70K0Bw7%3+gfU4T1L61-Q;FbLdbG9)LlrO3)%3!I` zKBp>8xM^V7!^wqq9Gi0!_cv8c^hXfL*q-DoT z$UsyI6w9ci!cxci?VTU%Cp}7k+txx7e0WCMm|jeR2oG^N3s(|M?G;$H(4uBOdq<{aO+`gNM7*flEVf1XwY1|D=(^>(k3UtiuCDShl;ctzn1= zePbdYDse=x>TO+7LLUEK;MlJ+)IS1ri!-MJYekDSB4#+6yDAw8JLfX+=Ov_dR z*d09n_UIh~JbIRG`wl~Z8s(Dc2QIl_=ruoD7LA8SrEy<>9v;0*crsxw3y4zB|Mnln zLBr3f(?RCh;QeXmvT`e|Vg89#G`RWCu+Aqv1zN-+>+5hCfX%r+anm3ZTqjdZ zg^p&zu5Hd+ZId&>(>`tBSXw5uUgz%pw1S2Gjr*-@)v!>%c4V`GXgWwQrN0ewNrjV# ze|LXRNrGGH89Ii1NsuHgu&yvQ4eVdjkVRc4bx$>bF3OWH5EKZE*slCN&@38c`kaVlR<0$am%L1X|Ul!n}FJ< zbO=y$-zfYw9U^zGA--}?hi5Zt;UfLKdq=SI22WxN^e}qTTrMO*>-V4e|0yQ|cWK_@ zoy|;eXR}OqgYsOjd||6IR>0k=1%#oV!&ySxn_LM9T?ta{5)?V z7;O52m>-`7K~%eI@nBC7w8};K@Fzup<#YM%`2rZIDaF32-x&>?+E%67w4y;^x0G?` zCJa<+(A&co??8~>LG_Jg;qdBHoZ)BVV3@uW%G|va0BZ=cTEv|<;r--BjLXGf_!N`( zz4L82PnUC_h8(#IrU4S%8u3WTD46ubZ;k{%$x|WjYa<|Y&4-MKq+nq6A3L037YKH1 zl1*v{Z-VR2>GGK^SHMR*Pw%`#00^0GYrVW992QL$mDR6Ag0^Hd#^6~Lt~Y&6NmfvPstM*%}H(+s(W;)C9t}d&eI46#BxGUn<#uxgM|}(KVy>)C1n7G8G5X z{GiA0U`>)rFwpOGc(q!GfLq9rVwF)a9KQN%r>}J|$d9ix8WstJhr0)ao7`@~Ri*B+ z@mfy^#cED#XgLAq`rK9p`e8Kce(Y3u(h;~6LO|jd&x4Z8d>QVr8?>80Vw`y31_SgH z2M*g@1V53Yquc&F34F|Px#ezUQ~^bgRn=^e=g#}DZ&kRXP8ltxqzIY=Muc5)`I^JmDzCs&&@dg_GvPtlxsUJGILv36>C0i z8iBm7SMKH*V32^-Rd04*EFyK~?1_9EkK8Cn&W{Mjpohg(G3~<`^zw7M!`YV@#CGoG zdNyKEpPz)8?W-7+j`=5P)*XwI=bk7JxWuEL)|5&g-$XRw^HBZLmK3zjHwGvBC>=#! z+>f7Y1ng{B;*z|rFgmi9{Pn<8ZBv{RP7{ZOdg}JgZp=itbn0T7Fj#bbnDzP0 zUo6_Apguv=%|z*+_J8?v5Qm!h&k?%9vXINAK$V||veCKh&NK@?Jko4cNmn$@MO(H0 z+gA2H2bHaR_eWtk8~rI)$+fc2MvdEDWD`2Gk(_J_P1!mJRqw>f)>-2b&9K(#+^bxq zzs5YpWCIa-r`@Sj>n5QH`GN!U!er$B=^I(ChKP3XUA+tA1l0KC{VNQPfW}6CPPVra zP%W-TXxC2yBK{r|tPdcgBgP?e)*4h)($!*n#5oU@HS9OppPG*pzyH3H9#w$y79ut^ z=@p<4j=1@ifjlHgi}loaN=4y%HC%@pD$@PSP7+kjLpJL_Tb>pxKyAv3-PrL0G+|4X z@eZXSH}^VCp;LuOd$rT)x=Il;i^h+pkP1?1=V77 zxqIU_+E@{~^!<=_^l%Ys)#2~`zFdT=#{3pqa*9#H-c|{B$r4moebFevx&+;@(NKLq zQGz6Ac{jm_bQG%n7oXKnM>8I-=?!|kb^Q+EL$6EFki#FRs#hgw;8B#5f+ii!(xBPL zl#WgY)DsgM>FAfzIVXReQsh?Rp4BPBK&m_V(}waHs1L6h@;RssG1>3li}f>50p^&I zffECTZk^~NZDAmTOi^>u{!;Y%A65O$d?~^@9(?-rCIj6yIhf?r&OqD{Qh7mC8G3U1 zTYA@E8HyCxNIg_!9)^a{=qC!7OGR#`P2~0LL#*rxxt8qMw4?+%im_B zY2QObylDFl^))_V$aK09hC&NYtJ4TTLiRVuvH~Arfg)EjAL~L?dXdAAp?R*Vy zzjji;UyF^j6fO4gm9UXJKpsp=?pB&_vDDvnrk;i8m_U&jLZ?&wu{J55bZuH7O z58A`?_wsFG(N!*LXRK^i(Y z*3U_EkRMA-zJ3!2i41yHz1q*?@uv&UFPVdCcI5w5Si?n+@AU1V=W@}L3`g${t8ygu z+e7sfFAv#k`U-?rc;5%$8#mH8NU2M%AvT(WMvD@Ybub+CIH!FjcaZ0&O-Gw0%|!*? za(qiET=em?sE5c}9{+B|VIyI@`1UYEl6%Tgq+f3@C&HbJe(6uN;2U^#A%mTb{>er1f<-^hG0G9n z8-rDPT8>Vcei{DN%SC!+A#O5!yz>NoW@|H#&nT1ZX$uZ=#*{8e^43cSGISrt@_3jL z5gCc$pyg{txnYkvC^F4DRcx78w`sa;befB{1?(nh`EwCpRoZ3gC=Ozzoqbi?&PJWT z_HSFg!A8p+ehqQ^*od@vrpsB9jhG)5Z8A2nk+iM*it{}-di=!vl71^2-LrooO*7)4 z1*OmoidF%2I zTPzbP*=221(P1LR*xYv7P_n zyv~~r26D3BD)_vXfog=ux7EL6ptd~uBjYM%$d%hTIIy=2z2ohtdNo$Af13EIY)IBHBU4s6p%)LKJD?wJ(d(Ns>l%RVXQrCG6m!Q3JK+@_g zL4E16j1TWi&};Ae+wu;Sp#9#W$MruIA!8x`8^O*+$j|K7PqEHIWc8#>^)Iau5khST ztwMNn>|gbRIBp?2JT4OY%c2mSg-7jTp9+x@bwi&lvk-A_DWcPvG!$~M2A>#Ffb510 zJKK8m5r>;FxfGa(kesgTDuIeTaNpa8VtI3zzxU?5IV#G)&oGYUQIY9%46FSm6{S28 zF^yiPqLEVk*8M;BO9!noyr#r{51ex-ApgGVdIE(Maxc%%*29gp0}LevfEl-d_EtFU^>M3|e3Kxm~KKX=ywSD0V6e-9Y;lcUjSG{7^-0mvkI4096ssjmu00A&~<~EzLr-nnw0Lc z;sovInxd4V9pTB4miSsxHNZ$mb8KA|(CGSzyRgO%JZHUMc>7#|?8Ua9OTPY4Jl%Jp zvNRA5A1!eR9KH>*b{Wzqx^BZhd0~g*kzlxeqB?EiN+7VMaDu-z0^o>%&F7bse&F^n z@87XUen70qoL=)V93netdgDFOppvaOx*8Y@GhGL!2ahCxVsp@*hJ6X(ns(@3zG?!z z{Op&PDVG3Se5FN>xyC_*y3>oeeX+2#Z;!5wUo>Rj@uPI~VBk`daHHE)JQys@b*m01 z!KTy?6*4!|;cLG78?p0Pu=yxtR_=&}pvK&4vM?6n?bL6(e@F-1>8dDi8{WIqDgMGF zHWez8UR=)pn*zbHb;qK)NwDzX_OZO-bU5G6uPNG;2`3Jo(;hFtL9sn0!+iz^Rsp@3 z-mf@VFPyZbP=bR1%YNqZQXE`pQG2KSA`^;s=gxH;$^@B5;YAlVVnN{I>#b}f-aA~^ zQPsK{2e_xJhJ`saJhe9ZYL5pE!~W&^eRx=G35bflp94OJrJXbG=D?!3UWVFeF6`Bwcr(yT z0)58Lp++tl)b|MsSoKoip`Yi_H#aKS|1|V_pq~fkn9~(_umrOrN|i|#FxM# z$>LAMr(%dW_I0MqvKTsRlV16fioyEEQQDcI5~%t2vZ1Jm4lYM*=Rlzp0_2@L80Mvr zy<1xC+ABKT5^`|ea?k)v!0U=L;S~|G7TIf-Z(xHC6o{1E# z1h%*48Be?`hM-e|##-BoLBXptyj-yun8D^8%yco#q}U#+lr4dn58lr$l}cdbt(MqT z{u0nz6XoEWT?_+7;vIYVi(&uvA(zw>MbMnFT+T@^1pLABH|P=#UdcUw=BGddtxc8` zZT&(p4^PRjxmF1GV(e{vd3n5QJmC^}nz#S#HkCO^gNm@ylU{Z-c<;Kk6lE2FW6_D6 zvE_Vd*?gRAubl@{Yb=PYwN&U<`J6;h%?HJux~dZU3P3mOe3tgz0=PIVM)RTs3XdI6sXW_b8fAD90dd|<4t<(^FXPq z=;a}10o>T(sB~i+4H#RDcQ12kFg)yDt2IXhiE$lg30}R;PxFZ^bkg8f@{^WFH8gm3 z?}W;ZEE;?hj!T-lN`nLyT2!TY5v0r7)>%#zf&cEk2U9$YVJRw@X)jm;`s9BhUssFa zi8cEDftSw*kxDq`!4gm{^za;7=J6Wlcg6B?F`P)Il`VSFL4<8rJrht024kv@y7gcxAD^QGSNsZzj4&?XNqmqL%_rUNf{w&I|szimGQ zIuiZe22U~}>#~~Ylr0M?_i@RdH7sBZ%~#jIWI;)Mp78A^7F<(}(ff{N!A54kPXwCxM`wd0@;Y?6)QhWWoybOBkPVT)U#)N=DdSUej7F;|kA5m(; zf+;s#QPvI??7+odv}ZFxrHPdNUYrSQvoaNyzBAyIURzazEdvC`RP7?;OQ9zJkEz6^ zQXr1LnyPkTKyBQJRfj+sbbXmPNDwZA#xqSf?uwRyWL1DsVgm#2eRVT3lx0Au;A%jq zYAO6n3{a-J(0O{&oamKZ0#~q4Pll08pg2Zt;;26z^u8XN3|pdueZzjG8JHoXd<%h5RWXIq>J#tQr|aJ!hJ%=meNO*5-UxJQph1 z^H+cJ^xk7@rT|?t3!Lll#LDC>kZ?5WnUuSx=IrNRFI009606jygV*54NwmC+I@6wweV zm83`xDOM&`5Z`D~9p(y~tBYb7huB1H%l718`XzrWtE_c{08*LmO1 zeShw```qt{_*BF~x-kIBQN~B=C4?IRezlDv>*YVdrDrkT}*%zGRyntc>G{Q zrQ|wl987GBDgA2_0|l$pXmjL9P}P&wjl2{AY1uhD%%(!XehdHiWb;5+RW(KqiVuRE zOWW7Py$gegncYfCY6LiU>Y+)e1_83F4wUW%0<3iljnJxyfa;3g_tt;Hz-}F9iL3Wb zIN0QvH`ove`$w`{cWL`Usi_&G(Ze5nJ6yXC`-MQzNbUy5mQYyuc~xF9DGa6y4}LjJ z4Fk=!8=3Dugo5TFW4AuLU@-L(a31Lo06U@I?t+#+py@td8_9J8%YDUt&d>Zooo`5? zi4qLaRtap?i4ahDamXZdE(FYtUUEn^!C=t?;yHIPgW*HCNp0oRWgdN?+&u%MSf zTkB~He7p1loQN~^Le0;_-&bCMMSWiNO@b^Wmum7-U{zjJ~0%iISP3l97jAaezh z+dgjJaqbe7*9G3x(6s_Sech27q2*ZKU!}LGV2*nYy@=s)t~md??%$avA9VQ8dsgDf zB|Js;Pcq~)LOwSpCniA*_{>bB1au{UukOduz>y8my@SiYk7IyB`4iK53`;DJ9rdjG z?tq3-i?1WQ-O$ia!Ohmf2kk}(Z9wa*8p_I0u3juaGykoex zfn|n#R)2H+BrK4Yqk1LS&Jk_Y1!`}|d7!^{%a^om{x~7gHm)2Lge#TamPW4#Lm|rS zLeS%zcuIql@n}O3e%H&_?u_(9Ep5>vPKZA)#GhLHh{WWE@*5=*x6yD~v{PbZET(q2+)OBlL^WlPrCBe-@y%k7o3vE~ zsz_%9IM@+TsP?FKtYai*t}Sgc3yVhc0cc7dv(;dM#ba3$o|^+;zTrs6JKU}h&Z)NVcVCxBz%}~-sRj%3hJsC%&eB7 zVxezHOkybsziLdy{Ypwi+wO?@73k@a2=&H!>cY9m!}gq+?6f}&v+bHvbgb5cYKTIQt_`*HT zsdg|C+XJAb{Y4^Hdcic`$0Xb`+pRyiK*Y~qmiXzfCgaD3SGxl?Q}E3?`?%kGsMsTQ z)cXx2W69|CoOO~Etnw=g`C3cDQqA4l?fZ!+cR}c-gaHvd<35Y*I!eUlnIZO zP+VnfOG0zCcnzg2BGwzIp=TxuZ_-1Y$6UxLzc8EB6i7i2!cf*?3>6=;H&#!*PDY|% z*ypt=$(W3jY8OVyc(`bV{E=7^UOuUM>7gzOyR~Ojj{^yRzGj~sZ6@LAggJ)z3o^Dy zH?qkS6cjAEZe|poj7~9)CpR}HqkOnZ%ll#8KBkxZc|?$D5ZU<=H%#jNx}8R~b#Epiki$^~bl;Fr#wJSYspw z4;Jh^8#0uF13{uAACgmWabvo`RpS(#O^MPSw@AgQ9$P6EF%_j=_gtu!NyiLnooV%g z419e?GWSwI7G4S&^X#WtLAA z8)FYgHXQ~I_M5~nR@&s_p|OjPo_cdIeSCi2%7BCJF88);%5sn^q>y@k9S5C$?p)v+ zanR0t63Je#ZqmM<2+^IsGxvug~ z&ba_*R)6tHJyd{_xdyD#mArgd#dDHQ0UDP4ThoZvS3e$mufN4H{p@Mv%Cn0*OmI+Jyb=*9SIvt^j-mSX&x?>e%DS%m9;M@1Do7NNaM z?eu$xB5ZIdd-kig2v@Jk8=gH_j9O~nH=d|0Mt;*ZE2KGxh2?9taR#5Rw-suO zc4b)XyzSq{{xWP5GlC@t%kj76Hafwt92G45b0*7p>#WK>x%NOg)}Ck!N$x7czJ=LB zT3H#=O7)LiDlNm_ef%}sOUh8_fJ)e@k7ZbM>u$BpzH-#DDE;S?P>$K}h~I@?lw;b{ zp|2hT<#;MtVkp$C93wn*Gjtlua6ztVK%}7z#ay%Gw=&9b^2VBFrO2!Ir>-;%@^nR9 zqOIRlj^Cu89f&t7NA-0!FHEA#u|MAz6EBxz=wAaxkD4+}ZLJ*lA1y^K=c9Jk&85h3 zKXv$_dnq<#x;wt|C`CR4Nu}OG9-oPv*i>AKe~*6_l$|QYN#T{RpBt7T#a&_E&7u_7 zulv;Bexn2#(Smnv-W8*}KX+YELoxo|5gYg-vKSptC_5i)Eav^c1jUTr^SG6B*>&D| zXb+oj@~SC8)mr5UHy#GPswty57h}?0Gp*(EMHs~YF#VQk5k@k+KW^zNM1``+DCTD# zjvqQc&5QRrkSw1n%;^NWgGO6rci`S>$uVqjM&2P1#TRro$(^X^w6^Y`g&l#YJ) zpO_09?|n$P=vBqWdd6X$;0QL-GrBGh^|JB&*yWdtOF6h@jX+(^JPT>xo~g8PnP~F) zzD}JE6MwWEu@%f@;O9=#agFN?JXJz)DLu!)(4AjpZ3zr)N$^?SRLVg4*VAZc%Rs?q z0*!l=j!%EpPwercp<>ncd)$Y4DB@H1_57whbn_kjeBov;7BTL`5iaK9{V>@Be_C>} z#j`!uK`9S~TSC4MxaHui@tKnZ$t>I)EoZz-F9X@U{<-);I$FHIJjHiuNJuqcU>?3TIaXHj^~(~Y#QJsSCAG}k#DCZNj_>WbB~A-FSRiP!I&0l2_;G~p`jg$awy z-n=O{H1+K-yrbfd*_FTL9=!F!V)~9Z0sQ{hw0J(cLC7CX$$srJN>iL zyQMjZd85$$HvY!uvp8e+z`A~mA)c}-8eb)?0ej`z?Sigo0N)n6cjK6^u{XxKjW9NBQUa-ROp2|Ehcp$!!{`Qh1h>O$^eA+uj$NA zKMNs3CmnYQy8vzA>r~Hr7g*2tvm@{2C181tYP=7yg0PR;zsFnw9K595f7>a8Yg>b? zp2;zktm=D{_D>I4^#zSxd(VK%_&~&Yt_yr0)Zuu8kG4ro=%4U{ zwi7nXl|y~NJ6Y~Pe6$bP_qn8b5BY(s{Jx&QV}3A~BT!x%bQNY;iW5%lmtoh+4dXiB z9l$0odP9QcNl+P-ZA@5o5j^PrR|6mO-e;^w%@bMy;5Fb{WNm*F_EyB_5E4S6%{0;S zBRLdquZB&_kB2~u`r(Cbi`PL#q3oQ-0e{$7GWaU9@ha565!a_#yMnpMADu#NC>r=q936@CiiFxD ze>#i|3GjDjiT*0TQ20T0+5S}_0xD%=*TRcv(C=E3f8{_dgp-z}wY$W@X(^i(FPFrF z)){s{p?4h679ZT{DZdSqo1D}JzD7e$h0%cflPJ(rp4_Q*odB{N&29s+cpY7QAqwuF$LC+N6Cp3)^?&L=i6D7-SX6x%8Jf0ky8bwj3~gE_ z-rj2{aJB4Fr`TH(eDB{#x))e^u z*_ZJ;h6(jaElZeuC4bkG;o{1%>>4lW5AHE(%* z{q&8GXD_FL`_t2>G&)nkz3$X)>xmQ~xT@DC^QS;X&W(o4-BegNLVd^PPlvFO<`Bc` zOsESit`xJ%0^f{d27xnKuy1ARWikFW)>JopIF-GnF$23=tvRyOfZhAY}~Dp z0jJl-nW~&lhxERrj90E{5IAGAhV(EK#FmZ7ZEVPaDb0v=VRpID5!yVjrk@9r3c z$%Sm(a<5vS1~reaSl=-CNpYVT1H7N>8$1i3gI#6# zg+e|$gxT*M+kAuutY2Mz5(hPWG^7)Lm2LtM< z$tvkJ4A@~XEp0K%07}{0Ke=@bIF@7O!!Te#s`>M6AA0CewI+x@u0{v1w#t&@=`>J! zm~)|boCd);EsI-Bd3wJ#X7o5Rq3Xtv<%W1Bm|S;c*xq46rvHXr^*p4!wS4F9#Du9s z%No5tF`!+zZhzr527Gz{#STf5 zJsqP49*SDFs~@mtfk;Vc(^o+joYE9{xSY&{3YL%n$6e>TY9 zvlQyiVMC&Quvo$uHk`TYV0o0rhP+CK)cVtGaIYO?e0j-&FWIr$YY($v&Q*ll<;J?Q`=pV#PHR7KGIW-1>Wo z4I2y@4be+EpiCEDOt<8K+Q0&t1I!5dDHg7$W4q1r;nD>y)rCF|c(Zmf@2GL$^-#>*XfhjaN!0yi$*@5#TZ(+)5C`VAo5hA% z=EGv-L&oKg)ty%dJ+D%k z$p*SC#e=w%4dxNIH#lhXzGrZgZDAN2^e1ZlIVK$F?Tv2sGUI@ZsK7x+AO~){=6aM~ z=YV*zulqTk?nCi4FrORP9gWx=rThQqTyEU@$ZVJZKL3Aa_n4;&~gX3(JNXZ3EIR64|2?+V*8O$W=-I}hHq)8WUa z4vBN!bU3$|b@;bE9TF)1ecW6cub;VfRii3Ud!7df{d z(BQi^BS~_Y29-DGd)M;t=R4sQM!Yypu~(*yNCW-^;v!p{2IEVPJ_{JggH>m-A*3}A z*1|uIY7-3})QIFIxG-SS;j#ZCDJIknXg*rOU_$iTh$~J5OpqjZw(fn$gi5n_?e$|! z$SZzZW`#T-c}R$l@%%|D^>ME`&jjxsqlF0#JYRXN@3B72hJB~0Lu0QwU|Y54hr+>p z;HN+6TsN8z)Z&Z}3OZbn|EF%@wvZ17Mvc$K%Jbn<+a=n&Ne(OzRQj=5Dj&Lo_D|9` z^3J#4ug6@ZEec}%}Zg9HO`6TmcV;~%dfS0^R8v8Txql|20PK# zhY}BqV7jeU)kwM+l(wn!R~Ht8uAbzK`J-aM#8bILWyRq3LG(c5)?(N$OgH{^ya-OT zZqe$d7J`YcXS-!$0bEodh3b@X;d$#&TTf>`6u6jVejVh(s(Uo&g0uqYCYH{%Sr&l$ zhWGaAq6P4wPAcLroeLFL_a>2qxiDGH4U_Z9hZhUpNGRjL!@(WG2ea9*bbHUHSe`$H z*0?ks-@^fc1Ez!ri5yrIit!8d;edo@K$iF!4s@Bxs}mowVcWM>@wL0yFsi!I?4CXg zB-BO~o#L3#P<3B*|4jxIr3SLEUZq3V##ds3sl0pe9`!1T=QAVH*YnN7MyLYPX(Q;qRn;fX+TomH6GNJ4ieJQJ{n8XA!)DO>dSl6z}fMQ zk-2>;GzUk1I0q@v))&%lbDIj;p|1H=t`u+`ii|y3L4s^o&B;IK6G7r-FWp3i1Vru~ z5$O$NxM1<|FFqr|Cg$mri}OTyyG;6IjA0V=snDyVmL@>_#+ZMvYGUDt#W%Yn&!gdL zjUPGGi~!Lc>aJG|!@zu5#ivN8V5n7M2_=n$!Km&%>#f=mKr^UzHg=7GueO6lRzJdl zDPUfyb1n?HhDT*+r$a#CWOP*bSRibpwr)RV>eOitkb2|e&h3|d zKzksi%>8!&WbZW#8W6k&HnYxV(FX!SMR2P#QRW(`Zd41}{@523eLH_u#a;ng!&~)@ zFPvd!Tg``8=2pNLt@U`N%r3a9eB;<0XX$*#nTt%-;F_Mt+BX{%N`uQ`@+@Wo*}9YEb-fC zc?r4w74~=K}xz7d6=rwG*6VPd2;fq2$w|^?~ouOV7I{fgfE0_t#1WUz=-=?8h zy!qGqJk?NisM|XnFBXcf`%96Q6^6G>O7$+@jX?9vk{7dWkvOyZr<=vAXskVbTvq9C zEUJj`hkF+!;)9lZJ1XN6k+b~ew@nY?P-Vs^;_J`b_}NP2REc{m4wEiEHax|{$`w0F zj`4V+>(aW^fJEH9%HxyBNfP!9UGz^KA>%4>P3y=n6jW***lO^bihmf>*7@ftxU)dm zLb;xVcQZ%A^lC_GVjrH@qC&z`hh@0Sd`LJPc>VkuJo;HB%@#+&3f?yj zzEt_1iX4&J2$)Sq0dv2xWmZ(Yu|C(0tV6*lyfZjhMaBpv?%!%pGXC73Wnkn%#>EJ= z6R{;^-1o70d@6{7wI1eEU-hWC<$LFu59Y~u-@uWw6R0>iXS(x+9T^+;RZiZQAYArut37d&whL!LKK|OT%oj-NWoRA z=4}UasrdM0=(*jfwp^aR_CC4gca_OF5+70+Jxao(x9u5X?@1_G z9^7rSjf_%JW&Y2;kg>8$vfB3=Z@rrduAC?;*8TY_;j<|P^M{}Ao03XFr?-F8iZ!U{ z+cGTSKTJl`)N$gd1sPj7YR)MqdDx??X1jrcJ(XA1q{&h7qPMKqHT4wqJ1%87sh)}^ z5$WAxf78(7b9Kj`o#|+8Mm{3UpN4f09j+2bQt^k?=3iU`US7Mb*2Xan7p>H{&grCM z;82{B;kyiE-mzA=U7dv=3D^AipX8v${O&^m|K;LS1p)my`y4cT-D`27JR9k$rn-(t zaxibQ`*x^*4k}L8MfaS~MJEEm|IGb7{2u@S0RR6K*LOIU-x~mM4W*(KeUm6jB^iZ= zq`N_6gouVRGYZ++dnD_%-+GOAZzEJfZY7E&qLiXi_G(ZP^?QGRo$G$CbDndqb3f0y zKWE#H=`xc(GKOAnC)C(cF#GlW$k}iz&Z+5N7d}YC|9otYhu@-NS?%?h-8~eXSk`(& zej63ZdJRWzl~ZwcWp>$v1}cg^-n_CPl!l8HV+wBXr=#N8=g)|X| zjeP+NPpKFzx7xx+$ zmgNv>9AsBlubc7UVqRvBNntM+n}f}S8CQ8Y@h|P3uN)tXGb4i^$nen)m;V-Z;$gFU zU-E+`Jft?bi2Ym4!`DaWDh&?vaIDemwB7|Cj?8WMwtU6I+G`)9>4|)l4Do7^Ur>bV zBZ-$Y>-nhrUqH|=Q9ecsy&R6n5R4D1)XT8s;oMrrcP9(MxV8lM(?vYYFwx;y@_86I zHlTf5fsYfeJsu|g+=jU&3R?r*up##2j#LRPKipwkz&1ucz( zLhlxBSt5A;=-{tUzdy3@aO1%Gm6upJ7o8|kKE%Z3r#K3;OIRpvFw-Etm4&r|TePPm zS-4!yJ=W`wAdeWWljqMyzwaN49^|ob>L@X2aUTqiAL%7bTr--8Z((kM?&4A-HXEL`0~7Idnt*IwIT8! z`)24!?k*XhInBV>HP2pjW-@Twx#AUiehd^H_*PMVj*hclE5elvXsGniHC@b>hL$dK z58rR1;e@Ak1L-0ScX^+GbuyoZTzmgJ|K8CsFlV7nRUjQ38+QF@7POkR_NT52`mxu1 zXRO#l#U)ZIRdSCh=pKLG_Y$3grFZl19~QJ{j$6k{Euv!W@jLoTN2xddkbReN`|D6|QMYk~QKB;5={w=h(P1bD?CgBINy5EI#5?-5vhicL! z)V}PYdSH7VW_B)+sF}Ql9myXS&sPxfw$ryk#9X`+m^nr`k%Np{Tc5g{*%(&z(&vw+ zAl49RCz|J=&aR1t{=PYQwmO@>lazxc{m;JD>gAww+&y{u&6y}%)>u=kmyS>MM?8lxCYP7)#Vo?b)pRlet=c25jET<(dJt~gWj#On8VJ0ysO zM7`Nzghbn&HpUk%Ff{e}ko|-m%JpuDAILd}PL`)BeaeEEQsOeyp@Zz#S1M%F&Oyy} zrm+86cewuAM%&KA8@LX`YnF&!gT8^Jpm2o%aFC2x7#k7*pXPVje7Nfeew#O|D1Y^a zsO@L(s*d|ZZ_9~4E;fMu-(%U^8?J+lO;vRG$BzDNMF2P9k-Awb>D zOYQe<(%|r`Z@wd9sUXrXX7XW-04kf)p9jojLd=ICZwaGp@F>Zdt+C939~m+??f=UK z$CY>g5&q;rVAgUorb;d}G+v95c%B2_%DTH&dFH^MmnD^L4cTy^y=Ud$cR9c#gQOHtLZ)n5{b=ZBv1 zVUobp*Oqgj@)lIlYVys7^C53~RA|LUGU&K9uH4{62Dy^QnH4|DV6mfJeyI)xIHD)-R(#r(NIYO+ToR8rwFi ze1Zlw!4D5z6{myCeN__^2|9>~rR-5oqyznlc+I3e9V!m`OINR!U4Y^bEKxYFj&fp^wJv&D}&Fg~Q~ zxl57@{!zz7LPt5UYvWzl_4OQB7p+8n?!y5+tFO0P4LP78p`Z2UB^#(!W{&?PxM0l9 ztX5vagP_fw2Y#yZK>Wx#i(YFUG|!qAX>!EvIDk_Zp}Zoc?JypjvAxe4Mq>$oth z)qPw~iVLr_>&uNbcp!D)pPI&YKI~QLPOUNH!)5Iw%8llHuM ztX=bWr2`K}X-m~h9&(}4GxS;ZEiQCzdKrLsd61o8H{^DX50)*;&Z}(rFhY#g*>jN( zP&9u%a6cbhevE`}IKhME_bSU}`CN!TFxD+8E?CzE`TAUA4wPQ1-PCH&22DRFVuTe3 z2Inh}dGWka=P@dwAhZ1@p28S3f7 zg&4Ww-#ZyRxa_<(x=)r5J`4U9WykPgo*F%^Ud9K-bd_=6SUyxuzs&we<3spa*B`{M zJm~cHZX6`=;J*jM2W18M`PJWYW8Hop1V(7skbL<-78_2~e^vzQ&I|NTdltjCPH$;m zZ!sLQnc%fbm%zpSpE~jkN}%QL>iMu`CD5EGH*U~X3`)a$MB6QkVX9J|64qG+w|pvO zXLlCEPp?2LtLr5YKN zX16k=ieT7k=qpi!56ok{3%u<-NE7=V^h}QntAFnnl}+HnnZn1{EZlh@o0uF|70d(n zvn>__r93d%R`ctj3lA0(I?L>yapB=(mfT7~-duK87ES4K;O4^h60MqSSbLLOOxn%@ z&2FJ%!kd`TX8eG)UX2Cx4(Y8!%`DKia+|0QVu6zRMD3?|7R+tsrO2DJU_LyfVKqm`aC7nnqu^=V?&Fcf4EioeB$&FG)2L{Qrji)1OkR z1+7~D>^O-I1xH2_OrOv}+W6bfBj$AI2wu1Io*fP5@7)+ocu$2I+qz|L-4wXBj5TGl zo&tv${t`d7lA+l@Q1mi|46#Y_wAU9X@O_f>qq&d*nI3K4uE!|goLc>$e<=m#7woi> zq>`a<@t$SvzY4%~hmn(vRzAFs{oQ}QiUen(291sk+yuQJ5))c#H(`d->F>FeBshHFk+MKXLSm!2eGWAnmuz?60c01|)oXLTa z_>;WGKUwf1-g>y`Uk(Jl{Cne?4-rH*>v~>BBFMDv_L_f01W~SEZHopG>Z<&tIBRm@ z`)bAgAqR6{{|fM8zRH5JOQRc8KV(2#wp})PMHWPFQ>X;3Z16kaz@a2(16xg_Z%1x6 z^q~&_d{`Ektm;#Ya?AwgvYZZ?6B*!NOtvHT6JW|mSKsY(3OqG9QkB3@f?MscipSRz zfPVTPk-shj_Qb{|c{*l5b3tL*E9VSwcFIyxmCt~OL=PEV;dJP(U9*a#PJn8P)aobn z6nInSyz1iU4R|iCDsdzw9)z!3{fr7q1R00v4WBTqbL(=UmMN5Ep?x%DR@9PSY7trHAGAuMjIQS_W|)iuRmV9 zeLymu*mP9e2fixqQ#btM0a70b;|eh@P^lBx*>IPjy^6LhbJJb8KC70w*g zwOnRs3vzLT$}j4yfIQYEnFf1-+;Cu3catq7tKY_;JFXxyo+g~ibB4uA>&ALMIfLX0 zf1U0!I}mX?t}>@=4u?BM_i!I6pqFeL=gG?pco>?iNSz+o>9ST_bHX0Uf4fJUV$Y#s zZVvLXZdX#i z2jSyAH&?o9graUYyHsT`6bX_;MHnB0ZReg2I;TaWR}y{G(M=KfH2-i{+H4RK6&Dac z<_F?I>+MHNM#E6K^62Lq(NUP(dLiG+wG4F9IRAu;?a7}4curV!8G`sjKxP! z6X%blq7Yr_zHfID28t+n&pF>fRqKJZ`ooF1?en`$=N4VZfc_?rAx1o2pPOI$ttB2y zt?yr*OpC|4rTIoRK5-~NTsTO)5Qn9|dn7%_qH#t$sJD7k7z*);^7o9cp{Q-LoP@m} zD*vJjfARLgIwQXw3lqF?Xz_tYez_OA+rRi=B;HZYgf=+1%CkYziAgLC1u zYFdo&SAnw&jy)0PZ1??L;vAO^XHY7@B_U8ky=u4f_qeA$@b-(-n zx}n1MJ;zEb91)s$AKGR{B{qUomb#y5GF4VQ`5gqJTImVLx>7eN%CM;w| zhw$+;tApRsfEgH^dZCyG`z~ua3K`SD>JY2Ghd=|>ox#avgLIHPUZ2__$%HjIW?gfI zOc;t1yF60H1nwJBf5+#@w=|yk)?kOnYpeE(6|bmz6%d zA#l!8mxUb@3`qVu$oNfW!ar+Q{!0acmsKjZ>2$H+adUF=ro(Iq?64`zQ)k0^w}+2a zW?8Uex_VOjjvz0S`VqNNEO_fyn|D~51?p{Y%4>J9;cegOoQ7ck!?tD}%2(n*l=5Yl zNi~6|OWx5+2H0>SbCxzS$AVQgW?>n}S${%FzQgPXXT zejpW|Whlss*ipex(nfs)g$icx2a_a7REYR+=+#<9DmWOYIVO!!K*Olt>=%&&7ZfcPLR7zX? zDK`s9dtHmh^Rj?3s{V4?ItvWf*8ln%kqK*#6nGu76?n^V>RSb*gQ1hCaM)%7+*v#$ zwJ|US%EwCyNeL-nuu9cuy%qtY;sW-h>Jnh4cg@@)f$KV5S4~{LM1ZEbBEO=}H26)R z2aZsZA?BT@11~TU%(u@p<(-a);fkXA%l}0~N9dthj$|abI$BzcF=D{(;B?>VpRw?L z#mRt>EpZ^Hyz^D=gIKuy;(*M8y)p3q`RMcAvQd!Q-8$8=I2=B-8l2Q94umhMn{)o{ z_W?7K95o@{1r!DpIybsG!gm{8?s9@R_?&o9c~~w0f)}y92EziuN`pUV;S&Hu(&xnL zPy2#bv#P557Iz@*E4Ed5AgFKZC7a%wSU{xMhF3zi#wgdjaM6Q{j;PqJ&X^FNMs6`Yxj1znnyr2kFOhQs&7_xVgjv}jVZS*=Yn>|&`3Bf(DEp$^ zE7_yBcLbuQlj?yjXCmHEroz2Al zV08NPt58oX1c_ay7NmorXpk(Wq;)b1^L~x%$Xtm*D}}QjDhYAe=kcjZotl7z>c@{5 z?y+cq&a4|pvSP5cHGQJ~K|FfOUtOAVHW58l&LqFTl!Q<9RNL#b z63`%Yc%OxC9Ck-r{UzLpN9DlzUk~yVa9hy8{=mRQbb8nMS4=n=OCLWs)8wV%yAL&& z*9E4d^BmVwqbmbL7Ky8GpUuR=jSE*xw520?i2u^`F98`#ne?Vd1auL%d>L_(fJ$0x z6^73fkZ)yRm-jdw3qBW$CCg->c!e1ezh+?h#`|BF8fKwXhtlmSoh($^;TOJ2HWT;E zu}4}4GcfL3djG`L4E&8*VIdFF@z_SGk>&Ln_@_^G+BrT8*T=^-A4tf-3(D&=l4^*k zVom>gMTCgjS8uk6_~c??gkL#hEC=fcMhcWga=p~(CuCS1wX*1dcavro7uSnA}Uil%jTqFE+RpVntTO3A>bCdA|h zvvj03jS<~a2>AAc9kmV#IJ{6<2>cgw(t<3Hji z8#1u*ip!$chf=UJ)K*z>!FAlfzD#MnFCK5Cg|K2G<8UOSXoz|)1`VBq<7P&qv3ptd zt2ymxw0a)EL!(%9nE!VzfEkGU^E~N*2~HGqg49Qh#chrKE3}o&KD-6Bxmzxu0rhBqbghHT_Nvk zmOXKs9~9cY`9fP84hoawIUUSMXxeieN;B|Oud!!Hpqd>T*V-AP!5>Q+f@s#$pKo%-&M^M*-&08^)4qTOK@+V zF!PDc2Hw`e#%y;Yyei5(qI&TbY|YSBPlkgpSNx9ZqrjYM_IZcZ zG?=-v8M|0CQ0Q{h|M{H;9S=Si?L9&Vo%8wAJHFB&>z&VGlczK|l6!#I(Tn*=wdx2@Yr2hiu*7f3{pqU{k`enV(Omt z^fwJ2*6182aA}a_lzq=pg9cSIUk6;~X%J28B7Bo#2>iu+@%ShMBCLh~qQF<(@pA$8 z0yjrEJFGUcp~IPf+Ztm0Y2ce2^ZY{=74}-!D2!!LAi+Re`X`?PH+Q}lZ0sz!uOaYx?*#Mr4l3+gEpx{#lmfM%v({uxl3{oC0{eZ>3Zd!!$Eu%(1#quk z>rzW#9`txbY~M9r0J#L3_Mt>F#7EAZikl|GQ|5T-1s@7rIu{=mag73IVg37;WKtmV z-u{C-+$rGSd_7_EJsB>{TYA40?E8c6E3Cd3WVn5XfAPU21>PUKG`m_y;HIT_sx0>iIPkyN+b36&^mxs+^06k5m@(jtnKAJxxa_uO;ddH3G$dGCEc z??r1_f5yIi7Gl@R) zv@i$s2j%y*N;1Hpna5PiA{z`Mx}8OTG2pc1tukphCN#QzF<19s!lMt;jaw{oKs_^M zT^*AFt7KEsd*5b3O$WtfT89pGx}w1vT2$!fN!Z@vlL-lKg7Y)xROp;8-`;FU1Cd7s zHFC{V$UWRD;`ovZ3orF|=yOov8u6X~Qye)VUXHl}Qj}vx?+nkP5n% zVR1B7B6vJ%Y8|yF!@2JBzGj|e*ub@E)7jPxP?dTj)Z9dZ{?j~%Lz(Gtf7U|Du`vZ& zT2vJlrwG95zUYrdanPUkV5|6=Sg26uvb`okfUi;iOb0xY;Kr&vm#@}|(E0jUU!X@K zZ1dIdXV?&6wRlHov0^;r*Wcrm{TBl^Q%={eo(+S{rNVNdwSjQ+SR&k641-sbM?Ale zMgdX!(%+|ommy_TLB%pN0!)l$`G4IBhH>>v_SgMK17!F^fQ83fs13j2LNa}toS8am|7EpF5UtT?U6wkxma?)@0dH@bh^{nLbgJ-siNe2Q)86< zxl=>*f))z@C%lm%Wrdf_G#8`pIAE_@)d;}2%J<=vp4MrUoz`FQvbRSv$z<}Zk_S5bZId|Z=8q;ka?||w zAxInVz5YQo3ax78q~!80qr=_fuJ2?*Q8#sqPT8+eG&A4rv6UK*T5oE%^HzqVbZ@(N zm{%<741XGwKN649BeNTBY$IUGs{Rne+ez5n!apQnoq!w<6YpB(MWdoiBG+nqBsy;i z{UQ{18B=_^3`Y_p(Y8L3>(E#%HYf4%JlGkJmu`#P_0mm5QRVNVt&>Uku8t|e=beCd z%c#g@9gB7`Q(=V(@wjEkf1>ew0&aV%nx06LD~GH92q;jaY0?(^b*@2+uHVTq{Mk4nXn`i z1}CvG?M`*Kz(E{|S}>c*Pz8?l+3~z|Y0%wyPu`TSj=C}M{Bxoz&gMEb^(mZ11B+!d zMTRFf^yx~6oesp`A!im{g*8`r@AJ2OK`p( zA!KTA2C+TSZ}-%TKy01vqq5C_vJ2O|lkV$c{Z!+Q4=Sgy`<&Q={wNy=eJQCDzZd|W zo!rI-*F$02s5}30>SeeloBde#ax_?<-SL%UCK66A7#6;g3kRE!j~dtQfV?hlx&`kVZRi#G*-ktN_;)+zL5qYyZEQbQy4sMq+D9?lk zvs+}km1(epT^;^4AsZA}bsWq|2K+ZYx^+!B6L>hsB9r)YA&N8n=i|>zAn+ug>=w_3 zwEmEd4}UVjb~<{WJCzBag2nb&8ZqJ3ZngS3wLFLjf6SL`TL8ZXd;1>pv7y1Z3k-tT zu;*+1S?*RgxHTkhjl9kV(tL#Gs2>|7#T=q%UD)s_CuXN$QvrDPwK|&{&j!Iw)_Z@6vtfoxIkV+^K0I1w)3duK59CgUe{Oujf^GU@V*@X8;dAiEw5RKG z;Xh;tbA{%C-UD|!iI)w%w=2FE5Lcpte&9em8_b+V&Tze8gAMnAN*y6Kbh@U!lw4Uy zbEshqCl`PTmqKTvc|J&^?v^sq0*K<3tDM-uhDjHTbx-*UAxJf*+R&*Gj!qK(sJj$G zAm`Hf(Y=LWB%=R(-7_{=MK^XNB(b5<=$lvGB{t}(jA>naQ3%k*BWV|31Ql<}i6?A} zpj_rQh#V{e?+<=wpR2CUWUtOavR|eHw&x-sQs~^Q>2M-&ip6N_%{B1QUV=NHlJF z7F?Dz*21Jb=>q zDLKH(t2wV&zyJa1-#0}1vOzc^c3agH9b7`BQW#z|*t0*TiB>^@4Rib5cMoTR-{Zp{ zN+&6xswtQg+fD<{x4d&kXXsGSmw3eD1s!TzU)n{c(V_ipK-jriDpU(I2OBR?LHQI# ze_ksS+O95t%k?EejjCApf2L`0@W-c{bIT-9HM1@iDj$Mu5YjksZtGaqzk4ZA}dw>~5D6N0AXfbnSiIIn;HU2vaQfMH5wh zcXF%)&fd3vAH7Q-`By)ZnK)#P^}+$Fwic(*Was-6+Y-)U{Y`(FjN=#4;Wf#&u{a1T z4`k_tosK|e*T$44u{dNUWxY;uBj8`rorB4Iark@JhY-8l(fH`<@!wfdvA89l5cRY& z4r^rB4{7lda6$B?hr(DQ?uuo9`WSKr9i25M3pvwq^8JXOjeG`XcRIfDA1C8~$Lo|V zJ`z#V&}k-GCJj|@j!4lrq~ZAHR-+_BDn`~+X{xSC!_=u}w|$f}Y%Jj&>3K-Rkv|JD z+EW>5c%y_cN6kcuuB!E)zEW`cvE+n6MkYGG@(h1%l7T}VQg#|_B5pJ#G#?fs;+?*( zAbkNMYU&EUn|R>!R=^^Y4~Z;1ve=klsF{s7q9^Eu?6T%5Tcw$_>>4}~1EQttf7 z!=1a_`yYwqqEd3nBjPjz4Ncd3muF<7NSKTEtrj{yA7gL)IR(GnC_3F?vhn&$S_8xQDEG@Q7##KK1zCvq?D=<$RB?vC<30 zlg%Lt8QEcY20h~(n?f<4)#r5mL^w_b6>ggI^TsRByx))+C(uD{V2(6v00R!I-#h_V z&};s$I==1#9Pdsf>5ut9k&lSHso4c6vQ$(aGV%g~XJm$8_gP>Re~SDYc?@DnMr9`k zT|uCi>!p!kFzieWgf5-SU^OsdvGg<=!c+|}iKoQC_DWY@;Vp4csdUusc0n9OOOL*_ z6pICc8f{@lLoED$`1zm4Kr{>-GqM!kL4e-c?$IayY4CdU;lrnIlb~oR*Qi*H44H0m zv%fx)!O}T~^I#$wUVp1Qc2A!SuKl79tT&QDR%JGd3rVm{OZTvIC4yErNi9?<16q{# zNR^zUz=U46e)>98w&_mn_B9l~?9 zkFBKp+`xzdV}RmrR20lF76 zS8+xu5Fn1@PzYCjGAM5jF>MVdLUYa`; zB%Evp_GN-~q`X}Jik|)Zv~)PPk|02sXL{sgI&6y)Dfn~!3P{AN_9~B)V9iJ4Qxch( z&~=zE=(au;1V$44Z(Gx#-T0>K?NS=Fh24F3JBJ2q_p>v%Z=`|EQpDmb1{IDQ*0q(c z%-{B9aBBxO6C6+Ku{W;p>E9nIi-wg{m=N)7s#cFqfV+Kr7ZJP%p3PYwNd*hOh|BVAN$|3AcbC*$0*DzXo$hU%)@cdfrA^#dzupRriaO{se z*iMNzE-9Xe*y{-a529T_5O4faQ#}EVX=81g`I4Bv`G6bwmLnE3l}>sU`QrNxG1{)? zp(xwb{^0OjAbLJu&+K30gEkhziTZ}VSetEhQSX@_vfl}6hs^k6RzE-0nfEeoOH$I= zpb~{*5vh?uT=B?_eSF?;30OIIJ@Z3F0(#Hb*=*Vui(cN!h5WB0@$`%2$!i^v7-4Pp zd-7oGjVmQq|zoEDxTi^nxf}N!*7oFq=ZxGXc{5&Yj$5Y#x!;qFI6;a$n$G8u74K}>a!kf+~7eBZ$@JtQGchhtZ zZqzeozPg)>tA-+nYI$>U^4ao%qc%)j-Fo%r<^xRh8Su2oKFh?n5AK%_N#tTmP?ur4 zBnu_!zvsL>^UzWFH}gkeK7NMNJ6`Q%;|BqH2X_q{MU68e*X>~A>RV~O&r9-gFQ3{M zSBZR74`FQio}7n%x`87RiFw#oPt+N+%E#KdcTApoA|)aT`g?H!=D^-&lX_5%NkpifIQSLm#J>unTIFJ_xqZTvM~9epzOEpd1&uf z(M4G4kLS`_udfI5aT~``k!rI7rfG&oUmot`tv-8rdjUp{ZQ@!d%tqJp;BPML z3h}l6nok2VMJVo@Gn#&<2;;EX%967P3(JbH^=B8N%H2KJ3(0maxcOEF@>?uZR|9fG^F(vr& z_QhGnsgf1nEp-a&Ex~UiZ12U-#rXHP(bHG)#n^k=;%`HJF?#2`cUgb51gmXaBP8yW zprX3=Dxttq{ITeAVfAP!j`Q08rqz_8VG4AZM_(m`!7V?=l(bz+u=y=)99$^I23ztq|J5Z}Uv*-)+Hf(x8(uh4 zI#-O$f(m^$9AS6m%}ATAGlj zqHY4c)|u6r_mDoN4Km`%ckbu6AKu4H_%(Ngq` zN($OO`C}Dy_6mLk{#@>gH0%gM-C#y4iig|^zP~CFH*GuS!Ko035`+5DJ$qvCd6|$K z_n!!KJ=iMcY!iX*9LrmG{EWb}X}ktSgOMmQyL0t<-dObICvfFmiACO@Uk{gZhvTW1 zwT@Sgc;MnTkNrPiS)uH$8yO>}dw`$UAZXLV5!m?Z&l#s~YuI9@@+Y=H1N!xgTJ^4) zfnv0GNUP)l>>e{pEE3m1f&G&=KdnB2TMjaBE#Gm4r^X`@=j$(lg;>IyLDgU&JP!~| z& zCcjHj@I|(Sprc5Dk9-9Q=hh~}VXvOblMmD2KYBbXSu-6HihL<*MQJd)*Q|NR+cdDV zlsI?BG#z;C;d1+?G%zgu?}5~K3J9_WqfPjT&>u!nYOErI!oK8&yXF+&_)KeK`PN#~}%5d#G7q<4Hcl@0lyh73$@XMs73-avXx2lf7*GmJnw zlwE73_bg?@v`D$Hn|=<|oI9|&kDddOmCE!XO(s+&rx-*sbD;LTF<1Vv9N;*VpAfN{ z0RuBfHyO5N0b^OthxUdJKbk`YCVaDDB&+<1%C#I&yfO5LV8Mi|A?rulikQG5F6%?G zV!~@p3Po;x4pjPBGMwYHLG83+4RwwV`-Q^E!%wNu;!>~pBZ3MKxYj*B%$)@RRGm7W zW7+TzD0&y!*}x}pHJVzoGM|*WA$eu)ug^xa{LLx7HA09dI>nOAYD&5TRkBcDsC9)tU1X9YIno$geV3KwKvV=3p1hm&aun;yIBxY zb#!vKR6c|f+tqTd3V=G;)$J5j0B<;x<+)h}P&K+b%E7V#YW^ASx=PCj&lmxo_mz1t zo0sQD8D~NH6OBjiKMTM(?#X7WvxN}SHTC}Uhe9a-yYDckXc6ovdrvtoQ3Ntu8BaX@ z3ZXVFc!%9KHfTD2^M3g}AI^U?ANf<83&RN)Sx5PD;B3FNI9(at+AW_3W_!CYuK{)GrVIneVkS~%8i<(#!kJC7J;!G-GAK}qs7;LXW( z@2;c+IdnoNdN2#l^nO+~zmo-;b%Ryww6h?hyTkeAW;%3ViM$walM22|SxGh)nZP4G z#vY#~f?4!&gKWN3h>#my@Lo#-+nP;F;(nQ6?Cjk2qnHfI7VdNh12P;1kJYw^~=XW*CP^FfKUR2X$iX6pCG`A znhX=NApw}TXCJm-kAviwY8{6tm*Id`Y`Xbk5Ik0#HPTP?hMR#rwAC+9!EF)=Ba2uHB8ECu&Bo_uNF&rVo85HJ{!4+ggBp}9pC)0?dj5v zmXQ#25SCuw6nq)~`tk`GX~yBIy`6&k4Fs&0NILR-A_kqW-gqE;BMjLAppgfj9c3+uKy^)gDVe+)u+nlIt7aS6SF}HhxU#Djm(e2{}CD zR4m<6Hclr}kt>sY&!dHkaozkMi_f3)@yIm^ZO2&_ZYCs+(@R-MAaDrEw|m+n1tSUH`e5#q~1PJ zL*tctU-xj^*XE*)h-&DkTe+wi5wb%%Wn~}L1>$IF9;ORKd47GIk0bn=ecHnX`0~wz zO&x`x>ovcwJS55+FFP|lv)5`K%T$C9!nM>vFE`4sNKcr5kG#{rn?AblgERT{;u%d zH;MVh&Xw3p?0NCC5LJ0JuU-x;!oe!h+3NGf_@|)^4Tg$Q)z{Q3+)y zAv=|;q-@zMWD6l=Pej@GZHBRLGh>-C7|R&>Moy#>p=?D$g;0uAmZabO{yMModS2%_ z&;7jabI<2}eV$}?@|Gl#^3nmk5vNoua=ji2?<>Nm6DZ7 zB$y1=iW{k|1TyCb^kSg`=yNQbIfWH)>$65m!N&^dkb4BlMV0Vy#@xaEISDFR7W1r_ zs=(0jNb;YGDo~OL{7%cJfY#4LgVqC8aDLF+IQ}acuDliYUS1@_R#cEX?FAVQ4u>3w z=BNVggGTuFi&a3bQ(_hDu7WFBeaG~At6(#&MZ$!a0yXE}{k>jT1^Qfl_Qe8CTLH=e140xOwcXS*vvTCTh7OJfDRT+ebL30Fe;zs>ljo0SkL?f8y)v=VaM zLYRAYlHk*EVL`qFBsf@Sdcy8T1yI)9b$sm^y10)gJ%BRk=P&9W;4Fg`u}{yvXNfSb zOPS62Mg*>>*w=%M+}+zax^IaHq_cL>o?c~;FWWNLu}p+(Ym__ep#)HOcfGN(j)xy3 zUF83+Tm?mvt-ZOPbNU| zkvDU82k{`g+eMo7TM4{16U;C8SPaJhCVa*@i{a51-49=Cih#271-^fw7~Wbhs@<|L zg=tRCXpu8`h^D^ki;bXgh?|CBCM>9*KXn zXnr;pnZ;XX= z%=yHv<|x?mUnBGUiva1pg*p+_B$WJEioeYf1@{lI^`=~lh91Fy@I=KZ z&^U80m3uS@Jg&WcbosA4goJd)?H+c8gBB0YF11^O$B@Ch16tQW!@6I3=OueM^3e6k zg9KMtjwH2Tw(tZ$y*6PL3rje9N|$bV+!7Vty2`HK>x|?Mr{5P}@5t^3 zF^;UuUT8Qj@~e?Q+x=QrDZuZcvX zdFAIPf6!u4WD)b*dxmjnXsj-G@Le2YB3R|Wdl82mDA;!@{V~YE^o8L&g%~vPeM)kE zXEfUDIjZX-orun+@vaQ3q@k~lQ!x??7*w20%37?#BJ$P#z@^Acba?4c+dq#?RJl?^ zJ;$Dj0$nWmESRwhcVU|sn^XQK*}3N`gT*$A(g-S4s&hdy=kh_$q4qTCk)ys`T;k$P{1O#nX@X|SfH^QfmI z&U1u8_ahjTD%t2n56DE*6~#6@y;-QFzxAAw7!KirQ*P?K#vvoZhcjYTVmRC1}6kw|d| zzSlG(9Mvz3%sN%YpnuJ74)z^!NR3L0p^n8NwjOWEpoKV8(5&{i)+i2{SlNjV)1#5f z^-cA)qmd{8N${Q%3`0S;qHUcu?x1DoAmy5CA!zW6K<&X>(Wo&x_0}sYvH@ zO=J_`q;?w4`w>_PM0{GP}Iu>&f zPQqg7s9FxPx%EUwGA0`>TE>RPxMv{?4>7@1)=b3wX6EBp?F=OI{>s;fud(RDMr;2* z$1LQ$J>GXpBMXHP3dNY8W+I_Iy=i&&naHD_$w2~PP;7Jn6EaOj%IQfhx8jqK+Ku~r z+S%h#;!lUoJz`Pl!9c0Z!rgeZICAWACU+7NIrO{LT{aQr2n~u>ES^x0jOpx_x9kGgoiAnACnaxNzs+n0M#1RhO z5`JnUso`LK3ooH5bq~(#M)X_}XVghr1*D&h1>xh8Kb`I*!G*j@*1U_UaPdlp;y(c_ z6bw`T)DW>?-CA?-B|iq-NIhjH>N=_9PG^m;up`pJbO&(}5P=65LP4z}@+Tj&Gz) zIGVms_)U8j=r{apbKjc-m4kh)5Oh6u3J4lZ0 zUCsgJ7fRiOUveOlszDI=oCDpH&vIm+=fY&vJ8Odl<=3wLD z)V!HuU?sk&I2Kt5h1@?wwDb!=#mT})2^B!P(QQnQY5{z!)pPx1TL`j4NtVhHMeu5i zQf>OJ7^Fn+U3te_3SFkGru8@Q@UP(1<@5wRj1Z`I`S zRP6VdSON))#z!(DN`54H`;vBhNs;8+l4@eCnC*wo}MG08Hx zddB--h)y{~k*8!D3FWZoxRTF>tTNEUr77PzRR%_)bq<>5Wx&T9b5Qnd86+QUT()~s z2A0RtpARm_6N=Tg~4P?-#={W?{k-;TPL^!*a3=!=F#Y+QZ=vU3*qeN7}-!sbb zofZ`M^Y6Nc{f=s&HcrR9_*D(|>^`M7iPfOA&r!`Wl>+*GZDsj76bO--Y(3{df%!)U zx+-@mFnSTkU45(?E*ua#*`O8{&CM>H@}a`1s5w2C0xFQJ zip%d-*TV7nm*O{X)IyO}Y6W%F4l*8?tGpd53f9_(`v>}3u=IR^F-MqH^O4I7}xN81MCr*66E;Z z0MR$|dK`Z>K)iuktfxUENZ#k`wZu2VXylRG_C_@5>2^-$9HYU7RPsmuMH*;itXZv5 zX)rC&<*JiFgU?~y>0SXe*vG!0x*t!2Ti2U$EmJf&B`!@)jckG?!|(1Qt4)B}7h#ch zl@3a~Wcx5D9crFlM?dG9fF#|1M{_?N`r9WK>56n1NKn?fh;|v|n>B&_t{~BC zGc-UWqQTpvGZf~zPf{8;`z3Fd;zGJmvi5rd3!sdHUaSsi+lHOmL zwxYpIOvawkOAP%QPN1;FMzE^iwK_Q500ytRYKcl-*+70E4q!dO}wl;3%7+lzvS;a3xGGY9FhIm4S8{ zaql{ib?HBa)~G;zNUPakt%Gsm<&Dz=RQMAcE6Y4ig`)&HOAe_zXb5?tHf&x8N}Yk9 zT^ajZW8T^9r&}$!m1@3;v8#b>4$4u&n`)r6v9{4otD#k9T;%8RY6y6Dy(iYN8WuV) zn@aXqgJ_j=#^QW6#I_vN+*Mc&MFYbEmV6YL4$~JeU16LD!oioEiy2&47f^jkoD8uB z7W$7F=ZVBYHspGN41Pl0a%0M5_~whPeaZO0TgDR)_lA-|XogMc9TOQU_mK`b(HR_B z)ggRxr~(#k6xzd<%fbBG`ufpN<$wzeCpd4E1Lio(k)pj7@RwPcGtQs_N;0MzryVQc z-G;NG;_eE#q)}h``(YXUY0eR^s3U^EDekJQ5)pE04RTExp0Ymk?xtY}0qDLDKj-`) zK$@~Xo17>S@GRWd!-I&>T6oKY_Z|_%GhUo9Jw$-*uwfJR-=!d{D7#hTT?#s0PRk=X zCGf3G%^%4QYfOMZgvjKP}2s1VLLP&I=O7kkyp(N2aA1BI7Q6d+?qy@1z&7 zvwo%U(|h32p{yc!{YG$DWGf%;^=aGG9?OTDNedj5zqzn`(99*-G!HZ_y}are9BGm= z(IK0j4-L-)ZQh+MfbzaGCC_ga0)OZgA1jr7VBK=QIVqR}i2|y>?4L6H!Nt*QQ*1aO za$nK9@i!Anl9c4B+L=ILUdc7v$b|b>A9fcCX2CdLo%#4s7BuJi_rxUQpnVrb?mZ0) z{rFaPAKi4=Q@!ia4N@wo@XxV@dL#opJx!&>B?FhF1e@{Xb*p^4p z+!gLaOE!zz?D6}+Gbk@IY!nH@ey@)|{u~KKeT9NiS7IQUFZ-IqBu3jIo z{c)u4qo_X|Jg>C$^*?`*o;5R4-yaO(iM20n)STee>hgF&kP(_!-P&&~XN6wbsFSZg zy@{kRYwwlg_CPx8IFe4Jh@%FpGUFbJ%)cwXosf)1nO?O=%qY=lp=!&(%^}s$BJvjZx;$CAilDKlfgVLRW4)tjp*+pZJmCsaG z)N?En{-O3Lq!WvF-|_zR&=} z4arZs8T@F+pgW;k=OgxJq91L$qu+O6k!;+f8{Q1P&bG7M{vCxu4~e2uvvqy>6=Ws(rn%()lm&n2LSp3TTt z&9R94?|?NbiAVV4fy*8?si>oI`w&l51`1ZmU4BHtAYt{L(o<*#|;Je)P^ z7KIo@9#~&)=fI%)ZD#X`_H@L;zRxNsDjjiTywT~_%S5*?eLR0VJsUlzj=rfF%t5*t zIsdut%|naBw?FJ8<{=&_f62C)TtsC_q%bMuA!8$3=cch7G2 z8t7q_gSUm~S1(s-e@8K*+U}bea413Z#38fSHYLc2Gppk`BX@LQU1;GgL2sL;uP^!+ zBem!hY0Kdvbd>$e@8qw=NO~sV-?J1v;*8r|wCX1y<+#D+NLM1dkmq+L{vQ!Vejr_w zULvCF`ED+X@kFGe^l@7N87v?O zujaUYCl8qnO7xvnFGQmV)6;Uk5S`pSeVP4oA)54TPqgJOKx%WG7ZXJC(e1zUihmSx zP`i!6=`$B_NV4d}>8G?zG|&88|8-9m`o{Noup%uRZRM=9FaF6!wL$@w6#g9aH^NIY zGASGRq$UpbRc9g1Hrbw`NG#&>y8K1)KswsyBV0JDnt~GFC{$XrrJ%c;vd89?)6q*8 z-S#+s4AOsnNQgBIgMP=WwB0_Jff~qWvNr@$kZZ|!snE_ORX4;kG@zC2$`8w>8DFt0Pu zOuK?nc*4;WEKD~MCg~$HF2e{hZS*eR%Q}NJ1U-BPd|gqC)T^Q9LvDzJJ*=bVu`|NN zUTeNP>wq5DH%HduPol^1EN>tDGJ`GJ-}^NOJs{D0*mJHV0M>2Rl*}n%uF^U!jfGC?u0z?8F<{~Kup^u$ z7RWn#!bv~lp`_|()#Fb|z$#WAQ>2j!e@^x12FYPyE;Lu1y$lOkBjCnvjs+pDsn;0K zbTBlJ|De#F2F4tE3Z1E`;C-V$j6F6L?l)~YtWKrFaoP^<4@DUG*0nKR*^PyPeUX&f z(Jc6-Bz&RAFdHIozm*Rz$OPYST*rSMz{12y**F1fEOaXW5%e>{!aku=%_)&g2}M@kt~HL!ARb%uL$TePijOy7Xl`LMYeRh5at6k?g#l6!SLav@>%_2kd%`&G4n2g z8Rx-?dl{wh{Dv7p)CLb}1KArd_YmMi!>o%cHy-?(8`vohCE%HQ*7>Ae3EbDQPe;#+ zp}suKx${XeykrUE)o z4a6<*RKmyBi08Z|l_1qq`(#R%1jNtf&rWhzLh5??V4Z3Oggr8eujHu!lM!)O7Y5Iy z52PLbbg}|YdSKqYD6D{@lOK$!#+ATgYS&A#ciRNWg#L;PV?oByfw;+5RC~ z3DJ4>87Y4&K+AtHHv3Nn_~ShluWvB8h=22kw00%v%CH61@sL0+=mNg5kOX&E7oJBN zkYOgYKuYRx72x0FYjmk(*ks|f6r_`&c$!B@-;?rQ3$Bl>HdVny`Vp4SM`TE@9wiyH zk%99JTU|yj`TzH{w?1c+f#@8XgZ)c}GU^KN45bQeyPom{sZikicJ&p_X$n;HG&JeF zr+}UTPglxu3N*>&mP)AAQt%18*=CmJ?)u3cDAo{DQ8eB!5T^bjufl%>J`js5DaPe(P z!Fob1oU^aR5TvN!d0_0T#;!VWL!?#6q=N7{FF*G~RM>vLk{7s>3g?o#WbDnT&=wq$ zE!av0_mfdou2ppq<*Ow3Gprt@_J4i5`&&I^cI#?sUuuAv!Ys%Ad=1dt-xm>HSr4}Z zo)lees|Oxy7l+W=deD6Iz@L4x9_;YX`+3ha07aqHRp(&?lx(Pv2}?8r&9I>Q<@18Yjga-Gn56cs5vG0WS9k5C0gtM-r?CqS z+6DB~HAZQWh`BT^XVe57F#@hbgeLgyYJwpeHbKSV)$Y?QO|aKiglN4@1G*9J^#hJ3 zI8aQ^;MHvcj6(eDW5rEy$*^S1&kN=`g|zl9FR-}>k7`ArA?)5Tvxben<3skk#7 z-wdg%903oPn&D=$i@29xGnhLH=peNFH`00030 z{}fkuJeA)cCyFwX)iBBkNkmB2N47GGLMRj^B_l%FI~ms<&t1q~k(pIFimWJ=%#u-v zhI}Q-_&vYB&g-7%-shgr=e$4f!E?}KWc+juDlGiGeITm_nFM+-6rHL;I-jpnXx=BBwmf4zwCM_@Tm&TSia{m$*MvZs5S&;VihWSRQ)oD zT!nNxh0X~VR-rw_#6+dxDkSgyb!gxBDkS>y)vtZ?RY>vK*@gqhtI+4?TAqr}E75Pc zkK%oKmFUq#hohBkCF%%%{Rmcx%*$*l&URO# z+q_ssqhcj0Sl!d~HM;^Oomg|a?NNbrXSv3(y%lKu>%uE+YXx#KvGa7=T!H@kQ2Joz zSvj&)9y-;@SAi(rrZ(>mSD4y5i-fC_Eq` z&C;k8@o_Ir?2Rc!F8?{um9~^2;+RQMq9p!3rmEeuwlZXAFC4vTYbmmIPZzkDRD$Aa z6UFN#T?j`hYVYK1TgnJl&(^~ME#qG_OtIC!kD=zxSPqz@0^1ijIfpjy&U9k zb5x^iC>!rWvt8)*%mVISwpK_4hf8U(%^lp~fU!keFiQl8G}*d=Bo zALES;*&A7?-jq)&rR6@d&lg`ZD$YdBWk>s9ZzihI>+fRs&P2Pf*C>fLWuh&yJQ}%Y z?;}QXL#G&Ip={f@94-AUG@A9$gvB!hjd8~5C(AIAK-y8ip}J>o$5@4zP#N-uNTf1FA}yCW0@o?7CoWYf|rlZ40x4=CQ9WVE3-XhL72pw_JC zT0Mps8a!r`8tF_zZ+Fn|xdjl=F`ad{JHZ4b>8=lhnJH-9{9kceUJ7!%*mg-Sih!!$ z&0HexNkfHaW(JC?(vX)x-ixFfeBFPPUL=u%nu4{=q*U&qHlb}dwS4cQi0DHKg28u@ z4Yzpw+dYY>V&``85!-u+x$?b)xV9B!Y24Ch62&N4tsdb*Q=FkI@ZtGd)B&v3~s*;eY>&iDhwuq95vq$+&nDzTe97TqE!BBgWy1DWxK6;Qt1}N>yw9zz5L+E z@~U~<7f<*$^Ndex+#R^DoN3bM^#w7_%)v655D5DT@_BE!5CN^yUtV0cy93w%>I;Mm-GP~TeLH@=7+619dXu{Q zE_6-*eXZ_u55{r@-Ap@^q1Z?{Nopbmnyj?rg>EIo^2J#hp2{S+7cQDHT$%`*JY>qV zxD&wK^NrwL@p}M$pDjGu)8OzYa-owE5w0Gj#C$kPf~sE6{;vrnU|n(SioZ*O?yrU{ zyN{88MgG$~Urriyt&RVcxIh45Z8@<3^%RI%JhWA+I1NPQKU?)`l0p2_R)HI-WUzeL zvn2AF3}l{v`_GWc@a?^OlAk3BLcY+6;aiCye$nL6%@+j75mZ$TWlx3GL(?)2d_;)X z*xNc}MTYGiEA3?r3jFl7QitOh9G@^4o6*OBPLxflx=#UPx)aAKdopbPReZhW5(yFw z)&ES35uxYS3hCTlBB*P7x!4y{ApLwJe~=Ls`j+axy`fWKdu;B9{bU*xSh32O7|Ohc@`bmjp)tNOLQ=`P$)mWL4y*TE0&hERPeXEqIpSx3R9x=`u>*`;8!2&^Bf?< zD*=fvp=K)VKE!)Qk%Iww?yx0iD+4nAi=GqWX23&3uSFXnI@J8kEwb;Xf=|W!D4Q4z zUQ)yx^>rvPaF{*D{xby%M%QK@-=RUdBKyH(VhrH=v+3=K9|O$a$%k78;P2%-+)a>X zz=G)e8zaLs7(8>}uo#gFc6K5{bAKpcB{q?9hm8W68w$@vzfqyK^R?XBI0iJOSzM?} zV8C3b%*p%8Ot7l+y>va90o~LCa+eM0kj0%dxp1EbQ+|8x-R!7f65#ky{UQeIw>w^L zU!eit&>Nm>`b@CihVG0SG9kTX)43`J6P( zkY_-fOtbC-RXP;Qe7FA0pu)B?Yb~X-7(AS(xVrLDpyb*IxnwyKJo!Z5`;(Lg>nU%V zHV2X+Y__(kq5%VE?}d1g?Ns1Bpdu|*M}_ONEu7qqR5(3;Nn*hdgX?Xt`UnYRaC|mz zP+&lU9Sf~R_cqd?2&NQSt`R^+aqF!}*EI0>AU~mJK!(=6&0jcEC}5j-$`CW6dNkmb86Zw*r)ZwmNIbA^xkQlQ#m z!dX0w4C+^mX8+F<&&h{VelMoMd_4R2#Z75Yb2c_zDxM6f#{Qj&ZzwRr$}kz&j{#A| z+z;!z&MyS`u7z zx3IV)M1tP^t`-V7FYx?+oX?N*!iSO~`*oZbE?VssBOIqeTR^AdR3;T@&Ry?re6$3pVGPF&yDWn`E0k=Avq|j~(gl@DRkaDELAJf6H)bmtOY}Bjvs-nVH zLZg3I4HZ^(IPYlkQ$g;Fjm3aB26}F89exKW;BMbUn42U)ndQY$>01~i%$qp8xs1>0 z=HV@7yma92XdC{=$$)pfEr}<%7;seNDR0no8Yui=IV##i1zYz+D;-BL5c`|qIPskf ztGWK1R{9i>2)Li}3+IJI8y{^gQ3j~I{q`^0mjTv%U7Ljc8Nj{oMoi)@1~BK6n$ix@ zfitSbA?*tlmWQV}PMTxDseJ#xuo^OO-WU&9tR+LeE@$L_=~VFgc6IXCI338Ie~DK< z(}8d!z_9fg1N6UNJk*8r!rE58i>%o+un$msUwjUqi)Ps?_5v6L`F>Efktc)Fwg=zp z{V5>Heaz{R8x;s~C2cO;G%(y;ZlS!L1{a=&C2ZxVf$$`oquWai^xZmS9>r3CWmUVh z0N0U3KgAvi91n5pp2=SpNie3gF>0=cLGA09OYVsnH1YJz7JtH^qIlQ0`veT+SOi|@ zWl-RB!`f>u{QeV`8w=0h#C6VZdA?*wXZt!}qez0Usof)Q=hDDcgN1{ygaFHwoXm@dQy_(BSnE)5Dvs&k+6CIE}< zCIkEPDL_1&_u@@x5^!+6GIQ`u1196t+3qtqZZ9hnL{><^A=}U*y^7bJ%@QHEPJ;YD zb(^npkwDKw-A;Bl5pED&*LC^{z!Mdi&l*nvqM`25OV9BC>)dmyy_5_|spqB>ACf`F zfH!_C&I^leYegcq6fnJ-b2|mU@1^zp3JD()L_J-|ZB!rv&uECeq!JMvF8b6|xZ*mz zq9w@Bi9urF8Pke~7|d-QeJ)pt!6~z3|LE-)+_qm64(`I|Eo{ivBaQ@_bLrfM21JNZ zH5XhgCjc$0EA(A{8h&5FQB(p641-;{TZYK^XCco?oENs6&0f6LM*-#2oyr3Ey+50L z$e`(w;bgeVGWGwyVV_Lz2p3)tH($l&hj_oI`?_COr-Ibwr1WJ0B1~#>g=dtJ;BeUs zyX!V&IQPL)VdE?rK6e?N=*9hkvF1}5DL*27GgfNpS4xA?kO1=Nhg4{^lNKCtOa}WH zXPLuO1TZcgU>Hf@egDqPZjd6ui#0Wrhx>rVjZ|tjt_P0n2_ajL;y6q?9yh&600nl5 z->z3u;mOKo-IE7WAh*ixAL(Zrl=?J?A>2njKA`rt`~wMiPu(J)jv@nha>m%7R1!q| z>x&i5B!ZyNrT61&X|Ta#Q9rz!02=BXrOlcb!-v&_G)& ztu+Majf%6JU1VDfK0K;6%ERZX<%+i3ZAT31Yl6r3Wzc}LVs>kwAstu6CAZ(kbZE~0 zE0$y6x)a#^zP<-HfnSQ+95B6P;(2HARJO97UD@GWsEwA-lVcNW~Zkp4aQ26PFLana>Cc2Kf#j@vSL;r=K}D4xgU#NdPjvkYhu9tSqgM} zCTUzOAj7+Tyj*>o$&fed6`3@R!LD#vkB^~2;Je&f`awE8tXY?vdyB6;jHFk^?!%7NVUN+C^#(i~T&{nBrD=PG!KTw~>ph0)C$${eIbjS{& zK90rckdNQkcU(ubSL?@maa}DD{Cdr<5kG&szT5S;WU#*@5d;VWL0!N4B}W>lO4=-% zou$L`$LlTfC3IMMzcbvxfeynayXu$RY2a`2G{$rv6~bOJ7iRBLAgu34-F19Ew8l}$ z?Nkal0r$FVC=~=txMZ(O<9R^oM_58I4KS%Lv-9#a@LV+&vG{_4gm2*KxivEU5&Mtj z&3Q81pZWZFUX}=YsfITWc$2`0V&%N@0KYGrhNlasasA=2J}0q^*W;mJ?!paFXXt3<6Q4Mg>}Z@w#yKYyaD==6yKc02NNuAaqVRhI^+!(FFzJ!fU4pq&Ye3M;34t2T(F%E$`kogw<2gT`^>0u z4;2H7%-QKdYy5q3>>mxQ$RKunX#GFjUpx`d@L7~)z*OaQ>YES-JelynX)n!$#IK84 zg^>*SaiH*$`X@TMOHdqkv~wjkqJ8Gx{G=4C-;77!)`& z)NzyvhnIfr7*AqC3L>(dO=SW}>6MBUFoFB(c^k$bIyg9Gwv6IFqp~pa=HCDec63Qx zVN;>NL~py~oq8JFHm$Mruw_7P{x1Cqdj`DC3EkUQ#(>I4C9ChxGhj8{qK9KA9hRb6 zX0^hp(8MJkVNIn#X;a-w=MovL;tfB?<2cDa&NWTD&H#mP|15dD8E{*CyYos5?!R^( zze$i_!19V=%sQUKcCA9w;|k*$pqQiFCz8m3iS;&ZGu&@!&xDp=U86$Ei}tuX^?3feKqQ6Y{%Sj> z+@LZ>0>ae%&G-162rK{H_wO{$udNl;xdn7sC2bp|EHI#aZQ;V^-wd#o^z8ptMu)Qe z_{29?Xz+N7V=haQ3S=`wZHG|`$`OP51tYRFSJ?=ZtEloFYKB0r|bxlm~5d+7) zl<2l{CT!9<(q&o61Zl%LZ{8;i(4^9Q)?!$&$;u0J#eDh*y8 zRP_?Frox4K8tv>8JTGZFeavjfOiQxG`!0vPno=>B8inn#nGeOs7 z_RgeHIs|ZX+_5uF2aQc-Z#it3aQ#U9z>@|#n2UK$f4E5lmIt(QEj)+bT3$uBv@w`D z-T0$jhynb6M29|ZNr#G_>)WiirUQxGx!A^)4j0mn4;2bCA#X_0eCRbD#6O8et>4A# zV3#y;{SSjS_tVz~eq#{!o&NZ4JRPcLd8Iht;W;>lrT?=mp0C*?kIfG-a6hBi(5!~z zmwQa;6^Rbzf+~r@B~)1Pt)Mgr;{I4otcu@;1~;^q&lOEEAlA@GGFFQTA7{>M`4O04 ztG_>SmdJ$Vl8ZMdPcq=byLOIun{nK=jQ#p`g9>LDV{I`*6d1E;t$&1(fhD_YXYVx{ zI2>YA_1Iv*yxw=KF;*sM@CJT-VT<=Sf7Enx3lqj(+46ff)4|wUM)~V)Jhx0dZajnM zvn>;`=@V8IsEAT9ytju0Q|5)rT{={_JbrNWG_EHTE(4=Kaa@ScEvIw^F#t<#Bx@iAP7JhHob#ojUDwDcFpS5GoP+`spW`?*X|?mcxjav>As8=TZbr!ye-&yN1C zI~ibVraJQbTm}@%s_0yZPX`t~8Jlkw>F{H)ydvxSeR!q#QBR{S8%kwA{}SGl1J~cD zRZKq10bv>2amri{c$0$q4t~plr^gD^5?gYBmf7T_>YD?*^ak@;va&%hB6Lsd$sDkD zQybVKl?U1(aZMK1`4F|w?#Kt>-%rMJ9~MBrNHb|>t`OH} z&xwxALNGR8`nfr@5K2TdV_M@1;nnv8EBk5-;CYB_9oCo+9~!vT)`apQBlpnss!<-4 z;IKo70!w8*It*N&2!^~7 zwpqA8AnJ0bjZr~GT*l-}Boz{-4{-M!!C<+ybMHYjGECX;)e7HCf~tuVO8*oI(7Lbj zu9VF^=sJ=4Y@s;;_>|1_z1EVzr(?K8=X5Fzz1X8$^C1}q=E9;TVpCya$Y8_4I~hhs zPSo1$O@tmB(es@Halk?u?p62~1*hI0dUE1a7|dH$i8D`z17CaWM&?>1RE_TIQHY3w zqOUVgy4<6H95^I7$r}mE@lFvfJAxo2=(s?^H6Q2`Q+ZUEgT4j5aFnz zB9*6&*gqdLBNw=$!H8Y4LEC(h*pSUYaYX={kt%lC7;#4~F(tp_b{Hapc4GfeX$zzm zMVmJ&HAkkquJK+hwnOO&pI1JIxS++uF=srcuA=jqzFFG&zQ}&+ZNKhVFnVe>{QhrZ z7*Z|QnV$^zMWbw&&#GO$im)GScKdCvqNIf0KlVCT(fkp#C2qzGrFssteJi|)G-w>U zQT9Qo^~dZ>p)H|EKBw@diC-`}qc*4~h=93Y$S;NlU8(l;%C7}*hmxNGH@uN@GQjsCiST6cDeMVhg04a%kQDCClhL_lgHni06st&kIs??-MDjE_bEuNx{| zY@^Us850h^)Ck0-s?*&y9gf0OG8oMwkw`4iki}{!3R&&+|JQyn7MYLAa|nmVqyGT_ z0RR6CS9e^FT^LTKArTctlFXDODMiz2D4~?7C@b1qd#j|qXcHw;Qbf3Bvo%_DebFTAT*L^eOlzsW;G>Cm_yT3jo3Cy|++SdMY5WK!S)Z`eA zV{2qHn=XaJUU6&2%#&ew#lJmA?!O2qMkbFQHI9aVx=5AjSR5jj7l%q(CZfRk{n{(y z$#`Zk-9BL-hyJ9BS*7d3AR3+_eYrRY$0PhWKXd|6xTZ+P^gtjA22yll7$I2SB(kzB zB?7-?j!vnpkHeL?Ow*!-1eAR7)r+AfK_~m+elN8+IO_f^pY98VhW7Afj$|PAGn1%uxH>-lZ*xcIjy*z-yf7$vPM z6M3=NFLUE?X96nF#MyaY7mfw^6IAf?zS;7eKyrrop~0jg&ys*HNsFd5h20(76Sj@ z3~yWivzY%t=6L6#7>I}8k@`Iz50jtNX-!@dK3{tNi|&*Pi->u@bgw5O_=}58{%|yI zRkm#HOp3(K7uHHwZ6k17f1qqZKqM@lobMj`5`)rY@lvnecr;2E+P2?L!Y!Vzq|K95 zv>v}QmeHS#$8JZP%|6Cr%@ql{MM^Y2R=(^HSC53wj{{{_l_C+bx$O7P_E;?VGuv8L zF9BorvNJUslX22jJ$T>0bLg|45uE=f1?#(3WS>z>z|ZoomRy$@tgG2bQR|IBzKBrq z@RJA_UgXGkdc{K3VoXyzFdjEd&OEI>n1mN2qH~GsDe(O*5)*Hqg#M68x9Tmi*f1(} zON$kSVK4r#_hAu;Vs|Q-`$ga%08~J$zenJR&(Tm&T#mB2u~4Y?PqC3m#N%k2(j!_) zP;>H=DDRAhOHEH{NmvNx?3?%ggi{FmAKG?bSBt{eyHhzco6n)MdfwW3o!QVkk+}ad zH5b%_`RrdRIcPbMd8tAn6>qj2UN_|E1?t`C`jmY^rf*hun8_`%G&NE=nPzq~7QOSm z-${q&f~mZBiHTkz&ZIfh{W1&DzJO!2`*Z;e_}#1D7iS};E;(=dY&twHAFY|HOoQ*R z)NfCA8U|N5pO5}_9_OfurAO7W(Z72#RNXThYZHnuzKy+rgg^(L6p;+e+`O)_8L4<> zue|7o0=e(b_-v!%Ec_MIt!dqyi>j82`^ifA_@O!5B(fqOZZC2k%(Bgff&W6!tuwPB zDsI2%2lE1)^_$<_-IxJ0g^09-A5rL=wzKP>pM$X9Q#CsAdH7rVWUEO`79LuLTyoJ! zN3F+XTx#ffw3@s35DHlkVR!IKmIcB^BH5~H>O3y_#IL{mB_ArU=KXB`n2PQ3C-ib8 z!m#=BsnVNTXVBVgGc@y)58f1vSr%KJfrwI&_vR15Q1YrhQf(0r?~*&33ru3cQB(Vw zKN5(oe{E_Q-2pgO^tZZ$9f;r-9oZh~5WGlfTYk#pEEtn#9@n{%JP&O8u;)}PET;vx zY99w9dezCjAIplsQ zyXaPujIoOW>*VgH;>h#6yF8lGaO%C6`7QShtS-}9lPlrU8SJlbA=kRxPW!~yp>F9plxLMRQ6AnW|oG#~7JZPycb$&wT zb4ie@j6aWs?X!3FugpedUedQY8aWs-_j2$8DaK zV*9ohK!#JNxMN!Zls^{QmsI3p@@7!;V0jKC>#E=9e#}Ojb#TfH=^RXSnB=(!duDAo z^s+AYIn;*1KW1N+%Dpg1i3{Rqw1r{#(|+Zcby3K_IJS@J6pX=9>%~9k2O{H2wwr!p zDDwS!9r7bWQR}$vo_}^2v`XLl^r=K+(#S@xaeXiQCOVh2)7b~t6F?SdSfpPdhE3aP%QE8kfdbiEcG;Wnn+K`!p=@HG85_1z*Q~O)% ze_K!QHx>CTE90iM#Pq-Cqa8a9Pn#Z2s$SS|Jj8Tar_B4-z7W&z15H$$E8(W$S+yRG zze7zE>Pxp@JmhEUojaO+?0b-D>esy9_|NgCUbpYQ`<<3(>X8^yR+XP*`c;>g6&Rdk zsu8qq`q1h`Q`!o%PbHGErdLbUWvYEcOhcbhvhxfRP3>>`S|#pIHC0YK?H9Wz&Gbiy ztM0fQ0Z;BD{gN;m9xp1(^be%r-DR6hXPthmGdy}C@z@(!=3CD=7(s)j#KUKFDJovY zFW_HzN5hkI$8=oh(_n9svi`*%CTh*6qQ1RnA;pR9w39|d`tvJv zwKZxjoe#5s%H0}tD#G6XiYR8#@%4F`Os_i?TMI2N*{q{taL;O1)k`W)?$KXn9!N#i zgMnH6H8fnLEWIYtPeD@juArmmD9Gs9k`(*B9~<_Imv7M^@F%qTiD3mDa#vd7)}%A> zXywSls$Z0{tHZzU+7P-daWA zvaZ5J+Is@Khtogac|b>)PV>XnE9iK-DOXH)DIL3=9fbHwLwDi!tsQ*?N=*Mtm={Ih zi9~}9f)VqGlC_t^GtpmbDW9@mB&P zz8$alehdr;?s1)1#6(abA$4hjj)ae&;+ihg;kkd&o}VWGhw8!YOOyW4k@V+P4XcTcV%54ehBxVWZr8ld^CKOpg$LW@N%d#$x`lOUf)fOL1=At;N7v_(x_nGLT#UIM(Da9a<7I zl7_+wBt6}B>O7qRLPFbet|becKI`$kNfzt^8u>l0EJ*n?ejYx^MA)U%J-TTuM7S4W3LW{ik1ZIY46KfgnQS5B9`>yDSlq)vZQ_XB z&UXy3`bq}VU6}~@@VUjljRm!rPC2WWvoS*`mSWh*!kG=r=csou@xig~U8D~aCo5em zMH85)9H05M{4x`R{&PpuNkW(*0K@%rC^1V3L6?FZ;!h@W?|PLcb1t18#x(r6XW95=y<+w%e>T!)+^>0dfsLZ<4YcYyHa5LTH2U_14Ub$e ze`RS7SQJW3)p8D8r1pwWdvY){^Gvgv69@m@{yd`V&%vqRVe}yn4$%0?#wC)2Wp3?@ z9C;k@?4+bFyy4*NqYe5)A2=|K6%~)MZbUhmA=}(Mp6LoNa$mZoB+Ra#ljD32r!VOOEujfz=H(k`CkkK`0tVU*Q;K!c5s1JlmMzDx`LNi1YoN6Jy}>MfX-_7mgt)T6c3Lrrjzs3m^uyL zb^%&GF7CKaA@|qrtbEulz=(4qOQcJHo$lPlaUTWvcDwQOgTDflf7-HTvAhr;DtmJl z%@Km=|E_m+feATTck~{J<@Ci-q`)P@7S! zBZQBTYM!)A2&wz#bJaEq@osvrkG_Er+lMND)@&Ezu2hgd%}5AKb#LD}hlPkZt#3e_ z6yinmDsF8pnWv%I*s5NL`Ny>-R3U^yds|YpILnCmD}=pWN5Tt(0aV`k5EW-MfV$hyI!5gWkkjgV?b_}E zq5kc2@@2Pgz)Z9h@MmtVjf*Occ&CtH`8R5*9QSK$LzF9iv@^Y@GH{2N`RN4 znWK#sLa1-cA3aar(~l!Ji=K-M@jf;~+KRk)qr}%U{Yjo2*|hehnyUb_?OOJ?+~(Y1+ZS7vEjS300)+DG@g?rzg+?wMKIFFkwF@uiWA>x*CW}-)#ys<$`xfw_*ZNl3A%_oM zQRtHHW8^zpY;#C^4Ike25$D%RDN|hr?fMtG09=)UC_qwzcq((BnT;Nxo}&F{6KPYItbq zN|DwR@bFqo-s$vD9t6#QPX*oJA&BpC+C_zj0fnyJRcbu=3-_FejpM;#cAw`?RX+Zf zou2b?1t0z!8?|SCT4Gl&XGDRMz3+P%ieQBuZ9a( z3)ux0SGcHcDDSuw%Eis@?;EVnaPj@CrIF`6E`HxT$`)aAu1|f1Fl1xb*Tx6R-&hzZw#rY~!^ZUD7_l8WOnCpPUYtf_qC2PaKkeNt{5@{f*0q!c zwu?+uqXr80yU}3f#ciMo|-A%7+Vr%@!`Lbn~Xh&Gc zT}5a+ykjBGcUSPx0v4=VmHwfUiPSACB&N z=rS#t2o|VX`;2x`Sh#j}-Y&@)7WRql4(i^|g6>YSFxPt0p9JY#%bQ}r!jk?W;uI4< zpRW_$WW~bQ97(UYicEx-o2Nc`!N8&naW_^Z6AxF>w^0n4sHx5_IMBj`*6WVCmy=A? zJ==63cNY_VjSFfbN&oY@r=;duDFaERdAp5CpH*Q`ENkq+k2sc3jSOk^$4qv_75@6MM3%)Vkdm5E*s)Z^v8`cW$nd@?+AM znLmoZ@qvK_nwp=>>=@X#ymR9g8wQRo?G){;rQ@0%J724a%cw#66F;krDh-d=-& zEjxeZB`Goxtt=^HT0=)xj_qa$K-pY5X{I__Mq2%DEq`lu(Cq02rI z(2jolR(q7d-vrgzS>puCFEscl|0Li(w)JK4cLFTg_#JBb1iD`3UR#$*V0E6P;oEZr z#LuKl;{Z zKN?8j*lNZ5KHdagr$;*uA183-&}kJ4w%oh1Ii3dYnGvz|ku&*8DOg>vsvC z3fV}*)cB6xZ(20y4K6D=vxOfth?aZudVby!E5@_DoVSs-&uJ@q>!RqPagFexkx~`Rk_!@2N;md!5_FqvAF@ z$73CXif{Uhb!*>JLHQFtV|gDHorj;kDeI)-xsh_E(qk%yw$=IN-J@c|y&I-;Zd38H z#ziizjtVpXaiLf>6}p=qG{=-tu`!;SI#o!8jj5|!a5fc^SFJaVq)}lsdR+E&A{AHd z&4&h~$UFyi;2ugvsO63#mLCJVlZUnc5IV(HT_q-O9|5o~GdL z*?ZfkMk!d_J)jcug#zCMO_}dQ6wDgGKI$!?VC|gKjl)a|mcEvjKSrTIB*Af*_kseY zwS9k_yD7;0(vKtDxYR z{Pn*4VhUnBOOHzBQlLv;@;UN61;eQ;f7Birr?B%SJM##3i#8`TNZAhV7*!X>E5*zoLlO;G++e%RLc!#$lVZGe6hxKh zx-t|g7@PCVwzHxiH=wIE(btb1{b%VBMHD2^ek9b_Qn9~ZRr}}*k{>%q9QsIp?K>6H zK3hPA_`j;Z({HHo3fDdn*h9tKl6l_`JR$GP)LE|cJ{33qt-Nk{hvZS(h4S&6R4nG^CW)^mA@H%a;0ELi~LYK`F&EKmL}*KQ*kV};KW(h#Ky{QO?xS(HNZQ(BP!dqS3s=h0<*isa|nw!Zlc5h}7=%-@@n{Itp4=vz$k z^E~rhc=u-t+6}V4FNh}JO+Ul1JcQ&q?MYO*4;gpiL9Nfns8EwX_378#*h*ly$XX5t1eD6ei{5>pA^(7T@qSV- z{u^}7+(hcZ3MpybJCdXxIsK?iCD+>wiB-=lXs~IzAoo$3K#2d6{8tL39>~(J8I$_- zYtVd|k|=@9=PSHLP7pYm^=8|iECNk<|41p3)Xfa_5%zWhY6f?ivN8mwC+|sbH6}1{ zManN{Hi3c+5uG)pKJ}&e=S`6D%yt`RjvXfTF(zwE&m00lD;Hhcm`uQ-zO?%Yskg&- zN5rd1-*9Y|s>~J>(%<|Yo+uCyNT>CUIS&w!3KodFo6|vmUR&|Ph7Mo8?e|$ObTr-> zbt){R;C)Mv#v7mPYoMZeP+NbZ8UCy3=>7Jtk4iqCeocA z&S+Z3gwMCi-9gGstTPB@eQ_tp+v%VV;?fID*p4n< zK}}-fpWXUk&*w}WR!(H8ePBY}P4ib1kBRmrtbJR5lYYCh*h|Bdg^+>X$GV4E=+c?} zwLqJNIZpQ_TWwf4wx#h)$~G28HU-~|C;fEd?OQSOms!x?KYKF%F$>ZC!8%9pvY@up zeeza63r2;{+^_VqFj!yq>fJ0hmKICpzgfkGr`yztaaA_LR05*bEo7sfTcS{UfQ^?+ zj@p|AvY~e{VWj*t8=Y>7*Tp@_zTtG!m7Ewh8e1zkj~}wJ*4TEznie*cx0ZITd&9;@ zgRobkpV)X8VzlAVJ2uSO`I~RB*%Fpde zJC`3jXw1RzvxBj_E^&a37L%C)99;6-B&GN_9=4>*LV3K{) zi7dO4r4$Y>i;i6jeZj$D?WJe3hB)xJa@}!)&%yr9>k~XkoWx*<@#}sLI-Tuuwvssi zDptM`i6dLch#C@iG0wGAp2WRMQjgb`=VDdemf+&qT(Vzw)|er|#otvHj;TwzD9u!~ z`l`ew{r?2oCaxtk_^DC%=3sF1a zQ%*4#vjcj!Tjg>gJ7uESdY+5a-jaW-lezdG009606jymXRb3a3N)$z?s3;ngp^_<$ zh*F^_Nhm_8L?t0bAu38l(WsP^S4v5dM`jZ4Y`W*3doLNHkRnvy{{A|@v(H+4&Fgti zq5Gzdx6bj=9{=Hm%uPO0#by&i;`vZ`ILWX35+C<16GxmQ_>iu^y-%ThoSN7=pqj+T zMqeE&%a4zBS~XH*(R`$*2YoGK!B! z=IWh75}%Rw)0Dff`M7Q4zDlx|kIt2AbI)Y(p)$v5lCX%6jLA{L?fHCEtX$Dm{F0B_ z;E9u0Jm=%MzPnLcIv*LoS;PNr`aI!V4o{yJ8M>mUVKInt0=W|Q=Xy9k%XcqEO9Oe9AGK<8c9l{SG{#ZYg zRQ+1c$7YB0?pLiO@3Ml4n&h65AxS!c+_OxrN==g7Bg6Wn;7{(kS0sO{h4|ym?3k7O zosVahT~mfT`MBI!)?+UsdGJWcOB?1Rzr-T6W-5h}7oJC^N>kWeZT>Xdl)}?@@+Ui2 zQqaw~V4|)|A?Ap`+RjB3rWsw*mRm#Nl(g>@b3+REuWpqPZlR#}UCkmXlp=L#c-nED zg5=UTTfHk3&P=Tj35ld&&-xf$oI-&!zEe{vk%AI`OvNXbLSMG?tDPUnclPzpCwUZ% zHXl4O_=19M-YNgqG75q5^(A+kDCDo4y|0Q%VVCaSIVq9?1ifZniyx)nm1ef`)-(Z( z^+I)4OA8=dp!DJ6Yyqr4O_k$X3veQ^K)={b0KGNSG7NVLP$a{xJ9eAMT|3tBBtZcA zV-`2=HVW|c%=6i4T>{LbkKZ~pB0#aK1Yd$DKvLS&wBQZ_wgne$E|#XTb};($xw$m{ zYTsV*X9bO_zKsd@SJ7B)XF6hFM&qn{G*~(P)($>2q;_i%yD*l1Lhg zS&wPya2mF1N*$^XXo!w3+7Wo0#){0D%#nvQG!k6njy|K&^Ru_G{sWCXhvRaRmd4ff|p_R2Cs3}$^!KQLPe4{g59?ioUOIy!1tDhTm*+{{mVG=*qi z^L9$f5+S0q6TMWI3vs^x^G*XBA;vexEE)3=Vnp&p)+~P^_Fd=-F%A^sU#wQp*=Qlm zQ!QCpw}g08>lR*;DTL3tjlWsxME-}XcljG3Vuo_`E>;LJLGf$;hFT$%ic$_R801`H zz^_LrL~i_G#ncWV@@K!~Hq8@ZZLQR)K~)hBXGRHq)J53Uy;`DFQ-l)bC96NL5y8rC z)i^mb5uC)|9;tYW(Bq%JXNQ{zb0x)_4<(5(uY6j!O1ub*o|x21-50^GM&XfOst7f2 zoO-Qu$@`Wy>S_5Rq*rh}R=yVD)-3T@Sg8n?%`N-Jszgu-)0}XjP6YFH^43*+V&|va zBiUXNT=x8l2-Of{^(o3WOHGX0jT*wh1!4p)s7T+vR1BMQdygKPE5;AWTsc2YF-m6| z56I3F!(h9+PUJE%=H1_XzkQt;lNAq5y|!A6o!=81DLpar14@U&H;G{zY;o;BM=^%Q z&cQYgVzim03wC;lQP-xkOynkp(&)*p`}d0RdxgyO-}}WF4f$gl;4OyKh3zRl0b!wF_$kx-X{b_+zh0NS0y4$u`QvA@t5}TeyJig;g<_bS z*XGyf;mi@ETju)fx6NYQljsV%TPMclfu2I`Z(@w=>Q~`+i;*%+ z8DH-Z!@95NU-C~eqPe_XPrJl$VNR)=@Li0oj!NMSu^5&*Q*5$-i}A}Sc87Mm7M96T@nr zg~{H(V#I7%ov1h}2G>~gbnTEB;5J8G93+1Ft$%3VFGh0P(?1f#Pyek7edWYYrL;@* zHR9)>*5w)QZ6ppQl`Ez~F|@*hqhvpeVSiSXd62~Kcq2D?Z;==SB~ep5OT}24{G`++ zpZIHbb}ly2A|5xBs0Wtdfz|4Gl9r2_l@_C7GtdkJ3Ka04Cfmw4@w7% zaa*b4j2@}OxXOZyz3yVfyGq=V-$(jj>ifC+E@J2(ls$ZNyBM=rD$C#6h>>?aM~b&a zj4#Kh?0Kv!h91>_tdjKAxJdKgs_J4iKld>8RU~zLqMvi5&|k~NB>L^qJHliX5x3U-%t0HE&4{o`QPm)VRbYf zNX<>*l+XyBJg}9OMPvNS>t7<1X`E)QW{JaSysa>FUY0=iee25PC1+^FwL&^Jh(`AD z)vk4?Xt+!$Tr_-w;6>ZQQ`7uubjqxy%RFcZR;~0pNbus%*Xh$;>}ib!jVJy!#6&+R5#X(>bBriMfRDlZmj*r*z|`;D zxZSS=aFHp0A-E~Po(7A5nFJsA?JEds^$=jo$d%)dTm>jit(iP6o1KhOIX3xDe|!}7nZlY+?;HCn2p@=gajNG=yXJ!qA=Y})Z)woK_a_-pnBTlOlQJhf$HH3P zj_@ldJ=0O={S-#`cy9f)huAgqNnY(hVLjfIKHo;6Rv0`bd^Uv%+kXANyq?0HPhQEt zO(^^{uyU&g5tl9wk_I?JkMu-`@PcvtuZ|dFyBO_-+VaibA6_357 z4&nXBj-8_rIr~r04Z`Q7_h|WTJ5E8}&V1jAFj6<`CwGNG6p9+Miia;!NMq@y9SWzA z9;q~b*UuRrCiyqj|9(%wiSWn$+%M;MP^ellaY{kV|M}p!HIIqE52lB@gr`%; z5!J-?k@~N?^k2gMo1`E1+G;k$Q>athc4ysX3Tv-+7e9-ja7a1x#&l8_OU0w1bM8}^ zJ-)~473r4*W@_!<$Hb45jB)y%l zVH%N-R{K2MuuFi5=4ivQ7&1?rL)UMjXlKEb;yD!!mC<9W1af()Uf%4Z&!urZCXtD^32q8 ze>KT{UUOv2R?`^ZXvdr}p>flAyzELt8po7;6T1l?PhT&u_E3-5_Xy6}qfNsgJkxzL zIloJ*_dZ-tqohST)!dTCU_)K<2;u8mc6uhqx6|lOJ+Nzu4ULa$A9ZMudzUMW$g~*H zaGE!5Ng~l7zUlf|W&@4Fiwje35&g|ev)s3v(dpGWri z8#$*(v3A6d+~a;5w$a$w`f+4nGmXj7<0p98(&*nh;ZK7Dx%c8|WrsTr_p9a+8xNBI z0m⪙R7_(0=pCK$^V1VCc}*~-o$S?>9En01Q)XB-^eBSal*l{@Q5#wlcT?B9wvE7 zZ}D#>aD(o8<4@Hp5vr*3e)CJy_*H z{(EZ6b1M{#Xw)t1Yp>TQb>6eV&_RuccVzd|tvWOg&)&(DA^6oBG2wO{6rO50N=2%)ekXO6DN^>W3$mC&;#RfOt#{{9UN6D5@F1J+0y2jg z>o~u!=?mapDw$PD=KbOd|L{c<1Tg3ky=m(qdn?d4)so;D9iVA2Oz@5@E9d4X6uxYf znYk*Bf`e!9iz>2T_eEH)3nch;Bg1Qj3)xr3=K{;tT2P4Bow6i}?B{P^y7md^W6D&?-iqm9eI=-F+&4;~<=mDZx9r{{9zy7B1v7!}0_Dh!b+-XIj*YWVPw_5R3 zC*s$cy{$-*d$>YocPn<=YR!9M--^(pZ;A($Tj8}|pyi;@iiV0>ugg}gIMwgHZ`@D| zY@{Mj4*qCC%@v8)*>78L;JcQA%bOO=Ycep%^J>A2=`}67+gq?rSGIDdZ43U;&-JUe zw!l+m_;}bzGYoBvZ5B*vL5j~;SI&=SEQxTwwC;5?yuwbp*WGSLK+S~cfeX!uly~dq zUT?;b8u5D8L^Jt- z|Lb)vXj$F}Zp_ofBHc#N5tP@7ZXPnul#i2V@?c*0bHV0%9+uAM=YPoKp)p}j*!F53 z7>fh0nC0*=OEuU>@dyvEb$uQQxASoJOuL!FJRY9K$jxY0FnqSV_a+;9Q(fE7Z+w;YMzBnT%-9DEHsA;rBw%~89(D<_G^;|V~@BHZQ7&$=`I(P)b7l$?a4ku3|_h(ET7#!fh=~C(29B{DzqVB;b?>I;;5!UqI;lQ=}LdcI~ z4we(Jv#5fDv}XwQ>Rni_5LmE+}(g(mz;jIE{lPC0^^(jX2miTyQ2vk^|$mhswI` zY=T#&%GE#FsNc!z@@{0~{_eK6Z|~Wd8+vR-)N3}1mE``YWV2B?&dwn_gN>1U!~Pa& zY`E-C(faz5jizbVrcuw?@Z9TmSmQC9{C}=0`*@Fy8Z|m{`*}957WzviY$NYVHJ`Ms z*htp)cg$bUM*o7j5gS&q(f6y`zC@pmh?`vfRA)Av>d!YS?quVRGV^=;BsL7%>{$|< z*qAfxE93MAHfAm7|LY}s20mut=w+d;u{ZI;UlwAwT*&w{#KJh|lE*xCV$Xfi65r)) z6zy)R_`QUUb$PFj({ zf~Ahw?%Ed?ylXZ_^}S@l(=y-H^9Bol*;30iud*<8xGwX&KMPJ5CwZ+p%tBqMVc38H z3-+q&p$V=m^vL}DYpTV9!mG!9HQQO(5c%Vw%N7>08(Y&mEm$b8EUfZd%YytSZJp6c zECfXzObL--q2c^W^Pv$YyrZinPYg0~!*s0TYcCU70SlE}XRu(WI{6XjO&a; zOdM-&3vaPzLNxSaEH;ga>}e9u|D`ff_sQPsHQR)K>Y*zmz(<@2xZtq&%k@}7kFW)5eVnScr{?{K;hn1bf)v2Ve>#NwkhG&^rvdj0e zZ5a{WkTU_ADdmy#MQ2TtwI*D6Wk!w9wK$?$`hHX zvas%E#DZzl$z15PFKQ29p=$fwvZXg!I2iWjl3WN2*ItIk8=PR_bh}B=-7pqZbAB)s z$$Y{rPctHwg~&En!yz)4=r~+BUciFeaDMaPI5uY9p15L>F&l5sp8uD>jE$4uH0#%C zu@M=buk?H#8_|1;$M)#5;V(R0;JuLSorW5@nPkr>2G7>7@FM!$e0Ad#Hp-8ES9>QQ zd*eupcQTiaZ64dy0;D&ElYUs3L4~J_k=*Z<|+^lJ8F1ZoEtmrtOPYt$xFS z7q{S1G@FCwYL!}Vnga*X`Onc!9Mm?%&AC09iz)pNcE1_VMP~J4I1(JW{DxQRAKNkrFE4?3gb20v)j^mJ+i|fs*DvHy25HNb0dgt)quq%4a$HhGG zV`pn=%;#Z1e)ClOwLJ9uh0yPeco-W~dAMLX4{25Uz1&QNc_elsU^xxEpy` zYZUrRPnU<&AN&G7EaKsfmvoFX;S(7eHm`3CaWShmPQ#h_Z?-^+UiFoWmBzl%)v!7+v8U}IH1QY&pvSFz<|}V^0gBOiMyXC#Lwlx zN;vs_yc7ouKhE>xkv^Q6wPi*r!ENO=mDP@HHk=nf=$+HR#;rV=Gsg&Cdk?wFd_Knp zr4#nO>JS?*r)A5H+Owfh>7!S)l;ES`iZ#+?Uc_p-1z)BUyw7dACqeLZ(AED%7?%ap z#{mk8F9=?Kh+bb1&BDtWRds16S=jiaBCc*93pb~$mlQ2z;YIfK^IyrcUqd;_R*{A4 zZOumo1h>*Bqy#){Wg>rzbd%Y2f-k{C)<~f6s5+w1~^6 z=WOzv+5q{&Zx(Z>G(h`PfVq2KJ?8t4-<*ha}eYXX&Ru!*}8}pM;>#2%C20>*dX# zasEg98s^N;m@UCceLJ@nGj8RNFS4yg=Pthio=PqD-IIu2oAU|AX41Yj&p)B7(!uZ5 ziBC{*ueXah`U$I-rFP#KtHJY$|Mm^vsB-dYjyzwDhXz~qyh5rWZ9G(_BUO#K^2;5+##duvX=<=iVij(v7O?9(E5R=B zIRD^lC1f8&%ftm&LO!geq+&uPf}X5@a*I6ka{4Zr+En1xKgBrZk_sr_*iJ1htbozE zJCU8QE5JJtb^Pp)a`0#A=NdgP#{pU_6X{-#SK&EZ180=uNTBwjc{ODinf0arerOra zB~?>#er4cWER?_IQAXzDZ~SY;GDLJ77|oF?!ylp9u2m;X@jn0n0RR6KS9v%T?h~g} z2)QZ=i7u(Akc5%SQ4uMrBnpxH%#osy9J%jnS*&YWyKXY;47u4|Dc?{!B&j5o^xNNG zpJ(QsXXf+H`#y8vd-9-KVJoJl$UQH6-hv}I&|vD(g2QL+l%_VdAP^^nvb0-}@I~MM z#*P*|EyC$M&)I^%4yoP#5Z{btJ!8Z}qjV&!S5iJ+NXN$yO^z_0(s6euALaHVI&L^{ zl-q)fj^VkUm4>m1YyI-odrJ^c9X5aQ_WJeTHeTbgi4z?ImM{1hjGKNdugpW>TR zkprvuKE;K8$_G1_2K@e}F2nUf1G*F5Xnv1xKpl->@7#3_=so^YDRHb0mG~~pBuv*~ zkEzlr`*U@8P`t;trK%P??53k4?$n^pU}olwPYnje+ixvoR%6<;nYuwnHLBa6EdD!E zjX3+^&I}tPAJ%qkoTw|Qi&#Xw=dpRG~7Izy8FB{ z6&V}4eJ}M@AjL?dyFG}CjtYANj3+8koMasV?<=rx&iW*2pd1x!A06^wmgBz(_Zp^u z8IHdYGkD@#hWifwuKT!=jAH+d&W8w)(b>~_waAHLY>8q-NvxD&wSZ8ExKc5i4wl~s zg<=$(yr}*CSs^AQ)MWE?7Gh6jofyxPJWTUA?zTBD52Z?FSUz$@j0+Y2d{mK$fw4zo zwshv;tL_zpu%R3*>{5*HeVv2ab?T03^Er4j`Ee-KGzG;ZtKJ$1q+`aR#FFc+DYz%{ z;|rfPsd(3*tt8eU6$zsXiSn5-7^7BEyZd7dF3E~rMB_*l8%~lm^Nht#J!0J4>L4U& zi>dCs;*Ip%W&^jTypgh+O0H19gO>g}ebsMlkUqBNo#2WMYU$P=rH4J)feL6gVaT%8%c2xcBc0C0huHi-RE^v?(&73tLn7=^er@{KjR)OEu8qA*-`|B zBdO*mBMPAOb<8y<`C^DX^{{#ELIH5`QlIQeCnVg+=P7cP=SZ-`yJ}Kc zna%$}?XxHLY+UE=+0R3Uv*}g`&uWrkp9T=R+{v&carE+oW5wWUA9bA5wHWq23J=Wt zUI^Az>+f!TQ4EzGV+xu6Za|RLML|@=b=@3kULbkoY zY<8}5CWOw)u1*rog?)2f*Gf)h!G%S#OfMx1Cc1=xyfqsXUH%i+56y;Gk+0>;2Qxq~ zU+9aaOd9O#7iB0$rh#6k!-nTS(!jiILFw4_bZ{*jgpZS1z`^~(w&h?3n2$#dX;)^$ zXd&mxdB%)gx>(vo35Bd|A1A_chTy!ui@QlQ7h`phT6Y*?x*Q-9~1 z4ct%FN#XQVaC9n43z18M6u*!TtH;S;`Ev1@`L|@4c<-MR@ND%4URxi%dn6c0yweToD6iPZuRIlMqnm!&DV$p<(dr0~+3jezcd z^W#B_D=@KBNZj?R6->Bl&%G420j<;hpYBB10sWJ+S^Sg(NUJ@v;yK^~(uv>JA3Wv; z^Dos+x4m|Ui6yly1MxRN%l(ZF@udxL+~()^khO=v-*0O-d+GswT8Xc&>pXBA%lgmm z@?{8I-t$TP;{ZB9#lLmn5M96CP5mZJIJX~j54HskccUZ39(y2oq^ELibYk;u4RtBH zgalqCxi3R*5cp>Z34*7PW1+W{w^ad+cuzdplWL6|cfPyu8EON^OoPRFr*javvVWU^ zjwx{TEp%`*%z-{2?bTah1zO!R9eaChm~~+rFad>2TedhO}?As7%Ho|eo@(RY(Y0gw=x*+`s zDoty4Y1x^dS~+GC6Jrd5}a z=<7=+9=MH!qR`m#ceZGGH(jzU>n0L%=lNqyEm1M@tBF&BKT7Z4uXG~91nKwg-by>; zgMmfU1*s`VG3A*-&=98=4s;~7C7OF6$0{3nsae)wNJxkc|b6hn3ro6n=Fcyou8RJ*cEf!_0 z&POzJ$D(-Fs`{qv7>uwIU!bVOASE@4xh*{!YrX5WNu5vdq*lgv88 ztG`oT5Q@i0+v>RkVu_fR;@SB}JQ)+<($04$6Hr@CxFl6K3EQ6MZVKj%#TA#;p_kUh zW3GGTbPP`-=ID!Gmdj4S->S7bwyRT7MqP!wBP9hn7+?7m4y54N)Vysgw*{^_@pBUN-}k{VyG*J4d*bo@Zk1 zMz3X+8=1JJJnV_uuME`biD2SX7Fwhpl5F+OLT$n+@pi#148A2h)k?}lX#ubB2F*-# ztmUQ2K1@Ty3tZ$ojv1I$Pbs-`j)1CHlT@rB2UUlw-ZebWMs@S-$}k22sYf;BO$h|# zZd{ek^CSlwe|MO!Q6}KDa>}pkf3q?ENPS;ybT+PA=_22w5in$Y6ZP@aTol)@|9LKt zhyN7c=P85%yq94h}j)kesMV$HQsdphmxF-*H9nBYck(7rblozYb z@8+X?sbXJ{Za)57e!@2*Ux1Sr0&Z;hnU9}GPf$*@wBkI=vavRQVv$Csube( z-NL7YWs7m;U-pE~axv=s-o9S6x(N54|GIQBx){TD&UwBwE5_rcDRV8tMR+wSUF7cX zV)SkD%Tj>P&M{^%6hGrDOQHwv|FYRUXwJFknz4!yr8;dIl7LtFPxYwN2z#~Rg}7NwDn&zv^S(2ojrzc zlo*xc%ydWSeu;9-73m!KIZ4Kajh@GZLy!0McAY-=P=dN7^W(9mw5bCMGg4hhV%ZDp)P=_btn;2Vf zWg?WZLczlUB)4;KDM(Sr*c-y15qxA?Ck0vq=-b+%^e%n$yCl?hDByCj{o~gh$2RedWb*X4RAA8VkKNXJ+ zF-IIksCd4wo8RhJ1q#i5r_0V$Fmv+Uns){jc;@SnQ7`+QNl#DidYQxiCj|vHN&hIQ z7a2DiFipWb4y`85+7+l}p0%x({eGYkNox?OK+f9aRlN%o+|yb#7I%|^w>on&l0+2M8iYbojs6iM?&m!tS)(oD{kay-@7I^oPq z!2|`*>-H1nnAahmyiih(f#w(5gYJ~0eo*oA+9wng+flA%tVqVBLJ3;VCo-DePoo*t zkdfkCw7t=-j9uTal}#Fw(I`q?*q5gae{V;zn5K^~!M$^lC1v zk#V`CKgxYi30e!h%$Qy%#`8nU?Y}4`*k`miF)OMVRd;(_RaGrTy@v<&`F0g!V^ouL z_&^CRc`euEXO!S*_0ul`e#NM1(|$}!rx>NXE0tu0+4UvG?0$PsF-jd2(LGyVi0UHQ z*_%TPQEGRZM4xdX%J|EUdq@`I9-DG*fsZ5{@a0?h6IX=7jTXKU7Dc%0P3*lbdyDWx zs-zz2Mnlw23M{?A7#U#?D) zglhfnzpGdBk^7lwT*sqATxjg>d&lPEUcK&X%Gm;3ycd;lN~{2>LvliMZ}M@iaU5O# z0SPUfXnBJMBn<9X61~J(h>QM<)sKbQedoew?v`~#Ea;m!^rnd2Z=(B+QoQo8+d0H~ zUZem+;gv$`>wG*^?d?}ql8+}pNX^7uFTlB50Y@H=#9Md@_7HJV zGyG!GjeJyFU^}_AF^^qGwqBeXBqE34M$6Pp zA{q{ICF}^vMY~f$41z{BYFo+cyGi8Y!WJHR{tr3mnl2WdPs_oqH6L57Z|35@ie$2; zFcHPwrX%&GgS-3-P>$TaOYz*5UV#yFs!I)j! zju4xZ(KA(gxFj_ZOIM`yLxqyjTv>XvXI&B+<@Q>%TPC6P`GRi}>ynV5IjFm>Q++Hd9F5#VAwsGe+}SjqMSr zwLGUWY!;5vx^piBV;*B|y3t&bWC*4V7I!3*0&&3ch2?VeL)5bFW?brYM#61sa|ih@ zDwZa_vfIU;@6Yph+{my&%fH4yzf1Zcefe!dc!oD}Y+$)cNO+-^;jaF??Ix&2xs;jR z#NP81B?S-L-UiFIKRtU;Gea{JxyX8}|jpE5t9aef@zjm%2A~V*pt4SK6c>x&zV#rN29O1j2_< znkR8C5X=T^Jwvn}!;-QK?Zn*&AhzPR@qp$-Fk9JtZzv=JIQ~q$$-dEskkJU3{a}OCu-Q1 z0fvwMj1PF{fa`W?6@g3H5UxuzenHQL7}^G^`xFuAzj)3+;vqs)a_bes?mS3yd=~7{w&eVm#KqOeevj3a!M7SqOQbs|HoS z7Q-v!^`}vY49<4LAt|z@@ajW~tAaKen9kqbx0;h7S^U}**_#ZcY@gSDv1Cv*TXa0$ zP!1kfw>p(G${{=AcKE9=G-AcveL-RP!5@%c^G zBo-C=n(EsV-%^1~UtHqVJQduh2$~AZR46_5!T9=G8feExx3nIrg8CHem~OQyFkgIU zC8}Ko_c=1(a@?tb9sAGTUH!Ehs=0RjGXGf(s>-sOj(@A6#ZEsZBf19093+hz5^CVK zj33P^wFcDVUJeP!*TRD4>uRI3b#Q%hw<6c72I!=T-Q1eS#?^U=^EnMLU`QRa-_iih z{m&mQR5rj4v=KED21ot&T z*rDPXw~;2$VBURN^r8tQetZ9DUqc5D_gIO36FS5+s*TlNq{G2ywP~i8=%5-Kcr(h3 z4oDGN8=p^yg=ZIEAsZ+2dX5Z6Hp4{WKpfv#Gi(pID7NlJGXzUKaQTnb442>6@y~m- zz@}?!E{L_Xz?9wPYQg3fP?w1$ZKt=uwsknfv7r?b%Q+`h1X@8*^Hr0@zgD;~8Lh2i z)CLI}HCH{)wSm~1ME4NGHi)zUO7qt?pwE7ex^<=v8tYxfZ9ccbc89)w!W!)$mYPp` z5ZMl#4vo9#AGL!Yx?Bs9?||Q>tFr3-JK*e}<*2cq4j9clHz3#50YzWRx?A0!LAa3X z_XBMm;8UN!+N$FjSRS~(I=B59#EvSjoMxklaH)w58<$U=A|3DTgt#Vqj~6?;;9>Vg zMW-EI&~ipMu3~!^oRru$+2h>>iABzX#T&aIPv_2VnspaM8NAY=+IGVgt2NzMO}at& zl24IEayM{OytG68y5S$q*0Z?(IWR8Q%kULHhpd4IVJ^@EY9HsK284Pb!^==7K&uD# zcgU;jIrM;vS=n)3MK(6Rl;)}I0r&l~NgIZGU?F|$&BWOrc(L!$hf0+`7$3`@2 z(}7x}_jY|y`~0~p_rpFQKXBaFm(>SXUL=}+Gwy@KmBD2hdi{_uRXKGut`D{q{q%fW z)d!Z^ArCK{?uYh=l^>_x_QN@&M55w}0oe4hjAy&W05m4)i*suaz{UX?62WQ!c5>89i2;JHVC;2W80!Puk?5Tf)K-c8%GWHk*)1LC2Ig23}%{sOrs&5eVn6~wte+D7r z+nI~k-VH)e-oK}em?7XG?YI$3u-HEgC!-!~TrnJmqhmh%toICqovrDNX2dXT?lvVzDH1)~Er^6tmOWyc3 zY#1&@|Glw#?+8dm3-WdlhT+a;-Av|}VZZ>}lB@Z{&>Q7f(yBHBCppL7^rsJlc}Uk~ zkvGFoV*50s_1*~F^oTM3aeoAY1a6HKDvdzMbWmVI;s_`o54xsvc?3*9{^fG_8v$+) zSSMpV0!H@_bx}h{z>_rj@qp_H^aU*rJ8WP8OJn8K(4KvS7d-`;%`rv1Q%M zTONQl1Kf{QCbil#fYRl%3j&$qd-~z9GChlL24V#aZX`7|^}*ss8=*3`o7_n7rXK``pOr8 zw2iIx6>J%xTJ)C_9T`v_FZa~Yg8>{e4vGKyGGLWV^rCYh1MDJd z%%Wn~9Z6sS^`463WEun1yV}ktN4i`5v;GM6?#&=s8z~|uo%u9v=-rbxR*2poSD3`+}UV#Dr{0HTvR2U#BnRP5r zodFHIo+s}-!In2a(a8zIM`jmfWN*E=|;6|KIuLl%q9l>&LYlT zZD&AYA&=VRa|SqNR$sRrV#m|BxczCA0lj`&)~>G^ATfB&^v5(?U%H~}H_HIgz=xXu zzA->3!9^qZ7X#o`h7J!06Ub}At~^=Ggw@^!J|g@~5YTJLP7z_ke{HgTlHyFb{BF}K zqBIkn-ZPHw+0BIC^j;70ekOdQ7ndDUV#3M^%a1i`Y(HYVWi^g7;h?_P)fQbQP}Y2l z)iq>-@=?2vo(oJk##z5)e3c2Ghnag=R!o4rDpPYiCOCJSJeYK5`+Z+qV(Y~O8;5^G zpZu9{v(<9R^#K!-n@&h9hB09k&l&KKW!jTk43#dKT<|;C*jOhz0M-4+Cw*STNOEuR9~fg6jo-Gfq2Mu=QM5Ik8|?a^00)4;F|G?Dn|g$AY(tZI|B%vU!;wN%DBaf&}Lp zzm+H!SQbu}pJT^iC~}XDoMJ)C!I;%iIV`YyJF=OlkOeo#<;8-^Sm4Fj?XXzM0^;lR z!P^ZiP`5Ap^17J?)zxatrkyMZm?_R1=wrdk>uhlY1`GD|PpS00WPyd|oos_C7Bp~c zz8mFoz$h;zV{pAl9Xm5VOv|46C^KxXvhgG9M{kwk9g=Z8BYlNm3H;lqt z_tU)rn?`|OaKMI3aunomUX2Nt9cBN|>q>%qM?tdYtX87pDCmFJE8TKr6w2c~?`3L? z!Z;ssK>Fk;1g)!O5>Jo9qWbSQyNpNSe*gdg|NjhEc|4R|6rLmr(Wk|dLa7iHNeg)t zvXv;ZgoKJxp|r}DB#|{G5m~ad*w?YIgE2Gj3??CMTBu}Cmhb)R{_cD3JzABos|j*FO*1vbqdTr^(3?_qI`i;%K(?aw}3 ze0SgS?$RADh@F2F+SIvF(Hc^WiQ?jqmFMA69WGv#GQ1LuxM*++Qo3fw#c)CLgCZ*~ z!~>0gq&jeM^cpoK*_8|Fg?bf)G#Bd+(T={`%*8L2Kk~dWU5K!pRv3TYg)QD$IY&=+ z!RefBxR^&5-hSHF-Mh65E4~Rdf8W~$*ZF9|+o%hF&dmo{7k5HCJaD|Hx)Z0q2B&PM zb%MT@w;++(iJ}2dzvg?L@W1YT<#I$P+8lQl^FQhY5!~YaIH422lf`E@rFO!{i=|bV z)d`*-fv2=`J27-%P`#e?YZpHmZCKff4`GgXSoNI<(o=V}Ywg6*Fwvm-z)s|qX8*m( z?S!C2t&hi6) zM7a|sZ}wdA*6PHls70BMP$xVk1VvtN>BO|m)|t{3op5hSTzS8)1Eumky=&V$a9VeG zcH%?_mZY6qxh1>q$k6x{wac9hE));9Uo%E48GX3p3Goavj^3S4wYlW_vTR@5yB%2GUnKGFO$VxS zUUpbt?LgnyrWAks4(yQ1*eH0v1N_TG_no-af!ykc8K20xGzzBrwSYz&1h3tFAd#?Pk@qXVMY@T>@JlRVDG z)8xvIWJ5MmeAaGTzMG9qd-r(#MQjw9RQVcA5V(DIdGp$O0^Em6!G2K$_K8jUNS!2* zsCZ6I<_G~kL+W;i{RHYK{=RJI?j>0n}H%}2^a0uxpj!f#(oW8%ARDW7H-6Y zYj^7=h&eN0s@;8`x|0Ew?_x(pg&4T}$!qOYT07*WJbsIMw?jp5&roStJ1En8RoqUs zV@=oDh5WqjFgvgJ-KmcbrMPu4DWfCMudMwP-g`NwUL zs-^6Zz1@ZfJ`0ZeX|y43|D&7w)2%R+&-U$64ER!k=j?O69; zEAsc%DyIKyf#R1lZ}#79!M}e87pt1J;6-D$f#x3?%*L|P@4C>i?F3`rxHkRINHjw}dZ@o*x(T%&jiY>hO=#P8b!=j&38J%<`zhv4_*QMl zFxt}uw|l4LwbwSGz9LRhzpD}6K3|*+!WuC)#7R^?-3UL;)pCLkjo_{tXiZRR#1Y>l zZu&?Arse)UnaFK`oS30?On3uwP6dRjN;RNb?@XP3Q$5_j^o&f0*JEb(@0U|s>M?vZ za?>e`dW>*AQxAWuLs3`YhLHX`7>)eLzwJRCMji?HVpSb%ViX-@dF${|)@~)6UW=^Y z#ieK7)nZDpVM@EP7D}nF4P|m`5wT4?%A>y)&*Q!=U;ncfElwICyP*yR z26m3Jo^?>I^%$bXkvKWyJhv+Apl!pgoY_zh2mSxz6!hwG;EBxe`3y4NH@mj^)YT)D zBdr@oX}~r8?kMBH1`K#o3VwZRKyC8b<~7p|;Ekz2d{MX&qO!VCCa#UBz0`r2tBuIW zc=`BeOCz=<@18u^-iV^!tPDjmzfr<@m#+M1LV(9$vM!svk0bv^C)PJ3PonXD*8XM$ zU*45Dq}&W@D$RT>s~JS3Gu^Pg8I--HClr^_Fcay%dhKL0T1rDtC&<$fyCC|rtvL-x zEtKc=(qeq`lVP|IT;@4Sio( zQ89KjPz%`3Bhxf&LGB*8JQ}9gpDr)AZh>24S)O?(4H3(!bHM^F*up7%FwD~en@xf$ ziz;X^I=0EFsfZkVzh}sd(h&1?ZY+O$3;yuRQcK^^@K@BeHi*QZ-56$lkhcY|MHVd< zPiujx<-m~HZyJPObA_qmEjYJzW#v`V76^To9AEgj1=5cTR)~=6Bwe2v-VkcVkOAH1 z=JyudN)vYYzNQtHRpF9%m$srPphL`!rxosrK^dzaw_>9F&Uki2D@Ii>Xf<@TVw0J+ zxTI7Yq7-7I29LMl$I8Exy8GME5+0eLyM_+0O4=s*gf?vRU-J9caymr$2Awx@+Ms=s zuGP7ljsV_$mHD6BAWzY8G}}Xm^`Gv!{X`q4R1=*>uhVhig))m%M@Q#)R!OH39d5Zo zftu}YFxBgmuFq|QK;G(oH&xpp9XmaKowV~QFV2i0{k|Xz`0`dd{yjY?8spWDmY`J2 z#&kNm>+jRGtLa!czRJ0I5gpab8*=3`>G&|vG`p2T$FOX1iyX5J&vM*;7E6%0$5j3Z zxzcfFpWl>v1sysbr#atNwnJe)-}E&Z-`=mbfB3j`cncnJU{LAsxh@#>{zW^ohZ&L; zvF+Gkyo#@6Q9E2*q}RmqGoWTxoY=w30Dn!-=8)^{P+z|z>h_g(taCioT|e87bd^H} z_7m+0oKXD`YSRwMwNztM7Y086;5k4$%z*svSmBy&3~+sydK^h*z(>90mHDT3*nAuk z|8$h>AFlc%+2p%F$J+i=F`a<|+tsuA_ZTqvck?ujL-vFB7L`di7-&&kZk7_w0FQ-) zX#kA@$GWlwpH4Gj`y$a%%!rAPdsls0yoZTn8x+q-hB9F{D>`w299=oTq?96FJF*U1NghmhZlCA131R{wun3hx~s0^!t@0o}dT+s`Mx(eD|Jd zSC3=DF{O1m?HLmr9OsstNM}OtyaxNGh7ZDL}zPnqa~Elfy15lM+uVA@$D}Bz&4r1OqP?T~7nvB!h@P+W zBI6m|d3hhn58fOU&aMt%B6hJ$*1mgWUdBsw>%+e##sZ zv(HU@mq zx)v+(x2dw=lVhP_wwr}u3qj9Lu<&w8Y1Z)rNM5IQoPX()7#3vS=kJk@XW`rKK$p~H77R2aV-+%3@clPX|N1ox|5e=`-CoE- z((ViEO3PU|*%of5Rm;Mn7kz$p%`E&(H_kC&u%P+1={>!Jh4wi;k)u5<^bMD3aX*sr zyj^?2?mG(`PMlBp_?v|tqiJntCRiBy*!pj1hJ`H}1B#vt3GiQ=x1L-=Kxk6#p7$~W zaWbb%7Kjmu&}4rNT0Q;$ghKLtv_3ddxnQK&I(s@y{f`mhPI-bd4j(zP!}w z*E0giOZ7u9r4w*dzgsr-l7Puz&F@?J`vO!CIX(KVe-** z0=jbJ5#k(@pGPdEBz6;cYdP<}{sV!E^tqmluLNwo%{8|CB9MRLnScHm0VUq!sk{D> z=YClIsA2&dYaae*wx6Gkxqh4GMqxGvZsbfGtz@HksA;HuHEEy8esyFW8w(@^tvlt} z_;mh^xXo5Jt~wlA*SCX>%~p&eM@=>YF3yO5+fUAKeYkUh)EVA|d5RN<+3?7Wk@7vp z#{0EV=1c6z{X^QhF-~kWhD6TFoMj`!bk+1LcQzU--#cquWkcm}>`e15Hr$tI-Z~b@ zMvJ%Pu9qZE^!m!Fi;--6sq5eL?-3j4(x(p{B5}O*R&NwaW261!o?VgIY^Yk4(w673 z@oM+)C|eT8MKwlJw2BQ|E6J`04dgjyqGklz*f6I46*MJrqTPK27QJQT&**yp!1rwI zF{kd}8(_nly+kf#h{O@`9TXX5Bfog@@7TX=oVmQiV=aY)Ny>?5X?z?Mt@xolR?Not z#di+BShJ>O$~16pq$YokRQ&0N{_InAc^x~ zXVl>*Bn~x_xmKRU(J~aE<&!uE=JG#kk~o(HuL{+ZI7>WtEj1=_7TGNnAw4t(~QJr=pg!M&Ojju|A*sLVPoyI2k$WEU-yG$i96%X;l; zN{+$O`qow)2)4B>`AX{8=QH&7j^GN%_(tU2jOc|Lxy7E^JJy?mv6NgSM!FP5Q$&=FvjKv?yITn4 zEKq%NmPG(|6TH)11Qd)!sKI>%YVtPfulhnj)<(zf`5=KN!9pSB5dv02OB#x%2$T%G z(9oVIV7~K|S_`SG%Lg>|EQHuN*eU$x1L>dc_`&9)1RIIZOs8h0$^ZMPxkA`RHhB7S zQlymGSd{cySa-^mg^2`Qnos;L$siD~zrt@H`3?q(-BgRbPR<96wRQfIeWNb= zhU-%DeGA_-G1bdL=mVYwU-DVVe6ZVfj(qQJ+J$BlJXvTZWI_{dSui?0ZDbq8f~+2Y z&>%0_M|_Sq)bp{Rx3_@5(2NE331U>WpX50mh2Og-$v%9`?cnRjOdL7i)$o-{>UxVE zkz(svXnb_q!xPs3Mo!IkzE^<>86GiDH_|S5$9W|Y#)Rjtl9k1!O!UpDe!BR92_+h_lAFYYVd~93 z*&32R&}4+qll;g2c;mOfB#((1&gAVU`OdRETSez-2JBqzK9ntCA~EytgT3X^LEs3mu-dU-|YS|wN`ZR+xFdYx&^0X zn3gX{{V`Xff9?Xi1vjswVDq6Cm`SJ$s-A2?>K+MWx)-UJKCmw}X|{* zv^m?gXh^*2>U`3I)Ln;1f>YPga4ax*(M)y6E4OjE>qBKLZx)T!Cgn2;J3#-=16ZNG}n6`wjFB(l`lDQ&bJZ2 zyTS#{9yLNlvUh1HsfQ&!r^L2sHsXQ9+mgnX28bK{>idzdZD5o zjlmw{0z^G1ne*okrqshw^3mk)!g|=xj4_9G>hYEJbV=~?df0sa?e=4RJr4d^{2^te z4hNe|uD_HCRO2eP)vFiqi0`->FXbNbt~1OPwiQvnnoQaq#ur-F|0$ijiTgP zZY`L}=X>o3YN46Ur!G}k3!h(XJHEhLltppwWk=TH6q~8t)Pg8}`c!IDEk3%RI&P^}i_iaUtYt2&MOA#sJnw(CFt)yM z?OsX^0w2Y0r{>h)c4)zZ;ffl>b_@7!Y^_1WkEno)@ika_Ce%7FqXygzIcZ8!4ZiKs z>wg(k1FD`aV|7dobR0xi@+s6{RokgQ$?7$5HtZ`o%U=U}b`4|asv6t~k)8GYR*kd$ z>uh^`tI-Coy2lbYA7ojN6L_Dxc`#0Ng3L2v>v;VTZ#vrKR2rcmxB96-TCTF2^0^EnDO5z z!DB}JX{*P@5X!5vyi!vH%}ql=O2>=fR__|KdbSWYf!%iULPgjgdeg1bst|1vPE0+~ zLL}yAhyN#BfJABimMX7&XrB%iF-^}$h|^n}&9k|vykh-1^KCBV|728bv&%*B^{`tN z&vFr^bu)AyGY1YA``UIm=3s@5(&Z(ZZ;*QU-s>p#8*p!p-)EY?hS1j#A32|F7`*%C zm%Stl^0Gts=Cv|mker?>B|(n6yD2w+X28ItMJdqz1-|`jsIbs>f)zY@c{TTj0UUL4}*B9;tIEN^=KA@Ic(A6X!u8^nx$mHvwg4 zFn2&~7bpf&8R`wnRg|3z1_Sv{R8ju%8Wze~RZ*@cT6guhR{0^z^4NpZRg{TWAJp}n zs;Y&o8{322tNffj-TpM3ukyQ@Inm>Hwu*8^E+AF+OcjOa`gi};&Q*SYwP!ajKUqZy zPMrCXrVa}4#VL_jdhpw2^Zihl3n-uRd!*~mqPjOq=Ro}x$Sk?J=nlmX)jGmg8QcBP zFLOjPq&ozE$;9#`XPx3%4 zA|&}`eja!P?U&CTss2weyhT^J+an$hCl!33JSFpWCZMxwd}8 zb7ahYx;;4a9P%q}>FlXZ!Lk%>t$vSGP!^c3ySF(IeXWp zvNItQSJZ5gk_D@SdmS&$WaF{K(1*Vc*|^4{uF~VaLdGKZG=9-nFnHY^t?l~?kG~on zO!j|`Z;^lgop;W`NZAYT_S-q=49Rrd|0DlXzsNy)rLuJN(H!J$Q;>>I&w;pe zil)tI4wOFV>Di9tV)|mWO7iYJ@{K z7mg)d%EQOT^xvB;^1!z&{p`iLJj5vGx5oD7!QJY_m2TO5^sjKWnLCva`C8qB#hLkt z^=T5_Z(RVlJ}LKwRr#R0y%H^(&c_ua6_NSF`N)q#)JC6tDCphV`b#w*`mN2Y7xm}i z>YWqq!DL;=8OHv)AX0!`e_sV%D9%TzMD?PwUUHu=-{*sZ1-Pt=?YuSl(6mr4q|W5w zMyB%u@q_tD;wm=(C!de{=7g>cQ**nyP~w>&C_RPctJW6>qxG3USh z)Tb1Ilr8VNvP~1vD-GhB+kNh zo-bCHLG@GgG1v1Y7>dhdwY)AxkjL|{R*Iz{el3Xlue1z~F_P`_=S%Tft=!vHy&UrI zOM}bF{SQhOzpVIN1~uD|qTw9U{x^}4A5sS1he5_{qcZG@e@!2mD#et7p@?2nIn1XI z8N637LxlOM!wzdIa5+%M{@K}b@RnHS`*oIKS-XJlD4CxOMVXRrAu38Y?;!n9rlouX%F$-A$=~971(s#U ze;1giqTZjbq*O`8%e|lU!}u#<+b&&`Bv=WmWw1w&R3(JweJak9eU9RrMA>9giDnHh zVdqi_IrV^)rva51tJf_3^0X55g7#6y#g$N+EpyOzuRx5?8g^eu1-1poH;1HEAR{dP zidJ<6hI?1?Pj^=!>1k7E&3FZ-E~^K`FRO%A%w4gN%_RP#f9LKUsD!x5z`Kx>m5Av( zb9irKIePq8_s{p2L+wwlY52c#NQn)Rv0xneX z2#-PXT*aAxgBOwUN2h#Bmaatg8P%}z-IZY8bg=6nc>=G*`47L&SK@yF009606qk8i zO6I6In0 zFr3#AD#9X|xyOYg^MXJm^UJc8;{>T647xLCFwx4SH1A3=5s-c(vQn7|OE=wbM2m@2 zn~ym*8#58+VE5?pW+sFUA6fS9VIu3m?8-q$CM-6-RQYy}3Gt%r=)ZnUh#XxuJ~M&| zlY+1V^OKpF*DYVSD2Iu^g~#R8?=#WeGlD-VMEg>yaI4s2487vp0SXkTD87}>j1tWK-_ew)7oC+S!n2*0CS71`hk&t%$avhgh_RngvvjkPCNU3S^P#`4q8UR>D4 zM$+xDwf^>OsGc;r5$?){kIk&H{lz(M@JR4F;kSfb$L)7fo`TBco z6!+zJ@M_uUjD$`HpAB0(X3UGnYhSlnjI}^Xz_#hH8W7;eZ z3WHA{myqVbaOWnD>=F)~K4~bc>Ts}@t9eDslmi>TQ!kCSa^Mp%!({zF4(k1v-n4e& zK&H2UVxKz)XLaolIr?)DRC~MLHIjpZbNPywQaE`2a#vtrE(fA_ockloIIy}LxhaWo zpyjr?jXqRFQ#2RNWQY6Rpf2X7VJRhoskNH7uidOU{bMm&z&B|7BOi2Ac;`@dXm zgn^uL-me7O7Sm6gnngeNTD+DhX~fv`1-}*R8xf{#Xr|lLi2m&=WgEL1QTueElzm?# zx-F*+c#k%MtG*;EX|fS-9xe8g*N)W43Y(g6>D zI@@-!dNg<8DK7Slvzj6Ux%l}@ zyrlCx2N~<6=7ouK5exgD86g~4ny!6omCC`XwL2~Z7jv+JbG39Oiv!z3L3J`obe~i! zg@4Os!{AfAHmib-Sf9T~n%Hc-8a6B0O|j8>#2a%h*bpoHX0c`m8$rGEj1L@ULqY zQySUWe)pokY$qFX6WpDvdf7O^mp#9Gm<`DRuh{dy*hpBXJ#u|I2QkmR8lTerY02Mc z_Ji)v;fv!77ADZ+x)pC%-)6(SwdCKyVm73gj$RF}V?+2@$n0tXo&TDm&mvuHI20F; zRG7BCkMsmBV!`j>+!s}#ziZ#6qN-`X!+X7|+=7_!cTzXfFl9n)Ov-9hj0q#-lw{LR z1}HW5n#@NGckifUwr^)_HsXs1J1A_2o%MbY^v1M_@>40)Rg znCE4-$ZsMLYH71sypJHFXrWGgY6D^g%7;4o>d`MN*}LW)11rdvLkh+WocR8xU@f~I zywB53tEw1~T&tzM`yoN=zI9m=s|iksJXv`RCdi;L134Ir&@z z7O6A7U;kPUD&gezCx_~>dB<1P(!x53m2`GVMAzZ%`kOf=Gix!C)*&U*Sc6kv69)%n zY7r?Ie$rQ4gI7OW-<6hDL;9bh->nVRXui09TZ&gTdgK)zr%tQJiV*!vuWYLDe!Gg* zq)!zFa}E?e5vfAyfq&ftnpJ3$t_*NlSP8Dt+0uBEO1!CC{di$x1uUOPoSOJhft8z& z>qMHCqoqrw($k?FQ5IX;oQBFE;po?sD^?D-#hvSilgdyP9)0X%bs1DwKS(C`?qg)t zhOIB#@1rf&P)1Qu3K7qL!MQ`F7)hM7P4Qs~j_&(z{d`s_7}XhN#IOXXg5GeRTq!|S zQlXr6elZ5}edh;$EyfBbjT=k<6=CeKW!jDLJBSOuqjA!*5O;lJ;yk?W;Q7F!5)0lP z9MwwHc=D?NK8<@KW-ZLeA4iu{9EW@uCPr62jn9MnxMD^sFBe8lKekGK$i|d9-KImD zIe4S2bMd-eHWcFrd^creBkD(VYG8X7QcCta>y2k3Rbz3Fr2cKRNmkB^IGzcMTYs(% z-p<7Et+2Ic3vNN_!c5ogLTM1G+@mjcF%5oUrqfklrlS7m{6}#+Zo>8R8mWH|ZlHcp z)AzP|Dr{Sg6yu|lVC#L&eCSUST2B?T`7Vj@W4wK1)SZYG2ZKIZZA`*pn`bh6D-w{Y zJ4Gr}IT7l{8;klAuOladuP{eA4m~03Ebn^6!XcvYd}T*8n9^6y>E^|tR9ctG^1cR> zZWH-EYO(b9XveJhYq4PJFbYIfBcMK!vQqVX1WJDh>#P(+B6G2fqjqW(BoqEyqT?D3 zuS(5qeX|%iPph7k*NKF)y2rSYa1^Q|SEPG9j>3KvJrHgA52Ff=7S-tyFhBA}xXLY( zw$q1}+z3I6folcj8Vcu8v%q`qL0}dc4=!DB6*5*Mg@tkl@`YG4DdW{z{MO%m32fU&4^!=mIL|-sN(rv{B7eU<-mOSTu2|B@D4LeuR zHMvOmxD6e*YxZ6RBO){^sX67s z9GIuQNP4=;g(xK)8V@ZyP6FE44W;UiD$zZT{Mlh;pI$8Ki+M;v~>s`z3ZMW}$a zw%%PaM5!dNDBn4bm^Yv8-}Ui2Nr~?*lXAUIjCxek*XG2L?mcE_LlxslfM;3M%IYMN zd4ar8dXY?o{`6n<9Zw+zl^;*kRNN$)=Zu{rYSM`LdxyH$hi?&cDet=#s+mME<-NIR zVkV(RV&mjjW)ewF?w4z;vWR5Q#`rz@ImDx^b-qeW4pEKIzFX#>M;rzMrTre~kq=Xw z#i!I4kPj72d0`TFh*0#RR@0jW#HmJ2@XV)>{4op)x;d?oh)C4NFUTw+l;NhcPw(C% zZgxA;w9AT#!OE~59%Ut@aFg%ei9Mxc|LHe}Gu%o^#puQx2rng>bN1-Z-hZE{mF_X{ zRVgD!MjWm<>y!~U#dDbl@062@BT7t_lNDt1*cC>|xe6lJVRrqrMkNVT(K(!?Q%P#W zG=2A6t0XJd_rGPNR*|zej=eg)xr+4v{Phi6>hg#cgG^9!uQ3}Nh)$&HP#mAO)6BO>_c2J;kX`cgR6@Ep zJQ8G_CB&mOF4#?qNtERS_h)WnlFy01-aQUt63eY8Qr#1nL|^la^Y2_HVeaWR%~E5L z==(R+bq>?dn_6Cet}GH)tDEBK$0FAIPBi>`%pwv!+t>T_vxv_xW8+y4Y;r|hLd_$d zO_DcV&@ISjlb>%+Dij}p>#5%E4uWAp6j2%;c6YRnvT9N-?_>;vVCsw&$ z=iOitn=GMN%`+_GWPI6|bBsmQcLmu_9c7XYwhZUo0Vesi$-tId!z52_7FlY#Fo~1o z(d@G(Oj2_^*X6xFlQi6EFmIi~B!aKgmiC?_WMY~1RU27CzV~KE{pK);-fbfPt(rj` zS5^+yEMkyPAMIH;gB!?mMThyfhw2G)^$laru6n{XJ7x6Urk<$V_3FN>t0UiEpGYV_ zUq_lJFSu_^s3m%Qj?q9$Ejio!eca|;4T*cXS;=~N4arm2I9X~{O+u(=j+*E23(ik3?Oqt&Dkk+&H(qH@6cHH*-lXD@d*s{nTA2`!A|g}~ zXF9m9h@|-hE%79Uq;$^DkF7a{BxL>X$Q5Nw;BLh+GbrQK` z|1&DRwKAJ{Jxx|VDw9nVcmw}51F{I0`r+j^e4Bju&K^bxw80{TDCb9cEWYjM9d@qef)WVs| zZ3+@0P}^1hy^a3g*X8}bGnx#hb&+MJNIJA0#feahGO_vEf{?a=bl4tO3n}kNgV_n{ zimXy5OdkZCKJ(!=zP|oFB2jc3&&+m68G7BuY3;Sf>s_+(s4Z1r>Rc{jMvu?u+UMdV zep#sJ6hLyj&`Hshd<=e6JKmCzJziH)3%j?+F%y)t*Q)8@#=~R4dq}S*c_tDslYn<9Zq7Q74Qq;$ITC_ zgy>1lvq{~RaH~&sxuIT#v&n;w;tL;umvqEibWey*Y9IHa6Z1u4_zSY=T@1#_A zxCYBjro40Qug2z}KyjUOwfLT2I@Xe23y;t}EqA@^&@UnWPIjagN3XemEtpjYFDkk^ zJG35s+c`hS9@U{|%yb&tzaB3P)2`l=X+YPSEu71@8Zd4?&gq=XK%sY2u=KqKC@*{a zH&};0pC2m`zpKH3>dqN!EW;aMkz`pe>&C!OnYl9;);C};|JcjPdpay+LkY><0z|;);UrF*Xc*8{^|UlfW-We+OESkH7C^ zJoXS&GK}2cFJ)r*w7r7QJtlS)S$6ZbGV%6piemO#CK6b;{Y8RUunCoTqpQtC;F53F zAKI9RdB4JN?iVJ``tch?=CU9o$fW#BSvbA$b-v+47L)?-oc!>C1@Z2TgSnAxI_~8S z)9L%9=iMw_`(`#AD~_F?^x|ME%fT;Kk^_$(8_P-q4q}%u<<01OV1|is=9B?8oX({w z+>7O)|KZC=$!oaiYTmg#@ID8h-0Cfcl{iRS=~LsllZyf6TPZH(wBO-5-+J$Hz;yaY zPH*8N;DB?*h&2~`ty7ic?YO8NG5X!1+=vzaVq3;-8`1UF+(Z8>7wQiK-1plw!lv*p zuTQ!W%kz9UJAUTE)4R25lO7K|^=JM2)Og6TS|nAngoiTT#LYw9Jjm22?!Ee&hpuRm z8jFuSm}eyKw*SFHN?XLbB_ezbjaf`zK9`TbJI0+hDDn|Tm8Usr@{uvFPOS#{@?UQY7hp|N`6k0>941EuncGJGs&4w$ZAO2wC;-_^yoVa?z zPGScS21QORt;0NM^(1szyYRp+7XItv$%9Z;o86UQ9`xoMc8`pu^MvSjV2d-EC zE95~nPV`>D10GB|t~~SP^3YcMHRx;y58FRR>$|+-VOVNM+(}wLfxJ?N%TFHu%FB-qKIcA*)>d-2oOGkl!4%w7J>hxWIqo&N4BA3W*0Q=%|9zW}BdOuz(@N+#(wEF7 z>uJA5t$XB}_%PD=zD2c*53$y_T3UU4d>WlI-)NMNm^DkLSWNPlRRP%B^t?~$3J|fZf$w1^K)+Ow>XmH*WNz$={BOSil1|Ge;*SfUGsnU; zEi-$Q?#E-3O6B3BTP?Tq6yvCTcejMG{JVzVo+P7 z3A_ao8`c^&q3x;pZOipdu-f!=a=T3v_D<&?JYd&^{{MukkDY2l(C3Q_&R(MDk1W36 z71D$ifm1qyt~bG9+H&paj3)H>S4Jn_rQ`H958tkC0@EtRs;H6n7q`Aw)!78b`?(UV z-X;vi{c~>_Zo;X9Qe97eH6ibkhVkp^&1gF^m^n1R8S{1vrjIK%Bk!4z>%Wz>%}H#Z zW!wy@phG%Ro12lfPc&L_Pczca9qdK;panwvHnmKiXhCsz&ZU_iEwJd>8#gbo1p#jNKg!3nKqR4OpX$vPJhuz2 z(ky7f2RTgYR<=sP8=shxSr{i6&T4CPP0HJIj1e{)}uMRO!=HvVJL9IxHIMXzbjc3JmDe`!uyRJEJ zf{x^^vZOg7zdz628P#<$|bi`1z*X-?|-Zv~(^s>dH}TwL3V9N9k`M|dzqIGju7~LIpp?z+A7Xji)dd=^50NvuG(TiX z8#ZQrI^?O-hRzo`9%oJ4kXD}f?9A3S*wkD-;jym`-|wW%2y|+LfxhkXIQKRL35jXt z`L`j&XVnXQz6>+VFTs%<&rw+Mv{*e3!O*uQ`%81T+$;a-j3lZTX}Nw?NBR#j-X;C85} zC1nT1wxev^clbtnI|`;Md?_z%N5)XJwEdiR^m~0$^pb0b&auvIe>>W7Bu%a=$DkdK z%_rBW4Y%X*p+ol#f3<_vrd_Qvl|p^^8sC2Bb{L3z9U8mX4idgwwpyBks>Xee`63D? zOBwT)(VTi`i&!(7v+;LVXP*v*xob?PpI=R(I$7{S$c&=Ttra@=U$rCpkDtooZ4?AQ z4w{YpY)5duQj!SGnZDt$e(Wp?+n*a3N=s63Q%x(3r#T@F)!M=|r)$ntha*cUoRj*% z$k(9ls__EZPzrqg123&2DI^p+n+IN}aDm@b*N{x%(B|oO(=#ZH?i-h1x`V2>rQLkr_kXt(w_H#g13DiQ;k8vz_Q$|h)cmUZd3fK77DVus;5{Tbe>B#cWm#b zaP0d}UhaPs3T$`GcYQ~}=H;|qzdurtJU^cuF-Ac`w9-oM7p=?P?*Zp&j%?9}MZz@a zepHx3lUN7l9P=sPKfeP}PlleC(wya5Tq|>$L!a}nx6>Tsj}_5JXbwKM1gIKxAiOF@ z+Lz{t&E{Fm9H#JGO6_O@&6$#zv~n@c$q64hU+|AYRz!`8&h!ox_|JE(qB-*%?F7a& z=X1^Mai(ksy`a+tfO6^UC~=eJeYVr?5DuPrm~SZide8Ydi4g_?Zhr z>pHOS<%n49rVb1nu<93Y?|?=AU~q{oJ->PS1JM~B7|m?%NSo7v5y3C$Np)Zezu4uW zTn8#j=GVF_ci`!a<8e#WJ1}i@Md*924y>AU`zCW$2jsom71s2h`}g@3nfbv(uWw8~*a;Z+BBr9uj|a{vd_MYwDg; zk5Whya&$;IN#UA$xUkw;3L_Clvuivk*li0uu-%tJUzAYJKp?%pYVN%Y45#btzH{rJ zH|;p_u?2>o+tDt(;r-q;x=x=u+8&BfDB0k@-ElUZ&)nzRzs;qvJ1VF->g#qD<%iF}q;r$UF*{l!JWzWa)XMm_1vG!mkUA>=ZQ$<*FH9Raesc zNlfQOi9Ut38;Szftflo>#y1O#p>=*_7P@s4g{aB=o1L^i1G8VGvwyFe&6JB27J0^Nh12@1YI$EE9z?55IQr(3{ zeYceviUiJ$n6yk%Auy@>=idtx2^6~Q+hVLk;HSr1VYLAP&vA+aFeadL<-*ubQv$vE zi%)J|NZ?fOev7Y*2~;VXOOJrS!oGv;(|&hB@$#>Iw@12=I`U1~UWtHaPQHJqDuDp! zgKC>K2psz4-1>P6fp~ufwHKb&QE-FFa}d#%Vu1HxYk3w zuiqjFB-fTH#vLGVmZ@4ca)^LJTMUt!Ou)xr$$#V12z(nTtj|6}fW=kwo03OhbVJ&* z%LN1+u*S})gh0s@WxcX%1nTGdUNyN*AZ%6H-SS!j&vm9+8$TwXyyT2eaWjEs%fl}l zbP(7Z9rOJ{7Xj~@!E7Baf!YZ%z4>ASqqNU1(tk_f@b+)AvQGs3M~lN2ekZU^=c>=s zUj+0C(S98*+Lun_esHJurap~( zqH}P4C5<~e?pE=mqXh2U(DGlGN+4?rPg#^ffK(%|?#`y=ibsk==Lw{rx9v|WB=Fa0 z**={L0uip<%JN$T3>*92THPfu^@Y>=<~joTe)~`7#u5-l?Ve1v5wKd(5*qcIz!T&A z?hzIN*Cz*#o)HolDVkHUEuX-wX%#Mgm+5>k|MxDbjKJDX*Mk#p60kH$Q7Eb*aKU(E zs`*0#O*V_w8lTYqwD?ix`i#JWHvJ9Kmjt}trwm6h2?VQLxb=@uKzFD9j?*N4ex=sJ z-~$1!C~R`&7Xpc16Ml@|PUG+S$;jPB$3f~^XdFf0<->h@zKmfYqTWz{- z0;b&RUG5JEOjeYYQw;=ETB~M7wG!yJHrzP;g20*6W4%r=2sm1`_Ge@gxYqk)LynXH z+t#AcDaR!;s+;JfgB-_QtweQEo5$0;!|sX(GUsLH_H zrgv2bH5lME3Y$izFi>^pRY>YI1_GFMm&VUxVEjF0yPWw9tjP2z(XnEnZBXo%Z_7ZX zmWS>H2L{w1$@|8vV&I_qn^i6A8MrX~a(j;l1DR%8@su9}7b^mo=eICWJ))kjxr2e- zZcoDk!x$)uycW_T$HeDVPsaQj%|w6DoAgyGO!%AEcDJfC;V|?fHb#qyXZP-QdFnBd z+LArZ*N6#n^t0NS*-V@)IHP>kjEUTf_afd|G0|g@sxjA&iR`ks+6zuHp-60zw%?D?`*>#!4~?w z$|3#k4i@TkB~`AwSrA(@6K_PZ(9|*^gMEO7X?e-tTqm*d(SiGTuQnUb13KA_dTewY zy$)9+Hm;R@Jv)6i8;y!jpDi$BqdIPKShy7%_Fp2y+ilsHsFg9(&Vh~B`RA8DT*XGq zUBgYwH?Yyi+Unls$p*gM^K{?DMrf7oW=Rkmo!32>FdM_H#KY&4*;sMqshv?88-ur!La&}-W1+M1 zCoDg@ZQwxbw~H#vlY@Y~5M}>O93;rvZ&N`WELf^IKP;4k&l+dRz6cJ^HJPkGbby23 z$Ac9W4s+nU&a5yknFB%Z=BH|D931%*tC4kvgX%fM9vXQZ1b!^olvTjN!M%Pa6G}K} zThh)+yT-xeU3aSFZ*#C$ed9=cEeGpfvIg&r;h-wYcOB~^2XZ<^nQxbIVfv5hWaPw!_sy){b!)h| zkvrjcpc@zAxpT<1-dv<63zf$Oa533$U1C}g7dI_+SJa1aQTaQ5NzQIAj61b&O^o8= zWIwMoU=j~GZroc=T0C$)zbzb@!o%8(O&>1l^H4JW=;(RVd8i*(oTYhyhcUj%+o#Xw zLDMKRzxxmmJJvUF&5rUAq~8%(&g5Z}pXshL4iBLm{o#Xr9+=|}&Y2_P;jD0zq)x)a z(Fd)3XNm{O+~s$}()j3^>2=gAgO7XPKD;kG!-u<~(d~WNeB`HGr=FkVBYRO%ZE*n~ zxAI)V=M31ZZgTALZ{Tz@1Ks+%p#e zYWJy9#;yXa{#>RW?%^V{a)W5CxmatgfDX^3Sr%E-&~?Cgx$Hi*?I;-q`Hh(%$+Gj zVnOTV38q4nXKIVmErgIg8T6&Gi+6;s5T1?iL{q&&p^k+#y7|#)}b?a3NR)sq1e=3o%>iai(Rw5GSVGy8G}b zy{`IKic}#kOd9fT%@CqBK-Rn_TL{aOdp>ra7ee$squsMm2wVN|Fn+lZe^1wP0&fX1 z-fpyk?2Zu6U7fu`>V&u(E6V%SD8#ZAv*aV&gs`77ude@<5byl0-^8(m5N?gR@=qWH z**9J#g%V=Ho-vD6yM@s6)-%odDn##54qxx55X^T@bIXT>ka=_Z7s!k7gV-cjH&z7G zG6hwq2_iUWlr_JaEP~$NZB5>KBGjggWJ!!fm>o9Fe?DzTTi5qp_W}_r{v7-swn&7N zNurir|;A*17M92%oYuw!|J6;auKD>ECn_)EbS8k~2jJ zTgEv)HeZDF*VTJZUlxHXl=IRo6JaX#dHRJLB3xc3>oTknfxWbAbJ+v>{@*1p=ROhP zw9HxWb}N0JM|fDj6e07}@jJD}-l*DM$G+iA!UW^RSc?Z5|i1A_vyEIx?3{T$~ z++Wkg7|1YGIWkL(sTSWMZzjgZ|32*h&q_@5Xu>sBJ2A#|ZxUxZh{4EmRo8YAV@{=u zW5EV7c{ZM(XqM zQ}&0&h$!!@Z%r0M_tDxoI}?F?^=Clx-;yt*hGnU}s-5Dp=&6D8e zx2XHXLJ4}8K6&rGM1qjLYFZ*lu-AX{${=S6@|!F7zh5Uo=An_2-5&JX$Bo(RC&4P~ zBKerD61Wb1w-^eMV8(gJpu{~AOj61|J9@taQoMPReozAY)t28TBuTJ(_A!Ip|0Edm zjlLY?ySAIQzE`i$1uO=HhC76}8+?&akz}oI~imyn5hC%UNu}p$( z59Yt!_ECcGaYr<|zey0gqYndm7x26cu}l^6eb5Ab^TSAqTgIqE?HfQ zou4-?7^5x4tVd;Q#|akCVMQgwE&+#$v7<)L{U zyQLWO>wc?iv=nhwV}7#Yq!`%gGt>VleQ#QYhcrcs5#B&@aE25|GM#HaW=YYvI**Dt zFU4m0_v$~cNYPMdZ69AQh1R~5$bUDb2sUM3K6Z!3|7Pavv2{{>zqo(+RHGCNJzM5! zv`G=Asu_^~N{Y&s?I-nFQuG|YQ&%jIVxG0ar&*K~5ntS=-1;Czby=~?!mm>N3hax$ z|3ivpT8=zr5s7&N?4^Ah+2sj$~cqWN~#k0o9 z%_gBcx%0B4DG7X!S(IW%BKVcT>oyDeyKB#OjI*Zgr9=#`TTFr%q?LQdj)dIuhIx$T zBxdV|v}ih#a2psO;IooM9OGX9c^49wD+5o8){U-z>lju&)f=Vp`WiHkPn<&jYL(rwngK!Ri5 zg77~u0E^1HOX#d;x zmW_HrB6mjqGN;!heoU}urxGMC{QD5z&Z7PG^^Bq_kG3naDcB&S-~C)_nJFPb-u&+c zlcME+3$|;$BT?$b{o~tB$4TR8*2T~C`yQLjm3$?k=K1>Rv_2A>xd;5V|0HpLjsEwt zK|0=dTTXNj(Qz>dpJqBjzc*Lo!5(=EljhdD-X2Y1T<^9IePbzP42?T#tx6$%>m9AQ z2^2&N0xIh!QCPZvwDa&}3J=Vx#F#?Cz{BrAvL1!R7KQPxh7=;)D@(`Bpx5_(m##6P zP<&pVl`)5c{HYteJLl2*bv+a&nN#@iZ194oC9QX6!NPNkD4G|ScJP-_ILi|R=`EuW zIzQ(3W_t=D0TVKdR#3=tt(g7RnZ~&rjV5a-96!tV*|na+?8$N8Zn#nSRIdNuR}Tui z^71b8yEQ$}|0D&seKY4>I!!^ZG4H7~llIGcO&_CN3hoJ1PjEhk@ObxQ z6&GoL8n@|wx=dl$#?m|Uis|>TS8s?cqj0!p^yliU6yk0urvJD>``g&T)TW9;LiOI) z@ii3QEBuarbdSR3Qoi=c16p5CRlUO_+OJFR1ss1up&+7j@L3am9$R%v`5A?#?om_L zwNtokawq@vOA1@>tx_R6Db&O`M`91J z{v&6pYQ}>7;rtNQ4ZhI^zLsPhd{5fW)t?nJ|8K|4D%9~4ZKv=>#kOU% zow_N>16OD}H(OsCDUFpOdGKjSy^0LY`M(CAPLLsJ6qT`<*8itkPu*sU40D%{-l{~$ zA;DpCn>vHSSNp{BRyw|8w5KgvR!hNn#~+Qr910iw=0l)b?N-J4IZhQyqSVoQ_Q)>AUb}Pds=LE(DyFCnvoSsp;uYmX4r{B`DbDKN*4;T z9aY7r)>0U~eZeO72HKw%7bfbtQ;12?uG~uNy>xrs;De2jj_J&UCSwElSp+d8*yr%=?Uuk;5fRTnEv?tCSw*|2fnzu)X;V0rtffY;&?jG$ERKqYEqC3vQbwupzuVc z*0NQRg1z!(rGX9-MLw6`JrL78sQ2jO=t{bNdp&M!qxW0uUbsiob^WFDUZEXb&pUp4 zE_wZc#G8?i7w29jagCk2L{vb+!T!peIByaUMWb`uvPiHlZZf#PkFL*!OYgnSAu+}9 z?CRF@B);9KvOUv4^N#c9_LDSE%szU@Qm>YTQQpBXl9MDfx3^}cU8L);!a&AHng^fq zhFv3Qe$k8lHIqy4|9aSbP%W3{gTPIsawCZw9|lgx(|DGQlmD8QPh$D+Hypdu z9S=6peZsyo-O4o2H^x}jE75#z@;%|_l^G<)tnZI;)*(@!{#Eiyg@pgZzJ{@EDORS< z{nYf3?z6s58<1U+;!*C*ekeb@eNQPueCG58FOi}! z;N)|kK?z1Z>h{T$(DLHn{)|=$_D`9etICvsQaP^Ho-4spjXy>$bpN}-#?a|ps00-; zU7F(gbbp=6TfKqqvrXy?G~4ARsI;&DY1l5ttkXZuqVLdi%GxgZp?EQR*h5Ks~Lx^?ej~@Qw3o)E>il)^O%P)F7ZaJivk65t%lerb$k{tq@~m5czQIE2)^7qtMJ_U^ctGFZ@M6m9CjwYM*_hkg zD!{_ltuDru0^D$PG!)zwp!>L6?D9(j>{}RXB3~+igOi^@VuS#BMN_@p4+vnevZTWF zumIc^R;1Pr0csR-cmCTgK)uc61RXB{ScR>zEz<;O*pl?EWtIS+y+3F8P848WgIPN3Pn>$K786J4bEhBg|I&O>ih5F7ucB6ffo@vD}YcY0QUnFXh`L zHPat<5Ca*;dL=CE2Y z7wuX;&(<&D!Y%yrSQT|HJ%?O%U45T}KI3X9UK|I{hu(}VyvRXgs8#mFat@-RcV{n7 z<{*7-#+v>u9CXa+jCknCW$L`RW>s~1z!TFc~6Im3Kqr`EYtAY%!1lt6%D;u78VCJ+K&xkp(om;a*GZN7j{_G9g}B4wx2ZT zbC}?ZUTl7Pm5KUA5w;2^nMgZd>vjAH6F;LXv(If}B9gCeQWL;LL&!sasSUlJJp5wG zBKq96{z=#{0~`0uJ|14fz(X_h4RQqxICTgMwe~U4X7lXavTz0#M}DiRabO_)P52_6 zB@Db_{B=;F*MC~CS-#R_zHJ0`%HYYKJ#$GGkQNH@$bW5 zOq?>kJ@<wdy$<#qd=1?FMAMlA zx6zlZuhIFb*z@fB0XmPh2i_(*WO8uR`{@tfbq)e$QC<)FIjEtYk1~G4q5G6g+uc8N zaGW)IZjUM#n^nRr?&xqaFr({t^iK|c9d0$)ugitmtplcuXK`UQK5zezwOmZw zq5n@a?FkKC1zg-rd-D46JuWid9sV~%nFrNV39r3AbJ1VrxHN#4S-zHq z9#*9;O1sd^!%nT}sZ==+x6BV0J{;h|FLwLlK`swl$9v6uxsVT&wv$#t5qvPu$vfu0 z;3J`U^|GNLK5iBz*PeOEhxg&k9d7Y_6e^d<=wIhU#c8c&Acv1Bag}EWW(%?3Sz@0&Hc=(ch*DV0zN+UEUD^E*9Bd*WM$*l1J-GgEt6ZP_=-0 z#7_Vx;8KuCrVH#yJ2vjtOUEi{mA*PC&3?u zFgk9U1pA-p#Y~+nLF^^*zR%_ocr;r2ZdoEhR^IQz_6P|U21lOgxFP}DYKKZc8I4yK zg#IAw5D|N-*iT^DdD}Vf!pgKfEoBSj5>1EAF`Xz9=QQ(m=Bthm( zqq>$+6ujPA*v=kJ!Ta*E4+qClxL>wIGed!b*4N;<-;^ob4ZZ!*ScSrHid}*46be_Y z7j!&Vr_kqVv+}Pdh1cVvW6ZTFtRK&6KC4F|Mq!fr2Ym|eKRV204JoV+Sv=R)n1Z25 zTkeV}1+mV>qUr@?)conLyoBtJAJ@IfoI>u-=;JXfDQufJwu7;ng2Fcaed<;eensc7 zooy++=y2JRWKSV%N9z}n1BKh_y4&zXlc_b9jqUNw4< zLLuF1dWkfR!Vk5IU2`%h^u7t{KJu8t==B?~WIrY2J1yNGxfFVIJ6|uzqo7n(xGCT@ z1-^MmTYe#h-DY%%fr5qO--n+W6gWF#S54qhn0k8|V>6#ZY&h5JmWV=Q&^bAlghEZ4ZlXpDg$F;& z7w-8=*0*?9-|L{DpE%h=+(jWJ@onGCU*w&24%|HWm*DzG$tbgz!hhYbirWVWZr!fC z=8aJB<&En;CQIYez1;8@V`%uBIqUo#Pa`Q>=Jhfq8vBZ~9M4Ro@t}N5>pN8%4w-%D zN7QJ{Jf5m%HH}8C;ku`xS~RrT-8PjvG#*~ME0CW>!`sXKG%7@X8`P)FV?ivu)@Kf7!U@}w~-e{{>oqcj4tv(Jt3rLi%0+Z6lb zG&m)LPp$^gC~JObT^mTFZtO<>#IrO47yR{ixo$5slCxKZCqX8nepPi+Y|Aymx=tzWf=DhKYwe&%Pl0OI0ryy`o{J zQluqQK>Vrl%Cmk)W3ub?4PhT>JV~gbt3J{=Ab0VsVg-%0wF@RYexlLMrXNSw(0KLi zmQ~Xi8a4^wsWs6Ude(A$7mJ2SE>u2|OCy1&kt!6BckO;)t}CXIUZq#>LDSeVKGyS5 zD~;oyWJcP)(P(Tv96Ps@$j@t-=hIDNv!_-0v)?q>CKWEfdWe4~JpU~2ry(w1a6NE{ zyw@Bv{lZaFG$(ky8)ZQN7DzF7oXJ&sG1-60(=afXqVP>k#^IGx94^&1f3jMNgfNrOool4n ztaH)B%$Ce^o{jk1OL2;4@$i)c@lR>bmR?6GlKI)=Rys-HlCDsBe!CPqKCg@{-X+DM z;di^`T%?fey=7?UCI!cP`L8P;QsnM^ko)-{@ps_Fo(V^!Xm9uXw%J<>f1^cPZXJ`t z)NkEYroR*;M{6V1Pf8JX`s`lk(^8DGSTdM!PKut2lrw^hQrv#A?$3-6DU_b=zUdYw zMHxpBni?U+J=f%M((6(@8~t$8oM>Wa#QCz|4oI?EGQPE$MCdFvxkNPPYWPg!bmdj%)w&i&?k0*ADe*ID3LhNiFU22&?>}-h4 zDQO{gL@KqnmJ&OG{lz{p#Lmg0y`$vf$lQ>BA~r#a6}tWr)&WwC-L96j`IHpL#Lq3B zk$bS#ZV!4$-lJ$!uFbqiXzLk~r4%Oe)ML|Mtlf1KC27 zUpj8etb0%XnMT{k$YL6@7vpuCh<-oM7h|SY((rtKGJa<@jnSga<#&mGv&^ca9HRfq z;MWoj205SE{MngJB-afb? z>}@Cc^4G?@mR&SrlolPm@{n@!W`r4i=SANh^w|F2baZ~=#g`h`i$ zPV8tQ+GMKo4DywG`JJc-jWS{<8OXne>$JuU7ljls`DOGO<74}+~IX8)j}v^Vaj z_b;OFYg$g;UmCj>$6X%$zkYvzcbh?yzi0kDcYTD&%^beQl$FB!gUwl8f_vGM@;)DV z^8fsIjZrM2VW1GTdT$wx4ZG!)pA%e`7S;QV{Y+!T^oEsd9m&hOtq%$t$i3J3xa%-U z9=B?&k0E{!|F`sxkl_8RG1w}K;BDw3v`DT z$JdUZH$?c-=R3OF-jmFOqyB7B&W;J10Y2%}e) zHO2P`Q8jUWN8pGMX0*oZS>r{B+;T}jVUh?r{I2DTi-fqaKUIAt>8ttDaLOQ62$$@{ zRRg3?&lkz>z8@mQmjvIP|E>!0yESR+su&?|PiSAbUQGyH;};V**$bgvsG}dfNr;?e z-vJe4Ayir=!XpcXc-pi0!1y-;OcSb4$RqOiYi=1xD+I7Sb*MTnO@PsKLe$kD0p9p^ z-R=n&;NmMS(f%j_3f!Dc*|7o~I6m$4_GAHy{qBK!BtZJjCB~D+3b4jxaDJh(05fm; zee_imKt7_KVKhSkyMtA!t@;A=JIh^l;qftahp($Z@lo2{=O-%W!!0m&lY12({%r;2 z<{5mL^=3z^x$?2i@vGyCgM92eeRY|QHy>V!Zzs7p@R6)7zf=1RA7V*Dm6kIf7v9er z{OQIAGsUP}2Ymdzcst{VEgvD{x0-7Y^PtooWZNa=VV#v=&uc|K>~o#EgH`$1HO6+5 z<1ZeJWloQq+Q-99mCPtLE)U8Z?zC~6d2rI$v-4Rz4~(FIkH=DYh=@r)KR<(qFHX5T zK85q3F~iq3GLnbnl>Fl0w>*4aGtF~h5)a$C`nL?u^YF-R?Ni-Q9)=di&6a`(ljFUc za`kwiYwqiJ8S-#3HSV^SA`kr||9o$#lJlW6cW7$zuwm|^f2BmOIBv?X&&^!CVY+Ue zRLaG~v*J@d)m$)s-`l_P5Esoqj2`UB=i);9O;aT&E^<Z zS$CL=ria_3M;np-(7k!RN?h0#57`<_;bKb3iSsjhIf%F~H^pd#gSt?;Fr%?tMB2Y; zbgSf`iyIuit&RhW>SwDnUvS{c5_%cMaZq!vY=S{D2i^f{Gysqt>M6{QRIHmo`b>ppEtxSad5=%&o{|r4$k3& zVObv=#~(lMdELy$*8-)|;#M~J2fQj?cCum7_v7I67i0< z{OOR+#+8^y7P3#-u)03ORR0zmoPxV-Mm!rk9h{Y!Zfp!(UNB)v1{-_!u3E9whm9>^ zC+W5mY%GWy)p>e18;yZk!nym{IP~Q&N3@m=m@(((eIxsZCGU!UuuvRXoqe3mLZ|JrFLELl`gpmSu~HUz5eL2JcCer} zQmk?~kA*v9c3BJ;vM^j_-F~Np1(WUPch9e4A;9bH+by{))OfkS_>oV>9m`Y9@3Sx_ zWOwBLfM);nmWnC;pFP?G3Qy}X7|lf??hccg)d{|gGI(ll|2^Ng& z?v0K+!$QC5)UufU#E)d*EWPg_k1CeOl0-RaPp#Ddk0 z4Ty0mkEM{UQ9B-Iendh(2`RvaT^(sXXng{GG<`>5u4)Ivl$q8 z6ChLdy$SXMeixd*G~w`)8Ob#XO|a1&H}KK337StgG|O*pf+r=ov1COP9@lMDOfqPK z!HPdhkJXyMYhR_u8rKBvB`SGCHH~mF3Y;}Mt`TN`%I&_FHKOR+xq?(Of78BUaimcr z^4sVunOcpgjq%&7G1!3do|)YFdW{J5%bttTjj*-~@APkMKwiWjwXm87OkVO-P9?Vi ziPh&eFNkTtRL0AN&+Qw~QnNruV$gs&HIK86jT^AAJf)kGYrwKDHDxc^22g5u*=4MH zY`l5Bu_mh?FB}tJIpx>mjE8FCs_=SjE0LeX+*yx(4*Mck8`i_*YVd5ipI>lVK^d;2 z>M^1A(hk|OF9>SauB&tZg0M02&)s#uz@wS{Rj;59q4{|`nq%uQ%Aw+`?#4PyWhNEp z3ThE6r*4+;tQOJJ6JvK@tVR3x?8yc(wb&*8^5@iwTBOUqnRjkoEp(&pJcfVNAXE9e z(R6+d3@p72H-4?b^|w)%eg4)U=Q2BGgSZBw%#aw5&Kl_3#!lJZUxOe+O_kL~wJ`6f zw?Dq57Ww-=+Q_b{h2iKmwc5V5;N9*I9|^2QRjZmltGpI=;aA6ccGr^rBlDe^W*v%7 zP329As6$n~l9>Oz4!QBmIt~uip~rqo&Z*g7(0E>V!)K!}u-}vr-Lm-$R9zQLrxU(F zY-3V#yZ8%|&Ne^xom!7Oq3JKR32t*&KkgsnP>-2;>BTZW^>E)?G0eYFkE^-+dWI6} z5p&I0&-!yc=1XkczA)<1F*@++DVYYC?XSIiY+3`FADb&Eoo#^gYRxTA$jCjKF<_X| zfRJmOPjuxpU}aY2MOCT+k52u4;L}0kBKMx;_0I<68_vA)g~X9b@>LC^1&z3N|F(+Z z&PGT>_t$wGYJ}gXpYlfc8Zndc{6y>fM)VB+_c&SDh`RXMk-HljA$vrwyR5Vk)zy9D zD#eZ1);dn+!cZduVwyJ%O>2T|)%({9XGxqZ)+z3CYQjY8(jz<3gi(u@J+5(X!uB^K zr5)Bym>D5TT<+3@qbE1+m!2U1MrGaFSpO#cDxY0k`k)E#V&Z*&cQ(Or$_3L^j3!L( zZSQU%W1h2q!g5vnuYbZj)|mB^v?e{#+1~TuCaelwlUG~aHA~Cf`z$e zZXS$2CJyADcp;v}!hDUI&T=gl>Sv|)CTg~$gTq>dZA8+|#efo@$ag+u zm*;F?L+{~%iA6#dWQ7wC`>RWTU*H zDo(`=oH@FU&1A^YVfaNrqq zq{&>BgU`Y8Zr$n}+`DDH%T}9%{`@D~KI?P9UpYN#w=oA3i??oVU%^Eb z^XoH@!UUcj|8$bV6 zUmhxD!>d7)7hcWAst1prDmM^bcm9-m6q^l|ghzVHB66Nr=@20${Or}@iDNq0=##%0 z75tM8r?V{=M*gw!?7u~GE)KJi_Dwl#)EEvJeT<_aiX3zX+eM8d_;r*HW?a|cpd^;z zqpHKf?}Y~*+?~yV$GMv-Iwl-!(tmgJ(LxTE9@!{ovYdl`^5ZtYAo%qL8yq#aA2+74=@8K`oG0An!@;#-W3KQ7;msr7 zbslFpP(Adjv@M8(9;)}fcQ^-Oe9z*aH#kr_{h;RLZ4P|y%g_S}9N4FPl?_hi;CPmr z@z_ibR_L`mU&|r9`FHw_Nv}9KtC3iC=PlvQ7B)kgA30Dg^jMlw#eq?b?6KKjIIt=? zoBo)|L7uv|V7`EZQgQaAR}=^B>+GyoeB+S+=@IbZ2k|Qo4{drlnErH5)2Bi5zJdcX zo8-7SXt-)VL!OJQlCLh#lepNB8h=$Zm5YLUzc>45aPeUyaNQ+(%gQ5X?q z{o9O-qw=2qr884i3%$ET zk#VkEm@7mVX&vMuxM5mXsu$6>_3n&0{-h7Nr?4^m6c=O09zVC>BC%gr^CbT=7nPrM z_$#k-k)r6WP!hw1cJ|BVcJW-8-0eO5`92q?POQ4SIh~7uD?ydaY%Z3SmG|s^N&I@N zWFRgec3*AZez2Ge*}|02_6jaq(mG!rtL36(-YWV}6Bqvj009606jygVmG2uy8%at= zODcp0l9F7R8Ku&qNJSbd3Z*hKLJ{H{rBW%B7A1R+vy5}zbB=LFrIJV#DMI-@zrXI! z`#$e;J@>fo>wew_$ykL8LIKR{#Af5|0-Rp7;&j9p0i;+V_owv<@ahu9jvEv}G-vVn ztWg2hob+39OHv4rGj*;DrV5d*Hs{(yIU!6gdX{P_3K0>L-}8K~5ZCulo@<~k#7C*! zc7<9(WJYG3->_1M^S=ilR~rg($HlU3lL@hvNmCllg>cjSw8qg^h%-t0o~>JjNSqXQ z!)3P+u0d4o2NxlvN7M#A-Gx|i(P#0uV?xZ3taLo>BLwZ*jIiHlh4`|>E%#y&Ij{aj zyF`Q#ude)?5qVVzXHN&nTo>Zcv9wbODa4Q4eRmbpgyP9lAyS$mNXtEY5w%=|-+yJ^$*vaR{Z`-U ziN+!<9sOXUWG2EY)jcQfY!bmfk8^vGg9sr>_Vt-NMW9yJjOgqWVWdb;JNKXnf3_w# zuQ@70hDU33$te-~4~!RV^cTT4RPsyRMG^da+7#`>L^#nOZpn!jVeN@YzPsW@I6uSl zf$)Y17h>M9-R_8>U?=mhBV7cSm`L5@Pekx}v}ND-mm(Zq8hh0*Uj)wr@8UnDA~@e% z+!I_Qf=3Z+-b9uNjF$mhuW&>-AX*kK*D6Bifs%rxw<0{_efp-{A%bDXa`m*YB8VOg z?q1w4f_nRrtB;37$cnjMvizS2X57QwuO^D&@kOApRz{4}hzUkzGsU1^*tpAFS&T0X zkCXHTVkDV;3)#F>jGYU0;wT+4_)E^E?$#G$lAYOO(ONM&Kh7yV05LL@Lq(sh#Ay9l zEbFydj43DA?f&5?M&J0Pa(`zrtZoh1jJk=Dbtv!8B~LMwlZM%oPZE6Y6?&|%7!HYd zTNN&dVPtq<;N~SU{+PB+To@%r@6U}xkFJTKwt40Y?f=Ah`fZAAPO2D<12w-^KM-T? z?9@F)Sz_33wO_H}g&49KrHPe!Vk|2=LANLoV|*3gf?g$t3 zp9=Rji{Ta%f2va?#u>-!n>UbiJKk|(jiUF#b-eqFghd$Pepo#IRG5W4#5LqwCS@z(H7`_MQ+3VdD<3UvY z^foCm7JN$h5K%3HrOvY(wgjuUp*>-Xw*ku-Lw#*hG)9CHc|8YC@Jv6>75~0}DSLmZ9!nvm{Mt@g`@Ij;C zV~inrU!z#H;ydZH?>3fC%}Jk#*zy}}36B~z<-SRge!Htoe>hD9zmQ?gTk;|ZS238{V>n#~}(sobn4r5v+0pDIqTQQ4?+u{f_jBYdug(a4zU1Z2C`t z$CJ7_x#YV!6~!~_ipcsF{E{O2{UqLYisA{dhuo(VLrY{kv- zDJPbilrOVTd{C%8l&916&K4wPmCUF#d*_4>DJw?&?sIOpf{nF#OG@5#BTv> za(zi@MhiyPX8)aWt_4bxCSE$%TJS`8v@klP1=$S~z5R7t;P75CN^yP*T5cRKcq-e1 z+M=+r8bLFzKAAl=*S(On!5^}hScdPkey>NZLlf}pM>!Hy<&Vlz#fC@sX+daF5?KKIzMrQ+KU~Otxm)MK=0eOb?Rc5R#lXR_-A>_LDA=#>oA1s=->d5hCqlT`+2RrO zZVMM<-6ysmTg*jl)ReJ47KI(7W32bPIz*#xTC3N2^mCxmP~;ofz=2m8!!f9r zgRJ=tCnKJ6aPHc}ImxLU6zR;?JrKshlXF6a^g|r%tB9$*xSj*?u@@@g(>ZY1(4){e z%!Yz%`O&{oY|Lw)uw`Ty8_K-No-7YG9Fi*=KP_ittZSYAg!ODBRE0K6%hbkP{Wmw8?GUh<4V4i=*F%FhrXuo0Y%R$PF!=uV~ zIjAWMaFnm*p!{ROs=37e6Hl!i{lvlH-(1<3Gb!x9ndRR!fx^r2u;9Jf8_n&#p6pPNd1nwzPoFeNa4EH-I#_F3h748mS+no zz^!5W;am#7Hc@HJQVLv_E>(V;!f-&k|J!R642!4q+|Q;U?rPR9Po=;zFZOlxrJ#OU zAV2Xjg^lX@_HsEC`s$#a^p!%FWppps}w_C1LNT?0-T0{8vxq71|Ba?!hmYdAKND5=_Da zFm$=MI)Usz?58KuO{4JoZI73C6@{?95)mggRLA538tjXI-3^6}0=>%H$;3jMqI z{Woq>sO;Lqe|eRHYE<>Vx>gEhy;jF$l1Uu*cD$ewzBl%)>*4c>U!|vwT-=DC20!)n zNFC(W9vVL?pwJ?7S8abW1qEirt8|jrxnj@u&e>f2$M8@-NaB)q{5ILXgTn7YlVBP- zFVwg4^2#O(eqVC^57-m`BeoS)Gs$zVN=IBYImg#KW>Eu$Es@P91;h@%8hw(vk%DpW zk3SUou06`YwVCwYj^UV)?NoWsLSQB1d__I|+C;GN_-=1R@q<>C{ zB%?|QFQOatZt6cJeKh{|dN%1BJwEr@64FQW0`7Y~D5r2uhRsqVbu!5s3P>mVxnRnd z2^w4qNzNyKWw#OD?_2V5)qBF%8N;UvK2uP7!ryNCjl!f+uWfZCp49F;rknpzpe0ZH z%N-~Bx=MV`c`_IK=n)z3Wx2RzvElOJSzLr$VSbMa7bZR>0X}M6Jbqo0@k@hC?xBlc zUs%pXdC%C3aRV+qeRMJ+jJdG6oRT)pj0^QMb@$^ok-2cC;rT2FE;JNx)!y96g_D-& zhxz-s*v2^UFa01F#{OQjwT^O8wC~^C=cl-63|%az?@!i8u6@qG$i>+J+P(E*T-f%z znpQ@0@gZ+2!!n+WH7UNf%o|)7)!t~{a)*nA@b#Cu>7>443I2PY5Im3Tb>f#?v`mjk zJe1GHm34xjU8P*Gx$;BaHC!-WTi+RCaNX@53!r zJGkJDo&fp&x*FR}GzM9Cx--RA8bYyrqwZ=a7 z?o1vmFIPO9tW0brY>zD9VQs>oZuJr#wkKw7ny#FLv&A4I*-%(n!*>=^@CwVPZk|LJeufF`k+X6Gl;&{ zY|DD8P4?9sDytkYr?6X6Xz+S31!_-S>^Cwu2Gsvd_uNTzp!bgEOrj4u1;LTQWUlVG z7yiwO=!&df)B{gH3WXB9|Gtp^YTI44acvyY-|%%i7oDf@I8)Q7e;t_{Cpr4+Tn@Mo z>{rZa`CnR(J;}Mt8@kS1!#u|r}$bI1XTeajY@|{L% zt+SZiC*n#(d%MW|`}ts#o5BVP)8`q-RFiuGPpfCrYeh02E7o0!Ql_xF%c*xKor4zZ znYSiZbKo?E;oWwFgHz{}8hyMtNSk1&{?CE~i6tk@PgrpXPo3r`NN^CmgG>@88?1;$ zk=-e5xM_>d-doH@YC?r)_;3@{`)jOQBbyM+b9XGi-GrM9D>rRF+=N|OW{KN0n^3u0 zYTmB2MpS+hL^&lkqVbHFz{C;!zg)=oF;VajB%$F=Km z=)Y>0t79y@J6LXJC0mbcQ>+$Td&k1|Cu8Zhek?d#bCR&MVPVO7wJx?Z3;VOp-gvEK zVK_qOodk=C_^ha|?deQNNoXah2QtCEs+@g!9uwD3Jo)W0!T`Oa$F@eufQX*Z^Dmr% zF^=D<8a)Q`gAVTV$=BJ$TSSLwC!XWKv{8$}=XOx}a$|w8Ya};OHqM@tdZT#2tI&^OcZJJ(F zhjsZSn`;l(;m4bUza&fQkg68{VNzKg2J`jo4Xf(VE*a&rhE|71daR77fjT5}UUJkL z>QH`IPrsT@{7@M$`&mTRJMu#si60Vg2FBD%>)=@RZ~Mpdb=bLSL$Vc2#aDzXsLOFYXps)WB}--oBgB zHK>)|WKb-q!Kopul&PO<(D}sD+Doq%0p_YHZ2`p6_bF)<*CKPP@&lf69s0)jDxuzW zDCSH3TSfd@J(8>S^=love!sM2$k9-2Ue+~ZISr*&Hgo)r(QtO(vN7DF;oaf$fy)MH z`0v~lmL#zQ5@+p71L?Th>8HOumyT7HD#zEf(NS&G_xsQfI!ulkM@nVWQ8_nr@Adyb zFMsY?M%GOvyu;%sGB7oDbH^k;9h;NxX%(n2@Zd%l?K$DaF7tE72do+BUh%H{l@kN$ z>fir#uV-LN{ki#}eRK%j#)>aB(D8cDto0F78L&xY=AGWez?uDT*AD)qqr8v(aUH>z z?K5AkXwSe5&EVe2!*qx%w_DK(uHBC(qO;2xglA3(LGS30+Z*zA&jto2?{!_;RYXTv z*Vn{>7j&3vIF4>y%78E<>{FEv17>d`jF*Xxm4VRV2RE zeg;180~rXmd$e6Ofq|=E^ll$H&OlKI`wobo7WR+YUysl+s(LB<=MWtmd#5nA5dRbx zB{-YQFmUIB{Y1_@1`HLMShb3QAbBAv*CKLXfp;T{&l!-`hw)aNYj3okdCuUJ$8QZU?3?)#(t$T0}i|t z_ArfsW%u|ubLKG6e)B`%MY2A!#c|P169%HHx2X4$ynGS_mst+dVYgTIMk||+VQ0tn z=}+irFLCR56-vjpM@zi+vuJpxA9ys_fR43U9x6TN49F?TbiX%bKtEaK9nF}5*tpDc z+8zdW-rs(?F_D14iK@BHWqF{$4s&%5Wl8JI_3d*$+P(jWH^G$c%5!hGdG$ZdHhTuer5GUhY! z^}B4zOKm0`;*Ula88H!9Fvp_Cl8LDSQd1kZGcmSn+UJ)2Og#S3^0D2E34P9<2|WQ! zL=+^N|GLbC-B@|bcp?*LqA&fPcAtsDDwA!qpOd=nkG`>>m_tmtHc zk7R3|p9J4TNpikKJ?z*ekeptRRaWM;Eh_csU}(DB)2PQld4T^xgL(waoaU~zu^ySz z{1}p3>al-`Q|yp)JsfYP#!Wp^k9V?*$2I)wq2-&qU{h#4#)`l1kBX~@_BX4aC-2mQ zYxAsA?O8oG@Ax!6I-B4=Es6iVydHc!E@DVcVHm)iew zhVeCsD!X-4@UR9QpJZ8jx;5~;`z^-QyawJ~QjnEqm8$RA`=m z`s`pe0?vedl@?TC@3GzOGVCh&E&pzO(YOjB2Q*f;t5<=y_T5!ZZ6#(o^l=K)E1~H5 zBd9g75`IT6`p{=rVug4}_1dyZ^d1(`UIbNuwPDP9etHGc&8QDg>dRp+fB(3BUpb!o zxk@$vSB^cK{H3i;$|2dUVU>2g3_g{XYo02W;rr3~>Jw{9QRUM6ZOUi~GCtjQ{{FHA zhnU+&_a84oMX>9qy&H?M{MM_GV7X!hE&FC9f3O%=7A{M;=T(GL{$3Sd0*jzB$8`KH zyAWTuJeH&HDn#_{Gp-I<1(3a@CMCDN0L3{IV*kn)V96m51@~(ONVF}t_})|isbv@S zRf(0|rp|8CDu6@WK*jOX1&EW@826Y{fY=8L&ys`lkvxKpP38H}r?Z~x&ME+ht~y~V zrvTYK9kVWeDZuRQ?wfDr6`;27W>WRl0_1TQuF`x{fQh4*<;6YuSUVIm*PI;*;-kyh8m&Dc|1#j^9 z+PsD*hWT*1zj*PeI3HSZm(+Il7oe+miLB;~Lb&`b_wq|7`3lwB8~3shJ~kSDJG%-o z`1qMEeitI5e*D1P)V@Q94(~im*gU!dv!o z5wchQyKR$HjPgrwh9*}RVK+lVVtqfs`D^S^OYAAC{^y8RA*SjqJ91z{A*>I^XbPx8 z1Qfe?jfWILR`qDikV_G27D?Q=$S=h8>qX<)`wKBD+{-WeN8;TlIIibA#(XM3Q|6>R`P+r~xPy5s zIi(Ovw((uz)f{o*JQOFD+ZJJ-%L@D0mJ*ofEIgg?xDa_sZ_@@y{AX_^N_e>z!19^A z(DXcrhQ3hmr#Be=mR^i&hbHt`L5+-qYU%7DK-Etn<3Y0{jmE z0RR6CS9d(re;B`{l1h|OMhRu4s3cJyl_V6JDwQPJk&*2Z8IiMzI5YFyIrEIiICoZ( zB4pK%QmL*bmGb-k^}L?X=lMS4{jAT|d+VN8d%RfSs&bdbdQb~Z%A2HPJL@21*ZHSs z>+3)(`PpUn_biCYBagpIV}X_H9l72l7Em*X*nTA}=+ByP+C6QM6-+pn=eW7})R!$B;t2uxmkE|moy z!qo2$OcsdJ4};%h7AOol+=+b40s-TTwyBHiKtXzSdVy3OJa6h4tJz%#(?)Iob1Y&YwxgY;XSuiaJU(yj-MTSDaJr|ZG6zwWK#je4*UBI)dpsE3N-;p#&<^&m`cJHM-; z9-7|ZO1>BMpcVf}KaWS;Ym9yo6KsHx>_@d{>9!Fzq9ZEoo|5fu%16BScLwa-!y#2>OnSie#=ZJ3k=^}IkR{<3&Pz@ zqdIhJVbGz^NJ^<1>Z?Orq}{3^;b%>7cy2Wq?oD{_7*_>z6%HxF^eT{batd49MbK4m zw7jOOz=RaWYF(%T(M^h!9g@{xSHxQ?##aSRNpfq>D^x){CfY<qy+PRXm5(@pmC!AbzfCit626BO zJFR_L36`6?7Y+tgLFcB}nk#-)FruNqT425cyso^km_jCW%s#8v-&Fx=MdsG4)-d7t z@xA9{PB202O-DoQc_wr^+iyG=SOLDizgtprD&VG1f0%1f1*F<|MCIk-yK8!$g>RCe_-ww;{hEu96gpI!N&lal*iui=rTxHJH9(w zi3Ultyyea9G&qZXZYlDmV8TjsJ#euE`mcm~T3suKY1QCM=MEJ^Amy;Vqy?}IBgVUWz(0>$v>$*U&l3o^j^OiqM1pHoibG<*1(qiiw z4gt_aTc-X+lnmti!TUxJwXOpsUJdFrnjN#rh@6>;yXYVqMh7i69!EmuGUYeM*``{K634qFra?-4SP}@ z1rrYbHOi-=fb7S;#oiqa>V@L8y}v2Yl&)p`I^jO>)?Pj5e<%)IJHkT;Ar|yLn1r94 zi2>Osg4!3{Vn9!JN4Z8C1?YRl$CI{41L;$;!V^KoAkG)?Y4xSkUOy|HR( z=V`G()^Zhby%!JE(aWggd>_JX>{{F&7$9fIn!}r z#`S1WVhxMZt-_(^KhNyFEA9cit>Cfo)>uf9uewt_dmpBGOCK4UM!~5gln)C9_u;0h z>z0L$#Ql(v!{+pO5O@vN3P}kdU%TBiEi)GShr@a}&an_Y8*;j`CKg108r{5eBMy>8 z%+L4w#e>+=HRB=LaiBqUoH8(T9oDBn6YiDLzaWGK*B7V-4 zgu}#2=W;y@3iM7)2e0&`5PS5}$wP~if!guyR=9lvP(79SWvMAZI@3riElUO7c}=Ec zcrv)!mHnsy9;_oe{QIFhXMKO^gxPPI8cp? zn)2i$K#wMDNBt22q+W~eyWB{SUA?)xGUXn~UOU|3Y)90qqe)G;CJ}#KSi8^S`=Eyr zYkxf<>Mq*5t}HzUT>taDwPZI@mzfsQQt1@X^Dxm!S{w_!MG;G`JH~>U`xL|H8Igy* z?|kcY;$Wh`Z7D3RJ ztXQKj$UDAO9B1dgQrxqk z;H+D&V{sM;8s@oz|abm7(Ml1|ICFb`(*9V2u#Jn~LDtoGJ z2jo{x{CUTTIsaV$NYFyX6YKq03-)4Y5S|}gLL88L(P9&kaRb5 z0p5!sY0jHAa$OiS_UI&eta1e&*`QR^{~QQ}x%)(OFW{VQv<&sCAcxtmt)j@u84 zFO3UyBlg6h`PuJelu*2t${HEC$+}v1c+m(&7KNFhfEOSv+nkQ^Z%0q$AW=@A`c_?dXbK;m? z9)8yrFs5(G!|W*87gfXg_*Jy?u4%#}4EeH!n`lyiH#^cNGFKL$cB&#}QDq^H*fr6b zt&4C#6NHoni*cgfVRAgR1Vf(o&A(PHMarqE&`3rp-cQoLzf-sjRgT~D<+CqCGgp)S zwJbUwraf4`p_Ps%|2W>P6b4p3&YbxEl7VC0J1e(2mg5EsYqOc2a@?s*JDHwXj!XGZ zswgjIBHeN+dr>J9DL!w-2CJC(;A(2fp+qLyTx1M9Hf5q*&985<#CiMSp5oODOpNN; zg85EN+@50*cU+N)$1AgkkH2AJ`ldh9x&cfKB*muJ)iJSGsgKn=!^8pJ+PZ&auyF{#XTi8*E>*p`!v%{Z?@$f2=?&KPK_ZR*C%V4S3~v6$-EM zoj5;Tg()|3AGRH|@_t`4n6yKq5+7n4<3@=|P(Q8Xd{ zMYsF4ZWUUbJhAT8%}OjOJS3F?l{i;m6THT_0{Ii=H>4IbQB`N~p^h{Y_5SK6j;k`! zb>yh!df#&Nu9)8wC|`~v2h~jU(-^4mSM#leU^()K`^Va{7%00ruSMq@9ToB|PdLA# zW9}D0P5IMwl-nlU0?Y$F; zqcogShhgFv+4A&+%xu#(jxD$F~eObv`ZU z>n%h6=bWxb6gmnrG9NwQm0|eIpV;XxLeD}lzT;!yKR>Zf=fiZ=onl;eP@v!IWB1|a^EEqA8u^nO{eXnVRlx#UtXN;|8AhW1gYK}0q+ZC$Wx#A zyk~P63e;cxDnR&K&?#guUPwdrOEtT+Z3v!Kw~(@dhA9J@##>&NqAJIYE*!$ZeNSj@ zKDG>`w))AX6Zo>jJ8pHUG0=v#HROgE14}9$bJYG2b)TAh{L2I#Pc_|&Zs5>SROb0a zZV8dEKl!g{ade~~l7BnkO-Gy9AHKqu>F7Q8JNp=sZ@WlS%R5`?$p2K$tXPDO6HgC} z-ThpK6ibe3YF!x`p2#0 zNGJ@ZA@9!cJ?G;zBxTp1+bK!lr>&#F{Ye7Cf5VSNF9>&%UeO@Cyk=-|Dp&dmX&3l$SFcYlgUP<8%1a# zH~;vbb`kbkYV-9kEy8eX@2KLwLNrTTmmHi?h@@Yo2hKYbq9M~feWxbDi}Yl#;48$M z_av>U#|1bMD&`o;P<8)c)6y(ced?C1a4hspAobuhtiuCH52j z$z}%E>JiRm1guL^CHRY5*Ik**$2r|4eM;w#FgJS2yY+@gHSMY^wO zWDzSDYpiX)y}p}^T3e*4S|@XHa6>F+Z_LFM(*7i&nH-c2zBp)AlY=!Q4>kpa)Nj7c#-d{PQpf+wtjWc>yY)hH={acVoo#*n5#irMOPAAMa#0|rrK`-8z%L+sY;~*hV1z|&!xm3 z4sY_QH7KBC2*~!6?$a@)|LNWqVqWkJxQnCD5qb`cytD>7CPd12sBNaBVPW5iTwP+m zFq1x6C@|15MY-Q&c*S|1Oz3Qm&`w<43 z<+s%C2qgA&u%ndeSz>v<^DO=F_)x)*LECKWh#GKgv;%*2)Jk_-NtSK!P`=PMuOr zoRM4EYwW^6OXcng_|bxE{B1f>@7@5@e0&8)CiycOxWMjvLvpg91R?AeU}$x zVnGzQN>Yr8E*dX97KnF&te^;P&pYn+3 z(@OlM9RK&)$|?-aa@D8!RHIdB_mUH()mZgqd7I+PY9w7hZOWHYgV#Ph{~}#ggEMZd zk$c~2F>302VecXqI&3NZA-aNv3VDge&$3wf@x-A`DeO9wD^wQUcCH>dulqZnf2qeJ z=}Moclm@KlU)C1BrxA63KGTE~<&IM}K}~2wX|&v5)P&k0>u8D+&BQz4W16>qGp;Fp>hgGJGxja5+9_+@ zjMYzN7lpK-?c?sz zEnY47U|H&gV|Fd*QSTXIo6>^6MO8OgMz$bHz}9%UwgnG!gI<~!x8QJ8QHrEQD+W`f zm)7XFV%5KR_XM|Ayn2+W-ZRvSBEs*NKWT5p#uFZTi@&vE!Tp}V_0nwow7z8J@*p-+ z-Y;%g;=o2u#lQ7h_u1&uuF}g-XJeBwSz+CwHVpnil39DH4b%Va_A+_fhEG~X9`OBY z!)LhzTVwWfu;Dk^VwE2U&r*|{V(0|_{Xc85d=5$+>Dpze$;H~HH>s>UTx49UDd}Q! zQND*S&~#fn{;bMZ2;SI^jc2}H_jhc^!I!(p4Vv={C`{fzfATh?{pJKcO! z@6YY{Qew9to1oUa3)`1{YRBSp3V(+_5a&bH{mTjJWhC{{sk#HlZ|>{<@LvapKCt#q z%Id&hylX>1=|EY=V{@m74&3_e6?Hhe15MmUW%p!spcr%YAMLshj9u_vb@*f_Drc=V z%Z%*A4I7jG4S(xIx7ok`$?{zozuIb(ZhjX|`ES>W?d-x!D(jYZJ?}!T^&jGrT9B==Vk}z0|d?&`UDf! zXSbvO$tIaUXWLQHu=RWikBgPvVKb|0x!7E1dVL#{i%-f!_lO?iqGq|hxA8VEUQ^At zFE-&KFK%MroEaB0H@svmw&tS1ow~$@Q(S!dt+V=}9~a%VvwkKi5%;tHU&StPk+V5t z_R|V3vIKp2Bnd7$E)t8V`_932zjJ)P_HuCc#RESR9WK5I-)6#Rz(tP%zR7eME~bX( zoVl#P#rVZ5cV1QIqGZ?Z1fe+&Chk%GF_ywbg%L~B$4wmUk5s3VesC~ARk8UtA$RS% zD`nRu!oFVA{i--FivC{4%8BG+erLjNjX*AHeXlyZm58Tn?nB`}!oG{j*LgoxE`HKA zh`9cTg9FM(_H8E-@n1_;TD+f&$2HE+cqwx6^CQJdO(QODT=yZfN1TgZ{ns-Z2|sVe zEO*lG=3u!~+-FUGqCY4S8zd$<`01nj;GbF!hDsV|=M#RZjK%qQ{N|vzXS{%$8y6F1 zj5M5%aWPc4>ZD`{7rW~YFKoZT#lJEEKi3g>ZGEZq!?BoycilBJcN28puFP#(h>Oo> zFMaJJ>{{yYi9fxAi)pmOQ+o@!$h5q&KKUZyXUEA}4M8sU?aULnNW@#ZO`knq#K8>l z2)Xqcgudt_F%rTY++Qv?ex{RylPWXLc`+Pxe<73nNrQ`DM}zyi$2hoK?#p2ZcP>it zZ@a)+M&!rB^?+?W7f*{;zh$oHVw3)1k>|-AY&7jRO-be8T)z38k~9w5g)L!b6ZrC} z6?GR7^FfZLAKw3%iy2bgy>`#JsAn_UQ%6wFq>3)DgRu7}KgWI*7w@Zs#Bp^F>dx*E z@(Jdkk^0fA{?#0e9I#vABErG#97^u*p*CE5Wj{wsl7r`aZ(uPY|5#|Uho?r^y}zsb z{$>KFu@rLtIu7FbXKTY&aM1C<`nQY9IQZ+-BgHjY94uP6QfnT^!A{Pirgwy$S4lZ` zJKQ-~wr?OQg|X)2mQiJxA!gQpl7Mi z3+{XyK2^HX-tf5%N0k>(Gher1Ut8|RqW(7Y4i2@XwzuIYOHWEtT^k-b@PrXXYeUhs z{B^-uZTPC_b)k1c8@ea92D*f`;k(%?9UI>^Ojzjn@0@cRe%t5fYiiYo9Fq-;51(wq zXeqwi+6HZSzGQAzZEqVkZ%w(rS+xx>QO@^EZfwJ;?Jo`ruW7?G*GbGJOWLsRvxV}X zpKNS7BwECK&&Df`;@WRU*|;;mee7i~8$Xn>9zJblqXKz_KevjFNsChh8VcE{_j*2u zna;)>-)kQWW7w$k@7hUfFmdkqrX$IdjRy1fy3uxQqz=v`-?_lXI@z>ppW|$Nb|T65 z#sM}8O^?;vXt43Sm*K^8iUj{!@!&B@Hu5>^Uea5|#!A1ll{-mnymxP>l>)J!$95IP zh`njW6 zn{8NnVBUV;*fx~DOBeG3+u*jYcER7+cEG)6^M}xOB%W^lE7;PG$lt~u9p;t8tgwW3MBSWV z>mSvQDI1EaZNuA9TQ=2Rds{nZfAkx}hjv7E#W&oOv?IW!rD8X&9qNO(W#VhvF}_@G zWNv*26!YUx#s2BQ#3HX>)^QzBI{4vsq+bWJR0i0h3mxFZZWXV|>cEEFEj4X_JFrVm z{yTkf2TT)I>p0Rnpmk2hv}t80-1RFC$EJ3m&N1rUqvj60SsFOyUsnebP2YFucT(%i zdbWN;2fkFU>lMg#LZd`aw)R~I9-JsQ?jt&|Q|(@p(T)y`|7If_BkDv(!mq)Ui=C(> zzvo8Eb|NqL{*BQyediUwfPH@|d6=kfRLyzw$J>dBq?6kXwBw^3tI%%KRdh$6^ zTsEC5F@J%FZE~(=nbcZTd-~Rw7pUD(`Apua3p8U@A~vTBoB%fbuy6xXLMKcBvC!8)WC*@gP7? z%(uMeNI*R4>AaL60`e#jRdF_7H))DZ|W>DI_|wjy*2WA+dd7|FEk!36<-6z4e_*#Psy5 z()~!x&s}jVI-Er4ibg&891>q|56|f=C(%B^>EzeXB=qLQw#tl<&}=^RGQygP>tuhJ z&q^kk?7}5xkxa~QTITy?FB4^So4*qSn6N$`=%jFsiD|{EU&Z}QtWUf3`a};CGb2j> z!h(e+*@92Cb66PcI;&`F%0k5_|4n-gSXlg(=+|7zLXAn$-gYw<0$yD<)^KA%+3f4V z>y9jZ3s~=0yPt&<+N)ac?OH>-+9mXj z)oh$^jHx;wJjn|^%vP>kORXA6+nu!?glKv-NOc)0Lnw;Uv#KPM~ zzWe-`c>6lIwvM`&rhgZ;C7xhHZ}F?a+7(PF295S||6?M1{*Kp$o0(XVqPT~4m5KL5 zvNde#KHF|B%#+>4guKCe8#n5n2gQY4-sr-_z5WfB7bsj6?JeBwos_+et^NH6nF!eM z`D7wxPa)T)yPAs2P`-tkM&b1=ij?hhV&X+!?~JG&Ot@~_Vijsh;gj9*@QNc7Et=z> z!;{)O-`+Eg!l$+AQS5}HOt6FMWHKn+Yos5T&J;e`Uo)1y3S^@8$-kMGmNQ{--e$_d zX-r(RkCR%;QSn8WUcEupr)$|y_q%FLT$%M{_QcmDdOt$lZ6Xt1!5u;Ny(DJa2k-Ko z&cwXerE#;}nHWu}l%KD}MAp?`kCkL7e17K>d#L&^HDX+|NGI{KU*r9eL=vNFuCZ69 zGO@Z-r7Mc6e|NGWI$%5#yR)B~z4}c;cUE4iWebUf=+Bpi?vh}4Xv!}c$HXcPrRK_N z5(4Ig)Q4>({JQ$hlUO7|=Gjh5y+K01F?La{D%D38)UoQ=B;<|l4#rd8x!VYgNFyd5 z_ZX}nB}fos7Gmyx629aqY20HHAGf&LgTgoW!!&jG9uj$JYBi@TNGP!`tO#o&u`F<6 zpos&CD#5pcn?5Ae_vxH_&_Lp{N!t<)J_)<#_a6-JlPKtzH~oGdiMu;q&s!Ex;fe^^ zT^~v!cygw0i(2MEkk@ei(gMWD#|&OdDl0oQX`U*fq07Ha=D>qR$#iS+yA}!Nm$}*gDkN$n?BBR6k_c$|c7K%|2_DDr__DtQ!ryJYvTT?@Yhw}3 zf%4Ols5N6On}owxov*f39;1&(U%Qe-B6XPk=`WRsH;)rM_s39qr{77H93^oy=-NAv z10=LRJGg_&Pi^IwLbDKxHyq5o@A#AW{#du%XfuhT*6Fm0^&~vy<~l8=_+_s{QgRKI zuNJ#Io|Y>~JS_}uZ!)LyA$Rrs^2H=HVy7fG8IVY6XMDGy;@NyyadHh6kI@FpnI@_v zG6dhk%BGTd?RsnVyon^X8AgyfG9>V#)J1iaz^VOvyHdXsXr5wtVB#kNjQE7Lr{5BA zi`usFcQ1iYkN)Nz6%bgoJY~)xlR(nq6nYqqz@N$;H{Y}o82M3?84T(_$b?@JH4&Kc zqqt~G4T0<`wR_}k0)7kDH@cS)xV5sTv7>-`-tSgvf0aN5=Str7vlA1K7k+OYjuNX6IgXeZb+y`z)H=cbF&hGsZK^YgaVZZL+(DeaRl_{9ge;* z+>L^N)wAOVD4kLi+j3mejTQ1gx9umo@%NOO?2f11*cs|m?s?SgJ(9@JbWp4pA?pC<@Xu^ZVltq*kkV}MNFJN3~w2CSbh zzg_c&fzm@?oy++QTpAjBo8QI2+wt^sms=QkSv++?QZ=Q^+JZY{ix~)iw15ARD-0~Z z*P#}c%)o9rPV2Ul3|yaI8@c%)17Wi?_1$(*dd z-}YnkmM}2GX>+;8eCqj>8!l7T7+7;~iFlj>1FR1&0l!A+s2Lk;|MZED_u(BTv)Y>G*tJnE&KH9j+-O4UKo`s6U!0yi-UA%Yiqu=n@_38;z5$oTDS) z@qXLX6O_Juskhi)P1z^R&f2$ zji$*N{tW6K>!h3fm`c?N_nas3A5|ya*HvUb8d7y@q3IPs)ycVIQ9{}*0?K>nVjHSX z8nb0A?@c4{B<=Dg9jZ=v+oS6;WC_gw`c_SDs2l0uQ~S5AA@I72FzBH4dza6`n$_k6 z+Gqjet4#=eD~;SZ&w#*(gm0M{I#eAW{^TR8MIa$`>B|Te0-OTlc^nFN=6%Vafjoio zGe1Z2{&pjQG0=57jX-ayl}$w=fj2XR3md7v(R%6d{^7&_=Y{9OpH)lrUU?BnP z7d-)HRR6l=tFy?djzEBSq_>kci9>tZX4qO$eeu}))bSKg-o5|w2SKf8O&_1Nr~3G# zupr?qiZ{z1{NCP0k}wvjWX;-1@mOMJZgmyauXBcWg&wB(yz`w+Awjr`OC&r z9!#X{H5lYmy78CKK59^4VtIU5^s7cDp0~Wpd_2O0zD(DnNJ^&$AGmpb$b_0V=+l%; zBU$Kj9iTT*^MLcsqPxX$EPPMzVdx)a!Nxx+yexx-zDb|-j&Ufxf23CB^H&x)YHA8m z)7VJ5)pzxP7aJe*z0WpM`uT@-{{!EhY$)3tdi2wejb9$2npY{EeaCL3-z9>L2FF>a zR#malKDM`W0ga8Z^YeYt&xWg#`P`=l95j93Zor+xf&Ps%?yIahDCQX_YI}2#Ja{X` z+KB_EC1SPCau6M}?wnR02WvyTjoQ;F{eMbj;^G$^BqY#(WR2%S(7Rhde24>wwJ!b5 zUR)?wo0U;G!IJRHJ*;XztJ#yj(G;*OD@;Rk* zkc(XFxl@LWcz7L__;W~y2eReC#Zi|Loz)$6_VN$yE+~+}M2RzDfWe^E;OPIJ%h+xjZi|-g-Wi9?UgU z+r!75`X&B{g85*a9Q>zyg^vSpH2yE05A?4;<5bSad(C~NSvUCjrZ3Tz9n$E%{z?Gtw?*eai3DibndE3t{UQ?c5V7 zMEZt$NpPbO>w8n$;+_dn?0u^9r<@34gNENXl|)dB)+n!W7vaIbTK9Ty5riWdf0smx zP<{H@s;X2G^pvZ!y~;)KORdk$D-)rGb$YtiHxX9zxIebc6T|R$nDT^BF=`hvb>_xU zd+R>w_;NAmmNM~mMPkf*n0;T4E{2ur4W<3j_dwV;qTiR(ga1A$Mpu>ezbtW&xzbcA0y^Ga=3kS->kwhdu9TuBHQIsqREn_#n>!!*QZ(6Ndobxqt9I(89^_6Lc{t+HgQC%8aZ1#^ipcPExjKnD zAJ;DO((Zx!y>ssEza`ihDS__DJDtKt31qY<4IQYH;K*s08A=5b zp-BKQxw?l$A`Rgt>tdzhl$$oWNpR@}FF0er z1OsnryrB>YlrLS5xU*G)0`ZgD?uin_PWQ5?(U2fqtLWsDX%cL)m~EjTCqe2Ynz^!6 z44NQ3e+5eny^m9_zM|?&-m6(6L)Dl6n2)U4bP4Qjd;*naByjeb{LG3q|O*mmetyANA<7V;2FbkxA?AMgQX`}0pGfXk;j($AJy(Pxb zq20fUCt{e=>UZ8wr|h29XgBo{U~9JsJ9Zt_G31M2 zZg%F|fmfpc>lViC=OVakoxhP#CxVmp*7U$=5!yOT9_i$YaMs+md1Rjm-Nn;hZCWEj zMBM$tdq+eV*Xl7vMPCHVQkpbny9kqKlAGQg5<%eu={7S#gyGnnu&f*r78~tadh?zL zQr|fra7l!nWhu+csdG9udjp1NQvH>ycCp!4gd7dSHxfe;qN+2?%7R2ttlM(aKu3i3 zQm+Gpr$qRC!Q!~;Qp%rCj^%-P5#r)QWc>p~XwWb<|FT2`bxSp!6Mu!^d}wxfMd4)M zeZ6D7q6k54eGmT45J9Hk!+|a>5#GtVtxtU;gpBpqjc$WNI50LXd^9G6%Iz|TxaUG- zp8IBHktKxXVbkMw+k{ZRP@?&HpAh+fnA5hO5aLGanc*iCzr2}hSumI(gqI#i-u=1| zW#$X-W>yKIp>}zuWwa1;UW73BUKApw^qf;lu@Em6+~{=&gjiMU6}#J7h@Lr<7&f^= zq;=gdYY!A+tX+Dlfa0;aOy}8OB82eQZ5~*!Aq4MW+{a{jA-L+=X-g=-jw$Q*+Nuh% z?RUw{C^I44?$3>~%@M$@>df)T5&_KEQ}t}T1bAjV-zLRVfR~~ifTQ@Vw22HaJs& z9MfGkfhq!wI^C3AvWwzr-4o3GAOS>Q7S&Ak72x`w<-;c_zu&BOJAHN)z^?FJUeHe&J1fd=#rD#BO9j~I&@!mKkXkQJXiL)-z$CBW#-G^&tW%x)XSX`V z?@6k%zK;ZmdZV;oZ;}A&S91=f7k=ArKAlME zh2<|K?n9KG7#n4r+kIXDzbo+q?r8zWR|IjK{-ba_&YJq*2o-*ik{__*&E(|YI)ALCxs27Kz_ zgLSP=JCsl9NZv}>S0o?4PW0ixE^w#VL5A=aujg_BxnBOExH0tNU_@ldTv6P3sTOSx|3wg-sT0C-%#Y2(m?dPg= z9$eO#=A^arQ26Fq*yP7NEI%5u^4xtMrsqvkl&R$*I=x98P3e5it^4o(ETQa9SP*-# zkcXw+()Ay%@^E-{p7!obJZPEu3`$dY@DV7t`k&*Wsi8B28_PpTR&0pZ2_Di;n3~Zd zsd?by>+w$ec=)4}#ctin!=(#rOI8K(@Wb@`(MBI0_(yIyntJije0zh&T~{7x`hWWk z*7BgHd$*~`hKGHufTTHAJUrVp)$i(3Dvs)wg(?eq2<<)iJ5`s5#}9RB3Uhc^rOeAa zqt3&V#N_>dsd>ipzKw0vBpzPs4^I0rjt3*V8@&-@Ty!4vta|^Gi*qJ_;&y)FB3`D< ziy}4{6?x3}d&$LPrLW)EA}&7N%y_zi!$qCR(##hOE{ex7cCPE>!dGFx#bau|`dXzV zzw!YWv)(pw>+85^?Acegw33VIV&fCH%eY9O|8`z*gA0yGGV?|b7f+<|_tWh~r|@2E!#2qq+FC%0edoFc&h8y5v|m7t2R_ZyevvMMaO# zp>Nx`NcKHpzke$i$F)pnyz}OwNiU`^#GMPfSw2;gbzH1!Bw~H-xG)`-_h4Cb(RF3v zto5c8UYEG{oyOFv7~JHb&qc#@)AKEJxww)Wx^=lG7l)4@TU0lli?QBT*(FoBSS^z& zxHW+bw?}eydVe{1Kkh?%;V=iHV=V`?zH+cbFMUJS00#`O(Z$NIIk4B)QB09=FebhK zT8_uTvxTM&aRdh?Z@DLbKj*+KXYTT2PdWG>00030{|uLTJQZ&g#@nPMBoY;+l8R`t zMxjVbN>U+(Qc}`tDI{spZuzw$ZPp@dL{CwYE#}^tyWbI|w2-nZ{ocRM=g#}wIcMH^ z=RDtYKx=sG&r%xC8n;LJ7t%0DIyRv-o5sz?wXr+WN%Yo`6WycnMi3vd=?)FmOR9g~ zC(yV!=KKYRD>VKEs#v@^M`Om=t<$Vd(TEN;UH<$yjkO>8vW<_@codx(k{dwd{+7C= z1$$_Gs<4}s=|%F5uzEYkoyNo4nb8kiXrwmrlxD1>aY-RTHE|UUquG{5ldVax&BJR; zDO)u4cZc+p1h`%f6871SM8 zO=B?pjoaNbDGa*Jom_fvG1&gJrg3*X1Nk?~e_sn3oPMU}Zp38}$$ymhu#SPVvx4lT zw+xIwyTsi*%s{92_rsoI20NBiRr%&Iu+BGWrn4A)h(Ed2`Vj-o;=953lgaa0s9OHI z!C>;UJbA5H1_pW0qQkU#7@KzS(flbq6tZe>k51&_CST$9(s4ZWJ88<(Yk8>ocwpV= z6+ApTu<2oCBoCVBIvmc==fS-!WS-cUhwTgPJvV>mf$nMjPsrgxE`qQ8bQB-StMqzi zFXZEFk@F9gBtHDl8{LZz<)fhMPZ2MHk1pri-KTc(p?Cg5`^JNO%+>3k8d=DPaq#Y# zrVc*T1NwVHrU{U`S$Ey}VFK9Gc78%3AIzkM>(Kg^igCXtV1iAl7?&i< z?|bsa_}UU1{eUAz=GF;$-nC+c+kXxYP?Dfz!V0YgVJ5{fq?X9WMUtxF>bh#_Sx7Np{BQp-BPojfqH5$fNHK3grKOC66qz5D6Kc*$vCVZ=ATLsim(O)4w}nda z+*|8U(tlFCxbHipmn%iAL(>HNOeqr8cIUnSBE_sXAHu(XkYXlu%*KeMXmXypb_Q39 z#s$-6=yynQdEZdzYjby<|ahGcTk-|Rb?ksy#7E4opm!~bY-pOuqdl6peZ70wj1n5-Bwq9>QdiEZPXqH9?MXODJZ9BwAvBf;7eztqD&UYd{Z}RzhQAh`0ios3l{kwySqmao%0!OyTeae z1YIk6RG&w8nbqL6^o*j)rFi_B+oO=z_QycD))vzGfiOO zzvsAn(Pgp^S#P{d&#^F}%_2)8SxnE`7h!Rn=q~gIl^tR6v8}7uB7j`C)$A$R&7%C? zieeKl7FLCZFY?@2lsO^Qz=g%0wG9?ojx0ihV-C$*#bUwnN&u zDpMuJ>+drJZ(m6E}{79-#J^6iBhhI%r4J6Dca+oPKbcoYx6Y@`q2lCxzdi zr7aI{OF_>(u)_GL6pu#+gce_xLitC4n%y2L4l6C&S?@)3?aKmPj!RK@`uobSE>hgx zoV7b@ofH}k3*YP7OOgM8`$=jo#Zs-Kei=)pP*9pbF;G!b1&@D#U_-@^0@5NxVwzTO~i_vIroUZyt3_l;+*V##8r1?`X4!epmGJjmI-3Bql zWfG$iYsHY*t{z}!k^bc4W#FwP#;Xo~s7PImC@5b-6FSjA|wUJ4b9LIVYtBt|Jdmw#M{+Q&#@HYUh(6bcT`1a2=UQ4QZ0lW z-}{`}8zK7R+ULB05Lq>YtGr5txcsE+5bv500e;UrmHmV$x@Tc~*++<3N{=4(ZxdqU zETt8jw+LatJ>rz%EJSLh^OBymLZoawvuV;WA$na;S#BE;;BCO}#gDoKFuZ0G)zvP* z{Yy74tZ5SGA{x7E-uW?dLY2J z_8%7S776fY{FcW44Fb3x8VvB&6~O)Fn{u<60%W>57#<>i$yG`8T1v|jllhp)J(%C#!iRN?jl;!wJ|desm*4f{V?o`4m@nt}C_MF1Bojr_?)`gSPYx{Xnf7q*d;x`X&7tcO7`@w^e)2aAzgkw4#Zl(1!5uSNsJ?F2G zhYPo-7*C~nxE~qNGZe)`mCQ`qAe@J=plk;(XC6!kF3SWEPC8enuwk1W56=~CtqiPq z=+lY&_}PpHl_9mUmlpFNS`!pFOP_F7Wap1u9Ui(f{w=nc&O^#gdD#ke9ulk!udXKi zbwuxKW}`e0d8&+@aTDRxV2zKJ0tV0Q5*H>pe661(V>?N z9@`|FtteqoX43L{RzBgvU;EuA63+Z>y()AJ;ml-qf2{)H<4%jVCB5qyd>a!NQg2Uq zbSNn0nhoJ-_XTR!77S!F=f$x`3@*F-ybCm7pmiz8yHA%v!G9I|L$n#JDabVInZh8| zw`O;sDuY$@X0eb<(^&B2 z%a_v6G(5gIa7;eXSoAh-N1l+(DeKm*GvLzLx4+9SvyR5f_O5oFw=~ji27jl#q>=mS z)s(3vG9X|d9gn>1u9BPV^2rJ*#x zLTA@Svc9KeM=eF>tyfPkx<}Bss+xA2A55-`HxF$(M585`&ZhinT&v1DFLNo`dh zN#p$I0`r(ZTq*4XtNgX$KT&DBf4>X_ciByed}KXE=>8+wxtX2Dq3$!Ryh1 zE-s9DYn(>5bFnAk1|&&7T!t$$_} z7x6af=cPx8e!VdFSO6E=y-i-j_HYrqRl6hHi;KaV3oO0ShLD`#a1qEMJS4&J9D9-apj!xS}uYDM(5<&a?#-xe_`=* zE|klU$`zV&ku38v-Fy)j0qKt3FXxl_ReNN)?QAai%nGx2np`~9Z+Y!e!@=R|xl=1A zaIs3ML1XziF0N-6?XN20V7N1u%^l+4{`)TZJG~q{FbgzM=;R<~oU`G{uN=f~3EK9n zg@X^`tJb?D99VgX@&pVAfdNT+8yYxJd*VB*{v8L&yn6>+DmcL4bf30T4zB6mJ{(s_ z)(^&w+?vBdM5^1mWf>eaVo!_B0}kXTc+_l9;y@w^8@RQG1JhR3ZDqC`1VrxqSG}Br z3A~)}-^v^ml}ynrm*>FZ>$}Rsqd5rA=-Q$GYUzL?$)}w6bkzNQx6mUu+E3~3?5S0Vd2)8okYR6P5F!74GL3YR2m*#qtN_j zPsa3}6ihB|eh_<_!e`|!Mkbs>lm3>m!9f(1Li~>8T&KW2uF>bVm%_oovmLQ96!>(y z+$f^|I#YS-(J%^!HN2*_9;5JUM(LnyAcea%Q?uUsQJD5>pPs1?g_LsB3uzt{&aJB! zPj;o?7uc{GC`k4uU%t74!iJnj&FlZ8@bAO$)Y2;ya%7HdpL?D{@?lbM6AaxgP_sV{Mi>&wGPF@~QA;aw1i|k7j`Xds4YMmu@#cIsCdXm(0%i^$Z zG6hNyee(u+Kj~+6GsnbIXz|of3BEv~&?7J83)%0JX3bAkswgZ7%h_@I6$SB0jS*cX z6mCpz3g>N{m%_mn zQE~XRU=HrNSUmm{$HBYP_Y8mS<$&eOmNlN?pu0v>Yw1Z2E^36*_d+D%p9>$H}Vj%5^cGDmSnxY)D&`G4fWy{q*Q{c7#moMssk_#5G1q6PS$!|*>m%-S?nH5Me{K8g(xh#J@&f zu$5CG{xziQ*l?8im+#91mu-k2mrv`kL9 zSnZvv2l2rWwVe^0XpFlQu>R{h;_D8I#~w%1xSg<0Q-k>bvyp9%XNmteTHX|N9VGQA z&#MrfC!BHoVdm;68XC_|r4^kZ{9xvi5Ef7Bem&>;w@WlG_oj_?J4^iBrS89~ljQoH zy0fPVF>m`mq2hNojpZY&Hu|K~s8?R0%ehB5oV;Y8e zD+10FZW*eLzt>N=r8(#P?&U=^Mvse%&d#Bc)b-??RtAlp_0xQ=+$TJ=FkJQ@xsTSg z9Y!UMG}?6zd(5q&v4QVxf8#az|Mho&M!z8S_k1(>PB_ZzzIdNoJq@SA%brz)qehvk z_Zqz->s_kv26!~SWhmU)P42@BOjPGq)8P8-wv8JiT+y*;^S@pieVNCW`FE1_lBlPY zEQ9YsBkC*(*V$}S=t~`-VZ1f_x)R|!<@(m^E^-V)95QbfjU?PBxVLN4UmC8l-X0X; zN4@r%E}gjy_L~1%JGhL&shPt}>`V!t?vESS?Z{wW=uUOBRSc~E8ASXJX5f^i;=bq* zgX-tm7b4Cw*tenFrtl<#@>t71pF$Yax8#KlzrtYqRd>B9=NR0%lc87kjKP!0my@17 zWpMY)eg#{?#dh=0+oTBz-!6aXU?j&w+p#l$|Bm3nw>;XvcM=bazTDpYOp%9G4NPF% zOdc8=e_S^wJa5P2Z0vX7;k#_uk|<9eu5`EsSZwB@>_kcG(r6xLm&8Q)+~A>kvC@98 zOdei(_Jw=%Npvk(`MiM#>8d#zY!wd|TNXz!WPS+ev$HmR=V9sx{W)rCWIp+w^@wJbi~tS}s{NRfF*P^}rLC_vNwDKf7# z1Xy`#+a0y>0_b(q!#^1aPyj(dzQ3T|=XTdjfJaMo@WO`ZT%QkjJuX0`LSOoeTmk6z z8um}I06TTIwsdv~pj~YB&S#?#zgX35YO4^5Mj6Akf`l08;~)pEbJw8@igprA z9h{*d@{r(F!2xZhvl5InQj}ZzRD#lZ)d>fyB#@o4eN!PTf!43tXF7T$ST8rIDx)Ap z%;=3RA7@EXGdv^z%u*>POxE7D@0b+&)RUmFi&E@0{8w@+Uy5dhG}p9eQj`Z;{Wo?J zi&Je!udf`-!uVQtUC%-m)uM+dbxc_}^qQ}bda?MR`sMCEKNh>nH#%y>v(UFl*5%w` zAzKx1GPjDw-S@=VZku4Ab{_+A80K zz%{#h<-?lr&8zaX>>!K$bIqS`bg>w2a@5MIorRXeH>FKH76paVjFvW%`uU4*)uyw! z*gAfi%mWsVbrvmqlZd|2#CqrksUv4%O~)ycKk2l^-+e4@-fnVQWXGa)|1ouELl*PI zx7z~ev+!|I4-NP&h0(w(fkmwpy_Qyc{m$bb0rM|E?2a zlJsiK_BbK(-BH*)odswXHj+=uP+GWAfjoXD3Khp65Dl$t*r- zmuooJ)6{c5Vyp)@BGf-*W<_QI$tuV>N%01U(P`D-`p_Y2nMdft80%C|H$>1 z`4S(=z|72gh8yvr(KeSlzvwd9MdvOkokx7?_m+*Ns>GMR`!0-cqsjhSOwqbbd|GhS zI0rZ3{)rQ^d7 zT_eakXUU!UKPW6Zl6cdON8yD0xK48s1-UWQ&d%i&;`0lsWHSGRAE@=aJC|^M=Yjbt zU5!|DK(IDN(1_{E{^e6hd~kcuEz@Mz@D z0q(pNUXjegvB&%Oa6|Kba8C^ul#B5lVy>-TuP;s$l%)O(bS z+^W^L<~_{Uuc&@}sR1fd5sj>Map5xE;u=ggvz4xxW^ra4(TgFXP`&@^9 z$C;j&Kh>eZ?clySAM5aMM6^?Gdo2PqiWN0;YGLweOpU{jT7-v>R@cj}MQvFrXXtkg zOh<2*KTqQ4I8IK*uNpKM{@tFLTZ66ZFMUfnScBK|uU}<4s-bjZ6W=PU8vg?T0RR6C zS9v(pT@)s=7l}f$R?1G6kdBlkTeeV1WGU)H3rb3|RZ=3AERC^^VfHbWQq@*D0lNGY8!bGab=r=Ah`=4zvGCI7r2JII*9v9R)=H*BI#D zfi~^Ua?LF4K-V?5<40E8(W*1=(4ivs=UB0mv8x8biObnQFkofwQHn{-~$~#={J=MdR8-U4)@|jY zczNMLaZfJdJ6_p7JI_TTYd>*m${ol{G2@MS*K>5N;mOw%vK(ZPw1vVN;~?*xWka1v zHaa6vkSQL_M$dw!UMOASAdOm`*s1$mBsCaE_cg0WzV{95OfmeQKRo60A*35Ah&nzu z$>AcghpzqxR1UJ`QJbP?uu+*v+3X<)Hc~7czJt?mL-p$CZl`T*Mb>o%oX_5^=#Igq z+F4vHvfYwo^Cqkfxfu}xwSKmtGn_JM@ zyTR2AQ#J~z*9lZ%u~GWmJAPp~HsTp-)};xvk)CSrvcggudi1fOQJt5Ag3hi!xLmgAN+P>9uzQ(l;WzWA)`unjJ%^UT96zpfCr+m+{B(Z;xIqg1aW!Zro*1Ygw zDRv-(vqZTC?7z9@>C`b_E)twr?<4Yl-3m5&|^%0XnGL2l+c#?WxcTgufEkE<-wr3{_FaN4xZQF@Lc&#RvNu9`4 z*wk~YLl^44{#*U+r7jdoJg(BTs|)FxSTQo2yHHk8UV7O~7t+cJ@$tiTp>@OcH=0ws zkk=c|z6W2r(A?#$y$gq4BCWmkg#w{3(WJnXzIQX4+=RkwM99o2Zg5`yHY#T zgO=Pc_nH^?APdISXwrNSnij^->>BSu&v}}d>t%Y;r8AT5B0;@~EY-9TF?x|t&h~X~ zHN7ZMy1?(lk6xtEsBhq<-iI3JAHP~P=tCKz8|Hm>^`X=Fw`Ds7`;h!3#f!7ti?Rr+ zB>Le#R3Bnu)#%-a=Rj<>^O;|3zn4tMntK z7oQ2|wENM3=jW6elYS&NWLKxC(~p7%8>*Fq`cW}e-nS>bAIai}{7q{6(J`)zJ#n}n zQ7;>FJSY0mUUrkRt?Vl_Klu6A8I@NEk5g>2+4Kq-N=ts%H+Y4LT6=cSxV%Ec$=f@! z!d{^m$tRC5q`pF+nWw+K{uN3%=RdUh*DG{zlhO)E4xlb!He@rIUlqO;fwgmH6=25c>VCG+M*90 zp8kCt^!6SOhUR+Jd8KpU>g5{4S{FQ+Fa9jKFN+7VSUlwHEr7rc^(DSr@Gx&!qi|q1 z4&1(TX8ws30DhCtzs`wbm_4<=QlhC0f`3`lMW6V{yC~+TW~@5AtF`BVO7F$ z`FC(WcwCy!HDASnuP0UhjYuw}dz54vsNle0E@DUI0X)!NAJ8Cr7C|95^IXPmJftO! zMV++A!KXThOU6riz<+hPA?wXkP|>s#Tj9?JNtYVYJe^!Ps9|{Xx=b$Y={)5A>SZ2y zT{~L%A9lWGLZHe;zW|hxH5L6fTm>qwM16RW?X`4eh z=vDsSdd>G4s2TrhT#U?xfy3_U+Fsev%}?u%x6Fc%=H24$wmIM{dPK9O2nWl14u7w& z$_JMj{Re+E^5MYH8EtQOJfyDdb>(2SRdY;-*v2APQV3|H|is6oq~DW(*#z_}BkA zo|_Lp79QtixZt3^_JnoV!)Gv(O}Fb>{|v(O&zw9(%LNJVj*Bj9aIi^n^w9hd9PEtQ z#$#cd5Bej?GqL}0fWLTDd6tzA7u3ZKPH^(!`vFtW0roSn*!f4Sy6G9{uF>7bKY)Yl z5ls>f*Kv?8f9-V9M;wraq%N8$;(*FkPyKiv2X~?>9Q_lpf6$+mHj91+wLwy!PZi*R znc{xJ_B{>~j!0V*UgKcIv~-}Y9tW4w_fLif;y`IWPHyIC9te3AdzNj=1uyQ@CvIaN zpMHy(ZH&x^%Tl-O^y+ZXWjuKP%2XcQkW0MrJUR#5TllwtVIJ)Csaz?= z;!&CyHjT_Z5~;BeF_NKC^sCiV5rXX?X@618NTDJ8-~9?3b;( ziwA$NqDM*=cre>$DZ(wy2jr!eVj_|cgPW?4D1N}f*RBBB)JwUr*`UbOF%1X1b8P&( z7xAF+M(7JuwE)c2+OiBD;K5V;mxQGw9v+)U@YTfQAe8^J zTh(&OgS4Bah!cp1oEhUIw>B3-I!}*Hk!~R*|Ijj@o-KsBXL`ShPYZ#vN%-Y^u|jw* zkTWcKrvMh7RUSXuhKFI>FsO1Ygy`1a0@pSqRS(scf&#&b|3n%Q zmO4emw|bR9=qc+TheXtB3d<$akq7lJ7U%P=VMudbAn?AET0U5t!DTgA<2$$;BG6=ZY!&fC! z2InqBGzNpW9US6IXv-8F zds3AK**{cVKV6_fq=3)p^(qmUCg`B4a93;-n+7~r$d6-KRIqjV z$4O#QKuYWR@3i7-~nu(H|~YoG8HBlIs8%mG!XOS+AN#X!Fj4h!pNTvBQ05Z zMKl_8FRb;~i=n}`+qvWC`sg4fI%ieX%Yc}M56b)^OlV{be^3r&!lQtT^U|seD1RmS zN%sjAgwBZgo+~1Plp)K{pHu=CMR7T9No8Q&a@FzWZYmsX(o0ibphK5lp^QNp6P%Z> zi(UH3gz9#)WFsuDM~9WAj5TP``0eD6k#-VDsjge%*+Bu_0I8ISd>ZT$_^BI$*$Y+{ zK1GIf@J%E)kC)S7_hM-N#sV6Q`srKXoN3_U$8B^Fp@I9$OS*&{DvW%vG0cgj!kG?f zPkjm%2vV+y{gnoaG6h*NUNq1z97l=Us1Wj8x7>Ff1s>@f6O+c1U`<(m6k!hsC;R&2MO?g1*=uRNzf})C+V(0f`BoS z5?P-N$IkV51gKHq>Bnoh{f99;92{1jg;HTdV9wTSd^A`C!H-iT8Bk&5BWlXeg6u8n zI!4|sNNOCpc;zhv1Xyn$-{z%5bI=rflRFidZq+HhRpoF>&9wbxa4C4GSvvK*mcg2S zGHoV_48*S0Lj6tUSU%pX`}?&Vm^>bLDOeue0~Mt)0Sbh;RJk3$hWV9Rp?SEL0$ne6 z|1`Z$gB>l|tow!-eh;+|YpGSh_@zfvLJyemj`>`A=P@SiIC9v!R+0g}-?vOPWA{1V zk5OvuEC*ft2pv~NBFN9Byr{P%g7=EE`nN<9e7UAJC6A{7(brLRy*(8Sd`kbz7p1{K z%(0Z>QW})|#(u6}p@YXr-32RO2Go5UDoGrof$fD-r62n!utx94_#G=MsM$N_SB6u; z^(?a}>?Rf1rH_@2W~uOYYwK{_cPf1N*G8LBr$JB;A=8qd4$~W_LRzw^FsQw!q^^Jr zV)H9)1L9bICP+(N3!q~4e9Y9Lj0UmeN9MZyX+T^5KG@?873#<^W1mQcec3d!C=V6f z9>^XV7NLM@1{a;V@$=Z2p{3EIC32 z@?)7cc`S||D|%Mte>4~wcl*uWKm(~lH@%zpsPKKrdUR(c8G1inb5mMFf+*#)a=^su zXEgj{1D1bc&dP7ZQyGvOcO&(R9TVQ%xM8GEpg{*Y$#vgp3dEo9J2YuV0(N`rm0fSk z!F0=cw;gE|ILOm{7IbJ()9~{jKW3dqs9nFps4yl;8og6Yg+FRvl<2`Ucz)(2b!`OJ zFNk*<)Q*!O^lY>bbrG8r8Edx>^JD+p9OhBeNd@0SU%kAK(qOHzSV+aQyOTj-&)I>!thL$3rOiF!ScO?ggHqp z{}lGUQ^+QPS13P*9SJ6*BXumT$?&nOcwai^PqdiJ0ona@u)Aj6)wi1t{j)^HLw{)y zBQKPDrv)re{$%=j+D2o2|3u;YKnDs) z=qO({!rteJUOfhTDIj*M_)c~O1>Efm!gfSaAi=W7aF;F>r1}$XP3uviX36Z&C#6J`uxs(lLoLi2%s70J#jNh!lI0ss2AJjs zxcAS{VdDv@m3bl^gg`#!>@GSCgqm(Sf#KCBt29qv#{i!Cx(9EtxwcgTKVqGZ-D93@ zV{?%KReYDi2RAa{>p-YMsc-gBvp; zNo!Tg|BgO817ycaRtpAz)K7ib{!UOnLLA38SAzC8Md%^SMQpNI0V8SpfB zRv=D>32J&NZ7y>RXct`PzV8`uS(Nu2?m;@aC9g&1&jEqo2XgPnIA zi&F?^f<){XlIdfD-Zy^TSm_EF6Ov9NVYYwi?+?arCQR(V=6w_E!*jAiV$5|+kl%Q^ zO_R$2t(P7n!XXS$`Z;mu!Fnd#{Z`cbHJu5*PcmeTGnjDbzwiG@pg57WnBzt);#KY?HmL4TyI^k`jP?K?u*UJmzeNZ7|$B`!vv8t z;rI8+RY2*#eTw0jRd0{oaBh(aA9p#X>OEq@w{WwquI?Cr5j$Z+`GMh@)u@ic;;xOl z(5L?s<5QW_aW$`*kZyjzB}BdgzHJp@S75gPq`GhI$qM*curG9AnF$GZ*pBMaOgN@u zot7@gggv85nYbKmj-#mQ31tSHlW~ug)xzR^#NF~MmjTlsTl+G47;r{u=ITB+19I*a zzkKP(fSNyw@ufTr2)h4NY)2s-c5W2RHnFEe=l9oqEG7-Y*_k)t()-4vLgo_afcgADlo{9xOM6o{}0Pz&2g1$Cq7Il>DH+&iZBF0hLNP9EDHbf2QY z*y{JqCTqxGZMq|;N{IyPo$Qh&t;%7W!m0gclrqQ+lCar`D}#iNwm|d#a!`-n)YAQ# z1j1*s?T0BOh^}>&P01y}gQ}~4En+d=zMPQX|FaCbzJxd}?=FK|#`aZz=1YP1t!ZFq z5CJUS40=f6OQAE-tYmFtDIA&H=9n&63OCx{8V-gKfW{I1_sM_&KNWY*7dw@J?EOn$ z#YT!@_*3Xf!^0)uwb*KM<5mgG@{hGYFD1bHrK0LjSBbFYNb9ed(`8^4ysLUrwH$07 zs7SBG6QK#Nr3^=vg65gU_V3ue%`2k6$VLP>_@eLfEtgV=vETAk=}IYhWmG?_o5TEQ zsnjF{6hk+2cuuXo049IfkKA)8fW6C3*8e>&00~;viq?lBX!gJ5{$3M1_li(6*+vA3 z?CRL7)1}bgMbW8sC4lWiQ^~Dk#h~fVYRJ_s0cKs>+JXJ0fHO+zHF6>X-A#cp^n(a? z;|f7{dQ0JprHxi)1py3JlWTT2mw@l4*~P2I#gOBg5tiRt2x$>vuMTPyL6`7UW{FY> zgpcr@YF{XUrH>DXYhDl_bVWH>|92@|Z;fu1uPB9EIjOTQn2u{KiY4SF7lGx9bNw== z<0=B3M7Kl|VC8_&0Ug^?@EvdNCsYzJot}0+L8lb%US%=vHW6SXwV3Jqx)>U&_ua46 zE`qFi_q9?T#n5FX+akmwK(V2UqFX!+JaRUu@#4S1#H7lXTlm1gm_60jrmY;g)MhN>F#QC;(5czHlR*=D5>beVsv zlg}1_93g=6HZUJT-NYOE82NDD&+|s7O94E*xS%Z{UI^9~Bbo)`3c**&*6uX6PW7dq zkUCljgZQy=zx#L)PtS?>OT@$XOrC&O!9{S3Ym8D=ib}r>z83DMeQ)k?YN}#Fr>xPW>Vz457{YS{c@_hSpbs|_~!Cw?r4JdL3u#V!&U#BY2N-+}3%sIZOw(In8qA3aTClmjWdkJ%Yn27020@BV5j zg`y4@Wji2%-4F`i&RYiT*nsfvt0dS+Jz9M1EE(JjD;KmyDPZo@z!s% z_0(S)N|??_*wwh+!2ql4SJu6IgUi6c`DVQBsWP}+=&Vv4L59a?q@KQ7SQ{=|qKhgGaqBA~1dt&8q&BONQTPRXcx4k-;v&eJt%Y z34+=k1o_&qd)U)t18gqteDQ(4>_CT~Nv$;_H!=Po>ftKtMu$7h>?2PwezU9+K@`RK zRjO*!`kqxPaONg#oH1TaG@s&A@S?(KlvXcMn+{$?r%v0w3>dm%N8-840HOIfzFlby za8y{=n-#=>!R}Fuzx{M@J^WeQ;2@@RW5v(cJi~Z(|9{Jlm>!P1Z-2uS<2g^8HExTT z(ZJ2ZwKXwhqd*)16 zX_yY3XT8ySdW!~${q2$A6PRx6d{-JJM}@iE9=B_96ew3^;bdqeFtSa)5fV)XzmtL@ ze4nXsLV3!~^eu*y_5OhUn1$U+6)it7K9U?FV~NEVm2~KKm^ckw9U@N+5U7CodZsF5 zsgUD(Q` z`PkZd&c;}#nF-Bbs<%AH?p=H={QJu-jQ`N%V=I*y;Kg94P6T4Qo4?QYq97A|W-Ydg zt*wB|a+aaD!!Uk8u*g00v;x@LF$x>PE8vBO(n;4X6|h}Pp{R<6>D7f9WOFZXDxRMTv`#%rIVI_x14CIy!uRu)Vn3k`9?;0jcZ{3<%jh zb?fgK#`|`9d__tXu&Ldcj`yvAEkX~c_8CX;HLI@4q6b(o^5Z()(~||^ zW;U|XGZoOS9r7|OvjTdeNDV>*Oi&Qqr}*202{W;AwGR>)Fwh+xaq$Mmrxw@ndrVb; zPRE{yAE#OH>EzVV1)fUKq~9IOz-;j|vEI8x7DUD!x!?^f$SZhs=Y44f5W>zq(ZTp9 zoie=PU>p;aOw|qLv3D*rpYJWVU_p}SQik9x3+A`7ZKGr=f#38!cZ*vx|IwdL1NlviN=c(MBNX3XD<36y*BOnAyfmJ0;oQ&W~9!k!0yE-yCfeb44Z76=*+2r{{a91|Nj)2d0b6j7seAM37JYL zMT63SMnCFFXhM`qB}ql3L8Op~(qKp>bCEQU_uO;Non**RL=+;;lu{ImCgk1kU+c5F zcklM_?6tnnO${vgbb;o9zpic3FIzs0#5MGmt>uGLxE~QDF70l4wc!^JZ>BaK?)Bh7 z)hPY<=BF&?G);LOZ@?lz=7_rYX$C#p6cZalSaj~0EuzzT=)60>tVo8Btr15r(d+q0 zmNrMyd_D}6Ue@dz2ET^n)tX%26mI@IM0q%(or+Daz&nR$K zCNViczB-h}!eHTLn>Gd+8}F#CP-oEoOnk3Y3XOwPMt>QNFxb0crA2r<3sVV`TW6;5 zV0)hNF8q&&6$d1Pmdf%lEna+UWFia8+p1r6{xC>4K7aYlCI&~w`>`DbG>#t5GicSN zk#IiF^!#}Sm2d0LX(W?%tHy{0P2*wog1nXdLLO#V{T&z}xs%}%FXQtpF86J}-!RIc z))5M>kqrJk(Qe%#&cOCvPPpk78pbg{zV?vZ^x|ycc`X(pF|9+Kdn}UuOFyS~v+xm@ z$o)iObG2+u=LHslv3oy>X|qVF9!Rl>V$hvg`uxFy=^;VdH8B4}LFsyTy{h?}m1LNhJo3e(Br7 z4$}A=9Fi3Kmx~z}>y@fpx#&BQNPXo|=&63gS))loZeaB~>1|x(YO9{_*Q4R*xoBtM z5*qvU{2!+3lk=4M=ay3latxilP>q6{*u3VFEgZz$?5;Xk z%t5yD#E(oSg>8X~+Y$`9kn?}2zs`sYE7eDiO2ZVaePgZ$fz97LFm3Et+#fvn4?y`9b!j5{)p9qpj-ZNB^8A0rgB%;bj8kQkqxc!^U@ z;ZeZp+>i(gXRNeRl*Ukyoo4iA;uQ`;>H;24I!(cROX-k-Tv?K%VF=MIuMNp$q{mFFTI28HidURESJ-8Z`bd7%T1 z=H=!tSU_XOeuqu}qG{C3?elYf!5}E0cFJN&9_BWD+Q%|zcP8#R6sf>pk`(iKNGvz~7 zGFamOb>wZRVD04j`|9okKKj-N z&`qQs<^?WTYw9k5?%ncp2TX)eNttwBNa9=iscIo(Y*5a51TiM2xvA54{Wx7#>Aa=vI@S2q-37C-%_ z@ophf3!_8T>V!CUPd_5ASBMWyYNq!|EKptTs}xDrdqS+VXQ~hiS2l#YdkLVd#))X5 z`N%LIUfBJVk9B*d8+UXFpqT%&(4k(4m6{uZEEGiuYju4TO`_YVy!_`!Lj2zG^pK~y z5al{)siCC;yr61k+Aa{l-N^R|XOaMU+@c3QD}``66DeEMCxpLI6McN12wAiiS3u&4 zxnl;WR0tuV`a$)Gg%A^L=RY~|Mt}p>q2INa6CKqHvinJH6sefBwONR3K55P&hehzp zP-~M(5+Neoxc@iFr(JbdQkXA-jGXyciC7`VmVdK-`jzbK+8(V)Q*!7o@Zqzq zE|1Y8`ziE2G`viNwX$WE^CLt!qLo_GhYdp8&s~ZtATK6hM1p*%7z345Sl*)ke?K#vURTj)2&*9 zY~S%Qy4THMgv=vVab=u}vj`3TM=f@ih+x7(kk==If}H>3utpK?_r#yHi4tL^U&&Q| zrx1C|^49-bNA&jjW4~sa0IR6qN?-KIzC9^b#Y7?c*6Fu=h!)|x`Yhdd6gj82(h8l; zBCH-srB8E3Fqpbj$6QAQqc68+Tu&ClgI7H3_YmQcu~W`!hYE0J>%Hyce)3_p#>POw zObFgi0e97R@;%+Js`d>+WK??Zd)z3*DJiACF{whZ^^p+=#uDAcX{ty$3-HX3vtsfW zK7PMf6-GqzalWzZT)_!Ger2d!d*easME{lJk46Nr?)N(uFrCa>clk);h^$p2gE zNOX{{l5Leo_-v-dpI0;Z_^%-F>e-n*$j*qfe|w3Ac*E&Lv1>f^IWIW){23qju~48i zMF5w;#Kn=n`KY&ae&R|vN_E+&qS+rF4xFPD5*>KRU-A2FY95QlD@%-mO?Z1*9 z!{Wk2wFTZy4C2j9m8F##e10RkCyHlKH&4{(6-W5ymP|r4sq+^bY`4EAvHr8)qkn{l zV>Znl>S|`O>%SkTHEmg>3aVOVZ!(y%WG;7PJ_GgfGZNM=U{H1?Z}VSe7JbDnmU@IE z9fRHax}LE(aXV$(F&Q5I6CR#(pU+}x@bX1V+8JyPS4i+%!NB^#_Z@YSG+MXjN=!IG zL)$FBMD-X0OL3J8mo!?4t*F$42?J#9O@7|efjKq1kN@YZNW{FJE- z1|RBgQ@=-pqjiUKWH#ZM{JjwlUR=C-IJw)WfP&=lsXNMxD43p6*>^05iph)D&-{!@m&9niIb))7s)X>-Vc(%^9$Xlma2?)%n}XiuZ=XhHQ5aszkJJg{ z;GBhw4CPN@deE-!;;CH73~jj3rOt(RQ-aTq9b8;$VH=BAkny*?Y;E3Bc<{6}&DM%S z;3tZcmdU}5bE9c5#5ss;YMNEoRD%5V`hIouC~}X1MiYA|Y@9RlL4FYzYD0gLpU82M zl3u8?^*x1?QQz+_vZe6($=KWp)f{|Ub@-~f1qYs;$&oi#mf(aZ6`b{>7<-y`w9Kj@ z+%j{kAxrp5P#XSa(sv4((~YI35gr-P82?M8z=g7_(SJ)%QOI!BFY@}$!SxEYm`n1vOdX$*5dT%ANF!#aU*Jcwi4O*l;!@4=O~O^$!lFNMnNnmOR9G(2Wsc26*f0Z zuoQ6v9fUh2OJ~a08gNl5Q@ixfJ}w?MC3JPhaq5cPkRzxd>2y?w~m90F1~h;k|~&dpVT%I&xO#fuXp1UE>x=iP$?v; zP7@Q&3FSiUP^UegaHGpy-G2?o2p0w}ZB+lk!G4{t(+j;h_!55fTC*;N?5^UeFP3pp zZ+v#vt&JsZ~wae9~UE9!59AJQD3aJ6h8Wnr!szW@UzN;%Okq1SF#-MWJu#hwjF;=2o2sz)5pKkXgtXX z4;#?5iVS_lROuGC49f>>Z@LN3Zo^q-|t&fNQx@DR-HsR*X&z` zODK)FYg(*bI;jJ13gnYX%x$$Xo*zb|KTg9kcZ7?#b$b_i6Mp7f%`|r!%Y~%sqtZih z6ejzI9JBjIVRj|&B z7wg(ux5^ynLOsG{!$YF)yGENE>bXSc>r+vv?Yw#qZL-4RT>x zukLxyH=|88YUel~( z@wvh#wCe_ogN;Z2(>7vpaoTH7DuY40aged}Z_)=^&t33vr1AZ0>EXHOX{df(&F%ll zKw_=8lkg@B3n#&)i03Tk&VGIJK8Z@5qYu}dWw9@Pp={a$76Zcv1I!W`ys8~joAH;1 zqWh9LL(b%Vp!AS*5`)Ny&F`BMSPa=EIBv~k(Rtr2O!Xy;f2@wnCz8wF{GmKXoyD!Q zGkl727`zq}kL=WBVD!AIV1V>VF0bbFdNLd5`#`S0Jqzbu4Gs%CSeQ8uST@V@&{MFm zdX&UW)5`}}*O2~Ma>4fd3bM}aF@`(y7<}dFZl%XC*pPDOLobQ5TegO#C9{}+S#-GD zmj|Ejy)Tm^cnJJ8u;?9$chmZ`vlkM7IBVnb(eo_gE3Ixxd|}|aqOyMCD$!i_lmZg zSvU-JT`44e-Q&aaCB5Vw*tuS=@$#fGrd-eP;&`IR{Z3s`t621Fy7A8UuqaEs;S-{<%$@ktCsSTN-Y>!8;p6&84zXl?e>{6%lXo!n<%&#eI~re(^VVn( zoflb^3_T!z^;h9M1Ji4SThuQ7XWBs4J0Pkb=CBC*d}X>Isi(@!z53jSI1AeF`KUkm-B=JF8!eSy836%VDG{wXJs_;%&g=GZ=R z{^yU2YkIIK*gQomvxUI|J&IpS-ou;Gk}oGkL>D;`8WRX#CB1m_ewz&s>A#lD_YC2o z`Bz4`)F~c@atZ>pZF%_PlT^~y!s2R&eNrUR?e2=Z?MexRgC>{hiaJO=4~^K^N%XsV z)vNTc+gWUnkBlob;$c|);`8ywWPEn#+q`u=SX(5_V+P54Fbs-*MRc27&+5s1Vqp6( zv%}PZ!80Sd?y!qA;_IYa`$;};SNg~48(BPf;}NT#MRZ~&f3!$M^u9T`pp@kO1>OVZ zM29i^8pA5@Fz5?0Xpk~zkW#A0_*CpZPm0hlQ%QfmAn% zZ`7;}baPqo#tnwn?P9@sRJ_}%n?cYTNt+-G21lpKR&3?a2!w~y25A~%$6SM!x{!DA zZu0BZPAnp7Y68~hvq;xip1z@*#YRKVpKnP1DoNj5dnM6Dzi(sR0|r?- zXq>BZHSn!u5TopwqAX4BwWq=C{#mVE55h6y%xHICe;R2&U0nRgy+-YvW^wNbxhHSs85*R{#O!|Mn6it( zbz5I$XE6qw#?~_Rfiz|~CCBb~%0;N}qslr}!U313_hnt6urpod<3Kav<(DS2@slxHx>;M=A%&J1=nFY@}XP3rKS!w{|b38qN!{ zhu=J<@ofAi6DcnmqC#55jPys#snbNp*Z%|C$jBtwA&ppK?wu_b5jLf9r_A76? zO$-+u+k4tW1_{6WWEMP&ps+OOh~+>72N|9Rg}Q_vf67!{d)`4|^XBs$MZ$|MEmNPj zhH>$FPS37Y8@T8nQ!toKe1=O@ZxMBgjDO1-`AndYe)eJfN%B7XQ5MSYtp1#jQ zn!^3iz_0}3Kk5}jUV57no*CVnX-qi8O_p=?8_ADMH+8&SOyMA7@wa;-h2D$tU+-jd zAitX*9w5QNkjhevNWT&^JlV2#@+1m56IA#8--jsp?%Hxoobb%vDZQh_ryOkd6gk#Y zc)KP)aDgY`%{3RRk92Tw_rTD`vc()I-1EDav$q60dos@7b1B9V-=me2+&Fl6%AoY& zdJ2ijv1_w#P-qRZJz+)s1=rrQ;3h+%d$3-vk(_tIxyN@~?{iT7=~2mLeGbMc8z}3B zmLN^<^!^n_#jtQKSUFjS13#IZYa^o^bcxH2y>^yx`6%DchetS7*jSU;Pv-NFy3%rn z!aMV~O5dkaXn&X0o_3D|t5Zr}id;BI3?6hg6qR7gGszobQ4}0<#X|bxh+i~|bX`$v4`#~$|Gl^SVZ^7o zq>p+`+(vz*VXXE3K*~`X;;ym^i}w)Utq|74BlYJpd8;Q${cqd(ZqCl*JUn?48m_aJ zhjP@^Cf!du-zt zJ{l5&f4W`fLn_C%pnHq}yTY?pOV1QwU4~8d-rIascb=>8NZ@0NSJLV3pM)!Z=UbJ> z^3WY!D*rK+2dlshf5Z8F_`|BaHCcfCxw={XcLh-1lE5ziBEX%CrW(fg1o%Eo9Wl2T zz(QPHytIuEnLr(lH=catJG2?9(ma@6wvINF=HqpN`KeP50*p?zn^n0+2>&k)twIGM z^c+o;+QtfTX>VYdMy~)~57~F?9LaiL$tUh1>x`LbpU0iV$4rHVZXx76l=~-sd$pac zcd@|qNirWtB){nNxCr1`b-G=AuK+_DY3D<>2ynvaQ%BSs0pw~gS|@V&FvwC$u$18A ztp|IJ;bHcRjf=`gd9az_ASN%*$44(Woyp_) zsEFR>`0_CiV@{q)8Ja`Z;Zj$2h$elmr(eIgmGl)~t0gB?89d$qTR^10q+RWm&A>n2 z{N;1PWl;uySJ0$i`Djgc+f2rdCiyZ|Pg&@krS zM5K^%ff+_CFA#@wTi}#>JD1l3|a655#{SZ&|y?D38&?tk>^erttBQm3V2eNN zau9dVX+hfj5?r?rSp4gA5za1r>k+-M2!RRVTJ*9KFiC7ipC9?&lM|JFfy6&|3R7H+ zNL@_(()RX53B1D!>-O0c<9o6E<|$o;a8=t|6c=9r>krYlpD=monSR>DNLYaBHzaeS zt`vd$$iTYSyBK2cri~2kD8?gBjck)V8UKFJcHH42xD6Y|==Bz$`Qx?CKj?g1O7i^U z6rP7?7xc!53v=Onr$_i&ssPy=w@-2jDn!LO(+A2|3L(KgCB6GvAyWTHIV%1ufa^Gh``_7!&fd60(mfXi8&l{KnS6wt-tw`nARks+ z>N?St$6f_GWa_`W)7T}U?i zE3I#zR>?)k+lGj)s60sZ*k4qP%|lp^(fUu`c}SR3X)^U_E|i;Mq-3dVTwD9A-{e;o z@n_npWrs51y?A+@nffi5KfnDx?q??U-P}4(&LJB?A)-H%O>^M1P~G;z&K#KZDtTV8 z$bp*8M_FmvY-~{5*EP8%6G|&`+Ah`Jf_9N8eIPpnK_AxWKiYH?Ka6JiJ)Lt4w?E~3 z*mh<@)%mhw&+#n$4*&rF{|uLRJk?(q$5nntsf0vDvXT`lG@nqBN+P2o5<(eeR`$-` zGu(ZzyRRst9F=5bWo2X~5v4^E_51$ye%*8LIrp6B`8=QJoL+mgsW0thcxYF0DT7W1 zjg+!g8w5yjwpqb@z>5fvwmx~Sl0<-10RxBTD|pCs-=Q07i-Wd|N`tMB2tYQLe;~Pm z1Q*0Q*B#$Tg5D{*h*lH{RGMSuq6}A9|;gpGL!UB zl>ou9#in)gcz7)=@gvCq2Pu5Q_O#q0sC`TMvvaNl77y<{Gg^ZO_vMwT!j}Y?HMKI+ z&?kbQ(6mVf#*odC&PVVBXtT6v%#U8@T&w0j4x{E>lK5|wx~+R zZanmoHiYKb5}?q({KYR40qzMjoC;_mfXS}4!_gRkidQbBqI7+BXJ&T1z>=J4lx>I(#r_};&hi&5n2zD5HE z0k+rg9z_H^oCuBTdo+myy5LjtuaROH3SQ`E1eCyT3nF!&Bmu5n9j!idk_b!HQhg&g zi4Y@hb}cxQ2wU5F9uFB~`9ptloVf&OUqws*K*fXW+Dq9u91h$zTzhlwQ!#iBd@YQ! z#(`n4cC!3+0$fzmna1T3Ve;K*L-JY@e5rZ=XljB8LfN$vd-91O-+f0lt%3kCFCr$x zWU>5f#^pF4#zS{(wL`1dEj`48gT1gw zoD~r+-=Vk^OOW6)q4}2OArjQtIf_v>lR!g2@ijSw2(GEym#obQ@RwjzVsa7>Wn{tJ z$5SO>yvq(YY{h|6^2|MzX9Sq4qw9JlkU&g7bbqS?8H7hJIo>fP!|E*2-@|<*NIhX< zcnL_b`|0wC_%s3bs+AsDuTB7xzNep|A|7O9cDwBShl7fgzePvviLlSXcUS5l3B>ok zZKzivgM;~v4Xhy&H1{4_|0InBT|2Zd9F4{DW2@mg)JOoOI=s=nIy{IaeN8`Eg@drZ ze!CmycrfvK-5|dOi$A0Nps75zzqJ+z-(XB14RGhn!S1Qdn+1sgR;5R$*CiHPx8Xio{z8`Isd?~nam37{5jQ~#|L5C2SKr3VN&IDl8v zqqLWRht8L6RfYrzIyyRWcpV8UEKHO?X_LV5L}Pb}EeRC<{lzO^B*A}DXLSD*5MkM8 z&1&Cw1fV;qXg^)T!_lAJCpfK`eiObQEurCng_71Mj1WNipUuS_T@uXOUb&`cPlEAx z`KKRX9DAfb^c`c|Mh~s<5+Xc^{Vo?NNQ5jUiRPYD1n|_Pq&B$X;fPe4V7wOr{Pgdy z*QX`2$@Y2D za|&FGZykFvNCvO7KGL7&u{=#5PM6msf$*6A{TTrwNLZbInLsDOlA^JTdocxKTb6DP z#!`Xfe?clmo(Ae4Qo|(_Xb_y!V(l7Fg_eH0--Wvrh;a5Cna?DH>ON1sr&yibS|1;= znnZ-N5z_H4-eg!R{+9clNCEuLYYhilC?G<8^JE&Ru-oBY(uy<{3}WOm5ACJE5kJc} zjlN`fW_UHv)Q|-K!XHFCh!H{USmC*KF+`Zo%+0yEh75)qzqmAtQXn$#lWjDE0%oQQ z9c6DQaQ?C5!0H1O@DVpyT(BU+`QH7lL}L+$Vz71~Hd}O9VLjLD&f=MFh_} z&*$?(WSA*6tkRRDK=ziv&o}!hV7kc$`YgaUQcD>GuDWEh$ZD&YTs)n7j) zyS<+X8-13wDoY8FVchBb>lO*pdOW5rc@!wo7WW|KQQ_*kflaX=s9;vKO?_p83Wr0p z1q)75f&R9kd{;aLf^yze{=$(Vz*2f6yP5=cIvKae1;`M6=l5~*om2>~YPrcDN`s9L zgMJrWFNGC{+WDA@QaC8H`P@ILQc!r@o-}JkgTmG)Qg2RBLB_vJI%%2=ALuDzL4IUt z4bI<@jK#O}PW}2#_NAbF_}0F`Dmsi91%RA7155?%vnm1^Fk5Wt&OFNiov{U#kytw1 zy?cq&a=H|%w0kA5JJLXM%`tiL04l^E4y^C>Dh0`cPYV_`4B*;++Mf{41b1#{O5aHq zJc+F0+r5JY--{Hh8QA#q$a|ZNZZhD7nsq}&I2~?9{-WZr`J>O{!ag%-AcD&q*V(~< zv^K#L;_@sAP?Enklh1;^PFW9(p0l7rQKs|!X%-YjjQE|2VZwCU!aV;i26XV}thy9K zhfpi`Ia)y}yiy)maL4w&e%w~)XB-oT0&?2P#VqjH|7TI7ga!XiP3?M&aXtUsjN&R5 zkakWcottIAd;PkxH*e`sz1D&jTT%+Pvp#)ILp0c`sP4OGHv{nTI0u`!?`6Q@V}&`+wM?-3WJvf%#BKJ)rN zEQo14BC^>I+i%$2*i#}bNYMx}H}zzKmYiUomMsJ7y47SqV>;MrxB6SZAswC<5KWF& zGC`-vzjO$#{u<8wo^(t8#3RH@>0@S@aX-*Dxx+Uo_sfY^-`D%u$z)G ziMa6aciEju1{Y2kZv?M8E=Zr){qtKC7mR%Ot%V(2NZGuo*6z;%!RUML-S%wgQjc#w zV9bIA2LUg)Kn^ek^oyv8k67ySz>!AT@@kR`#&I97T*mTy@6NQZz7Q8w^X}b#nahDR zs(Xv;Mjm`AjW@{CCUrC><^=pAnqd@_++nan!sE2YHaA*7vSsPZ_+uM(x=bSq1`Mg~pb1 z%3ynlxJ)mj4BT|$U#pxb16h9M17Ua`G~+FIH67x?1Bv5&A6Z-oI+$!>V$TKFu+|(% z;ekHaR!PXX3@$jxh!ZfrRk=YDvo8Z&+0Vyizj%-#@4V}*2M)!>#lOT(H|`SyTa9fnel+=zoUEBg$KT05ACZ~LrOQQEH~!UY>z|MKlq zT&T**b~U@g1vRJg#B^OQ=o*PLhJ!gEw%LEoBbg1#zpPnv|CkVYX#0tIF(#xfN4PI2 zGXU4{__zy>1wpaA5oaF+#GQW5cqoy0{%xEVEmPGzZ*JFN= zwc^kiy_F6A_V=7qFkf`di?Z=|Wx`U1L({PuHiQdN9|mK(4I|Fno_E6Z8+=QzvIMJ( zPn(P?6S)w0R#(mt({Y{gR6NrjtDDi8=yf@4pb4!{Z?R#)yW4-7lyCWIqRdRVRchp0UB| zrOwthQ7lk!aUz8baA0EPeAmelE<~b-A!WyT0JI}r+j6k{N7kpJ2p+iVUU^oBjoTM8 zF4PdBF4w z*jM-v^R?YFalf&;|1u{0kzb4h-H+5}53^XHdH?yfj9W~Q+^Oc zuEvG$jr1o^Q#c^9y>>%w19r}S7e%2!Has8rv9kXH7k(Y@2!5`^137~@z5ADW z;O(2?b3K{|-N_P7pRmtn=1ddyHZDBl1lt%{VR1S2u8C8{fz{~xbYl}6^6I;XZfbBr zR^4nU%!CICE5ke+HV>BPm5(X$m4VUk@+2#aPI^vB6WDlSuHNF+Q#^=_<4HHwaG_>k z_16hatl!j}5O_zytcSO{RCDo+q9+V7*{Jq zcJO09y{Pj^!wB=~w39dWtug<)@}@PgeUb&olEth})0xmsdmMGwn*q_U?I$Wvv0&Kn zz_qWtuzJlH*%gE1fZ~o+!vo(qAjkH;NNM5#Qk*@y9_z>6=wH)^1UAG5X#7*3#dJF! z_E)rz3E{7dd@$TN5ymvw;y!GbpxA7OoL8d}i zuJ8SFbcqApdHvM;N?bVlWN>2###O&Z8%i&8p!Y|wd3qKb_?&lo?!bJ_s%>#{#E=Qa zlYLu0RxzQmr0VL!S~lQmA2Rj(I1uJKFr}!%1$F7iSJN;KwU6(v<6-CQKXN$6mkq(* z*5@N*S@7l2MUUvyOt^i}MRej59Ui^#yZqmM?EdZ^zSANRyC+K){fj2BA?3@rw0$jX z*!pB?Qi+81bDzyG?rX52aTPrfjab^+?{C3#;K69so2s7@#dQk>^H(HsD+{VE45qP1U zONZGM$2dvsep@PVd8PX+4Za}BZ?~tZa5LCCaB~d>G}rnFa+1j4u)R6sWGWdr3f@Us zQB;r@0-~;FDNIdOkBNnp!ob>h{YbbJzFF$^2rpB?obg=P={^-SvtReEZl-`%h-?|7 zmJIE$GCumIkl?u0x59IsL;z?Qv92S7eQnb3V*^ycZ!~Q9wTlKFGlNcHDl{0~Hs~O@ zn+7Zalfx};R9Gh)<(u7(y%T2z8{@Ed=)UlX2O}dSm`=@A#Vr#-p!vP++B8 zZ&KlD%kq-k7!|6@Zr>L5rh@6w3jH=yD)f0~xELEy;OQH2Uf%&SsJ~GezyaE7&}O*&0OW+( zmX+1Tkk=X-VD|-CsO(s@k60a+&}~W_?1_RuSObgm{epTO6!@YJAE>4hPzE z3g$!GOJLG1Xp>Uc1F-va*y!$3KDe#2li6nW0Az2Zytg`70=<9KD-u#mz71Eg#3e5sJl`A%- z8#CZb@Zg!d4^v>+Npz(5K@u3;=1YjENCzu++VVtN7I<#bj>vkD1!vM~`r5W+K^MZ~ z*JWmc3fMUc&ZUE_M$@#+ObX1th^@J_B@u*fSWWovj)m6=YoFS*M1UmoG|l%#EG+Fa zm<+p-4B-=h)LuBHfv)9SErB0t;HUcT$xmh)e64cmh~TEen^VC{*JhGHs%5H0cKv;@ z-QTA6%TF&60e zD>$YLvG8+XeU*Go6!3kveo`zJ0iwY(%XjkbK;Gi+#X+fC;FxIg``Mu@aO{}#^c_hP zWFF}8L+7>|RC>!d*C+&lkkfBfW0yb>_1P2sJSz}P>Vj#i#r|L}agN{jp%>Jh!bOI@ zzYKNXN5yY>8=+&F6LMy^U66_gX_N5RTWEApOLEs`JH%(WNHcUf2z+H5YVG?DL%4-h zrr5$!;QLTvb9TxAeXW#B=-GZ1`BZIspE~S~xcIZ9*N+CEa@B>Gl2^l#O3!rvYqz_| zXNnke`{E6xC85t~XmLW}KaTslRoWua-q)XZ10YcEBiy4sH~n`7fp-rlT@vlZdU z{Ap{R3C9;5qs`YHyyJ#OBlrd^);poPFqN{8{7%S+TJy9h+yl|_OGc~;d{J84WIDSu z5FKy+uk*Gnwy&D-pL1r>$azjCBH>sRavONG=ljqdL`%SLcR25Zqy`&@l+XB}uW6sR zti9=lI&O1vWX|3~X(m;b{h|IyZsl%R!gvUZ_s|cC-yVfVfBssDJ`<0^<@S!%8pNXq zg#)yH|47tWe9KeMKLm*us_A(f2cw|eLoITeAxPhKu5(L4IGVERx-6+0jr`082I>0o zC`i5hXy(f#ltp}HxpgWH{k?5Ab<-{#?E{xXMQ%xmFJ}4dIr(^$X4_7zT@{b)T+Z*& zoW{tjeYW*&0@^1mXcO6%j1~?Sw;E5TAr;D{aP%Pq2}u^q47z0_`m?vH!}MH~koo6H zJ0S=0r}uR5n`fd~!o@Scj-?}#k>lHpnl$u1)F64HDh*wllRuggf{j-SEBtXrG;nIo8@!btwCXX{vrSYLb`;|;2(l)z_7nO~sO8LYd3*{oGImoMCpO03XZu-wv zv=EukUnwqHmya4*%o6v|Y!o}-!aCMl!2Uv zhu*hc%|Pa-Q?4uRz-V7aID*eWOX`nZojztFQ`~yzzPW6aG;#>9?U#!Py2^4|LHTIy zQCl(NpaNtrVQw})n}hClv-tC`WTBMbVqIaqnds#9z<+yMGf`yf^S%81*(g*xilFi{ z2W{}5yIa+tkCeCAiMM(cqEAL@^7|eaAt%2t?&Cj-(fIi{^t1E_Xj0+CuePoNBz952 zT0y%I<#f?kWri1`H~rVQsPPpc*~IbAtDYsuKD`0A=K~IP{$p(HPQ{~$s*kcY8bs8S z6_@0Ao`{ruCi!cI@MsmCU;g3~9GZJYuwK)IL-Was4|Ig^XmfeS&gDEjDha1qnuZV% z{>cY{dT|oUT>1a>&=_Q3fG_+Z5@Z`t;XsANqS>l8)4QY6myKHu+p}9!bd9%}{$h%R{ ztJRc_o(4=RH;XdRIo!Pi)zu87@cr&HiMLD?rA2Py{9vN@|BiWQg)mT4-%Ec%3sdT;7QUD zk9+a`iDViQ4%vCG=~5}`6nt_#^Ee$f7g5>qO;2*1t-i&=>FQRNw1oT=v&aqgBrtlWVL1(H&>5CiRIe*KLl{7 z_sGk`_e@GqoA;<#M`ID9$K*YGwZ9lyi)A0`Dl9=76R-GEqi`tjhtqZIBX}e)-8H@U zb1~BOmF8=eFGSS~$n|A%KFYBb_a`68L-N~6OK-pDAXkqa`2niAC}8kgiS&(JH2I}K zq_I2?Sr2KB6q**G>XHispEV27kbcMN+3{Rd-*VyUuCrN4EB5&xGe!ogR`BV$@*@r1 zyzBog5~U!TsAAZu?ft=M-e2YdI9^l!m@MQC?s?O-F|JCWmDbGm&#Ag;Beh zj{XM#0RR6CS9v%TY!F9|ii&a;sU#gbQA!z=BqDe56>>x+H#u{&?scx)T6V1?v2I~h zlITFWuacxfgmU-oU%zMG=b3rmIo_Gy1gf#_ACHN^H{)!Q_XLB{G@&JbEW;mtHxRBX zGyG6%l%F8+(hqmNtU9{wTL6mQN!$J>Bp8*wY@Sa^grdb&(!#Nq5lGK?S@;eROt>Fn!=;`Lk`nGn+;Y5J#MTF$QVqwA0M*W#-xrvj0; zX7?58SOQM7vnm(}hN67Pe?`yheDTI#&4{!mSKJ@SEw{1B5kEzAJg?jJ0C{-}bt=p4 zQFV@O;PZkr+E-Qka9;Pso`%}6@Dv}c-MKr|Z^a*plO>7Gtv;x9=KN@ev;%&68Q{d& zW`Yfa=W@8^G?2xVqqH_y99TTA8H%?{qOX2Rt(N5twC^b^lKXQ98@%=T$G$)|6!Ebvrfl_Be$7)GSjNNn z_&nwmkG;Gp=&;Qk8=}&q_vPJ37WC8odH4z>g-Nwn9dZJ#3H>&S2X3&Cz`L%C=mpmQ zUd%XHdV}hY5t7J~CoI%$^Vf6m05=uM`l}u;&@lAVKjFFq6vwSzh!egI$1+<)rABRl z;P+JJ1fL%mZAg97CQ1OFGrrqu6~lq7-L|veEDBVAoV@Kd5e?EB(*Ie>MuCwa@s!2> zNFYcI3ajUZ!^di^Km!s1IBzZq$z%q>bWz)@Uys9K^J2U8@Xc7bBQ7a>ry?G{`R_U) zM@$5x={wS4x+J(TWaux;NQ8y^q(SST1d#bK!(n(U9y*`%i7Lv+frXs?X1>4}uy)xa zWi?BLSo0fZYd#4Ob>e8eFg*!;Zi?6mwk5;Wt}$oU9VzhKr!!+|E(v6I%0=G~Cc!3Y z{~j%oM7XgbK=D&Y92m#%{suu5s>hNd)!;Io^B6<3S_y>EBlQSkN1?2osx&hRr7=y1xDl z1Ffwyc|B%f;MzP$*6hCG{)cgJDcIY| zgfAATC%w$Y#E3B3U5J-ng~RUyL9>m9A<)OGd#l{cA8cbb6|Y7Tz@W%|R#YYm(j*RA z#WC}->6Ksj>;)q9>3ygQwvC3WK~Amn!Vz$$f&G0?BLPHbLz+)7aL-7ix{} zv9G`24ja8sa4f3^0HyJRcg2HHD86BQ{=vUcXcq8InSH{{8(&Rw%${&4i_TnfeH{YI zE*yqGS%X0Fje&BhfB2kUz=V17e+znR5w+!0&G?>9c8(U>R@XLgpdD zp}j-LcTW+)hm&C0 z^E+i8k~xQx*zc$PMgO-Y&Bb(9wk6P=E(IL z(Lk71pR7F>=LN1Z%}r5Wc2Ixy*+87uBj61GrTcV!2rLfS6SmKXfPkEgjjSdC21#2i zI5PvGVYNn`W6c+QL(b^)G2DSok~?|W)E-#M$eq7-YJ%^r`a@oGTDag{p^|H22Gi^4 zT_>N~LDI5%fZ;UR#2%!1mKb|1;pm<osow> zTz~kZ502;BY5iz($78otqt;SvknE9hn7z~#r_q3N{ig}87g9F}5VOX;3P(-XU7_*C<20*{v3O4>WO9#5 z0;YV-+Y@sx0qeh5sPPxZp!ED#7xj@S{4_N*@vJrqZ%&fc{@X!B)1mP3^I|a=f8W}5 z??f!>=x63jti>an=1-#077`X+p}z7lPsW2~uga>OQn6xy@g;R#5{_;;nCFw8fbtqg z-u>fEKw|3k_p#0KxMxpo~>GMdO0N#2^U)_?2IHl`Eh&$?NthnMt*q5wlf`h z?r9bYPG+FqL;XJ;Y^gXpBf>S2DigTHJb1EgcD^IgFltDVVn3#s20< zGP0GAir1$nqw-6BxICPUUC%j#ilkHVhwIlpu4`$i`8@CBJKjvZD;)K}o=8T+`v+Wa zkg~9&<;eN>A2QMS3`yrmc^Xz_UzujhOGO%6tdi_-3MzHGyye@SioCb3V0UpE3KmTW zRIH@q&ZOWAd){QCyV%Q{?-$-_JaOcW`(_HNb6K3%@+YIB z5z!{}aRyE}T_=0w_OVo)-K}J^5Jf|5ZsMqXm4goMksszWvoXNF`{%y2 zY%IAg%d4K0jRK-o#!d6t7j;uuu)3tnD2N~EFg_GrzAk-6AAzIDCb zJvwgT*|4_oordDM+RsaKskqoja`y|SA}cYEhZaP|n1`Jjf>bJU+sCtlB@It)6Rc?8 zn~Uj({bcsl35QLNrXM>E|2Mr()%ueBMN6ygsY7 zac*W}T&wxHU}q|RuMApj<7dV_LcfhZN5jZq6YrD{xwyI~@Yn7cI!f&*I;`?L7h5ey z?Brr;2$|a_Bxa~+J`g`*(MCmu-HHXW<#kfA9Syac|I6jPmW!n?zX~UBqGRUS zOUjCB%=pdy7*@GYN69+{gJImc_%LEbOS^@JyAz%aA%TYBjvS=rF&h5!Es)f2%*AgZ z^6lpv==g!l^IV>19+oibg1h4L(K6yZX|63F#R(aSsk(U>aN@_kN*y}R?38_?aFmWN z>I0nFYIGb{dQs`xNJkUvm8RCGc{nTEG#oXZkGB^!c?j%?ABo1}HwkZJS?du%CT`tKTk)8{B)00sHrrIM@~9`Ci$d|1=8mgY%6) zKj?)xZ=9ItVfq-KZaUmJqF00xjGDL8m!F`A*opvgQ!&1&qL5~Sit(eW-tb<7V*Dvs z9K<321i7`KsisnmLMssvSUE#3aFy97=7j_gp{UxF`}blYM+7o)?`uCdjoVhkA9U}XF$ zM(#1aD=SPr*FVOk4iXFuzi_zLoz6h@D}k>YXBcQRqa%|OREjffVW)Z~OL1(aBI-Vr z;>uaIXZ1x4>}Wbb^=xCHy-$$T+nuF2{tq;2l}eG$uOPwtv=o~;s8XUE%5d#VxnhlT z8G_k`*;BvD(0w}S?vLPd^t)m$;HpxNXD>(`{zfjtT@z(DOC!o~?rl_*=Cd;7zG!+} zmc1Nv_`JJRk84Yz^Slb z1g*t#{4kH)Gh!9k9DQK$y;cSG*~;GaaH&8D86#wUuE3F9y5lx(mH4J)g9!WAN}NuZ z-N$QNg=IG`a2#K*M8_kd{e~Wu$fC7CHP);|_K)3h(~6Z?^^H4S)4CE3!~+A_iYjs8 zBqO0}wh~pIY*TX6ufk(XA`Vj>Rk(0{x=viS8dWv6ckI|$jch~hXU?cpp?qnoTwG@* z3a0m+nN6$23_oeMhrX5Aa$I22hAG#&p6*K?sYEpoD@NS*DrB4r(DU}HLZyU7p;K*4 zyXq&++m2VG^Aqd&sjw&uAi*DD}WyAYP>si_}*PHtqr-7!xOMbfGrwyYRxM`< z+NhP`HhI_ox)jQAAl~Q_3-jE-FqD#5UxvrGiyM#^%CIBp_6HNLa=f;r%i?3qtfy6r zSf!;hj7y=}uG?0Icg7zaa?LEo{z1KxMdwmMeJdS8{xO7V=7 zTG-_erN|$?)y)5QDVC7F+t7EFAthq-Al1JVd7g}K@$F>bqOx!oF`9vLe>aaSDll+h zQ|jv%#~G-Ua`P(tWd?FCZ1o7SVPNBlB6j@-=08eLIjYgmz+iFeI{Fx8~2 zW`yRW+*S*>Tc`7}`V;Sq;gCEmf5WH`h{;2)j?i7K3wcNtFvJI5`N#@Q1FstLQLHlN zxXr}^l(eZ(a}Li(fr(D1ee-ne+)hwGtibH^tHk@^O_kk?C~qf<`q4vqmjmb^0b{%OI~|NA({>m3cV#p;rGxKgoO`+L;Ep&ZOo zPvg{N@{Vg;A9Jrv=iskgy+^Uk`J4QnUuhzc$q$aT&pzEkW6t^45{b+XiO?mwwlFX5bS9kmA zy?vR1#@njm3ZpVn%SL^#;Z-uKo0Rx=w~^7ZM?UFeViv01+tHu3n1#=UD7K7^WYj9+ zZxHZKM{A3{n`#%*@I;4t{*ZGTc70PluezFsJ*PVx&xSC0u<6>S-(s0~(CWm1vj`d0 zgiOmH1d-8oIKPTxISthcUrc_RPsXZ2^W=B6B$T!PbHKbe5eLRy3mp6s(U+FeZR$(H zk*ZBWMgB>+v$Wo1$D3r-3(H=r5>7?8ioI@p79>>WvvwJ!#i8ho6KCOXB9r%P{dZtH z5tV%zmxQ>9n5f@nKD03gBfe~mxzrGY6~RZJn^wf)$`R`)gvmJMNoC~}6pq0(b^Fh^ zZiVB-^Y+x_<01I5H9>RcKoE{g(>zt`15xizZ-%Hv5VLRp{8%STKsOyprz>IMxR+tr ze7QFYuP&rb+P8+_SnoBqye2yS3vU*)i0C%>p~~0fFPX~$ z=yA*MvDjz`-n?+|Xx4*AC|{?qE_&Gpi+y8u?>VG{4W5Tw-dd`_v2$VF&Ljhvet*-n zLDw93qc^wt%UlOvdvM|Za}ey0hL@Dy(L(!RF*13F8JdQ1W=UE&;IVH_F_-7H(e(H; z0<>4+cPT=JQ(`{xVWWyVgdzv~0B_~0%N$pbWR za5(0LI>E86f&v`^cR??o&LX910dodB2|qI)flin1A(!T0nA)NjVXYJf&Zd0BkM4%U z&UKFuYTXNmtq020r-eeH@L$O^yG$^Q8P@M_to4VHo`dD>agV^7U)IF>o(uFWWWE{e zvxkD?AAQV^_yc>Mpy;q#7@U;r%o&%Bgw|jCEBPX#!7STa3L>MSUhC?mlk$=9{n@4L zbzj54YwK&3S8E|qwvJW#%kKbCpxS(yEq(-6jam=SiFrWljMB=-E5Tqw^HdEki2x;& zrE>aEBoqdT4s4)AgQwTKup67B!L?$1G(0*S7IuWiapnY z>4sC@YY(C0pP-=OmOxOVe81ky6%J?RsB_O>N5EF+>n`8^M1t1Ob?RQ`kwDT2Ij-Xw z2A`ZeD|fJlfVP+3_n1Ha(AOSnbL*)Wd}2J^wlw4ddjjmtZTAMkO3K3P9MN#N&=}!S z;}i+RM+4s}C!?X;c<*(Fd^Fso=Cw))6A%zR_>Kuj-UwV!!U>A{^f&Y zpnU6nN3SJ=`ubYkbiFL-krwSp=pjSdKG`n6Q)KwnuV>cuDFb-_{B-NlONR zgDoA-Z;2Su^GgMNJr1sF{$yZh6Rzw3n+VF0ThG#>;vt2yuXkK37BV_}^JIJy;M?z< z%dv-&VVAtPS>?SHNLlLQnQ}}4`MP9V$1lmCy7OL!gG3Ts3Q1gy`IrEYK1_?HU5j{ObxZuK90@5kmtLPRh=Gk4M1#&P#Q-5Q{45l21DlM)_K&uRJ6`oN(X6+p2-Ev*78=+2uRt z3j-jnK66b|I2cB@I90}|1cUMcTD6o_5S)7QNKVW%0FD(^#-|oOf+Im&7Tok*fb3u9 z^sT}cSj>_d%12m1`0L+u_nWP7y%lNJhGL1IRI-E>_;es?_s#f{Vk?-wuub&C=X*e4 zp$#iuv;s0YPs(`85bS@ewo27%A@6+=PqusuWG4;T`TcXj3yKjpJU{y4)yZV`aGoGc zQr#jQdB_i^{nlw!c)H=IzO&6{PR#k^RT%Zn%@vQGwvH^QdWdZuI^zD3K4>FjaqDGs zAQEa1KM1QK;EjJ52LCBW;#g_9(8DnzHu?Xh=w2eCsMEnC+yP-2*ni&cuMz=2y-tq* zd5C}$HWyz$sS3qr|M2b!qX;AxNPMj4BH|6p(?@ka$6yZIw{1bIak%d_@IDnvM5W5x z3d82H=-ffd=QWE$(PrzS*Ikh~UB*hjb~*xkbRO;0ZjVIkmv({`)6qCb`@M~`gUkb=xj#@%Fd zDmK>%v^AKKaASUVjr64i-05!P^y_>A8XT66a9oZ@S@BbX(;SKD;TkBpPM3tA4!=M) z$z<#+ZdyHOpMnN<_c9)GreoKOylsVtN+dC|yyISYMu1{of0&cf^3uO27mQ?T1m zK_pr|8~b%SNfpvL7-QT+K5>|esZL+CY+ADM^SNV>9?&SvW$SOv4P^?pdr-}`k7S|y z3)2z)i%h<}N58vql!6Id4)uDpY%Ewd>bYo@gOcv_)p9E;Zt=Znb?zG#ONx6ppO(x) zs~HJ@_Gc7))>nF7#Ds!&u2)<56e;NPcHU~EF$J$T{4NpSm5p(izvwAH%f`;=nnEo~ z4&Ii!m+xRkMTeuZ{A1^-_}!hmX)PlgS+CWwMj27CZsC;}uLuQAR>#%dy0cK9gSUU9 zFaqLao&(D982S zlwtt|v&>f1(ynHsc%|XQ{NWsY-|;rVYBLq3QrD069;RWy%|^;}1Pwn|vk#pv%t0}$ zXAfdSv+)a|c4a^+8&B7A?qy{n5KMPV=Vl|9;`=|nDmnPyHQ~V*l2nYl>g1%cj;Y^X zY9%h7i`;p%kuZf^>~?!Kabl5*^Y*`e8u_XCLS{_6)Q*Z)4vriScd7VRwX@;LZW_LQ zJ$L@;Um8w6x^O4GH5dN}009606qk886i=&x> zyZmN7GkU6Vm#4y$M9yj~v(&iX*hj|y!jgCdJIVN1{qc-%9T~F-cb`ZNP_TQ{@1Mv} zHPVkS6y92@!M9(nEZ{vA&H9gZE~?XUr;L-4jVulC&s^9pH&}x>cAihUqXzA@F8t!$ zOGSxwcSRI{hEq-3f@IX_*yE-r_nApYaWCSK*CGQAdp;Gk2(Xazy3DskZzkG3xUpX$ zkb#SzM=ZxJ8F+)znW=8Xz~L>1(;}CdI6rt~c$GQ}+0993tqWOrTAVpLyv)MAr{DO6 zm$0#?>TkdQnp!;k!(=^6myKK8G8UW%Sg4_2#FMv6psK@X9{v za>-i!v#u#Lq_7qV`nUgkexMHjgnZp?X;p{*>l2p@Mr*N5qk%g7wiaXF2!;H4QHuk- zU(=TV)FKB}@aiV@I#jr0uilkihnBM$Q7WSKsO^xy{x+!|L))Kk`M_I`<<*?Ocg@w| zz9#uo|4G+l*%zm``^D>#ycjOA5L%C!wCJMYKlLc`R!a4(Zv#e@e0|dJuK@*TobK*C za1)2hg{K{(8?bM+Sx2uz10M6|@ck~|fSVEv9umiUQd|FK(ie{Da?aE9-wxLKW>~0}3q~MP1z8fR9E*4@QmE<7j|# zi%oMqI^>(b+xe~@MWw=v!N<8(q_hFK_U<%mX=}hz1(vUJQ#~%f zc2C^%yAFLn(|wj=>oBmhW=EuI9rn&LJ~|(-!$XmMS)Gw}m_#8=oWVLY)eMuFpRB`S z;nxL@$LjIL6ie*5UOm1^?hEhyuMWk#zb{mHqKNw&dMvXaq?#Or(P#EQj;$^CtqOW2@SXKR}?nd6K(g`POx#B9ON{x zxfXZEQ}RsRcCaHapJANsz*T~KA8R?>t0`gDt4uO?a2i=f7@%)r=kE2r8d+( z_+5ZXDfc)ITNI&W+|*UIJ;kUktavgzpad6Ae)v#4UWg$hWGmI@d00+0q>HV|#Xi;f zClO8A*kYPPVmD{wJdf!0^=op_|CS4F^VVEkI~7~l?~;cCExLkhe&=JFz~_k$^#bJk zF+byCo`Vbt{)`kF5qa}AJ?r|Ai7AhV8(al5(cEoeH&1aUssyS}M$ZuOrjg(sP2Frf zy*R5k<&cZYt2E4y9n8mCTi43qC)vm=7oqe_EEBU6#u}Vnq@!!&+m=)RQjz5^akVTe z6_cuwza@9Y9^JKcR6ZR`f2Fr|8)x9%J(2l-szfaQ<3CEv%fiDV!rXB|aI zz$i84U0dJ9V263u0jt+hNNih979Nd6$5d*!TVfP`eR?Nd(JmGj)Cpm_dGYAL%@waY znS>n0-RlgbQ_+Ily6qe(2F17(l?BYM?4WmU8>tKwH$!xc90T`WHkBo!h z7@$zI%I-8;%nc~TCwQQ?rt}vsCu2AqQFYpD#1|x+lczGS5J0;<^PzZaFo*@e7;<3* z1B+32PgIitAuf)K*Sh_|I{Li1*WoL`dQ&a5@WL5-9e66`U)e$!uXRA#X97%!dR#s( z7YVvtouwZ%qQL#Xt#NleW5DE1PJ-RZ7~r2;TedMi3SJZT{{Fc?0vxQfq{nQ-V7<}C zGGCS6}tc|DRLTI!0__qbGu6KodH(Mbbm7r{N3Wz)cK zn{b2K`(&`+#O$sxNB|zO>SKb2v9JI!Pn2wvAc4zPG)O)J{>g}c`*)2918N_gbIY?J zZ_(FKIwBh$8~@cDoy>wua~q$|UL``;xlhjtoSE?SRyMY#Jz zJhU|&_tbrz4rh1iJrenv1tA4LNDlNIu-1Kd?XP4WyyodAhI!|K|KhtXZ~AkAf0*FN zRg(kDJ7!PMk7a=oDY+(AiU`U%`w0%`GoWR1vd&^A4X#aZF@9x|1yk&M4-dQL!A-8d z{wnDLNJu>R@UU$m5NildgJp$KaVoQavrhr&yJnu4pUnfb^=e+~$_4I(!=6!Va-c;b zQt+E@7Eq*a9xQ&71Lpd}3ELeM_LciKC0 zK>3=7S2BSJAC{ZsMihu(eYHrDM?Mc^ma4V6Ul&09<;Kg`c#2^6TGAn&iX!mYQp1zI zp$N3^R|{#qD*$h=N|za@e7L-(cAn!zE(|yFz6|}F1!R5~QD1c;l=R$E4sOYTIHyn| z!?*x?cSsQ5b`^ryqVCOndJzP2IkeX>ieQh>`sT^&g^))yKVi|B4~qKIbxA*SL40i1 z-Sbm6++&#aeoG-jEq^*aUtlHAf#P$KHU&U#W?c)OE&!v^0#{OOA*^*Mwl10}fQJ*F zdKLlsaKPKuz{xEaF1G|33x3N6u@C8HDY-;g3K2J3qkydJv%(35MJj6+>n2i4{k*5-D6jBA=IpiI>pEaijvlhgdGvW&Ko6cEy#c) zrnk8SjB?=Cfdbxharv-xKOp(5X8{QHn72$e6+pS#W%0B9`7pwMaVD8R4|aDt_MKUI zCzn(D-Az)mKvT9+qDVaxtj>QX_eW)dfLm(uX_Z_^(-#+%^e=#+Cq6qLZzzPRT~6Nr zG>hQGXQPnRib4>WuzMEaR{-r|23=#cJkS{svL zU;mA#uN=mB_0wBUm4kpN*O8XGGWf{1PSJ9#6arlOpQmP&z?}RNQ$MO0%IAW0e{q$A z$C1IzV&zKMmh*mg+`I}t|4lNE&?f=GpkUhT8wnh;!3|%MfG<7UHMOb=Cgdvli>4}p zzNm6hP^A*yjjrF~5m*7IV!fY-%v3w9}*O+f!cMwmh9`*puaEY%*48C5F6>&E6Sk236cNGj(Jm{$$XL&W={s!0n2dv z)Eaoa=g9lmcp8vwCsX=`>2RI+=Fhu+I?xYu|KSj0z^d%lS6lq(Ky$s;l=OoJE^++i zOX4(W*Q)dTxSt9!a!)plAE<$`EI2pe<~5{7Z!>_2J=pIVxPx?5=ZhssZx@oa2Qe z)evg>q`{0$hQMuU#oOAdVIoFahe33H*cK(C`$;20x@F1(w z>77;uFs6RW`$d;Q{kn@>l0g-4m-^uH1H&q4Te_S0xuFV_+;02|>8pY_t^RvHQLBK} z;kSyKTM35hT6ee;E5LSm4{w2TIoQ)jPybCW1w-)!Miy5Igscu#E^jCR(=H)O=Ft+^ z=@t*|au;gWJG4Ct6^g|GChGMDl5%Q*#L zmeCxg(UuGM=9LyT4`st@U1!18%7?UVGUb0Rt<=+Zt*&`53*pQDSM_hI z3&Fxiw(EmWJ|qlrc%-M~g1e^&+fOqK-Wq;>>a-&hzD&Crzagi>Q$c${-Bn4@(s@DX zrg{b(x8EkU?G6#%(|JZ%s#(A}aj}-yJqwKW(_}^Ei12H7e0VU`p!F zyh=_yL^gb>t}u;)-kIyxgSUdgjUKe5=Nbl2Y|i|6a48n__arU}{b=>r-bCOh zX_i}=CBS}vE1CG}Sm^z3GQh$4?oA(7=1;=H|x_QC{5Q}-d-hHDs zTudw^YE@kUhljiT`i8E-VKpiLU1A|H>ZG>LF7!IMI?o!ZYX$@H%Ztc8VSaGMD<%F* zuRCbFYF%&tXbr=XH44S&OtH8AG}p18o)|_cHQ%hO2yvOlVI*%4Ae5dAD4M?v9i7K2 zws!cy;j-f*H-C77@L3h9^cg1zJK^DdV66hOTGvMIadSaa-yB>xEsUpq7bKryOJ*sKQHmCCm3L>&7D(~Kh#0&={~3S z9&>1QAeIgY7=ZR4^(!t%HIUVOtCu6n0ecN}KI&z8VXN=quv(CLJFqw5=R&cX6;d8(U3i)0iZ9tet`E=p;6~pj zCE9*}RN`6Uk2zz7+FvdnR1iD^tv8dSlRr6wQk-$cEuQnBt?yB3o|$7=eJIH zLGR)3gF;UnfFmiNJME)7@>y^nvgvR|M~m5kJ6pUIO@I}#B&sN4gS~27r#JLnLa~dN1d~ew@o?Y?etq#9IFs?n zrhmx?wY47*r1moLA1JraipTX*`Jh9c{#v(MVBtC+T>;iZzJKN8B6_WnG16|aPGGEGv0 zu=mpYWs8U~e8fBcx~x44uhWD$t=8C7!ZNu?hUf*7t zc{mbk6vi|3!%=t@*>>DD5<3K}9iL~#ppxR0O~k7NTyyINaR*;2&V+XBjFzXPVZQrf z&byWQZWH;V`?Xk1yVrGor%x4= zV(u&RX2x4;$3GV$a`PFrjDI0wN5{!O`fBMYd6CIcnx2FzH#X=Wzn+MPzwz(&`k8=X zp+9Yv5|c1&o!TH#ITa=8YmYoqOviVDmb?QU8MxFYAl6kt#QgQ&iGH?3v|h7Ic)21C zMc%e>Sa2m{V@}DP4);Xln|ytY|9t`~z5nvTemMz$47WJR2&LiNhAkae+|zMwqNz-q zP9`2H@OYM;PQ#ej4J7)nrHt@#*hb!Doa{vc-VVhQoIY9oxSPlCfT8G9c0{1;-|SaFhk5VRqml^^@5d7-iy8E$c-@ zn#r{-%Td|L;C|rNvpo}c_mhk>{L--T*=GNp3Tfz3H+e!$E)A_EO*bp3r(?!}z~^3@ zGjY{1{?pYZMC|SNii)qxMlI=!M&yGz*zz#!l~;HshTK27@8G9&7Smk(+D2@6el8z9%2Wn5YYLDQ zS@*;ga?yPo&rI=3$k!~K35b8yACiL{ zi}KA&w)wb`@_U$bg}i_BbE0Ik@j3^6qu=pNbc||qi^2?yJ6NN7@lXcl=iJd>)02s6 z6vtGhGg(*}QKFXUmxJX-yX-%t<>MY%9wTwiJiKS}s5o#a3r%UfvvWp7{P7hcmRd7W z_%`RXdvhjEcYblVG|9r}e>I0m!#PNal#R~z&PPu&Nl#?15Nq~qs~8?GzyRLe{#)vD zvCn_?mc*i5luLJIOfTi2_UagB;AAfTs37f1c$beuS!e%?dr*iUjXTH@S4%KH-0WE> zy9|xILxTv5rMO2lw3jQT1b;1thKG+7p~YIM@BFKaQ9<(9r^d=+Jm=c6qdTS)_x&YL zKR#53Wzv_Qa3qvtG=o|t{I&wcX{7@W8!Is<(la4@s2uIGA3iYnUWPj7w>xEymElj$ zh~(ij<*07mXm#>r1%7{TeY@Yh5+g|!ld~~Z7|5CI@vWGIvi=%jxgsRYtB>ZR?5sk~ zY<{j`^-A1E6xnI~rvmTqff;XsO8oDn&8l4QDkK|jZEJKV;jI%ncSP2Z(fgg$`l(wK zwB05uYHm-)za+w++G`|~O56CL>rWLL^@}$$e^gL3g!zRS7xH1 zqWQ1w(+r%+657WcW1!4}*{1kYOk}S6qLV7l!cFwKpynzTrU=hncqPq7-h(n?(LHR8 z(jG|Rd&9;tqGsGbK{k?H7SdabS!i6Z607RNLZ6B?2WU<#jG21rw5y1P6AoJ8uAf;b zwvc}_{5)L-bo(mBuf5F1YaY@~Xj+Ju->}@w)v90zr_dM9e#$PWr)#d}( zn8SZVO#J$0dpkDnxg@yZY7PsdpC5c5Vah^PrSu19L|OQ4lZ=`i z9}BzYKREL!ukq|zeS z_TONw^l5&&<3kqu!85IBWj2merVh{DW+9inw<%;XSM)O~No-?avzp9_Lxv2znyFV z>>&n9#LjuHc|ymM$qJ1TUplJpNKOe9q9c9ckDJK~slL{8{b_Xco6+oTH(+3NL{iV& zK?aH+^_jnTl8FX4WW!?xSU7l}wpM0kz3f2Hqp%ZnjP*SI`fLFW|Hl5j&wG}JO*BdF zADlES_#!L56imaOfVR4uD|(dX>10TF)3KpM!sgU52Fix^PPGX#@tNMChd&J|A14qD@a$ee81@9yoQ&F2jS4n+JU* zW=H5~WM-eKcZPx8S0wbl6KSa0$3}t_73Ke!&iH<*!RjG;Wvf>Wc4d&>mMYa?LG1AP z+q4?=*(F}Oz(d7#p`!(gF;paPJHYEKPQ%ZqpZ08@r=i`I<@L8BX&A}R|LxVC8f@Y+ zIv=M{jfq{`gBR2(_>}!R>3S;}e|oiVYQINDlM=^imk}~1q_ZBr}|)QiJvv%(NQhs92#}`sDQ6YCI>fc2rn)#ZRSshxI8ErqA6pQXQ;9 zx(}E5vUn9{o}b`0iKxOeOOO8AaFUSgsiRg*%L=t@uBNZl{qI&amxSlYxH{g~*r{n8j2+&= zqZRn=C(EWjssbAb@tgfzD{ys?R`R?{1#UI3jqLqcffYv`>`yyYV%@oh?>fts`0pIy zp-gBMw);Mc*0CeurG&%cpRLHa;pxYQ;({uCyLZcx&&w6)Gd!aH!Lb4@YZRpX%F6L^ z+I#un@Nx_;`1!(i#mxkGXM=12xf`*JL~^+aTBsSG!Nw>%ZU!ja8EX_05jPv;yptRDz z6MyMFP<5!l=0&>pv-t}A9{>OV|NjhEc|4Tg7cNQ4l2A&rBvBy}B3wj^?1U5&N|sWV zBwO~~3^Vp+_A!e=gj9|#36&-FQ~IW)kUgZ3-~4qx_kG{HoO_=0JkN{wvcI|dn*tu+ z?Qbj%lHqaiY0s1}63k@wRdo##LB)gNFO*M&Bi7Eo@p(je&J3>hb|S&15>D5X-z0eM z#5&y`LI#^nq?Gg^3M9v8UQq9+z{@ZG-{f;hkm$92^;$3yK8lZab&3xolBfx)+XP>6Ym%_m`4NRC!2~4wAaYuUx{ zfv-G2_e~K@JBn}ru&oGMG+KBqc?&^R>tyY0N)ewcRxfpX2Y*m`x`SK?T`hVjMzr7^DL1G;xIHd%#R_cQHv=l*xH13S)S|OZ{(703z zMbPePcKd2eG0YrQ-YCpVfJD}aOtS76p!q{>JCrCBcQNg@#&g-3QyAJm1N^e|%?% z=QnjC$mMz^jol&wm3=s}&VmG>TqI|1Mh3Brl!3N(GBiK6k(+3yfXc4|-02l6_z!2~ zrG28np2nm7UrNZ}-WKeDKgZl7&>{KB!k6)%r8=0{Jy!G@vqW>0>5pd zQtn`>keL?Dhf|?}MA*v_&KM1J_y+Vpl+ob#67wP1f(kDc$KF+CP@s76@y6#C-1Ezu zMRlI1fPxM5Exn+?pW?tiJ`xqKTe=vD-KT+u64v!{4;|j*Z#Bo8m4U>Oz}{U^4A_&Z zdy>{k2cw?IuZAF}sGJsqx>ub`-fPp@{{lP9}P$imKY~w+PpKpD)WnQHN`e>f;FPaWp z9ezIku}TN(fw!g}7t26JzQ+5hH3P~M-G}!pF+t3rd!)yc37Z|i6WUc7;OJTF6%$wn zLMdymK6lFCN!j-U=yn-+?C$!fdzb+$)L*lW6b6(|_AR3VCLF!n8&#RX0;A}_lvNWp zGz&&wUaMh(oiFG4yJ7}dY(Dk;Fk*1?677Y22G~%Ct@v^oAhb7Qi0Sb-qsf9(G$}^~0X7JEMwn_1v*E|i!KIeF<)D3D+4d-n z0~b%}!e28E>^w5}<(wxQwzg=mj;gcZ(=Q=vRV@?fJ(&ob%Y;$gya|_IOt3JNS}5^n zfg(w6$00s8jK9_AIa|Vpz_PDQPy2Gn?o)GD`oM&?-X!2!< zA8+RX!(;!jLT&}TK4BE|)TR=)?4?lmKCFOz+^EF;SPm@qq{*?n%b|I)YOyh+94Y@gD2RyV`VBXjfs6UTwuKcq*df;nIlsQsg>iUWyd&ScSR6|nL@q_NNxJ0f{&~KwTIG%TH7kYd_nNa;+;yUAKbEekW&eN z-k(UtL{&g8UB_p1xf~c(elH(AD2EIAe^$3mvH?bye_W|z!@%y^UkV8f#Gw z_smSqQ<>$Edf~n29up2+?^M4wp(e{Ayk$zP z=c_IQ1^K9zUpEZ_FJW+A3g_E)q z_#0QLKn-ZP*K?W*rt(G2xH2ldu*&+Yc!&o3dKT->GPpeXZpHh;b2{8=_LrVgD1)v9 zN|e7Q4g5_MJe;E`aKxFQVa`W^#aX|oI6pGTyMFU?5ha7pQJ!kzT{86F%@&xEq5!gP zdLzrj)f2%Ng4fKbAQtoTzRCqE)JY(0$9ED)D9#Q4Lh=tqm!XdNL!g(oNza737*7n-y8kzm}b%5>X765L@XrLeO~!FJl9 zt8!N{{8z4GG2&VTlJR>ugI5c|Y%o}cz$%0WQu=+XszL}!{(AjD7}qBl2k*KcTMVkT zOdIc4CE&!Xw(HXo0(g#hU{$$3;sEgLtGDKZS&uw>pg9i?kNY@?LoT=~Jyd$Kngeac z-P)GVazJqZsn2)gbD`U$Zr7cjJSZ@(5f_pyfRg%)^4_C`Fn{Pn?z!B2Fg~>ZE44WX zL`8{rRYLG^&7i$V!Vd>w{KGCsI5_wh?zSK>ivwFXeYIl9ffF+?eXO?T!Q}_t18D>K z(C|i17L%F>%+BxbYd^X3vaQZyE@eZfYKZO5fh=I|<=u?1SjqBUAvB^H&HrpX5TLNz76GQXDL;w@>pVXMxXaf99=l zEbMx=&(`xk78c5?^+ir)fm1_QVq0c5m=sN}Mt;PBu~=JvEi(t+T1j0I3eAH6nQiXF z8w;RG1H`6>@gUoM%^2I91qYZ|&$ExP(Br(|=BtW@80qaCe-$hkSUKLZe~1O2d?#N8 z<7`N(KO`cWfrHM?8-8pa#KW?+=L?nbTyU~VzCta|fsz5OJ8@CjKv_`J9cN;pz(nuv zxI7j0!3u|<8V_9e49RC zb<+d`&Y!gYmnF!}cieKLh;tUy>~GP?qGdz4eO%gSE*@?g1@${7=7L`8t6hdBxv-0R zzh}?BY!E*4XU=jn7Ajl(Lu5{3K-Ne4)!bAjg!ZVLNa$c-*1FeCEfEW5d5q6I64|h{ zZ(4O0aZW4uf5Iyd&_qr=ejc> z>ofi&MHK@#15&Z|-1<)=`_V+fZ0N3Cm!B!XL1=jl=AcgwOx8B7^O|SFX|XUlcV7$? z?JLeZ(2)soo*qHkk2652MTI%vnhBzD#&lCPEXYd8T+ENi0^UOhYJ{wCV5zJ$(dCGT zRsYU3r9~{1iI~^4vNAv|QDX8?aXJ*ayHz-3q=C3!xpPuMI$YlSI?bax6KL{jvBgSQ zm~T9NU2ioD!dLbdnV-YKLTVQIE%$l%;~N=Ok*Tm6WFR(vH5v30O~r@16M_f&LY&r~gwzA}! z6XBa|#@{_k2{436YZiNKrbtNu|q0r*F!E;b7!z~twu zN3NR55OmaGYs;lHQ1&~bU=x)I%cZ$I8{c8!FyDgFzKLv56E*)=KaT_HX*ZpatyqYw ze{{8@H5JBY-?-)|r$DH`q4e6`WH`Iu-hq#p41#yX)|MJl;hQ|$>!5Q6Ty2cG^P~|2 zEkZx~L*HhB^>G`c`X4x0F4$K)I)jI?7iPlN?O52Ip^^B_FdfcDHB4$ANCoRzd8Eph z448F{=55|&;NOI;852nX%7!^>)f4H!t~$rGf5)v;S;jOUU?FE_>sD9GY#{Z{9c69H zhRKK9J|~~agr;?|3mPJ+5QLvD?hZ|cRjpxNubCt;x8TvpUr7eu4SiiF8R-ziPakrU z$AFZH&5e#FE^oLSG~0A!1Lp9;10{1Du$y<^fBXXjL$yVj5#ro)qO(t)M{w_5C!8W;stPN-JP_rEPBi512gLrL~ zhs)VeZxJHr_znX~jK3LF0Ss(twfLgFB@>2;zl?Wp$^?hl#Ds*`7zk;W9JwT!1*@v+ zc_Yd=`2OFHF-v_eFZfKG+P=wyq)l(t`rhV)k8ZuybPXO}-}zOt_P;E^jov=9+Kq)a z`ssJ(o3QYGkahbXw|`H6J?%*5)($b5B9ZxlwkoBeQ%qef07SM*sicklpJ9C^p4y1b9s2?-FEp* z957==pADzspysn<^vP^I4CkCuaF)u2w;rpKhRl3$Fmf?t&KE)ec~q}5v;@qHj@8r< z3qW^0jXzEx4|bVtXgb}><#7+euf1Ho85&$zO5^H9nq%ai#oBzB_&cB{rCS7HX5usV zx$|FLNsZmYk&zZYF5y8!@;nEcf35ZWEZ?(T5!{!brqc^E!uwhyV zFt(FmDsA8zRh0y{PVJCw=_EowYbLPl0SR8T{PnZ4Bg1=vsc9QG3S9KIXfn7?g=hTn zuhac#@Jf!QQM*8c+(^FRqOCMQyrCl!8>ukJI^(%=n+h)5F)4RX(O_`ju+C`*I^>(~ zwlY0h2I?`lX(T}g+)e*>>ju}i(ce_Zb7q-vuOR;re<%Ys9&Ynoa4v&Kzj>UbY|9|R zu_aWktqlGw1&&}olmS+G$j086JHIu0a5R_+$j?sTVl)e~`$z3}jra>NVL`g~BjcJ8t6Pu8GU}32GycMqZD%*_6>~ISm_7ogQ^N=fplY#oG7Eh_5&hYryJWYmuvpxFRp=5Zq6eZjzM}~3hTP{;d zWLS$7%sG0K3`feF-PsSxkc?Vthw8|HS7vLpNK!zj)|bpGqCjAk@Lr!oWQd^7g~#?2 zfxhxuQ`?yciCVgMB)xVK`GN(9cKn{QS6Eo>GIKv_l?@@k6K?3)bNSKe(2UkKJcP+V zZkp%G0Rxp^hgVjyFxIm>yOcn|&vKCwL!W_Q`XQu`SXlzaNqOa1X+@>BG+v=vt` z3-@aEG$sLNUs#<0I|bBe4aUzEGr$nvEjxZL0hSBhU3ah}AW-yWePsX$_Pdo!Y6Ze&e)|No+Pk1M(P;T&JPg&=r*0Z8m(^a}`xii_F@q2BP|EuSfxG2&!p3f5_l%C|W3K zIU|e-L1(R8O|KpaM6$#<=Rc{}5aH|b*kzmpBDlzGzSLj@vq4!~!hSk~_sx3`rsh3R z&%WuOTEFfi?@@R15%p-~qAtjOu@-~)zw8>?ygLpt&e0uCPsSh&amTZ#rO`;_k7MYu zl>6v^X+`zSwGgBh<$15;t1s#ks<%wS2O>}XC!3`jA0R!M3oClc@rbi}tU+cp0bSFI zeg6GI zCe0~UY@K*CXKf?s`Zonl?B99mXJ#tua@!HhQAk7IntG?=29uHQ9ZKV9Mj}Gi*EcoE z#v$^#p4)#PMI)a69Xg6mp-5Qtr2B_Up$MD${>6EVcoZHXe1>>D4Q-XEW=OlFBR7`A z^6H*Uq-orLOlm$I#d}z;JtL)}d&NQ?;`YgCjcP15V;+xE6qK{?aqq`HN+Bwwk^mwxjf56sjJ&LMEwl(;B1;=T__IKTE}UxN9Q7mr+bX^L-UZg`X~MA zfPCci@z%j!-F)P4`R~$x`8-6m@#4%0=b}b6h2*{a_6W&q;wCnpx;v)$H+8StJ9Y!lb;&@zGSAP-ueM`PZr??O) z@lF4^7n6@N()0?oa|_W0&Yrzj1PRDk>UVOZ5fPb(?>HVaL_`jy?9HJci70>3WhCE= zh%#QCkG(-6pt`)RQYCjvQQm2pJlsq%vJHyQ`)FT`IuqQYy7h?Yv%#IU)FKi(JVVzA z6(yq&0`FN;x@07p+(moZMnXp7JIt?dB%$`T%wu0?3FyskVXI#k2&mA*A!9hB1a0XY zDc7GTpjN^XpE7}j?!M{D_0}gNtA#_9^lCDauMQ7=z>PDBSjyy1GEx&c9ugZ$LVt^H zifm6OqHmwFLMJ*1h?aNLxb7qoeIOSQue*?uUg8PG!cht`keryGeLzLg^8W<-=v4GV z{^5k@Q7XzK<#a1xC`fcd?~8dS86{k;-5ao(jIL--TPSxE(YYhv4$pJPm)>@X25zCE z!)wm7Yo;`0-+yk&q>+XmF8cmd02-=@ai~&1M?*^vAtBE3RAfg^{O%S+K_Xan%Xw}d zB|i0>V`MaTgO(rfOh!rO5sRt0B-FaY z@})9|i0FLoFZ?G7s6ilK4?QVGJ;!skhf9kQ|I3pYH{C+CO|pn8o?L>0TF=O9q!7`o zZ!fF$3rMJxJon=FH*S67+tJ-Ood(kWx*n$X$6UiLLCzF zUd&GsUm~FW_x!w>sRSf`r#)BfCK-iF1=;BfQqhK$#}b9MG^B9bi%&?3j()F}$=}bW zBU)u={XcIy`s;n{K;9G$5sneERb*+%t8+nNU6G1rndJJbsbn-b+7jx0or*peT1-7C zrlU3GW9$ERFp%>ANo`@88*Mz_%vUo}*2!%qGeRs>H^7n^r7=-rR^3<&Bx0j9f5}zD)5SV%G5NzwHW8)Z}Q zts3jxIB|rtFvLbHeO7*v`fL>2eqGIi#6-k&9qpU043w1ow83X@8S2T2;hp5r(1>-o zyg8nV*gKp(rH1K9iptIv9%7)*FG=aEnoML#ShBCwW1_;FJr9>8nW*i6hF#ry8QK(^ z8dJHW45{^ar8`B_kif3~LEXJnbc67DIdGVZ!;bv6#0V1F&U5jtegOrUGOc__-dvn( zj4s~v7ZUQhMx?E*kdUBIgjiuc`#NKo;ceX0!s{ghlu!Y>x1Zg1O9`i_MtWaH~1TyP$0Qda-(t7-unO}GC! z6j+RgtV1i7X~l?8vykUPC_;IYB~DTD#i-6|%xF-Z%ZHn-M@C3_Xg2EI%G%`|v<&@TI8bka?MU>yBu`5HImouA|CCs zad;FchC`9%PZP{Fv(Q_OXLxaXg~Q zH%D2YiAO%|I??VKu}Dg|*6a``8l4uII@xqD3>kcqzmsQk8yOm2YgIM8jI1ABRp`8B zfu!^dADIsaA*oR7^GULiC@o{!5-CQa6E9BR>b?+#q-|gAxce*&CEybkM3q8NbgX+{ z<2gU1cJ#mS-#RYH5I(yu+|h&R1m!rn8?wkjYpTmYI+thZeDzl(;8zwZ_p3qw+e zL^t|Pg`u*XikpRwAxJ9zUjm^t04ascC~Z6Ajy62E{Nu!w0>cZNOypLsf>e-EBYoKy z0>+m3P8`30aC$B%^Z(HcT0G4`fN84Q_WoKYgPJ{|5j7|NjhE zcRUqd6n|y5B%zX|%xEZ;ksK=8l2T@NX0rEqcs$R19v-ruH+W`9q2$PD`%x(^Awo)$ z&>+9}*ZF+zy=UC>z2~0u6^(KHBFtxsviHYZKOA<$;VjktgTMXI#hV&&a5NkZ{r$_v z9b?eXVZKao1rhyn{tR{6dEtQNfw!`I9PoS0jLg|jw%8&Q^KgZlH7XbU*fEk6w9@i%(wv&-TX%On(9*rw|bC-2_`ygXLn9tAL8OYRpZ+QBkWJ@m1 z7pPitFNeK+VBkw|%}BF592;akUP!+PE!s!)vo&`hcZGf6*q8&_MpeS`gjQs8oy4=}F1Y_r?v0kU(3gQewWKy3Z1cwJ8ptIKo8 zOAk08P=NCmtJ#4voEfpKSu*l_;aphTZ${H z1;5r7`DhFc&mT%?G`NAxvOLA~pWbjHY2z(N8DFU06RoA@con42&yG(TTn4?t9bYc# zodw2bu?t}nr?5fTRM*_V6^V~C)#zbo4i;@S1 zeci8m6$u(H+bpJxQP1i1XFnrdB$$-CJUk%-45!d{Z4QPQzoa52f1LneK%c)8<~gv= zR7-iIpGB7J(Yrw?y?rvE^jH*j%if!JIY!3YZw{L)vE$IIxwZETEgT)wtGkv4`{D4* zvCTrpemLLu?3kszAIkCt4DIy_Le1GI@ioFktjl^(>J$-+?Sqx-PhL{6g)i4hc6$oy z-Eed{6PJc@qsc}?pA#{Ajx`eSG8Ru5e7)g+Ee2}~o`z9EqR~aj(A_a08r2-$U(RWd z#mBSP|DMXDAa!}my&o5nkUkJK(_~J?@4=*hqEBe3`EO`cD36LhW@UJnnSis-{}sBe zO~9=uZf#N_QSig=6rUmIcuY`Q(yyPBfUj3k3i}6>ahNdE-g}yg$BO<=$Ar+ZKu@xL z6b!Ov7%JUL!fMfk zdx{BE{IghTI^#vd1pQv|=Gb)nx@^Ps%O)xK@3rQEY8wjDK6RX>AC5vr zihgLexQK?NnZG$k32Dfv&OiBmE)nl<-rPY=C8J8$od4rbvACYGJJs?+EbiR;tuJUk z4xj&Yn@qVwLBG|0M!rEw$WUdS@l~MWtJm8X3AYD>dCX`WwvfkO8mlKDolozac18+zze#rP4ot&E>O8Y0 zAPrX@xoa$SBoU9)FoV}}NcipES<7^C4A#wueP+x>qlvq^TU`MO#mXPdh1rmCr%HR9 zl|~|F3@r+N`H_sfy%N%hN@*zAF+Mq`LqlVgadF2xi8z)hw9I2uEQ-B2-DvF-gR-=G zRrin4sBMsCD(xAAin_sT1n$P+-eC)g)sykK-R{56RLvw@2xC356QH8xmHi!&fiygo zd&O)17!~)YbX!JwQLu{8oq1lHj0tgHrIe|$NE4PP)+Wbds~zF@1d>tyznRXwWr;X^ z!K(Q7nG_7#m>)SMl7{gLo^l7Y((!_}??)>wDk@Lwu%}lgVVJRmTS-_V+Qw?9$peR5;}fC?22H~WU{5uxGp;2Enf^$Zjbc^xM`mX2?~%xL%3rQ!ZK8^2X= zskmN*uk8hyicc3UR~YrAVcyI1ik+;5e z{dK;RI)zvn(PN<(!N5dfMR!+05t?7~J+&vCiS26}ulg0T@LqAm^P^kX*fO$wa@3rO zF>JDdsXh~v5c`{M%8mC~kpNVQJ!g)SoEIi(8w&cnwHtL@rF4io8^C>|8gqFj^b~DJBv#3X0eu5 zSqK+rX125~-^-KjetFK{N^lMCl{~VIi^&bUL#Fvk(Lf|>E#pHeb|zh&ew9;(OPn2- zrr#*XEPXu-^3w`jcxSh2%()V;h_>quc9)}oc%YEUx-zuuNMS2w^ZZL3%u#s5MT5L^ zp1aqVVn@NVJ5w)9aqbrVSA=gFPQKgtMnbI|-P=F>s(f0G=|iG!Z(J(y&EU2!;VbG*$O|Z}NH4|Dd+xd@oGV4kn|3NHYk79|UNRr_E=4V6zqcOUrFgv9;mO}C zWw`mn!;Ey5ax6@IZkc?f0{faCY-Har$D1L@FR`i&qpqL*u^>{4F;Y38m&(QC@||4c z|G2m)Pm1@N;NrSo{VLPMQnb!=;p=xU!@ruZeHQJ@ao^DXwcQ6R@PVlIe0)YFo+i|n zr0MYNADi;~6;p=Z$1ke+d@98ySuhl8Sc>izSvYM_ii62fC*++9vj4RF{VR4?#nPQ{?~PSw_{3i^Yme^rd=7TM*fs>ktxUUsHAZ-b;LB~-|0?n1lEWW}f@I!1kUJBi#5*^2 zRnX&@Kq=bo6K`O(@#1K#I7S<6?s!#kuHv=YE69953&KSJk## zm*DCasWrI_4)){MbyEW@Gz9VUB{WZhV(O1^ZrBb9|~?1i_=Yp^l+ecMp< zT{bF>UTNmCIVf@c;UTreVw{}Gp}arM!Oh2idS7|S!~^NdCnOzs+iRGxH}CQL+B~dyeE9XAqXqc;(9C<>#lRMq*VwQ#7cWS_E9(V1 z4vg0HuzzG?Mz?V2R%Ql{tTO$)M>+$IzV#ki?vsf-Mc?0WzfZ?_T~h92Mm7%nKb;Vs z&cTl#{yVzjNiGuoJ4sK@<>68@x5OREbTkR*WVSCM<{=&sCJ-)mGe9m?K^~2 zMHi^pbN|yG;%XY|##l-xm!@M?Y?iF(zYJV|FXK^uCLQb6OjRA)o{d`%Eab9xWFx(= zo}M*8!}At7ZEpXipvQvh<+z>{G#h(ypInoK!hi1GG+`v7&V)P`=_O-DS7&p|k5r_# zc)dz{!1FhuPnms_h9bisV;dUMk*2cd;AypV%q!E#{NA5}q8tC>%hUwaTekHx>2f@} zxRfqTpCzL)Cqi$`B_4Y=Sr}i5q@d`-T|r4@iRh8J>m0cy2~A#PEHUq-B28JZOKmU> zlg2xbNH50Y`&0KrA_Qa59QDT%kv`zE7@1va;REuE(-sz*J`iNM z>E`L}?$Ba+M}+EN1F}cBfz~VZfw4u5Tfbco#3%8;AItnfIOMF;LIV+`{G6JVdZQrM zV`)`?LJZVhB^|ll69rbT=Go`}hC@=#&Gk#p1;P0px0()kdI3>kU3p%oHF&jdJv6D} z2Bc#q18QHx;8Bw+C8u&hjg{=AjWC;w4Ey~ioJOC=th$gj$q?#BYPxh0bB7y}PC zzl{6qO@!;B?x$qTNN~wMUwT_ZB18$V-(q}=3bb*Bd-lC)U>#;4B667qvoup~s2vSj z6^^`8e3S;iB!kV?|0%p5M$oJaQfd8qXd@wB&;vdy{dAHEP$9{6?HY*GK8`)K{ zt#mM!=Gt})W84`S8S4$X?TzvpA6ebuLEh zjGbtp=>5)XCO;Eo3DZkBL^|k6FW+RpJ`0rp^?vc*kOk2QZ+E1Yys zhQ9_63YS@>!&?=)kmzD2Xj;1+pBSJ+Xm82Fp0+HAwS6FDxjhSxm-F4+$J?J$7F}9T z&VbVo&65dh(n0vHZq0LnG?)qu*=RbK3@f9jo*fZRhf3KO$AmUz!3x)sqQT|Yps)VH z{+PYFpsSddq!5}5kJxfQFVn8Uhl6&q%-I~c>$=XK)0PcE0sozSM$Li*FSnW)wM^J} z@@vahS_Uk-7&=5uWy7{k5sqU^9_T-_w@wKyfP;$veAxMgKn%31zx1XMURjAYXNMNT zrJee-VWa|}{IKsGRxE%Zg~XPUk9qKZ$3XQ(fm{%;zvdYwln)7MQ9IAvX29J3gK3*q zF=1-_?8oRrCbXxm9JgP|0`u;gqJ07^(En^>SxjMq(wZHF`q3ho`!9m9)UXH!{vFlv z2xmZPM@O|o9s}ZRhNclt>JV_?GUexpK`#fsespuz{>_1^69k9F zryO{6lbb!D!hzl1OMppXgF%;wyoxUi#y|ZN-4M%!pWLo-@#SnV+4Mr}gIY0^6 zUMYdLR&4W8!h^D7sMaU+W1yOR%#)xZIHdh^kV zFgAz`{!^`OU_pz)y~g1|4iM>2L;|u)U>SrN{%a|LevkXqYAr74hzlrai1F;l*Z$;} zD*?5dcd7YS#c;ncVWQHjUVg(Y z=e1MWz}#@YR_X~0zP`{U9-}egPlLwoF>VpWXV)ooK4pQ-;j-rq#T;m34ZIopj{`D2 z?};1cI8fF%+OVvf1F|kXUA@aW5Tu+nC$^alItLXX)sh9XZi4RD<(TmH27ls$T@lR6 zE6tt0!~z?|oZa_x*zh=<`RGt952t0n`#js&AZZxq^vRzM>Y{n`Ziy@)rLK?}En>pw zfBSVzX+_}mP$FlSH3Qc4(=+aFE&_l48TXN=Owi5HOumrD0;!)rPSp#sfm42cBz+ef zszz+(e$iNvZzF!DeU=Fu#T{jf$CA2pJfod{KKIBVi}yz96md{yd0LZIo9`%mqGh^;mhiprJ(B2R=!V} z3&!sbscd*y4C7>qrBoURMwZ6P8e6d8_~HL@I7>P3Q+D9y%-3R&We(}P8k9g#zDUk^ zK?z7~kJ~c8s|0qDyEgpEEe016`+(=^93Z4Q9Xv6}hM`UoC&gjjd#}5jv37Ye&$_covAG7_9~v;aexl243Pt`rqbc# z9mShUm(sw*dqMn}YZ3^py=@lQMuyunKX=dyW8iq`O`BV1czr!)%$6WVg*U4;SBmbU z!ozJl7VglfkfkS`C$%aS@>n@fcUL69%5}}E+MZ;{9<-fxTp0r{pVa;1)`o(#$v5?i z9p2#h>uLjDj{xx%&UQbpl7Q;4LL-nK3q)Gys(@>;5XSd?eL)xrxKU4BU3H^@!RUJt z(H;&1PFC>+Km9@T{j|<|3lBIZU$4M_F&Gk(soo}yQJ}XuuZ``_^OxMNWtl>P0)xr~ zc>)RaDk?7b+>3$+)59X)$HT#@J8av&fod7#UAuF zJ#VMa>*D%tuS}mrID+iEft`OCfw1!SFPEw(^!QU$sKnnk)6%7Dgyb886OOZ~~&nB}}mP zfu=9-e#bWY!_QV1A=`HWp!~zB(~|59UX7N=del5YG;|Lu)7ct`dAG8UkPbrkV>^N5 zOBaz4s_LgNpbK7B`l$)#o=_(#$Vd6$4=v1?u-$|};I2D0?7$xgn(w${M(MnH{8eP0 z>Io0f)4#BKP~8*=Pu<>C&Ywia)`HRs{=*pbqEUw3=>$hsisibz^o8~j<#5kYU$9lT zHuT~51GDD_wSvJ{;d|mpHQHH0OPu@0cnb|QzRmWA&ko3ql8KVL?vJ)RuE5FZP*mHl zcu-2s9rcVI+vF4XAt6I*x83RQ&4i|z>l@k@bQu@wp3@wSabWNmou%rGwnGsrC*}O` z*P2Kbt@1FGcaZab`aeU2}AZvjby_xNK&q*w~2^#miF7KDT>?v@DtV+R*yof^j za1yT6#mvF$6r6ufRT(!SVbUJBXCxVg>ko8rx3L_yn}x4Uk-rXcl`!wJ583WnXY`nPjO42}hy>6__~MCucV<)Z~**g`#G zT#_4xr~WK62Y(`3RbJ{ltI6Z1Thxj(KE$;gSu?BuMX zN9TgEy1U?H*Mc8<5te$-=N<_l!qxJIYB$T~h zNOEu`qo`z_imnF{zYDZ+0>1g7n&z5E5-mQcCVAA-{=NsQ{m$FoJn4xp+~0i}UB38z zK2UE_D;UiZ%1%W%60zYz$J{3cPA?15u5r2)@w_+od5yL^{nC@TN-U&Z(lg)TQmyoEmp;P?J`vmP!_ zKRW7OzpMqe9M*i&^5QtkmJiLo{AZ5TSw)lCVP{mnk!@I>?2Esu`r8v^Lor*sd(OW< z3T6EtX4dM5qn=3e*%bz!*ut^%S~_NpEz7U0mXI(-0>xytIKL^%>YTkIuI+#=iD!?; zNqJ&W`=i~T*#X$Sx=V9%c^GD2Z>H7uMWgc31Kw)c0Z1@C^zMWZFD~V|1_D^4tn#DB zPd(1#z}(ZuzPn~Pz!^_lBI$&hd|TI4DEXk~4$c~nv_O=m*X>u8A|k`urClr`5UCn< z_jpVY2^HTnzgrq2A!MzjUBgx+I5!YCmun;8s*)^!>p866f2nEXd0u^Go*Q^C>5E=> z1o3c%Mj#eYY&B60XC--)LlBwYDQKgF*q z9*OnDyCpFx*h9%JQoI_A#%>$=7!%>BDbuo6yEp_j|HVg?S_ESD$A?Ok_z--(|Hksm zFC)><{fl{wA_?U;Haduz#pC(i0bgyDQn9ROm$Se&8giRc&WfE&#<9-x_VuP@{6$`} zLbZ{Mb#)yZix|AR|E7E6Y%~Ss6K(V6!;?^E?UOYdjneSjsa7%7q;!;=r|o(sM8{)M z@7f)PGm$-{pip~_h8LcccfWZ@MbA>cs6@XsB>nZ<)O3u7w4uBA-}mwKR82R?snhX) z00030{|uLRI2CRb$7Q5MiAwfJ!zfCMsAFV=$_h!5tU^Ziwf7$PUR?L$ZYz{h(QveA z<42`JDx{25iX?viI?sEa^E~f4?|Yu}{hV~6e?`CUQ?Rt|NVX=W6er&lI9^epV{rSt z@CPdz#(E#>e?*|*Z+7kB-K`Y#TJ`!uWgGRTw_&4V zqO0XiPc|;g+99`0pN%Uw-_vMa!$HFp=94xY4z9d*j3`#kM@W0 z$yNASs7!FzzG{qdot%1pt_BY=#(wi|tj6_Le!SN>m8ch4qrBd%68BbR4#aP*L`R<+ zr+G{(@ty37T~>=rR`R8ya8nh&5g@ou?W)GL@?q9OLN$1t7dDG>YEWA*>BKXIDy;jy zpFcal0%6`r!BL_D`xk#js@>sYj8r#aE0c>y=Oo1QK5{Xu)t&g!r~)4fdHdUZsKCXN z!x7bPl~_#GC_gAyg?|cXF5jrHz$7hSw_EQyxb}gfP>v7>W%J$q-iNSJz`#TPlsp@6 zoe5JHwP2%`=D(~DMQk)l9NCw&g@Xxe8ySN%4i5K3J&Id;_cyfS1J6>}IL2goXGJox z?!UiZ{#;?8obTe_u+Ma4jf>OMBk1_p_wQ7dFau|{ed(PxV&GaKnMUFP2A-6f8$HX* z#DdEijFM3XQet&#@2@IDH}iEGiWXEn<#oQ0)1wzj zg*bVy!ZYVgK7Qq!%xfTK;J}~BH@4eSadw}?CbE7KrrK|cuKJRI(={9KFJG5{7Fs-~ z+S8J-MMSWx?^_DyTSkx8-AzNk19J~f=47CH&A_dZ{c*@h{Ld+?HwYDm24+HBeUK3y zwjg`>G)7!P!o_ws9Mr$!$u01}!G}kvd#?JSskLE`lzlKtMIQ@(but{CBoqJMOL4$X z{p}@c)2Cn~Pxzkr8=jENag#9+_k(9+g;&pi_J=^4=;=fIJz%P2OML@qZd`2#S{JVIOuP>P4}yQ-*`O#;JE8Yd=4C9rE4}k``Qtlr4eI~-WUE#73+V3-d})FX66!Ps2AeOFa7uy^Q)xU^@281+m{{7epnil{11 zp2>rrQC;@Cm3dGbt!&yek_}t*TYDdW&jRyxy9eK>XF%{%vl63IsbFC&JXV^L1hv+b zrYA$Wu&wjQU)^P7h&~iBxk0N4Vlr3#&etu5T8(4B`K>6>XSByHl2i<;St`3iKNi8h z6Wek!tqOr-tLyc$nFN}x?nTSr6~MY=j}-)MGFZ^|)rxsiV5rVdXS$UNhKbiby`oDY zM)=|^uSppMwk&VEBvA%8)ZSXl|Db^n-EnAJ~*pnF+g8fk1$izHsD?qER?DfsN! zOeP2)`xj&4z=9`x&q@w=b;MnTt zp9#5K;OV-!{>ym|EWUUXB+X{S1%}8Vv}FGnPRM6j)<$;bwneAslG~1;)K1FpxCjLN^uo z?70IDf@NTwA;g#MTn6%w)&4%dSO(oQWB0v8${>hMPhPc?2D9BkjAP6ah;B1)i)B#Y z#OsH@5_pyga*fO!!ebf^JNL#E}>`BzL`WvRc^gGx76hEkwPMEwYlehG{+*0|ek zD+ie;veg@O81Vd?)t#I(Ob{ymk+A9;6C$3=BqiB1;f+?q!N^+-_}%^YyyhD^qj?fGPQUriwMR1jeU zQP$V@Yd+M!+gnAupAB;7FVKA*(;$YhW=!5DA2!yD-u2Ebfa|@B@uo|5T^iBW{bK>_ zIpFZ?A+-R+wvC;MjLw67XMC%pw%f%~KiRG~X?7!!893#+_3yFN=rcaN_PG z<1mPQF(y;~%@f?pr>~c)m?NWMlXvN54ZOGbX=VIjU$`NoN|iqp2FFW|&ek`DgHSzX zS=LB6xK&IJX&ku#)WwT82W`EeDLx=B?YT8%TO9q~&OV9ymb?duHGb$aHYmFFN(Aa_ zu5tTmbQ0xW{ny&k?+gc-yGAv3xPx$G5kr333u=F8%6xWphx8Z4Z$?)bK}eFyrGw2U zuq{izHqhG_&2=rkIJ}W~xcZUj*E8{WZ_2k)?rJbjR}R`GGd!^GU54coH!pM(x*5~j z?uTuKx02281*2bIw%z?Z1hm!;Y#et^#AxO8 z-zx<;a_yhyn@hQ<`R(=bcgHi(Wt%_l98JUWI?wwW8EF{ZXd~_xmx-!x^&rYS2Yu_e z4cKKC;M&iEj_)%_I2tT;Rl~gq6}^9R_CN{du4b1t?Jh?Di?y%kSY)*D*3LMtNx~@3 ziZP}#2@Ty6P3NUa*mX!$Y@vmW5s??-9!nRY)r!HF`2rM-|Kdornk>OsN~Er=bSeI~ z=_T>u692x4$&OAprC{2=%OZthMR;dke4T%CA*P#NH}See#_%+!hLprY2aB2-YBTJ-TO#z&Wha-EAQsIa1I#3-JMBTbS0 zt`cP^c4Wox;ipTy{&{6(h#C_sC+3^!F)XB&oq;vT#%4>csv=7Md8XKU6ovMmp)A;rd@J47zyafvpV-(*(H=TbV2rzi7Yy;V=ue z+q+J!a$uwP&Ip%rGY(!;QV}QVaq;~@d+iV3xp--BXrtiLzMxm-|5kFzuPaoxIVpcB zUY6NGC}&|MXKK087!!57w{2ufGLdk?H7z%8DQ}&^=5zrTK0h%ee>jJQW+4khMtj+K zY~q!Njxq;3I;m6qBo?N~)N$y~7?@`InAcx~fdgL%dv))YBTMfy(WR#pKiUhG7ZsG@ z9);S2u_@(vWry^_&!6Q;P1kA=c}vIk4eNDnni-g>8+q*hl_kISTG{D18uqvz2sC!4 zqEC^EYJg@5#%J&_xx!TJ`xCV4MiCXwc?F{05oy>PzvgbMaT$ixGwhr`l;dwvW0S-+ zSr0o2HH^qr~Enoc6j9>vaq=-FTw>cka>h$fe z%=59yx=J#IlaDqH=5QpX0MjJC&!$!qads+aRST7jkBvjiHO965osQ$$Ph9tJ&%{OoBKK_aR=y+nT0K2RB4?8T)iKvc@oS=v4ctq4aR=qm`O=k;ehI!G*`^&V-&NCD@ zIIWFcrWA%^o2Ir*2ZZ1jBdQ)DE)u=MW|Y>bM&lnomkFQLcqG_JR?k!{M~>4`d^5HjRZ-_fN%n|e9hcxek~kYMk9~RKL~=MQKOIPI|Ja? z;0cQM=_I%@!WTkw%!EgW&#U?8XG3GX)X6ui@!sS2Ll10~K z!EC;Az=CHQ5YJBwflD$}PSI^_za_x>2M3zfo@78H{bXZ%c0Qs^4@m<1l?rH|q4E+ta zQz(GH>c=FR!z7r!acD|miQlJ3S}e?Z$T0Nom)QHyBv|~ribt`I2qn6K?7Fmkm^wi? zcFijX3TMYOu4m-~{}zIi#0??@{#5xwT}^_1v+s<&n=^_Hi9p?J83&3pMyvtkTd~i6m zH;I#%4Nn?#7IG%@LCLd|3wYi`>q;Qke|B)ovbo>IvXf>ub>I910uVay0q; zy&&*g8lMi!4yQ^k{}W8K#Xt_#F*5rc_&m`55Vs%!EyMguH8^1qQncy>uwb<>^b2!iU^83QE2oyWHW57B+422C! zt9Ko>MB#UgjAAcGaMHw4wfm=F;Xr=(@NqX_v@C=NY%>A%X0o@n#xXRFTgj9>7Jv#( zjYgxbVR(3Wz&b=P9$)&5{Mu=nf{#vAh;gIhP$y$~6?-8Rw>_FrdAWXR&UCvpNH&C{ zOt9Xv!w;jdjqq=4s8a%Vj%c>N@lQb|$Jl4)J2Fw9T61-9O+FUozK$?!Bcj8TPjSXq za&XV(6sk^48uD*dsqh|3MN|6FI*xh@?om|E&RF6zhtg!Jz|suV*Uhy8kzCxRWb8Df zSAd_4Bvn>kBVl7?qQ2=+A&N@(_gC=|QAui%)H#@gy|V?=nr1oJr}p2_m5bR+da&&F z(9IkqoR8E~dX$exkHyvcJ|&^%fK`4$Lm@Ht{57RLC1@kE+|-dBZlC@Q;j@TOu=gwisK27SF_@%c(2S|AwFP9 z$NB`XJ5*9}U;}sgodz0C|BTDA;wwXowR=D0DAO@NY$AfpV&L|^{S#VC95Q#>?vVf3 z5+@y8*VPzThS`Qa|6RINim#S^J%02(4HI|8r{>m`;=OnDbajDp)EQT4ac0o5La2`1 z8^yrJ`yV}&&N5Npr)_n`3nn^6(B|Yy>9`Qtyj%QqDe_AA=@W|#BFuf8779*namfHS$N7$_f@bk3vZi* z%0~z@u+LbA=W1OUQoIOTJ1C_{q)rvq*_L8h^PR!$ccpmbo0+1+L>aDYRc1}3&{1_{ zhW$L7frrX}o!`^U#Oc?t-)f25#!u|}Jl(;rfKo*l{oy{$h`1s1>P`Iu^rW`z_>L^H@adgkZY~@m++|q8@4EPSgo!^Gs}!U zzLAyqaQ|WFQ#F-%+CskPQZX0*ebSnV{l~_?RSzu2C~Pz<>X0?lW@ELO5}|o58_Nz| z{q1(1jo0=bs~4JLqyJgk?*0-Ej+r}$7x!?`F2M0g8NE%)4!y~z+-PUTvl&p;@-z$S<#^^wCVg%ac_o+T#Bssad!rO ze5m6Yu1?3*^MAIexs{_!=9zB)C#ASWbiMYeB~H|j+-~f)ijIY)yt50B8F-=2n)kR6 z3x}Vb9C{ifQ zI|#Ey_|!x-@{C?FwtujHEmdBOVISA7H&>;gG-Kt;sHhTr>eOhN%tynO&*WSum-d{G zeqvYq_{f+xvw3mfXCfvKxrtEL5>X{!gtuuU5!b2lsIPoSLipV}E)-72ooX*cqpAwg z^(t-KEU5_Ru756)9Vepl?z?|_CUS6o*?eE-%Pf?5e%WkBk;Wo^7NDVO{dL}XJ9{f%tZ#0(8Uspx_PxEwQ()WZ!z<5O zY2cHjp%-#G16aCmCiIx;;39f5%3dNF+yqw*WbKNB&aTkAdk=-dftpCNUvL8S-FH{L zu|5OdwkAEG9LffRMxDTY{kgFF&@gj$AQx^k19plW$%YrTMgltF>EKW;FJtbS1g&?X z=>4Y%5TfLqusSdac!R5rO-xS(zX%7h;PWXUdQz@_+9?sz-EA*D`xpj1;p^*%5a)u8Tr z#vg>+wIhgI5`ToV=}=7v&9>n$ z7ndbMgz)RC=Du*~JS~3cWScvf=c(8E1x0~!-pZ%u)rl}D_(9{jP9msBj_k0lPlR>J z?b&OM6F{fKr{jWBB(z>6r%(8t10JsGvQAeMaI-cQ5$5s4R;4ZO>qR}$t*}pizQ7e2 zx^W8<2}^NDFJHOP?+LBTccicN^9F zP2@1|X~v_InsmrBzCdJH*>~>gJ%-j~37wkCCBEyt;k-k^4tcg*RsJ1$1~u2{x9hbB z;EQ)8|{-&ARJ^TY*JB5TI|2H)oOZ>;czw_$+SBia38N z-4|c3(jSra4#lygbB2Xuv3O9*D(%wIRQxYtyiIsT7M^g7YjOifQM=h^2Oy^Np8r&hgl78}LEV># z{2}c^tgZq)sNhR2b0=cF_0e66US#x5NZ$R(q!`bcOD%A-N>ITv&0BXvDdtAklKg2D zj7j_Q;&5#t)&$G#n=LEE(Vs`(Kg}t`+$pzTp*qD#IYn`_ZYe?016P0L{-I&)?SPGh zwsMSrdGy4-B^`KvkUcp(ScV4$FE0$=qN1{Fv|aC3D)x*Sn*Je`;Q6Db<7JzvXnr$$ zGJ!}#-XO(*cX?%4k-Lda!?4^4y zvIKM)iWKav9KVxjT#P@&&RagNFT&Zmp!1G~#c1@VX7c{ z9n?j{FH1A6!On&aK|*v4o)Fz=;K)F(_>8mk2L=i*&+b)v z%S4ey=^BasMITWj zD!Zk~kJ6GADe}92eP7S_b)M&(=e*8y&ij*UD#>EdO+k(KijCsXSvG`Th zoo}8D(MKD2-qmMgmauAvVHV7fJvirbArm^o$+g^xnQ+(LeQrq4fzL{8 z(;F=^++Qbep4gWMk!CZqEcqOK%Kq_){X{zY4s}I;Kb;DuGY{Y7s;3~~b^i{rqbax> zeeYZDa0*Bz98)g-X-IlA9xnAZ1J`~yD&9%WLT&Cd|1(}W(3aY0Cf1M!fmqX=%^gW- zdojkw!I^|<+p98(;zm|nQXGv11SX=TbJk9DpGN4sf{CiO%f>Ew>H0Njm6s$Zgs^IF~~{pQ)g0% zf;f|rRpQl1$X{C9u+s_%=%)3i{H*VA!O=^uMNZj^vvQQnVK#>|UAh(S*G_1=T=8=Q(Z+UOS@|>G|(5yT34Kkl^EARm8e|e8RhJEqU#!^ZAB^BrmTzvi`(m=aZ<|=V6`0iD|NS$;2Z16!Mf>iH1WEFTsC2g>K_u(V)Z#)GL2pADe?`vcRszlJB z|D@ici;>4J6|$oTiEtv+E-6I@62D_+8YMD=iP{GZ!r6r#PpiA{7)tQ ziRmp|$s1g~2yG48@L)4z7r#VL5%(=ZLn(kYvL=8K-?fl*;%*o*o>4FMr7xW5cxmW9 z+8sf-ZBo3##TH4>3LsR8^)9)rAuKo6Tf;1%e3i(txj%J-&o(rpTtIi|&ND zv*}bBPY4ltw(G`UsaV3_hrp~}9N}1CA56E3BO+(_jA&`zC8oV@3Z7SHoS$&)am@Q5 zLh7h}>XM}=(Ib>v$g|akV0ySjSOxpAtoyxxZCuqz5*4%tG1 zchAQ%4p%T`x1M}8Bukk2Pt0CXb|j{UKP4zzx)75gW-<@fxDqYN0i803Z3*&_0aa~9 zn`qf6LaIKg2KIA066+kyVAM2obVb<(W~{SA+^&vL)3e{_e{<3J>!Ln-MASRBJ?J&uik>`Z;htV33pT< zcp!at3kd>s+rwYF2jK?GAJty&aFF&_@;gt)KqJ#x{zYRbeCFE~tag#GE2cSZYquX{ zti=1WC4EpQ-4(!TNW%F%E8jWOV8qnboDQ7}hleA_o^=5+n9lm|uH~fwKS030cu2Qi zBqA7n_Ad{q`*e3aR>Eq9wMt{aOE+e9%Z-8Ko#=0Uw$X4}+ec(BMkD^eB9*^qVzHYT zy)VEWkEl=qmumh*Wb!=clB`RHztPU@2bRhBmy&$+(ZK|mELASeQR2XJfY;@3OdRGC z|LV*!{L&x(Sg;RF#AiLfn!j_&NSgL~`jwUjvdYTs=hrg9q$j21>79*OX1{N-ff?9k zDt_(bo-}yGbLIu!PQ_RKFm4&kRLH)3`>$Rm4dJWaXJSP%kf(btCeS7e&U~%%FA8!n z5nOx1Cz%ZW{jLt<^<;1>6sShGW`ng^^xJ3YOynFEc-EJlfdu!-K(EXU+%n-~PI1k| zy9w7-!&})9ShKxgH(xGXHfCSHUPgw2#~-16oq0HKqE)3iPJx`yzngR4$LS97Nz=yA!2i~$9t$~=!l+bJ*;{O7xt@qdBOxg^k@ z3VVgL8o{`Hv@9~2e^xDk&+Q1epi_moUe>6h^REDT`%D*C@~H@5|Gi|RNI~wT&h~dF zCZhrg+3)jXe*+Z}e=6T~ zgfjS}A&xuiJrzg34;GuQP~mUZYjepuA6Juv$maS5c(-J^lvzhbWx!9un3sZ6Zce`C zc6lgRqO`F+CgWS}XXBAbGH8LF?P7Uk4BTmWkX1y6XM5G&alt$U`evC#U&+Ix!jEz$ zCn+fGJ>IwJHyImxZ&z+B&H?|yJcaiI*>Fe+6iw~U0>62`>xuVSc%kTGv22|MCc{Vf zeskque#ZgHs;9Y-<$Jtk`4SnqQm0&A_vXQEhS?$h0vR{={yWOcsEhGmKU>=#WJ2zR zds%%&2Ex+Vx0By=xXzj=5i5#l49O6ute;AhEtxv4qBwJGr1u(eIiIu(0Yr`-EvQ=zi4F8QTq0=kVWQ=0eOMPPcLj{0O2 zIK+oWQ(s14UER#=uEYqu)wWRxu!w+#i;!piY9xXK|Nc9_8iiIp#~#+nSlDYFJaE)4 z983>S<~)@nL3FX=ME_DMv)I*g$jna^Hk6k(POH>niCE5ofbJ5+HVqkkU;QGVAjolGbSK*>W_Hh%;zpzkev05cl{n z6fPA^$SOzd%uWm7w6 zTgyEp!Ka8ODN^YIsl=SudCWJlY4H~Cevj)QZS5OSbiRrnojZv|xQd4TEA4~YRw#24 z)1?n#VrCc!51((`yy*6alYx=+B){F!(}Wqx=jZIGIn1*9EH7Sn z1Jm?J!B3WUAgPH>ttrz4lL`;z6^9H#ih3Ex^;VuBh3ia3%AbMu*odm!v^B{0Y|?6O zGxB8=D4A>OkB0HKNUCNq(!&4Rzxo^rjf28R7SzIFt6MYmV$2tDadV>~g&yb#%3$@X z@PJvSzcQDYH#7v*9s2bHFfABbtCt!A_Sl4kt@%+X3qMBs)E0+vwzi+Vx``NDFM3&D zIvHE??hQ_ViGzpd5M@te6oy|Mx3(&b1fQ~SnrK-hl5T{0D|$u3<9mL=WI zBN4w^5K7zvRKAkqc^pAs28APJ#pFnIThD-#quaWp`et_(By6w1qZoy zNFBUDfv@(yif;$0P`}XneB0T4EKIYG9EmA_3rS?^a8V)bJl|}N)}ldUIWxw+v#rU`BbO5J`Bh13x0Yh+Of%m(zA|L^oqkh#tONt^Z|wcCvlyzU{QLiVOoJu+Vg6yz z;BK3?(0slaE0t@CPidB*Fm|nTB2fx=Ath!ZqcX_;-Zas6ryK)`3u-b674Wd^D@~a! z!(E!03-^2pzCQMIo3tpwdBLw1hW*9hi`!}3-&c&Z2(c$x<|WWEAdB%Smg1VXmY31D zQW!1PT^1cL!?5q_O2+;Q`0-@=zIQ5z-gB*>Uyn<{w6>a!>u4!rMXD9J+~zMrVV2eDlO*C(nlZd0|z&#W2;pZah(^j3iquIF}onvU>8yZ?+P(P8)4 zV&t_E9UnxZT@KhW&hh2Hw$e-ouPJ3h#I6d-anmH5(JGXCXRjr5RzoQb{~2Ufzqv))_RXletuaFvG{bOB5c$bb@Txyox?I8=h9k?9lBi=|KsTR9YB zS%x$VPpw=NMjXqkF@y3IcoNJiaeTZKqV81V4JIYfU~*NSRxCzChgXw`I1PK3xHxsM z(jdukq_N}!4c&g>&ceFIuwDvL4*OROrJqAPzPpy7MX}*grwtAC@9C`Xh6_6#62Jec76yWt6r3W#$3outLquIq*2-}LkCiyLexYQGMImx^Tb(mFNBUl6vkR>)A zC_oY?_vCUc6*0>_!x|eH`oMkbr!T$~%zl(|?5m@IP0#sQB|(KyS<}A^Mn5}#RLfaG zB_CdAO2^V(=VLm@$f-4mg5^`IRr%gzaP*CIWJnGx$zI%=2eFaO`wwg;Bh@-$)+-_tO96aus<_iJ!}V3^ zlVU0|gGX1Qelq6X)v$ZV{ZbHlNGIgxrc_jj+qC|YPD68c&*Odn($UDg{Ma)f6KBlz z<~xE?@Z?g`r$CPc_%U5}c&8H&@l8^qPmjjpx6UZ@*Vb5&LN5&kkHsOHGa=*ig#>W( z)?9rjk%-!ZRXrguLfbg zpP2WjwIQHMhRdZK2!qj%mQRD$vpk9AE`|+xkJGY(u<3ibdQ{bIkUH$Gu6?+P zQL12>`c4awGs!1wX3d~|DSF2w*G-Vu{(4#$;)=MZzjq6t@xm~1=%K)?04S8J_J|)2 z0V#xipY((qT6z_}MDUyilhnVC!1ZDTiDt!j2ImQ;UK`b14soKz@jn4&WgU=sf2Ey# z<^U1y$Hs-8cc73WcG;XK0N?5U^krY1HIWoIpnW;HyT2{%WNnbnt>d>61E z`pJJu&ll{^7aYzM1><$=WG@$)p+`O?%#MtDLu!%bsWZDB*rk80*nPT=(YMl%N3WWo zMSHun$J}+;nzk@|9CLw}f)S4hYR*Su_bB-XHX|-$&Hh_oM%VYi}PSB5EQ)cPn z0fCfh&NHQEFtfG0FniUIAk&vs-=8%j=yUVW4j5VzF%=zx>96&3 zll3RTu18q7p0$R+s9}$DqCLpHPv2O{3S;O1nsjRJ z)-a5gbW!Y^NFaNh@qgsu1Sg$xZ|7Ef(8nd8{+7K7v-QkgDPb<)t9!Zsq#X&iZJBIw zt0BmG5LZSUi-wf!Vp-k3cz7*pb2aA2fi?N^%8j`Q=x?j!X}=Q&{b6dva3kaWiF%z+ zI1_=6wj8(U&=@pu-_|#K6OZ}jJY{v6WQhbPAOrXnHYM~~FKH24+pNgDjkKnL$)@Zq^^B%XJD z;`4$GmW&VIlKUv&P4bl89-0SHM@f#|O1bbzS-#+~CKnvPT;v7QIN<@Y2X zSDe{bWkx6{X${<~YDs~EF!%0^?G(Iqjax3cP63P2+>vHoDrCBtzi1@qV?G>T=LZ-Z zI&89IP^k!mZKj^b4GKW}LT^$1K}F4-peTA96&zk$pSC$u(e(9hs_|DUw8PF(-D>ht z!ouUDG+%(->^w!*EJZMW#(g@#iH6cdf8AocLfp4dn6(biM+&R)@^mv5rOdg(jyI_g zHRMM+3Xu2g`o9Arg{W?SY87+62%=iXo|fq}JbP9t(#Btc zhW3KC;J6ZK_FwseGaM z$BSXx;5=fmo(8Uz)5=1_MR?oJ`80~b|4iCM+I~?++|Tuo%pWU8@5lc<((aUCp(G(9 zBD@p^+I!#TvX(;8`*QRI4eb@TD~0iz zB5$8ZjC{WRzHfY`1TwGx-0yu+itl2NXFnyEp|G!csp3gF@(&vKk4{z~>Rac%79l!v zPtxDKFrj0e#7Fq%RG?9$X;zSv!FNwQXmW#$b*KJTk&sF>WS`IzXV_m_-^VeRPlxy6 z_c#7*uEH6Y66Yy;6`o9#Cj3^ZLdB(zK1tRLyLi%%2a8C?H>%&C|rTZKD?St(Xc48Ff{%5hPt8V!%$RX07VM&ARjPs%Pe5YcvWYGJMg zGd(Hr_QP86pRL`u(p&?+8cx#fpVb($S=m_GU5&5eO~ZX@jC~g-4K>3V{(~I0%#~Hc z>eVx!it%dPmZEhDEmvchGkEHOLJhtTIM!Qd)S$4m!oen}8oPQj5B~9~f=;J`7r%TJ z)IN{ON{`a9U*{paY!4&9!F&1tm`GJ z@QPxVyH;>=2_~&OAN7C9w>qpGAab7`pND(1n`w zw&jrLqpN%{s(_NJiLj|;CGyU>Hr-|T_1t~Uf={dhoNmGbowQOs6kp!t^tl8h_Gi8O zqDwF&dgtO1MxAA6nX~7ZmZE8}lm2U-Vdo|{sy9%E2|caafJlb_wJP;2^%bzSHos=W zcux<1eOiClw*(vuYxJ|e&~PjC^_@968nl8b0_Hnu*m=LjZqSeMF7G}0k~2tyg>JC) z9ra=)&sP*1&KKkNw$)=d7=BmY_mcPX7UR+HfopGX6~bhlPmV@O0h+d@^qOudKn{&R zKk9xyHp=g?_{Uy=^Ex`BLgNL9?Ek>65M79-vmF#u<07oJ{BwAmM8i`qyP7+U{@9W? zIn?+lAHPnvee`Xof^yiUibsG7qYJXtPqZkEd9`o9@MS8bveycH9Ht^G+gXD@As;(8 zZhrrgp#yBQWlD-=3n96Ye8O`mAIHp+Gz4Gf0Tn-z6w}H09{>RV{|r}mJk)<2mI^5& zqf|C6DH=vpU!!CTB}qtZ&jo;xlTA$dqG6cM`bpN(0K+(0FtEU0rO8}P_wVaSMnGyhf= zLzh4od(UJp11Y3f+}I*My2uxbaskbRj?FeB%sV`

6i#-ef)R! z_}dVydh)V9U^Ei_hQS-D@8aN^!2UHYkc7iiKQcvNT4 zmN^ju9qBChS-mhwlrBy*{EC8JdsP3(l0-~em>0|yCquLHb$QOAG>Bzx`Z1lA3C$^9 z<=JKFh_!uW^N>Fo!Y(pV`(hHY!^5-sooph4$GxoDx;g(B@XduvGXBz+`u{Xa#h7&1 z^(b~a!rT7v4E1J$>*6=(4&7`Fd8;isGLeN>#Bww1+o_m5m-RBpA_)^o)z8er6F>@{ z3H2dj!PaBt#Kgp7pYmMValHiWxT7O@Fgp>6L&{rp-Y3Ji?a;j)UsKTIas8}^LnjIcdwY+cio}>px|d2_1jPF7s^bkKkvS0BKen2q58k(4gs7!Bo4-U9c)V7NW(Jt-RC2e*hOE!mgX z!G(0?_|zLPyqdjJcO(d*B??-{KZm1ut&M=SQylu$T2ucOC1Y253jZKE6<+)LO+#NM zAhC|W$>DW06r=y9U)mjm(19#ooAzihp3n<^%f&-g%;IX7L=q0Fo)H~?m4ev**~4;A z({OQbUOp@tqOYRINGRmm`kiMs2X`39Q*S8W!N|x+ zr()b4-1&J(y!Xi++}+4(?Yf%-JKkO&`r&*mXfms^DI|Prn3wCTFTmMT`Zr80vN#Xl@Wk~eGJS-B!8 zS!v4Ov@C+m2lo@7Ul-wd;!2XTRte-n?+H8jmg4J`J+nUV%20auYfZ6L1?>N0UjH~- ziGm}WS7k|5K%4qZY$mY`A7)lHF?q^B(9(i({+43(kAq>6m&*|E_^dfMt{h$g%}aA_ zDiA3*@SMo5#Ga6!)gwbyuvoRDz*UY6zwKe4x>r^~@XY$>A}tjtz8Lh&vAF_|L$n89 zovXn4bzL3Xhbs{G`ij-ad?mb%zeW~JRAIsK^ittlWc1Gsez#}U;GgICxQ%uVV)P4x z_^(u>j@RnxbVn6ZV?`DmSXDT6cxB$2g(~n1SkKGUSA%=^vfuW*Yv49f5s_g}f#H|V zl%`{~7>r6;Dxz2iose~NqVctG3}BnxBT?|?l*Y+kaSAqxjnCgvra<b>ZCXMGq2WRC}D2#jR+OTDjfM#A~^4a zsclO&q(NLQFiEb3ieNUE#Otv-h}sVe3*D=OK;&$HN?08le6j8m>R{cnRairgiVA5< zE9nXsKZtl5QZ5m#UnS8QurNKY$c%zdV9lYIZTj)V_TpkraQXN43b%n#A`G*}j@Q6w+W z(fupuSI9RyGCP_+uT!PtsoqQOvz|1VO({^f>G~6>C&6!B0 zA(SuTkktk{?!2+d7B8S<*PckFZCv&EyV$=gd_5gP`$eB{dC>5tZA`Xh7Y)BHQe{s6 zrXsS%M>Dy}rFecb)!wF?cs;_UrR z6dLNxYWi7+=uoSgP0(JXqd;ZV*NlXE&^IUf8Xs$b$8ho-bDj4}7eyfyvjJ4SQT58gOAib+GYsVY#yhcRhEvpe~0kSj) z9R_$5;az^c5rPZNvtRx+;MDFxi`kY2xZZ4guUFB4;D(Qwc+r5q1|y>mk4B_y37qs* zWZ;6T;`8}72AJMo2A1|Tp{1{3ebLS)Wc+g7^s}jD)oW6cK-hP$|bzxl%Zeu2je*}o~ zu3$p)-3NPlc_tJ)+gA$^OoS?*3U*6o;x$#!?Z^fe%H3n1b%e5D+ZJFUBEp7F;I~sV z8`wCTTpgnr#KO?~lg|YcS%}`bn~T)S!gr(HRO??XSRel`d*6!?fWKWN5o@gGTX3vB#eJo;ZElMU-{+GzqD6s&tx)%k{V@9D|g zA(G8#$zCNld#f3I1Er0!|20Ef>cvpcnY&>2X!?1(+=XeWBz-s0jG{ElWyt|-h^p{8 zZc}Dsy-~rhg|94pJp51IbcBUcixKq{6OJ7PW{_$K8w~ziY>h!Sgi{*2Ep3{yDV<<_ za$#eDuCU48iG{`B!4t3FF_B|sBAk=Rgm3!D?E=Mq7c)rb__X!gZxb5m> zHnOnRtL?b_4Hhi(3m+A7_&D-z%44>iiLkY~d_f$4NL4IU*%UWH^FxWE3$c zYTAUkr;@2#u5tFqtF*fxG$A*LBJlZp6XdVNm4-_(F{^uj>GDwqA~Xk_326rG%RfsW zm~KSKPKU0X(njQD<^6P`G=i~}H7qdEh>IFw1!7tZc(DCmKj-MA=)9%Gx_SmS{;TiE z8)}5+&%0Ccyp1UIurGb=(f}pt2}t~^NB9iI*>1WX7T&EpzKAzqBNs!8+r9y9F*85! zCN-etu8;n$i3SYs@d_CbZG;1lp89Z6J$7_$9I@rZ=T6F3r<3RD*srglVz!zNlKQfT zcfZoWEZ^fcz{!*6xDttboIG{){m`Kc`E*Pj2;SBHn~w3Cw+|PsICd?U1)0B~;pr03 z%=|hkGQPch`6iwUb8F@&B_S$?MrYT4Q>TL6*LP4Ul#1ljiUqUJsF?FfyRXa1Yd*gy z{0<>BEZJkdIBZTugspkdiv65AwAyg5b6+itQl}d{^=h#-%0Fnxuofz(4$tt`)FMmj z>z|g1TKLcg(#Y59K*-B;=!M3p|zN2KM*NVFCvgXup z*~@?PUsXa{V3rWwRf+I}fygwk#IVeOszX90Uh&*ZEtaf;-j2TV!6#MV`Mgs<>{d05 zzoZ4RR&&nf3{jWtFGs89{qGw~%kV}=szF$-3^nPRPrbCu!2dZTWcx@Nn$|2U4Tva5 z>A!;st=lS4SMY{-qPe{#J$!b1|3S?=Ho$Mxm3o7fNv95@Yb*k7BS2MT8>` zm7rAc?(xR)68zU*$rYDSigQfu%Ma|!;H6t2z0Rr}v+9q@`dVe!UUswOYF#nP>?t}@ z7mLvJW$z=~u0mM!Wcye97eYhj_%R-ZBCJ~?RXpBR1dqjoVfVa?;a6e$s6DL&kB=1G zoDwg^&wt0R+r22pYV*Z`omUDW+vGjDskQ(Lc5gbBGDvX!oc?5+A_=F2SXaLFEZ|BNq`s_To=*VyIzM2bf znO{oLD%tQFIxf%D$VTLzMn-H(HYQri&p%1ag@L}~G~;U?oW8#44D2G|r}m)j{eOA* z=ym9Al3O;!KChW^Q^DS<3q3nO=4kxL z!ljw4hdV@baFomEtNO=GEK|EFv%@|W{o{XDUwoE?Xx;rAxqc<$ft8ke#D+x3hD2BX zHc3KDM&JE_Z7CREtRXTQQep2Zv}Tz>IzqqfdzH004eXn11>cS*z>t0UbKLa^OwSll z&2NUHQ(p{S&x4`(F41v#PY6s&YM0D4LXjA>e_XgE5{mT>JpM&75Ei_auJbzq??YPM zQ?^Awb7e&Aj!!o+mSP@dSAPYW*Eg+7-{%Fch$csacOHloUHd$9zYk;wuFS<*`omDH zA;M((HrN-F%`YW|L6&=eS=QQMkQjB}TkU<&(&O%XblMqQ>n#7Od_0PlZmre_93%yw zGRd29h9+&x4#ik6cnxoGe!k!bwp`j-V~JpFY2`ZVb=n`QcN^~9Smgw+=}q5%7swJi zjO^gNbtXh$Shr%RmI=X?Wj1TAqlfPg0zP}OoWU^T^y&wEz|eh2eS7T|WF!4Audoh6 z;vl{6Lm?&wA$@RP9kCSy~=X(Gl`r}zY+;~IWJAl{VFd0Ox%;)OM2AN2?9 z`fveU;d^78KU_hg>rBHe{WfGL(@dk+a_0A=`eDyW)@a!z8r%5e1kpk>f7DmuOb8>k zI_snxAuB9PRCqZOTvvU#5{_;noK`NJFZFN)S5@YVC0{)t@y=!QJ~uDu@cmlQ@iQSL zoUXV|vMv*T!4LL1ZuB8+-QN6iPx2+)EM^duLZ>IG|4gJ4q2sow)3U)3s^sb;s+TV!(NU<@zRjPL7f3BLg+2(p^=e*m z$O3^cjSC(%8xdUmzWXkWS`l19)OSyR8WVw9Kc(Eo^x!lo^{q|E4H9?5FYSx*g}vGN zcZK>v`1^g$YvZXP*k+&CO+%bWw?sd6Mn$CEY zyJ&MT-Cw(AHwa&?8Qx-p)>yZLZ_83LFyS6u5Ps^ zzArak|5V~Ep(C}*run`L!F4MqM1ZMDI34$Wd5LxkiTgJCrbMgm)A6_NN!N%Q_K?#(6husXeBV5YK!SaF9oe}ngpe3epiLRRVSD#`C z)8|*(Jo(}X$s^JYFC=4$11I}_@Xf>$d)}wNc}j^Sh8}eqZ6!w#B#QQl-LXML!>PT$ zHI1W)GmD?{={u7Ny5`i~Z;L6!@Zgm{tJkLy8L<-*7yZ(R;+-PPc+66XIMHL~_oFGqVaINo zfkb|;vSq!0Vtj*1}o(k6~cy^bJ?jc*vSlER5ZDUB0HSs?`DrI$m({+mRkFr&wc z$BWRRWkyI3+7K;1M&^yfF5oJ^W8hmWhwops_&nX+iQ#}}bbAZVIpGcS4t!n&X{K0@ zLGdI=c578VRcr{^U?bl{7p*{A`ap5@Q4eV9dN$8Q2H@h~$GlbkA>dj}wCL;#;KcR& zZ7)48f#Fs+cK@3fRPDMIA7*)?y!^&KcFPqoqI!qC25%$BX>m18EfkWY3(u;hqriSn zl^QLMN2u4IY1hmMESv1;IQTjUEiRvy>`@Fui`2HeqqE`QOO!2=@QgxdHzVc1bQ~VM z`={%7CmEL_F6=AYlZHHv0qvF>85jzG!)Z2BpjmAds6a}@K5dPFs^TQPdi%v_iCGdD zvX<@H<;e)1FV@^`pN7G#rR`#;Gf_+_5Qu5KgGot64{!cFn66g}?quddx|5cnCz%Cx zR`b#WS2ECY)oFEAQN3DS|dCechDjcgpP$A=sZ{0yWvniRE)=8g-(&+ z+3DEzF1rvxQg5ro9~Yt9q7Uy6|^;i!zd63l-om)M?N1cRsbz1Oc5 z!fp*|gPBhu*61EOsdTRpRZDE?;etiz^ckL;K2i+EW@3@*R)X&`4L#?}O0ni>icZm< zawy7*yOMKC;Tm;0bX5syr|IpXya1-oego&y{MZ5Aa9jmyxlUX|gyr zRfShhD_P&@m3ZF4rZb`|vFShK6%l(YF(H0*U}Hoj*6>Z1xtmm>b#|es|5Pn zVn{~iq^yPJ?HXJ?YT>+KK!)q)jW!;4t6;dpV6g9S6)Kaz4ki$1ble_inB(N1?5!ZS%=;{5=-FQ{h4dq$5^}+1#(h zk+lyapM9@_(kwMQ`#c%P&bLKS4%UEY(y(vQxf&IlJS^PZs~~@dcxW0~g?;_xgV%0X zapIb9y_qmYkDwrH?Qhd3Mzts|n%}ecY7MrYo!;Si zfDEOo-s26Net&K#Y=Nh<8my|E>5wyIP$_+;8UM%-y0p>3S%8A-`%Qnn1!_@wfrm&= zsfCo=`1Q7x6kMM*+bmZ@hFf)f5H!h1Bpqs(xzBm0b;neR17|*1oI8d;WaJ<68;R$m zK-SOqYw9-&b}KUFAPp2%C z@y6kBr1K3jOut^=uT8FjVqnz4sd@@xE_M(?-nHlvH~(IqE06}|?3GbZuTk+L!LT=ZDHYpNy(RB0 z*5SWWU%1WJ!Sd~zn;&$koH>B;Tl+T^LV3Xl5_)Nn@vn~U38&-MyK@t;cs|zb$=!eqhHel{3Pfw4x_a2RMJuTRLyh0 zSv{thG8%^6^~hlHp5|XtkGJMZ_jcRSv8s6bN{}rbNBegF-XcTC0!zbi&YF&V`9Csy zXX&V`JXZcay&jj|NXEF@HK18xc(r(51N?ustvfke5A{c58n)&2V2gOf<|IAvW zH@hB%4?D;A~+FyLl+Oe2%Rz^$s$_LbY4V557%HswqcvYoZk zKL#=|^Cc&DaXAC(U5mQCTNu##>5}>`k%3m`c(CJ&Cfrd|XcF&e!h^T5t~7!P`3zQu zNH-H*A{IOC{8^w|s#<*i$VB)9sZe=2CUzt^2gmmJl!GEGmyg%vt;*>QLvZ>eB zklUFsT{!F_V$VX4vcpPIZZ;klb4FxdN+zVR5&S}H8I8`ujyxjNx72OQ^=f-O# z7MtNOG z#*+gFgBLZM(c>nkWo+M!eWz!`dv(~D?V%^g+pw@EUb2DEV8J!VuVcQC3ENfbN4)~r2=^Hlc+DDT6<93nG&0^hp}@w(MMK|B`7HGAx}mz}0TbDiakdraOq6r4yMAgF z6Cze!H=`Cfeu}#!X)MpgnVN0+M(3IEE{nQh+sj0%-kkL#2^Lfp9JM!oXu^h@BctQS zO}LS}QPEAJ33m@=SV!?SA>+m8VV4a}2v*!hv2$*M%&58VqwXfOm*`886_`j*JhQL%5y_M!8>J-5lq95RG-L{i`rW_Qcfb3cea^jmt#$V5w0&JE82JFU z^Y7mk*82c9uBwXYgx7 z6R!cIIfH^kHwPy^O2yj^v)4e5sev@-64g1nKCN%?(f%b#s|z*Y^y&Tr1|H>n2M zROPk(P1PVWdS_dyTQ!u5uc{n2xetM*e6nq&RWRzUzJLx^!Q~HOM9PPIuu&%|&i?Ek zlA(N&i0R`I5Z{qpHB++$hrOJe0A;~_*$!b z+3{5Yzsq_--<1m3<`ufqj+Oc9A12J+e*EBU5DQ3RIv1$B$|3CL zCpnkQa#+=47e1&_0besArBAvN#^PO{hgGv+MBc~9qm}`(yj=G_ z$UZO4O@)v>E%R(^R0w}3AvE}d1~Z-9$8&ekVOisOs$OatlpNPGC_hF4>1r!YZwy_Y zoZZ~sMTS%Rf}P%YQ((z%*jh@z3@(gErZX>4!MFrpzUo7RkUGHvimSgjcStf%+ zw)1e55*cLiqdc7nB*={Q^FCNbf_dES8~zxs{I{>rVwDU|J6$6hvGW>idta8Zl?o=J zs|i6oR48g@#l5;nhKeEG>RZi3VA!my4BjL{Xgl5Au9E-4EsaV7#T?)^(Fgc!tmwDU>8SCl~4wAYwOPhl&;vzMkP(+%rsshF7OQnyQe%(fKhuX`mFUm8N{z^@?FZ zY?|(Z@Q@Uh^{@*=ua^=W53}(g%-8+yT5<_2Y=53{aj+CxNBi+FwTZC4|57V)f&f9z z<;TTSis4dx%9*(-9AucgUsawhgy`RWeo#;d7FMmQxj8tn>Nu#dTuM0{NW)9ko`^B-}Lwn9_hn}P$apKm)}>K20X z)>9vqQVRheH}Hr(83*fEg-!@Y<6*Au>i2iu#X#RIar<=w0Sw}Ll?-}`aH~w0&F~%p zES{@A91g?7uyl6D+#4M9h|b%5j4cGYD?)`{s)caLVo2cC?LuIh4{rJ?Uj!WAM(m9x zios(4x|^LqDZHEO%fK-SAet3w5!X+ErKRV@JPADXh?Er^3C6*icy2bcyAWKuB~KT2 z6#^mPlO}%v4xWZL{?XcnhXnI9$04T@$n&{-(I}h%jf2}}z?=xw39lvBx?=Flx%KDF zO&ka)*EU~j!GXkx9b0T$AuRpYJ8#%ngz@RspvpZW5(pSVVvnZjGB>#A1jh9inNR#e+HfiT1WXMUZ7SzOwYY2)J{8 z71tat0j>jiQFAG!z@ZfU<-8yfw%4AH-oj0S@no|zR2B*PxaEGn+ev`vm?g2J>BX4u zU$>7+#duV5YRp$!G$cG0yQ+U=To+ zU&bk&Km_wXgO2xkBuYBSu4#%0Mjxg+`^QP(#vWf-H$aBpa(2@P<|t74V~0^fEETj_ zwTzVUGRT#Z$(ndY2FIKzf*3m)^3%L_KN}>$!h17m(>Em8>sfpL0D%l5cPINKJSdRD z&>gF^F9XWwglo40s4x*A`QMSvbZGP-qzL&?VR^wwk;YyI%i2aio(xhzV||&Q$fAG@ z_p(uNF9m{D2F!vbIVPj9{v6+1g_;6}>Yne73w0~;V*b%8P zTH&v0U5wQ|uKW2ZR$s);{Ejsr4eYo@p2f(}VK*0N7n7F(iH`nG(Pm5-+Bf2}D~bg< zJMP&J&oLn7Zl%0%6&`;}_s?TG9Bp&xDlF0;N z^K0q}lPutlbQW6vRSw%v&&}#SVu7W?tat4JCLFfe*f^iTfEpzI@~0aE%9E!bai=pN zd?raUn3D-q@yeglhgq18|0>&Xmcv;6=1+3FD!}8YonWI>0x+t`>D~FE)013v-rC+I}^U0uk0k1GC^(5V|#%i3rgZPAI;(@hil&BZ>BLE zi>KDhgfc-(UgA%}G#!jrJyqB6bP(O~pM#V<9pYZImTB0t*q?OLuDc8v;;)$S4`G68 zl$CRQ4GRwSXs!o6V?xCfj@krW281YITX}tg4o7As&Y1tELGwuQRf6N)i5`k$IrM?MuIf4ymUg;TRF^a1%k=(o zB@91yUQXncWq|~rO2XkUEVws*uW$QmIrwT9uLm5cgfKo$Huc5|kk+~8WQg&@nRC2r z_iZLLq_ri<+A<-)%ZB#lBLh6x%C4WMF+t$Dbn>GkEO2k-oQ}R&4$?fFKg6zA0KvnS zx%WW@q_FXyZf|4(?i!C?E4FULQ0rpB4F=%U^8>GU)1fm!srsuV1FWAmIN%;L;C|?y zKYf>&aQfYD+>Sjg7}_jj9*BL95TD>m)eWH2Fqsl`4snhE^)YscnEbnO29clcd04Nkpvb2f0ML5Zuo^_>J7M052w zr_0gd*SDg5ZWxbef6d9RSTLbl``^K?1QrZCWqh9VDTm#kieirXFkvAkQTVh51D4a8 zZok{g08@SG%cO^Nu-@{pIZ%xOW|Sj}7nT{&CMIO+$-@G}mm~A4lI3t;?bcrJhvmR; zx839ZM<%o_i@2(DF<{4!{0k$lnC`r#)#osLm2#zIlN%jQ1nyE%RAqn*{SU`y>3=-PP0%e(BQ&TDoc(b-}vt0z!ugSZ_fFK&oKHXT^I7NemfPW(u?KI#g zy;T@Zp+oM^4(UfE26%6+t*;$pf~VJ;$W}Kdm~pVQ`L1C7J~O~aH>bf1HFuF0y;S&l z-F-uxL50u1o+hiDph4>M;Q4%KI+hPoFKO&$z@JCsJIoE3FszZ--K)=p9?i`^K7OHr zi_ON4M`cuq776~mErJTF2JciJZ=!-vj?dg-3Khiv91HhrqCwZFw~IH%w_o~7qdQs| zaOTFmbZQF&xRe7;PkPYco8Ewx6z1Ow?8?tG{*^%l|KDHS7|sfM$Td8tLgKKKLCpsm zl%L)@acY?kSC!|lOKM_zuEg)1I8TRmA)G zl)JWj@iW%vHj~gzW^|Zk_nR#EMT4l5_vm9su>FMwJUq8CAVR#W`D8Bxl7Ff{y8M|5 z55Fex+e(!~i`XHa&rM9=mbfs-`;iV&zUubohv^VLJT)RYPlG=bH$^_q(Lgwa#x{@n zSFLMyASu>w25!d#v7*dpzX|Wi*h@cE2JxNrzg=@}?`A z49H78lC)p-2I$&8Gc6m1OuE)z!UN zL5Ahv5BfVTDWJdjJW}vR8C2N2Z!3$#a*mF-;{cupm0`V(C!f+__#lOnW?TlM1NMCt zf5`A-;o#GD1{qAk+AU(D$>4dF-1$hB0{5FtSH59+&$?^oV+EGG0yCEx9LH(U)+`y4 z2sGf39na~&a#~!zFZUNLkI{dMEv!?>P|}2RYPdy);lXXgKP4$}t2Kutu3H8US`(sU zR#Zs3I8va2`Cnu6WYBOg9p2|p*Bm`dg@Bh61Y1)Iuy<7|rq7e%+dz%=!& zXUK5mv+s9qb27wD@K$`$MS&NWrju97%i!;SFEcc@VZ5;jJkO&_g5%dFZ|vbG0$b#S zON%=JrXQ%BvB1!E?`QYdyhPaYHN}5wKQ^}?rARpWVRPs`E$%q%oH{b(#239~z}b_t zHu#DJ-5JF;!w(5CzPp!bfC!+yY2QZO1eOoIWHsqnE_nPbt^epz0vP*jb#xXX!fy6| z!+ruJsNa~tb6z5Y;_S`e=Q@aRoU?z^gntQe==cYQ9V~_%Tb{T#BrNBc**YaS6hU~1 zr9<=+9K>wfP~Z0q4}C!b0biv`VEg>vyPkImF!=fD%>yYVkdyRcV7R&vvPO{M(P#M( z<1#d~ODP|8Qq&THQ}clBkAjwkLwc?`u@{&W(E>Iwa-yO;#EyA@s+ z3*UwEkQBR@-Kk(=rraci%Y?Ds7CTtX1`+?Yw<62guxiPf_-_AQ2nZAw_2G(zraJMo zHz%W^V|;c@*CHAUGTs!vT#E+dgHpabTH`@f{r>Bk;3VLF(s8T&V-;6DUGhT=b@z7Ylmv22V8{b;y) zv8+IkBOZ8zgr^kTlAx;fJZ159DsaUQC|2fWfTE_QNyLLha6Vo|6JH2}4jr}OH!ERa zZ2H2~W7->{14qK`9eshmK7MNLTM(ouI42%Ai-wdtB6P>vSjgCM|GECYWVotOlvF4h z533)Tu^K$V;IsLJWKZ@@U{iX3;^nz(&|+sl@G8+7oD2M8l)SD%&&eEK8-_1r__|d* z)e44H&8^1+!lPhPwasoJItDTzwS|5Zm8`WUXX9 z#71=Ab!tr;wS>ok!-HTneQaEO{%$N9v5&hw)gOl}!_yq8{Rv1|vED?XA_1xGSIE&? zh(Sva(>-@gL?NI2=fbDHgd&?mlwGH{+(I^T&K}|7NhslY+N1qpX-J^y(k2N#Qa|`__s0wr zkXP_{-;Qk5Gep%K@X1EvK{xd$eY25${nY!8^-T0lbEk*lWExuUE|t;Uos4u!nCqr4 zu}H1=$}FthM#HPdTSfU&kXqEk@IYoJ`u@aZx~L)(aRe?kZ}4X!!$0pXDz0ash7O)f z5%g3vnOJhQt}F?uRV`j@qQ|0d#~sDyx+4+g!5h(?R3Bu~!z(1j5sL`>-t6L-xr27! zNPLoaIR$-Fv=&j%NJCsXg}*G{rJ}~|p9^#ol96k2VB?Xwc+_{B>9*()gDfl`ynALF zipJNkTzV$tiG(%c>^Ahm(RA@x(eBy=v@}ZgIgp=>q91VjlAqi~IiK~SmfG*4a6W|* zAC)8&e(MIe{l{3e`jvH0@n94Rd0X^BZNwk>uv}{yfGqRV*L(%aaH{F{> zd=T3SG7P0!AVQJ#zcsQIj3057^WyMBKAWjt_S(^CRldc^(dOy2w-f~84YP?!rLSKx=pFWq^{>KFx62!=TdA`uV z+A%`h7X@95KGZB~JQzGur2PIG2QBS-26q#Kz_^2UBTd{JGPu@!Y1*D(c`cn0^PeZQ z#P^JeC;NkvH9ER>TT#)6W-6kmjLdb3a6Yq@4ygO^KTE^cnAryo`@jb zf|gS|dryspU^!@SI^RWqP~%?HSgZ*E=YZhPq)r;MS$^M{`rR!7_GY=G9OH$g%u|d(g^3tWAM##D2o{!@{Yp@J$ zv#R^*iY%XIty;-PAwq35ztL1Y3b#vLl{HR8Lzcg`9xF~liV1O%SIXj1xkb}{)v6dI z@z}x7*(VxFSMhPgdWNEb*>d|jo>&w)cAvr3k&1jSlRa>djw)<@dG_gLqS12G126Nl zP-n+wi!8QG)Ie>z_Ys$l)V7M~_F3FP-EVJm?(WGz3%zm|eW!C!a;FLpSu_t#%37Xj zuFgl@=Uy2q9V$STPT5*5AM?r}k9P&F^gy@It|NXmCh}M@gWoGR2 zP<>p}+m+B9WKHs}ddyjf{M`4QnH<8SEUzpVVfGRfH)c7#SE&?ny>4GW=30Wb{gsyz z3&*2AT|uSIIXF}qCwnr@q5v(I-YUy5%SEwMABCHaW}(qfEri^cd1#vHS0*TfM`CQ> z4Vyn>=OaH>6!tDbymcy#-kPPz{3na&-6uS%I%0ER<3BvgOUl%B?k+?wqc^fcO$v}k zh}8$v3wbEzRF=OyDnitNrR%J|Qp6k%Ug=kqD5$PXyGnvt5P%?(d_TMK}2+J--5~m zBxJB>%T$398C6jBs`ox4q1?;-b*BG_Xt-wE#q(I**_u3-w^|8W9s6L$lqy1IV!FE| z9dHQmczAn$b1BkdI=KXLkdWMG_k|rVN$9ENd4nGZ$jB~lyVAZc65`=p?-uYTqGROB z?X05&G+D_T$dNwq=Frl79EUn9ZfAE%uZW!;gp(X`QA$+$6N~ zVur4@J_%VY4Aw7gC83_mxo5tDMC2&p8K+=Yg2YDyCJXKHh#Q31&Yvzsdfi$tw+-Tu zNN2vts$VIhAJ{y&X(th#L6@T5jSx`+?rvkoC=r>7j|3dtMMRqF-RqHIrRYxYlkysO zJmP8QHGZ*HfV%2_8Nap8L!ah2$0v^!p})y@RCj(UMUn?HpB_yjplcED_og)x&>ZQ7 zo`?+rd3#jsRQOwrR&U;SJR*!oYSTI?KeiO2%^&`xZ2pjgPF@+4FXAagHc~Ts1X3|l z@ZZvYOtlp87}f}d{3=C*Tua)e>ZND_0wsnf@#twMU%;gz9J=7T5Y)1mkF<3DGC+q=v$ZjUa>O5x=>cQ=&v(oUWu4vCuxdl9W>lQjZ|DYKCw?Na9R>Pw~heo{X zoT|@S_x)q>$6^kJKYq^Mf|D4bjv0TIx)ZG-rSA?#ne{WveTZ+6l z9h*3#LqPom4rx>FQeL&oXn3I;mjk(%7sGGXo{q?wFvW74j^WVK_OC->)~To=bc*Xsc|00_)2H+4 zL_AvCbL%-#I}rh{cdwCc4l*mR8vSmKLtj`=*3UKJko59vTh0%KDC?W9!{THfdZ78j zH^(p=HIT|83=gFvCu)1dg_&%$MM>GV>31P&YMmb`UCl>l@cjaz>$%9RG*=dIY2@ks2ZZLb=pf94VCog%a>WT1M_*4-f!StScD)A%#d z{phb1Po5Q_OP=RSTP{YTq-$?qou#^?AM%seOF81v_aXTbCC&^qlKOb9oi`P!+NN~w zAf}?NKe#?gVfyFOh_N5A$w2h)zYJ!sdLkmFJEwXw1L180zStHNAkW~z5dL-?x^Zdo zbX9vHlFgRr-C13Lf&;g8e(KCc)-pq0wYHh)&&`$l(*n8Z*O7@W)^yi`V=~!1j(`+=>X(({{Y%0R(-+s|(orwlbx{8cbbJ4MiAf}*Z z4(g4zJzI@(P(ABogCIT&=}b>AV|fBmE7o2}1Y`aE@>I0$Mh0SB;1jpU-q(98Hfu4{ z(3&J0UxGsl>Jj$55_UWh`E+qvTFeKaLK2eoFRUC7C6gtjyPI?>*lsTSi3Lnvx=w zhJ5e$*Y(Feo^zk;T-SY{M~S&R=m&M=_JI6o4qATi~^vdoYsRC@weTj_}`N*$?akVb1+4 zAW!}QmJgeYtcwc(Jy7+w1e-rB&kiMPk-bo6ers348%K<|?0zpx^T*#h>R;FD0EGXM z=nC)g2h-@k-%M&gSdpmUy`JKLC=1~<@sZ0Yv*(*V&Fl@w=yroD7H^RAM7qy=d4Tf< ze^BLZ4@B8DzBQF~26>^h;p1&r*aY=<_bLX$lEv)oS*Kv=5A&=kW0s4MITcUUbYDPCl9rcNTb972Vsz5j@F1Yjf7lk0s zFUxcFLj<&hD;kQLV(?|*h`Ul*4Eh$0wTb$%Sov|ys3s{I*LRvnihqoR{Mt7$ga6_& zcF8F8_@5_e^Z0dh-Y605g13@RIVEB1i^c03PbGq2+i;IC6pxX$yX#-5q@YKc)454K z6>Sf7ythmyL*2-#T_GeHsphj#k8 zO!NhuZJyT4!0$l20^ymb7`E8=eIh6eh0QsV9*?qdbtt1or#Tz5vfm#@W@dw3pw2mKmfPOAqXG>Taj889J)vYQ-(pazEwu{9ud?8k6_>zeJW7n3( zEQn|t@^hS@$b_tXDEmJUanmF8(H-F&Z09_eG9*aEsj`+spS@Etp#FX_Sv(P<$5{)x zE)%iP{$hGxc{ZE{UjJU&kc;ng0-QTKauK5unHaP_7u?rbI*%PLKxRI3V9wWaJT#QG zm<+84%c^jdO<)81YNOudTNNYcoa(T}_ayipJ{ZUMA_l%y;_rC$gOC-ef3x>h6j*#` zZ*4yG6hou+qOVH{*qJe@YP^XEr!;}ig-=%yegl9Wsw74aU;i6J~xS+cblk&3yf86px z7WsW*hB1$K!Y5_t{bI1LE+r^A7Q%TS*Fi1oVkq`qe>Is{2KCkBkT)oUUpM<*e)lrC z-|k*_yPy|6T{cOl|jEe(EZ}}a=aBAN$t z8gge&`l%nTh8b&6hEZ${)Q7KjRX(eO)&{#vg{$>&D11ZE=xxAXnTu0iRt<0q4B7u` zp$<;md80@C8S{N-*6Y2ghA}Jc=c5y~*m-rY{7_*Xl5I0Oi23!n|NQ&j+?)n*N0TS7 zS~OtbTtl?Ywg#B)>N(rp)d+dvLki-qO{l!`&!9Q033HVj=Uqk{VEewHj!m-xX(I;Z zogW)D9mJ{A)G(s*9l-y`9;e)o?N5i<61T{wBkmJB}Or&>$*$jGwmx^4HJj5l6` zO-FW8kbb4|vh80oOv`!v_^c`58G9FA)k{JDDeIxtH3}@G)|+@KQZXCdI?1k2h0i&~ z>ZBV~1Z*t+?}I26a*Lu`^J-Msos7ftT{H;JM<-|S(y&^3fb!-rBW9h1z9J2cIfU7v zgEZvIjV0Xdr@|{PC`Yc0iVWkvBV#30jI8)>%05HG7=LG@PB9H@iWTYWi)i>ZJ+!m6 zfQHG5w}->?X=pL<5w$%@gX@2_Tej|{;hLZ3HySeyGjiTcx#BcL>`zVnN24K8L}A)G zi-rdWC5l%38S#1vOLztiKJU`EselHPZCA(#*Qn6SZ}73npkl@NhQnzsD(=73u>2iF z#qZi0$%~y-JRDF^%VpqfyHj^CRGA7jJ(-~eF)H-=bvVKqJjEZcR@>l10h3)iwTG1g zxjPX(?So`IyiHTE_(evcwHdRt5C#5OISB#lD5&_ZZMpvq864p^@Bf z@!jMtE)FszoObDtvys8-x-fCfk_7!MpF)y08A^3DZXX^Bq+@v>E^np4%Y$^cQG)^% zRf?XG0R`3iQmo8z6dX0F+09W!LHq6ggfe?Z9z$z81Y0P0<6mYJ!pPg%ZEG%kk~G-N z@ChVdp&{XX$hymWXc*;Ly33W#;B{TiwB{`1oFjdxQQStm^j=WhC6$%axYCRQHBn90wP(MY3*y7Bwcr6-K9v&O)UZLXj{)4I?q-c0# zw66OX=%}%^xAp!@hxT0e-^VZLVCAUU=KGJ1IJ1qCPMvfd?=ecZ7^R_k#AoE8Dh*HV zMgJBYpkk>C|J2LLFqf}yqi0gV$7bBjH%>*5U;7XF1V)}td#kZ}Qn8#JDVZ}&!G^97 zlf@epTo;I#ezS$adsr{0Pyrdrf*R_wPbj!@twpC?lZqdUV|qKZsSt7GaQr7hMd&Rn z>2U=rQvXesxI7`_M~_MM?#O0@Na#pOR+6#cK07nXLP2-+we$1cR9I(3jxH=yAg=z& zHT^OLCY#>d9JL^$H{*y--FyoIdc&%C@|&Su9pruaR5NBpS&l8RlaZ^rU+dx`8DFdZ zRcs-V;n)=)u)m*4T(||ol6zzWC@mOzTz!ActQlX0 zul?+{Z35f$D7%(TGnm_33Ac)xVPQT}e=4mBZ_0WUd`~oiKlo!3Uupw3%NsuHSExs) zW3JJjq6P?#DmWEhuE$AL+aS7G9X4r6%digALdaS#VOX&i2YRUbV<&6jZ24JJak>^H zuiM(c=rvfgo+mpztHD%If%x);TI9U`Xqc>92X{fA5V6m-Xji6*^bFU){{G{0*?+5H zq7foHw7UlJ_a043bXH@8Ut#5Hb`^;Av3plVt6))ZoiI05iJLnH+Eg}FLGaKt6Ctq@ zpWG6{lv^v{=DBM)#Ige9==INaC(9AIU~0y!Q;yK?=ff%ir7+(!HMHDY%+M46M1goI z7X5GTc-UEr6EpcWB*ii$CWCGKNCnO}4Vi6vScxH1o}7;UN~k629&AjgMCh6vtHA3D zj5jjdh%r~mwfpW=$2{yj z^k^As+l`vsIIlTb6}Ku!4<51Po-BJb)G2z?WCJpL{T zXQ-~Kypkz+nXLY%_V z!|!xd>Ad9=>^XWymwh=7L_3xbSpo@oMQM?d_KHW<=7MoWVl4QpW@wEmu{avY9NiTa zi|0}e84~Z~!Q5$7b9y2LE{loQy9QGjy0Tw*8Iug2XYNXxp~)z4Wh)JsO#*NB^+$_& zDX_Wnw)|0A3RasMPdi#9BY9cL<+E`ztTF_X+C1YCw)~iOA|(MTDY5~XR%tLh%)fWX zkt{ed4dpjTW`SELibuxrDK_Mfv(YD#vG10$VBu0Gw&XY3-xAKo9gp*xY*(|v_e?=i zr)p#46I2TzvHfSu4>=-MlC|RQ?#P6~dAZbrwIuNE&HMA=V>}$o{53rCvxMsxxqdFNAjCbD2k9V(Ku%78bOGv9?L13wBCjf@ks@Uo8PAja@v*}NNbG|U)0 z^^nWX@n+!GZ}FY$^wJQZm;CjTPde_|N}SmBB?EzODT^GgnK1MpH0pNA#-6cJOQR+N zE)H>ZZ%NOA{uQ;C``w8+BIr9eXpoEdLnIs3s9eO(sZoSJF#OGvf%-4G`LNSXHz<@V z#DBT2J)XivShzp6n~kpsN23<4l(rXv+QPJM7gr$^yV=T{xeM@&cI2&~TOOni2;37q znhVp)Pj8d6bKx30oHyE*i?`gWKMxq@LZ2xo@sSb{pX%>DkPRf@_owo}54#9>8TIjn z>eg)3R7Y*rIG=^JnmswC$(cwki%wg*p9zZvi#)+CS&;M6rSMc`z!?SuJJw~O@cv!J z`wU-`zBI#9#*_rtwN~cXolkHhOm(SlH5TWtRO)e>#A301$}#M1EM~^Su9Y%;yXh_` zCM(leY?;Ya`kWUHn>b<7SDT|?I;i_=zji2;+8%oj(C@?3D_`{4CNK2)mX%BIbwS3; zfZ9-r88nz=*HlK#q0xI1ULB`FKAK&`Hf8|-p!h#Y4S>I3XhYlYv!t)*+Id9NZ#8H3aaFWy#E1fVFPKt^P^LB9#CvgfZ`OBY< zAeF6CF`3#ENm4rU-^KFmXp+W8oj(+XSd!7LkKYQbVo9Eg*S*8_;z@O0PsFb*Jt6rn z>Tsx9Cy-u91)u4?oj@|*nz%pl{u5H&#)gFs-vpA)1!D8X-~^JOrhNbSoJ$V@P+D$KMBA#gNQ&o8S)cZ&;2inCC;`jiW4#7|F9z|4tMRvPr}V;&>kec?sl=uGlA>+n3O>PWKu zGeFr9bb(|!owMoJlsTqO#aU^|--MJlae&>)1xDgG{8-mqaX=!iK2y^brtHUmHlFc@ zVx~(>vReQMVn_4N&H1BlS9(Jm;Xb15yzji|4uZ)1Q{s~FBb2SpF`pEVKwgKkSk6EM zqFyL(sJI)AkmZRw&VMmDq&4DK9rs znbDs*)Ly9TW`UV7b82cl3+A@pd98&BxM}E_I7i8WNT2SI^9T_x0(UPzJeP-wk}`BF z=ffaU&02XlAAIdf0^a-2iZ3pY?&@`bEG4j&vods$ zslYexu>_aD<#^B~y(!^qF-n>wZUkB9VPSV&8oLV-ei;2FSe*;4wS6AkY57=-3y|## zDuVBZw+i9UixFkxeq|uM3_|?|Dh^l6@kl#Lck)Up{6o@T$(a>nm2g0MTV4^i7^sve zrxqi|X>fd9d@;fV@;Nl8OJF0nuYTF30@D`y?{A4z;v!+gs~nU=*D0*YD7p++X0|2^ zsFWk5qHnIjWcntkk zoA1O|0qe(8#0Lr$2v6m4?S0PRH>t9Nqq7n`7f-0g^Hf1bL5uL>Mis=^JOlC{R)LG@ zWQ1IK6@;E{V|v+L2~$^zO6KpCaCF%Gp<22c-iGa&gpz6miNw8FHL6CIWcvlDp=xZ| zdaQ6=PBp#`buQoLuZI1-DC5I(Rj}lZVKYx*jB~6|_xseK@199myLl~&cb3Xnnbl&e zh_KF@WG(o&$h4>bsKLXffk3|}H7K=lsPj>(!DZ&Rws#e4kg+`SbVRcjw>F&kQ+}=v zl`TtV1%7py8|E=-JXDV&17@4EO!c4+8ypS)QwMoHb^hQVb+BQjd?&}&p~d9P$@~L# z@Yj%9Y~NQ0&Yn{O>yFif&*T55y8+s<1K-ZCYs9hYkqe0-jhNx()g|6-#GYAuDzAGZ z93R#VFxxlcvC{li`ld##7ujTHe61=y1uZw@#s8iRstJe~A>xTFXD4 zD5K!S#(}Y23_rf^r^xmASPF=8i#wibQy}_4MTlLC0;@i!-doFLD7dMcbB>ZRKg7*s zcaZ|c>i(eFEmTPVO5^_pm-7ui3&@m0#9f-Qlp!2 zB%X#J{IBc7J!ud&*X>`sOaourA$sQ?8oY-c`m9-Ln1WTNZ9f&^JUT_byJ=|1DcbR7 znTDpioBtJS(^2=;HTtv#9p0t38t$=ltW28ZXkDg5+{WyqnK&Ia+|@bdpJ=e@d=R1k zoQBb@+gE>9&=~&o(98DsG%QA2m~%g*V{{?cx`{-`F#C*`dkY;|#~pTGUZz9VMN8{T zBON_#5xO$zbgSwSqTwcTI-N&8sGWt zOo!O>FRL27tyn0QBn94T#Zhj5$+I@CD31yhV1Lkx=qqEN=WevZGunNdCRZyO7Um-= zM(B8^pjYuakPiLYkx+jH2JZb~PO?LE@Xi-Y{Ly55-{`yA$njRJ`1*u2X|y6CdmQ;_ z1#3R{Rl`q=b&FXSmwo6^5IrgGc9o9SSNxAJvD2ZBhSKCT8r*8$PYIdRVQToGsrC&W z(z$G+Gi`J%Ae&zKj1JAFc-g>KI)aSm3DS@0kh^yA^d=KJ(o*I&@(R(>t}?Up%3B(? z#ClyDDW)NCuijZg5e*9^2S(Q$(!tzdd+Gy&Z{kGQRr6swT7=x}q!{>}TW1HC2N}4$ z$)<@xVFKfe{*7mx}tx88m1v@>FPR(c$B_abC@fp%07S zE!RC6_zE`b9b({jMnkKT2IIVSY{6ZhX$T5j&-FHi2JY#4R+}3%yklXxA+dvo7yrGz z5|&4W`d(Xd$$lCRMvQQF`_T~Nn7YQ4NP|?f-7-Hz&lfn@n}vO7*lCzJD}R*+&T5M(`zYNb)}&FNyB~Z z2nrg$7>mfuQ1L3@P{T24M%|=F60whp-szPINKwJAviZE-5(VANng`88DG-@WGm^BU zz>Hce@pl6SHe*7&&s3A4OPOVEy+uLQBXdW`ehQ4Tj&kYrQDFF1u8Z$E1rgPtWmi&= z-7wzu-unOl7gvua?x5g7bU};DFEZSRt*R>u$T-wmuFB$0hAOq_+90FvBph*`(JZ9E zly>Zn2?M`>wZac!8U+&uW&6@|Dacztl60NOh@ETKo?M_HLxSMHpM`;wInnC%Co)R6 z&v;y9^gZe`W(&1+MxV2Mvu&>^75^Dpre9O0f=LxQHBjMAoOxTSb|W@mmYyo)l7)fnR( z<_|cM@3taQ=H5*qk5&w{9?PIlGy2HaL+dY4o*~&P<F!+5_)r^Cx+bJQM7F_{M>bgabQ|bHZPLHrJ;Nh<(9aDY+whS8b<%~( zc1#+^_ZYlyN5z-zdn^PyVDj>eV}fx9PA`|{yt>^1d*y_){W=}k?4*C!VSNW&-YpF< zueQT-|3JswNIOP!UPk;^)PcT!*^{i=ozRRm(Ra4!gph-${cvI@tZBbHCM!Gf@f|TD zCbAO=$7N@~>ve)Al&EJH(upND)(}_5x>2v`V;9Jss8aGuxpcP+#g3Q%xTSW1J=RZ@ zt+5L+mN)H_e|O=ptz;o@T^BB7-Q@b?)&-ei!x{D+UGNnVb|Wu!f^d7ZC83Y^ua@xT;1q*QWZJC*$of<@^hvOT@Z{v_B{Pj7sOX+pP%gOg5m+! zJ`>h1%-V}?SIF&zot;g%?afZSICt`^qC^)Y-2ZOj2NlwI2Qv``75>}B7wm#u6eTgsBkGBcKjiG?-t(Mu&w0*sqeKoFZwP8Y{IdET(aRcOaB9cL!tQ$H z{*E!z_pis!^F{Z)73;D8zEtNxrU36 z!0W-6hS@0sjJHY-%l#+7q7t3#vUUMtO+*DjcLeZ1*smUCE`U>${$SldKF;S3wR>go zaYlE?(?jR@coR4#(>jBXuMxyL)w_J;i}s(Mu|R&jvnKG`fkogX23hI*R?!Uw-`^GevgOcM?HPUjd?irHqw8~1P=@T`~1%A z8XsSFtlh1$m=BfFQd3FVw)4+a-}=YH-iE2+-Pd_2NJ-p0b2bn2J|2v4E~apxWM^mf zRtjzNy4mM%Q}9pya?e?nhr_zp2f~7QaL5%E6*J;Nc8~N_uQ(59^v7qJ7g1O>w@~`$ z77E7losrpG5+@sSf@^b04Bb_~O!SZln|6OJRF^_%N0Xk^HVXA!ZrihI%MQp%8tNsX zvv^}%R{@Efs5{z16I|TBFfSyH!$tXOrOklHHH3tm+$$#oMIXJfX=63(%-#G3s0-X_}HnWW|cYwXQ)5)Q?J8~NxylQrR(tN)NFODd3Crc zKG7~VUJJ`C8TGqlEjF%lT9I(777CJ_=f72Ip-4(?tjei@luF}*Zx3pav3ZI3iLM&_ z`s_b${;&o==1or#zg>gnIvro@ylN2JVQ;z8qz0$_;$9ZZ*5HtS#gXV+1P+W?RpnFF zpuYP{DkoKAtS0T9zA%A#*m+=E4uREK;(^O02<$pR6^J~nhBYI0lGRfM+vlsV7z9

@UN##+vKe~!PP36PdLeT|@>4i>RKGR2`xH<5vVIKNvtjbVeFXQ|XmoSxQFmwK z#n2|Bo+nRnMm}TB+a>gVAKh-E{`3Ja8m+QeQd7Gmu-iW3%P@K5$*{EaDt*zRtbo%DJz_4w!`dVhfVU|!am zGMs&-dBZe~g~qkN&X;sBVcLFBWw8Pim)G!~-?_^CW_P$B7B31`X}Qh57e0OKPh?gm1?XI@_Om zk%7LGytn$VN>NtU{J`{TDNY24cs|K4g*7iP>irM{AD36Oy^~`iZ(-G<`F#xh__K@n zb%X)V7LymOKn5He{~evXoPnif^2^F=N}(}iw8S;06yZuFwo@Ul_P46Q{P;i;3yc`@it6F~L5f<6dLPgkD&v^3h%f%wMj*K6#jd-M#WI zXMUFA&GOd;vu>BdEhW%ZM7tC`iRb|R#q@n{Q!nEmFtCuN5SFUNMBj-BbBz}aSWxa; z$tDKsmh8GRn#Mrnvtirm+Zd>RWF2w3qZE0sPV0$!m!d=|ca&>d3Wize!Jn}Ve3zdy z{;i4uD%ER#=u-yfcxA^b(fNIBTy(OC#lYNhhiC%^15FDbiMj;QIK~}4-RQV&eq~|K zrQ=pP=g?mTZ~FZ4rl*XJOemauAocwMowwuNaxUkXFdBW8qPva>U4OBx1rrQdmKAj+ zjWZBGGrU6T4((ssu@$!x8DPI)Z(bPBz}p|T!Fk$+hqKw~qnF_V`_~dl+cn(ETrj z$AptaM5+{vh02v`+R3FX)c)?1Rw`zpo=A5-;>SX+=DOBCZx-Gpn=&;`Sr}1^>$PPu zvEI0LgZWA(QYRK)47lE}=TT9DiR-8wj{thNJq&qE~MzL*s`ip&F4g==4;^ zUvy^Sp01{n&#yAPHaR`EGo&0g@>N|8rR6BzxzcE2UIo}qF6TB%({_tzpQ~gAo^zaM z7Uh-0Q1-M|kXt!Au8suG=qkhSzr5b5H)U9T<_f2UssJgTGT-@k1(Xi=N%jv{V3@g3 zUgK*8e%MG_=zXlf$2HHxQhh4nbZMP(&%8>+42D!3l&Zv$3Tm%gdj%#6zi_stRib#W za?8BZRftR)xuyPoaFSf~pE?xlg-lFe!$E&gUlY_h(6Me* zWvOuRMFwGI&2`wY#wE+Vqz;=?&Q~fG)uGT{PWs2AIy~!3CD$J1Ai>4FVIj%Eu-D@| zN(;Hrf5+PTL7R)~e~!pDujiu0=loU{n}cvs2Nlae4ytxV6r`qd@abQnU7`;MVh%-z zmX~s1Up1%3Dv66y@36ppaT4K&r%%@sBcbvlbdn7ckFPe>6mBQ+vOn(jgAZJ!eu_Vr zOwSq9zex3jgmZBzzF?x_5*J}fZ;!}_aA7#E|4iiyi8K$%_h&zlD9f*Hd-0w`qHbV- zk^+Ui(|Xswc9D>^)O{?RO(JrBA-l<#ME=+xA6Fw1f~B`I=Npo6Y(By((kD@S)91o9 zO$txM^-PxRrLc3ihqg#Kg$3q$y7xmV6dK+!`KC@m%3}KBl-U%9Uzgh%%%Wgl{<%`= z8HphL6ijX_ti>u9*s~C40qt%Zwi+DXU|h*co00fpeM?r@4s-#)jg4- z`6z1g*H!xY#>8MNdcIR)N$p#*nSyCYT@z;kg>wnnN}8YOeSPY$_E_=Y9;8+)bb*Ja zX`8n`J;%e(@NWVSOCC~&PrL0G<{>cExH9?!g-v1RF246E%+Gx`@G*o!=hiXpU)dCb zB@WFUIKhL#e^Dih3?4q&&w26u1$~e7=kbVU9=@Gpyxd#F!)Mp#;JwZ~M6t~l#%l54 zGyg@i@p>NJ_foELeo#2}z*cdQ0}m#(o=G14JlO5A`6<=MgJql1{sGP!pD!)V`t_U^TA#5XX}AjJ~9@4W$rk@$5ix-V{UW#(Ehde!Z+G)^DRG@7C+~K z|KQ2Rtb9JE$uCV_ts;Qzb~pR)%Cwc5&MR9fK+~u9e@cY~C`@@7w1~sUKM@fNK@e>( z6xa}Ye0Xjki?^)c{u%R%Q!e7?Xm!~9^dPPdQ55plzclH}TwyU1&S3fDhobXn0NgCIuirTmt zNdm;_d^T!Jp!HVy>28<#0zmeKZ$>MvnKYg z6CXMk-RuYn0eC^jwv^7H_1ll`B@fL6*lm!p>@$t4!~A%~?s`6|FH@4@W_)BnFbdZA z%){SdXW@;FJh0h3;WhhtP@YWRv0a>xuA3XT8W{6&{IAKuv5S28uRlST@sXa7>Mr*)M@w%OSPTGt&r=asmM z)?3$S?s%_9@StyDXZg&Zhh_s$wRAsPhdE>o+Jgt(*Iy(m-cxW`XCBa2OX2W+?YI-& z6g(F;j^>=?VN4|;=K3|d9$${=pS{Y%SGW9A5v4rLG!tA>K1#>q*z|Lm?G#)}svh-~ zQ+V(5+3u(!g|S()ua8cV5Kk?-67E64s$e^#dmRslZmg~{ZJ`jbXz)&G35E5ax{ot8 zczC!|d?{-+U1zV=cOP`2@Wwi8Vc8!N%=glzihd;Sy`89D=u1NPiBaM&848Q_hp$-| zP;guBep1eXLPe!)+toc3UI!ica@35%q!yE~l%Q~-?f09(FC1!u~NnB>Xn|c2qi7&3ljP>aLX83z$)%I}`5iO76PamO> za7tDy>_1v>M#ncEX{Y&M!K;LouSq0_q|LOX`Qc&7G$#Wu67e&{tDm%zm}VW~+y9-! z5gX6)2O4xd`UN50%{2bJnPXbTBpk%-;$ORx;LhV$m(u!Gko4Vdw1bN+o$s5=jJPOV z+j`0254~=-Ot7GJ@us{N2iE43xH|E6&Lpj?nGa1KG(Vtu<;@boUNaJAOPG7M+0yv7 z`pPaaB{9{zT7y}_g`~Uj$Ah|Di2pOHKkQEP5+_*tz%wpvi=VFiPnkY9s$BSYkc(Uk z5#@maE`EQW%uL=%!nj$@ptO$*dl^A{1+Blk_wN@Eruo!Z=-RrR09p?Zltg9k;UejR zx4&r)7mmm7&zHN$#n7I1-sQJk7_3p)wzZQ!C#KC1rE$GBOqRN0$OXgxo-BJ67gdEy zi`9!b@Yi5;w(jC$jf7de*BvhAqB74onG2Z(?$zIDR(J_ifZy?U?Ka?rJ9$ol;TE(DHC5D~@2Ev16Qg{{-IlY_#nHHW>8 z>G)iVbi5tNMP911_mXrjmOI9ImQ`}G-!Zys)R)E;I>7v-MBg`M73)yXL0Vb=Im1nK zoQfMi%-_htgOt^a%x==_<@@a-=zNgH;$nq#K1_Bs+8f>C!kzuMQZ0^)ny{#k<9|80 zto?0qT{Z`SrPiS%QXKquX3%1Bc^!P6=dY@1twVFYt*ul#2iP%@FRIDKhtcWnW4;KxoO1huvJSbD%8t*;182{aVHC>Slg{p?y5;_kzJ{KNU>fs>5 zHZ%NLIDPMjoiCXjA+au9VsHHj7ZWnG-SX%>)KpHqUs=w@C;rJ)5pOR1iso~>PI1w5 zezw=D?_3xS?5{jR*To&zG6E$Mnc zCm}XbNzY?Vmy~-C(R0}CXz^SBhDe+Xwl+91NMg>b@yA|tJ&)e4-{-rBgp1f?#oK4; zIZJ%UcKk1zt3YkmB-y`o_9#Cxi}jl$l6pI3uhDcHKk6%V>m2)ez&sgUkZ zXCDqsI2@*65IFs|>wF6J-HF})pDFxj^*H~sDUa4U+g5Bb;lZy!+(yKh2UF3hV-uo0 zyv~>@@6}I1=J~#%nlO6)dSDfL!-T>_$e>=TIECL$;=_)06nF|RUp7opxR>Mn%yByp zQWrQG)G3-@gho#2{i8rR#17nKQ;5zCJ)-DK;Y1_#V`Mw+w{PwJJ?}`&PE@J7QbWSp zL&MRB=95*w{TZ)mJeT!W8cosjS{+Yv$4#17f>N&!tfzTJ*uf~gk;e1Q)Y)>@2#K>C zhT)D^^!Wq>_5n{40WZ=7`#eYpukByKUPqxdTk#Q_o{LkZg!`Ll9+^pr?f*^Z;oVEM zsqruW&R21{jeaWqJ!vz{Ma&YoC}_#M6+rhT*V(Lw zwUZpQZuU90@;2SCzOOcHYvN*-^PQtdX=^C8;N*1Ls`{mnDRjNRkp8obag>XX!3#w> zT^x+%$Erkza!@@rGf8e8-QNo5il+Up!}}Di{7boXeQ(dn^6TYbOWMKmhJFtGj*EG` zjOAeHS;w|XUAq5W&wKub)cB~xfOU2yMzoMsDNRDcdzYhySbKySXIz;0o3!%gYh?!B>bIErOk?0~Or^}|!cv@8$n6im zSOP=F@Gt4}rMOcskt2Jh6n499?R30Kv2t#n4M~$QF~w*|!m80+ed{j|RbrRiNNc}Y*8DI}d1 zzWWJ1PkPmd4Lm}P+>)p6p@qm>7U=hC)kDnNl1z(Xp zkrTdc{yAtWERhReaSvl$S*o-lQ)qFFKutgpRuggAX(Dj@W*|?@%TVEt4sj{`oGvvR`c*?McPT(%cQ_ z!&2ZQlf&5_l#J{!1(%<`DM%i%idJn-#j?Z2mT?WK7%UqOQRStgy5pJCG=~(N{@fp8 zVUvuWZTq-GR*CTXK9YUODjtW~W8E>V+xYb*&((Tv9IlLytr9*Gk2=M{mxnSFu(|E7 zuW3pGzU9xXI3AyXgNjq*8r$NbX>)DBQ8ViVJH}jde{l&K~S|ZO5ZXs0FmUJj6T&6l>cbhbIK?Zi8s67AJB<} z>K?J4vWPHjPPA$W(+Gw4x{~|S&B5TLCam4|E&$(;9hh-u$Pt2>buq< zZjk!1{6lB9A9`MJ3QAi7G2PF;`fW`hL`60gjy(=U`dY{8@ALfNc1wP?^D_^mT(UG! z>vn)bHEY999~*q=aAQMJoo1^ z>x^qq9ZhyDFn2-QmUVZJY1<)I=99d?vjwKb=_k&XGsLujK0m42f$G8jC+9wYifwVHx4W}kAu~N5`-Pm*_|s4}%Jw{BAD`{coNbP2F09<1ui8YB z<9N+YtNldL*AuU&Hk?D|S`878#ZF*fza#YWqa${n%TC#z;RuDCOA0+~!c808rha)#-)Jw)f`QI$*A?FsdBmKu__PDJ6gCC6UO^&s5#3N3lU z@FGMt+BaQobs|*vnmnBT&W3PXnW(=)-Il0%8nZFi&6fD?U}zLX*b?It8#?YpITP(4 zyDLXGdlCk_icd>*dlTUqE%h^M0*Mtjy__7RuM>N|mXZ@MJc;pPTlsDm7osF?)MW1+ z7eY@h`O(~MPDF`%QncrJCn9r5jz9O77h#(x+u*+0m(W?;d01|3An{mF({#u`h$uP5 z)-`%@ohUCeDGfO2P3+sR)g|}Cm2k6u=2fELNzAfleEYuLjri4dCVushH!(Bk!|DZ8 zAYo!ul^Y{}ooMP*%BcGgN`wyU*u-du6Tw~kd{V{32&erA&5F(ZiC#NQqz?NK3~$x+ z=p=uFfBD0DizkyH@2SM1O_4VKy*VQdp@dJsGBeHYP=YJDbnjY52;t^&rpbmELX3tld(*ifj40{t$=aM7L5z%d zEpFDnNem|0OE!+h5Ff4oi0hl*Bu4VP*Z=bfBfbZ3Q5fGFN-Vo`I9U5!C~>4guhqdV zlo*|nk@B7lBUCS3>0k6;7{LzsHS=uF4Pw+kaJA&Gn?(G<_e(|2#1bY$VFzb--5?g6 z$X49GC7iH3WB)StIUSdF@1Dh0*9rdqwW4!ILI^*Bs^cHyFv2AEf%3*vVZ?#W7yq@X z+#t+_=3QT;dxIc1vCE4TV~ODJ_rKkt%`fXedfh4f{0O7>f5ZoAfmi= zL-^UzAfm`#vA@_Xm{_*x_2i?sp~U|H009603|DtJ7H$-k7LjCy$|z-oC`8hWN7{+1XVTxhWPL{n-s0ibEm&n-A@WY48=>Q-3)#2sIzy9+OuOK-=u?!}=3J zSX|G(ysIk&+cJ|EIc`T__l9fFe@;b0h@rVVv>_HuTcrwWU&O-6DZ*S_G87(6_OV^#r=Gah_)y0^uHjaZ_-OF>_-=i_`#HiQV zKMvvZ{6`BD;-Gav`9BfKaP;>6+JF5J70M%TH$OW?MJ}7dcf+9&_)~wCu2TvFzbs8m zBQ_kWx2+%T6NthvPe8nJX$-nG^i;1k$6z|cfpz#y6dEeDntogk#Y0)^`7eu9JlXSV zN`Re)z4?g@VS~X4-&d1$c0LSc+QzF=bt0fpWcs+rJOXUaI=PNAG4TH@yJ>z+G-?W0 z9cSbVgVLyXF8@U;_Kw|=6@N&>BPCw$_;@NFpRzDX|4M`2rRI(uK4EA;)$TW4;aCzk zQsfefL?1cxrerz>Tz@eElq26l!$Q&On@;?J_;tTt za!550e@15X&)NrK+-qq2yDlmYR6qW6Zbt|LgVxGl@(M-d)hl^ZtPyY%f0cZP9)*_@ zM<0K5kHpXop}(@KG(5Nal9b8tJms6`QvC9R|}2F_!0tk zt`mED=R)AVTt*wx3d4+=^3Z=mQK%H9OoZ$Wg_9-i0L?cTRlDTacO?a)LHqZe@W5()Lh)26 zIw=1%3lCCpWs0HVz=mM#*W%sbv^^N&L#O?+WrCsgqQlU6V<-wQtL2Ycg&|X5>e%G{ za7-J7x%?LwjVG+L+S>h_emH%v;8i>Xm{Xl|V56V%we1vXL@!+e*}_kMkn`VQNi$^a;;=}G8Co5ITC+P1;C|t>!+Vx9`K;E z#ND@c$Bbqjmu$28*~W~D{H~JzH-B8vb)jeQu(~N6e^rHx51OJW z!FEw-w*d|v`n#95{X9I=k2DF%UP8q71;-Bc!h!?Ww==5#>ave9FH$P)3zxeG1f zj@ZN(e)i%&7vyfU*QeIFBU0%@6)iv?s>|Iam-cFr_|6TheaDQ+)n(D$j(WzVxOY0n zujVuv=y)Jun?G|nd`bOqDc@=QIFTIX$z%aW`^viMH_rHaJSWY0vkQ(|$r#2xI82W3 zI=th?erxi1F;)ETuoW3oPF(Zxq#hC3X?uM8#Z%LyA)> zu3WV~Li&F7<-XdhPE;x0gnvo^6bawN?_W<~sk-gIA7|{4{+T2Dyr(7N^acjMJg_1{ ziAruPckRh1N>}gjd3(auAz}N9-JX=M4G(($$c{`V+_>zcXh|4UpQ~iH?j#oro*CWW zriOPXWmw!34dLzLo3%dd2)4*5HQt-EA(VX1hQ|loh)&w*YL(4y#L%D8d4J56l+ljM z@Evs`RUJP(?J3qouUaVR{Yz6)U@T?TnJ$Biw`IL1nD=AW^VZkK<+H>%b?S@mM;GFk zkr&Hy#+@wH`NaS5_9o}=T2~k7dlPamcwM}NH@WmcM@W2&3u*r_$l{UiK-@?OUEq`h zdHv*_e)`e{BGRSM&T+|$Tz3(6nMv>`DZRt${+Ij-(|VnX54U{C?$$qL_8vau#F=cp zjsj1T%VeOlR>_rE`TTd_?I%alzTJbeaN{hQ%#1fEe(XYQKWlFPPu`EL&d+Cc-Q-86 z$4{zT=>P+G(vw|P`FOfQ`s(qf0 z4XO3l>nxJ^nHa1f3abzs7;8;x~Yeyqx-cL~p`)%>DD$77(pmJ4uU7{b+)nUn(;PWK$ajK`H zwA~52$o1Z_Ko`;`XEd6<6A1(5t7s;{bwX+&Np&A=~}M&_rQMAXA+WKURp zp7k~=k>>nWHc;nJ!p-{4mQpB$<2DD^!>6u5{cq^Aj~hmEDn&$~r@Y|F<=9!%hn#Vd$bTTkTBPe+4oIU2-PfDjV+iZF45=Tf|zP zhg>4;28@;p4F*JSsAg!*#lu9W((_Cv)dc6+#VG4LEm3gtxk9OnE>c{rpL=SaBSINH z(##I_gw-cwM18wGk(rq8Nb0sD0|iHwb&Iu##WRlIrMbeSp)l82clbQE9t}=r^0$Hb zaFx#=MK>^%vX#_<1Laa49Oay(kCi>hJ^k{I?wbOAr@sfgET4P zn4OPS6?|rbOto;HMJaona5FPyzUB_*W>HtST6auiR={DuDHLyni#|=$A!6n7Z0`2j zM6)OT+(9`l5^TKYf&~#IokCF(l>HZQX<}?sf36L9r9O9g=((YzyCn*MR_i_Y8wc5$YOjZ!C(d)+K@klzXg@vlO9 z?XA%Ls6ecv$_h>4ua>fYyF>Hqo6z5}7oqC26mc#0FoKuP%Uhk?K^U51iP#%sq9e3Q z)LGe>@V=)$kQ6$Ku3(AiXIpJ?fqy`2Dc=ENUV^(~^gUqp^Z6xZPH&{m&c~lVWe1D& zhSe(5VhHBYO%rXB!gT!jX^B^QL{*ko=xy14=n2P_i0~<3wD+3aM6n*s#??7(9WFvW zK0Tsh?h0;O9iaxn6<6Dp=e@ZM!Mmy`TXDT6G4eMHq%s;4#UAzvYx*%#Ypuw~I_Khsiixh zJz36TZs@H#s=EKU8VR;sWY0|#f!M<1-TPy;A(N-&RNi8V z-1JY6|DCo+do!QE=7=N41dddx%U!{!`W@GwPxQc)_w%D1-&vx`JnCm2WJ2^rj(1!g zIzt#V1N+%!g^234sqgF^hH#NluVinvffm2M(y=oRV6~Lqmmu$f0roZHYBI)P3L6*u zTV_bwD}A*En$DAg*BakW?>0nJ8t3cGa5-=Nz<&iH>vmkAqr7m6>~LeV`f~&3#Pn%ow6Q zB3CU|&>Sw?>Y8R99kAWlHzVYW7xvUC&KTbD#gwYm7JCCKf(KJBr?|Kv`1e|cbL=MY zwtHs1TwsFEj#p=QPFh0ezWk##U5;@0{+Uf?F;dqO z2<^k>CaRlh*kvNu_v|VK5=Kor^7=L?QkHvOBjb#lw6l4s0nV5!>AY$e>4xuPp3H{V zd?9)5lS z*zB?wB(D4?tG3Po2@)Sep18ST%G^M7b*dZ2e=<~X!wq)--iL3C^nlV)AIj`0Z?p=B zK3Kgc7)&3MNTFEztD$-eATf!kV z#w2^}aU?jN)hRw{h=o;?%1qabSX2rtc=%af#n2z6AMfU3p{n!q`oZ1^6j_u@N2Q13 z7NQoS@gEczE3Ta*dozgm?PPRY9g} zaMI|?blH3jG3~rO#Tye4s_-?YC@L0QCwJ7UkH&#L^=ydz-#9cib?RL>n}Cd66a9G% zi7?tE+_COnB7_5~w>9Qn$LQftH8O@t&?IxYGIh4l?$b4l>TwTPja2STqm3aoUvBC|vz}t0DXW?`@dddTjn$Rkaxn{T&K zRmrNq-Z>rJ`=&T5uBE|sTk6k)x6%-+BxOqGO*#jzw@!a3^d$SNTTe{ z#D0~$)VTw6lz!`BH0Yz_KuhCx_CY#am?AcF>trH7_@`=`dj>jR6dK3{WT0_llyrA^ z23#bbrUbZU;z_-@^&U1lZobr!`fEi;Lz_;7=lU!}=iJViG0g(U-Hs{;S2|QHZRR;I z-$pg>(qzF3j~xaL_p}aWAnEh1x8IIstmKvS#khk^j|Z{a9LmCw;;$~-Rdk5HpP4g~xQ#=qdgg7{GO)yQUCAgt0~Q87FJI?nz}K3$ z*Kp=GZv2tI&f-MJL$+zf+7>z-B~72Q*=NBfZJ)~QhHUUWl@+V&ro-3yaEEOe9oE}7 zi2hKbL%oX5m3)|v#Ge=T?LR_C1y|d$aLlvqj$8SJ{Yi z+8X}EBL~ILo-Qz{WMj?C&&nd%S#YHg2JT;3`0|JPPh%kqH?tUIW>02g*go~k8r2-Q zX!2{a$>xIb{KBp9o?P7i>dF!Co(GLaX155hJRECkp-!vjBDXQWz2Zy`Vx^=;BJZRhdij~)|&2lk`J!x%F`EZ@2vPB=8|T;0t~yJkXKPI z#0#^*U9n6B*rss#I?s+faA;^BFBZ9jRx^QVUeP;{K0f`1!chQPrkzaXVgV#1w%Pwm zDFoZ06r%!a5td*0w`O0u3)Wn%%ImdvAsxzkcs#Qh2bUMGsJPt)L!|GazJww$jNV>5 z`MC&ldxbm9z82vHJ)v=L*Ik%*Y3|-yRSYgl!l_HAN-#Gp@yTYa1o73aZJc4HSmbBa zxaDvUCw**AX{wcC$Ayx1Wvdb#kst@R*_9ywPQ_Z|Ri$v)Jn^znuN1w>t>b-}rRcNX z`_i%d9{AZ@xE;=wA$CJ|*8^%93VNy!dHyVelS1q_%kDDJLVq^A{O=yd-el9bZ{I`v zw>Kt~$$Kc6TmQb}NEtfwIsY16E`!*1qqpb!%TTA&{JmvOIe7MP-8kV{4#xSg?NKe| z*s#m%E1j(ZNo*W%l=hdSu{3(*DZLER{H89IlVvE%HowX@U556AM?*nB%J9khwub^K zhuyQk{`E2C=&7Ms2~?Kj!rAKE9v{l_$1G;%W8Vtq_$;KLU5+&(?VEkY%Hi>=&h)cH zIp`<(W*5%MWdW7-1Z8;A7dnvJCUk(%6ZevS_avWTjv}2^E934tQg4&wH z4NhI<_;SRku86k+>(AF&7T8oEG2o7xZCM4*zU8{v|F;6A9GAM8k5|I{^DT{Ai4|a+ z$?&&wszCaqEe0{pD>dG%>q}Av%x#RSDi|w~rqnqVsa1(&CHMU9_myC}uhF`wUWIyH z7P+eDRq$@w%lXix8cr`asmU8u<9pii`<$ZHI60^jwV+-N$)16_*@MxqbPZI+ODXDYHE`R{lr^hyA1uQ0$*&&Yhj;3)@1Kimv1}OeBPp#Gk6&u<99Y3* zXo+d$MlEP(n1q&`9^i)LRl5)W9zfoQQSos>9cC%@a!b@YxZXQ+n+Vn;vwvA{?VEZW z>sLM!AKZY`7o&Y#{Tq<_e5qQZtN|U?*{bQu4KQV@b_xIR5D!cqXo-D)h`vmPZPiMR z*ql`<^C7Sif^)A~vDvgV)iTW+=Ruo<1+_uHbM5-FJ(#F zCWH@vwt6+u1TlJoP3gvFjAfXQD(q;6)_rH+am8l%E4-a{)o(^XRP3sV{FxS|PaEeoxz*M{wZUYGfe#2>sM|m3B{C&?S|)t}~?tEcDG1r`=l+ z@Ud}bDy#*Cd~Ok}`7Ky>A1uBe*n(`Q&U+0BEihm8t$MMv1$+3v=Uer)AT>+vuq|^7 z9ChEhE2K7~=8(wR&*{x5=^nV?@6im|f;ej}-)6KMw>uRbYsLZ2e_g>s%{X>o@on7- zei}4)LHblP{;U7@BS)|qzDl3t*84TVO8Lk*dj~MxLfK1=1)jgSX`2`ad|;Siy2Z27 z-<15}9JLWvE}F$EnvL+k!sKGs-iYYyC4-}<8&P!4O*pUZA!MAk1`72x;K0GYYB7!m z?3l1y>S?b>Q{|>dA|dq%Y2K-lN3X|wfxI`?JL+M`{ONI$Z5^hjZp(E_)Ip?H=ku@9 z2e?OhVs^Od0qQL!RU6`J5%Jmb`((>~XzSa^b9&v!7n=uO&lvARWgWeuB%%hn9>aYj zjx~_oXx#Ngsp zJCu6692k8biD*E39$(u^owCZ ze%E%=iXl4N`1;aV5qj3dUDq$Vi{vk>ixc>ZSA6ctnXgSnpm-)ak31=W#^I7H%$9dB zChUY&{rO;cbs=O+&dUEuo^g+K=HbzaWt9lge0*P6V?2|Rhqr#!ZGE|UILUXlAz6E+ zuj0kSSCUGQ^D;fym5szhKkJziR(ycC?X}a#v%to8q&aMv zj!8jCnVrdkh2Bez7x%J|F(WkvlWYhO$#1W1vN7Jv7xV5IeI@sC_iu^KfEc;#rQLH2 zQQqNrussdz(bVFDn^Q5JZQs9sLkimT)8EOgPexsvd=ATOGDdv`2l7b@WDjH)u^8XL zZi^bNs>VdT=xd6QvnnPB9 zjW96xbe&7UaWEwM|Niz&3j;i^-&G8BSNv>w=C&>RxT>9h(@5X~R7aFGEYDpgTrbS} zUo3c$+MApOx!-+A?ff%+XEqwq7#S5&d=N&sL`He%cZLy*CdJD|Ws$^e^Rz&tX%w+Z zSo5bhB9iD8C@&?XN05ojFSa}^jw8)uonr=Tl86y^MX7E?3K>h|e#gC-Onjlm^xiy; zjN!oUyjy8x*xvAZw@Ert6!Y*_8NWrE-tSizjkrYw^h8XHBySPj06pd<8#-Y<`m*m9 zHJdCr)<;?n=Mb}jk_%~4xy0$)pKq31a>+OO4OhNp=aBs6Z36>|IYf4QOTG^+haA)S zcIhl7hpf}nNM01rC0u)$GwEIVcoXBSPXW>BsH=BcT||aCFS@I? z6_FVM=T(fm?ve+?phBpNXfi$uH&i9xKm z-d1`M5y?GP`$xK%+;;7;0Y+SMYQN3J+kYw=j+l6@jXDqJ;(Xug)% z{w^nnEN`{aW{}JyKQ;``G)?CbLbZ8&eNP^du8in4lgJ~E27R`>vT{h2_~`9{Lpelu z_WQ?4?rc)f^E*;XFN=uf@0x6lrjrG!7OS5znZ#_~hj&+Y7P)rCPH0Lnhp?Jz8rCc4 zk~WX=r)defBy<<`k;lhea&GjgbIL#-X($R9b12Ot14UtX)H?G>PMP?!n!`#>&iwnk zGLKl4O0L~Hm`6tR*bXjyDI}_gcmox9OUVBK009603|DD16>1bE%9zYkB~vJsAr%^q zq{I`E5Q*efM21MoP?4b|^E{6i*KjBI;&QGbk&ytk#z|c|ow3%)t6umcm$@)ozs_Rczmm|wTAtuF>tBVL;4+B`5 zUPNe^E%?VdqYP}kAC7!}QU#XzPZl%FNpQpL7Jh?6xgQ|_sZT*H~$cyFHv9>A(^&c;9$oCclNq5M{Zl)08E8g?* zD&&Ejy`&-Al^poC9HpSPBMWX_vh393&jeX9@h5NW(%^JW_8bkeVJ^<f@5bIo$4jA#g0 z;LKa1JpkhSyKTOekHM|ee^F#C3K-{@rkz5OK(*QZ`s)2KP(SVd#cl_NU8MN14b4FIZ@8M%UHdtlzNk5r+2Kjlpy)KtkGRDH5j!cW<#+jl^x7FDBvaBc$8;9J4o#!QU%>0&*wg@ZRA1 z+q?A=(29AS5&tF${WmUef4egUGe>)EB!4F0q?&Ksb>4W?^)?%D*%Xgw_htn4IV500 zLP6#=?nEqYS?=#$PQtJ`O7@jwDHuBCzga*n4JF!d9M_i2z#P}FGS#_RIR8do^;dij zj>)uK-*G+@RfGcPiQ*Z!Z}F+2ltc!`YScD7sLjBphToYHd0EKV{*}(2n1kHQxf+T4 zb8+w7t54c0dAR$}MTPTH`A9gMek`drA0Ozf7VO%ShacU%F8mnH#h}!5OOwz%BupAs zvcmJw{GFhTkZL}XFBKGtb><_dZFC|#s{p6xec8E4g~(n=w|-<%gfsOA4rp&KM47Pp zdz(Jwqjb)}^TVI=@$~$FzIH?bGVXra+_R$)B^Ms~dP^1IpMcZ*o^cgp*s%Vk&-w(M zuW-NoBaVQ3w+(JC|3JXT4Q=HYh{ZTQc=e2hLos^uxo*|2C`PJn%8H{g0l)kmj=u7V zfGxGc$KSpvL93H5`aY6NF)f2MSCd?Zfwo_w_}Ym0wVBN~^+GwiEL@q*IbV)eO*M}> zcM$Q&5?{|pB_fu_O(}=g6HzCHZsK{S9ODv`L>XEY_*5V?Qdz7Lhp1i3^(B?q5-fV^ znrjuR?|3p_@V5%Bj*z3gJxJL5@CHW~tqQ}YeAFIRSK;mV0ekA`Rk*E%@5$DhD)iTO z4&WSJ?1&d7EHYC6%4H^7ld-6ee_eGx8RcaA zx%0l0@vcv!?)ifh{M=4GVdX@@Ewa?J&`rTGB_V0otyKJ8@80g~Lc#8xNrSROWZd!D zm3EYkf`%sUDS7KC81&`ijtiy~RMBV=v-PFm^?%3##u*fx@CYau=BJ{8V7YsrCKYp< zUTo?Mq~b-jtx-nzD7a6hUrWS+f}+*>8*W`(zrF|fsiUf^d)fAPr`OF11y*E(t*7)7{JZ>t|%1f-Oc&Yf% zUVi?}St=@}gqky&srb!d_pwtNG)&N1ug30A!{?@HAL4ncF)aKahIk_lU($?}T+h(Z z#3M4^)rW@Oq`$LI-_X#!sN#bD(Q3@z_genFCLIFkXBw5~;!0FMEpaRn}m}P!HWAy#~K@lMl%- zYB8jhG2zQzhdYk9*@{Qhq20$I-B-#?oGHoL^eCN)i?3QGHU}|rllSviBAQI(l;C5t zMJDnL?XYdhsK>pd8a42MlWjA5ac!m>o9U?b|w7Rp`_ zYDD$89fu`@8gb{xI*H+wM$|I28#yD;go@8O?bj_gVrW{yw`OJ|iVMfr|Jv4ss@L07 zGu4~$K4;dY*~lgoHWzPsF3^n3t0K7!{bn4b3x5s0-HiUs5H^p_W_%)K(Lv;G!TpNC zryFHk@W#0^lV_is(areCLmGPv{;l4(Uw)w(A6V{F`o6OTe+LV{8^73s8SOqo9Vsoy z_rd9*LQ@Osymj@;BeY{sP^`}9pCMtBcN{&H)?rQq*QpFJA!*oxn6sgsSk9HzM0=$}Sx z{*U?T*ZD^5=7MdPEE>^Y!(B7TsuA18Eq6M(G@{#oQqc{+S;)NSrL7#yLb`va<-9Qq zPi^W;eI?F9-GX;Mhr;FHa zCip#UBjU*`!OzrZ>+x!E-m}+N>(M`=SZ{7~J#O&*-P_Guk8W&7EM7P=@$$qAcRMvE zE_{5(U5#~U`fBGHw&!&ydOltLyBiZFwFV!KWY^*Sz7_6eQZ0V?bNHcfU@aP2t$xVk zsl^V--oXtbwK!6BGVeu04c6Gq`jxxZ;QC={AKU#k*xyb3mAbA5ga3r{_eIrUVGZYL zvp@z4H{?kbe5GTR>Nt;v6djKmw8uIt)3N{eqe*6OHRk_Laawn=8Y^~wBp>-k!*iSt zBf`rxG#gjsvszz`>{*UKehOCOoxz79hkw)XShI)G#2+fEjkmYmJxWEd!^|O*779Kw zs5oh{rgH`Re(PuMprGwDc)ocf1p~Q7C+jTN>dR7AOX(EcR^Sq1m_xz*!l58~!J1xL z2;WOz(_wOhAT#3-8E;z_^zN4>qi&I z|6VJWIzvL~83jFiZ4%yy%Pp&2^O+iG3#og-?f0+m7AbV2Zdd%BT9IrV z_m28bxRQwrv6Gdj^|P_R|9R-uD;c<KbpfU2cetV8GMFkL8UO9&)MTTTy=Z1* zmHp-32q5NSfkp8+Hb3!5(#yZmZk# zB?U4?hBO8aXF$Ts(Mf5I3}`WM{P*+jESNj(()U0%3-USIzEFg-z{H*8YrvTW>x$$g zI#V)$sV?!xe=HM7)=!*hYT0npK5qBBgdCVqpRQRSmkVa!RQQtj=YhPbL*l8|c@VsX zaE!kr55}e@>fhJo!Aiq6vnzk|;G}FMlJxT-%1PQVduKlEieT&u+ffKl8x-dSb`^uC z)Q=LPECD*VYFaxu5P)`7p(mMC0@2j_bn=D zEf-rvwAWp$1Q{ps`_yxlP`A@JRQF2-Y+)9Ty6&%pON`*6n}Q_Zzo&JI-bRAijpg^- z%*jy1d^QFCWXNSc!_uQldfG96}~?Ud#-3rg^c$vEez$U zFfvlI^}seNh_$VF8PrhVy^(LR`zRGo`7ewVAEiNx$L!9N`84o~y!dgnn+EoL+Lv~A z(V&b=!mDmS4Op^&FL7wm;Jkht*S^10n5xt9@q12%&*qi2H=Afs`6jD*I!YUnK8D>e0j23Li7_@CaPfu-ZV zbe&_>;Cdn5c^f|+j7~jSU&})WagK>^wp?^*-n}HJm0b-Kf5Wbz1J%GkG{mj9Hs3=b z0gXE@G%%L1veDw8fqwyk|N1K`{JiwD7L#ajxAps#?YpbtfsmNjon345_z>-lp3y+! zbgH<(B^o$7#As%|q{2Y?B$u`h75G;Ez7ZRsK<|No{U*W`pwJC{%!A30S$XhJ(l-)Z zEe_RR5~9FBqY>>@|61StKiZ>x6j)qb`SR6^0@F)#X*oav-d`PKvSnl_F^#d`cajVb zO;1eS{zQU*%BAGq%8@`YZf{2tR)OKR)vFHnRWPajcUCiy1jQ-xetK_7V5CgmH916r zR7J(ahyfBvbM3$5SwI3>;Ld+|@<>45wVKE2L4x^o8P8Nc5-2)qt2h#>pwX#Ye#h}D zcs?-J_cyl+>N0*bXvveoe0!PF@wI&>Ij*PK^HIQ^?eDCr76n{{Odmx@Q9yYiQq(Yb zZ7==?C;X2B-;ccEIrWeNQT$`gd#_V~5#K61cZULsGu3%TV-!f#b@=dohz3czr5zvB zs-d-SiE+7s4iyt4PVz%^Xxed^>^DsZE{=p#_=gTj1ouIs96FR28yYqj(m``Mhw}9} z1Jdv8vK`fDz)|6NR>xrmaEI>_^iKT1ZwO||v%joI5j?(;Ytsi2{_L`@ywAk~hV0VF$}5DGw!ja`RtOg?DsDQH1fVa0;n(eO2qWrJ!Qc#_5O=Lm}gKNWnS{>9{kFWdO zUkg3#r$xS-)`a`fempNb;Z37T-xA6-^*G^ZSi@{ ztzHX@>y>&F&ewohhwq0yQ4CleIw#0!P6wUc+ful0GJx}FjQ}f>0Upvko>DFh2%qyb zyAi?wTBV09V}%Y5j`fCS0(7t#XkC0cLjy5t${*R|G}tiyfcz_y3e)D^bi*AKICEb* zSZkRA8BMM={gS)bPp%G8*rCHo~l=s$V?@?GxU_QHmHKDIw_NVOO>Ga zvHwdvcP02}_-G5(mcyH%yh|AZL^vjRXqCOC6bkA%r-^k02&PL~EnO>y8~d+$gjmYX9vBS&I3C)eW!pO zc~G%@a?`F2xuCbnF5n|G8$1rgEwoZI;Qhzsk|2*P;L$lLNp8r3!hyYa=dT7KA8&d4$k_FGLxX=^s)43g9)%fGcIWV@i^$^itH~q7Xw<}=iCaIv0%P! zOksChJXBkGkFosYAVN$vsJK5CR{m*!8(sSZG@X^AmD(QxXkgD&L>P4H!(Yx}nb4(-vcLbDMr1*pH4IAFKII zn8K)uLe)O~1HeWMsP}!l8}B|k*DP|`8gtC*n{@I#aK=;X+1Uyo>>6zL!}uVy=%9`~ zS-Ov%oS{FJ|89PrhAS`E7aSsFpsaO~*X5&W_}ogOPQEx5qy8=(p4Lmltb-#h z*B}jN=A9!J`qNOI9(T7Y2QANzGl^>-dV+8g{h@=ZQ6YupSKy$aCy zLHTiS^Flo2sFY%zS%`TX7OuPqEW*WvEv^FNHC2=?zF#av z(o+j_5rZN$%nE+h9lO@=D@ByJQH<2tO2wnR1nd#y_^~IKfU?S-LtX79_-8TJ;IIS% zA83zmQu$GYEjyd3vX6^VWB!d+Zfr3sdHvYT7%4`+b#FD@SpWSD8T?;J#xoX z2?iS|wH-NFiY*s!x)ev0;-Ph#BX*BVaeLF8Pt^4iR3IMN_j8nhBdTYEX7-d|W`)rn z>fREZ-SX2v`CbXWmF{?MAz6xoa}6F<6{To)I@QgeQi@#CM7AHXWtcHHrrDHKhBnFv zBmPk@#fQh8bQSYU&`kfpwYlOFG(XUr!XlQSPvF9q&|{_8A+z&SOT^l(%#7C7GTej4?9wHr*m+dl{8x7g76wiGxx17i{rGj0X!lZ_ zGfbN=TvvuIzfa%vTDzaa|RE|k0R35J%704E!eC5L3O0>kv#GN)Y&VLp%-dq++KluEQA~%^;V*yr;l{OKowpRd%g1P4he<5#{!NG zl2F-WBkj*EGCm(}{9ycpjO;!OMFv4+d_0{%oN^;$q;RmbDT|C-oyy#mH&JkeSFqRF ze=X++=_{zpQ<39@!PjpmXn6O%a@{JOhOWO2ly7dW#?6;=#zqFK@w|1(HjN9_m|c5l z)j~{G@!ZN5KT)+gaiDSaHb6|8a6X z?qToC8ams6y95I_YoBRANm7WqlNMs_jGbTjDB}E?UO##e3nv_8uU=)cFzVL$d!uO< z-Z%FB`KgJ8`BibDSBqG<_4?B=yG9nSxKAgvuVHxDg{kvj*Uke5eoy2Z@qmPKfx1Z} zMyc=E?R=^ci>iFgf?XQ%gDKCy#`cZq=3-i*#I{!F(yV$~&%(JkLPm2DENoi5ET)|Av_VZdVRr**N2 zdG^z0|7}9N|Kn@=#itD@qnCTrlcxa_{0BG;?lquyg0@?Icmp~gPI=+CMC!!K4jV z9ZaM;-*Ri^s>hfbsm)D}^{914`)T4DKiV)!^3)q9UaoteBvx35lK<`cW+`2V78NE{ z>fW{J_~=E@Zb~g~DH_I6r&>HAdh^vxV=Y>OxA^YowWuUDJ773di*C!bOG@u*QQf%L zru9?}G7nKWln4yG|H{&K{dopDmM#{sM=(%&-)N827#;O0;|!wG=yKq*jvf)xenbm9WdoqMHOv7%rqL85TG`z2^I2#*4Mc!e_sAvf)YK_gF zl2N1L)$OEK#miL8c@ppF4*STW*$ykuC zDfz93geUnmjs**nFr6;ymO`vTffFu+f38&F@YSpy_RuPXs5?AQv#L<~j%Sz-vON%}wwi>5c=vNQ!wER| z<(xs$R5cmd+&X1+2gv#xz`>kBSOk7M53Zd`uXcT-*e7)&UwyxzwdpSUhX(H zr*a=Bbb=T?W3ABJ)Ij2kwmCALHa1YRF~Z&}b3zGx_dsWD>=@q-YtZ4WlPLp7kY!w# zIk&?R(n-my+AR)XR6)<77U%$a4Lb~Ok3I&PIn|Nul*f=an?)4gd;pgk9J?p(dVsq; zG;`Pc!YlU6JMl@(mkM6S)xS{>j$SF$cuPAIzTS$c4w#XUC4;$^of5rO8mb ze0Y6|WcTt$0r1Y=3cm5D0ABG2uE;AF0-2ud0l|eJrBq@Y;#vsK9}gYYFfRo6eIz~6 ztA)Vl7%8iuQUs;1V!Cw)3SslewSd|W#Zbw!*?;LmDa6-a0p7+^;PUSrD=jSrLy-x# zOMRtqa^LtM8($f;Px$CXvX()UqUZQQ+A?_Y-wiEu;WAL;r+Hk?T?V>ObuxKM%Hhe4 zP{RnZ3Lu}pdG5%S3XqyU_u*lG1zc*mNQhXgfbT4fmVN4#F!OymH0DtyIBA#P7Lu(5 zyOJHNS>ly&rX-DlO1}~wERh*KY^vb3Ow^G&!D`r<8xdl!Qw{&#-1v4|y&70)b8qY$ zs)lwC&+^*dYB08B&q(R6hNFR$6bb`jfDQ?7-nWpTStbR_ufCf&Qfiv*2V>1i^|Nw5d2hiJ@5pwsKq&$(3#t$jbn zgF9>CquZW$|Hae-wWMJBFR@y1>PX$_-XKDEl-T5n>m>MUd|mhnkpy1b zu&8Gh+xdbQ=Ju44AjpB0DBwP<%suK;-VW z<>juk5hcNR<81Nd4-(jZs8DaO-@bSGd8*CVI^bZgzPMgf2Y0wssWRub^Qe4OyRB6R z=P4SDA)iPf5R@!Yra=NzR;es{4idEKnK`I>)&hH)e6pky3EG>+`aGcyUSGLet8}go zx~*!pSmo>BuX5ijiQRSZG;4VOZEF&|tX}9S+@5C_{i$c#Hnosq=Eg@JB*L}m6Mx4B zh!9pq%T=9F3;%`19Y42O3u@9Hbru`7@J`bASN8AidUJ*g9(QV?{@3;IVx2_ri;?7v5#Pq#C$r^vB`KZ6cgIGbNxHMuepc{A~dtM38(p`llm^2)F)K zsNY$w0o7Q4zsc|#xZxr3E?cw)wB911smr*jxV6__H7pdFHzXlGE z_1*KRs(~Xu(bkd`HK6b3v?qESf9k#}{-3#O;N{>^N?>(0j22n%^t@UPUz?xJm>$~3 zv7{!a(P9<6)4eI|XHW$c)|990@2lY<5_C2U-0kt%-cz=$yQ$1Je$o}JV`fRv5+s)Oxq}3oACpaq z4t3ygu;97kVjaw1({q_?uLJIp0D*|ydKf-cSzvps5tOsUejWSJ2vj$17GjPe)ayGnGo^xHm)GW)s^T<7Q}M@j79p&mgLJ*Vq6usi^#;q0n}9*bX1^?56T~!# z3G~HM0FGEIk#A8TP|L@-YA*$b;)Cu9*N{Q{k<`L6Jq32Qex7afpg?mzv^gbF0KYe% z+xwIPEAouo?&cKmN?9>8Ya)a0FIPSneKHjJB)AA2B}2*`?zB2*1ce!^MaA((7@UBz z3l|$fXK%~;+BSZUMdd{ANk^y+VbSiQK~V2ASJ?lq5ybjuQq}AmK~yehXR>Vr%o{oL zn!l?D8-1?wABFXxo$D*fK2-<9m#3pvp4GwNcWp}z@p{N*vEvy&R}bos&s2^t&==iIl zPW&E6qHGm-pOS8rFRz3+ix|I^Q9)RR03hnKaQ`g5?YKSRsM=p z!uOGgrtfaSn%b7uRYuAoINR??r${+0HAh(YZ1Z|JH@P;OqZGVI40dDE zC2-a}KZEgJDJZuezCDpr3T-N{qB~u-b-+LFnJK+e@KM+Q_LNWpO(Gxo;?s&@u`TDv zK6nYs2TrtS`4&Ryj?-FRLItqD=+|`BXg+-O34W`RQUF_JdU@)13V~nGuk%e!0aRXH z_nfsX0KYv$Eo~P0FlN^0c#0_xuDA`58bKb*2;BS7-1 zbXlxGHjs{WuUS6J213Pr1^qAqdIeNlo`@2lDMv+?;=LU|H@2iMmG}E+NP$x_tVIc_)zticxcdHIGGz22P|c2cc{+B!n+NdK>C?zxVh`yjf!LO zpjkh2mV77?T)C5qj5!h^*?i&t$9;+LuTmraG+jKnzHyq8z8(kilE&HvS7RVxe~CnS zMl{T~+1RsZM1p;+r*3j)IQ+z{U8@1nVEgc^!?WHPAS6<`Pw>V-D496_^FRz#81gKz zvqeFu7|)EUN69OpO_0?|jeW)^jxLl}>-IhCy+u>T-54GsH1 z>;AA;8dh!~8t2HIDDfB!PF4J6V7dpBN1gThk39iW=j~0AZ3$a$DDq{k&;z8hrT=}6 z^MJfKy?BW=SJ+8Y-tqmMJt&WKW$W^qgR@A@$W;9eNRKgl5hHR683eLYR8sCD(MRmm zdbbs(hnGtxbzeqrnQq>BW;wib?BW{p^cm!O|Gf=1mh4OnJ9F#U_f1%i?{R^}GdXGyyt)8Dw21+p#b+>stUP5lr> zIUB=>sSfyi@1MlbdI$7=(e&T3eiyWTVjRw0?2Rm}1=98TemKgtUp{Bq9~XOFJ)8<& zAQP8o(ZshP3^x%NZ$A)#=er!lb`|+z-eQ2FNsTXl4vGkE*!08m)2_@{DxafC&dbTk zpD*xhz(I?I=i%7YX7tU~I1;z&>Az+~N1;;gv~xgLG&|{*UoP5?WH{ z6>F!b;AWrDN8NjA_?`P=)4)g)&V1Ks3w@u2hHsOHSr}8W{I$#dNTw7FciGEbd_EO< zP1FU$9MaHYpZ)OcTsq1}Chduq$-r29!Cbq8nRqFxsL`)16KU-VX(kjiFe`&btVlTn zYm|NGqb_A26~o4cY+MFS*lNU;B>k0U{tlu|9FB^ldrcd!LW+M$D8r#2SA>U`!;9G22NTNHY zXYn!%LlYMKWy-TqLy2Z}lZt?O`ZW;+mkIcq)@kzFECGWWjyCAYWFs}h(x^U14jTVB zJ7us&z{|f!e0z8ZXwNb-mBdfLm%zhTQPEQ#o@pQa`t({BmxaykOGA9UopnL)s# zYK(Ika@ly`utq3tU^ZIX1V7Uo%Erh4=F3Yh30SfGmF#nLyC0=}L=^`DW>uH3>~$fa z9>KY!pq+rH*Gg=MZ)ao8<^8I0zp|13im=kb;T(KB?X@$PDhFj6A3U9YoQ>|q6}0|S z1WX#&Ex*^Cjl|)}G)<-)^qozs7X6lkFa1uel)lQv-eC{H<9G6K{p%Ut!tZ&QuS(Ov z66h{gp_D0^E0#q2XX$0kT;gt-otth%%`i zSJb78P)xINb?>E@I3pIn{~U8M4%N5pbAR#@7q|L#hE`wV5>g_gM2j&oL2LGcTM3?T zGo9G{uN383L&HMIr5IHB&}eqO6t{MLTO58;hB30A9PC%hP++$mn`u%RK36>-_bQ+a zxnf&FpFueWSiyz<@7n@ZLBLd}xdK}~e=rVcRN@m`eP-K`N~F2&qZ-Lrg;Op;dTCu% z$T~tDHY{6(Epg|^?wVJjW`f9zw3RA!USIk;xNWaAs7)RUtHGV!JAP6hCZfb*4aXEC z5kGcab*HT);;%Q^ov~51c&qALHn%}7F8R2G-2X^K)9>MYwMn&jmed$obB2U_?JTlm zIqPtD4b@Yj^*X$2FZJ$$NIibnKC0?&T8}NFQ85zZ^(Ybcr0`dD16C(p4XB-NK*9FS zV6A-(SX4E>m6q6m1d%tc@?MQ7@Vjp&=s2SAP2&anONgU_2W|RS5$zqq2}hO5c&Lf} zCtD~PM`nEji$9ZbVPLQ2WDXf^Zsj=bE+(U`KsN55AY(~?;q&h-6ePRH2IpL)V5ae| zwJQV)9?&AXm2^|^(n^Zu#=a($i_!~XQfb0MFEM+e&lG(8ZrR&?+pl>*{l)6eCS<1P zb)cqc!ZLAvt5%jKOkORRzo_1X(fZRaYz|GR^>0K#ExZYB#hC`ZBAQThf<`S?sR^C5 zhu&sPQ}A=SY+Chq3ch7)8~-s(L6u`-<@(R&SMnZf6*`0?jr@A9Xn~yEKx8m z!@iJbi-NLwTPn>rDX5Xu>-_;YOc$MtU;05t!-PN+p*1pc96GD2_M42@ zY^+NqKtbCS_9`|`3QmZgDm8B-*|!*wf)bMoFp7vkybaSUt_KwUTQWkFedyBv_zogp zWXPhyKExNQDvhyXh_4+b8MRI#(&TJV9gsn!GCZTYB8ND!+3Grd4pC}Q`c^f6BkqfJ zJk8PDfU+MMJ+*5Zkm{2ZV{}~uzK;L-{F`3`%7k&g_h@OrTPY0&Cp)+Cu~wv zBjYvKZZ%-w7RUD(s7EOcQP1hubx4ASi;kQiF~0tS&sQ z)j04^=BgD-HNFc_tQ&Y=g`MMbc?Vmn@Qi?k^GsnCj*cHH*V3!PM%T{As>4-yQrcDF zOJfx#>kD!Y`BmXw-TvO9&`KPl^iF(WtHe_0hf|6h75MhXZj0!&3QXlw8hu5mKo42{ zK=v0ExF?Bch)`026N6r<4pkK>y=O8y;!g!qnosI^q?hB>kAs<4vdWOP)`)zzpbR-z z0)wQ>$}m*ER78kahHu?-S)Xo{qTG23XZgJ{r2e$|y}7Uq$A0gueEPK%Em-6=JGD!Z z|J&S`)9EEBHhrAWS+E4%_nz`SEm?x$AI>&jl`lch+_$B7uox$H9qURuUyLWOeM=SB zC`QXi2V?Fr6(iFZi+O6LB7EXAz@$Sd#K=n*OT~4HQ15t{(cg}V?<66r7Wd@R6AHlvCUZWZ8b`>%TkKIG%*`mc9eM)?@X%o8~BJ`eBv zZ)RLE%){iP72^gbc{nV=eOF;37cV^#63sWx#q07RT8X1M7;K=kqsclKEi*i19Jg}u zRcX6SnOP2Q8r~JLpUg&Oe~&$y+q`Ji1KB+IAN@(pKv(sAUvKeD+`DKs`C2*?*YsT- zqz`4_MEZ>{V@s)6-sagAAD@KQzry(v+mi9pp<(^^O3A2gpK6?@m5l1i7AkaKlCfDay$)OLDls=%Fso{x69dg&(Oz7IZv2}SY9{?~HCDlQHM z9Cb@2d}2}2eCWn{WGtQx*_dbZj6pWPZ0^-%|hS zC;4sb@Hh9ql=$J@goqCE$8-U7h%%5^(zrYrTYi%i{7dXd%Q(x>-0EYA2 zY?cx5Lpzb2aPLIUC*Bg6?H{n_M42Y)$SN= z9+dlm$_I;{oVaDI{0!OH^}9|OJVT~O*|&FH^T3Ip3%)~(_V{RX-dy=ht^Ekt{wFU|nj7=}(xFi~m`ob8wQP=9mLgsZ}#~Qahp!+qH(Ia3`d?oI^NF zbi(w%L#EEP=BPL~dBMN)Jd$-ZkEc^BqoO$T!N+G+km~IL0?Qpmpwe85ZS%W^6NVuX znV}Zwd|xhvFlK=Ur&t9xj$5LH*QN!X#zQnH`>D6SYK9#=`QH>Cn*o!ntmw_g>tL|{ zSb4DD6omWeOOE)O!X4K!CFak1Fk%17pPf?$s5nKA{Hp(=z^B>4qWaVrdtFB&M0sx^ z)iGMFB4#d(r#U?!bj%uxZU+a~4%)$H@OXzhuLdyu-X~!%_aF{$sfrg~PRNQ3`dO!Rl61MAyi{1OlZte_=@3`(Ax#9!A3ssNHt^0w``@!0!X+Nmn z9VV%8IS@RX{j5mq{vc>KP2EcHgV?7Q(jUV7p!`s`x6GywEXDSZ3eWn$1o2SQu6`d# zEt5!0l=p+@7Vp-zt%BgUx*@}!gkUg~SnE*|3Wt8TEpHQ^a46u9zeQjThgZDJ4i|ev zfp?O3<4=7kd=aM|cbR+v8p0#`hQZI_rpo?XRcrpBtCFGLmFWkj1AL4eLqQf=jm`=Nq>O7_``Y>&G4j9Ahmh zr>Vn$UVx6EQWOG`Jr8|bd!GYsY}2lm-QhsB#nWx_ItoJDc4W1-M8V|)6BEL9QNZWH zAQD^_1s6y3zbV~~gll@woMxFLU_Sp->Z*SjkV|^QQ^Z3dZsO1^X*d|%?3<0Bwg!W4 zho$54Y6$c*7boPJMuA+t?uojsC=lejyT-E`1!_S~`=2gEfsApWoZqhq$Q;YRyr3Qd zXI$)udImTMRtwO|*L46Aj!Sr6d*HqTqzW6&4}wIM6S2 zO1(Cg0AZi<>6HEB;gV*3!QYMqc%M9SR|^y1@7}Nb6RHxR*}&F-jx7$3I~y!3?~MaZ zXW4?kRWb0#xJWm3Ef#)t{V)<1NrYTVQVLCDGDyr#p3Y}ThWSrByg%!D7=Ysoxk|D{!`w8#)R51DA9c`kR4Bh5o+U+vQFxY1@r*b+Gm;{)T3Qi=#?i!ui zM>DY?BTK*Q?Px6gOz)U|%ajO-S1USr|0Y5BZYyT3q-4n6AwNPhl>#cB!m+G@$so0= zpyTA33?G^`Ui%$Q0$JbKw5Xm0`0d$cD0e&#qV$aD3;E*UO6@(T`O*YX(TjL`P$e1G zP1MZ?qmrPaLDy(xYP(M5t7jYDNx+p<^l3+LBK#v%?Y`3&58*MEiK>U=VP<;VcFZdV z&j0+hw?iZvB23sXi||K7_x(?Swi)pty+bSgPjDi5^4v(S>Q92Q?2=K=&Lqe^o5o$n zkp#EWbc>$fPlQn$X6D#^36QZnba#5q_C7lpvwP}dfF+jEM1>~`jC-6qU$RDlOMKT! zm54a-a8V&YIFbmHxd(Ix4<^DpgI#?Z+jAMSe=t2%F3Wwgg+C4|o=@ez=!pTs z*v+!nEivHqq1eCnQ8Wx6{SuY4-A^}-XUeng2>2fW0RR6CS9v^?T@;pmsYH}EE!L7q z$d)VhsVtE#TV;<#qHGb_Q}!%b$8Izj%)B$!Gh=2@q=h0$kw_#VMCqHq?(e+s^WOKK zbDrn9zvG^wFmoa#1>Kxq-?W&MjCx)uKhHmzgj}z)QomHBB6a<1;&!LfP{5okBPb&k zZMN8sJNhscr42|JTWF=Axn-rIf66I{%<8f%lS@Ie=O^oD_dYJ-M=FdZ5M64 zo3C~sE#D|euJ{;-9-9lc@V7;xx0G_L57m)~5YGz2s>0C9_af65FQd?{aH;gw#5lC| zn6hluLNuBwj=cP|APRjg`#3z87=`$ZMtRO^Mxv1c-M|6}MeaQ&rn+Lck?W1)y|W`X zkSm91>mDON)KOXVJV+@NmGYQ~mk2 z>n8F@-{jl(z#IAYq+?(Ib3rRzf1`-2&L~=2?Tp+TUlc0iLJL#&NBp%Vs*8gDC}K}^ z(<4`3^mUgeDdesf(o0H6cF=S}`@YL>Pn$JDpDeeWINxcAly`4_od3fNUYgqf{wL~) zaNRP!kr`KzM~3~6^LIVbrzG3c_hKxOGBv}lV9f&Q@xFQ!ReKs71A^`U>$C)43UlO! z>J^~uUU3ofl*~{<(W_*$d2Ex!(*3_`~qq;gel)A;8Nmm2~c31aOa}mRUtafvCKo zhqrwsD8EwKd9^$UX4;RsyMOivjc|U;!|69cBX!j5m3S~n%galuRNsLKWq}&qw0q#} zdg(&y`$%Zw>K->ujRlo~Z-==DxT}2eSv>$P_Ky11c`SnywKA z<8O4MpH9U>sB{g{EHeQ?h5jNu=3ET}$fjsSx7N>Tlf@4!1LZMs^L>Su;XcM^*aZBr%(dK+uzZDRoez_1va)iE)KET0u zY$Rhw4+qBPg8}#0Yv^8ym*ojK$T{-jlIKYrREU`@#Jt79vn^SPuh)wpbrpAxV?!}) z4UoZ|%Pa=d`<(&_3MG)cruaBcpcI_#=tfmmr9jI*{jN~01mv_0xDINTK*R%zT7GW{ z%y6iByxUm{i@NydyCh4Yu*PF(*|QYzkB`}MC6_@{sB>lLwQ^X#gkKZ;uLArZR%|&r zPyzBKe-!(h%AtH(#_6nLIRtIkJ=qjk4(nG+J)Q-ZL*$-_CPRw~(Ba*EA+D(s2E($6 z0$g}7KIyvM?;RefH>4GR*HnSL@TXCMXHP({1HT1Ntb!rxq0#&dJn$cxE5GFvpMY0s*BLOBXP5u0TRYT5yfpOe|wXm47Nk5lS1CtrH z%L$u_kd|RonQT%EV=S@lwd^%};_!Q&!CKIfYX0oVUWG)fFgzQV-y(DPyD|}G4umN2 zHWA^y3uB|~zB=%%pIGmTse>$;KHqe+dT25@Be8R1J!E~uO3w(@L)~%|ue)G9vIk0@Q4IzT-(Q=_K|>BqHp;~CK*&V6Ffw>VW6Jx z_H*hO2KZxS@lEL%*xC5U$;@Lg>>A;mpGpBIT2n7?A_iE7BC+BL2F{(q;;mj3a1X!# ztL;7o92_O?->9HKTcWWNzYG-$7JIEWI#WRe`;qH^sS&FGou1pbs}b&voow6pwh{W9 z*EtU?G{S~o>YLnOHA3gyooya38bSF+6K}@GCJ^9pN$fb+1T%--)n~Yxp?=fSYKLAk z6kNaV_8^QM$39jSTxkYNn<@uMixzk`S8g@B*bGDN51(+6o8dsMGg|-`~S@XwryU z45_C>3w@S!WrPmrMmhP^1lxg<^R~-nM>_;Gj~IAZw1e4>li|9F>^S5?c008l_VA8q zU*=!{NA-GNE1?~R7rhOPquODYv#00ptL-rP(01Q8&vw|hQ`V^{wjHK3b_Cy`wZmGU z*21^xc96R(Dy$~JfDh?3-%wQsY)H5;i}Pl{Hvx}OOq~HvHPteKKiff`(sBC!d^_CS zk5frrXa`d1{F_`(2JEjezm_P%fZ6LughF%}5KGq-5GrHxo~DJa8&vw~xGvwcj!g<6-1mzy!gE zDt;n`OxU_J^FID36I65+%#$~ z;dz#Lmjyh>E?+0Pvf$H4?Mt8CSa2&mt4I7Q3pV=2-srx~f;`C!qhZl3xKn0xsy>DV zzw5-+ENWTcQ*1nRW`ez+y@bWzMHWo>N=uI=uwdL{b!>o}1#r^U@6a?8$_Ay4k9=f8 z=8G4XXFf6EkoHy5wl_?e+GP0CW}XR4ryC70VHUjGqJFV>FAI#{OjDjIv7j#^;qGfT zKCQFN{)iM49FG5R;pk()`L_a>uM-#`VYzP7!LDa|lvasK83QsuUw)PLi2({uL*2^r z49Hay-N4Vyge_$i8?MYSz~uJxW2M&Y{+Y+BIRKkClYcJsCA7mPkXD?JVDsbDluJN* zJH*A^y6B$O4yhYV!{H%2zB<<|>DCUN`^+52Y}-M+Ib&rVvH7VWTH-^agI~&818)c& zqDGy%rW5E8SHa-imPiMk)t{z^lj*QUY0B8qjSe*4riO-SI@o|>qE7}}Uty9binHht z)G*#sJw<~zO7mT+(KLvSGce|9r-4KpDfPG)4RXD1+A8DOdM(M|_>@S4$4OI14B0x| zYrER&NuVE@A}rN`5Zuf4t=XNyL~+!M~c4(w?WW8x6o^$ZLsbl zKZFrvM%p zY#CYDMT4cz^%Rm2K;Prien3a<*n;oYa#%=ZQ5SnAGd+D_T>IZ_W2DN z(S+F^08*iPnG+8UrX!!o9G$6VXC8=sOP~ka$ zn^%qoN^u*OI0a~6J~Sz?zgIkgJjZ-ynawS+keTAKGn9vde#+}k->J*wj1VI6=pztsjbNN&+YK7x5Zx=Ylmun zAMvFIwr^>jj_Vv|`<(xo8hc#^Y!c%R9lyl@`}^E}(Qg>=k&n_x9A!ZH{cDSxWtlLq zNb~V>V8X5EvdxS%Cgh_%UoYq~A*S|Gn9o)w(9UpuJgvioVt1Rd9zV7}7!0S|vVCQs z~>)Dt|vPnE;Qtr@1+h< z6O1SL26sSYdwP0VNC!lhs`NPhVu6tmKTi^k1uv?j0u3IsKuE&wq=+92zQ=UY-{!HP z>#Fe*S0M|EN4UB7v33Ds?!oIxIdkAvzuLq zLA!7pK5r(>?Mjd6b!PiapQe?mArtz)>U8)c_VW_*7b|_Xuac>XLKaN8ee}6!;Y}ut zJu)5gv|+*@ZOd13d`t-7vG@HN$^g9ckg~TG11`H=ZgXV&{oNb|qZ%m&gv2BY?UZN0 z=xWOG^NI{O614k^t_%Y(jerUIVFrlsey(-<(+9I7>%Vv`AgBYK@U1q7<$Cv*!Sm$9TN*gyw7vc=v-KKJ#9d! z>3*nmtPQqrF7QEyY`u1T=Z`6FgUz1_`#i^6!R7nWhq+TN@P&t(^><4PJS?g(yExno zyYcSoe21Fh_4%sP^FvLrc`jCW@?jJF9hAfz_cXzkRPNYVvnEiJ{m5z9)Cj$1V!c7x zR7hXr`b5#7!bjZhn~KR4IJci-8z@DA_wpZIk1b;`GJDXiQHTPK`|oW{-$Q|^$_Itq zQy92MRagA2$3R5mgP=Eo45m&k8h%H}(CEEi%&(RNt9#^IB&Hf5-_Z<~el1&LPgf4GG9|)!y4!ZT=$QeHBm|q9yj4wGS zt`XsxmHV~UA|lLh%?@~wLIfuMv4f5s5uSALPMtbS1To*UlCtVV@ZIbr;Z3TAX@R}h zl~Zcrt?Q22!z}WHRL@onM z*Ur((gi^rmRGV8mQwryY4lpjemw<;`i_pm%B{2Ke-b*{M1VjZCc(U)7z~_RtaNYhA z7?+$eTN^3?6-n8nX`>}z=eg3DYFGlyF3-84+ePs8*QOv`@$Sb6_y7Jyj(@>vwcmt)Bgjn_PUN<0N5 zGg{>)X79u4usdm^7bC&IA^&H%^*zwC>dkS%2Z43s%K9%940$IW+J#>w3QVmU94ODO=T&qRMYD>;M5y_tYdxn9Z`ht@VXf56w%*c`CK5{HoY7RvM%b2uEH0rOGG z1eqel8d^T0BUy}SC~x;c`(k82O4&K~yBIC@9yVnS6{CyR^YR^`B?y-x{HW$i3CbO8 z=l1wqjG}+!95lOLh7v0qr<(IBkf77#UID{OWZd+M&ug_3#ow$Qot>;idivZA4Fi=Z zJV9a2JsFQq2!w7SMdFc4oNBdsARZ+dnv05i$2}<%gn|$tm6}oVxCSyYg0sY-B zqJa~rL8&Tfxt zGlaecXd85LNs|aI{zjQj`BA zaABql@j8v$+OtZLb-&%}C#O()NNP6q*^qc|(`I@8~GY?qc25s$GV;HC`-F^$BqCzVx`PG zl#a0ZcKW#P%~yD&5c+ghU@HMVG+DiU`12D~z#Fvh>c$$hUuSOjZDS(ReCSZ{dM^>} zNQzvsy+}lv=hLn0t%&HY@>SO9IU-8GHsfRnbtwPqnod?j9r{ZBY^T{xMAszs|JeH0 zBP;K1?v=a^$n8#Go++*YrOmt4);(`Pqs-%R4Vol$IJF?p;uZ-N>qp?mf09tH(qSae zOGfdb;fKm)$OtFo`|s8TGTMv6esKk2h?_sau1<}DX3pOx$8b{7-2s~KpbQmB>>>;& zbyLxRs7+wq87ivydShjYn~JjKo0e5JP|?8{4-SrY3IfV1^xRN zoLk(87V>%@jJPzSPqGUqC{t9_WV!vnL$y@IQ}-^b`7Z_OWq#@iFr^@SlA!XJs~GB+ z&a(FTO-7>jIJ&7B8EF~H=vMC`BWc&>=n7E`MaSLFVOe9yAcp^QpEQP4ST{^jBN_Fn z|0~(a#_Q>RPvx#9AsK-wJy{VFisxEnTIn<(>572>w-5EmK=c0Vu-rOC#4aR1?j@o= zt(HN&-BtQVbtts*byj%-5#0^p>z-7s zMdjM9U$E9{6m6`SnQK8ny6G-`K9N;uQYI>AlSw7wg7R7qqbjuHbpw4q=m|0k@u*+^ zTZQs0OciS%R-scHQm){d@u>ZV(x_--1+sY*e(QW@Il`UrJgy#4f<{`-8NK{dggQ}w zOqE#?k|k2NPVXx~98dj!otZ8|p9Wj68>o~Z3(m_l|Ar!DGj~XC|Ar!@b0H?t32m%|L=x*TmhWQc+LCYfka^i72DF3R&%81&WnBbI1LfsH`O~kxB$nh zL4y0u0N~fMOmWP;2Tc)wC%@>&z~D}a-60kUAn8RCjulP=B7I?(_SvVe6 z{`#EUm6iYzc6ujbcO*jW)x@p2Wyx^xf%ugZx6)uQ?df|t@eI&mXii=d$^wZu=I<{M z9z%@G_@1hgTyPFx9JlzF3D%4t%O=ZA`1*Pxb0Uqz$>M2wn>2}ZgVMIk@S8&tO|JTF6G>8 zc>*2hQ?`W&6QDQiZ{S0YYS800TBdI&KzaOFbM#0R9LbQfKc3FU8^)OFPF8_m`^lGk zw4Z>oDA7lL@BVZzO{3w zN+PR4)#tFHUJe0Tu6p%d)v1Oy)pjMj0z+DQ@Dz~_K;((g?ft`7VP>4m{vb+CJH*0SDQ9c;Tz<8X7Whr?4h7S|ut!y?3&X8o&& zZCW?EpZhg{AN8fh5;TD5{(evmXn=Pnzo(sf8{iwiWeI!VrLK2J5b0fjb$g*ZdJqgN$mlrjLNRa7zWPj%dGN|*tar|Dn@8G5;G8p*ADc6i}&8d7PkIldUw{+xO;pM^oFcDVHzKLtKTWwr?@Q(#hITF(PV z0j!ihuyYFqdo~g= zxV7>v>^6JO4KeBxxyqi4i*H=+yO@SSQ4$BeOoojgo%ps{9s@r+_h~C043w?gW7_yI zsB!UpaaM_a&N?CHi#zN*ckzEyEy37xqRjKeXBdo&Zj}3`fk8~hojsgC*?qejKkK7>x`eNjFpJo7ns*S9)%!hJo?7_qG$|7+g@|jo0hN zfYfn>p85-ee{1jWhq+VW%}p(-?WfuEzEGwd*#m>qyKxV?_hGPsr`gEyECyQ&Ud?B* z^Ty&oeKq#OAl_`!u(u6^W*dd!LlYSM{1F{?>>>qJ-*VK8mry{$jr)vS83mT~ci20N zvFo=M;EwOXK;`Q0Zu$ZS#X4r^n%Vz1U#A}m-A#eeJ%aD59rB$U!l7#Ri3Q3!^3!!W&sjOvRvld}2 zW8ZhiGQ*j%%#5ulm6Ae23N7eYDnEan&-=V{-}}6G@45F>_b}KQz11*He*5?JmKs#4 z<{Xcxt%kx?xsjpA)hMfW`B)TRjqlQeDsGf&+<16cr+`(Bo_4hmD}@@oKc!M;Vp4;m zBc{(iM{5v&`=8L3Wwr1+(dG4OxE4)XsfMS=YY-K@ApYe<4F<;EG--;}qN-)1vhT`T zJnD`X_A;%7!>4Wone1AKg^0Y|BT7ft+qsR+_vrB4^)i0+6CHjj@#-J%GB9y@LPtW8 zf%A^3(z`S1;Pv>U_Iw_D52$-;j?O5!_ghMAcxMgo1jUKm6_H>%KY&WsTmbk*>$}%ue&v{yI$k>%A~H zP=}N)`M&is_0Z!hda%xMexF}c>*1?<-0zvXdjEGl{x<0!7xe@3x*X^hGE7)(kUbK> z0W{*XcXxUNF1aI4!CRT&7Br+QyD>ri_AcbP5)(`*?}9cfCW1&@!(0{q6`1d*Kg3iqR`s0DE3;S6J z+)*Y&QE$NUi#PeqgBlPak3HM@8==ISdU|J~0WTFEpaQ_4?YHsd;?DLoX3YYQp%zsjx+_n{aB=%%q@pGx%M5pL=kdVY)O`Ow67Q zN1>gQ2H9-v|7ye>SyUaYei=kGpZL^*gUeH2yT-QQQ)Kp^dt)t-zq|O+r59B^xw#dh0qX~I zwOY{&r`+Xstx#OKcGfng72chKO7R)3xaF2wC}J^x-u0xBq52k#so%P5eX<2ff8H_~E0> zu8w1aXUWHMyB0Q99e%RO?Fkzyo78W2)7Yqe`pi~`Wzw@54)Sq}29Gx5;MvN1s)o&wn9y3bSiKpvj-8$?gJvX2+2%Q{ZH5-r zL+f2+6D(ApZxGwmgxBAn34z&&2kNN}0*ppjB`@IpZqkTK>S&FQVtZQ>w0R9ukEu2y#3p+x+k~+f3E8*S|4w~?lpg3-(+f!F*j z47H~BX?rlyx$Toz?p`K}t(TkV{{_x#RRurk1XvtXUZEy{89Us0@fDzAF`{^v4cG-7 ze;yYFjK{h!?(eJzZNhF_(b9UTj6{r^+tnfOuhWG*<2o#MXDw5atiwVBvlE;Jbuf~$ z&D8(Qfa3+7pVvzm7;y03W+~6Wpek$Ipc(@@T1R5^-_qf*Ow3RcKXvq&`if;kR(q*9W(0C~$We;<-)HV=x=*=?%8(@n*L`%BBA(5q@J)>;PNjHPxD?v>#)`EF6FScbuB5J}Xg*WZjq;J?&C_*i*X4-@X+24TDaX z>r2r$PVwOvE<^Yx)1Eu#WsuVg(eK?_inW1FcK3rzuur`~zF~g}!fC%HM8!+sb!BPe zORW-oUgvf^`(X*9kF0yDUSEP$lG?t_qb0CC_gm$}=Mu1Q8SSaoD23F(-d9q`OF$wU z{)|`@V=Al4Vb!%_aHTePoop*Y)&R%ft+NOWjY3oEiz3`PR%6KUD8|);$CayAlz`@S zNhedi1hxEeQ&Cq-AQ5^$X6M%;xbukAOD`>iPsi>(9FanNxY{NV%Pzp4$3%I-%Y2;S z=rsQ9Dgb44Gg7w~;L1%EH}5FISnI1V?LI~LT_jQJGn2PITwLLyQH$*b7B7}MX%c@7spQ5-EIla#R08%?sVlmNR6x(Gt|h#pM8O94xjSy zSrBqn@OHP^7=CRrP zpd+1%?x8 zvtw^W8Z3KTR*EoE@XbW#MB2GT+~oeqI47C}fs>ySH%leKyGfvtrj&x)mu)1hG*htI zbk&l~lk@io?DmdWn2M7x-b7pzoX6+iA4plJ!Zy{{cBM5H*ZE#$E~h6#+3SP8r6mQ9 zoD1RGuTzjBzPbKlPa-|L1RNAT=5tVnf}l73w3Xfo*liZHyKX-P zvyvhKuDTR(q9|hT<|x=8*tsD?AQ3C7eN>p6lObC+ZP4PGgeym5ib-i4hQEB*)z659 z|L@o`Omb)7Pdi3k6(n~$c)*5|_Sfiq0*JL!_(PX}^iHt(f>x(|J z2~jZHE1=WFdWg5;-<~|W{|M({&%DDA6JbeIe&j!xzp$9O`yF!}`4aJShwpFff;iwmh^}bgg30l>F zOUJD!%y@AAx++D3n@3k|HhqM4oyhBvLy_PqX-@aq_W;H(Rm~fZ`rz#}>q9rMH<-`l zrbf1VgOR)Tsqraq7!NWdD3d!i>XNmeoZxk* z&>;W9Nof76Z8fPrh5jxRQ!SCx@Y0Z5DCS@Ss_WI$W>3!G>za28>0TE28fI9kXYT}R z>o0d#kK?$()i|jcVoO}|w#Y1d;XgkA{}!tvSE(3ecaZK zlz3EfMWx(`Ug_ET%x8DV*QPSjOJTQ&Uia|92Rpn8^%De1Y7kLi$EoY3g_9hEPkq#m zNOEJ#x{HmhNaAwZ|A_7RaMINLJb4-80Z}gx>fgUElvJlL>|FFakX$Q0TBte@ND?pQ z)D$-dlKRqp8~5#hK%!1=uN5DPB86V3qKwBLkyBYIKSix#$$iCKg9RsIiHd!caI8iw z*&WsFeue&+ocni)Z>eM~Sv_=XmylpAdEt<2D>)lOQX|9nNsq@6qu`$Zz2c20K~`IB zvx5@I+u?mF*((x>tEj43TvsBIG_dMXk>)i+u|;lQ3?sTF+H39jzYL6 z9TqU|#1oGhcd69$I6?-kFUnnsCv>miM$4l~TMF?R${tlJw$e;l4}~0%Jz*^VlSaxJ3E*{+y+sX zs+CMS{GxN#?n@?%R#bf5-bNvVG0y*em`Nai*VdR0pN%IY)a7d1`;v)ZMzO|bY6{s{ zzE(dlHie8N{>>kIkV2HBK7Og8C6gi1fHfoiNkm7MN7mp~5(!+ZK7Cd>kwoOi1!sL**-ElQEo~l^*kL; z4_2oT-ki^p3U`x;TIH^vMlUJky>Pxw1}}vehNO!P$HkG_=y#a`6A5IOoMUjZXfjca zeG{GeGMOCM@?q=7j%1=4o$Q_2-vJ z8K(rIB(c;cZ+RRkl+@$gb&Dl>9qt+8>mLzna9ZPUb`)8AZ)4!|eUT)Z&S460LrF)~ zQ`v>gD6*_BFDG59-G)4Nz7h;d%1CC z2+8s7pZjpjpBN_^(xhK`5$=EwEzIAYsOY%gNqpi<{BD#gCVvPf-Bx45Ke~g7S;Dcu zOPhmp!~ zFV{0Q#XO12>S>#8A^{}vLTA=Wi3h}`E+qBNNGPe`eLR|&8A{?hO&>or2qk}RWLaN! ziXdOz?|gj92`8+&6Co;xqex%4>u`8!BeqkEB4LWEs{T83$c5h5%ck9O zNr2g?^@ijevP32RxAF6AqT4%@u5vqv$eqZm89bargwwvB+!c{aJhC2aKwAOX#?kfM zbE=30$d6U)-Y+Ii1AjMYo0pIq%Q=1{r%Q;>`B&60*2U%HzM9`S|dxBfH#7$S02MYa7iH!tyGbn~(K{G-nl%f_=(Gc;&?cY!N9Wo4_kVfB%xa5RLQ*cdH76KuIGIn9$feUm z0|kVYA#3*8FQ2@L`H?6cmQR$d-`;6a&Lb{I_NjF~%_X0&w4O>|ojw7U_AqhR?w`lYA4oDf6*8oh*2?c)O2g z8aZ75%tMPoB?et{zpuC@6G%T+UvM#z)QI~?^;^V~tTuX`YY2rXy{ZrM{6iuAsUH~X zMoFY%d}86&zmPhG-po8A=#! zZl0bG{7FV(o3XZxH)(&yC-$@|fbb;Co_(GXNP0RY<-*STkRIQqPNw&~2$Q{d(ks}G zc%|ojG;6vJjVNG*cWEa4`=rY z_`q^b^{tw@7aqO()+BV<7g~+CpPc#W2jk@6u<+%fP@*{5EhvnD^krrK_nV{fUB%Hp zds_^uLuBIRuRligln`+$jfb;Q%2LbeSZpX?@$jKv9C}(mxyQ65KqatB<=e6(WYx@s z?#@WY=l%|p0z zZe5UmKG@Uiw!GCSzzg9oauO;9Sn@hw&-g6*ja$jN*2Ejy9;nHvv#}BlR`}R-=oh-7Q=U`Tu!$@39Nayo@%>Tg2hoh@707# zkhA0x$9zLEj-J|LguTNs}%{T(PY7?d2u7=^G?GWKn`s(>WYrS_#CDr0OjY zD8-?!5c&IlrQkU!TIoGkip!NZ)pl+#gZY=@KKaX~i2HEhnvq#4vNWaxB|=KE(b&q7 zFSHcv4vH&RE-XW7`d_BinKHas+v~WYs|<5tt7@(plmpQ{`!7?<;Tn;bqxYp8FS)mQ z(vOxShdP)gbgUfuN@tBTT*@IH8ET{FR*v#B+e7&>%JGZ4t1xG}9N(FNTV)PcAltvV zPl{QAj2}ZC=_-{t6fRL~A6$vi7}FD)>214ufp|Z z_D7qPX=uE*Bl_2J8qDOa;+6erFpNoU8}y^WrLT0e@G}~AwEcAIjIP3s-&z-Dt!_RfWM_`>=jJba6RFQ0Q)2rOpccHW|onnQGS@|#(A z2{91T|K#T0WentWP?hO>8Q9%h*{9*dfJ?#lhKMH&h(BF?rBt#GxA{7z)2!=|c;b9I z>jeYeDz{eb4`(2*En46A5Cgh#^()8p82Fl{QhWRe1ABWc8(utSz-VTqP6Z6S+!l2- zVweHy>-B}DigoB|{BbS)ULE+K8I7{W8Bk4Y{;QV7z@fsxE2%jQG^sYHEY4@(WTjSs zLm>kTM6W3@e=*Rj*w@>yTZd@hyi3a+>QJ@J%{92M4lTvo^#Wt-5F4yi5i^Sg5t7trYkZ`GH~m9~0D9-DAg3 zFyT^jNVGVH3ID5YTi$b+P|6?rv}%+I5toau#j9BusyryNAK7OWb4WngXEf-Ksx3%;5yu-W$E0)KrAI%U+`8>d>Z$yT#p-=r1#YUf*b zTC^hdGm*V?egdY4sKbQ=^`^7<@jYeTX5TCOl(J03dD-lL?op~6Z# z&&RF}oNzB)!HhQiXAsu?BDM_%xpA9T^|c`rA#y^S+cDbvgz0#v9W6&sP#62RqxiH_ zUYtLH+0MHwL{?0 zo6s~`J4}5tM%O)WhZ22>yZqmFa27s(U8>Z9RTp?$7E;^sm_2>e|6w~KO*f5HKWfMD zw)#~J`*s}AI={yzxE)dP96N!mcBH6y=pOED$J45ulr8VuF~{uNmp;Ks)yLQl9QtYKL@AZ{T;+b{uvny)1UU9U>opA3osO zj$~0$8`Xq%7%u0vRo8Eawt`hn-NJUn1r?6`W3}OJV)p%Cp>4Q06DQMkr45pnE0)(< zwZU}8@Iz5b8sJ<+Q@-_NLZb zk*!G4zOil7)mF^z-SX|tomQm%S{1K7pJ!i%b9Ik?wSp(k%3fTc4TjG94tNUA=jqG& zU6+*GARbbDtYu9bR$o7+&a`Yr_-f~WAAYppMV!~qTK-mOCCx5a^|l4)kIaokcD6w3 zdDZoGb1gVJw*25v;Z__y{pP0ZqE^hPB?d{9&(|YasqmfFGC$vfW$x~4flQ@f(9lF1oq6f$6SmGUFhdJaB*5ot&Lv5h1>~&AN%^a zD9yFw*xGSn`flA|`4|V5l=45Fl^pyWT^eN_#er<&n;Q4)9N66NSmq(m!Tq8WCJ&@I zXcp}_`}jQ@57x#i`j;6I);p!;e0a7M2fE&L24&W`&Klg|E{CC+Qw#x^Zk^g^*5p3^N@YG zW)lX26}NtT+lY0YtN(3$*NCkB`858dM)cnjvbbi@h%0fw?)0fPf|Z)q2;0EYg663G~4e;?YeB~_AfT2e}ggOUUNGPsYdfuOf9sNCr zP10BhoVw!q?Q%`Bx>Cc-6+O^)7ULdxgndsh=CD$Wdc z9g<=qRcmtUi6nErKVNzIyct-a?lwJO0t~EJsuZ>xcoN3z82=woZDaf2tb9Et#FpON z!dD09fQi}PVGL--^)2QxXTUzoU0HND1Hu}4gs4}$z`R4sh$74-PqkKdF-lae4ZAZIjKeo^EX!xq65@ffO21D1IS&^%0(Aul*Ip9Qtu%kqX+yWK% zpGrDqjZiVS!BBABI28uR|7`3RrlPP*Q#~uO5*!^ibPq}e1T2(vzPSR zC=ho|(z3UvAm+MStm0}49_;A#p}1z__m0C4CEK&$E#q*KH^lVw68x z5e}vPH|k4n1Y$WwcSTRKH)fTRhE$?_kmC2MM^4ZkP9Fsd7F*mgx_5b6u#pESPCm80 zZZ2R{(^|e%IKh9Xh}uW~lNjZZ3c7XPn20}dn^(`gO8nQmK2|$;l~|mZ<&7A>LM(#f zb`@KnBpMARM$w%{#6PlNZ|1xv1jQ!G#|JLK{{xrm)N2PA{e19Al*@{+;-7L{ec(o@ zkvwy>JT|9vbhQ_~NjSYW=-wGOV&t$Qf6~^G2pa8GV<=k^j_dZTFVCGJ7U^0%Pk4QS0KDSQrh63R-CWkbPu9VVE!B?NXq_q2T0DvtEqPX~YLxu?>5S4xJf`hDF z$%O2c;nM42q`zdz5KmbIQ8;_nDmN>b3|!f@CNMmRET8=_G(7D?MwP|9wDO$^#o1b0 z+{Kh|Odb`XOIYHp+1H=dzg%!HU5V#kL@;E^pWVn=>I<3rT|5RUH=ye%WWYP-ika;0 z?FK@ga4+=gie46gfpc3|K28b7#37sUqOmCS2F{H&*QTvm{tZM#pkLPDZ%# zO@FnUsn~R;qIc+8A_VUw2rL&(M1RB|`*-$h7^C^&x?7AOB)4KGbbu=(KUoA*;; zSHZbIMn4l~RP)(nnQX{#=q0awOMxS|wi3lT2m1zFsnw;~7`-4jYb2BfxvJY*As@1E za%a><%ZY~a4jD7aol8=>p`*Ln`7hs+2l2J28A>@ARAHBb` z70Ck~dU(WG&RIoR9%JydjJFsqAKZ!Is}fAEI%f~dGI*KHwhN|} z6zqhrD8JDFN@|*#i|3n;+>mm(EYWZ+titcLsB1-IM{^S8iSArRCp^#zbo#h zBK&~}*L6`EJKtW%%#H@{HzKEN$7xv4JN;GgVl@g6-}io4UX9h|6}L7?*MP<$_m0_K zgO=^!s z$1=eI*D;w|Jn_)@e$}HEXL$K*wr#9~-fQir9*67TwaC+ZD6bY~OMmy~dDUWUORmH& zcARtG)BR(2EkXrDW5y5FVY_rput9Yl8ipi{PZ-q0FMorc<5)emsibS{m17|3ir(S9 z;|yGWBz=4K6$7(E!Z-9R8F*=bq+@3Q1LU{QwT)8@bPa4io_@9g=WcD$t(K=T1sYb*!g#QV`?6rV`5lI<6uw^6Td}VgGPm#!BHx5cehnDE_Yjd z-niY25v$z~BmXiXdOJr`C5j2}g;yIlyux{M`FwoJA9c3abcPKSuD6-|r)z!_gqH3Eqt!;)znn9GfS~CK| z8vCunnnCx{TBrN88N&`K@4dBJkXjF)XVopx?Ur?2I@AKA{1cveHZ5?tG8#Oo*@A5S zA)(gt7ChrK{deMP3!IoAi-%nRHNV&Ve%}G1a1mQ!TNb=smA78bWwwSQW%xvuggb-opXVX}ADbhUybPAsXbq7`Z@c{Xb}wc<$_ zclg$5HV6Mxr=+#Q<%sXkX0A5$^YQPOe%p%e2fgC2@wTz+u6S&xdK>tDO6XJ5+3OD; zzw3Fm4FPj)f~vM{@av3!=$F-o-I-I9QLo$J`*>~p`(^F8+aLUL9dA1#XKGGZ@wFp) zMbb9%uMKVO#wYDRwV|h*@ALifHVlOwl)5L~hGm=(mjAxVaS_xOG;OyA_W42|Wo5Eb#5vxOw_73-zU4Tc3Yr zA$fNiDiVGkng&3c;vu&!`7Pl8`i3m+Y6j&+OKu?pJ0oe9mid>!6UqO^_b*{_UX2) zM{~g+WB;A?_`ad#g}6c;dbaP;onNHG{Hsy*kS`tjx`j^aJvCUr>3lGws0QV=I>slu zYv8yv$Lp~}4Z7+oEqVoN;2nDTmcL^Ss<l|zY$*h6^U8PTb0Y{Lyh^qn;e(2E3P?6{6r}w!l8yR~b;) zAXD<|LkgZK?wL=pO@dRXpN|MF5prwSJ>qpr!~w2fgRKp0KP@Kyicawm$UL>bAUhWC z{YBfy_QYc5>d*T6SJ5!L)}^^5IS5p%z!V;CU%1~;YdLe(6KCIFh|S#N1o66!GnSXG zK|@hvaQDb%SR4>nWaXKIB;wXMK$l44mks0PP)CI zD-rBl*0V*{pOlYacQ2PeNsOBdneq%E{Q9bX(U$^vBn9>3)DJ@1=jR-*arGQ}H2<@U3o%f-HAXr`z|)IN~7M@)@*TnHq_8;g%u9SbBz zT!!h3<^IH?i0b@er!QGv{Qde|mn$*4@;cUa<2Aw|*15LMMH({>loRPXHt^52cPxKt z3J%rxI0GUsft)H#jAfEl7>im*hn5kK1 z9yxan7MJ!7Hr}v+g4+CxuFIBi>h&FnD6vLty0hTdtZSguxrP^aUx9`Vzeb&#J{kS- z;lQ-885 z^2l7QILneaX}g}%h_EDG_M9_ZUv7}#Z#v&+VuOfGU(rCu$Ze9iCaNl-C!DOMI*5`TGpIg3w< z#NV-lIZ}BBtXS3V*!QMHW9QlaN%!M~BjYF6MO96rk;W0OA1#fUwJ@9A(*g0tI{ zUx!1(ZrQHKGvN^Qw0JCH8;$pIT}picacn=>QuI739!lm#|LAM)!qvD~UQIL=7J6@6 zIr7sHENC?7bu8r@EdQDf1)BwR-IqDwSLX}7E1n0IT6({aM?REh8pItG@?q+8-g(q84_Eb$ zP9QW7k)^(~i`(+JU@enTiot}$ zg;K3@$nIRH9XM2uhDE6gIqx#$WYAptoXgNV?EFHyxeQW|d$ud`mgD@y#!H75%8~gZ zg~9i=0{)&C%~mQ_VVAzo<9QV-N|waiKMJLyW?$#(4Yz104~n1rAVGu5$T3;JUMl=< zuI_*6Mg`5ycS3ZE{g2+)Q+aMlL*CfytIbt3yo-$~QZ=lG0Iko=q^%k@Nmon?_SZlQ zmwEyhYA|l|{>xuyI{Nc6qGso6Ab38ryf3H*rNV2*+u0<0bW*vW*5HlZ%gDqhHOM#6 zTl-9$j=|@_r)QaT2-aVA2sW+72&W2n1lt#Po$sOxT&jaW^%i0K{yOA`>5W*h`--Wc zL*P!iI@Dg+Te>H?4wX!cPoHb+Ff2IvdtAI8c0Sd=&1v=M|Ex^ef0%*F^yG$*{R})v z>yW(~+JI87zzgvk8WFT)Ce_xv0o?0VNb%_gTwApLAaJVz7F&+7j-)q0%O~>VJYOSb z&WgEw@@zz)n!M}>cHcY`QPL@Pp$UPC+{gC!G~rl#`qy1*O#FPg%cxkb2|5b@E;aNu z!bR>=_6E@=#2zpE&s?kt7Ke1VR%kb2?e(b4s@f*-U)f-KcL@{0B0gTn4Vh3{EwskK zl?lqz$-INbtaZZOOG4U znfTht_xRTw69y)Oj{1k1@t)&by#LA;U^@Tr8)^%3Zb{hBZv!r_lS6Jj zwX=`PC?YIKzgO(rwwHy9P^!drXBH;f2eT~LK6%KAkxffv$IZLB!x~u#9{Un0KFI>- zb>052%UdBCKD}W6gM~U)VH2N3D~v4VBZKKIY+B$6akXS2PhyVi^hXvxmI*E@Y-~k6 zSNl$Zovk=U5mUS*-3pbaApL5#mnp6cY<#2KipprCp9Y^;P#E8~*+GDvZzcUKS*R5^ zqQ-xmyV{C}s(L%7D%oDSa#(cxx;Ct-irI9-v<=KUiJ0orHq`%<-WcD|1{bF-tM_%c zL7VYxs_#@A40>Ku?&-9Gi~q^P;^!=ErY39n^s}%hu3^42mxU!(&TszkxEy$d`5>zSJ(0&tV}CSY-@qGdzKjNZVlLy= z@oPY8p4-vyDh&`&wk>nuZ$Jv8+3?031Hsjb;oqn0(cu5?!xpW2Obtb7WklDZ(5Xpt zWq&O${_u)liCV}>wA|?LtHqqxx+lVSYvB{;m;TeY7K=p#DsO1D5K#_3?k!&nMQi%f zbRjz84N6bU%vK}t`!YWndNq>Y3CwTor-6?nHaB4x4YxLa*;H_ihOGiR&7%f147lfg zKQT;&oOGJ<;ye{kxYzIBl}E*+rp*F^oK^T=;PPOO%nJNIvi@R3UpbPa)_r$k&*9#u zv)4boT#n6#LwyHdmLYR>!Q$x8GFTsO2z5dk+8=i58NDjQ^xdBqO1w%SpC!04Xk{_V zBgfVHQ;HDCIuUgwv=Bp%u5lgi1^8*~_3B|$0d(JG_Ao9M;P2<5{~0V6fWFdj8=WT~ zvty^XUZUloxWXsqdm#lnzJn&zr`Z^jd2=N1dGdBAU>Rjwxrek9fdqmdAay$ysd;)b>)q)Tk_3rQ1)!rETa^y|r ztSdAYz2_GLe6m;Ej1v8WB8C_jA;HZ3{CVqD#C}rbfuKz3v_1FpSBIXss3h)+P z81N);ukg8{z5sKI6j=xdQyq6)2-6!-xR~pGD-AuGqx9$RNTO)oeLAGl+Q7MtAy-bTWB2aUEJxi0QKI@D1ma$RBBu zJ;y#qAg=L{^pG$;mN;siR>|dkzERv)pC;w+*A46zO1?BIZ z;z^xJ%quh31hOV`ym!m@1oFV8f52WUk$ir(r@)~jmh{?MMPKTSA;*KbPYEuGB?9N8 zM3y+mlFez6ofUJ5#ADa<+O~ouqOPDfl3J8RMjvhnIsGq%)LeF)RG^SzRSt^blr zl8beBHm9Z%aei(JPj)gn-FGo7s4szVy{r$FznMzRhAm$Ag`|>(qv8BJe;k0Aeg5wx#KDC@F4Z z=Fo(~h*^l!&xhMXiSV}A&yP~Wh`9826Sdu;gj=FPN1HQ{uqybvm9DeB*O#VRcK14A z9s{IMW<(qosT~DI&S!_ly}2{mk*z)G1&gU^h>smz%5vo zc&0f`xPV1FHQiR{0Y8hBo3Hu(vDs*o+>86c@G&fw9LO%zab{rB(7%*4YNhI@7?W+BgH(uvq) z!|F+S!B-;+G=mvdxI5m-fF}E-up%RxRo9-7NO?2aI(pVvchnjv?y)A~qn2^-D zA0;@%;~7o)REBrwHu$c6SBlGhp3k1SmtuL|TCW4;rI5GIf3Vc24F5K0j9BxOn=T{5Xq2iC>59yflE8S;hPlruH=mkwnIz9)! zq@A8*d$h90-kg^;xGWOHJ9vr?l?^@9V+OV8kF=$Dm)F9QTH6)$wiXWhPlQFe+4PfK z5ytMf-#NcXoBXMPjA_-Cf^a(a8A+Nd3fAJow)=~Jm)BuiiQ7A#74?vwd};EJ?aN~k zbKTYo3>1ESa#mHf9!XMXj@P-@;YQ|RD@A54)CUceo_(jIE^y!7-I{dposZb`^dS43 zUOXmk#Wiq`KNYs+7#-AghaA?G(Gg{F?n#Jd4XRdjFNAkhW4Fisol#}gFwT@dFf3FJ zqYHbTl|8DVww}4%h4|5=?r5SkjUk;)a znnmi~=3sE#yESt>6UOB-wd+IE(4-=FJIIkepDs*>400u-SM7s&^5-PnmwEZ?Q_Njd zG`{#>vsxljXeINXR1;x+DwmphBp!o8PorK>#bY?4V50757=)K+GimC+XxUKdr|9So zV-?Eq&)qjse4@Qs?w&O^)has1sW>B}wM7HA*KxM|Kzycy zCBpwcG>dV#L^RBoxtTk<62@re2*tsVDD2q0XzLV2=v~I-o^=RO(ag?2FBL{C+TNd2 zHVY<<(DQWj*Wo0J;qpE-Es|)O+8$bnP9QoLR(osQxl7W6vMj9llF8UqkV+tD3bDT- zzi-K6D$#?cxsy;Tky5$&zw6Ser0@Nfp2_hvqCWa~bCOdUS(>pm`^LUZLfd&sKWLCb zo_+6Z<(0@IRKIfvC0+A~hoekPc5fcJp~lG1`4sYh00030{}h*ZJQm&;$59kT3S}j2iIOxZjv|y<5iK&y zs;m+zdt~p;V|$FpGd;$`DKfq!TSzHNC?!-v^?QDQo!7nh+$T}OCmwZSEKRxlH7vIyN$KTcVTxJGv<3&#Fa@c-A40ljVD za(g5Vrmpt1b=IfB*S4TDmP`V8_>$hpwdI54T3W_pRz8f=$7N*B7eMhfF$S}$0BqBC zOU9hc2OE<+1VU{dkQzTu?thU3G9uAp4~DZru_K_-!7u}Yzbu=LGc&>S&xf5_=Gjnp zgG;%69|0J)?GcRPY?v-kna?rFf;Y@#IvN%k@RFk`sqw#5Ft;mdPf1CFx#i4uWkx&* zuZq1IbUX%p2Pdnl<0HZS=$Rc7e`0}ftbX=yc|634a&5me5f3&)Q%j7fcra_~%MAD( z0|cQ2<*nPJVLfqkXzXwV^nLQ(ao;u!6ckDWovH(2L|ti>e^>y}%WfETO@@Q-tf}vf zC(*F$`LT5x9#N3Lsc!A_gmTW&&=C$K%lm`G^Vs zM2vXyY|Y?QGD@7ztM}(k#TgaZLxjv^tj@c^lJ`kQacgRaXmJW2{I+zL)}M-!?q|$s z=Q40}kMh)Y%)*f@?n&LbY)nj%-4b;;2UB_-5BY4(#asUB+-{<|c-OlutE-oQ%*yYa zNgV_%`0P+_#>m0DyWdQnJeP|OG2zJNm4|%a)3ldN@-aHK|@l#MSGBlh|fAcNE3ehyu$3I0VGgw!VV}rNk#Qr`K#xB@++#*$=+OE@XBtH^5$Q8u&5Xy0x zXwj!0K*I3C%zK}MNVr|`#Ig|EUp<7UyM$SRvnt2;pOqowj@Q0dO5Dll#c%s=C7q1P z**Y{{ehOwt(lefWlkt7Wsf*JBY@497VziNrSH>eEm_lS!t9Y>$PLNSLnz-|62pLb8 zimc`CBjdukwS2#~QE>G;o}8PG6m;t6%J{y6f>OIa>-!Co+4Ild%CP-Z_E{?EU!!2) zB|a^IK?>4dyWOC4Q_-3Rj;>)e9KO$SW#uFtZS0;@Hl@<>aP{yHyJ|WH+L3&sCuw-8 zXWPTGERVrQw}+{tGQrRQxz_L~(l+6`5MW^E{C>)V9<)FD^~TW_p^Q%5OSy zQTtLX@)$U0e@T2nm4TvvU(*-f&~RXRqm9Hy8rF*?hjbLtuvL7wc4{pRPg>p35agy~ z*^jlMU!)l*dE9gdY_G&5%jXt0FDg-*{Gm-;iizS~x_dY}EAh)sE}rHH2D~%Gz z6TU+8aUMTOs}QkZtJE?q!22Kt&GH5CsWbe&htP1H&m?Jxp18GC=E3`i$q$^ z(9nb_UGj1#4XbU8-r+?m3XW{qk|9dPn_-N=ObrU&Ra9jT-k@NBo%4a&e`FkMmHqS4 zjDq_T{!8XKOhIn_1i3MG{I^%{EYGl^;7(3kM+pfE9yqegGKHOYyV19;GB+zQc;4%% z+Ak8$6)CsJYgZtZ&J{XWOG4qPruPgR5<06&Gze$^1910>8Nvx!HZH{9j(3VuY3vGnSAeyjv^vMIpxDwk786jJ0kz7wFvWU zJ$^9?3emulTX=G;5Xb*JF!$cR5GOR>E)rfBpm_L?pcgWQ_{`~&=$D^)IM%hg;j(Ei zx~a5VNay6BrMKY2?NbC42x!e}tO;DnF)&-0+58 zyN@K#Ei`Jm=GMYzj=sGDq-CcA=o@)9e01kUP>+69G}~+l1ZC-dJ~2n&SaMf4QoI4` zS~tr?-#ftFqn}E9IsD<>E)k)qf)L1WrAC-%M8cwm#P{LA7_ci3(0;ef?h~;>hZKIr zfU3rxTGQjPAXap=kEjt3?<%C4I#uFf+o3M$$1@3_{hs%~L9QgwoXP!Owlf`$ZgzN- zwk``2>?^Obin1V3M4%u%C=0G0=i{Vv5}+gS-8~DlEFga?tGca|1;N}m>&Nb7!t_qw z;M=JguwW7NV4o%dECt`l`3>d3U~iK}^@&{Y8KcF{9L)vo8zTRiwCBLU$F-kc-N*sU zOV9ZF_Y+|MH5#>K+fWFqzGg9qo zaG`~^{=IG*wA?>(*jP0MHi+M8YqCy+h=r?Rej)5^s*3%OGczE<|P2?7O0?2&vdb9ssA{=drj;j$!ga*Rb zvxO6hU@Q1!`b9w!B)MhJ38t~ryPg2YSDi^%6`2UHMs=F}#gk!wv+`U3M>@0= zPzQu#(&1aVAouj+G-%{iJ*KId0qe2|?+=nPz@p@4MG;RrNcFuPn|Dlsu$Yn>`LYyH z3%qR0l1hbt8fq_c_GiNYugD;OWG;N)UUX&WR4&v6JG)Tc<%0VBz`Zf6Tu>VNzS-sn z0bX#+?A)Z71$|K#xrOOzz+qtYHS3mn(9>W03lqtVp&D}M@{aB=6{i-!aE(6=e^)o6k?`X;7q;rBid9M)UUY>JRY z4t3`i@#?>79BH=P$JUx)jQG3PK9dj8>9yL$^s9kr7Tj6(Rx%jf>-Su*kP1hmQTM3& z{ty&?*HF(D9DpZdB92im2jTNh1?MCFAsD!Q=qt4|0-taQ7B42n;gwcKQb2bCzMC-J zCbve%kVrL`NZ4L<(rQY-)+z8Z!5r+(8sPXtqSpj@%lqGc||zDp(K+x zR*bS*CrD3U648?I&;!?%q8qo$t-9Mp%;?CBA8jf|dyj!c!%8CBwLN%gvAP7$FI`QD z`cZ;k>{F(2q7(>DaLR<#2K(9cABbcds9zqu)BlW}*QD`&?IXtbAmk^cbp{cDv{UaHebUW1K++iC+zyc!1?=O7eaqAFrt(9*XQ31 zYz^UDU%~F{v-X**CgLlxQAhuVTWuxksX6@EAkRc^4zt@f#!O`1&VSE5#KbkRB#oNq zl{oP8+MddsN=zILnxy4bqTuP)>j`aa+gOMKCz#09HyG<5#KbP$wOw)ZOiVI-mG2r@ zg$aY}&(StjV<{dMyRM zQ5I@`rW>wSWnrh;{^7_6ER@>dyVs?hh4P`q(^W#Pzc$L722b9&Bdxt3(HFzs2+zp@uBT&ntg zs4t)nJ*#_e_pGi*1EYxB%Wvv2$>rBGRd2-o^`lJ+Qcp3ZU4Gi>17ewk*~mW<;+X5} zqVML2&5Hk&oV5`77Mpbw-`3;Y)=w!rQtOc{(7Joosd^Mnc<|C=pbl3~|9R-wT8AW? zhLRg$b!ax_Y5UfZg*(nhM^5I|Vqv4-3nDvC>Ro-mT#weW<9jScwUr&e>qM5p`dTE9 z%M~^?)}ZL&QvDWI4Mu$J51z8E!Jp30&Ntdrqww!T9JwJ?7_%e!ks+ChgC0Tp$(Nb< zm1I#)oT|i2Ke&sRSe2+%vOM*-w-Q6FP_E=#C2r!_=GJ3aiSud~F5P#j#JzqKs{gtf zc!n?g_XIx!ZRyKLrV8o!H{NT3PnnJ_!h0j{G|*7_@AOw*8ydzJZ#iK&M8y=w`Qi(m zRBY7Gp%uQPBA28lXICo~9o?_E9}cBr>*w{n+|Crl@S(k+RUsgFvB$9=C-yV8Y|o=pj7C?lwoX4S#I>YNlY6O!xY#mz=C^JkZVn0(^^_~b?n}S+ zQ%%_aS;0zzD|>u7qy1*}t2`9JJo) zsn1cP6Y!^XPw|*%9BSx0yQo^k;9&1U#_H}!RF@Y$==m@bIa9B0t$rSksyd$f%)$uF zqKlQ$c17UGQTy3#QxRC@HfdsY&=+rnJhQHDx`~1!@99Bw8+_Uk&e}M97JW~*)~bjo zBZpB-j&jitwXSCujb2r;``7uG1wX=c!05zrT}KBa^gVv!d$HIKOu1nC+g$P<_@0zI z+>`DLnr+whGOvZet$*fYqMsvS{oMy@#~((4&hKxbUu`4d=^GbYZlP%Sk@$1ua%U_g z6_3B4z8M25Ar3e9yC*?&eI#k6C>4|?(#~dAra{?un@9>V18%=BZ#dhK1vK~0`P-A3 za8GAFhwWS@=$SfP!M9nEvWjIf_%R#qOnauRd6NsFw*nY1HS?iM$CrouOFqcPd4`D{ zDFBX_-?UBz7C`!S-R?A(0%)mm*rIJ!00~{NaMPp!jwo|-+ng%^K`F(w^_z-eW}{|% z{3#-AByM`SU4;lk13z6F(urU;G07jDNCf)WLpk%kL>Q~zO~^lA4C}d~BwRlf!R23{ zW93JSK=)#9$aydJz8~TnOGHayX<)LmI#~*SL{9eVAT5CXrajCoCHdhkiPCX}$%(hCN zw!c#+i(!BLLE;>v2rO1v%iDz%g5`9&!{(p)(CnY=*Q%5cBgWJ-L+*J{+2m}eNX>`6 zceZ%+v+_ZWES;KRkq@uy*O|}T=EEcD2#?Rl@}Povr_ClW2Yh+Y@@#V>fYX_whg$mC zz%lc7euAC}=a02LcqX3%QF=Z?4K=wiUPl%S6UqbGQC=5|{rS+}utt||nGd7tr!N0~pP7O&5=s1FxXdd&iVg;LSC(vZ^cv=JO6ASDkX`R`U#zb}xrr zf`gky% zJu4}7K&}AR5+1xU$Sr_ zL$ga#tmD2+s2RPk&If5wXTJES(q?X$sh56`r-N+ui>>Q&i$HXYQ|)LL&= zroct9+cO0c$uRujyujtA1lY32f7n_e0jxUQN}qm-0Y3MjhFAaMp)JhpEww!!y3KFz z4&NCIyX@_UJ6&R7?IDiBodr>lFu&#I9damqx#AYr$P)rxF7DDAbYG}4)6YG2+6SCg zlN2To`GZcU+kmvJALy(VQR&|71(Oe}v`Qbl0LSOgGFG`-@RXrfw&v0mB-c6~3_a_H z>I$-auate!?!YdW*(rZakv+3n=7=|PWOzPbt@Qxgrj{=%n)x9$WALoii$FXX@muN) zTi+5qo*1l`Cp0FnOwAY zzR~*ZNggh7T3SWO56x&g9jza8(W8psc#l1P80@VS`#KK`xx)ETJ|7#q z_J^))CYuixIk|m-bpVtSzjU}iQ8hTzNt`x^axAoDUmZ6!bt~F&# z8EU#p&HZyKMe#WmVZG&2+;c3pT}Gu0C1azXjtG}y%O(dYctXPXvlj;)DHZs3B7Pyl ziHxJN1+5=BD41}(*RSUf8NWpPRIw_^I1$lJ*ub{b`2J$oelq61(cE!=g^cb;R>Z&G zq2P$$Z%&hO3g+C?-!ZH}#lQ7>yDmMVqWzCzzqAchG)%9zctD`w?12E*t6T~OKVlvG zGE2exE(~jW@x|)hnQ_5Qdd8p_`33DJHpkieH472kR6|HBooQ2z{I2|f@mt&5KOINub zma)0U^ZYdqN+}g(d{kbpSEaJ~FfP^xsK`k75G^`I#W?pkPY-)4njM?yP35GaQI^QM za(x<#=XQz~rqEEq_IsPP93Af(XgpD0&DIAm?!TOhV(SXi`Yrc=(D2%j*ak&YIu7vj zTp?^{p!K_qtIzK-@KOQatg%-m_FOD#N?OCjpC845N@AjCt?5chEfbr+sutzCGx37a z>1tLe6FVNrRA&93)ARkr)OS^(=p#*~%;qXINl~!wqE_SUWr^%_Cu`7Xni$g(QiHMF z&tCUQ)MDLD`mKUHH7KCA_qSwsHCClv9_uP;ikR??JD@ zg)yqyku|lrXYGlagx$4hyqK)ryM~3bv-$D24zY0cy*S;G!W!h`>rHQIsKF~M|LU|) z)gob3Xw!@6T2u_Ty~8wRp)Yxc^Mh+0PH!8PeRr14>&x;^Z)A|IXDr5N*c^TLrhU-x zP(51leeM>yTZdd5uCC;CuyB2PL&1^)3x_KjmEF>7@%HtTVfr<-s1};J)u*r)^@hHr z9rUinz6gR=V+R)gfv3l-9HRTy|^yN&9XDwO(TXva{jLUrM0 zF1G_!SYxyJR$ZV9-|?C`jW|@H`LpPCrAk$ptJSdbUl9|ZHhucos>;M___@8Io`EZo ztp?3v4D`BtVH?Sqj;{LLNhh6Ycs~zZ(}QU!8bBl$9uYF`d9&nUU|E41 zWT|}fIa*hQFDg2cN2x{lNNKrEHm3-8O@1JH_7WIH2>1faJ_2ljNV-_`q;do;;e3Rx;gv zWjd7o{B47A*yFn|rIITi&G}aOotcb9PEWhFA(!LvI_>ob*Spbpq-XU_?LDEm z!KG#~xh4?v4fuF9P5n>-vhi4|FLoOLD>!=04^JPk*1Ue{0cHlb6SzCQaJ=Ymn5CaP z9^V%5U&MjS_`>P&M+M#+FuAH?=`XhxNZyTbx<7Io?g|m_@s@bPUB`+Ka&q@U^U!Fk z&o>|F3b||;eDpqC^PaP8Jn{%Mug#kCI0r#cckTN1t74!n`EB;7Vl0pcZ8{?C<3Ms) zJ{HvCz|YdgiT7bV9GgA6PU>?k{7u~^Z?!ufn1A{st>)rj@YO}Far<~EmdS516;6Q; z*!b{pVj8fz4hxrJCZO?Wsn2%Vuu%GTJVlBCmnHu6S3D%Z$A^vvckd9uP+7Ld+L!<= z0ojB)?HsuJfgHSn+&1bF0Sc-=CiNLx1`}1!$M@uVKTdh|vgIZ;|YtJ^2 zAXP0iYF~H-NT+1II%G@+i)W{)rRT`-bW-h753>RqmfJ39s**wa>a5Jh+zOC8$_CjW;xWP6G1EnRj&wWQY`t^5bi#z^J5S#EDi4>?R5Fr8ZH(lmFgW?k@^RhX}c5 zKBa)gg2D!o?G%vLjh*qCCPPBbWbJBSGFaLDxi=$1hCs=gUafI5+}&oGZy`Yix!+AH z%c4|>FcaNau$c<#DK&cCqZH`>XqM|rq`(!e@AEs?QGlpn+!1!048ybgHv6w317S^K z+WLDWa0)s3r(}$6TXXeiG{|rzu4Hi&`<}`39+n^MDu5;T$y%s@1a{gpr!M%EgUa8k zWWm`|h|c4h-(+0^l~DmId0Zv%^t99#!m1Lu=IFZyMA~AYl9XhS1$5P$;oXg;{n!UXNXAsxJdg z4lO_B6%zE_dSW2Y=G=(t+7YdYSJD|1_`Hj!{@dX&^Mmln9Sy0MN{gL%my+z zF-2cjy{rK7mph~my(YmnV&j)cNeW!H=-(ami~@6d-Pc89DZsyReDfP~D(sfp-4`!J zgGaumt^pxb*iRa-I+#oa`Y&g$ZN^kM*O;&5ewYd|^?$b46R9AdWn!vyfDT)?IGe~D zFrbH%^9JcD1JtK~f67^6fZQED-N)4opk|G$c&yMN|JpjGR&_dzEcO5A@|*^If!jB^ z@Y6u6VZNBBl?JDMc0LhW#Q=Uk9*w`9bQsGEp0wUWhs2~4=0W~6kgOZ&)-0le<pG*jPuyw%37ymZtQ6MXSdNj0=494_J zbm3EE(EmAn%OIBo%hMKrMcJJHKL7v#|NjhEc{CMl6Q^wTCQB40OJz+`kqA>NsgOb{ zLP*&uSz2V@Nv?h0cbB``t~>YQ6QWW`UW8PZvP7k~#pkcznVDzKGiPSb%=}(&ito{g zt%Q#W{8pd6%E2Sb-0j=BGO*+lVx?Ryftluc&VFM@YIQk|9|1)wCRvvPHNJ_wJ+3>#~|Jfzz#O`^*bKAUu}-}zJS`8x`G*{?8s@@&9^31uxiTTd zAw{BxlnzB!6H1;DNwCU65}s}$K#%NBwVDC~lrg`G_v}msUal`^Y1v7j8^5x6?qwp_ zHp_Zv|MM8~);0Z8KNJOR<`0(c5kleEttEm|gKnzK@J2&3fN%1)@j9*EGrcFx;wmgY&+5B#N5W zi&9R(-70Jhmq!=a^6;E?8aFRB1@SsRWvfAS)jANNzGas}qnOudS(`pNL<~ zLi04z6VaU(GqE))33pGN&io*eiaZ@sg*2Nq6e)=pSkTYFpxr%3U_1k#CMechMW^G? zneOJ1fOMSs(9dfxo`G+FIno>cW+M16)@euNVCB@M^MX%v@i1GsH?==Kvm?%(aZtGEw!Ln?MadriM-$kt# z?W)A3{X#62?^S5a=VK)3T8WwDUeb}S3ViyYE``Uo5|#QsgruCP!uZDR=|V$Q*cQ7W z!fvj{Q(;CAZsilPb0G4!L~ji~KdvotS*;e^66PwlmDHmDnPIj3S2dWaqa7inU4w=> z3Yua!v_>I;NXXzwNxhr}4**Y>h zXfP*lz9XTtq)>d>IT9B4(S^E=NVxs@dMOSQ68@bd?SJY^!cD~+t*^|i`HQ%Qatf2N z^U6LQ{!lVb#ZT3^g_F@DVysMPg^cXMun}HIGMc)m-`03d!eg;NOX<-htor0Fx^9q! zubgx5x37{=kW)?Qp*$Ha)5*xZuA3mlCZl6Y>VpJ+3hwHA^K|421;0nRa~$X( zBlVxhIt+C(YGn=nN)0AskvKEnNsEkj3ZwDr5o8>^!r;j#k}+|$K~X@Of@ap4Br#VC z?(zJeSNSjnk5;=BQ4Ohh(pXL~yNQDRg*BzI#uR*d&(E{ln}SNax(mwhQc%k0eUir{ z1?goibKfse@v!6a&#(z9zW5WID&s{%=b?Je)IT)b=@9eOD29g5oip6;h0rj$Ks}{< z105|K#U6fS|aX9Y44?TmRfqhrzF;B&Gh;;T7G&+0BFX_`*QY+O)nNFPbi1 zT9s@-;cIjIO9C2jVIV{v+#66orp|f?qX7*R8qO@}HDav;v7>*r5##i}bH_V1;UUuw z^}S~p__1gBmq~XM_E!x#o_Wr|g?rRvRhJp4`Jd_XF3D!JKl0!GW80eX_=}oPQeDm1 zQnOn;VVQ|lE*WK0>ktEzx&MULF)=Uv(=RI}MDM`8j~~o3Q6eeC)jSF@;NVN07h73) zlcVp#4`UX7{b-YL(4B>;A`_+_Ocsh5uBOEL3$rz{On0#zdJ={a9@_ zS~k_FZc1aLMe2H)T{CRl-u?b?$bW1Unv8CBGH=1i)_Yk;C@q+&y{}*YM+-Y?D8~*++$ebK=_`J-N<6VaETi zzFDj5SJ$&@3Ld|FT_?6D)23&o- z+x&fJJys>q`1bv;9*?wHczf#iUC49?k=sPwQN8FS~VHjLEaCU1=$#=q%! z!i?nnxsHZk<0UFG(rNfm(~da&or+@{^a543(=hM8pndxe8n&!EC-u(|6)&GOJSkyD zMUqzegF6CLY%?zXlVVRnqfZhk#-3#4dop|9V{P6HY5(E;X-LBTE_uCXdL*>a+H9+K zg@i+*C+{)V^vae3m-Kd$P?%|+lP5^R7P_IM_Q6^lO4p5f%(1b}zqu5?8LkPj@Ka ze+rbLu;ZQcp3h2fZl;6u{!0;NmniyKcNgKC#lDy@-C`7buT`M!P>ds`gqinNMHtKD z;Sl(}gciC0S^z zYD3=7n}f-@k9dss=OF)qO$=SBZ1kjgadMYtVORk+y_QZ#T9HuOyL~Cx=R!3(Uzv=S zpZ7k+X#y?;x6N|yNkoT6-^21g1XN8PG{}r1AoAK)1!NI$=?W(r)eunn_-3vuL@z~Ptck~+&|~3v@5kb0zF*#7(AiG5yp^_T5^=V&kFaN2I@SmBN)-&R!r zIC`L~_^X+bEuI*8{PL~OPhF5V^>cyC2|FZMH5)M8-EfZt_rU3?)36~-(_rzB6O^dl zCL{^^LiZ@OgDWloR>m=+zt0bbSGUDmIQqdQ0}0nI)4MmhU0u}$A&&%&k z0n**L+q%7J;HtJbR<}6~jxFs-R{EU^{3`Zw8zNI+roZtK<8}(1dzNOeZJ7d{3tsgP zw`D@`Lqh{u-yAS=xc>a^r8T@pQ6vWDL8D(-?wE8woI6#<7&FTQr}g<4CAIS4RAnu3 z=Z-wMyzC}&b1oN-h_z~7u`Gm_Bl27^=Ebo6n1zP_krFW4`S*ALM+wA2?D?}LUFDZ*&AOaix^N};Q<0lo&T8=(@zn>0TVZw~?>vUjQ#fd#2 z&|z5g?W+@3bg1}ZYNjDehhr8BvU3eI_*nR}X5)Dp2r1b+M@>>ed@%d>wh1bjR`q}T zBSwcM-_IM{9?@YSee~$UM>?pyWf=I1*MX8rUWWJt9ZG-YJS4rN!;8(0Bh`24aOfn% zb~7IxCd;Q~US-jMVBT!Aa)1VvKC6#zsnfxyK;^3@PaQ;;d9Q!>oDQ!#8us{g)4>|1 z#)P`)aQFG{5J77?kaae?aLLm_aXDMMC%6A8@!VRRzvdPr#%Lfaw_sm$oCX??RnE??<*#6*t7u7!3Xd&# z_zUx?uv2t(hq?|8qSp7gf7YhKYS)H86MQs~_KxecTC;oneKZ`p_Fm-l&;?yL3f!&k zQFHGj!)j4?=Rs{U80_3X610Z%vIbl4@loJ-SMrSlcM6x0K&d2abPvANQuzK@vgk4gZ-sSk+V={QkNQ&aR_4sxH>S#wUN59k?3dg0O|r zaB?F|>?ESOej_Lh_~hh^G(r2q_+J~%CYZA1jP;vsgyOg)fh@r$Fpi$R9p2IiRh!IZ zPhM++T~WyxZ}?5WRDg?TJ^B6u!w-5wUaax|{G8;_u-J-%+w022cD zN^R5I&4S?H{x`N zcq8y^>$@;^x)GdW)O@~8HGoxAniScj0V*8tDA+gD!^?4T?Ql{Z&|QsteooTiyw1f+jKgk=%Cxqr}-z124nx;nUefSg&QGX zg*-K>przLQbRm%f>O<3>oe^X>mKH6W<3NFe6GxVg3{#-mqY|0*6yU7v(;ogshIZ`I zB~Fqd=8XA$Hx&}RJ=A?j zQEK&l*%H_lz$rz*B9Ph?BtO2d7);-e3i6tjz!MKu-&NgW@N1P^nSWmdH|MnOpMO>e zAC}7546_1=(ipTnI+6#f;YVi^t+K(gYUCh!M<#I9k6&K@It@O}?D}wTM-~tsFU;1* zWP!uWYiCpjGoZesy{@=79Tr1tH+`^4g@eC-?YI(20FzCubHA=7K%3HU|GK&uaDC-F zQC1WVgE9=BUz6cb)~C3fEE5A+9T%4~a$@1WLg_y3vPjsq!6=;C5D6z`u4&EMhX5ma zdVah)5Q0yUI_6cqfqLPlXzMdK_^+RvIjF3BJ_rYc4OR?f z!|>#FtK2411R7`f>zanf;7mteldMZPUX&9omXZ&{;OR{owu}hOm9KpG;zBgCgD&ju z&5yz7m!jmJKX{BM#WhN}H#|WNyCVJY=5@LFKw(EC$N#dCk12m^ zJT({7UAE~E2)Q`%p3L*V)jSOF$`UZr6vMacP< zv+$WpF^VK49n<|?h-M=lL5wxDJNZBF(6dF@&EavWBCQA$b+~PE4;3RL#H;7EV+p4F zj@tQhmg3_VDNidtm7>A(#CsQe)_BC^tV>>DDV7T~s`|8*;FLaBSXoC2KF!u~p6f0_ z75UYX9Xm@=pi587gR2bp96YJ{Wu^?P5BCd~hLvMuNW|i1={3Hx3LP?y71)&WRwTt> zjZj{v^C!8KVX3?T;euxwK6`ld^X9u{_)ey;yvx4~Wi>{7kK2}`U5NBy-r90BcuTJ_ zPOiWgG2GL1|4RHg73TT6qY`gF(;#uQmgCr1U3&e4ay-{6>-{jO9DCkv_0$V5$Hm}^ z;VlE@c#0knR^nNK2ksdw4s5JM_lmBUg+-OvQ7!vcK(`8W_?7dHh*x5F%4V~i$O`>;0P!SK`dsS@+Qwl_)bz&8l4E zY5U9@BfEcA;3(ZdWus&TdP?aLbL%URe@nlh9A71-?X#|XY*C5p_Rx+Kk5-}1Gb8cJ z=qg<1d{UpWyBfy=&F36eD^WW+LjH$)B}TXm-SoUuiRy*9Cz^dL@yrNw_Jv>-a__P6 zRV}Z=jUEHG#J*~DI+&fxr_AvhY+LE?J{(+&#O{yZ=)xp)P$oqh29VHAWtIC{J_+m7 z>z79kk+84hB6;U#5;hN|u0O0w!Vj@aDK+UNj8cyLJ;+JM!LALPPsfsx|Htd?Jt7n= z{wHH5mr22L&E@5KJt}gy_g=+C3YJY@7@VA>;E&B&5ve<BBc)*WtAF>v}~}9co&hu$wEY z!;j5v&y-%&q44uUZV#_|)bET9YUXLc=`=|muEYkEI_eU3WLqP$(}HG?_%|UVjPI!Y zpC)|vH=?dKwh0a8-IfM)8F*WhPgus9fv%D9p}jX5=p19Z>C|_Fjh4!1I93>JRLrO_Je0!5{Y9p4 z*L$(?z0&t2<0Li){NBIr&{H;!1mx}wJ=B6bUTS^KNo>Kg*$bba540e=c=?wKM=P4Y zBdQH+w4&sL?6)CnZfaX83v9Wy4kMsx(Qi*KA-mPWZ(>AOrG|o2?wuj)Z1jiz{3w`_S5b) zV%PT7`~TH6U@lijtbSkvY7VM3T`*}tmo7d{s&xZCASuZzsWhP8R~^>rKlP}!zezh~ zwjM|0KQq%Z>Tzq*m8#oHbvQVBgYH&G$Fl4#nn6W$>^c@v-$SC~)Xx{KV!3o=ufD4N zSw+WQqnke7SLxV1l2ZB3fR6k4SO7;rxWD3h!Zeh2k@4YqNJXNyoO?1a6;E8^+-dxp zg7?(;mgTi5xJVD*pe##4WA1f7CR8b?eUv%$B7lMyOahtbZc*^#F_rjQM>6)%4khpF zAfc6lhw05%B;2v_s-lx139Xf{{WH^Fi{D6hAGP?^;`DoduG4FCMUE8D$4#t7&$L;u zn{~CA5ndt?I$47+T__|UAtEMr)!F!8tVTY2!KntxYAh3LkF>Y0!uCVi>mFnPK5Pf>FTG7oZnDyS*ONo|_Zf!0D? zTHX8id3ZjOBnb!EM){c8qPXf&mX9HIhvz9N1!&^F!aZwMfQLjZ9awG!=-HoYcWX8u z>sA3ORxsvIaBvf18^2)92F<$5M@rx8mz+oN%li2JSv})Y? zocSdN$tN7Tb3Nm5oxusUJJdL&_sfalQXE#CT<5p#bQHE7R`M}74Z)K;_e`YcJVI^1 zUsc@U4>1k-Da|*1FfeYa0@*$|)}d*yvCS79zl}z;O!;H`)o0$>bYJw`BPiqh(GjH| z^9Kx0Yhs{Pn<}TIF6NyFKIyOK;Fr3y#_F#bNN*XguX%9-SpTDJ^?0I>3x`Jytc(qC zS$93lzSI&t%I?`z3iyD@!FK2M|K5eA>C3f!ntniFI1Tmi_{kALhhOQuaBgLvfIH!Im@aWx8sLJVhpimM9V#UA13I^8hV3DuZ z+~!fRw>(kwc3L=W{x2gj%_khR9QoZDTw&l|>hb$%M=ZWI*~8n`-&9ncyq_`LeNIHpreoud;X`8;*Odu%g=6 z^alm^?W)g&E;5xX?{@}79Bh+Tp3i{rkg|1WGqU0H?AiVQKFEW-g#^b4$vlX9v}Aro zIv>iK7p8`t@<8!2sb^|SK9KyUIdZx4Aej5KTNQ6UOxVY2xtz!amiBg+b!Pbxe$eLD zzqJK0HT7snRImuzMO>t*e+wW(ZqB{EvJfO?MsEJITmYB3UheLmD*)=zuz~P|0n&0c(TCaD-atX)U4;)=oP zN^+2Acro~kT`5fsCi@}S7&vH_z7@oLY-&84D0_O_N1+re0f(4JAwUlZ( zu)@Yl+#Z%g!M^=oT5=U|Fm}88`)lRU&mom~jk^NU#e?+(mdl|~ZYwEMw*vUmbvHdy zt^iIg9>q6BRbXagY-`?5guG&l_BgK^P<_yJzuTq;+%Ac&kg956PxSVg^8rL~BA(dR z?MwvC|HXfuGA9BxVj}v|cr~agyZdL`);W6<_<1*58**el7yB*ijqopD)GC&zn<4~U-$F8&innm&w0)nNq?#O%Y%yp zZj$R}>2cvc?fr$S7aX|8r8e}XbMWN8`M0Af9E^=|lLs`pAa5h=W-sQ!``PTkY!(lv zS4&ntWbiQ0_nW=ldmg@y4~*Bo;h|wHz-UG;4_>ajEFWj`Fh%$yb+t4PQEvW{R^vQu z@msQC!)-ond|Z#K-RHx9jf{)d3IRmlf_god3ed3P#dn~lpNC1^4nErf3Hk^bJtLM-A<@(y?? zgoARqsoZ@bhJqzNy@(Pbm)y5eS}MdjH;wj%KLiNXU%=cZ5a8uo$!Ohf0VJb`H*D<| z;_I&L+3;G!eo}`{dp`i!hIpt+s!y z2wu0B?Q9a`EZ*|7pu$QB`#t-Vru7Lhq91rAPmI%#705JI7eV`y-BX)z5u`NMn*RzD zAxqO_)a|i{MnGgf+(PAMk?(ljv|B?{h7$n0xh44^luzHdwK&{F8u5&U1 zJo%A(^0U4WPt498J18SU*O<|#p(!FLSe)9QD_WnsfR>6nzLcy`+KlylOu~t2KiMS4xnZ6R{;`8S>S3h4U z#MJG4f42ofJbxQzsU0AImb;6t?Op+xTh?rFZsVh7*!1yhDj%LEPIvz+;N$t7xZ{7P z3-R4#tL#p3f7iyea|gtDOJnDs^zabkeOCXOBa%WKwPZY*bxMGa1DCRBCk42!^PjK5 zBR;BR;xih>b6G#RD|tdw2p6fNpTflb)z6*TGp|Z~Um8YV85KfkH(Y+O-a?39x29F7 z^a!v(FE-aXP=GIb6_@4a3NWeXqb6&P5bY^5%62e?sL%Zs`I;d_(P2|NuRIQMx%oO+cOO+n(FCxv@zJoD zAwXb-Tx$P+d?;k--;DI+W6p|wk4De(M(PEawp(h-B?%#vUVm=c zP%A)2+eB~0Y5@$-k)BK9zHU%qm?m2Du}sZ-o6-OeWt~1VMlAU-Jz5;KYKZ`;yP_pO zEfV9m?Q_goC_Zf?5_-MNM_u6%Lv7XI6 z`|5xc4~||zY7*{TyzVc-`;A<9kD1>Hzso`X#(k{DBrZa~tm~((=Ak4!VX!lvi%joD zg;Phk*lW4r&`=B)TQ(%PZ`0snXzN+s7biHFS)I|ZI?BdM_3^5E@od;+hiMnzNTo^J>Tb*T8ebcM+NA1pW? zYVk`cWkEe&&2-IGHhh-0NqV)jVH>eOHLsA3AN$9>2YlH$SrU{GMqy*$+y3iU+F2O8 zaX))m5ev$m^;hoAVd1fa=W&H#COS8S1;iV%u(mYbM)4&JL!c%8YGi>{XONbb$wHle znB1+qEYuk6Il5^J3+q=W@^5)F0hMzJx{6F(^h>`xN1h3Gw$8$z)0y~{&Al@13=>Pc zTeZ*EGC>LZyHUG_3A0KH^YcR{R^GVIHqvF{&b&|?fqn^0d**#Kds&PRizMHkDPh1` zT79?mnPNOXdiZ+R*AhILeY5(zITItt4PR#;W@0RD(1p8*i6k{0&yLq6=#>1uP>EFx zwpyxuM8Tau377dMr4UoJ!qw=c41 zun4w+3Ws+7EW*{SFE-gdMVRe*HN5^&A&lEp)!I%L!b&wfX6XbSBeYOO?jJgQSdoq{ zZ)qraW)ghJh6?xinA}~;G`wO3j`!{@gwy)T*)uxnh}+JX<=Rfik*>C(vKBf5nPG0) zA{tJA=@qwAXc`r#Nc9$DV+t|^7jgr3Qy?9AAVBjX z4dFId7&hllEdmar_GXxs)Sv33?6C1ZJjfS-3-i>FHXjl;Bz^-3M zgVs(ZtAA@~sQTW$^`0CR{}TPIR>u`UYt6p&!&hl&*t<;8aD*#2Ip=zZQ zO~+5=y0`_J;(A*vjPzY-SeDr;n<+`d1%B`amH`#zUu$AIwo>shPOfj-Oge_YyyN%Q z((&S-P0iv*bXdII;zbQCgkMLvVAct7zx#6z?>SCKOZ+0MW3Q>W_RM@BypakALGoH- zHU)0KpE?Lu(r`5|!?-Au4r_L$)<)|>nCdyTx>y#XTJ_!D6thBn9-G6ISwqK{)UGXK zH8ecLxs7%dDi(~KNYcJR!Ae=J@y@$cENoJ9FquuqS3jAuWJNlj_^mtMIh_vK)8?PQ zQ)rlB+N|UY_-y7n=<6R z@dFJ`>_($sel)n}?b`EcE)DJKw}q1}sTfNQvfX4x#pXpX6Ft7rQI+5koAr^7g+{?@ zy#aKjkH01-t!e17wV8E%go;1A_Y88IDVUz7CDZeq0!2N=Src*;w6DvGHho0Fq2zlt z@^@)?cczJ!e2k8UX8Zk5j?iHy*+a<{^TNMLbN|bmG(0X|Q)nbZ#oqY0CiFZCxZ2Me z-e*!E?C=_V_nU%P&#hxG#k{z=)ZR+TlZIczSu2ja(%^f3?$D&AbSz%nJ?mH&6`yJf z>OWnjU?g_R+xK<_$gCRe*=&%H@Xv(@XPl#;G04qH|0Wf7PZ$645#y7+(-2#Cjf&CZ zm)P=tR9tE;SvF}$0lIa~&c!4bU}wNI(Y{ytnDVsD|GOX$zZAEXnCubP*I)SlU={^a zDjz=%OrzjC-&5zI1r_`O4Ti+U0#Hv`Q9mjb;EYq#(>d}5*lVbBVsT+UZt=HGt&GaU z^#yb0PZHz%nx5!mHirUxyOj zQL*Fg!FbL_v0m7{6b-)+&#n58v+=BaXv!JIWESOPws!2}KVm&eS@`pYlvwxb5xRbp z1r4`o65kC=Xt;bxP3sJuhUP7cH|0F0plNHz-)Genl%1GzQ#HE)6V5L(mxw4>({!xF zOsp#r|9UK~qG`B4FGX}NoQ7+b`uf2kG^na=JeS@^!_hI1`moD1bp2fMJ8~8cxsd=+`PK35KnaS z221Mb$X)X2u=Hsu|?-1+pz`>U0B3nA*=Y8KfDxkx$^y21$zE4nJ`^#A@^`H6RR`kzREep#0}qipWKNO zya;z1XKyG$wgu&ErFIFLcksA=r;0Jz>4w_JGzKo$nrxe~oQad7&y@bJVqdT#IK-dF z#Pi>B-tu!q#cQO|Hgz|Or>*g>qbvRFjt;~e_u1C|9e-~px81r)9 zU@;onWnOwuVPXCf*Di@V7F4~x9-n=}!stJq#^*;YxVL{e^*4?Mzq?G^wI^7JE;0LM zF~Y>moWa`Hx5WM<$K#tlVWM$+dEj6K6GIvj@0dImri{;`PCLLxy1n<>lznW_ENAY% zq|8R~SeLELOg5CRTu%3=v2d%9;dQ`}g@oM~quzjpqp$Z-$KNpVaBZDRvDg)b(1Z+$#m|dNw!ok4$=rpbQ93-8R&Mck7fpx6x(9#Yz5=HhK zSZ!=f?+zJWOJhU*TY}n012zIorVssi!$MnjxMFEG8?uyUnNykK{9ba>q+Oift0`a2 ztW!B~cVRofPUfKWtZmuRL=MjOuXuXKo`aEq%vReGHVRoie?^sS6cXJb0NJNz$M2P!;fay}@H1#xJPN zdGmk=`l?H9)0gug7y4PozL$&SNTolbLtOEkit5gaak3R6;=UP+{d&l^YaVQ>mbPOImNbFxn37B?QWo1KOz<6L+u@4vk29~VY#j!q%BxsVa9 zV%#0!;6rrK_i}3vQb)f8C=asnX&atI9v9#1^RCl{6)fy;DO3+!%E3gd*%hiK2adgA zPYTpH_``1)%lXEJl)P%&sSq~C?<`*Hqryg}vuXMZ4hy{N%gp=_vcU3Ajh(?^V#m5U znwEYn{9cl`N?|t}+WehwmKd=SV^h0PQ=SdXUZZiUfCV|hGSi#GqeO=DH8^@7R9(${CE8#3nmzY9>;c?iuov~ zZ1(B^3p2NdHf#H{aH6ks{qPiSX>= z>4=!WLQs1$U+8TY;mwbmcU=`lXcTUt4}B8nZoRNo7m`Id&K)wH{6L5h#rwgYY!SA4 z)TEnql_AQQ7BfUIM|NQWW8AD9hc+nb7$dXiK`82Y;?Wy~B;0(+C0Gd5h|~h)PJ!e$aCNeI&)uxViOk2o+OC!OVqGuXs96c=D_UPK{i{Tw zb8=#}Zxz@KbqU{#Rml7P>dFqEDk!O1xgKFx;ZbK!*faAgkd|6n-ufy`_t+Tr=Vc{A z$_}Oex>O1Mf`BPm3oEhk#ys1h#!7Hnwe@%=Rd}^jO=YKez2Y%BU2km_K1*nnP{eEP zzMUOz+)AiwX&G9mR-)3y`jgT_g2@+k+zibKx;Mq{KI~ip%A?iSjaFCSzpcBiqMHbu zeO8YPWGfM>y=U`hM}iv?2aU^55gck?VqMc;fis!AKYC29z;I!$oV0a0#=|cC>^NVB zfj^}iuRgwqYhPZ)seUR&5%&QvKA;T!wK508bjuO^X>^itWf|($KIC#AmSH+w$#vJU zGPK7$%67VV5A7MJm~Agg@%_Gg6@P6h6r;KEC(K1ycUVN+pnK0x z*;WpE+3z3ZmWbagmW-C^CpKcWP0xqTXXBn~Wy<4jCMr5%}>- z=kU)ta$^6NrEQs9LPfp&^N`dC3XEqT_Ly8-fC2W$kjP#6u%6QT;l#@V+-$mVJz!P= zYPVmNt~1X^%9>98<74?azy6YwXJanTKX0+pWaeOzrRJ-)HQBg*JoklReHMEBh`!8` z9JplHdFOL-uut-2^PqTtXMTd>Tk{;KFFr8k!0l}4{#K=YYRW>H&aU1GdIo%@HVyf2 zPDSj?!x<|l-@((xSGpIMr6I4=(4R`u@WW8bqp3O#Hw+a#kA$X!Hr{{6?_er?y}IHV z*2y?}>z_40D+zkJDYd7$x8bz?;GclHSP1s45?1hUqwT`w)t=`Qu=SIFcC&aD-PVv( z5Z*@Ab+@6W@HjX}PkH}Pyp|=ExlinhhFZ0^^~BF`m_4N1*Uh+&qQQpvjNigW9y43lRru%YPRM*WhIq44opb2A!#bSuVt2Q_GBR1r9_) z?Z(4eE#-;<2534S*AmIt1tP`b+wdx+?N>KyT9g@-W4LV z=co6p13{!zUvebxVi=L=aVX;%gcC#kC0EU5BZ)!Jfe5Bg6fxWULa6dFnp7%Tb2Ti2p!&G3{pwwG@8sx3M^H2h$azws=ut~M3IEn`*AuU(L~Qu zUhdwDSmI9IbokWzc(Tk*Z$K&GHYxFzEoc}_ATINaujL#`BCGkvyWSPwCh0SjRK}#^ z$Q+CL40c%@iGSdD{^7$o;%eKzQr9n@OiMXpSaTzRFn_0&E5|31;FF57YN>a~>*e?9 zi%n99i(E~25hIC6O8?C!yabZb5V&8KB#^@en?E0{Ng&dzK0ayjPb8Lp-gkbyOCld$ zzVMvXd564T|KHgVgH)pWJZ@3bu5@xO-(`_AErl>g59jyGCX>UP8-Hz8P9~CT6~kf| zCX;#kKjlIilF94SpGqy(rjXId*l%$eM8nX9@Ue>3Q4`;N8F1|@64EI7`-PUwc^d_Hg+nzzf zhR@4fNW4qx)&*neTPpGY(IIW|UkVv`UPI$%r;xmd6K8yOr;#iBlk7h}PA6*wUawC} zWsuGvRr9;DGl_AyH%;|THc8~TRx3N?5O2xT*VVS=kY$X44c(h_NJ(g~KJ{Q8nba*5MExX_5gyxgg)oM~k0WED+zPd-^c*=gQF-#jvQ z8M}FRa|y@%{k_^#xg=Cyl%8=QpOjpG&9$;DAoL=;#>gZ2BqYXph3}+nVmo$mxnfcp zS@~V1y5(;=X=sY=0(u&@zTx-6lIWr96&M&Bn6QWN#CVw}bcADBmVmL%jYLzKtVW zwl7s&ni)&vmg_{B7vChYXD5zXWQCIWv9^=n8*dWX&{+xvcf*M(bMv%*g}6k*^sU-$GRU!)YLm}uIou4@5^U@(CA4a z&o4TX%{wzl+fB#0GaJ&#TNPe1`%M}-am1CTBb`bDqASfCzon5ci4qZahSP{}>n*cM z66r*0USjZq*c9S0@%&k3Y66k?wkZ1darmgm-x==UrzS zDYF|(&{%(mG+eWxQ2kSgLCB}xs(p9Juw>by1N>yNtayQIV`n1KInjEy@_9UwTdCQ+ zy)BAdGv0EqH1-y;n+QtMSs6`aZavdv?vEz2bq73Ee%~VMmzv(KkdGw}_k7M;t%xKu z>*l{qO^YIu4vV&2vxp@}C)r5KFN`A=RHutesjQ|y!U zXg892(~q?v$%V97D=yi4&z1PE+xslF{Xf#JOh)+c4nystaVtl`6U`r0UUTMpfciz9 z9d+akyfQwHd@!~|Y;a&#rj`W~UMaj#i}FQ$X}9hhr)%Jt&>zcPvNRcnS?oLMc1h6MqW_=T<^&vF zI+`Vzn}Q&N)}xwoDLDMOd`)0VGCH=^Km6B{1kaFds=AU1V2zY1e;m1uEUJpdP(%vM z%ooH`)5Lz_fn(Z|fpi?*I^3sbkOAGF{#7S))A2t50096043~L4lwB0Z5m8bivQ$)d zDx|0^r9zgHC~YF%q$DA&gvb(=R74v^DJim>nV%VJ2s5_XH)~2E(yDj<`hLzm_nzlI z=Q+>4=l4&|P1ZR-%VueWcH2VTCpPQpMK_uk=GZ8k>@L#m%(3b1d(iQnoMSUO_pa*H zo~JgytLbVQB{?>+&L^6J#dB;9bsk6w_s+3#65pI8xSD5k#CEAg-p~sh&(p^aCLexb zvrS_So!a#d{DgCZ@p88im8t(w<4~;4lXy$kW$7FnvD(C(!k6VBjGQx$|6K)5PT90( zZV434W?#O2oDAc!sr=z1uc7QeCBG+x0&4gT{Q{E;%n3f_V4GSDZ~w_WZGHhh-dGnYG%f$Q3G|8CPAqdvBq~JtuJX4xqjos2pE0@X; zu_-^_Cf24LZV@WwWi2&Gl}JvuaUkJ<%DETy!4)`aq!zZu?KOT(XLc7f05S7lUwkU4 zf~nYVMkT!pI&qI{i0`WqR&jC0(SrcTeX~ZJ(n+AsQ8qOl32(ppNh{CiZ#?aB52`yR5%Y4VzH8bQ4{(>;5t z32H|7tew9#;8#$g>0oLTqVzvHHYl~ge2GP?gnSDEPfcuVoNmD|Ye{nY-WE`HPygQ9 z+JrY_52Hdiwc@h=<9DeeE%^K}y;tvVflg5C+(wCJBw5HS4OzAz!|Kt; zGMvfb{w6F zm9rXagV>c_=GnUKFc?a7daTrriP*_y6AL?F5Ve*wVcw2EH}?npzSRc)%E;k>hwU(2 ze(7EJzYg5e_NdrVLxpBSd+(OrR6I2ab6@$IijGi%=Jf_DR*h~xy!#Oq%D2Ylh)gPy zJCY78ETJNMe$GDi4l3S#aA}c~qhYv}(SKOaL1(`gzCHBWHEgFE5fV7#vMdMBdN+)PZKcfwsMKvwrzCxpkC(#Ntpp|wRbjP*$5 z-#YQPh0%$h!Os%Lr#kU;S(}vo&Mw?MYdbOO)P)Bhjq^kOyC5g)qEZ^ug(Znm&(w}~ zVP>_8dU1Cbwp*7iJw@vRDdcoQf=)O7W2x3Zx9LXVbF-@bp50jVF;;nVN;jCT5l6xj zx^ZyYEzge7jpGmVHy-%fjWx~{O6ALYfU5Q=|2;j>b_feU7uy5VS=-lGME1aUf7Tu9 z`ySLbjK4_Y_MlVtUbV{nUL2Zh5IME47dz+jf1U{J#Wr2mh+K3puA2Cy**5n=hS`{8 z%j?Bdtfq#69v!(7<{Gc9=$JRB_TJw>I{HjA7nKCi5qUQuKJY#r1^L-gYVYZgJd@g7 z*FcA(Ymoc>?{svIx?~nj(s3>5$i3@Y44B{HTbQ{saO<$4EZL0#`kvvFfx8)q+H%fc zEt-L#MT9u#3ayA=B<36c` zO0lsz`=0MXV>Vdkf{UBhuz^{opQpBp>_$JGOd~c9RBsu}HDF`wg#W)gR%|#I<*n{o z!A8Nnud=JvMSj{Fd-vOHlylq*#cJ7@++n7u*~P()z%603Lb>>(bgRR8DHje)wx@iS z;KF1xb$3D-7bjG^yb=#`@x4Ijj(Z*#+dme!skU%&EUDZuZZQw!Mj6J<2RwLumWrSM zn}^}z&&e16@^Fmco;3ZBhbKqGkC|@fgQn?DSW?LYZE(;~x|s*(i+>!c7x^ffxTq-S z&d2fM%AgfZe3*$>+v+^wgSlu{@t*-cF22#eVj(U--tt!29jgQ&@DJbpyhQ*71*ET5Pae7$+eNC(ons>u?{|gi1&~$I+6%ogr{q=MmL=1UhP-8Dd#b!$x zpTk1X66wam5Fxx+Uh5`(g;;OOusCu^h@h>roJ~dX9RpN~%td_J{Qa7ahY+9Y8RFq; zLim#;d|M=iuq1rGQa2=kR3~kJxj+E3meASGp9Bc^P0I>v7eKH+bo=dR0!(EqDKtG1 z>K?i%xqi@g zF^mH`TkFc+LmX7ToP4d7#=*JLx0AI>99-25*4aPA#zaKV}EBc?$4d`>%voZFmwutzZg<=PKrN@6P9RES(7x|xFi>~WuqRe`Db@VMJJ}k7=O41UYQ+v-nu^wbV&qePv z)rSH3w5~6q%?wNw%WX~B!9cfHu}jw$241wC8H|{sV?*^i+qY?=b2!`DcXbgRzq)DJ zw9|A}VY^NvS7sK|f zT7Bw9iu6^&_yN(q#Qiqmd9EAe=`(xge&|Mw{q#=H{oSB7@N$(zG@*I~t_knP`EPaN z-$gdaR@KGlyHQp2PL}1>jX!bE>@VEy!Wz^4>-R-=!KvqUv1WW1j15%$=9qUOwEA*i zyjB-FO_F2n$~xg!GIe=$b|-S|BscX<(r{sX{giYc4e`r*`lfGn!YZ|8+t;X0gk5p7 z8aJZBu*&$PqA?ZS8LiEFAE@Xt;9WjGzY|V@gQ>Z?o%mH#V!6JU3XRRGmKMvYNV;8L zvg~C$_!Pcb?9~puUz~9uTZRgmfZAYAQ3vJ}W(i^+b>OVr6MFWw4m?}G|K$bE4*Y!n zeZ}~{Rw$HCZ7T9_MMg8k6k?m@&=IQwdrqAb4+i)L;Hhx}}ZL|j0z*}M*HzUpABdZP)0d%x0t{CSV`#1Yf`tqqv3 zxW7h0q6rmCx%K@X%{WzVX-2Yo5A!vJ1|G9MV57C}mB*@WC=C6qb8|&AmZ_RJ$_>4T z=k)689X-uB^!1|7x3kR%HGjG+RTOub0qI)p_a*3sxcr!Jk5rMxR=56@eh@xAQ2Cs)25&6(kzX2j9GbPJ@)Rh|3WdX!{9pu`_e`VdgQ0` zuDq&6jBL=Z-JDvuuUxQWOA!SPzuxrsKBhqG($sHmJsE39X~ut4C^&ti->Cgx4J=o> zB}HhHVR~mG{k|m`t-j-xJ{+JTv!7t_3CMXjdzRO@NMD35x3c;MbfvOYj8aJ`{v`H1 z;3f$*Gu35(lS#0ySejswL;}zJoa@$j5-g?6l-4XGVufm6_yTnzS~i(w4=yHRRd+CO|&=>W6-N} znjv72xO|TCZvr9@@YVR!1iYM5o%eE*fQrLYUqi> zfP+D$k4YN=7qhBgtY{%1cYxJk-$cOV2U%%yJpn6Le7cukOF*mkZnN1G0z8W^v&(7- zF!=kUBxj%!DJhS_SN2!pQc~g^Jz*u9-D&07yh=n+pZ_alS7N@6_fRaO64%dd=-$~= ziMNBlJQsCV;(!fsm}yY4QN-13!- zQ>l6uDqqMj6KpXn-A0Dp$nBkstz=yLU8p-_OGfa^#gdcLQd->ku!SdIR?lp4q-Z>Fgv*MPNm^6~AY z8ql~;_o^q>AdLPbNZ*uQ2Jum+M`n+(-~B@VxnIm#B_IpB&V4 zA;Gi4!XemERLAGM<>T!|bsfFI?7}t@X0}~vb>Bh)ZTW?1Eo%}+IKfe48%c=s`!Bc3 zoP>32ypv+hNSKK53fyTzLL{HzsIr=bj{R<0LIV=ytTz6ArAtCoX(HpS7D?2c-Kw-% zPC}lqZ`Pb;B+OnF8qujnf;@BN$iu}X7+6Pb^It^5*x{5_CJRY8JYu=@x14Bx`x2%4 zxg^9+NGRWwCc*ESjOKnx5{8eTFkLB5!sNV7PNRQ`sOy~VU;c{-wb>O>(bGg6JFxDy z(i6mY=($0 z6#c5xMB}kjceXy-RDmaPuB8DM6>yp3^I+D3YU~`DrQx*QMhYswc^Rzdk$|B>NiqP)qtu8nzB1H#63dzFrA z6#rfIq%*Y!$If29eLb!QcRnU~sx2quuy`_EPl1fGkmGjuXKIkGmb7H6um%9i#DcDa`|5C3|M&A$ z`&!I@8-7RfN8yP)Z-CKuD$~5))o_aVsT}qJ5X+-U=$Rwh2y{NyJCK{}6fSc=aXTP8Zi2u>g z@U3dVqNCHPt>z67>iqjBezFm}>K!kBJlY78F8`TZtDA6=SaW8<&n75Yt++an(FCan zrUYH7_i$)VPG2(B3^&QT`Z38ClGVkS?gYZK>6v1D`!U9aIn<*HYc(T;d+vv29(?J zM0kd;DA9qz?8t}R+8vl*YiqV|c?WV7?mw0c?m+n&6X_3X9e8n1yw*mg11H{DORPQK zfwB6n6p!)_@O|?>o0N8-`T8LX*>@dy(&5Fi7N;VG@=d=-hl+r#tqvN_RD|pI{dCEo zLYtP8tYc5bEN9#rhkyB~;|x`{hcbQxSY9*kIvG8t$unNO)vN zL#%S5pTY?mp8IVn`Bh9qj_R_c*KcVk%UdD{ETrM*@&~?#1vI>HRChINr(s9fHHZ3E z8q`ytk=?)2P)c08+F^YsQn#LJ>D$){Z$59m_JvOPPCZQ3Aa&wQwm-W?y9>UX=Vm#w zI+488b-@yiE~uzTR(w$Jf_T#fA!Ab)>Vgm5s6W_+?lgmFuSZ=N%Q|;*fY^m4isE_Vf(zw}Y7Zj{Y_@MFDdH*WN4-EUOZIg8yng5LNcVYbjYd~XLs=)EWXr>pZsm)z6-tZ5Xjk~Gj ztks5m=xFCH`?gz)j-V5}b=)H8=(jh0vG_6_uUdZ85Hjd^8lNyXJzd1pZ?82{>DYF< z`>){_I+~+4{>g8r!#GOG{An8<^)Z__DSZ;@lGEc}@*{MFY;2VCnau##V@^=M4Fh(@ zW#XCE3=m~G)v;C#%*{xz_S?^Z`Lj7>jk63K8l>#~9?F1EMa=hx5C(KZ+?P$gWI!_Z zru)_g288`qMWF%)t|=ux>aJzrrH7Pw%wi_&{d}}tm6<3vT+A>rVPfH1pT`o$Ogs+V z^n$ipq{CVj^Pa3?qD`;T&&Pp@7&XPyWF&tO66O85DkbQTuIZ(m<~j|EA~ z{k21PSx}4^l)w3gg^9C2pOqJ~(6~-#jQ^U2x}EC2XBt_!ZRqWn*}#HhT3i;To`v3E zZ<$j+SunEBEx-MPg`Bso?>wEntvY)YPuYqRw3{Fq|lo{>tf=>j$s$i3{{dTf}6 zX_uVPWuq<0m>aFbhD)&{d*6OGM#N6^>W8o)tS$)Ne1;7jC*>uc!E6L$`vIjyksda% zt+^h=#{LeDt#dpZgL5^np18)w_NuI&=|Gqjky0&Og|fEeYf=$^|8TLmk$*P*`U7k zi#@Q2gCm#kolR2YKwU;Lwo0VKuUK4i88zVGF6CdY+CmOqNa|j4l;>c9kxTYvJq})m zIK;iu<-pJBNH#-l-kH>SaaZeg2mop#X*zKnNxFuI9T5-yV&#;2lo>6 zdiMu%a3JC7`>2x~Je?1@=O;w-IMO|>0UR95Ejs!jnu93vwgZ$X4$_{G+#)hKm`%u? zPHy7hSKOnKvPKRFYiHjUHgI6;eX?SKi1pWmvexw+JX-6p;Zz+5p84v39@KKMcLRCl z2a1RvB(--lIk@v_OKUWPgWtcr#K*@t82(l#w?f20met5D4K9X-4;M!C7$EqUs{56Sm`ouwvU4}-r8W(#bX10#1a-n|FKS4u8<+k+x-6~w9 zdHm&EUBd;VWDU7YnTs12FWr4Lz`=K`=~wDXTomsOTfTD<7jY)GccT=!P>a=*dZ!?= z38TOJ^|^?ddepFZAs2w2caZKp#>L33 z#oPb=C)!WV4X&Yxvmajm?diuw1>fR|*(K3FEY5#CdXbBF9={3D7u@5n$3v^Qm>YRFKD&~O=xxdl zMjc!byNBBLwsUcyODZL@jSCgcF2m7&E)-uV`OOp2vD);gb{`iZ1B;HO%JY!;RAE=X z4iDS9x2xZo&%?RT_gho7c-X__P)=^-VOfBF+Vn9Vq6%hitW4wKa&y2=aw-o>hl@_$ zxxmAe$vMiq8$29Yn5Sf3#Y4v*>G@M_JdCdRX`v#+2d_5F(O8-fI#0>+k|`hZUdv_D zP59W;7<4_$jt@SMew4JG52|upm~a~(xqZ*bjr;j9kn$`V^yK5u+mESTNBNN2IwDaL z$j8%tUw>|i=HrB=`WuPsd~DxkU2>y@53vQm{>$O;@tS<3V-JmwC^>oExs7~S>is=7 zYmATi?*cDJF!|6Nwohzh@UeN7@`cG!KI*m?+KWjD5NGL8F{UJd$Lp^2I(-53sj}Jc z775@tURlDh6u|g!{BJiq0k&7g4;5bl+)K^Ol(z}6g&1*svx@*L>a9y1 zyajOa&G|bwRDjO>!tQHv0)#1dameWcgz!r9_Yeg*z-}#gJ|)2JzMuL_q=o3UzxU%@ zw*aq&b_d6mg^-R}t$9*H2*0ej3b92(l$pzAWhn?@;TiaIX1&Pf88^;4D8%TjSO8H# zuD_!yD<)fLWufZ8#A5agqXSgBU&z22=B_wt}_%N^e=6Huq00ir`&&CQtw54 zw%M9gAVhM_Hv>O`5bbVRwPtNX6f|F@J{}UHg{MGn66?dEq0e_*{|QC+=`znE{XT3T zqgLA4_8~;AR;G7zAI!ugHNN`v;Tu14$Bv7A&{0{pTKz&FZdo5!AGqHKLd&a7+>Aa@ zYJZLh)BE7&w)Upy<36OtlTMUwg0*DLm>eNcAJp z>EjQ_KYb{flJ!)W)sJ{RyURaS`=PpMT9|LqkCy?(_Os3VMdx2|tB*@R!rBaXRPX7B z*+!ckyHfknpXoZUJiQ;T;qp$>dHq4!~0*hC+tAFDTX70HO$_R!?TR&qZc zo)`c3xxF77gAQ)kD&kS*&qp@~MDcFe*jE1TM-S%QEtD9*&J&?q^%oA{8s*H#RQUlM zSs|%(W$^%vUz~{uST+C+mGy4#jRqjuq4m9B?EtFgSed169KaXTfAw640Z3fvi>ci; zfd2si0RR6Kmw7yu-xJ40wjygPTarZfC8>O6Uqghlr)ZI+k|m;KX_2KQTa+wCNkR)5 zBwIwny_e_i_oiqOB~tm#@2~f3&htFy%zVzAdCnv?C7kjP=0dW9)xwTYE;w}Rsl*3y zf%0cD;ps^(7#7CVIU`3;_mAX+aNz+DQJZjr3vVCVW^^6lLdp_)Q6Q3GBwPRcFc-F& z)Nt9yxsbHLo{mHQ>bz22d6o;l*X~wXBE@zOl@oDX@GkmYej3@LD(wc! z>lznolukek`XMrM@TV8jV~vmI4EnQl$U8U<*?iso>bsjT)}?q5mSXiwIw?jP&dfvuupzf=qVGNq6Mjin3n^ zP@l+h`wD&ZXLV@qwj9*SX^hSLJcbKVj@ zmy9JwaG~?hr_M3V8?h+jV8bcYrM*>W7cx8};m;?`8zD(W?ccahvCqcuE1*5ADt+-O z=1*v<^nO>Qw@LKl;Qd_4_h?yag?W@dskLqCZj4{ma=(5c7dkS{U%c6e^QrCS4Mqyh zTUq=I;KJY34GA}qzHK3mx=7l~vR~c)sFT%=kqXS`(>hTS=E$y4TEz`NE)biC=-SBX z`lB*kzPJzSX5Y#VaADYk`X>SNdY7J@4;lUNrzBiE@qd4M&F?y*KOe1~_)F1`4~AZ= z<1xR(Vny6nA>04U{;C?ug?smGd+iV5dC^MJEkQrN7QeEJJBYdp^WPsre>ibAFRRfH zpZ<&M1koN;aLnF=`sClTJb4Ds8DWz9ND8TBCFr~!^|7R9UvENPevj2(prapY9Yxe= zXn(86RLnZrO1len)zTJsP>+t;QEPkc8w>IXLjwLU5;#9`_d~2{ZZ-;x$)PP z3r5#m?~~9EX}=I|IMVIu+H>bnpStY8rZvdO^JR0jsL#pD^CQEaT=?82EOi{|?`%?*@isMIUzLU&V~IP`*Jqw(r`NVk^tHc6NOqbX#0j$%WlQ|iKedV zwL_h96IwctqCXm0o(s7EQ|QpHK+Kl@-_5u{{F(sCX2YoA5P*)H@$h%7N1 zh^)N*~`JP=Yoa9lcT9y|6lLc=@NQe z=)Z7tkfDs{GmxTu25GtZ$}uUVWK8ujb6qZMkDhrts)O^4#t20qxA9gyidNzRuU`(M zTpR1VOkJuOQhEEx$x$uzFF%2uvFiVI-!^j-@_XdqgV!=#aL$Oa5*6dZk8ArJ?ytbQ z(=j|~jeL;De^6(U1Bs@kjB}#6uEJ;2(0?58^>Du=f;^=2VZnKp16d0#gBf2rP{31a z7)0klaoLwg#Uu`dsE8|Nec?cotoq~$8VByr1oyuf;eZ8a)eXLW4mey@`R?+J18H|> zBBJkbpy9dkKzSYqO58OI-)3>(w-mp9Dze8owMQtC118UvY?5+0pj0L!Uy{jzl*B)$ z<6}6`Z1;K->j(!#^7fgJ2XermLU8AV7YCXYZ07VGIAD6Ku4c-f18Vk{HX3b1zfILn z{MyTby392z4&(TXsLg3Mn>g_2=^;;hRF&))U?qV?VIGF+@4D;=yS^V-x1A%FRk+V{5x5o6}4G$BQn13Fn2d{ z=*mFNV>K4IjD2pMLSEaReqxI{3lxs5DosMFWXuKM=4Sz)y1RG%3=?QKCA$TFFk$$k zX~C6#CM2wEka>e7)+9H*uVjMY@w}b+cbL$uIoxia%LMytU9FMHOz0)-j+&tD+{X-Z zMSDPRYp*Wyx%6+BoLDA2+pf69*MkYA+?_o+jyOKGFtEXx3GRcz6C2U4^xwJX@fId1 zN9&|1sxTquNuGCx784?UMIz>nm|!uZ@lqP?bE2O7v;0iRJ2v|L+X4ed9=|iwqA}oA z*B%*>AqMbHkfjFSGa$})`?Uh(*7BIak>3pPEX%T1qcY%OMw!tD99J(}DkgtPHi6O*9aK(@u6&FkH!recz(UC z?HW%5a!Z;1!9z4SaI=5#_?G) zpArq)uQ0o;*Wx@w$G4;^qD_14+oeDQyYgwCbO9RNmwxVjhfIaFLb{zgtyD;*HFbu! zP(gaoyD?~l3Jr=J&x&Cx*lwY2-`Y%tuDvW;!b>Xj{QbInX*m@xzjUXpY@))M#OFV$ zkyKbhep#%8?C?rZO!lXOo1dN^*^dhEA-J(fBqMFoAW#Ld171ngskjvBHF$W)2y>zpTGS7NN$EhYiC zB~}G!&k>LzHX{=FivWhPY2o!*0(=heDRulLptOZmJokfu5N*Y^8pxZEbz&CB2ngC# z^hXc*((hMg+jj!4uL&{!IYq!l{ejYMG65~co3{TU5g<9SdM@oN0TtU=m*EQmJ*R7@ zt`8Gn-r0M)V~7AnbN}EaWdsD&eL zF>N>-eU^Zo&uaEPh{HHT@>OH56JRtp=_wgYz&E*rLe^&pNI!O=Fe-)s@0+S?E29bU zTr?ci-bcXi`8N)M0R%{c<*V!d1SGb+-PYkpz-m?1=<*2Mm-5qjC$A8o+}*mO>@op+ z9lw(QJ4wLLO%Z>EFA*@6va7o!9QW<$kooX&0{;B3Gr9={hY6_NUHz-?5CJDI zD1`GM`A%K@sDF?E9=oN1!NCOlJtv={hw&NY9(W>?Yvg$vxxKZUk&B{IzcbQeRp^s&Xpr|a?*i-vA*GeaD4(!1>T{S z=n*g-&F~r4C7>kx`ki`P0u0|vuKj3(dAW{vC{&vOTj5}rVl4uEA9QrT(OpD@naj`su7@9Re75S891|p#lSdeFP8gDA%j1? zU75Rq0FO&o_D7pw99{|EDz_708UC+HXFcZs0^i>K$^`5YZTgYDjsU{PBfV3JfDNaV z*8N_K=QuOHN)u_}vQ0ZckpO$9K~>cMK1}cm<1E zvovsDS1+Lm_~X9boA4637=-J-Su@>ci20tNe(0wG0U!J{wbC)pOM3a%-ng$1odfTr z;l8S+mW?%IoV(lfC{sEZ$MdvEWu$10p1dQT*DIL^5@US{Fu30@UWNJl=R!>Z1@qR- zXWz5{(wFBhTi=U-H{FwAjd(uGMNUbk?7{Pqs=vZB8SCLs#U*h`s2AmCpa|9>BR8?W zwU4pBes`U;sKImaFJmg`5!SUnnS|tO+%L@vsB0%+zRq{UyH_~wVs+&s1@|?zoxX_m zRY8}{Qz%b`i26Mv`}C<0>7#xpT#pJ>0w%g=b*b<@*D5|)hYHD6!nPN+@&B`~&@V}g z3JXh36=F20U_rihTkJR$&gG3^Cq;#~NmFm6I;fDlBD#I1oeJY7$InbtsE`p<;`Rpr zZvu)B4#(mDt*_I_VFzZR*NnS~V2jLCHUYlqz>^q&%kU)dcz-_5z zhiRa{TrsLXjs_W1jaqW$H1Ib28b^AL|7Z7`tLjT=@VjxNxN`#yLh_nQE$}|z7Uv~* zUJ&mC1}7iX=+I%_O1^5xc{*rM8a!B;O^17$-;H)$qXY43$zW3~9Tr}N1=Oa~q4tY< zcv}x0;w=}xU#8L_t-zb*Fhz&+MUxw8YZ-9XRr~!>2%9#6WCrvVsRxoSFrbi` zm;=QO=!iF1x2K2!Ay4LatJmPYNUF@DrEXSfC?1Ob+sA^O&YGpEy)2M=ac%w4F&2CzWhhII zvOtyPyz0kC7SLavE$v@q!4&nhezE`?9(9#2fE61!l1@2MmTZu@D|fX8`;!QFfkRjJ zvcZ2?&b~bi#|LiSR6omxV76?vTpSy+g=bb?zRZS(q5SVNxolANF}keP%!W_f8TlOS zo7TUwx+jSo{i{$t+QSB8YE-ul1*zIhIy;X2)e-T5_MdEsAF6+~bSVdPpNkBHV1E{# z_~Fb02@XUg){CXC=D^#$ok78CvF{8x6;q_eftsf+ZR*Iqa;Y!;wsXL9+1c00*zXw) z&|alrAL#9D`l8m313}l#wHvl_Kz5NtcSiE?24}_Da-f|n=tR`9sv{QRH$rL57f$+$<~9Xas1^3dnY$exewDRfH?h}#VwdWn5# zv4}>wCsNz^9p@YRaiQYH`b)^K17G$lBL$vbENMi4w&*_JA#TorjXSN+-#6nxwMoF? zRP?95TWbZe1N&Po#=g_Ye8$9)-RRfbLk6z*OgRAEU*#>3?&~ayZFM-X+}D)RXvG0H z6RovU|6w28!Yz=~=0L6LrBg3Zmz3u%a!(aG5b1I4qZcxH@*(S=0tbX#*H2v&33{cD(@m> zfc8#-<+9n`Y;apq8Giz4bml+pkybXG*`N}2?JgTE&-7~fX0zds;o+B&m@g~#N7xdl z*}#yCNVmg0T9GJyk}m+itF-)Sg6yCTHTUdcgMee%wIjQ5-GT!lyUf}6e{OtPA~pmp!d``NSTI)y~z~VEU9rfH4XC&LRHKc3muJGpVHiy3GO! z4OU}B2@9+RYx|hk-9XgqRw}T7|I}kAVeDI9 z9KR?l#$m#U{mhXyUzzZ#a_y6QJS>oXvu^4zoeA32yW9I-GQmS?C}Xe_&-3=l{)j~E zTf6TT4xL~^wP~=LY#^N((I2_#lE+My=qaH z36hqYOl9ml{rBv%+bqTe6Ln%prGo*9jSG~|cd#Bt4L@#aV8C4!XgJBk}e-*G^YfZeEF30*!O*|^?8%Bqwz{+e_13I)V)lmHGKnK%Wk(HoA zhkt);-rcICL9>bL-A@;2V1LoAaJ-NPaZj8K6C7!9rhdSGvkDEK(M5+JZlpnuV(>+E z?5nmZrrsc9-}Q0B(nTdTDul>&ik$PLg3akiHD(%An4_qv|_QyD5$=fy}J zTtx*F-8%ynFR`!rcU(i6mkK`Wm3RE{p8MCB-)rO^0Xa)^OQP`pG$ox}`OF#b@$njO zC6{5}WAlE;o0%~vYPi=k^J5HnHj5G3onv5k;Gkk>%@_!+-5mN~{usdc7tglcWAI>@ zQB`6x20PANDj)ta3X2l8KmQP;;9nc@)0#R8^HF;qHT)a}YK0;*;=w3b)Y$U5AxE>g z9MnU^UaIQCU@3rqKe8|gHt?ICH6qbBV{u-`53PCBoA}VM* zoj6W)?WTa6wB+jm76l}1w(wkvqd?lY>Y>&y3J83P%Qr`R)3FrWjmWjT&*q6Cr;ki) z=Gald&fjD9H1d{xsABSOG6eC-fP*y7w=1h}dY%k%D(WpCE6Grk^X0-3WXXQ=TJn7| zQ1hO~8Y2%pb4g6UM}}l}P)g)gGSEWZU0Tz~aBe=HB#fLrvGRfI6*9C8kac*J&_4ce zQDz$%>_1N{)P&)8V+r(HV=|PU$aZ%-Mh1-=j0x{8xZd&mWq-INxKh+Y-YSRdt^Rhr zltTiWj7U*Z7YXQ}6}2ZGkiem*JVzVpC?2_`tb+uXESA0g#~^{s`SFnLNFJMILq6>! zcu!;e%XvitK_UBz*^hqGX=N&(-hvTC5zTG=Xurl(3zmF~nvf|fI z>N=9(5%X-*L@)^sD)7(b*pr}tj_S562){d~spYLn0;lCf$V2|TNAj9uJF0^6EVb3Y3b)N^k-$@r0=GI>z2%?$Mjc^>Mf zLV_MqHZy5G3C`Z#6y#+}0_Ju9!B6W*z#AvaYrU5QbN=~pQF};GU9i__{dN+h+L>hL zrjbDQpYeYm6i9Gj*0$w^F$st-%d{QkN$^R*3FQ1FPm=N{66}<|%{fp@0@p>(aN1)M zIETIen0JE&LhWnb5RXVuv*T?!AM%`ITrce(2_7b!u5&XWL-uMSL-Q{Q+6xW-`d-B^ka; zWs}UN$S`uN;LXWzWa!wD^r7@C`ej{cz3K%SoG0pz+CL}5dp(D9vCqh0*3udM@G1KD z_pp5N1R02%U#J70$e{Ro*R%cd6p-J$)pTkJ1#}HZmK_{NKZm61cJokhUxwY27s+t= z=!;43)fA`=$bO{3A;ae|mAqAd$xv6wCqJqB^7+$yXO2KWASn_yi~&|P@!Cx!D# zf4ChfNr5V>%d8X$3N$XGJ<1TLz<8(H<)jJ%QOWZFOMW7myN>FX<3mL zw^5*5sy_YhItn@GCc7#GN8x_}009606qk2ARsSEykuoZ!vLawZ+qPI31sl}bHX21 zlOc&sM)-Lj8S*oYW(_yd{X*~6&-S3_s%g$x?41NkUml-?^duA-WplZ9k)dwjInT`Q zNsu)-7RHTu>+=q$$X{g0Rh|D^xk`oyicaMs5|a?!BqpzFG6~rnTjni{C&4!MTgHU# zB+Tdfy?tpo2~ipBhP!Mg;cckLu%quJ+_`Asm!z8?VE+w}zJPBEuZP!bgDB%76_cl9T3T)ZuAbOXF0))>@qNE!1+#;r! zD|;yr?!^Uk`p!Pl1IS1f8;X6u86_JHI$U0S&G| z58*!)xIFt$Ky`xxp)MZWX1^&Q@K8+YPA>&k4l1~N^iUu`>1$EqFA6kQ{-l$_l_4}};yPU7n@R(BEqNtE3Jv7Wo=TiG62xAgE2i4JrK-KD@`D@OLWCGvIvD%e?~n*RMW z@|SY*XZ#Wa{Om@5oZE>5|Afo_VICZG7G3&p2;(s6c4B_<01oL90tONLa2R^4@a*F$ z9RAsN^T*2K@IWfyw6+iqmnmibbU_>}=l0F}?!h7EFZt^Cqc|9E{&(e=77oRkvzx6K za1dIHb5k_HAvJZs(#m-p3?7kp^(x}<_&w*bdx-L<^3TOw#35uxRN{pKx?XYUYP~)V z!@q9q6uW}f1x}W8I^yv2xSs;yA-aD@#@GK4KPWcZY`4PUjBE3Vnl270V~(HK>~W|Z zs>Y)crMDg|v%ZT%gX+Bd-#a+0<}8$oM&ZD5F*(jM5eL)qj{EBgIEe56WD|?n7U3%L z+Y*O<>gBN3cpSP93k~HtcXz{GVOw;6ZpKGvCmamLm+XHNQM~m@NG#&W ziAO?iuSXE`;E)(DFd8AL%4q zy(K6djYDaniF`;t4%wW86;1Dv4xOXLI%POmH$OVM+=TAOoFclAi-X@#%G0+IXgxE_ z!-7B@6k1X@XTx!bKa$Y%E)9oQg34FtvvIIe`W79CxZ-Q%8j_0MFNg2r`C=TBs(Ylq z*W)lV=uYK(j)RR>kocEmbiZ@1wSkClOOKL`-l4oL6`Uj&;J`zkXZlFMVXKUio=_bQ z2*J8wc`vTzk>AL z3$IXJ#hxvsBb@_m{3##fa1fRl6WfDg<2aieMM!6uE4!Fg1M=G{L+>xrd2{P_*O!QS zqAmnEM78IUOPZ~yzKZ&H-9U?or_>$Kl1JF2!`D*S}w(O6v_;&p-Zl zAOrcn?cke7NaqyK*&lH=IINvJaq;AXk66E8{W6ga?r-g9sA5tui_T7K;JCI)4z@9G=TNZ;B@WEMNpn@66aW}>{)Zp-kiAa+^aHX1?odGgC&;V6{% z9X#`ovXD;3c{wfhJRFXbO$V;M#$k5w#gT_d?`6?3D>g)OO6VeM#Q*c;BPWY=wxl)M zwKopwRzC`= ze@{g=0mN-(4|U2Xk*+OPTZtc$uSPc|{@+K+c+;D&$VbcH30iz)R3|4!A1`$veKHlT zIuod_Q@(8dIF8=m^v>DCpHbi3SKI4=^!{i{m|ASZVPc~FoHhydjZNfIJ<4;vfagR# z^076|r!TM)?K6#DjiIP6^U0O_(~(X^-`ztZ$k%7MZu9`swQ{>kseT%VsAPvh78EO4 z+I^}(bs2MAH9#M+gIk^V(GU(?nj&`hkiJE0%aH6r9LDrrcvKPV?^QiB{f+uFqP^hz zIu7QN#^2hQr@*P8dtwFY@(C`Qi$px3acrL?BD+NJWd3*LJ8s2y7ExN8vMT%whdmCG z%n_qFu!vd9#{5Nnk(RVO?<=aijfB;}pEzh2a<5$9ME!GvsfmJoRQ$BIu@m+CvxH8i zT`1OOB7~@YLHpb#nGy}8(~{|Da^(^Zqk4}bB9OigcSma?@^8Pf1v4O>>2sER?Hp4u zwXP`WIEO>y`Ys(8q>q<>Ibk~@zxCxU8^}l9!R*wL864W>qxj2FzMDn6o%IoOoi(Fp zk-pzK|K0{7wqdQ*m2OlYYqYy@h$HWbHz%8Mi0Gx8Hy|H-B0uhOMf;IG|Do_r)IYi$ zX^G{iK8>069E=bx4S6rQqCRS&p0CbMM?Oa%Ib|M+>L=JCl!E#^e!Vl+1F_$)M0*cn zc+Pkre-6saD*2@V>ic4cDwd5fM9PDIvuM9(H%mPrhvMY%(2M<^sQ;72XYV8GCsoe; z3q^Uq({TNuKMtaY4ic0-P@b;MrS+qI|A|KSqG1xsi$<6hhdZkOh^@cHo}fB2|D5{j zI`Z*V|D`Nr9Paw2+YOqdI{h1ZbGsYz@AFbwJo=6mi3txhK1Sa&ujhNmU2t#`I8y42 z7@9G++s+K_SC@pJI->8b=xIG-x+$vLU_UM5CG`FHK2SPz74<1c0gD6Tbu)Sa8{$w? zM@ts^&h~!2?yQEWmLc$sQw4`xWhc_6^l)G%3E<~XBb{DuJ2812h}v|^KxG^@s_k$4 z%Aq{|=O^GIiKuSvz>Ro(>8#B4<0wx{T8-;yUJz9%XxY96hoz@I+662qFV(b=kFyNu zsy?;r)?OU2ycx4UXnyFZaWtTF;Bf3tO~w<%#4WtD2N4U8)?izhaA2!aRxSL;fLE7O zPFtWkiIr|x!hx7N*>rBGi2;O#DXU<_H$QU%a5NW@PopWuE8^QHdG%xN~nLqp770q4t&K@JC4B(A65hzwbzqjh^ z3LimpS`0~%EX4qO`#&ewco?vEE-0)P(O_48voQMozjf8fSxE-$o}F&3M5IU9KmD|i z0l`1`p840%(fddg33by!)POkJUrmRbRqobBnsf*-&BXr1(Ba7If9r0(bZFG~4&Q

0yj%@BOmTAb{y0Vli@^6Gy>uEpNZdyqilIST zy8NZ^ZW?5tkY<-ELZO0;PK=~q1{DJA%=QIWQqdglB7OBO6`cJE z4SzGK@OOAUwAqRZA9TN2b{L~`7)!=2J6tVe>6PD0KxP{QWPz?%Fr*82+?Z147mCNGfT8DGa#&Q~&= zu=%>p$%hQJuZS7u)?~Qqmh{WWh78)W{2TMiWZ?a1?{=Cx0d^gctKzf?D9gDJ=h!|0 zCMy@DXXq19qfpy@uyX?NyaD$i1bD8-o2+l2fQ6kLX}_1p zAvfURH}=?Zkadv|>@FOK5DnJ(doAP8mn>7=hvNR}>MQ?`pS3+tK8e;Tk6W&FT8@K- zJ)4-6_Bcdc9;YQCu3cZ+FDo|=o!8dyttXKn`P*}sp&k;<{AppWOCdp%6&Wu|B|%q_ zzs;HZB&g!tYG-?r1R_WMew{l&f`zKmd0t@>yogUdOGUi*MZ|4wU<^W-&)T-6je*{3 z_y@;VV^Avb_*t**81%j?TK2v_22mF0;^ZETfxATgwA%hLFxC6LwpVZrT)FpNDE%}F zdqh+Yt-T(F3re+T4!ju!bqU8S!1+-)zveF4d0`Y@&N_Z=I64a6ojUs# zWk*50z1oV#l{Wb170-^CD0jIW%0O!7;tuH>t}ctK$_#-adr0-?@bv>_aCUVi%g}WI z9`K4>3g#XFmDGi=<2(a!;Y~{^`~CsA%)`3m@v9#`4*ZFk{?`wek2r_A|LB8V;#~E4 z6@AdRsc)S*(+k_u6YM>Cdm-}ND_1z!3#)mF5eHm)!T7+>8}^F5kiO@gZq4l;sC<7; zI6|xk)}pEg_2qk@DVwWrpGFVN*D{Cwaqb2ew)64V*}BmGMS>m=cEazKMlPB`Ck&6A z9gTAAguTt~Hiep<@UYD!*ZE;5%#bx~(=0mRboA&Vq_soIY~sP_iFU{o`#{^{)dtsi zQiMM=eSn+tQ#IkWAHXT@%$P9S2VielUNtIfg`Z2$7dZBQfJY*UN6mdcz;gUcBfiO2 z=A&3q4+-W^*HA!7%#pY zZ0;BY>P>e)bcIKOrB`5ICLszIEuUeDZO7DPf-$q*_?8LH zV62JUX8!zUFt&D4iBrup7*kr>%W)w#7-Jmz^~K_nJ2nT4SG#(HG27F>H=}+9W0oDu zM{*UPVGPsd9XED*VuytG>(TdlVd|zvViT_&fbdegAdz$*3~h^>{*62V%b!p5vcEqD zZ7HuyUw0)yc7#kHi$pxc7*&0om5PHIsxs(^#6s0tniam70A(VhQgv^W;j@ie<~QC< z_(rW6w#p*FgpOB3cT5)SzfC$Y7nTh#{EcP3JPCjfqd%(yeI3Mav%M`Rr z3L&MSLeY^>2tw9(B5Pk3!rl{CP5NUBL0$E0KwDEW{Ir^0TM8_Mi5INuJ-&rdKSVg2 z;#mkash|B#9~DC5frTL{#G4rv8nS2dK~SDMc^O;ch{_)YI!&#u<@zdwKa~2G1PL}-eBtYMpA8rF7r z|F({c0j9MHMbGpX;1rZH`sT$`VED(DB@4TP(^IZLj5T*)G)FO!{Jp_)UvbmOHh*k! z=hFSJmwhp&nors8oR2Z}m@O(G7=kgi?ALC18iUm=H`e_+6@yJ*5=d5Hj=|VX`4#TH zjmCl=f7&*Xl7jJ%?;6vNOu>3iv5aJereFah{;>}11WYIvlq^~=w{L)c0$m@|&pyRQ#3)&; zFx`ZFJxj@8n1?p}L>k~0Ib~iS46CyUyP7Nu!hJH7yJR)dG z#1@Wt&4ySLv9&s9u@!qFwh}hQcgvNCee=0;y~c}(ImzyP_1=$&J$O9(-+T}e(-q6) zI2%gD)Okv~ixDXgRh#UBiCA$__{7)~BGx3AuI4RWfLTaq%4`=ez@$j#-Atkd*z{@3 z&%6=^nCW7~zD)bgp~>*3;pjKc-rM6-yU8{dcbbbK)(yAW190(y(0XPfSIa zI>xy};Bg+d?TQYe?sz`d#oL#>a6AiRb+#)>(j#DND|^o^yiUgScYcld;hc%B$woaN z?@Y&7>D)IQ&LAKEbz~9ph?tPAOVW*>S(w{Swuf6YvN3U+KPM|JvN86}3e&+|uP}S{ zag}!EER3D5W#XEdjHN})$qq&nu~0h)9o8oq7}>Vj)5SUq3o=|*6$s15e)o9g8+^^e zRuf`8SVjm~vvBye7PU;Q{`*;bgYZPmFkVH=_D&M!gQ=bO{u+Zdwd?G+6^_T|ZjWle z-H5{oKBUxrpTjYK)-Ne{w8F66PZA^QsNUG_>q?J4&OXAJ_P)ARH)0F}kDKD^ef(hV zhRqPSWGI9dzqp%nBL;-(<-Zo4iG>=f$aAdb1$f&UO36YT5K{Mb+%t=VJInN)?jK*m z{8_vEE^Em^_Nt!|+nxq{G#%WFoiZWexGeiF)L*;ym<5F-XG3s!U_)V44qWjhh->)f z!X+8Y+_S2=z)EuW@X^Qz{dS8-lcx$nE*r`}QwpH@orlJWiDIy|ir@PSUc+bc>f6aW zZy;an(#umj-#|yFX4d-0H!z^}c6|-20Cq{jJUOfaENoV&S~n_z#JA^=q1;>WHaKDs z7E%Rc$zxA)%&NfV$efo!MKuh>Xp{K3Y9KWr+;90oEhK*5X?3Qj7IvRb*Y=fu2dOoD zbG(9eV3L~NYq{0+7vFN?kh ziQp0v_uuz$Y`jQeZ0S8XNKGf_9c+gE$J0!{1~vn|^p8x#Of%F!tzO?V(F{)yT25y< zx4_9$KBnU-Ef8Z{;;ky*3WgHFj5KpJS7b``i7vK+cJiDBbMOb4-czG{rR)P>VJRTY z-3C#O;T&5y+rY8;On`t=8{ks}-5%>UczK-6CUmC_)Qih{XV(zdrF(p=ItC|LJE5{$JH3*n6XNp$`yt;6OZyKraNX{NJnwIbT(>%bc0!qz z??xy5Igzb(_WX=M`2rTDw5CA|}*Ov>VjkJauX@=mwudcP+awcEf{+;ISp|ZV;kX=)N24 zh8Q`ewud9#aNNmD`O9E8%xsayhBv#x-T7vn@R1()$TK7^E71eSx5V$t7WF`DQM3D@ z;T}-4FFCnavKPGKr`eu+_JYB-#R}e)UN9Tz3E@sc^X@-MZ_j6aFf3?(tK?@N7^hxV zyUN}VSB9Rn^(FN~_<4^rB$WXWj4M~@5bjd2jEYk?iN1s0IWTC zjXq|H=JXo_rB`AHp)5eK^k(xQ$Ersi%n{=4abLINJd&PXXg-H5}2#E))|6B zK|C=MPD5~$6nA@j-4L+g6=G_B!*E);iqj}+80KzmH~+6`7(@?r1+u3OLxh=2H6QZ` zoId|zLGlVZpV)0ysCkTlympG$#jp_wv(~9R_+tc?F8%jaO=%Ri-Hve9F&YKmkr?7c z(I`|`a@^vZ7=?7Y?ha4(G0?aYE&V}x46e%@Zi~M$1{wGGs^(qCK)YD4=6(1W*o5ZH z1Tw~8hoKvFC;?d_r=LWPP#sifci z{q=mD^PZ3Q>vcY#_q)K#cO)>FjROfqV0Mj-ZPAH3wtLxl%KY{%rYReLzsieh(`Vxs zMR-~Js~;&5^^4A#{kXf5c2sG9KQ70YX|lBXab@eYcj3Q2?AV|~SZwaY*9Z8DUuX5< zx3wv|?1KAHutWQq8(1WY~mAMj)dNAXs_33p@-DoW0XdpD) zjdJhy`#etUMm%$LkDqck`f2?jB-C|bau7Z3;-4;5+WLhp^|cH0FNF&ndfbKeJzV&N z)rkXz3*W*DIwFS4H%ibs7(1H~? z(Z@BFS};*L&ykDVj22oXe|_m@eD%;@-G#duKR)Svt#H2y4_E7jkp!F2uj5vHxLgxn z?lONGtj)q$X{URJ5-gM(+cs=s^NWd-ki}{8xfEYESPxl~#hfnqBf2+DcGL&rW2{y#)2A!+e4|i*R+Y ze3)HS_rskAW%x3qlS7iX4@tKH;Fs{C%Q%&IU*JOyj7Yw_x?NNR9~~Vqi-D24PuY+B?*aMpZY_PC1o+edK|sF0f7WP2aRSH*9xD&B zP6YC%Bq_(eN#K)q;oO|%Q&2OrUm?Yl0)qk31>TYAAl2)8seNx2P>;#-FiX;b%b%2@ z-JAiQN~RU>mNMbZLaU3eSRTarEn5yHB({r@)vc#8Upl?mTEs#Y9uNw6v!wfQz zxmE^#OC^K?zC9kF+LWRhaK;W*W0$b&|yu26{R1Z#DR*O@i=JHd$`UWaY8I@XE zQ>c(Ers4dvkqY;;M5BvnRN(eqrJ2Q`0x`Bkx=fY|FW2PU|F?w-qSN()NaC+Ukm4Td?HxmquRYBt z!$*OO_8Ikj?e$PLTwJiwMuv>GRq>16bBD z7mC$@+LpU}|A@JN`2r%E+si99|WNFYI!qxnR(C4`79G2`IRkaq&A-O8=eoLQ%;FT4ywb`Ya#9aXgTcxe0R#(6Q zVS{pE!3u~9U5XN2Qvv!a;$OvfRf6!w^X)F;6~J}9Q;4>^5<)6FZ2UATA!XECv)GaZ zhtuWOZ9GAOxF_fTKHM_;OQf zU{G=AtB#slcvT&CZD(K&l+4wSXT;UQmZaEAQo*(0|AEh8eyJXQD;eyHovep^uchL_ zfqH1Vl(|jzUjz8R8&%o;tpQvpX-E3T8{kuzmateJM-O|wJ?fne5M6!wX>SSzc!bj? z2A@(u+?8dXuGI*aM1mD}_BMiYC4bF|jz;iR3O4L(YJ~Skg4U5~jqvotpPk)&H28Rz zd)Ann1{*bkxL)MZAYRn6SR|VUegc1vi)PZGG49V(LpqHOkXLD0rw8s3=49&LfvlWFo!{t8R2XWWBp!w7N#>GdpYkg zW-uVF)hV*|Bom(f7bB=~iV1|Zn^%;dW&-t&bGd;H6W;%fkQ}sSf>-w6wySnb_+G;O zLeQQGx+%YNavYe@v2%`e@Ej9V^6gk}otR)>?lW}Dh0`uSJt^kO1pS{Ai^K~|Fm9gW zKI+bdambw?zsLmTbVY|CPbQd~=6Xn7W`e?yb~Et`6I=r0=Jc;J;p@8h)OK%9{t{)K zl@EuiiDzCZvA}6f*BhIgOt5RP;eNM+1zgH2C0uv0K%}$k!gm!GSa(yD{nw~OPs=jg4-0gD8adq2VS(I3lG_Gd7VNptce83A3r?p0 z4zt|P0!`ZYxGx7-5cp{-Gg6-g?DWwx`GYLD71-F=aEJxU2|8UiMl1;4TKab0m<7@^ zk0xUdv*4nB&Ybd57EE36SYnv6AY5af>)bIGtmFw1UNUFFu>I8fL<<%iJ*%y#ZpnfM zaf(*^2^K6pEHiYo;;b80cw*IQ&i=Q*c1p2kf#6+l@4dDxsNN(Q(szahZ|?1Xbmc4y zB-=F8_#HUoB(n-%I&$KxCNK1zSm3{VQsA{SC*NNIJgKlRHjc<8R0VE?8GwybaZTJFVy@l+M+#BdYj zKD8t79chB!LhDPPk2Zm)jaew)SQGTb8$S;kZvv5()aEt5EQoxmt#k8Z6S&Rx*35ru zf?(HD?Q2s_P)NDMnxAfhO#y4F{l7H9L2lzzp&8CRYP^=&vz+!5J&p$7o4{TsqibZY z3G_GIY9}o;L4xw2a^PYU?BtvI%D3DEQ(ymb@xS2cKKWMSU?mG2gA7#p-m}0~_hG^u zXMM_(sB4|mEHHn%njka8(JgpxNQ9$H)aCqd?4NWneBaz3r$~p=^x_nCV+KSC%`P*YbNuxL*+x)1lcb_h)CiXK7Wt2PDezF-T_`580U~X(pNixnw0u6Ms(iK{lpm2i zADwCd^E>x$rKQ$`TbYBzR+Bo|u&G&n;btw&DqmqICe{Gc*0nK0sR~y1ms=H2lAuHK zzLm6iHOHrfEp5L^@XRA%+ppJ^F!){nAflkkuX^kqw+H7 zHq6oYMUL3ysst5>oHOlU&=7au^nVjCM z`5@?BYk${14|aYEqYN44!dCw*-(4dwLCue6ikFfFfnG9Vty1Y=Ht(|{WGWSwXI^Jr zF--@K8W7wx@;54_K+;)3_s=#@LEqx{)B~|cK!^fTW4k;-+0 zw6uLfJ9^xK&_tB_xy=KD?+XzrE*3azAjG5WdmU#}H7tb!eK1XGj_`I*1dcEw#*D*a z(4vT@?4R=pBTuOJ9pKy>JMtcjKi~BPojO%3Z>S{Vv%C5Z1;3IoclpqPV~I)l{YBDM zpVSmwl@+`Dn{pcd*R)r!a8)|8ygxr!n$1MH6Ib_3(z8&x{H#~;i){RG#MJZFl^kRd zXt|~bbFpl$KZ$EsGR>=fNKjwFTQ1R?!!;V>b4~lF}O3CJnm1#gLP#Q8*)qV zo65iS8p$PSt?%y35-P=wgD2jHa+TuGRokCu+$=>3`=rT{^JVzzynz1XKpEcORa-RK zRff?WYJqNt%2EIMU24s)3S4LNw2P!rfh!n8$9!cgaNEEP|2p1EJn8&$uf^v|T%|WI zH8xhs>3^=H)q;dvvbS&Ll1aEKT;R{^=T(^aAXP(}yBd>cUQG7L}8nlhAFXT$A!IABXcj>3<(2tsIyKkr#cW-(V^`)Q=1+U8|yQS2jx1|vsab>~kO^q1+Qc{9Tx)J4Em$KO3@s8Pp08!nFq6k zIvNs{|FkI9&@g@UyGV#M9XBi+Z4x+2#}YXyg7INGN{p@Z2{Wc+l+TiLlOY|&i85>U z_|S3jTZT!1HyzE7o@O$<=&1LSAvWAa$FGZL(v>>txFYqcxlcPC)s{vK8(ZmE?UNFz zv4er54&otqw=?kRjl#A4iVS?Ub3{!^fq^{ymEHbZ892Vv>u1jv2JSmBKmYO$0~^a#fgU7onNj*3Lld>DAAV?O>vJW|U^qb|$v^ z=`yuXGx6fE3Q!n^|T=km6#8&vu}ak4t`8eF`|;#F?!&&zue63g_F)(QmZt&#`q0wpFmq0! zAEg6%TQ>XmV_F?6TQ9sHujdnSlGu;5jEY?S+I|deSLbRQ>&Nu?vlbElZ2TniHTb** z8{16mCA19KIQ;vJV~Rc-ueB>`ZRBuk9zp)$7B+U=GEUAHV`Ix&Zsm}V{U`z*3*s&P zDBxUT{NY7EnjKeL8=lgSDLlCnmCpTm^2>y`?D>9l{(ueh3CPgUE{Of0AA3hm4n=dWjhq{#ae``PY;tGTO$t_jAxFbFM z!X&j9rBCmZ?6vR3oU4C$N6dPW6cc>YT&5RQpU$08ZSFytQKi2!9A8NP$}xyA>A?#s zuLmZ#bNmB5;X9|g@u-4#K}k|KDz0vovq!-_VXR{vJnN&a~q!ANqcuX+_4IxAnn-R{Uubdit_0392i+x(YyoQ^xj#ELu{uifFYA~LM_s1kC2C!O>trKpl$FUiBsbz_>H9o(>l@L^ls*y9`L8XgHC0SSQqVq% z?`Jr12oCn3*W-hMw%5~hqPyb;(`fkvLI1&$pr zN1f=klDS;vcuP`qn|pZ~DvdY=IeaX`u2Zl190N-+#q87Q*^*N1*-o6E)-S;oOGBA! z{0h+<$Tr16c_>u(KrWJ=i!H+>gD3pCC?fWF=kShfEdA&*#N+!C+gdZewi>0Q>Z_GP zjRWcUOlIbAR@V!Zyl2(qNQDu8Qsm6FOfV!^?IR#^yykz|u%J|YOORG4`AwFIQ{yEbV4E`z9=u6LcxG9U_% zN7bj7fw1n4*#{A2Ko4~vpXsT9MWe#A;=d~)aI9PL;TC}E{-F}Q z#D!au#wuawrsGLtBb@id_1ip34{Ko4>()my(KT@EUp22@R1IXuPksNnrV2jo-{agJ zUIXDB%X4gIEf5YajU@Avq31O(agv_rWS>~MGVIDF_M;wZ7;39*)?9;!} ztH_Y>dlkcd1sPnfa=mQ-R|ig8)cFohAgpY?ayj=&1CZ>Bf-^YGDkV!E<>Yx19nxk# zAl%4~mNlM4FxHB9m;Q|4`X(;HF{J@q9&C!(mGZ z7X>9=1raEaAg39Be-#Ci7yGu2G&F$Q6(6ygmIe?M6;U-YB141w^wddPGVos%p10!(@?2_!_!>njqh{x zQFDnZzg!24!`8kk$Ll~!;DORJA2L|*_+Hp`iVRY_KQdeb>LKLP>CBTq5M(Fby#5hS zfxEnI;&<**;K3|Y${~;fGsfSCvwbLV;#%an9?3>9HMN@;6lnx+<2K%Q{zmu`Bur6t zqJm@Pt~Z|?s32A>d!&2~4Y*X+4%Ttl6QJi7BtnCQ<+YouL}`%WdiM5CF&fNYPpTq| z(;zNu;+2&o4f3~q>zrLjgB2|%@9wXsL1D&DVMQ4lsJwoBle&QhMV4iAXE)K{>uxap zB};=$|8-t*n`zKz6&<81PXoUehkGqsX>cW`cF%bQ8VKEt3RqU8fndhrCvn?p&>i>f z@U|T^ICfi~P25R?#G7tIYAQ5NJ?-Z&Ql-HkwOEDi<210CUvPdoK?8TnH9N(RH0Zo^ zF16$n4GuU2HR?~%AjC><1ACeVm0M(LFMpxIi;rTV`v0ZD zx#p{(>;BQ8YR?CaG6Ee+#nKZ@SJL5w!~2-gRdldsM&9(|ro%1^WvMwHIz)}0uy9^Y zhZfOD(>gvnWbZ%XIeL=;e7iJe#RTcV{L~ck*OvjhI-z?<{1{+f5Pl;6HUq>*3<&PCG8^KMkkg{c3S_{r%GRNUAWlEiwOkkOFreb2{-)&+26#Us?06Q+ z0BJ+M$*^z+WUv#@cttV5RmaJFGL8YF)T8>tLEvu0csY#KJl{$Ohd*60<)&2VwD4}Z@`ws16VJ@*73mPPZSTVGE-FYEDn_l~ z=rKnmdoxTqy1n>oNUUgtfb)4qZyTw=(n=1o(W64v{-5#%JE%ZnEO>VOrb2vfy>&_< z4UU*A9>3EiM zCk33Vg+AT3qCj-hW8st`3Q#8Zc1doffa38dMlHK3z~!o%VD+&9rs7s8-^(S#DT#3D zSwYUs*SK2)Cqr{C4dB@h{VeIb2y3CNk;z9NxR1ZiU{d`W?YFz$0XY~85> zn75AgTA0g)_nUV*-s8@L!$<00C`#smxzZu+4GMXn={Raj{+k0l4lJ|PLb;$$^F9&GLQ3eHQ%Wh|6W82qWR?P&>QvDxxn$VMdtN!BI1$vOAAg>Ti-)ZugJ0G+#e;~n z)TTQg4`EQX*l6_noXsvW;v%XJ%|OmNE0jM6yJ7q7+f7-}~$Px%2LO_s%`uHk2G;<4|I?r7E z<$ETr*Y*vbyt8YG+4(ovt8+`hTrUs1K7Kd4xhoIj(;V;1s^{TK`8$#s^KWsze9qLS zski7xFWBC4Egz$oNUxu!7T~0Udxk)H0baV;7V=WD5RV6kZta&X#62!=`nCrYqWb&V zUut$mSml~vd4gSp`uX3d7u6S`#-oO@Wm}8!p~=4?8y5;H+*RsyzDdCqoMLS&E(I4K zHZJYYD!~VtZzDOv@9@X+p}6Eb?{I}z;z-KDQe3H_wt6C~6!|n#dYH+j=q;OTBN$VP zPG>FBBslslrOvxR>Rd{&qLw@nwRaojKc|L_xg<9f9-?N*mP$2ebWpyNCgV-^f z-cZEzlZG3-z9SkJeA#NJN=4hxjlRChR215Ib}B=WitWm73mX-vC}pSo`-vYF=Xgs3 z3Z76=J>^Kk0ELP%wr$rXi>X++`4Cf~pNcCd4|rSkk-tkDCejbmP?>%pmfKCmvb13} z-TgFV-`UIeSeJ(UMb+&z9U7{i9ipFeprMK3`?!X98WIl z%4?Q}lt_ZrIzvN`)E^5~r)emAwub8YorYI!%k0{}(a_;l(mjo@G!(1P$=@nRN1f|M zrGD$^C`DE7=#io0i>Y`miV+>ND~T^F4Cxr_Cg(knMaQ|>o-(~mIzA}bz)npk`~6aX zz@J7(Bjcnq)~R&77EnG{mrTd}tI?vWNpxiI)IT4XK*wCJd+lTc9SeVEb(u2hxIuaF zIi;SCzG7hYWtxt*!+{niKj?TYdga=7IvoQ;i}II!qa(L3;I!Q&9raILMCunhw(QtH zYH+j~1;gc@CmB{_YO$@oiAy!IfEAy5zZ&&QE(|E9Rpa2(w`m9OR%2PpQI(qHYBXba zb_get{k9zwI-XFCyJsZK{Nt)|&&+^H#!NNJC-xny{ZWk?9bOTk@-?VE{WC|wqy~k5 zT^6g!u0fha`Fu%h4Th_r@(rQ}`P3hN_QV|s$uPc_$IZoBS;&1?-m$_^UIJyDBy zSi%(o$7(TZ@?KbXS}jgGZ?JYaRfoHh{3Fkp)S+)kuaY&Z4u37Wf#(=?xJu?@hu-0O zY)Te0x&-x@k)pJH?rJ@<+B|m3`q!iM38kS9H3n{JJ$-3-69ZqFtC(aOFfqnSv;Y2T zCi>gS(bv3VV!Xe#y7OBm-szF#8&hb&S5q$yHa0NPe&X?O%Blv`9pAAp`BDQq@7tIk z^QQr?g*|&JaH|oMu1c6mb~mEE#e0^$Qxl48KG#UQ-h|y#4s-wfns8KMZ92B0b**B8TK})Z77Rdw$-)PI9{h=*RFqyV@)__22kbsa@6oGG_OP!J;2s}MKqOxV4Kz^$)&e8^4^w!VIey+(y zzD0ibjm~p%SSZb3$(4(vLpRUvAh>Atp8v?f}*mwHd@;O@`c9hv_{to4#V8g+w z9> z@BwmuLee^Q{XEn=pjI{enTPx)5fQp|JZ!x;8#P(NL)!Kis_8XkTR+C4t(u2ymP6ss z9v*IDDQW?ohf0UqESzXO{3k5DOr?+h zc?Gp1#hz|zQ z<37{ZT$DLuEFclcMe88mW78lmzPZvI%L(QphvgriZpuZ)__iSN9b7cpA(&S6lR!h= z{)EV11X{}LC0PDP;D0Gze>jf`ob!tM^JzVSG*!2kJ9iLB>?E$=T1ueP`W2}O3=Zne zN(jDb;^1nU{jQ6F9Q=^pZJh4OL7hf*joEt~yucWGyN8d1?9uiG_TSl99u)gYr;v?Y z%^6);Z#Je3arVAB$wt!y`o8nzzKwLFSNs%bNZO-g9ERDjb+Nxpd=;E*=ACr!p~Y7ZaC0d3Yzbk%0@sx4GzEV4$9<_d;bE21aZj zHqUxfkCJq+S~mH;bqUlv@X4(X?Jn$p?b%g}+%y$yC)qlT8LAq%;aQ8TYcmJrme=C? zzL%BJwKW(M((ai{o)3Bk_A&CBHE2F@q_=0F8sproh?hdu=((uB;EawAaG#m`2?vFo3#gmI)w(wq1 z@s^f|oP0E5v8BAX)PBA%!I=0_x1hNa zjBty1uvxPNgJ;_6JM1Z_tCX@;+KYmI`?u{qs7k?I@4B{nelJ43d~r3)lp?G-vNm<_ zdLceB)8EkWssL9r<5t~nEkM;a6f*Y7!@ECjZ&d#E24gdQ^E++wuyY`1#%EzJ?%^M? zcTCI11o|0w07}UfoJ4Xb|`HN!Ss<1Sd{CJ z?93-SK07<2=ffbkgjjdvGtV~jcml{rJ?h|m{V4M3zS!z@@Hp^EoO@JJaS$|&Enlq7 z_JB|I%W28+Uf`hJ>el=$6wI`$oZGZQVdZY=219lsm zps%?7*uGtbAf;(Zs7GwpKoxi$S+z&HhzfbB882s~X+XWq2znw;gGC>o zkEKb_pt1jA`HKuHXt-~?*_BO$`ka6Nj#Sg&@JM*_u0A>_?EazYx3U^^l$6T%9;<=a z#ZND+60QMzp+KESS8GALi~3+jqZSHMRdWko)WYGG$bkc0HJ}mGYx+vB7KGJbUAsaQI@R(R?KXs;)L32?Hi*M{O&)yp0KB=;k;Q$^ZeyLzE;x z25gC*G|zg(fa1Hu_w|#Ru;stSuea1U0IQd!q(f_fD@koLVrLrR$G^0auO}N}i|g1^ zxzR?jU_QPvaKW=+Z3X85Dx zzGV$*zMa_DTb0d_H&W0dM5-L&tkkon8JZf+ijPz@!|16EC7kkR&^pi-J!ZuM17p4` zCrJy_o-Hr7WC2~}OOg`l-@~hJS7fxnS2t%$Bom3%0 zz<)Zc1tKZg=NgpRAP}}E-bIBC%z0bxHdQu!;5P$V=U_(5C56!l*A=T?<#aTZ#jNf_` z`%RM#-PU(&YPPdMSYW}q6fHJre|@p>`3^Stw~3|{)U?2sgfHrU>RLeWZ>Qtp-E8Pn zYB$JlYJnvIM6Wix1!NaHw!$+OT+cM|D-9&qA?bm3b{GqO9ozTSak?4W^L@e{em8@4 zP-~_*KMUHO9P0c9S)lD%qA()Lf)#l#y|>((p|tgTPK<9es0w^qu<}$BB!qYB*wY)K zqu>0G>h?x(6{iX*?Q4YWQem2}WCPraOzlZDX$1AwOjkKF?*3i5CsfoMpnKD|aA&Os zV8=>Jm}f9y&3?he$s8uEJ-qjJ$6B)8pdux+feFT^g+J>lG2v0vzaxEu49L#Z+M`Rp zcUGq|&ra-M!g`N((+2-~xH1!6llY<@o+kd4>0)onJq`fDvXa7`cb z3)Vx@6~V10G4+tJX>*UMa6RUO`+4bQ1c;(rUSM|W> zvg31OPCXQQ^^S?{Wx(I3DsRr}Fkp1~<;u)`4CuTEcGoU5LHJ31m(hL(D17Uak3GPE zUjQd?n{Q8pgse3@j3MS*fF7h&PHYI5CiC*`by*1$n{|c-`;4?1ha0w#n=BZ zq5W4ixB52|_>?6MW&L8p;cMHvWP=)DFsuLBwigZH+xU?2`x&XAGAqHa0c?%c{_z(# zLfBKEs=%X7pk?M7Xm8jAKO8e|IUQ*NZ;@QPj6+ReVkPil^k5T=DjI!y*VP0Of~$#3 z`-;gt<{$j>-; zS9CE8q9nlLbt(&V3hO2|C$d1RMXAeRZwpL2=&_a@U<1T3eGUN|R;`GN+7`x!Gl^Tw zuZOZ>Pw#Y=G^yZ_ao&YNHZ+RzHM@}Q-JRjrzLOq}>n-so`v+y~C0!k6g9QI3p%o)+ zxOOThxSaG8YS!6|vSCNpyB*8N*l_8#jl)~g`2FE$jmO#Wx2jUeDUJiP#uD?(;yF-t zW~sd71RElw7pEUg;J}+1*>gjr`Ts&qLK8Xg^_!u{fg}!i^WRFCCjI*_nDr)^15!Km zQm&|v3U;oY&JM2 z`j-RCG@DkvC;d%J+8_Uq0}p263NP^yFmWf~g5m-K;yUK6ZdwxXb6Irpb}It3Dm?<+ z77}14NRd0Rh=7YT8L0sm2v8J{l{LFafM#dx8`(<)7)c!5IZFEdweGW$%LD{ghuZmE zA;3c3B;mwW@;Wm9t+OWJSBtIN7->SR;-69*0;VN5dq1@$;Eu=+K{Go7!oWX7{u((C z&o7dbq$)wC$(8m5XwT;;23#j#Vc6gs^BV;Gshrf>CK*e|fkgdm-KGr&#uCctzz_3TX_0%&a+J$rl!X!nS+5qLsCPi)8- zkF;ef^FQp#-p9 z{3)MEe@j^J$qOUno1;ec2q!?It@W^B1OZ+aqO8@C1bo`-zgItnfTH{VE#^xl;KFa!Tlu7S&?^7bO9K2V zjT$bVcXfv=T-blp zp=9?}@_ttl-KExCI4o{m*GlSbv+4Lt8!oiVzm=*_ZD(i=CepS`-tg|=my zd@i@R@YF5qrv7a%tTK>ii#l>aM*pO859uDcKKI-^TwuiU*lu^ZAe>R9b>towm_xgB zC7igB`6PH-AE{^g#7akOS^gHUp1&TkdLdKN~M{9J7zLI_qT@u1_ z<3ir*g;M42T(I=Ixb>X}7tA;U8|oi$0sl1x-K{4e_KampGJ}9tbL*&9CK>lgg<~R( z1XN2a>Yi*OV0k}#p&Yr-Zd(VdE@>ek$4>b}IGcb0*{@wa9FJZIuL%>`}EaHZ~&hUA52a2lXK*QS#Bq`!88 zF0T=0Z|&WiX3+>UUFsVTd~ARTmFA-Skp>9*Sb5siw-MfNpj}DhZ-kd!(Q#{TGT}#_ z+IoVo0jwfY519xxz{>KwodZAWfy(z*Hdv4e?v3xmbUo`KyEpND?J@>PjQ?^?5hKs{ zDmdQ0i3yJ9mTqyBst4T!ZfBYz13cBO7HCdi_DxgF7!OYFWC3N_`>nN31L5JDX?tTxb zba2&Mut>a?^qnR<&y)_)@h6R*_R?TM11s1lfC`o06bM{L1!s2gpp$PEXhl~`#3xe0 zL+iSUC|RFeaj#r__AM3M{w`axubc|&|8x6#yuS+gEJoaUvQ-ce{$fhQ@;?v=NqD2T zy9~0ke;EDxRSt!BA2pp>UIC;1Y7@B$rLfvZqiCmc1t{N>KmTf51!((!I1ye}3dPmO zcO8ccs9Dy(p>*mUj5=)DB=PedD+OPj_7^$X6yWCzpYn7of$=>_Io4}S z!MQB_5WA29t_C_Y%|0cN5)-e~UPghhY)PSsfD#ziI=o7NMuGIMSO38*a z30%pm`=k!HAEO>@r|eH5sR5I3wHpup(7#E9;*BDm&kF|SG1nbdudT@qXbi>_9Ve-9(;)LVaE z+-DWSVCnTN^*Qpn$KOZfBox7=N>}})?G%WSkh$BYO@XjyuQ!~@ECPu~-gI_vA^3m0 z(Ys`z5FGoeCUu4jA)@Q)diA0rXmXwwyi!sG*F9F~9y>;XoWw2Cb(Q4!{9Bh6oT9*s zL!ZuVt}X)aV{zA{&QV~7D_3u(QUaOkW(!sNTFgaQhjCKF5fcW`2%?l0{#CE%XDu=dBMcaXGhMlZ6y6m+v= z2%iuN^z%8XpT0oGLFA8vwc0z7ZB~&~yIcYtLm_hNEv3*Y$xs_lEdwLXed@ zdgk0vC3JZIyuY)LtnY8g4_&y8P_kWx&-i&2bgXD^AH0m9sAI0F^{@(bug2{yx?csK z4!nQ4uCx*if9v-9i&EiyX3P^)9u4x_9jzAUIcpOa3dgMalTTiC4z!j?G+df%ym z1>LH4D?Zo2&AGO^V6$2XU8wJ%YgPjrQVj;VM{3}-NbQQgq8boxkrwzYRR^Wa9W)cE z8kjXu@fWyP2Mt#B--mnaAw9Y2)4h`n*mLakyepjn%7#f+7vD0#THB{FCz}aLZA*Mg z7cxMuBk$FBmH{EReL@}^F`;3fUhw-uCU{?3t|jwdBmA0+eqyW81l>Iz z-4A7&L3f$MgOKqi82(f_ysxhrBCgg%3tno3GqO)H2q5BA{}Xc3?`0%(Fesxn`tCmWQQ(=pysALu{^bHvxxJ;mi+GMp(w~;vOF1_*dM znwugsNWh8tCCVeD!|KJkB|`*!VP`1&4iliK>K=V^gn(n#r{-lx$$Zv#yWKeH(c^DE zm5mXgzp}yBZ=3*`mmL#kUkLag009606xVq?RPPrDa21s$329TIM3P8}k`JQnNt-CN zNFgnjLWCm8lBFzPlqE#jvWsh(G=^dB9ZMt>6-p_RQ2p-julMWD%NZWt_s&8*_vC zv?x6Ftyd5INx^SaM0LG3g;iA@A7ynYbO$`Xuw0iy&Z1>*v$WgJ7kIYsp)h_zw>ndg zLQui+G7o(U^Cr&U)Z0tJ%dDM?2YkLF}0U1(CmZeY^}QoDuA8-)BTY z(KAzSsWAn|6DGdzX?t3?_2-#TI63HO=3`2M`=p@3$c(}dMUMXR{S;EJO*22x^0*k9 zJvXN?6P(uOcYwmr?5oyh78Hz4Z@gc1kiw(+vFC?rx0gH_D>+1=l`r$^t-}=RWc>af zI6~p(fL!3(qZDfI#R!hlYIoE|R#;LPt}a*>e2l`Nu5;31D+;CYe`MBKQ@Anenl(nt zT>W-)^>GUA!urqeo}f@rTBLr=hQjnamFf+)6dW9hJrlHk%oB~Zb`ve{FW4P?DkH zGeg@f^<{43ISP`k_k$mtr|?ijUHFV6g_g|rXcZ?45sWJ<{?RIY5P#V0Oo8oJw?5$l zg*^9wYzG$#rn=V3+b>dxm9{9Edx^f^7Dr7E?f06rx}?kW^O-km;Bx-__@w0s7S2yiJsSB=IKJ@dSN*Z(brO+2*e|gUh z3SGszlOlc;sto*ndTE6{h54TP)BA1@i1ZAgpb`6Y*S?!{T%2B_yYva&I=%apS7?XIn6ZiAjFme5P3apF=jzq{@_I-ZO;Yzn)hMWFJ$O>oOQQ9s*x~v<5~qF5 zj&${tuzetGGVzXt)^}qEkpU9hbr+WiJrBU>J=I!ZjP+K zUcQq=)WHMC%6E}i|M5c)p-DnlZHGhqZW5acPsFzjbMV~NVBeU&?bT@5!p2++ zrJ_DA8#YxYsdim#e3jyvxVVRns7XmrO+z+jHt{o6;f&%Nbn*Wj}=*nw~onF?2b0?+Neky3fn#YGuewJ>6;`sIlU!zzM zz1Td*&aDxJ4=4FkhM4G|`1;Ags}UXt;;hR?nXr=~1K7Te2%1Pr&-H7>V1&P`dq5-R zFS}K~`Bo#^s#0P)Cz*Jm{ZjbW6ceF0=fx>aGtq6DV)}Z93G=AoZ2vz@Ob>P2-@DAj z$4QrVbyp^|25iyq#)R6Z)a^kY^tx_DDub^P?=__Ln?0FuoY(Nd$(xC<$3NKf`!FH% zWz_nyFB5(txfi#ce}$l*ly9r!D`+l{%ka3#gw&*JPL60JmfMJ(%?V;+zRXE~yVflp{@7?lSSfsaD66HXE{kSD z;i3LPQJF@FNc<=~x~>tHYo1wqu5W}1W6`k-vW;l@7I}0_aU-_b<5~u7#iTZqO0Wscr)?_|N_XS=3AQ6qTxWzVf@XF+kFQc(BVCKwGamODIYK}Y=-nCQhC ziDt4<_*mzSI9f1AbL{~>Ar7c03i<+PEGg;pp$6 zzGOa$S^z*mzrPciBLlSGFYf5saf$=kJqs=dEF`hq(s{QzKM6OvZ?9GhkPr^qX!e=b zcH?AWnIMUcmu;&9g-C4Ow!@GP!^5;8GF>?s?y&BuF$i z?|8P(iA2{__TS27Bw_?F2Hjas@8e8^Ug!l92UcE)UB8mV^Cn5DAGErR(^jVce7N!(pMeacydguwE0b&ahgcHa*4;8P{Rb`9?0 z(B=uRQ~Ylmi9{Qb`|)?^^X~YXs7TlSTbB6;CTPu946J@Z*Z<`Qj6RfylBmv>D8Cs- zBH8Ti7qf5@57t%btcsx5D>FA8qV21b&o915;*M;o^36yR*Qer2&7(+YSMu=>Ytiv3 zb@N^cNX)+~W>y|UV%ggV?LqfR)Htm=ap(aFFP)4*=~z1M!uL9VqqWLYn0OIKpRa1) z-oyIzd+ZZyp=APzUjGx0V|z*b{U)kZy^lVJ_vs;_26P-p9vzEJqR&---iNcvBs^T1 zXZAiM!7H=jGOr1}@3I;1Wu_#Y#OAC#O6Sk~1XGz7I&Y+kw4)Y0tP{1qlJYbdlvOJovTqzTyfNWU_7l-N~ zYJ7rr{3zxTx>pL)C_aGRpM*)nlZA8 zv(sL)8L1Lw0rwl4F<8X>S7FYER|cQAr5+nY*H?+0w{Jm7l%@FDu@+S8+=<+9y%p8U zg8$;3=<^g(^|H324a?r*ZqN$b<7bYq)}ZUDtmA{MEgU>D3z!J^k$#vV%fWk<5`F?R4Mu@j~ttZE(_k zjw${5H+iiU$CSA+C@pm0RpBC~3YY3=qgo?}?ri1aoKWud!>U|Zb$kwy*~UepxfahD zZFAX&psMX$gsPnuzN^N?%=^<1EO&5WpYUtV26Zmf+V^LU(~2w>-%_i=g(P2eN%&4K zeA)b3$9HiddR5@%Moli#mIoRAqK(;coXyzHg^s{N()Il@uf47kWTuv&huAs6E>pO?1M=A4q(PBP*mI7si6qcIn`(qo&| zO}J2$zyFxmlndd~Czc`+pYf+)w}C+llf_T4M)G$&Kb*#JiUi9ig4$ zcV$=8{5Fh~&RLO1JFc~8{e4=l)H&lM+I6nPNFQyStF-@_1#JlTg^%RIHV|b`<%VfT zuWw&l&fkVmihrnCpbhcIKL1r%)CTMPrR`hA+CZ&-(*Mwri{(?r<+edwtdTok=zoHX zXXcX8Hcz-0?bcE(qFZfc1b&r}$t`)5mw$EWGJ z=E-z$6IX=p-*XExYu`|?x|(G!ZOeuKZV|&AQ7#xxE=!IIb1~{Ru9L~n#hV3>m`ZfN z|2JmE)iZqbTsfNZ(qfWCF3%kkf4c9NyP#4yLC;y2dWNM9GAKxNS=y@hQIKkiJR6oq z;iE#}K@L3^WEx7Cl+f?*-r;b&+u0<>ULRsj&LQz@S1wPmA&Fh%)3JmVeP5qvcLV79 zeox%ug;G8Tn^lix-=TGkUN5$A9S7%5<&Q3sYXy6Jp`6ovIuEz=&5H_bfq!eXl}=U* zTn!kXZCqM#dB-#reyau2{sC)_$Fm{LRJ3}K#l{(DftQ;Xvk}c_r_Arsj5LX*o>5B8 z7+CdUTj<9o?3)gHJY(8~pHc0`5r>-)>`^8%AVl}q5A(MMi#0(q>ecTU77O$GJv=Ud zXvCEplZP!dSSZw%XGGQ~kgy-TyCPv=HiH0&>VOxv8-rlbburpaU{$#QNQJ+@y z%DXhcof2d8U26dA;exQxiI;d&Z#XZu;wAL%?5NA$^%A}j{ojS>zr>`2RM=jM0qyae zhZn6F82Df*Up`omTf46>Dp0IPi{O7wR#)p_twY=LMZvTNWZ)agT=Sjz1dp@L+1pupT}Ncnpu5QcBm43 zV{Jx{JSx$)^-KJ5-%8XJd~)GkT>)8B;Vb8!l_RfyO{GS0Ir;@cg?Kq-7(1hFuJO7I z&())^5&dO|U(=u2>RN`>-$wTX*Oa26JbtN1Q3;wpUvlWKF2OdviJQhpO3;?8Q!Fk} zjLbQ?TTRl7p#0}m*3JAP2nm1mSx{Ak@tn_|(N~}2>zW%iifV-j`c`T8O}7xs-S1R< zy;6WP&o`Lc-6%kQ+ULEQ`S~#EN+@X9pO0q}X}(K(^H6B5W!p57hX^%+d8-1SVd>f1 zw<}lWVBu`S>->37p&%K1W&6c!G+KTd%<;>H&3dzX?y4-z8t<=ru8;-iU-R~8oy&x0 z;FMiQ$75t4H0(+ge~ih)Zk}FiA0uDX$GBwUV@S!T{M>&w9SJr{dG|Y0QRXi>dcQvv zE`4f2ro*Xd`SiP!+K>uu$s?=CGbxbbh_ufZJw)@q>_0}^lF{ap6?$w>GOmXo{-FN; zA#S+{ob|FxhI&WR?Js?acpXsoab`3Tw>-bG$7T{S^wrAp>R3FoYK_7U{*6b?=6Gu* zp#%)gsTgsIh=U*J(u$)=ahM8fxb_3I~)^E-cb{~0@YwH~d<+s~kJea&h^k?ooVI_NsV5*%sp0m!6 z$nRquoU#cZI8vuQYj;Ny>)(Z_GC21L-Q1I%qsyX+Db1ejWWG4!b-&||t&$1E%1_Lu z-Sr7Xq2I`(|8rJMe|OO+{MALVxxVo_Ki0T zqFcXY^`}V&(H1v6W&D#tC>l!NdDg)oV#jR1{wrk=U!6?*yv7)WwpaMB{;%}<7X$C_ z9c2)DzOuS`pBY5@`PBw1*bE~3hs>^sCI&J4&S0Gwi$Pp@{@;%H9D047*A*2O3}VOj z-)>wN1~DYOR$O0|K}^)ojAi_)Clo$UZ(d0I1D96l`PCBw{CgeDPt_C71-6NYXlI6o zHt~I~Bhsp#%H3nv5tgmv9(qxAM8^ATtZ?@_B6FtDfOWNwsQp(k%UWAU1Q&F6r9P=8 z`VBbN4DnhbVZF*~G09pY@8-W?udEtE%C@6Z#Jz^t8&YXR?5QCdj6R%d9yM@n zv{Vzi??OlZs#Oz4i#P4tZ&yWBI+{sHYgH0)7G*_WGAjsPK{?ODxC%n}cc-)7_cCIT z=R&mUyE5Vx|GQJ<-ZFwS9=GAynNor!d%XA3jS^xTzfY2~a|z+QFVl3iv6u+qy^^yy zwvf;h|1KZHEF>Ot%Q8yI0-`M8o05HJKJoX2*8!1*1;j|c*`GMUeB!2}S=|qlJVLWP zQ^zqdmyo(Pp~5N4CRVPQasPbe2~k{iMdHk|3_??8@J-@_3}WTqiW)by$3*f%UEZ^L zDMYMo>kB8@6k@qfwaYM-NC+)s&-T1dB8q0rr+$RT6QY|IoE!9rB0{IFMFNjS6LAsi zG961pi2RssMXcz{goy9>_xvGG!aPIXQgriWg6HbV?ytUvbUjP+e)aVn{N}DW+}Usj zQr%u_-QKvuPG(Y-W$%Ohg`aAK4upbdpzDyV{#|J9Hra43g08E2hQ>dl;xP1Wh2WEn zM2LGlnG7jO0#9IszB(rvYr5*)!-7+w&?Yy zpA2(-4t2%l@y>gT&~+j6^DXP=$bWzDxvo$#JX3c|?Egc*r=3z~SGE?zB=_A#!`r2J zs^9f!_;?x4Q}$W9Ps)+{YpsymgL3Hcwr?AnDu=Ijta9F9Io1XkC56AJK&C^bjmhdt zod2~XK+C5Rb7$BA?^|AAF30ot(JfUt5Ep04KaYT&fxz6{{m03dIy+}n>QQ>6>c;HzdQeWImkh@1p=#72QL>eR6>jnl--hckdMPEr zU!H*wOJmvDUg-c4utC2Rs$`ZWJ(!25XR z?>uy$C~`dFh}?}=2;h849Q@P(L-m*qUn*YVgn!JSLh&nvW~FETnRRm7>@Vt9EIIck9N@#Sc;WFCvJ+uF|(eul) zXGM}j6s}8J@K_3PaZT*lM#&g1dhWe7Au8xO(M@UD_B<|lR=%Ec5Nd<@^Ke&-1TG@| zFFzBV;=+8}%a;;$Z7{n;K2u-ThCu19?=R%E!69vj{%=)!KCE`h&r5HIVr`d(Rct$` zXuXE@A?>IfuP%s`>%hN`|F%4Q-;Pshv)L<_bRbu9#AB?u15>7)-7*>-&?dQt?HL{L z2YXlOvQGFeUBcSM?8FtGnCEK3omiSTyK0K)grab@i}a07lUSbo7IKx3wd$=x4W>~DJMTCs0%m$$Tux! zc3~{d^|bn{E*#X~|M}s)Zg{_m5)F*##tGZrFW;$dNLd?%-4E@CgyC)L#E@4#WOX~SKi#O=ZPOCgs-wiIQn4R7A291KlAx0fNsVU<<2uqBxSDNTS^1)>}HMEy*@SQ*Kvj;XU0l_Y=D z@{>s{&z`sF1gV zi$m5Q?v=cIi}@0QjD5piw(P~_9Eq7*(cR) zy)evLckUDIf;?W?7#2x;?^%hnt9&2&W%Pc0r&XFR&tZ7=p;lGD zTHm`5M~?s9@RIhuq4q`X>wU0W6d_ei8=$Y^F74BYo#!hI18EDKPE5V0)!pr#^>#@= za(|6Q3ybzcJLxX;XWAf{b$w#!$4=E5c+n=Bs*d#2sx4<^?bGf@xTv91F0G%>0;Q!o^zW41 z4xU`r52@n63z@Y40{{U3{}k7ET+QDf2k?Z9G*BW%Sxq9*FkT8N84ZObqs)>b(hgBH zB%-06w#ID_ecDswcJHm*UEPaFLPYz^@ALcX`8c2Z{+!RbXS~ljBZ}fW#s++R3{-fS zOFA8N-cfolAMf3b2Ruma_wbhUNh|l6TkYS+N6C}JDTdei80uDBxp+Sx16+Qw8|e;T z4G$h^)+!&<{f6Z4Z)42fkcya>x6zBBWJKGOr(gs!vYIUhYTHk5js8H~ZoEV_kKf zZ$DhjA~k2l^B|{E?Q!i54|%FCqw-EXY_2#vS3-k_SyCOj4k=tDI*e-TUEpGhyD#l_ z85h=`u}-VpxCkEq_`BDei!XaK!=C7Jk)OP#YiJi24xu9p6!JLmRT#O@OyMB)9LLo3 z8V9lZAC7%=;=o2t`odag4)m8++o`&6FwZ+^MB)Yq>7Ao~A4zBAKNb(DbMVV@^+i8d z4o0f~B>QgSz}stO)IJRkbcJLWkC7%c8Fbv=%z>l-W%Ud<4%P;buh>m+P$$ygwAqx4 zsMNJBcaL(BD?UM!dCS4LO_uYX3JxmyGdrlpT>R(GZ{KLhMeNhgtylE9Fq8SOO8o&B z50xtR1vYa*oLiWhmcoPgV2x?^5gzzCt1Qy{c~ImT&bTvp5RELZ`_;eW0L zIf|v9v*^e8mI!4xqkhCn))*><_Txy=nAtW)KT3YO%cQmSqiw`1?zAl*daA?OG1h$8 zxy-M2JkE!D^7Y({zT|xI_lrq4C&yEGdsUbxAGxWA9d>%~(IC}uWmXp-;jJ%34LkYR z-E^$Jse_Cc&wT7nx_Qul=hG=Z=BqD$_kz@aI?ADpw0NI<L-8HWU~Mq6>0&6G&;oT=87%kbLYid{YZba zWJW)c&Jkl29M%*-S;qTTA?X#RB|0m&3UGsFJAIebNq!+QNNT;V`QA}20TTMd4U0*a zNmnkE-zLDj$C;h?NqvIMB8EuA{N7ueZ5JTut>fxa(vjHBA697#uy)!l^#LhgL(6uU z)bDOG&0I%-az(K#rKJ1Jw7OR63h?(&64!%NS1+rwo7841tz1D*fMDJ8;dZ1#vu2WC zk+wxW?WO={eg3b^vT!>jY`sg4|~%Vyd>*4S+V{sX{Axm^S7juXR2yf zM+$I{-`eO;I(Fcw^4I^nCFhG-lmH8M%`Gn_z34C*rVuT_>uA%NU{c{_XU#-n1UPu$ zLe?u%ifW0f!z%%*E!<^lv0*y+)k|Q>MuCXX?nQ6dc<6Sd zlq%1HK(JqHK^hB>sutLp*szdm{4}nI+lQPvCf&YjEOhl zc9e+-oz#5h?_MlCuEKdV(F;jopGfj+JnXFr@hC_d!Y5KKXZpl57s7E z*s-j7prCsoxH zDFrg1&L1;B`iOyhuac9-&M;u~kdrHYj)7vQ)n!}HGcYV%P-1S!z&};X(VO-R7zCei zJinL$`k?szfF%r!%bx1UTFSs7>rI)GU+I{8BJhmrFdc!h-O(N{bm(0Au&S<}j>c=R zwpTUK@m)>!gQF`Q9i?@9tZvcqXI7G-?rl2OFIi<`-9iUNQ)$O9H#&?~iRic9q2my1 z{^dSXIy#kg%ifsLk(tN}{-Z*^zx|x-ITj5CA6~nxKSsw|2buA4(pn{^OPeJfY3lp$ zC0Nm6^Lxy6coQ9qH5>gKH0U^Xs%%%nX0o2ITLPp6G&rvRGrhQ+2F>SAkwc`9)0%Z^ zDrgW38U1tPBMmcItHTWkXc)?My}IHP4TkUV`73F(+u@^CpULSS@>M;=17m0i()6^gI7~x^e5s2@EDe^%fn(_nG)!Ba2<61lFq@N4Esm!l zCtHE{EP;k=4o{S6<}}C&ozpE=r$N!6^Iyb98r1b_m$+`CAzL&?=+S%{HVf6ssca_O z&0KUuXbTO#OICF-NJpOM2xV&0P!m$5;k}gx?+C5GG1cAZl9}+Z7N;R8#lB2Uf(HAt zg+Ch>G)DCl%yFs9+yy zSi9mX6{4Dxvc_wvm@s?QShJ3b*wo9#h8w6@VwRCFG=~b>;b)4TDpW}LDzsY6qava?zJF#v*_h7kuC+PX-1@$_eDBaB<%6vP~`ux=l=Uyky zt2})Z_qPMl4wtU?cy_=f&LO^UX9t{`o_H1Q=|G@~w9*CP4$ReWEq!;d9d*eeol67S zQU55kVA{AHtzIsE=11Bg2o!oAW!{c~O4^ED&)*@jv5c-3`3~v5N5|t=zQdgj=8L|@ zx4~#Ez>Z_rhQ^fQk5#YR&}H&n!z8^85m)E;XJob^vUJ3}^;#SD8OXH{UvEQ9n&`M$ zaVthwIQf{DwnBN$&Lf6it#A+sHEUP4V(#pmY(>9TOo`;yneJ;vc46bjzxP`)_$KGE zwoxm@{Tx38cDCR#g-z2x)C${>EyL-w78r4VYxhL9VBtjr_y3|>P_vC2?tZofTtyxB zqM>FSUcaVVceoi##3LOqd~YV_P0quxk!FYldWTj1YQ{*sWa2UJX0Wn`3IcqaaZl&_ z$?Ch!_sQM)z+>0j)fx&7@TxGKG%u{j z;e@)82PO3gOxIj)bcl3PDZD{Yhpq$fXD5EFL#pb?y_vi^eB4{;=I339xB-#h+x_a` zX8ob)=e;^eSUez8^k!s1`o?+zTh})#85kb)WsFwdhN>%CT8h zi|+=qe>N-DVxx(+^yl&#bp2-%cl1#WLUOXLF zyc!~YIx_#x)*vj!+*!G~8amUq8arF75#?%JFdbQqBX(|O6VcUZqslKG++GcbRH;MD zM5+;Qpf$TluNrZq(R9XwYCKzKv@=Jv8uq)rZNC-~xI;LFJ}n~AiR#&J(@S7CD5$TtD1lj@=#m#k#duu0v~%%f5#CQdtaxc!1ott+{XtoU z;LUQ0lFKW=;qS)v+Z_uaVw7?GmOBN_-bq()@1!79RVqq7D<6&A?o`4#4~vGf$4VKw z*rP3*Si39_I=&N$ZrX3)Ke^@Ylxa3>tlw8wD`n!H)ZSHjjj1^M?r6lV+7xU`IG2?o zo`Uq+)M%}`Bpj*H=A{>h>H$20Ml()1c z=}$31tyf(Yb071w?7Y8!zKcD&;>A;+JdxmU=PwX-g;1N;vAKV2AtcZU<#NvvXS-*o zpImX5(5XHkd}rYUBJ2yJG;>=Jk>W0J@1TbhjkC))MT$id;v%6osp}#M$=B=Eg6(36 zJsI3ty6Le5>!sdu-?2Etr%;5dshUV^nHiq?aXf{{3@Uzden|?^q_ML&rZSDtxF#4r zH=a(UiCJo2uE-!*s$a5~|IH)y;536|)Iztvht?y>ZGjSth(G)^RHN@qZXaQlaHrG>negW~teVDHLltS!qu!;R0LLnY4bRkMiDTLkq zm5zY{6yl;+Q@+VT3UU9?oFKWo6oR2}pYq9@LbO~-`<3TGA)1}yT|M0>#PO=~EJIfc z;qU8S*7%V^Bz}nx9=Jv!TxGR7YOYcU?vUk??2Q!SW1hNl+(uuwh`7k{a#{%;;}P4e{m*N5{6=a|()UOKsi!5;Ufe|0&;g!9SAc4j#Q z<{#eebRvgHSeH?-ZaSN&JvCY16_-T_C$)4bv}O>i8z#im`ZEa4Ers@`v8e>Rbya#~ z{cA$3>)DN+7gLF)JB5Yi)}|2UqhiM&a+8QcpVXxl(Mg1G&(7FvK?1QS(r{nLkr;xv zGwsvS-WS9jB2ROj<8vZKUwX9_=LsR?*?Bu@ZV(aZKh?72>SLnoLCRac&wWBj+}}3q zvNxf?m0p`Bf1MCot3-Kiy&pnZik5Q0&bZV5yXX9y`-og=5}Ilqh!oLx^8R&UF#Y=O zBt`8B(tkAic#VXk>-Om-SC>b?b+@x@Y*-W&?1uYd=?Mr+UfWmZmjq^~MQnyf3cR-a zHM!kS#i5ynMRKue(23m9YFVC+ybHDNM(eZi&aNQU*g6x;Gh2Tp-pvB%^St-8e{aB# z@-7KA&c_YupcVQ1C^$j2yF3;_!3)K8xd!HiSf98y>B)2fw(NCY{jIeKtCJt-O?wsL z%e2eY(v)KSr?sg5T}3elWzL;e|5*YJ3A(J+lQP7oH64nUE{Ddy@p~(qDzJNO^@(F| zDNG>)mU#mL;K z4#X`PlS+Bi0l60^qSDPfG5t}yr&7NYPSX7Q#%f)l-g7zi#;^;t?u_NGJG$`vez)hl z_%2NR+9ftv+y$QDKdqtVRMFIo(iJ+qbK?r5jbBs4u2;Xqdk(TEu2Gd9OH` zr&20JgV72Hw>hIUNa=At2Xv74A7-8B3oo8J}jbXr9x8&WcY6ki~ zE|lbdVqm^E&*oh>1HtWfN)p;Vs93mOz+Kw|*F760+(UbC;!;?uHPM6dbF)Q_wR@o? zq5o~+&mIJ-{>Xps-iwHp^G6Qo_rgxO!=`mT6KaFnTb;>!x!;a$IGHe-cJLMp*E|DUu5Do9-`!&z5v=}1 zx@;y$E+mqJ^^qsJKmQ*`i8$96#lh`0DKb&f9K2sUYO8vHgXGpc1C>`C#9O)_`%N1D zSn?wg%fYVS(N}}w$a)`4dRoPE@H444TOombf5W1fFQh-e*GT0ja`5GLprKn52kGoP z8m7zmMV591L)D_#4tVaFm~0s`?)Xi`NaY z$4MW$?lo)p%fZTqSIqE#9Q1sBW`9HLVCl*>VJ=w9m4q+k zkn!Q?qMYV%aXBXEkilFoZmK-u_vdkN-}GNwQ9jupt)HEPDP&xWbh}*v2k!e1YwRrK z;6vrKwBRfUT_HlJM~gTxkLozeDCR&?Y+u78I}ZM7{#xv7&%uVrso(uCknJ&^Y)iOE z_Rpl3S??tdG9Mi>SG_|1-&fkii>n;CDgR9UV& z8=GAkm%mnJ<8)==m+W>nE@~TXNb+VQC*87O(1(pdhu{er8D-DD1vLR)@d0vnv zSzqL2*uSmh^H+CHpMA+fsrS9v!;vgxyxzp{iDp67E_s8@D;Dx|zKb$;u(3n;wE9ys z7I=2!zFHP6WO)@XWgcTeMtw*xWC06%Jr{(ji?X0+(9qqohy|f#H@*qE^`S^Z$7h}- z3vvrRSUHPXxJU6@KjqnnmtQWNF7fUIce&yXKi@vc*?y~|ZtugE;ZMA5ojyc$Pe*r- zFyZ3-ftK@&i3=lb&X0aG@iB1e;K?y2vNv1bS~0=ITZ+Z4z{^aG-@GC$d6fyTb-s6R zIxrzRe|iDMkqKFypKDAuFd?>>wZ%k?g}ZmMuKex;1m2-QshR zYPq9GRlvne`~ia>q{r%WOv>MLF+k0_6!3wJJ9%#C*hem!LZxo386e|xHqIU)jp{m< z^7a!KIagy227M;i^{(zuCkDA#<@&~T!xt{7hY!z;lIB{;+^ZSlLP7c2VCYvao*Jy} zJT=UP)WD3d(l;(N{g2N1NqX@5q3b2zx%g8w`-I02E==a_Hq#s7V$SQUizZ2DMK1WE zYr;dLlFIiP(w;HbA9aU#_%H9(rO?AX*s9b`TOZ+}&O`E?@=+eP-#S0|hm^JS*3CLo z9`w5Ii9a>tfpOO{!`7UK`L0{Gs$1~zGD)^%lJsd-`0d7HJlL1GiiKM8aE4X5W}g)g znu97#DygyghZC~Lc~BF+Zn=>3EOnb(4*7gp^=T1(QkO$5MaxN327KBF7WL!WkV##l zSU)CAw!~c*@5khg5V=B$etb4ox?&~Ok1H&tjW5^sqa#4gtT~(q`G(v91r86?gX+)C z6L?td@T`Oa9{e)bvNo4+(O>>f=#nWpE@xwtQ?z)fU!E3|@|%m0(_?CPnz#szT!r6c zzZxAjY7C)sA?9yvC)Zc{s<6q44=E2?`T-)V>E{B}~L5Imib_GT~{L z(I!OZn|epCh=eo~>jPvgo2Gj4i7|b~u&Nhr*PlJ?PV2>m^mA`wulJ($v3%?W-Cj%? zr>!WN(~HqIANz>l9GA@`)+tlM*^28@{(L*+Ylq zwtW^i?C5wYv1iqY5gh{d!;wD{bnNl;STpm72LATZrS=>eh~@Ljb_CEccipy>5hofL z;$;T8x-_tG$>iM{8mdi$m+E(SW5}k(Y^bsuV!g?Pa(Xx3Y^>u~T6g2=IVrvb)PVT1S)ZahTUaC|~%(>{1)!&87 z-?StbMRY;<(ZuqIs4gI+@Qv#IE*yCm%`AM_g&PJ%d1o!V@IL?m0RR6Kmv=mt-y6qM zRz^FkMM zSQdWhFBK9OxY-zZ$*wTMaOAhD@cp1q`DusKvZgj zimGJ`gw_a7Z!d2K$-@87_sC{+7C#)Tp*P{q4yQLoVNFN~GNF*An^4#v5bU4Th<7;$ zBV_{{p+ifLo8~m2TRXpeO+o`A{?15mThsuDuWzJ-*VSWybpGPRm3sJCj--{3)uC?W zOI2`V9qt^Wgy$Wr!?ukS@jH)e;d5lHdc(0=ct!*!EnZrK?0a1*BFAdbq^TdeZl)S* zzn&FZpHU6DrQc`H@2|$?{C4wR`Dz467zp0d-a~3-nA%mlDtx@UUTtD|B|@vGR{P#8 z2Un-;`r_5)kP+*h?l}DpecrO&*D}h$Q*GK4%Pqyv7svLz)h>m3+?F}jCrYr^_<;Cp z^%6uK2njekMS@(jacZ&!38@ttVoBB{+*1jhBdtinEmMmw^K~TjiD})4bs-@(^EIP# z6A9fP1|5HGA>n9lxcP!@BwPuXeK!9b37596zRi9`LQs>;qbG_bc)7aa^cSTPWV_h^ zno2Bzo}ozULy1z@=6uf0*Dpovw6<zIkl7D8pqe^7kDogG3_9TKIA~o@9!e z^%+(`Z(fF(;;{-WI-#a>`FbVTyVniH`&D6?T)AZdw+eAjSv7RqYMdSZInRGhHMZtO zU9kCD4f5GXO(WDA%t>?0zPg|mQO0`)f)3Y0c5z-w($889+*L_`C|rki-+xBXTIx_@ z`g_GVzYea;YA=Nxug5zb3**hp8!#QdmtPv)08@w0A-y>bs9Y~o6E@TUo#^{{N47Si zP)@Sgxug+K$6Tn~x<-r-ODDWDZo+W+&;9D5O(3snQho8Y8EFf@PjoSw@zMHHv`26Y z?C+@hI38}nUsuTi#YL^y*|gMHO|=#KZR`A6{%ZyGJ}JGSrxkm4)sNpUX+!qF*F^cb zWNg_dX(jZI3|{(+bGe_$7@K29J?uw8p9c5u<+Bt}JnH)&&JySLj!Tut2`bX+&gRoc zs8Bjrk!I0FMRJmnGsU7AZq3p+=cvTK^OExL~o#fzxXhxuf zC>QBZY)^D>i1j{9!8@#%HS z?NE5;W9D_H9UD({>N=lj2WQvaUFliv2-|mUc8dWIOt~@&pZe!D#zd5 z;~_od^%1fm4+XEJ^C)>dOf#LG>o4;#XIX27V?jH}Hs_zT65o6A>!!#X?RL~oxS6?i zbMYj-hZA>`i(Thu&RjjuMQfzg(s~mvc3+ptE2DF;hBm!^G@gV0&2wi@Kjz?h@xL_v zZVq^hPWRt>%7OQhq3id)aFFlSVc7qf$dB1uhN(9fY;{#ewea zXSjI(=Je*ZH@MKuc_Y!T*^Z;P)MZ+Y+7UY_K2)014*91J=b~hJu#7jzu!-RzHmPCf zWC;=9(d2V~4)BoZS}auc9}m0@hTC}!1aq=elgoMV9g4bc<;q7#n^jtb3m->F53Y`u z@NqAdrYcd&hsl?j@TUYlepo6vl<_eWlJ-;O9UpT-Px_1!jBU&RTT{-*-mClK?pE-@ zl!;sERLRGdP1UKYReU)2<|>a9ETCKXRJ`ZoF6H)>et7{*YoZ5j6$B_dl+`80E>vxEocCQ{Um(CU*?ZK)`5ibAS+RIya0ja9{hllh>A0gkIG%+VO8NX zps>otXZkS@jSp77cXr}IE84d6)*2ona%6JDKer?1pXBlRt?k&E882n_wjG6+jy?7d zYKOG++6$iU?Ko}L-lQSfj>WgBEmAXF1TWYA(?k5ffAg+1Fr2s$i}KMH8|EM}@Vv?b z3I{{Uy27d198Afr%wR`x@bmNdE*}G;&h)0{<_dAZ-9kBY-~$_7VqSe-0c@<~Pjstn zWkX7P^YaBgEW`}hK36PZLG@LtdszbuYo7H=Rcb|8S#nN$4x-Q(wm5!cAZzC4& zrem#=dw5e9;gyckk%5CW1du}q9y-vFCtsHF}^eS#%n(^)=ecDaJXa`-HKmuIFJnT>StHjMr8CDE5rs6emG}ES?=|f zWK5YH^0~R1jP5l*W#?75!O}fL^f%#&RY$C)#ogKvCEudolF$azS0mlMr`zy#bdyr4 zL>p8p?Y|17i1|Um6@so-49YFkcYoUoYtr?RR#GccHYL{BI<*p>A;Im?Y=!V2$?llK z7Mx;)B}clpV4L*S2d+Pw5wUk$;cr1R(!YP&voyFFZsS5mauZE3vD|U#)vYG157f%M ztlk8E!bnN0XCst+);a)VK%Bosy^(S%OR5DWtAhUKXe~NDK3BTx z)nb=FyUBfSE%>o3wu;TxK-O`XbU3#LqVBK$o>*9e+P%Y($2V5P_Fiy+p7(pK9=@Kd zvZD%$eDR$n{7U36*lxUKxB|R!YLKFD1^hZPw~l9&!^B>}@;B`rUT#ZUxJ>;Wj!qaY zURYm-dm<{H3$4rWHRF&?s$v;@%Di=4l*^Em;m}|BqZIirl+8beN>S~iVzO?u6cO8N zAJ~kSVt-Ct!gb9uh;xyef1wPG9jba3d&^LJ`-5VhP8rzm_T9Y}REE^~(q4Z~y@N1Y z<8MJb@%6a$u2vRzA)`~C@85^3d{XjWVe$8|mv{ayv>$saaPys{kZ*6HJE@3B9 z*Wg$cf+lS0XL8@evv}AlFuEG94U2-KA6A28GI*NeSc8;|(TfqCHOR6Iv5vE@h2Ly@ z*TEmPC?4>=E>=wB^GwJl(d;^y*eS1S9InGNkwboWcGcsXgt-5BP(8%QX)6x+Hee|3 zxIyav27GC`Yx!KR5o^D+l9y5%vAVJJ)%w0huxzadvILDV%lJgya-a!y8<~p_8p z-<5VRsr5XO4=)1g6Xgw-fL_wb4J9TSi3f4TdsNX)H zid#QRGt~c3Q22Z3OMfU8Y-<_j(sn9pMeCOqy3wFbiF;U8PDABVPnTRC4KLI441RB= zBfWF{eq9zF#*)srlJC(m+%GSm+(rj$b!@NNS_Yz=lb=`GGoWIp7U2DW0ojLs(l;m! zJTgj(Z28W>lY(0V^A9tz^HR9MwR=p=id=O4ZOz1Bo6?t-3?}~0-T%=6h_W`!(x9?5-dZ_NfjkfXdoo{fihq~fNe4xtuu-CmI_3@{;{ckBjIVPr0Y@zMjWI(>Cai+%*MATX7V0{uYFYABWXfo zts8`cFY9O2+zr? z@jCTbn+K2SrD|owz1a2X%7v#IJSZ0$XlZZf!TE~2^Z6S*oZs=Qx0`sDd#g|Vc9Vzp zkxNb-!W&0UrC;{e;=`i#@jN(RRE!JUg<(vmG9r zL!N7@wZo>*O#aQIcHEb;)?2rbhy6|~a+c}x@NqA#{IEX{Zzm*#=bt1zsB>d(wGbcj zQCdO|CV6;V;g^|a#>dTqx;2lF@-eq!mr6N7g_QAq_QZSXwca_7uUyMmFsWF|LkG=MRKG zT`w3>_Rr@d!&Xgq!5cmFR*qb3_v2u}+yKQ}san()x{ zRrhT#2%r{wv(x`R;h~C3XYAAjNRq#3InPsoO=zCBAiQ$=--!5q!rMk;xIyuI1n3w2 z8WnS&kI>N-b;5)%O2(|IFCgN-U_ag7$>KpbN{2G%0uMgf{zt??K57i__zXx2aQ(pO1@Ca;e;hsBns|I$sgW)IU>IySN@ym=OJJ1C{_F|5BDVYE_rIo!>;<0 zI^A7_H&RCIjLGeo!(2bUmFRDBK1UZSA8N<4j<$y>o7fTz^W#;V$Z8*d)5apJs_)jcz!jy3E|(b+)s!EU>5GBv8$MNFt)5l}XMVjyO=BvrS7fvmAR^BW@>5EX5_{c|q^YYS+vi_{oM z$@^}1t&a}7_0b8NUeGa?NRpNgqr+8MX(&mTj-l;puYzi67}-NNN|T^rhu(qSeH&_vtAxq-4h;Z&l}2nwYT_l^I^lZkV53bttmsJQQ=;ELDRFHN!(1PLqaCzp|7 zR;>5#y*(KeVH5S`E@YhQt&JC=w&5U^dSrmnhQEs}EnGQmIC~*BFE6tVio2V&PaC!& ze4(^bqih=*S2DGZDYU_E;$w0{bSp>!cV1s`Xa%*=NUWIfx&IEU-y1p63Ul46)9<#o zqSM9nO%kgGvdfM$)iYZVaDGdL@~alae#sDwUTJ~hs+qcHYg_Q`w&sNTWHXV!%Qhzh zo3a0Hjty4bZjEp-ATxen zZ9tbQ=WG6g2JAGW4Mp@3{_ygI@j!7sMvfX#6q@R>)gi|8;_V){I^=xQe`U~9iygu=%`>&Nh_Px8abwk@&G&cr zsXMipI-~2mYCGXC&e3BQ@6w_JL7TMhCTzqC{Et;UfCR<-bt_sGb%GS_T)kIZv_ zBJNSE;Iby*OX-{{%xMZ&Bb}@SDS72ei?fwjtE$V3{T`!* z5-;R*tD&J+_oMJ+HKYxqr&CI+5q{DxF*9^$x%`gng@aax& zCcM>0#>uM%&GpWlQ=}G9^(gImf)*IN{ryi$tQC{5;-(&GwPNQ#vGYdWt=LpZDRtwt z;?u&{t9?b=V0g`X@zmKi@DxXrBgt)892+BPKimc}bCCp#1~M3n^^ziU$XL8-yO9@z z48@Uy{rY<;_^L~@i_fJXkzD+5Ng);1e?t>YW~nHPcPL!9godZhbBw!4G`#rW@y_=k z4M#|!I~?q22<*;|n$4y`A}W7@yFMMlVqY63j?)pB!U{+gqa!wHYVgr_8hqLp_~yKz zp=X6tQ1lQD*S?#{a6@UhH@%`c+?v?`1q3rbnKbOZuH+r z2k+PH9bdvbb)?-oj7sR}RqhkgB3S>d_Tvp={2$5qxi8_P-!jh5h~1=vf8Dlz?sGa$ zdcV~Ok!3(WX3hD`zjRzlFx}L(je#Y3TIR0j2`^o{(W;r~qm>N|s>9+Sq%n;O%C-msWYII9d*OtHXX}D zJ%Y>5(-B=~V6tvM9jX%Ea;2APSiPL)5ED*AecT=4LyOE=(0i$b2>zL zQQkvD{Q7bBSHisLXgd^YttH1m(IT#5nW6b+=&RMdsSA`)FMdbJ3 z^T(2l392;V%;{|EwO>tFxdO`ZH8}l*m`IgZBbWqEF$u z@xmQg&^-6kP2Y=!B}>n0=h+hbZHc%@@n@kh=+IxsH7xjuQ&bOpV1k)KtMYVb!v5a} zqee$2j*X|pcx_-JA>|tRlMEB0_=+#34A}lwD=~e=Ko2=#u*RGL_r{wtONqYglS!7u z=r|qbZOcntZ_)9pSlzeNkT_S@^84m)ro;EGllSe9#JLwdwYcg^3qu zy>A{BN^YY~;WP^5=A|sRNT5JV+4q)2A{jC-uWq;(OU90D=ga$r$p}7sLw&zG8H0zK zerG4QVQspx-0Yz?)JKTezb$UX-F0!ZeotGm{EEHFU3v=y3O*uFueRXP*iNP3vSwUh zjm*20-i!l#JnOVqH6!g+vs9yaGq!x2EzUM=g3w@Gj6qu?bP_hCEG=$CQ0HzhsecWK z=`y5p{TonidgE)y&w5M-)xG~hsmHee&ZuhbuSco0=*pxO^^n*(Kz=<^hbO)n;ZyN- z*lg|gP~=P}NFW&a1_kU-|AIVYSH6ei8p`O)W^51L>@_ zwb*;+n~CaZ4T@i`*%{hE+&@x^D>zLxsI{DD56>EGrdKX{x2FaXfjL5Ek~O%Iu+PR; zx&{LMu+F~FYGi!6bZl-xHT=G9S$QC`8Wy__f1qBkhQ}{;{xZ92{FB*QvS8{xR4dO| z>Arf8fziliG{^U-uzF6tT~URuKtV+B<|?e$I#*Uxg2&tMmt8|YSVZqXLhco?!IPyaCMtf=@CJS~8e-kZ) z4yR!5uwwx_NSS`6*)+a_`1&N+8dMx+&`3Y@C}Ac z^F=ei=c7mX1GUP!0G2T%o8H1gm>Y5CGq$`%=-v^>1!+aNqAPNE|FR;Od@(Q6q!eLn z!J(3^n~D+t$^YJo6cR@3vWG7pBw^#hsjjXD68u8X88(iS(AwGb<91jHS_fkbb!1EN zKL7v#|Nj)1cRbbK8^A@0B9RnXMN%l5l6oXEzE+`(lB^^}PpmA%L1-0SXz z5S1-EQd*MoyT8BQujh={S)cPc@5d^jAmBKq8A`?`jgBw3K#%?M&NE>xkR5l#_0Hv1 zAk1v*qz1J@!l8l_4JmC9IdO8!TL~;!Yx!24S7?XAEj1ozU$n!Tfd38Lo(`bf=B<*Y5~YtCM6cpt*l2nqei#QFryLl~X}0w*4roEjnltuno5|5ge-4wkt%=Sc=Err`@1 zlfh7|Mqf6M3@3{+G;90GAm+PwmU@-~4wJXICs#-y=Nhwp{wWET_bPv+Zz03Gv0sWV zZ%DAaUc!-+j{<9l_>BJTCBwrLOX9(z6nJ_5f>_;UDuk3VqbjB;;L|t8|2&HVezxC- z$HK_aSkNmU;Y|iPmm?Q!worhRi)X7WkqnQ8_AoP~$#CQ_Ca7J848tlDfBRi2u>MJ0 zD@T(8M~-+&TK`9Z@w?b^-AD?Q{rAAO$C?5&h@cyoOoao-%+7o4VKapEEU<|Jk+;Wm z#RRF~FqUUt#-xFK=GCRZavFGw6EI4b=%8u{{M_nvkdxkbNah?J#y4|r-k70-#gdLm z?i?K&^&~7r7U`gvB~&u;iw;NE>Ep2?45*FT-*m{70aPr$!|gU5T;y#RF&Q)vDm7p{ z`Tw|fCROV=3aIk&awXs?V8+8g_MadH5_a5r*Vspf@V%*#I))_3`kZdVaf<}*bhYo) zJ|aYQA1ZcnAc5LXZ&Hyx3F-jM@YML`IvBZMt?hvO{UxFc?EX)wdIL+B*28@$31>o z3Nk@sz}4=%5EDk{-f>3@Gr@&?DTiBx36U44MR)CCLdqNI;8k{v!~8ej%&u40D|}SY z$pp>qCONWgOt=gkQfhTfSWPRN?W|xzz(&ATvL3hwi`0?)e77=yCM6vDoKu; z1+Lg$6_=L`m`dilsw=~QnZ>8xgY0uH+n#G^q|Ja4Z zPoqKQI^M*a!am2?<+Po@sgU=b&Pdr#h0ea302?0)P_rIt_I6N!_*XG7OpO8x<#wTq z{$$7+7qZ|-BpAQb;6{umL0l+*uEIVNV99Aw;kSuEAl%1P6c9kNcVvTGh5+jsCzGr{ zbb>Q+m9LbC0KX_=rmy`vpTEn; z3=RbJ4vFtQhl8Pmd(Z1TA-GfK%z9wc0o0^~c4k*QTnN_A{c#%$aWYGXrSG=Ealz|6 zuRL3!-t-~;z+?*)$5_5doooh|6CtzvMw{T1lkvPkek8*Y(RYJ|sgM_PuA8sUSz z+}ifc2AB_##ozc?56hj|nZxq+P?qm`KjBRs>{@pAo35;d$)35&hi0`9qWFsU)s0#h zi~hD}ZKDR7GKcy`pa!nr^zDB;Sq*7n0*f4T)vzOqFxt0R4a29`Z+%Ls0uF_sg@RXA z;LugP`@wW2gkX_F%=0y^aycPCvx?UpkFRS+dF_(<= zvApLNTapov-s49)+ftEY&UQXWVmjJP&Z5uHWuntd>0U=0a*+9`;kR3gd1yhWxO=x@ z0dmMdmB;yu(J5CQOz3(E64?m7HknX{e!Z<|x};W)>ZOmA-I6RvLh<Z{(pC_;}#8CME1`RJs@DxA8VhkO)AEk5_>A~C)%<{Aq* z$aN-$>x_OjQjQ3c`hwUdoCWWo>i0)bBII<8LT{#KQo-}Gi=gp|m%wA5Qj`1Z6=3>b zGH2~`Atd2PpToNxn0#aO;qGEFWPkH|@{G3>Vk}$SYqLvXPD$4Py;B)*=J+lhDlLOX zL-!5e8x>&I@`&T>)=KEe@;ik&Sq&D{k^WB;H9%jz?R#%WEv$QOe6kg+gLn7(GM4J= zfcZ-6;Z|Zj&?OV5{yeV-?+^Q|SG^h`LH_BD*)2_AeX^Fz^-mN0+ilNl%-IaFnpyt# zADSUF2J85#s0EyGe|FSav_X{lG`?683w<)YDSh_sFcKMc{TQ|#%v>>UAEXdWn=+&J zry)owuJ~pvfq-kk-R8U$4ie3WCWWv#DDu$d#W>($hdt5FUKsU?Es7kM|qA|f17Y7SDbA%e)& z^DPey$#D5P{BX@9Lc!-RulwRiaQ$ZuvzR@vCfwv4^9l)60_8XFIz@t;?;YJXj7Tt= z;cFj!k_ z+ITU7YBc63<#3l;XNHT#->WP3xA<)>%wsNk&<)H&)!1EzY@46&XLCr6wtH!A4x zn7+>pS3-w8g;zPXh75=d-*>hqpAKnm+U+U^3{W3S{?CzJzRKyFb?-L=Y=d(43jSfU z!dS56F9QZ-zAo}@W`euSR8NO911{gT4b>cF`_?9pSzi(jY&Zo>rCe!n`Fm+X5rYO= zE%_TcnKVcnyb>7~M&=AVIg$V7ZJX37$lLk-7Ad1pO-4tpt9M zLG2T7ux~X9u4cU%H9SUv(S5%*bo|-l5U*ygO;W)>yW`XHE*g;cP)>;DQ{jt8hi;=g z+apaos-_EQ&?{nXTt7>L@HbyanZaFbgbZ0u-trKDUMJi4J2yGq&-${8JWuQMRz8gtMT3E!M^{k_FxZkDhFbV!>V+N_JK> z3;4|bJUSE00vnG5Evz^eaOQ9PGE87WoD0JzS*r_17yIjNwAtL0ZFiH+^{#uTF0#vo zciGI$T{GQgG=>qTC<~|xb9wvwf85ehh zNO^(cY-u-~v`zZX+tdvq64!q_Ep)@L?oWK&XM5n91MxCtOAkC3Mq_QedVuc1^y$6W z4XfJ)wemkQp?;AmXByE3B7Vk)a(vk9CZCbte2xV>?UfxzR9GNBmQ)$X-Z$CnpGIyv zbwQMM-vh19-GI%%S9@iU1(8Z~#L`3-#Qt4c$Sh{Tl%9}qj}{A(21I42^t&KVw@Fz>Zcb8VUl=hCKb-$-Y|zM`jx zB|kD?LySVwMhp<1uOC+d21NY4Hnok10SD%U2347KC@@7*USDb8x*%zJgM$tU4&4bR zcy_!dk)p)*^w^FwAw`u`@T0AmDC4P+@oG5C;Rglmj#YAACQ<+s_dQ1%4D^E*f&VNUAPS0qA;bERmCH4%a|R@Ey4 z2tc8G5#^-_@X;!;bQ;$QL5BN*mD9;SXPvmjKX_O=i}4xg$AkARJ9B~8c%bgs*7YCY zfir2Jje|K3EUxK)(Uil%fy!=q)1MvicWz^MUvdW&(N1sce%%3`D@K>!=yt%vP)9Kt z_jc&KK>3}`-wwqQ&N(ZUSjgE@uVv`e2DMG)!mBc^@V4`_xOrC#d@$Jh!0$yfl*e%p z1ht#tF{xuh|7R1#3=r3*&oqII$ij$mU?UhVZkwT_2AH+_Hj}Wq0lW!ZMnc1NfW)p2 z6x7#(MObX@Zu?ru^3OL7DyRWJOT$6s<{DUKmO7XJsD}I;$9=xXtHIe2V>Vt<1$+3b zljDh1kd%Dh_mN8lSj0^d!z#<+9i8uz|JT=$)>p~L;amnG^B-7u%SvHpFv1HpmI7HR zM2&Z~1lC2LEDUj$0`-t=bZ>QtyO(l+m?&fL?RyTm9J{thL@fuL)1>^wxN?E}0CV$2-5iK);d$d}oCC5qi?drx zUxIu-&3(1`CE#=lwu|d!LC?KF<;9^4Fj$hS7x|eA>c5LpFY%|rm*NxY{8cFsdAF7p zW%UA*M=Hv+VqU;Fcpjm}>@{P}Dp5;*2}@z)oGLiM6zN8-6a7$-|` z&ez?B>i(aYQJee7e>;O8WrZTln1hGlAO@N6X})twi$F2$76}s%6A_MlJo;a3B3f^f zsXw)pgd_{rkDe!|Ba4kg6QK=R=xe31`cIu4gkO#LmFJU-e6AP}Vk7cUisltYBX2Qs zm-e$1>@7m?ICk<%`<0>#b9<~@I!X}tqZ9dpe_o@U%Ij@$nH7j8Ikp9jM<4WdzT1lWs|SSScC?{u zCJQP28g0l2E6jPKstp+^%+v=;VbOyp37#?gu;}@-Gt)cwVi8vUV=Y-2i=wYgNW=(VF*I;44KYnfEMOYL`q7AT6sQgHiw#I(!SgrkNCW!#PL3<8u?}%) z__|ln>yV372z`E`1~Ff2UQMv5LA9J*_w;txpf29QvVX-@$W}>J?IpDmMH&4}@0%+} zn-q_pIr^jwJ>1^^_F-HxTK@4@HdLYz)$BiiG|IXF^(v1SZXL=+Jz<49K7)BknGw}Z zy!Q%;k$<>a?|p@&7i<&r9I}w`uNlq1_35aq?)QUt4GD-NMK)V+J{p-M5FVOxJVQAL zZzcL@1R;(3Z-0W*1Ci~w+4`%S91+LMs_U^n#)yNDGvM9}UD#cTR9{U9 z_^S`E35rC(6Vie%MK>8@%51fHom0U-(TTC{o&^aiq`_k%FX2l@gzf0>mmt>XK&m#& z0sXox+mYva@YSC-<2F+O%u<=PDry1TR`ShU<0=9FzK&z^9%b-!QsRBJ#A~oV)#Nx5 zTmj#^@wo;ARS>Y`(5RAK4e{LlQZ$_!SR7J|_Ohu3qZe-XoVaVjfYfl)Frp6RQ(g(j z?5c;s)j#=y5)EKvR#*~J)d-wVCvQ2vX@c(#CGC!wX5c(({dfDt7I+;`fR&gQaP)V5 z+RS{J5Vj9sh)bV|Ep)w)%KD*FT3TiNgc$RonXsxA73m zZLehANC2;BAKKH*P9Rx6RFjY+!UKVc)PsizKp2X6b@ng;w69eW24o1J^-lY3T}vmp zuV!U0>>+^SgZ-Abt2!aYLF5VF0Rr?!Y$ETcbwZZGk3*S zfW`V%gFZ+0d)6#H8^72II}c`1?nQUP<+(RIF{T7a%&z^VbBX{yrMA0_4|amSv`)B& zE8F+WY!f!Dh=5fn^_MgzLg&FcNlFNp?MS2c3l;%VT2sdaSdG~1{5u9@gPqd~wcW_d(74ct#~TMQnh!<-7a zKUIkiHrta7Zm?P4exEMFE?;*Qb9;D<4yzYF`|VPp!+~L9(EC^hxcJ8`xhF7SMkbt^ zmBQx2&#-kpwvQj^3%r7*f$lZ$N*^s6ymPgAIUh}fnFueT>TD{EQ{>8A(C?L%jw5j0}30B7O&i7xEKu&hvKwgyuS^XN+_M=1)X!81? zca{iv(Knj)6$H>13?0Bn{%@~{%&SSz6^{2P@~fSE7bTg~L(X!^0>wECIsEH*Finp!@_rj=X6 zPEK}xKrMe^@O>66Iw{DyvipCRFB^a%qP1*()wv9ZmJ998<+Om zEO$Y|4XRM#o^IgWCOw_rQd zW}O9EM|YmyuEBy2zwIN-Nlc)(zqoY7o1M=!WjLprGU2EL|CxkdI+zhB$~y|#`*Ql` zspniQ;0U>!xO{~LDUr!Cj_f=nOw>?ecRdU8mxX_8l34JS^dou^#{#qU3hkrWEJ(v# z6E$G__T%F#f@5dd>+4&|lG0>?G2JS6UDzi>YSTaFx1cqiC8Sv~p?Xh?j9V(t) z=xBREhx7YqrM|DH;`SyY^k}W#@An5BdjrN~w?>Y0=TzLxH&W z3)_sQC?FYdjzg)80y#Q9qV0oZz!LLQ!e7Sjz7aJ-(EQVAtE{vx8;`Y!54E+~3*( zxo)(W0p$)5$>XePwP=S&H!zDmAy_yu*UI=Og@vVA;-ovS4LCNne_L{Gg=5^Ds**cf zLA1wG?!fsLP(8Zyd9-^o-2PTb<9*%?S1>8xO~)HyIm?x@xuOAL{`HjHb83LOfZItj z)%Bpbf89v?Zyi+6&EYY_wcwQ`^ve-#5&tp>r(GVqu~q_7t#&b~dL?keWZPZGRd)b^XAHEL-d(MaD!hstG&DQa`P%jtv{e5~a zlnZy4-4e_J`Qx+wI)&LVmugTzm0`!x9#tx|Y|wqyu}9e8C5Ydttf;>E612!W?k$;T zz`7B?$JlTh80;W}pkpcsQ-x2N_@x3hSIMK>KN-}wC0uZOmJIJ|eDW*PlOgAFnVgMm z5(sD3rL3Mv0&&mlJRT?!-udT$i+>RdX_<+OLv^uGA~|7xw>Jt@3HlF@evg2hVe)d8 za3rjHtEJeUiG-Ys{04h$*s=U+A^Eh&FfK$-+FbVtc9M!)oh$-iJZ~^vJl7pC%Te0K z7FU7eNnzTe&>f`F`SpIhwFiS1$-3z5Fx4#l@pCCFyOesiPmYh-cs)zWdkN_4$FpYz?NYUH-n?!?~d zYV`Adlqc`G8dR44Vei2E8ni!(wdL!l8ssszA%eB5LnnjJ2dXsnqMdF=Q_qOa!<$>s>cn#gr;!$9?2@niIj{|_#Q5|V9cx1_ zhfD;y=GxHr1iv$;rC22Jsn3pfsvWryU5m^gbs&{bgIsMR9cW6&{+j4s9IDFgxtw2s zL&tc8%!P7rXl)(5u;`Svs@@$@EOOkY z`Esne4F!n!J*wN^hT?k!o@b=CpgHfqDf~Un=<5_kafHo&YJyfXJCDIlJk~j+(u7nS zZ;PsOHlReo63*xI^~gax*_d*v4*6JWe`u|$MQ2K+>La9T(TNIL5-YI=y^s(nQ{Ga8 z!h0n4Z`Z6s2{zV&(}S$NBG$az<> z@QO$jvhX%cD1Gn*aZLSrA$2YoDdVHRKIisACKs-~|L>A7;)p5Km|xTbj>48lYbEchP)009606xVq;RbLkeaFtRhNrp6_Q6*#Pr|{KeD4~+5M5t7fkc3Rh zlu8sOMCKv$l<9C?T*Kv#TvsU-MU*H}(R<#%KF>bGKKt2gJ?re{v13^L_r?^|#%skH z?@NVla?%w+opgNq@J%6YPbT!E_z`Zj41AJHdfXF~1986!d9Qgn=;khZHze{Bdq3St zj1`gjH82c(z&;#R`*{oPQupb<%mZ*|69sj$qv7I(0M3Xx>qR%4|mh%Rwn9B0-92Lrua=c-1S z)Xk(tE@;Bt6eST#Ofz2a|4iG+(XjIDgGlY+W=Q2eeScq&hEQ$ogbEKDTC~3lJ#B4< zLI3E=t-EMwxb!^9%$SCNMVTBWl@<&i*kbi!kcPFfmJb-oG~|AmJJFZff}?}SbOevL z!m?{xcYJRP3>ish!sfJM`03qWzs6~Bs5(JoQd?lMYTn+Q9W78ja^!@`hE`;ko)Q0& z+ln=UKdVNXTCp@)>&b7wHoRAiq!m`SBHrJ(YdpUV!ndtYy6UuJ!C&6`=l*oW(H{ig zRHP%5tu^7{Lr1ut&GO$q9S{{+;jmem4xfO>4tfS1=(>Jf>@KSVu4nFiIpWZXsoQg0 zORPH~6X9K*eUO1Kde3f77&4IQFE9GQfV4Zn`h;00oE@7zMGi1<(>j?`xsQP#3nQ1- zMKLg-JLhEXdj`f&O)ljGGa<9Y{kPIP22^+k3oC+{7?NJ0AWXVrtyelaHAxUdWYR`R^Txa96!K|Ahi*n-)5-HLdT-J%X52}=&2bSwc<1J!DGNm zx|fNvbS_UyjfJl7@$DZ-C7gmR3)NZh94k8(sKJ8vL#0cO+gZ5!AnK|4J0{$QFU$Py zXTrQj{Yl_QCic%PoK=0q1UkH%$Dfk-pRF2<{>#AnbD3AJ3NbNPalBSnl8Ij*`(Gt< z7`Qx3U*#IhKt$i8o=dq5bn=*k&$Oe+ta)Rp zO*`bX={wBMwqxx41=W7LcJ!I@YSM%0uyr%N?H@wNu)k?wCTUQD!?cTR2bLHL$C%xr zL+Q$)aT)ke8g7_9(dnr>UEHc5xl3ZdXy(eAodmp-uTON;*-HpFQ_m zdMEn10YkPj3{?MNm5Eq0(0g$9^}6p2P~X)=>>=|(QNbZ$TQ38SDb>o5XF}3bC3*w7 zKbqa@%*j(sw5{Ci^7eEObx*t{o!?=#G<|>#`43{FR|eULKm2j$ z&QEL%EbRI?=QA6cwcG+a>88j(`f)>SIC(XnyfDm$P@qro_AhMwn@&@jJHkfm^sB;7 z((blxS_z|UtnwPKyY!Wf@4Nhr|NF*<%_7GS^T*g&IoNfdO&YrUntAefHm<1cRJl6N z#@22n5uFJ(;N;gX{DX~{m6y-+NJpF{zNY`aP`Rc~I%%|CSU~G3gm-J^;=z;$m?^1X40O_SqCPshqIPlI|rY}jl%fqhq*h>y7 zcz@dd<&xLyHpuQK#|3NovV){8zX|VR@;Q6C^^B+a9MBe&(5ZzSG&43%ys6+Iqwhh+ z-!={!p9@jte{wLMJNs~6CFtaNw)z=PM$G~^I&2(I-l+0Xiw)QK^Af_7ESPChH$0}XvHp-#=K94P&}|-E-QUW_6E#{_ zRu~6c>y(;?>e+aH-1bzyCmR*j6~`){vtjov-`>!Ojn931g(a=YywbT%jp!odtM4eN zs=-F{$Fsv-(=7abtvTn3B^#W<)X{zkHm1DqXuHp{5aFrxVmFzeIUyoe?W!ycFL*ij z`Xv*BlViVXi|iJ zw>Qw?F2rBAnL$U9>PicxUON8Wqn-AQrlaO+uVVS{cBnNLb%WZcNQ5!g1zDxwY7Dh1T1_O@ZE)Y5=&`fV6Di#^zKunj-eA`}u#+F)u~ zT#{MQ3eND>uNPceVNxNuw$!~9!tA3xZrfV%kG^RrM7?>A;abZ*8va{uAue&423E=I5C;nynu0XGwM)}*-0W34Z!Ha}i?=UuvuMWp zG;DFBNjI|pkVVlWu1EsxXs*==_B5Nl%aq7FU3&s zXyd%Hvk4R^`$(Djtfk8)cavvpuyLvQ;1{VHT#jB^*`rns&SFownc`|}-R~Kx zY*>whyGk6jE>z)%;lsp^&`PBD%Et)ARN~<89WJZ&U%}*-m(0N13TTI=HW>?5;A?eh zenoOQy4GXKD(!M4h6he%7?k6%luGEROBqhb5UWB&%JAQe!D+knQn>zmnKfNdiWkom z{{{<`V59J&SDSB^pl_2SC3#md3gZ8W?&TH1B;89;)1wI0(dIMP{EP5;_Y%$SqC(hD zJ;*z;`O@(G7eZcuv3fgZNFLOAQid7G#T*i*1LcUMr zp7g^M#N97>krbPP;r!Q@N{J~D%-vvGlbV9c{-n3Zb5fA&Xjk&9Fa^52B$2f9$tYX6 zfNymr8R=WQuS>ZnBU0n%l^(BT6scUyNe)OxYRf<&y&(xoKiB+BY)!%v-Q=h4%p|0m zHeTEGA`!U>#t{SgiLf;|vp=sU5fw7*!+~vy$W*>$aJDBAdYJ>sVs;5wzL|Yka^x8V zls*{GPCtX0<)YQ|1)su9E!TlB{uBizADvU>p5oCSZkzMVSom*<%F(EbMMZlo!1zw0E zl%000SUd5USQ<|Vv^qZ}B49j z-j2=pmvSv23gU9rPLCB5d&^eU_XQUbkG3w!R$Ea_Y~FEp=+js+vG~uKhzrybVuv%c z#jU1;9t>jM2`W60%f6 zpRhi0Q-(^=>Tg!OlcExmS~Y79N|N(bR}_~?Pze@afVxYCN(AU$JZaL^K*XGuoD)^v zK$w;ED{d?!*VFb`oLSO9WVZ@=KPzq^<}P;POlUU{O`>MX3Z(kmk4@FQrw~6*99$nw zI`_SE4Og)da`vyuADX@ZcY$O?x^|=l#p>Ut*0-RsU_Zb zoUtjcsUh^!=}cSsYT~xJyhLYk6|w(gXvEH(O2PnAK&`(^@h2#=ZM=5f*J#vW3 z(>c%lSy@CtZT=S9D_O*AmE3dhCew%$@h8hR=%y3;mi7Z;S*e7k#n#I#i4;Qc*ygHl z3NMJM&yUB8S0xaR`y1m`eI4@42PA+$3N-y_~-tb3Pr^e$m}mgRBka4=yu z$9H%0j6YFezdG`u*fqkx$^CkMrwifl!ZrOxcZIE4w|CIwWf+dp-s?x-hTavMRSp67 zuyE(qzV~7GQIbK^pF11{MgrxZ_Rc2=Vur-OvyR15O+6pQo_L7bO*yV{PJ$Whn$@4& zWGLAM?H-+YfxFX&rd5M!SS#H$N**rkQ)~(KE5Ni>q_TK?AwFm~Z}MRl;(9yRjWtk&2Xey} z-u)$D+2jnKjx53G)yoWz_)-Xtjapt&D8~vvzmxIg|M|RsN@%}v1tJ&eOco7RK#eJ) z`z@dnKRRYHzNHF|B9CTc-&VtMmett)xC)=ng>LzFt`;%jNnKxyYO!WQ^_HM;9cFp9 zOV14vh>D^tyS{ooSfP&+) zE3A5?8t^8}_EHUn0!!+_px7DmT=d35+{M2E(K~)8h{aOjzf3A!eS&;Wjke{`qDIKh zJ2KvwMMYJ^@yM%gjqvr7HtQK{gxt<6FN7+a;Ho|KT=7X08b-~}usxcYp@&8PBHZlP%F?&7D&zS5{{$=YR^ z9ArN#xK8vMoA~NJExsqb;0BM(0oJTZg9T*VWg8D^>O3gs_eqYTMxn?kd{WBP2rH&CA#un zuugS@8vNt9C8>n?tg(>*4~>klw}(!4!zyyeoD2WD@q16?shy+(V~yq@eIt54--q;t z?v4GQNWIR|9%Y&H;Bm(*$>cZ>e>=w7=34MDCKQ%HkOql9lc~t%VUu>b%sxvVY!$>V z2wL&*@`0QIg)}E;=A_q29@JG87jHeqgY4@NSuW}MTU(V&3VG1Kc>AGk5f4$FhnC9} z^PosE*LqFb?QX)+wClnBLDnfj`yRZU_#viW#zTynoAj1)avu8FyL}bpx-Kqf5U+UH ze)ORh*GXDg3 zW6n-tsn@%^k)Gt$)f3$f*N_X(UKw@6TTyGT*O6|l4{)=!Uepa)_lWzGZe1{Z`ea&F zr3>zB%?{GLR4Nf!?6KlJ;)Cq1CE;K;|hTom0kP`TvF!RoiU{bFvU^P2P` zNL53V%4wu7U$#HaBBjorJtSzt1<_)0L1G>k{P5}<8|QGbE^91ugCQ42mp2*R-Oq(r z?xfnYa4yvyQLc^RxE#cU{g1qbM8H-uj@wV{cZlY<-4)=PvM1? zL^u50HMVZ4?nYtl<16E5cu19WEDt|T#*g{<{tYsJdVXz=`%327f9pH+d~cUS)1Z4|d0DYMGFp{m@wG`L74UI{6zeldiMfm2{8v*%#mUeWVK?uRhJU;=@;{ z&hh$5K5m`(9k}TfAH@5#sZXRmM4D>BX+AWS(kH#G`A}ARDrR(skN$chSjvWvOB)_7 z{z&@l@bbrnwtU#nHC*j?mX8!MqjY0C^8LRGDzf%`aI^Q8eoZRa4+O zK3*ScJ8X8I4^y3woYfcjNEO(9>I>=Vyy$loj(ij?n{^1j$j6y|jh~NQ;^SSok(0t@ zK1>$$ef#=<)5_eco%oQj82lA>g^xE6&-uH^R>1)eCn@u9lDapfdwg}{;L4esRne!pA$@H!tGLp##Xc<^!5 z+Hlxy8rI!O5|6zI+_hG`gwb$H!;M7J)hbe2l%m8PY-eHmCmYvjB3Rw`~=> z7|6%)j2dJ6Z9bL>b!g3ydOW5uYlHX@XUnnN@9-gXOlGHSFdvIQYUJdQW*&Em+#JG( zv2c<665U?>30gDgLHd4>Ro73Nuj9S*IC|k>(l){&{o!T2%TBKsiyoaYpCPT?$>1QOCo(hz(k9lRR91`L851pa*MDWiTqJWc^%X zCX;Zz2iBR<=iQZi!2H22{dThlZ+u;8niD+Olznbq;@1P|PfJI<$@)4Zcrj>!8xPj* z3kUdHc{uj0@$4_MewH{^XF7aT8+SWR3a>*=FyO`&JIAlqu6CB3-|8;3Xe9Xv{o zzs{KLeaA&anTLFOCl~LGcciP||qK^&NM6YHe z^7pUg-lJ?7DtoXidRXw|(dXOsvk*4dcixQ}7QWV2>MVK6LSCQs+dz31E;S{7p#Nb) z?#lS@rk70UwrqMFR>(y88kXYc5+=r8a$c!EV4~nJyL@gG6QV0r3|2TXaWLF?QM5A? zsV#vHsZ$KFG;Zmuu^ITG>qgVzGN4*z+Zh~6j>Bc8Ov4%I9D1?w&s_$B=h59G?=e6% zyLd#}k%8q$wjQPJWx&4m^REB)lkcf8JDtCGVkv)1kp7QObgIZ%^Rhb;USB)(@oXnF zyPb?)7j)wOxA~FV9XpZUHv2}J+kv3_Eluxu9hltPbV}$Ac^;ds3Hcb)fj(Ekov}wc zKoeaM@UVf7XQ_V=>iN_0C^d3%stz3vndOU@?Wf~&)e9e`%62G;-}LIJBh5Y4S>)G_ zmXV4S&aXBI%=-~>rMwMij5G9C+-SpPu?MAE-&>&&dL<`%vK8uDBd;_6w4&^q0Do^) zEB2@_JUYj_6{>>u_Susyh}1Y?wct++K8wYjJ6_d-d{vWvzIO|%-9j^xrfD$JH60tO zq`}PWr`*56Qbe8gxrx|EzS7t&^u-m z(G0B}(t8v;nqZ}~Ff~KG8KVyutNC%7;5IxnlPBGb#BVAR+WaQmuB69}$2UPGBQnE9 zz6mlZnxpU6Hh~BVPnH{OgkZ7DnTV`L_y<)lc$L$LTavX0GDjLAHu&aaUw$K!R2A$O z>}Z5t!MS~tnvM9I_?grFn~L-pwcLWgRG2DEP5aGK@iQQIDvUx!pL@jAK`IpzV&M&z zhp5m_i&L*_CKVXnd8362&%DAxUo$H1lvn=Qew2z|19MWo9HU}P*+imHh6>t~!ULCN zsgPgFh`au_0p;1zlj{8qQ2%#vX8e5v_9)eTFa6knUB!;=-h&NDnMMgQS)Ps)6uqiCV<(J6#XCFz%S>nR@&W z0096043~F2m0ujkg`c!gX%kUI5s`#^HK>%WVPqvM87V13R#rx`_sHI^>vH95U;92( zMkETQR1`%?zvr*_>pstO&-0x3`J8jUr_fh&eXeN(P;9O}UP)+x3y+uUbXY=HmN^TN}z8sKf2OO}^?1FT7U$}0S3PO zPQRJg06)W2oY)H*pvmX4O2kwHq#er&5-VDjl-C$mb{O1PPob_V}XBr?Z zP%~WhE7@KFqshs#5vH98*6g%K=>MU{TmnnUb`mv9nx9Rvd{>Dr|()m z$!mhT>D)Drj!ls8?W1*SVH2=>y}Z7sxC#F9OQxolG=Y8h&L#FQO`uv4`SRY^CU`zt zw{!Yi6G#a%G<4^hV697(veu1e2(3yDDzI;c>)WKPS2;Ap;dc%)I*!fIC{p2jzNi`c zT((i(IX44*GF2EXX$GZRaAniiW*E2USlM9L0zHv4T-R>2KuZbho(B6CI1?r|E$Yw$ z%{@nN>lL-YwJnt8HO?&{ut8KDN?YJo-$B`Bmlo()^(f*F~!26MR?Xvz1xNs=r#^V46gl!L4H_Tvw?p^^$#UKUBIZdOM0Q-SU;U~L@&{ctuJ*S< zwqnI4+CUrJ6p;A2b*K$O`VNEZ>o(xpGaIDB-wsxbwHDF4+rgqYvHgueI~4JzT;$!; z4lnmlEXfG9gWJux~0hgPFBD#Kez&Tl#(K}Tg;9@UwUF}Z?{5kExejPd?S6_;1 zx}gi$j|877B{@|*{@F~g3yz9Uy_zR!rCz_1r{4uBdqYG1jdj8JvDK3A$Gbr4U)IR_ zO8H$kpd0Lt{`v5WBjGov|4A{;%yW!<^XY;_MbR^Qp4$Jqla-)_c=zw3db+{!cDdOdKGer?@t{T`s5 zKI1%mu?J49mSKOw-2;OvN5AD?=>d7MtJfZX>VeW3+SJzzGwyYsLd6V`9yZOS{! z1bw+?%Kl?aIQ{O=&JqPC6l&3u9oG{e%FveWI?jX*pKU`-feH7u9Q5Z^m|&CtrZ(s# z6J|Izs0y5BLYvsZyKlpoAe*J$bvuFy%LSn_Yo9P-XL7Q2=wvA7@9V0;fRm(%6 zEd-nq$r84RBcC^SO!yVggtUdB#gIg@y;k$d-N{U_5S_{6-9dm{tNq*v$)i$sho9{v zV5gn#zi1T#9(UQ@H$6eXDrJ{pv6BRd9NqY`2-z0>rNOupZPTAfYigQ13PYUu*~dwQ3RIJz5(0^$r1% zQZ6hOIs|;C_<9}ECBNJ9&+;?j$XI4GB4BTMje9T2XOX{G zEj=W^?_H}`s}BKc{qObA$AaQdOS9|30vq&W`x6Oe!ZPv|m9gA9A#jsOC_8F@t= zw;+Hz*)4oMkbporX4c>}0xX8Sq_Zsv7_k%S>JBE`{bFQt!is?MC6*1gp=5toWU5E3 z3AnoV(Sv*&0;YIwXuH{xkSsSrg@@_L%KZwu-B?ZDK{{xt*`dsVDA z(08so(Prr)0hO=)C%=&1(`uhytRcOZQlI?_AbtOg&l=M6B>OW@T@WOF zpPrBvZZ#yJpO-IAnOiYtDBz*_R#nD9{k?oJVpIabVtoinJBk5ge)js=(AOZryB$uv|zO5c|+pv+o ze@2FUBS=oX@LC=x^DXLwpKp-9bGH3=)jW)Vyw$5CCBq5$eK)4;56Q&4W&y!93M@<&}OBr)-eR|9r~0i z8%sbmJ*Q7b!_j`G6EDNs0HTb1i1Fzkb5QE3*ynD zO_zoUXyM^IzxOri!EN~E9Le0n8?NCnIsWP1i=iWAP7D4<8@?f+)$XBG4~=Z+>Ax3= z)dWOvN4eP65TJK+_lBc%($B0~p2;`?%F41*eYNEMo%Gt&=L8fUpq#l`N5H-tYx)$B zfKN0hW6pX4zGtnQJv2o?vyR8@%my+ScTciAHsWo&MDKL(K$y zASU9x(nw$beJapMCtybLw<=!-Ighn>{MbzTo{7A_Z;~WiePm)p7MX9`$9t@wk-5pU zVW?yi;4GAvZ${>t8ZS4lOs*$BIVl-|3Is?ow({C2lKI~kTXjZ>^tU#DUi3Htb!?MM zDdc)`qHaF-i!!+`F|?Fl0r|W?quYp&%yYrihYMtm%YO(7tuJIkqKQ$mjujKO@;+V7 zR?39I->&-W%9)VYGX*;-Oc_|d%(n*+wbZ?H#m(fohr2K0l#BxAud)u@TKNn zu%b;5e9PD}%VF08vhTUmHYIk0oM0;F=cH~heDA!_nbHl5$Jyo1hi<5Q zFPlx99>h8G}xmWf#mu8)k%zb;60~bFPK& zIzf)Fcc9<26MAl{cbR5&f~#Ni0oSn(fIKU6N2^X?9r$RTY10V->u*$V{Lld<7P0hG z(;Xlg#~tnRxdY;ygd(I1$+~9v`jyMY9WeTLTc@sL2kaI1?_-~BhaIEE?5~{LA=hd| zn0>w-%pSg-n_p-LJ<(g@X;tmu>Ap)Ku(};i<#+FNqPGM0?!gqx2kmfOLt>|{S37jP z7@a!I+78FVGVMj!+o81EUin{Z8}!{;_{GK94zSHfk|(qc8q2GT{yuJlR;wk>sqi*1 zw6J^B7TE>{3MXBdTiam6@QWYMwzt90mTls9Mi{VZO;y*)Q3m+RxSr%1V}NA-Vb@^+ zvYuQ$tNrXf14LJf%UmWI@akkqz>p*Z##^F|OQaa!w?dDOTWE#yHy4#Wezii(h|=VZ zrB*mo&&IU>(+YLM*EH@bFkt6lo3GVm-J9C6S=OY5tdlzry7e$xL5o}8v};Q%6jjXR z=8ur|`|7s(r#3C{bgOhQJ6XqXom}a4I@|)xcfYr0I<~;WY{`-VvVJc$rBAN9-2%Bw zyv$>YEf7^xs#U_;0#&{2to`gQkQ(4tVeq6GR_{9h^RZzwY-Tn4Rb$)?n$>;w2ltUQ z4sv@+X@XU6%LqTQW^fizSNck80=8=wLjv?B5Yfo&(DWnEFW)~nH)=G2S-?xx&Du@S z7T}q5Tek_KHmM)_`JOyywd6RvPc_1ZQLWCI(ndHr`8+<|y%8kn7@_9b2z6n5sW-@T zA&)@as`c3opv@DTke%BAcXNZ@DUs(ul{?bw`-&Q1tINKKxs&95VZ)d()dpY{yuP+| zV*@N#trNV-+Wdgx!Wd7gW>9;U2+WyPJY2c4;h;-fT#xFb1oK6(ftA@|e1 zTt?`V&tbk(x5d}-Ip}|PP7NP^4kO|R7!U3~hiILd6_3JN=onYk@IO}zVHK{5 z&Kk848pV{mpi@h(KWfK(zS80FgomNbcRCb=N(3{+=&(mc=a7~J9g;;iTDC~hfv%CU zMM9PiliS8O2OXuuThm9~*Iw1Yrt8;4N(O6y#n6jBKU@PL>w1ptyif9s2Zs!$8qx)h ze{!g*hT+~*WqCE#aN48Oa?PU};5Jc?JRMvEXKxKzJ$zgPVwr4v8X{^y!@6SpZAUf8 z+Qq2twyTEjoQZumZ&t(hcMA~>PSrr%(4gA#RKuf3mF}&ZtHF@ZU1#66YFPDf&f|z@ zHE7&j{bHQI8lI&xX5JgpAj`w+-%%49tX8SY@i(WzNRfrsK2{nu1Rj&J{*MMadhy?~ zIBBrb96$DU9SvNkC${b2ra^e}TLYaGRs zcx@GAOYKwKRbK^yQs=xcH&wwD?cRpi)+%`IE%Eksdll5$e){9ThP=PZR`DYDsmT>9g#zFuME%^ya$rnxk*6#_7sg&my-cyq0sEHg`~4)cVN;@& z;=s==*n4p0%KXkuFm6u2*Q}NaYX|bSe-O%mgU@2m)pMjn{rR>ow#igb;`$hN=x`#q z9ng!Bi;n@G+a;&=Zhr!1N)9^~4MN}}CpCDBa4^_>I~g0q;s+lUELe3Nyg^EGo?m<9 z9ysxPG#HNG1(nOzK6#Z_f#r_K-0;>LDEPHDIj7MLX=kS3qlO=!~0@a671d|R3lk!P;UA_!CQ=Hew^ z8O?M|==YEwJd}Z!(m9qjNtvkV_W9B5|8KUmms*y_3Y+0<`1!={@_k0O!|j zU=4Uxi27Npjy6>m;@`=^E;GI&EDSjtOavF>$IBahDRaeWk~6ehOtKWu9j2tqnU&)2 zI*ZC4-7@T;f8nq8DZ}WiQ)_dj%TZURx!mn)1)iQy^qf6I!OTU=@ne+~wEDR;Vx2=l z+xhDW!Yx!3O-!ch$yQ-fT$xqVZ7O=r>@eWVr(*s=&#HC&Rrr^#^{QB}3Jrx{^-+SW zaGhdCzT8R`w*Hi{^gTkuvVR)N4<~3CdA#->eOEQ^*`F$x)LxCtdn@M4SZeV8+E;eW zqcxcGU(EPM*&5W&d&A=_RfCQjSC&7`RimcO)B*0)8oXsWU)sS#M~C79k?(yqsN=dC zMAp(#+J!MT&OyhQAYpROjgD7-u}X8_p`-A3`)dQv3t2k$NJmR2OVhE`E&PJDBptsy<;F`NpyL6q&9cj)zvZv<8`vZS6v1YS2)|^N4X&4X)?^C0}^422&TM8J@Z|_%cFmJ%zUhha!*Z9lTJ3 z=F|ILtT|VMi}yHd%c84s$D;0E1l80D01<%NIwEfYf;1%^o&50li-u|bMr`l72 zv8h^aN3bc;CCdkPwL&2Ws3UTV?s7<-d^R1%{ z_h0@zT&7lzUiia_^IRDQx;a(Gx0T|km;*1De;J0yS2k09%TOueMu389DK-~cxJh!B zpkwZ*_>6!Oq;lQs?C~o>`=_I$$}5HF$ujP?f4LA}3VMY)Jt)Sfmjr2FzvN>~h1O-7 zbv~|FBJ2e}G?hxWO&{hu%7V#~@s_ms1_sFlWB>3$&(gQf=87@f^ShWPL9 z`1)K7Gw><@E}x4cZsR&B2Xio4?M#-!<1ExmxBVp&l7+shMW2#cvv9Cv?TYXB416;E zc&m_Y2BxbjF)#F_A>)3yhQXV3H2aTPDmk2v_11wZ?Tj>>k1;WnP)fu7en}y}O;d63 zCKp%va2#$@O`KTVnuLC3>>JKfW3g6KFCsc72CpP-tU zSDuz`4v)pri}#iF_eP=LbB9gBb}`7AktUwFEeg#HC)lGO2jJqy7XOZi0VvfBKJ|A3 zkW*-7otkX`#%XADKjrg7VuxC9pCl>qeq!O8`1JaPNX=$aSre9_zcL{3%U z9jq5Jd%ep23a~gU#tV9#K{M`(-7#;hvA*}Hu}7gXs=U6UMNAr@cS7l~W2F_2)o7;B zHLZ|k%fPuuK}uNv*Q{@>8nRri zy-;L(3j;Sbhdwyrhl2jwf2=MH#x_k$O&s;dH18jyx0Zu2Z9(4b_Pz+Tk2h4ex)+T! zRsXf;IG^A|UGMdl9Zyk?wc+rqZPC~XQEE=mgpn=O-jU$~-C`C3pn z4zAoXH}VRIhy8h%*n}mM;pdR!<4Ue{$nD=3xmhy8K|&04 znU0+pRC)^aE;JEQ^{2pTE3L597z54UlKV7PJ%Nc9rl%qe)*#GrNBFjH-V9DU%)9RBT`;(PyblMKRM=vFvuMfm}<&mNT z4?|F%ErnWC5QTBq$^&gKlH)=>eJg4oO7Kr!F5jLy}PW(($?cD`{w4 z)%h>eKLv|-1!pz6q~L(o4gn=5xo+IiW%8WQ!1)oq&X02GXnOAjD(^`{KmMbwoJTW} z&2s&eyl@8UyrioB63aquu09*azGp}|;vlm_FdH=&XM@~$vyqMGxLN>DE=uk&P~Pa9 zgL3DL4+k&iAirnamhi8+XfRhBv}}=wG3NqRtu7Vd)WsP2)Q)`I^MRmoJ}DZ+Uzd7cmMC0MsdDSGC6F-{4*lZhbftJJWQYw7z-abLS3 z%dXT?R7x^dua7Uq6L!-ACwa<{Wp-}+wpHbLHGNU-)NDC+IJ^w{R8o$o%gpbKr&OS( za`F6NLIrB@v%HUstw4!~7My3^mSYQ-nt0E?ax}3Dq3^#@hC9ny0{_L8qtcIQ|2=%= z*sjr?D8MX7vyE)8roAih(UAVCum=@Le-Nss^t}T4*Kb>F`&xm_7kfA9ekS)RB{#>> z4;6U3{LS&T#uPmJ=U+m>6$;MmHpBS{3YrA1o!Z|{?sH|YTc%qm=*y;?RnkboUmV~2 zmVGH`sO(BVq-7hI5uctF8PcXyLlWSz*#VRACHoPyy$W2J3NDER7IimXf_1+#ds zYW~fopnqKMClkI(bW9kliOitjw?#!3<5UWMoLoL7l0?B%ncF>Q<0xp5q!aK$A`4%f zV5n$RXJX^6x+c58r}#ZJ+d2Ua>phzF(aZsWSdnw)=W8U>1)nL ze*O!Rdcv-B(w<@LA<5Vc{CW7XZ((q$iroKL^1iW`A{F5pMr=WP9uTG8A{F%75BbffiqAI?VzU)S9O~ zV%=MY*;}ZcNU@hF-MkMzFaisSTMhMEeneXaW;#vbaabyEPrW`jzaeLyyaLj&>{MK-N#Lt zIFhj#e_a0=-rv$ouOCZC+EMNK153#$Uwl(H>Q6F$R8tDM|1y=Vzn1=W&1c|$ZyQc= zKh8$(nRvGYFY-|;VP0WACkF$JiZ;JHl8Luf={uU}DOk@pzT{w;fU?vFA{l;(81b^O zQKcXi8+)3wF7D1i4S)SXi{w<~Oe^qCd>4l~(eiN>ml9BXbVl@(XbMJg%kOQRkH`N3 z009606jymTm0uSXkyIk73{jdWb11?h8dRi6k|dcbi3Tdsgiwl5#>`_fT`qU>-fJH3 zy%j0R&y-3kO~_E+`~9_^^E~f4?>>92z0ca`%jZn3+?7Z?2wA?aWxVo!lpe~81yR`4C^u-k7w&bzgh019}Fe5iZ z%rBjg&uMKx`}+wI|6rBe1K(ugwZg#uDU(EE(nC!DtW6^EH+mp(_{U>Hb${^T<30%l zB0XBf`kxR^VJ8)JM&gMEN_kOG{zGEHE1{GiBAR$~>$jvqPZY7LMeuA-MjGMh*qdfY z%ON)E9h_a`TtNJS!H?Fb*@X4r24es3WMZrMF4p#;d&I{jd&aIVxJJz7*nJE67fOt& zp|pKrEYTeis;0LvgOJe3Wu97{PV}8Wr#bpLo(S!batKL{CDN?QJ2D)iiK}CdzN%^W zh`>WjeHEgki6>8%irUu25KEK?XN5Q1Bd8^N=Z#j~BJO{ADPMEv4v`o~o8A06n&9W> z=G@;ML#%PSVOxDJi~u93PSQGz&>^w|)5Wh6ebFi}Rvq03+j#}1ZjSCqQ;lrxDN}=q z%Jq!I0u3-bPsPl8>On*ZL^t=Y_aoA_7!*?kT#2;oOFmIM_9Bfq%k!K$ioTe}mvaJ+ zp^vK{?%8?{d{4!=J-J?BhmVW~>p8-Cw}#h~lxv80Gh0NL2!XW)edh0@JJ3v0jiSqk z!8Tt&KL1M?G<6y%yIR6fsQBt#^wMAqy>faSpK}kf>=8+&laJ6la@amNME7`86SzIK zJirLgz}>qs*4t*Y5cqM4jqs)%Q0%5}rOnI5wq=ioe;DUt|BAJ(XZSg24`LP!y5wNF z#H7bX^7|d4o|EU0g*)54uLV%^kSqG#ZzAz2v=rnzDWQc}{%cffRdXS}l&^RD>RgEZ z;X`txlTX1bX5|DJJcX|SZ@v<*0B`!_+!apbLveHHZ;ym$SgzmW(Ep+sjw_?@6bqNa z%&fh)W?3oZ=RF(sSyKw-2R)~oUzA|mrN}XXz!E65Z=cw1Rf07ePh@YGD}j&Kw`xDT zGAL)iuJzEOz(LS(CXGr#LulFKb!O%86aDxl*|Hpc5iK_cnB~~WYBIT$SB@4c^>9`& z1&;oc1$RcvVO5;h5>KaMU`E+4_!3Jkno2Yt+-V(aCAJwh{87*os>d9#p))4JR)Yb6?1S*5J% zxI*Hao8kOVG_d!K={88yAb8z>I^3Lw-J`#TZfh~&ZXMD?6JWt!vFirs3j;3S15aBl zVnSSBNag2Z2KEqrGV&2L%`ERIw`yYP5G_!269l?(cqE-lC3BUxH!+$y0O)?s6E zvkF|hlDwjHGXAeoUmo!)AwGKUuZRN`S%%?KZNU|o`JAA?a;6;RaY~mP(kQql&OevF zs}g=ef_<&QH1w@E;R(6W(ZN}LEJT5U>Opp%Wef|VqdAWYZ!)p_^O?Z9wkm{$%^EvQ z(qNeSXVItcbOd?-w%^2Lg83z5!s<31V(#6Ut#7Jue{L~n#r`ThbgFkvuByOI+N1rc zljR6}`NGRsy8_N{hL!FOR3SZY-sF@i17(lO^~{&j5teKCW3M$Gw0ECsS%Eaj_C$*1 zo~y+D@aMk29#&xgF~2)YQp=&zr0%IEMMYq|U%)uC65VfioSP!=VOS<roJWbp_1px?zOl?gZN9$Pu#0CR4GN|bjVbZ_iUi;lB`D7_Srd+ zo&@Ly52DMC5O9p$t-WlN1^%aqhK_JL#_ZP3J^z`3uU4@Q#_H7=cNt8&)=D7!kB8lv zKsNY2g?a-4Y-DKbHJE8tgMJA2EqB7?Z|P@e{?|E7!Y z-(jL8;-bvsX(k@kCA@czCv`YK%q@jNhht`YrJ7n5)UWzT_vq4a>&xP1|B)(u)&Dcw zaF2l%ZlPznUDYsvOKkiz0$iT4e3>43k00VEq))K$qu6`lrePX_HYlaj&r@-*M%7L@ zr2>XWCj+KaD5&Z?HhU|HiqXs6PAab$xOkz*U?Qp-at=b*PaI%FM?CV!zza44s~V24 zT3>@zDlTiKr8(#;e$~h%SU7zrXx_hVF{I_c@>Br}vQ3*> zS`QHD&555D&m$n4JlRXx&4lx|3rQmiOuV8U-mm$WjsXwh-8%hr&`U6(v5bk~cg7sb zD<;O4tyj@As)l#Gm^z<~Oa9mNhI3BUxF*B-aN-gR^C><@f^RU8`IV>Va)XYU20_Qr z=1MF`eKas~jfRTc`Q0avF|o2c*G&^9WB(xyCbD!(mitqy;doB}mzf5EO2r4W;v_$@4s{+H zo-EV^tE(!ARb!rR-i1G%)hH>H@#m7dvg)YZeTmLQN=m%RKqnKeYou%`ehlQi({u@0 z&Vc*k`72_(36xD;)Y)Onf%3jNbIl4l5dQPEE7p;Kw|Y-7GlYc`+x~nsyhY%x+g#uF zF9f#kE&BV+o( z9|K_{6$Pu?ShzTobJg%tHO`*YlXntez>5--wz-7tvnvLo>=amV7rcUrSvJ^GpRAZy zIhZM(I8$q11I?~9MLBy8h6{qk`xn(fPv{`kzmJ3bH&Xwezo>z0ae&Z;{k8aUY4Pup zyESNy#pjQM9Bj!`%ylO3RTbYERdk;~gSD*3OYLeLbLWSi39CkVE@j?&A2ud)npJc< z*jOJu61CZljby#I6PjbyFpa1!(5_}-qRt{n(t?FsMNA(ZvVW})Tl(SI0|NK0X1z*d z*brXY)5i~DquNR2Kus(guXVFfl?>xRsrs#jK7)gAWm^Q?lR4ms7Y8IqaUdaHHrXZ20rU33Z5f_q zU$M0Gs9eX!w2rq{WEUIQcG~rj76+gFMtl2ZIZzz`ZIwc<^+k;f8FM+XI(l-?B@UTa z!sPJs|L=F4h)5yp`gOpjpW|!Uh^+Ocy0O`Ce|qfSAt4SDOMMtYGNhjDzT{MDa4^KE z?DP@jpj@F?b}^}s-hm@p_50aaCpJO2J|>V>XDadQQ#B?Qx%lP(B4GF}KgQ(@8yiET zc36`-dl@aG)+NM7*tU!HXK4f`GVXTGsjdcpUZnQtdKS7aDbSAQvhYSNKc{CN3pjd7 z{EHL|Z6|+b+NQDKYbbAH{*;A%QwBGm>9Fwp%t@Y_F$?nFRp%dQAp1w`yLHbe8A$CF z47EGNz>fUf=ds7=aM|=ZKG>axLnl4&4LQ@XXlg#e4`txAGiM^ek%6e+TWmIvYhl4B zbvE-DNK{D#uZ)fxTlntnI&>@@{w04-j1D!E71N1S8bprdUYvW91{JgGRjS2wnC()o zHYe-;Kj9XI&^Zhg%;b0X*fMa6UcOa~)Hh|#tx<JlM3zWCMu zXbho2VVUCdU$%5SVllgOrs>EDA5WdLpMkUU=M3z!VxZ-~4|$3|1H6}RPQClccUe$< zNQFy>=ilVDHtXp)r7kb>IgbW&%9WG|(ubV3Iw2U5OM{>0=R-YdbQtI-8O&>;qnvke zx!o=XmPt|5Vw>m~bUn+QNTK7l{fp;07IaKR8lQ^&O@pbAz5kFE4S@x5$u=*lux4AR z*xoc66z}{Bi%+2AplHik$|xNs;Sa^dO&GYxS`}{mnT{k!=Cz_nbj9*CF)Cquj^Nf6|Gfp_1j9<86|z;2L11Y#&pOZH|c#BO~)Y{+r@SyhT6DH z*c;K&Jp8($R)N`&ip$BL0YO^y1! zCvXo9C*JtS-qohyn5Q-}x{m#_x z1;za73UZFoy`a9R0+t)@)!x;mVEfUhI%dgb2 zNy<+R&+Cwa(JDL)s!>mycFY|RG8GwXi3YC8U-x`^JFONULm ztNlP!21LqbN}Ux`@uNX}`|_+rIIO?3@5$N}_-m*zoF8Q(KPBOP%bOf5dMZ=?(jXge zd{twW1v5Z>Mq~GyrNHHCR@SqP@u+dzqnN%h4kEQT#w4U;(9q^6=qQ_lKOc;y>pRk+ zViYi@VU>k!;bs&wvv7UCRRsN8CRlS8FpKVHlK1UafB7&2SG<#*mIh=awMKen)S^6G ziEYzt)GpdT26GI9hBsSwn}m{}awI*+1j|HQt*`&Q-ym-k*AMiw4Q))HQ-T=vcS% zgX;h}AJy9)7{7Ijg@LjnWeIl{q~c^AJGHQ2<)!Lu?#zOVk%Iwk1q=7Bn+wA4k^Wiv zp~}D2A_p ziq{+<-{pE?f$Mu>HtGPyuWD;6RT~z5q;HP}n_2}&czIyFapTn!h*R|_< zWaqH)o)NO3MwA2dyIHc+aikv!%|BoLkOQu)SNgSb4vHH!cRB}`hG$!d`j} z{(jF!`GVVDyq~l2O;6sfF_eu5Pl6O8*Kyz*O+BoyQ-iw>&uGo5H87L+mfhA-0|iOH zCdOb50vh{YsB>$e;%@k`Af^UehUXp<+*N}RZvB-!#Txi6uj@^I$-(%8=J8jqH5mS* z=TUs97X4w;7Tf;Tf_3tUwa82@s?Oe-^W#q~dP1Tv)jzMr;Q>Y0%=}s$TVYmx_h>EF zc*S-FEUHCOlyFkxPz~~#*7pY@YO%*h<_zO{9pV>E*WMPYN6+QXSx19<7>@o|CbOj; zXYF7+m{qUWc!Ho6lbGE7?Cy*}11e56o35^}$L9G5WkbTrbMoZH!^wD^ zxPD>RUz0xF(RTc%bsa1=sy}*XSO>n|qNjVD>+w;!JNS)c1A4lSy*FOhfP)Ko|DyLb zzaf0~?fHOm zJ@UK{?p)y9fEhDck2_l$5mmZqdi+r%POF3qjzl$L;jXBhuXh{CzL0We&GAN9%V~a) zR&0b{g-73#z6SUjl|H6NHXy@da@Es&4JczoNBqibM9*iwQl(21ByZ;FU9oJ!Y0)cZ zKc8qqkI|8TjD1a5Z6)?`DZddn&Lt^d3T%YZF11run;Nm~+#|t?Pn46jTUNpTCNpD-@!xEZsB=U>vk}plrrf7u}jW)q0 zOf_adi47keT4o+M;YVy?M4xaIs*VIG-)tn~-8yro{~{Uh@eZ-0;*Id)n&+HqXoR;z zst!@mgqab2x1&T8zFsY=6a7T)|2>(So8JVH@cYG-LrqXlVo?kQo8aI5VT)-ox$oGo z3c|4wPV?7oSVrb`#bH^QKAR@^q;9v7A8x{`b>dRh@0-va@9FD1MaGroHg}TVglB*D z1QbU#!TCji+QYw%m~sre81u9d2S-$*9-23TQsu9-N3Ibb*7ho~_sRYCiId5Do3Vb= z`!oR(2NKu1tcz&IcuiC=%c2?Q6@xtjel;QGRSP{WmCSRv&`ndlCg|?y7bqQX1ozu- zl^;}+*WJ~kae~bl>cqONj%L&kh?v+IwV-0NXfMUB1`;NE4>TJF*rmX+iSK@o#cVTahe=yIXBq5wvS- zyEV~@$$1yx5X}PNPj2u;)Z`4_9VXg5N*+hlbXUg!NP5L7#(`hC9V}S zs&iX34O&cBXDC1SUP!Y)@>%Q`Vf+EBo6~ zn)-gyub>?-hwP|H>~`FgyB$p<+VSt|9)s#D?NA&&cicmy9a)Mt3I?1u#J-3z?ReOR zp{w6&+AZ6#_}c^9sSE80GY?7E*~G<1wU}4chq*}0)OYIl;v#Tchn$uT7YF|;J~ve2 zB4P2idd1py*pH=pyvlC}!Fs~0+}n;`ik>Lg!-MER<~Lm7Ax-J{;azz= ze6%n7FnOGZ<=4M^tzN;y-0YF)=ydYDXUjEw&P5?*O2uN z9?CD!mmcZhVa~~#Wuk(7a9Fur?-%j$PNlj>{v~-n4v&32&%-f!A6*A29{!VxoHLlr z#pdR3gDhh*{^Xwjd?(wXHuF+N{|FC#ib)|30(`vc>KZdz$j3~|h1A6)TJKbOmi~{2 zR%*S^`cxh~wU>+AfrqeAmgIN|7nZ_W7Y=UYVt@AX)qch8cq29?;2F=w9J$svn^Jgq zmr&rf30>XK7D1SgzNW_a@Ow_t0h_Iw^H zZd-L#KjcEjJ&&2F!v$5_^jJc4JJ!mF1h3fFjtafYDxPdEuADPkB2>gfmzREsrh6)VxJ{;NAuuz?S_ih2p78>kDb5h$c4N2 zok5!q?I<}QVRazA9SWyT?RZA=uH2UpT$;lJ>*9xfTZH&XzPQ__>I)Bcx1=~CEFPRR z()w;^@gUv)YIC$InUB*Oo@P{Vk+{wKS1Gu_Jf$94GakH`mRp}A_2ArTeR16!KGKto zmi;36butuw(@paFuKZa-XBrQ}<6?_iOi27I8Yo-FMRdWSXwoe%bl(p%94dLZah<+m zY7HN*8flKLB<`~`u^ZdQhl*x`bDRbr_Qjc$unLlolPY|T5FY3@n+_@Ta&ag3>q}2- zF7}xnl34Sbi-qg2c}x$I{67#HnwihX_NCXq>8tZ0@#NYODH8wMXV7EIczC~Kd+^R% zJe*(BwP4FzE}H%sTmFmT;(@E-Y?&?>!i%^6dtE@*g`}9X{|z1jfA(@W_wk@H@AmPb z3G)Aa{0j?L@$oV0v~MTgK_M`&PY8zay=ew(J6M>>Mb)DGE{>EbD!k!gtMw|cmAZVyePGY~p~J_$%S#U?EAw$OG2W-G zi-+s62V(5}c?dG>IC^V24>=t&3!bHMp(-uxT{F}U!*iR@e;ei^`>#{;5XrytaP}D) zIX>R9_I8fQ^1%~*Fd9hKJqEn??<4!bi|p@FjTd-OlXV^VK-PPJ@e#s5gp2CrwKO8rddK{wzJYaXc!^V#W-%VhW{V60#MaRncOu6KW5C3Ueg!8J$0 zhX)(BzzcdGsR!!NtAZvn?;?wT51-;OA%e>Pzi7xT*9ody^1;Mi^Z_~tZO zH=17b@zs0`$%VK4RO7=|EohOiG#{7VdyL*C>s|`o+wJwqy1cE-Zg@lL>)@csi>stA z8XR?9NF0~0y>;;}Re7pFbF$-oz*M0x6l_JZOc! z`J+_F19kGQCr%DnH^0v<_?aI*zKK=&)0RR6KS$90w z-xoG2BSk_QMx-PWrOb{^h%!qwq^Kk-sU$@yGLn%pij*zVl3AfX@A)xOWF%2Uq7>!Z z@BIFHUibZe-}|}uKIfe0Ii$Ss)%HHa!Wzcco33P`>HN0?{-G@Jjc?0c=fc8c=J;>! zViv6OGGtYn8R%9B8QOv4xO(~ejkj2+T+f;H{s{{;180^%5et`u9fHIV%>vcLJWjE| zk&;=x)rp0DA{JJgR$1qAO8rl@ayhX-}d_qD2qL) z%oSwd#S@*wTM(s<<_%=Xvk)rXlk9ktg?FA2(g)A8u&{6wr{_2er?%>@D?@B>I>X9n zvvAvhefYVHfoIh-Mq+0eSQ324QDcOLYl@oj*)JLJ$&EL9V8_DSWVwHbgIL%fmAF4C zoQ1yNmK-m{2H}1x$%}=(6Y2Z2XS1+!Qg%eUfPs|TEBuxD7&vZgtR+80gPr{IhW>X9 zBrLyXVrR>Ox1Zn3??xBfi=Yac;2;3n`n5*y1_{GLGhyDeh%JBk5E2Mji%6 zMvS8~{ArNZzH6Csiv}1xUtnF!!1_=2HOk9a(C--euS1lDM|#Vid|S#wzQf&+lQj(V zubaBOF_?kcMVG{L{-Z(P?P!v}9}TG+AB)`hNWpEz(8Ir`DUd!_5dkpdW zC%0-sBz804QIeuE>drvoDQ{w0k^$o1E|vU8G+cV-{3&<=4gBXO_I5m=U`9hctKFG` zi*|xSg7{p|%XpXl3=N<5NPDipdEzcLkhS54G!)6296en@fzWn) z$2mJFkSvz4k@-Y|V1WE!oEZseYuqI*Gbvy-=g z*;I3Jc|=-yNaeIA4JT^Cex{A$`9xR$Dmh6(fK+JxoAngL$1e@ZOC;g^V9Vy8Z%D`p zez3u&je^x0kA~-8rNO^Kbk_TJ8n*oWryY!F+2J7B6;Fe`i2szN1`UBKO~yR26ukY` z_Epe=g6k5W_&tY6uuAAzEt5k*?fvl1=vW#KEwlG*zJomaZ*~}Np<%7cV+n_08V(yS zY)sC<{qEc1o@GiyjAdy?#S8@lQjVH-{uH>Km`nEhQJ~iU^5s|L-D5}JL-BPCG|$%2 zxu?#6vzw@co&^Kt2Q3=A)flLM_1*R_O+&7lxT4$+8e}Xpa^7($7>tXEz7k16JD;c8 z*WVP_)g=_CdMfNZeUpYX=VJ*w zm5?8i^VzY;t6+d`TInGQimEQ_^>$%C)hbzPPSLPLqbvN^Ee38{d_E9ziGj!&6K8qE z)du=e^e-BsKCchE9!^8gytLp?;}oQQ6b)UNjQ4GDB>tH^1-^gGdUhsJP+~FRb1{X6 zLcufv6$1ujZExq0`V2ge<(+$c1q0XajbA$Wo(8MuPV$voX-J=SCj?|MzjNtda&;7F z7`C6X+<^CHY1)3o2KUvL%AW6_K~-VICGk1Va~euYMm!Q|x~&@VrCd3=SB8e(PNmxS zwG>2ZOeh_cp`bkX`+3KD61LtB`Wh2TLdy}Gohz?WuvK0*p#C%sn=Xq#(8l$*ZRuB< zw5Gu=kXJBi84WfUprJdS0;8ysz1NpgaM;D(P&W_r==AadVL1|hOMI;U=0QTM;`6m% zg7F^00C&I zU?u1tdPqUY!N_u>)wu4-pljYF3Dx{>6Y{VgY&p|9cVQF_N}+P1>R7i#Sh3t&6b-gA zheQJ&;=Y7$XQph%x-9$KU$K{h*DLsng^y6+BHybzI7tHB_Y%H}nES)-%NC5AXH9&< zVh`|q=To|=a;$?UzZGsG)^6)NF|9{Ko7J0d(7y4ITCNl;Q#Es86kV4X2}QUg&kQq*`;Jq2~b zRaL?H6a=UKm#4Cyg3{aEW~n(8@Q;`N%^pP_Royu;o+Ox@Ua#`)Dhd7rLmjCh6gZZ& z#}~|^;ahyH`&Pt;Z@d;`{4|_7UR_7#Qb2YMo0haD zy(Qouhfm3$7wbvx4{kNqkBX=(qC_Qrzv;*05X9XoD!SLX6qrlhnMy#u?fgC%gnh>Q zso*%}S&*+8v&jLJ?C^z6X5@AGN9`VbxM-+H^_xkB65>nUb>F{MBf04SO@*IZYDy_7ihhyb$ruE$lHT=P$Zhg*{Mc?+pW;KvBJ&`UKU^lQ+NIB*A&Qt$fXD5^C}amb*O0eL2KC zO{x>ny+`_=NF4`)wi9oUKO#VPx#na22olELeNg<-L_)H>i2uzr65Lls3?D<^@HAoN ze{OvQjMVu!9VZB|6mhS9??=G1Zjpqx77nP&k8Qf?$pPBmpf6x20oy(J?U&3)zSdfQ zxV(Y{iIZav>WB&}u9mbS&!JnIOSF3k7+6(r?C3(kEVHL&_A?wvxh8DWo5O)#fu<*a ztT^y=vgzR-9|E)%=VeEFs|Qfv|r? z4w!$*4$TEq91yIXPHJ%Hz~tvZ8OcKg=zO+*%_~cSp=W;T9T^h(x8C=%K-_%wrs>c! z5*+ufC8r7qh`AACb#NO2H)7M)drop-nQBfzx*rEL%yhz%(mBBI?wYeIpMc-VfvfS;>e@>Vr+z;@M-&K_qD zocaDZ)wh8I)=FPKtgXU$iSI3~l_DXk#pjjQS`vzridVc-#dTj*wRm$0IIbHv&A*p` z;z#;P-LnZu3nJf%rEoy}mBa^yKd-@6Fh*T2H{N{kmw=L@_QTGI_Rq}!CSx2l zNbQz6D2{a@F7>-*AOQ}eZ}0q*CO{>8?%3>n4uog!lpfOIfcJ=Rh)o^`v^{f1?qw2i zs(eU119|6CW^Qsc6xX&skI>? zY;aPO|2qMScIorGlCh3f4o)AKPr#xtFH(vsI3V)+#9U7^4s>jEd=uBpf#Es#_4m{h zFs0f$V>}!6fePzeI!XYKspPy%voIgGHp-_a6406G$s1vdzneR0mb-}n!B%mZ>@HlV z>8X@jBnL)YXCi7b?*;XF_?o0isQ9j0?2TxaX0A+Oe{tZ*j+bIX7^ky4`Sg+RCiM-q zyZ2!oV@yvh6d=HG)7Bi9Vh-$DzF90RoC7tbjd{B<|BoFn5_^XI!1_c1{#}UsRW-?Lveb#?I5n#7){%FW;yg$(wWp(BRtTFh$JR5m!mAhlhe~kn6%aZz( z`U!aHmiS)yC<(E*Uv9bQgY|<)(|h|366W@u$m_v;zdN+PkSj{UpyJ`S9TfzWUpZUr zk9plZKl_jLKg{=xfxvmj7_Y7`z8p&>ftz$~g=PZ@GX_Vm$YTB1(s}D!F;2prVOOo1 zWD>*{tk?I@A%SkJl~TG-K$iQd^LkDM%yzH}H$|Skf9F}>I6#7W&yPL}Sqj9zBq&GN zppQ4%Wfz7%U`?&2&+FL~BsmFYa%)Mr{Nj-FM&!AEqmbJQ0TK#l2OTIWME!t(Btl!M)h0eBI9BK@{9ZSMc7Yz*Ow zST;@EqxkZZ8i{S5TPM4 z#pKe99~8WNxBbFHI|^L?eP~xfp8I3Mes4yeuLtXI9zuPd5zI{7gZlhs^~8mBn<$w7 z&R}yl`omhnAS4m{jI%%g%uC0yOIejb+yV42_tQu81d*psv94g$`GyLswrE`Ex!I>Q z2VCcdw&gLa1q3`geq(JAK0k9jZIKgxzob=yPJD;`tbg|J@d6SC66aUOUc zYfl;u*Cmj!kz>Em9DTyNQm0TqjH|$cH4<&tP+vl8^~UBBAXfKo+h`dFLME0?h=meR zdHrU;+!hjMd+N&$#F8+YH!CI({X%X}x}~5cj%_lW%26lGGxjF4=o2nRrF%u5#JXtY z*K)9v16=2+O0yCUtkT*v`vTU7m_h{^-$1-i58Xd83<(R`a#QRFNZ@O{Gi7v(1hQm2 zJreby$bOR}uO#Y_KtM-e3<0+cDw@Kg32>@;UwS5hfKRqNrwvix1>$seOzEP(KI?3e zf&95G>7z?@k*7Lew zU_tf8jE(+57RH-LqbhV+V3iAo^+Z_+my9#FDq&!o!p=-J?03gJOx3$9a97juKTu)i!RM9r29^3M)!j2Y#^n7_%C_=#rtTp%W2 z8rcjfd!6(OgPS2Q>%x-lIPUYc>M(|8@SSJ<{B;i(X00>ra!cpJ-`XD^oNTzDusp&| z7`U*(>cK57!Di@wBX%*~rWy1-b;$nBIA7lKpdilAlk~R9#`h(Qy`~>Gb79D}N;kWJ z3r>2+T=yR5!u`wEsSoBNk{^2ywzFVAE@9H;%7w`4{dcTzpX)}O3UBms;q~WGMSn!W zK|h~*Tt`~TOS%#F<00C<{|@fQO53oByMhbe`bCOzV=Ppdp*woU!u4Cnjh+N@;izme z-Pg^9fR*oLcL+2?r_IuDKZm&xeZtwc9bGyGc;GPnnEpe6cp`g`Ql>vQro zXD;YxOC-7oaN)8&)5PD)f+lC}Rf7^MdBM^<~`>Oifyif*m)?MN4Ou~I+ z3#D15)9`sqcY~4;4fDI3-F^$wu)Y0;g~}odJiW&{MuXEgG@2?^&-&Fy^Su-=Ryw zk{8m0A5l-o1w~^r(AU*VD5O2hqF~POMX%k6&RyPR%@-+{xO8jbij@@H`mW~m1AUC} zwp~xZ7L$YM8eXU1M=c?=2z|!GcWzQHb0~;k{N5#4orK-1 zqD7C*LSM1Ru0QfU1#fx`#jjkXLG%c(OMeCpr)@)axjdvnsqI#bmJSX2bNYB=-%#*5 z-|fxJ2nEG$Q|eW_Fm5fRB191vm(_}!+^4~w%Iap_8Hg?}7t70Iz*C}jgSaUJ3{PFn zebl+Tv##blAii3&UBv-?;{2-EWqD7~f9BkLm|aRjYuLyZ|0v{fQc}ESl7^7CNB2H& zXJDz*?)KII22Kk)Cj{?gKp@2F@7?z_JR7_i7ITt@71if&th#{w?%VB_=Y#%B+vA#j z5eab-g_{@$3M^U{@;&IFL1gmn?Ve){w7P!rel9NMltEX$|w+9ovK#0jRHryBS{5u#&6>GtRT!co~u=jIt& zMH|J-a~?2Ir#G+P+KT~A5vEH%je)FE=~v}^41`6uPqiMUL0LRKD+p0Tab5WrVH%Ei zz4o%Jry$&Po8=v>8}aU&^Oyf&z}%6L>_PpHEaWL&GtIzCd(F)1DF$vB1)S9KU?AD< zS{b3vfWg~K_F{)i~z{NxwUQbD^O1Q(o6HmJ4-YgbOvWVI>SbrnR>vsJo#=@;>*GqEv+>cM;_BcNa zZxiQKEpWm3F)z5Vrk;j?Soad!c=TtlCu2gepLk^;8NRNPfoY!Ih41-LKPoe?Ue{tl zMe0ka2KuNvp;)?bcLvgMChyQAMhxq* zh0ee0@(kQn`Xl=D5!UTZc8L)fA0_H{M>WvLJuSUgE{x*?ClZfb8KHsWE3?AWp9byF zm&NlCdy4ek_syrFTY(l^0^lfkFE+5DEq{Km@n|C z+A?sxsZ+3W0|Q$9p}&(@j5p`5f@+M9+7(g{R$?9H&i&4BA4$WEr;~o>2fU9gL%a2g zEYxHQpGj0_!S!}Wv;m^7AFEL<$in)}La)$72J)YTU%b7RfdysbLSe6I$gZlq;JuXw zu{&NCmrgJcyiT;qLje7zm~=>+0}Ibfg_`yrWuZV`_2IU?EWG|Ce&d}g3mvKwlyV0H zJZG*v?h3;E)xZDmSU2jF%IXL9;?Uvex^HD>`nIn{~ulac&Q2t zYH{=3DmSvQE!sL=+?@r>ANdpC+*r7Oqo)-Y%n3;zQE0RR6Kmw7x@Ul+!u z`4`e4BoYdtgffIjB}vFshSDHuq@tuELn2dAl+0r?Pnj?08j`Mi&$*=1tQ0CmiYD>y z_pk3~pJAW9_j=Z|)+tzH?cA!xNAY3ypSUS}=t=(ax}3~FHT;W0%nSzqJz2P^B!h;h zyy~I=&~UqZYhyaiz$#?Ye^io>sKxtC9}t@UO_JxB^YMHC-u_i9`1ro4p+~ik0i5N; zw=ZGPck{W;$y6E@#$rCbb~KU=cNhc`{)l_c-~65de^4REU>hGV=l^TAU&BWL>&M<2 zGd`|#Z

;=i}HXk?<9N8Jrv6X2_^BSRH#z!g_*6WnTXj#c~?G&XF4j-jH>hwmCm? z;bWu4{-xf&e4JdL`dv4Sk6FFWVaDWon%0J^gUk5PKVrwXY+*3Ivgq;Dy$o!_r?0!& zMk9B{k!iYw0gvtua@F|oHegwGp66qD>yGM7!sn;UbT6K%7l+kU&N{$7x1y- z)HcrwHiPe9&r}*JGZ-`0(^_3XL*1qNdej(=6WU@PCQJF~*?f&V)q9cQ)TSe2;^T;`M9x`~cipKZL5(o9SkbS4{ zUg_aRD!PAb4$=EYEVdK2*aSjcEck}ad zuF`0*bMNq0q2ZIi++r|_hUnJXymhq;s-Me;@;Q@vs|OkAL>!&9n~WuF3%<&Q zFxV#Ld?NBViKo1N&Hb4Sl9X)hN;7FB_}*S;ZbV~6@4}1hIvV%J1-d4M`B3Qbiu_lZWJ=8{EHp){;DX(eiehX(2K zouZaRhh=Q#R}y@jQ#Ris0zTTTtwRckUa|`H4Lk|gM4ag!5$9u?(rvxF4;lPU*r4g` z$H1g9m~}{kfj8wlCeTM?&Ou>=W_dpB+vT6v`VpOkU(ve1laEsmeSeCS?5f0 ze~gnmYSzji<=NqDaRm$(KIuMZwuOOSxG?W!35~d*uPWDP@xkY&swh&MDk|K!Q-Dx|^R z`PJ*u402xS7P*Jq`MBw-xH6RJYg(s&U7#)>;Wb7(?-Bi+9d(|Z|BS(bb*^kfCkF0s zCa(sJ(vT6T?8xw;VX)))RYsV>#Pgi-H$(?Qa6EgS=qhD_|FR%5?%7#7eF+(>pV!rv zCu75v8gJ(jofw~8`ZR7QgZ*D5_I7sD$Uj^4@YWp~8xHH4x=$s#+@?~fY(?^0bj8X) z+xbu|UvK$oBRRh%?986EWS)%R7-OQ7a^<7>6DbTVLoTuch(6RD+J77lC%SDHH>mwW zBSY1FKvs$mL9<3${0twvhqQ|aPV-UiVK}EekPma219>eLd|Z{ApO7oShx>ysm#q_t zK7!9*pS_O3JIe#NQ;Cl(EYn`Lw1bApq~_5mA>tQn_8i{t#>YP`_gP^?A1uLj;?~5E zu9kB)xskEo!jUcY6ATik{(9?X!JtV@R9Z8I2Dkz~8|7%s<2X&B^k~%n>Mu%aEySa3vYpbOt1^$uQ{*L&`E@jnd;#V(zW&CK0VW95lR!rqF z7}#z2(QglfP)%-UNDmFWV=l+<9-uKZ)kwc@gH(d=fW9CF4NXqOlYpPTx8~OG3x4w;6LrDi(oG(2WZv8z^^`_i>7UO6#E*JH50~AjVNjeZ zsU%MPXuXj2V@@@LX|;(B#g`e}>KW`jAWQP#xl!_H7!5-Yk$jdgjmz<;XIyXQ;gQ`; zM{{d(-err#upkD{^ao5`D=ES8f#=Am?bum$|r|!5OEE>T$$}-beT> zx#CV^R$XFw%r_oD`wL01d6;1-SD&xNpgGcatKB36hs=tTcgq+UvaWo*L>PG~c2$Ev z(TRpq@ZA9#j-w78Dz-Gl*BhR)9p>TuD$T{~op~sb7rHmOn}-GOZ%kboO!h0YbegCp zgZvHOqN+3)_+@AMI}`RTcXvo8`tn;I+D}=Lczycp(JMoA;&6BUe=Hu(?han6t<1yV zn!mx@>v(9jEV$?Wp5#UA^XcM*Q&v?dd=z6a+F(^sMs%j+c3O4tA<63*4UOd&Y1k|~ z-^csN!`n@})hkkYIC0SPeWC#mRqNl#e)XlX)X3_^8)H(>7DQ|x^=5F|p7wiljp!m! zPDYN5L-%yd)!M{hIOohu15)q4%(q#gx}Qc`Eg~-_@-UAdKW7=Cdb`;&-b)%^ITXzA zFi1bHFFcgZpiH~(O$_12AF3)Hq@HzgR1;Pa|Jr{}-||)?sZ;q?i*y%|^Vx9er;9%i zuQl&JU-_1YTkqHg^+ZqCP8n4ihmq%HEw*mWAk6-^Gvo?`#oLwmbL5E+sUJzUB6>P^ zqgC}w7V+6aG3LJwH2Qx@UR8_bLDJJRb=@)sRhLel+|}v&5gK5_TQy zTizSY;LhcJg`P_pRL<|TX-KE>ac=RpLqarE8vQ2b#qjXhN=m6Vnum!e5w6M8NM66! zIvo*2^8Mbz&+7=|m){ur7|4LvG+=CXm_fmw^mE^;X!zd^iZxtMW6+5kqSehquh#bq zyfZwQJ!gl9_i}L{UFz8n8xrrf*$c`SlXaSi(2j)Wp&F~62r%f?v5YdKX-qfVTJSlM z#`;5t)r53tJgBQ3SRKK`g}~2udPI3Ry|D7~j2;e@oWYa}R!RAb z7}TmB-#qspjg9X09yiB{U;7QqPa{6`cF@XTt01Wd+WRL}h(3B7uI;o^AaO|j+4y&b(BD+@X?)_e%>KQX zhUE^H#xqWM7oE{&oEADY+vA$hd{T;vsydcBV6p;Iz*MCgk}? zZlC^&5<1DUl3pk8(%*l*Jar2x9+KvV zAN;Ic^NvV^BUQ>N%SQDSo@wztal>^D^ zx5NITKe_OTe7uK!kc*&awxS0Kja)l^*?(zA(5D5GU9ntn_vqNNLV56!_ELID{6^)_ z%Jr8BJvQhI1@n1GDTpflPU_Q8^t=wmd@eR!Wl2@KaAC21ys<`*iw6JAX}fo~qb|(z zjK`;T3>9@t`^b|xsco_pu;XE5Cx7>QIUb&fUwfQL*lhmt>EGEr%+C4gPB)BZhkuOSkk*bCgXEv;j_pu?v_jo8nY#$PCLV4>is?wiCx?v2BhMfUB;t~WhoqsE1yYVE2~RW5!j8p*~ax5H-UE}qWL zb_iX2-(uIpL7MCon}{|J4y!ybQ3~QloRt)cd)o z9j^BxHe~H+M+X1Ejw%wrjd{IYw<9<>o<4cbr12rlW(gVE-hPNs{ZA8{AGP6xJG;?s z3I_(WXP!UjO5$=WTx3TA2QHt7u2`Sup!H(RQ|fA42AcUe)ciHsF@#mUIDYXJ3Y{qSRD;POJ!Od0o;c_NGQJK{W{#6rK zRmTTN*e@5_{JIs<>nAx$iVrY#pZ+TI)>a5eJXvLG(2DBq8jYvOd)H;Yf7t)F1;)3l zeorR1z@&QcOtn)Bk_4>R-T&H*?^4A-(;l=yZstdqxO4ZBuJC(HGifPUGbH1%_o_jNT^5}v~lTApwI5ISkZi0bbiu?iZCaC%vPW}C>5uDXOT`sFP zVsC^=#Nw}PsQjI)8@!K=tP`#}^%HE^ojU9xbFdMsH3}V!-ZWx)*^$%a!Aoaz`-wxIzZqE4m=de)=!7;9Hp z01H-Ahqe#&)I#=kyZuX{I`9;I1Sh7~!&NwD4NJHl+Qr)_u@DwaUwz2kTEar0ykDtI zLLJ7J-zcxYT#NEcU$ru1YcbvZuZ^{O4P@RuHmo17LV{jtc)wsRBpv?M>PgjMwXjI^ z9m0KgU)VEcwaAWTR_T_Lrb%VNg(9j3Ey`0~7Y$eAb(>LSK|&SuqiM_Ey%p$w&XLcv zuY&sL4LJgSHE`JSbW^fQEmA5Q<>si>!Z6!fuu`%H!kOAfHl3`7(caW^Gw)R4l!<%q zmx)TaReHRN`(A;uiV~mOg7;wh`Ds(qyK?w1bd#9wSBX;F&wH75)!5x$_T`**HO}|W zHIC4!Mm8(%#S7&s?9&n7<0(^#s7=%pq4O13JLVP?>U9s#XX@Gxsg>hE=3oKmb18-m zrX?hwF2|tMp7&D}Dv*)AedC%V6?m7U%-MIm0@kedtTLerwAm@HJ$w8fy6Fk^_mSmb z1%8=`UsZ;P2YPt{YfEvU&kfVr#RzQ9jf&q=itag#Y@tmVU}&QAe4-5N9!+y72rYww z#+Mk=j#30y`in)6mtfa+Q+sFS5@fw&eXUe4g5(sVsmfLb&hMCA#@A zTUyG$e!LiNf%2ahCYE4b$6|$w$YSiP7yTOURs^xd)*~e|3Q<&^7S^yjA1hK1Q#!J_ zpd9)*BUU*uoUHU-z+~Zu&)iSx))|=hcy4MPa|c06?!^rixd^(|7pHtV7q`7bR_{r< z3nklGyKdCvpdluVwSRjKDjPc``M%j0^9tPYlFGn9>E~q&j-*3??n~Zim4bXj3n{hF_?4o6rm9J4I%uV(ds_n{7ZEBC4E*zWhkT;1j_XSN}AKu00yEkWR+R8?W&3Ks?rE z_v~v|yosygQFRRmqTzc*K6q$fB&K=kyz<=>3F8}2W5Z|P!cl`$rI$UD(A4@;s{42n zO3XhB@u2k&w@Kf`y;T>zhVIAW>T>%90@`sfPTHksviLe!nMNTK3Q>@7yP&Er zAA-Y~gJ*g_20+wr)+TryfP;Cnwn<|kjQ+dsJYW$GhuIxrd1kSgpK#QS`h6WiS5_Vv zD2_qeoP*t$&PQT6e2aU5^d~FSQ=?Q`OQ!>uNh6uP8(YB@gG^exLHFz0-f4yDySQ$;90aU2rIm@|HE;`IyS18lJ1A-Av4< zszqjLUGpxWEZ;wEKe4=!N|?6ZOJ-#erRLDFSg5;*TAA>>f3IT^CEF*kzveW!vm-txKBMA(lo4dq;FZ;i*xyz*SC{h*yq*wH+y*HC(f`B)z1 z(xm<;-9DcZ=+Ql!qLfP+q$r5J8@)qi%l&7{`khVvT%$C8N+p|O3_5e3e#oL)2D(@5 zmCB;JZCceL>a!?^vt8OhXJ=D4u7(dO_hwW4zc=Tr>EEHEC6rnHt23y<$L|LMxT(~V z+vW1nEy0`(vq*m>o~viA7VfIyUa;xJs?Opt1DhjWB8?w&O+u=Q4Gd z?mgp?7(!i*E^plL5lR&pO(Yx<3#0bTIVjxuC5pONaNwcF3qtE!X6E+|hvU89E-&3zVK5p@4Ar}P>Hq(aOZ$zZAmTo0EdWwLt-rP>0r68# z%yd4Rj>!R=p^KZ-F>hf0gSSx`_|LZXTWDN54n-(2t2EOPlB(Vwaz69|9CR^(t=oidE0O4d$*d!&641WU+P`CQM3=hvt-6?+A{9u zbG8IF754@AtSP}hn=w5bkz$;C`1p`xeJOOL)qF4BDo1$Th~5sPd-&|HCz81L9!i2r zhn4T&Lzk}a+6qd4Qgf3pFf>l(^rZ` zdrrw}&bkNh9^v6gg9?lkU!QOpr~vQu?Y=1GN*LVSnpG@ciR#ZMMN!uiv6d zeET+5JvFET@6Bg8J8M>;VXR$DEae_f&W%`YTu=c~{rCTVRaU{rIpc^ZuNpQzynF@H zm+_kHCC964&=tx2{^GWK!5BMbvC9BvbMOwG9vxp`tLy^yIH7Nvd5*kg$1MO0n1zzS;*}DQhm9! z4sI>cyLDaaAf;)ht?g6`me70)UVjZT0)vnFkv=nIS>j>o1NDgUsAG*BYru@IvLfH; z21JK>zl{;3;Iu|>Y388@7~Zu^I=!nNLOoCB6pPeD`xBr-S_Z|YDm^O{zP zX&vr8P#zT?s)yyvHCICZG~ki1j+5!{1}Ip}fBE1#g~N(>l}CssS2%fx!9K3P82QOQF8+y&yIgbn>qq?08mxL@1ybh7{(f&q(`x-KC7yo|Be z9KuIb?T zU=gA4bkiy}2D#D(wL2T(B)m>+?>+Kgqc*3d>`^1EZtOLReAr0lH|I~pHG&^$owQ81 z5q55MXS_z(kP7%VEuoN&PupimJp053*XD6RL~0Y}*cxnzl4?eghh_Rn4f4PCIMg)% zNHg$ZLukW|X4r7A4;-^=M*p8hOIS~vpcb(vI*w_=rO=&m-l0v{nlilkyL}U~dD)i> zJ~tEH#@DHKv|whLPVDB07Dy#-T#?e>f^Q3}O=k03;JCzm$V9vak*T6$$(_yMUKGlo zy}ub9ceXpeebxjm*{RjX<~5Q%Jycwm6YYbCqvM)Q$8yvzjS-&sOA@3J9_vYK4X@=59(GTVYO<4Rb_~hyxP0(*N zp(Z;UvAglYpOC+7G+em4VafC+Ot85D&i!P)CYT2(7ou$uSvhycr&t(K(Bat=!Dl%|sXRH>Ss<@T~s}0TMsLVc(Jf4 z(8nV_pbm$eF1oi6KM9QSH{E-*0ZE0w-<)c$ht=`PwHH6tBTm!s*-Rgj*Hf#m*2=OV zUG1>D?p+;DZa6eAY)u`;G~514vWY*53bV3rR6)V*aERQ|O896fIc9cLjfnZ2*Q z=XI}puY2#gM#zXH*{LK-B?&3~{B{0#-}m`E=lQ&6JP(zQz1rwSh1s!N)_De0u=QG+ zHD{;5<+PdRtbQ_RMiiWvE+>K7p9*!^1tQoVv9{#=N(7m`zS@;SWT1|`x}cj%hVz5> ze#`7313TY4iA+B-R4*sw8#j@l--E|x#-j$ZXTOh@npH!mWtz|57gew~`glavQU#E% zU8t^qUJecs0YVI+YPh*a>(~!fB1D>5@)>jyVW?uAiQWMsR4_&Z6z^7pLSUCvibWOt zwEjV#J5>ph{#=VwYGsf(Fg%!~UJPFpI@MY?7XY8);a9@D%fZ@W!7T1TB`E!KKXziF z0;cYqu69kW09NLE(!jBD=&8?t-aS$R5g$}Pn{pR{4jWr|<%WDnaA{aoe~}Hh1hTkt z{Byu6tD!$~u>g#FDndCGieT*dpxIf|LSS8B<9YwG05s>-TireLVAI`aAIHkGp?hiS z`jL@zPz^guy>v1K#PGI7|Ls(G|1w3U^J+F6OS*PzP$(Bf2s(Sem1M)l#-_Okq--#C z_2bHv%LEy{)qBxjQoxJRIGspHgzTs%4~@3PfT8un^N&9VgIAEtl;mm(d^dRvvY7-h ze&x+jA`qbW_4({egBjo`bSNooG93hde_rNlO8{2~1?hWn&!B(x+T^+UP{@@@=GPw*?l>uM^7h#`iHwOdzncv%34a>a4re%pJ6?Y4~YY{>W90o z=*B?!)i^a;QV@v!p1yTZ%@0~nrl|f^a0OLGxkKl7Jb>fFuQm){3xb;M zeVi-jhVEWRu{Nr9K%Nauw(MQHxcM;WAp~yp|&hH6#Emb z67S)LV@bXu%jezDeZ+zyJM4`bmP<)i79rR(Ai3n}AC0v+i$wanSY&zqr@Z($35}9} zA1CvtqX+lu|9Tm*sAs1V+(L~)3#rbxnL8p-raRx`u0}LYpL*<&{puN-+c~?L1;pVd z5&jCV&57uH-6hS)AqAaV-WzwnNJqsp(VK++5KtjdZ)7MV86`q;?|WItZ;z`w??0sD`Su&5Z#HJ3)m&+a zl~pQUa=x4+b29<`-b{JF7L3QfRnEW3CJAV`nc7gWEeR$5mR{J~oQz2(8prwmq$Asf zSJ#d>5zvdbMSs_hY;4dk3ErblKm(qWX$H$l_)4sT`r9)WEoGcUC4FLX)1rCPLzQ@J z%KmK^;*)^CTDS7O;Y~*M|N8n%O4IS}Mmfp#H#70xO=i<$gDiaXS~|v+D-BgHx@mr* z#N+sek>yt@u}Cm=l)a}Aiz=;0f4<<0L-KpU-}bJF$nia8vg7_*elO0+FSVxQ;jdSf zmRvHCKY@{Z!y*giS#}2hwq)Y7`VQ-VZAmCYY}9$Q9EYKs-Hhak33y(QSGA9nfQKn* zWksiwk)QCeb?k5&2AxZ26SN|rvRO{f@qsL~DRpt>f1i!>TgN^n9U`FnhSspD3(44T z${Vrbl!Tj3e)^)eI|U<~)YRYjry%>m0lx0z8JJE=eSS$X8@;}`nOttqK{lfY|2%WnW zmWyc~6L+2q6yPIE?WKdUMX1erya^?`mNI!D_( z^H$_z`5T#3XYN82kz?2V-%25J`*PoGWE5fZ*VDFY?j>l@EjQjkgpn>|BE>g5`L?&AUKCp#t|S zzHUkmsKiEd4ao-?Rk-|z{r=9lDzuDCK0rT8M9cjR!soiH(Q2P^R~~Z>SL4(~=};x! ztW^Fyx_0l;iM+IlrfSU2-F@i~I}!B`S~qTUA);28a;8CO4IWlezhbOT!t($4*(!gN zki5X(^-iY-wYPQuuYZb&?y{8i9@}crN+V0J@mLMc@&8OyjHyBS62Z5lBodaCT=>Vy zK}N6R&-crF)nc>BqqJ5&3ciag^nKb&!KJa@%!cS%EHui0+S5Wt0>|d+oOUwq$UGR8 zX|v zfB02cXg8YacsY}W3xDSy7}l^*Z}&WJQ7hugU|skYWyB0k-LNuoM1%MSEr~@YMqZ&M zxws*^va@YH(}8H2K{|AG9}6Sa7uACW3-gWsO-yF9&#WETthrP?Dp zSD2`#IJMKVgo#4@%3e*SYrLA|e@`c^@f1G&et3Y1#hdr4)Ez{m7ktyW^b~RbJ@MJ( zO2oI>?Ht;BSU6M6>Pa9mk*?BomA{sOn(V7S#B2sCU-7Rqxx+wLwg@vm+M0gVHbX7@ znE0?*@TEu$6OH$fo4!sk@zEkzcFq;Vt6%mlzLI7lQ)%3Ez`Z8_FYNB$!3^3OXMs69=JdmY3;i6O>5#tQ~^`+OR#;bCH2qv)oN zP&&>8-mp39REOGy-25X-b!gQYlzfw`4qGQnyI4GHaVN*qDa$$}C`m8^uA$TIx1OWvDZ5qYWCX1UQed3)yK0tvBFeTXmBXZ9;V>;C|v^% zG6i4$4RyOtr(pCz*u^hOR9t*yaIMUWis9!(Q{wHZ*gs?Kp_EHS-R)Ly1)5h zzg$R07CT9)_8|%L{NCsjZEMiknW;$4Ct|k7vVr?%B94kiN$7JB(QqI0cY`Jo?<>tR zB2tNXK9c*Ia1#;TWTa>LIco5Utk1oa9W_{By*J;Iry754Y3)sTT8X7En00krl^FV0 z^40v~3JlDWIsMnG9DDf7g?>6zAZI2y`tfoFDw#}0NorN1_?PSC*~m()5FEFmaaZBx z^i+{sTg&jt>8n0*Ykg9yo^jB=wGiEnOIe|>3y?B>r+UlwLbS1cs&s`_h$q?fjz4uM z!pD9}72`8SX#Owi=skfF?5j>Gr>hj<4hJ_Y=d-!E|5Q88=vNjdrkOr}#h-;fbCwkb z4w<-m?zYou4FXCkDqe0QWMN>X#$c~P4yybwHG3f_7e8Jw2+2sx#V}8c-pQM(So)`_ z^!>Luoc+49Xr(X~W2bb^ZvGU5>(i6D;?rZXd*nuYw_E~hmz{5YK~BQ9YX6+t;#Axd zys!5DSQ;9dPwuLgi^6`p#G72F{W08(CnWj5$5=>dU-ek;f(OQr^_a7{qgd*P)@uuX zc>Ar0nUi7=vYy+BeY_Qp7N5>s`*1xPXH2hIa1!oN@;Bf_-0t@}KR96a zgNThW&@pk!@a5S!*wG=s-o`2(IGt@H2gKsQev4x8dzWYM{+ub-KJysp>6j_|IvfI$ z#HPJ18$!UGQug8YnJ^$HF^(QFPl1QN@$;{{GU1TJ;XfDN5g@Eqe|#b}3kF|Ry{5h- zK%CUX_xLsfxS9&B&t1xZN{8;Z6~?JB99Xu^_iQ4Z^xF7JuQnFk&%C>5Pka#4<@{(wfcvEIN&n0YaP|Az7_l)AcB%NY_zMakz0{GxO)LZ{ zm6G`xRuNd(ZeaDe7JasKrFBO{0W_riKGo}%4-XYT%7om>12J)Vxy4Jl zu&ljYtUZS3S1$Jt@-l&(0OjpTnae1c>nNprvbawyOHnTXb>E|@zd&^I#>yh&TZLN2W68x zB0fE&!9%f!o%9MSct-UP^a)Tw+}bh4S(*an3#lH-L$zRhhOc_^91Tt=n0fT^*TF%{ z+CPI6G?@6ByL;5A4z$R8>_d(;(AD8q&m~I;B!dFI zB!i%P!?jSH*j*IVMTTd8WeN*#lcBlOVkRMj1TII!-6h;f(9`WvJO!p<&tLM#!nRJoa)>hu!jPsR{EJ)LA6l6$zevag$$pwCsq&1 zk-_|a_x5eC8={OV}1uenJ( za7|zH;|FCq+i380@9NXQ{WN%4ytFsXn+m(#&yKceQsGbD!ULo3I`I51Uc%A9fU`X- zCY-iRc;&IhRF27nEBklwby_jO<0fX5^Dx0hrcicSo&kP_;lCQ^=uoyYD_=cP2XtPy z=kn=Hm<;4q;5T8xmw4II(N-34&%NLCd7cG7vbsKfmaPY+JEvGyBo=%~X8Y+_!vd%K zmA$*pvp~MRpCT^Bg7&u39`A94O#8FK|KjRlFzG=;jCKP|^2=&n4{v~_CQ{FMb^{pL zj$FB8)BwNqZrRkou7^aaOV!~Q>cK>v1p%V<;A1g;d*5>wc(yMvcFM3oXw&X)d*ynt z8vijB6;ls058`g7_SHlEXmyfzY&}RZ#VR*?)x+D7X&c!^7QBi}Xe{qwf#hrS)!Mbj z%O#+;I}{;F+WakTfB}lf?nJDODKK~{$`{qc0$!d*o;P1uu%&RAH}4w@1nEWwntp5V zy6VF8&#*w-b#9*?AHsnV8!O#!3~-hF`%TxA0Y*Vj$^#njR)IdsBcQuZB0<{ng1| zDj`wyVz;VR1sH}({Izqa0H=^Ae3LcRki(Pt{sVgr%-_lIU*aahRj=t$bAf7D+L&-VJ3fqFbo^fl8`5VrYh;o?~gOZ~lGQDONomVUoK^K>4( zBJCj$6}C<`>uvmumrBEeKQ4^Es8@{ckt0M{s9pOu6>n6n*gon4!! z`N2QdUCzvgJvOgZKiXyiE=#tjxuwCv>a)+%JCi_npv^0_GX{1_iEerAqKw0Y%k~vjD`O6C9Mx0@t}EoJWBUjEL7`v z-+O&B8pPaY?cLV}1Lfth%CSBd@ENLXoJz3-^+1cwlNFAr9>>u^Ni)aj6{983Y9DZK zjG9+WP(> zHW8&aG@1KjfO4m}RD1~f+!bDzIcSdSRCN`alCOc-741ZKH**-%EjRjn^d9&;9&+2% zcO5F{PR#PP+oEUZeI3;+0chy+%-JbF2-T&xInSF$;fA)*S20^+k=G(Qv*}9!9@i3n zp-g^+?zYvco{LY>Z-~!BecTT%nr3(F{Eb9qYPj~;n`g)ue#$yXHy-E$y}=hlFF1f9MQJt~?$+lSIZw%@R?^ zdn71-ZEroCX;C|GM!<6y2mOszvv6p0No&7UE=~tXWn-Y~s9JsIV>> z2b28i{8FiC>?>q6Qk#PP?)%a{4P>HV_r%6uy;-=uW>lf@LpCnIETg(ENdnsd-X{s?2^$vjln(pe5;WaHu<@mC%anW$%R|CTX(I&$~tO-CoE;g`>8 zye)benEk~pa^(R5C0LGwG)fj?v`dm|Zw{{N(OU%s^DzH=SRP+(9y-3}%hB{8pw+I@ ze*QP9xI=^I>9(kJRJOaU_>`Q6)Bz_xegOiWiTd!={cjfb$v)0Wa_Tvrecp z3put9{iv$U!QJN;wg?@}N2Q+b`Ln$R_^DcTpQc6;N)E+79+J(+O5w>CPwpI~G~N7t zz$FKnZ*&!xH|3yew5Y7KcP@^0ol)vz*#yrd;e3GQu7T|rmu&06#3o-Yz zYjDcPA{+@6_Fvdlg7N=K3T1;!@qE@}(X+z^7%+A(O|CN!kIudIF4>Te3c@cgcJ=2Y z5AP$H3+@GYykdi$>YifcBy0%`o-M`+#od_=|#53}@?Cxh2V*il9&*!PdSVK2?HECRiv&yfVwTb08pqquNY?YY2@I2t4 zR26dDO-WLEDsjGig1hB#1#(~RYI|Z(hLM^t`V*bYG19DS{OVjedd+>?w{u+;b{_Rf zuccI>&#Q*%Wcz9qysAC2QJ;u$4Qv)yJ*&}6WYUIBwHjagg*B+Jo&Q&tzbP%J8XHWm zo}?3rC{%lSa>Aqr*Kg%3mEk5~aK!ihU*41O4u8k`Pn~2m7`N{i?XSVThiuOX_0-_Z zuDFhD5(zi_y%mfuBn;m_G&^rjMt#DEfQ+-X=%m%x+LK5@J^gFE?^~&89$weora(o) z@%ZJyBnl38Y4zHNQZTG3yXUnC71ojDbj7Ja;(Sd=*QL{1UgXn1RLA>G&p$_S~M~D~X>8SL?!;W2zj%?+Xdt4sS zF?Z(6sGST0lg_S}V(~K3OF)Zu#ut(QcXway7^2|kU3S}fSa|P{zk_`@6S>0+_zr0^ zvHO<5FW*%r3bZ`pmorBcv%Bb_$Hu}iTQ&(N1gA5OZN=wv9aZf3f;RNSBK+F4;8X-^YM+ByJcAzq~84VyEqFa4?U?o z`V;ZU_6$FHeikmL?!4@)%fcTi_F?sIEIc^Ko2*{S!rPhFEVVusmaU#>Y^-Hr{@J!@ zEgE8W`15$6g^3f+ix)N5^6hx^+Lm?|QHhg_<9iXJ@>!WHlPid`n*xRh zrCDeYzKOwimxU#K1Ju93LJ7ZIp3q??UM$g2(>=TvwbC0N&oj`y?(v4=j||*%@?%o; z1Op#36U>&Sndq5Qyi3rZiSjw3HE}^qEdMBL5-5(?|K`W2&LjgY3TTZc<(k|L4e99U99^z{r<6r0u_+T{&NeruAg4jDvKvp~wGr z%Bw>SIh)JZ1Zc?G9?MxIPsOwi>KT2qR2=nPm`)3)ARDXk{pG?TP!_ak&vU~j=}0<66$E|)UA>r;nh%l zCoe!k;yIavxwlC;%=T`VsoPrpY*4Y?@{EKTSBm>Hn@ISf$cNigl8o$&A`+EmMC@It z)Er!_!toSU4*$w3d^stxi|AE_UW7flmp!X+_F%V<5qZHTwojlWit`McMey)r! zA9Y)`_b+YAL#dzLnrvCQIC!hy=jGd6bT;Wx`O2S%AI@JnuN;(**Gs(;0ul>QcE*w~ z`&}Wr-;gRba?M7A)x#N!ht}qnpmDILLpnO@ZR4<=NWp2-qs>wo$!Iqf_A7`x1$UiL z%wKHIz$4k~j=jhyV6jt9Yk+$e>Q^-pZXM1-J8`)?y>)RY@LK4>smO3_T4@ZwaV-P` z4|ds(b_L<#&mkpU--0n=OYh|?lF@jcmTKE>7>lBJI8sWo;!%Je!o_zZ33uK4H^&>2 zh-1`zo@t3d99J-FpznWx!9C>O1p^1{D8G=Q!sCcKKN?GG{NQmRVdCK>?|L<5`|le_j>sy+{ftu>gCjbyMVS){qU%hD`<<`8~bnbg-VgG zztYk^aQRkecqx}XtmDp`nmo1_D}@#qT0VDiGFP`^koz$%zW4p8@y{EErcD2l4P!w| zKh=?)D-qm*Guq)s;@bW;uS9N609VHCu9i!2u;g*h;rYX8@H@T3dR{*qrnUCChkXqI zcCR;9doG266o3D0qir%sJpH_LPLTjkQJgvncL=cEdYb)~NfwOtnCx@ENB}vRR!KYG z4B%yPwW-}pg9LtM@X||$@g+CQEzCH$PP;2orjiV0A_+@Wxh(i3a#wo)`dnyv_FuKP zS1xe7_|>ZZ%Z2{~0096043~L0RDBf3B~-GMl(mwqQP~x8RA`r|ELpQ8m8C_cMaf#( zcab&wHq0<%X6_lwAfiZ-N-4ahND3wDy?>qOKF>Y(EWh*lp5NtvX8~IOXn7CO1o#EO{@TH0>lcngbN^OBDFKDuLR^DD3~8zT>LaSsd!FJb{%TMRaL3*_QRKmM5C~1%UqPVOKn6GJ19&43CgmP+~PEH9-y%IJP z9V`LobE*dZI+f6Dt{>tkOMzP77mM!|P@u{1MW#*;1$J*cHENzg0sYD;E#9RRApX6m zZ@gFq&9>d2MGsX$#8l9ccdSZ~N%M+3t6T{+;(pI$T_~{a;OQU5IyGQ*tdQ}hxdy5) zq|(M4YoH=)Zxtn@20rkb-3;4Y1Hwh&IYH^w!1{ORhUBGcAc}vbHKtSG<<+Ue_K_+G zp^e@Q9Ik??1AB8k6KjCl>t}uP9Tn7g7P+b{ra`??4dH%}295<&wsEhiko+Ij&5cHd zfoK0Ybx>;HklsTd!F4t8p9t{$yju-&o;*_fdnq9E+Nx)#bPYId%X2jLqQUIcUxTo7 zwUA*cdu;#NTG)N@u*Q$rT990xM?3SI2DY|eTF>sF!4+3OorXdx1X;Q@x9C$r*4RkS zDX#{0s%9<|`ce(;qkBq??$AJJppxq|R||>D`Qv1M*Me#H=d`-rb?|rd6i?8uI*@sD zIKyYU7Od^3UbL^Qg_luhmlzzQ!Nakwza@vMa5P$e^jIntY_t-#Jrb{j!aTD~NmDvZ z(#}*F?4rYxqc-YPPdY4M?+qbII)s=O=H7c;2gaHoyc9mxf=6XR#aUm{PUlzpyrekUmk2=UV`xAI#p$-~8)I5$oRS#ne895p`OsMD@G(3NW2?tgEi(M}> zVW7=n3%$P{whX5afB4FPxU4M+Lp3!bGjiy8Bwx_3gr0GzYm9D7NNX8pJWHWVZglFG>5zfU$;x3ECC-Q{f~Kl%Ljs8&9W z3EB;gtsdX%L58;MtQJL794RYr3JBuE78e#rHPneCXivQJK9#vL4zzBjtjC1+y6! zd=6}3Lq@vp+bcKNu=&0b@0>Loa;_c!;WEI2$p*I%MWe2l=Eyl1 z)Tv4ja%W@~6n8)~5%RK`4zP;Recm)C5 zi#z@lve~dfU4HF`To%Nw+P%8*G7H`tirzAOLFTP4=J8aH1=NY)M<=HUc-q4ABvG0J z44pC))7J>5FQ4W_D03k8V6VzH5f04VS6=t+ECM7Iyv!IO;O8?>fdhR6bgo+ZX!k|} zvRB&szBl54y~p}&|1Ax$f9zZJx2Og<8@wxOLsJ8^D`l^jqBnq!kgWCdvIf`_*wy>k zr2&xE$N90U0Yu`t+jdTJV5U@2K#rh5l!Gd+I#$+RTCUiuiy@?ZGs8n@I*JO5w6RA zO4N2}gpje#eQJi0_8}*wtY%p7mS|H9X@*5T&Oc5WHp6bd{A()lTm@k_OZiO`qhb^s1`)%up`;rZhgxCg z;P2MmH(Q}+XMFhAtg4AVJYOT2eBgObacGZfioI3BgM;Iw%Y_+?s@=hZcWd*i(fu396!?Akzi zAJ72deVz6K(hb1;n%no6&4Iyjb{pHE5qRIwO!w0pVR+|C6lAPj061vnU{GS2oOu=m3aD`1z!0BmhYkwJ_)l= zd4+O-qr2>tS{4VQnba$9PLceSB(5u7$ALxWF~{DYB|ug<&dV^F4QHOJFP~jt!t0w7 z^Xo}{w=t#*)pgc`*o`YkwSF_eU!AotVn2)I=<)cYn=JUXL;n8y`z*+6y!}?;A`8ZP z{dp?_m=H~O_&ssG9%4rt+#iZF;3~c4{!Vg_Y(FNT9_3RD?P?u~xtC}V&5a02xj=`? zP|9t=R0eQlKJ7C%XMmn*O^>eu9nSrcv!1rD14dTq*k6TO(Dm%n2$-RQrNxS>HccuR zT`}As$6Et3J~{7drzwCjE&{9f(cs4*MXrI22$1&s2a@2xHj^?<%Z-VsYsCG7#)5 zu`jPEg|O*mvV+;h@QN}Rvhj2Yd`a-ze{yj-xQJa`)zw)JvzmOFuWprrn9!$~XSd5> zy|BdT+AqaW7`4HfDN_g;eb&Rn5(UtjogXHaRsi!><@uFUId@}-YJ&t!v#p;jTBOKY2dtWf}G^An+${WuZSH_8Y5tcrz;spVC7 zyTf3w-kFT-rJ>;6!}spxTq4ZWxn3(cmjZHpdsJPor9kS35_R4CDd3fAY#{R?4kQ<9 z?g*BJLv~}KsG4ao?Csck_2JX2VB)`U=ShYo*q$7=1LaHL$0#h+UKR?UUM`Q$etI9u z=qq)DuZKhPqg`{_o9}>a@vh^ZR|A0O2S@YGZdZ6uU%&OVk1O`yzPPnz;wlQ+kGwq| z9*Qa(%S_KNx`gjRWo*FL8g6}+Ij+}Y0JpvyO`cq_9c^9tXJ+r&P+xLK{m{5xMFuADffaW*p>^NDWiPQgF&15y%q|rUPDEXW+wZl1ry!>(gWmM= z0hWn|#+AusqCsuAVnJ>!4!DYBE}9KN7qxu<$^3AP_L2M2UJ{PRca09Ju%eN2`fJ)k zY#jblHfd;XOU5Hl;+}01`qs8M#IyQpw-u9c-;|Zm+=pb$6p@(U{V5G^`y|x61t#On_T9<0XYOO7 z&GmS}*n3DdWad&QBXBIpXM6rk1ZIdX3+hvhK^y1nqbA*nIH^@8mcNjUj-sKrHk{b2d^!YCOICZxTQto51ah>Szo<5K0A z08gPP6pC$Tt)a$XUHsqF`Y-XQcw|!$dM0BjXO*Y&zf}C`_FYg`{voRFK6|jTHvum< z1)hs4jze?ptk&%gvADBxh02gqERG+o5)Y-s;m6_?H_aX-B7}RTgUY!sn#mY*aZq zx}DpSgR^q&kFGdmVB)tMt1}AIF}6{C(_N=DO-h+j=t%}g>uV*TAUop;_%t{5?J;KthZ~xWo z%*V^pdV|3p`FJstaBh>$M~xweX91#*FhH|gH_)dL1snPrwdYH)phC)@|4=!8n3S@} zO|Qg)i=i3!n<~)o;(m&fLJ598XE0DfDMDJpdiPMXV%)fTP+DKO1QTg2&|>&kJk+#yCvq5{1n zUhQ-ZsK7VkFT;7aSK^%Y087NR3aj&q!H#mn-@RC`S-4?ZKEJ;45KC#Z?sP3sXfwgE*Q80FVgogT2n_1Z!ROH#sjl8sziYL=xmD~3k z{Fb~)`NI_|)&?A`?)*!|+|9|-lhrhg-pq-fPOL>0>5tjZ&FN@dOpmwF;p0D$Hzcp8_CKC z4h+nmKHRC1T901xTPC)xWuo^hJFz#*>rr6%WUtH)29CAFJT{-Dqt9c-)0?dr_)GKE z4bLD3maH@RR(`S`uNUs4pEhM8HGFyIk69*aSyWI4PO&gV^XTQoaTW@$s<>@eRF8b7 z-={588TeN?E9B=72EH-)`a1S418?%VeD*wCk9yrPBCq!_QT;lPqLeWU&HvsSa@fm8 z>83|?dNvz*madwJwhVa3YV1 z4&CdcB}SQ~J_l%@nq(oLNQ#@tFE(Zm@A{!O%f^G;#cA_y1l}KA`P1qq;s@(ksp5J9 zD`E$=X=ZHna;3Yx^JinpxOH}t6dC`?=C8hs*{JaC_0|U)2((|+BCqj`K)KiJ3L^fH zejl~NdW#Sf3`L69tmfeQ*#x2OE*uP2+S+Eb67jw6Vahe~`&*3M@`_07;C)$#_Yr~T zUwnCOGEd;i7RrfaG7qcS(YQZ?989LY^|L+B!68S88!^`!lhW@@fu>cI+QNvcSQeX~E-nv>Nbst^U%8>kYVZvv2*{L=Kwn z=Z}*84^f5FIkvM0(Y~&JlRF!+x?*|Rf;b1O#M&n8P00L)73&J`aZqQ*P3v$22PGrc z7R3y4(5X~a`y?2qo)Q($@H*mx>se5ZG&X2eC!f)=oYIahr~J+1b~Kbw7<| z7dCQmN|ukW&7Fgq%KSG|1Ic>B_yz@;9Q;$TMpMR6F7E0L0D9iJik3hr4Bwsl=6rQmXjg-U}L+zBZNS{U+kfe z32eM2(vj|N#m0Jt@b%GiBoAr)z6bxXP{hM&yyq4h3CD`b@^UsN+tsvL?jQD&GMm5vm#@6{Oc39Udh^zoBZ@ZSmDJ4~^ctZ*zm`VM zO;+|3;~fMV9qIls7{x~K@pVLTJ{ui&_-{VPWaDVz=Rx(qB z@G}_I;wSBmIk}g62pkMCa9mYOo~u~nx{-~DfBPk)6)X`O-=4|X_ZKl@l?7LmoWFH~ zJw_cQucpmA>}N@yyPCMSs}B*FJDe{ODMVo7pBjlh!UQVu6!Y^a5ct*m+MfeO1U_k# zQ^j5ai}=yRh~!T0i?)j#IfozJKc>}g;UI^ym)hMx;7zxXCGrbwoY!S54Xq;3)L%U! zi>!N0Z#=@~9~*rlSN1NPBT!`f17n>x1ghi-X19_2Ib~O*sdkd{{qZvWiXh_D_xw!v zMmCD*IxF8&VPn3~?)dYnY}^$l`M_=y8}BE@i+0^%V-c}T{Kp$M3XC&GJ9NqUrlhy? zl6s{O5MVaA1JU5N;P_Y#8&x7!{GETv!jd>c6g}o#F%unqse9u4J&oyA<`PZv0_H)>%)U>KVYb)6&$3^3p z9ut@xyn~Z}h14PO8{D-`Y#d|~hX$Xr@JZR3p53e1D5;Ql-}gTjT1rbzM2fRXKKoQ$ zTFCq)9~NvsKp^$-BqQi4f%Ho;?pv)9vyXS_eE&k~#`^5#S*3_Pb{Ph}Gi;R0_b=EZ z%|=eFq~wu)778#1n>Hu2uuG_E|4MRiw0wTCdJ)NQi-=wR?h%sX$5Qo@M+po`d#br> zg5-8ni1x8eB;z$Fi;}$F730di=wV~dll$mI?9_vL#CAWCrkF>Fe9rbAfh5O` zx@#1QQ^~oxFr|H^l8tNlY@YI^vr)(-m9}mffjt7k=FBJpGxAy(@5woi4)HiEpM?1G ztznq*A`Zrwhy=?V;^5y&$JNwNz^S#~9$L{>V1!^eF;o z{9f?=kU-otn>{k(ix_raxc2uH$#wmTXr=)NFF3w5ue?U?r!_Ydm8Z!(EhC*lpJ=q{(_azpZ)Y zK=$FkZ+^O@Ufpz4-u_G$(a37z8;!^6LRD0)GX>_k0l`@XhSp!l_ThsEcQ9$d&Y=U{2N(# zaN|*oD-) z)b{?>1wWZscJr};1P>Dpw9NB;%$_wT@4e;0DUAgT z?DyzOo#U@Z`Onu6nH1NfeO{H^`2$Q0nC6syS;j=6HiI;&c{*lXWxAGbs>AmT-ELj= zI+S}(`5ER=hbBoy>1!_4q2_;@;m5wzVN!`}Q%wvVC8n;irHkm8qrXH0iWuk=+7x}h zgn=4f6>{ko^*HwHrrfgMb*QH%D_)~ii@Iy*Lm$r3P*GT~>bDvVYhTR0w_HTSrO&sB z^6AmgzW?a3enc&%_a`qF<*mbt#8y{Xg7oVN8=fkwL!sIs>7a2M=9Z{mPF13!bS$@6 z`&SJ{NNuHjJynDBFy=(lwi?`JD}JCefc)QhZBxS2Kt-WCvB<-QG)(_oD{x?%iao2# zj5H!>Sl5-%^{JhT?R|ANezn!8wqg>4eIzprX6Ms9AF>g}}-KG}o%)+K#Wz>O<+1HF#d=2oiu*E+*Q2}iR zscoBAs8FV{H=zn!2LG(=9pdb$@R0Yzo4E}tl$SYBPxzF>><8J=b^b~i;#f_8B3cbU z?QPU0cGrSHt815?aV^LxyboL8D~Iqz$@4Y}rEn+Zm`a&@DTI-Y2ZNtczy1aNP6 z;={fmf<&vPu>P7^_VGT{rSc@fA;k1|Q~C16N( z|C98w5X=+$loVBpq42ra??Gn*(0lf4cT5xEO6<4yufCEXXOm4$p}Z7+?2!u7UEIPg zXPxk-wE(msX*`7^A0FsJ7uio6ift)Qy$&W~dm-8E=ivJ`jK! za3A*nCW4*bO*@+Cq+Cw ztyr?0U&p{i5k{J$0}EAEO{nHX4!nF}FdCqk11fvuV>wrGpxiX&({E4!ah<`t^d^fS zYlK(vB833u3FZg&*GbTJR5&5IbBibL>dv}Gc(BJlosnST;XeQOJYTk4C{7nY_kJc9 z{;dfu7h4qoHh<^2=u;&y=AdDyf0+mo<(4^bdr5HT+`+^P(WTHi$&zP@2%xk~JHiwx z0+&9~sDqk?kS}$^UgJgqtdAaBo6;_XM8nma0<;oP5|F#@kWPfQ=pX%p!W39DJI80S zOaaGw3lDZDD&SL%XXBJfF#lbjc+RpAJWg`qy&|@FSRuz-uAC3->QSj4)O=VK|Mqpg zst6`AM>fC&%=p8jO0Ee zpH2c7@|4Q3TnU^?wd4@Y#6hHn^0DJ1SU66jI`7=b1__SO6f)#M;VCB@>)2dCt!aCP zB=ccgz1+DcYz45C=}L&_E(Z3J15W}UmjLZ}D7&YB4!Ga2T;5d71Z#=DOGnf*VcR*j za}RYh0e?7w>rylZe4`zH+Kp$!zlZtVwsbs*g%+xf7vzDV!-)-H-drFE4)6=TN`-^( z8+@GwV_-<&uJWzXI5<(sSv0O10}>^y#yR(sVA}3&m!)7jjC{BE?^j9%( zqIIHQc}|z{tGI*m+ozc|tAWrWSohaNAOg5`>k@4% zW8f*qg@Se^fs)b&->JD|ILg__AuF8$tL<;)IYKjmrSQbBJ^O+oGw#bI`G5yVu8(TG zkG2Kvp@!4(b+$lb%Fi4D7f{pBJpTX}0TCMavC5n=Ff5SK%4(Se!jEr9UBYC-VT{sj z|6VMl{*6d`FA)RyrBV7m4o{F=*gvPYcgwPO$9F7c_bOk-gD=^2L!;T%vMA{qvkVF6pZrjX4U4SfeIx3C?O8;+-nB*9smfH%Cq{V=wzPZTHktC=S z3mjb0$pQ-*@;=p&Y|yceaOo7ofuF&~_hl3?_*z=!Dvf$?L;gEMtA3b z)jvc8R&UoJDLW#VON{yi#S-9(_Qpb38v#T|)J?tFNWd%nB`EF!8TfT_6d$KkK%E}7 z^VJzD@Q;7hWHgt9LFK=x_AUL{`!3g=thn`_Q?3Q@JSIR$Li|{4F9CKQh@Rn8*~(*j zhu=Mt1gBytn8)j6Fux(Nd!GRn6rCrxIqxfjTfaY~N`IunyTfh~cS4B3Zr8KJe6R>8 zLdSBOQ%j(QPBv>jUkuc;{bJEsC6IPM;f`e#5p@0TO2+*mf%%?asXjUs=(%eB;d5&# z#7gfL$jzj}tMfu>s&fQzbNSx3NG^op8A|~zwL+jv_blhB7sAZ~D>*4%0%&GF61jJU z2-ghjrYD3buzqu2OVMg67)Np`T+N_@50+NgbE+J?Wi~`vg-YSdaA$bBDG6{gX1%)% zNxY@7+DCYMkYE)kr7$I~ z;~iF~muo;b)_aG3X*EQyT03q2r~xmt_LwZ4I+zZf zVORcC2hX;d{JwaH247t0&*-=7A#M2J1gAe8P7Vi-eN$=x2f~;}YGEVvTpXFq?4yIP zPZa)@2pzQlL}f>OqytMFrzH!H4jB0ld`XWQ;L56Jf#_fZ5Yg!xSI0Pio-XZu^2Aj-ErrJ9=wLP_MKQQtej(4XB(frkm}^+{$VV))`LP9QK%^~y&(A@O$ka*hIkc&pfmP8Sm-C2~5?{^@`#BI$F- zUv$8oPy9<TcbeQ0*VSXMhRTnNL4a zmzW?=sycf^x&!RF*dufgwS)X`qRQ^qZ4h{a8v81#4Gepgm|PldKsOf}qU~*iuDu>6 zhpgJb)Q0I?7|{mTHXe2mj%@!(ZG67!XL8*7}jpfPtyd z#rpAPxUyKivzvnfm$ntK2(dBXUAE=YfpiA!tftwRP#DlWy}^9T(E=7OlD1Yd3=rS- zPe?JK3Cgn_rXO8w1hGO3E^=%G^gFrU#JV*=%IPQp{;3AoCsck)ezF0uiibnPwru?2 zP@UPWcvbIJByHCSIICAH*AX2O=4`Q>SQ_LU&azwCMT7H=0!Fv_X^>7B9QiU;2mM(Y zBO)<0aFg6M%i~CcYEpCGL!iNf3w~~KQuRP{wZbsGYT((8&Me-~6~LL9y;m%y0!j_b zG=tL1VNZ$jq`rSS9PTYD8e^{jn}{N}zW7Rz?VS-A@~?!@11#T6+Nyy0))k}jz8a3^ zc5;asBa5{4pPOED@DEEQg3%%8xv8`g5Dh)lA5cVqE|Eu0-TR4PQk+2fvo%L) zlRr3aCXhg);QFr8_he`r#q8R~QVLGp9Ur`C6nObsd7{Ch09FK?G*1s@!vU!$R@lo~ zpedi}DyfwLkH7xODXh%`k1vzuDMTy`>lHgq;Basu;7}X)?K}u+UP?_fD}=YKKQ+9$ z2_P@9)?u@V1&sJn{ZEV}NKLC=G31N|$yQgE3v#jWoZKlJ@g)@0%<2kG+>VDm_|qX6 zk9%}-QMr7sMG)N;-N+1F zdX*K9MCI2r(9M4 zOGb^<(;D7YG3e8%-UMkX5EV+qe=Jh-M2#!25@%_S$T!Y&t;8u4z2r|CqD$qX4~)4N zgFAB(Rz9a^*F8KUCk+^nS>sTl$QAC{BUr@UTJm%%3WFxJbljCKGLa8)tsvPn9a$w+ zSWjzVkYjs5FE=qCxy?I$y#J;ctvcP3UU*oH`1lg+cl4H^#&G!?5AGMCXx-NdO>+fE z_#zeaw>}T;v>cNijm<@xk#&4ua`KSW+R`-{8zM4(@zYx6I|*qUnC0q*k&((}7p`1C zGIAo(t|Yx7p-VS)3%;!fyr=phQ@qda@Z1kN9j#LUt|0mPh z_qz-Uq+-6e&6Oj4HIcyJ=nCY|OH@3nU4ib90Agyp6VVzqwNW*`(&PRhfRQX8#xTO>gDdn2RJDsE<$JWuz)#WcBa6a;_GI9_bFZ;I2c}{2GoI@@r8Hsy?^NFkZQhAToE1B8d0Q>I31PcOpbiqPDiiF$wFUW zG$2zw_v1qHO^C-O`m14n6S624^RGG8jEbc6W`wUcBb5`EbGVN+BcT@xc)9o{bc9QI zmU~AN;-&A_Q%8-+1iSx=^T5);48J&w^Q(|3dLb@@$k{3gokcW`!-ecDqQACv@=_OAi zYLOfWYO-rY4?HIw4H?bo?)UL5&esf7T3{7tG|WKfbT@zJykelcVbfesq8X@0{Ws}M zS~E(()APjyn~}i%&K>*)P3Yr=%V#lH8<9=+*B?9{4d_waT{n~e=&16{dQX8~6Z-t( zKDSeSGx~HiI!JNLvKU>+qa-(@=Xtjj4N{uXFe~Gzp)NJDHgV@=6I4d^xFt!>n$M)Y!Ds&dXkBl;U0 z8N$5VgqG*IiZ*XGA(nf>1PSpbq_1ixIGoXl#&f}D{Z1nqfsp5I?;Fq=5%P&!g$<~j z-&spFszw6{y~VJ|5&_&wt*AKGjZ6``&9u0Y2|m^ZvA>D@j3` zuLC;JR40EkpLz$L zOXErCM3PB0KX<+bM5p6}C;kIukLx+5cDD3DWJ7m z8 zXFQ8t`Ot+Tbumr@#4e=zeRj_m;Vy(9Q`^L|G6%7i$yvk@);mDFAp7(+?Ma593-;k?;pHVvfZW= zQInrNNSEtGYu22f44?yDsLmo!bDRqo^4(i0i=@VY}K#O zi5x!9D~oUIL{kd)@B$S~RDD|bQ;7)^P3yhgHMoVluvx|n3zc^CS>l^jJ0OndGr4|gDIt!HF%We|k2Cf&Mi_9~9idK>Y6G9odV`D91*d)%9r$`nG3z(%qpA zJ?FT0xFx+6Ia}h+x9GH@vmqb76}~f&_wBRIuCy(_{5wO%=r*IUZ2P9$)=jAU+oryZ zee{TQRLDt{3 zVcB|(=ycHq(SD}}L>Zb3%zQydm4D`5>aRzC z{YYNn5p-mjHIe;&O9yhh+GW3z>QTieyWTFKp+s(Fj<51Gbeh|8&&#}8)Fi#QS*TNu zoRqY&+FS2K*aDD@CaTcQpPUC0*XmH2==TI}nK}gFBA7eWT9k+X>2_?T8qIwdS>Ksj zg+zbzagAG*BYgGbzT5m%#O@Xo#fM6f;z@3Unp86CNw3;}9ZN>{bT9HLFPEbsF=fMT zGL^_)m{B8eyb^u>WN~PNQH~Tn+jy>x#s-2C<=7*)F4YSeD1IHJ> z{Jf7E3Ydm#@yV#L_L?nkVL0-b{JqZ-Z-cZGJ5zPkePD59c>d682>iME-|Tt(ZRB+; zJOV$Qf>z8tww->Ff^shB=pE@#K~{RwGb{UIka1(vg|OT(B*`f>GsmR^J_GF&_ZIyD z>-D&6?^q0|@d?24D{C~MICS-qKrA}n>Q8mQn1EiTHn*~H#G=Du6^*+#V-UMQtelZT z7|Q4H5DVPvh?GBt1gUVlL3Guy-1uNPnCAQW=jV8%L5gKTH(NZi^fak-6-+<_?pO@j zC>h=G{WQhSk${Y=*<_9@Mj^Fwqkl(Pyb-NgBP(C)6pE-T?9cb`16)*wo&#GHnwNtX z+n)(Y^fl!ardTp6-q8mcHru^zq!?D_@;^_}cf4hz@7R3O~^RvOEyd%6Tdv@p5QW#>fgb2-u zcr+0Isp_L@4B|@|Z2Yz_8Z96FVel~LHi}7JaI)DKfI>Y^PTAbk2A70T|Lta;;HYq} zFV%hvFW&LI9M(ke_n$oP?`w)UPmCt|wnQSTl4B&HCK74TPDtMT9gXxj)GiNi4@Swe zLR~`tJP^yQu8FPCgy!A6-DaaPaN&;>yP{AkXx`eWbmmS46SocK+#46@ zbHBIm+!0&U6{&)G5TOOM$4E*dfnAH(;vRM9a$2b3x&NwKEVSOv2c0R)1zWB z6(&4xvuX-qfqu{^Usn_d+E*0+dz2HiCD7hiOC0=RH7*wSDE<~)vdA>|ED43C8YiPX zuW0!G+HfqsAQ`v?=wW9jGr`oU?wHd%EUf8e60G0mfkxboRMUqg@RU&5@86398Q-dj zeC>3&b@IN0(Y_RrUB?;v9Y}}le(}VMdom#P$r8G{69d82UB4K~I9SPvJ~$Ox2+_7r z6|dJ4AbL~a;pKxQC@nb{Y?MO=1>zhd+%+G@#HEB)TyP-b{2;2p83&0q#Lh(LT+ol2 z9bI+8gXdeu!&kP2Aj!^_@k5#bj!{qdRlOyGhioNf9~T8=KUAoWc~jxj?9`3m2?AJH zNpd_hECM>)F%q0F0U4jT@ye|__}|Od&ghrG(fKavgJL9@Z*AZIMSu*6#wYuvew4yc zw$bxZ*D`Q&i4)s?w-h9f`l`PyCBUsI#{FpKWF!n zfg^9DQukpgP|iR2>Gp#P)=q~nEMh7^p495d_KOM&K|A8ttB9ar^2AH+Qwf|1#68fh zB?7)8S~8@Z1iA%#@tQJZxOd?-&SHcD@}{>YctXp-=3}?+-qcD^xp~EIaZe49)EXpJ zx8ha{>^nS(WC)I;obi?>gNDIH4Yh-0xbDG^BC{xPzh0;JaR?Pu3JV)XFkAC;*}Ct9 zWEI4XaJhW=UJWOD-#FwL)4*8f4`-EXHTZPfR`vvzL(TSJc%oDe(hGe4uNBH+-)+v^ z!v`whP^}m5o9;@Gvnk19KB|GoBgO8Y9qSB*D`c>LKBBx5|r@tvR0m z1lwPzgx*hU#zlWBVMcrV-2-Q;;J5iMM~|b`P_3puYa3Pz*OMQge|&@nh0Zl?e1i3m z?rA@?nnVZl4TM)Rst0A!K&Afv8fa>hO#4rv8U#N*TJ4ythB6U5pE$`HP!c=LLyE5j zmD{IW{~FT3T&yeaD47QI)okKVvwC>>gkL8zkPeO4S^kJr*26VYdzjp|ItZ9rocqmI z4TJ3Vm458iU~V6%GQ&{~?Ne3eN4D^J zbkMi@c8NxB00C+iuk8~W=$aK&Nqww=CBbut0%%)(V*k01`*RI^ytzvzXsi~-*ti3= zG-%NBE3K=9MuQi}ehH_4=aI_BoTd8nsX{CWl_zs(Dk9ttcc=dp7st)EJ z{wepHu7-DSeymH}tcDAVl57VRtKkmOAV7Vg8X#?yWBPO*=fq9+Zy zKW#G@+n~Xd+55W!oNJ)=a@zQ?KowZvZU@O5S3#!VR4Ue_3T*yjCC;x_18chHr901S z;W2eSI!BZS<$--QIh!<4c_*nUyI2nmR5gyTyJ&Ft(hjzq>owrB;`S(&?6U8> zVr*kKn;FL7&M?T5{5Sqq#d)SeH~WYFi#onx$!;e~?4-VhuabjrjF!zw6n=Dvn(`O`Y+A1N|AU0V+U z`ni%ZCmWz(k_Tqr&>*~C(6Qf}26KJE?&lJyKpB4^*Q`y2OMCi#Gdt^H=7rX?bwesF zm<*^MmS_O!L6S=ljRyN{Y>G^mY0$$R8A#!2f*FV9?1QPzAgU&-u{aB`o`;(cN&r~p zRF*TyZGzr^Cl9~vZG`roAPn#2Cg2z5*5)W|g2wqn`j6$C;l$N%TuM9X5SPfr?mIw- zsxM68?XT%@LZ-hp&4>X(!h;n8Ee!B~7a-NKNC$V93&P`JbSOo-7GD$S@O&ShEt^0G z?$j#T+Xop?eC>TGCX@lCDQ8=D9Bu(ebr(gn-v4TWjq8h&`#f5qLE(X6 z?|3T+&6$OpTx9}}>PJn5ASPt2{;d7c#e`UDN1Q`nEBx_$$@biA>zw22_NFbKJ}{N> zev4m6)c-csw89VCj%RFRt?+nB)JOCv6VjdqtiSbU!e*oXzRyEU*oTW|ype2!SZ<3b zib@-BOisMAF=K-NY4HNKl~!26EE-r&Y`rHfFp|2(fQTRMqW@Y!o6GsD)mbL&F-e~` z^xrz)y_@3zjtNa?_J151Wy0yz>J!-tZSYBZ2M_yACR}*Y>wsuj*n4CzblVM0LsG`q@eCV0Ji^^8Ge0*BJE*CCTkNX5wB2$XFD{QSVo zTQw$hJbf%ARo@D-hT+lKy{!;Zs`h<#i+0~`CtHnf`Ta2e{g->U?7B0OvS`8t0k+@W z(=kjq@`ry9mcfL_9uew;+->l7pgFbr7!$_&C3jRMwu1EJBX!)pR(NpnZl-lWE9AfT zJUt)L3d${$g`=-qL7@8L1$!1IG+s+QJSM<|iGfGd4L2qf^VLqz;J5A(G-oj#YK3gm z3R?4?Rxodr{Bx0~75o#3RwctNFu`g)9KYBCEE8_AxxB5Aqoefpx>GA8Ih?b+UEKebZORXSJKOtM8$b>(4=6LqvS|KebGSIoL1ujUQ!tYFIf%G!IUE^UbFy!=aRQz5G zaK8Dk$2GDA_9py`Vj;Hx#|F5wzG?xqC#27GX-lu|zOeI3tlZFa1$vfcGio^sgawh#Cr(WBSp-*K@+Z;0_%Q3sR=`-k^iG^?5Dd z3OdXz*pMr}(_v4nLW-dT100*Wm)~#wKLd{MU$q?>@S{RJo8<@tM&G<7J>{Z9;ga8H zvyaUX-1$RUH@_L|Fj?L2FwJn6pt|kbRe)Q9M+trv09r>+{wAKGLqwMRu7`GXxVds~ zzCWK1{iDuv_822&sPt%Uu^~_=J|@Mf+kpXVtuXmdaGWH+^shlY=W~j z#Aho?&9L3QV!g9SUkO`xHx2YdDBt%hG=gym!x)}4g6Q1M z8lWk4cS(0a1B3>T&1cO^<^)Od|Jt*=kX&Wk2LEiS~`LhF5P*nSt zrybq^XT?`~6n*PqberQd27evI_3f?M-$jP&v#IP>j$~k~7EQhsM+U*8G2f4FlEGjt z{H0bi1q?R!pIiMv0h!(D-#yOPL2_P{<4EdOpNdh7Ozo_N_Wwll?Cz1^j39O21RDtq zF6f zMRf*O&*K4{YX?>p@euklOQz*ZH3-^J?`>|wgX^NbliGJY3}9rFf0q#;D?QmZOO^;} zWd1mVmqZ97Y}lJ$#l!miHe;`Z3XnOUYhEu<3dBdo5B~!!#LljtBM)PN{x6Rf(^v+r za-{;;V-;}F>X&>~MkRR1gjH3gR{>ong7>pd4SY;DC5auufzoFdt#;iCP#bJi_u43e zFM3ZWDDegGUqsBf1m2%lb`_5l zLTYZ@x$D2TWc)Svvu!1yx#R5757GJX!R8quc3U=(cBXUAUC4mJu(MASoKj&&bgA7~ zND3UwSQ3onOatlK-StN{Ga>KyRLq&RZ1A<79ZE*xw(1C(ykqJeAAHkMVZBv9&Jn-UvN1)X1& zX_`G55Fz20E=? zP*zy9!<7&LcFJNk$qq@7?seaQYb^<04z|x)KFWahYlnw3?mmXBx5U_paU;-374d6& ze-70;jjL(1S|i)*RyKgSf>?C(8v5$Ypg-^DKwzag9KVEe@aTd&di!T1L&fku^3b9Y7VWP=*$&O^LPC+K?{Mb#ip6Ba z{@+`zRn9cjg$7lx$D|>}qAONOuBoVMN|$cdnT*o?mX}=4C!!1HJrWXQ(TMfIA9rkW z1mc(qbehu-LHRW--^PL>P=Gv*Jf@O@gl{&lNyKEJdY;s2_220zV4rSJpJW!|5}32( zNy$Wywa#=!*`%YF#s_59PNt&gSppNM1yj)1RIY_4W&&#PQw;NMOhBOz+XBPyWS|!> zetGPM98|O!D8WL@K`15T^zOPG^erpyullQ8)K}G&AtRZClw~Va*}i6?GirprxpnEN z@aA$G>`6nF$~^mdjgk>8iRWP2GLdNVFk72p9=ebDd6nCu07;+m%Dy~SfEA?+6^YRcR3sZ}m&?g;yV z9VqrGs3;%g#wy_$eA8N`b{HR6? zvuVtqCu-1*nX1GI;TrVo^%_^0XEie4DC2W_S%s`<$(T%+D&&GwnKXPD6pi~wCiB_JWsHPDR2en$XhMkCh-+K8yokBplC4=kMop`i&Gr{S@ zBRtaGc_#f>0}gq*n#5`=)u8t`*T&Qh@kr72{9vCx5#4&yy0_^I5gj7D3u*pLM4o>Z z>&sP0$gHMa!Xk@^A{?uaJ{2dT8|N~08bb)E0O$C&ZyJxV>?iU{T=A&GBBtPl3m)m= z4F&xhh-l~bf6uCZlThh=HttD334PubW&7?I3Gs6nd%x=?p<^@sr&lJ3=$r=k-5dcT zlCWDpb$yY5FiSr7=L`v`{xbA`eL+BG^us$8Wl1RXLgc^cP7<=Xb?AQ7cM{@QzPTRm zPeSkBdEGesmWa|XUba!+OGIiib?Fitc$6(PSz&35M~zng$~=L*T7M zCY!^jI}&h+P4cga3?7d#lFyEC;_zrQ;fv~B8$4QUcL|lS!Xxgrc=_DNI23QMBvTqw zgM#e3Zf^fjjV@wTir;;zLjH=CRge2{2*aAkQes6wL7649ls80#-{@R6*h4~H(p*}U zbP~E@JUl72<>zdTf75E*B*Y`$vvXmAhsNuQJ3 zub&{JYhGpM)*0Z<5NhLP4qBWt{be6ciVu zuTxPh7o?N=WDlx#%ytkyV^z)A8qg25;cU7&6=9`C z#D%sv|7%HaGMR>IQn>Fnc{HL56G_+jE%}_Pm)WpA4av-n34}Y)5FhL5GNC&Ss7tQs zv@4m43V7_2dTQ&DAM1RVL|h%Jd)J-B?m$658lC^#5voVO_7eFX3{cUf9PIjeIVy_6 zM@paMrXsV;k^8+cRHW0NfI0Q79x>}DM>O^8P!=sji*S&FP9LkIcCV4pK&_#%fGG+6 zm0kSY6huOfwYPUV<&n`Yf2#)O02zsKRdbz~A|on)P0rrS zNg`^N_kN>)fPmh!&i?LP!=wC=xg>mhHM+rGG3))Y3at++NBCHkqn$SU#k%xM(a$-d z_tTS=$ULO)LfM;Yqz_yo&9;?@;WVlt;Z}tr&j-qwyH+BmOYG41i{&V-=H<@RC@fN; zqt2V8LL|w}7k6%}PYArWT1?d`M#rMNu3&Pphe4ZcE@l^v9KikOEs_8+O#zMq47x>;>ja?+9Rr=U;+Jq+^hzu5bJ zs1Oa!2gWPr7b5Rp2YsHp6e5BN_sDyx0`zYrw_!y*5AA<35UtdgflkD)JaE66ili!* z=DxNhAaTr$(u{BrA}K6{IN=jeGoARRT`&tRS^Q&pb}b8uVA6~Kcx0mOyvxM+u@qEy z+G1PfS`s=R$JzILGa4CW+jNI)e~QlZb{*vovPEyz%JiJ8+~DM*wCwYt2O4+n#g1(w>n3Q$~#Kh6?t}L-I_<3!bp&9^~ zxl_bZsQ^&beHAUbJs5hZfuouIF%aGTddyHa8L-bc(&7%M!?}UZKNIhAASl~1+)e!j zoT}X}_~8-;j30_!UUn4Gid6Stu_G7J?BtEy*qv!IPdB2VOx59LxP^t{zqhk>}X! zi+%IJyX~*`s9ips?e0mE9m|KCX&n!aCl$b>N97@*Q$>&$vDqkHUjiC7z4@xwOF@Vl z|E_kn45V=Tto3dc10#fIub)T(+|}G9OQjcp8OQF+A>oD4;9_g^r@9C@g!L?>ZHs}; zKUyQS5(`A!8y7#VGB|sb_t_r43P`rrZRoZtg<~V$VjmwB!BHK{@j%@L{+2<2Bt5Z9qyktP8r`eTSAv436z9GW zEF@OibEPthK>C61&p$QAkpEk>(G6b=n$gjw6VFRv)#Ad=1hFz$QJNB%Tr7u{xf7aa z?p45`wO~LTZzV*}-=sI1V8KGlY^9O27?QrI*77zMgYV#r_9532II#FvZ#fkUA41Hd zoiSzbv(f0v%cyd2lhZpSEK&(qcGq)!P_2UdI{ghhbxWbqoz*g{lmG{K=rvY9h6-T z2|4MZ5pG!chE?7B#T^S>S)~jefh#s30$uonzwzcgu>OyFRPSlsGd-YZFyA&^Cu7F9vdxz+kbai z=Z%%XNOTgBzXJ;@gw47qFR^fq9o_f7QVv%7+G>176;S-dHB0MV74QlD1Z20h@1mAMx3E4`WnkgoH+VT0Tnhbrz1zBJrC?zAtm9N$Ip}vGob!!J2o*?P z8U0iRLG|wP+*LI&m@#Vi-WU%#a^Yc0J~hxHd~C|arve;qu%7svSPqdE{#cFaGQjLw z*yXcDsm{iWy}lJt_QT0^J*^tV-C3@vCgDJ6He^%I6b~!cj!>yJK*k55mA9J=iq`Ul2y9!b|KjpM>*8qR7C(mp@4g}&O zKN`HmLkvkJouEeqIv;NI(nS)S{E+jMB8dlqarJ~#Mb$9+CTjPq{WTDUgh=;&O0M1^!$Rjyc*I^c0vptO2XAk~V@=wGFP^_r24hesXQ1ZJC-1=NGOX6bJ> zxd!k`WVaaqj|RQZJEabPrNO6|k4w7~n?PthGNRdm21_4uA3U(8f$YVix@ijMUk z#)*pt`jN$EViXz-Ieb{|ENz6ilR~4>9ZewJjWerQZ-)B~O#yF;03xl$qKSLxK@0jFYH(9RBpJ_4M0jPX`^ePtDio zA7Fsp!eS{7&j20qZOOMxT3|tx!}_}s1ODBe`A&LGhxk(>j!z{SaJ-lCu$YAb#Xs+7 z(zax=jD(T6`wW;W^J>u`Gr+XHXVi6#0hbNf>(oxQfLGea%8)|~kbPr?-aTc&fh3G=*obOIPHkHU`&bP&Qz?<`;i_>ZMWj`FY>^j8uN z2<>ZzE9+-QuXi^=lF`(>-gFbhSvLQdAK3&wnm3%iVw!;U{LG?9SrY_HIT*O}Hp4~5 z)orpnn}JVnxHjs|R($VzJZMgCfGbz+Q>Ee>AR+qc3nEtoG(0&s5e!r?Fi2_rSVDzb z+fxG$qg2qv#Ozz&%9|KjZ7Hm41I&CQENFkDLba54!19MWXzfqPINVHupPV@M$ruXU zh7r9^c?z7kUDO)KPXWFAvr)Q<6!0HXJ8-j)0y5Ur$!yI!SWsoWU)HGu;v(YLv+PL|A1#n@E7w2xPx#PJ%ZsiUK`TBxqPXATXv~3kxSdVSA*> z;N$r2#^M|qM2@u$IXt9*5cj`_seHAtck!Xzx7P%aj`M5I)+az^SI0o?I370L>n*g( z@X*Y-wm*r82gY6%JHrqHJT5Ky{;P`s>lMLK>-qs;5&W@WpmE^=+?&a;sT(Ol2j+F&Vusd#WJwQqZ`u zM-@aG1kv~es^LmrYic>I8gLq&y;l!bz}ebHhR;?%VT#?*Jrs@wf4Ru%!tfFhkqLK5 zk9e<(pWeEfr`PE*-V3}cD~ zB5gGVaOil0^taG_2-^E{TD}bu=H$(yPR^eK0UxedGT1HVkk? zs2AV+RsdCQX3o;D3qhW9XlZU+G3c|4M%2sZ!>5P0O-bgNaLNR~R)Z-6U^HvJ%y}`b({8B1}R};$=U!+2CQ~V4{NrU|}IoEW4r@>KXh{9gkOn7=re0WYN z3#zt13{nqE0Ly5(+4q@2pnnTHB<}AAR}z^<7#~m2&@}xm&}{*>*A$eq8XX{Msr0ar zu_rvxdlZ84+T*1PtU5geQh+ZZL@C9Z>qT1V$#WnO$WJ_Aj^L`eIW^O;1@gapG zj?liJdRl>K?Sb-9S9wn)uH1S2TfQX<4qmtr8lnwRc3x;m&>L(Ed4}BjF@tN#3I(}WmfHqShRjw7zW$}4FF3( zw7-`kQt5erxb*pVg`sH}q@kz_`##5Q`Kf4^iLwLOc6Hbd-*ZPxau|gaXM6Pi!kp-Y z-PRtGmlq;4s|HJD9MeWBE@1ms`RhLS_uO-T=RD`!@A(`_>#x1S5>^C~dPK#km)8j*kIOP& z3g06*#45>1opU8j8fO^2xaUH!p=isdD%~L1=zc#WX?dRD*RrMhqLDnBd>Iyv(8P4@ z^u(is0fcrj^HZnSMicZNicFn~h$IA7_4-I&iz4)GNNoS+6G32IyI-$N3?g`VxDQzO z`4T31IzD+_b0bJ5T-|@{=w*V3m&do6xd?(SRnf^#CW&xBp0}#+Ry?7{_*oy_F^Nzn zdG^o{Et#Mtv6C_?1h?pM(-t-mlQ8_z_G{x7^KdVdqECP_E!{KJQ52BF48% zA3KXs`-8>*ncl`vwab$?t^MGmC2;1zmRL9)J**nw_yAm0a#glp4idONTzKX#txk~K zHhX+qt2HOCoasx4FA$mz_~dNfZ-)78J9n6za>u#X5l8>&g=6%%<`qThSmbMdmSg)R zVAOk8_lD#oD7Cm~DUF3;`Ot;>(T5LkTaWMT-W8#6=)ZVrs3Q#2p~mnnDzTUfa1;N% zHvxNJd?mF!OU2!jd>dEQW#EFD%US!f9JGFN2oq%IpgC=N_dBOF1g5&_aPy~v-}IFH z-1>C9ZE$~@VV;fJRm9u__BmkbA6Z@bITxogox0XvDn!qm0!S#I zlaV_ZN5U)N6!va!5-Lyo66>s9KE)?L1VAL6;GpZ;mv4 zoA@NK#=Z_u#Kd;&(Wb+D@qUt$2LtkQ$4aK1nOOS1V(0oqI==N3x#`-~!H~s0|1_x% zraMJOEIaCOH%N!k^rsGcHA{MH%NURx3YpHk!Nix2%g3Zq50B#yo`29~;YjPrSxL_Z zOn4VB6TDZCrR(!4POlkoFWMzlbdHJB&l^R3CKxcOW3DRukBRgcD(=FN~1zF1s!w;2)RJsYN@*&yl%jph}y z!B$XH5~i|Ye>{F^`WYM9v*+|Xt(zfiktUxT+6*O^FybSL7FbWW95TMwf}fqAOa*_o z;LoEsjf$sRVZEl~)rRXWaF3l@=QZ7o54y0QeZ;Y&Y7#8Toc~26bS!XI_jOkk*fY&& zJTTHdBG3Y-21%0Q@fKLJdCat2T9Bso&+Ui_XTRc4?|5P}!Wyf1a;2Klx~)QU_%9pA zS9aaDdd|k7OuqYjO4!hfI7Mw^u<_pBugolujl;uTPbn-m_Av_`-uAJvt*=+&^j0>c z{2tg{i*ACCO3-K-Cm;Vr#I^TvHz7rD;^Ybj;CD%|yr&C@Z?-MIy}1d#7MH&rSlI+V z8*YPY^(JJ+J1VRQ0USP=ue_z$h+4P(_ikQnK=D;o@|7_b+U*~mTHw@|^q^e~*{}gt z28#jcKU8u8b0x=>6Dhz#rg9e$$`DZFoLTpU@*ogVz0>Qj#o znjdsJJ~9#a;^NzSeDNQR6r!=9 z7s|HFNN&K0ru5)kPCX7BIVY6!j}HH?9jkwI*I}UVc>i|J`^@6)EA`q`hriQXR*ZSo zft%L)@f^NH1x}9Egv9I zp){Py|B*~V`;pSkL{SQ^OxTHtZKR+%I5Xo#8wHZ{%EH&DDA2Xqm!E4%MeC`zzfAYn z;#UA!ceOALi_ds`j^3x>r{N#vQm-0B?zr&1={^aOvejmiyGT$wHvFhSkOXmBU_zD( z33fMm^OkpzAfyvwWv5gFcK!P1@BTHA*IMsa*i(bvvh$YNXKGLt=;>#aTM5V9-P$sC z6 zKn3jo^o)*rmP5QqA$8HC2=V(P@AS;&W7V=9aa&6AvE8_6cw1W@UU>*R7;xt!##HI- zz(78DGKSsXo+&`w)@DQdo&p?B2+vZ9FT~8sWK++HJPZ*`b~N100++RZP~&hqrkKl@ z)?24x4R>Ow*|QYHhD%xVo=HP8?W1$>&UCD~W9gkapN_58r+4n~%R=hoYab)-Bx6W{ zsKGN43yF*_R`wwxyqB3u?kS3at-kqGRC^4ju5TaRd6kIHy~lsT} z{uhVtK*M)X_r;7mxDxMb30v%hq#W@|XJ8;fVCxCjpYySVzke=?m&+0ftvPvbwn`8Q z)3kz8Mc-(Gip{$(t_~rDf-}Mlp*DYl-h9kOzIZo+Mrz;6SN|>`cKcTDl8?8cA+@C9 z;ORz~ANP#yqlFSmI#s)mT1OM6+h|*7FGUkvckexsyF7|OzkC0fgkUg1BcFKrW`P$$ zGR5+w;i5f3@Uj9N?!m*e8E32qe3y{f1)^nDG{kC{T+<_vY;} zot}wcr}NI1txJcBhv(+q>5&M$XM1<8QYgp&-M~CMk_qxbt@&Zy_Xn{@4yg>eyJ znXqyXcPY%dTQBZ%u7Kk7)l%}~D%}6T=S487z~Gk3aGux_aOrpJB!m~?a%e?Kt4T5P zGOq2b8Yza-j@_Lib{w5yrt{n^sDx+C&W}f2Ncf>}QF@aS87usj_01or;Mco@6q~zb zH0&rp8-BMMJO|$LKb)*ai>i@s6+a1Qi`R9JaFdXsr6cy|ISE_59Io(wt-(Z^Z|l4k z1@^b5RX-?Fp^?GYwuiSC)~YgpzpN$Wj^%9PZMPbzGbL(Y#n+(ulc!Srry7Vv*6jEt zK*pe}xMvEDg1pQ9Q!n&Ky6CtrJ57US|F18Hl4S z3yVje-0s@KMB%GIyVWgpNQ+-4*oM)Ob8AQS%_2IgBCQ&DINy66be0Hz83=hHS>40o z)fC~tMJB5rvqsY6Egme`y1JeGbfp1yKif17?$$%fWvi9C8xzZVZ5=Ao>oMc7`KRbi zJv24iGV-cecqgc+;cC%Xh6lzrU{QIu?Fg9 zO=u}{r8lHC;lb5=`fuq?XfLi@P-_DA33P04ssajn9eF3@fg8e+`d4_G@GksjzsBVz zd~rzXf7j52y3lpA2PT{FD#<}J*OiT;v-KwXIb25FRw&5-i;dcD)3e7-*@*YI5BpD> z4edu(m&g3r@ZLm?S;}T3Rl1+%vz)_)yF!S1I?XUlpVbxeYDU+UKjnor&6pFofBV1U zX6P1H5-CD4QIpy*(j7foVmW7 zjXq*fp+h?xw%V-9g>7v7z9b!#^`HqmMk}Aewh1e)Z}?1<;qdogm330Dfn(t-Eq`4O^Rxv-I)r7v?e043K8nG(&u7QDT1E#wtFN=vaz}4ISKyVTZ zG7pBltKwK_k|R1hwX(2tUrv=}4+{f4OSaY3EQCi}ou%JxfS7Yg$OdT^j(!mcSyjfw z%Gbk6PxmwNQz=vIuinsI~IOZm`J!h9xWxvnS)Myo!7Li z$1i%6!p>bRxV7}Q?|a99avM3Oewq$i(h<$RvkV-pesS1ln2tsb<%hZdarWQTEG`Ez zvF}!{xP1W=$9zPdI6vZWAcYY&f*y{Uo~%;#@oG{PO8I^ZRNcsgMB;ZxP3wLrkc=juK6@qhVmRbwmFW z1Y-+#h1O9)BQ1-?W?e_!SB=eHPTUM5(YBHCcLTONBOh#DLsJ z#cF4_y+UGC2zM_F{#0Irv>CnF%l;%3oHiF0B#^-{9s0c4dU+vE65RJ4 z49h{|ex*CwTQWe+73hx(&p^mBN5!``X^>v#+Nx)rij2<0{HOdGaQegE*1?|zq#q9{-9*OT((G+TzI|Zt;K2OUppe;t4sexlHiglUbf##o*pDhw%Y=6jrSLNOIpm?LvK6jg)O1tUW-&=*=e#MKjv zb*ZZ32le9NZt6@fh)u!pd4UM(^%Pi_?aS6CM&g+G^^Ea+KTxl`ZnM93A4cI8jy|(q zXs6%L|5@yftiW~hD9)VmKv<*^`gLx4wh^gjKdqh?-~3J0r1m(|3ZA7 z1-L%)Zu?zi2+2*Jb}zFmpuyPdFR z{)Zg9iEG>CZIYp^);z3wG93YJ>55@<>8PD+9yH~O$1vGalyW#6axcY~^#n&lQ9Ud% zjXwsRyvG93ON3^*UjS8*lP}};y5(8vIQn2rWApD!1PAR_Orhjre&H>Vn4XO44KutG zdPI0$P+v7{5DSxGVSc7Z3?!udWywnk(7NpUkvx@*u8}kIwWl&5U3!!+swW#`T^A;} z#&U7oR>1B{o&wFw*r~<>4nnFZI6#}ejchp!U^zF(VjPxsq)Gl+) zZAVL?P;${&oW!3P@ocp5BTLTv#W1^-D8BhFA z?~*j5BCBgKOUJYpB$u{{@FW^;zYzV*B}qls-DdN>d=w~czuQ#eL4opfS(msE6bLI; zq*=63v47{+$fmJcd_2@1rc9w>|0#W=WqfoPh&eu1S@L#aiE^d@7r3@pg)mw|pZF#|`cLc?M_*)34vZz)#2Z6IGgW%NW=gt}0C4z{D31 z)%FBo4qqL7c7eH>1{JR@cda<LPNl5L~kKsXb7%^TRX_WIVCS6Cu?Wou%>C*~+b_mK8i|6+;d z{wX4u5zu-jxN>(BYY3n!i9pPP4AIx^x}h z5^H4(vg@!p{&7skTpjkj@)~>6%D~neW`Fhcn3!2TCgaXmk597ZFYTr2*z4J1WoAKx zXV1UHO$9WJ%f@$3Y0z-Sj{91-I1PIDpFAtSRR=lwUkRq|bWA?p*Z=AYhl}4umIZS7 z#f&^Omb09J$KNkS-R9J@SuIt&?M^M^O*VR{o7Cd)jWy0%TWc|E!y9~tSqt|(!4*Ng zH1tf~ewW3mzn3e2cpN0r5V$C2%ca2a`(e;4ac3%?9F3{&86sol_X8=Xoyh3BE4uO5 zZZZ^Zz4ZRIhYY2z)i3)D$oSj2aq!t4GHgFxe00&BjKJqFR{qE)BSdG{sXI1g7`oJL zcN8FDf#G~OC#4d0v;J42&Q-$0e_hbDd<9gvMOv7%CExe;Zkh%ux|q)cF#Wc&=ab*tQ4@K2N;2-N=VX`r-=KzidbZ#GmHn=w|St z2xCFB9ApJJrTi+%!6X0b%aby>h7c%Ufab*!y}gbfsnzZofWo>F4JZ z=y&+M_9{$;uINI`ssAz%pt&S+^F{)^@Au87jz%K<%R!I7o*`h#mT*}HgrLgm-?*=9 z0CuPSqG!c~fMg$lZ>G_>_t5s7mqHwNQ$urfUnauGY192{qp5gRPf5r>oD4OY80jI! zINbDV=N|tTiT2hH$``*xA~5Qkz+dHP=!mXmk2w-CI~{J6&z%g9>1c_DZz(9W+@v`g znGW|`I!9Fma*%K$eAZ-F7B>E+H zFF7rn_`OYjtZib1Nv*o0O-v(#O_G)Gehm}M ze|WNytL-Y}Zg-{0#Q2~|DDHv8pJ3>fEgH}hqH(HFI{smMJmyS{bILsuVDS12k?)s3 zMvl+%Tm5svG`EHHLai_6EneNtV0l4HGrH0^A`DnL`m*k0ENDwJ0-GF@a3jR}+$K(( zQhP+d`mE(}f!l1iuy+~`kym%0uqPt?hO^Wm-&nj%KdevEjzuFM&7KvR082S{t6MA5 zF+f&J46x6EiRc}RsFOKJ8}V|h6wgPde{S-uL;*xe&FV$1xv;en87K9oK%|&x`$QrQ zCn~uk4cSRBKD*q`ur>)<{g-mMKBQt=lUItTJR8}=)3@6m<>JMWmag-D`S6tc5-amG zA7ySWDURxeXkO85Y^Rou6V@A2zOBi?=Vg}T0n$0xSGE7mb(3tkv+HNt899(SD6qOc zAswY41=Iqxtj&s?{y6jL@k%<{LELtnaG^>lDCXwvf8EgK7APCDq7 zDPIhu>kmQ-f{T!bH4bBbrTAlWaOj(LISgKUUU|Bv3IiXPEH;ag5UstDe)V<@^32Uf zeLSl%u9U$OK32i$ht%2L_Z3i8xGX>1T8aDB8uvDtRH4D{r^>!O5_&!_Rr#$WM~+T>SUak@q2OMaSb-YXt0}B13PKop+`$K_-*>) zan^PUC`QUgB8yZUa#8&@>BQlNOr49;$Lg@DL$iw9!O?MfO3>f`=m;x)XQHy7hTZ%^ z+~2Kg;c)os(~PQG*q!_tw^E8T@3rn%XsN72XU0!4@hfzMFH&4m>lo+=9sQ|h&V-EG zs+{1D^$2Y0yvoDPg7c4Z!}m1|@CA%Yc{kBk z009606qk2A*5CieQ6eo-QTSG7sbmzgl0+pmgp5!~l8}|Xx9q*$_MW$O->!R+l~hKg zLLX(dRcQV0-(T0`yw5rB*E#2P#`C)W%gK(m+Kwj8Ems~obwDj!`u?%?B%JQQm=U;% zj0a(wgQ3+Opr~Av?r=e>)&5lr-3r zN5Z&#OirFO2?;*}rGz=jNLJU@YL_QNKZK{LkL=c=fz8U}v zgD+>CuLABV=g%Bwe*buxKe90xC<{>#mFfY${ahQC=b@l%QOL986a~#veck<@j8VC>j($`!7Ce9Mi91IIoAh9I%0@Dt9VT8CC?jD*1ZzotFA3JC zlyB~@s_4`uDAgX5c1T#9Yl;3O>tkn+6XRD-{wKfR5Y>EmVZ-b>i zZDN60zG`#e{z2G_v5XwH9V`4Rndwb#*N3?nXRC4 zuCCnCYJ<+^)Nj-B?I1EN7Fe3var=!#XA89h;@1K};2@zS(c_`JKeNB4b#|Tw5&ggB zj)<)%!XxT~`~KW!cr|I&mW?$-`N_IJ#garU^;}$hWIzN@4t+*Ai-`Yh4!$$k*Md)$ z1_w1%TCiu;?Qfq(6I#Nf@7M`7g6D)6uR5av&N^9vmHQe{!k^u_U9SO#TAw6?3>)yi zP`yiLu>n1Pq7n~IG-B+}rG%M?MsSTAwwnHF#8b29_Cw~4IHz&DOzc}7;v!FV9*V7n zq?1Xs+V&cxe{_q)#v1(4O%mO?sRsL&*VR^isljXa@n6xMHE6ai8u;W=iwaf&qv`ot zR88?O^B%85_f1lUv}h%?X67#Mdt3@qq`^Bmo>G`8h4=6$l|avJQof$01Z|8L+R;CX zK^Nw}WNJ|g@z<-?lcA;fWy$^P`$!okSZnsx-!8?4_u8x(#|Zdhf23}4M*)r;3F*8% zkPm;^T+aBwe0-dB48K4xfL()ya19#)x$G))HUYC|7V)Xkq_bit>v%&)#a_9t9^I$9Cn7*g49Ynub3ZOx@3o*6hJRQaF6Vg{sETq5t+rh%NBHf}$i2I4<+ z!HUNjC~eAkk;R@1hOSqytVj+xyosYWq6N5EIeujJRw@`}t@RyJiHLZy-#TSS5-w%3 zx!yaK076<@4$J#^xKHwgmU1VeL1IgLUU?!uYukr!T1`g3Flnr;EDc|$hiCYf)4)=w za)@#}3R7mg-<-ec3*#@FX4i!}LsR~vpkIPB(i3+_I%d0qU!(lKe`7eDrjNB1q{kwp z;ZiOePaFiUZ8U3_N`j{Jk>jb$>G-a%9^Go43CSk{mfG!6SU>tu+3~p-_E}jy+CA)x z_%Yp>w5Pss`eqtIKHqP=L z8p*?!Vg9g%69t$U?y0oDO8{ff+h5%}MNkQ{{Ias86l+I0({t=AP^1|YCs|#IP-^eG z{Mk~l=qh>r@h!sD_l)Hn#Uc!E_MiNtSAYt_wdaH_|=v(xZ}@oJ3To7XVBRtZY-={Kb#RhVdx zlh^00g60uJFNY)5*r9#h=ALyevUQj4zu#PsE6)Fbs-jHc!B1{5m&q}ol@W5s)I+0C>8#-V3tA_DUl=~Xd(x4Ritq#FC*3C+k! z{AQ4SXst-0#5%FrOvZKni6`pIE_xeKGu;Jd^gWE&xi2Bs66(~wJCjzR(y>)bVBJ(E5uJ7?GV|~jsxD|-D~3=h|Aup*=|F^ z%b`+nngI$_-?33-zed>+#z zh@L(eV;)KdVec$AF}M>F`Lo*WObl^vJLT7tMuExy^u45CQSecJw+7z>DqaswTYa;o zpvZvd6xSs{FeFalgd>v&9Da3~b^`-?#)aujt(;h1Xgo)OqfUhAg#il0d4Av3wWlKY z@&3pt0u?+1&uMoCsfgw9RlX2PLCj5Iy`S#^r{LI*YyE(>^d8gq+bLLk=lfY8g@OaS zC#YG>aa`LzJ1BpbinA(W)fs#=JUJ%uTFQ$CpGUbxypB{{H@a$m?hXYUaHq zke-k?bu=WKmC5gBP(hPwNa@=~!#iW4vAa*1aq=qgP`H+s9 zE0vF~F4N&n?`=A*&w%^w>q@747+4v*7Jr$Ofz5h5S92xlke*x|_xnr3!x5DQ6G1w- zs_usLD=;FX%{5*xH3$%KwronDe&!s^j!#kq)DVCmH6-8^4PG19OpAM| z=!?Fnu)BA?F{YOR4U2j=^J1WATmTR9fqe4+#taP( zCi-?q{!L(=R94{iHb9Xt`kn70(7aY$LEK8g(d!0Br*|=ZN0rc}RVIgT95?wrw%Un< z(^UC~56P$#(ci(wPln1`=B}Os5=b99n)In-$HxS8B6mj|Y;l@`*8f!Gi=z zF5SDE_mLss@NN8WB?-x1XE?JSw_|?_&v_wQ8v?VpMBRyN!}KPplZUw5u;fR*y>zDy zVf)pUb-kJOLS(6+2xhtcgYk8?b_9Dg{7CU^16N;|jcj%cMmI~>)l-Pjj;+_C<`WUJ zBUqcegb2k-iYm)fA{sR%rn0qL(D261h4+37Bqa>{`W9O7?07magTEDTQdq_Y8O=C+ z{oqoXdlO`dH1luVO%OkmC9d|X5k0rVH9u1tQN8iVYU70_9Jp`pzGT}3J#{VhL!nLZ z{F-w-aIgvX&hv{+B~5r(<~i=c*#I+@h}k`l>fo~+Z}~`vsY|L-Y#FuS$rXFaHc^Yz zg{{}fA$4FA$h{_(SBJo%;>RC2>rt;}E@6>Tk28d@1cqH5%BkBMlK88^xztsspk09@ zXW}}qw3lOPAU4ayryN(G*gQB9Q-R7G=_~UZOx~@XmOSvI68wuC%U>>6;m_((O-Yj~ z7}SX+?d&W?`*`S{kDbN1`B8rVIIS3xlYN{OE+u%c&eNW?zZ5rKn3<1ymEp0jgY>3n z<#4QTS~iiW#GZOHoBrT3OvQL8n+_M@RL|x0p3ewS@>np>6epmQ&o00+fPj2U_4|*) zix6)r84#dU0+xT0YI~DQ(KLSjblhSYYCfz_l}IZ^{!?CQwI>z}1^^hhZ3C8<<`b}V)% zh#BX%khIg6up-c2U+M5XUV_SlkzKDMOCa-XpYYVNQoIsYOVo}ogJM0q*syFR^j2@% zx<*uDD)7a-&haX&m}WlP?BqKG*@B1>?vKaPf`IRE)ZREL783Jf8X5vL%3b1WcY*&_iKBPI^ z99X{Rg0?&7;fAR^cs+H`dYo8*H`AG1D77%HgM8UgLj1hN32IGE~qZ`9nnZf^7#ELwuiEC>lis011WKqFJ@M8 zF#q0Ppv0L9>a8~KHS2V2Y@Cw(q?3&}xEx&eO@`!o>(8eAkzl#nGA;GLNW5@kn=FV3 zhcQ=_bimJ8lx%Zutx1W)LBVy0ht?9Y#3^ZaWF!;&BgYKB-OR?ltjS8>TM0N|`L1#_ zE*zx2y7w;(#llneQ_X-^EXJX<=479UptmDxZk2T$A!uk{HTn36G9)H2S(316T7?4AOgJL9rHdMdM3mF@!H>H#PbbQ2t+?)c*cL)LA_=uHRk=!8#G~ zEJp&y4{T4L5-P^}T_$_u{mLPq>HGA_%W~}a%)5{?UyTE?X5wtGDi zf47uyzZPoQmft-;RHG^5)TH*?T6l{krC55@p>MNN8E1VRg2Ff3_(?P%EZvoTuCW0l zbw^G(Gx>J(%&S-Y_DpV_=IPWt(*QNY)|PE54Vb%>b|71}0T=j7KOb0VfTWuEw^h$Z z^b37uk-OXkFUx`l@~+L$&~nX?xJ$&*t3vY5H(TI*=+P(l^Gu$7*d}M`-vp6kZsF(O zHet__W~p#%GroEqQ@S5R#IQ6m>2DtcmmZ1ZnL%nSDO=FEHAXRw1ifV~~>lzT+{ znfz<8!9b~2w*}dO7a7t_HII>1{&}GV>3YUhf_lt;{@-&lJ6h30pNP(V)dmxdxzSXy zc67Dqm_Iq)0lT2NV;%AB@Xi`ieDJyzNe2H_KD^fo?cF@--c_5-G3jsDat9q~`r&%>DtiZxEYJh0 zU$kQ~G}>GAta z{{1ER?&c~5Is6UB=Rk#r@zyl`ISQhqF6qoV0nch*iB=v4ZXGJkWiZv9wd&8MW`On6 zlQBni3Px-{$^|facYb9$^|>+?j=YNfUA0tP_PY`lbee|v&7*_0TvRCiRy=e2CIuH{ zf_eF6DELq|JsG->0{YNrYa=%bf}|qv2`p0JyZqjktVYGH8%lZxbSj!#G9zxv)8Ki% z-aX2hifZqk8CMSq25R_tx1FJ2aPPN7jtUBz&055b}R>nl-OywR%zjq?m|UFP1x$8QYu2oTEd4bsL1}wS7OEFt?OJO z{2F~Us1?pB*i-57QUCpPj6lcld(SmA-qW!&-o8rOoPp9SYOIG#Xb@)T{~ghwVXpO_ z_hdT_S=A}MfAnb>%z2>R$4*DOmwk@fB|7TdbBh0EGRI+koz6Z>$Ee&UYbP}Z&i3y7 zXe`WtDrw=H;~hGl9P-~kRz*XR^7APJrXO(7)3kc_frbmAe0L6Qq=V1U&ED@39q)MB zgKu18Ak6S?#=2YvxC^8-{It68Ph%oZKD`UPFIp7yhzuBMH#>1iFkrYA-d1MAK;;W< z?v`K%f;KGlZurFHea}rc#{;?`k}L3zeYFd=c1b;#w|8T`tzmi}lh0dT{&FcF=|Wd@NTu zZ~lsn0##>|z+weJUhlN5x-4*G>n5>b2jK9yR~j$V4{O~mNF|K|Qi?h9noM8L^}t@R z`XU9MBD2IclTOU09lP(rMn=!NtWSkZuI}WkdgpMHg!JZm&X$)QSlYia-kg&JQ_0l( zCz$n@CC&;;4w7*1LZP7;ldt`a^+u#R$T-_b;tEnF;hg$z>+rO8P@IiV8U?oD`0+HhVLu{IQCyyWmSZ-cPi!N5W%CV%_vD$n9?N8_($jOtD|~`ISq=Gfw^4ok~Oq*Eh6zdUZj)Ig}tZ-Zv29c~`d{n-R|CF4lHtOg`~bd~&dr5*!M z3RpE*>ro_M(N=Y+N#k-fW3Pv?Q(&FBUp-U; zw;6eR)nkK}`eX5J)$m(Tjq)q5fP-jX|LRyd=-(v{EtHobzfU-OcAy-rK?YJTsulR_ z@|5`eZv`%8eW~l;UWLYhEm`WGRhTmDjXD%riL1~0=bNHR@b+HR`+~?Kl=jG0Oe7T{ zii0Y_SR`PeMR>(vtq3pHf(lL=6(dN7MVsqJ3BYN0Kb5}>mtXyTZRA#tm2uWSpDo2G zrg`^Lz7^okf)mm3bOF@6=|6bS6hKEuj;%zi0N<%OMwwR%kv1{eOKu@Re3Q?w%zY*J zMjMl(Gr81vU81v~OgVi1r45PL5D;WBvgH3WAE|#vs+L#s;gV7H-hUzw)cM9zk-~iJ zvSI&|!dVCtnZ1=-kBhLh!^ACQq68dzwkk2NOL6V-zO4$e#m@F(&0@g3enO|-a zP*H0~KWRb0u-umB1!Ds4r8gH2u@<4+@uxeLSb|4lNs6poWoW64nSRPyfgL=TT!WeZ zr1rP&`RdAQRLX>ugkP%!_LT&3l$9b#vba9`aw*y*EHwWVm%zi3eEQJ3GL&5Oeyq!0 z2IE+*9ZfgNv88F}B@>4V=t{c{efO@wa{<#O<&PCe+C$p#zOfkZ3{ubSQXyc6zf+c} z9)WqzZL6M!6Cgvs)3bM`5PgrNWi}2IusMt~s*IVJ*~8yO+6_v;^WzS>{h8pRe>R9*PR87EwFmT*Nw_WHl5l%#0{){n3{ONoL{ZS4 z4OmJ9$DW*_{gh<5_6KL>&ZL9AW|XV=Y8KdhQ_jtlB*1Bl;16zzFbLbMM$I1%!$aXS zcM%i`sfYX~S`m@xv~DGyZ%)9|zMX~gy(w5(ii#@9Oohi?0d6U$EPS7spY`X;K;*st zJ%@zi!8XtC{oF7N9}jh3O*dlxcl>ut{^uAxnu@A-<%@^)3Bk`#j-(?xq4@I5|FSXZ zyn|i(b}q!IgBFhh3lML#FQcL|4<<#ynH%q((9aGO&Pzx7JR3SE*lYAGET zGrs)YH<}0ccb#;}^@Z>>F;ckqgMee5n>FW{d6#*8iK-x92JKx$*Ob~~bX$}dEISeK ziT&p9Us;9tXDOCexkP}lLxEXGSRurwR&^Xo2~e0dedYSD1l13ew7=<=VW0K<-mk6| zI7t~EIbTx+ZG-NKvFchRXht+WFRR2UmE4XmOdnu4rSvY=sth*UPIt@mm*cm4-lJ<$ z6|kHwx>kI?3Ugnd9VgtV0b^8K$W*=_o@Ng3-XzyUP@2u|`nP%{@F_XhTGnAlqqNV` z+Zz1+u=4nRVJ+gQ|Grlm*TG7hi#>a!9)lH0gW?{Iu%7L0;bm=tjAq_nUf*U!`h1?f zx6llUfyeU>5lsj+mS=sh-w2jhXOtaF8*zDIfNnhA2!ZFe>T<`L@Rj544#JgY=pMH{ zU)xEoY-UP6YT zNI)jLcn7k!S}EIewZms-y=tyPJNVgFhopwuQFP==@C(5X*bHn@474G^onD|AGf2kt zmiP@u<(;s2YaX`r|D60sq*y(R0w1x@FR#Argl|gn&&3upYTQBvhJKPk@1+^~p6Ep9 zbDO1PS|>(s1pU_BN`cS?_KWA!DERwD-E1$DGYMM*SpRIH;^ZHWZCpnw_+=3*^UoeI zBM10Aj0L_KR0Z7o4%|PvvaS9k1rZ)M8fV5SsJ}&x{8dCnyqbo##YP$)O-KKCM~I4G zl`jjnE)=Am&Him1Ou+-84*m5^Jt7`{`}i6K{|5j7|Nj(Mc|4Wh6HZZfZ7OL|q-Y^Z zlqIFI6e1KVQmBxKd?iVWkVKM5StF^q_U&=qd*8dd?$Rofl%i7EDuv(s`|J74dEawp z&di*dXVeBKcSM^|!Pvv0r%rFdG25R(J^NeWcpjE&yIP>nNOF06jfy9i5AF)Fq#|df zcrE*qm_qN?>{XJQMEHq5%mI7Nf>@AqNpO*EVsEh$!IwIFc0 zy~M?BEqLjZ{Psib=ouw}m>DXy_hM~?I{ze2cEWXc96A@5NFt_nYXCigk?%U&&Ow4#%!F9UDM3AK) zk6T7S{i^x$Pa6ryoRpR<*+AgmUPFPbCxI=RPuoAeBA|QD;$W{I6ZH1kNwXHQz|nmC zqB4^O<#yS=hCnvTv|g((pT|N$;K#St`AiUduhZh5GZEETP*^6(0_C`+MgDpcHwIl@ zCSt+3ZKr&)2OIBNU%KRsu^}BZnW>$^!GDq)=M8P*z&e*%lgekKUryp`ek~hkMz!rF zI@oZ&(H1*LlLK*Yw8-!l2SvvkPRdGf;WlYeULMSafxXpU%WqudA7A(CVk{SO`@dXm z8RVc)>e?Fftz6vAZrn0IoQw1iJKSY+x$utNFaSb8y}wQR8V}Frp(^>hQ{*JHVt4OWV>dAmocnz){rx;dUktY|CwO@KoK<{of(P|5y$SO}tw_%OFYRS*q{#>E6TB{B272om)R`a3o!aPp2gO3|^=>bdc z^0DY)WIK0C8-%rKpLfQ!q4U=P?HYC)wC~YteAESqI^4HGb*}*1xN*_h$pRP*>#IXs z08YhHslBoSB!%rMP@5ybG6@d_+vNiM@;-c$X)C~Q)4ldqDFWox-8S*56@Xq@b;Gt- zfW&3OWoZgR>^EKz=`cr#n9tXS`*H;s>$;ep6e7U$RX*Aw=SaOx(^5)Fw8oxVnQH>{ zFgHk2iv`HijrOEA3$Q@`nxtE&096usIfhID{zNW4&UO+YLr(5nvAzHvb8nRWw@QG6 zyPquLlBoUV$c>|$$^93G9Q|DckPkdHJTqK?{e6}Lx;F$c&QxBOLlJ;@bHLxhK!7vb zQYvr1Z^H+Bo2oEg8@|qPn5lBF4aWD2$BXZ`p~+faZHurCKP`G!N=OK>$tshek$#8} zjNVROBS4@eZ(-~@0mjcAQC+&Q4gcyN9tjBJLw9hxbK+?}A`cl&KH1F2Dl@y{Asap( zh(fRXUF0LAF6p0HH6LHRGIbONjkbGlcYG>k;l=Nv*=f&M zaNmCYqG1vXZ?QhLPm_&$7mcbU^8A-_aUKWa*jPFq_jQdj2U1zZXTuFSIPaddBl0H; z)cGH-KHJX1HS5baqODjs_eMHn+BOz;O`N<_X~x25i{ZDip)8DR6yE%o#=;bjA4eMQ zv2b9DN=i*I3*Q=h%r1m8QDAc^@#;?kXAA5W8<2JN?T2EMODP1r_QfaJWf5@p>nfj8 zMPM|sujXwR0sT$4qZ)n@=$8NU@|z+Pe+Fg-D(oOI@>xON^DG0h68BwBZD8PJ))FVL zA9U>PkvX(u6$4#*cS52LGjQGQ%jX|K3@G@9Pec?mpjoJ3Xv$}x=5w;ew?PIpk|XQe z6&WbcpL%@rDLTd?r`k~t(P1oAcKMAK9r3@8+#g#&*7w*KJB-)RAv*eDQA!9MR~zmd zmB*3&DgnA7BXq3$bJV^}nt`-@xlHqaG>FEAbw^Ipz|F~kYyb_{DyjW{4$^RV<;lwT zK{Ry64Ii=bqG7=5h^Xob4TKN3Xby!2`u8@|aTX2k?K|ZL=F%`2nl~llPz%PsT88=B zwLoJ-SfAJs&YYbsaQeIDu|q%$qzv~>mn&{T?yI3@C9-e7O2`x| zby1POQ>su%@`6Vi20oLUsL;_RczjJN*ahJi)=i~CE&7;Ar9BmSi)&YjX%-+?1(MJRnS89EmKdTu@va*&N zS2SZu!VR(f<7S*XKQ8f}+Kg{jbV)NSDgyI_BkL|v(O*t`-Wt*jsVf#zDjOS#?p(_>^Zd=d?6n zx$f{mT|pz%cgE^ezih(X`j99yiB^WFJP>WACQ1Un)`!=xx!L4p~r-qm9qyg$HVoI6n1seRVaIf8JgH z+P50puAN=Ab$d0QpNlv}FstFHDv(}iQ-g}^+x4=`Yf(cz@E|R(7EOvX1N+BnL3N#X za?9&#I0W69wOFSL4lS;Ng&mdPzVq#WonOoUP|&aGfA^$A1w7X5e`PVP5(O#-Hgc3ov^GDn%sflM z?7=U^5oYCRBp&y>Z!O0qnG9d`Ph}|Gc}!#awsNp%#A_@XEr+z+ilLds6eMiqyI+}F zfoIb>sikt27`P~v5#vBXzPJ9cXG$3oO>XM0PAwzf$DF1@?=o!ODya4GDZ{H{(HR|9 z+1p`UTxJ+EXY{lehnuI#h=D=f9Yj`;}o*RjjD_ z@hP~=+BbHSxYtE~YW!#!q=$__W>&yS`CnJrbPB@l^xh@k zE5nQAl*KJUWoWN&xTq3b2Jz6+o3#VM1f;x`U^R~3g|grTNh8S zz|N%iG0ogc1l~8cT7~F-8^Qi0~ud&T7&IZ9}0R-jg%Go zQczZRw*FT+B9!eM*jDIzHH>*s5fVkV7YtbE}iav7Q%&ni6xFTmeR z+2tXa0+Zc|BMR$s+b2&J!G7C?E0D@i8LGG8^X=l%VLo zI4wD^7(xCMqFV0~jP<(MoeVBTsdu`Uo$^ymIP1I`BH!oJ1Zk;-|H^PX{nc;nqviOv zM4{nj1qC}MO)QE=$U4!yD@W0y9IU`KpCnbvaH9La4%>BQm{6+^&%RRz#Rri=sWT~v zqc&yRq@O3S`}6}J6N3PuSVYAD?^h@sxgu~)jIi6B}!iGvn=zk zgm_UGzpk7IQ0BJgKtvTbCbmO*8KN*;V(6(F|9j zo3W!4;OHqa&0+z$_~)-u}p-3&iX^($KzG{atX&Oxs`&A6-fW@GPBQsHgM zpCVmDMU*e)%GjJ1xcTg}8gXwyp3{G0#;GlcP?7zn+)hQTr~ivWl3y&BtTuHWr($)c zru=4-$EetC`6b!k0)>;Tsm^~%UemR-b>4OwBoZ$?N{=V!{_@`NiDxaavd&n<@@~O@ z>3+Kp-fe-;mQQNadRx#G&s{t6s|D}2t>1DXl!lBIHL;4rG~5fl7VvgH9gma0ho(l; zabo%9B=u4n3|AN)efzrw{z8j&(?7MK)a(>%Oov7~D(QNHHw`!Ww*=ovy}<+i$7hR4 z{-%31Iyab(AIb^+uIY5V37a?Ti#;7)pXoJ?;WP|6$Gz^ z=g(xzj3?1>&@t0Nqnw6-qOJ3{%hFLcA~icRhK}0_vuaGo>G)Y_zUTWb29&L2tj^~% zka1{p_pxaV^gmb9m#m>9Ms)9({e3!YoF<;NKcs`xui-DD!vJ;O&GpV@40t}FC;I3S z*m>h4ms(C>XiJ{2!xbi0*-#?49A;v3=9-0Ry9wkAE!CYZ2^@c4z1w~k0a@D*gY8=h zNcMEBbRv0tqxZ1qjCo8{3NzyW+-71!j(pl)RTjLJdX%8ZM&gPOPDR!%{64nIc}olv z&li_fE2=S(`f_T~HV0DAv>!DG$@TTdx0(W9GBGI}Tsupfg`PVF-QPP|@SRsEVPwXJ zfqv}jjtLey*YbxKu$XX>%{g@UC==bPZ{xpTW}@cJItR%IOf<=-{+#O0LdN100lSrj zI}SHKOI&AT*Q7_O-vk@?)A!FlzlVbk!<7nEJaV3y8SKwmz{29;>b;A#Sjb-e*<-aU z3-49={dSowd?a3bxF2L=^r2PkkUR&jXC5Eiw3~z5`@O0TM6ux00%*E<*-Cq_wY`5vCMzHbiPW^o)ISwpsiq>Ag%>j`zHOSYI zi(?fLD%pH4l-rf()#-CFbB^oa%0Fy`TzIT=l+6bH{=!nv*KB-vE`56&x&H9s>vhM| zIpEcu`2J`v7uV-|Wws}CA(;N@d%-_0dV@ZSC?qbKrqepDnuEOaU!M$<^PORlyC`u# z2irM6lbEp_EWc4za(0A+>69L`|498KQB0XsA0E24W?$_S@}RW1NW!|ChYJc9{We%| z;i%y!;rWt-pZ3(!nJiNOVI$7mR~*P)aB^CHh6`V@Z2AHr7k0lB^``9R!CG-`$k;O; zUXH!eae2{IjDFLk{e(B3o=(xg#hD^sk+AJPI zXUx4Z9KnNgZRo(YxviKrq}BCb01y2+CI>dUa*?W>H~-)wE+#gdtN206Jqs@6&0oyL zf?YGJOTxKWW){FXILbwNTC)7_KpyU-AANJ^4G(nHzsbq9T*Q}4t*SBM!pZ8|uW(W} z-EHy3;~W>W{C@7rmf}J8wZW$q?L1T$3D>{d+lm%WSof4`t=Kf}<=i0kRxA%`m6p`y zfpy`SX@iIhRexpW^6y+sANIOL59MLH+D`Mwo#g&n;#WdlE5-wkZP&5p!_GK#`PnEw z_}s!MUoju4gB6A)J*}`_(Raw+suddTTgJN|wt{`cD975T6<0f-$s0XuMVR!ebG)~F zIA^K9TD!0fO2bjxTNMP*)e$ZzQx(8LI`3plQ5&K~zYI9>Z7}X4R5*HV7}Eao>5vX7 zOHY03HQ9#jlv8KQX9@65H)Tr21HxlB_?e9v<&ImEn_@K+j93lGS`-y8ELJ*|~x7hUy@kqvQCU1!d zwwg<4KG`Y43_GO~Yhw`>EQ&Z+Fen7eZT_R|RU*>v`HPH~iZDFm)ddq@5z6O(Y{4c=NFc3Zm7DJKl;A^Wxt;^@U=DZ`>v^#uvd}$|K7?SA_WVzL9qn5m>s4H5(wp zLi(9_uRamf;sTGl%@M=H@jb`JN{l0W-(O;RixGPJfcDl%F@El_{WH8yjE`BXoeDOH zp{p3Tx^%Y~{OEl$WrxIg8X(j8_^24soSDl$Cy7zRYV;m|B!=3fiy=h=V(kC;?b+TO zG5&mA^26h_7*STdhvCP>7-FAxy?#Ip<4>*;U&;0R=F>VhC5thbthe0ju^9F@DZj%A z^8C%SmKlwT@!2%%!$hta`*zK`!nPG-)t9ng-z~*pU2_aj-cF)0zjzOc%Ds|L*luDN zP9G^;e?|-ku8nbg3Te->A7DQe!<`$es8k}x%ghn;x7K2Gd7bhMB>k1Vk@d}dD(MHO z@`VBaL{NG$#obIF=KZhQNq+|(YhF4=9_E)wSg}r^RSu! zdwH`EMpBE!c~l|P7Ohn?=n>-WP)f^_4?Q`CP0FkFF)E?fUK(w9}6b|G!1Xp zoeB|PP}4eI(_aAf{W42FBne;|P&{>8oB(wJoRZ)NZIG1yMB5&~$9~7!7=KSbQht}O zX!hd6e9IDg&wf5OG|?RAE^5Q&Zi?-UJ8d{Kj}Y;Gwn0u)KDBV80Kd;FUD{vCN3QWl zq)zZ~T4QJ;Fq5pq%?8%n_ww)yDB+Ox*g`tsonILbLf(>~F2z=iX zm9}D_EpDp8RX#YXbFV6R@-TWut}~qMYuRe|mijqxVbZP5qkZEbwySX2eX^fSelggn zvy6)@`>lTiuX0g3wn*J{3aP*8Dbsfz4^w|cFVC{!qC(CfQhqfDk^5KyZk=rC1&D8c z?q)+Gdvx!v=WI+4$(}mY$A&_T?Mdw=92`+NcW~UCgAEH4=jM@p@Yz7-jl?oGaycHe zi`TM|_qx)1-Z%>|L~cGZQHnHoq&0V#2a&*PHlCCf@h9x|#Mfk-^S9EG%H6K{Yiwte1dW%=X{~ z*9q81FWUHx#B#WV)Fcx)wKcs7G0~>E97{b3x3fl=} zbrQqj)ow-GzC4FrB+ByPf zr_JPyPhsM9%jt_DyU2U2kUdZ%!Gykse{Sho0y#4>0&hQKz^zCncZ5Vw)26!)&ly;u zXV-h>4+Cq0C2MWW2}JK!it@QbAi#NIB36=#0>h-wXN;JLq4=9kzrn=4$^f{Q66j0m z+IV>>fu}o8I_9k>;CuMl`nM$hwAfxFOY++~8OuksECPzVdzBW95KxJ(uKKi_34`yB zia{5dI5qEj>0x;m(rPZ{Op9h>X2;C^!BhgtL-vj8PYFENTX!Ie#G_gt{5nbO%{Sjg z|3#p)ZTDV`5YHrnXu#?zhuUhpKciaaMVTvgBt1(@sU5OZ6k*Cy2OH z9Z8<2n^vcCfsDsd18Ylyz`o9&?HhHOaC;ISbvcxY-Sb>bE;KL^+xx-VV;>VcZ6~|l zUZnSf!f%)fv@0uBFa9&Fh|!28j|de1`A-q2(zk8cFJ&Kz!>?!rV)!e*yeHdUz`XjyY4VOf%_|}uorUX3Y6ckm?5D2FDa$V{PsO}#!&G|vV z;I(LSE18F5`r7*r-DkqV@7ZvO6%%&t?pj_Yq~B-!tsitCpdowzO?xN-YVz9pZ*c^+ zxwR|E3J9pN0|Izt-g<6j z&VSNKqLkj&btxE%2avA?e?p7t=qH?<~^zvA)??CLZ~} z3pz^1VY^{wX25R(>5TA+y|PRUNx3MDlJXKcmZsAp@?HMgknUW>M7haYN+KB_m!g9u z=bTtbH*qa-YhXbqUE-d2CX1Z!GNvyf=b*yLI$A+G6X!4ecWxUguZ(`7pHIrMg+b2t z1LQjly+8jNxj)4~#A0W#AUqgcnMc--Nj0Hn{ZTe5gD>?Y7PDa7t!Lh=%fiyOPiG4q zSO|FX?A^LEEUXjgYel88AbawN1^USP5xHnQ+=Pw)0RRC1{}fhtJk{SHCMqS;QdE*8 zqmr%VqlkvAq)3!i-;#uogd`z*@4Y45YurnE>~XL0xh*YaR1`%SQL5kP_t*0}pL0Iv zecsRedCqxX3fFIp%k02uQ^UdQQyn-H+TbO5k%jOd@Upk)z`wig8|~M1U~bTGcix!} zr0gGi8@RgzBi9uE&OhwHEZr_IlF!1tsvdnrhK+I4!PV+o zEPQ+xJ2&~R1F-_Wbu!~rJiSL50pcuJ9M*lnbAW}etuq@fvsq|fZow|z%0^9JU&Le; z8^#W0$C{-&@z72nTzv~0Gg-k|rKK!ne2>uP?q^}Q+J}|II16p}AIRP4V`1#~%*>v2 zHke!oBV_eEp)aVGTU^|Uv_$sukK4M?^Pd5C_2N!6|GC$4BZiF->CF$N8`;pCd9Psh zo((gvt-)3sIx$9dMb-XwqVIfkzr@ZiY;uV<fmW+r+jD-Qe2rNo!iA8_U}bR%9D?qvg+s z<9RE4uz@Q~x9bhwJA~|rDuBJDy0z+7T1HY)k*?-awG_^D=*hsk{J13H23#5iAyST zGPhom*yZ^4`ud$5RV7an!Vk3_;E#e~{NB)A4dG-75*IE%>4&&YFNHLEhkF3ljQ4Sne1ZcMe zlMve0yYGw_30uwfyPvO+V91>0S?5SXtt>+)wuOXoWxwP3e_${+rYbm}iM_gC_QbNL-`!vVz4++0(7AwstUMhY(A1gV}0iExe z)}}ftFKhdX9y=1(d8Ndk?z-IztzE>yyp3IX z_;C&d$lcnS0UW%lvC6$jeSdLfi=j;>i6XloHB)~Q9*^g?I8i9PtmVj_G7^ryip0zy zi7?UKez!MpP^)Y4PEV5q)iQ2AixdvVf79$jvpL|+4A*T{E>);pTu(-=XEE5(mVuh0ibBao})o+Xk+P|MQ%?Va|brNgb_{F&c@r z#&t=ZVU%v%c+PZFKB$pq{IR@2;=AGAu~9mSVLLAC2p$f6Ydfu+#X0!kE8e@-p99hN zl9w7NJw_&-*Ln~^BIah7!XHnHhi~&jyKjlFo$A>kL*;FmvBawV0Ex+t*$H_i5~N;9-qwR827_MDu&gLwzT%n) zN+R*(-nRmGD*qRuk5(iLaH{xKbHzw}B=_&q zl%o7ss9~g`LizO>^VFm<<&UKM1-~fXPH!1-JT*qm|7vKq-pj#juS^a8UJ_RiEcAPG zf~xby+RJ{bBrfiVoO?&Wu^r+j{czK1)O0|~W#ueWqje3;(ZBXxl~fAnOZ35BC|ib{dE zNc3%%%=}65yRS5VMBxVsUMa(W^NT6{*=a2HI>15A*)Z*va1NgG2wlygbheriv^`0i zgow|o*TEDoDFTxN=cxPb((C2QiwF{bMu%xC)Vae?_hl@9P3d4f*2`lx2gV;JFSJti z?q98NDxRuuYBrZs$fX|C99SgYp3nm=!=;`ph#uIstUYSU=)uIaPOAW=%esVleM+T$Z(-LM*x=;a&j#v%RokxG#s2!5FRCjG4kKHFw2Z&JD~Sb5oC z&pn=H1AG>3~k0cJmb<;_HOx#ajt$&vYWTy5vs#zE0T4 zRva)*>%_$)9@e|5cQZ}&rA1*_7p!=)dI$D)W8d0e-PaNJn$SPoC zuQs1f)_-icy4duslVzhVVOPfDD^x$wl-#hYpN%9t%V&QSsQvs0d(E<`xF78!#HTuO zI3TcYl?@xY$D-b?u4my$brwymfrZGNkk}VKEb!hk9Pb=rL61JYZgz?Vt%1~iN7UGu zwAbv;J+crmq^g}{#Ny^FY6 zs46*;HSW%6D9YjprX9opzY) z!1+xgA69vHAV(l0>Uc&6)SEbEiRB##dm=yU{-FaeP7XAOt5f}6zT#N)O%^IQHLEt4 zu;9O>)9g#~$+Tc(i$#?m48w@T6Wr@wV;hZQJnN>9V|zNgFy|b5Ce0wxQHv%V?NV8!9Gu zIqW;#hF{ClR6F8)2-06YU*4+)E)(`R4&`zb3TzL3V1g2|@Y_-QPr-F;c?XbH}(Dy-v4w`=mBw z>Y2P}Vp%hE);nxbx!Z(Wsa~efq?%yuEs+wwtqHHX>#W#s8WE^UPbwd8#7AcTmp0i~?~P43UtlWtRj`@5cUK?1y}b!T2gQ$F_HBg3h_UOU+l|l@@hTrR zZ-lR0nbT&!Mkv0j)t-)RgtG8v4|%8QC+`9^iUJRUT#`> zc55Sw_QyYb)7$`WZ-d4DuNp9-wYB9Iy#dCBm)`AeZ$RBMrl`-_M#$<;s4hLxh!ZwC zfv#bVc*5AYUv8oiEvGM82Guq|Cu4)*hoO4-lS)S{=jxG?AahsfX+4U#br#=xR*&!! zoA$Cl^+@MxvvbgIfO^&WK-K#VFw}VAob{#wKfjhZd1^MmbNZK7|Al%e-cJZTy{H}q zf9n*6M*+iNfyjH=K$Puw>)ciK5Pof%X(dt*wHQg>ZOZjnOyd-ZdDO$$zc5iJ28b+J zGGjbghp~50JV!n1z^9#ZNMUy!WHRLhH0B=R-2rj!7_sfFY9pK zvsZlha~%dMW>Ug?Ya#aTVDYwy8VI$e{hJf5fs1n11bvQ);Jp4_i+0rD7_V{pOhpa2 z6Z7V?g=!JW>9KRTT#M7qDznz2kI*d2Sve(Ei>qfldyZaV;EDI+Q-jgf@LLd6yRfku zncDp1;rME>wmsv?-@w2(nvtf%bp}2ZACHsW%0zzsGmV=COf1nWz3I_ggQGG(=|()Y zAnKX|Hs~`@K{sEC)8xE?gl;oHSTAMw6STBQayxBl$2^Q^{;jn)CDoT@Q)u<(x+&e(4#*fee zNr7+%8ULtoQ>zBWwGX6tG?@qtUgCb9w;JnN;#%3pRS>)PY;uWj6=WnC zTfV%iLICgX^EZ^Laf;odrm>%a6@6T1r`9nc5Pn$VKnfFg@7pd=KUxEp(8jZZ6189{ zw28)PGO$_i#u{<;YTP~Mp81r*>%8480fB0?smWxm-cyar#RF#_YcU`%@`^aHi3w$e zKl>P6Oys0Qh#j1-f$%GS?ce#eu$VMpXZ~V>&XDvhb7r9JltI3&E(800KgxefXW;JO zuttF^1Hw!twxc8yW3&*XjZc|KbXPwVd9nr;53h;YE~v%hbH}2dzO2R8pGWmp7BL~F zKCN#$&p?FD5_+~Ywf;Ka&x0})PI@bbKVV{SLadvgc@4glnBOv0tc5cn_-&2SBM6^# zG|LTq1Uawn0GIc*7~62&yUmP=-P(MMGKv{klrKUX<6&a0uv=pmFB3aXg$i6-T7yGD znqQkkYEUhHowe7N`me}mbp4)3;8)|X$O)-KoJii`-*%5MAQ>#acZdo8zMp+T3?|hV z*{EqVnOLlN`2JrC?SsZ_BtJ1x61O4Z_v0G8Sv_ffh4RP5is)kV1CLO3^AXQ;q7FMh z?K5Q^tVMk8u+8wA8l@bUeNkqt~ZN_b7yT&=;dsKkzu)*1}y z?rzL*sm1;$9-XhIsJx%gUzGmAL?zGA9nV8d%%=_;oLSFAd6-mkU<(6hQ#~c_wJ}iE znvv1b!-QMLo%~^+8eDd>>WO$*1BIRPp?L)ic>Q=ie4Ru2QnmA`fKN3f_c;%q+ffZI ztF1zGm1@}Yr}wW-sKy_kBFBtv40H*%ClyvRprCv2;xxg)(bqbDybmj}@TlkEP5KpB zv-fU4L#_g8r}tzJ*i_)R=c%x@S1KUM7961ct$+z@Pf*gMN`yIg%6w)t@WJn|n|{(U;~RNd=5RSy$60z9n3O{Gt*ra^?roRg!O|BAyqlR1A?0c&(8Yd;;bmG)|18U}cWCnREU#@_bJC77&#VTB*#`co0$ufrCoxw*$kXp zJ?eYEFA?6$cQtB_C*t&krGOLG_dHD?Z+IXgl$$xu3~` zb7r`|@2_m!{PC|au`>&wJ{?T85l)6%#E}2vJ2A++5)rWWV-)UBjLP_Yk3y>(%kbB& zSRB9UH=MLE0c``1iPFF%e6F@grb9f^or5;U+oa&$_Ppge z7g8YakGQ=Vk+8haEqCM5U0f7<6RDT&i#@+iF37a;gZkNn3GaIEBIZeNLx^P<(uj3^ zp^;Ho)9pa?#l<6_Ak8bGHW{a_Wip~!A$Sxc6_MoN4l+{d^-m9XG&2=GzW>h~ZUqS? zp9=j@wli5}9eEGzg}MuF_eP@rn2pDxz-aW>ltLmn0a?LcpZJxB;bL-yjCHLy7-exX zGXw6B)HA&l@8OESClk4xx7~*Fs`{IL%pm0Lx}_hoEfgEZUAtHQj)cSegv!Ztv50y2 znfWb00R546;@(Qm2$ae;(3NmQpzX#t2Es02 zWaA~Q_3i{_*PkB0li`T&8m6_jU?|e~WG=MV2EtNRA!LK7FE$7ku~w$sz&6b|EC^>JA6hSP>zS$&M_5!`FN~W5#67cnu3=eYkw?Ak4A)xp{@NEXQ+$aHiwOU`=6I^v8K1N-(nAj72T&*z#yIl4@lUNdu2Yc41*1n9Pc-=I&u-F#ckEq`| zVHH74F$T|_lnf>k_-^p?8ATBFBAO=L?Z=1^n>tSI`w)1IZ995)buxC@c`X0T|l@?A!8zZKz(%qN zqPJ?eE!A#gyONvQ2@hZ53!mj=dCMJQ{z#-+aBnaX(p|x_GY=zt4L;ZiSf3`^Te@~; z>-(c$aw)V~EvR$9hk+r9CxI;SJR_w4QQ z-kC^bM9~ILm0rZevU9~3y=>t6X?4AX{dN3px2=D5_zuQzD&~fXMWJH(^GXS=bbQSC z>+-!W1NBk~rvx(MG21cfFnKB#5&J!tBs!+TJ~dD7pGh)y{%twGrzi!pF*zIREHWXU z(XuUkK^lbnUgj+6P^u0oxoX@{n^;F-67^gd^Vo=R|&0omkL$(?%+KZF*s6s#8Z^gcNw$kAKt{` zMpv`B2~QIGcyw1Ndp2LUW!MDY)w6lKD#_6EjBZUU7W0 zv9oGaz84;2*KMDq4TvHL$UpbSFY&oNTh4n2~Vgd zV&|zNqpyd8A*>T_8bc3&`B|Uyw|)jgQNb*Dm3{68a+ci5!mM=AviH+DD1DPYFlU*G^)YfacM7t=R&)~756!`4 zwv}kBQy%or>RRtOQHYF6uY42UV&vy_m@kdY1!qH+iOonJD&AP=w^rq2uY%ps^zK6V zh;A0p&v}3cTW5rMFO|Z6)0E8Ldxd!aM9N3>axUgBu=|x5d9b4~)^vL0AyB2sutK!} z$>Mibx)~QEP%m}(c6teHQ~yp%B$QyqAMcJV$6UBivnOR@vT=NK=84JWjUov}h313EhVY*Z%;hdrG9X_5z=ntoPgssgbCL9S>qOO1t{qx>bYAlo3 zXYU^OxFLZ^c^`X!|I17w?5%;7u|yJ)ZotuI8Kn?1b89mXGm?qIWv}j6C?*jS^i{IG zMj6B>(I0t@&P7E1?k$4NMGPY9{Mz8%pK6Hcqq}4lL3~bE6cTiQ-wE-GJVL;#p@;pokT9Snjp{g-5Xu7NeifH;V)2GXp1{^p zqOx^l?6Lks;(Fn;z1IdF5Fx^z@8o8Rh#JLztBf)WiA(1C1&ZxO#7gea$CBQ~#Qa_L zcMpD*5K78RUu{}kP9%-YhIqKsh?(VfX02j$!pf|6k=9Q-@wN8cmrGN0;*i1YmA&re z#Qe(lv8>hQMEaUU>2HV12G9Sm~zXy=^8>K%6tpLxm#$2qbzZ>w~bCXj_l>Een%%Xrt3xN7BoW9JcEB<6pe7s z`%&onfkrspFRs-3MhSKr~}~Nd>`oSG#UQOa<|;kTCsiR7nKYuitd&;^(TREflJ;;xI&o>b zR>yaqPN?2mdhPu{CDHKiLHC>WRmAK>uZD3_CGq1#e4lxE1#zP+f^}DuMm!Vrh_w%Y zNTk{5U70Z~Awtfqe1`p{#1h_{zX-8%f}1#PcX$V#&@>Yf>zSbw$^Y$?=hC4QJ<0_Q zFW!_B66Z6;SMMw*eq8w5U8Yt}JWFxfm^oWY{F1S*Tk7(F$UPTMUu{-I=x^rntdl4q z?(==&YHNN#+@IcZtw-h|!CE`A$JD!w(0F~wxh zfkxE6?X=-=%88E$1QaAQseO0XuTkkLC+_m>`25A6M)WV%jg+G5H`Ors-`9n7Lik2> z{%sjLp=Y6W-fk_O2;s#9?>vq0%^6JNQ=$_;CT(8IZ>Q=Z@akHYQU#GOS^CsyXCq0z3=xu@AEz9 zJkN9d8_PN1{F?Js7RTmyAMZ zc@_h9hZY5|dC36jj_t8StE(XU=%L3#lPVluKB4zxNfiu8Py9BfG7wBlkN<7YfSA&& z8XMs%1i9!zJGSK~S zU(9-1B?7H9O2z^zk^EEXO1K6C=Ej*^0Y?T5B<78|y&`Ze+!T7izY?cSR!o|p5>_s@ zlUK{=@K>1U&MBp%!SPJZ%O`ZibD8!z<#a3*srvgoq!P$FB7E~=C4|ENo(}p-$IMgL zw&geJ2sAyz(R)b4v*K^l%cN=8N?WlbY)=Jp#(s49s!(zI@x{xur&Rn)$=8VcTmc5d zZ)=kt4J7@QBj?uAkT^FSWMNPAp+_c3n&^j`+S4t;<}_?;a9Wf^sQ|^pT3JVkh6qK9 zr0-+}Udi5>zd)9T5794W4gOWYb&2@*GEo|I0v8v0msH@xInhIM{Z#aOublnw4+VJ_ z7F>B;r;)G7m~o<-<0RlUIHIcXVZhqWO)94U&uN{!MDYy=eWug zWFN|Bo`|Pl-H8<~&czfw-eI?FYe+c;2dQdwG8twkC4R4(M}~1raa@aH88%#czy7Vj)eWcDEFS!3m=_Nfw4vK@pC;r(MiU)SG{-U z7f_(z`(WGZGgN#k?->-?S%DMQLqjX9E3i4FFH+_$6^!?mZ#33X(CHj@HfM&6J+H1! zR63Po+1&ggldD7>#>lfGG&1bxts9=du^fJTzE3_VCgaogAh-7}WGJS@j2k>FgL!Cj z@{R~S4Gsaq{tA^E;fyvD1~6^pze%RDXz|l&v}ZHFe7_* z>Q#Fwc*b0}D3=o4lT6Jq$u7s;2?BPvW|o5Nd)dGYrmCoB}CK*|>fA4@XMm3e!wHzyGU|=A%T;fF;-VB-FG}u~>ak1*&hmz&k zmK=J!@ERG?qWJ}b*GYI`F0sm~Ucg1mVy^YYpveDFQpR(rS@ zy(Nz?nl2^bXMnfVg&So2%Rk=Z?L@)*9tD$9Rt0wHeU#l~T8R@%1rNM;R^fhDv@1m= zA72@a)ZqMFEDgyX@R2Tnw8TL%(w0JOka{6xVp@vkvsaou+(`I79WNszO@fz;C#CE! z38sN&jz{gvK$@*riYh9DqegqOuzVR@eGIK+=17=ZC37cVm<-`p8?6?rmw}(^zOIm0 z3L~w^>g_}w?Ib-(-y4ds^HIwE>45@#%i6p5lw&?tI7PfZ=u?2@OP;pb^cSFG>94b1 zZwtYCt|087REXKCb&Wx_`OtYh`puv&4_Veh@_$z4;hNF+kQe5;ST^7Gz8EzR?%|)F zruq=)2EPnx)tSgx1z}q6|V-7U3&ilX1g0 z08l`$zrnZdJOw%nZ)bE8^F|-qq}1X`!TRx_S5}?nI6p9Tg!YDv;y8UbOLsD2oH){n zkI6_a=Ej?LltWHR!erEf3Ng7w4z=1aJ(A~XPVigY?dd6rehT_G^O{ShsR&PP-LB9=L%z|| zgbrsKx?Dv}-5o37Gq?8F1e*e<))fsA$0-me zaU~w*ICI%@@2$Xc{MJ%$-y2)n~c|^*VBZ%%g`er zNuv<+MQ>2#oMM#Vg8r@2Ul{~%_F3@`*p%U1-MLx0Au=WwJ}S4`NP&5Wgd)k8f~Xvu z?83(s>|Ap3`}#@>?#_I>ytbZr9xmY%?m$7zw*wy=Kb6D!>&?LPODP!b(YHKwpMp>( z%}>6If~!gt=lh$fSS_D*G=)Ni^HtiwXgn2-p0o9;Js32td8ryN^wzmhYpOAwzdt)gxCUul8CMbG8dyl*ll^h91~Yb7Xst6f;IhwI zC_k^oo<3`j8M8WQo!pyZC0GY5=9G@GWF3B0j{djgMJ?*b9%nw9t3_Bhza~$;4&%qO z{g(&VAuvjN@?2mosu@ZZ`VZ?ct)!(Iex)9xN0W=y%arN615LICTeFRextA^u%wIn1M6Q!~FYozqYIJVDe&AbM6oi!$&Mv?KR@TFXRZ1xt|BqZF9fuU3qA>UVSZz$-@!r zpWd6l@UTXY`^;;W2YsVzyFLGS5URQU#CMp7TA_KA8$&z<2^lx4|KZ`+^b>)A0U~dx z-`lW$9u}IeC6_8w(%j6VpeCom5-ud zOIX9-c?j=%7f?CIgZj}S$-Gh?UQW#z_I2=}b<|Da=zKo@T^hJpvX2kujMH>(Fdxl5 zlWpl_KA~ehiRE-Y(sv}eu!!F~Ec?(F%g5C@xBKyfJbcjT|6#s^huP=rBO(HMC^oIt zr5p2bxvPGpbuAB(eUYn{&2X_d$Y*`?9WI1hHh11p;bKp9t;@H+y3sDJN)8Gv_xCP~;~*`=`($h{2eZmbF7NZXxN^Y4 zDA|jLvj=L_-4->1Z7HwS+ezSE)#=wY%tch(>v=h<9Q0iKn)0WG1^wopRoWL>Snemd zjCPC#tNFG5!Zj=eroV$q5*w-F*`8PXIrv?9Y)cLC{prHD4|_gvU?pYFYIWuyLe0w{ zwTX?tmNrL8zHGc6)^>UQf(7la-PL3U3ws~Sd!Js)fm^D2n?fT8>;%`sg54Zw|MpMy zSkA#yPLt-c)f{{DToB8G((;Jm)%#gU7TbB( ze}dp`GP&ro91Aff&JDHJEELG_#e4`p$+Rkz4TP}Z{P>At$4(Ye*OU6%qfEq%@)r90 zF+uO(tKQLOVuR@1PUDsaJa8!d(i6=@V5V6)cMA(Wy_>_GQVAaa+$_^q$HKjziZ(lQ zSunEgOi?6oycILa5wRzt9_?~|F$KWVaC;LP_JXPA}NdIojE@dk+VC)Zq=g9Xa4>@AyOa=0HooZ2X%&2j*UD^3n-? zx)FVbFQUPL^*c*;fHVi5yi-jJI@tJXHYhGZ;Ncis4~m@OAZzJnQ;!f1x?Jc|0l^$> z(4t4h1#xh(_^{!a8wWut0&kXSbD(5%RZv8X1NR7L57inr;_k9d<^{5`p@f?0V8h1Z zbY-nR1rEGQl6QJIad5gWSSOUgw=-xaIQ=3AhfO`w->v1qnMV%!DZqh*U)JX)KB2!$ zo*vBdX5*!iudCR4HY{#yt=&TOHDWV&iAOXWFEpd;uXV9ea9%nxkT}2P^5eeqjYR)K zZ8v`QA?p6_hKK1sHqIn8y`oL9U=Sa<$cUI5F$ML!eq$DD_hgO?bTd(%{@|dn2@BbL z5l(3e3w*g0m4|~YOupj()R|=AmV$b8KJorp88^R&g@lis3`m`SgoV+*@y-TG7IY35 zT`ucj!o$d8DhSBxDbPf|ffq!h4s<2RfF2QoG5er=XuzJ%>mB;kS|L$6HxYP;tAtJAs%>(}c<#f*;+Rp6%GyNX&V!pY*phf{%?` zw0#IaUBwYR6HL@;wozb%uo`hM_2nI@D_I!3x;|6SkvMN4x$BBJ8{#ciG4io&98yqq zwPv!BGbHj>x{8fgyQgM15&b&t^<&bkm<@%Mf-QZ1Y#hHMJ#@r@;KMoj$>1|=M0kGA zto=>!@21j^%;OxWwx?JBiQ>S>C~nUs87`W2iyULsxQO{1OX^PMz-Qp=f6W1eE+&j< z9oxr&iQH1}8F^x!a$;gP8jmt2)Jn?Y@`25+huAu{Y*u zi}Ub3WcEqU79K97Fy2*yheQ3;Pwmk>{7_Ha>*3A=-Lgk^-fqG-WooIh$~@f6F`Pa@ z_|Tl~j`d2TT+pnY+l(F(K7L4yZFP;0k)gw~X;XZh5=u{VoZpDwokAP8PxB%4ud}(o zhmS{XWl!I9@bUeC<&W@7d}s?P&5J(9$AH7>?8|0+ERX#Zd4+gi_QPpc<+w(a!^-Pt zOd}SbIC4t0xe+B@jr8=4Mx+FYr5^BXgwJ2)&)(XNpdN0`pZd;6Vf1xxH69uXUYCiN5u6cV)G=jV}S2xS25e9j^J)$+lJ>Ntw zx2bMKKxr<=hQO`w=Kkx3cOy0jvC>wkHbR3W7b(@x$Ihee8~bkZ5jFO>rC~K6X%+Vx z78Cb2H%xyQN91P|`UVEn@Ug4c@@r5nANw_P9W(3rI1&FvcmD}KSP}9ILlJ~RagpZ4CH*){MgLpu!6t|CuSB+PW7<}L%CHX^N zZ59th&3!xFFY>Tj_K(UH86G5NI(QQ$T>J}Bu{=i1iTu>7wQE;!A-D5yxeS|&oFC`g zgJgM7T{|eZf{5zMlA@EdTqNvVZW%+w-(Sx?3@_%Q(IV{3tPK~-ju-DftjNXdF6+e5 zXB>2Ei``x1z(G;qI`5!`Tu>7u>vvw}qP-QnKe}*nYRXSl*NTho?tN!o@8!a;_O;}M zAQxjJjW5%m5`OPkyDg6JgJ!X$y#j>ZKCgE3?(R2k zgxEW56$C`jvG8=mWeYz-|11om&iOrK!u*U)(Jy~Oht;#;R=lp6lnfpwL=;|it z5qdl0Q2R@Fgo)1Ki#K8jy>5@#_|YJi39rL?RRITxJ>}!eVd_)^YzGWg4KFo7LE1l8 zf>w{CW}hzf9j(W}RY6T1>juP%ysfwz)PN^JyB$N9HNYju-sPuK12|Iek88%(<6)cE zrmh5YzrAo)ZsE}h!XFSe^eXsT1r+qPx&Kb*YBii6=H;AFD83 zb6mvw1p^72(n2k&Dq(+JUnx?%5+B~bkuGy*;OPoYaVmp>m5IKA_XMg?iIzM`!73QF zj{FT9VBkNsBW5dg8JHA`sOlwELPOi$_)P;H*AsYFe=_Lc4Vs2*-9STA_EEcrcQoW# ziHKJmRL&3|~BrWeG`^K1q^0oIwefOPubRqC8z*DigY>_g8)W1=`Gp<7L4vi1Lt@?U3cu?W$!Xb4sUy18eRr+ZKwW)4ich%{99A#T#8xg zxkV~LMIdk3pt7^80N%2*DhWUHU?vmOo?l#mF8Pr~8hynO>UPz#%P4`@j9CBNniBlg zc$a!(OEHYM|F_(^z7WGfNuMTP=VN!)W4S$Fb7A#B!`?nH2Tv|Y+{bt>I@cQOJW(R@ z8SiN*uq{BCLDTT0VgasSe^ngXlaGDU3#y`>^U$BlcDsH%2ciGWDtupM;qzvmXkdCK zA|wMDCD(HBy3bPlPir3X4i?+97UiR9$uKX~Fdy^WoqG%f^Kp8BUFh7LixWm}Up-Fc zpv|h^JE|-TBvvg;EFcpjPqgz&w`Adm%2=%YvmE^J>@>PGm5bpr-d`3Y7x7EqXZ0CZ4;UsFVZk9h)+W)w99hAmG)# zISc*|mmHoymjQzr-Mvp7vS8cPK))cGgQ;EO#xVgoxagOmC|;F=tY4c~4$Nlbi>AxV zI>T&CJnE;cJC=pt^>zc@Dw$|^7E%8^orX84XZ)E+!&83z8im)HkoK6k6+D*(_eCFd z0@+zOlDYC!&fzR%Jj@CmQ_4j0)!5a)HfEsgz@>LBB5AOA>7@K-?_=EBerIU@uM|Y3 zFrMmIK7v||mPq&VRQO0nEZ_~M<8wXVk?|`H>wT@2YZj(K%1JCvHS-B}^)K+NI`#;H zKc-wHd{eMm?<{}w!DP6Ii^vzvOTza3X&c;I@1bL@iq(IL z?!uz*!l=p1SXec^x*)0%go@UW^zeKP}BGf5?MDWK~AJ>#lfacZ%5*@1Xcw5t@ zywEug?U8XWjz!0ytjz4~!wa!EpQz58XiI?TOYz*{ibTBrdlmai6A@&jz9Kz05gCi< zV&={9C^p+9q)~ep{k_MV-c829RM~i>VtW*lr*$+*T``!Kc+fjGKOUotH-Ge+NkB@X zw8rY+3GjaASwbc1EoWfknk5&HJ%xN26ian|$~0aqxbT`(f;39IniNzv4z)9LzcGd7Tn5P}B?csaYP49`e`{3D0o+ zI>d>NeH4nM0!`id(|52VdQD>E=R0_@LRl+XHykm|JypAzQSi`u5p7n!(s3CQx*+Gz=smt@p>2 zqOs|Y_O;)vSX{j``{NEJ7JpOUtWS@M!);B=co$wY($xR;>}!ca(_)LI3pB!!d+3pX zuyzI2(KJbhcQihnX({|GbQj}lc{AVb>2aJdxOw1m%CuqxkzvnTupD}-UaJYP2w@cL(NfgpKwV$92&1^E!q-~!ZLb|GdTuD zzm$#?R7K-|00030{|uLRJXL=f$I&J-k|;`4niMIco|Ik6DyvBuk(rP!LiWlYci(Ge zbMM82Xi%adl$0WpRY>(Kzw_7k^*!gj&NDvm=X1`NxuLeTPACf4Yb7Xm9KylW(k*fR za0L8a^GE1;Kn#2+)cif983#%MG0M|_<6-h0PKn%Shn1koxxz--Q;;k@0AV0jY0lvg2v7piQ$f z`J5L6S9vbVN;2<)=Bc`Zl24KFP2kh=bFvZeeaExBzxP65`BjzT`;j5guDhyJt$H1w#u@-@EW8l!P;vY2O+=z9NT_If{#Vwx!1Q6!8b)|F4j5;T*E3vsK!a)($aJbb(0{o^7+LH z%_NY1xw+k@F%kAjDlfb)i3i6Q-#Xl%#KL;9@7G`MPK3IyL&`o+Q{c$e)<;!YXa zpw^s}23wB`2MXqoI>da`OQzqyoy4DOtq=QSRX0H-84KgG5P}H}j z!9_2Pg!>~&aAo_3xhLNjw9R*2YZ^$D`hHMwO@Z@Vq1Pry(!l)H?UE$BOiDXVnoC^m0dw7Um= z0r8JSf2D%&={6A)nM~O0GWzP^>m0C)-=w13m@xqc`eR%&3w6C4M&bIeZR^j6MO^c zUmS`0`dR2aV0MYvcGn$&n z@Yw!K(WWsfto!odQA<7z;7wS6LpBXkLauFHH9!U1h~wF_GE~@9WRR$yPl4nm{F@_p zkYPbFevRQ)GPv!GZAq9c01nsppJ4nOdi* zM43XkUdCJT#JmtP>*Q9e2^7Ie`NsjI<1C=~8Swr4&4f$lqv)*6gwV~0@35U2ko{M* z`GPD1L}Ui7`~?dk^2WUCFdmqLP{0H-#?t?;O0_AURDV)d~Uz25A0$N4QLZ1an;gv6UP|4u>J!>l95W{t-SfBzJxV|+ftQ?Mrd#pS4y9|7NpWWT} zvkd->=c;5TmH{VPG*C*k99}f|ckl*RK+dvrSSw!%8B2bV9j{ixn-dKe^};J*>C|s~ z@|y}^A9H8CPpp8li*>;z&J|GS`+y~_TLJ5B70SlmmBZ1EPsVqys05>ZV$P!?Rp7)9 zU$Z`~3ep0?RxC}Zf^M%2*Gtn?z3LCdJT+9pdS5N4IJKCX;bc14JwOmwMS~I z;px9i?Y|AH;n;{|z=dnoz_;?x5_j2Z*voe-azwcXwt^sQM86iE@#n>R#MDB{zoZ{F zk+qO-l_>3fyB0PL=ESrH*8=mKJiksrE$BN&*%pu2z!t5L$s=vV${*(;*HQzL#@%a| z_t!#z+q#a`-E~mrb&lV?vks2S_mci~)IrhYf2y$)b)eTeb}W}t2fI(NvKq3ggG{Dj z1I3~a4rG5RHKEkP+uYh`g9WwV3{qxbl%H2Rbvv zGRuZIU|nc4xwD=F=f@ZVo$oo2=<#{`lpzNeRM-)8c@A(sMo5iRv%%bJbRkTR4QstF zjnQ@35TbW};IbA6b`EQ3xOQ_uFNoPZSIB{|i}~XsmpJf3`sIZNH4gCfB&)qT$blbx z#+#=f6L}ds^|zDR@bKHey*E_Y@T~0sbFUHyUunU^0qwThs(VRnm~YdM_jhK4mA>=uU*&Azx7n@mtCRzC zwci#0NO9riqo3}rhq*Ay%JIv%#D!f;M7Gy;a6oH>`7xEq%dXYox10zEqz-kLReWW` zEz_SFiKA@D+FjkpJrgI{`S(enp z_C#lY)TjrAiMN4OYwO`gt{okNi04JL4ke6npysI{{X`xI)|`+@dE~li7nW*g)r0yEp0yPU^-w8xG$6H>3p4z-{i0jA@M^5W*&>bu zy96B{ezE63;b-lgrO_Nn^WHM%9LqWfDg~(%h_g`jm z!Fc6t+}Ct2G?9i~c<*r`p(de&{FVb#`4WGART12^?t4@1!~u~P-{(j&98hcSZLZtM zfrc(!&WCvp9KU7ut00OC%L8aJwRgA>Q$&&P4Clf_^8tsShqzF9?rK{Ek=I)tZ-JbL z9OyZ9banb!4*Us`wi70}qDs>R`w6Zrq}N@s_2EKW!`I0aB>MZrK9kYF1>Zf1TkE+* zzJ7|u6>eO}fxq|r<+yNE>|3OAF9%K}md4e`68SiP|IkO|CD*z#XT3cacK6HI_qQ{_*`kJSRy4tx3hRkyR2so8--u_d0l{0n z-;rj5Gro>%XXGn5kT*VW(73<`CoxZk_yPxRM|kB(9VIyRr0W?IecKh`9;>g(g&U&= z*|y?b$dDl4@)P5N>2B?p`QJFe8g*O)N@%}_+oIsNn;1G=dydQ@NwbMhLWfGgq|C=&Gm{Ta-g)p;%fupPaMlf z(H9-qpy<8!dFovbIJ}ukwBJa~QOA;<3B+7(_d5Nl{s#vl2W>)sJ>|d|zd>i0P!7z< zN1c!&e4-;*qn%A+Lo3B`Rp@>;oZ%V0EO~|vakC@dQDz*d?bv%#htSnP$7{*s8yxsq z^*LDFivtnl|2~dvCwxt;+|#m-4F;lIr$Yt=pCbcr7n170B4+2Hj7uHi^P#^o;_JX< z>$_&37&f$*o{#$Yf(=_=I&G5cX2YWbbyKZ7gs%h(>{FCr!%KNBgG6yQ6gKxwrC+Fn zN!w?B?bEfeT-!k}<61 zZH(Aj1unhie4Tlf01sKU%I~V+*b$liZ7$WYgZu1PQff7vF#BYhbF&)wjTHGci0|*B zZOi*1zAD&5ZtwR{uY~-B$l4gM3aA>1*fBCw4i~F+|8uG$*2C;I7lkXq&2WG+5?BfJ z-Kk2CFIU1zLy@$-yp>@0-Sa~F`U?15?61FDxExk;YqoEESq5RBTB91*lmXxHr;NK< zr7*ToqC72G2Jyj3u4As{#Q8#oRjpJGW#)oSg5u?H^O>_;M;xZyL~e4 zt$hhdZgtIXRV;>&ueMI>vkPHd-1sL?bRqOKn;-l~{C}P6wsMewQs{A^JLo+no`3UH z#M`s z6;A{seB_$Ki2D+q~|;n&EX}IqBi>b7=eZwyz;DH+So{s&N3w&zW(I7jHo7 zCJ&uE-45{2BdF5pz%B4hF4A!=4uKcG8t)_XLZB|^9j7oc1QeOd@e5%gu+&2Hj)cEI z+>9?!9-Z}uoo27c2aT>neYp8y+3~AT++nGbF?9xpHb&+;m%6~gt&OXmx_QIX{jM5O z=H4*5|IJjCvlkeIYOH-9<^ffnli5Q{9ig~t$iz^>8bTgypX&D7jtf3R{L&;7WQxS} z!ITbK?~}dMZe$0>tIw-jXk7!-+1IDfuDAxB-)UJ~ReLZz`hI$+qb(HNQMYyD0jTpL z`IqfGgE_klmX61{py5V?$cN(|=ssZ6pSs2bqROx8A~YR`Tt! zq9GUf7|xN2Zy$)YYcz(LDv&|0v&jK@kp!8 z(qNK5Qq?8YL_Ro1(g=@Kjp7Ckf7{v)ncJatT4!`^SL%BSh<~5;-z0Swdb>4Q5e-@y2 z_JYph$9xnO^7pbkoQLM)uT7o%a&e<-T7kEBE>e4^t%OI3{bQ0?mQp@G6>xCqTwZ{` zvuivzc^9Bc<5iVQ>q*!-S$bRb4hdbP7`RKT{RX+K7K59!CSBbmi zW9uu!0FC$gSPTJ0HOU3|DKARt?Ew=0n_lxFokGG(Eip15Zjte=`>hM>N6EOxLb|5Z zkAy8e>5gxh1^9tEuspZ80F#d>SYIhCz$J&xBkactaJ(XBOHwQeb!G~G?!H3C#;HVI zv*i?gyb!R&+lzt|p*^FyZe-l8V!9>n8VMV0&8$S1l2AYNXz1q^By^-jm(&Q5@Zu>@ z87n1WxT@J(mI)b;2?+|Eze`4;D~n(6?55y1ftOEKUZvp4Bd=40ev&X({K~bUZ6v(G z?mb|!lY~XTsN8%q^<23UKGZ1Fcmh1^C`h&h;%(pPw&(ZE;lrK94??d&-i8^5=}+-1_|A{;s<23mArmOZHSBux>lc>PE*iG(`{Yb z3cv~4RHpR74IUED}Qnz0-;xP^pK(l$Tx zhL%N zd?cY<)@T%q=x2+L)^8p&GU_>xFCUH}BSkGviMp49gT5;5J98+QOH%*d@Me8%M+) z-bcm_OQLzNy&~hb=U(P=J`@a;&g!Oorr_wuuVdO=Dt5l&6;)QCVcF%i)*4(2R$JN~ zIy_Fs8)dpZLQ}-5Qmy)|fsC4u8X_v@$%r!6^Bwur z?#@zh*Qm#@%6n9l`F`K_%@P`Z@zM3Q%%kGcJarO3F$ed~P0(BZk@4)HN^L411qGXA zZ`u=cH^^tV_XJR|UCbe!e~5zCLOhF!r>UqZD&?0tLq$eI(k6uz8qy{TxY4at^n9iB zUL%Hr&pqYGe#ldhHe@LAP=SIG5p!}G#N34__gx4i;;osf4G*2B|W2}qNk+k!@m?POcZd=;H9FZ7}?6Mi-H=4n`!E+sAyv zcqL55bHQ>V!dx1fmv9bzNu=YSB!{euR5}VcC5OqLr=d^m%#+$UD$e*M#m}W*tiDuIv99NMHoKOJ&!)oqV+bxC9b`w2%o6?jlf2sT9-&`s!c_DUI)2-= zz?q}cv2Nab=L04kPgNaPE1=P^ux8oiy**TvleYGl>Z9V8!Z!QD0V)nu|JBW`BKjLC zVp||fM^CQ5z|R&sZd!UEWY~^@FC;4@)w&pj|EzL2)k(+ggQ_2tI%v3O@})H2a~ckv z>g{~_f` z3;XzhuZfQ9WY%50GDE{u!_Kp+b2R++$h|2%fkw=G`m^5uXxQ0QZui@XjtpJ0t%Cpq zyT8bmT`gwdulQRJTGlghwNDIh+D0bk9@#6je}s-^S!I(c5_GI^{9aTHlO{Jcu&~Q*9d`Ol-L({?Ka*qiv?;i7?Xb+_$J7npmb8-wE-XmhY zK9PYkCPpvzTxFt_Z(!(gqK}Q^vq$7E(eb}j4PBStG^}kra#Zyn4QJwq6hoZpsC6zn zKDC#QDWAr6+|Xg*QI104<_ZQD7G7}qV#>rTkJl?7{lUbTV9T`^8W?zC_CS-+6den7 z+nzoCPDgG3u;GAtI^NedJZV70n@m5Ib3L1ZH)9%hAJt^y`NX{J8%!qdI;l96rO!gO z->wqpM_K59w{{1ul8Nty23)s~FmRvjuF=^s2Ku}sQCla7_@9N>n_4sRvZq9;TQU=G z?3OYLZD(Rgu|RWA9t%G_J((19q!2?^H5y&_WMNQ^LE2FdCeA1s)Qr4g;F}xy@$9z@ z~kOl+Nkgz0rG zoOb7W9IRzwO-*lsutg!ln~ay+Cz;rp*lr)XnThp07rM>lnW*4&;Rx#o1K0X$w)p>K z;Q3Wr%QUYr@lkw9PkR>=EwuhRC>&-XGruCmZGeUO0e6l+(`Mn?AslMDCcsqX$G07q9iX`JHx<`soTn5ng|}bWu5#4 zmu?p}FUCA(V5FLGEe|gfZ40HSZe%8wrYNSl9cLl!rs?a>`z*W|`;)e~p%Al140s-w zGcjrN8}+(U23n@1&WIT>aF62o#*OP4`0k4FmJVYEa{s)6t&If#!&B-fb}{kvy6XqI zPnp=1U)c0-DGLREncn!6&%{vC%VI4K3_P`|c^*|6$U5SrSH6saTPv@5++M}NiI1Dx z`F$AJS7Y5SB+0}%p4BB}4iooz>@2t4&ccWK-wkI{Sh&Zxbe>7*=9rfD^O!tQ-|{kd zaRmnQ$URi#A^b~sMYJqOk;u2Pqf9H8fo#LH5glM+ozA@wjt>(j*J`NjkYr)sn`rMp z8(HY$bn@ppLbt}uuiD8U=&0PhR^sF-2I?BUvr`=<=KDxcXcysMrt8D&N%0IE6}Wb< zU5SZy7N3(QatR;WB7Wc;5V~6LRLJ*X;rlSt!(vAX-Lp=pJY3GeE%dAYS^Nx4V!1M$ z`sf%D(6UP@fYA9z@{Mm*L>y7lB@!`jzayT@3EB`G&nJ-Yrx5RNy^(Q0or!yIXk7ie zgMqR-Bc~Is==kKz{r@t~)A8WBE2?eHGz^-;)3I0SsF&ntn{7Q#qVWtt{jh;#dX z>)jSB#8V9$Nx=h!nEyan*+nnJ;BevJFeMTWREN&0)sqlc_o(W*LLs)~Fixh25@9El z(c&IXglxXTAOB-SJfSO-FaIJU(UZIS`<6ls9BC;uJ70*liR6fc#UzXr`%c-?N%-!| zvw8fn5QT52I%jf-Xld2l_^N=2;NKdSA1)DbAm!OT>SZD-&iVW^q!TgnuK3P1r9w2Tfie;o|+3A1|CMgnjau*zPApq_6iF^LHS^aEMhII$40f z-`am~a3w;{e1m=qA8&ot*e4nvuWN@#CFe*XM&D&RX-5=7N;W;j)1naGi|)7@@#Bkf zImJCzQ~)FIPv+zL1;Db?&4SDVIH*ZY_Y4+bV#UjyEEOWS%9d8PsYIk|?+ks$&u7|) zA~{jNLWFPnqPujy0NYxY-tt!~zyitXT#2cCJnNBf>G_+F`T%o>@f`&?Y<(bIqq6{B z*VGwevP2xxEl+u8PDIkjAK_Q(hNcxF zwC>L&tdSuiP3FDdCPD$$%C5REezgGkiO%P;LJII`Qi_wfo`|bvnTMoPi10Fg%MteE z*Tv9==DE&7{Jdf=^NvHpZPfwgxGEB+omd}x4;A9k+Ep&%zC`FOtYJ4&iKsqhLQlO) zM0kzuiVbTDas0jN%II5#P}g`MZMmIO`iKN zuMj3eES;F$g}CG;czp#wuiA^aF0TR#an#rJZ0RZz6dO2K=1-8ozFeNN%$W=Wmp+9Y zF$!KZ?9r+(rr@SZn%J(X zB3DQdSaf!@&4P@#eTMO!Y7`tvtbOn|or0B2h<_6)!nNVwO)PaXt~JTtv$P{2sZyt1 z*`A+=NXx2QzxaOsvKV}Njs&szl}}&nBjbC-T*{&=WNebLRCuRAf#}ZEz#c0K95<#; zFQ1|y_wKnZ$79HFe-qnQF+c(%IQZve1qo?JCe~^(B$W0Boz4W`dMK0#O_OkBwR(<0 z78#>9Lq`JI$mo3X^X}>(3Ie{^maXaL`?WiF+1)l0j!t_gH4;g%eHy#eTa4c)S7RL) z9v~q{qeeh>DG6JKHtLo0@n~Yc8x@tw_~&&#u4a~u_fM*49CImn({yfIdIlL($B4c~ zsw7-LYMI%i#*fQ~ZT)$w5FL-t{$kG*Vw~n!5c`kckHyWqetVJN>oM4{wVQ;$Hr1Xx zD#*7VD{2e)c>i7%JoA<#p)0q+=R#>Aw!PYzKf9U)gML5Lo3xVa{~WD4Rkbz7kc?)F?%F@0WbAg1 zQGISp!3EpJ_USVeY`7iSKb~ELtf+)to%Li4oo#M7R!xFKF1y(>j)dekg0byd5|o_9 zzpAT{z{_BIy8R3X5-*OHzrNE=_Gnuua2(Pt<7(;x##aZK? zHN_;*CxiCY8IZs=f1!L=iiBA8yn9YZNziMweEt3h|Gj|Rp7*I_7z(-gbqZ5J`%lxB z#*gow&BfQD0Tjr5i$0*p$18dL{Pj>X2^0EuX`^m@J|28)<9d)l{i+)8)J4Ku=RGdF zD#*z4_-MP2&mXg6LQU!}1+n*Mf-GK9u($PKT+|aXqR+*xjkhFWwrWz(!J337YhIz& zNq(L9FaIWVhJ>=suCC2#B&;G_k(_?dogH^x zrH}%;iUfI*Lc!f<2eWrx;ph1}-Sok#A_)7~_wBh^g#Y3zk|}?R5N@|6vQoPkb5*zU z##@UKcZw{yZ9y@<(y8RarxYaBKFIj|iww(?!ZDmbWOV533B>XHa8!}=#4(S84+J;G zr-zDQbgVKcE#|@b)MFlDaOSSr63gMH5uK>kw1V z9x29_ldJvGEsK%1z9KDpkYCpZ!i#8p+(S1KKJT+H#-!v_+3A19_^W(riKH$S?XoGK zi5*nja*S}(m8PM4!$P_VhlWRo{e4D*sW8>jJWfAK#cI-jB0=Ut0{@y0 z85=5YC@&Bjx zS3Xo6`uuo#B7q9uaJ|M$fmG~KkvM;ZNyVlY*CXeYX!zW7M=dmghEO8y`{k`AAdHk8 zyt1Ga5sAc8=@&{+_RPqd%g39u^6?IOPDScw+vkF>sfZpv&~2(mgV&Dnz9F_`D)7mj4oXVL zn9v#q91>5+KlNh3wdQrIZ5;z5X7zc_2@DADI%;4i!GO9~MBc=8I-Z?yjw+6%W2u01 zszWRtO-U)Yn!_gzfcK zeVxmIO|-ws%RLMP*w0gQ*E7(%CptHHKLZBp3u6!XGw{NYQPEq(fPnFb6$hpncuY>2 z+2q88iO;FCqD&@|#3?<}{Y(tWd*#`jXJYF6oaTTa6KbNpBGtl7bb06&Cy6j28L&0* z;5sJMhaXBr`!JF09crYOz{K0NGoI?5Oc?fv?443$!D(%UO8`bdxxde57P{}IPD=(c zLHjF`)F8uzrsj{grvRvJOflb8rARj(owBhdlz2kH|b@9D)`!}DD zfSba~CJZ?GCC_M_XF&8pf6V#{2E^q1cb`K$4MUAVqFGR8*Y-XT6~K<*5vOms`5+c`pOwyUxsSHe({- z<)iIR-xxU5yDvvCoPnE>2TqE*Ghkx;*1qQg13OLNUhBcY#H=2Hz339olY{MT0d`}5vX7l+87?}0+)?#Avdz0$abtd9wB}j)~Gx1Dw zg#~E=3oX)K!Umo!h%6XvvlnOKt@6%c!VMFoOIbD|7A zgAe9shRVPV)Ll5{#zyhLc(TqaHYV@s4G_x8kSY0g)9aZs_+LsLusq0y$3n)%TRv!z+-`kZV zCH&)|(rxAVHS=PFLv}gLRaDk}60N{UYL8R2RRz|J93y>|D?wTLYqy_w zCDvVzc>iuw6?WP^zL55`3K>QX6icHjxX>R2r*Ejj(C>e}=Xh0U*f13xE>n$u+Evl9 z&}#TH?O304s^Mra6*=^y8Z9l&0yUmBNNb3D(75o@A6IJyoos)yB^ zHv#{)ev(?U8ZaPuHPNJjr8=wH{B;5Ms#@oL+W`A~vc)nyQ3B~e@Xppfx^Eyzv?r=cT;;XSZd7p-(vCb>AJlQ$|P#6#lJ zMZ$lV@R0Pj8VfG24;HgOSh zc|dymPJVn(R2I}6;G#X@kg?`LKCbFP9q&_I#8mESE_CI`DbS<5$cT%+AYqRaqFfww zNCmeX`0hNgp*R5G=7nq2I03!67k2z~1`eh^;@_V9JgQv|UR)1|WwRNXkAXQ&7tzFz zz~Y_6d0rD>*Q(}a%jc!UllD(6vkv-hfjuJHb@=R}XZG*sLl{q1j+gy;i0j@f-<|sY z5SLp`k}itW;i2BbAGajxuwx)Jp>6IVzmEM*F%;{t_TLLNt4j|N(Y$%FMnf%XgDi)1 zTWWClu54COLk&EdG_7WQYapB=IUB^Q!Imy}g=5caVB}siHcYNTOS0!&cUcX@`@A!< zifho&*e_R7U4yQv;+0CLs&O;Cb>p$;Rd_`SGE0xDf@WX0W&nX-|NecGhSF8o-%mM{ zTUiO+nhK$h?p7}O8jvfV8z>4;_tkn6{EERN7iR4hY#`-d1^;! z$cJ*YNhZ{vbScL+;m;!^v2xt`6#m`n0|!D=w2@C89Bf&#gR{GngSQ@AZ%7t#FifY* z3ZCKMwqZ$h<5CW)!syRM0@(PY2YqFr-z46(7{(UXc zOt*D9$b|1wfy!@v3|!OK;#pTQp#PlmEt5YNT)UFC>74@u=E9tNqt_Vtd}8xCi);oi zpR_M7iDN+CGa{3sX@@wyZP+bzDepiwYtA?;GPE zQxP@iqF0eh#j;&*dS>rav2cT$tmzUO7HSO;db_E(S~A};uSmnq%n9C`F)H?cxOR%o zpWj{zeiNy})|(I2*dSb;tJs8__KNTXFk@hrnL!(6hQ7|%$rGKKE_4X+$bB)$B8SeRk?rj0rhJ3 zn%DW*YIK-pVxEVS4=T!2gmUqdy-KH;n1ha6ReL87QQ7GDQ6iVk1NMzU>R zU|du-gxCgEkpVdfT+8UN+mVaSvI2*%^Z%Dj`F@jiEfb!Gf2B+;?qj6pWW0bx2C_wd zZ24lFjvv*Z25qjTW8v=MJ7bJ=oUWM=7`>hj_1>|V{hjFu){b!Bwm$<}+rp_vDd{lG zvmpj(r6Sc%@n`+`ZQSV#o&4+)kEN|CcT~IM(38E1EfE!kUtH$s_<|^S%;{Q7L`Q-4 zXX2ma*EpC4J$zp391o2>kB2RW6Y+iD!w;5%;b=Au6bl{p!r9I{%SgPl5RiAP?~~mM zu8Xf%{9+@5z{0|AT9_sTZUucgu>LrbJnmg|$UYA(0W)4enkNL@xUy$|?!=};?&n&I zdVSrWAhw}L=0ipA#e42(?o*&Gy0T)(Jew6t@w|kS`wivdGyti zbxDM}u8Z2%a<>Tgip6r44962`Y2O?yqM`}iER(i`qu~U-4_}>~@7^Gc zgm@<{@=GFID|-Cg&x5~D%W*<$Mm2iqX zVID^CnLZwpR3AtfyAgJHMXL)TOuxiDqS=oSvVGXqFEWh49Wafp zTlpVBefkQaIm+*?>;hMUKrx&2<$@G}d(bMoCHN%nDT#FVEWC`qcd6m2t>KVTUp?g! z698^+mFkC{3-DQIG=5^#16pBj%kF4+quKK-H}9oC+80V1OUqw_zgFr~R#g-vY9tD} zeQ$!PbFsW+RT8AyB^TN)PsVpb!iOBko5;P$pl8QMvjlijeAgHWmMc6OK3qZr>So zjUd%_wMzNJWkPd8S&Ds%BO&*4IoH3?ilCpnVkqmV3BtTfs&uyPBlI*iby>kh+M zrDD8|NDR8RuXyt^HU=tG_ompCC`8@pJECL~0Tr1Q^wnEp;DdXIw>*f0&+L0`qjw4D zs)OwQyNL)?UFqS(N(O6l#PsQzJD7D0`TT=^7sLHd(;J*J@FK)A$;>ScVfmYgDgWKU zrpJ+WEoOIcKgM+n?POMFAUL7AwNy3} z>$gYl)!UhiK(R5ad*L~VyAgX?+U5a&Vqq;5&%cM%U*$Q*AJb9V6*-_Gl!1&@EjKeN zGw?Uu$$G@&0oLue4s&K?;iLWU=H*LrA)adMdO9@^60X$&9{=*;l(l}^pg#}(6tkVR zs(J8iFQ^aA&Vv&^KDri_hx_KNkAFt;&^B1NNUkj(JEV*LmIx5x_4DPm=)6M2WN_Yv z<&*Gu%)xnh4;d6O8yOor60&n8Zm#JsM33UuwXK#Ud^x)E-c&3JV?I%F(jcM#7X3xX zeKI;GFY+f;3X*uT+IFjo!2bR6wC-dPGE(X#zWgadR?hmtzrz$XYW2`-Oet7&Zs3#q zF$xT<1g`g6Qb5ujIgom;2&1Paw_;y0Dgtk>UHG{eN{?zD>AiGST(n!rR4seebh@aLZPhi64Xyy>Sbe7@_U4ys?G}X{TK;cI{z8ukoxw zC||#Zd=4*_A7f&VSg7^UeJmshbxU00&sC=yWr8>h%W$8%JHPB53uAW;I|aR1khF5O zH_TY$TWhDz@nprqgH>DN3stkWhB!0cQUIwk%qX(?#$}p$XzH;pmHk91W zuKCm0_>~~PNJgE53yKF7iTr2QpofXrH( z_n)&7l=)7(M4p2J;oBD|E*$JyV*50P#X*AHqmbkM9AHPXxb8&`7)K>FYs5KV8WP2x zD07hb=elE}1P6wDnq2Q~{bG{q{3Z0%*i*hVk_);ac zmV@i-Jv_zy_;F|bjHx1VkQKT5sw$5Ii82+=iC-M(8+-ko`@eo>>@V>1Er&L(T6$4i zIY@hdJ^H0vfe`hf@Y%= z#NS6S%k9RuA3VJH(oGJ3%l9kBgc(=NgWC_w-o+(6XiV+$yG-Zd`lZQNEG7?Rv-3Zy z%6PC8tuFp@frkLX--%%z9-2;WlF#14!`;FES}2k{yzA6U&sX4KdC;nJiz{lu`(VR{fMHJC!J2?_cMc=Q-!hIp>-A&U}vHPfq*HyEI%q z$lu86M#GC%T_4SCXsA5ot|DnfLyqH4tY1qJ|H&GPPst+EyLSEX@@PY)Cwt<)+-bw3 zC7MH)58Lp{B<4kUB#F|o(rab3HtUSE*)z!EWZ;`gh zORzK|mwB(>Exty4LVY?~#LxHK{KIT%f zDO%7)Pm79ua-X8+FH!Nul>@UOQdG>=q5Uczu0hYL@pJLIHTZC+7;8mQHF9WdZN8jV zjh(h$OExE}k$+K#w^XAVj|?6RY3HlP$Nzn~9m8CWd@S2K6?au5U6425VXkWYb-igv za7`6*iZz?bZK=YvsdH^71}W$kUSgUSM!}|`>n`_QDA@g!UyRL-g3>eFx46eqa96YA zU|9kMV->v{UL;X)K2X)@%NGig64f)8t0|}~n_7?|OTo9E`z_>NkkPS--&&@hjE`(i z3DoD3@z3|8EX71JeytMv9bZhw$uJv*@1Mwc6hCih2vaa2<-aH&3kpt?CzQm*DR{NI z`+)rcGR_58%o3+7u_UWexUabq1DS&&4x3bBpWs4`cV{I!FtrC434PLrzR3g=vS3CSk z1=!{40}fd$qwW)Tze^IzvW{osttek zUEf}cECI+NTT_Zdgz=*94W*bTB>ZOmS{cfWTyf#OS%z=x_fON)m*IUO%RHXPC0L#n zv`27}geM~ZO-&e+(Czecj!|PVih4xOxk{3-`}cosS$QO!^mLOsS3*L`qLCCj{t~=8 zQ)m_-T!Jh&YMvjiF2-1T8%0UgB2?vWc5;4Qh%vSIIg;WFP@qvt;#G1r`Y+!kg;Am-o#%S zetBrUK`Fc#l!vQ2zfTv-Rx}vd|dV@j7c^k;)-0kmRedK-Zm+Jm>5XFJpy!B z9<}8n`(*r^Ww#tu)O-3ed}j{w?A&6rgD(ezx`VeDrRE^hZG%R&&|FNb>(=*q~-L7$qA0#4s}<5bg8Rxil(+uu}Nw`kxoDow?v zJF+pwgmml}QZeYTOh*ltiamSM($P@kmYn9#H2nKpF+}cYGAd1c;$8g{i^m3pw^zT9 zMzwz`OOwS>`1@(G@G3bJ3x@ZZ9p{L|d7;N%o`gsoR6Uw9%oB}nqG7#P+9NUO1UX@s zLNsdCZtadZ8G;Q;v3^tj-Z;W68E0H%hqOJzo$?$mI5IMs^xMV`)l#E&4!^yFb~$U_ z#>ux))WMR~&chjbS;E+-Ivvo_@**|)mkZK;%YB{}bPxpR5_t0$ZbFp4o-eoGeJHTz zy%1361#xOZ=cbu_fMnR!{KLf)()ia8Yd`aVv1rN9KYg8Gx3uGr1N3*mDu8!M?U4uE zkY89{R0#rubP@H5u1NU%x=5?nG#YMbi1zp_#(?Uf<(L1o;{dyI*2@LrU{oC4oggz;ODd^o)RHpkuz&nY)k(fgjk7SwF{v#i-1iKRHn_S+uywrWXeU-mB~p zhKb;5J!&gEk_=-qEJI8E$p28NBcQR3xb+!G5_AEk(&hc$FgWrj#2GWRgm! z3r8Fz9G|cgV2y+vc>|6ITVmm1zl1<rmN5&D00|4n%p57xOvjVpa|FuhOLQz$3~L_du_?{kj@t%H@VYu!n3SKLP<&oC82 zL!!3%7^Z=QU)xg4`7}86kn3YqT?!PgNuF;LN(S4Gdy19piO{aS(|aF%JOnBAhnI{; zfoH55X~iub0&-Mx?CFz1RNF?hWJ?ODk0>4GXGnpEIShQ4){`JMJ&reVEdiVab=p2` zt}nL^oD~v?hQD%Yi!<7xuxih$O_l_MZ+ZFS(! ztx)*#ej=nkJ`@N-W*=6oA3<2P`u^oiAMotFG#EYT0@7r)IIFEzK=(MsopPE1#(pny zlOk@zyxDMkWtIy}Dt{X3f8+v5a*uAVWIlrZ^n_sdm_SI=V$2CS@Bo}g?|$dAbpX1* z`vcqb)G=)Pg=62s9Z_vH_ncj}2C5k$)#u9*yhw#*v#qycSyO>Yv-Z7sNE!^> z^sdPaPlxWl8u4uf8E{6mMcl?N3%pZ&?XO}s7^;Z1di~9U9J=KPj4iovj;Z_FkP^1GLC|uq-V8J`s`+ z)5D=TzAE|Pw&0%QZ=MIkCF*aFUM9k%X4W3vhXugFxkB)z6~MTF>8Y8P0$}WVCh_5J z0Tlh}^gS9!gpRXpkhPW%`{V29e)4bnixcNgJ(~vv4i}!TDgw~#?+GT1$k2im<6oO+N4{)anEVov5kxm<$oz#;*jn41T1kO&|hdrT=UEf=EF$Jl+h zZY*oS`Y)eIu>8IMumfr-HoP%hyD=f&b2$`uLme6Jk0HV<_f&_Tlz}FJV9+aE@v-u z02G`KE_M0&2rQB$zvKu80=4~YJ5zu^NN4RUU_9*!blZHDgIjDs?V4GtE#qmFeteS4 zW9vPf_vdIe+~SR62TwgJ_O(Si`lQQIJy(&g%vd1qzBI-;ACi}gH3ovV5HrhLJ=pz+ zo~Y@03;pNU_xhQ8p!kz?=_kRD(BHq`YQ!M|-8YVL{VI<~pO3|tS6_#t)LT`X_uL^U zdH&V%C~p`B6&W8hOANwT!4^K9#4zMPuUi_L7=QCjts33Yb`5$wxJZo;-489!@iVn`?hTK;B-C z5Tzsnn$Jp+$2aYp-$GUI^b+vKxi8$mJ@W8pE%w4w^>6cWkHOIQuR5FkPl2NM;}#;W zbADy?xlw>W=@l+io+-rA`3MIo!6IByJ3>r)QiR8M$X50pDZ+|I$!7z4g-EsSYaZKM zh#glg-W2aI#GONe)1m@}_+4z@v)P!)?_c4XxIHY)=D&SEx@lHl~}p; zOtbo4GCmic(HzpQ#7;s-X0BHSiuDs-x%gF}`kR-?+a`|seoYRuo2`KdCa8qc?OJFIVVppewXHjAoiyc#>Z zRqlB;UTMFRuf<)1C)8O3lC5j-jH4M#e{v1JPhdRKyjFupBSM(cu2XSWl3CB$WGZ?W zPBSRdQSrvX!J3%98kC+MdusKn2EDg4cN`zAL3^vC+b+)5V3a})?IsHqYn668x0_Hg zbY`Qa(`A!eSKk+XXrrPX(eXi*B!c=@eq9==p(f2fYUsi>}AVKD|c8D9(FsuO3p-Dxl}s>&<&hM=YH~D)<9saQN z&vd&|hgmyb$G^B#hZhI8speMJVOej_k4(mT^bUI)?PFGt|U{J zXhdH&g9}x{O~}q;6(Fe9gsvT@6NBfQ&@G`#u3fPi!(&esa=&TD!4xO<-|8(`{zv3N zlT!;`AF4n4;&uymmz*ejX4HZrKZDg@Rkon|TGgArk1aS6^J{oRq!pD&V>w+Bt?0OF z$(nGW4fzu4PhHJv!+*Xr7uRkes^@gDZ>A-VT$?;;sE1e(`uIYnEaJ4>75n!Vh;Qnv zP&@+BGWSN(Zw?v~%>#rOm1ubUm8=5$EgCY#EB+_dK--q8-gD z99Kk@+A+|0sJP^EJBIF;(dsd6M`5#jVe5?T$ex|Ct!sdWW1W$QKT>J3=I!&oEO{ULc`f^3C40e8gf$l{YD&U=xkmG6OJ^@UFFmEeLzDQ`UJ|b1`Rnr zG%N4lM#D3oh=)&4Al?%V3%W-_wA(0d%SzsSk8z;try)A=DEGJBMNBa3{oR#~NG-E% zH>yMIUGX4_^&u{LO=BJSz!N>*rX!@c!vhdce-FqXOT`J8zh@)LQ>PO!G&#`@SJ z|Nd4~>>j+%H{Xh_4u443zqX=HP~=6o_pRv9BV1>It$18~K< z*{R%uTJ}GiC>70kYL1t^yrda(od+HjYByt-rGsM+PcyRWTeAy`HseeTZL9RbW=!8P zRTA{N2@O4lZWpOHA@}_`;f}FJe6M&~-q^Mg4fr@&Z@4w0;k(&jf!&R0YQX-JjinI- zDh;`Iv^Jnm^2aG3LIXZmT<|EWX~3+t2p>1q23$RQ#W}C69;KA7-mR9c$4otv%iaDu z%_e~{aY<^_et$E+f|3QXli}=Kpk?PyIc74SuHXhPd+oP zUW+@HBgs$(q*Xl@ZKQM zZ`uwEA-UK1sQ7-8e9P3P2LIl!mp3Y_#>P~W3)9Bc=qnW@;xk6M0m2awDTkE<3eFi;R1#znq_~CF7f!6j4of3Yr^hs=Se;VA6a(uZ1=RHT^}l zEAUa!W#gMO<6tGWiHN>y*sOnsiv4uurz=ouH`5%RtH9B2amCkrE3o2+pWnMewQ8Qf4_Cn1?D7UzOqKL>GBM)iP9)G|9PNT83sH zc3gA%REkRHLo~Nflww%bNKMLgDT+rGSNn;S;RXM*Bnj&>WFPyN`S@rl-lT|bJNJ`> zTBH}oAzdU~Q0=*JJ(+}tNz9*^GDzt9R*xlOkc0zvs^0I}N{~rV+w{-F5$sQy49F8a4UpU< z6W@E*g^0frID15Q5K(u)(f!(|d^CviH%Q|r;(wQJitkDyVp!@-?D;GrCRN&*8y65U zp>D@?-LE{vE^gA_8UlVCI?}g2h=6Anmnb?N1YF!g(%t!tfRyncqq%(qEZ1Bw-uZ@r znIEHfQ?>Juu#>wz<39p&6K`J>|B;OjTXa9)Q_jNrSY5uhvsrk&_k&)Beiq(H6l?y{ zorMb*y#{YqXQO7`tBUBBY)m+qFHrO(8znMsNcxgAvTu*IoVocHWJw67=$jbdNMeOgFB$GK=u`RaIdb$@V?+#8R-Z1{@keB;q? zwLa|iMgk7Wjx;C8C1OeJyc4rqB1#^3|1)E5n^C6=osIdl)dR)=i$Y3I>9brtMSBAkbb`KGDb%19rPc z5;y!3fX`sPb^K={$W?rH^_@fR<9*N(}{1wu|tWVJN>DJ{#gPj=W)FbZ;J=@ ztv#s+?PKAS(lv5!MLc+qxBmH7mIQ>jG(E1e6jT2+}ng0p9R8wVAdMfLV{rh*@rv$J<_HO84bJH_NHW zJGEJ`$bw^w2Q$Gz=YhvKTRP}Gme8B7{t!jj>Mr4M~)Tmn39j;d%rmJA75 zkZu1q4fX`rKTQ6U2Kl$T>8{T zIK)ZwhZHacLxFYbt9!fr;r*hgqNRo#bW@W~nxA!s-MPmX)O-EFKO`n;q9YhgRpo=3 z$e}Pad2Q@hb{Ke{Fz@~z7Ye&o1apQH1E5<-i8=nL7wlPxHxxPU3iBPxerqBw5GJ4J z-ez+XNQ#nwqH=vE`to<%E(?je=HkTOQ}q>z#MQC@iG)r%Z9XbPx!_Qv*8%S(uH$7 zvf+HcpXuX}EFeAYe?hgn~X zLqz!3v4w%Oj|c`6Sz2Ps1>pZ%m;NObfINTl^ROd@P*tf~$u?622Xw2Iy(fwxxNK1Q zVZJ`QEhRwOw_Yl_M1n2yTC5kPNtZ=*bRRDJPrn=z zW4GQIsVf6M`OoTh0%dTaFNYi(RthFPd0Z8w5+IMo?0LF*o-&D8eS2aF5My+kw)vJq zi1GdGyslD6m|oL}=`00h#k1ljUrONa7c)NQ^b+{|Rx?7ZnFQP|3&9G`B(Stp8?e+a z2FB$}hdnlmz(qkpaL2nsX#5(VZgaL6?sM}nwC*Fp;JE-MkG&+ga!%k~q(zS4|Noc2;d%cr8McZYEKk~&1XfF@C+Fki zA)eo3c#19=(mUTxeh*B8z{|fUd-_trd~syQf0znMtREgF%YdtfEpqmX*{9_R*8-uGS)0%f0@CIX%zu)F^G z@nT9S2&M9CHgJYQ!NDU!HM#y^wWiLPu((;rc4}!&Dp`Y|&g)yf0fyMU&x)m~;}*)N z8TPsC@xd|m6s}z#Y*4Mi?V^d>d2n`M{X_ zR8sk+Ng*i`g@jNP32n3r+4p_R?%22EoMR0aN0y|LB1)Ess3c2?miN4W-Jf~pp1JOM zo|$L9*VOjvhs9@3V{lcH>#Y+e;Ft>@kG$lLsXyU1dyPF{wJ)%5)%F0$*WXPPUzo^-mHkn)B)Zu<&Jm=zEP>2IGBXxPM@TISf=3ZR_zL9w=_J@>iZTukcKO6+nz|J zreO1`YkOq0l3^E`a^GDl1>!Wns6xPxR z_>qochpT#hJsF7JlC|RkB?E=0rNR!Frei|wR*~uFG_dvjr_dvvjw>6t)UKCHhsmwE z$!lHdh#%Uy)k!A<`;{#$zfWi2_7QpRsMndeW!;~z>`p=Z@WzYUQxw=lG)_=+GLbM! z?+W9{#3ke2<8d7s$d(FkuREUse_bILNtV80_L9Oo)tP8F`gn>tmx;DgnHQC*6!g6$ z!%GCRaMJEV0)(=V`gpya@;(Z*4f>j@turC~+dRHRF%yCxmM#(L$wX+-#g~D)6r8LJ zPN=G3Mdz88Vx=t1(%;(!yvf4Uh|r&(_p_1I%FDL*dp6#_u-PD2kOh%HeZOa3QtAaDNr@1sYvuw_I3E6Lg{7?@@D(tc(^<}iaY-JK1^a!wPovK(C1 zoSeUHo{RpCwT`3HIk--vP@jxsqs>I-j`^W%q!X*42in>AeR1!&g+Mk0eqR|WoXUoO z2^U2yE(ZbaH_slvmW%fy2|nFJxe#2Fb!I>|A0tQZX1$2b$C`7zc>#fWkUu>2k$WN+ z?MbFKkzaBl(kyVEe9MLJzfPS3%RHRSQ0)EtEDxG>!zZ+_<-;!VxgVc?0aiHwEeV<~ zz>hFb^?3P03m~^|V7W_h0YpC?a^Y$&K*pua%6AThh}Qc&q{df-_6`nfhfhTq{GPHY z&a((gUb)+T-YUe#m&xOqeFgAqjGs6($Xdt2O;;Wd7a;nGK#`QG4x%BIPT>a!Fuf4 z)}=*7$W4~wP&{4?^SO6(wNfRp?Mjx3Y%YP?g}TX0e@bxl^xuzafL9D$HK0DBamh1>x*FJf=p)KI!p@YGW!4&ehb*d)PYwtL{9i8jq=c8 zlHo(u%cLQOv4Li!PD5~?ZS{vOG>kmve{U#FLz~X>h%^lv`ZV3w*0|Cjc_??E@c<11 zAGt4Y6QqN;WY?0jcj;I#WA9+L(Xn5AZdhO)0}dzraq$zV0CviIV zCLInxB|*nw>w+9GwQ&+^?)hs!IIm(+E1h(u%tCWzAUpP#~(1G`zzvoiM*UphVs zR5@{X(J@=vo98h_hsW^6cS{HZ{gd2p&YLlyrnN0|+YdT8UL9>tilC#sRA##C79Fdy z=<$#4&|%BNC#x4n$3>4)@i#Qqc(bRo0ZSO*D}D8d(}00@Q7J2|E-_HNO{4lpCj&z> zR=F#k8MtmpcpfchKy~(LW8XAu9fRuYZ_LtBX=+e(jgNu0@eh=}77X}KnC_iuWZ+!* zWRcoW299*{Ry;B6+44$w z7%ht2sH#Afg7dwFgbIvGh`FW~R3Pqf;CiXa3V5$sBmeMLB?84Xqr9st;jkgpXVaQ0 zT<(ketofh{%$>4AmT#-jeW3sOoK-dQ`{UE(d8_g3=Sl0$ORK?4)m3XWsmA(-ZpUL$ z)rdLAfrvlVSm8C3m!tm(&&%U%4wXNG*-ZPeq)H7+wz_Nnj<12t=hTf&YihxxqIW!_ zx&~R#%9C3|YasVpxiaZ%4c@IbIsJM^E!N~Jo2PWvVwo=AiypZ;a0lo+&pFh=c=f(O zr*CzT;;8ZU)CQUkk9Uds11i!YFOs?IA<`Al*IN!4J<(h=R;b4@hlwfuE%k8W+x$)U zR6XRrH1{_RY==W%BfJXjXCFZjR@b+D# zex7fD??MEZnSQ*4pd^I;KSKnHEK*;J#g={-eLnBg^a4osSSwvblvJ$P6Mc$ zc?;S78^Cj3Rl?J~0rk&U%Z}V{fMsJz*1EU`IB|M!x)k34hmHNcl&bG!4bgA*?{1v_>fav4Nw-%dPd=9^~6Kir)3(5i>c z1twpoeLd8SwW@ z_p{cgbr76#T~u|ggNSfhkbZp~QXM7={rc*#CeU2**H9fOU82d!V|DNpJ(aLGvJM~9 zTo1BK*Fke<^VW=@TFA5A6H(t-i=V06r`NaD;1*;3_0;hibeQv4pP8<~#e0JaW+SY9 z|8e!Rt&=rqey}`h&rl7rSJWL5XRpCc+1aXmgGWf_xL>r6b-uD4Ua|j|SB*1|+3)Ra zuZB~X?UT-KuA4n2l||(yd1WkIuRDsZ%u6*_z7RSkUk(U#&+}n1+@L zdd7E^;?q6lr^_TtVOaH=Tl*Uo3z4bLhCNgySl{}5?j04Y{)iMyE0&_!Io5h|TPf6@ zDQi6$ra~melMr~=V1v>^Dm8LOE1A8 znKHM*tP*UA_;|>5ITgm4)Zfi3sW=fbdnv@d1TOz|1wj}4a=GmD{|?X zaBIq;7d|XLbKj}@B{8@VH`nBLr-v8f6aOo6LA3}M!`-hdxD;XCfL5+1OUGU7h`lUJ zr~AvxES0x~xZ65a_mZ;^vtJMExV$T`YJWpC~GcZ>Gmt$?e7{3Y-JZWrN zWL5y4$qj?Cy9;4tZ1u1(rw~VM#hfD67UA>P+C#3QMab$oD>A*h5N)juJEb@aVD{n1 zxzQU1P^|GjJin5~xf;KmjSjQwt1}XPDp&y1$}5|9usAy|z4F;Pg+d57r{+f56++-E z+ab9#1)!)n{N3u407pQ$zYoe%OQv2xKA573Lp9&@o9EX&@FgBBXpPB-!{dp$ z1LyML9y)U_@ii-t&W-Gze7OGEZ!h*V5AH&%P4wmRU~PK7L^O$Yf(*9R@-OD1v+r{I z%&t7lvyXE2gk}6uO=k&k;paa`E*M@zHn^1AgPy!=Z~68 ze}BluoPYnb;+wg6(!TAHk5(?6S`)9@2;|~X?S0X&daU*VHO?iXx!@AG^WW;wTs${j zP*QQuL$K}S3@29}Xi~e)BMfrz%Asji#Vs2%Hv@dG+|9<-l@((qRoSSMZQjqfHXCf8 zmxV2eW@G)=q%DmS*;sPgdA&174kX%+^vK-Ifk1@)S+?qh+L{!J&7)(r{9r=G-#?%tPTI027k+y5{AX;2r3>F+|JUwZE<|l zs;*S1d+#$+@JfM#eV>_ta0>o1th&4NlJVFyp2O-%63otYHvUpb!InSo#9YHt@#}cx z;P=urT$eN77a^ODtFM%@&+%vAMul0%;=6Rnbhq$))Jp^Ph_-!5R|;5rXky#@6jYB5 zmHc^{ieBF_rHogpNC-}@)qa={^R z@MCj}S{j^kTzSk&QsCAhrhR5C2?m)mO)1}!5P$vdg^8a@(D?Il_@Q|Uf|}OssXdko z0f~^2lj3QpT)SQ9t7ICg11+`W9;RWl?25 z1UQ`cd>?KS54SIrup^HX@Nj;QL(7>2=*iF7=czx$!&o(AOYvmfepjd=r&F;H;bD{7$-ASG@Qr=_r_(M9VV?!H zoGqep=9_)wkZm;d<#yLG&cvWQztiGGYCMMWxR)$#R>Kl?%v%iI5`X;}nT>+4nyaYVvlwV=b2Z&6rc zpAnf59tMvz1w9A{;HG3MyUbyK@Tl?+Wkvg7>e-hb^34;1G3#S}`5&OoB5ck`>j8dy zOUBSO{9*T7;8I}$BrUR;81-)swvn8_1yAlXD~IWe78@PHSU0f{92#W zP<~uqyW7N`Rh6zM~1QbbdJ zxqA`Wza8bLhHev=2{r408hcV7CfaNiXiGdk<}Wvw&?f#_rL#>A*NMxIm@AFqUc{s3 z))UwDf#ldoeof}eAQGIrxU`Wglz15A77UE~6N=u??g+Gg#zF zbhbXuy{>tKDCeKCdnR*@$bQO`Kf8FBtRxFwckc$0a4)T4v)iG>DLS_2&faiB?H^`7 zKOIV<-!B>I*9sx=Z8v9V@`2>!#OQ#?x&U(iy{L}rzX#-XBm2VUub!lGU8McGJ`XZY zRK?q#vh==M`YOK;Cf3YD{Zca##5socTljMXG4)6~a@H=A#Cwj_CcTRw`{aaPk>}wg zG{yJBFRw7-uwzs+$}X66gfaiVITk>ox3)^~?C>V*uZDQnihGbYx3&3A;sIpd>F;2x zP&j#ffZJe8Yy_E!o|}8IHj2cuAOGFS7e!9=w|xA{9YuuH>nbm}Mv&$a4UtTz2%<3m zOGUUcl*k3drTz-{Cm!7ia=mwa3AJF;HtB#+@?7Yqi^|JL;&gp*m2XEB8NYV#d|qo5 zQ4HKt)psn0Y+H7M`|7SJl2>r}I~1eHY!btwQzU|Lsr=Q5;}0Y3{SuBcQ-MU(vpIFp zJAzooY&x+rD2jAPk32Wyiy>m_qMv>R#gOm{_W+BKSWzh_xu-6!q0}q4rRs?2Gyu6EHZ{Db8g6r{1Zibe=q-9Zxcam&es`CW`vRUds`)_ zHc=#cqqyOf?=i&oXH((ScnmR}711xh5=TZw562&Nh$CL!b)Vv2#gMJ#78CpSM-ww& zB{xN-D6;ld)V=Q2;Y4YL-*x{VfrJ@*d3xnoAi1(8Fg zrk@KV)Xb5c3i_eswHqV3{z)_`vFDQWI1@*#R=l@m`xs9Klr0~Gy^kkXLkG`uJ&hyE zJsS(ys$N46c??Qr7tI8czMBZx3Fj33(62aul}Tehgr zg_EL&LR#dKDB_y8XtL~YB+A3%gvjrfDe2jeEC&??@a7bje{$?uf4NOnFme1dIdq*GLMYFrkDHc+k<}^#>7_9tq}55`rO};068y<} zjoo=)5`97Xs+pk&>3LIemw?q->F_xP6ONFIT(Z_6x+yqFH|1lrgbt(1{z>G(}q6tcemY z>%T23KY8NSej<_kYJ5$i3Go62i=PD$A_w&i^as-bMx4zGhYv|BR zPFHTeg_DjsoUJ9dz>|Jz%q-OlR(wQv$!UL-2T9pn;R`|Q#_dhx>jPl5p=nx9)CUs9 z{ld0fUhtpR(+Y_22bWgir!~fYc-%|EPtiirXmssgibOa%dIQ$De+-8aP|)xuSgiHYFlFVdMFPQphu!B8uuRG6%AOBDZ^29>Avf8yuUU}vOTGhmsF zh_5&`=EmZe+-45j%tSaFRDq!_iYs!^Jx3 zxUsmdRY4^KDWe(85x;c2S@BY4-Zl+A=bi_@P)tMWj}c0-aXP$%#jo!g__CZc(fK``N5PB&JBr0|p0Esbulis!l9!GrnNbcq zucafZGTe?Pl>yzX`|S)yIx^X%#yNyCv01I+-fD)N&%ZayF3jltbd>+>N#k?P`ju>jGcW3#P4@^Mb1=-*G4&t}d? z1wV8v#AMuO_B8=Th+h@N)o)#lB;~#c>7^z3mA|Po{9OrtSc@d=%P0YdV~A_bVll)L z$~nGlFG1~XQ^9;z3@Lc$^NtlK#Z*O3q?MrcTCJwfX)1!6wUS(KP|;cO;{Lv2DpIW9 zaDDJC#k@vMU$<&0{w7*a7L8J|=bdm`S34DJwS}FR(5cv;W*kI$LB%yi{hDaWQjC23 zbLT&^Qe@jMTYS+{isiqD9!spJp?utzNgQc-8**)O-5wfbM#mIpo|Qt4hi$n#qZGOE zzN){Ct4+u-GQsbKx@$t4r==Mpn>pF!l>4bCL#+=i<0(_wfl@2$#5Iyl|4Hx zBlFg&_H>B&^_8 z!xf9HIt5#AM77efW0~OcyKQt>w{~@@$I;O=UEO(v=RmM@{4OA3tLTj^3J& ziOFFg@~Y2I(S8POk`=Pkn;59u&b_vUkA$)q_u6vs#9bP(|6Y!Rd#pZ7 zkP6Iq7v8**U4d6YiM5W>6&MIIdGZ|PunYFLIXqjAy6?TXcd!DpFUD=8EGnQZvuWT{BvTO=VZ=tU|-mME#DQfX6CQVQAk?8%mWce%KW z?LPP3SCXixq|l-iijcHXzxS`_GiT16bLPyk<4uo;un}u-kRO%J z#vmWI-yV&QS)kET_W<~R| z21HdW<{Nd^V{D7LiD7U(wnwp~2XEG+w{^X)4!s_3896)ON;P1-Q?zl=vjMZ4cf}v? zY{2wx;X|4hjj&x^kR)8(h~44)`nbYPun4h#Wc;}iN5U(o4ze1dDEaT)sh~zM1UCiU z9B4%6v6<)Ql1+G;CY7nZw+SxV^n920CZsf2d-Sj7U^MuzygiEpy$61dj_n-m7&~$# z?HvcfJO2*OtK^`srqum;GY2=yGCw|;56ny0ko8O%P(!V5wIAT4{A;c16fkm{wsoEq z7e0%%&Ra@y@!y<4yE8|*P6>&wHLHIfDNP#%m6jt>Oa@{rQJ=ezDN z9ynXe8lS82an!%wkI>=c!qP+aOCduvPr0}%fo#ho2#)ajpE|cP;mUPY^(d8p} z<*zLEUOw)BHcr|U$A`g{1-tAr_)rv>GCS7BN4xx@0)Z@QeRWm*#&ABgUw(h19KnbF zE;1nbARnsao@?7K@$r}UFwCHi@_T5s>*_r|1o}=I$A05u2VYB#|BsJ#w%!G|pYoAl z(yD4+#7C#wIpG1yPl^AsRca-C1T5YY!QxVJG)(Ai?csy}YG=weVG=#*0_qjZNF4t0 zFMPoU5}&vK=MW4v?_g=#cdA1_@Ia1y!ye37^AzK8mG~&}2r* zTbw50p%WFBVL`&>ymfRM6@TmJZDYHnNi66Uot~>tqN!24>nDY6zlr|Qjg&oRzN)hg ziDCVhPMi}YWF?kt8M#Q=5z=ZO^db>@##(*8If+FcS;8BC^Wk;khxE6veE1K(_*pr~ zN9&1g2lvnNamy`t$ucVMwd(hs-wpA>?AUaC=XXBF6wIm@f94~$cJPmz?{E2^JQNzZWLb~# zKs5i)u)36ooY)}W-fSMa&sct@phjw>6k5^x~*x@B!SNV_&)9vF~Ruf$K zJ(HY6e&eFbM*P(VN-s|O#l)#!T)3=`OqDL>Vwr?nH%E&BbYx(7(fh7GOzPU(TiSO~WioU_B81uNB#((Z94e#NiTy6}UE zrA|5~2CYn(HU5k8uV%vZ^xOACPneiqUXZt99t;1>GE}t0S;$`(9oXr}MD6p@gVUo7 z?DAag`mvsYSLbfj-40`*WuNn$e;fv)%`^Tj*h|S(n>_T28Srk;d!qE4fgdd82j#L% z^tehMuy<$T@A5^Sc?wK8ZTxM0<~9S|rPXH-SuhY`Y1}uX%|M8=EFu5C7RE1QN>+TV zg`T-oq81$?&!=mfYT(AQc>SWd z22WVt##M)EP%6TBWouD`JztJ}kGHLXyBc$`pH~eMx)$Hzr_?}z>8rt7UxSb_5RK|^xobJ1J7 zX$TA_9=pA-z}wSPV^v8sggMPh8yum*vCvcauyx%K73hpY+O*|F@%j=an)P{P|f0@iK%j+#A&& zS%#Y_`JvZR%HXXcUnO8yj)I&N*$JOAsI<$(YJ4lfuetZ0&Mhj&n+5)DHcyK1e5>dy zUQi((nbfMY(hI?C8BE;FEW}OQ%!itH3USwAZpD_Lg|NI)E^%OG5k8sPOcd-Z!k60g z&$dcMQ2YFnX|N(6Gl5N~bWQWH@Q$B-#dJ36x)j(?WwUX&NNykP&|N%j`O&auOE!W} zKNcz5o(6P$NW_;3`?dS-{($3@|7T>9pL;0jEAU9jWe{7+=41 zYRN<(1a9YUR=IE)#@eC-FHBBA;HnEP;?*7ql&i1Zqpb<vkH!d`@K^pGvo{WNnvCXd z>PQ54MMzmYnS$4evFUD2srWK!e%rDk5na|#f_wDh@Wkn39%D-!hG-r}Y?C-Jm-HP` zdKicH)Zl5k?s({(W&JH1NQAi3?n(DANw|1$q&asw3A@*=DYzPzf@cbfCh2#RKwE6_ zeh_hR=%0UQ@z-cLoiIGLEjtpyt@^sMXM-SG!#Xj9U>Fu8gc=?Tg}}ZFX0ur+`YKkr zg!zU+FL#B?wyAJ%)er1gt`-1xE_d;|#aF;(j7f;U-ihpFIm!AMdqQBcCV+9@hA?(B zr7`lX3FFFPo9Ou6gn-ithpV(d9OL(mSIhNxgZpCnhRXK`!EN8TdjEDO7&}~`kE{9+ zhIU=bKW0LRpI%N%HQy;(w9ECW%0X{MiV?;p|TK@2)T+!@%HX z(4{bJUKY{ogZS>w0iA3P` zM4F#@5@9tmHmXh}5roG|aktz=qPsqCk=n%sLjS{Vy_oKJBH?6Nh`K>MarnH~ueP8> zV*Q@Ky^ji#h;WtOh)eU6h$Vs-!!Zb8vll{%jB?fZQsrPmE=%L~kfJ}a$(Vj9SS*+jI5IeMWoIZ+d!aPu zO-MLV{88+9n0_cB$PHC8(+MToZTe=izXTC-83*3x!~_tnT<$W!slye`1iQs-|^tv6h~KlaJ$ zdLv*RjhQat2fdNck0)ORK~8_XNxLZ;<{l@;vhw5M*C3fT?vesIA!hEyt%(?y@)FSz zjzf=|r^j$i3{(r(nKne8*H7Y$M{;5oLaz#$c~o>T6R zEi*7;SKgIYn1v@?6l;oS;B4{IQqSXeV6|oSf-S34!Mz-0y6nJhB+P1@^>@F6V>8P4 zw_HqvaY&%Xxh@;FoOuU6J7j}MmE>&=$bpGQU_e=9F1(E|a}>SvAaM3x z-@%z2#OnIUuC~a**q?s-CZ`;9o{m{=Kazvs6P(EpdU+@_pEF0XHxJey(my#x=EG*# zI6!-}0C8N4hT*+M_~1=fy0g3(ZR@y~7al5siJXu_jb||!yXI+z|1JVQ($?wWbP>+0 zWJalfFM_dfXRh?xVjPGmDgF7p7_}*VR@--$Kre02x{C1sEMgd? z7*p<398;(Ci?Y7OinvnaX4{~L%sY2X3?H47}l;86ww+Hg8px^TG*moH^d_tcN%soj*@B_B%v8QxE zM%B7^UNz!6MznIBt1<1O$Gv{98Ucw4*JVtq!7tx;OnZWk^=<8aO@a^wI3Efu+)WnK#>NA@ICh?`ml+ z#Psq`7aP~Y!BX9^s=EdgPIfKbUu*D4 zgf$Rv61^BGTDYdvxR-&1>znPSOqpmseKx-B5EG~Tk8{SG8L$)EzI(w{2Hds242LB# zAi3&i>xL8tKAB%;e4==GDxa57FTliDvXo!%1}5s$t=A8oW@7)w?NL5;Oa%Gv+q8cL z3tG|pM8uky@H;*F)Xj;B;8nA}hR#g6gW=tH}-#+Pgm5JO3d7&Gq zKErc%ZAqOh3nP(lbd+^i2$JdB;2J=US3W*Dxq*e+XN#9;u$f5L-&3G{j_MEo9Qi7L zo{6(z*3x_TF`+MX%IeESCRF;6cs-Vh^#gyI8~d3McH1%1q`|^e7*BB3P8MP{=F1#U zW?^~G($*ahsdX~(ig!;i@pgS4u_2I(`(ynaPikMk@2$2K4rQWiZ+c-;4iibo^bA?u zOmMfjUgn9hFliAlspHH7U+O`GM==XTzCz9HAr^+*L-KXsQu*OM7gZQwV*btQLu3_| zr>}Mn#Z(_vJaQ+m^%E1Jx@E>sma@<#eY(Zy3=5xrE6b;bvY@tJ?mYJy3rF?73+H#U z@Fj2mNvr)VTwWh5nkd0S0If(*XblUcHzP1e?JIfh2Ido27W%T!uKVvgm9LToOB~u* z*g-tc`uvxLoQo?{7*=d-SN`XEWj7lmMpYumJ6UMw-;YtxWZ{?7Ka6h_jdK8<`yrL>?O<$&GJriq_%n57u&{b9L~zd2Xo>yAEx2)v5Rz1FU^!_()R*wQse)X6m$t7t5T#q|IUNJ^V)rfz zX9GSrtmXDE;-a=&;q-MwF8Vc;H+ML5se0G&)?c0aoXT@XINP}}m-Gn8vf|=V?BqWu zZ!RL%`TJG#xd_)fOmm&fL!YhaZ#gp_=DB`9sNumw+E7~JqnkXqtmFP%;LpQCLs#<2 zaUR}IZnI@r@erxJW!KIlJQ%uNQ~Z9Lheu|r$q|ouP}(I=PgdlEIaRRo+YUZ-1$zu; z6ZyCj6gU0YlaG<(?$tX_@G)tq{7n1+A9Gs%3r?owPE(T;KPcRxm8>&C=^rcFczc4u z$DdV%ulg@Oo)uiWA+AV*ra+gd{Y~j{zqTJ5Z!y>5?>5tMmaMix}R~hVnmza zle$Q1!J1~grt#A)_clXa?a;ri`$?B&9f^=OH7D)>iCsb0hHBrF zNO^wVr{n_(QKvtGS%V~I;-%7-ENaH&@ez@sWzD!~C|YogXolK{eDikKW@tp{i(Juf z#yVn$m(es8uT|m9`X3}3|F}z;j*@t@I6X^$jD$>5bpFEMBrL>>8(SosA^OO5-(~e? z9FexoQQX>$4rx=ldWU96+>nX0JJSp=fy`}VQ&fJf+!9UONPM68y4(063F+jk@kBd` z>Yq_>i4GEZg^}7Ok4Ow;(nAHuNmPv+w}1UZqVw{G2-QM^w@+R@%tar6U z42emRb8U0-NywT_ZTfPKgg&8LRlG~5)Z zbARzm$cuUprD63FPmHMh@M-ybF-sDw$G@j+HYRcMx{O#4b^oiBSi5Rk`LLMToK#=T zhg?A2%jg??j7qqCj*R4kRP~=Y63xeKsO5ssm3-W?R}UxR_!Q6E#d=-ChxyJ^=?%7g zw3$8F95$B^?=zn*oZj>B^{>98EA`$#dTo>P>g9ob)7Rf~hzB+CXqBSZJZxG1!T0uO z9=abHyc(d^iL-w+2>0+%7AvEU2p-&5{j!TZ#KS@L-@EJg@E~`2e(!(|54+wDvy$|9 za5J`(zqf{maVxJ67Z>v|wv>J2uoe#v_O9i<20VzyhWB+WJxQ8B>hH~K`bAh?>Bo_k~9wnjLT&(=CXvs0E9?Gq*#UZLb z&M9xv94H1_oU@9)83KW;^u|PnIVk5|`?sl|0~}ajZ5PP_OH9~WzKVk{!>%f;i#RY4 zNLJ3L>N7(>&?oa02lpEYcge;k3@&L2dZE??nO?_PPktlhBWOK!nvLjWR6TwFvjGq7 z!@OMj8^BTD>NPsqfXSk5T{+ziaIZQ!TGG`3qrdn6r}n4;{S4#Gle!J~(Q;w_H_Li# zJ^ZyzySWZTxYFb0VRg9f@;L0aRvqTO?CW7G*CE`pTq(({4qY#M+a!0_LBOzmVWd$V zQgP_@M(H}FJ#||-tVsQTcIop3RoU3tVkp3gXCYx-LNNCP3tQ^)wlgTc^u#$bJfV+? zJ>!j~p9Yzj+_EyL;42f=XH@%s|6=0clcUGPgji@RoYKHF6IV?Z*q973us38mYq25& z9;^t?f}UDP`n-N_URev?-Sa}%8fr1&s8e1XUyEzI3&XlIY7tlYSx2nD76<4)Yp?C7 z#n6kn3w&ucFiZTTw__K@JKNmgx{TtX*Nrx2j8)^q9^Z50oNC0Z`lKj8@!B)Hp9NXB zRU`RjjNRa)YPgxaUbV=w8a7&L;eyR{G&J=(}6F9HQgutn9P4 z6goZ#UKQz2r6cf=zk_%e9pSH6X(@_T))GRN%3;o%HP|B=(r~9yIB576<*D}TCA-`$B6`i*tOf~&@0mZ z$dIDL@MS<@`uQpl_f}Onq*r3~0miBBRvNrI9-j-)rXhRUps5dkEccfkQilKa_A-uAebxLf1EZa^5^z^e zEK!gtLEP-89n8Ze@bxa!*nGYOeI~3eCnl&qPO$T9YGetV$~Ut#{Y!DZ6WNh=rAQ`) z>t~~ikxe_+(=1tttu-e4stSepvirNw(%<=zd&i!BAy5Fvpxgg4g$uAqdI3A8sQ^39 zD*9fXEkH)WM3hQRA($ysVyD&?VcWTc-X#M?$PceuCF@dvt8p!Idp75TrN6kTb$1?C z?NodBGByvnSA1%B?8UTcG6@-fz@@auAXJ}y~Yl}P(l zfHyWq2$U><^mYHM%PR9AXTz6h56i`jZQiXtwz;64?<{WZ%fU{*)KG3pE^av6bQOHc z!8Y;X+>8nMxbpo}UfDihvysf3wiVSZ2jq zn+ZZ&*tyy~6Te1IH?H}T0jFgGf}0~UvAy2o{3NX_2G{WGlKf2UU0`x7 zQau|_8$H4n*=3-Av4m{jffRI${b7jJCnMlRy|l;j1mu=9ugg9ghYKnTm239LAUJ01 z{>y`LDE}Qi*Ef{HsOLW(tW1RPrleX+!({YHZkgBRn1Z-pI<~RY{P?^a0s6KO{2u@S z|Njh@c{mhq5XZ?;O2|^gT{BO%HW z3Q?jYok|xae*XGC&->2v&O7hC^O+IY(-mqk7>I0R{J%Nn{Bc3P)Hmf>Fls)$%+|{r zhL)y9mb#h|IQ^)QH{wntD*oOi{HrzsvqXD>%YH{9!M|+z^~pfge^WJfw%isaX+H^m z1(%S`V~f_LgBAv91XoTN7(i`?hqR1G4tvgBl-igQe=3Xmuo6E z8Vqmj{UPEU1?!fS``2#`1O3j#2UCk7@bywbW7>xhNY*tC^STxbHG53ditXaS(#B~_ z(J3AT>;ffUo5zEfy0dkYN*pY`(eRzw91C49-}r~Wi2~-7^fzK#BrGV#7~cvC125Nm zY8Ue(;l#vtFWoP3z@(d`IPnso+N^tnGbaIb489qREhNIzyHY#f%_f4~+@;yw9SNY3 z;aT439}99KNA1p-#lXVgTS2YeQ84eJ>#Y@@0Ah=d9j4ca(DUxuyY(|fC^+AFb|o+g z?r-VvQoTZgWOH_z);=O!Y&ku0>lhI5edC0vz33L~$wn=FvgP-vF%BLnNpyGF%qgN#vHuZdSWl@u$_p*?4 z?-CKZdgfakoQSZ5R>m756XB+k_L?reco@9H!yl|34-+qTrDP2g;eonUqxy{`IKt87 zlH-sBg0GKwxP3~3BHqTs!_!G%%XK{}rIQ5YzV`vz5=4jz)@3Tk5x{PUb9Cx)Jj_1Y z^jbS42E<14^dF|j!HrKvdJzi*c-mX6SVknl5JOvTLktQ2Tk~GoF@yxt4io#@Y>80% zeB8=vkO1d792wt?6M%Dj&KVgr@aZ_H+f=Or&*EUpQPx&- zKM8h}Zq2-AlniatDuS&SlHul-Df8ol$&y^MVK`?`<$}_ep|vpV!Q4dnCc(?0qAW4~gKvZ=q=4e?+*Wq_&5W zPk@RY0|Cy9@sMRu_#&ku1_braaJU#mz}T~sEF0G-s2Z8t@Rtz>4VLG`4?RhMIw`|c zllE0k%<#MoWF^2-=s%Uel?h;@TK#o@z-rwmCyHgNM1z=8*T%ckVW2XonI@4E1X>YK z7H2)ZL4Pisre@;}mMxt;2T*2oAlV$fu{XSoWpwN&~z5!S0+8QroR1^S{ zu19BN%kBbQO7eukQV7fzm`n(K4goLekdK3`AW%%Se>uV*0L+Z<`@-G4K!50DRc5+u4Gpmcg8Hu4Uv~!F22-b963!ByK+wGx_+HBqf_{%rJ}&?Wnu=(zY}G(QyTxw@ z%1v1JV8E4m{w{=_bhu;A6#+KxA`vD$kzlCw-`zv2{GRk573j|j0ez2}D*y68_&Ozj z=ZDiB5IuO%yl0Oes0R~n{|$G7uLm={4Zd9mw!W(0JA{Kl^w-YZ2CGQW39sVVaU}*g zU$NFW?1=@kOV@iwSu~9KhCjP_FdClLOoV@a9Se24tNvKI$HRUmcX#zFXF0SItJqZt zAoWsjW}KA-jDLS_m9p+ZUZ^BF)cGD9-X(kSlXV)D4H3*2)zZOj!Q%qqZyKDr(U@}0 zB?EYpYsOam(?B*zgkdQ{_ohGDz|;?Q`#zovR@~F> zQaAHpF-w)}@IW5O&rsiHS?0sQ4^5#!pM0n-wwTDw#)Y6fwQ;FmzYsK9 z9_tUT&_L;iLP^vqMpfI^_>U1tsn7J)(SJ|%bWLU<>tc)GokkI{Reo8q9j+si`Bxh%V^WlHw(*LsHtku$X zRbo2W#`h03#iv5zCH{o@^c3JK=gty6lMDeuq9>c)5bZ__)cHct@X z|M#SF%nsDWUoF3wJqJNYnqju%(5j2U*T;$+QALWpoKC-qL4jLm+%_qL{-ODp9ow#f z{t=nCGBRdhGqNddGRg=DQ-8HTx>%q?)dAbo9#?GjnULRE>W3Wpa`85vK}Z!?``-v5 z0$a`*Zal0Ph3ZRd9&i^2;&Gj$ib5$qXmv7foikT3{`>UEV*Aw)6y0OtCz~6E!#Y}* zCemV1(WBxCM@Kvgc)Pz{xl6>JQ~WirjFPY~>OZj?r&I9psK@7SOv1X3<(JV-BxE_c zF0YSILV?H=%!H9-v<++5b*oFkE{8rLnqMm3b2V~j^{1gOPg5&#cLo+m24d@mOtk4p zeZ5S{z?3(oEUph}D8pbTv6E9#!`Nc|>B3apY~TCYx*`>GEYm{+xYN<@?4@}rs|>tl zX!-1xMkamY$`xQdFw;7vQ(^A-F*FB4;7>OuAl95r{O^8?S-cqRMeJiS+^D{=-GT=t@J1r#Xi61ZxNv3`EBzjrS8(ui1qEC_h%YzK6Xk|mRN|D+YHpgm5Z=; zv+seBks|!?!L2Dcvk>P9FLeHO(eTJk_Vs_*3(+}6%1WK95Eq->zv+7xVuO?7bW~{} z8u>VkvFR3}lc zVw~R7U-5KR4b=u#tRENSQKLQfrr9M(yt!ZTE@vq+=UG=0hf0xs8}l%mYZ>;KM^rJm z$}z4dneX*LIVQ#P?Um>&NBiQ$Xv+R_O#D1@KKF7trV99tEVh?pL96(YC%?+^qPDwy zQhNo)bV^a4SXbg_nYR43ot1d== z`eU?3KON;>J>tB?$-tfds+(9l80evpDzWIwzyybtzG4ak<*(0Qe(b@(;cP|W!7)1S ze(0inub7Uanl$yhrF0Z{x2D&=oQ|Iur7v_V=_s3CqGCEt$5(5D9=0E1;GXbfLVto7 zcp`bUE~l1(Zihib{==%jZDW_J4H%frGhUi0&A_orxahZwfpRe(Wu`I=Y`!Y&S#y$s z<~O!X^H?!ZC?qsYzLbH67M~tCbu#cSr<=K!a1~z7`#SLLN);N9DQL0xFtCfLfC8Be zY;zBIu35*xh68)2R_YlT$5VAHgT=u0XD9YwkzBQ}@gBLaR)taG?f-T~R-s$Ep3w?t zH8Q?bzgGKLg|%D)w?m&);a*mA)t8wnoRNPk&aqU5QbB@cm3ymk?n!AqGp8DpEybxn z7prkY$>sG!*)=FC(iQB;SBnHc-26$Y7KsvRczRDQcH}KOFCDDKw8^~RrP8&?<)-X3 z7h8){JS|^$j@4p$ta#>G3Zl;U*Lma2NgaqX}KllWIMWHsdKSnKOCm&G?r6CfD&>&4^#F$?tM# z#ykE(BLY#)$W}yFzu(e~5XrV*`ByXge6_4S!e~La!QA7uB8bV2zFge|MDMBgX5-(8 z`$NJ$7I3y=;KodCY9^w3{<-@248$>J)xqgXM6nl1CGO*hYOeb%dFBz_%a@)M?rOzH z6Y|H;>$hTLtL37yM=PFMQ}>mR)QaqKv_}Qmt*8g>PLg8VUAVa2K~C?t2`lGdgcOntFYJ5YEv-cP&30u@@2 zSGdJGQ?UidwMCXQ&$Zy`vYN`}!!6kBeL&$Oxf$7cc`sV&G~?!XE8G>ooABBJ?`}eIENsNmDmvXlrV$lwXTHA_X~c6&B_(`fjc8<7=insW07^i$zle`~t=xTG z8nNnO^Lvr4jd;u|CMrC*0S_gt@krU+fJ4o_>&22;xFRdRQoOg8Pp!5&6>Z z54^0$*pXRc#zH;no=8iOS*k~uPrk4ESL(4MRdB@Y91~CJvp(Lrz{G*Ohc=2-*5l)l zm4VkM>aky--ot9OPSP}nrk1_x@XCHs-RVPh7_-gi$6mcUT$#M=nPO0fqvss0sX2A1 z>|m^K{=N>yhORM0wd#=axTE#3buA{Io!4);Qj2opSzUx@HK=&{m~G3~8dMqSy*;#{ z7E_jfpDj18Mfvn+woM+jxFdCLBdeemOHQw!WP4wOM--O4H8g8*-G=$4CkJZqnZVl@ zVM;ZaU#A!Iom!3jmORxTeX8;Gc<;;H}v;!%5HFw}n-q?#`>!?YULB-u9n2XLJ?XMcur*m|umz z_`95@=c-Vp>+~4oXf-}a84=%_RD~ygxdcTjRbh{kz2{2c}syT9g5l)!9e?4h7k$lbTr)cmtA$0 z^Zf;Cub4`7lo}|1UgbzfUbbUSzDMbpa=W4<4Ct63F5E~zwW{T1d3SZ^wzmy@2=u}|hu~7akG3B_JFy($-z8sIn1u5w%mm{kpGxN7wIqu)9xz4M& z97i-ue=;{$AgOrHRrF#7^2*s!)Xd9K><|}gR-qJ?AO6h^TkZS7;p0Ygt|eHau#eU3 zRf4yk@HXlBm*BAj`k!2DOVF7uKm28530Br^W;nN%-~$z#x-{KL?M1Lc77XwzYw`- z3M`$2MX0%MXkC|GAH^fTnAn#WR)Bln^*_3g1=zq_^YC{%72oau9;o-Y0C^p01S^Yt zY<8o_w)~_ZXN=Wjc5@1@8SEBP}q_i*H}EZ*LDCm0D` z_tmwzLXZ`%_}(=AF76qz=-56LigTRp`(&?$;=;?N5vxajcp|+l((TYy+*=e5o4|^m_dRMrW^R?{7JC&A;~^hn*(xlA=%{M!Y;guZ9NST)oBp=`>jEKFPd1PlN2Ulf%!7 zXmG($`puQgG?)__j);Fkg$wCcUFMNgh|>*-nyoH?*=ONvc%2L2NWIjg=6x!3U+5Cv zl0bvriG)(BCJn~>CwT%RXz)g<++f#n8tfc+W=5!>LLKLW*>p)NwA+!guj&@S#NT~> zu(kk{Yv1H(Z==HY%L1-0m#M(@xu;tGevkCuG74?4>i zvO+~E&{^krRg|9sZ{+I5j%ZR~&Clmo^=c>}sG1sN8%F^}Q})WJZ8SWhA7 z-IQw*V=Dx+GvXi4KBj@>yW*eHW;AGCH}_0MtPt+9x8)lT7eUwayaj8q5}+*fzWGQg zf%R=mKOMA7fy8@hkG4n|=(8P=mlrLAAgzaELP}*2Kid(NyI2OZZ_N3%-<83OnZ6|x zLK!&!dpNjpqzrVK?wkbf3UJGrx61rb0g-IW)UA^C> z=!Tg!rLa9a{@(Sir7)hTP_FU51kRaP%bOF6LI2!m`r(8ku#t0FJhwuFDs0{^fA#C{VC93~Kht8zx7r=h$D?Q8F1)xByxWqq_ z4_BYWjTXe@gGv5^VwNriZ1M`^+@Iya?)8-uUCm^eVIL06QOJdu$*|1s{%k1JJHav4 zO@@ZHUyltM^WcG@aOls!dGNRN^Y1M}6o^bdXk^?;0o5;pv(}ggevFU@fr)ug*Xwne z>_i4r6WUmOMlM9Xja=_Noed&M!*_5`7M##{TYmR&9$XEmT-sql0k$}M=f6vNuv6ld z%ju64@c#P8e?E)?;X^HywZ3`4C8O~Gj*wx$b>ef*q68EisV}$7G$Zn#HAo zjd2pUTh~2^57mxt<4gfIF_9cTjU>oD+8{9+M1<$BiPi_ylE66Y+To+aDZs^~*Yx~I zh6}uwI#R!q!TG)M(#6?6G#4hydMek;zpdMnb9C;KiCj69tAo-EV_h+qTrA7rKnr>5%5~3S-PAp6a==u zoDWgB3v^R!O<$%ze0sgmk(=NRK~(Dx9M?U-^!GWwg{=W_m~(qg6;Cj%d12c8@=p+? z?fB@`))5SCDmN(~Uj~6d$4~j>Q9qcRp_DH!dxFhO#L-X9u0Zcf;!{+$0sS{$x=ioh z08tZk4~o74%x6!paOd9uf?3ta#uIKpcvGcwf@%wFXSRD8^JzdU`G#@(DSZqY@iLfW z*kaf56_LhSPaG`|TpXG7My=Ty4tw?+X!9y3;ckRGJ}Ij)_%wbKqb$U!BvUVxyi6_$ z+3Slc8Eg(+mUmFa@~N1YdoYTwU#JLt9f~#Gnw}ziBhj+dR9xLH26y#r*XwqTK(=e` zRyN~d*uI!*SNlE;Im`C5o!T3QI_vsvHIIbh-nF5z*_*@B!I+=ZBqb76l>dp^3C5sh zn=(E2YYd9%h&Eqwjz>w$%cYOubD-7AvehCeyj z@SG9)Vs&2o9{>RV{|wi8IF#QP0B|KsBvPR)5v`(yLi9U!h3sT$5fv4(WeeGNvJ5k0 z#_VGTEm}~vgG5wcw4#(`E0vN;DgEZJ`<(YZ_j&Gf@B7~KIi@`lc5Cx#xOhv{QxiTN zSG$ZwWGrRi_}+x8V?%WOr)Z?RQ;&sW-?Mu9sVp?m-l&~)o{i3HZ|C?`u~0gQ@kn2b zg*AAww;+Lq*R(tn-zl@vUh%h?v=;}ztu@+g=g!4w{c_h!#pM{+^wXyN7!Qx|KG9g> zd{q8GGfTOES>sSfJ?c+SJY2@Yw^LK+8r4~7!ccv)Jco%}0ybJXJ2TNR;LE|*3MO95Sa(&&lZo8z zvh9Vf3>+NZG=5r$hB1r=>Wu&@wuKM9es;MO3wgr}zDUBWdpC4W))6t{XP=z=HzMA+ z6np=r8wuk(S3gi_BjRsfQ0L#pB=k8h#k#tt1dkf&P0jZdq3ot5z9qCmbW`cO*-FmG zt-cc?tF{-Q%lHG~ro>Aqqz}6Sx8@`NeaOfyP9D10o#ij~%*VytW7frX1z4?j!m#vw z4tm?!`LjjRFsC&;#=#*OFW+Rvp8J}Jn+-#j;r=-6T{mqlb1)he7GI2LbBRE{zkT1! z)8R-`@Ur{yH3Wr%lP`(cgyIh3X3eHoVVE!#HDTFdfezO$HSVbO1^<$)`?i12!N&=O zYp2-ZaKHZkG10{l&_85umE3$DR6`RF)6WEhZr$s*@3senjC(Q7QsFdYgs*7VjrE6& z)M~NM^iT+}?&|ERy9mQ#1A_yTN#N3N;bH$G6+W(6SpAoo0VTaluV2c{1c~{MJ+Ygz z;nev*zyH07f9yWB1Gs%$X_Ti?7VBE4cxNJ{38J^0N_KCKUV0m_Hu~j1pO3yABy?so9?6`|` zo5M7ikhul}y>!^~?#ZQTWWfGu?Gv--n4o-bVP@@KCKz;xtI3Hn;cURS0LjM;kiRD4 zFBMSCff?#5KatHG5E4o6pk8FdMs{sV3V{V}#^vv`RaszmA+CwEg##@LiWT8jT(HRy zeY9v#Is7ke`w#7%JW$(xYNOL-9%Rc3@4d+8!6%n!Ek2b8vH$tSub1Y*R+Fl|KJ#4o z+?##o_7WcCs!YUOkmf_u(D&X-#R`Bkgw6$e1qgZ8#b!_{V0y55+HQFT98FRT`*@EJ zU(9W9EpOw4-hqP7FVTE>sC>zAeS~2C_~2`!c|Jt4j~iAdR)BRDd73L2hn;nX=xG&@ z*Zv_+tAh_}HSfvQ3$Jgq!If(xw^?Jkeqxe%_lQfRWG92zy`+1wR;=(tvNmhefi@2y1*2D>X@V@I^( z)EFNu=$s`Hi}+A{?#Q;{03Nt!IBUKyEC-pRqDfunxnOlDosxcx16ONf3O?JhVXIL3 zt~d)0`1HM#qkiW=+0pQIs}ebIrCIOTe=;2KJov0~p38=_hjR08Ut>X5NFZ6`E))J! zj;P)}!hrm#vqs1M(V*qWm}h)#DU8wHlQpc$AY*0Jh3kUR)|JWKe4Yxi0ZWq)bIagj zkc6I}1`S@6m^pWQQQ_WalW`kq3Z$f;u#c)D!}FA~Ys%s!VDLgl;=iW^Sgr7;@pS|d zrt055(%M6Yd(In5k1A22IAow_GKT_}5+BIfD^VbfD_eWNoeV2!T)$prk`% z=AL>Hu&&S4$T}24_ksAl^@aJcykgyb{iHlFXGtW!|C0p^P$TIXl@4e8Se3?4Q^5Q| zdEa`=4ESvFJ1Ar*3yd9$9K8m!Aj;T#dzv8L+tROEMdC?e#x8>T4ryWCvhn80Gw*Zt0*t=+1O9+w*cYAa1 zL?B6T`x>gmd2A_plWHy!jN;zcEZmj^V}f_(Vq+meoG5bV?(cBCeY!I>`+rfm>gwJ* zRt5>kSDEmoJW53W-pPgJ#i=-F_4DA1Cz-gz-+o3cIScpaYz?JnW#Y%nft?wR>8R15 z_E&6oCT=^CI6gj*iIcrg)Ng#t!CO5ab4@v3FrHmQ;V9Htch+IOi4lP>O>|D#@v z`i~rc)isph-bk_T^R6ZM-0slMrA-9fb2z!4=t;ml8%?ACc@uE+vh$L0rwAAx`8IgV zQv&Y#@^nC!s23v1IQbGA4*V ziy`Y$@N!-JeyKhxR{FOV7_!RH)FCHj`6?=&iIhDg=|I8wfSKW4hbZ{Nx}ft(VJZ55 zHT(I$lN4-r8(i<-N5L;b2RB_1E5mK|?_St2XqcLKLM&q~1OL`<@XU^5ps8G>Zut>9 z?&(g?S~N^U38S6+?!KWT@q~lRMJ)#Ut_s~ct<1!t^UMYh4HllHn}3!zV&j2m8IOtM z9F!-x-!5nuIO*d$d*!!W%+A;P!&Ty;UGeg5d z(Bl_rK6|q!82mvNy>(7T~S= z9iKE07ht96?W)?eeDsmm7*Y+&$DFGT^KaH=qHghyyw&7ntY%WTi_gbnf79E=w5n)K zAYPYXEQF!Bo+?zdhGTEd2NP#*7`7zNZwZhONAG)e+WRBJvHIlDbHlg@>@S6h3u}VW zd)H50O?W&s_o~HPNQOcDXRT`J1`#u{?P7a(haoY&M7_-nOl)EQCYf zILjYXis7W(sI=r|BJ81P|CoD1g8q|%aD22BMtqleY%?Iktxp}_E)0+$GLEx#PR(oXWFrzp$T)B+_p@*_#hrJlEmD#4$NfpFH z`rCGzF(9j9W_L+79p?V`W)t0+23dBBwG$#`a8=fEcCju4j8-IHR48IXlWfuDR~uMx zeCLg#!QU(}yfv8H-NAxoq49NWaTa*I{2TjAgarXEJ08rdGGRhc)RO#|uu=A7W^z?CI`AUBOwS(obab=1F->e+$rW_~6e{kW*2AeVWDlTwLiajNj zxG-wV9}L}G4xC6G>-#M{i1@&7trX%zVEP4%_r`qic9j*E>*PZ%HR@ru9v@QUuO_|! z#DgbsYDb6P^FWVP-*lb9gE=$G*CByZuYYo~s#E8K&jH zf8c{|xqP0gcM0 z$BxI9!O*NtSfjx81ztyj^AX12=n)5+#8g8vE^^^u zs)pf`1P+LVk{XsiV1v=Pma9mez?t3>zg(m_ptvJ%rYo8aNljK0zqhmDi#Ua#FYxN# zXRogRz?p>OBp9izS#JlGO=djT8^%_Ue4-AM*bEY_Ko%6Bkwr(i&^Huyen*Zx7?EfB{kmy$J%HRbV0JYc5@jxx$1~VTa&@mT0<*hR|$Mh{CDn) zA_X2#*;j~0(7~wY`Q3?Qg8yoi=(P1b1I|=eU2O`Z!waqJ53{OiFmQDC;7VHxOqH{@ zN}VFZ$9LI|9(Rdw{p)&niy;yeO_+D<$CQF0P~Lx$yMi*u2W?43OpKGwuhb!RWuahJ70| zVPWIX5^;-6F#hs!@jGrhRKHoUwtkZa&1@-?)*~rkT6p;3JE25~P1!(jt%(N>j`yyc zB2mzva3;&uHw3n+N*8t>je=E6CLnp7HWYhDgIbNJLU4zU zl!oz^Fmw<;ylCmp2>c>P|EzVSw)&{`~(^(Z%3y`QYa? zG}nJv&k4-L%hXS5%^$MSKk;4^FISkGWT&FLXWzStGigW-3#p=4q@s9H>*1Ff zX}GG<@5qp7Ci*`U`jUJ-3sn>K;_hhV;;kE{u&yW{31^1BGS6N@g8f$tcPtxk?Y?W* zrIdr0#TLKIIgp1XXAX@0RxCg{+J@Cp;YAoBJgvIoGXd@X)UNZnK*W*fDLwb@k?_>9 zf&Uy#$Y{C2u3a;Rh@vH$UB7yZ(R92D6b6cMd|}-FhDR~()w{dq8L*PWwN3aJD#)Es zB_p$_s00@r%W70o2`FoPTKhQ^VJT0g!N02zeI)lSGFK=>PIT>Xon;}e`sTY&b|@d4 z4Nc0%R0=Q+twwiq3-GDt4X!dJ7mc;wTjmn7(6*(cVeV!&>i*Wg5v!k$Mr)tGzO9pr zwu^iJ#MvjK|7Y*dciRR2pn1C3XQ!dQ+{v&nkFzjC?Q!mAYAP~d<=dARk}zet=x2&W z67nm;R_1jiqW+?(x5={!_^O*Kt|*y|N-huVrz;Y$KYmHVOm`BxUtlSWaguSa`RpHu z*(kjKsI&8@*J<<)2~*$GdkBqx9;pc$vjv9hmFCB)M_bb_5sgMK)AHKTvH>be5 zzl44FEz)7XU6^d`?=+B|P-dB*PKTuaF%y;OOvoKIVD6~R0Ou2X9Zr2u1NE50CfSSf z;kT$xYpzfUd1inL~z>e_Gd0z9PX&k@S1F z){U<}kjVtny(lN&jZDxlZtuHl!Gs9E+G~9xOt{}k zyVgI<09?q^yZW64@v8=p8Ci1R$Mu(a%`#k&kXioQ&5;W)dVBBCZMh)1Z1-Z(#az%G zv9HSt;XrOwI3aWs2R^Bj3L=Ks5Wnb@hKx8Hc-o`Np9S>{(c(subvek;T|Qp6EQdnx zL#L^k<*@#v-ZL2}hl{U*`o?Ct5X_do{ZfSs?UjFymI>(*=Ul}xILqbi=v$d&$y00K|JZpvl)aIzFu38%S z>mqk-zJ=jQDDIZnvST+4<;_ zY_8LxHleS)QJW5SZsT|&mIg0gdOeq1Uj{dYCwqQ$Q{dKDgYe13QmAryzIw4b3CwKF zBYpU#U~gLE@%padx#|^}345yGd)lZG&nN>*E3JsQx(p7AhiBe!ErY~a3;l1#W$=z1 zyTZD;6r`e#Hk*5qpsAv{ZjTfJnnc7$Cl-;wnl(FDR7Zu@sluOK4+ZBdq~7=_lLi-@ z@+#ffR4~mfyB-&7sCmMNS&2?2v9s)xa!78A%tIazw&TV zA+XxdI4`cr16jS`hkd)V;iS+7;=|^2kZ5`GbtB|JqI|CyUo8*Hb~wHeE6aw~4UekL z-(|r$r6+xs>FMB4*0A{-kOa5GyG<@_h=&|=OQ$vdkuYp`DwX#j5J*$KJ6h?!pnLE+ zZEssJn0xLrkE@9UA&r!O%jzRxE}7cMZi|F%a|(5j6(Zoi=vmuhS`auq-gn@+)o~D# zw(n+iu7S;o2XD62_#of*T7Qi2IaF0ko2~N+#He{HnMpr^`)}TJCn=xC;qZhvVa|cL zqkjwcSU@CZY>ex2Y>!2kZ9aKNKO|y*>b{BpxuqdrDmTGVI188T^{`dy&c!n=dfeu- z`8cdJs8<${i{7=fOT#jAP$6c1Ml&@BgFjB#dwJy|C*WJ#5%EiC7cfR@^~%SL+O-dS zs0Enc+rVeND#Q+zL1T+sMMw)8XsT-{!hDZg8p?t`xj)drS~EQ#CzCHQHhULf$(ZUv zu3rHvLD2WA7lQfLjt+(jMR?i*2iiZi0 z@2LEt;C}m(OID&Z{Qgs8Wc>~XdRBYCDn39%A1wpJw&hfeA6R}qWOo_fIC#iwp`MC2 z44qHCSXPFmZYl-FK6ISX+&X*v03BDJZu1(jW}stoE^Fi%1OE=ce}BG$fv;D6tPL2U zV`$C%OxiIT*0T6*Rm7(53Y>=-Cn>(df$ms10yyXWYqh)tYYJ8>Ccv)3TzA^pFVeUhJ|KMCpX{x z!NhCEib)<4NZ+ zTc|kB4%W8OqM~Q|VBEn*3YJsv46G6>#pheKmq+g+ql&8ch*2I1E!_hjy;LS4%^Avz zMu_;lQjhTc69GR@p36JuNz%%CB(mPF>NY9?aH68Vty9l?YEYZ51tp{wnK(e49x;8Bu>_T_sz#%E4fALH}g@y zE{as<1~)BY#5yJ-ZaOg zM1jA#lJJxIi{J?bIthtM5Frte=3$uvAG^07uG38g(<5tjd5Otj+%50C`ergXi%2cf zqNGC*b7hj{k^)ezysN!ar4WW1j%8w6F^n6P5Nmk^C=_-R-Iq`dGwt!4Tm<)5sm(rh zneRogexze(nr;!i9c_$u{Fo2nCHx%8A9=v~(`?r`Pzd!+>mI*KDS@mMi;!SV67;J~ zSUVgdgK^N9@uW&AxL!DY_7|}fqGayetvgKt)>6eI>J&0GovBqcIzoi$nv7?zCdHtc zY;<{d0tv+QC)KueP~a+j6HD!+g7vpl^8I2OB-}rywrrXPZCe&=ou8ybo=w=~&jb0*U=!r?9V`_It@mp-03gks9^j{_4_439oqbPOH=3v2J{boIGZNud-pUO2ib0B z!rzPAc1LS4fm=H-#ZzShw9hSt7Yv})9R726zaXFFJ8Kk4hY=H6W3XKrNPF#kJ9d@^ zyY^8`(q$Q7R=CLM;X^tEo%7YXw3H4%Ce4aw{b*pCGP_}K4;5-q_Gp}LDO69Lv3pfQ z1lRec@nK#BFnaf|JLPXan4HqQR8P!@?V77II|Tdd?|%K`b|e4^cmd1m2;iz6w5?31 z1pW^I0RR6Cmv=Z7ZWPCjhKf>2N+F?amCQJjL<5ysc9c-|RyNn>+OBb3*Bvg`HHtEh zgqEKq8L4Qi6dEYh&tLEJp69&p`<(Zj^PJCD?o?P;==&UK3-T@JW#m9`lbFiB&KxK= zIWr(1l?~wsE-uylA_8gGp=W+Nc_1PGN9;peAq>3Hbm>kg0zOmTkB>JO!B6AflG-{F zIQ9g$yIK{(y49>5uGRUV!PMKCyec0kp1H**p5#L3vkEWy_qoti_MYo)c_EywU;W|T z>taZwxIgTDS_*b?*EMTzlVPG^ap^u+8RYc73wl;V2H2Q-%s9Ce8uzPFI@*e%?!>k< z5qA>Y5mAUbmXi;iTMD*&tng;%pkex7_27g~2(;bf>Lf@B}m!@** zuz2#0+!x;zm{gh@yx5rlj$eLzl#j>2m}6ATIp1jb)ZunVAuuA>KKCj-GTrBEgJO(1v@{%dr38VDzE<$8tb`@y)@ z1ybx~FL0b66xVci0=+8P8Z6L;_Nne@=?-)BuF8O&+uU$E{JUMOn>liEdyn_cXkfcX z_v=%3#wg)^Es6iA5qfJs@LmviL_+-Z9fFoG_QdAd$o~vRl_R{N+iD~5`_5*=T*qi6 z=qzLpRYxG-(w4V|XTvev_M?I1w(F=TU}$+&`8xh2amko0MBtgn$JAtUqjB2sWy}i2 zI3yqXT(|dgJaQ#IbbDGsK(5F7`Xt$SEP8S3Y6T+(8}@L0jAX^2cVF_gUduTAnV~AM z?N>a`ry2Qei6Nj=`glLVCKcH{4gQM!nYc-aTjIhT5#`$Y36e*1(Ea{=wD*y0?0j_d zmeS!YENpSf*8P};FK#J}kELfL&&sO@;}7K^|M87}A?>-C&FAyropC<;{up{}#Vo{= zir-7-bc&FXp>@w=s2JBW3?uw#C0H5!sk)w4geEDjfBpoJP}o_We=wYc?t){|Qn4gF zSF6iQOD5sOO{wnj2SxZf%Y4hp)g`ER>II26umn9hskVi#dy#`O)yAey?_Awdj+v{AHuy!ABtQf62ZyL+OFWtVcwrW-3nhPb5f(EPba1!a| zJhK{)RjXN?VzaT>i?e3Rt_JD;Nylk7*qHc+>rC;@Y8*08&dGGGMwoBVxzt{Te%wJ0 z1hFdgGRd{m6XLoA%yW@u`?P>EkO&YPOIRAOyxF89m9N~H69uN~5_M3U}? zRUTGM+*$R~bIg;0^{*%q>1qrNnCseLahi_wokQoY%+b(8Ez@duFby01-E+;7XqeFJ z_c-)d1$Om}D*i66z_+J%Z85f~K)>~2!}=5D`0EI7|Mhniq}RQcP?Vrx?NZOG_XTBW z%Jc1#w?r8#zdY9LzM%|{m4&fF2FdvSz&Ne6vlLsE%5!sd$%sbehC^Cp^iAx(5 zDVl4_o(C3Tf85m4XRAWY9ebI+o?U=%JbuEdqhpjR-o4Bgr&tP~DSCNF}E*93v^SAm@1hrtkiZ`B{(YoU;=y>}v*KORmdu8iDu zIT<4CUuc#IrNh2`&yCk_&Hyn@+1n%BM377qX^~SPLMczy4$FW{Sbb|?e-JYh_FQBe z2wcvDn{CpGM_y(@I;@g`ZODN$}G#3H)k`KqVp7 zFzW{ixO}&S{bxu5t@+X~7j*MszvD}T_H}vCKioufO(g--CwGu(SqhS6-x!*!$*@!% zH1ceO3^S^EaW8I^!N{|?cd9OBAl&kO;H^9vB2SzqO^cD?BJZmm$x9`WyT@|oF0~kj z?ejyX3`-#I{MRXg$TDctocJ~0O#$8~1j2m_8VFx=Ugxlj4r3_$tlgOocZ^qvk(IbLyDD>~HcHw?@Q z(4k^ek5ZNv4LU9)KIZ;j0k7qKS&h7Okbmy@Rq+@duqE{O3d-9 z3b-{ERbKR#3W57cN@+vopsKdht(!oByV1@ucTy>^#c7A!$M@yS`JCzgAy0*su8C$X z%PWt}@R~kZDoFY3)RDK8!@UimS)+**xc~Ni_gr8ZY&jsTZ^R(O+pm6d=k3X0zNu7E ztBwN1bW;i57Am|+-#RbnPyr0DP20CF|Cev}q*LH#8a%7-{5>&H0qG+pd~S;sP`dGX zROa6baH>+DD8EdDn8EYY^#=6id|fwnC}hCVR0Zy03nrMYBFT}$m~i2Mp|binCX9(> z4?R4}1c$}$UvHi%I5PEpSg(w!R(w9`SX|7uC zgYR>jVyfXozMV--e>KDu3*0c)VM7R6c$3)L8jy*sXYX2I1Fvq>mNnLF=r=ic`PE7` z{C8k!Q-wwiJQ45D%2nflm9DgLmjDO$ixIW&@^iqDZU6F)at+8@hzLD1W`nxnTIJa7 z)lek)u2Xkv`F$(0!~M-H;Cn$`A-b{(wmVOmy|k}_H`lH%_+F_3NkZYBHP@>kw&ofX z&9UGLb<@Ysdst8>v_@U9lL^^lf`&{E0}iKkDnD$e!Bt{{v@tgg?8q#k+!b{A%&t;= z6GVrd20b0?H__qjw>A;;n>6^ixJ$kE5)BIaG<3(7>+hVI$jR+>**eSI0URJ62dEcbQ0t?BCt@e+tD+9bLuybwNen&fz!NTC0t$345F z6odjwEki8JAZBK`?*ge5G-khyX`Utnar@48?&uOQe`B-dW=s*}yglk3uT}tU$?sMd z`RBqn-vQpc4cQ>F-nUt7UmonND@mfo=flL(`UJI?d2n*8NRmcs9{jV9Nq*X!1A0u2 z-9miXU{|{_<$w+m06nGV;Z$(de;seoD}=H|{s7~H||bvzLdH4c;ayS7F__K_~NwzgQP za+LVNHy#U|ewDw6Bw|55+OcH^no!<`vu@6fDlRGNuZ zo_4Xq?}(`P;B>9d-fT3`QX$q4I`;f;`KTgdT383*4^fl6(7jN zfs=IB-O)@OS0n_hHxhB&@Kv@UF$*Q^vUyAgv(Z}n)?DDWT$D=r<&q3pSYmTbD|7k1 zbBZGg2kDu(qOs>ztwAPsZ#a`4bTbosEk5Dr1tO}#DyO&1Y;-Owy*V3`gW+{cyX}fFJtph;Jg7xxTA;=l)wHT%Z1h`|mRMzq?$3n?I58Wc?HIn03WS`zCEH zs#Uxk@A>e5x}~_rB)0qofs7n6x!S>`GSsA_6xfLGasy)QFB`6W51xw zJWndH(WGC*REvg8hE!LiISn_iJ*VN5x6Idd_pH=;87S*I?CkN1fuezy29`Zc{G@wO z_l0mJUfT|fUza&Gt4^>_f>4Po`L{N%sH()o3Y$Ugbu8@aRwQBHGS^-ataTt)VX^3j zuKA#9To4X;nZK8f_ed9N^j@&h*ev8>T}BOVNFixCy4Bz_^T4=BH8%P*?A%_m%+061 z7~Ie1ug1%q(oi$3!c$x_$5sbc;p>PRcE}(LA2-V^ZE9y>=E)7ag|D-4rDOWN6U!Xk ztYlk$Je`TPA5^(FPBU<;=cVA@%H??C4iXjA8E6yIe`x0^1}^=PQ=ffK$A2~vdcVvV zct^^~b7?aJYkUvxKlqZ4$+S9u?(qt=%J#kPM4{rEp`PDz)>K@QG_r|ND#wE084{@$kG(wf<=3I`}CEo{0ZGDk-D#S`~e#FwJ*r_!Nc zNyW$``|++#9toAc7mH*qknnTDOvdF>5)S_EAADR%!Z(N9A55B)P=)XBr*keOj2$Nw zrvw$CeMs%vfvp87bH7|>k(Q0U-Av*>%Pb_n9kG$wnTcw$e@7C$GSF?t-n0611`b|R zxcvq*k!bN@Y{iXCyegn;G_IP7ZD0E&wtdP(e_xrFsZ%lb( zjkTSaVk;7;K2=MApiFy{oVf*;}0o6hfcu3Y&SIdV}2FBLur}N-Z z-78Jm!fbfG*z9RWE`sAea<7gr&&T>N#D_diW#F*HTQw#`0h5T;$X-_tw+Ehzml!PD z=dGJ>EH2N#6?$a~^<*F{y!()BS_*~#HOsPON+3*}SaX9>2I})epP%?pA#cn~ROop* zoEE4H{c*7Zk`{E&%6C&ih)%xSw2lVx;@3}&xmJL+$Yf@~Oa;uho!!B|?DyjHZtd9p zbXXg3`9CUw0g9pSW>#{`JThVO+q8lSGOl~>^fof#MXa9Y-F=lH%G;WUc)K~! zv#ID|mlX$yIvVmR12rJldpp_yR6wi0tey=YbORUil4?N2Ao<|ieH;)Bxl%E@p9B5z zQ)_yMYhZ5|mzesi8o1i#)8%MU1A$ld1e@d8piCAU_VTTUZAL1gB!?=fSyUR;Zm)!3 z2hlhnvEccEQ2uHED!8W*A=MdF1>(o;@=pX;0oV4(4J$vf;KPk?>c*uk(Ci9rd3LW7 zl$}R>jnylm;p{yB0~!+)0%|;ygqX|m>VfE`N*D+{Liwpv1(8306x_6UDXiTTlM_X zGdBE5FLW8(!~x@7kqU}yYGI{z83onf3oR&DXaI$mZq0yyU5MD?Q z(>PZP`k_)?bwagp@k5-2=kht0zEcbBcP*@6v5Vojs~-6Jj6U_a) zejGgjM^4#MP3I;&F|P`}grirg?A?)(w^P1U4>`13VVPpfGVC$Eq;Bv}F8F)DdJ zU&6Q0;VL7vSs~$e#jx_2%{LnJBS{njw0~1 z6HL__Bf+OPZ2!GV1<>pNE#6};7fxvGP7u`0fo=2Y-7EJJq0M*yt1DtzQ1Qi$GP{rs z4{jRmQIXGv?dFG`6ZNtoKSgtwnPoQUj!)K_QHW4_=&-J`YC04R?7sW9CmF0?t(Np~ zBEZN7xhGsRu@K>VYd}7X0LA_vQm#oPL%{Fc@E+|XX#NwB8|+JfjC@<6@`MDKFwqPZ zT8II?)w7?fOrzjMU~ku()e+zpdS31R=j*WFYUAU>Qc=)haCDzlRxEV$o~n8r8w)1( z10Q~<#RJ*+(bnd~7!cyFEBMD12`d_PkF+iXL&MjPXHN6@F7y6wu_5whpz7P4Eo||F z_6_`xWZOa^+jYW2dq^76}|U({$8{D3I;P5wGR!rp@dai*z^?->|@?oT6NDG_X>mu)J^!|aQ;E5 z9}j{tQh%#0-8BL^$@>KMD@S9Kv{cVzY#j18)zxO&$D@KzNdLo)F&I8^`O=xfNVGQK zVXizAjgF1BKU(dh(PjNZqWjiZ%-7F*|BxDwlPNP+qbiBmAT)j@yg3=ICFI{+^-0A= z$~7*F>J-fX^s{PR0RbJePFbkQ#iRG4ouN>AEVgXyn><~ze9vvomH#OuppnG6lr8TG zNUh;qbuUW7=|I2ABQmL|lA;^9m7R_&yv{XgwWMSIiOth%uccs7Qck4f`Xn5eyuL1F zdlIUwk($ksPQu_-9iJk2ld&O}B6Z_j8um!72p_zXfybE)?Lc87niTlhkG5u^*mi*| zIhPz<@vp@`+#w6yG)z9+lp`X=jUHyHLc~8?IR7;tBw~2iSw63FB8sSLzSDo5g=W=_ zl@U8~P>rSh=)hzS);XCkT@}wmBOWSerDy>fvMx|hYvto{<-WTTA9FFfE3AF)d_Jl* zyyiNM1vuZdW?k*FF5pmNf-=L4F|GCARHbJrdJmp?mGg{@^o}Dck7CO(OEFV*Wmg%B zzDeio+h2xOvKeC&sb#oX_oE-rdJ1ONl0!^QD0o=`qAq z1~^1seYkI#caJ>hT)INXAB%VGPAAaNv{&WaL@Eta8SlOXbIG>>R}@pX>mNoRAvbhZJ+%4)lrNk)#|p# z_Y|W3@48$il>+R)FnfmFQh;a1lYdzAkuY#tQ1h-+A&R~0I2wMl07JuveSA*kVoB>N zr&jlDOrZ^iO};0h?jKI|z4Q!h`TLJaAf{ux<3GQk2WjXMl4P`2ITiJYGsPvHY1p!L zEdEAXItmK*-x2(th>H#5^`f8SaNx-WCRIBU=M&sB3{%69e6?ulk#;buG_B80%<(~T z(T=>Q3@_B1^t=%&>WM1zzv&kUZb+7JxNvcs4^D3guAf@Ggk0tI13!c`z|4ci<#N~s z9EU%)Zhh|yvBa*RXI{Y&D{ytnlP?6w$GdqpcZYyT?M_~r;B_!-J#gm=GYp#Y1zDWU zVIW-aO>@tcXjt)G{L*LV1o-3rY@*^j0nVIk);{l+3?>8r?)U9Y0gkBEO38i6FyHJo zf9g;Y2+sR^|C33AwTk>YJyrym-CPxD_Ae1Usa7gP$#n4W4-i;1%!JhpqUcUBA~dp1 zewb__LNt%|0}?+GxXue2_3h3C1;!&mX;uc%64y`I?azR~Rz`hgLn@djDzAL;cX=

*`IR^p>F5<+EURJyIKh^%C-lnF z$RITS(C%E=+0EM1&7T9j8iB*)BiRt8FLh;rD;p;J5+^E94#-PWr=zP1;Pt5hV_Tyl zNYBvY{PU|A_82#{^l6rW*Ztpyllx0xysF!3)V~;beXq_uP%Vc41fp%OF&9IevI;}E zz8LIZ*N8u8CqNVOyrX!f0)7MG?7)di$p7*5Y7ti@Y!TXXMQpYbItOJdM)@lto$DHH z>_G)s*PG3|JuC-GqF)VDMkOdWANNVMs|F+6I4Oy+8b}p=v=Zo43uY52^xl(N(Ap7_ zDg3Mkmi6~`g$~uguAf%J-=9qY+$EzITwE?$tZc$2MJM7WbjDGs89nQqhV`EoM2Yf3?vlBVr z2_zONopb)3;Nf-V0B={iJIdSwP86-#93ogi!;jEH7d-`!Q+;@{C zEwPYc!@bHgp_c>+d{f3M#U#-6$7DHzNFWy9PRd9ogJ+~C-F`m?(vI;JBdg8=5c%?EjSIK9a}~dfmaFoKA)Y2aA6f z#K_R>I_@aCg$yq$bai+9Aj1H`=ZtYU28Y+CCxZwWc!`zfXwG49OWs(1X$Auu!~4x4 z1sJ$hP7w>3OJ?FK{%*!rJlAxi7ws`$18RV4qcLY^oU@&{ZF0BHCdDRI~gL@bxB=p9j zQk*Av_*F&@1CJ!4Gjl%~)Z0(rIBi9SQwB>Pe{zz+p0fMq_hK^qdbr|IC4s^Dmn?p& z`nWzR!&yOT81QNzOASlGpmu$6?vxe=E>C}+9#_XeurJ8wq5!_Hlrs9=LwQJ1Lf{|Ocb^ogFcJP?>nRNyXb9H^_(;;he2(>qwgnx`TnJt> zLv%QBr+iSdfe!QXbu1NE86fl7h8Da^2T8@tw;lik&X455l`{;8jj!w%TV()`fJy7! ze_hZ$!M;;Kv>SLlAG|QS-VK_BmfFDiZV=%(I{o#2H}qV}Iqp%5k0oVT_r29sU9Hgd~x-#54xbODBdUsI$l~4FORvZ8Hk3F!# z(P933z6T2CPi>DvJ>dGq=1z)F59lYcnYak`fcr0(^IAg)j=6UUgzZFdeb7q4v<89d zt8KG`B0XThY-=-*$B3+p_Y_tUBu8pEZF`J>7I-|U!UBQobZpn~4g|MNdwpJ}bwj_h z<~cq7ZfIeX><~)n2KJq99a9nr{_Cb(7dJxCGj-yV^92Ot$WNJ`o83?&bt;G7xf^aK zhk8dp=z_An{n~*RU9kB0vgM~a21HFKDcXHz0H;@p#GG>%Xp8(D?r`sd-#VvD@A-AX z<3sfpe7m~fpw&<5x1|gaVOk$I|4fGmJKDCGDAD1bwo~yZdm1omcRU+CM1!91#qln^ zH1Nr=JwxH6!y`Vo&`B{m>>QFSpMGvdd{@HuO`EjN?|l9ywDDJ*qDVD+ssk}L^GSDbrdX(SMl33L|A zB*C5?mxDw^Nlpz`p3NRsM+KH1VGBOW5mD*tV7pb)_)faow& z(E*w#M+|gIJD{#p?PQik2l%#6XpVHX15eOk!=1P7aPp+3!)itwnBg{u?;pa?U>`n$AwG2W0hyxAoea&iNNo->K|4+ z278-8tw+zo+o1vMg(u>7vDCxV_L##`M;pMQY5oLxuo3(uduW^9O_1(haIVa(36vM^ z4IEr+gkR!HtlG8>&=6&&`Z=@?mgLE^#~;Nr;Ai1IRRddFdi-y&)HixU%?b#{4@0 zct)O+ZcdfMvlGk*oXM4N@0;OYBdIEgl~QbbFHr@*qgcLI`d7jVmGY`sw*rc8|6VK2 zDTmqKok=Bi1Tg%YVRU0#8PpIvW%IO)A#v%|rZaOHJYj#WRQrwqhwbauG%d?vrHSzM z-FpIXb&ZXXKM>%*^*M?8qov^H!x41FxfnuB*^T#07s48+=94VXe0Us@5TK-*3!^$y z;$P(R;9~&WP0im0@Rw_siy?aBOD5d4T((#kONEGIfx|g2Nl>$%lAQ4)6?nS-dM7PcX7Bho;?F9FQ=@bYh)jRA!Sy?wL1(U5(%;sX6h zBE0RgVzn+#f!@eS(2l9LR{=g#qY>&HRQg`5Xh2BP2~kL1ly z`VsKQGy7;&eK3p<3QQ%e2Ek*F1L`|1B4BAS_U5;ZNKpG7a>rdd5;~**5@HR)Vb4(U zb)TG@ut!WSz+~AMgoI29F=SUztIq$V@~dGA9vXwA*t!+8ER% z4|M8%z6d?F2feJi6rrs*VCPV`A`JY=kf@JAmZhvL zmXsLO^mjyHz9<&8>76pr5067lffq|jEQu&vwPM*eGa0G%TRw2Rk%9y#xJ%+0ap>^Y zM?!`n(MW54y1X$V8aZ(12@BkdLd(*kb{FcRkqd7DJr9dU<7$#yowVZ6GT#o8(?|m1 zdCkTa7?XsCZTG7i_9miar*}QQO|i)3Pe-OMR}6Yd58x~nib2xbW1ihS7K3gEU$*3# zi$xq`x0}^85|ISMZ9`)<39W?*V$q?g$n)23O2?;k#JjZbjDl1q8uyNkNE=T~a&)Y=Y3@uIfaz98kI^x+4+o5`R$daV;5DJ)WjL5lBT93rRsUlyr0|{OFO*v<&pp z=Uf3nF$>wLy07=MWTViy$lWM61M%6~c^sC?K&6Mve3DW!(BMh=AVITCG9U*W$4nvev@?lfwJk=IL?u~1LLuszGP-uCp#aIn+NWVU zh3MXBi08m-JQkeF%|B6$6mBnwN=}ua0^th{56uWj3{{LQx0j=!3qykEpaMCLABy^r zT!}j3@7F2nR3eo}d+pTnD^S>_G~zMUO2j=X;_IJtpS0Xy__yHG3G!c21_l~tK zw4?pc2VQ-8*^aDDha1ei+EL%sMEDisW}`q;G9Uvd7X@0^HlsHO9!xZ`^IjT;z%H?fq>?*;7V4?o}(|%@4c9H{FVA zFLR#~oohu47-#3>Ppzos)bovDwl>rxZJ@Qdw++b_+eP)NwW0%O`BEHHTTo@_$b?&F z3tFHlUjK6nkL)eUTcHIhAup}?(iUX2VKci0*I}nQL&ci86@_)TZEo&pMY}24GTrOV zXvlxP8Z9)TeRq5@nQu+VQPxr0p`;1f>zg#@=`|rK4@P~OX%k8~%)+K*--LqpN9=v* z*@XB*zZ{ah(1b|ckGFc&G@|w9|1L%FHX!-5ey`?^I;4KrFT?tD9qPy`EfVUhMQo<5 zR?$jzXrgfE&%0l1(TbSILfXq(MC#S2GG*5yrQ~aO=i6#gj{Qzo3GQ0--NLB^E>|OL zb$DaYz6x108%1m7SE8YiO?#=)3ZznQ6p*o{5}CT+oCz(hK;o@7FXdD#&|<@ya>Elm zFSc_Y5T7bX_Wkd7wnY<=`ymZ&Z=+Ha68oRqz`GI@cvI@Q^HdS~eB40A_fH{WU6j=E zZ!JJhoq1o}5)05wKt*7TWf5B2GJO4MdJ!rf(yn>N~xutAdrYGtlI>_YcyQ7E< zy954ztdT>BW7>G1G1~Ich?>Esh$0euk1UQEAOf?MI6?CgirD=u!L7&y5x&nFsMlCQ zUErnBzt&!Gy|w%^!P*}P+|%7P!@)59Yg}==Z!nxVJMsO}fncb+`R?1D*bv}Y)VM!zRk=n4*wbw4HD%Vr=I?dg;5r*(OXy? zUPi`&kgI(lOL8pGQr%i5a$~?!R9h$hLnO>3=*@ZCB*V7!V><`#r$Jd}%|$ESbQnyx zL}y#lp;5zdktm-I-)@o=JN(jM&+Jq#PiYF=c@w$eTb~S}m8z4q{wbilqFcArlL2>+ z%5<;>XTg`z+Kul$*boJ91KKlt&$`xTgO$m^!2NSsu;q~d1(W_vxH)N<66KNs z>V6Dc3;A65vB!C{bRiE`&jk~T;jMv&b56qSqM$itS7SO3V^-)>!{** z0kj9OCD%sdZ??YrWtrJLAXmqYQGXOd!A)9T^tVzNy#1gte6kcmU*35xVn6`z-`l6n z)bKv<Vj_RmnnM*NOLEq}F{^?@?sF47qm}Sx(`H?Pxe8v&aZPqvR6tKZ z>+PE@l@K!8E_frn8j7dv`u~;Gz>mDFPhEpGkjPhmzD}$T8kDSMV{L2UxrOog75!QW z6lEh6t=B+}Ol?QzEFS&)RXlZTAv#l7!6vBzMh%(9HN6{w5=FvxexWPdOG2Zb;tMMvz<_MZft-O)d{&Q9yZ&JNifkO$KW;5-4M#C}a>~_Rem@3TygrZRcVKW;rq}c8FEUW7v}fk_U~n=w=~~|t z45H^XVt1KPpa+e}+G+3IPKCnRK|W3< zD%@)p4Rm@%ftq0Mwaw=g@X=WRw)&6??{$`~O3i4%Cm){s`XUX)Zyo9E^P@qSOtZy3 z0~)ZkRLWcH(_p8lr9U4N4e}n!2{Qgs;q=kJMs*}A9ME6Vx#~iL&G6h$3ClDPePF1} zI7x?RXJr$Q-lD?`Wm?|qO*(Y;rOU6F;O}Th@%XSg8cc^w8<7wVgg&YmjGNHl&u~)b z-6M3^HfEf9u9FVYXFt7FeNKnZs|iawYjj}s+5cXDl@9fxUy@9I(4kT@K*y+o4paBy zElSVOA!H(+WjG-tpKN9@K)QwF&I8qkUlV8C~q zQC(*v2E>|CCiEp4a3VHffuBx?qa_JUriOGd)=TzMX3${Xao=2w9v#@YIvzYY#DEM& z5BKx|2K?ZT+xbg?0VY|0Kd}AB06|Wr&iN5KTog(bTdAjmQrC4RF&vi;oBoGOyma7V zXEJf&p+hq96(N9~0ium7{2$F2pnj)sBB_W0iOM<7`2`G!*}kox4aeo__Ooi`aa`-_ zo?pM5V8F$po7#rQ8IYtmb@;Um1DKrdCb;dw_q*ZU{3nnO)^Z`GF06FOe498!2%*7l zPT9z+1uBdLgb0=f(?I%)P$TT3!`SZ$$Gn|%C?I^DSe>B(>HD2=^==vrSF^x2T=$60 z;E>HZDlj4)r)5K^AbjbWtK$L%*bF`&K68Q!U1@t8bKg>7^3I^m%3&HP%QQ0%iPAuY zUMFZMOaq(tP?@KlROr1wd8|v93U2g8dyXjzoE!6qoX@7+j^-SQiMk?s5 z6fCkgP+UK_A!^3t5M)6t!AtD8V0PS zzh7ckF_jlyVRHp9@}Y0Nf)RhW=o^y&&rGn#{ zk(nGH72?C~)g7BCa45SYS}u+PXXO^in~oF^9&`74Yfpg}#F?(QY*eUOR*)SIphEq+ zuGh{tR4_W~+b6S$^Xgl#$UH#>d!5}57t^R9aLu#XS%eC?!pU=ye<%=h*!`=83l&6Y z)06+WX~4M}`duK51}{%*yP*#>s55E(|%eG~qtn$|b3LcZde&@_tF{cW6MI@Z_Idrb6d6H>W@cDzs$3on&340>_|( zlG0ro{5WpzZi3_TVK)8}x`Pf1?#F)+w$b7Cf#N(wqXB!M!MT0DG~m*D;qc!y6>g7( zhL_W*Ah)R=6nT^ivx2`nqz$M*+54&DkQNO#vK0tx%{0*HmLBA2qCt51UO8PS8VvdT zD>(X;3d{1lAE)E~F&Zqr`|>Omq-<-muJBVqdK)3p8~4pxw5~v{1r6-klX+iA(;@}0)bX*VPx$C)pRJdSJaJl(9uFH)# zJwCXv^B6z!v|DN5{Zv)f9>*oNRPkR(Bd(8v(m-Ae?t3B9tI5-Ny)Crm8OQxB&PK~f z{ErId*U+`BC@S!T=#;bLe5s8XYpd*~!S5%>w$-uGAjqwK=Hwn4oY+*jFnfy%<9qDc zg)dQo|8;L?Jf3&S>x-50wiGy-SQ^-BgZs|KemNTVm&>CZyIM0UD2s`Q(eQCtld=xs zGX-qo_h}4AP~fnynaIEI7)VO_sl;8y;I`m5PVs+aI21WN{o9ue#5bIGD_k(xzj7;2 zeHg#*D5UDhK@6<=QpR2^U~nwx#^y*r2B!}Q|0Y^vU>32Wzq(9@=lva7$MJjf;_if7 z+JMJbVh!A~`1h->A@+0(o;q}04y0nRUDiY;1;gN_8CkH3gn_ZUabKi92D4>bD(=0- z_c5yZd@P>~$xP%OKD)^f|9!OHCYucBiNW$e)i7{vFu$Z#he5USfTDE`2HhVl*^34+ z2>H~ekx+rbws^OqYf2dG+UnWSI7|k=pbJU+W5}TX=7!GYH4+S;x{;)NhYT~nS660a zFqr$7d~ll)23PD(AfqgtkF)t!UKtpuYGqj2>S3U1kP&u^34@69Hddc<$-w5&W4eQt z4CZQ;<-=hlkeBYB`7A+(gyOx9yVl4cG`7qt$d5r{xbl)5-Y3`=(I4sU!=P9A^%fVL zCl`%J)P5Wfcf43rk^mWA<#_fOjFZ6P0EuOH1R2&}3_FdoU{Lwg@!`jv81R@f5A2Y{ zpqWQ?QBWM$!8P;RF`TE)ywzmu{?-dJ1Z$>w_c&sZ z>pbW5)E)x?-KY<0RTx;jW8J%k>lUL)=gK zx@Tie?qMM4`9mw;5`!2)Dx=T>gYv!HNMnHvC2F76{f}c{KNfkbZ3=^Ib?XZBE_kO`^Ob>sQvz%|HUKmopuPU%=_3T#(iWciX9M3sI*vE<#3XpHT?zC&AfHs%Gy4X_+M4s{Ar#eCbt*>zw zRrM5*axq)}dWHh;x}C1Z?5DsI$Af0eMhwcTcZb^u;y&>{&np{^LB^HOPh8|F;4OJd zv+^bdT*-%D+Z9sae*gdg|Nj(Mc|29$7nOvhRK}202xSOK$fk%2q57&whKxzZNQTTa z&pglbnBjTvKH*52o_QVQANn|)I#m{;(fef+7>znUbW58wN63P~aLEA*2_301{ z29mi8*Ge$RBfS^B8-M}CNx#VD!eB{JC;R+58K9MNfGLO!#t+)NeTv91ZG_5%?qHA> zE{AQh)#@Zs1(TvIXzVJ1p!r<^hPwLsiS(#F7=CCFgU2QoMf{c;|4A;WPV z*YvMWWZ+vTNUUAKKyF%vZ)OmKD;!Y$qaOp`_76_e>ln1$s%$vkgMk(pcN6_FQ1md3 zc2U3}|CeRrOb;2FhZL9&1(JcslKo}nISd%i$h0IjV_;KQ8uaud2HiVtw;s?_V27%l zXH7=|Cc=z=!ZZerPp>-kVHgnTt11niU?9G?E`UP_-~Z6zMVcB6L{2$G zPKg4b+R~OXa{MEY8l`{SygUGK6#=u}QblZPjcmrhM{Vrq7%KHEBFMW(XFi7A2`1E=P z2JQ2i>MBhblziO!@+<`dm*^{P@?se1#yvCmJ4c4E2gM0XDP$I`S>XbQs!Qheoo05`&$rk@n*Vsn^?vtL^b#Yu~D_KneuDGs^Z}+^?#o+W@4(GFvWRNOd3Opc+!P>d& zan+N!9_z0hV7Y?x1Xq8ZP^AEr)83W4M1e=nd}W6=F|fKSr^sD_=ZPhIpOZ5F?rqFM z=EnK25>+?u!XWM(PseLn3S=57Je`oC0Pk6|BD(Jg)brd(JGL zyp7i_f4U%H9|qDZV$a+%$dE^-wz%HFVAQDms`on#S`T_OB;mN!i$D0S9LMY7uI*&k zCe7jiuum}T*y4_tb z3UD6E-M^;iVUU#_v;HavgP;n!lfPx~bNkz450}W`o5k|+x)&KDmz2LJ9wLLfju2ras0XG2^-U#ts=q1#OSWO^|_0;T=8C zV=~w?#5p(^Lxz?gaimLfWcU(Y@V>&6427YVW8=84{)xL&;f<{tHq4C5+!pNGg~FsD|Ev!5cvo}n3iaX~T&Ri-WV|HjvMW?SvX z^}fYwWVd93>vrx*39~T*rlk~}y z1i3p8T|kx$YJc_TZQkJf^!v;_{zQhHZg-AYybcFjwrnZ0WZ>tAT@tvj3m9IyeEc*S zDw#4%TpLO7L`bT!SDXY4W+z6L&XB;f>s)T~Niw*3zZ94cCj%4v-0SU7GE{Mog*66}g7h#dPyf~k=<+OFqh zNOy|AV=hI8PmT%eev)LUQNk{7Fp(kU=;!dO86;S(9$d^lK!U=N?nt{YwNSWL*IaO~ z7Hk;?xJ_|fyGa~!EK?*%fogjf%p~vf;KO~&@PxdlfBxv31%~cjbg1L9=H1gZE z5Szi>W1?9L28C50vgm4ojds|Dqk#zFu0O9+hH62=ZkBhV5wg&69p#5&}Y-w;U1nlIh>HQ%>^6o`%f*lc#oM%tb{7?fHk6!z3O4opzy_`Uq z4G~H$V2eYc7QEZCNn-0nkTlxywfs(mwGZ>lgf1d{Og<7YZ$gCoLXm6_xQQ@h{AQpi zq6V(#u*RqEs(~G@Gf6WcHGusUt@6A>gq2I}GPVexKiaDpl0pPaeXm=&Nks6Xy3&5q zA;O0xQiASY9M|(J#W5Z=(5FqY_Fk<9HO;TX7D3f;Qe(gOnfe-VvPVi+!ib=LRhsU0 z2ocPpG_voO5Fxf|fq18g2=ejw%C-H7AhrL#x;qzs4&pBfg|Hg1LLW}~Y*&NQ#6wBd zLqzD#@VWhHcP(gHsf1RYtOfG8!wQ$I>&LtwK7F-;I_vZQ6La340x(uEN(i?>( zHgw~MgeUg?0>o?A3QLRbvHksw}MO;5Jl9?wh{Yfx?uR^Ta ziv(&OteN}wli*O1h~p3)3B)Iat}K|7z`2Nbt>X&`ZkQW8rrTifdf=Wc7hb>TG$!Ir z@jfEBz~JIz+{f>|wVLc)#(lzzk(;W8`}W?V;!xZ#r?>BBZAf7tbe?YGnH>d;7J@Vn zDb<1fua=J|-Rpqb5F+t@vJM>jIM_|s>%gaZG^g=X9lR;P1m*2sLB$Qhx*BR7j0E2q zKiE(QnVa!rid%JX&*Kvhr*b{~Bu_pT{$3BCvqd5NH{X*&;akRc?|BcY=Gvp z^|CtI2FU2${7VsQfVclNSCa%AK)krPjbXDMWX;76xGOb4ZTlTJruar!)j9HN_9g=E z=0xENR|KKeEH@n9ATS;AKWlOwfsVouC(TeJD7!u$UoUBdzg#aVTRx3I3BPkwQK}L4 zSurW>s&4?&lNP6YMm6n0F;5wv=veH^0*h}|kfae__oUGoq7bAcuZ^g7r%_Y1+5 z3TYbNLImQ+oW9vgAi!jsUf!ig&>Y3KqnM50ly~#a3%(|}ylFUe^K29Jtj=mYkZgi> zf}rFhi6)q%Zv^1;^NIUf78=3$Fp0*+p%Kor zD2c5PHGoE~TlUE(jj*UC>U3tZW;gCF1eR_cjf{p7KY0^-=?TrTJR=pr;<*EGpd5mZ^uh^rNRVQ(wWeVNTwGd?>a8xpo2uJPeV=O{zK;yMkROd}1tP3{I`;X$j6g;Y6w?+iLyR@E{eThK( zVZ}$btOlx2F4!{_*8um_RpZZN)u0@fU}wTy4Pz?q&Sl4|fHXef=%Y{x+MZTH?TeLA z@MvLgAzd|u4saWvy-*GOxr2O@2dg1-(cyu~%PM&4eK|gDqY@~qZrseiFQK`Y<_1%B zIh6MdKk!&7gV?|y6-;X-kYV9IC|_FwyA6Mpgjbb=r@w!kn)FMU{CZ(zVzUC;{u7ON z^{;^HNQ3ap!{tBX!bBNib5Kfg`+3(6z08$nwQ_O?&V8!In z)lK$7aDGSmC~&M8ZkczA%ls>X))Tv?+y;w)6mah5&(lTlAzO~PySo6uT>jKZxY!GmZrAd~}0$!E9+V3>8;A`uFS&r3g;EO8jQIg7m+SL+y_P^P{ zpyzPZ@?SQvFWhL{6_O3vlVUA0Sy>=QoD$P|k_jR-_wxBO)4|s?y`Ml#gU>l9LTr{Y z;N|-hUbJ^IfnZN54$;kov3FbjXzf?P1K_$spwP`?ch)WVlH`BQ9u@2BgkV&nWeDps)F{WGk2f7ueNHs^!wbef)lA zPh%RaxvL&6G){$w9__a@T~fe?VP1k(HVK0MdIzc5B*1}5IqwYBL=Yi{{kou^0^jJz zPV8`|ftO=6z5l^9=seHea&m7PY=!DzVMkLzw&+h|ic|{hNsgFXSxISb+JSZ=0|BB#? z2jBbqS6YJN!T88?HwTt@aAf)Cp+JfSo7>ED{5>&Hlak68^E4Vbm+wYyA0t3k%$nE} zatsJ$+5NG0h=b2DERK`baUdF>k*I4L2aG(Pk9wZPLWKhFt^BHJ*fdZaxhx+I!F1A= z0c}wr+AL&~J{}24oo|KSoQ#HA#icM6+ZZ_UXDp-nVGL;7WM~gvjD=bE?>G0f#(>#b ze}a@$N=Jgsew{DA%F&RO zRKW3_D+UfQZm+j~j{(+2A~F;FBHGX8Q`3}h@;Zci5zpup2zQ%Q;dd}VLi)e<6M zdS>uQVqpYquGX%YOhkjt`jrvxxL8m%*I&L99t&Ilnyoo4;-HT$^|751er~@tGuruB zxZ^U%V9Xl>o56ejS-d3x)y!2_yeyrXuEEbG+m7NK! zj0G2G{y4&)IM5Qjc=>vEEEF6$V7E^s7Cv`dc7A;j4a*CKkM1)PfK7<4tk^#swCj!U zTi%KQ?W@z*vs9vivHA!l@lOmiR&~9qdKe2I?XQN3+>ZsJER12-rxRFT-`i3aY2 z*RX>jQE*@-edFL%I2`Ef)w5;^gL_1K7C-Y~=rNjPEz^vGd8IGS-;JVyqx<~$h4;dEQf36u(sy-eaD;-uXvKy( zArNd725oBh`+?yPJq<~l7f{lTDW_Tl!mSJE4rld+fHa7kI%ur4|jgt~Pe zm@Nds-v=Lv`dfi;IAbYH!^IB{&(WlR?tKAydhOCK+3s*9im<2I#uqLP%11j_1VZ(x zz4r2%fe`NFU%+A)gzM#k-OP(Xun3fL-ii$XwlS0L2^L>y*Pbp*AMpZPpFtY?30L4^ zT;!`u@q*@S|6=GP{Xo`V@BG|_0C+fQrT$Vh0PG7zmLBm0K;_8o z;qb)PnQUiH0M+k2z7bK;;Jl~ESld1vy7U^)r-}rC^A4Z2?x`0bEPUpz=x%>drL&{^ z#O(((O#VWj*8T%$Wm?|(#4yCSY$5C59gAk(E1ajZdxrXaLc7IxKLz1ujw(_PzQAVj zm+&pt2imO%@03S`0Y8iNE>)c<5V&cy>1+@IpNrUiI=w?6t@&(E9GwqHKC?>a^>GKe z-0{>tr{|Doz>LHag1|j1VyQqn1`MBJiX6D_Jl9iTex#fLUsczyt3?xlS+u^uGCCN< zbJ}L-{=5LC_f4%mWFJ_S+}I860WifuZ(&*+3N=N^ehbP3Xg7Jf8FD-s#? z|1STg#!3RTU12>ubuSLs86tE`&cs8<3We{0f9lU&?DIlY6Bnk{&y@6=mPKDc`Tj|i#=YIw5?gd^eA|RT%8Rb)7#gs zVL71f#VeeYnGJF`UerFbNP}A+^A!&br@}pja2470bZCry%)LJ;4diTf{tX>VgXP8N zsdtM~@jf{`(!)3%2JG41J-v_tJ(6o*+@`Xi$sjaJ{YN&mE3Op^jAp@ToQ->AdKSnk zTexL2WCD{(;pg^}6i}XJ*Lm8J04Ep|Iroew1JX&O?L{fTo^`Jh_9a8-Z|<|)Ze?sH!KF4%ONEp1 zFvW1!-8VD>8hKh6HG2bLB6?P%+$<7a=N8I5+d}}g-8;AF#&Evox!iuqM*>YStL*vd zD44qaPr#fv60(m9x20+lAor2V6Q-B3z)!W-u_=rNcYV_YNBtPE4CLAM2)}Ra1$XZ2 zctpVloD~&pi-0{76MH)yqd_%nR!uo53Y13-9Lk=D0#Qqy_tfzqFmyXEmbc^!!56Em zzFK;MB7<{zRk0rgtI{^7tGoc2CoYq&L|@<+mC}3j%n#l|fPQEb&hsf3JNrGM@K}MP zw)AW?sJEV3k&cXpox%G&`is#Z8u-Y-e47AeuJcs6!vq-YV3i=?=NlE&>Yh!FhD+7@ z<}7&xSe{P(JgF81;_JC4w`n8ckN$4Zc|rjH7GbBAi}A2@^|CL0dNQ0IJaRR2IR*4; zUUJ8Dy(0W>}h`KKeB#3k5=jXD( zot8hZ^+P7Km}$!}4rBriA!N?iF&iF{1n$rjWJ9c{gV$cmY)B2fI=q~c4P6%>=G7Tw z!{c&2-v8{gAV#`n8VkbvGzovMduMXMAPf$1B<8@BivQ`ayK14TQIv^S45?A*`F)kinV_b4T|#gqUSPWAft8vCG*Y5;QRG-JJv5 zue9iFH*?^7xR&bCs9ex!;x95T%!Pdt4WIlW7iRP}Hx9+*fbW)dY7Bc01hIK;(1hke zkdV$aX*M5109HV$znqIT5B3&7VA_nRop1;8ON-jIa;ODqY{AoIu~=~HXFBKhIUOeS zUsav`(}^aMKQCVt=tkmQMafLsRP@^DbnKU_y-2wtF8hpE2TGUA@?Es(L#gIVH(lzx z(2wIUq!05^ky88RnC;OvWNcmCfBkVEN(d@@ZNSx!q>fN^PK&jnJma~6liodu?QL_; z@M;H2D_v#Vmq11KmBRr<@hhazJqC!s%t z*4%Tb3)Ow;lMa3`fO<_so+=LZBR}@cn`R6Bh^^l8yUNvmM4j6t{w zgNoRHJ^Hm~{TpG`1uDxnjEtVmlJq$Mv7eaVnY_ z>3!E@*nv29ZfY^>b)XUTry`uYsOa*6eP)^ER5W$5w_!rE1C2iCwV|}Nqp{1~#~<8p zM_x5>3K7~+*Dt3cfj{j?%+cy)sdXFj=)9_sNNq<8)Fc_%V>qr^3M1923km%FNG+=F zLWHtCdZNmmD5#!!&jT+ix_CjZK&r=q@} z0t&VdI+4_xd7s{`P9)A`ZPk(0iJCo9F0Tr7ASXKc8{F+>H#pdc+qx zyO4Y9mt585Zlq*!VpUAH7d4uOrS4|vLxPmFfT^fnRLwAa&D5a>(M0+s$AtHwac1Lu zmh~RgQPb6bhoKjB6-kE{a`mF3`z7ZSB6^U5e6kPOA0MB4IBikdhu*)Sd9{DC4_Wbe zHs`eTA@kj{UeEsaAz{vuhbiCsP?eLl_W9I4#L!=6B0bTEX6@_hMF#p1C+j8Ocho+l zNNXWCzR-u3O8rki6z)e&7LWNA)%wvEql{a!sQ=T^&_4_We&sAek40W=W3eYkKV`i(0FF{BQEu91HSrxl*{jV|1PN?$w}@u z&#LT4MLf^=4OjY6`*{Nv;+KBJQs?7(=wmX zBc(kFk59{DO6%G;fHn%*-%8OBAfrQ_!AW?$avkjxKBWQVuM>31^#AedE#dQ01IS~K z#)5{}02=xEM*E+}09qAE@49z+01;`GtZOa~plyxN-E?vT=z?WJh11Oebh=x?%s*-X z)g5-4FIOKxS$Wk2bH4#pvLVZqmOg;0ov`Og2?Hqbgg~j;%K=2V=js_!Fn|^X=A}MP z4WN5l8e8?N1E>h&bMRFeL^i#XAQupp43jK3!lO=r+xvQ+@Sb7a2sVOCI zWzrzJcJ|ZwO7S4-=T!QyY;_PN2{O1c4i6&RC;Dqf%Y$hBY!g@b)*!k)W%-vJF@*dZ zvJMvO3?XGz@A6yBLnu|7(`RmT5D8jHUU0zUXmguHO@9uehmDsq?Y<78_BO2>{bEB% z>0qwzU)mwG8Es{C?B)=9`@{im-yTA({JcE(m4=X>ME)O}fFX3LOxCFVF}|+-88xlL zLr7fBW4G%3AZoQSVBP5-L}r%sY`ZRlLfkNtBOa9DBo3oXQnKH| zDu&U|9Kp$LKRiCVP@?S0FtR*zahY%LFglPyZof`9j6(9;#FGVwkzMe6zH5Jn(5V53 zlI^p@=;JMio4Jzs`hEwvwE2e7-{JH2zxjvJQmUrF6mbY$OcvY+uLqG`p^#tPr9l*P z>57DG_aKsNy?ZD7{tyaY6HbjN9zq6Jq5EY3^me0(Xg_$wtnHk#*vP2>!k|Oncet+H9 zbMJZ1JS$+acm}4i1cr+)IH5YFf9)I z#4CuPlCiUWuvZ9y3&(cvOCc8h=Nz1^EP{fKi%i=mA>3xj1~N|wvEsG$k1yMVP)$FO z@3v0}yOoD*jNb_nwPvYu#4!<$&**njRIJCDnZ3D0iU_@TfSJ{#zcUVxo>|!R8v-`KW)GK*W7zum6$=oN{;@5LiJ#<4CicoDFHWXJh;34FnkGf(Of% z5Wu0k--_-N@KD%hV&2C`jZL-GvU3Dv!r$(WJxSnBBj2o#$H&}1-P?t!;(yRIS!M>~=eUFb06|c8u*?h2FR#!gF;{$DFeWUJt zSen=b21fGHbo`%=%UnJx-{)3(yYRvFOSH{&;v@Q3)%+_Cd~96uA@1(}I(!wDoK73z z!7GfDf3uSZjSog5^9AI3|LDKV3U$~v^1e9Ku?~f_gXVtywK!bo{Jh$^79Z-&-&o$^ zVcG%fl2{iW=H%Q@FG#M%yM)O2=~=Z9M(7+&ZsWqwuV>9;4K6OTos>Rp=AgRk?%=C^ zwOED9;>)gKy= ztwG7`v-(UY4iY6-yHx+Oq2#sW<2O1Rs=6a?#u;pcbQ_;GxmAOnm3{joc5q<9k~f{j z;~@6bvii$xF2+KCdQCpdLEZhdPoHCIL4SF+NqrR?o$W?_#dS3Z-*WtO=5aP;?ROjv ze#62^C-bLXqct!#F)(|i$bqKYnHvYPx!6Z-IX(La2eJcyUYT#>;!Wp`;2B~z45rma zY*6K(cWUW}rN3)%AXYfzWELBLoC?o`8E~*hM=mrYtp*kHkJgA9YS8fOQ%dnz4SWLq zVhj}7kfUlM)J8NJu|4LHYwi+;AUEQknuo^iT z$0~DEs}Y|u#roLF8i>bA?=8Pv4c4B4M7Oim(D)wt#O+u$G;Iz$EcLI3$&Rw{E}v?o zT#HZ+aI41n!6^YHj@8()T_O7Y2PXKrJM5d6RwLo4eScmJ6Df^19>3J8Mqv8P$4N@n z$TgsAo|dUb(cCBD-oIEd|MmBS)c^}2-+VUdb+V9jH>Ovnkp+37NUxW}g2TdDrL`0m zR@~<2m6Wg$VIClUn8(6i*)oy2ES-5S#@9gnN7PRK&4jv3) zAwIsfdVdfLAB&5ee0^C+2ul6F-JJ#Ynv+*IJF)QM+u(?U6$?Wdx?5M9v2f=#gJ$uVUkZ@^B=5r>Vi1#kMmBmCu_s*otsia+1+KjLp zOjs(5?jDL_Vx?XBqTQ#M*qZpTeCr`5qTTvk9Q~NsY|O1+<-vqTTGb9?XC~;A+(f!I zObo0m-k`dSi5s2eZ)A;_$PJCv9h*(gclll!n8}3ps)(L;StgRMDmjV98ECtrki!~e zU`qPRsb$>^@VfsCdMRe$?F}_{RviP)$qq|W=nQ;oevx>slmV|w%hB^M8SuLe-(!y% z$WoPK>`P;yd`GLXXFLN1whAfEml#;2c3{FPjDh2&G=I}03{+oM;OXyW;Fi4c3Jp&N zwpnZ6mv>>{oV0MtUt0#8@9jAH-GTvw>90f|7c$^>Bzed& zkn?K%c+mtM_P2%_pAON%FzvUw`-u)sug_28TIlfE_)Rg2prcjpZ%7D}jxE<`Ndn5~ zpvf+`_bH^~z?z-UHb14KI_IkL+H^WHC?#PQH|aQ}{;AFI3LQ4bwbtvLr9(mD@3WKslvu9k=u1MtI%@gR=G-I6<+|Gu9z zd{imoZ11OG`JR)@oZD#_QvIH8RZqkFvx?HDY#Qb&J_^zY4G#^Icq>7P6#*Fwu1OwH@s6*4l6RXN=Ph=k#!}I|BU-sQl8QZc-IDAODn4Hj zm)#Ab!gTL#R-7*t8Wio|5+mC{&{l_*bdQh-5;p=&MXA0aHmv0%`P@wni zyjkQj3ab5nkDD%}z~Cf3+*g-^^_g-sX>|%zBkIGu6)Dinv=GI~P!O3q-1B1y=+4g` zwQMDOLqS*RBo;7gRkq?x0Z?B4B=XfYAjx7^@gXY;O0_){9=@i+V@BJP%=1({T%US7 z#EORYikrh-miT`i%RB5_2~D17OVOty9M|vS-4D-$;^bKQg1C2h-m3IY`XP{9bTV-I z13IE691pu+qeJP|k}$%6j$=Ew`y1S?f{(?x_S<a9fjbzWW^d0v+Bmg7Se72Taf|8>5lg6fvvG)CTo4FzEls*`9Kp0zNg z*Mo+R#0^JB9BBA_uSada84b$6cl$o=An)@}-dHNB1Li^Rc4U(Ge~w{Yyd8P(=_wl9 z_PSJ|?dd9$1Eg*VMt*wzA@wS9L))r8BRYajJrwmxo%_$fcWmw+I_6IcST{bELFU8b z^^u=+T=Xe9;?_+^-1B7*ZkjSMd#m)M3S9=IBK|IPJj8%~U3t$6B_?{Wue6ePV&Lk{ zC)VYk8Tf5UxNVAM!Y;couPu}bX&ai74q12o_eZHYlJzz%m*2hpfl6 zw96N~S*ZHFff2ff1>*+~HNUf1pnG<|EE{LxS4hGK$A)UiSN-FW>Md?6*X{s z&VS*kS_7w^gQ?<_8hl=8oVJfygDbrn^H*fo;Ct)w0&ZgsM0)eK-SlQ7PiE;;x+NQ& zx+5v7Wo(!p>TB4W$wrWCR{VfA2dRgfTG@9v7)*Ohvm*OK5AHK7>9t&3+`DyJNiY|S z<<)jmCUc=`@jNcyoC{@1$osANT>NdPDa>!;V!TL0n=-i;io2f|emqx;eI23meR67% zYuI6{u2DB4sKUo{NA&Mj}!Zr()U{M z5gTHhaC-^a_xE)i?K9wG|KC$nUG4eEUHR{DsxKdE%6AuNd-2gKzdeSL%qP!ny5Wv^ zKA0-}bmv??G8dTs8p-10*j(3n9p!xdC6r0Pvz z3hj1c*fs(xGnK#YjVIukkaC?CLxBBeAA9a40+X7*$|_|N$o$Ee*HA*>`}(H*np*@$ z>=8@wgMeD&Q1cn-UQCl7mSikz4L*ZQlYCo!{MhXZ#;``3{$R$9Wr^UJU5YQC; zoBW~}1luufGuZRk~)K?k582p*2&8*#Zdm zo6a-Q5a79^Q)=W)0d{QqCA3&5fQHcx6+e9eF0HZjIsTsjN|E^oDlG&UKc}dkVIqLX zeUJAg`vkaBprC)`tN>iWLdv`l0q*>HW&dB50CVGIr*@PJV5I$2qu`Bz%wyl-=t2P$ zTI_I*&I9u-h>`jmZ~4<$e0j8M;Dr>P*rrvJm2ZhWhG_CPJvE zd<|t83c+#GQrDj=1hdLfdSI&%6#*}wBn1d@aNQl4Pybbo3K7EKXthqpBOwkS zeKA9o5Mr0n?(=yuqdMlArgo!2jxWYi8^}yP`40$_9>kcVZ_4rNBR>H&TwDWaWK; zj>C-a`SqAS?yTwAQ;&ORG#JK>_4uGQ>&XV?22AUe))h-N;7?enm&(=#?7Qv0-0xun zl=3W6w>)cryS@8Vc2NV;AALSLrN04jLvM8Vj5HwWPR-dq^+xEg*7h`QZNRDsq1sjB zMl?7qN=ndcggC5ACuwaXu1=YepOw%EDG!ChC4-H)2fa5+S&eu-&-`+9eIu5vW2F9) zYl6|UBO1=iP1v3>R#!#cM zxCxyV49|j(O)%&x)?uhMRix& zwN8v#tFtZ`ip40C-JQrC6=R@v{O6do1o^iV(=C=splk0NI^-rn@$69RqF@PRLKl6~ z3nIt!8)ZuNO0eX6+@q2U64-qE*?IA-1XFicGxvu`kYGm5KlNAwZ~w^D;{_6A#%RmA z)=IGPTv@+MvjiuO=&9ZiO3=Par)2wg3FgbrSg>nC0;i6Ilo>q|tYv)f*B_E#N^WYo z>0b%nNuSXfC+CwV=ZF=CB`DhJv*G-J1VKOJ2b2_AK%KX;PfDW&%g%VNJ2|rj!O^WB zy2$xv%Z!`bWm^!mLg;O+(t?R{aniY^EofTRxO48*7W}5!Zo56H1?>~5-g19PzXcOt zHfWJ{^jR6hgA$CDds`mrm!P?IsH?qO0^fQMk>^~+*@L&$%5g04MQZGNom&+39X_h2~ zMoQpeTYB~H83|UsyT0N&nXm2$r0M>jIq)dF>VH1SZKM3;hPk@?(Ix5u3-83 zS>(Nt=iHYLlNaN3%7v@yUCmIVzU;{_YsQLolz{km&G;^BqaORX8Q(6wQyqHP47a>v z_ut=dMuJ9N*T#TmOj5OZF~z?bPfgk*E3}*OoKVufL5}eYvTS$BkHRyT5kP~NNN+-JS$X{xzPl_i^ooE4Q#^i<}22>!<(Selk<7lu?bs?vhz)rH^I~C zwD*a=Mzrp^R_y!ZqCA00+LKq4;M# z%6uKaN#)gJVZnqv`$RnqpBC1gK3fl!awm44T|MYllRpr%>#_50OxQ2|dWg25b@M+F zCi^^IDwtA_tA5_GDnCVN@%}Jg)-A&4x&FN&xgs2U88D5o5+VGB>-;JevW}SMUa}_Z zmGlDZ`^o==P|-cZi~1~t<_~`<9yu;{`yN;>C4%Q4i zMgPg2(|txjZxnBIlgWN5ddj}^mjsfOV}sK+5x76C^=iB;0T&-N-hMX%*H3;uu-2VG z=LyAy&>r6hB zJBBH%jQOy?wdtjJF&{barF!g?`FLY^b4RHWAM`nkj2H@hSk$rtgIel9?^JtssJ;%b zf66Bm*4Ck=zA{&LK^+z?*jepg$b(n^t=Cg?cvxWbl&VK^!v@xC#ofs~Xf8;UQrX7C z)2{yPUwu3XHtZbkZs*~A*Dmcr3my(rFZvzZ%foR=gt5#H9!yT(p>FCV`9ylE?uzw1 z*j-tBXbDjZGfVa3QS)nYl(yyNnrWlWdpbMS`Va>ShUSN8ITlU6YY_v>x<3rM@vv;M)Q zCLG8-juJm0?Uo)X@Q>Ey;Hg>K@XmW|wCq3R;VR96|JnoV%}3ernUvtTZYKxT(LatE zxp6S^b@Q6(jvO4kWNkT2`a5?oV7e~3?_e_h3Z3*P)mvyVyoH0WuT{o&nXplvw?PuL zlZ^}y*JIDgeRZW~+UZ8HAv@>%7PAgEMjJ1E+cBL3u1(B#D{|jYv62}}NIMNLr9;Z3 zzvi&AudZjK!70(`Kr$P?TT}PjUSmVM$(3F*Grg2YDBDy_5QNn3-lfth%8N2i)&89a5-6q2IgVJ^y&%PQ3fzG|WTMx?9Bz zjXIRvvW|=8)}j5%=8zqfIy}uQet&;1AARO04yWso`tsau){|L$TxD%y1RC;jj^k(5 zG>wlaqhrxI^)C*Alsn|^kB*Mw3QD>?BqkLR6Wl9 z2p?e?$twnu`IsXo;I=;ILq$#Ip$^3z!7TPHl{%&l2F@=m8rF$=_T#gIb}J0M$8@@{BzN zXwZB9_`(4J`UZugwJ`z&@^j}i*9vgNt0URSjjR*$Aserg9B5Qt)#gL;U6y^#CgUyv zcAiT67Hk%x(Xh+7XT1;}){7-7K|=g>@w1F66ykpX009606jygVmhTr% zgv?S_8cNAXQDmf!3JnsKQBtH5l~KN=BqP~dw#ZEO-j4URUhDPFLQ2YNs7RvF@A>_8 zf1Y!n=UnGp=Q_`QKPIQui@5Tb`2GE_92$j*^+Bv&FMO@i~tNbIF&DH~)Ki{Q5&Sy1#U6qq(#3oQK}V8@X(pl~JsG^_-2Tz6*cX zPhq29LvH+q7i`?NGyh;u1{*a_C7!WqX5;oYB{^mt8;9riW$IND@ogl3KMiGL)%v-^ z`~hsFy*(x5OW?ngXDlx~VBBOsiO4(x~n z_xuPR()160C-NGyv+O)<%0@~?Vp`Q{Hl9za@KHF)#v@;^ts~j7@ui$@@4hQ+{5G-X zcn-mfW<}^r38Mb~T&9A6EgShgH&uBNycBWj`c4yeJIR9yA9dKcxY%;J-;j;b-&%?d zkFoKdZgCZf;NRu4j*q%F8|MzstSKV+7h+gh?NA~3E><*8Rb=DU)Ktz;bvB9=k8nju z6Z|e7jp3Cd>MRwF@D*iaNtzYs64B=hdC&Ft_}J*boU&?`=yU1m!v|gdu~1KG_lX~b zZiZf{y>}sW!*g@hyE#HPYHOqSd4FP|zcZslXq1IBtJm(`*2_W_1NMi84i?&6+H=K< z%))Jdd;L~6vT#hfNc&|q3r`1Skxa^1cp=O#m_g{f{`$H==f^DEz+}2`KVqR<<+kD& z4;BhvW4pOsVd1#fp1bjmEL1!)BfHj~g{^ts@d36hOxOLvy=cY4H63*(P8KXQi#c<3 zl^e1Dy1@F}DHa}79Y}9K#=>S*&m$MFu~2Z-C60QTg@GMMYB#B~&_qaPsr(!Z_lC>c z?>x=IovRad@5!=ItkhX*tu8TldfJ+ShgkS)*z>vXNfxH)K*&R4j-xn#g)J%(bq7HW)D2i5Wr--AbT zvvR{s{Pkv(-aNoW+3Fh}msw2gNOfMp)5k{muf>v&TxO!&7JbWW$CdEU4G12X(Lv*(W6MI$Db~P?B@Vk!AS)ScY{MP#GKROo^_hcM8X!ehRZjOrS37eSs zSza|qT!M+>TjmAW-xw%WN|F{AWa2LNN2eqnCf;fGlDB@xK!chkqp$r8Tp#Mc8h$e{ zR!ZfA2$g|h94j`}Rxyx!MUvZ@QU+d6tl|8U&p_4<#yy`L1}?oD3>S}J;L9|htej*9 zdaYW>)p$(cyf_|}cY%RD0*5QjLKs-CA+Pi{o`G}~GXZ~Z2J(062g*KR;0=W*vkY4X zQr@0CXQ#!$wa5MlY*S<4AxB|R@+JmyRo;9aAi=<&uBV)g*D-Lb`DQ0=X$DSvJZ14p zF;JvbLl+n?B`-z3i zg>+nTYrg1DE*&r5Igr5LK}XFlakf+{9m^yWy3hL4aacLbI;V<`*-NEb=kL>TM`M%B zYgaldh~Mx2b&-yHi%sr2nbXlTWv$0kH#!!zgw!`&qGQPdo4PWRjw+>BzARm%TjER_{G8$er5X@Pk({O0h-=R}=H01v8 zqG;Je8uD*XGu}nKS8?uR$=Dqlnrv`4ox4E8;+2tSxo*(VWt3Zv&zOdKa+e4aH`sKD+(t zLnD>@*@yUOm_?~K@*eHOlCX}{;N?CPx0hOo`q_tH3%g|%BxzVV?7l6brVsV~X9SWM zeV8+SgBsJ(hbf-}Hv7l-;YrryE!WUKEDaCYtb4H!wLky9Z;;%FRYnh%*6H`*1CQQ4 zlKy?DN1IYUq=M7#krzeSpDAHL}}QMjK$#1k3|Es*O&p4vC{xkvi2!gq2y zOQa7SF1hS3-PMOhJk}puw)UZjOvn9X>pmR2{P%8yX&)-j3{Gtxq9UvN`prXgRGi!T zJznKG6$|V8XVv1UC}8pTno`{n>Uxlh!3XwF>}{taw`T^gSUnZ>Me|;1U#DVz;Aw%lPAcBw zudwxKqGHE==hlnmRIFjRMUV7QF)2MXMJAQ7uixvM`HzZ?(sq@h`BaQ?o1Ae@r((KC z=e|D%R1}P}uzsgQ#cfgl>^423;#*s_LmaMDw6C{n8ZMzI!9+76*HL&s)f&}I5;t392G-F`5iHdQdgYjirI?WI`qq^XeUY)lgp)|`+d1|-V`eCbys{gN#ISiao9Nqk>!>89go@|h92IXT@Z*={SYGZ#A7~uS9=E8N z;`5(QCb7}mMRv25y{K(7aO_)eFG}w_xM?!2 z7hmU(?*9_oi($MSOY=d!cqo%+Q1nqRt{k?k)OYR0_cyyOBJF$efw~i;SfUqm8&W=~ z3iYB~qRFRz&R*1-I{Pzmp$A_-P33p}-h-anT~A2QdT`36WNkxi4_;ExzSS7qgK}Hto#JbV;^<%#1%r5+* zqpD*@?!v!W#jWj$UC2qbKZRUfSS!4I*=uJPp7>&`9ud=tQ9pdH>c1t{H&VAmoH}v7 z%h1etMJJNO=$zN8C>UXUx?=M!3L0gIPdXi=pw{i9rRk0ojJo$agmRLCQsW~lGEY%Z z&$MxjoN7~T)>LZ)d_pO*Scr5LVc`M2uD|EfK zr4~rD-A{&upV|u+I4hcQX?FT%S9deMeQ}txsj?Xt9PLjQA8khNh>j6s%Vzu< zmu@XYMeS)q%s~xDk$SY3Uije@S&NWt+odg7 zhdw{v?@q9)MK!_V3ysA!NS~47Y~-s$F8w&W%AGY>{_M^jSD|Y3K44V$EVUZfMC~@? z@vK7qg57%ylB)1P&ft9QU?uWh`#chCQ-vuPucx4U6>5rT59<|FV$K-noA|*BjB$U& zqZCn&f3L0`w~8yr8_5rE`wLc}`yaKX|BA}ccfjLj_KPy?zCM*@Bv*zee&?2XrOI%r zpVz-kvJ^i#?OzOcF2k<5zuU)Vi_yq7Z=*qH5ehq`C`;&+pg>V;wx>}Miq)8p)47XK z`MFw(Ky@JwJx;$GcR3&59gpBT^5-S~DW0{z;`;(On5qcz^5Vo`VTLqc29b<=`(j(VAS@95hle6m7K6#JoqIxtCfqaOFy}!{CoJykDlQ zlArzzH&?lCH1kQr!PnACgKJXIV@1B!S%FmKujM<-@i`fl%+rLMhm!Dk^4(sM{CFHa z9-~><7Kd}Ll!n9CqwwX^ZP$Z_qVY-GOP2D7V9Yt1q{$-}gnaxJ1sSXd81ks%Mmf_R z!*{1%m^=Qc?tO^!HkAXvOU!XTVm3^V>pJo-)s7#$?EqP2<)<<_ zTwr#1<#4c^8@$`|-gsQz7h3Bc9CQ2r5WJ0ByjO>LgX#~bIVRHwc=wL-UpVyuvg-5o zg_&WX>J$9=9@7tY9n-DQ&y0l^=MG0M2gSqWwtcS*B%i{)mnSp!dp?E8E5|IRSI2=i zXQtAwh(w6w9cohuN&;=UIs2ZPWY7^^IpRE%1{$ZtvrfN!24+!G+kfpzhbQZ2IM;7@ z4p+Bw9~yj|35*k2e1{)rL11s6;Xi>an3>RWH4@B*_m_BUZ-ixmL;NqA1V=8Md2ica z@FN#2GG3kU?tcN{+jk^o>E=U2N2V-2AQ$x6JM>1l3t_xm=~?!L0w~CO7i(Xc560>f z%ctHHL+c7TjW@={Fh5u0zgM#a9Oiedv2!Z}=XAMD;}c~-JsK7fbGj6I;{NnGsBltk79XgD zKNglblipQu)gdrK$e;?E%n)Y=vnF{r=pTpgHn{YialvIWH9IOGMr;EvtyX&E3=1^C6 zWj!dbC!1xb*Mp9?J+0WI0oJ_zF>yn`3Hp=#NAK=wg22|c5(BX&@D-l^%=fJcnhgad za(kLUCt;`G&#WeRpHV%s<`#lAf5w1?Dgvvhcy`={1PP08j|LVrLE+n_q8mF&VBD0j zNBdthc-?d1p$(8A?MsHk(fwp-dEJ`6CV~VL<|oP{Qh6I~N%Co75$sp57 zO5|>70hi}XHZh7V5GMIzjogbCklMPs!ac18o(n074kr+Hp5s3p`CGtbt7_urh!z;$ zVNK@^X@OJwBxOizTA{e#y_d7B4QxI=DpDwJgRnIzF;-jJK<3%X`!&%Ogb336p7-tK@gqs&FBQ9Dee(i;<8J7CkcEg>7zDbT0rc=v?1lmgbjqt%oi3q(6HUV{xRL^#=?4z|tEWI|-_1LA zpVgviRVx>TyP!Mv$eEE1T|kOlPMg}%1%1c)%CuH?LPRpJ zx{P)g#0c24;8+)Y;x$%{l<5Td#yJrWt1eJn@w4>ljV`FaxI(w=ZWowTn2WA7?u6vb z8@d}UJE1X_H+MO<3kLZ5r;fOE!gE=UN+Zusu=>zdu%oIA4jX)K+ehjG{`CIfV?AA9 zuzl@e>(^bd&d03g!G|t5_}l(dcT*>vU!fK-+1UxDV=6mWu{%NOdUWC@gHHIu7~jjk zp&PQdbMCO3>x8~fd2mv>8>}wGC^;YKhO{!Bi*)fWIA-0i!WrHPwSpEQhZ8%Yv;Tl@ zKvpNL8q>{Y6?a16sEEq0`c7CV-mV*O*##cXn(k{D1n!fXO@(g>T)olb&YwDA#B{s3 z)h_}!fOPlw?M@ij`+c&;oC2qhk8rKHN`Xh01@kPNDKIVl`m|aa;pZkXSD#PR%e^6S z`Y8qeDm-UY68%%tyx1IBOo7|Af$ok<6tL`1cP}sK0F&Dsf_}9fkSY9eH?(&^XK5MF z7e)tkOFrHlKHLFeD?f;+eC>eeb*sM*&UZjZ^8BFRw|3yE;SJUQ+YW`*3rCZ@+Tm|T zUXWi%J7j;!%~`#z0|qSK`R?7*0p&;c`g>@1z@zY!J_gP0@JV|j(NwP;`YzP2Hayb~ zj>_9DEzh)puT_k>&!sjPpS#DY@6ZO3GlIe`{}H;m9 z9c(}I2kzh821m8VCC%mA;MX2w0XNk)a8u|x5({lGp;jWizOM~*G_UCG9c%;lyYW&c zV{PzIY}!=#RvS*1%=As%kDC*AbLtDOtP{S#$_T4yr^UdU@iZ6_>K&j8%yJ5r^wJNdPO+?4;iLy zAAB4RAw&HSlIg5S3;0m4TsxRahVKTy9Yc!9kQnXuhg3_3!D5u z_b}aX=nWYx8EFb|iwwacug0UM$#8urQ!K%k3{&btT9hy{*glop-kM7S-d5kozsg7; zyl)^)wuuDxkHt*G>d0Vr^uV297727u2@OdZw7_e-sm9sQB=ENF%e_27hKK*&*Xjk6 zz{X#Hoy8UskQVAV;?qfB`t2S)RgDBMU)z$uD3L*;dq*s zLTxzuk9{Qk6K>wV`i%tBd^ATpKN5`f>k2#$C&7a#I9w-82JK56KVEGh18vbic(9lR zbj{G9g*p;wyy}_U*iHiG3&E`8bP^1iWcB+Dk>KQ_n5oZlGb|1J?BDy71d|`iTI4gD zffT(V){u`3d)ftUmqp1iT3PSyq(K7rc0u27v}WKha=iF-s2N%>+-1}LYX${M!N38Z zX3#t)3}Ko)#s6RN=2mPv^K*on!ZZX z8-y2)&HIK2o1t7`I8KqP8JgaG@eKk5hKBmNfW>BzbxCoZ-q8#en$o8<*O5TL@8D0m zb~C&vX{kspMQC-XU5xnB1ajedmk)3v+%u?4dOnX3_`$OF_QOVyxI|g^$^b!w`LK+3 z6=CBmhrd={2wWzaK~V_^aasvQeoKuY5)kgelxTvPsfV||SvG>%A8uzC;yew^$ScJ0 zdMI+R;OgdR0IF*4QNa`SusnD|FkHQX&~uS|`Enzq=kM??OsWTC`p291f*XL5Y_a@= zgYXN9n2On456!YlwGt_{z~G)=t@Wh_$|RUn*#k8oaUm`A?6z9a=foq5e08vfSHz}W zrVbn;lz(YD)q=6EvQ2b-4QR}4YOjWBNMP93DVSG-(P`^)L&s`Z@7|xU;a?3iUq31t zu&N-fwQ{$=el75JIC+YXT8u+LOj}GjqhM{HFNDpxjQNOyK-Yr}SrJBL6 zXG@5CM=9;$PMt~+(bz_A9H{~$5q0NIQZ@KpDN{WiRtf65!BaBh6_A|tU8IDg5+a{c z4Q(z~K<>a+K9WWyNZjd)Oc_^2{ zc--5V>-A+|>Rq^NH=_)mHU7tByOzRA&uo$&vjl3dt~mDbQwjW+cJ-;pic)wIGib?d2`{-Fpr6By)+xt*h2?U9%i_B$~zyxbt@0Cj_oKZFLc^y~^qlX3ZhZc+AT*CUO za>ZgOGwk0m{Id{PUh-CTGDUFD%Y&|et_YmTJGDPZ7s6NF!~a#DEdw zj6)L(VUde3#?Pu4N|uf=_PFH3tZLEZ#iD#jve~<8ze*nHktJ+oZ|6Zuo65rD*&Mhq z={i-XkPCL?+b=#?(J z{OCOEoKDFGX7rDghrhBRoSi&o>Xr*}XFXq~XXb*G$eWqTHCX25*6iS@dP zR9NQ!zS4U+0|sKIHlTW;y~2;gqQr4Xoz*ndSsFv4+gh#4qGnAgXe0iGZwdF;Cfie7n70% zm^=IBZY}agW_lbBcka+#e%3#@b{;E(Lk~6pcmAKLc`0gp)Xy-;A?Lx zOU5n;0t+|%EEoxgm`VQ?ziGkHp8i$Fb9*EN%DA3+vOg5`7b7<(PKJWbHruscNn!Bx z(@8aB!*D2A^XYg!1jAxds}Xmg51cIecZa6w3%kk7M>d#-La=V+Lgt4^Fmy4eL>!0$ z0o$o(l@8&+HDbN~^Tr4ek`GV%b?pgoJ`P!%c-t3jC-i=|Nc%zZy17=ROJ1Oscm3z; zwnxye9DU`)co6JrHcES&7!1GV4C8c`eBj#PEc=^j0E9kvKKWpEAk3`m3a)Di1nu;# zj@vkH0jaQ23>49;cS1D4rQV{tzfCcLYurctOgbtuUR( z8?uVen1`Le2is<{o^>^NK+3Dos*;Vq;8UTQahmE20;_&skjRb%6WNEJ87hxKYwJ15 zY%_1LwvS|)^ZG!&j@$w6Iv>ajQ|)$aiLl>P5coMRw}CGp=O%?Er&KCQqGW|iC6Pi% z$}B{s2$8+_9w8|!>$|6-5)H~IKfCI;;2IWmWPl3;7GGNMB>8Pxn&iwYx> zVRv!(QRHAU4qM20)4wO;(D`d*&Cvu1`SKd9I`RVKM}E!&DKDV8?(`Eyqhu_(xu(L< zG!e_ZpPaj;oQjxT0a@==Qn1qRvK=WP6(`!Y7KsF<;ABpB`-~tX+7JrM! zUh}15`YC^sl3)t9^h^FN(@McP!_dLYVX1KD<^*MaOhfRetX>(RbhsQk=vKTl9lsS? z1J0dKhcUmrp2LMSe1GyWLB2K}Z?79}x2a3RjJfMe&u?k4p1pkLx?TqIX)_O*NQdh0 zUy*|`8E84&*LOB99S&CIYwnI_AUg0&D_uGhaVa)Cw;sua-*xhuP>)PR$}D^NIVBS- zm>Yg6+)77&1nWQrDFeDZ=8;v@bd;anQo4O}CXz=__R6Yc;OcCW=$oavxX7^Mk7H$F z>)qG$+{M`lXpPxmu`~-BB|bk&)v{23jd_frnTcH4iZH*hEQoRX6pJDocl$+78sqOAQNTxRz0{imyNswmxhfh zGhjD<`={Ee9Nhgcd~>Wu7MlLEKGI{Gg^WSB?0=jb^s-8+B~LRE+@>0l^d$@OhZhU% z9?pb_@85OHALJsaN9=FQfh^3B8kK4Zd_Ei5bCxf%;DK{#+3&J2`SR+?45=La39#HK z`zjv~2ZF~=x#i$HYt5_Dq#Veu+3tQJD;q~gB`qDNa=>&K=n+}SMrb(go7I*a3=EpM zJU^3z5I2|8-9b5U82{^@#mEJn^Hz+tC=aa;S5<%e6u{w*XQr8D9>lHRUzxMdh4dF* zeXEDL5Zc{b9TSs-lp&+*yiGaC$X=wBE}93~%na|0(n3t?cGhY}=0l)4&uAew4{oPt zrSCN7!Na5R7teSeiY%Edo7r3_DHlHdZy*~R#z)Prugbwc@4D3+WV5kNO(1T6K_1rc zSt?$^$wS45iM@)v`PgpHBFCubqw<`?^|kAAF)%QY7;q#P&BAT{6WjtA>bmn>4a~t& zN!gUVq8wD@@G{svIZ)#hcAezQg_OiQ^MCk6dFsJp(U66{rH%Owmdanj*fx6ODZN;Hxe zeYsJIVLh)U2W6^YFOtl!uUUoX;|pi^9j!t~n0D!vh-#!hJ7T)|W)*az;ukGEsDevS z-i@-9DyT?ndv2?$!rK>KUN)Uoc--WDRq<05(vRju`A$?Jm|MQryt@W=asSp$9;rdx zWC!npbq$Uh2WVGat3i_CTk^EzOXxMK*t#WHP&Xq7fkD5zWPAMfI}U`KHBMqdeuQo!on=jycRngwv@KMsKc6ERlya- zbqEwav5(VOhu^04H;_~dbs;Bh<2&`}VetnCj@Kc`-?7#8Mgy{!yLmeue1+*qEv;wa z4G8{vG4pn816s%TCnu&gz$9k!i>KQwBu$jHKdNegfrr(|THDuHny@~<_0nrx4IR4h z(DgMYdiCGT6f{CRj3vIltPv;fWq`CP}xV7D{-#p+A{_8qgRH*d^;_c>|Q(=U^=059RL2vO+ujc*6dxSmC zt*zj^#cp4U+%NW92$LDBf8A}uaycUQH;T zu73J-Lo@b0|0?@awi!}e-3)`en&COfS~GRK1sUn_yU3(wSUBmwFWcOLJ~O`QH02iT zyJJc--_n9I3$rls;1=9i{xRkjVM~`U`Z5#L0=b#76X!Ks;cs(z+1&@NaOdaxx%_T} zR#0JBbYCkP#R~X#yl+L6aDqZ@L>ru%@4t5pZG*|$w68sVZ8+9eBS_)2L0@C!y|iZ= zhVyR1OyM20HQS*aL_agB)Q;cYnQ_`O?dV#dH7?uMf$23X-KEd9!{M;eogR@6 zRQwLRIJK`G^uEMt=U?qOP#0+1q}>6H751r5?sb4sxO`ALwiD*-holb#bi!A|rhk~+ z36pNIOOH+1m>R3{r9IEP9Nf%Rr|ZaHusOAk-9OyN!-hE6A9Db!ggv4 zlVH4t8Fp_68PQvWx1E(H!(dseRLpxari5PTOf-_AxIT`TvW$Wl7$2J0L4nuaGx_21 z6fBJz+jmxm0-e^0u6Yp(o@()>DBq+Y?M1%HTnYt?6ugH9Eh(681gryNwY~7`L-RKS#I`a-vi#4fGuMWK-$)Q5=LtJ;-2`WUtAZ@aWimc8p2g1{- zxcRL{Zit@-nalfKE|yT?_Bik75Sa?C_1WWUxiqA`<2bF&uGWgx@MBHDc)1J%(x4^clc&@sLK3GYV+ z9*>#kH4%1LscElqKLgF1l%xc{GElFSCUIwo0jJXfRnZ5SIKSzxuHOU$E~lo|8fO?# z;Il zADr1Z&VX3NcQ&&SC8W*f+scCLyExrQ4Hg1kOkI)M&4Ro6 zj7HjC7Jja^xvg@5h11=WJIao*P%Yvj& z{Ss3L7Vf?B&0=3+p{r}=z*$!o{)?Dt^7M?E^<(T9ay4sG{G{8)JOe2c%wJr+!y z@5jtOU_r{@cB_9R3ncb+A^sQ^;-`<>KTKfZqTsSdu~Zg*Wr`}sXR+|iA^g#X0v23~ zTqd(hSrA(N*m`R<3s0^`*O%9`Fj>x))Okzb=s9$~v5kcf3EE8t-9+3PbJ1=Zfv3^Y z){MhKqT1mcZZE;l@7H5?Ux>UdLU(`t&H_bS%ino~g^pty?|%Pb!7RN?N&Voc=2G zj1e2tRBdMONj826rO7#*VPmXe-et&!jin6&{-f>}rRd_Uc zi8~uTDmyPce&cQK3Y@)s~DC@%5NZ70^lm3XnRg`>1Ihu_Eqxs6> z=WJx_pIE#znT`CU7~}d3HX;hC@%njexLoA<_O6%>$z~N?AdAE z$c96Cp+tWR8&dxkE;x3wQN7xyWQ4-Tl(zC;4;CAPd!-EL-m}5ZFpUlP%tnbjXMq13 z8!ZgUnA8|2L=0M>3(NgX<4qh@-|JZ49 z5VW*;$5(9*R9|*`JA;FKX_bcG2RRV*3F5zH$U*Ow9P@<}9AvG!PsE;eSRIZVt6>^Z^@ATNYoC69|@9KCB2bNx&Z+bRxaBUZNaIT5S>u|_yKsyI|8P|UbkU7}1 zOa5CVgM*E(^9xcv95h9xsb_rT;8LaM+3kZI#F~bh)(vr>o3M+0c#Pod?o7xe&G9F&@5|3sqA=J)W&xh{v}%-qhg2eV3ud&@L`Gs|_N~?d5{+bN9%5eJ)C} zMc9@{xP+b$R(^k+i|AiI0d{6wNdF+2f3@JkY_w9!)s~C!r=JeYT;L+c^{{>L6)qek z_X~-*aMEYabY{VvdoVQ+0`1By7#!~Ji^-E^neS0#oONxMsjgz z)yeO#o^i1??xlrt0vDcEYqtcZa1qM4F{UMx3*F39w8=a!w0Xz%HkNP^C$~x0rjiR@ z!?DTgS}wXg?xpQ&EU9;Z+nJrEEhI| z<|n^j@_g-OC!lS>4?2iXbj=es%ZlaiYdKE_2C|Rk&mf+%m$RY1g1A^C};8=4-VqaO=i|;FOq1Tnv zv-BhvwKF}EzB>tiI!lWV8F8^OhWRLqI3M4IJNUwh^DzJH)3J0e2eZ#yJ}kM*0Uvc| zyrCs=UWOaa>FwlTiHb5$AaSo11-}_(O|s$k!?vlghYkDwKCk-|#JjL{TN1aIjn(x3 zMxVv9@pI#!=7aayXe~@~&hTVIWy(8}ZxfjK~+OJIq5nJ!*8z*EemDg_ZhZxKT&TkOQ({0%~@DFdGn<47ba{m zxNC%{n=BueonRjm4eMA<7_S0peey!E+vOxyA(obZuq8YH}{FJ*N&p>00z^fx&3@lMq=@brSfa)OH zcqx{FCmZ(M?$04~%B+k+xC;ZTlvT7WwHUCyT>E{N&@Zo|>O(VDFkmNpTjJ^r9s5tP zCFbhsFbcGY{XIm-q%Y0fXpD|a3DHT3xx{~myGjv3bObsr{U&Hd$EIh|q35>J5!p4> z=DLB7439rGFGc8(C|@;|^nr$Q2eq{6AsWP*rNTRzG$aZ|H;28ZVZyXIZQ?!+(rnj6 zOII57w6@FcJVOJY@w3g!c)F39c6gQwo{+F@ z7aFPPex0?Ozm19y`35TX3M zdZ%2dMBjNfj$uZHuZ&nI$&v~cw~KHz;s% z_8-6NO@Y;Dv`L>o1u1FknJ=6vFr2d`n^;jGEOYbhQ4Eg4Zh z^Ji;#$yo7aIyjM^45z4*kCE#9)9SC@7~lC|Fw7H{ZDI4oy{beC2Wm1Q6j-k zUVWmTn0F>}r)SXTZmba(9B>IC;pFG_wen&lXf0#%mwI>OQ>(hI!Simo>v+j@ijvSY zA$lsJpc_x`6(+b5aam6)m#+HK4gMLGp4RDZ{7N{yns*rqe=Yv1dVvI9`EAFRbao?k zK7EpputJCYYy=Xzv7_XH#%=L#c+uIdEwnBOeO}WR=hO|qVZtBDvt9hST_fG89PZ4JB=)@Dr9h-E6 zI>Ecd+cGV`6Zo#swz#MhTXLjl)dRcW%C|3A!?z38r$uCxYP#^*VC3rz(SIJcwv78G z)r}w33hT|zb>qw*3vy>7!JE%1+qj@^v^6>&_ZsWQ>7cW<37#Y@SG2kHQ;-CqK52|I_|oSuCkVf2${s4;QB47IPO54UDqxIk#Mk;f9Ee(5~Sq2CCo08aAXB_-LbDELT_aim){_x-0>=J zE5V1Cr#1b@Lo$k=?5`+IA%i_>+?S<9Mr8YAqk2Cw65n==^Bg8)_bRKPy|IM9Y?24P zpA6~C2Ww7?QxG1IakZZ4*VlKo$_Em0|Lyzw*m8&rQNx$YGXfOIkNSOQ67wkG$;Oox zWIXVA^xB6+#)kU8{zmI4C}~ZzvCJjoF6Gd^jjze@th#vPh&~11J-!|+IZ1)jxuUBo z#QS3XFFL$o3mNZpla5~~C1c6af59>vDQNYhaGw(X197)=h4?8b9la5krACb1<}7Td z$gq4Jd!^8=V!5~9Sl-c@to{XwZPwwkU5$|r-->VOFDOkK^ZE%J( z1rtNh?~;jl&+Fb5vX7Ec?_V=_e1PElJFj9Y4+VqE8z#6!yg!j`!r!wgp#51>5fn{9 zZ(nvu&jW(5;Hi}jArwrSrFo=>Qji}w`k_6Xr~?Lby=DUx$b>O2>iwX=M~k<^b%cV0 zJ}3V+{vr0IL+Z-<8N%8QFTeATI0r9uE;5%;aXeSGL{5;32-z@4+Z9w$+oTG@i8>~i zy(DOmsDHnz1TXTsQ?YdBLH`zSDm0#rXxQJOq9NhvTxK8@tdFIZe?zEvT+`3v@Q@1q zzKZ9pr^LLd#MYB>RBVs>?-ebP3UQ@==QHWVIv%GS`f{i!sVykJR76;rrv;-#9j-2K z{ptOZif_+*H!glnh2i^1iSTAB=zgskVjWbZx;!sWAXDKac52TiCh>h-U|(JjQLiO* zC~BVwyp5SW)q_+-O_lx99VXUE5ifc>Mn%Y0X{#fXRAfs1SxTCtVrV11-i(Ka$=Tlz zxO_Bh{ISBrj?fJ`m-pNnTty@LGG^RW2^!Q)T*>3>XwaI9ll0z5=!-`YuKzaEAVtq5 z2XCc;-qx)pq)Ee)7a<8xcGFNerp6-QKg!4m5C+-LegxXt%bbj)A@)|`m~RXXN9}rbm%N~X<5L*-n;km?~h<6+srf!>T;L6MGk56h6fg$^OP6WLqU=?IPDuBg~a$C!wkyN)g$ zS+iFtjr-})OI(mUe3*`*kD?d4jp$&d_B}E)CE|QAN#&lQiuY>BkAU8FSk}ApL3nXvz>G_?Q7m*=u1ca?GK;$*mUr{ zEUA0&fsXOB6%ot(>G&;S`|t5LI+o9WZx#JThew&st(f0*9NV_dNqU+N=LdHAsekD> zexOH6c?kpIOurkY0t_rR7PHeK^t(-!L`0Jq18QUTSw>O}e5rfEo77In$B;`oXXP2V z{5;TZP?-U3f$==&?F?MkOsM)p^Z^!IBr<(;7zoT?beCrz1Ch(WDuy0nz^O~-;)-Jo zNb$&hi!xz=>>V)iX%PcLU+A|JtQiR1?r$P@v3TKA2AchHyfoq% zxOBGYa!n!wA)97j>!mYLwA9|Nh3H?3wH=g=iWu1CQ^iLwXTZ`2gO)D|{7;9fKQ%DW zejlEfn;G!>%##f&w z>C>Hf{M=4wD=!BN?EQm_7jlr8Fw(k9kORtx;MH_d4vfp`*7_?sNIIUC)F{cpt{A7+ zW-=UH&15Zly@>-G>UIU|tsEF#sn8x&<&LjgdHAXZ2RQ=!kB;x*Afq7ll&dZW%i={Y z&l+%`n;3lewlN2(^TS)0m~)WcDyS22ii5SuQ(snCb1b^%Mk9LOSDJBQY3-m%>*Ky}1Nm^MqaZqpl)ONI;1BIUdPPlb*!2dHbcVRyVv;F%V z<3Dhq^`-iY_9qSkFuZ5_AqOTm(rx0CIM~2msojo^{J9;7edZf}`CSLnM)JSJuIxnW!q5kvCY?}C-#u@Qb|==p=}Jo4(TN-V z8|=ruJF(C=*l6Rg4*WVFIGVet6AtI}*^aed%yoRd+ zB45%EcOub&dAE741C!$k?xwCC$ah}4jr zn9ckxv*~~;qkVU6WCu(O6{Cfz9k2+f%SBWNwABXFI-hlbhjQ_Ju1g2XC#v7^2zOxS zS;Atbcn2ihjV-8>9Y|XJsnO|kJ3fBDuFV;5hjQXxJ&oV(IR0ho*6F%-@Q)7P^IOn? z%9s&ykkbxlwO%ndhjwJBxGPdz+uKH#-I!@Z zrS~^#Ra+Y*j)mPH5^0Bli@Un+P#cE*(s#R#wIN?_a%kc6HpuaB+mpV%4HHePsrAd#%{I27@96K;Mw>QdKItl7yt57MFAWEGWVV7YQ%++Q zr4^z>*BkWiv?A!ox!jrXR=E5A7hWCH%01^#!YPkiaov>fOMO}^Y_(++mac_ zNV!%V-sL{9T&We#YgY(-TGWb&Rh2Hm%UU76I*6_9)q;;%J9$#Jw_wci_?LNyS`d4; zTs?e23lg<+*EUGD;B>Hl^iB6>oZoerM^mjC$ImMrmNsaH2Tj-bw`DW(HCH(OIMamn z#nFCs4o#p_(^8v#o6w)dS94=$6I5*GOM4$^g7sFfBAI`UpuAZZ&oA7B@LI8STl+>7 z=!*4DdpBa0a{q;AI~$QZ_vd}d!A3aythQ=g&v zB@)+qmAyUl68m+|KNgXFiT1)-DS_Aq{Bw_!{btpGr_b9hzi)29jz52oRVLTt*68r9 zNA~sjBcC%X5>}5k(M4>}6ZOb0eaye!r5=>xsg=qTFTg*ha_}+z1;S!3i`3tLfkVfX z9QTU8Kym2rO2zkeFth9z?Oa`loUtg?!S*_Yg)WkJIa!BmSMaP+u@2d8-bY`|J;&7x z>#yz(d5-%LLw*Oco})#bXGU!Mb0o?ZPJJP@NO7}PI2==pq?zXRB3EkBH5qt!!6X~m zddmh5iPmC+^lU5r0~^JGJ??EYYzSA5M|=Vsfr}-Yz8+`ev}v4o#zr=JX{1b&!omi( zmfxE`^ZjOGvF3vynm4c0|GL> z5-YVBpcmy$*DYp1IdtY#cr+dVmI^BOo~2{qD>>h7d2}4tST{aVPKVNL>Zo=A9rk9y zbp`k7h|OBVyYvwq=3~F+-L$2{HOyvhvlAT!Uez7S-gLN}RI?3RLI+jc!gQWE9TO@Z zdCg1$^%cDVZ(b8@oC;k2d5mDF_Ga|td^&>5as+N?)Zp~Z=r4zAYG9B}bNSU-0~7T@ z6W`A@Sg9xS>IW}Dx@x_lSz-;k6&}fD7uBHEVMJ#7MGbNlV%HnIt$~)Vh4w0s8aSM5 znSU;#2CMo+t#i_Apm#X2J+7`A$|rXvz3Z#S+_ce?EkCPaog*aW!C!-QPd->SN^#e{ z5NWPcU5($o>P^`l)iAxWV1dGDHOxDwyX=FiG0UquWbmXK-C{}~b=fpb#h%|j)=Pui z!jMicFB%q#X(@b)p<(ZylQRtz8jk-vIePRs4GMabcoJNNF(-Ay6FF6o_WS)*{B#wh zHiTpaQ7aJEoX;Qfu>vdVPDux+S76KZxvvg0~Hj4V}7>`nL{bp`;tq+_SXC_@c&mFM&Ys!xD^HXHU*D_h>xU>X_tQ-*+C#y_-j%O|b1B$={}fLu zF9lvL=iS?W=OI%^vffxH2X~F+8IJ4n!EO+oG;+&Byl&1x%8eXI#jkp@^HnYk9-A#c z=#zm|kIN(eN|}gnSe->t$pjxuw(%oZFFjuDoc%E!onzX~e2>!b#1XVaeYq`G8Oeq%sdleAQmMl z8TAk%!mTr(7AD}N+{YfZu2_t06nMdEk3lBGU~y(nGz=#bj?;Y$DpF8f3!+xa2so^cb41#A4`0QX1<&wsmZCWK9QxCu0ZywVXRRJ9xS-*{Sd8-1O_8&AHpEZN_xfnN05?RXSP`EDK2g3;xR0EjIq6U<5znh> zUilSZpjGfv&*nlj7rMH7cu}zN=))2ljY1q3l;EFuPk~3ikypeP3Wf%99iDHZVAbCY z|1x(9*8Q_|HLs;$TkM_;FaAQb>s3hG-l5=2b%OZTPleE^=sY-7Q-~{`e}A3*U5Ir# z`~NKbM?v@d9xuP-LYyv>ytG}U5O>1njuAf!wn+OHi)V1-EIQKkOp0-~$v$`Ql_K0z zeO0*RZXx6(UfcZIP>5YU>Uv3eh4}ShTxe{Nf)0rUPA;@(Gtz5Pwtr zY&EL?`_riyYP5;m&{b4CeEwcinni{CPkoQZAu5jEq-7W1FTsA1>(5U_QPHasvB-v6 zg82M0`aUc!z=Gf zQ66*9x=yeRdV7jL^uOcgar@Z)YD+0p`_}EAzCcCGnFRhf2TIW?tF$yfmWuH=5z+0R zOR(#T)vl!?CD^Xlbz5j2cOSvlr-UDrLg5kbLxXm1eP3_>6%j9i+~&@U-?(+l?GN!< zs#}77nwpu>&QdJ==h$LWUyPaitJN6sB`Er>{bNO3DfpzW%S0EK!uQj}($<%yklAa+ z@tI$O{DX7rPAw>b`30v>!n0J&oU!kW`9wv)>>Ih>x)KDuZg81Q=I(d7nr@J531Vv$ zr2;ONK~>+g@$w=nY(@8~{OB&`@{~)+P&*YqaV;$Su@da)H=6k+REmBTg$GN`N>Q}= z&a>?B5}dmdC++i-iu9w-t;Yq*FtIsuM&m;%{{Co9y~NFT&gY|j5?=`#5*b?}Hk3i4 zZgMtsv=qmg%M&y=mSbVVk&!)Jr3jrnL_Mcgj!D-930b{zSS67#{Zr*Io-^UtUN48v z=0MuW?Q*314VBz^SdQ#Ci{>>2C1h^+4}M^B`>iWaq;yw8>263#z_&^~ zpW0XL!&im=>A`{!i7LnhSrk9rR)xPQbx&yeRhS5riR$D2f6vj2BY19Bp|U4@yIe>W zn*05{4?L~H-jb1$%O%{nR>zB>FS+YXd+&Ec-XYYh)n0LY9>a;8k z9-gb_iD}Z%t{X=bO}T9q$!Q&18lJz8=C$B*L8X70h*J~|lS4wsf-`B{^SU_tw1$SE zvjcr)o!quy-?r9K8g5N0z8T@EhK0b24&IeqJvO&s&DLrxn+>?IUAG#e%A#)%pW^EJ zuXc70)!?5V_~9E^jjnwz9tn@C(fsezuj0aLOz{0a*Tm(WiA4_dAujKz9%cyhaCyg! zKg?wH|9Qt*Do~ZnI~(;Bii~#D;M>__uP+>`!O*ppv)<=w@N6t-eVkhjn%^7gQ0~=0 z)ic7jK9xJ3A{zd_vIfGZH|2;Ml}B*v^07A}Y%b@e zt1eaOAut<$wojMKi7^LX?^5D&qNrO%yQVN5@&%q(53Hu6B~qTxT#gRAk(Y^QmFZ}c zyrOQeNk_=kl4f^3I+jEg*xoUvc_Kc3W=d(rW- z&EZ^a5FLGi`qOPubYxtTj_!X<$LHaHTRvyfaWJ{BcB+_;H8*Hhe1wh??}RCl20GNX zxJIny(4it{Ca*9+htobq=8n%?4V`DHJINj2*!{zVmx04abMKxOWT5`+e;Y2ZWMDA! zNR5jO13}@kC;YcE@Y3bi_j?))h&R>+KhkBOcsfBk)0hEEdxuKuDF#@6dPf--7#I&( z`=yD?@6)uYfF2J99w>IM9S&qbsHmv)M+5_EqfsV2i3~hl=R6{q!2qw$F~8MC41E2v zU1DQ31FJ8J7OTEspoubKgbr>U<>eoZ`Wfi(_|N;~CvJU)yH{NN$$*jE=X|F*29_+i zf53;I2@|8u1EJzf7ztOp#Yr)dbN--csv;A4xBIdvJD6Bq^`B1lJ|=ET?Cz~U#KftN zHO^fpnE0xpB=q4N6H`{+>EG>{5IrNRJ>$ki-GQ&K7YA_H;Sq8czt4p9((}SH2}~5T zyE2v1xV~pjM|U@ciA|qe`VLevaaCN^)%-aVLN+QQHf>D&>6g#6f5XJP`JBBTTz?cP z{HNp21QTVKob4XWGT~`w_~+?j7G#|$A-T(0SR^a4x?&v*pL29FYvoy3uc4yRzMX}( zRXZB`!NRavzx8KB7V7W!{+&9;!l2mOL_Ql9T3qZ7h+gB4Z}6X9>&gPF<#vUFKMUc8 zG~b=!EHuq+G1(u_!XJA>=_4sDgb8(wpUG!IeN$bv=5F2h}tZ0uQY zBlCU}8&!uIeZH!)kz%!4>CYZEOjLJVT5yn!S6{Z+E;DB%{OA%(DQh-ZHr`*ciW<%zwm}jbp*zE}ai!BTH?_?^Y}uhv({kh9t9LqfOcKIF}8@sM?HzGB)P7 z?pCEU*=VsIyV%skjdO03;&ii7EA3+6$@R7OhjbF^zOmt|r~f|t4;%Zw9{%IWR|_?n z5Ld0GwJ1(KcKGM&T0}Y=*oV_)LepAQ ztv*-NYsqbUnmEMU)nbof{mJ_-wRrm@xn3=#7Gal8&pe*x=4q|%sa2{)n@>uUVjCN8 zZ`X{C9p>Kii5+@) z-pA)J>SQ4@zjZ)ojE#dk0tP+Lv%#75@ZLSb!s&VL=4B2{2>$l`eKD4Wp`ewgN4V?N zXg-xTs%63A%BEG@jM+ev*NULyEL4owjQ-ut#-B58&o`yAxcsQJtm7>U*Kb>S>ZLv#MWLTcaM0k&;N4c>@BX(pPYzZ5`Kp3 z{WMSXa1H}!zAZStn=o)`QKP87Ed$-3y=+F^8Q52FZ0X^93}hd!&?#@? zzH9pansFX+%EB`GS1TGEn#OM#t*nBHo`R9h z@hW)VGGA8kPq2Gw{fh1)Q8QIDud z#%2aT{;#w~<6A}8e@8`b@OUvsistF}-{$hLqrGyHFqfO}ELo?JNWp=T_-^+l1(5CK zt7!8rK>shhJ1qtIsQnSv>pPr>S+VV|iZ}DozWJ(qpGz*1$eH9N%{g3NSdee3k^^g@ z2SQnAvaqw?%WW(+1I+qF#6Wv;810KhNE?SpQ5~;+LySu%Q5E1E5lS`M{l2%pvJ)xF!B<>N~MShB>3d{0FkbnsLC80@?B*5+P4~YYjgwNHJnfEn<-0kz! zeis@=M2u%PUR8-A(buzVzrTtk1D=i*PCk(&dPjV8sz3}meef4UqbQnCU&I;?oQx)8 zy6r^;-(yJmY;%BrYz#Rx@T10d4_7O@GEaPrCP{kq+q>Ok$^J^mMZ2V82~Xd0I4yxUozBfkr$rFjZV0@-~i0ow4)uy%R?ad~`Df z#UGN>+UFlGrp1%;{yP?Y=i`Y+oZ!Utl6Z1xx+Qgl5=WdZFT`r?c}RW=h?Na}h$noH zmN_Ccp3pw=M!ov^h|pBkb5b5YBB@HNjntqkkOjlkZLYpWEy7D)P&^Il!zMhm!DE(r7*W^>k3xjF~otZ*Bgip}7 zIi!$m)~4?Bvniy9k79HDN*Xa}|L8W{luiZ~&K}I)lu7PR>8qZJ%On~~z40ghWs;G* zdnZrt$|jrNGIDN&W)ltl`SJ~2G%{hRiL zLQ0%e_(YJd{eb$4_i_nNKD6Ys0fFA5qE6c{H75g%a|0U!C~S1eFy3 zI=u6`O9^p$6r#K>ri558J(iUmP)5cDb|tJoRZd>t&3|IrSx(O1U9mDOshkMbvX8~y zEGO@qtLNLMmlG>>o0N5T%E^PFH;!pHD~R3E8-mnxmBd834z3M(}lu|6?G`|4dyG&X3Jr^{E9s@W|ArW_gxw+%Ra?P?7% zD&j0XeToqGnavuN#|XLcoHvzUnojta@7n#%flgk?&I@TAq7$2E2cEqfrIRo2tcNR8 z>10%Yr9_t$gM4YQt1Mf_=WRo`jJH3HTc4W*~-o1)V);G0krH0hIAdO9~mpjbPFJu$N{8g4cFW5x>#7>#YYBsU+(r^snu!%;)`SxoK zY+`17^NlHC6CdsMraP%@@+dOksdN^b6uE95k@aK~Z;OVnybsvqzMoq0uOK$jnxg&s z?c`7{*r6mVPQ7es4ca?U_LkQoKWQ9-z;)X*-&Cul}*lB z7{7V^o<(kbzITnUn?*{`H4ibeS%kWW&ZD~6|C>zx zMWqwR%3|K?7;d|{UR_+7PRhUbMhY1cA|MqSCc1_YJ)0Eks`MK2{-2N7^PM%M+Rwsb zg>4P-NZR4x&09l81dIKX7giJ29Rb5K0UD7>bP^=FRisnV%#7E#inM#|=p5fuMP6KO z9&GiB+&xo253D4D6JPjtMO$0ihR`KD<**79V->Tg8>W$N7cCe950R&2tpey|GABN{2$WY>?=GLkdWef1bpKT@*6l5m#0JJBMg( zoUvF($t4$fipKAxW|3=MvsWH&%pv~+009606jygV)$bQC5gI78q)3INWkRI|#Di5kPiNE2ORSuFin3@Pb95Bfo4ul0myYPZ)Ota4e0^FJIr4(`H!15j$@e*} zXukkTK()W^)}DrRnye&y^j&Q_?a0mJw@ldSw2SVHr$;-|Xsmg?{9H*I&8njG+&Nkr z&Es8K?#V}wXuO@i&z2WGps9ovwNcpjX@QBpb|#W!+D+x3?vYxFG!>PIa7X`ST6|$& z?YL7i&3wM?;oV54sf;TxQ6wkOSW4S!)yfiR1sAV3iXyMlCV6HCzw`^I^_hE4^{x+~ z9g?GUhuH+s`a0yg;)`fRfDV8T_lhVzu>*gGxO*#?UzG(3>+MyXk z3+nIqAU?3=)2mAt;9nPi#Ax^uUiItNi7X@VN^a+g_-8i|Snp9^sT2;C&=#HDu@Nvo z=vr}8HwJDs?ju37lc4o*Fx2>O65_7Y*Xa%3!|$%#>^jv{Xa(P}Vk+JTOVn?vs-22M z3FaTBSw2AWCH|wafX5IR(661m{RCU+O=h+ao?;5mZgop&I=WktHO=G&j#ssv7Vk-i zLed6X*>@QT&DEjjhP=eeElVr%@?RkB^;BW{yi8oAzQ3|f_a)Q|sL5%mudrv8AYwG< z6>J~PXttb|gMS4>^R36TaqG>@-;dQ^qiNmd^YgTG;jZ@QlHZa%oci(GNBHnHVkI7T z4sLvnbx3%U?VN{&4=<|xou7}w$HzA2Z^=b&MciBa;asdN%x3#LkBwXQ(yjNl=*3 zSQ8;z2(3s1%CiGxBF@7U9&dJ57#>WYl~~xv=n95#su`a4x5lAz=NU?K-6dN+;)^kE$y{gs<6;w*$pk zaWv;bWoI#DOl17SB1-W@{%Q7=v=S_BwAudBk%CF@+)CAoijh8bja2St3Bv5u(k?@G#ma>x>#6wH-MVa>0|mdWPtc9^sn{2N{I;nE z1;&YIOS0>z_sYj=st5qynsW++XbSO#nDvk%*(Q~E-%CGh(W`|Tq?pou6`Z9 zs0>dgJemVmd!oeO2`ftCgndXu)HemU|7`o;*m`W5TClxesV80)*w zsv6{|YG>aq)ksxrHF&(M8lDX=hR633GN(iB_R(qxFB(3y^{&((*Sm)al@E>y*@K z(V-jdSM}C_4wn}H^_`}4MBjMzU;idL`eRE-e;w&qHe5X>??Ff9lF#Q<57S{$G_1Aw z3>_n02WA=s(V>yrWo#BfN3+XNyv-dtZVzprx9b5NUAc+X`(6;^y4zPz7SK^^(duxy zoQ}mSZ)=8g=rD2d`Ef@?M}ANX_0c;z4D05FWOdQ;aY31B$uBxC?TYMVjMLFNtbe;+ zfq_3~yA9r{GGNl=&HB2Cf#W519z*&JL$Y2Y42%sVwB4sN;1@9Q-wPH4-1Wr>ugN;HScL@|@BD;;1`Cx>PCYbV z&VsW=mbu+p77|?+HalCf@KpWo2yKb+`ana#!dyoZ_$JURop zC=VQo`5Vqfhl6^e>Ky{tjyapB-ztr@a`iPnB-Li1N;x!k4G?`BNrCgBM z&z~wX2!EyS;x{#1eDBFBy4TD_i(N<8rZz$z`RDMthl|WN@f)xF;o@P|uq5m?55j}X z6Ld;>P`~tXUmcx?rz#l>!)th`lrVobtmGjvEJZodjEC#X7L|E!=3z&bQccny9_nZH zoH{APN9)*57yFrfESqV%-gF)xU1Lv&R_pKq|JK*WtN75)ZGOJVf)68+!`wZ#d=#6l zqn>mk^o^rU*Y@)9=V^@A{iA%So{Qg^=g)^`O}MO!h=&%rO(O4iJdB@yT>9oNA6avZ z_R?lto+7`EBP?Er6QBbNSzq|($KBgb&xRCIH585)b z4{_i4@IJn!_Rb(5!BSpH(gYt&wc*c?rU_7M)OROST>w{U*Q_Ef0q!|Dis=Rdcs|+Y z)?g~YdzmkmA2$iW-@4lDhob<+`uCN`-34&}{Pgkk!vf4K5c1}q5nw~+-5a_=0$hz- zC^3!@Am#8k%BDL49PakE-T6QO$;8XZy)OjNJw#17Rv^IY^P2yiFDL9B{<(&71h5fS ztcwu|(7uVIll+dD?~AZV?-Jm`0;}-6UjoR#ex+1CF2I<KF zsBMuD$46^}`t*fx&uU5kXDr0lyEmrHv=(CIN5_8}4nnNv&itb9CIqR_Y_hqx5T3kK zckE6HaWzwS!|nhfoH3TSKTJscx8paC-xeY`+WXYm`$AkeRk7kyh7c~3COCn4LVSC+ zJo^e&h@6iP7{M$dE{$G`52+X8=-U@l!rlsDS>8N1wnK=y9cZ(3^!#j)nwZMnCzmbd9$%m?MDK27!Z78Xxl1 zoY}P^KBkQ$Ahg;v^~atU?tRcRJOK1CJ5)%588H_Odabbx-dr@t!t1rq^cXvk(%Q zAJ;R;hVwop={H3-`mI=3p0{xD;>p|iJ%`w6kLdOI;Zp@3?)I#(bwQ-+@+xOD(<%Z&m7NTGCnpoL$A?5%5 zl|lDjG9809eZfy$=#ZKD+|r%s7Y7>s2VZGaqsqn7s_iljH;%}Qf7?|<^THQhWzT9v zM*B$D&8>pfwBHYPEUMrXoLe$uPBqR?i%CuntinZJ|IZZ#m3X9{=eDD^5_!LZ##6pk zVnOAn%l=xGIN+eNQqi&!qXLE^ZBHe5{0sYqS>=eYt@V=7iN1YNm&MwaazxxeGBT^L z9K7lW`;Y0CW4X!UZM+TTkm-r;+G$jQ;al$Adwk0gs6Hh);aWKowBL2qB@=e$p-Izo z%Tcxch0vZ^junY1S7-b!!%C0!XGK5DpybD3#z#;pflh=Tq?LSc}7NHU(PLE6dH_QINh<$uHm+1+r0V3TPA>{(=-6c>N z3pJ%qF2zP;C%t#`N+GlR$s13f68IF%jy4S{!ED3fG$`hOczLro^=vLzDRT_C7DdW9Ky2)G`8R^Q}9L4MlLi zwlzqls|feE=ap|CFM@IqKRZH|z=_>+s*1o7UEZAVET{-378euNx)HLP>owJvMbKnK zH9A%l;hfHzYkl@)ELC|e&_6`RKZjqu;eSP#STr|boq92p*GJ7dV^9naxznk6n~L#r zb8GI1dofCvQZx3PDaKcamEskD$r$&ZvSKg6*W+?Wx#DAF%&{>%Xd6OC_tA=)Y=Wo% z*ga2Y_YH5_WUBW3WF6s^pTKJ zlDd8K4KhwXPd7`|EX0ps>y_$-WUO9eM!wG@BVOZyv7UD!d?Z=7x`xP5oatNmJgyMA z&kf(~{YrxM(jOGV2@;;(oxXd{UJ~BiG2{sRNtp6bDc|0v5Q>eoC8Li?cyDo+6;wom z`?s!&9svoX`)X|Wd?sPbn**hBQC-pMS=lW)n3nzgbLUBeFwcr z_*x~qtU9d1#GJ?8AfVy8kJv>EAtmq)_F$*P;Du}S!#+R$y( zO6=e1@eZF?g$O8|9{HbqA^uEK-}+Koh-6!DHBNUS?iy9mJ0_9g-}2O1ZY~+dRu3j? zTrLEAJmZJitwQu|pWo-4UWjMm%zY;)g+zZ5;~qhrYmT7!NbHwFtPxGq%pj3rt>t;1 z#3kdPcJ#*T_hjgVG7>meWRwg|a%tL4hMP_9w4aNM&~x*`c;NuOQ9Tbzrw)CK?si@rf*x2SX6>HtKFK`B_Q24fPwyi=L z9$K>7Ng8E%{N8xq^wnj!uuzBUKSBHps+YIq%`V4VshsEUj0!|lo$p>@QI3JhX9q3` zDsU`$ZRgAP6=)?TX=R=-$G7^>)Q~BaQ2luz>T^mtI_)bbdUY$YnzCVDutg=D{qAy- zrdL5e%zVe;g;jVq#nNZP&nir8o=kf=QH7Dhrr= z`|9y(H%?vQK7$Ub^T5U?RXQAfm{(U{rDJNt+n1%0bj(ZE53%%Mz=(W2 zQuz=AyL;@bXP;o8GTzxtZq4scnO#lp1Yv_U;g-ao}>r zGV0rN4$K-DdQ5`vT~6J#gM5>Vdy>`>RvZ@>7LS(p-s58S{fvzYPq^r^k*KDr^Kf_C zv}oDIJlI4X^``6b@Z@3gt=x4yOm6L5wTa+Y?o-5}AzOHmaq+EH-o-;~ipHTM-CPX% zP9e=Ec+Sl^#W$Va@Zj=lm+2Udj~voj87Y(CF_Q+_i`jfQXhtf@6Y^SB<233j0eFt* zygTywP#3(Y(oqt?Zo5<1tRn*4Sk*GJup#}p- z6TiIg5n$7+n5$2_h4|_-Z0dMch*=I_gY6Fsksh?Zxn3-Qw!P&lv1u)4WXqO@KCZzu zUalxQss_$cvhm-q*CM!6rP-ieh`nEAj@b}=qPFXJ$;jav+&(T0tvXeMw13T}(^6`Q ze{j>b?e~cOeu`Y$6`NX^<&P%)X{mvkVUE_<(HpQ>0zx~ zJuE)IB>fQAW4g-cMMu=?@n?>r^Xb2JxcB?n4UL$3tW3mkyRM>zQag1qG zri&0EFSxu#S%k$AjT>pIB9ug|4B9_WgwhV<{yCZ=crhY&bZU$6;G)YK!EzB6oH=DZ zc1?sBK~u?$ND-{oMYo#9ittbQUwB}=2ywn&((3MsQ0W+?Y4T8nWhUEMna@Ocade`0 z$x9K~$^G<<91;4av>NM?M7VcauPv`cg!Hq$?@TL1n9zxcqR~YN+L>{A8&`xmE@lTs zH6r-$+&N>fSOm2c!@X_IB6#psjeXyXuzY7-LVueG*1skN2YwYHg_b}1uU7=Sa^2-O z21LM7vfA_!BJRZf_woNkShtFKZ;q@OIYpaxK2j9JK=ed)iLw}*54HDZs)@lrulCt+ zff&<%4EB;2i;-yfarXLUVr+;?ajae;Ms>ez%9b@^TxsF-)|e3fy)PVHEX4#5{hZ%o zEk;$!LA66$#CY3W70~G*hW0bhH>aG%aC>WFGTTqOMaC#W-I7RJbu!4E1L>=dhoMLD9GJad<99r3B`CDqrN z5<}44pM0c@kjWpvbkoE*^Od>o99xVyQ~zs!1Vr3LCAA?9Vkjh>SRmUZ#&5p^$6{K= zF#LUqr1Dt|YGmqIa;F$yX0dHGd&HRII^%XmzZjY_X;S?^V&tj4(J1&U2Fup)u&Im$ zT?cJ)D&&dL=F{NjnG*c6Z@1>pmO$3XB;IMB1TLDS_C`$!u9Qr*+NUEyY*}(@o1O&h zT8F`D3?vf%T3LlSf-1WGfHO7K{xHOtUXg28h$e8~P1q~y+#wYV(7 z15v`Gs$dB|om;Wd_PPYCf9#(uh?GFj(0W^RKP^JWt%kO^)&6U7Vr&6FmmcSwLw|XLlz?C%K*Q_Ge(e9}6iYdXE zgQv$jz62$ShNINZJ=c&Xq_vz!$6?Z@Lir%Tc7*i-#ZMT%8J zPQ8cbNYS<+cA!H;3NL@;_-RY=c6!qH{^e3+jK7QvTq#8+$NIv=S}Ep-`G!QANuitJ zl{|BU6i433zfRgLMYZ^HfyOo|C^nN)(|1U*`Eb~NeHSSdhO__Vdq@#tciPAFfD|rX zwA6~jQY2RuKiGUyimRVy9O0dj;sQhG&yI^yWLtQ8N`j>LJ)UvT<0^r>RI}=R1d)gH ztX`iO0)ORfyRUbos9F;C^YlF_7XGxIKlnh3!<9L`SDs06U)w2O=A{(UOFDC7bENPH zJ{YM+lABM-7r7-oS zZt7^3qBvw*m-$U1ZbOdwXqyxf@rx3}zDl9d-Sa`=2chTe&c8K4_}516Z_1G3uKuXj zt$$K5R(0%9kZnX?ppt&LVk7Ra=g`KL8ex5|TOmlT5e2LHr9<-@F}G`;;l;&`$Y5n$ z9bDRo%}j;6msd0b=8j88S2tq7dv#x^Nh5|nAIy=pY((>jj%uuRBX-Cc{Ft?cz5fMdEqN0RM zsYpesWGIRx8bzke?!E5(-g{*zLw<@fBr|>Q^Zm7-bIv~d>@%&sR(G#Nl3fS^waH;h z%T)rc8T6rJ*9aW@?X~zv9D#jTJhc7p5@_yPc<^sBfjeu>FI`F{Ff~w_Ba}(NeWk>= zm>dF+Bl=fKn_8Wm6y{C=#brWDYac^>Z36!?aZFU$WkWJN5`!+(L zKr24LbBaLQWt)mVAsz}cUoSW}mxoaG4!iM%JSY~6JqeZOpe{&TN zi&{-1rImQd+A70LR^#F0tyL@KH-1{o$IS(pYg%g|dc<6YycF%`5JiO|@ch~SE z52^X0-zrOa*vAUku(yglm+`L`8TCBKweGGtL?`!uID1hGhX?j;VV7e~Jh z;cncs5#KHzCTRU8e}C|xyJpL+OZ_}}@GmzD{pBIorC#;g1P|XdRtHGT;$z;`$cn@{ zeB}KW5?`@^k58Xc95ST%Sii{enW_vQfg^^0@>cM1Kxdb+?ixPss`|ziujONDQQjBh z4SYm|{!y*d;-lw?THroCK4>2{R&osa_!iMA;b_8#jI)B%w>^A}zAby^xsMO&Z7G9& z2lzPRo4)OwJsDT1DstSJj|KJ8jiK&*d=DyFB6^aK%mAq)H+}giI~V;_I)D$C`DMMy zL44?D1aFoP-&50emk(rq**PZPKau-4zmV+nnU7hs?OF$G z`Ji6!T5yrZ#}6et`56`;wz4KmBKdrb)TjRtYvn^-xhLaR2OnN*)|)Qv;Ugw!PV2*8 ze6Rx6hAR9a&mm~R&SztM?DeeQwPA*j^y;i zPxQE}?IpnN$b-k;oD#sjQvQ>+zX0nlON_j|Ai&+vPDWco1c+DCPAa-8K+}q?{~28q zKtZxhyedwBwQa{*%EfwTy4%c}c(cs@g38{nbvn{9XaB-TT$OWsp3V#dG(Rj|iY8wqL_+ zN&vI^oDh~!6T+9w7k8T5ghal2de_1xl+7i&PfIu9AiwPFh-?!M+jnM!tZG8NXyKjN zN=?YrKR7p1tqBeL4SZ*9Y{HLWxmD+Nn(*~}_|H!LCX9Yww#j^Z6O`E1-MKrPkis)x zC%Lx?vd)Xym#oP6KciDdZJTgN+-h~WLlc%>KIA2Nl=SyXeUjlp_OIJBe#*NE_77C= zYo2X_PrGe^k4h7E>~X2MtJ{Roy!qNm;{x<>pT6o`L*~;zceBn%0oEI5KU+iEs*IVE z%9TwJckMsloF;%#yJF+7MgdwSdS=GwG~r6QwYD&ikH%UxTKq`?_yw-hr)D?d1jnf} z|8Ns-j$4bp{z~5KgNDY{+nO*kFNpj4Koj1No%|i#%g6JU&)(8x|HBc#s*f@PSWHp3 z{&Eta(9hO&6^opgwMoM*R)8hiWup`1J)6CB%}gin**|RM+X)W=s_Ey~T!|pxr+Z4w zxGQ-d+E?YY3hO3sCUSLcNV#uWaAr!j54+&V48mS#czOWJ0*hbrT;7K^2RAxA8H5|F!}9 zZ#suEt9L0c=-OP$NN(z4<$w67XBpePeq)y_)Oxwo7T^NuSr~&IOg8H z!-j|KgE9Z^X!3CXyJqxNvVKvc*GTn!CU7NB!f5YP0(6@2uKI%n4(#+jAbp&`f6qTj zI_@GsNo&)vP$A$Uq#{|ML*PvJIlYfN2-N>_l#3YRBCjM|MVZY-{<8eATJN&)HZTxa6wDT{beJC0(1s*zlL_`ZAczhD3nD?dW4{oNc%m z8fV8wrUXmut|c46p)DU|M_7=n)_mf1nT7r@so^UgvmoQW?q^de3z0M-GyRV&Y@=J8 z5bBj5Df&N6UNp0?Y4nhwLe#>E~qI=;AVj*fgpN92X- z=$9|)xO~*{WQqYDVceQM*7N8%JY=+`T9yu@S%p@v-y3m4RMJSyzY)r#XMXyGHbP(< z9W7+ph=S#d9v!!D#OnC=#w*H=h`M>j(?+uqeiJ_nMz=MhB;rJ@e?5)lNBU~L92(|N zg&ed0O2a#8g~76)G<4N18=q51LycFq)SU<#*!Gf{1MxKUEnie%`H+T(k5*F{YBc!H za_Uynr9pST{g^*!FrTg6T4GLvvFiJK|72-6_1bd^N;KG2yU&yjP~mn)mN7a>MeXKC z@fve!u-U-QaFwQ^X)3s<;|Ud0cSSQ6y`th;m0#8NA}X>Ic6{-!ro#LUOfv6KvG;?A zG4nAMPRTZQ)7ey%TxfOP@Q#W;v#97-SE&e_@8Z@KN5zCpP;`_66{jYw9@MK-VOf=y zEUQO_tYO%$cu^`EGjA`IlBU9_JZ3}fDk_#`#0{zZreLecwM`!;D42DUt$5)!1y2$K zi+`n2aAsTl+KB)PmbuWkY__Bzt!6rw=xsozcaeU3eFNCj+e`wtG+;QZYuh*51_VpK zJ3UXh0X6O2?mZvsvASh^IqSA)ksn!$sGH5hVzl@aJwgMXn)|H`k_;NHwz*D%8x z^refK$qLor=#TG~%hYP{XiR^p1gfz?Hh~eiy&5b0?%UXsR{r;m7q=HxLpp;SA>~z# zjhn*yIu?-Q+g{7;)+Fsjq$ibCg{SI!Bp*GhLVs}Jn7LFHCXe2(-Vs@eb+3Q?C#zot z+jIrZ6T7Og*nIc6XnrLO#L_&JTPmS$yJ_rjo$Y?}(<<;@>)-1m_bPBJ`)5kk zjtUGt@8uokm80#drFBqS8NRe{e^psjhK^)r@*m+coR@QSZ{5tskNFzrO!{TNWM-c$#o7fY-`2;Lf*t2l z*_>924Dq93u~&HYYfiL-BR4)a{eyaL{-wBqLM-jmR_Zm(?nev&?pS$NCD?XwtVw-K~H_ za)83;Hx+PqJCUp~Q~|ec$;wX}pRs7_WLISDXQVltY&hNi8M3>yw@B1|M(D~b-S>`G zqLX1fP(a%ItHVNKLo1P%{5dr!pb{2zGlPPON*pgs)t;|a1?t%Yoaopp5FS=l_uHy) zL&xaQLa}Px3Yx5xoL3F%V&hko+12PRy7Xcl`CjfPIq&g}tH#cG;pWHb)i4@LYsvGh zMq1t7tq=WcP`rBh>fQ}Ckj-uDo?loEuWFO*vXeESNAW5Yd~2{Z=}w+qZ#DT3IGecWHnerx;Hp`QE9)-Tq0*UCV0GCgN8vVp@wx8_o);&KkT5Q|P>ITnl5q=E-jo zwQx>2@TRG`23e1PJ#FOI;9|s)PZU-SCJxkB{+z7AX!zkBIx4l8CwcLX?}u8buh;&O za-kMO85*aUdbN;zx4kS@qZV9Nnq`VpEvZ|6Jk*J=#qcIVJKB!4Op^?w#9FNJ8r%Hb zs}>5uzTwMEYSACK#d9h7zXM_qemkRI2hR;9nnym?V#ACLOttIKpxg0PXI32^J5qVm zHg(Vy?HswOQHOaq)tJXp1^$Ilj9dU!rLx!P@n>@Da_O z>Gcr$;<~D44~aYR93Ray_1JtN>(H#GdW?#PRy-o{spH3Z|6KEW?uuIny53+4>f>lQLVT9Xaht`8&m%rZopSl^$P|T4d^Wl z3$0?2cCW!1S>*;SYK-z|cW3~`F{edGlL8M5i(I#r6x`6}?75mxfudWzT#GdYT)&}T zwq)G%gAW52lDHbZ@5S#w2@RNZUHQ*OuK}#oMS_-&26zmwm+ICg{kZ*B+9?!tyzHZ- z{A$4LdPNtR#|@ZqS^ro2Bn1fxa&{M0D7ZBerA^PFKwKy4JYR-_L~CgaD(Sz`tyGP7 zmx6iEQri>d$n`U_eZ&l@2s#sIox7QeHSX3+9H0a5J5P;X?vV>&sLq*t^DF+Cv5R-?|5WgH*7NwW;h% zr(ylDrnrI^4eeJ>mL?TaA+tq>;S);6ZQh;u{xcPu3yq`*vM#vH2iD$wXmSS5i#~YeumwRINnZk+(+`2MN;h-1V0)vxzFU;?ZHNrzg;yv zHqnSG;*-Ai96EBJI8{(3>9DPMXcI3-hivLho{I_{m)0yS(a@x0&DRt8gInovp8eEC z;x`?8mHbmJ8od0ckQQI zuPqE{`P}5X7&Fj1w7p}GIRhb1W+R&pGVso%#@IrHiGpSe#lvDuTuF?5cTs|gZ`&{T zzh2D52TSDxLd%)pe)Ls!U(Lji>sI4zB_^tj9WyM~F){s0i%#3fM5@|8x&69KOm>cU z^9`6t4E0lS1rwqHhgE)MQ{*8g&VAo&FYZLf|7{kK z^?}O8TP`!Z#e z7$)wkvrFr4GI8vWo!`DYOw?xy>2vNg@oZ7mN{7cx$cdM({`!OogL6iP$FrH3+3@CU zZyuR{Y-sV>x8(i}UM(8?$izA?U;is*Ou)`xAX3eQ$T1b;8x2gjn%6vA#9-prY>)ZL zBwzj^B{;eI3loLP8P%CzNuIo*R!;ppInTb})a##2EV32*q&L7s$oq$)Wq+Bd>DIL| zon)dX;88MV77KN}3*T%+Sy(o-UyZ+jg=67yXPg(YV86?!s8fc8q4tHs-YZEzhv0n! zYgq6^cJg^u7KS@Rx~4X;z@7S{8A0-RU+wUw_H-QE3ftJMK zBo+$i>b3_zVu90~pdpmOf!PtQ#+ zVd2cE)Y#fe7Si;?P4ntlFk3&Epwq~Lw4ZBh5u1e_Ec!ZQ0SiTjhUaTrS$JNUU1{0L z!kFU{Nlp(7niio>4!_C$y!r9`>mL?ki*1LGkFzlUMyYY%3=6AvsmA$>upusdyJ<{} z4GMokB~+4)-3$-^IZN5F=%<(6kYnSyzQF=%1yX-yKRukR!p1HGiOkjNY`At^9LUsU zBU#N^k%NbH7`) zel_KwFurJ=r#b1TuYA7GnvCBOU+I5{gXEjz661~>@V0n3g}QREv7P>W4yns;-!K@y z;X~^9&6&p1XE|8;O(HJ&JO`rJgPK-f<{(U`OC>9ugJUgL{^~ItL`N2ty}ro-Q(bw1 z{v8f9+3|&7k(vfa>rD;u+F1;_H5uH z;@#%AzS>+&^`-qA*5iT|IN$P;5f|!b0+WSyl6LA_SBx1K9Nm3d5>{M@sTYSN+LH0V zs#4?}xaiq_PbR~Ki#^NcxT|__@qA@Ke%?tga=&y;>iBVyUv6Vo9Kc1=%F;yRU@o#Y zskYaKl5ut8HTFeuvG(F%5a&7<k5Zc8=$AG1PCK5c--6o5p7?a|*fW-y*T@W(gNDHBo`mm0UQsFRDzgH;n<)*JnO-O5GO47ZCz;D0&WEVg&NdN1l3166lqc`8}|N0AC?P z?}8iwhs__trsWBg%EmQBsE}>tAnEz)1XdLPa7xf5P#)>^OlAv#hrGC#NqZDZ z4vO&5d*|ShDk&b;M3=T%G040JuYI%bB@nBjAS>)kAUI!H5FxyXO`V$QV*QbUzW;<9f;aAb2m2V782-L5YuXM zmO!zI@%V2K@_h^#>UA$BplDrEzHkEp(``4yh%qk0hThE|=;z|q>mk2C(gd38mO1<+ z-(y*8=b;JmJ&VfqM-Gtvb>)AOj^%N2P|#4DDtx=EZ~*)1RSn*;85m-~a) zIXLef^+1xu)$nM&kui4?hnGybM|*S7@hdm!>lqSv9~HVSxxj&91a^NbT(<77Raz3Sfae{9G+ldQ;_!-4s;(-{jFa&V@m@u<>Q zHpx$>eP4fP<50$>Gy99!=+M2UCq&l4V=)Tr3TxS<4jwDNe1eTY#R5lFKe7%p>zKq& zHhTBJm^^OIMu1>mNS_Ux1IP>pMt4)1%6cnG77)su>k_U|^eQ_kUR) z4BWz9vG-MUthbI5(qzyP5hk#gkD|kf6}ag_0v-L~t+kbp=+NzZe^T^09d68}vb*2V zaZ<4Ka8xNBhf@_yS?A~wiv4eRStuO|shSH;UZ-Q{ANk`BzZx+UnRmWotPyttjO$Zh z(h(Y~(*Ks!XK%h#G;CWzNBrF>5o=B(cG|q+5p9h~oXy>Df4>o{JT}JGKWW7O00030 z{}fkuT+QznCk+%*Nl8O02~iTF-a-_)%QOU{%skYt1Bf!wC1u?4s;>(2Cb@7g+gcs?uvQ&LWpV2 z)z)i_L^wV(+{*5U5HCnhtCGfqSdn_VqD@?c4~A}67RZWFQ1N*(JVXcs?Tc^4jD;xa zkG^ecE`+$yZ}!D~LfB`Tjgbxsq1x+IQBWzwoqGWX419&?UMp+~3nt{&9c=B265_e` ziieZigt(ReN%jBt+EdQ?GJOP4)_5gm!xq4{;%dhCs{&9?7!1ZI3h;QN&U3?b0ZI>U ztLe`d;DGtAmnD?~bnqn8Vw(iG>Nu74^RfV|7T;T`G04Z3Uf!Jz6MV=`7j2oY`Jz27W1lW?G5^ZL)vqJDs72LqwbQB$+IsGgY+TDgORM0p>V zX=@HlJ9qjhIdiZsan2(_jk|4wOf`wE8SK@O`_$EJlWd|L8s; zbCfu^9r|Z&aT*){@;_f)lFx?J50O&x88))wu=8&a8$k-Xw!64&807?oP!rimI>wuEP72hJZe~L8bnVziJ`<~r&tFkbW?}~awp!#nCMuMCRosf1aQa$r5J_et&tyZ? zBRUgFYgb)v5;76CN58f|g^5KoZx)K@FtP5I7+8dw+R{ zuMHFAXfN4>BTW1!dnK&&6caN|zN`@WGcnmYW8L@51f`a@&AZNo@hat5c{?TwHNAEi zyD%Y}ogCui&BS~Sr_N$yCU)c{MHECZp?@i6dVC)f?=B1#YdSJa$^dQ7*?0{q14ZA4t<4w=NX_2CI?~F3c)aZIAOctM ztIY4@4-A-9Mct)UG7v^RaiOP?xaTbHInHH(%Xd#%{FDLh1D1u+*$lLN+A)z!;D+2B zqi_h^@KEc}Ap+Ouow}dy69&#Q9#Xnp891P)c6#3#2DZJue?Y>N0XdhnJwuiZTuTrI zY_TWgM!%o7(P6+TE2~_hu?1SrL$`+cEg%(XDkpTcp!4bpd5iNcn5VF)nl!%!Wj$+M z5uvoZh8YAb1=Wd#=;HX10#4Mug zLnE4?Wh!lc^uI=|E4-e+_ErNDdjCt-3#`Y}4LaTMXuvz`AhS(+4ft^;Ay$bpsv(;SnNC%miN*v)2gU&NY?&(cPABrGXnM}-l9TI@Ga|OFa`N`@;Sp^Wc;|~ zm1;1X48?U#9eV%OK<}MNm#P67VNy?KEUc?R+JxJNz=RrTCK;OfJJp~_NkeSz*&2|S z{=b&0aZRVIF(kVR*;fn#l_aX5X7fA6Xu1+bBQtDw+gIYmxXY$Bzbas|MIx2&Ux{At zoISaxE8tyPov^5sgzWlu$Mx$;i2F+J53wLYtFcpe$%it?jNf^XytWiedpmATOcvv* zx3XBRX9;q9_9yBn7GrWznp)V?BD96B4^Q`bjMc(U@i3*w&V4u+5NM{WKR^r zvb1$PYgQowbc=6SX;XH7%Ezx`riwN41)v6{FwZ*_f_8N?i5^)9 z($M&diLyepE$|2uG7GTHz*N^p>M_3M_8bmg{}?vv^}abSk5OHIbOA5^G1_WBdc2`L zhEH773t``5Y&-O?Vcu9FKIjxsB()yHnJU=7(!B^;YS*V;#uHTP?%O9@iXkq;?d^9e z#?JkIGhXJFqWX;5friRbTuyG-n`2&v+_Y7mJB-TU9%JJ|ng&!9?GtV?tBdO%~nV*Q4xCsON-zJ@!{u zBy{*UAZoz*ur#d!$DfuY#40ypwsW(`yT*Ea^COqtZ>mRq``Cy&xdB%sju&Kw)gwM` zGQv#k0z|!>iFSud?VgS^Q#NVM89aeaVqCi6Be_JH;<_{WAOcLQy<4>h-9}VIV3lu zG5vP;n?21q`qK5&S}7V7+XF`~);B}LN$%gfD>P)>$+-H(nufC`^TuQHX`tw)&wpM{ z!|@zDn?6sXPhD}F;h;=IR!y&Flsyg6qfg#`zd^%9wCokZJUXtlUta%phz7=Q2P^I} zIyUKO*DO9jhe@#3%yas5H1Hc%+nl7~=&haVEn8_Ax?{k#kfTAPzF^pT3k?m+cP0Bb z(oo>1zCZOl4YQQZF9vdH&^_JE_vhilZN06eMcj1&~e&Qv@?Z}b6GzgkW9SC znbh`WlkW*X|82iFluAQSiERIBcN+TKjWBkNjzu?C_qE@m!&>U9-wJg)D&|s+M>`04 z`MD*HKk0b3E=YRkD?*P!<(0Y)I>wrrj!l_ z{Qbu-xb-j)+IH}u|jS%zS`r*fI(+s4$TE*;{!^FZD!(>MVCRUcFUh`6C z;?uG#q)U2CBu?5oCTw7W5^}Nc(KaSj{p0&8_Y(VEf1C`{feG_%Dh5wonF#JJ*w*L6 z#9=|o&Y_D;9Fz?|G9Af8Ju|v;ZUPhWVbWoW_nAn!(=xm)mkB@bE!)_|6(*L=&rhS8jnC#!}1}Q8oh@hS@%Vr_^ zzwqHbr7WD(vyD7NCG23a=h69+h46*juRY&`KyhmH96$&>F5*tlBv=H8F3#NMCr zciqHpHduF`@}&;4(eu;CUEvrT1z=2Rc(E~N_U7K205(?ibJm)Kv%w?9b9cqDk!-rb z^QG>=OiH;eaij6GGDMk?|5{x zxR=nQa!QB#osbJPYG(drW10F~$M#tqSj_qOvu8dBcN`h91Iiq@y5?y9(c(awb+vxh zI^y4S$<0o73kNZ6=HHj@;$XvZwQDO6a1bszre;k1m!5RAQ?`3>kp8#O#`+uwC+T5d zj)ZcM5^*rn^EwBj*cB=l?r>1Na-!-=CI{wOt@{!l6Y|TmKc-c4VDRihSV1!f6rt7P zYCZ>V71T(yXM}v&u%+l7hv(h1GV+JNST|tz;H7ccOITEG~3C=B3&!bLgi=*yV&+pylVz5xnFDHYGe_uwVNCjNn)a5;D zsN}-+WaegGBNr>P&UZZHa`EuB<>}r|E^3t2#0TGSQR*;~G4X{9(^T$;*}u6+eEXnP zVFnKy)}HrRCe4FXoaGFCMIL&FRqvZD<6*7Oh{5jFJmmc0@(*t0;Zky@+wtu@NbC%l z^!bm6IsdGZgB^J|*sQL9&5eiCA-~y4zC0vr3S1rr6SxJB{uW2^Q2P7AZE7M9g7H0i ztTY~;tvnmgw3aglMd-dcf=;2CCi&gy(5-%$GQsmI5hyx-9m zHt_NNz%#YTZG3bepimO_^6^kI-6q|EkGzxNUkY6LSUY$kvf77_vGN@%^ox9OY}Bho zk$hm|$i7!M`9z&GeC$uz#HR zA4l{Zf(^R~eMdSMqMwf!F-MB_4)O6gZ(_USBp>maE#2-?0?e|e1^CMekTpkqeweBN z!I^0Vak>Jqe#M)otQX*c{mbqgGXXZIUkD^w2{3eX-@-;a0m4PbB|H}aLMc7&>ivf*LeyuS++U(2goIJnf?5M1mXU3GSX+g#w(qOy*eyg~^WWsRwn7|w zsuJ|=s1P&dGwsGag?RrUdzoZ_5Dz;%JLSTKsJQjXSv^h&`)hpCs$?M^%fD~g_(%wj z`0ThH#X^i|#EMyyg{UfPU*|*@qUO$Kt&>6_Qp`_``MnT=)p4aeq*sUqrfsvXeJ9RY z$H=$;3bBYYwIy?w2RR;zwI6(%yP)TYJX0Ii;r(pPKJtbM*9-$>~#@d z+z~T8e@6rsT~W?6Q-n2^+kCAaiy-}G)#ruPBDk^T7Sfss98agGPCP<>-VWDaog!Go zC(kQ*Bf`wM8u#m8M5vF7QoHv{1nkr$SNH_er_xFQr6#=QoJoOg`3jPfzLyZyG1=nM8YnqU7>eHL7rz$&55q&;pPID&{>e};cPl&Vdi=p>+%O)n`ru#?LmoZ^SO3N7ZWMJfAq>ijB18kGY zz-Si+db2dh#S0mjn%t*xT!n$*J%1cdtz=-y^3zhq11;c8f1SKr-U8LkjMffaV!!(t zm^D9-j=yUS>*FL_FtPcK%rzk$8^c~p_9fC`E}h-hYfVRQkLt*TG#!0x>C{Iu#GdK3 zVs5<@9fO>sN!QNMP%1BX?$}})rsvrSoo3N6aNjdksi_Hn3jN=GThNUAA6J#`f6@ew zXN$LoTr(~=c=;JtH=@8~#qo6aMhH~qiyJL$MB&rx9U(>yXzg*`y1%;~ZIyWi=fmrf zynog#hrD`>zq6=Spw}U$JL3h2f8s>s;|oW^>fn1H5tdg-S=6aUwHuP1lU zq@wnUg5_E@3IeAWkGC3A;8A1cZfs3~ez(oj(lcbN?p}K!I+_fdjk~tXE+b=ZF8P`3 zCNdgo51yF&v<4XzNv`lB%wB-0=&Xqxr!nGUH!mL2`M zhifGcC){Z-w5&w2*NzJ}Ix4^{xoWvFi3FzFbKfTpBt#rn-#UD^99kAJ;t?%nps7!r z9#kmD)8I2^T_xq%?m6SLl96__=ULMD4XIus{k_9ol~Rr`LNqxdvwO@ zJe>W>`L-xB4{gT3{7XrB5L#E|%(Kk{v(0o(T38+&FJ4|TuQ(4Sq|Za4FY@p*Bx6p{ z_gu8q=W6&X=Rqm<>#JW*`FL$#+;J@`A2ZJUm_J}#0PeRu$1!0(z8z6<-F>bAOO>lD zb;1kq`6%CIv)W@QIG9R|E-u1On;yRXU=f5%a~l>|m0~i#?oD`eDV%#_DPMn;LOj1l z>+ZQS2p6S))m|qUzy4B6Y;$?7;&)M#mQ;zB|Bh`J~kiH+cS_xCaTs(#20+6LD^!bpB}iTZYMH!5;#PNr;lOl&tC|A>eA$ z*V~RH_&SJbPDhilbP08^=~p>2iaihS=pgbW?4ZGDZYk_4?W`sP%2D#r%>DHf0#EJj zg975+j21ok{2!f!8<%IkD%niJ=d_d$s)RiaWbLGcL=sNTZk^hvPr|$Jb{9fx%OUyA z`^jlp685t=@6}Uy39=kCeIl>N8>YE1%!z2|LN` z%g5TkkudjQK5RU~LEon9S4)Y(pj8H%)-<#4t*Ir8E<5yye*;t9u6P;*l5i_Q@7 zKl5o^CX1-MHKCt)#JiO+Q-j28%ZNNI3KuLYM^WH8k2*CX4|x7xHe4@>d$($m?r1vN-3a@FkCu0g-n-=_Vt@NzHaJEFh1?^Zf+Krsk$-caf8cTA9Kq9139QAy@ot5t8?`VF+mb$zU5f;1$2^tV zTI_Pxd1n2j7MiZn@1j4}BJ5X9eZxd8^mpyLII^$~WH0eNUEMm&eQ~4A(X0;MPt{6- z?dlMx7E*f7yAEZ;8NKr&>X6Oyc{^~o4nM53tQHTEntD|J>XnE@IATr9-OFTY>f232YW6*DTq$K2Zo-*pN)z+ov|Q z@c6<(^@4RgFrvjRpBCYP{;^NOh7(nwHlHW8GwLq1C#|~RS6U5qJ9I7$R8~V-g2QDC zgBmDaY}21}tPUPWj#<>3)*Hg?2UO{)wns$eAA|XG1>MJ~1R! z+)@qn=lTsQJ~iNZU+b42s~S$;xW(Pq&Vv}MTdTU(@Ibfra%9|g9>}c1t1fSIUgdlxn9N=JB>S`y#^kj$m!?)i zz!95U^`%uXDOg*2>s|#+gam&$`MeUQj_1CwT2cw4x+~VNn5~4{o9f3t{9 z@=E8XPzf9|VYN@4EC#6p{XKKp#gOMbBsub}2&B?4P`2zYgd^{~CVf2$VUt|s^grZ4 z)sG+64$~aaS}v!gshJP29YvpTT=Sqm(PwH)ejZ$NsjGJXkPE*A+MiNa=7F_kz5-)^ z9t4&c3w8$Pfa!_?xnsN>xF%}j`C&8%;yuzYS8dOM#O-2Lse##$6My52)VpkW88Xlw z;GYQr#U(pT&aj~BP-b!DaTXX~zxT;Bjs?6=#Z8g(GC-==^5S~)3>Y{++~TZDfL8gD z8OPidV0MNyYS7bxM^zCw_f3aH7K2z(m;$_w0+AcCQ=$9!>zTh-QbAb9Do?I90~CL0 zJWyFffVz>KjK*jhjK{NNFRV-gs#CSo$WRIp?=}^u%M;ML=9SrkU8!I_E%R!pIoXe~ zV`_g-1r=NlTg}oSnA*F_n|x0tB&7e3at2WKYFOoo4>Y-LlLkuv7 z-Cr?&!~nI%cQ_+73bagjYGz18LF=(nLF%&zaByrbSz*h7{#Q?9#izr-D4@K)voIWt zNKZieM}TfW&)A`b35pgsV~^3I;J4=O#3#p@K$|U8y%frX z?j*N23o!~*oKD{|o{5Fu?$V|^i(*0epSD!KV0u&wU|BPF( z!N}A8I`cOHgnFgM{_8BzwOuw{7e>H1|7fiQWPt9C^#Z|0X<)-})Gu7bf(ib&)vrYe zP-cq%*lSDvr#)*=?9+6ptC^U)UCo97fztK)JQjqTNYv3Q2pAAMT-JG$fJFN6MYYYz zpp|X+;=n_)-@tvO5Rn1gob7H+scFDXZKW04r9r!CqKm=}l2_kGt-MaNA$CHfM8BB@ zw^W~|AGT&es8n`P=2{k%$tv6C%o4D^W-Yr?kOlly@7Q3He|2-Ru1A+k!Uy_jyMV(e@=Z!O9PvXr9|Lbg^+-`U|<(&edy`rPC-UMWwkoeV!>O9rlr3^SRf_WXf3ve4P(uRuW`F+?x{=zDYl8# zg(c*Ed)f{!B-iViYcg;ukUZyK%4t*NInwj*mHSp_0yX02xt<3E(3P@Q7EZ9Cd&{C1 zjfSb9P^)%+pD6(jo%b7d^3s4R^0X+?FBvH4{-=za4p$b|X6uWm0H5J%Eqk8@63h4c z3MMB&tHI>Hb(RG1d3)}w&;S2Cg%)b_*`QUK9Qimp4HTVMjWp&FkQZ)um{CLGwdbbl z{gF(_o7foZa+eL`+hm6S-OYl41V<5;2^&V9hSynrBc2j*9|F3SYn(=_(j?o1F!P@~>oo&z>jF-bo(a=<}P zbj^k}6u+X${cFO~?(s6_2tUSp2 zbEE%JYaUD_7GM26n+FbKQ`a_cB=z>fiBuc2d|*D(9Z&Vmhs29{(H%wk(CTnzaA|Ko zsB3?|eNc!4`db&Q_EhCS<1OW+(z6`U6m?lN6v_e1G?wq0yX5$*qe}W8$-Z{@F7M?9 zps!lmU7}F{ni&>*-(M~OflO(}%Gd%hjUtA0_yy4TZuYFpXaOA9MVp^1Q3wZ4ynoew zpb$Kt__vANEQHaWjz2Zi3L*BX;MN;Y3c=<-aAQptLb#aqgIBUeAZBkVBxG0w0`Zc2 z)IEy8x!M2pwVWbo*EwjL`mzX=_nmNR`Bwy^o=dzaO2r`1R+p?w-b)q7pS-v6F9tPO zd@Z4*7(81ek3Q`yhKVI5DSsE1fbEBbtJ~B{;DDH4%|+`Hn0@)=PI7n&w6hPDzTlOB zK;6z|f`cWnNhm@oO_&SG?_3k^%5dR)p=eZ_8W$e1)^>b8!iBK_&9w{8ap9%jio4cVDiVt{guisk=XT2jSy(XowQ|MvC%+*rZ)L_Syr<3E`jy*AoFNH0}g@^nK zOF{cwZE;mYDU7KpKN#&Ug-}HwANg;kAmZjSbV{%cE}0e`j*u*a^;50-b=%6ouyW18 z?!#s9?^N28hiA%Q?C6${dQN2^($3MI3o3)EQH2J}lrqqMALsqCunhLWtiNYn8CXm! zTpM^=2Adi)_de+<1HXZWEec=C;Ousku9_b$ZmGD7^tGaes75vflY?||^ zfVFqqzW7yELb`p9t@x925Uz1N-l|*-hAuf(jRWL9|BasfFSZNV&wT1Y>eiAErkgFAFA}TQrH^sRM&i%3-R?I z$BwMvg6%fC+Rw#B;3yU_dpy1vUh9;ni{=*q=dH+}bd4gg-xuV(+qeikL?8dm@!`Pe zSaQziL=F(Dzij%-IPmMga~izM`M`ZFkh^ko9_%xg#=u3np!;yGfylXBNQSzT%${6G z7X-Pm=h-l8VC=hZDi;n?l+)f==0H-+r!C8lk@{lc6A-i|8zS6=-+gJ!ftP7nLTh+g zAYsusobi$kc*BQ#{cmCMLMGYuo7UvPWQ5sj>uFS*p>iYoJ#zF9u!gl=ngM2Cj>A?0b$A(vHN zsQ4pWoL>-xi4)o@(tAU3#)Y{BM4a>kG%^)>+K(gTBpLW zU-$a_Ft2c=Nfyn&ye|-Gc9V;~w)>%$ z1Np&+b}5(oA)%n8{Jt>^tzB2j5N?5(c;FJ_nR^rxZ!Yb(wPYZ(V$q`{i%_J+a#Gkw z8A$KGf2U@12x?uLEsR(nfZUBui;~&FNTH?NcrhD^ie~$7Z%Cx0o8Tr!kcl5A+6k4h z*ZL!~$J_4i7cZnqw|8&{eX+f?MO{cE0Bz1%#U#@saF6~&{tS(Yhq{Brw0p!}Fi^kv-tsLZ?kXLzKeZ2%JhWcF zqWPsi(lRWgvRguNJn`aCmieKI6m?6-H($Jx(R`sdCkVBM z?Q3j*1ftOkM|p+GJE$Vh*(~E1h7OkVHZ&QBqSj80q!Y_X-i0^*FldZG>k;4YTURkq z>yeP81j+l>%P}F%O+k3YGLpzU7>}(+?Zm5xF=&0Fc>dq*Ow6JSI|%93OF``h61UtDIWIea?W^or|I4e&>K5 zwm9GYkPT1{Mz0nVxeWYSs$}W&t3a=ZU5BDxFu4dC4KzkHEMO$(cC=DjHFYO$G zk{;LZ`N9dbf)88BZgT;8(mL0M=vzRG6m&j6;R@EdvJwkUxPum9cRu^B2T)QU8|ba^ z1Z!j8qOTraprs@#$9(M#{U2D-tJl%NVYixi{|iz_8!Dz*bYI{S>Q_!}^8>1Ue%XQ# zen5B4s!Nad2fFT+gpE1@K<5bU%l;VvMw8watFrC@|FhLQx@jP&6!vcTArJ&ANjAE- zDuaOg&GeMyrC^}6w{(A99Ridz$$OJcA;3L;64cy7fnOizl({Jks9!3T)L)Z&FR;OT zkP#034w`!jV370ei?;qw=Fsq}URq`Zv~FX5?KX{s;0n{N>I=yGLW<9NcA5#+J%Ngq z`2#|Y{~#;+rL|zyE8#W%5whd$7!JTJ#!T+CjZ<pYq$h^FA#-8A(0j<{lN~cN+5N>u7Yx)zwsJyJwLm(L>>TeY~&Bg-n zcls3=m(yIK5cxzP@sM+5gMVB_p_3IXQFWs zn6J@mKP40n+@CeUvh#z$^2HO*e8LYdD2yuS2l>PDlbT(doqa&&R_RW+Y&v+Zb~av`7YG5)cQvm5qQjoATNvWc{eee;$Tb6QU~W|NLN?P4Mi#s3cAa$r^(mPS z+L$XO+Vwa+1UFzx9&-`-Y76xL7`|!q^?~9e>aj4!8nwi$w%W~IL2kcz;UU$VI8MA@ zj>o)_@1v!(@u@HJte3icy+i6YD}6-qls~pgtBz%=h9W^wt@~vd=;p>%R$9zN+cZ%x zH?J7{ZTHVic3BM0+QzhQiH^mJoB#FruZl;y;n~-coH*1B&>P%NO~T*o2FJF9MC?yl zr?`4D38|kqO`GT?p$e03x9vvJhvt+{YYCOR8y+xl%|qbXH_FTb9RvtxLMxqywjPfg`V3KbRHS*QZiKidS!=QeI0KEs(PA>DXye3-zInfU#}d6`JC{G2bEu~BVB z_LBz(Ss1Xj_VDwKEaV3LT$WYB#sggvH-jmesJ`~FTl~vROr-Bx-AK(w&pE3H?=o_* z?(s}PgMKdBJ{=NNW#%GZ^2*PW!CVyJKW|-mHy2YiGp#&BbCH%JSiJabE_y!qnXj&z zi&>I(t*5+lP#Eg1v@CM)08exBv~~{Zr`XHIO0$vr@1p4Ak}RZNd{}hyViwjtXnSe0 zClgi1=N7$x%EIoezE36&v5+sa#5E0B_;@;g>FGNxymDjlqTvt%c@pQTvP)UW4DEeB zl$3_!myK`US4v09!es(8as<*WdL_66>Byh7+Ln7Z6)8=u@B-xw9CdlY@VH6fY)R{b z5D@}xw;DJ-s%N2AWw&}?Q97C@BQIn#3x!o@G!t1Qo)6!-lqQhxb2=UxYY-$K#hUA* zGLUD{9Jin?6{*)d6;wA6C^41)IW!?13EySI@4sYV(jc(|HS4<1CfICGxC&kYU$XrSVZS!dO8~K8&(`` zPsJkwyqNZC0-X&l*L^4P9~Bw@YT%cNAC6AzF{)U2a#QFwIc+wI`X?pUlYI4_Cs5<= z$i`@5+>&yaK%+IbWpj=!Of3=ZJv5n)Qf~zH*3gqtQ#?}eyj%(@4>{|$BoV0E^n0;E zJb{W!+x&VM$!NZPbNKE03?z!)zZOl3#m6VVx>vAL(Jk%z0>}C3Sa)nu!-DH9ba0b9 z^6DzNub#_?KM7|dU)%oGg4s;$rhadYmCi)v^+HOYmgXVzhxoc?F%nn7eeD&UWIZg4 z@3j9vUIUV!cJWehTsrzv=%x&8UGXKh;%NdpSSeL*^G(F@fv&vJk_6=ESyl@|91`;l zJeuy4>t5HHUAvb+rf_rK?jROQ+}A(7p(7o6JF;~L7iFNzUfQKA{po0}A-jjVKMA!O zT2}x1oQPz_JNZN>qDrunVfOAsC98 zvB*pOE3YaVi_8Ld$$hmkDEzXjS@S{+s{h>aL2+>m25UciMk$X*^^%I@hZfOD?GgFl zKA-GAQ|qE}qR?8PxBlMoC}h5LN-~*dqQsd6GXn$@DJx&kIO#Hx(EDO5&`;)yowA9t zTSFXQ1`#%J3j51{z7JFp95-lRos&_O6;Rqy>w2Q$)ztDOXtO zR4CH7#+RApg<$`Y-3NWAg0Ypm?qM;RZ}>{$ZSUfOklWCiuzD~MsU0io%+yF9ze`e% z@V|qt_J=cmzYIVcJn%gy7l8e%0zUWMB=x!f!{1By{gA5jPhgHp`uMl+d8yXE*ngV7 zdiw=aPIEp;G?!7;)4h@6Y{f{?^g^uwYc)piZR88RpA>QPKrO;JUv8B<_D>c? zd@XfFA~Q%Z*zguort2AtzBnTh+P&X5$O&otdk_4Ucf@`LCAJ6O0kvE>edlZJk)P2& zes%IXY8@^+QM2PJQqDx^galkdzQXEE-H8jNK726~WuHSzZ~;%#iu94Ci5XMpEs+vu zZouDYfs}np7fjZgBfWh-y;j!@DgV{2-Y;~V^q~*gz1oM7@_A8wvs6vf` zaq7Qc7wj28*_^z)rdkhFUak1h%wnL*tcz{mn^@FsI2C$cJq9T!8X?h$fvqwBjYv5M zB45rwXsO9LB&>YHr`V*wOc|86-{Ay&i$DDvhuxvo>d2VKL;zSLIxINh2}Ya$x*YNK zgK^5UF~apG^rs&S*t+{X&|Q+BRZm<-KK@NJ(>RCx_cfxwojq~<`lf^SwysFMFz#0r z?}53~S>%emn5>xg24C}qf9K9(1*7<}OY?ePdxUVA? zxfZ6$W-5tjSzI7i5|@MrY!~jT6iPw`Tk9R$eUowY^6uk#GifC6bQX>HrJFX4%$PQ`y*=r6{5ql#NGrs2eu6=O8z4Z&==+98~_5F8CoeA2%ho z_w;|_;916cX}c~C?#%spowuO?!{a|bd(c*Zqjr)?-{cBVStHAn`?3JX&G!VY_uyco z;`HJ#o*W#}ZEooK!$GmAt5v5hI9MTad+tBid^Fd&sw$twLAAdpf_h(Y&@}ey>Ssko znAdMpD6*yyvt%7iZ+|F2wSpvZ+gT18nO3IMKPp7wy%xTDCks$<_^O!m^?X#JemTGB zW&s9IRTYU2<|Frb@1#s}0h-T^inpyRz{2S;>UBE~b|3xnYuld!6u9U4azvyU^+T$! zRx}r(W$>-fc8p>yd@S_0CanbPZjCfsHZg(11`$QNcA1w&c&SJ|GEaxaZxNa z`M&>AE?SJq-<7+~#oubW{%h88anpMqf8{YQs+;}X6*p3XACmSuZQj7e;M$>~m02Yi zJS?a$99@DHZ#ADt$CjYl^9_~8%ZqWuaBlur`9kE%PyPBKQHZ)@>T}Kk`Pk^_*}lss zA0_0?q^aCI9F1VvZrPiMmJZG}-L-kBzq)Dl+vz-1meepP^vp-oCY#jYtsIncbqkw{ z%tKB8f9xfFdDuSvsH0dg2NjyU`YRUaVz9WO*!yQW*sOeS_+oet>Ce7~%g*NDmmrul4G)SIQ@I@y_ZrR}Koy+9)KfD!~5%009606j*mWmH!tx1k#n-{ zm%;j%eJGDD3CXdW&W;6>Fey^|_Qsh~ym+_#{?St<2uU~+*Vsk^OWEC0(y9<-VXrj) zBP68rB*c_y6hV8>{O!|!ig8uAJ*gs>gn7Q{CqoCz5W6+aHl9@q^KH8?2AY&%?!kFd z9F>H*w4`7yRT4Bbx6~GA6k|HjVX*582?41W=TbyTFe}dtJ|tEK+PZ>YzcWaXaypw3 z8dD0M0XLZ{O+v1F`A|Ns1V$HwPBuuEpugYpy~212_(M+!y;m-QgF)Nrt;dS7Dyt?| zT#1Bk2Ti>PVI&j^io6o3Ct;*{NnyB738rps|xWE#5={HvaG42NG$1g~bF%3TdI-P`|yLTlUHj+^B<92{RdpSll8ea3;kl=o6 z?e*rpg;=9DXXal~j5{RWu`JnQXxJ|87Q0!3M#~4%))EEyPlzx36sri|KfkTod$j~C z);ZQ!YZA!MzNrQ+FGgmXmoIZuG4`43uRJYK3>o8gv)|)I(4*VMJ!KXlLQXJi{Cz$+ zhCN}kjC{B|bTJ;r<)hIgGBL`L*mqf5qotY;g9&N1KZ5yKEMh%FAI(GebR0dRCJ#Yk zo>y#d<-tN?PV0b89+Fp$4{X_)hs9#cSBvoG!9?UK^>2SJ3Z)KCe<0-|Q{SG^80UgAtDzULX5?#xbwc4X+rPW@ESHdxF%e@#J@7iE$sB?W5V`bRP~QsAZ6Q>`|h z44&UfNBU!vA-eXn|K+{O_^bx#~A0 zpBlu1JU;uuEIkHNap(Uue~1Q4H!WLie>A)t80Re`qrmg%%a(Hkw~_1oy;4`^HpaX{ z_~))h!ohLJRCLQNkU9ID|66ej%4^lMPuoX8`-@;{b;V75->{d5?{7G?yY{l|48viu zB#qObb^{jQ1FmMh4}<7}+V#DvVUW6z>TR?l6xyMY-yhS1G3Kr9`1wi@#x6%4_Bj*? zsih%N?OOvd)*!y>hNM4Ohw6IIZuW!J=|R=<<-U;W?`(MA?*pmlDxQ-5*O0sIS9thZ zZ?KZBKJZ6h0jn$jt>%6Ygq2x&`Tsc$?fq>tYo(mESj?X113SF5ShBm~oppk>c%0*e zHkF+R&z|Z}{|v04os%k{zdRUWep?2&%{yrE%p9Q3r(1)ExhPmu-veV|V&`vDeIWWp zWw*f8EqG<$e_|q^4D#@Y?y%JaPFTTnh5PP+M^yBi#g{vfYFGx9X&;1zv>fY6I0l{@ z+72-h-r#Bc(6EuBs>LH@UzQ@^3+*ck8iP?T2)jNp6)_(Gvg_ijl$l##2^@XJS{4N_ zpP!?NJTd65edcX8n*fuBqtUMu5+Qa|WxvK`B4ql%962kW4ugfpOsq(U^ABE?xb_V2 zEGdGYRTetNXIR0s9OTwXD0E8^QdV|*tamnqj`AMRJCqB~mUDYuZWHy}9l7<6LpDsZ zbGBL|2X!wCZjGJK#dC$G6^4@ecqF=1t-7!P$M>xFmA{w|zWfkv$;m>9ef6K;9bSN9 zsd;O`s6w1NpBgUBSAf^N4==0M<-BSQK(}w4fNqI%Z#A$dNF1CR}-ERSB$)zCJ4CSps!SL6SfK37^Y$d_7cC zien0+-HF2GxQ?EHnCs;*%6z%-X|5cPm80GJaw_52wtdd=Xcd&zLjShRRe`5e%b?eu zjOn}9!HOV5jr*Q*IERecQQi96ruBEw%e(B;UUTIjz^+@Z3* z78{&?c$^EWMSZ>Pz~^(daQM=z_)5PHs$Yhk=XcaWVH1U0lu!pgPSMqizI9mEIi#>- zqz=y(&lIPz>rlMv^2YhXdVF0kyp`u}J)+(X%V__o$8O%2GKJ6UA>nR2oub(Q*AEXb zF4@)qi2N%kT0{YfKa+ava|1pXsXig~H9#U``r4U26!=`RdVM⁡aJP^|PK7QKlYxeX{4efr$z3>X&QnbJ{2~4O~c@FGws)gbO_#Hw`@tIqa(9h zxjT)48cxBu>>?&YHznu@)HBhv{n&Ny9}Fn0)&OlllD|3eahw4gvk%XzB$@EZd$~*P zAp;UU=R?Oi4EVbGbAA>x;2&~gSn~w~@0R-OJZ@%UZMf3Obr+ae`TB+PM;9hmC=0E1 zp)hg!hhoCs946Eq1k+D%XJR4bccxDj13%lWx`g5xIKSeQ`Qmm$7R6slCNa^Y6McE* zo<=leIJZ)znFwiBjc6jyeX;U@a;qB??uuFG-Y794);pD|B+P_H$Hrz?KH_=L8KGX|>(Yzs0AGmSX`@`g(<8F2N00>)dU$pJBi3;q%SP9-@I}4+K23;) z_N6wWdbhqyH%t>y7h0@*k zQI(BwU(`3Kv9%E!mdJk-CgS5PxTke-8v~=G6ILo(41{&>9RAMB#HIS-J0wpA@*hby z8Qo(bbu2Z|U4wzl(Y-WT3kIHw$|uhe`4tM7@APV7AkxIc%40nPG5s&QHj6WmeNSSw zjxQa_$`9RX!E~5Wrg~2Aq~nnuJN?1|2CmEAxoiG`4)XT%2`BUzpxm3?wkeN+DKqhe ztGNu6F_z2MgwPQwJrk$fPsgEI|L>RO8Ax8aEk)Rp4nLO#3E4b4=FLWWqCnVLl9I|0 zWn$mD^2=9a7+?kHRPS?PV3yxtIIxfb1ZxeSsER{K*-C)pEANkye=eI(h2)Syp?uJo?*a9bI+A#eg+(#RZKcw zVubQn!~w-U+vXGK*!@8)N3e#50{!7nIVTy2P<1}<*G$8aLr-I3 z9f^9%`Lw&!gpSQ~uZ6Xfn5gF49WanfM|nxDw%bJp=(0Aen#$?8rr=c4kwgb6gDFyQ zfe!yYb;6u!IuuyL9;Ov^tb20ejQtD)U9LAT-|wa)%F>>DLzjrxtDoC;ye0A#df?ci z!%W=i`>^rLQU;u@OH7$;8VqWeUXQ#;gN%&kZ!iO5|JUuF?{s?%$synWgPvKs9Q4Qq>R>b5l;ny%Th}cDdFmKc(UDczfM; zH!8B7F7Slyror>u-wg+9X|PVYP@qBRee@af4I|c9_gc>i+0gO&k!*-E;pb`18-c=| zbW~+`dM^v0p~9Yg|B@#S6VaI#Lv}P!+oP@61~hOMMobF!(lDp2DYCDVf}f|zeV6Mf zIJ-J~V{#S+F6mwTmA5Id+sFEYD-;}fnj!f3GzBk`hq7MiQ!uyD>g*dO3Va*?biEU& zK$_kYF;4Vd*Ae@GmtPw&qa;24bg%(N@rC=iEe)`)?c}X1Z@?yM)3>aY27L7A$%_na zz-xy^6&@EG(5`Bea_m?G#urxis1f}jr(gK)njk#QR#GAJyxk+a|y|>hh}%djPo609VgXpe7zpx{y}Yf9O`kfGjLqo zs2-!q0jqfT)g#2!Om9M>9wsMhydE#D$F!eGBIQRNyyXJ(vxe(%H*_pNf?Egkn0NOs zRo9{0Y0ovQ`*j$nDH*EYtV2W2{WVe^b$HMw_niM^9oqVj-T$gxhbeElll=;HD0!&9 zhPkE=S0(eF%;Px{t`TJ(2> zofQhGh4lMcxgSoon5fwJYtXb7GKHnw=KZzE4)%Odw51lsQNg}Q#fbRn%1++Zue@ zrZ-upSA&G^HPwl`YLNU-*wjy~22(>aE%tmhh>U)~um6RN+#ZWfJD!no-9nLnC5w#6 zmEMnLO3Bb0d>1*AM8-XGs9|d`8D@t|)JW&aI7H44iL)f*z44T>&p|TWR;2dZ$&zs* z$jVrM1sP)*T9h+W)v)7t)Y#irjm18tvdc26A$Lwz@|{OD{wvw&#?q-qKXu9AgSFK# zId;9t=VKK*+Rkn=X{v&N(CWTTiB&Loojm!@xe9Xf>MM%Xs?cp)Txus=h5yJ#JA}q6 zG4WFHRdrn@MCHF0nBT61#!70&XWL3h39R9b+*OG?PUU`E_=xp9&&t+;3f$SDM!Q^E z0SEV4se{24xHjFrpl?}$FNWXF^vG5~pv@{+>2EpG;~qSE^`sm;7OfiUW#teygH zD95JYxEG)8%hA1(7XCr49M(GB{QjclDBNvWbMRdmx$5(CplMOH^WH(8R=%@OzqOlSh)MK$us!5NTxv>hr3l^`DnvR?V z?D(02p^o7wH$E!-Ds**XnyA>=dRQrwLd7PxiQ$x=G(_&(CdOV#!&Jb5u0l5&fsZ48 z1;zv)*tCmBwa_qqf6czf=jqV7^?l7(f+tKL^B=c;LPuDpm)^}Hf^RqIUmDXT?qw}^ zBDlc}NS0_U^0#5&zIDcLIf6HC?3ap}ImAG&uP&bvaX(+uj>hs#YEYioL{QqlykErQf>uV%Q5 zwkumSHG}_UhSXs`FPpeze|_Cs<**2F#Qb=iYMZ7h73(~Q!hvJllz zQ=KHSkeU4VhWRiHk@Xky={+n|xf-PD^R!^xPFDWU6pNToZ@zx!+=4^*ZcB}&w!rxj z^Ky4b3*L~8TE!Y$AgiF{dQGtv*;`-o?v-jq{#>wzj8!Y#&lFCo9%+S(Kxgln1Fdi~ zzm=xv-U<<){+*{CS`naG-udlOD{MO(;(c3Nv6^0(adfH`_copEsgz=)i_c^Fswf-g zVd~>$K5Rs$c$_r5&j!!Cf<)g2HeM=^i3aj<@O;fkejYyuQa6v8&U$h%<@+;caWn^t zT@%-rw{uXExMoA)BnP@4(*Ck)T=3H3Z&LHQ7?J4L3f{uSBVS_;%RVk%zGZ zC_Fc9M%aF52c@N zhn9S7PM~!=y8TBz&l_~T1unXF zsvU-;!@=QZ?cj~ttv|ca24mr;eRTtEa5*BpqNlPAHm)rqO0I37SM=6z-r9ym2TY3< zcDAA7G~LK;mWy)5v;5(=xY(N6x zB0#)X&|np?frB2V{SM}TY;I@MD6JywQZm}5OXyF{^LD-2 z&%tPldd3ZX4yq5)GJ{NseMu+fgKId@Flgx9dW3_wsfvxGhuPThOJPc3JqOJt|4yy` z#>R`3KaU?0{-h_fFHUK2&|T!1`cYZF5U?Z@HM?@=&uuo58;UjT=^J}hYvbg^;%<+0;2M4nrE z!lgg_9}h_~pKlTNy>_&yHoe6`l8D|32@(g3dqxIdO|bE5fNVvVVIy{@n|=EuHaG_C zP{G@5bq?4XYMda%p&x+2Lacs`%Y5X*rPPJ-S;sY!i7}Z z?}YvD_KGiCPT(OkP;Pa{MmD07oyukpu@NwS(o)ilh|k%x2Qo>m=!@HaU&53PD6D>< zm(_|#!FG)j$;7_KvU}TOTJa}Uqq8rx6(OmUkBiUe>7SzRj%>EqKf=jWwXXLK8AgkZP)bdgbZvWn7 zaM7U!Cx%4Fy^ps*?&+rNYep?lP1tq8Q;Xn_S>I@o+o3aMe5isk)j4?{^~;1%)gek?q)&exKmG_3f^A;#dSvl~#t`WTC4? z`PDT)7Dg=Jf4ktpBI?lKg`Fb{CnWN-EKage8^hJmGhv}^q_=Uu4h!6cjWRn_33<-O zUvdWv4Ef2{l~ODy+K2KlS<8Z!c$LAdAPejRGvb5)fW`gy%9}m_jjtyS3ZDRr#6*6^ zFbQ6E&M3W71T0^5^wOz#V1LvuRV{yjf2WMVHYea&?#xSJQ(#L+F72l(aBBWy(hDiz z_4eN$EkZz|iuqB}bTfQcKa-4q*^I))I@3NK&A6;|yWOs~8Aob+({(eOF}%+8fvvqhp6*5{Qq&E_ zDUHZrPOaz3ZN$Q{ruXlo8xgFN(a_`Fh{rb~BkIpIf@~0Q?7`7SG+JJe4&U7fgKEtm z7dAE`TjLGPmoy?^P(4od8xwnix7kTNXCl)!R(>&?39n9znNJl=gl)Lk`XrSJu}=ec zX<bG-J-BUjEbFs-Sm zc*>Z8lWwTla81=`E@#{=%~)JI<@^U9Zw@VOO`9rk^XI^ z*z{UDx`lSJUM$d{SZ70T`A9=0bFoC}|NkRoe&NI>l>^SgKnudIh2RlcEX}D>aG}<~tMdFPu zP9lr-=sq{bLfH(c1tyX7KOJ#2oSObMM}v@CNuiedxR;f`a3z zyGl+H^TeQGPj%F98ak}+cwV2SVei$J(UL40>O9&%Z`G!wy&-qmx&2i9Tq-91=^_>1 z!aRTZJ5v!aR8#+HCl!x%_%6NvLio?^SYxKzfQ>t|Jn8)uR4-O%&YRM3@QAQ-b`=BB z@lQp=)-!NU{oCwd9TA@&oP%RfkplGCY}8gU7Gw4H{l zjul0*ymZ_b%E>XbA@XY^vQ7gu*cL1=a3k;c0VcbUYZSdp6>n3i)_?>Ie$0BnvIFemElSc*pM?_ zf7k6G2mb>A0RR6KSa&>E-y8pmq%@F=Q-zjKeyz%W~sldek+z_e$pSo?F>hdx zK!8An8w-;xh1k=3+da%kh*7WRj$SZJh*?D!mg?;mBE)~r`p(TlU z_v1pSA65P1-zmh2Kh6tlW{BV%|1E8ph6q+|OA70BuNVz&m zV^5w4p3a4Bsk$Nrzg^sr5if$CLDsc(Q6f~t7rtpbBf{9NLk9e3BJB4#Jm8fjf|7CY z)1HqatXMPXbd?mL;K)n!2lL%1eb3H><2`vAvHgoqp0*pj= zboNXFJ~ke3Gbb?3iwu5fOu*qabFOa*fwmn}&aO2iFu~*S-a$_SDT});HoFrj45$yz zJV_u^yQE?ufWWXzlP4QrCD3#xIy&Vdi~Ah-PCk-=(TVd!`AY(h_PsxtAOd^&s!dkM z2+ZFw86$ECB+N5WJa(7Bj2FlESEmu!u(EIMXen#wVspFE`7EF2`RE)jfjyDwdUQDf z?xUJGUMYds6AF^w|0Ym6|3UbeP69~=>9P_95;ht)tWzhGsOYy3s#PU%cwS-1RZ9}8 zY2Vkh_>*uB;rD;ZB;jL88CE_c(O34canc}({4Be^N@WTSe_c*X|B|Rx9;4T+L_u4n z^I*{*5{)mDYGunP918PSD>tD)lokxv2&7Pwb@Oa&4h5>`U&_||6t4Ff$$9)>$J@D{ zMcOpR&S*RT+nUC6PR8&Ydm1Je2i>pkqv3Z0FRJ`#JS(&=bK5|}`CPxD8asDOcDk5c zNh69mo6W}K}A4d$W=FAqzwDWKw!oUsILtxwGzlO)h{T~ay!g#<$*T{AZ1OCSg>yQ%k3 zg5?eEr`~2uKrcS)wkS)2@DHbATY4lYRWf#6GEItAN>q=>CMmLpYvh%lkizj>#!1&~ zDb`hdloLFcVmx_bwqd>$J=e91w@9V1Z7!g!WK!7J#VB_TNnzG|r2fVP8N!O6WCk0^ zV7B$HG~P!B_obJz+|J5yro5%bIz)yy6JlOvWy$b6zB7-s66hf6uNqGhei?oU!w96p8GAUSb6a!PAxvGH*41&LU&-gqf!^Ju;jzgae zSA678a=K&)F7?P#RAn%2&-a30Wd@hzr&+ZPXYld<(Q|wLV{mTi>}0B6hJ+Wx6;c%$ zoGJTu{`GemF3+A7Z1hbAeYqRw^IBx+@^1M#vtEXnN!H6Vs%5bBGhV7Imf_RT1GfyJ z3}vRL)aPs0! zDbfeVOqYKr#h<;3>*l|Zg4EYb*dHRrEKHi}xK)a+Rt1f-O{6G^o}wifFU5~K_i^SO z5@_CR_^MhXLG7c+l%fK5Zu5Ker{@w(cv{}A%wzN5v}A9*uLRv=LPJlxvU$bx)Q{RK z!QoNK)LSbFik{R@jaQYRa4AQJrzpXbyz4`rd1BZe$#Pn`RgBB>+@H?3#Hg}uQ4I(a z<6f7V^zU^sgxifB@0=9l(4)qtpDgaok&+qJ2gQ&sKjs&)M2y@&0VlM~#3-+sQ#pe@ zC$qUJIuQ?Od^a3$yz-pJ=-9QAF`+bsM>effyh}rx>aJy;PvhdO4suH@jgpUkkL_R5 z@U)W%f>}Ie=Bg3FqtWPHou6GmX*!t-!`#j)* z^YwG=`aa4xuFacDW6SOU{c;By8-7Na4lSlJ-BIt@ZI(x&rQ~%Gi+^}KL3gJGjlm1! zo|JphklQ%0e(OT^`<=RyN84%0!b9|1C(x+eBrcJ5Q_xA(4*bi`mwCsBU!o|?Z^{^~ zAt;2JCvH0RlfsBa$JZPhPvf-7)RGq>3a-Dp#t&z4B0srXeOD=*JC_u-@*{=UT6Vwb zTNFY@_4k`|DU5fY8|3tq!n}L0Eja!Z?&}_^DbA*F?Ma=%?05?8mZs#baQ3^$7Pj39 z6iz?pU*Gv{H`j96gprPfR#xD{S^=Fn&uTN$c%jKa%_r)cgK3h!($q=jcu zXi~U$abN`njcsbh(hv%^zm9l6W#4x$B{oj)r?8_sph=&-e`~7)Pj;|&`u@=`kep)q zOU6%LQAa_)iE}@XS>#%s&hF>AO73HRKD&-U4J9n^=+r19X)c9bKNs7t zSWJNzt||8Fq~MlGxBLjAAU-l_)CI79QBrvxe1WYSYI{9@s516OsWgJ z9TImi&Ih!d=udp#JH)HEkNm5o1YgZWkTGuO$^@kuPto04+SHm8&b=4I3 z3u`oPv;Gd7<=uONjhCOZVs{N|m;Lq0I@f-X=r=V9N>yOr8>F9?j-engOuW2Uh20M? zX?pfp3NNI7v07~XJDv6R=M6;)#|$D)-I8Pd+4-)@IE#d#?`67|t(&Po=$L1zB(9#C zY!r}0;;3EjphX;s4^zH{OuI_r{Kr(6@s~(Y6T)oApCzH|=2qV@hlIjrpTK%O5}U@I zh!p6OSSpg$-(~Cczo#2!@1H=TRNkw2j0y=$!!2$1Mv<`Y-W#}RIEgpwd=D13ZJ@RQLW{bgPxXe;#AXR9gt#*^s{MVjY1^>U*R^41q28 z(&#{%z~Ga=b{zr&uTBQJcvKOPpSqzM zl`8TGWckH=nLi-#q2ea}B7?w^rya|TQV2BUMxJ|=Kw##_=SBK4tPb%w!Ogr(AivhW zRQo)Estel_62b`Zd;fD#2_bOII%9ZLAOQ{P;sbd<0)NF1EKd6nD4S-+{Mk=nYui&_ zKUV@d4G|;0ITBbmxb5z~9qj(fht}5G5-^{Q_MJ8aBz<;CgeA+zo49_18G%ni>w$MG zSp2PjPgb#d&Hj{!SCIjMb8Y!k7wHrDe#){sht+}KN8OCkn?k^AxwB0gs{>7f9sko% zBXGSgq%dYQf%>e<_b@dQOhOW=+qm!5$GfcNUNP*)D>Sscm3OqX=qd|7v7X zR<|yTSk2>!K<^)Mzx0g=uiKw0=RX&L@0N7*UXBPSjVfhH=^|9UUS$@2LxgX~`tOEb z5+P$om$E;rUyc81`Fr|{@N>OajiZ+ccXD|an_WbBKgT3{^)?a4KY6HPv`z#o2kqe5 zrXtMoh^U{uNQ7BBwbo;2iNFNSdnBhNV)Nkegzj-7e3*If)K>)&)?cEVKlBOF_^*G1 zh}GS-*;De%nuX{%y-Kr?5#r?>=df&n5Q=gkUsB41XzNY3yxEx+oug}88NoD;1ogkkW? zx0Q-QY_jywe>osP^M`BK9{v!Z-0tO{+n)s3n%m-XqecKh@7Rh9A^|j48_y3Z7l1my zFV6Rc0B?vZ{qBzh@Sj@jZhuFB-k_$c^+^I;s~)}3^ojtM>z5}kh!9|RmHW{2AOX(1 zMte*=B)~KEBK}Bs0TRA9E*Z2Jpt5K5tsff%2w$>dSc|y;v+wWomKg~UWP6R^&Jh55 zua=kU2(Vc5OWM=%0^C#^uXs;MfWi*5!%2gDq@VT?U;f4RPgmkiLcj2_su`KbKJt;U zwsoW@$p^w!k2+TJ;T^Do+4PDJpYeOlS3luHFF4}pwH6a0bg>)Zq1*9$lCapRT3x-tts z-nZC1dcKU0zPAYzvgh%UWBBb<%2Ymv7>kx`6Zmk{NZuGZijU}z9r?%q@o?hJvdKQb zc^J9zaJWk=58?xtzHX`GK{_SU&Wh%t?A-Rk=H}d(Do=y(4wUk6 zhi6l3?1rcC@T;!tdGB=|tP(Y~+t2avqyBJ2{Yf4sUZ31b9pORun(da#{XA$`tSo-v z$b&3s)U=1TJfwFuM%}jLp(2m$j$6Tg??|{`FyJAt>8bGKbQV{kYwA0RhnER)+3urx z$e3t9(O!;+29ML>>;G_}EBf!7NgEg1hu_#PXy78?=-o%tC0vLnLTMtG3(m$M=aJyz z^Y`NHzt33wtl2-mXK}HqZlh6iDi`iPrGe5|E-EC(FE|&t7}t<2|N0ac+eW^2dUBMD zdkYLJ?s#&Ms`At(aW@wNxl5fx#ajeOC9S4T7f7HE9 zIk0&=(kEmQ2Rn}3th+IbeZR3S>ai9FrS>N~->GmQ6u(~19nQhlduF#v`>SB00pEMy ztMJkAjp$-a6@sg!$33d6Fv3x!IUuM)mAtn~>p>3M7oMGW!I^_K2a}&@u&~oamIpYv_-3tf^v^1MOIsC~8^gh$&;X0G zi+ETwP<-wbJKyQ)_Ufn>A6@BTYx|;k$kjOUH24ymA42<&kCb^x9(~_B;WiiM4mP_@ zthv}BKJ9+Fi;Kf{j!jSa?E1&L7T(&-=2emrk+YTudrpv^b`KYc*P7myj^Sf%$?Wp_ zelDV7U-A#Ib~C@1-7FZ!hsoGum&Wekzw*G8ne1p@=hDUAdztsN0_Kte#I*1Gac-6nddqvJxvL4`8eHTReL#qjH)BkC zwhN(U)f?}r!q$gLSIKRILKsQTrZ3qlg2Fas1e=L4>7h7+j1j?PLGBNoP!Ud4&)=i2 zMc{Xs$J}eG1g3s&KG)3Fz5BhYHN6YidVKB6ud7;&oh4S}oGir$r<3B+zm^NssRU}dvs@7Tp8cI|0xTdq&y@1V0sj1CERYm3`% zRwNo#o!%?^kZ|M7;vqka+5(vLd>Z z)kV{Cn_WJWnBQhBl(PCX#p~3_o`n?J%5rL3?O7d{`zq)cs}oxfsLu^!^`1qkMWVG2 zg>}0Mwk>|i>hCa7nFp)Si$$l*`)LZF!);pEv$}omtaPO12N1r>&pl7AnTI`ZRve5i!P{o1Fl}|$dY~i4@64^P;mf4Bv()JR z&tp<3B|2RHa6k(Fju%5~!=?D!^V=z|REnB{`2EYCOEKJZ_uzGr6xp_a6@OGp@xY<* zPI03YIa;!hF1j+r3xkzTPLknY>PgQdi)E;?DHtBGS%y&=&wR3@WUxK(u0JnQhSHBw zzdxOl;Z;M>_O(eecwYEre)pLSfA8*Uad^n~?;!*AvmeMX**b4vL5mDIAEtetTPMST zWABD8^~o^n=GF(9T{5_4ZM*zyEQ4H4M;qOd45ItwZMMrZ`0l?Z`iMD$oc#FyhsF#l zop1JjU&3JL<*JM}TLv3al1vxdFev_XB~XAn9)qB? zj#GmB3?Ar5g|EzD5Ou)BE$bG`AEVPVF@ZsU$N6<*2?kGRPndaz%b-T#d30wv1J`k0 z?yg|aW!e})ykPK(v+$*eX3)8;QqMxjfPY&qF~5qz#-*JmSDP3FnnbUUf6c&dMdJp= zVg`GYv_>|PEPmd}@-2J@x0E-BqLRU{zC)VcrR{vF_>1*@4LYCKhOknTqZZ;05erMhM&S19bZb#*B45mu`luoxW*sEU$aa9^17n?+=vXM5 zN5AGDT-1M=L5tG{VZeDdzh1ms{XLA0=fy>#-XRP!%aTqv2QnC*lV;%J$Dnt~nNX<@ z1F_oIeRduUmgk-ozISEk>oSVXofypD8aktB2OH0iGEGA})=wvnKDo>0|BsB3idt6e z7^hr+nQR_Pp3VUL4zPz(77>o%rQ`2Ga-kPX02TftQl&TlXmp z{-mpx*G^*dD7#g2w;F?#V|NRxM>AM5@xQB%BN!;T$3L!-V{n(=zr^LQ3>E{bs~Z2v zaI@=lyXQ|CT5NW0>}-?4I(Ub1&}SLG_>S2l*C>PT(%iYxA7of`wnZI9GW>MfVri2v zgVgrQIVw*Ea}PnM6MH{w_?FP$lp#Za;7-KB6d5!g7C!GzVDBHSRFC}sf53B{J`$G5cg zEIyR?=(wc}aWAh|*_pBSm%X?v8jwO^>E)=5KkV4>A9?Vn6vL8+%`j+}V(~?+`t(_f z7Xy{|Z?N}bN#A1!(~nXF|7R~7Dw49g<-I65Uy4x;-h+!DO7Zhk7*q8?3c1Ej^)8uG z*w%f!+?685&2_#TE+S=kQkPKu z63o3Z^H6fP1XpjKuiW!P0<*%RmAY*bke{5E9jlb!M#Qy?25%)Wu@is)`bvVKmFivh z3nj=o(tFb9sRX$th+3A%j{KYSmhX51vk-;taz9<^e`C#1B66pQg|ou*;IGcoRcvUXbL zD@M8D;3Y?IF}|ICtm3s_jKF}Kg|4n*+`hYJ*i&OMcHB5rA7&)RzO;-c+D?o&4#E{z zHi*&TwZ+e3tr)A~OW*C)W$X76-Sg^f9bc$DW7>OlF@*je3gw+N+pqoHbfT3;ao2x+ z3tDI_vE!`zT1R8#tgX*7t7$AM8aMJxEDg*1liOEcVe#7zz3AZ3=uTbL^|qYGyj}jz z8KChmOCXARN#m>h)`N-uH2w%o%6Dz1q1klxqv?7YAvJ9WRV`_l6l{s0SJBwn=;{}_ zf=0q#bs9Cd^~?^;iS(L@}8^cXE#vz6S6th>H`H|hfK8&2?g6vP1JpYg7@UTL?Dks z>a-Iv&Xp9H=(<3sw-mI)ciQ=sQ1~UXy5%0g>aIOi`hiC%yu)lJXFY{p{Rt`YmK1(_ zjaBt9qcEam*wL>}6v8J}CB9lh;aIGy^Cm+I+1bV_ls<*a#FjBSYbiu6kp*+7P}n_e z{38nu3W)~)))%Q!$a$asZ{8RRGY)tO4$q;`vHOs}`Y;MvzFL(R|B|?O@O1d#A68es z{v5D+JO#b|N_$(|NQ`Apy@!Nh?z0vF;F9R`o!YMFo+Y#e}Np#97^~7xCWok;oS;GXIR}^e?%vX z#qXO?m8j)UqRk{d`YMaxl#+gVi8Z_Ke7)j(t4Wl3e#@Fj%{&6?dxqtNRT22Mf^oLYAn>FC$GEo$>{-mYGpU$>Ri1lm zOg@3}QT{PX4+;Da009603|DtNm2VWMG76z#ghI(CSq*t)RAwb2mF$RwLIc^7Qc8Yh zmSl&!uX}Oq?Y-Bvu2QLJ*sG!C_x|;M-sgSZbI$jS?>T2@Qo~|I5gX2Br~jFK#)jN$ ztri~HY*1*F)9%k;!;kQ}S&K9_SbLJ5(^A;rcj2XjY9bqA^-l3+MYEw5%BaFO*bu<$ zcPT2A4aKLU1jI>fxJ4Ew#Jyz0v;SUP_=(FOX^t@q&S%58Qi{tQE`Mcf&x)f18~TkD z4y=BF>#d0j2(e@XQAKx#*PIPsRc;BT8nb~n@t4`=y=(|&9M1humkke|1a6Yh!tH8l z$tC);Vb7yLFX8QMSl-gBTI9wCv*~;pUMV&Vs@Lg8ZeT;+2RrPyFdICM)(qrYvBBke ze-_^=Hq<|nkWgM`flh&tru_^Hiclfhr#rb zf~OQ!7P#v>N0e`6K^gthQ0_(+FrBF;&zdoqQYM*7AH?OAaoHCaFo+SMc)Nbaz(={< z`q&5tY1E}r$GaF53#3|G#bPiHey25=80>uL#bXeFfzT7hw_9Fd;5QJqdSfOAA4DAf z3f;rty|uOAOf2ZO}e|Nh+6#2`9C z$ktO4gFPy@%=yxKph9QyhpI4sE=DvH;l-eSx%ukcw;p)4*~sMvem`RLs;Db|zeM1u zxrrnO53a{HDB$-aL=3WA%rFqpaN*yF%SX&ELn-_|pW}l0Hw6qvq!W^RB`~-Xyshe` z5C%;=`d5zP{`7pI)}(n2gImrb?IM8~$ZVT(JX?T)it0*#uM-A4uAZA#OvS)>{F*L* z90muKl5T$u$G~@vJl2iJ>+F}a`>NbA$X@D?cz6U^=@0xNkz*^drKJ{VH7#$|r(T;&v`0=cONDLG=unyfLVvrj3Nx&D+v-B*EoHd?j zrL-f`TD^EY)zU`AT5*40%CKH!U{H0XWcxrR9)IHq4JwYa|FM~4p%e>l$*eh;Ai@H5 zy+%RLRV+9X+Eb2xV6egGySB^}2CmERvcHXDzVFJqTwSb$Bg-PJF~f-{RV=M!UDkP#Si)jOO8GXCQC4h68_ z(KAUwRd*JQJrOy-KAi>49)3;pxA6MB@4I6lk_EPpkKLk&u%P~J!hF_w7HqjLbn50A z7EHv+F+Gm6;LXnUvWE`g=Q+ujRrj+XOeuP{<06iyA^Lf_2mUTK+>`2r>v;;c^`#b(H#(StA5SLMQF3Oh$ z76vD7h~sj#Z%Q+kQgIw1e{+W7Sm0w;+gE*+1zzu~M6+;vPmHA--@xs?D$-r)g3Gn9 zJ)qOy%!1L2L3_zKPYq&zgV7T#$ULR=+v6PzUSB9+TlC}p9{co1r31&q7PST(pd0Iy1VX1A`5aT=6?lgEO={msBi+uHF?o* zh9Ja-UvrPXEAq2JuPNFxorewb0%H|I-&vrtW@6PWu0M>C=E=eJJ4O#SQ*iywYdWmW zaQ>|`=Uef^`Paqd%eQkRT%WhSlUXqfZibre+=TNl_tc}vAKfg_+O+m<@*f=EAWvGr zJPTwQ*KgQ;V!PY(N4T4@&0Pz+SJLr?I9NVk+NpzWioGLyY|v zLHAzZeX_ppsdFzB*IiaI^X~<#xR2cXk9z@Y=u+dH>IHjN+h3b!y+HnWGAri4UN9F) zpFhyp3yOTkG6uc9Anv;SWbth;q}qM+tJ=nag0jjjkJUKf<)_~(W59J(yES4yo90wcRmb2jw> z{q4#b*5N*|WUPP5bFB~Vd5V4_T z`*r z=!l3>c)N254n_zcxNv+3MxAVr$@vWdpO?9HWZ@7z`zesk*E_E8zDuUybsh#t53zy*uy!!`H*aY0s8J=R2H7;+kw zlzUDM!?*YJCMTU?kUn=_XUTRLWEVIBdyWjlKu(IrJ=0-Gbl#;WXEzLa(7jTG-~I-|ShGzVjU9(!=lb?G(oy_-@)KD#t6{(_Kdn499|qBA^F%2$4CbQj z-}mf zHWRaP7-DqtzqqU)hTp z8~}B8;VGK>00bJl-N~)(2gyqL`yQlzaJrbA{Ij?pSC#)MWdil>;YceolYGI6%Iy7v=JZ17qIG z>PojbP_^33T|Cpl0^ar|vB#{nCS@QtTcI1qnr zKEJNM7uX#3p*1v}<% zFDq|knGN*gEZssn8?ute^Fnd{CjR!?L2t+V1ysa+!uO_3_O3gd@qH%%U_hV0n`^2u%J>s5kHvJu_&2AdYT0f`-Q$t?e!2^` zC^e=jeD8w2OldG`>w>>W#Y+lQx?nsqL1E)^Cv1_Cf0WMK1yzn?!b5Ajz{9v&o~zXf zf7k3^S_$lgsyE6dO^zK9eJKAChIIh3$K!Rlp1N@N+SYbhDz!a+>t!4GIXO+; zAh*G`)6JU%J6b{5D^F94)e09z7=d##t)TgdUIZ>73Neg z)>gv4YEEDdMOn+3Ii{JXLlLP!g!NNymp3|b)lhg-a4L^IS2t)AswX$JY2 zTGPJO&5%F1RdQLN8OURY*Oc9Ef{a@Mu^FjN5FGI;_RNDOXbllw5XfkPf*poFG0sh3 zA8dG+o6!hUe@b?lXEwsE>pyJ6a~dI*Z^KVpnMUBbR_&H6*9b&q_kN>ojrhFy*hu+g z130hc*}h>z12`(R6ihfYKy!BcPLx;=^*hZ+s^jV*Z11O=-}cvo*i+(}xBLwdwK(iu zXiyKmt-&i`f~*kTZ#X1`6MSE01?r540uDu_kc%OuSaV5eT3?jcS&Na+8}ro1SJ7jrw$ z82K^*-#&xCSeC<`{1V}W$sDvzqS*4(MG{0QHkf)mXoOQS{k6Mh@ps35wI_^92#ol- z=1*Z6%v{L1Y!_4tGn4yigoOgQqAU@_7nTbqj`jy*=YXRS|G8 z=i>^eN@11bx4rKll!4w6W{3KZ5^zW(e9H)W0iDm(7F%6QfYZDq*rvS<_?=~vg_SB` z&b$18&#E$zk{wu2;8Z~1P|}0{(kfu^djyNGx)N?1I!9V{5CCPS7^=8d!o{OAy07P} zz~zV37%h%ZEE;hci=KLl?RiegmVLY!*0yQ(|y2xt$}8A;H(Ln7-*c3W&O=PKIg{!8Lky<|2^<=4;kIi<2XRctl6rk{1aIjx^~% zyg>$T$YPRJHwn<}zLC?mWEgXmr03)LQ=++r3Sm>vQT-aO<6;WF+3tG@1FHkP! zJDmo<@;voPHFU6QmpJOIT@7mlXLx48#5JJmv_!7k@BsmYk<|HmL5fVJ+r zfvdvm;7{p^z6VP6(9dd3xpf<0*Bg2dwzD2;9QAKMSX~d(`)_D0=GDV;;%+0pz4hRG zY-vGSya95Ly}lCV+W;X&!pe3=jo^H~dfa!U0sfsNCS?*Efx;Z^PP1+T-;J8n%k)Ob z+#6<-@w5?We>#pi*)&2~h=|5ly+*JxfBIy~vI%;qWJx2PCJ;|%*YkDY{X_hmN$lBX z2r-$;zI(743c7_w7uL1FoV6oQl~M~dI_2=S{b7 zv_Pe4nq_Ws3+zX{i57fG_wtgEV@P{&$NNzu2*?kitSJkU%@witR1$MT{*iaz8w~{ zoeY@@9gvY>HGJE>0}c?vW2cHb;P7E#?e}gSkiS5Az7$VH3*_rQp?`>IfAW*x^hY#w zRWN~9ZZ!?nvsX5>eIcU!wZ)XqI3oHH0FTr(Nr*4}U~KCf0$O6O4gOk0MA6PYPi{XV zA+-eOZsFHt)E4?BWWP5FjZbmU{81#K=YMD?ndb-yUt~3tVhKo>)hksmK|&j*_PKNw z5s=FF2M-V4CZKx{?w8nT5zy0liP&4ERp{X!p{p?jB3e&k3OuQ!ps(}j;rnfLq%Run zbTOZTu3xtjy#22V*~B^(I7hxj8}vfjYemXXtv#AY1l zf|a~4ZzmC56|E3jXGTP#7p7$oZ6P9Kk>9_Yq6z4~#)kBpx2q7*LjG4Er2^e9T730u z6#0ZF@J+z;YJq#GJ`&iWGpdC_BX{SAo7`;|@N zevE+p$&An^AF9yA7~!e%1Oer$7JX`2AtI|Y`Z9TzBt*CqFGE%#q0R%*se(TUsQhl~ z+h$_|dSSZP*A~wwiCdr31U?fHkEp;ko%>|;jJzpY`#c53UwZyMcpVjW+1$$5ZAC$! z(+!$CMu@10GT?S*Qx#fwbpFel$SM@%c`L83k%;c*y*Y*5A)^-Qbp6&xR8;;m{ll#* zG-R_g+F;-Y6+Pu<++6mfphq4LpCCO7imI8eJoAx^k~H%97wt%>lx8(Ns7gd}nN$2b zZxPUMijJ?^JrZh{=Qi&+NRsc(`zUC)#a+v0CK;{rmY*B{i`UU`-|vSc9FP5VlJOHNB814P2c%27{T`8)jq1mBgf7C=pg%Ni&P4e)#$-S->ODCgsorYG{ zY54z}Uk-Y%qNBmT>3)$RbX2o;bEYcS9zO)JCNolI1|U;YTkf{BKg zt*&HxGEujLx{||bCYqf&AR(j4M4ZahanXMa6!n6idnA#8x-Y9Yh@4`eSCYr}e6MFB z`+!}kfekh2ajc_C3jVzQ>@xZO=NjbGy>h&)sRnJyvDf*}r3M|;r(_)+VWK~4TQmoC zn5bD;%ytFUpwE62p@)ywBAW}F_B)5yqN3*+@l#7R=3L4xJnLNrsjDOvh zyiPc7m5S4tA`Pk7Jbz>0PC=in3X4w_(Ga@pFrCs{jmjF69^7_ipsPqh-xBx7sIKhl zNEQRp*9HddTF*oUik*ErtC*@O22Xa3y~5)@B_6&1Z#x~) z)$=xAO|M48B{eV8&}x+VtlCwzk&d{L<Vqr|IhIy(OYNvg z`I+)P#@=eAFJz+>;LAjdEzd;=xE)eE%RIH*Y7oh%t5L?d7CD#tkHf6DeXcQ8o%pBmyc zD%$aUa$E-Ii?i+T<^$^~DDa29+BI_u%6v4UH-__o)W3_81et2Iknm+A75DcMZ;$5u zlxnp9x7jh3=4v#yZ!9JEOEo$ZJtRn(twu)e_pQ+)9lg7d|N3Aq9f^D`k-WXH8f{1_ zU*X05D&slaYvPULwRybNh(bqU{!_MP_&xIGSi0s_I(m463GeWFo>(IZp(`mr4VlPFJ=gQoWd{0nZ2qN!LNz*HNc=IWPeY_>o5TDeG<4zT zoMhY*4Qa`{X+rDq`LztaCD=AzH^`XG9cke^PM%L43}+=Q-y5CXa^T;*IhjtEgzi zS;^i%o`PPPZr44YMMnPv009606qk26mH!*ZMMR3osx+vOB%?^tn@UN;PAVfSMMI<% z<*Q+2RYW0sJM(#-bBTN1S@Bc6w;V+oSDP2twO#1*nfDE$4-OX;9v8E3Jc z{b~|#&0e^#Rws}&W98AoU=oM4+djP7OJR-Rh(UiG4{@x5?c%Ta7?4(Ok*O<#?Ut)o z9afg(g#TLho~vazxNeEdNnJL)?AIKV|Hy{XM}LnTAp#Z+=2xG_5J-vtrC9Kn1Y2`^ ziyMQ&vjMH+vEmfO|0ucn(f4?*`LS?|2L-<=t(W%4C@{8IzO5c3@zdo?y?r)?wqgFK z`WznYgcQYBT;t)XZFNPE2oHV1N?p~l6t=tZ7Uw8X_z@woZSg1ps~ZI=O40=OJPJIc z;6tKvT6giA5DFbj6Px`tdC+M1#E2}T;3Hd=%nmGK}7aw>bKO{w!?7B+O?QUMRz*IF`*zEaqC$M9T}9)<8kcm6vQ65I&Q8x#Hn zcICzvBpDMJDD4|zz9%tlvEd_2Z620)*G3*X&4-I`Z(zeGJ~sGW+^lp&0R7w`f_=XX z=N~&WorNoq_DztlTPeUV<+`1TRs=l5u1(x-W8%e{!}pKbm16Go^#$9;N-<}_%!Ch{ zI4F)@+bq7DgiCu4Q~x`KuvsS!0+vx&ZsYZtxt4@xYP??OGy0vS7F!;5;zQw(&e)6` z0TR!>c=NfBkG2^Fo7xWZa3LYkS~i-_w{}P*X9f>rF@v16Tpk*IPrlX==Ye@pkr_}x z!qix&J+_tvbMriX4R;colCqmM>3(0-u4`>-O9K4uGdH-Bu)nNv_v|VXDPr|Pl?(#I z9TB#?&sLI_2|uxwVebO6H6q`50UudsNW(cO<@58 z4}!HRh)i5@Y^3X+UR~77G^cPQV8wQ0eF`mE2M6{@QJB^;DAJWn;)tOh8~W+K%)Hq1WDbw+D?K+a9UhXrrun(Z^6+fFf7{t$3PW#=j%zNWuw~EK z_84OdGS|%Snr)y^VVE;hny!0@_>3&GFFeEshOT0biIhv}s`lg~=Fhfw_0#z+0;sOPrX(sPz>L3k$hgRd#u|Aib1yzj|K!}iD^A~Itp8rof{&U1 z{!1jj@uBzHs<2i}0IF!F=PC&S#8sy`T$v?6v0Rn2Yds&5D;XZ0%6#xcrWl#ucxZFr zPk$iCL)|X_um<`a44U0s`Zn-@nQflDN?sBNZA#B3-xs z`bK*1NUm(MI-p4+$iyW>xR}6o_A>8R+X)<;8=1FBf`IYRe{wngT&OE~^=npf5aQ#s zmSe*OUThv)6vxGi@FHG^5f@qGMpe#Bxk#M5%gFyN2Vb^z#3opCpfHiFtVPd}t6ah5 zkz6*UmwpdzcVR>M)aj2;TbK}7_}0lavtT*DQASgqjRpCRS~?rpICX0EU|u#0&z}bf zKNn$P(FU2eBYh0~lfSsuqL&yZ^~Tmm-|0 zYnGgHFT}=#ZQSeQ`M8^-|MdRp0$4^c*4bPxz-3*Zn(5UAuzOs%(O#__{d-$a!?%M5Q$!8c&=i4QAxSCdMTGM|vK1ZugtiJd%fbZeL{1 z8RVhGx?}yd7rC%4j(nXZoe$6b?^=(A(C3oY%$HtV0J-PS=5AP0fE6osZ;GfCKr{5r zRIFt_g1zfXlLPZGTJWjX8hL2G6=ME=Z7zg6b$spy<)L0^ugmO9`KW*6|80$P0dBtj z+oe9E5H^IC*ko-XM1}S!Nnb1k@4|d7g{KABv6}m2LY~fp$GL4>nTOpTt{b?Gd2mZ8 zK2z70hh^n^&8NBNzRj>K$Hn})335J3?{~}Z`Ez|$wPvR?&1%N((qmMiRBUJ z8)$wy7Fo%=fla=xa(_z`G4snW=RiR+Zg1NxXBLqG4+n)^rmeYPrt<0=vhq-C5m2_d zCkL0Fwj8hT&cv|1Z|FylbR3%saVUFp8*x`P{#0ltBTUybt|{Oq;?^k>)&`mAgk#+P z62FT|R7jllJ!LLCG8`h^_O_jscj?okh2zNEN zd#7N!dH;W`p&Rf~+2+x&bRBY$-=2?huS3u_68zC11;=(T=Px*!itx~ft6F7lLBZ4D zPmn?qq8H|U4$4fxEWZoftjiH_zm((M8h%luMj_1G$nR>nR7sz+)Qr07a5EjN z1|}Hd+F4ND_-&qJa5jcU0`4-;WFs_fl+U)vhREB&qvs|vVg2JozlCQ8uFpu>7j!BO zvskB7y|Zqkr*2ABbSx8Jy0c_o+|PlLLw{S!qFhvI2ahI{=At9IoVVv}EH~yXFi?{E&Fw9Fc){4zQw#)or|cK-_vg` z%)@(X(T0VBLIi~ef0LCi#;@=Ra|Nkl9AB|??bnUPn25};buTW0ZST294MZVirv`+Q zdJ8b|c3iCEW!nF;o5fXHPcI!<5f;Wp&XSSu2_sw_J+b5BqKjPQrH9Go&F12aUzVb02nRcohK=vP zWFv>MtfIh>jX5v0KUtJ;(YcU-R`2NzbJ-+DUJUs@UqE5Wr4F@pQ40Cl!$JD@ zNUTu(vDt7A38Na{XZ>LWo>@kUr8IMK?{TtSEv@^BBl{F?*U|iNtk1)N=CqM~`By(B zd8qAetPf%Fa4!Dto>MM76fH12cG8zZ)M)HB8T!75uY2=X<`al(UTHDggn&u${oQIb zzny#(-kD>;!#dL?Zv*G@F#ohz8%gudsTG;WDVlRmhsJ(a0)^=w#Sb+yNQkApU8~C` zus23e+d!5;)0Hh}0x1v4G~HM+K9yTA3f1{`96$-pNR98Yi*ro!+iLLVP%uM@)wK(C1Va zm1Vydpw>ksdAm#*bVjJ0;Clkx)DG-Zp5&u{Y{uQsL?>8zv&qKk^t>*su6hzr< z-rCzFdiM96NSEh9OiOqV>ntB$7NP6+)4cl3zgj(9TmZA-*4J|y`Ix$7=C7>C$L|GK zy>$-o;Q66kxF>=_|K_3~D~k3ZzyEV_uO)Eg&w=wTcS%fFH(g~T%ELa@w3`R_@esac zbZ(zB53JL_ZRgRP|7Brla(oO0!yae(Rb?b>*_qngeh~O=cEDr!6BmK3;1$7aE_7`T z15fRz{Wo`|dyy3dJ5S}o52hMhjjQBAp5_&7AK924qG1FwQ zqQ8lN*nYch@pc4$YNW-jP2(b2RJHx*GY(2JUVfIDWFxvUMv1eUjp>{CG@x-Yerh%| zfS$K`UgFmKJ`(t-K5w02JAr-v$95$?A)uzTVj_4p0UNgJ)%Pdpd9Kk8oLfQfiR8H8 zlwWKt4-0iqSjBJq|pNwpmPm4{*$NX}{Bk?D z+|HZ};~n#b9u#q~haxX(4Y8rQE9Q>01{(z*Q|7QXvC(?xmTiMP7YnreGY1JSZXA>F zSU_p` zb{=KJEsODPOEC*wtf9EK7EHJ>9F6|*N}*uxeCM8130BLem;F6hjQ7{3o}MUYK+Ldd z)dyP^`m9}eN%kyUdow%2tCEFXh53Bx0Ve*+C)vtAVxWA6D>bjC6p{Uo5`BkD5S=$o zs%LgF)+f9$kDn?T1q*2pCv1e%nb>27ZbElRA)J3Yic)3E!{9=o7wuL^Zq^4rEVB1ZaJ^xa+$WU0>tpMxS@svC*sI zQ&dLhr@dn-FGq!q4AH`8(dI0uSkJwoM&~x>xAU4XyRA*|-(0Y()uCGzWglRbD zZKv~gc*r*OoGL-3d+PU8u@a2_xv+PI8x#In*=37vvN5=>rzC~$Z*}3%srbsq?ZzVY zS9NSuku00`P+H$UND7W6u^{{P<*QG$ZiaAgPVXOQVA+p*g7@R47!TO%B;3wM-_~BS zN-Zw3Z77HyRn`0bD%$IdI2ag^P3D&3j*w92CdrFP4+z;N&fv^Lz5yNIsuB zk9~wbU(ssf6vx8YTJmT70s7qcsyfLw0vhYh>>Zbq==;*I$7mvPq@d!Jy#k4FE%#Zw zWl3CAW8FU{M!>srwa3}pT>RT@tFyn9gDjs1t$`yPoMT=u85brIaQ4nV1yc$ySqY8p z4=HF)TzVr;@1;v+<&otX6y`#4N_GkerS6!DkceV9!7;VZy*p>@7h;% zmBb^-WG|=HJVb!BNS)w8PgQ-w)R_;H@|5IxReW50JIk(7ijSj%LNRM!@*w_BGa@>G z2mU@zkR5}r50s~2|ikqw_AX7dgYmW ziulkoy45{?lLu=W5gG#ch)u0EZqzNKeZ-Lv&z3S=FH!Eymn+8}D_zsFE9KZde%3ll zuN-j^Y>UnLW%&MAavA5J0Are`?_XXbz{9;e)nhgIh&~Y^d-<9GUM2bGV~fkMHo5Zx z<7pYvLsQH8zm_5PN=N^AZ5h;$dN{xD5+GT3RC~xx03+otYt2eN)=zh6pL)WBM9+>2 zbsIibyvaMtDJnWBN?Xa$Z53L&6z3-F+AX-ni?Nk=P&_0z6 zdcg-*=u#IY!^f<&2+2xg9&)-ymiE*A_OI0@|7Hq_MJ3Wb^O*#`O&?zPaFFJkY`ylt z9tuvK>I%KCJgC~mKk2pP!G*bX!a;}!>G?larg>4gD9aFDc92BF{kgSzi3Eo3dxiMd z&^n{=V7HSu7d2sw+PJwSSQktRuG4xejyHD$qDaI%T07G>j)eKv&#!&n6WG*Vf60dC zHHG>YTN;mY(UExct3n0`vuxEh%-*mu>wSN;uw6;BljS>F!?>CaT zn5O1|a~BCj9&#PpeThJ&hX@qQ33x>cd?S4c)T-J4iTcUKiL=J1|L))-?VzmFt~w5; zmd*U>EziN%=cXZ@-#92Uylva=K%nbgrK1a6G|lOHcqp2KZF_w9T4OZ7yn9eqM{`YA zTggeEbtDq94`)f(lkmxFF*q(t{|{sJ%ZF+7d%MjrIP{E*#x++>->&B3!LfdoBda+0 z&vi(-MVkZ3e;&0jXuaO9$yq=BDuK5l!Cjs)1Rktes+zZvfK$wo@cYXN1X`*ayvgB$ zmu_9PzL$eB>wEc+7jv*Q<fAbsBH?Y>|@t|6boA zsYUPS7saRC4$zTxh`(Tf?t|wa^o_?(lBh6^nf;-Vg!h+q=5a+N7FtKkZ(B}6`P3&y zeinh6IkHdk77=*=xJIM*5EpHuzFVDXp4n7h=&U=93x&{ZOSSt1%6qCd`hBDKxV**r z=x6jC=w4aoPIKhHYB@x6N%-3Y6xwN%Siaz0xP1bFk+Suo5ASiIwz+rt192|)tzYvr zh32)r@7L;zxDp6A+ozW4L*nUOC9VfOPe+9UEc+U14le2zHS#5qC#*UaP0vBe!Q~!` zG`Bg$+{^h*zvGsPg`*6b*FNqsk$UCEh1Z3+px1Q$wLV@^kx?aaR_J8!f8r!M?2kVS zl^`+A7jYcgmstEQblLohOYbeioTK`*uElrD`lN8MpwuKy_aCkQX=|@uzr#iCp%2qd zXy0|NCQ znnPnG@6IH|I7q$gujkyt#ofuIlYKP=#P3PB&-h9}uP}al;ye-(Eu7bJ^xQvhP2GH8 z8v!zznp~Q|MV(CYP=`7f&KoMT%kwyR*E#26a~l`J#w}UN`Xn}3RoV&Dy#93S#=*GP zB-F2m*mvI|;q0JdD0-em-DNMKtF(@@Lr%qc(%-)$F8u_jhl}b~32W{>0)6FUzOK3y z{=N>(eejx&cGpjeE#YDHD$$>pX}>4`?D*#cH!0MG&d`&l_vZqo*1MbtniF2BR$f>@ zLPwYgq#8&Vp1w>Dd-6~$>Z`3Nmnkq)Q#_goQwliD9V%+Yy0EqMhG zE22D}I!f^n=5BO(z<|P()fMVF9b=jTUcUU!L*0PipZd81T-82-4LbzjyePk$bVmRk z35mc-9RU*%chgDOiw|0Bb-|I<4ttp_;TV=CSHjIbB9ZTMZexZGv zBfrMZR)C(ZBK3CB0vxSAAuVDrz z=(mVE+UFKth}ClE2XqS@!;U(Ec-L!7L>MJ~)x?ceE?OKNqEf*lBd0NXE0Uxit z#}f_z^6-0gSCX*_{eQx~2i(#qtV?h(=ojbVubS_E@hf~x|Eq6Za*O^B^}~l5v~MK} zU%$KODZoI6!DR3QJ_2U#9En`aN9&>E4bN%6$>=jkjSZlXo}?ikYh%5C>hwI+#` zD~`5%>e7AW|FUV>A`)-RpN}-t{_tn((ghB*pA*%+)EZ0sFtf?`m(A!{6uJ=FA@~?7i_jC2%ndj4OMqrW~2j-Sd#}q&dI& z*l6BhGwpL+#oe@1OVLu5xHS9`6ZTu{o1>mEL1u1m8g^kJVx(hR$Z8fo=QVw~@REr~ zPF`o#H!<)(00030{|uLRIMojn#)IWhF{zc@aevNkwHA%KD+qWbeJ_wa4Ao zHA*F^h>+D%N>;-N5lQ;pzwYzg=eg&5&pGe;yzjSKl=9B*9u;+O|1(~vOu<(nec4wY zWL$|!@}hQ7QMk!`MkSRF_Sn6;+#VNZ_Y0@F3LfB9rN`v0#Ic*kYDm()8RK`ci zu%a%Txv-N^OW5LAvbzidJa_k7J}g71tu9wPfsAWKgt{%ct=FiQb3mTHX`(%NzM_?%5d0(sD&>bijdC8{~`fj4dUUDTU_IH)YSS>@1_IS+(T{0>p-3N-8{d7AioUqiO z!1Yww^_fi+oE)2d&>~94nQoou7p{ErpuMd}@d3K*ka}Wu>sde<4E($#PV*78W zQIUU7?S1TXD(*NPa(Ju4T%zI5)@R2y@~s}!rb>}?MJl( zL>w^cc~l=&2Ej{0>d)Fsk-B)$k-dTXKbr88ALDf0bYF){I-Z#$T9c%#6W&=oLq`|lLstG=0xOmZB1N#Lk9a@8;4U$ zRLH74SKfP#iZh}y$ zWzgIe6Q(pmM#Lp&?Yw_fTr2145KyFnqdB}Wjd?NAB;9WY>`6+A}hUGB-Grh9$OF2j%4ye=` zmt%Ch+hd)}bl3zO7SHdd;*pvwYe$ zMAVGy|5w+^ypIOch$K-O&a=dlB(~Ba8Di<_f}M{Z8J{(%_dWNJpq#e*`Pvg@uuFDL3R_tS9Z!piAh zTNO6& zofJI%TYT`XCJmd6SImNr(-2*ycU)eFhG`r2t)10WbP4KOq&HF^b>q?L_8VmECpq(O z^(Nu_;U7Xzb`!y=@5ZIULV;kT;PkA!rZaV+Hbff} zrNChM7XMckI#wS|4?P_1rE6Dz4L8lfJH_fK`^^kzPlF4jWsfE|Y&vU(}8@#?c@hTq1_x`hMTS%bT$_;dI zFu9)V&al;{LMG(n%5o3{~12m|S3w!e!k`8jL?|bY`ul;X#oOsf9s< z{IKKSO^>L^wAbC8bc2FWQQP;Tf@H+;aX+@)MFJ@(E^A+D8M^N1*&Z_^Az0t;hjuXq zQJb1@?FAJLyiW}TI;n_RP4s=*#pIEJ#~=rV$%`xxvi4UpTDS{rd6@mZYL0u!>p{f6 z>h_rR;bqVXI@6yTN5)yD>ACaXOdYNLyDaES#q995b5pmO^V#&v|B(n46`L9t$*p9_ zS}wDaUz2byKK|a|c_RAH%j$V^GP$E_b)kdlPlvaq4u;(!p{+3bPD45co#Nsj!ZIlk zA8#_(c|pO%jn(K%=H5JC3T3GXk&&R`v?9_etKOJ}1MF zR|jXc?PmHbulbPqF$bHVQZg z@?%^MGWqcA)4HhV6!hPk)|&ZE!BR{1`t55e5V|w!QGJ|@otq;h_^U~15mB#||HsS+ zZ5L#e6_|dU^qaT)00qfvTI8QRq0$-k?qgm$~c)Dw7}T z?)%p&oni8}!z6L|2^n9#0*(ZmlcCmeVn~!Zm(+(D-W^})Sa}`yR-Ll~f-wswrSg^N zH(zygG_Ax8+pi5a;+6Qy`XndwUY;rOmxy{7Rx6bqR>OZ-v?B*GONk!HboP zL{6 z?>%y<0k3=NY_}r=Gd9C9e4H|^{K+s7>ja;zts>u zGcnu$m4OERFHdreYw-MriD>${8rTaxNSBkSf%Sxqcu*(<&2JWVbbYHvlG45fZIx;? z6b`aXhA``FDrnp(UWN9vjr69%YTWW2+%V?OKvz`BpZoC)2#jghKfc01s%Y!a)F;&# zI*>VQtHZ2Qb&)ufT7`-)`qwo(Dv?dFGuY2jiN-aP?G8*Gx`y4kb!4Ur^Xfiwm73My zurTm5+FT8R*NogxV^x?t*Xy$5Tono$^%EaFu0#Q6R>N{;1rkr%WpN0W!*$}(32CNp z{IWjv(utW{ME~4yy{lLW-;1i92{o07sBk*)B%%_W(uGo|wJKpO7~db5UV-jj3d3TU zj`%+*7H^-?kg>BOhGUF^(-rTWws4XmY;m=6p2>}dvP-Q^Oy3GB#lNX0rccqM;eDNs zSozO{h2u=WS!hibi>JX!_7SmbD;19CFWW1=C1cLypL(Jb30=XfEF%JCVD&6<5Nj%f zSnyIyUmOWnIaC5mj*t-gfkFYXGGZQk`9)E3x>_46zpGWQuonFLN*ItjoZb8K#)BykQ9M6y)`V! z)F|+WJd3(zngo%7v9nU0DVS|2R2lC{LA|ZiXyNM=NJJ?`S&Jsan>#g>=WaY!dz=Pt zO+{hgvfj$HPbeNZ2KOv&_eT-!SX(h$G^p25^h+iQtDHlP+trdmR7g1ybtD;gLr<=O zauSw%oYFS^j>phdHp&P2XsqGeawPd#IMTI8jm$3uAvx-nfGtlj3KE88Ru`j@8g0*} z_cIZDItKMfzY-xWXcxh`oQS)Xby{mx5@2woyi3tH7U`w>`?OkHql7!oPeSgTfCBctZU}%gl5!Z8WnMu^gLin=1 z^T>1rN?L>(a-u__qEAay*YJnXmT!3@zrvuRb6~1ECJy}Pnp;oEC8GHJ>yKX}nE$8m zLx^!*0@7!rdK4y^eeH5IE|U(&xEN=`)osBTzW%_-)!qk29A7Vk-IbYF&B6s@L!fI| z>t`YygLZ{oLB&dOs1e@2YvgMjIyT35=pYVr+PZ(~Gk^lIJT0adxR8@@X{#O8S@Av zErgY>c@hZ)Rwe(own#V}8GmY2ABylvHt7m-AQD63qlz_saJOgYgux*@5UQJOKbqY4 zL1_Fw$^L3LIE|J5ma)Hz)idQ%5e5MW+*g`ndQgeqx3>sIx%&yc#VmQ6Sh;}v%IZ27V=jMX&)H2zxRGfJSavC-ww>{xd z%)xcgI|9;u`KKhwaZo;AzhSr{4vKf27$tRaNd4DgT(ugFhKZN@a@i4RIkhCXYcLo? z!M}3$p7uk(YK`ZgR5ujdS!U^^ctEhiFutiW458LPn)p7(pjX>}QcF7ye6oeSd-db+ zA%{rkON~ZV(K*xlzA$D^NDJT)4uTz}oHyZ?7i##XUX(}Q!0W`nvOo8^gF!91DKHfR zUVgFO=DU&bvR;=M^(Yb&`;N35wnW0La^h?ee>m7ZUn*Z@1S2^AB72+39k|Qv9W^%a zz_pmJ8rvy**lpCG&D-gRW2&Ftzl{yU2`x!B&(o1$@QTGtnM7hAIl`ppQY7l9T%GLo zLvgBBC~tl$5WB~AXSwdVjYNJgzrHp%SP01;&W`uS-0{^;qt-CQ4?NH2P>DiHox6kR z(J1`qzK45geLV0BDLdT5c=LW>OK$zqtI8+CQ5HZpw<5DOI>$7Q>A|1 zRvL=ob}j1@dt2X!d2nYaetT~q z{B91!t)sdJ+w6sigzExk_$VMgfD zCn;GU_&SHyzkM8zfwhTVYPoUnPoI4#%}BtgZ-~+_`1rN=Qv!yb4bJgWCB>% zLyUYT0pBxrbe=lN)U)6+-*YD4k{v~Td8NZ}%=CiTd`A$(rUq|ksQF@9^Df0B=_da6 z`ijIL1pkPmmlXt}Ve{V(cjfKT(7CnljYD5FCR@Jg9`BBXy7xWt&Cfz1|L)4!uY7^9 zko#v9;p2mv=RB?5h0eHsW9-_A8`r^ov;36l{y=n0T=gj_4#TB*nW%6|7@Wz6ZmU{` zV~v+o>hX#YL?yBGq?!bxVfXDfZl}C3*;;eCli-3|&l_~YL`+fBqA0B_?1|AI>o|7E zgg}+d*tR1j9D6jrZ%r$XL`%2l-A-~O=3bT?jV*>@tb^t2nw((#iex>+A$td|JPbD5 zJs#)}kTJTs))uS3Ilf+4x{VT@ea(+L!Xf`@PDv~_3W>Z&)0cllL*$Iat*T$qSoAcz z&@mf{(%VH-Hmaeh=WRR8%ACKnz&8zXHZQDfv7G6$b;R$XPxtTV2BF6&PC!vO3ZhE` zF@EwfuzX>||Lb!M;?LWZWqydlMm1iEc)xIHYfPVgB_4w9J$b>C2mG;pcl214k|(58 zxN43E2BOLOnbR~e5>GAWPhV#0>aW8`@_D&m103G9!DY|*|w(c;m#sB6pF%@>X! z6}>^uD?wmS*=6;N#TzZxjACOL?kHEyaXco)yeq-qBK_xL;oSb2RBs=TKhheV&7uhy zk=V%RFO>kH_UokHM={WJ<9m_I8i7^y6-UARAaD=zj9p6bL&4jD@gs@1aMH+HBT+O0 z98V-CmUQAE_Z|9~%Y zNoY(sUlW|0fabr4+TOj3hW&JDSwnj`lz4fAYlK7b;Z)J`pOdjrWZhKiteuRqNy)b} z%-s2}yFjLqJrxcSXJ=l9auF zaD^f2!>#KrEJ-l&PE5Gum5QlHV&PBa(xB5L8q*Mw2I7LT?f1Y`^m{#@-_f27^~SyD zOV=l2J~SfV#WoK0?cG#8=KeM;U%IHo9gQuNg88Sx$#R)hfKIui*-jTI$8YZY6VhI>7@Jkvqcit^xX8`v@;c|X1!MRR!;8T;6tT<~n@d%)*JzzL_mg8Q5~c=_(nck*l|R?Ylm4~C^f&N_Vf z6<-d%aq!Z!v-7acoRKJeE*~b33oq}g%7@{a6HTwo@?m6SopfQE-f};VfY#-8 zYp=@WK%I-cW$|7n)^q$i-N&7Y_KP?Cwk{B$+03d^@gg52-JNUO1PTyu^&;({TLDxO zzt#%8V%C$;v7dC#!>0857+#xPc*XsZZ(hkk+=I}$zL+fN4=ze8)e+EAHkO)@m5MnAl)$! zj`zx5Np38HtPC;sv=sCG+u8lfjornt*f+t|DqW1PFShukyez`UpPqX?t`*|rSK?7? zt$ggL+qK_AHW$vyVull(*|^<)T43+C9B3U@nY&?CfS1ebO&@j@!b<9-bbWUrRF_h} zRreM`eXXUd#*+frojNOjwKfkw*khH$2?V5SrL5QJ%ff#`cH9T-Gw^hzvS9Cg4oqAc zT#`-{KzXOj{=3};Xm_YwY-GN-4=~iu^ZORyfl;2&wRg<9Q{Ic5e@sBVa#jobR3--Y zPA_M?Psh)~r|u`2cc#W8Q7~+tjh$}Q8*Pu}fy}kvu+=ahe)TG|rSyC(+VCG#TFJvD zVV1H7!vwJ1rabv2l#Ppo_9wJ+8F2d7a7APy6~7LYKJuAP#my6MYHr5nz;<8Z;)~7s zI4Yr#6YrLfbN{+2+FAv0xN=g%>_#5+G(H738WG?vyk(^Na5gqvyF^#t@-cW@I$n&P79$j9qk;S7NL@!RjtZ@}k&?|rWR{$(!qI#%)Jf~=6!Wltc^h5I zodB^=>q-6EYz*>rCh`|%B4(LhN>NFN6@gVeoF^NH=HKyb%*{j9X~hlQ<@u03Ue`=y z?xl<9%#gMzK>3G>jE?$zq~~k9Q;+8&l<$&l`llTDmuR=$cg@1i%fB8c)@8u_xJ&Em zJONn;SQA=W3b6a!$Lvp%g|M#^^gJR}2(FX&2p`)Euz1MDRVcpzS_av2hu-94q~xcW z>DD~t7K<+~mF8g2PxVE)q$~&}-{Pqs%|}ne-1?hJg^=(f1=xNo#8_A!-^GCfXq;Mf zQLHF{*Xpi=qQCPY?H0*yxtDoQcZ-KdU*sT7>7QxN+AIis?A1MMmWe;_?XQ^~AYe&N zgS=j?0Br-;mM0Gt;C}!B0RR6KS9drS-XA6-*(()_vWX~VJF=BzmdYxcWRp$y-s_t8 za_x2R#m%}tRtS+14K1_eD+*2g?(eVjoadbLp7%NDJ?HbjRUYFL6g4dRMicc3!&Qt< z4ETDL>J^~zKYo|BW-#d593QifKv`Kpg5&5F(YkVA0}(-Q0hjMTn;zE@@O0pzbZP+?Ed*^ziS=ua1@l z=(Atr{7_giN=&C}ldSVc|Ru3D4~Rs?k`C{%R{*SuGc!NaNOve}(eUrPl)|M2kLQx|kU=z# zUCO2qy~Lh9*zZz=x{o&uUErhQH1V4xUMoPhkLUC}^zsnFpx%IGF&CXs;u6yk%|`J8 z*%NY*fkY0kyJqTP&>I^cN>4-)VuRstf|$qG9Ovj?3gn=hT619qk8;pZ zxb0`Qz#Qc5CzNzbJO_y`nNuBkOo< z%oG*pdHL)Gu~a0;Qv17nJ{Ao;P%nNKk&0R?#gW3#Omxx3lpsZyjn+?O@+doGBLVIA z#@^&C#7@`Y$z-32Nb|JWynCrAM1Ov>zdRACz6^V*%M_0kX5Q(oaz>(|8{^;7#-hVD3qpPF|nf`j$+TQl6@Tl(bwXr5+w~!r0X?s>Z!3k>WOn$Tg1Ad5pV2? zz?3jF9e8QMEV>l{Gr@hLo7=&Vs?gzc5e}oD}x)no4oRO)o zrN-|VYvi#2th^Mt~R&fm!Q*)Gtv&ym!4Q4zY3?sRaD2}lNJ20Ya>f$UU; zLDi+3kXy{xxTEd@Zgrp8$}V|<+SkdEjuC&jJ~{m?P$~>YzZE?-k9Py6k~cq|oi#?S z9Irz7U8%N-z>3ZfOB85!5m|2bo%b<~oC8dTh=h0!p6~D1#2GAja3=&V> zhC^xFjjM@X@U`4)mFrOusNH#O6KE0vA$!%>=ev(#TorafG#;jYm9%bzC&L{3VfhQLX;6KSzmnA` z1F+W5W~#cf;0WWNGZ$~Afh)^p1OG>fVCuJAyE2*p=C+nW0`qZD%T<`Gax4MDH$Tu^ zS4#$jJ3-faAq^s#&kn1KWx!mNCzobH7R1u$?lg1cg1HFq;=lAPuv>ig#$+-L_zQ3C zi+z(q#fg2DG?D^0)H^TR%cjD>vXe|cF%3Kn1MQPuWPms0wq3YNHdv^&(k&F`LQweu z9``T#pybZ`g~hHAn8=@!c3X2n^S7KF<5Cu=$o;Xz^<~4Db+0A^IU7#<`ow?vlmp$r zUrO>+VPI6G&1(B$KJ@vX>JJ(zg#N$t0xG;%_`7wy)V2Z(waSO+T}ujqpT;@(a9=(o zzlpm|XH@_}#UTmY7Yl%I^jl48eC>)x+37T?G4%r~bS>Sp=0ne`167VIf(NbU>IL z2ePjA^r44K;EG`FKCD40Oxtn|2p=qg{YzT%q6Szf%6ms~bu9w%!w;WJy(oke)4B8Y zcZ(oAVwXwFxESJBYa~wJ#zOg4pL3xI4p!^uNh7i)@aUUVa*ItV2o$I<&y19UI%QN~ZFM)`p_Mg*srQmW850~HHz4U*ck$fCi zOZSz)xrr)szwiK7oDZ@B-nljPI30 z_HDiziN6)FFnl}RO|uI2-5skPyIu_sSwm{BOIN{#KmQ#(^{WDm^t5F|xhtXI`_Y}6 zjtV&F!l6DnRRN`JM|J-wRRIf!{f#L4YEZb(*dZ5H1MeBXi@(XNh0S5-L?^3yppj_p z*+{H~)0_DTc9(15kcVQZbYV3l`m=Pao7Mn1_s~-z?OM2#DphdoQ!V&vHz_Vk)r0ko z;Kkg;29OTao%xkbfcOinCcI8WsB~#?DLF)hLHRA$&It+eLo&S(IwG#j0W!Up)Q z%3SNjM*x40{TXA)1bDuYbMmJ+5tQX5{0?srA^17oZ6k&RY*qI}U7Z?X6^hwD`kG!qzNuM<=&_DXoB!1c76tO6U6;|9F>;W z1QkxEimhjx!F{u|h_$B~ep)H(7a%gQgmSD&){}vvl_O{?`vf#Rjo<$oCWH2vOVsPn z&5-=pI(+eVGZb`fT@TT12EC~Q$t9g;;5X5Z$@Fdp%|zW)268i`M$pXuS#E}##97k| zGGtis76buWKM^d6^+1r{$lSn*(Uh@Nis^vy$PZ}BnT|eH-ROqv!lq(Ca7CW z^m?b%2;l=&JfEjX@aa{M=k*K{6t%9J1bC5PSHW?q$%zEx-mepA{YdaHYr-|9js)cm zB0gaZjli_#;0)=g{h@(i=R|Iwix|(+-9zWrFr}%@|8N^ zZ)+l)Gph&TYlra5+qKa3sn2C=sTzWA@NQY#Re^Bx_}txZmGEFN-gHi}5{@x_2r1iN z35VAM<0JGc!FSj;k2$gu2;NPij%-!1GW}2J(R>xOHJw#^^t1|c$J2Lp#VTO&$5h?H znlcD`J;UL>h6l0l*$oLwc-XM|!Jj!=3TqO6xYpx%>N|+!N?@e^TXy^Zwo&H|$P~yg zqB1ZEbvh?qSqe5uitf3sIH>T{E>GykLcPU52F165)Ih0xq^oES4=a-A1+RAsQ z<##a*wc*TIu4CbeqsVO@4{BY}N@`JD#X;Y!F2z*62(l+lXXY#N0Ka=W*wq&UiH4s( zjwa_qd1UgfcW-mS&eaJ&-GhP7JcFsS)O;8z`%JXtD1`T``p^CoD~5sq=9WmeVsPNH zC4DT&gO4IM9>zL3u(=iXPVsv-#O7$yx6@}sfC3N0;@528XL#M{E}RSD4tb#(mKd1c zxn|-YlLy|@@$|#E0$?|;=TSONtxLtE!kI4^NY&yR<^Gig&zocwSY|SS&}#hfZDIyQ zC6*-_mZd|JfPo(&D+BbgCz*AlGJ(DBUBOekY*>u)EDX%cfz{Z7@F;f-P|ggl`Bh}V z>2P}6cdIF|Ni<^g_f7(HQ?WAI=|srHlCwT}CBgI&c~1g$JmpeYFkT@IWG^z8_*iEE ztyEIG-N#I@JH9txdo=@A^7eoH&5{g)B#wE{>}c41<420Mi-OJf^T*D_N5CwFT@O$s zc)r@?m!6A;E`nOL(aU&fd-P;(uQUlZy{@U@3sONd%JL=CMhwhWUA-j~6AY@QVhRcS zykPxY(!@%oGvt=(&ljZL1P2WT=AoNTu;%I(u)5^|$(g~}JEC52ZFfk>E+PQDW%X>| z?|%T!65=E!k~I?j%!mtP@TXCh)2W4vZ=0q5Hppw+x!vhQt&=R_V zZ4$9VVY;V0a}%YJ)^^2P@!#U8Pb|v4y50x9#;ndq42Pre?1%e2MVb{jf0!6c&$X?*^ zMDhvWg>>p3quKP|{Hx7TXig`xtC=?jt*tml#tg+EV^0|ihOkJqQ<+;lI~j^Z>$d(n zgD*;|J@P{H?LE}>m%Gk%PzL!vjuUbBcmS;8w>Ov1Tt?hEGO@uio@n;RLW?1zH|myt zu}f6+Mt*}EFGCM{p~SH&jWy5v$TGs}&*}Rn$Zy<5T~)yn4pCgczt?nytbn7^^g{kX zHsu{^Uh@W4noJ)#k84123G?2 zd%=bK16}$A52%*n>$tV*3F&DCj}OrKfkKKm(;J^KxFMf5=(Z3E{U0{0Z(fRnTW^0T z|1?X6Ru=PvhE)GNltKShDl-t=Y0D#4Y287q&w%@u={@iZE)^*az3vOsa=MO(A-U&@zri{kkaY2Tx8@XSR z1qyQt_!TU32wu>XHV!v?pnr>_sfv5yNZ4tLUG_>8N?m#NNUlE?(fp|ExehVt*DHUv zH*7J;&ME-gu@;50A6PVec^ifZWB+B{#swfbi}5>t?O~|rO~AXa35m%5`3i^*ry*88 z^0!{ebmS4}w$dV-j)aHh)Z53Bk^8yF(EPv0=-*)x+y`@inwmvF zj|I^{o@A5WMBqCd{Hu&E6$anQi)iSlgS1^a=74;Xp+@=;2E=Rq z0yDV_p_-Mo@BD*e2oQLsT4IfZ)I{|oOpYZ$;JId>e3zP^uAf+MdQ$*Xde4t|s~3U_ zb{=`*3xTUVoJR4waQ32Y^MywIV?Lv@Wy+W8(l z+!J07#fO#woq4OP4b_*wE!W?bqu`-wz)x(3w-j{Jey;y~S^|fz6wd7UmVm2)-f~V) z3A|-{eX06!DJ+@}IkqR_0k)3t*|?X%w2pV=o?kgQ(*3CZ{J9(^lw7}^iNZtn$m9c; zeWlPf78K)UTncI%MaSQ{mO|yMz=WR^9@1Q;qjluUK=HHFuA4m7=eOV($jlXBDxC-F zrz#;JKPCG@A=Pipl<)~ASAyimvhugCa+ot*^&se%!+@nhOM6^7loWCK-7Tl?`{nDO zy=xUf{;Xg5JGc@^r>2!-uT+6xMz-hG;%eBHVbU3Atp#t=x@1y!Ey(rH-zK?M!w#*j zii~y@yo%``^xLWghest63=c+rLJi!z zytPXq)PfR2t{z82EpRtC$DXpS1_l*g=X;r z1s`Ot2B#GMEE@%C&M@kmI(V9zCnUQrYf*ih^nm%#AKi7(7ho6Um{S8kWHZLb^s9k; zfk*iG?<%OlaF?-B`E0!45YC9KhJO;F9%heg;3wOj#RY6FSX(Ji&N0-3kxIZs*}Vpk zROn5)t3`l!jwYw+PS?ZIqbF_+bagOkRP-xYrw;7?^Y&;{sRNn?c80S(b+Ek&Hk`Bd z(2_5U`?1*ovXbPTnp^_7UiW4siV{Iie_ES#h6wV#_)l*P2ryfENn3BG0q_#`;)cH( zfFu?9=PfG%R>HFQ79J5m^G?f=GO7>GiO){`VMheEk7u4deM1D-IeVHfuZf`f=J=Ax za{@H1@3z^h6F?)tsV+*5I=`-rP^U_OCp`&@A2SF*bR#Vla1yEdSf4+Bp9oe*_ZzG& z5P_&_)~?_{g2KeWvXeqYc>ln9`hz|J4q13@FennhsrZv9$DamB^*Qs(M3?{-1w8*! z{HgrPm)0G&36SE!`|gJc6|aR&dt!(P*SslUcL>TTR=gsyJz$m2CjE6)3^2=BMsS>IE!rU2|B?9P%&?aI0%e)ay~D*M@Mt!ondBtF@z$;B$Ewtv*br@}@{s^Mr#jp$J`mvRo~NzO zIsqohuloq+h|u!Ty==m~=ys}8}s-#gXQMeHb={fhmIo}9DETz0I zMkKh?x4^5^N(7qem%`%%M35kx8AS9_bIl+q{*WL+Y%girh?;{+_MXRmJ=F-}^CGT6 z-Hi~VcdYoxttJ>attwGM(+oMI(WHyiyxEw@=wa}@5t?2`R11A*gor+u16uDJL2tT{ z`>9S72B*U}S zcTcNMkfDw%kxN6A3~DnKx_5pwgTIr2YLXEd{9`74#pcM6e)KUx+WHBU+}W@CQN9JN zhYR1FJKPFqHgitC_HF^sPoD}g`&wZ2x%kbHi6_92&oMc{&;rVvaqQPsTA*{i_CLXf z7P#;i+wGUr3a7V(hePDr0QYJ~h>qsHG%oGXcGHa1HPa5~dfi)bo*keV!5XUg zu^k3J$vHj~YzOsS4DJ3`ZJk5^8w1 zy4C?QBimz^o$yTH zsM_~v3NSRwgygp{LrQ~7%oaK2^G zq}kp9M~IeD*uV}r`J(?t>ctLFS?ZaM!gN5z(P$UVrR59gq}x zkx-aQ9iRD5e(=5nt|c4&`+S`OQYzTs>|6@istv|*-KPNVKbnu<6Fb1G!>-G8w;eo^ zW_>Gn+Cc(4c!Er62Uh1N*Et2LxGz0)*5f*WkB0w#*kA{Uej9Oo%}0R=<=c;%tSDgf z>-vE`nGX2ZA$|D-YKMYQ!<2h8?Z8XCaVvz_1}bMtJj{FAz$3un%q~?wmP)58&2`#A zH>V`O+p8VYN1rn6Qg!sG)+%-84D~#OL{$#Nv_sTNJ*%pJ8;IF$^nL%*3U`M7=)Sq% z3dP(qlKWI!p+JXd%jVn)IxOk_hdNq;cJfnI?rJL>_;s?;_!9L!lx>fEs%ry9mhl?(+*g*K$S<` zBcHeyczWgdH=E8DIKf146zXk({{a91|NjhEcRbZ!7)B*!Cadfbl8_Wqj**!}WR>g@ zvNzd#@0ES6Yu$V8arOR4M3PDok&Hq@gi!qMU(e?~pYQiQ&wI{$&Uv0yerCf%&2|VF zW~D2?-Uf$K!5PV-tuP_aN0u+p3IX{U(YxL)z=l`jE4a}D1FeEV6?rYNuk;{=I->=G z3r#2ZPq%_<&em>_TPt8^{NJvNv_hlQ!FBvzGuTz`taa@+frd}?Wl=&CJWN?6n3RrIoS*c)L<$d|WB zrxDIuC-G=lHA4U4?h@lrBe3%i-Zg1&fD^~?ET{VkKu2-3P1=nB^{Wrx_*xJETj)lq zV?_YYhgW+?yb16i^Yih<81Q5FFB($yH0DBnC&=nd2WPMz` z;wp~^N~y-!u6-Q56l1eH7l4BqrsfZ6TsTmw36iNH;y|NTv$mcc4{fGux|EK1=uaX) zemxQo6FY;tlC3xp6}w6pudM@_*I{0lF4lrXHuj)xy#}TSmd=$DYQS8sI+Los23Ad{ zFR|*>Lc;pQ{O5~xP_Xv;d~~9-aLo432=pKCyuvvM}GWXWNVeR8#>V;as zo;@u3E=C$3@(s4|!h*q(roOu~RiJ#HMQS*s3UrJr+o;>BK-h)q{Gk9A@K3+`UYo>% zUKyLhbV@at7|QC}I@G{X&!;&J@wHHeu~UuSt%e#3%c5j!EQCBZVz)Sh1=Y+tFvC{C zw-42ADpggGTG+dOL=Fp=49i+)Ut=L{(d7@NMKw&}FLTHKt_C5ez64Ay7DjkS^3~r| zLWYT-Oi@(@;7w_4lFch1l1pKJ$g%=X3X7?j;3}Z_-^UyCJe5$wdcnZDwGuS3H*tjQ zDtP++@YKhPSeQttrkd!efF~cl{dLC5VClmMUSGKkl(v`;1V%A%?TM$%N-PFsgTsc@ zKVra+qx!!OZDsH)dy3KbPC3w78ZKX_t^nV1oYwhMl@Kzpd6(l>8MF&(TfM3+1#g?r zb7AWxfST#=?gW>>(i?)l=O1J42w@l%gk-pzq?fnIjy zmYI+}LcM-PFCG4MnD1Cirh#baG4f~YX%OVv;_<#A9a@$Ach3)GfW0Jp@GGe-STIzj z>NCoQlRt;JpG5x`ukB1eIZ1oDX| z6ml}LP*(YxzqKU+MmC1QdoBr-o};93vj`A1bcn=-_`*2vV`AQlCq(IWe8`V?hoMJh zmZNpf`<4nWSS4RckOXw`eqIHig62*;&l5mT;K#AI)S~bq9R@ zUpL~GFpQM5Q_fZMBC2oOaUvG-$Tjss(|^?Gz}Nh!;5=3XG*{@^v^1??Qoa1nQF>QU z>Lif=IqC;xI-+Hf=E1NbcxhHSC>*}AjALaRTtH!R^L~~-9URS3)YURqMngevn@cIi z=%}olB6*@dBBOlU^Q?H{*~@@on@p-^VdU=_6pcb@U9lk2eDu<|!%w9GxG(Zx%D=|0T7$E#DgKbY%UZk$Z zN-pDf7phEzD=;{F_|5f|lMCEIqMJEWbT<%ml@cR(nMnMrcq&+fb%BL!C0g6j0&z6- zQ>0itLQ;`jSTYVL^rtW-I$+lppH1PgOMg69HZ@v!#KgNwo!B2?b^`N&0QwP`LiEp-1Pm6Yxl;i>ygXz)ZrQ!jEegfoFYcw^#H!GA}o++!auO zUhNG@p*nM@zdcU5BH{)ojrSM=BmlM175N?)?B#6rLS@`l{iFyOxJbvh{_6b@N06^+h@fY2*C z-)O!tXtsT9f1)Y^n9we{mwOD94ZALT6vo3|pM-k%p$P($PZx6a539|^hs4zG5akg+Q;EEecILn7ySg=JLECnS26Ml$+kqzmJ zN1*x0Okisb!`+tLRD1T=1Jh3|#ITRXD zsV&B!`Tlbk+>)bFh8gF`*ymJKUwAB}XFn4WJ)~z^RI?D1qVO~Sf-Iz-8(V-Y%tHRN zEen@^WTK6ofR>kT>B!qQHf?J^1s(18D7xRDh#EEmC{*4@A;$2|H+%Id=;h$XMpkYH zYUs%RzHXF>qHycl=Y6wKL~M&2(T z;*{uUr2QmTqT4MD5fhjBIWGpH5mC;(;^(eNf#ZkO3Y`vOP%sU|B$&dYx-ZZ6!+S`^ z^qD28qS5zFrf2>Dc50ORMN6Ck(K|=4Rq}x3X z;OH=y&iBp(?#k2G^tpvVHC@vE+?q!)WAC6W`xC*8{>z07oCYx2$#s3M(}iytOeH}X z=D_&Y0OvX24$Ito?cs6$VCbCT9OM)RqU#lQ6XDSir6~Q$=D!f&&sBX=-R%LR31jD& z&3xhQRnt5LKOf*Y%N-r)9s&xiy*mOFkq~Y^(6UdAgT49BIrzOCX^YAelPZ% zm;P8}&V>(Vk7?QmbD=HD-TU+Dd>HwBCu96o0i1sr?NxK57>XbHeb(_R0f`}%was%F zAiDK1c@~yJvPSFAnC@a2;2mXeJ6jCCukrq^48@?UdDK}vuoyI+CHJt?m%!PXXL5qq zOJQrCV#>$3hj)i7FBEDj3e)44(R40q{_@ z>_4c0uKLr~3)vMAWs`I={z4^u!+p?Gp09*`A2P47{3@9IZ-SughlSU>qph=r)zH1% z7MMU?18FC|w%27=f$`8g?kn7tpqdK#o7D2KMC8;HqCO$hLR?)QPDBdoS~aqZBx( zNSB?%RMtb_v$M3Zx^=*2yOUFsPz$}Y{TuTAwZLZFNu&^}gIQINp|>@4VEf*#w5gyT zGBov3_ZSWY51RLG+Th`>N>`mL1py*D1l>wk@vt{$oa4cY2YodyhlG1L2%;)jGu6Yv zd^@hrRu=~c7-#;eX&hXbo)#e(9UJ>;G4F+S)GlC zbom?I2aE)u>=6tR4kW;7Wv=zQM+68|i}-i;HXfAdj5C<&ae()!NDW%52T5n|x2r|< zaQ%t`ir18&fk60Y&Nc3?X*~GzKe_il9T~eO%L(@qt9^6=zwRBDs zApcMZLzYBM!NvDmZhEXQa= z<~iWYmuiH<&@J+XUtJWw|4&8-eGzYc?;*kA9nd#%{&Z2vLSVY-dk3 zLIU12j?=3VxH7WC1DYEl?^E*oI}e)R%9p~{k6)U=S1|sfwPiCzXAn2v9&d)&(F_7r_402GTOj6!vYw7;3tU$yvQXP=0hhe! zpGQ4fVb)<^d;C)?jIK#GN2Inv3TM#%N$Ga*yjEgexzh$W_#K|RO0_}H=nu21x2<3q zRm8wS-Uc5Z4LiuWw!wnFzSrlUZO~Y-G1nK@4lU*fW&zS2@O#CJj5@Oeu3VHHbrk4? zpwyCK#M%iIX6#tTx(+y5PFd*V*#S4wU%cXa(gD8LEQY$WI^gbkoE&bw1K3)WtvgLR zf$SXdgkgCnXi8Rxv56BQ@f$9qBbEprJZ>AE!bJEz@zW6(yQPaP(Z(k@?&S|K8%MqiRWYeLWq2 zH@_2Tt@%!t)pWwrLcL%72@+3QBab&~L}>QS-xDq;#c>A_enLd>ci*$QM_R|5BF9ai zob80_7{jIudmYdb+F^3xOeZ|M`dB5*j>PMVwutGAPS|rf{aNlb5f*!?M7~lGq1rHa zx9D6aL>$jhyhGX_|7M}|J+BUs&@1tYBjNF*cXLLXI$*f&eLL50(!O%--%q?u;!CD& zB^X@^?6;j>Nt?O@Rx_{q<-9jx31Xs(C0Lp{d>n)1kY7$_H9 z;OlIMe{+?4#pE4uNNFxCw%ZQV?FB;Zr%3(8oFFjwvJF_O&27Y|TVeC_2hZmbtuW4s zj5uz!0tNHM69#u%;ZL2|IfJ-XC?~J5Eq>Pu9NPrTy1iD&`TFI@aho?jNoVOKN^9?t?k(p()nljxTM7r z)Cl2|1sWT6jli7b^K_-65is&SOLv|(!l%VSdATc1z_^lghSI7DvS_Gizfm?q5mzuz z@jn85f6>Nh@P`1Qmy76zV+m07aBcKrCIOT`G`QD{5`b^U`)gE z=d@M>7-|?SDIXGGL;B5^lbv`F6g}RECBsASg1T+i3JyL~7nxA=;Xpp;>eE~9IA{wV zHrC3=fyrnRt5+`$mR;vB=$s+l-^`;Eb{=>*{fS3k)sytDJRjmB*4Km4*=GcTV;!V) z?F_$Cs{_$Vrd;01TIjj3Gao!r3sT0+jqDC}(7^3!dHq8j1POkm+K#S=iW>w>eJBo6 zHh)*jTGoSm6aSo>eJv0p=06!W)WC9a098P$zmzTJW(^2lCbyFyA(aS+BORdz4Dv(8 z$+&7E<=BB^)_YR^MB)$a*gAN>?k1qBTnBaAYSWwKHQ+FvHK3D2(lvX5DjRxO&?#E| zoZMFh(F~0zD_F3wNfYnIn1BUuS_jK#g4HnP{3va$o1}jP2dS83YvB3gWjwV_6?7zh z4G&MKfaxD@8*Q2uU^TBe+(0Y`e(R{6qMmYClKRTqv{DXl#mg;5BP-w{?Tb1(u1W|w zwc1qGTnTjM+@-ZyRRCx5j!KP{gJH(fIO@#53+n!Pf(6yJU64ha`PM_}Mw1#ErV3vjN)fPUt7)5hIWIQM+6 zI_hf)eAS|p&*U!wCHKaEL7FAN^(HVOy{iPQ!nQfJ=S!e!X*7)iQwrpho$i5h7+~3& z+-YAg1<`_qgpd}Ju9oB6;4~-#s*|y{HqQz{Q-?vtK(G+5af&WI7A^#9MZUuFKShu# zaN0CSvl!0v3JX3lDuEZ10&DTFOW-fv#7?^Mm`^63`-e`=nG-Bae{Marx2v*?#2&F z=YkO0C(}Kj1q{XE!sA65aAM2vz7q+jufLhc6=uLwXZJxrp)4S0=}W!Vn+5CXTo)Ge za^M=f(=hADTv$0XkY?+f2fwbWS3jc2gkRH|&NTm0VeuH&tnygCRZ?FzQOp*#2<9tMubE5CZE12M^_I9>XYyy1!J35l~fTxrf`{1Tu*eO&hnRfyXttD^2)5Q2q)~$>gzz zBWS2n`<5F#FD5KS_W1y{dqcnLh!4ppwROyM8iMz`o15hIR_HnALsEQ_Bl?+;V7=Gn zhNu`1>aFfLBP~AMfwYw=lG&y1;&o9(zSjOO3O5bl9d+#w{UiriWxR8^IBf^AHJocw zBNoV;Nw=?r*Bzx~-7pRe_CT5#22mF32z;^f1i85^*e6zeveaLH=^w z>zBp!;ima~viwh5h$;CVEjMuw-L=@us@`%znwwv9f~wq6+(Js@zh-yj{(Rq9rt&co zr_%l8qG5%|zB_v4%kv@6ReXJbuOZy^RQQTZu?H$Ge~d(dCK~RKXCg9sAd$JfN2~vN zAt&nz`hjjg)Ws7fKF1S)?nxc7H_Y)wmT^n|bfQkkNoz_aR@@kcNRGYs2|EfARkC-Q zH>|;5r|ooGwi9sdB~qxpw?+!~%YN-w{gL|pWNt!yFlzBASzUe^iaY_G$_NZWv31U8 zDjfaMG&8MQ#=HkI5vtNXD`Jm$&idRRP?kdsfsYe)u33OssrGh>yCc-#MJN3pTA_PY zar`yo-ssML8JA^@A9BAvX(=Wfh@31bYnL&8XmO`#^6ju2>ZFYNlZmlK8#O;{Wu5hq zrY`+k3cL=uZaTkyJL?2IEayI5xPK3}e?_atVXe_SQL~fZlwHtx=uO7Kqi*P%M0gOL zgFE7)SV;{3VTX)pFVstVsi6lW{?FIUOkqey`GjPu8@v_z>O(E=N78fZB6qDqKq=8Y zS6;yi3av551ZIqB}a-r?gBOS<>pZqJs;Q%5h zja9zh@Bx+kTng`KLSS_09_96pNXU?#>-C5XgTUAR=XIl9K|&BS_O92I+O$b^x$(Haq@wtavI9i0Vm6Lkc7WesJ(*{;T|oa`b@?8n zH;g33AIQiBfWvE{)(Gw}s1CSv&mbTiO#Hg2zPxjXl;v!=Q#-wN&k>lsPRz1QTOxZF z)lKsQKlIYFH#qHMFfvfN5GBqUfw*$L?9;*{5#{#P7Y0v4k)eN>bxlVYV#qqfPW2!N z#jyRBCW0RtqNFG#GxA4A6U?vz>oJJx_xJcGtf}aN`SA3@pA?k!NvriGAsr=DoD4ED zPe%{Od5J3T(~*{0X{woID)R24r!y@~LKUl%kQE(^dVV{mI!%&djSHm@Dl^ev-x9-+ z=v>l#1MLQfd1&z)``(p{`N*Wu0m;x8AmTP&gd^Z7N*E=|T508>k#(-d^8-0ZfS69} zG?R(ERV`l?&t#!%D$d6Y=kpPr7s%#i7o$Nlhi%?p#pw1A%MEj_67;v~B@J=47&$na zynJ}27%@33m7DDqB1?m5&3Etf5lwgckwxmK=vr&zFk?_Yy7|b`nPIya6@1>G^rJ6D ztem!DZO*0W#_TEfO~z70H~&Q}zO@87c^+eau2PI95)xiy+7u$~u7U7JO8F=ub4jef zDF=xvu4F14$w5_xGqS(f3z6-#Q_nrx5|pBc3GtvWL3em^vZNGB(5*8iVXZO6=nqp} zu&-JXlDeTtWzAoJD7-#A7}Cr`8AbH3T)eZ9{Ubpx9<2;irpl==!k>-!SSn|HC-YIz zGZl9l>mpR!S3V}*TZ9z)Vpi2&79q;Xt7)g&3XuYttIO}qe01&R)R1_0F0yb+?wU7SGM&sTOR1;M4kOPAdN676wH2OtK?J6M;{Vg3Z zC_0jd2BieGq<)a*-{w)hz?+Gjtgc8`-cLj0YZ_ltq>|Ae7Z#d1i9}>7u3KUok&X2Y4y3zab?rTSs z;+QFh|04~;UFlcI`;CAg~!=MP^F{>h4`hXRsvF@Hbo1|u&!Hlr9G zz`N;@{wrqY5MUK~<`knn)Ns>Miwivlre|hftB?BuyB?jG2tz0^_V-_#xe*1))H!|z z$&oPs=(=-Yk1r%?)kpm0bcfr^b3W~~?oj?B^~USl9ze}HDJa1e0L`^*-`d?m!Jf`i z|3P95?CsR&e>|25CKwrcH;XvXn(grrd>0O}bhRN@N`hfC@^w>LUm#FCv<}663IP_K zrqDy>aA5R&{iG%{8l)b*d?O^72>$~B0RR6Cmv=nXUl_+Lqfn9}4Vk5-j8YOZD}_p^ zRHCG5l?EzW2o)Kb;d1xA?w<6C_!TnBNQ)HOgodR0eg8VIbH3kmo^hVnc|Pxh?>ut9 z|4K!}O!fI2r0FoN_q}@lR2K5L*hnV!ry=H{Q7HLu3YM+Q`Sx-_3eKMq3_kplj8Ca; z?|i?fAi<<|X2SGT{B`l1EUmo-7n4e#nn#(qYMH(&#j9~(Y|764mvZSg4yoQYveU?c zllL^$irifIs%f|uRp(>5hJDw|k9T0X_U51KA^Dh{pFL_^mW>{d$hVTZEQm=TFOCp# z@O3?8Mn+jUEqCae9B>=Ef^YA6ZkvPrk?=s1nayDt@Cw+eUTuUmIOuWtV5aI*m8cPZB0 z*Sv!(m2dJI*WJPITRqkF4+>$fR8^GnsR+I2gBhPKNhk;n4mc8Bf-`!Pmjv7|#VMOD z9pg`u5wp~E&i+#+=%4a3-_4%{z516_uTm0D78~8v+(yFLFOgZP?@0Kw%j_1umf&;x z{CUB@N^!B*!rwzlGu!{V?!T$pl!~GGb7AKOSy#MpeyKhQxp!AMtLU##P z%jnu0x=Ikhng8~qLMepuk$o@UmBLv6_O{0*WR&TO7XD*Wz}2a^NPk9!o&CS%#_2S~ zc1+u>X+?qgNplaa6gg&ruzVf0LpziV87a2VX)6U) z?h~%B-9bgdqY>|`muT3mr+V;lJRRTVTVo<#Q}DX}gLP^G8IS7Ri{|VjoyhhyVeJgGpSfT>DEiSjEc0DvP*HEL>{~v86hfkEG=4V8#sl5 z4!)00yBY(XytesdBN}$5Z3xZ%MuC&xpxdHh3jDR)`uKwsXwG@I>%I*Ye$2y^P6xuy z&+7}1w9~NZ%<__?=X5M7Qun3>(vVQF!muEZf~Z^4lRgR*oY8f3;JhHi`fBm3;eTY< zhA-$^JCO=&*8&ymDKw~3I9f5EY1qAoKYs34I_7j-R12HVK$1z)^#mmv?zS`O-q$FY zZhOt9@)rdaO9MZL>r%00;l^-X9u*=pyGnmo8fNKO)2_JDA>1D6S{cDWylR=>wUbO} zWTYCcI6_CDUw+i4nKZ0frxJ8aiw2J!1CzU^(-71eOM6J}_{oK#!z9u@- zg;^mtpD-|({OGQ35EGicQ=58r(IE*?;g5ZmFp*40t@5RNLvw#5XOEtre~;kS^tV*m0P6 z8xVY@q>hgJM}JVym=p0&SkRr5N5_iGH+;vJ)8V}AGp! z`{MDIDmfc%{%a%L_+{|P`fAB@!`^xYp4jODe1eK5HLL)UT@Zu^CeDWPF=Up$u z)K5z@TqkqjF+k5Sn8Sf;#&gxY2o4ULtN&g&j*E!3Uf;W0xmezLckTDfJk*TSj>whp zuzJgek=g_<)ExW&XmB_fwMe&Yf5Ji4d-bsp76(1!<{$lUCKoN~iWR>^Tzq`z=dW~) zhZVz-0Z%6Ip-c>t09eKds_EQ*=)W`h9Xb!}e?&hxP?TwI3>n1W)Wew@^=r>v__sU;Bh`8W?|cii!woFDUEvl*G_2>lC`Uic#_-H7o6f z7~&Jh68mH#(8sh{^BqMv9=IyOYpV#|DYLAOhKq3B_c7O*FG87jZ(;K{5j3t@cgf4e zP)sW}tqqVs}w-l=~%1$zpB?$RD;a<)L2`VVDk@o8) z*jY8)vN~9T+V%4fjh9L=E@?OI_7W+QpT;mrF;ciz^?tq@E`wsM?Wz@WDc(1vS`D~J zaX6n{Fw;m1&)nu?YsN|8totCXBS4DO_11Tcd!&e-GjWr>iwtw_4~RnE$?#ne{my)c z98xOQo1Bm#qTy=m29^{9u8w~WF{Nl{?-@>FNO8pfWbgUUQrz5Rbg0Z$hOl6-z|Cbc zP?p`}n`_8%ah3j($}l-;eO?_~wF5OD4*2Aov$!kqNQit}1Nl85!0Khlg#S$)K9$5N_or zN8;;fPt7Pf^mN9z)n>?0^Q7HAtC@&r39HBNwG^2VL49p^r3lRkmQC!E!ce(+;mxTs z^k{U6f7{Eja?tC}&`lYhjcm>RI4HwsVap7iF)8w&ye+Hnk)k?9U$KvLg${xf9I zR=IFljVndRcAsQRjuc5=^{>ayN%3vXI(c4-6pv?z2PLQMSV)LDOb}|^+$>)4Xkm6U{lPjBDiTK9ZXlEKrF&eV{b{A1s;k_guilr37 z@#*FJ4@jYw^i!~d@UzB21Y<^p!wPpKptT!?{{AX~ z_KVA<=3Y{`1&+46osc5C^m#x;uN1`tmAmh0$*{n^$ERxrBFyd`+ZNp=grwx#z1xjK z&>Ok^7l?7M)w_QV#CJ|hpIx=L2-8U}DI+uy7?R-nR6Q|5$gdwSAm$On36JJx3!&k+ z=5e3C5KroJKKB0+V5q3sE=D3iV28-?^b{e+;%gl%b%mH7k(6n>MTpBP7LsOF5qNvX zd&H%RFxqm>+^kgun)F7O^DGf=%}L#(wpj>ado|mrN`NQ(w&ogf1n5`rSfH~p+Xq3r?SZ5&)=;-%o z1_{t+t31=hT!3`Br^mWKeB`{FPiof_AnfYVm!k&+;0{J6=+gyA^*pS(dw}R8KWF3} z7%xO!a<8h+dLdL76#14%5&sqIq<0(eks4RVOnb${8pD%3&jubQtxoE;XyjpdxtaaF zK^{)mup7Uw;zQ|MtzFMKK5icS$%$J+#M9|+z1miQg>D-*hwkP>95+Zabm0*?s`Z*d z9T#>M>4Cb$cpxTLZMlSt;h40RTx7w3&;4jsK9|X6a%d5*jRC2`3fb83Gtr|S!e&y@#Xx> zp}zHW@D0skS_CvW+*Z@<`9tVL_YXDGj?!^ZM=v9JjE=&Y`^K_T81TJ!N5P8Fbr}{) z%Xd6xLA>YDv~Q2t$enI@W*>uzAcuwO%*%9WkInTlCeu*lF3Ekrk_O%El}QI{sMz)I z++rO|8n#-kXLx_4;l$Qo%fmj>Vg7Z*C5zDeG4zm~Z_YAtuJdTl6jc^J#-tokS7E?m zqS47PcS3hQc%Tuyfr{^o1iMKFRQzlnYRuF)*M* z-;rst|0x}ZH>hcxImE#675nTS=rWOi+MvFD9RpFG8Poo0(=cV$*t$vQC=d!w*?DRd z?EjD!Ozk0KUWQAS#~BK0#Oub3%&53`qI%%ueJWJlJ5+gh2rk&mQ~y{+!>?z@)AQfa zQFGtey5I~0g+b>O+)vWr@BC;9?Gs=KE5yZW0;p0+Uje@KS70;m^reBID@9D_#pg#`arf-|Mzf&>j47=&Uyt z&m`{WrVxCSSg)IKWg!J*t-E2xoKoztdbR%b{!+Zn`F1^UumlR0bJ}9HN>Niat|;nz zDY8gD6+6nvC}!@A&T^u_`1=iKg+CN@rl~EecBH_MVKTgMS}Fd2hO|CC-5CcQEpSJ6X4?CQfG))Bm}RXnSqH?9XsNW?%l-^g2uMDrk z2NA{ip*Bx*VOBA8H+pHDF(tvK>3Wya)DkE@_}u7KQiAQPto-)PCZqAth1EkNWEk3- zgbi1h;PMJx!@xhqsQ;X~kD6Evs$X-xVk_bAL1w1w)nY7mT%nUOmjtb~6L%Q?B_VE~ zL&w9;66CFHeRfWTjCz+17w8rgG>1~><@AvuEmAtt;ZTC;X*us+oh?R*w(?e+*F|u5 zTFi=0D}pd?^w(T*5!S8_jCyTS3_mqHlO3ugoQ{wA(ff%6i;$8n$&X54AniCi%aM%f zUQb@s2a(~QlQhGS$bTrqM{AyAF*b!}bSg9!A&0qL_OrAI4kNxfert;{x@_^a$4(@W zA7>684=uqRy35>^9;N6o-k4|KT?%&QUca%oWUxOuxZhEx0L@P|?&+4oB4gd4?n4rc zwypV?Swn(osc{$gJqbnrCNGqHOCV`pXenJ;ig4Sfx(<8ESY%RZ|8ETi=PZ}hPaUFQ zs3g*-rh$rEL!F;rSW>`R&4@ock?>#9d0RG7&rWJR6(?>H`z@{Z`IwOLKH7O|uNxU= zx^geiPBQ%Tw{agTQNfydFHfn03Ssntvgq41xPCagDL0e~QnJM|Qx^(iDz;ZHOe8~P z>&IW0nPe0w&P$zog^ZXXpZ9^cb^Yap?%YVg2Rb2pv5}vCh*I85k>h*q(ER32J_My^!cDY2F%1=2O|Y zSR;Ki+nbFACMUFIMNGUXn{B#q2LnfU#oV9k%|Oq|zmr!^WWxAu!?l13Oe~n`-cWjw zg<{RgL#9*~^zTPZ`ErkqbgD($^Qjy}E7wgdVsha5XhJ(Lkb}n2MYE;T%fRW;{+Du| zjiD;0@9ynvxcaRs*-9vwht|_`q{(b#b|%c2e7+2N1389+=Qv2^6h=2G6FmJqmt;`Q zMa2Q<%(Tr!pFh_3-{@;DKAk_f;*A;?4Y`?|JT3>WC#q$UE*v;UxutW!!OxXHzWG{n z!HqTu3F2|Vu9*E_&@3LVeECnmyqE_=N{sQWJ{}DA1b$6k&qG1Txzw9dF5LS~Ed-@p zZ0Y^+r$WF*vU;b|S6d#Uew_XACzc25)2wgVv-x0~NB1mG-9=L4lmC6;V$PvMd6BB(-j`^4x3%BtmR?sQc!m26h5l=C!OAQf{!KVLWZaP z<|DAtL)zmZfOj2z^mMTR_b1+8bLgB9_mv}VzAX^o#$ubLHZufJPfJtqY~aJ<>WB2* zb$lF5VGXvu=i}!h<(-*?{rvWAd%6kTrf_2gdtiwW9m^{HTyhDXuhpq}vsQ#k=CwSv z0TJ%;=Pr>RAozUaB-4uLLYVrDV?BII=thMf6>p1$_&RQpQFfIOvl|=>D&`Y<*&t!f zQx_3(EVfbB-4`vI>Si}m!+yVzU~lV-7)7syVi?vC1jTEy_F(3(XCQ<`iKxPDahvgbK-mP zmLa~a82|EQaVmvkm~T>2|7K?6Mbx$x9?q)GEE*R4hU82j8QgLnU~0aP2?Vd4hX3-A!`ol3?h_ zVCid5g2!5tT0fOZk@AS~`;8vK!`g4W&?JMC75i?UF2T2?PvNhxN%8*Mg7extrG&1O zOP85Qk?gE-v4!AWuWm!r_)IAp()Sg`Da#Q1zCO4oNQS&gzNV^5ayWiJwb}oc953D4 z_qiF$VNx4x>99qHtV+sJ2Xz@VGg8_j2!4L}Ip()WRR+=9HHG`m%8;r`CiC{RDRW8o7y=6!ilsNh+SqRql`9cDQ;>xJ&}s*pojp1x7CR1Q^_%KND{a&)L@ zC?+kIutj%&gJNjoYcOBR}Nz*`}{b)3YJk8ZL*QxA~`a0eyrLWE=T+ZR>YxLIev#tQ}ig4L%rq9kwo2cY~SfJ z)N-^O$I04?!rF2edXp?)XP0BE;fi0{d2*r-Z7-UAmf_~!&H8s=$Z*VNYM{MbhMfFU ziS?s0O#5n3Z@xy3$r;OPqt42~uKqWLD2s> zChw5pQFQ+AMGIw6o>S<1>!%b=-Z9GTRWek&{Uq=6CAeLAr9-im44v`fmT0mJt0EOz z-n9|))SOz=`EmqA?xIXxLELlD)&NhQ6ju_RwT2!O^(0N5Y7$1&)4{XLLPDi*v`F<9 zhDdSv`Z-j?}=%m zNnjL5F7iJsM%k5rdMBrdQGRJTH{q=a3tU4f|FT3_IoV4&`VR3fP#&oCcZjfP$CI?( z&SErPygK2_bun_hRUdzSM)0@wRk=tag15l!$%=F#jwGG=OBoiRd)lMw5s?7bjV_Rx zi2?{otxx{G5ukP)Me)@pA;GB=Xt8sIIAPiS-(rHBdw&L&>5+x_y~WOP4@HRQC(lGp z_ZDD#;kV@h*?g>)EBmz2`EXK=-F7^IkA(3FbBu`5K$_UiiRa^l=cx;A^?cZe&tBRv zRe-$OfGGa`$KKJ&fh=;-p)wf*2 zd8jMcf`MB+blO!Ny+Eu#I`VO-X)+(Si@deE0{M7r+dO`^x&R$6rfpFVc(6}W{$9S8 zhn|KJWnM2AjrAL2x?{L_8Ec*Tju=zoXhRWPF2>yFSgG}KVWc^FN=n$t;XmqjBl^aU z5VH&Ue|b3TRe7&&3J+dOhZ#|Q9JI^|U2*U@2bM0Om*fO@`pnj_I{2{+JO*WQ;Svt2 z55puQlLO7)`ro<yB+7t|2Z{2>k(3yfd3Ecwbo-^QwHv;Ac_dE0nz8_|z- z4$qh+*JtCJvu^KAJ%UGFP6wY(WaCWL%#}K&M4#S%@O|834*Ztphg~8#H~Y8du@#>< zsM3C3xPb5@$7O%#GZGv3k_TPm23SZITjB6U7V?T2E4yM@P`~9t;;9q->b+z2qC7S> z^Y@T9E-J(2!(q>gpOs-r1#@+^GY1iqjpsE+u%Q|dF}PWcg`p06-uXTzwnqy!yDOO( z8>?L%)yqV`u>X>FBn!=soSb4sLT8lmrnZaOknL8WcBZrOh-YpQ=F0?U-JZWUH5oAM z^9uK?qr=0jf9y{w9fBR}L(UWHJ}aB^N{bnIXgbf(*@p>_ABHRg6&5C4jGbTV$wKFh zBbjf^7&v71w?XYa4ewch%if-$VXnN;VC88VShsr$q9zjO9hnfaFN==;@WIpbH!;vS zPP#0@kcneFxBJ7bOq|?eRXxX^g?ZDaH}7|5VA_^r+o->3Fy6nv|56(b7c9d*c3h(& zb?StQ%pWu`pT_NOrqgl#I^(F#8U~aXt+T!|jfo>Iqd|Y(G4ZJMSz>7g3$8sAM=h%v z*xp$c;2uNA)wb+?>wM_QUmxD>{f>s%RMYfns&uGFS}DEArsLk>eSMs82AmIgldq2> z;+@#|Y2s5REb8nGH!z6%*^6uh`EvW8rf6jE-rG*buEP$lq;3 z=*E}lOm)?mC{#V&{`fu}$xUk%XIIhjQBdPmahi_Tu9<1IZ|G1C4k~$`LEMX$eVEfR zCW=q1wLfxTVSDx^vcnoS*z?z2rkj@`ol=o@O_Pnk37V%2=uAu+T^(es!^D&6M}AKn zVqn>a(%{ws22RGen8gr!cbmD^exp+?91{)QQCz^r{{R30|NjhEcRbZ^6jq4{S(S(~ z63U8H)+O9Sv# z`q&V=Xy+^HO(7O45Pe_ExJpt1cT+01MwtpW=Fz;4_o=XS*(7`SH5DwHkmE(g2G|TL zxArS&0E)SO{vDAWbD{-YCI{c7W;TP5;YE}2=w|qr{5|QcK{IrE&L(r)HG{tUU#+43W-vNN#_Aik z0O$GgQ1VI(v|t)VseY}XnEOZcwoM!S_u)S^|Hf9}a$QU~bEFkycdm2??6$xU_Me3; zimhO>z@Th#s};IjR^n1>1b**CcN7uvuqHOR|Fp$*F4XNg6Kv;pL@Wv|<}!EEsB-yN^o!0+sFxg>l$G=4n3 ze_pl&e(43|->L5a#+k6YJzqQE0$K1ld8HkgtgN%VOxuCWFt$hHRy&BiUC>~%Z->Zw zy2{kCc4#Vlz0~xt9eD4JemRid0UsJt!j%7Xz~Y4;&mSv3fU}?eJ~QZl0B#&CM-N_l z0Ng(RJvtxK0Z~^vWAZO{K*j5#GL7wam^dWt6f@Nhs#}i5?f+P>W5hheLHMPt5>`cYJ*dm{?)PGt$=;v zFYYbV3Te1WVTSK5@YVx!X#d_;_?Gm!De`J7Y^yzHXfy4+R}{ueGYFwzPG z6Ti9X4!6Mx*JC?}Y58@2`%ap(wZKwfp#@KRGdwuHTc3!Ufz3l=hM%(;PMhVH7~W_G zHN~ssCa-2t42hUlEpLY9$V7;)ZHA-uLylLso1r7~5mUi>Gq5WPJRcru0{v4f2MW(O z0ZWv5*zRH@^r@UxHnM00C7tI~I*CTOnP2;!1vSFHwgFzf)dnCvoRn>IZ3Jdkz0c#i zjWDv^`f(_`5%>elpk0)fFMEZLpEgfw#+<8}7%EUZJ{M~qqrzhHLgjE=J$&cymaMa@ z2hQgjEDnS9P%x9MUs7BTIkS4fCa0<3lepoR=SGD_)_%PM_o$%xXI4!R)o9b z57dC|ziH3yM>X)Z*p_)!q84PHnMd#u>wR-p4Z14SHi2QE3Xa@RD#!` zl)#ALa*#{@gSd4uvl6@8WUOyd16j}>BFV4_Su6OM~h26 zdK9d^Tna+*Pt2!m%YdC-a-w`+IT)S|NSw~5z<-B$*}}7nVLx@E|2bPRw4O|oZHp!Y zV+VJdxEdKYZNE-+;K|Uy^K;PQU@@HWHi@`fUJM^^UCmZ*DuFSw-@uEO5{Rl6kW@1# zL*h8wYNS9RoNMmmaJyIlCK*EZID>qkwx@di(#waT(sr+n`vq`^<3WD@sUqONuCCVl zt_U2orIS5Y$$%H}=6w}Ph6jn-TJ>CofVokO-^-N;g9nOiR`Dc=m3(>B=3fpx@D}=P zP9XuE6Qf;&PA;%NyPVsqnFs2J5{f3S<^yhhwqba=0C>|Bc8cHU0IUAK>iGUlsIZm4 z>*P*=5z2BLmn|OV{TlFwm+{csu&pP}PJlN@N*Oh!GGSq5UFo3?5sGp(-hJ!Hf*)z$ zL~iclKvB1&dUAgn_-fN}f1gVRP6ZyFfdh#UfAW|4g@XwY8*(&#S~CH->5tq~u}K0^ zONQ1PoT;EO$ttl6>98bD{-R2c1+806QCtp5@K`z{V6SgDgdN(<+YAo|_6Vz~swHnQ zVwxL^Tk!_}tfw39pS)os-j(~Xb`X3be380U8V>zFLEL#3X@VZu-6=@m_IY@hpoZ=q~b}= z4{ngRr}4_UwLq}&P<=Pu9}3wowT?TeMnMO|v#XA3esKRzf4FJXd59>`oz~l9j{3&m zwqD|NK}Yt7ZCFP6AmipulcytIh?3!cRi)1yQ4_W*W{u7w<(wCEC&!FHVBbe4RwXCU zWZq}_*I5QKDG@fQ?7CLmzTS5CW@hKx1_ z_8$H(4RsoE%~28sPGPOeDV{PKlqZ{Nu7hIxHWhfWy=7pf& zQ4fV`l_!s zlaVEh>qwz)Ji0`0MyA$8q4lBbRZGI5XtDp3>BQ*>G}@b=$-|w5LPyHjIET_uC0;)? zJ|Z2}{u-BSi%mz_LR5~X_*7J^p#6+PE(y^e&7bmJibHvs$)0akX!T`s-ssPXMuBu( z)E06oDtoABkV%h4#`6{n(@j{Ea#@a1xD|_R=PrBvX~rNrEZeO4!*t{}l(($Uo{G-f zTt%S{3252#P|eJvXmqqRPg}4%6|LR9S~9_lM~aUnFXaRgP;6iXkM$@4b^j_=+ZE45 z??*T#^F#26=j3M&spnYqA!j&6c{v^ZydnKXEiDO!>uT;PT}?$nlK;ZUa(FaFh`R2% zLO`O)ze>B-2&njv$=K8n0#ZwP%+#idM@c*93cRy1s5?G0&_6C2ZJ`9_f%JI9=KVX3 zJvSPy>(RT|P*RbJ%I45nD=gv*^pGyL#iDpUHkS$~91^nbzwhLPMP+6wBJms;JTf8cVeZD^kTomk_xv-oyfm-WJ3rG=FT>bK!%8ZmTVgq^b~X`NjjPxbJ25Dc zs(ND4ITOjIblOR^WuYL|n$~sW9JC;Kqxoqz2}L(6$ew$agPw%VpVj}CjTFvFh5vQW zLEl&T_`04D(btS|kJopJD51Q4a!VSI+#5>#2RHEOgQ4+tlet`^E)iP(VW|jNeJnif zutr9ABDCf{P81`I(?Ztp;Sv-wofMI#SB%&(V^P8v$VlY_mhbsNGEyCTdb>KQ2pu== z#m($3M0)XdEk_OVk?THAdefm|w9_{gaCVY{%&Z>Zai;-LMf?zx? zela^Pzig)*y=ToRG*78O`n&Qsx3nseUtB?$OIHQbzSwh}zqB0fHTv~k{%aYkRKBJ< zs8x!XuG{TBGgE@RdI$3!coZW&Myy3q2N~_WezXxgLP45At(<1#WoR5-wA8LFL$O*b z$?`L0=y#xIX_!zMBG_LK;9v<_{zyNf+g^+g3TVI9)Fz_`{B0k9+$}^; zWBb}YaK-2)K1QqkJO#~XJF~X;P*9bNSI?hc6!iQek%@Jbf*v`fseivvf?D4%*;cR6rV^ElEO3EUxuXSWAMVg)FHSOQ>HGD)ZnFseAdpNg z?-ilzg8MJeSr(zkv)mE~_7ouB^8aqtY3CwNGYfWIogB34(qVr1OC}O|WAytSJrRZ2 zJjX`sk&t6ZL{8awE;|1qJyE}EAKEhfq2p%=G>OX+uW5MxV)_A5am;#@Hc7~~=# zZJVNAe=7_MPUWLhr{SN(Y-sUjEfFP^=>A>%g+ZTQ?zUQ;z$0~&)q6}>9GW}Mr_R)d zL&I0z>~2Y5kPp@BJ5E0h5ghuE$+tu_EYM8GpNm32XGao$^@Jj^^BSBdUOJ=H1O{x< zV_Q_>CD&=e5svas8I`)|#G*eLmr}xdV-XSw{~Vzch2$l*aM=zKD2x7-k#naXvYbkb zaJ*xOFn(XnmdfN2_x7j2M=4IAwWmRhUndZ}#|#)AbOZuH+Le#p*A5m32cA0U#hfh57qa#kYVXqzw!|RtmV6DUvb5ki4BDSL}Zf->Z0oUHKI2;eZ zSsrVa-$(`dk?>~;EU};wg<=>9VQ@UQ>X@Ww82IBCkF8xj{ElBZI2$w@d%cc= z55r^%>qtDjcAL1~E0O|r#fsC$ff>N+C37lC1_!xKiQZf)8i(iVXO9L}!am(4i80hJ=mf7sWgV>9f0zID$@Ko>|_&1sa=_jM; z$)6J7?B-AB2lEMVWH!1$-CJ#Q<=6Q&L3B2e7N3(Q@j!tyD_bnZ$sc$-hZluHT)p{+iS`2ts zG~T%W9t)19)mN{%;bHO25=&@mCJ22$q`0)51$gPXM&ApW@L7!d;$j>YHX=A#$F5?) zTHW!f)b$LQ>^gbqAi_YAeML`o5EhQy4mRSV>8;VyJ6(b?1PF>cZ28HU2s0N-xws!^ z!;?uwSN19k_AOlul3B$;Yn64zUttW8=CU19=`%p!Wq%blMMA=A-k9qDr+%PCM%qJVvGA~-Sxv$b2kslBC(Ix5u%^SZT)2k_jcU1$laAR?K%62;4v>HlEQHj> z^Wn&ng0$_e0&wk?kyd=44USF%b5SBh_}S*&S>Qngh2o!_Q@lhl2tP|t`bUIjPTszV zp=_YIlRz!zeNB389)xbm-X3Eu1Rc8&&HFAz5K39?H-425m=<~2hMXJ-j2jzv zyq*J}x`sP3mDw=-EQ2LnEe9yeQ%`2QNDyu3F3>!l2iI|z_GT*-0+ZhJVd=pl(8{jz zZyF1{AXxZI9tdR?J#B>ca77{2rvNo6s=79A=&^ZSN5=?VEahAN8OPkxT z?NfX6LGg1l>(Xm2lciTfK|!;stKTz0D~XdX$0!pNeduIF3o>EpyxBCX|wWEW5vP7z(Ucr zEgZCaRGyO#A%L3I?sVP_B3N=Wl~4w0eUA=GyjjkHygm{8h(EbB{oQp-d_D&VoP5`= z>Suy$ldyRCG!8~QQs<6;#ex_jyf7zWK{Q*+p(Ppz=6g$Y2iox<^tDlAM=28+bpG=i ze?-IGmU928H`y?H(_(FDodj#glb*LW5#iWy#hooiJcxAb9g=UwK_c_CS9dTL4hpS_ ztUtxVfI^U{?r$8#e|hHn?l}RpTm^*(bZIzLYtqzlq2X`aYezqt=C8u*ranCba z$-jsQX%E`)xClJhUrCV5nWxRu(YC?KR2-b1&@l7$$HTCYL157@0yy+`-wqBTg8yfD z?tCp9s;1AF#nh5u#iz!mXf7B0pP5wrbR)tL{SzjJYCN2(EbMbN$3sZqJLJ%TgGReA zjEzNjQ1+Y~xjRk(_0F}f^Bc5x?um@{WXXZPrcqsbpIlJ5*0*N&G9MgX_1o#kkO23C zE%44F?cBwVdYgv?pqJo(J?2V)ZXY@)jurxVD>Digk}?4oyo34Vlm!f!}%b{Lei_AQYFSBu2w~cW!!{j7&BN)y5BON@N4wD9fFMQ?z@U zfBPZuK{oU~tf{@KKmtb#$tFFmJaAY!dMl}-09xM_9JruR1W6q1x$O32=&F^>Xv!;q zy6f*We(2|doyCwJj^`0J(d~JyFKN3(|#B!Tnt5c@_A2iJAl4_|Azo?i{e}Q+WNHGY9$$A}u(o zb3i#_lFm0U7gQ6(8uqE>gMyy}(=*0Ga82%P5FO8lvcfxZrHnZ+A2r4Pjplm;g$de% zT14pPQwgJ1XTo(+oS+t#2y|T0_~`0vIPy`P@AOj=C}(-l^`_(j;hMzK#7Y6|UMcO! zFv^7u)yPf1yIH`S{ypLE86u6hHtZSFGNEtQeMgtZe-jSzQOqS-;LGHbz0i>Z7&&|C z>%4g|EAi3uN>BkfJyu$FPcMQ4)?dHOohX2U7Ck+=F%n>O2Ad6Oetwx17)Gw=< zel|4+YINwXt#y##Y+A$2x_v%~wWAo>}!2$}TWJsFHvX?^Eu^VNF50!xrCe1H0pd7eU-k#LisQ@*DujIst zDhPab`_@m98c^(;S(&-uj#;SE${|m8%>_oLWE_8 z4!uAf^oW?dO0v}fk@tAq+tfP1HJPW5W!HnqfScf^Jrxcf4da(xp~8}A`qnE;Dx@By zY^B|+hv*WF$DW*eP|%QAKj%{q(lixRRP^(tq#D4!s-?-0(g2gz zygE|6jS#uj`d~!60aUlct{r(og~ZIQ#SNf>aI4B8o>3~?r8s@6-rE2Y?kQFlnhjuW zaFc6~&|i{Ry`bL!B9ULj?ePtu>@(3Kd9V@g=ySC--D!kQ z%YU;G*$seIYJMKyMFshA?OQjMsPJ&SGbEGNUy+Jm#mVhD==KbHu*p;piKp+s%2BBY z`e~*;7h38e>v0QnlPDF|{`v+b`%t0r0QJNnr~}SxSEiIt)`I1;;@(Vy8u%@K>$75S zHAIL#`XSm^4Q!{Vln9v`xX++9$w^j#TKm7kj zsMUe(5969ItTn*GOL=6)Uj_8q1Kr)>J`XrHvqmQZ?iq2#S+uuYt4id-YrwbuYY0xT3X->Gy>$XBpw991 zGU;u7DN<~>wguno<@Pe zvv85l)=j9F`>z;EFUM)Q3o(0Oo(<*sxw zu=^y;SgjNR*3v=ntqK`5yU*_p+bM#l;~PfY`^Yf;t89?<78&O0*95GG$k1)`szx%s z7_xqE&qcp0fqT>t9pUNp0w=G@ z6T0*~*e>B&VK*!Qg~)D$|!WW2?t9@nErSdZdSd2Oir2 z#mP_t==l2b@YD7w?t>|zlp`CY>b|5zW#oX`Nl-dbnhQpqcYa6G(e`ah&$Oo;7Pxm- z0<{bOgcD~-{YnF|93+|wT`^01H^;B@PtA0AR2-8vNO3BV@A z@LBN^5g6ous(%;3!k-^q_a{}7fSUA0aU2s38wKCC^-H3G{!9Xa%ozik9^esk$$spr<&yGyf|HJ2lg%^ymki77d)wVVP9yeI2O6W$y!=pb9dDufh zY}NYA31)w|ZY4E^klg3o(CG#PeBX8dpSn9tjy#Van40v}yR zqk(h-Zp|i85jn#o`@#w6mnWokrUF21f0q2;F>m-@#eYD;z!dH6aSp`T1|qseS%l=)Z%wB= zi2Za*=qQ^VR19aBF7LSoWtOvD92dQj$qa$`RV4x?C#P+mi-|<~sTOU;wNZ$k?IEd? zDGIgLx;iA&;ztS&xReTqAm^ezDo(8asK`0vK#r*+DtgVYc$G&Mxr^S^D^>GGNoE?S zw64dZCU@_6h1di%m68{9FeC|Kd>QABMUqkTrBim<63M8C+-6d!ACJgf%9xzjQHYb& zNyh7jqrEwgTzwh>kO8Zww4k63N}c{G!y4z0?%K7xS)YwVszGN@=v1X3@*CnSIjwYb zJ>=b&kbP-LYjfc0VdgZ%e6g98>tzxO(W8#DDm2) z`DjuyBCy9-t;i)I>-nrpW|(-ye6OupN+bd84`BL{=ZHZIdq3>y*TtiO;)DJ}I0C{B zFXY{xA)q<0QVQW70V&nW(-WTK5YN3|zpZ_+DB$ypNonPDM4~@^k*N`j{s#a6|Njh^ zXCM_`6u>1RGet!RsT88bUxR}rB%zWdAxX%J5{eKaJUr`JZ!hbi%s5&!B$WoKq+wPF zN$CGR-4FMibI-c>o}Z=89>=r!*)TnA^+zc)58jzK18WBfT3`K>wCpE=bfC_!nWQ{; z+^*u0p`Qy)@qwE9pR?cuVR)-*IuRyb5Sm+ZGQj5JqU4;EY*_I3+C$>&eU>=(DL%6h zw#80%x|tI{ycDcIzt_0 zWP{&Zl@Y5lBKS&tU-w5K2dvwRf~SrZfMH(Pz(`FI3`>nZFFJKNh%!w?JW9so(5wcU-b@a(xJWe z`1#ucbYNyb>W=B4Li{Czk{TN-nAWaa<}yx(En=?(jrQ{Wd7Dx9p}P=r4_?yz-d_wt zjca!%zM+EFNpt0!Lv&C~(3j3y#Q;V26~lu?3uYw=%(2C)hvXGZRWl{&bUNEJ!!bx>J+H1TnpL$JX=Z zhHv!N-v3L74cFs@SM2A1twu)(-2>o*$TyDm}Vj|B?ZnYhFDs zpP~a@`17}vW)>JEH!LhO;DUme7lA&?g`~*@*PZkdaQN82tlqi=?&Lc8BxiF$S<}I% z{uT#J#OO)Gf*c@S>1kDa%mTurO*_-Qn9z~nTsqUwfb?}&J#1pxpt!=+IKh$&JChsz z9jv*qd0DoMq74^BURYJHY~{e={r0X_D>z_bd}K~(I~$(D&mM(MEa>a8di8QY6P}IS zE0o{E0JUaShm$v15PY)N;2oUUPA%ohP_3a{aZflMol;Hh762vgd%F zr`*3EL2Q^D==)ab#e!WydR(LHOsE!R?!C2<0k3!Ko^R-3K;uot2DflFtZ{PqMgGD8 z_bS@P8!Nb=C3CvIBY+E?UG$mQ+Z@;){v!Qt1sj6f-aN2=&Vp-lo3^cNW5PXGIic9o z4CoPU|E4WWhc&$`b%V%E_|T)+-$4XhvG#E8(!DGv5Kt3WZ@KK5io}+IQ zQg4xAnaYckOQa~EYdw2!Du@Q9mV^}D2s#WO_%FUMk`4t%j8lXwbf}dJGTx&>2eDVa zTF1g^kj^tGiw~v3+?OMEF+mg%xz;gYd!Gzy$E5A|wo%}U+p$IU8|l!HAFrz0w-fjU4!MT+evCgAK+4VSR1<`=H^g>}$276h>BuQAu@WaC&-J`^Khn zcvD4h|CLz*^bc+S9mEQ7T6=QGr@_yMDj~c&Qo81XgINNQR9X(5cFb?YcWefdi+J#f3_9im!M?+-)0_AmdH^=)p&5q zCX%}8eFY3kJU#S&tQ;EOONJ68%E4w+jo7{7QXqvTt6cIZ0q(uXq2c=+kki$AZluNr zlH5d8P$3&?%-<|ux1I}w4<}mg*pz_mZH&%Z;6lSgr-7Vae!h~}a!Yl%P+##)fN_X_ zZ!Dt8x0LvO-e5$#GsJ|$<)NR(k{BRyuySf?4g-QS%Y=k;SWx}z!%&qD8@3adE15R1 zAQC#<7A#pH;amFgW;qk2W?GY%HZ$OG+dbM@B|5mmW^>JMDs&`85?{(tz`Au@fOCip z-?HaR_moj#{8z0aql*S4E6+?Gi3TUWcPRum(Lm+Ky$wYoG@uPRpF7W{K)iy*4iOF+ zmdkP;uM{c*!P``Zs6svz3Oq{g`;rSzwilyKYVtsWRyxbwSqQ-&Tz}E-7J>5Oqnc<_ z1gYJdG^{@qfX3;%J73n3;LsNN)fH=Up~f=bPPZisD&GBD(Jr;r zR+R$%c0YX7ucbp?wTb+$O+=V)TPu+np9vb|9a1gbnLv1~?)^PE1Khq|U9OZz0G&1R z=R7$#VCPczE6eUCLZ0N0hHl+BkciuEnXerMt))b+#Yi|vAxkU-52I9ei zd)Ya&?;5NgzPKcYFRwlxSh=G6DwIa9R}{Dq33YiXcELA;!Gxt3;@#~FJfjB74~2FR zZE?iulaU%|)RIXT$$rpo-sP5mDh!B5`j;}p!hr63>>&3>7)-9$mhJc$0z6A<fN;moA*@QZJafWfHAq z><Lr7I_|wDr0BNbfyoYTSyaS<6avuF(Q7QzH$Hr^yaRqtl10EZ5A1q0<4jD zbkp|3HfK=u*#6&Z$IqjQRytRFAsl(TLJygX#o^mN(Yb)*@#uY#lxou#iFIi^Rs2QI zqxZLlqQ;FOn3(s#?d0+h>`S~Exc$FSTpfE?-~sb8Zr|k}+aw%|Ve)dvuIVRWXBJH% zMmq@=UtIQ)zY&Xsy?;FXHbr8esnzi4nn)ZZyt^r(cM%^J?^&qLyo7Y|L%*J#j>em% zdf9JJ#iF{Um!iU-cns_|n0cO*gtCHpqN4V(XqT%J;Ir=%>OO5y8$S_(WV=_FO+N*p z%4*gHL5cGi?b;!5rS~Elnx!bwKVHWBUakAIug744`5Cr+OzXK>TW3iq;)kI!)A|^1i(e~e(|ZwVk`o~zTB2)#l)dgvU&Pp zz3a%kcymeU-W06T?WhZg8WF4hu9~u+A@J?I zy5^sL1M9w4l>fVa1Dy_-`BLqZ@r#;9lWoKej0_79sq{<3Iah-Mi3jO;dvxRVs-2nW zD%=yVNytJ6=i()KS2B@#K7FZM0s&ic!wTCW4NYp~GTs!YVj!H7h{{Pt+XMZiuDb*b zclVvDFwDSh$GeFAdx)sM`QSe1yusVCEVHfQ66Y-oRX zK@NKDS*=c&%tNozcxCx1B1(-lyfa;tfxExWO@5kBN71A12|lONam#lZNwweUC`%kW za8xxDeeRr8?CvAtw_#>L_n~YgG!;}QIp?BJ+>W`IIoW6+<6e7lSte2+B#EE7kbxJR z68Ej^O~<&cPfPB-O-IL))Z>2yGqK@mIyvGl5g%Ti42jgw#=!_SW6SPbv>23Gz1KDi zy)6Keu9c{pzSR-2L=) z&7@^2veU)B>zSqE=KO#z-7ow)tLg6wWMm*yK=1rJPa>KVGvDBwESw#3|K)9!gX;gC z*t%#-CU%S^Rf!oA(AZag)5%roXe*p{|KW;s44gU=lr)i!xgu`uixe|)#=PKxabOnq zE9(i^@$=i;w8w9;XfA3NiO#0mb}ZxPSJ{B0N+o8Z z`KaplT!$=l>xjrUzn_f{yZoc~J<7#F?@NZO3`v+s-fG10=hv;HsVPC0h(u{urM&P= zl>N>96{wksH+QdXozlxf?(WuSJLC9$Q=<(okLAsaYC& zybbbyI7UO4x6zSBwsNUYaih)&cbNqcD zFi^!NHn`T0fi72l{dX^A;uXQ1_xp5M==ImJbW08!$F!OiyKiyO#&M*ydyv9bd9)p9Ef>|Y>E^{#^a5A2Cqy&3TTz$0C zt`r>{hDLH=z7Sl&F#N34A<_dSVAmAJ8uRx zb$uB=j$V=UYH2x+K8QH#!YRk2i=;v_MS18{Wc5<2k%v!@q(ueESE9mn=1k3V9&Vuw z?LTF}!&!mLoa*@sv=`MQh3w|x3e60WA5J_>sy(jbILyO)evHlz=Snmv)-RQw=dZzA z-gl)|;mdWjz?7d=XjgjJAgi_#Pe$U)~*73i(yW53I<0;yHnlO^31D7^f5wDEQxiq_s*Cg97%y@P55-FrNI z_)Ft&q+A6~Cr`idIa`KXL^6L|kSas!5SHnum*VcY6XG{kl%imo+uv+vDRzYf3;bJE zhAJb*VL?e{$Sk+|eN?3!UzF*~Pqvq!wH$T&mns({@9z21Ji)={7v4cOt{mj5Y9%ln zIhd5_dwaVM2M=dl;#t~paNGTo$m9Pwn7UPVNGy$uDphh{-4?TvH=sA@yTHIc*87Zr z2nLRQquw3(O-D78N4l;b=(uwC2`){Cf!1#~6ii%YVDQGpA%{6a( z!Gnpr_mmvF+C@dW;DGt95i;&y_v;KPm5gRXBX2}6l5wTA_!2b+8I8u9d95B~EMnQ@ z6wHz_{`$S9_Hz_m8(=7|Y)3&pa)wVfh*F zBI!lBXsy82?9|S|&F$fXA3Jk!`geX?%lTX!JMWh=|1=k0``M{^&LBiX)7X|EmptVhJiO7k&=pTVeDC3T>sI8!ju| z%M%~LGXUtCVEh=lT!seMlC65-t~)rs3{QsFGK-B_$n&4&KJbiJv>9O#*F z{h`~M16jXq$ZtxrA;LKRX1H-SP@{>#Th+6mhp>iPTa^iH8%6T$z8tXVf7iy^kq-gw zl8X}C3&5y3<{Z=(0rB*Ir~eKW0ejr{PM|_D2nyWnT=laE_Nd#woR=(uMhUgfyr%`Q z-ehUs!YdN=ddg)*e6_9R-X-#iyn-X>faHHGOLg zpEp;!W>#%y!tCKkojV4ZQ2Fc5qwoGKklLUf)VYiWO0U{nTaGdzSSz+1G?)}NH7*p6_uVN!#svrM>^0YE94LjmqTe#vFn&hHDK(J=#D%dw zs|`$8b%?t6m_HpE3X2-z9R*XA;zxNzh% zXfeTiN@;hsHv?4lesh1Q@a467wpfeOK=RSVvrBg=Akm>=B&9}%dHIxiG43 z>kJwGiiqemcu~RF_*vP^IV$wlT5n=Kp@NV6NAne-R2Y0C{Hyyu1(e%H+aC^+;YLPs zm+}rW_-E_cHSqad^+%FNZaV>oZ`1-y5Is%u)C=jvf z_o1L(DlAblBH!^~fYq;m;v)hqaE(#b?x|tHp9rblzA|hOIbtLw_l5+cFn{JPA~WGuaOodrXSBVJl>VuGxX@#k+;I((5irc-^D22qK3Lv4hpV7qV6`!`Nx zP`BLH=4ela(uEjlyuW)mG0WMnN)CG+D`dPx>_r^2K0+Vjcp z$nZkkc);;U5p2Hg6g%;U1osbZxi)bt7yNb?XlflSg3&LPgeVs>JUX*r%UMSTl2F>S z`MzR!-R)oD=Uxa74P(<+NF?ylFkACzAO|i9m{mv+iLfViVsqRq0p3saUm~o{hOwwX z#j2M%&|ZJgUHM`Tg>3Y2f#nQ}p%05Qj!X&h1t9JqJZ;rrsIe| za8z=usi(%lOp6^Y0+-PeEU0IqS4NiDji2I@&C8z%X;m{ zuH#+qyBsrvRP6FN86Inxj#`f^)3^LfM9&YScebfr!)?nIYxPC1A-hB5`cF1H0d?F*RosHYf_j#;$$-%DGnwEhf zd1xRjH=g-69~A?It6zLC!~oYjl63-PtaG+d|Lj?SB-73^2bVnbj8qKVCZ30JOuZ>r zzg+A}if3vI<)L7|v>?-fgi`PKw4A+_kH&*+ty@ur=r=FBCjV~{%2T8#L(0ggI48Sa zDzp%V+TH!R{v?!T$sPXZLqcMhbi`A665gISzt5W|p?_H6xzE}KXl$V9)4?gk<&Tan zY;7vW4*k_jzmmu(NQrbddPu>AXEPqdjbyY7UK%%bw+JuPXvZYJDnzH_M>kOU9HhQ; zKrq3f2nD++BMLW*abJUP+TN#RR3h^1{>@YHlzGFlW-l6cY-T(W%%J1)UmM+|ZE2XS zBC^8Tg^GR@&Sl?FD%wuOCJXjbaqWek+ctAl^jM-pYtE$OsOC7~>nI&V=6?NCmSSST z*^c?OHcXt=vZ^dLVBw7^v9?bROl-aQR|5;^C?W7f&)1)h!Vw$kE4umoB-pjs#hs1| z!IyYfHf{CkR21gAyvaqIF@|oob3yr^MHTZJbX#T0f;>2DK>iQ{66}7Uk zPx>VFsx1ozifi(WyIJU$P})KoXQ5VXNY?$!Y_z=8f3h!(gMDo;|7L`9@nO@uEXAl2 zKG&CtPkNN%i|DsfbwXu)t_v5=%P+z9i>qJQJ>y_Z`MV>*qipOsiMxOC&wp!@XY@CO zh5jy=Oj%wmT%9`Vy7Ug8*Mx^`d`;P?Yf0OgJIF>?`nbNW3$(@`nN_XgOZ>u0g99XCH*TSVAqtLA{6` z)2ITp`8#4)v^gKk7qpza_a442^dV{Xm8 z;nsa5ta_q$$5ti>-EMS7QBATidc3XZT^bS9)i(>gRUo3%AUt#GB;xWvuIt<*voLsP zcfO%oHqLG^a@3s7!J4p-^@7txjE*Sk+i9DQD|N6` z-+(Rhv=T2sfz9bs{o|3)l<^Xo{`_KQ)=Fj;7 zyEtxwI;c`}QXwjM4@MuQcv>l+#QUNVjh*Lwu+Gn-^}(}X?4Jo={=@7vhD^%1=ZPPN zq(x0m8Id8N7CK~qdnN)VHS<>V9EyRPj5Gc6;xVu|ZO3Tky;%4k0096043}p(7Hky9 zDXWrbpi-}pR6M*{VZbgmjHBCOdwt$z1J5@agt zc~`xU2Zf2D;w%CIUbtz-RYDTD{re`d&HiB#CijL!*Xra+Qm#j%%ZDd0&w z`Q;#s3LzdjQimtWFz=gsXH10zccf1Btn*BQ5HDYi$2>ukTNv-bpfT7pUVV=rfFvNW!w`U{_lwUVo zj#G|;&VOaw!idpuS(QRnJ{SX)i*JK;Eu&!{cTJ!0*9hpHUKHEv6b^1#dklQWL&5XG zHA`2USm@ukpcCVq482B9vaVf3kXWN%A+@6S=z5+5z?BTfw*^1`{g?nxm!!}8?u`TW zKuu0(tr+Ozn$}EO9R&)!0i8>oG0?TkG4|4)B+ynjZ|vhFLvxB!p5Zn!n2h_+3h$tR zIr&(yWF#5*&vRpw2N`4=hb{K3^xJ!aZYbJG1V;T9@r#Kob8yh7^on~NTsEbB=#U`6 z++s-D!W$~+1lOK5Uqgdpugv=<@-z^hoEYR)rGiDpMel`8WMDizUbebC3C32xJJstJ z2g6lGy=x>RK-sYMoS32?h;EK}Ccf+iv)LtD+m|BX;T>+#r)IIBni79Ltg z{*C|ikz>GoILOEbDlN81Hu+kEXoXs%<#7ifW@Ti@idzAP(_0mVcgI2RMtXHO|7GOo z^>3cE@y5!hrIiW}Az16NjVmvXfF?)1%&3o|@SXnZ+jF;q(5OVFa3Itd$11*6#EE#~ zpp?(e{UmSvukTL6Q{_N(Wy0rZ%LufuS66*A8;$zB=O-t%5;2YIcEh12BG$5NtZtN3 z@uIcKL-jjk+(MbtJ>!&wrbhCf55Fd$#tE~k2$ux>%Fa&q7)-=ig2kAEGZBf)+m9MI zkTFm0nD5xy6g*;s4mxLk8@+Nh7ggAhxn8#CLd(s zYa_l);r1+~MQm-FV`gDrdTLAOSQe6l#D$$6W#i@eU%N8qbI?-D;*ZQwE{b02HmvxN zhcYkRZ#MboBc<<)@Hf?53{d#FFlCa1DpvCvBHTIn^|bp$@nAN-I8ChoL(Rd_E4}r$ z%v_Z8xn#^fl#cP;?%gfBo$6U$cyv4dajA_un zKeCvIu{$G=hJ*tI;$wiaWB+2`la2qoxX zo3Ks3uoyF!Lw<&}7h>YBEAw`;g?Rfd=nuUwz#p>8Hx9fjKxdO@Ut0|d(Mt7~qt9?5 z8vni0#my|j@}+!h0oh`_dFEu}D6<&DubkA@buPqW%evbKw-#Vp=t-%r@A-J6F0$`= zem*M4*0%AA6kz3vm>(j21$fDs=kD6-LgYQ49x|nECtMD7SGQa%J+*4z1{WO`1<*)*uhH8Wg(D@a1E$vS`6hfdXt-*{*k>vjFWU zGs79vg;-j`AT47d-V<-L3yLnldRYaJwf*_1H{fx@VI`03!1ng&>jg+#2w$ToSBP?1 zYgFy+i?A-*Orqbk7$uy;bfP&*@H^++$ux&j4Ep8V=t3^TI>x6xEX0gr59T z)VFUF&kQNU!ux`L-WMy-;HTik@1invsdz6?uU?8u-1a$s2Bqk`wbbJN(NeUS3%tC% zwhU*ElvNLIEyuJvt=C#h<@ltPgYPSECBAgsEoT%{iRzQ`-EVoSu;6!7d~IYUTGRjQ zQh8s24Z2}x`z+m$!7>e7ODIcD#@dRMos9QhLd zJG1bm9Lu}n+1ETPQ1IE1iQ?`uWEj7`p>nJQiLQ&$mz#^R^1l-g?{E~O-kGK|t{aNc zQ!+?y&#o2y)UfDNU@^*2RyCMPl;DNq=S&8YOHi~)d~q_O1UouLq+E9tp?>nR-@@B` zoL!yy>{nbqn#?RJUDVA(J{}Rbn!#MmnEPTcRGEis_pI6PoRE(p49Rh|)O_rd2pfJ& zC_s}%g}JaD1z3}xC$#xc9$IWQx4z(*gN}c`RekZx#=##bW*n7`*SNhSGqkfY_=w;J zpZaWMIxFg)_Q^qI%j4Rl)EqpQ&KdhY}m+6w-W0JXQR2XOO9t&7KW9c&7O5w`Nyx{POwYGMV@p{ zp9LoJTn!c0YGfe0>0#dvemZWda3jh$(lPk^yK0VH27dEw>aM+*BHceWG8BVBtFejyv^Jbfp2$r z<#|&h@QbwHiEG4Ytexf}@BJN(dTG~GG;#=N!P_T$x*!&vzBhN*Uk}DE3;K_q}{%+3?iK1jUMs{3h! z7jlfYyXYT0jEu84WrfBZfKr`RyQ9q=j>BHLs6a1hbUh;Uo8S)aZC2Yy?%V*q(CxYt zZPrkD<)5L}XIoJCtkPA#$qZ@(30gOc{Xn|ARBdE53Y;|l4gbxFg|_5j`eCjl5EXlu zCbBCDqF&647TimK_kM`P<~+s|o_l{1l9vdJ_pVKPYYT1}mKMu`sIq91+Z2 zeLDlBs9X%|Pg0&Y4;jQh|9$87IR#qUKQEvb4H^z_n#rrALl9@s*6M0HIGp%R68M?| z&9uF{*;inQHP zIuI@m)h32h!9D77ufT2+7={#cshcN4*o2Vu+s0@xe0XPL>SQ8FEq&q~HYLGv&8F`X z)+8u<6o2_rD+%7Px^wo|5urtXZ(zy%Em(ztc3r;lFjaG}Jllx?YHigH8BtN-@H1HA z?m{wno9-5!>Y>1puxI^v1O=!++B@tAsIdI})?J!t3dD5(BXyr7L(;wN0vW?3(6b~z z_B@#keE&~DLgqJzb;>j8iFGN5$5 z4n6xd4chGfBS+}aKyUK;w+|!=Nc6|536ztdre16Ffe$ILRQPwGW0?U%MJ}PMX6P^% zh?C=F8hD@Ub$6GeLVxxeTeWBs$b>wr3fglE6w((CY0N}}xl_=NywF(qFw6HlZ%De0(U3l{n23S-$2c3 z2nNQnb&O0-cMvQ%Z*K>Gu(CyAH|8oAE?-pm#pa_4`k*T1 zyGZWyOZe)7*YC$=N6=qDp>&pZ2KUj=*Bn})9yjozV6snS=}=S>T1dG5P`XIK2OETE zgje=VR^ViGMsy5@JAJcwXcdbmd|JOx1SQ}zE4SgB8boX`I&|H(g^Wsf_P@HSl7fHS zzYep7=-5SB8+=HIj9j(meXf6!v1M>Rb?QA4XEu1K3G5|eav*oh)FNpmp2e*wKe z#%nqDn2sjWoWf)!78;9O%$S%;!;;E_UkL{p7#cj%)l8vbaM_-<oxWP_w8x8dTU94wpR*@Zt|L+w4tGPXuw~upLAr!u93#)OdQiGFVU|`#ZIH0tKw$T z@JC=?ILCQ9UTtmI@$d}=N7kwgCBLSi?Lft7{Rc882(7C-@|=R-9=(Wiut~uO4=XJq zM(Mb5*LvrV{4CryeO;G3EDd>mOC|_540JQo88z#nV%fR<$;vNMP^$hwUjJ%3KL1yG zCi4>mf4-Er*lx8F*FyjI$WR6z<-W+y3S*Z6KRJ25I~7$0!rez4Q&H4htLGX$4aXQ`Eo+6@ct0n8-LtMN ztceTT@3g|p20~X1x9-lx8RNCg@#0(@FH5Ys7L<(*0tS1Y|6yZqO?SS+ieF1fa<`9* zX5gzLP99!XIyxxygs;`i!2YIea*%2!>Zt$W_BhGL+)vlB>?a#tdR0O${mepl5XiF8 z$w0AC#(4ZC7V<@g?&;5EuGAm(t@#oi`)`NL2T#+GvF*>~uB!|*&T}T4G8pJRbSBPa zKMPIFk5Tx3r=putPDBBLg`?e9gCcD$5`rAcQFYC%m0PP znv;=#^ZL6trBl$Id@}B42Mzr#58vrI&%}lBP@mGVR6O-|o6OnF6pUv-+bU*6!h^~# zXIe&yxR@X6z;TL*f-yx;og0Z*I^vh@Hb%moRat?#-DC{wUd^#;8x^f@CJ-1hDd=Po zKx!yX!Et%+QN_?i{LzuK``+gWba*Gd!J{t>tEEzWlrMy!xs{mJjn!dTt|S<|rEP@| zzQ3un?1;f_)Hjl=#N+W`*>t`1p+vN*Dz1)NNJ5?Mbssc8hONwH&UG#?9~^CLdJZTs0GaXj0?Z&MzAZjGek!XAAw|Rgb{^Cvu+fO8JhX zh0b-j+E@`NnQ9p|QO$WZk9+>Y)nTG?1HK+&47mT$;$>1(8hBfo-Vl*wfz-E0Tt%Hs`2NnmOYc+$X!mB{ zJ=~uOk6(5Rsz+sl1W}GYHk1KTt1h&K?o5Y}Xj7%QLKaw0b6rwe;Se#|)#n4aR`QV5 zuj-K{L-rP*o93A`5LcXSIL=~1?Y@42PD>W}+r8?PZDzqwU9ZEZF0;T`^x^q?a!i;R zt>*jGM+g3R=dDpd2f=&;9R&p%kfrb5W+hTV>4;pALlPYp+*H4HA5VuM=g_1Bw=>~@ zZFC-4mklxLDg|9JY>>P3{NLY*447L-SliW}3Osr$bm9mLDx-Q04%)CltuWOo>plax z3<$r4jxgbp&cY=-<4mYY`a`k*k_En+h9d`VX2b8y7p`Gt*&yq;x+6m;8!RJ=tWFNG z;mD&shh(C|trIQA33hL7qCK)ikuX#+t zF9RF|lv-r;GGJq;itZU|8W>m}%-eT`2~%lLXHW3bAuQRxMZ$s#3s+3fi%?g1gTLGM ztWg4tPvxi&EK`6ezVWgM*NQ%qgCSq)X`mqb=iLQ8R*IG6)2< zRt~#RVD3?}M$=a^Jic>Oc=uB>TrB5N_&!L4B*g-6uiRUpscZBho)inVc6UGC7Kns3 zgJ2M~B^)luel>a85D!Te@$Ny!Ns!IhS+7G)1UuPbGyg{kFmZOm$wZ3)f)B^{J_(P2 zSThH)x&49g=G>26Dmy&DKlJmLF`o;NX!qZn&;WaII7r;S5F7|0ald+ZB!_|iri|R? znlLCKSnS{491P2{)H=x!KPYXO9UAwvgXL(WV%PspgWWnKgAM(*XuXjT6CUP+k^<10 zN%O+F{Qnv*b?T!`l6|w0_#p^O_TF?uAJ1p%tS>hvjWB9nc zLrPQ#P7wlfKAwv}6aM7$13w73RYmR~T#H8zhTA<&?l250bqJ31@Ik)4%wErGKa6Qj zj}FuH!v@>yr^R0f;z;VT#SP|>SS}dSUR)fDWR`vHa8eRpzroME^^t@JXhH(N4^y$@ z$#$-d(?lF<=G}Pg$Sv$QaV$o1GSd7eGIIu!@Pz)CDgM<&e8s2Ol<=N}Wv{>5Ry9)4 zKA*WEf|i0tPjsAa-k_u3`GcqX*;E`++{fKKL_`jmA+v{a$=JZz+cz1LgtcZK%DKCe zkr2uwA|6V_N8RrSEZ39qiXr>w%VShbWz2uuyP1Y^<{KQT6*PDt*54phEYN;oc(QdtekQALF8lMA2Y`R>qZuOJHI|sJei8GW)yYn>(a6E zW$DtmY#QpZT_R-X8Q63=c$n$Mz^?AZ3mPkTyDEo;^6tMYyp#P==4E3V3O-sDQ@uSC z_1hklS{!Ag)8^d)Gg4VNSn@PzwloV%p9j>>hp>@)qimDJzf_#P&i!TcECc<`#oLxz zX{da0ZHy5o4cTYT8Vn4kpfj@4aMJg(FTfC~3OG2sUsEM(?ap*3a zcJxXv0mZ^zeAYiqKyQVQ+3BnpjJ>c>Io}(LM9r7yPLSg8+|^eeH*@20+kFYH3o5s8 zigZd-e+?0vv>e_RbA z0pVZI#Rpp`Ablw5amQ;4Xz!OF&`P}6AbmCs+Wp1qdbKjZgD?KP+3$2nQrh-hz&j0={)BJ5 z;*$z(N5^Ee-!tL$HW%j*D+bigYDJG}(xEoKc(H0M4SH&Z-i|u3;h)>-O??m85czaq zjun~(J7&9Y9yp%>R6wi01xrD^51*v5LG|b0wOG$gxE%eyL+^JQuSc@g92xi^Uv|D_A!LyDPu$}CI2l^p>|?Ei75^KP^Fl`oA`YH3z8hNiWRxr6d(voK(hOkplS{PIhxN3V3B0 zZS?OagUx$|3f>ie{29WxsPrrmian<%lC_B-5%cAf6*mnMs;HC7IHtzz!M|U)c9<_6rqg) z27DO?3>ZFSdGt_h8aTzpI;{Db4m>$dn&z)ELC`d8nfN9XUL4qd`01Z?h@lM#*Uz)y z^HF-E0q;s5l-VH2Lk0H`{v)g;5;$-jG&LKgfiSQ6*ijuOD1B62y=FZVN*^`rHY+m0 z>5aroy*G3?^68T`6jDJ)dPctW2pL-56#V*@oD8$;(u+Hm<6!f|?$DciNKnZ$;PNGc z0=c&+dkwymLEY>3G@+aX_BQI5Q~Zd~G)2hczMBBUmp+*PDvAM_{`23pRtG}mxkQDM zb`LOTF8bP^3I|(n>AV5w7$6QlI3jZ<7KpB3^3FaMww0y0honZqSmA!{)3-vwTTDB4 zeU%pwYltzgu317$e0iBqvmTmXEqzk`*#*_z9u&1qDL`eb`G~`iD-0#)!tGQK$X&IC zbxY72q_(`>)imM`e0FGTx@-Y0IeTKZzCD1N)$v(^M%VH5F;kZ53tzPUb&gMKDjdbs zx{r=+j=|p34+5E-fv9)ks@l<7cPyuS89j^k#B=U?X%nhm_`NftT4;?w$~jV7_&0{5 zY|NT(e}kj(aI^7Ne!Vy>Ru%gD^zJR3>si0Lej^DLuF$Hk?v6vQeDM+gGm*H@y6Ud` z$w+)VlisXLkH8C4C0trcktq44#Zsn{fIh$TuY`sr;Ov~b%7lJ0?yK~asUeVX?v(X0 z{yGZ2oT+`~)s&2z4qvzy{vi$nMff&feiDaeLC-noE8&W}F(80$RLPEbvj}?0-VT9gH;;AQOG&in^vYVsgUYCI+-6u43wHSCUpu$8k$GB6!$!WMG zpU;w<%Rv8!SDzi+n~GVSd#fpA2HH|RV{}h;aJQiLTz@?0SSs|lgB}s@#R<2T^R1%V87fD7Ud++(+F`nhw!+vZH9hJ%` zsjQF^6>XAa)cd@DozK0Wd(OG{oIAefP9(d9E^Cost`=vwU6cY5@(*{M*QbK`F7C}^ zNi-NDghh=sQbC1lm;6eV0zWuwio?H(XL}NG*}jVWW?G;1uw%3h40EJfZu)o zw7@9}=$wr!a5_POd$y-;%zmUmW>)9vHRV)5cQa=%U8cd@p-qNo!suYtohr4MzyK}b z&s!F*(Sd!xm{S))g)WWC*wsrEC}^rs&^4og@KETva8n96yYGA1lTHDQzV)xmB~(ya z+G|+nNCQ8CXHgX%bdU@r?mzLG0r?Z7lv-gHXm}O2?3|`U;`U1O$aor@6neuUU!}pG zkEx`<8#L(1T+(mRqr)FQ4nbrW1HyL@EHueX82-+ea$JcG4P!rkeE-1)od00`Pp@() zwEWPvQI!L%2c)HSeJmJr7k0bf!h-GE^d090S#bM|V$(k%HmJ<`EMIA3!{HY8mLD%U zz-j$*V!K8K+<7_|WU#Li%(Fat?l)FK$5`)30jV7P|H@@uFy}y|fn!~8F$d--%PCK} z94I(lvip~01-MLAk4olOz*bDXcw}EC{8tfKpYg5=mcD5|UcuIYg6JK!wNBM=ofOO1 zY+nWAN4C-}LaIRB>c|CkY8A*iJr6;zs^D)+$9w5_)nGPlRlUBa2HXeINAw43;cTn7 zfYt#nXbxcZrBb-SWxUoD)2fB=|L*+qHL3==9ZFI<4pp!&qda;|OC=Zz%=2*vDxkM9 zeDwLf3g}*bU>10;61FCkw{^`{!q`4*!SSpr=-0a2{`OckJjxiTAn^40Ew5Qt=~RH- z`l+#`e;l}O_-aMjjRT3T`gXLaOAZ5UloKdW!Gy}^PJhCTS#VKQos*|a2lYMP=|{7v!0B+A*kwlr zg~{lZS85b+$#qy1Jwt{=YLBiAX;9#a&-ymG?-Uq*`clrbnhKKWvfbT7H1NEA#}2IN zpulQwOg{keLta|V?0pTF;NBN~!-{I(B28w6rm#^n_?J`fascs`8a z2<@#)r3b#8hSsunxk}|r&~Ea>cx1CLZ2T9DE6E4}Uw4{^={hfH@3YItI6I;HVLqR{ zo(7|iuHy3f%b`dlPF8x}It+EvoQr+egdisk^G)*lf#|Kqc*ks$AL9NR)UNyJjHZtf z1#1F5QTCUDhQ_d1q;EBB)V-35u$gmh{bgy$SiaOsjXwuDl_bp@9L+*9KF5ORH8W9o zbbIjr&`g9C+m^eSl!_Anf%mXbGUCLQQ}i>lkQiIcp!z}qT8ug-u`pVQx|`!l;|Gh7 z%7EI~o#A4HX(`X%s8Wn{dSaeWs}!O6b#D9b>S2+{gPi~7iVKj;_m#@%umVJhn^uk3 zTZ){NpMLDyNI)u`m_$)!BJw;l)wnQ7L;+aKjFlHeM6p?|#yAp?0p(4c?rR)!7709O zBwUK#PJOvw;9H9Njc?EGdPPK^%-9lFWXb5!7sqYtkz{m7UTAAv3>j&h6q)9FmLdO5 z>sClJM3n9IFTg;GfOM)1{EHJy(Oo(==oPmZ{e9ooJ{Cnl?|gT?{EH={g<-+G>EC2@ z`&BeuwT*%#WjodR+$adYvu)HhxeQg=3R@DYh$xI1=6-539=*t=m858wAeN$kS^4H- zgq4-wT6vg&Frp92MJ>vZh-M|9NmUu5aF*2G-z-C(8rR&)Pmz%E%Kp7ug7N6S=o2HH zX$ew!cB?nE6N@zVIS?ttd{mknS`}WKkM7L(?lhJwMhlF&TC`Ats=NhNDXS&u=mp|f zrh6&+Lc--oVu}$r`LgNQJuC{iyY6>PX#rYz*48TY6oYhpq~e8pFv#G_ll|W`i;>gu z-o6rh9QtB9H@Q9)k8aTw)Upl|QOD*Wii0N}b)L)nr zo6~VAUByU5faB3fBcQQQ#-it<$`JpL_1b<1Daca396jAkK}(#Jz^4z&kX%>r-#Hc@ zO*Id9tOl1LEdu%kbkyYTvYj6R>4$vfno$Ty-T%?mwm}?kT{Av@UvoBBPl=u^ngCqmYR zh-kHBr*4ZujUrPT-m;l!nDA5YbbK;ut?_A

4dES%UGFbPt`k#8}R34yUc7rO=;VnOMZPjQU%bqI=^2)`HY1o3Y5uhoZLfv@ZW(c+ym z#0T4p&E^NfyvZ;wb0Hi)xz^y5o+UtT_q`E}Nd|oQ6A;^Hm;=MBB~Iiw$uRBn^}}w( z7%=>J$XNGMEKFt4&v~4P18-!hAxhdS~>I@PGR^H2_?FG+BZZOs9b8ohOE=d;1r z&RnZLH4hRE`aTIk0mKl37j;^TV3;X!5IL8^Qwxs{7Lx$n*BdUMSty0P$L|9HVWEn? zHoEA2A%vddS7l}u!Z%^rXZzC&L9k6`Ollkp5^Ha!NoAJ6JzQ(bzP&iOyjJu`>JR~r z78jdN#+5*L^4ZBGB`nl#xhZzC3kv}ot!&70SV)VQ_pmz{3s6M1wC$r<(I(6S7F{TRszu%%#5pIN}<(l&%T5% z9Q<9?)&43)gt!HLT_piB>~5V=u4MA~w=L?VTp1Nk+VIgtmPsHnz$)2Tjt4Qc{Htgg z2OdT?GzmHmJm2&Ea9@+4$S-3Si!VnoF2hH#+$_T>9?bpm8e^@Fc636ho8{rvu* z42E{$HlkDtD88eu-z!N5%Y@+B-+_3D6rQ3B29!e6t@Yh;n@Yi|UR=&hvJ}RBodVW- z<3LLIzJ*Q$0S+bI*!QD?1S3y6q_^?-zwez>#mWyd9Dg7)Y|X|4=0Vp<&Qb{sW#2L2 z|6Kx0Uk1#mmLM(sK!t=9+x#L?MbC;Vg&?FG;7G2R6@#!iC@)A9MIkV{qv$a8<>vWeL-wq{h*g}=fO=T zNaj1~3Gvo%HP{!r|11;ubNxQe1u@~f__yaNiY)M8)G*wj(eo!+^*2z zrGM(>WfeNiwc!o>Cg{L%HQ73$LxI@(*yCf9M7ZC5@C0#;00H9r zf39Bi1+OB&u9sSY!-c@A?eSI8&WEs-d#g9-1+e#?nOpvF0Yt1VYq`o-1U1!v{$;!` z0t`*0u!0@`=`^-1IaN7W}PrNRKrt!yN%c8zuFNCwitZgjT$P=MAweWbU|rxbPG7f1^m z!=uLglI^AGMC9L6d*b#r5?UANwgp2WA;-s~$Did8(75wr!tilCvQft^u9w9jd{nb- zfmR8^$iD_d9=DXTteHDF6m;wUarm7|MZHYz?+2+gWTWjTYt%_Y7nE-4-Oi&S(ZtaF z{RLD+%5f10=%S!ACa=WL@l%j}PRKJgnKJZ#>#m%A-4qlxX>W4Wk&eEGDur4rGm!Sb z+Fb)_4Aj9gn?IewKuxC>ZkXiK(V5eD*%MeAa=0i@h#^psLR_I^y%+_#DjZ&X>`z5u zou-wKJL#xN;Fbd&%Rq(~buw#~8OS_3!{EXy1KpYVMvl;DAU=t5nUnr>^tiLrGfa$z zeogEpKdq-APgCnpy`yCGbEu{*YmA2U6j>#o84MKcJiJsM%0Md&<=Dwc1_}e!N1>nT zXmRZ8*1#?r8c*w!JS$5@R_Wh~Gsa{jsTq8-&X$OZhq0ml^LV6zd)s@~nT+tdPyb%J zML`+0WYuvJ1&wW>2utw%s=W8w7`#eGz9#<1MEyzVQQ3sJQy3n7@QK)FWL}CqOMm~` zccciVK6vrZ>Ua^7nO!>Y>J<)+i(`u=b`p`?L&MJ(Y)Qy2e~Mt=NJ2WaPOo1lNyuez zhxqQzM6`FR{`>`90?NL1*wFAE4h?c|tfXU$(HB*{L6dO;>i_p2T7QU_&we3K(FqEg zQFtIYbC-(Fh{GgXj)u+$WycErq$2USpuTr0R1}HpUAaf2Am7&6i*KHhQ1dQ1O{dd% z6dP|Y^p3<@50GWYGzB$XcoTZ}xAkFDQIsa`R1|PWaM0-A~`-wMaCb5qZ6H&=wXm_b;mvyy8hDJ za#tV=5p9_R31KWWnV@@hI*f@v{(90H7(qvxS@D4uom6z~mCa#ibqZqiZ3?%JBcK

Al1!Jfc;r+-Rc|qdtRFn{~@Y$XiQ60`mxm+)vxy@YW%r&1XElFx!YoT9tcbQ#b)} zFk7G(WTW3iAu>$usc@7nM19*$Rr@Lq_+gTq5#KUR$2MHU=p@ z`L%KGejwsg!Af5LVvG3j#{#1qT|p_6`k*QPJPM!xBfeu@D3UmOA&oES8hRV(B}UTq zN0fcttq$wG5MR1~$>?t>6dxEraYg(hNZh~e?ZLbT?j~JARo>CC(uRG1#yTGO&cCa+ zX$k@E;{0cUtCvCIbkiXX1wY{43X=~T3>js1gGhcvf~EnfL~J> z*G|fT$c7r1&Xjy;wfbHyv@RF8eL&DDOas4j^{dXDWXRoh#6}0346X&wJ6-mrK=W|w zxN>vqlMg*l@BPRpH=K z{?SwV`Xm^dwOO@^W6r1)9tHhUoE`BcbK%_Kq04LQAi8DucvziDVFPlX48kEcvasL-dTZQk~*3>Fg>Ml3I^knCa+F6_a2`HZF2DuMCdj%wIgWpg{X~Mz@47 z6_|_U1oicF7+bMFpKr&2v@_qZ!#F0mJ!ad>AEraSeRx&YM=H<_?4NhmQz7A9;Byfk zf9hgI*8P#A!Q5W1!{t;SKYnyo{QQssXv=RsY(^R^f zZdeWJ{MqBss!=suC2_b&o&mD~I_A-==td4rp95IaIu!1LW09r#}es+Gkd! zj08FG;;@*-!Ez3i9q$vJyQE*o}urT36{+}dIK5O2)j*?+P%Pc*n3BwDMFZb@Q8)J9#u zB2gA-glV}f=P@Dq!*Dm*gbDeBl0Eqtjb#4;|HDLrnHkf&Oncl=Tu@ zo<*=Bu}ZDmDwPReV(VI8H!z^sCgrJPIs;-oHRfZu3}{$v-ZA39gxiTS3Wrr$V7+&3 z1Nkr;)K#Dno6P~P#6TiRmJPX9g|pDb1Z(`~7?K``#UJ2bP z1v$e86`*l|BTzhC0VDE$xGV9ta>;U96#{vAYpOdNguo&oqE^jqm=ic@1D)Uzz*zW&>2Rs#~;BBQUexiCm>L!uxEO zyhfKM(8GS8a+Ple?Tl8rlhkHlE_h*ue463!%+*tm?>B)f_WC^OP!q^+687jaZ-R=G z9I;EN3GR&u;J21G!HGRpbH~-1LGpE$fi$fdK1jR?w%^tQt1BXRd#|?uGxwk83BP8L zd2+|Vwy+7t^Hih70-NA~88>iMtqB@~3M>VTn&55#jx3qb1O*#y9T!HLASP@=x-5v2N#i4JHs!d&vT@=>1LJj#F8A+!++ z5+-LFCmP|%vmaBpcQt|cs&QFMa1*qjWofSR`rBVTIibD25k_BS#ph-=K+f;evvLj% zurv_Y)pWQ49(N5$*jhFK#X$%7uniEjTVBgat`U-J9(i7lXaq@aoHg+JZ+}ke^$D-% z)g1@D#@5t>ozk{+nTR@&aJO<8I8g@*Wf3Y7t-O35#nHfs zL(QJ?67T1Az*(erZ+p#!bEYbPCq%gLwxVx!*|`?f&~IB^LJhP}h3Hrg&^HzmcRurd|>;nOC)gN@9THVQf)O*EoY+kR;CIlq zzY?nW4Uc4>sDNt$s}DaXR6z0I*J}B(3g{QC+L51J3G4W*ZhaQ40_U@&`dCUO%pZ+c z)AK9`*Eg>GbZ0|p`DYdNS1dTBDot#kXTi5yw~V*Xu;7=A(~FzDbNcRY z^M12P}}D8;+iThy3xmRsr2_BvuHaEJzezZ+McdD5WQSNPnsTpH+o zGJDj_dk2oLTtQL&bm*{CKQE)qfX$N+>JIxe;4Jxvg|-b9YBVciQpU+}-=0sY@G1%9 zrtq?Q1OkX#jtlf(CW7ykh;D~e5(p^fbg^d3;LjaflXo>_u=kk!@N0|$O9}1$J)%^I zxEW`)eH0IZl5e(b87YR}?l*muQj6izmu+VB-9^0n#?cYzZm4tolxo63-*>+i+>nk+d+vE%mdQj;G~2QE86Lmx+9>lpHxmgjS3RnVNkiO= zEg_O2$*40Y?eSOt1f-MbI)3S8G_tba?bmfJ75N%THc&2M(49pck)5yek+E;Ojgbr% zsgq<{yN(s2Fw;QFa$7!{mXf<;s)Iq(Lhi4d@8%+Il+ULbY!)hgQ9EpTJ`3IT{&e-c zUjgd9bGU}}tQalb_FZF|UyAV8jia~R!Xx2RALahy@rYZri)E64N9OPLgom+l=zjnJ z0RR6KSa~!R-V;YezRHqpl_W$f5)lR=N|J<7QAl=@>}&Sz?cTG#{n?jCqHq-{B$BjA zSwfVwQ_}DK{+e^{nKSn@^O>2?J-31{W47NqAL4GS;!bQL!EI~me3B9YMxL(~&)HW1 z2DbiN>{g3GLb)L0{MJ&4cb9nQaEc1vMEx(P$@JO^h@3kDTd+iQf-xH zMd0Yc*ZkSG0H#KtB$$6Jf!}f(!)0U|=ta8k-?oPi%HJuEs5x}Fp{nH=mPrRSn{CB! z+Gs%dW~2P|3l%iCPPmcPs6e&dn5*kh0ukCTe)Dj#Xg16}K2s)F$AW`mZVnmoOfb7GlOd?cfWYe} z*qU}4L{Mh~qdlnbsW&59a|Z+LH=VZEabUr(Ie(FN+T41tYZRw zuLXXi5gP&%cXQ5$vf-G9Sz%om8y;WX+j!cX4V>LW6T3IDAi>_*N-UWH!$fD@%in2G z>t?thtw#lG!N#T*Dix;O*j5*H7?6Aaj%2bQ6V6~?*EC;cLax2`k+x$@V3Y?NC1x?e zRYPKWL68nM+lKWL6RGgfyUI+IuLML9t?TFu3h*6-?w>0~@Ss!U{1y(cZ_IWU{&+(L zA>~0%(?%K;DB>eqrl_#v=x3XTZB&>$vi(DUb}_^}53F=CDTL;6&vk2vWT?A#o*I@^ z03|;geXpsNLI~e)nZNB+@FMBHjp6kT|GI2Vxg9i^+8bi<^eh#^w>*E8p;!u`I~|Lx zl#4-=TM@yRTnK^HyXRl_QNdj9+rp-5I=nctw_9O}4)x?N;b(LPIRCUQSgdBk-p{(* z1)CV)e`#UY?F0tgH(d8bU6Kx_V}!|v7id5c_&ky7$pnMOOs9SxKlk2Ny)8b+fuZ%5 z??UQ0KprxmNdLnDAE~pgT0$HcIbCmueaVLJ=j4)0uCf6aSt=f)#{y=}{o{q>98g^Q za5-k60rTd4Ep+h5c;dxt zfp1#;<+OAS?0@{Jv;1Qf7(3Riy+o{pZKY2hzTIB~G~9=aj~R8q2M5SqC3S#F8Im*FviYv*zz$HK+yTi5xmz1-Ccc@bvMo0HN3{ zOI4X_5R*P}BG;uBj5a>x`?tOhgm=geyX)6MXX6fKbh8$ObW*<I$)X<{<~zdI6P?&lvwXF0I-Cu1Ug>|5ez4%3eW%zDekRxsBtJEoq64OrY{I`p zg$;>A=ej?aKoN2$B)OM>NNu0~0p2`q%huH2vOtGTL$9X#Khhy;!^UoZ3>|`=!4*;% z4J00)vM16?q5Dv6`CK|p_~tLrk4)Qa0+48QsZ<< zSrKH@j?iztD+0^5zM*63h0t0(k<}qY0jlxLX|#<5y`C=X3P^a6>!=rxH^YEPbdE!a zT{<{xY?;({$HGvmZ6~LZ05Q8_NgQ_~FyH*$%C-A@c&!Q+ZI86iX9w z&jL*ot@?;dDNvVYx9n>h3m6IPM9H6UXzr)cJr$C{#@Dd8Ybg~TVUETv6sCZLsnM=g z-(=|6U8D2)d_4FJOR9XZ4Ts=}dJooy)z0k3<@)>E`4w>X_KD{s57nI7c zoV?o{2GpJL^^?AV@Q$+ikm0l+U?RRE|2ytrVtwGvZ_A@-aYpyPY}ggl++Nw=DSr)> z?Mi)S@!vJX7hEU5-P{5V4v5T}d3nO%uA;j=EDx|dh4|#|dO(MC!dmQGYcPqD~{TvJga8XXeQN+TGET#k(nu6IW4;vZ|nYT0AnSk(%7nnT(p^t|*A#$V8fg z{-^9WW+6c~g-25YN^h6&-o%PPql&*{&Q@PT5#r|@)lWvCVg9kqwYOuDqU7fVwaF zmR-1-hr%~@1^B&7LnF%96f*TQ5Oqc5BwHyB`3euHd8lWgF7r_8&Cx7$7uK%X^aq2s zYuQ>UJK&M@VVcsUJrOOs9n^99osU8tdJ^yE;nDV_kQ0Z)F({#yIwyVwgM{Sf(>t9p zXrf$rXUA6zQn(SI!olE?TcF?aSv3;seze}<;7u};Zs49?z!xIjfODS*Hy5Lzf&ca; z^HC5x!q)uYI0-#cI&A#vem=T#nBQZtA|GAaV|jo!Lq`6Beg{KcBun8U>=Fr!X#Nv{}LoqONQpHYmY zGw-r)j+CGcd{1U?Nm9|ZyTs0raVnZZ-*KkdRHX5>Z$q_8F}i(b_^Y;BA!;7jTk~i~ zA>xc=n-y#?M8(vZl?)zkZuRATr~OJ$QaQKgq%ai;h_3X^-JqhK*ukSg!9|F@XYM|+ zkBn;Wsy*ygCZkVA@>@ls@)7&nwToUc`3Mfn%812NP~*w4_3|SHXrJ`v@&k!Q=y26i zN%u%G+Hbk|PCAE-y7zn&vd$tP-Odyvn@l|V@Vg?a>J1KQ|9z@Crj18cTE1Sj83feh z;`U>5jEHpcqot?QdG(vAakYI#K`k>L>ok&h_didhNktKmS=`TsqY60G^&m!eRtATb zc0~=OZNwpo#+$ScSMaE7ZAtwuKO!1ezN{7`osTYapLMO?A)}V77u0JmQjqs;cDpf` zh^(*w&`3LtNAyyUG>MaV)Z-kxkMtpiiH?LOuu-p*iLBb+SvvDAd^TWvMk4rLFo24C70YNs!>Dw?&1BXmd}>>I(&p zc`wg39HF4T57FE`CKR;sdi5mbZ~@w|KlDiR+d@?L>+ZJ7T_s3#soHk;^-^>+{nlPN zZ5lFddi4EsXDMRL@8EOmD?-0XrgJMwg-GJT_@zTz3z4)UhV?w45DgwNYVQ&+M&FFa z_s6a&Meb4VY-&Fh$*q+Y73-oQ%WdWv!W}ep#mPJIads(6aSf*C{l!Rq zr1yBYXes*Te(~0khg1~vx};T3n2zQGntJ^G80e4fN$VexOypXkq32k`LhZu*lI1B3 zH1nz_!dQilM(=oqztp0mo2zH)Ja5v`^<#9I5G@8e6rD~@^JXE=lY2+j6|vEXc!zk1 z9S3P|4M;02DMOA$8gknL%aQqfaPUK44k~F=d%PopjdFbAOuNN7sA`V3F#4R0iiYeq zDP8CJ&;REeK3$G1tFsh8*;OLut8;N|GlSdCsd>tVRrlsDX8_E0Ezq z*6ZUAS6ARq+yh@T>;y6WRAZHn0|H{P{2K)nqMFaeVdnzE>T}`1do) zM6Vv5HYX;<{;WqAqyIUyVYx`|qPBN)2N$(!>)#C|)+1Hj9uCE_9_3mkEV-D~qu%I~ zKjp&fQOP}XDL*+b(!6cVoFsBlf>^U`h-w3R>H6?Pb9Vz$N-7_VXlOv6=y}K3ja@uyUe5Yk{9pr` zBz_i+Nozo7G;)&#tGOsNTgg@76c|VLnLf5AP>LjwJY;?yy{W++4&Q`n)S$x+e$3g zu1A?=gC^1b^~mvRo7d~+dgNT!o4BOGMI)V3n^z|5k&f;8i)I~lD8gw#WME$%di-Cu zwaVjKWc)6{`nXXonqHZUAbZ!Md#?+T#=lxLn73{pCb$lnc?h?jdR&KUKh7K#F|J44 zN~cXzLA7X&yyd`#>T2XNTTZd|s7CRtuw^6SSO>No8d|_IPZg=M5L!7D+af+&@gsPDFGk4>{&?j zUn)!GC_H1LXeFZ@v1}x(`tr(AZB@ocpPmY2%y!8*-cdko>fQ| zN#gI`D@T4|)fevOa?nficaB&S8--shzoWdHjqE!zj=Z?UMnkLGe?O#hQ2d#Wu8RlD zPz>SMPMP;*NbR4$q20zZbSvM(D)9~r$+Z{=s*EsDmVzeJ^brG%3CfAKJfkDKxVN7j zf*7cGS~>sABm*TouIkSuGf~BP`oG$fEF?U|tIJ*na-Fx-spjbuAu43wlSnF(5z|t4 zI8cgCO5W5Syj+6H?kl^vy(mQ@PL*|nr>W>++e?$812nYCpZLv%#q)n`d%KWUgjOoU zj3jl*=+Oz|UA=#J`*mhhCPS2j?w)9ycBsuq!}6@;uO=@`5@nrDv)Xyx`UCYvcu9u2#xk{g}?n_4D-hxYeKgOeL9Z4o# zdlS%_hMY*7)FAN&grV1T8uIk4UJ5V^M}r@I zU1|o;AqjTpo|T%j$ldMHb!)FPsG~t(tHB00L@s8{hfuB{D}&ZEIa#4d?!T$b_1nV` z=Doq2olhf?`!h<3#P=g8!m%QBQ<*oI$e$W=6Y&S72Xc~OYN4>Sq<1yGHW(5{`lV{b zy+M;tS4Caa4%{WTZcy((iqdQN>I&_&@v+qdpf6Qs?br z+WQm0XRd6ITVEW!aQP5@Mk5j)x;Ef7R6@ah<-%Ln6W)+;$XPhRO&6M*t{6O!_J`qM zBa!)q1o#;JX}GOF8O#UY?~E}`fo7qkcL%IeKpNAd&^ewA5$E*L#G6>4Ubhmee-REH zX=YM!GQN<|85^bNZ44c@p|^JPUk5wk9>5hR0X3jIW&<+`R_66_d^b{{(G%2e+nS3EG?ACV0rp04cvtPH5y`}Z)GmJ0s17XCfW$q-iU9=qj9 z0`Q%3c+5AK4MlZ7>KeA=L5hPN+Rl<7LMW<8^EMfzddn#$Pbm;Jo48G% zXE%uUUBA#mhL79CC;8u#V5Iyctl3Be%R=v&nfEww?)3gaJ)Q@456nK2*Rl7=60W6tB9KKOo05T4Aj_Fo1Os7+`b3PJ5FuqcJlg1lU` zody<{57{3+MFW%V_{AUNG+>Mc3-9Kg@A8`#^5&<4OV3&+C8Y$|(Td`c$BQ5^C24m) z4~J@0!F;(Y4OV~ueIIB=hx<{+%jK`=U>!P=v-dR}uJ5v(@s+1TbxFnJ%$+p26!cZ~ z9gzxAqkndMwJZhS7@thbJSq?lKNH@vN{45bS*NKsOyHNDIAOnz1xHNn&ovTR@P6m^ zvQ-}@)Ytl&3~4iAB(D8PkRJnL>;Ad^oTR}U;gLvkJ_8>7@msh)$%6TYs=jbB4s6(S z@#?-|4n)P9uDKM-fv&shH$%)gkbOJmTbm6Vwr1;p8~?$COFgJqj>Z7bgJ<2}#L!?mU~a1uExJH@kw1%|oLtC(PyhLF`Xo$=b6#KA+}iNe(bU>iFjCy%tRHdJ-|6;>v(e zJHHPtNYFt@zEx*$J{7EFo8XdbDWq!(yS_^+hKG&EwksT@f#DXDv0p887`3`p|MMdq zY}GyQOtjNMUr=9IOp^}5B(D{Ym^#f@J| zAxu^puM#If0PD?zs14M4Rpxx5a=>G$;01qz?=_D1$v-fY;Af8gsLSUnW`%S zh0qEte+LCBv>ZEEWs0HjOW}7}Un+dMGvxKUk9Y6M*7e`_(%=@i1)K+|5G^iVC6T^)Vam1qw9RPrci^HlL>(8gGUEQb3S|RR5DHff0sy)za1y zV4i*VDL}0RHpn&OFN73BLD_eSX(}&|%d`JP!YH7ogNxo}oewu!`S`l-5r8XgvuVZ{ z2i;Do)=IAVuyp%Qhf#F_XcM2gF-R1c`#1D^)6D{~pC)UonouA(?A)!Uz*V@%5xMp00ga6;B??0EM=F zt;}%@Y&em&A)yx!&b~fBv-S|6WVg$GIo`gGNsMSze$6}Y!1Sm{;XsGq(*3Dw9*kx^ znEn!;0fgBP{Ze02K(4<3y`EPZOr;bFB=KRuX3#u0FboS!=Iw=N*Ri11Y5rU{8Ve%g ziHFoSU_eBrJHk3A8%E0(iWc}Y;6-nl@3;M_5Wzo2q~Fhghyx)OIVpMY`(Lb&sxD7| z!gp17RNx@<$e`ZF8XP1DrB=w9U_pJwV&dCEE)XvIoLu~t0qOlKG;l=6xweEl`7No_8ZQ=#6;29Yfsn?bRnAR)7dRmz< zy54#7vofB}=LX%g7D@!?6GjQmVejU%72|1Oh+ngD z>Pr$hNQoI($)!Nm)~!xe6*+LxFF&y2C}TCAp9kd|Ft@8v}K=8g?GBSg5)n zzX2s+!Ol6UAK#J-!?=GJqxNROQqR)CO#M`ls9Q(T;!gsdEtc6KuW!K8_ffC1m$^LL zQu~DRu@GfCbi>dd2h**mZ$4U&hu?oq@MC|lkRD%2AJfJ_L{C=2+1wnk5pnpNV3PrR z`p^FWRx;3yxK|$=VW25mO6g229;(29s*+EDUE*8+y?ToWl`z5?onRc) zozp05=Es7~(3EzYdLFcv*V>j*vS5qPp`e%7ao~2fFu+lc1lsjN1Am4|P?q8|*ks1*1gM~4t@;jEoL@H}ZKU=_&!FR&idPWjHVxx5m^T#zN7OgsMzeHYhDM+lA%DEK3~s-b^$2LygmL6 zUjSo{wGz)d$vp`nvZf(qTnAU_QvG-^F8nG@j6k$*b~PvpYAge`Ux2Z(?vU9Zye zf(!)Vr#4yo6!6{gGe^LP0&=ISTI2ijVWh?8j=BXA$X%27KaAkP|8{`hMlKe7u+KLZ zadW^#Z!>=xg;)RFi(8uw$)Nn8by@c}8B!a~Yy|(3VRR(9Zo35;0u}kLvBOEw^>lFI zc{u^Tx~wQZP{VhyO&xIVVksIo*IiRR!QPL`t1CEnPEzX5m zAVJ-AfbW+9dqxlSjqXZ?!;RBTUmvDJ&D#3`OJ;Im@O|dVxqulON)9L(OKWl0XG4p|d)qI2GC(GG%ZDk;REW2kA3w7!3les8 zDP7u|4}ZP&&x?NbOtuEep=^(;nQ|LjuyqICGpJ!M}}T=Qm7}zmJ2=a)>VZXgQ>ujjz{o!7c1;$%2H(+(DOWKfNg%Wzhr z!0F|;U8&&|Shnt|rhGjaEYW2aQO{}<^D&3J;TV;enWCb(X|cv&Fr@%|f4Uu; zTSD05nS0V=$ngD~!)r=iKGc4AuOge23kFZ#w|pzfg4T8SKkYEdg50cg9wq)H&~#|p z&^$&4i3+3on-gSEmi}9>I!OkTA;H!=*<`q9oG(}tN`m-XyTg86$^$Eptvi1H&VhEE z$V2Zt@3BHe9?yqhHX|I5#YfLmMcU*?b@$D4a*vcCXqRP%3J{V0H< z!~UA(*9&3E#(7O23<@D4&r7JWu>j8he7e75Ck4!}NvHI9lHu8E6`sqgd>}_Ww~>}C zfP}9VmK)lO;Adl&n#P%8*xK{blv`d5N{TX+;uR$j!|d5YWfp_3%8^qEy+ts%c}~@% zbw$vj+i?5$g#wr*6E>~BzZk4ek8L&IKn3BK`(_qgD$pAbjc<8J1xD-6e5W=l>@Vu_ za?7T|#i~prldKX@G!R=I`@0yt?H4Hz2#ev}zg~lK6B-yF(;YKj&xEg|69Fn7Oqlm| zeb$f+3#$D|isAp5U~gF5=WE7K(J8oCZ|hlKNwbEZ8aX zZ~X5w2Ugl_(cL$f3!OC2%~w<&BxeK_D3S-)MFNGTaq*Xs1_4Q(N#(rDQu{^A7);5lMD6-oD9Z!Tu`3ZA{YIX z3oC=}PdYSn;bzEkap4IrD7e=cYIty9eSWf@!zDJvudQ@XU&I2s#F7=VS6N`w@$yje zNiHmwT`3ybOXTTHpk?+x9$cyMOxtY9gJf6!LS;oF&N8c1suvf&&kLR5c5%SOJYoD4 zn+;uxF;aI!SYUNE(>g+l3lU#6x}V1JAg^C0+K0*m+dpnbnd8R(56iVw4 zAnt3^vf%R-E_mn#Fa0IrK+(lPq%Yw@g_B)Mtv(Mt6{g2sh`7wedMV0%Ja|_Ax$C_= zAHFD&Ql*GK+tZ@+SYw0>q>j3J+{^~0R?{K_0~QzrcD;B#%m9y|n`4SU z*>Kir;Ta`EE*w6$_OJJ9F8Ey~J@+E&?=+DU9w5$zIpSGM)=P1~fSOC^v017YxNoSbZ?!K*;J^v?k%yi?n0ktJe7?4XtuV=V`UTJn^?-R6L4bpksz zoCD*rOPpEJZ168{AA1$gg2xxYUG51JRJG_8O&1t2WPHTCQHl=x-iyv0pJc+eLESco zNDi!3uE{;Pg$q{~uJ5B&5%=AJlLari@al<2n{^l$Hky5BJUqsQ2Z6;mm_)vU%giUw zcCx{2W0cPG2^Ng{G<1x;VuM>V_3z*U9vIaM9hMROWlv79V;tqfIg_Jw9|-{*l%r|B zzt4xO{M%|n_xPZ(KrG(OjSro1qdlQYe2Cw2K3Ox32N{;)3g0*K05X@~JikZ)D!N%+ zt5bv^X}4z9HX9)n-fo*XQzHc3N4l3dRYF)e>T1h16Tr!jR=0~SzceawG{TEz&}{86sUJb z-g>l)VDaqKzhWLDFf>_yQ16ovqMv&zjrj}V*rx4co2vw%&g^DLgp1(5=hl~wO{EZV zX=;o`oM#1`$cKB&z~S4g9UlA2pnm(N;EA+S@QU=~y1W%ZzVa1$S$Po%#`ZbqrVD}o zXP~B2Tm;ev+ZE-rOTnOA=HeRvGI(tSQ zjzoTI&HJ)1ilD3JZ&6K@2;x$sSp6L$=#Vs)YA6yx|IEpK-RndUQ~%CAAxj81AKDFN zcMCwofB8?BsDrOj@^4YA5Vl92{WX3~1c6;yZ=d;!U|pxZX5y(xe+U-iJZ1w!~p|GrRogQ$yqDLXn{1kP;hfpY>8MEa;! z?GF~g+mYaW_In{X*FJA~a9Rk#CYyFy<`e#xm&KHY3&1NxHKm9l1Wmn=zYQ89s3`9` zSZX37aAo*_kR*ang?U%PdWFz*;&1vX10jUF<^<7e1;DW`l-<_Ohum|_lhIy$u$=S3 z_0%5$43EN-m*qm3XFe5PSt$hnj7rNd4}`FLAV%!6g%G?(x@M&25&jmo{C8=W0F*!e z0<91}R6DBc6>@l>Gr;osxPu3qjx=;G&gH|kuW(CHB!J=>zU-2R0=O}7dSCi7A*?Il ze)L){1RMU^TPzy^u*4&O&J6LP>#I)BPXaHu)kuuGweo;1*^#-df|$SVQS;xw_|WdM zu8RCo08~foPgmWApp>e{`gNPI^Xl5uW-TFfxf%GjaRp!<61DAvp#X*qBb7rF_#n62 z;p~B89>~Rn4FqoG!#>TarzegJpkivli(4%MFnW8w>*5Om3t8?Y47) zelR^Oyp98;&PBEAgr0b?Hi926PT&jgB|YF2A0!Q9E8ouL!KG&e(yl2I6^MRkrFg z7OXfHWczC&6SRK%{T=G2L)Ya6?b$U{SbV=b$>|0I*ynd0F@MW~q7%cd*v$E>(Cnkj6qHZWHV?d>ItI1>)9o`u6kM^q4AgeSxT8F~`t>ab0 zPYHiw^HUF~*RjC9Fd{*EBcW&hnN5`6XF@}^obvw7Opx7fY}YwWhbt>o4}{&JL5#TC zi>M4b9NcIfe(D1o%CE1QtItS*Aj zl-7>i9hl*O`Rv;#H@h>zJSKmM*m*jbh%5Y?<4%YFc03xJ*T4eh;*qoK9eA+ts($T( z13cKZx&4l@FVSy{Kj=6UI{9A1DTT7d3>YXiI%MWm0ut8^zsgurp=BXG`Okg^1gVD% z-1^J}N>u1PYbFPtrc9iE*U1O&Ui9yl5W-mlxu*+05jsfYK(hB{E-Y7^I^Z2eh||Tb z^ONUtz%u`2hzo@Zrq3~LxilT=%Y4N45qU*OnwYcCyk`CVJoOQ(TUdr_Q2r&7B5piEkmj#C~;ek&;zy2@`6M@2Z}$rh^s6W!zMv z0p*##&APY}Sh&*ikocS;_-nt|ut&2Haz*!#BddyjA51NT^U1Fn>x+v(zqz1p z+pJ=kn;P*l{#G$OxkuaE`G^Xn1X{EC2_}5gf7|LI&V*k+2Q+5)F`zu%IDJb714>}d zq{D1FtkjN{SdDb}OcJ_wc`+c|H#XkWi4JL=1BTy;xnA^QwQZO=75sLotp2A&1qIn7 z=5ne`81tWPRYLTcq1>2gxjP#|S^1yNh7&sXn`~!0GJ&5l?{)>z-?T04>2U=%d^I~^ z;b1`ET8*3dnj36b?&TtBp~r!3Nq;!M->{&D(YSim78XdmPm$cDxUjue!OrdFKw zUUMM!P5sMS>VAYS9dWC6J>wHs@HzqH*!bA|C=d|%AV^~u3ZQ+C z;edQAAC{aNP0yZ9>GHjYC+mYe8_uqDkCnR4=ei1PH&6M!Hm>z3a_?PutOpcVCc?~}jdRo=l7OcBDt%=Z z8O`i>@D#;3`2FVOi8Jav%nkH3@@iq?d86Eh6MB4H_F|xSeuNMk4sW-=F+fLc{#M1T zRk?UmWss8{6^_E^6;Ea_jl~@`Z^fenNqENc(h%!nF@B8ll#Z;VpzE(Sc7awAU^G9~ z(*8Oh{O7*Ear_w#NbijlYfqnn7^$U;vNMyhYX3uvWiCay`dQI-H-9FQSBi`Il(Er= zIdj8WhK#lwzZ$gYrr`3P716N)nW)ra@ zKNTM?mV_isVhr7;Cl83a(SXO;?Xa!ku=V9Vwyla4}a+MojD;oc<>$6kfgx z8dKZhXnq#5N;A*w{7gbEb1j448{+X_{$J*y&=gcyuq=9;V=gK*klOS#$Y`|e!R#Y( zDR`|W;>w3z>hG@}=T0n&4qu3s60YyHdb zY}1TH%?sYuRWB2<|G=9SDLLrl{2$3TJsq_N zk`oLZ(@^Ed_HEmSNVr{mWXYbH0+cb{)unuig6&!R@0huiVEET&EyINgxX}E2CO76b zu6nY3W!S4*z}0W_xc9{xEOoC)KB>>csYTTSsh$$tCpCN%!`PTKoV{U{4js?^qaQW? zn2M#pj<%|Y$AM1YnN@LSnb4l0+Fv6b14aXj*nv*BaqOk#8lHY0HZq?zy`eF2hWzD> zniUT#!?y28dc#7wt5yg0{3^s4CT~}!SuC1`XdccVcfkHAR!q;F5IE})6t^eH6jD~% zZJwnUgj1F>s%jl%Y+Jo${ z>8UQkU;<`%`Tvzsj>gQ>3pUyuPehL&$L>`IL}QuSrZ$X<#>a2o4Ssh^L^qqHvP+i| zvFhl`t$kM$(JPuN=Mb2PR$({(dl{OD6|quoMv;j)^8Vww{)6EdCO7WIJsyrj`W3tR z*5T-Q%XVCIZVZ-F-UdgI5|MpXDe6adA_g24P z8|4gTNccN$=B3nFKCTLlSsXe*L3P^14N(9YKWwtA6V5Nde)sfG;#L$4T&HO`n|PmF zEVb0upMs|E_x>~7O~xJ4Ryh~zDOfve#ZgCP3VJ-a{>apYj7jG-FKoC`8_~zgz!=Gf#N>mRXRixlTrHD(UC<12~Z94xQ zE5I=B`v3hql}jR&qL{$H_fV#=0+F%}b&rTN4?9K9Tsg2?!O+_Z1sFd1W5(pGWr z$awhLwU)?y62`t)>~SaTs0}jT2X`0Z4qYAVhnI_Ru*SZsn^l6rsT<4JU!~zYW7S`~ zN~kzrNSoBlp<+OjNBQ6QVmvSD7bBfejM2U>JKudQ!iX1dLqFds#LUQp2VZ_6p3DEP zy^>jstAZ5$@1CMz-{|{+a2p0L+V8L=WDXNAsy*ApvSnfUwF?pz$q{{Rc8HfZk7*Cgh`Omk;<9RrnJIq45{*;xMm zZK9(I2kUvuLcQZT`0LU0dA(P-m`1%D_cV)#n?1gsDvjpjlEu8^-5>e*{3N$A!-9`? z<-28ab$K{@XOu-l9~V7bLaV5Ry=^H^>(>m^(Y7Jlw<3~(VGn+;zG=uotIQwAr5Dif z@w~mir(4+AzG2}dK_LhAUfT*hgL#-1G`QHgUw|eh;eyYL%5hSn&!CQ7iUNvLKJAwX z=kU1Ibv0#p;;O4`=t&_Fr$*_tHW%4;il^!h7ogbw8*{Sv6cGKpAW#yhIB0X?i^X{+ z7Jwb&#Vsyw8~^X@)GQ&ssNcWxZUY~wHTYO-6A!biCG|zRe7s(8=fUn)9v&`p6_j>y zv75B}z*YtajXN9t{`_F!(#k@|H#T&9v?rfy>rY4L_AVV-Asg$*Ys!*~S-AgG*1OtZ z8hSm*6JJ)##pVMKcQV)TQM&PpkwFw6jartQcE9JN9QA-O?Vuq)LVKtSeWCoY1 zo-m91U4Z+m7c^yFAfb0*NY!J^!Jf^!W1L;N$jF&pW2}>jYu-j*t3Q#2E!PwF&Tq@d zr(KRtxw9D9ZYOzgO0yK5`*I799jrmY!E4QT3?HIt$l$%JSv6R*_?Bo_<~aV z(0QmY`6+yziU5s!wydytPDgkDBW;s9C1`a~-oAR2i57v6*z`)42$_t#=JPJ|vHH~zL}q>@xBF_}^#na3i92pP*f&$DNEgYlUj zPuMh|q!b~UqL4%=3h{e?t#5tjyZ4-R_g(v}%@Q>*erq)Ww@!1(Sr5pF43<@Q}K#7%LwIDUC0w=d#LB zRyJ9fIjI~4%0oApTUX=B{KnnCa;h<8#WqyfsRRW#-y*MOQ;_t^Nhm{+f&((ahW_b! zxR%9JE`5-I8WqO7C8Y^i=&qi}-<6A1JCkRQr5E6udh>v?H3{u+t(Jy1Q*h12wwrl~ zjKc!9FPuzCXwv(o*<^x&-jb-k)RlS zJIW8Uk0MZUE}(SfN(g$mT?sZce~foJm4~k6c;nfLN=VQ1z`EWm=c>rwxRy-~b?CW| zvKK=0$GRWj>#Wk7*BV@L5yy$$Ozv>&m}yYn?0pcCx}Nxb*bS1bs89Hw`oZxFOQso-K_J?1v`I541We_) z#FKI&K-6qgAyaY`l->1wZ=@Ro$Ed~?I)QP}I-ub%dN&TdYI<+JvW$bhi~WjxTrpsO z?}*7GjX1c%5nbQ-UmSq2m38Wa1o+)BTIt}B0JEpeZQi_2hB-EAQPrwsNX|I2tF<8o z4p@0D>L#W@rl^9UL3JARUUOVHd@l{|7v0SLeLn-%^J0zEow6WvqOrAJA{&%;#4j)H zBEXtOYs7XN0(emQO+rU=L2z@4W2Iys#EfhccDkJhxm45BzS{Yq5G3u=o0JceC(~rh z#`577Inw0Tb`rR!Z528}_9{ z`f?#O79`pf$QFX(PR%^krb2MlJKQ!oUj)}hbv%*}m4Ly8EX84)Qn2Vkmtdwc@R-0a z(SJ%ot^J?%^`tWB4)+>4@vRg#vMFD74laW=1IJ}m-!kZV5_f~_##oO$DeP)r2K!Sl z;U;}5r1HP?fmtdvE}sfL5mFAU4N-zAt>thwS0}t%+1@s!3 zbcZ!p!eq5`*=K=DQ2R?S-N;o5?Ycdy;#rkY)sckY|^_LQVxk8_8z0bzOmvUI}aNCrPeEiw9`N$>Ykf|Zw=6+ z%|WyOG$L#&HQg_(?L2QO4Upk)k0>-!@NuhI(#VJUmGAvhaPib+x_)5aB=5*&OBNz z&}eM0T1Tp(j;v}Gxu+6b9(w$4$8xxE%26;xyBx}7xd}lMm0+Oojb6!41DR>*Vb^P= z@K#n^+TWNCTbWZGiZ;|iSF7QO$#ptJ_lP?r5ud;;2h+jMf(95H2>THm+W^L$dBTG! zPk^~#uUXQkN;u0Ev|eQxJ^X|uyd%XB!;HQoDbwhqQBnj-G9*TM3*@0l`b8W;~VZS-OMCq&}s z&8HS=Ahl~<-Xe4I?M`>^^+QtY1D&hEC z^&ZVkDqK}aFj!&izx&(2qch?aAm;8l@>H@4f}5Cj)+|@U)q-n$qG7eLbm+rKf)^cb z3`qFZ^VY(bQQ1YYl3Hj=dpj-2IFH>2BDYOe1ssW<(jB`^1=d?EX{lo6AW?WoHuzOJ z+|)=tt&~6oayPHuWLGH|bqS4r7cK+sNAvd^HdCRP&>0syM1?3WdhLywa*$e2pVJbn z0BY!d%?r;f;O<2EgvXN#s91iu(|WuDw9lHXeCw?M-9CxMB)LkE`r3YB7ei-f>%ZWQ zF_qxwz9PE%xDxWcRPYu*B@2dU(xK{?6|%!v}L* z)X$C$AaLqPVC!T9bkzoh_#SA4m*x_mzm7LRc8*EIzRE_Z?Cn?Ayoex_TuH()1nutT z$Nu}9z>e+?wkA!`+xKMuvU?M3N&Ry6XF?NLs|tTvh+}YLj^2YkO|VhM)y?Qb6Lb*g znmZPo;P@2V*)aZQAl>s@bz|U$t268RT1~*iW4-_7^G0}l^?Lt_wnoTZ1Uu|SNNJB< z{-W0eQS=_r`MV1H`Wk^UxaKMGu@R0H2*3Tvz_;0R z$2I#K!6lKEGLzg0k-b~xzB8~|=J>teI~w6zp}&iIX9JYA8*+L?Ho&oF&d_1D252=g zEqlz`07sox{I;+(z!4T5$JyWpC=$IpapiFX?1~MtqX#vBZd#m>U|<7$HCdWqU8{!! zJT)I3R_lRuVmMWsUJnPczre!19>fR&%I}xzAu{kqu6}hrIBtBh&yj)r96gJ5-VHEu zmBo;=u^x~-8B({k0cPAYm-Y+PL$TEp33}xdD7^VEZ@8-tyi)F5mtyppxj{Q&X969* zo>Gqc+*S)NDvzZ29ctmZ9@~j)0kse^$rrz+s}_b{3N+m#)I!`z;bZNJ1gymbsCV0W!Z0Rp@H)5?Vp-h zY0%vv_9Lc&2EHR#PyKvCgPWQaT%}7i2rE;`2|Q5)XPl+F+mF@2)7?yg2}L!~Ch40p zI8g&htFP0v$TeUx`dD7}a1HdGQ4-^rrh!kFS2TAC4NN-ad)U9xK&h#2Ew+#b`$+*m zh8X>Cd$QRZ-y#}N(%n;Z8TXIvfjhT#YiMxsE1wLjCJmPEZ@N=eSPd7fT_TTVR)Ms6 zD<2PU6&z<IDkW8rptd+~sm{3PMhcFEb5+3P z>k5%afmCRySFJx-MTPmBXV(0Cs8DAn_g1}<3T5i{#W#7Wz;&iJ`gS-K4jZRweAq*U zfM>Qlt}<|g496c{0V@1+ZaEp!R0iz*E9^glsjzUk(!5!{3>s1s_k~?71N}`SS@g;> zNKJgW5Kk=wRVM}agpx9FOJSx3E0lo`>wX`~WC^fzPH!;3S_&s-n%(y?_(5XJW=^jX zcz-fOrq8zo_#H%K#>vI7rD5K7wW1i9A*OZ9Xc6qR6cL}@Sp;k$Ii>5WjGQFTEbiq) zf!SYw*>XiF!2JGH4Br$9lEb$dJcuB{)14B^&Mai8*=cAWu0VpcL3hW46(mU6NHHDq zAVNX&?!YoWBD6i!{O3NH4~dh9-uigv!vh@xZGzFQJ8C*S`p@UVXnPt*(LgTL?^Jzd zGL#EHl2rzkhjU?1z23;RZMkqiWpm&;25uq7yv)cYfZv(UId*vhXtGTYPub)E`(=~} zW}xP--P-q8vSE$8_=YTlyU;vT!x=m(I%9-&H5){dx`=7vnZQymyTPbF16J=?eP5VP z2jv?_R-gE#!gXWKYd6bNz|LS(L#=lze6Wnvp`nkRA>NF+s5;yiPmN^;wyC8SpWA#5b z4+v4zALudmfOyHU+tNaJAt6oui4*f(nCDhW)u^})a>@5}a~|FX-xg`oPmSAfbnN!Y z)ju{cz21{|F2DuU_A`mxwsV0i_fk2twOt_4FYD{5tP5B-)R}4Qae+aqrQS4?3;1k! zHuIe72-2E%^1SBOAT~Wi)|9aZGna!A%*nbiZ`v3-cuE(nf5|luW?O+qtf(B#*$V7F zZs)4y)d9t83B|Q`mtiEU@ekeHo#>g4>RwQ{*-zc&a^K3w^0am*j< z!~9&H`+K9JYlz;t3{NbLC-RwAd*gQcM;+<6-e?oKvT=3N8}pUc{yyL6gHy!ugM@H@ zjNGO7P>wGUcXQ769?A(qu0g?&g`7jvK2t zUXy=>6zP-*pSD2!ca-_ELw6wNafzF;-*|-4Wwt&JW+ABG>Degi7=n5OY64+yA;>dj zF*>&#isqeT3ORox@VQv#ITfEMeE-d3YdmKpw$wgN*eD)`9{NuutM^AD=`MePx=bYg zDSqzlR~?0X(N`54o1-xH_Wm(9u^6m4tFs}J5R1KU&k5eNjKh0>DwRu5#o%rw_EoX} zVo)NG`#>0HH1cw97vt85!5uaUl~$6`_$@8pVa+fG7m95;-EPF7%|!n+=~FC@8&2L9 z9*sr%8;WqkWGt4RDn6reKL#`M&OM+ryQVgg+IZt$J{#;Pa?y#S0xNDAt%-f37P9 z8&ugMEksgK*UeP)kwgmGZ25DSB$a~iU)-I+<0;tw?r2bpTnaYX?FuhhO2LogS)NB} zsTdzaJ7y`Bj<;4O3icdNN2Nuczp1n7_+c?dFY&*0yuxvF*7|%pZhc3M;bh7{mYDFh zjjS1X>CewL7LE+$Y<}1n{VD?oEEi_0&Sv3RxfM_2l`Qn=pzbkb%0^#pHSP$VEDSAY zwV#{Fz=Nbqmar=uV}2WQYi+wxF;9(t(O?eZzk zN6pL8?as^vX!hduRPV+Dl#TuBXm3)01yZ@oE?h+XrcYez<0hhzWa7V49wO#WRL?f; zBBH9mn|m_?M6@-V)RPb4k?{O)Z;^Rs5{j*9sIG95QO4<& z&;&ObjR#|#iMPnuiW$De&SX4RXA*~Z$;kBh`!i;73KqV9xAmYT1^be7qNKdZSl7V5 zcFmWJc7lcij|0f~vt7Ho;t?79I*-W@g^*D@c|qyu847Yt=?T#jDVQ*q@3`+L1${JK zmo6<(P*ciP2C^ymvS_8lIhTT;US?g)Eui38qJ&isnSzSlk#@xf6qLeY>GNe2d~WpY zomT|~=Um73ENm;pW=%eYbB%>~Sfb~FPjeyukbM)J&sT_l71c+FcNgOAkW0IUUQo~~ zh;?=MOA1!8(PRx@Q!wB5VM^Rv3M!~^|9tbFfl9q7d$^64xe#4_z4$_I6yifAor!=g zg}BjLBA0VV5r#*ZqdIR9Ml1?&KjJUKK)d#PO?!%PbI>*J$vX_4W$&UU1Pd`(Ow?Fh zq!3?!)T*!)E5y*#-R!v%g?LU%lV#*!A)5a>6fDHhRdC2S=Q=~z;CQ@u@`*yU=y*qU z9cI+=q~8s0g+gpp^D>$JO2L7Tsyn5>Q84%L1A-Gn*AF?ng>r^2{~LTGf95IpAzY*I z{2~RZpQL%_7`iS$>yM*fVtkL=-oo&gjK>ejR%GUrG3l^XwiFDBTajIHVAP{k>$?*l1-Fda9;fW4U@iaZ z=TSk%bN*4=1w|w@uoz=J3Xz8VnNHY-oT;HE+gssAW=I@t}Jlqi@KK2}sB(YJId$lBGh{z8k4M=~u+CznX*l1$9(%_ZS<&!x?Wi6pc& z)Y5mMkT92$p-3$zA*<^}#pyB@Z;;fg?kgo_>eB(tCP&|VP$fM%sDd7 zSn00RW|A?bW<2T$LzjT*WoA2uzvPE+?u=yk>$1@|+ct*3_WH9t6fkA@(^$kzu$+ve z4|bWERx$d4gD9K+O)|dXTltx7LB_yy{!#PRWKj8F4<|3G zZ!b2$8WL{DhCE?e{8LcnG zNjMbsP)YqD3Ex>c`@fPR;pE##oN6*8Y#;EY*Y^|gQ?I4#lfy*3c+w=c>O%o~j5bLG z94BJ)X`6NXfdcfh+t^PZF2H{(hSW`C1!zR(->o%XfUbm#rm^1&P=)fv>%(*b>cqcu zdYn{%vE?V6UZobGKxmqw&$oOm;b_0~d^#WL3wIhhf9B);7@Jkog?w}lU-Z-{EWmv} zYs%#%1vu^2^C}L~a}tP@bjt>_C4T8 zR}KnC1s5DWPC%jS@k}Ap1l(@)!eT^@fOk*G^O-0TP_O07h{Bf~?7K6VUPH=8W8NV( z`eGLDXqz{PR>?vm)wfrY`ZEwVZTg^hB@1(PYQ&XqWTBm_GDXQc3%w{UhYTdLkwxHI zYld4E@<}RxJiIj%-Htu1cw>}-#YwaIlgHCgL+EC|{h2iEskQQ{2ua182LgHjX{KRv zO<2>Sej5IvO}$IaNktmHy=5mk6-!dS4r-L8qQc?Lw*AW~SR_ceH5i(Vg>m`r!re(Y zy2a6GAt@PaO?3=;KPTaWN!L>NL=t}8{7~GmFc}vqg})##4%NeYxc?LB5s`V(>WRCZV7K0V&t`zH!rt%%BSEbqfnW>tw~sa zH&C*zBMJZeqBVK;dLqsQz8v{$mWT>tjXd?XiMTAOpB3Pgi1S-#FR8mF;t1bj4ZC+D zP9C#pZ3;-l9jbJ&2~9*Z&MF6s_X#*EZvXDNNjyrK*N#=@$6-@^%RrTVJjT&|HxbI? z&}^6%k>wtbY6f|B>^|{$Dpav4YCQpu%g#J_{45c9lZGLe$aaX4tTb+C&PUZdhuJb$|GsXq? zXK#x~Pw)4c$vflm?3=5doyKt(qQ7$o6C=M{3pSt9c8Ei@sBFGQmpJr%m(OnG8HX05 z){i9o}rRITNOhzOKav%8^@7J+BGLh@Zm5$O6N{Hk|V1UjW&U_J%m zcvqV0ct9&0tplRpN%e$c6kTYyz*s2ea0X4X{0zk@owcRe)lfV%ZgZg~A{?6}MalwG z!*N={yZRI{9MARD{qCp;M?-ti!`gc=E(BlML6@PWbd(eIZ7FrGTdAz>PTZ&rllV!rrctN7kkt9d`9 zD)C0qg9EVZ=JP&p#=Kfk;V+_@7l0OF=KZvDz9>3jx*jI)i7H8TyWFmL;)!_K%4;s3 z*ylE;A{^<75oha&Wn@nzI&A55EOW;ME!ko7SMGR4>T_zuUr+Sjx)AkY=L2kX4(zzR z`#!4Fgal^yJK{UxS>`L8w@@PAc8vAhEwnx1B;4ZQiU*f}$JhtC;vmaZ#bBl@=AY!f zezL|Dok^!&2aMlGg|3s0={#PTbijV>inJFahu)4ptmcK9;y%JG7GAhr;>qGQTMtz6 zZc(%H_duKWF6+*84~+5@`SmHs4G)nfh*tG(SZA`w>Pnv*RtQXF4TU)4{{R30|NjhE zc|28J6n#h}MWQH5DWQ@SnJ+SxAyX(RV?|LU5k*4!%#spG=HZRzXIi`{m9bPxi3~}S zMkM*}U;B68x$mB{_S$RheZn(?y=#Z%c&xO@}A3}Wl@6&s+-+&7Ca&=6r(JWL@2Bd85a z?Rm1u0j<_YUk4v2W6S#Mx-Aaix6>3nwBZoKc-uc^{n-cI5l_F^mxmxOQCSeY>o68I z#QFM1=WyY@vyZ9CIe2V2?Y_zN9Lo9UI%uX));6kTyezS27!Yky$?HW z;Ji<>)Qg)y;eep>#*dan;ToZP_X917Xtx7*!v!q~;WGNHyuks&(#*Ok%GZKm*51q2 z&oU>JrpI@7cbXAO677&uGyA}8|{dYZ$rZ43NFO$E`8U5JKn_Gh;X@v6W&DF(&lF^NzO#{BkQdun{A24Y~=}2 zwiZDVS8uwcqDe>x>D(76RVN(&{Ajqc+y(>dA8W~HsuBajE{Yrh6{2xM?)*33U4-0; zhp8`eY>{l&e^L`-qH9M1APh^}RBCF|cD1pj1{7MH#qgm+$ekX&qsuvC?g7F(r> ztRZ!`hc0G>rLeobg6m%dQKq1i)3V9#a5BpxEFN7MKs z7!yji_Y^oZBZ87(x@5+24Je;I`38gx3FqgbRLfdBBATPStlh?rkaOa>tUYm%$mMtD zZSgokOa*>8{Ymm5A$+N;a9xEhAs#RATF2a$xXpKWmGy`XAzHg+iGu5KLi)k*Sdy3x zvCYTmuE!q_!ryqS5| zZEkiaglE0pWt1NvzYBK_C-Rv&rt(+bo#;|8>*)RMMlj`hTcxj<5xSvcLJ8%j#K3kw z(|aHH6P8o#Nu4$OiNxF$5EEjRTX&)HREMuswl?7$;1^i8NQ;nOotD1#ga(lnP*mgpSdHZ0xh|j3M3`Da z`+;{_psZL&|9epf%=Ic1CqZ2Z`$eT&^yz}KO?=X8yCTtOF`k?@r9d>USYR8MZ6U(q zo|m!CZz87b)b+l5I}((7jhkD3uO-65+|71h5+juEx;^1LXbcJ=Bo`pXMNm#wB-Atx z=uncsg$rR|Z8-u2az0g&){7t@|6QWm%>0T4Gf^*orvV88NIC*a2 zx?ZOh}&_~#G4Xin<>&-1S@VhFZG<$~j?J}AsTK1jz8jMGiBgfU-&%^#LE$Uy3AKq+L6*itfk86AzSBH_?7Y?`>=6TzB`yvF zzA@nT*EIUQI1Y10T`4bC#v%XyiFCGf9JJL8C~kQ%(6KLYHZ6@ouG^65Zp1*m##vOV zEd~mw`gZWXj=?*sVy?VT95N0)qX-4ZVQj0G#`kM+5Vf7&=O&qe3?WBhLOua&ROM+a zRTI!YAz5!)8;1)#-4D20-e85Cu1aa zIJi$O8JW}Co?cux@JIH_x^%u9c+F?N^g&Vz-gf^^xOV6!RtVj_H+bwO7KAs8wdbaw zxXw^|-W-#lz+cvD#V1Y%=syMr zgdS$#%_;9KUac7zZ*g8f@;C#O)D5i>Pcm@XGCF+oqI<9r{9H4slLZ%vj`5j{ET|4E zZQ`BFf}ermqdjDNv+VXbv+6!N1T#d(aBZ1{ z7&#Ysd@Q#R5BWQIpBEH@Gbt)iaG(&DJhqN3>q3mC%neL23z5vU3R+cOhymf$78&m% ztoZWX{_xo%a4fBTQ_dA3z0A5bs=Ejs&lz(97mL8JA9ca#QV}F{e~jinDTG_2``N+v zLS*hRm0#Cgi00W_`GF@E>bDh$Pop{HqRS=U&ExndYg{b};wT8zo=avh!P#Yi5kRu70R2Hz#y40=K_+-G(ahk=L@_$;@qEn2{SX$A%UNPKxZbUq~SB#Jy8>JSqi_unM+N+vhj9bUM zUv4^D0wodFZYP%#=qfzt+;lI2YAaP&ysQ|<|(soHVLn-D~7;r zt?3CAW8d3b{hb#|u!~+_z2-#;PD?wMsVP&@Dj+noUxkXw{Q8Ug)u@<%6hPlLSb}c_ z@zw8#O7KMC{6DkN5^!5k=MIgP;Ck7GmdU+Td@#B8FnNZG#5Y?+YOQJT*_+|gT}4Ow z#28dsUl-vyu_5ZNp3$6-~e3(PZJII&(nY zgM}|Vf+eyEEYSMu;|^<<;u**4hI?WuGNalwJVr`UeB#}@b%|v-Q}Oy@n0pzHr0+WT zRjmvitCXMWekg^>sBo?0o-!=f3^}>rTn4pT37Y(|GFLbt2s@cE-V z^U|sUYj1dMjy0`7;M-RI)V&p$l~EMos8_&5BU5pDdj;Mr&uiLcR$ykSxU!>aC4L_$ zTOpcLiOc@^iY%8Ze36?AxwgI<7lXI_C~{p)^R8f{tSi{C%e)4961cu)qy{OnZyLJa)9r}XNB#QRRDFX6DCUk&CqJ&oA)Zbx8K(wR80`FTYG(tI za;kl)M}e6V_gfMLfb`zScAKUE!NRp4o=Y}D>&Cl*8ofp&&d6TB$KMFq$i25j$+*+( zqj)%9BhD1L8J9^kBF2I{ly7k(1a-!}>}DDf5jIy#9d1O*>oQy%YJ})o?!6A%n!s)U zQY%`!3C9oYB8*ozAt3+x%ukIbxb-}-Ro~Kt>K|1y!D>yg379mY=QWXjTQoDj(1d@6 zHcPm^G-2sLN=)IuCT#yM(lBMj!6)`+buVEKj>>q%g_Ch^U4#2=a((&bxxsK14m7wP zpE{k$LHtaSlu#%K+*xlsx|28v`}^m=v}6vRK3r~gB98;*RDmNZDI6H^6jaTJb5NXi zM)&zm4to0b3+AM9prZ9L@7yg8p1kZ?tP{ln?R~}5SC$;OpA0(=Hx726cQOvJ=HP70 z7eyxz4g%9lJof)b{@-S4%N1 zop?}Yl7r9oDvmtwIPfmqH9pMdAf@_7SxpTGH)-#=Qj0hUZrX7%sEz}x5aAz=X&mV9 zpeTsBb8!FQ)lj{35}(t8*!n;Ycz>(#$pmp=X))MI+sVPQBCbAh@_f_sg-Y|gI2co? z7ceFBYLDl4mpGF9%jHmQ)i}s8R@=%DVr3F{|4q#idSlV9wBNmV0Of1Imt;BG>ga{hz6Jmh}yOXjHZWF5(J zjj;|iLHvllgW+H!6uM3fiqY*XNC^$$BO# zoKb$mSz~|QcMeBka5MdCX_b{{pUpl{im>8?a*W^R?OVt}-BCDFBuGxUXtiK7rTkA19 zA9Q9mq#i}%S%GY&dcfq@1@lAos2p-$2=1&$zfsAm9fl1sr!KX7Y}5dWCkbJKbM-h{ zJLN;!-++7W5js(?>R~;)d17dx9-2#r$F6WSKz>hY0z1AQhLvNL{QdPv%Ioh?HmHZz zd?}AMe*>DA1*|hQddLHQ?Bhsx-a@i!Q?Ff-3FQF>hq zM~mwTI~3|5bXKdksiGFk@0-?4R@LHw#isOqHMRH@V%cPKvlcz)*joe|Yq2!QY*W2i zEv8hy`pR3?g5NfM!!^ZPXuOW?br-BfyYY~^^u`*be~EdL6vc+*)QLmNZft})yG#xw zu%UE{Csk9Q4Z7m+=5_-%QdfUc>NR4c_EpP2_vvb^i3gNH!`3;ssjV~wmUVJ%RF5Y|CoLG(ksjUSoZ)XJIxp%_KgDg{%+PoVVq%Fvk0z)6;ww z6gHG8OZKo}@qGPrPlr;ReIHSL>J+(^Zg{dQW(JsV- zU*;yyBsLShfvJgR2}~$tuQ{`iob%kb92MBSoQd)^Zz;4d2>hqNyD; zEHdO#76_z4VNC6@$p#u`OMg{TH_;Gi#mo|vqv7AN&|M4jkW4{%426cw{a#wlJTxq9 zC~Nz(n1*h*XY^qbU(9M#2MtL&yhlEK_F7NJReH{~^bk7iU#+$12&E%_%Da(Ao{r35 z<>wmP=&*FOiaED~bM-=GUB<=oN15)UV^e?XGuQ7le7F#}Df1T%Nk+ZrU(e8B;-%fHW=BU} z;iQ27Av(g>`4}*ckb3d6;vZ+z5l}8-zPX-`szcXBT#nQ6;Dwiah9?~omfh@Er|IZ- z6;oV!mX6@ulYcGF(Q*6dCGVI3I((RR^wuCca@}Qe7GI)c`pDEPgD?`W*OT0%BtC7A zo;&FzK8v1bWgAHTUJUP7cDhWS=kHYH?JG3QoH1y-PU0(g|7S@HiI1Y`zJa1k$KR~f zO~**xC9RB>zeD07d)TzklXN$F}gue+N&{k=Fde+MtpKqd`ix=wo%v|eXMFel`(e$)z=?3C zkhU`e!G6X1dT!)BdE#`?FVa67jPnemN&k%K`SNtVFcWfTbc(L(koV;kA-;Ainb;ro zAnb=I6MrXyKO_V(kS19y|1^ZWZ{N=hUL3}N04I8h*IFi`GaBRhrI^U9+do>gj)_R- z>iV_jOmKR3zV5bQLL1w!1~o|?E_G3n z3LtrWdbGx|AeV;dny)W|NFC0_e~R%Zb(kW>@73>0$D^9pQdVmi$ab#YDtm!}q0H*8 zJ`$G|Jyau`#HF#p?LcTK1817fM4u!3!-Q9oXh=6d0mKeSr z9bg5sHQDjF5?bYsGLZmP_bjXE!mid)3e;&rq^n#5RoQg^~Sr{Ey>SIVL{tmUtH{&qUN@jUi<# z6XC0NY&MG`Bj1muLPftj{whS0(?`Wr7`8{3TqU zi2xBFqRcs!Xe!fmr%5*;T_Z469GA^YoFUB1ad8V<9lc~WGb z@L^wisWe7|l$%5C6zMa6^wa*_$RYh|*5(48)SbzL$Q(Z>a=vKmH`*XT=7qCnrM?=; z;}RyrNu50Baf)561`|1VLdrWyd`1z+F3D;$aW?ql@^})Tc;|OJ9&aY{MXIzSe3{b#qu!C{2x*ARie$pE zPh`5t(t+L4dbhR)iU7x zR%L7_7%0*Z)$rz!`U#*l+4{|2pYzVU@4fTxa_;@gdGRlSNZd0Bv2<-s|9V4fMr<3`TZXW#1EnLY9a}mv8_v6ImzI7_K{dQ7a4+Zj&TM& zWH7@Et4(Yn!>vjAM`65VcrDvEEwP;pr#^)PXh0x+C0rf z613d(7T`-JfsnNQw%HUCbaChWd6`B6=}tPM%!33~2cK#`x<-N;k3U=vUL@GF`Yo3s zNP_#v3YHw6)j{D;_%`QP2Z^g1yN?9a!QhiQuj|2eAh}p7hPz(}u8<@cJzNL5L0^ZH z#_Hg~d{yqf{UjjyXdd1fOoGkb22F|~Bsk(cp&}Q`UK1M>1@Dup2DdLY=7HppR{oxfvk4X_A*Bj5Kg-dics14G5qTU??)0GcYQS9 z&F1?pUj;%xkwE8^QN#&hGK6?;nfTyChHa{R2IK-V3`RsRjkEt3RJO%Xnf<@EFH+s- zddMKqpJmb2%l1dFiDi_0Jp?h0CSSZ_=aJ3QFWc8-5Uh)`9quPXt-$f8*a|Xmc=TR> zHAsfr-~L6cIMsvE0j*MZmwI?Om8|~4wH|I;SdBhTsRx_8Qd?e4*8@MvQN?Da9!^Xe z4NuP2Ls$>5C# zTizm!O|v^~%V@X(9&h?|P>z!VRm$N(Mo|<9qE3W~;3;q{f2>ezfdV5^fj(z>b z__jwJ5^RFGdPpz!Yl8TwsIM4~W?soWRNA3-GWxW$WjnmZlpHqx&<>(k+V)K2+kw;hUR4^Y9X=?2;&`kDV3M@u zaUd2T2Df|Xzy^R#Atn2QB^|zfdlpcMp@Y&22yj)=Atbvvo-2b67h=4o8J=|bQx+|G zBbE-8xsL)C7U|%Z?X)Ia-3f<++Wu~$cY@F6(KwU!PS`>nzHRTufUrjdopK!pyiJJS z@2SfG>9y^GFRn7+7Wv1YDlZ1KI!t~qATVI8UB}>LCj$;UDN=Pfn4q7mIyxN91l0ep zrY4;UZSNMvqh2%NcM$I`@(U*1+&)BJA7ug;tsJAj&V(V=MC0ueEGY5b{CP~A1-O^R zTRyt7pzrV_{8T0jEauJDhS&r@k98?L3&L|9{qwt7;3Hq4EH%VFN1VIfG{XWtDku5s zFblZdu2%^^W5N2zA342jE-G!uCOv1t&$bSm^K&dXBYn(|d*>4}_*|Xw?^{g=tZb?_IBC%V|J=_dt~_%E9UE0aOJ;Z>-34GG?yGg;(RBmoB_KSq*^1iFbKu1WY>ND{s| zUUIP(4w?KuD(+qjKR>&RooT9p$(IZP?XDVlH-9gnC$I+o81{YVkF5dISx&)q?HZ`s z`#{M{?J<-a{^Tq@Tn!(W-4?v*mEh8|a(MThN@&;I6ff3U0hp0pZ{vF_z(6IyS|GRr z`aIn2KTB7@#g#GQh(ZONuGzb%?Pvu|t~~tf8AJr`YH{aR`-$+{%KE|QO$6XQA1Ky= z#{=bi$ft=)Jmfmr|a>xr%-Ck{44lHXQRq>fJXq(Xy`=VF|x(S{?ZC>IabeZS9tSV+S#K9hX0F!STmEuP(25Kwm3O}tzRdq)gf z-FQkt?oW8B%heL-kKrCr`dtLCW8_3atcsxGzc9__eFd=XX0)C|5C$YpHRo6k0S=Vh6iMUL+Y$7sL~R#&>YT!J4S&y#OMt0?!6lMJSzjR zzXYB>?@xzkElIcP$J1e+9_s2moeskJqFZ$r(qXsKeqy|0Iy7IXHg8u-h57Se^9+lV zq1f~GCFR;=h|<5KZ!4Ju@06SIALipAMf+%^@8)*}xa4cvpnAq%5cnG|`fx|bIB4K2FR;D5?66~*IZZB&G!KhH7)SN;9kPQB) zHH%yZLB*71%BU@r+6mKch8ZI%qqRi0L32bh)!U(P)f4?FeNq&1^%hccb>-Q_a~DyT zSyl&H0+7V3&^H_9k%(_N!r}OdN2nuI!pRaBkH(3(=j8YCh`~3-6Yw+{-I$_Do;#m{ z@*f!gqnW3p^WSi3XOlA#*;)JQCGjlO{x|mbQd$nmF3)R_y_$oTxJy`Dcjcj7wDnX> ze?Ch6u`(9hm5+qCNZxd9&qv&0cuo;&KKgf4-E20T%1>~^6r$%|2Q&3vvHkGV?2EiWKB_T&BocBl7p13Rbt{u{P`_oo zp3+h#s+POGQ%5ZmeJJ?dDdL@ht~MQ~Eyrb`uh}r4KbVHvUCC#{X424q)$1Dif78&8 zibZ9`yD8|kSpMIT?+Ga3^y;Qsxp-8ZOlz6C6pP#fl4ZVH#i9#gygy6Y9wNVg-Kpq! zEb{Zu>Pwr8Lzq1kFRQQ#2xoWGKv^IKX?pf!Mqef)J0YQ=s(>`KxOC>Y^=LXW;`(;Y zULpe(>`@7{YJ;T@Nd-e|EA=Wz z_Z7qB`>o4SSHO|QEE_zMS038&)&h@y@TR9`_OaJ<0e!YF@QA+G>f^|H0(wEUP~x#9 zpa(opss3GfR6D_IeVEOPMw@gU13db6^8+_^#&yym-QtfT;0MxJPj-IRyWD(;eNST=hq z5>~suJsa(d>#r3gXP_mWi_+b08OUvihFAa16y&BMyDBA{giMRa_iC&pqLajfof2%y z#$r#OIvT0?(%z_kd&dKWY2F46xk-}YvyqpY-H5LO7w#u?`@^1xl;u24id{= zQlh}tT~tee84aK&SIw%5fdad);|2bYz*Z;Y3!^y}ibUsqJbxxZsGyo>y2Z)U>0efnB*U^X~veA2^y$Oio%f#Z_$xiFYpHA3*q1EL&X|9Qv789om9XVq#wqEYRS+s9UmoIB1&Je4qz4D9;m+mf85{emfr3AA{o}i8 zFx$S6{wC)!xTbW)PTST%Id8Tqw`eW+UEg=RY*#JVm<{Uf53GgVnl4pULA8KBg^qWG z)WU0NlNQQYEo|Hkd`^w11>fkd_1VcU)XxOBz9W@o7>VtKk`qLVbea*?^rfD;%XF*eh5WN+TqxZTIulqJrU@GW!AzDp)I}Z$5Q}3eIn*G#gy0Ffa3Z&3>8+DJ?ne zQeUZHdiQpr(F_$Bm-L?$%u+%57;m)TUK;o|Jf?xE*y*=3HEesSf}0y7G?3b| zAb`tT+QGuQHQ3X5Xm|kDb3dmvX5|ME&R=}=C8j69gPgNL&)#)_C&nUzZL;lDHvAhakmKZN}0{w-stGEOMekKX@zvE)S&Y;PLY<<0Wee*}&4z`~5alYi=$$+Kzpu8)R0UhrcFUw9c;Ea9>y=4ajDD+Pl zqA**hJFJ&$d}8bFjl!Ye|2iRjWBOxgT_@xdO1W(-J7GbTZ`j(U6V66CkIwGygoGgL zmAS2*@L50V&)G&gIDR>Fv*Riq^y@{q4YcTx^XR&ka6iBr#n(yv8Gz8aE8&Sn0HTw& zQwrt)bjyzyzsGlg>8Ks$x@HHQp@=s79O;0hKQ@1c65F9T$04_0y&c+KAAO`lZG)%b z!3}bKZQ#1aCqR(14G3wmE7}#Ukg?(Q{l(o@$T{IrXFuNp!kI&fs_$Ds&`tGzvRw<5 z+IA+rXV*crR-e*LVl$M)7l!NNo50vjt-||J zQ2>WC`p+wq0&*M!?S^c<9Z}wrBDK;0;+A@Ot8)!-D@H<6>q-L{yyciN+^7fD(G9U> zpLz)H?A!FOmJG!Bt#!6N?7pxPnX+4h48QA(fc}dF4`Rgix7U-viVn$}d`Q5@5_EEo zB*DhniSXM_b-=^r5t(`S&%Wd)RU z9b{^z6Cv7W>kZAf1W+v8N~4Pt;E%A=6LKU0mMqGKRb&ZJ5ygL2Hjw~rQtQ?S)Ch3l zMv8i?HUYR)_7Ptj5+EITWeigAkp9Nrap&H0xZ~niYtvl@SFH~7D_p>VXgU3i))gE~ z(grqF?Z83%rCEHI0~W$rF_s+MSg@PFn|pC57P{vWS}R*hA=%ufA%&w9xL#iRoM2f3 z;(3fgAHgEHO>^%aJx~O@PZyF7co#x4_hy5N#sZL5U6vevQUDw0hrCwb6o9;|qvJU{ z44hD>^zM3_2lXifCl1=?!a$+w`R|wE z!fz4;qU%TA_>H9nBEjz}^>>{EQO~`oXl8r}5=py&9c>6hh7Hr#G~YZ#(tj(w&r%;E zZxO=&m)Q@|+7Gq(pK{U2VmP6p;8q+`%PyuFug9YYpXI1Yui}yC+kd>n#qmgC>$lt< z$wX9Zr*q5nVhS2pGiENmN<|Ux7u+NbGSME7OB8vIEVRp|&@mCq)^QB4bB9jlqTtDq zpM^(q(a4i~y>p_uXw$8{p}x(zsAdLslvDChs!Dx%1ZmRuRe`*>uReiLIyK7ls!Kj8VoRmcCtOgh&~hR4(wp<M;rQ zk@YD<7pFbqyvEBAU*7Co;gfQdM>Fs#>MTbyC-%5h9mAuPdsh?(Rq#ml>xP;%wHzt) z49rK?m!r>@kJS9GEk{2F&q;RHJnCAxy#03?9#M2AHikk7$Wb}}LS7&N z(QRXw9Q_GMi$c_qyhA`Mv$we#Bk_nqxm6z=hDUollU+}S;F0>R>K&YccqGn$rnUPn z9*q+1)mohh$XG-+KEjcJyyH}k8`%-iiP6B}K~FrI3~;Q^y^2Rc#aju{=Ll%r7W2T! zjDW6>)TwSdML?!<2ZzCkfVi;73?uakNO}J;0c{HV{c>1WlP98Q-XG1D4ib@Bit5AY zDgt6Pa2_-x5|GfUM#qkF0$L{glI$-fARDU}b0x9_BrW4Q=ORNu{;ReEJ963f*@r4; zx3SOTR~f-uh=?U`l`zdoMD$NbinKV`_jec0md+BiwflEZ)$Y$EZfdQE6s&ofv)>^d+M1~Ad$IL z*KI}>sLASikBVUh8hzdV{mOG9BG5AY-%k)waoB~9U$+RTtw8iz0tW$U>QBeY5z7&m zYWgLDPC5D|u=qC3q#S7mn8to~D??U+fnN)~$`IkIbiCjr92#z4dp;h6L++wwl+I!- zGMgL@bWy+}^W+?9hr{f=T6ZLi|Ede za4bPz=p}mFY)a64Y{knDp2et|Bk-P=YcZM_RJk|hP>h~zjvH3DE=CU8c~k1<#i-eI zQrT0n1ljL9q`?_niXy+rPv%UQBEDNG0rgX*NcCBFx7&CrdZsowv}le+X{j5>Uz=jl ztrWYyDluGe?zrQ|fuf5N@ z_ny7(IrrT3=Ly^9M)IJgJ)+UMCl6%J6nqY`@`2aEDLpv80D_l4_ZJE*fNh1_E_7Wj z07Hj&N}3G?aIScV$@05}V4FPhR;Z~EPU>{rntoUa{|#K2by6UM?ThFoSB)abRwgZ} zSr$P&X~kBK4Hd+{ztt1CM1|mluep5v#Xt?>%f8xH4CCUg`ifnpFcN)8zbU!|hzk+Y zGjB`bd%>ypUuS5r?M&?)v6=?w6(X*tU!()GYmJ4_13Kg~pV|#m=y3C*<@p`w7@$|U z##PXS0nETSA-z@xSYEvBT_nte&BOYzvxo`uf5H;3C9^=f#QgI5Mi#K6Z<*ZDVFRsK zeBZPh8wkqAv9T&_$ej~7W9P{Ri$mEi)SGM=SIVki=gtQAxnFHvOg0>5OJ4|Nu;H|( z+_^=X&U5phy`;Tn zH?ZK#0ae2fRxHRlA)wPB%z~&;%bbVdOekekGh4!#;PGVjDqaI7>`2R0bXjCT>tcRk zs5b*t^CuGi-C}@9d!!VHD|1?1P~;y2((g-)FuD0-9}I0&_cOri@t|m+CIi|dJhu7% zp+nY&cS^bk=-?BrQl@G^2eX*6(W~J!m^+rXe$#0hRM8G~ewCv^@Hd0?x5i39>xaO? zGJ#TPnpol2q)-g8nL=(;r@V!_PjXAxBI45nY+N`;~IcT~E~iXeYP&U8Zn1yrQ| zk#jj@XwiBYO!`iSPs4wf&K)GfJ%J6U{2r0OiYkBN=nN5PkCU!-4HZC&*z)NUJ^5hX z>^`{hd>#XOkbtBog4J<+;Dd%+uh#sQZKJ{i$Gl;%{c`>SQq8Y?YB({ut!Gyxz6X zD*=qJ{b#P!mjFK$`0cbT65tMFdeb;H0X{yPu9{qz2(@x?Ud|TLu$!7aY(S3$-zP4L za@WFOySp26Q0G2WzsSl_90>%H{;G%zS$7~R^~BWgn42)Ay0D#K;SS+MFGmY|dsz19 z(vR~Zrm#%x-NAMGnmGEUYw)G{QEUl(8ZLCu3B%6>tyuiwg4Eq}vUOtKSesgNd~2gW zPKqqg^pOn4VX9(lQ$Q%riqkB`DPb7p+3e_dC=9RGcV@4UiNGG;RycGe6797#Ht(B_ z!IXXO7Ox9p@ra>5}|6Z7YHJ^_di8>~tjNOyP`xQxOlP7ArL{CCaX37?w zk|fj`+g-BXCmA2*g$Zt4mx|SU1EOSvQxS&rj6RN}qCbzw!HRdOSSJ!-K0ld?vGQx1 zo|X|%#_hrHi!}r^9ZxmlYb2mhLUoJMxpdqeOOs2tOUKDo{j9!A={PO%!LiXf9p5(% zSVgI4U{Z&LqaSZ3E-5rU_`V_&yLeL`MkZ&Wa_aUaBb98F+M?8@o0yHGW_D2ouBtDy zk0o-=K6k2Hh3n9X5b!;lgMF4q+>NSoaGEIU)*+pX&E(2;Zlk%#8>6Sf*2_b|nT5D* zd3m@ebX?8$NcmPO1x4#mx$UAc>rJsm`YFF=X zN-M-qdlVhm8HHH3#xU|tRw34c<4K>KLX3Al+j%9o5W9iH!pZJB$2Q zZr(~p{?kpgr2sOHy-n4V$)I2#IS+OIQn-EPNjX|sgler$W_49XxbOCv*J(9HXwj@? zlEhntA+Kyjo-8lIr#lx8f8Z~|JA9P!pHGUg{C@VWad|4lLHa zVEaTzW-(eiBS&(f7~|I_7A*ZL#%k&g8RehFs9mRS5m{V<`bt{uRx3+!#ObHPwTq>= zpq*t-)}oH3&O++CBUA2r(Xz($SB;v5)0EL17<=N|J6*2JLf4f@N z7BkTN*~{6HRZNUy8{W4OWa8jEQ^W6?OvI$}Fn=c|4u3oReZ4ai3EBc%h%QV_(Go@VwkK(3pYUR$=$Dq+>03-Zvf|9Q znA=ReY7zEc^$ruMmpub>dzkoh@_kY8JtiJ6FTl-)0E+)EvyYFjY!$i&#c}<%LCi;DEyfeX-5t~;V z!_{a(s<3K|d)?yS*LSXAVS@alrJyJl3ds+U2{abUu_E*}Ub4_I)28i$2OCckv(jmA z*%6XDgoRekvHCsdWsz@1r)V3Aq^eDsK8bM=y z4P_{hVVbcNRF3xUx>>R+6`0!jRQyA4IW9MSI;>w^flUTv*-*nuwCV42*xXc!@p^A4 zm0UGLOB(n-R^leT<3$cGl}LOxZACP#LcYWR#yZ2Y(BLLi|Ek9vEvHmFr$X51l< zWr@}J=g9Ku_Ek0LRogV>f2$gQq_^G;Tr6#ew}_UtOiF0 zCAWS_s==ZP5gp%o?zlA5JA~ggs1$9f;gwvAti=*#Z$rehZxtTjAt1huT>fG94Pudi zu!MqC9bRA7FvQqdhj+sjJOcFV@aK@{`DJc(IIg%dBB`_vlX>Jg8CZw=Sr3B3-_~K& zYdwzO_d2|1yK(KB?e%zFg7C(5MLph3oHS$ns6!zUS+lRqI-DC_IOKT04h_`bR~p@_ z!|2|XKffNX!zBxQS)l`UXc4DtoTtpKpA>d`@)yw}_TXg4IAX}ZBq50_h%Y09&bkXA zl6Dt3yKPasKLl|eXk?- zHMrw-GUj}&M!~H4gRRxo=s&l$&S6D0hV?rt+Iv;u{w3!q^@d7(c5-R{Q(h&eZN6Wk zb-5A;UY>o{kz9#EMlm19pI2ao?$xA2w=3}a^uTGa#c~uHpLRX*upCp3RF8-0l%q%R z>}F$18Mi-*AMWXvAtdcedE!}y3s1*de`j)#Z$sLRXDkjLzghF*K_LfwWtlxn3LGr9 z)r)uaXX8cZxp;|S7H;^w^Y9mU7LFh6an3r&!tM2`HbGO|_u#C3gt#{otMgnmk8WXN zHs|sFzRwJ-Ute&bJvjbPV8q+^(a`4%;6I(BNXjvd=W$F6tdb~XJp z+#MV!e(nT!-MVsg|N8M#yel?!B1NVYHTEZIrE}NMGbcMvvtLrtqtAZ11y3>l&7Y8n z^rK>%=yQjGj3TVG_@HvVl7hxOY2Q98Q!tpISYBa4!Bbz|Us+uyLwHM#*dGakxU}KNVg{#i4!rZW+<<{w*cp2+-#N&=3_^l^u=uTeDsQS z`SWLA9uj%qMag~0MgFzVWbHl_-`>OYmP}*D$CJb(g*}Ry8JgeTHtt98* zv6y$_hv&0#<16Fk{RY{X^5>L~=;ka`{NCRibu$wi2@)TJ8#C~k$j)o8&!pq89lK91 zC#T`#tGJ+Co`&nbC2i$vNkd=3hLtS?X&88SQYXTdfU`Dx@>VydV&wL;r}3%D_|{f~ z@8a$xBueYucQr`DHhIIC_o9jDv@4yVsFaBM%V!LQ?|D8|hqjENa@zYnJ*(!++!pQsjJv`Zw_~^1;+un*uEDJI8J&xhn zZT7&L&>xN;x?~C{)8S}Up{EzP@*&QrCKE~$!*FWCadph9`K7E2$Rg3eUJ8e z<3qxZ@2Z=8@qXca;)v{Rylb+7U4A?e`Ri@Z+3_w#wf&U z>TM7_ih+54?^c_dVjxezA zrsdnohhn~2EW48-T-EI+x2 z!Fbk7f%;_+LH2u;Qo*-yQ1S3{Xj6&;8NQLeZT;a8-0H2cS}_bh@wC6&Ar%I?5mCuf zHy%JWb@i|TZx{q_%M3|R2?r&mlRb>?NU+Jeq2v-24uc~xI}UY+LS@y%U8m(AKx|v4 z#$1082sSTH^S1|q2l2z_A2mVHV8XwutuzQ+tqdJTM?ygVjx0M?FdWValFX>xQK01| zeOCBrG?>MCymz9+LidSnlgRg zJ=~A6?UR6Q`}d)3Tr%J@o|`V^DUci*`zVr008bgmtj^MO*patF_QaobSSd60a+p60 z*7%9t+as3^BKQ2?RvgTMQ{kMJSi4+E`L#K>cT*lPeF#T=`0~I>(r?`!gM6qgzUCE3 z%m;B=^jL&aK4^O`vr3Z92a@nc%c@8Du$}ij-L(r)!Y`hpl7R1p;9^i& zbEB68$KAvVj!qUr&+i?%HLWCwk`ugD)<^=`)Sk%Ry=0guN-o=_Oa`A>ao^wD$&hl& zG;NZ5Zu|RU<(keJ3RFId8NcLE1XkI%sY|v+@LXAG&6jE_=$>yr&M}~ZyI+bs?)X0+3M}@gxt6`4fY!{iSVz4g_#=`#Z=+KL zf?i`c-pWzI`sB6GXJn}0`t|VgpO2^zeBpWRzfdZ$#9f#j0aP&jH4$JiR1Dka&hsqx z7Q?!CRa>6bmVo(P;5%Je0!@_ms3=YeJe73ZeLA-kx~gBwiDs3;%$Av#uhL3^beiVi zMJ@qDzu{jZdrBZ(jJ$toX9@5MT9FqNOF+`MnEFq?1QaKjv%J(|;MiHOo+TB-Dg~R4 z?t)^NJu7KZlv@l+UDJ8@vWg+}wMMXXDHS%F2va0expk+W#D9HU3~I)aIZXm3@b}Hr z?kfHgF!Jk}ejmjhkEa$5B8owVr2VOuznb)~~{* zhLH?kuRaXB*iC|JUVbO<3NlzlylsV@6xbeEDPf#Jff-?m)4~J_xIa8G@ivLu-#qK7 z02vD8w@4Kb0uObO75=_|CoPR+l!5p|WE|!pB%( zb`267+1Ns9R3m}MU`BP$UJ~eTv{iH6O#+!OGqL-2k|6Vb|Gr-eT*Kt2%C?ap#q@fC z%~oz*+T#1AI1=p6$yMaNO@_8flbsPa$?#M_GHuNpGSC?An#Mh3SkoMlPn+k&g^PIw|VzA1b^h$6o1$$DZSmdozIIijQ zy!jdp5^Ak(j}d5KKG4?MQcnZ> zvKst7$pTjstyd8qZ1`fe_VLpOHiRS>TYxkNir4-oW@~Z4;;)bHt&be==M)#%iacYz(=xDFA1x5Qz8uaR5>mLasvO$SuN{$CUJiu|XO!EG%7It8gecQl4)4?%ResOQ z!PPdgWVE9k*zSH_7uw4~@?^$3J}8GYxq`X%zso?=zeG@+>&J)5^C7GDUSnbnx4_mb2!lZ zenWek7zaEwwM|vJ*uebwZXmvs4Nrn>Wq&+p!?2xvgS9XR%4pIeRYM%mzP5Kv>NN-M zY%3S^f5m|nFL*pg`#E4p-DS}n$AQZU<$sUFa$uLK+ug_f9QaiB>C#d?8yx!#r*CrS zZJ#KaWz)olAxW9b3N37iyK?IlM6f~HXzqDmGYdQ<_x&D@AHOaT36nynN zXx6Hw5Hb;QKBc<^eBbt6boyBg(fqxymL!Uy`kI00cwG@h>7O|g?@WP-d`qp`7&44K z$!X~*CPPHn^^waRWSHaCta6zm1F!tk?51=QxU0F4(~L==)H@#F!dnPd`pNyWO$D&3 zpmgO*Qet z@&lF=H`0C4{a;|^Sc4x1%3OC9s_?_((l<7|tn$OCrLDT-PyBG|pD=s4+YdLczgMT6 z5Qt;D+UC<=-^Zz}AzrcI2Uw=;d`LI^0bUfza*T?4fCKE{d8%?422a-$&+H7tPkjer z`^5;WCDTn{m$v&3g~# z{yChDD@(0n&K=3d(}em*r1d$tJAz*?ZD+(f;k; zfBswz6mIr3alLhN`lyS29yZ3wmi}$$lXp9?A3~-#6lQ4YQ;_SwiBupWnnDaL&#G$#ayB21JDEUfa zpYaS43*20P$(}02B!`j9X_Ug)XfT@rRCj=jzrCShgs?yCc%B>cT| znVrZu3F9=8X8wVM8=pyiH;g1_T07U3GPb7eE+A{@2z ztSskxC4bTQ9@qDyF{v`#{I6BQ&4QPyNHnK^deT6}TYKHdBexWzNzlj{;_G7czuUOt z&Vdpf;>%ohHMs;cXse{xoh(J$(6&o!2qie0DtjO$tprOtXTKlJD8c5!Vm>?TQXJZM zQg!#aQal&ZIi6Ntib4|Bb`h&-s2zOoPXARJ%22c$q*7?u^HHJaS~Cs5FHMe$rqNJL za`Pc-It|~~_k|qEq~W-J_O^*E8vd3teSJTNh5~}WzpC7#VSKty+)Hm7Qa|z$ynJZr zL|7&-;Y&la9U0$C$TXDJjy!&%h=x;-UZgJh)37SoEhK0g4Ox$k-%L)IVqt|5$bB!x zh?!nTtDmJ9V7$t1LWzc|5{f@U!fE*Ji{9!_Wi&kJ?5nc(0}Wk1{rW9oNXG+SjPrqq z=@`7}+mWlEX=o(g_3!l*4VRWDd0Ty@;pD#5%YD-{9HW``j~t_;uxMz&Wpg^7r1q62 z_|frScd%zEm5vmh&cwVxI=%`^ZB-1W<7M4!Z_0f-T2wuyDmISAIv}=tIg)xXBa3HwJ9uSCj&1$>TRu?t^snNf}i6r_R7Hy+4lrxXi#dS4k~3Ee6iiX3&O4>Db{I zWa~CY$HnB)p-+bx_*L?elDjSgGquEWrt}yndBV}D(w%_>euvdASqv->tn_QlX5b&@ zS=)8F45Ya+t{lzd-sjP;uRQY^_-u1S`{WV>Kk~Ipuh`8*&K8>0G8-n==2``_IZO4-&nS|GS*W}I zt>*)0ZhYx-W@a4=|43@zF*jhNW#O;GyPvSp*0D_@MUsONdy;;FI0yMx91J7e;GmI* z(L1ke9Gvsqbko3@gTKNL)`Z1#&``Zn+pvm*YXq|Qlh>7@QJ!^lp?w*qh{#0puPn#y zEo_qOVj1R@HOL9gmE(W@e_y1Imt*+*RnnU~%TcG^>4)%WIZCAnMy2ai;9Tc%_lNNn zsFN@K;(<*i3O^}Z8!26dy18O|bc3o;*z5Vpi+igvmPOdp@vs^@)6^K`;cC>`c)+`U zs2cM^I9f6T)yU_Pyxw+m4boaXr}Zz^aOX?(ip;@UjEHj!H%P4n}%jRAFM;EeVL(K?dnlL{@m<4=XyLGcJ#SeW<8!t@1bY)*P~+d1~T_0>~Kvm)WzxFFOph=-c*`z}QR$H(r&u9%OetfYnVYmS!_Az#d?QX;p z{kYM;I~sA@Rt=KVxkemE^0J)BMvUFx|0p=35f8SU6j{wRpi?P&V_G8;z6D5Le%^>1 z|5%%Uf76H+2iA3wuUlYC(GdZyNT_Z+?hc=DQHDYJ~vwLIX zjrgSEzxh8sjp#n?^jVF?9cQ}r>Ye;X40)ruDeqz$z= zS(c3`y&+%y>*+>(@merz|CvT)`zk97$v0vm=Rt4fYy-w7f0YP%*?`$5p++NJ4H#*z zd!>oqfd2yk0RR6Kmw7x@Ul+!aM2ZG8iKvKB5lt5T5QTn&TR2dY3;c9InCtdto>5bF3A$GK(KC5b;On>}83$R=jZ3-%>TH73t=ir+PXgZIu zQBWK#tjCjHJs~M+^{6*{Mv=0!9`9-+ znkza>f^BN?>;dk3?jE(soYxzz3?kZM;$Py=)MACi>oygMTBNm>e+~Y73n!OE8cmaL zp=IYkYS`r(v>m#yKcrTJPxn2ovz+AM?D-KF*(V$f(Y&>(!I6Uo|Gm|JYsA3;BO@h0 zRSurh8Ocp)sK$AQ%kGtu)#z6}+%imIqunl}k*rf}R9#BFwM>wWpW0ds{e!Demwx%y z@TV%YN!*okVyOznofwW@yj6Hh%<9rnr%HVCm^b;zoeGpy$*i_@D#rmCMaj^HGL-R% z_H-61L#;nr&()QsQ8t=LfcqnntRbaJivRyh`?ZHkufQ(~c`e{ILqP8OD& zV;-y?Wujfme1qT%2KwC+k5=-gqZnEF)fOijE`}JL2wF!&bECnRV#}zwHfivfnJ^VC zn(fpQB&oQ}=;*|dJQbIpGVhSMPeIQ@`_Br(6x{bUp)!9x1?@zGT+?ooF>y}K+%=Dc zhgNNNYbzun>*c=8^0Q>LY(4Dp)rE}0LgGy-?qtl^%%2?cfQ($F*L0eC$+&Kli1a64 zGTt3HDxP$UgcA(^^8VW-tkInG&$cDu{@~uQA7@B7yS@D3iL)d$HcQtu?;_!$Jaxc&|gDOOU?^*@ku}ABhy9*osN5M#Ul&wk{UY{+^F_4BT4}hv(ro^W>!bBRTle z=2VUsJsYL&7;x!a%EXCNqv^vbnRshqoyowdbWH9KU5M~a$E~_ArW7w@OBNy~3fR zF3Grdp2pjKDH&f2-2C$HR1%KFcm9lWO~UO3TXx&OPC!E+lG2UI1ax??kevTJ0VT0! z*v2~^54N0@K72JE1tVlu?}?Ac(UQ?KTQcMExq6&~*X0;26JD11^G4={NnYPO-)?dM?s}Hhmd@f_qlNqPu zLcz#>nf2o29h}#u-|493yPFhHL z=Ja_C+UuDsqvC~A4mHvet@b#Qvf`)Kb_a}LlRAWxkE2hje3AU06lCW(>^Fu=6Pw6G8SBAI01#5lWqr~)4;H*JDONn_fZFyHn zOsEiI;>L2eKP?2SCikn{SBs(ivGf)x1rk{7b8U{1B!P=i$E81ONx;z9eSs88f-U`e z4O~}9@O-`Ux|h~us86+cnB7f=9?EJii%v2aw^W9&ZzF>pRU&|Sm<(?7HK)Cd$?#@l z^8N6$B+w0A>1k+Bf;BZ;Ex)qKuqge5pHo2w#TeIFLme^{2w!s%&?3V_bt%p69b{-- zb4)8xjSTa(8hosrtL!Vt*Ef* zcFGu!QGxHl+ktU2D)_w1$XjJfg@el38Jmr$V01xnRQ@0pXtJICUk*^gwsGwB-Et}% z4;4}wV^V=XNH3CWi3S6^S^`w&XduyWPksCc4KCd>d0FT{2UEKedA)-S5c#NY)xlLnqY$Wo0Q6yF(&k^-qMx(n*p-H$vz?B3>Z|GaL-)9 zfV(GmW*1yx0NZX|Y(fA7O22RqJ6&dgcRefr;usO%jf-l(W5AsB@ULbM2IMK&+=+A} z#u25J7<{9HWvtSeIUygRcn#ly2ZF%_nqdJ=~c7=Mf#YOQIw z$^^zLzO`OKOrS)|Pd)v_gvCnJmk&;};G1%_hO}V`)T=d}i>)t#0_&Z+J8Db7mMjqZ zv$_O|UdrUPYL`GBUD+;9vjkGS^~!8_l)yTxc#60_3*Nl7doj_?1SOeXyF>d}FfhH- zFG7a}LC3jm+qGEGN-Hnm*~J3Q>MaU78Y~F@{(I>3b{5b~F48n^F=76RiP83bOc=hr zVt#bwJ8WRHU*?R6*VS<7EjbjXs+X|HuUU<+UfO`&dw4JoWj(Ll*4* z<7+2;p9RhKd4`c)EO3d`0i4Wh~H;$k6}IVnMt5`mt3FOyF!0jB~GJg4)*h+P)el zjQ{s)qh}GpbugcGaU~NhbWAV)DkIjbcq~@CgbBU&ns1aem=L^?{RwU}fVMsMFV}rK zNX@!OO?1&=F1;KVDi~nC*TV1-ah`bV>|@h6FyWo_3q2!Ogyh~{-;goGcOp#wKJa>H(L4o33(Rmzp-GPB+G)GZedxK1V0glA5w>F84z}Y ztL%6U1Im5ev-%02q46y1EK+1b=hDGPx|^8L9LCr4eIpZeoo1Z^n1pT@)=cQDGhjla zOrC2yaqcc^X?O!2;!nv6vX9e1s#1H8fCUZmhL^kTHKRe;=)u?{NCT0bR(%G|GfL+hTKLdR#%r?47T5Y8PpYLWrNktmidG%g=Ek^@dmzFR!jRsDi%calVq{05^ z=@6CcG~m(JwEVW726smJd1}_sKym&vCvY_l?9aXv`yoe#w20(C+$(4>CDiHD6GVdy znfos3{xsmtohWy>L<6G)Lj$#WDzyK&-Oclx3cR-s9B;0q!n^mv>Ygj8&}_E*@*!R- zsO?$R^ZGgkT8}N?Ahbk*WV(v@(mVxRP-)O)lnN5+KP<(6QD9>FKf7Z;DInYKaH{${ z1$d7=7n}^DK+pTeXMQ{s*z(24iXlOUoc?HAMKLlMypufN-p zTc1n?r>L(}g^5%UImLFdh$Hl<*nahH9t8%!^;{o_pn~J=G4aBmL_Q20RCoSPg>|NZ zbt+$|@Km8xdFC<|C|DzW$A=12Cz^BiUZVh;uOgo-k^%ucjwW}7QsDW(UPuh4z+C8S z=R8L$%-wBS<8X!wJBv?V+x(cwpT5e$6DO%KA?&DFd4dX^2|Xo27R3JXUa39y|2*7P zQ*T1#VV@tFpOx(?;8c++TyUBK+bShKtRExl2cM088{d;*;?#{Qx)lXP_E(z~y(NR} z;-?Ol2N9d2!_J>0>V|1*l_OD)ObtclI|Y;Ar@C3$&Oj2}nePZG;vxYn$@yc`d@<-C zrJ-nbF?^ZWaD3)-G3giLP$6iquj;3}RM3Th!O9LQXw<092eeW_s6B4WDxqC>HX^z8I<1ZXxWXDz&PA}ih7(3<~wozYxXEe$?++w!LqzTrs8 z5Y;Rt^zooyh@{itNT_R!HJJt@|Lu-WFQkE{{-a`(HFV(ZWhHKyrvsndHq#fgblAI2 zAv1TH4!SId4faz+y>V*($MioM%ubl^Z&)OJ>)*zih(9z?`*Zh)*(?oo5}9HrM(E&P zB08%5ny5=EmFOBnbQq2-o6&ngho$=o>-Kyk{%hNGP1~FB!81u;f`1Xb-;t`jO87)< zTX$3$vHv`JJU;wisoaq zmS~BM5TG5# z!QZ6lh40aXZ$?P=zRo7W&eW7uvl%4lZ4@y0o=SpYk4)<0WD>Za3-%~ZBJL?yy&B!( zN$@5h`yTsW z^(DcCUYvoFHwl6SM7}Cpl7Up=a`AH)8Thw_EmoKjzLU>=?~*CuJ9Pr*4jdvwDND(7 zlK~kjrMAc#=#xPe&Tb2{B7sk&`nljc#qh{UE-U9*5u|c+9{qSy1d;x^uKy7+y~pC6 z84wqyO5DFwV4=mSVCrWIWZnx}bN)vPI0t?_ zux)(`{LC&DH~F0iQ5Lpx-l9pcvcfUJKrj{tr^-z}Bwd3`Oo-$yGh@1Erg9POq8tg25~O`>(Hc1h%?d@Yrih zbZ7o*+W5v1_0$jlt?O{a6w{yM_FFB{!ff4Hq2hBGF}d#k9?`Q{K35?ZP;m)0PRmTr z-Mxg?`ID==MlK=Cw{&cOraM~Ox+F-6IN@NOO;gVyCsdNrey~f!19KFFzZ`J(z`3TS zb<_+GWT|I_Y)QS0I{i2H711uE^?!wj<~Wy8F{IU4aZMo3DjK$ItP91F-oB){un6=T ztbL~y5P?CHA}6HRMxkbngqq-VEG~u$Kb?3Ri{CY=qS~8d(DGk|%hj4#WZe2xJQ16O z^*=2~DQjd`Q7|@9y4zWvM7^Vyc_umxlFPuD;(^WuOmJ+^|C+ z1Dn}0KNJQsP>XM?SY3YxW-b4)!-8mM+vYv+qh}&z#jmE1`q?-e;T3j#Z4T!0WK#c( zW#{4E^Fvlc z?)lhP$7(rrF(1QzPqu~W72uV>q_e+_3Xm@=OVG=#0C{Q;Daa?}<0jKP30FGvaD2zJ z({AT-aCGvRvGCqpRI|Cd$6GHK%gSl46R-2oMj-o4Yh^yla`pVk3oF15u`@1?;zg)n zTx44Cp$Hw|}0SA_Q2ueQIIFG3y7nT$(y#rVuqRBz^XF{YG#J(xl# zp>@EExJg?o1;PvuYAZT$2~|gyhO%Lv)9k)?4#h%_NBL$BnmF7tog{) zrJ%R0-N+j%1^?-a9;4HVHl|bL@o|ZPlDe@5;m%AnPg0JkcVpsv*_Ydl4H@WM?lD_5PRER-hbBF7 zbi95<#&}s09p&x}I~q>W(SA?*p2JoQjGpq+OOa;c`UAQ~M`f8vZ4;Idjbh?l)!UH2 z(M;Ttf9{o43=@0)hL?-PGEr^k>h9o=Or#5Xr74uKu+`rr(omoTU7~}is9cIehHCj6 z6H0NRSY;$Wz7#vWH-xSuqO$8yTHeP}e5xwqr$fYk$EoSHj54fu^-k*HEyw8F&M}?K z%F%^?XXF{4a%4}wy7Fm51%`#*bblgUflkdG8je8~_@7O#PI+o2ZYzG#CG@QlKMwSf zTUb@-8On&aAmaFuhgeHQwV$jz50|lV>8)#83ojePPjek?(qy9-ad&rE!N%va0{mQ= zY_zCTPt3_;<6`}r`&v0{oHpC(_biwAF3sHM?|n8(rf=gHDP-e=>~`?bXQN>M^!yPK zVw~v@KW9aWezU(~d z8^660dUsNujh)mpbyJ&&d2G4U6r;#SIW-dk7&g{aQ}rBAveCU@TtKasjnch$Oty`& z@z)=Ru_}o+3-9FM^M&rXRl7K7QIi$Ed9WI*YW_(xv^Z#YNcEWT zt7;Teed*S&!$Gc8qaPOT9Go2H&j04YL3gv(t2fSbkniN~8#^v=P)cE!+8b{UuC2J| z7BgOrCu0|#);CsTW9x+U^&8draLCkh|IKRrbMnx@CalJF5_S4rt<|XbEc#pWR5i*n zYO7R#63+*GbBnvG(O^f|o&DX_NV(|Uo|{*V6W_iZ&?uu)t~O%_}J%$9>{s_1TM$HAo&|2Fp|ad2+k(&^(jIM|%jAoA6bgI*&+m5zKI zlzE?bYXPo9^0cRBd(?0L`E-5fle_xw)q zeGWciQ0*liaPZpA!WDH72|YerH$-3JpkiL<{BjB6{pa&h?fx8$rud7y2Xc^_8f`6k zg@byVk7>ON=HNQ<;OhPm4yNzZlwBRp!7m}Bk13HH^xb`KDoKfhhI?cdo)YWnatu2~ z3aG~V{N|+K4b>PUujulrgN-RNKKHT+KKZ;oCaC#rO7J+dHF@o` z4^>!tx$lI~L=`4y56LtVJTg!6HJ{qTMkR97tCp@AH~ ztkGOHgY&;RmFRYlSN@=A74oci&XAF;!cgz%8j@eY8k(})-(?jLxSuRp~POA)0y_&r*HCBoPzm63vWR~LOvJD||?@N%@^M+mb zvjihOjQxd+OE7_#hjr1U1i$f;kvzVt%{yAQQ(lnnhoMitUmPpzmZWUhHm~` zAl1siKz=#N)m;p{;ieT+eV>6-0pF)1={e%D3(OMBd2wbKw#D1r-Npw(L^}B2R=Z zj8`6{q2JL%R;orc%xxgsHjhzp-VH5Ie4?U$-^!~BtrWZ!!dfriNx`?JvZEiJDfrHa zo2Ts&1!D|ruLNJDppu$*R7oHOn<-rf!!}SbE~lx-BoRj8zrEg_X9B}Gb6>R3_~C9o6!qK%@$C#15ZNL2dfuiy1N?{mG^`@HAA&$*`@F1(IjiNR#~5E%FmyT2y7KESRFUX^ z5uxUfZYc^^groiO5+S)Nqt72B+nvrW(tR;la%hcPq%-dMT==j<*A6)@;zaH@VX#hb zd_0tW4uZE!b${2^0rfRAR?X*6LB8T``MOkNi1ZnY;y&mIJAFo#S4^(Kh)jCeIsq35 zPY}9sQOy@FMLDkszqtcE6A$#s8sYHrL`GZD$4KyS@|@8pJOE4OEW_+iabWsTsbals zJh=0GB&|G8fSgzkMNWDGoH6YF?nh1lqlJn2{n-g%6BEoBxRVIgm%Ee=ERsNq*D~bH z-V~Vi_}=K7J_?n#3F{TlEv+PTDiR^Jfxa!*q`O z8}&r+i!9r}AejWpR&UbpiYEc%(N}WbWHNA78*e=@nhbqE6(hUeC4)x5+50hl$)L^B z@(b%thPC}e($b5G(Dr=4$^5!R;BquQq#>37FQ24VI6a7iBa3?V_91bw+)08@K5^i> zeo20Cbpi-%^QjLWO91jz+qT(-c&L7Q@UY)(JdnMNcK(`-hc)Ayt=vZAA?BrC^y_!= z;9YSCRr=z=Xr#J`*b@(d{c$-vI^)5$^?pcGaRPWY=V%PaBto6e=9(M#5+TIXy+k7@ z5#0aIZXNJXgsP{NB>x8quxj+dWkq52*iQEIuD7nekn)l%QeYJt(lrRvj&q$wm8wPK`o5!rZ6Aax~sxH&iZo}1z zVGs)ThPO@AtwFxd&=@~AAyj4xJ7+hWB<{ zPbjn>iz;9C3WdAp=q;!g4oa`m$`ov(ptk&zB8Pb#1aT*y>+?>6%WBoDzs)5>UUT__ zx%?#fw7yI3ooEVVJewNsj!A=yJpC!uo#{|VGjUCOl?qD%Wk$dCGQm$iq?~&w8}gh} z7u9d)L6U!y59MessI=a`km8jO`Kv@Zr(flRVuH8e7bXFoZqpYVEG>Yt{^w^?$pv5{ ztm_kVhzKPGp{ZO3B#`!bL|Nlcg6QRWSz%@oRLG1BrE!trOJ+E!$(aI&{RL!1Us51e zBIs=DsbcuT+Hy5br5GAH^YsM}7DL7ChnC+*OF%N@PJqhc5*W?Qk+@J-0{q*|PV^ir zg#*IvW=Tg&!R+f*B~p0_G}GyP+oVfisDgiZw@@({KDGW%iKW0xnsZ8V6b1M=Qj@3= z6v&+*CTXuPhV!9nnJ)Y#aDJ>amy@pquI>w&(Arc2ji+|`w67|Lbd&B+;eizB&R;xm z^bZ*vD1xo~mWyEIz4g(|za)^5Tv}MasR%S>1f}1LlRz)SUMyOP2poIeq~045A-q=n z-z(ojxEknAvLzHi^S&w7x>p2vzcG=l6-NNGqheN%FA%_QXLfgyQXXtCWU8!tl>?^U z9*?;1fW2PJQjZy_uyJ@>0>PeL$DkC>X6Y0-*q@buaU>Du zf^$Mz*nMS<7Yc6_NdVs`>#64q9|H5jXsw}TEN~zE@2zmgJrFE#h?@%y1>Y+dH}%ej zgU;zXhY+Cv$fs#Ki1G!(NUugj^oke6tE?y)bNE2~Y<qVE&i6S)_?F!MKUBRL}w)f+R-M;-^G75)7o zw}ensH@-4QV)yyDeFqO_u77|R*Yzk^o{C2aiC;aNc@vRkq&%9nFA=}SzVUY6n2g1< zXZ{>Gmy9}HXHv&fld&mjUWYFy6&2%WZyN?>;G0x2mcCs!O1qAC-}K4FVEJ5e^5$Hu z^$98u2+T!YBl#by%siyO+dk%SArG(YHSRCsBcS7oPP{9LfSbPUPkEbLfWiI0WS4D; z$aiv6+@H%NY&Cd&N+*hhVeOk-t)z-D_2hDhxm6M77;X0&cO@ewKEzI}j*KnMS6?Kr zr{Eu#%R(l5i!pMYrBk6^34V6p@ug;SDgG3Vu>QnmEm2NzxuOJJp;z--RSD+H@N?e0 zSc1pI-qv5gRDwIDWQ6aUmS9@Kp#g*X5+r`ta83VIiVAfvEbH{jaNL3Z`tgM_9MBi> zDEwB69O(Zr>_;i)Nshcb{j(H#e{G+b_*IH~jsGrsSd?MDX`2?YsSN*(#}0_xFUN`Z z{99tal;elJUxVoS73f61&rG~ffgg`-pU}Hlfjho#wRvY)fxNR(8V4>_Aj9Mr?_uK# zbdNZ#AARc)j>qh{^^DE_+EvD?1CQ_-hm;pBpb}4dC7VH6C7KPkzpW{)L~f>Xhaj8H z>6RSAJXJ{I6sqx9Uxke};fE7ds&F#IFJd>F98XHWXF68lf;_tJ`&orOa=&v**t~m> zKTyzwihG5(+;)thq8;HFX}Fe(y@qa|?den;A{_G^kESB8ORr5xEEP3RT)DeoNktzH zed#1?Di*F5f2L?lMZpsSH+$@;_;B#U)s$o^p8n~mr<6)XTRI`AJB^CD?zJL5om3vB|CXpnM%2Uu)K0wm3pZ5z@v3XYJ`Y_19`sx0nT}EM*InIR z=qSwEe$WW$I4G7aL~*C1akn`|`#K$^&ou4%c!Q1+0R<+(UUVGuq{NE*&{0Tq++((f zj+HZEg7==&QF3UkRp2EZpC{QqOn*g3jbzbAzCJoCDmlg7?x$n6cX@y*Cj(FWYW)&Y zVxYA&7yZg11~#>AP}X_CK(9OIYucF%++U}(YSUu|KG|Y-!=j#nb5#WwX$=f~$4Nt> zMh4OZ4Seo4F_6bT@ruYS1CPm_jH%FJqFvRR;QeQr$e|XaLiS_ga%g#uqCXSM+J`Ii ziq-8OnmM5(eg(y69s9VTLVLxc=CS#v&lzHR1?hM z_N-!JDqJM|rZTZKA#9ZdFAK?~-PX3MER6nn(j?P?g{NG;e@s(jVePir^U5b#nEG35 zx0E0Y_0@{oI*6uK0Zx)@5_wUEZ3q9u_`d`%z@-CkqeXRvsu2e~cO1 zIlX%uALGMj1KU^1^;rIWnp^*3J*F-x!OezxY`q$>*;2Lv4>^)n&BQdI>2Y&bqI&}t zIvE?9=k#%GLa!Rh;MBn;lz*yTCnDL5 z`KmdoJR?mgY|mE~BGrsX6Am|v8#QB#^P0>Oi)L*8G;lSupc(h})Zbh8r5O+Z>rQfM zZ^maUzdw3fwcxn(E>@jc3u^pcavgPU!2;2^ZF#{hm|^Rf;r6lxh2Za?{hn4FyS8Om z^F}NFPMFw2C~ie72J4<}UMmi$7Lo_MTJc4P7i0B?HoSiz$eSSChP7I6Q*E`|P;qv* zh=h6@s$H+Ooj=!xE(O!W1gAE9A=+{4BE1dgiT8f;u5HI>FCAF?lI^IWTC$zjsvRRb zKIXXJZpY<&36>i4b}XH}>O1(e9S!X7s*+?n@UhvB3OA_^+%(7avQMc41F0IN8Acr# zdx68V*QW#fn;IYQzS)74zEy<4OC9(|WcYN)wGPY-vhdmN*MUYkU;DW;Ixy&j=HN>< z7c~sm5i;5DrOmv)p4EZRn?s#D%Q}#H&8bejp#$w+G)lNsbfDywLx&i-?DJ;|zudXo zfqJ!pi{3#U7_WBb;>`69JkR;(u^MzBuSW>XDRf{SCl~$I&JO%Ryf18Yr~~&Fnp{y^ z(}DbNh3-ajbzsP*nu+@p?ReoS#yzQR$IADs#A_+-n9)yO-*u}U1?QJn;&->Bk&hB{ zWluZK>|4txyuKZeeln*`FSX%KZyTk|-)(rb{|;%(-!=?1F+Fj5x($D{T;IgQYQsAR z+)TffwBZ;R(>yY&4S!2V25I`Y;pVm18HaAS;qILI=n>~O%-Ch_^U|daceVP@bh);n zN66N&S8nV&rmW7Hb8o{Z?^yeFj@Fk)L%-&gNz-YU#9ncX4P%f5uq#apzXtUGham&8-z#$DASTSSy~-x&EKf zVhgSoZBc%^+=8|@n#XM4wIIh)DOz?!3!Ygj)E_WzLGQgmj6z*@RPTzDIcv~@os!WT zn>M##0)2>@%H4uS$4oE!3^wD;ZH?mON6p9~eZDZpyBUv6o_5z$X~uURaycPvzt9YS zWEd?s;m*a2SGV~z;Uz7{yIapTVQ2bCaLK_YblyG7HO|?DyjvynqFNg9c>T6ttC@{> z{)(t`abF{zbZpzah1iJ8_|V(TvJoRfe)w9(G$Nh+EU0mNBi_}KiMNt!M2F_+xQ~Sm zcz$wg*7CguyaH>A=4cK0(j`tVCA9%H-wa(7%Wc5dPtI-s9oT>Y0@TE!O$|s|dvo6T zL<8d}lowt7$7W907>SDCo;7~@8-)6D*3;qgg}M)D^X`rVIFkxw)CB-}(E!;Rpj&91~21#u)gqBscuzBm)y( zO=QhaF|bzH?6|%!0~?Ds8|-AyqoId(i!N4l)E8Dy3gf5aVkB9{Agc~TtNEYH7Sv%p zI}o_st;5=>#Wv&cI;^*x%+HUiLp4gCQi*CEj`oC|Ru!nj+1aJ$D{i&ut#G&Q#SD#| z4_1GaoulCazc--=f6&nU)?KR&3p9+d*mLXYPZ~CIty(mYs>SwC8;|~xu4Vf$QBH2 z(2(*f!lcWBhFe@+BATpdxN+@@80iQN<8;MzwMW_cBdY70G@}N;$n);;W!13vKkGUj zufb(=pJTfGHF#L`uEm&O4Yt1(?IUch!HH`9sc6v}TvgEBx-?gfw?$^6jTfr%$kzN2+A0c=l27j;MW9lp1Qj zrL92418Z+>b>gPt^-*Q|&-GM{FDFea*Hod|#&OAa61DUB-f&u0V$o~fH56tg8f3iR?Pptw5AwteW9%!jC&XOvp+hA) zN^aA<=TwP5`Td<_PE_IoziW@X`y(9DeOs2stUz0D_gVh675JrJ;&eDq1vYQvpnh+y zK*@M_&pfF|XmxUx;c8iS-reA?o_g;Q%6$|0Ik*22PWq_~YwoDPp-S^in~rkaBrsYK z*;S7Bf8AG9@F~a1;a-nJ{^b}UQ|PJYQicUNq(cEW%21}%^~o*2GMu@!kk=|%h7kh& z^4~m5F+Frx=88lq&S-ehF7GMDm*W*~6@4YBaZ*`qV`ni=D)kSD4^l3qsOhPAhzvRt4MOd`FMfldnB2=GNX?Lz7Vdy}qZF>y~ ze`xp~c=n5kOL~=X@DCA>hYkG7|3^e_ouV&NYe@KtvrV{_n}kC%-Dij;M5Nv>7bH~> zaXS3to;QX>ba?4O>r5>~{-uHr>EnecVWua3L%k4HY~&T3#|!XRk};=4Cjpg)D~^cv z63{$YNbF8O0fRz5bk+1v(RmZ_vRoy69>=hnch8{fj);d8ifhzsPf?H zANqV6j;ep2FQlfREbmfz>`F2U_c@siS0!RJ|L1LWO^IkwO{?(eO~j3aAtgV)L?k{@ z_!ljfh*ljH&NDKJIO>vS@<|~Py^A9^5L6S9>&o|1soilH8tC_IS|tvnriSU=!ZEl` zs7TPQF(*G`CP+D z)E&L`!&CMiK8>vV;+7tUCQ|1G-mMG8G|Sc32Sh^g(Bk)j{Jo(lv2ekp`gkacs6@3* z%!Hw4``+MAhfo|OQ$IAr9o#hb-72HP6CDP)q}ToN#9t}u7N2%_VCR>%Dav0Dv^L|6 zD)BYL=OX>>(}U({y@~tVa=HaJhIsxPtx&-cK6Je6Yzb$-GJBbdrm%{^@rD8 zF^mWH0U(J*y9lpBK~u$hyT5fPG=whdzAOlXOgpWwzDi-hlSt{3^$UmHFMGB)%0H`pBAj{gFZ@_s63h{bvK)4$z^vld7yAcNfKa_9lD8%W z1QNLHE+(dc>dy*)SML0!{8`&47hVeT@aGHW!=L$%HD}l5!=-|2tACHOnH!_= zPnQ74EXz!FG7CUGH(d7VszUIpn|rWhz5r%Qef6TR6hg^RY(4PR;ft){GrI;d zh}icYx6vYlxivY#UY!gl>x4f0o*={d6#jon$H?F{b?4GOogx_V-$1hMAwhcFA8(s3 z5~!S5d2^Xev z)R4e>(-v*PDiXZEAz?0FPJ)?z+jg$oSp@uxWUnYOHovs}I(U~1xl#+Gd%v^4UA8?Hf`DagFxNJ*?PREop z7FJ})Han%Cew7R!%=b21%*k--+@6d!Q!*$@oq9wuCd1FiXEs;9D}ox&g{}9$kU->o zjY!}m3FMay_DfzTLBofG$3HKy>nMp307TMskV zj;C$D5WzCm=(Nx8LXdB{ef0QpA#`ur@|n3*2o7fj{!ND!0%!1fBk#?HFqOT{e{gpJ zq*s<6Jw+qH)3N*MGzI}|&6{HHvvo?`u`}z3eLnC=b1(8Z=L1RdXj9B=9&8SA$!g-s zgKbkXn)Yfr;CQZ`8fKIY8*|;5=PzVKR!yJ%Q(d+nIAL?9RyOD>iPp)V$c8l=M7Gu* z$%gd@4h*O%vY&5w96;Th4R7{F=&;u3z?Iyh$sen8fXh(#!uCJeFq}1o`U}}mTvzUq z#`fE@G@dtIwYl)==`-(hmAT+*-7ERJI2V%6#b#L)=7QbN@B62-b7A~XsZ?@mE@1y+ zaYj=%%pFMDn9IrryVp(QV!c^V9T@Q3`bif2=*%cHD9HwzaYnfZF&ixQ@h4d1W`nWV z$9k8lEb!AONp!bn!UlKAHq(YoIJ#|N=YMsX;66}z+GHXfiu*oywGXGmgREm0%%Za( z>uvaZ372eeKc|@U_Fyh7&;%aT$>oA}n0R!qR4&|6*wC6Oo(p1)(-9Ryxp1#LO}1}S zExjOSfiI1N6K$QUJGYr

zgUzM1cSP89|H?(PwFNa zDpIPt_SsOtG9lf&QNI{&<=eEyHx`3aVe66SCyPO(-DNeovKW|i@or1mC14+tbIc&Q z1cYfHgTlB=f#++a`|cZMFuHH@qSECG=$F__(#4HbZd$o z2X<7!R_^(u+?T3g`|E=1ZD*<=#ZBVv7iJYC1W5Nbmsi2UUauna{3_6R5y4vjstPQH zz7=tBQ(^Smo-jwO2Ei-zNula$Ap7iC6!=`to;SCeM{Q~#TfCH<@VXi#l_vX#&a>AO z>U8bXHQ=tb@aK!ITMTG$w@Wlr5u2f2JFo3jh*K-WUPs9`r9 zsQC`8Ku0v=(y)v`hUAdSk)>1M|hyH)#wgs`?BCYbK;Lm;Op9V8XFU{psWK zEJ&GG(0Oo!1%H3-c-G{>f@^1qP2-$28^Bz68&(10ndYD2R!#P;PRQ;X-iKATz{hM#C3xKoL`ge zx;+>$^M<(JcMk*J-*-9nRF(lIj_1Up*-X9fNP9R+hgoZ?o91OYC|q!B03kZ~9<)%> zdQk^wyL?v0b?V@XT<~ZtXB|A(z0=-wrVbKDA62EUu7kgG8y+5BRR_oOUzXNt)xpT4 zq>0@twa_p~`2K-#&+QqGGeTj3Fj2O`%!FXI}^m7dey?FmEK&uAk z*VQA7Pz_bicm1-pszJ=k!BdJzh541tD9dmvJQ`Q4}gk(ts!=2?-H7gh)~%BFT`UluRi_ zNaoD*{LI5MJiPhgWQdZaFPY1bp_xJ{$>*=L)?Mq~v+lmib@-1}otM)!XK);O|^@cXeD9EDm-* zeb7(=Bu-7<10RW?Vf)HvDTxT-Klmr@bcrCXR}-AWUJgmUb;b5grH~-BPhIXyDR}zw zO|%>;0U6qkN#%FNuwD7qf`3{ODD0mR>Y)@tXG2sa#j*%;4u28l2rUFz^IUV!+(Nkj zDevL#t^&9gsO&M$Rsi{;$A|fc3Gla5GWQBs9=Nm>M@F_0K>E^@&g^aibPy_f>u(a^ zxx=GFKmW^xx~femwN0y3doIn~(bME~nQIrfcD>+j2y?BVfu!+b@ zjE97m^)4dxSg`-B$O`a}g?OUUjm67x@L%$tf@AbY;N&vnYM>bjqqQSpg2iE=xxl|1 zTM!Cv`r4)G5rM$QQ$Rc{c?T30LhJUJxIusPXjD!DF^N4;#N~fmoW3-o8m|3~yOK@Di_~tfr=q+bbWm_Vf17sPI9Vm3@8fuY9pw z$M`PiOJ9^)`%Vxrv{?CN6)?jr1bL&m= z?@)Zu-MO>zZzygnOZ=;p5RR!^D7-iKMB)n#6?HT1XjG{`^xLK_2G3s7j8EDdhf|-g zUe@yRjgd2u?%Ac``*U#ff6v%u z-{#<}zt@vr7v$nj%jSC#$poAq9+&X`MZix__A_=Y67X(&%$B{YwRdQZn&0ZWx8m#G zJo7x1@sly;7R<+lm+o!S8E-MG4!z5J!ywxoTf%aMPM;@wdn}oZ7fEv zqG_H*-x8!AjP?4`SAuuOW6VC!mf~1OD7*5HQgj*;VT{g|Vz{$VQSU-2mP$>$5ISFm zy(Pu`X5=z#R`j*2qn2UD0T-Vgj54f!T{`B+D#I@}&y9}XE=SvZ4Qrm>a!eSS(#%pK zVwr1k#Zwg`x(+y5O{o&GFg24)VUCE_nH{sL3q*W0CgrU8i-=1P2&4PYS0KM|wD2*D z3fv@+gJP5lRBmB~xw=(ivWZs6&dy4V3~(4BbXB4kLAc=Lt4a**+IWV)rxJBXBTmfq zR-(~|roK-Dm3Z@KjqOg=D!liDEWhb{73wXOfZTi)2KkTt;XPN4Wi#1FRnAwV*d(W2 z`EnJuYSe`PG^|4YE%MI4*HmLnAon_^1s?pNG zHOuB{H7+(;C9ePpJ%)yupJwZaHM-hwn2CMN) zt7ov{NfO4rG?jX3NJ80Wi?;i|By{Jvry*QQLar@wJX$&*aw9zcnPh zBX4UF#7V*fYbD1e?NcxfT_yqlG7S)?sJ8c(7=6 z9X6tKfb`2c9J|f?p5q7^2gyVyh87ubP9|9dUnipvSC(hhI2nz%CdvkR1(kB{$7S<8hWOMTF5Wc@I$xSY>O=&%YSV&inU>2SO1$W-P{Z$q=t?i zJi^5O>_5x}VJ4QpwBz2w$3%nRDsQV621;$`v!cy1Fn}z+P{hH+f%`68ga{_4Ou)Hw zSD1K8v@+_#ZWg+z{j(9?UysK_rf*7ZZ@^bi0}nT9Hy}sfsS*Fp4cP73FDd8KfLWJ` zcPytG@bZZSIfumtlv(S0W#W7zE`8eDwVvLHdBXd~{|*?61=1-NS)MDINKuGTw+KJ2l^oOf=%A6X$bGJ~ZN24ciy4p^aGi z;A%loR3iqqo{HdE?W-0MDs$Do0T1scp5!^vfcMpp)-G{1pyCGIx5V~(+_!b#1=;X= ztk?RY8R}Y(`D$WRi~OPwXMIy`baCk!B^K zw=}#SIA%$FO2dfdP5YB$Y50CGDj;yavad$Jx_5NGKgC zwbT(!!oVFO;~uO3P4V((t{mZNOp`7S*c?@b|16u^b22MYYMGu8NT|TxvUB33bRv%G z{v|es5-~1AV^FoJ95w2DH@M7|;lO!zx5FJ}$nrSUzHQZSITV}s-*qm#54Z4vqyTvDC#C`7xSqS$RC z1^D&Q+Us_6`MB@Bazch_9^O=7Re3iOFuLO)i$|J(ny;6CE?mpOj+fFRyYq8!>oJl; zrg#pPGGc^UK4jt1X>+eQhb%mI?Wp?|w+#H6tzF4?FdZ|eU!|!iq++#M=WAkK3aW44 z6`^90jIV@J&ib?@;T`EuMwPS#T)*MkL|uOZTDI~C-wce$`+Zv64Vm$H)J12`P$LfG z2E{V>*F>X;JAbr}Qv~)4?(hza4#n9l0i#Y0U8GQ&QG zVz5=*OWlAFG>@@W{VMPf*EN}59FYz}-9DkLhqnXpk^kB^LD>Pg_Dt$pnN~kEe8)-b z`QnF_0kdH>yn(p?&yGodjoWyHhw;7D-W%KUYl7*a9{6#Whr`EX&S)wtvi*y<9m;%l z9et;7fiW&T6Rl4zurt=; zo?pM$(nA*(hBh6D&Cr3Vu+P41t;b>F!PhlW@-i6i5~NfSeGsQE&2zNfRzR|=2bZ^u zB38w3wA!=v7?=mSY9H)#1PaB@ac7<*lZ*}v(39(bhuXFa?0_h2zx4c_!f|-le;m$!fASG|;WaYVm)Cm8<4Gy>9 zm4~D_MdudiTAi(F)VKqoW(OW-E8hd2Z=G*$7YD+!Y-Qcaq(HDs-SFWP{{!eByHd5h z5(Kf_{TiX)g5YJoFMrY7AYgUuH~w}h7z}hc$N?UqV6t#y%0D~;R3c6FGp53zB(zrf zscQsWJoE1O-HtH08Y|eeMkW+AMteNpSA~IlYS6V^d10XQoBw*gR0M3iD;<}v{Rm8? z5;gZciw54jA94JwXb|JtJ~34h4g1du%w^<6gG6PK)!w*hXd?4!dIv?rh7e0PTptTO zP5kB|zhl7p(C0w24e>BJuXnDvJ08sDtKV5UGhY_}n*yIsifcE|q`wjCP1R+nO06~0^B(|R?^W-fRQ65=jG26;MA@^(w-~=Sg9SB8Hmb* zU1J+wm4xPj=TCu2$)@b>YtSzg$v-1{qx<9TMB?XjgKe6bCt{9%jqT_ zD+I++KEiNjA$W1v2C4oogabbt;=T4pQ)hnrmnib1#>!H^LM?b>THbZy8frFD@(gJV-`SO*ylHXMt(r$vFb=6%lOc?xWAd2D)C zo(eh7$MSn+sqkV+$thKa3ZiN!D*dFXFyj}0*jtJUx7KeibCaM#$X{Ffr9D)*uVwoC zkQf!T?9*)D^-|$Mf!ZhKEi|a8PwKsJng)*pYXX-}(%|Z6hr{A0Xz=g(hVO0KG}y`Z z<~7?f8a({fR~kpAfl6PO;GSq^r>j=c@!#^~^F#X!$agaNj)m-0r_8SumF&wsf^^7gys*bXhz|SxhMWclY0z@IsN!P|4V*T& zmCH?2Vb^t)`x6RO(02RLBdSD&Gj$V=7miRNG3Isq{i9S+xD+uEbc_lK6`9YQIjC^m z@L=A{b_&dtu2;Hrh62jX8``S`DDZdR`91j=WSH&ZTx*g?Nz+ zeD+}~B35KLe)I1e(PT2@c3=26Y)*#aUT*Eocrw_ZY5x$oo&pmB-7BqYC}5#C6RxF7 z0oISlpRVnv0Mzcj8WTkUg=ziBGh-C!Si`C{bEHDD*_$o;7gyi&Rro~>CKV2DCeoj* zS=Aw_4o!pT@HS=AsMVbg1wUph)RXC;9Kd|tP(z256p6?WJPe5ZxZ^i>5d(VD&wLJH zGC+&h)|wi+mi;U=Bg96 zVm5%?G?5tg0ra);_Pf*OZu=>?YtczL}t zEBZzQc+DJePt2@`lE`b-<88BJ~;LvSm5| zzv;HkK!@xp?v$(%I;dsza@}^LLsI!G_TH0p=-8?r?^H;GA`8WG{dOvRzuU9^bs!ZC zf2V&OC*Oklax>y75%yn$# z`)YvmjyQ{1M}p(BF(Y5pNbo{D;1I>D8qzbh)T`c9!5Ypg+oY3~AUAyedALg@6eaH5 zo{?4oO8W2L{Z6QWjrDo?MtMXS@EtgnuT&0J%srVe_LV_1-wfxwyQT2QBrtj~y%c_r zJ*e}#SprMry=*4s#bEVgC~5tvVkp_{Pxd)i46XY{4iPMhp~fI6Qcbi7%DFoXU(gES zj@1e7bId|8_}WLQH7x{^Xx5GHhXv5F<#buv?gE(mAS_|c%7?+XE^(J;^B|Mi|6(B~ z55hJ6{%A?b1Eu@bVvkhwVDP73^~6R3_}LRqcr>7eCxbys zZ?IiP60AMAeB5{<5k3R^@vm1BU|UT1maW8i_|(4OaC#;VSZ1c=F{5bc@y*U#c^L(U z@;8r*4n~3c69ulFFT+7RS?X3rPdF6i9WrV=8wScp%;h4@!r;Gb#m?sL5TK^my<2X7 z00;ek9i0vdfNNKmzH}u9KzWPqeT@`fh^VhoEH3c@-=fR4_}B}orPHHcPkMpgwcb*8RF1f`xDHFWU`<;*Cop6@hLc=u}wfvGOStiz#czo#sO^ zbgsRJZ6X4H?5xYT`4)jU6sFn*U86A4K3z=LCklVmM6t`xJwlFC8J$Zbv8Z@qsnv=% z8Xq`6avm0nMru)aT8uxsjCu$ueArNt7LO0q>}1NOeP&j z*A3z@W9r|~*Tpy#n@k^1T$hM5y9G*Cs*=%--$}TiCk0O{NsPN0reSeKgWFw^H2k{G zC1z_wCK|uecyLo73xyKez1t$PaC3)r*38Ci{H2>?8+$wl4V3anZu?}T_%D(5_S){uZvUdwM>T5{0!wo||f^;}Hl3OI2?EeF-xTaprua&WG5w_?@m zdHVNbzhY`O3LMI_VKwC7?#F9_$GdY7*Dy_=e9y+6@iC8^OLK9&od2A)9RYv!5oL?~ z2v~AP{$H~?0nZ=#uWitSfa?XCj5nL)p*Yv~t_k^kPV{pc_6P~uo>@vohtRbIL8&x6*LGdv^TAZySM{`wCYX$6 zHg5~Rr6r+3BI#y0Dk#%-6$%C6d1F5&#V`=LWXlGLLw7M>`}vg0Di{8JeEWyL+Fe|`)5w}Z z@x^@2pj7riFTBH7EPA8V1r2oE7joZUN0QCJxh`cJ6w9;t@U;6J2Fgdv{Vd&wwogda zk!crU_H^3B#$gBOzja%pBg_%5oX$O-W$OV(K~3WFnVvv@A9z$T#0P|TJRy3*T`*ET z$IH+1hoqxg3P0`#!o#pK8=+OMIs1E%dF*BcRCt@S7pKQU;H}ncJCfsp$8;*))Hn(L zz9~vgHb{ay%0q97eo3(HS*EMPrzFU6+nRF3I0YK)hL6}5r9lkGQ3(m@OrUDbzl{&f zgj?D97M*vq!KjXL%|0R*-V|NAAG@0W^TqT=EkET#vvG`Dkq!aak4+O#|000mxwCvhICq5iB0rr;z7g1pLu< z9`D*$eO&$R3}1N>H1B8F46ph-*X+rHpRY?`*q&|ulbxlYQL%AHVn!L%MqS)=j8YCE zz0))7Y(%h4S-7sTy8;B~*YX-%uYl@6xc7rz0ZS6q-u~$oK(poD``xe-t`x;tJBn9A zzrcp#BKay%*ElB9mRk*hFzOvENCMvx`^Rn(Bv8EQMJ3FWVCQ9*v-8n4a9_}}Y`MAy zuKZV_tIfWe*Y6B_3mDZxcwYfo?0GE|KQLi=_tk>>u(tkF^E%+ZeDsOrP#w%|b)@P# zlObO8j)cK78Mx2b5S<+;K%tq-oA*#aV$Nd3wVwi`+vdp$WfUm3d>ud7K!M4Z-$a>@ zsNhg}(xFI-273Q zC&YyE1<^M$+nA8zkZ|JBRwnq}_(}M-g$Z>V&o-L!uhvevm^MBpkTe{!EjKYid`&^2 zshhBo% z)cq@TD1SY5tn4ZseqJB0iMvS$pS?pXN~&}?@n(0hR0|Ev0^iPjkD$Sq#tY_aS9xOm zKJ~Wf8!9BZJrYw+r9z|n@|DzND)>ve&$=X1;qg7$@#JSzSlYTJH+qf=*4%~RsrPA+ z81+J6T#OFsXR5E2#nT~|Wg4ksOozSd;_{Q-bZ|a1_488&9r!9A1jO8+gQCk-3(tHy zMEahNw@#wNq}*A#HZukYI4f^HXU%{^@26*(stlNS=;MB(&VZzKAD@q`>iqZQBa&t= z175LSuaw?qK*p#3SBtCq7;GMuP;Fz!=Syb6A1`{N_^aFU!avX742t z-$sTP+dChoP|0v4$XNNE8X1TM>-KMoAj72Er1&F8GB8I$%;{wvydB+RnLb|!Dc#}+ z+6b$8v{+6hGNcX`mna_Va_V3}a;R3rvko#P4PAeG*Fn@B6_>ngbx?F$WkN2h4$K3u z4C>3)LHCch4Zgo>;l9lB;tjo8ur^~v)z;U*-F*}*^?x}752%3ofQ7NDZ55!fg(jn>PXw{*=SGB) za(J5ktg_=yIdB>3jU-f*LDqQn99EUVu0t0)^o+{j3ei4h;d3b@Owj$8=1Sp7@9U=R zFG@fum19=Ty969Q-#vfFv=}~$J)1K9R|JomZ7!zi6@lrThOEu^!qxqQYa+7>L1$(_ znd5x{?B)K-{yM4vtd^7>ZM=~W`7cm@gFrqIzB2R*XnD{jWfu5f3IUpgPkkCwBfzVG zdmGPb5@2@NBY}9F0PclSx)=2cU?-%b$03jl*Hum=>t4zMsdLKOg;H5?RY{q<^>!wZ z?AexwpJ%}SxrOt@yfk<}VmiM0Pb###@OA|EB!j3|f+gqYWN0K%ZaHfuL(5=Ab5~Cy zY#yg}eb}1_+`@*M|1HFUz?Oo(e}CfOVe3ERCapO59{>RV{}h*bG?m{Q#g$S?NJuF} znNlRAqOH;-B(tJ~GL*5eF@(rG&(}Q9TzBM>S7;zfb5RsR5sFfwe)sp+UgufwIcKeB zJ@5JK-EjN9taV~6JS2OrS_#MC#n|f3cD@+gPSvJWu8KiYPhVc7XDn<|l|--oh=y8o z^x*o*XpGPA4W(X-!pPGLt|xrMk@7h!@xo#lbbFVxOoBqu+@6@E>=TM8{ZGNRQNhUl zv)fxTBpCYhsvKp$!N}04C>U@H#$uaCY39UDkkiGl#k{!*gPs7<;*Oi>_^Os9^VlC9 zepb7xet2Qg^LIQ4$A5@1TJ7;+H3%8fW6UzQo15w?Hgto1c>FZNTgn7%{c&A)E z@lJBk@z2Ltg6nMKZL9Q5AQm)t@GzeLU*CQlPER2g2;2Am z{fUH>^I2`71Ia|Px9Uxc7s&+Y*}&3t#bm;}XI6IPY9cYQf3yCBpX_}TCB*q1Y#rB+ zil0a%{zes*WGqi2bQI_5uenkPyR%1+%YR5ER-|#$9 z6uN!l6n6yCt83_~CwZH2Ns1SXC*2?-7T#Xx6$vCN2Lp~zlYEHm$?Q^}^}fWS^5fLe43^hkc8%bF{bYB?{fmV42~Tm>kTxNa;4#y0W=!y}xK#2$@***# z*#7dKhY4Y=ptg9==oqweElrN8o&krUvsY1`IZpOVSuk%oz(D*9*RxoAB#d3-+jY+t z4}(3A`SChKt9ITQ8Bd-MNVp+ovyJ%2k^dlQ=Vs%T<_-R+Bdr%XZsFSfaC-rh z+mMb1dV(TgUGwd3Tzf3GEPK}85FQJyE9x8XOvho)C3>6mvP3*quoV^aO@Nfhfq4Za z;e_J+56Meu(3ObjTQQdj;p&_3qRAw*4GLWuh|7Xtm+b*&bT$&cTa*9V<)XOxl&3{c zE|fMA+L9~tG5TRs%-r#Obk+G5I>zK9VD{abRhb1)GP`WCyu1+kp-<(SjEj&SBvCNS zQH&bhm@j2j#TaOl7jH2tf#80!=kDYZEIMXC;eT8LU7;t#<6WhY%lUeekywiTs|JQl zL&|U=_xVuG!3s3{S&6sqs6^ZlV>G_361p$favLXCL0Ch)*#2uZ7=cr7zYEmBWy-Vf zw?Hi}3HlT-J5h^cv;eC8WGz%T-R}(BRfiXo*@g6TWK3F|p|sG+7;m^1C@)YC!-9*Z z>C5Y(CULqjJhdJkyxYWFS@m$CZ}+UL1BMxe>*gDg4r@jS#s|KPKJMhzALIT6~`yQMPZrI_*s(dcUPw2nVt7?%KnW zBDp3!(LYU@v}i)>uPZaBI-9_}vHj%L#U@O0e56V5X~r74(+BP3n!)P-tNbLd89aJr z#mZUDIO1sb^Wv*!=xMq<*G;&Cb+HB|H{$NVRDfjI7jp-7IKDDU=;&;D}G~puWLX_xq6G%mg zqdyKefjeEU@2o%*B!#{`CWcvP{Tp#(|3MaJ#1y}zJ!ypY@Vp_jzY#lP#7d&d8$lAK zT{iM)gx0ICs!tai@MVpHjKbXpsB*1*zqYjj+mmfm-C7!uv1TlR2x`D^xO|msV*|_% zeR#HWvH@ph+f7L+1tyAG4k0=dxLt<@Ann(rrS3D4im{z{0)3 z19x0Fns6hD+q8Lrg%kaqm-~q=cW~y8;9ZZW%@|CyUw018czf5cy8llTET(lOgm$sd zyR|NNTB`|9B{MQN3pe5AXU~zYITj2~>M}i3S=h*VH-BR|3p-QodrRjU5nHIx5bfLu z*OXY94eE{XYD!^j2yH;DUQ&@^Af32hx22U1 zgLA8ndMsn0*)h!G)jv9lX#(1JWf|a7$n>gV|6kwF@qJ$QgpRx?r_;Cs=;;0=VcN_~ zht@@z+rEyhDZM!@>F{A1VyyBm-3DC=k4$TOH9$ z0Yk7Xq4qijg(6zRAKC8$u_PkzOQ}cPpYiyIx9ahg^@$=EQI8^;aG|(GJ)Rg!#6PvF zN1>~1+o?`6Nb!*+U$V&HPe0&bzJ|R%HAy`;U5hiL>hb z!2c%IIZ2`h?^X;C{cfuUbN@}<=N#2YIituuQBZ{g0zsX>k5s{9_xGz+C#taj{&q>v z@Jcl4Jv{2CP>JDY@<083mDuXb$Q>K5088dX=Q@=NB;;^K2St}7^uW@Bc4QgeP6rn` z>@J0r?$Z3NgC*#k?r-O=DTZKe8);6w82pjjy_bJ0g5+DVt{ogj;5ziFVxGGY`u6v= z99;_Fe^GPYxkvfCHCN-%!CXi^H)QQSk_)%P+@i~(auEG| zR7WZz2g0{0ZYt}uA*0Oqr*~~OOr~EYwyw-Z^9sSPYsa&Y;wF7aKb(ZQJonA^{F#sx zkQ(IPn}yn>+fiYkvS5Ch*X{qs^N?#T_F`)#|94WUQEJIlJFI$33xy|$;?6m#JwL^7Z)dB zYlPO(Wycbc8T0MTT51C9-3`R&5a$FEv`AApW!h1~PdkIQyT2)jRQXLkppb@*Bx_CU*BN-dzlQ#MAp>{9i!bgM%|vI3u;|QqCa_bg#VjHd zKhAK<-dsvY{hGI$b)Pd~n^Lt~_W=p7qj^U8K4oI*kH!_ld=faz3YG;HWMSK5KGV^_ zEbMhW8POh_1wLcDuqmHxy!x^7sbx<#ZsSA5gWzmb1bv7g9nD7RnE2uc_FURk)IQ<+ zl*{JBz?k(+KHPQRI|r^RK=0N*uBtx;5X&>&eZ8&_ztd@PLs3O|BI0Z~y0aJ|r_Cjg zClq7P;g-4|{v{|=-8<8|y%e5C6M1z(rO;NG7};%Fh8ukQX|o5)!K>IeaIw7{C%|_> z#IOPn%`X3S^RIxp!>dJ~vI_M5`?k@buo6qZvvuurs_>uG@axLuH6V5HuOvCuqA&Rm zKi}0lIJ))zzNJuy)uIa)*Upg9y5`G{M-F7ztbeQ)e2a{OiPi~RJoO;UHf}2DuEzzP zrMAlPdfXb9G7ER7z{g+T@<9XzJ2-Zha&uE5{?Y2y)=>64c&bt8tqv8soeA@N*Qw|g z)9Nvfq@qY^ucd|>4Od3?ZeN*BgYeAmg}oAVSV&!t4}ML@nc$(W@9P<`GyXfB~{7_h95{VY1p!1JlqI~P5e=vqA5aForF^=GZVDyBC; z%`ozNlsud7u^AEkag9(Ni++^r--tao?6wZNH{$-TogcSfW&50)H#-H|C@(#9^CAlswZDN7DZLPl(`@GML?XhC6Y!0UF*AUQdgogDik<$eY z5Hwfmei6d7X?F%`^?hDs?uXMHs z27FgpI?DEW;c_vJY|i=L8jA0rFfjWgop#_616w1J_^E~gDe7#x9l=1?=1o~Ae3=Ln z(!B!}CWf}sgJw@N!7H-0%)Xb26}x%|(@!@*QkcIap25WZciZ~=>zFusx!OwkWCMmu ze*f5I$^^+WkN4IWCd}TSHMVeRfJFP)x?xHKG_RkQwQg>Jp)|Eo-l7rwb|Otev5lx^ zD81Yi(Fp(9!T|4sjffDJwJ&4)&o4veUB53hKuYPd7=J$#QJi-q#vGWK{`J6#!@q2iUhyW){W3hWB9jh8o2P~x=CuJRlOB9-fHa((LY#ZT^pmVL&tR7ijhsgEu`*IeVxIamKHzEk0F( z)n2!5zNG?E63aSd>?=UIPmS*?D~Fe=_lxhNWf*?fCV#!96ek<+uyRsLz*VN(!b&ee zN==J)X9hc;^&Y^}YK13o)D+tbQr75HD_QhM#&N1jNUFWXKjE z{>-P`=3DvDAU#(V=*~m8QOz}uY_?CRFnaf|E*p_`GhWP^%6jYFZ}hw~-=(GVO`7hLZajU@lzi;H&AkPunx^?EE424|ya z3f^p<$q*r@R6pD8jPhTVVs@DkMb z{gU@SehHHg%d_wJ!|+0V)yY%fnEJ}+c%2hLdv2uOE!#y{`|aB)cEN;j=!;%P zvvDB!TLmatl|RdWSD&{s<4bJ@dp0UcZMIzInoJ zZr}{V*A24i^?aWb?4Y&PZcI?X6&$1sVdsWjksq-qr>rjsDJ+vQU+Wt%uskE_VjKcX z5q<5j@1YpraZ6`?3&Grv&%E!p1);i&aL`P>f!>}bz2>f4koNs;^SN;nsXHpnOolY?<9)}{SbW9+vI1*o;wcDuqMnV2_?<29jaagY8(W&}87Tlk*16QZS z!ZPI1jQKea_i!(ZEq4@g>|$9yi7rEpU!k}Nh-SdwsbW7%|H}4siDM% zgp2zxUGe44hGKb*T}gfxD#TV@)1J&mSMAE%1KaZ8XEk3Evo#OSHiqIME&2HGaN*+O zy?pHJ?SArz?Pu~X>Ui4N6{2U=?RwL$LToPZ%^OZCfaLA?98wO8qh@@YK2|`B;JNc@xDsuN2dAqpRKv`1k^69G6^1pK z6TkSX(V{)-u={Hj4ryj?X6097X;#?q{%|#dSJYl@`&k3sRIYEcj&+cGRdKudW*t2C z&&z7blks=9db8bWGCK5X-30g5!+Lqusxv>xNcyr@_u`3qOi?#|DQD*_z1iy>yMEPU zulCvP4!IOu?9D2^!AnI~?5dm+Ju3D&^Ju$dQ(@oJv+Zsh6^TDNq(TnTV3W3KtRa>L z$t3qG7hf8xa?^hVc(HjS|MADv5)HKx^QWAX=-`yG!TaxYwCpvZn4M?mQRVfQ)<-jN zfYg4~pUvlIk-J2Ht1ftH*t_u2@v zRqussG&C4_?ia|RVT-D}xjviI-v@MFZ6gC(_YxRXo|(%Unj~res-r@L_w4ZvSybG~Dw|PY&qMMJlfbcd3L!&!KXl)!olZhtUQwd|_L;N{0n z;fwXi{3!myz`LI9Lz*?Hm+GPV>?wR!hdyNe;tU9$1`sG>#*g`*i-&>wb1q7bNb=KYLIS{ zId-3@hTqU&xFW3zD(}xl1Ye<*06Wb@W34HGosX$AX zpdRmR89ELddn>7y;rMeoak^J20>96%sSz*5ecm{gy5Gh4MU6BmE-VJ`a3dp!QjFB8 zajpLI#nAD~upP@SLU!t5XWGdkG=>=qrArrr(>rnHqbCI@zSOiQvnC(8hCjH%2lKG+ zc~_OorCglMJ(&EqJO}!#7nHWpbD;3_f@Vxh4qnJPT^?V`hE$^7xxW9{Ip0A2ZViQm zzGcr3AD_vD*ZYYzN^_Zr@M(L}UYd@S#uhn=(KMJDx}-|lq@w3u#lsMXRP1@79Af2` ziibTp^E31mWM6IgwzQOtVeL`1_^>2&zqs*{!JmkW|Evof4#k6f{z|Imr5GrG-l{nl z5s8lIgvI?T5jbKZ^k$!R1WuR>*oyIlqcD5;;1~5!Y|DJ2*FVJO#jEZ;wUNQFRF_?L z#K{kfA1H~_l>Z=``z@qrE0>dt+pHZWMVLHE-&8@zc&RK0ewfvk*G->yqG(E6kN zyymSr3^?W=n5Ub=dT3WqpVBEh- zWnrpmr#TUnqHK5fgv%YjS2i2+M{CjUsG*SAVUGoTJO{#*35SgwHl~M26 z<24MPO(aYdeN9UTl8B}F>VUKNQV8Gc?)dd8l`!$9i=I+WBMx^b2)q4GA_7+Te<$0g z5ufFM9uRU*BYub4u$Y6%#3{p;a7EcfV)wSOlLs9ViLtKCiOcs>2%dby=5;^PiIJbD z*S0rj5Tv5sH5x`)gihC0-+_i~VyIDZj8ij*kmur>mp+<9;GYwuZNl(L9N z_ou^rN-~J!5nLZ^pQI7pnYKNDn5hJ-mUg};Gl>`rw|MVPBoN<^csmYCClJkUL7cbL z;|SgO3m9}wAo^r(Z^#vjBYv*Qw7RDnNi4qf8U9coM$i+M&wOnUC77YMiqA@dh;u95 zp8mQNMEKQglX)THNlRxiKf7X0cK~LpZ~GiK3__5gvF<0{5VY-y-<`BJ6jLR7 zWz7Az(O2^-ZuopOzI;(K|8g)M600Qyct#VzwR12$Jvb4f`5j&d)045#k+w|uWD2;1 zQaLF%(r|aL-*wWe3|!F&%Gq6!iNd8@kNR!15IEgd5#*N*6<5up)-^d8eymewrjd&; zPd9r%SIdW+mFeipzxmKfiJf_(R*10ZoWe@cBIuj`{Z~^_1VYoq|7A%r{8-~1c0}zDwV)39)}-Y&m&lmjCg>h-M27xa%c7JqGFHv(C>-u5 zquiuM^`b{T(&mL`!tCo|zxnT*sHA#m$}IinxKodMj!P^xBMJ@}t@|7?P65~4oQDY8 zCy_)EEq8y5wj%H*vL;OTqyyCXyxPdWtld z2zHXXJGY66+11-z4yrTpC@}RQO_d47MxPQ7Dg)2N{up#sGO+jj`N)@wOl)3pdd}F5 ziHoO}C-xRHaa~O6kg78iAu);XCS;kIBsCkr>I%=L#4;S0h z0R^MNGrUdMkSF`aE~g2Dd)})OoxtePQQdYMI1n(_4AN`K*+X3QNsVmYPI zj60X?OR{vE5tZB58adUBT_?@&KN4dgkC}D+><LroZXoN?sG%u)sx zsX1#T$THBUeq6~xhk>Kf4(V)eKaFfO^*M5_8OvzqQxeY2(4KM``{3FHlS;AaXZ3WP zx_QJi_BtKQcmqph${I1@m*=&rw-KKN7M;+KX~evO8gr3|M)b$7wY>MY0c#t4CZakU zkRjhjgi0Dfv2Ck5eXky=dI2$U+w0*hAFW3g)Z^%VU*#n?X}G!jyJl+x4O#&`&l=y- zpcp^NlWjqRY&FjrwSRTE5@EL?b*c_O3JRj%IoILm^hf`9J+;93IN!hXYcZ66JbLT< z8m#hAU%W)67C*;Yog&WFqDzfpvUsirpFMcY(pfby8DdT1Vhv8Jywy>gt%lum7;T*f0g0oVu-HYOf`Q)L6az(XZ9KeyWcMO zo~K7asNK?Le@hDfBwJ8_L>58k-0L4PSBfyV(r7w#V-apHn7Ji6U4YkLk4`O0ECByA zM#c$FK1wPSY3UC6P-Gs;+W0FE2I+IrYyaipk9>PSOCt|K1N=evALrtWz`-(oQ*n6P6jDw;!)TyL!VO_I5!p0bHpzL3hDm7Vxbv$HDxu~-;@sC zVaY|WkC2tEd!Q?n{PkPUzy~SIO8J{#4_#P%=!Ne3sy zwRw{tlK8&g6>>QR>)}@AqN#m&pS;|ExXKW@8c%q`BJ7BqB$a0bZbaEWD9hi&mE;bn ziPyh5OA;u9&mLs@kmm{sn&-XzN%XDMy%M{Ei1dsW#a%Cm9Hq)BuG<_+0)%~6k6nu( z>fK^Ry24T9P5;)Z&g=*xIj`{Km*NQ0D$j1-rW8e$x)?U32u|)pOgyG|1rkw*`ts9LeH>H#mpMQ@hC->Y;whT-l|B6y0uSO=2iy50bw*_1!i@qhL z9}T=lj29S-o!pc})J>w_tW!!N8`Y-EgRdqN%k>U(@~SChVr$2rGP@yHeL<$KKuMVOo zQHbr{J(&)RC}b-0$2%+IBC_vS--D7%g(Nv*e&_oYg~XfkpHI-~0#aKmBl_q;J~^{h z>Y(pv9=TNQ@~XWpmuTKFrW|{kLrOY_B5u>O$>fmGilWjiQs(S=;;&v7VHqy-G5VNE z)Hf6)w#8#uTUvq_g8}qPjuDC)bbVHaqzpjwp-+_M8*Aj_zf^d0I(Pc6}_!iUZWh@!Z zXH_6OmQ0I#OsZ=~68oTZ_CR1b@vat=9^eZg(`hN&UW5gZM9q-Uj5p`V1uxe177>5a z9hX=Vcknc^o4Z-PxY&)1I88gMc^@Mj+di3dZ#I*Td4uL3AZVyuZ@+9fhW6}Hd6pD~sIZn=&%9_1YY$j@Xvbr5XZaeP zAMx0EFFUN9m55?nwM!;Xk|E1mvZr7m75DANll>p0g7^Cc55}GwU|3~{lvbzV`1@6> zCp^X+OD8AqQ?XN^UFba}XClCiX)v7t0%8 zEa~2w2l`s$ao)H*^aQabcjV{8^ihCv_jEq)y8gYmL#Pn0F*VaehYK<9fKKZpp(052 zW;d*`ErM&V{;nmriXilzliTW51oh3V+O01rXg3`g*?p=Qp|zXKZ>p4Hk&WiZaI;eU zp4Hphm|ljoP2Jn&!^;tx+%}e;QVzjJHgOHEz=!a3=iJkkkRr6r!L3$OyQ~fp)rOak7uCU< zBCB1YPJ@o)21D(OH27NIGv(b)!`CtqNec!IKfenHZ#!BKSEcBc=Q#CPkstdr&5r9M z_%|Qz3~a#1_*XftT)*+0-c#}DOe6PQOt5(>LdWI0uq9o5bo~4&bs>H`9bW}_+$D_Y zptGGWl?gQAsp8th9qCOl?3ny1xTP7E>5q3RI5cB?$p^(Rd<+aCu1r{)f$keQ9F7MA zd~S1cB_|lLPiH47a(!MOZduhHWWYh6XD>vU@KzlUinUmO*dpl9=LDpG?5i^UVRC#zX_ww7nBe+3JVhxe9HMp;;O zeRkW04Qy-?4R2K`X5&-6QOD_FHu~-TlkiSGQw*Hm+GYMtmx=PQzuBw#xOoBh{#(41i3y#KvU@KX;I|6o zmvUm@pLf=Sbz{vKh_JtO{%kW$b0~k*yqm##d(LU}TN6Hs-F+^#xfymQdtF1-o6(oj z#q>Pgj9S0i`LZL;(1`E2dgOgG&iwfsI=hI0Yquwl6%RDy*6FwF`wlR$;l(ap%ashQ zH1@ea#my0Ft`lp5?{Mof)F(yR%0!%q;__XYEEI^E=no!YLGWLe>ZT{$d@{s;#W0pT zpR#`J%?>8~B7-w^*bE4Y+!qq$?qB4Kzn0TMCayT_wV!Tcg1ric zW6MnGg5^vY73pjc^J3tlUi%?eZoes2{kdqsXokt1lbfzda&yU$n1Kv`GyEt8%y-;; zvT1y;lb%%*1iqb^n{lB-%m(*(BS0~J*Z}oFE!U~G+)glHbgWqV>!s6^7-TMD(5#4xPC)}|H!6MUkgR5&`{rjv@-mPlvt5mPh zU097(T_=WLh*slU%Ck8q6DqtuP0qO}P%&;dZTDks6&Tc}!=65sFz*{!=6<0Zyz39k z8?Gxy(htqbj@B|9{WvAA*--|k+CeY#nNmn+RZMns`AdKK5qB#B67aRKur{l=4Fa7GG>8QA_ zIRE&vbZ$R9|ECn2hAeu8ic;H6>^fxZZ1DF6=Az#G_~UyW!lGUo)aq0SQjg_jeM*6T zgrI-7OETUcthRo^WhBdY(%Ur|r)Zli_}!C{;kQbP-y<0dc!XpmDwANIX}4ICmV~(u zuOSJKD`4@3Umlo?g`oRe`4cx{P`XN3(ON4K?>0;io!S?P{of8fGoKE}qny`F0pSQ- zx3o~Hs1Cyw>%xAmhhaECj76qDT*Ty=;sCGhKIncoI7kaUi)&*m)mC%%L;7jCIBa)7 zIxwl+?bQKr=;vkj^BaL@eL?J8uo0vmuiW`InQ7O4?fQk^Ck+N?hAJ)b9wf+%1L8ya#mU)&-aKoxmFOk;itbhsny33 z+BI*YT)yydOqn;iaQFP=;$lDIUlAGlk>f{7R!N1o_WBVoU#Zo(-~5Q?Wx=86NID#60n-e< zsUV_TBJ3GU2_<({XU?yZ2q!v8auWyQqDh1My@k^=vE%@yJm*nY95K*sT&8bug#@3NGBJhAlYU-vY^pq}PU-knaGYNqL17vvC4vnh`U zcG=`&+{pOQJ+9B4=$hOzl0_sWk9vzf%pf}l?!9q;l}RKF2}zwnW#}h9(vh+%<(TF3oZ8Tblz1;m>(6|Z|p85{%zVVuPsZ7Mw-pxeH|r) zl6%?hdt3>5?e2Z_erPdi?Gs_w22#j&b6+{J<|1P2GGcqwsE8B~xnIn(FCv9&v)5H; z7LsfOk25K63P?+I43+6rKy(!icE8Bx<`wpXADYtnB>R%e1(A_FB4JirsZ*Utx;s}S zWpU4al%q5MUqdcQeN#o|y)k=zS#C>(zd~zj%Oe@5l=@|?mg;L+r zHk4i<5sQ4{vS&ky?!eS})n0EB6|m|LY<-D@NR&F`!6|aA`}UiNJZ>& z5;ZdJior@z8KK1!@vzlqMy#k$K**=m!3}*^u|fNv$eGQ_s2qtt#yp;k2ORZ{;U%e% z+M`>w>_{54=kiN4jBjDRow8`LS~_wRTHZ{p$w1+udz4qAnP6O;#~ZgO3n4=ug35x~ zkmpU<6@XkcM9zesYtO~o*Gf5^ZTZ+d@nO@ImwAY){x~uuSAd(|IeryQ1<+sfpmy1} z0(_<=z1=ufh-1Nlt{Iv|h`8L+C#FZil6|&8d}hTcOHA2*@>Ve_f_#oF_*@L&e ze5D9opctGzR|0>VKQX-DOYkAe+Ist!68x8aoALW&39R$gam=U`(OW;1-{vWU__X@$ zb9Naz%66X%4=%@8@WK5*UzI~nUVl@`({ennbBtNqRgNW2PhUM#sKBhLPPMyC1wQ={ zOs5)FqRRfo%VoNi__Xc*uH?g2$XFrg;k&mA3DcWBqLxsRH>;qe_kfD3bxkI_MXDi6 zm2nvotcL$1hZA}8snV+CdteHf@m;u%W@0l_U9T9}V;0UQv2&O+!Ar&im&c8m9fNtkzi4 zKworx!qA+CTK^Nz_(Hhr58BI=exRYo_LpyrL_Iom#p>+L>k*}}&F+(FJy?asGsZjX zq10)xj9poe&5}us(6V~G={NQpqSSMJZJ)1>Q3Dix-&s2PHbCy<^J7bk8gPJO=eK%M zBg{lrUI<>$h>jO$7k6)NgoTS|(i6uh0@W}Wa_%P zkdD7kUCd)On=qo2EuMavn{S3uQS-hDp27QB-g8YzRe$|<^@?V+mz+@kkk^bM+P7>! zRR+u{yLC-17|4E`xoc(x6GHy|AJg@isJ8v?De#gB`WU-tejp24Pxkmwidis9P+yyq z!$K1uz1#d23xQ_KFRn>t!67-^yy7a?-`d zD+xr-CZ72uP7pJf`|`>jf~Nro54%JYJpArgC2dL&5!_O~%7nlqcB_n2Fu@92#>BxX z0&LjcuO-Gok1Ku4r%fCf*T%i3dvZ`KkTTHe!Hul^gm;}92fmM%*P5wv;Jtcyi=PSy zFEwbF@|C$d_hos88wYNeYUb`lakc-Y!Rbg291h-CD8*%voW_A|5gbrsW&JI}Inb~f z*H=v0dW0v;}{5sz3DI-2%_h zChDYV3ql^J)l~0l!M-X3Z&jBT825CST03(!p&I`)Zh^qMRY~ex=E!%&o-*Q&KO5>c zKi+~Mt;1PChAsHvQR4KTuLaL|8^xLbwZQVB<>|Rm4n&{0k4|-QKs&ZHYNtO3$}xQ% zTMu&}&ME45UdMq~jBcXJdJekwUCn+W$ibH*hYlWoP4K>Z$zAF@0&(|;$nzk0Ap58A zz-EG;@k@cxKiMeyrKp`8$;R*SUGr4U*oY3;T~x=_R-dUhwp_YVO4qhVuwm;t|L~Dr zY-HrekA7UlM*JPl`L=~@%xx!r54e4hX(sthe0KL?a*hsc{{FdhuXmxW2Xb#;g_Gs$V_SnHEpHfo9T8$J4=@~ z9=eTx46Cx~sM{zxG#;audK*?T;v*VUw_&X+a`uPN9Z09e4u`1TL5xH7`~50+a9mZw zB*f(h0cM#doUR9od8#=vdcTRD?yI4Z`#Ei^sgf8b% z?B~0UIrWFPb4J^-Y|rdsxruf>|7f(nq^ccKiG7S;HSNg1pmAcByH7_6%^34@?btad zAGX`O9s6EwIaZ|FjxWRRE%Vjd@xA@CgdX?2YkQ8oa_5rYrE`87motTu*`woaaJAs{ z7M8TZxc`xbM@$>eiRp@a%eJ9D?su26TN@@F))uUBZ$q~n-)bxQHXNRMQEC5Q8$O9I z{<~P94e@cZKl~}JD0cO3ejn3{+?7Ih@45A9x^BAeg;FcXtJfD@)LW7C^79s3u~tm* zra1(xYK2|&@Ym7>tx&q@Cp^Qgdxy=M14ZdA*fU?fW36Hfjy6pg#sB6&^R?C7{X`B< z9`5YD>&(H0`~0~aJr2xUOy2#~;$V2&-r6nP|I`A-=aL~yIT(8X=+Nc&1gVd1uM{XI zSjScpyg0+g&Z+&|4+^vKuBQG)#Yq;rt<=nU^jMG(?#MP1VnKi2Hmz-WOazKAvqA|I zjmh0k8nX=iDQ$@HAq<>5aj9=%C<707ubL9!VIZ|v*HLCh$!9t^Z#Ja{+S0-NsO_AkOoz<{&es$kIwo%yJxb1K#ILo|dZUHh zcP4acYrcOY^!`)0nB2>KuYM{VSXb46o{*4ewdMxUY^@nONe!4>bKFbmPd$b|jjUhf zS&#N7qu;WNX|T48!65ftO}qE|$;|IM7`lh4hV<6qaZ|eI7OOf$`|tbZs8WZgkAp(A zPzR0OAsL5iYVjxWvtRY)T0D)|7BDzlg9}tKJxh-os77CT@3Nx?S9dmyO^ekaBjT~q zNO(0I&xTyrkEzD|$66|em#eW-(hgOJs&VQP--h0CDtb&MbuDG6@S&${nQvQ#U$qOq zmQGZH<+^Z39G7JTvFH-{+ol-gCb1?G{S&ZGM%3#K&^FQ=%F0 zU$t)cIVKA+{&am`eHIMegpUT?NypYxt~zwdbc8JxE*dFG!%4->H!RB1AYL{te7`&m z63_d*u1qiyujeOh6vc%045L|8jfrjh?tF2(!a!Pm>8^bwWyT8IS{E{4fBrzY5y?`4 zp95J77?|x74V(~VAY|C^&4L$F@>o1tlP%_)2WoAUiPcJsSI7o%Qw!LF&02Pbw z3v8?9QShZNbR@Kb0;!8retw-)JWgD-!|)vybxq+P7rv&V!8mXslLg07^U}}s7r!`$f2QQW{Ggoct74_k%+Qq z`qCcM1h`In^6Iw5O+v zIoR6d=KT~Js+>JrJy=t~r($1Hs{EK4Ciqq9ba3i>gf^_UY5+g!%a)W%$266bWCPrQ0^X z&-8)x2Pd7&MP3-4J12S3;7x=#1y!47 z4mx9N=4lMw4teJ!mJtL_tW&hMS47H4vS{ACBe1L;V#i-_rq42;jZ2n+jvLY}=&5HRwa8=dcj zbM4t1&xAW+RfCbtNC3&@tH(}?*+M`l>(2Ze0))@D55;@8>J!4l#OSEABat90I{fO8 zJ0VrEw{-6=FJj9}g9sZPZz9IkIOIIvn|Lxqp-3*dN8~Epic1g=BqqlHuJxO~PiXR5 z63wbZ2vO_O|Ay~{6aU85y^ZHZ5ch^W!)>A?2xrJ0lHV0U$TZxae?lXIcx||0ufKOB zQJPUX`r=6>(H!Jkz~MY4rr0Tw{h3jO*p$w|RohsC7&p^vw2mR(y8pZpaXF62nkQa% zsy2@3s&`y3Eg44y3JGl%XT=gN=LS0BCliR2xccsQ=E;OIKXT!Zi4?;9U)8jYE`_j( z8Z?R(rx5<4x~_o+6rxO6w@yWhN(6UD|Gr*ICA3?rl^oX5h$7Jd?!^`wk(CosQW2I) zT$s0?_126|O#IbrudiehY{gsa2bZT2hyFhI7A{I77}MkVZ!^*fH*?pP3m?)6hXyO< z?I|omDsgyp%z{O{uFU(DlgJ{>A$wE|mcm_-cL zMYW1&v53yR6QUMZSj1Wv(cb|cEFz9`EGzI&I^nk}?DsLxbV57$uFd!2G(yL*Z0PGG zlUP_C8(DUTNvwP&eMRIyCgF>WeyczRF(vBm?;*?})=ZnWB`;?XysuMEhdSs)aBZDz zKvOC)6nMfb>2WG?C2B0v$CpOvELhpZ45JbC>WfwziPDH`i6-M0UQh`g+TeSsC@PUv zC%j0xl|qPX4diR~QHVPRWiNM6ll3eRqpHZJ5P@?GbnX}?5#PqEH>a5<5VABi^`0Mb z#PxcIdGnOXzE$iH)^>>{Mo-8_N3mlF`}wg~zrK$m^e5AMUnoTp1wVEM)bXAWyZ_F! zjrNHke%W`4G>eB5>(4KlD{L4_%#W0$hd#MaY~T9o{drmtVI^zjT{7)Ytj-kEQaM3Xb^IzGf(Tts4Ypzj!$7-oVSZ-&j{q_`oMbjPSh`i2A@! zivwx*QF2C7$T>6=6_fLCFQYz!#D;r??8A>?e%@Wos5cx}d@INHDm;NT^QUe?z!LpxyKs6pz-*60Nad8mvvq&y0u0RLFouU_4+j ze7M6Y5k!_#diK{u>=ZqbyRIo2?Q*BRulb~as$QyPvW9~BTaw;H8##CI^ zIo2`zh>B+)2F7b!sn8ae?scf9!8B%fZ$wEdBqcXoGnq}rugPk6YAhOn8|U-BT)OLM1d$N|c)hOG<;5Y;`&W6fN$ZU(SMl z&%N@8!YmX$oZc^TiUsaKX540>44jVtBLCDp14$J>P2L^JfJ>Z;SxZs|obGFiEirxu z<(~>$_D{-;NpKiaD9^@j7d#y*?ZK*v5TpR%Jt1qv~tZ(rnZ{*~w8`n2ko2EMnvQ zYzTVIOi^sJF@@;Y8dlk8IqmoT2qzmcYmHsE<&M z=Ac<);{M8t9Q4(0Zjda?!46O3-t{FpaEYN0R(#39P?Qa2F((JcuG5-PpK`E&{j`AW z(p*qS=29YEaxrml&_*{Q7b}h!FZ}sD7Xiz9mOQG>MeKz{BbQBiNQrXm8 ziF6*^Y-N=V%X1-ak?@*QANz14|2W=lBDQ2TKZZB>j0~lrG7R5Um3X3voqc?s*ICLhPCm z-YzOqh)4yq3KJ>^so(wj^HMn2vbOJ(%G^S9vg(8%3zG3OCO?u@3n6IPJ!g7*A$ICe z6<0eHBJK8@iVJpykV)zh3ac)JUTwSNtaTxR$~_feMLzFp`O1h}h`VzC?Fk(##Ee!{ z=d+PQOu59bEB;=HE;R$4dZ{Apo_VK!U$O`lQG@D&Yl^U>)xcIxq6m@-M^AncFM{Hw zn=-puMbJC`BUEH>F+Q6HBjRc?gs$DYp?RqoCkjlW+Tx3Gu-i}GG5 z!R&|?HK4Byz0K6m!7Iu^@s`!D5G%*BJK1L>Uzed~f4}1+p>hmdzTWmhy&T>loQBzi zabwgTun*K9Ue{WIhp{u`C7J|oo)3_muS%ee=hnKi1K0AV0hZHg@-R2ILz}ecrd8B)a2F7 z!=Ph!7tQnWYUw8~6~+&OJJxq{orZC*-90a33!4*szC>nN!zy9o)^w zk-1*>?pl2KF6dOG?&5=MmZ6a0%7=Z%_0;#*_)r-be6WyYXS`an_EkQl{l4lx-N}d9 z*!EL3YJ8ZU39$L2%7@&8C+hMf`zS~G7CXpuU!A;af00k>@_ED4`+QtV-`!Fj$cI(c z&$1uq_)y$7uW@q#AJ2U?8qEFq2=D0*4>-%m$B)is949`yztxX@apYswWBqfhN#=DF z4jTKAd6*jN_}=AXbjV_F;T=BmkGC`q+48aQ`!-Kmk`IE0r~NkZvF1=-*uZ=~lv8V0 zPs#F8r})z+nsWvCXuFx{%~t zX00rvkL=H)R?Qq14>og0PbiQy?z@+jo6f_fT9uPWNP1rSy83S#4}G(5S15<^&=&D} zRqz!aGCpmT2q&rDPF1Q?=V4ZMLFqA4PZbSRqg0YdsI-7tk~RSmD=kR9#p`m#m20`M z-`(q_oxw#9FOR+F5f|C(YUuLjTqM*8ZyG}6P>Si%qP{qD6 z406c1lBqOk`NV~_@mJ|&avluN+R4f-C3OH;K&QWac7vjlKB;%j#`Wttn+ z^Wf&JO{?Ug%k7DtdM6L7zKr#lY$N;jyCM3I5~-In3zPd6@Np%n*>0I0sk2onMLwQ< zeCWI!B$CI+%`xTryevLm9mv`Fmc>VVkMtMOk9=GntC@TGJ=y0;1B0X`l{g)&8OqvM ziQg^Bv%Hg)@c-Cf=0UH-Rn4{wf0tIlCU^NM!MjyhS(dJux3dbe;(yC>{Hw4pBs6`L zU4{0>)SH{0SHXk(c)G8%3KQpThQjiz;L|FQ|3$AFeY$6?7}3>u@~G4KVP-Xgoga>N z3D!XDNB>w}M>R5b8_k;?tA=3rjj2OJ)o8rZc1wR>4b&}{-Q`nBg8rQ~UwW+u#(!?@vpi9Q@Rt4by{Bu?X?0iTfItnr z^xU^M_E#e){myU2uxcck+E@x*t46z7c2uH!HCR{cKDk*`!)oG_q>N=Xx^B!m1zA@k zaL|3`#)fJ?oaLoGg@vJ z^#>1m^JaR#^LY^X+qC>=1P``%vfiAx=fQWgmWTRwa?dL6HmTAi=lRBC=V|tPs1m zoa$en%R$1o#Zu?KaFFi&tt4!Kg9ip;#V%|PjFKGsdr2QCteRMtkFBVrKTUNcX%8Ex1@{P1h1uX7 zsOZ+(#fIvx)5je&*fFqSQZ`onRe-=>OKsXn)+w#-t`0B24g)SX*ros{1!Zq_C>5Z&YDm05u>jiP zmn?NG3t;6@yE)@j0i>GF(4;~N(B1c8smI0wD8}}&8;=*jcr4=W@?!-^e3}!y)3gBP zl7Zj1+$+GWbc>PJuJ!eGaEPgL26gtvvF2K+{MP3gZt(DIOiW6 zyy02uzw0YR-%hsh6M7MPIsMUS1l_+m?e+8d1(m@*KIR?w4?+np?j4! zzbghuzi;cr8`3|Q9i)8KEC%b*=x4R~B0OtvI(dp@G0!2BH@6svmc9JZpHPJBESVKZ zDgrOo!yx-&5i~tTmp$1<`u5Q&`){ubamY1b~U@WLbMQ%cO7zHv$zlePBzo3 zT^ua0F{jPz<)DkPj}b!ZH8tUG-_TJGzT|cc_1=#D7_54Uw0h|{Gq<$nBsnfZd?O1>nuT~Bz2o%8R7>DudUp`K&scW2S z%Ex5*+6}XD`MA@rb-1E2AL7~qQH>{&fWgqw1pdh-2X zLURt9qz|9-6UasG%#oJMb8?aA``heFYYr4Q|BJAs|#a>0anQWhGPCMa0n&P3znY4ZWCEJzzg|JSOSg&esz z3OCiWkozKO_@R3y&MFP}S})7Qd(~;Wa?UesYjm<)K9T{27cWlDXFbD9TCi91KnB|V zF5gV)&w$3-q(p{a2DbirsA-Y-48{WHkM2!A!wUImnZ41^(Cinx=zb(gj;iR^whYY4 z)TC9qWgup^x!fl<3rUX3va2{O{2AI9K4`&$+CYT_WhNbYhlABdX47#*%f(7QBn_Ts zYdJx!Ow{~IF6q3^#LYm3jYj$N@AIH-n^lfmLNlz-cYH}teV{~k^!M@p^>^1A@6d5EBdPZN8#*RlEZh>>Mh6T- z>fgB2abWqe`}`(4%7Ux5n$**Avc$5rrjvoVqPtt{-Z8McUBr4>I1|epb!Q8^JD4I6LRkR`GbyJ^G{#Ig_sD-=s)*XkcqO2 z=@ZYW3?vvvieE`);GcNdo$6jXmi3rYf5b2#qvdk&U?&}Usr?rhzN2Gy!Bx>cj~IA; zNzHKn0VawbnW(e-8Awqtk$em$%CA!__I5KcD(roK0hy=TDxpsUUJSJSG8HMjNuIYn zW<;Wl4u?xjRVOR*yyWZ~Og0@My<@SXC+Jv`s<&->Hd!~XGatq?=tvIR6Izs_!_!}CGDnaP?|c&|7lDPl`Q%dw+Tn$|Q(C5rEwWz*ndlKZ@IaVpZp z66#f@>5!TJu{V>O3h~jAB9HP^B)w>qnkSfw>un+z>t|^=9=~S!h#n1_8{GN%x-{tO zSqJTmrNLKf{O=wu8lq|@{3;@7VC~`$IDMs|hHj8*pOT6o{m!tGYuac?>!mk^w9?RI>$1nVnFian8}*ko(D3NC zbM)Xv8ayjp!)fPe*t287ICwNnt!Oh0d6|mSXU?V9D$()!NA038c{-=l1tI&N`fs|Dg0~W0dcocl2n){M>|aO0x#JV|_t#MHdT)=h zlPd)RM{<M8L1(_g$XnMMZT>sba$oDh>#&nkzA%f`W3<>)roR5FVQJ zbYo94j&8TSk@GGYpTD^qAJPlag;V~P1Y4l&2Mw4P?67Q z_e!BaopRhpH<5y?UnsdnIuuw?hMT>2QxNgo^3>`NDe$x~7oM||0+R{K1(637bTq{O zEeobVrp3YdqBa%k!xv6W@1nv!_5D7@2r2?)UZg+sqTqY0g|<>534?buf%8cIV#k74ka9vZxBhn<4o(U5$Is4P}a#f~?%hiDs9(I`45 z>p{+&y@1t@wE=V#r&<*TMKa*4;_l(kV4_Rc+vnCS6OKzV$L>#(zqedD<3CRF&8|Db zKbR0|oyp@5lks8GM^+D*I9ca#K_-NWf(L;`QvGDSM$bm1mx(tCu1a5g$bF`!a9Ezt z!19CdI<|N*A$IE2!;9ozWZxBD=T^+Xj_1y6WTxqm@|$rBBKL)l^wRgjISd>=@142! zC<76F&Fdr684$KEsJCD+aG}?}Qo9CNMzFxBij3n}MpXNhd2! z2BNpTcdw3MK*Z@8$Ko&(;l|Hucaiy>e{s8ijLO8-oCbj0aA*|%Mog>!GWZ+-b63qJE6i9SwA$BFyS3x6i0V|(~g z?aqmGd{%gPe8CA8`j68^TTEG)`Fsnf7a@aC;b<~hXd&B7UZjvT^#?qmKGXAU8;=~$rRQWnwnZ591WQWo)nE&7<+XeMD3 zW54`(S0-^{tl7fDHiP)3-cR+G%p|%^RF*xwGl?;s^jKNXOoFduX;-mmCQ)*$_xRVX znZ#`K$gX_z48rF5>(`1aG6*@1L*~z)q!WLOB%Sk9(}@_5!`jYC=|q0!;xo1Qbi!U= zTkO(&I$^irdxz+3I?>dcaC>Yjo%p_~U+{ErI-z+#K5%7VIc=a@Ja>6FQCezIb0xC#ZtdrehbL5L(=unt~`#h*VdR86S=( zg#PO&=_Mm7vF>Mu%^D6Wk+X%}WZEW;&|W(w#A}j5q}YX@DoaQtd@Qr=>v9r_O?gkO z_m(FTnsaTG&9#ZdSM~Dg9_~aUp=P4pzaXA4Ejhqd@jH(26L$W#PAP`?>XhB7ejtVj z7FD#Q}(yV6XnH^EY_Uw_8hyKw-)51(a%KbPN6UvjURV_!1vPyLvCI^&-}c1;wVmen_}!e$_tJ^?*=ZEv6gl zexJ}9zhJ1+Z%sH=oD!b(y-M(0KDxds-;z)>xF#^MLW@v)qWJW`IXS}oLF*2`m{U-b zZVJ(Ki(QG4ya9fog65YFn35ce6YNMGv#|LPJkc#?xI(d-`2KHc>m&R;EXU1uE(CA;k9OWD7EcjPM0<6psNSb|)S4aGvg33- z!lc@(#4F;kq&PhqMUMlE8&)OWu@LalFYs)Q!-bXev({V*@OJp|ter0b>EFA#YzE_? z9K`0+>k*I0Eh^&PVhNBFmjAXy>hJ}n_gDE7ApE7`)uw?&+*~F2a4;+xSQ6j;;dUBm zid9sJSq*H3t)qXLdZMNT>-TVGf6+GfCBp8oOS!A!hN zj(GpIIurCmT|NJ^$%g)=ft@uMvmv%B;Les)*|?;qS-0g;HmW`(4?!UtOY!e7OE_eM zNnzi%Dme#U8nd;}9CNYBBJ#S^x;*IHesF%HkdNAl4g36*@*(nWcp|1VAGvO=iY=R- zqF1@-*_yt51U85k`-nZouHwPq@)P;6`X?};$(E19H6isLL%EO@I@wm4oC^URdp2+G zT#EKlJgZNjKER$?BZ^~)D9h!qz8ed;7JkEjXtNqNw zZ*yR_dU(gv?YS5!)!81qlnbdlx826#ey`H43v&At!l@ zkz4l^uP&APci$+$Udf>4h3rC@i(E5mOfG__GsOs&h~agXEWw}SQ+fAuOJK|= z&`~*Ff-~-Z?Uz54fbRmkw2fFPHhh}qTDh$h0%sF_t{p8!-`m++n|w>LCr(LDzr7Sg zlnr5HJY`_M&_LmZGTg5e9*9pZgUn}{PZ8r~*f?}Rru0)8^h7_k%ziGz-~YB5sb-X6 z-^vr?X_;m4+BWq?sI3gCwnuJ7wwK|w$y?dYon@$2O`Ob|E5pOO?-SpR%MpF_r-8L+ zIeZ6)jQpA9uy)w@aB!*|<}3ew9%(B_McnPaP_=TLPtE^WHBg2heNCE?_sVcSLhc#W zz6{f)^WE3amBBrI-@N?!GDyBqxyIpAhQ8zx?rhgGE6q}3KB zy~y^Ze}9gWbYkCgDV!w#v8<{YavoWZ7ev`lmqWn*=_R+`a+F_f{cXxq0oC;qZ!X-a zzf$ySX3np5}fp(^-);o6j=UJd@e!}}NiRpGqKou{WQ zt1+3Ys<3#q8eNpBA405Z6pYu#SFEdnll7%XskSxH-&8H(+*^aEyR$oF`)Y9g=J`YF zi#7P%>p8a4;2EJ*n!1e!*7aK(4~f!nTzAN@ zUyOzf>SfJ4;xy#kT{8cBjRu!9d(5J&X|O|In6wlP`?ha3&e}yoeM3?u$8H)dHWpKN zhtV*aBOZO?F%941-%WQe(C{@m)@kBA9Wk%}ccIIWj`3?sgLN0^xM}A2-p-kh;pRsB z14(rB3!mX~Nv4BuF<|sn3LP)_*`}`#(@|HKr)R^)!1`zH6ALRDP!D?V=)H=8ck+AJ zM|`5g|G+_p!~`A1oVw;J>li4FKYLMYF9Vr122F2e7&zxSnx<~YK)UlltDfZ78F!A2% z$_WPcJ)Ft1+FpxCPP}6sY_+(Z@1%Kyy%wJ~E_b=Lkp2zQNtqnA&^Q`%uZG3Ik>uWu z7up%%(icox>R_Op_ctrHi-BS>O_75y7`VGOVfE{72AEGR*mjgLK)j>3TShU^EBO47 zi~$4O_wQ;`V;Ly&YnWG!XTZTvBj9ZUIse^mU!2JC@oA3G?~&u%VpJ<~b%+78KgofV z5e6bGSif}|8Q`U}Wlc0Opdj)5tUo!vdwfMZC0fb(?)WEcmCFDRF}8knJ_DBuuWj$M zVZeYUUT~(6fma>J3V#$az`iX~`Q;r33>&4`LhmvlB&jU(pF9H>*>sL>Qe+_c;pSEC z-{|<^^f)tjiHNdro-@{S?`|#I=)dCEu0v1ymYcjy7_^QXZF_)_IS`CI&)U1 z(VPyBf_W_-aXS7;I@@1ir{jqC$-g6?Xy|D4WpfOm!O1S%W4#TzJ_}kkj<2IZiepRX zzW|dY<#O8aE2= z2lAI!Bb#fxKzSv(kK}$&n%7jLerLrR8Adf6`7OBIldEyPKI!3a_iC_T)DRHbS`BYM zHQNpJDxCgEYx$pZ6^M|dg{d2>uwK5-!1qTbLOFLA@1RxUm?-0aI?pP>S{4!YYN&+D z9??Ty8I_nj?s55?NF`Li6!<(Q&xfTeE9OU1Dj;@$#nAz;3iKPr=?{xk;E}*wwED^l zTvFjxZEq>Z6kD>WZ$UX0oV(;{)#W%I#4=XCR1U2l3L&d#Wf(s1BUWZw1`(@Ui?-Tj zFqJAS>~AZ@$gH``&0D3IQ!ZGi&{Bc~9z2=2T7rmM&1b(;$a}!$wbs+QB5=!SMHSPE zaK-FYX6<|-LPGbj7RL(UvA5>dx!MA#eM!&%J6iw|!+Ca!N+ERXj&F6$EksS2mLS`q zBCLMpJhURN2xXNkhF@MP!tDT!(T$6Rpr=nQ@$N2yNz^A|<^Cd!66Q-c#|v?~{YJ6E zQUOlYz4hB@k`Ebgy}s-9S&*FJlxcgDjQ+s>f-glr5bz#9CNb(q7;W9unb-=Ku;;;8v0HXMe>U2q4_Ed-%!K~VHD3&PGq7-T z^T=!YbnNEK^*v!q#lypQV-M4)xVPnhCmK&a!RF>0R}yV9!KdiGFM7NH-r8R0es3zl zw)}kECz=)5#{Xma!}<#RPx_-1ldB9KiD8wS$b6w_J>@FzLn_#B>&X^!#Xv2TR+7Q- z7!sA|!)0HDL$ABWw=y#bZ~EPBgx#oU-LuFp@T3&f&&iLu)hn>@I!i)cnhy0#lm@=N zRj5>I)^AVG!x6!x)PIl3yvUkK{P6+np%Z6mqF#V|D6A0Hlw~|*)f#uGJ zlWW3~5O45)RZV>gc39tuNzW(ac48*s+k6K0Djs;X|7#WwE$a6u+LQUy7*EXl&v|&; zs8P|Ml?QQ&@^kv7*$`UNo!ac21n&Mgagn+RXe|8P+7RS}8VNyW1>pgfPUi}bDmw@Z z{kmqn^C6BtKR~(B8xM};Z_c}-(xGSONV!PQ#E~$rgFaWXkr?tOIJGSYFKfoP{?*Jw znbNZd%{93wI6tbEoSTWAZ+ci;-aNs{knud-cNzF7v!USg?Nm5^AK7gqk`95*{w86o z)3N?f-{I7uWbgdos`ey}xUV zuu3pC*EN$*o+vzjzx($^Nh)6bPW!4?nSq%&&+QkuGSS>9_1U679nW9t{fM4=g58~| z-O9hyAT*Vz&C3@He@d;lta%u!_9Wmx3kT?pJ^JwckTdZk=HQFKodHCMd6(nk4gSQt z*0}B43;hUzRXn5-uAe;>D=(+vq==8ko&&rd|M9$(Y8lmt}TtT~=C6oaF&{U&XjBJip5^aIC> z5x8!XRn;>X217@y8>0z2jR; z>;WF1(#zMngV1YdADgHe1BapH(<3JmU~lA`ynqBK-yWbY!^or~@)Bx!daRv_@j)uq_&!BJp`n`)T1wB;NIH+j^il4$;EvC<>FY*e$ZLm*Ywtrq*U{ z^gSE}4~zC$Ip;|97K^`8Zx4s~eaRVXMkIu^XY}mSB4CzjEoa;jg~Si35r$#WSUFxV zIexMkJvAfY^FX#=;i*?G>Rtq7Jo(D(L1E4Et_TWs2xSXVFKDYdZ?R)7D?wMeLk zSnnQ_(pDy({NxR=3}vEoxpP}v2ou_DHO#WRt>9GV+Z`0l#C@NEw24PdqzjZzo*=oZ zL)mavm<3*{v}T}fD_Rd+wi~(Kit2v56!X*;IN4wRR9Vl&^7N&^gZ@lh5WLo7eu{~{ zJTBS=9VXu8HJe86YsJ8wE`C|-R+udf&7@sxg^!iB-2#(y*NhtA8J)z(92_jFCzbI+}2hE+}Ozy3}``+@uE;? zLkqU5u5Otp>u<%@-H0KX85Mp@j3i4(sU|g-iD#>fMSvDa^SU%gxhNsV!rzT4 z@2LzH=q5fk5v62256YRT4Y5$sUA>g0-iBMRW6CZbZbRY3W&KpEHUu?1kQ9t)LyuU; z(X!b#3}482VBp>k7e@&p&*XL(nD1A!uWCpCwA7rXLIBHgx$2bm9Fv zBdeoYT@W+)bn=Nq7dlpOi{;yP;mrRulG~fQaA(gOcH7Y|Y-|<%QLyJZIA!&F&hL4F z;f}@qQ)^$q;VYAv`u+lg8b%c^M&0Nca@u4l*o|79u1?N`ZaiwARLS@1#?Om+PQ$s~ zm>b!7;mmk9K9&?EdWrSmZ4i5w=7}CWQVRChz10Jj-i=PRoF2T|*X>xh)PtQZ67@<7 zy|8lq=5ed3GY-m~CeA)`pSNl&9`D0-=@peV zhJ8>_;Hh-<>O;9pX4ezBe`pxR-o3Me)KyV-S}?X54jfJBfCxeVbpTz_Pj|yj`4KKHXiCnG-Yf# zSEwJ#(J2}GHumGlb@kk5qkU+bdw5s6p6uVD$E-S~4?QZ%$Ibfi@w46j4M+RX?dtC=AlHZ1dy5OVr+XoQ6Hqu?Ro)&V{9*ZR=vQrdQN^%+2`=(wp1Q0>B4L6lhfSWp5yUN zcGa=(U8tw*PcBaFLRgn{GcUQmcKM5b%R117_@&;Z^vF&KwMu;7=hlJluE}Ln@|<3? z=LL7##twM1EmhpyrjgnrwIK-4@B^W*F0w8;mELQ7r9i95v7kBb6MQ^7dxT zKOWBty4Zw&nKJyYJDU+{;pD9r(}YARFHsfEMx=G${4RBryoW3TwQZal@OX^s;$_qT zQHt`@uCWI29_|zD6mEh=Vo^=!U;~=0D;a8!>oL0GmB#W%;J5^ji__&=YVo)9eB-g)r_r8aN6%1s_;M{4g4LB))jY$MVxM-|B09bdHwUbYu7;wXzEI>q6&5@_F9-gt zg7P<0(U|?!i1B#V@W;OzT$^+SC8-?So3RiBMGJEvn$QCqr_YyAr?7NjTbO zRbqqvhaoDX0xmqyCysn6N7TeV0k`2w7~FJ=7e7>i8OhR8e)BR|D$yS{$&^9$&&x=G z%yNY5e4gx0d+_5La8rwA^l2UzYd0V~SR*d!wtVuJ>&2j6Bx&fz>$e?tzc_zpXl z`4+-UXa@&>Wigbk296927Gu;Rr@xi02owLfKKky<$2!iF{a+>1!TtKbe8Klr%&H!8 z+CQF;VL)c?NFuZX1o!`yih)*`m8J7+0^&v5ss*Vrh;Q<1zb+aJBf;SJ=iOovJ`)wo z8xR34u|8(ymvGdl%?G8|L}NIMZP_G05|m=`$xdNEP&i%8FE<*Zo}c}&#-au4sZvJY zKUhL-#fsVPl56PxkUw_hgcmXF>6_MQ5=;#9H>%iQ4<@=d+*IcG3MRbdLRV}zutdGC z$rH(ttMFp<>FxRyg!-G0Wvn}cK(z_CS4I%RBh;=L%E!Tc(yICHDGz+C8B`d{q{8bz z<1OMER}hXyrE%^MqMN0u#r?^P5X%(~fA_|V=$4IKb$0 z$KL;XPQ*a$TUyJP*ALJgeMpLbiHyr=?X|33eh|x7Ias*w0dhYdyR~^N8ubeF2h zbV3Nbp28*T%tyrBb)7JY)*zyLz->X%A&8K>;XG}8Gl-zvJO1RneGp+6;MbGlL2Ak{ zU8cp2pd7IlJY!-)h;iN7@lVi$@bcWd!&mAmL6K^mY}t05ps-{r_cge}%b2=lde8xC z9ILme_I%g#ANgR6$#X=3_)#XD=sk`>dqkK5DNE|;| zodKinHpvNzR0va0PLTjMZr-WGB<`~M8?3nYfwj$JmBP&M0fe31M)T@B0YtY*w%A{%0AkMLdBO^x07A{1_)jJ@fH0p3WS)*E z=~sAcIg|7adL%8Ek?p-3&raTOCMY_eQm*KeN(|F`FzQ8arRvPco#zKE!T`t0jYK8{%omtA?kbljK%xO_Tfh!NKcS{ru3xT zZ&E8xcqsF@67?$!MARf)iQxy-`jg781oiR6m9x68gn5thste|>gxKYP95Z`TH!-!X z0$mA;Rr~bqWYQNPANrt##@!{E=hnS z+r`}(yWEK3)4yo>M@Y>uJW;0SMwnNpy`WjT5%ph<4I7+Db_cy>g}4!F#qH+ZR5!v) zLU-bI1xZ0W`ym!tuOYzk`5meG%Biz+2@kd9r*Jzwg!??gX{EKwZL}RI*Lo1c(^I##ws{csxv_tx_j{1O<(FSHJc$1T00960 z6xVq?RNos1a3$?Zlte_9q!bb=DUxrYLW^WyN~98sWNDEkl|o8U3T4SQ_U$ucH_Xhn z4iaTgsR$wIcYc4pU(dN`&g;47-h1YGY?46*t?tbB&(GZz;(OuX|(0`B3BDV#Rmi~Jr zf28?e8us7gy4)bZ!Sni_>$h7sEr_)RPfzW=W_L5ZqV3<u?@;~2WM)s?jNJbI@oQ{4cR>#l1@1Z)+wA<%>D!djLr?)LwAkPrnZpRF~ zHa;ja*p~tEs2fk+o6{lhJ+k}FoeWF~uQbv&&xECPAMYM!2KGM}X41zqac%LZZ-4L7 z@E`Mg@a(}XxXP_ai}uKZfc40!NwplXFD2Ueyv#vtsGDDxcrJ|g8eibpJJRpwI9cVK}wybdDk&>A(EF?5@#4J7dT6 zxI%|^&HI7p!VENvNVB1YhCz|9?{BcmAR4gY zG~K5R8vA1DyRMd@y7jMJfkzp7L(Yc{7M0;x%nIE_yycK^mrQs+RfZF(R|QnRm*M(3 z(_cQ`1sx(WHrBY4>UbSX_`()2;g_EHHA9OD zjdgr;b}29+Jt?X;`2xh1ZR)?}8R}SZ_5)>uWv> zSyx7+^t$WtaK=wG$)OIeMb@hqYt&)knY;d}`*N_^=iEKjLu@$P4PI;u zWkEpi=}WgOY&g9?KXJ^RgL1pJwN9%zsGH$S(H~$VcCfhcfHfP}PTtDj_KpP`jS_bS zdL42-U+(fk9bT{3dSCC!!op<^{0}d)Flw|tp(2fq&(C%LP4ZC~i!_K4KS^QXBf)+n z6AC7mbHitjFLaea-kq7dF68u(P;nZDc7pzWu6v0KCYlpxIE6`KG9An@!)P^j(E|AVF3!=xwbXe$2nLb z%U#hi#zDf-=j*l-k8RS7d9s{>h=-K6GVw%buVeW#3Jqb$-rhJuAw{%%B+-F_j?Jay zJ;b>#J0&|FP%zECyX7WvCRO*@R(lG5adm#3b`-)N>KQ#Cz8YTjPV+v6;Lrl6@3s_D zSvlKcLMX^v|JF7p+Le8{wt$Q)z3@zvF`#foi#JngJJ~1IzR+G(3ffMr;U~nW>c)!? z5JRTwuErjuFrm_U#h92hedp91qFuwET^R?+e)bitu_b=pWi}u{oPSXuocvW(n+;U5$AQt~{O+8F4xP#EPal&Wl^ z;LCjID=+*V>9a2}`pk9ykt`>%IdOhYF{)~Fgs7HXNjc`gsJ!G}-R@4>L zqt5MZN>*(>rY}~!7UXNdM$F#NU)6w!Lo%@!4>v&g*r>v&RReN9b6q7O8_>AdVc<%4 z1LiZGO7*%Lu*|P;d)ki%^fvU>`wKNX}KP;JE6#SdoYrj591uDH#~ zyAjpWqm9bZjnIr6%dqNegk0^Stji0UFjk|u=IF*Ibo)wGPv|$Hkats;-+xUw^SOPZ z{%jK(j<~aeJe%NliHLK-hMK*@W|UxA=L!Ho>oPZ4Z5MGb+7R{M0TrBRfk^ zSk=54U(`(Q8%8(dvgy@TqfeV*rYgJKro9N%fD74cUI&htauJ^L#%SjqF1BeIHa&g9MUs`rIolR4 ziUk=aC4F4XWKX8AXy)RhI_2!yMCP}f-es0?p(0_qTep#m<8?|giE~?VuS90q9HLoP z*Yutht%%roR9tFrD-`+kJCu*KV(oO-I>Y;|=vUW#srsT7?q=$IyM0ZQy5gb&xwG9fRe(w~CHQpN&Bet}`XZ0!%9^&1Kn}HdcZCE7JTT|fFh8VXl zncGj=kiYQE_qFjPK7yl}5pCe_u^hLGYeRQUc=%$XzfH4V{+l+qrnt^`BFfkg42Tf* z-woAPWwc?W_`A*3*KOFF{I*s)tPKtsD@jK zDEkq0pNsS<5q}LkPISAG{PNZXgcA!Qs7-SAZE%+GSLWKap|^;o5=6YP)WK>8v2b|q z$dE0`!%l8*G;u^oWL(~)4QVHqs&^W<;fwdBh6v&k=Uc1+l{V~ZpF9~)ROH%hkdDZE*USZkRi zGuqP%o@=6?8_QeqC3odb;p|rA=>`lpX0;-~XzSWg;>)8aJSyW_v4Ekm{oO#QEye}D_uN@>tCK*buBsQGB zx5QhQYAbFrig)_Tw4!(ai>s;gT5&_=^S_iaF3KtlkG|>U;;%vY z-v{MfoYA|z;u49Qr?lptA|78A*1IQ*i{yIc%Syz#$C}3l#lG%KPduc#sQ!0+MxK|8U}{0ssb4L4 zY|rU?-qQlvzspSx%39#zaer+Htp#$8`h5T0Y(bk)nZLhn3;KN=>36rbz~)(ov+Uny z?9q)?8&hh*n_>6&?P2ecCS=|#ovs^g z0`qFonpY)FpjVX6mrHGePF>!ToaiQ$M+GWrUL)t2bfjmCa}!24)ziFAHNk#KvR;sE z6Vl?LlJT(-Ia{tfEMhf+;+B{tCN{!oYyay~su6+BrvG)^X@v8T+q^0JMl5z(yC(f~ zBNn+*{Wr85ao_-Fu8?>mDh)!WY$qFF^va?1d}9L&%$w(jF&faM?|r&Br~v`(E3Qcd zHvn&r2l?D6tgT#AyPXy4NSxqzNe2HIqP>Pwy*zv|&TAI%-&$a++EbYvu3)Z=8(p>R|Edi*}Xdv&QsJ${xR8ooY5 zLElb94zm=_e%%#JC-u$R=m#PNt`rVgKRO;@N#Wg-gUN>06dDWuC>N6dZ5J1@?eXhL z{qy;3l#mPsubC&oi%Gqqtv<$|SI0rh-@DzrIUKClIrB&I8V8j7-27+LY{>qr_DJwz zga%==X`&wejX2JRkQ}Os~ z7L+9f+=Sk+U{`p4)_X0f^JJ_ShmyL_dBA5!=uc9o9{-$FUseavw{_bUoa(U2x3@u7 zvkoTT8>V-jt3%S&Uo$~kbyzE_b$@6@9YQ=ywxDod)NsT!T%6Msd;RfAWp zFJYqxso&p3=gkuPi{9G35G3Q{*B)31Rl~`N`FMAC74&MVhVOgjg?{B| zzPzqZkT{##;p!t)j&(uuhprHlqrx?7KbFDk+=r=;mqXwdVgYb$ORQ0 z;*xnE&hQZT$ThhI?kq#j>W`kf#LYgRf}?oLkaySfzAe$F`kp~f1nKKc<2r+gUJDI} zt%ly=oUQZ(ViK5}PdU4(i z?C@<--l)R>?Sagaaf%L+KbtD1Bk4$^g>D}pPEPWC9V9AA_4EI-qT`a-wXjvzba3gu z&t_WzbM9{qmo}jEYuK(qVrQxMLDzP`E;s!{up`hanX9TYRst{Mn7S&W)GfO|i(7_|?z_wlSRhR>spGpa=InS;wri1JE`%9j7PC?{QEdl4=?xcEzq zIOo;JR9>RJXfUHN(8sfx3jljy+#szqLT_wJjn-2+(oVBJzZy6iq?v{L1m7i0(VUdqVZ-zER zp2@@0mupszoX$h{jBsk^mt6eedwQyVFc+E`jo*yy^YC)3=KQMuT*%qHxtZ9Pi@A^8 zBX0KQ;^eRVU}MKztYCH9$#v(VT;quQh(j*CE1o1X>~nGc{=lkmyIgE}@nzP@HW#;) z4_fNlx$vSmogI*XQ4bK4nALo4x3{MGg}GD(`1~%*KNc-Fz3UvY`_*XL_GyHWtS|-zj2| z4e1s}%GXobprqOk!z>$S@^-7jPiDhp%e*{i(`@{dVL9$Qk&RcGiEEBGX5&2Hn?ju=H3qSKC;cylhc{}Z# z4rRg0&c9#5FbjwN9sKfDKMS!JrV>*QW?@kFyTSPbS(wUhd!oaks%8`>Um5CKwCWf|1 z(_j^^vFy7P4VD2tcJC!=2wOS7W}?HGCnof7CTdf*v5(AT;wL3WE&G!R8~awvWxq3!8*@M5-Xz)A&C;i; zJ!vS*OiFj1puy;B&`HH{8ayKuj?KE$pycuSPre%si=%u+c|(UpefYbLaM zFVN7>ij$2zPv$8|Mk{@z!TK_fYugYFf&$G0K3_NGMnX0Pi7k6f1y~9Vb!j3FF>SFD@_#q2LKEE$p zlJDfX`PR}^qh1}h@g^#nT`J6Ba# zS{=y-@5$3YXtmk6m6P+$jG2wO?kQ`gs+!L5%MO!LaKF>kdk zccLfE@5IO{%$=ZY+L#H8%&X$>Og!spMiZ@SF zJKnqZ+LJs~9vrZt4q?)P8Z;ITEf(reF2`D1?q2Z zFMu*qd1y8TIR8g(q_c&L&(g2RHIwsNprbQOzYrhUtp3geg)sTR-MN*V`(202wkfMqoV=w7zEwjHS+9#A64%};A6o<+va} za6#N5vz}Fgdlo%GTkA@|mJ(53l@4U3YRc;g(6M8nGB5=xCEu_TnMt9dP@m zlS#*%W3v)r8FZXJT|2)goet3)yEiJt+s|)PH`3@ZH#9S%Qt4RNC%RR;pN@cAe{SFJ zqa$XZ?pkXv9Twt3pO&s=Ag}R-_;E1?mhR(qd?Ct!oEZO+o;3{66OTSuARgQQpGxc< z2AJPXBEJSQU~|xSqfapdVk`76FpC(dwhMW?hNxS6KKyJU10j3m0<#Mk2>c>&U^btD z0IA!H_Y%8&SKjo@V}Q5oW^w9w20C2>gR6%b5LwVKksVr!waI#3?;n<8O}v3=?d`)5bFVI&Nd7B438b zPu^+9Sd?MDc}Ko*Wf@|QY;xh7E`!e%8)@FDGHAvKWiOj7!%DiqxnG;g!9S!|vTvdc zd$0BjJC2v3TCGF+{#Y5-Xvk;XlrP5xk8_K@mY2ij;a{_r#GKV`QCel?m~W-x?^Ie2 zZ^1&Fa7H;w4f)C{$I6kt3`5_4m17x4TX-qT@pDPmGWF4N42x7u9tx>|VsnL>^SufL zvstsu;tDu~jWvHPszCX2b;-fP3V09A4ecwafScw-NKhb&uQ#oX&#OTD2BBJ8@k%s( z>$aK|t3;bVQ=REwi94x*iPhbeV3d8Vk^WqXWwi!|UMs4QbZg<0lI2yXNwH%6<*!0k z?-4ikrBz7rJR@;oaTQF?Xh$SPSK)`F*K#dZ72Z_xmfo^&8<_UtVtN*3jx+ML0}W;F{+EuD!MejUt!>r70>o3?gzFwraEVDm_$ z7X8xPLq5Jtu$4SV*CaFXLG`xGU?LNew%>05*j5Xz*o9gQ(raaDNJ@te1XSMdSTXy!4!R|T?IXLUBB7NTU#vfXn zcGY3U&|jrzj5?eVQV78l!>)^l>hQSgp`_Rs z60;wdSZK5G?6T|jG8Y!@O^&oc-3`JjlY8)7{SHLTqe2FIn?0f{o}O&3T*XY&d(ZyebmT zhE;=;nSB@=9>MpRJHC+E$uirnn2m6b?(ZK1Y`mnOs}L_@K#`F@Zg7=%`0XeePzX$Z%?Ael8onMSQ#`bJ$px zJUUCManO^=c_u=P8DINvlMM%DN{uZZ)*NK~*=IgQ;~?(qe69h}M6~@G|3?nAZ}Lc* z@ltqwK_Oqtf`fs_0`s!l*{FK6!+g0C2jO*%g&*2DII(Na#T`T~jp2QftsFE&6dW4o zaiJP3kC&UJ9}k5Nc}1oov1jJg5x!&&W;d*U=#a!gVPL{|St18_HD4J#Xyo8X zVn9ibJcYUD^rvTtMgj}I{QkqiWd4mrQ{ttY51ezSIS4&_JGPF)!6$3R14bMN1&RGj zL)hfLBv-4dO>(f;UPjG;#let!gj9qq1)cl4pLB@}lh(f;lcDhK{=YMEM6IJWM($%A z^v2i?@{%~Z{G*i0FAhd_s;BBzbKuA`{Po8O2TbGnI}a24W&7T_uBQ;A(XO~ko#glV z*;0-ag^(WOA~ORDCbf;N(rOgW95y`IDM{hgAC|%cqSKOBLR!S@9pCQus8Z^;QVvZa}Q+--`$k67wJ)$U>udn-%sJw>-LPZ#HTR^xhhH&wnRJ1 z#ee1?@#dz^dBhq2huS(@DeP67FFm@2f^A`8#+`i>ES+^C)QL}@Zez_M<8j{o=^2U? zY=pl`yNHnej2)fF+d6^02CbAkvR7N2?MJkEx>kh7caEt(B0ryo>hgnJ^v^hL@G@4oHgP}-YdorZ$j+UMb_C1H$8F;xHS6lXn~PNT_jx2>ZKEEa0PN274PmPkxag7v zF#ZJ#lu1l}#K>rPLH3YDf*6U3w4>}OvE%Ap_q8-TjJD+~M zV+XPxZwi}t=s@D{`J81dI#9U0hur=04rKFh!mr|f2TGRSw2xuefi5)ZrpXF-p!naN zrFpA5(2&QmbdO;Unw@`b_IHSben&DMT3K_D-0o_%baqOB`pQl&mbnh-wCE@qbVdRLejO0TxfH z92m&b*V#lxhk=gIW)HVIGmuF8%8L`O3}pJ2S{|#%KppcLlfNU{QTzw8PumMDmruNZW6xA+A0*AqGl_?+jmzk`nao)8OGjZ+ zIdyyPwxQ92M}d!&+mMK^)L;88ZK(EN0#jPG4eikMkZMzFLzcsN6{p);QQmQZd5QK` z)8T9A;iLg%7! z3o?IxDec(N78F;0@6XwFE$E|C&^K~OGqT~?wMXb=GYa`enRYtWj7CKpBT7PPsMlz* zghQdB((sQz&fcb>fSb!MfmJkAy!f=n`%@EoQ?=*x=;tO>DPQrqv!V$NkFIhHu4+QO z8W%(kZfHV&gS*3a$TuM;`vc?5&y8r8u;EiSMxZ9txne<}$YHJ|{!f7Vxx8<3>1gYcdLgodO~?F+zpAS61kB*Q2dfd{m8)I`ouH^x7C!hy1dg->R;zLl51)WSWT8p$~B% z`b#A0kYui^x|>uT>Pai?*4L;-F3AEZ_<&qeV`vq6w<18qC87$c|9E@RF{Kj8-tf~am#ajP>wFspbEzmWv_P;k zkBZ`YBDNgNr=lZ?_YQj$P*K=k`KlG=6=(KQ2hW z0?D*>UT|!qpr);r+#lHfwFmXC(B7|M)8|RZ zYW+EybsrJ&yZ(y^?JYyM<3bcY&X*yrl3_lfLITQOeLCNRKtSQCr^0rY6Oe%}_nby? z39?FZFbE@+Ab*-j^1sRwWb>kYO248QDb{A5Ga(frkslEQ)6WXf!?HDZkcBb5J8FI9wyI|5PewH zIPg~rqE|uMQhgE{t?}uq5lle7^cjV|FOg`ocaY>s!6;NV6GBxCi$FXXcasG(Bar_9-E+J6qZuBg4@HRBeS@m;@ZiA4*ABE4B(LfK`DO9E$4Ns=BUi#T3 z!kKqMMDdzraND{dS@Ad-;sVbH{r!;&;rhIT-HcS25dAE@G50aN5q_>_vy=&CB_CY= zqh|uk!(c4*SvDNZeA>;pl?`hj{hs}p{{jwPh`Aqh`vqLLPnIS_Cl zAmzjRT-a~7YBKF#9t?Je1V+&dK|mb5%nz2pqKDqv#D!u|JESsExc=c{!~E8)?F!*86mD&eRxXTwMp6;^LWpT-6& zVfS!vPlsqV9Nm@X{NYp$m|xW{n#-z%MOOA&_*VzFwf3s*Os$6>9T!v5F4n__tEb%7 z3?K-4=p?sXh(Jsxf$wH00`sp0xB1T^SQE5iWsYwHD35*;TB+X%^RLPRV$vI7P4^a$ z!P!QrDij32)+SKoF{;!rYl1Jw=z8N4G`Qxz$}-%a21cB$gW~oyC>WoT{%F_?b=iN# zlQo*b-JSomdwMg-jvSgl&ffxGWC!vlem27%>9qlxV=ds`66f{0rv*+qS}MJ0Zvg{I zTi9jT3b|Td1f%j+AgH?N?kH^q`J?-@EQ;DdQAaWGwbvNU&h`VCTcC3QN%1x~= z=@8#$);L+#4x&q4_p-1jp9b#t#g2_X0Wa+Ds3CRQeg-Jtpdl$;2BcWrL+6R@U_4ck zAaZ~K@;M2Io@1T3y5jnJ3^+#>o_UMyztu2$Q=b8Bn-R&41`N2Nx8AG<%ezK0&dQJh zL+9Vp|6*GLgZQ2R1N8b!RrL?z-#5PD8^q?!gs2A_;rTMfL}U*!fbbt%y&QY;$2&JO zV+QCNY%`d^20ysCnTNvw9cu5?BWzK<3uku+j&p(ZmW`!dORsb1GGJy-czi`Cp3iG2 zAsd_1T9>ZZ#elJQu1a0lf&cCrJ9abR$X^4o3GBL1n;g3y257MQZnR;w&gly)_cGww zABE;%?Ah)EmnWx~kc6Zi?5CNa*P|En1=|w;^G4)XCLGycx^v4nCa~j;d|R;F&B%pT z{S3%$zfvqY!-T7M6QWsIscmt`V+R;u6g4mHGs}dWcQV%uhZrDutyF65FaxF!Okr=cFEpwnlw8B6%ENPkLRy`x670Q9_GdSTmyteg6r( zznv-fq(0+(wU8XO?eYBYm+xClGN4y(_tiP9;IgHmv?Bv9+*{MPe~JOF&d(bMu>3k# z%Wh3Gz$!#2Qspb2=Xej8IOFx!hF$oErMVP5OL1X9or+KMURQj+y6KEJSOw{fpEukX z;J+M|w!xhN;`}duRAZ&gEcaS@FyLb6SO34*cn4l$rY8ez7CNT&ycn>8TCYBc)!1Ej zImDX*zrVbDDt86%Yh%otT5Ly4^cou<9B0jcCzh}Uv9z!(UwnV}O@hHy26U$%dOd^{ zJTCSv)Q>&Bv2(5!^_hYA{MMeDty*Tl?8mVU zmOM=8RU_!gd7ak6_@lg4*T`QR&c-YqZ0XEIJP2&gl1Z2!z*~EeZUc>P3 z*v5?}i4h7c_>DF(32V1Vdl$To1+U)nfBB0&VgEudU@a32`d7vX z?_j~k5gwyVY?a;cw3Y@7Jio3rXJfNs_R&3evY^dgnX0yBTykER7Q}?jo2#L%aug!ujT`y(=bXeeg zbHA{?0uu^kbAvtiv7oc!A=z3HKj+_;m8X@MP-pN*dxtU;tR826{fRx&t5{N~!UXj{ zZClQ5VS?HG`0t-s>Cm_XX%HjFKpn+xNy_*l_FGLr?6;G*h) z#{|8qbKTfoXO*u0X0f2#-u+lIn+4~Nn+IreSU|R_J;B8W=Y?+TGh#tMUARJm%Ysi) zr*hUC+fHu~*-#hXuwSx#BB( zS#a#F!?7n=#XAx0JNxkY3Hour9y=|}NjvqL1$uLe8$P|PH^$k}xI8a~8OS!S( zRe|1?GHlA_ORi?_Y>0Nwxcv?55SM`xJlJr-tb||FlMRXj)GJ(U(ZQ8Y9z*y!PO^&D zc(Z|~ay6-Fm<0;D-_p&m;Q1zN4@`});MuDhxfCCK|Ni*$9b+tbeYrig+m{VQ#maX7 zt89p6z%MC3Hn1zQWhhuDlgj8*A6Rf||ESVWe>PnF7ci6(z=rn;U2FCPvZ43uk&T^L z{x_02UO`x;3|0PXY{-06|1c4&;M)}>ew_`SR&VugVzbpd1UOjYfd}tJZ?HkfM=|^` zb|7$|cP5hq@AF5l9e%=r#`nGvWGr!ejfj302UZO*T6(a$t|WngryP);t}t5ri~~mM z*Llma%9)vOCPLXjRj1v zkRp5b)B!gpTw7z8xz8QfC&OHKO%EpAdypEW?1|s^@J2)(Viu#88oO-Xnzz^Kt($d3u1aUuufcWbr_U-W6-`w?^Lpziw zueLev)DF_FKi`}m#ou+Nl7RzbbciKCy*a#R&Y{DR%*H0 z2C-$$tt9_8Sa%L6PMVWYLuf1f?Y=b6AKnUq*LYLS zZ@0pYpW82_-))6&NeZE><69s%mwWlggBBQRyk`0!u?6bhzs|{DkAJ@`d%Q}z1=!}_ zeKTcRAWLS=UfpNSu{Bdv>b#f}DNrE0|1xYA&VY+?O*p$R-$!xKT$Si?mzeceV#8dmy1 zwP}E89%ql&hZ`X>i5jO}(+KJ+i!uTp4bU+^pD%g35%_m49j@|jfL(9-pS``(0F8+T zdbK_c;PhVe{SZ$BY!v3s#_=}5z?~P?I(!Wf_}!j=5Nnspu)E9O0EF$qXFL5Hp#R;f z-N^wBpwnpTKCq$zjITyU3JEsA(f^VRn0pXx-CfwPvmb#;MvuQnOdTl6O1i`*)WIb+ zQR_ie3-{;FoL{;hDF18S5&6qqcBhlXN9a^wbvfR#w4vp7(trRaJ0w(#cn~rV4Jy>6C1& zs{${RtR^2+1qV(?YQIvdgklegJ{?OcG>I)KTurC|`xluyBFhx0HC&f@fv+4UDcv@f z&Qv%Q<>GORvvB9i|x8OA#v zij3P+z;dHwrH>;8?$W4#v$Mz`Gt%dkx}F5XiAYUah6L{(-VscaB|-AVU%EUSNpO_r zc}D&c5iZ|jt!b1e!KF;0E9(_Vu)9yeeled6XS%P?lN3pC*@hnQSBV4_f~B1c4*37& z(8OJOPDC)JY21shkL^xpGmvLB~1Yf%hD(-9}!M|GGocir}OtW|UzJmm& zhgx5)*-3)KZ@8s0yGT%-AT#m@tLe^5a=StV#|Je&Kd`n3JKyDLk>I-~?O1*_877x( zdUn^4VbRfHcn1634@Th*1^%dX8q1lML)^eDBR!G=-~SvHejP=D#mPG>8yd+#y80=d zhen1MjiRc>dL&5v?!5b}KF;UI_|n!^oWGjIP+>Y5hR0e5&DzPJMEE80h(U&JElK|R z$vBS**837uD6skS&(~j4DNsQo)Y>1z`TK8ivH3U&nrE0kTTMu?;OuZN;v@;igSDFvq9ZmTosCqv>`G;8843H)4s9#KC>f`<1}Z`>?Mupz9= z%_@Zm2Tx4AiAg1b`CF1+P8t#Rn@@+$T9Uwbk5}aVcVzgPY z49_`}U=n4!X}gkOv4;`p=SG5^v`&?$l@xICP_BC%Q4X#5g0$Y=E{8!bTC}aDK;?tl zyC(Bw$oMNG{BVH`5<5v9Gr!5OX*pJw<41zkng=#m2H^SZJe(E+@mQW#mD6`muE#?Z{^t$8jbVaM6RrECBl8KR+I&u2rn{f%uVC)e*7A;rZI^S#dG6i z%xWU|IyVc$W&%vSmABJXCP2)ez*$mJ3DkH z-@6D9H2uD2?;E`C(-YLIGDQ5IJxY5fON1sZ%1!nLJntt;;72_I*n5XC%nS)2CMgaE}SN4&Qy5y5`%_8nfzM6lNM%_XQ1A+PMS&CEEC^ODQ@ z6B9&;apv21;XDBfr#nDt8{T(incl@q1URf`=38z27ST|T}TEZ-)D{xih!Hd6a*?-Jm;ms-DtXenr$ zo!qfOq7<4%3oo@xmV%e{mj;J*rC_SrTOd(c0O7u4u7nrGuz%}-lT=*++*P)l@=_=T z-&2{fpA}0XRYSBd>nQ;i=6(hBZ^idly(XEfmx5c_8F?v6F`UVhSBcFh0MBUTj8s)I z+;vctNvkP_#cwA*%GMXdTIq%4l7?cKh(v}iG#n>QrP#WX074p+&9oWBKMLs*<%ZHfSbA~75@}WWNVw2@^ z0mziL69#w-;iam+yR|?e$n~SclV6KLEw&}`mrx;u3v_=L%E*TueSNP+g$u#$>oc?Z zRfW*}heYpRSqKv=N+>>)#SpM$`|g%?Dde9VUC8F*bC(y@9*FB?xMF|)PzwPrPy59P zHsO6mlOryO0IP+69R5~E06v#|-C?{KXew{tEQd#~=0#c;SGx$z|2bR=#M!4=a*GcA2zazjOW|B%3 zuD`9KMt>G|lfc5Nx8c?=5D6GJbEzH{QsJp@5Qt3g2lSGBks*I315`55^3b zV2@jQi(iSRK+`?rd;?s^Q(148I`2{-sA2l^8C>rRvv$obiC4hS5Ltl_VioX|c>1V5 zHiV>puOpiZi!2+C@(U_hD~hjwgKc1I53zEn;AnJA?9)psT<&7uwUVp=H~$yuNm3P1 zOWqqA8&C;1DZi&$0xKcEUUK|jP$l$;eNWn6jQhLc1!0R4D(oe3mYhndK)EWzca%Vd z)(geg2eFUtu&JUUmEb388BiKr37XZEMV;eSaOR)9u+n%n6mw5;zrU}B@1^ypmB*^V z??er!a0q|L=u{nd>#qh&?JKprdaA*(?svfOvl_VX<!cT+ZKLtFzWD7$x*#56#z^8R;Oa}D6n+Sm7>w-E-$$W}%@jWCyR-Iac%37%23 zbsVuHy{4OWvFdgla63sf zgm217w5UXp$}8(5yM=@lN+L~3dy2G&miFFzp6YI$I-Sw!NK%QU5G|Cn^t*q5Js4bdM@8|%r_I(zRAkD0Onlf)#c1rBo?maN;8wZo zhl|a?jzT-m*=8`Vvhe0qGX!;hRM}Bl(ETHqW>MAx_l9S;*JiS1Jan+#2NH8v z)3NF2sf(kl=-8LfE(YmwxsI+&YD-xU)sdL^TDE1$>jU9Pxha)T1&@|YNAwumyXlD<4*=jEu=SF zOZv8=v?@uwmGtPiml$I`9iL9AZ!+bh&0)I%UeY3H*_~|$mBJn1QG?4adk3VT< zyLZd7|u`a z7bhL(@pvUkni;tw_%dnC(}Wl4q%Tfx4h`MIM0pkrH|%ACf2YQtWYSO9S27OEGGSG6 z&a{hkypv{cC&$G9{_#6+lxN~&T6#qpX=lyM-^=@$SZ@&FI8C~ADfdjI0u%1+ubry< znYgxM?z?do`TdY7+RFn>aEDI$URGq{UO}hh9wjDr@HulOZd$Jd1V;*dUY^)bPqW`w=#K3mVr-Ns@u2hW1#ES*^##0bX<%59mFR^ z$MU_?lUHQukQmokb}F+KHE}a9bF*8)F)Wd5i{$+Fjq2=`Cp4^G|u%>lR$~qvTaxYk_&ri@j2J zS`gmTZ65WY1vY6fL=HGMqr>r8<~&z3mhz4^b^A8sD!=HJ(T!wY7kJ0^i8f8738LRzd7Y?D&{5cTPKVJ1p9Fr*;j2xcF1L=gx!DB49>$@bJ531uIG6bA zcO#yF*Pi*e5k6}-@7}V|h>lv_)z>#Q;?wAPlh(8bWSfr^2WB*&`>DKsYGwmIS_(e9 zmel~xc*dJK(r_`+i$U29SX%Y)M+WKR;>~OJk>lm}s5g=}lkbywqUbZ-h=p0fvhl%2 zoL(sZS+CZF2;(mr4BsZqB(1iL)^0*nW!7QSUsQPe87YUwQnAIwOQJ@x8K-C0hCgei zVv~D-Z||iREEY@LbTepyRr-X6uoVqQ2mdN*4K`z6p=cCL>1Tg}Fz^6Om+ z6>PAX^eaN7_jE6F9+SrV(<-?u*$Dq+d^3ae#&Vw+jVdO%B7 zHadU5vASQ+M&n@4s^k1@#E#V-|4hn#;IO7A8LvwAD-AJ0Hg=gAPWv>m;lJmal^B(c zQbH{DGH3N> zNX>san?%ytaHMfvU*;Y<${# z;NQ2;EX1q)wA261Lbi>u+<#ncxEm9#>H3HT-VJJvProyv)~vBAb1e(^Dz)z$d}AQ> z@vWEsg5k8{XwBXc(*B>nI(cm5a`QoKj zG!O@`y98^tf;hZgKqi@n;7!guhXq=3_O8eMm5DU4?S%#_$UOF+yzJ~p)}>Ou(mium zY1o+-^YoND4N*-)ck@@YLQ*JE@uL(CYx_seRPLm~@c5mS6h|5q&)BrxHlx8pP=6)2 zCJj@AVRNFAG`vaqmcKTn1+{YCukR1EKwbRFhCjDx;MF!s=OOFh5wDV<59GQ!tfu*Q zK)wZaRld5rCYm9v=CZeOtQiFt0%v_EsR)1C!jOGWMYXqMSP7?o88*yRmY*MU6BOW>5@pL}e2p8AvL^{!!&0r|Td$lkva%3w3Z9u03B_U58*T zB@M^AIxyc7yu~hc&`qL5toccxsf$p^oFcHKnD^AU6#uj=t#hJaYe?5lX*UXF*B$blTS~#zn7hhct0;Il zxUcdIR}~V99wS+PmgkMkOK|Q)2S3fK1l!WGa}DN;5&C7ZJH)3L zE3%S!kNXv4@pSLi{`ev&2eU=NO-y$2= z7w6#H32n2InJi?yR$a1FA`7#ZWf;PjGLa*Zex=Gd6CX0flsgL35gqGUaIQZM4(bmT zsq50f?s!mk`DO}=T&xp5-cJF~lKWgW(aDIL)|ot$;?MIB31@4Q-x8J9JfA}vRSpkl$p7|Jr%=51~d^;Moh5L_v-4=nd zrhodzauF~IIP``c7LM76+~FDt;qcfk<`=m<40@TT8z*?e@NBKRhk{@j`oCJ=w&4Wf zNPV*1^{ybOuc>2vdmn^0iGRCQ27*x1`lQnAYY+?_y8d{N1mVEy;}+pRgRp(g*39(G z0IYp_@mgVV07klw2$$CcV9EPvP+9^IDQL@2Z~}0ybHnR~-T>$|*Y#6}0`N+@SiEIC z0OHplbW&#m;P;sKcEj>Ol*AnGs^txY?W@H1HJbvVv2o+gx*dU7eR@)^NhT1cv%jy? z6$6nGZ)!AwK+JEmlg>C3h*#G`&j?-#gsMili0$1#MEYtMtc4%+o`3sbG2)GcN}alt zF%J}6zi(~B=Z5}enpr#aY@z;R@o#qKL%5y#>d50`j3u9<_f_a!Aq=>4 zx`YsWGiJN0v6NulI1^KaGQu|J*7b9j%ZV}WddKT>6~y;YS}7l^f(VJf>-_dnC81rl z^1hOJ6%oxRK633og{ZLC{=D%fg{ZSCQ2QQ3A*g4cG&c59h$VvI@~+(!!Xa*J#r~Vs zgy9FRk(naSgLb&TRcZhNo!45jP^!?!~;>LRc{>Gw8VpxIU z{KcY@Sa+{|PyF6W;_6*(x>H&Ov5{NeXxg}fxF~LPXK;4~@npx3KgW~H31hJ&mD4-Q ziAfLnhSmCIM0R3~(B5;UgaVuIKsURD82E57;oRjC!fchgRK&|-;zYNB_0WT2f|hYT zzqh!EfT19c{wpMg%Y}9GA_|Fjv+IlB#1#?k7Uva&1Z9eos3cl`DY?? zJY$K37q0lnHzg1glZ%{ruUAB*8huElF_Ku#W%Kayco=2^; zLY)2Vwjg4{u`%NOju(XHQ`6C9$K8m8_8i-TGIoR;{ow|I@hijfCHV?Oo* zO3^S$5!t`KIS#>sO(RWP5)f(C(*3?M5$ohy`NZEOBIk;;=j2Qxin}BB&;Llq9=}&Q z#(z_hk_z7t!GrH160uoO_`( z7O}kmBLlCUrlt$fl_guscfAl&6TX}L8Vb>W;LhRj0Ak}BY>-Mcr?vl34i};h*{<~$M3Gg z@dR0cdYgI#ME{bsNvlT@qmr8Oz8>#*bwg%vHo*D&X?dGh4Y;??`t7Bl2E6?5zpw<8 zMqE}oEZ|8c`!1HZ zPjndIR3Ks*gsT#8-RGic~6>|PraMuXmHNzj)yt=P>uysWRc6bA1b(X~$dT`>#eT7L?Z-?hO;TQRmugbhlgsJX*r8(NRFJm@CRo|BOV{uT3wC3ctpe|kx;w?fh6p{XqSTB%4TB(>*{{12c zcRibRH)?XwS7|60`Idv6X!GJk^16Aj?fFkqe~bL8qgov7UeX^HPRh51I5A6Fdu8+M zXWAURlnF04(cyp@^II=efP=c@?iT4AIJmUz@7#vB?Ko4rc>Q2cJ0cp~lGF{_@$<{5 z#v0>x$SThks+qTAYiNT%k3hb_hc>YH zEx4t-wSn=!E!)N8+OS2%rlx?-!j{kCDtuNf{4mUZ=0wiJry@KMKF!3I5oI2~F$Qj& z-aGtY1rt(%zw3B6F>&^#vNgS!f$?2li5mz8Vl<{)I|k_peN!})^MsB{uQ$|;=u0cA@d`oU9&#kcS-$h9QNmtKJgz|m?zy@`$*ut zGY8(yG=*5w`)7I{jgo#jb#hqEg?zpv<6!_P<4Mrx52U-_%PPycl6mxV(%O}jD>Wj9 zO?s#!vU-~v2k#<{dM!v32ENY_q}$$VZsv0*^ICsY(U9~?Y?W34DN(Ovw#0)2*&BS$ znxuv6N1i5-zKLq~oFM)1H^)-llLNDCiHkv`I#P3z{iG)kcdeKA;^6SjeS&VJDl4sJ z+ev?3t~>wPp4;uZd?F*JJxuACJ00RaP41HnC$0TgH!$Je zmu;fs#Dvz2)KL5vCK&I!Zl?_~VZtANeMpOi6ocMHGcq3W*sg_TWIRDUPycx}F|eF> z$%~&g41_(8zQ%ij0m~EK|A~@u-1wzcq*2F&YI{rM&=w{dT8i#5%@}BGkk`~(#YCRx zo9Dv)bo33Y+>BdA$K`%L#mVMY9QpHV1>2z&EnhcYIYw3)(-p^&L9Wg0Q*Z9qG-@*seP*^7Umij_7`SaJHQa zdmeE$-a#t9do%95%BJG&G2Og^N-CuPG-xV}G$Ckz?YEP8P1rpsS)ftYgsn$tORQy^ zux7x=4UlRVnc~YeQqPXx~hYN#2aD#pzY7)-HjOO;hrm(XvDn5s@Sm4 z4ali{yYlH^0|IiSlx-3kApB+2Sv9c%`TUP=Et1-OZ%nCAYJjxNG@d0lAR%e@A-$9a zc-($iqLkWz(zCDlv_%_0vuN{w&{Gc$rGUMDz4fRrEvM9zbv?B3*mmv@^{{=UJ6RV~ z4^w5&8=GS5QR6KeDY3a8ZN6Tc%>P%9jO=*3MB#e;mfaO5++ByCS*_P3d+OkzJ)F*r ztiy?Wg#whQI`FRP4ULPggZz=Dat<+dur09B*L+onqS)Nk2LG!=+y+f8S>Za^TdN#h zAk7Z-@?wzZkQ6iC>C0sV_)3jaf0Yw(oz!yluO!e>08Bu$zofZ!H-*4AX_5TLhY5r~ z>XlfjN?;^P@!4}V0zJY;E+b0;|8Q%5jXf4D! z`&XSjUJG}lFT4dOY7r)~eTC$IwFvq;9(bUo24^?BH1^PH@Y|)XFM(cz%M<&9W6#x~ zia#{oOS2kz=W2&iw5u`7eUa$Yt%jp+QqQ_8)%YXFmB-&p!J$NfOB#I?Y@i(BXB$z_ z@aneYpW76Kq!(*#Fd@gs@|0a4R)Hp(I`3~;g{)(;FCwg~P{S|$CDyhI7uE*J$IVv4 z&0d0@IA4j|Yx%P!$@5-L;1}vH?@Gj9UfUq-Q;Efx4L)h16?inZ>Y!_Q1r!2yOB#t* zz_aM6oY1xk_s><`?tfE?5os#JfRyWd1M2^qWs=Zb z2KA10JR2*^0g*+MovmfqaqQ8EF}(~g+#Q3n7-eW+9gY9ZEJIiKiMA7MWl)?m)?;2N z!^!o#LXTW6!$VamZiaptu6gi}Zyzc})N?b-i7%ya_%vMb`CBPe+M|S97fKM*v{h?% zu>|G@zXeVGO0d=>EwVA71ZkneOXY$~a3@^l#R2xA@>*6eXBgxLB^ zpVxR6;)k-~ooVkv7+#K8)3>n@c1yY=)H4bYrSz`vzw81;5Y#GWWIirD)cH^wmk-LK zci-}+JQVq7bS(d#3(A1a-lyZa2+4EY`)M*4ibk>6Je!N@PpJ-e$8s>O)zN2QmW?%< zpA%Irvhn+aLI*1%3sO4kcY3_ag2TW>tyE$b)En;D43B3(#Lv9MXEFlP`|Uh%2m{HGKI zx5XqS4W)pZk{iq#P9e{)jz4Z6PsSV1-qUiYlHsxHqznB_GKP1!(3BjKFtRen$H_Sf z;^~De?&c<<)L*vlK|vy3AjV9;I1zuM>y;0bC1RU@|D}bBL^%5T-HF|lfL_hbzGsCK zaCM*R(3nU9{`~rT^7*y|IJAygh=?U1qU-i_rg#E29<|uFUm^iv)e$log>l&PH?Atb zEDmKRq6Q_DIJDoFxmsQq2QjBd0hQD^teOgRr_ke|v~s^$4Lc6kUtiH8-o&9gF>-Hx zcO0T?u1`07h(j9ppTefkad5*kv*vGcFnv2OM;ncU_C8^5`mZ<$>qm|=rsH5RaOfRt zJ`Q$Mv2E<7@z}%fxa;+*ctn~lFX-fnhXX&)NH1SJgctc1zX-*nol8Nj%pn#UPIK|E zU1OnF6FV~N6^jI|sde(cvAF(A?yOZ{ESy#+*HOY^F>%7|&YEa)?kPW1^lwKar+PvG;`we*V#y{wX;_eTM~tY%;+aUE2D7ep;?{*PZTCE1g8Z)j=)-# z{c1ligrTl?r{hY!Fg#nJSl_-KhM@Dd5(4i-P{K7=?x7zHw+C_M^RN8C7v*)tuKGC+ zS(>=Euk*z-rY9WreJ}x)?Q3M6(XX|mXi?K13C?W_HmC2y?RG=H9_tp=J1vC|^r9_57V z!t)<`WFZ?<(u)3_RYAc>br4SQ|zILG@6v8@c<)Y2S zYC`?Fk2l}C8sh%|009604A*%)R9_STa784MC8aD`LL^xdMGld@pQ1#INJ2_T)+`B8 zcCu6=nXK9OWv&_9SZ2&H!<2+lB#P`pzxUVobMCzN?s@Orci)*mDyixzXPQtR;nPTv z86K^xn&|B~gGZvH)U4FUc*OGX;#MgRgbvOPEG`-%)L+=2C1!xo3YXE*Jbi?sFKBwl zM2gwx64Osf7@q^X_kj zD|i%QBd;&(fk!;oT%Ck44WoDSJ08KKkAlgf?|(F*<8C`MqU@W{4znoByP{1fcK6z` zZcL>*qr;vb8c|C8W3y57MnpMV*eiIh5!D8DxSqzmz;f-{bXx=3x+d1MXR#iAl)2Dk zjX5yKlU0w&|MjzxNohTr@!{5zDXT|zqkbX`>3X#5e2vf6u{z}Tw=F02RUKmY*NC<4 zszuE``>f6{*Pz5d(VI(uYfxm$H?Qi4O(6}x`cjLqbo5E zVy&?%bZs+is|T(M6-N|nd>yPrbNou2VqBGopI!dspZRh$bH&;#t+^ak-t*Y1uu_Ir z&EHU1yUUPdH1~S$n=&GjQW?lj+DTp6EQ86EKg5G8Ww4xg-P75r9JKGa z2#BAp0KOms7@JhUFMjDIgQg15Ij`Ncu2c!tb-u58M5^HJVnbs4zAA|Ind2ARTLr#) zxs;CrRp6hjwP(+hDoAP?TR^K-AdU0Dx)G$ZZBBLlX##JX@_Xkl;(^%|bxffO51EGpi6Nx4${pK zsn`_8!fb|V)1!MASqWgaW#Uqr7XglJHdK81P5|rT{t3q`M7X^+X~P;#gsa{qPs;H` zcu0K5;M8mZFJ9NMA9O(orbz82y&zA4?j(az@cELb_wiJ(9H{@o7cKmDV0-+yc zt{(%sVW*Y3jI)0?Y;+e+5nQ@q;d-+ z`V!QuWZ+VXO;!KY1E*9HOmFn`K(XYqsZduBm?l4_^y-lTr*|wZQWET5Z`1xy3R zJuOPF4WPoUuTySpE>yr>ito61g$jZb308C}6(WT4H_4_n_{}k?S7u0q;IZ*lu`@Kd zldIMirbmNB$0^#w(=>S8w}Zb;mj+*EW%@~>H2Adk?xQ~D-J^X8_(wFD65r=%*Fpmx zuiBDsA`O_9DY~aH`F}A6IF0&X`0QjhGVFun=cs22F-O=wQadqqHS{iWVZT2d8VI|L zNr*eRUVxeUuJ0$8aUZ-3_=~T{j1h75IcnMmL?xvgA3JCuc)WN~giM3ioK7~G3>uio z+fA@!(V$h*qUPm28mzDgl_|5);GZ66<-lhuoaR36Gu%W4ZFlQb(Hm4iM3L>}Fe?08 zySXZNn+l)L@-Ge+^}>_=wio0d^n$W@dm@KMFNl7>(li`QfqcS%`Uy1(5Zpd=DqN&M z?muhUtTi$m?cjdI#YKVn8qUHys$}Toh}v?qvj^Io@6CPd?g8PDz~kdseaq~4EyKw@ zP*QNaXD6ixGV#OJ7FcXNzVX$Z)B}qN5_{t1$gt&jFzd`T8RTZIx_b{%;8H>;o4El6 zdd~{J{wUuIbBCTU4R2C_%*ehdoY@PwLc(AuHa_ofXcs5g3x>weK84LtpwpXkOy*QC z;LrSV)#ai>Sox3g>JwD>a@AxqPKFBWC+wfs3sE7#YZq&ITrXIf9p{Kyr$9yZnep!3 zy>R6Fk$}S{y)g8`Vnrkyiw|DD^O2Vdrh=!{ZEjKF&GWI-tbtTWix}n*e@6weW`WR@ z<20E2k=!gJO@n>7FyTI78gP-5$w7N*@Rh=yYT!nL$$)USUw3JcS77VUkHxL=p+#3P z>*sX>3o$8Vsn>ro*ZiF{%&rMl!C25l+%(1V!_T!i* zmA~_2A4A`a7cUTtLovqoESMDGC&oLL#kiJ0tLu3Q|$ zym89qu97!)e=qm#3c<{L>M2acJUU!+Qrw3Ianrr~JTRHLI`SmU_GLLYbzd52Es04_ zVTNs9TBl0TKoL(u`UkQ6p6dnH9K!CqPsCAQi3Uh%nU)(%1?6qNr-V(ZaMJ`e7C2Dh z#J&fQ8;(-J>=s>at2Gr?zrVTpwY3*E6e=ogu)6NGG5Y?+u@`3QXj|2HQsCS6jlTcd zdVn?DDIn5_48}U`^f+}g%pIgSj$-RCHEN*JETIP^t_exyNMietkJ933b`J=;3Q0Se zli|m&-o*^J9;hgIxQEfu1A{{#_cgu?aOCi`UjA-yCAIFHl*O*U+xE<+O*cGH+{QV^ z*8}0#%ZkLtyFsGn;-&JIZg3JSIV;`M1sh5WGq2OTVU-v#w`$l05!(!;@0{#{P|dx| zj(@tq$b%q#HlrJYYV}ByRioa(E{Lw{ z>;Kf>2_34&)tpDVKt>1n<~us!R(PiY;Zi4<@7>ue65a`_w(&Aut0cIum`Kp)B>^SF zEwSC61gBN^t_j$8fV}3|$9aPe*dAzbm`$<+=wVG;hA*{4In%YB?O;2!GGzDjXtcw* zE$M}S-?xE%LWlb6`ZmyLTT5tGXoDPPr62uuD?}Z!>@wzS1%pst^_jh`PNyoa}lUne|5$=+YsR7$Q8O?$C8i=_(KJK4f1Bwxjjy!2K zFnME_>v_={2(j8D!}hisc)c_CXuYe3*rB&4vrDRgv+=9@v+^o%^@-*%IZ*|lcs3fQ zG^@ZZo@wT$T?H-^d1tP-RYFP57vq|aO0XK3zq;933EOa7wakGEc(Ti>S@?PdL|nJX zQnjyu*qS^MEr$xYURv9!=2!v2DyKHZohqQl`RYQ(?{e6h_lpmC)dM8}sw#r}7}qKRejxZwDyTCAUCc@kND>vp~HX@kM8j3KhY4?{7U`CwLTq+DN< z2lJtPMIEhq;CNp&Qs7rEC~g*=J9+#aDAPx)B6Q!uC+%xN1+F*m^sbEI zc(96cDCdhxgzSz5-9531;6IVNTsR#M?4Gry)pPMcsd_L&T8ak)hV1!?zwzL%AbD`_ zmIQb)TseM~JpsJw6w7+91h8Ixaq4%%GpKaa*gp5_8CahJ|MlEwz#EIx+bn+uT2V?p z-1ZJI(|{)^MbXpiM9+8QPj0z8eg7cij2i9|Z%;x?;eYlwfeDWqf&h$`4p{ zo(9pa{2*)f(xK{|_aXi;O@~$OKIk0fJ7({S8Cl37)prG0WJWy1J{|=Ya#O~8k~%2u zZe3z@yQ6rseBB`nZ{+UZmy^#EhGuzus{0EgP`v73pXJFYWNpg*NwzQ&g>as-Jfawj zR`l9r_M60`mDW{BcmHIxe&S^Ry5I}6T}jcsPw^%4Wj?e|(0PS)Qm%~@5?&*_mqJrh zgiN%**7aoE)hx77m_KypOg0J&cFW?Z$woW8LycApafr9K%;>L5K1v~dO{+`KM+VMH zzuZ^~kmBF*#=O0SNK4|okWz3VYUkYZt4i-ZIyCwDNK4^+#AB5Agv?cnoMN@VME@v7 zgWbGD&$cpD^>a$zYo!c%R??0p9IQahy7SlLSu2o#m`{_!hYDmIJ>+)hawT#^*Zc4v zDv@!mMGyS z`Pb{v<5S5AuRQ9}(zgn?DAfj3N+rAz(rHAcHQ$HwTpJP7(^_g;p$YZ8@NZ3?X+lCi zpO19Xnh@!2q?x{HX0zmV^|{7FRWW``@^PGQF}e*UfEYC)6y!vA9a zYe5%|3ebnnwx9+%?K{UX0~p2{x^69Kqr`kH>uw9O?$^j?!F1)UwYI<0f)c5V_HC{$ z2+bTE4>4{*5`Jb8*4tW;v_88Govj7wCd(IG!rU7meQ#lmh^}aRRfk|QxObi3iHK-P zIPOg1Y>9jny~d>x^fwnB zUy#htpua=KXW#GC;mJj8+|~7pCvfQ2l)c|taW+~}FM4QA&q6vSGA!S(WTLP@4#C0K zFHso25nqg6AYUmVv#ymCRCGX%*D5*{#edV6Tc}M!^exx4ddZ2%jx%(Fv*Rf`L|ZCd zCt>?nXaByNtZvATIC5{g(jA3t6a=}~T|&*JrwgieuOYi-HResRo1lYZpUR-w1Iyd1 zt`3TKfLAp|W&-C2&3p^%?1iDQay5{bwc{B$dpg`UkBo)y;@gw9d`|-TN0-jMEKGtl zir}?F{LjJpKc4jKqG>S6!M)lsoC;xHQA_T+=|DWoHY2@~0XgaK#n-Q7f=IZ8#0T{^ zQ08jmH`JO9EZwiH|6I%gh4Th}Tc>eA7mcvw>&8Kz0LST6mt63*t}Su-FBjUqv>Z70 zK42aTZic;YPYd?P#+a3H^*ZiH{|Z@*ogZi0f+yo?7fcu?>Q4pO$mL%_vT z5yC@wa9wtn=KF+zn?RiZ?{G8Rt4uF;ac%~_(X3Kc`)2sn@MK%smu8TkRpDkACxF;7 z!EGzo2w>JKYWn;O0X~r|eVVfblvr2|3QSnnU3MQZ$#j= zS~h8yZ-J#{0etD976{QZA9+^O0wW8{Vy4wCV9LK;SZuQeqPilAu57fx!IEu*lV@6? zK3k#G9y9e>!J});RyYtmQF2Sa751BbZoM?v3Tln{-uQu5xFzIz+g7{{W(G?$lMb}O zvFpB^EC1TSHFEzu8|OAKt2x#Q+wa6sSMGMfsF8Q5 zCaw#L`yI@#vJQrV0g4i+V|LZlS1;uSjvYD5tu!Er8U2Z^yldjshquo@vRrn}66 zW{Ae^K?7gMZkDG`G%&Fc_*H02gA0db#dxh~K>2rKwlRbTT}MKApN`N#>yxFV(~dqk z9r5ng-(!8C-NT)|n%oB*%RgUvp*}E`jepf4-Vf^STn?JM`=RSbe1RiJKd3%f3~E*G zhrX9Gm!DnjhevjqEH9e-;jvNuTjiO4c$!0;Z{AM_l9fXF`eQm=+`}_r*kGL^l+g|gm zwOj^V`b{@HD=`4(ED}pKVgn!&n$W3uX z51RpaDZ!AN!1RoA$tR@`z(4tWhF>swn?~MmVv+=(I_`Th0Jy_raYr%VUM64E!5o;@ zPCJXKp%P)-C_D&-lj%Brm~RtxtQRrWtNk?&i3~!>rRY=_Oo3}bQs190%~w=?&g24HN5sa4MH0kG^CCCn=hfbpG=vArr-ezd{NJ@pI-e)M7L zE}j7`E8i0~hzt;*tsGQ*iaj?+*9mzG1{iDZ*%Nb#0b(o#9@XP?_<7v+#_uUQJi=e# zkg2A_?#0ipp-pt~st_9UdWzNKcYzR35*@}W*bV(;>7W!~rFdw$A1a+rK2YuG2g!%C z6F++U;hUmwec!EqfWH1yHER8!RmP@P!`ctZEjNanu=TR?OHlObj()IlGWjv|x(`$$ z{O4|P_rqOFo1n*8eK38fZRjf|+qtNx$KLe8WzXTyk1^Z)F6%U7?j=;lRAKHjKC&mA zrymaU#|;p7_QOB7yJH5N{gBBwP=hUxl@|okq+5atzSaz>0r}JPO95YhcbbkQ;${YaAj_&OtPI0abeK{ zDoi>|jP+`z$}wO8H!l|x%z%@B_>VocWPp@ydsb&H14?hc87jHJfcI_3chp8OfUouY zSru+L4O5Vcr;V&|t@Di5p-GN7|`p5Q&n09E6+->TOcU=-R} zIf2z%glySyhcN)z!FISd^FfFdl*(ZV83ae$6NVGDgV4Nf?*>cGAW*IR&dKXB;eJhU z!>#B+sM+UW8hMNfM`q^ivXz;Tx-z@NM2QLgRottzqfGc>{JBLrk_qGdrMMfIY$HZm z`IxPbULRh@400xH7(_8aIiPc2Dy9tz(U`zwD15r2{*(zlj^klZFi-o(6c1u<);H5- zpE02{eQwDI^Zb>pJtWNiZZ>K{(b#pDzFInCHkI7*ti|Muo{8TcgUv&~Sz?X(?!pIh z9_HC?=cZRM*>{q57{@YUntD<$9W!@6+3*LZqf3h8i8w4D0pHLl%-5sGUVXr{%*`s6 zi)X^9lR||bW@7kcb|4 zrumrl55r1VG0SRR-Zx8P!V|MXTps3gO1$!cWG2LfRKKNSrt_#o$DCrqq5$rV3ot=9 z(X8#-X(ou@iq@bSFhSzA9XTm;5WL@8o!Ol?2>bkB8{n@E!v6pO0RR6K*LOVC-ya9? z5Jh$h86hGoqeRiGL5U(NRHR6VqNS8dOM}p|lghX#+jZSN?9H`Ti&BKXnnJ(N@2}_M zd_L#%Ip^H_{+#oE|C^V1V{mB~98PVwX}Q=18;;3vta%rv%{>%;W_E&1?ov2N??ik! z`^z%pPSh~XmRj3(BB?v3jmGIfYR7~AZ;>7N_M#&&+O-2a`pg1n7#)~-(JHDD)q%SP z_VblwJ8=8_SJ|Z_?J&4dcbv~{$Mr3=PljXdDEvF|Fn&urQkYe4N|}7vh#B_wrSh>r z{)xQkFds)HgTi@}eAG-ES!Y-9K^i}ET=5eh&y*J?{$1P-PxaWLqxbl5j2y_6kme&} zKy2%hfi_sHUi;@%&<4rb2K!~EeEb@1JQ>l_2AbOMi_7KtXnxf0tM|1H!P^`&>J9iX zstd`j{?`Uq=RfN|1`y+Qwl!G@@R20uNNKHX!>N%o#Sfg@aHs5Uh*wW5%xq5leYU?9 z2l#1fs`py4s{e<*Y+);s+J(jTzi5SZVoLnR=vI9DcB5|eWh)v(r>z~`Td|C@VQ~$u z1xyivTHS^g_?QS&&KtI%V+Boi@8cFIwvv5Vlg(J)pd+%*w;5^_Z#7l<78tJCQRKe6 z8A}KKW%n&>2G##rP70dPzHhr;?SdxQ4IH{AZ`g?QYc-CkO*H@&S_Vsn8}a5=@`0xF z4Orvv_`uG*0VY!)4^`PT;DXU4XM=D9lti{M*2y-2zKCz{VNnmE%XV~=?e&P@cUh{R zslx?VLDhZh>d>e%G$KtiPbXUwo zWn&FSW~jj_W!2DBJtQW2z8bR7S53K84G*V++Y(o+A)Q5?Ex1;Vn?ucD z%cfPR@v2t-x~2*`JA`6xy{<%U>?@_Od6m#>FE-mBSc&<4`_BmLR-({Mu*qrJC&TmlZKVhHvZsnVs$0PR*uMM=Ttz`ph`qNw*tv^Ce~;CE07m< zc>c-b74UjDAtJM?0(S$y+lcE{KsG>gvxpwi-@;FJmQdBJU2a^z0|}CyxR@iJ z@s;qS)~yHhTpsv06BbJc@K7er`ddlZy+WnfNsosF<*wP^gl;F7{!Y>7Au0Dw?%|U> zh>lk65)2~ltDLHNNw|I4;T4*zd5|32mQY3bQ=NMDxDgMx-UhsoHs)a_Ww|DmaA$P^ z*VlvxXRn3w)Iu)$uW3j%oAU5WplD!aF&EKWuzHY?@yF@qqY^I6^1UNP&T;Xp5gP2Z zTm-M1gI5R_`nyYhh@a;|YE!ak8KGqSQLR98F5+TNGbKa0xbWw&cbx?n^Li^XudnCg z(B9KRHXFEjCEjBzXUT=iI}zSD!ij<8!FnbKnlE%WGg%z`TB)oXca4MTU)x^gZ{=X6 z{k@!r)*R5}7TWpQaL{&3rQc{92g|Pe&MDNfA-*rQ;^lS@)YL+c?y=?I`i`$|{|K)H zOr-N0*!UG0w=t}djrAYZqcoe?h&LEH+(;Gyw-5%V>X2KpZm%`VdFM4q1f1sjl%6S&MkBnKEKOtDPgj(-)3{uf`e={G4nT8 zb6IGSlPmdJ!NT@u>igI4Vu9_szctX2h1$>hSx=l;xUF;{-maI4rAanCiBSeN95-Tr z7-QhW^y9>YaRwCWTQ3_;GJxQyK zDg%RKw_9t&8Q6Fuou+l2fuUHDGkW3-%n+nHw%Q;C}betrez58Y*9UTXfd(?I4D6{eW<+X~A>i9#fHhBh&gTJmE(xanu?s|r% z0UejR1vPyP>9D?Ikdv{Rjx1HbJs*weNEdet)i$9cERXch-;|D&;FA3OHFTT}J$&l# zS~`~4jcyI$&`^0q{7(;;h6s_feGU~g$f}d+9hEc$56#_|aHb*r@t*Im_Ruh6zmv6d z9}P#p=59$iK}FqnaTm29DvbC|{#i5SxVXX6OJc4Ze}5>wI`*#|W#wuWnP;gueMS3_ zkRTPu&ifDS6r#dW%AWsZJ{7)OGwa_7Q!#U^WuN{6Djbvpq%SX|;@gjb5cjxpxQzU! zQ{u}pELHwhF|i!~#KJ5uCzWGOz&UppG6m$}jn|6GD5&=mrcG_5U}=Y`-(D&OZS~re zWEurslpgapbPA$H-56?23a0 z4^l9;&%@5wor1xy(qmK)3dU38ILkaK7!kNZ9vv^k)Y-x4lapnb)SA~J{9hRyoRU{I z%9Nq6O?chi#bqe^vvQ^Lk}^c~d;HaqFT=qrtm=Fc83&w7pM>X-F+O!sCwJo8I*#v?%7&N#82UYUoksn88pHFw^d-CumFQUb^KM(U)M0<=%C1LuPRv z>Q@C(OP1u}{Q14AJ_>nw@-W+2T`3Qy9Jk>i72y ztmRk{i%x?6PXF2fFf`%%|!} zVEPQ}Uuq&@qt@G(0<9#R6lm~_;1liL4w0grBv`({qsVR&E~ej~6z?N}8pfCxJwQTD zOZ#uhwgSEOdK+yn_n z`*`I~zL5|m6}V9TI|}&7wuvel76ODSY6J- z&lBfInOC#$*01I*u4kc%AKk*fN%Y(KB5d>RECioS@aNpkf@Ri{m7Ainpjz7*&4|u| zmzDpd#e*z_%z3(e^&rN(^1a;uFfrbIA@NUMBrKGlxZ>kO!uKP;riOe;_?Z}};d7i= z$Ei8ya3C??o8KNB3nIZJNB7dFQzTq({1M=HmV}f|Uk-f^A)#%NgY)rF5_U!$v>Clb z!j^D_b%9ri->a-o>uWf%ZoOAhCvOn{$86`+_$?CBuS~QD-65ghXoxa-j|9zdnT%8S zNvKNRo$y}_37G=4s51{q*xQuy;QM0|4p2M9LgGpA3tlMkCy@kq1);2~DI`eBoT?Ik zMuOUn#lbJ16Yp=B_fw)b3**)g<*5Bxn739_Fz`(l!daegl;3AT+E#1#CFe{`?_%AT z-)(mgHh^AQREqFOBluGjUO;RLjUS6Z*anm;as0LY>T!Y{R3O7*Tw> zKjT;?eh-OXl=jbr`MZFY69Jh}I4!9tI*)|6Ha^dt1xaWce0@84J_)M)h{az-NZ4&s znHx&Pp-5;zd4C59lvIH`JBT<;`#90c=q2HTUX#H(A`TT8pGn1U2sdw?G$!Kkx-V;8 z;SdSS44Nd3KaucodEAD=&mq<>Lah9tD7nxX8al< zUt}9@`@F(qze_j#*1krVO!uZM>t17T)#Hjxi`RI}h;e_r;Wc*q&Sq;9`{4)oMvZ`WIq7P`QkEXo|(etbGarWZNJn!0k%sc+2yr@1O#FubutT7)CDYx`P zcNd^=osnypQvviP>#l`s7Gk@sA2U#^5JS-ti^gIKArRvvToqf0%(2?8#}5ioG&X6t z_hBJcZms0Z5=K?+Hn{hw5E73Rk4?=MqS)@Bk?C9^^q(}RUgj6Utn`X+=EhomVk0q2^LpyNF$hB=Qs&hNPWI9+AhG zn@zNCB4gF(dBS%J$Plbqg}{U_BuF_MBgTY=j0C?YR(a2;&A zPeDZMALXuS3RZ<}Eo_USz^P`qE$ehS)Lh>UJvvj4LvKG)!q1lD8P`dF@uzZ3R?J%@ zJ5mm7!-iPZ&*f;{W9quooeH8zIO925j(4}o>s}tBqK9c6)$2*cE77GVmmZ-)_0`ttQwgwua| z_XQR)aA2U*Mr9QfMOte`q;#1`3x5)@M30H>@A@Nj^_fr)vY*;vzyzmhaaFJ(6C;6- zEuXGtBJ|FIpjj0bj9gU%OqR1?G0~iQT#bdj!YQ^H>MW#i^fKOQut2K%BC=eQ1!2=i z{q9;sJ$WEIEomhSoe>j-UD_SYtU&l|9` zxWd6P?ZAo_Lhgb7!+}>h(4U%A5)0>G*Pm;nBtlwllbtP5_lI=QoHAG(h;NHFvSD*j z75m9>m@wpN>6Tj@4&Lhx9M$4-;GiiOTS+)^cPZP4$3aWW$8W+F95{NIXk-!w%@o;h ztK?u{S}buyh>Pj*cH4+54gz~`mT6UU@OMf;rh>4uf0vV&2p5}v&b9p^j9qN5b9Vt3 zp(eAR#1?X~%d`69dBPQz!-Lg?$+X^WHMh7>d4Fxk|9$rOzH~C-)CF%x`3f#L+jGOo zf;?!v`nPd8;lnNV8h65Zcy43MY-aJW-E8?6HA1WBT`^~vJj^;uY_4YTz>^$)v5fF& z!%gO^86E_^d2XJUD-d4cu(gX(fk2<%GHVG#L*#yrFAlH70;c_e)!a((`quCY=2t<%Tq+}#@Y9YO&8LKS6*zubgmOO~*-{8E zo?s5u5k7j)U9B8h1zHwchuu_#zpoc4GYCaL4Ia)SRQaCfVv$^p-QP?KovT^ z%kX^-l^ zb4PmWpnsr1+v89@EGeIk?R2cie~npB4er%rC!IywRY@4WS=}L_0m~K?UJdMMfVmRY zWm#S$H2-aR=I-2xt?B#&=5HIZGa&ZUueL^P9PV4N*}DmEGj;reU7EnyG_-#*p$V_0 zlx@<(n&HDwtE2`sLp9>~_Sb?fV9(hb9CBzO_Fdmsl;I?N3bm>oj>eB$A?sV@qc&Qa$PFfC0KU)#yT{~kq){4Av-5q}|+EDDNq2YhK4Gq^cbnM&PK#I91;p@mp z;U?kaM*(~=lIlmg_wg}1UiL%CiVr)f3X^5wd|cmlhBXz#2fK7-pLhx%ll*h-{ub@9 zQ&kD+&1gsJ)HT=hx$QXoRl)SwP&?Q{q1+nP4n*0m5`R6}4yLc%G0)W<#Q9o4BX8&c zhc3hUP~L&lqhEfXL?q&<=<)@>8}D`FkGX*6FQfy!HWB~1$!VJ%_)NO?0v);Bs$-Ve8vH8P8mtGjBJ5TCp_rcuS zI(eOIFYI&O1KtsB_Sg!BvRg00EH!W6dD@HOZ)*a-t?EPjNTNa0fnH4L=xki;-V3Ae z`3-M9dg0Je%PCdrMMRk5!U2_D+_(6&=vQJ7Y`t`URcQ30HYcn1l2$Ls{Lg|PJ$ryJ zdXsV)JxF>#XW*~d18R_hbc%Kl4quFp8`15-E$7uQoDGTg>B%=&3%X&nB6P*Nl5Vt( z3o58kx?vK)Bb(5>5$C1mahlx?w-ohVOq*^bH>B@zYV1O9N`m0>$6ZKu9c{av(1j$y zV|o*wU8o<(uzz{93vp_j?hIyjp`9`;SQOL+HOuOd(vU6~|2zKgxkwilv)+2#Nb1DT z=+tnUNhkQD*_*o;cH&K```R1(Ix(vGUU_F=C$Wz;owb!C;;mg}#_(PTE(~-p-1e#i z`kTp{?qR@}Sy>3B>$W3+{&Dc^u6DTkP5XGSZ-+^9X_T&3 zJESeu^_u$lu(k*`qVV{T5`FO5x1W!#dyli;ary9zV}F;h*dYpHvDE6?a%~DQ1L}a|0bx()hku4 zYr^$nrwAo_BTimps&&LR;#FGYJWc;bwD&FEtC-&alFHRZJ%#o7`E~LmN2nex#_tB> zKh;5sRlo6wY(3O=2A+F(tPU@IFI6qxUI)0H8rhLl3(4j%xjiAZ*rgnw>anO6Lw!Wn zl3IiE0L4utqZ(XI&NM9)s=-GSm5849YS<4fx{>8ojVZ>fv$Dq37`d-0Ycf{_$u|?P zqV5vPMbTpAsxbeu`Q(OYmC$N{A(UAY|+ZB*>`|zjDz5=onV<)`ZcxX00DC5H?&f%E&1!(8N9cxP^ z6L>H-%hTi$I&bNY2~Oled;ew?i7p;;w{Z%|gr~M$zRo(tL(oQH#tBazV!1Zv8i#q9 z?4JMqEurwj-+S|q@W2sL7oYyj#hga=#n~@hY~E${SZ9oj`|2F`#6m8#KPNY=F6QDc z-DHJ(C>OVKpEsYs!~j@8r@zG-NM>`P^{@%n{WUY8>qjTY{f z847Hyk-QNr%VS}wT&mr=Di#)X7uhYZWx+)ya{kz7CU)y*+xw3(K{aH|lE<0YMcrZX zAe^|)6uo)-IupNQ`_JyX$%JjOpTEvhCRPc>yY97MAZgdlbzCA(c8{-LuVTqS!m zKr03|>1?}IvXKF0O{Hspz`*fn0RyYe45S~lt`6Tq^glOnvvMn8>am>?HVjz5SapQo zMaLG^ph1HkI_y?_-uASY4t>v_@B008RQi5i)Eq=dRKAHzFa;NF1-3KnJ?@N4`i@D$HEm={EW_@k^*Hwg-|Zo2t(Y$?O|cb7Gy@5wMBH|fM& zBja*pyyD0mG8nFl6i4=#!tN=f+pM}2tBu+Pj{hq`{O@z29_A%Dyw%ZiRaY_oTKURV z_7)>WVeCTdKruSfo;5jKBI@D3N=D4(Vz~U6^bQ~wLFf@ttL!bpq9SVT*L_7u`t!jt z-n9slAC0Ol_ZML-)Oo?kfg%`Qbv^OzcOg8SAX+h92)FKGXYx!Tgc5s{&Y2g&TZkgI zpt}I~nw!WTy#;WTx~ULyu>d2{!keQ`=OgVmC(Y%2KIT$f5~nW_?Uh0Ce&PA}9{>OV z|Nj)%cRbbK9|v%ey|a~>ok}W|^_EJKN|MOP7Y&hJNh(Q5l9d&*H(ld?u6?dOl69|r z36&ICk)7Y?_t*3BK96%gpYu8Qb(uIij(f%Ld+hm6Ocw-@W>)T3%G8e*u=Bo!c zg7U#fDgKdANIn$q@w>j`Z9W8fUJPjr&j;(uZ{;pg`9K%MEyNm=55Wg{#bV>~!C;a( zP==NVX7rvtIiq=CpL2_6|9BpF9eOSM@oOIF?DLLMnaqQbW*V_*Di5As4=Pff&V!jl zUouL5=YdH}pXrE79;{y2bJ+TD9xUFRp^P5Q17{&uD{LhX;eA#_c2fl!tPg8AQDTg1~~>cn~-gJcRMbB+W_ zS|x$az$2-xmLyP!-JS1H5C>ixOzSs1W8nCuj0PU=STGYLun><&LYcg&E9Fo)B-4Lo zy~_0p==96>>4f+}@|@rA>Ch)Y{+p7~^W7EbvaJhp$K?^-Jy?FE2hXjGUd%yD+V@1;rn8Y}<$i5Lu^fbr-`48c$VKr>Pg1|u=Ary*wn8iALgWMb zOIs5K=-F24%@}zCa?2N0Tli3fzB~4Ru76R4^hX{qo_Sb|c41`WrpaP7N%S~cXI6s# zwB8&Md0m2p)%FQ^ohn6B>53O@y-SgZz<;maA0?vef9kkD5s2v08<}5Q${0G5nASpc zz>qc5&oZ9d7#d8x$fBEpq5kRjzVUlWC}8K7*Y$jU=ohQ&~q!17G5(9-E?KL zTolBRa+ao}A}+u5ISzv;BKqUx!j2gek#|#lEbTH8-Q9NY<>MiuzI#pv2f2x8b)a_M zfQyKN`M6b_IEl!4?AeHEa4C`sS?<-+FGZn`jA!>Sm7?2P?d&;>r6@O9R?ZFg_k+4j zUcVC58%ZO?=#-#W2Hcr$+r_9CGvzk$DMlT)?#WDP6r*$4IN!ksMJOglY`s;j2t9wp zG83awg!b>+H^26PfRws5*xl3#NOf;-njC~eqC_O7RaPPTfq|bSyjV|ClQi;64loTI>2#%q7FK@*n*FBu3bE)r8*h0+o zYc@QegDC#V@o*F-8LarPJOmN4J}XJuy+U+!aU(fedeIoaO4$W?}P22~`(mo{%W-l<^NwgPOKtuOU{4^OluGB(yyK zP8(2o2WI7w$1)e9LHPS(w}r=hAgkq_3RX{q?B*A*RFe{cf0*9GM>qxe>C&%66H|fw z*uim@Cj&Yb*8b2lWrA@Qv-Wyr7L=+cupjiv0k81-{f`;({pq=Ds(3;k7_9GaArSK+ zDxP6yn{hsj-q#MQUM+-gPc)|wc@RKdsnq15a}fj%yG!V>6@yOs@SoD0VsH}o{$wFi z3d~nZb_On&fXJf5K!!#s#9oar%`zc^(dK>rCUy+s-pL2hnlWJ2R?DswCqYX3pZ)V* zB)Iz#EEaUipzey2wrWZlQ%+aP82i z0){=+z$Ajv{pU~vn_q_+lY48xmF<{jbY~5ORM74DqK-hA+0WaSgACcv(v3w}$UweO zyYlY=8Gep)l%JU-!&(ACg+>7vVajX_{B}L8BWa{9A z&t86`$U4wi8xDC9R0rJ4icwyF>mbvoSs>BA9z^?E@143<4{Ik4=9U8L;r{EEaNWZV zQ1tj&mW5pduor#RpNVXMKDVG0`ZJAS$Lx@9;?)SjWM2u9*+!U2GuSUB+XMsFTqQfK zo8Y|WVo||R6WqJNr#nP#f@9NJ9(Q&%!>cm=MefVZU@AXqnsA{R&ZsIrujy(A2Sy*V zId2PW2OOz6WZVMW#Jsdm7h6DgR--n zn_bWfg!h@wH4JUQvDfX*x286Tf)AUI32pFb4N{hzK0&;pySQxBC-A=`E^9#i1iFcy zf7V3W!68B^}36Vr*H>k4|9CcaO{AeZw2(r?{$Et zRD0q@o=#Zojq*Cn*9lBijN6I=!SD4K?Z_0U)~0X=APThTR<=vxp5(aPyAzjN z%IvYgA_Zm~{|nT_UH$N2mm99%RbLTKIVw0e{%ADB_2fFo9g2JQ^o@{CT+Q(QOFZ&a zQ1P3fUBdm>m3%A|chqD3P5xUd=qX+O$*MpFCq8wWVi*-T^nRar#I?an4}HWb@vMy4DOC6@pJZ+{zz%$N( zR@`gv4d3v$P$5_Mt(^_7?zb4r0^HMPbBPzEnide7I)A;*K-ax;@1Ur$4~h9Mi;j|?NsR4xw$VnmI^g*d^pA9@%!6GjVUEi zp&@Hcb4HB{3H}^cOPHuoR3*cp(NBSkOJXwXLlj6Kd#*muUQ2X23wf3@P?1BU#=aSQ@Ia98)tsGDF97+YI^B@6WchyJ<0 z^TIvQP=5JY`7bBtx?#Cl9BbIHuVdtxqi^uJ{;n4h#Sv}lUUCXp#yggpX`^5)*Jl$tI4_8tA ze%mCr2z(xcts{Q9u02q8aG9Iz&;!?rwV~DFJ)meL%eYk514I6b-6K5sI=Qrv=NTzb z$|s;or%VCHz>9ok7zN^AkCuJPp+H&4Y1U626u9G*bTi3oES`0^JYxLR`81nHBq9 z$OzazF~ivhV+r9&w9|d?uIfuFJnaLi$az-mNguq`p8R@Vw-1Vy29n;__d%&^u@=ul)82lNnz>jYKG_ckSv8E* zv<9HCn7wls%K%(F9LYK?JOBX_PUh?5{U9^muE_Oy04C7JpKtF5;JuBBX?*SgsJ1ea zqaO~y=abcJYuCJU<8%&SSnEVnZMu$H~fbWeAR4*j(AEH3Wf;-JBjsL!_9S&=^ke*1C)#W#n5VPL$^yd!fSuRqTTOX5zfI1F{n4TIVP z2~rMjbYI*chdvEZN42dy?yFOeWK40fBT3;AxRIKasD9ke4^8P(=V~pL>>@O{C02M z!!?k-jcRZ;=v;icFX8t!)|9cqh14I31YEnz9P@NWG?>U1lDmv6*_vUPg8Qms!f65b z=|Irylb8Sh+`PHrxK49-TgGt>j~<*nWK4tb^C}E}xQcZzC3ldq|$JA1+Ks! z+<&9btxuWKz=P@flStf$2@{E5aXmeS>knU}fu;GGg%`NN!}`ipT<)tWo-$_my3cku zc;dEp(Rdqi4UJzK37F&aVO#ULiEEe9oJhn~V462c*+GM}eqXl*T*Lc^W-_kRpm8;P zbs0C0vo2$to(2x-?)#!GXkg{yd}R{%oHXnCW0o|~p$-Ly;0_WqhG%h6am!(6D;m(5 zANf+nNP`QnKG4-L(ZJl2m@dacgTv4q&(21JAc;#MzpaO1Hn&h7aSX$W^WV*KZVp4f zjCi#4-C>Z+SWY(;9foUBWh=9i!}vK~RI`CP1V20S*8@j~VA?s>U+32l9N!^&Kf-tj z4#X&46yqI&N%vDao;`!`FhC%@;rk#k&)43PwHySr&d=`dHVD%XFU&uj830+qz5@p@ z4Z^DV{Yt9PAYjrJvi|u0vzk!SY;|J*z8v;Hy-RTb#t;0ge5f%1^!kfwb%p~Fen?qL z-M=3eYF}G9M)pI*!p!#voqfRf&%cp+rypj9EX$dv`@ol<P4|dNPAAO1MFKyS3 z*yxA#L3`@`rNXp6*xB$JP95n3M&}}X!lzz{G~+s}G}8+rT*J}vmwSPu^M<}yJ^nuH za8y;h-wVnTQRIIhNg=m&i#eDl0uzPV?MbB+T?`V(=%G&L!#G{c83<& zRVv1;Kidp548J4KEi^-c*P)LeOPj%ehmgSZ!)6e=Jj@&Ss2L2uU#k1--3_SO<=I2W}y*x{er+p=cXob z)S>$(+}s4?W0EgegYotqp*A(Ru`fNXp1y8^m80$NFNQS1Ts1#iz^*2E_p(qufUgPs zRR^-u_?uuV#=UY>pb4Bm%qHp%HA3b7kZ=Ez8bL!&bn=UQBWy${7uqQ{LZiC!slFy$*#I4#z2|o8H9*_$!IpN8 z2B0`|CAe@kfK2wTeK&jSLEzpEcGmuSFif0V$Qq~z3S(n<^v!xWpp!2xdb=LH5B_-; zdY~R2`e^-@!p}un*Y2G*TB(D)TEo{?tN1zTzf%)|0d)|WmTYMmSO+8hN2>PV=P2RK z0|K46)ATo!yk6BoO4-3je3$Ehes1C&5qCaOF45Gu4)lXAsjuKJ^#zp0T&aU&uWNOV zo74f1c@^UzuFd#gSMRHJpicUNMy!isAlBKJ>tL`f~Q{XOFB>r)HQb7V3~ z&(y-7;uYyJy;>-;C%aA!kRdF6B}ZY13=c~53lF4|;nq0c#)}Lx=*gQePiB&#PMh20 zf*Tp=nrRWL!9 zrzxCO35piGErl(o*!T0zmiIvE}a-@SK%){rHax zcz0U%$m6LBaM|aUQzKdd-m$qxbkh}(nO)qcJ5vGtMt5Uh{;q(mQ_I6GvlYM=`)Z6+ zsshLk-_oy0R{%#BSuJ621+-)w>-Z^C0riqP7CLej5LI4pmnmNXoU=TcvWgX8|3$B+ zO{oGZ<0Ldn8q4u%Jo9a7E{F0E*O#yD%0c3en-)iW8Q7mmI;nB24A5rm)VC95P-7pU zZ{AOWFFH~7<%1-MI&u0PZI}eT*?!yc{3KwweN5(zAPL&7wu*oJ*4tX(S9zz29a0tqg;c3To{#6&T!PoaVV%iNRyp1&{P949>coy!Km)1jo;) zJyY6Cg1i|syW27(xbvH>I$f3o8A%&!6LKVwB_t|HE0AC^X2&jD#sBvowog?eL1O*< z@Weh6c=KqO?%huUmyI`H><*BiB(x(h{U8aHZGJLMs*nH%q%;*&Nx-GK%iHlV2}B7w z8|hsbh_hI*{OZQQB-qsZAO!>2sT7(g6@$Xjz`F8Y42q1^hPV1KkQunM_|_8x?R_c= zJ@+vPo~VA$_Yi|n$Ms+nFAVq;EL7e-!r;K2H^g3V42-6^4hi~TK%P08XZi$#^VJ%% zF;6kr>+&S2{}~4H6sn-`a}4MTJ44OvfO^O(2saRrkaXX)_YJBxZUa0dzaqFAGv=}90pU&+j}lLTglL(laY zNpMgxe=CTI1oV$7fvwDVZqU{tHdYdtJP~3#&qjislA+tL*-0>Zo_EKd91MQ_I?HR7 zi-Bshw@^|Z1{t&YyT0UOU@=z4E?J0yV1oqze;+aMjVRDhC17yNDPiDi5e7~oMVxXa z7>LOW8#wvy&77#ITovX53!t=+WJ_ee2?t+U&z4!kiLc2@A%KarGe0sTXqI#JK zTDs90^eaTTmNKiLw@QTjRI*gi8WFAxv`DqC6G5!&Uoq<@5rUQU_Zw^xA&?T168w({ zqijF=+qQ{deEs+hwjCI_84G^Yr^n#on7HLj1`H%bwM@x7F<|uB5MF1*z_Hgb=P)w{ z(=Sp^JF{S*70Z8-9?xCH-W^jqc<#gl)yI5$Ft{M{*|-+ZpVa%fjvaXJ-U@iU(ZzEY zVsklDnHPgZM(<}XyD*qM`n8~h4}&zx>Frg144xcK)B!;Z)(WV10)#MFKO@!hHmpFiH0DpGFM=zZm$r^D7Qr@V1f|SHupA*+b?zbo5|eE=s*MORb&YU8 zYWgGion;9AIsXwh6H_OhG(Up-U+1?xr#=GVTiJl0L;;MpoXh^BPyh+iycPLA`Cxs` zmLe>c2W7+~UlbDaAz`%OgY94r%n_+X|UR_7`CaC0y3gf?2&BApy0JKsc|_0=5u@B8ipo- znYH8H(g!gxby9^Q#PSaAu%8;4{t*eWFRtsR*}VfBkI4rXq3=NdUzlE_Xe7`HR6PB} z6bP<-8l$^U`T>t-ASAr^gRY00esUXrFeZ8Hs!7m8NWLJ&*>CFwFaSw zp*~T_K|BHZX3e~zKa-4vx9^r!DJG-iq!r)z56Nif7d>W*Z!$V9`nK_Eb}I7Hmf;&b zo{naZi8b9Y$wbZ*Cx(4hGm(EnXGM zT#$#nM>Qy_()lP#lI;6Stq|QU>ImSLFGT81He56@0+J`+aaR{6An92q<%`z{i12+# zSnUb{HFQgcrd=YSIEG`FIE0GOrPp<04%dp%&ZlEJO+!T}V59bm^6p|(n4rGOAySM? zjd+D6g^JPj|6cekUn@rM1(|p94i}@lJZV8mgT-jgi*?Rcv;<{n`zVQul%U4UGW!9c z5_BZ^=&u;T614YporIY{38JnPONjHAAj$Bbk$-lTASn@+#;?33sB^OY(NG6|J%f2M z`*X!e)uKjFnW-2>J69e{Vk}0Mdz6eU>xxkD#Mb5)jUuENO5-|>`>aLzh4l&ntqw4) z#Qr6qoCg)U_QeFG7@1PyTSP!Xrvox<6bVT1;L+dt9|@>ew%|#WJON4MjB3}(5fE2G zVTWDAN8}rN{i}|~NA$~$xjbC45Uo#mZ~5aY3Do~IP%1-S2o zSa%>IE2VT=@AO4vwu6fff%g#|3p2ZR_hCeLbpBk?+e<*+VI>f+;{{_kRcue+4gi(i z94;r~UxUh{yJxEDUcmt4p6WY3VbHaZ`_NuJ5(wPP!oS(0froY6+VoO9_-?9jSP+sx z=gMGUu4*zYrFs#+K2C-I0RRC1{|wi8JXCEI2XIM3g-9V3Wlg2DsMJBq8WPHqkhDOHxX&DCxa_eLwek?%X@~dCr;p8?U=jx21(LKz}-} zeA+MrI_JB8l>WT_8hu*M)CQUS!Dej?c53%m=UT z7o9IIAQZ5z3LM_y z8)dLAj0S;2JU;vKXyDfzx}!F^6x!!}%cWV$K_a8{nz&p!)O6bJiOs5jxKkZkmQ|IY zF5FTqx>52r1EG|E>tt zgVrv_(dejpxUqRRMI*8vMywJ%BUu~Zf?Zs%;D!b$dd>goKhFlpdKunP@7@6JX7_$S zEop#|jrgswumNi8m|fkc8z8~|*h3@JM!3kMIinKU2m)EUwTGG-VSC}{=BUF>Q1(V5 zxPsIKabec}Z!a`M#rYl0NM+Gg5!@ zP&YW+Op(o9yMfOv%0b(%8`3-jt%51tAZNR*Kd9IPt0D|8rGq`-SNBikVO0-g#^2`e z%j$vNKM}{YJbNKZwA$l=P9GfN;o47=>4QHEWue8?J}{ej@Pw1SALLa}2s+XGAi2x8 zb!10B{KQ+jKc4l2Hvdf7+^2r1YhO9(__`kk6L+3o+BE=GX4hXAunoW$i)v|2!2wuO z2}`t;9)JqE)rf=50Q_|L7(JLd00s$1WYYu(p~BOM-hX%y{s@LMUkMz9$wI&64(CCz znm9w1OBw|8lxxFBpAUk5u20q5*g;TtASv;74T7!ddD{cMgCHy#!)2{ZhndIVFsM$4 z|E3HgUq7LPli#REQa_!jcZ6nQTfKf`#zpH{_rp zU^x2AA6zl4fx{p&{wvM*!7vy{_;}?}hC$TN`NWN!VbG--4Xw)< z2DeRt?9O5gsM;~O>wpyl&OULE6trYOTMWckW)yCKH|{Z}D6q99uUZsFA?{Us-2L0^#F}TaJGr z%w*xesh!CHfm#`v5yI|2MydXx0<_?ICV`F;;pJBGmd zlL^!E$01lt5-v37|u3tEsN$4m!AfJO0-H;~>m#(G?e;8U)=|%X>}JgFv&X_SGvM1c^%nkB10f z9NyTtk2(kq_gyDE314jT{(*$2t*YZP2=n*-cB0J?^|SL`X7c19u;avMUS2w6io2}* za-_o!-J5AVm*{X!HSF@oXGC2nSDK5q(&6eM?^;S09dxF*?f&(d4u_vPIrV4Kf%bdv z!Mj{TaLb47>8Uc}`?lxG&I=F0pLaBc|H6mB&{FE;5#J$@dgi8en|&BooL6N!y@ud( zwD5;G)geeo>lrZZrGuxBw#?$WAvihLyI0}J5acG7*u5m`j{S^N?`5LSj__r5JI)M2 z3>lr@nhXOYxtSvMa2NzlXNvM{hT%Scb7l)sS1l`spQ~aCuex_n9%q1X@^j~^Lkzg7 z-AwjAz<|(Zi+QhL1{^xEjah_n$o6dA3BpibrQd#p`%~_W_YCSX6ZWyNWJ9M;Eharw8F8WDr820ww)F0LwhD)B~J4Ez`VcTlRaGSv}JdSP2$l5Rr zoBxWNN^Kg3?VMecoJ2oeO*6$7$01PH`qtGYLG)2>*W0^3M1R?NbPjx=L%}*q(~B88 z@SiyNbNyF39NqMd>#G4B#O69iN{op*&34-If}0L1^gvPB>vS;mRiRY&48kw|oo-dT z=`iX-ia0bz^ojrDJ9mkGm_DM?ziwd==2AcPy|o#H=!N^4qe0DfrP8IR=~fPU@nrVyzCFu$>dccP#l44PV}+-mxvpvB&AroA7$q#e2H z!~4NTJ@};Li$0KYnXKnE>j!qtSNtE3^?`J6p-k=hKIo%3maSeU-X}g^4Sv}6!C$}O zZnmI4uy^)Ra}*)w#k>85>U$uhcg)bkt_Rd&)H0qW^+1$o)&+Zd4;cTA%x)3t2Fa%w z(S5%YFo?sxtEmItACmYoYuE*WqvbJof(RKdhT#fbAT3JfQDyD~Q&D@p4|_Yo`_bvH z-vb>Gap|H4Us5}8eOcd`q23Os@|UO7AGU!liBve8)CSYZOY1~S+u)#Dv*oYuHi*#L z+P`(G4gSfl`-`z{5WMVr=oJh(a==sOga&redmH9eA~lxU@FZzybGNylz}X1tAL_@8R*QmMmDjPLtkD=$6KLtFcfH# z2#P3!p2IKiHmoayS6&>ohhNdaW*bLxs3r~gcJzLn{9X(k*O@dVnW!*h@vwJg3l+qK zDa`IWsqkE9E4f{Y3h~Y6j+~A~khu0E%Gjp}_*9zmX-|tFo-JcNd3_NiXA2bNk@La8 za=c|cB@aHVJI7s7kq3K))=XFm$k6G3f-=}hhJcimk+Ikus4CvOd)uRIaO(QEML0ei z+E3DgH{Z7l=Dr7aZ{FF=W~fLbarqD zw|*k@Z&t2VGfxEWTjeI(?<9ialg+&zu8ANxT*bv|8BeU^!ml!&I9N!`lWCTShBq>4 zEACctz)Uf{Q*k01Hg_=d(Nv;gZSQdC>0^;Fad71Hk28@#>Det@u14rSAWqeb1V!OJ zx5C0hfn}N`dm=3qW?Y|q?e_?RH}(R*#G-;gp`~g_D%uZd#(YtYd46z8@y0)k?R{D!xI^ixA`|V_~TyD{Fm=? z{n4a4BJx?ZKQ^gxCuplb#(?!a%vZR>kRwh$f%+>H$!RjyVpk(^_<7V78NEnc!@#v+ zl}Ow@cjbBdXaAN$mqgUR|TrU#O8F)L$E@wi?dYPu&*dhgCh&BEcS58V04>9%On z{5~J8Y~MVaqUWQl&+0&9AO-dQ3Cyt@7GkR$xM=Vep~u*Mf5+J(R2q6afACWgI!PU| z2c2T9EYBUE&@9HfF&mm1tr&A+!)=}v7o&k=h#E&>F`5PPpEeJo;(c{$kxBp+lc_@z zm;9)h&p+9Mv&8Y7Ifq_t2~yhE`nsx1a6{i`{%chwSoI}nmASG6pBROu6_=M_R%At! zO<4*46_o{vLxTU-4kzL|?n=3B4m4!d zN%=M)SWKH_LJ))t0{&GoH0Zw5V$`{&1=ZrFiM2cb-kSt58fMdrLDO*sR^UcBvVSo$|yaQ<^dU z1$TSRw`Npxyz`G{+k)-UL397LwV=3ex!f+@R?M;e5#&(biq_RkhE;D{afsJW-+`kI zmki#n56Esqm&XN>vej+aSr6)AitQ+T|5RacQagr}Rvfxn-HrlD>jgx|+EIE&Nb06Y z2S)GU&!~qEypiOVq;1)OUsCsI7~2_pB^^$o-1H-HeUW6;EgPG$U!# zfXk)L&3L0a_oG@-6XuAUa|Lf{LLv4>KH2(4Jakt-S^r`qc1nHq*)rXLaP6|#4xmr({$`$LmpOrQuch{d!b*DpC3Ocs;886L8(TryhIC{lDz5L$pfwKCLEH zhxvm3(Yb!L7@!xLc*Lg$8|PFP zTZLMhlS~rTmDrtf2VbvNpwO0a>+r#H+<8z${ta6>e)(RLBHU4m_taJ+Zq}Eg`TXTLhRmu z#fsgy5JQSq`IMLnP-W+gsQmqW?8x1kbYLP6r`$qxjW3WN>7R*ZbXCp2^XYh_@1^xmt8`pQ*;ssJf`s-R=Z={=kg(>7D@QHMOWdt^oMWSI z0`|-NZP`kV!{{raW>=+Sk+%CH&2CEs&S=|+OWg~{iFt!YeXd|!cHGf9WEg~`1Jj3< zH@G5`*t-xt4pC&%E11fhb%BY~8;AF0xk3L8cCo$xyugBcYeS696DV4r(r3ya22u~* zS;wwM!%WI0@AW+~uuaXe$zJXm9O;kRSMntuCW`gS#C%_Z+wJQzo4QkgJ636x!b1Wx zDaoXXpfq?HVbqapm=3Z(v=g3Gq(k@3$;UYtv!LSCo2VC<2~4fheoNc3Ajn`RRcA5> zCSsDZI)t)eBI~}{Do-ZVOG|EfA3z4B>Pnx2>0EFVu@l~0k_~R_?auh`$p-C;GwODQ zSy0pHntoU~2i`QXk-9hMfa;zn!>8_K!Gf)5Uf-K62n8>zfuvkmRaYCx63m9?+ss+N zS8_msjsMDr2iYJyw&=(6f(#=ZT9u+|WT=hz|RYOBbFuwFq6(SK5t(PWj_OZ zoCS(uif4Pb_Cyif5`M?|ict(aDJ)5Uuo#qlul!P@7Q?-q^JmN3sc@(4rkQLD6<(I5 ziD)%bq5p@W^KSdkG}tzcrXLlgy)|e+L8|W z4fY~hT^TUpLt9e`$c9)2NHns^gD4@h{PL`IYK&Tug$U~L_Y^Ft4c5=k}vHkt_BmXxULJsi)*Vgah`snZ}eFTY&L#V!tBdwwV}EKs)0r=a>-%xOBbbW_?qRJ zU`YYFnsQPXfj6=dy;+Qy@Ope1pXO z7hqvMz`e~Q0hpxqYUobSVW{bB0r$xmm^3@tC}0u;tGn)W47taEh_9+u--{TK$gJOB z9v=mIA+H;g6(gW1SI;#>Fa+cr3e)3^13`&L@GV&QLcJ->78lxs9tz%{E3yP8;}MmR z&ND!of&%)rJJ@c^m7&b-g12n1#PO_oppJXR#_Wy3`1$po{Vt)8(C%nkail;fR>>dv z^rrYJ9)BFcY>*m-+V8#X#qDA+_@P!b%h6{TyCT(0+3*a*^%WtgG9IsHg&r4ST3IL*9v8!lF?$Th19BK0WvPXBe%aUK&GHX_Ar-1 zw8>JIk`gRJJr3nr=PgC3ZmN`Z;pzQzY+uF^M0s_?DMsDfNkHAd=^D6cQqpwRa{&$JKLqG68hwBwOFeyGEVS2t_V(-5~@<$CRO53$Zta>=0=areQ;n+&(tqbFAjt6pL~ zc8HI)&_x^Y>B?cNzm^S%bHZ8nlm;9N-zTCT*MO~?xU{4r8jutdv#@Ql0c8!oZ~vs$ zi0=jlI`zjJ(b6YOb;F4!R14bjU5C_!v+;)Bq@&F!Qy{4KlgMYLv$Zm;b3{IK>=o2y zYe7cH*jZPp7W6txyM4i~1+6|vZpa{V?|jRa_v;C}wy7Qq7jMCRA#Xo7F}L6-lsN`X zG~?~=%_*wx&A9Nw+}`s_Gxl1U-?Hax#_Dwsp5I$)!ZNje0}dlixbL5GFn4?tUhdP? zTX(bxH!}_LbNp(=-|lDkb5u8?#QU6+S^kaa`yVs)0&^pN|7-reMI+S+~#Cf zb-fI~w#z0wwJOEefma5;U8G^r>F}w_xDxc>JYS)As02^TJE&@kmf*lOffmMNDyoE? zaD1gq#eeflyX0>bqlU-4^`_fJcs4L-Ykvp@pNYx{jxXk6pwU+CsQEnHS3PQZ=v6K{ z+U#3Y_R7WBn%-*xUTWTG5*fLgOrI-bfx4cz#*X2Fb2 zRo@4lEU><7u@-bW8`=+j&9ys`3l?trN$*ePg2G(utcE6$Yi82a3`Fz5rAVj4d@u*J z8Eo^l-nkI^Q@fEXDF-IUM@Q+lxuE{dYnf_C1~&owU{Y}&s6TkUKem*}DV*XL|31ru zm(IsRBh+)iph&#TYncq)*(VZt4Dvxp@N2A^IvIk7RiCie_g;s8XYx z2daVmvCj5|KoXhi^&c(-iRXsaE7rwu#L4ee%J*W(j~O3&?_UfalTYV0G^o%mCH$Rt zBNfQeG9%9gX>ewfbfl(8DNIdYahPE(h2P>OMM^6)V6J{5u|>EHZl!5$&)r!DL6nf^ z!X6dyMw*wj$U}Rd_SUAoAvkY~8D*0*HNlmDO;R3<~*E0UchsVBn*B{!eZ$xL7#w%@^hZ zzbMx&zm9BBwaE=#NF?@wXNOo4PcD3UxVE7CG#B=MNLK%wPpoSj!%aV)43RgyS{bA~ zAh|fVm0!q*{{a91|Nj)2cRbbq7sqdK_Htk@O z?;CI0zv^TY8!?^58y>UC`t={)T0UWuycfUoGrQSjdbMa!&r>$BJ;OLK{)|mFRb`|< zf6gY=LMAcyUQo~Rf4b@Pl1;Y7%@=ce#U{@EcLdXW*hHVN{m%Pd%03X*WY$ORuikJ^ z<1L%0NL>I#K)b*1S~Un=p)h3K z=s#>3iV3DOzfnXOp1|$7lpjY$}vb2jF$KM<}hmxBc@GREhhN|fDQefoky2U zvN6oL^kK(WHr`4{(;knrp}cczMQv*_>SrhQPBs^#_UN%?r<;mlY+mr=c_ZaNV)W6f zp%|Amqa|K%ErCPZDn;)tC19qtNN?Rt*()=%G^0zv`FvCBPh<&#=Lnr)N0i`Qp7T@7 z@DkJpN>|lcm12K0Z^Fs46qdI$)=OHHg3e$mHJg`0-+py~#)VSM(+wGRGcCmdClPFK zD}_`e(^aXt6k?t2_v}%MI8Danpnn+z>@GcQ&?v{s(hHnB7b@^^!`v)Mn@WUfbT3}} zr4q|&wBC6}Rp<|%>`YIoLfV?(r1}ljkWUnIedARP9{unW*X|nF5B&14NBhTT)>pghVbmU1 zu+9dE-&wJ=TZ@BXxkIYa;NZl8aKr344o-d<-QbeNftI5Y5gOy5Or=PTuFgf)>f`o0 z)?6esJn#1&;lfRS@v!gP)(@AtxVGxo zmZI5QObH-)>;?zTMyK*!e*n=e>A3m1Ku_9$q}vXl?n2t*o-Yr%3Dp;4!$HN}3zdrT ze02HDy#h9lw3*qRNh?CI*?7~sJ%z}?*_7=^3voANyyVcie7t>-qASD9gZQhqn^XDO zaGpN(pzBW-f;69h{jxj*JJ!d$I;f`Mvd*;y8$DAY5SejckvbZ$q) zPCv+rM9wRAxCN6qyG`Rl9uU93^83_!PZa&QJWup?5ac+b4fL)%m@uk!XuT8!W~)rp z@RJ}o9Lia+yw)2N-vZ-*sN4qqe!P#*UU!J}Td#c^cngf%Uw?9yT|wV?+tb?17jlP$ zu4R4jhDl8RJ^XP8eIzD*AkzzshT$@?frR225Aj7Rd&I)ui`1YWpqFCC`tCEOi89EL7{s z4|C82T09McZh^KZ;ELMFl@&St?DV;{P&;p*$yy?$Ub8juq4gCzD@7~tt`?-;=^qWJdIZJ$_xdgugu}-z5uYC zw?03W!2oU2|BRpNIdB5vGSkzpQT=}3)!0#6&|Z}Czu~(L+0d$v@hK)`1JBSc_C#Q! zY`@?z6vUtA1XIm3e; z=WOnW~>59d_DEU5ebQ}b$AlLJ(-ujIY;a62CQ^x#rpzu;Z{zl(tfRdb$|ivo@x(_Pg)fr~mq z{L}8h*!3DCmK!iHX3b_PS3qgOryCfgIA`Z4nYVyPvBs0Z*MM~PXZBxx4nA<=-RRmJ zY^ix1QZ>kdjP$7TyuDnkVeD;G@a01LWwl1M4AnWp@(AD2@y0zOWB$fpO~ovuWxr zm?Lz-`pldbc--&mH-6uYJ-aJ@_Io!YVAnSX_4Up8^|(;D@xNw_+K6^=1Dnu#c}&I1 ztqJ-QFDHIWH{rdn!<7exJnUM%VO{wJ9t6*{$4{zJ`Lc$b_rGbxx}|>y*vgG4e0GyB zC!qm{y99GnZZ<%-YtePzPA)`8x$o37xp;0_mNps8MHlA*Nid@H)T{jO%6qs_oldJ% z_|1XA9xbQoNe;YLT$r{?<=|P*f)D*vedi|nxL-d9Y}Na`FNnGaQc{~mPtD`ta@X23 zMQwn9WmJj}bsy4(8-35}aWL}a*WmZ193=hd@F`mj98=-(>-E$@^xU?MN7mOP<=fS{ z4sCUa-+gr!Z+{(5$PZa1d)9)+^;!BLum%GQn7fY~)!*93*mgOjo+UFm$wG0ar&d*3rmqJFz z!lsZ{0>;T|h25+Y&^}yl3cFE^QQr6>E!$$a?%6amZpg;ktslgrjuyeAakjDI*&@71 zQ}NczD!_n@e!wNmTyW0*6uG)J8zV9dJ#|_Z>PODM%hpdr-(LO&_fMrmB-g8SSy~DN zPS2kutD6Fz^EEa9^~osZtael^O9E}wU{kwz0;c9PoZhuI9@-xll->Lj3nlkLtrtt; z;NN$8M~HAN7|yDT+&@QwvqC_%QYZ@IOPXXkgPoB#QLB=GS!w zqljhQ!FwNqiJ{!TEj2z6lTE9Bm&*k6^48z=$M3-5K6~Wz;}FPdD)XFMA~9ea>G5ki z1e|4o8oS;FfPP?C#DZOv-O^{4HGUh68J+FN@0x?d4VqBrSb(!g@zO~8Chv$$*Wg38D9Yoq4{+oG?BI3Hn%^1T9V=cdU~Ex=YAx1+6O( z;VMpXMZCeBu{*og#SbDR@pyb{08C{2bI!#Ff#ZAsfcc!;P*S^>E%<^7k^Oez3MCO3 zx>Tr1EPK6Z=NA_Jwh0;uI;(U`N zX#Cr#BK0j6MbrE{k6XnpRyDR&x-%hnOYFcicOS4)*AyPz;!f#^?O~_t zZh|3d?8nt+P<8cwu*QG^2iCs2uG4{_UpZ(ecp?xq9sb&u{gnO7tnQ6$AmnyD>}nMa zgox#@4=S@L(!Qx*G&lfqHODz?YwkegMTiZ(jH>U` z1`Rd|2d(gnXl+R-2I}R@(iD9#a8cRx>$)&7=RDA@;ivSpe(Ui5$4qeSXb*fngDIVM zO|VFpimRwQm3Sc(;wRoc+HMgH){}aU8+Bd-{W@9;b*b|T-S}1IRXi9Adt?*lMu2{j z^~1?15tZx(`(2Hb!L+&i=Ql~j#FOh=v+HB9B*ZetZ+#rB_9<-Yw2MLM%-HH~>V1`t zCo;A;M}imLlILe1frH!PKb-fC1=D4<_|)S#m`_Bcdf!jPmc^YFrFqGCyL{|X_UJu~ z2v2c^hEw3u{JPR>Fcn&t*9kdHq$9HV{D=D28Th8^th%%@6FarqK8CQfF_useA>)?= z`5Rw0dOPMrWx@UUj{OCADz`~|n@}NSzfR5sPZoinKV=rHw+K}48@8r&h1>NC*{WT| z)O>sMwNzR$Jkh>4KCBp`tiZj||B6xQ_pk5#PzeU-wRAU}D22$!*t*H$QfeN|Grk;L z23toDPV8VAmJR!UxwxqU&2v9KT63iW8#LNCZ_ccQjKkXE+`&rRDbDoYEkw%sEIuyG9^roE94=OwxQ3`IagivNbGTZOi*oxT@)C($&_4;M{cPjn_Gqf0ylew5 z87)>U%dD^bsDW zdyQu$b?{)HJ*?aFnuqtJ`xj}>@W2`Gx3ihw1gp%5!+&QrLG4?gUg4o8Y>r!fyjPd9 z4K+Kz3pIgNXdX{S2@`PFKLxxkKks! z8{4;Z{gYdr=E!uD(}svT1?pD^7H3NeeX(yzqaytrgF@GR?MVwqkSn;_uxB zt+1$ZOR(*1MODU$!}T4lP?$3QDWBI0t52p?x&Ez4{^E32??5XSeaWuuUDt|Ld`(5Z z|5_kCI;kjD(}LJg`>y_k7Rc}0=(=W43q}>6%@0}Ef~>5+vt~HWP-n$=Eh}tBpW{7^ zeV?iPBu78yahkBp*?;QVjV72}&H0eItO=FFj~`FR@}OIlI;yM1!_<$p>_wD5JJI*h zMKh`q1(N&K-(71&q#F5VBie|*$Zr195ULLGUuz|p4LH%dd#?5J2KX+eSw%Z>u{zf6 zfVd|YF|W36Pz~V1IQuv&$C8VKLbsdr7jq$=FxDtC%)$E!$xwwl4n&scxE7w_AXp?# z_s%E>#ou?1sGs2AUwVPK`a%wdQXBO${efqHyw&IT)uX!SbKL*`hZ2_$al4pYhoJmb zV@b|+m|@&;)=aF!t#eFwna&zq^FQ-P5Y<>N(raD+5Rl(r9ONVDnCFVSK zE>iqkfgOvAlr>LQVCQ+&Wmr*xy21jfQ$6K4)G2AcNfB$oxjXbN6#?i+`=#rdmc=L22Oze~2dmk*su%?CAlxzXo zPwo0VxHKPYJ(?sZ`10U%V(Mzv!))-RMU!diSr}A|kq}#)4$dR~#!l}PL^r+jag?XN zUsW8v#!wc9PEU@sBqxHou=1Mv^CZL)Ba$8-3zI0*G=(iOXtn*Uqj@+2Ot-p&KZioV zTs!GA{hbMir&b}ObGAF#5YEFDp{87rk zdG^T?^(fLA_tCHQU=(@r>-WAphoT6*wrxlhNyO!X4p-`OMutzj8u@bLJ zdg4!L0@s$<3Ed&|2WuQNN1O=#vwuYGpbMej*|Fi7>`g*H(|&$zMax1(M)HPA}_Gq z_bAS8bOo)r(q2zEJY7mqBQ4KQ=i>QuPzO+fjX4moWZ%IL~BR!{n9D#J+GRD*uVG#$-pr z*ty-~cDx_q$ck3~S{O=b)5<~T!-9!i!vh*eBA9fVM%TzKrEFD^NwKxT#6<1e`Gi&8 z#KhXvd#kKBnRxd7l(;g*X=g`GZEwOlE5Tc7N!cPl-#NQ^6S*gQHZ2LF=o>QIAkLdG z4o`h@PNU*PssnQhya|2BSWQ8tH|gAG{3E-;n>cK8D?9$sn`o1*_r;!4{@F@?S-sw5 zpua#;;GH+&3c&77~BWP{AR`SWo5!U6j zj4X~RXntDzUz8X@JNEWx$tF)I8B30A8My@|^?PsB@i)`R^WVp7m)SpQQA- zC2QrMCn-=dZfHCBCJiR;^8&}7rbERmrs47Z44f@ksIsFy3mqo4myQ%=Axz8R+m+O8 zyzC6(jz{NUd$va4)95^0P3LMI49Evxo~_8dYxyu6bTOE7sQ|hw9=dMZS%hCo%JhMP zB0M^NQgDA}5zfChoKalQM&O?~j?gMLPN;8x8?vkzmlZf#9-+m!)v7x{=P!Z!%9nKt zls@|;wQ7+6YYC!lbP85}D8VOVKW`I#N}p-1Dz9!VMbt!Bpj%EEzURy}I~PN=}M@d>E^jkRYEMm$3jY{3dxGh{eQEnaA!-`+Ev%95!{<% zbmd?T_4^Aw%6x0FvRz<3yT2C7I^SO>7Sv%&`)U!vyLH&xx6m#8PaOj61~z${)I)`} zCD&j#!1nbteV+v6*LB#@_&BHy{VbZ|zyZ_5=FIPO4wioUWOh4^(rcP38_cMAKaxAP z&MAe1hgVV)3tw*_z3&yxi?T`Ij_$9ujpQ6}RB(Y2EDi`T< z-zeBz;bJ~>>)_igE)pJm|2K!?MM0}GgBe_$IKtFAp3X&N(9MF1g_MrqZath#ZvfA5 z<+e%X23$F3vQ8|q0qRSlU%hE+fOhAb`L!n-F=)@Vt@@9LR@U3B&$>M1@hYcdqj+#X zyW(imLmrki$Xxc=+yu?F5#v8Sny}_~T#VlLCWP#-4N^YajBf*Gi4pqE`1Cr}tSYq` za-MHaM-4WEC#<8Sp4Nh~_!MCSN?);@I=0B?v?6sI)5^5H75@VO0RR6C*LgftUlagv zvZW|WC3{&bqAW?}N|H**5(y0=Ns|18h-BaQoovI{2V?BcjGY;bt+XPFB-uh*{N7*R z&%5uvJNLeO=bm#;tOnhhS?-3>b+eq}gFT>`=pD+h)dKXYA&)Uo<$S@a95Zob@Oc{ReS_E!mlpb7{nynG+YHiQUpO)V zTG1D^J1z|X+pqQZiw*;zkw|=WKh1X*82|whaXQbNeh^-e3l^^JhmwaH!oG?9 zKqpL&R2%fe(Tw8cHu-+Y)+Iu2S0AuVKejI_>;ui-e=`<$`XHo~%Sc_j4;Jf9Gm|Fh zz>+JaAKyWT@PHjo;#6_0r%qqj+)cG7SPuJvDUby>ReZ)VPsH zFNAqrzh2GU3y5EqJB z%#7*)g7jZu6W0z24RW!{8d(3LB)sWf6=NH3OTeyPFlCZvCKzoyKP%xw`=zBhbSsYE4c^8iBMtg zr_WOPM+!Iz_n0f;C~)xg@P@w*1@cYg>A0X4U^ew+-k#F}b|t&z+DePr;DL|1k;lVCJOz_4Pj z8uXa>XCSo-M8)SdBh0E`UbNWwA#Wu#A9U60{Xhf_I=SEBbOqEA`n~u+l|w`~Q?I9c z8T>oNuKzmS@kUNc@qP8Ou(@` z7-eTI8s%T}M;gW)JIC~WkcLz8+iU|bgwtDnVWi@X{H!UZhK0|O7|p`xRDUoE@#VH& zI~9Xu-bMPY5)#qGK8+_kyOYs|*n@C`!9ISO*$8*G ze_rTmHagp9{=6zZ7j4)d&U_b{i^lFr3S6V+Bk$S6L|(sKRGKutoL`@h6k;b`WiWZN zUe{|h}0MTxdfW+ROqgx&?~9Aswb7~Bw_jwa~s6;aKZ$S;&D!~b#yVwx;s*aWAe zkN~TeOxa`<6LfVCGKfb^C$5z(m_{RFRGXN`crcncUKt{J!WS{E4a7xncR&=jXEDlS zk5P7RrbC~c2VzoNH!$9D9sFcpo^|YY1zgyzIxUhbOjM>8{=%;PPUf~`6HLJGv%(A6 zIy+!GqjK8umIYF{8GPptdkBiLj<)n;d5&CO;XR`}qR?WdX6Te4wtoKmq|;SAQOt}f zm3=c98K@snJABk1;XbF9YWaJjZh5vOBU~Jsu&&s(k88#xAsv}{Yt4F;ry~cWGS_r@>^+}TYJI9n2)Ce`8l{

^@QYt)P1nQauk-_D_b-V^o|JrW6nSu*{kmR z*)x!bvj3f}9T_Ob>su=ePX-D(l+t{3e+I&R!u#rFV&iDRUHL^#Li}#*+pY^Iqm+1u zfg@ANh=(Db@SZag5j!u@w!DLp#?SY6_Amz`Kg)=KL{<+pG5YfBOw4mc(J4AFyyk=^ zY=b)93cDekfM#}>fiI#+QqRWO-$lgYPsIkOv32V#nVk}dMlST%(;ePXD5YGowgeZ0 z46eS6$e#ZRi|QXs|;}Bf-V@{<8v&UsAT$_T5Ed2bN-M zoLzy*yAJ_E{& zvDKN(=b*|LG@cw131SCBdbKm+KndkVkjxXnZFqDiP9X^_3@u+&Yo>v~jb8e0g$!u= z<+qO{o&^Ew2k)2s%!Iuve4Yi{bD;9WQjXV3HUxe1Prdg&2OJF-Ow*=wK|i9g`V1`> z%>Jp{UF*(=M)@oDS4em$Of%sr&nSQ&MTe$7MHPX=tauZjtbuCz$>*FlH6ZAr zo<2BG12@#2zth@kVAaV^^}Q?^dM@CQDQ7KAt}@?yIElqQs$AaPnmSnFr~Y?wPd%7_ zJ-ajZK|L^AY|@g|8X(BERx2l=0idaL#Bi_?CNy|MUt;l9ZMMOnIkXAv@6o45O`BnW zDv=Xe*9@AoYX*k}TVS^Pu``~x1=OSX%*w6<=-7#HSX~9swoCHER{`A4m8RV<2Oy*? z3ST@=0b0^xPVH^<*m;Nib_^9M1B&tCA_ z?xq60anC&I4F&FP#`kjXqJk#V+0J|1RIvQDQqsjmg*$Kc{G~9R=G@u?cT&OYTA}>s z9aKniWXsaRTqi5CyQ))xTV;8UagGWU;#m7}Ou=!dJz;05FnE&BWBd#i{GvtwN@I4r zFw-pZsGy$av}u}4g^1SQqd&8$AXD6N{pc_@9&Lk2QPx(-@Z6L2(Y_VJ9NYXj<6A+- zR{pnMV=LU}X=NS1&;|*BQj4&I9QyW|?$ zK`gk^FvASXvjz$u?&9l&B%>kTLL8Q-`QMi>&+3G-&Bl}m1D(LC=y^vdy%X}!Q=f9~ z?gA0bBUv=vE>Qj8yu4i21@>|WgddN0f!-;P?RnPS;7s?JZ;kDSZ_L`-@%wtf=#!z0 zt$q&}Rx);He(ZtQd;f0FJkkqNSA}}|XL}$6t!+3-_QF&Y#|&>R=Fp!;B~BVhO*Htv z3#CDZfS@kxA`PZROU-uQri1CTy?Pa+bdZc(JyIv%2X6lQ6NyoMF!|C)M5440wykP> zCl~d>0igqJ(Ax*>R&k@-FpEU4l5@HHfhO@niUspNUfRHws~<*BP3eT<`#^5ZD}Kj| zK5+Ij4N_O{1B-1b)47;Px_vdfq)m?OW(^*q)_k#u@VIxW3v3bl|6c<`zc{cl8;=sopH1OpZAkP%{ z!lldiu5l;#0&ZaZ;rE;! zi(OFmOay0E*99QM`#d@b`~HtRM^aCA!R0rT%#{tD@FCAR(#yFM^f-{$bG=Te^ttAB zbUeQi!nRlQowsR#H6KFP?fH6eRT5y4wyy{Mt%%vvn)T2f`NireZ#{?|o-04HPz$=} z0}hrnlOcSHS^3!mGL()gI+2dl0J(`n?}-+6emNH!zjq?Rw95#WVr(`1RtY5Ek*$W& zvFf{gT~*Md>Kk}*rV>K$^SrtIq7qcPZk;SUR0(<&ZI{k#6Jhf3o-2P}Re)@kIp5IH z3dj|vAO0R%3X^g2GfH2JK!dh6{mG~ZL}zpZS;z(O_m8o<`jGjgo!7PWwiU&Fd@Zc zVJ?3M{NxrJrcPTTzxx4Fjb6?u=CIVNp&%CjRpiLzUNfL5P| zWPez&iT7k9rdz*Wuqx!BZpi}Nnp8d-W4rSMspO!D0rqGk?_8AcU-@fJ2g_UQdfz)q z;~jWZIq4aB~}3uSO|$!zr>W)yUZ7bYI|V4eD&rb!S?tL907H>Ljg_ zk?Y3Is)l7UGCcd6-nK+W4Z=DZnV1V14%UKe}5fXy~P;wKp` zPM)H_S|g(|{>aYI4Kj)_@hz?SO-5Y(-hocrY7zfA-?LwL*CH>HX&TF6GD}G=iERws_IoIb!b+ic}M=xH7XIg+&)Jk8xT?NvL5B#J0jBhFV6i5 zcLj1VqpFu(C`VfSV?oq=Wr*vq(3{=)#b}mmL2;?05G9zpgx6drAV#feUBMANiokOX z@z~(eb{UO6zm_~St2BLOrYjFQnM^2s?af2P^_C>FzC0up%KMg?mWKkS^c}}5^APJp z?tT8Ec$9ss^|HirAtI^SS4FxK(Bf|=v43g=G$QG+-*u`OtJ@w?Mn07yrK0zLLhVXX z4D4Y|eq4ggJ`?v;pCh0N{Q_q#mNGOEuPD&|stlPizm3yjlp_M1kFg6bL5uS>_>(FX zh@vX!`%$kH8I$kr_1;~Ix~0>DM&A}8zJWe7+k@CVjjb|qSi6jtvES8-5|q|#@k1kn zh`Mthq*M!6qPJN!7e7Z4QB38x;JNuK^uFj*5^GZxl9Ee*xXDIB6w#4K1Z+QWC5O$N z+pI>egG0uVm@x%PpNoE1BOBFU8eg&dU(Dkdj{L*ge+z;0RyE3c`#YqbiG(b^l-aOv zBOx`?RHOk53Ee@O5=pEi)PBcDaSZD}Tky^ZKL-i<2`lK`+)hGPrzf3KIZ0?b`;h3^ z4iduI)9U%SNNCK1WmTV>gq*pvy25vn5Gni6&z{{_KUVxlcJPu=fI$QC${rGmK*_B! zdr4?Sic|I<9|>(p-z!?*PeKx-O8jO5B-E;U^hBN*3DvznG9TYtg|sMo5q2M|(6(Pv z+l6(A$oW@eEy06`bmy*rQ5q>n{Fhrg)7DB6-+!Wf9b08+b>-M?+Y{Kn(U$ojxl)37 zLOedzWtO09zO?>h9}AGTFX>qP!D2+*I(4=|qGP#*@{vmn>ny)g z5yDOB-6pi-k*ZJd`%7v?DBEjkW385e2yfo%A51Jp6QqAe1|U<<-B3l!Bx)8`C(FkHjXVMQl#)msEawYw+9>7=GaBfj67_AsBx`+#Us+$4h~OoJernJ zu2mGp>h`Wj6jU86W692{n6MF)tLEfSUoms#bKFo z4>7$ys=QKK{8A>3?Yjurp}fj5IYwL)MGO%qf0 z#K86@7NJjR(ZD{{yhEfW79{xgzp2QN2XAJ#;k3$RXxdWZ8jec_)e1^8lV>ux9Lww3 zAD#{kkLuSnJ<>rTh}CX;&`S_F`9j*4nhnz}=leDqvZ2#ruxEvo4ZmJmtZPiR*Hh%sxAF5oh7~DzAhr`=%{ZUWE1JUHo zW7`-!@ToNCPXrgjjvp&gUxM(^%<+C$+#e6JW8rcyJPTpmC(rM_3jvg!-YY!4PkkH(BDsx=;I-S3JCdue2!USaeg3DSpOyw>RzrcF_?=mKU&X2xdbIgJ#Gk1HT>~}i zy@hq4@WbZow%j_%-H0=F<*EnSfwebGpX)*Awa3)iYYmW5r@r@wb^~-4+oY1!8^C^} z$`O~}0Pk88Mp@k(;d1$H<@T{gkdQbm{8X(8MC--XcsZIuJhf)-^4(^5$Wm**exe18 zpDHqI#kD}c&-EXh0W1?FujkhSn6OY4pK?>cJD#28&Q1y}UVG0`ca8$D zdrH)(xs3Y<>v^Exv^fw*k{qKCs22wB z8A8ddRETpwz4DEP3iVP9i3^zhcI53D+o+I#_M7<{GZo6O?x&jErNU91BelvNtJhdr zKG9RC@L}9-{GlBc>fWu~7`Q_PN3BS9c}(^KmaZsUD!fXa4PCII!p79Nt{$dp3=>be zHI@gT*&5=;jN|^6_y9+Rn~v8_`)*U=?p@kWIn0Z;l$Z!BD!gG^%=u@Zq`OOQK2L6Yv}{AR&a{@Tv;pH3dSo5W=xo?(fB-FgI3UH)mx3xZ-rNLS7ZkD zT4B}>|6t0u71|fdboXMCjt9jkJ!=I@OwX?KKCK|JB+Y9%-U`xO_OE3=V$aVN<_PX; z18FBt;~=g!DCeKmA3xIu_|DbGIq7Zi#pg$YNopI6UCBN-zupE$6Hf}`P1=E{=kwYt4vfAD_g>Zxn9e@1UjMHh%%6%rc_!5XVIht<&f*Rr98yy( zrFX#GNO!Q@djW=5cb|QVUEnpk>@t_#1(Ri5HXn&y@H+RCT#sfqkX}e$ zKjG00svaMoQ;NHR{g(2-tL!~cDue(2=yng3U;FTRlH3D6_Xk|8PxZnDp5~7&Q zbr9yH_wQt18H8wim!pDvhhX*QG4Y#A;p3OoJ``t2y`pcLRIwxoH&JBULWKkcB z+z>e1S%1#mIRv^9ubVbD2Vw1~2l3L}Ao%mDzIxd`2${zsnOZT&;#0?GYX`ykzep#h zxS%g2AuF`y~6lBoBV0Ri?ZVb|*zU|*U? z2uWgq$a`bbmKy`&-Zaa+KF-q3G*twKB#+i z6U&gE~^VMnsiv3NZuydK!fvFV|sp_ph3>i z+`GcfUg#5)^!ef13nj%Bfl_lla4dd8&tE;yH|pK3YT321bCOL9sl(1w50H1s;5 z<-|)}ANfuQ+2Q;{F{A^$)Sp|EktoDNNq89I%ZP9@{La|i#G*Yomy|+x7ke|(TOeq8=LgS~X0X|rZf`Wv1X9O*fj_GW7Fsyj_Wo!DcLSvv9!3M~Uu?4U z3TS|=z&Em=a~fb}uCa0CaXpx=jYwq)*2AH>Ydj+pwQ&BqnXtcaEl6w~x%Wb#7F;O~ z72@Z~pv?Sm7j3i#62(SIW^Zf2@NmCW-2EE(I9y}B&AA4&tE&|(!$^RLCpVVDN$^3< z>E+5n5;UBaWbqOtLHwb@=?g{G(AsMB#h?Vs7mnRpebHV8#1BcbCk?CMkE?Id#4-^) zDK{TEt`oufq;kQ=A0l)#N`CKWsf5d&?6}zkBDlAHJ@iPL2r7Gi;YoqzurPgP@jzu6 z7*EFRe>#EXOFgB`?ZPF%;c&)X=vEQPbQyCuCl|tGoZ$ScAv_R-rpcQe1u$38dA~_B zAF7wdz63nY11p!8@nJQ2@P7ExKbg5~D89N>sd*?H2;92kF=bg`)n=?yx-A`RuWO=S zN(Qcip!M{UWH8oo;m;$*LR7-8^KJiPp>(F4kxK}M{{a91|NjivcRZC}90zbCkz{0q zL@ElEmB>0YP>56_vPId-$jaW@L}Z1`>^;6*Ts!LyDH0T%Ncm8_6&g(hPz32Iy z@AJLqD%Z!{x84y6|DkV3YcD+nBaws6w+bGD#m2<&Hl3ikb625_pE1yUef>uIyE>v#oN7%PR7L6Cq^p|B_s|nlgQWrwUnKP>xB1Ks zA7qhrU09{W8%Z4!qfv!Olxy@kL%Avjomc&GW1#*yYM$Nle$?~=G2Q)b9Q-N;`B6^$ zQXR81pO>o6dDvRLtA=$9g;iC(APiu*)6&iNbUG{)1bqZ zNXJM6?w_wjT(d#iB%exTn7(}K;hk!9zD?qp(|Q%!A~xP7xm6<{+3Y^v;TpuR)J*rn zwHAFwlCj2r>k#u&r`smA4jC+%*;Ku*N5uMk&T_{FM10gVEnwAvf*Dl^$tDemP@}A0 zy}tikDu;A=wRXFGCqv8v0v@*S{;cFUqaSgWD2A8+&n(E0^Gr)NI_@o=+84*dcY5XB$Oxe92_>7$?h8X$w>YbVA314Os{ z@{hs>Aid(}m(pmO(U4@Zwt*-h8P{mfSBiipW$qN}c{ZW^5t|oQQw``@7M0CItpUmS zpyN-A>k%uj$cE>YIz*_GjI^iLBAZvDK4LL7NbtE#X%=SBotysH?N616Sn6@i=1e8>Cadkf)m)B5C1QpLn9I>2kG02cJmo0Gvih0D zfpV0a>c@_R%Td$$z7C7S<%mBcM9Iml42jnnH58ebp=V7_>m-XZbg(_ygxRtTWvWf) zyB#Sygi(f%U*_Ey|e_D-jE;MXX$^5;7{aNRVClKrm-5(%_j$s#dH= z@0tloY{&8V@ z(UO{c_RaT=$em-_+kBz{ZH1{{J7v&_)_S`)@4sn48btNS)VwCdY|m!@BNEW9%jdqb zoo`0xbS9fO16$CvXiccMQww4!l#5;6OF*U7$oASE0uq*)v^uz(fFxcd+$v)xAURa{ zfdP+`zHAsLVheuG5an42=nQA!ju9+c82#vt@007L+r6KafOI8mry8;T_e2aV*a(RB z=A|K8b^;1DYO+d20{Qb!awN8gQ38>}zC%0B? zSS!KJnu~zS|0F!7=O!SwbM)PBuq_8xcAe)Tpc}?vV>8&Gcfu-B`v_>yGKF-8mw;|L zE2-?_BcPY@qYQlf1oZ1io;c-h3p(KG5_;nphTrw*@?NcD#&&fm^`-s!evf*z^Ic5gwqhM}AG%e-i1+zYt3{@; zLoKSS>@E|ts6wiO&db*1DwI3+ChLVp6$*VSb#J4(95wg78H)6*L@)kR$aYo7b$Q-M z{Jvxj@_X$Nq%BpAylGBWvsmK#>=l;oAylEWW!5jNtt!#xe~Kw8->cA$NqH|CmI`Fi z;3Tmlt_lfwyiI|+3bds3kdJ$y9L>$f@x{C=N0hXDxzJseD16!RYeilKIypb=_OiGV z$y~G6vqlvtpZ`jPpKCcf9k3!7{JR{5hQ{vOomh^-!)v&B%1V)YfajM#2TM_|-_^Tq z@x@4IerK|ONHN;6;O86lUlCHiW2F>=ZUsP4(gq_m0G-+fsT_rM8c%gQ6%@loZkL)^a#c#>?G3B3@N@ROY#-k zLGSe3WiS!l_kN=xa`z=VcE@sa>he?Mm|Y;3t?&%FP8VFBwT?vI-z=E2Gs2M69ogdqRoJ+&=eaU-*5e zI+~yo2jR45_%9rO0q$q7T)h|;4||2fN?ffn*jlF9l9#!;%4~Mcu(1 zIP%)c;LP3};GPeRJiRjqq&zkrAI^oom(C^y z?Rj7~XWpFKk_RQPRs=_K3t+8KXF4sr0Jvr%d{Z(DV3K@iUrky8Jb(6^^f{#fyyiY+ zvcD<-ns5C|@-GXZv}bINJF*Z?-^{FG4=aQlYc+gdf(qdog9*oVw<5?7sX!x6MX*yK ztRqFI80_8le;?5*hA;PDzx#K-7&KdQc3JS2z)pR&qc%Jx@bxhNXDhA}IL)ZYWV*Km z0(MtsWJi=hrk^m&a~$2UzkqALYbkKIh&ViQE(I>TZo7-0OX1p8nu{WzN@1|^UH`_1 zQg|*GG}JR*3P>Ww_t)hz_(*Nmtkx-m#8-|9ZL;O?MPkS+Qo0nrC~?m}w=*l$2zhFsX!-(alL>J(VySV5|SAs}hLL`g-GeRd8smdCrnp2?DPk zsC2bef>=w#={?z1P_FKL$LdWLsPX8n$_|fg>tKL|vxeEG4muy!GzMAKfnKtz+7F95U`<-1yJ21jxzh?drMK#UKr@-- z*jWcMs=+dsQ|m#h`{e2HlzONO*ShhAp#i!^o?hRxqXF1Vou@?U8bHp7%}tu70h|^6 zB#&*?gN&G%ox)%PSVjEY{YRk@bmmf89-VFk&r{x0e`On?F;%wl{i{aMnAo>E@Ujtj zugUo4-EM+w;$~;nt($;jLUB^4vk8iH-#+y{4&d1t|GoGRK!<>);pi`bvxR9no)XPq zB!B8vgjh42idUHac(WOH*2U>A88rjtkJ{u`Lo=+(@_r_MZ-yO>GP#z5EpQTDP;?h) z0fKJ#^=SSUC>uJKukPOhu2J?D0Yxp)_wVn!oDVH9pGb)0oM?d;5+wyaDg@XuOSbND zA^@!wjl&B^0?6DaR(d)RpnHGGxYJz%tlgDeef^363T4w05W1Rp&`zDpU z{}MnoHs(dTSSt)%V*5cl)(T_tnSWWZ()!X&Z8us$O_?`r+prbB9A7%6g!MmX;OTk2 z6&fN7HIG-eg31%&v$rc+L8s<0TY7mbu!o1*j(*0U!+Eln3;Sg2VdhbeHn7-E-)qO- z26e(?nt5z(@KG#0YKgTCj`XH=**Uer-eiT#<&JGob+RLy7Q18mrKN#G8z_FLkEMCl z20OjJ1z$^QgXkUmZssMn!INFQWm_-XV8TsY{~A`uhCSp%dmGGL{X~$({!Sc(=(aXs zwKtso+}Z{~YgdXSgxle6IB7lnU^^^o)pkz{wF7W#64kLC*Eu881>0f9sJL$XKs$I_ ztsFMTUb<7B)+EplnsnKF1+lrqlScmg+adUU_JhQW?Xb1Qud}Arj{99TvjO&}^VJV| zn(eUSD)o0=qa6k`V(QefZy(3#v)yk8b~_oN)A!n;Y4E4z_WO1SikX%c-fV|_w3EoO zf#<8&RjvJPhtniyy8%%mh~BPrdM84J|2P-IxC4n$tXNS(^Nwloazph>;Mw?@xttr9WY*-_LO*{0~j@xFOC^^KboqNV;!)r_kvo(&qc=Wys?={w|LhH7f)r(dyI5KZ$|IyffHTugPu8k&+#ru9Q<}7 z;CdI7)4Uu{4d{YmlcmQFt`Ec@3N#r1>40kcq-_x*66bKsH2LO)cMI&h>b z4nUaOUGd9W12DDkHDx7k09@H+oHC;ZAk=B%H|igN>27ZjTNwZuaYv@T+XJ|7jPvWr z3<5t}bb+h-AnZz*d61z$2*l5JpR(Kr!EuX^D?4xy>gxV6O_U8nSyPg>_sk&doe96j zJT(ZSPxBql(+t7mPsiO;)ra8bkK3iG*#1W8ix>v~Q2&X#=fgk~X2S2%JPhyJ zn>=fKhaphX!6oePFfgoDaH^grLE7H~7uO9)pfZqj?#)9IoK7qKJQz!YTCOIIsXP*F zrZEpzy(PhpmUDjvXGoARTTN;CL4s7`cVVw>68JqXZq5-PL;RYzt(!O**rV@l%^8xx z!(Th9&4vtjp80TcJSD?dj;CyFX=GTTr=36DKnBL9VMp^(GGrM)W)EA#^IJ@nKCF_# z#&&E@6Dz7UFbu!R@clQ3!%=z)q-zx4i{+re)6B**^(QI7@+EGyTbly*t9&lcl_}t( z^RZsVo&v(x=FipJQDCQ*pc>VK0&$*>>XRW9PzzCPH%+I&$fB-8avBBR3Q1LK6;a^g z?e=NCLJC~#a`tJgrND_R4W&V33Uq1b6bZ6C;7f%DeY3{CNGjYhY;uyv?)x1&mhpfJo(Y~w>Jd~hI+=TL<^>hL&juU`!dm_e zd?{K&1;rq`l=2=bytov(-xSMruE1z$jtWZ1sXqWKrmq`%9NV)nx_5k*3b8HSrA=K_ zIFfpKi|ZE^Z0~a#EX+{BtNCVTUndpL2iX48!s8|-aRt&3Dv16xyYQid3Q^%x&zQEU zkf`L8Ftb7h-oPA*1Z-~9+wP0ldD#XN8f;ua!Rq7`6)x<$EAy!u-~Y&TAQhXsEGBn5 zj|xEdyG|&M3hS<<&AtFCGph74{{AcLi&Echb@vYD0c$+c3T zFu&`JWg-PwmuFrXIZ?pqgrhJ)p8_HY*LJg=qQLUT;Rps%3T)Fxv#sx=K>6dAm^bZuJSlHp#jc8`G{8RYc8ytYy& zgW*==`WbFA%o$xNeD;L|ymQjCcg9F?c2zrZp@#(SWpuI`y(DNHWU%JyBfnJ5PJeEI`z`zg9!=l z1)dU$!)jcj4k=@G!prY1-XuYp)f@U0Eaz^B(Z(`FEA8JfCP9Usp9eJ(-*valt zEPHdkDvSi;T>DHE4N0)|_lD`$>m;Za?QJ!+B|*gJ#%+va zAb_2+EF9{w#{Ejth1M54FV!C^hFyNOe2i*E0@cR%`<8-8z^$IWmV~8RH(tDet$S9X zmH31NrFoa%eNH36<0FkBkFfI!rR$1VTW=PDFR3J8GVz&+$9gNei=M|`qQ=(nG?HKi zOuE|}NYGtiE8v0kua-+bf<5(-Q-M@Z0_EO)3n5rZmW~0o6r4ln;d|3{cpajYqrBZD z7?7@}@9ZLhk@&A^FRV4uru`_^Z`sWMf;an z73cX7LNy6!>koOkW1l$-m>XSR&$ScxeKl3%7w*{iLYeQqSjk{gW3+u3%hjXJF}Q~ey*Dp@4Zz;-6gt=`K?b`3 zCTTBhL}o&sD0cm(ku?SXUW|_GD~Drmb3`0Cjs14UdwW)l3`U%s-{P_2;ht+3un|@= zDr?8ca4C9$l!M)j)@r$d6>NxKWWu&TG2t@=$~Qv*0$%>vFyvqZ7=`edWaLx&Dco>UmB9<73^uV3nH}GzrLLXB@ATf zTVmv}z>ZdB@#Y^UgZzOc4`VEo*SC2ltV5RO{hC8$@UPL?XOE>M(RA;_CQtB%bqJHe zcn{}UFYIxF`gKuknt@|3ZpFx>1=@JM=OgG$u#*Lg)6CeisySlaB{HPsCe+`> zUgQb?$d9!Ya?s;a;40AHM4zk#EDf-zr@lzmFY~SWpwezP({)LB_c^d)QwI z!`{@fl$FCO9sL+tD=(cJ(J;Bz>tmNMICj)EckB2SV{p^J><#nBqFSn$hEq&8pZM zIgFJW_G}=T;5=5vNw#<&9;}GV@n8{?%q=3$`z-U zgku?}hnM8AV$t4xvp9d*)%omrEWPPkue-=`trb#9Coker=r=1Wca+e|8YDv z>D-L#1*|`Pk;!TRuDdhZPTAPN$lQ@_sjL zyKmONgV<0?(%66suK&2Lz(B0fgUu(B*jqxLc^{PVbJWTo%E!51?n_#|j@|V2h&*}+ zug6o~c*q{tvxAdus23T2+2yWDVt;H`ou2T-b;LGtBnm6>=yAbmY@8HJ@r(x95}%gW z__+s%hupBeCq;Y?VfXz0W;dKdhS_lb`=Qvcw}#P#3I+Yo;xi42EZp6FFo;pfgH z=&laq>x-H0)0MbC@aV+x;W2B9PMI@4|IEx?+T8er`x5Ubh{EdT>8g$_;l4>)ofz0n z0YwSsQ?}ST_MxgQJ_@96t`sAz@=wRix92Iq@r(7B7MAz3^T6Uc3TSz+FYPy=!1<4y z$6K#ZfL{Im%Az?17y?Gj;;}x;(KRYq-pjYMX3Z!-6MqwCq9}ky9Pi5F@qbLad5As~ zkgeWYqD12JesFU6({c(tdGfg`B7p)aE+)cLWfZs)IpI6fOo11lLZ~6wgVNfTQrOE* zmxv#L0*@Hlt7EV`W8vXH)mI^0o=e|TrP~l-v z==TBzDi{~7X2!VS{|yfIsVs?9K(mRr^RuWBHk7@S7O3#I=*X1vC>1{Dhg$C#p~CP? zO{3&bDv(kLwY2!0@9{F_4Bze%5anjtAR=C#Ww?Aa&?mK-v_R4@uW)l2d0ZKEI` z{vpw#brhVm7G2_3M`7P$`eRALC|CxE4DK5rg*ToxO)tySi02%n8zTHW0qv4H3qc_H%^XT9Rq*e3wu36$6(VyLgsh!7)ame5?jj| z1D%NjZ@jw4;0CwOUTyLiEJ@d{#CMDVoxx5T=09VQ@pNf$Y0o(D*h-82P#%ZORN6`srm%hc3g!N=co?EPV-cp!QHJ0i> z_S*@2^+}1E8{Gs5DvEq^S{nyNx0)g$?DOv_!O=O9>zZT&q+TbLgogsUz*~ez_4aT>VY3W1~J=w zT{f9vtacvnz~CUZwD z{FCKg7?U}OJA>EHU1n$)8N_ky*&sLy?n;Sy4npmnq~3RrL0I}+IMMca5XU|5$VD;q zd8EC{`2pj(t+!9>GgLF{FgLk8h?B~P>Gr1wF|g&svta%~^I{<0BhYsR?1Bk1)q+2-+Ao|*p(;*|q zzEJ<;1rh@|?#Qauw`%~JqxI^qSO>t)5rmfvMFR@do-&LyjilaU_~2E>!V!kyO4*MV zSq7ja5N9j#s~`Nie@4tc_2aQncP=}vABOc+9m;k6u)Lo3E3l{^d9J5#>IL;_$JRY}al*(dfr#w@1GU8FnS8(~lhM$Jk`xv0#QRfm^$G9`46{;&g89fBg^~n@M$; z?}LSm_b2g=J``i3Unm$JUB-#T9dQtRjemR8Ri->`M+1dDBXlq1C{q^ZZm_qZiwOTK#U&(nH z?eB#zKi8SL^}V3d`)Au;^x&$%JlBMM4~AtXl0uz(a4?2RmRqX_<9{4e4$JkRdS&Ad z7v3HSv%Wt0VRH{yv-q^%v-QBt_(sS3$!@G*=d`;u(2e)2JqecI@9HySFreOiunW2(Ag(&|t*vTazq zJOsKiynP~GYq<;YWoKpDzjonSTuR|^eHXkBecdrc>4I$9%&{Fe81e1fq8&V4Xu9k> z9;(oV{pUG*qPKRza!-|jdtKg4cFb#_Z>L2 zekmlavjf#4_cR=Dg($7-Gv`D_eJEF>ceed*YhApfx}hK{Oy2kotlSSuy; z_$wbeJQdydKVoRalD(IoVTb!rc4 z9SyTgV)hJQuQ=N*$gs*Fo!lav<8GawJXzK8xq3yLxz@r!%^6xKp@H3oNGo^p< zrr~Sg;ek+wJQrt%6dAIV@*Mv4h=$^^tH)CrKHejue}$pR!Dr7`GGvKWKT>Q(L-MKQ zmBtKHA9P;a&d}t-ve27{G&r_UBOMrK?X@%)VaSxz`nmob4T)#C>ungC(CE{2~vhflT2&@id6Z12FZ{##4D5JQbfftn#{8ZvE-1#cao zp=2BD)f0?(>44_;FH$tDm|gUwG879`mf63b1`cVKuPYg`)RT`Uo0w_veoj50!cT+q z7v5l3CK@QDBM^q!|?kK_nbI|c1#51E3PzZN4>-0y(Wh3=vkn! zblz!4+jaLTDfxCx)iVpGkamz^{sbt3Ta6PW+mIBjeP?(>8hXlzNhzYYQ^c=;P^`W z7F=OHaV+s#3zjUrc%!G^fb)$PWBCn+EcJHDNxVUZt;LP~Ti;+@iq9dxU&6%@voabYRH5t%fezgp(|%0@=nJak0q5+sLdD+i4Yh=Jqv0Lv>W*Y<2_Q1!U|@ zE^9#Z(bzBkaSgD~=?M2e)PSaK87a$!ui#QOF|gMB6;2HQ>*)VmkBX}B=#PH&cz1v2 z2|3kzyneXlo?A~He0vH$oiV7xudZOqC{G<0-k4kK4%H&sdLT5uxfZ(PyG&N`*TO!3 zL3>Yb4NO~qJGe&Ipgb=w*z0RG)_nQs=`c_Y;oqsdRtQ$Zez-#aU=8q5%2~890N6Pr zzSZn1uFG`W&x4~ zzkdv8#FOI--Bq41QSIKHoe`7=@%ck%vhyHs(b-+EqC!5>jJPE>yUE? zit)vuSIOXbDTG54Lk&dAp(Z(Q5yw@AQxT%KyFL_S?_lB0289wh@2eBsZCi@*trwqB zPvt`|UMfq@@g=P8SRJstOoax5wy%!}B>x`S=TX&4aEZSvgTUaT?Hn*@JQ!c}l@q_1lN@cK)KjdbpP=;Zb ziLYBPS0J!9fMvrfz~;T>>um+VEk9AmE5g+n^NV?QsJ|MwV|Xu|7pq1NQ(TS-XC)$r zr$n@y^I+R!_Qtj`53-v}9&*aQL@KS^tK2dl>q}Q$G;_#@-AIX&5K9SSy*K}HZ7;|7 z^(pHz_trpoZ&%(Y(;6g6P`f!yYH^y+Y2j8zH4GkWyN-OW#>8z|Z4uoXRIsO?5^|`* zO8wHyZG6@6brLEs-vUJLe?pbur~pfri^x(?6owDeRI@Bg>%r(JcMllL|zn%`V<}SBd5dt5dT7 zfDz8uDcV9+_ljvv;~T}`(W=0kw`U&enpR?^+9mhWo0WLVd{5xCT@@Cy zozjU)C9aH&GoO*EL}v4N7|X>f{H~Z&`)&k`vA?@^POciSw$^z-#{Fe) zd-{5~YQR1)W^qcr8t?g)G7#g2HX|2G^L-T7n z6`Ri(R)UhVT=>JU3QK?OAKdb(g6L1KiBpXHpS<&3B`pl#&Iz)avjUdI#S)G)>eE#x zMtAILH98~&?_Or9!Qx`U?9rqeoNnu^n98rg^`|#9^VDncW^kK4(XGWs&&Beog<4q1 zg(d24tHWi5*<*)Mhnj1jW>pT?L&NIo@`s)EXtaDZVm23#s@wJ-A)5mCY(Bs1`e9hp ze|B}jg(OmA7_J>;8c8ZX%29m3BoVyui0FHgOv*MWy_xwPMy5jZ-+tqKMvjLoaeL0k zqnz7P>e8AlD4q4{w}^cKI#;E-#cUQ<7Oqo1!g#+a(Np4gi}LY-qbck~bS5PCQ_4kE z!!gS?weiz$SLj~bDl9zai3u$p?iv4hG<`m{NuePL-ap5Fo^?;gx!hpqCtBV(^H5-I zgF+lB?)=vJW|TrEyN07G*FPY$4OUlN{&}MDxy#St&2gaI(NL@5O@Z;IwRs2i((zvu z^WNDxDxww6o^_Z@K)HpoRDW|k?nQaaJQ9k6ky61A^TIGF6-0Ij?nr<`UBA56DhlrB zJq%sV6A49G4)dAO2srLn*XZoIH^qr$Ka`sOv-rnQ~$-~}1B*z1w z*p^lMQ91@X9-XDshg5LUHtIDTNQde*Q#}LORM^C&%>=PUV`8q$!BZy~6+uTToq|0; z^D9((Am|B0?dROKDnXDopoZt|h()e)u#0VeEF!XQ>9TgkquTZx{Oc0I7Bg7=ye|%7 z0*|XjrGw$kKSaNA%MBu5saiMd451NYnc(eziHxK_9b{W!LPkbv*X-J43d+kf%{38; zSU9}0Rr6I6{AVYRorw=e0lkizb@UlH+CF4wYm2GCaI}H*pW2%~);*tOND94rc zq3HW_U5rmW0I8W_zXtdN@ckZbUvo<&7DW;&ly$=4;1F4GdMpI*Bl6c7+zUe2snom7 z|0v)P^ER4qi$)I5Rey3c8ef{Yd1dK{k=0YqM!D>UJdT`<{<&Ka|2aT)GVmZG!p^TA zH{648oPve=nnWBBSot7WA{#AlBP_M1USQ%!;qH>V;HjF)nwXpVCt)h5rUb98Qk~s&}Vpc;L#xLQvb7`Yb`*S?e zOg?;*HyJ%l->6KHLC~9$SKAeS8MGM7%+C)J>xJ^ z#r|9g|66B6+^+N z5VNQVIB6M#XVvUNHYuLi62ETmr6OnO^6hq$iGKv0+iIroE?c8wbzkM1&vsZ5vA<~g zmm{?D6NlN)yJ3saoqa7jw$P%*`DMlE$Zvn`WoV*F%+Idf zU2CU7%==gjR6Q?(62vq4tyv!%MDOXh#@-~{>iOJ%9vKt&t^1yy_-94tR=xMMHF`|A z3xqeeni>%8<$$YhzMvaHlo@;Y~sndaT05rA~sRRCC|@8xz%X?GFJ7 z#ze0=xcuM>J!1Y>s?O-IF_8*1`{#A>F8R8aY432d1`%o8TXAGm0~+Cm{MHxrz<173 z=X#PAR3+KT&}t*d-_>#!gAP{oL_HqheF*iC_|l&*Ex~gy>FRunHP&qSsdDwD9o&Tu zsIAL(gYH330(S<(kbsBSl_q5-%C z7d-PltQh^5yXEG98LT?_yei^tFlKy~@}$8DV@0elG%f59Wc2ZinYtFtZ9ma?r*07Q zQyp{BIhrJB=G-F(hbw6MS=nhicpnD77A*#b4hXURm>Z<-k0_d1GyVFgo?r_z_9@Y;?vDIeGq zM>ionm&Sh1^PGoL^AgX*=O@rxUu(trM1`0uS_|`pULxl4El=g#?!$J$#xZxT8NSLD zew0hJ0r%-Ow_}VwLD{bqIS}rR`S9Pdy>|l8_lV`_(s3V%WQ*wS^R|TE+eZ|~t~+3Q zopZN^YcENDBXDJRbr9*wDfC&?j3-^wM6tIfg3u_^W@TbeNTvYmtAPVlLOT-O?YQ+Z zVVc%bzh$%=TGp)UIkKLx`x`hN zEf#&OSotk5f>0s2@q~n#S{T-uvN2*8?lhXu~ z9pwZmx#O}ze~k+<`L<+xZ+AEmtT+DM_%oasQ@hQ(65PmS?VQ-FSAHb<$&tHE@{y!^ z<=iSt?^R;XUpgRdX94xNNxMJWqM&Cu&wO+^3f!d^cZxrbKxma`iFj-pmRfGl>+$B{ z%6PP88Z8U*iZbR@5m$Vj-ofp&Gl)#a7Pu{hK7|JLm~o$uKN0V}VTi#@vZDQfbc*mx zG9$xtzR&puVX94d%G{SrgnmRn$j%EQR=b|(Dp@3BK;m9n_n%A{B>Yv3h|Gu6F7NeI z7xQ5Coh)sU^Fm&{@V`wtE~MIpGTPJ~Og21|lsmZKL73!OC338uK)&nyJ4H=9Xt*fZ zr~mN>_qE`E^^ap<9QigYBR2#iZ~iIGZn1;>k2#n8abqxD%**UL?gVbz$S0%9rr^H1 zIe^Y@%@ElK(OGci_5A zvZju=>)=ur-d)+ef!xVs%=5Lm=^wJuUQ#|d@hJ^G_X%o{an#}u{@EV<20R- z7Xjr!x9jyvJ%lVDi*RQ2VYl?(eBYH~kkvdr5@DW*5w0fww(siLEkqI3N(mvQnnjTZ z-ciWuo&y)WN+?85CE=G?d<3y*Q{I!R6hb!X23Z(%xDsz2--^(9LlRaj@w|P>4)o~3 zjb>vp2v~VS)?*+Z!ETfpb>=9@_J&Dl{ENeFpEVU9isR68P1HH;LjdY2$JdD>{g3y124(=`kNHf zsU%|7^Esd_JCqD>*;t~b?nm4Vw;1Yg4<<_*OZ2mR_C${@HEo^fITFHk{`$)=zG$9b z7h7i@i3j6O%X00}P)$iFc1$n=Ri>)twXYHxKiT$@{jo2S%kSDe41WYG%hwzBhB}bR zp;e;x6f>|r;=OXM*#lHJ3mXV3k+|=lM4hwTh{!`(rdbgua**aKckY56uFPll?!OU) zNw%+lI6fOATE%E&=#48bG_G~|mKYA$jvm_dkb)V~m0}zdj@o64jC6q~+OB2>3!iZ% zAH>xITEc=zReH^g{f9_0cs|jc?PfG-xoGWkQ7wwlJd#$_Lml5!0?N2->V(sGD&m&);s)Kc=RaFt2W)@jy$mEme$^o}f2RpH5=!b?sF%kL&=VoxO6e`Sn|3{xadENIHK?U zH88n6h@^|Zu2=tVL%xO$={6SJg)N82l&GO2uK!)s>TtD%2-mw4Ynn`9p!-Ks$jb)l zTE8^+T(U=($M26f%bcM^#JwMcxr1-uS1hZVALg3GXSeXXfM?7SwE&_UMn@?j~TJ0Sun4<^cc}6gADJV z2tf!tz4A~Yr=qn}4(RTR4xnTGkPqHm&{i*_o{+U8GevEbe zf-xES!s;e|*_g;vCXzqAzeMKGKh;aydk>Cr_j2os%~6p0+kj((E2#I{MI5zMiQb`x zT)rEkq`98sdy1(yE~&0fH`@?~Ljy~eXWF0Q@76EhC;s`NuD9HnTPzqOadR=f`a$4| zG>9=342AJJmlGWdp*R^R^(H|t7|NZJ{2J$i;XXXGx=B44A1E`~8{~aZa$l{ce%=+z zcH?DoJ3KJAbZSvy(?hJNtUi3X)&V^G4x4Yi?}PW(l&TYA1JHdfoc(CwQzTsrE5yej zNQ~dN3C|Biv4&I9=zTAIP`SoscGUwK+^@{3TODC)R5>lmY>(Nw$qP}_k70I3>g-Q( z7ep&gWf(p2M8lN#(d27xn94aPsbKGcSiMmd`W;88uX^3bwDbr(r50{yIjynb%yxrS zT^5XUT@|=x)({*M4P|HZ^&vGc+K_wdK9mFs_BL}^A#5;$Gt$@&dd}&47KE(fY^8SN z+jb+E3mqHVoOB7)eC45eTUF>8UA^&U<7rU$EgY`eqz0<$y!(mDGmw81DkO*}hx#axhW(ynUdDEJRT#OmYs&WD+Yl0}=%QS5G=!Yb zZrX{C}NJN?#6 zF^MGgcb%Qce~Bc*wPh|MKbai)^VpPWIhphb@G^e(k_pT1%4@&xCKCmb8x`^TE&W_NSA2qf3WG-P4J=$-kB-X3Db#PnTqkCu+0)Jc`z?i&Izf= zMzG9OuKPd+9=1o0XG&y3@%D^)_}dH&+~S`ey_F3yN^;iq60d^SvXfrp-$LYjgk@;V#Xs=oIp?4x5W-jiwH`Y+WekGYbn4gD_)RaHQ z{rPBqUnh6fq5#*G`5NPWiS8Ri@ZDfOb`(5Rl3$U7{NEh`DbFYf9mMw=yV787JU#2Y zG96Q0r#-yvv*1@kiT3KsMO5(M$?;2%AhtDrxHYyA#~#`GlrJqr@SP`3(=vsywUPI= zwJd>(=$*Z*7-bN@DXmvFNW-`PG}XTtl|o1SvMuvz23D*67?Qq~fElkRH94;Lv6VMc z*|z5aLO*{TQOHfexcSO*d(TXCB~aCpd zdisRmRVw&r)~;;zD1zh83Fp$Y#W-r|ywA9(2=ST%uep1Rk!Tm7)=$pol?VIrt{~FC z`}1bx4^kkwrALt8FcTZAM0!_KGQn$o?N4h#sxp-*y!k6lt zhx+W_G!sq6;p(~EF=4Xo+6A1=T~gd zEW%B`z9%Q&6k@(+cIATbV#I7%<^OhG2^^WsffnUb>{u4KXtJ;ruJgN$pPep6;uCgj zBk>!=A6mY2xCG6NhE;s7CFs%XcKP(T2-+_rHr<~oK;1~k-T(NCp;v72?DP9#XiEJk z)F5%n<-O}4ek_4v_S1pq`la~M{H$_)V+lHMAI^M~SAv34m!hbE62!?*G5<=IVBXWU zqSmiUAUJ9}wPCmv0m1v8Tei?(kRGrvHi3@jl$c`yDs&ug{MhNBK}SPW?nuM{4P|=r z@r4#7PTaYNx`c*{BNxh*Zk0ju^CRI8;WT)A=WP^tK}U;K``zLR2Dn8X<1A}3+a_CSj&XYlMYw^J_eQwo|~Yu8MvFwU-@(!1EYs`<}FZVV$-Fy zzi(b(!RdO_fS^t}QYzbrXhIcWHXE&1URQy_1y@s9(G?J?@07SGTLJmFtNMA<8<@DWPJB#{>^JD?9*RHltAFZ@YIkA4y;CGcsgsU4fq~ga zx9L#YVz;YBfsUaxx&Ghw3`n}|b3D7BiIjjXl`3GNb*sOePcjQ@9w;8a9>YR%u<)YB z5Eizt3#J(KF(JUbl)d~W6LZV@deo0H@$K=9l<{HG-(TQY9w2d6&SRGMNnd<^c$7S- zfYq5bDoY0|;K;$sr5P32T)v+|^{aqQ+plx(4&``uSMA{WTP&>Dc469jHxteCUQXJG zGGKl$t2$x{16d-ptWz91?3$X-Y44S9hA`=Gw6_S}@ z4CF1B`qMQ-$H0*%XHJ#V;r3jA{Kgy|GC3Kavk3puRtk7c{AZ4eeK7PR`7$T#ZA9q! zG-`DFXdxY9=c0TpKGN~g-CFm9+6Zt#Zm;dJY{4}L5h z+1Wm`KC2uHm9_FmMa!X@cc^K@!gA=^XD{MevEZ}gu9Y^woS1h?%Kga_6vfV|`r7T!!T1C7ZVPH<+ zy20=oQpZGky*asm{rCaxtxwmnMs|@5;`^r?>&3giviaIseVURGoXC)^0~%C49JPZ?seGBz<2ds zCLe+sXi_>p>OtzVXuH;y{FDyq0SVFHb#&bGZGVtSo?Bs~Y1_a3OqlNcx=>;s3zS*w zZ&HMdZ*;J>5x$b?+MyW41YhGO{qLGgWW|@h{5no_ChNAYE@Gf#(dugM2GSSs$DVo3 zz|*^Dn4fK#@KSS$)452VgOG=5hY7E*5zhX>W@5zi&6t)J6Af2Wl26$&p*Lh+Gehe5 zD(I1LkuW3Mwp)kfzu3?(G_Z{c??&xKd0k8xO1yLs4P`-nwVy~}B@3)tZoEw)d0wgF z7Sg8WXmfhU( zy%DT5IA+EY*VzW~v9_>i^78O*9)ZZKzSF=jAC4VohJW&a0HTnFY9|rCtj;T zdsUIG@TMAkG!2WCzf%Ll)pv)CBWj>nI^fonRfB%ss*nr0wJ;rb`{A{Qjn1|d(_$+& zL{!wHxfX0xvo?^YkU#(@h?y;Zc~ zU~V=rVpAXoU(S80zjcm-3xe(j_G}Ke7u3vM{J;UX!a8$-Ef?x<+ZQrCxR@^-Ju-Tc z3+W5Bv&9rHdRLfV4gh38o4;`7qTnBDP>~B4SsUMFtT@DlgGEh8+CeUo?mg2EOyxp5 z`t-GdF)qwqKWNU(2&m>x@-&o1RRhEeJeZqMfNiDgAM)DHQY{F%`rkaw3c#u73 z8LisDh4A>)$_;5;bWTZMH6Zo5rc}v2Bpk0FH`&}LX_o%1 z#xNU;jE7u$+t^V2FlM*Rl!GnR+Ml=&$hjF)CzrNyaLKslKRXTw>LTZ&w-Vd@(|GzE zS&!NA-;-ir4x}bOZnjk*c@=g`Bo?s|+^&_eKaq`M+WwHWS{xj|)|s&MEC-c~p4HwV z_eV7OlXD~XxcJ9dmvD04(TnNM+8k70oRPZqmyM#CWNt?(8yvHjL8^glRCkJKRIeiU zq4pr_iw7GIN24XwD%lvG{p2lN%f>+kYxR*4HXf8^uZq6S#=!5rIVZK)i1XhY9xTkp zwlR}vrW?8MPxLxIW7ptIe}joQwHk&_oBx{|tj4`0jRm9h8oZj#I=jNL7I^$z@)@y5 zET3iDJgGsf`Cz=`%W8a~D}}n>sm9Bz!rzZnSHY(608LD+5{|(^n-h*yLOJ^2+IsCO zG=#=FbTn0=yu8tSo^v&Rojg+VGrS5<%+e=gpN;MHLNS@9b>p z8P&c9eZY}v9ee_%{U&$&%Qm%zq zy>1znEZsP_oUaVDJI`;e=PSj9vWBO^SIB>-+g*3n@DjXK-uU_fwFJLE?NMtOE5Vt| zOFu5YP>NU)@tBC25=1Pqd|+%?0-;uIDdhttc=VF5K&7S_^Eb&T82J{XeZN{w#=Rog zjL_y!y()s%?fgfaJ4J~4yr$$tLJ`E}#9#heQwY({hgAc|3lOO+{ik+y0ra}-QaxL# z(7f#4^MgsnKmQ7;-dRD#Tnwe#Xe<}bC3c6^f8`>z_|oeu+Ic9b_9)P0<>umZ23_PlVMN4{O&b^GV!7P@h>*RxFxbU7s>sVl zzMY@{O1(S;U#4t4Ri1~IN{S+lKMy{RR;j;Dav>0Ou-#ca7k2TplK1R#px>Q7JC&6U zaXtT%8D-uAUIvnuCHS-O#b^If&3~tUCH%HbMl_=|AnV zAQ7@CA(5Ji=?AL~Bm6RFajva5@4jZN0tw z)9}$SY{$jWRMeP!Wcx2l#g?rb;=HC(A$wE$@6mxY*e{W4Ngz~Te)f%kZ8}Pi)lTQV zOozt0)sG#C{o*$NRm=Bj$lo7dc9}4zH*5E6^)v_yeBy2Xm5Sm!GuyYwrsGnd@@wnG z6dd-v&$>7YdZXf7p8KdAdn>; zU>8$YGYuJnJ1LBzG_;l7R&|k2$J?{wF5`rI>r7nj&Za@LS2>eGc%<-D?dtuhh<}q4 zd}(J2M%}_}zZ1^he%YV-7;cA9ofd`(087ux6zmvju8wEsIqXlE_kr|+5$aRbTGIKsDUe#G_=o-Y;4no&u| zy(#k`h3{!d`K#6$te*x`-`_a{LTL~=FZ;7KC=FX2qMSrGr(?dTyAj;Ub-l}1-Rnum ziAzl?+Juf3)+cXwr(?QwW5ybiSEGPWtCQ5Vb$vycrV=^-@|bH)q(8E(#FD5w3V0j; z*|)wl13mi<%$3qIF<`|<6&%gL@JQXk0i{d?8dx{U5qn9<-S-Q1G7!}_Zel>VNyx3} z^AZX!NM04cVMc+BSkjko#Gg2^&g8IiCip}a*T)hz^9{;<{h9&Dp2^(yEdyqce$Ew_ zWkBhe$F_$%GO)|9cSGxA3PNW#*-tN{z%y6=XZUgof+7VU2h>wA`+M7eRMLNWz6=f1 zd897)%^v0r6g+m(x9K62x%jaAw-g0W+TKJ8kbP$j>Ro;?mWI~VC&u0erolTlSnz*vnxV;X{XLkNXQU@G**Qbao{LODx|Ub0u*m zUHdfmN>ea?U0~RSoZo^cbY(+iKxR|CRx2$7_o&&WC&~Ui#jM?$He@1CBKf^+QYJP( zlbD~jGz+Ky*~(Yfl8Ht9azo2rXX3q!yGle)1|mFG75r(;grfFCUGbk;*w}J>&oZxU zEZimfo;H{bw>x?{FSD}|EO|dR=6yC^jPE$$WuF7R1<&8i9mzqzgRHjdKsKT*Iu4b& zXG8zjr`zTI*|3ioF?_N=7l~?i?E!>0FW*`yL3qXf>d%0Exrlvy?m6>DE?j5*{jE$% z9Q$6*W#e4z{I+cI_`+N)j!F6cDwMp3T_Py0U-BT}@!6@Thl-G)7`^b<`CxwA*e`Q1 zAFEeB@(MD^M^wO?^jxES{Iawh9OP1=NFA)dJxzt5goC}YdOl2^{Pf9EC_v4%p_2N9 zLhQMv({>=L2%l4Gm=1!)*t%86J6*U4b%i$;BwZ~+&;7@ecdit{QQ{q5ixfhtBXqs- zlR~IWUj7mnRs_z=igk0xiZSJ(ty~&hi~~^vx$+Lh*pd4;YX_m?{;BtR+#(dajksMS zdA!D0?Gp2gz*rph?JKd9g%?~^&@VV_-+y7}|FtnAw7!7F_WBw#>WYXwQhrdOT^O%s^_ooO6DeeAc9mUX^)zjdVlpsFd z#Ztqx6yx2^GbfLiLVz#8qqwt_{BLddzGPC06mC(i^r}+$cP*cyZ!E?2gxQHBlO>=p z5o(eYD1#64c);a?G9)j&d(A|OhCTi(?}uHcVYT~18$&TVOk`(Y30sWg0;w?c7}%+a56IBAt%X}IbqZg1dD#|Q2v4gCcS9Q$>aUrn8fS1-3!Dx76P zq{7WPZZi|iJg$Ph4-=Kn3(VO7SmgoM>1BdZQ~d7Gbr#<4ZqlkwD2K!O)iGl~ z%hBidyKpbH90}EPEK|`6?71u`!=7IOlj=MF@w&?)x9MMYk9RrZw8Fx_?k&g3h}Nl? zALSU$UTYvaTmi#?gHG2URN~sY${cwzKX*ztu4^}ChR_`i} z^W(L6C>moc{=F6_WXRXlt`~w5_dB9Aw~wsP zz4_#0L%7t|?`JHjYg9&OUn;5Vm(SrBI|*Hnq}-Du`5eFQv#+$^Vt66Hp;;go5eKLE zxlg&ESqs-xej~acS-1J5co_IDU*;ppgY4@m=Y;}1{FDh*XyoUCtDNdb8Rdey{wQC{ zV=lb>*2z;!xUg99T;$ve9^975-Yz`E!-&l~qZckbT>kH4Q3Ij5S)4D0`1fy_Cw_e= z4;wuX9S$dazu8|olCb%wjF|_~-)F0<(MX)KpHszqqBHX^*nKdXhcI*NJrB}(`0CTD z>q+c@_9?4NgcCkWKHFV+D2fU$P&ennFO@g8p45GJM8*6hsoQJa8~&vhJVgE8=oC!Y z{RWShxbt9|dwiFwJ`d5Sv+~ao1~s1A;5){}{wro*i)mb_zi)i{HkAtn>daAh7cLgA z^mQyFeLCasDR@Sj2g^}Yzr{pX$rn*-Nb+WMWo2w5b+iPUb6T8v_-o|w@%2p}KGfS8 z#YgfWlO(06?!-gWdhy9cNj%K9|GUfW4G&4drCmOwJS6BfDCF?h;U_z$QG?i?Ug4#x zgsfTp)Q(Obx(>2y^Cz7}~sacEK$o0Pa$IM#$4e->dJw@t{AOXB$>V z>i*`jcijmdhFcFmJ#>Kd*?Qp(p(t{maSAJKQ+ecle6h=&kUwvTyMy>`RYvb!CH9M& zck^x%&QDXdF(&@modscPgwAK?Jy}G!=kA*?Q}1|)-2b#~!*?Fqo`ol#5~{=AwKtb< z+fs)~SwEAlgsm_192|)Mt+WDNn8fi9pSZh>P?s*&Gm^rC?>FDAS~MPxp4aV*Cvjts zw_WxlI{M*kW1quy;Cbtn|1qe8+^?Tff`)Y{D44n*N7k=jvJHPgI1-w4^CZbQc8n@#kN4f{&#LhJCkrdF((P#kk6XI-F8?oPC|>WP92B z5(xLWnRHPIkG!4QzGG`0E}s$HzhZ(1Z@N}oBhe=emC(W9LF@RRy^F|m_aiy~B9-I` zHE#$I*jy{tR*K$eTn+5^4zlhFf@BaO! zy`=B1hnI*7*Wu*5i!)9nE_=VxwogRYJ1jXPaE0_~aPNg_V%PU39G4=tdHS<+5_WYs zP;JLtLwJep?pBH{;Qi{v1zAFRd(u%2 z!tSFJK6ykxxpl{>eS7NguA|IiTCEOAg@3+A_wkU&%M)&<@SrIq`*rOk5B~!I0RR6K zmv=mt-y6qU3dt%WD;kIf8IgQ!Qc);UN|H!rRK6vmq*O*pM%FX#`*|K)R#vu#iYPQx zG|(VfNyYE{{(8Tz>zw;O>zeXkywCJnG$3f5YsuL?4dD7Vt4dflpjRmznMD30Q#Nu}x*nH5wj?k2s>l6T-br&!5>XF~%G(O~1j}NO1vcv`J zA>3zNRNYdC7v2h~2^n>0s`+TQCaVrt6H8J}YBbDo*-uQOi z@vC*n_tar;DyV~%sPYh($ZJJjTpJ6h!}9&>Tv|5PVe7KD`c?zA@YpMyqMlxh@Rj05 z4cBVHd>?DM=YB0tq?DP2sE~DM3cWNos6(B_!$~_r`rWn$55n6A#s5Afv@vW%1@Is~QZ~l?NLASA&a{VheK=+r%Ep0$y$j=zWX4>$#@)2q;Tc>CY-M^#u{DZXsbuo~w?>_^<&t8k(4 zo_bwZ6}+!@nDTa1;YX`T=|`P=c$d>1a&+lETzX&suUNPeRz5xB9j_~}^4t}E;U|@- zG26S*IK2`&&-sj5^X?&SYU%Lv9Yn7=Ki{Ok0jK_c;?@y zdFXTzvW41ub|@A>{!G*05&j~as(-M!dqEMz%T+!PixJM691ed`i1Z6L+JAKvV)#te z^p(UybR3=5|Gc{pE2E5x9Fq&6|Dro++Moa!sPytmEr6a<+J4ol0ysVNzJre%>!u#5-oZ_! zh}HqGJ6M&ZZZ`ht4ld-bU#9Zy4))o7mcMiS4g|+uvla92phU)J+efWCXkeu37nSG3 z)KYcBw~%}osI&}tKFh`fqK!EEvV`g{&6H#@A!UbNwu`akk}qeO*{Kk}~8H#|aZ3Mq|~* zZ0y_|{>sEM8@rr)pB@t=`&e0}Pzs-caRhyyS zp-e0}d`tBcp&;L!$BpkZQ9awvvwL?I-Y#j{;qRP->h(Pl}0Ny(=@zI}>~BW+Z7G&BV_oLVxNB zzq!mm=rNjsn_nnFyPyo5ODITdnHKl7mQF9QxzJ8oT58sdOGb>QR=HWymUX5nTDUJIPPpJ@D8fMSxy=NSy&~{O%Gueqo)Q7VlO9VNn z+!uBJH=&Z|T5p~C9IW5$tK&zQ{o+%l<1-o^GJT(z;%GWW3xu(J{EPo2R7DbZ6%V~T(5fECnp9W*fx<;&%#^CJV z0)-1X5USXJN#`{U!-!3MQXVv{*I#^jJ&3}FA)#OM;@F5AQS(vHW?_h<`LL;hiSHt6 zkI&|@aOH2pZy{GUgq(fT_a(Ez7&Y0gae$2(8oj+Sgcd)vl`WOo=rjIp8Ck$W==r}p z1Pxhe^zI3bk72^!|JwVHr&*9xIQm2B3=7uP$~8|4S;!t+ZzihBMvd3)aJwQF1m{0| zv?h?OuW?N^?lBXZ-D6&_3Cl|p_q}jrqDkT3QC(jKHh&Oiraxig_z{Ok?#3(_C3HJ@ zl(2BDIH&0yk#`lx7|EEh@HqX8Kl>&V!e+Er?QSLx4Sjet_?dwvw&Ch}*$fnTh8&Oe zXCO(?L_5owiQ4AW$r4i*OfBrz4-=kptx+k+}@~X^8xOGA13ih~58SCIf?Rr7H1x40t7$yM1?ILg$pFx?3U>T>>*5qrWm> z&kK(FKv?bTecbgw21**%g;vL+PdaJ%9pJqT^ zs^ED^0Rt|-p0##=XF!5`o?cbRz_llVzV3t`E|(Ql<}&av>heP8q;%vftQ$DDG94lX zp$n>>rb71M+iMB8)8TvD(xoww0oQecY7Yk)P?>pq>@VS>qh|w64wC(bROcT5!GN&p zp=+hZ42bV$DT@a&pmcS+Q{$?1d`NO_vR6w--nJRk^LL#R|uRS=M3DFVPBn+4j~Ug!(?(V$3qwXc$dt?(wsFhcQ>=}Cit9T z<2@F%_`1!^3EjVPrDtohp_C=8J6y@abzh5}0z`jOWqF#v6${m;f7^^FG4bo88s8@( zhh`h&6PbVMUGtzTkB#`7tQpJYNqidll=+LuJ7%tjNHq%<^`aOg>+Zc6Iwt4F#Jz1= zzIJ3k$~Q#@qX>OxRK_ZFlJ~N?{hX>{fu~n7@lKogV~v0MA{{mgszvQA3144!D?e4s z!n_3=ue{&NLXY;~T%m0&)V^Jy>*3CXsCSBe*Gnc!Rw~Hvsv~x8kiJ97pN$V~ecm&2 z*w{6yovlY`t=*~kgy^g9JlSx30~<-vXJ)&+W@0L2`QH_`EX1sx-CWIJBEaRNOb3wz z6cfJ4H?rV-d9UqDeKzKf+0T5jk&SQe+n(h`vA_&pd%eqng)jfPeSE@Y!Z`Y}wB{cM zmM;?tmX%;&msECpV`)0vvKXEYR~cAfzR-}>z;P0GVCZh67 zJcas6e5hzuDbHcT=FpZ!4Sh`XmhXxAkH}5yp|G1!L?Gm>>VX{bRKwGOxn;mwZMfVe3eG` z9N`lpMDLpWFu;=VjrpcJ|1=8oSNxtgrb40G)=AJzmBQvhHO~ll3e(<_@BWehxkY<# zs%B7-)8}i>^&s=sI2d0&OhJ3qP}=NLHcX#rH~E{g@kgV&4bo+RUlKS9Pfl;tE;fC&7 z-XS@XS6jXfmy&wHcd6#rrExS=e;kvu*iEC%T`o3`a8_H{$7k|1B27g6S7uPS{ra$Y z$$AQ%zDsgD!q{+5NbKFHMd5F~PNR(vg{&D5oP9DWSeG?2*-L2z6^F#VB|MswbAB<& z|D$F3>m9Qwq<$Ve^Fo_~m_gL4s2VoT&-u|5yoH=k&foHY4uy`gZ&x*yXskS~61Cff z)HD2tmP95JySVi4Q8J~bxLhx!wnmJD0QoS%UQ$;Czu7Wt zV;%(|S*K_I4Q%Kqs+8jtg>8N>McMfjQrZ+JWt3@1U2mG*mP+cVLo0m6RA^}Xscs4- zoLH3{Kl3z&t9`wB(+}7%n(CtG*t2mU+@!Ic&B86U)bNGTY}f>N?6x{XA(-EC|KTDE zQl$r`(+GFBK5TlriiV`?l9)Ng6llSMr`CZKTn~BnB!R-qO=q^;h+(7b)?n29oovKt z4^MH)I32OTFiMR^mf>CNOj7?8-F?2en@J;cwcYwtQl#!w;l-_Bk$TQz-H@z0jT;j` zh3yExPx7zHJWGM4o%Zu#2?bL|sJ)mcImgd2n?7j{3_bZfPwwPkfO6H?vxEblz0^@T ziiSqWnBICX;=lWr-`-bB;j*IENI@{M^DkrF-wA*B8=jxLmiRCGCC<<^u76$nXO%1m zKjs#Ol{#{8bF*vEFyYRbEgAsj$j(VT)^V8QJ7Eo>~3 zE1|b)(5O*OP^sb4$X>Nr{e(ORGjsUt@(3+&@F#yKeALr;DEb(&8=C#8vXa7?T+Msp z7bsFMF;4z&CG}n6j;HyS=LJp`Uyjodk(Ir!pGjkx;Pg>NEgDXG+x}Ym z&=?8a^4*p&PvPs1orL%6rhacFjJW z*OEeLQm1rzAdv&Nd5JzlE*w~&ADUB~O~aioH&D~1!JqNiQF$wcvLWd?CY@}Y)jV}p>nP2s2ymB(uU#d^Tbfb`z6=B1$8NG|} z(aWMf%LWSHq`P9a+fc~!jtI>l^ZE3q#0_~hm$!-*L#-QOgP)X zT;{$w7wy`um%kJFqJ!JN5?2m_uG~DGMCM!6bVcZp@0I#~1`4etac5jN;9m*{*T%;s z)-2*e!+9vllQ4PPlx|Kc2SxX8{OBiitsl0nbtBXp@z%IQ?vEDESig~+d!~uYal)?$ z6w+mmmVY=+-miYYR{1Ip@{>m+tvopR+}YA|fiU86<9H>ZW+i<=t(b<) zuD@!=fy8f3+QiNhTASaJX-w2Z2XiPv3XqLhiVY+5P#X|Fl1Kbz2-4UDswG>Ll{kTXRHv$T+Pw z851bSg?e-_qnLa*@y+O><~k01R671GlIJ4GpxHU}78iOwhsvj{cu27{8ITAk|GSW- zcw+$%i}Kv!VmI?J{NlixULvn=`(1SRj=HXOj>UN_eT*MaNeevr! z7bRwkvg*P)NYSXc>GYDuj@hTK4j!WMmv>u0i^M0<8Z)UxZyGU*^^Y@oK?TEt1qMwcj3{ka^jymo;;F&Jw@R~@4wQ8(-e|~=P!0Aepp%PvZ3S(1&XhLS#?y~O)j1qVMReyu%C z?q#ug-t&iwJS^TOF52P3L;8HX#}fN^un)EVo2tY^_m9AUMZUz}))<&?*XBaXdNY$I zeZIVEFlQynvsx0O!5%MY8Y`9F~w%4xZiV+;N*IL+qB`i5Ha?r$v_{D=+QO^l` z!z0x1ki1ys@-tsDjfTVX`5RmYNPfBKp8xeflIJFZZ}c3badS)Z3`f$hTN}FD3hdy3 zBU!SVn@*#AWseEp8xkMQztK_*8e4uWn${ricwWe1%a$J`|7LE8Jx=mw`O_tS=Vw!J ztXZcsNdA}P>g1Pf%fVg4tcd6Taj|#t%kr6o5_V}K)6CO%x#3+qnR}0 zf@T8;uXk*6E8fOIa95bZFk#%gy7Eb)Us4r2_p|{QLTl@m4V>oUk@`&kYVr=|ZNJUa zACY)?p&+{Y9gY4yO9Lf{T?P3}Zp`^bVa)F6YK)vg3t|Rr+>YshX z#6IK>iAg^{MeOoZWZm^f3KJ26=1SKn%<^%GGJC_u`=tvmhY$+6>`hQmXJej#`>UwC zENre-UO7edT#JQ%Su;ug5jXXbDWG98_VMaaK8-P^T(N8($?Mm>rG1DU9}N3g@rUe( z&ybZJN%HjO4O^!z2T7iO-D$Cl)J5eF&wKHRoy;Epy@!_JVW-WGt#_h%m}u|UbhySt zhR@xvR#$lV{bkkxpRGLPooI8=AT+;aX&glSa(QzbZJ5Nx)A|YRdZJetPF4FG!NZqj zZ?4pA%D}GiTc{-KPYp$>6#^vBb`_WlUCO1=97Rb@ki6kOr#85$ec>O?!9rQwpV?Zlf)@<(gs zmj^eivk;BRdg>qz=f#}(g7l)ka?-E1f}X(g%Co0kZsq)<5V zV`TTEP70G>qGAPKQc$lDm^_|JK|dhSSB>;jtM(*^l@G9ysPo<3x{!_Z5<|Vd*=(5X zI1%AZ#$QJ&wp%VF`8wX)t2lzjc%P7`d_9eOHB~+KmubYe_Ly@n(clSvOA#T==#OOF z4kz~zF*Auy#t?W}~ zLRnq6=0OS*sd-vfv0GTU6l>_Ic!`BK2TYC(PO>06a_a+&$b#3j)&`NpUGmCBJp=lp%3g zcX@x^6B1`S)>dCXN8<3aWur}mbNS-LR6{t>P`^H$CBT7yhT?pt0*$r$;pJi*NWU4C zn%_(MkSCIYl40^}h?x6po9<`h^?|Ruw!9|&$($Cyt4G-A-u-399xXPM#ttN>MX<0$ zU#BH`I}2KN=dN`xX2EUarem2D6DC63B`z9F%pbh=d1(~`;#DZ5Fb2NuLyREA$iv*24=LVY2!YOl_N~!Hq z>6bCHNL~LxMe9Hm3*%odmGnlkU?t)Cha!C2-rsziP^5gXf67KSN~dMBHW5G3786YT zk1#vnsX$=>8;8PYJ(&L=8$n*5M=Un6;mM$$-6HEu&A&TgDaV4q>?T!fe{!&^_uF=9ZHRerbl{ zuSY3ZDl$G65T9oph>w(1Q3FTHqF?d%WxUK0OV|NjivcR1Bw90%}FqM=fRh-8H%k|;h65tUS;j8aKRiWC{yd+*KNxVW}t zeWZwzot-2hBO^sW;&=agJ@0cq=bZbT=eg(ke#9?(D9jv-fH&T|-P8Rep=yP@Nogq( zcGu4wxxFV6Ob?w1loX5vuD)N>I>c~LzaE^xx+N4!3#^J0a69*)Icbw^j@8= z4S@HDjCj?!Lg9@F=OfvZ5pcPiQF)8G{*lAVIVa}6z!)?t>WqSK!@I5g+oM3SkJrny zH43m@Kl%1-B)qdVuNrfY1X6SVj(0C2!L4dQoo`ztJY4#7Mo%>w4k|={D_x3#9jER@ zwpqr)?vnn?m$c&`x@kb1Y84A&M(;=ugJPgW((Fi9b~KP(SqbGQqCwP(y@fs#3C$6^ zY@@j&A>Vu;^$J8oa`*cTzwj6!DU)Mwu*AZ_Y|H7RF)^?ZD(PEsE*gjrOzOhIBOy=n z9lcO90=n83c&WW%AnhEqLqj_R7{0cN0(QY*|A)`xu52hcEBXt(dK(VH)dNr7T#f+h znSWR8u0%ldv4rV~hHzMwez$GsbQtVC(KZo$Jp^<%vs`p^3x>4I)wf3L1EKatZ`Z@A z0MJY^6+6To0PPB;HvXQ$@Sl6pX7hzGP~U5JrRjGVc<~tz>Z^xBP)4+ynRy7jaBWg5 z=m>=Qw6p(QL;^tJ{oJ#LXkTboe(?7Xhc_s=vZncO@rL@ZuZzsmd?AT(=kbJ#A8>gz z6-T}B1JyZ^c^jH96uRhbyw&Ujx{KL690k2$c${~1PQwdA{vB^oedZ1}aa)ErG`hjy z$Iv(AHxQSC-C<$4^mp%9H+Va~=8V)g7)rV-FNf_xWvsc5v)Lj@b48 z?tnbkxx2RejbNQ|o7cVb+)(p5ai(wgWsIm(yr;Nqjw0r+-GQtQ*rPMDqbkV>MY?S0 z9+#YOJcTRPN$3em@%eI<^xC5o%{?r&?95BwT9 zC8s9lh5b)z-w8zd;krYLa!=I)(SEpC@t0vBMo%t0+*%ZjMz`4Sw0sRkds4*Qda+1+ z75z5+$Mz^(VQ*5Is*1!Xk-V06zoO8eQS8U|BL-DS6tNe*aX7O*((my51RUbutl_ma z0mb&2D1_xEVw|rtS#oP4Ug%ot$&*dSF0~&oE>)!BPd0;|Uma=q&@3)JEjb;t{EjXY zIS6=z;F8?SNyKATgJC>hh*gsI5R#s2BN5)GSgD_;8$Nkcfe zWuQWlhTNGSBgCAjcvR+$@U}?`(hB^rxq^ayygMagnbx}No8DyV!PXsrkZF1N>=sUb zDw6V5C9OHO#JPI`Yn10}e+yn)K8YG3KD%lc1jnDY+n8-HGA zy5Z5-iwh00eK(kDb{aHN142{))tm&IHY~NBcU}Fw|+C%>T^rMFOj3Z zO^1?^@u`2X+A9$UZ~QfDOiaK{T$`mNxD!y@wZ&g8ITqIys-_=#9E)E5o)VY&VzAO| zRmV{~2D#!5waXo2@Q0HG!RdK4&JE-k*6xZz4F&!Z1LZK3G>m)LXcmn7qi5m=Plw{? zn3298)&04(D7QyBB`#bb51NIOWm?rtHa<#pS0lts=hEnucU>zwpsofI?DmfzjgwQzP8skgV6pDj4 z*N*k8<;KFq?Zf@0#xdYl(fD}BR5VmK%smZAjsi9*Ys-f7k??8Z!;RRKC@6lr(rfZF z8Wslz0#sXL0A&wl-YATP2mNw;HZgs6y>|0-R2-DICfaRh?)z@s|MSt^aiH^^=g<1G z7;s~T+<0in8@QAKTK^jy_wg~aAq=S5K^d3nY0(|t9 za}%v6f`kFJwDlhmd}zNrrk06NcVvS9z7h$nf3?IGA0Yu(w^l3tFA<*9mixLgm2xmM z>!~J!tFbC8A&Ugw2Ly7T3X?&U{A(nml?+}||8}=B^|{ACy~vbqY8!$?!3MT~F{h1r7@uc+>_{LAf$xfAk$1 zh*k|oZ+4-9jA28AS78Q7cmC)$v&#Upwj(aXdow_S!X>!Af(BpeEgzCpGNAL?a& z6WFCsvaz&e!MVcOZ=34raPXYxC8dwq;HX=6wQeE@`YIZ2jm>i*@rsLNx*`K!#a*3# z!N-6gH!1I#<{WtI=T0ivmv zFd&p{_SWt-1L8m2tWR6dfKij3FDK9CLc3r~<9Bi@NzE9T2qCNU&)1=Q;BW0JDK%P{fRz?IiOIeF0h3^2TtgZiKX>r1F1sq z*E!*AD89i`ySYCb?zo&Rh`62udjn#o6nJuB&*iAU5=_ynX>2>wSvP-W7X4fh6c;dJ zVdf_)Uj_M@7PrOwU+c<&6=2W)#$5mKz-mGXb9`a5*zE%yx!~LtpH1gxfLPgN{|qx* z2CZ|9-JJ{i=k{6i_2qy*>y*o&a1QwRH_@V{vO)FYZSuf09cF01PaU79gRYsylz;3KGIBo3b0u-05XdqqORIjO>0Yh5L zPr8}=Z2DQ1c>G@`$ZWb<+v<=7Q&vyiB_GgXK3F-+mP`jaUsB^f6FNwZn^gxU(ZNh_ zYNUTU3!W9_3|rmFf{l^ulGPitfM4Hrw%}DZbiDIyT6SXIql@&u3(L6>rtVA@UCMzQ zdShYib=e@kH=t1}iw1h3D$Bo4y&&+pes#jQ$J@G^s&{>&7aHx z(({7Qk-H4I!(mAi63K_GZaV?GY(DfvR;kJB4pIP#bAi}N|4qrz9}_b3N!EXZ1~ z%CjNtnXFf(ZZ=dGZ}4b6M+fuTJz0#e%=_^!D-{2n0gIwta`{p;pgjq3IW=VX=UoAmJA3A-);>j!W-ciy(XNgaOakG z$p__B__p3Ht$!{BYE2@ZO;shsO23LAL++O-q1cjqtR?Z)2dM~vYoIURY*M&kJ5$e6*S-<7l!{aWXF&nCSsKpT^);|*C;B$k%&mkH< zh0ZYV_DD@S%LS6YPwTvOw1cTFl`;*DHej}}>a}*;0{DdL`)wpI!@48Aj(1+m;7Rw{ ze@p7uacB>_bn0GfG}|;qaAcgq8go{UyGqP zN=ddg%{^v*Z!3j!DJVGORBDdNu|v*SDJVL-dCmp7TlB7{rFfv3n%MbLb#JV7+FSEL z%^M?b7|tKGbw`cE+v*dn-BHIZt4e#&1v#a5%g9H1U|kW*oBR+D9J7+E7nAnJu~CN@ zfe{}Jpq~1^!POrd)+`duXM?cT?fcY0?@*-AEbn@yv`+G2&t?f9C!$ObJDEhG-b-o#56|FpWSy zzm=N;A0n_;nAob#6NL_E&lUhpK(fE@@ruH0OA`D?e@3B2NMU=7LL|ykxGYZBF!yx` zP%>bT!X7i@L>*A?UN{rKPS^r3icHG5#L8JdWP zt(uggy5jN5BcBw`zj1i_WbbJBo;bWDvzy^PABP_&;%u}{;_>Aob)us#9*wf{&hT+0 zqVlhMTFNC!IA5R^XJM9tt`S5NE|V1e;2Nr-l$nH)n;1RUl#}qhyts;gS`zA#XT$D) zPDZ+R{F4ri6x`|1E?DNBir%`^ff&Oy6g~Kpr9LhlXAit2@(>7kvqi^f$0j23vbsjy zTT92QXHDA;uco1w+5w}gu~d{*jpgEWO~vinH43pVsd#oE&++zXDsp_|mfLYT4RijC z1y9(SS!@j4z&mhZv2uDN01_P|Y!?Hh;vuJBEGj9|KT2W=zOQpr!${$U~iGQpYJ6+OIa0AiYjhPK@dj%IV zb5W7MLboXax6(5>#F_P940fMS{71mj8*HyznNp3?KW$>3ms8nPAHA!E`WS;+9NU3PwDaHfmN)LzNv>H7?HS81&UgX55&7`?afvx|Rso z$#s=}>i`j@qp@96CInJ2DG}rW?_V(jc|x> z7UrvMp}r5xLZ>sAc(2sc@z|TyA3;jl*j3SMXU3X~UOhx%U0N=Vb8*Xw<}q+xTNQtO zKpy^~D6lLL^6;nR2U*>E2F_N@<{snD!(&&nR3?`hI7R>OH@PPdU6*oWH82lvuCDR$ z#pI*G)-Ck0fBBfsH#c(nMFF0%zVPeJzXH6;RS_*NSctL`;d`X^7h?Py|NJQKLi7~s z{9?(*Bh&+9Skf&t$Fh|-};JhqDrATFsK*{ zl&1yg$BXg8`;obnh+^#B-gtT}uo%NmrMsjR7UQl4*{kOUigBlnzUPoo37)_ErCZLd z1m!AT8_R^0;Jn9q)vT5hj1c>kWGG#VlVgW(%^WDj$D2#a&NY{yeRq(=$(JRV)^dQP z5mKq#F=&5m0U(%e=k90xk=XZV=u>JPi4ZG2Cu!_4vkOyzepDl~PxPd1gNymK%ytyeNkD zZny}?UyCcajT9lf-O=3_nu~Dqs%+|(mLj}Wpggl;SA?AF$~^6N6`|g3j}zOQ3-SB= zt($cJ72=a;)KYt<+5#bbB0NQyGZR~UgXw=h6}uTszu$Y~aDcZ6-SyK2c!-4<6kp#{ zCBwXbQ%mhbJcZa%&8l>xr2zAGUu|Mz9shyut3VVO?@FB=N|Tb98Sn*oF=}9 zoJaDEf?yVo{khSq&zgzvi$=y4b26~>+89C0pN2;z)SFL)(-8W~t{W~>G3uP{el`Uf zO6MGIzsy3zZN*wwl#kLd=T0h5Wh)J%3WwK!+(1JKxn{$m4l3@78z!)EP*Lh_NQlF6 z3U1eN>1jSeL5lxi+hP|P(~9&X7!)$bcqM-4qmhw9dR%m(pNt;c;++BABzY2@xj?;#>~t}d^AVZI};PCqKPKTkw`({j6e zfQCgclcb#>J(RQDevb4dDvOXtK6j z_iK0}8iqb?ik^(e+?#8A9~H#mR5^7ldQ&XQNXy?KHb-Okd!ZYxc`>;C^Ha;$Wicor z@2xYI7>jAb`}Yef$D-`NzdJ&gqwxUsmg}F9NW9Qqu~XkY689#mr|M3I;#=;TP50G8 zP^+rpLGYOn6nJjSsC4Ho2V|9fUd(oWIU64RcZ2mZlSe z-?{Usf)b%9oacAy{L4UOQ=gPNC+d$HSC0Po#nKlOyMh}VTfI>A=|H|&n-_M)i?r1< zEjaTt`eU9qigWC;?y>g8*+kp=1uZ{3DNe6_E#{Az(^dQ2nP$rfYsxU||2FPk?N{s9!;Wxc@Rh0u9F1rO8@__Jv6(-Q@9R@)svcwxl16K8K{ zdZXsd6Alviq3ssk&1Dmw*!t(=`VC)PF-Q65>*JqYQUBbe-<8A{D0-_&Gg{gMHDf=e zmyCL1X8qw;PE4;?4v91{rCdrB{aojTD;wDDR%JafpyhO=;{E4nbMxr^SX+DKo2=Vo zF!m5lgk&6kR6fR$pH7nbb&pX$y;OQ*>tiglbm!ZiW{(jio4ZHz?6KxYtL$upJ(iuj z|5s>=IsQrZ;~32xJ*)zi7wb=e$i&gI1VJ6Bd2%vYMMev@XGeGZJ9HNaAIkOOweCO} zV^Z#t!EM++Ib1jwbRY5+*>4$kJcN7$iq4t6_8^ePP&vu+9DI8HKQ*uOfcArm7k7ty zga1;UeyptzIJv(%zx9C+$R54=6AL`y6RC@Gq0kd9TfW^cQ{)L>%1z#I7kk15@hd!! zKDfgz*}}dbC7zIa^cQb`sV9sMli1e(h=pCnhW z#6q#DBV+Jb9B>aT-n?=;76N6o_D3-LG(VY_$?`{IA(BBi-69eP?Q)*x?9p*>R^*p; z&1eE#ldDs)>_~)wfdE2CO%m82yub20HyOMias3!9O@alXVs|}EgtA;0*YcN%Q0N@{ zdmkea=62tBTD6)C+(J(i{H#)dqOyOF>Z>%!JD+TG%9jA<%W}@+Wdx{u&!@35j{qGn z8#Ha_h7=8G7v-1!M^6uTbWFt(5rVG`7c-qOJ zQL?C5!9jrrUIr8a1u{3REsp;sL)PI_284Msq|VW_tR~685h~xjokoTiVr;BJgJf86 zJx+2Dr^1t@@TK4WG~kHs2$J&70Ii#B!$Yr`CQ^)hneNJpn`&UofQ=^_bIae-;2!aY zQ@1Y-8d+E0oo=MUN=Wi^V`l#@eMremqk#r1cHEn!I5WWLCvQ~uRvIKw=2^@6C}175 zhoZqxfpzoScVGEL0UBrG!nZgIob*c6t7T@nHXTjrcnUz(bBFF$DyW*(OF1;rKiTEE%QwCbChQr|dr~5-l=*u+7e=Fc*VEufg{hj`8!G5-DjmA>nhKkF z@)}i~Gr)K>xANM{OelUf?3VN_3z8VAe1S|g++r&Wn8u$c#)vcLg@3wTgry89QxWQz zDa(Lz6n0}-rooZ*+jQT)%7Bz=rBmzv%YdB*0&-uO)`#v_Ut4C@%SxtSd65C8YZHIe zSTexg<*Iax4-Lkj4n+wt@8!Q<8CA6~D#$Y0P&SMPdOOwsYl)&kr!hYychlhEETfz# zLW4FwhTJY$DwIEqGOavD0hPkLn>aPe5Vq~JLO=@%DlIgo9t;q{JXmr|vk(bRUNx~X z=p(_1?%A!r*U6xnJW03jB0~c~Wy63G8Q7|Wb{Pth!Rzp;HsW0p9E}K8SQ94!ucyz6 zJL5#C6DM)F93p~I$@}Xpjs#fWJ4D=}LV%Nx{Qoss6Jeo@WrrUh8J2H1IreO(fMxeV zw);o{qsj+C*$Py6e@H;#?=Tgr?>u|T*-3?accmO}t)qc~!R8lo)>PP|f3jfh0|n@& z!Xx`{Q=n}v_@9Ou6^_1NPC6W#0X?TYrW_7t!8wlPxDi(SfnVjt)7nuPk9oo1Xz& zjqjW)r86KU%256JZwCAi009606qk2AmG2wJrHmw6Qpi?P86_0CMZ<_>SEB5ZLS%0t zWIHxzADnYI&M+!nNr|Y`S4uLX%%UW_`kmij@7L#guJyW~>$zXgwX>0C6|ho+J~lb@ zqWd){Zh^AFk4{G?B1B7fex)J)D6i#;J}Ro+t(h6nT7~Y0Y`D30zY;BzYeMGQs?hC? zf5eT%sfZ_EB-(8+4NafbeSUC14Fws!KM-?>h8jE*P0#M5qUEpIvKwgCXff0K^zq3` z#4@db3UvxPv_U|@`z#q9juAd8ewczxgeTa~l`7HpHTOSw8wz4;30gfDr6B#MquVH1 zWV9>PqV(xI5;|!b{Ks38h{}iEKUTOA(1NUSnkfy3_76RCel=EsG#+JWl^w*Pl8v&m zOKv!%SN`Qi>25qqHi^D>JOhvTvo$uOWE@JJ_ZM-^D@U>U`-o=3<;YGG`#=g)f)vfZ zVr(Rf(XRj2Q!45)D5g%d=>G0PH2ivCqj5qZ`f%J=8N&1MF%61fz~w$WbPEoLcF}9JKnn9LrV+ZKLs08(L(g+y{byd$Y+7|N!2L{IVs;Z z4ibw+Kf)Pgo`Yd%gF&6X^N~O_-^}}=WHAIiwiG*kQa=>=-yC+YvkXVVlUDc3*`dh8 zRdTrX`YrT9&nwyy?}gO!RLZs+x+5O9rt6wowrKcs+}BWZJtW&3`>!GI9CTlB52Ktl zM_rpcS9cwCL4_Lmaj_zHh==yT%l@4?inUMZdASoI?8#y5u^2OWtbRD)*k>CsuCc!L zJ^vcScK2m(ZuEl3LIPP<&uqYen#$Lna13}-0~LR`a+&tvH=mLLiaj=D8>Ms%x*xo+ zm@cz{tcoj{UK`zk@!hl{zt9Wx?$>5j`QCzukt+uoi?`vb1kby)6*n-5{UGx`$rKDM zSB)n3>%ij(m0X+e+Ay3FeO*Jw6uPByb5@_a0Z+|v>jRsc;Lq?G9kvUAu5&4|e=S0x z(OBK_RB#mNNe(E=7)Qau?(qjf5>e1qV5(a*6A6NHrn&j4(QqQ-rFp`KIOyM;>bg`F z59&A88K^lWf*`hB_Vo572;Z0SFu5`Xx+_ngi`Pqo?W;aCfuOsf`LCe#XH_z^+&BJC zDoX}d^Q=B!W-^ey#o7n;?!uMku3+BrR4DoEOJ6k2086>lUt#aEpgMF&{V63IGMin6 z^zCyYPV{g3Oa6Qq9sF%xrj!Q^;cofB)4326-J`bKFc*|hwNRbjihUS%c^_?7B}vvC+G{`7hH##jMhNIV{EmW7~xYW&mJpaKA; zU&ga47)W0iY&*LT15TTVwR(IDz?As0b)=^N^!pj%u(Jr%dgt=qL>GZu_H3mF6vJB=M2&Wu@Ko+CX+(J!bNau{@0HMuZi6@I{a9`%d(xQFUrAC zg);oesT{t^iSlcAl*1Fhr}l;Io&VcA4#~LdV8P)ir>Kh;3(5maiuqg`D++jz7FEDAKD)?$T-~@L z-!{7r3tOe0e%Yywg?r1XHMenC@J)Daal4n>pI>RDw-y$b+td4B@nE4)3O1g>RKQ3Y z&*_@{3eXgJt9k!l1*qOv70LNq0aF&eT7Ko+Iyc7-b?M=t<~w7=k%WUoWCMk@+jyui z0P!M(2M4eJy1fMOux>$2dVdiP>`=xT?_3;Q%-_&bp@IkFlK}^g03KXNnUdC01gO&X zyZ&&901FPZE4w`&LDC{%EG zHnYAYfeIr*d@Vn-sqn=0wTFT(6;fy19{m?ag}rKL9U9NkU{F=vuC$I0`ig4(O;I)Q z_>cR<-!rvPMaar9kzoK^TlCj~I0jrC`ei{o&wwKu9}m7YX8@m6U;F6@2KbfC)%0aB zVCI|Ht$;TSa5c)CSuw1GGe<{nzc*w8!?v$YA%O`Y@5c6-ZDN6OLVb*pI}1LamKGj7 z!h(&V9Kmi$7CbKVsQ1=nfpZMo%-@0qIqggD?Vq!Ne|QhSs{l7olu4nZup0LhH;I9Jtf0bLHwV z2c|CSZV=P0hqwF5jy4f%_^k7|!F&nyD=Es%yu%S!o=^L*nETG67ZAi;!!DUTp&6sB_Se;sP zi)mxQTGeI6)Ik=s6nuZ>y1;@J|7XMbLo7(Leszo)&w}pqsb`)_EHDuGctvZ73B%3N z!a8wGXc|4HW6xm1YI>sa|5={8a*x6FGamN3w&Mf~+)Tb=M7i{3I4m9&VZp-qq{eY> zoHJ{scS4>Cw|5G~T39h*vA7_Vv55)MU#&Y7g_$7moNr&dH524lIGUy{NO&bHI?o+gcQy5?wRER}n{TtF!?{zgzdIY~Fx)NN?7zDPQhR2zBu#7J#(^@m z$4_X$hz_y+`-cjHE`{^?I#h6xyZ={GjRrf7PMntbO9kTfZ&H_XXs}oOfq+CF4U~IX zeIMItAZ?fNvXX}mnqU5NP>rX8>H_REE~y6V<_#i4Q&lkcwJZC4RVB##k16bUO#y{< z)vKB+6nGoioKcoY0f*1}uS#nvAcVrrDh4Rv`Bk%Z$2JOd^&SsnjgVlNBTM?nB0^DO zb^qD>L|8n*kQ&}c1d*VdlRo(b7(CAjrmiEv^e$@Y=?Xl^7ro{&#NpwO?S&I{ZaCPI z^yqi64Hn3I3V}kHm62pOL>0i7Cprh3Ugd+!`i`+Hi+RA(+oAt`DG&BrzvL74 z%!l(bb^;p|@}T?L`2*2D`LNApW=!FFKG?17%ev>65A3L)UOmcr@U56~H9t59MB-W_ z6iTuInR#w=f%0x6JxFbMs<%-&mS{lL?G& z1;dHKO!%-%?%9SPnXq`{V3QPY7StBkzVF6F^0-qOmV90f?^cpFFJ-Vbhb(R=BN6P-ZkTkZ6|( zk1_M_dBYQ6B4J^z{$9_uugXf8vc1_cdD>HtjRYU2h1n!)+L=Xmw<;)vcu@ z-~xJ_CMYUUX^H$pmBxwt?NO|ko0a;C1>z|WcXh87L|aS;)5TxeqVClKUuE)j^tgXf zBfU2OCB}_xf3*~fgwM&XIGzbcrq`mdl+I9;(RcE^gjg`Lpaxnd{jR2^P#9-igHV*BLcAq24;3=5|ErbyMKJ+9kde7uCI$sMSs@hB~n?*=J69jvddJz)Fdb2-+vHbm($JMiYd+?M zG&EyU%M&+|i56S#G{3nl8#gA}Uw0uaa_5r02~$ z`(v`v$B0>jS5I=#h|5Z(B=@7|GZO z3|F5jMe@E;zRUkg5Z%@=Sp0qo!hd$zp8vfBCHI^N{X{N7f#hlC(6tg|*>S>*K2w3z zO;~ffoj7FU_H5^uX*^=4xD3JVmFzqH_H&@BL5Ji-_Xx7B3$kBcj_=8kzlWBy@FCfVmu3 zN40)ntfvr>#|`0Qx?EN!mIv!|{m+Cxd1}Co7gw|&eaO{CDrsuP<3u!Y8s|6XK|;ma z`Lr%i61p5xdTOkih#U)WAzS^3NSSzl4Al`3Hm&Mc-*0XooK>w0VR%%ts_Z)&gG1Z) zmM+SM<57^t!w!#N0=gvs)+>`uKp7);TOa%)prmon8QTBJwmzxE<$Ua+^*u}iGMsys z85ux8K0VEIl0UfdJPqTIya=e>wXj;UoQPg_to5GDCm~gnsctl0InY8z(fUG)nQ>(FFqM(+{)B|=ik9ZaPLk1vS9(^olN2Om z^68l56AJRveRI%(%X7VX5;5@<1;k|qk2@NlA zNlt4gqR*uLw$UUqiXd|-ix>v|0FvC9=6H!5d z1pK%{MBBz&>Yw5XNPDl4OW!yi6;-X4U}kXW#_`=VIe|FzV^o1GehY_0N_Jtd`r(lx z-8he*J6~eVL&uD`T%$MrZl&Rozst^_4O|_szDHJvjz@yHO9C%$;1MCmy?f#(4q0a3 zu(JrpA$}3q`i+G{AAj(6Hr~V|_H&O9k{y(-LMM$!;W=uX)<(ooQ^pl(E@ zBM}VF%3QSueQ9*2UcSsgTJwXEU!?1h%q`aWFH{Cn6p0YoLasyi2G7SS8`dG^9S=d-SO+!stW6X~~0KYQlHLSXD{ zJ>1Dc*IPPM?c=$6C3E@Z6&4b&>1(_CgNdGh*mrxEGZWd9+f90QG7)8D-eE$&4n?Wo zD>#qp&|MkI-HUombn3PLfZ8u6+87yrb;yN4E`sP5^? zKzp+i{-mTc&>1o2ff-%~`nx`jtfo_oP9+^OxT#Qs93R>xBn)%U`|;Sns7@NfhTN{{ zPNpHuN9h=WAS&`v=ff=E=}1e&b>r^CHOPYYSYWedElSZ86QwWFQQ(xGu;>vwGI*in zZbG0Uk7>m-acWdlvwY^`HF_0FL3i}TnktcW%q_35HVP6wx$RqXL=_qxcoAJ^S%rG| zc%1m4ngyUC8s5#@c=6P2Vvf=;|lpvz# zW2GbGwInp+x?{a%G#T~p>J4KiaPOyGPA%BSB$TXBk+5h;LW9yD`3@Ko(M0<)-(SEZ zytb%lcLPWh7bcsx4l>UIsAfkz`xy{@W@ z;1Ii1U?;M|qKMOW7A=G_M0o347gJS=28J>f2WcgUaPHmfg+s;2e#aJzGe=92^>5vM zCQYSih?J{-5z5f!1DB+(c2=M(XKZ(vbd{rqL(a_)UzVc2^v=?}-eOcSy8UO$L?MER zE0IUqXW0lrbI1W`nDi+NlBkx>FkZJ z8w<~NX}F+nvG}*UdF&96Y@gA5Sfjqm;FK~c_6m48X&yS7vmKi8j&Q_ti1B^Z2AtI! zO#^%!LDSUO{fVt36tP=>v|4&YU9pD4JqLf#w-*YYydMHaLZ^Rp?}&k3gPyspjWK{> z%0~v8M?j>{TQSe95a_WA+~7kGhAD~Pf3L=dz(DJ}z30M00Ed%;oPUupBCYxEhd~^i zo1r{iFO~prx0G-G_Vy0^7iu>DN;Cm@pQ%)=$i+j-(2I{lN8(_Uo#6n784ZZ{%&eS5 zJa}xC@@n8s0QBFsSnT6FU~R55TTqz?ofP!k%EO?r|D2?|H}RcLoWmE0L7+v4w7Wr{OA5RT zuIu=Py#v0^jW&$ZJ7D%RVrjEo3cP&K`(ydoU9gk5`1QnW8qi1Y{_bhI2bz8JC$o-b z0p|FI;nv7ZAg50bRWzr=Ton1cLqj^WoqTQCUUUy;)Skx)?#%-3KW~v*K^ACP{%pH3 zn+^ZnQc)b>?lnU}YM;KT4%`ag`ap3!8*+x{f{zAf!>T~g z(9&o&3`ablOtj5`u$cAvv$R~0H&rQ7lFozo?PQ14W9pp;%3-@zz)q)z3izxr?={(ggfBa{l*aDjZl@o)tUmDQpf zhbkcF17=HPVFmP_+^pdhfQ347;9T2@1G@r;^8*Pu5Lzeu@q;oR95Sl=I4|*Fl=*MM zu!;cLrQ7$;cj2KwMSE6ZA0F6~^TbcFIN%kW;X7!8gQM6z!867`N`=gfZtf|QT9;+=&@t3{CkE6vFTke zwyxqKZL5bul^Ow}i`$Q5-VorIyr9a%Kq9E$$8VP)6CoKReOv3+3hrx9{|z94VxN}wkDDau!puvh5lL`ir`w;2(`5LsxbBbCI2mpo zH{+a;qCk=%&cm&l0%~5|bDatvgNv-Q14XGlfLhc;X)QvKtYMHQ&8@>Q02eyfz08ml0uH zP3W2YNfK13rqQxPNbp(jtia@dL};Ti9d3FM!6o*+?DrM|lxdb5B`gtOKK1k|;Ks|A z(q>xT62Vc}2u80l zE+$+~dVgPe6G(!Pth{~Rrevu2t5M~DmJHhqm(QCSl7XRf{Zs0CGOP;EhQ=Qx!^Ob> z@xq^EAQ@%69<8Ckx71{z;i5`#zA>v+xvdJ87I&d3rD_ns7Pic4QlT`=0*=0^hHMW9 z>E#dA5G@XXD0V!jGb1aJmu3kfLFgk4T2wcdz%Etzc zJjWS60t;ky>O9+I*zg5im#BTkhBi|lxwm^baIw4HdM$|qtm!xWHGLeIqloT*b-EsU zHL?TL6YAm8GF|TE;d-#H_w||DTF<=~5ARSCs)w9yZE~X$^^otXV~x;S1e7 zeSb|OczfswUQHDyI^hOHUoMixQV-L@)2r+K9@$5 zY`G>F3!LFq^K1fXsUDePohJA%4uov_8)4%6PoZ>LBhaO1A6a`eLY79Dd}mZ6RFaD4 ze{kvWHmOiOx)E{-M)T&}ykR=qpEhtA9@Wq1$?dQCw|Ow{(+1ED{-|n|-vE82J@3XW z8eskEscS->4X{iC1Ccp5M zWId>Ldf5+1)r0=W?y6)G2ksoOAknUH;H+lehvw59V6=&4PjU73G97)|Ar3sacv7d8 zYd<%0a{M*d{-#y$Uzt+s z^Ui#2%=Ex+{S`7(J!j5 zbu1|PwDW<|brzU$at@m9W5NFb009606xnw?mERu#aI3QVRuYj_6iIeM<&;#&PDHY@ zmAyxBqTyok{!~LO26m#*ZcK3&*yy3=RD8rb?PQuj#4Q1@1gbkQwj#Zr}*dc%YeP=r$V_@DJWEl{oy=U3h(9ZIeb~m;Ha2Y-;=9l zpxNrI{qaI6^tc^O&rB+Y{(s$1jtCcnlxptfkuOCs|82jed~z|oT4x(k!Zh(~x@Eju z4EOZz21wbLz?We)J{rtSPnT&4Y~EYed_MwL5u7+4cEmut2w-#QS=VL}{IlCvX>h6- z_T($mNMIVT#a$D|yz#2#-Uzm?Evri3o4>`-{E>I~+}9!qn!W6u%vS_IhNS*A;|ifu zOEg+Wrw~r>N$mUDQ~)Zn%`UsG1t6pMRgY#VA2@=^=2hf;`0tp{)zq)~uwh->Al{h| zclNtCX5#aKVM&~i)jkhkcW9wAAs5)Mrsc6DQ$Ep7Rxdp?Gw{s>Nxj>e@W?ZF^uQkA^HqBZPwGK;*kMF zL(h~|{Y+qrm^tIphUNb`>S#Kf3O@=&mwui|fnQ(p7RbUWV7gyfYu|J-utz1-2|6c( z_SW13=lNt%Gd#U)w3H092D>)`R+FLQR3CTi=VahKkq~m@Q8LVYaVi@)LjWx~R!P!C zBB=K)lw~s{K#}b6Dn08&Ncetm_pMbT7^{3~)xta&eRgw}oCKGUxID860a7A`N0L{P zfhMlHgvOW%|A}4Ly@IXxz9ehfb}<=nl(9@sA_2l&`PscZlR@r!)5fu60-U2ak< z410MbDetg8{}wZ+aLT2C;^NH{bfqaE_v5$Sgj+HU(lxzu<|n}P;(ts3o+m=c3xT_L zYLZ}e(x2rR7R!mKrd9G1;K1gwh+FXlU^|?2q#N6R*EBmVNTq=99`a0nK?Kr9E zn+)QSO?cTj0&u&Q`&lB0iRa(V=}!ca*!k{z z1Bnn9+Ts!ZA`udmSeH8*lR&-~}qNzjI?e6W6;0O=wqr>_)a9<`Xv&4hN@2K$Hd$Dk3Gw1PZ zlUUFZGipDE>HJ<=^PCVKn0#_uO9b(7a%RercQqbFwvy};vHN{v*?nRdQ$hK|^Z!ob z!M)mOlh!W=4qd*V)sY?zG@g8lTKAuCbF9?wNk(#6FA&|{?OOPUU2!1TD|X>7l=-ibXYrmpie&g-tk2r5b2x59UE~4 zhWog;T92&3oZzYV(diOwp7fO=F3O|C*PB-uXK$fD{CdY3UzwvW*42&eL0hzBOBi2& z=Y(G5JuvtvWQ%&m_J1&ty^n-CZZQd$m?9k9N%(bI8(koot*`ueh+ZDvP&=>YgV-|; zxXSkhAybXVA$6Yu(Rz0KkD8}JXk4>c*1bOntxfqBEQ$J|<7ztU%+6k@o+DpLt;G!` zc3R%n`27%x)#Z(DPFf;54$mO`I~SxRL-4wK-Vfarm2-|z@I#09iJ#B@9f*Dg)7~{! z@iOF6_@<^}Cj=K*+(vcJWo<4|%d|`Gs-3x6ko;-eR)(u_Z zq#qlmcSW@l<Vs}wj(w*cVC+jhjabvLmy=FGe2i?5r=-g z{AH6>6NXmBv$Qj6!_XlWl4MO?81jBX9aV!+G?ldCW$_t@Y$(CW-NzoG_BH!+6jMJG zKmMDsbI}bY6I*0;@B1MW&#U!=bT|~N6Ci%$8xHL(7=0A~jzc7?2mXhC;LzmX`nn;^ zBdz3XVS8~%ijF7rz33x!%EU-=G{Ohfi;UZ`%()?tLUqAO=0_-a?#0f+= zMxr!^9EnYM4n^1fKxej50NN8Z95Sxq~5RM{3-$+{VjcxJsyj2ZE$W_x>( zd^{EzXoR>RwJ0P>Xm!CGMk3pHOjCr!P{bo?UE-G%ik?_?#C+6FygcJL457pz@XxXS_W6| zliuS{-(khaSG*(9(Hl(<&tY}>{Ch`hdGN^V``6P~#bZ&NMtd*|*7qaP>R~hK7?f{U zt2-hYgASXf-NUIzA(!m6+S_*`k;QSt*MdfoXzuR9O2K|S8nD>t7Wo;EUbde+eRew@ zeOQXL+&G9wj(Sp5t241kvDzW(1Gev0$%*d6Hj&6D`xB2RF$`&VHAtG4hoaB=%-3ul zhoIsLsnbod5s2+SwYtrSNR)q-4cCwqiE4CQ4_~W}KmqM-Ts9M7XudzHK|wGWQ4|cz z(V`!UX|AkEjdw=@FS~pQL#}8}@s>ADi5+s3J3)Ct@J7nl?uk1Wcq6TLCXN>|zQ|uh z#^iaEH#*m|D$XY0hWbhOZ`>AiL+N{;(D|IOM~mrFKi8bCQBHR=-eLPs)gBL;$_w&REf`XkQ8MP@QU1X>zd zv1>L+;7o&HR*3=1WMmV0xMqn|nfPg!0u7PmpIO6rUO8~OmvrB1#tL=@wkCxM&LHHL zV=A!a1%uR!IuFI&!A12*vfXPZs2|gPrJ`vI^1-;dmz=i1y;C&Y-r)vo+!35H<1Qd> z;;mi5>;tC1jx1OW_=0JFfy}r>5NNg}2hvJ~0<~1%fMqTmE*+f;dVMw&9xfi#cAc0Iu)H(0&@jvH9g8G8{1 zy`fm}XIAcWZ`g2s8m@Xku>=92LF&cjbHtkcRb+&C-X#nyB4;u?-Gt4=(h_ zoe6|`i^Pq}NMF!085p=O6bOlI^4}si9>F_*A;HfkI9Mbd_#1Q}6dvHD#fBgpCUBR7 ze4`?PN1EvDA07!WnW8tlN#Vd^xw`-5LMY7kT^>^V69Uiq7b@?+3k655zU8+i;oui` z!<6SiBs^EqSMuSAfgK@f=CB_zu$48`>(&+rPi(}5YXuX5kM*E$N+up~dfn2;TH+vm zMv8Q4H3mZc4qj4QiGj+SOBc+SW8gAJ%WstwJnZGP6Er2_q4w7sE&pUZbhhz|RwEYV7iFg>*m99_u8x4kM%8NfTqrR z`-jwYpf?VA#h8)~skncnUb+kr;f#OMq?HMLj$L@=_DoF^MU=Y^=8tU0(jheg{|mw0qD;p-rqM@2-(v`uci75 z!P6=F;GWhXld z8n-e?`x~jpQC0@3S(;mlSS%q>YHx6<431ncazBB|%HMZw?P3|cS|IWIw>OWjoZM3m{rtWh zZ3-0-YQgSsJgWjs?mauKe7_Rp?P=P)jVs|1XSEUMas`~IuQ`0Usse8AY1trLtb_pT zAMV36RS@Q|`njsR3XYyuR2W&Qf{6b5TftS;u-EpBEa`j==NTkWhQqWR>cKU@ zI<6;a%u)-|r_%cyiM8;b&F<9DN-eB2w?=f9*TP`;-~UKfbwE!z`e6NTJ+#-|5BNP= z4|=ZpM-`gN z08K!$zwh2QfTsQ8OQ>vsqJ7uLvZfnAkrO|1khKx^9(%u#l-mf}w@x0ss@eqZHY|7L zOq;+;A*^|-y$ML(bE&Cx&9H7NYxXIp3H~DG47QLacwHS*T=l349^5GG;{4tO4t@@- zV~Wk-^y|*ToAhQFS0fZcUo&X_{?BojwFN-fCOfuQA-$l&f4U~m0vYs5?fAK?RA zFYQQ>vT^cCvpflitu4M50wjo_OxS)j|5kYW81c@ zNuYGgl9<{?jeUSk$ANS1c7+A5MkK=oL-nLQaycf9sKnsAlx2_a?>l_I*wMjc3Sf2FY!zNZD2~PiB#IH?}K-ZP0`wtTt zl#th3@$1{|NhBD3S|HdmL4uX1yhYb|$zW~DapJEp z8SMAo$sd10hLV1I=KX7AXtmT<3znon@zP|nBPRul5{7bj$Yl7o{M6Cy1sTrN+Lm}6 zqJVji_Ndt@3jAhUXj#TlK=etxT5C52I;0_GX@UZRcB(0ODJpcfE@}u4Q{jO)_efe4 z70%8UkfL&^K$D!4Ka)iTbwk2rP9_zi>$h^dpHg8}J)`>6cPe;3ds*CYq7~daA{iVM zT7h+7{P;p(E8LWH4$URD!baokFJHA=fzJKChKcF2Cej;dAaNH{%u+-e|k%Z%$D`;md)6iEeD3an^V%<|MP{lRV68 z+q_Znm{UuI@eyCBaI5mjR|0=4T-rOSw}ts#P)fKul?v@%K|i(yv3}%_zLlA!z+L84 zmuHyLXGxFg`zi2s;wytPW-`s_$LRMI;PhG=j=-$>ZK1w^?cZO7r)B_?KC(>ZA~t?T zXW~g~1NPh_PRVBIQ{d0=Cv9IW);RL-h6bidj0%?*R)0?g?T_HZA*m!jXjS( z1yUh*TGO_z3wv(*MpC#cCRg||C zKDdq+?Yr3uX5HQQ?XXx!h`xCk%g-wH)T?EpLZL}|P+$)Q)D{dC!)hp?XXqtWgejoE zMR<#i?=Z+#?oLyHDs09g&rF3{S-Rj$$EnaLu<^;(h6)U1j~sd|u9orbzl!BwEn>N_ zSxo^&CkGh9^ut$3RAQd-W87YxqQIfjX*;(6uRAjR`OJAL9AOTgy^8ho&y$Z?BAE(0 z#3rL1D=Gvt5K9{6sGt&+{lJ%>3a2;)$}cifA)EiE?C2!c?>m==ZJ4FpL1aEqQIn| zh~tVi1;nZ?re>HZu*G!2(I=G*f0vHD|E!DsE@>%odt4-g6D8C=T!{<`Y8hvuE|Y7dM4BQkJRULR<^ONPr+jwx@ikzuysX*Az536|v&u7sPAz{2MJmp~2@*mHjgP30s( zQ`y5kBQzv1k{InCq9s9MC+qe&9X2lRHP?HL1R64-w0RmN=;AY5a)1^fRx+D3S+u}` zg@+B_Wm@3NyI~#c^=7bTylu8r-V7xv+hU!`%|KS+CXPI6h9FUCan+D!_z`27XLPa| zcC$Ye|1xTZu}_^HlYg7QT+v$dXkio3NZ%%Ui8n#9IPV+Zwnk_mf6_|mX$0Ff0v8_p z-`p4O$Lv_$2(hOg2Z-Hmg!6eq)=H=mygq9B-!W3u1*dKgAAwv8xSFWy728F^NRZ^;@ zki%t_k*rYy)yd;M9G{AyD|Y(wyX8V4;&NpwObQ_|sN*levk+o&cPdAd3gP^J-d{iY z7s8|Jqf=Uig|OxFbI*mBh2ZQ{T%c`Q2s@iR2Lq230G|_YbQ3ifoTf~Q+^VyH>8+z+ zzfLBEPTsp&HkS^Xb8@iVln%yKk9s-g)8VjA+<_#949I^~{pzY*Iv6=k4X~fgfW^yK zHF{Lj!QOmkb|EYk8bZT3)gKdqqC1iIN1X_$?wtl06 zEfoyk9M)FE=DF)g@zj1#1(xZf_Y^TR4DH!wLsH?$KF8bTR3e<4+EH)4PJ}NPB63cx z6Ch^ujd|l|0_=u=oV|#7$qs)w!z>xZOuUU(NJN;IWx1#jlnPuwY?g$^(x9^U*16VK zX#jV9_6R>p1>bI2mys4Ci15%_vRuRZY)dE$OG|?Cxg5R^qDeqWKJPi)nF!uj)c$CY zlfZ=esG4;H0nA+#qs->9^AgK;z2bw<@D6c6N1O1~gg*-O{Qi5F zH5CFLvDcj5F^0mMDd@UzD;RXRB90H+1%r3%JwxOfjGY%Qx&E^W0X@qko8G`+;O<;A zXtEE127e?HpdSkVmO?Kjs|5j_0&!Dm&KtJw@7!{H?+st~I)0TW_=95gwOV8!2-5U_ z{Mc**0sW4gFS-;2cDlA^PqF&tjc+5mkB0+ebm2RHmI$C!bauQp4f+3fsIcjKfgroz zesA6@Zi%4AXDom9ThWj#+>r2KD z6(|$=Ub{VCB9E;%=W&xxAsbPdey&&a=Aj`Q-+eNR`N-FrUCr6P0Nr`~i22y(0wg+y zg52y1Py{~O%w|3x9jLMRHO-fgp3UR0*S6-Nap#vKv(33kPe!0E`D_kK2pn7cO36i> zOhR=j-FfJM$vHm9{yfyn=BVI1l82bM;`}^b=c1f;CbnNjIp{`5b=9act%<0ffhbNCj`&5Q$uvS>h|ID{EXgp?g+b<>!Ub>MIb?H=y$?qYTDW$-F181}j zoS?vFDM@)Y(`4Y}8BeRYp9F6d0|tg~kRabvKV9941mFMtGEH+#hWd@)6yltc!D3&n zF~yYx4+o`FGo6#+s*y!Tup0?@b-w<(GnoX#w5KbjACtiUl_2TKd_3f=m!_64#KS8+ zHI7;j5~x=iJ|A!)gT(D(+Y_#2uzK)^;pjqvmRMckJ#J*ssgK=KY%3pHy$$nJSh^GO#;vB_G*7YfwY-FP)>kes{vsWIR~qY|m&$|%u?Ru6 zk!-j@-PIcFk^>PxMN@G;2RurHI~|8ZaHxEqq>20x1%!e(`0%ilo1&}&qB0#dw2cyFU)4c6@U}r0= zqLrKn21jk!ntby?ahtH1`Hws}v*F!^+wA$!Vy9qu_P;{#6$pKO>|8N?de!`o_NN#m z0zB{RI#>e#;wqOvbCrNIX=IasK?y`JpO{|oFM+Mk->km>tQd0KsZvYyB8a9d)gC34 z!lekG>L$)|nA^+O9&J_*XGLCay4YO??4o9){F9}?9k9V@drt`*KX)N&DzFGrIOJa+ z)+~TtbKwsWO8L;X?DT@~Tp^r2Y+*)vUj%1%4Ln&~DFUgkJG%7)Mc}B`MmC6858Rs<5w+zUgIxhOboB`K9Mh@tO(4l_t@qz7@S)htPZcSIwz#-25#9l2L zl%K#Y8~jsXtu0e9v6~EP%K{VbAV=l<}BI^&qUQ&?f3FSdD%*evM!qa4TAnLo2(IC_s%vFk-N zwl6IgN_>gMH=q-=WnCg#YAvnwIK`v4wOdjBpJ?R#y<^VQHU{?}X}PFfkbrXO?F|B3 zlQ2-`dH0J#GM@Z%tFhN21^4DzIK0oNqV$!p{k~&q$n|z;!CX88vp&23Q#(pSa^|Tb zvThnq7>%svvZo?8IBIJSK z+%9Xsl$?zcO+pV-d~y&tlJ?G9(D7A%I7$0rF4o;Kk+Brb#qCa<3HL^FFmP|VV&8BM z#=1R=8hDw5BISD@CZ3|BzoUZm{cX9ZH=!pN8=H$M<>%s;RTy}ovZHxsoPm!``_@nP z<>BzTYm!%c^RVjJ@k#Sh29Bz(8CZLRft)-M$F}cg;Fmhp<&-N7oHK4{=H|cQEOM{i-jnmGrFs`vH-ch zKXc?-Q-BXHF5Bbk0vs0`<*)WCz=4E6|dSW5c=0X$oR|-+`Sl!S^mm;)~ryG^W7h>1j zmCYC46(GCImO`Vk0#xYPdAZY|5Z}D<**6?jh(><-`$c~hBDW38y5?#T@;hm$X8x36^3}+#16RuNK>E)Q`=6Af{GR83 zFUgc+&+_3j)q!PbA5FewGF^rWQSa|-Tqwr})$1Sgo0Q|EBHzcdKjqjPZ6&{%&P20g zg72I-S?E4uZJ=Mp!gtqdTPr77*i;eW_j!yG>CaO3cx_^^!LH8Ep=~E{DED!vwvYv$l200;mo-9OHNtHwI zSQxE3=lNT&0{`imS#XuH&}!L?o3)mOEZ<|}Iggo`Sw@fEPvrF%Eee0GVd2cO?WtBm z!{PJBxg{)InB*~Kd&|PTDpxdgLMt%;pt7!OQw5r632|GWuE0x%dTWD7s>OQH} zEWCWqc17qR6N4=4*N;75;>6KF@MdSBrd+RDoeK-4ukR9)C}N>&i1>-5Qx&-Rn#0q+ zTNUWZozb2uQHf`09wO5xD^Nk!ve(s_h2dv1HVm<`aPUFu<*)ac==WDJ`Ujbb&%<5A zUl8toS9&jj7@yhkMshE4-AvZwKu;$YlF!y?-5O@$km>Uw9m4ZzKjQO~nTWFj5FyD# z_5{ucyNS$co)FJL zDNgL`W#Dqt@DlM{l-D-uCNXjH`O1`*I1{xi{3JFJN(?9^KNVx*-<$+J?K@12|N5Hk zFR|ZagMslGIV`MyOQTZ zz2|y89vn5evSib{`&l&}OuFi*oKcPU=L?#?J*vi{=Ahomht;?-{nx#Q$!dI;@VvW| ztp>MO_8NH+cHf$h++tsYgSNXnHZ|AaW65HHC+ll5V6L=yPP`T=p!~@qrv``Kh0Rs2 zRO1Q$(y4PzlMYLpp*OglQQ0L))+rJi%R@_|CB-Nr>-UuZUYca#-uz$)- zEqV@SD@fP$gxUU5lT~Y)F;Q!A#)GiDxsfg(-GnXo z{PWfl#yU(ksBCJ&>whHNIHa1ebbiu1+qnrbnrB`jstM07Z%aH+Z$dsB`|ATwny`D} zNm1jeW;{M=b1|v38OM~QUOv6pjNcuUFN$7hMj0E6tEcOl@raq~fxYG}c)poS_4<4> z3c2}jRG_tB=cBSKY&|VFF=R0lZrF+!=J@Sgf?DyLhi|y_=~m2Jy(;dAU@Phz^!_Hc zwH2$?2bF5IThT$)&owK*6$iRDT;uO=#eX7{XF-B(=vTFnP-oSK#lOGYH2u8>8hkVcLc#C)!>-F=<2D#d#06x;Cs5sXO|RuN_y$a=Vnq+R$#O-{mNGJMNZ0 z`YIx`9dWfH{|DXwIYK zcrWg@ZDDXb{xEJRP$zQVyTVd?A`dHhg|8yAYuKhG^}cp&GuYP7PTbe?fK7p0y#veh z?`6h>bs+P21e_8NR)r ziR-6VVl?lGrj*oiP&;L8pj*`}wI>+C(p^bp9=*^lo6k2$6cJui*WE`a5 z*OG0+2N^Y;;=hUKUy!^q@TV2~p6C3v+R}#0+Bq8CyW4R0p3rsqEVJvpN&D1-Z<1v!-CJ64 zmB0hq;r15%_OYfuJgEgg^JbgYky}uvFKn@? z0(+bAT~l1r=Y~eK4HXvo8Qq9lBHV%(JsUCT@|?D$Un9<*+?>aIwUOv6f*geoHlk)@ z{FZ0xjW~TbaO3K?4JcBoV9~{JRF9KBaPc>(ru^%ET4ZXrlgw#du$N zUyc5&LoFu6s*%JrGjkoU!qj`5yQGGyaQcc}`u5Z+?Bu%e@Mm-tsw}VluTZ-Rg$mE7 zv*lOe2Ayj&LzPtsCtp`=>aD~|t&C3|M=H^qYwXZ@;(sks^-5~_8z!#mVY=2BFtM>T zBIubt6M28`SsdTO#0>eK1?i4*JUwd6kU7r83NyD}UMnU}>s7I*)tBL)bqN=S{7TVT zYR!R0j}r9R{#$AAO)+}3sejlzOZ26`4so7hE5YQ{zJ@C=i;;bmjeUt{F;ZGLn1t&V z_}gc{rsjMUO=%*j8RTPwqDj;@ z(R{obe8l9Cd_ER8`=8Qt%*Q^MpD*;x$8$z|r}Z`SG4gxU1y7!Qd|e}@n{Stg<{Yl) zZH_ZA4AgElJ)z?!xm9aVThY<=OiH2nbPg`iH<~XJdYU*rDYc@vH>b~tJ>A5(Qw0hgaQw$UqZtLYl2Fh}(UE8UYhkVCYDTtNkVWi=TlVk@24~o)e z`N9|&?*2$@{saS!YA~uaH5aYfi)F)~<>K4Kb~RnXQyRQCcnPnY-~84P!oZ;KR~ju<*-23n?(Idbum??EY+3LTG(9}whC z%EU~U+$)+-Xy|S|%zoiZ8WwLpV11uI70ox?yxYW?h7k_cm+kn{aAj&w`R5=S3Us|E z`2^FjGvy8Y&)+oc4xoa;=XAXG&-Ehb1{!)q^WKWvN5v_xn}3;&DHtl8af#kd!T&Vl zOLPf)*ZEA;H>BX)4pBZ1$yBVs5&DnJR1AuLI@!LChIT>+Qfvv`YCOVI6saiYbC0X| zI0b8Be(%#JEb~6+lKX&+yf=yk_7Lv-j=c-o6bxp3D7CIh!OcdT`*U_uQNeQOieFkP zW=I4dUrQKx@s#Cfwqu z+7T>Ee7}+D2TsCuw|5-p`gz|V%JOOCJHY9J;36v+1Y?2 z(OBAbvqw`a3VSO|G6i?WqG+7zD+7r*WVI`fx{jZpY19iugQBchfe1GYUQx20lyJel z&6|CU)ErQ1vF@d8x*NKFN%}!e@xt6Pm4Vh|Km25|K)f#nVwRfz2)!~8wW&PP+*5vd zP;i~lhe$`fG?y1{?5<7BZ|v>=#-(tH6!L=V{4sDYIQ=`q|SrIm1P!S=#M0JAeb1gF3 zlpAnz*F5P`>J4B!?EN_;{RVXQ|DB;`5%ZcH>d#8E0b1pgS?jzTus2NdAy*+We*8pZ z1KkEpqZjU+DkF0AeLRQDy(KEB&Q1#o`pYy#d96aSz zE7Iiz4~Jh%Xv}zm*m*c8amNXGw{jfZ-|Ym!;lAyz<`+SU^Wp^8gePQKDfz5f4ua^K zqbG|Nf}lc0Pe>#*6!>U@zXyHA|pK#Eq%gZnBUpk&^Z)7 z)L!YCYYc*i+RdD7c>&PHxv%=&*S7LC30eUkAA)P*^Nb@7R(Ax=KY}Yv$u2@k8h4wF9xhDDa-^ z4dZ`LxsP>Iutf06)2Sn2N%n!z<2PzvJ5e9>2g1E4V3~rXS!r# zV#yHlJh$r3UlQzIyC}0iBpGbyUQmCfQXrka)jBAR0<$N7^N{jW;H{GHs+%+lWNxkD zzq*+MwaY$MUWsIgipa}lt&pH)FOHKxB!ca#I5Yom-U(z*hZJ zH*Gf+R=WR%aVk<_LbF*Qpd`Wd3S_260n6v1oH99JsL2miJ^1Y%I@K+82-u zM;^*<^tzo3oSP1DRT73T{dAfk{Al}UV810Dd`61Jss?jleUEDF?dmMBuIi=VNX~%g z3ep-r9yAD)cDes~V+Oo#-jVGtoC!O(FS*RBXTz&2?9H|YIWQ&mYwr2cY>429PCH?k z1AB@Vk2e!qH}EO!(#VFjpA~b($!Cj&~&xwvC_Ge9zsW2@tV zEa01d{-Nq(4)jgImM_M{eG4&NrsuQ3GF^M`>){Nz+IiRbjdMB-gs1b<+0#JzYv&<$ zc`6j2{#NRDo&r8c)%$)elVEmLUBt{G;#|=7z24zN2I{H+qn!*g2na;qT%}Hi(pJH@ z?tLWCERPiUO;3XU&)2?k)8b(M-JN~| zFFaim1KiR{^Ainm;GVI1T)rs|jvI`+Ms>!6x&KT4CoOS6o)P@`q$C=;+zsCK=0rkS zXhYm%YB-Ebj@vIs1cODB>Cq^n?xdFN9Ii?Vh5rhw8%FXYp`v~)xTGKwG^_4+WmiRm z;xP-$w+%5cDrry*L>|^yHE_5x8fF|+Wwr7m!T*7?+@;(|=wcdtkV^>%?&WixF640N zaD^@oX}D+yj|9jnhJEN)VLy3UORWDbRt^x-6!lwjj?e4PaR zU6K{%4->#&+vMKqsu<9{VPb7q6b;_(Qyd-%k&wFbt*)au3E*AXQ_cIt?^!YbhR@a% z5Un4c=SC{nNdB!*XQqNUwXO4H4;5OY+Fl5eQ{b6gfnaGJ6_T2PPmG=h3p1`yM?Pi1 zGlfa^ysivrWXd1?$eRVVGLkWuiSwc-(?89s$O0;N^M%=(Y>?fwas5biHrzhp+1lKm z1tI1E`qJ++Az4=Yamk5v*yH+f=Jta$_-fX8tv5asWTQv>)Vs5xQ2%S(2EQB_@9mJ= zP?if~l(9!vEezl=*kp8XkOA{8syzp^h-{nRxJj7-R+GQP^Vu2jChWI|%$Hm!aaxJr ze1HMG4;OSfIr3qbPVt`h!hD!7Q62X#%7-nL+&N|z`5&Q^4 z@#FToLn$EtEtj3sj{>{LjLa4f6ZJh*h|T6fG7LwM)~q9{rGh_If3!OS$U6B;kMcu6 z%JAA*jw69^?wd!ANB&Lltjgq_iVcD?wPWKUQsMB=%8QeGHWGZ9clgg@6m*?bQ2p zh~bQPkM!x#1Z+^_`rV$bDrZrw^{aT9r320xd^_>*suw!;4Gtb!@kJ#aV`b~dL3o9~ z?y~N+5EN#*_0p3<(N5+29oB3ZK5Tw0|CSVuS7q&jtz9C~p0BEVH#rVnqZV~e|4P7{ z#@=d8j6^JVk=H0k5^8hrFz~#WjE*C;^BPwvsI{9rQXzqginQOr|n% zno7SgwJ#f&n*Z3)=WZ9Ct5yfS-l#ND(2Uthca=0|q{imvsT z3e+jU8*;6@)kh1^Je_HvQ(1tIc-s>`PZZ!iX$4)+9fhdWajTvGK_PCluszi4TZ9o! z);mPM6k*To0VpLY64~)@@F(8|gXFpYh{DQu`pFE1t=AaOVAmQO2<0GQ(Mfg7e z009606qt8B)!!e-g~*DE6w($l(lQz+iO48QLu969R3b&P_qf;IS>aym-fPd77D5P7 zl1kdcNPShx@ALcX`FOw2dB4y3oX0uu_v`W5V(b{le4CGyYuk49#ui}DYa2meq@_D2@a*x7Q6Z@!NSp z)b%ArFnoAkS*xiCt@_KOE~yryRN1d1U8NXLUrNh%Oc!C(8>hl=bw$XZw0Xb&dl4Lx z@aED~5%!qYoPDHNjM+w=H6rQ7I5l16cB#J@p6!}CGI_Aif%aphR}u)J3Z=HhOy{d=th zG|SCniWa4ik}ZCj#Z?A5AIX(1&Sf~-t2R`kR)(1)OME2*OQEOILQ1}s;?+(Im)VtN z*d5>h)nQo~bfPt0#7~rAQ-#D|HGLMi3jD7MRIpGvyDy+(2OHzr)qO`J*?2YQ6Jwdr zhTu=NJ=tb#v@hjShJ6SsR)?^$ z=VlLUu#t_caZ8@>-^hVt>>CHBEeGwRv)uU3Mqj0K*3||!xJqlvH&AT;QB=EUAqUzT zaX+{zUM>y@n6~D?_}ZEor$i3c}BQRheKix;OjSSP^MCr-^5S2J3yo4~=I2OUeLxXV%OG_g>K zvX7*muBL6^z^BGqPKb*8_`$~Is}KjpN`cMllt20Srd{MfL%{9(^JYW)09PXAFVzn)jQMEiOU#3ncTrNnZekr>8F zdc#4Rjs8T4I|sqc%U5OAa1eUl+i3qP4)Xhb7~w}a=+b=Nm*7Nwr;y_6gb5C~44MwL zA1lYF%O?{rH=cHuM$0TwB+8ml^EcW=lW$_h04jS#GVgTNGyr+xZha?jeyM9 zQ*%|&y#M=>B)bY8XX(1ylwU+9^2S6)H4X;rod5Zx8dkn3qEVJLa1MB#x_7JwYF{JQ zM;xw&tHXfTe%)G(DcnphNw398&$(0(Q#=IuX zTRwhp%cDlT ze$RPnZy!L(QhuISG2pzbI^m=@AiSey1Y3b)k$Q0_C>FOa)w*O4@Ct@kf4B~?q_+e= zp!iXxtk3HX&{LSSk%zY#2jr~|R*5!4Qu$~6JDz4_NXvG)F@W{*&Ei+>0GmXIx7=HR zWzTbxKW+vhp3$=uDSzvgzv`9O09hmZ*U1#wT}{=8nt^{3y9HVXf!Nn&7xz;Bm%FO( zuBGBua{^xRQJfIjDD_DVP+R?m^@w5?_xzO=o`CJV?;TGIfN~T6a7zH6gymgkxtk&P z#C7=-8^AsMyklf<6CUmV?))!@I=?rpZx(J%cvdIXDxBMdfd9LNp0wjhF9$4op)vz;2>r)m1$go-&(*(h^|E2;?HX&@WYF8~~udUD) zUnt&$l0(Oy9iljpH5vPh%3q->UL2O!1hJN_e0)or5OT(29`~(Aa4m||U6|E~IoFOG z6UQ4-=up!Ng+{Df{MwGC*oZ~LsopL=|7|D2Urkh9-GKUtkOy@O8qnP@96c~tkN2DRo*l`rhxNAx z=U(@E6uM?NKA^ZK>*JP9px#4i$%{;C-ol|lx+fKPPE3J&VpRj&lshSWU#(~_FI{f!;MG9|u9h!_ftBu~)A@lnuZpOPhG^C!@JWySSw*e|% z{Jiz(wDwsu$X}0}t6bUV=+tExT9S~xk%uYICji{V8cVgstRSe3}v<@UJ-3Jvo8 z2lH#-;4JT;Fj502(~oOfM{Cey|L2tNyBcuzUMzc|QG?E)UBgRv)L`L9R*(H)HNv{O zQpPV=qakld>V`!%uS7jTy)IBt{RKh zcs|ZesYZad?)5)>)o_fL-LK zIi#1#=9z6S$9&zxUWTC@m}Q1zQ7QTO181Jxg6-b#y4 zv5_P7@w9{^8)7OouZ}EcqpMivp>s0}bzig0b`-E6av(e2ZK>dUgA zcqSGvS5wVuV8SN#UX6hZ6aP&o9e)tRL|?ApbVMl=fkuzC9&cwLi|zVSM5PdNnm^Ug zoGifIc8QL&$cI#_x}NVzLWN7vn zkKApHsoQxTo|lI^5ziKXj?BeD?W6jv=v2usUeM0MQ?&EeuFk@=#JF)@c{2`9n)itc19I}zu1R_}Kki-QXP38mAbbjWX;@8E42154pM-XjswP`#rw;ZqZV z!{4Q+l^#cK)4POK9j88hmpucTyY2by>Sv+P zNQhzt=sH{l^vJc}!|H_}w+ad0kZcBgB`)%CBhHBH=6t)UTx~0bYh$Lr8WOlEOA@!$2F=MOXlD2UGB0Xmdx=s z^BuRR5#3=O-)R#X$!-!pIJJXDvqw@@DN+GL_V+@w2C6kzOK8x+viNx(t&au?86!N;T(7f?O z8qpEpFc$M=kc^Nkv1RKrNkCAXYyocud8<5_+jAwIxc=>vQ)o>kuNS`E>CH$XQ z%Aw6hs~%+$qY0nqeFw70i+tb3?h%>fR;kAMy|>fJuP4Kr>oikH9DmT3BNGW^zV*^f zv&LAGCYW$`zBG;GY8YhO712n-v2DIzP2z~ok&(v-x5ty`O-FA8c*K(zk+Bx9F2#~Z zRx^sB?`TA?L%XCeGKxg+RME9MA3-+nsOG-AEtE{Pb&7nM7erF`n~&bR5k<}&=niXr zPA8fZZ7cYi;>cW`j7iync*37OF}hkPfvkNJMt|jzNNi_aywd6uh?^B#LM=LhgfX|} zS3QX*pXEdtzp~?qdHvgveqTCy(%*JNBRr8TYB{~pDkzDhEH+?vc_b6_9tk3{Cz;Si zU4M;ACzBwLoiP^;sl4gg*-lpz$+*j)Xm&snxl-(KR_!GaMc3PB3 ztQ$A%X>m#-i!@u0$TL$(ZuS?6_q)?b)ETA2=laq~%1IMtpR7#Mac6RUPf8}SbqS}9 zP&`bVO?qUSL2T<@YX1^WCz^5fLr;}c$=u>)a{EptlQRm3Os6|j$Xui+y-g^U@VEW# z9hXTV8)OXz$M+|bMPhCGXTBzq%7&dH0gDnyqnMn)`I$I!0gcR^eY&FRADwvl=<~*e&PHiU3zmgS-9`C++b`JDHZefRvrl=E;qbS{!j@dJH6y=pmd#N1|*k@M+XtU_j)2W zosq=Rd;DayR}8sTR}p0IL9H_&Gq7M8otPKUy3B%TB=c{9O_^OJ+5F(IuC_%8*?Xku z_P@6Q#L?t{s_d8_si?YIy~E9$2oCtGJe3R}cOR~_$h#OyE`KvvbwDqas2p7ySBr}&YrtWe6NPvsO@kfG@-buUAs;Z-^p#|f1ho^s`~}) z_c;5&bwNhBFjEQ|&fA5=@=VbNMXU3Mr;+!z!_dXc1t#?-E$fvp<8nlXY3YV*IG!C} z;q2gpt+qtny3ZfYv7vurBZDB`sxj)q_Jia8!6`$wFSr+QP4=buLF$CX1F=AVc*cwf zf42z)x2@A<(_O*1<88}v6bQrhyA~nq`XZ2W`+yCt+E8@eOa=WbCzg?(Qy{iXp?SK#}S+>~5dVG(M35 zo*tQ@3*Biju@k&Eus9uU#Ye?1K1_#7vhsiTeKX*0{mRR~BojA+-JkB3&w^Y2Dr;yzS>1 zl#R2Z-`wq}eOwvZqe7?RKRbz(v{CDxo!|55N_{qjz2W9on~kGfhvOH?=OFNhvWJXS z4luY_LYF%iSue9nqn763)l}22x`{mataAMEsqHp2T1yBr3Zu^DKgvpX(2ajDvxFWQ* zUe2!=|JlfuY@?Szk3L~&Tv&?hnJpJ|J47yb=8RyU=PeeTr4!yq_OWn{RmI5=WyASU$Wmn|HkST< zy=AbPjWyW~g4~qO)xN1MWHyh3ca|kl2Q#4SNpd(mxF{j(;F>)9CXR* z&-C(?BSDBAG)nQ?@a20^yyZ}r-25ugodXe`*u=4SY{=^G;<a8T~tGz+~;o%H|iWn*KkmAsQJ8+W3Z>d|>DOuV}A zx^goM8aK5F>qr?`x>v`VOG+{GyJ&IVixT8-aa+FS26Y}*k{^!!D#j<7=XKZXigEwD z#NCAtios>TR=-tUjLx^xt9G{*!*OK&y#N32Ts(6;U{N0vW$TPB%3>HO5gO{QX)eTt zy=U!yBo;y@#b(Bgw-7HbI*R4%6yiFMz{d)`LUim*v|H#=h~Z%k98fMqOe|l;o`C{v zJ;v=b9-9wu2a99A%k!asp2zN~`E8WyS#$`G=ONXE+tzkh9)u-7b0jSDF!Gc?)B8Mi zzy64OZP=8DL+g+H>@CiP&8>`6<-f9FFSvB&Zs}~uALFvGd3y_sw%S(QGrWb7-=WgK z(=w49q^YiTC=+**Q|q;zGeI|%4U6~7gefN^OOTd{ipNny6DH|+mU!gdM|uhpMQ0KY zu1Ue88K2vGILY9=eDR0bk%Y8h>C5--CL^@-m4`=nGQ_TNf>oxIV7YBf;hShO!k_W@ znQ0^=Y8_9Hn{*-^^tL#6NXOx6ce$cbEFJb!kN(N~(lG!;Zk|&V4Cn9=Q1Rmh*x_571iEx)zCELslRE z!&|kkc(wMIRbQShxF(_n&1T1%diX81BL18pAIeupkI>GMi$!<%%LwH6suI42KgbjfSV8onfRaSg7(vb0}$2HDnK#1(P)^xC@T9hLNEw zv2ISEqsZqOetKFrrrk7$enjlu@n4sqW$E2I*%`nBwc&k!0@7x z(G4NGJDx-nJKq8Q(V8goGdf=7MGmFg{x!}^wV{)eaA|Q-o&;k1w|>lMNrBTd?o0#e-<@ndvR7xM@*0sz`uEAR^Cs!7N_V^U z#h+-c%D;Z1HIQ6ZxF@o1M=&wlp5Z3;FO+0RFj8e*dgZZ0An};p z? zlB%&c8VV<==1#3W(jmld1@E1&jp3Vc=ANYclErL38XyrRL4%mMA9MtVa4sk@uWM_I^j`G9C`o1l72{$M*JTn zJDFLBkg5QmTZ?xEk@NW|?Bxk3+~tK@6=|VlAmLPY_VzGRcT=l#m0lPzyX1elYJV`v zoUDxbhCni)#Csxpi67ZIct7Zl+7%KwAYNa{dy{;t+xKv&Cy=}g*~Vfk`4h*O@-u5y zg30e4R(meS29gg%fNS?XU$XW2Pjjstcf$Jo_y)g)6WKHJ%V2qj7MkTn8H*CM$O6?U zdR?C*iGTb%?~;KV5uV${C7phQGz%!b@xSLqWWxUHD_^AaU0b>OqW06o##UkM=q(eH zbzh9V%)aV=ZSX$;>NBXtoRd;_OTb0 zU(Y0W4)mLdyv=foB+MkY}PI|nS2^lydQoC7aG!r}e zj?XsN--3@1t73Um78IAN{R_y<#>veAY@$c$s0t0kd%!??bhefYqQb( zGG*Q1nrw6ytT<>!@zdAR`x{PX<4~gWPgTAgv_kL}LE?5&3jj6UWdD^)&QEiM=S z7nY|7bmZcYpt#b;)wxK&mKeKpR}KQ~Q$}^^lzwW_aagh=2f^pcE{193pgQEjp~(?y zAKMceQv7qVYL)icjq!Of%6s4SUhOuz6Mu0f&(Ft)=W01QgZY>`B}vNHPE(N5s?C98V>2NC@uis^n!eCqe8sWGJ3SNst_9MqN0yb z{Wjia^X%kr2Aqz21_eeiV5;J#>voudwz#27xzY?&Y;4WhXvVPcCpR@T@)ki% z=ihsK8z#~%#X{vNn&(s+3MnulTF_-5HpxJO2%FV8&Va#f^rSHfA zyE2qQ-bQ-B!m11&^`rM<`B*srexI(UDGO_Ue5??9#lk@Qz8Uw&EZ8mXUTSfl1^#PW zzQs4NP-~ha;7;kPxWkUcy$@L^-s9ajt;~k-x){OU5H$uvJtZ(Ng`U4gI0yX zrp#p=JnB)t^2UUNp@Bw=W(EhU`gtEev~X~~w8Zx1mU3*+-x#bAU5@o>lM5Mr<(LXc z?-kr!fp-Xx>hY|=RgPks4|fGv7ehO~e(ZDxDcxUJn1}HPiXy97tp& zWLGC~Af|XYefSawzXK#6-dVvxMBwoL*^L~CH}UAS2yu|VSASy}(4bGH@zX#;hNg!fYb` zpLkCxPMy&@v6xYcfm$1_#|ouTirKepUQjXkCYOA0zFCCL_0InF@0e&ikgYIi#)Lsu zY4`XY2F#ze?P~01KyUJ(jfFlF;@tb5j8XSe%$r#+pvpk+?4`YIHwL!!BFy|r0jwrO zr;8rtBR0*Tur2U5xW8{&bp3Q5XrVHrvqpLNFn1y%FeMM#!=6WOT+GA&00030{|uLT zIFxM^#wAIXq#~6fRK8@Xh-@dJQb|H2TPm_IS+dK%n_-M$#u$uUwj?Bniclg&kv6F$ zJ0)x1{Pnxu>pbtdp7)&hxzGJnO>KI-uY!rcTIxo61DHs*4beYU&BS50!EXyvx#)09 z(O%jt8-26_Ir~0jp_hz=xzY(ba_t)1Y&M*U=Vmyq{y1mi1@2$E2fom7aDU{)*#1mR zmVcF+Y?X;lxx1efGHK{-pk^gOOUKEeH2yBPG~7M9t6nCPjEfV3WBDp%to*q1Z%S_} zR!V;5y)&GOkx9Ekw$7&F@x6Of#kQs5+}7Aqk8*s|;t|NRXyl z;o;g(f?HPA?k}}i@rp#^%bFDUT4p8o{UaI5BNf*Stx(|9O6?h;RTh6}s(DPL!84Aa z%HU6AaNhA|d$1`P;9f)S42%CJXc=pslEBVBSs&;Jp9i$(%LmpnHPU zD#V@+&6;nvrLw5UmG|EPe+s~@g{E!a$RMCU{q2Y~8Q%Y0`;teO1p2+ajuho&2(HN} zdvuiqcPc$JyEl?yZ|ZKJyhCI_KIWQ%4ieP;`FXc-BpI}>x%jw86Cid29{FgV00ZTw zn-k)q;OGlx(E9sf5E*Z;pgb4`IbS2KCE222Af|We&W>2{ZXXH1crYF~c~@o455z;w zqX6fxVu`TBe%}zOA_1yCKWs5bO#~06HjYEmiSY3rW6AzY9E4T|$`!XKKmn;Yq-q}l z4u5JSD@G&$eY~uH>_aS^PxCOJ7-!{86Yg&^iwE+f(LFi~iBRUpIZz-^MOD#1hj09(Sn-}vU zQef?He9%}n5tHa$fzn`VReY2;Q;iP16kNN&BPMZj_Y7?u! z`QstO!Qt`Gx+ridar$u_?|_;jUo!QUH`vD1MqW>efSP|X%bIy{@Nkwys0$!qJk)k-f-?~w557JBnH3jT{B@o`Gztz>MCH`(jD%3$HItTep}?K-F?jb_G&~-V zIbS@-s;7nB^F@v%kRAT_4%Q~ZrIkdnA4{=tSe&Sr@jD8F9RIC8eijO6c>09XokQTv zPLprZRUyE=`s7H))kvUIo3ACQ#X_O?#A@gEcyM4dSbfDF1N->*yJvifg3RBWw9ZY3 zLHwhn%h~J+ZW$m_0A8?GF5LDjk0(cCDU#voUWjGL&)~78Z#8&IGvF%aT71wHb^G;I$~(z8(RJ!Ps~=o z|FF*351+mD4Q2Zjh#8}?GrF;%I27Y5oSGkkpVX3v4wm_&naRA{V}d`K%0anR(m4JsdSIk6KC^MB@QlQDS+0JhrHrUAg3th!P^_)I7># zaeeZP&!*H^(LCA5Es zPYTwR-H71nB;oiT)i-a~rr;CFh&;AqL}cGXt=iv|gjO4iIc??=P{p%JZ|ry+#)!(k zanWMww5+5nmrOjiO_w^?FDGErX+gb*9Z4vaNK+;~C*V(Zu3dq$@mQB?THtOOi{Wdh zLlP`vQ8*Yk*lNdN_{M9Q9;`f}WmfFme-m(O$JPb4CrPM!zDG1hnTQt}X-_P` z)LDV-B;0*kr1M;IB5wY+^kU{<680AS-k)1az-N1_8<_sdXj9JN^Zj)yK2@w}$Sfq| zis#o0+eay=xc&M7MU{%KJ))lbm(!4N@4$93jx@Zbd|#))l!B4V9eefuQLtpd{z$fA z2L5dpo_#M#MPa)X7v7_pcz5cz;>`U_WY5l^)Z5bWy!5dblZKfX=o;Pl-_1;vv8Jh? z)uiL+c$GnFF&&k!r!>nm=xDC)`cloEfd-A~H^#Q)pdsJmz`z$dxMF3NIhT}+5wE7F zY!BpO!-*$LA}Kjo)#TzNz~W@HTFHMa*{Be_#Bm}s8&|?d73cV~@u@r)yYB=8|CGi* zs&rK_&lX~mYHe+G`WmYjL0 zo`FmeDIw7d>F8H=q+9!0Itp&OU@E1Wj;rpgiMEVX%ws=p5V4^5;{luWyA!=c#Ie6# zK{^C{JZ$YYxR!vpx18ZFO+XHJk>oo83AnUwT=z_U64pQ8@ql1Jz>`I@ zq*guxb`QL#$<8NYP3zHvgt;V)yn9|kH9rai!XHgPw+X?EW1g*s*ZnYFzVqDM``)OX zc(#Tr;)zC5{T@vNo){n9PkW*5g(D6T`J-MwczpTX*%q%rBp7cPjBWHmM)sqgTYPTl zRueT*b>A8Z8?3zd*_k1m{Gh_daybl_%CgnorXjnYmYZ$dPD-0J>CNj?fxI7_bx zjYI*ry57+f43>WWdv&VcFbXt|<{OWXhQrC*4Fz9aBcXNn@mO3>Jbb|Jt4YHI@E=d6 z2Chqn&gUlaa*{+a$>R*C3?#z`8LQ&?UII+Vo1Oo1l>n8rmp8fi2=K67IQydz5z;<6 zkhvBJkXN#xoQfo9IUF?iv4a9y9)nerr_#axdh+9DiFAm1z%JKooCb%6GYl>@li}A) z(#ZiI5*W7fmLyD&puKbS;tYWVzxrx=2+|qQN&Cft@^p}>ol2~0rh{=>nQmJX9b7+| zXk?Kx!6IQJ(za&6kt^L#yM9r?fFS(7S1t_svCcMCo?^)gXiW`C~u5Pmsan=S{l}@~L3)*rQNDlmzM8JF|?PlcC=zZ`U%b zK4%iv8}uHDhad%D+!T+2K5nrC98bgH{Iiy;JjG$~QOfIyXlgttIsP_t3nsv8%e_hm z&JZAX?Ka=HIs_P(-P!QLj0ok6bqdk3EFVz!=YcYVm3MPthw1l32#qUd4s1^X_n)!~ z(NoE=UBWNu(HGWSZ~B(wZJP?;W-G3(w4{RWrv5d>M^ZqKD)oI)menVjP9d!j0tBk; zCd&2`K`AyO;Yd#k>{pQBKENcwo+(GyC*)Lk-cw8aKp?}4;V!e_MlxtpEEydi)8MMk zzE?9WUv~EWbEEGp&X)4T4fUphl9i%?)JQ6<+neqDK8p-zi}yWtmmtHg6M9y()>QZ{ zI8<|*}Uuc#ZUhn~q8K&+uj|b31 z?xz`S@B_c>aay=$80@+b1{!BO&hPrVXe^UL~mCjiWVyLR&62TeEYYDf*Q%V zD?9M1o_jJ@eRL!J6->b!a)b7!H7RIrmibrNn1nwR&6_8OQqk_y5`U>@8up|lb!76T z;~ag<#i8;HR0!>e*=|lljq$I&K}HH8%aa)n|rQMSTv$+2|LH4x~#h4PF8$NuHWs)Uow%b zI_oZBOvjCCyKHusXW>gP(rCIa1CJjk-oDgG$COXE_H0$5W5*@)#iTeozT2(z-aJ1G zi{~$P$A>ZSc@(z`V<8)DGRn5OZ_LH>J+XI3!gG-Bh@WAXaSZ+Wx1 z=+bdf>YPI^iZmKAPMhUo?RUyZt7I;IEQqh`5@I6%bJg2R^-P?f)Me|rkcakS|Cu$E z=3!A~dGfhFCOXdPFZ=5-kw$7t6{a)ssGx&vj{y@0Q)R3ls4$VlC2P2DH5U^*BbJ8UrR*0XkTHWZvIdh%c@=y}LP6h#}UxuM&S2qSKj!J3Jp0qU_yJhvUYDSXQeU z+%j8$$F4YahTkYa8hk!sUY3tc?wx(9NAi(h>OtQRYu3Jao>H}~@^F1soa!O=Jj`yg z6@7b~iFzCJ(84?yi^8codkb=K*mO?)LqZNRRdf$Sc{bMX5%w2`Y*enkuB9=^KQDiD>adUc1s_0gAHl;({GsD^E(w+ zj_Q~kUYmiD!ZAkeTIonJ9awUGmxeP1sbeF~6#QPXWY|7N#y_T0Ozk-`ZgMTxUuTet zm&+2Yr6CoIH(&o0=1szTJD0B*4UkYg=!s1WB;y~t_>WDWlhDQSk`84)7D=xDm#J0J zIO3V{;;ecUwlwbAT$Ub%$A$fWFh-(q@HO%E@To}bpOSm(Pl&`XADH7!gORvW@RY4X zHVU_Pd06}{3dU05BimCSc_JHUNA+24M|9iAacsHzITKCg1?_6P%;XT^?Zi z#Lnu0h%*F`&Rlva=mFO?3%hped4cJbZPR{>x1h=T7N^~FFZk>Ht7nhBCvcSb{Ck+- z1G3X|0}a$WFr$3P@xYTP5Z4^lT4N9o?B7ng$yg>r-Wz>ycR>P>Q!i(XRwqL1%P@_o z198weZN&7PiGdo^l(Q2Z;qX#%+sljgEWe~2*h@Yg4}#1(!~GsasLVV3@5F8rB#m76 zN-QNq*s&a&5z{o_U!$pWT#EuvMpjpS1=8Ti==B39CsSE|$W%HZEgAgrXpZLu0e-Rt zN$O`L!$T9ZiM&A)T+Mx596%>S(F*s5+7>bt2%R;vHBAMBwl|W8{8M0ORen#kJQ0$$ z=clPt@eq4CPEk5K0+=x;xjpCs@N!szd1Y%jWSm(WYhM!uoNVH$yZ%K&KGVNx+p$Ox zS~pd5<472EuV*awcKJhL-`Gv|%f7&-b?Vo{0Y|7fR1kV*(`B%JIF$Kh?mW8nwNzrB z8CVzml1!PghbdPLw_B%g0h_PCjO~mE4DN2sR`}x!!=^Ohqno^8FyLXQVSopGzL{XL zqx>eYg`Dh_uhj;|R^P3i>x_}@UEP%!c8v<9Ea$>=)^BPy>iMOt@942 zbtav~kp|w||6Q^Lx7q;8{HztQo!o9&I4cWH)34HfyCS$r#|A?#-{2iNWRGHs z&T|cUj_BE-82-rE9c#q|%NWOf&{Xn5+iS_I7{Z?!u;+;!G`)!rx~X{>x;LkfOT0G0 zO^Q0tgn3L**{@YkW5^Ay58Qp9)#ibvwHNM)J@Cac9>325KA@7u@5MPb1*Ie%B`_ z)+Qr7;joTpBjHHz_#@w=DR^$H(dKvSlCk3K58gdp$t?ZQ3^f@-0we@lZM?x zyE5aqQBYTs_(LU*f?|&ColXR zHLDW+ZlB0Tk+Hgwje*(7aK2;Be2|UWUDp+EvPhd^T(%)Fka{|2anqwL{G)ZZ<*iN@ zX49KLQXgjFqJ?mvtsw*ZqPwdGo-r`qs7uqsD;v2i@;p||a@50*_e9ukKuQJ#(n3+>VLTjZ~?6r95O9yFWS1 zm5)|}=ebV|G6V0bY>rpkzc8;_^KyRWokZ9Bu6Q~l3 zd|ZIhRo1a33k4XO=Opwurw}bN6jw^N6rs_M!Gc@iMM&6Wms`6sc64KIjWG{zLp78;KMs#81`q%aXe(`t>H=;8g`xc2%whXMOxUrrCm9e zy4QYoe^8DK?Or9)%jMWHzpm~-Mg?-*sEL2bSBZa=Rv)#Vt;7v?JJ-(mRAR8K@_GBR zN_3fd_58{4O8gf%Os6VR$o6eVt{+Q!wUu8A$MIER6_uU0qO=OH@njzA znyW%(<=xf2P4{r_GBxbM_G)z4R2l!nvKnQr@+FAF_t1aip*|z(J>*}y{z-|&?m(pg z85R!<%KRj<_~@3Oz!%y*RA}@{2+g{O^JGIMAG3St*)*-U&H5f{pQyh1Pw^gJtLT3$ z>|2FGMn`I@$0{-LBdth-SczZX`|n!{uEZOZQ4@+wCC=-IYn=0DeP4;KL|ITJs`~`G zQq(JPSD|m7i%li&Znzd5W;=@Y}6T4Tac4Cn{WG7UCV@Jwd!r3$d;yM5~jx z5YHVck(+QVM5CeR`1x%GIK-IwlRKD?er{6R2`hPcxFhD19a}!0=8jLB6V1clgEZ45 zcP17F#Ox1}W@7c5{7e}ECaSh@vkwjDB9CryZdgt(_7McXwZ6(h6(wTSo#AYhXxX5x zlEuKzTJ?5583um5r~5kMH60zld-Zhgpkp<=3PJj8Cdy3sep9u`M6=T&{=YBL@ggzr zkDfUltG2j&G@7U3<}dum6bV$Ml~V@@j10V8yC@Q@l#ZscS*gJ)>G*o`nzS>d?}t2ZKb^jeb+$#aee? zmZ#NdI0p56*G2@0N1%rI?JaB1-@z#nUF!b6Agn$YEnCU!gKZ}Qe*4J;qVRySjlN|d ziv4&aM#v1t&ugN(&#;H!n~=m^qIZLkYdBMXe`PRAa`WyqKk1H?Pu?yqeXO}?c63rz zKpjH7Ghp(+%Wz>Y=e=+jC#cBMkJ;Gj019o!QpLyJK;9z5_I!sMv>7k+L*G^4lIc5S zy=n_D0)Ae5^v4hCTkP6G;v?W!{rgHle|DzkNEh3RGC=MEjj{6xb=^-&%B^3|^;BZ+7oW zgAbRlf0$dy1W)!hCfSw&$sb-l4?3O=ydv^$&;KwWQlREU6^mE5X$mm%vtR?WoA}!% z6HNTZ&S{BL!ML=7Z;Nsos3+dL-lao>2gcb?%qz2?k)xcNvo;$}tNvbhaC0{Fzjb}X zIYx&M526YSrfJYi*zsWI6$PB-I^yk3Qh`72F6YzLWO$udf9P6QGU)QXZ*V@V6D}zrT`V8p+fD>mh3*ByUIO&}IV65&XA-0z zeYQHgBN@DgT^bq$$q;xiHI=HLlNxVCg z318&veH`8BV80}MZ22)AlFB19+q>!DH~cXBtug~bFO=iFF9WOvzCAzpi~(j_o%?z` z7@)R)joW=u1`P1|{7}8cfEUefOea=+<7=^&`E~}_){0+`?qc2sjRGov>c?!R-x?dhD}!X-mkrRUz^u>@xJ^D9c@XaB&kFxl~kgnh~N9y z=ehUXd+zhxbM8Ig}dtyUuG3#Da;e<$t0BQ7~*3yNfD%8OoD}Yy0ss z6yCDb5z0=0%g3J7=V+yXf|TyVC8>B|x_(j5R3QeGBl(@355>a!D7_lJxM-Nay2IYo zGz`Sg&-OIm4u*kEKN|RnK``jj!_)ma0;nri;*WKM;q=@i-idHy_`X>t&IcHhHtotv?3;%L|rr36IA7 zJ4=q|Gs2J~D_Tk;HVkj~^*vV(4#PFCU-J4^ktpCZmGGrF25-Fa%CU%!NA~iIop)W5 zu)p6uTE{pAYYa6wKFFt|MT!oOoK7X z;A{+@V!9FKpN$;ys+tdFbMU#HT7wFI9xl8YpOH(=L$jd5$hQ&sIP0La>hm)n+sfW1 z_;css*m7u;eQ6H1h?hQ=E28@~PDp={l#Ah!Dc&zvaxu)RV_V3xd<<`GZMa`ngeS&z z>qRb<;D0f%^5plGVV3GxkL7_9^q49fnN%vqs72*X0W2lhTd8^B^{WzmpPUr6RjCXU zMQsQAV#;ylMX;BJStZK5%nfny5fRW%`B+YKK`0TUE$rB>z7bKv z$WWX?o`e%$<C@3`Hp8uhocvsucKP^+JLpJoUVZ<{Notz0Iet(oQfmU$vl z23U10>E!j6b&5JiLcLFN6)pVLxU_syDdR*njaeuqvw`bKJ&JC>=G(TX z0TOnGAII-o8o3-K@hyDP)#5Poyyr24TxDCs;eN|+?-;TTdG_I-bpx}$Kqm!Xb6l{6e z9=Lpvf-bz#H3yU_=+_@6KAK5Eu1|sd8nqPsHM?DCFJ}ktZhcXuYt?}}>kqTeCwE}s zthD~bXb1i{PY#Wi?!dl4`SBYIbbmPxCYtp9DT+^r_J40j9|cXB+|_opKKS|X!|`?; zC?9;o*3*t&*6Pz$d)qNceQvbzL_4PBFLu5jY(wR9BDbX9wPNfw-&Ur7E$Fwt!VzrN zg4?c4dzBs_qg6>p%Z4f$dGh~ibE%MVvG&fF76vjt@4Xry6VQx_9BNKngl0Tc^Km-G zq8X_wDzPqpjhK6YbZY;>2K@a>dE;GsJ?>B9KYz-y4u>M=IdaQuQTXUi{wrG+N$up#}{wU+6wfl zeL}eXvm7gD`dhO0mm|wN+Bj=SDGCJs&D)(_ikwfr{yRo4#_Q|^#r{oYxT50zVW)o? zp3+)aRW>Tc!>VcG0(?cNv21ZdUp5adTP2r7Qgcw?+u=5iegZPxG45Q?$U;BatQAk2 zOl%C^uD0V#CazxgeUo`A3%N(VYHTX9aMo1R=HF;GTDMdr2!2RLi4!w=+&|*cLS*vA z9j6pNii@!xfV$g>x`*3el4C;m7 zS2^-628&NjU-uFTzy-tBRT*hploIp0-kNHRF*Q|95^w;B9}Ma?q|X82tn?YrE%so+ zO|H0N=Lys4$9G-1W(_*S-zVe+ogwIOn-mYt4=yopIY7T28m*m?U8I{&LbIngC9TNnEEY z^Fa4a3Nc^203Os(nW$rV@LRZ@`Q_;X2(zlYQhzxQ#4`UWb!z0nmVo+f5A$4bs7?8B z#3dIZPmTtcdl$pri#%P5yyXx-w^dJcx)Mm~0sDzRE1+iTQT(>o74YzRljx#v1!TKd zQRbIR!F4GUhB8WF$tz2NExi=-EY{v#m@a`T$;?tYVkMYNYU*nrA_3KxKUUbM8eUHv zle$E#hBG-A=N$v9VQBT;A@%>#oFSzoA zVK@m|M1yil6-iKBD9O;HLW1F}m-3~FB=}D&yg@IA1Ui}3O~&0s5LaTmuAD%G3O|O^ z?U7YbGvah!^nFW(SGbUILQ&-_qxUN}*MHv%t7X1vH)GVV8(21I|3<^Z9m_ zFyZT6?PgE`IX>k@CB_vX7{=P_T~-cc>irEjKf2vpuuz1~8_X{{JN8w9qK#L}ejy@o zxz7*vTan5-f&rM}OWR!XiO%P|KMFp&jABh0<%F zcAUiaH=+(Y@7qeR1l2*3@eh%Tp*l!lVt@FQ&KAqYoRE99aOw0$_`bke@OkI1u{)#& zWCVQ=6UM7SQR2T$`_CkhIhs)T%ZeUHtx)+*{?$-=uVQ8-iv&L%O+069=;yD_^iPBk z!9=B>BXpt)*nLT@9KjV}s@9w5*Ix$vH5gw>^3vZ4ll9F&i*h)x*1G22RSsn_&l=^` zE8y3Wyu_|AWguJ1<+7?#3Y)^EPsd6Y1K!(F%)nOw6%+a|?b>rdPw`o-CuYNTv9^;r zm(#(Ygv5K4zmr7>~7aBaR)nDKcQFg;^yo8FQPYI5z}HG}am|1V2TIR6Sr zKS}a8)JTB!8w@jN`%|HN^AsOTP%;E$iit3{ zgP_HpCub_6VX&;~+4HoEK-@7fsMzKM#1g6DI^#Tnd|)w?e`RDN$OBI}#gN+`oqgU?@SX+uJ4pi~Hi{&JK8CW36PipGw65G>kVGj*tq%!x^*B`q#p6`ig)1 z+}|)U*cpI*rEW$UI|A^%?kS5N$pCyYHDB;dA^>9?!oQVl4nliI zj@%HI%Q$UH;2)ceKy`V`j+o&{^op1rrw66S;P(=WNy`;);~{OHs}T1Obp ztA|*gyAp|gL6+BAi(+xBbG`keh&ViMeKMb>pM-TqEXVZ)Qc+CmNM6s6RQ$w^Zv{T2 zpmzg*g4*L0v>Q8rG3sgxYA{38NJ%QLYbL~h_DRQdzES6K-Att9a?$)E3FvSC?wadl z4jxYsNm8QbA)oY4&t3&O!P0`aDi`BOciL7`bMdL}$g_I?T+|r<`|^@u9^Sq(8@Yc| z0R~=|tI~Z`hz4N!&?&PR{jPBz$TulP)z^!y9}3Ix!{$E+L%7QDuortsyk8l9DL?b% zgj*RN_v5zQ7ua=|Y-gGt>#R`j(I^6X0dusH&haF zIB_xIBAuMG;c|QFtWj9q_q&3K`R}ri_tVLAvsp4xfP`D87LxdqNf@|CtK^YT_-jzs^UbN1z8YK|>++xZRf8J3DmE`kwV0y6$tO0c4ypZfU2m#t z(J~|CUBVCgdL`xOM`$%znJfP$Wv&LR7FI)u;urLOfi;95t+{gy3F7*~m*_;iZ0g=Jl@iVUmMSy^0RJ3m47}HZqK@K2`{QZ@$ujzHiC7qm7-&8@9F2_je~6 zWmfP@3U}c+a}*zmy$kaKwe`cCx^U+1LYSyk7alGDE%Nt%7uro2ugS|&@p<}&aaOrFxPcs&K< z)rD)9bGu#gx=<%zBbLLs3rDVB&ks`XLRUfWxg%dXah7V$Yx=blMOz1as&{lD;mzr- zQ-`~-HQ>Tc9q7W!LH%n!lbz^)RaNYLL?_1cuyi^zb|R;5{nHkD|HSZvF~@qK17)`b z#>|FyAmf({ybsJf@QR7ux7*wuD6bkkXtJdPgZCaNFJkS$vW*_@dyVvX1?|LYVG0gg z^8U^VXvbdX-7_W8Z8&n&x0{8~h9pz&H5H~d^zS#|Oy_Sy7B!(k5~y=W^44PwEy#9-|4fp33v#>Oj^4DJjJ=6Ha?EATc!^EL%BrCWCE=H?=ecGK zF{(zIq*AlfU%(=v*z@){3oFZ>~e0mqoW~ooaCpvx~D3 zXAQERUwyW@lZ4V@KH$qlLd|ziO)go|{{ipY-j5B4*z>}0(J;RX-?BlmU~m-{Y&!Fp zbFvcUwKqN-*-?dO+bLN;Ddp&+$1F)OE5XwO#S7Af#h9dD6DRz=5N{iG18ATXQOy|&bEx=t*PH~#I3ab{B^K|d3>g{6tw^Ak{dB8Xw)d?s#r z#2PzFuQwr4IV*15Nyws|6)~h6kFrK zIQ7hD56VU3?Grx_|ImrX1@*9;xuiHe=Ii2RT^EPkk8AndE`_4W+mO>!LY`k@($?hCN(hWxr~Vt*90ZE; z{=xeEL16O1V1=yc2MonyV?yEqKol`z5T6NyGfOuL8cG1c#yNgnj)9r}apZ2DMWwvSj%?HeF;fUE9OUp>tCY2%V@J!o>tIP|F3gKd{;^hw1=I4-+d z3uwArolS7MB;;kwuV(P8&2CfoBtzT6sA9iD3%q{n>)*sphUzyK+3=eTyl&V1AGx-H zPI5Y5F&hQ!mb*Qe6(}$(Ioh7WN`Y_>0go$T?a)ZOS{tyh9rO)acs^}wgPY=^8PCh!Z-#=nf;Js!L-5HaeJk|`gb7MDXX3bE2Ni*&7R5SFk?Wqcw zZiee_rBj5+CNLRhAD`1~0&Ono+<@rti^=yN?*FDTV(^|n#w^Q2IqXnd*cigQ$N(MvS_-DU&G(%x4 zm9(bP3Lb)Ed(P}`2j<>iT1?Uukc|7qw^fP)yvoc>99|UoyqjZXT8{#iv=X)W=5}a1 zCjW>==kda4IW5ozi(h!IO#W_#zkgpDyX#ZH>EQ3x7#ao0j*P*keH6%lw1tg8XookA zBf@_#v_saf$sp357BKrL7kK(5{a#8pX170Yf`l`A+8Lsa@O1zD4yJw05G3Uj{<5+e ztUEqJrZE}RCS4SEyOZH?WBo-|r)JpxkjJaFya`5FHB_RE8^OL*&eznZ9xT=@4L>;7 zft$Q_VLR3XK{zqu*^36a?M3eV;@$|Cz)C5~qY*+AD95Y|8sIvUh)!B`J^bYHl@vHw z5874|*+H#!U`JU0;~`cDE7AN0YkM1@(cv%$dvOC;Kj3~Ff2;|_54HBxvo}Lh`pp-O z?eu&~N?)G~;jY!$$VGZyC3Wl`uB68|Wxq{)fmAbOB_T<{z7+_6=AG7@ z+Q4wQvi)m7JDkybHmfw=2E|>R4y!B_xND>Sv!9Ow#0_QFbH^yaHZPpk6h(p1U99m} zhuYwRq`GdK06{>$zdZ$1HpG9Kt8~CI>WB^(QzxXGeYG5(>j0)ydq2Hno!~S0@4KIQ zCs>N@m`+pegv%19r@Wjx;kF+6>A?pb@I)`DVen8FgzpoGbJC##Sy?lvr;Q57w&tH* zU8e%csZzE;l?K(nMnmEksNl*uq5gn_213gplY;+IVQwsilj|WB{Khs)t@UWIgJ<(U z?im`~oxS>UJ6AWzZ|_NwR_lh@9qX#8d%M9qz2(D?_-?S1-nR88op}$NWHu#qLz&6! zR65=MN&N6fqbV9(mU8{`fj(~ASs%%h*bR~&BJXP?b;Cp6!CxLJ-O&8R^`HWOH@sdw zsCICk2Aw(5Su-ItXfar3Fkz)ZmfL~Mr+QRSrWKs1G^WDw4%(#PX)3gMH|2b_qr!m@ zZn@2_RM`I1ie$0S1@+B*hZ^g;puskhXVA6_ngXn}-tcvSg@|-(d~hdV(B1L;>P~Qw z-E)22pbH*qlj42Mx`5|gfc@-bC)_0ovxpmX!uk+5?N3JsXbU@h+rPa70-kB{l}=DV zPNU?4)>1p9_}uSkoTtD=7p@W}i4M5csj?R`_+0yocQ>?OTx2CopVY|H)@SUBJ4^VGW)WF(|`BxKuQcF$nf z5UCB4gySFOuD62rPLEg7Yh+mKmeCnuB7+-=(di3o6Ew>cHFfSaK$KgSW~5sqniGESo+`h|CdzzrU8vf*E^?C00#RX^9fkw zf$O}8dG34;y)IZSmGcrnwXRCd$}tOAmL0zG=4V4&LCSFNXg2hZ3iV8I6M(mQI!Wwu z1`z6=wX=<;f`{5qTPyh#xOJ~WG(9r`1_I^%j(m>+XO+Ud3nk%DIWu=B=zBN}a}GEk zkc>BK0K3t*d)K7OfQ~b^8{kl8MoqowXU*!$A6(653;q!ol zY+E^{wt9epmt8FZ_fo6pb%~-M(p@+p9Ao22_G>?bb(OXr;|#lF0kCS-~Ee?2Y4ua7SzjifyQK| zp@Bapkdf0n6@17X=f4J~-z;)OYS@6MN2((-gs4vlHLqOPvFtF~mum_>xhLBjm>ogu zjlC(Cpcycj#I*8g&1mzy6>P|FbU;PsE$ugm-e~yEQbFG&2=jy;W~=0b(E8ZPfJ3_i z&~!`D8JqvS@WvR6>-}5)sCq=AHSt0q@@$ixUb`ELwTk`2=Z{~(G}Otuaf&!9-jR$o1qjNI=4jTiFBM1mtN7_xw!P&Dc7tIsGpQ|D6&x zllz#AR!5dPw$CPGMZ(OG%7-PC_Y( z&+URziO4x1)38%A5hp+8_}@}XK$Y*+!{dud_&)#u0RR6C*LOUXUl;&zN{XzEL}rmu zQbI-?tCGF5LMbaGQe@t2*SK7FUwiMZ@xvn&r6Glok%W{qBt`Xm|N4H;`=0Z>&vVZE zo_p>y6m;^}L=rsw_E55tnhL+pk6V25O#_OPpR2W2253l{zkjZg0gt+bw9aLxg8SmV zT;r@%pzD@8uZQD-EBlqSS7s{w`%!NhoskMn1GoR`+`z+!OE33yyQcvkE62e0U- zm2g=J3jugC@J*c|c(^81<)@L73PH!~IzBy0f>8Tvoo$#CSEPf*`;)*smHR3!Ar%Bj zGZSY5@$icEI7_8N8mNu6U2x#bg!aMh9`D}~;N1o0jFfB!>@ys=loOo_X52$MQcvskyHqwm#tY?7wk5Y%YQ3B-o)o*q0 z$b!wn96D6(BAuT#yZU z6A(a!TaWx=FB0i6;@>`6+{y$ZDPCNwhzWaM4zr%I$^%JvQy=lPe2`@cABnmc#N* zoVz%AqZnRaKR$E;)!tuM8W%vFW)MlSljvB zy#fUMRU(9pE5Wrb?ApQKmC&O5Lw2iRHDt8=E=_k=LxbT-ue8@S&?rgs%80LpO?jo~ zzc*^(NQ;H0OGz#4zL!Th-BJr|9Oqt0y4Qhj_JDgKM?K6-e$_g3rkVdFt zt!S*=XoSJ%&IffaH$g{Oc1px*6U@d8w5`@R!v-^`cBrcv!bcQk!i$>W-{6xM26@f! zwaC5h45JzJm=RhJ8k>PR=h^Sn&PH13x+}&kiZ0Fkyl~KWHmsT^J3gaE@ z;cSMTrZ0p$xtihh+Dm#KPcu08|6Z|kZiaz%!u)raW_Xb0{h8hv~r6knC1dK zF^ML4Y`A3R_o@+!k7vzY8*T(^!+VbL9gV=c?eI>DZg2}zX^m_9A&>dG(iX{ zlp_D55u86g`7U9M&G#PD?HYR;p;zbY`}eI4(0qr%2MG;O&NhI! z>f6;-*#@}my1(f_NCR~H%Nx6-Hvn^`(%pl%0ap2g2fu%+hYWG$?oGRT=&v}wg4>P?I83P2Exgu>u79Jwe4ln9Z~%KPm)Y2epZx z>jltx%sZCoS^y3W$H@w)5Qv#RO&3lUf}7raWzU^LkeI`rHL@-QX03)ohg2avp57mu zVwMl{ZhJYD3v%I@-&4E1ZwzSa`EYn@nh9P?J|R&@8Bn^?zpdAU4msC58vg~-;Z4(i zjosQznA!F#Qv^>3Hus?)p<`4K7JtUCyPXQ(OV$WSddWaI`7^+emjs78RH~oW=D-D! zXit~U9I(;*=@Gq51i5w?)wd@>w5njf$r}==bIL4yD5 z5IDiQve9uj6egKZmHR`&ABE+5aB9|F`9_T^=tZXV{`t2JHQ23}j>;kwWN3fC zXG{krCw;CP(KkoT0WHd6mXQ5twkx366ur75Iw-<*0hQdy zG@bhI653O6;C`oa0Gi9&z487)0P0`1=}V9bKq^10*$u@45L@lR<;Z{_^kxL#B|^J| ze3sQ8u9*iT^669Jw^whVZ4ajNeP4&8&yw0tS;oSV^m2@n$=VGxaC}{_THrcL_4zS0 z#D5)i8*!e`Gz&&@9$(p&cV0)L#aS7z`@&Jq@=JYEX)K~P7_ds$?(FqXLr*l89!MBu zAfbwtd1Gz@l4^8*b!#gD@!oOe*Qkr^GaDRK~Fp3=~% z_(`@)nC#5lxJ=CPmr0$hwp7GB`Zm^Mn1Xb#-q=TXB_lSyf5O7gX~-bncBsOXf!b@T zNg@Lbq2R4ligZ)IhxSG3Mx9`6uVkQjy);GRL7Y3X;kV zqBYvl&}Zp}k42UY^hL3=4)#$~P%QIO9`?kF^z|;=)UIg9U}?Z@{`@j9DRS9Sv5C+ER?v{(a(1 zIZ=WR4?Y@6S}#FXzN+t@eJepzZ$19zuauxY3(IwTK9``j0KQNs%$G#G&McDl*|5qkm&80|a>}>_xS}8iR>&s<{mQvJFt?OfeIkkSL z)%Qp#D*nuFeIApf`nJ*;i?7~!@zfSfwZ4-iuJ$tI#P!(NTCW^+xyKDp_m-pa_)n6i zm@A29YX0mMC{1;({h&Qzi&C!0qDd8^RsSr>M`zDgu;ebV;${YrG^Q!&`8R-%7-*3Yw*Dv@$& zxT%C(C8{t{U^YruBIC4+k^MiaP-xj!NwcjrsJ45{o^*j)#9Bnv7ImyeW&8X!eqim{ zPd`0=pRPeOONL^;-POo~@89D3W)h z)O@sd2e(Eg`pfDRGOkmBF5m1pbwD4hyIt+bWLz1lxA{+Z>2w)_URC{vhNXyaz>5RS z%h2h<)3`>Va`aiH%QJp=Ihy>Upp)QKj+i4N)m6gfXu#XmFU-0O@hPkBp5!eJ)>Y;Mheb&V(!z~CEL>`wI=Qp>NR)oeZ;9hWk5qj;}uOT5*gup3mKd*cts`vS`*;iYD z1bvSzB`)Nn|B{F%IzMtz`pYO^_iapMvVNQwWit_+FdtTp5MZFI% zvaVqAn$$!clcpelvy{#=N+h(mpL0`GJqKlXavvzYlY^c~ePq9@PeSU-^%-PG65=`R zwJ;M+LJ_xr2$4E-Q1nXDf(n_4RH_|a6t`xh5!sy`%YQOae^TAav7#wV~ZXv4U{>NX*IOO+1f?<&s zh2p)YUTr=JM`8NZyLp5tWE_~mag~Wf1lunkK4;uQN+upDBbm1l(#L6a5^faR3A5PKapc+V#4u|Na8KSP3*PQ<*4H30OzQyLH zBbwPT7io2oMKc0@GTYiauo0M(#aOs&A7_`vY!VJKDJlQ zo+_}XDsE5Dsw2wSW}T8g>4`>9&4*5+%jj8T6<6({%jk#X#bwD|mr;tAkG;%IPh_$6 z*xf{ZPt-2BUwfAOEOK1^CBmldfSAz9*%0cBWd7Va_PaL}sRzG3w$BoWHa^Y?ajeE8 z0$Fu*?R7kIwVyht_Anm(_utPt^j|z0^6p->9=e6{4s?gzn8u-`9dR7A&#@?(Y8~v{ z7LUSyXyc8TiO8b*_|q40$wXt*yt01(yp$CMNHj5_~RVT*=pC3W5|{6_b;${ zcQgC>H`foXSGF9wIN**xjW(}wju@emV7Yv2BO53P_M|co8>2f}rpH4@&L9^1s3>kv zO=Migf1kc)4kfLFotw+9P&4%Kd#HpjG^ItmjJ&%F^S7LZ7rjG)UiFrxFgp^882ZY4 z$HQPxN9D=mGNDk1`*Z7qP$&?D)+q{gVUUwC%)U4DCW!sH>+$|g4AgzsGB0=$3oW?! zcIhoRaL{c0F>x^-g2_i^eX4Nqd2z?AV+jsAr@vjX%EiItV_R1h5)OVlPW-2%9}h)h zq4ngYL=a}t6Ar9NhIF^217B?L5Q=|IX;)4IN*U{)#jokWK@lnHFS%N8Pq{(b05REU7-!IGheD0`Gg+n3-VQzWvh$dM23B70J)*2~b{R$4r*W z0**pn+n$hYpy*Maj;iMXeM}s#1!qGx$3XputJ!d@`KGrrOEwU!N`{;NWkFC~%Rf!b zfH{+o>sPWt&N%gLIOeeuoXkpKHX!dH)-(5s5N{nUc=%`zNDtjN=LaJEJDE7kH<1ky zpG~h7dS%1k)pF|4P&SaYx84|#$N?6sjog&iB$#mup^*_8N=~|~T^y!@*FWW^{%RUD zTR-I%iKD}wyfl|tWg4`PEezVXQ(?V7dD`zOnV zUR-uvd_xBtmIO6lQwBtz4jL20{J2v$d7aDzMSB6&B@+f*e9wb3!TN=oHueW&<8~{s zoEwm$!TtLM)=|8H04Vw%2?~MvMt@c&*UC&**U7#ih5*msMl2s6Q9#ZiK^ zn+bKt|3wErqQiGvjf(JoI($je-_+})L)rI@p;}c2eCKL4OXOq1qQ7d!>PPJV^}2(l zjanXL-7nYa|CkSc{P9bhOZl*ci|H{}kOx9d=V-1fd2sNCk4#rjF3jKF`LJ@H38cgm z5gM2{p5N?OyK^BkasC)TrqkK9J3n&sfCEWw)?+%{ydI--KNk%7)2HS`vG>YfgLn6K zCbaG4YIIa!z`uulzlrQja0#T&%w1zbLqXfmz3-SXDVocJgIuuJ(HgIsWdd>K#KaFd z2K4naxW1ji>UMtgF7q-CUW%N*xrVhLe$bZri`_qS^=A(WmK< zdVQ7GK!yRFi}p*>EKHze`ZewS%K!n5zm8TC3^?m1&azoU2eI{}^jHxF;NLWpjf5F6 zY^+QldCmms{t3Ols$8&Yd$3AO$b(z9m3NPNcSVUC%QMkQtjvxHVU95$-R!aTND)l8USNRavzcQhy-Z+H zG*gmuU_#>8=q+4@xnLY&x_2CV?xFuCB^9v#l(w0)q8$t{3cezLiiWLMvGHlm_Y9D) zx3+yS$AGXKy43UcnQ-NXIpxmIJZ#;i`mDqAK)&1T+aPBiaH}cQW&;yygYMa7u`$3- zHqu|6M2EPYJllG6=n!~-qHT?t(q8m!+=2<`BxBfT+nI3I-91xtdmd=Em3eIZ#{|JM zTQ_b@F(4|?g?}4n*U)6x!7OY)>vOZbOP~Y4<_Ugd%!(ZYljsct-so`}4o@(kAYhJP zj+6_9YOMmYSUaa>=325OwqNoc!^dGB-6c8fu1^E}P!0D2=JyLv-zZAcq039ME@mGc z(r#`D>dMfe?VM||DVFz1OXh%!JRK+oMv1-Y6xbKVLbs|X!;Q|P({b)3P`P!oD;$%a zo~tc^Dcr>0{_YtGc1&xl;Ooe6BE;RV0ULMMkx*YcL4_x8r}gD8Q{hzhH>;#n3jAz+ zI{Yk|0(a!i|4b)RVA$QVc`lv;=T+UVp1MGV>h~s^Z^Y@qad7QGC7uphl4Y zM%XbQOAc4;f60KKUZZw6eI~rFxNowqK?AOx8&dr@vHiNPmurxd0^9RU=p;<0{S_8F z%vW7m{^Q{kNW11?_tudL9<=yD!+tDJ$I9v>yRrSsjmb;F;@E!L-+CyL0z38(Mj7Rk z;ecJ1*NGkyNND_fXzNGYsKCQaNDS`{=Ub6%uqwSlfIS$$|CdilUFlh_LU7*xN6Mi4bkV=RB!E z1kKOkQ?E!wh*?NXe}m=w`0=-kS$q^&EPU&W&QalTw8cUyHlH3_MO*STX`r;EH?6vp z0#DQIBZlc@_$5%Qck&(y&R@S>zDy%S>=nUJ7w(ea#qvm!4A$QLlsji;2L*0;aG5QI zQ9%CVtP&HOzckk$t{z+zkh`5aBW^{4$n<{F3R?~sHVjp!VDseTG5bRHI1!$VJvwJ; zM1(#4@MQ~jj`=CG)tnU9>Y;)Pn%``#jbb&Jo~*vwB3-QvytsOKV2eWxjyHtyPu`7+)n|Y`oYvROhzlQ zpl$~lghrT440#eHb93^@W8=qpsC>>?T&LRV9If&!&{8hB>RXuwAZ{ygT`U_$>72`B z*nIz5m+)1cB|>-RCc^{MUa+l6sWuBt-stFm{*VDxDZKZ$W1p zPIQc=LGV-E;wEZ3NDG7B0pBEWb!1#}bP_k{pX=ykxOZ^2;N z-+j>LTM(3y&7WVS2EewFbGKEwUBFer8ns^X1EICp2mRAlup_}bF6^>Ba+|@)@Ll#s zd5aytm|9`TL55|x(KiO+PDR=uOpQf?=ar8CG7CrQIa8Nj#D^fqxm_yz`n(a>C9~hf z8CTKx$~aG?TsXR>W?$?h9ga$N=>@jgq{e6ICOjKaL=L%4!LjfY0x*qq0Tu6 zexhVNI>keCRoWkiXdl%|#D66s!DUPT$+=|Yf7feV`DH5d+&p(_a!WMjC;D(`Vp%ZI+(3>^d?3#N4})Vxf9Rb553-e zE>52QdWv8!FZcJgQy?C{Dq3lwavqoJ@)qbQYC~FK-kATyRwDjR zxQt%H{|NokTu;uDU4+nuGusm~`}b}>_5F&gye+mobG|dW`6eE&-~348_FWX|tegp@ zxkJBt?pJM<542B9>%@}1A@WY9F@MWL6t3E1mr?Toe>c6S4o-Q&EF##cI?e~DJJU}Q z>-}JV`M&*3QXt-CMt0p755>^@Gj@l(BJgjQ;oXh>DHPm2!TjuMn~Rr2{5j6AT#Srw z?m|@_N|Q9?^nXxcZ_+2X<`E6o19x_ixip-*@#jU8Aq`#534wM;XyAn}{yxW`Aytv^ zxc7wynf%L}ANA1CT(I9EZgD>Jqa{TCD&}LXQp82hGavKnH|l$_@)0z9{Mp^!eB8l9 zH=W{qyjx`u^PQd#5%b8__3inPKOP!sxQmX>o=bLC|5t#tv}kBY>Kn{i$e9nOD zXVuqOx8Hh*LykQi?*W{DHCG9G3-?zuCSY1#Dwe$(G8HPj?n_}@{Hu#fMUSlG);I&z1J{mPbE&Fh%h*7A3>Lyn2)%SylX zBN;H43rQ%AW&ncus((s%3igoem zBTi0K&)SXp6OE_M!U?-1BE>2~ zsp@1BA-{lYBlaVb=-j{5&f<9p+%_%RDEy5KZxieKiEV{=sVA4djLv|N=mPTT&n!&r ze=YOjKNbcLd^7wVLBi>>HhJpPVCXZt(=-dbKuJ&Qq|18XL8jW90FeiX?p=`Edh0s$ z9h9e(BJ6P@em*P8Fb6^}`eU0lnJ|14_Vc0_8+;f3g|mXZ+)~<~P}`D+$7?V5UQEit z6-z~DH=P754UF67jr{KOdeOvXBY&>6YY(d_h zi|xia`B$&e@MjONUg~BciYhfecDom1X7|~R%Rz&Lki_9RT@u{YWY%poNPvw^at3vI z07%Ci08SP z(<%#GUH0U~AE|d+|a>WfskxG={)jJY)vjozbt8{ zq-Vi=UXhqXFU)nAqt2 z;eSa~46gJzSW=gZ$sB`%G%Yd?S3OhzG?a#f;tZ?f`bqeE+;VewO9VFkig2=@vWA7d zI+JnPmf$68iiRA2NQh>phi#4YBhniVy`-HE!j8T-EDU8rbvJQd#wZU_aeiFq`&5u4 z`$eZW3i8cz#&$|$HgMcC*DjodM6b5kj*2V4w*;%#9VVCaKMuB!~T{(3~vnhA11tUr=~_vYs?$| z^!@(N|M{WwWzW{X%N`)_9`WC&k`RO%Sv%QCC*g{Avquy)9Vt&G|GE9nfRvVQfy3S` z-0=NdcJ_NF>Q36YAJEUnF1@G|P9Jjd?1)@qonszU^#i3iZ*$<@X;9=goB`i6aX-Jy z#zL|%_wRzIfvD5??(V7LjY`J5yY)c~#~9D%nJwb9O8| zV4H|vOPh9%987`ZannXlc`};EPHQuEr9jAJrnOm5z+XEw%x04D=|#o~^?)=4Y+((o zEJ?-hFYl_gwbBs2&?(ybd=iq4Rw&K4N(4_Kc3u}N9&RgYo!#By(Yx?|Z(&Cq8cz0Y zGgz63X_K5So>|GrYPB_0%_hU5i@autOTq<(rJ+7%frNJHgwLIMVZ?>Ru2^)1JF#VSe|WdCShwan9b4@m-+Db4NCIPNXx? zla#CGr^N4Lp&4oEo!Q9PevbQYD+yg`Y^^8P zbFgH=j^!bDvSA)Cs|vSN2;1dpkT2xo-Rp6<1!rTiDD&X5aS}*sdw(b1%z^OCgNMKW zX5yUa?-nn^bX5KnGFZGV1!~u?(9S4lAw0S__*82$w3QW)*R4$e?|pdj_=hNLvVQvH z_e>h5FSoZ_Jtv{ClUk$amkr6r1!0oT6f7`4zK^jr7mI(knRTdB(34;C%TbU=maE+P zp|~&?J>lMCoEs!mh0Ws|)WkrOB&T-8(hk~T;z~}{{)E5io(d-I9-)x&W~a-KBz$(? zYUrbrg*Qp5+b0G2^+0D7y>c}LyC0jrc1)yVtYqqn<61f-m9#fFR%fG&F2*tyPlDrH zRRh+UMBE#Y{+_Oo49{QL$+qt!aJ@~weYI8aS486W%`kEvZBCnmenu*rB;=92bgY;_pAA|sKC ztKz2HlfETFIn{r%WjFtH)m(7V_~r83%F)=)SoG;>W<2sDmE`%6_y6oi`oV7hIne2@}OQQh8qjJWDJ6^Tsdt}BOnUHlU=0Zqd}lm#=r7> z=m!18DI zh7B3cT>hDXH5JaojTacOu-5dxV^NG@-hbbe&5Q9r+1!DTCdG)<9$J!ptQf8- zZ8fEWe(P9HTm1_aCWr(R3-T%^Y?a*^HiG$WRm6dSHOrY8StuH8#AHAxt2kL;(vNEmCKnU{2B`PwP0^3g$ay zla$+;Y#3R0$~_nKRfj*F?X$SRhP#W>MD<4&-pkSV(>qvrp{&6iKE+1(_&*t?7&dHA zG}hNPvC-4l-kx5|MkQJAyw80$_Uzs4QNEUqmj%to90J*h%@L|_;lZbM-FJ9U8lG9ZU`07n?*|$u7negj zHN)>$C?C=d+@{?!d@OSA3wW&c&ss z4C90@9?Z{8y^na#1#c_2@xUoAItu4|sZh#Lz;WSoY`GA&5gm7l4%*gLh$ zRX&4@!HlCmYZx4~HNV?qIbDY6xqE)i`DIw2c1g>*nu8^i7dIsNb0K?1>f^sA4jx^y z>G^VxgTUxI%TaLP9=Ggqb`%G)a*awB%emOi(%ZRQmy4#MNA*Lmppifd==Da9#(7L+GJfxTKihlH>0-rk7@;s4`+(lAFRYyvGc9&fsY_fZCp)cJ_0fL z*(~a0B_5d_Vy7rqKwc_UY6XXn=|uzm$w&EUdzHjV=J7HAKauU!rIo0q6p0|Z68Fvp z|8d&=2+LR@!lL?>SXnXjYWxEq%NGT+O|1E-sY}p^h~=a1@x6)5iF_o7ieJbP#H&+B zlKf$Y2Vwn#pGEiZz_i$TSx?}Xn2NEIE%zT`>Az!nh7DEV_x8)5v9E%>O8g1+jg=^Q z-Q$tW=fU=?QoEx@DLSvtjs3}BVdjFWWXX#{_^&wfE~%>uD!WF>H8&sQLiMeL+Eb5_ zJt*no{Q41U4Gz8y*LsB36b~79d!8RX}r^sJXeh0)CoDy|&$~ z!1xAHZ_kw#xFUD3Es!mUlWWuQ__=ayJJM~gFTw{)uA<$*j*s7YmOlm>`B<~6U@a88RfqgHC&KoIE9DW zc=+nc?pSxR9O_SNRAcv)W79uzo}N}YZl3!1=+R{^PNe;9>HHMzJw5w-;`=^SkO@Mf))0T<@>?1igxxUjn=t92%ghc714?{?f5=+kPfg;>wQ0mG1U z!TM$R{#$C3p=1e8o~(UmCRKt7)j*50XUZ@-KbNiU$icVkWk=W4axf1X4y`&|Y;)T} ziW%j?rt5lnw@Epa!z|ByN#H|f^oP|8cOEjLLrv$jxENM{7UglT3>){})mld{LzLNt zo)R_(MKY=La@sj)sru(H<<7zW0Pi~|1o}!A7Ee}*H)1*E*mCal0UZ_>=PuG|J`QELm&n#KZYY7=oU9>DwiMQ_ z=a1e|DTNfJ@@(V`8&mGhk%J0?y8H3Khr8iSyx^{#N33Uqt>R-~)Kr4gJbsYzN)B!p z7BDCWxXARKwms|2!2<)Ko%@#v@|j$qa_M;vp1TEq<^C$g!iB9XQnO1jII7?JdRGaY zJO_^Chq58tQY2YF#)7EW?ZUu~EHo@F{PXS^8zVPowIZcTk!QbTQIBRBdak->F1}xe zCOP`z8;=Baa%?WmBdi3`+pXy&88)tKEpW{I#6qf~h3)k{C3qs8L21b@!TUA2nKs-K z#Ow5?zT}jEqMBSgqFRF32pL}zla0%5QL4d;B^Z2fy~S}w2@HcT?Hm>EK(#hVg5jHOL36H#zFM&-;*gS)L7Kjs+Z3S~osD=IQInm5S zQ|4D&MOh|%r++2ODljs^U=>mxryH8>e)ob5R%Qq4A1Jfv4}uC7)kW z;B(EWOGqdeQB`c!jxD(uR~HXnE1U<91pmoJ|4}e`#oS$5DhC(*!-bu+Nci?uJ$Ouw zgu`JyaXouTFqxxiILc%r|JXl=MfzEYkWl|ME11i6HoMZte`I1@`QN>PDiZQj{)*JZ zr(tQ!Htl6H$*@|yk*BMhjDPgX&_bhRu(z+aZYPp47-|s{CzXtK=4MKVN|W%+uZ?%9 zDFr^wnzpCzq#|q1#j@^VGA35Em^HP=Be2Z7Xuo6(^j1F=i*F5w;k{s&6-nVB`Fs8G zYKVlpAvMTyekAUUY(3U&5emcpeKy?_VR+n<%Wt?D0e6yL*@<>P{63T(vuLjux@#6t zFGjdxlZUTEnZa!^b#MONkZ=R~lAn&1h@XS^e7T5wPi-JX-01s0bOPP(PaaXDEFk36 zG_cJ`{XzxT}r6;T2LJEIyC#9rF$Hq z@?$!XJ|078Chn6Gzm-UQlgkZr{+UDwm-a7qc#uLQzHe+Dj7ldQ=Kh5mC#Dk|dkOBL zjC5jOl<%#5lyt&#a;LdFJ)JNtGi^MVl|qQ6SQ@6Mq!8cAh-*@dG6@I!YW2axS;X7v zl!-;5nFK$e;p&a`8AOY>+J!H|X~fAj32#*8l8N?rRBr8t6hhB)1?SmTXd!QBvsP_ji^`I3IO; z@yjTW*ux&~>eI|2{!A3i`6QEw>pvWQ)7;XD4W0FiPv~V5p|=)Z*_A7>yJ*Gsoki(H zQ*XznVF71UHImayNQBmpH&)Go8H8)lLaOGIEMfpYK*7KMe1o{Sq#WYt<463v*GYtD z+qa1~jhTc;A2;oXK`znC+>QB%8T`y8V40b3EK3$$c2#ZS= zMblG>lja-E75HgH`z0Q%ASUvh{KC}4FUhZv8)FOs+`m$Tukp7kJ~Lc~xL9Rj3s37>j} zx>|E85u%-OnL3wGSpKj0Yv=2H;^V@g(=((3Vn01EF|DD1m|HgxSy4zMj@|WtX=6eo z&MyBH*S3U8n4GMNtu~+&WR10q4v!+@OjOau4sJ1#JERiwHG@HLl|`KU{ELZQX;Zp( zlSM?_uyCDBND;A3G+OMyQYO)Rs7C&qEQ@FwIQVl$mqmC}y~pFXvIt{gx%IWPOrqs3 zk#eh!NgSB=Xj}A-LEH>`Djjl;Nxbiw9@?JAA}op;dP2KcL{<1zyYqAw@qYjS0RR6C zS7|s^T^Lm%l~O{YB%%n3NaIOFDTPugQzd0c6D6e-Wk`{)LFSoz-FdzjcS#{d12UD8 zkW?rY75dJv{p|Ccv-jHXS?k?v1rL6WI=h}t2+q$BJ=ee@E*P!V`7y#I6r80=X$LYjmj<{*Z;bKC!`Bw+Ui$bKvKArr_q=;zVQx&x5NFgzFI;$o6MLuz??LfJf zCWSa`fBOozhDx{wJhUunpb}&Fwf>4Cl{o#$Y3TcA3UT^$$j*LIAyFe;X?E^FK0(>9 zZFY^3N7PWxPc~YSOMJ*$PmR*gA+r5b79>XG6XzSfU+`56i0h6)o7OV(hzZ`+M%qz% z1Y6cm_J?sUq2&K@{ol9Q#M$$mcl%7Uh&YGA=E^InM8z;#^WLcYgnU!P z7H(HMA>Z<)FX3bcp>e};?Z1r~#KkD{hm|R5gmP@Im*1uo;^I_d&-E$EM4C_0@F~4J zMBK`b;KOec35EAxEuT8X6ExYJ*(E1p2>0(n3Zce{#1F4fXZc^Zh#sB&mB9^(M251N zhTo|~qIbV{zHr?QqL*#*;I!>k!fDo$@@TyXVx)Fge6hl5f<>8hQONTqHXIFi3vRWA z%>Jdkg6;r6X(K6r7QShZ{l*0aSeak=Fjb=MBzjQ*VxD{912Rti&xc0U{_;W zkom+&lz!3TNLF8kR>Xbk;ukTHosf0D(mx&{vchORMk3ss zikl=av+_P%UbGJuQB%<@e{IW~1DPny%6fHFk_LU9tFwA%ra-^u=hdmd@8hj^Yv<|C z`{>g=?8p$O;%#V8*ulhf=aP%qneAKnLQap z7qcPKGI=aln~7`R=V?;IGf*)0BSTi4iJP8+_m7rjfj4zv_=9gY`ZZ=w(a6n#<}1os z_5K`~OAc@MYRSb+P2ZDu9^_%i;K?h6H*+vCLHZ&(IU5rqN1VOPb3m8RTDm7Z2U{2L zWu^*pq3pl?cEETpQfIeoKkCXu+!KeV5$Xlds*X=JawvqxKaVXH8u_?MT@ZHlbRI&& zbaR;EJkWHi`*YIs!ReEY$oPn@iH_Pw(cB2Rpm%{wVrcu#p z{j&E=HWf0j-|1gkUW7qQ*QU`Q1&DVy)&D$L0RLqBZrwG7*qf#MM`vXrmR@r6SUbN6 zBiFWiDIF=omYRjmAGT6ZHC=yc?J_FzYDA5#%Eg!_jj>p^go^y>8oIOPi?HJ9^p5)T z1tLRo*@v6+VKei;=`kk?;A3ZQVKAi-N8g6+u^A{t#bTSCYO9K%u=h9X zu80CrwPbq&kAj`q)VEf*3eg}Ff9GCK0aUZv^o=tLuzZ_`j$ z-d2Rlj%BWMPf`##@mbrgKnhYA7oAq|$@h*d^gPlN_UNcn8L=ZPB)72F(| zqgUx@Wy;0W$kJeRzvJ<~XH;CN?M$2(PDR|kH|vN>Dh|)sdig*(6~o@cGrnXMqq6np zZ0!{^Sj#C@#d*@eB;Bg zJw{Ay4NcvrX~)2vKJ%VrYX+vjYu3+iU?9`SYr`rHCipMn*5_)oAh4J^rNoAX)t3Vf zUD9UbAZxXkB8QEU{`q#*jck<8QsnGj!@``jJX=3|CfW?CKKiXpWY5}Wsr-tGcdg@g zzg{r$xUFeX=6M!$VoFxLCUFc)HcV@DWy8jP-Dh7@4q{cDKK6BSu(RL%qr{L6yA>^K ztdFx$l=^A|MTdn)zvH#8ka$!A_q@eX@*K?InumW_NE&sU^5!}lt4FrT&zZ-;y^#|C z*kTSAx>#FAcydvnxFv~i#lgTS6N}7?Y?w87_bXmtL+<`O`i2ZPq#=8#>8WfOUp-Wq zzmx;*nLA^8BpmoB)N_-Maj|OKk{7dVcwqj$D)!pI!{d)Ohx4y<@PMFiw9({1@V_S=HZ)?DmQOJy&(#>J+Mw~EsWxG=o1piTIIhY5Oyz7zo;t#fzm zIC)5bg1IkV1%DAB)b00?Scwov8KX)$b$tA>zPO1}&x7U;&1d#B9%k;Nq$t<%(B|c@ zE?L2c+JV+Ok(>ZqW1NpHOo9N_1YP~u4FTo^`@1aoA;6kO^`2LmLdXR% z16&hC_@GlY>yVlldxzpp8au>jS^&dvTM6zB9O}0k6XIni&pNzY0L{6D>o&*>@$_up z=NYm>bk@bt2#hW^c!z-)_r z)^AAgF0W2nU{ivY{E?OITT9WUni4wYo&;@87LR9N6JyHckSXm4#3zz|(Ne7KJpF!rNeM3I z^tnGL_pJ{MdG_n47#CmezBM!?hOFIa9yLuU$zt- z?+2`Y6qaJ?qoJLj70O_<=U?RFdI{Obi|1ukh~ZJqDEd?`hU&&MimvCym}iP0-!d^O zx{9ryY?NTcRc?1wwFJWNCr*zCmcZS8H*tAZDT=3>ehTj|L0P0wQT>+~YAX&ciR}`B z_4Y5Vpi_i{tJYr^cZeWKj=Dc=D@N2q?O9P@#GuU5-hKR}1g+IME7Gk>@OnYN$%^(8 zJnVHp@p+2`*3K6Or#F!Ni*0p!8ZUyHa*oq9x(FN|ou*bSLT)X6-r411Of;qMp4ckJ z+E0d#Up*vvrFc?rWv2v-`_~)@N)Th0Y4=i>OcBaC8vm@$lj|fTviF=5L35^VTf|ur zPDtkR*NlrWXVs-V-zYH>0!y|{ohpIO%XC+R1PONSHg{^gCBja|rBjc?g?RA(*zau@ zglK&7(?EZ(5P9l*W4l9zkbQT7%9Ig7b^VvR@@Nrc4f0wS&JbhlW$!O4UyO|8=*_=! zNnYuQuPi<$1o39Ic0-2%mSvAVH@p=fIk<6Z*gpXT&!XPvMGIj+d&49>CGz}ZO=ExW zh!9<9Rcky?4EgJo`HtOU6qYR34*4a*_I4FLClXKK#}1z2GXYlQ`h@?W2rxNY$Mx4i z0TP#*nMc+Lz>IjX(xZ z?ee76l$`?f4Sfxoe@_4-3&SY7knC4CryJA|LR5yd9MP^8B1rx4vv~5#s^VXvXzNBKQg^_&=d)!$`?!(y<%JPN-jAoX<3pzvvM2^1asG&)b0;^c+FKP5_K7&MAF-afGu zMGl)>7X6T5%kO}K75x&tnd~lX*;;~#p|?V zmrId#aMnidaVcEvx@&!mrC{C8H7dSN&R_j_R*JRNOUIP$ z0fwPfhsq{k*7ZV#qW6HIvyMIe9gx#F&D>I}99lu{M}-%FG+I_dX^9m3T3==HR!Q+| zc6G9Nr4%hse}ArXm6E5JC8c=DM zBuv^`j^GHF?tfd#LEoag?$sSYnV7rglM3)Sjej-pKPkTJDK1<8l04s9o6+^prI>wt z!h+y!z@j9ITQ~*KNz7W>JbIS;y(qKKTX%-uEjU z0)wTr(mtGWfgcG+i~4V%gaFkr#1N)OWnK zT1eI~g%gSAAa@?wq85s2?dqhDG7GmfccxJQ_>#ZIoi{6mk3KDJgcJTmXmXr4R`2 zJ$xHo0?o&0jHxa`(-CXu!#yRiJY&*hELVyP-#>DPd`c11-r{(G)KQu@gHvi#2A+n+ zp4bXf9~p!8uVkcnHZP1-wZ9Z8dO5oJAtg}x^L=~Npae4w>M9FJecJsM_;21(g4G0d z|B4qS=w34HGr_bJldgwXzGap|Kl076=Z-RHOE)f?Na`?4zrFOdPYHG%`o4XaRDxu$ z0G4OF1o258p(&vfsH7QbrnX8TztrM_ZdnN)ozl_#^11{s>MDd)Yf8Z(UJZ#$N}-ls zLq3#XMa9hgRa+(CN9WeuTp~evfR+5khhk{Q#Z>InBiB{Q?5ZYx$#Z=_!*xCqWcBZ5 zNB2nJKGyTb<4FnReYU-v5>o;XzemNdlf`Jsd5~`QLWJkreOx<~#b};s*?)#1LX&Iv zmr1k5aPjfF{y(Y&-mzTTtkExrTB*R)pUx05fh3_U^7vR6Z311 z&125G&c_7nmBXpZ0{qx18@>Ci0H#&*CLX&g#C@NrmaGFpye-oybGyvPZ^5|hchVmp z+$?`@3WEo-rNyTD@-XGl=tn~;54Kas4FzU=47OL$``_>}S3_<62*KjuJ{dba}-1&NJm<$l3ew0@9y9Oset?vF1a` zc|c3Mh7YHFofQk61mIajZwYG>V7r3*kH;^0u(-6+O-F}^pQ*!sy4pO1C{=|n(&Ax< zTfm`T>v^QFT0AhK$OnZ(VU09 zagvz0d@cr}IAzy!xu9G0$HixpIbge$obpm0%Eu12e&q6CV6wGQX)Paar6BjfO6sEvoBGArlc?L6F) z?(7TR#>2`(mS^;i@u0vGj{P8W#mx#M|4EMC{trePq0M&#;6i>C_kLFuFX-PL@QsLqx|Tk)a0WXI}rmVDG= zNr}oiK4w4nshDCbKSPIpkEwNkwR`UfFp<8+Y9`6wtpVw2H-dPm z(4Tgo^cJac&MF&xRexMju8i6bnY3fCG)&-`ZGzc0SDb{>z6n;bC8gxdP0N5sXtIQ!LpCk zNz4A86;3?NpfUg4_`^egRK}N|&p24MIpoieL^deC|Ec{BVB^H~yElDx**IuxcDMIB z8;^r_o*Efq<64fn$7L%H&iR>l-e1bai+?f;s749l``+IVa58XHfd)@HiytxxePHiY5aiwLM+SycihNzH7h=V?yi7u>poY3!>WjtwvlHD7uYb zf39akuI`9_YXKWGO({i63z*nA^Qo<$4js+k)E)l4qG3;WxyzJ#8dO|123}an!1vhn zO9d%R7%0c~#agnEM?8JnUco~8u{Q$>ci6}X$(xgH%7SvZX~TMZI(pZ+9Ne~$hN&Uf zXB?hSLs*TKBa2Fd!^RsgR3Fo^J?vh0Q0% zXC0@Y{_WjjO&tm}MDp)X*-)|k;Muls#l=A2-cJ=ZG>mFku1qXrK+Q#R#YKq)H@gVU zJ9p@qqmh0>U#=LQ{&M&eL`8*Tn`gN{6>i7JmPYzgF(LGAcGJ~jD8_j>yIi1y|I$M} zAc%>hJgsZWznRFA$vpe)I}0vZ#`PO{bmXh`Ilo_2jJn0=@6NTOqBe~gFuRe83+v|G z`l?=xRF#CWvP(253w(2Sr_teLGvjaLaRzt^e*bmFGSQaFO0;oiL2cRThsShjD7;#n zV8Ww9vcde98Cjo$EeX1oG%EC02OW8~su;bc@|kYEG&D|Y2@egXQykw}H|f=x+h{!p+q+ubSh7X?qUMw=p|sPNk^blRU=jI^c+ z@r?>}EFYzMP~Omy@Tc5k*)RihI9i2!h8So}u<;+^Q!zgOeYHKO2rm_1o=~%vN z=QdFxx0{_D8dro};(XPE2Pw##z_L4ANWo9b*^9qdQL&;wdQN{=F?8Nm*N03X^;YtE z!skXhlnxPH<&fK9vCwjN`YCk$0GWVR4d&)pP<&DtM6nx_qKWe#1MM{BU<7CBR{Hbn#;dhdTy&9V4x|`^DVtzivte=6ZueA*Yr0#Ew z%vozQmxe^2$HAi{o{?{S@t7(V)r#*a!IfPw#iD|Nu#X)_0!SVy=H;#VOXBfOzVE@Zq+-|4Q@M2yso*ER z-9Ok-426c*8gZi}e?E72P4{FVw=Fs;T#tp)C+4>=%|*J#2Ra}FuqSw zI`0|_onI`{ZOhoCzYD$iD3*f_LPJXh3J3Q6Q;Xw5SvXQSIKg9-fxL50&;CU+v2BOa zM%PD71WY|x*&e`xYT&WQm1Mtqr2ly<%a8+>v0UV9 zQ9Q+@Z*I;`m^kq_50BYZy*kHv;3u^Y2?97^M=uwLP2gaPo6pucwjA__It)c!}Jf8_nA z=Cq`HjDxvOp5YD~NT1BQH*=3S7nCaxu3u8%fphEZJSpk3=4NCMH6`;AJiUp#I6{D# zvG?k2H3V4vv6q&4h=(lYZwl=~E*x*3UEjdxVy4|3tLLOY{`YCi{xkc@bDXhR8%E|7 zxfX--Uf1~GP8M&xwM~Fagw7JLSwa*p8?i{*EWnC28naiQB>hI2tf!!oiyO}W8FIV1 z=(x376u+1UotV~xYyEiG;-`OO*K$65bclj~!+aFeq+@k%0=!9_@z#4xfEL1QhAoqi zNvWRGE3$ZK?aQP3t>Qsa6m`IVC7B~MSb6LA@L;wuceTzNvQDDMKkak*C}>PR++Z(2 zzf{TE7>iQ`~bQ1b~r9vWy-_fG2a@IL?m0RR6K zmv=nX{};zgly8&~LNW_QC87uwijYwfktjtGiexK9QL-u(5)EXJYdiNdu00~7B0FVN zG*m>t^ZV=laPRd#@3UU#d173h#hSv4;n{(!fu9shpz>UFL6QIiEZU=f8sBGts-xZD zR-00&i+bBnQZF9yka5n=g1#o&@Q z>-Zs{1QZ1{Sf_OuFctdsQWVVqfD!x(q^dW_T&G3|b7S?yhbIIBhHaQ)$Kk4tv_6 z!JPpKo>z+Vj2WQ+?E8+|TMXcz$e0qWbf2TTSo(3>rQ){TnE^MU6Dk=hDyzIvN)mue;ChpI`{N>o8#0@rcv ztSYc*tyL}Ys0Op-4cDxPtDwizm;cb=DyV02gwUE*kkGbl;|XRJtSf%h?I~RiQ>RC= z0-+kz7jID|yK8`P)*)#b0P>O2`f>>-=-28ls%HbFUX0V}v;Z(Bd}L28 z)PSq5UV-LvCcJSNQqVJJ!d)}_gST{QAiIr(>gp@r0~I8&)CJAWi%AfE>`e^x zkWljHlQ`LqpKAqZ+451)D8(1kZAQW3x$# zKyKKuWi3I$yHA%^FnTE9@D_+KY z7RW?!3vShBLE-MOeT9xJhz?wrz#hZ`%d-mtznWN(w^!o*wht@_O8Mma%Z~*yUmN3j z_p`tyx^kXZj|H3Vo@#DWWx;|&^KO0}yr=Yb6w8?fo=2t=|9Y`NC~|znKAHvZR&Kac z`GN)6D-^GY5WWlr$&x%))EI9i_?w&md3#<(i&+Pq0gJ=LpzTYejVVy1y z`IoUEa&2JK&7CY@FBn+oXO8drH8i4U$AbJ2$w-MGJq zq43U4c9~(!Q`|zYBj)9-ny8s4ivo>lm60bj1=T@pVxdzM?3jC-q4tM@;C|KUuaY!q z9^B@(4$q4E>%$eZ6uc4)w@|uCf#b(zYxplvz~8X7XrC(uPrMcTR%1P^RGL$XKTkng zblxz>b+oho?6lKkym!08p|BJR*qpT6HC|GnIBRr~M~i|Hvm{XBpg?Iu$={{?`1#MB z*NvA^@Snf7v?Ut_tKIjUG24apw#JQ@dp`wJ+*^KJJV`;uEQeB)F9qN7{BtT~@&602 zL^!ZWXnK8p%kB;m3qdTpCj zZZ`q1KAWpf*AX!IZ+1bwi-6gCO6LWm37B7^)O?3Uz>z?y?3TX-Xh+1n`1T*(`}!Nb z9?w-1!LiE|325Bx6Gz$+Fg0(^wt)R_t{`o!h3Arh)PZHn1Tg)MAI&~Qz>48*k8WKj zz)$#g%lan-9HSo$N2C&Pc@?3pX+*$*O2S{}BNI-AUWglRV1hG;Y)NAU6WEI{MNCIC zf!EevBrA&vo}ZOxmXtBU^($wu^&%63)IK-;l|y@Pryg?Sd)(G`O*XG3;D_>zJMRr9 zw22odGklmJo~g2`^a>MlMfSboyN;h**stTtV?u4*nW6vN?bS`%@rsv#@-rFKR;uKyzV{;=w=;C1Ee=9M67Q@by1QP;g zpV`w9Ofc};@R$l`!m`eOF55IFXx2I8*uP^!pUU9VKg%$_HImKlTL>urVw*)<5}-ET zleYr%Z1LifvFT<4M#^_Qi<@S`S>eMo5nq`wZ@{+T|Ah%{C-uoFyPpynf{;MFLJG2zvG^5b*s@ zyECUg0qhDLUshTC|99$US`P^D%G~gKV=)1d*E?cAOc2nW>up-{i-6HkU-`SU1l+T( z`jH-we&65R<{d`B-0_orhtW<&=Ep4Q3IgN}HZ-;l6A+W>zgAm>giD))F0B+M!Aef- zi-8FV^}&Hcq%-zShb!A-ClbQod#Je-2^Lot43F}Ypp(w^W}O5Hi}j1!mWh+FaU*9; z!)6jhTVxkkIFL{pk-JskKK4z4$*=~H@UQv1z5YiM#+!ofk70jKJoQ-PcZCF5p>*jF z$4MxPmM9y=zMSf~`BT7%gqg0TsUycoShng<>%wgkzD@Z0ZDEk$bNs*UkiQT}0-NRmH%)gE zHl69bas~ZTE>JffDImdiV3%DN>RgJRP$buS3Z}U&swq7Ro<4tCuG4^VTFw*a8;kEf zHTuCf2Iue-Lyo0hBz$e>blILnLhZ>z-$pY?2)cH;Tf57Sf{Ct9m#TOQ+T-Vbl%gF@g|Yo- zzmkyf`&UQ(APHi@wZU}*_&&4q-t*{}4fikZ0?gN{e+H8V2Px225&6D5hyv%nqWe;b z6okZohPeU?`r}rQ>EWC(mpz;I?HdVkjsfD|W=Qztn?s6lQy|`Eo~wfPDmKX~lZVhh zzCSuDmvN4b*?khegFIt%iW4Xb1PXn5-c3*tSCE#fWk~^7j|p?D1O>+R$pc%(DahgA z`Jjn&=?d%jDXqg4fXF>9C7gp+8}9`PhU5G@^WOPr4h8ftEgqjv3Ifs|&A%F?AUsa= z`$I4E-+~Uw$NASc^=_-8A#&5gFAp(CoIh~w#9Q=7&FjHTS|QFQ-rUT}w-i`c*$0&^ zp&@S5NxKJfG;BR2Ct2Q2!SLvZmA|gw9Q7;x5O$7&BO@0_f1*FRZCg}Z(I2t5z14}C z6zpQ0UQ+Oi0{4k|zwBQW7+h?iUMbM<%|l@yg*+jjz2RWS4+=(QSKoNhLQiYdsBA2ZHoQc(6lB*Gm1Qu9?`WN)T`xjd-!&o>In*E{}xB|<|? zm60AV@`|VSb-!w38bVh_4KjsjFy6Oa<`%~9!u&anSI8?)>f)O z*a#yU+LB}Q-Z;{r@%u@_PY)V$Z2w;x%7lvy z2RK<^?-bPLl1;;nvEY2gSQ;kWBCR*Y;5+WDbl;zZ{1tIJ+b)BK`wDL6DXlcf-8)m5 z{f-9bc0;R%CCHr*ZMRhKWdZ-5f~e{}ESwJtt8%(&Xo>aCi>#z!#f?)dQ|f4N?bGzO zeN4k-NXXBqG8%NY6-wu|)9_2*pR0C)hBu*{C9jYxv%d%k5^5~?qUu1`enjrnFBD7# zjMMG@h1@0@c4@D7NUo;gVN^j*7W!k?Y&=MRrJ>o)v6&KNK^&J}X3zhr#((vo+z-O+dtOL zAGv>UC`?B2JPYI_jf?`2`yCVCay6kp@;13HEpPB0LXvuojWlw-SaBo9?NsGhZ!^a2 zhabN#U>yusP9#2)V!>F+@!4Pv7F;)Z@Ked21>&ouP4A(dFWi?S+R-2V_m?W#2^yA8 ztA2XTq+v#PB&w~DhU7KYMQ>`*@6x5#??*9DADt9lqd%(Wq&RbAFfVLoPgA$CpuWTG z+T0-W{~jUvrC4_>E&WXXV!gTZO^fs3X`!Xk!WV*jz-PNjuseO~ z&l}Xc!BwkHPyfUHVc&pm{|p6^XI7P*Za^J2d>$h-O@WZp*xhy+8m9hDhgzZ@aRlCe z>HC?2AErX@8gP%vk50Rzhq_S7c-88A@axA#3*qZx|x z>fP5r#Yq$_y`TW=~b5)WA6){@kPt_Zvw* zEs@KK?U{i>Ag%V ztc$~fD{OPWQsDb)Z&d;AgX!L%Ru|$v$Q^UzL}4<%Q>;I=5bgMF-|fqE z&ZC&4uSM5mpD8B#TbR*cYrX5XjV%p~P+OmZ4-~v9Q>zior@-@z!^x5a3M@RG8cL8W zyn_4Yg>e2#>WUY*)Kc)T&(!5B*25`FdsfLBuRwK&d2Nt?6RJ+U5gol`k`F>V_za|&et!}}Iy z*fj+4{5_&?C`H5Kv%lx6+bQtx@bEf>^VjkIF-_@56wZ+?Q$#S%?ZIX_nFq*??Dj)f za2}djkGc-Lp}^xrHuv9Atk?Da&L+ZmPr=TeiVMgq4)fp4Q;{2vH!YWoqkyN|fxph1 zf^%xZ4EY$0W2r&PCY<-vvA3FQN%YgEd}BTOGixp3&(TZ4N?~!GDY!EG~P0 zy9^f|sTY{1<^$n-zG8mF+1-~Z)ZsgAO&k<3PdqnAl`POND>0=QZsauE$W8CV_fT*% zxYHNV&aqv$zWg{wLHG1v?KSLMn=!W@K8&Ahw}=Km_HCUI-Rgny(@v*|?^xd~db`#y za|$fGm}Ze`6wEk(`bO$d@L=wz$8Qs?JBEF#wKK;5oa?4p%#Z!+;WvUA6x61u#(H7g zj%+(@dHo{=!uggOH$CuO%KQ?I*iYqlIcx4JQm};0yi*+e*Rw`qc^C3+jTn2lJM!(8 zwaJ$okjwOolVgQrv7Z+|Se?kiI$G^;%Ngq-K~v)Ea^z|;`}&SIUr3m~GxT`yGYLDG z3+oSekPvw#^1dQ+@6OZj&Bl>C*DjS^QFeras*Wh1GUUzl`X8HDVZQwQ&4R4ZFIy`* zc2X4MxIo(~A@{Cb+%r5mLc*7MY0ar&5`H&6k?{OWg6lW&isMQYxOKl&=0*Jzb=q;! zDiHPZu!N+~O$wAR=Q!D-Un#D~=2gZ?=zKclx#JTFS#|OKJ8=JUF<0KNI!3}SfduO- zXh+-UTgxU9caX)oLx z#ESI;?Df5|?t~V8l@wvzZv8l`-GlYU zczm~ayA$?<#u>pKYmu){UPw?8qTqgFb|s+hg|Dm&1KfL*8E@rH-LcMm&fIx;mx62e z&Nby=J-oDSkLtvFJ161(trP1_>p))Q_7m6#MGf6|QO_qPvlj^!)YX9>o+Rcccij#v z6>HS*ck8WFP`{&(oAsrjK5#Ni%ih#b@S8`BbFdN5&Ybj%*iTG}q@%S8c;3?#dW8EN zCtV)+NDTL%juVM>@|d4B&$>KO$NfeO)zU+7zpxy&W#F86w6)|*A96Cy{Ob0xg@P9j zPQSb`KcfwA8)mj*eOcWIQO7+_GLK8q$^z^6nO~(P)&o6dY36Z~g56&3rZuPwOZ53# z+g_r6_V8+V^i!a+cf`CJdH?t^H|vCJIG^&Pe%-|Ubhk~Z1fUKHN?xo!hkaBZU?=2* zy0A-+gZE4|?zOLFiZn;?zGoU7zd4bcx(po(P}jOUoDU>OB7Y{GTTA2pyEE^XK1a^4 zT`~Ug94`%HFO9ivd1#2LAILa`dULf+w9sG`4PGIY`TytnlGGyx?q`q}#BvOTf{-I5 zGv5~B-ViNKzf?mzHf6gfK5wDH$VHM`zlMe*tzHgI$n^tinPV^Xkds!-|2>X;(Aj(9 z0UL4%_bG{zbB|~Uw2Pj++(N_UYffa+EgD!lH7Uv3$OXC!wMkmYB`dC`Jwgs?T)A!4 zL*x+lv=SZ@3mX2#d5NElr@{IK|Kv;LYJuC@uQnoA8!NX@>(A1l?08_%nM7{4e!1(L z6TXAyzAS#6hV^m@f7V;m@C9c5r*Uui5L_F7EE0L`#D0_XJQ`9qADk4eM}NL#FVpyp z`%!n{<~_)rzBTz@gOPJZE7WY`vXH}e^w@JEw~cSm>Sw=0LokWrNGr*(_F7II;t z9^Iw&l7`a!Gn(3HC*YBB$y^ByZlWdTt+*EuF4`ll$my%x>((>2v*2v!?bBZlvf$4A zy@YDy%$nMR=lzj$`PnqnAKs-QmMfy|X#x#etM@%Qc>(thm)F7Dd@=qkv4CpadzJ@A zw1p;Pel945yR^};_g;U3{8AQ3ILrRsjeAbekk>7)+cX@=Gpql9+-@9qFtE15clD~K zo!Ef+Px-|YuY`H{uq&7YPj-H4uLI^w_KjN4W8~A|>4OV0r)W@Q*R3txO2cWT=%fJL zt3!XDYj}opF>J8K>mJVicL#si1YkeNI##FHpgy`97W*mVKEBzd#*Y)f@0*?bQD07h zbHa>RI`+T8mIp^0QLo$Nf|kk6l3*gNb2`42gt%J$O+SiAs5$PxAp+0eyo)#H3Q36C zb?{k6GYPY6dyecx9W+-d&Aan|9pv0>Er#>TjiWp6NEHcEYd-hP+mT>#h7N5pBOwXM z%(tc_#HbmJJlaP>LxJtU=phoEM(s^E9VcOU+kaF1(Iot%{KLFokPvjRd2Jh$gpAcj zBE=pg)Gr-PW@_M^$lb4|D?x(yyh-_5J`$X%OL~WRNl3N`{hY)@LU8H%w=-%au)E&# ziN{khFf7g$&zPCGzR&AO*x-^e%>I-BMN1B&N;d)wigkod+zB|8ul@cDp3W~!nxzd0 zn6ZB~rzJ_iv8v8K}dnb53W@3EJc3E@LTv7sgtdX9^1>ylx@ z;A`WlE;A;Gy6CVYf%N`#y|hs zGAbdJ{r7Jj^GeXyFUgSISPA{vX6hO5D!{@deUOf>0A0QP?CB3Gz`ZrV>ehS(kmC_g zw|=SsaR*LzF`i1`%sRj4L|HkQ>7@UCVN?#m-@Ptf?k|HoeEC*ghs$7^;d8f~tqcgS z#2!9{GFaj|W-BRN2F`;|(t|gYfvszZN0wO`aGW~P-cnHp9t+EKU-p$klIyv|O<@dR z4%j`F94di2eP6pZS|y;VlyNG%s~DO)?szwj7ekg=+<25&37qfna?(&Lfmu;WrQ4@V zz$;$jSdB&rEVq&Q8+fM#dM{s$IxtfNu~vg+Qrtxl(>eUZ-?0$1t8bSN&J{p%$R|G4 zI|Yyu{n_!YOd;?z&GdM97s7Uv@hA`dLb%>suxwdkAv9kvN|ACZ1X-=2<(KpFL3HkB z(|7qi=uhB%@ZxVSlpWPj*EGllf5)6yzhk+OA-P{}`FJh}q-%?}{>=kE!mgrVe?A-; zlHcW*lMkPTHuJf2<-+4Mq3;r^FG1$pZ_S6ES&*`7SnAF9Ojxuze)N@A7JRDr3yuuW zf*prV19gwS1o2qCu#q#_aM8eKJICc5SpCSWIN@#<{0{&C|NjhEX*d*I6joUyTcT3Z zYDtA6Nlsc+vZR!)LWBw_lC2P-vhT(^3$qxE88eAEDoc_jOJ5X;s3;^`g+9OD=iGCi zd+xdKbI-Xi?YC>jQY{)9dk&9Ce#%Fuva?kc*7+DGSwwA>&Bq7(oHsuBl8@3$bOmO1 zQgPgPZjQ}IL%V-Rv+kXw;pSKU+dgchV_)Y+zT3MNF^pXOc9Me2j>z=InUc^w^_F49 zdJ=B4+R#F@BceppXv?h~M5L#j8aVYQ7i07mLKQQJ=o6!}w*4LnpPRNs*?c5n|6``* zpdpw`qJ5S?03DVdPXV**VM{t8OtZ&CyBo?q`5fk z&(z8iV8x<`T#QIeaV#1K|8lpa$70HE$q}8|IBb^f%G(tlk9Va88tqpmApf_`OG$N! zh)r#mxHsalS+M4PjYu?>F5SJ3WFCnxw<@ZNAC5$iH+4f-_C%s|h*xt>BBs{>SwFIs?%anFl&|1)-HX?{J}J5YEoL=0?2^#sEz~ zvcJq(SG)C^p}3C8dq_AEijs0`YW{P*f(O~@!i*y)v3e*dufFpn^o19QjjTHd2ZhFG zvmz}Z_}p=nZ#@n69%g0xew>18#uCMbViO4NYOuU1cLMk}%xX8wAA#za&9Bno7W7?s zlKiUY9^?vg$jvW9;pL{V`o`T6pltALtF?M0RPRXcZk~;RGSMAoJEFqDYNt%l$fa=5 znOdk_1>x{PRdA1)VmMT{2>quw{}4K|SK*e=-b=6W~@yFcHGc<%b*0<)06b=5jhUpE;tJqjKqV#u!{V@ z@?^Le=p{`xPJ@Hnf7%OJq=8M};I3@jG*DNFFSc_`gSQIX*7$Etg|~?&MbTfA!MBBa zJ)W5a_e!ny2Hi*m!!w4|?yRd=(TRN1NT-5CtPlqZa zhU#cZ8ko9EiWbPG!Cmj4pQ8d&LGa$LKK0CG(A?Q$S-m6~1l9FM>f%#jI@tE<4)+YW zxHqZvU}Yw(ZG37rRg(!ZYR}DmZe#(8ck*ssM(+cHA(cT1DNR3|pPAm%)3 z@343;7Et*@JuL;wH+$B;Tb2S&-F;01k}2>~Z?~e^z9bNPYunTJJRVqEOsu}`h=-)@ z2Mj9NG2nVg&UIbO18}-f`{I6DG_)3m9k-oWj1yl|OeZ9O$4du6x1|ZdXzbmY$4G#- zQ@6aVr4ztvE%RZPZXC#TvbJ*$$HMpfmL`5HVj%K!;m#d#k6_QUBcuIm5`cDI{PIPm zWN>RU5)vLt0mCwK)CJR2;QzjYku;bFvm!gLIbSBgL~Ko2R$3aYz0lLBa*qHzpM95I zDwqN6=rVKvt~B_=a1RhZp9zj`PU6A(xv-UAGhAYh2rJEhvHq7YYuu6Y+ z)$dbexFyHM{jFr+R22G-G02b?RS}e+O@`kuCWX=(NRVN6*Cp0<(LY_;p!_lqgw{sv zx74J`uQ^+H1jpXN{YeF~s3>k7d3(vjt#t`~r{{7%lOcLDSqPz_$VNQV;} zvOG4G(%^7ojH)@C3R8EicYI{$Lx|)43HpkBaO@c#n(m;&PrEuA?FS9s1c__BI6(vR z>9vEaZD?RS@q2r1ITfNeR!4(g^!Y<=_CK8&3+VEW5*B+D*WH^lpgWGQrYQ_2pRJK%YKDXN8BJa75BEU%)VYhXcl_bt zo@Ob5CD(yZ*xp!4`ImmRZO-td+DV8^|5;Uk=_XXmx=t=5xkH@820NOFN^Qr5Q6<{!W$Dl z`{R#$x_O%u{c(klgHd2cFdma?2%1;Ak12n|OG>4pv8X8}JZ*9Q*j|c?=y6QKlT+TW z6F;ZoTaAE2v69KyJp-J@KWp8b1B_i^s~A;{5zR|+TVmtf1F9fv{iQ)W4<*HbO&C3#pgnJ?RB zm5;XwZj#F5R6I+!;9D(9N3)#;MlK_Cywd-0!`#CHToB7`HjSX8Z>>SoqRm>DC@D3kiC|a&J^h&~7KQOy>p*k1{37=BA%@2~zeQpndf&K@UQh)xX9P zG&N)Bc5h#j=^WfuEqlR`$wq?M)T8Fz zY~*A;GH%geW3^4gn$}%xOfhcw(Yk|;kX=m*IKjrpn)*zmTs8{qzP7r3nvF-^WvpcH z;^4$|_UH{)4t`nsNFoH-SYYq%xNRvL$In))EAg>$SRr^uX`uwQS3c11Uc<)jwKsR4 zj$vb8pzX=7&uo-?lH0{w&%wCdzyl3l95i}xWs0|E5&11dPlvHFTeEXTm z2eIp=sNA*j+2C?6&i}d+r$*x96{%}ho3(gYeDmqG01qxI2>C@dx^XdiUv8C7Hy72~ z^*g5z^YEC*w%hy+9?o6+`Nc!*F(&<(D%Fg5jF*Wn^LP3m<78A;>Z<56yv$MUvhgZI zyJutR>Nm^K+)g&+pL-dO1iohmE`NgLL&T5?wEXU##=kER? zm*Z7;qiv;2D{ycLdvAJb1sY0~y=y9{K!wz&jPF!x9|J-1!RR8y_b; zj(Cbj$7s=mGL`65%e~iWRf*l~ha}hbN*p5Bs@Pqv!d?Z3=$Nu9e0}HYoJw95e($FI z;OweG1ut)zPuW$dCpVaIwWbPP<%Be<*CRIPCv1s~M^w{WXjJM%-0b^|e{gFxn(vf7 zy7ELdZWpK--*vwl%~sIzvNEgj&1I$1OZ%#^(zrudK&ToE#!S_3NLS;rj!0>?R5hNa zCn-3*L)6b6PEA_G`P}q66sX3Uw0nK!9}ra+(t3vL5vvD3x=NNJu1;W%+f-MfQ>ryd zOSTG6C22iAv$P5sQ?om4Dk?Gj@$ou8tVCbcFb~lemB^!c4(zL|#1EIoR*V%_V#nd) z*8Q&+?Ivwr2!AD>^BF1l?(r0bE$sLj;VCA_?2S7n^%SqdaLfCK3KT1S>C@C&fik^; zK0S{r&|b0T69iUZ_9^FOCZq}sq+QMEShSyus{U;AD93|(Cp!)2pP-q|KeZi}PtZ%u zZD#6U8QvK`?xgsl3|~1p8E0K9LtUSd#JTh`JT7*kN&JoPj zW<^6bJM_<%#kr8R->=wLcq2Wftg^dmIG@P>8pwst>hWYZ!o@Q=zG_kL9 z4_=Xv)hUHnjbQEekS8(k=nC$L<&B3l_C&7QZOu& zlHA%uLGzope2%5(p@(p>)#^2QsBMVj0~sV-?mQ^=FP(_}U=iI;g5^(vpFl zk_*?A#xt<2XS$jsNx;K=LC>?A2v|GX^!v)13>5FL-FYJ<6M5w-tjL8-tS#Ggy)rEe zg@i8-7Rm`&^KI`s`>%1h+9Q-!crF&F2SbbNm&9R+(q(Z+?T1LYb;(Bg zKcYTuFdN-s^KOY#r&#$k}JF)akL-I#MdLifS-%~Byv;sX%3&MqnsiiG7C ztalfOMFL-AQzie@qK>^b$9^{x3Sy}%HMOFGAyVy8$d&rL;KNPc6zm@iOuHG?QKcAQ ze7K|TWf>38du^adAQAea2rVxr5D!;tVo0N;wk$`ff*1dx#aZZYz8QL7s(d+XF}1dXVp3x zS)iu0cOfMv3-r{NiLlOOg7M2r0d^Np7gpyxxrQ2PIV9;AXeaV>!Y0F+4+wqZLdUhAp zQlAo)E;MC_Ck4_DFTeT*DL@cZdusfQ0y-APcER2hu=*kJi?DhGO7G3ygx(t^s>M8N7a#D|J@PMhXw3&o&7EG{_t%rgAwfF)cS~S}kvt79NP6Tc1yjNP;*hW3 zU_RXaC8c9gm7j-`8O~g1U#+ep zLipSj6zL}e`L^EtTZKG`Xq_4B-INEd!ahS^w&lSneZx@d2MWyY4{OkwCWCXE>+y5U z#dCbw(yUug0`kf)<`M%$a4sIseQivH9HF!_XeUAD(M?6B;uN_2p>L~y5d~J+4P^(g zDZr3j`a6h6fp2OrtFE__LEo9YmKIKizMEd@y+jfa{tbs|ijsi8&~)a9HxX9I)_a*I zgM;I41DT4y)5)8PtUOQ)nrI{WRRyIPllT0yT=^%kih!8fuQs_1w^?w4|Slnhsvnu zjoDTC;Ie<$L?eX?8yhy<(J9J@fPEH@+kpyg-hwF(2Kn&e@D0bl4|!mF%zSzBd_Ejo z4LdjtIy_dW$eO4qfUZKb_h)pOFh!%WEoGTta+KzCW{3&xvCf5z=S+ym{<0BFnDDP} z{Ol@aCJcO>$a!#@33-yQdsYQ7A#s<)$)@|oV3k@*H_vB5#McVq$N&qX1pI}>XIa2k zb~@v+eF-c(Ezy)c!vYfsVs!Phpg-o%N83#$KpFLpy>+PsRA!l5{+gD+o6g7C!p>}f zzzhlFdmOl9A0qX6V=2fd7ME+wm4bx8>jfE!QtgEia!TxJJf%Mbd&dx*G5$b3tVvhhYF*sEE1Wu(_%f zWHv?(#r@*KgK5tXU-NmeYoo>*3px*4RIE)5&+wqTgy;B0g$IE#6*@@cg5idK6R_Yy z z3Vwf18Y;gih0v38T=%1;Fy2eh%YMlLL*kBt?AsjR-~TWP6uupPN*NMJC5DB_b+cCHAv#P3lnyBa3f{eiG@u80?mw7D0~zb=U75*L5Q=w8Q%}wZ z6}JMx^C@`{H(xhNHKKs|a|NfXd}PSA^gnZWgalf`df&3Ili~O$ODh-a#knc(F0FZi z1SadxpRZ3Qfg|4rQ{hk&%!hlY+&!NQd}_bq$@y8ZR7KxwlST$G)g-bmSEqqfr&CCU z0|CCCPZ5nLWI}_3!NEey3~*RsepjxT0P+D3rFB22!4cuk*96yOh&}%6i;8?ADBKLo z|9d0`iobpmm!?EQW6jMDo?ikOZznH1w>b%pc)Z?QwKWcGZluJ8y@`T^D@HOZrVrrn zI7d{sE9 z{3sIPP5+ztlvw;C-rgc%8H2Iq>L@pB{(B{Ywcw_Y<(;l*_*2k!0K}8fcSoDjhBO4$SW@%|QNN z*CH=3PsX|*C-(9ByB?%*%N+P$vSkxgRcW!G$WaGt9QQpkmYz!6}CU5o5LH&qsUD@FrESP;p zS@t6r&C+|F1oDWe6Ciu;Ocx3H+{>=gW67wJ^vc5W83m0|*J%1K1*=5Z`L82MIP*PZ z*IF?mW;xo{{tF|bP=Nl1m?|Q^H(SGWo*^RlXP!{uFbSjX>?$65PsZ!`EFX(NIhyBrGa|j%7Q_J@3;PxT7!I{JnVrj>(Cgo^YX~ zj;T*U<7PVMuV%;JvZkZqWZT+^GjuG7Eng?HjDb240*=>487Lppmc(%=z_g6ple>(W z7_@D3hyNcYuI-e){92zj? z*#bQJUwEVcH6~7_O2mrQG4S9}ar@RbI!c$^AKu*r3KXuVD_k@Yxg9i+>c6`!v#Jd3B73t+tH!<;pTT*+aXdxa> zuiyIlS0ReMh;|CkDZr}9(ewW?8Az)sXzE<#>-_sa2ihqNG)+2rzA2Z1+P;FrU1kMn zB_Ta_Vxa(e?M`poJegP{BXn8Ix)24wh%j9b7NHQQnf+jY5e^)&Af{hn;*h6Rwqjoa zraCj*{+KXvt4oMsvjG!N{k%P2u)Yu%teicLx)!0y8s`mj*NgFbPRRX#H&|%@ukqKq zQ5OEvEeX1iTY^i@mh7MHUR*zn(fnibLI{N7W8)Taw$^V(}Ld!NOk zKWaSun__#+IEsg(e<$O4e|R|2$8?d#ib9mcxHnGt9#ue{VY~e&J!j#w#K*vb8uD-~2mOAhT8Cuhd-O;kMWJ zbg1JsIPl&!eCBllf04$k7@Ggl|;{v0l@UGt>6Bae&814FD*E*C@3 znxrwrYS1_~*G}OF7rUH~cTSFTv8T)Mq>Ty}PdSvmJsMbz&*IgTbLFaWH%(k#Pox@S zx-uc4rV5Yg|CG@rSK*PSvjvhaRVdRzyCxG=h4IzHeu`>UIAZ3-mRGF8jyGBtb0e#; zI<|6n|K&VHH>(lR5uLp#o34zO)>TE5~EZ`1?+m%29lqO-8#@Ip$@OT;DmA zV=C#R-m+!o_@(gM5xz<}iY6U-k|MCHY2yCks&nws8jg8JP#G$UsP)h!8*dISFSFQHiu$Hc#N32R@yc=1p$&@>xtgZ1}dO zWSWVw87JwDPnnpN-lrWXuyYAEWy-&yp+j@_SoSRn?iQ2i_V=dX!!wt~;!4R_WzpRr zxt)ykRnBhL?~$>et@y}YgN%3o6@Ll*C?U^R7WK7x?vmm2VFt4mS3L8i`KucON zDO`k`#-qpkI}36D+I4q%%7y4xo8&j}vjE*>53E+wD@3)APh9&93$gvG&hW30Lab>w zt4j_q#E;?IXI?EJV#*o0XQB5C&|P6oPs;-WPK!<3IH~91u_uSWw3g=Lv9sM@W-4=$ z+Z_1U8gsFHFqkH7o`?UPz2hRJMnGln+#BN61RR_TH;*>Y$6{TRG?yb;m`EuIDG*9S z8Nb0HJJVFWIvvcom6L*Hy35xL`zB*_XE7OC{}v%?*nue*Xy;;OTlLpD;+7j zRMhR=_oGhvAwD@$b%i6ai%sMHUaJ;^jh9}XH@Fgt#3I>%4Licn&%PdxKk`GPxWgrc z8~&IQ(DiW0;U1c&9M{fDL%R2QY+&zO zn#{2U!V@8#ANw7lac9aZ{~JC~wPJuJ$J2la=ZnSv{I|6TF6ddb6nYhbX@-So+w~&2TGW4ipGOf~`ZrZqezgc19B-ap zx4sB0r z*%T-X4QdFkCj;}Jz1Xf>WH1~2XLzrh1nzE)+Q$+|u=0nK#AFj0KHqcwX6ZgTKm(RX;&6Tt4JM*#0r{acFnyc4iLi?X7t}hQ z9Xd>fQ!7Md|8u0kwO=QRWl|KlS#nsKp+bfQG{>UAnyAU|fiZ=phy3BrfdjXZ~!;Ij1WhAr(r=j*!EA)1cbXFsY*bf#3y~$lfb5g)lkbY5ulQ+zP8|unr8F81 zR+Ax_o)*fGBZJreGd`D^NMKrbavv#-1Zvz50gEyO_CNO`bEp`+nzEB~=tXc+GQ{#t zd@*b|WU^D#gaQVyHB@hTP{E|{vB@U^KAOLa&+nF@!>^Bz9%r1O0qk3&aaWEGA$Q(x{L-dEbA+r{RMcYSya*Z3M0=H|9S1lr0VB}DEC!m)F#XAdq zh=VMM`p3!)ddz}|lto_evsjSF?>PK0hXo;{oR9atS>PdFDxZ|e0?UIuoA`uM&?@iW zU=mjbErXpA!OmrHPG_1V@}&&IZG6ixU{;fY+!#_h(Bvm`#{kbXt~!yyxMj$*tvJvGvS!`^j=RGT!u5=zaxInb*{$hbn;I zGhF;%O$CT-H2!OxTmhRsJH`uFRzStn3&x(ra=1$Ts9kGN4jN@!MdOn>up;sF$?wt} z@FG{Z>tu7lqnMR0>!!CCh&xKaj=hZ! zv&-P5c~aKUhB7!qeE((ttx`BY|0Bxq4;$o#o>ltpU;}skp-(;Gnfc{K}S z`o6r;m|()O!=)*bJO%`Ye{Bl%D1lwIxfvG(`csXI-$WiRf$opD=bl%TK%D2P*>Lp| z5ZSU!{IVz$L}#Sc!H5noN-TC}KB2+*4n4(=atcH-dpq5&$RN7pa>V5g6!1S5Au6_$ z2KlEK77lw0-Z!m#g9BU&G|qqHuCk>-0jc<7P&EnW>jI1-HWx#dqwx)nY7wLpm&8|c z3gB(Jd$dbZAxu`w4jkYTfqT^HvW#gFXsCP;J7PhE$DRs}|BV#FvU?)iH1Z1IUWl2_ z(k%qIZCdA@Ws(c=U4)oc$t>t7C|&}LcI9#wZ^3nU~D5lyrMT5R79<2k7p%-(U-k7x9jf1BFRzi(SQh0 z80^VOl@ErO`?XH2IDHwKPgoTc`&@yB>7RRw?89L&*lmmPlDqJT9Z(*sCO+TC>vX9fg+{D)kRpG~l0xx#eiDgMvg+TRdhTQEdRAKH!erb_x%{eRK?)8S6yD5?NJGamu_N^^ zskkkcGUBY6gzMgAk`?6=P@>7#U3)wM9~?cV*7#o%y4Wioi~IBdwUi&3T(nO^n^m$w z`~w*nr?X4$ntC?c%36-~r{tpThmGD#Co(YXd&2&P6Y2O#*yhKnnsoHHr3LyGq@%rv z%Lj+#EPS6;2sOs-Kg#P7#8xGU(`{6Z!VZ0T=AZO&vxIdew>?! zu3j6y{kI|yecL3~>xsY$^H0z6hYbSdolTVE8*Jl=*WCDvafLG zJj`5`sRY*%zgql>_?+I&)QT}HZ>cI3 zNeRbH?CMEq`dfQrXG1a8hJS5I2_zxaCeSVTCJFD8Q>7|LNa#3Z@bzvx8THGmVj>Nx z*pIEc93>h`nd&mPNzu`Wc6H?09tH}1@=wqeqhmwtVxz-nsOY3td+F{63X+>$0&=9N zctiDu#C>xrvOh0h7NJYSAn_e$0h{P3oI>25CCOx?kL&dAp zMSB_eSYwkEX*UCR)p@!0QU&`G&rlOmnAqy;IHj?_1Q(pk%Rl&E30m*`IQuJ8pik=2 zuqV^exZuXeOGG-Vxnz14xzaIS_Nq~IHXUW;_C~QS7-;@bdA&^p1Bb_18=h)0QLOjd zTWT*89TWH`{wWLk>OHB0@^|UjG=1AEF^PtEE6dH8aWoY9SJT2iO2ci#^k2>MH0)Q) z{QSU+j#aXToz)5ql(`r(YG=p5;{+Y^Rr{HE24(l@b<**ZXm!q#oiwEGx-0s1oQmgm zSBroDM#XWqT+e?aR7{Hi#$jTYi}c-P_7W z54{s+tF2jBW^TGmTZ@Hk=>D*ErTZByn@ zRjnL!j($|2LgAqC^;W&qw;WvBq}H)twj3RGwe{~MmkW3a#h_Gy)dn5RCSC>JU?a!x zN+n+TD?Rn|QzcS<6G!-&6Koj&jO#0L*T}b; zzfo1F8#58-GFyd4IxAX@PE=!ol>X}3-_>|eM{V9zkBgO(?T>2bxad_H7;LkVi&riL zUS>&ik$y+$VCYsZ$_KlzYrM-vf{w_$B%vByX8%_AOll4Ke9zT-{iFu1ek};rSLETq z_p^`7@A6RkPsH;-WjwUIB9U|RPYp__sH9g-*I@4BgE3{|JXA4LemQ@VhvDDM{~5=GNC@hjX-+81T{h@QIFuy?hLhi`58et;IbHwSERv)?)1Q($Pib zwb;Y3zO$mS7B%H8drMdIF?ZW`vG=Nc6i!=l|7HRo`D(J>R%21eO*+r_iqh0 z@0>MBov%UjYe5kmGCW)q6Ii~;oQKB$c$EbYYw(lK4wcwXT(n<(Ol_=$i}!^q&Q%9< zQI{sBzt}`rAjaLs$SUwD{LZ^C7t2cIY#UpYmQsm1fg|s` zg)6aBe0Iaws!9}|Zg^C%r4n^}ZqfGYRN|I4i5D8z1-$RRE^>ohj@1jwXGJZ`afhC& z6Mu?>`J$M4DVu{UyOWx}?&n}3M?2`X9S83bEFRE4m!Y~}T1bEl2kFJ{|NT(opwAbl z!O7(uY|51X7?f3tl`HMU#uZC3@l>p|Vj>$KN;D-uDPp7Uj^x>_P&TG+7^^ckWaIla zi!ShHSXi3-HFnQ87D^f^I~@GW!i}TNDUzyejI?2wFI~&Rn>}5{!68iCyuF#7BB(Pm z{RVu3pl{&}gtnvUniea)wK3hL>iAd%u&I=Ua4ocT_pW5)H}r#c1i_FbdbYE`NX ztUu-!I2S?1d(j&sv!9bOsreY=K9X?2EpXYQpT+3lYlPzjEf z>?YuXESMD2C!kOh#Yb5>AOAL%cjkS~NA3RHJzgROIOZ(hE-qV$3KNZOW*75t;r-SW z@yHBJAa0j5VPxQ=aS`XShBVY#Txp;2Jsoe}{IBr?m(+mHqL4) zE|Pc7z@KXN3eo3MP-jWbU0PQnmYDu3O!|?CGEKkx-%lo>{hCAKwAD%YuX*6CSy?iY zb+2e&!eDspe^j8N&>`;4jIODCcwwHdNT39lVIw=seH}T z$p9v=9IoXiLDV&Zh0|~%4A9JL8e%y!N8=9N0fCMsBH4t zGS{35|61SoObSok0p#zxGD(S8J|nsjNq5JZ5c7mp2(h7w@3 zc52t&I|S$|9L_bc%!6sg^pPiNIUsyZZ>D`|4#dv|+21*p1;V_3TkOaM!#2ZsZa`@yJQJq zw)16pBZB}*Ln)0-UIma9Ce`xa9wMAMJQICLAVr3H9)(2^LA~Mie@}IY@HTYE%R+5I z-#+pAA?*nt=EWZ>(bl>p(FL@Nu_~m;b zznuyVStTcow$i}p-rC?HMH-AOtBl(y8228f1V{?>c@r-OCInJ}{hK+pmkOg|AqP~t zs8C3*bl+W0hnk$x1rJX#AjQ;1GQ^ev(;1y2HWUWqV{%b$SF=6AwDz@l(7Ce+x($iST25q(FuZBd~a1b?w>0)fCnV3rpUc!cm z=+}vg$t)l)zn96q!UCDXYjx_QC9t84`|NE_379XhcE2#nf(^ANsW;=agNJ-4r(HeLqF?TE~WOwdzLWQ!L1_{Myxfn*}=Lf7i3^SfEkEvV3!d z4J#*W4qP8+!|L|o?5jW7&=;WOaAk@OO}Db{x&LB=etfs|EJ?6VP5Zfhnryh@6;`>t zngtaBCK53MJSVQ#X6(~t!*K39F13pd;aiVZ&_1x?UclrJdJh{8=$baoSF%Bwk)L8} z%!V>q6~R}Z1r3}s{e%D(^cNDom{5yR6-xr)*GZ*G-&# z&W2av#^q1_*x>S7`Dmju8zl2OOeDHlpbr}(@5i#BPV4zX6C)OIxB(|ywb($tygl^o z9X6a2~!S$`KX}i2ZB3FfZU$Dx=+S zRS8TtuQ_T^$bus_vCF#z_-)_d@@D223y$}Pb#0hs!L88)10wGP`Sh3lQFfLE-}VGq zcCKK7hf>VojzK1zj`MqX>kk7Q%$iuG{}|9yWxvT)z{9EoqBrgeaJ$TjDoVM^0yl}n zj~)nk_&)#u0RR6KS9v&vAX8oinCFAth8IDpRAO6yN*(wV&s_=RIfbeb(N4?LNt@pu5>+kgFMq6ggUkiRlFp zcv8?_x1__rr4-i|4fj9)OvW(d-o*PW6u39BqzBn$DF3YJZSGx$K>D@nnW{1@-MT&6 z?Q$93hdW11Y$$`CYsIFOCKS*`WBc~nm14SlPx>4o8Ldku)!x4@!BKO)ruU*0FwNV& zLh~t5jjAZiaiCy__tMSGJd+hGf;9`n4D_;{}%j_(dS89M%35SBT~r1FGS>LcHkdpnRNFf?S8} zMN7VxAZgYUqwhycP~Z3|YRsVo+Q!Rf>DLqk8LF52Hx|R*6YQsg&=!K zeN0d&gzv@tHp|f>Sed1~c&}c9=4;RYQm&OC{m@r+mOL5THt=#12wXl-mA)O)FM)LB za{oi4#ZX%FdVcNEVr;M)4n5#o1O<2Br`763IJ(AN;&Dm|beb|P6x+$jm5lDAb&ydP zCGO;SwG?O9U%Dd~REjSVM&?)Ukx^g0FHh8hjIadm?Hn56PoP2qS-u2Dn<~dMw-!TP zjkIm00~wAt@277YCLROsRaIZn-`v>6l0ct-ul)yG9p&Y$;fl0V9DLum@v^Y zWSS`+yed(K|Hw*XKJ&^@&$H8WUs#4$%SiLf*HV!EHIJP1m3TkL+53WjlF?-PBT=r1 zjF3l@FS8braq_50n`aaSE;fjosxQL}9gew=ZaHp_+J^UUEl0#(S}L}cL&VT%Qn|GZ zHEG8VKHpk~Ac{!Fu~Z6QgjR$ z42Rmxr$Z&hd5Px&I(`J76ma`#xKwO(|MhtqM!S`?XEEsbluhRO+A}a|S9QVDfq{&V zTnPmV1J!Gf@X9+FaFJi7G4+O6zkHATjmm&CcO#4D$bh%F;6|Y|15&Lb*J}lIxVL9r zKi|W^b7hmrdr?gMWSq1*70pEH?-NEPG$t0lVvR&;S0HM9rmt3_0+S+fO5?=(m1a4? z&r?jqIyS#KOZ?X_dNOH$858FHaVze&Rv?0*`sel`7A`DMd)n>Kg54^!rgcA9;C`SD zG>)Y#CosITGDrTeEYLVFfSsWy-uv#h^&Ov#n%!?y-9GL!*h~n6DV7_J1&QszXx#1=4mt2Qnp2O)hd=cuzV; z4VrRMs_dYjaFL6;W4-aG%(=MHy>tA)N-iF6cOCiwT|lD0n9jk}qCnHNz8qAiQKW8v zXG4$o>&*LG8x&EbD z4;L0W>)vRb;==R7!vParE*O(N!#`*olw1k6L<|QP{h%PD%fbHhJ6vDv;G(%je#xX6 z4=%;qS_T?<&}U2BdD6_o`^j%AoEJQt=BL=1l6d&BbM5xS%&1`S|R0N9L#q zAFl-}l#j1?aH^`0_-D<-nfayf=`CFJhVL6_-pU7~+U6RE&&NlejT1x2$IDG5&H zEXZN0=hg6``=!_GLkb_Bj*q36$?~Cnv3yO!AP-8R>bqlHdDxbC_dZpg4`W#iuaRax zUWk08?1>OS#<)pwNu&UbF#p7XC;=3Gr4H7e5I{0(mZW?KAJt$)93gOLs;-cWSQ?h_|S%8Rw&6lV~QbM1a>x zZVPE40-|5ZNK(rLC=}ZqR8HVF|2AN^a+Ux~b-V1H+xfWQ@Kdwck`J0yBG*8T@ZX(E zvCiXR@zYoGPH*`r`ci(aPhWrzb>$o6y8u+gu*v7}nr}?Q83;6K!)pK02hrn%@?*A}bfcuJC zyGn8e(9d;DnFc(cNEToA_Aveor_(mk& z&VPT2hl&M0carz>;9-zW4Y%bZvgXY34FnIu+cwS3bl}70TTznkNj^Gk0`BJ`F z*GYuN!-l_HkM0vh{qi_(eW;rYktad&_9wVlnbjY_{J@3A%gJUckxyFpl+RxE;NkI= z$?bKrJd~vF@sSzfLVe(l>b+Vnd>=;GH2QFHVIZ-rr=A1e;eei{ejG5)p7LhoaA0jP zT`;Z2MaE%Sp+P$bGm^A&r8gY7ho1DEN7TbV?P-m6^EilWSLp9p$ic{sW6$&4*lhI~LCL8YlhnWMTe|10!S4E0D73VGivB(Fbiy*mZ^#5SWZLY#gjW z`f25NG2biD6Z|}9C9#j)swexmy#j;r=~Z0E3fwU<)BU})0=!=>24+{727_-(42+HhtNt)y;zdqzj&m{-ZH_vo(`w;ua3UcA=cY?!fXKzn>4LWp6sI`Y;lM8tG`q*W?4(;L{p)w zQqs?grQ%_cmm(#b2D=E>IoqE!jux-|Jxc-@n z<+Cm8WNWC{Qg~5*`(Y|_q*qNyZJ@&SBIibXMLEt^T}+nTM8!bEpoH%)DiqhnKKx4P zuOu(q?_UUf?=DuQ_W2OFS^ZZJS`hK+E$AA0Ma2`{hTewp+pkpkP)2HEhF^gxqxE{X9#^M8ac?`L5Fcqn9&beI>LT>?fsrbL+9fOt9i3& zXpa4-tCdJ4bTv2PRx=Iz|Ju)B|7T;o<6CO=~ zI&%I=)kJsFurtwZ(}`O&$Sv_LaNS8m_@A9o#XqS?w)2t-@1?;X>I43XvwSNp9h4t6tA2`u*FZiu;ixC~;)f>B>HV`};J~gSEOT#H0|22Vg zXqfL8wx2@a>-cf6VP`TOhOZ8XFI>z(&&{wob7dI#Dkqa6OXOLwzxuJ+%NRf=KSVQ| z(B0=7Zr`@1W1V7X+^u&sWVdCVndd>nyqHR1-fkN7dZzAK6Zj~>sb({(3`89FIySwI zf%u!NBmSu~@N`ap#orAKEM;|%s50r8sxXy}a;1aG3RO{-r-LE-g*w(qgQ#A6)&n~l z{@senwjl5+UDy{jq0hjsqU)05OBhHrGuSb+7Q~sk-i@>*9ug_d;Cmq{G9%VWc_#_#v&w~j5E$Gc~J*Pz6BRqdo^b^5{ zt8t_^1inD8+w=<2V8U+tA&(uw$;<($!D6Zj~@i7eYn8v4kz zWlT>RbZ?$j|MP+h!%u^gH;K8$V{34_28G}?lT&A0PRHk2Qu}Rbbi7>rta^bn9UB{i z$>PiDXsoTc*FwCj@&W$t71}g7`YMfo>Z2koE};KoG8MG3B0Wtq4MmaN3O7~huyaay zp8A@|W2uemX>VvaZ}X{DmqCL|S=9!6f^XZCZpmy^prK#&kN&)IBER1qSDXqX^3HXh z?IEI`d>VbcHS!Y;gSWKyUeqW2m)}$FzMbITGle22Lpo$Lw^T|HeCwO9vznYkj zT^u|@@Oa@n{L7*>bbE7kNbe%C7yj*KAKY9=t8uT&Yc*zxbG9hyxYpb%+0pJ4uB|Xpk()k&0#w z>qhq1awObLaBIsi$2i_@dP2<40peWc^KoUET+^v|;12~gvc6A~6bZ{>EvtK2hFfy` z@BcL`M_82DX%Q7-ZXVT^O?E9ql(M){ymA>%y^`P6Vn#vy72nb@rBa;q+L{v3Nru^u z?}dsMWK>1D{dDdshEs@bYz8ss^OH{Qdv8*T>^`T(rvJ!zRTi*aQ@j-9xqD}Ot|vpM z*lJPK;S%JowVXTns2E!q)7?&6it*;l0*@T&A`G>$MWsdyh{r*LE)yD$VUmlb-)+t2%83`*%{X%?e*GX9OvjE-)I%;(( z1^D*Dzbk7hAH$Un)P<~k7}jo{JbNS$duZane%0jS8tX^7?0gdLlQZ2;>lT2PU_V#w zD+yszBYI1o7htdLBuQn01mn}B2YRpbF^IRv>nroHG$Os{tY04D=Pffk9gqhHyYM;V zRV0u-?{lXI3lJnqk_;s9+b=5A)^|e#Z9h*!w*P0~#kb zOA@j! z@^q3s3h*wXbYO5c&#mg$sc~d*8?(c&4eC#^x0NQSfi#k@a6P{yu-0W9m-Eyl*<|#a@-*hvoJ9XiW-+@-*&e z952H!sb8D@SCvCGWoX`|#B%6~J#euh>^fhKgDZ%-;o1MlS>^|^?@ht<{qJRvt+=`6 zs(l&s6WIRE_NZbH|%I$E77B5c;;{WOnR_gj5P+)qE-wwOo_6 zM`=t<>OZ-dC{}@!=$hHVWJ1qKDR4TTiQdGG(Vvi6)5Ji>(A|9s z6AX|SpOSWwu7H%n)6K`vRKW6rR%tT50{WOwYI<7%6?+e*y{;8lzW)9ZbN323i+a}R zDO8{`3_D}S%IUx-fOp51pXu2R2mbR&}H6HYExuFaCYO+)jdqCmL5xp z{KP~`bI~Sug9^;-F>HM}#KaH36*tHuOepqQB*|wn5z;C6xn?61%?@UdQf4y|T}*jA z?9RaZ%>_$}ISep!)>AeWGhx@-pg++@%v*1#m;P>N;@rixGF!`;@EK$Cwi9u@vuf`? z6C)-P^Q=~ImocHVf#(wltUa7YEnZE z>s$!GzXUsNbtQ0?ewEhy&cOI`a>&3p2G&k;81ov4Ig&iTD1-R#Ys1y~&3+Xa5u7^g zET{l&{YzwSVj)3sy;MvF3rzn*(UFNPEWMs^(c5MY=F~eKb?V`u=By6+B{Bb3i2f&j zN}P{M3xj{db$lpXv<)nm6u|fc&FG+t0M8B;@2r*;pe25BaIlmB@|QH!gFE=pw7PD+ zafS~`_q7MUs|g^}QMFlYijNp)^J2?QLUcb{5aQV*#9Pt{!-c&fmVxPo{X)cqd$+ee5P+2+_&%f{K(gOax3qLVzRk0> zR5$0twSRYRrym~`9-1?0g#tub27Hu$Er8oMhxhX+0yuxliFj=Q)Y+xlz zTE_6H@OQDuV(2X{{_Hc>2L<6oo2y?smB(9y9O z<210b^ogl{^$Z(gd`A-vHXBu5aZda?HePobbPw3F@%f83`xURcTy4JGji}M4d8WzumQ!0j;@GmVtzR_Iq?F^9eD>y`r&GN#_`Na>RSa z;x+@_-rGjqya>DH#4qQA415rbtoQb&qg?HBz66_?AG%aKWjIu1p1(YIVP82EccnD# zXeq<_IUoOoBFVjkL_SB#Q%m3NoN7D4@I+Oms1gpTZyF!j7bLj9gqqGq9ah^*0D zkSdykeS5bYdUzloU#kM{#m5r+ysEFLt|-99pcU&S&yuiCZ;SS`EhHqs?9d~RJWM_; z9&J36gB+ULehZasXr6vx^Ie#U;mfUQf$TJ_d752%cSja>7stzF+2`Q$ircm(pL1ZN z^TKk1&{qzZCg$gkX2bSy?;P9FEX;E^KH6~nAwrLlr|-UhfNRT3v?tD_BL4I7XSdz& zf%N7nFFNopgd?WE6UpfqW91wOXwJZR#Pfd-95e7O!OJb|;sZG4XD2%UOT~??yW)lx zrQn8*&7Xzq?m=w9(8tQ1cVN7KILy2z4n7<$CyViT>~gONSf7-HN;##HBbxV+@cw-9 zM0FB4XPrY9*(V{EXQY_zorv0*lcb?Varm5NYcOFJ1Jwto7_C{SoDmPZ?H2q%&P_P}kv;IZ`6dGTG^91YMZxEy;lZ(`5vaW0vwN3O2qr(} z%BQvl5dHb#r=BQp1Zsr+dh8mC+D-50p0yH<$ymK~UGvmf4wm39EaaeG}%`W7fRs(W)<6LZ4@pvpcFC zg*~I!{D;P!(X)R{F@4Y%FH{oRg>(-jTwiTdsqBf6lH*awB^@zqxgUwAt&A64!y6Zb zoe`>wg$~54`UuNcBI|hA6=A~s*6C{8oY-rQWY82r0yY~U)i_hB<~}I3iS~if+NE8h8FQZa7An(zO05{Um<4e zvAP0`FS0(EoOZy>A1QZezN1Zli8@q|J@)(Y0&)5W=OhojK^s@UqHt=?1vI3gcvWedm}ZL zhW>XOUZ~pWjK4#l7h*PF#*T!&MptqT<(K^Ykj`(WJbNvF6gt#+ID#$+IYu;ys}+VK z{xMFc5z{dAX(jeTxo0H85!;HgD}vCk3l;ohi*FDI6cfL$1#TPXtItBDq@;GeJU;s6B>j z#d&Iv$WVihhL#UwbR}_eJzD@IlIfbD0g|>?2!(m8A z{tC-&ok;Zl{rQoZkZ8nie^Q43RxEPuTv*o(i$sdtuk!vo9D(dho_w*;j6~CIZ<7O< zqEOO>1N38DF{p_y@$>M3c$87~kB|FD0{S}8ckPjN64J5|$e>b6LA6+K*KzkWbe={g zBD6dOG2Ob8O^uS#w^tf6@FxZ7MMqdxrKBOH_{Ffp+Udyhb>adc27_jQ>|<^WXQ2$e zD13@wHX8BmN~rhALGyOklzK&T(Bm`PqF=hRQM=fOvc!UHbh(x-HA*lCHFI8zo=?s} zQq~hY`q*65Rs8ChSVBIUmHPIjN~r)PiWYw2&@4oC=h+|GoGwD@2`S&~4i}@6?2M%- z{vuR&r*rlsV-YGbxOa78w+QK6N@Vj6EJnP)#5_&aOHiMvnIbcLDQY*Cw~#3=MPuhM zM`St5QDV;UuzOuOdT=IPU)c(a%-5Q^m+C1PtIqrL78c3XU&>fv!J>E1apTK(vFOkW zP3Vb4EDE@5E2lPzMcpGxEDx9~(C<5T*@Wj6sN=MUa(ZScuStmiTZ(EW(dVMEu-kap|idg0MBB#p_f zR|-1aDn=UfT1{>e#pr6L<2E3P!@F z)hZ8F&@hr87v`ZkgC1YISxP+3|Ci%An}y`3Z-jkO%S4NOwZ9F8Gtr-IIrp0T7_^yo zFqktJgAS?p%UoK*AZefQfRV?UNIIK8=!{1u>W(_3|2{kuZTAki>AqxJQNom6-+?EQ4vofeB+Vzxkf(ksW^1+Y6aEo?|8ID-7BN z|C?II^cixHGGY^2w?{r<9k%NAmk`yJ&TC;x{~@ZIA8Few1d;N9yibAF4dheWDfaS) zC0cLyv|~MBg$$z%9lRSHkaWFrLGBq#5DVPK%p7n7wx3nwJdfRBS|d^^Bhm{j#57d( zcmm;_he5G7tv@&zSJm}z`GP0yIn|HveL?y3DgRK<*WmL}wR%a-3zRQReXaWB4K|*Z zrX#+qM<1$Ma|x9{-@z)?bWzZ{qZO2?Dxs`isW z=ay*h&~6e0ns^(Tx+TGU$n{NuwIuMoe!J6jB@y_>{~B>GCV<@g`$^cPIIt06aH_0N zh2N+8k0fbhz}_OXZa)A6^=^4j8!u%-!Y#dkt1mL)&SCA#=khQx)<~rtVT^&R#_hAG zSTJzHTooHiodF6_|8n`xXF*pzV}$Fo9KcB?JUKa?173P*8C0XWu=O&ox3xPLBAsr? zzx$U1tdcZW+0W-dHL&hR{)PLJ$A9(E`a;^ zqDJGFg&=s#sl?p95Y#S})FW&Gv~dk_n-=7QZPy91|Cc=YQuFQd6U#gh_Rcj`!WDwv zVUu0REdgPRoe|B6Vu)FblJyrX0Xc0&0c);eSbR}wU>jcq)+_CdKA=%)0rTP;O!^P`QvyL2I7)5Qr3y~S{$?@iFIOc`uGBQCF; z#=`Q>Uq^RsEO60A(`UzF!EJF{Yf%adv}_}?Uv$cWq3oaHnd(SISjd<=G!S8kg(Eo@PKPC4TBhZn0r>CGC`zG)SBpx9tYaz8D^_-?eEl4V<##x@Og-zPS2H^~~pq41HIh0ldf*V^m{9o084$ZH&;Qwl% zgGPbxUw$=6U6Y$R6<7@dR03>D@)SAwisH@kbG;F7bXj%C+F_)3mk;Olx=C)C(n zmam6nS(v7cBlU3BA9c3*)j@j7nkmEade~a|P$|RH0PFY9`wKp9fLbLh**=>F*re*7 zWUOg`;fl;o&YKP3Eux-VFW3OhADbo5xu{T1aW%7G-jz;i!n#9(<-T>Ux z+g7c94Ip?=o9VWB1FZfq-!bB81k%Oz%**?Yz)5?(to>gjOi%GW+Y)I4Q&;OHBe5n} zW!I`+r)h$|++6eFhDLb*y=YyGt_iH@bf$}%8o?ju!7bC=2t|K1&J46Sflh^d%U9E8 z=%EoGjr3~<-XA9H8NSV+Q1SR9pHDML9Js47l0$if zn!)ImP__eg3k29VE_lzhzz?hb#CE4vc)mCGGj6IC*wjB9Lw{R=c~F1NpBI6RzMX5v zN-G3Dc$Aeg*9zw%t{;+YXocV=XTjvER(LQQZ&7(0!L0``EV)&1kbQkw-#ZcqZ^i@- zN+WRK!-|p8%Ekdp=G@pd3i`946$i@qN52!I`XA$N%X&EI%MOo;q~O#^=izHy zILP&lS>~C+K?}8k?1dY6kUYJj=t)7*WA}rOo8Y1DlRS>!9}iuVd;a8`cnHn-O2a3M z2kh;slZMQAct+*@U*9hr3=1%FMIXk)$hjwj`zd&s>~fkI9>qhl$|j4?7#^ID&`Ia7 z;lc1k`q71PJmfyvknO9&1C@Mtm=p#NO&nUXdk^qXtr3HtnZ!f)$is!4a|DPH7nIt$ zL4bKr>zdk|1R&HgXt}EqV8B8^E?<@a%qsG|M$7~#2?=t``h|z#DUOTJckz(=cDiZL zf&foH8ew9p31CmQ&2_IKK$q+~VQY#2GLI(8?$;6ESfBRkMAfkJPW_F$cuFYk|1~>vx)4z|& zC?SAQ+@pNV}C4lMq>7RBd39zO6`LE9o9zM}%=)OEf0BJsxB$jjnsB53- z_%DM1jcp>_M==C=cVm2&Gm`)cE)zF<+zDW@ez-hKhXAJ{zkWH+L9sJTwW)6e4{z|@ zb|Aeg08|d; zsUnO7h^NZkJl;+5*Q*}~7`*Vnq57~b>?$5)N9>m9pW(r&Gw5?fKOVe|f1I9XrQA1! z{q}+X2(ZTyeeMi9#SSS6$*4s<^sx?CpKQZ}>Xs-mA_xz3U;VCL)}X|NZ?`S$UmU0{ z@ZCN;i~~i@B;o5LIKVlt;*ky>N*1n}nup`z_De1)s|Y+~+_QCj5QztFmQfI=*kdtm zv-4h`5)XT~D}&DBK|~T`IwLR-v@rg4zA^{>D?7Y7U+*)+~Fc*wS%sQvW@4|lH= z%2Frcp-6X%bGH-^Gp)Ikq7;99Emhd8NydXwZ_A~x6nyx_D!iG3RubbTycBc@9;H30 zhKI7&WSho8JpAO+G<qc zLV)E{2i~3iO@Q7E&SQ0(1aR)BqY=PU-VZu{?POEV-=X@zb*~Nj$V}0lJ8e);!?~lj z-UgGgS1%arwS(&MQ{xRUDLC#OTwc=-PqOYP5lz~GFwvnZZP*TK{!AQx9PMDe5i_;X z*9OY6L`{E+ob*ch0L)Z7^bq|@58Nk$p2*;({t6;^$F>eet`mW~@5fx#2oY|?^->3T z5n)Sly|(ie5$s$p>E~(@fun`xp5aR()aoj(kINC^oj2bN<~<_#DX9u^`;x$;D@4I8 zfdq%r>6E^glAy7~BtfZ+1RAkl=5HsGfKK&_;YWQE__V8*eHJHyvghR9?q4D$-(4+5 z28du9?B3psC4qEPj`Bw>GGy6F3iv9J;ayydS-3VC_RcNRwLK!kTY5nz4n;EM9wJ$o z!({N||6OP`LxQ78w(=Y4BxvLN;piShf*X-NpT6mlA-3g0UMH3e+{fs(xV z@}3OBV?D#H?;{f#aQC>o zUw4q8De26Uu2d2{N9e$o@+LroU087EL7JON2MJFG)~#?MlLqCJ9g=><2KD025Op#!^Uv+M>tf zl{94Fl{62kJV=HX-eU1eS~9Rjd?Z)UQPzzOr)}CvkZk0WX75J=f{3g6Sz8i}=5Xa< zPLn`rtY_1fiUih;<=u=`6hFRopF1N&2BU@}PtFLF!Sy^H^%)T|@V|W8TtcziFMQ+r zgB}uCg*pV&H;~|4*Ty*sHxh)3+3CGLNrE$zzjRF|iSYbhF-xjE2_|)DGf9giSpE~f zP{c`wuHH7AVlFbUL-&g^ZZe2HwX+*orRcx7%q!4F0xbV&Arne`xwQ)nd;=123<=-r z;2=@v9ZMDVXd=kSS}%NSCBlm)mM!5NI82xKl*&hqcab1q}%ndGCAG9i;dru5zxGmIO~) zMWQ~B5kZTSJ%LWF6mpSfILiQq5owPVph1o5JhQz@E6aAe`-BT(|WN6NJK9}5w% z)%fW{jqOlP{lhHoVLPnrkpl-s+QA{Y@7qc~rJl${m<|Ia-?vtb^`8@=Q)c2CuL=={ zjb6Gi8xdjRVv*w-4H1f2*DSru+hKJheeuAHcBs!ChY6W>s9@vJ7G-LOr#uY@4C~rp zzWbJ6r+hn9B7rxH+3nEqF;&%=qPN>^;LGr%cBsSmb9G*BhmDjQf4@-bn5=;`5C1Zy ze*HLm)G?_IsHIQ%Fu!O6*W)Gvk&bOZ@-uYdnP`K+USdk@`!?`?7)m&q*#@Cw+h(M! zHVBsR`Ig|(22>U0M|Z^9K=Q>o*4$+R>jnXm8J1?hoofTVFs)*; zY#T_uF`*{xQtI*OXZ`m@1UOl9BZpK*fY!GjqedwIlisxwloAVNwjr3 zLg`bj70hV~J$MMH=SxnS!-EE+eeS=Hc;F1Y8k0xiIUSs?`l9dgu#yjBw3NO|r6M)* z)CUhqsrw{rN?+Mh=s8N-!-1z!b8|`s4kYguhsfySAg0;e_PsX_hCJW-nzrJgI%~W6 z8vzGLgY~M~$v6;`Kk?#FHx6#_6~??sz(K#t_UpHzIKbe7JnOz8(EISdf`b9UQQm)#837MsyCq$Y?icbQXFqVQg-;up%dTEMkQ zj9EUp1uWWUeCQZjfNrgBP;9;#97C{n85CX|NpclEY~Bpvm_bFA;wI34oJJTq(FDmq zbTu?@Qh5I5{#inN17tNwO1V?!0RC^`ho63E1UBR6s{zVQ@KLH}j$yPBG$%Ms;$|A5 zIB$C`*0T{5F4u{D?rngVA~J6zg&QDsc;oCPOg$|1B=(9A)d7{|prkuv9jM$sn80+j z4j%5aukK!{2eye)8*2X7r_%n#u%f!S8s0Er&Q|u9NB( zuRB`{w&Y8n-9OZT_|n)aX{;LBjQLU*SgPT+P;%I_;3{a6WJp?mSqVjF7+!Ny=52#V zgw;0nDtOAy!MdAM4N;P^!lUPE;3T$F;`{j;IB=V)np&;~c$oFHF4$B<01Y~A)LI2T z^i;{1qgAkDRVcC?Q3;$LK22G<6_6(q@bXp*793tD6c=5sf(^XI9hL4XaBq}S=`O8; zmBz?T_rWS)`o6nhP*Vjz-;0*zu2e$z$1}N6>Xo3VW5x2Jumb*Eo_nm)fu-;~`u*vF za^Pq?ZvW;%IV9CTaNK98fH@bZv46=G5dN=4uQ#v)%KWqE@0_cERBgIImu4)O49>a$ zJr>M<@6v?jm%(#i3u(p!rI1_2)6m6T42vUt?4~t^Fm#cl+xbojESH!a77Qy~bf1*Z30gM+O`~J%#ANpkk zVy<1!1N?Cb+vtFNc-|f1c9B#FR@eG+VnU0ccR^^qN2>@v=`3z==@!BA;bEnTdxfy4 z&FS>stN@%?T_6z@Xx)MLEI%-=fgPfzk|M3E{tJVS)jV_0p>237KG^63&@6 zkqLG@bxroqGC@PR!;RF00S3J*T#U>Z5KDXL%?9a^*CxkGev}HU6y~4uD+MG&Wiu9} zlR)W&9_VwYz*uK###6Jtl<&5HQdQX#JZExF$o*ZM#&+a#-8g zbWMfm4|4HIJE_p9Veh{bma)WlBrl^n*z0WUP)vhPKIV7 z-&$3XBxuyEJjUCR0Mb6j{WrGa0P}b?NB>F^c#BH$R#5a>Y-{d}-@57BCQx$nE(D&wv+!hCB){LGPDln!lwi+!Ofr1t@wTVyN(5InccsgJ;=zH#>mmnF zJj5o9;i$;5F!00c_Ai$hn9cKeeD`t`Fz8Cn6^X^bTqy7MXXO|QZ`pqCGY|ut>#w}> zc%y;eg~4{UI|^jpu4mSZMnde8Zp=ZccaY=eU3HEn1nRr2&ZH^$L;VZ>!Af;ss1JU< zTf*cAsY7Bh(dGV7y%t@l#_k842S?U#WW0jlPmc<#mR&(d<(MC}vm@YKZ@Mw{*#H$z z{2Qm1ELi-vxUO^D2#Jl-{mx%-MANJ1Q@9U#qP`B|M`s&Hv@UtPvq-}RNeBGdKE>gH zaw^kn1sYvuRk6ujoPBePHc!wr7DHgSIZZ-YVN#!+jjaQHmNS{Ca*_F! ze`Xe1T7Bdc@-GWLlc6oY^dSp*O1)F|?#)D(eiC^7Y%&p*-stsA>r51r#;6o5m5F$s z$GKxAGtuwJ`|sYFW}-QvjjOLwCc37UF-`j;6Rjn>^sb6!AyIr@l!XFiA4i_3x|oi9 zj72P@!cx%iujDhHACuAI__xwCwMnRF$-a>NeiD+=4ek;)jXjyZaYv)-^T(EV*`v^+R!3;l(MZJ5*ODWAItmR$+E12DgrWh` z$f(I>f3#IGNrrfD#D9gE>(mi1#IdhZ>0joGB7NkA{13Y!F&)X!Hd$x1PS9#H7-`D4ybI*Cco|)ZfZvGOD3w)tR!W^RE z&abm3O8*gj=C_I&sXc;}3CU1bFa}c3rTCw$c?5yL`RTm*1n@hIE;2SHqdz6^yx-qs z98h>G7}%A9$wHxhEs3c}&FDYN$CZleLbrkL{wMIul}&z;L0p#{Y@P8;h4G1@(1NN| zTGl4{?=pz5 z&To1)T86nVe_ym$mm#V`v#5GSIm&-4$yjYJ!R?owwdw_c#v@<()Direlol^uhGcbTZ6Ab$+0`;YQQb9bl0>K z1?iK<-GlcjkPr(KxmiX*aQm~K=m-joC&x|yU8KNs&4ApCjTB5KnxCHNt3jmfhS7I1 z6!aD<+r3e$MOS51mOpPTmPv5Gi9A*dW8P@%gO;_>7L{sTu&PBlZO+haRV}tQzuI3} zPeBBiJNds13PeaYZQUnp(OIv$QGdD?IvH8%`wi+)dOK(~B)kr_vRWk-_v=tY8I5_l zyAJCPc4!Oltpi0{Fw|wP7Ej|IH-0Z6&KG>C!ZfZ!&!@xNkG-#hG}Y=(p$`?tY9BUr z`BL$+ikm|#x30}TgG+;!;drlI&tvekn>G$@)lC-E)NAUP1HZP`PEH>D`Gr<8_Gt`VOO zou@(S?+|^bAq|D(AdC<<}p*;hdQJuM_Vhl`W6*Prs z&~a3B$(0-{Is*7*PSjb`@gLtd%>sTp6n01!NI5g`BJ8#lX9*Jp|M{9u6Oqp&UbbQl z6LNOHHr-QVqS$fpY!4Cl$kI)piZdbAdogdWhJpPn|D`LsGO+1Gv~asJ6WiDyx5YeV z;+W`~YV%CuJUy1)Co&T=t7J!LHB96uPj2nWVnVSl=9$55CL)ECp18R(A|xD^Xr{hJ@2P+=j+2oQIVJvk-7MrW12^cg2%RNv*ItIO zAn--&I_WYC+6|uXCVE-mX&8)1c4Fg}vlwp;iH)(QUF z@wzl|*m%}t6|<|44eeK$s%>CnvA5D^cR3qB)O@`8eAr06M2QsBWh3OSmSe|eHrj&@ zo>u!xWQm<`#r->gGlu<^-u zi=wHP-*x8@WYu(RA>qM=?l2qb+74sdj;cTd8|JW3Hm<{9N@fuB44)|wE zjVO0GNVLi8P7CHBc54pHIEe$zCXVT?yBxfIbNz6Y5 z?o=*uex{4BmOKYCDuHynYoSzB@Q~IS70zn*vN|(5H*${fxmypM8 zIWYJsI`UebgG2X~Bb|Q{`53VX?<4B1FRvN9gsAiCo)!AZd)Oe0vpygF%*M3s`2s5; z4#s5$u6$l#gMY&N%gkRk<_{M2hmElz-7jTeSImZgT4LR6Dv+1UC;05*S! z{`NgyB1GhGBzpgwCsRb-rR&Z;`Oe1ohw%a_(`=l)AhVa%%!Xc5yTnnV&eqx|ZmQm3 z!*FqO`ld4*0UeTYmKH>R?rc*?I7UR}n=4Nnad5zLWS2%B2LZWfCd7&S1gXSG6_;_~ z=k4RZHJ5`G*C?wlHE{6$1`oZXii7PtEyG=jygvH0YcjQxgW7)aPtD^TVA*yr$Le}m z|Ft^tRjdK`*#&E6*EgWFIOk=YRs&QLBe^<`HQu3aTeC0C!$^c40wZBFv-fq3XC)k9U;=G#&OPdfV zTkBBtp$WcM(>+w5H{o8LA(v`%6P`)Ty?Rm61oL5^P9BdYxTaDX3q_kS;4wd`NomB( zA|@-H(D8BEhkhGcBUFD^TddV+!rFjq&DM@h*cz(Cve#*XSj^~Nqs>h?^~GqR=Tjpt z2WSg3t~J6igl6R$EPXG{AmWgSybo26UU`929VGz@q^5w=$m_;G=6XoUY!8 zQ7zf?;S8X*0*|`0FyL0Ai zHg3p1s%W)h!|Ts#i>rTG_}qLp|He%g9$b=^={m&1--8AAA7WWJ>3Xs5dm{^Sr~B#; z=CZIw-NpU>RTip^dnX)RSconbJk!6x#Fa7mSJqL)Ug5L#);!1rm)W^jN0|&HHTi!& zzJrN(Zc82-o+YB?uA?6>G7;*fZDbu>&pY{h&@jf+_4}))V((XuD*#{n8vguDGV z|3!sR!VLraTU2P5wHy9gPQ_pw$z|bD9m=Mk?DGCo3n@vR^^{%;uH&-xlKvV5$B49< zH&PIEZ?~9^TP=3%td*u4)?(LFXN_vHS}fYR42ux=`7H~jSE^GG({$i<(~TNvR{=+1G{nz6yfpzl^Qru0nx{e25TFB@(|4YHhnvfn?9xfr^XeIC45~ zPus5wTqgDY^jcbl=X+#ML@8F`MYxb?=+-JcfGQfeuMz^epT#%vjm)!|R?-Ez>SSG;sgC`Y}r zCZ)rr9M4y(ZP>?Mj^dJ)C7TgThSqwe@SennJV!UP!@>ymSVY9aRRe8Z8$P}~(R+kl`Z6JTEWOo4! zwE!=nXUxj1*S$cjFa2X1rQ<7YGT zk-k<)x5yTca0Ecbkz2;A$HP0ho`XW?2>EA#Lt#4^@7J{SHc4DPjk$^m~%VHsy< z4h)X0YmGmU4KY)N^RC&sP%+oGuYFBC@9>{z-P=68%dZ%q59C4QxZds9P9fXWsfdJ}*7F~y?qouAv&RSfv8Pzi z<1+dBR|a}(b*_BOOUL1iZqcZ=G_;@Yiws?Sg7*sQ)|;(Tu>D+Am%y@gY)bX5*ts zM8Z?gSf@2Q92fR(f7#pMkh^15hkHgS>_r{_DL00q(#E*e!Q>uV-OaK? z8$u9T@lI&Vo?r-c8;$H|1VPB@(*cL2L6CWH<)nyVAVR&bSj`-|jezfCJI;LxgxMv{ z5J!#sh__rU-u6Bkky4@N|UAtSa zk%YQXl?}^QW#N9%;bsR<5>|m^!+nqhwM$YDu3pW?5jXAa-*4wYR`gO_DHM#h=5L&lL&cVUSGskQn3QWkBVbQeb z&_rt~Ofe$FswxEtAD-7=3c)=At!5sj(EBO$Oj)ZO?rqz*)p}Oo8pr1Q$KndC@mhGi zY{5_VmC<5iQL=$?msO1oi>D*Lijtuuyj)<*W-?Zu9Ii0}8TWepT)VZ%nB`9O z`nQUVZ+W!rEBs^#6f7S<{*mzYMy5eriDX1yzvJ9RD)@=H7<|4i6|N9 zt)WAKX6TFk&mL1ynK~R4c!z@UGjBSD37`IwTkVQn6a{BQ#ChI1Q*i1N&wUq4Eo90j z@4Zf}gU^8+?)}TCknr_rT%JNjO1k`(Q9rKi0=BlL|-8^(og&h{$!y zxZ9HoS6=;(Ur!Tz(cjQuWfcuSUl#HAU8ZA`-22EgLeVW80tp1ep>Bwn<-K zyJHIz3@gDYDZ-x${;5AHZ^cCWy`{>lw=uC$;__Hfg^BU(aVJS$CXOCTTH6}KfKQJ6 zn;+{L@Gj^Vb@Zo0f+s`XDv1GwhA))zl}x<1lP)n@#l%$};k%4h28MU4oN38r;I8T; zzLFgbgmQMKBt53Xa90Xtn&1fgar<6jGQkH&CHduyX>j>-{dbcn9pM6$$6qhd5hk4| zVJ}6;@bbn$$ypjSqs4MfI%&AE=VwsLNgA}@Tt0vHGZo?+JAMu^sPJ1+sb>*Sg=mh> z4Y3&-?wl5p3i(AxgM(XT_)j|i?ODP-c#{Ex&rv?d6BxMj+Hm2=E(R=l9_5e>7*M?w zvEghg1Lt^?P9%)eG3OuuLEVCmLS>3-E0JH?ROwKQ6cf4TeOBssmv{Sca0*>yk zt^{YzsIA>+V#|bXpWly1vP={&HF&&q4-<|#b#*I@m?+tHugc$o3D-X@|Bev;S;uts zOtu*dE4~zjXA^uU*`4-SnV*GJQ*rssGA45Br)U|3U)TOIbMd}56BE?Q?QXA$Jbo{9 z{b|BL{kE+hXVVxcTgzSPw7|e%i}R5meGHtuG-|9H&A^5!*|Qn44BYmM^m-miM}2Tk z^2%*=tV|sGo@!2mDwB0(Zw}FqRFj{@eMH~A3HxPpfre1`yT`l&XmA}OTN=$%aed2| z4LaRa+#7EBu_20z3pQip6L0EJ!S53$d#Vn?C!KaA$JIhezGcWru@(;(nvYcW)Z)N| zz0Qj8Iutv0U)Lkmp^t8@)RIyM&yaOio096#E>}Yz`Bw|wU92KXL@hS7+%!KlLqW~m z(5r6OD0n9BC9L(M2HO6rt{sLo@QkrIv1OtLNAg&*-{vWZ>MSbaH>t(-9WzowBKdVQRx+Q};^D z8+(TL=Tv|`sP@8TxEwFNmu%r$S`I-23y%u53Z!QJhyM2!__X`Ng_DgHc>6*3p`=>{ zSTAMkgu2R6Idxj)xvG|_C_x;fY$X8-Seb2d!YE{nb@l?}=z8O0ZFS!k8|%j%scLE80kM(1i0 z4h|=4eMA=i#7x~t`<;c@7F7+^;4IkQ+;U$nGz*1~9oGn$XW{M)x8A=r687);CoFk^ zg!r$#%KKDFn3=j-yg4uv9yhNK33`*@t`*!UP0E7kgkQnvscby`lQ#FoJ{u=)Z_T#spCnF_usxhhLG2a^3ijpedLC!utEtu5 zE5Dw?DlgcEcQ^x^veydLI;A82&bftYb{Z&ox8IgDr$dh?rR>D93@DwhTD$W^I@EJ1 z2Bd*Byq}k3Sp9keTf6lUCdX314ZpJjfk~(iYKhZLOMo4(LWSeoIN0x1c=nnai}6sy z^uw+3a1Z6J>4`{$QyIV4x84M_&pu~bi6x?cEL_2;FdkF4@*0B6<1nxIMqaol29=Jn zNB4P0V??2)#XmI?0jU;U$4o=Lc*1l%Gx_xYFKV%IbW0EUx{PN*`Yx2gx-fN3Vs&f#<60*At2fn4a?CS;&n?_2d=V zU%L}fEd1Qvi{R^d^~47rAt`v7p6eU;FbzQ|j-AreX;@{dFH{?l4!-^(vii?-WVB1p z>)cAm`B&}j{2l3NYnXWEFPs6+Z{4s9CK*_ocE@`L87P?;kn2j$#F;y$3Il{+xILi| z(mY5)iD>802g@v!C>(dxvCYE8Z@!98h`x$WJJm8bOTv;k{ci~k1b3<()V@pf>n4uT z$q*Y7e(3)8o2|@-z{3&i7S~)9e3sp6>B0+_KFLxz zJy8>RlUs(Z-{xYjFO*?E=D(r;ZkOZ4W`QYBxpGiSmb`knt{gdSMNLoZ%3v_&|L0v? z87l8>`SW*E86G^*Ba=ePaMI%56!(=12r{Mk{Ol|7O<9q<(6tiBQgfXS#8g63!sXm& zCt^Nt>`R&^c=MEb@sdl#98QT4Pu=>Y0`0eMRaUO6B>sQ*lm;!T;Fm2EDn-ost_0Ht z+U{!1E7eRH*j3~7(uwi$`f9|c+b#5aR70S*_qyxZYJ6S4YkfJfFFta&#@gys!~25m z>m3`(u;m}>19T}_amNIncIB6z>+H-Wo>~lWbS4~I1&!S(u6CFa|ziG>? zrQ;^`he~}D4gEznCW;v}q#V6sF``7ny38S)+xzKQTARP~6~Rp%zmq+?Ckf7w5Z~TA zMaSt>P6}5u9WD<|54<@_N3Vv71xJ~Vz3Mj~t|2%#DJ;fBaV-sVt4b;Kr-bfx%IhZ* zY51#Ougdd{25Xb9$a|SIOdJke=6-^PkF0q{`c4}1o;kl0W>ZmD^SA5pW-54Zj!umA z)!|uoftBO=I&?cbX^f!`onK`hi>p!*x_Z7~ypsz1rrt@t0xIOzlx|)pM}vcu|LS~# zKVPK;_7RtTsob?K<#L3dmX{eT-Q66XQ?u=wPdGQ%Q+^fce<``y2gZ}icE7h!HqtN9~%P> zF+tND$=I@!;LL_g!J{-LQnE9%BbKtje*euSf`;)e(&@RA@C zb(w3Q=od4NDx5=kbvy}XN8Kv!)~SQte9XOTd+HGN`0T^=uWI3yTb`R2 zU5l3k@4bJQQ9$DPwbytf1tQB6EDk@cLA%#TTEG(u`0h!3s{TwtckNK$Pcj9$T%L9z zc@+E)009603|DtJ748?OB#{u}t5nG9Cp(!PL|KW9w5()i&t$J`H+#Fw9(TJ}sTZk8 zMJcP2C?b_g!-(Jg>pbss&U4;%&iQ;k4Xst-wE-QlL*z=6eJ2YZpK&{<+`$A-iQ1`a z!|hOAAnfN|&48_+zI3(kU_#f1&D<#4Kk({3{edSF+7GXCkKAAa#eLVU<%xEvf8#u0 zy{8>+m)5SEsxTnpPn4RxJROFV8Z@?<(BQr6A%&Y~X`n(CcvN_s4q)QsY2~0!-r|0>qiB=hkWcOCKTYH?L52NhHXdj|NBQH!;8x5mu6yQu(^AEPmg*Ve5vE0 ziLAE(rrZs0#McJYp1)DYg~%XBIyon|mked+PQ0e&kYK;Q_fV!P33|26f5u&E1=EOY zB}wDWFt@!guVuCoNd8v(%g_J|F_y14avMRr0k6B@(gblYVdy_5Z)>f>2QtUk#oJ57D61)Hecr+NDHc8W6z!@Cr#T8xMbE zq+24z@W99C@;zVl#>=(24ILAwbP3f36voZp3n+XZ+^drD@o*u0?9}lNm zh6>L};9w$BWi5842AaY!KflOS!DHQpeTiGE;6nJVQ72Y4ERc3(SYoRoK*w3LUaA`8 zdW8pqo2uYsp{n%1iYj=q%d4itz8pNC^5Sho%fO;MX)%1G1n^P3J|6#yAs~sse?qtd zF7Veb?Q^aIiLCYf$>&wjbTH?_vUU~Vi|3wvPON~#?mZgjer51Xpz3v+XelIcs|+^} z7eV22kk3j)0c_mkoO?D;s3Z$I;)hxs{E z)B6_io|9V3sl~wWaa(#qz%7uLe(>3|_ZC$99{4GKwGhO^9(lCLmO@x9S8y-B9E>O9 ziZ(_oAe!HB@AR!ou(pXEHu0>4;{V?B%rh%sLh!Ntt}_*IZ%oFs<3|PX%3Pw}SFZy9 z)c&-tY%GM@EvlFH;K1wKGh)&s90(Mp>rR;B!FIdu0d-G2NOsrd4SvVL(Z`d1JC5R^ zppC5JXo3TNC!Jo&E*w}+SN%&7B*0+y_KF=80-Qk8;O}$+bH1Md-*=W=mx?6- z10wNr{sbtxEA3JpgopEXGnFxlc(@z+$2K$y3uEI>Ch}WqAf~(4wfid`x3J(z!0_9yyW(aWnqn5h;5!6=d?( z!4@~ow2#iUaPW|ZT$*An@DIISluK&_D}fu&#Hh_+Z52E`^0660KOYu7<hcJL1aj3xg`Y8$*^VnD2G`g8PrEMS5>3P;JnI{ zc(R28taBZUbWbX@f9z-Y5~z@yYcTXoh6Y{ZiZA)YXdvg6@HV=L2KL1U@0czn&vd`P<;=Bl3xhpsU|;zDA1$sz+Rcsx$!CNZIwaPVHL3=6(k6tvvi&w`Mo zxHV!B3tqjk`1qxa1%E!5l<2V9Z!TP?Qf03n-+t@`#IaK`(n6LW$E1c%zpP(2n5WS$)Vg=2!0 z$&2)hAKGD$w&ycm2ln~T`W*eh#*?%g(^n61GGVJl9Pb%XCM<-yILS4%1NRTwvD@kG zpmZ^Bi~R0(uyfO8dX+H%6%L!kn=?RTWdiRwM2GK(31>5G=`ePNv1d-10lSzZ)=jCHw4A_*w23A-x;N*^8BIj-f7}za#`?%Ag>Y=EH zuP+^>oXjqLiKD^wl0W)hkE!5rL`7NTE)9+j-RBBo#|71+6BsW#ZUFR!jI6<7(zoNrTUV7S+O zPlyW*R%dJnqqfn2W0PpHe4h%9Mof`HMJk-+J3ocHOo8%_iG0Z+GNkqFna`Xg!SkOE zljjB6;J?=5xwVUAFiw!1{_iCja6)Zc$2-U%WJfFt#F3$fbII1vgbdk!Qx>)6B;dye zWy;fAK;2V3$!MZCLP_I!6Ub| z{HZm2Zcsb(4E8qxEAlk?#fy5F*<1FT_Lm5*|0K-s5(#kE$bEMrCm!tgxDd~U5}{O5 zIK||@I%x8{r`h0I3#dM>E83qu&;Gpc%?uzy`mk1Enlb_0uxECESI5JBhPd1U6AN!< zt2m7^YhdKqVpg&*9&{uA?YNbNhkc4pqS4DZC=dL=#q!5NhJ24{)qD*!L>RKTt16-G z0(}Q>Ksk_WC+=dOl|Wsc$Q&=d5ICB&olbu*2IECXO$M$QUS4#JOgUN%`Xfs2PWf=D?oteA0R|d;Nn6X4a)3uGon-qw15Dh*KIY1$!l8^nQubUH zu*7s;RSf1qgg^Jk(|#D3_Ir;{3dMk-&O-1_4h*PTT-e;Fngc2O9U{Rp8~UaV!c${2 zVDS^z?}OAd&@|lY!N-*ZFN68NV7Zf_mq#(g^Km-#iSoOs-Oq&5FBdJZ4QGOD^v^+; zZyBHvtf~EnF9Qy$S(lX=r-4;Z@aoyvWWWRo7Il`!gHx*0`yl0Lh%$d-#hw-LWC!c2 zkyc=1qsk4`~**UdxKqnM~BmdLI8VE{ZjP6IpByT{vkK&mP-iWL_FP^;;f&?vWjOc-}i05g%(naG~Bv`*~JhUzh zVY3(S#vf+Ksc!fA5afYu;)e@qjX_A$(PH&!c`Pz~@h&|{ClMW%>J*TlOhw9mrl2UF zi42b#&gQq~qW(RDy^J>)R>9Wo7UIfOi4yB^G$X1 za}$u+6aNvJiR);+rtN*M;dM0RU?Wv-8;Sak?HkS+k3!;e*JS?GMI%A7J^tLoK-6`) zcV;co0dY9(5^atCd(UvZy7OF#8QA+KT=VHIjAU3(ad!*`RvIy1+UpBo)9qjP-RMHdxXcPU7*+%l zy1KPO5k-I>Fp$*uD}>2yrlkfJ1)we-e(B!EEl{$GHV7Tfg#|$@hoMLbY-SkFYCsv3 zP4Yi-Q?CFE>NU-0p_R~skv=`2Sqb#7F~9d~RROP;Gf6AF3UvO(&g^CLRXg7!^tmln z5V5DprxU~GyLLR-l*!|HZ?`yVZaP#RMQUNmXC*Ccrk_^7>^{ z0tCfA?0PCs0A{V)Z$5VXa?zFt5})yKder52qAn5Micp2T*z@UIaujBkw;smLUU1BO ztq03jZhY^18^Aq|RjTu|0gU6+#T~CS!ttl!c+Mw{P}bXfdb@fPeEIf@n|GrTcK5H= z2<>c!2Vr6#{cZm0I;GqN)v~!j3KBh$MKW&Z_K=Btfu+@1F1VB=9;? z|3C*rf}V?FI5lMw9G2HEhv#i@j^jXxrwSQz7n#D^Y(Dj--Qj9UB?bJ{gzXC1*7%)a zpU@Ho27fJeW`Cyum3JjJGm-*1gp=2_HpmdIYGR~2N`}Ab{B)zc{+>;Dtpp*jj20wLKuikLd&O)|v{E$1Hj-anXQBjfrUT)^^-?H ziVWHxRBh(j=e&gP3N7Sg@ALYuuYv#>20JDFnkU=9L9Wp#iPZ{g_uQSW9a~^CKPC0E zTQih&dL~Y%G{MdL=L!ua8sT+~jjhwACO8oP8>e}(1RE?*LOC$6gJVK>THGrG@`%B_!^$`1E$w2l*1E`<) z@;pVp3A(4lsd_J(KxwmdTur7KTqX@z!AVUJHjw6x9bnhBeM^w#fd()-UUQ)2LmeE- zOOACgtc5E&oK}Qx0_=Q|!R@rO9ug>t7sPBEps7s$DCTrM@CKGwBskQAL)&3aTZ1|f z`n0F@##tgLu1N^TEa4$aQU2?=IlEu)o|6B4s)nswXy3IsDnW;@pyRJ44kZ2r*i%#S zAitj)72%14ieVocnR9I2bA(@(!w?Gxd|vr$S+e!+0_Pve+%k|{<4GU9Ukupxo!?4a z3P42rs~Pit9=ICPjiwAR@K-aGNMz3`50B}~^2)_9aqgaH)>t9%ew9$V5nBlPU*Ep{ ziO&b})*uB&Wgav{-8mcmB?pGIvc#1xrNgHs&)o|n$uRYV@8XNcabOZ}x+A*!CKR&v zGZv&XV0l7t%iTXoK*rj>3B{&Dsk>u*tW7*};`kmJ1{t*E#1oWB^?o z!y*$>u1HWvVjQg0v{8v0SSza|(dTo2oLrxlL0x0OQelPI*LzP&bICk`F*b-Kv= zJQ10#QsjU6ry^GA#5RMF2o!X>XRiB!KN_pr?|QQ)2z~0(R4a@RLSqLq@7alkp)MJ# zX8#xAsH-g2<=%g>NSjB`W56&GVKg>NKXNA{!}P6Zo;^-M3Sm!;+B0HMsbi;+`lASh znVm|(9EnEWPIVEzjOz&V>Z|GCkpwi=JR9@jQ925^w9e}C%R%0vS)%sd81zK=QE`f4 z0XnTzLqWtXA#sG{tMxKh-?WXv0GEkPIVV`hKpmY^=Z z&#R>hWk~-)u4T)`a#Y^Jt9QoT!l8)t_QO%q zSQNdMZqCiDLB3XU2{Biy(dz?g>&GLikg;xS2=DDGlu^@?`FNuW{Ve#RG;dmsd{i`N z*4N6>m8Knu#R;WIE#kvBou(3G?SRuz5h+H2B_h$o?nNj~cDi`|UjY)54{!X0 zXqmQ#PROL9Yepr4-))kSjgj4g>2MnAJ!v*>K}Pm3zh4K}yV|rX%?YrC(dura$HSph@zZ%hiLlR?=)Go_2o2Yc1$&Ig0f%eJ*(tm0 zKn_(>_Y_G3E;}9}9!Cr~KfCF8b$33TP$&rH>&l1aN9X(6y$XSa%oTo*=7X+=vv8zh zK4|2W2uSwbf*;@Bu?YXm2bWBFH(@FUe#V})xav>>ni7w9V(Q9awdUTZgMF2t+T0U; zka|z_YU6R=_W#__u}G43lWTuSUZS(CW5rnf1**`L@=99 z5>e(P!fnk{Z~mt5mz0uC`(+v^^GNI))r5lPrihJhkIuK5uXod41Na6?<5MGFD8qNWKiJx1ZIwZHwA3;OYcfLQbCVze&OOO6>hbP zsPL{+LF4$+T=W^XUN?BU=3q;Mfx&-_Von;!6fQn^HbDj1m&ups+}V2F`j^)iVJiH5 zw#)P*o2Rv!e(QKLO$DNdx2P3c=QnRv;45>ZfmGJRg)1I3xVt)*eR&TJ4#{1J?(S#j z;f*=D{)PgTJcYYcPf);px_?jQ8X2ag)t?!Ql0p6ahaF9wWUzK$$EJ9&^E-M7n zXT6H;UvoAeYIDa5$x}dds9)tcjSQJFVG`P6WXP|&e6!V*1Yd18E>EwvK_lj{OJr{= z*m?vcjejP=q(k2N-FIX#QD?fPNKxQyvM_Iu9R*Y_jyq~13Y?TWG-oZicoPZ`E7W`G56N)F^^#_03>6*^VHBp>_x_PH)PHY)3R^tGD}#Xs ze>dBm>jG(Dxw*HW&VGl3iHvA22^uu|x*oH9#Ev_fEkyF6f|}d$su?yPbGm#XysnrA z8bx<59{5U!1nTm`tHBJIJg%=7U&8?3EB3;HI0ghHYM(POV}LQo1-+yqIxHR$Ts|gD z2c6GVnTp;tu)og2g%wdjW_<0V;6W-Rj~>dBW#_eF{kU;!lm>NZO!bBy4P0%b2#)eJ z7#U31!_i5FnKY3kt5x>>{1YF()un)0*@gFY4P;<^KAX{ROa=wLS0cweNzhv`>)%?> z=7VE{o>WN+BxN7F$lT4Y-+-eLl_4Z(EiSe-8fXKbiw~QW-n2sZ%axhp`WD!F_QH+E zq-F?AvRW&WXoAyj2B@OG8J_nheEq)M4D+kXeP8XH!7n2C?Ww(Nz9{eK;%nXji5^7> zce?7KH6S@esJsqLPVpMq%GJVU_w_T;&0Vv?JJa2%bPjl1C+^{xbjb#h?^gPo~vm))vC2 z!l6%MH!z^vM@$PhECNrnflvGoOQ26Sn3NM<0-XY{x8=*00Q2VF_i@Z3;C=Kt{<=y5 zToYVTIVGD17Qy>fYv$5me!KWc;I{Jr^R=1? z(>=j=JugG)T?pjHeU#T?cml?h@a-M_94s|D_eywKBaci?8HtC%s7)jL_~nHJRBwsX zy*7Ij^%YzzOnjA%u666VcBRLmeOKZIRZ%d~9l(X{Zw*JrqQY8f0pWP=sZ0@Tpf5-h8n#m3nQM)cTC zG+obA=9!;?e9u@>Zz^Y^3;i6kF@1T6Z#;$ORGp9RwO^(PsG7D zlQ?wisO8U?Av{VQ_TUoeCZG`dr|KVCL{$4L1C2eyp&jGvZsliiNH!ueR4xODxcA!a zn@z!?sA*x%0c||`e&WI*(KbBN4BHv^s)B&Jj}!XOm=jUThhG0T%C%_xlqF&3A^~OR zvQgC8H6AxCU3mvl@^Go}YH*Q3K-I67ti1su7){%&pniH=*O#?ue&8X+}K!O09uG zE$D}mrCpG5E9$)TLQBWA4J|ctQh%+qB6Y>_II&kPNYE1d&F)qU>KNXgbVj)qg$J%x zpLo%Ve&)Z~>%G{9s%)eLWqHZS$NH_BS2r2S$;QMWO$ypA+oWETKtZ?fR!v>)BqQbd zvod1-WMp!VR5S99j4oN3?%ju>Ae#W@TAwl%E!EgfnJC`0xMPc(v($p|28rjjuQ{hZS zal3w`+pAI0i?m@!$^k0+)wIv{xFQwJ>vv3OZ<5iBpU`ZYJsEZS@4KRBN=Agh(>LQe z$>^S1$XeA530Y@(D|GK6qi6EiKxzwYzB&$;*9 z=Z^0^pBSSmfm}fvp4%AZ5#dQiw@LC1b|WfEd2-*2+)2g^)!}1gG7*oTJUiz8l!*Q8 zZ+t_viMZ*nXj`E_5p^Z|#f@r+X!9kmkkK3?1$hin( z=7Za_k_&Oo*EW6sjzX+w60S*_6r!=#!!FK*Ld^NfZyM8Ch%J$peQIU|w7t+;Z@;$) z^F(?(e7cJ8>6s~RmTe(6IRCw7M9Rk*HPM|ZM!Cq-)s!rymy15b__6CiE@m0U2U)Gn zN29lgHM&O%FsPfHKJQeB@1Orm%8e;Rfe&*RlMEjqXO-+Y>v#qxe#r?}iocJFF4?|% zbE)`MV!CbGG9CB5a&MYmdmmr!+*ZUborwl#meTZe_{xPXpp`Sn1H_JuWBNC?A!PwOD!BZ1_y)7=sx(q;+chVs265PG`>*?b3`@?1GbHPXK>hnLcaFf z6s2^so^|x=pwy`(ksngVxTUqcVYiG04p&Ak3#M2=elxM-Z0k*^DH0bvf7ut#OLAAa zOy35!uh)M1ybp%+OFGp&uy{8jB&lT3ubM`up0pGts| zhJP1ZHR8c(a;%K^V?5B=RV>)|rh%4IjZ$yNeMsh+E$n@f3I9@5uAgbh2Co9KvAWi5 z7~MSVZ|9K%)H7>ecC=@Mf$083o7H}4*ecBaG#g&jd;m{}90=&!v#!fEALQTj$~`VC zgu#XKbB-beApOGQMF)#u$1ScR=GtP|Uqr9}mskWJ46C*CdkDZ)lkx2n65uFDxsM8q z0JF!8lX_PQAyUf(XfXMV3V9dT+Xi@3A-IpXx#cApo;kf$i|wI7tOemj zQ$#6v&di_Na;Ov(T59iUsgy#&goEwI#1gP4wG3RDra_Cp7#e+{z!AxgSFE38Sgx~_ zRbY_dBG=rJu*)Pc%-A|_CPIagUHNZ+^isjSVMo-7qg3dw*R%EiK>_PPJ3~e}8EQ-7 zLR7s;AX$+*5FSAU`(uuO73PY-H}Z4k)-^@Y_vPCLOI`wmE($#uq7{R^q>g&?KO)$Q zEOidiiQvnBF)w5t2_if8S~RaG!L{xDcea!h!E~m$>5T~y=B`b;m&Oy}Uh4XAYpd1x zYp)LMt|$iELy89?_ENym_4wJ3JyhV0Dm+<|O9f-=`7_k}Gv=eEd zsh(V^`I`!N=Vo=i{HU;;ZdthzD3GR__x9x&4btYFK5@;J!X}bp{R!1lkgMur^OmB6 z+=De)oLCA=fs<*El1jm?Re^hRb}8so^F8GjD}|)-rNv1h<*G17p@K?byHNHazcl)~W+m&f|d zN}zT+-tXp1D(JlR6ZF!jz?xs4yxg}*aDRzM_#P(}@NS?Asf!9+XEsF0gi~Pbp8f@` zbre`Jn%=N8DK@mLWKXEujwFtzQADojpR0M6;RbP@K2yo;Td5Z06Aqrv%%ne7$~;nsfJt#_@tPv6O|9NxAY#Vs$!_Aor^~4x0(|c)f znc(*M$@g@47~)JLc%}n4VdhBCn>3Ks2%^pWOaW;5&qV2k#cqSO+32GLyJ8blFwD;+x>z>}9U@%sIUY{I z)bfq)26t0XEvr(WGMa{JF)B9PxcaZ1b|3i0@c_lYojw^Lo{vW^+x^i{EI_qDi<-XW z0=!3=OOy}J#j{QPgPS-X;MG)NQdeRw{*%;nR*cO@sVib~1JMO|Y9N4fHx~ih>UK#_ zY8T9NtfiMZ>4)9aAkB;+I*8k|cl#+#Xfgt8OG*xojipd&}bM_<=Y zikK7eiRa}u>-8jb<@VuG`9;FeCw#WVDKeJF6$>?GQ?Sy``GtBb6{{ZKrzs7P@!+)) z50MWf%sOixIwnNML5tp*AptV#bp7PEh$CZD!+7WNGcq1gi4X|)r{Gqbg3KBgHB<>Hr$6I>~n`91vD+yV*joRhZ_FDGGdt)iYJgM`&*M<=9cBs4KF z6un_b#%Fu?@jo!4;3YTVY~5B0j)f`3bq21^x5sEA?J5nKgN~dU4HS%%bO~4=LB{l% z$$+I$GXAtIu^hflM(&SpkrY2NzMXCCYEht|O??^9K?y3#khBxDQ>fT`IDGHN1{xA; zKiSHCEWsK6o4=!!X*fC?Bb4q#MZ?IpwBm6pzWaTi(8)(b_J@+O#y&KxyKyMyKy(S} zetUHL5;q+Kd9_k|U(#{St>K=vH<(z@V^+;DX5y^6hr0R}CJyBCPubmLU}?Vg$ch#d z@7W)pldEH5j(hXL^*k)}t~h-2Cyj-QABKJ?$(5lyv%HG%9W_`etN;?V+C^FY_gmpR^py+ZKcu4N_63St)&=Lg|&VY zS1x8$VH}^adbDaao*itIkj$z^{n3rvd=A#2O`0d~bMYFquDaB9h_?p8-o4$zs0I@> zU;nATRD+!pa&`6rHOP1NphW9X4LWh1P5HUI7Kc5?b2oU`;+OG+^b$fXzVyfoce+-K zw}Up7alNTQ)gUdCAJ=M-W2^F}H0~O_5Wa5Bfw$F2UihtUL#{?X8A*ebq-xw(NX)gN zSL3b4LmNz4)fmPbR3KbYjcHnqzuQEsadhHt&!w;`G`c$};dH(V<9{n=@N-n5(o!w| znwd&`!}PFl|5AzF`^X~-4V9Q+^WmHK<4ROM#_Cont;D%~d(Z4#jdy95W@q!NL?efN z$riUNQ0GkMm~dA)ereI){NBGDLrn4o|9&sS(7nEC_CLyyWzK4eZLEE>#`nbx5p$C}6cWmezIte1GRixd@=Mx}lAkb*{bv3tXMDM+n23ewf`Y6QfE(YOEAf(NWkZ+*c+APXuJXcFajeS=XgcTeFg}HN~d> zg+vM_OKJ15A4|in3+WNQCil_4*6@1dr;OFSC*G}z%))aQBmAOQeLi=h;q&(0aoDeR zwdFuW4BqmIP7$7uz{kx;LchL`z(3lWy*GFw@z_aT{ta1CXe?D)`r%G2rta5jZa5K* zSG{K{MEv|Qwb$nP2cydY>uX$@L zjc}Ok^{D)*H7bs^76d%I1c4=Q?T(!DgA(K9uXPvvfxQ2!Raj#HOkIRO4$Z+Zm3zkg zzI8CTZ2p!bAQlYI`;7KQo%IKS&MzTB&7ok|6WMvBJqp4j35LUaV&P@rr5HzrSePP& zF@zHD!F5>Ytf~?Vf#ynktaxKUsOX@>DgGFEuU2QrJ{bivdYT)BI^y9;n`23gbu#2! z@IS$0o($I;6Bj!}Q$V>`PD-1S3YObbgrBpe!e$ML8w0Z`a9a9Vo~~L7$W}%U@YSV2 zgz~z}Ej{<4`H;lj+qGF>E^;z;Y>gwkSta*60Hajxy$De zzX1U@q{ekkoFu@_Z=cJlhgS7wGLL^$A#@t$P?Z!4p*Zg4JEIB$w3k?Sy&5Too7$uD zl2RmCs>;4&=0<{G!NYAi++;|*VqGrJMTUgF2U6vBB-lx&TU@avL99q!{ilaSprr5Z zG1yLof+^+Gz3gOoeA?r+NInJ1TkYSkS)f3leNGGaS1MfD`1kMbIVz|>zrh`pPlf5v z2FLZ6De%);F7rOyYF+7gGS$vzwXR(BcYj$=hD|?jRIcTufjS|WrM6n17P#wv{_kQ5 zs8xPd-ep??J5PNIyU1GtB-5EZ`KvS-9ML%I*Gh%ZjI6(AuPESmzt~rAm<-#8xu=fq zr@{`aj~g`QO5lvex!Q@I5-3$j{xJBa1eVMTIr;}mAmIZu=u1oq?Dylh`ISP0%9gEn z*ZzI&|4QH{ zHJtMweRZAxRE}uW&|uHyU&4O`Y0z}r+9hxY68R(YxVdlLr-2L%$iHjmXlCV}lo`#q0) zR=Gx6!-Y$V46ON`8YN;BI2zNGXxv2x&QlswDsRYex4^=*>IfOUjZYg%FA_oNs7K>H zb0YLkNZM_4Ee2AyxvXVi5%ju_t>=}@2vQ1^Y-U#oP(E-=|9N^bWDEKKd9t4bJEko+ zImwbCyL_f+$(IaDh3e9$g((nS^u+q^RtglabbZ^jg$yIYefLgNNl<4t$Ill>g4rjY zeh2JHu-}D!!&W;g_|nh6`dm>0T(dn@k2jQpv(;^O(SM~dxT)Yk(hMEi89vJcA#}Ks zn=Smpi4Hdh|Hw9F&;i#fy!kFlhZDEIyS)5Hhl?{B7vvL|@KKj@pS=tVx?O#O-X7+X3eBD7o% z5%fABnejg8d@~i@KB1a0HA69^!Q#_GeUIA9pcg{8&SHOJA-AuQ| za$uYuebk>-4u40lpWWtK30FVf=6Wn!1#IS*hAVbg!9khcbrpN7fZHnWVAX$B;4yaR z-GS~(SYSFS9T2Vr`cT@7_lXriIT&^$@m)F8E!XwgnwG=pa%}?hc?E>=Hh2`7Rf1|l zjFyQ)C9o~~d3-%k30%G9J2sb8z`tzEa8(n; z20sJ|>D6{D(3f~@zB0^&x<$Ju%)?9&+R^>GV3lW+UTxcr+K{G#d=@Se{5;6_>y{EBo>K-y=(av?$fL?0Ut(b)w4Sb6_!8-&dbK#8nLZ8y(){Cl*0< ztnb&oI|)FW(97yrUkH_s`%GSZ$%kB4hDmA515hz&JsbHm3-%iBshV}jg<7Fo3T~(K zK{{vem8GRz7%j;46)VYwt{84d{;(X#y=nA({Bb6*b+IyclkbE1)u^3Tsc9g6=k)L*N0Apc?CpV!U?DD*q#3Fmir zWIjDIWZG;7k8Tup?@)0C=B2YnqIUMsza!dm;e|a&`3!B2_+bbqX~oTAKMisHwbRnQ zCof}t_kXMfEgzKl@bT1_)=*T5*m{fV;f;!;#hV8II3k;?!5!###{P3(w)+TO$3*kj z`>987;FNsZ$w$cLkK zyG_t~iMwcWa=D~sE*uX(*nTHhG72m8k9}i=-owW}z}xjZ2~GGIs@43dc#5v+l5`;h zJHELe&2me{?B{xYg*Ov%F#EyvAd^Jg)tWBLaV80?-0vzms3apjzv`2-aT+cvi|2GX zXQ0%r$jf@{IauVHaP3!S9&S6RZhgn30A(&r-Y6-`#!lj+9Esr!{IH2&%Riopik39e zYyC`YOE%~hb;(8|8=dMbnun?le}wYh=VM#1?zO;=1vn!9!t3Zk0$wLadGvDR<4}Qq zL_|Y2uDLOj>s^_RzUuhdfT7a7$F}&Bb7ot9) zhA5R?gwLJ4Y_?Sv;8O6Y^(JZ_ZvB=R|0*jFIXnWASW$WCQQ#?+{yZOxCB<@%q!eQ8 z3H|?U&5IBf2Hjm(xx3v-{`rk$5~e5hA39o3#4UZ%$p+4ySwp&xqUy;Su3sMbIBgofLV8oWK`OHg2hH#Xdn zj+_E~YQ?4uQqGe z>bU)4)IJIWgH$em$T`QvLrt?uJ*`Y^vDlatp2NT~rhBBi4INbiUoU^jpyS-<`^A=9 z8Cd`{0u12Yau<*TqWQF>tN?ze0vI)|!xE-tR>$^E+B2U!>>f5IzNg^4fQqg=Oo zGq6(j%jx|y4BQjB&QZ{ffo8PLAqU49cu8%0_{*zIiU4E&oiFfL%i#BlG~HgN_ML$_s6e|%!%k%ET5 zT23rn$ef#8c3s^kHpS0rSqxlL@MwZ^dVf@|ogGbW~^Xe;5e5(W#&Q_xH zRTU@uiV6%5nY^`ZT!Ag7$9Jg?R^XhB1xM&i1^&r+OT&Ltp95HpWlu@Z|W-XAdvbW5eaa(Q`HR2(k20 z&$SI$(A6e1+0%f`-I_DUR2%RVTX&tCW&@HB%a8vIS=Af2q>%<1P)ygbBTl&yhkRr% zu9P;SllVkK)h5K}Gi#p2nIfhqY_!X-MwD3h>gv4?M291;TUHJs=9lbF`SP(5Jvhz; zS^R56iR^VEJ*|!SMtg(G&yhwP5F@^r{L_e2wt?Q-`w+i3uXj{eM3niM-x@gCh~~r2 zkB{~?U}E*~y?15}NOk=+Ho@C~{c;J?u_N`EtZ98c=VLuODcWit;%q>F9KKV$p#hs( z-b~fYHQ;TlcoFBP^;ol)U)^A+4%dpd?@F+(Lw2IVE|>jvcv#$jB4Fhqh6so?G;!2n zKhO4oA?`X<;!#b!IQS5YeKV$-Me5K)P}F+et~z|>B#)k(9^!~?oYh0ETKvcR=ch1x zEy_u@Pt-)$;8c*EQ0tFsOg+Bz{Qh(`-ZmbufZx?BH83qWizmY{^q2B2?d_8R}Jozf)!(1l|%Qvjie)E-u zvNm=G-=3}d(_tB#Q>%XUC$wyN*9Zfns-&V%m(tNtG16-6DjlsXZ4@4p>8P;If#a4U z9dD(uwR*4m?G8=)3A0c-5==BT$4%+z$b6uZ`kacJviDc86DcU_8r``+l#J;Q)Q5-r zNVp>RYf}rAgaZa2c4hw|VH(9{QtmVvPiwq*xy(<-nYFLkm#oQ{ls2=~ViyH@)?S<_ zc~FGydhhj5tuMr?=>Dtk)Cy5p*U(7Np#Ukw%^b0j1t_*nSpU&f0m>e06%}eNM2@$i zgz=$5{PlUGN5*dgT4@Xoxi;tF;&jmRvyyDIlL+AyRm;Y6&$QgV)U%K##2MRfn1um9 zvdSMWW+TU?j-iH_96WYFeD`npTvTZ4UiUdQ8x17C3p}>FkM;R=PnVQa@zE_0d$0Nw zbPp8dqwPyZ&lS0K#0x37ZWnVWBQ*_A9CLTbe3FjlGybh7e%wdRL;iW535lrVykfzY z8;J#}x*Ow{BGH82_009h9n^N#k6XHV7j>OZzq5WCj$e&}(|3nN;eD~Hu$B4_$0A+<65b2{e?9ms_ILUZe9Yq7H`SO%>1R%0rDh8((3qJw6&# z?mJpyjOU*_g=jaKqT-GY%XESn+EoRqy6alQjm*Bti0T^A&D{~QIwIDmA&`Oo|lWe?R*+aiKI|TkupM(`j!>H z`}^y>&gb>Iulu~udCob{b6BtYp{l(vX2$Gto0NUA>fuT=u8qFXc%=2Qjl&nFw3-h> z(|3@(vC%Is(;Gz>vVBdT1mInZXkAizD8i3Lc=$?0LXqg2eqFhh9NKZ!w*A*t}zGtH= z!!V<|DiYJ_ucT({?S)XO4!$gUqYx&sg3%7lLfkYCB-vCJf}11niF0Wop6}m3x`C?@ zLEV>%$`%VSn_v?&{Jsb)+xLlnsVhPLyA|}{ni9)3J6VRej%Vfg^U83;YN^NFoCJRlPo-`AByh@^+}c@I zhU{cn6>(iMDkW9L41SPtk1uXX{#XUNNe9x7->bl1jpg#JlNDh6&{eWrAmjPo)G^If zWX#)GE*%pohi(4p1*QAtxG_UjD4Q|xL+MHELTOFTMOsmAbJDkgJvnpY$XR66* zSBcd}caAe|RzTC`)d}jh3bY%J3EtmLMvBrqjWvo!r!l0g^ulU8)z|=(E5DHvL8mDw@7SeF za8<$j$1(j%V+s;mrsC%Ps5tv6;L?R|DxMg)6o+xrFcrqV{X7>9lft(7`$DPMP(AvK zv7ZW_0(+kyk0_AMu{ieFg#wFF8TCVhRA|{Qv*U}U;ci02a?W@fx+H>><`Zc6NXu~@ zRHs29cBYqif{HE<({L?kHojXf7VC#8i2fWmEpdVhcO+$10L4KtLD&7cB^o06Tv95+_u;ZfQ_o;qkeH#j{B$b`$yIzHW=g#hL z!>AAx*|JPzKMe_U)fZmy&=6a)Dr0gD4IWi99+CA_q&Zk=xY<)dI{tBcK?ntLJ3d@8 zQL94Iq5PWrx|L8WdUB6rf?cOR8MPbvDIjf={yq@8R_naA|AT^gpda_5e?y z@fHeXGOU#6UsmA)EAW1ke-+|RhDnu0R)XbvA-6cS0v)M$P7VFX=1+-QyY%J6nm_)Xk1D<&`)qb5T;Sx&jf+-Zd*kDiHEC zS5w%!5*IzK@}F=~a9puBcu|gu6?T_8GUci8rp;B3k*L_?NjdkNopCsFVEin}sRj|w^}FW`YoNAm zsd==#7DlA4fitJ;;MX%S7Vc1ouYq#`@*{O9(&;XnSXB>=lQFOP7VF@dV*XC$zdFcr z+5TQZ)L|O)Uv2B^;Qiwe$I-8KxWZ%DKVja0nUSM9;$n@^xvE>&yQvY1HZ2=t+4<`u zA2$z7G@vJ}HJQ}Z05hY+-=mfdD59o)i{fg)*V&nsK_&Glx8@~>{Aqxmp8)Yayb({; zi^(1GjS#jgzH(-FBla}RNvLr&;<#J?_;$Ajm^PKWPuJB$IJnO?m9rj=Ta6=oyz1~w z%J$%?%z7;29qAm|(*Wzp$c})XdR&t9dAp;k9u zh_|SE;QziF7XqcG#X_s$P~0n^VOb6C=3V?>=qxP$=Qm&Qo{9G>zIOSVF)^KTx=4k> z0B35l;kwTZY}K}*$^B$vx7eokzmhB%tP?x3zJLjbJ4;!IN}1U5u~;eK91};)?tget z%E01VLCxr5I(|rRaSCDc^@Q7)_9-SIgJATq9OU8yQvU;{lTMr zn2Ib~9?zv#DxSHuNta!qg60Hlm0@)T*J-2674UC2{F3yh0^+rP-)-_MaQWJx>C@+A{FA(Ocw2rsjv0PB zeZ;#AXA0IGnOjDJ4aaBIhCQX2-DLICzP1>eor~wq+)8ka_f>DDe<`%~@<$5ll)|4g zxTK`M1Q8i3!qt09kh^hCKf}5R16m4?26_syi%83%@fU#S-A(zFpnP)W+*G5g{%|qnsbh9r;Iq>$EXuWB}jyh9ag?U+Uc(7~NR-r7+ z)t7s(s?C69xv}o6%WVB*FxVH*lY+bJEIkcArJ}-cZ=d^c2F%Q@I7gx~5qUJwv1>5{ zf=yw|Gh8w-7VIv4gO!FNt&EkYtW)4Q&(v8im<0O3@XnQc;^FNrd>}|U9@cWo4!JLq zkVk>Y9D+Z+Gz0!BM z*!nY4LWmR@56KCU$9)rtAnn+E<<)>rDM8(3yZpGD! z+*k+;`&K_-#$t_bVY=1HD7^Ynd)+%F1g&<;lTY{qp{6qMHENR=4BS!~f;EodSQpa5 z{bv)_IArsy90-8R=5L8P3Ssabb#7s5hT*WS=!W~dLNWa0+Oc_!P~4HSS~*c423kcXX~dc{GefD)_rEH zH#8nw^oR1?Lfe9XZSMm=j7=!;%a27u`YNA@9ppmtE$ju}gJwHE=l;|YluEPezoJz#t^^Cb$ zqeL`k39gphn*dLZ$9IaaB*GxCwZ-&Z46f)L@aRa1LT!0kR%lHyZe9p?c*J7+kOVKv zAIk)o)b));CnsWAV0~RgRw5R*NJNDeC8A_fX5?Ey0*uzhM6JIRkK=MfkA*#B5zVpF zE#zwi3eI1@-dq$0=}r8f8G;E=3tw|<>}C?O%-y-SdnAGRgP~)6Ckg6X@=~q^Btg4p z#f0_41SB`E_R4#d0P8J*!>e|)^YI9M5BB$cHosa%^V4v+J*P8`BNGls_MaJ9%0NA7 zUVDxmr4J};2GmCkew?_8zd;L4six%VHH+)^2=5AbphH%E)PbI=R@dooBtE;d{}RLwk@_a7k$lvAG80<$NEdl)sy`T zvCfWU>gQC1p5Drk;#);n^6le%=vIU><;)=oxgwkkx*^CHR|vjKSr>w}3USB(+Om|3{e>;wUU!a z$en81D3MHpLTl`+|6Pjf3ai%*vV9X@TPv^j+cNO2epIt;Z3PalUbuP7 zssg?)yPqCj!Pbq>Y^PhURDiNNwn(y>4ELx%{vl7v;PUZk_LU_g=~BUWW^x(a&!?y6 zzc0sUUfr?p!j<^t_^w&1z7oeYCH1-KRq(aZZCSFc0{O<1tVU)Pe%X8%Te7KwjmXr+ zI$L(U_NDa9tx6o}N!{RbtqN4-!}+1?JE-XLkK1hz6DlhjAv;@(RQdIT$ z_In!aZY(XND9~Z{#^bugWg2+JidQNs(NH(>!AvEQeRq{KSz?-0+{&u`m@i6&Q^3(J zn?b{%IZH-Xh>q<0`CCjt$2NucHb$CsDE&IH@thVNC9l*t|4q?Q94*B9R@`(HW|6O-E3tH~bASTl@^HP?M;-=7!w}x~)u-s{>T}DU5-UI(6 z$#nelSIcoXrNhu-z2rQNhNF}>=ebwWVe~M3=D#Q!%svO1e5s*fJKuKI6V`M%HL48u z*3#iMdA{v!Jsqx*I+NNBa0~GI75+u~Af)3G-_)oNG@o(R=pakGfU{cD0i`=JXj@S*58g$;P|0|E;K; zEE8>3r)vg%nfO(+;qrnJ6DA$mdY=QC`1$$cs=**8y(Lk4V}Idv(>;2{G7{i`f^ zwHcV;ezae|g^sIy-DC-OIxcuD?@^qkq1|4*;a)o(femq@{9X*~)L9)T=)*wBqn)!m zUo#-C(J-{Ti-B#|Gd+q;*zdoquI@vjwfmmwKKeQWY%fgI)0(ykMwjN z=`$T+x5V1{Vi?%uCGuu@90OWmrzd9O8LTiO+2T7LoqD0k z!cXWRXP$l9lSRjuTgI8oTo|z27prLZi-EO;9@k~_7?`XsbQJu{0N1vU*`qTI)XkSK zD6#P_+h86pzDUQp^DZu&91L7q9n<8*!2}6wtc@y}5HVhT{6H@gdju3l_x3T7XnRWj zB!h_q+E=?xd6>8@lIZKU6QI&${UKx?qj7q*|=)?UXm#P*-PPu>3wv+=zVd6#3)#^wIn zX!!#sZ1(dAdR}MZipLm(Jjp;`L)To^6a$^t9-a&kXJKra#H-jm78>i9uZu2VVZEM= zzN;4tLjT%l;^vqT@R$~_XXAZu*J2vF$mX%+LK}t5z{b{sa{})esIKKGj9kuwuBXFf z`9~HS*asz$$%5t1E=AI377A$NT>iBz+}`bfIGCRWPF10n1U6q;A8l5y9A)!E*Y6yk zBO8yP)Jf7f6XKf%_1&6TkX(AY*5xT1pJ7^W`Y#r~UG?p9Ze`)vkmJ4c`7HQk&e-Sv zWkPCv$@s1p6D`EH=#)+d+#IH^WdCF0W!)+vBQgs+gd@J(+{MDkn*9NW6c#!@>Yj8~ zWI=WIp;yLA7On}1aBpR@=l9|*AD<}p9473q@{VERn8zX7sRkB)6~qkb-)BL3WssCU z!NRCuNakrr7B*=`yxR1LiHWlXdYhV=i1a#@HzCI6)8*IBzjGK+X*y#e+RB8Qj#H;z zI}4W&#)KJku(0{O_mK$kL;u4p4@{R=>rVRH^_8+aW{hcweWG>eGLwpKjxtBBeAH<;KWwru;R*ZR+;b}txlP6TiKh3* z7bw`k(SP}-92L?oo^gNmXc%(%S5BOwVfYUDnMF4h4H`b2zM)i@@!97MDp4Wu!HFKG zNP);9*UXXWO00Z*CfV+MC0K1PmK@hB@I6m3-dKl%^{JjY_dk2a^d~s}NyaEOT|Z0`F(KkM3PdhPq*4mYQ5S9-JGKv>Gf!NSa&2 zLUjdFtiATBt*gWv$BUVwtrgg7_-$UHy8>xGYrRAZ$na4bcAj}q4%q;KILpK`6y$Gw zaMqRt@9+WPJJ}_0wPUK~%M@dx*o)`4G6@+192UnE%J8#f@wojd5-QA1xn+w~5<6;YU&mos04DFnD4cuLX_lFNEtgR_P4)?RGxv}~9k2iC`_i7#_ z7oCcOMRSp^Kw5bErU0K*o*JBYEkx13v6N4zB03dLfsOzdvJD_b<=G zj#GuBg(+EBc-frvSS|zes&&Dg0_kWvx9>%%ST4MDCXU(g=fijF#g~IG@<8Xk{DBjB zQ2EE}W5w3fb=y_b$2v3N8Wq^GrY{xS#??~NzbC>cR_CBhZ9K&DBsnyUQZP{+dib!^ zJtE+(*-p;9~8*%PAQ_zBaB=d~Dyb-DzW( zT@(g>y~*5gB?=NBTyCJX_WLl0h<2; zei_WNeYFqYsWinX6*DT7>#&OyDW(Ki$>{k z>RQAj_t>}H?@fsdvMZX#ob8DN^KX{VUvVP}w%F@Sc?A;ruQ+^b?}ZXOuCuHL3L*&E zjjEgUrs4^a1wkEOu^{5!@{4)z^t=d?R%=bRdh7!`W=uKo@c_}BB8%Xq;SZxb@ z5=tcgZGQB7c^n~Y%js+$pGa&8?rrPHNFgMgNZCK4Q;3HGvZ6w)JlGaH2By zqNV))2;%oSt(C@dk;G;1*~8Bc#t^%7d8qmO5(y#G0TYeJWWr_BiKoU-(g+KDF7Ix; zM})mB6!?*wOk~|uZ|9$jC-Te|HP8NxC%(k|HhgXqPh4~>%zieSKz#7yKfP-zi4fHs zVSV>aBfKr$IUo9E5OPBYlr{up5xakBTE^YTAad0u zUaSmHA>1}Qi_^JMiTtIsi+4R!h@OyQf0@}-g0gV^9LJwDf|rkV{_1QdakvcX<+rnm z+i9DoWTtY7mycEKzgXTQe)iVBi)v-#HS1Cf)y*ITme-gus?!L|_gCXNm>GnQq@7dc zu6sny51aV<;vAy9OgMZ+bRO||jfC@#$N5CtpOHBC`+3BUwm<2P6FEfHd+k-NX4ym= zEwiotL=G{na;ClMU=G0|++rwa@(8Ds6#auo^NDY_rG0j|6c8%HN}gw|3JJz?o&EH- zA|hu?P)BQBF+np_vvX1_B$iK$9Bn^PK#b>an+_@tEJ)3R1o+fznp&T<_}Rx2fVb#!&SeM<+jXGB%&df{{h3iR5g`(JYuB%GLLgp=$Ujy_ zL@dq{&MhQ@vaZ+UE=L)0$>m<0=K_iNKviGqeXxu;9C7dk#j2cGni>oo?I|Y=wk~NM z4<{34RG-E5$`!;RO4TD>nMy(>-!9HDvYdEE;yC9dT1K2PSkd7uQbu@HeQUTWP(}n^ z&AMn5Rz}dDu9_}WE+>qbcVG8yClf@j=j)g(GO=6t@=3{46-49TXf7V*Nh|$r?A&azZUqKTyE1oZz&`bxY+U6E_FwQ|g{%V$JbW zH=gaNAb3P%Js-TQARc?H9O-*pNjM+w)t|jeCPt;cY3v^_C;Hu=>c>fu30tY;h%gB< zanfd7@a=grA<3B+cWYGzvB#{4cKLS&(ed)1LwR8(akHxV?BMz;!u;A91tsZ9!Xn45 z(6E+FD2G064_PWFva!F#JK#59^reDV|XFk#pEk8Ni8*_CINWr)+va`ZMRhmpj`^~o8fXb`Ja8+t(4l`^Xrgv;O> znDS3-Ng2!^Q}f)F%8@!_|JbX)9A$~VPtA^3;OO!n<0tP`z%y^mRi}}df2YNfG%ttz zZ^vbI2g{*%=((zRZ8^4Fe>`w{Wd*u&?0?*gt3YhQ#Hn#^1rloN^X5)hBFTZYV1BX^ z!zC+Q9k*119cHmQTCWnDw<#?8YFEO1nE`#>no8JM(4xL1RN{#4HnabvsvvrO-Ij*a zRq)EpjqT~LLiv4hWi#PwT$dMh+!I`dsKma^>EtSS?lFA4m05*f%N3Nllq!VykEic8 zu12K9N&h0Ws zPr@193{Tg162_ud-RhXD#Wbxk?DbGBYGhYB;BbvX8YU`Cav9;eo=71u7RL%Um6^S1mt=$&vmYm`%m;;FA^ zE-kA^j$qrkJ-#R(waD(R$G_kR(|Z@lkYT5? z!(_?0@mf($xU?P*f|n{O%-176&BjP+me}w9ndw$VGCas{w(N8!L;Cj8o?|m)hzFU$E@|7bvnAhu;?G@$Rlhf$_#4QR~rZ}#?VK%T&l z%a>akaBf)dbmV*kge`W~Qhzldx58wdO(_K}H}5dxB&lHDR{VG|jEc!CP0UBr6lllt z28P|BAit(3L*qIHUjBW%j@wWm`fPSEJC*|anZP3XuN0KHs!(*Ssn~tp>A{a0D&z+F zI}fa-;e%~)By$%H6*gMBuZVr84I1oE7*TOCQ#(*3n2HG1#L?RURNT|r$62INv7kD| zw?mi)y?yPej@mTHw631|l|_Twf9dNJ_Rx``e=;?@lLn4odQ{&|8swjfebqlfgLc5j z;*B0OC<*!U=eeln6pMyeyz*8NigdWO8>?qK(Ls{P*36^QQ8K%?QGb#K56bEj zG1q9A>OHu1f%jYzmAUHppQ=HAJdTCe*V^s4-KEDbIc9S5&meNy5{Fd1N8^Z zRDy_;;J7Q#i7N#^n>%jLw z{oNGQknenYsNMdqaz^NII`v>9V?AKn(^@g>w`{K+3_&I!n8+p9RoMXpT3KDFmOmG!1dt~ z24qUix@6unppn1M=&36M$pUk_Z6g3z?eL^XBw*09bi>mKKd>LfUl|u(L&ut5*~h~q7&x7?o$)ffG1Xb z=y*5~BvjF(52&3!%G$23?g5(77LD~6LC*mYCk(eg~|F4ccs`= zOdZ=bwo6YscE2nEuaqC5S9 zDJU~pOX{RkAY>Bo`{h0=J_n}lA8sJ<;$%nU|A=@kzK(CHk0bK(!}8BRIw=^AN?`p` zqe4K%mGLi>ia7gsGJNh-91?%|7KE3zID%2@66p&r^h3Nu-fWbC=)ZYVHEhMnQ+M_R%42onw5cHvb$ z#?Iz7D(g2u*JzP#?%aU>$vujf3A>=n(%&`W$Pm5|5oNr+4j+yUovThJ>XGOpQ`g%h zR2{k`Q+?p#tOuBsmJ`$VpU4$0!>$4iy?{WTCdK9#5wye6^N zxf1tsjCjOED=;ooXMwVE#BAzQF{&!Zi8={|zL0X{siyzdR;@tq$5eUQg)*Ga<*(vV zEG6(}R_|?j2@*+UD`(ykd~-Oed&038hh9v)HOVfuAfmpy(KosPgPynl zUAglNVq?5P&kp4gyrX2y@NF(iTfSbK$*MxQs9@}gB^5{vsZ}G(73nK1*Vq-cSgr45 zU*u;=@R;Ec~-9U4HEWg z9}oF_wHEz;k57%t)j?=bR3@vE0saVID?NJxCu?<$^(08>Ztw|+y;+YA0j^UFi->4_hn&at(y+aIRorB{vT zhxCv11*VO3A0!Arg~|RB=fp%3WSD&(R_=B9MqjBneUgNd?2^~~doF(GAf*w4Z>O_uI-Br1M&46;uo-+W&RCf{wqRr8 zfln31%?K}uym6qn88J1N&^^-(zlR!y#jIuo=|^gX>}dhZ|6giBbPL++eo6>gw;)f} znPq9%3LaM7DX%ZBIM`=AIC8rUsSP*Cst#=spy}?r>)(c^gI@&}tJ`4Z>(GCvxD5`X zQ>K6I+CUAkeuwV?3)(@xor78IS_3fa6C=w4kE`gf!S3GUB+&k}8{ zg1@%#_7RkIR7(!bQaUwc?r?DFeyPBF4G#SH)~8x8<=~!y7?VYu7xKrUq>9VN{iSi)y(>BB zz1y$rEWyE!xHffbV`3kg)cuS);$G8yl40r`C~V*3nD~r?d`)Rdk2S>j#V@NPmT_Pi zo7QlS%*GM^LM5X@HbU35eF#0vfeEa!j&peU7Z1}p>NjD z_O}E-Jfw7a)k_xm94?wwE3x6f?|W6hEB2ZzZw47?^~GYs4}iwD!_tYiNm^hPZmm6`%=bAnP9~a9WIn) z!Qny1jpj#e{2+JPsE4uPBKu!WxE&iIS!Kz8JeU|aIjiSCNrA40JVPyw3h$KGn41wS zWT=>5SaF#RnSW<*`xCfe$!zO9Xv)D>ohv!F2^`y=ZMP6Sz{c9oAFh!&3~X4ou|;$< z6QNP}O4n(y5OKxQNqRRMDxG)BmdG=)Np8iR7r&SgBuCSJ5%K1lRFy?K5_UzW8t(Hl zQQ3Ve)n8sQNxW;~>A5u1<1BFd#{b6KvCw-oGTX+I1*=VNAC4Sk z;e?K`v!^cMXZ%#)1x*%uPPawGsj%?sMbzqCBK}W>HvZ_4Wr64G75+sj76O)C%HJu* zLbjanW{)K-M9)Ngx$&2YwFO_jN@tkprU=@#PcT6VRr>D}f&1|icdq_N8=G%)EJjFVPpv=`2zs z_M1^$q$@HZvdl)lZzFM!+ei0*A@cUb!y`xjNH9TiknxfbVnYAyY|v&NCggTk$M2nE z;E~Vubc-nlVt;R~bRT0Nb*!f?@ErrnUwpn?=Q7~ECQ&e>n*onMS&9`c3@rb$V8&rE zu+(DOk6X{c<<%ck#w!?b(KD*zDP&-qJ*iLXDFfv};?qix7g!@?MFjoEYS=0ye$N9a~O^Hmr?F4W7sgdC*&%pZwoBMp% zG7xrQ#oy?a47e9~OQnf0aKyJu@;M&^qX&v7LS_J0`_$kkqri?slk}zmVABXs_e3Kg zz&}rtA^~%XN=Z8Tz%t9Jb0_Wth2}*`H{t=7yPa(1CE(tnmXkxL0n(Mb6?~3>;mTe| zRa0QYot$Fly+Gi#=&#omfv))P8|qgBd1fhs-179S(w;ajAs9?>?a0lvV)9XRgUld_ee@wYHwwWUN71j^jc@bVPhl)YfUGqftCz<2f=NWq(JGWERq4 zP?D0;PWYj<+wDYVv`D=@_ggy>QR19(<{EpM4KQ^Z$)5P~9OPdbw zqUo-$+vzBNN-0^sj*em4h0MLn=!k81sB`;6Lz~T>rSacs(7Kv@yYw{;S!x1y1MM`V zm8zTmrO0ruw8r;H_UFyY%bAj>%JQZbBM9=@~7|No;y)oxJe+m`f1=LGaqNy;r zQ)6oHPeoI&f?y<}i}lp{>vOHCs933L(yC9z)=N?46NG-Q^l(_YViOf+3m>0pEGP8* z^3Xba9x72^hKoa{D3}*|FP8p}g5c0l60Ms8-c>DfpBNOl_OnHoS5gpTViauhl$c)~ zGo5mqg6RtilJi$6h;{8ReGovw4)-p}=#xZWdRr^Uj)Ilb?$&`O6pWs8`4X!|@bo2WfTbRJ}lEw-GK1k zOV{TP(eQA@-@V^}4i{r5mHZ+aN!1g$?)VsNHO^ z=B_00Xr({HjQB^~A?2^$1ipT}>Edkii1;tYDc2O0X=uOoXsmypcz@xijz_y_=u?O~ z_CAJ==clX=u_PJL@GP==mPf}9k8pd{bOt`JJSKJS6a%3jcHX_bpMk0;*^wOz1pXH4 zJXJjmNThTn+}OgvPH~N04#fX9F})ai(g1*He83Ae;y)er`*V4k_~*L2Ondc!JCb{M zEE4!NINF%-Du>`t$=m2iK#fJtOrD$BMq*V zTzZ}bC!O`3=bczEu(I!zGiG6BxPiqj9yX2%btrwBVnL*8_0%RfwMYXt zvd!q49@W+pZN}}!3u(2E&G^j6c$s9uP?mi8C(gJ?7CGW=dS|M|+$!QWSf97^+q_pRavr(` z1eUbIRNyGdJF^x3o2BP{b=uJIx<-F4whiw-*sM!vBlJ^3o@ENH4c{v#QjMM4;b35M zcU5*fd_}%X(e>N0p&-`8UcDXW(ynTf3hl5fdE>0%-H!WByOmjv?a0eK&6Dt`9SUoH z)%K}$AW1Rs`Xkv6M9`g;XDT|d@rG;WJL66ac6u4UO6r6YIenqM5z z2db|T6KQw{)T6QF87puP%r@w*C{*@d6*t{i|6W*bSF8=gRgsbVENsZ27?B zZY;Z8Hn-~Y3q)*`3g>&%g+JbDhNgO*h^V_X_vdm4(&!`J1p?iW(V+cp66`^gRg-q| zz8-jOOgB;y>A`-t(Vug2J(v%;y6eZ<9^5ItrzSAnjmgW>B7>dXP#@A}zH04;gM zec~!FAQd4XvU@`}uDQ>=*%}qH|K7|pH#BCI)E9ysu%A= zliA71J!s`D@~$oD!L}u85%o`d;G@;~MI)jIA`WG(Z+G_~Bd&p!y{iZLoQ@@K{ypHG zT)S@}sRzTatz^TV_aJ=h#JN?YJ@70l-n{s(2UaCp(%%s0XpY+sw9WOvv`A1oWV#1c zil%?R{OG~EnZ}0`BE1kgGE{22q!;(+(`QMGJy_8+9jLRX7fSKhwmbXw!o)VP#>~AJ zBM(jLHB)+V?aM)78EP*KWcEt0{@jZOu4_5zOdo8&_04ae?M0_sR;s&wA4cM7jocJ1)~-D&-BWU3A(Gy7pV9@k6F z?1x`!>Ls7Xek6`p1Xh0QCvd!J_U3Ru_>SHGkjgWFAMczqOY8^WXISRF(qaHh)Uuy< zCJrD@@aXn?nFK*Ry|PXsV*m$k+P6m${fYOV%G{q0fRQ~*RxB8Rv7hdSl-I;Q<@Kp~ z9|!RJ-)SA`HG}Zmw&ufktwHn;zcRJ*AB0@0`o!Vz-dg~@G_Itk6-?p5KnoS*89Uq6I}F`b}`%0q}KUU1xCIfO$a$}?hzhLCtooFsm52({aSLRT3K;jVRQWti0v zKD~9QjWs9iLweNHOopJ4@H?DrIE3{h`)dB_4T0igKwq_O2v*;(E06FDVKKX1o&1*z zfv1^z2gbO#y2NAI`B5&!K6rG?b#uW{+%~27oQq9cP<;9s7nkVN;gJ-=j@%_VmCOZg z*TUrH5H2VyjKb`!xR{Xfxv<=Vi<9AQKHZvJY)G5(JiUvHXHVwUf2wlvVO;xp*mf@d z4*&rF{|r}oJk;+KcO@l9B^5Nx9`FIhS4ceVetP z-L>n;eV0U}2qh{Ve*4eo{d(q^&&)hC^BnI{uMS=jv3}e;<;ne0v>*NN*CZ)?>_h!@ zi9^NheVFs}gposQ9~L`|*Y0WR!%^4cZXZkfu;0LA==$?MY@^p?`#kN#E*Wmc^2dGn zxpRED;Z`4dzHXZTXx)cbR?eJ=w(P@!_K%?<%6({G^HJWLuMcOPnwG10`jF?$>RcIS zFQx{U3lGzKk%zu7TA{EPJLhRB1qHpRcjropU|=scpD_FN`ED;>6;Yj!zt@W!3x8bI zy3&h>3QP5_EA^tnDu0I`^F1ikMr|$n(1VYb$V*&tJ?QLXe6ZwY4`N{l;UC(AzXHCE za69(k^vh()=rcVS7r>=$eyj&?mq%1j3HG3d0KaAV&u(;Eo$&8VRX19ZL@yg&?na*O z?X=vmZanCA>wF>yOKo#?*2iR{r5`{3|*k zr~0W2TM`Ut7JXe9cRQA=(y0rx&(Fx8HtfO@Ya-%{dl!x;{yQUis0#&LuSb5+@50UA zzUHl(UHFQ*VWDMh7oN(ws?)xr3qSI`3dEL9tO*HSp+a@wMaV)zSjbp*B4B+kX7aXd7Oe zdo*xdq#ZjYjgOVhwqaRo!2_L zisw{<4Ysmcae8y7!{e@2yz6l=(0Zg57beATjhD9~Jz1Zawrs_KpXV%dezu^2Z`+uV zNGpDt-5FBi*@6^{UGoi-%{bN<zF7Il<_}>vrLpb;&-b25fdM% zTD(i{V_;gwKmP#*1{&@-QSP)%N6T~1OaE?WVDr;Y!h@gb==Z!h-SG|`e;ec+Og%)$ z!W_%y|4iw4w&?oA@@oS7PDuqhjS$$mT!XjA3&F`NAXa?wQ{l+pIFU`Nt)MU&7uQc`+P0(@;YpBbF9T{FGDx2 zZ>_=7s;u=okE>BwOQdFSqzX+{m-q8eRN=Xbuvbf;sxbfMp3T3GRAHmex6RT9RoK4A zVyb4k0vlq7kBH4wV6cPq?4=_WSkUt?L_xm-Lj~h)vJES6F)Q)A_VEgAc`mKM{i+=2 zHJTTFB1*BE_kqWei4vUdo1z@cD8+B-3VEhQrMS9h&-fdmQat(~@XET1Vtkq8K@K}m ziuQK*-X7K{#uTs5wu2VM=<>~Tm25*1mWT+-*WWF~#3$-#}n#J$WnIaol!8#g(hIC1@iq=hUL(Glwi zI+2aJA;YxJ=b5gU1jf0qxZpV&f?TX8xfZ3a zNVVva7JY4tRB7)sT+Qcko1uJZ&GH50vd-%~f|hVW_)c?<(?!(veH>e?Is2%PzEPTjxx2-<~@4E*p8gt;=}r3hajxEJ!N zl(9mgy-oPOuxAX6+}?jR?_)GvbL|b;dm;#&mg9V*%%h-R%TOxn#=$1dT!Ay{uYjv^ebMjVDG*56N&f0V0x<(crNFsYpb|22dPia=bkCKCs~Bd& zy>(yWH2!43E|n>IOic#-jGxYx4kAG*^XAZi2?^$cmGt6)KpD5qOwMC$4yrFBSU@3G3@mtTtm%xj$$kEo_CGhOl z>oNB!4$7*{O}{ULg%xJvdR}GV#?w;w@mM*;KAxysNiGGU$3^;@4rTB^ZKErPCCfo` z!|e*4r)A(Exh}B4x&jPEqBYvyRlwRuf@GKV6>$7!$DL>Et3f_~t7WTl6-0AoBy7{G zga;;XqPCMN;bxKY!c=1ooOV7JZ>Cxal5Erb4Qs1myAdgD?SEBpWxxC4PrDjeIL}@c zgVm4~bz1F@a2@<@da6^hrXHegJg&=Y)WR#7q?GICbs$)KByDMB9jF@}ggHhnBrfR4 zZhc-0AtS$c>9^ED@|Pu9$_XlHG#?+D)uMvS_XI=Uk5tg=t<*l!Cyt`@A9Y+T;5TcdZPip|It(2bGZSW8d3%d?HXVr{kNv2Z3CznT~QgIqrvCb z^SzSaXdrfKjf4FH4ZJ^b6yihwx}?rn#55MZ|@@qmm90i^!&%r#mB7^D}`ejO$tpFg>O(vSciohN4oP7t7E z*7&gLGy(T?ohob25n!qGw>|#~0o$ZHTXJp^;30P74c(0+x8J{4+?xQ2fm6P90R%AD z_PDUa2#ERf*hVp)0O3-nqpR1@K=(BKb=*J$J`<?tVUW}nZ%ztt3k0sM! zhRL;EjYNZg4Q(S^@@XJrQePxcP6L|O)%^=~G>~|3Q+bp@1A3>eO`p>duULc z@UemXmIil;U96aK8cfq#6a2r>z&NBq&6!gdKBG-xXaCY*i9TC$Yy|=RwCMvA=pZ4q*yi+%4kVeOJnINL+)~9L zgLpcOzD>Wbno5Tm&*w&4$Q(QTcjX0&IChjS@_w(RgYf^%-@l`B=3|VonMH^Ex4JJY z+UeleaM&}wpALL6htGtK&>`VG?DL$YLtN{T4Gwc0zx(y)&3|&@BOU3`;bOq+A?<=) z0t~q3sT3kE%77*{u^T*_7$ER>_SlRx1MKeB?-*3z=FbzP(o6XZ5&PCeYfgwmEn z?CV>ZaP-RU{L}JGP(2=$bVQj6UMe4>lr@=PwpJl-^I;|w%S>mkFl54hiGbR#CY=8c z5h|vyW}AJZ6Fl zd$hOo% zgG0{M1QWDN23}+~Gr>ke$Sb0Y35#(*%)N)0kpF8y!D);MR4MwD%@h+X7bNc)&og0q zrFyvbZzhO2S@7)UZG<=DJ0s z2$NgZSF1I`-Kgq~f!dsLXo|X`UL*X8S8#PZ-Uzk(jn-+JHNuv=Jo|T9HUiJdoi}&b zHiFDXvy>g@8zH#y)GdcgjUe~>F^lUD3*>V6-{~&1;NIqpYlnH+;3aBnt}4KWvs;}W zZ4hRIhIRlqRg4XelBPxrl5A+<`oZ@|mJO<8i=e~1*^uOWF>bv&8@|WXI4)|lAvoo8 z!aF@ST)ki?-(t)Lzdg+b)#hwyKO_=Iv0;OAaEwFZB{uXg#6$)=vcY|%qV1sz8`Sh` zqnth1aO?e!MMpn2l*-x*dOqj)HJ^T78OerA>em;JB(mYny?mBN1{+?xl`QjaWPzym z7PEzIEU@d5GP$^$1=fXK5`!&lkn7qJ>v)6(u~RC2WuAihHmWnoYV-z z8hdpvWjBK8w%l%)Sx)~<@$I87F~Lr2my`@YC*K>Wa~l9jZ_yv7Nb2^`rM#<@o|1S#&V&j@gIm->FN zoPa~K!3w&23247B@%yzc0n|^!-bsoyXisv=FEFEl-EY;BVK>hBotTPpJPj5V*1GNx zr2(Z+n>UbiZ+iU~8l{`j0Q`k?&u^|&@JJLs$s0@so(Ib6A*ocj>NSv}x{eA`W@d+z zWvSqF=<80hIu%ZQ6}J4Qk1)HuYGKDk1RtxT$5whH5N;s`TM`jY#DAQttVFn(Dnoa) ztAhxKM*{p0>p=RAy-<2$9mE!d%+&hT!c94f<|U^Z$m)rt(gJJXj*E_V`Ozxat!fqK zf;G^y|BaB|!z$ob@*8mcQ3L+=-s35iRq($@7x#PZuZ2A8y`ltnHRy*)xA5~-!Gq() zr~e990?N%+e=)3tX7A|<#=&x!zZQEd#l0M0v2U(FwhV}bpmOf+GT@C9dEYEl4pXJy zM>Gt|;e76|@O`#rp#R7HT(C_EtSVJ-ob)RJZb84K(=Uo4>#>=JRdF$7{?|QVT~`Fk zq$^Lp_Y^_vfi(?D(?wwP%k|_R?qc|x<#aSsyclF9MK+b~Du%?r(>~$yg|H$<-`&c* z7-lGrzLtUcuq!%I(z+lYNFVHOJY?s>Xj1m&!9V#hy7BDWtsC>;-y5B^={k8}+_!kl z%pni*f7d>9PA=e_^V}CJ>+`_UpRF1-lLu1i>oR=ADWJFaPFB&0Y;do*(LmIbtx;;Z^MURMOhQ6kW_LgH-MD{ zatG5QM@(LVMoFot|Aqw4IWE;}KN16CZ^xwftqzA$l~3sb_rhV*&fQz7L*YQJRwV}< zi~zB~8~ocw;~@Lm-rH-wMS!Y}J-)XOfeV(;_(wN}LjU|zGx^p~5Xe86L$(V9uCVP9 zXJ_1?{fB7aXPf&l_hetbB*Ptat&i+p?Q#ut8!m;8AHD(MH+3ej{`7(ot_**t^WNZl z>ttAW_Z<-3JS@qz=!U-k<%rA#-bLTi4qEeOSLBkEJ!7ZhgWHx`RQ8rXMBT?(?=;D=*&2DL`nPsRwjiGnQwiDarazg3rqu1;^kgRwpAqFt*8>4n~y+8MIna+ zFCvijuR8R-W(0nlJhj*~6pmLlr=aX{I4V7A$h(mrgTuzAOBrWlkSDrSR7)rZ|J90I z{4Jk^DI)J>YzGt3S)MO%MR+2Hi%r%098JW40E+;#zX{m?v93v^Gy%oNLtnZ$CLsL_ ze@f!M6nwU@Nr*^I#W=P7*Fpwfp>fsnBZILt%o{Tq=~GR`15b4iHpHgk#8$R7k4qXZ zo=Ho;Xp)BZvD#Mr3TYTNd{<48Ck!Sjf9QQGsYej zknm>1Grqbo63V9hty?vdfk7S-?{;$RyVoCBIHF3zg*q7?Sy2)mrwSKm&1Rxu`OCDb z*O@qSXU~iWIUAdg_i4;L%|=-*Yq)(i8yk+;47nj0e--2uWhayI+67O6KMNFm74(7j zwugep{jRBfDWl-N*PWBOXI2+5AEi-=AXQN{Jj>mK26s$_I ze{}3!E;|1DANy(_8IOOn6-lcgV`yHR{o7bFPM5TeYhK934F}$$g*6#J{oX}{?*Z1j6`q}E^{8wYK|OJ1htpt_}0+rXn7G+kA)u;Ee;&JdCx|EHIO zL%$U6J8Nen#Uw*_HjRXp?wQLIOIav#sVPo}px`%$A17>TvT&ntt7e`*1^bU>>b$q7 zpvZXi)eQy|ELGdAP#cwlEVu4*e?AH}{^C4=PUqm(_sVHM>15Pane9=}B%{fLa*5kd z$he?hc!6?-jA`H1$>WA(e6mx%AtHu?tz7rbTklbDhqS)mDk}=w>Gp3n+DE~JhErxw zH&RgBRVSkP2N{!&87_+TlhHUJ=9PUV8H0D_=$6Nkkz3eHbM*r<&a5atc=ik#i{8gZ zkPnd2X6WtLxy@uWx-a}rZ7Cb2(#lM^9J4U(p>FIU<1DPW682>>Asd%gT3E|@X5)nC z%B4GOGLpYU*XNPRs8*&K_W2nZ^EDO-MMp9QxpkH~8Iv(5&f6@tHVfVNtlRuKDGPTt z$xrNkn1%ARhlcmgWuem2#%xwjHVXLYWUdI##^?2cvPYb(V;ban~@y~mS`H*mp^#2NMTC-5%ML|GVUKUn{jtb0PqG0#&7_y>11=ZLFvzKKl z_h9+B`}3p^D??Y1ku@fm^2LOL7mL*$_?X#feX&q>Q%5E)s?1G$1Z1O;Z^xB# zPM`Nj#Cyyi&BnC%Ml4N*Y@AR3)$6x18$F(EIl*_5jGMPn(3F*h24m6hnzOTz-&-_! zXK4oZH3{9!i^{+Zy~p~hZW-8{zp8a`R~Fu0({a&WFbgTc2MxEJ;^g08yGK$B319yb zJ?|=(jhjNYP>m!1GmeZ*iT)*~miFP`gF3*v_Nu*D>&ftHUSi1an^V7YVI6M*SUUVo8 ztG@HLnS9GYPc_@w-<=saXC7L}!->0pkMeGFYAO;LHx`Z3QnC7~L(7LV8CW)D8Qyd# z10BY+cMlq;qM)wsk^L&E$h+#k8kf;46ni-#&ibB$wHw_&I(H?bNK@X0b@9o_U#A)5 zXqSv~Eqd1PeNvDr_xqN|C61nv>re6gm#AoRl6BYhC5FCL<5{vw!1?eT9rLXT_)WdJ z|LJHv9%>%j5SHj+b zYb!Rg&SZ1&WX;~Qy1}R_H?B4GH3$WE|Ku)+cf}9thDs&pf^Zx6-XJ^L8N9Y(%{hN= z7xew`;@IC6mYAX{??MT)z?6vPeLl0!m|`JU+p%blBNvTxD59s(*W|u`SKe9BwK)A% z_M{JpuKF-vU*!$D8<)zT{Co)1h2Si?n#bU*qg3sD_c=tx553z4FJP{0*J=JQkzjE& z@z$^KNSORFB>LSd8r-j3F3QS_fZEuTT^XiPP+IlTrvGgWlxp30)0310s)mJFGGVW2<}Y~S!vC9|mr67_8p z*1sx(WfM|(k!ul59n0DI?|2bhACk=YKF@gvs?}(@ca*@DjZB+=S*4)qE&IXXNg4QC z9k42SPznw=pKYB#R|c#2Pax<@V1+0pq-MGHG0=QMaOTV8h zhbyf@sUEErVCd53QJr213mtLoJ@)x*~h0Z;Pz>cIB+fztuhS`d1; z{JuG?4(^N(n63V=4wQW;h1b*&m^|Bc^mwR%iBnp>H>hxGqi$5k)drAgc)E>SrvdH~ z>BiJ`4KOS7;M(*U6?nBoE2H%rpuSYU`BZWP9Q$$6*5qshq`6d!6|Zf8e}xky;ioh( zAVh(-n+DfP6Rn@85^$+#f9w8#4WN_8v>$dRpvmU@s}w#0yk}e&&S?`+tx0in+eC+d zYh_ZEE$Cn!_I~?U9Re;3+z6g{K)}6}Im3H`1lVcp7$Y4eKw@W4aEuxqXjU(W%iZWe zpSk{U?`|gii}|J#YE6g1Ps|0sD;(Y>a{gCnvYdGl2S!`keKa z4o*w0A$`^iI7Chgl}YCC?TQUw?3FpZuJxWb`yUfbxhB6n?`1;DXiKJRDHA%S)hx~8 zn9$^N`;rKUNAuh!mLm2yf;F@9=LI?oMn8ON>91!&Q^Wh%_jN4LX{V8WsVrFB*Bwt{ zaCqkKn38iXET|r^z3{P%1$yd6v5X-Wm}&@LDj#FPlEv^u_7q2+$YWDD&w^VEJ}wKt zSs>6=w?31P!?P>jD!dV5L%AM%K58R}PiM$1ByVSfvA6Wxs^~`0I9HI*NN$AhyKZoE zad@lR{rqdCg&g^qsyla8BP=#7|6beB2u@bN53OQ1LX`Tg%%ye?+7b0r{f*$EG2A^k z(g-P%3OtO-MrdhyYDAuE1jomQ6M;V);phCM`Bg3!eE#q2vc3R^Pk-H%E-T7{P#?=x z{F^xI<*7HEl4e1Eujs!{1s15Knda5*;mpSjwr1_)jCBRRya3Mny1y3q8nNK=p1mD6 zPjckEzFTaqSfDLf?|AGyCy#zguQVN4ppwAOl)23Um({i|BKKMFe*gdg|Njh@c|28J z6owm+kR(y4M5QDoREpPJsmSnANTrgZk|`uA8bncMNfgSI(jbMDOm}kUd(SmQh!AN+ z#drSNzjg0A?|z@P_gd%Jc$ZB5iEM(T&jY*u%T4g-EIq=#(S(L7kDaxtO^^$@I=3Xd z38^N=uhI&d5E5qP8vUpV<$@0*Ctozd`O=0sx0)vSaBX#L8k(SfZ*JQz8P1)q=y?Pll!L4-m@}`{GGUOD4*91Z~Hy-CySf$5o*wcL`ob>u!ryswo~oAJ=Z&?ke_j8(0wHkVpSogaG3Pj{1CmRD!& z8zg;+Hg#?L-i#jV-dck{%`n~c^RC)V3Jyrgo|loPKr1Qrz?eJ*;h87Qdz2~g+wQK; zRHwi{Z|=-0Eee#O(fvT5g3u1-cS*(+*gQIUH_C#7<(E^!eQha7Jfq;`>PSIb@U2yr zZWI{1k4)%zQE*l0K~X+VL8ru-G>HHT0(|!#`W8mPHSZGLjtdmRFd)L>1`%&DWC+^D{3`U zU~!4sep>17t^O1Jfht~j zhIcJn#Ti>@7+QVvOQjVJ9~BPy(B(;`Vb$&fge`{#NfDiH)Jn!R zVz7h0#&dClX!1K*y{5 z*9XF4>B!r3$;|sE9RazEdmS_A(7zodLM|OfiC>l17SfSE%Q{{82^}4J4~-=&>6mzV z>BG-jIwZejxpX&?eu>QG1AVkxA?)^L>K@gTK;o`KF=&8Qa+(adIE$`x zbr_(W>RC|yk3rUv(7!0&0=3z%JiX?$z(+Mc1a=G@zHQ;8<-)*3uVT8ACj;rX{kBSY zGw`jmz2oNz223Ld7k&yRpXW3j?X+rvoQJO?YiA2&p9Q(Rb8f*m$p@u{DGVrRa`$K6 zVZigG)aTfI25P6~RR)(bP^9L*bkB1JZkSzvrdiFvjAxry5bqgqzJ0Rz5RLSAL!!GS zvjy5hOC70J1`JI0vuz7okof7;me|KFm|>-V|3gI!V$>z+E^o+vi;}}f8d~tq+Oa>6 zL9RdQXZiD65E|9+dwWL<_ygxG*M4e&LQ|-Q;xPIDK9>zMezhQe@Z6%W|61@Y#pwLV z3?|-A95(HfV8ViTan%PYCQP?ztQE*Iq2*I(-XhP0l2Mwy9k;q{3X zOPJ`Kw>6j`DCsm|f@Qkt`<{FzhL7a? zY%gSj-gsJkLn#xP!GVv|pD^J-IrwPKb5g&-&vN`F6Xy0DyH8b2bjUbw=GBt*+&m%M z@SchHyR8ymHZeg<_CH=iV`Bg7cAH!#6CZuFMX6kJRdeW%7cybDt;jOEjftU2V@g;j z6C0E`Uj98y2uwaqc=wZj7ygUcH$>L+(eg2;uS|ULRkyeO!Nfq!@~dWJWL^0Nc}9Pk zc;t1fKzkYsBAxF^>S8Q(dexm?D9HkzhFZ(YupoOuT0u;Xh3;9|UE}jv`1XDGlMy8r z_HQ)3)T_dRX+?r(>rxhi+X_rr8f09(L%mUxg~~f^($#BN$k7ZNFV|(^K-tQHhwE8* z8Z^|Fy@7?OwmxR^W)|-3*js-MEG#W5syuJW!io3(r6F5c7^nK=`0ZffxK7|LFMAf8 zI^v`EII-X}ttrsXm4%;gtPWYZvv7>iax~u0La9-nncg85!YM+Xl}A|^dpxMB>dS&z zkwWWjcobKk!ZavzNf-uG}8qNgn0e~x4!Y2mN(4;NW*>7(ZIE|b1i z*CbM}vB2!Ck9vE9g;lC;Co68TkPtVquQZi~8|^B)?q{-aVR-YFjBFONSgval?y;a- zeM0$C0SmF+5wp)0vGCjM(wP4v7G`;0>GLjUA=5I3@9~0#$A2U09bd8FP#f@UTMY~O zCEoW<-?5i3J-sZn+z=ZlKC|FHZK|*33k#bH$NBZ6EYu$QQUCfU3+?hF z&z_8v=XLM%{RjWZa}n>kb!R#oG8;QCB#E=}V3W{4b~YO$vh4j)bJ*yqq1pw{V}s*R zZ{oXvjqS`D?SqThu(5cl;<}iPXOEsp?OMi$vP$u|#R@i};_~`8u4W^2Mz%m_EgQQp zq%|yG$A*RE&F9L7Y*eOR%ahy0M#`F)BncBXeCp3#{Aldeoqqa2|28)M z<{r22*vZBR^TVdx-E4?=?ORK6W@AH?t7`2YHZoKlq+fWjai`LDqWAzCKV7Uo=N@Jw z;-`r)&4-OesT&%v`>}C<)4CVY{%pMN)XEPFBKhK$C!Y#sW1aDm=pzwqTo_aea6iw+ ztn7IQ9b(w_(5POqaG6>ONN zKMQ#On&eb@bnw+1HW!!07%${gqyJ!)!N!a=RyyNVih4)pr^3!bgy;BAdY zYLONP#)5!LIXWE7E$0NK>T}>pm>rHc;$WNK6Q_&D94LNTXc=nCf$o;0`X?}>!hurp@5Xg*9IUdcc&6#eLHkkF z+{IoT{JZUVeZDsbPbisTvyXEy8ok4N>I4UCC=92cr#U#&lw~m(%t7~W{q> zwNh}7gYuD375W7ZMpRzUue-#-kk~uf%2*C$pK8mLUFYD^bbaakn;e|#yD4=$g#+#R zHzaRna3Go-nsMb02k8>hzaw%v*e%t;BF&(gWAu*zF=|B zx*-nMsXVlJ{gphoTPm7Qe~^AAZ;lp?aS);*6?yM32ZuLjq-RXy!qfD-mNdx`b8FSn zOOjj^X*!pL$#CJN{88v9$Hn#Eqk8)lxKI#(tKzVb3$>T8#Vu92_;|Z@tDzbfqb@os ztCn-|slXszWfd3Ndn&5uYI70xN(|(uGV4(y_>nnzbj_j z3N9AySsKN%!hw_{^S*j#%02MNV8Kl^?FmapmIQN=bgI zI~PrDO5O4Mxfo#o>AHA`3-jnPZs<`i?n^e-ob=`5jkoc=!>72ows`D zPU0e7t2%8el?%OF+E;&Oa&hzRiLk+JF3yiD`gYypB4$3@Lr}m)a)hTHy@-qcwnWrD z;zCv4L9eo$^sAJnR`!C61wKdR@?UXr(7I(RvxbXOi>~3scU*{Dm$zST;DWNml@>wa zVlMOJs{jTUYrT&Y`mnip>@%3=$>(DCt8t?mId2(keu40LuMbjFzG9BH2Or= z!|k%U_5fM;s$f0!VX_|irJ*;uO!H zhXG%?VQLT$akHh`--hz=I&&tiB7%oU8vkCEp65a9;jhB`F+4b}`I??_m4~FV&sP%S zc}O$r4!M-b!@jp|N6semV7Hs^d^(*6kM0)Bqggy?gg5K&%i&?RLftZ_JRaO1SIKRE z$isfS7gMGsJRJX0Hf->iQx_j zNbm8OSKiITu_%{m5BqpTUoXf{5Z8_^r^ZCeVoNb`1 z#K#}6nHnop_^_Y+J5OaPA88rCrp?pfLul}IL_(7fCFbXjzgm3k^X;a8)8XT(M0-`g zJ|D~P@ryf*_^2{rW^#@Bh#{I|DW>EaTo+nv!N=Qq)kk00@UijH3jjhuy}y?dTRysM zA6wtEElv9E}P8DDtJQrpCKKW^_-8wS7PC}D*4d& zob4hkiw}=+?u?y0J|-{F zN6iU7dZy|-H?;GyF0rO%Z5JQ$dn#%)dim(S^tg1~);>1V!*yENH z{^tiD!#}f*jgIjlTame^?=K$r0gD7=vopqiOJ z^SPV=8M>+8iWCHBOG)g?Stx)M|1vXGRRG_XGjHP61kgzKdUSEQ0M2PPcS2VQ(9@|A ze^Oh3?-qZ;59^jRL%B2;OS5MS#nCPDWeI1SmJa3Vka9mQt|y^(TY-1+ZNp zk=u1hfCphciGrg7$mQppr~8t=6O{bxP6<$UaM}LKKmoSwNZwU;Mu5?rZJYDY3gC(* zt8PaLux`#wg`3d=ytJN}ynID~f-#NH5pe?C`%=daNDyE;VN>OkB*4nsRt27E0=(6X zyy<*f0QnkTr0rb+4(>BMWp zG1&?M(nRhdVy^}GJP>nfqDFweHHArE-w7~${zKNM1_6wgJ7={~1Za2gk7qLk$YN?9 zZDI?Mn;5>bhA+U*H^%i(MFQl#Ty9p_LFy}RPs{!&z|7|*ElHmQ_~XL+adm)e@1Ey`03mbc^gB-q@OZ-W$&ML9?6q4zX(1uR(Bg_3 zV<{oF#>)uxWrgs~QPo}}FNDH~Lav6Q5TB2%T%oEg#Fi}AQiUZ#-1x4qH%DEFNs;kw z@s&cX|8TSV-)bRhs1Ka|NsfNO150m`qb7rs*I_6`+tA>amQ6xviu9+dOoTAhj-)&^ z7s6hDZEupb5S&!{P*Y2O+eamwD~{Pl$DSMxCa6g&6;S@rC|A zA!cc5C1@TLqH*`CrHhXU;TD*nHUF3pR%$iTvrh=ooL4G2?X(c)UK%;Sf`pi}JZ8g} zP$67(ecpCQ2vKEFXCOK+#NFc_@yr-9mUU}rxGKb=E0x_<@j`gGKIkh?6e8s18~(#& zAyoQyzQ|4&g729bmz*U;Px(prYdJzh+{@9e+Jn@C>Xq0h=R zAspTuAmo@r*sgp|li&(*l5lwcS3sTv$Mo&DRv|u|IQG8(gAiVh#~2;mLZtVaec<*9 z5g57T7iCb0xE_spZ%2ffn7L_f#djer&4;Z^e+%(ZEAYSje}o8+f9RYsCBzbOx6KJN z3G|yhopxy!fyvKvvcjba6pL?`@SjWIWxm(uBl8K=8HSj+DG@l7JgjK1Lg3yGt#-?$ z1QeVco@~@0U_8gCX00XxiBoawHP#R~%RFPeNSA=$F5jWK>j_Ao4BS3z1A$HbT}D&J z1WX)KuKYG7;C_xL{ndiN`pS8^{Wb)=svS3W*%F}j%x4mI1bSTwAGRZb|BN})s4fIr zcPOOSxe=K8qiOF3l7lf6$IvA?eA=b^G)WHq)tymGNsj%wMDgvD1cC}|b|eK5NH%o| zjSC^L`^@I)G2sLfhojOXBFX=^4p|3ZB=C0KqR7wc1da^cnfSPpz;Br=ciOZFX!poY zTtcvCOEC{*vU-HEGs+LUM?`pUsU*j^j&FP%$dL&1{%hz%%NsbCj)o&^!$DbIf@p&Z2tBHn%k|al$)iImN zO9cEo`bx9Z;zXcm=^I@5CPHMnyoSp!5mFl!Id@V;*iig5cYh}7b8K&u zLbeFf1L1Pjxgyk=IIroHY=z45p-15|tQ;&t&J zfvZX@3XEFjnl5dH_|;ugdK#_R_4>w&)taqvdHtqk*_u|Y^$TuZs@sZVbq&><*0*B$ zz_tT98(QJmwPa)oA%cCVyOiz+5iSni?BahS`DAsa%fE`?|EkDq<82XYXC7W?T}*QH zs-141BtTJIDXF9+g3}DI<2>>{DXMNWUP9i7$m4nqJIHf%+vec%b(BEt^+!X|nj%Pq z^#4~)-sASozGl}!_G|8u9I0z${~VgScYZAa7qP6AC*-`^KKG*H_Dy8}v`R5l?5Z;t2v9rDIIS)q`z=;dcY=&FZK7G-WBZ}laP-prDk@LJxWaH&b&e7I&*Lssf2|Q(W)fie5$cts> zzdJ*a-@|F!Lr;)%=tSOT5!vtZDw2a~Rs=?ezC4(6C;N^X)IF1&j{$#mXP@6jAho(! zvX-1nQYF*Pm;Dstw97g3k}>lAl;M}Pp;3qhmHTKGw}kL_mdgwx-@pF@0096043~L4 zRbLmzi$WBlBqc=hN+BVnr=&umR8lI55(#BUlp;SBNkvE#N&_-QndjWeaPK+SkW5iB zHOZ8ecmH)i=bnA`Uf*Y}y`Qz+txAQS>}UZ`dRkc0papNOHtpccR`})S)kf&6JkC-+-H5Ijq#0glM8B?YlZ%87^B<> z+atMan&&pc-0Z}T&M`hR?gc8_74l&z@NG$63Lm|SvorVJ<|AbJhD(oa`FL>r^0Tcb zeB9Y?e(KU{K13^jDZ~uZ829?Ak=;fkG-dH^ks2DuBxLmY*J-?xwM_DirBQcAFf;xl zjcejR8c;{v)hBlzS-ILUy9K%ZMPLTxPXT4r3>s8jTCHl3aCmIP}mpt{PmME z3cLrZIp>opEGsr;{d`VAUeDcSqYDL&ucO!0DGDPuMqN8BDcFWCo2O?(ft%>Y@Uo?_ zxX{8N{vd^)i3ih+H&E!}1zoV-L}4=dxTw7;1={{`@t7cmq2j{H-@+7F;oE#B#mIa{ zdY>jFC`|p9?H`q0k4r-tw^O zL5e|Q0uTM}!B4av^U!*<_?zQX9;_9;TkB8quyc+7ybZf}h;4b?5o^f9_}8{#cXJ*} zHKKd-mhxcV`@y7RjEh&9Kg&%DxG0LR&MFM$q9dnK1pZvar|gJ3;=_gKVES<61}^M( zx)s^FaPjZ(#|>?VxtQvm=P^viwYqkmR5;3oqQ`-{8cQzXlDb6Vo;KjD#9h$<0WK)B zNh4Ku1O9D`Kdri(i~1qA&bZjQhU^tTPd`I!repcSfylaA^aI z+g_V9XLB)EQU7?tr3P4RE-o1jYykUbVZci?z_u*2`bm8~5@)|(US3s?KGE5s_rvS4 zQTEo@t26bO;@{tHC0387g~^h)rR(uR>Em(Nu{x|>eeA5=zdERPUk{cMs)vQ^h@ivT zdgS|1=ajD0qm^>ge)*~%@d23{FSF|*YjxW1+=>QlXjj>ry|Mw!HIvQ?)(zNLv8!9d zkHldew0W$u0mqL16g2H`z!97AeQv@;rxt!}mj)NNg5O-*w2_M|Wn8|E6&It{yE0~Y zaq;f@(m7^PTm%?x{jxWWi>_<^hrKho*t>>5EIGhML$9OkZZRI-PgMV1B*lY)`UCe- zQa6lSmW@vj^U$;B@xZkL9^x18{X7`RL(4lO$v>nHYewRFmS5o^EBbBgb5e)q^Cb6I zM(_~m<0{Cw&coMAJKM{lJjfS>zG{i)fj7FO?us|5SHH~$MWoJ0x*ncxR-)j)(?BGQ z)cLoyV;Z4ZJfuIddDDH12fh3aO-5us$>)!LWQOt39=|1a7g=v^eYv1PFb^^7!ioA^`|;rEF?rPCA`jtuYwno+ zM>zB&s)cUyU?}q6=b|_su18oFzNq9uG0*W>Ljw;9-NkFWOL!=95Q$$zp4;xr91$Yl z58YQ=BT9JmhBqbonDVfx=4s}~7d&Vd#SS^wk?)Ql8x5d&*sdM$cB+tv?uojG0)$U( zw#%a;5^vDupd&skvR;AvSD$nqem5V=%>fBS(!Y99o?J;1qv4G0tLBp6!=S~ z!|hEd+*IrKaC4{dzpgHa$T$iLL*;vyoTd=2UW-LQ!MK zSSuMP82_;^kEY;dG5j!Aght?h$UN9eLG@$lFWH$iHs6@V3L2rXZcCb0SPunBlc4&b zdJ3Z=I zAy~=(?ZQno4*l<`+O`r3#hP_>$KkHo*pEw6O4lY)JQ*Z}JZ1@{vPVl}EX z#)eJT92lnH=C_eyvW13|vf8|F6a|$aOKEWp8k?HuPc#>k^FQIt!f4_b%dQGUg*j1Z zGHl6oBwU*-_err7Y4l9ZVaDmx@M@L+)tO6SmG<>PP89{&_kQUjTne9Ll=rl~r!cpq z*!kHl3I;nuQbYTRFC2~AqD0nzVqSJ>?=A{zkF)mI5dJm#SM`_ukNDd}3UlQg<-qp$RPSX;5^uo@sq+|%lXMhqZHOJyBBN_M8mwl{Y30R!d1h~4Yj0^IlAoP z)txi~%x|Sp)--lDdY@(Qp|RnZQ>wBS`!s(RQxxUpz zFD=^}?o0|oO&2aW)Dk`OPblsrI)t<)=Iih&>@{`MTiimSJz#Ix^alzaJ6$6CNPfI} zwWj!_9@efJO{)Gv{Pfr2&NqW3o{1}eQ@>Nlyz#^#@fQVcyZ)Q8;}o*?-B};`hvavy zuS)1Ng`NgUjX*&f+IJSLJ1b11DdMV{EAjp3wqGY5BuJld^Ie1%-q42e5JgE82|jU;(6tUsh6l5|^pGD7KOerkO#qFhN5!hPll(tuS9`S~gp7-txl}uhM!&Q7+!f(8 zB4#YTC3}-bl}1*h*c}?T&2DN;-=$%@wdC*cJsQ5dd-A?Kq*36>Nor4`A#f*?#ZRFT z6R6%@`;x|;)$>oidqwKU{+vK*HjSG2G0vMj8uNelJSJS9tdIgOi z0WSwK-qDcySkStfa70%oFIGW=aC|hhpIAXS4%XFHEF&DZiq{@k zL^x)BSlBH=ILhWnP6`u_rFP-Vr%9iee!59~G?LWqwiZVJZ4&oIpM-Y8;jwh*FD~Jz z(b;TNO*oP^`BuCo9LdY~=B5!2t1j&oiG(9M_NC-q!to>D)+L;9wE3hixJ)=&_Use% zBOGarmkRELV*&H2-7&(^qM)B>M>r1j>knG7XzVdwuf4U7#$bb`yAh9urB`#jb|Z~B zZ}sz5z9;#Uyiy_GPQ%f6d71P_8s|27WzG3a<4m7z{B$3QbKURrqeGW=RCu^rj-96Fnshq(_V(T|v{wzM49Pig;i0}~;S62RXE+6I@ zmSqW&d>m;_F2A*akHPs7m0_~v{c4NK3rqRnnq(B8Rpi4#Tr1`@(3uo@+E!yP`RHNuhuWBG{x z;XwbnNBDL<2|oIe=;M-LZ8)nDG6fHQ-x6-b=1c!}{t<1&;`avE!^9i$-)<$IzEmSL z9&EfLCew%;l%>!3;zn2x*?NAHZ$wFQnD7^+MyQ|IIq%boMjTa7w40&ch!gld_cxml z_PIj|d$@e`&w8}iwwaG2-#zOzKk^airmnFol8<|vJ`ep!;=}*sNaA=Y9|!;LW`0@0 zN2IEc?khV!Hr!d;tZl%@KDWi%ajJy>QgE9lskfDP1-A*aiJ!TM^}cVW@yPD0gK!*; zjB*Q`5mE=jYiIG-tCPBT+HNMlo8)VI+BN%CeEjPF!TL0h57!+*U3R3N+8!Q1(@D;o zj4hUzwR&hMvCf1v`|(k0^?b|MFT^LZ28YbZ`onG;*SpN*qx8?y)*_O}$)6t$XOen3 zYdR6fFQO6NCHiWBBL47oc6#P%a<6(Ae%A62jVZPLLy-;S90?bl=d_5_S&x3*xB?&f z(b7Gghxzad+4KG?;oTjU_KI}t7sA_$!0^!k{?L3&4Nn?%54bO|@emCTM z`;_nE1qEOU-oB89w#bEHZ_D9kss)ZO7sd_1K3N=b{Z+LH#SBF2xpZ(s{SqHN{g?G&!)?vb9&%b-A zb?E>0*zB=f9hOSJ@Ty)}2b05Iuk(9rVOr4iwjre!mcf+xHrZM{7!~#%ZRTL><+N+r zJsgC*)s%`gszuR%7aqT#3vcqvzQJZC~EVfk5J zCKGyYD^p$a$!~Q-gKz~Ch1XLIovttuG;*={Uj!5N4~@pcW0;7&p`0B!p9yQZ*GHQd zGa**{HMpgXfeBNsD1pxm@Qb?7$$e#@MaML9#V7+(4LV!Z{xYz~b49dKIRiHixvtY= zGO(`O!BCUSz~QJ`pOq~PoU`FsD0DIKre%OF)5pL{!%eRGE)2Y^)bd~L$$;<#*Kzqd z2Kv*UES9;%K+keNhR9V0yrM0#CvP&)xMZX9P%H!DLXJn;A2Cp!-TSHQ7z6CHqmq;x z19At}D^#6jAh~*7%j*CJd?Ti3J`G{u)`(qjbT|VC3yi%&?l55Mv}oy>1j6y9d%z)? zj9(JG&N`KWAV#J#a>#s_d|zo6GO(&rDoL@D0lU=!@8+`^$SXhC=R)ETh&s3U0Ey#; z*sZT}iQW8lDxHHvF87!Vq0o~87Lfdw1%@)wjckl)Ij6scjry?ukx=3qMb_x%!LR?@H~w`aiXheSwOiA1EbX+oO9c2aLXqKn|o_e zY@IYP_j?U)T6y(pP1NA5e1p%+@)`)=IU#V~yat;MTm|J9)Ihz?BdW9W9p)`GmbpFj z4o$S?>VtvrAik++IxhSj+5bvKrw_e@lBnuLqSia?Uv|38J&OKFy=pN~@E32yT%ItiH za$qHRhj;s)Fs;OvB{}sQ=2v2O4m-v1V+D?yH>4(CsDQY$@vXQ&6=)505dU<%0DBqiV$}q7U!3O^`_uf~Iz|gL>C;iLOyHD*<(zvCa#{ec5t z@HGmKnfKjR%7JBM=Y!vd*?7_{eXvVE8^*@XUW+@jpwwkhewCGl*;RI*m%PeC?~(UQ z#LP00bJKN4MpPz5O-@UloSgwVAL>@ilUI<_?%>p>q(g?z*wSW@jxh0U-_NttV4^p^ zuD>c3h2oJ1oAof*T|O0+sdr7ajZ+cw!uQeik5mlw z(NaklQjwuxrnB%tDwgfha#y!bLwCS<_QcF|lwM-wI4Gn;?pOK7>1SyeUb~cIv^otN zb=!Fk@6)iRbAFV|m2_;>SbI{$HUr|XrEJ5eGGMG){_(y`7JMgGjaJCcpMma3)9z7Q$JT}7vbJ3U1PuhiXl-rrhZDW7)eJa z4kbAk;cb?vMNDB4=InKdS|eS8&gyf$vn)!`SgUe;=v)alTNG+UGfFXM|16U^r%P~u z?p5z6k4oUQ>Zx>>WC?T-F!LG;bcMc?hqPR5ur7h_P%J4wSPjQ)e zIg;viH^z&VLGG)8;}M%OtowN5;mRViAJ>TWJ2;o)kXKSpQDr$6%4N}~PLzZ5y2JL{ z)^c>O_#7pwQjT+rl9oqoF2^5FA%*3Rg$hiXo#-6YsX#4T=VG-;1#-H>Wh2Te;4={2 zlX9gJVYlw~T~)0_e!W!0Wo`vLoYqMeI8}nJl`F8wr4swLmo0Y@s{-TmYLD0@RcM*q z=$CV;3hTGzDf?Sg;X$*@{rzvN@ST6db%R1;%+`;Ma6=r;{P^k9~W_6ju`; z?bWiM^dbE~eXeLI@u3%Ir~DIbm{5w%dTpo1#9{NtmfngiROjAI+xj09@e7td4oYL< z-y80U>VFKVYpQl95+9p!&wWtUmVsv`%$HmS19K0wtxkHz#4e+1(UD~=7%lA4QQN`9 zluQ~+)R2Y48%qCZv@o%vYvJJ-K_>P)TfMM~V&bBt?1~8;(&yOB+o$2gfU$zz@V9Bw zx5OOzqyLhLntw-h6^}CUXy*BmuL>;G&bBc(=w+fKn3mDjWTHa0&C*Pq1*=P63_NNr)#|#<#L^}GTdHiCI69uFm%M}t zRi^l2nGY<)NAdeT?btZ>KO5;)7g%Vk5oCQyVq$rDo^2nCftyBI^&9P&$nVH^{4mUf z)MK$egB472KNjhlMf$nW_Uz`5Bwiok4?0)gu#m;vA3J*m3(xG8l_mUHC|{GdQ3mfXT-#P_6*-&|mjBkEyq-t7M_63pW znl0%^ud=}%l~~?#i#!jjmL$z$A=gpb(OrW4KHuflx0nS(Uhkb3%A{|#P#b@w!Gi5B z3E>&KEcmc39p@Xf@F?m>wa``;ic_@4#&@zHqR86Sx0i*=YZklcLoAG3cR7>i%mOpD zTQAC;?opK+HV8LI{qJ>lT9j7@oz(RVn(}MTIEabHBeEx2dg$!Gpp=<#*1cWPx9*VMYtzuW+ zbtyK|=c(=Wm1CoWTGxDZIU5>ULl!&L*^vE^P@un-jTaNTtCS7dXq$68Mcjl9IaR*K zq&aymnOFUJHye^4%1-kRuu*^9TBF2~4e?JV0xw=#@%h8I4~ywgJR+IubJLKhoB&e}(h_p#wNXO)TN z4>nH9xb0Xs!A8ussTR2z9E6D(T%Rezf%_5O>V63h!b7-^sYM)!bmaP%DsYf{cs472 zB?rvAD<>ala!?aADRxtzgINPLhL=FTyHj50wVeYsfygu{-{_OvG)a{9(f)`a8JJB8d$gk#{{ zV7E5m5IK-PvYc>Cs!}VY35Vg6ZGJNeM`BBj_1AHtN1sYn(=^d5N6f8Mn1hyu!SX4D zW9;ZuMg-xo)ABApOE_%8FC-r%9J0@%uWTV4;7XFt2>U0c z^WBPr+6y)(KG<@Qal@Ws9O0n+f~S4%3Bq-QF_`GV!Bm#1ccdQ&0fjTY00030{|uLRJk@U$$7ME=kffrNEg>ZJG0KWil8R^#5``90Mp250kZf5Q*NV8` zYhB#oj#5-2AxV*jQht8lzs~FXjPsoLIp=%M^AvL@tmv&w82p!~Mqx8?PHjx=Q5O@3 z>&xFo^)eB8+a*6>hzZAon+_iO!o<4mVSns?G9hfe-rs13iOXWU7;8jWIO>}GS9}o* z^EVGKoR(%GC8BxWkOB*q-(5tw$}D8fagcwe$wKF$-KX;OS)evl$=owx;oXu%(~xZ} z)EDg#^0H&WB-Z=1t1}Cfm`~>{-B@t>vwZ%>qbvx{b&*u|X2HO1_`ni>7M}VG)d~i& z;HH!H{#zJ19-n)x{}!o7I3?7(CwcPo0`qSK$O3ue-WwoXM*Xb3Ko=^ z#pmDEv5@%su7FDuIsRVqO?(Hre)$MBo=b8F>>NAziiNLE5f7H;vQb^K#g|>ghVkfH z^(PcI5(At)IJIoNyl_U;q>&AUP4{(2+u2Y~RqJWtvXM1)+p?mY4QtA`z?^?>Pr!^S=Rh7;-g*l=?yTFnz(RGfsfB+SUwg{btqOf1UyD8-%8sD-+%Gd1nHZgV zUV62HfvlAmVuPE=_3LZ*vV@o@TWW19xPgVgf4ZL<8L;3lD!Xg4h6$T>F0Pv#n6Q<0 zdmZ7;K<{IExO934dR~ivd-s`vqLQ9p-_@9K6WOnK=>r2BK6F_a-e=;K#R>5s3nrWr z83%N}Fu$&cF@Jei@OZ4p2_& zz9<#w!1Ye=x`#R)aH&jh-*~VC8%IxD`>*Rj{TrWb>#yxNe7s(%b9Xzk0{hM1%D3aB zRBes3QX4*Gx_$gJM28|posbc2gTkrOe~PVi_++LAY4y<|&$WA!`HK!+-{Q+JoajjA z9LtoLM@O__K_N$;j;>$2X$yib&_kkHS};>CEgHY71?x&4tLtjCpr89FTCA@b2BI-LG~%04 zcOk57`J-lB)%+>encobhp0Rj~ie}`77f8)YHshgGN1o8~X5{3jANSxiLAE)sdTDqQ z4m9r-D2Zu8c4cDrmZT=UOFUEdI-?2uu7&re6gEL}g{{8&!X~un&7I>f+l2E%eYVBy zMx4H`yX9qfBjy&lWyi%eV$-Oe+dx_)th3vEcZoKl!qY+QL=z3S)laNw;L=c%cvZdj z4h_d^celkpq9IkG&R3_DhM!5}J&mhqP%C-=SD}T#Nv^2=Lt6qz-99ySZKOhXsc7SO zq5%fJbK8}N8_;bZEbq9GirA|ry5>m@cwuQibttMHHg#ZOMpEXx6)9yOF;n=pSlD5HOnIUf4<JZ}sKkBV#o4EbG~GF9 z68RL1izTDCKY9x1SZm$hHBT`wcG2lW#!un>%Iv1!`Wk5T#S=@n*Ff9BDmP$%4dQ#l z*6Ht)VD(3VyA^2O9sXD|y#gW!XNJv7E71StX>{@v3Xb%kEvA72_42L#7uXcE z9Ofmu^-?g~mF<8p6x>oQc%n2zfkJ~Comm{dSo z?NNBNT?PEGyE*m+1?|s5ip~vEKp&ADaQ;DohrFkWp>PHA=OvH+NUgvXqT|A=q6$QH zoR93&t3d6;gtR;L6inhvN+64Zy4z8bhu>1*a_;LYr!fjT5`Q~c{G&izX?u#{!U}x- zz3Yl5X~+1yjI6X(q@5M22kx$?z^sdTAp{hByU@Jd%YlN7CsNTa9^}4Xs^(^ADTsd{ znyh)10$$diql|eJ7>P!otzSlgWTniXYBdT(&vdMltSX0DesZLKYdKVd@@6Bt%8@+B zFI8!{9IuwWI8-oRhKQcM{DhD)*wxAC*hrT{v+jT*Ker6qQa!Ye)R)1*yl`vk?lMe# zbm>xjTLPc&yY^xt4F4sKqL)0nc$f=Oq|?3O)Q z2>PJ7$;~|*IxpU9ttT>ZnvrE|q?U>OnjQ;JQ!*edbNqCTb{bxUPj?O5CgbMz&(AFs zlQHtuN31p=3EQgH1=M;Zyw?n2IC)xPZV2xJ`M+D<;X2GjeCbaaxUz>RQU8^1RKCmZTI z*t4Msoj0J+yd?sm>6cYPpPq$dKtfjVe?c%+UzuO+e-PZ+!NfzC&V$zD#c!4KBm^9! zu1v>S5&ct6LN|Rc5wW)Tn{g_D&@nyTWIPy3SnuBae&_f#!YJrhgScWC;Z~m5sc<%& zIQdI1TzDp$klQ(EKKIIPV%zD=ZB7YsgzCyO9s2_B5z4m-|ErowM3a(2oX67?Vk;$< zI;xUJ)CkyX}%i zaB6QUTpP+J4wYnkWZ35r3Jd;-Z(f^2{9Pm+c2OXQ(0-(ttuZ&3uy0$TMZJ^PA_Kx6y^vo@R98poN2==u!^k8g)7J=wRb~S==JRb4T=dJjTB2tIykWCtB% z#Um`bFLdT8XD1||$Hal@B}#Tz;CWhLA>HE|Ld{DD%o1+E_g{Nq{pp+7M*r~Xd1x$d zM~!$!dBtNeG=4PAn9S?v?K|uq#zQzuR@EXZ9#2;lZt^>ugkt0t34cn4>o+@IPi-1Z zh>cJdAND4qPI{cAGTixmk5d%z|lGCL-VP8 z(8D&GL_8^iyyJ%X`a}_I-CZ8vc~A^-!BKZ-W)VgW-ny*zdxEY1cy8XlPoNuNSfFfG zLiX)7Ks5&JrY5ButKro%J#DhA2Kj*+ z?}H@CzWcklJ$^+k#3$6k?9JDJB!rD>~+lNvfwrD`6URvr?D=Ho}%`G@0M}^e- zrgUXB0+WjSRQ|eCQ4zTE@-IFW+9ejU4xb6QmM*qG6i&mJ=Vqa9el$GwS-f{#s1etf zd3{#2Y{cei=hm-LjTn#lrfPVl5n8YNv)7(!#NmRZQ!Qdm=yH)57!P3-#7X1KSc|MmUS zjOAHIlHcW8P{TZSYx+kE?r>Qn!pmBbAsa7fY}|_5iDi3Qt6L#D;BTqW)r$LvtxCUt zYej_JW^US(R*ZN}mu-)r!*RNsY1!S1T+NyHfmU>c;JB(Dg^m-Z>IT=BwqdaKq*r=i z8&;{`Q?WSN2J@bIp;Mpe_>U^T(dPjM~>j0*|(?2`?UU9fggiyuxSfry>@EHSVP)Q zFY=zfwC;SufLl9W{&q~(_}K=|_K&IjnRe7>EXchh-+|{}q-f@~9q>8ua!p8I2Y&lF z{Q7yb1D_6y-e08GfeZcnKg=9t;NX8HMgyV@%&{(3!+HiN<5yfw_AoGfuv$j@1{00j zKNlg1f!7!RyZCf76FN7zRXyzts9j${OE|&A)~z-V9*i<@x6b+R^b`ZO1Jge;MVP2s zQKTW8&xFEF+kqs4d|!Q|M^M7$-p3G&#G_1dO&wLgJ zTkN*cuCTE+xM<#IE)#VJ45HWHW8p#8U+FF}QZ79;`=E@4VLcl)z7rd(=iUDK?kgK( z)ZioiI&4hXFb2Xecj9(EO>07wjUQ53hsA!g5F*zYw0)8V#fyWz-d>&Hx*a}tjm5@j zXO@}RKQT#Tzvt@~}jg>hn|VcFQE)GuU1fQA1!_TGX9c@H-kjmONrZta;v>aC7vPC>>5SUS1u$YGv0b@ z@G_}hp9lMOYb>?8xX>2uV&$6fu+K_8J;{`ZKwV$eo7;GZm{*)}(VB-vYbL!;+wou^ zuM&LFk%x!t-+gp;=3#A=_^6#L54xwKFK>6_A+j)H=~hqjyqxY`hDUkud~Khldy4b=4%tBjxkQt4WUQtL`dQkQ@?P%QinDIm&yd zW%5Xl^3E4e9+4b}ekB+uksL1*#Xatl9M;u__ajLTPwgF1K}O`hRUTXYNRDut@SI~L z$DRW=X09a1=QU&AJ4lX@>%OnHk{suxH&Ap*juzQ|2^Es#$dJXCO`hQ4?yhBPK6&vVD;MhBcb12q=>>IN=Xs!W#D!QFc-SIx z-mK{g=|ATyeowFR5VrARTuB%Y_0+SOIX8IFu&d2Vxy8fZ1@TF-cX_yIQFlEuo(EwK zi4#FdJUGkmusWAY>OId|dorDeiX#_=4`%al;C<=f?#DdLXYX#aDI)C+d|r%F9=uc48F2o)J*#Qy&;6!$aN-fb^b7TP!im~ zdc2c7ufuK05TA$TVg*8PUh)tux#BzbH5m`v^7r(2Ja9M{IQ0WO%x0w4Q-(?XmL3K9 zqvUs-eBz_8Je-j=3`>~g;XO;;FZvf5e}7-k&}km5b_F{H{zvB1=E`l}f_%tnyBHr9 z<%6Q;r|UYO55v=)nmfh$pk=&Q-6qAy-nGxx8q4w_aA8(SN1l(%1;fkNt>oiNzU5+t z)qJuq6wNMP$A^`{wLvj;KAQD*HOy%7p&Pg2=JySxoYQLYX(OME!<~tDoA}_~DvN!w zg%7_KY*mICAB2P@jo8kIbi3i9DjPoTul%#L$exeMm8d2wWOFlonV#UGt(eAE|eG1f%z@oLB~ODc*F5t`+j>Dzpm6^GNi zWBJ(sn(^mx0v`{TX=)sOKyq09_P#sI$HbP&rqpykdQSZsQ^+P|w%gEyJU&Xlxg5-1 z^c?J=Rx`83&r#(1zGYVWIckM28TZOPhfZkO+fIe&2o67L)Ta0xwpXf7(3GD;RLWPm zP4zh@SI+$q(!ocRjq_IHPCg>ur_1#{=i^%I!l|FH`N&q5zPD_U4{h$fr1}^>G(4i_ z=04;@=6kXK&k{ba#@A?_66WKK`f?jvGS5o9YqBy!co2W19clWAhhf9QtA33D8OD zj_fnSYNy>hN&805-~YXr?1TRu+v>d_jf>BN33Oj4E_TVz_7xa%LH(Q?{YjpS(a$GX zi^;zCB9nQcs+xl}MXHh0Jsi}L6= zo9*9;hZB`mDt9{}Wojo(-QJ0-`pjR)QrM8@F~!Wtd!%}qM@^O(8}pyEayPDEW0HPH z<;Xb}7Fd=(HHcv0?Yfh%HyE)Hq2oK1KgtAKHDsUMG!v5px*wm-WntYB>7SLdESUdi zTqbdv30J}Hsup=B62eP8gjARqmQM;+dBuQ@&mB+W0R{xLMCks847m6C@4RHj!0Jem zw^BP8@VTrOWPqiauBTaalKnHGh zPd~d|-VT-8vOS+9J1`zRVsA>mKm7OX63$TSz=jWTmjs@-<93{{eZZS`RIgMP^fM&C zr?ncspdHMEOXy!G+aUW+fN|t+8!DD(Jnj-|$1hi{9_xkeNS-=2(k$JM-qMn=oh#ZQ zx60XVn%f4;%0mn4dfJfE_ed;tpbg{6i}vVRv_W{Q$Y}R(I@%()Su7N6L-J3JF8c*- zIISHolqB7T&a+Cp-mhpwP0UP%`U^UC^B$h_?4_fYzgBkIj1Fh9%G!Unbo?P*x?7Nr z>zu=5%NNk0l>VpxX;Ulg%5r2cD9|ByF*-wGEgeo>*^4XQwj!BV(|vZR6&3AN9rLfP zaQt~o+QX$4X$c$JA4{}ib(458A=e61)}ZUCQY(Z-PEW1XXvL|4TT^O7E!fJa@V0Vl z!L&MM^!HQ?E{ES!vpCv(TvsN>h)>U z%{X{YzEfJH1&s8f!;FAtG<R5Nk#P?Lw5> z~#8C z$ud2!7fW7 z>FbR+XFNEbXx50insZFYY#JflZg<~)S0fIc6ObVGH^Q84Dr0e^5%0p5`5b&h!yN}s zuD~D-8d9}$^2TTgamLQLCo~L>7{n~Ars0=FX!J%M8f3gbUc6>RgL~f8wlY&1bbj|u zwpr5k_WK;RD-F8VVsvGB8gd?umoHmQL!oT9P)r+vu5s?6^REc7hAcmQ z-$X-TvhuzWGa5>Nyy<*rL!R@`vo3A{4JlNu^t(%FXb8Sj5x1O%_RKvmR_hQDNZVJS zWlDf~$s|SJk-&v#N8I#1$?-bXuNuAtBz06irT(Pi19A0PqzHl0zjO&783H?nZ=Tt` zmVjUEf)|Dx32Zxox68K^_!q49an_l@x{dMq5^t!;Y2A7A$0!v#Z7bzpPg7w(S?WQX zPr&K3)~d(y1Rge38o!sL;!G5KxxX<%zKe~DijAm9QOWn%vY){3S$^wzS1NYc@33?^ zNyYIiso6#ssW|N3KP7*Y3gxK&v42Ta6#GVe?0rnd(R-#x8)~R{M=i5SZKHyA?&F+` zuc)y7KsY&nq~a=f^@0skRO~u?wN+eU^zjF(5E}iZ5A3 zrNWY_yX~9{ftqK=yPb~{c&fB~?SZdU`0Q8NvE@H1c1mzguM#IP^Jpq)&PoEu5Bv=I zphX~5%ErHS3xSDUACEn@C!kri=3taN0n67#N4(Au*ql8SXdg`A!%*P8^)UnjUCN6W zrx9RiN@g^WetqS4HX@z$YmL?o)oY|*i<4cw5APvh^3B!C;uwKv)Q;{o0R-e+`@MuC z2;6ob+CP*)koD$yFFl9UTYrBfzmkAd#~kBZEd#B>mA@>fg9;DS>g?);bdv0;1K6cds%eFyH)#ag!Pi{{sL3|Nj(M zc|4Tg7q+#lq-e9Z(?&!|Pbrb5MV6?PLMllSA=;27lATr+DU@X2X6$BcGw;khjIj(V zOO|$pe1GrnulqUo-t)fax%b?2o~P(bs?0|#8fKh2=2YWEL+Eaq(`lYG;G&y6pE9R-4l@I%XQt)GSo!_?#UbuCGc*#lsw)x&|Gt z)0VK6x6?7&$2XAHrz7^xqv_(tbQG+q{`TWA9s5qoFVBY7qzMaC-crvD}J|!QhkMvh3)1 z=0(z#c(jzT*VmiXpn?B8{q+>uW zP4XX;j$Ju>bw>y~JPOwZcD2!wz3zwwyN8bDauupogLGUU-+J-~g+noVm482lBfX$& zaVLeNbf5Y&4uzx1tgO6_!jZOC*143zamgVobfS`7M{{oG~}iUB}d6JOw%2S&O2L%*LyDn&mAvCEwP84cee~D*Kcnsh%bY6MsM)% zRWvx34D6NIN`tun-@;F|lwaoDHp$j9{L9~eB=LM1Lgu9=@qNk=cI>&4`-4*4w;tBZ zT2%_~HxY8f?@Q5Fl2IzNuM{5+rpf47l|tG5;0bf5QdCYjd%Aot#l??-8P|hKk$>-Z zYjj*G<`)cp*bXo@qH!GzNAuqyuBEeSDkI1IhCL*_qAK3ODS@<>`HU>qsD(d zVh0mTu*M=tbgp^{4lZ<-N?{a3-6mc-ey|9RQ9HZB=N7>rXfn7ht_b!^=l2Jt6=731 zqB;wUaPp~yZ7;J3;;X9y3>}Ivtgb5)bGHx^i8R;KlSR1mVt2;Wt3q5ozE(@3pb#JW z)&1nm3sJks%Xr%9LTnnFx-f9L5R7@wk`1>CacuL#3vVA3;>0DN+Q{TW$cvB4xxX*O zy;L6R$0vvX7neWt50F(Wdto_3U@FV2*!nS|2O=ZT4a9KKc`OfGfXe~Qao&TJ=eg36V-Nw-Fe@!yu_l!(tIShukB`ktR92z$5X-ZxR| zJ%z8d{TomUuhvuN9z~VHCdDawo@^O**Uq~ixuOhnq~|9oD9}I#%jz!MNzKpnnDd`; z83ufUK15oV!SLI{Pd_- z9vvyuOR{rH=s3{zbo(-@9^P#E{%RK04@@>6Y|FBy!@&B8{p=R1PkcYDdDFTabt&dzQAjOF53j($mb`%b_tiXNSH|Il@i&TX_@Zpv$NE{k~g{{M=yG zw1{#@h1k68n_q#0`Emn`EGpnT7oLu`70}F*@J)JBf&7QkQ+Jdr@nC3o%#$}2usY+n z+diuTyF>0g|B_n)F^MwPY@JF3#xFmrN3Vc)vYAo-%}RXUIla;$uo9bj#jDmaDzRL@ z@6Uv370Pcs%>8z_3JIz1?6uZapx2v;ryQ@s-G4mJ>C;uXEUP%@xN{XQiuzXFd|QRs zud$ImIaRoF`+j=vL>1B`Cx?B+s+^;hT%Y~D;hb;GwNPO`P@%7{MXPhtpsZ#szP4N&3el~_v)`ur zi}%!`y5g8kv2iVE1)4_8m|B$0{kY@)qgte<4yW0@ti|~~gFCe{YBA|~_mEUhEw)!! z(ua$w`K9AM^_8{Q8~ecFb$u;L4t&}Z$f*UP)iP)&sD9%~QU?dgJAMy6>Tpq`(k<{hWq)3@-!-5Pf>(a|7WeAFFX`>y8dHarP5jf+kLp0I z8j$_?q7FO%Zsew=*I~Wgh81=n>L^}fZz*0}hp&OIuLMR6y!7=rv4&ZPlX**ezgaWj zcqc&B?<51GS|{!2pJl-J{juZet_=8W#58kH297RgjEMO&uy@NQiPAs@2WS}NeM>VLQ0VQjzEW57^R8HQ1w*3zScK3LHmxwT7^!HcMpBYSi z-61vHI-iNwcb=~c7BgY{y;V70kqO$9>TLHlOiUg#6F;ztiPc8F>sD(s;kt9AbaE#X zTgEh9=%GyXN4%a9AH@VzjpZ*TQT~^%EZF~?i3HV>qLpu$_#>oyi)J&SSGC}1XCV_B zypCl>Enpw?r*C_1y5;GW3I+sbFcS?SjNe?lhSJor^`|8hOVIcIL1|H_2q zm5fbNf0#(UY}lIq9}|y#gkp;$>(Ti_`QGdJdQ@1!no_wrNg5kK$hg6nVV zk-9(Md`(_G6#NC}+e+)Pw`k9TnCf~2PxtEGA>Du}`The_OB)dPYu_Haas%$Uf9=1q zt^wE5LTk3EH{fW(`R4;V4Omna6B4?s0ao+AtX^zH`N?*tFk>3FJjXO)-|(* zwyBK>3aDJ~p4o_NLwyIravJe@PgGYzaU&jkZ1@ma(TMdkOAXI58nJ8Pvp3SLMtG}L z|5-2JgfSHr1UWnr_(EJaf(7W(;XzaP?OVRh0%Ki@knd|=wI9u8z-U*v`34#6zE4M_>>3T2@~ zS?{QAI139byXD4mSWwm(`*Jd$g*ESQn-mnX;62O=uzfYj$ir_|+Sve2R^g62}cX?y_+xe}m#79vhEt zJp9|(!iEG|l#Te*{<86FL81hr6_?-twT{5mnv#B7H3F%+ttxNU6F6*mR)@cV0DsG_ z_ri??L_$r>?feNm67@Y&luBU!f>#3?%>?9Fhr`OKG4o5`&^{Ic@fkOhTB$K9d%59f zWe)mc*S2Y!aNym(S$UNy2Uk4zSL>N^AZl&OzH@+s`wPCC)2?xl*Yz=h|E5_|d0To`<@q*rNh zv9e!r?kO!UI-d^D`J~N7>N{y!v+Z2iUq~9LkL1E|#%mqVQZD`|X!u3bxOgc#Z_Vp+ zE@lf`*ZGfdF(@AJ=EYYo+!o#t@A}R~!otH^zQ?j8x<{)o=;`y?!K#!Q|^lkiFqwU@0V zA!2;4<9iZ``pp-5t(YVd^tL*5G?KXV?!!exHc9oNtsm}jNu($<5>i`82pygb{?gzf zuvXUpy%rBL0j4~G0}o{K!V7w5dC0PiwYhSRTAwXcx^{twl+{l?O)m2ARpm?epeql% zLvLp9c+5jV*vca-|MIXmGRI=yI1d4--|ils;Niw@%i4LWEwGRNvS5}?3x0iZJIYmS z!HMo=7E$Y4z&@b(Nc&g|a*N{jJSk|w*i-XqrPO#wOC8!Xuh-_Gd`xo2B(C`+I=Bf1rL$LbRfm$l;JC9CP9 z1+7#auq$hn;p4e;M^}v$9|1Qk-%3jIu{wE^+WKvLY}Ea;rAw2K?;#n^w@>pCF_T#K zt%8p%wbaSKrF`7dS<<}q3m>vCmi8yFN*^Od@#kvhZ0$Qs9J{`p8L(mhRX_D zTg=)JL~72LzC`VF7u;5lXoF$*w-Ar+HcXla&m6oUKyY}+ZvJ5bmhPD1OxG6Rq^u!s;!jmd@?O@Vf3w-MkJ2FSbqL4RoNI zc4&Y|?*uy``gq*aP8by`$8V19M3GhWofG#uVY)DFNM&IcoI=(|#YuMI(fY_=dug5U zowIA#UC}NSg{T-8Om;%9w}lZA(uLqZw2{=nE{NT@c4cNm7i_fSUmG(h+t;&}KU0VY zRYMjE)VSx#+qGFUgqU7TWW-i=Ax`S7ZZ|c?CekmhqSlkb-o-t!5JH{3Ab0(BA>1z; z%?S4s!ta*u#??23@Qmm??`A86%V(RZI4L34Yi(`QuoGg_CA-GUi-a&X+506bScpiT z=()uXLdaUke+#)MgnzlNUQmP(QZ~tNCC>{nlo(|x=_15Em0NG5U4@vOestMNHz7oq zos4?0T8P$%Ee2I5Ix_wJe@Y&g==S0<)(ggpuNWHX9P#kRYAQd57<Ia2R>`CJQOrLFk!z_gipGg6dmm1#7 zPZr?iL&Nc^ECJff8mA402(bB7{BPxW0d(7EFM0by0H(Ta?SX{?RD}tS-2c*sslK#` z@0D#x;(SdvYi`5Lo;UVwZEdI@o-Zr-+=ik3R`w~>yZ5NOPOao4J84$>MP4h6w}l7q>S?9!PsAtYK`U;o>SKu{wW8>* znwf=1E4~(Qe3|ak3WYkcj3IC!^6+m9`z$lJd6x~$=(#e1K}gHd+Z($+uz3yl~8@i z^jifh;UEw7Udzos+VYT^YdD%B%R^DAm0#`z332ZHP0YH;#W!)6@A>9j9PN=3TS4)IgX8Jnw}Xq1ma}M=DSn~9 zLtMeHn}cn4PRV@i zPRU8@_U6Dx;@C*04hMnlBIOEt92|S6>F%|g137WQvQh&Mq<@DL99hFbi__0*{%Rb= z6v`T?&gCGt{a>5@0uJgrxJxZ$DBEun*KR2X%yXhee_9FDl|-!l+fLwXbAsw`A%VQ= z1wX!iBydNp|N3A*f$Q`7F7*x(7~`P4+<$=>F%4uU|IcwPdJM}T(LYFBd`feO>{ zX?2|h-npDnEAJt&dFEsN;?D#kPkz$LA0%*G`|_f^5dtN#bNPc5kGs25b@o>-fzrdR z)nqJz6M8bbf<%fZnw5`tJSK3B_TxxLGJ&8PPBK4*K*lJlBCw_B!&_dNppju^bV z97!PGH_z~V41w7OzdKJS5HKz4yn5^rfmeys=UO}?P#NX^()1;P+D8S325AIVI!o&B z%phQv)90p>Me)z%tB$jx325%MSCWh;u%%V3QOkzFsvQkphfWaiFtu5D%bvnf8Jj^k z65v(vnxE_^5PzWI;e`VPmWUfYliot0&^1h7s6)VV{=b{GQ*5x_>ALLt%*KIh=F-xm zY;62loOg)g#~U~4O%F+7L#gx6kXbYvLn{k6*z9FvBsJh=yDS@?^u#ciFD!)Ca!q}O z6tADM%#Ungp?h{>?DP*TNQ^&rp}%9HJ<&^BvWbNX?N>7c;#qj}b8c_B4uK3cTNp$XBMQNJ1=G~tnShP$Z^rF-5w*PR?}LXX1DW$Hf77#!F_bY5wO=$#Rx zk7-Si4jq#D;n{>YQCoIIE@{G)_0*c{%bSp`Q0bu<+X$b<#&vsEHesWqwcL-1Mzqn5 zDosV3AQrlEP?geQJ{A%(YXTdgG3f7q=~yF-R))#Y-Zh}%>W1@wD1G;Jq}F%c&jw^& zPq0kvZGeyC3mTKsf4nsRe_lZi*mtgzjNjIPooDi513%TH;CK1MwA1w{QL!73rS$7E zmR_mm%zErFQA(feW};_{?IgF2iIRn-I(EmH(7$%>y6k=?oRTvl^yV@l=Ps#V*TjIu zg}Rq7A{dbJC-k%98HfsMQJnRRftQTEXMf&i!1S42aIYf+R_7ddaW66u=XX~o|0)Ad zmZT=0^J5_3oz(|g00SG}s5M7tF;LcIc(O-8?K7It^XO)PIZq{MVlxv-byk~2s5o}~ z*eSD-#e~FmjUI0<6KM*Y&qqx$QReq*?MJbC*y_w0li5&@oV7ZE`s(#~i5!~2t$KVG zh|VhusD~>-yHc51k2ixKB&NuE+#CNVX<|&BPw>9L!)^^2yqSCAad86@N)67;$!~zi zCMo;vQw>;sAWc$+(#;9y_CGE?(TKPiK4ryKjo2uRb5o)2X|M`gowhe&nZBY-L3tCB z_6Z)*em23iKj;|Art+kO?e%X}Gj2Z-v$yhW26O1bV)uk*+#S~ZB{_|SZ2!apVM8;> zOWjZDn^;Jq{g)Tx#X@kQ?aZ4i4RyPa@=w*jnc6WW=6!>yDS*F zVa~q{77QdNW=Ik&+>dLTRx^){YN@?u98>C@CCohZd=DGUin`aa+u5Lh$-H|{oeg)9 z2%gSbHgc?0M^_zU1+VCQ!3+EG&qs3!mSJ#mBE8ut*~RHAjPh`={@j{(Wq;M}>$qj%>l-kzt*^7X&`M|_m69P*8s^%`I35;wb(spbmkl}N_ zGlr@|PL9gXRbd2-PBpx~7f97dXL}LWFo8kmlwFS)RQ*cHvy7nX-;<`$C0j_Up7KWy zjTIAUxFm0O`8xqGZI8^HZUX8*Ewhs+2&DO@Pwx9cAhCaC?E|XcXz$y4hs@<5_^&em z`2!Bb^tSB|bmPG5sUY#h3l6%t8g>isa?r1K)r3>V!I^TVJeoO3-+b26fYQyI6pp8! zbLT=`!mvx?17*)~tlIvF(%DKyI|2i^pie8Q@rdK1W_P-HRtgufm9;^39b6QI%ZxNp zeK_ny_&R)~`e{e_Xq*lS4fPxO2k(-YZxY|BbeV($BTdB6oYK4Z<%>paNh}E?Sa$14 z?7TCz>6HzMTGdb1LM2M?8cTW%ydx3ZacW)kP7?Fd2Tzh36dySIOvRAm2}*`HY^PKD zd#Qn*X0{0l%j%B@?i!LjUMFIjDhq`ss7@q5M@60OmaX0N>{ z{_u83{s1-aCaW|1uR4h*0e#V~he_;L(F=e7lZ#BbC4IxPB&u?2@87;o;^-;md92SQ zoT_@>)>3#xR6aR!E|6Hi&SpzX8wv9)qqL>hNbEj$Gdq4EiDgR366bZP?`BUdZOo+h zoAQ0K!bu#?94OvjK-p>yh4sB898Z)j5WhkqD?V%D@;@#_uhgVI@SyM;3CijzTzk){ zSM^c$Teer50%afd?#)tdCQ-?%dS8BsghI@&>sL}Aokk+%!%5xn zSQ5Fu(>C8zB~frBRMo7Gi;6h~Me-D%k|U?Yp5~F5eoOQFZVJ!hLD|RuY4Nb*U48A- zwLGLfGOxE@#Y1}1HO1X)cra@}wQEe3nsG7B( zw)iCNX=ozxKL7v#|Njh^cRZJ06vq`wT2dmB%4$f zRd%TC@io8G_MM`L5Yj@T@_YWeujjevo_pT+o_p{4^vn&_)pxQWf8HyioXtX6gqw3= zHw!M=c1D@+S>R6olYjP+g`#igKRy^@p)oHYD0-9y|9ufdHzrtcILf~@@COSa_Otq4 z(=2#CRNU`0%R;2`)OzcGEGX`F9XYX(jlP&YIfn$<_|HSYRa=-1lD~rD?iFnCJ+>TE z5M?9B{zHk>S~jW<)<=m-vXP>(*hOdq8%MwJ9s9S54Q9hV)k%3a9-clgKf0BTH*V7F z`gX9vX8EpU?`C6b^1;Q;s%*G;<<8e>vT=m;?N{l3qTeazYrY;a|1a60j6-Zt#N6LK zI>JVN%=WfeBQ~y{-d%UogpK2zLq%83+1OOHBgNN>jYTuLQ7&iMu=*3_f7YIj(U=@7 z)AMW?zZ2bm#Ep%=M}#-PlMSiGN`F;+3H!0D@3viHqwuwV#l|2uR(=skUK`BDokh`M z%WkmIm7DFe@Fp9UZ^YbYBH2(nal~ul4jX5=ieZCsY|QEw;XStrMPGw{9vpv~wp0n|BHf1b3i;a`_b0t&r2>Sv@#l%A5f9T|V^jkLeeN&9P zQN~8MaaVmn6&qj9up``S*=S)Mrk`tML;28Lf+>{^&LaJVhRtkftd~2i)y_sFdx*4y zNyPi^8fz1mjd$yNzpU+HLvU8&!16veWRpio0)uRf9DK0&?=az~)cf(&7#rsM=k`u~ zCHRW#WQKpT(dtsH*Z+%+p!*}qy>rC+IMJ^6%(D@Fz2H+1KL)_$AJp_mRn{y>w2oBBA1H3?fucG1c&ae7}W%V zLnJ6d;|{?w&?)gdY%vGVk|@`MmU573|D@G>B?l@CG=|Tw<{&|@y4psZgRS9C+9vBc zuy&2qHjv?!SOO}HzFV7F|P~HHoJ)*X(#Fs{Zy zXpo;OSBrxV=cRWVbT|n9{XMzh00-jkNvTf_IIv9q?jCcLgQ5u1gy3rq9@E6W{VC?a zf0b*jw*?0iADiB~SaYDBQLxd@mV=A#IT@!NIIxR(zTL!`10jd?1xGG$@ONeL<^x_F z)bjuI*YYF$&dEgX2_WJ%vew;pg@Y%zZ`{~)odcd};68~k4g^<-_^-IdLECu0xUr=UaZsK5huiv;gB!1!FE*xeP)hTWWZ1!h*&iJdEfxn~HIhP=cpS_=D300C%fWkX z{aBHH4%B?D#}d5ti*@_Jg+`$Nb+Z93&Shli z9~vh3pT4ls9ODxCQ>U}@D;JdsM^`HRszG3X*^xNM#a8v(B( zetsTk5-%rb1$ihwBgg+kn1}1H5?LcFc*u&>asMF7L$8i5jkT7CD0;^XLz0K)xqN~8 z4Ln%MU7Rl6%tOe~f6ROZ9!6V)pQ0lIwOpLX8KxT3%X^ z77v++{2qJh@SycWDxe?PnUS`y0+%&haet)ADI5}E|>?M=nz`>4IUg*q83;Z98A4Mo>l~hgrnbuGXw|k zigo5Wf+Ih`CB%{7h?zXL+>PMS*{f>jM{sCUOcsR`92!AaW3ToRd6uX*$RapG60L-n ze&(V&X`gq>7cOS2(vRKx!NpCnfl4m14{cG$^|SwSq4zq(e~wsx^-Joh9!H71<0S~) zFySJ!&Y`vTG#9@`>aVpg;KIU4fNxVC2d!_@FGUl1jkWJf6p4HmJ5v(5gUI8+UsV-6 z1_xz}R8)hA^Ty5K(>>hB!R7OD;(o+=%B35QMd@=ew#JbBafS`v#k6&ohP*}8-1+%T! zR*ZlJ%V6`7gGwxnmFLR&c(CxJ*-+B{4GZhtdTi9BS=cOWFT8pS3+(ELwwJV6Fcu>_ z(Hod(wz?+1WRQumPFYLtbta7cT}wB7VZtz6%87lJh3ea*>S}jbc(e4L)l zPmM59JNb2IstpU37a!K2?qH(&&FJZ)O-zV%@egN|Ffo*+EL--TiLkUI@o(mtSaY-K z%SYn7bfQ_3Tgt@EvhftjKTMcs7>SNjndr6=ZgHV85fSTmY4=|y#=}+$*+&xg!Hd7G zTf>C5vPQ$fB}}}(nC3jWiwP$QZfI> z%hj04XSX0Zwgc!-3(tPg0qF^a z<@D^VUBL|HyU__ft1H=5IS5UER+g!)b@ke!bWGd)q<3 zzj=QBKsz+@WcTd&+>R~NiOy<|+7Xh~s#}%Pj(lmIN!YIqIoO+b?Q0nWwbzUmla>^hZgYVOf~3P zw16CD^LJ!@3tIa>#oGqA;550!dLXU^Ntc-)l8JuhMv}wA;0I+eblii1OQRV*At4OhB1hXTHDn;l%q#e1BOUen?q7zP zbnvYwFH?9zN63Xq)iFCd>d^K?`8^FjN!lrjV>EP1F;3JJ(BRSf<+w*B4e2Y#n-a-1 zv>3~sTA)wE(9%;aRz@`3N^!8S6rrIkXnD9IlZt%VX6yJ~Dr{sk^(%*{h-%F_B=%3EEm7_w4T+g#rBK&RH85NOB!Oe#A{K0Q1IJsLS-LH~@w|*77of|0d zl>ZudnnA%t_a%=ru@nfbv?3Wjq@e50c$(4x1@CvsDeuapKx8_>aZ>>WfswQf(NYRr zzSRl~kSGug`rbQ5rXZ$ZDtV-p0;j!QgL?NV$e)lqtMP=e=MNU&ok7fZsqD&jB94>c zd-N2DIQBRxMZQ;|pe#7(8*3j0T9(RO`aueOyl>Q3AEzMiNkMpl83jkLOSGh(pEuQs>a&(Qb6*Og(jBJ^gDALADEd+R1`+Sg4y|qj3jQ-l z-pDkjK;}K|UAqMZ^r3hBZMGEL&6A=p9w5VZG{TI3j0}_GY4dYG$jJ5GIs1K<4CI2!+o9wJnaeI;>@qC<5M zS8#|DGO2?E-F#|CbuC_SdY`c#)j~zw6JLr;Bq1DcLnZkuKju1qymr9=We+MR3KWatT_8o z1=4QXYsY^nhq>Mb{=|SXJWT%Oob$U3tFG#Oni?*J|L!IAmMNw99sD!%xJ4;e+u7Gg z`jmn)cW~N%q7>CyhTDZ+ltO$W>t=Cc3GST_z0ww4jAQ@kF5JPl=sjOAYsOcMFBI{6 zqqA?|o&2TEE8s1b7}eeDz4sRVyWV|Rm;V-}k|D~|E^o0YuRCP^V0b=|{nhe77i1(d2P&Ac`j~k&g+?t0`*ISIQnfW*x zneBeNIUhM|KE3MQmk)(TEq2bDS4hvyS}>4SfG`d9;p^{nV6FZ8<66Be*oLlq7w(h= z(W^@{mhdv6CGNv}_9qi+i}KS0KIGu&!)5XA0=a0-deBw0EtkkMakZZNSr8Jh5p=W9 zgx}ewpSB-f!ftbXYk|#k9H@8U-x2v7<7+hY&!5YHRNFcEAARZAD8UhtSek)ZnorCQ zl??cZYQ&s8lYt16eJ_K$(=joTc2;ab21G@j7F*m-MPM4o(~I<@2ufl*e(k;V5W8ev#>QPrB<|hqnIHc>L?HV~i=aUg)P>Zq~j~_lIuT2migxyzrkp!TxAUCO>=HLp=+2)D9!xuv z>@+lDqV&B;ajTIgp)2TRQ4eM#-| z*-yr|`jFy2In&5({v_S7^g@Qa2dVbI@uP}YFOYOYOGV7?5^*nXQ0AmNllW%m`82AW zNTDUcp)>NPB)-H3mxU~2QfTYX>D)*w=vKNvt=oMTeeb?ih`8B7x7o3Ev#JB^w3o=a z{&hrLwuIHp{);%N#O7`A_Cepj?@mYOFM+#JF;ZJD6n&eb!}uSBqHw3w<;Qm62sF9m zdbvFuRPFNDhjoelQ8YR;RuF-9)mBLznVV?e?6@Ij{5C@MP0klf-Nng!ZX2a0V&VEz z&0}mw9QYn7KAugyha_Fzp}NO$xTq##F}N@u$1PICTh-$+<7RYUkjSHv6D{BFXeC0| zGiTn)JrP`0VJ83ML`dz(Qy-suh|`~gWtHTU;Cl34+0F9D*m8j{NnR`&$!BK;DXPh! z2Iq5jEJy`2ck^BI{8S7o6)G-!m=2+Di?3T`q+{gYFkQ?i4FUg||Bfw5$McWIjo0Rg zb2QD{@r!8rW~No%tG~d^DaDO#j2DQUlN>F#c!@J^!u1}~S$MXxrZj*!&kp>Tl^KRP zcs*!kK+ntp`?bbBljpfm;N6ii_>qf$$6UUxQF(;`%d+k1L9gH+FY~6TxDe~yY$*G} z3PD>+`re&ggy>1<2IYVvthTC@q3RVOL(h2Y^2#FI_hR49j(&~#k3z3avtOf4{qKbn zH{W8Fs?2TM18?#Bv_qqFLowVtU%5~(6=NyQz9}rY7*m}_g8RFRvFVi77Tb-6~`!To1~bti;%VyA7U-SD|Cc z<9^SaDtu9Rd~PGN3N8l2Nh$8tSX{jCoJDaJq@Q(v50I;Y<+k>L&Vm|v?lkh)X;g!y zM!OChHq_vI-ju}ULp4zJ=f2qVyav*pTle+O)}Z%HGrgvXgoU9iyXubAVoFEtf}MIT zHaREnT=Sw9x2_Z@I7-&y-hFXfsrXui9X@B{++GVu?m(0BiCVlj+U?uOsl}&E#}%a9JBmw`DXW8^jy}J%luml0aKm2wZ?T&FT3lmJW>bxH$kP`S9Q3i*J4;( zQ-`W4{jB*&;=h9Kf?Nxtwa?01Nz?%iQE5eogX-aD5r50yrXFkV(fC^X>ftkO*r~^= zN76KHz-m(i7FJN6Y*B2$$^F{L1XLQ3w?_YP&~!cCH5;h6zG?t3z%1gIXCu;Rt2UWO zH^QuQ$%bdKLG86_nIcu$y(}? z>zd$lt)+Be4H<5Zys*!U$cUJn|G6uT3|Z@xYo^!8Sm5cc89&j43taoH8g67bZ{OWq zOZ@jOiE6RDMaDw6((UmIWEA9H6k8Nd#$BO<7BN@I2tPCv>&Yf#9i#UtQmM17b$Q&QbD zPDW(8-17NYGQO?f6U?&)yF2PdhPAmWORSiT=&k)nX6DKG;$9mNLByl9FmTbcC^D9|^=347lOeUrx%Koj zqMjW(CQKvhQq$oIzfXk(kFU**bKYc}9QdK>YfZuC75iPfgNb@|PV|7LIvEO&Wx7+h zQBYGK7DvBH=mxW$Lg|mlF#GRxVb&xW4$+@O6qwfNCka^sgN+Cukvophs+95F}nP4 zaijD#5$)j@`uT6M%}-1sbe8U{ zeRwJbk<7&u?<@-B5+Vj|3JL!?5oE(M3a;xXUENzt=rSdqs0@|xQ*HcMxSi0GjcwA? z912#1UwGO7fzV}|2eev-DHuQ8*i-hE(0h5SW1s&bI1=ujjGLz*;E0LLwZ&AF?X8}1 zSxE(VfX6cxCv>fSAqg^6u&wT7ZdasY+eW2W@tstBlDk|m{PrSCELd{^B^30alN84i=QO;ES8CDMq@S-BiY|hysfY^85b5rB% zRQR+pj%eMY;#$^$qY5!poZL(^6HTNd)v>|l-%~2c(SJflUr-_U=4ui;o~MM;-_NI+-jjBd3VJRUltX29y~m8meBv*S|%QcKT&bz*h|B` zUx>KmyGNv_2#!rz4nlvacxLUx`XN9=mdF+F-eoj6Jrun_T|wd5gaS5^cEc_I5z$&@zNnUN^)(KcM%-#C89$&5ggr;5rv`zhlj?OUVegOsC4ny zNo^VqzV=N2q))@^T)7O^F~YvMGOE#(hUUE+7)3TT2;065Np>XG=`2Gw+?|FApS?jpNI(f$U*&`YhWPkSerP6R`mgKl3 zi-w;2w?4XJCrU!H!wRCa(_k@lMHlGiV zX3!D(x}d8&mkztA!FqqvMv<)+^>e>F9IVz;7@|hw!@9+tm0OXuWVkQ0gEZ9+KL+ z!pG@2<(B+s%9M^X%w;EgZ3z4Ld`h(=9czV4VxR3{K==26^93yiek{5yz40p1A5-tv zbA$mZ>tKIS6dea1Ros(^r$brBrKZ}Bf!7TW($BauFz&ddOTdSLZAN7?<(C=AS-xuM zS_lJ9k%QZh-)7)WwB;`OSO&OteA^a1WWesK{M*mZ7&w{h@vr?Q(H1t6%3m>1c4f`l zj1mU=(qp~u)G%N$85(|x%z(w@7BAaY2C^c4l^e1dn9i*<-SeIS$@y==RK!x&f2AQw<>8ir6dL*p+qQ9u^Zh>n009603|DzLlwTMvmB^A*S_nys6qOXI zj}}Q;LYuOcpA^ZKB`GRGMOm|EnK3gA24gnM!OU1%q*Yo}N`zF(Qc=I}ulw9*o_p^( z?>XOj-*GpuRzKv`LInMj9xUx`A%^U8Bt;>YMLd z2wp~%@*+VCq2gv$=ws1Lbk*1@>b5i!f$@qZMr9%_ZApFDe4QwXXDXAvtREY`N zJK6RnrcFf3%lA{=Tbl@tY}ak9^-Y9F@2r~V+$KWSFW01JX%peP;B$tJQWN3Svu}pe zgoqH1(4$^`6%pP;0c@ZD#Du0-^IwYtV&ZsV1H+|NOvouTMg86+CZhTm!NFz)j+(ww@!0iOaq}5Lx1rm zzk!JHjgDGe(?I-p_=@t7JGowZ{zD?Xfnd9QTeV87foR^#dHD8NJ&{~5v3Vr4o-hnL zq9=W`p3uL}p8Zi&M~Ho@!)ENPB`)a&Oxb#(mI(f|En@GXI^y8)RdYdL9T5=v{DwtB z9g$%s?78~9mXN8=x+wFtmbfs>+bZ=$4RP(zGhMffHN^4~^SM`Bs|h{Xte=YWs|l;) zXXoeWRufJs{H7H1>x)gJeBzXTdeb6vK4B*|AM;D) z5u)1^CZEY8+(L|36*lsS=2Dd6~xclQ@!`c%Zb-dKLk4Fv4|Gw z=uaV2ScHKVQ=(OoMcfnm8n$V&2pj8*bgWlYGLOJmTr_ zXQN27T*5Wt$X?!^Tw*=z7)5mM4#DY}OiIRW!a$MQvHMy&(K4^#TKtBTT=RU1h|MROKUBM+ zo@KDFH}wc|_nda|weW`P!OfCgffrEEi1!mbJdc~ZcrKew!=P@xT1n$*Bw{*Nx{C@T zpilXnJoEiU+zgBQWp?vAV*CY>?jNtAea%OyDY*&wDZA&U#_xDY`B`t;b1)u>l2bG# zHYLIG%}D(3&xz2Wjh%VloQ#_@G;TZ!Pll@dEAM9;lA&(FIJss)Dm>@4JQ6I*K#ame zBjt{Cw7*CxqNJqbU1??bZwGQOou<(~FC7{EI;LNr-i9l&aB2ZN1Cr_eK9hkNm^Hg# zpWB8E^!2Zw-a3*Fg*R$vrJrQtw{p;$GfA1aJ2tQEp?xM4>Itlvmx=p#CRl23)rr1@}2*ATE!wS7TQWZrVJvv!9uRLyKZJ-)PQ;_sM_ePp)PoW@vMlrbRX` zU0#=6yW|dJj|`hBcjX|%aern|P7d0lT~3Leb3iLRLF-(Yi`1W%dRM;R!IZl!qfpiz zwB6b_<-+MZ*egEg8KHFtoE(3)Tv#5GQ~Hx8?ed|Ppl<(haXz-Lm3XB6A|LM+`JCcN z3Ve*)4OL{Rh-L?_IewN3U#;4TB2FQWNw!-oy-!0*-to#*CIfcmK018IVq|2wP9GmG z0`IJ@|BjtZ{3(+7!V6_W$@jWO_a!FmBFrVK*OfwBN%P>HaVDf%m#gk_DZz=K`42Z7 zD8u0$;TOIvWPy3yulk`E3+B1$GaZaraLTy*`|rClQ0v-v&#^Cs;`U#ri91T+y+ozJ zj!_2388Qmt+@;dQJ=T^ z{v*%Tlzi9MV4-hULf?kXWw72Wv$CVS48~fm&q_jASbmsRSNMp9wO$hK-F+-9DPT+f zZD4`g&9#dwXW`$8+~O{&a=d+mW zJt{GCvU+RBk4k)wRY_a^j*Vl#@@x*>tU`Um$dzDj6)s+#EgPC$g|+hy_`9E0p{gOF z-Qo}jcD`i};fWl$l(5G#E^#n^c{1v$KL<;!PC5rH;-G8U^5Fy-4kq2xM$et9Lfh?` z?CSYdSl=uqJKo4f)mo#&TrD<=)@)#0?5M=+JX?GHxJszo&UaV3R*6Gho?GvZR$%eb z)3=Q(DxlaNu2<$?f#QWzKeP>&LwS{|yVRL-#CK&d^GjGrO0YXaZj+$6728v~{s`M+oC82GVCJ}>7Y9jQ)!np0mFfmQFcrXZ;ZElt}uiwhWNPrEliLAMBf zYc6itKfMSduOC@IGH4jQuuFZdJ{_-5o+e~fieb{jS?Hltgn6I7x;!0afbHcMGL!VD zrdey)`US<<wOw zxok|8Bk>4))ugKFSh@Y=gS&T%aNP!z{!%3GjP$Siv?5GUeMNzH8Q8CIVp6V*j=v_2 z(!sHGyc7IPyRA#dd6kvJYo5`OwN{dScNYU^yvEwUw~_Z;r?aNzGr(E@+3II50}UR= zp{B_UL_DrNLycqLKgo7u@di42JT>i}3>SiKewwMbo`wSg$8{Q+H01Ng441`L-_$ro(qm-R|t~4A_2{ zT4Cf@hznafqm~WO;IL9A;A~9+AMGOz9-g)F6&ZzSnwgui^fCiJ+}e|8t4oBQojVICEBn-n@0>@LQ! zZW~2uy;2+t{TTAhy%^hMR%dC+(6Q}Y+pe8c$#Z8sB$pni!e2h%z3Rq7Tc5F<2JSYqJIqME&a!0C>dSzY zV|h!v4FkSMekMHEBXd<;nWmt?fNDznRjY4w7@u40n%_>x*A%O&73FleRK1Gpx<$wG zixP(`{YgGohD@*9)6wqCX>%~3BYXY#Oo{n)&<_7wmpnp)Tg|`)x#u)c+FYChIW$mX zWqsRHX)w0Es;?eQgO*3f6YqmG9KwQF4yoU%wZ^S~7trv&?NFNecpbcV-jSI0?(s}Lv#f6BF+7dwdO@-N` z`-VSXQo&yJVE>M4(kFq}8j>@qu=I?K?g^u!FTm=);ZZ7fTU>h_V?xE(NoM~m6)Iv} zw0!g@DNs=GEQ@|a!D!W|4_&ns#5}zsX_Q03?i1tewMQu0;!?o5GRWHM_nL4j_- znHs7Z1+)K-ZTkJM0IBjp*DT%@z}YNT{$_mv_}aIE9_1F`nA4Fe`N#q|oL-@C=~jRy z+SRjBW(6oo%9X2MO749|b;qU_K=2{X!s;&-jlXjA_cZ2X)uk{g_xya!kz6t3?4^7d zD;z(@ygWsr%p$7CkVvokh-ug?UtH)_$hE18&ZG!-t`oeB2BiKh~9N*qB1lciAl?E7k;>nmpkS2 zJNmNmvwzn?z1U0`FuwkM7m*E(IPd9Y)I8Yn)*6%`7sDZOK`C7n9J5H;S{aoO&D`HF znnrW*u`Ny|<8v0~mB(sMaZbm_Esv*!UC%)>bwuZ~bT%CBq`OUS%Yd$nQI_1)OjxGd zEdEW&Lo_Y)4W{Qot9j+?7t1K%a4S5Aj0>=B&*zPu!TGREa9C>oIt9`-oA{cJ|-cabrK%zl{r%NRR7v4(eMzu2VYQveHIo3=p z?t8yeGPx9Ho(VY>PGy)8t+BiKZy8ia4MIwK*GY$SyJlX&y$bvl%v!(KrxJ@Fg!N3O zR)RAcamU?_jih*sHnS2oEaD9k7KO6GSnm8T`V|`mgDkv!SOuv_ZxhKa9Gok-yVtFR zgW$xVl7dtY9Ja5HxRAs}hWyTD(<8We6JZw-dYX&x!)onmN4OYRXMa}aF&8+?Sn#i& ziyZ9->Ss3c5c%G{*=;=^ZaXO4aScAcr9UXADe_?~6<_5n!N-ONo39-X=3~9!Ow9`q zKAciUKMn5Zqdiu2dqWE!z2_9{-m>|K>~m^$qX-bt({$DGiU56lyK~Ji1W<;a{;mZz z`1?LdAIJj5kVN)%N)^3?IO|zDaa(s) zn^}wT#kO;I9j=9}QEx2sZVdu8*J;X6twsG+VeDsK4IF0eN>CZ9LCdlwE;CQn;)>{= zhU=YLywK@4DeJ7o*$HuRO>Q09E*q-8vH;@u$dRc4xJwnMTB+BADSIZ^eqlWvS`@Q9 zZjf!nEypHg1JK6SnU~gG2gACw*>s6I%=@xBCa$p-@8Yf-*B6;AgFpad|z{lRPJjqR~`S7;@>IG=2-}^b!WGHC+Qzkq2n|~9Rcd=F6y3>C+}OCn%&jQhlQ@%!J}LGI6q>l zwBrmP=0_%N!x!*zuBJpnlgdYbSP}HDB+p=rS53>`jUN!z3P$Wim{e z0X|sg7p!n2>+`++O3ADe0kXn8B7@deqwAVto%I(UerS#@kx?gcQDL?D6A#NP>WA0- zhyxWq2bKshxblxlYa9;_rTWoV zih0oB^)3C;#6`^$gWU2OE<)r7)VJN?AvMppvoMqom0S(MS!)4KIq>5=6a?67^X1G@ zF&|w%EmMvp2%w+0a<-lfiTmOXqr7w;k`?DFs>ciPv~RFSVx|BJE0h-oj8r4}@AJ-H zqiT#-j&@6!lQ^}iG;9L}xZnBc)7wEFCiXR)@BG67-Dz=>P9+znW1kdF6nS7OQR;YP zeLb4>dI>)+e%#x!W!Y;k&i)Jt{`{Q_bLB6QoL(-*KPleo>ENQ@F?@j8%*Cdy)Yt$v z7ss#H*$%V{&^z#=ZB>~7HJZ-;vB?5x9odCb=LN`4e;9Y`gaGPM>g(P23*ed;ze2P_ zfS+GyD>oPjFt`5M#2ZZka-_BHOw1EN>c*Qu?HK}mQk>58AK}CD_X>j-J$%Snevq?% z&WGk_{x4Az9~xeagKN2@Z)zp;ZqWExb0##hGmVe0zI(D3#PD%#|FtW7Liix8WG;tz z^1&zcRPzq;Az$-&L9+#!pFY7E1Dp7${1NUoTbmEZ)Bnv`zlaZ}wE4gRX+E}ExSNFi z;^FuqUH#n8WSvely%cxy@O8MzXt0%sq#j4ZxdI-f)ZY~w7m+&O_w+eNexECIV(sHd z{S~4zjVjLZaG$R#_wp1EtrnttQ;(4Tn(Y~-y@!WkG4;s4%{+uHE{_OZ#RGMH#fE%k z9^Uz{YPl!F!^4U3>!W|TkfdCHt})2PQ=P&OwxlkDPo9Y)?vwf*EHkbk{q%QWd&);9 z7Y(!fs7l#fsNzAV`3)}qe5#KR2eBLBY!)Ks`1 zz!Q(NFKf4 zPS>gVaItGg$I+wCT--=B&?vO#Vyc!=@N|L;tEY>?BlWn59zVZ9Tb&E%b74J_bGVpT zyDU>(g5>E+UF!dX1N-r+?foA)(B}8)I9gO;TDec}U85>^-jEBKyQ&HuNFeLJp}gm%8#75em*^wRoY*YrX))+a)#=}7OyYKDDy+%(>izyq- zt7lT?u&W?Q>#S9ZsDkWq6_?(*RcJi*Z%f$yDp+=9JsAvOLsj*m`UtfOg$@00b$_v8 z9Je&LwUvXR0Qs?xwH%m#ID1@_Px4<^IlP3t$ET)4rR^vi^3x7HZT6@_pnA{}18EKn zv<4qc`4t0rtRZm{x?-GmBn0m zgiN;E&g3Hhq>_^MC>JA)%+RZuZ*&Z>gMY;!kfB@SLH z)IPekt_np%GCuW7IAD6$^gEFHwKrU>PTj@DbCXz?4O|W`7V5Wjp5Q?#S0==$jtA+) zo`M2ZvX4x@SK9rE^qGR<`QeXbUZrnNl_GOodY&-zI@w?JW-W`^7g-IrpKb2(tZED- zujpNWw;GXY%l7Ci*CJ%DzH!jBTD+`YtF%6}7N@ce{yYDo7CF_%sddZi@On)9cBltA zS6sZfx`&(xQo@rA&Y9NXnR$f)Ndx(jdCZ-A>#^=NeaJz-9>p1Ub$`_Av2EG2CrPFC z*x$#~uB@s@S$Uf7_t_2b&GB36x2gd{*YC?$&1^t#z+D;L&<4<3XVsStH9-64wk^^p z8sT;H=Mw3Ijd)VJ_G(6aBQ$RE-z8pZ#7nE7{_L7Y6a|h9U$1CHYxSYh?zKX)?`DZx zRtk|SQ&;&*O$g?bqoKA(ga~-tGqcA|hz0}s*M{*z#Ou5aHvmOXbqlBJ5if_HW8V5jHR- z<^)@bK}mCs`pgvL>w%T4sm~#n$Vc>Xn~*A4u61gD6UL>! z)ax(R+zx(*iL>`8;!Xwiq>zyl2Of#o)bKH1fDjjN$0_+x%aPaZ0O$ zd-{tQ2Aj3KXRjge+uh`PqMbbdYVA|WKVsyXwd7Bm)r6uYUf#3biJ^O-_2al^69x|) zW*qz>hN{qF*7WsFC=ck`SbVbys`kd(ho?7Vcr>~&+qD^sLp&r6&NZV;mtI}#*Nk1h zFJ9d{*^G&pv&}!;n&FVP79$&)@%S?3!qJ8%Oq3447*B74_xr8(xm%_H&B zPFUU`^?ADD;+N?EL}2e4~GZJCej3?7>WQd?{ zBCRzgQv~h&N-sqZ5f;?NjlOgf;b4)qT5Gci(g7|WKBTXXeTla{zFLId7YaMgwu|s~ z=i4T&M?!oX=$lf!M+9Aq`D8_Whg{u#klj~u+rkLcpIPu1sf_)-f(sGj+Y866B(78ONj{JVF$JqLx7vj^> zua(d0g_wJ+s?2Q)S>N#i?*%m?D7!DbsqHU9)`Otkr>P?34f#=}pNa6fV|tMssf*+8 zbNkga#n|kTYEiI746~H+PwRGx@nEAp;g%%A)z#D8m&l1R!qFbg;F3CSaLV0~B?k5P z#4eJk*?J+FH~pzT$Avf~ooE^7DMVxJ zw8MAYgs6`T^s)XX!jo<@SzfOQqn}gn?t3Fbw-!?)G6&I_Q4tf)bKu@~rCl|V1F05QDZ>~Jc8BnPdxdduzRErMW*`S2WRmmV`*QGj z{`>j!_Hm#yV*%gEg@YKAL^^H<2PUrjKjv@Y;QGTR3GPM?Y`6C5zcwQG+$&i>pvS?< zG)s^1i#hlqlKWRhlLO zPK(0gYO*dbQhwt@HWoXJ9yt`Skvf(C*(aNg6`vH3MwSMophsY`RtB23=)gkx{ex>SuKbj=rt9WGxGb;mbK&k@a!! zW~{1YA#;X@l>fClXgUSFW+m34Ns{NkdVmGr9U2xty6aF`wEdy}L1ORWK#vX%8{5v( z0(-)PsLLk)x)%rWs*>ZD?BzhvlcKQ4jE(qYuA@~w3#p5i-xs&BAif^(eOYfEyhF`{ z<%s<+mrmak8qI>}a)+}#p9KkL_Tuh1;-A%JKTK8G82Z`mt*S`)@*5bsG?k5c5^Gti zhuPTv=9`i%8Dq3wypQ%|qt@X|Ud<32o+fS|&yqL_8QC4vzK(-2zfk{r5_buoBhu}kv)7AqdMS{X=1Z{}gL&p>H! z6c2OFCPWxk@$hXA@6n$JJctE1TE?%SFjV=;ky=Q>u`FV}{~QXpGMJZsE)*KOXV08r zOF<`Qw&c|W3Vf5TIhVpIOkBKsXz()ys~puk`tp1Tum9-Mn#qTRZXd7X6d$K+T{X-o zJ}zeLI^1}LkB!UJB__xVFQ$Car)y&QILVGf*C4@}3;^V~WL)LdM^Kq97y|?){ zAL|abR{WF^5WZQb^p*<%LlC(C=g`u;rrn9r!p5lR4S8BQUCJM z@42#WjiLaS<6kix&tG7Ga+f%@V*d zyel!QN&uZDq1Nht0%+v#7hX{p;KR*GnG588XT=qcMj?DCv=(-R`tuPnn(=OpB_9(W zx8I6!$w#EiYT2t6{Eg{>6od4g2 z(ME>Yle(n#_>>8JG#`ojZ(BcwWi}yO2DkE2&ncSa|CYj;zH3JZ_fROg7c410M`2^$ z*BN)`QDDVPGXZJ$iRn7{MgE*%P5#TBJ{7g0Da9bDN_K%qm%QH>WvVR}zv z7qx+cu6_0Wo*o`Jmo9%lY(U}9AyJ`57=@b~ZnppOrbvENj; zsfm0{-c!m-!A{Soh)(`QFUU z=iT8Ut2fD@`2!bUCwRR~_2yyR`5Qkq(n;LQugP<|!NcgyDS5r*TOvCxdh7xZzC)IK zSIy;PETL|+dpaNY_1wJ0gwL0Khs$(FDO~AS`|Z?6A<@}VrKgj^UKOMH4X-G?_%-`z zNDGD03EIj*4MZndZ~afyQ=o1el%21o5LmoCEbkEo+&-S)aF4?Bmu=^z|F4(XwvRVm zr{L}XpyFg2@rQoX=Nh65&4k@5J@FK@6g}c_v`@MZA zTpP;!evIg8ig0FVvJ(YPcJSgX8wxq5Il;vi6bxH?Z`Q3R_y5Cu60afqhCIVRET^!2 zd|cun$zxl$UfD8XE`@)lVPLij1=Ia4wR(ya+HKOGS;$dH``EK<58v;g!fvAX>v__zoDC^ly*bg=jpXCp(?y%SNSw&KEngo*a7>$OrFfFy7+m*m z!v%uF0C5Mi2@XnQ+x{AYL-Xk)-`4~OOR>vHu8)V(CCzdMUwDXipy;u$G2DITudW*-Cr%bLvsj z-8cAoEvbW3Eav+v@ZcFM>ALzKE|ibj$FzoUAu`{nvoDK>H)CUyS`D~JGBb(D>f++5 zM6Te74;QH&niZEx9sO6oB5{2o4>xp;CVQOYVWi<^{)%26TIm6gjQ@CeX|#37!jXq< zOF3?lW;|S12|hS^gp2a(mV2B?E@agd7ie^HQD~Z$u%(oXb>j;&ScpwX7qYl*(vX3Z!}F6H4$^kC~JqW758 zxU)6;NSn@*-z@Xv#UhzH9oe!vXV~u!iVPW zyBm7U1$fzf+3>Z$07w0FZtcA)K;r%&r^qt`EG&#|-YrYRs(sb@i=(6tj$g8wZ%AXe zNe`X0f(G+<{hcTs8Y}L8b3ZwkMoPf#U)t_88q6=NF55{%xweD}6w~;j8*1Yspph~6 z@VCA?8fqTy_i`#|%sUVjQ`$>oey~1k^E@Gbs9(^eP7BfbL`Sv4O$hk~LSMxlLL4mY zb}V@%#60VgZx>fJU_p#j$t0BqtPNZysGHe$4Sm0J_TA2i@FGvmbm?+tMDJapmxSObb@x}AKj z(um?Fjop03Mx?kI*}m>*z>voh-r`pcppskn=KGQT=RE3PTQ*?nR65Y_gAg-J#D!Oj zg!uQJ?xM1IA%@iTKfLxAqVV#(CHnseVLHdSTw6nkn7!Y(omnqLu54O(&Qh{YxBckU z4>T(7M>y3e8{VA>H~VO)MqY^@pGo8X&+fq3JQ`^qemsk- zq)|3|DO+@lhD2}&lDcV>hldz`ZKv`1?X1{1a{in_M)%Kl8cmKK-Psv5-uawfk@t|s z7PUO@iVK8iyH}C7Z_<$7;{8@>t`Ox0M^37j(vY;>c1NsB>>lC;ELb9h{`>p$RQCw+ za^vRNGvo;m;cq@~UnGR=w<*H75*j-ql&6{gqOmte{JPqnh7$g&9X~=N@Ke9T&@rO7 zu#wwd0W@?bmK^+SO~Yj2Q=WG<4eMhe8zYGhtrC+RpEc09dqQj4quD~ZR=+t~`IyF( zh!3r%#NOjoFERpLiT-w^pLpRc1g9l*{=-}vzqbvyEO|iVNexpnz@ahNRs8VVW+8G; z)xG#FE5sQ~FGXboAvV=2Y%>|7QM|fOQID+a+Buf;XrB-R0>cSQ3TSAoz5aWT1C2H8 z&HDB|0wlZ3CUy4-aA0vof7oXlRR56VPZB>a)nSd!`ZUH*kQJm5JMAtjX%+R*I3{;M zWzdqu%aDtBQMM4i&su)GYornO^uRiQO)_6n)v+T;h{Ns8mpy`L)M!l`nfzCXb019? zv7gc?y<;*lC7syao_P4b7yrj$y&&Zd;df^I4%&()Iw^44^;iI|?5XI(=V|nZ=~zU? z3*fQPt>ht3fOB?-dd%7cxGs_Tnf+7%)9U2&zk~wZ&wTl3h$BGSl{GTyc0wFYUvg7q zAw=<>C!_5|moXa(-VZJp!rVOV?lf&7RIBq}999z|aNgzs_B0_z;yqcJgl}qatyZp- z5N#8`_LmORF#h1`SKm)~o$+ejo3Av4_p%~nJ7}0LQPndh`s>_a&=As0LyD2wSWMI4 zu2g-{!KNV-_E~#M4Gp^m%Q{vPohit4IoK8w9r|2Zbs&evhOw(7QP*e~9x@WAq|#`6 z(|i2(SsLdb4Mmp6(TG{KX$3!m%qwO$y*NtaCmpwW}M?{}gujcNB1-e1?IG511` z@gsGD%UAUaJ)Mjr2g~12qA@J_#{2g;8mU*x@}`WDex!FmOM6fN1<$+5Mno@*eJYBr zItAGIa^A_^uLUqXkgXliD!}_cdLN=11+Y#OE1%;EPxb2QNI#@7)9<~L01{D;)c@KL9o$JURI()Zg{Aap zZV+I`z`G}Uq~E%x^WJg83IPr~J>0TghxA`M7B8LV3b2f)SG-S!%x7hf3w=h;Io7z~ zRFeQt-)tMYNc3j?M)zwr1UO@RNxin5*grLPU2l;9Q3*A!Tk-{Pm0TB5|D5!T%;hjY z()VdZZ{9MK<|DUpo@*(a594zUxhrc(JuGwdIakU@YGUO9A?X7LUqxH|%pv_l&IY%s znS3msnO(c!68UdGL&+$ak0pgmEVq(=_rs`dxLYJ2%VrhS917->xO@2a*&oF;L_UFs&c+WH=Y;IaY0inp==p-cTA?p#asb-Ha;ft(A`#Ud2$hn+W@PY^c^JMFZ~kufW*DpwL*8* zQ5pxVJI8mDyxyjN@x${hAy&oqEm-hG2zG1opRCvh?6lyGzTMn_P4*Ebg|-d2i$ja& zIyAsNeM(gRtp-e0^5t?rHb7&#!3Om?jZjOFtsS#zL`R$6E$3s6I2Z9#uy<_}+^bbN z0aKemscF2Wzc!-pm{FLTaud1F+4|(>CWH*0P+oPs3B~X26Z&hKFy!^>LbnWqv{>yO z=XWw_b+6o$IoXx#?5Hz`*0O#Hm~c{VO|?inAER+*$jXUBiGsxzf__ z1p^^7zFw-8!L9wT4l^PKDH+eAw5Ewb75hG)Ia!2?EVJ^d@**^@KJ7Vaya?~lc{x)AX3dPI6ax|TSFJc4tS7>ujR9jv0!5g=+(*g$ zpa}hwpXyEV6=7Y1;T+XdB8&}wy;d9}!ZnJ;myZx(L^N~K+$$nvZwYEpc`AZB@7=R| zLJ@e{PQ^PqM2H`*8SnH{1Ud1oHs85oyjZOldV-9N;hmz69b&x6ei^o(jF0*xm3Fv` zv3APIw8=Zg$R4lnZV)a;XQRmfzy&eH<3?_AW5jS36q#pLiScOyV=+wr8%7jyuWT3N zXbw~beq!jf&0qCkn;8F&d$vMfM-1~lkEUluiSf~%cd0H@jECyUhM{CXd&0`loP06t z?=IE*S|r9KmEpbh$zu34ZJKTqFUF$5l+(4&V*K5e4T&9HZk9E%KS#>@5Ji(~zpA+3FbO7>}nif&M_#g1mI zdcSM8qIEM&o}X>|rPPe1<0&^+NHnAOU8Z_%w-_3?Zn(Gc#kieq8mCY2T}Tn_n^`D^ zo0@EAB=J+~(kl@!4vS&ra;~svy%>o;ih*8AVsOt`WX+jM{CoVL@b)ed__qFjlLkZx z{FzkE;t;+a-!ydawdO5ilFhq^v6F&BJ}LjV!MSAeL2-z7MhDtoKDYOI>Nv# z{`E%(7ZGlibfw9!7eS`|T57Ga2(K4;EIev2g7Koo()qR`*bGa{t@RcCUH_Pb>fxJ6oUWq z(MT^#5v)I*P^Ssb^jv5qyC(#!WbP9yi#|Gb|# zb(ILIp+(Yb+8N~SYUKy7A#qxxboUIg>-x$OPDvw!J}++h;0Ffh{;?C!6EomkryO(H z4B+J-S*0q%^m4WGNyP8|%J)K*h~F*Ug;617>}WAg)+PDl=M}j)jpqzp+e+(Jr87`( z-}+}0*{>>D+dCY@K;o-g!`TJ~kHa7 zht@j2A?L&;Y$(+c!K~@n%dl<+Ig%SS=KW-l`7UYCa*~IXv*vu7Hi7WtYMIY7|FC6WhO3b!t@2(ORkrFai`FHZ&bL@SWfbyQQN_u zV?>8uQhD#pcZzWGtiVf)_~(IPgYSNl2gjXsxZ+6cGwDh993%O2!j`>lJ6cHoEMm02 zSTI=cc4GM%Zw7`+!ew=9+9 z(WGX&u2sjb<#rt%?!Rp>VzC?V({lz z-Ksc(zar2yCYi@T!QT6G0sEw5&VzCWWwr+Is~$2?O6s%b zka{$Ap?Xh40Rzz&t;f&u2+#LhD&A!?(7g2T(=JkBEqi~5`jUF7+n9FJlL2*kVP^7P2HNzF+3D^K z_D(Wax$VqA?PYMx15#g)6~rxkY|CJZ(VtfbDaL)R_If+jekhs|Q25*#0=W;MJfI5Mn^b-ofD z2SxG8g9L}w4ii}!GX}LzYPHig68zymhBenQ2;sXdGcaOcW82cUh2W5p%ssM?;0PXF zs~`jk2lt=NxLn@U)=Iwq8wGEt@m@ z_^u|zPFl*PM>tBq!DLa-;R3ZHln|32kGCNz?v3&*lcAJ>^iTu=zVL1Rcq__jmAyb z`_}4enjFD@-ml8}dlQz{ZaO_s(1d{s>Q1mD1K)x5uI5unJ~Mvg7B-2*Q7980M%KO7 zTY-@qO>pgy&iuQq3D@)5Ob-|}A&03Ih~|=WwhsqU&lWjSgZbahodhCHWpSs+Alfqx@acVwx5Gp)o)WByE)igI`d%d zT@Iq`RKmjsIp`JhiJ26~LFwJC(!&zXsOV70xVX6)0WyKcJ2jf|b~XRothvpI-uC0p zoh8kvsMXt?Xs_&G;l59)9t)85RT5?>ES`AhO;hGElb#3rFV2 zI!|lCmf2mq=Q_7wIA%mS#J>fu5~oa6qFV6y#T)i?WeeP9{+m9tsRe4=LyDBy7BshY z*B+5mKehcr{wPN_5xbdbBt#CJ99g#DE!r#Ly`jxg)a2Y>WJl>u{Zg4gfvna$1 z*Bze{OF?1KSN>)Nh17kMviEW*I99LS>HU@fcR+~0!W@UatNS!*s3mTi#ZIHK`RRuD z-xkwgzRF3AY@xB&Rz2Bt0}UyYng*+LG{iQu5?W_zygIbiNjZ`R?~>Nvf@2Rcq$aNYj2gH)5323aS@^n(*(U@Jj!(NuAadz%#-T?!(h*qlT_I#!E@V7yxW99P=3SlA|nPeXT8^yTQTT3 z+bq;y#^7jIuw@kauI``lDCj%`SN>q~w2urH#{0FfJO-zNkESY2XQ3t(OX``&LOQlj zt9Sv6)TRv?S<)=xf7)8zRAdp?K!r?FVqu#xJu~Gqku&{k(=B4~VSf7l+StImnhX5qz?_WxkO!q0zbO_dFcQ=M-Db%@??TICi$e>2F6O5JNG%OX}|x79_4 zLGsu);z1(}wv`Xp4{5Nl`QBm|Oyp-ySvPG7xj%8g-hT@fSo{o7^*A?`MIAjA669R; z^=q3w7c|Oyywl}?X{H#wFekXT{h`{ z!U_f}>=u4ss7~Un@JhIK90TD@kK4r@8n0!AKAIC4^ro$?EtX{;btIfL@VtlATH1ow4gdo5K4 zUT@+D-Lx5`?Mu;GMD$k|=t*7sLSqfJZOK$62C)O@gY9qAP;9toT|S;cqC~jF&tEi* z*RHs7w~I#WS~}2{$bGz#m|ydr*t5dcVnB*PrkQHs+n+StUe!)j5z(kQ^ZcgtWf}_i zbp9$-(pamjwCM@KyQgSW*Qk?5V3l<5ZV3iH3C6GTNIfQPQdWs&X#90h87w08`d(+x z^!2?2-;ehlVZ{FiHHL>Cm(s`|5chE-=d7>J3I141W9+w)prz$B7UZ(28QnAz_w*bM zj6n?FD7`U>hQv&EcQxrR1*iDk&7@Cga-16<#L_VDiP>wpp|@@pIrd`^syiU*zpPBzuL1 zH0NY_I_WQ>B+b;Bi8Lw><+z#mk0^1J!#*#DN0eU-;U|1G5P-K5-hD)Gz6cg0C=-)LklN>>io zq7ioLY=AtmTdY*l<}C5IX?+ob{_hvr(sOUyNZk8oQF#RS1NqgKH(E$MhCB_jn`pey z(7u#kPowXXzwd(=1ZUfsMbD~euyfKHnx4{FXJR7iDkF7fAr<)RA&K*eZ;K`o9P9Oy z>}MC!aMJwwYe^o_!_Sghe~ZLzFobKLN#n}XDW6@^Nj=35HG8L$b1NUb2_Sh_p!3Q< z`hQrF&C)cbYYt)Im8&=Wi z*--JpX&H^6;wy&xmeP3gZg=>hMKtyu`5_E6q%r>a_SIqYXvBJ&rpL{tF=d{?r%NOr z@^ao985$%`ntIxKsx+R8XAV73rpeq`ditpXjcYj`PirU9XesCY5GOgk4U_EY!* z&Pw$U6e>J^uPG!riuL`6jYSmXchuirBcNch+mN?~N5R!>Tk2k#f>DmY+@WR)RyUn1 z0~;x@<5QbL>L>(!O{t2mA-tknY-K_v1@+vTTbBv1xIAzAg!EDhKD)eZa!M$yn04Q$ zpol`p*54Tq3Mdphto!>Um%`vkr0M$cB%jj`iZ)8ph}xiUvt5ja#(M=9_fZPc@~xpK ze^FRy=lf@J5{1#OM2^8Z3VXeHF6++{UgO)6ygib_qPsD}D=-G3_DFwao^4ME(Jw1l)K!auzbn0u5acP zeq7qxc=0BMv)7C~3(_decJ|7wx=MjRYE;~MiO6Mgr|dGI(Eak7O)tS=nN+>nSDV6- z=;AGbvnYr?cpxSbPGKnKq@+wRh0{l;wkn*U@btC5oJJtAOF`UWfj@=c3VJ0Qd@0b4 z>uv;l5ghYPRO{U-MD%P=x%00T`&#OfW{-&;|?|HP!+FRh4Q zFJC1+(28_;ZP?b^iYaH##e}_UMTW`DA6MVB;+JBrc8;(W7O(E66tuTOI7!CsK1+V@ zEE&ycZG~mUYN65VR^qSprq_gjS~dKs|2><6Zc%aa0u>53zmEB>e~5zY#-Wv-gnvF6 zxzYZ3A%#Z0Wga_-pX*}xx$PwR_iSNX)r)k3D?7$fESrKT_3F^A?-brV9bT?xLSrC> z^~oi9r84_(+7D7^HkS?bmXZ8&xIB`*Ae7)gaA>QNkixP}?ng)CDa?{n@jFQJ;9uF% zLr&tPU+5Yx=GjmXE;&XGKA_642RC{X#)M^2MI@a$8ocKZSv^D62l#FKixGXBQk zZNjftowTlg$tC(U_7pFDL*kixAUJB6!Y5DPooOV0ZcLF5u)0T~`lYYqZY3HIE$g1_ zCGr_d6DAZA{<~lX@7=~^8gE-aY}P+Q`q$sp_wPlJ-{)Ffd`$R;!-4Or4P>s?>dX6& z4w3$1c{QCOyp{Ljx0SyWgY5D>TLS_ZsOrv|-(JmNtfQ}Zb`OI)c4;S8@)?{_dVEfm zVqi4(B+E3A`IWvXrIhe0`qwej4SfvMP43&fuV7*3u`64&kA=i)o4Nlvv+y{4th>^I z#m9fvZ5Ah3^ea~nD%P{eGub=-Z6Avd>7R`~x(WXr?8;u(&LZl(ntuOp7V}K91C!Qr zG1F*7$I6roSD$Kkc_%Kaz8G#vwBaJSt>}bL85ea1owsK&TqrJ<(>?o{3(ioI?wdtC zSQks&sN2YccBb8?Hgg^pHc7TOFXo{mE$hboO+3&uUUOo|el*W|*VH>asOA}cKUBqo z&-6Es?)>9Hec}d-$;xeL(l%wi4B8-B?y4N%-3Gzmqq?$Z+TbzUKjck78&(dTZHztN zhOP-p)|KIHkkQ!HCiSij$K9fQpYw^FMz!qV%63@Z&$2aN(hfmJk(=(;c9iJP-u=dg ze0P7$w2y0toIy*ea%4N6O{g%9&uoY1xsCRJueZa+r%9ppNjnbv71lj`*ber(vUkjn zb}agEB&_mFI}$ir15YRM(ZBqY`brr-m<>0Bw(0UQ?bS3D`8j;(4f&V!X!6l_&)jvX zD<3@5$^`x0d~}H-GxT=w@lcreYQ6&>$B*=cE!x6|Z}^05W*hi$x#$^hZq0}DJI<3; z9(;UloTPaR@;irJe8kFHn(ubv<6Idx`oK0mytV{qd2iw)(D~4x zRX%(q>4qM*JjjRL#D)MnH$F6XR9E_E^YPkP#nFk_@m~5rS7&0!^|FkeuEdVTijgy- zllf?4b^YQK`7pk8LFqy~ACXo@W3I%Ib6txR(QyZA~fREE2_DU-E_|W+?^LT$AADc}gZ^ho?W2>&gK@O4Ej}KYq zEhOusYaNQid`x*{GWo(30ZxQ2GVHYx;Mq>y+lyTVkUrdfw9r9-(N%k&Sb7Rz6YX5# zdqn`>THe;!TLLupd`)TjEWmTcJ5RNL3$V3%f|-86Y>M$Vyi_a1;SUdctIrD&*Yy2K5=V$v7J(f%Cw9V| zb3U=IUkI~9^B%c4b)w|s#1rN+ov_il<7}?hi8S@m3C(>%*e$II(^Kw*i`r4uc?O+e zM91HpU*Cy8J_n+Qk9T6{^~&ErQaX_zq!la9=|ok_v|wpbC-|LL(xe(Yv23qTTF0+W zxWz~AU)SG>j1OBn&W#nJ-l4R^NK*tI^U$2GWg_(SNT>@piXc7spHKcK5ri!RE@8eR zh@5VRCHsl+VN}W`Ge!jafrRLob0U;f4h)~aE&^+!74|e!g!8A@7CPS{av^_ou9S%& zAJ#fpTq#0UW4Y?vmm;j)KiA>y3lXeJXGm>l$$hT9oc<~iJT*-J4M7CWTbDD(J`+K1 zrdWtxg$SS5JxlU>B0_d;!_L@yA}AUfl)uOpAyIW+Y;B?lhc>Hx3r!Fqq9tL+P=p8v z%I-WmctQlncG*xrck(@&Z@R%v1n=Pus*iSxP;eyls>)^&BxkpM`W{N5e#eK-*3iKX|rNi1lLJbrCm(NDO>l@0uk9)->-PV=u(Bv!4ZSDniJ)oBF9N6=JY! zd}zFq5RY?Xw?B~){E>nR0&90?I{|T_g zZ0hk`Qvn95gsV?%5uoRK%>{wG0IeyBQHodrga7%&`|~gP_%76)Ah^ND zm%B2nd`tP5GuG^@?pZ#0uf-hwe}D8WYS+nG%?JHP$j#N^!%_e7!WOcxe*F3GC?!4$ z_QckhsqyilZVh{579XS1eQ{cne3UrMTV(sT9h$mw-lI3#k=j=MJU55TnKAYsuU&4#l9VD#h52pRDfRVC*XlMX%cZ%elX;pvv0+oPVjEOuTo<=s zc(AKmEm82C2gzv(op-u;2%MjLP{`v!KYMIp%qbqGc)DB9%ICp;_vYLlCmzxRFIVk1 z=Apt|R9&jX!*-_}+gCri=v)7?FSVTunXg}t`99_1_o}6D#l(4dWV^!7?kyMRcLn7d z{^mj=dWp2GJP(jis*A1SBBJC?>}@|T7B6xzD~jdf{eTBjLzpTib-O_B_#zo=g;^v9pxLAH`%B`!- zT)e&m-orK zxz_VQnK=udOhU)dMi${^uIKv+4|8$vi_%-n!meby?}h6uI<)@14h>*IkE`NNeb1tK z(>W|T&LVWiV9WPR7VZxY&66}_G5?tHQmY;0z5>r%vkCvxEBkC-OL*KnjpZX!jSL1$ zIY-WXX3-GpH^%ERi(5*0S7#q%p>c4Z(nKO(qL81Lag{~Tf@|^CM6b=8@ylb$y0P0( zB`uvH< z=O1IRqtD^m7e5BOUA({3OIehOkGusP{T7&OB`Wmp+^9f6n(f zOYCX>!3~d9V^PR7$0bc8ymUj-uPcfyR_c44yeZFOg4TV_yRs}6|2kMwF`k7hFLVz_ zlGxuA>DDbq^r>Yj{TyZBkYQmxVVFVLm?II>zcU!;qti5(@MptA8xJr3#GrA$eaotk z3_dkwZm@aFpf5Ez zvxS=OEq57cENf5a-yw0>snPy6hrz`e_Z2?hWUwyvj@9op2GN4;$0Sop9JZ?6kh{#_ z;478NX%`r@c}wzVk@$#Ju%Go~8Fb-}_|hl_&&^^cn};(nPT!_(8%*T<9_Tup`2YXl zlNRp{WKdgnam7J@1}T}#Esyvzh!5)BaN3K(1FsKPna=YiqAfa-UjOWgugq zud-N+!JFTvb}Ka)e3@ltZ>7p0FJShZt;)pz{ZC4EDKKcdyXMb>wkS@7_hb5 zp9PL1@|~Y7LnIiC33a*^{g1{{<2U^YBQzBHn)I*yq|u$JeKLc*!v;BiUvdX&{A#o= zEbgN*wsu$6DqE7@714)kx@k5kjz;@KHD{$78XhZlz0jznaqx@tuwDg?(?Jf#6$D4X*b@77 zB{W>`%zJHLL?bozpRHQ~js3w9oPb>NzPzw#Ze%u%61Do>7cyuhJ145AU8k|;i32a^ z3Jp`Eji>IC_vXkl?YAX~G@K9A8dSv7aDR64zv>toadfU;EqQ-N49B|HhSErJ4lR9t zio8DyKN_qf?@;@Vm)SKu8ouMKCs@*Ce{!&|Z8MF_%GRM<367=V^oJb;M+pC`pDV%P zC_icBAi=SjYgT-e;D}gt%qYB+yl)exX`UTmFt+2I7meccv&E)K&@hPVik$n8!sni|lTAh_>?_;);Pp-#A5GQYIS)}t)$%Mm zJV+snK3x#eM`7hmy?-h1DLCt#RLbk7aIw|!@{>*q@4p-P)blAcshO0sTnawYlktY4 zushGA>Jx{8ogsM_HBjiS4{aJ#MMskcADig&I5(hv`Sykq1RjY^3Mz7@%f>zTO0eNSWFc9&YW78-SnGA2KK zNJBj(XYXB8GC#6r9gq(3Adn0fG# z8UxLKL$50XGS)zaxwAjg7nByZ)coh+T~3BYq#KkY{|61W)Kzh%z45-xUR?|M>Jz(wejXdkg#T#PFjs*NW6 z&E@%-rEP>?6?(0z2^{3&=8mh8ddfT${Rk*lp2EX{kjMu`raV-Z#T+YM%tN8_<&nuT zJQV9Dhm1MH!~XyP0RR6KS9w^BUmFflTC@w%CY3fREvjD<+H6S?DMcbeMF~*|Az335 zNvpL|q3CX=o%VgES>AW1(n4e@B7Nuk>s;5F`+d&+Z1+6RAop`L=R_wCE6D`F z>qyo3{Z72j`4+qHPA910jDSVx#MB?=^OwKr#Ga`e3-?cF;d^TJgMWrBgz3+8S?R`t zMVQKBxiu_A>i1snTgAfos8)6TG8W9tf-!cP1$Ao?v&pe69IvsJYJ0-MgzA3PBMmGB z%Uzn9QNzN>__AN@GGh1jG(~q=Haw1B>OCjH#%9Gj<`F|SY^qk*sk*YU+GT2rwhJ2) zUtZ0bxsr|6!ikE(|JX1ePs@{wWg|}hvc-dJHdL^y^6Psxs$KWFW|XrLy!zEzN$D;m ztk4bN8Frys+J}Zt7mlvjyZxa?7vA1p+I~o-3(jF#H;1gd;CEn4!4b1A*zFOhy*u6o zE6({YnWQcxMSI>vTM@5(JoYFc6W{`aqvp+@#U*aI8fFQ-DPXU zf%GATLIYh6oEq$}ZPMhx!gS@8kN^%U**X&cd^s2ob)4rE%>j$K?fKaU9O$1A`xJSX z17{bNpjs{mdiwt|e|B;pdtqw!;#Lm4BmCb*HV|BrdH>TP4!ZR|WyuV15OjRqqjUo< zBvK=HtLt*n?7T?*w*wc?*xJmi_FNQl7t~qUa&ea$x-RF<#Zo2zigr&fLJD{t+3sA- zN{*eh<`x$hXn7o^UbwsO}GoOfCj` zBJCc2GiK!sb8+6& zFzVH3ETcu0htkg- zY~mvB=L4nhbzB&G1hT3Ixj2}~dsxClC{6!ln&2bU;jYOXjBfA(MXeJ#qv zxJ2fe0S$65QLXo79uJ4*|BD-*%|m9hhSpal9z^b}zS$?o!_Mty9v#v=WHe5zzq6W$ zTw{TxzatNR1(7KgJ9$`=AD3Xiod+ocR|lEnJc!15ANv}{!=`U%k~RhN@F`4`Tl<)Y z_M)@<8Xoab(lBk0>{}k@Uh6TpZsB2%-KXj))A=~^prFF%KR$ltht=;1=3}>b-JWe{ z_{b==U2q|R56>0tdM7IQIHovNVbv=>MBV!Qj#cvUHdLb6u9XkHqDjj8|B>&{6))6N zpupk|?HF1>;q?6X&1Wqr%wl_ApX@~8;wkNt)0-*uO{A|3I!s|kQEj68RSKH<@sj(l z5WIW%<@Rg}OC9voS~4k|_i=cCrj&wurBSET3kr%;3jP_jP>9GoCBC$d!UyU8x>FQ| z%JuZ1{5J}D;{s}M294;l+#eCLG-Ax-Z-lR)5w^oK%-fuX`Nzw5Kdq%P3fJ-BWi*Vc zgoSdpG(PX6F-ecta45L zotHEyqr(B`Ueh=y8oWWWjYg4|b51me#`9~zRnlx4O|FlO?1yM9aQ97~`-?`TXXok> z0|7KwmhVj^CoOYPLBv9UNnHl1p34OY4IJ>kyIKJ4CrPdh4*|sZHqy#_1^8u^(7NfQ z0JFD-owye(KyQLn!-ix58t1(6Us)-@H?fQ5JzWCgm3B6hCqPh0QhI5p05g_HU2q!{ zAmreJqN&q`keX?2Ek0FWb^o&ju0*h8d5Kf zgb*z~@Xg&xh&fEFew+0|G(KZ3xUgLaoucx{TLD6x&;A{K$X|#oy^D`h_X+Xlj6U;T zpb(qR-`bbFTL_Wg4iz#HLL3dhbW|Z+h|cKQJCzR$arcO4|J+a^OvLkdX$K1-T@t&b z%1elLuQD(G79oab=I4lb3K1ROY^1+Qh@h$2l0NQ2?42QLu-RFN3p(Mu*V_uQth{UV znvD=&6B{+#t%N8vnb&btTZmt4y*|Fx5~3{o&B?Uc#NUMt?}W-i?Ce+C%#aeIX*jrP zTtbLg)$EC-BramF93F;?2@#od%a#5n!29V^E7gYu_;;v0^mC5@=Cib!M%^U-QByTW zNnG8el)hVb2yk6@!Pld00!+)wsLv}E;GONqo-ZW=C_iDlB)=5kK$qUawp;;>oA&q| z$q?X0RjTFFGy#0R-@iqt3b1!a$y(lJ0oJmltyJO!i0r%@=zCFsDdVBcT$1OdhkfLN zP6#l0u!18vE&zLJdwf~20D%WD@b?`Q;0$}SebH6{tdmFjs@4lIR=ntS`$_>U*^5%O zwFS^Q<;)(|5+JQzyW`1x0lXbGP6W*op!~*eakVMrzTmU*DJ21HG?k@iiU_cCT2RFK zA2g)aNuKKeOXK5K)(ZDw8kPMur;EPOXkNdrM!lPcApFIpka`-Y!5w#EB5 z6P`D}4(O~VXWwsy0dE>^#rcds1h*$qG)#Ic=~uVTEw!ZIU(}wuNfBJcYK;RU&NQ6* zp0(%xNBpr7o2unNW66g^7nud*-C#RyjrlZYT3yj!q(S2!SK`Q0H5y6h7&UhDXsDa< zwH#DvMDJ4eX3E`9H7v1RZVS&#Hs7^tEVYnOgkY zE=@xu&Uyb1Niv$u*qMA;m&PTN@cSlnX`~gU*Ig#KV)cKiA zS(l!gUSiK~&WQ;NcN$+LhF+TzeOo%-_IoXfPuB5!`Mx^{@7}GoUcNN;uDY+cnT$>; z84C{v1=E;jx+Y*9!Kq&#J-#!DMuW=&KcBsXk8$cr&pkAl(Yg;e5*%-L*@x8!Xbg^- zNU2^V_fzj=E5_28B@}IuI7j2a?z5V`mucv?>(44mppg+|KmWxIa<8;D=+QNT*SL4y z_7RDmT=PwvPdJh(rSnM8NDg{j6Jd`jcTMECah?`W6=oV>KN zg49XRq35n;G`5Btr1!li-(3r6QYJba&3ou2Lv(o6?&N{#oiyTJMz&3Br=eK%{P@&X z5|>rmMecObSo5f^;tq?(G20M(U7Gm!?4E@lpX4!>GspBR(SMG8hZ)gvUVLk(fy_)g=hiz5A+^oPQcEW5X)KTiJ`erYmFaQFL$nS|KxMsFi2Y6e-%MOSbd$b~r?&2kl@s7YRP@bDG6Gmw-6)Hf7GUV( zIjU1p0R0hJ8IHUF_v-_e@MQ&%O_UUyPjuke$}amJDFN2FKVaz++`SKrFX~+B{_mPX9ag%5AX#MLr9HHZ2msz5J8!B!sWG@MBjWv+HV#r2(a)$^71MYrJR4#tC!S| zdzoZ6(Lo2qNYiFwi-E{!*Z_5UWCXaosj17|kUDD|Cp z!-(kS>5lOQjc4(SD^oe2oFzSJIz%_KraJhV<Cyg)bID(ogTse~>XtBK12F?lg9VMgSvmn|M6& z>)c7_*>R-LDhegT2+qHjIpj$C^R(o{gS$z8K0KeB92Y}$!@$h9@HEkZ0%iX`e;W5D zH8060dTa1W^*e{??b4<-1BOI@5+nFaqln&Ws_Cq?BziKIb0l$%D~(%z{R7+9(WsSv zJy7F8bgfEz!(kU1eFmq_W)qz%_jVqCL3GN&Z|bsw#Wdbmi08%GlfJ%VSo_Y9+?Tdz zG4yHps`mv~EF^svx_se1E7H%-8AA^&Xnt?u|&#vc8RG37UZL?&LR};N$pGfZfqd@x2)%I7sI1P*VgNEW{ zPE5^7-ASv{7&)Df~Bk0jnn}$7Z2*SMEs%9tL8eC)l0!- zUP;r*Q3`)^pXSp4Co;G)-m zPF1>z5l80|~GG&f@(C z2(KSAj@+9gr11QYMEWtpt9r=EMw9R=UJ_`o_nX4?V|#JEn}Xqj^1*uo3OP;n^RviY z{{46DZTDdcHN!!6r5p;a*+%Z6O%zVPeyB9BlESyoVxijQ6pT~?4;V2i=y8&5&B(mJ z`GZZ>k46f=->#cGR!_lo$E{uIWfW{jroEiO`_K8^)`v&z0u7bJQ zu%U`V;-@@?mI~s3+ye(yvR`Bv-00=y(#oSzVXeWeOFkUiy*?Gf8a z_bEvK9<7zQM?q)g&r!v@6s9#FG*eBaAmUu3p?iz$J0q_a#U)c19G`sRb`pj6L-V!L z?oe(tPvsPavD)5g#!(bjXt8`k_fmK}>Y?s+oWhRVauvZx z$(}UFh>_<{LA!lTV&x8!7k-=q%a?+$`LM!(56Rapoinuu$=;N4AY9Cgg1K{Ke#&|Z zfdNGapRA=2y4d4M{%Q(m>#GyqI#am1OxW*iOF?u&(a-fZ6oQ@KOWG4$Kt_O(Bf-_` zH=o*WPC;z7e6On`g&VqQDITjRbO!&i{tDkBuW>L_P-O96` zNkRNg6gzJo=`V+gj6xL(b~2rwmkFBL8eQwP)d{bsN^0%%2`?X;?%AgZudDCA#>5a_a@k_1 z&(EfCe9sEI5E2JY)U-=4ttc>#kM7SWb}FbciEG=mzTd4Xh-UE&b&4I z3Gc}sQW7DA_ol(vw!`GT!rO;(BFK9=1zq3Mh@A+z{XJR4j=989_ET%3KaHAoIV8_} z@3_CtCwcCPOiz4G^0)9vXV6>1yLys*&p*QFx?JJUGLpaRlXG5F5#AlTApsxsiJuWH zm4<~B4wx*7mLu;yh&p4YMBeNE=|JGz~4pArmJ>i>f)iNf!mhW>) zm(0>Av?F;bx+A&LnbZp}?Z<9+QZEBM?R-B{ zFHWz1UNn&+{AH5+PS2&_9Q|3aS)AnC=g!*wB+texeU`_Fl6rhMIpN-93R3EEc`9G{ zxPL_B(uP4k_7~P`U;M~N=Jvi{dz$!AFr7Y_S;vQ=6uoDlh7Zq(#WBW}e6&B)?oCSO zp4WRlTI+vDf)1H5wM*63NHvcaIC^1@MvlFw-D-2OmF9HajzY z_|TWHoYG>(hxdo`mv?RE<9C^nb+{29v!zl3s`dDIb@#_w6&*f&JXYiv%kr^)vEqb` zG#}yGN!Qaxc*xM+`Rvy>9^AhzY*_t;2bYS{+oKgcWP464cVzNVrr6ketAvLr$N%yt zGI=o7IJeI=jfcR0VP@$mJTL-lsoPjn5Yb2W;UXf3xV@ z>6>`CaaqJHe;E(`3l^F_vf-iI%KJ=;HV^WvG9F$V=i>2YuE6CF7m|S=qj&x0BBfL0 z?}KhG+#VFzuWaPvb&Z{AaRV0yY3MGZ^LZte`las^NNkE6K50pve~dwKI8F5nT?Wfx1UI8urZ@%>eB#4HiWY@ z1e)S(%-tMvq_~HLL5abZ+A z!9f;^6>n6lyOa3?B5+8(D}?!-@7*4Wz%op>F*OjBZiC#Hw{%kkHDqPFRu z{Uwu5$PdNUMmTn2%zRJqL+?&(_1NigXGJG`*UHCDlJ7*!bdmTRx&z+bkv;7_9cVCG zQmdWZf!8Hd4*hfMz-e`r`0n5iEP0vIys@br-jS`z>i*c-~@@~hHrs8!MMcbh} zaY>`2rwyTtR{Dliw?U#^$Pqqi!yfzeL{3N>>OEqZ3oY6pD?Qcdk!2g1BQ{>Nw`zmy zq_*blf2|NJSIaS;)P_{EzL+^$Z76S95&vhP75)iw^NhZ=BD-Eh{$Oz{O6DXiE2(J3 z7RAUXwg+3WXY5{3+{{*tWbNB|@?Q&9i)vekPHRQ`juHt34PNE5U?{r7Bq-2}69R$(U}HbG|RNBzR3O)&iR zXV(IaCLERDJaWOf3C~yh``nt@1d(TvK0{hf&@ZPm9#M_B!b`dDI@E~V(~K^g=0@~y zv-=$6*N8Dg;SQ?9inx8vs>0E1oxaRn?=}#Mw zx%>LsywC>x{Nlk`+Eb4b%WFx8Wf~9>@+42GzaAcEYJ^j2>oIIyV)@Fu9_zFA{jPMY zhmB8)i^TeRY&5;{R>HgvP021^7U8vc{#J66OIt0pZ{N6awXqfj+7sq|{R|5%g!ZZeKqW>hHWJ7SL6PopF5u(s>XYxl0yzI)##dZJ3k|>3P!oNbC*O` z;rmSW`!eoTkW|~EYWK7XX-d8BS58(!f5q9jxo(vh{j4N=Ik^IEJ-798M=EexomJNR zz5>EQNr|~_tq_cmrhjRaGCYq?WvWJ&Pk0< zyNO^Hb*v#^Bu>C3yI_;`}Q(?Hyycw0?t*<+tJF^nEju$qB zRhJ_^bCs1`b2(h~zIym~mgDZ{7m|`{<;c-6c^9~$42`36qwnlx;@NVO(~5`6@vC=^eqbOlxFN5)f&r(C*EifRVc>b- z!~XF?1~PR&jqAT)fcZIYsbeMsU%V5`y&f=-m|LxU;5Gy7pKU!+R~WD}6dSsBo`G%R z#)s0P73 z3gnK>aAF{@__D&pG6uMbV`D`Y44hHSl-5{8>}OXTP}OE&M&JIwrE?izeT_`-%4TA) zq<>Lp3KOxNSJJoLW+FzZQY0sy3FDTVDL&_z@R*pE?R1if#;6zX)`gSvm`?Au159)j z$-UVZz=VzK&F9B`n4rRxE??Qigu*QMk6G)O_!_iczsiA$_%G`>^w~18DJx`rx&;#^ z3WweG7BTTVdCFQR9VX=6H{RQ+#)M~Tby%b_6Fw0-&NpP3c+6+s$PyzwszR#XPB5^g z;L7sGQ3f>UvRs5;80a)Dnlti|0kyrNUE&l2Lz_Q5R_SD5&uYsQBa#=Vf|Q!&)eKx6 zUTfr0%0OG4Tf?5$3uf zp8tuCWgy1)!upYDlDBEso=O~Lph9nrh*}5(qJ#gOOamG4ob7ea(T{<68I3nyTNpU| zuuO1p0|Nm)GpEKlGf+}5t(mx-@TAXMKV3?AhZ=1xUCe-yVEf+Ig$%5@pnbYegMqt$ zEtCGvW`HwmQlYFo1M@FrHfu>R;Qvfx*m5$-n}(g-+Obkd#Jn}}`&J6EtE)W121;?a zH#XvepcGo$tnMYVOELHTtkT@(Qq0NxDy(>43i0xLVr*t9Rwqx@A1W$EQI6WW$uCQ> z%&tFp=95y?v3B3kdsGUOf%F2~q*9c`<#f2+C`ET+!ta1frC`_ZP&t046#oMN0RR6K zR(U+sUmMjzlp;lGp`=nNTI_UeX+xqylzt^CTTzmvgs7y5sO-C$u`|OAu5~twC`wYK zC=w}4O7FaX-Os(>=lk4yp7ShcRo)uC`&X-oq(sm0RIe&xXqbM3;ZjAu>w2a%oT?&^ z`1|YL+f@;6@3zmQR#il8*?Lh?(<(A!a^1!i##Q8or>d!{ZWUo~HE=iHQAG}QA9-M- zTt)nkdlb4VRuQAOp)YT&s3JDQ$zxHAtH|1vvZdMLRixamNxNcp74fXEFH4yuBp*JRu}b3S|FEyytdd+D7E+$O zvyz-^jz7O`OC?F#e$b_Dd zgkn<#@mXAEWlAbY6!{)=F|UF|TU>Y>msmljHRj9J->)G3)lVJ1U9TX!`-PLF&sUH? z66WvqPE-);?8hseEGh`sP~9$Ezk=|OWyI1|D+oOD!SuS{2S=1t)EL_stM6(a zhgrn_tOM!wDLJEd4wMoeeMH<@LZ z5eqfho}l$ClIYm6JK}a3v7hCpop+^-NY2~R)p)jyjBlL5`P;`Nfp(3S%U?6eE7j*HR)=;S>0=qm>GM#{Y6TL(fIByfM{Whoy9Su&S0rR&Tfx2aZ_U2GWSw}rA%{2m5zh}fq5LX$ys zH$HeSyn#VPBRaoo$ufwdG2@A=7=tA0hdRVh(ut44dFjS4bYj`A_-5h_og8vw4X)wS ziFoE{vKf<3#wxxM=2emaqO!40^rLnm$y6EX#x=)~0aK+o&tbh0yO;|C#ef!+FGu?>Gp$i@n% z!v_aT$YBp9=9SJ8vi`W=mXyX4q9?kE!Y?l&l0CueMrkFa^V_3@$MW1t;=nVaw{R;XGYgo94jIBw@i9{GAkir8V+Uica{(p{}+>LTS~~qkE80x z1Yk@?#Rha z#qNM@1l@i58ZY`A_l z4p#9|ZbvQBq4mpN?B=T+EPR?3x}6l_TW{6+^~eQ0^_xq5(h;|4anzQ&M8u|qX{RQ| zB0;11?B7`r5xa-=P=+0ctZTh>DgG(A@maL;vqvg;%8Yh9w`AN*Zk3(IjYnMSE|Rt; z75uz;t<%#9D6a~Ru(eCTKjX{A!rznec1l~iZ#o6-8nz|6M^f-sryxyEJr!GL@E%=q zOU3-}(jNy~Q!tAv5tRHk3DJDRfI^9M4AWdnrT1k)OzLWCH9Z3i&;7yQ!&BjORH$)u zUouojic95wCty|Cx;6Xn#X?HC=Z;}`9DbE=xZgCK2ug$66>oz$Xbf>V8r2Cn+@!qY zr&lUi4y@eX#aZ~dc+a`>hiJGV9+zSDun@cMm1Zi`=EKt_VY{4M8tl6!#Uu(6v2!S4 z@dXz_{B6wZSA4qzP5UuN#?$jCm9*K+zIq;hHb;|lIFC`SmfA7+Jq_b$>ZuFMGq6AK z-G_dIY)nn9IJ(r5iiI)B-?YQC!P_>?t~rqb=^EZD#bp^tANDq6O=h6L$US(!Nd_XM zm)XbcNJFsEkv_TLRD25)k9XOXjBQu;A60!Ak5}`%R&iD(;~+)9JYFaT@k8@E`;ZLj z&7XvN_a&h?sV}75F&QE;J4Zt`DAUn*+&ho~{kKz#L`Kr_ zz0Y^4xjLEE7n~}ftcDG`xLQE9J$`T`x?^m?~u!izb#p)q}(6=!=NF&$!1B{ z7!6NuwrI@ym;)DEeW%B@IZ!)N7^jg;L%&DEA)k z*`9|xPcNU6u*-#(p=4Cc&m6>^I^disnS&n#TiB4JVRrL^XY0)JFyN55a$;^iRNCA8$@#CMlCv1@s-xh?O|*qRGx%@Lu=>og3{dB(cBiHhMEivOuV8mcsp zl-7#o;e2rJJ=%kOtT0@qG&>|8i>KWeEm>0lQK8lcN%Qj2uXkMIp-vw9OI>rD6=|>- zY)xx#$%dwbn#x#t4zxITW8_cgWA|~=E8mlk*CMN@&Bya`ME2w4h2eah7oFX($Ri)R zrA(VEw)rska_(Xu%R^R+$(GyFx$x9cSzSJo4`MSoJ*&R}59sI9o%;$fI9=Q`C%OQS zJY!pb2);Y|)qZ+qk&n>Oe`j@03gT-lhtKEGjO9nv(5ivHZIoGJXv`>8*Z0ED80&A zI4WLg_%|sNy{w$6rJpl#X#I%l?vQK*9ayQkIwA}9mOk!QYjZ$*%?mEE%0+R0K)<4Z zuQ(aoX2oN<@KZ|cbrHl*dCzfq6KH#gUjS zR7D>g(d)=U=tIhWKi5n&CNAQ|PG-S}Y&>!3T?U%lK0B^vq(T3A$!2$@R0x?s{QkCN zL>X7zdS#V?*e*k1o3Lz@zVz^0bA$@6fw9uX4^*5#X)0thoC77BKUePz z6KMru&*vEB;M%sqo@Gh-FgUvK>e8-4n4EkQRe35Ok5*dZ@+}&CJ;jE7>(gL!VCeK% zSpxEBL^nn_#No!A^&`_elCb|l<};TUnb@oLoBJ-1ipYc+9~!49FmLE@;s^`sFtX+L zdkrf5^cJmfG0TSdJM*}7Y6eo*Zg5~Yree>PTv?fR{?*CH1RXKz&Q#z%t>lQIp7fVV-+U$Z!D`@8)FCp`t*PxD)Av@)?wB-zH+Jqu&rA5>(!v!TVX zKX0~_22Gvmywgi^k=^CJvSUdORQ)R7^xmStH+OZfsYo`oh5Unl9;V=<`=Qkxu~~4P z-`Q~aNd~C@-920{CGgw1+=BFE;oChX&3H!^UcXH9x@w()T|+M>hO5%xIv!H6JUR{G zH)%r_^fc`FaeuT|KNTPT&3Ym>I~kg6&0R+tli=2QpDk0Aimc>mQDK!dtjTzkt}K^= z%Poa!p38FZ(`KNFo011buOy9AtX#xtyB&AzrGl#A+)9zm!V%Fwhpt|wK&W(OXwL~M zD7l9H*-_aT?_DK-bg4$g5(Ulb3b|%G9uQFh#^mj7JECszm+w6z- zrhplxdewYp5)L@2R)ii+!(6(~UcJFAJoY&#{>g)aj{Jrk&O!>L-{uXfC!UOAOO1MxYLYp(vzZ{5$g@5qK zEJiA}`&>J>Y->I!TJNv=&SfIc^1qGjf8}5nCMU1UVF;iG1ZZIZR%*hq!hEnm-ciY%3szATx1+NzE%s}`; ze%|vGP|EjP6v4%Rw|rhBpB>@ znb1=2S$jY>3mQD-^8U?Kg#T{Qo?>U?f#lS1zF{VwPC1Xw9nV0+(7;W#(lmG{Z-|o0 zO2Jo;SiQrB$izk(nVCKH$ied9*_iS_2fg1KgUtkCI+U=F_E{|i1uL08aJ zclG-uaOD>Vzs!olTvrp@4;B$8b4tXWgK9Y<70vw9Qt*Ed&A%Eb;j4W`pTh5#@ z&VXjjq3)Td(qV3FF-Jwv$1MZ=vsZXi;oA3Nd~}Uq-rrdi)>xSX&9gHv8zfMW`&9qz zZ^4`%Q<|;4S6RSww-;F@s7HmyO6z|`H0=AUDC#ki1G=kR+4tfcn26^rFo~vNXG-Ql zkv1y4-+L$a-=ku_61~nr&}RZx#*4;sDQFCmZ#rpBLAzP^uXD#J2;1Fq(A;1*!9_P6yL_CUj4g^$74RnMxjXZ4KAKIh zo~E1RLnia>&<3pnESU)Y)AzgpLuWqFe(Wej?}rzg*{+3%ws61ptfdf6DY~JnKNLc; z{!_(vxgvCYYu;QiORy%EdA+YFMBkf0-{%!YFio5(@kOl|p4Rto+uSHd5AWS-g{Q>` z|1Zw|cTX`IK1984JyHUeiE(Gz=@J;^jcX-}m!M;xbCuD)Vzd>$=r1`|0tK;}dY$KV zG&bzY88u>{)a%&|wmAcC5{r{Q%QKM1jC^?J3mwrP1Dr2V=};7peli|QN07y>ij2>6 z?A)0e`Rz{$RMmtImHIM3QFl5M`0vj&Ck^~D1#T9 zp}4(&6{VvL`yNJ}D3W2qf_|VZkXD8}1HEOlcb8#B@PWKwn=<$)j`3c)m4W`|R zAk1>-otcLThQGY|aet^1&#NlLsyUU2^=yrxCso4dkCyY6E0uWp;_zv^IaTOsT6jF` zqF|LOeDpn~3JWi7TaY$dg&SvBf4mD|2GRAW4NYSDdmHFSLy$Iq;*LE!bF>%^!A=G%(W z&Y%WCscj02{cA80*Y6$hxCZoJev%xw8uaOgWKYW0U|IF~#LfH~glDRre6h9`eUH3k zC1%t@Syi#gFRliKOau&(e}g6D%;4F9dUP_0>qkbGR~>8&=DoOCR*S_- zy5HQ7)*{Dq?Wur&HP{m~dHUFJ4Y18jPh(vz9yV*YgzT-w{;r>KqTaPIxL?;So>hy~ z_5PeUwY89a&yDd=sl^Pc&Y41H4R{;K=;=kZkjM+wShb-R7Z1w!O@-8=Ea2N$d*M2K zsCaz}!F5nPGW248bRE)c2Q2o+)xlo;{)G^cI;4D9Irpn-9S&(OdHbTQ9@|t*_9SfL zpmW)Xjmk$33N_9;&tJgB@P^LU?N8Zof3lfvTU3wId8?INO>1!^)b**Ra5*F^+uUPg zSXdyXSNk!(0yn}=>e&i-7dt=thHR+8bM8J@%j1=>Ebx#yD!>8CW0yN;_@F%1nOs19 zhLGV?Ya3(vp!*NY&yr-rtnzz?Ze|Tu8^wf)|ER_+>KES)0^XAheaY+8YN(g$bF-dT zqv&w(-ksL9`10dN?r-Nh{P8F#SG-?`v93MBy{UCD8iPNvwlS4SHe@aUNZ%g?{3z=BIP(;G1|m%#m3OJ+c>f!h7#;Y`8Hl%y5QdIg3ew-9rzV)2Uqes)>d3 z%(#fWA8UVB@ZNK?GPuo+9NY?S^cqs-LFcSx<&-cVRug}Dvdj304!UMFy_Ao>Kh(L0 z+If(s%G2_wJXld1cb_`U17o$KrNS#Na<(@fU44U#kCyG-kzcsDo_1;d=t~|}E#0j3 zSDFuF{fT9iR|5O&QQsrgJOoy4KflwB2eYC1;}PGv$UEPjtrN;cQCZnPx*&f2!*fF_ ztps@Uon>97IPiCW;O*MWMTXDV89f~yW+)Z&Zv5rq_Sn&#(gR$0M1Fjw5X^-F-M2wg z@V~Pv&qE}d19D<2)_fiZ#YXk9_8x2mRm`-IWMq#m8(eD}_xP9fF!y&==rpg#FZDeS-W3b_ zfwQr9`ba(G6!urU`?IlZpMza_BpVMN-}$${iH!>n*D4J$*`QD79s0JJjf|?plX@xj zIM`nHXFck1VY-b~&{>CzuJi3p!|NcmWZmbbSLz|8eqorliH**Ow|dW=VS{I}^xbbK zHnz#TxBj=24O#8dZynNtyv}8Yzl^VkywqX!uV(d7Euz(JU0V;UD^H9b=F~xUd{Op5 zMLi<&T0c8fvauqq+^<=VgUwU7OGFJhP-{5#edB2k9HNf-Nldb#?tHKBYY7{U$=~Oe z-(n+gJjEw<3mcpE_J3OVwI1VIYuY^e*a)@0^Y7YA4(KoXKhQ4-c7ZVgYXj*0^#aqWk;&rKj za6=x}n9aU1`z{ZTc|rVBf;{@XbYE*|ArHel9F`eX@L>3zttftshex`mOKwhcF;`Q{ zH7c14A2wr`s)!)Z^w`oef;?V4`}R+Rr-J;wrfd2umygWtj(eqs`S_H5!d&+|AI(2C zM?dTFvA#Qb?}tx3)Y8K?Uoqn$$+l_ZJi)3nCZw~&pO5^>_Gfno1@)jTU-9!5ABG!* z+!FI~$A*e$qh1mx$@$gCbN_&7D4<{zhHA#(faV5%L zQ%94JFj~Fxv3@?>+EzZg)yK!ljN#=~fA}c5^GY^kiVxeSO{D1~AH7H9XI@C;Lw3Ue zT8;VecbfS7=L-)usTJ~PPVsQ0lz9CT=R-we(fc>+8{m+#egEy{jc90CF#Tj#BUZ&+ z4=^)o#GjRR)q|fK@Tl>(J^gM2xVnqn&9^pSsOAt)es%-$&W^9yBf#nZuD)g`g^$+2 zzW9Ii2Jq_Rp8Z|eh^I~2Z#$$KVSVlOj?2vr_}Enc;ki!(VxQX>xGFT@LFw0sCv-lp zC-o)S%k$CT64Ru3n}`1a009606j*sURc{xK6lp?2QHC-kO@7fNOEgFlp(G+SC?QEi zQb|aXS%xwu#69PZ<~y3D0hJ_$LXo6F<9EKl*7Mx^-gDl)_gZW3eY2t+_|-0rSYJH8 zke1Md7>WI{D;73`e5gxa7;VBgdAR}4Pfg&pJ^VT@Xu^y8ko3>NmkHse7;X;wC6R zD0%Mkx)FAd3VP&X8gWo>c2>w_1Fqiv-Q=FofPLDtY+I)`Al0515b0Wv-i2#ZDqR~; zJ!};dMV(XdTIGB8eFI(}>KSGZHz2#xTGdd{fQcQJk6PX@-Sf1Jvg^KkNNekNGpr-v4=3kHIt9Z#r+( zBW?aNvCL)lP=D*U$%m-Jw4=CUBwL5!Oa5i1ej-S|u;0BfLxhLBTraBR*CBCzK-7A} zdc2kV>-%nYJ^XbqD%kz313g+Yx23uc^G1ojMu$2aB}!~(wuo?aOMYX3oe00bsuj04 z3Ni63|35nuA!g~tzW-G&!ullx9{)MjL9eYz!@|4{ZE0;+=k2URp!H1YeUl zUlzePzMmaxAi_jHwpQe&HhC@YwFfAN9<_m=sJm$nL_veabxeCpgcg`vK6 z!$Kfs$;L6d5G}Qd%+X#UJiZll?sgVJBynNXOk9X}rgL(C><}QlRj3w!fsgn)zk8f- zd`Kz z3PzC^Y|@&laIU7{@1!ah)zyUyU9-99(aXNm>&%5gMPS0yJzPAW?*FxGYc0t6JsY<) zSEH_N+b-{=)yQ|6JpJ3N5+C$;F?`i3kn?>{VrzOeOhzUfb&u7;VmKNLy=&2Vccdt3 zb}eRW+Sc%Ts^NY$YJ0+D6~wB?t@#5LxTzhuzA~pAw2>1nf*v*!xt3Ag794b(ke=?< zRf*`Ld+BD1)fnLvDTQlPW7qP)hYgKY5bwMn+1XSHk8|3&n`0}GrghqzC0~ve>)jxwv@;BSc8J%?KJqfOrdCGvfkbkDQoq?*@Pl{*HF>sNuayN(o8K`jVhF@qxgztL4FJ6*OeM-5NOK8x5&-Q!RUq=rG>>NNu4%10DMm z7QV4%AUT&cV;Y6Bj*B_7JLotbT<|UaCy7xLvFkfsNW?7P-Rf}ihS6$ zu$sV>uh+Irokk#qdu7bQiw3Q6llg;wB(%r6pZUL|K*gmD{JkBm9B#^hLz0;o zw~vl1n@?_4+ChiP*-q>#CgG}?;y3byz}+p!bJR8vu)JkTB)ucyq~I0gZ^VGqRuete zD>_7tZxUW~)3HxpY=~b)M`ySm)b&6A1o~wV>IN z4kt0&B4v^R=hk=AYHu;n|NDe%ZyW=QOK3Gu)-b@Y>RMBjNXKBrn-#7vNEBX6?66X$ zFe<05e+PlFz9rE^R6RG=H>fr1G4N%FvY}x#RX?Bh&4E!2l7p>uLqfH!*0+K z;6qC{eL{ltdaAQpiA3e<&h{%A1oWEP%)W_ekT25F)L2VGf9Wx~>H<1^%~FDXsWYI~ zWO!+2C<9|weReM^7*Hs$cX$^>z2|22oyi3hPjMq$eflyN3y-m zEygzz<^qG(M}GV7u|kDc`) za3DlCdaRg$*E0FD@)TN?U5ksnPGFN!)U>M4lzty8Og*)chUil^r=M;u!-@AQZZTO8 zpy#gI+m!JD$6w~Ax{S~eo|V}g`-Z?d-vyqzy#(arR%n#JCa`<i~&$>r-B9QK)cm(lH{TNm)X}hf-g2hSTpBiVKaD;gnS6>?FJ}1F9^BdMTB4IIYq(04^fWz>#A32RQkbRxM)#PX(I>YxBEg>N1Tv|Fw z`BQX{!Q{*qI;7;sEuR$A;nBX}zi(9ky7qKY=U+WKR#I%a7DvL^l77UP(xb|{-tDa_ z1co=nusI$yY)IGcwy&k3#VmE5c?=1T`Aw}hJU;v<=>A7t0%tmNVHsZvGMsw z!r{uC%tMsl>8H&9aqTV%nW@5xrX?g+ZBdWQ*CP;iaE{!!cpAi|Ed~DUGFToy?_?BI z2JX`7e?0RDXukX#B9~5L|I(pjMz=}adKJ3rcp8cJ1-}p6QX!G+6ccp*5&>U4Aht&tlaA?DO8~?ykyrDtg<&-4vks5$zg32Z(Y71s(WrdBwdQ(G zr6W@(!-_%mG2NfBdyY6$^}KMvOnDIPp);>B!%^B;i_pG}_#~~Au^fPffG8P03)=~Y}<=q#r}}Tk(MeSAD9_C>kEqruZBi?)|El z>bFn6EK!j!Wgsiu|F)YR3o&j^*1Jns5dZfi%(|Ebt@pL3AA7QpWpBA)^B@yH9Dt_ZYaAwOt}&km|2VJiYJrbacfRjj!lq!u7?r*vUZ?>}mTWJ8|oy>d-33l6Sl zp6&@^Lin1NnM2Jl>m4-;QmMJcmPzQFR?zWdXYiv192Va07^EA7aj^0Eyi;u|9MGb} zLs$M{qd-e}baFmbpWJeN7daN1t|h!#OYy`#bncL{90OXPJf4YDbBm(e;Qha`)Erl8 zTrz%|jkk2K@t_nA;`OsL#{4-b?Vl;5afXACU)LO`on#}hb#Bjst1OIr3Z$psrFbBh z9A-n+^|(_pQ<9pW8g7ngjC`i*wOQ__bZ0r#WjhxfxK|FcJCVIZwF26cC*_A^D{w{g z(892v9E1hiwP?O$W4C_1hnNBzBUk*N8A-CR$HDl{@1$}F2O$jbsdKR^iLz9Wy?(RiMx!=*IoG<%nA)W+=hrz)nWx`&)B1l7@04r#8xiyc+1_t5`1J*5HTWg?vR| z4Wy&zD11_`#_Q+vBhGkNq4K~2zuN~Z!CNuLcx6!majxZ5ABvai2^Ly%GSvt!$O&+s zUkg8@f(+ZhTA0Z~jLUTTT`1jT}u0 zDi5DLW%dcF{c+lTlW*>axX9BDDD5BSqCIfM>2*K3=$s-U`|~>&7EV77r_SPHv-p2H zz3#R6y2weewX6o_Q)jooT2zB4X$G#=Jyo#Y{ysN8mW#iw+RpwDcnH(fsgSDTVTz1q z<^v87;TH>PgK~Lr4_d1Ccs~zkU5?KU9^}H?|EGuYJ}#8q-zsp9)`IolGg?neExr{y zEE%cb!IAs=^RW~@&Wkw1k1q33^|AZ1(Iq}M4@Ppt%=vK7%nn>S%tLPPtVoMHJVZAs zE7jQXAf2eY_SSVSWLIAB5=il2ss1nivj-mx#eoIa_6wkq-{*G6RDk1mutH=jfLq+9 z-u_lTy0)JW$?@i+&h+)MBn>{!t@c}VWQd0~qlJ$RgLv@%ecfswoewMSeUllN1vsYK zv7_dT087?3iUh9(IOKTxj2?v*b{qE3Js?2$zwqNDlYC5ERD9{3&PPmtfvnL(9)@hk87It0t|PHJ>#tuAR;QI z{W6sgoA+Pt4;@SsK>XoCX0!X)P8V@#}pAhh`qTyix6Vt9;2%*Rzi3) zKjw*b2_Scg!7HcYQF<%!P6`4{5txV6JP|_dy`S}m%OXhp#CEA<5$>w0aCNIi_|a#5 zcx0OhZzNWVy1ohV_M_28i%UWz;`W*olLEX=+NV8uRRHal3**ZU2ysdEG{@RZg!9X8 zoXsm2K|wKEXB~y_gX77_Z28V+ zK_)^-HfAtZmJ6WfeMJUd0u=rY&XH*6L$AXB`m()3I31f+lCC4dH^(R*?e+DHI4?k~nC&_C zkPxmCJ8}-Xh|uz9(~WnBL}>jp`_T_W5qbtbiw52cab%OzQ_)o+W;$7>OYRcltJeY@ z!#@HXJ%bSE00Fc-`nv`mQ}uJbvL=_x|2%_z+HLnK>|MPh3pg;-I%Y2PRFeeQN4p4n+6O!Nz2XrdU@canO};Q7;QLaE=?%@9}nDuSBY6?P4k z_abreh3*^?R+g8&lF1W+*Ry=;8!E4ZQPSZ?O+uu*88JD*LO9#*Fg(&Lz=OVXbECS2 zctCdYLb64;*mVDNqeLBYbk{rjHHeUFC10${5JB~@#`pamBG9*6T-s0Z&sE3DH0-(% zzNO9&wLOHWKT3)R-W1^R@RYXMRDN%Tcwax9DT4i~h2CE>sJL)m;;Fv~_y65ok?bmh zCQ|s3e}wS3eXMv3UkK)fKX=w&6XJ_fboS4`0?d)zb6s%>x1U zZdxW>q$)yFU7_-sBoQJNzhq6PkQf^)xt%D2#hzVHPEmQ!Q0@BFQX#|-pT={~9fUYw zEaQITy8t8GzJIT|Lg{^RpUX@t|E9XV2FFcB=!nqjvb;s*`8M5TtEULsqEE)BDBk}% zmgcTY@qR$6ziHH7h|fP#jWd*mSfilj=6s3bt*B?HY>*GX-h^E*sX7?l8+2=-_$~cM?U%9SFS{sDu`E;ZD-BBU-assjy76>6_$(b@1O6ffJ_SE2ad>mgb z>Gb9{AHh!+o6e^E)8?~zn@=`Xp9nL_FBDe!ggXvUKJq;!$7C<1!#wA-t(g{-uGzg7 zRZ|4`dfIcD-2pzlefQoEsN+FT=fEbTd3=;e^&1>A6JS*5v*U|#O0Or$=7ReIj9)lm zteY-C#&cTrMHAP;vv6c?W{;Gx-Yj9%ozg>};?Z?-!ZwC%*Z zc4|IabH~PqMhUz~W@M zByyoRV|jY49~b9_23E>Zef8wZ%oGJy4b(e7ewgvK3O}vs;aN_Vn6li7++ z_P-WaW2sWt&eqvgn3LR4xbt=e7#*Xp`-yTmDt=(?)Z`#NOy8fG$-+CC6gyFBIYfQ0 zoy3zXp&I%ur97n)`){$D&Fm}Dm0}({WnLwEUpju47L>zkN|W0JHJ|dG_WzCbVFR}P zV@dazC^>CHb6Q5txl0vxc3dup()uJYi3(_PueXietbmKW(h0t01-$w@{Krhnar6t@ zNA#7Agc65aT{l=bIj4~$eVvIG^}G^4T?S&*F8Hxqm~eY>f^fUQfjmKMtBNc~xJXy4 zRg;?AYNsY>2{|aaZV+0Z$wu+V#1~9Q78r{zA00f%M3}_&&S_wPJ=){YWJZTzPrQ@~ zwa-uRpRHM?!-D*|MFsQruwkK8;$}X|!o=mUBeTX>h?8u@r89E%ltW zpN^D~iLzJ&1~lO9P}@O=7JBb`ikL_C>N$jMjo7!9?;Ktcy)F`Au zRw2CiZ+aO>-#&hAC4p`K)+_r@kZ@v8vv1a?V_MTdpA?0QtJOuNPbe3D#FO~GmcorsQu3&Vdek-XFO}zS>0R)cJa{*n>$Kj*La!5IZHreS)^~?18V=a*Y7iJAtA9n zdtjoNMCxXhGvk&d#$%I@B%UU~-1K4#vxA1ARGG}OjWlqR7kqv=wG3Ochtj81lu`58 zvH{U40*9EJJS=obC}lag$P5wq(YDWdYa@ZFs;{NjuOMI)m-lEkLBsai>P5O^Wstak z?p#N8Dcp&YTAODjczC*Syq7FP&Fc@#WIxgH>!e3w9EEFbf86(fOvPa{twJh*22=N4 z7NwPCNcy;jVS1w!ZeQ&m$iFW^`{cEuNV8(7)va)Rc=SGgU$cmgA1T3l=TE(dsJQ)d z&;C-5EyJI%zx^Z6N?|YVG<;Q~6y3(3S{2tkK<<{E=DF94k^X5u4wmkSQp{@qgRqg-R?u?%#ID`1^3V)v&n6HW&yt5dL@2tYCfht zbdx_(kc*^{v;P`j6j1)9^d*CiSQKkIMjR=C z%H9Xc4%72dkeB;Kye}7X*Dr9pJ}(DqskaZCAI-+#ZDQlRY5Dj-PjBwcDuA=w?(0agvppN(vuB)<-EtR_UyWT7 zw`Rd_+a`(fu^d>G1{G}J=AkYAP;_)n9^UZ@=8LL4c#S9T+%YQ;%SEeuj5Ttx!8mZP z_J$lp&!6iZu9%ID?yi%0qj%6~o|p4pBMY`$O4h!~&w<<1=ugl6^B`EER-X1Z7k5&3 z>Uy5eL(!oNDSx@Scy{OexMgMzT+z&%*xz0096043~E}6>b#AWu+o2N>(T(E22`VBN56)5S(kq@2bu~_ z=w-EL!L=8;It|4+z{a=STW6LJg%)c2YE%k^^Wf`(j-?hc7sj4=FC?YsfSa2aEPkK?$I<;&-!J9ELhYu&mqi7@U>R6l=}-XN zgxI}I_60y(WE~?t-stm7hg@TF9Qtt$cOBni1}Fed`Rxybda1Bn~kuaVG z+9BnHJ;yUZ>73+)jyq}Kx;>0;_aF!EM?0BBZa4yfI%7LDSkf$4TTmsh%3;OYHj=-AP8a18L|adn`=*+UG&za4U5W=TKy z@QFNN+~>41*pdsWmZbRy@_CTGq}*lKlnaq_u05tVa$t2}!g=4HY)G1GFS3%(f?k43 zQzvISd|}g5-gZ6{b}+A7+J(74bdZRh0`(i^i5L&vT&t zePk5lP&TAMhw^C}+!ewXn^F z^m~H3JEU_VW@T3F%A<{bl-PMW*w9`|-8vioqcTyq!V<2N}R5nD(o+jmp=fGLk3cXNU8cfK`HgVsi zfpul(7e{IqR6lCjn)WgSz9(L_@=i>H7x^pYwcV-U8@rhM-75uH1nv1x@MJ;$QyqKp zy*XfcmPgTLPY&3wCfo17K!ePF=ju~E*}(enjK~2>CWNfC3sp{~!G{EycfA#ti-Z(_hBg?#u%D-7RHo z{poPEHBTjkBMrV}dOuMOONIkJ{Dpq!Q{m@PzP_wYSum|qed1R+4gPy>Hk;Fy4To5> za0-`&0(-7=~0-_tGInWK`xj5p;U^K1eP`wK1>zD))@ z+#2s{faAcE3 zi?Rr{%c)T4AD$t}7GZp{RBv*mqtteIe^!zAXAkO3@0f_^MhRCsto zeaq>J6c|}rWYnEWf=m_p9}{X6$d1r&ExnNdPj~o8%vw{S+f_+D*CzwAE2DVjJTpMT zv{<{vEdv}Rw6rhsrNfqytvv(IsZe>=@pj?KWT=UKtMktz5r%)rC$y+0fYCDNQ{#UW zU_N&r%B!iM-k4W&q%#9VOV_6duVlb+%LakJj_EK@$j#;~paR>9Vy3QR3K-I3rag+1 zAk~PuOMry}r9&V03zfw~t9rn+zIGz0cH|p86QaU+!eqJUSQ^*|Wi4zTNrS<34*8zn zR1n2>_rph0!IJl%+{#K4h#f0a(?6C7vVT4r*N+q5|i5tM2l9D$Jg@xOw{q6?7&?>2;DRu$%3H;9z(n9H)g%>lh|Lh{6-~ z*@PH4yl%!VQyC4a?G}}iFOq=#C^9B|C>4^1TaK#@q(WfNzU};dsUVbnzO#ON3b=TN z#0l9af^OKH6ClIocqd1iRQxCf`RVz+vaHte21Dpf3N$ZF8$Am~W2k_c$5` z*H0b0LCuVSacX@j|Mmnhky?9x>trHiue>>Vr=0?x1@EXaS18bHTtK#@kiluoxy;5d z(eTsqcdca-38+U4L)?TyVW;2o3$Ca9fm4pY*?KVwvKe(IX3P^n@|k%`ts(^!DE)7@ z-lG7+i#=>_8gR%JdOFXwJz;0A}VfbeP1Ujl&%Uf>v zMW;fonIi#ASG=k<8)9LS!~R=v53f?$VKi`cS66u7qi{1G&e z0NWECn`HYEz{Nf%re%=~7VAMZN(3?p9vQzP92^T|z?g%J4E&1-;?^rl_ zZ|R85j#wahebG(a8Vd^(MrXHEi1 zF_5l$!+dvsG)!)u3m$U{hjRX3QB-~+m^k%j{J9(eE7Bd@$IV>9^48Q&<-Oi;Yt%uy z^HT&gPF59sk%AdKc9|_~*zXnIO!eAf(OhB{0aHb-A zjR5peidfYyKWOIIZBq_+pu<3QRCdJ|h)X<*{LLf?TJ3I;9`g z;b>^+{dMxxJrZQLrCD5%4uxXvy~Fb?f$+8Iu}t7y4;H$tm zX2KB)Gxq--Id2#NHCdhxM4b)&Dx?@+*ptBR+x*Jq#Sn;SoD-{x3jht?=)b|0o|}U)Zf%)zo|_0ytB%Ueu*V!-S)q zZC6bcu=G@@&6P!g^25qjVf}DewY|<$cRvIag@qnI0Rk}ajx!9zd5tI1H33x zQNEBK0#>J`wtVr60@J^vfm=MH;Lohpb2+VOxM*);;rEIJq36fH9y17qvDl}}rXvJ6 zK)aOC^41qtv>w0t1#YkuH*`-z#|ylV?(^rK3jof=EooAn3li5O`6 zoDxo14~HSyewDb>VIbV6wr#C780g`rc!rPoz&uHdpXL+-zpKpIHM(Nq3EQO9@!$lo zq1d>#OOxU3qZ7Sm5@gts?>oPvHwG@S1qvzMjevy9zP4s(L%<}y)#B|y0Q|1yd&cnI z6&OUiMgl#8pi9;Ms%Td<6nDoPNO6%t(R&8e{bQkNws5V_GZw0a!fC_Hkx+9$pMA15 z6ijv~{^)WKfTa_cjEu+JVa$d++55=~EJb~nyu00@&Es9OV_7IP9B2EM!xsTjHM@c; zO~c`0?2hU7D;r$Q%}K(4!N680cJQ#dAF%IVJXGfE4hxZ6+;)1{0K>qcThp7y&vsW| zZP?fB1ugw;sq|wG7N*`PN00D zPOd)R6u24=$c?=;MCC_ME@m7uH)=o@}a zb?jS`@&_rjj(tbD3pva8cp4q-z;dPM8|~Y9Sh$$Xt5IcvJ+0*3{!cd=+~JW)@bHf(4#3sUczsph z5cDK>xNW+51$!!IB`Z!^f%s8_`g~nKus=NZZB3p4d@{PGg3<(VyxrP$_8KsPXvH@>3pV+qQ=t6eo2$3eDts$@CP3K=l}TfDj(^eoK2k$ppeluZ`b zb-D;}@VwgR#++c7kJ(F%X(WIKNA4(jz#Di2^2=rRI)SAj*AkK01Q^~_a~6TpV^UysdsKR8gmIc>7U4LaH=VZ`GbTyU=m=>PcBRGblTkS1n@1frnCtms+P zIPhkNi?bWpOzm=iy5I|3v13Q6Qa+$ZjhMZ-&j)zh-YVFia)TV{Sh=5=BwQ5v%U?zdf86C3fXvP&0&Klx|cw> z+%V{!xd9TI{FxYal#oo>{w;Fd1E&A2{xyFe43%HPww~Ctp`$>1R(5AF3~(LaFDSpk z2Seg=pq3k~kU2hbuy643ok{f(vpg`QT^H(GwZi7M0Nx?5>o71Y^Vh<|1IlwxeX~&Y zhes2J2HnT~!Nw^5{oZ|piVUwOq}(Gm@V<|EIMN>}9N;G~7O`C-z_mSs(^yJ*=p+8H5q9!wb4EBv_a!1m7Zr(afVVeFQ=d`?+!ck~I{0r-EFXt$PA&^w4GO(bZGYj>vUaYqgMS}q&& z>9};2)eX&?yOvGcz0p7UNZxt-U}O%n)X_}|!*vngIj1iX$R76Z`G3`M$klAUH{xw5 z=3H{kOy25)WL2jje;yyS)aA4=-sgkVZ{`D|LH-yjcq2>X4iQ6xb8@HcNl2Y2^tFqN z#u+o8V6$Q}Ui@4gB`%nVF)F*%u4YH0VzXB2szNAsKl>VVu`w7GRxdwmdb*+ep%Do_ z8WF#4Ic6ch9EJ)SIwqQnQ8=JICF(yNk1qRujm+6maHnMayv#@v+8ip7`UckIhK!uFl-=&$=OT&@( zbFN$T)-bd&4ku;XhoHaNWnX{y5KOXl?Rn4>jtYN2E`O7VLdywlwf2x$R6P*G&&xu_ z?fC*>GkYnhc>h~}s|X3%D|l{MxcOq;pT?KYi5}=5`R60ysv9z!FUD^6-tcAOF)E9O z584Em^fa&%@J@kE?}AMTx@C_fAHZ-Ni_s9ygZY=ZwNY0*+f33GJRrMA^@Y3-o+4vh&-A z(I+D@b8JtKL3;Scyr#~z-6f$`Y>Dq~tq3ev)QCIsA__+>#w*>`$*8nNQ-fhH0aZ*4 zxO$foQKPcHUc4&>+vGo7Eq_JD;i4bJVm%5nN0sb&&K`&VT_l<|DUorogI>k0K*pM{ ze=ol{NlLZksJ-k#M1a=X7!siysh!GdqyZ1 z+v#I`S|WK^BlDlAmu3M5PP|ul@wkT$KMQ*PCg!1AFu(F2hg|FvZvA;eArEn0!AMUc zAFs3?H&zuWz_%4w?2}L5!$yUsNA?kgxa~#u_m7OlD7VY=%|E^py!0_#k$IsMg9Q3V z68MYpPxUTC%jayu@o_XW@+7`3|~_| zG4E_F$7AYBVM&)NvEP`@#P%W`E8`R^nq}#@d2mwV54{3)wGMWh{VPYav9DE3A1cu( zthXngrwTtmtnKp`pkt8CbM-+29rX!&cA2izk%y8&m+-Del>uXyH`+Cr=y9;AO}Ylf zRY=lp4ArPn{w-outQt96&eql4tH$M{Iy0W#)wtqFaVa9#Y~+E!T$y++p0~xT*feqD5G_vs-#Co)x^27yGjoCtj%7SbEo?HFMvLgj+4T--(;pMX14MKWgzG z@fy4>v#0&|Of^Qp_z#AJYHTVdeiY)XLDK8-zuB5K`1{wN(8%~2y#HY4-lMr19C#XZ z_!3JkYCmBU!m1ifkM786W2;8q+ZFl?hIFJca_DJD(DC3QHz}d@D(p!T%cD!t(aco) z?`awx&y*^MR;|+Uf!bvJHOFcU{x1)=`DEbJaNR-F)tiCLMhX zB875U>8SF~$V$qz3jLL?pNy2L!tEiKy-&2BR!^sde zk``kIUa&q=@R}(dw|WYcy?B|17u@WaXD!o_-BIbWgk(CdOkejTf6qV{3ghipQJHu) zw&q5DV>T*Ikrq0cXjod_LK`zyGtfx`EB> zj9NTpL_h|TM=g` z=&?N`p)YC;#k19NSHD;SgQvlMYd8W7FDmK+CQo4ViuAd%5m`9eBI~$zl>iHWe%UFv zkib3kyq(Zw6x^HGoAvHgEL^jed!IMAkT2& z+N;k*kP35>HGAy^h3ztj2kuA0q~w0diJ}B>sd`i5eKQff$v$-=DoNn8zdA>$G6^nx zby}Ajr-0I`e?!@70@OKIJ>E);hrsO|_0CJtaLp(xd_9r`%m+Kpv@<0@v1s-&iM1r~ zD$cFko0kg085#iX#Zih zN`u0hCOcUp8cfA(J@&dQ3w-;(?;ozug#Q5m0RR6CS9drSTo|`QA(G5cl!O#TMn^)T zNJPWRil~q+*&}<;i@RLcxYp(38ZRXy*;JyGl8{71U+DAK?>Xl@&%59A{@&-mHmtZi zbJ3v^d%=^Ju}A?ezwqtFBgI+T5k?#lIs70^GQJ@qfzEv+oIFKnn! zElWV1i=V=|)bPmt``Otp100&jZNKW+SBTzA9xJ%6heOL_-IpD?iHJLOTBfV22sP53 z9z@uaka~mMtz}yh@(ekBO{AmU5pavQkbs?6(hle^D2pf#i;3+nnPa{3FY0cr93k) zLQhf{_Fi`&qF2FhKRo)2M=R6PF0?;*c(9x0WrAlUVE~QLlTC2`Tlz2k!-Rd zS7vw-Iw&1myr5W&yj=Ei4n>gA!!*tjjhiGy-^={Z`4tfYz$4`FJ5(nz}^4vk!xG8N{s5PUWCm9$}bqQWoMIFzFxtla9VrtlTM4OhdAHUQ6~5 zb5Kdcib*_2K2njmabGTK{nk(j0daiyvW<}=qV(_U z_yST?f4(hLit;WUKOp|hV$hj ztr~fe4t_k^=TEzxfJo@S&WVZem|`^iJUG|epNy0OaP3hK$p~|we^z^tgeJ|^o5em6 zkXg({CFyM}viuRk%JmV0Xf!`FL18Rn7CtU%akU7Mdd@Mb#22F}xkqh_%*9A8pl+M% zeGwA-R1qhhOGK3O?Mo}7IJ9DSo@dZKADMN1VX_p_C5=BGIhRhni#F+Ph!o)al21oE&bKYKbcl?993zW?j{;EzEh@v5;At{fD0 z@WkPo?sRmKaL^;WAQ?3?OS8rZ#h^1`%teC}p~$B5;h!z$RCImU6`bf!zH|QK_sCYI zqR$w~2by*%Xo2jeA$u?xo%_b-pnm8n(#$h_|BodCoj>^am;Pu7YFsZ0ri*)_k34pj z&fN|ug{Nu#ds`s#TPY;{+73fDIf0Jt{h^4#tboSwEf5K3N3!|%_#!=>JKn-tj;L8O ztiO%*25KW%y(?*Og2`6$#E^~;{ABm-3Z4o9m6K1(+8ClhLVn=WgL6KxAra8)D$~X@b&#y(`ey1aA!8l)f9XRv=PGB0oPcVzbu%Jvo}Xe<+DIAE>6KWD+}DKb>>vOb0K$SNC$fW1GKp-UNzAL;M@Dh z)Fc24h4*%uJqyIb$7k%nny%%+W&f)g_MfwXcAQCJm6ihzl2u--4LP9Nt6qKiI0nk2 zG)A&>3P6~c=xbGng|_S3A6@Ejpi0vo_#{LClf!U-zz7FK&o5)kiUlB{QnoLD0|U1_ zU5w^B@?m=}pYD@X0Q*f>Z%XXwPkrKB*t!=FB!r<3FeHJV?Uzk ziwrKxjAro!GTe1>`(VC8Hud|lvoa9gSwyWs1#7SAeWTvQvuIyZ}cd+RKhl= z@bkd^RggD4%y4s~9ENN)y8k^Y1B&T3>u2vWK+(p2o%_pR;F73DntvHopFi?E`C&O6 zV@nQPQldb$f&Mt7Oa)Lb#5&3wRzi>EaXzo(6>v6Ac7CO{3`~D;Y-P8Xf=JDaKK0d7 zP|Cf`WPM~u-kx_~^ybT8Yon%QMw0@cm~BQs%2j}C5d8t@SAv&&qpO`_6<|c4l`PFw z!2m6L(le$Kx`KCmm9A0%(?KK6NDOWnN8n#!z%>U4?0bA1*eR)$VtnIGhUI?VZ+{N(B!QvWl=lm0sR7n zxEiofbyy@9)_^2!J@y3;6*9crj`quh~}zR z6U(oMf0=I+q_*l|>ZRjfdR+sQ)r$=ERy4pMr>05#u?D~|nv7Y>G{7$U+#mMsdRQen zmGzl7fY*$bR(@3jJU;hcMD3kGvoh2O*v{csjTAZvBvfwn*)&0`AYSvpXcIU+ zSbx%KN(ZL{c}sz+bZGUJ4>tFt16Dw6q&kZZznj$0+8k*DHms2)V_g#{ZyzT!ooI%~ zG0EMxOPXO%mzXS*R0|N#`>8UuG=p0AolCmR&EU6xTp#OpacI`-|dt6jqt%r{|Nh?M&K`Jx^r5p5j5OR#tb<%f|=>HHJ>Mqz);z7 z&be*p{oIR6StdH{?N#d9xIqU`tX-h>WFwf9r8VC7G(f-SCDRuY4G?Iv@H~H`9+s+f z1xg3&!Tmn3Vc@@dxYz$y?TtbM*pgW|nUot~zE;60!?6MCYW}iX?&R^_jPuDMy9O{% z%r^-bp@G|cB*XG48eF%3Z=pL@2mNOGI6uESxO2zk`cLaRc&EZZ)2XY2z!y>#_&qdu zw|lWp!k7l4n)aB^R2ryBnH4nc)KerbB53;+6*PCXyl#0)g+Cio1zp4%h+gS^_!w6M z%u)@D6mBX+e6M(>&Q1k!RR-XHL}KcvuBwM!VCme0T0E`5p6KR6&vbZ@Epr zYB);Ce;?yp4Toe;-d4@5hG=csBHfV+2sGxCv>q!5-i=pZoT%mSocnL-dBt+bQnsFz z)+h(@t5pZBc2PiboA(+Uo&sk#x8L(|RlscK)9GZP3Xp#pw5K$x0$S*{5k{)a)fv($0u#v*ygj?AILO)~WH>98_ul)(Ojh)rm+1ZK+ln3unmfQwPY zwM6MsD7tUcHZEQa?=7#UUv@2mp}skWm`6pB;qOcv(=UR?-L4!XAw^L3(3>oKg#_ur zeU~I6NKiI(Yi&-f7=B-(r%ecv!7u(~2@j?Se%dpHUkTiqf7RX9mJxVxag8M99md1^ z&odbMDh{^aGet8z!^4*Uo)ajM0A1mgcXDnLL3K6go3vCBa9Cg5x?nB#Z2%7` z5~&l6oH*G1v2Mok(ayX_zsOg#vG98Qk^!$T7IY{J8TvXn=>KzA>G=*1aGZ+X9XW}I zKK0P8q+$Z>!??(rjl1ELb5)YRtrV)ZPEI9Z6$37o{g{N#wFR7+j&^?eU9CRHE z3wBGftA}v#SmxiVMJx_|C!S(fq_$#ts2tO7+9$aGKxQjfv@(~;sTo( zuwCLE6Fpr3w&wYQ>GumEK$)sL*novW*UvZg#PLA)Tnp>_QV1cK;jEXRa^RhXsO8Jdf9ov9ZNB zt73syxvxWa1PdCL&uq4EIdCxjiEEi-CcJ(tS$xVh6As?Fu)(g90kw(v4MEKe(B8lf z!%QY{|BU+uQrYm^cI1=Ksa)VRGXInOIuDdFcg$H;vO$5i`y9Vn8a()^BWNs^3OYCM z7_Bs#k zZ2U#qS|tq%dhFKvt24kr#K=b^B^%72^SzU2ONBj)$}Uo3u|N`vc~gduhJcW!b><_H zu-B$`fWtfj20MG%qZ4C5@4|p);rBRTFVyQ{;7$g`GZ8&LjVaK*>*ABxse6>#z15ea3PTW&;Pi9#~ z$|??-Z4yg$ier#g>mJj$ypibV;jaGZkWf@v$9^aQ>x1aRjqOE;AEJ1>tpPdyJE)uC z!OLHIVJPCztV7PBIHcK|cO_gT4t20D@E!fLgZzSlmRxZN?H0XI?H!F2J~<^l?TA4C z3M#pTm3H<>>Y0h-oxZ62*YBB1WiP}syRv#oIR;?@e2;#pYzsqb5IV+xvS;`I?6PC}|f@?KNQ@rZIymCrUW27T+d zxZrvy0x9Z*30XY~MLwGgL7yv1&%ui`1l@V}w#m-GaLpTFj7YY~IWA9O{y3x%PE2V7RWll;+2&M4oJL82y@OShd85!H*+nbaGL&NVaGuV0Nqk`E^h zP8|qA4fV2r$tm9Gn&vvoy}_r*!>|4lhinphZv8l5QZo^;+Q=q`sU)IF+IaVekT}HD zoxr`q9F2NTkN(^!2}SM)9Y&fx15k{YPX2XOH)OtY_E+WYa3sN3D3o|J4#m$(wCp~Z zfEL)^W;O{XAg))tKb>)mMTUB(Tl|Nj5WmWLDpOtvnmW^cOW~6j8nlWeYNy;rS~>rfdMZ*v-QdEE9p!5-SvX^}^99tKhzMSxyK7=<18J3EWbd*Kk^|LQBM!Ix+V{+#7XJ$`TG|c%YwQ zTJ8g}9!U9BvVrOoXSBCp#~uIH5NQciv{#E>hVS*$RFz3rIOTm;WGK}K7(_=kz9(9O z1a+v|%gh0FzuN7SC*_J>cSTV=f4QUcFLP`z_4%U3@c@DQ3BJhhdLU))nhWwX@;}O! zYKCMCe;;zbY65%NgAV=2XMoamCVZx|LJ`s2CA=c>DSF|cS84Ym0hw3t|0lejgdSKn z?@PByK&I{8R6<8I+LK^;)UF{6QT18OGt$EmHD_!6Hwr^DC#8>F3QtB6*(+Dor81EG zlJ(6qud@+bI%%3kJ{LWm^i+{i$VT532IPw`rK3o~k4lmZ+rL>zR&n{y-Rl`B zvfe|-1D}jCFV0RjV|V_EmT@JStZ?*XzoCC>K|1Q4vG2cHnS&Tk`p>Hk<)F(~@`Fm3 zau9jbuOVC@8(DX_|D{`|qRsOr!)96usCI_tac(3M4gQEY`{Y6>>ON5$^Rwv@3bB%1 zs&c!HIB^Sy*sn*SgMSWujPglF?yK&_#iEIb6!4mLN<9I6EKW<42z!ctZ}@=9pD^V2 zL7F#B!WZekS%@;-?}i4cK3SayOu#co=5I83f-RoM_hp_25*5rzH`=MQ8|P{Jf42D{ z8TD4r>=?W==T^gJU3BaG_@-@~X6)tbJhTPkm32Q#7!W$uZ;CaMKFXMD36pcv6 zy(&osi~T*zwa-&v(RDmQp(6!qEz0z0xa!kpqVcI3CKIU|{i* zjctuElSSGBN74G*$e0(kwr9e$_yTa#g8hlhqq`UF%GAnT>w7GnbuEQy5&lx0Y8 z;%S4H;>%)4S=i_QF_#QlKk|Aijue5`Q%B=AK>~;^M|Rl@6CgMAtt_)B0UB#?p$^Ri zV6bHWfO|m%Qv6~gGZP7ZV01Z(*^A*@b%3EX_YMy)6)w#4FM)LYX7pZ763~y$+Sxe~ zAzO3UsRu)ZlBO2~V+JC8o4TDH>q>-$n0;bZs0eNZ5o1j*l0fNGa}P$S7?dA=Ht>!j zL%6|OBF_>Tl22OJa|n_^*6iwq8}Erw3b~olx<&AJTE0X3LJ_Pn{3o8KO9F5uej!nc zfkNqw7%3w|_vj_g7Rv6Z0wFUFDGs|s{q^;S4=RD;KtQ+VuJ1&A9T%}KYXfUfu6 z`wWg07`LQfexpQzh8I_FgyvFUtSk0t(8~%qcAtOXO=l&PZ{1S*&%X-f8qQ%~@Kl4t zq40{pN7Z0)_RG!Pd6n=sb#2d(Mg=(4n^+FGSHK$|pRik=6%f23-}zgk63CtIcdza2 znWMYsYtfe~;Mq>LF1M`)CkyS@)m$|oH>42pB(DlYuZ^-tk}HADF(BW5q7ri0+Que# zFe0vC?59Z;XuEi9e*0Gi{~c-Pa|o=41yYs#GX18MKH+r`5*aNH|TfVZy(&RhxC zx~)rv_U#$ctrjXgka8_B45|f}4|OU5vQ*G=Y5A~{RRbpns9Biq8h8>ILQdX6VuZ!` z=EoZF`m(-8yG4a__FmD-->J|azWr&RV=d(IhnC;tsso>{!Na2YbwK?&LVvpS^3=lV-*mpH4Jw@8*fRZ4MTKAX z;luMiRH!Qxv@ttg3u#>98cxl%ATS`=F{xY!&qH1Ohsx_f?soa!Y*QLEI^&tXe4+ux zBvbd!&sva~%^qD>tOeozWWf&qT5wFd(9RlA3+*`^`$|)4A=Qob_>@W=6n#8pC$l5x zN9~pULyu{&S8wy-euH{=93Aw^VWu9$pX7QPr_lg1xox?5X)r9U-pzN122S}GUMywO zfa?cAG#1svTtF1jZnGYg(zIRTX$`=gXoRYw91}ZrIw;%|W$c=2gqXkE{;RbO zz%a2VPsyzTOivQ^V?`U`ME2dVdACNOJbV~6e~b=pZS3wcy>ys+fBP0ey$LSgZ9O%} z*bHO*40E`5&G2B@#f{$93@>ke^9ujn1Uhn|78fg;Kuz%I$-hHQa3#5g(IghC8w4>s(Y;gJK+Tqp zeM4`9(RG!_ra#)?b$9cw9?5pFvgx%tbG{ws467Alg4==o@Gbt~jvkS7l!Gi1Z4iS2 zMh4b4Xppr|^Bx6wvhT>Mpf^C2Pfg2M6M(W&0f}jG$L@?6f!SXG^Vn9dxFc=ACS-NR zT)z!SNuP^ks{vLdU6>Y=T0uF~^3C!27Wi7KAfNxe1tjF$9VI$iz>G=f3eV3L;It5K z&SGnYZ^N-2u9mGZd70O0e^)EWt!qYPhyrkPye!wU+Ogv^xzc^01rj3$81{W@hA$5$ zX60TtLkOjmCpMxPtkZ4@YCdg-$pIUSAN|b`gS~=Yr8mR9Y=@lYg}Lqs?p(?X5;lXLpp?A zo)WKoMTe?WpYK1Mro)L%8~_jQ#UpjvI+RsT;t zn0{3>RwC6y`)dwt^s{=PikwK%sjP>!y^_P>RrPRhKUK~^vH`s2IAlH=Ho#j8wV5B! zXuxSN&bheL-&xBn7e+C4z}omI?9@)5{to~E|Nj)1c~p$=8^*JT5Q=D#iZ+ETq4FY2 zDXEAQO1q?ep^eg}eczXvX{wo;sb<>OYYHu-qJ)GtNfcUqljt|Uzdq+Z&pFR?-S>Ik z`?;=7Pa@2Nj+P-RjB-}QqzwO5cHgi}EW@ptONAF4%OFq9nSPvC1|2>ZF@M!^G`!Ze z=5;AWT@(LOPg)7AHi(ME-YS89>@eZ5sRW0q)5{~@u+gBoJfTds1n=s2_jM?hVC|jd z@y8yNpqS(wN3SV?v9&HaKZlJD?T?!k>R5Pos7bHFf(3>Kxl~q)g_6eChouErkn~E_ zjS^u&(3@5krpAK7>ys~9^H{h;f1~^2Hw)d@JKx`PVnOAZ@FYXB7|a~wQAOoK{8MID zjQB9oEkCY(@F5dp29^!uF-&+32GspDDa3EBpDp$BMd+2xe`fr+2vah*IPD(Acxu&C z{+3jTU2#L&sXh!imz#`Rmlt5?>Gp@Mfd$wk|KY`Yg93=QmyVKZ3NW-&blZL|n}I)_-`8)OV?c1`v%}X%ObCj}9B-^IgxJX4)W2Vf5EQJnBYtf$!h8jJhW0bz z;HdFR^K}7Y-blUjdRu`1B*wk@`w9^K{7d#bbq2D>jc-NpGm&d3=#yE%L@SSgc#&Ws zCiVDcj|PgEw8tP6e3xaXn?-dIs_h?Y36y)9}WpxTN<|E=JORFYa&1f%$>era^Hz zSUT7`c6Lt=M#$qV#ih9jlCwVjrzaQ7ZT6g!P^TeBMB?_6GjvQeMP;4!$%81S*yq)$ z$ZtAXhWu_BzEsBZRkdQxFagswuL*jtdUL!JMKePD*WXKo`?31`DPsVi-`l`(&3e;8qR<^ok z^LOW|K~7WSMp_?vem3ma^tjEJLI zP`v)itaUXBJAV2s`MjBo<9B3xB__y-yQ#Z%?hyqowpu-R_hduNddm6FQwn%hFF*TN zm4QlaogMjVY54Ztw(4PG3jPEf3(m<(LC0(lP2@@%Bt)G|g-0`>*u$g0(2|K?feNe> z+;eOXju*A*lc8tQen}!K6A{rI@^XV@xRG9I*$pS4W8B4eQYRk1HZI4Tq~oBtW}C~= z1nxKAd*A4)c*Mk2$WO&5qKVI7+{qys5}ohQ@s_2+_IR1a!m@aXK2#~$trvzS_vw*I zz7Wtn6rP)S2O;3y);BHv0oeHXoym7{Fe)XUrYQ-B!z9$HC7l_C@!u0wvR<+9@J@Ft zHj6_cpZ8pPcmU+GKRn57cEj`Dy!W*yy>R-=H$y)GcN8vh3*NZkff2V1J`FQJ{M#y% z6ett`Y0_}2D>E4SR&CT*f5S0)szd$Q1AmM=e%`WexgGcmb}P;#odpkF)IdgD3oXB% z&gms+Au=v!*!bxUL`xbaKOJ$xon*35O13w289^hzpZH_(c>y34USUtSXrQvXYO>6$G?T7t2u0mn&9T6Kf_~zhOM|`uHH2*p42xXS(s8pvj zjx3Vq`5W#7&jpkAh9eI^GWL`=Y6-%M`q|;|$#7UrlWOK~`=j+%V|M;kCmjE2b3!mw^vtI0#qLeRcg#CSL|rrVvb z1Y)uCjZ8%mNA#y`4ZK8BMP>Lp4LSL9;5_|VX`grw25;UCzwWohuRQ1OqHiwXoDR{a zWck8`>SH}v`v3;<3%f%ehobw|X{p10;TSVy#+5$wMRlCjfxB%k$Y1eVb>mqN^p=|-6FFbVZ?4!_=kNg2YMW(X6$+w#c)mA23a2}X2@SP4Y-({ceASVFQ({Z! zUk-%h$7O5dUGKSi6*@)-5Co^~S~m^{gy6ZD{a161P%J*KF}*J|3ZupzxNjDV;_FUR zZu9YAlt*v+5t{_xrjw~hG~{GVQ;5j6(A1AgQ6R&lU*-RsUuNkI3j5wgh^?tk&ERb7KG4Eo_udZ(=)K*&GW zY|&Ofh~QsAU#Sn=v+X|;{ob%Y+%s!D=>rJ`Vh=(1BRzn`iAV_qzuKqbPwk=jkRaMW z84!qX(lcUW_$5*H6L^$d>s5_=wOS#;*I2fsPD&(>*q@iyNk}ECK3nWeF`*E9 zb_#mdDd!L~w#x<5e^H5zM#rBGC{u}fWl28=RSL0HEjbBNS;V|b$3vt0Da5?}jCV;u zJn?H6c|u($lAvtx9Gu*gK=AD{bh;3iMnpaqeK@colOTnj@Vu}hgE;?4QSkM2Dp3+B zc=)Sj0wH$w@s&sVF@)l6v6ayl;lv#)HeE*~kPzptoXWXR+-gvJWttgH1n=IHmXID# zjA(W~2|g4@-1K@E_2qmlG5_u7OY^A+V!64@mDN^(1ke4AEkWIPiI$WVI>H*a37*C3 zsiUio5W0#>os!1y5$VhN{Cg805@(aIO-9fk5{%4kQQ;M#giLJjCuz9{M6_Dv<^hen z1kGikX;{RO=#W-*p9VE^BE?gBelz%B@cd zu0-cU!~VfZXQER?`+@u(CxYbX>^xX#PMA&<9UpgAf{jDwstwmIAU3$;m{s8&T;7(w z{f%<~6blW7?W`ieY2STrXHqCUrGmu-+CAXivUg^_$qsUEpJR5saYBEh*s^vb2lyVU z8@)8`1M8Ek+5#^7gMXRpOiNG@T!m~J#x6!c{7>s=@#k@v_(&Xe{*#2|>cba6DK|+FWl;-x$sra6DTb%c9B519BpSQOrf@5*V!NM{b z@_NQp3F&k+^C_+E=gGoB|JM)%3MBJ8uDyw+Vm_!b;CD(cdcTc$c4TDZ zV3?`r!ZI@Sug{+`_)P-U*m7>6lmr=*>dM2KWGHOEvRzv|8+K*e81e$j6$MVxeiw0xbLGnX-q? zz}dDv&!qjCxN848u(cN2cN(nCN@Bt!v%B zd{_s_GS<}Rp?z%z^HXRZ3WW_+$|dqJ=f7i%L1Z2leb}ovo>w$cOKzWJFye5cLC%?)=XS-yxiN(de209Qb$znM&x#;AO_9(J-UY%PF74`m@Dm4W>t z1rMIRV1m(C_@nZ65iXuQ_mfAp5U+@trCkTOIi1NU^t3$R8vcG>1h z2BK)Cp^O%8_nHdP@pP!K~uSIfR)aRpFT`#^vrU14U`fqIH z3Xmo!KoN;Az?@;?@q8X8YQCGi3F~A+p^`uG&&xujZV3f*f&JPN@s7?()BQv}m_0U0ZY zV(?n;@GCyT!VSyAI=$XSU`h#&wG1)QNRg9IJIf_W_L?mB9=yDFV`Qk5iI`iy6>$}X z_;aXh?^IwBZi|K)g+vv@)*R?G4{8ArS&0(S9v<^q_PBHwar=uTC72>DB%vI6I zLe$4UDBT=Y2oHPR-<1{P{}E&VJ;XTe(FCo|rV zjgXUrVeYTku-qZjD*w9})JHK5OEik1r6nKY;Kl8S?^Bm0-ofpdd-)771g{57h<-BWB(;ul@*c*n-mqWR(jzAQvnlqmJ`upqVnj}wnD z3#$gL%s+7HI{ie$(}o2l=?!H&KC@uHKTlQ5l8sH?VRjRPY^Mc#eBZX3o-W2IOF2@lLNS_N%d^*T>kWwYKKY}$7(YZO+P*5V zP^s#-<>eC=&fnk}=~w60^;~Rb54S#3L6sFnd?k=us#iRfz(T4-<$_vUF&tBVypQ7Y z_{!T$|IcvGxN{bJxpmuiA1QBU!8q}o?tAV&=`S5B4*q20myo8Qx?Kre`JO%6zPA*- z8;2_vbJ-j1b0UqSp~B#LLDRO75L$E;WM1t~^`GMw@Dk=p%0bd%T&Yg5TIk%eEHN z^(%q@I{n;Pg;K=14jte0wiNgNZq@EjEyEsLRb9#Tr5M_n_jTY*39L@?N=Ke3!NP{b z((4yW(AM-;w&qa@RteGM78*-o(XxZ1VO)j{DeHxjM0TgREa{rz=dxw>r4-Cqx% z+XAv#CG`kTF&ZA)3rv=ns%Sg`{%-zMpM0DH&2z@1%J(_wIW2y8^GXgVX7unsbAZUl zFj*chjhb`HUrKX8WJRt{RN`Rgon%(I4+kQ&-4)m3IA|QM{kQ7_2krfTjr|^S5OL1e z-e5lmTUN^dT`tFgjcG>n-UA%0EErx+;Zp6+tNOfK92g{UC<+V?%*?OJj16#bo?V`* zp3FfkC3QJRh=V$_>px=HKzjV!Evlhh9j|p|etH0@+3y;YY5@Up?+sq7Ify^#c1u!{ zgMfguyC0n5Akl_;@T?YabF8L+mu5W-&wS=TCti;!y05zNKF>H(Rn%YuNF3(KCon5f74PF?n*t~&S#|D*<;ufwi@gG#o# zbue2XfD1z?J-^li$vk*U03VTT4>c?Sz3=JQudV0fqE?W^m-&5 zP=}$?v_<@{YO%}xXvfs+TJWdvGWb$z5v4vEd9Jh;C%e4WN~&vdyyLD)rf?lDHN-T2 zx2{8c(_mWO(mE(?(HOniSOYaaT5+3j4OSV&b#LgX=FYFk+lp${(75&8vPH8R?S+Qw zXYHy{u2k<=xKNF@@Y0l1$~B1mcwlY%#u~`Kf4*O*s0uuzFy*{u{OVekCrL zN2~APuYk%9qsHoxavZqt>Ue2)Ir@0$Wh?fV;{<~w`c=6cswx3H{;X+_W zf;*~Dh>eydXtdVXj5=R}v>oOAPufc0`|}Nr*is6E4zock-%@xucT}I5FNIik$v`K$ z6mm)?5gBjUFi%M~j1gg@%Jnf*aGHgEt}ew*&scbSW~@iKmW7c=G$?#vq3!sC)WzI) zZhtf7n_&QVt`97U6sTuoTe6I))OayyE4wO&))%9#dm?r~s2Fm5?{yZI6=OC@$-eSl z5sD2KMw8r&VYSa;=V$J_Y$W~2JaF&=MP8Mx+bez3cpfm4eWep-^4cyMLeg#gDwbdEeAw&oPUL`pK<^Bn_X3pbR# z_zGY=|Kf|kb3UFk--c=S;9o5sK3iDBPWZaOw zXJeL+A@j~{!5sx4R$L#p?qXm)S;||ihY9jCQ_|MkT;F#|xIDR?julxd$7Iv#-1k|L z(Rh;%_pBA(P8%xXdS@#H~-ucDLnCuL3B&eo^^bn}Oly84B$lbi55% z6Z*_94@;8PYIeNI17+O@{Q{>vL}xUVif^Fd%iqF=xDgt5L~Bdlo1kNrmdmGO4f)W$ z`&-%7qyR5hxfU>~SflA)lf%sw zI>DlInI<%x%CXOiij&FGZ%4hT zs5$X_B_WoB0QISQ{h1uRYpTolKadBtv!Nn6t7v$_D}69xBOMl!+3N`jct&_R+s2}-pU?*>yzu;A0-u^S>|Quq9l zGGPjW#G&jj&jFz(Sv2FSk-dQiPHa8bjn34hi#T_d(pJk!Ksc!y{A{lZo+T~WRq9Ek& zt#UoxY#dU}Uw9r*MSA0Z!t=MtkeN#|Z<5Z$7~dIRk-7|Q_n3O;#>qfTZk<)@-b{!r z|1d53EekEzN#VV2WKdP)UzY1qF!w^Px5YFY3)kMtoXer&G)}-WMS2pW{39lEKp|-uJLpw;TqfbU*Zr6z4tCR=$lc%yX4-f!c+=0 zr3~hmZl+=tzf{NKaS{sW)$ism%f$KxP3h={bOf0^&bje54ZT~lb`F@PV@sHe^&~q3 zPdhi9T<@F(zKjE+-;zk+&((3yVUW=_#(b!=hKwA=K!g8Iq~Y{}MtgK;5*P&=gx*^x zA%wkoYTOTG}3Ws-Ik>7ZkgCr8}VeU zmW08MXOfetsW{!Esd(Qk0kmg1VzmPC7*72)5tO+NqIkl!R)}28$` zy{NrBGZ8)KZ}8ULNX830v9ujhso<#^GSB^#hI36~5scgne51d*arJEi=GkTmv*uCg zeO>cqA~q5SmhL(Kr7s+tq|H;KDk8CW+9I=2J_ZhscXsywj)n8{vpa&C;&E@R__E<( z5?=l1{70%S8MNBgb=e-#sOew-wfa;LPV371^o0a~I<@E_yV)OS?$~K`W?54lj&Jc?dw>#z#V)2# zFYWY)n3LD;Oa*@&{Iq^=>Th3ezS0(0ebEmoN7kQBoehBd;f`+>DIqW{a%uNE7!LEQ zL7~ZxDC{%!fBBsqgZgN;?IMvtOn)h!+urJhYPD%w-#1>+nA2+9Jn9AUbNb?%srQg1 zqdTDy;SZH*W9KNPARPYw`G;$DD9&Dn%rJj6)VApG-qZ`iV=paX%F{dO@pSz3r0W*s z-u=C%OS6DykjVQTQa8{p_W5DboCBsvOY3w@Jy7m_Gk`JXjacO!tJZJ##~}5dq0G}j zJRJR$oO~%1CrTzCO6T6iv952|9nKwvqdsLOAwiqqn2$fJ?Yl}GS`z)>4#$$ zlGY-AeB2O46o93nf`g6cRpLmXe4h60&5=zGjy_ z%9d<#?K^kFz1QWaR9ZwzRFotslu#1scmF!iJMVn&Gc(^aGv_F_xC~$LHz#sMQv{`T z9SO6E2zt1bBjKT!9mJYGMyPcdmMOnDjkX}EF9B+fNaXqQb5hbDxuh+$0~;c+O)z!G zyVw}eYl{q}mU=)ecz%u4M?*q}ver3eiy2Wo9+hCT^%Bu~TITAz!-Sa{|mJz*6Aex2mByL(T9QT6P@?VA^g>h8si z=75Vtv6E%fRf~&6xww3vA&(`&<;*WAv2P8;RP+lLTP{F*$=2J!kG-HE~%)k|Y=t)k#m@W;-V z?|CALWp>W~x)z~?9ew50)e#?}@3HCri<-7XxVcMe`sMXRxlPfWc-eX6Qn=gJfAht{ z=4a&BnNDEry04+C>`W-Hi3}<{6+qYxrpfX-3W>(l)6g&O$KA))qx_rTWZ*i|$)6Cg1FEvj8|2*e3XB32Rs4=y^`hqoy+ixtL4Ayv2#&{~k8gIblzDEWH?Bv-2V$bh$ZxdhHS7 zsRl?Ya<)*5Sl<4%-wQFHZ_c0F6b#*n>425qQQ+RWQfuE*Z;%!8>bQJ0F{n^0%KcFj zq>}9iBwx!CG76dQg3v-{Dnm(eryW#}+~DyG^+e^;v@zADE9kcry}0l*0zwuh%E!kpmf}Hrh@y}fygnPCwHXRftge1>~p3c{W@^MOxwtzh%g@z9W|MA4gzx@O1 z3PJcBG`I1OTqIN*o;`>T2?W3Ma_^e|&Va;q+|gt56d@z?*0trz_BEEtbQ8gAc} z2Hs~bS@HjFAaF6n!+9hbw5@IvuRbT^?J2(aERi%k=ao3l({&S-Ti4#9`)7jxk6!Zm zCs}wnlJ-evAQu&z!-pEWvYQ+9PG9IGwb>CHh%3} zB0zB^VR$a*z=J)782xf2F~6V)>dR^$?vo>dUGk5l@hul;^S5QSUbqbb6M914WG<>r z3)t#)dEol`w_8%4gogEVjWs1C6xWY1#eWn)L(8LgN~s8az1@43T`k7Qp`%%jwuMl6 z>7*c7LqhHCtT0_Q5@hi^I=nO=vpJ2k4Vol`?~k4NMI+(+^$jZpQwu=08H%@eFN9gt z!DqvaA}lub9FF2DfkEVy>REOXxE3QkPqdJrJgudZ_&E=5@Ag+Ne9Z&5$PyQ)Z+Wo$ zqqaK3lmzE{5v5yP3!qe16KbJXh*CwXb>@$Xko#tjxyPGg_^i4m*nh1QO#!F$1*Qw3 ztdKY)s8WEPOHQd2bdqrRNP=}Q2fxzRf41b<&rKK}+G9|N<%XxeA3tA&n1&~3+Fusq z%CQaiqK}ut@JO_A(R3Nq_KN)Y@TVLsGY`K+#}ZUO9JQ$ZS_I{&&tHDtDMnqQOhrR{ zG0xv3Cn{K%;7Mm_<&(pu2%NLC==Lqc9gU>TM)Y#DO-V1c7p+A4Ap`48PpV*7Snk!J zT@Ehpfz69bW$;hXUOeGZhCn`f!N<$WknmAtEdNazwyn#R85u4IWw_M-^Vv#VJDQqG zwyMI752vn0F0Da##lSzhM=ccbRohg$3MaIJ{iR0BVHW9l&BM3?Ui;M&K71+1{hSj? zrSTQWj~blv-x|MxvL?x|C&PEiW=M$ur!_Yu0@3fNlM^d9SZM7%pCEr1M7HO z<`IQz{9JODvHf5btYzD*jXSI0bzuH;90y?(t@=@33&*WN zhHrP1VY|f3J1m}zj8%r#-@lV_?Y)}2HGdsGx*uCC;P_iqp3A=arUnu;8p~6&7Jo19 zU0$qH2Rq?n1*g4aIMB%pf~{o8G`&|8*hj&aXVHjmr9h-0QT@hUGWL9;jb=yH;a^gC ziBV%MT0c~6%oD1ElYhz?!`*dAyl*dkd#Vmu3vNoSSIFpMJ)Wr8PeJj-ml8%T1&pTA zK!!CHe)o;~t`3vIWh=+CxS5QWN78E=GU_n6PF?lStvb9pR};y{MaIat@y%bu$(}5`;NcQ!(UQhM(!n_=%K)&pRlz%N=5pDu*8)YRNO0? z`q-dIgV^}ML~;WSkIgh?BkbuYv+8gienmy-nMV(X*HFQ_Ycbc#N5yidj_2e36sRgJ z@;wr#!felsP~{CO#;=A?ANWayQrzjQ7Und(^PY2F{(}as&tj&+ZgiNa*pXyws8}Xz zM&YMWP;o*o!uSaVKPJma?NkanPS}|_jBxCXSZ6UgDpo6YE`OX!1#iXW3=usVCSxw9 z3az7K;Dhbu-WEDC1Hy$glIYlW^b$q|Xt=U(%Qjn%e{Ll^Y(9euf1Xu;%hIVho5>}$ zSDl7CaW2a&meHXu{j1ILJ{@j_R_$9|>#^0~rIF8EJ$l`wLOnk>z%;>FXOCn(rg)_3 z;#G8fYe+N@0UZvK3pqE&=ny^=zvGNeJua}{J(63|fSE!^`QvR3*vGD*?=x&fNSHR0 zI^75b1;M~gml*gp7a<-a*@&CntJ}jJ8nBqcLuhjRKlyG=r13N&nW4E;@lqqcUiaD& zCc;45=DxM_gA6QRym0*o9}@~Rhu80NnAo*RY(@TU7DQik3VPKt@KKhuV6%&X;p|_v z$_fmuEB02JGhkrrHG8$`8V*Vijy*Zb#F5fv&BrKAupG6HiJW19>#)t+XVN7ccKTJns9RMK6lgIY)Gs69?}27#^s^7L*y&X5a<0qaxADBKF8YY z9G%$cxPR~O15Ui+MnRLcgH33Am-JYj)&#SED+Utxv0)YCs<~#CjqWF=M|_l8`0aB$QcZGy?{LAu3$HuP&3Gu3_AXprW; ztfASA0^{9MA#u&7bqVs%QftP+QaLI1hGu;G_qOKN#%5F! z%r)H}&B)B!_~g#hW^61ux0JoE1+NV%Nh%~xEa^~xi1LaVZ-N9YPK-vf6H}npL4y(2Kk)St7AgV(CFz21 zteZQxq^%j-E}pR*TSgj4tCVx}V} zU%LnX7dA9C;o?>Ozyr-JC~TgdZcS#vb0_6ANuPx?cgC&=tz@A&c1}FckcD-vXI8&< z;@t05J+X?@7i(jxw#=9|p=W#3;N-_9e7HB1E0)i~<1Od)HR_o#dG{)3?kp28>J95t z)R`FGJ7iw_k%5q>$Hm+?GLf~KyZrfiCO-d_O=@Iwa3pJQ#0gHn4e%FctZag8ouRN= z8w+LI#P?V2U?Mitb*t||2JX4o&&!QBB0q%jn0dVsSzhW9$tjK44KefPnMU*^bl)v= zXTbBs(&V6S2F`D>v$Q|Vgh=?u=Xb+7?dJGn@o3i8^pd*lL^C7YU=A|LrCpdF&mzB2fF2P1r1qMHh=FFojWx=8@ zPaCoSN1fMKQa!4ZzO5Axq2rp1Orn$%9gZ{Mj~|-Q@$1|x`j{vk%5R^>O8C-YTBCm9 z-Ca7WzqE&pi*e@Yh`6?zWj#V#gm>M$TMr`bmx{L#9qWA$>IJT)!FScFN{96{kOV6> zgg&C8n~&I`@RYMp7J9S0*lu{{f#N9gzYZSNan;dr#!( z9oJ)2EY;sFdMKEJoen`NZYL-(xzQswAV1RIOyjdj%TW=q^th+^D!%YoIy2hl0tY(WaRmWX$S*i_Y{ULvj1r!uKL%9P9|7 zf8g*9$7xpK{X1mPwKm)9YEr;_F4;z@q<~errQ)se13I&{(kT(4Hs5Zso`S zq&AUpYV(K1w+nU9no-~?I#dS(JH>L}9u7ZqN_(**xDK0Wr8Npob?BQ_ExCM&8N)hOs5_@Nh90~x#UT6T6V)Q11iUH4bRA~$E6x2XaHL1zri4a(v8$wWkIq6~@j zn2souGQ3IBR%QJwgWCs2&rvrO8dBrF%>F*vfsNHniZX*GJ+*| z;Nd$ud#41FS%aZdd8N>vee)wZs0`MB^kpHXfXqVq3Le3Dxs zw3m`|1tbdKFfn&DvA6&pS}}GTMhoC*@q#nvIQDN{sc#1h!LPJr%a~{pWbG6}rTdE@ zu=B|`UBd#z)jR&#=YJctBHfdCoP*TDK1qWu**H8%_UqNkg5#a;H7hEzG4X0#T7Fe7 z9<{!dpv2@NvR>tTreZz{TNs~@UL~PXq}}k^90`fr$$V9sxo~{{U4fK!6TBvRC*^e0 z(f(Y8UpFijLbo?et>90^PQDB8Wrx#Hqq(D0py4L)?$q3pm|Kt$c>BuvK^9tKm$3_d zb8+5scCwwLzx0@j3C}sYGT$)TJO1oVBwlip`*R=_=GKWf9~Z>PW7F9Y?x?%j`$WkNwS zWYqn4HW&w2MSPRX0z3UuhKye-c>B#&UREU`^o_$}Ut<#VR|ffg?MsBYSIv0Vvm_2r zH>9SuCPU;qd*aXPH0ZwkMX4Q3$49-dlNr33;1bZ<6y=wWZtr;s|D8#w7u4}rt&f2N zpZXgwb`12UHm!a9DjG@N7f$(IkB8-qLRhQRb(m>7mm6P9L3>UbiF;Q%qMl!Fw`{(J z8z)0G^B<enfXEG0KojjfFIdv?IikqIO zNk^$Z<%qpXI=0uWGcPeqgI=P;qa}=VP{M})TlF^s!hyQn_bFLe7d7eZJDG#!V{P_t zZs%bvc2N3iDLlFUoAI>%iy8zMBwpc<6M=;ui9MS*l#9OU0Yy&zmkp$HDr! z*K>w`B=q?*UfYa?!AEDt@SIWz99t`Ne*fo&l|B4bQZp`yOEYeXRl0(Vjhk~s#IHhj zG;Y}$x2uRr}j6d*WmPpHXl9*dUpCRScr_lwdNNcae%;fZ-T zQ7%=_P<<9i4EjCTsd@N3K{{x2SFuSSKa zLRF3RH!UEUn6#C?ana~1QJs2qbLtTfB3#niG-Qb~$RgJ6)1E;v``GyU{e5qY8b9Ev zt_~yEB4+W;c`=0Aj!mMW^3gDEO%HU1u{X}HxKiq;_*YXVEyxHkZ+!3TX5Zi-q8T( z=+!ysJXcw75ttAE?f3j0G72HTNja%7=Qip}dwWmIWMcb(x~fugHcl2Q9S~ffjh}a} zUSf6RK#|eq<$NL^e-`V~+CmDkT)6H=bbm2^eqxO`q?Urg(^b9ZVJT894=z|~6#)+& zZigxqqQ**FYWI906c$OW{w+n|kOqm3XNz&Yh(vz2q7+^QUEmQbN6e$^Hdja$;2o(7 zYCKhiOA6ylX{*ceHHLNAs-YC3pC+%Z7%j!s6kEp|A6Bad+ry6fJT+yy=tiKnA+F+j<8c+|J$BTGySf}6^Reyq!GBcz5}ghB>p(-WoShrhmxA9C z(z0(~kzr!j*m&{>8Rfb&1-~ZA2tFGW!yqUKxg{iZ<1Phl3qcM+T2wew*)Dx^RAg%& zIw@aEg9D7Xd3EXNlRe_GWS)+f?BUj|UsTK(Ddqn0rs8LRK=P*RRK&15*(01YX=-wK zS2-1j#8wXIU!cKG_@CDE_cXjo9FQ z%8fhfv8TuW_>r!9n9owXT2D2gX+gp}{xlu(%*@(hLmINB9j@Ooq9HlR&9h)94O(Mo zliV)Tuso#tVf}X+xRLi{-8BwhHt=7#G)2dDG_BT8tcRJk52aMK0e6W6lfp7OzRn8G zE54yYQA%1!ON zbaVsuY3|HExug;L8dM>vhmDwt)wkK}&49H=s>tFR26#(l@2d|sp!&FJqmNDlW>y6( z+)8OcWJv2p!HNcu&bk^(o^3?DRqwFNSR;NgEBJ#Q7_bfaxw3yf6RKy7mB>jA@imBoizA`41lD+%f3>cu#f7mugYD9~0wLu1pgHJ7XYc@4vMWdu!@Gb@_=GFY- zI~d4~;g+)1W8%DZ{ucECCc3^_uJG|-!Ev#kdO)xV`~Ruju~KJ2r;oRo@s$C6Qvcqn zI0lxnbk@LwfgRtTuE_CZU`pIMzlF^}=YJmr=Mm zjvh4BJz{sXnTf()?trHpeJPl_KjG{X7Vh-TNOmVRp*?gms%fJ$&n6$8iOr#t$e|fTo2`QZ&clYqKpi<#y^DlvgIoH=V z?T4Gte9-0vGm)cfUtMrD`;Un}U!Ku=PM$^{%NSPI7 z*EddzW-L?T9KzR*?NmG!5K9gqh1-Fv++;U19smnT_o* zn#wGAUeJy`8+Ewu9R`Gl$@|4QXwaUEwR`JHgX2y<-WO>!*gEYtUAI7k#XSdupGI`3 z8&hXihtUw+v4vyp9vWsPT}z7fXt1sd9TU-~fjcmcZnQ*0(#`RG+mz`@zSnYpdn_H* z`by7cpVPs{shN@`$3W4~;@Rm;23A{Wo!WGs0Zuc~wZHr5*pk#*n_Wc*E&U0}@dX_s z+2+DlvvdqrDQ$>TWWcW|HyEL;?3nnC$ zGu67lgxr~u=1ZP4t%g9we06W2OGvJS2vY3P9J{tvTT=b2!vd~6xU;wy9e zU&=fSJ9%y#TMA}E_dnQP4`G5!t9+|;2NNs#z07pKF>&O{9-T4i4ydW5hmAXTK!^EN zuCJB}74z7X#M4YvkC=!{+AxvqG$Xh5C=>Slo`M(6m?+)i`>i5^3FD;eZ#f#67=6s0 z65r2+ps#<(>R(JW2X&<_vG~u5w*S!k$-umd|J&4M2B?A_qlbPm!293(zLR`RY!*wX zv^vSe_=VP@hb*4Hm3{kM3Ynnl#$C;N%7pTurwxZZ6IXA(jZ-8uAl9bxe{k#dg-N??LXQ5u|TV}iS3ZncCA z6PDz4f+-~o5Z+@k53L#CchXsmR%M|5ciAR6H3rUVl0%Da7zoij-8h`cfc$F8IoS#Z zwkdO8Uh|#-&96tNTEv)$v+~vWYsG}2?8n5TQ4GjMh%|8TVqoTz;kE!4c3q6${%Vm` zf5M+17%b88Y}oDE^8*aL+p(=^w<9Y)uV?5I!$4B@?-Kj_41DRa8DHjP;$OPCiEbwY zqRSq%%VG>Lq^1{Y-qG>$_?h>@19be064kxKLc_?+_mW@e;Cnji#Z+LRLPT{$mc={N zeu2+3f>qbw15)fBF)&b2{6jB^f$PjI2l~FzG3-zKem0s8ooD=|11#i~vu-|{M#o`p z~VwBQ}rKCsYwt!uGyG95{Qfi*MR=}_bH^>(nMBQI@hl!rbY+cYhj zE?i*6_uFWv7SO@*DoE%?4;?eFcNdxpF>p9Guy^_}1BcYw`-9zBdOphOJ?u?~i5Oe! zIuSZ52mic|{z=1{s|KYbB{Y1!t!@}KPs4#~ZNB)GbXc~;Th1BK(Q?t{>aCM>Xx5$z zV!KVpo%g|qy;*$Hd8|(SxkJOzVW%k>OB#Iq|JIvsW#!3YE7D{6o$~9`qcL1GxV)b5 z7L})=K(EPWmm3W#$NrvMilagC-1yosQ5s79s}H@C0Cw6^?N$V}qd9)0OIx5FQ9=Rn z*4=GTWUH6?beiR->dmgoia^7;Qi;F&fTvHDmoNDOVwpCvUn>Dk^{jsW?d^E|JL1yX z9c{QNo?5~)N=3#k$+$aYDn^Wjm4>3IxW7?OrhkBnh=;tk`CHp?+OH*3MxzZQW*qjE z+%|A?@HD=eY{S7jUN0KaG69aUOhVT`#x_gN;|iS zn0m7M(wmPjwRKzZ%+<;CykRR6Cz7dCHLV!(KXk$@yA{PDf6nM~vHF>z_7zzJ3iw;@ zJnEL9KvDF!Pq%=BhRsR6Fa4SFKGL`nIr(JE#dwH>Hnz#x{ZdP5hWE2N@|k zYpJ!iWN01izE_|9n z*-+?R9A1yJe&d_na!4@g(=FvHAc4y?%Y(y`1f9Iqc`a5XI0a^w<#doht3MMxsZft5 z4>sxapn8g;6737bh^?1IdUc&XS4ySHlc8yLQ^q2q3wbQFZ<>+%AL-lA)nT@yqvgDK9k|VfzUbA} zAWg{3DR)IRif=rd@9wFBV9$d8y1pv#g8y~&>S{>S9+{Vrs?InCWcxIpPzGYqo~y&E>`@N=B+|W|ATuXdn>{7`h;t6%suo@`}}^gd=D*OY}9wD zR)Po`E1dqoiXXl)eDy>XzOxM*H5OLmlE}pamf|&_!FjlBM@zUCAiDkQSqN_A^!Rn{k2|Q0K%d< zo3tYzuTFhVcr25Tpw))*gM;}({atlg@|;GVl(|$h-}OHll&6JFw6SSc61>h?MdwAk6c)J z{MOnodgY?1Zayd{J_i-|71P3NveEl}=wC@pF3yVQUd+|XL)2k@<)hR*33qL;V0r{nSI(H$S6(;!-6t|6zJf)eG4+h66=P(*A7Xd}R$NPl$ z+(lLy?+Th%JfuQxs~CNWXdOG#>0g!t>Cd*K(d_AH>X`Dnq?3j6(Z}T@q4BUAf6MQF zH44EWR97AMjY7=o&-+5tBJt7U(X>Eh6keBKeZklj2hO8qeAoOF@jf<=&{=AKJudR*hN{k_j^DeWZ0_?<6)FPe%^ z`u4o5USuF`BcFue?ikoVCiWR;hhq3&pma+{7;A3$mb6q6imz?8hcwH=a7pMTUEL)b z&j;J-d8u(&XCOe|Ih6?Gfzv&=R8opxJ{%DH59dDF*C3 zG3e1Tv9%kIM-J~pm8N4!U`@k|E}jYa*g(Ek^7t0=!iRr~6Q0l$n!fhekasbhUVYLD_T&o- zLI!T2Wg9JsopyubK-ozjpBrcnZFf)y+Mu{rJtZE&apS)d-h_b7aQDuUeLfg| zXS2OR(+3m$+@m(9y`i$|sguvzTQD+U8#5gX2k$V!WRN zp+rF^&4l%iZ{1VY_ANw1*SE9OU?3j-?VKNNb|r&C@(<+ynug}61NpZv$H8Jno7jts zp&$K=nyuio_0Jf*|L#y{-IV~-<9?2n zktwk3JQ40{nU1SH@4hzkXJhpE-Y06Ri4g1+TtE3E8b8~zG))I%vEowGy1SDx*pv`u z{bVc_58;;_Eo ze`*z99BBD#B5(4?fsaG1o;^Aa-?vFDeEpVyf7@3cHGG(iu<+wX6ZXoMQCj!>%W(|?%mTI zk67J!A<5Qw)L8_5{Zg2St<4;YRval1zkd2<^~*FAXGhy)DrQ2CJMJR97c691gD z^U$gj^mM#G9mLAq*s=Xd09Zh$zo_})GU#EE0BL&f-kIq*yv&_8ocs}oi}wrFQ_d&A z&LXbw??@t^pUU2S&@)$$;Jxr(ket95(Dce@j>6 zHimai9(?%xHm-^UPhBs&g)Ngsydr0UV4`Fo7tRxmTG#7QWNHX&Z+{@=8yX5hBR17E zr6^o&35fd09*2*Qyh+(k;m}vWY~ZD9V7pUoEgCIIaCeIb?lrhVaOa*?*75Tr>|I)v zw}xFO*yO@0&rF*VG)~1`*P6_T+S%IqzN!mI<61Z;bM6M*A1OH)B?cmBm5F|-mKqEj z($k*zM-Z0`WT^)`;tB0y5t}2S3B<1lin%)`5(zzW`l*0z@kGqjA*(lIcL^VlbH9TN z?ht?UJ7@Y2g%HAip(eDlYlLR%)ojZ9(}eKS+#~lnZz7Z1ZQ2Zd#Z94k*Q_9_43JlqTS^7WY?;E!l`9!!=!it5u$NIzT-(g(YAuW z&!s7skZ^i^RDL##@Z%Rep1UcXurM}N;B-tO26;Ks^+sX|dGo76Gn3gw6)o?4g=itM z?!cQp?R$#|1tro+Nv>kzBtps!R}~W*LYG_DeJmvIoa&!!F3l(O7Bmv~c;pg0Y)3Zb z+{z$!$Vcp@a3&Gb;)+GKeR0H?n8@mes60YS##uNjr;vDgbZEavZvkQbUq?^NcmZ*j z^QMK-mwe)y`D*QRuXBm6))NMf7cz){Gq+kV=OqzkqT@-M{@f+}6eP0dM{W_`^hfhI zf^HL=Z7tpN=aPxlT3#{3?3u)+WM|2hb?JmnLP`C-dzr*X_pBqUpQaGOs+)Oy=VJ*! z$!+DN!cangxoOkROIEf^FuVig{uH(hdo# z?_P{V^N3?qWX?^zt2cg76KGB-zVp!!Ug1p8KK?O(velMgGn!Gj=hKTwI3_#6UGdYi=MkZ8m?r72d-#>3C!R+|2rWUOCtYD->N8nVVX+Q}<3 zk@EBP#D6Y1h!k+S%Qc+|=YrU3qqsDb`+CW)S)B^&(x{Pr1F0Aik>7jedIsc8m3@Nl zX2bEp`pbIJ@Io z#Ic2Pyeo_(Ou9>v@rNbC%wl+2u6QFDTMW@g>)XpGwFV->~#`s6dN!i}0U_a)=A^ zr*^iNqvGY3i)}wyd(bh15Td&R-v*l=kKkKWYmSODm;Y$@-++Ms~m0Sa{ ztDO%{o~lMvhu^8kdX+eI$YzsG={*Q8_Q0a-9v()j^XLdyVwVry@tI^51V*pdv1HH#u8_SNvb>vr=ksq4kBBx>zj|+^otTJgS9qS1T`%K^;n8ed+(w zS%=9M1tD{95`r#nT@gG-!Ug#^M!$a4L*wpe`cVc6Z>zdDuKC5y$Q$F9CcOJG;i=$9#?RB) zCHoIGp`cE|>`O!=`hA6UK3r@>?{e0DN@ycq>i;1hdD4g_|I{eOqfIbhSunyo+k}t; zUVfSx8CxDKAN=)?4E=wxIsP%tNM1j`f8rno#}6tb7-W)RnDX?X!1pFB6!Iw8@sQDL z5V-2rOcNN_Vl4U8$*`%L>>SG>2;@Kk#m%`;4h;{#3y5ETbC%bI@(gFs8-`ot(nPy;7%>TbxQ6_%mR_5)x z$-o+cfv>w17^pk=nlYxsfYP@nV@^c|jxGhwx|%RhI&|cUtuF&(=P&!}lrRucc!iLE z&cHS$k@kui24cRNk6%8|z|E4A;%00NbgZQ0eSJ?yt?k91)6H~fjM;qBs-@#j%=MXl zZFH!g(K&bpbbM^h=G1&iN6ahPV?iq!n3aopti6eWXVLC!0K63)|g5_FIZGWYPl zr9t-a-oo;SH2iGv{>70?1KWzt>lSG=q{!}3c<_M+lf@5@9R%n&PT}O0-9d+n{pi9; zFFLfR#Z&Yw=r9V5k35$}gO6&(w<~Hi#69*tzO+{1d#1?3_DZX;qc^0YK}@f(v+Y29=g{C zIrmrL?$kE?*SZwi(b$Hr^P{9U9c@Uu>Ge39tsP$GBNsorw&QAnRGJ1?8@7IteLAR3 z1v|-4$A?wd^M3^m(neeHIKPCp&Y=}bMf()jr?+BSyncE9St|(F+kXyiq2hfFPFr_V zVPq^Kdvs$f28{h3sasp%V_vQo`;mg&FQ1f;oT1=;7{#%U@SS;YJ@$-@^VF3+R?5xrF+1e`_c6#ofZJI%RWdl!-O?KN zHbMQ3jO|!|BRU;zGc3y+QTy9cNxG&HBJPzd=weN9Tf1$j?LZUuc6}3A-PDAYYG3o& zrkh|$Qd~9Q+=wv0s^Y2>4Y;K~e8}Kb1KdAfl-zy49u$@8w#s!4h%U!vJxy@$wi-e0q8gIJiNr?7R z@00#R!iPEK%rpN;n40jE(sQmypqo3}6U7GfT0fesu5G{%j$hJNQzT6DdiSPM>R`iO ztS|MV4xv>pRX?b8uxtzrX56Vm7roD2;YS@Jx|TR2v`9!&KOm%4PQsNzlcFuM^~l)V zO|rME2j^0mhzV;hxFoWAaNu_>ViMd+96M{_)LCzwf2J1KXAbk2)zo6!-8q4_^>qlk z7Af6xs}AcG)?Q*9Bw>p^ZA-U12~isC_dK50;?5c_9s|}KWTW?Pw0~tSs;>Warvl>vdh%a_v%& zv`DEWl?rM1mSig`^7H%aIdjhU%*^?onP)!FnIk<8{hpOI*lZOmX~|WK@gZ%mQJ-2^ zhisQquc?LOcX>OHusU4zbnff7s)6wnsiDKBOcZV8*vNgO3a0m;?iU+>o@}$K$QtyV)i(YXPz%>@XN~{xFfnm7V{VN_ zCEj)(jvH>LW1C(QQ!JJa|LKJ^m78?P>YFDf_Ew@=$aC{DIs+C>)qe^@sxbB1w7%jd z6Q2rrS$le_ab9?c<#LCKz2E+{nLeV!TkNnCJa;{>y7!~^8e`A&)Oa7*jb6JyN-O>y$qDfK5$*9 z$ppvGTESy&bi8}r9JeN)h9{R5l(%wKK*lkUZBUMe`qKG31|>B7t!54ptqL4lFdXaY zqGQTdLLgv&CAeMA9qrx3KwMi(c*%!K@T}_j(NSFvK6l=+5VkTLsl1Ys)n5ut*}?c( z_fiaKyi89FD#d8w+eMaa89qrKuq8(2*!_I^C&x+}Lhf{K)t;h3Nh-?xPiiUhNZ1Cm z$3?tY8iwG(gp{1bRLzC(9eF3=l(wxPY?n&OY7D<;X zMiG^7+w`8ii6-_^%D#8<;>k>YLHLVHF@#&NN9fGSaH1ssB4)RjKdCyIsMK%dLF{>t zos|r?B5Y1Uj8E^C;s31R=c&LrGTo{uxLYcX3@=0~C2^+`OXG8wXMd#;+wFggE#9ON zPE)OcDbFO5`KVogyGk6XI8w8VYz`-q*>4_v{_aOMi2ZuF;!`roeCoKOb7c8Hmys=DvQiGM)CEKG~yQ89@Bj;kz5SpA5%AsA(B0P zqJlMnq$<;0DOe_rgi*BZ1t;=|((KH;lYs@KC+xYT-QNPD+P(F3uvY;IiPJl0)|*2_ zW@6^H)@70iu}P^r0;xp1hKDy~S1eI#=eS}P5J;ku*H!7OM3O}AJ^cHRWs-v#fj|1) za>!Q3mb)6ivxr8+p^MB-StL(H<9cUB8fpKEJEm1viP`N{v;#`vWHd!CD*c8Jv6|JP zTlQLz{=ALH@Y09$WUh+xQ;sE%nvehLD2yZNHxxzN=3HeAx5YAnjgD2iFx&}`S0E<#4Wh_J{|;+ z5O)8q0gru%Tk>RS=kO(B^;O1)(P~QACa()t&u)WnYPed@o{M0!HJ;tKuvF(Jzr4XL zikRpt@1P4sk*NS*$vYx(q*{8BH~(}jxvSvu;#zkMNe-;*_~;x?wBM;DfA04uqwDo} zpHW|8q0OlqhK`H@WIj$G`z^gWs6 zsI5O}!@5fDDcT$iI2B0*IxQ zgFH(Pt}ER|ArWib%ad192=9@ItZ+*TaeTdoJ!5AExwF7bJ#UguhAE44;=E}@o#SZS zWP37cnaRtL5=|oaBp#jgx5ywaR_60#-r3|DGg7KPAe%_d=t-$2WD}v0b7hOBB~W5lmpiKWc>55&pe02h#Ak1q8#lc zV(m0cF^)+lmoD-((koL*-xSODUSJCGKGpB0aw2}IPir^V3q%l^o82eb&Aka*y4346 z@+M$w^;DUa4g%NaXJJ*F6VdzNs;|gFYfJ=ii>kE+lL$fPtO92!@f|lfW4C-Cl5DPQX1Cjm^k(msSZ?i0I)WrwL%FWRs$9*~T*i|0zAPzm4L63B zfK^!dtQAx%Ck%gn@j|A5j7ou2C|YjjiPhj zD)N5s3b~;U>XcanW&3GlP1KcrKInsiim104*Mf1p_y_;?@n}eIi09P4k_b%=?HGg5 zG(7j9Y2MqO46EU1DIJ5+cpBGv&EZ)D{wDdhZRCtW|LoLlh3Hs>-*Vh2+Lr)T!L%FY zJt=7RT9g+wPRDx11g{h=3KX+S`|A(qVA~=7;M`pt{$4WwCDw zu(#%_{SptTo3`0Xg_mJ9`^&F=ZRMCspeE#8r=f9-w(hqW9Zs~?#lf94RMuWTt6@|I zjkS_8TrH*e@aj-R=8iJFcYN`s$D|DTW^+MZyUOwHuj{{6dud=Y%mYWPE09h|$T1l@ z3=M`@D=t(*!jr+7kWI(6<6PJ2`)Dv*xb)Xcwj6gf_QbQGNVF=VB~|d>((vt-||tRdBOnIxX-~$y%O>dthN~r)38gahj(D8 z9P0X(wvFd6qrI&d=$J3jM`3DwfDxqoumy1ELir=HoVRYOOr5!?Ll^$c8}&!F{P zs=`B$S6ijyszJN!dUd*ufmg?3HHwzj^H2I*pc`HZQI7TXGoh6*i4LdP$uqFyKu)`= zbrm+n+NNE4!o;~vg8LL3YLFahEhzc476Zq1rWpx!SU1?(_(ZD?Jr|lr1x9Ny;y*r< z|Ee0*UHJ{04%MK&tn6TJR1H1}awfZzS_H)Ld2Vm4#qI_^F0cAJTo&e%Z2Db?ZqbV1 zz1LWfe81{>vm6VL%{(<8`_y4As`vh&)Iny^&Qd404o9^IKdzptL;qsx_SG&d1UZ)- zX`E%D>q^CKCQkzb6fP<+uW5jNoxX?Y!3NkSCkm}Cs7G7kf44L8>rrGBZNAuD59(o= zcP%6JU=?&Uuyh+R5>{rjH>CkQXY<31(;C1}3GC>pY5=$Si$77UCAI$PP$g53uc`75 ziN{zt9=7I7%{ms=DJvaGzflJv`lRU5A9Wb(Gy1eqk_C!RV$fej7Va25aXhNd!rEnT z3f$6JP+oRDIA@fFe9xR-)!lVaP`WjulagvCOZ)Pav}<3>8RHf?)lJ3~hXpNcHqwGyQNnzO^lN|>f* z+_!IL;7V24-3y)-aA{V%&-1z*YEBn|1EtIHa74@|Sgj0g+Uey&m1Wp3HX$(WSccJE z8~dI{lwo&DyZnheWpIyFkSVxZj+L|T*uNRlARA~bd~~`P3EVxM+VxauKC_Vj%SlDk zr1Jt*`RMz|Gi;(4(2T?Zmc%Q zMd|&PFKyiU2sl6s$o-R#_L&PMO%{cCb91HK?7^1Z*v&ErtcXqr;ZXA-G#UBK7`G75bct>O5AyS&t8RVjTn)G}u{dw+y0~zuA zbfO~Lg(yX=moZScAi}v{d$PIAiE68pX!fI{gzaVC^B#9YP@Ob%?iyTmI?2U5 zl#JO;Y`t#oM|@En=4BH~gbH?_J>8W^+{2`j<{qRF=Si;bdfF+Z$WeQ6Of!XabU!f* zxsgDO>psZ1{fHuC>OB!MLg6I&HZ}EUT_CAQSnn2X36Udru z=KAo~c+!!$Y;n9dj!2y_;j-8gP3|-P#Fk}*kOqr`77nJ~gr~|xrJZ6&It+TDe@P8y z2W_2Sd0rqfznIj?hrT56)tUF+k-miIugxi~dJm#`tnx>=)_KDAecRSkHaj5mDC{d| zlRaW0vTjU=`l9I%wg+!&^EqxLazOd@qq&#A_+-Ki*#R-!7(-vBe!En(` zN&c1?0qX0d6`6zXVB_ml`x{_MYSnX>Z&~k7%qUVam-YOX@&hfj*g25&@~vw(6LTYM zrxoH=4__u70+!v|w2cXyw4H53h!X|`_7|R63SJI10Y zk_e}Aq#JiflfnPah`xUlLxihm&U?p4kd89?NjJO8M0Kv=S9I_aztyk$DCX}04&RDb zI$lwb&#%AU^gI>%l7EWKpEx4x!>R*))gHtx@Shpy$1bE-cAwcs0Z+msoO<0ReCZq> zI~UXwVuF^Wc|~oSJ2Z=3Gjt|H!1M0Jjr}H(P*M=IJ~Nw$5cLi@+5AYzm@014KJN+D zIml%55Jj%S$m>-%(+d=o5uYOuf)Zp*W1P7d(G?J_h%^u4qWA zCP0i@lRM_00*>E*)aA$0QK4WTwQ4T~HU9++IbP32C!6!>Zdw)+A8sGJ)RKWoW`}IZ zKqlJqokOKhWkUaPX1L_$EOf^<*83p`S2!DZr&s2~JFtD#L4GQxH^xaT{!@&$sI<_U z;X-KW{xhh-U4XdV|7q1%6{44+CS#soh)*)h)Y6NoV5ffzO@3bl>({5ut#+2+bG1xZ z%7s!C_ZT*p4wS+0TgL7vWG4yQ}5VBJ@}3DYz_Yd+A=G zIsIZBT$}TJ*-|}RlU7{WUxrNn>ebT9<+vibzuv%lk%UX&wRf)(-lPzClFtxk|Bq(dYz zf5z%jC2qYg38Y-8!q~@t^PzJLaC}ob_cor6-#0@8Iom3r^)u-mrMIPx^wqaFQqydimpeKhJpW3A-O{a%k{cYU_a za5g}vS@+c6D=ZX_=Zh+CW8tI}{}{`H1y`2AG7BRXHuBjEZCG88^_6D%(M|Qpc{=O; zBd!7Q_y0W1i)h3NAr8^~aZNDeSg>z!Xo9_N&bi8ijSx7+Z(DV>0Zsxj@wbH=k=hiQ zHYe4H!t(xNZSSSAgjd`0!%Ou;^Ax?q&3HccoiFoMGq$Ele_Z#d1@_A{UM}#pz=WYt z9P_>jx@gGUfF>jv&n|F2Y(jtUvKGSKjJDC4%YSQ{@%K?t2zPV~!oNI{PEcuu_KhJ| zoAFi*i1V!v|JsHVnJ3N|erSbb#P-TOgH|YQLaf5^R(v@o|9OXVD@;z2t=5^X;5qZF zC}eLNv=ct|+jg`e!BSvjs_`{&JWx|+1z$t?tPE8nkqxY}utp=QxeZ%3vzQnO!ZsX^_*2B4l;?N}D z0GWTD+uob1M~L3}SF=tH_@;FGpi6WEJpDJU+4i>q1&PCzC)FA;@G?3zfVTlQ`?b4^ z23d&fd*+qt#=?Obe}mGc`*U~*Rfzv^G;mDTMvu#mS#aVb#R`3vX-4$18IjH)4XBT5NSTT!R{Rs6k&%` zqrFT_xb^;*AIyY*K?^k{*?qP1cq><5LNnpNo`k!KM6j;ciGS7}*N~c}!$n+rsHvNVpwSE}{cSk{2MSe}&zHeE zrM`*%S{b(Z0wwkPWnt44 zC}?OI%MWJ3-7x#Q%)hz#(`9z*Rwe;x2t9D+@*go{xTcr6S2a(J$jm zB66J!_e96X{`N9L7~6qiISI3-3(u_t3pb*VIzQeb3^U7^v$8boxM#hBts~DHSr;u%ss;z4BWvWeHbakOCDWByD#0XXci=&RVA2w{`HIm2cfxkLRikkWFOnrF!-LbIaO+t+TOE>sMI-FXZOfoUUT{0mc zeic>uXKyF(4}qD=I~#{R-td)XJe#%ig0Inu)E(S`nD^aV&^{G~%Oi4Up3<-4tn>mS zbaNUCY{c5a$1@PI)h9H$GY;qdepbe(gd)(Sr{Sqd7=qG7L|=)9Ai`2w(?&lWo_d{= zx2Iy^J=t|oTsj#VU5`H3?@C8|%p9q(E_PrS6RHRqQM6J++NL8B_E1 zhdv3XpyyMB;Fmv3IrE1O(?*{Hx0e3K&6PQL<^21W=-zx-{A(C9w2q49TH98p(Xuhs zkV|b@O#x4kK$GQr3LesA{07>yP--*%{gg)z*lnA{y2bLKrgh`cbbKKqK2UeUs|f4; zsC}vQB1En5e-^pF0ROtM$FB>@gG$bYS@&D{IJ!+?_3_*SoaTPyE1X6}!EYzqu_H@4 z`>nwG!+Isi9C_Hf>rN>+UH_WNRu^MVTUSW!9u+i=(%0TgK6bxv_b7KV73GWRjN8Ac z_@bKNd%(3A5lWmoZCgqq@#3w|{^l|~q6Jy~F{0rv#l@lGO*!;Fg(uf0lwwca6`65* z3BEl4CE>(bigo2@2d+{|G4gqePG9of$*kM^nlfnUm$clQB1MNWY3-a%t3=aN}V@fMQSU8*ptzC1PJuNic?p2TY97)4RUMZ`NofWu05?ga-wgP7PUwr>r zphM+r&`-`Kj_q_=6lOkQ;5$9)x%To(glqrQvA9b^W%o0-J?Ci9PGXOHZ$-m5Wp55X z3JuKdAIxJ5DzMo3YzK|264!!U%nxl~U{3d+HmiUtm`W_4c^tsNMPY2{FRy@y$1#8Z z=QJ3J4mQT9R6tU7!zIpx6|n5&S@U`y9kwzq?{&s1@!(^7l-x`e$d~o?e=b);N`H6J z`YW|46Np(?t-yqJvdxDh)(n(xTkPt(!oW3$cQeX27+9>)eoW9y3#Lcj0vx6i+x7(Rd`t;RC9#JglBYM zFeQ_TF4vup?KP{x_woC=O|~^yA(wi*v9%WB^u^aLznvch83{$+Ic2Q ztRF1jS;EAIoX*Wkrq$?nfBs{WN;Pi2ytV89|I?!PxU~O~q2qr5009606xVq;l-(N# za9X93l(L6p36)YLIeL?92}!gNDY9h`$-d0kjh(DB7!1ZxRPt3+C}m4ZNl_`HSNj|F zo8MpOI?wf7&w9>%f4;FLzGi2iF!3brp6W^mCU}4Co|oHP0rAJ@BL#;lP$47NC#6}5 znTLyBeD|n=PTE5~9&;A%Rgc`uv|wTnJJ7tTs2sz#$JU*DUyjtvP45m!mg5%h1BJ+% za>P4DIvlfSqEj?|`=1>ZsLRhd_QIwTZo7ZvEZSZLhtKN|XPTEo^+fN$HTN=haGg2+tG@}c1(Jgwie&7-gwyElvM z+3j3{%(CaCnwxcE(EKHsLi-*G{jX9p-Sts0G5q8A-Y*UzMb2-|v?W4gSfQuZAQj(M zoXC0|nhv4b9brc9R2V2-o$gf%08eRCw$X-TkZuc@7C<3 z=Zy53i^yKPNhsMQ9L|+4O~V;fH2hYwyr@n?SV3AnU0^TyDbBoKtr0|Y*5ZU^Z%87xU9V)R=+!fi>U#M<8Gm~RSU>U@pkJ4z*-Tl*^d2E#~`mVlmC z-C4pM7`?4XcR?6AxjoM^63)#Dt7xVXP&C-xr*kxbXe&KPN)?SDqYE-m#s>xxzSpr8 zvN!!mm^Z&f=`}6#`L#^TI~{LKJt}k6)Qdn7kHp;4{zNcce$7tJ((v=)YlV$=mvH(s z_0Vx)2k2ThKY8lx0gB1~_O*6iI31@xT(aLA(tEcp{x2dF9eKi1p%YE&A%!y!;^7Xd^9T*4MtVhG%UFPWmakV zQocwu9lfsk>0un?qE3l@Jf8x&j#j%al7TsO(XS%&G_-DvaU7*Yp;bis-g#OC)O)D= z_8Wyk$5OG;CpT>?ywIIgZzOU3$KI@6{~8IWAZ?4E!aaK4w`yY%vBvEkX_3bfcQ&FHF+!nkz1q&1Z zF!WT@P+Ue|ZqSg4&#j6>2ZeI6Y9n4tS*Jr_O@{Hr^HlUe&mvcj25s9e>5oA)h;#g6fifJ6M#UIALbgJBwSdp2#x?I|31}vwr?Vc?VRL+bz1#~1O6pf0(M~8s?dO@yP|Gq@=^H1jB-3G` zyf$BlzXS(VpAZupoVuvM)Zm0$xh5!*Y<49*>+p75*e5~BGx{Nzd*uO@XpIQZ_ zhq;;sQqjbS3^Id9R9?sf3~3WU@vZ_c|{wcbw~Dp-ZM+_|&2r3^ZRq^@Fb# zi5^ZyrbpO-S%vO^b`3lt?ADa$vrrSQF3)md;bnKc1>KbePo=t+twk(6y?poKIK3Lo za2Lhv%WIMSr0C1rU2J$q|DtAeu`$N7Xjq<52e)n+I$tIm)%J<|2a;-$+wEBRa3LEZ z_f>imH?v{H);{ywnGKf{i(dcR&qk<;Z~pRzINRDrg}tqwnwx3I8dmpmVKGPLFR!dfd$Lz zQ5zCnuyvS&#pgyI1gqEMUb7stI8uE9CNFA!E9GNtmI`nz{9X}Xf z2fg4wEqm|P!IZhc>2wr#Zm!m=c&ir2&Uxf^e5r{t}^v=V!MW{7&csDfP1AO6=1Ss2_iwcBBWg}&K; zM-CjThIEZu=LW+n)Re}2@G@dTdUC0;@ZxerCOGx&s4hd^c**x&T$l98ZArdZTMAaw zVKh#Zg6GYp^<#!*=o&h`I;6M^f~Jf83~kHtvpXrZbcO-xb332b*Ob73BhTD)qy)034~?XwGr}wO_kS5! zty6YBTrdkl?o!@v%W_~)ltVuC!^mJu|i+&>ZOC;2&=x!mwJ6K30rpHueYieVXrM$y2I^{tztfkJU&K?A3fA2?5RDhboEs+Xa=Qs~ZD>rv9pwVu(Tki;RcJh@V?%fr(BTqt z8X{ih8f%RGA@VaOEom|WU2NUz&;|-byT=1(q*BowoZC0cjzD(kTtzY0TY6)~1D4+d zuq~F<*Uxz@w}tZBU~`cnY;R45ecvOi!2b zJkO5k+AM268f!(uMwBxT3R+|0pviNmK0mA-990bZ8jYs$qkSTKQ^C}Kb>gL47RD(h z%kB+DAne<^jgQy5qP5^wTm8Hj1m%pjJ<4!J$59bSB?GQ|teRra3WvjFUbpgzVl4D> zuNW^8PD19ORJzYkt`D@&IF_HuLQ!|))dM$@A?QcRYCIc=QNH;j{{=XKxqpJ(*ys(< za{u+GUizTu=3MZFpiNLhg(l2 zVdPqdSI>nM&>}y55xABHmitp*^R^UhVD6a>I1`7G#TL)0cc{?%5)&#vn*d!`^*6V~ z5}*-&Tm4-K4XZq^+J)d#~GGX?|YxWg_e|_1_0*xzZ$tsAG z`;vw8%T}FNUYUi-g%xg_pJ!pvv)R$VA{+c~`&a$Fk&A2m{eNB+=EH5KUz5}nLfAXp zT~DYOlMTM&yG%+DQ}4U){zM5@&uI<@P5!~e&G@Xny(LD5l+X_AMtJ9rAl#j{l+i!CPuhM+w9-*@DDNk$odJcZ z?d%Qqr8xCu=MkCPC6J5UF2uAf2H)7EF!@r9nAk&mQxr>ZTC>6~>sJZX`TyG0%+Zlz zHZW@ASc*3s^{#(@m%(?!DXsf%amd`Bawk> zzI593>r%uY68$^4y&ToN{dXj#_>#O*zQ3YZjX)YHPuEgG3*I1IPtB|1-JFc$7 zf{b)ywY6q7=7UFK#nWrhD;Dy=#=RQPj~whf^S%lum+f*ie1igE2_ZVQGqg7*Ge2xixDl%sY3NxOOKuD zEQsgTxvWX7233Ca;i-gb$TsF4H`!5z)p9DXJP#_+LU+AXd$ie>LE7&{kNl1J*KPUY-bfYxWbaL32Ui?->RGwzx(PC?)0r~IHnF-1`6!r zUv-G7UZ+x)#DS#y)lVsP^)PYLYhQY@0q0svQ&PqoaBwlNY<&Gyc)NPmzKLl-^V5Py z72*w$1IuyQ_67{5iFnycHemeT!ng5K4bbga_4LrL2Glbv{pW%jpyg}Rac&>iL+p|z zQuYmSYd9^FmD7MF{GBSle{!&+><+K_A`VU;GE=FYtb^b=YOX z6cTK%Lk)O#TMX2}N!6CI>3JOlJB#-R{N}#bhuhD$26Ir{wfN^678~-lj||GV&Pf}c zU$Xyp4MHo8G`6g+LEWcw9*cFVk^gUoj{nJO)X{6DPjUSc8?`k-hEDeJk4)SO6%deTSAa((Gp4$<5@z{#SE<>QVcxR4Q8Jc+ z$xzFCbS49;XEe?fB+?Q5>)k`G9dt+xKNsYGM8`sAy1&RbI!vCZcF(Vc|K-GABKL=x`J!d{admp^B|(*S(NB}1>5UC2sO+W zVB4Ml5bab5k@tMwv8_c2x-;HBkW~yD9)rp;`#co>eVHg*m4(|`$^3ygv+!*1{s#uq znJ~XU-W|9*6M>O3;!o~o!uW~Vh|7*_+*(w6a)y3h{Z+C&Uf(=Q8;$XPLNv@(62n2n-U(24H^0; z3^pV{Y3Hs}9cz=YuB}w{Oa=|+k*e!G-bSIh>v3#Lr$63w{7kFo^@OvKjLwZuXR-c9 zeaEwib8tv*VOZ&TV7FVQ$n9soP%+=wdG=EPx^B)-9sU!7XDX||Jf}rs`qn+_%Vv8} zoO9L2+nmXfWe#WE3_VC>=ZXs$@h1tp#O~u!Gt~bpIA-DMZ&7wGh}na zl}HCJ*gwa00MB4NZ;!-o5@8ef-gQ2P7(bJ6C^kWnn9gud0^ zRX>d^mZ|+RSDZ>13ql58s3a5ig574RhEzfu3t=9&ize*XB0^I8Ldl>)&@B6Y3SrCo zSDy>dBD%r<{wH)Hhpd!r-p6>8OE@DN{yw(PCGW4S-MHvmCYjw5nmiDlPO7#@NXZta zl8=eMlbwSS$>-iVkIe2E^4(WrU2PSG=t{J?E4gKm(_@l?QYJYhs6)HB+8~DnmipW7 zJ&;3II9WfGHvmjPv%knDa)G92bzh|u$#1{5fAgl1D^j1*WtEeNSWC^Lkjt^8DZ%t$ zmJ5Z@8f9p0J?TWu#G>3Ge>Dzvr;~)u;R_p1rV(X*x2eR-DI_Nre91w$TVrA##!*R!@!7$lbVtA1>!;8$T?E@_^2i{(?vArfFlCR*hZ-2#fnm}~|)`EG}7?g))& z@~SPJxROTNFLymjS4$!;=ylM^OCXthAcIjJTkHC&ds*o93m&q;r(8aP2#G8qUR1~66gAD<9+T~L@Hzd z>vWMT!~++uOnB3RWzap2^c;?>Pnw>$Wla8N1QJzB7 z9}RBYZWB#RmY1{_zDOi?&9BCmreqM#fm@a*_h*ydxt)JM&1aJJyZIyb^k)#;t`Orj zlc{7&?y4k)a2)yhE9}NIxll5Swdye$=4eXwqS=_)Bl!CXqYob=$TUNq&%7~-EEszG z_tVWp@~2&;<$-4+S=a8%&+kYf9mg*xymq=wiXual|C+fH&$m>^M{iGpQhI)(G&>9v z!7C5#WV)hf(3R7#;7=IOv;{LKBZ!W}pBT>dXi~|$D~nk{Au$K8+8#;_CyM@=cgu7x z5}uFCt*xSkz;i&*+{V%ZdS`6sSBd+fqZ*F!ciM^ zQzW6)50T>%WpRq0uyaJY`V_pn z@v&k1jx;>a*lfD&d9 z!=@wue#lLNP*nRjR%|NF{Cu6{wx;7?w7dLVZzc-%p3<1($wAMFdy=ZWIq=+&@{Y8o zVf(P3RCrt}vgk)RnXWXHys&(Cr8y1V%|qlva0b$SOWu@n`+^pBtSG;hi+>chu5!7R zkK3WwleVfBU{~Xm-^%1{@a(KNy)~PGMZzYDB?q#=FBqVcYmkN2e=;IdbF(3_ATBdn zGY{I|UMG0;<>NmW$AIkr3PEi;W47hLE6_V+wRg2}4)9CjZspn>EZd?cdonx+%~E}K z0-d>_ja<>X7C0GOise+#qwzP(&~mQ& z{QaBdxTB?;Ldj-8Oswb6TMIgBWGmZio9XBbN?PEnz`&)-&A&d(Gq9IaY8SYy3@=^u zWwscWqyB!2?{y0%Dtxyce9=|`g^pg4BeiAdyO*J|dTA*NoqA@CbV?x=XR@@VkOA>X ziYIGDDSBRzZx;efG4-;CC;vtnZcG1br+K#=%yr2YRoj?gj9E;dTUQE;<14N#aHT_A z`=>{42^|w1+m=`{=rFpOZ2vNtfdkHJw%@3w@NhhRd$g+z+Fz#{pu>cV)cA?7gXKu{ zpj=pblbchvmHlJIri0eF^uO!x=}1Z*a~dKFKa3h8MNrO;cOZ9>q?y!;{X45D`=s{mElPK)YWos{;=|KRX$+P zM2q&q=hwz65Zoz$>e@sV26)q`VFN5IGxv>1TUCqq=N)faykJ3Pon9p0ToqnXoG1m_ zEW9b(I2o~oh1Zt{AP4;#&mNRs;^5Gw&?P0j^(d-* z==hOZ4~wv6A`?nnA3xbv6W7@Qdg49(f*%dod`?MD)vg{B#YL6dD>(2DnLbp@;(#hL zuho8(gED`gQwhEt{BhkrD(A$3{%RrlCsYpCXu%P`t2tOjDl`v^)Z^qM%?YdMI_&+m z@lI_j8{NE4yay?4JeYoUw|N5_G}?KQOIK>a@D5O&)M8_GM|J1&KsE%L(^G?r+0Yd` z6sHL^%I_VBJ!QnYGi`MJCFzaOYI5gFDx?c{>tqrpq9* zwL9_2o-$N4ZokOO-B0u1URQ3^D#!EZw$^;H<=|L>kF1$ z#d)Qp?6&oG14caJo^j4=$cDkOTy3#=awyiV);XHn=7+GJ^a;tw7m%VqJm%nj5$av6 z*OZV;Xkuzx9nOqGyWNK~(u1*(E@7PTOR|FWFT06dZf=Ap~oz?%atR@gmO0 zW!HS{2_nqxfhA2Rl&B&FTTXfKg2WGHI4ih=lqgX&n4ypT8|&?$|1CWf&fxINg)Ac1KztCmzpjM*4*&rF{}fkwI2B$KMkFC6SxS`Elj z_-R8(2!%pY_I+Qn@7ed=#l2kHz1MP)8Y0n3S|mv-S&GOO%IEuQo|)&o=ggd$cb*yD z8A>!S7ZFa~f5>3Gy&Nu$6x@B#Mgkk%nioG<%YoOc<6F)_5*X-q1wTk2g5C)M%{=Qe zp#Mw(0hLnNO4r(T?pg^1(Z914?;*i$#US-P2P+_$XU6){Ksk&Euo~vd zhH@@+UH>&w-;)jroI`Aqnnl3na!+dII{}tB9x$feAb=u&$3N#`0vyxGI;i-*7z7;r zNf&4Z;3l2&K07A|2sUq?Dq3ei{+7eR90JK;QQrMMgdPQ($DgLkbLT+g`!c^|reaVU zpETQbxfql?;~jRy6X1a5cwftgKVP3t5Ce3IfP9vaB;c73xA*yvgH8?+ z_!p19rKZDoyG=6u*NcE2bCkRqUjl5l#69;emcV*8m%|N-5-(*Zl zYK3sg)Z*4o!xD&BAN$xhRSM%8s4Ku(3cAnP4Vc18picGfqm>#05dY}x5F!;pOHT!- zTSNhjrjwIL({rFydb5DoWG4LeDK&b-oevZ3>@mmA6@iE{`S7*VMbPzX)a{vXAqaQ( zF-d#nLpjfx*s%B<$oTwBZ!3E`ymD%Lv4xTh$9QA<<%=VswEIhnm{Jrlar&eh5;Fl} zs)TSPAGn{$6ZJ$3;9sO@f9QrBERTK~Kb8$L-d`rlyHjD!&V9sOE)nvaCf=DzM}cb^e(xt-HMUuc`Vsw(NBo6*LyMK3!2!}0aVawr1@sKAYraW>h1JWcd-6c10 z{mmKXFYaW*ulW29FTZrqTv~65?n(jvyd|4>&UkpYCDTMmHx#~luU`HA%ooNiwsUP^ zbA(_1K5WS`;V{nNseZyC7Qju(Ubrm=VkIvW3rcMK!~H!`bNOMA%GIZP%Q*llOWJQe zD|UtDN!x)fKQuwEe@KlsYJ@{PmfN!o98p{R!TZar_P`s_L6`Fhfa#hLPEp4II6R?G z>QxAW0~a)Q%YE|#+0WyXey5xv$iyPEZ2ml`|3~;h?>9z0={I9LZ@J+j>p;Wq|AG;g zK6Ig^9`Y_&p4z8s2_F4LynlO5LG4A#qlR2Fc)fczNkmx9dy?M3Qj3)b)wE zPZ1dDG{wzi6N;0<)BUsBVYuA%?)TlD5lGJx%#Y8E#*y9s$rShBMZrVTL`hN-ekmAb z*Y{P0a}~prlo-^{Qi|?&j>Y&R<64r1iTEL| zrq0+Z1w$NH+CQ16V=9Al_LxBys;luHcYK(RPJwTCid{-UUX`_C+0-N?DKJuvsV$X5)!;KKb0aTs&lZrbc|E0F~@F&A$7a zg&K<~`AY5?*s1#C!_?;t{HrZIF7!16Sq^=REtSebis)c#jdl(`T~qpg#V!wz$QSUkC}As-jMTzxD2D;s-p$IPeQ+4!)5B{YSag>?g=Kcl$yGK40V--TJZ;FK76R zVOlj(_YZqk3)Eug^z$aD3vi<@3863tkfqO2&m?{%+ZoDLOrCe%)(+R`xKmDY05={nqTSkUcbZ5<|Z z+Y9@N)3AS0GwyFZ6)(k8zBK`*t0w$J=G9!6~-&c;|PUp-^x= zs)XqDZtko{`dO>R39SYUWOshvQ`&&sVsqa@|25#P`}Y45Od9c|zzxZgs77Qm6k6l^ zTaOQw**zLL>#;TOFCk~L4)aKHcQhjE(5KQ)A;5pbuaY|~7fkEWzy;YNs_O9eu^Vc~ z{?_4~o+kU7nhiS#d%KJ^4bSSB6h*wCA|@o;vUN~#ai&k28bif1JCCm$4pH$Vja8~l zj)t$@3~er})3D_czoNA<4VOM@%H=gu(2%pADc!Xey|NzYbRVe2+8YmZf1-{AFi8zsvDPA&yqP+6ycTx|TMnF5sm9E>qeim4l~{YgJH&;PjG9KC zv|(d1-puP4iKwVR@1Lt;1~V0?>aRYnU_-_ehGfYJe==@)lM!(LP$kM(c!*U!C`Y|> z@^W5+L=36W63S;GVwJv_$8C`^lx1x0ol!1D>XAj=blp-U58*<(c^Mu}n$I|#SB56Z zK50rNWw>x$`rh&z0)F^a<38I{gmPS!j%PM_5--W6@OPpBqv`(~*(3^at9QEPr`<(Z z{(Z_R_GB?$y-cp3o-IbtpW<|O+amnMnHEvE!Ta+1m!t{vY@`K|eYgf1*(zB6x$}dkoEf@X2v!CGXO2ZXi3X3me z5=Q^hGm|ZkMZ=0YmHk!G*yC{|IM^r}jl0zMp8FAn9nIO}GEy=4xZBwxfj=It7T1(v zPXdYsO;2K;MX-w8tq@eF^TfZO3CEd}MaLf*x?=f7GX2Rr17vQ~ zoGjU8h)Gj4ilB@VZl4bBs);v5rpuznNsgbLya{?cZUIi8jQK5Q^&zKkd3iPM z3~DM$tMMsVpz`Cp6LP~&INq#G`|p-Bx?29yaDL_h(VJ;us+&T9XM=WD4?}=gXjs?S zBpeuSU6%~>2!Y=9NK8oiKC0#J7d5~DB(bYKm;`OR)5mInF4b6K17H`X9Av1;mcdhgn~MQpoq>K zSR7i(JKm8E{C+d1Ml3Vnd@xac+%641c-b9vT1p0vh`e3(6Nw;eMdsswnE@I(S4Hew z@-FW9sa0MLO z9MEP|R|{`HTX!UkP=K6z;>eK!3LMeydRF&}0t_Ds{K*Uy5Gh+bKlHvDWK?@CI+`kB zZQC&!+58HS5A?AA)=h#F<_%qfCn+E%PZDNSr-6scSN<1jw2k@s=sV^L8jSN?GLx^P zf=%R(ZEJZHNXn}3%Y9J;9@#zKR$^7)6|Ffb6j=dn+YT^Y2(JKkt*z9Uvs7p%9Nw-x zPJ_wcf(K2%)4)pL^OiefG-#R-r)*QCf%LynetIJXDB3c|-5G0Po=f(IKwcG8HDJ$( zM+Ll~?qVhFr~=vP=O$ZKsnBOO_fAfZ1|QNR&Kt_opxV%@z*~j}I|gmFvQAK;i*)!D z2NMNEFRmLmgkqldkUbL>vli{4aqJEbj6?A4#jXkTU!K@G8x5r5|=vWU3 zyRS(Di8BM0H@vB!_-ug+-w)q9xu=#26eh=pj*k>*=6d;HEVu?_ zdd%xO2P(lRMb-YCe+4`XJTg3+TnQq(VoE-`QlMq%1h-z~MxH{YiGfyBSbL)J_P8Y# z9_N%znr9t06>UR(sTq3h~yCF+A%u zNE81%{x!J{ZYc1)S52t{fF9LuE!%qyfbN^?`}`Y0Aiq9ZU!@UNu02G1M(fqA?<9T>DIi9vQ5(TbriUu=OC%5yiRj26%$)px1fY5_tYSM#W43v5jr6hDZ~(EGD9 z5YIM)ur2H9x%nngNmJb?yVL?MSN@x8$^mYsVjeBPopT?;)Z|K&;H5-1Gw`nu5U21`VS&NUp{P)1;XwstcuNHW< z-fN(~p@;AHUb)`g0)tCUZYJU_pqKOLMc4-Z>(9r`+kBhgSJM2SB3n8vs|DWqG}{E5 zwdsL&=S@~xlcD*VveT$E8J^HA`1>ZvAoMtHsr5@a?DFe8#QuQ@=4WrD zEE<*q(Q+ ze8ETh%dUL5Z+>QFz^(|=ihhPWNf&_=+x@*Iw~Ig_s{XS1%|fs#Ezv!ing;|8PA|i{ z91xA&r>Qrd34u96*5Uipq2P1TD5*6YdV+P{*sSG2m%4|-kw1AbCbe~2w_`p`ZaYZgq~_5_#Cr-SvM#ha&&q(Wr;{!KR;vVeS&v@<#|7x*a( zCRbQ;!MnYQRuPa39L{4==Ed32Z2Pt$RX-B~3IuxPS<^voRj#O2GX-1(iTkvflc2<| zDe8EA3}|FV+Fjb823NL;JALlWgflM_**=+Og8NBV*}c~?!L8#_)6MmC_%}2u)@hOg zT5B2SEYBoDkw?Q=#c&LyZFgM>s}F_faQ2R-&;S@(({N-ij0cZLQ7kL7$*^7J-k@G! zGOVr!OkSExhL0@rtC@-e?eIJTjib7z1*hEY3S`MSzHueZAZHAP5L4 z7{6-m2`+D}J;@n2f&bHdTFp^4u(7`F81mQw&Z}K0PIn3du?b#R6Rr@b_{UfBwlxSC z_AnULyZS?WYDeU@L#{A>S-!++(hwXp6GaY{Ti~xRMNcN5c%n)DO3*}B2y)1TYJM?x zKn4$<;j4Kgr-c1n+y;k_qnwV$o1p6&==0=Q=CG0lGV7ELd+qhW?OUvp9u@`Q+VA&b z*5|@8_Stsrs?cbh-ZKB#!Z88OOwML_NCctMURI9!m+rWB@tb0Oq$k$*d0jcA;*I0_ z*1yDd2ca70!GEr75$N$#Z2j|EEN+XU8r3T$qRp4bZsmz7c#*^F>*tHfI1)$E9VSNM z?tl079TGxubE%Xj9*n>zvDB%2sR;ZbbA@Bi!zheC*JSpVH6ES*y72nDB;wh9+&h2T zZQ$P*FPsia!~&M~p(}Ec*yX`mbNN{)N>N-#_+!FRrNP>7B{3W|CidOpV~9p(jRnU3 zv+;Pub93I&(@A*kkNU#-XDLYR-0pm;H4!sR79_?~BT!h^Hs z`$Q!aW2LyLw`wC$ZSuve+;R*u$Hx5P;7P=9e!}M}%9GLiVT~LuCk=1+-zomn8HdyQ zXh2#GN4?Ci3}y@)ILCmDDW(VV=Px>O1hjFx=%mk4in~ZRcuzkl z!ylHFH@#PkFKb!^l_UKy5Pp`AqI_^T4^r?O2Aoi4-o7JB-V znnYX}_oB+WmLuPx-?71RWb`brh*x_?#wA6Q;?##_a=US^mm?X=c4+m=nN{IxX`#{6-8C3frgds}bu9|>+TWawrC=v* z;Pk;J3Ys6Y>Pmc2gURcWatcm0IH&;pr#NcyoX9>tl1MFf4qtxcz)itjt{yjEy{F)e zZSOu_4=PrjPLuF9py5`*aZAM+8m5m4Hkc1nv2Vtg-~JR8#Z4+soDZX-Q){@_mklX! z{Z52WE){iFcqmp&R7~3^$9^f8hU^3S4m;;)m@1R{uicP_7rT>{R-&o+hhguteeP70 ze9vsGw(;IwiA={LPbwY^J{oq*n~Id1p1*shs5rKN_SCE<4QFndUB97A!;0<655E1S z;FgJjDxx+8ci*2|^iic?L1gMF-Sf2={VC&GP(v+VI_Q8pUA6dcn3#QriGni9rt^Pv zDJUu>zp^Gq!As``j{kmIjpo6}o2=uiFc-%U?N6yf1x2nykuOz zcP&Z%GYN0x3-~KYl5loZ{8Pi`4L$jd?r9nk_mo}P<1S3XnVz`2OxH;$z@I2@vra!aDI>m8hG-Ijw!(HzXjLUK`%!z;vlI2WJkD6;9g=VR&O7t=+r ze7yam;rMUOENp$;>YBMN6-N&eZ`o?3pmtdrDXb6~W>ARFYBY%;Wizg;ca5vwqB4jzbF+FPsz$!v~2eW1HrJap2xo$207AkU?f! zBR|~-5A(Mj^W*o$W%n06LVJR7?BS7%hZjRIx@N!cZsuql)23xcm__}+pTFBu?Sc#z zyccwfr%tt9Z~yteSPi#_?QfP#G=a9znV-w%>M#<}(%LAY14ZNNEj-iO*iAOy{Yc0b zr$y&?zio5JB!|L1UX=3~&i~ru(tR%=z7P7tpmYb$h~Kk`+aC%)oc_GtaySH(K9V_2 zOM_sspY7q#bw3b!O_;JR@&qXoJC|jeEvV@*S-;}n51&7gyI1e{fmPIx%L;!ZKs8&u zzKa?KOVKd@=t3;`)`_cs7mkAua~5ImWMiT2j%ZA6UpO4_H9Q(1915udt!y6)ePMyC z$98}{6dZQNvoplq1;L`3&I55tuqhu~zeFYhS?k!-vV{%#Jv#lMZUPMbE{qxMjR7XB zJldu!5s-T07(st57)JHpS_E@MK@4k~xutG0@DP@#R@PGCvFAj;>{2SIy~%GDm`#PL zIJPK`q!cK0Ca;!hCc#^qvWaKY@i4u(W1De!6quF79nB=)1@TwQ0-pcU!Bd^fQ#vyn z)Oku4_;|A6`G~=rO`EeJIOV|5U{)p+m1kV+rKdw`x2IAy z+PbGKgb4EwRiy1Y%3$AL<)}Y#rO^7u`)c>g5)kRWc_85$0Xi1|HAjkJEG{;4IG+e& zzf=l|>J`u*dUNh&dpVRl5APss>=~AO)?c2yR}P7Ok@M%;Nbu^bT*Oo~5jvAYxMP#b zKxH7uM{KkN`hG^TO?i{xZ^@$$-~D88obZiW-%AFKlwONL6EXxnA~8qNFZ<&fHtzv!Py0^#1-+P9`ec;EA1pQR@m7)6WsOpaEA`)^&cr)f2eq&j>E z<*ordY`c>Gq#8gw<3tTh6-0=g_r7|X3R_awWPk0(xf38QbwCXzx(^^yzc9DpXWZ$ z`+d&2?=%0??qn6UI;_^KccMLN!sjIleYZuaP&@hjdw(wl!E^!j^%g3+>sK?5dr?qz z!C=qSwI*DBbGK=wK_dcI<^&i&sE26c3p4u*&5-sNQI}tvwyO zvlx9rPwDVEzB~K zN!hhfiCPvsbhL~$`7QW8H+bl;ax0|oBsGnAUVXu+K59{CdsXM62H2Meua%p=^kzKOKdzTn@}2TVZ)!xT;g($4JiW+xh;QM zp>t(Jx>jZ@P7Yq&R3YCAWA%OVh2AajT{&)T(7{HH;raN(pE^Pe|^*K zxF~o&+}okX1%FLoo=raoE}agS6D>IKK4=hej>*Q2gMS{nzkej>IpVjKvq+O+d2zZJ9u6X^~C2gM5x+yD5; zh5tR*kF_My-z20qk@(}8$j$3FxOm{>G^-R;(Gi^1AvR8;-Lx(%UzYebh+|zeJ)~ zkN)1jb2(6Mw%oLT9vf{Le-_IQwcs0V+1ZmxEPPrVwW6nmfgz*Sb03;8F>pq#{JMQB zhKhstrX6I%&*@mR%}^_Dtu`1dB{9YB`%I-)D@0C?YZ=P4zsDrQD#x=6= zv0-B+e;*TjzXgXMTEf8f!5o=A#WbWX{G~)C^;d9j*5hG&CQ|OJ*So!Dq0*Ab)w{%k zkBjO7T^km*Td&F5c#Vnuw5s<)CJgKgB5x!?NB+-elgAWjI35^o^0=LXg`eJrEZIcI zv=&=()ix$f_14Ulmu5n*B(%eq)G^PMz528^6OBr1-fyX9fO+on&*ih}c7@u`twv2&y3cdZC`Bei6m=V&QE%%J0@bQA&3uL71?-kE$g}>IscllMV zh|_TFJrv)HP!azGBVG&cA5(XpGHyYB?83R~Wc|bLn@?W)#6*((se_WMTCmAAd5u7m z4b_LrgF&Hegp>r#i@eW<;I8M;K~)a+cL47XU&JWhtMvoTpk?nCMg*`;zG&uq0ox$T=Ypqo{7!oLC#}+=${XK zFzAl!S33!ypSRa#hob=YWusZ5RRVmtS8YJV4dH7{|#Vlip^sz~?rE5sto1K_Bd2k~au9vztj>PlO`yWgqGx_kX zdn|D|gO75L(|y;|`FLP2xp{Is9}!6-bC_{FY?hZADtpUCa*^gGyFH}OZvQe=wwjBQ zUcbGKqCD)MOu4z|0Uz_l<}a8!CxA!!jTIN<1vrt=^xM}+0Ls15vF-{!c4{hjE(+)2 z-30ID)H5#9qMgkDk-qv^(x%1AoQDC2uBTz8d^~E=OWU?B0kP(7Z2{iC1ycVTtp1K-FI>wADoco7bM#Fm?NwBNTAHe z#KKR4t_X4+d*|U3NBPik`7-WJu5)ss`$m)f+j{IgOWKh1_nPGxPT|0>t=*zGgbU@G zrekwY@}RhGi`iW_9=^OzP25fTJ^lLl2rZC{^>KMq9&8T8+nS%^JsXpfFZ`=INM90; zIjr-$1=Ek6{bqz(aVhw(ztSx>sLA>5MQI#7?ecD@Q{uo~=yRaj02^ap{wO?-XQSHf z)a78KR*ZFhHK=~e!oKO7Hl<*qxUth+l*xq5-Q>l`XSIMsnV!48xCQTxo%erQ)C%s3 zaaE6>El68mSh_c~1>d8R#dq7YaIb9ttxYSL$g7^cvt68l{=xfo^Y_y*Fe4n4Kg_^@ zbANQnM<$M|s;eq}A?Jfxj*>0oOnl#`u0>Pi)&xZ{uzKyOeZ?ts^lAis;T6!( z7gb>VwUdgs$L1!+UZ>#RbIZRe3+OQV_2>H2JO*|IHU6^DU_egU`q&*^2Gqhg1l-Q2 zquE(UPtuHr>1wIHD!ZsyB%c_$2NZ}}2TS_@Y{cTWQeQ2d2HY9h!@m(gg=;kTTbC;h zf8yqC^FK;OpkzVt43~=h-oT`P-zi{eRz{!R*Nm5EwAWi2HX@u`@~1_!9!|!_{i=<% zVB6R+Ox>ChQza#?&!=Gany>Wb+bFQno~5w#Q!~Pp^GpJYn~+-ZdM3)W0c9%9wd;S^ zf^X}!e)(uM6jEv)`!-ZVDba6QQ`)ZPxp#1{1x4Fr~pN6ke>B``cdu=gbg|0ZJWatIh3NlG+GrZ}Z&Q z#*KK_yUss;S0idKJn-40*MPSwuk4~f)#CV!XOT>QHS9aIgQj~cVey#lrQuwT9%&Kr zFVCy+{M@}C2~~Btw0e(uZGAl^xQEl*k2HYbd=a`{U61m$qpRgy>+pJG^!__|*NCZu zJGzb2>+#_6X88biEv8(5>CFqP!Q~h!$_oD~JhSKV3TEojc9VD|U)qf9(N_sNQe^d9mD7d~~DQSf!1;T!&??T0zkZ-)^>%_Nu2vZcTcpkMd9QdH6bEq0N9+|(A^C~fI zZ0hKs-azs{@TsmE1w8AMyMk2z-?uf3n>JD~nkLoio!N}b9=|$+H5w7<6*0@hqaJhv z)x~=j*W%q$#rW{FDrml2E99J9fg8~_v5vNNIJI?fhrw7QZuaS_O++-I@Wp73@b+dX z{`(S2S8Kw4HQptY*9|CQsfg>}uR})jN8YiWwXi-JF4}f1W)2hET z;E!LZY`$DQZnpXa%-pI0uWfdWO<@C0Us-7}SwYq*AmP=l-&Bm}@giOHXvkc7<%ahO z8t`^7tSyrYQ`<|oEsH5Q-2CKhbY2ro&WmP9{;G%WhNOQ#hU;+q@~Hm>^810V0V8q| zG*kt=;~Ow(*gvfsnx@|jOSI`2@+;qNR!hT-aV4%qki-XocPgtfnDm#9-CJ zUMg06dK<~~p}^F+GeeQu1Y!L-#Riuf;OL&!@=v4|vYTXY>Bl$2%W^@dY!R8mzUQjW zC-KJQminneDnt?$j0+A@@oRy_(=EajJfG|0(O2Dw3-4>v*ICzN>yAf-ypuH$xvbAx zlwOA)5<`YA)6HlVdTZP>Oo3|IJ(VY)D5xG0u5O)A#UlmRpgMO70?bW1_1-msmUPmF zzMs_5ZabYLq(2x5t<+qg+kot!7KWqGDVUr*=-ePigPoh%SfVg_zskE0qo%3wRNVPd zf?Fu`csxlk0{Y_xXtrw zq!}q6n!~`-g9V~$q@Nc`_AdWs!GOZ+FVZfWbeK!Nk2tlQhHbAL3J=Vq;(pg9 zE_1L6FDq`{S^k6yuO}Y^i(b-UHZ{NFW-A>bu{REmPLupe9;=e*rK5A7pWBP8G)!cK zKQC{jV#&{v!YI<8b#hhps+TrHd8AlkJ2}Tnj;D^j{!NFvv699}4;|NRcm3L~&p@uq z#q>Z^I$|&TUQFcBaL`e|_(~-eJIcoEz0Xt7y;LNgIYH{@`W#^y5ohht>E)Ef&L3}5Xi?2(~jxt5N_R+7(}r~a*N51>Hg zb=Zfm*XY68oC#a4eEXVL3`kcDZ@d4Jfyej1K6tsGftMPz$&yYQl3Svf*UA6Y zVfE9Jb5~MuMeFlHjmjnzPaTM9kfh_X*nxqye;Dv-l)8G3#=!D#6x)Ca2E?VqA3dfp zkjPII61Aq|SozEPn4eU{uUT&5FG_{o!|Zsya+1fi!82C-=x9)ede2vK{x`@9ctXzY zs~Xl6ZXRP`BKMg~x(5SpZkqiWS#)eT`rJtnNyB|zisCv2D%{SU2npLo$A1swAGlv) zV(Svy!B-q6rprbJsjrx*d6aV3@B$OAm#<}}A7tQ&|3sry5*-`Sez8{h|9&v^v0#h> zi?bpFGu8~8Oi(H++Qq`rnXD+mP8JmNvmTc=u%LHM;m!8tENs3LFYA)efX*T3`0J$p zOJrt`2~AP4RO}wJmCQTE^2Zh2w8%b7ckkI{%!FamJb_^o6Al6V#VwDRxUZ8sc5gQm zQe#ni(N+xP2+!WV^d}8@X2&Qo$EnzSo~66ef&z}Zl7>fUBUZ}r`sT7|IN)@A;n7l( z$0IuXx^);Rm_O`gSHtvNM37*3dfSVJ#KV!=I(t8 z-o|T(y-R^Rxlg0b4r;Y^c~fyFBpc6*_(uNR7x`CwXTU|J{ew+1N#9>>+}V zh>@m`VWh9^X?_#@{sJ74&p&{ODsQ$of3T}iwZGT?Wj9bOG6Et@; z!sF3Lowa?<;Ali-v?83QJ-i2XZ%(h;z0l~3SmIvlqA^!wXR z#mMe|=ikvOUu%D`e`xqb^Q_3Mp~E!guVDr0 zOZn5rly(m~mesY7_hplQq`0-w@DLTpl#}d+{3tkqO|KZ-W;lgR>Z)9BgeH?c%PXCR z+LAeIJ;NBN$>FCO?zBksF_10e?mRk3L;upTS_x+sO1qsE+{Ifl*Y9wS`|icMgM+ZL@PWmUJ!P9PtN7)YPNF!wZQ%J#ev;VSopL5gtkfp z8!N1yJ$Nl#03s|csffpbvYQG?Y_q4EE|d`Nit5h zY`7@8NwK`ySmc)3Ig-W2_$B4d6H`1?>=7-R`N+dADTvG?^Uk=#vOP<^`7mdF`t0$B zho{}GwmfXvUe9Fa7#*aWK4v> zoQ_lcXA}WhXZ;gd3k8rLo_y&qA%I`GhH^+SACYF(jY}$cV90-e`Z!*IIp0?WOAZmR z&T+gbySxpN<{YER&29L6NWD%|p$$^o6puaR65xfeypy<$+}|f7S&PiG3nd1sRVic+ zyy`3bricfP6Cpm8&3x$Z#*BdxfynVirNJBmz08h0iF^XD?}$WyGbJ$UQ8ANsS^(XL zht%hO=0ieUeR@od4|`tse9b*PTq-bnbH|U1uE}WcXREl#ymn7-Ne>T(7e4$r7{!Nf zlXtx~neSy+PKBqw;(-!4=vfm;=EU>c#BL;Tp)%3QxJz&_cQ2!0-Z~DdK7IcbW5h=0 zr>Fh-iCpv+rK+a}^RO_V7t@6Cay|zQAB`j9w~+l=U*Xd-p9|VOxpr}JE-r0h z&-V%EK#>@h5A!3}AJ;3?t82xvIRCJ-6)ku<^uwv(1Pj_DO{!0xw_>o`%Rp?1jk`U( z*xPn&TwY=$GU3dI&-9Jr-Yl+1wL zRgo!;COWQm=vNoy(vX|H<3c!@M+_!N&i>wr z`KML4?IY&~udO9PfwQPM`E6j~Epkq}vi85-{+r2pTF^fp5<~$dcY8=^ZX^D7FKOR) ztO4G$ath}w)WRZL^;^r`DtsQOoRv9Jg&f-hbD~okkv^Sa94b!14`rv^YBC=hPkIzR ziE9A0Zvn4FxgHy}YtCnw)gnPz?a;;kDoj1dd@cE^63W}fw!hCWM~DDjK%&3SHiKEe z$}q6v(&vIr)o7*%zh2Nq=D1GpnM*rrFn`iQmt9p2%7K+~>&hyz{e9GujR!06vXX_N zoNHiEWo$aXarjGhA%e2APhLwc!;`|cRO#4q$f?*fGK#K2bZ7OE z`mNU>u}Ss!9j7wz^3)CQsa%EkOA~^=sTgI0uJ2ANU4rD6Fk98>3y36q?EcNm!<)LZ zncqtJC0e5`gEPfIXg-)diclD%^t=0rVzbJWN{JZB^n-8?=67!?@k$CK|VG| zT+249%0II ze7$`+)|OC|e3KL8a+nC%DVmjR;{wyA@^fq|q9NriRC7co4wn8`9EIn`p{s3Rxyh+$ z^oDbVK21cxWB!BBuA0seD*aYq$2TAnyu1#{djt?K&ocl@9RMDOr9nz-VqALkkkGpoBfa=Z=Axrs*LVu z6aCvo9f`Rn^Bx<;dJ_|dcZxa$zE~Yw@h8_H3Nf_N+qCebhzt)%Xz@OZOV73Bg$zS5 zQONdwde#L(&1;>Ng2bR}J6q`fUne5R_vxgXx+VU+dv#f`=qNHjWC~ggVjxrCkTtP6 z29{?MA9+0)=i{1y&swymuvPvcI%n zWQ7pjo1fl_5j{a%y3^zOwLXSe)U_^i{TnMHN37h8Ztj5bSN#{=RIK6gU`Ei=dkBgO z(uuYlD=Zp*YxVrAHQ}&tgL|%rH}URP`7JMt2*O-IPqSJdORT*bZz}E=L6n~AT3c^n zPAFcZB)?I#$8%3T4?({t(#N^=8n-=>aAlW?%G!PKD4R1oJHmo^UTnp0j`SgtyKdet zS`|)c*L@!HkUdFERF9_axZ^{3{0cwNe$E039RIgEe{Aub^LgHxP7ef#*MAbDc|b8V zn|uD5Ir^VvF()UD2rHpfiR)>;#5-J+`|5g>a4_*~@31~aP_)vNHO&HvgapeOV-r(^ z{WF%LG`J&QRb$OrO|o8uSU~kocL*IzG}J3Hfw@}5Yin_DqC1Dp_6iOo)NIccn9jry zJgU!7WMmRCbtP~z%J&#S+5d6DE>A~7XzIkR=|iiKaPq+FtE|BtR;{~IHeR;~M( z?qo}N$TqyLPxdDk#b)J(-8x3-mt}@sy&O+86|g=d=QJVXeMa6)KAf<+r`7zi#E$5e zHvH>FcP5NJX#1VEuq3QR3kSmW4-(_sSO1-S8%$))ew*y2A4Aw*ld0u;ClJE{E$bs~ zQwdp9=bfu85{Z~PueC~nA%x<-w7ltyu0&}c<%LL>E0J(Dck}$&ZbU%I*p5xlLWq~H z?vknpq6qVM@$(dOPZ7H!6A!D;PbNIhywBcqDU~o$`|ruAP~Z~FQJ6Sv%%gQKjVn3+ow*x{E$F6Ts&&p_B55~ zc#^y5Oko6JL|HQU>-siA=&6#GssZGcxFAg9Y3ZK;1 zj7Jdq(v?y=UA@rbC zI5luNp|Wb!`n;YOkrfw`xK1pLaQWl*jWOp0F?V7z@K{hF;b3srKlOx`=ZP8n%VUba zP7~v--~z{dJ3{4Q-MQT1!}u}pljR35e+*6Xk1oFNgXhup5niklghczqVi~P$Vut2) z@%U68k$x;URCY9t$k8^582^2Y&~5s*eBQaEME^bO9Q&WHMEAy)79}2e&J*6b-qx{% zqPE?>y3VtNI)zcodsj^S4*&rF{}k7EJXQZ62XKnYNR*;2qf(Sgvg##eCWIt1vPJeD z;hNXF!$k_Ah$57-9fdX}6rryqvnVC2_?_Qh&&PS6&*%MF=brPv22Y<9T)vh{_$sF9 z>qe&%7Ka9(G#6wNPf`K~yS^k7@}_^a#abf>`a)UjV}D;_ucie&bBAb0U?BT3}Glxc#Saqn6Wp{F_(C1cp%udvw-NK>>7SJ zewz>(JGpwoCWX+HK5;DO7=`ebsoH;ZS2V$Pe`!@|?`DEucJ8WSv?Idwgr+2wqX`Oe zyiPjgDv_HOx6kTH8o~OG8u>ufw`y-7##R`?x#@a2b zn8cM`$E5dAa|jx{!ldixWJe(QVtxDPW3 z_bA3Gv%plsYIlidcu5>F$l%Vn*-IgQOjrM)T7?nb|EcnB`x{1dr0t;aos1^bSLLT| zWMdM#t>x$ZgXzRPD-oY#{n;n2SZem!aSB*^}?9JsKY540r07!s-VEyKG$u zw#e1{wQKBQHPKo9PQ(XnVZ+`3J;>U{HcHTd^iy{*1gst zEs(HkO8V2a+J(@JGR`ai97wqT*KQ!Y)rXJ?n9g?!aU-&C+V3L_?FgBFQL)#5+M;Xl zg?VmWI2J`7n*LWDhPSh8@71zGQCjs$|K!a;j70hEK5yWR5yhk@_o{*+6Ixx(mmdzc z!UJmIyZjM*-qBJd#T_D}T8y(fwy0$HGMJe!jOmL(3keUk+=f>f1s;)0(sE zHo0#J-!gKVj0m={sJ{k>I0<^^E72!hA@KKmweXbc2mNh-j$haC#M^S06+4#Of-RK# zpGfB!LdMbeh?t@!(eb=1ByzJa+%JqgRM7E;NfOIM#VZiI4=uL6{^bkS+^6m>4qo`S zU1Fd*%^Mqdoc?}U9uEtyt78GPRO~kSXrx7p1K*BartDNI#O-!z$O%Wo;(TLWUQIOU zQQTjCw=?k9K=qUF1RY!@VO-yO=Fc;3}524IE!};yP9i4DuKI zXXDZjUf~<=IjA{q%DJy62QDk_bz8LSVL-{ng?~^F0R~4SihZoGOlz4|*I!4xqCDMT zd0ZbNd@$r4n5kzQ($;HCeq7&>ZWH_B@tnymWOT6hD8nsa{z;^v;sby&wVUrW+l`&dQk~Y@F;kBG~S3|4_{)+I@Aoa7v zpYE^Hojc43wKr^icXrwl-DUEPFIsJhh0P9HDZ`G01@9A==(U##0chWw9(N?JZ#;XX ziOr4}+n`XPsb)spH~7^&JYh*_>elT2%Wg|BxBOVfpW{Sa)Lb@Zve}(r))gdMT(u|O zT{I3WxMxS4TseKXz0QPiluu?>?$aSUyj!+PMHv!eu0v}_)>;vKDjUV-58Dy0hlvu? zU+0L*eGQo^iSnr3z34EZqJ_%qqu*}pXh6iTXH+>s9C1O%Vuu6I5rSez6}_|FiJriQcIX;R=b!EzQPA zZEg$g=C*;i`26x~x9kyMA+>>Hvps4?i=0lZy9D*~TT6V7d!XXsR&JqKCuF@1%@ose z0wlxJPT#UcpNNE3N2Vien>qKm*|{TUrQG|`J)RIVqcaXAc%ZdDs#K}d6C?Fc%w(o~ zAbb9g<}L+q*i00Q4ju4@>q%LogLk~3-DMlM?%id|Rp5ee^X=kM(Vl23_|hY`KLEX6OH+B4LFjT7=v=Wm0OiKl`EPIWgS-%t z>$ctt39Vf6`kTDrUlt?#Rm2OyR9=RSt{-AA&I|F(dP8O;aOcM~9|(Uv%Vt^Qi&({@ zC#wg2pkmP^*kSAgTa|;=UupsnX!ZK0@8=*$J+GTRTonZ6D6v4}%ph1Nty?=18wBnF z>gQknL1L09v;2o61cDp(RSKNH(#*T(Ve|xKrpHetBtY6>#Qz0B3 zHM6!G?}R{c%ZUQp!Vu`UStv-762*Bux$@!2tL5^`AkF&d?4M35SLkT+|MX8u^KFl{K1+AQD1 zu%uw{v=8Ho?DQJ|gS-Ey?IF<*^_xY~~hkeqqoGp7OaK5`; zkXt(f6${6sY!61D-2B~8bx0J#dy>aH&7+WT=Vh>N)jTw=Uer-Bx?%WhPaiZ7G? zmcLY}@aq&$QR<9F=J*fW;*Mw(bsTA3@{WVg>9OT;q{m9mb-nhA!`H;dNe$09oN0Vp z*y9?9Q%Z~={R32#-Voy#5T)XElhfUA*Q2q|+(^)_Cl=0>OrzVX3DEWyzbh+~2)`3* z8u=TNp!{m+U*9G=B>5Z5K8(`vWnM~9?=}rf`HS4;iwVe;sw(DaOMrk+jD*Zq8a{57 ziD=(KhkVP$;L3Y+^jDeR?#-ve=;=q!h#Wfhhc=x{V5ehKwgLU?5)EBf1X3rPlkjnH zgLu~>4dO%V!VbS@z%1L)N8 z^S*QLq9gX-N_K;D=*0LKpSF`kuFm7_6dj@Yp86vTRS&Vc|rWczrUgx)2ABxE+F0HB^XL zIjvmwFBWgwDSznX^VW0oL1?8r6&zY>#p20iJ)>RkUsyy%b&12q=>{t7%p;lZSuuE> zlzjVeYBbKdWtHqMjK)w_(7$RT8qNB0r9;y(knVGw&|!~3l6Ut>?gKH9*l2P*&M+FD zm043sXCm-^^HV{-1PYWkb1ZJC41@kyR@^m>2visUxc2dG1V&8d<_GyBAthU{#yCmA z7SpOro3bgm=JB8JQdc-?Ci&L?Vh_jXbsW-t9X zA9{YCMtx{>J@! znf~E8t9ffcH!B<>Ph6EnCc?36ndiDOX9^0Y^J9l*!f|}_m2LOK!mvZfec>(N6+|d) zU($K*kBONhL6Zr7u-G5s{CIkEI9sUSDDc?N876koa z_Wq;1LHL`y*5N{_RXzT}chCW! zx_fna?_GwD?Rskp2l+k9th@hAzz3V&ap+pId*bE8gbRrmz2LhhQTcSHJMM_e&YjM3 z0AFSN&D=c~5ca<9VDZp-_#ZAS;S#ciEG=2fpw=EDb@4)Df=-ZB%dJ}7Z;$-;YRg?F zw&3Dd4AO}+#kcH3PKJk#Fx4bwoN`SYzgN8ZQ z_x_~aJO%w1YiD-;FhZKOLj|E_2H`a;H}b^UB1z$)vX`ATcE1yk((STAu6$2PYKbj2 z*tk1gZ?r=EuiQUrN7pT0AT+&+S0@sD_D{0d1 z*a53=e~nyVS}v#3M0bRg`ysaa6?SM}T2}9aOQ>JeFX{R1fo+e@Tr&*!#Mi?Y8r}B! zpyNi-h8nUyFc`lnrsEuE6Wb}U_xBsuK1!m^0Xq|IV&!sJFe|<yH(uH1BhE_<|l{-}%MT2kw=#lS}VBP|9h4>~oC^R$Lp= zNV?|%#rB&Qt^M7R<<|8`ivPIZG$=x?<3Bck^xgtAWTZpn2aU z-%rY2hh(PShM=P)u*P;(I4aMp@7Vh$3^}|fnao>ZkZ5{$e<(5x?`F2C-*XAWmaB(kab=_`o*B#1rhM;s1t7Z6p3B;r_0Wg_N|gE zSx!LuOwaIqVF-ukAQ`|&$dIPLvONH9V6pPmv372^hTn8 z;nvxab(Y~hsQB?mdPUBII2<~1#(@8R z9O$u{70RV?_?xofFz>xMXo_3?GrSuItPM4Pe>)BrawYovoTxCp<zwoX zTblsAsB&gkNdi3ft$g*eHxbVB?>O(aCIaKful6n^!LjbeHpvHc^f4rbREp^cbUeI6 zq=1gAF>Xu5O**!FYK+g{po4Sf;Y>~j9fIy5{Qfmbc$1O-mz7G#TE49b69*Xhg}@Ga z3jr9SH_27C@Wr=FZ^3MgvVwlNza%R=7!=$y&AsKU1Ol0^>=Kdfp zOI@w{os^H$_{{l-3>5siTWw4#x%a!@S<=t)j}=GB`|E`ct4@<{yS7gMAerYahy0iu zsp|>(#FAf3XfpI|{y*MU$=}`fqANX2o@@?U!qXMQ;_y_Pr}ss z6s-0%dQP87fr7)`*^W0%l$VJG)!LACuXL-+`ivwruxjVEHqpT0(jznB%*6A~taORp zEYNrKJkx1m!G49L>>l0}^pEi7JSE4mDs%DMwKoME$4Xx9uT6o!U%JiKyj1j79E);3 zo(7{D3y!MN6y#3^uD^DXh1^$^@WV*P$J9l;@7EZp7iu_tKZ%ZzbG}!2Q|OrBu3l5b zVqlc1x3PRJaAVkA}^ImA1O-3XGf6~o)>BOY=0^DyWv$_pXQkq z)VYdH5gM(h$1of-wryKpDwWuRVGdo3HnN`S0CTFz5y= zpOEhR!Y@%v`t+`tSrw^qLFOq%vYoJ~5Fc+r8XR1r#zRRvZsjN6AoKL9S|3+Geie#m zxAbMJUB%6}Z~vPk$G=}*6?($tDlELtQXjrcgQk_t@a>^Auzjf7meih#gNpmwdW=)y zCMnUrP|AYFjRmpFW){xZEB$@Dl!8Ae7Mr#BQo(u>AMs~nDrm>#Z>fu=!k0(>W$K<( zc<2hIm8?v`{z*pgOFtI;1&M{$p=5*{nLyeIc|LrTCyPgu5#Z=yD|m%GPZ_U%U(!MA zzytYfQ_!`4JnSWD-=ohD$H@3-dj;huX-L+-)P3XRdqagkNwJBE@bNqMI% z_j#?j1!B-{hf=_I{2dr@XMS{Ip{=Uyl$&!hPE;-Axuz!L@bCFX$^FS_e7f&O(laLX zwUt^%Uoo&GA&bag49NZ1VlXUB#>G+}*eNp+LshN1Y{A6Q@+ecaP$nM#j^A~Omx)bo z><{PD7^qfkRoA1@!Ed8v7O|d=V;0Ks%VlVA8wV$kc!8q=(T6i5dOC%x4@E)w%Ln*Eo45moeEa+ zr0l~1RYhkL@!)~i^6v)|u)FWvn!ARHXtCAS*^x%WqQf^OdI}BdIN1?wMu*lRZC9Uf zbi{DZy!mgOj`wR`9IZJ|hy6fBu_>v}J(}hk8u@=emo42PiH2ndwNuWT(6K&2@>0qu z9YZg#74eeZy4lihIYLLYLA*fBFddsU?E*rF=ostJtJD8VN4CmC7dr#;`<`)qhw2$R zgrYa63J%cmmupxwij#?I%K0~Dqz>5{2FYnmq<@cnODC1DJ|$&G##_Fvi+@b2)IQ)* zK=w2KZkeJ)=3{lJ68@1iTsu(r{wTTM%dZCZoF?ZX$&8Apkn?(4`-74=Mn?rD;F&+U zJ{8sH?7HN7A3v6xS@)fehtA=9c3hz2%)O=c_flyHFzn4xCiiRA&9=1XMu`Y-Y?MkO z_tpK2^8E}eIbu_H_)e}$?orvwynZpmg z5-<@sxowkGJoZX!oSc%RBInbiF#(@=ut^f@qcRg%LgHpGaD{e}62-HPpKa zJu0{;4_qEH;$g=1JM9sv^~e7ozec!Zl6p&sFNZVdTwy%2hq)wIWpQn1- zihoTEt{D6rZYJ|q@3jjnCdbKrVxh=OkH^Evgg-mW67WPWmp)yZfOC`o_79WJJNrj` zCSCDo{JR-Bzv4$M?!ePj7<}zNDkU8Y{o2CcCZs;^6TdEy@uMuIJ5pr6afihSg!fx)u+MvL9i-W>f^`?ZsLvDz0a}l?)~8Xa6;&J4K~p!28qD zYxD0&6u7ndjPyj{IOV4HPWC9U<(8?;tHt0OTU$=VsTf?BTD@mLKL%Db`w>Co7-Vbz zksCIR!I!Z9m24tW_!y}6iJv1965HqEjfN@cXMaB`S`>y~gKp;-BNV9nm##RvG7@vz zyLTPf8HGnJx=zxhndfgEmLzRf9boPx{W$jY-v6&%z3b97$o3`e=Apf0{}#jaM?%G6 zxcTafas4O-ujFL6OLIlypyy+yi`x6=O)GGEyfx67vF_5T0>0RR6K*Lgft zUmE~$vV>6fwPb5ws6><}OS|l35HcfVm}`ugF=H5OiXzFrC0kS?RF-aulztScWRIw1 z3q=a=dH?!;&N~_@liRSs;fW}S3E`Irj#+C;)BEa_eiJqxRF5Kz}nSD6N zg^gnSmEd70B!8Y6!VeN!kx z{VkSp&V$cFq3nZx_60O=a8TZjgj^S^*y4h`E~49V2aWrt-YmF<)bzR`l8H2rs<~^5 z=6g|W=W*#En6eRWuSD{-%k-$D{*qH!rlnQvYb$HAa~aF;?P@~4#PP&De_bXr)r62+0^ z)|nO{2dl9s$;b~G-0PQ-$6rKwg(B^E?avvY_|ndV(*4K=yLPTA(n$PK3j-NC`b-=s4 zADPOT+5HFg_qvw)h@pAW%{dLKNc%L-{_V(*cZyRrk#+N8m?HA9;voM#nin(?eai#+ zvgUIB?i4ay;?&tVT_QtB!Th#Z9}I|bIlL~Hs9@`;_~z+*I?SJ-?%X-Tgw3|}P`%H?1XS=*8rAJkW>ND z?i|z~aqpOcter=B0@|~aCy|?McE7%W=Ji>n z`0hh_bpKx6yA3(L`$~%$>UUq7U%^paquQ4F=g8;jrv=84`s2H;&!T+ypDrG>MC%TA zzgtLDVnU69dn;=_6NaV^2Sf$=!>7L&mR!aHL13G~(zb~}u-$d;5o-$*4t9lKvE0Fg zAGNDJNZRQ7e_c;vdQ32ipZTmJLWd61lH<8@bja5pIjUdl4_E(5{g9;FzaPjXh*IClTk>2ZKFuQI+0BT0K%uVPTYUT4^Jqn-zR8V~Q`LH;{p zd*5uo2UJ=tg4kXUAf@^K8SB+0lqW9R28(lT{e-*gWczD#1XLR-3*r4+CL^ zv+BPxF-Y3XL%5oTfo|Z1pM(?)^4ZgBldq}Z+(X+q*g}QP-A%hhk#R-XW1Cl0aIiK# zUht9%)U`ai6W1_ETt3KWf$R;u+xI2`gAErA?#I8N!ku458*lGJ&lyp&NER~n)t@8R zk&89o#P1-fVQEb(C{FnHNAl4`44(EhYsDmCaQ;rzTy7&7TA4FDE@xnHZ)u1u{Q>&RsMVC3W93Z zQe(xgU~d05@uemS>})LVt9&E_U&3bAl~@ca{(ASM`eShX@p&QEWhxBOM~IO==zlSm z?lCQc!CRWV?28Esczo{Dudkp$k5r`9DGmi_nF4m2{r<4p@5_A&13IkxFe1+NWWpzf z7|UEYCR~-%=skFr2`WF`8+)CYAgys*_@Fu+M76aH6p6u&`;y+#*l9Qr{q4*48LY@D2#a3ii?vO$v$bSXPMw=Hz&KmSd0%@cnh zN*;D?QltPS-LbH|#UE;T%iTRY{UMyfs4BFeL)&x4=V3QG$i?xBzNXXR>GQw3k!n=X z|GxDPM+gIfF^vAE*9Ur|_*)GOh>(A`{&Alh5l#w}DwqZnf#g%uc+QOsYI~Ikk0DkNL0)EhYADqO{K1FuzWuHEY`niJ5V@M`b^sNY`y#znJ*mLI-g`+*9fRrmT^4U8F}Ni%bS!Cw0#i}jxkm3O@Kwp~ zc^-`pN50*7Q0zbl9hof&Ra7Q8NM;Q6TQi}w?(g3K^t{#)yAIEA?|VLUKDs&t?7J1#K9J#p>A}z%x;PhN#;@=HPlOA+ zJ8f;K!d!SDvB){~kpt5I_V-O>vO%;vtl&GcsJJ`DD~k;ozi)o&|AgwLQ{VWH4{#u% zA?n4G?;NPVZ>80{$bsu|zAap-5MY1M5s?4GhRvh^KQw=_%Lx{?(L71f#EY)60C z5H9qNG8YKxrjmVW4ouL$@;CQqBzkYjjqawEGhs#CiaC-`hi{Qnhl5(_ke+^gVI_oBdMBR!c zue-BuM?DofE6UpCkYuu(WFLxCW`%OR^2i{uidGPDlMK_J4^xRKkM*9dDnBAIuzm14 z&H>dU2E(1*O{ji3I}%ZI6lq*^n`c+6|va^|EHY-)YfE4opiYI_~6f;ArX52>BomVAb)K*Z70rph4K?YQ7-I z@fh1^^qLOT;CYpuNaC%>r_53RHO?9NhCmKnUiD6A6nR?C=Tiio1MPv?TNW7{xQTCB zS}PO;8@d(WB)p?Tx8}RvU*4#`q+a@&)JF#?5fkl3RIgviy2;g04}yKA{uT|}gCL=; zl7IjHAc#H80u0D`Lr8fTRQfabqm-g**)VV4~>x7fZA=HR=W!}Wz| ze|~~OISJxQejho4Y@{z(62pCgPvwV@Ci0fD*VSjgFj!R3n`oQGfT@5rwoGA=X>q}0 z;u{7hq|YsT_hS&^MA5kL27~KUNwQbg_`>;tZ|{EPVxaXtLE$+%4;qr!K6ftDK~UMe zNCxdkzF_dasZUIBx#=k5oyUZvhh~8eL?$?Dtv>v2C=hhO0q9PwW6iW_G`m@f0xzbQ79r&v13 z&9T8#Ud1kCferdHAC)Z|g209QF;&$j5UwRjKh|6y0K?v!0=V{p;Bu#7dIcG{q`Hv( zDhU3(dy|oaEI&2fbpxqT(^PgDSxY!u9fDN*Wc6Vh#Si)6uNsiearbv_-w*)3*=J6M z*#&}@p7n`qFM_~grC{>qG8;~H?|L`$mkrE70r~xCJ-?dwB=4DJgKiUjco$mtqa-=w zDzra#YvdV}O@W|hN8Ma05ePke=7ur1*s$!TSJ(1{16{2-X7@zGU{vcNrmYYTiE{@M zq}GH3;muA*(n=VpzwcmpeB?sKQB&=}%^avHoLQ@(#DOgm(uzfmTv*$~r(rS>2Kz4= z8yNl#hrmPcTJ`^g16#Z;UT7g4MjzUcvH5VgXj?j}gVa4g9J!|}41P#hJ>7xqU)mG6 z1$l=t5wHV|e=I(A?;>)ZWS|;@=I?xxXL4&X93ELc_-DQx4na9LH7CA=fpw9K`gAK7 z?(t|lPVeVHNCbYy)*PKH^Q*7jFK}R~CW+T*RTzkseeva!3xiITRw_jcowM98PERyL zpm?zF=P~VIh;~j2ND2vtTY~K3f$J=&7f!#X>PLshX7@z%2k1Q`C{t20K?lYae#v?z z1}qV@)?^=IK;XUdxlmgML`SCAnYuH8neTK@L^}|ctfQlH_XdKfvnT&Z69!Mx=30A^ zEpz`xy+E?|2B-oW=UpdW*zCoC$F&0n|IqvirF%310t0%;mR~lWWB~g@`qfGu2Be(n zZ?!tHor)WJ)ls97>D)*&YJ6 z(P{HP^26YzEx~OVS&>)#UmucX^VhWpi8Xh#ucJ7I;=2&2czZdg zCp8$>Kkxf9;lhG+#@E%Ft}N)ay=HweEf_xQs+h!ehJZ=Zp#u@fi?a9kGymUa>x%gz zXMKdq&mm9KzTUP#@!7(iCdNo+yr=jG%9oR8*P@BqJ)h%@RZ!evSIQb`q&fHbE@5Oy zRJf`j(x~mD6aIU;_JJyp00bFhCWIq-hO7=GK zc@PZzJNoF`8-l^-r|3)X_rXvYHK(z=0_}&Y)Nk|GEO;+ox81{^4pF9sX?f-}^uD8g z;2omCxQb9#$psq3J(s)LbDIttS7y!>+@*u#QmT-186C{@M$^ZTV;A!-{z0(HwzEJmQ1*g|H64zLihXnyqe1qA@Xk~EbeJnVpXGgv z1p++P+5;bgA!?sMYQ0z}sJ<>c^>$4t$o|rn*F#c=PnNDnc4*7yioOkofHF(#XE#_t z6D+H~j=oEJdCKa?l36hDd-m4%j$mjr6%8ms`y_7lWw!WJFvR7Zb^h8P3_KJ^P1TWL zh%JWDpmG)rksp5cI6{YNevyYCC22s@NDkx3(O__&*Q;O~I(TWQwYA&Rq3TA&f8qbJ z;Iu)*mZ>)^coa}K+W3wI@$yy65gv5Nr3x%}dZT^J6y{CWp}~VrM!Uid3N&@b|0qnO zfDdi7t0I#EsUMq7vJTN8;YOdSpCJw8_*^!7GU#yA;on(jCYpa)^hcl(4R{YL_H8nu zLDRPhio`t%9DLyxGl0J10v;J~-kkD*(6d?9-|HywJc=Dz^^5}3h6=o=UQl4;{LRaW zHZ(}vcqHO`8wK=*1+qSMP(Y9@-*NbY54av`zNX{r0~UL3dGzsn!m>`8N4cOU7#?QK zy`%a-R*c^-UYZZoQ*-`o{!9TYLjNx%bdHYIY;*3W`#|3MAC$`sA6UiXw98D)6Uufz zRw!UP!|K_kU5&`hvvDTzs2}b!Pwr*xES>p+PD%E-}XkE0^e3YM<4-9J` z8Qa-K0Yd5z14VRyN3tH>lyvohuru?*WoLY#T2FXN&(a5W)>JwN_MeBcugY9;6CWt5 zbySWjp}?A~jk~WFQ9$&>_|L;=zwO^}TNe(~KsV=a=@9Z_>Qb~p0R>*$S9xe67e1_0 zo!9dLziFd(-L~^E?XbOK47F>!euOHZaUH$H?QTe`&(v%Sly9(f=D3A14Z;##f~O7 z8Zrp_7YUo2lR>dg6zX<+fun_mbF7;yXf*5cz2S9(Bym4w)z&j0G~p5UY_$a>%(yI4 zg%oke0a03jfhAlE*|NFchyZPcIvW)!1fcrp99l^rz+y4$`JLMYuokM+`a5L_s|q{r z+5E8tuKo><=pZj1(dx}PpKFXSzCXcJft;Ao)7p5`7Db|Pgug+n8|Uhn-8zs^`m$NTDxbQGcokAX~OJC;o>etox(( zo1wsu|EIEGt@^?k=h^E#f9U`}9^i0N9=@YI>aJZP6$F^dQ0;0lJO@KT)hAg3~w4v?6XG_S+w;f`}4JMm4vd&@ca{P=giD~A9@bFuQT=mcO* z_q@|BvV<}HT}Qio2~eR;(uq+%2fb4VSJ5ZD;Z#$-uq!e$4&P>52<0$xXO;CIytlyd~Lq0B;CS1SqW@3N62j2*BLdXH4zcSzX}jeD%ynQesRQr%SU zuYLa{!uj{81In|G@ouT_|M~U@tTr2c|3ubHVPA8g6}o>3hg@)kf2E4nBxIt)u~=QC zxW#kz4>T*VKYzJ`7sYY)RDL`BdH=*E?m&g_Z6kcSiE^qd1LaFSoA~fbqM@b!nm=U) zR^a)hg(lc;1tQv7lmrE9aGP!HWL2$&^7=EO*T}t5$8J{TL{NF$Z z5&sl=eAqOJh_6mL?6Gi_i0}Pzmzr!q#shO69LhXE#vSr4sOkYy_E7??(7fAC`!1d{B;yfELQJ)rJpI#lcBIC(o`?D@tWB8=8sK|FV0CPZ$zZK6_Kl-%C z62nJiRJ8GvWc=a{aWmm`BL1~ALB2ALh|63p=(~G@jPDd*i77(9Fz_=Uu)y$&l1r9j z$dLT-UNaUIH*~Vo6+n41Xt|{aP#(%%V(E3HgkY=NILde0aHBvN+Q+Rigf-S?WZc`# z{qUC4WV|At{X-S4Czv7gwG){srF6C22E&~S_uMl?>z1;4Cf1McW1{2(zNe6g^Zuy$ z#ZyGYCH6*~AR$9~Yg4WwM-QdbUZUS?wQEgNKeD>BZRMXmhM#>p96OEL1Rhh1L=#WjVBS-J-x8H^O)l*q3@@g3VHhZ6J1~6x$^TX?bTM2u3abl4=g4-=0js977`~0~Sc_mj6(1xW$ivbw z{7>6U|2yk_al2j;k8&{ypXu`oRYm7sCW7|WD8miU*K+Xsc*hO@ZEd&eQ>7aoUeeTY zPr?IlCJ)XZm-N6V51QyjH~8Wwwb!>XQM&@y<=21YhKmj!xAlGKhU@c9UP!BQ!&NM- zzCWsP!@0GVbi*?o7m2)`Si|R!2h=EQY%TZ2 zwFFY%ekgRqOJaT9+mISc15FLcxbr!-CCCFW7aVhVJn$gd-Qnr?eev(vH%+6F4V;ju z6DZGxy8((e$aB{vv?@`5{18L@Hj4ir00030{}k7ETu`s`0zN@i4Ah$1abywIXA6-|+dDA7hplMMV=_fwRF!RNP3pR?^4!`;10>5YdIV#CMn7nLrIy=S(`8ig9=6s{T zf_><@okRdkY=652_WR@hw&=Heb1A4m&o{?J3hLUJS5?9(XxpW^IWB+#v++(zw=@2b zo$|vxxP}flmgT$HXLJmo>6;?xVB*Uc`Gs@Zn7BXAo-fRyL*r=Ni<|f9sGZfEo0dh# zhMj66jFP5ON$gK+=U zwDlXlF`+xX>bqwX9ct?gwS<}epz2Vh-j+}h#kj1wN!kw-&6J*qLw+a=&RAws>Ia+j zkyEm2{$T19CDu}j^`~}ixUn@1%=K?8d#o+oyt~hsgc&PgQG0>z+ zl}tL1A@jbWamIF6e0gKx`jHrrH*7OK(F0jKXqf^Xa=*TJsRi*Ka8oM^%-u@rb0P-p zHo0Q!LWkMSYg{3GH|KGkmMbjgn=IKr%N14*=K|jz^1v6*YjIo0Dag0VQ{l`H!1p_? zeut+Az??GgQG6=}pQS>jLtjy_SK{)np+^)%D}{#E-Eha?{t}anSPGmo4|(5C^haWu zVpby4AD-rBdnha_^il^S3zC_r<(qltT@S?Tk>weD8z%I6yAvW;G7&Gu<;qNFf|cO$ z{lgyyw12#Pll6^(5BDqMwn+q{KWuMC-$FKo2M+v}Qe{JO?K$O!HGHga`PHy_H6Nbu zBD|}V*a$Y5Sy-aT2A}CS=h_rD;!YdCk(Xm*3a|GCq?~wf^xZ>E0XC#2{AV+bkNV@6 zPsNk|lTzn4JetYJs|WLj)~oRmJ1Ozma0wslwsjU|Sqq@&{9%0SX#qM`i_fNB7ho3i z2V0|>kLBxh<@F1K;F6F9<)j8E#@oQtGmNxqTe)JZD%Z!6-o&d_kBy^>wBoC)h! zheVa(Of>c~!cM+sqT}mq*=e#YsMl-~$xASx@pQxRon9&w$D-;I(a={fPyu7+7?D=|u@$2Jm2voBNlFU)a%g zE{=li3l}UkgDKc;%ks54L4la+#Ot}?RBZEG=qyX2W1;4{ysPF++^N^NQf^At$BBQk zX$BX6+ZBi2KIR}cA+@N+G6-|FuXVLm41(3@75(^@Ky3O2zYgfAr{BF&E5f{hOzV1TadFR*bzUMEH-O^P1;{aDMtHM>SfACvq-5vf)B> zx=%*5cngr+?Q&w@2?4H#nSb`!NBY%Nq?jER!rv&NgW)PdoL3f>2tz>G7_n*vHv}V( z$Ha}IL(#HWJ70#V80NSrk{yDur&A_wI*DMAJ%`FVAj0v1p-q3CMVMXYy&&0I2*ckM zQ*%8;s8Cp1;7Aw2!s?b1KTHHOse+*6i6TTh=`TQ`2#b#@&5q0#AlPkE%G8kuib6gu z?kW#<^Qh-{6mp^yL4 z0|T?7553e{!@@7tjjdyr98_d)HBj2j1MS0g{_cx>O!O`O3>F`Y7Wrh4#&f|p)qSMk z$Hn8Y$fRu+TpZbQ!k}G;3odh*_fUq5D<7j;M&C-J}UXJ!3Y2P161Lo17@GV10NL!6h}aBJ5B5wxO4o3n{4@3uGuD+nR><-cQY zie$WA*+SY>As%>2h9xNp;n$vjJe53$|20bbAw{?L&JPiio@V)jl895rN?n^397V-EqD# zgIt%AIpu27%7f;mf41j|+ZTm&3=@ZvUw!j=$HPp~d$9@P`_J1GO5gMFBRq5a>oy*u zLR!^)W(!d@H}6sN93iwmsyXz0<)J+3aF%u@2lLtwmUh;1P}*o27MUM}cp2}CFXcff z|9#Uhu_Xux9~2k6_XXib%5&T5HC&vjOkE@(>*XDov%~!a7detnX-BNss86g;oY6*u zY50q&MnwT|8TAvNQWAh9?(!ymqIp8};vJnd%uC#KOIDeQB?ZFjJ&I(Xt8sey$%&08 z|7RD|2!CN{?_eal$;w zcT9UtO#K2Q-=p^m6uLjQVCXVY` z&%H#(IpEFv`-_y9-!+agC+)ZmW}h91b`pnUPY{3oy!kkgSjidf%qNDr%e=6hPTqg* zr?IsQ_$b!#mMJIm717&r-*dMRH3RQo)@pO1v_Y(@jm)$2{>TLAy^q&#?k%0-5 z#`QVF3?zPez46 zdT{KX78MocuV-IbLq)bm=;`TYr!k{O$L#YqDro%nXG5k`=td~3y6vLka@6+1C;oKA z?D^<j*(mm&x=$4utekOtm{jQW(C-&1Z>Z_Z{QZe?TdZ>9h9dA}zZgI3F?{S3xqB@z4kd2i{dCrBnLvi#SV($~3 ztKQ_g)t&Z&AZsR?Uah7*ChdL4*4^Wg{&n;7WnZqQ!{VCvkd_`DH>bB87i^+Kd-vCh zV}^8WqguRK<<7*;w^hoy#F$(oCE8XxjO^u=*eX<%`(*o2Nm<9U<8hl29lsNc*GZCo zJsz8PtTv!S;J%i!=MWR@E%%CU*)uV_{NS+&vJU30PFa#MY}^P>v6c|9p_MXxVNjik z=L!KQHz_fpd9&dub({gGFZ$OMjM(sQ|JlFHfeQoeb^FwJlK*1;xlKMKUYj4Hv$Dlb zh_s#a0z}LBkm^g=?!A3 zI52tNU|TH{^j8l>7V|imWgl0nV#vcIhgGL1^m$laEnP3Az`^U=&W@cAn5dqAf^smQ ziTSmzJA(6=Q06P>ttUE2{TpbK=3p_SeQ?7n9zurRXgdA zZ|G31v-dyvgNenFf**DDBoDBqZTYpDhf|A-Ip?SHFrapK>XBz;f0jyW4@hBy{U|)s zAear-vaP1iyx5pDJFq*8?EBs&dq)BTxJX<7TEfMg548gY1D0ld3?9*5sP7}h%B-a} zbBRv-!({2Z`0(9YZFZ1+Cl)eM=6%G}{ZHtlr?|+9iJaf;&Be>-KPOJoNnEM9J#{3M z3we#^Dqj~q%EH5*hcWnYQVG%b7~`UU(>x8UX&gKaw}^Zw!GeJ#$7+K*17ashWO#&u z8%=8!=6cZJ?=h_1{*VDXQP6=aEeteubUIf0kow+&un!RxG(<1i94p|sGINKETADPJ5JN&HyFLsqoI@66{sOfBnq5c`LZyM{)c9pilL3%GxKgv1lNdgpWF zN!)Ofy>4(MjD_N0X~X<@7AkyEnkpc9Nv_$uf+z-7ZNEoTe8j?NmxSOXSO}IGukIvr zd=)n&kbL2_am~+OQnp#vxjFA51OBGGx>>OdT=%w$iwS37kNWS!@8eD!ZbP6!7P zTNrm926JGQVUiU};o{icEG${_VvD;u3t>5IzbnN1FO+Vj5*a4m zj@O9pV!QAjf%xz3vk|2FW^8!x`-$sZx~#6D@+kCJ%P`cn$K zjt_q+nJK7m(*~?XSPA z7S6-RkKP)(Q6x_~wsvnadC#$<^Fu!o&8O-usct3z`L-7=<-~=NRuyXEBE)QK^Ij_^ zLZI=opRHs*e5x#O2Q=~#S%GkoQko`B3iNpb$sA^W9Z`39(lCx|H&O z5V3CF-vT6qvCK_vVdJb22+bk8h~z*i8Dp9$liBLB^}9`E8L-R6a#=J#t;_LdfnTq+S0x z@h}f!y3*2^7-GQdFS`eb6guZ%HhHe5`kU6D$a8W={fGR|Z+{lgrPhch~cA>3~k{E;5fLOC($m5SNB#{y9RlV|g!eB=+sTlluR59h)Op zTa$iSslQg_$Oj{I*|UmC>0o@G@@VK(uMqjkC&jwDgqVHHOKuKXzm(MNN4(mEIQ-#z zrE`lAK~1_L3%`lb7B@8UbT}B(8^63z_#F(d`C{~qbHmWdY&Gnf6NYqN)sBY2U|20* zR`h?5S2r0S{3L>@LTKqxVpYc@3s>Sg8+w~3an(l8;y%)DqEE%{H_^6o>A`U_&Yq1l zc^NV;T`k5|Z73L$ZrVE5M0uL|`*j^6WE&ety(d2YY~9`VS%kZ+2*%D%5#BgmeyK*D z(^RS_=-uC7RO!-2PE7>EGPT80Ogsef-_*VT>lZLbvVrCfP8OiH&eg>mjJ7iq^tq9Q;Cr#bD$-HEyta1Mq3>ypGeYZP<;p;0| zvhPbU^j6IlyCfS1)u5ll^>f29HO-jwnz++ZV9-oV=5_dTNWDqy^|uG*!tljCVyN|N zFn*65y&?aD^q1r^-jaEJ__T8@u1|zmp`7rScrfsh(dMEXf~g5@hmH`7`6E$@uFSdW%TE--F?22go>ad5^URiDt3;9}E-sbQd-2kb0l_ z+M|=CeRG#h%O9ew>$g?)|L?zMtJRbFLGY1FpGfs3=i{fHw!g^p&HX!(u=#@k?uM~k zmQ*nEKGfN4Cq9Y1Z57cbz);8^>i^AG{*+ll_5q#y@mrq|H@vQ?uORj=xbE>E@rlgt zi8|t%Qh{v-Y47PXm3g0-Ro4FOAQ>;Zz*a1ul#gHfHP%YnO;g(^d`ax05ADw*=4=lA z?ndgJu5aB#BW3IQYiBl+@_9L_`R~bol3nzm>mzYw z6WKRoZ04PbdQJ8{kBX7MTprH6OUOJB%tL10yAv^Ic<`C=u{NouqUf_+Q= zaTRi&2?g_}CdmjO;iI>}SxW#J)qXSaEhN6ZdsY66XCM@REq7D=j|rRR6>i^^X&5Wt zWbryI0NyK}oj<>VimohHf_4=Z*8PsYGxpJ-MlsdD+DH`B>$pW>;?0}bs?J0@9xguW z^peD}akEN0>oUDDWhbvJm*sJC zje9tS0_^+RO!@gngstf5p`;5iJtRrL|E2&1YX=)!WBJH@C=t*`jFz15^_e(#?UWhA z#6_O>;&jgQ5%^U44vRQDK6$*GxK^`K*OZJiD5qc4M0`*kwkP=_A4`hmuWgp#q0O&% zB2|)yyDQwcnMm_+sk@-UT$aQ?MHH8LQ+OCYJSe_biHAK!?KK@Uc__24EnT>fhZ`l= zKYEcorr}!WiM=~Wex!cG=a5nmR>Yb{Y0I+EmgeR_lVZTs@2W!L8U~&umIYir%7DSu zl#^m4PK-B6zTZ&JfW^6fNA|1HiCf$<269hPbZ3$LD{t@n={LfeD1D?b zAN*N7=;1puSI{QNPeU>IoAEy<$lcQK5MEz9t2aG;ZurGx0(1)V{*)roLc@ zowgmx@I$ZUY^jVdWL}(<65?h2@nbwiBctv#UbQ(T!#h@V)f=h<8j&1E4zk*V4m-J>Dg>9>O;_XN zeCz9y?A=1Vd^T?Cu!N7ZtILKoO}Kcg@SpiXQ#Q%Z;=Y$JC;J$4dH8)BI{MEJi`~wn z!&_$Hiv#(N&1*_*+Oip#;rVx|AtMlLm@e*@7X?8le?dh@Ity=S-b(!ZCIH1V)0|ao z{1K#cM<$*8Khcx3^mLZ`L5Vj$?6=$#PEv!mb z@mWbhVmDDxZRB_wo>;8AE`ENNCmefKD}@YC47DdK-xc?S<-Gf@uO}$byltvj8t)G+ zrbg^OMJhRe8||aQ$a-DgNzE!@LMzCkdgKEOQu#l zR8g(dY0!BQp*k_i#L<5_pV^xOvG~St11CHPq7x&gBE%w5`3ud zJ9tl;?oqL|kx6?^= zl#M}@v8TrN-+buZKGgranTJ`$2YtD1e2mBMH*|c)hbX6}ZQ&;Y(#u}?>}nIh`t!r? zmJdQ~EB>DHt6hl8Z$C6xvOnO>k5B7@iHT&cy%V81JwiuRi^Xt`j;!K_9Y);E5ZIoO#ymu2W4j1 z$6)5wYH!C~(FlHZPgf$GizJ`=L!WdxVB|FIZq;NV?1_%cy}c|ne`S3H#Gf_3Mz!=J^`u$?Z$+@{7wLcG4qv^EyBUpAJrikL7pOB;D1 zWZ=lT)l1(I>uJa7>BJQk(9Fqa!bVr)&YMgoa;xG-rEakhtDk;k;57#dFGW(%-*BN} ztKanf8W&2_VwPzHa&ad;+rWJx7u{#2rWp-U(iZR%4;_>x>8uw{wsjc9o7 zJHL*yod>IcPPVJ807XB1HzQL3+i8EDn~el`CbCL3s*3@mUWQk7Fb0o@`+^jv#(;Xw zsr=tnK1w>J9=-I9K~

gPfrdUnY(%=@}40>Ii-J!4eUEs|FVYoEKx?s%s;hP%%o3 z)prdzixIqVZq`j}F;4j}j{jvQhFWI9$_K_`91V0|##$|g!t{NAoQYpA_~}|($Kp;e zH;_hLZX3NcZ&NHb&N$7IaEZfsw|<}N&REErc$;3b7o)iD;6%(u5#AXZZPK?9VoQFb zev-csr7N@8T`@wOPMuPBDO-qfMz7I=%UAzYq@;9(ApoA;ObMPdXLIeY~`i z0&{G4$f$`oIQ{(Q|v_*{pL zdlN|fEY4SM9I?<^%S_Bcif8B63i7*&-*sv0UvfcPcci=W7Z3WjRu{j^#K7fk-QZj4 z7g!zh2odu(Kly>K2s&<-8LfXsxa6nwrsS;{*Yvg|>6OMpcx-)on?Q_0T6eGA zK{3LwsnR#@62nkG?oS_iZrV03e9YV)3zmHO^{eE$c&*(Xw_|-Qit?sVH0L9!kK1Co&K9iCvMeuZ-HpAuIl#$z(F#)bjp0%`z78t93@0#OM9dZ^gum zfkQ3@#Amam-LgpBBh#>*DJ1W86X%@a!wGmXdf=8DEdeLoG#Tw4ad2xIbkY%^wxN3|5hYUi*=ET|JGnYGk`N*`LGSiy0HyzC4 zIh+)t%W7P!BvXWVUBUUn3Nb8a&38IoE{1XSDUHYrA{;YmR+y9|gmsvT)Sq}EyiUuh zZ;2H`>(1)T^Fkpe;raKZVtm&6^9g?@Z!}o;^4|sW$&7ifcyK+ znH>2LqY&Rp?FXwm1Td(*C3rkV zgn}jRSAJ=V@NedR-)2h@{IsWd9d;FgTkZSPB}4>@tJ)=Vw;1ePv0QzD7axu}o$rr( z^YF%D%}SFX9=>~>bM1=c!D5T;!p$NcN|YR0b&`27lTUNCKFz~rd3Qlk5g(Pxf;&|u zd|XWvNG25W@L+@Yiqex@Yp$ulau7eL_~=xf9knVv24^ZC_OIO=gS|gamA_oc z2d&w3(w8}W1an?Jh?V6debz%x?@t~Y4II=%{_v4}Vx`b`x)3|Jm0_8T5Xv8>Yi@}!}NssfD`LK*`^;)OL zhoMRzbd7k35uI~c;z-`Rn*>|cWB91j*09gc;X|7FxVfm7k7}2{x#AKojK+OFuRO`Y z*e?mS;Flb9b7J=9cSpfEICpz_H52D1`}ZlCu@Ms=em&orjpWXdqnd}=aLx?amFmDn zz>eG61p+o!$^}a-w~RpKzVh;Ns|bXrsJyEEFC1gitqpJgZ@fiSH*vSti!)KgSwASV zEZ0TgmFigFE3*i2+R2;kR9`dU%XgUFt<1)U^lJOB%3NHPpQ`hAPBc`mE4_9w<)cG#jc35-7<`}_ zx7(2Yl(=)9a?^DS+IhS%Us!36>?v7hYtExtm4D9N-8B$B^u#B4tN|Sb=-rx z=IeLmxQM*I?Bv$TY+RF;|Ne0n8`h(&CT|lq(&RLT^nBUqO^%(Rdxnkt-{!C0@wh0p zi}Q;#;UM{z$VGcM3vQ#XYHKesF)w2%#N-zP`@d=Gd(RKWxwetv11Ce#^(b$^YCIHj z6Ddij+~}Cgkc&8F?c3Q~05MJ^*!_%rVBPz^?Vf%32Y=AlUJPqd=0359g+ z_lOROV0bQWwvzrq19iUUm%nW^bYuur^Y7B|*x-`t?pPXZUYqY8V1__q|G|Q(9&{|Q zoi?QF&cwxePDj6Lv+ycptL(YT2;^L+-*9w~z~Y#*KBnK8=sxE4>JXQSu%g<%DN0QE z)!!UjTN?rGQ&KJd1#AQu>K-cC$p*{r?9T}8Xmq>_PnVUAhD*Rfa}p``DH}{EUkaAt~|AHC((~ylSSfnv4IKH@8t9lY02}>6B@`Jj|g>7)cRN z@l=}QM)_F9qLn;T5McDfFT+{n|37?F(df@t9*lnOVqdD|!ccB{(Xo0iif2xh+xvox zGw0j90$aJLjL-UMM(XU!gd;QecXIJ(nX~X=7pc#>nF)?PT zC=9i@u_itWE_PPaFD696Q-K}Tk{AVD@0u$0cIIZtbDyCcEXtn+p*!pzGR)d^-O!~Jeg2SQ_v8aGSH|{cDmG; z3GWMkeXI8|VP2l|-`k=nNa@RzCf$g_pxip`Z8xJ(ceW_7!JmnUeQ~cBTQLyum^Z^= zJp;P?xW0uO7U>^`~i13xkQwc-!yA zkz~KUoL@V;F`%ry!&+?(9p$^_cxG$qFw!te_WK$H*N0ck2K$1rszqrywLb`(C7j|z zt?01nxVAlpxLR?-_QOF2CZ91<{7O7MBcU#t^owGePI(faZL8G{b+M zJE9=5ixvNWjWpDZW|DsI-Yd*SL}v|`hS=>4IJxn7G2wof#a%#Gii!%KpchxUtJ|;WQ2d7fg4hSkdTEQVmo- zkWAL6vP1mTlLnJZ+gBE|Y50=W;Px|(hF7;2&zXIL292zYBabU-IN#kmgVsocx3Tf` zy?d$9xh<+;9;8A%Qqs@-j{<6IS&qa!3YIGP&_3XRG;I+;cktT6KW8+X(fpRySX%Hw=tW8rG|KEW41dcUeF zC;38UAfqvd$gsJdu4qNUf4D|BpMiu16z;%zJabX)>EQ?xNP6PV${-5d_^J2JfM% zJ|X?J4WjsF5?>(-xS)8<7g5R;e>V^VSQ%n};>OT0cMkFJfuW)l;=@K+%V+D!^=(T_ z?LI}t54CN(Ka%!sksJRxapv>T=ui^3{C&umA0+QiCFy(0#3WyhYfln=;q>6x1z!sa zN}hYB^{%DhRt5W1b21e-`)p{-iPN67jtnGGaew7h#doF@C>G3{7$6F&g$q84eUbj> zHT^G9XXzHhRb~{NSXLw2O`M^1YUB)=?|926=iLwuN4oqtZ;w$SyTqdMpE(6J9hAhi zz$q0NBK;yt5#-2WyW!`FaEoJTc7YnR%_j|CTj}%ydNqyZl=KQQrMKY z=c#zjbHOe<3Vfftwr|QJ>)@_EqA6M-C{UB-;o08OGZT*=gGdA z)GbZT@P+9@*ZMVQeKF;)#7(DkU&v}4@_Uiyi@ap#O{Lo@kZk_CrI>i4TYX#I1u9&B zULJT&+AWLu)`S1=&#egjMB=~M-c$caR6O~;SdHXaZ9KbsDe;iqq9i{X3hsn1Im9Af zyK^Hi?IIPAF3sDVN7@b#AG`%o{j?&jn8eqGucFoxZIZo}+KIF$nfb4XyG&cFt4W-e z;g=PAh{^_wj%1VTp|4x^>nvIKWA3GStF}_mZ_b^vIhE{N)%Ks`WS<&XQ@{9;=S`>n zo`#Pl1scbue?CC=n>o=lQIJSQu1>v%+29J)P`bNWC8~-H_2WaSD*J+?DqGG$( zn=9JODCiy+Ri)}v5U`cey?zM=7kH6p9ks~)Y^#uqWKa>qaMH@^qG6efSYr4i4Kr&j zS~$jGnC=mp_r^0EqY4wHIixL@;_~J$i5qx%tz`p~3ca1K^ogYuOv!6qpiZ9O^LqF5 zvbIsMw(Z`;Ne}W~xs~rFL!;p1$+dbO9aP+ETCl(AI~6&HYrn7!f)ShYt6Whb2&%k4 z4*MG@$R162Gh1gL9{#c{*?M6wN_9=w@GtH~Z=1YNAu%E{>tci6J~SQ|%^7c{fS%#~ zzO9J@%d!g>H%$-1;44<(9;qNyMX@%z_EDj!b+w2VMBZZ$Y8|WBQSf!;%2Pg)B;I1S zP0sxQ)V~?p6;crhUA^s$L?0To;x!R%MuTUNWwqmBa$Zq3MY}~Zkl~;^6n>J4@Z@SA zKR>JbBVM51{{4MoyV>-UQnSc2PacFt}$p8Ivpp#LK=T(iq^c68tbFt?5m#!czS-oerkhE_N zooHQ2thI5V-t%N&c3$j7pS=vYU|z>6J`-*0N*~EZGhxW+W!_;kQJ66=sbDube<HX--?`X>YIji3X#(A(n&GRgSe?Z(fhkaMhbp33z(LV(ej@1D0FB$mlQsXLfZa+;^J^76!ztFPCJux+2HZ-PI5m>wGz`C*3+TY_MvRV zo~&bIO-`pbsUO#WDZajthThfc+stC=2x!-w6j#lqqSiy|`prBV68=uNap(ke@5yWL3HNF2XvfuGf%%z zNXNpKrV?Fy8k%L!N^V_8gQH}YjjtgMWdofr6ocrfD?O$yBW8eIb}{RA7Fo~AyPht+ zQ8=o0(u_yG8^>Qxjne)^>W@Q=<0nrsq0+G7_Zi~!pP!TeQAxd)=N=&+#K5(undb9} zW`B!RI>ebACVse?}wGpE2cjboNBu{MS$a$sHOi1jzWT#4euy>2iFd1)Cp#*l2 zd=b*Aw9Y^Vgfka1-;w`A{AhaM8B(7(7xw2myotgG*-MWfw?$#AlK+M^;~dQ095UZ; zj03sp8~fHYMf;^&m+1{Z4+x6q$(?Vh* zuki3b5~tvkd_0i2b!Mi1DVcw0?~+*$i7wQ9w~tSj(_i)B@+$HcBSHMEk1s&Z;vRM$49v5 zRyQW8&si%w-q(}*pLHeCPDs8#(g)SO3vY1o@BF5;MYnk9DGJMRKF^2Z*~NheLizY| zvYGkHH3pr@DFJytA_UFccz2Sy2=6mp$%eR^e9F){1p ze2b<|G3IK0d$G7u1cP6XS!ZtwQLyl~s%5bdPPN;ORBj2e`l=H1H}UB3x&?P0i|_~j zFOF7=P^J2(+V+VEg$CAJpZ17xV$DDAt2N|$7kvtMyC=jL_uKj>#BCjoLvOAK;Ps8I zC3{tXJNiLrz7SF-9x`6UTi)+4`w`{NIaqIhDuS1CeXTt)g{7uIC;j%D zN<^E_(=lequ1wQ~K)yu2r~?GF*t@;#aYiLVp% z4}}t!&YlvGM&fu?@)rWhJj35RO~Z+@Hx19n5EsUUIHnMF;(s`GlDOEhG$XlEAq>6T z0#?+C@N-S($Q7dJjgO+ZG9hMdmCibxFF>|ryr8*20EKy@6oX_wu;Ntg+T(movz%04 zev-7`6je++&BxoaQvQqw0^IO9#rgS2fb|~Xk(vzx1lW6DKK@34xsopTbsG2>Sxza* zc*%ps^KYE!_Gp+*Q&Se4eR7i+Q+>dSLEN4)49Xv?|Q}0U2`JA{@#KU3nJm)H0eir3j?+_qbrKr80Zd`B;uj-;np)!80+b#1ESm%*)k_#MamPcddwHo)@mUcaU>` z(vgaz?IiEJU!!+#&~aD1oVu`xjt^<27AggF+)j4a*!hyYXG@=5)SMrQwy~Y3<2JBy zuGD7EJu5bvobDxitYgEleE3)4tVndvn)L8gEdz<)hUO2{FyOZ7X@EP?d+MUQtJEW5 zm%B3g6S>d1WA?*`*Rl~c&+z{0?vCwl&pxJ&FeD;>zZ_fPwK z%SawQyDCkUr{sIRDd~-9b|i9ZsrR30ko#&>zI=31B!-k7wKD9;ewP?u__sU~8&c1H zsq7>5h_r)Z|4#jr9jD_;zo~VTb^TCV zl`}mYyN|0a(pC(I9?O1dO%FN83sY!U5Q2oxf>mwAyp5YpXO@Q`eRH)opQv-Sn73{TI^kXsNA>MzMTw$fpkasFcA#(@yL?cM)-gC`ZQJN=mZs zIZ_`yma&OFOTPE$Iqk>ihk{`iSW~wt44*g8v46fH42RseEN-z3!@i~0chZzYku|c? zahZH5_VVu6mP&@=h4AUY&7&bOvMV|pJ39<2Ca=u(Ov546&A-&JJRCz$mmL2R7Kzyr zs*2LINbIg(XE9}dIO_HNE1l+qLw9ZJ-u<(}5irv2rJ^2=rmG1`c52~ZXXz^J^NvJT zg~|O~uSnD-WXg=ju+jJT-olT>%PN0yD{{a91|Nj)%c|25K8vt+=NhwP9UDnE8wwNSgi0mR` zH)CcP%oxJR+Cuq7wxoqrwjv279$S{O@1jN43fZ$&?|J|Fex7sA^W5hg*PVNn&BkE! zY6MJ$4>m4%hC>^pEyGVJ1Oy#7?y8E1K=R-5GXc^ez(ktcUSgrcrpT)_9i1a{m+GXy^SNgg_KfDV330xL%k(qYuKy1yM+-BZUm`jZMgU(1ty zc<8`&XOo(UEd3MV>bByU>Kjg@OfEBW9_PbV@=r9vOxq5mJ!Z3n;V zh5#?~Yr`5oI^3MIz7@KN_Qn0vW__6o@z6H;a*YbYna6)nH>e=A9P7%oO@*kWw&hDQ zbeI^8(mp6hhyP}#PjkxCp;`E#v^+Bnyn6;}b(|@1e-@OjkmSr0Di@G}dQ+=o7b%eD z<+bk2L<6h#UNf339YjPQW$i-sOy(?|Ld-(IWtk<2<1mW1!d~LGsGt?B5@?EiKizF^ zjT9Q5yY&C@Y3?LDf8;Tz4-)yvJdfs_RFp?)ckLaNro*uP5!-*L{$$C|t~M4Ls1EK` zsb!-<--Cf+p#Tb$UC+`B2&F)ZRae-T7^LS%pIbL65Pm%3rF;ej%u_g~T5>7CG}j#{ zdyEET$I*c$4H_h^WDoO9QvlC)#nP;t1eBvpECF9hQ1RG6P_hya^-`pPei9Cr;)9=l ztHVKWem;p$g8&w8^q37h0$^{OZRzIdZddWEk z<6CV(a`teax8Z2Cnmz1mu30SBw}*=%y6an3_ApVM#aD#42luBRo*WZ&g`A4{eSSj( z@QChatD3*ERpOY)PJZ4Nbq*Cp4)9AM(`vAa^@4lqOY-F(|)4yyfpjtj`H^A4OW-r^W8S^((; zQ5vDC`nZVt25U1g@i4xsHXxfLbk0HrU3cD=;A!iktMtRjkQ@7*n_ zZZU^8rJU-6t>)l5teni1Adabhq>C@SE{=({3~Cg6Zw`Ix`_{ve!iwHp1XOQ+%H_^G zByQi;nPGw}DEh!`o2Ua6TnZd7>NSUw9L4Hrb8*ai;?ogsZE*~{mS1zfj5sD_+fP&O zkT{0TwysX)C#sj~5b*AoIeh(E^ue&C%Sqh<28=B?o-i8v-xA68Ppc1?~bhD!N;b3TIMevemt#ttn>^A#%hH>zf|KO`Xs&};R6l`Tn9gJ^y46_ zWaD?%M;utTYL&K#57l>=GzB||OpUa# zmbU}#GG$|@5ge4ZpIkJGpn2RtV@iB8Qp__j;(5zj#a1X?jV-x0`QU^*pS zf%At%Gs?$0RKiEx6(!fYz~8AJ!OX!a)kfHQKlZ2M(r_=j7j`x(;JP{^&Ys zqTLquojCY7nql-+fB-*|a2Zk}1Sl~QGb4qN;X5T%&>@lxa-HN0{ptibdUaKMOxy)r zr?=0{N7+Gc$-6DyGE+EXs<_zDU<%33x>b(m)LYfgFt2ajKns@;S8b9xt!v1>~t*o)2Egon}f8Xvlo} z&b`->V+o?`1;_x=G8tWY)NksvyrX3>NSZG=iCUq)#+WSq^#!>C(DJX@S?z@sy*EoRtIGLvWVtWZb zW1=Kk|h?Ca0-V&OV?e96WP}#|yrOq>bGBe0#d)ma-6&u=(#>)Yd~V!DBWY1ePFkp{-rsjfSBM|67m90?Dh_{zMPT#O?Jis zYzmpr^a^{yI-B`*L^w6R4A_$)$v*i z1g$@xhK5CbL2pl6_t`Bn&}$0s759?iXd(ZQ?^7}?4aqgF(aCUU*Y>?uS|Aj9+3z_X zO9O{g{fynIbnt(3GCr>(6#V`~vK!Zg!rM{WDF+Wal)PcnpH-p(|J~gC%F;AQ>%(_! z3esSnSXn=*Nr!=Moc;l2I+W)ZC8*Ftp`^ao1rrboc2UNqdMV-HU6=meurdO?eKtRc zBTpM1$vb*G92WXZ9^Up11#OG23(?|qs2}lqq98#Bvq$?eWJx;YZOYT$qB>cIvJFpY zp+G+oEnsv%90)tS6wW;ghllrfhLU4KVYKP(m7OQ)a8Ys#?hDYMWAXXjd=VOS6;&$Q ziPNBbm``X_f(G@g-3bO*I(Qp~Jx)bt-t)8AnGp)nhWo-AP@Gbsen?h|274#h+Le(5 zcz26q$lQjoOctcwM}Bt|v~J(P`BY64v|jkhi}sXIh|iAhSxyQC#m$ zrMylAa5E8fQ#GRC^JjtR7NsbNk8plhvL^z{igtI!vqV5i)+9-5APfkl0& zZfX1qj5N4NmA{XJbnEVGe;VUp&Fv{i$BS5K@^n(URuT&aYSVY5kams<<=R|z%njzOzTZ7$l!+cf1qepmS{dZp3tZEIcMDNibRJ>SEe@E-jR8~(KahQ3GtT>plT zx`;0Niqo5KU?L|}YO9=y%&4ldn$ zMYkr2U~xfBReJ{slK#ng8j~o%c|w8oEr9bv6|KNLV*PNHrpf3NMAEKo6$%L6ukMv{Qq&@{UpK9D6cE1u(&hW z9qtCt99{`@2Z5{ECKf*K@UKiaW{aH!F@H|FxSgeda!~67rs@D_(+Zd^%nJbSJ-cpi zxBEeT{SW^5yMCa2{DII#f*;(vs`}Pj(+^J5v7be_{6OA6KmM0g0JxM~_jUIRf@zCZ zy@cDrP*b?|XD8A{{a*ThBuDLb_X;rxaCt7YC*&Y_WN#EdBpLt|kQ|AY4S?hE`yTFB z3jiG%nJW>P0N^9Vmp#V@K=<;$s$|h3dz}Fh4NKvO~nxv&dB-A&DA$(JaXlB$~)vlk@10Lv`@W9nWWtwez3qiu_%UoDE+wM1hUbM zYV#MZD=QY|+=J>q)DaACKy^OkZW9KPKTe*0X@tgWIIN!vpzGfnVt;!MNtCw_^h13q z{JGwiisFLUMN%>Hp1m%-LF)tKTRobPV?!n(VQ8N}_wDHUjNKMu(~-ybka{am0#(tu{Jl4SSPv;FGe|K(YA}Y{H_?3Cg^$AA-hMzH zQkRrPw$$WAo(c-^fZt%mU2y_W`)Im@@Nm zCs6+{HzZ!e2{Z#!&u3^mq3>_ss#AK%*`7t(mK!)2urjOvb%W|Yo&BlI?$DU z-g1JBMw<4y+fGp5|8Gj-lNI=572F&OpNenDvH36h`G!HxzJ)SEBtkKN-BAr5bnBaknRw!2huG^lz? zH_%5WB{Y{dqw((7b1q-e`c6v`{$`X9*MIlCXd%H}+RFH&HWGTiAO4!%O#(H|+?zFn zB+$Ec?&TK&e~4|p{8L=iA8yc{vU?;^Ukz_rZ)}plq>-BB@(d4pVu8AfyK!)WJ$hD) z2M2kRL8-LcA!HQQZ^y$e(HNX zgeNH)l!=o;!f!82J2KG}L>JJw=$)e#HYadE$F>mNV{AeEY+{^JoGm=0MRt&{+5(g2 zt|s1iTOin!GH&VPpd;f@N2ehUST=e^zW3w7o^7zYVi*r40UM6q7jd8+Y!TJn3CGR>shWXY_m6Lj-q{acpOgfGC^MKFJ$^>1AkfV8WNqH!6o$3&J)UbV0}Bg zT+50FzneCf3^Yl=v2C=cB!B{~Ex~ULc9XzJ`$UZDV{f?RDyzDk=?$b2&N=DZ-jIEo zW4rl=Hv~l8AqQUdhW6)*yABPb=VPHzoSOm#F7vTxam!I4d`;p8>l78}`l%)_C#j%j zZ6G@=O##ZT92LoKB0N517omt8|4n{=8u|UG`)>zi!>#1YqB0cV-l-LuiDDlkvs2S3 zmilG+R$86{joeQh{eMtFyQz`>Y>^6|JXCaUI#9r*Mlf0aC<$(!ciQo9Hy-NQ&s8YO zI-~vh3t!1_2D^W?PcpZi;l5oNU+g(_KhaaCRaf!Are=_+%|U>uKWSfSd;}0Zzb2@bZ64K+Kc9Mud-U< z(E9C-weW0Ik7-9I{@*b>NRh=^N*}RWV+~E&2qH|MKlvy~!gZ4e{v-R4O3?~_mN(O8M7!(lL&lELA+@T8TZKO|Z-4IPN20k4YC!1`qx{BSFJ z=XlH?{`kDSiDe^0d&H}pt`~R^2>uxs8gHkTjo}NV_JRh#Vm8gb;E^RN>{!DFPVo#9N zbJzi2AAOrM<5Yl3=Lx2BS{h(;n(&=`?G#Kfu}Nlo83M7dw<_0jZ>2 zf##>3Ai^V1{y!^QP!>PaAUH39naUL3o8fGUxs;vqv^dfg(;RkV;qnPj%-*%(Cc9P- zOj3iCrv7aY4AYgfYBwT0Fp_Ihj`PAeOi6nMkK2+lhCt=K_1EPXMtS(yp$v~>7<(!BoIUI%@S0|~HWr|7Y{G@tm$P7b_ z{}-yNtcAID@Qr3FlL%Nv%0+#9Wd%hY*IhdWtbpEQyIpVhDOXw?E0A z!91xfEnq1!#I$@$U6u%z#W2m@pZ{~h6g*`wIDIm;1)h!k@Eijh=#!}|CyHH!D(C8) zS6xJKw9`0!f7uUo_U_mY4I@H&%Rz(41Ku#d9QQYy(;Mg?Hf=L<9HGDsBacOCi318 zx^Mo~jSWZ0(iL-Hx3dD#-FliBk`>IZ5A2Z$v4X^c;Ff(6R!~r}!$=h41YOJ`%`wQ@ z0Y=z_qc@ZqPe-?)IODETr4ur%LMZ2#t`n3>W;E)BTfq~a>n!4ztYA&fzh;M&!F8H;H=^oRM2CKi*%ne=15 zLmBh;7JHneqcY}y00030{|wi8JXGHs2k=t9q=lp(p{S6^QkIaqitI!TvX2@2GBcK0 ztdl(yNehWAQQ9PxBp*wZXirf{QK7V33iZ2xy*E_?WHqj9!C9M z8gYm7^t3*WM%>fb6IDr}5ata9Qf)^mMBQJ#S0CjpiN>ktS~r!p5GFBG!jpLx_}J}S zD?+E>xi#^h z+JRSUn{JZuw%r_uPhcH?ABk8rf4w2Bja{Cm= z9OC(xj1>Q)U|&?swXdQSB=m>WYRORG+Ph}H@_lm%ef)f}k)=&24^@g>xNSwWCfeCu zs3pf+x<#tD+KP~Ve(-$7WhsF# z9x^W7_3fYG7HxtEQX4eBXhk%O+3QVRup-JVxvDow?`xe;Izf73)s(-BrZ(aKd4f9d z&m0@aCy#lM%3U{St|9yLHJIx*oi)d<5-$tsUD`xQo}x#rt2Pl{=($9?-->YI1qv=* zVNE!u)a+kVqeEDyU*KuM4BwrswdPSAVf-+La1e5Y=U;lDR+2mJk2-o(4f#P<_F#$a zW_SE$7tCFhbBEnvuAi)n1H_uw{;PL%K&)=m*J=j`eA$qD@G$9!&=$eB;_kS9#;?0_hvGNUKD@ zB-Tr~G~AoH2>wKbbs{2)FrrBqCa9M|Q-^usf52(z}hRi^5I`1ikl zmpylb^r+!$?|L_k4OAM3XZRsZi0UcR8-zowit;1M4191`D2$S4z%9D$lTT9+l#C)X znBIQq6_u`jjR+z^}}Rv}CAgGs`HjNcA^SUGGXuXZ^I#v1Zc z9*Y>D?ECTWRbK?8sOHyZ`y+7v07BzdGH~RsSc1^=AS}JFn%P_7hk5x#wZE@B_+Do_ z57QiRXWf@%7b^-1G=(a^?Q=qE)>ND025-2Eu8JLg;SJTuf$V&zAQz&xlCO(EDFcv=QN#>Ge7K zA(_8O9U;LxiNSoOw56rfJCbgv_sm;NfYSAnrJLdc(}Jfe!qTBVqXD0n0#evN_dhqq0t$AcixoAOdW6oj*@O1*Y&3&I3_MPtveK-3+I z|Gn*hVMw3fZQAiU6u}2XbnrfrMOA@Q44i0wHn`7$iQ^Yaw)%*LlK;o;D$D!c7`XlPXMU_J48H7ea&~sW zDit$}p979i=sRR?Ve16ntj>WQmClfj*en$A(i<6>qu$4uR5X-SERdh0VoB9kk6)_p z(Cj|Y9Cc9vMoq=Jm%4O`!Pk?OBa55~QC`~kua8c|9$U>d68%m@&o!C z96hrMGrQfzw=|lgyd%?A>5~VRR$P1;-(U`TnSn}$!<%q+&bROGA9A125kHeDr9(W3 z+h6TJ=|p^{Mo2YZ)*%EUug}lu-w1A}*+14cWze~J5nj5q%Ah8td}Gn1EDxFP&-PVrOgUAU%B)$beGhxMDHQbf945Gmo;@=eSe zPD_4!(qn1Jz5T@Hgk{R)LhLwA(2V+b}T#f|R!5QeDXaHE@op$Pg>zwFlP zU|h+W+A}-N#M0ovpkNs$RPQbrQ%qvv1H0~`_mT)an0N7~@h}@Qn=ZP?s4k)Q3o!H zEBEw&a^j+)ul$gzHy1mu-n#asAR7K!mXy*XTxi^!3^yrYqfcRl{n4awgo}qWC5o7c zPrF|*&JKnAdG@%KU>Fpp^tu`|!XUX?mMgK4fqSAoW?P0>2x;F_(IFm=kU_FI?WO3b z{F0l)j|)JPY#HTgN&w=*Bq&y!>6jJJEI4q*3+BwHjd!E1k#1e5;uT|!Vb1;LO474N zW~;lnq&?^Ebya!ceC)=C4@z`2mFu$$!vfIDOi_KgHvrBh)@sAgXb`8x`f60t@H@n8 zPjMs-$NnCst|Mr;q}a2!P=p574y(}&9e-@MirHBP25xB6XG+T%_`AT6xp;zwV_#35 z6qbnu)APM{!xt9pP7E6irZ6xWyf)f|G_PyjiQeaasQb6jvL%^;Z(YB65u^t4%1s}W z7|2`iq}f_5Vv+{egwhTXn8O)#hdf|WOM;}(UBm+^fueA55@y7VfA^oUjYq7i{e zwD2Xz7nAL_tN*dz*2_Xs$Z3UyS1c$FT|4`-kA=hkMJ_EGWFh%x`0Ybtk@z{}ujwxp ziSG9;X^+-LBD40?$u^BhDE}G@3Y7>)>z0e=Z+ zjA$rfW?w&Y)gPJlF&pTe{#dvn?ZjG3CIaf`3AZ~l@u4GN{#t(~j;_pJdV>hSMWbf! z6CpYZuAVQuaoh_E?kWlAs;rT<%Iez6No&-(P+a3S*g#$Q>UO6k-gxa^xtmYEfAfSx z0u{sP`0A^rW7rXZVt$rx1cMHZAD!Le65epHYYw)c+kh#nBlGyqRtUcjP?9^f73H;8 zruHwlLFqS5t{c3drXqXt-$FWsYCJB6iv{3s^Cu$%H75EjI?gJ;A?Mw*qhaT1KX7K$ zJ#+s0;=D^N&Bf9ebG$7EH&e(wPA)wBLZCFGLihN@fYLj9Wl94JZ{&$NIR z-y;LHKPt=Fe?UKFYqkJj`1BeDNq|C;%&k?<&V{k`aNB%Zu!eW`gm61u;_ zJwM-OL%jC;?=u5jXzDbK-+sl#rc1BxI4H#-a%%3)OT{>(_PDz|B~?G!o_nZ=i*=I| zt4c`=dXr6wD{Po5J&_zG{ZRSntJ+mI*6FV~_`8pb+?K#Ok3lXn=!XtI-Vz7B!INDd zKXcLezxc(w9bv;sAA|bm{eQPP73Fi>4!N<8w+R9U3lYJ(^|Q0SP|`OC!T$17Jodm0Mo^8yEYr$a%Ms1Ckq4n)$a zlyIxwKsYd@tcpehQ7pokQ6#^Ir&cU6V%ddZYR9J1M-E|FnVCQ0O$kH7fJoGre}PzC zLtp=A4;AN>)V_(?QL(Xki@6f%>}oz4L;wb@Qq1dq^GfUL1083WI@_FfW$#=59;`4`mt;u*U?0&rK{2+96H3l$AkEGncZEsJ-+QUYbJ!C&amcO4q zv!!DGm2B6$fT#=d4yA`3}yGpG0N(sf-HtSN_026+#HxK$hW5T6u^2C0*D5ytybjs}J;JcXc zTfGn-MlaB|?j&7!^G#Nb2?u@+SKU-rMfc3l-- z`@fJ-hzB-3;O`GbgC18+{WlYK^T%86E@5H%!WlHhL?L?Dl4tqlQJA%!;$&p7V1MkH z_~a~E&v^IqC1-t5p49qxtlbk{0s?eZ6>r?jn;@jdydnFds6Qgk6#-MT>Jc?=_?gBT zRKHHvgSu}8PqY1@8#jKF=SM@sRV_VMxF?#pC2_6iHe)1EXqf$OGwOymoS9v-nRqU9 zaMXo#)_qu`{?%sO`|!4by~`5b=%Z!OJTWS9@tvVJja(OBiWbE9<5}$Fde&1Pyl7mj znyT-PWlseU+zWSu`81z-<&-M~9xq=}Z$L$kN69jw^}Z-xb3Qb&hK{t_ueZKThM;Bk z&x$>fOkD4k6-#G^W11$R@^p7Nn(FohguZ8>uJwhXP#y!vc-J)66AU!Cg@(EhhoM5r zX=i6r7~UX_`_g~~y-o8D2YW{0T#g!TnI{Kfc^jvX`0-yV_MsK(njyEn+#KP|qA+q_lwYZr!@|LqcTv^lEciM2zHJsE_n~ugdx%aJHng{`@(Li&3y!JQ z()z&|Qh4{2dD#d1^6Ue)cKe_^SFkVWj}O9k?)%p)M}w`CLLPlG7~K*+!`*8_pm<}< zX1PTOIQ+H8{aa~xXQ=-qcAXdGv)A28sCI&P`a28hRvnD|Xew0m(Zz|9kTn5Mb+L<1 zzdgId8UAm0Tc-uQq4Yi{QB1@e8rwgLi3HOjUEyd_E9nh+>3ijk+w{QoIzH{Bp-9;E zGzb?>C=gANbhnac3WQN;bc0`u0x@X&q)D@0f$)~FxqhdFY%jDZ>r;_4kkyiCT#}aYAOy;Y&H$-`L#lsxs0=ZeIe(_{5vw zYyK5_*e&Ez3>qgzq8BRKuRyshy5 zoS-Oeql;t77yVZBI^ki-mU((UUO4bYC4B2N4QHayKFAoO!Fuuc$p49X;fH|!^>#Za zRNP%cdu8K<$A@1~5=kr4M?YO6RgMe%ypOEYXBP+yOp17+U@7t6UUHsq-y|Fq!E3CImSh_SSdl1z5Y+PUGOA2w~w`DHPMI*u|fU?n*su`NK~`Szy8Q@B91*WJK%KBg;3dhJGpS_UP4}dz=nHf z9l=doc3Cc03k%aj&9C>F<8P8cdzz#fChG=2hWoptKJ%4EmWL0N)Pk>fw7DT*MyH-> zYl8IiwAma96LbajQRcljMu44bwo#oi?pyAgRoUi-lP`*W>OWKA6S7x2=M5DipM03T zs(uht*LrbewI67L{>y(Z^F!js6M1jWP{EG3wmNr=ioIgr=StJ4prk+H*7K-nb&~CI zyXT9OQoZ!JCSS~ip0Fql3B#zjW=sV#qp8R%nYd9?OoiZ7u)WMM72}#kb{i=^$h19O^maZCmtRG%e{3Is+1soQ zmB#~7AJ~^^6XAo}z&kTm2dzK!%aa16a3`bJHa7=#Gzx4#4NS4^mUL$50_ zQqCD)Y)U1zTnau`@YI`_Gm>-{iS;JJZR8&Q?~F5H(C}PP+tHbbe37DcOu?C`?hx-T zeD6g#*%`hy?hGI#_nNDoydOZ!eK;H6ZxBjIK0M^#MaCjZn=YJu5J2dCuOATq=|y;c zu)k%z&6)Tt6G+{sVM9y{2JaTTZbSTXWDsqFF2w5TnX#NQZ{oEjFE?h$n~47>u0Eha zB}6XX(mbl?O3c1~33m|gESkvZy%^gT8XpI-Vxzx88WN+=cCGbyy1#ja>6)w%IXz!jAI zq_)J_ePq26pm@if3h_tr=et~~_`1N_@WkXtt-nLB_+nks;_9_FR4Cgion2uu)T2 z7Y02EhwysY)tquBm}xn_r$~dGa-ZKPO*PqfVBQ%f(uYOdT*&@x@-zEBs&Ei=@m^$~ zDhL0XrmtRc;lYSqcB)a6gIP+I%HPXm-4$~Flp;BOUUFZY zl|u37Z6r@`V<@&H+<*GLg^9`)9~IQUg(KkZjW63srKi*b^;^l`_w3y6X%(_vb5%wL z>9^ySR0A?^iNAwH3E7Wa{`(RUavsEAteoVIhGX+REg9Yp4(8I@FD&22fkDa@bFDYw z_#;VgswL+~+P!hY_$(9cMYkGwB}~XVq)qQ^C(mnbTIahO!qL+lbncG`2Le^EO)hNW zf#)rJd*z-ObS!!G?8F)#+;Y7}l)tjELHodsji1?=5?9OLKE_7bxnbE=qiobZx^I{` z!iJA+U98Ot9=2S(`=n@l49eH6*>a9Fw0UNk$-4D; zA=kWhc?3>>*mNH7@V1+~8uIcJ83L8wh=fVZ6 zxH!y9*446oSZ{ESO<6CT4l|FLe069Gut^>H2-1KTWt=mS8KAJ zG{|)jr08;vT&DuLH=n7I>%EDvh#Mj2?N@^N;?gp*o)lPE$?r^ne5&%JxZix7OwT=U zO2+QiB8R_}#zDAUKvmCJu>dB+IdDoDb1s9&2AOPl8vJyn^c}ADc>OF^y*vU|o2;D6%pEZMm;Y zW8&kmV!-#dHtBdJhp~=S;cOozrXm5=%(VDaQsYhG5^^8;sF4X@`eA7j=u~GNt7S>} z8uIxre}s?ZG{d$)UL0InC3(5YZpKAaRPoeJvKGI5{Ja5QLCQ;Jme@{kr*`R zV9nsJ_-jg0*!X<&fQJhQg8P%A>dCq}VDGt4+r2obfRxC~3?34ni%$p+#KGxg?z_}X z9wt_8tTCi=5UjJq+KhC=V8Ti*-6(ud)oi|~69v7hL_?mVf^YjV0h@kj5PMdK}J=?JyoB_c4UvmftQO)-O0=eOr}>tIg%@9b!DV z5Spi@ca!tT!1~iR3D|v^zCrIiACG=k$&9xq;$OME(zW|Zxb$uH(#(sAkVtejJr~D^ zr`1i#dy#ys`}smWHJA^x1?3~IR6e|9v}y8AeDqLMDo2@#D0C3wY~?0_5t?zQiJuJp z`9&a&o(=eKHDVO z=1n@*N}a!)Y?rb&I;W0w{6*v**N9}?-~Gg?upkwW9v@2kTbv4g_gJThq+~eR%X#PX zk}xr&KCqIJh_A16`zCGqu$jDbW03$ zfoC@ zY-vA3>&Qw%{(I?O$%0XS)1G+%SGg~ic2GLT)1EQnEmQWERy?f-5;EZhofn$+~&XWm>2h}KRAz% zRV{1FEc;>+Hvho4!7MH)Rk|O)(%IPEY)9z$vB5Py6;n()UG8_ihIEh5k;}J9k?``9 z&|xly?%5XD55=Njw`felyI3qZti9dpZ7dGCigO3w#A0(^>F(A{F4SA~5t2cUN2-qE zbbt%}(xA@5bS_NdrsB*=H9|)VKD>&B{G+R3CJPd<@Lg(4!cji-wLMopAY<+LH_i+D zV=+lzpj>*83ud8(aAp7-uZuT7%4M+8-S%2#IhT!m*NM{~_OqcObGEGX1{cdN%lzt) zjDxD;)&gcX7a?@xy6=r_T%nXUygnZZ^{l<&2KORCI~Opmf0&8?0{{U3{}k4DJeA)c z0C0OIBb6wltduBaMaSw!*0o(D7nfXH*WTN85eY>|R$7#Vh>s{MAu1}HMB-~?MC14T z{(8SY=X}oRInVQ)=Q(F}%#Yuw&KK}EhWAWP`9joxM&|LJ0q}*|H78XX033bXtb82nAaKb-hJG+1D&CrRnW7d%Ng>R{tei2kf7)dPZVk0 z6Q(Dgo@U+e1r;s_30;09khA7Be;j57f2}rwooWR^^ScB-rdmONxtQ$ft5&dOX33I> zNjG(%-dLIl8pkJix06U9vvF6ISKA8?%iit$hsCrCf5#du&;NYd4?WDsra$iHrCC9s zNC$d|)w`0{SotW$3aSoFnt4eQq2bJM?`Q%E=Dzwgf5XfVKcUB==>;XC&}CgX=xvPXu#mPUf41XCd1C-@6M70!Z|N z+56UA{Af90=uE2^5Asck^gZ9qfgT&O{JCJlidKJaw+pLlfSapn=VT_qo&^1RA9{*J9iUK8uz9z)1r(LeRpgV+;rl6rrY18p zFpBTEKe}cED+BHF4=y;uJ0Xb=)q!M);GTHqvgrn?#s_+IzIuYqY!q{Kw?Bxh`Pvp5 z`NEv6fz@YrPhgmOdnxCO2TXrGH0Aot1IE2(zCFqI05To*xoo%xeAbq`70~7b!-P+D zQwshNFWEN2XBP;6@4Gc?*aiZvOQ$R?As84~+Zr{o*!<+YmA||{sLn=>7F7Gdh+T!& zWUUXZw+_GKB6)yZR3F_ZZx1*X@o`aQ7^_>$qVjps2W$tNE!{8q!;@DRX5 zmhZ+qPX8iddM^Qj%k=E?z7yfRG;>%<85tNP-bV*umWQj(@5~dS^XNLA(jEe=qQ8Fk zjPPJ5bWpMTA|5`s=FU#B5`clI(sY24016Hh#ctz72zrwBq$ZaPG7V>o1=qbm^^e4q zJZ5)&Z^IrXSpL*Up3W6C}PTs?70&1{JX zu5CE8`zu5k{q#EcdleZ9<9eLOHi;l-`JHd*3;|p>=JdB!2;db*)q5X`htV#MqjuqV zP<@e@&l!OShk~1{=9ta1|JC^*0_f8llsf+-f}`N9M6j!vrR_7AiEATI=CFE-eTjn&=LisZsdME6rdFipn|;`L%VCEg)IbJ0uOO{7ERJhR z30=`7fZ{hjX^wb2s57x=pQqu0DEKvkM}Zr){Au}>JZ;9% zNBAt3jG!H3bhEmZT2rltT>0t->lckt-s?f~%Qr;CB2xT-QPBlu9a-o5aK;5yh(3^P z!X!FweOc`$qG+zs6EJIx_=$79vzW(+$5*Pq8KbaP+(0TezW)2G1KK@Av}Jfe%;GH( zwWdkUck~ib1Z|=?v7d;jHAHS8neXAmqm(l*vW9oz z(VcSqW4&P_`V!zF^8(ZIsiMdlW;Ru(B9a@A=#^hRFvWB#toSX%rjF!WJNk8s1R#<( zP)c-M4K2;v57rDBBO4`!qdE_WsP>R>yU-K~RsMNOOGqUlZwd>Qje~@e`;zWIHFQS0 z`T7AxdQM23w0OLIg^0d49ePHMxrDll4*T(j+92np^5$)AH{`E&56Lx53`))U zBlPIh#rK00B>3~6ZOqgaB$}-EkyYpll8gD5BpT(1UQDWra+P|aWrAUB9j6zfmG8>7F<;n)zTsr5aOd*6%mo~881!%~>k#$ee4EP((FLex=fc1~Gogn~W zK%T!YN01JdmQPkE!|UfvpO3b=f$pfX0`0FeDDm@^M`m4uhnwop$?TWlrp5K)q%3<- zq{QZz?O=6Rn1bm)Cn*0X=8~oC z3`;ESnn{b7fhB6@4a)R|tev?1<==e4eJ)++u^R*#9BD+8Zw23C1we-tu3?%DHxLUOkwczpHIfVTEM@emb&p1dw(+2TH9nzFv3w#%^ zbIyNFfOw^#n&Dq~*cWV7r?!QMG~6?$lN)#t=hC1RuHhj{(zZ&tkpKl1;?pU`E+EW~ z^paQ4Z!`kq|C5uDgmNwK(FY~OuHwE0k zdir0SW-uY;Us|kg2A$fu@dd(ah)vg1;YkqozkGW?ycK7RyoL0FwvQMizpJ;;=WrOK zoSm(i<#i*ZCC8QP@2!d$Yw8zq;y6g!j=Sr;Xa?fEdo0IWRFM3iebWj~MyNQ&Yfr{c zDG9R#rykK?|V{jaKM$DsKpT0|`Bl!u|dEoP^4GyqF_p$jDM*M&rRTGSa&^ zS+mtdLL@6jPnK>gq$RH!ytZVBwqAWdrjn_Qy6-1TtMA}o`L>pS4(7QDc9Y&!L$r~^ zZ@1WMh1B+4x7T=y%}Y*uV1F|S#e5p9kbLZ1`7k!VK-J~DJ2pRyy2d^G zu={6o)JFcFtWYR(g;%De5z6083G_5HLcx#p)wfbrP>r;zIda5-9l11}c~u45ANqVI zs*O;y+f$NzlMyob^7na_sx=C?^GdZ=w??}ORXYU(8maiZv2{R=OMB^z;@hrH*>Jj{^35L{ zVeY=jAhj@@+1VFex_diUhvO`}C#JNTlPLM)z5OtW zMdICNE~DQn{`o>bFC&|qM2h5YH5!4v}p&&dSbXn3;MCkBfzC%dO>O2eaot9Nq zzg0n!i7n+b9}ZOvvYEcd;gDy*l^#`R9C8{r?bdy)0!&G!+r559pt@PV9n5GA4AMEF zpE<2T=cvg>!ZZn-_;*;OUR#6B-Y@<5y(TcDaq;R8hjU1zP+a2qNdpv~Ex5U?ZH~@+ zr28GX?TBnoC%b>MAfmsA*iJev_otcovN5RwNMMY%adO>=z%(2Qez{0 z4w(~~9X<{cQFEs*VKkSFYP5cx&}H;SS#4Wa&(eFN(}gN+qL^a}9)B8B$w;ng(v=rG z-}sUjOI2vr$lCc_SO3CUY+1t0s9-o8?{0I}0X_hxl;VB4L4GEH6shSwL;pD?QcUN54+M(-5(b9juOD!KsW zfvp^EYql`Z@l8pp(GkprUj@N67x;PAb#7SD57bkZL|GSnf%|Umy6uGd!F%=Fl|xqp zz+>9vu|il7P>6D3PjNwDK6@d*f7Kr*!zX5yKKR3wy$8S7OMg%T^W4~H{*X*3+T~H@ z4|7q*mqdpHp}1VM{P9pA)Lv3Oz{?Np3x6lb7owDhbr<4&;hQ+^`QvL?JnW=>x#x>A0$z zauA?z#pDY*s!TSY*_6CBXH(jhLi2?@{*3wHpU4hVdvLsXd74VK#*}S+#0r~vX z0Geg2b;K-f%0?Zuy&fNQ$iWb6s z^_aqbA$eVxKkf~S-Nf?WP4l*o8t)5?^KrX6QuV#YD`+m|jXIro5^N?`_O_w%ziUSpH$j zSDt>D)rSV8{$X{l&5WJZCP#xCPUfy$VmL%a-QImiDHtB)c`ci(1cThKHX_&AVBj{V zEM8X&h9gc4j05VyAisU{<(qTCa8(0a#+O6kPOe6^bO!c3)LVqhFdak&S1ie)FmH75 zva)6{sB&`=jWJt0PQa5T3NTcyw>M(;?ISx_V(s|4oH8vezkVd7@2FcSTs_HVcqa#sDaYYd32S2xTG$3W#=TmV~d zG{iX`EWhj@4PgYWQEBB^IQB^HO6_bcnD~@H@{Ks4!yQi^Cni9i;fnh)$wXk|-q;b{ zNdz&I{1=7&iNJfYiuYG(0yGua`u@vGfDnp!yhmCB(0Qmmn5QK`xSLY$P0XXoxu*&- z*;aqV9J!SUlMI9Ayg-H7&)4kd`l)c^$jJ=cHWkF0xLh+NlEBG||0y>m0nS!@4z(SP zgDe5j$tLSqn6K9S#WWNR8=1y8?R>FytP&ObZ6gM5{;dt4C&fbajJQ527Ku${IP{R^qA%U56ry`bb zR}3^Vod^~?7z@%Kx#OnNaqzB9bI##V9NZDS|K<6vI9MBug-_f~1i^5#MBJ%FsQdMlcBv@=ioTpF_&`X69I-#c-RxAb zZ(SN0siwjK`G{hDax(b7H#v0sTnfmG;s44@q=B=vUG*e=8rux3x6d~E3| z@T=m4aF{{U(?)b3QemIo_nM5(6c|c(^znE>1LtU+)>y3WLiN5enU^%+oU;V`S2Xw= zwml@>NrSUxRjrSDXz<54ChXaG3M9ilCbzXzD7ksJ$Z0VJ!tQjp*}kEIe%0>kgjY$B z{$2Rh{WnQacZgWH)tU&`zqgd{8%lyt>&}@zUy{IBsr~fhMJoK&ehq!gRA?9QGRfmk zfvO_D5}S1@2z1nS@_$MM@;E5uW4hKKlUi$thnfbl-Yv{yUVrp|V#X#ZTr9+7FS3sI z98QFNQsKhJKe2U~T5VmvI|ckZ+K+7QN&)V&v$C=OQ6aT{>Z8C!5|~Nxg;ineUu7cu zf-~mo>R7)rX86zZth>gOAdbo1^cFThgN*cR1(;%AuGf5I$KFG{n%)Q|+rP8Sl~}u; zUPqcRmajig6&J@We)~D|DCWs4J~GEJp)8k85c6B_=R4k5{ts20#>fvU?C+{N&BvAk zsVwvxMJy?B+3$3C)*ROFD#=EfrNZyk@5U-KRLDx* zQdBT$!&?#zlYqyn;G}nE66~jm)J}ILKvGFaSkuWw0Fu1OwFilyAtPvNt&{`}AMbwL z9!!E-{BM~G?4jtBpPW$)>-;z87t&JEAPlno9K?-y z*q>s0Fl8bZMEkbWGWI4w_6O26pQ8zIzW>PcJd;F7ZxhR}a!&+CreCA2*go+{s=3SD zJq|>eQ-p5$#=_z)a}jk)4D|f`0rW2-VJ7yF*@2-*knK*>t;~;s)1Mbj4wl7$_tfMY zO^Ah4BKk5X+halERa?1dLkzZ#eLo~BMu7o+H!G7!1YBrxw-RLw0}0pa9!8-sh=-Y< zzpb!+qa$$R-VNiBhq~%EnYYvI5ubK-YMNhtjK(h)K<8VUlt-8v)og~6t>3cg=I3_7H_<^>|c z;D+{3*Xes53+|KI8McxU5g(Hmk#_Iu)@}hUu4?ABE>F;jr%b)=MYNTOR z0R>E136(qp*!$o`46la+K%=J&_mVXjp6Ge{KIg#Bfh!X;TeTE;Xlfa=2fU$2fS6#9 z>1r;sL&5C6q46jPv$$_DC!vl4%3iYZ6TL zzT-0g8qz-_HsPJ5OUZhraxw*hdpx}(bzGw4XR%~8yh+?N@wn1>725Ci6&&FHUAn?bO| zVR6D6(|C_H+o_A;uxo5VYX^(>@vc#ru=(3foDe^GmjW}Ip$iU=DBxyh+IOIy0@8nd zu3hP(fc3nW&cPW9=<9v_rpoCLM%z5ut)79vZ8KM+RTBvQwEK>=R9^^A*d>-8=><6t z?-2Ai$RHe2+7-g(1kJo`+_~?afal9p>46kyI66uZcqm5#ftf950+yfjx<&plgEzF& zXBod~aDh>c&3U(a8`u&(x;$iV3oK91D0v0zz>VEH5!HLn!+l1BR(HSia9I3vwrk0G z_#XfO0RR6K*Lgft-x~+;5UEfJDJ`NN|iPEYC zMMy<_gc7L`QfLto(k3MFyT8BQuXE1xJm<{4XYRRIH|R>IuD3J1_Ky^wKSMzTy#DF? zIzyr|F5^_KG1g=oo%ma&h>p(gtdbH%7?^)Z>xxu_89RILid18W8A}~V-tG+7&5s{X zcv3Lv{zUZOH7Z^h?v%2eO9}?e1t_6U$KznniqdziRrf=R@?*r{e ze5Z|KJ}B)}Xwx1#h99YKS_B=(kUo2xsez0?j=nrE9JVt6)`P6s8Tw>?zuL;I)4@0* z`8xR;>Bp68Kl~#5`C?fnQ$zqJydK}bFYgbz1wT8_e?5kyk3BtNWqm;1qsWS~^1(Mr zV{!2uA4u&tvo>0M9OmO*`&6=zLvu*{^Il6j#ucvVUNNPj$|2r8zmx)#z0-`2?ED1a!$0$Q2lwLQn7epxkS&ZJp6{AtyBAe0QN<4Ac=FBtR{2dEU{dGac=wVyA>2r8 zyH`)vX&CcOk+UH5+TRDxJX?=7vTrAIbM_$Oi=fh0_aH3K^sOwtLqVjLmHe$erv?G_+`p|C*gf!wv6OOnwp#9^)S0kFTSm*IB_L zU6G39%W}Jq$x=bJmyDM5q9IKpCeYK71~EdPp%qPs$JU4GTk`|4ZRiJ&e?1WMBd?h+ z4yGgTP0!06>NFV3^(sZF(BLx=6ZSxfhR7>5Cf8WL9?kpcVWLSw}>MLkaeD`O0Bk4mkA;q*+G!(46>3z$O zj`xSkKgTfWus2<1=~)FUzsJ25D&UDQc&RtT=IOdhEotLFJV1ye>C`J!jJy4o80+pjci zx@HZDE1h?|wmD%(&c&c{Eh_S(sWYB=z6iS=bjW9)FDxzC9|D8CvHZ%xkB37%$o*T~ zl2hakmeS{yiylz$YP{lE&Sy`QZw+1<_0|guIzN2kP5GhZ<;~{;YdVy#Nxy$K6$~9) zF?(UV5OnS-*SAb#Lf+6ku)Zt^!M!~d8LNU&AQ8oQkRAw~54STet_p-oB0W&(a}dmf zZx+@f7{?+`pI3by2E|w0BTXF<7~QtC{oi0DUYB+KIB|`AsBbLLbe#+ZKsa&uyaXnj(=I=zl%yas=*gk9%8{8G#XL$5mqw zBJuS5uJ?rNsgN!Clda%B(|iIT8Brizet)rQapZ(G(}2sQw$k*`{S9`WYX`c%SS`VeDl#H z&$VRTqn{U=$B=gTT#5e_#=+LpPD!V7BT>1_TyUEofx(q|tEXcla8c#PkFEsrbZ}=F z>>$@Wl9gfTf=JBb807q`iv)7~M&BlLFuXZ&v0FYDCoWAy9-NAVcEYl6`6CgCN^-yL z{2>hg742cQTnWZCx3;l$aY3LM=`RyJ3`TTY>;98f!BFfim2Q3%j7N>rlO;0Y5LX;M zv{;{orWvGHH)nk#~lFQCR3XM(`n-@HdfXX@t@e1-jPCAKo zg^~AXtm^A+?%ha~hOyVWUWkOIWXzQ;8V6!t5rsSGTzFBE*Kc6*;JP&``?Wn6dV7kt zB${!N-0UZkuE)hI(boAx%Q(1sUz56cB^M^$N%T-f9$Kx9Pdr%2!_b7Qx0wnbmt$(^mK*Ijy{CbHPwA0i-4XzMi){|;6D%6@EG6wJ`=l+>MJ$XYueM>TT(dUmWaPUwv3&f`g0CLXH&ovk|Dgeo^CJ4whGm zU3Hq`;P3v_%d!i2SoI>mapM*~<{r%WsYklw?(#@u($6NSdq&31sGJUHCOzQi`Biw3 zjnBmlVR6#>Om6Ue(o~^iLm$cU;>?nt9%Q}5L-M{fQvJOvDRi>VS@UBo9;v>__U1aW zUxB_S?ax0Bm^n(<^=CMsW^EDD9%19>&1H8Fe`jO&W>wdOpKMgu2n%yY*_fjd_f=|) zjh1A-V0hf_d?4I>CbI=kjDZ0&BL9Y6)c2ybZh9GivYu)ZKqq! zf_ z3s@+v8B5Vfb8}*Y5%f(}du?0tL+QIxuO>XSM-BWc-7W&`d~0Rj+|zv zd4|A$#MpQ3`3S7c9#B`i7KuR38y3zCw2LV>D+@bqCTq>pa zk5=Usfjk_)Dd_r0myYnTY`N37 zzt&t-efssU?g$qhQCS~keYud!tXdz>=Aznl_P>j#xfmVkIdPtR9=8g)*79n}^JHt> zgTXouN@c^Xzj;ML(KS4;$b-DU7jM6R#baS;QRlw)EEZITHSe=-v7l+Oq-5#=3+xxE zuRjb&;gH9Zr>vh*Q0vgr$$ZAbKKpIWeW=i8_Pph=7(dW$j99C zhncWmdq%6BU?6(C?b_A045(e(;r!K)fejbwyO$<0pf`NQZQeU3mOVevNtqRb&DqII z%@spH3oX8vBpHmA_h)TV`5B1C{%bY~>-*tecd5*wUK+kS$Ca4%(J)V4;@H@3KV*n@ zEwq{mgs=2AXPe1DxP?C2GbA4jU$fIT-4hJRI6MC{c*MY#n`SI?9|oo$r5L>X9fZx5 zFB7gh2f@+H&3$(h16?Mu&&zB>alKKH_2@zvd^HaY2lt1=;$8MtJxUb3J%3azA@X_$wNF2W4+a*IK_vg!FL6Wv?;6KrAy8^h# z+PwE%7Mq7C)p(_zNFGM%bG{@U<3i@h^oj`5zZZ_}@7T@8g4ar)x=G!QT84T_qx}mE zev@kcP%u<6X5(e8e+I>e3u(>fKSJcbN%_2G)iZM6t~pUNJ@+IJ8+pZ6FJie^pB=Dn zO9&fw>8njOg`-G%$2E*lWaUu=H#0&}zx1nt zwn!wR2XeDcEQ-YPM_Y}{ih;?2pC zqchQV1lh`pi7e=v&!+kGC7IiJ{wn(LStXCH-xW9~2@ z&+}ChF}0uR5lEYMmAkl#e2+0cS=d(^g-F?(Tf7!VVY~k1muf2xMiWn&YRuw-{@Kz) z=S4L3zTWKTAIyjIp9MHC#fOKJw2xQ@4?9J@Ecb5XA?&{zm(&g}p4gWid6U9}yQp2ni3REVkJnvWE|SkHm*%~Omv|6FoHqjLjk&WJil`CF7?w!#93B&%qalM4Tb%Z%c>m zbI)-Q!w4A1Sq{wC2L|oF&c*FDRVM%L@UVBA%bv7)KAg-n+4OQga=H{nZeQo)--n#t zHph7QFJ_lW;2!e-Xqv!zs>8>o%+#em!hBq7UGt04%!lP0oAk4pF)+C2e3M3xg}C#c z(i6II*jlh)anJk{2z(eLEBrGaygaq>hU;;7G9mObogD}3lcv&wBXO7;VlSg)5Qnjb z3ayYeap-Vri)X6F!-^7eLVQs?ls=i<&Yquu;Mx`WujZaa!>PB2DALI&^4~=kpwT=qU6|b31}0NvcLN^0p4xG+EZ{k5S4T)O(Zh7e5x zG3$e(F=?!Y>56voWT@%HP?shp*((RZAy5^58V*o~HDOZ>@odqgGGhbLe@ zW!Quj9FI7rUn<)r4x7|(j$gBhMeP&Wvo!}}vE}-UIWo4fpdFAORw6z8p)o~`blVC2 zU)An$uu|H`nT(1@{jp~5`I8CIe|YDT2s<8^G)~JKka5ZM<$M!Tr;kE+tw~@1Rl4p+ znqJehuZXl>{?B7WyI3?ZzML8NjDtsM>g|PIapDi8omH9k`Pqog}rLkeTOR!tEgpKs) zdRkg>Q5cOoq8j@$3gdzDGUw*8F|6?~;f*>QDJ+*jZ!P-Pza>0;->xqTTBd1kX`3kQ5I`Yrgf%(d{fO z_p%GlGh#tc^7*|vVxfrUnNI$F5(IIpi`Nd`4#2^6mJCWo0Jf}~+i~@ZKcq?y>3(_> zfRedu%05Xk@NSh6wL^h{b1pq$3^nq+rPfd*wlY9*^>DwxBoO9Wp_6R zZ^SRLaa|(iiJ|MG=bOE}u^_h5fzZI()LtL4uBI_gk+jrRa!`6z`DL z4a8LsGx48>fv`Puaed|$Z}PgwiP|0a#I6~~l2JW3l((-Hxkz=xHM8|LE|08mvh-xv z!Ut{`5%hnJa<)b<{W*7N76pojxfk{_sd#$UN37s971~wjvrjou@L9z8f}FqxQ*5Js z@%c88Nxb;2Sjhwi4HkbU2xTmEewZ@HM;Y^0hrWZk3EmDQPVTfY!QlEGG3>WC_^wd= zZP$4Ut{t>G65U~gDvu4!*RO0~DXK8PTf+o04Xb~}NtwWuSJ(Eh#~49@8R4t*jgdQ@ zwx{x$`S~WwOlyYF^suHPW%#ZhxAv9dDidj61O~WnyV+ITZDvI+D81Rl$ zaduyMc0(l<4;F38Yc)IyYK4>83lT5ecCG7alJdsbjF4mOLMrloerYmi4&z7)NBGs$ zAxwN)rM}VdAiiI=3mO&Z!v8MaeyrITG~W@YI_5t3L`ZC&+-VKtm45?k4%@74-gu^+di9Z+DH5|iFZ5WXint$JQ`fG%#4Wst1DFSb^{@i z68J=TP=iRK%5}U>Zp5-C2VvLgYeM22rche)0}5z;JK_wa){QDQq(&OB>MR0;AlZ>+K<7&@zB-PYO? zlhmQ07L;v=np3SyIqf_UZ5ItKWXStlkvOlK8!}#+~ZfiFX2gd%GA9pl|->c;J zdnC>AxnbEX%8V8<)twO3US~$ko|YYIcxz6KJaMUsb==?r&geD zsX4v5X|f<`&9ZJM$V(bvasnH@L`M`@){wQM)A zMyQOmTo1H8Hxw-2;)6d4oo-DjelVLdQ4CC>qr&5Cf`hIv+?uVl#aoVJ>W@xGecW;M z&b#gP-tjneOg|m?KH!DKyf@dowT^>rb<%uml|Nj0gG#~D3@jdI{CK6q#N(rz-^=SV zA^n^8YC?tq`bt&i-ghE|Bs?PI6P`f%qVE%xT#%yqWCZ8cZ4_Yki+aqhMEnlFmIvXILM;TBDKqs>IY%rt1 zc0Qd@C_dQEllVZXxCmK+i#NwUWgr{Ls7D&;*66otW{LY-;=Jtsyeuu%+Kwg zkY|(QaeEHEN+Pwf6mHp_$3Vlh_1^=e%Avpd3dw$9;S2Tm$@t-U7Q^YJyWU(>)h2zi z?ZWSyWIg?%R*gP#9j9W=%iYO&ujZ%xx<#&INfEQAl(c^9EEzwtf6QvSuZ4`GiMA9i zC-WArek*HAs@LZq>r1-$t=rBO{;3=D?#ZVY|K#1H=W z*Jj^CVc?K|@BU*ZzJ;zWvC1UBYrOvKZ%SuiXntf*GeL(@iQLt#I&{?SiBi7EC(k+Q zth@7an8>)1vn`}L6k12FK4_U8i4O&FtM2|`VJdOAW%#8~gybLMn))#@RdA!s zha|)G&P*iiu+>`?5sKc*mZ!IBSP(y#JaVru3X%y=7Y5DdKuRork0NQSO~hQqPf>XI z*M2ptg8ZJNtS7YnLlOM?Bx^V6hS$&Ktw^^v2|b{YrbjI8Zzba_lvi|gl6g{vjblH^ zIEGDv(wA7PMGeJ$H#dqCd zqAB;ATTwF;!%O4^bC-wV8>_13tU(yAHq2*y)(^qzoXK0ib_7Ftt#z5CSO6T0%62sl z`$6%iv{T}If4rm0USGfbxPF2_3MS?wS7zu*58XdH0eZPb+r^?&&cSSQ4Z1 zw|8_$A0l?_YDuf?w|qCJHpV2b?JtX z1tG`Ub>x1P9dW|I!b>*Rg{a9pWv$0|At-i@&(^1U5tge?wY@*(MJy{i&J^dl5G66; z2b#Dp#M@6gi!<-q5j`UEfllq_M2XdIb#1b3$h-7JiX3lv>1wl<%u90$kyt=_ot^k- zGR2GVeXLb9OnPn}^Y9Ul3nBe7nrTpCM@+lCd9Z}Es9jRh<&`-hv*5MO-C{f9L;fOv zbG8dHR%c*0knBY)IT3w(J*k0GTgQqdFXEcs8-c>& z??ubDBeJcWWcFv+5id0F9j$e7AvE?CrEHJ#B2p!{hADsXA?%C}h)xdp5UyjFj`or+ z$}24YkL=Gb4|`I;_9EUex8Jx#b0G%PvgRfi*%2mTQ%lx0*%2b5w$+cSTnM{<;}w@b zyATFR6{E@RUc_eq`ct`mUIdtPEGAaE5?bA&dmF;-31593n;(((gzkR9vvBWyg#0a$ zzAY6h_}1#W$(OQ^kj&IEANH{)9@^a&J~iK!STAt3o2(@3-HY9I=QQ~{X~sW9J-i5= zkD@VUnqI^WGqH%RW=Dv;1?n-oOE9wYt-009606xVq?R9_na@Ukmg zC6e+J*_G^DJd%COGWP6b?1QlkhA}81j6I1GLUt*HLs?2BOHxuqCA1(d3h#aY`hK1> z&w1wDbI!fz-coT}j=GC}u*kdSzs%ra!v zIuT*vw)4qCM z41$R_GN#K|{zawT(%dds|D?`lf;SOb2^oj!!-!xsxwfvuM*z=ibBCH$KRE3^eaxrX z8%lgdzOM2(gL(VA+D)1@h|{WdU;Kv$_oN-Of(n0#Cbc|#-s2B>jXhmFZ~Y<7qH@dO zpFi}zOG9>zczBn}IC5ay1=5$LEtW3Wf|z)*Us8%GJc+fcz0_$6S3Kv}idt-eY9{?J z``U@wvVbaBh2j0T0oj*2o0n_MS=}PoHTfosgkmMa(uzFOal%8%1Yv*;zR~1d+ z^w;i@P*Gcu_tHG1RDp*>ey>Iv;_+bD({;yS*dKmcuHCc0=MP$6+LN%N(C*u?Dv?WYaaCc_LD9sYwwph+K>w}Dfu@i?5Kneb$!lfIj@9vIaGw0t4hFZ z%)*&V4dUSSXW5T05(km5MQ1eDjzf)HJ7kI+1C~9iKKkXn;LaWA^gvq+r56miM`&uJ z?^fK$*Qq>6L~}B}c*7RnW<6Tjz3Bpl3zh|&m+_G2D=p{biHD+h|00WVc)*|Za}(Nj zhN6`eBbHM(pmWCll-5%t_{w>%CThqCs5}?n^eEbZ>#t`QeGa%l*J#_bY84k?m>=C@ z&%^^=mvx%)7Z=FntL-%Fv4s!Gf86V{&q2d!8f7h*1%1@d;)?InLQWzlS^~PyAtS$| zU&8;Ipx@sp14qutL9+g{dxqy#LC0iI{rZR&h(CW7cGOl7PTggUJor}zasAa{8BelA zhj`5Y2`Jg2svY9drD|^^YtiGDbi)@p7~jn}PT`CR-Hb z{N;^%$*VXdZnJsg3sy(q_Tdc{s|YkyT=2N`d<43~-6XUUH*Va;u#ivM=T+-bBkuMbGaef-V(-w@Z&Rp3o z5=uYm$?cFs#ly)<@chFXK_&F8PG|TLjb_x}W()BLU@v_8u~Ok4M#~+WjN~UD5Yiw(k23 z=BScGLTR(k9C1~NwG~@iAoCBR3h$h?5s__M+&0`21wP7r^YM!%(!}Y;pY(P|LO*NP zx%1so5nW|PZLuE0j|yEoJRypR3hBgwX%iUY^xXT*(*#c5;1Xp0V+_szrm3Zw#!xva z!PWXw2HAa}+w=9OAu3ey;Ugv+AvscI6;8?+Id+C0xb@Tkbl4b{jxFNg^x_L6L8=oR z{w*OxPV@#(lj@}4IB)p0v-CY8)*CAB8aP`zIKj`OryG>6;K1gq-;1wPDsJTCAhwf9Y23#Nu4d;G0)w2uO}uwwJIo0d(F==kvJ-f@+YG3* z;-I5j5!me7476B%&Lt1J%q)asW?apdwJXQj1vqn z$d+5HIKecp`R!qOCtxlu%RS|V&97T6^K(xeY?A!)M-=oyT5oz>Z9p0Q%#izdT1g*t z?N&eJ;BlZyn5uqCz`?a!|6*+7aZsnd&0TmMTmQQ+q^q!Xm=dZVi|{dk#326MDLVzE z*ROZ9K-d_CE$FsfV6{QorvqJ{F&ZJR#Z=OCuMApjuUg;dasru$k0)E)l|+kXpJ=k> zVrbUMNLN7UII=6LF8@Z;MGKx&>GRvVu|di_3BonW2a$*Xpj&J?#1I^dE;|BMI%@U2S%_HX3oY?Qf}Y zB%yMx)`M^MMxgp0?bWXz!_n1vY1RXM;pn$@*sbd$kw}vD;)jX1Q3yZGePW9*4yhe7 z#ffpmA(Hc@vn6>H^i^T|nqV#k#a#BYyqZHnCJt0XBl1h* zdAtX>{;!yyqafznUg@!GSl*GXyx0>AacJk(L~9RL$0lCI!LB+U1+eL`sTEOB4GX*V zu@_kWj?mcWzDV@0y?2ngI~=)a*1b^q5{`IRIrgoKM4<1ELULw)5ol(e!Kd{j3Dv5v zv9{<(p$SHfKlr;*DCWU;&e`oqw5z=8*VJkV60%5No0bShyZ)NHWq~g`sV=hmz1kPa z{VpD6T=GQ^Mk|IQSo~1CaB0%JxnNWw$2%gzK}2=I0e$N8!RY9>r_Js>eyC*X@V^5G z{ZLhhkV_ATAM$PE#)WVDB5{JgMC(8>db2s7K2aBp(hV=aCfo}}3NE*sOBte2c0E^l zS$G&4k-w(ULl=suRaM^^t3r?uSLf&V8X-tOFSWdQB^155DY)ivKLXK3-O}&0B%#Sl zmb%c@DCBB?!%X90EZV%Z@~c~uf}Klxu{RD-5FuSUNUMvCmRO!$eUd^(CRc{hOAj(~ zjbCKEsYgaJ!eg=WvSjpFuCV#5KK4Ff8Yv39*meJ5(^UHDd^GqNFnbF3Ubh>ypo?1 zhYA>L=~MVgDA9xF#wFXxU$-CzkGy}<~ zH8hS=jLC8+2*;cohw9#TH0R{Sp#`sH);LiTin_;X9ZMg92Bq1`g!V+Bbv7T)ge4-9 zbv4up*dQY74W?NR`Y>dEU@@@!bOidQNNx_q-k%;$>)yZxM<6lgNZdn2LQ@ju+}e*L zkg7$xjzdx~Dlilm=939RvlkxUUA6E-iyvLe4nOom(?^#0>V^H$9clBodx`$Y-k3A* zXtO_xUSA^UzxPMU{dbuAY6$4bj<4vSLjj27)kgQ5=!rf&GD%O2@Pq)8 zl0JHFwNI*f06X74u)f#Y7KMPouOl`BR?z-?S{|4zA-Nq?+W-+Ii!7#u5b$1 z_Nvsu6{_MA4lyp;g39&$dR28Z5IFZkbWY6-Zd}hD-U$~*_ZABIPhoM>F^*BuPqrY} zWO8)N-WBeB$NhVQd1zaqy$X}TP-oB-^Vf;pOd1QeP!OVQx?9E!BFBz22o4CNU%Vl1 zt9)j_mFg|4XyyuQ#r-k~xZGSI zL8>XmLks&JJR4GZ*^>Y(oBn(ERTDw<@!lGP&Tz=K$KTG>)(r!s^WZ9M%7>><70a4WwID{2)S#(z9F^1iO;gsAXD2 z=+BQ6&c|HV?%JOp84hQ4Yv=Z0;chi9kK68LD^`E8OS}GxA`$u&0&MvsgTQJ$ z4{!g$7hwNu*$|!}*jmAD?cWm)o3qzNRm`H`M~30ppj`~Ks$5TB@{WavY@$Y6+Od!< zRC4!w9y!;m_kjYDa_EnDz zYCpUl9R3{z_ENq^e+MbBwk6p0d5a2;3D*v$$|r$i@~DcJbP{O3%BMaOO9G>|wg>tm zNl-F)IZERL6@H8zytA@Eh2#$tZA*ReAaGRZ@)Q;;9{zcDN;nBxA2XSA9Zv#%mALQy zn0s2LxrmbGrl793Bak&-v5~?0ay=CUv^%O2Q81^-x5YB@a+A|!x@rfcuu|W zID0h;>~d1h`JW(z&wuf_Ph%7?FW8y2i>vtxN_}>vTQtvtGw81k4=Ph_ zjTa&DOk0*(%jSA5 z!I)AFv?DE8`{uEm9p)t$!T4wU*dW%Q51nDFSxJV`J8eh5wO$0N8NUIkx+Jil9T#A| zlL*Z-oF@i@;$iHbrE*6E1x|hV3?uZazB#35p3o`{bu8?v(&ybf@J= z1qpB|V9cnwfeIDIl_4QR@o+}7MT_P{22R&|+X;oyAeV$|H@y}Cy+=>>ZrXmxXGuwm_|3um1>c%wjj|CL1p zo+vQk+sbM?5Cu!lUg#oc6nK93o2`8w0cl#(1b(|v5RgpbY2F_UxJ-ppH2F{{UhIA8 zg-8&!;Pv41fmm3a`@8!kF9pVQujaj4ko~xkf%1!_b0%_ zhWgDTFDS6`^Za*<2@2dGRc3Db$AN|nHv?IY3>DwR?z|tTfE@SFwO^cAzT1liUaka4 z{8FbdgxRASd2I@-bAs=3Af;p>>W~NcFPd9qJ&o&ZD*>(*Ki4kE} z%?4e#L39VXX5cg z7!4Clz~V6Xo*z+|Lk)Yn4(`GBpI#c{n6?jC1(yX4PJ4pZ-O=#pT3GC}s*=DQ3_^)} z*0a4&lQ{*_b|BQLjjXHIq-a;l?E|=p>m{flO5*W#^eX-a_ zf{mK*EpiYII^qyCo}CKRr(1l*d#O-5$#VbJ9x5Cnas7?{ zILN(V)Knu84G9$=<(`N|gG%|in@_RxF7ea@wO{m9&|=G`5O+}_65rUAtegnXUAK#9 zrxIaSfzt4GDIP>l{ww%B6Ax9}lNEyX6gX|!FmS&ByI(wr{{|-$fcf7Wy0jOGP(%xq zpBha93-7gwm6c0i??Qe)^7s-Q`%RYWD7yr^Bfk+e&Lly9Ocv)w{v^2I|K=R`iv-Yx z3H~|OOCVRF&n~+w8J;WeeC7C^4E_GaKa;pqL2E(TZtuY~P`)l;v++9>id>jIUZWH+ zjagH9dnX0FZ{5^su}g-Jg63ma4U<7~*tYj=Nh(afS8Hpymj*U}cWfT5rGt+Ct23G_ z>CkC$_VN8s>A<3?EBUD;4IVy|QspjAgD}rRBpsa!40*fN>Z4M@xPjf=t0)a#Zhk&; zm@X62y}Yt{F#~PZ4;;trx6GLd!c=?6!yYuB4r;Pl2}U>5pgDFQ!+!~>u&0%0<)3ge zl%nloFW(gSsT?JmkeLcMk6b*ibUzIw%4bE4cW1zNcVnf0Oc~%@LodwyI1N0X9cjFF zCl%ak*9%S4Q((D4ee#W2GJIov<>MuD3EGx=!Y^TRw3YRa(o$gOzI?l4b1J;w`C#PH zlnT0sc~3m9PX$e1zQRM*slZzqc>EVOA1oYP_=DL0tLwI2Ubanvrs3|bLux5tQr1JS zp_~e*B8Q|N6Vt)xOn`#4e+GE*q#gS%n+XMS^s?`dWI~ag`Q#^-Ojtd$SP}j>9hm+9 za(}v&4y?Q~Kb$G)kh(8t=BHCSw5+?&8c$?GWoUtTw=E4KTk~SVW@vCspTS3LoCZS9 zv9rccX)sv&$>4S$4Q^jcvhkOp!JC!i7e)&+A-`K`2uabvU(w!U=Y1C3zdc?#h-vfW zSYBsXHmq8E#o5FmWKJ|Z8%E2}>e+~Fpg*f)HuNzIW&|1r#;|cUUl^Ke zRHcD}VX^7AgBkFFOZWB7-RV%bQsNUWmjN^{WxDq`8n#XZ%}qNRAl^Z)ZbuqCWQj_0 za-xCw4P~dvrd>-*{lf0IdX#Kv+$TQ}Ldb@6eTU9^ zw`^Fr!c=g(I}5rNJsy@dXMst>xKFEEHe`N%#)x0a0p{7ooKj*gSSipl4E%FJhQnxE z-YXZ5CO<2+c|87aUk=PtLc5AiMbcgDat8N7W5;L6fh4pKePI1hsTa zQ;y}pOak_ig2gjD4jk23-dO_W)d{TMw*EV*`NDi4j@$?r#bQdyIbC7QkV9-81z4Vf zH}w=hR?j+5lHm}h?@2BP7p$J5`%uX~Eave%Z+#idlZ@`BabW%Kal~8kVyavY*t-uK zr+87n?kQ~C{$@$RdDwNBdQ)O3=W^lV#%alf?i|R{`aY=0mJLx3vw(PSDmQ2VDl??b3QW{w!RJSq_gKjt>eGl%c(hVf4Q5Fg6+S~1-{{5 z?peUJ62z@%irpXTuFczVS@1F9Y0liyZ0L$HB{zs>!&+Sj|I-uM@Os>kgCw5~6mDC~ zcgopdq%?JtvoZ_jOX;(l5@|rveNf=No(Uh#nsk$*)3Ns@G3^<*OmLlXc%65V2J*Y_ z7BJUj!FosP${x&xBK+_^O#J!#=|Y$#A#&kUSl;YYk?xy6GQk&bD^u&92|9#8zLT-( zpvZOYl8Z+sl>L|4%=|MG1P1rC|4ydCpP1qHef3y9xsWSqDKz+}@O4V>PbNq`WO4Sv zXF_bs@t<^Q>2N@}C1J?#3NXFDOLfmm2R_e1mGQt#AZR(}JR)Sm{{R30|Nj)1c|4SF z7smZcQYlIlNsFb0R7#0-6(MV)XrU6VBn)Q8I>Q*-%ot_{NkvIXvV=;aNDA3fsgO!a zWQl~7_kRESe$IWabDn!S_wrm>Iec7>!bk9&4?BMN@{u%sXX61nA3vuR#^>boFmg=e z&V@uS48jA;?gVo1(!@+t1JTfIyezdlnu8arA8W$$xiFe<6#1lxi^)AtJObKy*mj{* zW8ec1g_~+q6-&9;$@=46bAf}NopIXp9HJ4V=1E% z$^D{paC#XPncC4fc-!IU%=28-$9>&X!{pK5uQ!m`z8MY z4~r{z&+Ja(g0JJ^tw80#a9Z$Ig^kge)ovTj58$BUw8&8D3K#0JALkvc=3!=o?;cMM zAL)(Xdb{89AaQ$T9_KL^N@HrC6E`_9+NLj7=S{{V{e2+Uk&N?-magwqHf~>fdhfSY zBpy$F?b4bQjrxDCqWVq_qIx1<&g&$&5 z&y}oNGh-6JG{LM0goO+G#BTlH|Gv$EPxM2ZyUay|=PK$=?-3rmBBies9SO&vRnnuo z*tqj&&(8a+!m%{EO;2SO3q@Y82~S=yaiV-zNx&Qyn6mPVn{3#)HO;JkmK_^rGc-L2TATkBlBBDwJL0?=>@U(eTZisx}5r>eWxo zm>!A=qXxs@dsy%`DDwYygoV%YJ`-K%Sg?!SrQ&253a8q1*Qq*8G>-L8VXHI1>Dp3z zv_AkrF|XQsxm0vNo`^PhO~+LYZ&UR}fykSAcNxu!ftJ-HAHB{oar?saka2G&bdSbJ z)AuuA(6Id~#V`=xG9uq!o97SSQ|ZOGJE^$tUmmj|go3Dbe!ns~6if!($TFWz184uY z3%~9Ck*DChLF#HC9;^K5ODznC0%5SeeD&*e8KAwC>MQ~@l+{}X%{9N|}v;Wdj+@u?8pdARM z>5&WX+A-j=KZZ4nuziE1#{~MCKRhj zU1g>at~mcKY{HF+M``lz-Gs?b+oo$1J)a-a$6FSNhQz-!8#?J|Z>X)fL)O*BJ;?T* zF#{XMibEebF#!c{rQ?)PRI0DbT78`bi|q2Ry~!--Wjy}xG>?U@uf=UrMxl7sHKZxE zkcqJ>b3dvS6JI3u%3NF;ihDlh-{k$m(WlosXy_4+-^%n`FCy7cbHC^Eg2l!VB`M83 zl#RKOCbv!<4M$RS^mqhVP^O8S%Mdz5pR{W^9FEV3`mrd44T_mXh$Nv&$&S=7k0SAK zZDzr*U^c|GG9E_|UG939awcKW^44sxZ7gu&PmcH!TbA0J^M>d?JoMdEOyZocsfHC0 z%FkWFd`jAT()O|*5k?QDNA4kdU3%s*JrXb7Cnc^-$S53f-AnxGT^RhEZ75TnBND zC}hvuWcWoV8jTI>9?3*<(VLiLIWvielG6rdi4i?SM?+MV5cHVz#F^+xXR`FQ=`on@M4eB5s7s0cFWK|}M$xy38U z{Y>3(ltOIJNuP(yh=1+OCx;w~{?h2!;VKfp(_&rX|EU-pxAZmP*nXo=SBSsd@?_F!T__BLDPy7H6XKt*Lk=n<{rjE!3M-P#FC&xxvE@XUHK2_+R z<>OQG<2To@^ROh{vZ;>T*QPtYm(>|YqjJ_MUb9vdmaCkXF4TS3wjk?&*MqoK2HrNYBxE=p$XAKsV4!_qO`1tK3l@+VNk_8{{j ztuyP^X+BmKjmR!%@es=&`sj3si=oP=j%)`mH0Z(sGa3)aws-0o9pU4@x+V|VK|ZSc zzSMjk;A78Soii^9({qKob%eGd54*XC`7rr?L%7|ShpdybqaXHg@wBVJa5J&px8+N) ziJyCE(d8?JP&a6BCNB^U3$ZB?9`i=%gNZ42CvrA?!8J-sjdlJ;Etq3*lt<~2% z!^hD3pMz&fp1ztZy+V>#UD^3tlnWOpYYuO0+sXlBj%AIiE(a>5fv5kF`MRkaZxHE3 z>Tiuwy!;P7__I#0Z~ji+e=FARo7>IDs`v&~CaJsR&oQkbd->RDa(P+o5gwB3)E(Cy z<{>QqS7ll!A4L+LsdT?MT-!F+w#%2)wQAkC1)(v0av<3!4%3V0&nu?HA*1<8iagn; zy+4j7E+P9;vt;h^ixxaYjr4T3weWFy%AD3k+<5d#-MYF@Nq|RhEi`+w1V}GWUFjny zfc2nx*|~WF{5@BnMGK6FNBe-90X-hGel~v?*&PRS#}{J{?(y-AqbbTd6AvSv?cC8Q z0hE$$^g}a+NK0L5@{vRK zEP|*P@5UrVSYl5d-bfK5`mEor9hL$#mR+sT_jaY)Bki1y!B5-rvOe0zB!ZCOb?^1jb_cF|9W5>SES*=ymNdM;eZ$G9(==Vqu4rEj!;|!< z^jNmp5E<8356xyVZy{2xj=#Bc}pk2o#Exf-zx! z&mZ|>(jWetr1(5SIcHyS4bt9!@}`mkVJWRtUXtWX66%@FCGk@`Pc2Ezi^q}En#tO3 zLd{t7m zmTD1Xo8C3wHy2^gCZ#R8wL+{YTV$}TL;xPOU_(__JiZ*RKl(H|4pvU@Ys{P?pc`!OFH2Q(tS5j)#h=5s00DQ8LV zDZV7YTbGADUF(JL9<{bCBDV8rMN>7Q_Q*anZ7BhU=~WW%zQ!T+5U)1UAr2Zt$%5Qx zeDr01aCv+r4mM8Eix`c=8uje)w`!zr@(gb&9K#0a7hEp}kfnNzfE(U7RSOmd&znGrF=;2Hr=qE zP z)(P;weRlYTi}9!k`nSC73m>|zv*S0@;?U=L*Js9h0iJRHG7~EWV5rM*tDgxlC1z-% zsE(}P2E*!{ouoZ&_Pr)@UiThP50;ou_S>Eu^LHEiUfUFZI&^qg22YkuwO z-W7*G7oC@9kUCk<;%(YY#&eo}xI5-w92R7)x3!|jVaGisvy@>nkE7+|9f>?>Fa2&| z62ryW7ghe_Lf1@W>i%HChawo)jE#v5!XR@w{!{H%8&6qN}VWX&;PvTcO&)Lyo?e z%f^RXbPJEyI}_Vd^HAIvp{88!g=1x0%r`5QQ3;B{qX%M%R!5?7V)) zHH*T=s`0`m?`U`|Sd}@M5(8DuWeUHq#lZ7sV!dll45B<}>m?JTAuC`}1;J5xTQIFG zi5-O{e6`W9tI7XOcv{YEnQ*+0KXgrbBO5ly_Ukt}M8G&JsJA2~3Sz60cRDcLQ4ee)x|x|s=HV{$HkV>k*5 z?b<%>W8>12{epzdd5Z-OEAR|192#_chGY$4MP{)RTnSwgUt8d zRL4Rubhmc=%T@Km6(^^67EUx|`KF!dt`CIGQG3%LgaiFo{5uJkNL;pgODLBW37VYM3PVSW~%y~OfNhgG|%me^TN#6=+u}=gV|({{SWtGsHRwWNG@aG zuha&cTIEor>^C}C+QLNU4mTZV9uscXesk=kg5jutV0V;H5Om)Z-SGJsi1~VQy7l`5 zVYu*IPN)SFa$9LZZFCmS|2Yu+iyDsXKLbJA!q`}_^v+ztdi?Q`5 z6Wcl!8-5HjF)zw!^-vQ7a|2Wte_qEzl5Zo^Y)?4)BQs69ZOQ+>5;JrKiN86;TipE! zVYckkAWIemiJ{arOG1&~UT}1o91}A>IhTEqVnFluy(T#U9c>lto;+O!2L35UZE|Nq z-Mt`NmC1xwhXxs2mHPssvFZO<2Oqf%w_TGTB-=18U5@=4x`2Z=UB%;sE-k6ui48W}0 z{GAp-0oau1A-3N)0JLAv6fM`#VY{BA+IZCm!gs@-uY-NCb(cix!6ARdJlkCGuPqR_ zri~;j`Z92EeL&+|YbI!msxL&1Gf=)qSMz8B1G^;M-qubJ#!Sc3Kk6|wDBtl2bXN~X zZgGjX_GBpR)26sDBz3+zbjDO`%W$kRPP-%anuTxG*UXf?SrAI<{IFWag7(|zFB(#r zi1i!3ec6@)!Pol7+Y-W1u;Q-5)2eV><;m!s5Rb%}4TC{%Rin^1S8flFmn|rm$drX3g13eI^`URmn<*g~7S=L4e;a7DmJ`hibhIN0`-_ve2*L zIB9>xT&soDk6oo8v!8|BV0NKGPZ)0G_DVO^Fi}uIdtdUBftD%f76w&>;C<6@>`NUc zqWX88arGp8?dA73kBQw1DmPQcnK-}bLcP{1CaRY%u%1E>hVaK=>*bC>u)G%*J+1b` zZ5_9LFI0SCxbb+HWhWIG)I&Nan*w3Kx8r$|ZV=Xc@Vvu$LFjmN?azgSbR2Q&FmAJ< zLeJNIu8fW^zB*>+xHo#DZt-MlfW8-|EaDWQFY{I2u< z-GpQ3dEDy@L!rCbaktGF12-i;nHEulP)prA_s+HeymQ&Id2d({Ot@uTQfi?v>}~TA ztPVwqgMGZ$`cSmne#%QyU}8r|tU}3hQl~y^ZPvUCLL^gsmrtrs-NeORwE?C&;X6A-dyqTw-51hcuwxn$%VkcpvOnLAmzzylQ zU%6k|;Ei@SN5Lf>Z#=U%9xvYHjdB+wjV+tKad?$JGe61=RU2pqCJHCfd#?6Bce*1+ z@E_+Z)e)7(+IlJBZpeM~jJ9vRH(Kll&vdNvh9&LR8KeC^(3!VJqshbvR~a?4Muxm_ ztJN^}OQRQ-H@^@?I-fz;+s1a4FQ;*RgMR)p8w%VT6djjq`XYVlTaDZ;bbONHDBqF@ zfRc~8-u6U)yh}3|Z(rk&`3Lm-fOU9V%XM;IcMW&mzj7=Du7_@>Onmmo&iYW>PQsV}YssJ|&2=^TaTRg86lmZ#VjQ;S*Qp#!5oOPJ?#RaHNJ>_&x*VoRCcOA-W3Rwe_FMs68<>Il*r8Z z&mS9?KGfS?Mn#?MiZrnu6#O*I{<)mg`TpiH+cs5l{tutC(6D0QL%V|iQZoiDGE(A1 z#^l_$$(xpC$iSx*>4z0l0#U*VQF4Av$L$qcxm6PZ2$pZkdPpL(JOHtJHu-^k6Y)Y#~Y$0-MfqSbtXzgy~7 zG3ki6_STBAp(AjX&A)7p55DWn_PMO=gV9&Jw;__Ocf{`cyH(!sv-u_2kwC+!)D^AU zdxF6+eswa56@t;`1sCF-7?_}ijE|I&^V;|3`!DZ_D%xe$$BmTHD(8GuK#1|4AF_$zY*+d(aK> zn=HIkAAPm&Oej`q-!ZJ-%|za-c9Ub98Q56i9({H)0RIC30RR6K*LggY&mRDA6_qF? zNA7e`DJ3M*N0cLl+_$w@);gYDyUV&ll1e2hkzDB;a+X}FK|0(zNY08RDOZk=e)Ie5 z{hFE2%yZ0V=9z~-VfeJLNGLG5ZT8-@iGcAO{*k!oNO=7zE7?0f5}a4$4&6G?$N1K{UESS-Q@kHBLEbu=G?TMgFscAYsKIHf}xw< zzixj~Fi6dnme0?J!rm2|hbLEs!KRl=wMX6rL#p8(k?nVb;B~X--ZffG=%RlAEGEi; zn6(kZpY}0eR4J7_e}M^VA6lc1W;5aW#=MDuY9?fH>J9|HVM2e&Z&g+{13HaVT#Jht zATRm+bX&sRO{pD|#`)9AC> z5);h11)_9txoVpCB;IycndqWB6 zPs-(GmN8(xdD+7+6HM4O{LPz}#)06u^&5vrm{3;_y4!}B@adcGxzia8D9+t#aL|DO ze(7&t-HSb8H5@8GqDw&jrac$W=QAOZ@9nP*n>mp1;a_ZqQ3x#W8fWkv34v~1?#LeX z5QzO|cIDV~5U9`4r@5zsK;LXq^mPD!ZvzHK)!1i(VOFJ+xZZf5oR&%mBuodVimHZy zPSzXVER7Htj<@4m;Nrka>%`HO@k|(gsd=Z@jR88%`4M8;1RN1wy&~!c1J)b>YxUnu zc&qyGU8f`q(leG#?-;Xyf2;FV`Dhl%E%=-Wi3xye;=rGsSLpDY$3N{TP+2D6#Tcjae1VSjIwVu-2_(Arhk1vvY_aVuelSfCG#x=EgWfZyjaX|eeX zJWum4eM^7)T7e~J)1Q}E)rSpd3usob{Or9D&kZ-|lzcQ8vET_=XKss{Soy%ewRCZp zy*_YYZ)I`cG7a8bb4WSSL<1hB&7xNFp5S3vK5F@!0@=H^bVs*R;5=~vUE;@i_2g_r zo(_J#jp_O^IPdCij>k@E;Cb4!SpywpLPbm3`^7(WpvXus4XmVr_=A;a4B{w25n2=6 zxPk`WiVf{==jlM!ubHh?V?wWRsdjJx8?qCMd7QEF#obw_uw&g#@9c3q?`Ud@DK@o4 zI8hY$8+rQ8``!f##6P5Wu>3ccYW-q*2HSgJbBQD# z?_o@Fa|D*len4D9oeAW>?DqxuK0_}B6g6I^z}iyNp$nVIU>%kFE{gq#2M#A;3-um)UShAO4YX**Y=Htt&x=MlhKap)m zrO04-e=oOI0tMv0(Khp~qru6WDvb%tbWm5T5|%uI^JsOcwxuo;ZvI^>ZGqqK!()to z)gv_UZD1NrI?!Oap=na&1{uVIul8ybT0qC+C;vGP;&Bap3*y5(LA>H@fPRK2M8}x^ zvPYhfOP;tP((MTu$xrj8L)<`XW|*FE(h8#2-_sXZWdww5`tY2T5y)mpJQHJEft>u0 z)ijP3RAgT&bIo#toEr`7tp6J?x;qbBbaA=WD8ve0&!;^6plSrM?SWtNf>n{B<-Z>l z2aKSzi2Sw;_cvVkN?=W<89R}w zf9$LvWBAl-on}L*395Qjp=br`gzB$tbaR7)%`3OdReHjP3pwe1*F2$9wI#G1B8Qxj?zgE+;ohgbzcgB{Ib=lkBvDnB&P8r5Bp`Vr~6q86Mla> zt*I8zfK9p5=A#w_q+Y)n@;m{LtHD%@$K#2HRSo)Bb09nvb{qKZs!WRYvXUz_abG#sJ8w&p-?heOVg@lDuy?|GTW_+)KfcSGF zU7AeFGWK60ht}KQ&H3bDg%a!VW6@xO}Ta z@Si(;E=^mNQSaJu4Pst8E8KXqyZ)feWQ;9Z#Xw(#M7GUl>3lS3kN`YYDYk z+)ql%Euk(VKxj_Y4YDkZ3Qx(oL0GnIN9_tXs7pD1k8qFC~c=3+ry|2`{_bX*|_ zvKvlbY}*|K+x*KHLezu6TI?u{HU)rL^D;B_0Ub2*Q^Ltg{-D81a(Z=#0?~dA?`{it zf)vdx)=!53H~R~Vv9Sca{+&4=+eLtTB-gVVWjcI}dUs`;f;aTk4&GVkjrZSldd=}{ zG7yE~L#~f3p~8Lbxw1?nXw=*wXU4Jy((DVR-K%WC(TGNwce8=M^=EZ&Jaz|yDyCKO z(j9huCttbn)&^{|g6$7?+Q6A8#8~m;6nIgi4CG~ZAZr6l!EOTs^hv$?>J*`XI)iR5 z3tHKL$^O4nw{+Zr$Kd0erY1K?t|*M-e&7kFtD*PJG6jY&M8!PQr$D2TtzRW2kqHlYH^!A4FfYp)1aNb%&34^5cBUUsxlx z;1Arc(Z(qn3^43_{c{HkkK+`lauT0UZt3$y|HkK$JfEFagZO-Mg}deTq#6SvZ`w9Y zV5=&cTdu$TVZmYF{o|VWdgqll9uH@Nj_Ryy6h8lrJXRAGNX7eD{b{js z4g+!;l35pB2~a-8T;8(>?+4RzG8?7cLAsMNMUHg``9Iz3!l+c>&V%v9HoV@mW;%0} zyn)2`-_UrdH&}wX%4!1&bf^~8P`JpD#`{Y4mcKb{^9h%gvDSl{alJ_5nc=M}ut%Zcxy5MFipfxWbw#!aK!=DYyH(FUxY^Q>$dV zst5;$kDim1734tTv{Fuc3mZyXUay-pVSv6!lXrzvvJmu5DMW=AJ_ z@pIttCeI2dtgf8xE<3D#?PpCY_LBf>TP%*-d%H(x6!%NrR?>S;2NcWe+5Yu+|s&4Bt#YDeNX6Cl^K z;`_Er8jLvpJR^rqFF96|Y=h@jV-1SwV8eGI?o40oW#?Zpde}qbClDXjR4sn?4IU>U zt-JgxmKcL`RB-~cKu7IT722EzIhq)nn_r6Uv@p8=W}y zomLF^Qg7mU0Qakr_}5sA-Kw9Xe+S=3DBoFc!4GWUJ=ABn^&=bd|C;zc?_op2c)wmD zi2<2r3AWDo+&sI;8Vpw;;1=fz_o@#xFp+L4y7P?;!H0Sf;O~8_q(rl_Cj(Myj?T$^ z#pgk__bI~IQH!nW>u`PR9|5(JS?Z3`?O`OB1&e zAm~DVDCNX}eLUA2T=09~>iGKU;|316uXx4NxCZ|(r1bUM*08~FHMh-myncM-h^9?A zuey{U6Zbp(A)_Ecqgn>fyR^T}=eI#H6-He@v@Qf>jGOf~afiST#itY3{sn_Z*TWFu zzrm0-tVP@TBnX-#XFpa1v*BciGwm)mVU+iFepL{7=Migz7lWbqmY-r3Hc^*8lCcyF zL(c}lFPrt?@{DqubP8@)&q}P)kHXjU_6$mX%7EQBvw6cR z88BpeF?TJSfZ8&}-TV9rASsWPD0&hwrgW0)*-;;Gtha7%-Qxoj|B*b(j0kw1{#7d` zi~)kQ8$W4yz3y9zJl-?P2J?xqed9xT-Po^^XMbXYyVIL-ITr@V_zBR9WN<#O82p)I z&w!ghuMKG6JZwFZXJ{qL0dYyQj4Hg&Ym9TlU9nt_*3Emd`{+JR3-8&$Uz8m>h&2m- zQP_dkM@BgJP#@0grI_MXCAdDV)MKV{69>H0PA?T=br5hQ#9Q)zoqee6?f16^?zWvoryt;s5@4@W3E`kNdrx4e9v#4sl;C&?g|+ zaA%3Cu@40OlMS1>>jvVPlA;P@J^;(rD@TV2NSSFoZ!JNGuMrYIUYpUu?Rrfo8E&247$WZsOD_~DH z1!nhsUJk<+$En5mVy_ep*PYl)2JW%&?`yG^rWJYhgad@0*L>7;R1YjKe|vk=$pIK2 z@3k0+kspK^z^$#XYLBM6XpFCHfF{8*d*C$)lL1JmTxN$w47h+7Jt2`*@@;bDjBAe@&7&ZymzGiwm>i}G?bBZ!uix^ zY1`iy26^?A-BQ>zm$4)jI}TWD!pElwh2vRTNMl?bL;fpTUn7hllmvEJ@h9?)Nsw3A9d=BI3jF&?g^N#oVd|~J z6rU6w>doT}`LQ{>uby6oT^CyIGcQR86LtML{%T+N&{C6`a+C@+eiHK%r%90Ep|`o? zu?>9Zae1tW>(44*Y&?m_OG#fh7Kr-|maA2GVv3rax2V3xN(R zs+aJ6q|L_p6qMOOw%HDwEOQc=Fa2hB9HWBO3Z;P8wZ2eeC?E1bjtiYG-co(?jBPctVe_YT;Cj557d?K~9% zPf$iPuTWuBF>Ql*5*0#M>DfQYpo04zN#*z|5;)c+o!XUZ3-7(oCGCwig?+Of-M9K> z5f>5IlYUVawc9%Gepqb_x;lL{^qvHM+=ru@v3biC@c;7Znj+&oY_wm2kKj{V5T`%Z zFuiXI1pE2E6i-=HoXfqP*H;#m7_J$3`@|Nu2hq}U-;toEYC{SIyC*7|PXl{|ugXIL zo9!rLKVE4I%|_L;8!}DdlX~ZD;w@Q}e<>;?JHr$LuQMOE;dbpKnORI6A1Nlkp%h<# zN;L7w)(<4eS#RjGuF)3ecYR^|?V#qId2Nk>9mH~8G|<^*&@QL#MtUWT8s+sa9@=yat(kVx zYkTZ~YDFZ{j0+tQ`N%}`*q|P&S-jtUZiNuirlh`Ft~7&1{WJVM*xv7ohYPX$`X?M~ zc!iLr!_-jPupXL!@N~9(Ru4TbNjz)XJ!I7A^-Co$<~WkeeOjvIx_a}-~*|?BWU&da0|~&TU2lHgUj2LgbrOU z~sesBA@BAtrvRZgB%P4q=NcNLizn+Y^~QA;aFGZ5+brR=aBXCejiB1a*Z zKpA3RJk|XOBpx!Pne6F$;ADScpn3IJRYweH~yxxk>S164>Gu2DgR-e0@kF_Fl{I9 zXWGZzuZk5q>A&+hb`^7fd?aq)mrFR8{$isI%(HnnM9o2?&)P?31$<=KbzB&0F6xv8>?gk*QI_gl`}qBDjLNdbIz zXwhTfCjT4>vCgk7*ttYP5`0F8|1A~mv!tru(Dp-hkNS>&>!l)@tTgVE8(q=7Kt^ba zqaB)0;XI$XYKE$8LNn)*%uu4XanPPrGekB@uIyvkp)!iat;X%Hh#L5z`V&_1@U64L zY&#^n;FRVPV28NtQra^U%#eh|J?Yd4GvsrFW+|g(hbnpH$&=G06je0pvcG_edbpjV z;un08MaF=83x1yAGwpvo6G=$rB=ur>1ddC#S(o8YLNUiATWwXSh=+&f_A|~Gtxf#S zZFSZc6^tk^J5La3@7Wsloj(awCnP^d^Y=w6DyC0&t)e2=fh^Jf3Hu$=ewvDw1et|5&<4MM~X`nv_%CNW)_vufR`#B>l^|;nyI6 z4!0VvQ{2r!byB_RU6$VH{rZ8v==~l@_iKk(gFXpmFt#{H_!=X*57)({B@Iz4V@kls z%p8qo$dz|k+n|lH#`~Ow9MB!#4W&npx*^HF5s@Muccc^lc0}S$1QM8d5y{ zW>;I>ZrIT#-ny~f5b9a7k!mJr2M?l7kN*4nv5I^K#s!l%jv-^l$up8 zHc%9Zba|f3uyOtB&AXq+7S_L8wx=cPooGy;c#TG=`otX3`9KF zHp=8{vk-Sm5r6sW07RzWP1=u5Ssm}Opv6L7dkx11u@niroqF^@lw~G(X5?cC`n5TY z>zix@8g+eRxQDJD0q`f*6sjz^jvWtG`%As_eG=lsdh)imSpZI zuCzl(#RTfY1Kp9{$q(*76unT3hz}B%?|<|%;V7rx5PC^1pg8_ToIolK-SKcwiz%|H_- z2S2P_rX$_a#}ZmIbQH_kOilexM~#v7I?6qCw6Hd!=;Jyzs`G5%J$5h{jh)*Oe&ag} ztyIyO_|d~cV@(#sR)Jt7n4y(k+Q>qOpKbJMdC5XiYF6sba-pc#Hc2>FGZJ;qxM;pv z5saE6Bq;{P+XmHe^yT4p-)$2dbXdc8 z)1faMGO}%>)5b_N z=P%+r-V}*qg=VFvTO*O4N@Q%zyGV37KQ8y-a1@%)BE&leB2kb={2$?c$%;N5s2*gzzy6z)(wqfaq%jGa+eb!NghP6EF?@z}@ z#m=pC$9_|E57USUs^IGmTo^+|q7>aTIx+?2tqipzPfoehbF?kMq?So5A>%48rC87Vt%BN^bO%1u(DIus;vK37xcGkB{!T1*0Rs z{L2rifkVSF-n;kIfy2D6RBlQGtUY|G{oA#GP2lKwlJx611RD+Yzw0OU5ZjXO#sgy$ zl$*hNOk3Op={uFYk7P4J%IiILdo}csMBJ5mGXHrracd`!!|FApr!BI|jU~J{rf#Xe zjW#yEz30TSFuzy`DC?o&xSS=$L+25z&+O#gi+U(EOepL(iwQCi+uNVcWrB9c4L4`< zo1oOQkUv_$U? z*bcNLyC8z=2f-pvZA5N_F8?LB@&C$|e}Jkk?ILR!z>! zh+C$1T6c#o>bstl?C+q9Gy?hl71DH3dqY@2{XJbI8+(og3UpD%nOL>qC%Wh@-^%W| zL0!bb#H#gIRu9n>C*`dT^^t?p9_!?NS5e`ktD8P~CTNGU&}zWSO%#^b`HvoDgM3AN zvpLO3XvAmeX7G|5Di6$mR`Vwwg6~Dj5_;o6tklkwoJoT|fo|%XKfy?0>DJ5^pD^Uc zGnM!9a0Jp=cx3YVT^KZnY*Ub)i9vUqCchKbD4^07&|)v?2afBSHRhi@;NQ9gQP7tR zb+(lpC*qwTc|zq$Ql1^0Zt1WXDzt&uy+_ye-xA^AX$PLJ`$S-{AJuV6B!XF+a7KST z5qM1F?X%;EP%U?8iUY@ynQ0S($wX+?=^qrlM}*Tu)fCQ$M96RAw+X5uf|$*0*GdZ! zCMNFbaXrWN6uz0KzaqkeBG3M;aUvM9KeA`Xd>l`D{lyYWt_hT?x|_rPT&@7kKl(5k;ws;I z;y4rzHGKcMT?aJ;w+@Bv41wgpjfj}$AgKS$YMc@k2vn^_EitMe%-(8EiHY(7(b_9h zj9%VgUhp8WY|{(g^e!^HzV?EPr#JulKlcK`L)p7e^?8AKiB%oF*9*2K2d64wJBqIf z)nVUU+x~0@w?8uzFOli@f&;R>w|QQ8!A(6yCnEOg)uk`zu=1W2-+FMnQS1DtGuV37 zU*+kz{>7r>=9{?xLuIZR3+$f7)z(&AcdaFQ{xH^g^ZAdE9xsR;{3|#8%nQznRjjFF zO_y5^7Ik~U-*X*7tXM(Leg`hBhzAK~5$Iu_Kvg%9K_waCy+4_OZnacC{>AAYh$Yls5~Sy}*4lGJ_Sn zr@$z{7rfy8uEI)YtRrKZ^l+0G=dR`Bc_a#~WOc+Ihetw2*x36V6agle z#qz98!oghS#Vq##75*e>jhIrY(3fz?SnDJR|=i6^Q86&y!f{*>5VNT2#2BF`^WTU6-CyKZTVBd97(pDr62Z)96@< zVdl>oSmN6~3hNqFSlppbE5;80Go8MU)mW4~%Z4S58AgCQ6>Owen@QN#G=a85*e>h+ z#6dMGG@j;(yMs+^d}ttpE!gAA@{vFVAO9ZdczPl?RM4C=HF3GUAi zg+Eh_k#h$_z&tESO>Q#?xOUFJ@*WO=y;jT5I3&HHf$52|Zb3TiopOBDa4HRCjcm8g zvsl1z%Ana-3LThz=RR-KNCu56*5dXq6GSm+Kfujvjg(Z=xBlFc0IyBsk;uO|7~yt* zFv=VUMZr7g#RO@f8gCo4H#i1({Ac$`y@>+r|2oAKmG1&c_M`ApNd)vwKfLxqFdW*0 z-yG)23)o)cRd=9Q-$F5$JR< z4h)+(rN-iEAWL{Rp#C=&k_1$VMIvdixWd*DTAm7P!lbU7CaJJn^mifka4HPVFK##A zo(eA{p1QtWNdeO3300Q46j0y2_w%c%6c{mRs(Ah;1=f0hZAt4)f!b^Gngj7EAkN5j zk$Zm%FkSiNu6u@#fB%0i?QfERYuo2cB$o)@CYQ=*Oyj{lG4Dd9F%3d`$9M#Mvq4Ep zXy=$m7POd*8ALJNhrMNuZC8ylp?D?e)thhWkpAYE=G0;uyxAN%Lw8Susrr+7qiSie zP3^#Pwn7@fw}WSM#&%!*jYpWo+rupKU)w1qP`U;2n<57w5r?)Ct? zq@Hc(fjuKjozldf>fYulj79GlPwc`w0+CRgsn2+{&o5D5eM#rl{16NEHw)}V%=}k6S9GtQn5fzqrr)3F(IL{ zco2Z9)R*araMbL-laiN`A!uFauiaxhJUs52937hi>3Nr`XXaBNqm0ocf+ZEAj;nF9 zu%!YwiJN(8cPdodzkSn;eY^WygeEphK;+yv)>K$5;QZZ!eU$xad>H#er#*3mBNckZ z))`ojrb1$7a(>s1R5+%Zl6j&(6{HBAdLMn$psw2biHk`(Xr*Y|4yMMzZ|#<%qNsS# z_lr>Lvq*r)`1BBFNCczG*uz=2i7=oRGAVgK5#-#NSbsc8gudYoiC;B|VD;;3{l(fu zxYBdO`UsXk%IC&Y{M`M=f!V816QRK{?;>ASA{3aW>wT?AguzQkS@O#hAwBHPEiG(w zu=W1KSdGACkut2(zHyfKxS!*lypv@w62bYI;=nXZ68Qe{JE!WC1pE8bNrFd`VeVI- zv+=)V;6e$C=T_-3fz0oAf4U0_ca|Tv(4!&Wyk>UlLk#%!4MY>bd(ew#_Ux?wsnvAhfbbgFcktr4|*_k`$cEo}O*<5>Vdo0-B?(4Y15DTdTnGLfW zF|a=^$-!+o2GkO#HEZT#z$AK3wrC~><}W9_HJ^$B>l4k}+;LrV11GxO#~9H4-Z(jm z_p2oO8O0a7<73YS3GA8GXtjyS7-(47qn3vi4x-)|#G0BD>m_i%&2xciXgUVMt;(;Y z&c{Hv>GG8)TVo;QsB4X^P%O~ZEYE~$$AXxDxQlc|ENtr+=RNQu76!TAZ=7bOfl1gn z`ghRrt%$=s2mwy(6>7_h0s8Ot#7|dHVy9FvdK|xqrn0GsJje5XpkSN zLfLxI9X7@(H->~gpmT@Ekf)(1e9t$%o73P0G-87{$4wuoinLYKx#kC&DhWYttpSj) zV?9vwjslD!&kfUy?m#KKvGYP3z9Q8z&3EsmLbwcyi4KeahmY1LGJ8xRp3VAkxS}<5 zD*afHZgl{nWNM#j5D7NkRsA`b*JRlWY{A-u-Nf`AAbJQx19{X z26x5m-9mpfHCbYpZp7GAS;%lVq;9w62Qplg z_9$h@b%*SWn$p*pd||b%Ja(Ef2zt)y)>NDgg{)64>uWnAp~hWLKk!s6oL!i1SWWRm z!R`aLua1&Ym;xp7X@><;-d)RE@5lv}TR;75$uonFVT{fbc5{q-LiwtD0+N#gr;@C5Pup*b>?Gl(f=y(EKY)7Uqc zGBONlL@9H|;B|JK;AC_qgR?uivA}{1SGHQZr5KVS^?gWToIV*EMGp`A=#k;oxN6!v zT{7&<`@YQ`$1AqE2KJ_82rL?r=?%uuYe&1Bf07~n&y0DhJ=??>KsA2>OeXB=?Z1NH1@+xw6b1owJpL$u=Uk%dS{p-x>WREq9r)|@m#zxOaV zc}%M#p`pVJ0nf#dP@eSdxywQ@;AXSKHu)q-H64{b7cK`v4K1JSjw^takVQwluLAr$ zbJNn_M*(PR{t1O71sK>Fd8E_|w|D8u3hOFBGhYc$p^O6Pe)b&7-GlS^P4md}-Y{rl^;rdU@cO{v{LsSRNi%8C&J$%frCTm({@xdHBirzVvQ_JWw>o zii4xD3U$ncNO@?kd^xKSi{m0f(|(*sQZHUpD8=y+SzdOKhpaAzkx!kt-ezy_n^t+) z68DsRxEAM4I*<}d@N>z=pd}kTkC1pSrhRho_&@7t`<9bnVa)ean^72qrkj+XREQwC zG}$iWb0qL|ft_k^N$`vMI?Z8> z1VNc=@481x(DGSQ@&Z;=_FDCAth}r0ei_`JbTL=vH&!~WNL+NB1W(76?sVcz1Vu)8;GH5?Inx;@PoI1cWH1C9HT|wpMPtM4pt}zU%G68qL!O3d}zh@aVbGJ zr_ZNQv)_HgsUR+RY~Azy{e(1dj0c-I?>PfPt^oO%25e1h7G~Z=_x zD>9P=92Fm5ySh-&jW_C-Wh;GArgBD!=Y|J5%_d!Z>7Xm3vYo#uYeGU5Z5;8=mmCrQ ze?8xQ@7N=oZ5>~4RokJ0GWBm?Z0(Ru7(*dV-wuuU@g^l|+oAk*RN9EO`pX^t?Xn$G zY|%74u4{+ZyRPo}rDumOJ@pa^HL^oL3@Sg3+1nwXSK7I4kL-}xF;}aWTlQ$3n}3{@ z$q{Y6J*rDML_&Y0=lR87lhMRm&)T)89_YK|Ii2oUUvwk?P5vEU3fhnoc%6Nc1eJNs z;+vVbfpnB0p#0AWXbSiCtjC{+Eqs-#2YPwY7K_&sH-9K1jg8YT`l%}D@r8JX34H<* z^56+7ts+cboae2D z>!sYN>XOCv3opEB-SvWiED{PInG6xo0PqR?euZPbCRq(E>H0YZp8;I2dDo`sGXiRU zeA+g#jexqhY6YZYg-$3;9_S_@j=`5bq~`=Ab#N-R`U{><`OpY4SPkiR&-HIKY9QTk zwmaPMmr6@m^18YjjsQ=dOK*+37Jy43wQi=MIR<_Z$U+V zAep0G>xS>&YgcC(sNL>xQ&LU_jk!YAd!4i6UHCiyh2`{BWqkgmE#)??;q$>OvOcQQ z1&UV{#S}wbfZg5c&)ZEBe*fw?1Rb4$Um?HjSFSBc3zYoSIT_9# znBx+(CIfo?=d^hs8BQpVDeWvG!+}!^J%7i@u#~OE?70S0?Rc8ziERUudS zrQEqS80%USduK?{74l-==FjlrxP5!7*jF-C{Z!Il#pl=@J4Ilc+XYHhwHKFr9AR_Q zaP*%W5k40mTTA|H1~Z?EBXYJz!sBFi(Rsot#NT@}(mFI0-V%;o{gWLGh5bp4n`{w?qV(5##GK>ouE1ShZ+Ss7xX^e$4m zV}(_Bsnh4dva|}9bg5F{)#I&d-dKflVNQwvoBLk)qY9qCt%Kh^Y-+(ku_cyNGA}KS zH8_-VZ7bG`-66E+0tLQVlrn~4oA=K0$zhYVPK3;y$Mb(5sqKtqOEp>9L=-fb0nAVwZ zpYQR9`$KD9PvsKeP|&?>#S;lI`7iR6kE}lgGU`~^O8dj~JGN>akpv()JxrIu-l=~0 z{BmN#(wm2$t-yORFk8^oK@dc+@+qU@{v*8SkJl{mYc`HjR1)Sj-7GvkTjOH z)A98$Hr3ThwR%{AS#PBb78hn~+lp4pfR75sbV?Y1B z>qo=xAZhE^V#BmqHqK+Gf4$ie5U8y)NFGTLEli)za*U{5-~F%iJFWQ=cLCea`wr>?XQdoU~PavnCrfpx?m zTeq)A))1T99B%yI|J#Sd)OTPx)tZk_IMZPCEC1)sLj17Q_} zt@QR`t1Rp{SDo;E_qjsx2kg6m%Hvs=c}|bj$j4D^mP8<_NyJPle$>P(LudMJ3NnI`G+glXpl`KTaAd*fGbYgGBG(8 z3W8p*g3Ajo9t;j%3+NWS2kWJ78i!JS!En3Ojzl&euye~dT>P8?A^ukwMI}8zYf#fn z%hweut67$bAJf2y|F=;Ba~d=$G+C6%r$X+=15!~;3e@IME3fjUfM_&cr44Y1R0URC-rpjxmfr7ehVGAy)H-a_t1fZ^h+Y+ zB^{hi4Hh$B(cx#-sBol{E>tUA%CmV*hmJt!Tq&%_wz9ePVLGI*M6qV!{F4)F4nloc zOYq6+phJIP>Y->ne*KdL`&cObTS6z0)8r5}hUdAq`NEeA> zl|C4^vSYu>$E)#SOOpiN`d~dD=O4(#^;qk-erCnZF4u?}c*PCOW7}cNyp5aXl7JtuWyEyf^su!0<60 zZcl5!W-g<{AI=C_pHe!oJ!ke)z^*PV$8lg|)7cfjKB7a^MuBE4HncEXJQF)NUiH@- zYZPVkZ zpz!r5R)CQlzgbL&eLPI^BUlet`H3>@afh|wa4ez0Py8l!$L+CUd8~JUV<0DXlI|}y zTZG@U;d`&zutDk1DH+%cx&#S#>_ie8)y6KDHiaC+ia+p`{`U~)uQN=HU@Pwaig=8b za5p>^fjuzmHF*>3R!zODfSsUep5nr`_P3AC7SiFV$WNDcZ2DG~)eJ0}5V3T}t}@(f z(Z=#cGaoyKovBaH-z>oW-tJN#!OmY5Uo6AMY3Y@QW37BUWN%^B{q7DZVSP{XPYPoj zSvOyEVNENZPI6;yjVyNm|M~v_009606xVk=R$mwZa2iU>-l4=VL@BEXp%O`UM9IwF zJ0nW6*XzE<`+8q1B}5zLA+kj&BV|`8qa-BxJ^l6loO91P_uTV5_uO+O%)6GQi^w1x zdaQ6Sni3lt#Ef1k>JuNmMTTnni&Lej(qF&MnnE(D-^;Sk%Oyk9#cIVy5*b1=5<^$~ z$gr596(^`fhSZmbYo+=Kxc~RjFD5+#5>&0U3-Z#z^0f2g8$&d(Vl#6FVHzAdccyQP zM-EV(r5>#erUJ9{w|!R}sW7rDH<(L+3Qi}JPo0~l!0g1)n=g7Ou&-ZBa`P(+EDlY~ zRJ2jx!l_)k-K&v>Lz5gKv?DONuhodN9+qj3bQ-T5u zLq%)ynb}}o(f)y>CkyP)8f-W*n+f{`JW6ExbK!QrsGFW$E^ON-7xi?F4kC-YUv7Lr z2WT{F6u(M`BXft&xY*LcX$zOi7ax_~E#y*G3B6$!RsYV%e$c5s>6~)YPI!s0@v`OXDVfNqyv+r?qU^uwG zxb+6E(*^fbU3A?>!HL7Ds!I5Yv*>Puw|xTL(eSrrE}9OPpPnCPj-dnJys_#ydj5;X zFWXo;xNTjbl2Lwr^IKHZ>=!I1p}F%8A41S7pQVFN=$1ZKa}(5fN$$-tRM$z1whz^0 zS5@RjoiFEeGXCp7-R=1e$L}nQ((FSAcly~ipvO!t?v|quD!Ttt&~ra6jbqTJ!u7>| zXwtSo1{<_Mh}%pL)!A)Vu7qY9Q#S8K*H+~&aiF0dTb``lq{AmqufF_*{a$qO zOivXDYW>ZDl>yz8wrKwi*KgkRW_2GbuFJ>v5)Hdj>`;OJ8B~5oMJMb#*kaL=m5Z1C z(b0stXEx|O#nDO6 zG#5@(B22W70bPxM#62B_^QD}0?MDMkd+T1Jx;2hG_ffviW!D_^?ojNDSaft&fHwfW zw^rh2i?Xq()}KXLggSYTq7S4lxr?Kll)u+=q8!?he2i$nDTl}Ob$kxHf`)$dhL=2l zBWfAe=y4zIj6L@<2kj>&_~X!!ydcj2w5fDUqwT-?r`ZDf=%;!qucN43=krE!RBS+R zCl@L?G33RF*8lQsn!ZK{zfJ1|-=oj?)4UteB^lA?`>3JLBS9LP>u}O14%Lh5Z4N*c z3LS;)P+G&Xk3Om~65DbV^=E zA5$ZCJwR(Nv-{J~5~=*QxPR^DWOoOmB9#sPcIafHNxMGk9PxR#3MyI}5FmlxKhE62 zh00`Qi>yOW?miGW6M^xwZ0LB8$`)JfX+l3w{|tP9K0cQ8iiWOz6&H<1h1b^x1)?75 zMxA!(((Q3k12pEOU$6@5`fh!f1o}Yuniw~lKhqt&4&@(c>72p+Ri|B3bO04QW)#?j zo)R)?e}E>{z1l@bjWZbhYI30F|F)@vxku`MYPV`j87UO4VQ;EayZFF95Q9d25yOXgc0!_+& zed{v17j}d`&3KNLB;V>acLhN0<@}_Zdl|(I_u~j zRh~SMJKw?u3wfZh`A6&ZxqR4pL4>h?wE(=O91e*1kb!q+R?o+TOlS^!(NDRS4eZt5 zy|=1Up~tGeOQSLe3Z@Q49Ic~4Z19NP+8#Pwms3^GIZB7a>_qc<4LV$88&MuY4~LHc8SZD+~_4|!M9@SbQpiq`+mnUIs}^@I>Vwy2ZFk7>bNQ$QcUF|%T+M{ zow)5zpbkL~To-VBORl`bkI~H<`l}JBsaI~7Das*Nxl119RqxH)iH7!+b!#w{(3>4N-j1beHGaJR?{OVZA6?w{PTMbBwa0ZG{4OM(hTnzi?9}pp zI!x8F`2JSRg@Rs+s&G**c>Oo?IX)s2yk;e+vesFUzv+05(ynYc%^q|9PJ(W2n#8+oMgitYH-mN76lfaD&*`wi^Mf{D><9E+iK^Zsv=kqN*E+xqJYaZ*Wm;!3hocV7lSY2cnsB9K^G|SmGtR&t|bMy?)pAs zM5mL*tY{V#*vJdM&M1dZBd;dv_FTqQ5^Z`VY4sXquCd&Zi{oiO=-K<*1+V|`5NwN~ zz+U$wCsZ0JP!-}Q{Y#Vz(J6hbmiMTjsFt_C??MjTk(;^DvX=yf?()yLevrWA#YA!- zo?F<2emspaARy|u`|0Z)1kmSMoAh>*f$zVK2?q?x!1cn)ThN&doWjv3u3~-}9{rFZ z?oS4Ziuu(@^xKK|gbiwT++1846{c)#*@8AsSzm9$^JGjpPip`g$iE;ifmW!hZ2II& zhKI)gX_lhneDvpGsNCUQ(k5u~dtqN`G_j>bfC;ttPiY#&`>y(#L_I-M%iC;|QHjP3 zGbi*pukslUG)yN#MgXeIT@IjD zEIHhp(QS2!b;Dj{=zkXET8VzO3+G8iZEdJ8oYAGPHEx=yV>2V)PIP1BLc>o_GQ3m0 z>D_@ktpQ`$YqSnziZ?i$6p%qB zZKIC{s^?v*B!Je}x?KB_PX_mCk##T7<_?dL7<6r@aY+xo^qqa+qK6I?TZgjD<&nX& zKIVBdDi-w0?lCH9Q2yu=wmZAUEYbo0S8ClCjq^&$AXD!ycBYaHU8!%szHB5zQJL{l z|7$YP*Ci_RM(Kn8bq6PchNk z6l|uVp85iFPh<5VyYX)YBbF0F-~X-aB}3V1afx`e>z(9{pI7u@Te(V%0+wHNyUVel zYzy^KlRcQPU9$96l>d2BODSsIARK-Z-F2u=jKx(SYQ&=g7v7N}?^`CrWH%Xxr}j(U zt~(1EeHv1Fb!4!qVCZbWM+Sv@n=y4N87MnUm(L`UVdzeAuWA$-Zl!%cXNYk*HYj5) zcNN?5`u?{NPKI+ba-AJ$z@D-lchCrN(WDz_Oh-zS6}rpS-FVad33!vND!3Acc~a_> zpMb9YVb9=3x%H2wy$dCSY=X6F8G55MA-o?o$qBfmfcN{gY1MfF=b>1W->*@Q@7r?z zt@9EEh5j4_)UWK$ohN zA9#>}3+EI&cQ_D`E9$dJ_yGaCFEmxPZzY4X-Ig6p7ck#0rKVp^$M-gojn@d*|5&_i zpnirf)CO4nl_u#zk-=DA;(ap2dQqKgFt4=+82R?&x_DZ-b^X>R!|xzro!eV*zB!F` zmR$q{WQc2g%O~Ka0@OW^Cg8Hzm1k^01XLAro345j@Vd3OmD7uWywN#UnkNBAnBVaF zqH#qb!@6h?MMY#E`sLNyEjIN2YVz4-4+1*8Ih6;{-0yZjAEWhZbu&q*yHs1IBYN@W zdIoiL=eghGyr|=iEbi~_1Sn{~uWdmq6mR?Iqt%X;yOYu4r`L=J(NUJ$J?9sw1l+C74xfIA^X@$T#iNaYV_#G#dLId382wP? zOyPyu>V2Xk-w60zJ2x;iO+fqb5~%^5+-qZ=hT1AyJvxWi8G2HJ9)IJ3=%1f6qCXIz zIZ{sAKz-eEmYFqS)^jfzPI#Y5doCCG-Jn`q7BLVlu-9I*=jD`j^d1y&_ zdsql+Ilt4=1m$2h-?Sf%(B~~+La7|5{tR9wVDI@cl_%)Iy_4-psLwmGAV+i$--U4v zv}a)RfHb;&CBn}FwK`7Tco_T7(uDM!aDJ5uFO#!yo!=|EO0oM9FkedXnaku}%I zc@gs|YO|}fJpp9q(B&z7u8He!9c1wSI@S!bt2iIpE_t$O0X&@! zi9?@{`SQ=9x84+W*I;`A;gy(cMg$}#oq5WL@#1YGoC{+J_^LFdu;DoYoT*;N!dKBs zU2Bp$?vux(KM9AB;k;H@_Y!{hwB>ko#42$A{@y1Q;DP&uORwWqXI-dZ6$rP+{Uf!# zdiZ%Zo*N2T|FGeA`@p@uI!e-b?&y-_iXOvw{nxd-o=(7!bZ_O>fA8<_KG%bI?#h_z zP|wsP01PSz6VwPeZc0&DQ^n`tqx|kg)hER79L4%$p2=_JGzic;T$x|5jq!Y4y=IB= zN@6vhKZS8WDsaH-KY!de+y{=^M-nh7_D5G3pYKF{hqP4Ozy2lRyaET+d`#j_Fk|_J z&;%=>@cq-+AZQS9(jdZ zS{y71aQHbf_whUdKZo|N9Y(G0s@l(EzBn(YRy3pZ#pCC5(e19~PQmChy(q>6P0Ka? zc?e}oKB&%ys#3iNW-vcvM~dcK(QCIV5(?29%sU0b(U1?9dCXAB?P0w#=!TDFQOqb= z`;*Kl=IN1~zXMe$e^TU)G*tK9qXVw!XU5r{)_=Qg9;d#7@SG5>0>S@Bh(ra`x#r=Wu75>C#j zrr!2Tn&_BKXQ&W5k^HxY0VVc~wf-cmbGgbb@mFG{3=viEeV{5~qom0FbX9j5?yfps%PXT!B5 z`GBMi*&zMvjrg_7EU5lzt;>~>1-7oMhXN9^z~l+PwR>C^EZCL&K7hWg;-24(3Jx!a z`R=w^cqWuqmsMSUmH~XXefv*$kwMo-_4BSqI=pER(_GS{gZYqdV^S{-KFJeJW~XUD z-ZMb4S;>LyHhD$Y{v0TLK0K?{l>@y(BfpMy=D?$$j0JpXz|lkbzUbDF@m|;0IZ$fv zP-5^l2WS^hzLV<70c8R3zkpJw7s-dvHb%+o{%>-?>ZqVM>!Tc4_+;S}c{&F^t;_wY za)Aoc^V;?c)7fC|qOW&U4%g+2hR+$*3^@H}%h2^*1o)dR`f(Z-K)i#ZZku{OTx4zX zoYu?(?)Ar1{cUpLvn>OOw}1|c9sGFhDh<3pZ#(bfM+3`< zkr*pq8a%C8Cw~|nJSwwnkD7kHWqKE{Z|HaYq4A8H>WptJ#vFe`gLfc-*aKQx;9j+i&vX3Jv-#TzpN@mI&{tHJp!9 zYV3uV=+4>Qbrke^r6gYf3M%anGtmy|7n4@l|JvKCWdiwFg`o{Y7MvR&X>^s{mF!D@)5&*E16L3cCpMI&3$I^V?P?cyZX*XRQS&Nb3?x~LCqoZ z^G{T^cd9xR`@Jk3HhPKk&manW*u8-t^m$&0g z^DYtyE#4}9t4V^+uHI^EQxb&pw;pM^NP?AeTcwZIBq+CY3@@-D!DS_(U3bvP0A|W{ zRO8ptlNZpDm2FaTXyJX$Mke%R(!DD^*strAR=_Rvgp<~A;6IfDIP}o={<_m*=tsjx z@vE0eu#d}1yazS%*X}MunFx;XX!Pg;%fUA5ck^4}k7q$HSZsH#L{Ozx_o2b$~ zE;Va3Kjh%l5%j91PC7gKJ^IqIuNO!l(%|#89%Z|Hji8{yy@~36=*1-B+Zoi*kxKp# z75{QuW6hETi&tuYPjR55500#SwZQx8 zML%gkg+Kp}prQ>CBnyA^PUV`)S@f%-f`B+0xsW){fXcGmA@`prK?QrK#(lI`KWjV| zl{G%I-4^9;88JA5hNTHCY(Ztj+=Ablli>P0%ZfDAu|}m*2i57nP{fF~nu?g$n~~t> z3-fCvR3xpI)eVh2S+%B(%6qhF`J+pT#k$-$p2jndmRelj`v*Bi2sexad@7K4SFwWqS{x2QIq4U0=WjYw`nLRIcH62Rk*2FF*rGvf?Ur6haky=;F zVvE|Sk(xxgjouGDHyjR>ev%fR4r0qxdrymWpdWId3>Hg=102mG^%EoztV+A%T0w%L zq*-}~Xc9aNYS(_?iuaSXF!>kX^o9t_W}I&e+tKx-nAZXZ>J3ilU2UEiRrKcmL<=5N z<);|1P<0lGkWBqNEAb25EchxU|2L=PC^zHZ7P z`w(Rhr47cTk7qez?a?3eF7m4AlvK$uH>#TaA#T=y1ltuhC^nj&6noJAEM^>*^(1bMIKpY2edNF__HditmU7= zgFX_;I68Nh1pfm70RR6K*LOUXUl;&zvZYd_(54U~(m<|F_Dn`*N>(7dM z_oMvQhSPJJ2|&p9PI-rN|4LQJMN3s`XM9nSichKfC_f*yk`VeOgJ+Hw&0$i0@KGZH z&YIdOKSR5NqkhMsl|CiuH&CCmohq`ZTI1~ee)K5+?#$on32?(p>{2UwzFL1F7ad>r z$nrxgC6d$(&@GSWi$dtHSA*GfsEypJ`X{vnkSjf~{0v>#BcDq`vqWxb+MyLSB`dNh z+aZQLPLwGnN_+lN0(7iPuC<~p?Mx3TXyItD-W`&;CAG;F!LNEqd;|71Xq+F#z- z`lOlwab0P}&(SWWTYC3Uxj#npcIW}xjvzTybDRDKCwlGC3+s861ep9~R^N)+Ox_Zv zpgcZ4HGb$%+EX?LXhqfFPGNM!Ib?wj^_4zm{8>2x9<+?P0_wNrbhi+-+V$XTHp={} zq^k(^njZ+RLG?$tlkTJ(LN1Scx*sPWoaF#$f9Tt2vT z5%=lknD|>ktgkX-sg(xT=gK4xv4#xS7P}9F1{v=2$Z?NU-v@@O3!Yj#??d=DE%Cm~ z>0okDaQI2t0~l6YHe5OO0K|?#=-wA;a4&#G{P)NSGV>S zaHN6K&jpVDU1{*x^61PTmNZ-^8}qN*(_nk_lfy(*iL-A@8%-t^oAIL^6^Xm3(KV|( z@x#n%P{X#*;ORd_>+|lRJJbaqIG_P%r`{-`6sqJ?htXZ8nuk}I(jZtWakv|0P~ruyh4ZEuk<9LYwRI+ZlQ$Ud_Gn5pmlTa5mbe%*Z(gaN*&DKi+YnS zdy7#e>uKL$l+Z?h%na>%t=e)1z3_VHtsUrWR{6dOT3qj6ijA+(g96u`l2Mz}UpQUR z@V34Es%S^r?)sys6MON2HJUUyS4k^0fS%6k{9A@*e2w9bMmyXNSKFdDEtG@^DED~j zr+w%oFF|f@TN+rrTW_dGgSnlaSpTy#w$O?i_a$<{v0^h7%0!)R7_Fp&Rq^;3-Bc=U zw$l)c6?1_v?G3YUK`QLtZOu!vN`<}R)^nyCDPVN-efGiIDUfy2t+#q485A9F6Lu}3rflGpj^Cp=lLZtl_rrQ0v*7)nOR8!g zvcSdrDQC?<76>_St=OZI#{YRMpj@W<&kv(Pm#Mi}Q3KW`Ck~WDP?CoiO%~xQ6F_^Y z=tlmJ==3H75%{JDeZ>FGP;bbp@ba;9z5v53C)SM zzAWgtK)KY9j$J)oRf1;RmJ|y`VL12ARkY`$neACrUCnvNE>w4w{l$;oEC_feZc~r) z30~QmiqbjdRlB0P1TkAR)Z+aND-SBzP+q&%lLg$bjP3eSYOW!+$0%LB7=)q^EL`o) z(OCNIz2{Jy$IbP-P=PO#4*zv$0cXqheGRCsjBsNrT6a&&$ql{v;nse2w1G4JH4i#u zT;aUlg?TA`oC7HLz`~oyXzXqdmoRip^BlJYnh|lO`5Zb8w_RD$<;AoElbu<>CR+Qp z0S$Hh=$3|7zuG+Ljy^wk^qo5Tr{acDG;7SUhz6Gs_b)Eu{?IV7Gx-&%2= zJnhU{G?+s5DG?2Pp=aWOet-MT%@*a8Xcq}Y_bDAJ{}=!E!f)p^%>SMG{z){>AARZY zuoKozU19J16D6P8QT_{!-9BpGgzl1e3RFWMa?~3BXu*9?T;5(&l?5{OtoQkEX93l; ziHYlSCTMjox4!4hgcqGwRJq^N;Yl^WTcz&<=(Kev_;uf9m_&fjoFjd!aPAEe||Ex?6TU0fK5`pYycl0WYJ}dnRmO z^Pj6ILesRYSVSlAy<{pT72ci)U*-mzx;yhg@S31kL2n)mbZxt3GnfZ!=EDBh$MT?I zCpCQ~cOo3mUT^W?O@xd-8{bR(iQpQ%yM$dJ5qyN-ZBP1@2T2{Xbb;u+CTpfJ+W8^# z#-pEk@Vs;)cAP5_uB4_=U)oB5+$s|(&DRNVXpd4=M@SxY)p4DWKbHs1f@3th*6)LA z;h$Im2MXA34)(88Qy|$k!1_^sE{s(#O-PyN!cvb#kHe{4$W^_#a+NI?=F{c5d+2jP zx9NDL^0r*qlWvBs5T2)Os5QPTO-L>#S zU9bB@Tcg|aW*=#x$q#>ZOQOBJhiLiG;M5>xHZ+muJ$Y*@2e|%>PfVf5-!VxKq8Uob z@o&%d!KB3J(Jci}V187OD_n_rP=n7yIA z7dpcCQpdj@xo--wd58d&He})Y${aLL*g{n}gr~cZ=fsdy~X9m$2 zXD7ubG~?N3YB{R5MVie(-^d?TibDPUE7H8ssmBU))+lp-zmhiEH)s1m3T>rZp5sFc z*dvtL(S3(G)2YzH6UD!Ot>-|Akd(?0dRDAGy$R(!e|5eb{UI}>l8LS=2V_K{zB;Ub zywDq_IjS~j?hUa_ZFI%s^&crzFxcP{|G)V7@0si60(>p$-1Nu!?@cdhcHX*4<7dr^ViV)@i)*rC^}(|>c|iJ*bbF#72H z_xxrwM9FKd0@c!E(9J^mEK&-hQE^9sb#FB1_DkJsXl}UrLmkv1X>?s06)JGj6F|2= z-+Z_i<$6cjphh)EkLb^=sO+M!nQ?OXg*oJ4Dx zUR~ip=lgU@x1rk-zR}Ds<$&LYr|}57*2Pfv7WG_Dp{+vup9`2|qx&zvEQ>)!KC02( zM&FuBnT|F z`_Dxw87O@UFXi%*!Oza6kYy?v-g?P-&T*yy?e_b%(`Qn^<>EtzUGgcwV|eeNxJnAF zUtjFVRZRgiszrttlsJFlT0SZlz{Y$R6{^;_t%q8rADTUY@`~Iv{ET@wJ$tG0(7oM^ zmQE;hnET_4Xsp9YZZ&A7AE2 zrGl?U(x69{>ArnbN&)wPiP+~T$AEI^J@n~2bFrJ~)oz{+IrLh~XI@TpUxJG5lwt}n z)hTjTpt=ku{nt^q+d_qm=wv?l=P0B=)j7}IN~k1p=_oC#bNkKE5UxYFG*O}wT~5hp z>_nR`*pjO-&!4ySW0gh7Y|@5`RnV9ws8Ojd3 zNR332fhuBFk2aSKMjUL_qL0YnnLzke`j`w!R44q`&>3rT;1Js2PPJ5y_I>3r4nTWn zi522#o#Bhh&Jr?MNeyNiq1Pu47!BY!Y5YD;>ZmMN3tdey8S3MG?jJ{a`AZ4+ipb!k z(HB9FhWOhBrxcPw&+Acx4tnda*V*H!sfwTS=0h?Jc^Z$hW4m3(zH<%ZMMI>=Y%0hQ ze#UjEyOj)FJDRz#Q73@A#GK9awFH2LInLi32_T>4J2Bmo2sHKudkmi?f$w$GjR?C) zIChdlazr*7Ov?Hghk9Z_Caiv|YdsdszUkckRuczNcWdiPkCLFhPdRI^CJ9a+T)ow3 zLV}9Rb`aQ$m9eRhN z`$Tow_7=Nf$eK0qf?Kx1N?z z!8$Ti&+EyNz$}wKF7zS^yk5qen@D5bk}_4>(RJhRN=w);FL%DB9_vu;IYX@LC4ryg zg5B=;dk~&a?e!R+ql52G|LM6&20{O>Q!56EFspm^Xw}_h=zK{#7u=Hym;1$k2*!AV zao>Sw<{$1tlyYW1;9)k|lFe9MFFFl*PzO zg2BE==Y~#_U}C;ct67KyGa4`Ryit`g5f5!a5?G07+s5$WI_HP1Kga#qH35dGR;;5wmx1*T+7y#;Kp6e$apuv7T_pIXwDrOsRcIyc7}!Yy>u8&P zF7$N7MH8zXBzO}UllXy!1PQ);wM6vZXHyArROKlR>s^$trs|Fa&Xb_n`-ga(1P-gt z%={K4u-LX>|9+GNQj_M^C(Q2w$FU=OztY9SiSqR?lAq(DOqcYDmgWw;yIQAsXo3t| z`J*1Rdx9XvFm*S7cQCw7+1fcP6bkbDg)}X=!ys0Z`SzQFFrd4|RhsZK3<5buMcZk^ z!Ns5I6f;XW{9bFU_=}EbCwD(Z+dZr9UPI>}?Tqc)j%^v%vMT0q(4fBc? zs1!u0)>dwPTnU41bNcCG*k1Jg#8ZfQ5i5MU*Ew)JddEo>lW;g{e|~&*CLGx8`Yy~Z zM*x)z<5+!26rAx&9`Or}0nUfSKh@oFK;?aKQ>WM!Xp1R1CoXuwc)McMpOe0@LbLwC z>y$r?M>5N6@CQHyN340&AtJ~R^w36_5}`nje}DHaBGk4Xd&lWPgo^jPk7dx#TB_r7 z?nDTRB(TJzarQRezubuMjCZdCBPto&yvX57gsL54BJwUoxThgDoQ&gicD&}r{kpvB`N4q*qYd=4 zchLLlkygTJZ~r5U&-Q4biQgEyDWG(_598UV&ADqliIC(`sy6DxMFL+5J?vV5oOiN6WqZtzA~9(9~c7N#Rry6%3}ys<1Z;+=EI>S#WOkheIy)d zn=lE2Xkh2uv!r@9lyIgqzG#B1VCM!O z0>c|6&kX(q@MetLB`V@dcv*g&ndv|haD0$ZaC>4+7*)I6Y1(?3aK75^yZRnQ0#*J& zx@OAUD^|r*`pfAAh{zA!_ew(z7MK+Fu7~Nsk-AqYcMx$zamJmlRas;|BNZY!?^5*grp;(QT;cmuELA3TiShXkdH|4U*Z)$ zp&m+bdMo*JPBQ{-ej2$waV8kT;tn~^EZzZT*3))986NOPM6GPO7^Q zJR(LT#rB&MENhmy*UlXQjYY@jA{G{Ky-1||A)gcYDX$9s?DBv{HyX2^EMK5IJr>D0 z9{??%&(XB_yAUdP1M<_=ZxVdFzgde0+7N_1L})1&EC_bnHO0>qn-KovC~gR}y+V)` z_uE^4+lWxewh@wl+KBM0=~-PPuMuI~Vkg(1<3@z_w!9m5{6>UyDLaa+pb=sJ`GANU zB1VKKQ-2y?oiQRX>U1dEOBxXlxLZwS5{w9nRyW3|6^#h89J>P^s2CCKd}V1VYDR=3 zUI#byH8D;md}&zQh(OF!daI{rL@-!0ce`J~`h&b3!*QJc zV{d4hu$_K4`no8NqtTtJ%ZPa^*_scn>~TId;ZK}}Mg&#=fzvg&uMixE`>DiZOb82? z6~Z3YnG<3@Jbvr`!>c3H_RsPz?+E&xC>RDt2cB5wYT>_D&M{Z#S^C^G<|OZ7bz>~be$FO@0Y5g z{D;rwlja{i6AFaOvW>OfcWnsjMc>s+=-ddD@*^$TC;SNW7ehj~IRp_jBwgh15~D%X zYi2d9CJYS3>^H6TgJ5qR(PGb!J5aY=9`oDT3wnMneKbyWg;vSvqhb4w4JK7G6@0k96@^Ldc9B>mg}9h|{5crk)W2jmNE-GeX0ly~Okhb#e%B8H%~t zPzQsFwDOVq&w;?48^swiuJ&I5J>1J8)CUeh2H zj=BvNoXkfJrJ*_C1raXK$WGSQ62VzH_{iHvd~d9(@bJGQ!V#%ZIoVD;e{VE3Z0{k0 z!SPQG6{x6Bu!IvTA4?Km>&Ev@v8W&|p3|Q4#q~Wn-jtfFu)Z%5ba-zP)P@4!=krw6 z>qGvKtzRBN`@t8Y)~r_#&U?Yd`DQDhJ8qCD`O1DIKMux*O@hw5$H3@hW?}WcD4S!ol7p^}h2FFurd=bD=sMIzuwVn1aLM)qiJ5jIQCp|7J*l-YFcYK4rYKa}0;k z(&EEh=vQ49@@I!|P;y#b{ej;6zqFUQs)%+rn)558v$4-!A3~38yHWfJ$g+7emKhAIP&@vo!9>!+h z5X0}4<3~Oxm50H9i|b>Vlu)qb^!OeAH5kms z#b^$nOSR~0DS97MVf*RRVv+4BAXXZ9=h5L5m`|tCz1x}$qODW9JSWv*TZlx{MtU+> zUd~gIWV{5Hht?1Nj#Gs_?Y~{$#w7zSEqCnhkYvd0FNp1SOoq?r`mM$DrGRQlLPmYy zAUtzn2r~Ch0+&v8M~Ux=a4z~;UCpILsOi0Wzo$9@^4GTQXjDo7S9VVB#RW207f=U@ zG~xGk^TD`gyjKyo2IO+`$RMRGq_&tt21aX|r?%)WEzUSeG*k2&g$-5DTwGYrCIel$ zjnxb)*|EQH8vVPzpJft_s&m{kj9yQgVr@WYjO%T3&>(Sr<-2G{cu$uxYHPxJNdg_o zb^Wj#U1w`qn#&>s!$T&We$@KgMW9<*pkh701r^bG=>k9{>RV{}k7EJk}p`@}a?rhH8 z*=Jv89p}zj*|L(16xEAVM|2S0ZSvoA5Z+aXrl@8b4H1-JBvw%bq-%>_kLFwZ!ZheY*kmtCi z=Z#z*G&*f>X+Rd-IIXEDp9kkYS+7;7=7Ctn2Db?PJTToMWzjdtf}8&$y#r3BgVmkF z{V_G^z$d5OZ6L}9(Z&Wg)sqdiA=kP?ir7$ihpfA;l??}cvOgzxv*A{9=9RWLY{>g0 zL3ZkAL-6o~ur9K;-!*V6a>2ed=Mw7o5!GVe=w-tXbz)%8Yc{O(eGt9e)q?t`2I>qyvY~SG zHDkJY1_1rRu}8|8AUz&VqQz%{(2>0pJco0D!uO(JLO2)39>f}KO3wp&UzK6)lXBd1>g8{CJhE{rS)Pu(qQZHo%9DHOi&pxlj%Rhgw&Ik{;ijp z@NM&feTmnYu=?wEO$Ck#d(Ks{0z8@UDRV-3zaJAK&y@dnJBSJVY!~UxiA=Dd4-M7S zGGR+SuTK4MCcKI>!CgW3cg%O#b#gzd?<3#SCiJ|nYO1JQydMt>doly3LKETs#{iG> zJCZ@)ILo|Rjt-YcxSAL&I`ENF%}x%|;o$8v+h45E!Nl`kz*DXiAjOMc=-QM5IZrQ- z^KMRot4d$XKcJZHq;@$UIpT2kN#({AU^zUFutMVpepEHe{iVaHHtXplt8^IbYJIk6 zo(`krU#WjS)8QdKB+=<39lrifI&U>Whv&7rzv9N}&@H}FK+$vx{MWna_F0huFH$`R!n@OeEIHd$-ok<#^;v?$KiJ?#&|eNP z$^tR{H-fv!!9cfO3Z8b21aFb!-<=^A_C;^1U1HH7xc*wRL{B2bZSZ0XiP2$Si-SS` zBRc4wp@i;Opo9A+#pC6_=VzdnUMCjc65Ee zejT#L=IC%o`VOw-8yx~vJESd;+g~Q&<&au>k2MC7G=*n|nJE9&ZjFk$QJCg~~cP^%Ze*CQWmF`H8CXU(; zCq_eenVP%Y=2-ZaCKo*>76k^mTo{fqR;D!A?u7p-F&Pg(rxGvynoEQZv#c#UrRZR-O@B66P5{kw5|4*VTiNHaWC>?Nusg5KqQpmo;ZA|cwPaLXlR zUB1-XD{j<25fEX4lrtMn|GFg-JTydOvyjc@XAYi2Iv4+bOheB6%U{}v^71+*pYs!r z1g|OealzB5uH(3ON3tSex|-FG=|q9_XK^)7jcAzuxA>+qC)JTBd@+@2poMJq*|^yO#Qf>5UQZD<&PQb;8sJ1F8>JVAvZH z&u-JS^T5lu{QXO+3xrwOyM=GVgNpgtAZ~6CXp~tF@(}d^=f&r?_t)Lw$);F+c{3c$ z?e_182yz6U`nbd==d|Ht`#Gs|1-97f;|!A%Lf+U~V$?rLvp{Ti<~MFJ54|T6{>n>H z3DD7SFVI4f3V%QCKA(Ff8pKBIHLl1+K+eqZl>K_4FtniF={T8+dFp9P{GgCwB;Ip6 z9!Rj(Q2g4*hXj0DW;Qa`B#1F{9rHFN!3eM9*d}8V6pOO7<&8-2xvcocO+ym2J%1@xH7$gQX44>g`4!S$1(Nz%w)Klke<>62i&`gZz?9tjG2s6XtGimE27&rXw| zp8eZT3CS}PBF{WUf_o=@8vdOmL07TQA9rL^$OK^sBZ0WDgwtuH;{EZd+q$T(KB(bE z{&P}p^f*C+@40TXO*$m_ulUb;$#D{#DN{Y^p+y2rcA$CaFbTq6=Lmxmx{hn*C2JBS zaL?}03D`-317j-#+qp>))%2|N5EmLZUw3VV1LY-d=L$jE7O)n>wvwPHxzFl&013Wg z)o1`2Y6ItLG7~~z=+TbKtMU<0BAY?wXp9CEm2PjBPgGdi`{tQvY9a)E`ZgA1NWng) z8|+Me!+>?cHZQA2H_XkY$!O@0A@=PSXT`|P3-F?Krawpk2lYhj*fK*u=n9klQr#2) z8B$XNacKSYg88aObU*&J1eFS0B0(shDYvN&366i7kgGH&LI3)FMGrN!Pu2SsH*O+9 z#@UTM?}v#XEG;W`_bCzHI`DsZ&`5;h(bdy44~d|mv1(q5;*{-_AngGnh~Qy|s>#5( zJRYjviifr#C+XI$337O_SC!%ZB#VcIQr%sN(s+oaZPBul#Dk@slYg@W9$qAHcSee% z_vTC7z%A@_!Sdi=9+ahTFX|C8+H&ox8{^}=V zAw2NP)Z9DDhX>lJu;nfPa4>y+nL4?MgYsfArrK8=6bRjG(wo9T>?xsg_5=?8YMPl} z8N-2ds|T}Z1P8JQ)-mdP94us&yf7O^w!|FR@eT(U6^|JV4WWFTs*iF9aUj_qdDe9R zX;+>e9FG+~#;J{$;qmwxo17v<&M^)a*u2VA*Q-KV;7Q1$a8V?!5;CnpzLU*SNz zlmB8&Ck}QvFW4LZhlBO-+w}q+$i17b`rC03#+Pb%w+#n)#!l1W7dX(hdZN*f^fQTx z&_eyZo%>%qqj~prXVXVf-nmm&B$YSlzF#;+Bci%4(i!RsNG>|1?mKEfDw!?DkLpVG zt3R}_5eGp{yzK`}aKIY7;CXA=6&f!->oH%v2H9N|b^Ia@pea;)$jSUH{5b5hE=bkD zt{SDqmma)=)$FKpWSK=nf{?A)MOp+TChvHocq|OWm8hkikwNfJIlxgziwyqnul`$; zCxLf)%%t5A5gHtw4NG4U(eE;zz=JG)w9h`ciwLSN)kW{di4fsts>w#*1)B`bm-#Xz z*xu*um!L_458f~5L7M~`U3DHy=sUwuL&qy&5|G-DnL8;HVfO}IuJ`KxK;-MR;Zt{q zPJu&1%u-u$v-?kLcjzgM)|szYGwzD*pIM44_a|Z^`q|eeMN?qr0Yx7-p8!K5q4?Y_ zR5*+iP*13gf=l+&tI=E(NEf|y#pY-b)T*a>&b}wYV<90cc5MJ)=M!|=!UJGA-uULX z&;VdGFDS@gS?u1}f*&XR=;Vfj4Qdf4oC1lqf~n59&pOj?eo$`nMxtw3pwH zD>DKDro(=?b4Nh)uoX|yOA0(O+8XOyPXV{7k{ufNC~($l_ECN{1@5#>YFi-<2H(bL zA+02*j7pI1%+vb8Xk6J2Vxw&h1uiiEd%cAGdQ0x9MlA*6IR_;VB8Td=9OqCwYlCh} zAu>CoSn~pM_~V_B&B*5xan|=y9uxD>zs^XnJKW~{$m%v~Pc2$UlyH3c3X;dl>Dgu^ z{)hik-CYWZa5S>6BiH(rzX>57jl3$`t0=JH=?#21ax+(%t06M1UL->U**$ojZ~^IZ zr7!;ulFTLCyC2Qt-yB`-WDX>Y(+^M7=WP6WQ7ExR6f#6wUx*PpimG`L@Eszyn<3DvXKE%Jglp|#%pu;v>o zbaV*PZa<;I_ai%RsXnB_^iIz2Mh~cPOfa3f)Bm%vB|1whw^E_z#d_6JJNkcK;q2$pNdb_Kiu{q51kK2>6wP@A7kM@eXobGcQh!x>I||u6af*Fg?0YkL`ix{M{MkF<_UtG+*W7F4 zIjfck1LE_Hn1?j@@iqRCg4<1)QRqLG{*4MM-yOX=x~Z_ft|M{iH5G!AYKR|DoopFn zI|7Oy@jq#P(S!O!`pmorsnARiFb)_&{rB$ORhpziwk&Pz*GKd|ZVXybou)$X^rtot zPC3XRnWGF!KJ_ znHD8vWY*~E(Qzs~p|?CuMutUK96N>lP5Pa)Foy2SzTc~bNNYce#RX)TO zeF8bkNjUg@7|jb_+?0>JFI>rGgVeOqs1ZRr4s5mh{f-J`ZKB84|Hr9Og;vPboywOU zBHu-oMDU?J@AxDIg^-j{L4hIEo_8wL^d_>>1dH!S^DQ+l8LW1w zGL;Ghm*%kBQdCGQ|HOUnN*wTa3ir$?qH~ITefNBBG zFNaD~A@j?v&z9)iTXC)Mlrkj+y7(zqFCR+*U5m3yKX;_S1p(PRWgAjpg8pUa&p&i< z{=wY-1f9q2(nn4NqVxFJAGt?@Yv}nCKW=suoy#v8WsOy$^LR&ef12ze!{27GPi*+G$FK*G2MBRV!4B&=R(5jSRo@uk*FyY6Ly>1Ko7hm*3v$)K>{Ff|Jv zH_=x4k*I1@a7msFGuK(GvZGeIsG^DH{Sf>=)lF+7C@xzq-7dJYTjKdc-TE@6SeFa0#(+bncW z=N?)>aY_{?9E+^e?y|KnV!^i2BMdzHt~@SkWgDWQOacOgaciw6fm`vSEN6rt>u* z1EeQh4v$D=fm?_P{oaNg;J^Idk!x!%oNFA><^7J{PxGSL08w<#dCLgcpMahh!;w7t zwN$8^|B~#vEe*1X4o9rxnV{;%JEYmof*cd;ii3mcFl=3{!Kz@xZRwwV!dEkZ^Qr6} z-^C0#P-UF-lb8t)-_5hk)X?*?&7~wWkq))KM|aT%=@46e?Q)1<3dsCuy3wbT0&yo} zmWQ2Epq=#ewRlVlNTqUoF0M?0-#0y&y<;h$9nHP@&%sn6A1Alsl2ak-uGzMs{S1&8 zR1uo$W55Z1LH^{@G>G-DUNRMr0WoXoEW7?#;7|+^Q?f?CKQjgPgwUIypRqk%-GBzy zigmQh9?-zC{cO1QEDdz4HKTj}(jZmd*ZLP{Jf!_-*Y8CBh_{sTMC#~EUWork1HwLy zdzouA$UAp5Luif$jpwIs-W{Pqbtm1O@E;9sm`J&fG|}KoH5Wa*h6Xzd1seMA(xCK{ zgi$0?(`onqg=#eZYsPn-P8x_@$3le9#sgJDTCJ=m0ls_+^U6Mz3>t^uF3B0CfMdpk zd%`CeU`#naTHgsNoJxJdYiG{}RE%R_TUCT{xUd=ExMd7X@Qw za>8y?u|S<~vCh)D3G?R;+r7C;gKu5)n``gUfahh`Th=2QSPU2Jwn1*aU}^oYkp^ng zB;E2_8r&pY+EiCUgO_3P(}YYKM63k`DyGq3&+Q!jU#T>pGB*_6Mdtnb@N<<#gY#RL zY^~9L))ITY7&7rN^!t~j+V%wC-9;bJVI+b>hQLS;I~f|t9-c-&=}>>@+hD$4Ah>Lp z?wjfkg}EF_HPvnkw3{5D#wtfbXj6af>RKc`y&iYc=3*4YcO?vF`A0$NGiqiXISOX9 zK(zv?_dt2%3i6{}Uin8-6zoo=6FrgP%SsYr$c(~chj$_sfA9)z3yFe?!?qh% z+cI%~Aqtej{R%!kj0S$*2A2eZSP)?hP2Bhz2b%8A-u4I4{q4O_bh_FR1|&=V(SGCL zx_HOLroFx}Yk1PC*@OTe!U6}bcoU&%!gotl0SUJ4&mw?zu*W+XR7cT+U>eI`yBLkRutL z2Tqs;*^}Xb*RvD_l<%dNQsuU*WDs?4Ufh0#41>84Eq<8{?%J|}O15P1l%Hm3Ttd2i zx~pYFhA582pB5L%ut#V! zR8RcpdDDqhGB9VZvV#ASVR(Jh{odX{xH)rv)k-B8?h)+le~N~}b3K}AYIHbMC+$?Z zAQAx*Jn{H8VkCqqKXSI)n~aG#(1#;t6EPpQ9LG#o0`{nN8^u5;4k{DzecXWF%Lt_x zwC6Nvt|q%bbxMTZ?i%M_bvk(7ep>6|8itvlm8aZoAYsMv#J97Gz8G((YozkQ8(8#N zOub6R22*=J$=$Z9i#7jRIr!w+ZW#Z!YH0Z2DCEU5L+@&z05!XnH!ac_jGro)i%-Eo zZO^iCNFD|!6D=(aaxiG#aqLx5ItGqbGY5pzFz6O7#1omQzeu*WBLjnTUj9*PYz!ol z|MFEOp>Y-Gsb*nlUYig3N|i3qjg=+VHMM|ZWZLnyVLMa@?(x|wY=p^KD%&obIAL;z zE-yHOys?dC?!sB}WUPD_c1&%Mf-O7=pIlps!3g;iAtpI-K=`hCqKp&?nqJX`k=DT= zU1OXe)!_%t6=dsw2VBA9QJE``j19=SIC3V?Ps8~5yp6-O3P^1Duwy1k8uA`Wa9)d+ zf^nlwIW;~~AVK1LBbJR~)3CY4I%#l}Ty|fslLZb3#+^|vc^LPynX%iX2q$TkPw_rV zFwSQc6QZXK6rRr;{fd==W9n|h#a3l-Ocvgk1xVNYmE|gBXr3=-J7uB%=Y{#namtXF zjXQbTM;T5=q)~sGpjg;AwTuhpseRt>5TFEkLPp+4$%-(3U0~+Zj66^@V^Si)kiKT&m)}j%9b`%&x~=z7ebC{BA~XOpCWLp;Pj zZc!V?pU+jBseRBqc)tnr^= zf8uB$mO1pz(a4E}36bx4WsC=43=a{;Pssp`F2uzA-w`lwfB18zjez~|D4=Y7PQYqf zV-`}8j|X0==)NFel^kOylTrWB`<4EeFA13IaA1ExCjm?PgPoguO~7u!abjMvJDC`db24Zpppy3hBeCChLyscKezi$URKJ zJZ;oQijlZo|F!77CtzL|B1a~X{o1|_Q6mKG?)zyO*---46{WuICGwKp{7d{80lnWA zhk3^dnB|?7p4&*Jzh07OCI}eo6@SkdGBV$2$#s%|Svl`csz(lnRnVwNr6)F|eAGW2 znr^>>@|X;7_5Y04na!2oqL0?S?>D8>gzAaRnQBu(adM#^Zx^!2pz2;c8lREy=%CmF z0lU46Tk*v40Id1Sl~Wx4BwVG1B%P9;TP`P?4_ zr8h=nGID22)Oj2s?Okr-#bHz6s1W~U7xh`!aoQ%>n0Oka_azrad7ENC%Gds=9 zKE`%r$5~)|xk#+mDho_PT{2Oi(E|G)00030{}k7GIFxM{0Px8cLbgPuq=nL=qLAFv zhO$wM;9+Os$#_K7)B5}vQeF|Z&4JjSJ^xyOmJY(j}p41?U5N!&U=-kbbR z)f_2>K%${7vFTw<7-{5~9QC^tK^&APHFNpS!-lJd{fj=c;kK;u{pll2*xKF43>|Za zrOdSy_sk{4Q{yooyVqg367%+9iz5!nle$qAv9XOyiPE9S&sSa5NSpY=n>rCY zh`jjQ>=-u_BD-YO;*;J-iE=aZl}L0roH;mpEbh=L^8KjX6#sHI9Jua1-WL=M4JG^< z|5$;LbY$epJ?#Jpf1&qImB)fBmElhOyICNUuW_t<1q8MpZ?c=URz+f9N6&$|z2rHiv5@cfnwufJ$sGAliMa;(YYMy3!mEe(c}lJnbbPwwsxAWed7*KfN<$ z4hudx9}AeGu^?EnVWTxllpHc(mI*KD{_Ix@$9m?{q_A}-U`QG<3YaQ9qs(B;Xf~!ek&7H)OZG*hkVa> zxy3@V4Ltj}&=v$2tcuIFi-etaQrp|FMSw?Q!ZwA2=iyXo(S)koIXIj-_~YIe4&=Jk znOrO8Kv_e(mv$NlRy=z)Yns4;Kic}X`aBLC@R^GI8P9=tpGHJV&{Ztok!*Cr=-!!b zbjhhNNn5erlxJgC5c*ASQ%f?Ms55#e1ikU`$V)@i)zi>|57n*tEZ<~78i^4j68y6D_f{n}q+IMA9F zotJ^e(A?~istI?WA-L&?Dnk zY`n~Yro7X6{#Q6)+GC$3ki&ru6Qw^ZFy=|*3dm>S{(s|qao~$Vo5_P}+^-qWwKM3EK+h#@sGseoa~yQfj=;B?sO}w6osU@mR>I1W zMAW=u!Sr_Ye$It~50xD7Fj`5EMO&pJ47LBS*~9-nRd68Re~Cysny#WHu@B8?D7N~8 ze5lJWL`Kb7HlPV*05K$o^T^w&j&9Be0 zd~lNkcLHA*d!fe0asn$+>DVL3UX|c^-%l?+j}B~mE2M>b{9bDN8Q)d&PS@KR=!U5_ z5o45{?P~w8hy(hEY^q97ud8<@?9uw(aAzr$S`%`=zK{bB;s$a)sD4L~+bXnOORTX2 z&*eyr`64b_#|`w*M%U&&YW#8o-<#Ea$xL+M7Q?^OKnv;~nZ3G(`yUg_i$L}GPCMzL^enC%A3E`3 ze5&Uv2Q(u0_4T6tD$S+*n3oLc6x2WkGFPzop>5Vb|ExwAiEN&Hi}jQo^3|fyki$pU zB;h^#^3ioo4!(=_wgl6Dd{>DFe(YLlhx4&*S9|p@94b3bFZDSR4w6S-MNXdxgVQ!m z&Y#wWg0A-8Vu_-&z&Dzn>8zIs4;>R_6iX7|!S~r^PP-D|uINSju75n3I+V9qqLT-k zzeW?Pkq4)nc*p99#Dr0_Vt$YfIWR+%z7{x%63T$d?DYDub^5+jzi}8yE4+jfW@6CuJOi;~*oIWwcW?7C8BWr*%(9 zLrCCR)rZ+>AjjN&yLTiNHds3zE;yA6eZKqMZz`lh=rnCAb1VhsHe1<752QfLI=|Mj z_bIS<_ZK-WbjuTEx1YT!aQVYmZV{^5?QD?QlLGcDMST`^rNHRV)fIMkQsByv=Q%$c ztS2#Gk;_enCyhHf0_sW7I(sKEmzw}F7B*pZ2Jw)7UwZAUHPPTO8P_4zE|V%H)$8otIwm6jHatf6 zY!Y+NLHBQFDg>glQ5p4z{$HM3erg?h)KE@F5dH9Qs`ed!8fa?^P?hMVL;Gan(QUTN z8ePyAL6?%~s5EP3tpaL)%`9yk_f1b}dq69i{7~ym0jjAWJ$xR${=vG>0kt+cM+HD32+I_$l&JJHfK1Kh88al9omA$o&i{w0CSARA-3L`NbU zqV^Q*@>7TgujZo@L0jV?$?U?u!)FtK|AT@;>#8IuxaCft3`&N^@-;eOngZqH%kuaN zQ$RA5-=q0a3RFE$T=eu=3Z(xOXPs|NflFWaDTJYME8GnO(eB1teWB+m@Pjqaa`@cHL&DLW6iP@lLI)@+=RQ*m#7$ zM4OxW))%7ZY}$XFLbp5#ju1di|2l}&gz%uUbj~mjt%??_J%`@Q_$_jU&4X3RXU+!3 z;O|b8u$O2V4?b5_Me)x`!2iLYBwHgBVE_HTtjYa};C-fYKuI$RIL}&oelWtIXK9g@ zvIz%jm!Hc1^Yt7UQy|G!iGbuVffHln5um>P*FP6WE?m3oVh+h%aG1lJ7jTsehJ7I_ z+iq}SBzpF!Gy23Qk|>}DcW?t9<#Rzv|Jsh@XjH1ygWl_0h>34FV~-~DmmK?cjSF&7 ztKXhSyG6D3si38EI(i>rzg^ych3(K=CkpF2^SGd;sjtX~t}FZJaxRAp`G*`Heaqs) zkPti>zsLo>!gkxSR4y1h>j$YMav`Fk5BVf{u#&4Fy8TZAXy5MI5V#^4 z%ByXZqx@1K`@>o#ll}Iv-D^jBJIfPX9-2x@Zw!DJLgIsmezC#t?*31rgacU|i#lfW zc_2FFHB#%jV7Fj!ariARsQgf}^J?RQ=H7bQb1%6dd;gT=R`h;=RL5q_>wc6f&Ti(y z(-TH3Tkdc{dq%8BANTeC{;06FG%g%FAX1+g$%Q6^ur*q2F2wb}WETcD@}ZF{^$-7JaiPQMz^nQYF1+k`Id~uUsnW>M%lsV|THL0a8UB&rYJGrudp-)@ z2vkHrmydz3dj{{1FOCDR88OH7Ej$>i=@dV<+z-A!9&`O%6aesVYE44Ks2u*(jE?7yCqqd8$9eLH&SCi>2yc7p+W zM?14K4$FVvdOK>A83tX#+r_V?guwyzn(s2$KCkKUqsWLbc&g&0>lGdb-cCCoz6%Y5 zMOj1X!RRX{Ys?TWH6`M49IU4=^S&oN41}(7zxuxkgHNd|9JM^dVZ~9$wMWA^!1xga zN0*!j5B1sjwd=Uh{Of~%*|{i4b<}HbJ>~#Sx;8UixvucyuKbeec26iXtsm(4-~-xT zp-N&O{NNkE=m+WF{&4T2i*vLWen*8TIJjjn!R+Au*1{b8UR&kK{(vfeI%}$r&XJ${ z>f9A3?2Mf}wj-MfvDTIJu**zvwN1;f$z;Oop0pPAi%b|!W|sfCz=UnQdk+QBn+v}z z)ktSTgrVkkpEM>k7=3D}N@c>lL5~F!DNH!9!6s4>y>fPSqiQk}dUaVW*(Ch#3%+yw zR{|5Ha+R%Scue@VQ|;9r)P2Ox_j)|eFEn;c4}HNs<1mEvZaN*zI-HB&orf1n(fgPn zBT^*Z7si4Gw}*|bUj@M9=BY35R|Ugr%IbNi85>5b3jC!r!l3rTk{X5cv1CbqS;&|n zzNdLUj}2TRi10M)S!7Kdv@sWc)Dlm?|BwE^zd|CY2@iGendd{~UT3>cCAt#*>VM`> z>GotuRn{UQ)R@o(77bbiEFvCE$*CNpZScZcY0ekH44AqmBkGu|kN3!;e)6sX3~9I< z#f}<)q2}(Sj;{uwTAbCt=92+X;jed`eUAPV-@Q2*^Q+x8FYh$~VZPgkvP2BPYLfL` zXiOhM1DmSvDQCctum0h+pY=hjFh{9d&;Zgs)7$&~vHisM^S%~_P(75f<4V9j;2u40 z(onD;x~8%^7==basi=p&voi)Os0=vy*ch_YnzWVv8be*PLqYF66Q~yY_G_QG33!B? zQT`$(kgc1sDqX+?43omv7tI=jeZ7%o(jQcX{#NRzF-$S?QsqanKW^{r-63P(<S~Qa^_gk^(<;ob zZqw|)WeoD8g>HT&SYN%|!m=34L*DdNR2oB@&F$pc4lF-pQZ>5B1enrZYL}WKeb5wmEw-JpMW!Ix)Co`YjiEFl zGp(g-C$!B8NuGYRnXFsf=oMLQP0o8Ud;^S5ljt`e4}{(JBcf1hRG`Kt_nG$n&#cZ7 zc3b+k33V z1o@NZQx}%+1W8lNX147PP;d8;JU^fd<`=y8m%h=3HVd;X(I2|-{g3(+8^0aE)3$#7 z+g1Kk4MlUzt#B` zmqQ1S3pf8Mv$3AMWUqN3#!~m=DL*=tUidv8>`4cjKCL9-G#!SD-ghLp&_RnN<*jp| zgSuJHlz}yt2W?pO*^CZW*?XQhYSW>sLiuK$1omeW?T{Ejz$4xz-r* zc-ZE1wp_#cJNsyGBz3_<+w{_tPuqcKms3CaZab8o9VNc{y1;FB(Wy$pd3xNbT(`ss zc()e!q-a}1|4*=KP+~yYufsL^kGvsx(Ks*hP!Q1F_h()G69)1@H%|nv=E7E)%DP8R z=SX7DS$Bpun^^l?3+jI9N17VARlNzP$+}kaLvIe+kT&g~5-nDmgz5=icP5Sw>{nYJ zR7)5^x=DI(MwkgmZd!Oau*L+M6;kt(%T2&)=Uq$rT)aCG%g9pAI+)V6=MXdvJtyxI2iMabT5P$LDy;4v@;817stJ4 zeT=}+BEQ_v8^?*!KT(uw1l7$0%PyE3gU9QLtJQdq=@-*Y^tBH{IU^}0;Op$?3@vdIKH#z=o%5Gk!|torN_3?6q~#iX8jlea2* zlWCON=AmqXn+HV_ZYA&E=S>m8 zg4U1Tz7!EUv!FrVpCUTmox;9MiYTdFdRf7u$oJj_wci6MQj#HQqZULFuC4pRlfe{G z7i^Tc6he`qrBCntca|cjB!>5khEinN{9ENa!zeQU+G>-4a2$_EKHcVEKObdRjGUuL z?bV<{)d-3_c*!+!zB^gjnhh`h}6&tP46U%jBP&NU7SpjIR`Dmhf*lAXUK5viZqJk zE!TKqn@$luK}lx%1&U}~eYf<#42qmRk^4|QlOo!k)M>*@6j{}@MJD_*MHc-Mx^pj! zA~6O1_EXsuS(Ep0?v@;ilqr{#xaCqrG%(|Eeje`Y(a7oks}w13V&y7cr^xC>uKTU> zDbm$r^CR&FMT8qn)1MXKyrbzvxQHTE;+sG2D#mrGt%waSp~#(f8I9_j6p7*&cso`~ zkuUegL)YJ;h=KG6Rq8fHKFPj(o>PwXyX*YkRZt|0eN$1siXzWtFE<{nrpTikF|M&S z6bUs7ly1I5k+?ahYWQj?lKI@qe#bqEY^yYw%e+sK+}m4AZUIFK8dn|uR!5QjgR;{q z^%U7BC6MdTfc@?n-*>4I&n2+`d*?%nRNsD)CjE#aj$i8ZOqy{%OG^hM9#bUMG%Ke5 z2}NWBJN|9f=!Ed%b!+AVD9qQFe5#4Xrs>RPKvV6YL^G|JfkJNSilwVS0{ed-# zw*OJY$4kC3t(_uf$#Y#_zM{ze%1J5lPKt!T9;`O#qKNWzyIt68ihNaU6uS3@A`*JH zi+{bP$W`kci_PzFUwsq)p6;Q@R5Uy1dM}>qCHH;(?*&m9OMowS(`j;ZN6+RoP{G*8PK>O&4 z8Hz;AtxL_ErO1iqf*qYS26>*IG9bmrAPXczqmB6)neefB{XmdGYKRGY zT8Ke-%5;@&!VEG{tkLQz!XTY`YkiAE8H7$(TJmWgg9KU2H7plrkQslmQ#KL|@+6s0 zDs4W4>@J(CdLhXmXDUXHi%B!c{AC{m4P+SPkL9zXP+11)tB5~TyMRHO;@SUmhY{*E~LyL9zm*RJ6AABkBvHC&`Ji`NjLvixr#wzw=HrXTg@PKS-ZqG zsxrtvgV!6})-Xt*@bc=SwG6WA?}x&#Y78Red(T5{J%jixcs1;@fkEnXHS2OVGKfa; z)+6uK8ASOc*H~sVgM@zToL#qtLG*`M6W>wWC8rGpG#I2+j@crCv4+>-*twe+#BZPM z$}sFFKi>TMm30iVtbLcaEn1Rqq<0#}5x7~HT!!V7KOG(qV!Qv;r59|rV2~fvEBDjd z7$i|*xSOWrN|;*jC#MJ8NZ0#a${vS3$xLd8$kJy%BBGO`cPWt<&`&~33bznPsr!hK+~Ql zTw}EqXwMg4+-SB4*e$j~H}Vyr?zxxF%vlAXMY3M6JdUx&2J1p+jH{i;?&M(n-DM#) zj&{xeWu}4cG=t4&4=#c_$%${t=4i#(5jidNN#$^_ESBG1xqSJE0Tp^o!qoLTLe9_mI&z~t~ks5{j%aHVk}&|W)snp|24?CJc?e|#~oR-Ap! zbRp1b|2ht;V7&Hw#muZ6(5we{7j(%1eP+*v!)0>7u8@6Bi;{!7EihT=fOh&QSZ>F9 z{GW9AWKqA>HpO2T0PT}Qu+_r_P-m8Png24zb#I}>4|SFAJ8Fjhu;LR`#qvWpR+Q4v zbj7{auVsP#uo!4&CjwpM&KtDRac$NCW%#=@nJC zq;cKmdmW;sfo5UuBJPC#;6zsIVqQ$5$Z>%*(D@fUml%-(dQbCMO_LO`+YT-~nT7F} zI$cR7#(7^H?wU&hP1h#Uc@4$^$8SpUp=KM}Yu`vh-HYSDTy9I^xolLBiID_$s;AC< zC(K7(vS#eSJV!53Rt|L!Uvu`|d|)dI?S2(EA80R1bkykRREt9B4+&t`X3uuypx=8X z)?1+IUk$?rC4k1d9{svf9B56sO6rt2u+MHciB!ON<WCt^U;tlHxgBnIs5M#}^? zV7%{ZQCIIgV0#8syh}ivr4z??&%=F6H|hH+3bdN=eWBMyfgN$Rqt6O`J)5yj6!Xel z`s%wPz!uMK+R6|C+6C*k@)9U0m4{~u1AEA1%Sst^b@QyL%Uq!G<=<5*5(3)g9_0i+ z^hSx9e}o{=+NA^nx1ig9SoIGI0PXKCD#WgE&$fQrw>aUl> zh@H@*wZpqZ$#K5pq08R-fKJ~z!5?lRq{a5>`Z@E0N&WftO=&VL*fwVROYJ})*(zsT zIoK6IF3a^=1;+=F`Qqh6N-hB;YB4(u4h4{q>ptr9j04F300030{}k7EJQVI90B}h{ zlr8!uNs1&%S=C2nCF9OY*2UTL%s6-UxI;!HArX;Cwn#lG6;i1XvQs34j8gG?et*4R zpL@pV^Nf4lb8MWh?1N{iFzQydvja=3(Ni|oqXM$JCH4cmzi_HE@f;Q2J$2}j*Qdh$ z%i+d7*crlxmth7}&|2fr+Gj|Go_-BW4#Lt^jVaq^@*&_Bsb-~qCGb$`e z3l7PfQ-MVHk?X(;%khS~o~J_W%+`187C2AQC8A--#908tjch zcXOfx75GS_C9_zwqVxX}9C5$PZwN9@R5&)PRrmtCx$w~n*_jHjQjVV6;6jBb+4pjD zvB8yl7t~#;5cKSZRv)(grO@?2H@vO~m!}2Xsi2>}Nuv_WW=&5s^q|79z|z<6*sNv` zHKr#O3f;#qOMBt-*ls=g4Eyrc2PHdiDtI!_G1jpE5ubg^rchyIm--=9A1b8&sEX{t zcGSuC`1#_xU2n^LVVV7b9s8D9T)V?Q>3O*|C z;?3Ch@(~}~OH?o(GJF09JF?ck{dy1;21yzo$AYQw+NKVDz#ca|DBwe-f}_)Ir>!AW zNG=j@EX6kUWb&M)QQ>R0fZbPYQ*KgC6dkXxjFV$`C_cA`(N>SKpI)z*TZK^}e~`-h z8=L)o$t)wB3cXd7k|PmRu(X`~+lk%gN+5Ve;`()C3bsVyaeT*@?_j--{nOEo#`o@! zM&@U1oza7@;W1Pw`u60Acq|n*Oy`6@#G3JlytRmQ2JNiBf zbaSToX9HtlWI!;#>7EwiU9LW!bwv~YCf`{&&1D12id-E9UmZbkzIJBAs2fy>e9U}W z<_TLiWHMCey})Dhr%pb5Zi8zWfwuodr{u7Yxkk| z)>s!Y1)&_=KEdawc{I!$1Uk}&mTBG~{_@GTGa=q^Y9W@ngX#^o;veKpgS{a~)8*!a zAa7`KtlhNh|K@X423+!nXiC7A?m%y-lTI{aVk3EiuZ;SC2oF)UwOk*Nx?1_0}33B0;O2%%}zsDQ?AF{lO&+rYkV}HO{L@R{qHsUuX_a+f60~}XoDg*6)B?&Y#7kK74Y+-u~ zN4lxX1sEZ>^_Hz0K)C5AcJ|So=x<~n?dm}bl(Ad$QA()`Ds9}|SkLW;R=&J-{W=tk zWK1G>ZyTh7<;ltnNKFRQv$8s+vx#8u6L>)SYdpjV-nj1S$OOvi##d>#;*q`b^^HOg z6HtC>PgvzhBKomeQtd!>H0Ye?vo*Gif;j$$(*bOe5T0vxne|;bh)2y&8`XqCutyz5 z-69mY;_Tvwqvfb?eA}M-8CMeLFVtgs+*%U_*(N=Wp0cH7fe;Hg~w^27;|OsrY|&z=XKiD zidCOfU-0=#1BWBiJ$w^1kjp-5avytoLc2(Rk_Mx;CeOZMyK}WHW53ZLdnq+sa*76e zb{@%(vG&|;A1%MrKw6d>vVv8=cGD*v*E{iebME088idP+etCmE@78e4W0nT#>jLqd zKWL!ilss63{b!_bSaXgBJ#D*UMzQy*kN1Vn(?IL>*@OQr(BRITWJCitez3L6{3l+Q zAYuO^_KSB%Na`XD_Jr!Zm0zMk#r98;Jj)))^9kvxe464LB z`H8+a+(L&m#3Mb8wRy28n8{5CfnbFP(mZs~d+|Nu88&?L_etBWbRf@lc&uQ9`|gJ) zY@$3+_>vxVvKhccBy*g=Q2OL>YCd+A_wXw5q17#*^&w0{{T&_SD`buHSL4q~@v zG{Z9Ju$vTCGf+zhY2*Gr?pJu&9`UYMky;Dmu)UQ`|{A z`tg2qCI3gj=4<@z&c=pr?{gCWgx8T?tJi=HQWniMAE3j)ecJDzSdkPf_0&N+n9VA$ zcK%F7Z*~`m#}487g5U1FjHP}$=@*Ip@{E`97Ms=AE9o?h=W#ykzi9;5FOl)^H#ozmFvCMSJ(vy>4>{)|Np#>(N=uzKphM$^q7AZ|bXYvI zeqs*rJqr>Gdv%fy!fzpG1uG`IFcOPDPd{`-c;3dJgNkyv-T~u)s-1KgpH|y#CWQA*bFc6$zQ_7iPCg0v z9@mAlnyumc%lOKo`_2W|C6?}}RT&Dp2`R}+8zW#mWL$Dve-x-#zs))68V6km&)-hG znE;C-r}q}gr@++RQ1ZKmD{vz8!{%u#3KG2Oroz)?fh_h`gp7vjfmfo4&%YFBaCi6Z zVc+Nn6ARhn!ry{m9AfE8G(>gf_-sqiJnn?2nfB!~v{$wYh3~f~{+@lSX1#2gR$1Ty7+EcVB zYp^79`wARa`IlfTlLDSLUu#vLB*0ZqdlmlXIQ;$`o-X%|2J@;P-{bGAK zRKL8@I6)4F;`F)m@&@6cdUG3{T`wGjyZ^I!c{Uu9#7Gv`u@|PoQe1VyVNhVmIbAgz zzazUU23f-)zU-H8UNQk`Gg&9NoB@B>`8U0;-mjMQc5)p*sZ7YCK4;r-VpN+`(kp7r$j9SQdF#}y|Kqiy(17-FkN|QTO9+m?G(~4 zVgsK=$X8-D)2RD5)MNcP3<+5Kh7)VKSS5N<<_tDhKH#L<0|pp(qz%%rt?Msy3b5jB zjvndQQ{9x`Dp*NV!^(8rpM~>n{YN~nucO|oDRyeJ6;&5|Ga9WVW4Sd&KYYO^6}>6D ziO02PZ##mXG9dcsM5WCH18g}gEakPC&?cyYYh|=^}5_?6pKVw!B~F z@b+Y|Yq{u@S)Kys#xYUK+k9b>?MB1B`2dhmU(Ddb-zTNtNp@vDROsKD@jPlW1lU;a zw0HZ^KsaEJ)IcK*`giADI)vXJ;YXfxCMeUPOD$of{Usf8sxzFo?+Jq!qjFN;`63|n zmSPXO9|f{Mx?>l4;vjy@>%a=Z1mHSVywkHJ8Nh|`uiEGeh&<$t6+h~W?5 zLb(o4gRcY?)Qtk4Y~M|ViN6xMMc8Nu&51*jR7jdx-1i2nxPG5QYcCaca9saKQ=vkS zhX1n){6Dl!DR%CHK?rb2O1)G3;fEl)w?l4k7=T5|8P8o2FvYR-wsj^FC|2bY9B$Ug zC4)QdkETA7*j@a)m?VMnes-KTf2R%>U)TF)e9i)IQy$CZVk78UGns2XM1*04 ziNNLCcdCV6?(6lJs$I?cG#3t{Lvag81sBhBW)}Ng_fmi3pEkZ95{!{bT4#ly@frjb_-9#7<&HS+w_y2oGja3?ZT(pNGj>oAym2pkS z{WXeiTBr=+dcqf)7B(2;cfql9h*1dL6I){5;O587yaX7w3_y?ydgD zNk(X_s7j54jNI0uY8%u%N&Tn5`okW5{VSN#y1@?VEszX_sOOP{yK-i}xIA)V;a+r* zHisK}ZU_bM+M8EP%{&*_IFN6*h9 z^3y>`^H3*$GAiG*zg?)DjMkhj6?GfP=xd?D zHonJX^z_d95gGM(A2J$vi1T!g2i<7I{p|exjPSU|_1t?4 z_4wS6SXZak;d;7ajw;vU^HAKpd9s>}-glxs1yy8ZE=y@~s3fC|*N63FD#++cZ)*B1 z&VSmbex~{!8A;MkSO%Ao(ad8_Z7wfjL-6f;hmHCABJ7mOP*d&`$jPvcHWt$b@ z{OWScVzUiA$! zGSpa656r>yKY6f44etYMNQKb)buwC5Y4K{w#C4i1eu=+^=ZpTDZk2&;OVl7-B_m6h z-K-huIF8uCNy4_Daew~^n=30^7lhkq2et-p!2QL7hr*xXSbp!7)Cah|&djQqo`(0~ zd(w{Gsd!(+L&k%n$*6z1prw?6&*j4FkcI|(6e^l4V((yw^d;rHdwOk9VHvM@%uaJO zDb{jfTtf$i^X2XRQM(m{9T)OH?}&@Jf}jFNM1O16K$gxbb$eH3vCM6MCBwrIMNkc#WB&vU7 zyMn4y`yT&_OF@6tvbLN_Nmp*DFV9(e?>Y!c&+M^ib> z?5jCUH0H78g{BG<=_>7dqSC=Y%atKVE^0AQhU~$+yvcE>^%iGyKt?R;_#pXa)Hnul ze;nR&{!J8``)1xZvM&Y^HDmHh}X9BJu!_^>` zBab4HMZ)g}^Xt)Qjmc>LbQag~Fl5y8Rvc22iB373#6WdET8FO+GLaKsi=_pTi6pwi z&i->?BC)#3N4hRd6kdJkqyV-~sbu!9GZWG5h+Co^nP~Zth38Qc6WPuW_&+ycB5jkM zssWlz)bVy^2StgAa$l4Wr|)B;yBc%H!X=o?65ZJSeiMHxp zIyaU{h+vLCcv%8|d?JHc<+5RYz(Jk_hn}!;dSnjjwMxe%OJsp{aD5UTsAkDlu z1}SXHwSF5Fi#UFT80Cz{qM8=xU(YwkA+DOAj0~|jwAdS{S1uEWx=zY4M^46}@Y0GW zP0n#hyo&XraAO=AGI;&|w-E#NKhSg=R%Ie7{&f0tN<6aVA_nic=8EdbMY?j5-l)6R zP{{R{4>BPQAf0AE#AmkgrN<|KRBe^he99>R&8#gvn#~MAXKfuqiV6cziDFfT+wB09 z@b*Q1Cyqr#DqRm@MX7o^2?YVj??A);*;@hV0{@)uHXOgJFEj}+#p4*VYLh(ysQwDW zGu0{(?P#`Zk&U>7jy@!6&4vY|J=NlM7B)0=WYezB3!lSK=y8+h8@w)p{)Om>^}qO? z(Al!IPfQ6YnO{isk4I3iy7~PMO&yfUULHIC$q>nHogD8{A)=by)<;vn5Yfo->$wSn z#)y)3kR?yd7*&Y%bY^TfMtPh^Q^kdi(c-x|<34_4G_tj0z=g*c(PaES{bVyn`rqf` z+J6y|%Qe0WeG^2~b$&J1xf5$~H92`OB~N|DD%G3w0UHc})WP zZ%vA=P>hI%e~u0Pks%_@_m!7p_Yu*I#<_wMcpV$9Hop3`PC$8Wb0@|-2}mb*M_Fbb z0m%>ow`7J8(8(Y7KU+8wkei0-_Fzi_GPkN)$T1_Je>~1NF^WvDXZ3IA0kS)d{FLes|h-I=vq||!2-oP2kle1OG1~q zvi?5&>42n;lD2uNx}$$CU989LLLoPJLBM^63cr3lBJOIw1l7;Jmc6y2qWgVug6bT8 zAaeCFNi@#~vL5kXuYEy*Aa~KLrkccw);f zK!J{RYqk>Xm$JVF27(lrTcJgX3sGRFMQf!v?k~J^GEGi|0uByi*3#Q4P%+pnxrXhp z7~J_llmbIppTCmCC~&Oxz{7QHeuWnC#tsTt{`gR+_8$cdUp}Ath}AqL!WpoW0y%~^ zfAfh`V4`8$NIBN_-Qkbtc2R(z<>i-2Y=HA=wpa-Yj3`t~?b(g<-5FPSg5C3$x@;{; zfs_S@AHT4VfXaY*&=VC_}`RGnDT-*XRCLG z$9RJO`hWd-2i#$`EyCnpwKG_+6l77P8Szon;R zSDTNvFJYU+BwCG>V}VuAzPbP#?Yn*ZB35=ogwPqBr%-VEX)1Qq-Lle*gdg|Nj)%cRbbK8vt+(D_XKc zg)%}&h47#VDSJg`_a=n6u4{|yy7r2avPa2E+2cr*kc4D~GD5>BC4B35et*4R&vVaw z&Ut-4_Y*9;<3KOa;QJp*FK%@jjBc$^aKI8vb`#36|1MGl|6<1)uJ@a0(4eDs^7DHv zUqX%XS4|qsFctol(xO3)Z>_wXE)6`-%bBnk&|q35=3})P4SI$^{em?OB)s%~irUg( z^^C6W$O{`8<}A0oQs7rE>&atrpTzCWSZmjod> zTY8;>5@0ktLuYL%26n~F5J-EXKz+%lp<6o=%-Nu=GlB+d6&D|C8_}S$=+7m(9$ts; zv{Nfqh;_TA)p;7^Zw?R2UZjDeoW1Hx6B-PKv|S-zqJjSlrl%L}X+ZJ_axlF@1N*&k z&S^v%6#JyLJ-SMRwybeOS!WvD3gD8UVTJX+ej3247N6%8xkdvQx03nmSnt#tt*2O< z;}0*dVOw|)omF+Afl6iGBo!;Cvz77&yE&nKPQVq{`FN9|3-*Pv`%o=*yMJB?vl|Vz zMmb2BV~2Kq9LUFVM%zaGzHaq95fs8v1n3nA~0U63I zA0gxYUF0pWzz(Gf?R3IsIBwXT#`f>$TAsu0P6Qo1c?~-&-t=b(RkjhR{OSAeD6Cx&Ujpm1h*|gfBLS{A^O8((Mq*w z7%XXn?kzMlO)Po5bv^;w*xkkK%93DLtWR%wTnhaCY0sK*GZj34D;+-=XNO97wbP2u zq=W2)SzAGoIj~3c?hDv)1%BSvdr;Lu1kR1)M{OpE&|zkL*fom??}UWr7ElK4;pdL; z5jTX%k5R8B+s~nnBL!K4#zeH$?NG%Rms^nk{fzyFbTVZBF14^=O9UJK@(MMTSQz-j z+I@3{4#JaD9iJU(fZ{ppvVK#6vw6ct)r|^gH)s3b>QF&#+1+pK3>E6D{WAWq@}yd{ z|=);kYry{i|&v>@{4hF29rr8;`x`8!Qr`B`K-% zk4Yk2zUt&1rk@Dya+=RPPbWgz!(Jy(?nL;?74e0Xod6UszL2Ah@o@0R?BB=N?}5~4 zShv*g73dLXSk}K2U#P>e0kf6KJ&1`4Yk{$zXtI}H3x;UUd zJCnIumjEg@o`jaiiO@KFD4$0!3553z67Cfw0b}@=T{`&rrM=BmP-H3zl&r>OGCn7P z7T47Zqq!tl%G(+0kL_2#qmzLxk9igzh3(D=Jg0_1fM7KyDc$mA}^CiS~#3}UBSw=w_4ep9$dI6RNnH9Xy{kDUsQ;U-}n_jcn5kVA4*|l)jS!Rn|XvpIF@j&a$<)Qi&nZ;au!zMZ5|6zD}h4 zsW4!zE7KFdd>eYAjx$v&ML@E@%>4jX8o2c|-Q7&P0~T5bYQ8W=0@2iT`H*HL)INF? z{lYF1tX|)uhPy<!)RZu1w^0~c7O>WMl#YhH3WFG1MyIio2+;hdTYS+e5^N=Jr)*)P zgHG6~W;;1Ll!}+V7+0XfXx)BK=@WE#b@+?%85|ogL~`FeMu$D$mp4PiaQpg^x^*Es zP<7%nb$IE}|4QFPjgt=ig%R6taM0o2f5L^Ed+DITE!QcCWA=jM$DFZ3`tw88*tHFT zPfYvhK#Nl6vcWQmvp82{?*&~l;lSfa_PEKpVO4I<>i}FpqrbIc-ET~eadOe2Qqqc# zfORnrJ^mDXvgGo&t=x2A>@~Y>gjFJXsb^yiQ*x)iWBI5q!KyrT7)19uW3i%%{3Rn; z^M!I93B2wxHT!rX(~;R#=gjylN-iHr^Jkk3DDtB*>@@#YrBP6rX8E+ z#PfciARXfW(n1}vGuO^YKE`f)=sNHZJ27>Jei7F-!BGnWfXIet-^T z(OsACW5tF}ZtOXT&&mA#S{-)aNB{oeLv-kU7*+LKgbtaq_YbIu(;@Wb?w_*_+=$7| zwubvG9T;?OxK_B*;n?Ndz4LW=e@DhEZM36+qiMIL_3kyz-j2o&xe^9zxaF-Exth zCJhuI9~^$Zgyr33%@f~90nN#x>qndLzPptMJFunj}r@*hJA;EqepZ0P0n8ocj819zFcVyJK@WOXC?Ie-=GfP3eo$?!`P9wdAJ|TIZ9H@j zg!#BBq3y0AkZHGTb|^tx!_8yKab{2-(p9|V zV-FLXL#yi>PVj;!U+Z-h0glna{7a08&|{dBT7H8Fd}kX5?PA;Q3G4vu(t zB2+}^xu;qX!IIn+(;`m%hK6WCwFbhP?E)qbyI7y-S69LXiF*BZ(jf39_XZXZE z5@2LtU$8sQpO_PiP?;e>a@t^D`xgSFjM|(&_zQa^TvK){5frXXtsCvc^R2FI4sa3S z;y}V<*Zo8|RJ8k5vk(#db|i?QgG89%JU4n&m=z^Ax(HgBi4$Snn;erML4-!)N!d==a&SOMKaUquNlOux4o#s4qyiX<-)!5|YL{J@k!~0qRuWOorVf6$NvaH#&@1G>X zf~$x2Jsii@UX$C3`&E6|ZP9at2#Q+5Mv2@+*#CUXZ}DxoPRF*LYFZ({Xr86c?*#&^ z#q7~u!cw%7l(fI%IvLs~p8iJw!3_zqlgW6!ZyxR{Z*zumttzg4XWc=ke~7$=i3G}1 zOy~by@`q{h3o(-)LP2FO)6q{qs9+f;rDUub1*WqTUnbc?(SB_Too&JwiLEQxmwS35 zweQR?T12lP=h&uC@wZHoxU(>u#eGdAYd*To)?W@W94UV)H6@B9Ruv!Bm8F3?47q*S zDTG=sSu_g&5I~^=!gXdgSpM~Ux0d!JbxFpYySMhEmTPpWNx*Jti)dQnN1;?JPre6O zkEhK7SF!x7)$7t&9l65F4L+pKv3)J1hYy7^rDcWYW8a_akPYNREqXe_cTBPMvOS8@ zSb447DMmiTaHVKGew-JDW-0Aaso_No7KL436R?_-SF)Y4-i?fA8u<5m`X&oMj<59S zH>~g=^=*TNu3bE+C4NziKc5FN@C1vz4CFzf+7xDQGwiFaMnW>UT`S4!6%%&%?;z3y zH)44ApQ}(UHwx`pW^YU6M(P^>sn}h^c{#Ss&l=c^cfp(==Rcn~QnJE@)X6V|);hUR zD05J!>&g&5jzTb!QcL@nOqcf=7VQul8$ z4t{{+|7!Yf<>L6y)1?>X*vj`(Z#rLI`ZXhOa=G#nm9*7*J`z0{e4RL&u9UE-DhGuX0n^M||$X{vr%ABne${+SC z5^lFe?x)B`lYDfPTheS6@|1>7Rw%?Uu|*)J*CvC??BU3Hdgj&5!ccU5w5;`ISpd3R zX}~n#?1PF!lT~I`+|W;_A7lNGtdXqk+2oh}@?frd?cJ+6N9Yoe|9S-y5&ozjTDlpF zS`D3ICEw9eH7p^~)CiRMNZ3_>Bn_(HGg&>B-xw5+tgOTXi+hndo z!N|ti?byG;Aheb-(9fD1gm!UcB&u2^Av*6sV6s3E3LOtq%}x(Q1B^@40?h%)-n6Jg z$K4;z`BpeumQhfP&!;9`(*$IB@_N0*<#<%fM_N}*k3+@O5@rkGIFuYcH*@VrEZUXe zUbOio7R~Zx|5u9b6?m4;jPuHRCd;dmacI*lZ_>9T4qYKkm2%F+BhDiy1&^OfL=VWN zVdmEZQLi5#Yr|#;>aF)sUQ4-&c2tUG6W@j*4kP&;st>}^CQHRvYY{5ilqCHzxlBdw z4xL6pUQ~2sjTV~cOGR@@Bhs7LM)id`e~cWPpp`sF0K$W)|%o_oyKn~GW{Eq3hj zprRcSF54!ZspzZ5IzYB3?E1MVb*6jrI1{&7G$r@yCm;th!VbOkN=B z=}?hE%I=e!=kUA>Ui;^9{(=7>uYesDDYrX~o7Peh(QZuaQgH;5dDK}T85N1N{}mYj zF^opW4s|Oz*>ULfeXFkAvP5KYr-7xXG8r)x{4Q#c=S8*Vb+g+H9MJZa;pFWpo=7Su z{jbDVU$nhT!bUVT82w#3QtNa!3@M&EP;q9EifHe-Z+WiJP<_31YIG?b71IlDs|rV> z%#G{X51nEVOH0mYF8^3$xt2;28}>kd(&eI*2{+Ju%-fHOAztXSLg*r0%NsGSL|=N* z?Ty+mu&YT)kx){3>OT^NgnS~?KbAfxp<(XF28xG#kVj%?aP}h~)Z`{ucZW_!ZM9~Z^BSkq_^EH7X z^!U|4x3K1=`CD17iAspxbAW5F?pd_9=Z*OE@;Njq@^W{Qg)TDeI_9JQL>G0;j)myg z>!Jr;`}&AgIM4b1q-Uuv8WQFx4olQU^nAvuVjW#HS0S{!=%o(oO*km-wNnRCu9S2~ zNS#ANE5r9K^|TR-h{N6DG%e)3p26s)poMDFn4*^XwGicm+G{3mEwrZhEG0=r3+cSP zo!u>e4y|<<7tz`ckc!o|VKq%_r1_%woAAO_G%wXB&z<6hzAc!sUcKUv^6%5%-qQZ4}P^`LF{jD>M@LReKT_=LqEAqlsHv-to2fLXF6X2yymS+<$0bWaVtxoU} zK%lpBh(&+^%~I!kW)Bk}GbBFotP1`=)iud8X-$B((IYD<0R))Mj!0HWCV-`_0k6Y7 z0tn@vw|JCE09l_CA@8#Yz~50T(Qq4&bGAc*&5QsY6~Ymb&iKjre$Di=j3eyYQFq`t zmkrR*Gi3!&T!fbW;=j3xdr*sDO~Zjj6D02KZ1B`M97ul|^BGxgg4NR}UxGgdfpK*{ zf9YL+unIm*+GkIJBMjm;96Y|D+1*sJ=ud{%7fQAq(;$Obz(c}gc`~feWf0xv$gm=- z%)aCQvES^eRqSWy(EyQ?WSHfTKJ;6a41FOs;Zpi!n7S?;7wkZW-nVT!=Yq(PeTZ9m z^&T0fBh@OOHIPBz;oC#${bZQizhg*vk_;m*YO{N$$lxicKUa!POX*K*93{h%&s8b5 zR5EN!F<0{C_W{W$-!{>h8z5j;NH27`3KW@L^#L_Tpy(X!=~iKg20GJtgdV#hJx;j?DwOsTK8Q@F!*P`4Z9BsvXeOj z+9OEtkFIP>xlMx3RXwS@1tfSSQ^l52Mgk`1_{vjHNH7-g)m*EJ1ZnEixhJb}e~n_D zQEak>=sgOak7BA)&rwT)-uHvUIau+l_sx&g;eK5;2}Rh3H(S`H>q!v&PVsU**5Q{8 zw?P954oZ2yp2L2p++m4mB!S(53`yZ85;XN}2}D@(@8UN$%_QiXbCX!dHXEnL-$o=T zQD0qGXu z5*Yt$?>W#;0zUs;!cAC-nf*SOUf})CF?9UKJ}~{npZbyn)2@@(EL(%`0Z``HTh1Z*O%JCCceyXY}q?-g$mz7urUz6a`Yh+W8 z<*+|fVbMc^_3oB!t61&P(-z5ZNbq94qWD-Z37!Uy|JRLue`3_mRLk zEbntZR-2I`rrA$|MmLYk6WD!5=i&kfNU)sVi1^--U?te)Z#6dXVB>kyK@!ZL63be~ z?%J2}EB-xh-#Hp5HH6m_Gkc;7%j%$+>NZRQ{p#1V93v!9Rr~u6Vf76-3%y41Io2nA zJTgXt!s%C8@31?Hmz@1SkU)k(#g=!R1fpZ#^sBHGn?(ne2@>!ytq+~SI<6d}^x}3` zV%bk!#^VQ!7PSZ9eOW%A-_DEAVM1OYz5?H?($Wk5dy7br_1>XWCx-+kmO;LUv25j2 zwqO45vwJt}D@l-F>$cBT(g$)jyxoZ-WRTvLZPeN551pWEu4)+yYLs#f-pz2RzT&~T z_c$Ghxfh?2-^D^WVWUfJFcFISo|v{bQ;^!;M)#Rm4yLU!4Sbz^5!5O^6EKcHg{cWRTZo`#u2OOBawJIx%V4sEGcjxvYf!l5r*19yS6 zTXEP4YdUbOo1SY9Y38pDTUyK^?2kOln_hDm?^!*r(~tYRtyoEyngfG(tAUcIDa@r` zbg)m>g3!6fUipHvD0FImN5yd`#Qt}AEt%B|2^=fj=SdAfE`{+;Ml6Xi#8G`Wn>_|7 zV^3Xo>C<3N;Pjt3<}gt7%M$i`6A1rxE7mwN`+`vWQ>%s&Z&=T^y!|W03vAmAh%`Mf zxWs3=-AvaDJfwy1nBln2&EQ#ru^03UM-(+VdVx4=!?AErFOb}(Qh3?N3qsHN=QEPM zAW3W0K!M~1xYv%}HrR^1I~mMlJGuI>rJ8io#8GOl2}N8YL=(h1m?I}hjC znnLxD`1l_&(ZDeG&HcQQX<^!~+Ml(~dyr5CqN4J>f0j6!2i+;sk0|CPj6Pj!y%sw&T zxT%@|_Bl~4O_`RkbWjiK~bT2_g+yF^z5E<3qi2JP0M(@90Z?|v$dL5g5bT+HVxAs zL68u>@^~D_&)U-V^)3bh+h2jh1M@*J2U|0H@q4YT!=dxsa1iu-b5(DD8w3VB2MbBv zLGU+scKpq&AfO5T{py6JBt5$P1AA807Zr2{!ISE(?@sju0rB+h)_apd;9R-lgjduN>cI z>LU-RA#Dxcz|X7Qisip@r~ILDdG_e1KX|_Qk(JzkRM^b5Niy?{g0b*`r3~?SP`w%& zsoNNWN~fBXN6pE|cv6DTYriXM>v|=ByVM-X=3C{-U6Kdc{OCRA*Q`N%Orx1?g#gM+ zvG7C16^Qby`4=9$!#L?*$-X>KxIw5-W$U{EwJK~!(hhmU;=|$>?f5+r`TF8oT?ZM2 z&0N+g7Je^#?T-Ej009606xVq?R9_naa3my3NEBIq z5~Wp(P>)hsvXd>!7Aj;PW1TU!8H1TI_MNhnN@Qu#A(W&dvXl@hWr-GKeb4*X_j8te z&$;K`d!Fa?Dt?y|r(8v0@Ncfp#ub@5G>^HOUq;Uli`bk|bw+2eh%7&?c0yZE>h%uA zIH3Y%P`MK9gq~lORu~L)LJ`3ok%a^&Wa!y`D#w{X-$^)%ra&Q?i~Ul@KBC~XGPA+P682vLyDLqfB{C<)C?6Vp_A!_fSWWw#R9 zVDz!cN&eVDBC;sfd9x@Uh)VNq>|@vj6s>$V>aHUJQ5|wf73KsaG1sHI#*~0+y}}1A zObAH)`SO4D#srjgqvHB4?AeE*V-2`Icu^QaaeuOH)t;l)1oZn-c@8&}}c8^XVu8DqnfQ+nhu|SC#~Mg>ngqckQS%>jnX3RLsoq-y|TfqrTPG zaQS_AU6VpK0bQKQk3VNiKregzhpkKk(0Y#PpmMe^N_suHUrfmZWvccK@$Iljq)3m* z4ry`Jd%?_Ml3@>9o~1fSBzZ$UVI{+epMe4^69Zp)#i6|6xwp2`F^FULowdT}C}_;y zt1VH8gl=p5IBnGkMmx$UUb*E5qVcKU^$Bn58x5t;ZG~6FAn8isyG(IUocp*fh9P1p83;`-{*N z0z%&%Y6g?>efi&2HsJUEij#S(Hj#j~TrDP8g%D8E@$7zqGX!+K_C{=IO91jenE&+f zkU!GBrg2iw(+|Bpe=gGSnh#?5c{R9oUq`>bJ>T<@L`Oo(+q$GyX(%IOF0$K~ih8wu zp6Cq5phIfkX027Ck>4G~ye;P=5pC6bhm2eV>W|;hX1^MS9yDsSQl)#E_tD8tj-fG=M zpHeWgHw`VTIYK~Ro_%4;Yx|+{#z6+n*avY-FkatlSc061+jfsi+H!Z2|>ZXN;!~dDBAaDn+mU77!r?oSMT6TLa`mw zwd{@vWR>!^)@eQpO}7_uZYicBcV)({}x3To^^Sa3N zuc-Y*m@7I^@T+&C!55{gT*-t(g4OzwTkP-K2o=W5HNK`+lJj}l#2KhvYc>j84 zk5X=y^DN!Gf_k*m4Q>{Ap*VfPjJg?LWa%Q(Wd1DxHRcn4E*23{pYFn^qk17odsn6P z&yQiKJzDwM@+}g|x)(cnse_F4FWWK_w_AgGh*2U+H-#2tciP+Z99YGiH!l@94PMR7 z^A7DAz@Rtz2ZbMm`b+A8rb!YYv*euIYPl2dA7KNH`e%@Qf~cU)lqE8EDjAvC=7LVV z9%2GuYN@HF6n-TuATUq+S3nUL7|nUo*JxR-hMj#u&&^45LJULx_Bl_Tzqo z0hC>51t>TeK!BCefz)sM5RuI}Rn>kDK5&>eMXu_=^onwDLHsEwFQ58zgRKObJHlL| z$5qjj?PJDDBvZ7af05U1{Q7CXH+diVIXZX z-Y6yn*h3?MN^&8f7{c$I{wEkRzf*!qcypl`~-a zYi`!(jSM(ccgw`~cLH#2=+KfJj0gRKS0aD9=-}MBxx&3B4u-y72z0Zifqhr=CsKGU z1T?%HPo9f{w6uDGYab(^Juj%sz#|OW^x||C#RI^;iSv14{T0w`^Qn77)q&#P&yA1o zrNZUzjCMQCWY}mSy#B`$3t|pFoQhdwz+G=?|CZzgP*pvpVKEa2!X+i{LsBk1woI%C9*F1^sz#cm* z(fJL_pAi#&=l|uZuBZs?o7-YPpJ7S9zg6~CQsG@ms>S|CRH!(2=uOfz72IAZKU8U< zfvU7fuEPg9%+|g=A0%Tx*DeA6t#2lo76c`+%Gs*By4n<|c(t9! zglTYT@mB9YEGfb*LI>A}6srul;(qSOzv}+pP6JMOUu|nlgVOqWkG4@f4qx5Ap@aCj z67*ZHdM7~P>hE;XS_a5V&E0tO)(^52&KX_l2?62sIs?*|2;eC=vc>#G3`BGrV9K6?@vI$T9Yc~?PxD*E7PH{Ms2U(^(~ zl39`G@7SC3u z5ts^%l6%vL5Vm2N9GO4_gHfVT5!O@LP_u+Vgt(LQtrs2>!OZe2p|>Cio=--OPoEBj z>F;9Q5^`h+Ha)W7?-mKWHj4ZT)QbhuknnJCDIL6S6&`>)44615@$_ zMCgp2-F$6{2$vM*9Ql@s@Zx-D`R7I4?)p5E@|OrxS_vzn<3tFkd$8y`M1*}V_ha&V ziEv?;Pq0%L5!M-=^8Ngd2%5IL^50``m8{h_>m-83)6Gd!So1~Z*Erm7+<%p(^qvSl zS7J`Qz%H-TNOtZfg7cxELe3r{JogECl#U%au!$vu@87p)C5Mg;<6Xb=JNDS-Jrfpv zM5y@g_HGR8XLLY0`U4T_RST@Iek4NEwDZV;K_Yb5ivQj4lL-0sE?c(aIAXGY)=4cT z2=X3nyKNI54D-3BGkI%6!EZ(R%*gR@u+ho7Aij|d+!6iiA%)f`L@P@wTKx4Nh`{e}kwYpiOEDzXj(R<%Y+z;}IhZa31iO@xEj*yfi0cp2d z*4uakq`9uc>a>?3kcJ7zzrAn;lK(e-i6}p??=fa(WrjlUwuQAG|>&RZKL+)zS1;nAZNhEUhAe8^RzW?`zz*q61MXglkJjMtT; zlMTngey`29O=l#Lz0ZV62}1|*%(u0xD3alz)#*tN0TT2ND<>QJgaP~VutkAmC_HhC z=^bni0kV)cobm_(i;>|UcMpcZ((-h?!$L4*Wb{Z{;XL54?Bm>1IR4*QLzoE`!hjo%UZ_UiwW={ z{Hfc*I~-?Sth8iZqhOcB??m=NGPs}Y9czgRf<9}e$iZrql%34x2@S;2W?M37m&TUpcL z4>aFCp3FoaXzMx^O&;`wj5_Lkx-K0oJY!xSP>ur<`6_FVD-Culk+1g6;(b+pGCrw^ z3Re5`<^>;6fqA8`+`pU(3!e%L#Ib)rl&T)aE?*nt-H83t?_DZ>hYB}N4+@jgsc^U1 zOIuf)3MQ$XmlUjG!6)q5iD9Q`7<+Z>eLfM#=|?d;qko0N#G+c_!Yl#!82t92j`-NBv#0Y_Lh+LiI(6k59J(AGGp z3i$dWl7|WsHouFdtYV-V9tc&8MnPLrZznx5627fzNbtq`ynAi7wKP`*xc#;~lyHU( zTz|g3{e+UB>+Iqcce5nW)n3CI;!1*^D$SeruUJsjW+4$@#KPxd1%pfREGRg?#d(6r zf`&8ohr(Q0AZThbkZHn#HzOTZJqKAJIwQJGjhhA2+d4E)J!L|9YlnXQ1tv&FTy#_U z#DE88Tzz7C43JaXKeT2b6MR})XPVDu!hhG218g2=K-)~YZDF9Z>PfhWsLxrt0^#Ru}0)xKO0PWQHSliB$#`r_T%Ra11wHt zMAA;iLzs0?(SS)Tgj<`|bjIXEcewuUJcB%V5^j>yX_^E2>!qBz4YDB2f>T^LJp*hl zS2m`dP6w(U+vr+s8q`j5U$8ut22E+Zw8jsl0h4jk^w|D1a9jIM$QEn9{?>Imwh|#|nC{YtC0c{pI7Cq1Z+#WIZYGqbQS6I5Sa!4_uit6Yao>?`A$z}J249*Gmi z<&w9Y)w$R?0QLng)}7#M)B}X|PV%%yv~V1Ed#=s|8vz!Or0AYRQvq zxSw66qcWEZ4|3dRbob>$Q;EX5({0f(U;8ha#x4Z+>t5U$1&OeCKx)c02 z;sE}RLXRFzkqTqL5$QaEx6O3O57>Oiw;&y4Yjy-IKEnC?Xa5{t&JA+~3x6Is{i%O3=*|MVUc)F;EDsEy?DOhU$OGvupP3b!dB7vn z|Gh~p30O0H%qXWMh)-KEs4YtZy@c>BJl~TbHd*9FrYIY>s=neEIKYOun>LwmPO+il zOOimkAsf!|OO&cuu_1hYb=_}AHe6gT_;uNr4I|SjCx0^8U^o$x(E6GU(>44hf+v!p zP$B8n=u$E)tZP3mUqS)ld-rZ0j!T0Z4ae+u;=Fj`1&t}15f6uA`|m6cGr(;mc12h@ z3EEYqZ%Gy=gHW46iUFhn-|A?o@$U?%cq?&0<4!gR2)x_LstAU?)w-SkMk7G^qiyu@ z=oqM2y`^AM7zf)0{9dgdPK1R&a~&K0W5U?ns=_?}pM6X6pWnZn1S%~FEk1|XApT&m zNN|b`yPh41xqdSlY{G5Se>C#M|>z9I!83+^BMZ4#eoE9ZhC*xH5c5H`I;}!Tll0KQGcj`D|zLiA!|o zP&iR(jO}}qpL+n;>-*hz{dj>6C6S-ASk_pYb4s!m9a?{_4A)^DAJ{Gn*WaQ;qGv#g(lrQOzsZWHS%c)}y?-}rGk>XiA z%7losRE@4nA<)_oyk1QZ$48DT$xZ?pLUmobylf)CdG!~U#>)sun5JCPn2CV0T;(6y zixCjIu%Mv090BTn-wVEspB4fFRbuzy0aS5~k=_OCR< zJj2d_eVf@_N~sHklus{l3iv{cJg-j>&R?GlFDjic3xm<=>6DD8BRAxh>Y zGBm7hHw?BVL!y^rNwy6c)ONm1F0m%VAM5cWn%JsGIjQp4@L<>12e4Y)^J^@z&he&u z6R@qLT`^r)<@)4aIefiOugR=0wzsRfSM&lIzVo?nuD2sYf5m{(9yc-s7F}678H@9P zf+&7cFBxX-jIXbfBA_VyZmwN91&)8#^!!VUf)L*A-HTJkaCf-=qivEi?7nkW^`C+_ zyf8F*QwS)>o^?ughnmiz)IAwOXxfif(v>q4cdcny&t!vHsUa(WF z!oe!r3zY53b<8cjV5qdB=@ajDSQtybYO3T8rys_=|Gkw4l0HYcMP;am#wS zNm-sh%smF2Fa781gQCIsF#km<>1c3S6&~&Lj)L2#wM@>jA|dOI?|*T66c8t>tvij^ zSJe0S%`lTtIQ>$bxzG~;Zv403wbXlpv7FItzN9To?y(T)-^Ygcf>9jR9Zbkk$XtK* zZ36sy^Jo1r4jOR97`k8AkAjGOHG+*zBoNiUCqVcS2yzteG^6+Nuyr+jaR{HkFWxP) zYKxDC>d@)xYP>E9>zc%--AQ1sBz9&H1%uqnf}O822>85HI$0vlfY`WYc`e~YXyjJo z@X=3zNZl|G#rk*%avoBZGKvRoo2H$M{dCZztiBJ_p+nr|vxRx~aWMV0xccE|DsX4Z zSf;UJV5y(+BrYiu6taUgvPH@8b>EoGS^Xebp}ck!dhHEAZ4RoBZoqkjt)|VN{uGF^ zvaU64V1w`2te+gtZ|Vdtb+mIaVehESZH2A`P|RuVqb$aO?dBI@PiR!&`IWNMo`Cnw zV4Zxyq9{nKWKnmnQedBJe@C5v1l%1w+R=824Fe+9cLZybpyp_{*_dn+c-P5H`e(Di zv3Dmory>hZX_@+`Ji+@+Y=b}lc_#ckYQx|Ag8|N!Ui2;k1De-U7pEo@VZyR%+`Baa z=C};n<|*;8_A=+j=;Ik+KAMnpiI@({8Y4T76%gE?&{_oW1tnbNt`AWHtMy z&~l+fGdQYlV>Zk(xOzWpTBo| z>acUkDgVA;6D4k$3gofDvgPmW5$q#}#QH$2tjRH%Wo)=e>F(e8Y&bc<&2LwT=e3#g z_bZ;a#d|4OTf~Ot#8E>(to0w&rGGnM|O}78lHYZm&?7pSI6BIYg?mn)~ z1jm3;ju2NS9PpJ15W(lJn!@dB{W$M?=T__$8ODS=yXQWKQJCOj^E%mz!Gtosd$P1z zCdg`XZ`!ZKf-LsShj(O>;L(kM&<%JUg`?7)FNLRoKuS`F&_pyit4}&bWsFE>7u zN3B%wbN8mjM+wrfr*#BP?? z+R+sY8*dGh`Hs>+`7@Wll4u-g(}F4lsBw_LYxeBNM{!{MQNOdiH4fT5zgzOXiGyd1 z8{1jfE2dIiLs-cNF z4u=-ntWWe!GEA)dyJ#~O0kMw**T`g0z{fZGNXrlfmaMi)r_4~`X04`+;BN}l3Vso= z!QSD_Fmw4ufg+w}fipiT(C)!5yg5OE%lu(W?${gMzL_o93}ySZU;k2IL@G`q=y)W2 z+*m7Ib36)C0>)cUnC_=T3my#nJ$fSJbMFQVRujp`5b|JIG*gfPc}88UgXK4zhI{ zDe!CCI;qF|C~*GgptQ0I1<0R28w6vEC@;j-u;K-7+ivcsfD*6S-sasDP#?DCkyfAp z+bZwhE?ElLlLf6)r6{mHf8&OW+bE!VS! z{Ukm|3iwq@)H}3L!0n~+#i^J`;5y0|{uM>R{{R30|Nj)%cRbbK9|v$dBa)1gh=x7N zh)Srh*T63MHvkhzM51jN|UHaL;cS0ujk{O^BM2Y z=bX>`^FBWkCmRkWq@YTBf$2Y{57?jD6CY>=!$D&rc1SS>FRxFzohmp2MV%SuqVDmK zmzJ%{)uCdWnnJOceJVyBoZbydh9O6^{H@05AqbtJ7j%ur!&2RThwFl56nNboxDc6v z(eUL{A^T_$^W5ii_t&l#OL@z*mj+uf;CH$G=V&l|1JaV~Lt~-6^j7S>)Dtiev1VDl zNCfqZ4Q=o5By=W>TFNA(Vz(@1(O&g*#FtUF+cH9+s(0&pQdB7Zq$zLgpoT(0EvXIrvIIG+KcJz5Fnq8zSG)z;GdC+b{ z!le{EnyU41_ep_x%6@;Ab_%ZYn~ir0rGS2gcH@43GK{oh`EF&&I4qs&U167uV+y<6 zvW_L;!G(dC`qb7G%3x zluj5iF~dma<*nk7=fi;o@^uqjw zl3^W|h48OG&o&sOqlDtTSji#Ko2FKATIyk=`I*^-Eig33%mcs!ItVq?zrABWbJ zj#Gut=|~omDgPHr$9wNh^W#+M5Ukq1yP}_lp1J|o&=MM!M}GR59!P^pD@U$u4h_RT z$7P1KbFf^*&SPdq79{^0l(Jixf!rwj;x2_${JqTlzAcpswI>PRuh8RRRMPExI{z>X z$_%{swDRy*{5@+sg9Gl$if4&O*{~|zVgEfX7vJ~X&hEL*z-Ohuhxc02(f`Wq=$7+2 zs2gavz2uRF$L1F1t9ECg^ymZby3#ZxeHpN~5Kcu?)t+Cj!O7?tSbbyIfsHzau`@OC zEW8Z3(fsRbE)u%k*IG?8VRYtzoY7h)m~p+IS5O!@qq9UYtc{LJ=j-}%|7h5_Y}JfW z3mRrBP6reZWW)d1$23>pEVNlXcaS#Wq2^e1d@P5HuZGfxchBQO%G<`n`Wy#mXXM=M za^%3yL#y@WvpoFQ`DMG;);u&!NFQ~fu<`ZtJ@+L$SqLpL^+|ffMB%%#b;2?XWOm-N zxB8xgfzRCY0UjBU7A?ok3xn|rhA6;I$ z24aa^s9W}Njwy0bb3IS0);JHjv9S$CooqZ&%lW#wl8uHF5wa?$*cj$%bTpT;u~G16 z-Z0Us?wOJ$>91&?{;}*d8*`3z6`GZ^v6j>M?J_yf;>GQfhH5ru?up!iCN?IM7ES)S z&&HKwnQXx*8;$u{(|;D_AtU+vL64X`xV~%3(tn@5FrRutic5<*kGWVAJ z5-uz&kL=QM<3cFbKHqXgs6{Bzy2{@{sAc`6K5w}n7e~uJ@0oAGMXG#Sy~r&%BOCk)oI8E1pe2@Q5_@>{@g8Zua z1-FcIAZ$AMN=$_Y>Prj##N9L;UKrH;C6$J?xo2|O`7}7Ewf;>jqoJdwy>d|v4U>}7 z^O$Wk4Eg>UaT%kbJYfI85T)5CIJR$ya#0oUR_gA0>eFP0Ww4ncgM{*=@CqY!Fb z-Z{L7g2Y_?9_Q&)?6Z^d$DC}uX30m0I@4ifZKBb?i;34xYqf(Gv#_XtpZJklHfA*? zjklGjAcz)0(t8>@!V86O7o}sq{;%1M`WZMEdg;tZ-we#>_a&|h%fS9?6XRkL8K|?p zd*7AF{4!kU#-DAl?_4Wm01$5BtKsJ+U62R$61lix@C^X zV4u(5%4EPxhA)F)I2^l?^vb zP{DQER?Q)boZexODo#aBdFvu`5i0JFzG#p9NAh=DtClhGoX1608nO4U%GF#+Di#Tg zmo3^xMf-cEd&jmUD0j(LO(&*c_5&|Jv(j|PCwJ6756Xt0>YUWQyXbhQYcucESthEN z-Z0;(=-AR=TIN3#unTWedPK~0!x6svbl=-2u^6sCax^CBILadG1|wD`pf^Nj^CT}3 zA@z@Xf2mV2Yn`6STWbm!e}em!Z73Lx{8t@F%)4FZIET12t@^$18Vas#?rv#8f8=z8U%D2gFej%u;*T_>_XK(^I?`F;w^*Ug^{9k%U7%8FwDh zl0lVjk+XTc4UXlJn>Ua9pgt_<+s5=D@Qt+%roAKaBB|6qS8x#4uk~S+bPS#IPOILR zN`Qo3qv`%jRIEH}7_;VfDmujv-l^Xg0YigpCrgeWL2Se)v0al1xM^WIEWIxUdrPlo zKK`DGn_2!dLbxFDS1AgSW-TAA#G=q_o{;U65sAT*`>Qf|;V6l%KlUsz7+W%GbiRJu0|l-8bB8)o z;P5crWa^Nx`9 zS<#eQWV4lu-}WWX-#byUgdHj|YaJEg$sKxtTe|}9fP^hul(-`J%<79Zo8(jRWvjIO|j>H-F2<@L6{2(E3bd>Ywp> zIx`&`TWgd=*QVmOpSrbBM>4WPGN2;Pg5rfOW&IX*(~DX{3&z254L$w|D>RzkitSN=b`0^pG@eqOs;o3#Xz{V zZD4I79m9tgwC#OMgQnweyVbrlT#vgbJ~Wbph+4<5W-D@VN!qn-BrzM|W->XqZ)Bl1 z?xDcenFsU6gjUu+A5;&=};c5 zbGfg-Tp;yF@_fPG)I5Cex+6jl%EJuWK=&7iJls=1G}%x7->&hFUDv;}!RTM5Eq;lO z?B(8u3GQsLRepc08(^Wq_guu^O)P|a9v-r*%*D&HuUj3|iZEAfx{qC6h$HWrMkXeO zkUOv=TI7KM1#F3b5@`Z7bv-s~vlrke%cgznG#`0aV>M^x@j+KymR|R@0B0>$3|xJm zkDJ#|iF+L2;d@V}r_m)2)>TUi|14u8pv=r&;E{`elfNGiy{1D}Vz+mo|0xV!y7qge zRw=d}ERPQUQH(DU6YuIi7vY|Xkhhg|5f(W=(3h+bAcNDn(71<>(k&IyD~|G!6}=&I zc_1H)u1q!S1n}YV>JxP8SfW*;(TI1AF^wAeWr%-5pBFbbSRRK zpeMiUHDmaAV|eO;#{oXpn|L~ZCg#Z$?l3;c$Lrd6KXwsca-VNWATFlqshuI3Zk>7k zF46Jv+RBf_?fSw+;<0@E@oj5SCoW$9WRoQ^@!jIzF2u;aWgXGPb<5_w%O!?-Y`Dn7=c~bib zAJ4>A-%%v*!E9Z1_&?$eo$#jeV|=8{v064ke0GC-K`oAtL)y<&RER$!rcMTv^9n`Q ze{2ZmBTS%ov3n&S*S7esxO=+*BApr@zTfkqRw@8nK%~DHsZq~EaJ1Q`oy)lBnYre~ zQvVW6tQXF@5M2xn;oLIySh8LeM%DcW1!z6LyYK3Q0(cx9T2;*gYZxo?^vux(7+9FiHJG0V(NE2J*lXj&D_96+T zc|%1AohzJG;#7>_H7K-WAaT&u;0QM{s-t`Q&9F1vDjV?Kg~YbL{p6}`ii3yGQ>=Ra+R zWPMO?*X=YQ^QCzF%1?bhc3(d9b|Gn7=suY;BjalpP59PX@zJO!HSQb5$Li|1X8sHT zt}fumnk+8F@h9=xVmpe!`@THd+mr=0@ua`nj(I4c{P*b|kBfp^GlbVJDuB~MCABwC z1TZK#czEOEB3wKrb@`QJ3Ff^vZClh>3ablgzg-{Da9Qe3RC**6ZN}$X)^)R>GW9pA z`Ar^-S@k=|&T(-`khVt8I3MW;V!v$lDL~t$&P92ae60L*{%3AKAC;L0G!OU+aG>AA zpsG)R?Kc%Ga$E{gxw}%|wxcv%g}4;o*7 zsI;W9;PB}79F4CmB)tg6&e*L+N z7Jp`8YUoMSCSr%v)wn<+y;@wwoA_#~EZdRTDXMzJnV3CwrsOcu?RA{YSz>dWK2vCv z1>+SePIeP4Brc>()yk6n%Z*wgg$-F&cWbPTgsgf zE&@a4#ZvZU!KBS5`!pj5vQJ*#{m?}AyD>?*_hRYrF^M*b`bI~}nyV3mRt)GCvM=;{ zFi<2nH8eknfs2|;XQu@-P}+Y~+AM^DWU+svzC@qb%_+&mwOKvMT%wZGWkx)4=N{EH zCd4?KS+9%8d4cCLblUeb@J+^NGJYQe0`1zHm-jMoXRYIy%N_>O!lLkxfs89zHsWop3ni9vFrhh}+_aU4S27zW#7hd$dzzOJ9T*Q6 zPD`blR1)61zdfGkkp?-()s2eASx~Kcxopgg26yfPwS(bwxY8av2PiQxZtcEil`{iI zl&cdxz6{V@^i5`y__?krR7>KxrsLEXKT?JDhk)_hl06|NWa|WUmnKEbthAK&)GEYRMbo#i0nXG57z+ zUp7l@Cj(Q{hdh@Osm*THn~7DAkH4W3pSk7TK0xBtJ~#d&#+!i|(>kC2BlBo+!pH7F z3Inbe%a3zzFz}(js>@r8iHNE%h4k}G#7@j;qy*%`%Vyip=SQj7opt}D$@XM?H08{g zyFL{?$DWLeyQG7&wZz($l8K^2eWP;kva#UGOWpokG#LNTUG*OrxDtOmRQMSa!9r_~ zx!g;_MVWyTkyB}C+$I#=elH8YN1L8J(xAgsVxuAV5EHvJ_MV?J#6sX?n*Ku<4xTgq zuyZvJqohy0K3Nct$GX9PT6?G%*bw?jpO%Wpdk)Sl>&}3LEjwUqLN<<8Sjf2<(cmwJ zpURhMsJ6Xz#q1{yhPw<}8x`nKGAh&dpGSv8`8%qLDjf|%mcJz;;;{H!U4&L}9Ns+q zJLkieI0y;%E~ycrqxQqwYmYwBAZ%aJqD=BvX)L`XtC@yVhq(_6$o@F$#KBJw&(dH% z_`budk_Pcq+Nd{CONHT>M9ewi-g%R_-urC5H91bNX3(sdxI#a~_8xKKVtQI1ajY-w zc;*=z0+*e*{D@A2&F`5FLN+wWiQDBJ6V8DhGkDL(=uAk~P9E83m4^3OqHpWsl5kz> zdY8RN0_;1Ewk|ZthsTJR`syznbkT!Ft*@}L@v>@IHYXR&VQC@(YzDL}GdRENX|TNM zzl1xHh3^fMiho+t;n@EAKI>Kr_$h9KU)Hc7rYI`iA(@Nrv4CG5Q{+2!xxpWkB!C^;0aM?INCzBe4xG|k4$^)5}O|1v@K^vZim>b_f9w`Zq>aqw@r z>XOZ59u`bjvE}0PFlU9@+n#AQDw#DFI$msedTzaSAb|z_r7w!xcjUt5dqMD$7Yt}} zUq|lKA^U!zfNzUpve7D;tSe-m4lU`NboP}b-0yt8vO1^`11}|dHdyfS(YfuI{jz*K zxgk62Lns$i^9#Nda^H6Ol{YJd@?hv)BDa;nMy`eAh+`BRNd{|ga6{Now&_vZMQq;x zLL{E(|K7s8oapxA4CgLUtK!HV8{!Gw@*3MfHe!3*MmsmL@nI}I`^yY6&P{Wup|T)& zuNrakS}t~QydR~sGVwJp_JU5P02IXy%U;Fvai+`Q;xxAacB4ltDn|10_4MJGz{GsA zuevt!!6_d*qh1(ZvdqW7Un_qdGR;SciGNDx@_Z;T>h<0d`!4PBpGo>J$vI@266em< zdcTS25!UO;B;#HiI9Fo~^U>uI>%vma$14X{^Z6fn=#`Ike38Zj$2h_ydV~vUwE@Z1 zid>i^uQTYKUjjc@NuvZxF$V9-tll?J1R>7J);-3g9@@^(j2RW6^bSMBB!my8VyO!X zJ^9EB^JuV`%Y%f;gSyDI96Y=dKKQV&9JJ94{*~pqxSkspCXiqt^6e~{{e?N$CeWDs zj9Q8_BSKwShf7d9a*$wy|WR(Ev_>1 zt2*WRPX_^%4gQe&$LGdA5hwBZFkHO!iNX&*AKp%EJRquem?-&5Nx6_nYn8OVNi=>r z96Lh1@Ta9t(MbT69b3m%5sQUN)B=cWHvKkACvyMxY1I6GJRoE032}a1a{pgqzV6t_ zlFb5y@2j!cOf;3L$~Zv$Ow(OnK=jl6OutEV(5MsqBEIb3Gh(-e#J_u&d@XUM6nEj4 ztpaHKW0&YQ0m_yPHdYd2lAo{YM0)v$ga5x@guHj$ z+f@R5&Hu0GmZSiSzH)y^ko{40qmk6Fy9ID~Gpj(UI3Ld<%`WdX=HXZJLVCtX3G^-o z78}Ty;Jd=(fi~@8d|z-Ts?D+pluM=0He?HMEJC>0`CI{9vJ`ejJ?0@LS})5%feVk? zIU#kKB`C=Dnyq`c7-n_?%ACc;xM`--P*qlhhr9mn6Oek;T~BRYxlR!TKTY?g&ndzN zw;6krWQw4A=gu{MDN={Ww%ZvI?>VJ?wjolyT;fuQ%)!I9!Q{BoJrhbE3PqSwFZ-Fe zxCmbl79Z~3SOo930>wl<`qjzV9)3@<3BFJ^#Psv z0e)OKJBgHXt9V#oe5_KYBOflGuJl;Y3ZP}4@IYOP50B=O(f2ldM2s&M6L;f-d;OP^ znkOF#&yGKu<;6$Rs;WiXiAu}V*wp_kR6hNY7!_0bR@9ddW3PYLlgU2M`9{!-kJ)@& zI>NBb8RJ8rdTnD%tpIb=w%?lkR0x6c5Ag=WT&V6|Gg*ALi&YRah?Cvfz-eAw>a?ac9oz|>%mp(^-`dPUGwA~4f{S=YIe9V z5hi^n$TOFP*`ks|Sts)Ftk2fiN}7v~@j;6V3Oq!%TlSYUd$dVo*QjDG!?$g&4TY<-_(rtxu70 z`DpE)mmq3f0M$2Zx(gTZF|b(AXsZyZLu(h@993bW`NbRCIdgN7Ea4gC_AVDiW0`+M z53!JLH)X1MhlT%S_1|6}Vd2+K@lflZEEGK3H^=ff3rAZv>sGzR;~KQ zg52PW-jFF4>fg~P9Y|eXqMMOG`N~3N{~$|woP|v9|IFTxu^^wGlsb#FkDC7c)lLk4 zS=#mb2MeLan%(O1Yy=Nb>IGZa&^t1^W8rN!XeD|a)s#GV4-O7hQaRXofUe(omJ6}r z^VZHYvk`shgIDx&8lI=qR!^*?Blci#`=As9%9Sh5d9oN#zc-&!GsHme5_7*o2_{DN z|G3aUn+e;%wP_#cFmbsu<&c^p6JkwH;wD7e-vQgjr2l()jC%YmCY~R;T~{Q@#LRmY zo6Y|*upNs}Yfdn5)#01Z)6WdZKDu$=_&o#m53Jgx-ZAibB0I;37#DbD*n;#MP8={X zoFw%mRowHB1rzIAoIe-6V?rw<%5=T~d9T5)b<7?%?9V)CWZd8&FDc>M)-fL9Hn%h9 zI*@gLsY_krasqM<58SQAa+a0#cKfr1y{0S zV%iv(Y|XLBBJs|96ffE}lZiV&==1-|GGVjqRp=5qCQ43cdp;&@75YJ8Lo%Ld^_m(Z z#YEq=SfvW`p43}i2lB*7yr+Y99ug(*YrV;5dE&`6x#n`ja>nCdM#QZNk96FK#SJXh z@&EU$kIgP4YK_kE>L$uA4*c_jSUclewg$Q0*ZPJbdt&w6@c1y|yM%<|9OAH^vhf+> zxf$D;^~79`CN zkDp(298+b&dO26nznTfk49fDkaZEhIWAWHmOdRAYb~}dTVkb9C)Iyo8J0I!3hqX!I zl?H8oxGn`EZ|3Jj{FjR4uGrzo*Voz^=Qyi0-u#aGs|qh7?KcA2bB&4ZH|PPscf`8Nd;^3RT~%t%2O_o}s7 zW;!ldD@R^!&qUgF2Llm0uVDa4C|JnTjMO zQOL>)Pe~=AvJ0hQgc3?t_Fi4?H7*zTUKB$19vRsUk&%>@nHEwie$Vf(@8{h2oagL& z&ik@lVXWY9Gb0|t5=@)x^fU}~C4;_34kkde%#9B+<+{vpFa zPV`Na-l7F+&lk;5hZ?tfxEHj49IOA0-XeIXM0>lu{sD<$1Wu&J-X;kH;#{kU@-X z%;n~JGQ=-U3M+_^VIz#hnPdC4ZjhsHp;?pmo^z;`)YkoMyU9>9yDw*L9~lCU&%POz zAj7eKy-pS>GOT@gm7Rz7YUY^qqTMOEyH*a7!BT0Pw(Bl3XwMC5$;>1HZ)Rnj&AlXu zdlh9_SDpxezXrqymL`CA|GMnM(0H&q7d?^2M}^wDc&p)mX|P4)youCWDtzo*X|*|? z3R@SS?dE<-0cpO%*X;=uFuG&H&>BdAkbn8|oBSxCFDK6O-IoIKF<18N#PqT1mBL_D zyXeTti~baNR-dxM9Y6tkc9)1b%IcJ% zMw$Y{Jj!Q1TT_6UgF;slPXS4vF@uellffs`)5+Z`tLbIrqFb#aOB%G*p~_&UfugY^`yYZrE3fC!pV?+=jOJ1+==i< z^KZucl}8|JTsv{CJPR@v)Yr?xGGX!S-+>j+3=sN4V~&ldgD=_O&eD4t9JjK2G~`GF zOR@40-eXwro7d6%kI-O#ZY@(tfd;oY*`;LBbKffYd{KWU#UFL}e80wB`!7l~n0A&p z?x;!wfrnB>QED_;VmLhYN1X<5&##*{YS19Iv7%uc&|tvJ|F|N`w>Yh-gPxkdpl^wO zbkqfF)Sz$Ape_n8?wYJ&xhO&IFh^ATsbd2f;|aDHA4$RZ#svEd2}fz5QfB(E4C}4` zV7XfW?T%TD?oh$FgT7X*Bafl^(&fGiOpC^+uC<}B_^p%Pp@C}$?=PUN#fn+$X!iMY zUpcY-X+j}M2;CIbJT8Iedl7{Q7{~MD9}jIzb1PQ+nxlnvm&Bb=Mqk-2fv5&BTO^}~ zibsZ?p|O_Mwss#LL)Vr+mvgb5dq+3@&BAuSCo<|TVL!sxcyzC0KRZ<1`^#~>*FQ1+ zYCcW_H)$pA2bwgnPZ5zV$Ld?7LgqKld7z_>y}zT-PnUAM zsi=(8f?)|dQM91;9Gx2wbLdBJd$d_iqXza}1;5bODXO)sS~MsY^rZ@+#6rDYvgn&p zy;d#MZ3{Wj3?={Ad*&9pwx&H8jA~G3>mQ*dhWCp4&>R+}B`#dIauci8#^|moE;$mq z))o-efC_igLIzOr<9`p#qdw||a^vVC#f(0T2J=|Oaq$ik3ZcwPYp*dd3}9M z1<`jm6uQ}{uvNig>0Eyr5PM#KV#>;br0^3{>AYER|7-g;R&plHJrCsEuAT{Q&Fjiy z8#19xw{EKSV+M5gL)6~a8IblVn84YY0UQgr&WN{Xfa|GVoR+>ws>;GO6n8`>#ll)EfDs2puF<1`%XAslInKXz6<4|5||#TB^^o>+I-|RNAtq$d3*h z`-%4!!suXiz9OeOf)1|7I(+BR!=I(!ub~^ypM5id-em5PQAHIPq|bf8{K8L0&aZ{g zp>oFwhJQhHh?ce2(hj79e4PTXOaL9$OAE}K{poP#8^QB`zi8Dc4xn2*o%gHY^BtKh z>1$X{(N?7|<{=&4IqP3yeS-0Ip0#j})8PW2kWlkc9QTdJzqVIoz?-LKH&b;op<@1Y z(EzTCetor(xM!&#nbaYn*^>tP>3UQ-S~~czY@9v8Lj`A%E^2^06;x~OMrMvtK|}BP zkpD?4Y!5xhpnaMO?6q=?bZsiM+)ea1J4*$oLXLr8BPuYT+1umdN`J?ZYb>cCa8n_UQsS`}-Svj?svvqf`q`*7dfRxYMjwrNb#0Lg^IPSG z<(}L|1?>z)_lVt8SiRn3c?HK$z~t~tiAz)<=-KVrnnZ>6FxPz#zfeKOQ|DxHZ~`p2 zcp1#~(SSL5xv$cQ4rQe5g_t|o@1u=!ug)Yxh`-n{eK{G{c9IXgc1!^-{n0vVNeVQ4 zjTNoxPXUI{3SYxrWXh6TnZ>sooz)?yN;3H z`_YTXL6JPD6g9jb zT=5q5@v>(BgECt>8VS#*z~zfu^)=DYHh(g2peD<#!eQv>F1I}esO~=l*SDys_LJB( zG-fSE>D1>G&?>B2r}@#OzWcnF_&VxT`v}Fb2wISJi`0um)5J?8{&YnJe;{pISu3wnnjBd z(?FrP@8$l5G?-TmD2cWq!kM!iNp{6V7-T=h`t&Oip0?Q;~WWucofnVuz!UfYp37nk>FmYbJ`NhM&{Qzfxo}i zXvvSja_L)_>lqwK@ILdSlvfQ2Jee+MM!LpBVWszEUv2_ynB6lys+0sqJ~rEbu9M+c zLshuyBCgvoVTQ0$Z@9E{@uCSM73Mls7UEBZ!068t)QOgGXkqF1N^XgQLgIAF(ytg0 z3K->f<0C*H|A7dZ^8|S2kl*_~F$2y&+3ufljR1`@&rbBBL-Pl?rqJ>|0Y%9ekOoB-@X@y}JT zzE3LVomZ1GU_W)M#)K^a`0t(l*Xc|EQ@^+A{~i!vW=5GeH-Z3aRYSV7@dT)zaK9a# zMgWnmdsfsk3GgMWx;6YU0qUMTi;~YFz;Y>9{vx_{xvBR|E&=QT4fI=%~18 zy<8`nXOVpHJKD#s;m`ks0O4)SpOjHXMUhV?XsXmspWEmQ+o54^)WKx9%?C~1dAXecenMVqN=pRro$Zvqrxgo2ZFc{-8e@S;XMD$sT^!h}u7n(xB|<=2 z(x{3+03`Kx?xa2oggrl(DpMgCB(IKh-U|wWpoLAIlaZm&8kNDSbR`TtU$R^BZViVl zMT)L)PB^H#k=k`30wf#5k50djfFW`OQ+Y%rs4c&U3Du2)hpWxiJNHC`Xsvuy(r#xc zzC7vZ_0a`Lf-%M#sdr(L>+rD)R&Kz4F|?{l%N_bx9uM?-d4k@`1z|Pa2XHg*+|Q#y ze$Xl5v9V?;0Hh&czHA~Gd~UTT2OJKEP95T_PhC;qanLv*0N3fD*YXWP?duKCzD!=F zF=#Y!>5NXkI${FZ99g>F3w97haj-~z?gEs9CDD7`-66wYB6r;30kE!D+*$AUgHrSU z3w@OV;Lvb+(%^0o*uA%3?cE*%gB3Ne^)o`j?%>yI(Ze_3+dKJe*B(1qOYif4bkGr& zcyz|M?7j^_cTX1c&EAHz_#MNyxSU}5FrQ~Hw-Z=2D*ZBHa)Qn$Yro^}-3G_FfX6w> zj^NU;ZDrG-9oWR%R`Kn*4y8?-4Mo10LNIeP?e&&mpy0%9Iv5DI%mh9jdFT(1Y)Q|5 zSo(oaiJmbPeBtr--Q2qZeSl|s*MUdi16st7At2`ij0|SiPM{yW@(wY}`+%#kY2mt( z4=C@|`@QM34>+&-Xn(rm1F6i+k$PS}@H>-xYv@BC;JU;nG?M58hB8uL*OPo8ruetY zRBcZgm=sh`z1soAvDrH_u{Px_$JRFPZ|yfYo0?V{jI~nh>e|`esPE! zJPw0Af3tBo8wQ%E>;xMpLcxmar#@j53XhI(7F_NQfv#QaBcWU&;BM;|s;CqUdsda6 z7>dM$*;{8}C#yiHJD_w(Mx6w7dhnf>!$i2n_JVCBln6!YQX2N^L`Zz~D{5pZ4it|x zeiq2UeK%A~=1`7U}gg7d|GFvb4Xh*8i3CT}fU)o;f0TKR#bJ2x2u`W`Ndol1lc`T=n!tSrr!a>qRaFLBOR2C;f=EgrJ3kQfmDVF@qhv}a$ z2wv%^W`}CM&OtnvqeATWOA%oxbs|1nh6o0mi!vk>h@e!YX0Tt02p%aj!zL<3=ofRp zRia7++29_ND@Tctr1#@94dvdVV$^|tg{!5*=#_oaCoE9$J)vq2e-y*1_JJ-0%fD1WBLpQ<~Y@5N8%{(S9;sHwLJx-5>-=d zEh&&GBjtU^oB}C7=;061_?lbI-RPrJx1Us6P=M+hJi>gL0{^__t`(rB){%1k=q~SV z|F)q*23v$?&QZYe>yN_5EflyZt$X40DZHP)g){$ums`8s_Q+Q<3AVHmvTTGCKrb?G zYGV%(_=_|G(ynGfy+xx!X=*fd28e5Re4v9-y1;d|QX1?|>!XBh=Xh4})Hp&8xqlde@KBJ?LHj407QlQE8$GxMdTT@TxHT0}up>PCR z{50Zj5$a`Q(J_ch?ibt5P=)dBKf4@2ckU}~(?|b0`0a8-1w;&-Q&GEE@zxf!=r*I^ zXLP{rgA;Exj&n^-iz;fDP2PD8Wt_c#I~;vS>GtSu0qfB28H1O0?AV{8>PZiB|p0vA)PScv| z!qDTDRGvb#f$C#BfEpgPs9i&oO;otW>TtZCY_rire}4Q{eHRr-=;WlJS|s|7X4G@t zy=o3UO48rTQ;*}3Cwg54J^b!(g%xVbKgb@2md}@6eTtsQBbE1~d%IoP*3h1tW>)(f zC=h$+LYXeQVfh~GUGz!S;FT0KVacVe2~A|?XPf&!t@gl*`x(X&4l7ee_uaH*wL;%y zAGi{VW_rFYDnPeIZvOKYy`X4%@E_W6vQA7C|JUyBZXeJ=54%k$JEOAOb8jW0<}di0 z>QK9v)Bcm_ffDl)wk8Uc4lA?BqhEwg(=MS5Tmx*uXyA?^^=dT!$DwhSW(q*$3Ml{$ zi`sln2KN*DhLV29=h$zjthR2H(y6Ox)=B|p0UzTeRJgJ#w*l4F^V*q@K1ySH_Y=#r z>B?XB#`T-AY87i9jr);*vGTSI1;m6*OljdM;JY#DQb=4fq%2a|47T?#8?tQG-nGOkUmgg=!NC(5xCT@|A;`2mfh?rk+F^{S5I{uG5 z5Xnrukq&BSCz=}2l$46_>!_^wjiD2k=^!B>)2F4L4gnWHD%x9|G!Ji z`J8QtqCuaOtXeLg=w&5t4V}4S2}2I_|9_kXgc^?Jg)6MlMbsnn;f?2r9-z}`*l~; zyK%fS8I_h6_J4|oxsB_Eq3Yj{ZB#(N-wydTri=4sF;`TARw-TonvbeoNULo|%THHo zPocr`0Zr_f{}cbmj{tPWF-$(O7;UNW`^-UgVL+>ueh*R~`VN89!HQW%_TTA;* z8|!rNe9Sz$LQIE<-9vRXKhi;wEGBtSn+h&_o0aJ0RLD$kVw}VELE2<6a^fWon8&}& zXt^W;N$!sU*&zwuo-P#Hevk~t6%?J`EHbPIJuOk3BSTwRGm9L1GK4_I%b!BYkmzs4 zGIKB)Gy}^UU5_S%$e}(bSIcDB$Popn3zI?Od`Z|1`xM~*zDq?C&$H;f=FL7m|e1S(j^kXt-6< zzN07?$HE&Tnk#$NVnaWU2Ui~NqYq?oxufP={eukqzDc*<<4=Y!N0={s(@BOk^NSC* zM<)Y&FYl=<{mGEeIc664F&cWgd`?wekAb>m^0;bp3UEf3=JYB(1gR?tKZYJY1kV#6 zgL(GiIWzKH^AO%|iW8zFT>bDISF@o`1><{UJGCXf8sE=Pys|c(BLGh>XT?jdSO}|C z7~drs3xu_#f>pIxSiOI^YwBbyFrLe8e0L@m_Xr8wQDS*BAYc51kS~Rxz?7?$I%b@?8k4Sx18tW3Fx);_+!I2RPDq3 zw(S>U;XeQX0RR6K*LggYUl#!IiIfuAvZqoZ3fYp%L4~qpiGS@rlngR+w7IuPr&Va=1-aP}SQ=leZfkCFGE1XDpeaK`ppUnuAY&x@q+goBTZ??0dERG3s=6E_u;EPT98ZI-YfEqZy+8wQp_ZPP zDKyymTw<9{Dh)`DUvm;F?s4g9FREb9ynJ(WI%E{8TZg34K=!1~>~qwtulT_BbQ-)H zi~afnO{1uV7G}_(cATY{pGkuai!zouSu}`J+AI~CO@pUbS8yq^Y2erCQ+5-rsVEnb z%AtX|=x1gSnpD$#vk7GgZmSf|rGft0Tw52E9n=1|8ojw8n@-8YJgwgE&Csux?3MCS z;alyA<0uDDEr)hK#zq5v|yltaJkn_|Ld|0d0Hzk8V;xgYEeZ3b|m4)oN6&6!FiG>8kGTA-u15;d=Np!1)G z!^N)Bz{jb1aURF}H`cHxFpr|jj<^+g|IFH!N5u>ptX5Fh%sE1XKSrsgN)#HbV z6`irk(7b>7+v)fuFy-_j{G&|RZC)6E=mHZ|Jgj!*dN6?_vLfxuF(wEUO3zImVM1!y zo84bgb^5KByX}~8;=!b17V5JtwR-bWCg`kx>@$j9$tm}^gZpL^tC#xPGa=6T$e~3v zp*nrW_c#;$+!b1yQSFK+PLd8x&`xVWn4Fj~3PqOlnD z8Kj*5j<%Mnod!oHoNF^qPez{%p8np4x@t;>DmXF0{n;7OP_+FOse6WAVhqqAQy*+LmE=;IuU(RoV_6n*$xP*Sx(sBKYJ}ch9x5t$US)Su}nW$)U zxl=FdW97lK#SPbsHrIrpQKlapo}y|YIoxYbGNJ#M#Z4D9DtCqbO|-AEfoq976ZGCj z+&F}q*lOEdM0HZd;USTFIfB^#tWwvC~!1mkAGNLw%gk2=9ScRp16lu zJLU~KzDkvf=Z5Zx74HmUf*t#de_99=HrTCAEDUAB1aCst@^B`IS4u zr)#akYxKPG>yt7OOt4Tcl<`L!NA^w^qgsC~J6+J#iUzGeai2h3Uxe0KCK#3pzv;sJ zb-M;h_Tc+7<>JxnX3d1UD-Yg#>oH;1fz-?ZWqgjAqaNxqOvu|>e1#^-gcswNM)hmi zFin}Smyy8FNo;Rp8jcm@j7NH;n6T~Nbj;-7A^LT41J$x?{yt{-;Xos0l zvPzgE70=T)NL?n6eI*=QHirh|=j-6Is9RWkgt(M+cfxQPWjZYu}(} zL_~sCMl#`j6aV5y^yQZy`rK&vN{uIJxSm5Vi7Uc9FFc%IZNziZ-USAzVE+|w53vRD zc^EA#n^wkpy9e5udQM}%4ySs47-K`f1B84IWWutDZGUG_&#vE&YjJ(v*gwq@jkU~> zPeQMkt7$Z&Pj1p=R^fAg+&1SP_L&V29d{~U#_{kUt={SXKmXrZti5=SMg80ALiGB( z_4SHp@bh!9_TomYW8Ie7q?U0uG-oE6ufci+f@~YpX-xQIBO?Cs920f~(~f;lWP-AY z*20VP_&v9U(#xO1gd4;C)~i#QpbNrgL1^Volb;Q!(6UV_U(xZdsf@#@-S9t#EDP_U zs+c~<#Qjb(NosLSux$?h&4cHx&N~-9jL&D4(4H%jSVwT}i69BAFMD#kzzeL`a?s`R zKU9o9reTWn{6wp>5Z%vF8?p=Q|DrEPDa3u3{SE4au+QEJb(&wJu+RDHzZPKq8ygL! za`4l~kaq zF%NnFqIE4ncMs+=VQ8`JZ#HUjY4hwbx=*zxYkM9O=yry=RJ26ldfzj2+_rC6C?9`! z*13OhME6B)t+ zz}y$DoAXz?ikgXw?utVH&83C`#)Z|m))iqruN3UtCNuC}5dv8r@l3e)uhL!--yhBT zim@U59aKm!db(;izK2{1O48CykT}9G++D?nn+1+mR#(_CVBB(1x;qgnoDR&ZH6?Btp&jgWX|fiEypzROQ&(M2J=VY@WJ_4HNrwT_t$g zFkWsWm6(+P-kf3{Z@y*2&T(E6@+BJ%87Zx77|VtyLD%(S0~6qAS44FUj*A;E+#Ns% z^uKJ4Kb-)1LqWCL42u;wD#R}giq2~Bzbq|((d0iM~q{b!GL z)TquZo&JjXG?9X=?l*kP(^%kn`%RsB5et0SKi!9} zvOtTKUF2NG0>Ovfj@78+z5^}Y=vy09iv(FC!k*EkLx@sWr3^9C(caV zzhnDU6>kX(6fTV9>R)C-$-)Bnam@cqzv5Cx0SkOvbh{NVvEa?#dpFE3vS7~o{V@vK zP`h#~ANovSJ}vfT9@NBF#yjDd!MQl}7;RVRKAD31PJ9hI)P;FkKit^wfO-EeyA#@5 z%mQ{r<5r<7EXY*!-}?hqomujnfpt(4Vh#?Y(^@MBHe!7rs{;zGQ2m)*Ara_oY2L9b zs7{4KLo3QHuvzp6s-4s5A&K`o%J4X^k2*)keDgp{P9JYhLe&#*-z-CguTxIlL2H-) zlq^QeU(Ey@MRTRL^*+Zul_3uWzTo+FTMwIcVO>c%OCp-FFWU}IXe~vho!1UjV*S+l zDaK8-*e&S0-0M70S$g5!5?nV?v^TLpRVy@(ao~O*o!bqvm`~7nw`dyX7yf(az&|`s zCA?<))^f}jzUL3;H5NQq7WYX;EtFri4x$qt-7=yTERYRzY0*RXoqpuuiT>5dd&EK| z0{nj5MKh-!KY53qJv6JrRmp@>-(XRr*HHqAP<J=a zrC-tE4c`~mT*v!p|7X7k^&Rtk6DWWoHtkyr_a}@ zfbyJ|6SqW1W0#){MK_+SS1LdoKGM4z(a1VCpCMF7Du((8mF3IG;;v$W`9y@>YSg$rQb)joE}HkSF?a$TrTld4GSuahbKNhW27q5o?3iN?}YIK0w!ZFqPZ484+Ap5&Ac z4bfU9AG)HU{eYi+7&R75;?Eftzdi>MwaqpO&*I>+{)*iZb__^7t2hvPi2;AoWk-1L zF`##o>q)Ig4DeEWcIY8mys2ko0UaD}OdhUfK>xx-cRI$=vxekns~EuZykW)ERR*Yu z@rG_HU_i}>Z^FlN8L*|H?nDlo0q6HTml`U~0uguD?j9Up0aInfb|{=sW>#daQ&12(E05rBsNwuAmshF_x@<%^KP{|G==}8 zBhPgP=u^VjN6_wFc@tOAb1MQ4&7c8^Kg)G*U|j2tkz|xoY4*Jrbv0FdD~I=fC!y66 zguW45V*v}btsnd5Ekl8%d{`3I@?6;cCwbe18B`46nr-1?fddEC@o-*JXHJ1MA z8OGI2j^{qd{OY0wlW37jXM|ca1B{f*B;oBjvUbc;Miu85OMRRE!}z;X7cOnUvB&+d zNo5$$<$ckwA!lifMQ&luLKKxfI`5_wqwb}X=j77r^T6DMQ=V)+md8=-OuK7Sc{&O@M zpv(PM*ibacjR`1ye;*B^@?w_#ebErGU+jWpPc&?rqb+%a?{}f7wUjOTMwEAlKe{gN zi`*Slx#C6I((Y*BmmEK8g-ZW@%Xt|+dF#THIka5wgS#o_(PB-v7NJ+#V$aN?of(h$ zje4WO)hb0e8>J1}tBs=dn=^iD;Q4vWD21`;A)eZUuhIMWyQVkvN5fl<+)RJeHKRn6 zpcf{-z2O~*2G664A@-<=jKAbHv?$T3;TIYf#_4VJE*h-b{Dia6#_!T~!zklapSwEV zw`L|=AO<}eZu7A7|KlaXZtDjze`g1u9~vYVckdCp{N`HcRoGA63O}A>XxaV4x69Bg zS3B(IQPwh9F2j$}kV#%tX8hlFe%m3mNTrdY_9+^S<{0I4ROU><;SMzUgeCVn?7P(* zrSlY8?!eJhi}oHKn&lbB{r;C+kDBT=eM&aDUNacG9oty z|L+uIw;hdzV-x$8R)n2{5i_r*sIPI*_EVqPl7;WR-8#1XK__qy(RPjsbO%?14KBIv zK435qx##YXAJkqw74(ZU0H#+zaI?=20DmEKh4fDW;H;d+eVr!|B=oM;T$c@m4h?sS zRJ}k*HrU+R=Mf0clve&QtO^8e?@v`mJ5Iw+KU?jfO+nD@q8aO#9t@7kTWr~}A@IY& z!M(mY6daso-fP93BFhSSmp}3HBz1cp_Z~GoNg7Q0jq`W95}9^yYtz*(0h_F&iT>2e}ddT7~`3wj0WB7bf*-2aCk+k}i z{Re&We7nlZWHBQM^xne1WsM8iF(1>${`kXz&t~RU0->Na6>;caX*>x!)|s!F5KC75 zc9;BDN+WmOlDA!R3?uGY&vgaQ1d;tqTnD5z{K>x`sdZVC-lR@`EU;YLi%2ZzlHlv~ zB&u9G4BQHIjMVB0B>Q`jw=Ya6Og}I3_2y%5J)A#!J@KiJ zrx*GCwAkdK1@7zZ@)F>}eCIhm(v3Yy%Uw626Yt!~!7k>X-Y_?!t*C!nY{7|`zkJpA z(vCq|GY*KC=$ezMr^dfjL)D1Nifx+V8ZpHD#e~q7zjP8A#J}h1GCJ`Q;d%Phkw#d( zGd^!QX(TsNuWaIO6d82-w*PHm6v=MwtTnw9MeKRlT(>Vqk%?+|75$oI#lBcHZ>ACHrbg~@R~qq(;+FtMK)Juyxke+gN0lLWf<|1|jgXtuHn4kR zyZqd4I@w1XI({nsFpPck?fzy;C#s@R$xF=WsIXa5$buC1qQw5VkNRY+u=5eU zcR!Jr_ug2w!;nz#SG_PJF{tHT{Ix_ zqXI2|e;bhQV=K1{&Ki)?I-^T+-wlXS%x~#E69&ZGZg;)qr~whvjLPu%Xh0|hyUQX6 zFg{`3xAblUqH=Xk``T+<-&$$`+l>1aEqx{$ar~UpzN8-WIGimId1ye^ zTif=?-7z5Zqrr+w)wrM1VIf^%K;qk2i<2b=#3Os)N`9dM(b9kIqnC%{oVdt^Ow5*v6y5)`0v~f6N@(>Q~SE~KEz<&fRe3k=%C^%a|4Wv_x{1fuETmg)AM<; zPwNxw&d7W=BxBXP?}kboAV)4UOrGCANOU_6as*s8A@V!dReh~6BP3bndH%IDI4ct= z8X#do;uo^CH#Az1g5kp9Z~HCDL`6(;|3ypk;L@Wzer=XSN0%o;vEP!MjdL(#M5lpF z<6O%5E=#hNEqcSK){-PHnPhV%rGfQJjSgQi3!=Mfw+2x+BmCpF>zuzBk+IoM=cUqn ziEdWOT4d z$2=PYvg*>^2RE)-691LUoQgB;3AJ2OCPT}Wq}s~_>s5J?pO414Uo!Cj+ntpHx*-=p zCAN9Q;#)HC1>T??90?`w=4s_slnBxzy_{2E6OHJ)E7lbD&`GL+hGs(7IT%P9v^{Jc z3(s^zj@rt^fZ>ugnOCf%!9F#hC+Q;{-cE8JJAZ=?Co@z8(v; zb?4~Nkg-uAH-ZjBUc7b3&d}jrbG#gH03CKVH^G-vbjYe0co^qHhtv+u7d~?9(^XX5my$e-)`(FL8({qUU=b5Gy3@4z*94lD?A^b|mkt?uJ$Xr}j?>epy(q`S zzbb3}=-D9ZFhfYE`&hhqh~q}E@ALtyya;QEgYK46WyPG3J0Zt(W$!M z;jqiDDJp&;91JRKlx6>g!(s7z?;KIipzjZs;ryW*9(fgvd$L(0m~$>1)(VFG$NCWt z#twcb^=87sy&zV4aylF=cW#$b#qq^mL0%6~*C2t4!x(4c9<(@(ek;B4p7k>vjJQVU zRA$5BQ%JP+YqY9@Ki~}JZQ96NEjAwxE_4Ue`{=BYt^JW-;ZUA3>^zH_&wGxgVIA$) zxc6@VgY}Q*X11a3BTqkj{|yKAc|q+JSg-gR<+u`byK!CnUc5)Zxk&L3sFA+ATjXLm z$d<0WElHt*kKvD{_tC2J7PdA^sBk92t9%Ci&i`_O#X*Ij=zSJSoK#?Yk;^Yovrz4M zkEK+|D5x=B#zh6^E|p8g=&@hdrgfK5fwDr*;2r8LQp65lPK7$owUc7pRJawCrF#c0 zn&D5kT0w=+TM|a6(21p#UFTO)q4i$yc|{&7gqD8!@EpzFcS7UjDk^YKy^iPPrNZ2l zQGWsY=Tx1t4j&b`POHcCp%K5z-=1Af1=*<$3L^Ye*rCUcxP=~m%in1(K!x_4_)TBY z3M%C+Q;-TPPMv)rFGPj)j#JW4(XFN)fiA*SP*fUhqO769#YJ23i>N|`0z~MHC>88VG~I>7sPJR^^#@hxuDhH0%*3fMqm}P8jt1Qqu8EhRLb7%ex2z-; z5~4Q@P9?d(U#X=wT?6)@cDH4l;^D(k8q;-@%`l(*?~{~J7u9pJIK>KeQM}~Dd<{IINqERfhvPlYK;jNWKh)ORlkEW8PsZ9 zr0*4ndUO5DFId}w)?QfVv2ram<}1mXmFkiI0RRC1{}fkuT#fG=CaDxj*=bNBA|sO2 zl_(-fTG|t7Xld^{=X6e;I(xOKL?To)b(%6GL^2}D*B(hze(&$E>+^ix_kN!Hect=N z?(3Sb^>4`*hr{9!$-_JI`@O{KX|xwle)@~UI@ftbe)Sa3HeY-|CEQA^*AVgY_LkjZ zslBIvt@5xHXGeDrI(+dG-(FtyL2)=x%)2RJ>{%5iHaXES%dR<6{M+W&x`0n%;%@Yr-JjAvNd_9M6UgClor?u#_j)^G& z#dcenLE^UIkbmMIvEr%AEBo^7;>D7gTa+y#Lc}8Ww2!*>_Tu2Q;GV}X*NB?}OkLH= zRKzC6rn-Wc2I8d;yWT$vauF|lL2Ei~U@v~CTc>!{R2Kt=-DtJ2!fY?}s+I21)NRAFPiK+WD(K2yFLTi??=!B5pY7XK#5p zqV`wcG>VJB{KECCJ{^sOmc`%O&y=DNaPN6qYtktMynZ&2P!o-;ZSiION8-`u@KxwW z;J(9|hkIKSa23YZ>kyCjX7Vz5-B@(>H!Aj>iolBV0}66Oksx39Q~LNg8oKORr+!usv~0yV4E(%gucDlQPp>KecFaw}uwU1SznY0~+J4kR`9v~CgcTWOzfy4R>b{ee zk;ypvcel#Vb1?{x?^Bei4aYABW@{XB=vUqyxtRp_od*Ie_oU+I z6~#h3vjb+S$giz>HeQ zj1c)8cud3T`Ro2>6ldUux<{Izi-u*7o(Nt{5&INVPA9jfL*7XRV`>xxcn*hkQYg6I zXKz|JL4_jY;o$pwG-XHH;qVogWv+Kh;RpPN8pL;Lp=v!HUFtoH%Fu_fBkl zcppystHwdwrB}B$@8y7dOk$IfF$eEI6c?!Jb5KVfb*P?XgTXt0eC820+P^zw#@Vxx zG;lU#=QJ+#m5bL|oA7XSrf}epF%L$kn47B&c^C}Q7&p4d#crcMlIR-;_YeHpRwBp2 zVTR9O0ga7^iPV(N^BgR*qpY~Z;6dnmHD-#-ho{Lcgn4_y{n4?ahLayL{x``Q54MEQH*%rW>Sm5fpRnRw@sOP#F{yxWYUK z`osUxPa_A@a*V&n3Pf*nVoaFxb}(+6_# zk#X8CL_HU2*CpT1_Q=6vSv|iYYY_}$B(Jte2r-Xc@2BG;fbXOR!D)Q-{WNRxy+Gux z?sHh|!bB?-}*CE#>i6CpYO+KrDbA~bT6$)!aiIBeWr?zB{dZ);jFNLvfBCxXVqdqy4`RClv9pMSPOsBPlQTGIsZ=w(J(~-AMSt^>BV5=@Gp0TlaFI8h zIIT{Zi!p<_d5c^*D0yC6n7Wyb_3?=ob`P20djv&|{AQr)<*j8ie=*UwVdc>J3>NNJ zIpzIfvT$lFE2_1Fg}Orj#f3&J9M=+Fn@D4#_BZ*oV*vwubL5OPUuL6r)1zmzninoPZ8g-czw$_lO+}_d;lo2V8HiVJk1)HOfp;+*)9rFI@MpQTL17&YO(|3>Wj`v`@9k_oEuD_Y zpleI24asQf<@WteCSi`j(TVy|GIG5uw43LpgFE5-PE=08XyIE_c zec0^#g#;+<3`=q$!ExzCV`d8p12K2SX7{P+RdrUcVAEkd%`bA<)of%B^b8giGtfbj zoR}D4;B2e;SzUbw1lKEZRXm}NU&6g2PLI0ZV8!eCqiCC+4ab*e`%yoSxdQzZwDK_WLCNiA% z^p3{fN{6e(w&j}%yt>HgwSPxCG?aa%0*|M|W=4~WZW#rSqnjhYeI;XYefgG4&S^MN z);2AnCJiTNx}DTMM*%rY96no(iZyY!C1<~&VqB{7Xfc6OMRu-#N-4++m@}^@frN0I z=`UBFNkMOx^v1}u^v3faoL;K$Z zJTx#!^ifR!)Oo9{%!qj%t3|!LBL;FeR8)I?Be30BrozHE6v6(9j<5~DMg><_>q(tbJ6ZR7qQ$nCx)o{>^6Ao!tKc(9Dk=U*iV7qlQ;q94a>3luMe#p=6zZsy{CV<}ov^$F!nh)7{B3jZc8iO4%Pt zH7VGU{`l*vnM6HVihU;LkTF%|_0@(>#@{{1m^rp-*nG>Wbo<(5ux5@d<1Q!kg5O5F zPxK_X(p_H9Y)i#0zS+*}L|pqIQlgPL2g1_P+3(iB z-8&uQ-LYkQTdA;GGxv=E(g|S3+tUEUa`qPTX*QS&3DRrbV z{8>6=EHtw$zS8iCT|tpbqhSxfSlpjS#eMgiO7>&vxZWIf?hMg?@#~XMW*wkl^WO_@ zw-l*xD>Yvi*+;|jjT1>Tc4eYC!7yS|XC^eVt87<&%0w%JLG_ZL!=wKsla@wD%)?8* zYi4EPLQ>Pr=X3_du78*JU1cKl-2yL*P9}D<%8sg_Q%V2jU2IH0|Mft*9}C6r5?2Q^n9w^R8*pwD3$NJAD+F@ZC+jqf>|uu;zVkz?p1Z zKG4F%uuI#~MKWwG7_nF&Z_LKABgb|6->~t?cfZ=%FgD@?zV1(!V#7%NQuKOn7IIII z&r@n*;*CjOk>z0~bSs9RtrRoS`_}fOi6k5T&m^fXuh(}>~vwU5bfRA ztf9feyf0NH%^TUMTC!tnvk3>$Q9wCXkHA-mTKq2-)nNTew>d&PYaP~jE^K4pT2@oJ{*2;?VqsWL$+a`m8&uzs$LV- z`Vl;+dOFv;c5xBcv-r`AG9D63&$`t8CgT5WIBq8tfFrL!`YsTl_|Nns83f*<7&4XD z2++fdS=aH4&@Z>&eSNWzkCe#5D63E&dUxA(Qu$n{-LjVZORR6U>8iUNW8AV8cVV`tgZV7CdnB8)zTb^RVA>#WCw4E}CCZe|l56 zSf}zhc+U+k(mSGmH`jAfXrK_(vzdnrH6Cl0mhf?ZufnH4bA-SwmTS1C5P!Ujj0VGn zP%mB-XZT5g6}}ekzJK_LGEup{@(~a7Xcbl3U%B{x;nnUX=3Mk<%o|N6^jpLXEvM`w z#629AR+7BHN6*j~IlY|%TyGDJw2@|nnELU`iR zB|a3?-_{TE1)x#icz$0e1ozrb$2S%tWPEM?5;G!#d;3)D$F&MW7pEi;6W@Vw^uMwXB4e&$No zIb3X8BmLT>nhlGxp^sBUKh|H$Qf$lQLdJ(d&nV}kg73|eCB8>`^M=ovUP6eRZ`GI% z3ZOmZYWc}Vfb)*mm2aNnV?*nI^$M4HxV&y+KdFoGM-oy>_k8%MbtoOJ@a5y;DxI!r z%LOph>yY*(bhrH9CXHyq2bFudx-_^8kiDwrNe!?ehuk*Uxi%MPkO4g#!+=MDuK z2(e85L)^D-gUZZcJ>s3UyG_m(VM ztsML{&ktoakPS5<1L-4@AH+ST6F?e*& z?2T@D5T;F)eL0v9>px8^HoVEl1KEPTnlJP5Ya`1m`dmJ2OCp!Gm*qkAjqCZHS9788 z%{ci;R34(#xA|&6&4<&yGS5u`1@Npe&XUS6K(B)3fouK+n5TBwt+6{F`wA6~%pl_J z4lZ1fQk9E2B`T{cn{tr5W${gUMlL!cBYUg7^Pu>2Y1xWXc`)f&c<87&4-!3Np6@Q@ z;Td!$PnP9k^l9dc<%A!UJF9(bN+k!+ug8tOZ6|!=OAgE1Ux1qXxhDcg1aOroTl9{& z@1R!29><$PoXD0@=ky4ny6O9oQV`97#PaO(BtaF3&#Yw&|XvfVO#*!A=l*AwL%ot6fJcj@ORff-*V!A zTPoMf9n%xwN=Qnb%}GA0=B8Y<*~>$fRLXdRIS-xwmU15V_;@O*R^Op6M3y+`L)9B0 zOhUVY+6qLloSb#^_H7Yd^iA*WWQb506l)eYBt+b%kl*hqLWH=BU&tGs)A5KDlR6S!7S}^}HCF;AlRM?y3*|;m5~^lAC(cBRrfxwQ;7iIuFWfnOTnr zKKyU5)tm8c91O*+DzE>;!tPZ+M(599L-ba9O7A`!0`IM%A~r z53n%ZzUA|YZbC1p&>k4`ICw3lwIphB5pEg2zgd%uHE*jGM;IJ%?j&vYS;s-y-B2-( zvmv2nA7fs~!nVaJ-cyq-q>2C0J@#_o^x|%fGMfw8NRQQOaXh#h9BlH?<0Edxbb78f zAB#W#96kSy2a3!5UP=`YItuqMzWtAj$s)Z{ej+gs{%Hm_-6!VQ@ZHLM6#?R04Z3>? z{-2eXtU60Zh)E+$wRVCZQ^Lb%D?AXO(A1yPvrPbTK>FBjqMqI5C&Kl>hgACX^sfy>iy-wWG4JkP zqON!h+tzCY&r2&e?AD~UOs_C;dz z4le8~b1u03V8gqi{^WjNHg4;$zS6apL->jNVzLbv`>yrebRu!FeM_h%rJ4(`Ga5T- zHC!w;TXUkzfs5CkF;a_s3BA>?m@QqzM%_~-t*R?5d>J#l($UBS<6F7w&}9}(R6CM$ zBsl014{kWx#(_Y6e_pp87y8XyrYxC@M^CuZ-`jE_O1V&*+`>VLL6mIuKQ^3<+ZU-B zvGF~3vHJ9-EIiKBRPHKeA#{dg-V7ZM9Ftm~yhz~Uxvr)a*M!h>yeqRb2%X@%Ydnre z%qNf1?jQGzdGJ|rcv@yG7h6X|2jd(#2zH-*l;^|7nWg%H945h63kod#m2e7&d=_r zSva#mTRoJ;M()R%%N}0iAm*c5_3ph~ActCH5W|JdvXA(=pNoU@Z`;(kaPa3Yefie{ zHo_BkYZz6rAeitwrQ^qhX04>aCXs=|x2y{~BbeA`?fP(rF$-Eo>z|3Auu!GzaC}8C z3!N#(e^&LeKsCBQ?zV!3E8ovN(ePy={MP&VhUXZtSFL=lel-iPV|~IehGjy2&j;?h zAv&JhZa5vVgn=ZTGz-5{1`<{@UZWZ?;Vy`2(vwfe&&ONSzsPf*`OLi?5BZA!;N$ls=St>66buCi7|@_%|`o^)&~0HY$Uubvm-sp z#+|Psv+dWipfFV1-!@E#hEpFUEg}=c zqT`@k0BM5QSMDRfO*14LIyIAFyMwcl-T6WLIFZNbMvW_v*3;2%Hu$f*JOhn&t?tgc zH0-@4U!P@}0Y+y0@UD+^h&e_6Pdc)3v+Lr$>@WuELhJ`N7cp=wapc_XLI&3AW_(ds zWMI(f$F}3UvasnrH_Wm%6EBa1oZB@(gM5RV$~3P`=r4VFdACUxlv~&Zq2g>TrnFt6 zoMd2`4~1-8z`*@x19oE&13x5w7#?WI2Ft7IZA?xUNS0d;>MPTssxwuTo0EYCf3t^m zOXzS4J-USDn2q@k%ks5mGcaQ4*LWy^0S#H-WCpRG)ZSJ7QIv&Qq|H@js&p763kThc ziTJaUz7jp4+4do2=1>ph0QPop5Fh!Qs~hl;;5yLg%5csh8e$JCJ+BGMKxAEx{DZ&@@cN2=+0V(qbthZ- zzymax z+L(?vQvdFm_LIR5ND`Fzk|6hJy8TfT3M>~dQAm%a!hds3=9B>qhnx;-JRYUt{@3pc z)5d6!GT7U=?FAJXDao6a+|$v}zIJHp9T~yv>VLM$k`QEEeeK=%RNQHjS$jQzg!hjw z);4`4qebQQ!{ZhdL}VEX#--EYcY4v)1Y%vULXZ4JBcpCfsrjKm5<)FzomKmpia&>j z*S=ktfZIz(zx4=_E&j75AAAl}yI*D`#cLc2QvWp^(0Tzu(|t@ydDiThgHG7O*&{ zI~BV_6a0-FQ?Rt@-_fz2BpmY9%=7x3jKUJlkOd3UP-GLa{+o~tABj^Zzf4i!N*>d+ z@}?r~yVtaZWmNoTW=e{9RJ;-ME6;0D(Pn+zPim5atzQN@=0%Y4r20-^=NAg@Uw-}a zcNz`!E3I$WPR~T}G0#OxYIL;KY|)h@`uds9qmQw!nGlbKv^;r5gJRffa(4Tv#tdD}RsH6k_$~5GDiRj@wX5z+=iL?77>9F#mJo0`@@JmR@V^%jE^Xopz z4b7)xzj|gs?e7fKYiDlWd5VVr0RRC1{|r}mT+MwLr4UIeTOp*0D0xYBP@-itr9nec zv^8$)?tSatL=j3m63I$QC5fU@T9kSqW?$x~BXl zZGw&R?Mp9{8@R~tKE8VALIK`xj;}PV72sY}n|NqU45Sy^?|AT9fRL1|DdhzMIGOEw za!A0#HaCS6o20q$pzg1kSI@$ZM>m zNU<3obJ9s(fkQkf*U>C^L0sf0Cnp8{Wh2J;(7eZ+SjfD3eJrDlfhNAk<>(7cEHhee zfHy3Bf1bgd9%7-j(7SDTF&i^h9Vk{@%R*tepWc7|4Djv;Cs&rz(D3s^fJGh!eX~DJ zeD#aM49VMfa;3ZoNU6|1m zYSz+lB4IGCYZVO_*^BLHRt!jO4tctGBMWwpp^f?+7P3>juSyxSap25ui4#l~=!Mmi z^ItHbPSX{emBRqz@2kkSuW1NLd?XRirNf`{sUUtG3o42_DzVqt*vpA*s3_tYQcU7X`QP-auZbCt6Xo^lQaqos6-U&s0I^H~|YHdoQ!?@9y>vfrq&AEpp z+jQypLms(r`jmQ(G+m3rFXo!8Oq%4Yt+aA*tr)v@DIh@uLeu{(zf&ZfC z9gW1@#&1&PR5ElMs#=d-rJ(Y-)m)25RCGL2c^C1J3W=Ab-d}c9Tvi&RoQNVrEcNv* zMRGLi%)Dr`I1!k1ber=-BAmckkxA!5GMw1TlQB~SPJPNEC|-1|Qnic) z5f(~VwlX9)4rVj!gB-%R=x7piwP@r*b0*o#$&ZU$S)Nj(hd8L-5m8`6@Vb3fi_a}9 zqE9_B_q!~aC`+i$dq2R2X2F^nKTdP8?`~m!m?{s2)$4yOBkBX%4#w3gE>8SfJLzG@ zfp=}i;1NF-*?q>V6s=Q$lv1Eg^%_86lUL9EBuI6c}%z zV2I4?Pa^O~S--q~P5=$k{#?D-AR10-IwxHw`f<^!RX6<@70YrJD;S+*bXLD#p!Yfo z?etfz%B|rj*#85H7b0*qKCsJjEg64u3X2DKQJ}tG^?sKv!SCLWwJV6)?y|bC;0FcS zo)Uk~tRmx}cJjlwPopqB?Ro2PO*pRZ|6}>|RXA?$G*o^Q5{+Y9_SUs*Bi0$@d|EL= zL1>y?O4UIsX4OAfQDi}du~qiHC&c-WYkk`DbP*Y+wQIbiwnXA`%7V5tX;HX5H(G+T zfr9)4e~Rzh(O}T=?EKGaI#}i&wTCGT7~J;jTp7YZ;MhWD^Lzpy^#%(hJ88)DJn5%y zNrh6J{gxGN6c}}?MVr_WILY^AhG-HxVRubj`70Zz90yqU)v zrDBn-;{Dg5G8T)m@GeYaWs<0L zsXsjUnzuU3=*8g1K-}bBr&#RaEdME08jHncpYx_?#o}{|v`WdK0Q;kh$JWa8(M(oc zoIl9HmIYDnFDqCGcCyqcciFfo&%=JcMsmZvV#MLhQ&# z_obgX;5-gWea&PePWezpx(5^e19P?G34NWZFZ<)oV+s^Y+Oy)b$w*vLXuY+U3h}>p zSoW@TY`x;@OjBgwg3?X*^&JeX?dcEjYiEGgm11*wH3Pq6e)(yn(vV%{5&Ei|ibPfS zEXA8-G=#N|s@x#M`NzLo382BLF#GYNoP9lE@?(_qCsM)x7k*KKn>YU?%{dS3pXd#jp(^_ok(4)157Dqz>h zM_7;% z;S0V*-s^8;@*pgC5q^Be1virszs!&W>%?1w<Tam%NjY;NsAo%Zs>ZEX{W>=wQR~ZgrB^EW$@UQ~XL1){LPKI*v%CFLCn9jv9(Y6&T!5nM|87Py>W#RB(32$C6 z1CM0AU6#4hz^e2Nwf{pw`i(Or2_6j@eadASL?2s)4o3Yf27FJscL#c-KY>#xoj%51K}! za*U;=^^$_$2G@d*_0h27q|2p(}?eIK1Kdl^XGAYR9~&BoNV+6t33e0VEXF`bvhV4{YdXkitL zipa3M1*BLgY21#`>yH7?@%mR%ngEAl=Coe2^8*eX! zr}5V2S6Z=U<~YKcF5R_^5GJ|_uEFS(->0?~bt~eClYGdQo zuSZjpf0>Z0FtAN=W?}Gwx!P+z4*GhFXzv`jxU4oda}9y-CzQn*CrCU5e_%u;7jn^h zam%4uzc>iA$;p)sV`K4$u&#%?Oyu3|X&odnaQ!{+_NxahOv$*GBv^5wU)r*lQP0Ee z=?UMUVLmPu>MOi37eGwrk+kAhK9)rbY8>2oNMINrtLWgslnBx{yyy-DL_#dvK(?_alN#|^+Uc0#(Ygu{Mk6&L72^H}T9rUagyvN*J{@ThqG^8zxpT7+I?JWgn-<1GWz^?irH26S zV2c{_vpHz-mysC{WkbAH z`GiIm3tL+z73PV!C^4Dy+@I)&_U69#)8Aq+S&`xSoVZ_~XMMJ;st`eQ1}OgYSh%jO zJS$%mgEX_4uQuleFm9XEvv>g?k1K;~mT&~9ka8|CGZLb#BH3QBO$396jqNt^A{5z` z1V~hfaBsQ%5{dI7==?BGbe<`K_{W#`j>`yfRd(w%?SlYk23FGiNCJElMBY`B7Q%Tr zqBK%S{7+2w-t>170-xv#mr>)ORV}!sc_a>h{#$U_<*5i|wld2-r-hg^d-U@R+gK#( zuVsk>1=wyH(Z8TkfbnHl^KB%B@X8Np>C_M*Yo>!yQLzYpV{h+N4~U@2^h_Ep62Y~> z;Nc;45gcYmcyE0vgsGl%`Obr}m{8moQtB`OW0jSJF7h zxH%?~(!;}8bNLkxh&OdD;rx%eD}znW8uc@M6GUnCX}WoKW3BZXbqse*)Bo&ySO6@me!Gh zhrOIsB5%yiQFPHH^7^^}xq|qwbY$vJ8tgS;VCj)fCyo*|YwEFhGMA2nQW{q;ETG}e zxowB0ghc*s6Q47j7X_1`6>p@!N5aT1(dtGF1;38EGbO8N$eHXc;4W5+Q;doK<{|*P?0AY%(xx9f}W94QkEy>`H+TJ zi&We83=#gLEV{POgN5hs^6pkB5_;92b$z;s1)YEuF(Gy=^p+RKX>4O6Tw$xrf3k%C zbyL}68%sl=X@Zw7k$Yv$Dig`q2z?Zve0`qqt+g39C&LJRERB(SQkKudGWAeu<1iPK zmIvl1Y~}*z4pv&{v9aO5VWkdVCe%iY&TqWKz>T>w?S2DB~KAuob!FD{FUmh<7=1^rZf z`_@#pJBEtgUo$*g0w`d=wH!ZxpNzZRdyN;Ji$W8x*<^e+33XJ(w`=4=Ko8WBX%Hhp zGa=h;(Z*<$&OSSDQ9caYO$b@*jl68 zz{F7g*~}y>22^u7>gj|Zw?9@}X!ekb%HdGyt?U1hXxB3O7rV^CTz5=brHYq z$-&vKg1FBf92A>BzOr#Y8y)3(5j`p_6g^BGZqH$$@$by=`>$!Z&Pj@wdP9Td%IZ0p zW(-h+&3nCGF=3i^udsqx_jkdrtd*Ntc)jIAj(R=e??z^YNZAs(L)TUFTPu+>lyp~I zBl3fnN5|Cl*l3&$82cUGO~$^)L=BxMRM?+dI(UBv9VJIk|8BX*z;{_G6BXiK11BT( zyZwoMPMNz5TQcx;V~X70CK~Jl77HyWDTvs|dYw!n!+6!l-ic;1mS0)d@`vEP)LE5G zCub%OEVUSa`<4aW8*6><9Ol4uUUF8GfDNkY3`VmC8^Ik`hWYb}TxqVIC@WxK=$yOG z#yd2;TXyz2U7C(9<(aFWXEWiuF7BJ6GU1m#ce5IdIFQm`|2J_T2TNzlo!_a(#(m+J z^_q8>aFdjkUh#p@8>zkuwHs8}>K>f4E`p4@l834saRMLf+>PYDJ zr7r6kNQ?TcI2J&MxNeDO_$(S)7ygpZyFkGe#g-kHHjwf6`BOBQK`y)?aH16!hGBNJO1{tY0nskBsuCoDC9VQK+C? zXe*$Ru*{10{c3CoqQuOU@{@uf-u8CwXmJ=$Z?9fr-w}n8q}Dn&qCbD*znMO>r6S^! z;_G#{s3p&w8Rr<=;;5B>iE+s?`jvBiV`-rOT0nJZ8xF>(o@Oo<0;FvrW+JnuXC$5o^urVZlNhlTMj{^s(3mN#vX4X*oOf>G3 z3{oL-=24^c-Tx%m_>^TbS-+o!4RY!?WM49nJ8)-Tvnd@rIqjWOHB`_SUUZW_Lq(nD zIfZ@V3^e~fZ!Xef;d1Be8SM`Ve-WP<$PMD)$+mtC#{dqJ78uq)JHkffE#uxl-&yEB zSE+iD;K^LKFuAqkbTq41{rOwVM4v*>79$HbwjS=Uz39zB@-HbbrD_gFkMv$ze})6P z#6-iLVHOl0O^I5Ym`Ewsaz8LlhkwpHkC#w33`%vo{o?K+f0kYKUdH(cUEy#ydf2P&*nSYE+FG0yK;$gZ}Zj#WfvL`KkI7WsW7WF;LFqgx`aC#k5Z z>HJF5q9XS4*b^f{haV{xKM21<#wWG1`wt0yd))f#e3~f(%l`=Y|CX>&KaV{TMevE5 z&wp?_i31nOrU2&)9PlG;`nm&%In*d=ST)MT!Tmqk#fuqeOJJpH5jx$hpve^5%ETu_ zgTVu5+3=?rb;a>Gcs4X=OI$w(i~g;*ZTiZApsO`4RgD9=hz9ZC8!TAF(>jJUn8;kK zUO^Gk(D#mcdvJ&b{x#DVJ2_0KG&snt^I)T)kWLAqbC8m7)|B4O0r}0ZrBXBwQbjTG zx5U{XFX6r)qBGGPNblri(Lus-=@kSnSn`!?LfJI@C#@OjyN-zm;(asd$tPR-h?KS!?sH_r{6(SP!7D6WBJUbr5J}AWvN4a8WIF7o?d4BUXvn_*uc*n9 zffTX$VeLySEb5c{aP}7qWex9km^!eL{`fbmCWQrO%L{%t)tT7z(tN!C7Y)Iq^M)2| zqySPtt-oTvhq>Fs6J)G&m(i-;L_v?|dw$&`Dq4La7d?1Eg_2QN_AFw~aa^31I&~BC zXWj>ce}NPz9xOTZT%3&3pZ%Mkct$|_haQD7FBCeDROGe_!r*&d=gAN&0vQK9hiodM z@VlGbvUDvOd-vX%H$>EO-)f8J%xIVfU0Zfs6oJwg700u#gyDXMR{QFlU|i|-aL_Uc zKvLLa$7QPL5S-UF8bZ8c%u}^{+XYd$wmJKX+iVJEcx z3f2rQ`Kxb1L89Bx3N=$=E=zf}idjVC&9ayUCVMD&#s58~^^CxG&m~#;cTDWuzan$^ z7xCUc-IPod4kpP@!bM$dRHyW&_?EB`KyO&O$bgA09pQ&EkJBNuarA0Z7Zu9m7xM-b z7|;*fm+D*6hE68*|a&T>AoI~0|{(%X7&2jQ)zPgi%d zKep85R2HWOpues)CnDt>w*KxThjfO(YwGd9<;+l2lU8>HjfEiL!--kztIlE2&3cpl zrvQ+;T^T#4eW8%%wN;_~6s$KjW=V&*LvoU*Pdn`eXMNQh)xADQ9XT>?z0(hGER`Rw zHT1*I7s}pRThBnoW&7&z!>0+{-`xHu$_)`G20QoIIw1FDkYM7DA=a%T-CcFW0n)Kz zUH>B75LFwj(_(cRd|AT_J^E)5oggr7+I|LuS)WzS?|4DRAn$w6veUR*rxW%0w=48K zLtWRv5tGM~?egy)!?u5?1Czgc;)hSS+_hSN#70m*TgV2(FevEq>fIzf-uo*qAUGT{ zi4GbYcZDN2=_8wCL&D7;W7!9)Ls4#Q;4q+c4ke$QNTh@35TmiTJeL*@F|$yPb1WGb zTD~sQ$)jSCWQ+!b&_!Qa`AjEqCGy6=IjFk5=eV zP;tpt>rX^scZR9B}$`Z%uX-Rz8~ zoWzyvqJU(7Z$RDU~RstawK$N|PkCkR(OfDt_O;&U2r8&wZYI&v~D7UMlAA6F+8K5I-r! zahF&fh%#q|KRVp@ghzY_UuU&FVbAV#>EJVSg8ab8Q=1|~%#|36f4?Vzyy6+3>xO1v zJ{!z)yxJLBKj{{K9dQDk=f6$Dzf3_}*jzALtBf3SB-=?jexgrvRlJ5rks#UqUbuLJ zAeuS5Ia@wR68lD*s;}K*BMOu+bXz1VB6{dR%0C`6MA`6gE(R!KyI|tou>oUZOT<{* z;G8`Xuw&0d3v&`7lSv;a)8s`wB2oe*E_o3?3r}e+nLLTurn=hB4L4%{_UgFi&5nd( z??QkqzXf4cC{N#D>P}24(3#2CPzXu&ZpF&e!9;_yIODyWVMK=G*5s?R;Y1B5xkL43 zI5ByeUi)B5DABb&(V#Rvh`8maRet6Tg&4fOOV2*npC~!X;kR2onD`JL7T&88M#%B$ z#J;8aeNT+tdoD1H@Z#5r9zGgM=t{N@9c2h4%)a()?w=vF9Z2uZmfPG|&^*zJ}`UJ|jmo zdnD2n_sA29hlq_y%{@fUKfzzcL3q z;@3poP0@$e#GZy<48=RFiL{_8t@SJ;;*+}JWpQ;yVr7g|Ou=7)SZIj~?7wA87;`Y+ z+56j@7^s{pES&Ts`qI>OVk#(vF>S=bxiLTD+kaKHUGKe#u7P2BQ1e!J_k4?Fk}WZ? zzkcCNh&Caelfb_x>lm@KeoxlyJ|lv1A}KJ${|xa@iCeNJ)}G+owbD{|$Cj9KWs=zI zXhYO4vM-ROjEJG&f&9_0CkgT?;apl9b(s57Orjz!QTY4=U!9x{6vsaNaEUg=HD!@| zdk-8#%;-K;pJE}(7r)s)HD)1bwte(v588vihr4PRrPOeI!?GsS-w@h8&G&Sd?a}hU z{isl{E1uu=@7nyu3572n$}g*1LIeiapXL~%`Gv;6gNbUe*CXtM`i?>R>%Xpz5;aI4 z_5PB2-4MguueQ~j+CZazXRG}`C-`=8a9pz@!NpB@%UG5p3QKZiz89IJ%75{#T(2Pn z4hgZwJ<>rH-C);$uMF{=o4s}|#}bEwHpdYc98oLgXY|{Xgwv||^>Veo_~oA3^G-X!M^QF$a@6dwRkh8*sWDtP2)* z#vcZ)B2{`1h~`|^tn&4NflwpUq@y#^k^&Dt>N7%ldt1!llnACM*=D2$NrFqgEy7Dv zju>(xXR+)$MKDVeM7pLBK{`=dVJRR3!KhB5v1nuPvW+oDr>eqYf9No)uqHbPcSmCIwCX)N1}oz7X0?8nL|r0B zW-|ZLqZ7pOq)tcmb#ub%{%c!(9cSV_*J9VNdJ+-$=u7_4ArFF4xYw)Zpa;?1l1f=S z=0*%jeG6kXcOdf4no$h)8xe{x>FCaaZnD}pvB zsr7rG1M%|oLM{EA197RW-6+MvnxIYJMBd$MK+rIi=NJTY5Fh5GK8(;CLUD#&=Lqak zKiuiGo6iMw=`~xbo2C5RZp*wK288{`k|LRNrwCo)z*uovF!mZ@q8;iQBonNhZ& zGwBg|BxQ{uO%>Z+Hu{+0e6MwBRtfhR6hr)*q(J+)Q7A235!~B1jqJH*h_$4Y``nvt z!0x(so}J3*?-3{bmMi^mA@xZaI8dJtx^T5FK0)) z{%XTDlveLYhb8QVoAh50r?F4qMd+4FA1_Ne2lTi?71z0vsUh>E4y7Zwgi0c7v*&8Ys|K;a!(dLcyCdp%8H;sE*}i^Ns1k z=NU)DwY^qgpR!g9{Njkj?tgZF%RKQ~K`eMvGZ}VSY4szWB-pkpf3h^O0-OD<$yev} zpn6%_|CoU?6ssjeKI@2phWtMD<~}hDtuD6Ol&jz}>#CG%nE~<^oFjv7SfHRNv*F1V zYv?{>y=fq+jeXU9x6cf761rJiOqgO+30j+(riyJQ#NS}v*RL;A``7Y{{+m)(B+MH6 zsWs>$l-F(NYi@h2dZuXv`;uVU9isp0s|UvEL?32dcLq^%x@N<|0q1r|QNI4Q2j{L( z%FHe5`Hi+AEgL6%OJ{L?M&phngYgCA+di1O|9Q0W7X^Y21G(-QL11RS%l!SiKbRPV zqp$2BV=8FyM6j_340U9G$NzD`E5~{#txc{Fo#*za%#(1k?NS}ntS7{JItn+W$ng1a zvEy+Z1#&;woPT@yBYSv3KJBR|jVoAYqOvGyJ^O{vA zyw>PltV;BW;>R8xg0jX$i~`$Qu;3|z;b+YQU)AF%s1C{Z$~T0hT7NM4yDdJN&+oXo zg9JXmYBTc;Ck!r~C2uHLz>EHU*gH?EUL&|0S4Z@~&8*TJmTLsDll-~owp-zW+oDl_ zvm^fKH5B^!kg%h+)Bo}XUzqdkd}OdU0CJb-17Az|VZ>jL@i+AL zK&+7;w!EE^%Q{EGE#3{b&JYJAd3ygXEjSHZb}yO78%FqfpzxF977KI?EgwC=WDQZ2 zNr?Y+z#;AnpI?tSBh^PiDM;2GoiQ& z=6T?Zh^oh-9B*Vi6)jcOB;)(qr+;4V?hy1YmDXsr27i(L`(;T( z2x;}$k~tNi39mpKO$B5W5DqhA+PJ&q(|ASS1RoZp|K4D;!B>OFWUY@*a8DUvpT6mi z13afZONX2=>{Xs%wrCC4HSW)W(-xR!_`v=a7Vs%P<&*4aix>9!OT*us@gMKkgz^dx zSj|-&brmIpHe6{nJu(1HrboWM4i3Nsb2jZ|9x`eZBHZ>ndEnkc<&XM6H;80@+IcJ4 z86wPES?xcN(BshbJL{?shIIyC$x-#mrJ2IQ@g@)x^%}u@g~Kqsz*nl)8Unt);pxo1 zfhgX+)zU_ef_+zShzzliq50IU;lmvt2%Jo`H0|(#W~+>s%w95(6(6kqOv<}dxMq>vZR!kYuW7Z^TO*=4|7Xo9lU*I z#K98673~MDGkEJRlaoEVpD7kHYPcf1 zV|d!B!2>5|o}26rbpqu`3$OhJW5hIB)i^y?frY=%c)6B17`pOSy`02B!^0r;_NW|4 zQ?DrhY7CGi)W3x%naUwIc1UV4x*+sFeeS1Gt}v*fZ~l7K9!##f|J^M%gV({6v{sG= zkh`t9c~Q;)UE)b%%1&nJ&HFhR7j2IsOS@QleOI)EJ(9_%^#yO8z}9>G{wQa5muX)n z<8Ak$u9Z3un4~k9Hu^Z>?!9Ead0A_4i*AsmV~ycBx7OQ7F@vC549g)ITl^}&xo7FO zGtS62&$gfPLWG`L{<{zgN=r@NFX)jGK3Uosea0Ov_VZOsIn?|1y;AL|GsDk*+xpM} zV{m+@>74jVid{t=I9er+YjxRerur)!GHc{#o9i z-OXY1=UTdNsTvehzsQ8Y-$oeHi>mT|6eVJUG+pU`GZ2irvr+ntiqK!OpOL?3f(-}F z|GbhlUTo-N$vw85fQbgNm0t@iP4H#3};?rWI$|c%KJ=w9SWbX6d@z84K8u7;wk zc{FY%KN96M^0ucN!_d5ZkJ8T_j1YU-_I8;73<~g6W8)w}_~VRh$sJq#P1gQ0;;Id4vmFXc4<)FRxSgt-u>{d$lHy;bEyo{p+9+fyKgBm?f#g)Rti*dxF!30R51#ghpXr4AZyHbZ_i>6|RB^=gOOy42 zO(qyne{<@bjy6`f;%Wuhgj@q&_gb zyaYdlrE6_rtO!7dp*O!mlONukZpqt2)!|1LIq3&7?(kMR$9M6qGhEC%Zsfmq#+_#K zr{@m4LqyQDo^Q?vDQ_OXma?FrdfQ~po)dxa*kE?*U<$#y46)G88wdtki^NTzDJb|D zdm`=y1^P5^nzJ`kz<+LJ_jB$5SZPm%PJa)=aqYU_-`Yd*{FwWiY+eK|uFgb_Fvoyw z{?|g?DH@FTSZ2>hML^*C?@dJ}VW61sAO3wl6l{lN?>@T_ioEj`ndwa7c#`9vTO$*R z=KVv~C!M3wo#7m~8WoG50+M@Q9f-w4a}_K5l}LD9IQoTwD;#{o$HSVXLU4`M;1o|x zFqO4;nE1vAL#)kiWI-teVM-+l2ZO^PQncIr)!hhudim~h_k(DB3A}l3r85SChgMnA zR3jknA9Z!#(?B$fSSs56A!CB;6-!7x3C_QHLYX665Z&FMD>~?eT~A8xC}z20*UyV; zp#Ecv1k;%PiZ4`6XC!8mDHsT?eZ4J}j3N%3vYIg`4DA!MxizE-`=a9g6}l|M=+gC8 z!3&yHp4~BbjyG`Igm{h~gsvUv|#lvrRswfFC}ASWEm2v{%e@`UE6 zL3xueeo*)J_WYd|gimENRnpx-D80>Ft^Xtd(t_qPcIJMV?%6*+7faP01M%_4JQ+W? zQxnP5A3nD<<-4M(e(rQcQEw=?ESPy@iAWSG)jA2jj6p{9iUH9P2g&t5@4Aa|pe;^+ zw`U+0F~0_aV_ITRJ$l`j(1^y*A~F*l)uyiGS58{Tpzwk5K#ffdD7sgKw5jLzzr4iG zdN>Z>9JLxh$;BfxI8NxuVm$mZZ3n)K#33rAzm>;12Gb{M1U0WjVQJQQ)7H2MOk8ho z`}aH?$MbHDAR_`IHqB}VI+2i^kC)a9kH+lB^t?pLSWIptuufl#!)k47WZqN^CJ$Eq zxpyQ23nAA=LKK1_sG@wPq0=8XdzQy_@A$!#&V#AwwI9gLISQ*)6kL8_>bP|#06i9b zTR%+&!#MDHh2obm95;OSADw0xx+;#+iy!fah$)>|)Pe_8TyJ&vQRB}q(qpXVV23xH zHw&^m9KkYfJsfE0jKu??0m9uRtkzg958d~~^qwSkotQ$z%fUcF(ck1Qj<&9`+qMCFlRXa4SVe(MX%nTz+MmApaY;??S<;0?0LapnyxAB_FDHtyBw z2Wg+PBu1$K2(@XyVx$kj@9Wi<#yP^#e17{K>BCWYS<-QkZzvjEDv`8xv{9gW)ZbC8 z5`j|!IE>e1{m)87f~K}&LUel!7`~BdWv63t@OYz8Lu@=oEWhVY zd`d(`_n+zc0*Z&0U4AyiV`xX0#>9FYZkl8^jm*a){sA5> zT#dzzw9lT~9>>DW3L{Llwq7BbKN*yoOak&3CR*9y*d420T4xyp z&KF7Ft7Bque%{f~Su6&0efpvn(NXXTQ7&+}6@fG_WoKQB2!w6gHgZoi3R`M3{`lI) zV9w^zCyuIEsFe?$^wo^V%=(J}-?Bv5u{0&MrzF8&@%~OmgG7*PI@gc&BtSD!;=J^H z0s`cRGNpGXqHi!eynHqhvum~OOuWhHRsQdidrnPue+1n&0|r#nz}k!5(@?QFDc>tap23d zTjJD;$L3Yi{V@6j@UoT7ZZeL?^?}xgwHMTSCuzRD>wXkw_PZ-q+>1g+)@>0j$7tv$ zCUTc;k45gc#zKi5@d!I?O;WE&K+;~#)}@go$Z&MIoUctmYSLG|#^q#OpGurG6-t6w z%-T2kjzoM9y!J}rS|T1xyDHErCt=lCsO@z|GA>pt$-PfYMO=AFw@6w#LY_<5v3<)# zkNk$M|5O(Kw&@wWzRkqgHh%H`Bbm5+mwo!qL zb5X3n$#<|S7u!j~=agUMVy7kBep917%*r;KYS84P?5(O3&1gQdCWKd#=nC-Mc2j7n zNj}8XZ*^S~%!kS2)_0Xu%W1#&tlwH5I-(L@m>$Z9xISy&{@Q$u|Gn1JMD>%|&)$5Z zwE%}|NzXbs&*F!|uj9X`^AXrnbNFyk9@4Fz8u0|>Le`zR^ig9D`1TtHste}8JfDWh z`>tWol51LPxFOMDY(owry(hk3Of!fQ}(l|;Ai=LZeb}6e|t|W z8vRJeE%j%O%SSVDwnpWvT2?yvC33J@n~~$ zJhm$#9@SS)buRx-z^muZVRAM}P-*h2RDGI)iEpLp!cWssxc&4t(~5KizMtRMJ)4GX z(zim-hp8C-rOE9rmWs;?Z|YB{q@w)pw)xw8((q7ya_Am zHu@FUJG}LC(DR>EZ`oK5I6E7Y8s1X>ZBWj>>v|sQc}K)E8}dQ_$g8)Ey#U>-SH07! z@^PTl^!`z=eEfIiLXW?5KHLh%=a?Px@hytp$RHyhQk)<4?@Z)FQ(c}*QJxy-s!Pew z&lX@T+)0abwgBU%@}FXY&SDg|x9+)AfP;0Sbq4y>_&<>`Upt+L^DZ?eUdRP!W#*3H zBe_T;Utu`6FBguJAAej|%SCHym1Xw%Tx`tTziP2J4_hS{PsoJlA^XqmCJXIcWCc1( zP7Y^-pP7HEUpNbcof5AHcrsu}J0Vckoeu4gqKjnLbR2JOQ!;ePfPfCRnq1Amz~#LP zaT-}TczMS#>0u`RT^gG;eVLAY(XwevQVN{1@4o$cCJEh-_m5Gm5^?h4$2AUzM4YNq zyRr$1_?g4nV*WA--r@fp=9Eo=M?~ENm5o%aoKOt%W=hBW&&qwCx~Yi#E-cC#mV~qm z0w35t6Co#*I`hCf0is+#^5<9*@%41^HC^vSj6705AU~9Zf*-Alg~}<&KVKA-N0)}M zcGtvO-*g=9P*+)^PeaI+#D@#h$&g_e*S{x~46#qEwZd^pxVV-mvXyE_%sO<>pGd~O zY4HQ2iYcJKeLrmdPb&Ntjdrtb%YeaoBaQ~W3`oX@8cyv^hwzr>z{(40_`voi-JvrL z_KPAQP2?(mOl{t18anhk|nOgr|kq%s&TSU1uINmF8e$X{@<)IS2Uz36*n(xv<&!lXG-1 z7qKI&S6EW>;O05Ax>J^#SK|NP44uhC%i#Hv?nAlg+I%u*FgOR72Fm8Q=4Ioai8CY&4c@PA^YW^L)}fuTee+p&oQIdNVl)J1ft6{a`K{Pe=#M zIA`O300030{}fkuSdIT14y8hfmQYbrNhu*DEh&-`p{YrcinKd>pVJwks3b*-wn~xi ztb{~EkyR=ZDMcB5`Mtltp6k7?cRZi>xu1L3|BIXaaZZ3%Q=cDeb9k^=sH3A)#(~*Y z-`?YqY;1{-eWyCWhKk5rWzGc-jg;;Z5X}D#)xxzy7DL!E&5#G!cGP@sSO)QJ!L@kx}7KWITLpp z-Z<2ova$1WOj}+*2Yv?(M|P(0u=1gaK08H#^m9$-pFQ~qddm-C+~y)Lzrvu1&BfZO zqMJL;ap93Z#Z$YQhquSQD#VZYh)tgv5-&`~Mdw-B2lj}Nlzs2ReTcE(X+Qwyl>~1} zrfxoeUxJjT*HZbbBvAgrd0>4(4Aq4`5sYv#q%>P!tP2xEdEt7-&a+}X%ovDyr71zh zF1cYzo&54?cXV9&gUw#Y5L**RzN^E~Jgy56pVYMcahQMwK!i zu1RLDw4w2#s3!h6d{uzX88Z6S8p+VUJ^!)cbRMLR*qCho$U>UKkx|Vy2CNU8)ax#1 zVE6a2#wa5OCh|9}Zx%8TLrUz|xX46gPGS0q`E2|m532pu*!ck9X@moc%dO#i*@Ne0#`X}x%t$bj)t-E)^JiT<3_B(J|Q z5yiioWBHto@XUwuAue3J9c3p`>Df6hxHXWf3c;3&g+e9!N4LrO(Q;gbT|0N1XBsjGHFe%SW z0=b2?Mv4hyd^obHwPCRs!Dq#HWfqBHsv;OnSSUvB*^@Jd3H-$Vup5ollfZJLPHs=J z1lKCBENk&g!PWfRjq{rS2;F}I|>tr zFR~CUxE*z|j|oe*r}Oav7AUR4p#_6%%wDm6)BG)5tci)(p1+%quD_3h)vnY$1&>7X>bmkN_*3sP z?>R++pj5}!Yr7<{erXsR_fw49wvC!UTqW2Uy`te4NrD9yy7cv?Dabtj<;>~o6sSLb zb&quTBos%+uF6@R#MRW+g@Uyyh~8>FThK0smzGzz{&F!APivgFo)9A2JZ*=1Inn1{ z>w?~8B6#tRzj~`L#=c$U)BmN3(Hk~trx_$cLJFyRs6~wGXqo#qjY2rJ?q76srvL^U zEBxZt@u0!-cZ}&E@N#!(3QwPdVA(CP4Q)TO zSN<8LL+{kyx)MJoieD7(mtnCn^yFW~AAL67opBJZ@@Ast;7(Db6$25wo=GPgG9dk5 zPLOye1D*PE{Q(Y4ET<=oUTS9Hef`ScdA~R~5zcz)pv=emB2_nUaxw(j#tOX($vB!s zPNB2;czbo4h%%E8se3ioN_af@*WLJ}OWbd2f6f2e1RsKRb}xoS$w+YszNgC(!EZx% zL-TzxMzS|;bb2bmbD7j9SEi<*H8zkHRwIEcm;CvIh6J+CXMQ3C#h6h|QX~*8 zd9&~G0)kI^EY?Z3reJx8+=ko`3A!sM8y{X5gFF8FtD~tH^;0!!E6YW=v7Fz*CU9;U zJ#f{Rz&*!iisK0-3GU9Nn)W;(@Va1PRi$$Zj&`0sq!1~=yzZ8clJ#OV?5kF6^%A0j z9G{o=Q-FwM?b3}G1Q-mZW*Gb@fO~-caauW{OYi>JBpno@OVMz2ueBJ$W#1|$zKcO! zopw(8p%^bTS!u7eL=b;kxogk%lM3g{SFqA&AQa?(T)D!WWi;s}uwx4d&sg8-&_OWVS)^U*BRStsw!hxvD& z-UlxNm!&GI6QP7}lmBw7vNajzAFeZVSwi&flj>!-h_QFC{1N3&G1@B|ok~xO5GZ|g zNAq*y+%{8Px|b%yav90HIa~mruv-J^5kw!~pB1?*ONR4UI9;KO(2*~n=PHYYaF}Uf zmXamHlE_Ovu?#T=vSsU+7l=T45H}=cnT*B{vr1^hzSw11$zCg)%>$(lnbM_SN-`{c#z>J1(_=gaPEHn%GJd@C~KZt+5MRVn`40w z6W*}loAIK53$folk&idcHXv%w+`G@;v2jMrdvN78E<)yemyTT{zUTh+l5UFt7MIhf zj4T!aE)RC}OyS{1^TRM+9~-@yRhRdyVnaDc$NP5z3w~Y~XM8kaV|03peep*&svn0u zlG??Ei9*=UlAAm{%aa?-e<6VOwd@72Bl!3o`fr=ijf=Z3J+u8kv9ajLnTAo~x!V2n zPJ5?wU^Px!U9p{u-Mh~4no4=d-Y)(YMVyPb*)VaMkq{S!YF4#`-tG<=v8;S6L_4GE zlGEa3RBPBri023}kl^vPlklhF$t!Li#9T*^>h6=MQfC-Y&pe&1MA?OCcJSP1J9U5&FPde0Gv8M*N{9 z%PE8osx`PZ*sm1eqV)B^{6-!kre;)C1Q7p8Yya6~1unimd3tnMkqg0L`6=CG9zN=7 zBu$*;!?}1ywH%={ZAF%YXON7@V?Nur7W2W;TUFI-!^OY-*I(Lnut0JzSRWU|gj!0B z)=ga|+N&olnSEyAYz|x=-g7dT%R!5!O7#{e7Vu|t z=VBs%^hPK-8?R)*q30!Ap^eBT8T!rLv2;W&ozrRF&p_N{UVJW*Pf}CZoy95~a2D`> z8c?}V{}Gy2bBm3;(wn#T*fNpv{Da3bGX}EN_sgk~>Co0()H^~{i(b!N6>Av?mfqw3 zCx;1-kZ=C2v)MSFd~k9{JO{NWYu~T9&Vu15{`~8k7)V-`7Vx)?2Fv=E5M?bIypj$W zIxVGPB3H|cN~R&Jy|rGFLWi-k)#@2iOdM~~+7o!4iQQNJ1=j9hpv>HEzZHju6JaV1 z?-o&USfyz|VHO2$txskS5!KmIty-)}g`3@qBd<(o2r7Lx=(N zk8CP1qPYT_l7A{!uL_eJBNrq9ZbB| zc`(rSL*@mO*t6y2qEE(76jlM>}NQxU4<`|p$#8JV;F2TQ*t!eO_shH6)ueRV08Cu!4I{ilzu<9z)A?IrxmTvQSd)Yr0UIT20N$+^Pt<~}VHzf%_ z)`z-k=~G}h-?8$&0S)qwYuDQw6ZqnFHX5B`VQAJv%74Rb$mw4FV5iN(;>nNw>;BP^ zwc&SIqyrs$E+v(mOQE6nn7p_7Ng76?7ft+hq~q<%Go5>?7$7~p6j64BiG=-|+$2c^ z{=S!qHH1XY_hVIlB*#R5}C&g;iG2L*itMoWEo(A7*|uQbNNNW~}1x>gp> zr&q1xE@DC2i;$UMCY~(LzVK)v3vKaDUFI#sT(x!@?(Jb?qov2Yn*_h^&wEqbF^3P< zX3O^fGz4foJmECkn}>}NZ5b*3Y$W8|_4HlF{b*zNNq&O0M-f>lOC z>D7M-LXCnOF5_pTZjhl*tx-O>mx4u)JeN-=@T(PcIQQ{?RD3YrsUc-R zhjq@EHHSN>sNH$la)AyB(T6uaf3h_WtobCbNp>`vN;avyi;jZTtJCZP%M&mcf0N`z z#6WANiHmVo9LDDzj-EwHL_^LAYjW45xWM$Ip0CAy~ot zyexz0d&?c$?{*}NTfFO8IwKKxUJ8@dEE5p_XQFR|K?2;_5%;rLi3nc$tUkkyj4`3N z%uPiq?*C}!7ZCZ*z)}3viO73yw92dZ{aLX6FP1*~fsX3iGGA({_b@Lv(B!j~toj!9@J* zC~d`II&Ah%zhkFIgPZHU)t_%tV5UFyW#4WxC{tLPK?6zn8aPu=?g9zU8|G-t0|hUw z{Hms}q(MP0yvRSD4mTra#(aM!CXy<$K4uW}$=m+2y`75X_x*+n?o#k2_m8i8AQ=a= zsj?q~$T;Z!qiSjc1@ZSn7fi0EAvMQAJMaP>3G)U>_OqFI=#se6CYKIJt38 z%|1ygiVXE#9=VU@Nyv=KA}!2L#EnCnb(blTU^(^SCEHd42g)0lhrFUd?d@m9L(Vij zw>R}(b&!r}Eh_2bBNWUN>5CmUCPM6I-IZGz3n~4?rbvSma6XWG!prmoluTcGJX(7K z@3*&)tNO)Y!-AqCDc12wypV2?>3-4SSvn<1l#6(!!=A z7Vm2Zw%@rLjnKu<&oo|&Ms#(@u)@7q1h#C+JDy6+J1nOxaxobvVt>gc68!Zuqj1)? za6-=xmB>F0rNdQo<8sPxDh@c=Oq|anWB2^JCiT@MbS&at+kixzs@`DN`<8?Sw*ykY zktneFYZP(&6BSka=X>AVP4H6w>FK(}KECR1GD#x%`(m;~>RvVr>PO2q*W6}6-pVyw zKAVOl9F#jWNX6{Xg>JqtDUi=wJ|5CVfr504?$}x?TGkoVXm6w8*Nd4MLwPiux81qZ z=`jPF+Qls^*0V4e=jpf{bnL3AwjtS4k*NIbox6yF5ApDk-AY1f7=PQfSBX%Xwng5| ziG*Mp$8=npj2F8!6fU2p;O7+Ik$cl<;GSPy>(xX@=IXAaXKxZZ9A>SSJw`#w@(9OH zg3lM}IxQb`BXr_t(w_l2GQMYg>t0JduU|7alq*GpuX4+G^TPyBN^dQU;xkdcSzPA# zgXk~1lD(GjD@nTzpN0g}@hWnb*`D1rXjthPytgLy#&yk?8xvIItvUK-dlB(JP6&(N zs4;MFq<8uQ;(WPXC$*OSV6PVD);NO=mJO6qPaK(^Ce9j7clA zi2tA(v6K;9PvCw>xx{i213zeWfm4a^8;-=rcyQlt{Nz6dYWfOwcD$v*^kiP&dlf2U5I zACCrG{>K;%Vvhx`cN-u2lhKj-j4>WSM)TO$4U-BKSjIW^-6ZtBVtk=dw2%h(pyr9% zKXimYDJAR2u`sj0T(`cR1)sa5VADBFSS?v1&LQ-3h!k}|Z8;ThqM!e_NR_~IkdN}` zL^3AaQkrxYQ&8;UmbtH!0@dR$wY?<-E=y##I}vz1;1<(M0~9{W+`(i9vYR?exA;Y$BZRW3G%9mXg61t$o?Qf%cweK&j1CxH;`qg zmC{hwc4>c~Is<{8o-3qf>4>#07e{QQVws2Fr1onH)X(p;<7*N9WWKcf+(N-4=eEm< zG%6I!ayQKQM1!;crdUH6CPLaMOIz*}_@iIRRcm1*F;r)f6v5l}%Wez)vtVG@eM8`s zcXYf7-&5mBrK2wG#-PU<2A*`?b}qGJVmx`;#nmM&P`ZsPMx|7f+aXbzO^(>$rO*pP8OU#~^@-Whp6tU?@^aMD;cO>vlk$UFyWEhi>sesYO9 z?#n_>{lb^NYHa*5mCv-c;DV$a*Yit@z_a^Sk5peKrtD~mQ$9!d-odxG#3C9#cpcG- zT}LC%9r?l}K>E>=Wp#uf(b1lPI>HAWxKrR_I8KA4X8Wzn zMpS(6P?2BWPJ#b?iHYiS3Os7BI}8e_II;2l788PhtY_ACeY!?ReAq9uYuZc%m+xP( zi^0TZF~2G68VxLkGvD?qkn#EqZmp8V~4ksBQdO)omLO%Fydo z;o*sp`&)A-a3>jx<@-a@2;9HFzw=MyF#?ZXtJUa)j?Gw-`aXJBJYs(;RYn`eqJ7xE zVSuQV4F~M~+~RSdJNBW2aT1E>X1JzEQ*i2Jj%<4b6@AT{hCi>PBk%W5%^z#&_?y{Z z{Vt4(Nk^kO(>y6?*kXK_VNXW3^&<23=Sd*Rh_;zbkTKsnv+_d_72FC90qY43{hjI3 z4@?ODt@ttTw}gqlOtYf-kqm?`8Sr(luio1#sBXZ>D6y#|rc0%#^!aG#yKt={k*z9rb-> zcG(;#37cZ=z7x5sc^~D%UoO_3%CU>8N3s1@B;);!=g&ol`M6lpZe?_U2d!5hm#!}1Vzz3{n1ccjqdDvf1zhzg>!L^8c=^yuTFc|Vn z=GA@d-R8C3Ur?|m*5+iFDzjrmC5_Kuv{$45%gtkgM6dFT>vbvfh1fx2qk z0fQ@S6m4)Bc}&y{S)b=I2RKL~l_}kO#DyWfQY+ewkGuyFf{Fa99PyNSGAw<0f2 zb8j+6Eiy*(Ap|2gDxbeE88&Mauf-5^yQgoSzSoF{J5xXS)VC9RIriuQ=Q$U=+3}~# zSMeZSIJ5Am6(3Es=0oaN1h`^&=O}l+5C$?YdV<1*P_ewpR4El;i&xf)>pfiDb}aom zk-&lLO8Zuu2sUiU!7cl9BmceU;E_VYm98-^?(DS?Zt>wmY`0p` z$d`|ghI&OlA35lzsxDZg%?4R=%&}oUkr%ugi0sFLfBOr+F&#E`w%OX+i#W)?totzg zCl_v(ABT_KY%!{!&HdE9ClFfMyxtI+u$DmVCeIIy~&WEqGG)iickx3!Vw-JRH0tzx&oq4$i6$Ks|?rzW2{9e217= zS}0ErH)mp&N#dGYgwB8dE1Z_^!3O)rv~wm}T&SM^LaOZJL8-QgxwxN)#-MN06P9ps z=-J%-%hw5f&Y81^;mt<-^k~)Me8R`&el7{GVdK}|DRaL*@8zZ67`qGhk~F`eK$M69LkH${rkN;y%YB=h8)z|y zt6`LiQc_A8DP<-j@l&K|7?qY#l#z<4wDjJ8;5p|xpYwd5@2`M8vxT)F5igvdM1Hf2 zMrbp2qr<8Q2*%CCT>is=b3MvAH4@(!H2*MR z#o)Z`BR`vcF-TJW-8!BYf%fpNMb(GsxG&@r^~5I#GR(HtUB_scyy#Q-qsA9u)lm}{ zgaQ%1^!tv+;82JhVD5UbhJkFYoBfMxBhah+#4)swf&2vvOvFwFL1T9C-z&59?{rz4*38@mvr>Utj0mTSdpsNs}uh+!6RS*eG{3HwqFna=PktHiEyL zx0HFtz-05Ah~00)AW*}r!|!0GST z$)iP{v50Z{RHnN#0m{C4>FY~kuvyJ~(SQ>h6EnubPsUlOKUQ+7DuxN6Mvd|(lPmP<%r(b4Of$+h(%9qNfSp=RG1&^?rY%j4Qr>)^pxvA0@b-D;{re=B>~-Pr`_3X~*-1WbFGEvrIT5 z0q@KfdZ;%=;b`!S*tZH1cq)1?zQBP2Rm!BoX>B?l%kyrQF{9%tPwA@smEqt~PZ=Kg zkA)F#sfJeuocqX~8@s(D8UrSu7F~*qg=&`0ili42$hC^I^^Xq0$Ikb?X#swyt1tNG za?125--qDe#$&G^ET@5&_jZri0Y9*OQrfWg+_C8R2+jY_PNlxW}0aG8M`2zrf)XgeM(>$* zukR{Hpz`vf`~3GJVDl{K*l&$!SRV2^Z2vhH1sZu?!>);FZ?#!gEU^!VsSZ)UwjaPQ zU*kPHru(7<&i5%mM6#$kt(Ag-n^TA`ne zh&MkS^z8Rxhl&EV=+1t;F<&ngt9TFzWnhVxHFcQmuI|<$m4$%dN_MyWdOU_*&3BoB|a|gU*aLZfiOUkz>EdD^@De#VfQ7v_5 zOBrVlV?4jjyFn^o|{=m?vz#CM&T=h&<*v|)F zuGi!*|4qeU`^rC`7y;OyEWZ2SXb8?%gni6^AC9>ty8rxV!V#O{bCwxS!+dA7W@n2V zq-B!_q-E?dyPYj8BBO_=ZCbVoeS5H2W*2R@o*ll|t)DFXiO@Vehavud1p>xjiMbs3kWy$K5@gh&qMph zw^AXxET8-CbO636C%Z+~hQaR9UD4McSa`_0;=2Whdwixm3XAy|IKi{wnPdtLs~)}F z^=3O2pI7NQ2=}@nlyYr{`wKUGVmCUc+^67#;j?$ksyN&?Onj;tAB2f0@jG3@49pcs zTV1V;fVy?=nH`6jxK2}a%j59gejR2KyI)ENFUvILc}E77IL5)OYW zooiF=;isgc_N~$t7dQTmb(`@*`_=fDb-(<;*v}*7DjkR^+wdCWLU#;BZZh9yyaG;t zU+k4PHy}k~n;uQ?vnOUjLElzc*%S4H1~1;L+7s0V-YnKV6Vj49aX4<(BBHRkvk}i90m#ViUQ+fgZ z`B%1)1Im9iOjjEs(53rs!doW{XV};d#rvTsQK5H!hKf7KvgnbHPFU>~yn#o?6mH`m z^(_Q;qozssPTD+}Mz*Nw8nVZM+L3@I@$ry;e>Cs6oj z5DasF8`v6BV0E4G?OV1HxY8#=ZfA4Bpm62N)s+V1w6AN)m)*O`kbL=aC59%+{Ma); zBQB4k@q=!BzLpp$`JF54vl}B(9&U5GyNI&=b0ykmCz3c@6DndrA$!f)*RE9gknLN( zihoq0kVSb~ngN%b$R#&LE&b=Fq|$lR<#xO>hTfLk`u9(Wyt^7*9#w5ax_(%VK9Zu4 zVe4SS6@tE`C!k?wSlE}0>8~EXy`4gKZCWqf-|Ix4vOgD?#-C9c)?I|79 z*=>*G`tciMjeQV!?v9Vj5_=?7NSXNURKT45Dqc*flA_G+y#jyDiKcedNccB%BDZhp zx*OWMq+9M!f#X7HqC3xLQ6s7iTJ8Kmhq4X6J>xd~>FovjtzY(btyDa&sx)slv&U3R z>n+-VBA$+!E63%Uk+G+4>+jS%ktVv%r&F%3gsEn-@zN?+qNJnyhyBup^rinhqc&ts z=DMT9BsXXhC)w(yDt3C{5hAdlm%kL^Jgdxi?fxB zcZTJc8DeVlm?r(O4#{gZ(Vf0vMP`#e|JWd5M>3>Um0i0mh}GSJ%YreAByVBeebr)9 z9G714OrXLAbt*hRr_}u+wV%s>iCH+xPWv2_s!gp+Y`TCU_S-9^&Xnb zY-k|miJ})ILm}sD7PPjE0W0lv?xxHLR98^fr2Gg+L!8cFoHq@_Ix?a|OQ>K^tl1p1 z&kZrAwh0f?+|UrXeA(s#4i7UOp2TtZ9uc^?Xn0pB-W5e?ST%F}x9!opfT9T4Cxv7$ zd=Q4RYYV=W_ffEkoBxNUn~I+Lk z7H{HkykwzDmmz2Gq?t@==Lh0=rjM!1QBMqUwdo%JD2fATvJU^*Yfi+Dp02G<@FX=p zNek|2Qi*Vmom_Drg`7xOvP3}8i+EV_QL_gf$^AbKV_K^X$nmB5qSPU0V*52|{w_O! zB)LT!7QLgBs;M`#X2ndBmDT;gO_xQk{;0p<70e_Sk@ig&X>{_~<2ZH?`;+X8ZeIM) z{mFu_x7}QY!in;st)^DH*d#+)qWj2=pJ+{HDHtXu3oxEk}MLk zC2QSEiBM9emL%l4#Gf4f@7=EiJI?<#j~XygawTEPA)>F?zU0gezJ*%!K(bhDWtBO1 z5TR=2=nsno63yrZE@!K#qY{%CT(lb>ET*mqJMYhaG5-X z$lRQA-VowJ+T7$%7Ur1}uN!@h!K}6TEK_s0eT6wPcNX@G*6$z}v(;y#Pui0;o?E6; zsUF1ph-UZFt6s$DVy8<7&4VmE_9#80!iIPi4C<9j36WEGR?MFCv_gtz=haPS5aclzQE=Q2-N{~JI46P& zjVl%~-9+(+9OH|O+v&ER60-g$@9*RbO89Ghl8 z?A>+wiNxgq9PUVpYv6Fhue0Y(HgUj2thK3Gm=(0eMovz$tgz@m>#JT?4)6=U*jl>T z4PDiKE7@!c?D+yr)%yJKgfC~^P)h(R9&sBjOr&5}M(9Foh68NY{QRYU(Fz5k-?oYu zTfvCx^>asp0}87nZ5|7IV_L=gU&@#t?mabOHEa#VpWgA=>vaq)PkvkXT_qIa9r*`@ zPE+9GI4hQx<&0*HiSu!Y$Wnrl`7n^~g7}{kilO_d=nL$%)rYcjsR8`|Lv!O`eP!PU} zFUA=s`V=oykoHxcvp4*fi*m=DDX*b z+O>><9U2SIZ~Pg6zlHB>oE50JYS~`#w2^{o%D>6q=HA#KBN>+3PQl0CmNtEF&rTB6xN`9hL_6G&F2^~phR{7&5Q>Q9Y7ZpCXBKmXtj!PyF_us%y9@f&oIB^*8q z4X2g>rTqQpkU!2?%?H%e9_pHLwhOakEB=eA=ZR#kXc4Hjcnm1pMu!+I8$+d%Z`jNOZ&x%il?jvM?lY>&`|?Hr6~6_kD3Q z5^+0R`(@9@pwxJBX{|~E)Radkx6+f~{3tRrn2DHVp{4X(t@R8GQIeesO`LOh+|s|F*b)g3Rfkjs;TRlHH9B7SI}RdeZF;m{ z$3Xg`c;}5wHe`aoo&TlJfKt)<&olQ!F*IBLqRcA<5k`C|%AY&f}nDlrubLtV=Aj);DL^cbGzms~}`+ha17 z2QGOba?p3YNs@w9bt}&GO!;H`-rb(&Eg?A5Z7W;b9u5&JFWw*22s|9DjK*c)I z%vQrN1le^}hvoU%(`!x~(w!DDC6Yk-R`w!Aw0U9**O z7x(jgb;32&UsIm1lH#<+!W&&C`_Y%ToIgA^)MWiH>1JxE1VS^d|IY!|f8 zR_GNLSc7N!$Ff&)77z|JKD++j9=tQ}Etdb_fbnl3`u#HA;P(v+iZP*KNOt<%Zn{Lr(MeUP<~f-QUzBd2|Qpj6%vHCp12 zr)3WxOLT?e@!;8vuhmSLOl=)z8%Dw)Wq`8UG!AkxUH&G0F^GF?+}paJ4HJi!z)nR5 zSWU^QPnzk-u<~}SI~$5Skv}6lZqre!ny{I!#y~-nPY@>%Ey(j;5UXd?anf z77xJc>_iviF*<(i^$*^0G7uB9A&b9!bq9U?JC|v%C0aJ`cyzE>ilo_1C)Q1<5G7{M z>sz~|NPo$fir+4r{A+hR^`uz zzAjIF90)<2`*OvS4wZ#8*Ja)TFuF9nCXem`#?Fhqx;O3dnU-?#&NCa>EWL87^ra1s z`j4nfx7uTwcmDIr2oK!O7kXp(kBZzcYT0Ku2cvt-Y)HNv15tcccVpMkk(&8!(}C@Q z&{N4dtTr8hN?oz1Z!~D&`?!W#|2zSc@2%Yd<{co{P|f)4!>9bQT)7; z84hi=PnWEx8MtT_{3KzG=G=r0 zMILV0boJjw=TRR-FIiT~uM&iex}C%*f`ZDLnOKWn9VqpQzlgi)KxV%7pHKNgB^5Jt z+7-26a-SkF^7D8w`Ml}J+KUrGoSd0H*&^Xj)=mi(#w_$EcRtLGcPzIhW6gynRUJx% zc2!MMn&ZjkvKo=&W1M`lGIMCXZ4ePQ)i66&LMO?M(NW=*bRzO%P{&R%gs>Ph?WcYG z$;u1+Mh)G)h*ea{_WNH=39XZlYp2|9Jgeyv;92Aab^8J>(OEAP-4J-0?_>!sp5hxi z?%E`8pu&8*)QV(u9r;kJYDqN7>lL))gj|@Qbhj3*!)J+q;&KPAVR3QT#3jKC{H*&? z&00ZF;!4Zv7hr;s)h6%#DiV^a!B%{{EG*HIe7<0L7^GBN^M-kXac!rvv&0F1?BrJ` zi$(q5WV@&~kS73t%9s|T0U;=@%3L2-5DrGQzT5MoEEwGAeyFP&g+EJA$}N+O1&_DZ zql8vACKj7UJe#6JGi~X_$kJdOkXlPyUG5LnJob-E+J2Dhmu(r~?B$`=%bJuVf-!IT zw)^LAI$}zV&dnCE@VMmM*sFHbIu;Q zw9xjs$?b3m$MGwNSA`(E<^*%pF#vnYttG|$0?_vG%9!Pw5In8jo1-`uj+Xz{G3(y5 z5Oe);)8fJ?+;_IRUE|BbmmLRn?;IJ~W5ImciaG zc|Ba>li-P-w8kd08v(0SUEzFUENi^Q3ma-=jMhB!gW@T19*3|X$Q4U)k9K&%i5mIf zQi?ig;bo7v9=9OukjuHZBV0&KTZv(`hYPuuxW}f!&5=BuyZVrC-iS;&ndBYg(t@h` z>AkDC?csPwxUGTeg}iqHqpMcfz)LZz`^=(^?EkF=4uM;Lvf& zU{q<@R4#P(!l~An)K`OckjNNyQ0}+D;)lLfpSrAJx%A;l4lEHVc&;^F$_KX_Uf3v)&qxJr;f$ zJ|rCf=EZ-jfAPa5f!&h@b++hE=t>KA*G0EN+N%ReTZqI{IhQvqeKPc7Rw4M8JV{!A zQn320I)W8X)vgJ$!?mQmZ21%32o0CCc8>6erS~M*>%Cx=SmC-lN)NjEOiv{bIb!$s zfg{?D2}`b0Q|G2J;gV84DWX}ki!R7N{_LzVSYMi}pPY4s*mo;+w`y+;jtAyjWc!1= z#!uS3o|8v@Ox}OUc{eW4C$c+5-Zl%1iZ04$>k$F7@urVVPCYIK=gQjXU2Z$?{a$Bm zj60{2WtWM$XmD@?z{K>pUjD819Z9`@!+^=~F)pIR5?at*n~X z5l={Ol1)F|;sDF0C97VxJD~H_j7?p>CthwxYi_kK{24hjTqlCi;`j4rRy`dhF+ItC z^I@;r(l&>$byfVzdp&acJqck@3GYZ->Io`~E=4n~}jsd4DYc~(12cbwj zU*WWHAcC6`EJ7=N;Z$#EI4$oF!6=`Tud;&RWIrg|KNkk2oj-YvikZ+gGSjQgVq?)s znZO~97*NJ);{*0bW9XR||C%Ny{yRGIFPtkFWnY*ze-``VP_^ww)pTc^Qt*<{7PW_& zvtDG{xC1DR$d&1;aBZbUA9&uCY^(Ir~kw)T0H*$fo?a*UY zDZ_5h}0|Hi0_*3NF{?*<@&NNEj8Jx96XwC>%Mq1p+~i!>x>@Y5Yq8c^H|wTS z?mJ0{E$m}Y0O`msc^A2OXdT82{B(_k=fu~wA`vubsf%H@C=CVQ|6ETmrGR6`I%!y-8lTV=`K|-fnMD?lyHA5ix&Qq+K0PS<`Y@4s&>9j7&o65p z!$Cc@*j}gK7e2X1Y^87d!I@dw*{KS9;Br6uu#(>fZ7bthinKgYXIr^#aHAi3v@=NT<^&v}yD)i-n81k2v ze$_bRiu#NNJ6RS8$SZ$8_UlvtVz}D%EBi|jT2%hBMEM$k1UHlV{w@;G+f}J)M`j!{ z&CzT-(Q1w+JJ^X&DKbFIellN}YX@9!D?gTMngixka^_U55@LUyZs>tCLNt7lMx3<` zYSz$I=lgAjeA8BVugWPQ124IV1$jfTnP*7tu5yIKA|1HGX#(&?5wm6w1cS=#g%g)G zNO1ZnOV8y-AGq+k{==<#0;m$_Rq%W9FiRXiTq8jMvHAoaRzp8{nVxj=p$QrK%qBG5 zj!+>^{X%6OEga^~eR5b$iUHHwOP)I6v2bF}_UB)tD4_pNAgii}1D0V`zw>Sw%u#78Y{kF_d@+~fay)pp@28LV(!q84 zl~n+93~Wy@+*_Co1NrzT?={YafbXk^+pqjckR=oJOY?yboHCi7x$(&t`iURg(`WqP z`@iz%*Uyn)L^h1i{UI3`xNcSZnTEp8((B_%TO@d9y?8Oz76S;1(1_Hc}< z3N-r?H-)7nzyv>CR>^r9=1k2){6AWNJ8Qw-nKfrfj~Z-#5aA6!oKntmW_yDpSL5fH z3@hOJD%y~tXNE>rSEgcooY2b%Ki0kWu1K(Y6va3?p}1*#hJp|b(%HXvKH?!iNOo)f zj*>HlEbU^!&n@n-xAP72qjGm(@EE;UooxjSv0atxj+`)R>Q^3Tq>AXO`W|J?Y6$n` zL(MqLagZ;eCyq;)!+B{It0ZezF!T6b;QW{f^^b6$Fh0Rh70&zNN-hOd+lDUH=mkT+ zweSTRl?Z%>$6fk4y+AyfS41Qi2X48P(1aWu%nB#{xJ~zlvlww%=P4fmjfTrNy8_`7 zXOfO_A_aO9+YTl8g~4%o#`cF%6qtPACt1iB40NpPiM6aiNN(J7D2|H+$;)rN6sUpl z_(x5D$P^h&{WkxYfV83i5xI~Du)rs=`pY<&M>247X`8pq*s{l&_Gt|KdYMO zp)f@&_B`=FGTbkbF_Iq-0=wc$(Zh3O;LoZS%Oz5vK*n%qr-lj_@2_vMuh4+x>?G0F z8wGZ^FhbGZ;h=@-Vcj4GL%4(Pxt0h#3`SGrFLGkRTx(_h=XYJmdx`kF_83C)cILscYj3o2;h)}vT_2b1E2!P9bVB?@LB$MNZIq>A z&~Nr#2_|RmMV|LEMcL{pb9q!Rq@4Ese$!V!6d^LW6YLy>ZoafqTN(*QcV%-3_Fe&~ zi4(uw%8Ex7Z`5WE6giYgw+s70zbY>)EX9rs3+XJH6Z83*FoHt9ukQ;sogkW zj`mkf51~2?l7Assl5oisO~&^s*F9E5zCttI56_vw-$A}PVY&yjJ&)Z;>-7b7zATBc zrVuz7{_M|8Mli(xq+PXH_JyRBnwWV!0Z>fu=dNF#Fn*t$eklYGVxI@t{$un3{(R+U zY?nyD@z4nzQqeFI9xuKw5xx7~=*7W48klxZ&rRBeLDcrY z^h6Q`HlIs7H?5Nadx^ucev=GpftJL< z*AD%oK_gjfTIC)ExVls{e}x9Xo_D`0<3yE6E5rhH zz$RYe=7b0b1`dUL`mn^u*F}D64@7LmaMl|fJkL3X`-}C0#sFb_krDxBzeP&-Z6bd|)#? zC79pG6N(OvotARL!ppX=eP(UvfJOePp`4!ynDW;jd68rdm!dHndaNhW{yjz|VD& zAoJJ$MIp{05bjiA038pIu2O5%D?E+P3$6VQ;C4c42j0F;knl!dW>mucmx$ya_eM|g+bUE8cZB(mgKyN(7FB#mtsho8jqdi;Uo}X?pe5|;h>|`5xw6Vh zU5+E8TU{x_n?IZP4HD_y@nOyikvj_z}MS{wS3;_4dj}02=atEfJYQLR%`_#H9BJ@H^IIlKI}{>39)w4$kpbV`Uiil|5O6E^OV1Pip;f8m zx`KYMyu=ydNQ(V8FE0GE$`kZ1`U^v7njT!1VM!|h{3k zOBV=*0>eo2XWm~y5Yz8Fts~|SL!aGUhsiukX0kM;16d8 zEb?;$$e_1h-jej53Qz05{C96X1P;G2;&}Ah4^k!WF~+%hzz8$ZfNuo@d4^@{A2abS-E9mIkhn6}r zqp2t9b1hpI=&w<})Ujk|B$XMuoN*9`jKt#0hmJTPY{|F(hEJFyoZ^RDGJ81S_s?FR zjtUzv7f7a;UU!7;cT<>oM@{(M5FjjX?Sxv>f;&|c2}t6Prb3;60Qz6jKEaQZBt(kY zd@3_fM3p1&+V}m&p}rT!Od5Y3k%<>eRsk|aIHRoc!(+m*ju9w!uF^#2Ps1WlPCKF= z!K^GfcP|u`bGk@zh=}^MPE9A6`J$n|j`ChR0y=pC!<_ZO9gReTxUYmQqQ4QksIMac z$sL0F^SAZE1RSm?OG===fmho9@{Ex$%Z#sjrzLunnXxD+y}NI+8HGhj6xjurs4L4^ z0_A0Z-)kmfKE%J#}h2OF#YKU}v{*F5L^Xdrl}bXxV~MWTdO21_qKZ>=byO zHwCYQ-TI2^7+BcPK03hX1QW?1#kl1T2^aNlrFjuRj#O^Mq#Fdd23wz2SqiAB{9V6U z<_}Zq-X!6tSg2r2)MaiJg_5-sKFu4}DC-qraKpt3X(w0Ccq+P~^c&imMrF>3J+8&j zqs9*LRA{RRUN=G=YErY`oRr{++mbJGNU;p@)$v3v z`JQ@rnhA*MW$1R48wEk?FC|<}I2z7SSrKlCLb)~tV|Ag?sIOpSO^hW9jY$Nb!`6o( zHQs{RDoqM%J>O)b=jVq+9p|TP^xP0nE?ub9>l9)*Z$?>R*Fj+e{%Ua>PH4I3kZx@{ z9-02-_RzZJgLJ;O8NOcfLD4hhg3b|dB&y}JT-xo5hA*Cb60mK7*2V7}_`|FM((F~g zmfIcShEB|?M;Z}wJxj>c%YNYG!S=a#+Z&<`cn5dXouS8sd%oq04J@!7TuE8Ng0dW| zK&H7PJiGT#EcmP^^o!zOEmix&OC^4e@l-P0OeoJ84y3}+?SCBU77^gwc4X|P%`Pv3 z4wH0t``(hxK;9>TP^b{9QYgx!z~ieTC2uUKz#tN5C>n^$ADLnNa>jC=dkDsw!X z+>f^%xS9aTil;_O_)2Xx8|&)q02s4V?R_XhF}dM}@W^9}p|qDD(GB=VF`_JR!Vw!< zE}#tBkIw`e%^LtK4rP4v z$>$dJMn<{OTJ8tE5o^l_)qGwYs&yXWis#$qja*iXJ*Og!XrgxMzm7mDl=`l=eGYiM zyS$SXj8OT5Pe#`boRLm>{RqDv4tW#!>R!HaMw_(+qE(zF(z(cHE>XG%om1@QkT`D( z@jvQ!6o>@CdVMVMNgzXPo9Eb(=l(!4ZLzzq?gktu=Z+2zVPKU&y6usv1qL!>MGrsg z!@6d~F>jhZ93A)*6A#$c-)SJ9S2q1zJQ5;HnHir2 zhJn_=YJT8O5L_BH|K!Q#2dr$Zb)O3GaJjr_HsSygG?tDAD+u_3`(g}V{H_js?qF(yBfwqHZ8T0N6in&Hf_IF`kT0&)mMK7j+n;>J z8@NeOVp!N1tU-n)9vWt9E);TGwT7xN5m3J4yCb|24XKSzk#d=IsQNWvNckKGQnRDa zf6GNf%SGkPv`!j;RB+%$?J#)hVAl1$ClnZYLzcp~!$6G0cJS~@1o)oUkeHu~hS=t% zhXgq~6uzL}{)J0~XDb|%-OP#5D7d!Q?RXpnUsP*g(v1NB1_9Y7%iVq(r};j`g#za% z?wGe84h2<}k9DRlVG#R3^XIz{G@u^4M6j}o27^StE#3d(VNr9Q_eTXCWGxnd%PvI1 zW|HZoFdG$4xHFO-9SDKGYxnQznvr1Tr>81?)F19_hZv67@AgBHx!%5N3b233FB~lo zgHtk>k4F?l0M_JvzoUI5JlpKk-6Os0Pi6YHYA6}%Uj|Jigpi=vRmGw(m;^T!PpuGx z$&lrkrn-8B3L~G|f~!&^fSI3{DXcmcPG||YyxSKK$l;}s`fwzO3OG2qzM#RcE0GG0g@y-ePf1Xx=m z$?b$DK?5CMcIrk7^k}`P+1VW%UwtFz3MD}qlhf*!egf=07s;hx8V{<|i4?}bSm<9Y zec`AY2LqTj-FAqF2&PTh`dT`O324c9DJO#FJSD%-I|9U>{mY1Q>YTBIO`;-cj_-+1!Kf__t=vHtiZ!}yn zs|{k%j)1k_o@S4IC~)$^XM>a!e`vgyV82m;hsLSEw$}}w5HxeF-MtA9odcF9m2UdO zLPGA=%s>b%vKtJ|r-Z>*{OBK_ySrS=^5mN}pn>Z@>C2ARWZ;$ zXl6gn`$*ddDpn7qOTY31+a)DNYyJ?>PEnYc388|2&d&@Jqex&*Ee}0NRbi^;0TR^6R6(Tsy7BS zEac@szK(~LT%n@-AqmjIt|znHkp#-GR8;8`bTBghpXx|v6qr^K7Vl(-0k8S3mz?Gy z@a(YO560jiXww<*(5MT7)@gyyhpR$hbI59*{U#Oiom>CS)`f!-I45{jM*;Cpw5IuK z8nm|(56C_Vf#KfiNv4uO$RmtlTP6LV^+Duhhm;>oJFV)-RR%)DF^})po`=A#KQDfa zJ)(kp7t5vC6Oo`8bZh0?wJ7MRXA~tK-|hG0Tg!{$p-_JCV<^~BAhv5>t4p5(RbSl? z@sg+z5y7b-ZW9hUWri6^XQRMQ&O=(qIUep-EMs*O5+Kh}er0DZ5xNqax_)@mp*N4` z?Rr@>Y_uqk({4n-9%A!}!}7cSxS?rQDi;o?|77OK|fMUQzSYA&A)6Wu2Dh~1RM&HT0V>JpadGvG6VZ-6B z$=&nyo4XvUj^Q5MJh@r zC~-uK3gTrpS$VBt(0J`aUw3T;)O26>SGy7oW%WqcDJKq$UylS>eNF)SSj*m=_9T!^ zz9e!6B?61!=n8jH9DJDXF~L_y!?5cox@2nvq<39-X`V!bYd7Ap`e)G~h;^VZWS6Ve zG1t#y8zX^o)m(m-AqI9F{aPRM$HTG+_A|<7R_HO6AXom`L9e%DIo0XX~QKF4tK5{cwIYB z1s)cY2)93h@W@KREh*C*iro*aT{`0e3YVMt=B(`D(dSua4ABvi)ypKY4{*?CqkF0H zsW+syM6vk4Ai=ktFR5%&6e#cvRx4MaK>06!GnYR^xE}P47RrnP+zUgVL<$dxVJ*J& z&mmMBLQtw2KxlGlsv~uR7kZOEZmgZefaI{PYq5wY5FKAjSnlema&ca6+k^rMV%gcQ zM*=~)Q&R1?v?nxR-j6WYVnAe>*EU~Q35KK}Ufr)Q0E^5FV_l(2@Y*dbLV$z;OWy7S zm0?a0Com=wrGA*f%SmqSRWH*$m)xl zq)rMV9<@%v$+m-FaCg*~H$xc~b*AtiYcU|N$6l^m;R<<`58k_V`vT4U_dkx@5NPc` zvPmln0@GA?P8Uu*q52>V80)rhX?cO*fr3533ck>) za=Q3kc`yW~l%KOPrb0U3z2_3U`g2pCZhpxYw#)mXxIdCXus=+u9Jf2)?8SMPKP}!M zw&NOi^0XJU%5I1HGD&vW;`rHPVR%+EBue!pog4HuVwK%wYj6Ce~ zodBD8ODjhc9pTaN7wKenZWQx<%*^}QZtiA|$%;7Qgj8axIjS;nh;?S5t^R}?;$W0E zJr-??gwmyI-6l0qt;9o}@i#{y@kmNnK&=fDG*f!+A3#8f9>310{Psh7{ah9Y!UK?) zR}(2}$q$XI#C1x%_ePFAcU=NfT##4|8vk3bhs55DRbWI)U#W%>BMA=*nrBaejSfTgL@3Aw21pw(2m* zd(h;|0cZ54mc>PV*cVadxtU$q$jDWVcaU3>f)+g0)0r43s92jYzE2_q2@1Tu8jur+ ze7dkh;l4hI%4Wd5&(srrd^#QjebWgRANNJ(&8<>#-62T3B8QSQNJUDz$4Bk+ z!qAF?CTT^Gio$w!CgjCK&@9%Q*(lTxJ#{M*`BCDIYWH~DI_YeNbRw8ey<5_D*x?W3xM&61co2hQT4xpC_B1yLh5oHf|LuA6?MQS^IQN0UJc`=dHcq$Od=G zDJQr}FmPP6eW7jG6S%#so7guc7hI7rEpmhJOosvHE;(8fa&#xJXc8y{0UQKj4hzS+s|XOv`dlj zTiz2X>^Rpj+-PvZ8J9mm{&{j2;}snn-n$Y~b#gnuE+R4jfw;e-AF;KuoOr zj>@z?H0yLc)jnd5@ZF-L@0hKT=JC-|jXln2z5Rn=(N7E#xmx2T{MZm>-Sv1>@JSQ$ zdRUYi46u-`diSe^nG;m(d(dfU#t$W=4>FgUsh!RwP*Y;O*>#=>juASe?0*dMJ1*U6+Pihb)~}hUISo=KH?}V zDvU&`CwfU1hDe0_Z??)gGgQ%)v&yYvh#01TxHn7)RSYm2(2r_EuxPW_vqD=qAxPWr zVC@M-gK=v^jaXo~-a93;CJb|_n9|=>259e9wck-LSoC;U<@1806VhpT5*cQWMUuG^ zM)pCbsKUUzLRM%$>f`rbyY{ER>_x?f@b3M{ zoMW{V$D;c;-^GsZ$DoT&N;X@24A7AN6^3q_7~J`OT9_ne2ZcHPb|?9~!2}_zqlKRE z@mJnNs+SIM{TXk#)^rYWynE*%HRgzvcvQdFEa1>0-lxWKVwV>cYNDK3j_8!}BD35h z6GV^i_7GE<*T!adOBAnL!2baN0RR6Cmw7lY%x=Kl3$y^~yl)NPr)kjJtr9mk&rXrE={I#Eb&OZCuXRW<{>wU8dp1e-A zw#Pzg?pVnwE8=haK$y&zqlEMU$!DIv{zQmR&)w9|$B0uet-NzOj}d=m*m?IY{R#Dh zbw=v?KEx`$paYLqx)TbUrKjbWIT9D{ZkC_jrbtw?M*?*x_7P{#<`VA(zQnU-7q)xt z3nALaDP7AtLW!p*A8qY%IYC^}Vay+F4JC@Kgc(k>V?-Uhd06Y0AJNk8@J8{-QG#yr zkHg};1H`kF{!)>CzJ$NME&H>12%)XDpQ0}kN_^cA{A=ufD6w%=`Os#w5MuNDY<2Eu zKjP7ckiMD^V_;@#I#H9g%eDO_$BN?{%+^8M)Tou*T2@ znY=B&2NBe6vN+?DJ(TRer%s4i5x(^iu4heMi0R0(O;=uf5L#avH6?$5h_Br;L|LPgxL+Apbo?nP3g;nd~YTZcTCb_#l=&J6XJMcFP2K= zdmawVdzDPY+6)dbpPVGL6xa8rX~hvDBC(F6%t)ekvB}qa!68J}ikts(M~@L!D*18` zA4C#=k^J!vCyr=&roAcQWg;Q+&W*o&*-4^8!*8&xGl8&S3T{0S#t>fTkE&L-ogkuh z?mw;6J5JE^*PqkN_9V=|)5LG*?9m;V@BCI;QThJdkic^5eOz zLomT^6yx?bgb=dzTO%V2gNe~UK`mz*{Rq2thYM#%A0^g)NM_8QXGc`aX8rs!M-A70 zGOuc_bB2!7inp~Mwz$x1^3*JPH4!w_CLX@lk`TLTeJO)&P0ZTVWzt=(OQ@y1-Thf- zJB;Vww(YEPg6OQCqiJ!Tcs>4%Vs-ZzY@?l|4Bmv}p{*V#*(4m5L54@7ejUfGe|Bam zsrf_d-S$^UBE4}YulR{guNUl=pY%91;s^VWM2%1)1Ur9zpL@$Q92XwjkQuF5pyQ8*I;!%E`E&RkU@lG!_Ly<~U<-}o2SYFTH`~1*8XlSIuK;|&+ znX_YAwO%Nlj3~}?3c_gIA8~$%7t|;XDMnK}a93SeZ)hk=&^O3cuexGPgqR(9(Ye5c zSkWqSF4kuwdIcMb?$+&tc;~#Qht7DTrSCvt=gs5jZ&|l-Z(alx!kj))M?#Qra=u7? zoF6!D;H} zkVP!cZ440C&rbwLo*G*CIu;h&RyxS@BS4eUj~0rAgJ8-nw+aix2tjPr>^_0*#;&(@ ztRgVsHTRXofQ?kzHmPVNyxhXr3H? zs3!sST&kg>Z#=52s1}OfVo|?U{H}CBJjAs0GOE8OU{>-6?bgsFWcb9FeH%)K#8&q# zm7r74B+-kI;rl}S+Ce{Wmnk~nB}eZC~68jbLETC}8Vk+}Pha9wF_B>px8 z4(V@;MpKhcT~>1pUd@Y+yiVqIzjO?~ZB0Vv`@Dn2f&>(G9C*P0HwrHl)@zM_K7qIO zf}#52P-r+FYGw|EV3y2==Z(Q($UWw)^!j)N?2js2>xM)_qh_0K*Z&fMl`M%hmQYuGa5l-w@Z4>LQ(mtT%t3<2U*jr8$ILP zQIcSzAu{R$os31!{6DVHm)ieyy|@SB7tW}+E%L+PmvQrFWgN$pq(g|$ya@0-)yEUI z$HMDr!vZO*SoBY8hV5+)!`;ywN&ZED5H-a$W=bCD^}m=|Z*~wbRFa;}w>k)mE4CG9 zbUYyA(LM2@(gz#wI?^?61z}|ik^0pw6k$hahlg}WK&2aCQVk`jd&e zZlez_K6MMdY2kqw<=b@@gacUMneMDDABx~Y zBdd-xVQ^ii`O-Ek0&GmrIW8LumpQAcxvdGP{P6nYiH0O3EZTl!$=oD-nK6{K$%)3- zA4@#us)gf~WmAEURwxXb7y3RV>s8TmG-Ap%2%9Hu_lWC-!g;IKfd|*Z&~GSVw!I<( z?K&|PJ?mnzw$-vTWo-gP4wRP->LW4C|=*!2B zdSKg8b?NvG>mR_w=KoDF5bISM)v{2a{@k(iLOyqAT^z`0GR* zxX>)&sgr>8&5}94tYeUSG-%7uzDQV(887^_Cjz=^IkyJPBd}_DuxM{pB*b*D)Qeq< zf!kkEiS8@$2wNE1*j#uL@`9h+@s{~g=47(_j@+kr*hc_vu>0)VWRNw=H;^pm`5mHIHEb1&^xK? z(YsI`4OY&TVo$8_<7|vmfa-o!y$SczzwLvutM$>Z;fi|`3~epo@VjTG(@F_bIt7{|QQOc`@z1c-D@TZWncI~PdO~%T)jo^tV3e6uhBzf`J5V$mW`E(Rnw-ubg@DtePU{~bKHgeZo{@^6qOfmLmJ|ec z6u0zQrowO9>t~L2GD`haQap5%vEyiO>)5^|(4S}fRX8Q%W1^DXp~@79=?C6hx+o3K zn{;zF)>H6Nrde&?20A{?`C{#Lfq@E1551D3=_pe7qa;3{p?U}9?oC@7@*h3p`$SV= ze(l^&c{Lh#ttjcfAfTi6aBtieaR$t0h6lX5m{@St+GvLq2Q=@E)ndv#bT1v?FQ#)r zZND#J^?`{~<6ZjU<8(wfK3_%;rb5T%=1B!H3KqMhwNEai;CaxjmdC!GdP=Rm5ML#2P(`d6in(jC-wAF zP&I9@A~%|XX&>dyD(g>TU@Gi^gJC?jM1;Kf_je37ueh@M#Y7Coo7hjE48)_O<*oFh zCnr%F8B&t$odV+nGW$2^Q4rWIX?m%bhA($o#n!*3LS&t3`?uK?WWSB~%if#@m9yr8 zi%qF`=G+_yVCpTE2@S8;G$Sepd6ceC zv*&X0&sCWrMhOdMn~VnYq?zbGGC6BM1CryLZuvcBAZ}mYq~~T9_C6B1 z-sQ%Dm>BbFjVup}t;Oe6_w%9n^-tBgV*+fGzG?q}!iSkrPD!mf`M#xaVdf$(rWg#% z|MqdPQfkkW4`cvx^U|i)#at*Z>oB-T?zgZ`u-B-ShXto|WqIj*+^YN$ zE~w_C{G;5>=c~61fJG@ z?>57L?Dm@(-wfH-mkK9)_Mq9A(5<1G%fH1xJl zGK+!}qA@ej?kLU`)rhmj1-k73t7f%bfK&h=ErMJ{~JK(s5?` z3bUw`3RjAzy=EpA;TxWO3e})t{w?G!a-*YJQVLLK}}9~KvkZHC!s{ZTRI05Yip*ZhS^Zo*!}Qt85?!~n)bcb=D_a$yAAt9xOks+ zqwSp{4_9v;aGF-+<23EVybqcJ6j9`*?wMqOaGSn7zdZwU=t}dv=44=hqWjI8#|7BU z{dMAqsQ^AI7MkPTd|3R~eqhR2fd94?_S^UiAn6vUb!SWfUj4*Vmwg!+_3ufk?aRP1 z$@3EVd?7+Aigf)fgz$d&C20JD04fP>k+T)}XbaU}qb|XN-Lk?pt_L~DNGJ#iRN&y` z{Vbi)&m8obOX%3c?sT{w8}wyDPu~9V;anEd z9@uCYCUY?VO~a*xeLOhJEg51l`S{TzFBq;BfVt=Ufw}?#r0+?(Da;W-U&HXr5idUS zQd`H}Rrt7TNX{EzQrsM6BBeT@fLa z!@cY$^@NbALdXG*5Hy8Zm#PPZi0<4v&$=iRd$!rl&nnHt+TOQcZSsUTdGpWXfh8FT z5Ra8C+$_M(W5TP~`Fw;6@6Ei5T%(!=65AKyGD$8SC7qw>v@kc9~X*l6|kDDKZd z)_K}_vy&OPzERZH<|-eZhG$b3xo{zWT6LfQN;VobPbE}jFcEv9ZdA6KfjQ!L4*!$K zL{0F!UkVhGYswe*%)8Bo#K7=Kr4<*|H?C;UImN@VdwD8<=5x`g$aP=4n28|Xl0*$n zI_&qpo|CeVii(2ePxfR{5SBc4vC4^xA8Ik@wOeV3GgCd&mY)u*w>}zKh9qClH2C%V zazKp<)_A4D#pM&7(LaPNxICy^V?Kug?}*78AK7#yP2Fef>CvGcH)|+@Lq|sbf7D|| z=@9djTT;4;iN3v0e{MNN?zhnITb4fudjA^SdECu~KqZKBf}F?Jyy891WI=DNZFp}y z6StpTDRf!M#7$12;mK$w97a2~-Dk1j|B!c9>kk{fLvD(Z^;{_V+7|9w#fRRagAzB= zdAPCNM0&px4~qxV%iH|9*vXsGb`s%%wN%mn2>IM2B`B(4f`|Cb=y&I43GgOo^QnFF zGjK6AyC!Ly5W&m`zV|2@u-(?4)P7cgl)KeO)|2(Dbmty1vrqujruY-dWL-<7${7Zk z2=JnIz-QnGxz8q}A1b982+?iuH}MtX%EJ$gk4l+16m!k+kCYI1w>bvP-YGy~z+-;H zF+LbWQRc)09y-n~{q@F~hrdI6c9hui5T+OU?n4|81$`48lwKb8_}qNs%i$x)f3m-6 zy8x>{1#Q`On!Nu*TjqIGlAL1QIXV85h1CW73+MGQ!1UkYnAn{TMfm|))#K@~OBl|6 z`ZFDS1lAE@RSc*+IBcpf%fdKk^-3ZKaC;L-)@$l38QqWuj67b?nQFOe?i`-L9w?n`VmB|pDC z?-CPJ&7-rmcQa7GFzG`?K{^~~wp5-jOh@~q_~@=+CWa<0t&N*l7+x~IfxVUsQUL@Nljk4b<71)6Leu4B-wIk6{k@#d!(iH%havtv6#0i% zsCJQj_cb;Dx0H{mHQ6jaReO$Q+#vOg74G5&0{Chqtc(6LS7(BAJoX zn}O0peSNAIgwQpsnN@Qm6Bb7|`BhDm+~+;FG$H%It(&tZ%tSL_{OhW!pRE99vL>xZ zR0K$D$arSvB7pdj+VT*N0CHJBjW3Y>W5RyTWR$!R<+d7DzRNOT`MG-DUQ*Xw-xAYi z5g<0q5(8T}(lJr`VX69~Dfkh#iSDWZzFzJ5&(Ez~8S|rexxzyFT%J`wcQXF z*~kVFE;bptf`uE)x7Tq$Gf}Zm^oB_l6Y53nFYf2Fa4_eg`(hUks=^N~k2d7N{QJ`$ zk7a!HZn(d?%~^oO2NgEtKIFsUcw@nvZXR+qcK45xdTRL5`H(YeJlLGSrS+S`#jUZF z27x*c_oCK$?M~z2`{Yd9E*U=5K1%n=w&!_#AOu%WF- zTbsect12;-CTk`x=Dz##!<&KF#CXTFYz6{szIYv2!vtf-UxpsW!iMPDj%a$AE6if`otsV=bqV)0B z?%WX?T27~FwbK{~{>)m~zM28nf&gLOCK`Tr7be}kkOq^SA)%joDjIKXteCbk8FF!-2@zmE`)>C(<(P7p22Us@TILhY7DM5~{*qOz>Wuu=2f4aw$ht zbXOt`zJ@S)FXXm2LlPW>X+YUq=UXZJt~!%jxe5; z)|{OT%r{7m%kpA^<^^HTTNZxV>L#(BIS@`w)Tk}vVPoe0^0||2gui=~t=z=Kt#(^G z);uP}g6F7R*~P#`-pnlNIZP}oSyH+pn&fEmBIeWWEaJCDtFLLe7e=d2xh+f&8EMMMasA$YA*2 z01HC4>?_)pbf`##Oldx)Af-6e=yOUM-mYnHx%)5$blV}RHl-AlTbDc74yK?`bR^(M zMJkrXSU9ZFr$E(1(NCV_Lg@683c`TQznX3B7vmHd8W~cabtNNEeXuY;E*W;4`;-lh zQc%0pPUCWUDl|7|-+9wR!Q45oX8n<-qkP?wu^iGL9};OXZ@W&%rMYZ2djS=ky-^Kw ze^YRuW%N&D8U+U%^xpNYrlM*c+jtR+h9AY6b}FP!+2Nje`H>O}rX3dck;WV_R>!XT zmc@m*MxIieEgK=HbGH3An~9UDoiA*MNuG5yXzRUWU|+q`T-`w?{I&?fsE62~i#p!X z)a7EaY0f3nJv=<_u*>iY;6ul*mnU!}d9HJ0PuwCtUMEPbvLe?N&i_;%ag+3Yf6sUI z&#+Kvc15*nfC-a3YT>TqOoUXf&oK97K_PUgjmKf5dS%_~)3qGTJ^DrUEXkFCFze9E zPuXY|9lm+XgaJp{HBGUv={S}tC3R#u4Zq4gx!RA(I8?JG`AwvwDs26tGXfS)`&sF~e9lBacUKpsn+~5i6&c-a zRItLv#-&p!*xM>`IX;nsF29dN#S01=*SeqGUPMFqdOa&@M>-sqDjnC%W#Zg!{#&bb z4rZI5?^2!M;^pS81?IJE{B34DTb0a2Y3UPd7gAr6Wb;;WXCU&ldxVGr6Ypnf1U8fU zHS8ab$Rz3S+MgfO7|`NkY&=lz#z`K|y_j76r<4b+;iPL_tGRgM`fJ&dUo5=5IIp!K ziv{sb#>}NAEI7y(K3H^?jQ`)>VV(>JiB6}4$}BF)`$w$CavnZrFFvCu$w%7C7Z*Fp zd}sM@fB&8I*+&bzWB7q&eVGfpR7riy=qT-;^^S`{&tpd|OGy7S!CW@mn-8DP0X;|3 z56ChaHSVku!1ZPDl_v&#M9g*K1(9`5HS<>ax{HUZoCv~})Q3By1N-txedsx~uI&0I zKAfdk(kXv0s6Wp_&I1p9a}@zB-~ou7!hshH4PzljoZp{@eA9)Xgz=!&{a4*mB*oG_{d~ z->iCPmwX0n6jslw4yGgXR-#srF%`|9uG$AjQ*iUDf^NtvDiZaDMk<%782VkBQXWIY zvw^yE3IlX3f3P(@jQn2HZ~TRT^b27jZ>>D~((otmR4sR33K?&i=l3F#kY!}tJQ$gT zI`~{jF-k_{^)poETPcWd-cpBIo&Tq@gNtB-~Al0k85lJ2|qi3@?>#T1)ni z7_ak&z6;2E)@-owS7I8jiJT~yAkrXG?4&g(fYb}#+2PNPX$Z=k731%ij_TFtN@%qt z*W~Vt9w2>n%|y+>(Q`bw)hTWMcZ7>;cA^cOUu-N(i!XTP&4RS9Z1Vm;Of23Vdr4zI z3w3@=Q>gK59J*aJ8S#J%SIsHq=4(9Exi9`=PUB-TF=9mSo&ZMl%1vKpGSKt(iq_VU z4D`zXK5jq};C}!B0RR6KS9d(s@B0?g5|xokB_b6X=&O<=Eg~6_RrXfdMD}rT9A^)^ zQZ!_Ql*A=TA`wbOl0?z)K`No&`}f!VdS0(*-p_qq_jTF-;lxv(vaqsbqfUn|3!b8` zVtq?lnArJtZzeIemL6l&HL)e%DG@e8U0z(}O$% z1rEy7s@;bh*jS-zGD{)$f2DbOSK1wxmnQHb=6`lco!-pGIBQMT-jyu)MP9m<#$-Zk%346?GqJs8XqBP+kM z@a5=#&32`1IFXfi@WP1muTYaZK5MPG%^ckekswg|EWRKpm7=|m5QA2wb1dTa8~d@iHTa39Nl|u zbQIJ)7nJm-A}^zkmH{(mZdXPS6Y@6_V_QzMP~YFVi($lu%f1m4&+Wvx+(!1>a|T|INcmM( z&>^39chR6V9jaXcD{kMRWBL|n{*QJB>>nMmp4Y`hSziASZ6*u1m`(Y)uZjFEjeRft zh7HQ%EKwg83nz6lsjI@7C@!&o9($ev@+s})DrY+0>;B#C;6caReWD5fBl5GoSR(&6 zlK~p3*PN!t#EeS0aPAlrray1IX4!-cLhC{S)7;cq+nEmmMv2 zPR4;S>G@Z~l99Vq*Zgx%!_C;9 zymUV*)clo9>w=Sz^zwZAWF-X*wL42$8Hsqvn_{SCCSpXSAcA_2g453nCO&8-qt2kQ zVsa@JGjDyH&Jg!&9Nz2vX^Ms;i-I>OoJ~dN+D6fmcPZF9S2f;@6joxzTf_+dYJ%*Qt&xb?G50V+!{n{+5^9~d1d)5`xRX%KUxEx&do@MX2#D!tW zu}}K%Ik4t=Oxzh~L&oCRudDTJY*=tL-f0&b!FFv`#YANK&HYw<#0HJE`tNswAHK7q zyn1^H-dX#ICY;TMv|F-bvI`G-KYyxtxpOh@=(5L#!A97nxnhhj?o2w{2Aa)P0jY4WMatSzhT{9Oz16J_+U8Vo-BoOc z6ECu9a97xEHo#MkNB{0?>r;XXo3ZX#Ej|}BHtk% zY$vTi;+_4gPEHYgQ#~)(H+4G`%~mPo9sv`I8akGaweCN3-* z>AtSZ#8id4i9{9?Uai%a$B25;tzA~3wVw@> zPVTp5;qU#q65CuRrY&oIwHq1um%`jA`GkRRxynZ!`KG!vAx zy;gz}7OH=w8s4g5W0?+P;~D`6I$wQd0~)!|A9DECY0O3ArHFD3BQT3yB-PUT^Xztrs|;e1@o)vz*R3m|+hWZ8JL02%kF zW4C_s;jrP{GVQy3>>5~J_qCXq#}7QeZ>a!HA-$J&T@_%(;i7J@L+QxAIwLVBpMkAI z%amPJGf}#xGoy1+7KG@FD*ivNp|IbJY|6y#x#)hu=X5;3lN~8JKOI(Sl-ZOh0e-mO z7F%H{fK&Pr@h21k)}=_LHP#A{wDnoJrfoW8-_O%uqn3d)#R=JDiA;R?^zP=N^bD+* zkZJijCBO?=2^Ak5J`%MmZ`Voi&{1r$bn+k`?B~L) z*+enmD;Ki5I!@mxJed9-+B{#Mk4GavyL(sjK)D>7ALl^m9r7lZjqBO4P%*p`=E;JO z#MOzU-2^^A|2BH=#e)6U{$cNpY&`4yR_d~p1M!FMB!L+h-a8y7ST#K4hVC&)S z5I)-WT!i;nObH0xp&{fzTHwin!e{Ea#Jy@&;&LrN@Sr37 zH~Y+AJ~-d}EGi|_5z!v1mobr!@7Gkx*-O(g+~eebGf{v)(be7+8Un0Zt?=mVA^~JQ zwwVkZ6kw$#L;LZ70QRgVDWy;8$du+%O2;!W%q|=i*^>n=kS4hNg!!TATB@^;KMemMRWJ1?x`6Z2gS!n2L z+WloB3y)vDw75Ezh2grF$7wa0h?IJxWWF>Lz z?!1p4av8YWx9M$eL3C-lyIwI+fMh@OW1NS4 z*i$28A~X5;w=a8D?PWf6d}i2zngVEC@#YPt3sCvdG*RhpItHHJxAXT&hwHX-mg{>y zvOMgMbo}DN&EBpmN0E!ocBWHD&vQU;vt;r%bMP_yrE|F^2OeAI=b1Nh@E^Il(JhhS zDccM3`wsAs8np7z8V5dR=E*B^>$!NAM0+c?iGvLt2Ak!ESkRpR^wgLJ3koxlg-3;1 zxOCg*=8~N(wCx<`o7A!px~Qx^Eu0POyTQd_8Y zz^0r3X*HLHE}`!3J5fv+{H-?Q9%mwXt&k-pn&1PKYcAtGOymjg^qk?bAlf4MOzf9-B1(BY62hYRlvwK8~Nsi7Yb}pnE~zzJ_MzSNd{bl9yK$Im3d=6S`(Rm5H%y5$9F%7&u3NWpzcJ z4z}pw_h&Td_~t45ZrKPO4D0^z$!$!m)(q(Q5W<4nHmj$vPZ9mdU-gAs5C?eyd4Eo7 zu(7M;o0RTnLcjOl+`WU?_uflq^AB5z{?Q-l-H^mYZ)7;meq^E`zp{DgHw(dQ+^#a- z6a6FnXxmDnUSkejdQ|w9i=#^uR!S57VeQMc)eRPGz~y4W!YLN?gBD#moWX*LVAXGb zBHH*r*fv4%7qxUeTZrJV`32*xJp?W$SBq`?NBF}HSE6j47xNHXbuA|438Bl(>SZtV zvmq{P+uCBqhK;VuROcqb$1VEFH&bOphiZ7#gz!`C&QFi2d}PB^C0hJk4zcfndCb|9 zTx_TU-#9MySme6IU=T7dEzQjcMD%Z@n`AqcrW%M+^ zVM68g^3JV3EbwD$g7sSn{yp?gl)06SOKnS*?7hzf_pn4v{3specDZfRuhO6)vNro+ zL>da_YjsGyO~amC@;NC&52hVros83F;)LZ2<$A(@I2`}wJVKn`pdoGeOos`jo{pyt zDQRfiMj~BaNrSgVM0lJC;UiRJHbxgxAsl(H{=Q@?9M3uB-%X?8c&hh6{t`M&>8he3 zDGX?POkP~0#ejnE;hJxzG|2kTR~>av!TkP#h6qj)6q246Dn?T9FM^)Jyg!-2o1zhLLI5H2Qhn(@`qHr`7o( zcF8!Jt4#|Upy2HfA^SQN3KWDY#hW)#FuC&ItX2{QItQmZGKMJVtB}1kE}w#Rzvrfu zC#m?j?-YmIOoP)Kz4yAms4)Ckrq5cK47J4%D(0~$Xq30EbFe2vXW&WtjoAcLUJ0cy zKSf6TgI@2GyC~S^6#AlUf`W>Q(;Js7b<^PL&I%r*Rc|68tQT? zx+DJ(I()>pJ)Ffv1>Jz09>&7=EzWc2wh{hg#JKignlcbDY{HE;I&Q8Xe^oFThshny#p*HX(ZqCon@isZuyYoT|$4Z+g>n z!B@4HS!gWCY4ay=E0+9Pu7Jh_y|;-cc7uWYkIwsYN*NfT)XMS23H;jb&^$xbcjTSz zTU`j9->mC<%{hpu=fZOvDkTZO{kHVP@ryJVoyxUzu}Fm*eI|W_7!`5XjQ%^fg9`no zhl6)lrs9e5rDwbD(J=QWvnH4D?@sk)`K?AYoH|K4eqdb+wn-?i&bv-Q@rXi(uVEs_ zTo3Wj?@|iqj-ReEN@!;=VXYA8CK~B|Zi+o3llg8>5l7y!o>wB?d`-yjISK zScvL%Jx;HQM{(3A{)KchY<|iQrnOT*-QpX&n;3t|(yWs{6^}TN&VY){I0)I0OT#qd zuwQmoMfgBG0!xl(3N0d|B}zUux-k)JB|AGMekMbI)5iM-2dS9u`JthflZ>F2AjkIq zC{TTp=af`Kf#avSb%w(fIBDdZnpIDRA=ggdqB{kCE)&t`Kc!-edEj_&B^_N6O-s)C zFtN5W^WY&X0_TQLcbTtG!-TSJO}Z!z1EmAOn+bgW%g){V|2Va3P9OO>pN0m~pCTW^ z=h0Uy-p(d?Xi4q7_aEJu*gyPi%yEK=@p(ty7Kkxm>86^IzAP0LdRpu6nx)`?bChS> zcoO9Q%n!0IOG1do!{uwXCu93%13BrZ1fCP0FZ)37lg;EU<(@1WE)A71Zf>T+fR?vl z?QRMhUi^^P2q$CW*ph%c$pm=K1)SaO7>|XQhWkRu33&d_wE2i@A|6Ovo15h%;YodV z)#i&ykaCm^-+YS<$q}7LW-{>*ckVp9>`yF2IFTaVM11w&$W%;dJf3EXPg##Ap!U6A z?tjS?EI#-tYcG;9CrH{kbtnna9I$6+=n{f2?W`BB zTa^gKhC=$QiwSUxJt6ag9FN0;7hQBH@gTdlUtDmNxQ~-%s>4Gvv@%n-n`BX-b>_y8 zVVPvayf)u=GcFNLw2N;~98G{bV^2+PTO6Xzt~`xg5eIS2%uNw5;=o>@k}qePfa@0a z-!+=aFj02vvAIeCU0PzzOg{0>Ld8k(aw2a^56_ycjYD`&{`d~V7?9&@uPAj!VYR=n z`Rc4_h-DPGKJ$--keisQ%w!yXkb?dpJOM(DYd#7akii~b%W}4j!_|(fL+h0;pnu)g z4@`PERE6dSY^y?$;746Ub_oX4IH@FmQ7F7_-*COFaUSt?A}K9h5imE{7q9*&3XT^a zwpU)gfZ(Npnbi$3tPP5R&h9E@T3PWXHC6q`0I(_(6 ztLi8I+;c_bx7Y#tLvM5++sd7G4M2@Jl=1Mw)(ezND?hnnN^;7@li&{HaI6ul`YA<>72Z#2 zn+nc?Oyd0dE9HY{?bd%gqAuHpxa_U8dmPw6Z(dF+XSJ#*e>v(7MB-fb?EXoFk( zjNQLzTVjZMa>c}II~U~mYh85|%u$aU#ffcFae4_h`8#bi-w9B{? zH6R-*GIAKN&ze~kc-r9t?Z}`16?sBr37^IkbAr&DBlgNC4#DYM)T0X$vJko{FgxYF zmefzC5Dx!|a|I2tFChUpnthL@^kNlCm;lQP2gFqDJQ_5PS zd{G?ax=#AdY224BqTX+|!qnEY|KguoK;!Dhj3wPx=xaPIwEMr)D6%=R;6BA2J0iYB zSg?IzR&r~TH9Y{4jAdp;tYADJ{5wrmID_fJ){tZcN319vnQ&Ta30gairT6;)4t71! zvynN9fp>2k|E#yfo-IC(y}FJ_Xi%t5-sA~=Crj<@PJi5TPZ#Sk3WWIN*W)XH_+ct_ z^wsq`542sL>?~aF4%UOIvZDiTaM?D#bM&4kyguIQw?5_%YtHI(-~R=n>aqJPIqmb% z=~}<-NnsQQ=ERnSs-MT$w+yvg>OuG(DPj8It3SGwPj(zXc?KG?8{`vh&fs0|n-2bW zf1EtJlN?eS4BNgU^`+a-)F)5f5VDHJcvwzfL0JSsE3WkERR%+EZCifA z|AJtYq|g^~F90cVV~&#d0|=e@lzMR{2s}me!54F(P_M4g6`2HUc-9LZdB=0Hl4}r1e+E6MPxD{~G!3(2r_rxy*Gz{T&5= z1Az+?{?3i8x#ESuDd|M#ZhsimH76;&4Z_N=79#%k;ZS?`ylKiI96dHs59v7pV7zdx zx?JuB)yIq1uP$-{m6xgGt?mr#=lyf1%U$5CGN!k+&I^)em!g7({9*HBOUK18LGUS* zay{xBj;qHM==Y0)5tbJ3I&OOgV}TcrmcMq#*SnMRc2_t;ct%OUfLVSJH35|Kg1?N(bjA1O9Eq zq*CBzm-zjp3o6M?dJZNe!@2{;zUz0Ay#5YXYxioRQU8lji-S4JR`9Sp{}it0K3yRr zwjWoiHS506j*~=|JNCaFv>}xlx0Uye+LOATZ#5eFWKSx66Mg%<<8e~#bd06U_c^_( zgUr70J14+cHn*?a&IuQ0I7*u;Okn7@uRJttJ4tnZg4^T1eWY}QDw9BG5=lRBysLQ0 zHc*FmwtVMWK=SnmcCDfds*XqTa(?@uPWW;D<7(gfw;BSy#5c~P?Fy zui)BaKx(^4jt{QVD%qP#X8;c)8YT@Qhqcm_I!6pxwqPas5f?k6jSuFJ40u z@3!pd$vaFMJP|%+P=Ab6=a#l@!y`jd?3;BrDmxdFRwO@sj*n(|B35xT@|g>GKX*iP zZu;Vov2b5>OAyG5r8_l+g0L;Zp4IE&i}~=48SQWd|4gH@57{2|Ue)3?L^K`kt6fJw zjVfvHP3NrL!Et|I*XrVn+P*&$B9;DlBHTKUv?m1Hi>mG@+z*A!o=a>;tw6XPHcH)b z!WRo}=Z6pM_rj4n-Mb@dUU+D((CoXy7rv7pee%QnaiG<$<8gm52EW$0Y&>`#{k6)y zmTuAT@IP?-nqf37j7qj!2Sz~Xg`$bY=`d(?3yGGuhQMaYT#@p_5a>?MO!IZZP&V_i zez|4@A}6CYC%;F5bN17MOD|(V)(JiGctrvRN6uGu1twr|lBAq^cr2*xb0_CdML^Bn z-A(d$7;IQW{@H{s)9M;ic6|^6yWEqpT%mAeWvySQb0`9ofhL!_#nEW5d;gpLB^LFA znXRP(@%YdnE8}bujXn=$8(M7`{to~E|NjhDcRbbKAGSl1N=iv6H1tbD8SzFMMzV8d zZ^_=t=?y?&y4T>l!#5=1(C>dFagto8MQhuMmp4U0|e9nEJ_jsO1+G;SETpNfh zHVt37p5%*9k9prKzi|#T?&p6zV(yKTJ8wP{jrTzdw>%yj%K-dA`4!Z3Js772h3K7M z!!Y!Njmk&4Ks4+qPUu*6!AM4F$r}?A3Vw=H*R|Kg=d5Nr-#bkV49jS8xnY8xnd_L8 zUR%s5E8=J-d!SsTMr*9GKYo}T`&KCFhwT5xJN%)VZy>*DOmW7)1>0Q`zj|SrMhXOZ2H>DfebEz}Fr2FReDH%oB>tR>Nc;6O7*9y- zw=gpBLs92pp@u!@@yaiJD=+4StP$gscH&)b>Fy~Oj{*?A3sxLipSd`ghNi&VYn$+z6@{BNCo$C?)t34F|9z0cSV-SMMGP=jdi1iM; zT2IEQaCCH%tiNKispI6oPrufwt?0LosAN&{1bJ0wptBbXHu6LE(!_X^zHu!E|BsvzjlJ~BS$Lr#!m=g;zsCuF|iPjW?uP-p~N3QloKf^Pb zQ%rYUJF29%CEXDt#rrl}F&)uWdXi5I&6;5@p@i;J(`7KoNb22q}$!_ma@ zv|PoWSp2bjpias!5_`g(yfx1U<4lf&>oG%Lqz|PYZm)C4!MLsx!D<)O5G>l}(M0^u z@223Ib}y_TnKX6!1fZXi*Kv!LYJj&QWMbDL3%z9?=dt88m z{$fUo`+g)Kzs2u>;?ESMr+)IJ%8}7M^@85Y!Fb$sJ$MUOc0Bs7l~TAbLB?l0z1srp zD5!cxcJl^rDt0L_dFIJUD6n$Dz?Ul(C#@HC+Z1VNoycPl_Av#`_(rxIJ)MNz&f;Ez z-xF~xu}Isnn~FdF34N|7aMRwO>sQPqqB8e?Pj7oCqpE*WI3JH9 zX8ErVK8(h_+PNtWOCeYiVCG_~8Hmz}r~df<^24cazdh4SewhE{<{_b@f%t^fzAOAh z2&NsL@^2K5!2a)hlusDO;zjciqZU3gz8)Gexhoot#Y%NOH&2BisqA8mhCv`^U0gE% z$m@?5YvW3i9{Zy}3#ViHZV+zTAX7Ue8IFkuN_5L2qOo*^dX7qKJjOqIcfjO+0(Oan z9<^_vV&CA)lG=?F{C)XW@zC2?{AF@ejCvvl+cFmSbt}bSN2yK2trsyU5$ismVj7Qc z#{30!H&F0fV90|Xhp0%eN@%SzO~Qi_`loZ{Q&CXp+~n7zDfqeRv8C%oBC_-=%r2iz z#QyCn?w>oUSRc7NtlcIN2borjwuMQ!QFi~$*?%cm^kKWCr7aDgG<%)3tIfc@9)?T- z{!F~UL)uAk&p_4QyCuAxG$dLk()&jmc6sVZT^~=wFLn-sfrjb$Dth#Ol}!fPrAbWZ z?aTm1K)JufgEw{ypSZ(7fAuKx?q(+1>Fx`-^37W5Sia}IUFK3cwmEBb{UzcNNL{jfrkaU-M!$}pv}Itv!WsIo zG!rFC6Yqw5W#THIC6bzUI&!v-_STG~qOfz4sH9#B&Mq10<*iS~gPV^Wx#OFRE_GKn zb{|N=!rV1nBLb;-i`jAeNl_YFY2DVx?=-xp(!BOm?vbhsOUN|@OL4Wf-kB* zsA;b!Tvr zIhI^bMIOl8EtH&uSKeN25pYOBg-+7f!G$zj_x=l6Dl!%4s}H=KeV2q1G35_e@F${5 zk?Nh6_Zgxcqs;xP69cVlQh!%XRIXaYKAum8IKEEzuzx!zv`ap+NRwWOyTgR(cQXT2Zx4ANhGNmHg(K1$A-Hlf&~czK6!X*^`rY)y(Po=Zxng%TdYy}ioHL9^=bL{U z`8$bx`DpO(xg3K6Wv|OiheDBSmztrORUj(W=2g{S^~G^gs~Gi$FY@+Hq~_)aU@3im z^6J%K3|LT~4>%W&xmIe%FJ_`~MM*qK)FvJm89W6e!LcY&Uc0B@ZWwy5n+58pAmr0m z6*=+2AM+3N>DKG`;NJ%7PxonmRKCkHN+I;`rdV%s_m5C~`Pwzvr#=$jaDS5NX(Z-5 zc&0YFDIUWG!yG|42KDC}XwfMl_)T)cozfP7`9D{REsLK=8I!G1yg442pE*H0s^Epw zjRoY&Y9Dk^iQSku8GzhQ&cn=a!Fc=U^C<(>NE|g7XBR&V#}?Vg8Y@c!Q6^?-Q}YQw zEaa22mnFVqWH;R{DDuIp^(MS#f&q9)>(uR+wZYh3l5@6$cz4yMhKjJf82snqeDHz` z8OxnhcTpe4;lWQ!?eaUL@Wm5Xio%v~>=yHAyTS>@@FyL|MHr!&<@7iF$m(!hBkE(I zy(S9hZAr~*IB~dHtZDvA2^od#XVZwbJu<&5a>qAr-dNkc<# zmV`Y@Ijw8s4Y4Qkce`(@Azm7sQV9P=!n&d35ptJ2Q0XoGN!Eq{r2Y~s=I;wes!$O( z^<@~U7wKP1iXi-nMvC%F?Q^)%w5`6b)Dx+dDHGeIJuv;!b%|FOJkjWp3cr1+FX4l4 zs?`+{er0&~q?%7S4i3=gg{orE_!lW6ZZ-n{rIr>ynF>OKN%>-(YF~UVke3p;=N#6H zdS5+s+Y{e4@U`Y^`k?i`KO3!!1F*Qlzr`Rp1jW|X>fXXgtjs9WN#iASlgrzpxiJ#Y z{IY zil%6AY4^Lo6{eW&w@(RVEYZDp^U#STd(_+~R73K0!?c@ zo0SjhHdb!a{2PQknbA4AE5a}%z4XxS+ZU%J%`x2Of*CGr;33Eg<9cF`17`0HcJ{krNctWag%BKLeHWX%;UWoFLHAs+N0;6D;U@eW~oU2j?yKEC1MAg7Vy&5mx45 zpw>Ohj&4>%?KUo#;Z0_+TIh1p)JbP>`u^ycu&o=E>As%lCb_|xwg%D7+Ro509pJfA z(HayCZf=+%>%cte4_=GbN9*FtMiJ3USaGQ|#qOIap`6=HOl~>Csj8Nf=E~0SSo(%q z?ol_86z$q*d)X0wC$Hifov;8dEi2&pp#t$LQ^xEGeY9dVPL4^LqlD|R!qx$8xN3BY z-<-!86su*LbR|4NerL|DcbxMuKQ(^-o#S~}VwkvBq@RO4zr=jwUoId%Lq3xbX9I%Q zn3+{`YM?Ns$WB;i2kQ4s0|Pt!ph~=l>n$@F_*8cP&DtFSvoGyJIBroe^?d%kS4<>S zJ@|g2OfVd{$`m!73PNCN3Yc}p0Wd86zGdeJf8dg6CjaI{KnAIf71|vSCE20Q@hl3A ze&j#(C_e$-+bk^&Q4*lq<1B0OI0edO&D_~a0|{_R^fAxgZDg?6r>=EFE*i`zRMi5p zP_VXH>yp#w4|ft(Q|uMO;opc6-$FwytQ@vk6)+bEPZh(t_5`=w0#mQOJdG*r6v z^n*wcDA?fmC^Q&0%I~%7l=6jeJMZVcjZPr$C@tx;>I^uvQBynfTw&NHp0wG_ANtO} zY$sg~fR~Fqi#v=1;9A8ojzOa@X!`3HPu}r>>f$3?&FgHS@U?v8BIPi|7aZ6Tee5L4 zO_;0a$Xa4N&%3ywvE6XR^YZ#r@615`aJiE3W?Kl)J@>I@mji6EUWX4wZ9y*XRK*Ri z)39AYV3Y0(HCR%bO%8gegSr2{8G63 zfZG+;7++U_Sr>ThRR7V~`7Fq2tdRSA`xKZYy|A_WrGfEN*KSR9N`Y?kroba?Cy3Py zQ#9V=2WKRy&%WpfL9W+T6I)-R-kj6c8$yENe7AY5u6zJI^1S-HC*2b|bLz+6TR1}K zm&K$UODFg;{a3cMBme?jMkY(|MZ%klnPC!@iLhT`>fI!;3;y>%t%zj!xq}jZ_-G24s3-D23rmJ|o)MJHm_+zTS!kT8rNBXnZFLF<;-E19 z+9M2%g(rU3*Y&wj!0T5$*HafN?8#O>YjijfnhQK`UeHa1`eT)Pezgg3{lFfX%oSvK zqp7^ptt1*uo(em3$A&`qzZvoT=OJL0(JbB|5e*k7cImDm;$(g=&g8j3hSjg++o~^- z!SCq$5{>?NsJ~&I*(0J;~4>_j5xxc4IFY_eBxo5(! z^ve=K>*E(^uD=PuyWsV|t>4JdpzF5j#Q8+{e%^aLvOX35rF{A}VN8QdY|6*l=yV8= zsYv)zN&{!_tz75D(_q8Yu@E1L6cCf!q}wQ&1YP{xiHQkR=r`%}zq2j{t}eQeQf|^9 zU_CsL8c2u7^?6UFSJFX%^|d6mKOH(XayD9O(ZDt?C{IK?m8hqc{%BYdG(=g9>qk>z zc_hd(NF)Wa-rZTFT1W$qVDeDmt90;_?qK-y(t%s$;bH_29X>rsF{$rN2Q%NZ&2B0* zC`iasTR4;od=m?!9N#2xSh?#;6K@I(uh^+T%Avt|+Y6(E|I2{QyPLvV9O;m%-ud?E zQ#$l3yf7{OnE`jI2Yo-;r^DHurfwp?Q^CW&x+`cY8NOb7af13Y75?LM-C@2X15TxG zQudtB0Q$u76AT+Vc*Z5Kb0XH)=eKlEolS@4RQ@hM;{3lkEB=t|WKdRadG$;s5kh*O zca%D%z@HfED^&&!_NWXkwiD+M4ICfQYDkCdsO7PUC+QG1krHuCkp@DKwh1ilNQEDy zMM>4CNia|qW5nA=1?~CELEfYkI6mcYT*EXSWR?|g4oqag-%%0C@nSk$YBqB?d6^FB z{Idai%^C2BbhcZ0V>&b`@EKFw(_rAIN7-U&3S@sVr%hMV;7QA@`SZj~(3~$R$2Cki z`=HXQ^?xj=4^>vnHe!K%MZrR-01KKYq?_t&nINV6U*8`J19XE9ZhCH=33_ce_c28n zaCby%U_y%piKF(W7B|>1M~j~J*5<$;6Rar#4!kkn+8*A|hCdOxUln^;z*WGu^?k(z z=gy0*-31Id@=)~69&QHk9t|azA7(+5nx;+J6*jO|7Tlxtvf)$`GzP+NGuAw!J`JLp=qfdUM$VEQo54y8l%)}*k9;dFSiRyfpXfC1)CWqZ2C zSRf|-KjF4A76j@YQxUw+g43p|$J9SDp_EIh_5ODT?A0X~u1v~=1G@xNDURvj*6O(C zxq2!LN_^U+dn*;Jjm+|DN7AA9!0R!-2s-Sv-53AqP9~_wGTbMRFktW}H81gYCXB_? zd|rprL0X(WkP(s&!M#b}o@vt{kd!61T`Ltvhi7eK4$@%%*M0Z-8t7nJ|CXFfW5AcW z)^|sZnV_uxdqz2g32?=OB;?72A`|6i+b0ajuD@aV)QAC_q6AD+C+V>LiQ!t_Lk#Hn zyy%^_!~~w5w7V+1*|2Q5zGyj}4Yk(WRnlkJ@Sx|O!+(ivuzi-{+*QefuwBAWcq^FD z`ER7HB9Z|wf*(8azh}Zooz0UY(`=CXx+#_i_!0xu>8Gs(ISii?nWgIAIvhL>fK|HL&X00g{UJNC)rSVKffZ5 z`0i)E!|B(=y$5~>*gTfzKO6Dp%t^s|PUa5&>_zw8JTY6kPxc8W4VZ34)IdgqM8Qr-A326?f#<(4pnd?%R(An4s5c`QTwE6Mpe! za4BZ7K#JBfAB!w-Z(K>XGiE`g#>Yag5+;OlM?Od*&bPnfow}pUfX*dK=3WOTtTQUR zB1Po=h(4c=%_1AF>)s05mdSx@>s|)^OXq;okYGjOcQ&~8Iz{nsWdl^dDAV7}0v%t~ z6@!LM_#Ceuo+8Bt%BO9&ch_>D%Y{*Y&ngQZaGN{Z)n`Ff%-TOsQnR4-?6D@%Y7ShS zQx`>|PWweh?*zuM;Fd*O$mnsRey7G?G;d&o(zv&BxmgzMC0n~sSY-q0!}SLFxoohI z+-y}dn+?%gMOHqt*+A=ZKI1mcfdS2r_cu+j;ePvIW@|VLjyQ^GUMKo*;Af-!&r&uB z-LtrqQ<(+&4)0@yzGTCG=ZR{1Z4US+_tgs3`jp`p3NY?yAk*dzWZ3u5#CcC}VN&9cS#W5vO%~LK3|ZRFazL}X zDs^2N2Lx6!Fgv9EM3o9Jz<#zIvJuj_Y>H;DCJ7~!hyGpnA5wYIN-HeigVD24Q+?36DLlxpk;WC z({7@^Wb2a#a>N>pENWbdx%wu6961UH>_58w3i-qV*P)u$XkxzPZgu51d}Kp_!uWjO zM;6#IdIg=ROgQ;_`le59->ccsFz_Nz zu!05r+Ue@DpNZe+oug~g7%=hb_5evP6YlX3Nb>xq!BMRb;R(EH@Ly9`QQ_4Lc&@rD zOu?4{NhrATp%4=Uj8DikYck<>+~o|tYYf;|@b7qXNhZh`==^cGl>y?_uJ5e~zo5HK zF>&<};a8*|KC8Qt4BOjZ@_#s&4*pxxGq$@ifPFQec8JY{`MK7&e6vhws9V}%_>l?y zdD3TlBbe~d>5BAVKLd^#a-X`x%K$mc?xVd>5WVQ06UMUGhlSiO`$BC*nexEa1Ct({qW=gv&3)<(=gj@aeAM`Kc3h zu#EJ0CuPlmza2EefwL@FD^q%_Xcrq|bgRRKp0c6x{>@jC1ZG^AqsjeXL95{nR(b;y zu0$SCpph7`e{pS)tPvfC-$ZzhNzy=6dNHB=G#z&HiEf*+XToHh{}E?GfA2;fub<9l z!FP54SBb7H7&;cR!77IdjlZ&rCigNx!s?q?fdd`xkITA-vuN;fgm-He;rAFPcdU)K zPXms~V04f@9S&8*{?EpR0SdoX-@NY1g!g=|F^$AMJ=%?~1uje|RCd!ab7H_lyz95h5&E?Ge{r{K(jncXElqeg15_U0&O(Ck=Htf>XFO%X!L8K} z+X&pt>JyD3;x~@^@W8%_0X&`wO;%Ew(B}$zikmW^?M2l1_y-y+Ig16BPi2B#^H$#N zgr6v5@d!F(68R~Z5iD#Z?!(&FpEgXmd3)=p9wN_H=?t;-GCGLf5YD_hN`s!nKFi0q z(;?{bzn1IU7_dj%-)o%41g`v)_c97BDBkyU^;c^abi9-)s(;J`#?fAlFJA~tn;HPWaBZDr^XgkNdUKnV7$J|4|>JKLnnp2f8IQpzX6!w2(Oq&I?^R(__H_vXf3i zw+z8oRgweR-?Bh?Py8OOFIiwDI4*R}I19X?X7X_b;g9xFX3WP39)G%^Ra49Yfgc9z ztO(p)UZo%&&4G^Pay_5vEV$ER^DIRw8?3h7z1&Y=!x}>id2$wf_Q>1I6-)S{AL{B^ zQEceg-(xGWmgpB(ftJA#2H5xiIA5X11eH^|#<89Zn9$ z?Mzo6d1Tg!$U55Mj2k7dE}+xs3@pJu|AE#kUg`ZHm1 z$@2N-RT;3{Wfc`YlnQSx3JSe+Q=llG_Bwxn2BEq^`5l9qkhAaeH@&Y6*fAS)r0WqA zgpX9&yAtte#WKH35WeO44WWQD1RpjxpB0(bA$;H0No?T!?&@Ac3s(k)>00030{}fkwI8|R8Ee%RUC1py3A_+Qyo|*~Pv87=yuZ!y%m4=mCXXYscmY7GKiP}wr{{@@9 z;ly(a@;X)KqN&Kv^@?k&Nyb)#m2Y<3A;aELVdeKP6r5BSCf}z~5!u1YJ>NnFSIekQ zp9~cibwQ>oV_&BuwY$863Tx3=!joy4>+p*d{E_j!#fPuRmN8 zB25L=;ltQn32{iN8kLX;9mFeTP;t8OB!fj|KCR5ocLzuK0^s_l*F* zZZQ>spBuTZc+e1j#ox+r4;|~grwzZv(vf{~O5+PJ9plX|+`>eibpI432h~#HR+_TR zj-QIH<)*(luZZ_TmjpUKXP_y1Mg2|&69Y#rqU*jhp=8`mD)`JqQR-`D=Z#EMviEix zs57v%JJQ)^t$g4Q;JhWT4m4>-E%2I+AKPIE!h}khkv3b9W0mF2%RrN_xWpcx66>t z+rorc;);eBB@9Ri-)?Ln-kYl#O3Nj9_CqrzBG8S3b6ZpKprP zu_(~-ubueYPw36`%9bJ>8tQk&+PR&kVS}+_-`4~xF7@Y>-YiXnW#1`BS{WHVdg~W1 zd`JRANVVG{Dgk-{6CS6_k|9xGY{}6|1H10^czFl~BlB*;oFpn#69gPspVJyQ*jlPFkUSlR5= zLc@05CN15^ba?#Ro`3ld9hAah0aXGm+NXn@=yaSID=NP(O@l~nXWj(C`{;t|V8zH( z6fgS_oE1rd4G)e5%+VmDtoxz;A#twbYP(zP82HgUe{9K5I!r9|yCkIP@Sm1Dr@o5@ zfr(d?>~ISFZ@(O_(k8=~=Rs{oMF2Ks+Go`%ussmQ4{ z?pf7Cfy64bUm5JJY0S^3W98>v z9&v3n9MjsBy!exfKQ9YN^Fb7(>7O6HPxPO{<_EbI?`e1&vw8gSAOkTzH+w~1GayU2f7OaR&z_FcH-5_Z+R(7YNujdJkwN(C zC(4T@>ENDVS250|S({?6)=dBmps>npx1>TKLat!<$ zUwpKW@aZDOq8ot^sMvPu$@oeuDikb2oy}r<1PP%j(Eu%wQq#!ICJ$CJq2f`U|0>e) z=iWi#FWM})huM^09cE#ZnVz9RFbizU7(@ECbVTb(?YP#>#Pic{oU~Rj;SptWoiCSx zJ$uXpQqFR_tX4`Ip!Wr z=xaXT6r{+2ct)f6MtM5^d&I8qYGdGS@Rkcr+$@w!=KM3}A$<3s+d&uJ4Af;DFHQ5# zfZ5msFXnSLw78!%na;5wBQ&7bDayk4mE9k$c+(N{b;aP5N5nab$%!RMv7jX*xcKdR z26{=UGR0$=;M%B7QXkBM@03JnP)8P=ws$0x(z0;x-KcweWhSh+e{`Mc%|J#(^JSH% zY`jyuKWsX~!mgXT2Pm$Ykd-r&d+wW!g5o&s;{rJ_dvd*?qAUkXH*hKH66m|b+v0P7 zHuyMB^lLd;FdK{-vUbeGx4Lat-f`Fn`FOT+cUuP3uaq};Yi40GyOeaYJ_`!=4Y5AY zvk(?Au<2k(77p)!sk(n#CM1N!N>8-0!4~));(vmLB`1zmey?ZZ(caFXZG0@SR?WnA zHnYL=((Au(M4c9-mvf6sWB@KVrDN!9j4Si-Udm?SMuv;dZq;-&nAo4r=3!z9OM*|= zhmP$Z_uFc{ro-s<-L6legbvnRja#^tj)P>mnn$DQs4si^GFpU%o}Jv2A1l)lA)G&< z{+@~4(GS~W1(@J+-{0xgOULeF6M3uUbZn{X6})?Z35j>TeXdJbkmgflJIk^WBPf+V zJ;g@Jr_??}!3@}w`A@t*$HuhISm_F)zVW}8x{3+0aJ}?Mf9oqImMdJL|c!FwAwm^A9}(y#Kr|(^A>k{6Q(_@#l1+&m1w9)nx*97q%-IrbD9k zLrFMsfBMlk>r;#jROVPsk`yu_5`XwT2t4!n{`>}FUt!(t55E%ol6qwrUSz_;*8;s4 zPGac@lHmWh=?)X?Fs2$}!@^757RNy)HVPtp*T<@{(LH*2x$y=z$c=OVTnU~0yJ+V8MC1#l^uWe4hw_%qC#J5 z($Ow7g#XuNP{+Ybke-e^W+I(g!)!QrzqJs{%S84Sy8)(67AB6_efV%E3j=alQ+|XV zD=Si6T2wM|xGkWIx`zKtFl;?1;f?n1s(}xW4x-i_;f`! z?BJH*9FdJzucyD8oXCQSk%+4#e2Q=G4M=M;aqH)BQpopo zoS&9<-p!K%tpwRS%d0Yw>Am{SJsaZxc6e2;dX|CwaI*M{muzV8KNm~6$b$dDs+-T( zq~mu=4Of#N1EXqvrPr^~Ah>%4U*ARs23pKce4b>2)Gp|v%t^)r-|A|caazxcc|Ln~UX*0uq=VET*B2VP zt}dCFAE)9dD>>j{I|Yr&{?R3W$soz^^L)up!{(cQjsvkYWR;%Hxkn=Us3DQ~On2-Z z6F--09skJBL}0$epf(r;U#Jn5hv|@Pv7;t>(y&k-HT0N|fy0T_QpG|{O#h1N%bOs+ z|KW(bR~iFa_gil*KBpt#+4J7EVjBL~#pl+Yrov;6Z@~LUDpZ_0#V&pzqpQ{_M#YGV zh8NZkrtOLO`9OP<7_q*yBFVAvI1T5Rm0adgRCK~k$d`|Ti@&P2K!lj9ol9&p&6Dvl zClb+n6A)Y=dp?Stgdj~Z#}n;jXx=Z(?Cu= zF#qg18DA3OZGv5sA+TenuB0^)jRmI4>mHKuTh?=JPZ?UIjZFcB=H-Lj-%>Af4*48Bsac(qWVNRo;lqSd=1Ez-cO zaNk$2LqT<3UajySB2R=Eksc5{$X5{mIc&s)<#5=yH`Pppg#0M&h-BhZ*%|h-5C(ih z8ypruM_BM&WINBf)wB1O^(UcWN8Diax>P)` zO=%sJqT+zSkXn@k74r7_g95o!{N3HAw6K`p{S ziCzJDk_6!+nf*c;aj+k`UYu4K1Kuu*3|DIu+9x*kCti<%(|k|OhAVN{?C(;s_Ix}p z&iM1~S0=%`e0AQT{UkIA-<8OBi^u9zwu$ckI3!AMEM2uf2A55)nLDJ$;N;5cmnui& z5fdq@=b@X3-Vh){?KA%a?|!CHhaN+UYQ@5gQB0Bz(d2uze1j zfe)KnFAcWPv1hWbP?t=@phAne6p^o*ZXS&PO5`Qe#E`9S#bgw2y{0$$g93H?4d#{V zG~A7_4Y-#;!&5#l?z9UunC=*ev@@qdWZg*UC^HQuI~~_9>?EU|x;_7!V-gbS-kix( zi4an{_-`sO8P%EsRo2yH9Q|(bxjcgmi?D^NgK1=>FKYdo_?e6iy`zT%^AllwPdoR# z0SQ!1`TNJ1vB+2JaBp&rf$C7yv!~xy&n)*h9NFATb)!QVjCGFj))Jg)`+iqD9 zJsx)tj?xZphy_J9cs^U}5^SVhSq#+(cv#e!ZpsM8mLI?5zGelZ%RYer@K7Ya{oZHs zyE-MiI&q7ig5`3dadD!dIGdtbGMg{CgIW8kDKe}lQH-FU76`bGOQe5 z%<$eN>T`>t`>rDa3peSKH|67@|LwHni5CRVYz6O%L?+|EXJz)0K54k{RG?WRp8{=8 z#pg_SBJWj123{n1P?2-SUBh#^Yf%#f)TBq`~CNAKT!MEuJ(2E#Qy&l&t0-{ zL&v7wKfbQ^hIaY4D9;!_+z4eR`akr;*GCU@L#F(o@X6?DQ>72`A0{rA*PO=>x*2EP zumfyJH~8vwjL|jX>~Voh1MXes!hti+7-GCkla%$wQ8zE^h$ezEo=C2=AS6xKj zM?dU7)99A!=>we^pMOe+JfU;DO`*lx6&9}3nh8`#1YUeEZkR*duW9*e%NvZpG1~vh z3y0(BzGbfkX_2V5%keh36^S-mO?sGK1dP+Bnt!^4VuaptBa{||+kX!lT-_UlUFVGg zjpCy4@Y*vk;f@%D`J5bLO~qoP%r}Rnm2r5{)H|x99fyA_j$9Yjk3s2HN=fkBC5Ie*tBr5-a{xB85YI4sUxwFpFbTOGZ~A8sGU9_bhS6^w0*BgG@57b zdp{`)!>iMtqUz@Zp>TQJeUD$*b*7m3Kg z>Cy$)FgQGDwD!{sgbq)c@}ccMpiceM&kA$L5+Awv-6D3-{*&;=daE0bPXBl0nz#?> z#{xfv|L{Rm|Dk6S6hAboO;}g2@WuA@erHDK1)S4cs$-Pp2ECtSNt;USQ9qF1mnmfg z>W}rt{-@1Qy(idPdBGKqcCiZq_by;h!0g?^Ss#d>c=A;w%ny=v!;Smj`#?5jy@-*P zH+T$lh6Ep<$BQcN?P{aWh!hf*|Gnsr6F*uja-moWMG z>-_=CNNC`+tzcXzbW{T*4#x&TvhlmxF4u6Vw<(m=K8`}nABmmfMp3BK4w0$*5{Z=- zb;4ZLp^#{~f5!ey5JXZQoGLHzfkN6*4NtZ^f}cL?`KaOv57#4eT-82EIox1)PTUv! zlsc`#mil9q&$Kmq(g(h@jl%|iE`T=P-@V?{844@f47nW5@y_sf8K0>*7Gy8|Y&0g}qHKt$qjGkr^W{oL29O zjG+^bN^fi-8F^g#apxH<1gNyjmU&=@H2K8=;Q-unWsOE(4Z-sHeU}6%;oyqk)t@p8 zhgxUmpi4$5K2iTrVyA*Zm!HupZw~;O`*FNIw=WFb-!JrT55=}Z%7q^uFn##Ny=T-o3@PzRw*88Mxh!+JP-Zl4^Xtnb1QP4>yf|nw7YM3~h3m~D z5%9UPB6x{x3_7ztn~&MW;umw*mGiB!xOZD+*7IU44t-WT`X=@gc(wnpo zCQ^eylI3+h8SI0RM;U9>J$SW8ix}6i41>cWl19rSw zSZor%WrPXmj@zw1!4W6U1_kNM4NKfP-mZd9r57wY(O>@EG~2eCW0Za85Ghm{ZQ}Y} z>ClIF0lnK(Q6EpjF_XT`fzN6yxl zpR2!232~gxIpjKa8bQi`ImaNu5fzFL-_N+SSV z(Uvk2bzmDun!W8Lub?5P^sKu`k-Qc*I$A`~)7)_3jhKOkj5ip+iwjh`{jg-$-{$|g z0`YQBCW|2vfaw)1##d<{e7&`=%Zb|)YFRpo_9afpk>i$BRd#_!O(5?}Q*V@*^}Lr| z9)Krz-+ecK9)PVO!Z#gW1%Sf4DV%4o4_ZE~{=2Hi1DYv4X{DTW))C~8isIT_Z47so z7W}tSo%8h5zM1q6x~+8c0Zw$X-@0~R1#F({Dda9Vf?|Px&Jx|As;oxrT898Kt#xYW3<4BR&5?m^{(~1N!xTe z$?sh9yYFjqvI3JH?qM21qc?6=c-{%!RvrhxM!Uh7<&y68?HoQ%d904naYN@(!|5Xn z4k*@iyfGVSfN0GTgme9BP~k00Fdf&&V%*fTfvK~2$#TnT5c9^Q%IWyK2mFxOE5^U+ zp+D-@zTmY{@Po^NHyS(ny;1Bmy7kAPJM4ak-?%2|1cmQKzG+vraPGF{?#E;;d@g)_ zQ~Bmu-0GT_IlaXX8;0|>N85tHf1Gc5y<{lThTa;F(}FQ2)MOj77>Kn)xq4puz95Y^ zG}M>5LuY(Vsh@=dRE#2^_*D}FSNG4JHgC!#gNtZ`5`>Y|r&)ahFtqpDsUsUwzv_)X}$$iU+ z`AWN1&#XR76{b#HN94xzI6~W>@QGPDbExbz(GAl`Fh=i;t871p*&HQBVdGB>`UF+I2du6+> zku+5*4J#BmN|T0=QA9{83Plq7`RhF2^L*!g=bZ2T-tRpnvP;Rlw-vE~FciAn)np1@E1KcA<~;_=r95i{8j7wm1%*h)EH_*fz| zxRKP(aQJ~zMq~=HHW1EFb$3RHhd@Ea*SA)6LD1jVSN$#~01Rhaj}&a7LT8fj+b%&T z$P*;*myD4D&MOWB!A3SXnl8b4CfE?`E%j}0%j!XHIp^#w!xk3t3t2LS1am519^W}h z0=Y*IlKDFvU|h#tAiv)j@;<6H7Vi;7qUzHAp*U;2-2QM|(=-X06!Sus0BdaZ{c`V6 z(KeVYPLATLJ_JP0g)44F`amB#wC>jxB{)AF=@>DsjxY2-2KV>bqc_puy^*#D1|-e+ zm$Ufe8>JW5-6Cjs_fW$S%ZNL2on7WRKq8{eUmb4C4Qp0x*O;*#1;c~9SP7jz*gRvu z$PpNXIich0%rwIAZ0*-lCGIFR>C}A?5EY6e!`-d#TK#dvO3|K6o`#L8j*^O7DX49> z*_cC!f_|Poo@$S%C|{df&-m+)&tC0wp`Hms+PTyRRw-fFDaLh|c9M=M`_DG~W4a@c zC-~~h(As}HBkGY7X0`SWXB_?yB3sDa-+tKw@phJWt%f7mU!-ns zO|%0euJOrsB;8SIEg#+9%hV4P6g;)BJ>{egTHdnu zbILZyGEZ0UWzOSRN7@=QId6*Vw^Rpubh_aKhr0{Sg`RjI{p0O?j@2$|ux6kqP5<0GD6#mJ(ydt%{@(q{VLq5o#S#0b#w zMAks?EAe1F!rO8Cy+RmXos(6udl-dNgt}2+#^Sy0`FnC5B2jNIcf}$t7;j{roEf;} zi?t1(p0ihaV4ua}=Lb$i)R|nzd~86%6)XF_Q;*&8h=4usm6u-V^dh?3@V!62XHHJ! zHUyxo`MH6cN8FG%=Jf54Hh>WdmPEG_HR$Oee4L6ih4B)ec>!-jh#xl1Wz*n64Y!l3 z`!85w(nRDJ{X7!#TV1c1T6DnHPoeiynuNf0K3hA?*$!4d3u*oPK!Q8pHr2m>Pl8QF z*?dpPj*y4iR*kLtz`5`vI5a~aCl3a!ZjvYBGbv`0oB|O=h5S9(9d{xn?<>dbtT_}d z)wJ?ixB%87;kj?nhu*FecU0&&6J1| zyY05suh&MF>V?uT<^jV`dYHKZ@7fdU#HKc@pF-9c8}-Sy*wGnjP-Djvu* z2lEWsTl^EeaM+sfXI-{6@>*6eY;+aHecQP@+%wF8w?IcDQ|n{~OAyXhxL1%jcwq@sy|Xvn1hsEoQe>9z8GINz8|LG`*epiW^ zNHl{N29yAnArClWCuYsJ-4`y7ia%i`)4}Ssp8f8Neo)4yrpcB_gS&YttclVj7}PuX z*xuF*w9PA(Ny4f~OsQw@c$Jp-x_@WL8TR#5!8?6F(7Ebm<=&EQPcw=S(a-{cL4R?6J3za$pt`L849q%P5uBU_8k*KT# z8|aV|BVd|B@`3rzJ5>Ek?l6&2l;vA#0j($PivUYNw7*~Ha^T3W>4QEq67bG>N67UG zdr&hGzOcKQ4947t|LjVpK&hgOpLMz9mC>juqoMhgjP5{tOr?6LBuB+K>+GS+I#d-XZe@Yz)fwTbK?)OYoGwOOzZtbv?+z5+Bu2j^7(5fOYwwklNiOXeIvnJJIR^yAOLk+DfH?pK{Vg z4LvXL^`8u^+dzVVk|w7Up=wAds?>SJv#dyFCeO`*E6b%+4gl!EZXpmW8y)Qf11GbE1 z<;wZGLJ#YE-?t6Nf&RQVo-aflgSf~ntvXiNPueGDBBKK%4nZRO?+~G};{MGJR}bin z5ntXp?Fm^eCzkU_9v~)M!en^30_W>Y&=NES&SApe8n2^hn{rsh>yj&amR7z^>$67f zNU`tY7Q0YXUs|^ zG`Ze(R$h&ce2KG}9ooUT?(r9j=wTWzSzKP7e&K{q?ln`~o9&S~(eyi;#SB{@im|J$OFcjM&=f5DVaf-1NYDBGZ+pR| zW!`Lo-DDtA?mS-aVhg47UB0VlJb-Wi4pKo?Ane#9s8G=u0wm|>BjT^ZA$GdTRcLpI~?!bU@|@_ERcM!Tfd|Z*zhSUKdvg`rK=T?O}HxO0Pc#C6|1ro#jcuahBjzIOqW% zLpf+Mf2mNfl=d~y%L~5o&h3t^Aw#iA-pJDr_Q0d=CLeQ&LCLe}-; z@aGm4k8m74voVp368e5enj(yl#YR3RP=7+psKY3}WQhP*lhlL+WsX6sk9MAUr3}1i zKI7AsO2FNQt$Us}+8|%Yz%<`QGBz%>y*?^JLi309{+BdlQ8_KEpwrg~8f8zLn6LfM z+F$R{_b~0DCh6zx{k}Hv?257mAHNag4cT8yrOBc8KaCe0=41ePF8e1u|}^^DdXEH^RKfKgBhoq>w&e$9{@`Kg4hP-Sj5^x0W8~#-X8kLv-KW zWnA@|h+Fb5$0VgvQLv|uyW?sg@?SA4&b}6ie;z~~lUwz~xoCkavYIxiF`{Ed{cMQV zrL`CD-`BxStFCP}FLbcxr0p=TlMM=(o){{dB;uVpAKPkaFMOFe`mgVwKgwDMmCbz( zM7NFGD*;s)2VV(YFyH-q>$R^BQf4x`p($!-O3!i`a*$IC-}(B^XT zf$nm5wE>lPOo(T#2 z9_Q@P$Rwg~gQ&@AD+;P^H5+ca?u(7HtMxj%!KfVRL=aVtK;Jo2$BBp-Jebu@o03UD za?X|sNyk_;PrLDYc_ISK_VNdt@JC>C{YPcjzacnyXS$Hy6pBVX?9>&u2xNLX?=!N9 z!il2Yo6U$PaCB^}ueT%~e{Q*HBBh&z55~OiZ4*tzM<-l)V`XBITYWb8$L?sPYHL@p zcSqop5sB3j-UyU)yVA3-Hv&s%gs!wtL}P5X@`GE7vADur-95f80c&O?m_3zA=sNb& zP=z%C3H4%+FNU1J7wQlHBkzyKnV=t1^p6p!plip{Op8Lba)a@jpV64!z%C)n8i%)Z zbK>52B;a|LV&(k0BqZckb?&;Ggv&57@<}WXjeqvmb=j|-&luZpKncZ&S@yc_wK=%g zK-49#JrJF1;%^VqgE5G8^TO9NVaRx9y4?CK67NkFsSzV%F;V-?a^0~Qyc)jMf%-cb zjmjxXPK&}i)3=Bj%N7_t3= z#Ohg1e3B5Qbp4MlHauzAxVwggPc@hJ?p~td6V=n7mE?$PI&87J(?TC(bkF|KGt@^) zug?K*VSUU{IS^}9YlVHvDfiEXlknwJM{$yfFHYXnq#x)C#Gz~f>6<2g$ja{&s_5;3 z4M&{n_UU-weE*FoM-dMcvdM9hEceDs-EPtRYjgUmm}W)o&p~+QOM=bQ#xTq%3#~0&w@%xi-ycU);eK?8ZM!!;-EnnO%$kq<>F4EBGM@ZIfnb z+vh^@#YOIj(X1%^m0>FO@XQI+8f-fChAR@k&IV^@Qvy-WO8l3Qx(`y{bgdXTd05uLDB$Tqye3D}3fqgsA`!K0g6xx$q)fN(fgM)G@LCg@mxVw0d8;LsIGQcaNqHT9(KbSOoIZJKS#-ft>p;7&iz;UQLzW$$ZlrwPpD&Be~L4gg$!|vq{ zWZ--+#Sz+W2hDeuPBWDN;`gt#on0|O>+0b3M$TkZnPBr4b|a(tsXE`YCj{UXy@Aw! zjtKS{9Hl4Uy2Jj3tFjG)Yj*Gg#krmcCT+o%;9~$gl-GY<>DR{*x{G3TuM3j=Cbm?j z`JnWxhPev~KA4yDvVJ(p5#zhBGsZ58f}UbJH{ZqMFk|a_^YZEAP=1ezUobQnJ5KI(yGY0T$@eRP!T>vSBI_t*?Qp8jb|SM73uia zY$B$QkA{4l!^5fVj;NgBS~|1U1nu2kidmjLgmn~h*=v1$EPXc-T;c49-Ai{Id^kL? zHE;jLC006$Ry|u}H3`EheXw|NIRYcnJ5*+$(NSo9+lq>dJGNWDmU{y(`0iSS!pZNp zIJ&d_=3P-oEU@`bC|jkVdg!IgJ~95tI~)IJ`%*AEE9)w%#zf))X@z4tenI$loSWv7 z?v9c zg1?tBWLe4VXXjDC9{m=nrx$FH)6p))&`uPcp9G0&lqT+QZx|rUuvRAcL+6dh zuW|}#u!*cMo-gkO3i+EzNvf_e@+3z->#_+ro_h3I=)E}*x>)&k8PlOFbUVQ=EgHz7 zD@2EsSP)^;h;t&G05xf8C-cp*(0wPd^n-;zlysGcZVFR^&{ZwCFGB2ebfy&x!vRsv-`u@A#Y2^-vMB9ce4Lwq%W9wR!^HIc!1LJ3SHK7wxIfzy?xn8 z6xPSSD4xu*$2w`__hYKMc<-KipVlb@5ae=dc-^WES_82hJKq~X$vwkj`|UbFH~skf z!+jYP{SgZT?RHq!(af9(vqS33mX~~1+IY2^b?eA3eN4Vx)8ATt3`aH=TUakz;GA@V zeb!$$)cG!~dSWmDi5;8l=K_QA<+7h~h@&_5h3#J0rRk1+uLF$p3Mkl6b@n4EhJs#x z8Lw6CY1n*GXv6!|5G-H6ed@YsG+HYwwoO_Dq4HhqO?^kjac6;2?KNGsftY0~v^GcE zbpA3kTMPWvSjvxONr*7It z#~)qKuM14A{ZlU@UK|<=$Epb)hpP&)sQhYs#-=afsBnqpvPx+f_RlrkJNY^SV~pPs zPK`xjeOF@V@2zpDnBZMcSWG}u(|ifKcQU$gYU=5QBw*-n$JqGo2`DIUM%Xx-fX4E# zD=5T7^k-&T|vyy3;Ci^8q&N&rR%eg}fq>?d|HI#fSE*TZHOTFgaB_kWj zL3hw36}wxuJO2nv$6>)S@=M(eoKIXi_>m(Gy9xy@7C$7T;!&TGsgX6m_%^Gsv1FWN zGmZXimx`L>J&fXxG`#M%b@^9$3jWuW<8)g%30KbY|Ed*9LThzt1DTj46p6O9zR6h2 zYfkTYA}JLGD?e@sVoOE)(|h_oP9&k8%hD-CD)*$%L;?W6yvZaS)R z5@YU^oDQ)`MZfnhwg=bp&Ca9M=fbz z^z*Zqxm0s-*!KB)22u%N<`-={9MdPw_?f zrDkEpZ2{=(A#%h;DF}&gwB8i;t?5W3?n6g--7u%N%PdaC1(|ANGuaxhXuJ99lqnwt zsmEufLejjj7+%%vJZ*%kHsW%PF9lFrbtYNj!Fn)yaW~-8wbhpLXS9oj8}(7hcbQW& z+X824N{?(^EkL@^F|;Vs8Mp)G8-CZW@z&MJY|U-1P&zOyWm0GXU#DGpz=9$-~QmHh!cC6%UGK(*quROFn_cs-;^l%S4zjcF%nej6`djR@x$p_3na|6v| zjV`ml{NY%{=e8y_I-J|$$I^V14)W#Fxqm!q(7yci`|n%MAUf6F+i1EAtWyZWR(JH! zaLZrkfMP4~JfpdCg6RfjhWG#MF`|H;!@sDw^#!nGo?ghaPzZvId>QWoo*Suz7eU#vWzyUl>Gr+3HodKvJcb>wdEM+S_2 zAC-|DV?eo&-Rz^_JlMD42P?l{9;kh9Jni`;6Bt$_!477b@F60jEtQ!EVq|6zM@9jZ z5iC4SUlhVLMi-kYm4L=o#bkr5BCtO9Fe`JC32~tg!Rqz-u!(NhCezMj|ZD>;5Y(?I0#*7}I03=pJPpGzIh zgG*XM$DaNufQJFBU8)=W zi(uPt3$pvW0{CHB+Ne=@5JAwzO}8=E#0jy6kP<`80lx$)4z`+z^}6QuGzL7Mak=B?#DHsZ z?}iq3FacL&lgkzhp+Pv(;FMGm$c>~orSvc$o4aq4Cnq1qUGtk#GcsYcGsEp*P$r18 znDq2$F@Q2d6%t)u!`-fdki|#Eu%c@JY133Om^?S#nR%WG{{sL3|Nj)1cRZEv8^6!`c4PCy@Rk^OdeqfToQT8vgA{Ket#Sf`3V=>_FG$S&|#@YP7qYpzlxc8s;Z3PAo8wxwsvd;-nRkKt6$wfXw zqGLSEvia!Cb@-Xk#KZF=%$;?AxiHMoGg@cGg=@ji!nAlUJ{QF8dGd*eXW{Ci|1x<{ zo!I1*Mdsl_rPpwM01wf>Y;>+&;-JOi!R&#H96X5AbF28 zX;TyrE7c8)uSN4vHZ+$%hsnbmfe|J89tRffS{))i;tcu=!R6g?Zu!|+#~>&Iev2z%E&G?&H0 zIx;n~nV4seF!fF&v5rNrRPSfzaiBAE{KXbO9=cC$Qm``SEO@DJUDKX%A0qRhcU*=_4zA#$jFkjYI)3uQpS~@-vR+R z-@4yj;Rvv2IRCB*R{-Ju(zzhUwfr0{-3tVGFn?&@gJ}W$Sd+`#`2vizXE*LO6{0|6 zVEp1YA(jk>h%U-Z#$!(K5~ou_ycl_7(YJwzD3NC(?JN%BzdSF_Atzxhcer=M?F49v zo>gjaPrwQh*NDbZHk3Bh_Z@uChva6zxOOuEaxHBVYD$H$e%V-{eIW()3?F$v$24Tq z*q1yjQy{wNtEg6H3Je^!jw{O~LnKeJokQf!do81{-xPV!{a3e#PORU-BgwR9qX5b) zRxFc@;3Hg}7t)u(gWsO*jaA$EuuJyX;?TlHKyGER4YB{P^LDd@p2T|3u~gf331Hx3 zvBitY$5o!lp*u_ts5g^^lIa{=eQoBvZ$Ag5)qgjyF-b(W`qRRxSv*86PnYIc2%y$- zGBavMfc?wm@9Qi`!MOTGF10olrgP+0hDN8N`Jcsve^WB(m`xf?|2DdO{G1BR zBB>2-PKI4=i(YnA3aX`hO>_1VI&$I*u6ZP3?!M@aZC*^Q2oZXjbTQHQ_D0?5J4~E@ zk$&V$Asbd1b6xZd1-QTRg4)Oo5g$$L)ougH*gk3F5JvEP*!A5X{s}R5rSNswHUT~~ z(f;0h!$W2}nb&lS52w4YBqd%5U|gM$ltaX~((M&p@o_?IF_GD`wmuo0P3M#Y&Lrc} zy58(Sdm&DAo$3i%BY?PXpTxXeK5j>@jEOAdgDg3HW9SeMcXDL)%Fc7})1^0>nV1AG z(Gy1;F2|xY^w&h#z?D$hPE&b1|bXdxczB3 zRejb{p(q8W)+HW#!^D1{bdt1;Nq>LS_mIY#e{8b@9=)U|$<~UlJ6<#{UGJNW^Wq=#qO}HbOcpmS3*p;)>dhLzU7* zoZ4F)cQNPU2yM%_mm(MAPZb+7LbzZ(&;2>!OVkVRx|m7gTz!_j%3dQS1m&vrnT@e2 zpzK)Z>>!eg$1y33H-{tx_Axs92l;SGTlw@Hp$GH3Y4f*nFym9dW~mGZ7d};<_pE25 zj9Y#Fng<8VbM~fDt9j^g8~fmSl8>CpqyRueam<{ynFXq=_g*q z?2`t64p{Nvo*iYGpA!d77Zs^&+a&a=?|rAj?)3)b8sacxo{D+HE zk)D6V{RQ~#^kkE)m=FfL3*Yaq<|EpYm$z||0O32~Y_(kg>WFQ|#pOa+?v1LH+QNr# zwfldr>3pPdt>2h;@sJ&;^u}!!7mr##Mffh|!u-h8=$1|nHh$E((`L-UX({sTbLw2E zcYgN_Dd1zNaf-Kvb~5_%=SB?5CPPNnNX~Uyh!rwDSrWwg9ZV=}`My?wo6Jjgs*71bDykVCQBK{$UawA0F|c7+T+*oW+IKz`!G&G!ASE zw(i>1mxQ_o?b&vOkN9v=aIV#f3tJ`I2?sGgo&+2@-#S}>+x_n)B=b|?^ELI?pSPFr zUUGr{-{YAGn$z^hS1k+Hb3SKgKS)DP;qeI+rod;Q%SMbJ8W(^Cc7Sf$hn8rcB2vzIxIJ%at&1QI;hwixyjKZW^F_0`PRPM`T9*vyg_B4~TCwIboi4xbZFDOvKcbyd2(gC-xRf39gW zChAAk1o?H4N;0y!udW%}3Gra?-GMWNue|uA>#fcgLO;IyiEys~?)+PN8#eP`7Ce&w z|9tkGsrBtAo<+ysnX=7!&}Q!Qb0_lgW7gihn>z^~=%q66+b$jgqpjad?d2lE#QoXf zJzRv>1eWi$;K2aLTn?%Wa6Ya;rfaqkuM@Tx&3jMemz?`OsTv|*#tsjBFBHIaOJ{L! zwh%g&J>R>o3b9oXJHI@KxQ7$Y);8t}F!k6gZs8rGe$OvriW9ztonMl%?G3U2$}b`v zWd&Hh{QjB;t~|(>HJ#vI;vwMh`%a}H9`1T=-r7XW`{Rb-mhnU$c2su8-Fr*;K=-*{ zPwDfKK1!DgjN+p%zvf2h3qAtmsDJ+w;}69bDL``hRmSWfD|XKT|y~ zf{Te?Ovy6h*?z{GW=6bs;PGmMR1z0wdPWWPgSn6kvGBZhmW#K`*)pGfh;!WK`JwSB zQQsE0idJ~@P@uTPFP0#C!<~Tvg5(GK1EIw4%_${26_4>SW6w{hAUJT_{;Jh!F1U}U zJ+7VMLU*lMqc!0hrF4c$B?!MgefYF*#yK9uJ=gT)!r%8lxV1M($VHO9 ze$sd@2Tl3&40aR#)0uL`)+Z$iVSNWz*%H3iNWWm`+*%GAHyI{mH*i2cxbxV_W)4y_ z2A?Oja-ce*w{LwL2k!5(n+`nVpey+E=MC)~OerSJ|4^TV0Ha4Ql^T;^d)>^%@$5*hiZN)361{*dMI^|c*l}Q4tJ2ZZnxX+8$hkY(z$cESr*6?c|HWn2yUi_>f+ks zaewZ*bcyzOL@*Aod_+*Dd}yUXV?4x{o8J#$C&F@Q>cRGf9E2x7Y#b)~wq!~jTeBzu z{T`Q!UDD&A`#az{qn3&63OUc(IwmwU(rdX-;xL|iN4S%?Uz3*2Yu@2P^hH^6ldoF& zX#7_*#A+6x@vmGslQ{1r@A8O7q8{D)$BWWh#fG&?{+RpIBwXLSlkQcJgmoTKGoQ=Z zAW2Lf-FP$!^CAT8S{iY%Ou3l%qdNw#Y5yrv^y5GozZjdE7zb8upQ3hVJa#`haEr7vt6H1|pA)|ozpi4y>`|6e!xRhmuF>o+>JvWXV+d`G@O?{fpSifK zB^3e9E2X*8nXu3rz3t(937VQ+=O;OQNF3if>#Z3BB0g=Jo5^Rv-ape(ntT9N{9K*B z)U)VvUZ^w4ArquOP@KUpz>&t`e~sMK2e>qCU5vi{;|Nb z#)kthIiJ)GV)5Yn-g;Hg&w~1ouSS3KnBXg>-CuP#0skhH23M`%pug8pYvL*w5&@ZZ z^iVFAD1>JjkcoH?`&rqY#D-td&UwnQ3Fzq0%^!(lqu?&f_E7)_iWxb}*2X2^>6BYY zY62UBOI1`d-MH{IyCK@Wnva{AlfT!g5&g)m=|kEcM7|0AyZ?r8V69oPT!+WT)XHq# zR$c%^{g-x z94w6t+o<8qCi;l^J#Qn}@Kw4Il9tcLsWQEv318S)dS26Ps{sdgx+~0bB00!y-_bQQ zz(#D7Mxcfc2O~ue#S+_+AbLcnvO1T@$IKD2hrg4s)OW=0unHUbjccy`Bz%RBt6xvU zb|SADz8MDCv9aW+_>qXGiBg&CekH=CN>kHnED=@54+hAMC&GgC*Nvu~05#{#=MUE<;J3go zCvR;6Vns@pZ6I{EnO18?3?+in`(X5u8yoMHmfO|4u<^ZL*@f;*KuX=m9?H~ z1pg^(v|c7?yf}SN?K@(g%(ing?-ODCQrT(W$3!Hn$&N-6IyBJ$%C`M%unj+{9Q9-) ztbYEv!F6c_Y&GiR^w~i!W$%;YY9?3*FYRvs4&`HF@-|c6Qx5Q$_h}xWK z^BAa>M)f_R$6)yy@kjS$S`U{QTP=Dvgd`p z+DWl^9eMMiq#lvi6mJVP(xJ-xlniDr1Rxsf*-eSVfq(gfRWsP$d9g?~BA5^Z;QSfiK zhD1LVR<6{vj|BgoH$KocKm~V8>bH&RO!yrrYj@XRVog(WVZ0_2S&75vYt}L`U0g(o z&7)(-z0w_3`2>H|Ys~pZ#fgGvZSzN|SX~(R{RzQVm#V$93+Y6@*PZ9DXF~JKw)9Sd zjj)6uD=_DXn{SpR4VS`$TVkm=_x-?V#TXTO`3sLSj?qw}!2J5PhlUNyH0zYD=}1>pZw=L> z;G4TzuW=LwH=bn4e6OM4aavECs}C8gE=zy0U3mejow_M`8!uq!U@o)w4jDnUU#{vZ zQlYI`apFxG85fPse;+L+!^!cWv6>7Oi`(2}RmLdbFDsPf-Y4{Oe7K)nDG;ma7}`vV z#P`Q$v5!5&U~a>8D)k`Yvb<4$vn2)ZOdJ06r_fM5cP#htWE3iOYlEA=(P2B$DO)W^ zhs5gp#m7(4@Xgri+}J-VGBoC&(5<0j3Nm; z<#6a;I*>EJEF3ITf#vGYRHUXaR_Xac#gX*n4#poUmN#$~sx{Iv{QB>P4e~V1{M)U2 zVoLE}n(ln03WR~@t`}U_ zKuj4QSyW&Uh`HKt8V}6(M?dM=?}6Y`xTy1~;hZ%Ivc_q%t`PgccWH4Ty$?fRPTEy% ze`3GFwjMq@6N=lmYKlH7p`e8FgHp^wVZ*L|8#GM9!LD7={?|wd`b{2o8x6wmA04*a z9$bLe$CjG+_Eb1noiPruq9V8DNZ`AzR9t#)c=-aTSoLk`f*a%uXkg^GT&G+>W|?!e z4E+LP$6U8iqA%d77*}gC>jM0&*E*Y6Q?Y%oe(3Is@TH-VPHj)Nu|C=`ysWdER z4HP-hXrS;@lvh<#uv}FwA@ng(2O}<12Z=f;&bzg>Qi6;F2h5j?)l-l$Hkn@8K*66i z2CkJ&6r7dqkhqgXgR69`+A33v2U~%u-Nkn4%nGgdn-AK6W&vJacmxS)f z7^m0(68JU4{wr7{OiA-T*{2ZkZ=-8OUK0$N;=W}vxg_|gyKBVflVCELyIre*ggYrd z=P%wSfvfS*cV00Gr_ZFD*p-lQSm7B-tBeHKE6qnrO@h&tVVio*l!!CMdt+3yV32Li zhsgIy2sk?4w&YPHWI}r9Z?B4k)=fY6tjCe~Z9ce5_X!DIEEBVgIugon>FdmEBq6uX z)*{X>7_!mfajp)*pz!p6R1>VzKgtMeCgJtfZWYn`NE~=Q$xB0>7^<3P}9B3|Tg%+YcoK{2SB>26HiAM)G(F0-Se>WYup zeN!slMoN}G(;|GwmH&P+l!<#@_<+BtorYrz?N$%f(J-E&CiCeJ1ucvNUs;nB3|l4~ z@+c+lnYW@v0#gR2Nt4_7cW7YV4N%N4qG8P;HMs=@y*+l6U%E|$S8U~yy#$|F1oxX0 zJRPfdGmhZ3wl}+MiT4iwoE#n7%s^_Mz*dLQdnVb(@hAG6l}D$eWX&1S-?LR+Inet9yEM;!Fw7uT7JqZ9iTyT zT=K`GK^k}wPplJ%Xz-1#pXwNgXPlxD?Q}@HVIm5$)}sctf+)1y zc{zC2FbbtJ^bmvRbmR_gKl#Wa8bW80>C2B8__vedBBU}9M<)APeuzPXT-dRm>KKUS z#27iWYcM(ZqGzuJ4V5 z^VO4s4+-vx(6WtojKjNTTZ=1Bap*na*|;b^2499gaP1Rf@R)q8EG97qT31$EO3Y#) zn>mr~Bg#NZvb1#rHwG`-FLQ1jh{I30B^DnK$6;QR$oUmMafp$UsZF~UgN&micE^ii zaOa<6!(Dv_T6RC)|7$w~*CmTg-a9kkkXM+p(TC_yk35xL+sxvb-9voQ#z=6Nonm?bUb&9v3j~F z8k=^tPkXP7#>Vol6W4X3F`RK;X_ZMdTKKPb^-u^O9RGRY?^rrE>&Bl~noq%Xw{u-) zvJ~7c?OA(7o`NFd%A>A}D5%d(({&_#Z_BX_c6`G3YOr6kTM54#A7JDtPWW8r<;@Ld zSLx_b37yxgLc!$NOX*L`D7f={?uuen3ho_~CaqXbLG!Ue#lq`!lu@4rxe!b=Y^$if zMu)C*tfHx3H1b_c>K(J`@I6-%ZAs|8O3&{}C;ary;^CTB;{QGBWM6dv zJ&N!tm!!V)0R0cmFHV zSS+YiIW`*1KtDB5IWd%hh1+7~>hDFNGbmdA8_~zOj`Ww^N% z7})=6k%%NQ53%%xo9bnv(N-*7Zb+OPrLQXvwRQkL?2zrXJ1&b#-#^Uk~T z=HBU^QMmHd)I{u6r8W6B9f{0+K?nYDY7_oKJ7w0fE~v)Scw+|xNiEe`cjzy1*Z1` zN-heJw;ToGulHi#sv+u`S9>A#y<*!6vYu^n^X5;Izi`c(x8Zt;Fdq2lQKplK)Mp!F zHMJ7aAn~?Zc1a?V7uT>yas;@1Y`)+J;n}O(DxH-r!0Q>m`eIcQaqh*6CAZ!up_#(| z!R$`LHNR!r`+Jh0oSFHqsy7K|eY55deMo}ifxowBY9zwgu5HVFIx{LA!Fa3?wFw@ zbQivvbA<4&ezN)UJ)+Ctcv^aNi2(H$`P8*WiP-tly?>8!BGjS}IJ_E90)=L0xAJ!q z+<*9nzW9@b&XzEp4%0+P#ccW3Zk~uh^|3KZ>dA(<%`=6#@iIexud)y}4Q7u^b%l84U}Ju0 zI2OO_!`Fn(io;>?H{zRedB~X~?-FhhhjT5d*ED7YoQA9fu{V(kS0W)xqPxL zU5IC8&)l*paR_o-+cDV3gVcYu*O>!6Y#VtLcJ(_0v@L}JNQ09a^)Q9_cPIR2Ged|r=}(&?iB(v?LiHN4uciiF2_x$> zm`Sn}7WsVStnw0)S7rJ644)QXQm2-a4rir+a?r(eQ<#@O+fULYT6u<5QkURMWe5igwTG`AlJTMhyx)) zx%DYRNDe>soPJ1%+a;;;bJK)y?6s zTAI5v_~`TaQ`XGl!{o-iigg@5dabSFF7t>Vcx;Y(EFZ&4Ut=!CG0{Ae9wZshgr}Fh zxo#p8A47Ie`>>CX#*N?1_a*aDo!&WEAR$0_!|j&T83K5W8Qjj26yQ;HQlCQ_A3LoT z9ZzTQaXq6ZPc4gyN9S9e6OJ-baq-ZR=Hq;%^={q2DwmG{`HAD5vI4B)ee+!)CxGY5 zHgm^$0z5o3Ae$mDK$c-?1-*n1F}+UXc5~XuDq|vV`;^j8mzWs&d!T7m1<~i; zviZj=`LK*!aQfGEqH9Cbn{|r?s2*-S#8MSt_Tm01+iHo_@h3i_C;?C9rtO6$by>wvZ5C!X1*V7l?uCT-bb0&Zd(l3_ z`h3?L7LJBh4fPf6fppt?epk;P)J3lMUAc&X!Ms!R&7MZVIc!r)2!nyrs1b#KnGAgS zFyp|5iwp$5x6i*_&w#AW{xta)4A_*8*Zrl?F}ye@^-dHWY9SQc^K3f$NbT8OXheUUdhC&J*QS~O*_8+8!yUcC&*kL;K4ddrIr_*7j zx$O}(lMci2%l|qyQNS+?tB|mwpv%mD_ty+M_*ds2jv?`n^e;A@A$ZB{=3=IQ7^svs zTC!-E0TtcBK=;oK9Nab8llh(ji*QF*6F)i}&W?p0KXCPU2 z&g@DjHg=xTd3(l%jq%S%>?GaU_;_q{566=Y-=xwVCT|%~yuR#%Mi&FFd+({<52oYb z(0`gqG=ew7!}`EC241yhbbcLW;KaVPq%V^UL?1W$k};Es@~qYW%H}iSALJ;=)L_Eh zVcCLJSLqO6Xz(VhmX5(PX9wj{3M%&;S{7eLftlvPRp~G2&~~RBZD}RvwF-J?(?N&e z{^V_^cXZIyp5)E#rX#0c*0iXXjzH>zGYdbF^&LCwJO(HjRFRXGnYokveuTbi`$@sw z!rx&bgLG6$*Os~u)8QKPX4ra!j+Y+?_crkXgCBueWf)w8nIS1(VzLz zu#&1(zOu4+jN_0(^S}0TX9?X ze(<7^WgQCi+y{PbxGi3Ug2W zp(5+g!z*@T!N^Jd^YFcRFm$tP7MCddgH}3jFsAB{-kWL}MwoI&G;=Fj|VvA5+i|M(@&b_021T!T5YQ!`znOnfY}^ zIQc{VPIk-&Pk#tbzIYU6AB;->Z2#MC!5Fl^w`!_iFp^_6qc-ghhCJoV7tua{Xro>K zP=-Im!?j1w<@rO=|6jMJ&;>aO22;I`yMUHgvtWLMKY~na%(5T*<8P|wqLUr|&`t5| zQ~lzPw2MnG{5R$gwM5g$mrY#3w!9K0XX}b5cDEuWcDTaQH#B8lv4u#Md3m6X>57o} zMvZ%MuE;t2AoS1yS427Sxw@IIkma~VeLd+4f#Rw8Pm5g96e71-;vB)r&9gTsafRVT z*SXAM61T?LPvbPnr_g8{@?CMpQuR)RX#gzDRz}YywrOjJ;TW-rrh#VD&B^B`VXuF# z3&0@bcyPjo02n%K^WSrw@Jy~&ep5^MjO}_W>kt4H^|*)Uodb|-aJ)FwBLF6$ix&@V z4T0wFN2i`Ugh26QzlIbw06Ci1Zhj9XIAf>Rc0>k%UB5nCf4&=%2P?L$P<2Cr=dJ4Y z*Z_2t?o^vdAp3{Lnf+#kfIU0Na_DdX`ocf9F31kR?3S(d-%bWVZ73(GGTII7_)N{3 z1UFc&8EQFsl;Egk&p&y=4Tc+{W}7s)!FR;Fb#)ur-?k*f^sgJlr^ZKq9}j@+oP^Zd zaL4$&Jzre>-C^nebD2K>|JHWT3Mms&PPMwau)dxuY)j`Kf20-66K4&v_``SR{6{MQ4Vuv8ZmF z>XrUg#7{DQR4|wLN-aNjD|$du(IQQ#<^e-o1LEU6rECT(%FR)t>)hCd7e;H z*SNc^$`h7>cdz!yAOqt-wR=qsF zPeUY`cc-;>J6SJ1Wyd?OE>c_M{dNw+3#QLoXZ}d@!l3rM!w;`}L6BV9vV5+xNG#Is zit#!{k(!ki{{TinxxcfigGg=96W4>2_9C&tOijspIgvo#Pp@Wdu1LU%K6llf*qDw& zw`y6DV4c>~6m40N*sb#2DH$>%v7k*C>yOEZ)CMjZ?@qQCm2dpGbG*=AB+$wD@aYZ7 zlZglju#ppW<n`Q9+Rp0(rNK5ta5VEw3Ic_ZW+Wtx4IH_=<8Gl%dFnKXW07~>5|`@Z6TaRk4t zw#L1j=&?2Q@H_>gM@VO2MXoorp%~cZB-e_{UXZ5xk8hj9hg2;B?^cElV&P_5je;EYJ?6j!-cRr9kA${NVvkzJ}e)!qg z6NGZ=p3HN7gqLJ=S;{~VxbW6= z3Iyi2Vp8D?K~>gW&Sqce(r7)OWhiLU?)T@;r64HA>70WY4dvaDZ6~MDkTx$gjW&&j ztWH$wDN-PxI-swmOabG>@P$;;Z|1h$oNJ>&f!fsux}z2aEu&lNY!zuJNm+L2wF(Wc zUiRD4)M<#)@}03ui-z7%Eu{@BXpm%Vd!b=SgZz-;ea|hV@06dCU~Wf22!}7T*ogv5 zg{+CPO$6s{s?iY}8Z1?pm(%Tuy&Rh9>P$oOZMU*D9yCm%5LHO8x)w>hjmw6 zprL9k+Ury~4F$YtmBec_ywDt27g9}w*mTc8TM-SpSEy>bjpW?(Du>s;p`dC*#l6wb zJ5X}rxiEWR2gHVFu1)DA``DJQKF~k|zgXqCTqV(+J;8I>$b@N)fH4V`t#4Lh`% zuwi|O^W9GNJLoj?*h(7I3hGZN5#3uigj_3_2t#7;Z=a+O3`oi*oSXHAfwbc3KQ2CF zAg4l_EofoD(eRdzZ4(39Tr-FAI}EfeY>snoWT1V6Q-6O01G(poxAqr>q4C&hHkYjT z6?a=ZZDPY+Kb3vhnhno}2VQ@+kbXUGrF{4{HsY6r+YH;W5!7eeSw;GMvBxuAWnMF2 zb^i6mk#@pkdc*y;)-Z^9e%jOD!+<#VFSj~~4U>Jv>Z}0)l!)fl=1OvKR)jQQmJ;_el^DvCmlNxLCK?td*)$*I??U!W2;`6TRaVaJy z^_X^{bC@`>@Z#GyGE9sI^iu8Rn8+&hN~x76bD_I!_KF2eB(J!;a6PG~tnJCc=a8RQnln<8e<+({M009#fq16^_TpL!DZzJ9$R{?!I<${T2b_Yy$4RI?F}!LC=!>Yg|a5 zvTV(}%Y||eH+Ax>0R1W~^)4QocsM^TfD3uX{CcOPsb1e^nYf39mIP_&cAo-ElAm;`3&j zX!`K55|3*#HHA=jvykDa2qCz0kxNk!LRsRDvX7h)KUe;A9Uy!oc7N2`uEK-HHocLV z$~+V=&X~BS#KZPDUeGjYAyy^^Z8=J;aZ~;p4vBYScnEcM^%cd5F2*Wt{18a!Rs6Ceyc8o(nIzXCu<%$!i-$+Y~f+w z0;8sbONEg37Sp+_CB$&Tx$FOy3BevZ*|%0lh;|jN5ax0rqAf1GuUH{OyncL@xEBvq zUUpUoi9TG~@l1`KJcw=U_U|+lVzF>W{w`x7o-{s5UuQz@vmjgX{AwYbo;0<$tra5Z z;ce9>E)UxOebehq;Nh@QNxsJ+9)5p68hTTajmFiEBlGfkSdA@Hdy9Ft}Q`}ldew#|He-7nHv?Z$`rD2@6!fDeTt-2|g>KFTig z!ym@*v6`XN-YMkc+e_2sL8*NBx3>)WDsb@aU**``A|@Q#kH?)UVM5z;QJ~^-4kn{y zi(>UTC}?{tSY*sW(f2=Q`l~p|T9$XUXAKA1JWcr4lK1>j&A-QWOcP{xE@9NjR)Wt+6+ondnhl!2fhx0Q(FcG~& z_v+jr4$`b&TP09AQ0Q`fG!nwWM#ksO)G!Vtye70B3^B>Ox@B?o)Cl~2F?QkNPbRD+ zd-GQ?N#3dsqf;@2-|8dprMVo0n6BR^t4WUEC;3^Yxaf+$$3LAdU% z@_H#23Raqn(^f_x!+d@kTbhO870X_@rV@QlXbmt@I57KQCRMhdgT?97|G6Y^!0I*8 zwI+B{ez^@991g5DtsGy);($8)%Cy@I4s@q^(ToTmo5O_-_eS`r-)6wl8snpPtY==% zFFvaCeunA&<-^cm_j}quKG+ev#%1<#kg?5i;33)f=$7z!jsgpEj>?ZNE@Gi$PUkK0 zr7W}t=$&Siko|T^znxaj!3qB*5?0d?R^fSXZpR{{EUN+A*-hH zog`o9n5pl_2rzoru5ufW0BuY0{Q4*sGF;js4lr0?WUBnQ7Q@0T+c?@jE(^7+9o8Cq zSr|XiJ-sN71@SqvjKdd4!d3F#{{4w8s2tJQZ>$}O+_!pFbMzviIrnkS<5U*-bQ|ln zhgrD3p0?#&8Vk9*V<1IW;Alg$j?U{J+OoFdK8G&`+@7`RTf%tZO84Zqnp_ zc}AkCMnbi7M=t|bQ|@kM6Inz_|v-)gJa=$iy@i4*m0EeqZIv}q2v zS#Y@gcu`#g(IJSk%JeP^3NAYJ_nJsO92|+ZxDtuM?7-w-*CX-b+sAvqZ$_f=Z^4R~ z7c4wdk9RM8O?2=|=ih5*!Pn9#s_88YDTf?f_I0t~I(aYEsVfqRNgK*dK18DI$y4zU zpCeInzSN zsyNeea7y%L9U&biL(jrwOX*NVl@NW%JFtYQ*+}1f%w9Lyk?^UNl*X7YS ziefl!PCGgps1}Y9vsZeqTH#1u=j+K>5l;H#Hhmw%a4;gx&#zk*4p+UiX}7jh5w%al z`JxLI76n`P>~o_cw_&QCFY(V@tGT?9#Em?gP?^vSM`iP;E7$+h!QH%x#_p#hk4Im0 z=_MVWQT6Q^HFS*Mlb5R{eQwJ$c>{$xWd110D|TrK!=oPA`tP9QmC@j9Ulleq0}55Q zk^ZRt=j@r|GuS9jbqW71!N%RDoEb+Y$?v3cU-~HNqrSS)AMaP9!!&s7j#-Q7xVtv1 zsg>w6sUezfxP%TVN3WiBN^Hn=k8LSYC3wra%dTp%A=$X_ms$W%WOYeduVZK4Y2C9)|Id?FU*z>ChbuS~n$%4uz-v6BB#rI7-vevWTHWQ0WmQ z%_Z@#hV;(!>1Y-VNiC0~l=&wzfddA?^SF>qkU9$e=^ZMeL$aHXQ|l{D0y(baXsFZT4~t4W8no8|;aG z9qCIR<&*iqHUB|+EtxxQHgLnQk-1aX`sJ$=0W>uFEOMGp>fz%XPt(LQIxY==@_&Dc z@cfcg7D(n!mGLa8D=`G8hpD!Z%%3)DH$tL_|LT{=i@eKp)J7Ni8j$?ZD^e*-is+cS zF7sww3LCj!2d?}~q2r6*muq?Cyl4Dw3OvFIU$2=zw(q3FA?~k(3eoYE$S7CGjEzh4 zOvf`!*pRnnKm2UWM%R>+*ZWCd@;?9o0RR6CS9v^DZ4kC)iLzv?l$%mSg~ZJ^*Dhq= zWxLtA?qccMvaeB+ic}<(3aKO%BW)@QQ9_oIR6<1QOTP2h^PBgbGiPR=Iq&-%&o6?r zvKnk?|FmD~IGGKUmsi48X|v&cz>$~27EI`t@4f%YiV1&DX@1=2zyu>%)ApxUZ0PwM zan{F`4Xw9auAB^DgShdw!mwyI2pOK3+fdAe-<7tp*)>c^HT_Us_lOC3{p#+_=1?$t zx#yuve<*Ab)4jWMCKL*1PJg|~NrTp@Otp2(On8#cHOS4&0(ClX=$sG>F8^6AYaq^o zau4e&syPk*%DS~N-DnV(T01+Q;17uhjZ`#``a{kE*RN4${6R=4;Cn>5KS-ZZ3$Hju zgMtrw=cUfkphv~9+@{_iYU3MJ_c!@N+h$3+N~=F?p)7qCckcTZ8?aiTzCA2-MOjc*TbNiM1T0VJ5Wgeqk5Y8wv`ZH}hPH{$+N` z{fi*tDBo})KN(ej1GE4jEPr6TF@&{+c&NtQXz-9{z=x2kE;bwo^1{ z|ENhGF|gPeD>iDkTD zAh%8T?QAp)ew#O(li&^m=@sAfivA<=OXNI#@;eQF2dwYD_l5>D9&-HIM80IZ4^#mi z76{GKY1489PAuBg^RpoHzo2WwAK0)^X=;+!!G@QS!DGJn*-$nwE+ck>4R40`7tP&d zg5;T2PKj#-&k8vThUHAyD!9=k@C5PwNow2}Kh6f_IGuWWJ{#(jhqU}e;(&2o#psn- z9Q?cZ>4|0$8w!r?^w@ru4O3brKe;Zj;pf!Wq1ien)P54byYUGVd^de5U){xqN$w2Z z0|cLqu?j2ow?qT)1&h3IUeVxhRDZgvh6R%bW-3$jEQqM>Uo#X>2Zhd|OVgj}AYPj} zdUt;iRPuf=&rS=1^iw?pspbqw#_-!b&I}0tVm$D{ivj(9<8=@H8Bo9sYCRjufEqrZ z>vK#74BB{b4|4~Dnd7=My{m#DG010Dve*SG7jEsU*c1%jA+pP#l!76(n=dk~f?VcPoVWd*3V&x+u z4x9dJr>q$;1n2kF>@kDVFRc3yEzE#?VZQk3j4QNT^!~TDEg14%-+%wKgQ&x5=1%r& zBCnzx^1=o;n9#R<;;G;U()a4}RMgy{#=53={+Aip9JcA&#kUVyj%`Uk#I+B+b4yQ# zY$N=tawwa=xB}?}^%7ab`t$;B|RorV1^#Y&$t&1;-uD{=@&zw^z`4El&hgYVJofg9`%9>^TMW%1#iex znUz|acZ9sSUElTh8N$rn(42q!jG^w(I^OIG zg@PAftmtxuM9!O156sL!B_l!3*uxC+4(lxTGR%M?kxe&GH3N~VGr#RlnL$l0si5tm z8E|au+pu`W45R~l|DNJ=1NL0BZp(rzl&;w4A@s%-TvFoqJ}2JOa(u-Bzx~8q-R2#> z*XIIlm#0K#^<1Fly`G2rDMR3w7bNT4bpl43NC5k-56H~wdgoixfxp<_nIuey$>iCM z6<@TaEhXW(C=Nc{BcwuUG#i2W#|keDKfpXHqOu~ zsjA;$VhA=vGkI6N3_&EMwSL6)*DIGnomz^Oq za`gDsTh7oId$^e0>@wS+UIUSt8yGx2h)}oq_#j%`>rw&X7l&zI7^#Sm%+dd9%wITDo{XtiIs{ zrKi?S37(>W&7r{axw{=fJSb$oc7+dQ&OazuJnjuWODnHM&C(#1$Kv~8LO0Z#52tQD zNQ1F^W+Od%G-$K97p3~x6G)ey;_gOI$V)5aXl(L?%3B6;r8{WAlVvrRu0{jj>_4kD z_tN0e1JXsmeZ+m3thetrgU}t_qKU%IgwEhE<=55@-DEljuNN8L`iEZEjngHMG1~3cCHw8fFGy z?8l%rbpEEwubs9AlF8~->z1uyVpZU$=PPU=Q_A#BfPf7sXc&Y_Up2wDN4;%f#JbHk zD}mkrS%aAZ^LTuv2aqj|f_g7_fXJcEf!7K>;CH9$QQdqGP$^mdBy-FI7z-|VxYC-q zcm4=ox@`@4JN+rxVhz7r?7WQ1JRs0?#Ch?$2lUN^zkGVf14{PDK#}*RrEQtuV*aAh4K4_lm z1uD}mG`l=6AZu-Se(9VSa8yhSMOJ!2%g4xjUfg!j>DlMOBW?!@s~QvIw%7r=ty|aH z-T>Qv6c6~T8(>A_@u$W1grCrMksW?^P|6N<<&U+4dX>mlh;M|m!XE>dnR>q4U>!r>!H_Fp@NHv|`B>*qPe->PMa6 zfEra~^lSk94RaU}PxJ?MMM>L$W5odj$M|XSwig{@)NN*Gab$7Yl{9KQcwH9sIzTe{YM!c|Rbpe@H$W zY6Ik)6mEA5TWBdiwW9p8D%96)7{2ktj<}y+uC^((2N6aolfK>oYLwE18xK2x$oHEv zvTY7f%9QU}|4Ror_?0J4p3nvFs&KdSe0nhQ>5A1AZ#^h&p!*8zkdfo@1HP$GdO*1_ z8fCWupj0-ikr-DXsXZ#JN&({jn7$CSi{OKjlPB{}0~1Sp?wYo1V5uXA=!ZhWF3yZI zrfQ(KKkLLtd18HXn6+hO4|2HaeSCGD0*L|}F2pPD!Ipqd_LjTq*kbWCI9693y&13d z_dMH;Ez2WKU;THZ)3fM`JTY(lDyp^Sv7k3*YUK2F_xYm%ujGIqr#F^PEK>i3s38Zp zl=7&N8qSC+UVgGc4Qm2P>8T5+Z6KB+FZ|?WP!aUwV7b7nuH@4;M*7ZWOR(k#qZ7=M(a$={Ju@_bji~lk` zK*W=ny3n7kf{9IhhHJVEfW!U;Fj6a6R(YhC8s zgJR41vGM`l*dpqx7S7hdk$pQK1|Y#hT;1ik?EoX9i%WtH1Yd#2mj1Xqg34j?;XU?_ zK$5U!vtO@{Qq?EJEzagrl+ z9>4lp=!hdQo;U`~6cG2r>AokjC5|xCs-wkwg_wuHYw0T802He-o()R?D!(ob($`Rc z<4)(l@@*98JW+DWSDONiGQ;QvD+<)yzRH(Er9ft0dj5|;gdX`PW_^yw32g4HYTtjB z@ZTFdo>onPJlUD*yGQ}jsdLlIMthL)yxd=Gm;$Bet*YcSogmSmLe>bJpe-ubTF8vh zS#|4uJ#C%9+j{KqUpE3d1{Lo5Izgv+w49`eKG=*WUMOPdgZI&_3ZYbe81Yr>JaWVd zW_UWo>kFJ9)5y%~?O7*azwLcjS4KQXbF&C7cLI_+N5sJrLZ=94b}Zx(e)8OlFAh0D z%lDz~0wsOu6mx4<_(0URW4(#s8Yf82yW{`;1)+O8?`^nGU_?*q?!H%npyHX}e6J@E zT%sHDocjqq>@O;yH5LeMN8M*Cot>a&`0}r)(?oup1!pA04S*8G>8W?p07~CpOYSr! zbdJqVgZBx9J}K(*VcvFzz>C}XBgdRUgm;(uf8s7c);uoLVnXQ8y6j}ZC}W@~SMt@4 z5qSAQUV!Ho7K{vj>xFUfZyEqofd~Sl;A`Fz&Fxsa?SFFA5*MCU-AS$GK2$6!EF)mJQEq#X*wj5ZR zKmNi2Nge;#X}b0}_^Kl_Z;KbU(|)!#lRdD#x)>(9cgZXXtn^ z=B#$$e13s}E*VpAOO6rGnUCt-XE5-+TzATdJ_F6nQ*(R{hU58n8}&9zhGTR@xIPgn88k62leQNDuqpnAbj&v#;I|LogIrP|g<&qSA)$$>{^?A~9_me|Np5tB@ zmVXEX~W@!z`H6-!C@M)>2gY3F#nYRs4j;*UYK zJ8H^&A~84<^Y&xI-6-t)GWANMJ_<{kPR6y=MWJ}9LVp&qeucr6!(wE z@B3sommZ8q*VQ`y@;>p{Z!~zF%oBsNdM2^eoG}>TIOij=9E~eaXkGOD8;u=(-oI&! z(YQmOp)0-+je*pb_*Jvf_;BhsgKip+myARPx%A_4Mbj>&XXJQ1FRy;fc4s_l6kZD3 zu_+$6jiPWOBxps3Z&$9~%!3NkY1V)~oHFM87?= zWmi}c{U(*)CVxsso-x5+(;dkuyJl>MId3|a28^m2Or&A?O0j{|r)kJ_b*MYaHW@9Q zMtZ_`Bop7W;*kv=X&AOu*VSDo4XX}|MZ>dn{176z4r|jfqwA)awsj`vgp1kkHOs_> z=I{+`jWe;@wtMt%aXLz@JtF?-Ogc7eXT;tuO2^hdmdh-G2`Z=FFwdo<)FlJmvdihH z6R=t7)!lU59=u92raK*XAB!rgTS&*h4F}`=V$v|q;Jh#I^)x(cyjbuqGZ|Ox(rFK= zOU6H}jR&XSC*zYHtw+z;C*d5axox|23Qj7T8QUqRpqT$AO);Gmd|0^mxtCcA&Nha4 zys}L}{)Tq;yQ(DgPQ125>sAt4q{)RntB=Fje<}H84RM%8)uwMD`Y$!@SoM$CceGL% zdweqqU-}30(`%A2zvPm{oJ$HmDT{yILGaUlC@pj-GYcJK z@P%!XNvQTkM<0Wdu{34H2YJUdd{rYj1!Jjb{)0P=la-2;YTr!0sx+h=I%{ZVmWC$n z_k%OPry`$Y(j`Si#sCo?dm`H0$$m07sam}_+FyG+cdBrv~S z%EX!o6}euCY|M3e{qy@s7Fu*Dsu)#eAv|&7wSJg`??wOf_dK10ZwuC}QDNrb8q58{ z%C5E7W&xUeFM@Uv0oELtSuNZt|sn0P)H?I&&?1U@3K)hUf7 z5;?f3(_u_&TMmk9Z4x}HorC*J?^it|@?T5h@p~SagJKf@nztn6;PrsQ#haE{=(e(L zbB;$AF5FyZhXrThdE0aU!oss~y6}`lWlsij4c&KO#bqJudj(zea27V^Zwo3R@Y)M9 zEs;QN8SaBK@mZ*u)wyB~fy*3L+f(0W;4NX+Nyj%Cs5L)oyP-D&T{UOS#$IP&ntPA< z#qJC&ZF*a0(v^Wsp4aE`RR)F)dRFJMve0#)Yw!gl3p2EDR*KWJ@T&Xzwm4cAwpL1{ z2!v*#tmu=a+eDrUS_XF+L0PzKFLitU!wfvyU-aa!e-@T5$gX_kmxZ*4??2}FX5muW zmjU;KSy(KT=1Hbz;a0)D?aDq`==C={*VH=;r60FbH{HuXr~LW3!Nv@%j@^TwO2jYV=$d=_E*Z(vAGy@}l2KDvI;Qj^4^{^?a7F&vw6D2y28LOXF0;Z@`zcua%?I_eHCwE67MZ>@U8D!n}9vS zQrEXBCty=(v6Lhw0dpIzr1m)^Actnov$p{WsBlu@q(w{uUQ=R>h95~lt;hGbZ!b8q^m?-BVgZEn}EiLb!kOS38b$*1@E#9_HppNS_m z4t+kq`#DGWy`>jfJSO6ix4ST++9Q#q_+|d-KqQ{}Z|0BEWF-DQR&vekZzP%;>bc9` zi$jWFqMNLA6gHMxUV9}Mg;(oTE3bC4up~nwu<8v94?Sz2@9$@!m)o;j_@0I9_eTj6 zznD0ldVS=>C<_&y-`H|kFA8~r?;4Z!qi`SD;Np(2ETpPl4_MkvNBVHdrA{R}K2B0f zyrV|P+sD%q+coLvo4jB2tQH+THm%(&txd<2UUP}8y>wiBb5uS+gN~KY1^l!L|9DgR z(`h^CXt8?!O}PRct3*TlT8OyECZ?@lmiyq%+l!a>ucf0Gzk=h=HFV54)Z!E%M90{e zn-cCT=xCUBoVVa#7%uKgS#jI=U%O{!aNs7-HH_*5yB8*dDX)UG+E% z7Y^v!2@-X6n$4#teDJ|7{>2L0_^5cxomYjmjfx_Y|0a_3srcyT(;8(*D(Y!vZqz?W z#e;`m{;n9OjDh{@~QzEDsBle6dgzAjzy0xE2xjW;^?Xg3fF=5TzNDkZ+Sx>r_s_++r8ybG^9=t>%)9_os zm9K5znP_F%YI6A#6DNNj$+|bpL~AGUNjZ&3EYHbVwAvkseeo_Y`&A;b>-L2tfgUF2 z#Bf?Bb~CY~kRK?7Z6^6kx$r#`m7h9MJymHaYVPw>e-jIZ?{})K3}GST53^aE;8kHA zMN)1x@qe&>Pn`?#pOCY)DP{S*AD-AhwCZ)XH-7o1`f^&6irctyg^RilqUY9Ti!ZA@ zup&^1V@;Vqddzd@#B>E9Y8taX^aY~5^(&)*87h7`pwjdB{6WkV7pOkJ$s8;8Gwb!e zEs!zCsadeX5=Bb2wxsJ@B1h4!4`W9-(A${0vr*j=f9pN0+PTRRXKwqeJ`l3RgeqZ+ zkvv~~u>a~Cy$oNZ$i{hOov^_A!jN5JMi%%#00030{}h*bJe1!T$1R2SltkZ%R16^hD$RY9A=eKND}w_Q8vnox;9vbS&&{|Ecwkj)1-+o=+g#lp09pQ<$NcsH7)EbW(b>v?zmnXx)ms>FDDM$deii_IseZqC6#*!1 z3%{XT6abmUZwKGpBK|X9SQjJ&;QFH%Bl8&n(E9PDxPCGN3#n71Lj$3BJLk-ocXgq# zJf$?{&HgZ4DscJ!S3L~A&+Dt|M;XZW7!F?YjDeT?o{WrNU_e*smeY5Pf!}JcXU$#B zK(D;`F>gy2mV7y^a(D#`g`Qo*rnlKJ)pkv8jbkI*zu;v+1RLRhxs9eFY(_ z)9QoM_Oh|j<8yn(E;b@;bkcLpNPmvZN$=XhM$saq2W z7}WYV^7;h_Qjgc^nly2cTU@KZt$~AcW%bJ+)e!#+D|AAia8U5BRL--UgQd1hc~K8J zu&_v?a>rZ`F|AltJSlP3{x;&sjn*el|n_!MB}QD6rw5XSuH&j)OuZiOcQb7 zc`0Yvg(wcnt*998OA0nwGZ+@l6doS>vsB495{>0c&RLv`L{hI=!6&asa_-LWymdAb zze*Twnl%(cqfB3oKBaIjq6zuzE|DHrBeod;)xQc?+yiZM>N(#E4 zLpd^Tk+2NP(i^Ctpz?lb`=4?OIS(Ex4U|#XF7sUdlQ#!#Z&PaF#lf!!YnkUtC`51u z&+L9gAuq$HZ^J_h2K|>hL4Po}R@Ng6~$TnV#XG#BceM z0>bVh_rs}#!C5-ylL*J(FvDk_<{-pLV%8TA4niF){v;Ms@Ya>RapPztQpfHwR~Jy= z*xoAod5?l9b%OTFg@eW3elste;J}S3EKqXh;D-7a3q?l`IQ-YOGaWdH-rz8L=P(ER zstv4VuaNgJ$Dr}JaU`D9z2DPh5Q%mf-Iie?g;h@4Fa7xx=J(0#4n}|UXI#IY}q@cFNk?gDM&lXA_r*PVBBDTSS!fh9= zWj`e&QE9&E=nBF(yWqHSiAePNp1JE`Poa9Y$BusDx8%{Aj>ja_{VMv%jOWuZlU3VUaJnDnr(Riqyl>0ILBo9TB?dv^Ud1w|h z%iiq5L-9U~3bPYDJk505U|h<@(p56O|7T0;bBQ{_r-C0lE6TXATe5J+a5)#F&l#Jv z9&<5EWtI5$N-o?#2P?@|alwAGWb{1Y?|8eUm8xVt*8;y6t5Eo9Xqr8;h(hkJl9!{( z6y}Eg9BNmhKp)xb{Eg_I^R`tgB6-eUC_KOb7vl>m#U&Lf{HeTc|7bpi?7C|*+vLf< zaniVLEJw~s@T)RKSqgWoRwf$U<-+GA=jQV3T>O3eZM$X?7lo!ljkDJBAQvd4AN-Gp zPTeajCXR3+n06^>ZdWAczrK5mUJ?nxQ;7?2;>mp&8|ykok3>{u1K;QhAN!~E^{k2H zgG24S$ekID8z%c&_f3h$(~F}ME2N@flTvli$b}Ey%7v3-ocLJ1qcr~XaXx;>obNc} zz{gMa$pZ)M_^8x>oHlt(fEr2OlgEDqI4a28VqO!Cs~h$U&I}6hY=vYP|GfalVLNvP zz7&A9GlF(9HyZYq-ea3Hqw%SSZ%`Q*4Hf^@hjPQCkyC2Ou$nJ|o7_;VuCxgK`GMBq zBSHkpsCU+X7GiPTR41b@A)Xg)&#Y_{;>CNbby`hAoR#_S)YC)}CY;tUTX9*02)+TL zE{c$R?0DIGrx@t7O_K$VF^Kyt{nJh)!h$qU@Ps0KvF)7Q7A->RH52W1gr5Cp{4WSZ z2>k10q-Gxj53l<7QFbw?`!-K!GU3&)g^%-&#^6l#0JD)W(r2foD_?}!9XNL-Kn zQFSAtzwpZRW^Sbr|4bVW7F3gZ8%oAL*9ei+RLl%X7Qu9Ck=vp)5gyfVyLq))h^*Ak z{c~D`kht)+x{Z*xuqCx-eKfvI4suB#)V&kI^CrKG+swdqooE&yuCBiFqt)rmWh$$JoZ- zBwGo(e3NBM-tZyT>~a5jA0I&@3eH1TQK+?9g!E%k7&bcfS6^0uo0)ZTlBxofJHA`9 z+$|af&N&aP&qc$~Ii~iGod6=ux5<~9qL5?cD$PsdLZ0uwG(V4v!Rt5OOVng_tBe&wVE?X{;8Q#LO%@(Ei+za_^VT>-|+Z^Ei)X$C6m2|S5Vj_ zL90(CR8-45b0I7ok;iLZOARyC_) z-wMZxu#Yt3l5p7TS--j##=`gETPG!ASeU-E+l!ON!bZWxDzO|Ee)k93R1~t{a@Z$h z{j3PQ@DsO?R*1lY;zhjE%`E6QPkdmkVoz zxiWWE1cILE#_KB$1nuqpVc(KKe3>#gW&K?S+KeaE$B2&3>6_@78D^2brSw?mkH(U^%wDMT`GE+xnnP8x1ED6l z%ewqAa3}iE1TF&Aq($xxiK)!c=wm% zbOz4ZRG+9O`$LxBZN+=YfC8hSp~gH2S{=$GS?_~j6>f1?+B5)pg`2LVPYp!2X5SJ< zTOhb6-S(PX4TADuVC?5(!LV!@X6*@bts(c#W$!r-VY^l2c$O846u@gJ1FHepsCGV$D+{KlGk2e!g{`AIci1 z8M>AuL>6l^3y`=xpe|*Z0&1 z8zUCB)1UZ2Tem__s?rCp@)`?z7W&~J^n|JyKuJb9n|^$`AQsW(O8a_`$r*D!S+&9a>jD9$o#54zr1kXPXA; z__?SoCNwSt+#vqp)xr?i=7y{N@nk?F`A}bHLvgrKA_tWj_H2ffbaB|kf7ayd~nO$>8#uqaiBo3Wb^2JMMrg7^kU$}nVbXp+v zL#km)PX*ZrQ+8w@d=>8p)y47#y2j-B8oP9-Exw>#bmT^Md*SoeX>8MXUbt+nd$IMc z7w)P*QSsd13$vxGUXSVcV%$v2mD2WwcN(Wfj_hA;DUDq-BK(kGe>p{Kr7xzi&pYJT zdZ8vS%;3OsUs&~ac8xvp!kWGtAre(yF!^-e{^?^cCwm2>aFPZU7xkTY!yI8{z2BvO1`Wk8 zRy6G>I|*ltX@3O+UZ84{j(X&I!Aj`Xa~r*p9K{&ro7e;!9%bJt2aoJZ62zcH3; z&!a!t*OOilgn3y@8LtFEShUi0iFt`Hx<*^Y#`gt5edz9ZhJFy{UTx@zT@eI-mo)Cz z`9bjb+WY6l)F2!+)-j|{1fp7oDebT<6yHmN2i;Ucv0J)j=HdT{ZD=9YI4=}0``>gp z%_6p2Pg9(9DA+$#&wLsU!KSdVjKl9kK-;NtUQ`_dv3qWe-z&)Xm6dY#Cb_3iHh-w( zOEdAVJTBqfNEqH6eW3dJQy2zYelOb883wHxdOEC@Ff43ZQ~01R4DXNW(w2L&@bA(G zBe=7``kvmIaFPWL$0?a(WIo$9DD&%%GYh#r^+|i2SWvtrH9p0Wh3d&G|27gyGn(YWBP9VR-0ih0>f zxG->2T3eS1!{B4_Brjc)g<_G;GhbB}20qto>J_kYu+LRkn9PP*XU!`qCL1ETJbO^<$A-?#n1N~|HrCCWg6a8xSAl?m-Pabl+IU}NLrZF1Vl zOwjK;9!N@LVxl>;RO~Vn(~q9~buXF;Ex)f5-_+RfeY)$xJy|yLj=4`?`jZ9bn!ejn zDiN3>Qd)0B)~RrI&E%84;TSXskScEshnslU+#?m?(0TOaok~$S@;?}_6W$9)!ltY{ zCU?V8ey6(E!UakpdRU|1IE*Lvk3 z_HGJJ&70i~c2Q7GFjMR{qad?%&6+biDV&O^w{F=^cy7hc$=fK18}I^$OepNRRa_Fa zg~Cy(?9UyWNSsCDq+xvupJa1vJle@zo#SJ4`V|+?MG0LOUvlw!JgVk5`5*7b+Bxk4 z`Tu^tT{@lCz{RqGvmZU`xZpoYbhuc<1@ng<)%lbQ1({{PwpMdt{_ywWQZnbW9z}VK zOylF9kh*knDjyyB9%ZrRTx@DGPcR~Li9avz*xM(Yss-rR;+?UlcQf1)s8;7y-K z;w)s&T4fNuEiu>Kn&wbYVn*v}%Tai7O69|pc@!>aDO8yg#`5;foJy!w2+h0_O=i<^- zx49EBT==)pyTc;Md?&Xlb9pEijHp*{E}td+YO);|a^PY)bH&B3U0fVfFn-jo%O&^R zfGUF)h1H9vTDu>L!pWXSnd~oov^7-peKd(eSq`)H!=@;derkQLYY>Gq`{tBi*NZ~U zkd*zYjZv7!sZ7(|5QV*ZIYS1zQRrE&yHJ*J)0Mgpv9I_z!d>y_b2}eDZ0qu6w?yI9 z8R<*~F)nWKJPV%hiNa|`Q;+l+TzoQ$(El}ui?OPC)qmuBL@#IL9c2 zgy(1|I!7VDD`f>&ne4+Cl8kMOxVUDne>R@5NM*;eAVTGY>-_`ddDc|8j45%^8Mid) zAUy(y4U9#J|8b$zwQ>8g1zc!0R=*om;Nr_Rm#$Kh&*VRj<8PAxa@yE|km+35#Bk2p zOOSd>4m?%-Nnzyol|56tDf9&K_sy1zf?s&wjZ5P^>>r`6{ri!JrO~VlVSapU+b%j} zOyeW;?x}54AMl_lrej!|&BNubrHdb?@!;&Uaeh`D5A21(X*?}H-bHQ83VJF424GLSKkdE4j~iHHGL=V?WzGEQC{Towmh*5ZZ-mbi5a$ zS)(+esJNrot&t+a z>2ZB(PqGLLX8YLklSIhU{+-&DC_=21)1yGWSctEVecZ7z78Tk#yh#Zn1o>WBaWYM3CQ~BlkB>ge}Wl9=j0w-;CO`L?;#_%Rk3!ggCnF!HmILA-4Fg z$6Zoa(?oH^d%}xfX74E>R6Ti_Ym?z`c6 z0uh{D%LgS&h475ukeUu5E|is$ubdE6OU!~!!XM>L)F1MkGe);JBf5+HttXB?5u%Fc z5ivy8SNk1BwJ(L(Jb(SQwmCx7wZ}}HRUy2xFttia0I~Uk<{JhActp?R4IUEUPS>LC z7Cr*ZEFE2GC=@{J$Z{E)(0ke($}xqnN_~00030{}h*bJXK#8#-*Y(7|M_+Q!FG>IgIL>h=lgS`9w>-#yZz1QArJ!{{!zWY3j61^XbW0fZL z7bW5`-o7~IjbuFj39c|Gla7bLXQ`Me3*up*YM*5<8;_IRM{#?r6M&NiMZ+}-5LDS* zoc1Obd5hnlef%yK?}NWBGx-pUM{`duINu+Of*TWAyf3l%FXLra`(P}}r@9*C49CJ} z?{k|UKVpG5?5zbhOppK07~I>k zsAAWS7|gjIte|ZcgCqI*`3ttkVAr1H!&O-fa&oPGE@m>|C`ZcGZ;e4O>phG1{Y7hxVi0=$m0fKrgP%PLsxLOiz)CHx%=R1uiJND>$e(2} z?Xt_*hZF|#6-VymB{LXyS}jqo7lYi5wYi~dW5DEHtJtI)gS(1@vGnU$ER&0~YSE6t zrX;~vk?{-$8`azHonYWMs))baiGWD zF61Y{f&B94!_((;kSY6MqEM0pXT5y_*QGf)D^_~1v6pKD7B!_gTYKslC%Dc3 z=K7y6KeN%U_95cQCpI=twYqKI&xXk|TNU9xHa1Vs`qtRX#-Xg6H7Ot1xaAvP{Ngwl z*0$@YRua#<)xT}^2)S>RR#bHn`>)2MmfdVT_v!My(!<94Tz4y@CE*B~wz%^4@^Bd8 zmf-uZY^+-3`AmM4jrqqXwoez}z_2LG?1w0c+xYP7!6h7cC$SgTy$wh5hYYonMl@r0i2$f)m5A z?Z2)xnHyo)ZER*W?PVCs=JhIF(+z};VxlX*mj#2OXR~_xSopQG9_b%hD4QMoZ{r6R z*njW6Tf06Gc{fDPpVkkAZh0Q(Fj?2*n5NOx9R|sv{2xN^!m#G;EoJ%-z~B?9y3kWhoX2z1O$8-_IfT`R$L6%nC$O#e~7X8G%T+S)F=9C=jO~2>8oR z3q+f-kaF&nKwS0VHR}|IA)(dHqplzfT<_=}`@Aq%?rtxeKYkSLej{F*V@GjfGV#sO zkE7Vd6LKmiv=qn*WoF;CvR6Af3`2Ql(*Pr%<#p{Kl^^0 zO!vjBj9HEIr}|>YgCm8@2pf)E5(^ae1^;@gOPho*Vtm=N`_+80(?IfKn4mw5bWb%b zWc$KTK2xYD-VrIjKc~tmIH7;#?8(jwC**~oU&h24H37^U!+K}5hzzuyUb!FArcR%o zdHb?C|TFZG|l1)1ChyWiMa!7W5f?h*xl%?ygM~MGIRUZdEF_j% z7z;MCu$k3e^Fh)VwWisHI_Dg4E-!DtX|DrxWx8g5Sm21p&6+8-YaLY)WLBFS6cw{QYy*7m-I#CZwMB#kJbxw%f}baeuLM;@DzGoEAPU_d(JT zzh_NdlO$peOSjOy(jyM&+JD^L=8*%`hgRmypdFy-i&v$LH2wfBt4v+C0Be9b-peBy_*jLVz;XdpLyeti(0`nM{k_|y*XkkbQ#vVjuCl~vJ8F#+9JIx=87pr+6 z;{37utJ%G`k^Yd%IViC@&>zX$?Q0*%hhRwJZ}HHA5G)8Q`)em1f=&Am#P-h*fnxWc zj4ks*V93<|?2-(@A-VN$DwRSY^@F!MB+(z0=eawA>-@pqa(~tt@c^i+Bpx#j34n`k z_xTL{Bk;LutAAFD1&^!M3Lo285PrT!(K*2%RmRgggmwlXXw&R@T@FX^Q<6?=bYr2y z&TD!|q6cDoUt4O_IN{sS-GU!S_T!=21LIqEE(n=E)cE4W0gQQ<7nr;`fK>&-&zeNN zQBv)>Wi!ha5dmERH5?l#9V`CMNw>k~H6tZ)1%#hFw(PC2frX~}yft@hkY_*CU3kw1 z7f!ES{{68HE{Z>A$(Oj|sa_ZFZoduOk~;?6|JgvjKSeB8$`%SY?^Ez$A8l@8L*w5OAo0^|) z{2;T&@Y=(rWnIo|44+<(i!*t-#;{cBOT^v>Hn{xlbTATZa7O!O_Ws@Eywe>NX3w{Q zVC>GTh3~AP_FkIPf884DxwGaSJ!6e0bKiNIL|bEc-u^2shpo|hWf5dYUC^DcW;%1w z1=_M#Vw^v@AS=YAS8szgEUI@e$=9;R{Q(C_!6nwXz`b=xNy-|(m#aP;zVCuH7sC|> zZ@IvB-KtLI!v}Cq;iq7^-2up$)Mp56JOKBsH$CF^E-<^+QYpLK1>fF^^_G`-Vg4dR zDPeCfoY)&WgDdWZHicuKc9wbK{i*mBqc)y6l-aoS=0<-!u5X~HFZM^mUU^Mt5q~^P zn7+Vhl7$63Q-xH2v(RtdDB%5*g$)ANg2#Tauy5g7m%d>Z0`ysj?hs0}9I6=^W#OFF zrpd~`ENJP+@{_0gW8>wXITl$SploeL&lh>XMM36CT)7AKGK*`bT=zhCdUup$sRyi= z%e`)x=a2M3ts4&F{&;oyckZXT{$Ty|Tex?&KdyOCk6L%m1CCqtr4!;kaB|qf!86nY zAupXSR_*aX+KK&}==&@*{mBTmA$80D>wbLp)uY(6>1lj|*-;3NuWz{bA^;ovdiwQ@ z10b?Q|D=DqKkS=EJF`1ksL=`y?>~4H8l7^73ljq{tMH-GA+HdW-crwL{S=0RSk-5v zs$nR9^gAsqI26WxJ<9_-La-sm@J^p~2&$AlPcC{F42Q~`&l#b?_-R;y-wlyCJILQN z$c@BIr{zg5W|1iMD7Ca+90@t=9&1XC4XS7IL$^E|zcduDPL*auOeD~@PJ;Zsq>Ha1 z#>T{l^Z>Od5m^7aqG;tDHtZY(9*@mp*Mftv%{aaA zg>)pA=vLnSwvvswUV+r_>TC=oO}gr;ve6V%X1!gB4drL69B+J$fZgFMVhW!Kz3+vD z_C~->_}!I#-4U44tlOt1!-j2ZXyhX)HclQ+O!JduLnUBMg~)t1EI6ButX@W-X|`0U z)Uya|cU*Qhq%i{J>OxP|NL*G$S;)zedv|!ApP@dJ4dd6d+Qf@FcsFHE=YNG9Sm+g9 z+EKtk$iKMsx%nIjan>Dfxyr$^*Sm!O39zy7?RlNJ$!L@nP_O1qM8m75WL4bKFT*-$WAd4dCD;k;8#Y!1F^isgy~axnkN zAJcem4yyYHz6}*nn4P&TYk3LPt} z1iY;|m@Abg`-4#Sq~7U+wj9iS-&eNZjsuor!?`VFpEHk?9?Lm$(EHzaFCQlkMy?NM zm^l+2TH1uEm_lqX1act9(W}*>r z`}@?FylBYXTNUiaiALR3%5+RK0>i6UtR7t!f!{Uj7Rf0^KtQOqdU#$09_JhoP2Cj@ z)r&m>X*$u^=@smxsYC8j`tmD+D6E=fT{-SY!Fy9^QlK2^^RIl_?6iP`x+hak_>p;P z^R_M0lVrZqXtOK5N#?D@q_%{pc^s^oquQsspThmIb(UY9D737)Ti8VA1tGV$g;8W) zi#FZ4^dp&fd@=>Uof6@oCcgV#w-5*Y3rl>Qr*QDbAUI{jgo36+2>;|p3L+meYh2&Z zs0=W&XI4nLyJ<_x>UTmzLdr} zi3464*JzxNTlOlth(>bl+p<}fd{p+@y>{8fN0iKS#h>PUD5dV*sGCbeamreYiOV$T z_q(s(&!Ms7Z^7%5Y#Nu@)y49J4_3~Mzfb5~uBzF2g`A`RjoXxB8cWknvOHY)xcWpt z=}t3^tFl+7sBNWCnc~zn;6cG2i}ocm6o!WSzMiz_z(n?5J41A>B5>hZe+&nG{T~me zpCNPZf&+GW7f2jGD-ItWBzo44q92fYDUdjI{}|yqb47=MEDk)c&tJZNBpQlMF)tg2 zqVb<+cSi+T_sVJf_R{l2@Asu!mZot)yAOJuJI6tGAivzWo6O%An?j5`DQG{`H8&%5 z7F}^=brSvmx>6mBjv)Cw)?;YL;=pa}O6wh>Yfpa4s{`LJ4hxzwBFgg=xN}}eGN^b6FXYj;4{(F+6wOqh3$M)w`^2;X3B^D*P)j|CVXtJ)5#Or z%ExH4(Vi(6iGB(#yA98ib1JJ3u1KSC)@{(d`Wy}U$4TNL>-gw&f2?zQEgv7%?`pQJ zAv(6G{TjNO54-Pe-_{4mA^u}w-SuN}5R%v|SEb3v6{DXzks5qBMh49=Ue1Tb4L`$K z>LgD7qM6Ut`1qb+T%Wp>k9%_}&w8lx5xx26Ypo?@zqk6ci+tiBpQ6xs{9qi?M%4x% zEAsJJYv9N&1wQQcHyl+9Cvn%bvE?t~Bjw*LB`0}4f=wJ9)#dom8VOi2BFl&9q1PvG zE#O1yLDPMX3?B;{Uaa}<6bGL0Ns+lyBu`(=WE$u5@#UU?L)bh%WF|E1C&WqIKmWU? zA;w2&##YnkbI84QB92svkn_)Yy{}n_kC9a#Np;)ep!eT!^|3AFzJCr`-P#a`zq>WX zudR(kcysDl)c}KE8)Fw3ePED#J#afqB@QZ`+^Lp};*j`4+PO6VCrHT^iD?|#203B=C8-nKSVG!FZ&OjTl49>-LR)}cptkE5(N|Krx>ET8hn7p$;Qy*rJghd=iI5d?oK00Me0J3D~-7253{H2Cv2aw zb3%aVajEgY9Fh;cnG0@a{$)^Fd@}#MQ5?=(GU;ErDGt)NBct@k8K{4lrulP>!PY0{ zk~c;fwD@f;8r?<1^WtA)r4a_JW(ucYC;2tqaKmWv5CZ{iZ)2Bl49u!FFF5su!K_sm zzeH)pp$IKe?X@+co2m6<>70qnAPC6v}ov(XakK58iM$gXx>C zZr$u+@Z4~8nEjrCgMv%t(2_V%I~~td5`EvRY#in&$HD7MZK}Ca9DXJ$91Cb?&|wyI z%=49e4kv0a(-?d-7e8s>qXvV1vEewW?{u%hZB=35mV%Nt7ap=F?dAIfd^^taq zFG1Lmte>O(jKP`xt*%Xk!atvItY0v&xn~`hLDv7`-yGXT_Wk9eV$wnUO}jWN_ihJ+ zN9)gcU46@-vo*moj_{rD${j28XxKEIUj0v(yo-vb*469Kc+#9%a%c?=gZo~x39D&X zDy%-yxRTfz6|JgxO7`<+uY37~!GD{C*V!~M_*iu=&wLK4`);RsUZmdib$Fe-?lBM% zH**oKWsq8aJ?d2rgBKOO(=UL*fw8~84^%UF9JYAhnmY{Um#5|l+$QmO_V(+eTMQ=L z*YgYn;!wDZYqhVE!NQ)c!HPE+EYG&>_;{Ux%(8#GE|)X7P*GduSjM2WJt}feDTBA8 znGvfUsq`34<5>LK#!)sw0zxF1|Bnr`p zU-esh&2$p)4OHI4sWc+LFZOJ`%)lr&c-he$qR+iv#tPX)&xd)29a%)j#mc)fG8wGS zlAU`XgF#*Du;Ge}3~WpHjR*gtu;r}FO2csq3dMF_LO&@SD_e2Cag@Rx(+Vqz|A=1Q z7A3qs%OGOT(Jh&080=FXmphcgKw9>gr%^Hk!+_p=jnfP^3CqpbOJZOjQ2y@Y7Yf-O z!^Uca$6BM}eLqu(lz1_IVSvKYYw|{wpD2ja308Qebf$uzZ(`0KV3^!rHRO2`r) zybMEXs$3 zts}^{N|Hl-4&gSetr;ZDjlA>YCYhW3q!Xmy5PtOMI)ZTPfz2}RgwLm)mw1{%!T7p$ z#e6~`m#=lVwh;f9#w43IGmxNsoEwcuoj3fd(@!V)$q4TiO(S;VUu{!gHT+G$7xFZxtfz$b>`Ckl$+37QVfAdM+ z53S$wgY>Uc7p9c;(G9mmmRiprx1Pcvn2ojb6Vg2 zIR_jl+?I{9_TNkH_0%^ZW1I&2SM?E{F)}~Z(!A9Mv5?DKaKvzg^tWaL*+RoK4124t zwhhq;6Wm}KwSz+QqSj$Q!gV@wy3IR@4$`{k9okJ{MD$0c8QE8*=ya33FoSP4LVaQ~ z-`B-q~BVN|9`|8_8HVlth9myt^7J!_`sI;GKbU;u3$fGME!gfD%|@$}*k0u*Hjvc9e;L7s zU-ib7D&cHQYFyjn9KyyK->*%=XNmnW{}BydBnltR<*apyM8seB%hK!F$W8Z?GL&Q^ zbMR-TV?#7l7RYw({=-Fam3D!g4~02wh2&FY&dIqQZs|hi%^C73o30P?z!Tjn)YHbp z4=Xy_pn(TnFA47JY97A&*Hp<=^6-1dnq{}kc&M={b91$!aieHtssA1tO5Cf3e=Nzo zG+A#}xtoTVr%ntI^$NL1WR&?dMd?Y0L;R8mzj)Lo)qCpnM0750O0J07^glOi z8W&UbB)Xmpa&dU4)YFd3JQUYxCZ*)?Fe@^Wb!QumH;;Vxc$$*Ft!!GBlnMD=N|CUz z&ENqSOxtBI@?bep+SYZRhw>mPv8(Ak{0{&C|NjhEc|4R|6t-k7Q6W@_Qe=&!g;z+n z$`Z+z3?nsSER8)gV<#z6mQ*5@5~WCZgwIk)l%*^YLQ+~tQs4X6^E>C>d){-Od)~9u zZ9G!yo5co2=C}OLOg2n=I_3B>*ce=yTGo4sjb3fOJ*DZS{_lE-?~KM3mT!DQ8XNp6 zH_hfRtLC{-{ME2?q zY3H+Stf|#9$w^|va!#NyeT<1-(`5>EqfD6UE}ZNdVPdu3TY;A!m^gmVqoHJ&MBMrv zJ;X%xeElx#_e?}=cN&)(WTH5mZ&88GhMqm2)-;n1h5A?LeBUvVaiT|d+gm2yeNvm6 z?qOmvc%NB(HxuV7j5ZCtVM1bHB&58P37xMzXNKFE__RIs%^5#7!kFdVf~VLR`Rupo zEfkGAlGDS!6gI3^*fn%HllqD~19W?mpX%E3R2w$VifO)&I>^SJt`!5HzDD8dp6K_O zj)HQmX3O@^QTV(iY~}2yD7f45*LY~eVPr9r>*7QdwT%`yYsf}~v$2$; z5gQ-x(yN^JvJt&uC+~nUY4>Q9OsxqUZ~s;~M0|;YTofSqkcs7dxm50QCQO{HX}hbL$lmB*Y16>Oxbm7A$yZF68_FyBle}H|I&UTP zjR~2rK3}H!S)d4WX)cv#fp9mxn>HMd=;+}%DX|Fn%*_^1zl30Ioa4Sf%R=$x?it!O z=}?FmZ;rXE5Q^aIY<4Ll0xN%P%&pVVGY@=`*FtOfltPi0@M<)H2!&aWk<%6P zPz*{h&2q2`#kEgcTDIAQVzZ%1t!Qop?!_)=8 z2K2>`Uf`Q!KzDV-)$>0Xu&LWi8#M?;r~ODKML!hNuMUrY&<%xhVp`J8ga~j`d^Er7 zgkpRl|HHje1_Flrf9?Fhz|r76!A8sj>FqscU&Un4_dbgms4~sy|;9!&B`EzUEJjQPB;jg71yql6$-+c^;O49 z1%e%f1K%((oaphF z_XPv%%&#;oUlj_<@qZsyknv7Ep=R6lh=Gs8R_WO#3|!dL{#dJsfu!a=iiZjr*p{s? z{_GY53fC8MEp9Ska!vEa-5(*SN^H1z_*)2+1^NUtzJ}mua@{LO67%?*PF0b5u^r}n zstXv{vF_Y&G16|&_e8hdRSZZ-Fa9gsK*v-659}S9bX;$me=2T3N5Nwo-8bYr^Yx$D zxt8Q9_JosaiewOuQxt2fw*(=l<#yhObUK7D)XQ|{(-Hf9)~M_e4P$bu$2UKtK}2L( z<=%Q4))zR2$=1@KL3MfHS4xMf^zU}g2Xx#Tj`57UPe=D=m7J2hq@C0;?e<%AWST@D zo6n_V#fGEVD>La}Uu_ATOrqoWf~sOb2pt`&4F;-iq<&d)K&BBL0uh`2*z$B3OzhaF zK=QIxICx!i90PY_YI;S>)pr%Md8eUGA(k4MD^usrQEs$a7&DgC+^#$hSKm zRKX6%$&wVNWkfhsFGsdd3b5eQqdQT4Ivkr@o&Jsaha)gdvDbzkj+RT?zILAq$HVY! zF$yglE6R0vzIugYX@JVAaL;fkSZ@*%@Ce7bwpSkK-NIqAA;oIq4-+o=RYn;LOt>A% zREcm1htwtW(*NwjA#tO?kzy5&c|)EZD@?<|o#Z%ld3QL5;y9>zTf(7M8yKHP)-Q3j z=SL*kn9$-le4?bDi7WyBOV`}kP*#@bN+s*kmd>8|HIK-AWHF;6M%DpUPR`fYOPDzD zJX`2kF`1vVcN3fMGvPJ*v}ooYSvLnOsBL$dc&xMO#9$#=w|DxlxlGoRf)Pe1g_I?h zeG9iB*Q<7VyXcekrPouF?<&@AzIjcLjrb zw`|pB`EV>$1r8XH`!jtvD;2B>$7SKULvOp7Se7f5`jNDIlUuvhyNQV-XOvECc^`&@ z61vK^wPA4l!)2{}B@Ex?>h~4X!%(UBTEg-a6IMU{E9?KTu)W>m{lGX2C##$DJ$qUB zeNEd;(LV}VDQk_V8(D~7BKP@c9SaSL(`PR|V__X6xSoDxs;HU;t;VOT1FBev zJ@V+lu1Xd}Xxa%ZZ09j4Q}4<0s`)GJG$iNZk2?_vw1_Ttb<$ zg4+rvx_#v{zN}>80VDZXkth?bA_tv=#hIX#zxgXGLB4N$RS8X!i8@-#h7D3oRBlbp zkSEc!r=K^F)N}q?$g?N+9ffgVSXwCFC^W47dOj4o8&iiJlS5&47X3Vt&4z(o1LIry<+Y`T`3je-=1f&aq%JJRvWg z%!2oL*sGQ#QeVdSw|^`WhfUi}#6}|#{yl!j(1%DIs}~*Th$H!nk{A6E!-8nb_+u^- zdkPhWgrsu=%QkNO-FxX;vO*A^o{)^$9l?3SZ3G-f&N;f0atJX&mFxu)CsuXanOuIl-N-0 z0p&P66z+Q!vpEiYwcQ+-6yji%yT4zS9RuaE8#~6CF(67yzrTx&L32Y#<9!k{!rl*; zY>30TuK1@Nig6I~F?+w0w3l%C`R!$U;;^g4z(lw>2B+RgJ4}a?eSghb-E(9=-X$Nn zDL0!$-%EGHZn5!izr3AA2^(@PJsO2&Y}|W(SaOsr7PKQwSsC6~tXWr|cjr4ut% z$wu=hld6YL*+^B`^CN`ht2^ZN-Fi_L_NZ%pOkBmn>iCAOHY-`Ux{SrFED zosR{zp&(~(UKU!KEMm9uurM_}So?>Y1;t-+Z|k^NP)W&);JwL)t)zEFeI6T}MH$GZOC+4^r09?QmYFNua80YZO5|)aj{rmRu*hH5eF6_zB%V+91h#&9Q{d&!|9u$ zEORm*g69>dDnG=6TK*ySZ9y#D-Mtfed}G1q98@|Jo&f$9gZHIY2`B>9ELAxHd<>3| zhI@(l;r8)SWO^dZ1YQ*MMJ1Ab+Mm{2j6~4N(q@{x6Y;mMg5Qyvh$Y>5tZLUpR7-l* z#X2P-`Qhu^O>;@u;9@Dl`k925qNVrSz9-?%CduFc@f76Et36biNkY%f{L&v^l2Ei+ zTDWpL2?{^@ZfrW32$5y(&*t_gf?xggtlFm}EFW}rkeE!uiQ1)eViQRasm_R08&87z z-7M{|A}QdYJ6PQsOG53pYscS>CLwvI!Xw%^5!vF5{$qO+5%%`KD#84CSm!GeGX{xh zQeSqeU{50KV^0^v3?$)#PZ)1iUlQUbHe^0|n*{0moY&3^q#$$u%QX+XlCVt4A~sDs z5ynjq^G=X<}+S*C~3j}5_zDz<$?xS3nwj{_ducr~MN!Z0+D<90A zf(ykSYusCsATH5x@EEC2H#~DRo!qY_O8pb5m58*8^8;ZziTI^wmsqwt5$aJt#XIy9 zk?Sp_bjgU+PfjZ>>`R2p#P9i)=82F{QeHJx6c2~mCmezg;xSGComuoK9yu4SU-)HN&w%a}#{ zC&L2wv~u6rdUAdK)4@(T7Cr|FGXOUQQ@crqv8(1*x&h|VP zN#_08rW4YvNZfGQ9L|c0MDdvB>BZPctm|3caaeu?6*59;!2a|2=HVm0#kMIbsKU;Qt5A`mw$b|*f#F~7=N!m+7Fi}Y2x-Net7VUc~$I+ zA8Z4-1b!9zA)GfMd1I9yGOt_|s%`g!rNtIcpY5m7uRHhU-J&064Ha#ki~3`8e}m^$ z9xrU&%S<`D(F?zFQ*5hudLh?j)@X3A7jF5U5p*>5LfXVqYY`JKi0iNx4;y*G{PhFB z-Nyd-(BP5#!q6Xgr1l&c-R1@Tu?PA|(QY_#H%=l?$qVYTyA*CP+`#27R`XrL3l{1A z?Y%-?FlpX4bdcK%dF@9F2juv^aD=L(*6ki&b9o@8hkYYn%G`&m5;R4mbc&q(vIf!l>C&ShRYsQ9YJ_Ab#uq^Ys<zy+pmMIyFR-vywSm5_N2=|oetuRxb6NF>OgP9i!0pcbx_mQbmTyQ4$dXi5L#z! z;571COpaj#E_-TV&PpA)C0*p7@6;tKrP#HC3%Z2F)CcV&a(cw@GOJGg{dzNegZrN18LewGg5bwRG=ZEwsGqR*|7wgLmD5jdq^a;C@}y zf6mz&llOld8I7mn-zvuwl4jO$IhGnD;iw7fdVe=>EloT&myC@O(uCitj-bC*8it|?3 zFeAEqy*w2>Yh@e;)=}}K@=bR=-3ljkIRxiCt&qcCxl`T63j4IgUwa+0g8H2u4~qHJ zkfAHI_ocoSo@!`rtk$+dRcl}6#1<=9tt~Gs_~HQr=4YduA3acJFTVZIyd_|HZ_9A6 zCCq687p(7DVvxPS|Cw%yr>pc|#w%GOxchj2(?Jg`Pha1wtLlM9Z`*8jF%P)dH<&!- z@j&eHwAXRBPU6A&o@2XioJ3OZql=2)-NAEs`sAx=cl^`t*<|+F9ePpv3$A+)pf-?Tdn3~&yjIlHs?Di65#>=Vs#hOG)rvyI%ncF zW{FDk`qwQ=R(NOJS$NXf3aU#cMt@qXLvXLs)v0WCRH!8=tPj`wSxh{|*r5WjM- ztW=#Q+Q2(pA{x+GcVb_Rz*y=lp-_Fm!0VqOVZG;8 zgpQCA;lOKmT6C2Wkz6=^=%0WQL9_WS%`t9B#AFp5Q@?IVD4*T*vQWv882Ws0Lhy_M zF`Q-RpP0Lcm_0mP`8D?#abO_jx2o$gVtiM^+6ywrh+Djllu;;~;h6+j#wX|z+dpb?D; zvm?()JC9^iWlwq0h;0@_QW{}2qL#Sa7oJQb0-xEZxaH7@%>s8m2^P`_PDM%ayiyur zqx!n^%TpS$bH%=?SI=m~H-pk$J)Bgcezefx1uvB_HR9myYo`$nGHq&jLnGW9Yi)Ah z(ufbfLyYJ_8qxcE>gMqg8gX`eONhk;ji8uB-R4y!&pnZGn^B<>Z@!go8Qw}IY|}j_ zmn_nV5&F8MzntELwDPpZ4_NI?u8?@OJw1S!3)Je~#SuizH_4lRUC)Ovy;S=lHFqmI!_X&`F6zW@sot>s8mb&*Bz#r4nlrBwG>=93|GM)q9mtjuM}Jejnyx zlKj3C65p3fC5nek_RAEJ`^7tUM|V+)yhD18Z7V#9TC@9_E!SNM<>QCeaSI+JtZQ5P z)Y!*})$-fuZ3+fN7c+uVBw<9fMMORFe7%>@GmcJ@GTcXK?>oU6>|#O$eNV2}B`ZB&;6E`DT@>OLxEX|0>gZ*hwwtuR26|fzAr8Zh^nO@iaXO%hh_m=uJ zCU#YGeA*TGr>VJ`!-ey-n%CJn%xzB4wzztTh?o-` zQ8+Q^1{$WoATQvlxX@W=eeBRG3aXZAuhB>W#8{Ng--G zCT2$4C`6OXl*&*Cg}AA#s9N7mArA1?H|^}F5Q2&oa|>e>qSIregfy2K!7s0>Q4(WD zaIDo5pm>R;l0+sTK>Hy!D0OH zy!=iLLNB(uS8Ys-IAt#;D|ttU*u1&_*FXIoP?BFgT_@&>6w~9JZ(X)Rq~g~YwM7+i z=l}e1$WsLW-ZTq-r;X4{D$S-Qk~^Zl`G&?{a7S0Or`>$LBeLhh-o-z4gqg$4<)H_T zP*u0T&Mb69M6$8K!+b}GEBuJHyzU4mIjN0zt~escBFHo=!x0lj^O_2Q?oiBE+`66a z4jsAGp!fR=)QO><>9RCfcwJ;{fB5fn7o?BBR4n1U4F9dx4r3QV*)Espt6u*CIL{tZW8 zR2nooMSD=-VzST3-j#ycqtaCm94L4!m4DCR5Cs+!YqmC7P+;cUB)Z#(fx@b?f;;u$8F0wZj+NFD|K2(elMLJK@%FVG0~vCny&<$$Kjn)Je^_K|M~p>5!N& zzIKZY+!XW$ZOPvGBmaD$x}KBg*`yEnyH7`-(DjGwC+_Y`+WxpJb3Lu}nGY@)>lV~k z_`oluJ>Bn-5ALp0XCxQ<;Eo>SOlP4Fe(!5@IC$F!wf@%%=$rlV=h3;Zk=y)1@Y~(J zf5;y>(isDiy1wx3{Q7j+MPEqBZMRTrcE@8=`E+Vof7}w_iaUAl+t*ec!y89) ziq0Q5G`>j49#?fo3MHC{W$J-0kD7quFEqqT>BMG8ctW=S%vLiTLiX8#fP#2^Jc`x5 zkypM4JF+6G8BPXhJ=K1xG1mZUy`7`_r3T=SQ!~}%ZwPqOfzQ8SjN7jsAwT2vZSaKNqr=#uPq`;NT^8J+a!L^@2~gkKKGn+ z&$;(J=e*9dZ=IX1({^L6vQ`5BKLfm6;6J^ySsxRNr>h zE{_0YmMGOd)(gPx3)Jjx*#I;hUZ{I*+8@<9v-Rb^_(RBLp_RtklNh@DFK3_BNvw+& z+W99l2;7>#>XMg(@c44!RnPN57^xLLWAlrNv~}8J_2W$J<>qGG9bsbIVH&mbI}^3` zKbv+9GO_4HS9oPV6Tdsue5FEzVAYl|TEq`R<;aGzH$g!V*Y9U7uMWoNLAkl_$nVxV zS1z@Y@{g&_l+Yn2mR|lOb@RGErrbOn!?XR7Gn^CiJ?)9b1;Ts=`(7p_#%Y5#olHn}xJu=7pxRLwFkPv@bQ>zo%@Lk!=yc# zww+uEOpg!9wsA36VOy3<3l}Zd9{prBaq;?c#NsavTxfowJP4@cqJQ>9W}H+oRQGsE zt&|ML>h${aPZtNHu}b~u?@BIid@QbSsNiDHt?KT)CtR2t?Nw)&llm6>8n%{kQ7&pz z{HlbD81=RH-0yQSUG?(F#9c1RdT-VUintK}TNrxjHy;xTj}AQTBIx21a@@X?r`BiDbIl*?A|4lCs2b(igu zlmb2sYNR`+^7v5QyjL$ehmYUSum86!n-7Y9`p@>0p%6K-#_>Bd6m{t<#4<@5DywLA zU*p4Frgim^8+>F2?>%bhM&9Qh_4NV1T&UwoO&Ny^Bl$dI z&BcQi$wRAW_^1{>U$%TvFj7P#2rcs67V`=;pX)I(?t1;H?`|@$J)Q3S+QY<&Q1MrO zB!gsa#99oP$ll%5`COlgna<}Pwyj)*O}jd7B=g`xzE8^1*IaBp>pr=)k&6#4>0F>GGT92@S47k zi2$Wwb(u%x{d?$Lze?tT*rD0$o9~hNcf79sd?6RU*;_(iNieZPs+2fBpNT(=3t8;h zOgPDw?fpB!!1ixFdAs@;uIg zKJpa?d|DQ9an40-(PB|Dzx2$7Y)tt0tg~x}%_IlES6uc;-pxna-o5|z>GKgMBb`Fi z<3nn`ugyOlJ_2jsHCY&h!eKbd>h*R$jJr;J5GKh|pgbrhDY-`dQ_^=1)N4&HUK-^< zD`j=G@GlM~Z=4AV{YSD;EVDs`i|P_Bxx$5H{zfXlZjd75rS>y5y!g=KTl7b)<)SL} z+;p-M7c&jZ=%!-JfXVOkXr&h#dk zOZRyA=`h=mmCJ*Hx#6zRYdjS6wX}+-^WZ7!nBH}fhjYS0iE61lv@SaQw(uMeHeQ?Z zb&`1~7UR}cw1q&o#%H<3DISc>zE!ry@gUeWkzx|VgRAPk%?Xh_)ND=MPZRKvs6It4 zd=Y~FizfS5KMO(e>5%J*k3&#-JX)jUK?vHZH#hvf9fCc*`@4Q*hv4q>9U?QALtyo; zqBlG#1jkN)t5u5*L7MstnfLq(F59)Z61 z_5+fW0%!@O_q_QnK!Ed*pw}e?HEu_aQk_Du?vrI@+p!QxeP4fH)FA{4&TpZFy^t0O0}BZRsSn8OFtBB=gP& z7_KJw5A2J7mrhc%-u7fTsi$4c_tGcX_{yzoN}G(^v-|Y47I`1XT#K?aL!cbGZ$d*o z1VZI4PO)7AoDkFLHt7`LV3mo}_iW|J~G*O%mXx_=$WsnFvVft{1;K8IFiI&SmDj zNSqH9bG+gZi6W8K6V_UhsQMVq&+-XJkHnkY?hg@InYlNkBQFB+E9rldy(5sFlj&T$ zCIT))k@n$BqS320U$w^}29LK>tkpzf@Hv0Lalkwl@|hie+}W{keOHD<3{H3tmXZ!%;f_%m$Ks=3B|-le|6o!{$(XG_2lS^z!P8 zMq1UkDy_6M?B__LvFcQ46^=O>UK3p zA*+2`4}U5OKaFEj1d)-Dw+@WU$&W;xO@ia5+DI&j@x5a3IT8o_c7-%wipE}}gsSZP zXl$ZvEVJJ}YQ^2)o)Y)#8-j)^(rQy@8-G3q>W%o}MqYea&tb{Sk@SFQ*RQ8;``6B9$`ESS03ziplO7jYQV zY^d{z0F?EjTk2!{6PQSEVu16U38GO0dK4BPG zShrS@8HT}C)v23ShQo;J|2Zu@3>8Pi^lan9pcH8`Oz93m%T=q*RgN48DeSzL=0(=| zNk-a;F9#jgOC?)pLLfJ>WB>Enp)fa*t4$IP#na=KE7C+mk()DqL1Jzw3&&6=y zzENWKP$CC0n-3ZKo#(*yUcqp+B@3?nQyR6`IPh$Em|K)X+LhHf_WTwHWlj&z(Th3A zT;`l7RnEbl_LCkzsyLWyCwF0E6bo&hfenF4EcDp>q^~%_fa&1gWi3t&@HCwE|L|cz zBu?=loviyZ@nYLbUbB!qwC0R;HwzItYvaeivC!?VaQR^Y17#Z0#|8Ho$n=qs*3t1s zB^L5;YkQ-i$R@m2(;ERW$o#pDq}-|+$t~W9QN3hROX^*nlDVjn&w#V2ID6w53o@dy z<5|Nj&@vUhZ)7qc^v*V0^C|<9y(ua)V%|_0?va!i_J+|J?uhm@71HZ0>#YA!ahS8X zaq27stbjX)@nru?5YCvEJxy}?%+mX0zjN2U>vuAaf!pm84yR%maGa3e@u{7Ph9x=4 zkKU2gXWu_TuJv3F4OY6coW$ag)13RHynFIm$Jg_` zLH9e(9}pq!1a@t1o}t3#?oAn!Nh&;_tO^<)r=nt`EYtZL700e<)-{rIP=4Bk)U7ru zHpI+CiPuw+!c(@1eo94|XV2^9(+^Ml#kRGhi5OFy4Y#l)8=Z4#&-R-w`yI~=BWWCHj zH%Mma%E|0^L-qRWG6N*N9hap&BzZ>0{>ybEHz-M*xl%;NRlrD!?j`jomJ^!RI`&W% zo*d~{wMRlqe?{R&d*~f|-?UW09t#WO!)>JOA-{OIIcdH<)J1(p=PJ5EHn$~k!%8=( z7x~OHl5vCi^sgf)mb#&eBggyx&JN7LA8YLz?LgnHWl>pehu{4byA>YWq5J&WddfXJ z#FWrla`Nn;Irhh=C&LaC(Ag%RVh6)Jp|9${xS}ZG=*_P^u5gYxYWrWH9lj0z+$-#7 zhmp&Lvj`76ILAJ13O{NGrGEy+gBIle(`4&vV>?_;0`H4~9ek7)S!n6mp|O6F7N~EB zbCHZYOU+3++N$3gOgjYL;85>AvV-1)N6A$cdxQ>kwj8aVOU!DV_!?;2^dxjP{YwgC z3A%@`{gGLwh|pcPN&|N&iSyG^oM$w>qSg@$!sUqup?C( zsZNB)pSLToNjMRgFaFw(uZ~3FYe(9~UXrpKgbVr|iQcq%gM*`vgsO0lW$lnEq58F) z@okwJ5!kmQZ;|*OgkI;gns}%Y@nTzUN3C@t)RGGt4yZU0&2_%ECv=^N6)A^PyiA-3 zH&H>n!*M4f^vTbzRUg#})!;g<&psMNOqN5~d>Kt5cfeaSpi7f5UOZ>D;-l?E%+Kx5 z@8oF_-3P}FH{94kR2a|iO~0v4v<+Uj&A+Qd^k>K&iYn428k-76Rz1~$%+Ahj|4nM6 zqIB~7!=u{hdo-D|(8L)(XKAbn+vSYaM+_BD>FvNQSA`|3rnNAOcDdq4l@=OTX2;Yd zXra67z4KoylEU$N1}nAT+q%i z?YQcnTk>Syb`*V!H@?xMiEjDoynE%E@HrA{a_^}Vsx(y-em`@9aYCg=ZkH3{TI6{x zQqEA_Sad!kO&iWni*p9U^&s;^u<*04260AaL4MrSMxr9%%G~nt`NYimo&TwCwI|~w z8Uz}}?`?nsk^S)X8;52)B3F7a)i}nL z=>GoehWIL1BJ6PLllFEOLP?jILoak8dNf};MJKxu?5L7onLHQ5Ils}KMR6g9n$JxZ zYFHBuk#m9zx4RHgCUrl~FL5DaTvLw~esU&`9nDLfRG|?W7GtezW_*dBiU{78R$szZ zvS2m8)Rz!vChDEY@g;t%JyX%S=1XiEdlsRa=}VOI0!R2ae2FXn&Q&_!^d1rT)&l?HNq0|@U6-=F)p`4axs^X#1`e2FI+>d&RqoQbu^zP6cFI1^^g z6+z*B&ct;39_mFg7lPtn#<_HzM#SB@a((Y}8eu=@tgy8zNc7>vUGS4KZ|>n)&0A4WYCpFyCXHDVEAj5`Aa(&g)0DZHc?N*W+wlY>6?&!Sa$sTOxPvcTJ~ThD4Tqlu?`X zK0?3d_BPYMhtNu6=C%IZM?@(QV!Qo}2ywrq%HpF&gg`oPZ%y!i;%m>rU&b=V#Ls?z zzn)TKB9xOeo}gp~t9AKCim3-sRg}1(O6~x(*HdPhmzjbhrMT7J-xPY0MZK%_OkwAK zu(U_Y6vaNY#Dt$FIP;89IMHbW5%Wu?t6!KP=9{_Rfx9M<)fzHntapI)>U)2nuxAvgq zyxmLG+vD(=dX1=O_9)U{o&T@e7*$~h2cFzBM%JeMfZ(gf_?B}@=qUYM5@HYUq}tlillFKr@ho_Y4_Uu&wqw4GF|_ARP8<<2M*rqiy(J_2 zq5LfB-HG=7D9BM2UthT&HDjr+mYeMH`&iMe3K@GSzRM3fC2Efdu}7I5!*(!QX10D& zn;l-xv))|##15+S0;9{a>|poq*FU{@vVMM`Z%Sv_!D{JFaRnzk@O&(nd6RWED!*ri zn=cj2kdg<3UR11>G`lPUzB;fUJ4aC>p0rOhNKe@0g}^`cMbqG;gmc9A$0MuUQH&dxX<4GGF2+hW-?L_Ie#j0m8ibxERp zfG-Wd)wX=uL!m*-$Sg?jsTVxkQo~L?@la$k(BT(T^v{$AKjvq{ zF8=^nMMyZQ`2}FE`o-EDp8#B%y>(K>I{L`{Fw01W&(CCJqeK;&AR zUrVFO5JpplJduoWL8S}gC5^O-ze@6xhR&0 z@dAHb5Uo7FWv)N|)^19wyuwDosu10Wm&tgVUT^BZz=lI%XWYINHs&ekDNg>OW7kst zso-C9jNkuCoBM+f-vQq(=f~(^zf1I3J3_}?wNmSo(PVt8o}F_d*(e_k4b!YA<69bg zgCEMq(=WOiHGOo1rHvYj_0rKID)(pKM>;skj84}NbnGXqy=5n9=lkY^a_{M|p8C5z zF@TMBr>U6-Wn5$$8Qz#_rXw`@b;9W;Iw(%E|5m=D<5ja-*UdUQRF;)((5#`u$e1l# z_=1kn%`awFJg0-`icZ*dj19ey74I(Ev(fDvDLQV$##GO7y1o?~&G}y5mrLl_{pxR$ zc`+TsZNoy+MRc6anC>^or^Ah*Uap@>hx)IybsyEpyvj~p8NGpxg*)62ee~c$|5n;9 z$zxn7H!lspHIEJ5U5>HE!fYspX71lU!$K}^%V_am7PKo9KiB!y+%{#f+oRs6{s>21#y{2?ZiwhN@AD=gUWns@^{+xOJq{CIYZ2djo(uM0l&V0Xe|l|w5J)uRjN-LBwaol-|u zU^Wj)mA9CT*f6Z!xpM}n%@p=|hGF!m@AtXZVaUue`})@~3@ytSjQD7UK~^lz z)@xH3)_qtZG6n%O<)Y-N_XXJ5o@Y8?7JFZdc~TUR*R=E%Pt5spUR&Cx~P15p?ZeEUs;9s~Id z&YPR9EXch_;ve=tZjT0hUjczPH+@n-a5X^H6RKx(v%^lRN!+YZv-`Q=`>?_@_|*@883YEPq( z>KA|9peqUu3yd~SPeoyi_%@-4mC?}2x_ls)h$iQ|Pc%ox2q*}focq2n0`fY`lJj2( zaMNwuyT1bh3>5Uo2o{86{+SHb8_MDE9ljVdbTAz1VoF}O{K9d;XY-D0N#Xb-p0QTi zDiRyVk0d`-5kR@)T|~H0FlHs&=sw*T4E?jck0Xd+EOa<>alKhEd?pIK_E`kOsz0!A zr)4lI4&HhB|8-!a*z&|f!MJGNG{N*0KrHuw2-imdtM{_EUYi7CkI|ByhQ`4dYt=m| zx<43KbTY%G|B>}j+{xT&ii^9y4NAKHa`8>yepeRB8+TQfzA+5OlRHAy<@w_?6maQJXF$keoJt!HQ$iA4n#J#qgjq@um zmMk^)$3Vy>gX1Jq@6e*>l8n?<=yTuikC#`czFZ;Y^foBW2T9GpGEW_Q*ci)vCzd(WB5Fc>Q(f-`K;DgmaUnMx+ z^g&u&QkYJu4@$%Mdr{$o%J)}q@$UL#cZr!@O0hpiKIt7Wd*BaM#g{hAntTuyAzv5Y z>;oHO#n}uEPiU=|l0B~J3Dd-s8X1!Et9JU%Cch6IY&hYq<_XCkr`e_3JaJfI?uzMG zK9GMhGsmA~?vK9kBo$A5RZ%oqM#}a48GV?!-4me(`&y6bc_LyFPtjo10v(49%p~Sn z;_7FGBf6U`(fH>5)XqRpOqXsF>AmQQDrWwyhFVWl80wT9NIU}Nbp^{0TU%kGB|>e> z90TYriV8X&zX#e0`>n$w_rbWKeeSnzV|>%hy*3zR21W6ANiLFyA@kuR79V|RT*ql_>5cFCS3pd=Esis*HrYF0e#^_oS6SAxS-c+_E5|$qtw^Oww zriB%%=Mfr&V0`+bqNfHSey6@@11@0RRC1{|r}oG!$MGmQ*N9lu8LD zOG&ctFGY#6Z&`;dW63gxF=LwBYK4+T7?@ zVzVykySB_Df3E|%`Js5t;(fe-7AYj<(;Z04aRLFDLKgh`@Z?~&H*t+G5mcS@B8GEiD^g6nh*`{|YPJ2I zWZlTEfi+)3$iCJ^r=~82kn6K2%Z4*T$PXK<@(-~gWYtCE)?h{mu{X-uS{oNaxR+XQ z9A<}*>}d5gT6zefS`X>F9u6T5FMW+gZiJAB@;aG~Uqi@fr|It9B$RCL_7D1KRu&FA%)id#tU>P}c~TMo(ZPyB z%4v!VmfKN?(Ul$Cl|~N4e?zXwM{@^aP-X9N(Z+#Hc~4eE?QtO0Vw2lygDB)Ni`7vR zMj^fT9xn5yQ;1%-QcZX~h4ddgc6@3-g=klXWw>@Z5GnHp^*hTPiTHQIIlsk-h*RvO ze6&o6=&{>%iDp~KAWi*((>FUrEDF3CExU~6C^~I|Lk{aKXZ;+0Y)8rXT~p7(1j$`YOJ!wZ*QarTx|x{uoW{JKOoy53%^!!EX@) zDZf;y0-+GBUYHd3_(d>$f5+ftO)xyl{`Qtk?1c$eTvTZKhj)C){%Kr>SBcRbDAd%M- z4$F-<)?A7UN22G4rcR-7_|AQ0B$^Ti*0H$bI24UW^^JWx#j&UmH5+qrj|JcQ)v*bx zvB;jUrdjV4hb1TO-0S_tfE(pM;g=H(R26yN?igi&GDrQ#qmK-PUHN|0=>r3oGJa`% zc*lTs)rfBS8wO$=Px`-Cii4xV6UEPpak!pyG43D_t5!U4avWg5tMqQq;(R)G?O(E` zD3^}rWwoKK96GXf4dyS+rlZYcO{?lN209#yo3D2O(#F7>qLWs7cNqBB;T1Lv2B;g}4@EUH@J*;_d0#yPWg(fTMXxcS5HLw* zezEW*OLc$l4;BiXGH7Wz*wdawVUg_yKZx6qd?#J@`UurZl|cvp29 zznd)lKDqmA@hKM6LbB=GGI(*CyLMN`vEiR%wLmA7jmSpP>|9Sa6i#ql;%wQtW_a1m z!kmqu(8RV0LpHRSTLulZ*!WM=p?-KH8%>s5!|RpVh`C#LfTO^M@z+m}w%_4E@^X~_ zxKA>M*B%);GkBh3L3~70(G`x|%w?N=$Dg-5emhJ3Kh5KmK3xBtCG`zT<|9Kz-wmlaY(-hND zT&DBe8QAd{2Yh&6}^#n+E=8zxb}zr-AKf8ykHn4Q9*TD+3l}V14ndw9U(O zs4r4V939F8y_7X}w>}dJzk{!5sAWU6Vc^>>v23udwDp^(v!F1uo}IQU6L+5}%SZEKa({WGVJ23)Nau|8W#Midly7BYnPo_e8sCYQ8Diuweek;daO@*I@ zW!+MwLbXTea&$*3CKZ048S6@ZOlVj=J^A7r6N2Z%-i2zgAYGi<61a?k=HjBFZ8{7T2Rc&cSTb;& zu6X|72^OBkuQyp-$$}n!cb~n)!n?~##V zNL#AxyFwxeat|YtYR-q_cgw`Ki)X?S{Q8RS?vvq&_^6$nTM~{+HQoCvKdGp%XuWRw zm5SKOKkG6+Q(-BpaBW`Z8v3BskVxhj_<_hNLv^~;g=y{H^? zE)ems!W(wxt|RAnVMO1?)ak))h~GMVTc*Yuy&1CheQq|0&$-C?{?rDO?%RY_ByG`K zxR5)w(H0TYA|@Ipw&0pvD$Jt@Dj|3H zgJ5~1BKQo{pK-$!vE{VqxRRVAaT zb6(rW)|lVd`S*>1!{ z>HMODMQ-H9XU$sbDL2yDHdiRQ!HtM6a39GZb|XXIR}|(3TM_l!0(pjA{3N0#((CBp z9yCvEXwQ<9AhzRPhtHWVCAJ|Ro}%f?2wV7=mA%pmGMRm5!H|bEDPwrrg*mPy&D|1y z%=N2??Up}Xg%hhtMBt;{J{M)k5;eUwPA^>{py2U%^&?kU9DEnPa*iCif2d>s`~*2N z9o6VExp>wCNIq-uMR@q5qCe3$(nuDd3*k1?Gn7O-7Nm9^U<1=sbh!^_S&)R6N z2}Qi*duRKc5Zs^gSJ7J(0uLwmft$yJF%!l;s$d?B+|sMhYi5G*gf$>E+Y$sL7zzB% z3&KY?<@(8a5xD(2SgCL{90m>1*KIq)ktK7_N_Bk{!j_7)Tgpb^Yhat0#?mN!RI#1w zyf6we-?s;7&xwND9ABotbvXEQR$QU#hC}|e*n@SiX?Q%6{*dn(4a}3qrRO?m2tV{e z=9niF78Sb+mG>|)xQ@M7*_nxg-1DvH9GGyVy6EWHF|lt?^>LAFG%T<$DY#urL*Uc0 zqvxougqi;K#;STbSTbnahGrnDDSVl{#(6#DfCS z@W>UT`&Ak9-`r_)QcA?IW(*}vj4&}IVN(; zgKN^4Gm$Mby6lY@6Re+{{+kP!Q24W?{Ujd~Gl!nHT>BjhX~C<>4}ZjB{h_1pOTWfq zk`?YX_$3w(cQ~Xuj>h8Im3MzThGW5Ao+6RAF&;4&6-`W3;=wXstkAwT9_-_54KH`a zq9-EBxUel2ZTpP9&+x@VtL>wj{HHji#3-_B+vAY-JtS@Nb0Q2BCRH{yC*q9r^ltt` ziO`8--~YhkqPD*AgrZp@#usxst&|h7Zd+YrfE^dBKQa??gcC85(=xkZCl^IV1Jczy zxR~?J^H214F7|vY`)F;>#by;&M5`GW2`=@yr99hOCZJPsZX#w{pPQF0OvHt?{L6Mo zC1T5!_kS0!NyObEfh|n6M8wjLT+KC1#B7N$r6hzGpSwrF#w`&s=d5KPD8yk#I_BRV zqc|wbjH`?7i9@fep5^nnINaQj&JjBuha#zi^j}ZoFs_%LKRYiTw@qsb({N6>d$*_eoy5<$lcH3(P|E!)KbbNy4cWPkMV<97v?AFUk<-qIV`t;07IK39!uC7G+(@>+`ox_G#|%xIX{%tsN!_ zD82MOxq;W``S*q172ZvR#PXBuW_J$0vH5z~0&Fy%ccw<}NPx}c6gyp>frd|X}Mr$MpoKMY)1T<~ik zKM{duLSC3+Kv`gC#+TD{%%Pj@Ja>i;{RYpHkLT%Fe$muHv7U~P!l#-$AJGx{kb1Xc zoQ_Ub%c)HD$Z@ zJPE?X3YTHGBHo-A6{fv-83b_+q2@f%V06a%9=W5>)9FgbPJ~l}v3b&1c0+nF1~;$i zUbnyx8~50Btupk({;IC6a`Aq+WfY&B@yHKL*2MbTs{3Qo-20&4Nq?+PV}E(PJOKZW z4{Fak*@NB5)Oy>XgW!)Jep(9XwiN1pq4NZoqo8fo6?c<1) z+}$VWJPiJq{N%5PBYLk6y&t$@h_v8P0o%id$gr7+7-JeDeydTTmZu@4?1;{$L<3@$ zr*UX%y&){}@}CPWH$;A_GBNDCoSXSkq5jmc>#BBl1n3x66S<2|sh49dv z>Rr*gh;q0$uSL@VMOPetC@4B$_`vt<>Xi-)=5{b3*J_na7m46H*$! z@<;U+LY%3yWo%(x%<23m*6Oc^QnBU|RdGYSxn{VvGlO9HS{Wk?(QO#nltpjUT17G^ znhjI6+{iGCeJSmr3z<2&THaXLi9~PHa=)WaAzH6x(n>FT5l7JoAG>r<(!X+w^5v-q zxhgsRXc^0cq&|zeQ1;c2OlL`u+zCH27Wija{69aEPW`Mo_|uP2>%=%MGk&D#)%}Zd zOb?=!oAHm6>_KjKigI*vJV?aiMWG9ico4O@aZwYeJjhywn#c>Q{E5_^DE^o={$%M} zgTp<_{$!P8vwl&J2Whky+4p?ZgT$;!w<;0zB;4mOWi_cbBvtwBeI0&V@?$&QV0(%! z8GWofZ{U>|c{r@TCq{xoHbpSlA#;2PP3z9wMSLzqo!PW4=fpzLzC2=en5-k;@4r?Y z)iOd+#(9B>CR@xgsO!;)vV_?=7Qfw+4MZTl#o27g2o}p51`YOTf?9Cma^)XIM1;N2 zdbngM>US;M`ESS#)lQm%4Yhl*;f|cyc<^4Ri}&w;zIG2XPI?YWes+cJN9yS8Jy*CM z;L04o?22a>L@I5{d3+JW{!pZFqDo!vRRq=-*>)P z<0El>aiA;YS`GF%db^^zC)cyj#TBAj%Qny0xbpV?n2qNSSKQ876RO$a3(x5ZCD&G8 zEUU8rO>g$aPW`<_kqy3B8usYuzH7d4?CRo=n#1!ebXkx$-~wlb(zx2AE)e&RUemeW z1(VsI0^g4NKw^&bgV8h}#Ctu$A@4BsF%FD4jqSs|2jP+dk~FM7^|W-A`aW1ZsP=#V zB^1J|8+P1i2t|r#uvU3tD4x7^S@pv@r zle#}05>hwZ!`Ywu863XqvJ!EjeV0O9Y)b& zDf*=>2pf(k&(C1N%f%;akj6rc;2wS-FBTdfzdP+=#e(Z?(XEg5Sy(PAPM23)E^Ss816RZz`Qgx;XF@>YY3a{2$r+{4b z{rY7x85deht_J?$pmCjucyuiXMi)+$3`BGAarT$snU7q2C}6DkewPb9;jn;9#?l2=ngkQFm~N=lMOVyVWUJ#KrCt zGM^t80AWC$zjN{Al7M_{DHorEIW)hMTu2+OyJb_!#qoXI(^0itOnhN7FSKxRD|%;E z0*_DRJfLfJ{NloVB#zmV#=+A+^p&}HILJ%i{aa3y$3xq<*4ehO5&!P8&4vqcpiK^a zVfw`*_(Jcdo+Sy$36igSbUgv0Un1zvI}%a;l0HUFhy$yvGyhaMZ_h`g`N4c9s)lbY z?A*%))q+o!G%;ZvFn)BMGz*#C=v%)_z8YTfgq3*o4EGHNfW7=f9yg3<%8_98)h z)#}0tKR6DFwTkn3<4?HjZH>niIOk8EvHrOgMP(+l*^@ia6ImqnCCLwcg*yFm$^K9? zsbjkM1mMel1rPmw4(K!&j5PN!LO!cq@RbumfCeYSpxfLf)B>jTCKSQd4x^_?R|PirBx+ zXhfUzWjQSuCpu)Y!(R0hM|H@x1K(R#f7Kz<2JUjI3!U)jzY|M}W*pIWFGcY4DicUu zTd61U-53?`kKbh;t9syo2 ze=mJ_z32(wrK^vazOS!~mgr-9&7&8GB=yn%V^&R@r4K2Q=^utLfNa*hvVx zL_oxS*UkTYNO=7zy?|-no}aqqVe!|83&%*9U|R?7PlE`0;jTiKUn)u(@Q()1-aOw{j-Zucd= zzs9oowz&|+TGz6uY8NtJq_bM2(wwNVX_*PRI|waJ{Y<{9C0XS>K9Z8Ro2*>ivEJ;1 zEwP{-Zo3lfK(zF75-hSbpb{ZDFqZk;cLZ{jKH5TEK2OzZ z=}s)a`TXDmM}ld>)%qr)h~94*^;UZ82!F-n<-H7hxK4OxEI73jp*Pm)oo;aiUy;vk ztEV;)nA_H!x@9jK&DOOte5rWy?7(q5|3KV56^(2y3Q`ty^!L5@Mn!|x*%ep3;hJPT z;dsg$gN-tZ0bv1f+i>;%ir@gm_Zn;&;NjL-^L*2o09dX(6Tp`ffLivZJcmUTls`PY zZM!N3tJ@`37?@Ge%-*}ANk)&y=Z`w7tLvexV6&I}GCef6=^tGDRTt&&XWfLiQ_wr7 zM)b_P0L1)STWdNH0Ab$*3-*fu^f*Tzdbo*#ttuOI991ZI^Ycc;i7FjXTHDR#19Xs< zv(K$rlmbzerAMpyDCp;Q)>QR-!zhZ=l^h#@UjAUKakl_8N!I=mc@~PvC4)-Y^8(;^ z=zG6Rn?F1ZZ?zOg_`~|the(0He)t~%0RR6Cmw7nUT@=S@M#+;h%zm*;*j;VXCM zgpUtO*Hf1rKOBf^@f*$xoDM*e=|^@9;tA-;xeukX7DSZY?rFGFHWKm76P!z{BhVoq za@|GW2xRQm7J+s}paVYdyv6wMXi4JKblpFsnvwDz>%461)K_3}uZVIFw=_Vti`y|Tyr(~32swy&8Mn>&QcFsfgh9nObm>ifo#z$~(7HQDsg=bHn*q#2fQ8+SU_;ycFIIO8kgM`rgTX z4*RIcekIQTrerMQD^CtLRHh;NclFefLkyHCC3HaNJ{^@d_uqTc#X$Z=2Sl3u8AwyR zA#|M-13f@<3pji*iNew&=kVBk znUd@M-{RXOhH4Zf2X?jm^cY}y}G;gk~RsYilpy< zbCQJiaN0x0i6m61ZSa2Qsz4-;#Pi7-fk-ocQ_7-kAnF&ZWyu8wqCe{=B`-z?A|Kep zi)3Q9nRMFggg~@LwXf_57mI(T@^>;Z5FIkh@8Dwo(LbBK?|t(|^hsais(EkJ&QPW) z%y}cheAD^7S#LC-eAYV@^V`$a<+FZyqm11u?rCd$(8!O0yaVz+Xt8JMrlpk+YB70y z@nfnFGT)%q{JO#oja!w2c-Cn|x0o@g&vQp%rN&&ntvZO$`P?(#MLopJHSa%cdI-(i zY2WYpXoSRfd>7&pa47f9eY?qxhfythQ7V>r7}*r4>pgpU7~yU_St{q(g0lL(zItyo zfp=aNAB!|W^YYgW`-hsqr_h{u{gEb!4`$A3lzaxhLF_|1&@q7X(-F{2>RY-tK z&MjvLN(tcq+@J4$IRV;qJ%bc#2;i8iyqx}s0FTz5mbDQj0n}YQnUB#r

`#w#Hi z3cD~)>uI*%sv|(hLTTA`5fXfmY5!}F+5A1PQ>`8oz+t61K~IbX-zF^h=EOnW`34E+Y1{gXd*rHUUD5OV%<7sZ2 zJOb&J*JDFi^x)@LGZG68Vgo&0_A012)=tW(>gN`jc` zOT%;t60FP5J78^1h6Z)-p@7|FU@zBRdbfrQj{nvBJb4=lgLYZ+NoA2x?QI@NV?~0~ zFNXe|rEtg*ad3=fQlKfF#wLD+m*c>r0q^psCkl@ED`>~`MZvKL7bG4HL_tc}yqscY9Q0c0s%Ku0 zgFo$N?qwhl<|CcvSD%5dSZTr4+k-*yVs?bo;6F2H-b%XaaA3y9~PwtpmO0gE>-wGYZzK!zK~y;0Kw z3I&K#IY%s@<#)i&t48}w?m z0KWZeuhBnQz)0VX+eux=Q2*egSia4cFcRIye?!9(^h)0w#+X@xW)!L? zBQ1f4i_|PTYYC~An>-HQv;=x+Ge}fh!uS|uwyZveaHkf7KFyh<+EUder6F^)*u);I zTWbX^U!tx)-)aRTp0elPs#^h1T({|wsTJftG1nCKu>vPyid_@e3Mjq?V{a;~0RQN~ za^Q>^O3li?X(sH9=q9-%Ld#C5EUC|)&M`w}DOsy!g3S

uX`IgBfbsneF&6lg{J@CORR(01(uUazd#iK26UlrU-xS z?kTE+DY6;(hi}t1MP0ZU84D3p#J9dLlW*)OnorVFt9o)2m1!LQBmdJ8wNP*EAbxa2 zsV?QgEiqn*P;@(KywMR6w$TYoRgNgERX)hG*b!0w*)133IHFp0BKgb}N7O&_T!3=c z5ecTFr?(i6Xk??H%G)SMB(wdu7vC{2#Am8;RQ8A$O7pdH)dw$>>Y6gpXyb@@{5lWr z9Xx_~QfudQ3?0$@Rn5tOeU3q4qX? zi*89TwCMRVa8$$#^|!xl6q$8E3Uj4{CZi6hCH&zb>YxKMA6Ut)>T*CM_qrVBo;jeq zx6hwTp7%sUu7Re7Q=Z5M|EsrU%o7!koYb26;ECoF2?G-EJdq}^vncAE1EN?Iggjt6 zpbUIl%qYbH;ZEN_Q5NEWcwSl$+r6-Q_RwNg=ZS8tK32Bxz9-rdeQJHu4NpXseoW6!h`Q?WwCV;m8ePp@aP3gwoo9Ixw-LiTI)lc6UHZ4!In@K8J! zDcARy^LIrdvLlO~+7X4i#wWNwFQQQ8fwIoLwkRZX)j}`_^OLV|iW~Z(Q2hq`$*$=r zB&XD!mnMekv$^$>hByi;{ycTtBNprH%lSq))K-hF96lF+={sVF-GHTpB8_G{Yf&-&_Dp}b2+`M?> z)!9&F&%c^!CKiD3S3cHwDh42@StX@4xBzs{pNn(c-q|AD?7nB2a(2k3;_2;b zjvdPF6F%{&Oc(jwTQOdEdJ?Go{`Fgy>|oq_-5y&NI~d{~BH~J^-f9rP< zp;vRC#Cc^RJT;4z{eCSNY%b?#o5>U5&}dN-;{^q9d#eX^TPU!~C4N#}feOl-)g*PA zDUhIf)ylbv0@Uub(<6-(Q0Oha9xF)%*=ti~a}q?zo!cs*+CYKX!f$S-JPIrpMKvyN zrGl0&qw_AtuR;wavltD@6@ROwsbJrul~2av>pa)1e8BRx$=wwV!s=w4eLdul)&2CZ zrFwQd6+Vd0)H^9r;RXNkSE)OwP@2^`Gqm7aD1sBqwmY){NLF4hswjh z4`A_Y@Md#~)Oa{P@9OuO5)Z7Nw1Yb%;z4b+ffg4M52Syxp&$I?A>*0w9S?jw99S2= zQ_CqH64$Agw4R8E-vRY62hHLk?(V)7&BO5!n^ExN!5=1c-uB3HUS@**L4+G!VgfZcOE8v0?dbLUcwZ8&tKvZiq~01HtP%>(?hHjOVWvT8B|??7ao~ zG8@((Rmzb{V?$5D%!kca*r4bsV3KN<02h+oLtD%fpuXjeQFR6zuGx`~&13nL`#wrl zPBLNFqw=ZwDJFE+k_iP^y>Xky%8_g~SU0+tZp&puRNHf$<4raUo>;KCg7pOtWMc+z zv4L&6*Hf#24HgwaKM(w3!eCC^w|@&vn2x#jyS|tWcUM1-t0~3$-5k1_{D2L{Iu|&N zRcv^@E2>@K5gS~dolTS!VL_^t|G_h2EGQOhy4CIz4@=d`WFu@J_KEH_*u8-T8fCbT zm69xQs>vXCwt2QCOXHNFjy;zIiH6QhX1M0j2Kx45Gq5p12;Ro^8if^-&Q zAj?DuiDAgsDJ6o;mU*Ryl?3>P`+m$lg$sWBj_V33B!iMDW$!-zWROq zxf!MJrBh%re9w2XObYA@OjyX5PXPyiDV@tZQ{bdJQ!~9W3GfBYfv#J)pm)Y(CJ9~z=oSskCBcv7$(D$(NuX!k;-qiH z1*2hKA{V$|<8Xu5jpKsqvz!n`V=h?6c^}tUOoEZow1+=_CxP0B_z3!+B$zz4{4$C! z8Qzek*Nob7LCxT7xRVPP-dr)deB?m_Y$U&H&3Tdl@8l=w1HRaPsa(p|lrKbL&>M*=kOIY3okod^%N#3zeOCW8LGl#5E+6G7_AhhM+3ebSa4=@eGQ&hy!x zo?0Cypn%5Bdw#IMO|I+paeg-3yYMw-s~8*3tnx5BDaQs=i{G2?X|SQ)^_|zrOHA0_ zmTLT=kO^63+XpT+Fv0Ol!Dpe}49MDRS{~UE3*s#bn%DTKa5?`%i(M20m?lPM#pfA7 z7n`uj$!EaouimnCwG1fT{o+r29~IJmx=z-8r(*X>;iUWBXgE8w7JfgBh7%N$mnscp0MImmz`vkn@{ zeGD*=e9S)7!vKMr#-6p)RHzq{HraylSmp40cKD@!eDjt819B=KRNgVb=0KCL5g!ejf8RM5zM2Lu!WoUf zi=!cOWO{M85DlIkAKw08i~;Q?qrLW%3|LpiH&r&rfB+$mZNdTr*cRghDP}Z~nl=CC z=qX0MlpIA622Ch$bKQ_M|1EQWb3!$ws(3~r{ zZDc+MjGrHO_mPW*j|}CIA-h<(T^Q)HdLIQ$9SfbS!zj?PN$2>tKj9$Pw7z~wn+PA< zE-y^G6XD{`OunvoB2bFoJUx+4glhjUi%I!JAUfPOSX)YjqH;YufpQ{j^jUxXXcZAM z%7$L`)evFRe>+osT0`Ikh4jGSWe8lVwtf7mo(TSBa(aLQJoDV_r28Trck2ukbJgrZ>HMc;Frps=}%JX|BC4)L@3s*&``(nww}?b z%qBzw-_9@84MEY6Juq4If*bnUX9MjdP!o%QNt5$PQPq5Zgco89t=^aVICFb{| zz(?c_duxj$zT6GJGQ<& zC5ag#zNp#t<--ODPmOlEn4^z)gJs>{T@NDq0HNx#h8{|_kG#^)k4G6wRs3rr{g72z za_1(3AKJg=T3$i%NtJGJhhwgiH27xo2j*j~VHp zvW}FE$xIKFYGSi`Kg$ErgU*P_CU_uRz5aa>EDmS)Kc$2CtnQZXJdF95W6oVu(?R`J6Q$MIKPSvWRTmIw)7o+RfkG2>9M#=_d~x!pOF}nsp?MPbSw~I;)Fv z12(NLT&0H;x-JU`aP$y;x@kX=Vu0ziTnVq?lh87<-OTvGNx*R?r%b3P0UvbAh-P>a z#=i-+(C6*IhN>%@dBG02-!JAiZL|ZPHET-IR14@`#;vx^Hc+{exw(I@FXUOIbsa-K zU_X1aMcT#($XY1hixmie^CDwb$pymX5nO}ylK?1QHtKkIIsn>YB3;y$2;ib$-4HnI z3A676#k0i;@FsXokDpQq41)A6XGSpS(YAe9-FXHAr+KHc?ngj>>#uSNn+P}`@YzJ_ zI|*3oOvBdeBxs*fBgR^h;C&GvsdpU-dXF`fY-lG!)~;5~+__1+MnHm)Wru}Y?G20jExb7EfXwE*KAUD6iA2%?W_&V zU~W7RamsH0zb=n~wFLZl@!&%^K6!C!0D3 zY^X4D*XeoNNh)a5K9ziPpn|Jxu&l8Q72^I?MO`{g1!o`X^Kv{D=n5w{u)Q&TJ!1Go zqB;^fwtqgsu8oAh3zIY70;yoDe5YJJmD?*w7~3q$SK zeW=jTGn)0*kqU>MrlW^Us36&_-{q@9h5o2p9DBETD6w;pP*snIpK}vUCTa}8<5<_y zg|T<0^SYJN3>{<(6mb~s4 zFK2=1LDtI)g)Gp@bQperk^?U$b}ALwa^RM+M$x@o7M#8w>%aCU3pTp!eqV>tZj%ga z+YvehgNhXO77LViw#)R`bHL%=LQ2Ug4p68zrjZUD?0tXoT+@*QXxOd#VI54kdeQQSr3(m&7@eTWMV10t1w4xse zt~xDT^!Mk$s>{Z2DhM2y9)Gw=GLQo*rn9`PAP$u4o9J8#=75I}4=7>tZBw{ zwy=R!V>=7b8ZDgVAPc1DZtdMNkLjyN{QTk)Z0K}N@-PK9Or|uH*Tk@aBnd%Bd2Dc8 zhS5DG4DhuUvpqV`04su~>7E8nwhb66BmV)r!49E^jj&s`2}>7+yF zkaq2fZaUmH$lrGB6&>_lX=86+(;;%p&uXC_I*9aLa1rRGgL|f-Q94F-CW*$hi-T_) zxxF}>I5;J;)Y6L0yQMllwYJ^!Gz;( zk+OzbOfVQc=uVVi!mEEeYs4_U@|`QD_U{n`8f`~?!#=S=$@9Y89;XCQ7RK*V-I4&g zgB0oMHyr48A~Pf|aG*C==HQAc2h6!al#mrR{6o)svmoQz+n!(( z7AP9;n3Ma-hQsXrwT{2oFne?Qed+=maJ%!0UM{jhW7QFxTb`$psuDk z%{P{XX=}otO{#P#Bb+wt)~17h(bb8>Lv$z_;q&;1-A^x#Qz|A_beQdI^ZZlBf~;vh z#%D)5eAl@Uo$7|2uOF-65}pp0NyJs3gD|~)IB_O3oCemB_CtYW8rUG8*$Xi=u=Cke zr5H>HC;G>#ju1M~HXFC!VbfrXWMg}BA`QeHj(sssroqewX8pi9O#k|AES%dP1G?vx zO1ds$`aFo)W1L2VUA@DE%5)ku-8k@dXC@7Fkc{rt>of?|Rz4({O#}H?d#$5$X>dek zUFl>V4gLoJ0RR6Kmw7yt-xtSKLTR#OA(=>6h%e-p5I^Z*XOzCe(t&FKF{l(=VYR*!Z#}llqjrxe14e* z#XF038rRW4^l4}Gqk0-Ng#T4ayg>uyfti)_w`kzdeKF*EBMm+$QLoS8DbTrM{$V|w z0$(MyEb< zr9g0%_=Tr8Nw83RF1T%&1VaOb<`CL)xa{OQ;DFcczE#!1&YLZR%c@XlLXiEuBmr&k_FgsYLcm&*8v zpc7rvE-Ofcjf14%z8yqhrMY^)6d^*cd$vUUE+SC&*x%(|3Wde(Biczm0T4W;JU+@B z1`eHX`@U%s!R)Y$eK!z+*OHm2YfA({`F*7L=rB+qmQEkb4}-qu>kiNV3xn(-#XTR@ z@o=d~xM0E#53kA%*B}HBpZ?A2bBPk5o#@zdl!*t;#%r7Ist_PFe69c$;vpGNyv2VG z4>PJK_ZFAqAs<)df2Rfy%{xpay+z%CAi~zny@7|+AbUdWZ9KHjCuBR{!vi7b#wqQG zcrY%EEfnj(!|(OU>ua5OsHFcHc-Mo6vbFa0_I^B2c^)Wu#JWLK3c_cP;z2a^l*6$J zJlHHKSh;?{!~9d?d)-fXc)RPVjLcU&DDj<<;$Fsso3c^=r&T=oY?$)6{Ll@?zRH}B z?s9|GG~7jv0XNuM)2*JgEfCCIw)uJq1j6^5?^=w617WpmaoTZLAUu2^{ysHd_DYMI7Jw?POfGpw^!A9)$zeD8Dr`iyK)Z z4({=d9;Y^=U{^Q4vn`(B;y0T^YxIQrBOz@))t)dGr{;Vk#}gV}WJy>Z^Mu8hy;C2Z zFyGPETY58sh(l6!_ZNp9$W&SR>p^}`5U%Z&IwutbnkG*K>h=V|GzZ^DcZ}jh$H*@d zL6Ajx!JoqA3Dlf~_As0$41K=cxqYW6Oa#f$tM0iHo}vYd-k^T_fb= zw($MHA)a`p^}8Ch?kk=0IcJEZ4o>k37Xp$ha7gt1r3HrR`$jqgwShzaq!?$BHUyj+ zRodT-X|FPLXhIvxwLNsYXD}WQ7Hs1-Koi$>%xaz(pmKq?S8j1(exJt)t)JDQ{>dvF z_BB5!7Xo6olBp$%Ahof^ z!@gA!NI!9{&o24Gt*(ZIfW#0;*1MqMd(Rj8l)ohH?!f5P-u%AD7xWG;AHDj@7f87G zTaQop0!PBRKN5SCfkS~yJ}N;O9QJIGv)beb!x=s~Oc6ggLA^&2*YyK_0}GY%u@Eq| zS=3zl><44bD&MAx{Grvw=uUyD4oKBVS(+Q`AgMdcTfYC%Kmh_yqj+vL#Bn>^FYTuZ z=6}%NBz-TUA2Fk??vqCJ<3fF>3?vXe)7e~@V>fCQc*opOVT<(4C4yV1!ANTRHcN4m zEjI3}dib#@;;?wZ^;`kt>ZdgO6C#M-_*66Qi!h>Rt<1Yv2%|-#dVx19Hb~0hN=)lZ z8`Ll`ne(K|2C?R3&-xw=MjRrcBg4zqXfaZ`(l^Q)@mG9ke(=x=Q7t4I*NcKs!xgce zAOBe*hd0IYTR1JzHbWB86=B}nm}ZVbK*7sM?mFTZ2o@#W2msKyzFHQ0g0Y* z$LmQ3BA2(3Qn|Q5G#{edLjH?KS>^M;rM}@&KyICy=?6Tj{qZOo1rZQ^ok-n08H45} z?k$Io#Gq-8biS3L7(|FXqsZA8gVfrnp>#6>+O{=%@s1$@@htZXMd=aH5NGQx&BFwg zB|ZG1{15?gh|X&%>JZS0FOmy;bP1^XlH8X9EWWAc48g{dfa&4!v7MdKjKke-!>tk1w1lD4=ZLdPRAIkcFg0^+ClDi`A>K> zVXHs#T-5}rH6KXD4*h<}Dhi!T-D^X?d<)?!vhPOUMDRnq<-Sz?R~iOZWy*~X|Zpwq*g zXpHiIRFa?g86!2#tsCR7Ve?BY4bIo%5&eO7;#w8vqdzLLyBu3*^~nh{9Oma@e^iJc zn?JR)cU{^TEpE z0^OL`!Jt?kID)_QD%Z(E>yN$XaAHzG?^69|YGex&B4yj&Oj|>%k&~;>AuHerNN5?7 z5$4{TfO*#6#YP%F#RU>7xo>#*|eo-)E64-bERsSA;9nZ`GLH26qwJ% z99EZ#f|!zN9v@6+$r86emyLo#hk$1v!wN33BGIXslrC;JU)yN6JWGWVxmJWjP5vvDyN!Y=>#U*I*VJSU`gmcMU_D9oCl~Zk^=WMuVdC=nt2lQ$c0dPrJ@9 zX;Am;JSQuM0gZ0s5=Ti4IGntu;N{PN;<~Wssx}Phb?zsa9bv#^!Kc@jiVPsyf=jp^F)+)RV0`HqcVSqx~vS$vMWn+B0gvH692X>b7) zQvI9LK;;*bd-5<1)V9bo$)Qv@5EVN<6GjDUmRwYMdm5~D`@MLY#{iy3-KMNu25jbW zdXkIPv6Lq1w1D|8oGrAuz-E9n#e{g?&mW25_oFm2Y<9`p}mqua3HyPotDq+?O8g9B6sZ<$GD6XMC{0{{;)O{#6E-^szwfJHD*H zp9RHyN-DgAET~PxrFJDSz>!PDVnY%G?hDI2qdqudeOiVHRW*TkKhS z!-ANfmpWQTSg>qSF?GpX}^9q@2 zkey;d`2Em_#Az1X`({1HKf?mbm4md@ITkqH9T&%4$N=L09Q@m=46xyO{cLER1+S?} z%D8Q8(8uY&>wd_9dS>GL0$Dl?oXHkpPBTF5w9L`dKN+C2Yllh)Ha_|8#am)3FzJIDl!R1> z-0t=4b5bf)tqX|iJxc;}caMtj?j+dji%*Fmr@}q-_3rDqRG?KF&QRXc;oS{fsPzCH z;{MEZs!DgEWbzsoF>TnOgm+nc@-qW2&TV|Tu#^FE9UIq*Fq)Bz?u9I8fQ!ykw^Khd z;5295mNYXq^z(5)XfkKRXYEOiRSPx@apsZ?jk$g#cvJUx`xYlQ#5Tnb8#%L~^grKo6c;vFwu+km z=gJ0?Lh90IH#Wq@8b3I;B@?cAHk_>8nh6&^9B_Kin+bH4VXq-?Hhg3&)C>EvA?$(* z)z^;=!E-jkHU4Z6l{#tvF#yZ!Lb;|wAREpVNc9H>u_4k-(niZ{sg4`+kn*6_>G5tyEGe&`>`hRLB>Ir5%N$c^76CnAvv^6DPn zA~23zCM_6YG)@XgUcusOrxHervH8h*E~QGC|8llevIk!#csNf{k8I8axwN+j9al48 zadGo-s9iS1TJf8@8f3$6R^V>z}~Zo zStH`vz%l&2x=1SEo$pTGA+}`-eEHDRY-eBw;pB60QVYBJ5 z>RXmIE60R_QM>v|Hzu5${ULLi%!Gb+uH)ByCS+83X!%}bf>#?_eSVn<-ag{?1@%m* z*!D@*;RX}%;(JrJY)S`+HqOIyrh{?@zvYF^>CkQ_D)5Rc9VUz>9dSJAup>vw%H%E+ znkN~g$R;KnA_?BixyOXS!S%`VZRt>16TRGsONY%@TR%P9o(>Pr@V|b?mku|qTr2-R zWP-%&QVXe8Cd^pV@~ql0y|S@8rJV`R33&IL9ZXo&d;f3l5fi@L@Q&LpnhxrGf*P)3 z>EKTHS<4kq2jW!|@t&tx+~|fb?rtVruL;w&?_mNLeXQmFb0#D^oSvk-U;@X;s>U1H zbdYIabK31oht8#8mmuYI5O2V>unBUdOyL#-~GREr$!F zq=UBP{!E^8>F|`kCw4-B0rUIDqYoZpfU=v<&xK7?I4$t2uR@;+#Ow7M!GdJyc_Uvq zcYq8t_F{Tx3aHRodrp*eo(lJg5u4Z*RA7z2Q=F-$Lhaj-jn$W_V7|ZFSGkS~ZTRM$ zHT6`m`>A{=-IEOUgC`#U@Fs&N&a^Mwj|{8tnst&IsgTxZbn;sh6=sAxwhi zw95)##udG zYm2*NNSH{LRKen6M1ym}Zjhnz_a)n-SFk$mdG&O1g$iALxER_Z)|Uu6d=&jig=Kw@ z(O;8P2y7WIvmd2`gBFK|n*PB6@5FYQ409St-;JswIntm#bvEF+Hx1O+&i)s{M*$np zdj}juC_or<$hsU)gAtu6l|nKNvWB0X=18N#ai(sUGK&Tm#rIO+I1Qxw51hHCgT=qi z2tTV&0Vfmd6(?hi6TQFgm{VY`KR)KN6$LW-SVH1<6!@nfbx7Ee0+Odi`tLha!1!CQ zyrvrk7$Y-HH69djWbYKJyB!a`Pg~00H^#$T)#RJI{3&oLfsiQNh^<$d@>2UQ4N{-q zopx=afpalm!q#944F5T~^>hdY0%}@H?87Kf>eh2#JDdVaf9N~)A}R2>-GSmBO@YRB z7E}B&4Y)SwmO6IQpln@iAnz#+9(A3S?&+q1Q%eggGMNI28A8oP6bh8NRCC{=Qo!L^ zaYI)s1@buRc$lwfaQmaaRtNTaub)3AO% zNKJZ$29}SMu5GBMz@fAbUD72AXx|U${ZLDRn;y)4?pG=B>}Py#=QRqm*&dNt*JnHRGcY?ONEWG$(EP-QXw~=q1V(*fhaw{rAkDB>N9%X)9nrGNA zpuhI#J=-hl9qZOP0Lau@n&jS-6Fn`*VIny2dfl89CBopQ&c5AI2@tGK{goS&06wa1&HrK(U|nZ< zCOJLJkKdKS z1#=>VZ7q}D=|%)|WyJ-XC?X`R)v4K^AcCcpZ0p%3BHYTNZf2Sv15K&h_r4Au19RNb zTlPm{A$I8y>&>Sixc!bjFMT=~Y+|Zg#+5@LOHi12^mYggwN1RTl?w$0+GSRES|~KU zIqhHaI23#&D&C$C4gmU@eUkd$oMH9o;_e6q7buws8@u7?0)-c;{(9X3P(tIDk9rdT zx9#4I)yxEdjh(yrjimr6U+vYI8+QSM^xBQzt1cjw{pXf-x+a?F+hOpUPZOz4TA>Pi zSI9~)ZotK1Y?~3%D0YQ8L8q>x9j;(l>-EL(hbsgWn=@<_)KKgA*=f!5D#)-{`|*#z z%835r*G)pse#FuGtYn{;1ETlYY{DrhBD%1#N}H?#q7w@9wUzcE!~8ep{s-g{$CLl$ zN~PtHA=kwP)qk>RLUh;iqd_}VyI}TB%-RQW$nuXyNcy0@)(?$peYVI@KUv(0VvE!c z{qv4cvPFxUCPE?~Y|z9VjRlwMHfYhk%;Bq@H&V-ctMH$ZH)4qdN4&ZafvVRmESE|m z&}z~VpOn4cs6kv3S0`tKk~#HrQ+InKL&uWBQUx2tf3{cgj)o12l`wWyHLyYDf07@I z9Pmc`_P#+*%HBvy$4Il{unm%`6!~7g-v-eaTxWE|F^U#Y)wr?wTP*h9Sh7YO?m{Ip z6V^ygY~XQDk2RXu!2Z?OWR2)~*D`O9d!fF>jdhm>y%3KLUw-maFBBkplH+WcH7e)K zc;D%W%@ef0zH}JV0UR4C64t2ozhi5*>sDx@$~CES$O;Y1T|X`2>xFcdris;tUZ|B} zr{W_RfwES+1uZ!uQ2xl{uSo-*h<{st4*8-dsuhzKsPXeeJiak>BVJFGRpdJoTjhZk z`HfFj?e{>2+8K(nBLvj3m_4dSK*v{*@L>og;vSf9vGzuX9@btDmYBOM$6>~LPPAJf9>MITMV zQT3x&IU9z;QGk9YYv-gF8h+@Weo@#5@m#e#{b3y?bv(IDJHIP)z zW=i904b&x0Z9lW_h>{;FrS&a2qQ0xDhd4huqD57yChgCDXf?8OczDPWariwjlYFU; z3=wl?AWZ;bK%KuGwRU*s#4R60wVoVj=G`1ot)YPWv(1jETwZ+s<2fupQ>OSPWnXl@ z(xa%;JrWIn42eE39*LxUWR#K~d!xAxypFq~y-~iXhBi?Vd%u+U9R+`Tq2wQ1&t{K# zp+(-9ADn~;#J}N;OG97;YJS$@@Z2{7Ejsk6%SFbbF8+7cFTEm=<f1qhWO~dGH9c{0 z`X=Or==im^&IWB{ct%L(vi4zA-rim>Tc(SozU%0je$z+v_qQa|Bn;8Sz^+47Gb0qM zfcK4vHb$-US0n86OpqGC1nEn$DWc!oa^Tgn9rX47XuIl+QB#N9xyJ|cd;50Lw)jAU zPub$$PFw6=PcZm7WDBj^GQ>pYY@uPQEbP)BTPWYNony(<9C4VoNKp3MLBN*wH5%sA zkYZ!seaa5_-^q)bE@FJNcr7H+9!i=T4if|&pp~WjXe8MI=y}w_0~N+-;hCxFD%tUNMilT+r&)z~c3XE@;AeyP?BL10?meLPUpPfCBt?wo4ls zAj9ZQ)i`kjRPKGO@!xlSBqd>49Kv!zI{aC7Efg1&g`3&u8s~z_UomCQ_+aC{cQ;rX z=%a}(`neD|Nj)1 zc|4Tg7sn|TN<^VhqD3Wy%KjNbi={$R*-Ew+4D*apw#;CxvsepR+9Z*sl$Mb;N~H*u zq(tg#i;%5;&+o7I>)hqsbI-lcc|P}#g!7$67aar?G0mK3RVISY9Q93c{&tX(THI*w zYKOXWSr=U#?68B++@Z6_4r-07FB7}%;4`SNdy8aevF)IC76f?{?z4`RLlF7Y*rW3& zY2PbJk5aY+_s4>tq7!?em-jus?}sbgSxWo#Zn&Z`hwk%%aK#_@-DfA@3ZM8*cUu>^ zLQ475`fqi6kU1W@s;$ulw^bB&af3YZ*ia#^_k<@B_oq6i`FP@Yq|vE!o}TD)OxrHv z;fc=b%Nf0HB(q~}ZzQ^4s60{jYJ>|e)^_RJTYG{gCvoVUnI|$gKQW5a_k?F+^mS_; zD!LnajJ{1&oL0T^$5xw)=%_B2Ub1~hh48Qir#D zVwGLkrWd5&izbyWl zC)$1_jA>tVMWL@i+_ii!ZnU<+ z4ZI-Kez{yo*9%rgp_7kFsK}mco$g7lb5Z$999`TCHMNru4~%%C`2M2ZtQK;=O{V=j zDm_v0cUeZ8I~B6*%M587D#Xj0UHbK@xHv)Sk5Hpxy6A~7Z7CHR|Jq%pC8&s38TikA zHWhvrt=g8;0eBX0vodWw0Fv8J)a^2-L80SWdEz!2W?$~zq(a)dtj;Kp^k96IipbrS z8H{I=u~*Y}(%|d=SG&fFhW&2+XLA1rpz`FYIIa*CgY#Wq)ArIZM<=ej){cgyKVy$) zUkrx+hbW7*OTkz(9cc65axj@6u{mai!RVU3!c46w80Kv+jS~*hAXAgp*XKe*&E5e~Ru|8tNYHzM+#(1EuSF zxl|Di-(vFHYbt2)llShd^P?g#hJN_Z15f;ljd6@%QgPqHqEs`9ial9nZ|9^_aWghz zSyc`dQQL9{rY}&@*P>~3tB{I2{2i0B#Z(;p<%Cb`yfF9Ely8lO7i#yt2yxRP&owgR z+Vo~GL_ZM7Kdhia{fghAyi(GC);CJqI1NPIeXIIhDopFGQsT*VERMaNE1pb+mzc!3 zXe<>T8%~Qf&@h(f<{kNhhBC>HYpo=2?`SN$L$-G#}G@amr6*TXhs?m2p`ya^_MZZkA*8Ydr$~WOKy7BY(^ld zWbrq-bOziiGw;S{GT^-Ao|V=v0>w5_`ZufzsM^{on(QV(BuGSm+Dl*wd+T+M0|CZ> z(`Nhq1a6y$&0cko0KLU#`IIw(8;vW6UbzuC_Jb7%an0wpc@mgpswB606WBNQ zUPD145I^s)zRFPwM26Com9TOk?3wpFN~r`meOs`CMnEfP(f)Wkf%!Qc&mjhZkIjUP`ak3IvN0citk3z_Uxka=|PD_q(Y!aWMpFeNIk(YywaFd>Ulq z2^_i_?@CV~u$7rPo{&humR;3yEQvr$t5Uv6G6DA{r~76c0@=}4{-IwO*ql>eaD>%;rye}=?>hrW&9;mL{AA!}p6?RbY%(uOVy`RC6VNzes8pR#uG{tSQ}iVQ zf-PZ9Zc_}LQ~IrRsEo{q?A?bt^Fx47iuG@v5Rh9YCv>2Rz}bXfWeQ&ju*(Ld3-bdJ z&~@SQp3*?HDcn%1GV{UCd&aMRJ`RL}p!)Q9Lm(vHp3o?53Pe>y6W8y3Aeznu9{2AE z1cS2Kv;J!!ynZxoInxt}r|_-F{}Bl3ykt#S51!w;>GBX?#+J!5vOy##&0qZt9r3m0|Tey znti}3_{Lz*4MO#Q>&_U91;NPcRGrg;Al%_B4IY#Xg51Wla&0m}$a^v=**)ch!iEj) z-LrhbZS6@M3_60NXBV>FUoWXMFK( zsc6MemM`{nRSt*U_l4qjN5|gpzW6Q84RcpK2Fm*6J9SuX+%=3xQ=0|g~%e`#6MImP_E{0a4gV5&DIb0Vr^Pbrgpwc zlHLTp7AdcYI9CV_q}ECCHz9BF#SgX3n?U*MXgMaQP1er^33Co%DZ~4 zwZCX%k9pm$LJmbR6k;E;={QBu*~BwhF3>@Zg*a7unJ(P*6_R_Iy67~{PmcIYGT=en zzxyTvp*L6FWNb7MWQO+Y=>$0leAYi}FSK(I2qja!9Je?KxR;e2h~*9f_k)EeHD(M2 zkw2dbmsT4JYC81p)bo-4N>XT*?${hd(w>y{kkg0q;%BABV|t+I z7*Q6rlhnH_`}L6?ItAluCfSB$98NwrC&~B@w?FyaOU9qBvdwXw9%}rEUw=oof-Ck% z%2dW30aClg7f8CJCR4x0g})WbbNBggAX)P<_JczHRz&7qpUk?q74CYQTYnuj5=5#~ zQ}gHPp^kE?Gg;Xkf6@kL)~t2My%h$&vvl3z>~~zU-^Lxv&gT7BCJfNYo1^C6VFXH{ z!2@y1W`X;E2m1cg)e&?qZQu<1?-gX`QV(xhw^u+}C{uXkvZjFI#I9}}*AUbQzg?ck z*ANIviL8ENMsj<>x$NH?1wvnhCbwPND4=}QIJbr%ZK5T7#)G8Ox{O*j*{&qDM$bivxk(iBjJE>(PH znm{=z{(X0)5hDN9e2#x(02(KQrDx!d#~$}qOwMtK)`*MIpIdIY5#Mj>z;J{6n-!rF zyWPO$%{UirCAt4e+JlX5==G796en5dY_7LJ+YQP#CE_XuZqWT@b+ww*Eo}=DM$YMZ zfo)=<8*c1{!v4~Q-R^FfHdtQOveABivoYcokozdZJH+0@O8fVTY z+i5nDU$Wd_z3A+y)=@9G%MCy5@bW@~|LNE_o?eiD@Lt5r#S1sgR@x7c{&XETtHdgi zI=Sjl49$*vuXFe~)Mtn*|8kEZGNj*U=%Fv<_AaUOm=lC0CfIs~ zABbVYpkTH2f%tlBZ+Uwo6@t_M<(IRmNEZtkx6GqKxVbE^j!uIyZFR+ptHJoIXIoHU zN<*xA=7QIe!I)@L9}^7>MtBb6%3B#496evF&zna>MMKnyuajimebCrzI~0WAufm~c z^n)SW_f$`-Jq&5_H*WF0%_!>kvJ1ZRBIceL*GJbF7i4r*)K8qQssLRrDa`dqCO$kyL9+A7b&ng%z)E8u~ zc^d{*jr?_2uY_Uuer;7fdKi{Wy)Lf<5#XB zr<*PK6#+8`oz8-h2vl_RuU%u$#CiwYpw$x*uw3q};V>Nm?)|WbfkmOXz1BLsyCf7U zrg) zU#Ug))_XeI16upmw$rh*VCd)wD-7!=hoVPg!mu;FXHV`II)c#oFw|!4+HuS_47sm<`xqb$3RPlNS2e@n zpAsAtxgrcdGD`03To?x73$>S`r$SNZuu{FNClsH*xBO%@hN8$~TY~YtNEozj(ySee zz%KT4-vjKQ zVeqJhW(sKsvc?iNd?)vPU?5AKT<=2FWszmenPmMBePVr;%>Va_(oHL4@Hg~5eSUK^ zIxZQv*#$&n;JfcooD&;Hb!NByTVmm}*Gj)%C=T5Pp~F4lY`js<_Q;sWMu@zT^6I=; zxOrupzP5_RX~TJIXYR4V__p)1@Mr?~;pP_YtqHg_NA27GrwORum*Z@9F9Bf+3-37I zN#0Y`AX8hHUD+flMDy;2lpnyP@?Y0 z7aiDdNJbPaTxCgJ&~sF5io;imN5wXr5iI5WjDNRLav)6e$j zZ?Y3$dZR>1*eD6rZ|pA@4JG54OhJjouVf@<9r`Jv$%E1=b*~(fuk;JPmj6!1t)ZMm zThi}S#T5hbX5_qVg)7gtC806e^Rci+64JARUD_s-abB0sk|N_dx2mFwGLww22}{22 z|C``-}FHr0xC_Xidhyz|ng$g5=^ySHvW&ldwpvVC*kx->%;9Do>aL zn-6VQ*KOs&Ou}UKJ(Ak`Mv43Nc<{{5(qB85gI~oT{N3kqu!4F0$T?9CZrwkowq;)u z^zKV6^C$Dw^!(@ziv=9a&Ds(YF2RB0R>@IAV;*Kbjd5)wxzD>^hA`pbNcp$gqtYDo z%G}&iAj3iX+Q2k3_as=B+-Z$CoP_Z4*Vhload6xqbbXpU2b62?Ro^V-K#Fp<$$J|Q zb9yE{Ma_9QJ5?uA_n_u@w_%Q4E?&if?9!nNhj;Km+quBGc{>j(zZ6ckSnyCrAFg>V%Yk`d(^doW+%>n{sn6Mx zgyLt{R6^^Lq4lkV{&5};7n#dbSQA_n-+yxI>M$3xu0_ojC&~66pYwm45<7G36WQ;T zF%mg7n2ZDcemN@hxwyH_GMJXmNAn>D!}nSW{;F>u zhiM1yisfN@a;sW!5f4o=X*cr2lM!SpOkeGujPk!q9%C<)pzPu(wDEExI3_LEpUNgf z<!n}~C9QMBjtZ$&=DJgp83d89(Z ze0q80!e8hyGrr=gG0$x?tHgzUKYT}>exAsKDT#FOr^T~Tp z88(zoO@^{nz4E?UJe*omVdB}%!;<~6^K9Spabj4)!gq*|H+{7MyA)F(*k-htvNr{d zd-$5mU-6K#t5?!laQ~J7vDS(hhvsLaqp62kT}1<`2r^f?C{Q*#kORg zc$sB6)?BFlRyHzy%18WX{Qb&Kfn3JY-Ni%-7)~V_F&sY5dfGgAaDxZwwe|ChNIt)} z7^Y=BgvRKM{vGGwx!up#U(J)jm$xG3q$Gm*O5x@Foyo8XzGHI1DjC7DieIi&@i4Xh znx%R*xvwuDE|xstVTXJ*x z4r^d77jw|=H{Xl{QJ(Fo>n4e~qHR06TO>O}ukRXi+uVo$huBqICt zl`B5G6S4EP(iOcZ4t}S(IrMDjU}eDN7ov+ecvBlK@zR!y4!wCCi5*<5Ygt=*Z#x%X zj8y3dN&A|j*S>5kF1UGW+!C@bL|xpaT6vIzY}5LbvKL%X@0|TzL(U)RbN4TsoeaA7 z>f{j7B%FHV(s7o}#+r96cTYC6p~zRi684LYgp~oq1>I25FmDRquY8$3bzM z?aH|Y9Nf(s7}Fn3!orC=8iqR)F|FP5eAX})APvxbUkKn_eEo#lP1bm&C|(8SzUK$}Z-@Y4(e@3&*%< zUABJ1>xDe1C+e1uekaf6%>7SK8@NdCe}7_IH5U?N^D}<9@v$(pyLzc3AD{A z@hrR3&z8qUR@E%|BhlpeU}NKB1Q+LxCCWu*_?VSoG~6{o)`9BbFW#Sdn3$B;pI5-g z(MOs)-1vOV4||^ZE`jtjuCb!PGX)nmXEmF6rQp1{c?V!^zYBsdhCf z$a?g(VV5&GPI!}yq)G~kZJgefs_+qTjN9itkB`DVkq+biJlqiDN%oI%v2*IIB{iRi zWvwn=S9JKGNqjq$mBWWBC8H|sBOjs_@0LCs<74URhZWZ3_s=_Ee7|ll58nn0)W_8L zXsFXQc|XI4(uR-LI=}eP?CO4!*2qWw>5A@;seF`f42bSBRn9CnsGHz`xp&j3CqPFzehvg>`TJ3 z)MzZJUq4?{k%_g;@aDeRiGshIwC#UJ(*@@7V$^~$Pv|bNNRb&#hqcr0p{%4-EWT@> zOI+c@x_s|?aX%j1?x*fZbl|}~+jS5wmNw7?P zY9+Q%B=m}$Eu#I-fUA4WV(L!{GIGEF=cycpq0;Y~(yOD;lV~M9q8f$Sjcyf5Dp8Pn z#|->R_RBFCAN!U^A#6DL%UY!<$jlRMuTqG@nl2y9{mY^-xTM%bj%2%g&4o^KeC-Fy z=Lw@I9Jp||&o(*=jSJs$Z^Y!A9ra zCAvE{d7!Xx=o-H-0maG}kL{TD$DX#;BC00?u`RJ`4Mm-X>UoPknVS&^S&$>!-bCO) zgU8sGMRbIJZd9#PrNhYW`R)4EbXZPBB!rRn=QRP`o62;23n+X4Nr{evbLVAhmeJuS z(h}w_M?@ZbhNy2I#4J@$K;A5^kfM-SS5=}a>VJFxw|0r$viqXSAF#TBSMFW zBx8l=%K% zVskQX4iI>3-5uWlAA!F`9tYR_AmbOjkU!c(pypdxRCyPH-s{2*>%S0?3tw3~(m`O_ zFvL^m69MBb^??H)2|OI3+IN2-pcG+FNq~= zRlk&lc|%LANI|2^4J%Avo{5Q%#T47sPqaN6kKZ4?8-C!URO6q(` z=|yhuM45Oo&UUbvh=SPQ!HxfZMdlYV^f2k!yUqCf={VRnjqffCkHx~oTX`AxSa|-s)U)!^8KiE{=~H(LMe`%&vvVtH2nbC6 zSoy>UloKY5o5R)+7uQ!EIh6)C1L-@Sqz?P?M!tVYg9pVkiFa2J`ej|FU{aq9y58M|qX^w=s-OTDK=WzI_7q6(!JB_Yvqp$O|_^3YZ zHk3r_2=|rKrj?ll2E!>ZVXcI0T@pTj zwtcrOCK2aKUp^~*8joChblJsxHd<~uy<2D=1C=kLo&&+fl*fM#?*7AAqw#oNW=J62w zFz}!smxqlCs+)T_Jp2y;0RR6K*m*ou-x~*TNuneQsSpyS2$AwtAB60ctw@p(N-0bB zb;#hxj2Sc5tSusGmC7iJN+oHNBuTO-B9(sU_t*P%&OPVc=RRkdduN$>XcAvK1Hp?b z4f}{gPIHF$GZ~PLWVlUaFd!pbEi9e4Tqzw-J3^-mCDSoX3&@V)mEg*SmTKX}>1b4! zUC&&aj+&fJ6ZJ1jppz6N5O5+L0<4|P^H42s9s1l9WOf@rE7~RY|ysbWz3h1GaLo+Kw1K{E9hQ9t})nQ$0s+@l8?yn zE&h+kaxnIBgJ6(C7J59M_KJmNA}7mLp0=2UOV($fh|Mstu60nSeOo$&%EjB`UQ#e_ z<4LbvmI_L4Orm3c4x-D;LqGE8AkpY<*g9f^+<}JXkQ97%?Ytf>M9SOu+^eKgAR~~; zn>d|7-oH{m&#QE(L$=A{MbWr(jfc){lS3lCiX@@^sRREQ}XE|I#tWg^`k| zR>o{Dq}0!po>Aa{bt^_b$SV^!Rvk!{>Sm+Txg!1siw&iYBO9vx*-)%d)aCbJgSNZU z{Gl5gdhC_-&->Z9S!@}rNsJROFwb^n38-~{XJ|9AL}xS z+Reu6v%(vj9ogtHv3{sYygb+;+D>$N?3J*Xj4#8DPiCE9!-y8m`hAv-@;<)UZ6cW{ z7frpjtuhlG-RqPxGHB5Ja@y%h5f{r6lQafMUbO0Vn|m+Ffmw3yHibE-;qNeW+zI@Jv`<9H%rb;H34m9^XJj}%J>l&91PBW0(pLwpW zC?7GN75(bj>0laY2=5ch!!z6WtApw&B+C^z^9iP++`Q(CXJj_Q7qTM$HfP~Vs=(tD zTeDDNH!Ib%g{&i?hdRpPT#RR@)_>nX%4(IjR*Z1)vy`*w-5Cy4eBL#2Hga%E#{P9m zVJ6SDO%`_E{+HfporM>Q!HrTxgG18#DOOqF7b$u1e?{}sf<{UG;{4UiLT$6~ zquOX*_`WRMO#WPWI4}!R|Cx$KvM09OMRSvf;RJ&5A1h z9Q2*}8XSHt2iK*41xSnLA~(jCZLoqui_qs&Gg~NBb0c)VgF>BP+48e$y%8YYitdsqWzAYDLW@`p~G0H{T68@3=?YZ!LFDb0xnG61vZ4=)w z<-$8Z|4z%d(`Zm?)y)5w2K9{HRSog!FyAAyUaCJG@lp53L{u60t6MvI*_@oKeMkF; z9LTv_e1ehVL=>^hxFmcA*Z%qW_&PJ-TA;&nCPqw0Oui@eb81H;4(?@O=RMu4pIjJl z_H%kx%dv+#mswVa0zsy1x5TkGEB<$VKz7}&o7y|?I!s7nqF>wC2BMu5N zVg4y|@x=#B6gkPBPkEUEr3`CLnm8L#4f+|Yk7Po?uE{${HUSNGm*)K#J_U_ev4RQ3 z$!NRsZ&&mx3cXMGrn=qIusTSbSIJ4oG+SfKJW~egXJCgW1|&;ebmnO?VHL6a!n(cT zJf)w~LleRom|iE-hRO_l8&zAswU`APhcB67pUAm&(k+7J!U12)eEB5XjXeDhD_`}g zYzR@aMnBEuqVLjx|3^+RPSEbSR$PrjjcTa&zm@UWRJ^{@F(DBlc`hrpJ?Qv-!uV3# z&2}Dz>;qejm;`Y^u9W;mdtRf7coc{5NavCR9^+8)z#Z zc#VR1wRnu;B?|4!-L2N2qi`XJ{zJQvLe)^u(5GAq{!)pIpA1<8$5L}+b4=f$LO>7-xTTn2?ekpjMoGz!!4DvRw;Q|P(tIq)l$ zg3?)5Z*B?&jX#qE`pFcI=CnU(Pom(Z#`QXRimd0CZPAMpDclKNbgYs_@-F(p(K4RG zb|I&&Ut=kxF1212A49?Ab?*EX(G<$ue|)crB>Thl>08GLGERwX-B=if&aUipr$foU zxV$_~HH1Q|Mp^K~U<$&=_Pe?VQP6YPYC01@LE*f*diDtlCE?;y8;?^E9e(xq#W4!3 z!pJXvM=3PjUHnwokAhQn@wL*!6b8yR%4mJew>b);~_Uya|#fr9-Rd*9jiByV@O{pQ$GSavqr zLv9y||H|)AsXHjR9+{*2(V8OXR7Ua&E7H%BndWUlA<}@6^V*EW_a-;WcRPhiyYoqc zret0pJ5Ti(Q<%B*K6@4^3oj^^VUuxgiif(KC(qxxlbY*#lZ;<5z0=>|G-U6~lxrtuR&yHCZ#D|Qa;G71$Hd*U zhiQ;A9c3u^(NMWPS3~az4Fk*GbiDVaLEhvs>!c42{MxtZ!rnCOtnE^!d(rSVw$FIR zgN7#SUuMAvY4C7Ub^djL)HhDZB)O6C&n0}8+fRd2zHZE|eKeG9x@Y3xLPL+3q1tz6 z8gf#M{=8CiBbA`4Y4qI&zARbUl4}Q=nsSEgu@_eXSeb+KdG+~ zZrwi-3Y%Zs-zk0yg+N(uy>C+}YM*u%9H|P0|Kqg&nxatX3x(Dj`=T? zuATq*Oeo~ScW)D$3>^4-1{{6uRH?At*Cjt4&NIF?Nr{m{bgZzC`|vHM1^DJ8QGk#yCU&3$}@l6 z>=Gsd3ped+~>t zY=4R6hJx{mlgE?Y5oMaIW+CYT37Oym{ZvnA6a|E}8yKUu zQgpy=e;i3KNg1dl^FF10pnug#$XT3t9y`aM7ZG9q_Qg|gUSI1xn}WUWJcEIGIgA)* zo;1%fx+&U@mu^yC6*FYR<2$r>yYE^{p4gJeiwzy-Jo)<<3T1N4d3DMkn$^yk^9%~+ zzw)?i&eMng4g9MYJWb` zg4c3(dg)aTv9-pc?~(TAB3 zX36U+FQ00DZOJPTbl#$I$BL)nA>v@Du!HBeWMkdORkplM8w4v28XbAumk#4aW$i#vkL!T&baH{XL1PMc?0D5eb6C;#I*cj}Tt4*e7|m zhd!u z{ibbqgMG+)nd_@$-h>>ZQ#)#=OwX+Yz~NuLlY?*x$4Zaf6F%y2(HC z&d7Y&(QwS>6bv9DdyOW~6LULfOp_<)os9H!i?lQEW8L{;)udQ_+A4A2&ZQV6ZZC{E zs}uv9Ny_e8Wi)CZbRE2SAQ}G=tx)Y*qj%MJ-ILRbXvnvw#=m2sx$;P>a^QWr2`Q$HTdS@VL#aHw&{BPlZ!54 z8`Et+wjwxCQ1&s6e7_FezOr+^53hFF=X9sR0G{&NtCy?<$@}}L`o-+hR8+h)ry@N(65`1FmWK4NkT}eEg-G8G zj>Gc9Rs2ptaZuoYBV!jBhg7Az*S&~0OXcqPllsExv6KeVPEjk-ruk$X+8x+g+ev?& z0y|wj;`aqL;|-*~Rg(XWFtJZTt5%-0FE`jzFG>2}NId<1ARrD=Zic4CCrBJynuU#z z$KimhLjT8OabPp@i(QV!;d%BCwF`&i5Tm-H^6x>?K6%95$|erJ{qb@p%i=J_JUbm- z6^p<0fQ!|CW8ij#3T>#T4{i*z0PHQn5wqpWMBTDG+^hc)MwQGU_L%Pn}zyjJppe&S`z4Kx7A>s0sP&AF*7K8Bd!NuTOYHTokjHdnzq@-?;t?HpwuxSR*hq(m`zE!LhjgsJ z(A`t~fR4jX$-6E!(9v|iso-)w9b#RplZ)=t;dSk6X8b)m`2FNgIo8qf$4O|u9FLB3 zn)^4uze~p&i=sH{4jnrZN1e5A(-D}_9ngA<4yoDJdyiI=am207_;1qDHFQrL*Xgil zj_;Utg^sQ79;lxvqvP@eUCAX`bUaGTiaH)d2YpG;tZ&+MNLat0qw+KfQY%Xqw^(qI z^fqYkEB{lte;3&9t;1VO^PpJwHpXG# z@8sGvoj4pD>C-q!+AD7vy((nR#`L$$XFX#u6d!l7Hs(L@-~?w{Y?Mt zf4G;(5)g8ILawiI`%r&Mi>%W}@~b?^d#XTq*d?v+v6!jUs;L-a!P9y2B6TMQwW1aC zpDtv<*z=}pT|x#Fj5o&pmCc;t-lFauecUG>#N3^ZMJJS|8(^it`d{U8Gz6;-36 z0S5H)x>k?&GvG!mkl0F0C`+83`i+4#-y+A~^)aB%_};5Rw2XIe5Bf^(Q>^%`zL$L0 zd)eF2A;iq_o||YfxdxB>p!2#_y5mdg_cCV7)M%eHv=CtJ2)es7;x2e z?=~iW5;&xn(?$B9k+dKE$iR=lnMFp#o$-2=>75M7bSW2heqi8A)}+X4V$I3Nw=FtI zKHfL_cD6GRyCnR}g0~D5PAqU>w=yusH>f1~h=J6!u#agq44k~P;nAW6 zh+FaezwvMeN;c{J;`uP3>HM2Ebg&eQ{Dx+F?HG7@F*ulM!@z|*ru^$I8Av`@Ts~~Z zK&JNclP9(_kl))<6Kl%AYo9-+PfZxG=}M+45hJDyHrnnf#iW{=`q1|O|8L-(yT+vy z4(=tHB|Awz6l0HP5F-NlE*0)zV5Laj$x=Ns&raj#|K3W+&Y=SzS|!sEqoiT)^*IIS zd%A57jGscAlhhWypm-$8H*y?Y3vlB?+mA1n`RG2?)zm$ngXoFyptCQtpmDHxPuL$0 zd=xJ>E(^~D-wg-XhxTkd9Bk8D$YWt$g{omalZDf^&sn=tS+FfuN@S(5aQ?=|!$!oI z%^%pI6bmZ*ei=U^?dtrz!jiIBc+Fv&oH@gSlcdY*r^PIY|6X;suat$nrHefS&$8hE z-M>$f_(eqWP!y@RvMfB%T*AV%hQvZCqH|8ftpEQna^l*UuVfJmKNm+{_A6kaBxtM3 z>Udyn*r(xfkIq8et1kfyi7GjjQoEB_m@saP{+Gyt z&r7v$wmk)qPV{r}@Ml4ATv_0S0f{@f*L~mn47l$9ntxL*15w^Hy6g3rxHV)Tc0!r~ zD#>j_l4>3>DN<&Q3MVLM?bT^+#1 znV8?o4z66-#4v6i*uzEg{d3~NySdPC=)UjZ$c4S@tJ(?&E{@!a&ow6|cnekN5Tz+BnNw(!eGjikSx4XD- zzx=dKnfQ2#Bs*{?7t#>tzrTZvYMP+ILZaT$8!0X}T=b^N&M&j(B82bWy-6!B9{M`w zn-EPe@=`M_xflzUjrl}=Cxn=t0qcoYUK_n5&ABK(;^z9qjEk~s*BqA;JKlxvJhYvQ zapgpd>!w_^9P8RPoA|m$NPm|J7Y&0WT4#*8c&YSw_0Trb-}aO2f5hy;kVSMOF7B+U z7kpz#@}cl)T8XH-{_F4w11^3Sed?|Q7r!>YeJx5f+S2maWh)onoTs&ATe#5K`tr(@ zKDqyv&u2}E8;fSLS^sg7>$57YTaS#(b&S^_>YYeG8MT>ld)Yc*|kxTux!TUDS<=I_d2VSs$2{PZfJN3Y=`;jX`75DF2 zPE4-nnE0r0(eBZ*`KB@#qBBD3bBG~yLq)q)Tr3j^lPXl=Lfh}kypfe$TzSwxqfabf zxbjD`BAIvVydRV(-N^(OOOoq;r{)$(a4}WJ`#rLl3y;3Z zku5~uRT@1hi@1<+_kR0MoQw4Qf@T$BXZzc_ATiQ!iTL&Ug=9b2nO_hm#-_#Q?HA>e z@0DAOiUnLK35_NE79sO&tQuxcTpH_slrx`;%XhQgzs%!e&vdKf2I4&3`IfQ5WFG`< z!*d}n5-*2ukR_TAT~#?emy7wTgUfFTa`D7VNo+1Lsn|upVGdcBU971h0TQ>&)4|c% zWM4SV`LvbjoVn#yDnHpjFM}Sn&mzyc@Y3DY#Qj#iRl$7ZessCB4gWZ}_P{ZF5z&=D z?X=qr2lLPvcj+$&*Teq>{~_o4fok2u7DUmBWBa+kIjGS*Z`V7`f%nm_?b<}Ci_-dW zzc^_4x>KWNih~nMbR{{W{DFJYM>95;d3`%mQR`a{0_T+o$`gZ3JEr~KaBwV6V&wK~QeSKJS(unRO?$KZ z6$i6*?>;GQw-y*bJm)Q2tU}3@|4(_Oi&VJcM^0TXIQl1zZ{B7W9BL}A03SD;|l6sy~+dSfp zen!)t2ON~hJ-&0cf#l1LziPamgWXs4N{xvB0{{U3{}h;cTuomW#+x)DB!mWJD2hr_ zQBNwQlqjT-NRtc=2vNGt-E-<*bxtYGDGi3uK&4culr$-lB=L(P5h}d<{p*z|t*&l-3{Zd$*?~!q@OJ-p( zZ_W`}!oJmtN1T&b7(NbkxpRfZlS$JYgb1Au+gMvAvM}nJu{kM$#ioO&)_%UsqOsm; zh8|%@l~7J-JkfdJUu|m~i@y)A?N~@y=alVrlx3kjlvz~5un2mws9cm#Y+GQYO)QIr zR_y_4F)W7P)vow^OIqpDv8-kmKGPOR|I-V`MA)Cj8y$mj zUD(oOpHv)VJv|Cb)#C8Lcpz)SJ`TT!dY>&ziGz0C+^&y*;=s$BFURqW$FAM^p4QvL zVYO`A+yJ8p#63t~qbC)Koc?p!ld>YwzIxZY8YwOw>bgeD9Z$e==`H$NXStA78(1$M z%SFJ_=RbaCaiR41UD}eg1gsZXx}l?r3y(18DTkkN(bBMB@2*ZR&KsBwD8J>x=5Uxv zL_Zf<%PiZY|Kq|vT4(i*0WQ{EJ@6@j&^*O)K0}_xc>lPt>M*gp$ikQ-(8Gnu%r)%^-Q@Y?li6!ubCI}OHM->$ zd7t+E+3}ZL1f^F>ND+SyRs>hxe8Gk3+s4Q}?Oa$jM|=`(VnKw)&dLxZ}URgUo z346J-ViO#^5dFnlc~svEUt^@7&0Fh*DMugY?$q)^+0VCuC&#bAb0j%jbzTxIW!1}< z2PI*#nM`d^38=K6b8+@eMvAJceSU? zR5p)fymdvJUBwB23SkI*qP|-Vf zAcDq3m-6MdFdBa|C%<dg57 z8V{>#tQ7odq$)S;DnC!7&hNAMK0g}#tG@nYXK8FI5SM4qkokGyn^yahI1VKkJUc}r zNA-^K5faaje-_ild}u@kHvCNUBK|#9d1K&7L;R}aqnF2NXw_xrpE^cE;Ive%^idks z$y~qdM`(9aGd5VIMXn@{z3Sj6OD?Qou79eqMcY1_rGsW{N+{OQK8*+=7ySo%4~y)?!+c}{=qXneH{wTRzCW7dd{ z_8MCnNmFYTp6{a39|y6cJ8ATer+*Q*q2Zr0@gidfS-;(~!f-pu!;7Tsu5C1ycYTTW zwWM)(rO6o?3mQd6R~&De(^&Lue9Kld8or+$G(Vcs@LXFvFK9Cjkx^~o1)GTdb=jZp zo6xv0S*~@rF^#+vywZ^kG*n~6GNTM>YNR`4l$9in@&);$ zpTub#y)6GGRE&nsEc&sMD5=-zzc(I;(6~S4c$~d3$#dA7fS+W)jR{-1T@s*Sd!b_c zs(%!={#4hi|3ks+Sn48|2?`9TVJ z8Yy!AMheO`5dT&F{Z~{^LFbuIvvnN>zqz09eR)EWI&n&md`zJ{u{(0vBMNahZGEb$ zDfmxs-s@0BVWa1kjpLORZf`47V=IWRQ&nfLen3HMe$3y-G73d2zW2MAQrLgg{F&%| z3W1gJMQJ6(-r$>LgJKH4)rw&+3rXCY_ntU)mqKGxysh*d3a-Z8hSv*-Zu>P<%x+Pr zU36te{|yS?R;(Pmc%6c2=}519J_YGlf9p$fDeS0rxVtllLhSnm$-~(c*6l<%l|?~x zcbd1#Rig9oto=0^6wX|+G<8fT->)0j_>)TEt8w4F_!J6m=97ijBolr16bv+7p>Ww} zb+bnzh3o(2l!zx#_;(~bB_p1KS%YziVH}w^x7DqSp)gT7YVI3L;YNJJN|_iEr^*hQ zn|un{iDl#FJhI+@9q&Fw5&a8=Uvp?O->PZ#0*chd*rwdFNDAsbt(W&jkonrj(gnlG zd2wC1B8Qy6qGiJ$cZX0=RnOTvDVXGe_Q}lWP*}6IVXb8#g~LkLHUj|^HVf_C9qdnG zTujtn^a6z_%behU=ZFphqh3dRDZI8jyD`p_!fcNfYTUyVG?O+pids{Mub-XUphxOx zqhz@20t%L9-kKH?6c&oVj#3`u!sYmQc;W~ba!+Qm`NO1tQZ0(C7*2=O$A=-}Wc>Bt zu$=yHE;cyMTvtK9vz{$b$)8Vjec5z!*-{E4_kN_lSw`%dK1%W@W5FG_v<;MqKUY4C z3s0u-V6*e%mv^{`brLJf8;wN0$iif!iU@ohar9lM6pq`6vQ|cfq+x}w$paJPU?iNG ztTV31LHQ&9Z5_g?2-xo4HF)s?3}##o4wOiNDqN2g-aLi9^Jh47uXusJJV))#zeJ?g ztUTxUIsxjny6*i8ZP1qW)-BgN9@FQwX1_dY{UG@jckPOw49c_R#y8Z&Vq3{(>Bj3Z zSSwgtnOAoS_19dEURJ&YC9_y@&SO4$WX=0ZSw5z`I3PABn2+p;ecQSId^}f4&|PwY zkE@~W9>>q~(USl4Q-vQNLyp4^Anb_m*(geAI1o5Vh)_GmJ5iEQq`2= zA?2O<_4xmpqdM^AEFbCR{vT}!)6_qlxpsyR+xq*hKYjVwA>ALjk??Qh-2Gvv$@5cl zjzpj0qgnNI)_*>HDEM(kAA0gJQKoz9*AYJSFKyiBc#sdJ+VTU3ZTPS$9hsD2#7AO@ zXodbNK6;l;y}MJMkG(JYN-C%E(IhbHyU8*c1~=CQl?(In%w&<)fDviTY*DZhE8pWZw zRN*OCFb;jX-`1ADXTdqq~@_&;;?dhT?vko4*{ zJxS=S6m!>^(Au_P(N4m-nlZui39Hk-3Eq0a!gl>9hXsUz3p*yxw6oaNe1>1w#$x3v zg(_LX=*QiK&aEsG1A5pyEi5jHXK4!&_AT$ayp7z4_DY+LCO#+k&LdBK2AWtrx|Oq7 zhj5-q`FQX%7WNJmA6gn&thtr@av`Di#F5714J@jBBOjJMWx=1fyLd98?125vJ@qU$ zbaq_Jsw4N}V~5j!)Ut^1ewJWNDCr){=RILz8S^&u&0}&;{JYjqjj$(C?!>uA$;>X@lZn6cxbO6UU?i%LVB+RDlOF;S{ni7NdykbUBk zj0z9yWo8$es`6mqrCp=Cl820^fA-0);vrZd>Z}c+!E;@U|Bu<={WVeK{V~Zj@po!G z3~`!2s}mkATvh5wzBda0{3&NS5A)xN*Iipec;$!aW?3G3`g{@=j71~dtwt@rA{xQf zvWD{yM#HcRDg}3WIbq z1et%Q>d83MLF(Y+SSSupGqQRVi>E(2G?K{g@z;<0!v?kQJ1 zxTYNgqpcq@jAvcK^jpKu4{CXMsqAw~96;D(!t5-h@mrwc@gvv_CR zH1a}>#m&yum755kY`x~DK)6J@;?P#Y(GZ=BL4-D^LnXoq|Afx>*-Tg(w85@Hl*QFW zGGiKq+xlI?Lno0sH``VDLWG6qG*_RcglcNO%|5~`G(Wg(tP&!>gH9GI(uB0#`cIC6 zWWSd;q!kE|b<=In3KOO@1&CSyW6=KKf>P>V1}*moKaLh>1TYAr-HzOjzXm;1g(y>h1{2y@3wRe9c-fmjlZs@}B9rp- zzeEOk`#-N3z0DvevZz(6p24#CZ|eqM6Mt7kL}w2$a6WT8B5jy~?I3;!erIrUwrj?` z9}MWNGi>gWv2CgHB5A^0d6A_DMi_KlRrbjL#$a^!eaBJqU3nhwh#sN9@AM+SuM9?h zk2h3&Vc@!T-X3v64d=Mo)+El3m4&a82N_KN?G--wnL*^GgQwRKE^${n68?$ATQGL; z1@R{%jN`h5&?Y zKYy9dmkdsDpNlUe6o^^z$ETBlP=DC)!wv?gcD{c&MYl5C5$`gmdms@Mq9CY0XV{o+&!(X}?QuDY0T&F*q(!kpu21qaAJI-qvF;Cdm^ z#p~kG#9gxPj18~M2}OCnNW8;9MC8AJLu7v(s2PefA#~oSpq^O3pm}I-+{i7mKl@(3 z-%RK)uQ<%!WFR|b{g?MQNd6kV1~mzL)V+m{UT2Wq(9>p-&!Ba4(;V$w2BuRsnl8&C z@pkr?Od|WZzfqxIJ(kq-B@@$ip+vV2Kkgd&5`X+Ys5l;BaL$A)G5-*Q@oO@Y$quBx z3TVr;{iJ?RRaaGnU4yUbsT-9cKpCQ^X6tyOX$=SeJhzc7kMw zmYNZ2jo)uuM4lh89|^7`^Ot{p9;$E5VAl2E!!1G#>TG9w24uuSK{M)CuzoC5rJPf% z2V&rx+^+rQK@2WS{!X8`la0N05kaYh&g1u$j+exs(OM>2peqKm7pmoWtd2#f|GyJs)?eP8a9;bzF9qnlDN(ja|X$$Gtusx0=n##OUluA!s((T8a( zNZ+%;(z-~E^i9VzE@bEs`}yuXX$uyr_YQ2@=t6$iW7DGcT_k<#nbg5(hJ~+%;!u4C zi!1IYf6;j?K4$tHhg^p$ZF7hn(c?{N*I1au-7)==%|eS->t0Wo zA!P9+B8$Z&rKzPIS6LWcvbw#LP?KMM&nJ_`xUPNYL*k#@FQq9n2-D8jnmMGi=#TK@ z=99jm;Q9W#@l-M|w(Q>)LbDkMRpL^Jj*q5p>`x}~zp31=MHr*?$|^94yx%9ax#}hqs0iHv>Q3vTxPN2ONMkxJkd2to;MK3V$P$> zep-YI;qr?9EQ?&87hO+ulxnbYoJ+WLW~sMJEb03nJ`*a9A#~8s)+2Py?qJObJHHLd zRgw2iN|VHeiG9}CqeMkDzpbxcC_M~6u-pn!8>u2%c6JIe{G7eg-)5~Ou zV62xCns4e7jN$r8UJ~(f=sDz+aQtN)vYbw=yRsr4J8G+Hp3?Csd9$Kwnc!vU?9JQp zAT}JQf>IV$pO1i^Wr_LlrbsL(v+u2ZABoGqF5VOCN`Rm8^tRe;E=o%$vqG=Auzj?6 z&EkJtw3?)68_uQ>7k68r#V8RnGTV(Uv?xSxsPLNt3KbsGhk2VR?3Fz&RBu5+G-&F@ z%Iy@+ZJl^pYE8k@e!Eo-?Kp^XH|!tP$}~VNCU|A%(F#rG_2EPn}Gk17Gzin7ilcQ0po51QeR9tfRnx z{!6n)mx7yTjMf1i3KOdv#J+1&C|&=AcVZ2NKFP2BrK>4~aU=DsG$@2zW0r=lq9EIA zSh!Y=!m4YRMU+vw;KeoArPtM`0 zzC%uD@z?6CV8yZvh`3t)Q!6F_JLFDm)=0UCkmc@`z8eG4t(l-Doe>Dz-06mWB{i7>wIZVu=~;iR^m9PFQ>ROV^J!K?D9-l@dj4IA_YbGCEPny)Cm$%+G`qBAnR zmK+4`vzUCrf`h@m@ndtha$x3i^Zi{j4z}MfY23brgM&`pg@c<({JPmm;hTuvAghoi z8#(xJbm(ZMG0}S_wR4{lSvOZp|FF22s8!6;Vdy7?qSF5h;6Qm6c8X&hM}H>wKQ)^SqyV?s;C9 zb^1+2&oL^DdXU`$j#6R0MBbcFl?rMjJ?f8-P{A!Ia^GoXDhP0hbB!ueVQ}uzLZku} zKC~%)7e7n|Zr)pfSay;Ly$<~*w+K?N7>&)uJPQ-R9>>aU4Yp{M+55t|ql z7EbL=y)QxqoxGF~ZDA_J#4W-B*2&~NCo}Tah06{RM@sJ)`z8v9 zemLFt+CZVl^h*NAIto55dj9#VD7-lH+*W4=h18Gx^?xj(AZK~waPS`#)_Yim1Q$`5 zup@7k%%h+-G(KiBheC*x^{1b|QAi(ZuAu%x;WknI-rgA$K7A{StC>Q9YANb#J&A%y zE6rx{CkoSg>pF~a6fA14$sZcS@2Py}ZyrHm{GrLZ(=ZDD`)Y^(4&w4#hd%hk6A1wR)~Gwzpoe)>a>7ggbPu$kJc zUx@ z7oaeJRj)mF!yV|fH@C^vu;j|oO^ga2Rni^a!_Ettmp9cF3$I*{IuU46spheKf-$( z1;Mu&qK~pr@C8<8!%P%DR0U2A-9SNBWxRuufdX25u|_l6Aa3be;()kpe zPq--H7afK96cIaGGS0_EGdPfhLJ@UMp&GtX5QWR4OfMn>P&I^Ia3vp*wGqn{126Eq-~4|1t`u8Snd^*q{)}bMoyOYZM;G7C#-kfY0qe@l3=D1_VhNtV2AvK1D46xsamt^?>u;g7@Y)y!>(+a{ z4rfrfXUNyIX@mktLsW5=AXR`JwJPj#DUrbosG- zK%x1Lw1kc}UN3=WKm&y||1qpY9fhUw3q>Z!@jP65oAUD* zUhh`55b9A}Pp8mvuPO@JFNBS2j-XJl5U*mbjKcSat740aDDWNf*v3#m!K&=r^ufa@ z=;|1EzCDQh)%mj4Ngkia>xcgPD~rd+dpG&E3<`%!xXEeejD7g8RO!V!>-v`vapF_k^Nc3V<3yIp>SmFoNbICUgzRhdiwD*^3C8EDgAN+o>_5tZd1T34fd9Zl|CVjUr zU!Fr?P>9~Y{2KwU&BM)UzYyS#oGnqDL7=wzd)E6Y1h%*QL0l&h&_IrRGEX2Nz@KH6 zGmZec=bx6w7y_jiO=Z81Ah6;|QMME3a*8zq%0c|9yE6trLN`g)b}z zz96s`cVVXfGXnK3ah+G%5s=?})wuczfgN=xTQWW(P&537|41tWCBq{_AKxP|66>7c z*@D13Zr|fv?-0nd;(hY)EdtDE*rm_BLEvz(K+?}91n$15bc}99Aj{p+QnCSof4=Qp zwHN}98i!mh>JVU|?YrMvi$JK$xYy!K1e8n(5^hxpWL`L%{`5HlJg3ypx|JYMcB8vH zsR#jKd6Io;E&}m+E%H-Y2(*z;`dmvxVE3V{zHiA0Jn~x2R^`447w6>vQ>GzsHjMtN zA`aK@z2jpRi$J4K&gaQ!1mte9a7Iw^^X?sDciC@(yO^+7V*~0h`E~(L8Pnbo%MNyT2I%$~TSERDY&{9g^8DnKCky;Zv)qv&xBNC|J|| z?aQ4EF)b~zY#T}7@VdN-w3Gx}%$v@Ui%C$Ld0R$oAqlwRmMt6SlAyYd-Q??R66l)5 z`!?cOz}c6HDR&B8QiWhZ$7DRD+v}fmbaF0 zoRj^PI=q<#i@xGP5xD%~**nAg){;O=?(`MoUrE4c!go-uE(v^FdFC=tCc#OCGxJ{$ zCPMzM-TG%dX>cHjpmK3{9PIg+8OMo4!=kWS~0e3 z$TJO;!^Mg}7^TA1JDME3eNte~sPOuW9tNB=lJ`(`V1P)&cH?X{2Hf_Ix>0eM0U3cg z3q=PRpkJ!nr!UU{Li$G;WjO|frcyC>961c>^7%ME-gYpLh|4kkoe~dmTv%bhe;!Av zfp-xkT>g=t%Sl_70dD2{gT@aqAh=Guk-DD&8Z)0C?UiQ0oADJ!eMYb^@ zQdgtpITHi8(<@rc3HZJB2ct88>2T1fN0zolhpGOo+Xpu3@b-?eO5-{mGE6L5iEDJ2 zxg>OAV}%YZX`8m0%XH{a2sKt+qQh+mts`xVbg+7K@zu2jI=s$}=VF2Oy z*XWC}UUUcM*e_fMvQt4Hi$5oRHw_5c7P@UO(;=s=e&h4c3{cx4^=-B#3O*%sVZZS2 z@s-}}diBw0IO>(!wP+FxciFdA`VPmzMgD>q*86e5V-?=;yekg)jy)@LnTmt9{$zoW z#W?s|oiqA3{VhUg}nZznZY5wF3_4uyY1eV%SWZ79IEW#XtZR_SI$tNGmm{Y z@CXB5g^HK=Ov2&ugZ<9UAHu=C=u+n`4hn>t)t|_cpn(3WD_Sc>fvKuyB4Hl|OvH8y zY2)Wl4ZEXB;uQES!?x)!LIH!IC)dn`C~(}^%lGU~3RGlv1X6ZTpgGWPr4oOSax1!~ zR&Y^(t*)Urh=&49-D@hNxE;>>@`CMV6!0tV(L`QQ;EnyziT|!ffZ~bP4zf!mJm^~D zVc+J9E%)v0u{?ypAD81*f%ta>amUcN7(Ev(>v2kK%=Ty~YER)hF?t#6MeOR%kH-Mt z%h>i_785KhVqNZEgAT?fW_SGar#R5zBD)EN?7;}F)>Lc4d|gzkdhgZC1c*ApWJ`O< z2|7x91pBhLLsSHx$lrflK=^v_>PS5&)Xybed*;dknELpW;=p(yoUm-jeai|2mM$fx zmn=XS;%8(F;pjP0Ryw&22q*Ur=~9@GT+2g`M8KlTc|H_$ zF<}HIxA_+BZCKP~xJ6P83q~j@Wu13p!w5%4vk?~#j1cH#)9{)LBV<1@p}6s2QRm06 z<}UBR>XRSb8e-$ebZSy~bw2WAgdt_AvynS7!f^C6?AK0A=Xr+V<5WJ3Ah@+nxOlS8 zLH>UI=ztWodvx)XN$Wtyt0Qbe5*EPq$Zq4=sb%Gk&DbP|X`5cfqL;rUyZAd`BHcH(Vy%f-X|V?@ zhS*`N?1Kx-wsx3Yxu@@UCp(OwDSl+r+YYmNvFdLhYKQ6cSw7s6XouxmiCBl;v%`99 zXzEeV@pD9Qr*|`sWL@lhw;ksGF@m>j6qk4M9Lbuq!?IS%gy9W4tmyKsORVff?A@VB zA(@>-%-wjNM{f@iQ+_Y6eNm2x`8s~Lc2LFT8QDf|+C+?Ra}!8sh}Zp*@!C?(O5&Xpf213H*8b%N~1fUf%yg$N~G|%QkyV!vWiU zHfrAuTL&yZH-`0zuLH){^(jXp1b+@pH+>l4fVJ8%)drIsu%a2^F(=%9)GhX<47STy zir0YcnAI6flFJA&tCCH`6@8Y}B?RV^8f#L8HwC_+KOSjYYoE>paInDe!o(EO_&SbHZj_qNFa%X$+d zB9nOm%RPO8Ha=mD4NiRACR?wG5x&0b|G_GR<+>Vd7vFOXatW`OHRp|?bSW;;tJ@kP zM<|b~T@dV@=*grQiAYRtD3DKTM;InH`!cQcB^m2n7JJQk+z-2wa*wr7#uJmwIksJ< z$`LDtFQGYPb4%I z{bBLJnBYkhpL(Sr>@BzD5G{y|O~jg(IvyZn8g3`@tU1V7uz}F?hfHK_)mCwd$V|pY zCABB}S;&|(8EbyPPR6VrM6G*rk+J+^B0Oq5WNd$}Z9W?x8S8nGdt`Da8Ix=&O<~`K z+p!b9yC{m=QD+))l_X>DlI6)S6>z?e#iu>SWUPw0bC*Rd86&!Mv|BHbv8g0hbM2fU zOg~R`(la?2bG6nR87~dNq|Q*zB}{~3=866l&+@#%xo3H=3FZmvOP=fvPbt`I-M7tR zejZTdbcNUZn>+AvANB3J?hZW%O5`FwM_?&q)BM$cBe3`3d>-X$czy@vyrrsL;q36Q zD*Zn$&^nO+*Ja%q+S{csEi_++iG`n?%om*CH91GnCdC0b8l!cDs;|K6xt3T*No%Ng zu(-U{G4`?vgwt68cHFeF?4^muxYO<_1|OXMEomxloi&je>>#0fN;%3izb%xi$DT6!uncJe}(f zhL94A{p&eF;1uK7bc_%L!rT3}?CZ%8)wkBB^n?r!oxdzD6p^9!w3$cZe`FY6esw|g z0U6|48mwmSlR@`*|6Eo98L9(aE-vEwql7cJ4_1;vs=F;I10#d1=V;X1*JMy?ujg-g zLk4-#ve@D#GU(S;T8-d5pYLg#_|}p^M7cOS7U#JaeE(Y*5$EqxatgW?2)swsQf*iR z;G)Xt&4(@|ILKsRDMs;x+l3-wZlz9OD4%)Kyf6X(-S3(BOm0$!6Y6`A$s764b{dPUqQxTvMDC<3nW8AbkA`TI7^h(#8ETssb zguad6RziW3Qk*JhUx$HR{PH4CQV@h-zq@8$li<i5QM zmu3_sg>cJTbcF$DZE3V7M+kIcdK))Nf}kphOYo^+5HvdGM&&e<;c&-#QNax|K9AQ@ zgWbvCT8UniP$dJ2g zneN8-yBf!ijD!Jve=0shPpor*KYFUS$OUxZ(0th7kVyyOpNTO$lIbuioul$Oh7L#V zZm&j1(cx0N*n(R)9XtjK{;UP#d(c@~t*Jmd6kj?g$K_9l@OEK4BVRg@hx48kd(+|L z*QnOvO4rwW-NVp5Wf5i-k6Wr}8VnUaSfznX)4n>l6&e_1YnpK^)1bn?yDk3@ z4ertGhIJNcV9h_+^<$m}qEf>(!E-c7;_*0+FY)m1b;arh&sfOH%4mBv@&Et5z9r|mh zjfD=!Tj!nYndxw9a4F~t6CDyqLr$9#=)g?-c3T0*deelR-8jm$tNhKu<&BmDmZLbn z+>xv1furU|zqJ)EXUnO)v-UR`Yz|LG+}KJ6?LV`_5}V1ezvJ|}{(3Ta$+~~cSxJVo zKb}@?E+#`->cH=3v&mqnn8lkpoeaIV*u&B$l0jwb&zF|*WT;tEs&*Mm1}=ISQ`cxR z+^^iaaO+nxOb%CQCW+CZ_5HUH!5lisF+LuyEN1{cU)A(hZ3<}RJH7ognhNRRmv^Nf zNr%1X(y@2x8PGeq=l#CSDDbg7Fn`yC3d04Ztoz@_fNSom@xIh3){FO9+il{y zA#(!!ur*CzH%ow3c{6hjw*+X9*YIicOn{!Vn`&J+4$!uwq;XW|v~>`}F=^fP2ix@o zNS_z@SA!(L`F~T@Yc&aQadF^JlU^bWp0!S3(oTX;qBG5|)yZ(~)jpe`{}^y(rSj2T zLvN4~-g8&xx+sRf;hv}WAN_dy;DE0xI$^R z*ufR801&AlPbRB|Lq5H#{saK2?te z;{B_q-s8CZJ@ncQqge3Fmw&d5!~%yzwssCj9K4^Vlsk()U+@D>F1KKJO~*{?5iUzUT&lBLmLOoBU}NOaZd?$m_2C zzF@P#j=Ra+}z^AhRuO}-B+IAe*Iu(`z4l-e1>n%v27{#QTcbx=N8F>tg zSQ6|h7E?>PNrESljc&!cBxuOzbAS9F31WVv*f1B8VDQ|VaiIbd^iwECTMtNJ8QwbMD=-ZAU`25LIae{<}1bqWb2djfN3 zlS$A=h&e8kNP@Qs&5m~QBzUQ>@jD}i1iSZfKWaruz}oyhkR^%)E9`apniLXzV>Af_ zgyQx^twxH2NWk{)`ty+h67V|2#EbjkcDe66S>o|1ALKAj^diBXS!J^(4-(X{_NQ;S zlE6Hx+486}31$t}M!g+LP@zDlBEqp%34V!3H{#RU!UhJ_iXR`+~-`0 zi#8>$`-o6Gc&2DbkqFQ8CiJ=Gi6DE#wc@-C5#H5a-1bG52!Fk(<5y2d-a-5j)t`%7s@CwZ{9JnH!wMm!V_+dB+l>|*}T zBL^CzzIR&&`^61V>vzu+GyAm=$FNwNDPcF_P^|Gv2;UAyR^0foK{b#LkZ1GQ9Rj0E zLTa`qdQkFSu8o^lAB>jEq>g9kgS6I4v}=|=u$O~5hI}!--3|eFBYohAxy*Zc8>U~S zxL=<<0S7&LscB&-KUZ~A+}CJ%#KjnMs#jfa8O^YBD=%3)}| z{7zNI71LLPdzI#4U{`R8Y4RKf=}%u*>fY)?E1#X6)*W47KRa$#OT*|Nkf~;;3({Rx zMU{#eKY3hM`l|zOKCHx>y*fbaCsJifb$~6X=v^Fy$t<075*9ij-EqMxPeKP;)BBCZ z7O?pwsq1C69|GyS+jNDmU?ddir+FU&wk5YYzahr1LZ<|gL%_ke8o>SOAQ*YLCB-xz zgw~WTH`Y@Qg4;n>OStPnpj{gsUe-Ja9COa!f_N}LnaA8e-f9Df{k9!}ceH`V2v+_= z!{l+r!`^n<;8sgGKBcG)?C~Hw++Qu=FpqN^@6`g@(>Py9PJ4_!@ZX&0Iktlc7w-J?0mm2dZzoz+ptWk4(Bq{7 zMv^Bv?h2^@$4y(6`37Y$61mNH+6|+?v6s<&%FvqqOP4y%!Xq)!2qR?4CRrT~Fe$dMgJU3A^cQQ?kIp zEIJy#MHY;3Z7&f;1~>?(H+YE30Bumq)UA0h7&+?Dm!xE%Ri@)yeuN@OkL4fhY{34j z?a}gj6Bc0fF?u|D))@##TtcFcd%=KS{|%Q|BHZ#y=o4*aq4V{ei~}{%uvqu;VcM%W zIHk|dxj2&mwi}cg{1q|iMqfdH|J86LmnQm$T}nZO;Bcj{+I}cBCC@L@(gW#scGgJk zazfMpVh$1uZPA@Efn3LK^?}QgC*sP~Z;ASTfrR*(i=w zU$|n4TH6{=To-r3KGuZ=bZdU zMypM+S040}P$6&E9(_R~qDaMko#{zMZ)RJ(8pH@F*}&LGjVBo`32ODt7bhYPht%tL zhfbkbl4-*!n|RdH=t>z)U?4%E2HOK%3}mG35@gvxN1TiR9B&pKN$fbRMQ6}avc}%W zA+dCH+coeZPaGZLUer6d(CO%gBrCWLvwON$nW-nx5yjZ#RDB{HDI~o(YLQGwnaN|0 zBPn$BV&eBWE{%?~Eg$EMFzHAGGF48p=ty7gY4N=bIx2mP&k)D*9aW2b7M@KF8_lPmRC=I@(nkd0?QBj_zffi|7{7(GHi= ztb$@X3Uu|`y_yjOVyZ_-f|`*)*b866RFU%o9Ur=!J{ zo3BSJusVaRR8()%k(@kkAh8nj-*8}XzKV{d1hRuFWyco)ID?)AqL2^hEAdB`TbZlmp*>K;#@pzmi(D%wh#l|rEeKdjp4vd zxb;sblLB-uDYus6e!#st*)T7RgB?ah`A>2eAXh}@4za`;`bMfX`#PO~o%8MsxzGue zo}_&LmEr`HdPCVW5l)~H{;8(woD)pH+OucVJ4c{D%Mo6s*v&ux-z)&EZY;y=` z34+QEcXB7BC?HjE_EVre8Juqvt!&^YgQA58_u*e8==PBHFk2vj*iD>N*cTGq&A#B# zH%o#mBAU0Srb$rdSYOaSMFL&ZsI5;vlR#_kk*Uik5)jlWH{3sxz}!G_>^GYPq4zVN zo*pH^M|V{&aoy}D!Pz}R`x>5+K(PFMZeJG(1az;+>UEOfM_o?ge;p)%@`_8}+epy( zTH1a`3kg~#IrFEhN$_a?4l$U7#V1hylG}+OasQS(#Uv1{gT3^|O?)8vh0i7FCJ#sz zZOPiEY7a)9Q#pcRVvylqNap5_hvip)oOx2?U_IQ`!0BiVWb*KsOm;;10qJ{t6Y+dk?>y%cg?iyRAX9nN$#y$j{q_k)`qSUtJazPMwK*voVhfGL+)tMJP_V1}{9QNIIZrVwXzXZOJZ}WH10r>jgv|ihK6m|c~NPS`Mg>J0q*z0Z2 z1{axQ8jXjdQLNUr8UsHjblmSXR$fekj(2$zo{J24G3vmwO^gNEQ#@RIBBMd{?|wJ8 zqv7DNG{VUG8VZ_w#R<^|o69A#jLoaoIyV1mgF|2w3ojK<47@oSyz*XtX%t zX%QC;tLKl)3vdO)=Q77Yws80VlN#SdeDVaOnhq9rbu7&w&6C z4qZ6juN(kFSKf8*SIGeL2Ks?K`3!iFq7de?3yafkY>7VkfrcipbWgP}MB)+#GHka83ReL{b@E;S>E^P87t}|hJBpSA@F~NCnM|{^`Cipg3=%lPL zfy=By=foc-)T@*auKZ>Kfxwn4T4KVo%>lV1znEaoX(llIg9-Ov;TuVdOwi^wbKLTs z38Eh_6_)OC9;Q<*<5%^?Uz{$)v+Ts-3HneL5V<*@g4JmJSs{2CoPH;6by(G0e`2 z1tmP@Q{IX`&|G|9W=bIgT=Atnw>vUmYsK{3TSg|7{EoBj_Q(R!d#aLF$`Rnq{WX_1 z91U)Qit|YYG4MLJEzgB34m^X{@-jknc)}`CFmIv5fFHXkU@rqC1X~ijZ5WVZK#9KP z&Hx5yWJ9kf1CFfqY9GRwTbrlhEQFu?fqat)s=18(hXZf&q-K%>_EeSKOC z2yzYOn*C0PL;v(1IEBzbMZ#q%>rNa<-TU_OH$4`tHWgd&uhM{P63SPHvSFTH$sxKe z45~zY+l92lb|Kud*ASQ60B_A73a@R0^3W{YMaKA;H$;3>&=lQ z;K-`+CVfZ(s!Sx63zJn`p6pn|&TnLGPNr{2hJedT0bS%U=urH6vHtn?WqRc{%nJCY1P+YKHNM9)F8PCnF{`G8;Dk6jZ7gP{4Th-_v^BrJ}e zxSg&Z2l?NvTYk+az$4jtz2uLnAlmb8+;oiv0k>4zE+>T`v0O>fEK?tJ?Za!fwNoyv zULugX`A00{8&Z^q=uE|-k`4n@FEM-L|+xd^!aco{D)5CM7*YnE)#NF;=v-ExbrMuX&VaYu9R zSilY6&mA|RgLKT<%qK5Sphp~5KCS9WAR76m_uLj|;N%YROB445YYn!lZlxat+-2!) zPa{I_=F}VSRmgD4SmZ}RuTelc&cFb&OXMv0tFh#C7~;_ z6yU!YHY~fB0;6MDCeGMiM7oS4TzX-Q^GK};6 zJDEE}hL$BgiN4Qd_~})+$~#GhJzwH?8;z4e0r*~qj*?+%X)x~Idosk-?N9jfh74kR zn;s|+k)hM#g1P5wGI;4ZEnn*+!@0J??)N>|zIV2GW!rNy?AJ_xcCw2M4KrKKVxN#9 zZp-~ccOH{LmJu#mi^!m3H5c#phz$R6Bv>*V$&hiF(@?vf42Jp{Vg+}}Fp#4(aHf(B zy*6X-hReyIO}(7Gc7qIDx|LLeQZh6vb>}>~hSi0;uftVChQxrXKdM-N;x0?C@~%?g z*Xg&cLH=OawdZ2xD@rJ&{xstp9t($#ji&`vcxf8;?G8U)e;crbAyj&ZXc# z9kg7ba7EzCF;Hr18_NoD1VX8qP#d=IYje9F(Vz8z?txRvlE?8NNUo6#eS!zeSDA+V z6L^@Eb~51~$AiYxbhYI7cnD0t@Of|$52b<=mSeqmY)=%~aONo%0maKSUzo?`a5Jie4Sv?W&QDRS&?`BG6BoqQc%d} zfrnPfp6yf@tnMGq>(giPaN&l)T}N9yD5Nf0cUj`0F-GF64%XiaTPn5O80&L=r;4~f z9tfL7y5bMvfdaywOBz_e#ap>O_u+x(^X}3?c|16VIvE|4#zRN1)L8v4JkUnkqU5$? ze$RvUWDDWJ+383d7eAKYaMpv&jrkGGc|We>fN8V0()JGyXnX9fAOFCCo#^O~17C3v zo8FsyZ5ju==qC(CKH|VrGjftPf`d%{vEe^aR zOI$szaL{y+gNurY;j4XvCY2IT_%h9W4?^7jp!jgC zUEh!bo89YaQJ6clUR zxij&N7wWL~9mvA+DmHiF zYyBR3uVHhCC1LfeIG7ZB)g+mV14r7q`I&4S_?``9S7UZd-qft$zi_~jVp{QGvnTvK zIO-M`LxB0ovf8m0UszH=CHiNH;H&Q@xR*NwT~O!gJgz`S!rwF(Si%0t&A_=<;hiVy z`XF6Cq34SD#O2d6h^LW}!eqqejT%UUsqyiKq$%*3F3i_dorP7A?bKCs56Dg{d%U{M z2g>BPf9#_Xq3h5j_k2tcGTh*an^_|w>8a9<2c-RxIj;pis{0bEVBXvNnA;2K7g0-7 z67Y!rSg*Nl0*8F%y+u2#afr?t9AR0GLp6)fJ||V;&V?K^96NOYUB{qO@EI=}zJ z1=nUAay+-hUDkp5WvH`-U*M4b=YlEG*Ep2w*Z&~)Ee?vRuHS7d$mdAAaGG>Icb2V5=9+_vDZ9IcVsqt+A&m8bb zZdb|gYfgA1+`YS%`#c^ke3at&d;yOJYJSr9cwqCIR+f(=;1RCUO>n0_9#NF%&s+}1 zBR8$U5(Vu3UX4-;&|ATy(Emc82=jX(!pR+eB4(G6fX@kuVrf6LNTr|Na)F54)Z~Tp zrzmK7z?e?^Lxd=@B=a{{B%8o?BaVg>bPpLV^mBK$OgjUW5=wS+QsoqnsY=5K1l2(aCyW0`$bJR z@;Na2=-4w?B!To4)E`EXFCt^@9+8nUBKr4Dyenll3#8XtLT@*x0N-j^#f6*%nB*)c zoSumTr5y$3_XcU;b#$JCyC(t${JZ!=*i>jzQ<<217z#;a8M`0)hJu3&7yj`1P$1dk zncinZp}xr0Z652Rs*w8E!8#Oj8m4v$nTEoGOw7>k9ihNHq}pF}H3U91og5%$1%qC3 zzjj791l&$9sZfYfL&Cvg>>vb=J(AW*q6?Lk}#i^&NK$FTUGveq+<4Sbngu*n7zq| z?^+TAx;mSlnEJ+v*>B{s zriMt+oo}bazs>~0>+(FDU?#*>>ls(OW&rL#mG0I-7CfJr{rf(c1@6dR>KL%VV&f62 zsT>Q0jyzKOZzl_S<{M6t#aO^orNTqlj=k?5?&_)+#oo1Y`kyyqFpO{LAaYihcw37 zW6Dwff-LZUCUvZ73kxFj2&SAEB{y8pG814y%+vmcq|Ge2s&d@uB|i%icb>7_iSgb< zSDoi37F3SBxLwc3f@RrW4<3vYxU>Z#FAH8okBq2bl=FNu9gcDO(MG;f%zoM=&MOT& z&+%Bgx(16ccY2GXJeGek>-K;x#?6CzTz9biYWD4sLzrDg-+i|xb{_BK{O{(=ba;7e z$jgf>9nufHv89=(fl6xD@OWD?jO^3Mn5{~HV%v8V?wxe_G$r_DLYf9+#lnvhU5mlI z>DhIgi~evgmM>FpM**l3yv5#c%Y$c?YdHnFSD->NfSCT)AF03b^U{;f2Inu_x4h>v zq1_qx+yMK2zEbn&`ZF@1hW$i!?Q905>5Z{38D)S??FILdLm3d_-)O!`GXtbsE_v&y zWx$@!&zmfjGr(lO%_cwT3{c2nzRnlSfR>ggDV_5y=r=waXjadH{{a91|Njh@c|4Tg z7sp2-TO~;`RduW5^z63CS{KY(>U8#y*xLQ7UUuqFhCyD1=|3NJ!Eq zS&I7IzuvEN&*z-;x%WQLGt(BXo0{m(1wH?D%^Qzi0{#qlUmfujs9M@$>~u08S_*Wp zP#ls$Qgle3buS5+6<}2ys;?b1%Y&ZXN;WMfc_3ncHEKO(`p#0R zO3Y`=KI;6UNst~fR8vjNgATL16?waoAnZ9~%kJGtAjWlX{NKqusF?erya7|Xh0u6W zE(t_rFISwHO$3h<8XeDL6JbDnrC`OaT!`DH{-sGR7mga$?a#iJ164|oMEd^Af%D`G z&6^(c;M}W6IeK9{@K@mY4l>qS#=&5413O^Jv?}J_rc6+O!E`r6DQSp@RZc@`i3eGc!Nr9^D5ZS z8;d$4%>Ib!o9Vl8{a|6idu1Nfk*R5WFwM7Ihz(cb!G$ANL!T@1VC09V?b3urrfLVA;lJSy#C|gO?wm{HL49HCB}NAiI`8ecvwCw5jPw+X?X!sk>jpwt zHh(sE`Z4+!S6?B68vD*XKdUl@dXMK6>o=p*&DYX#doamj_GT%1>_7lVO_r zj^{1Qfzh_MO(jhn;9Bj~OSMP=y()L<;GLIX?%rJRDN!!;^6xR;r@{qUBsOPvlnaZm z1dVH~xIjM0nl2`DA-}#;^@2SYj^9JsDh^yQ5;~Le4#)ZvYhNA4bo$&Fmqg)$HQ}c3 zfE^bK_PD6+!hA%0MDfA(L8|K2RkmCRwh>hPN#a7xx3zZ2C2XtKh|tEjGA1sPIiw5-A`i*$F^ia(~j*$U+9_e=ZAu2=0papcWrh( zo{$0Jxx=LerWw#T{v@6ynE|us_w%hBO$WW&@6VqVr$b!L$|L;8(t-Tn>r0YP)1Z`G zI{S?e^QVd0gFo0`c$60{H3jOY@25TalLUWa7W@DFFBkf3jq^UTbKuwMCn+l|c_4pO zd*tlFY;bN$jkl*~fyfuBxx~+zAa;-K;8l?cg;IOpS7c|xcj@Drms0V%>K^ms+)R)v z5YEm^$%NMQ?LqULOej9pZ+r#wOyI)bLd+fQ|3;cHOV8$Xw_=9P)~jVglQUsgicBjXreoF3X4|ApXi_t(DM`$PXjx62*#vwpr9vl;Vt$oonsVba;hMIF z?z^~5@b0kOu7X+NzZ`asoe5cw*p@A^nQ)7I1(*Bh!!n@b^f779VMe`M><#e!~GP#hv zlnxC|!py-x>2QaCQ_VHZkwYIO>j)W8dQirHN;(6+5WerLs zd6|%w?|-5`JqtM1Nz36kvY~h8={B8}Y_NHLH%oMXJeamg^2zJs=bBB8psY^@*95*j zl`S0DX6~SsjNgl80lkq-#Z)*~QEr&HR0;o$Z%ky31%~2!{pgubqs7?_L1a)nXA}ZP*auy8E@WZz8M= zdsY-W$pP77UhMAIT-aAee45>z3P%JLS9WWqK~;8dr=?XIB#j!qRIpBi=!?NsXK>uT zv7qkYu{4lX^!<~Jea*fkT8u*)a64tm#@cD%@;dy)dCfFfDycrdStAX~ZYCX|?oR`c z=`|Tk`_kaC{$IgoIDgmF+uQtT8g#CBsAKJ#1_{g(Z+2!HH2vx&JseE~zkXp}tU)>q zUE8I$nLh&VI$f}IX^#Zoum6^v(=tGJo&4w#LMDLI8XcG53!uFD?>0Y^Xn6S8pe|P{ z3k=SxOV#IQf#Em7Xfe)37-9zmwW`I!_}rU;kCm}t%o=|%DaMA;fZ<2Tgbi~NSJvfG z+3r~j#nqu~Sh=w*88F|KcbCYV!{>K0>}P#28)_0Hcx3z?I{4OB=yM>} z1?*u41hB!uAUyZiSvK%3QB_0z*su=L_Y0n3gUrQ`eK|gCP%WKJ+vm*&X>HS*P6iuH zJ;&ncbT%Ab_V5#+u_1}2?Rv$F4Z(s5euq8Ta45q0+M82saLYCL9^}pjSItWYB;43= z{hJxR!UgLkVxrBR*|0CDA#TEv4Qj#hkrz(l=j_mGUs(q>)N6%M>M3j}KwFQH?byI6 zS+6u>%LcEqXW|?Z_PgM{phRTDeNoYoCnwnOQMdf5n>8C;Mk$rc$Jub%Njy8}7#pJQ zbVq1fvSBSf%d6X*4g3?f$9>H3{*DPB5H@9lglWar5@R+5t}_uhV#J1im)Fxn25hJ( zq4tIxWkaghQiJ3XHkf}Zy;=oqkdL^QXsL(mIE8_ex@-W`6Rt5jY{;KEYa@S%4Y7~2 zPCU@Ua}+;&Q4X?!((ax&tI3A;ko!Nl8f?(;J>sIepAE7t$J*QX;{AvetnpIEeo}vL zU9ktB=cioZ0#!C7NFD#Kt-^-4?DO0{Wj5?ss$!o}V#9X*W7YhM*l($07IzmLmR6Da z*Y3pUT@boEMu80rIk5`!+wi?Th$?5wvtcaJ!B<$04RN(ox+PoLpw+o(Y%0Tsy3e;% zXj|BDG?4vr0LPrXN0F;=pTZ+km-F#{-lOEYEBKycN`*yq8rWd}$t-r&-Z)scZ4}FG zjf0uH_1ud-@lYu3wvgUq18exCHB5^WpspyR%tYWMG$l6ryEi$3E3)NpZg+t&rW=o&u3S^$$O5c|eAhz{WH;PY}#?iOX?LhB6&( zNPk8J$`b)Izd;(5HIP(t@6uskUA?=U4Ff#lqITb}Wq?*xtqewrzGZQo0r@HAag-4Tj5Q|J6b&#yBQv7t zLoWk(2DXjLFBwqJdp{D{&VZtV7j~n~43H2MH#pYFfZj95h8yY_Ag(3rv-=JMTHkt! z=9M$xYiMArNGStE)Z$)*7BN6~zIw;!dH9Z3JnVBglYf9{m#vd<>|n_z{=>hYq}_6Ur;+=uofnpu_(=9rSjb^BtX{ zgVxv%ahq{EkXN==KN_aP+;(^3-T^usYFVBw?4^VF;ruM|mvoqD0j;QZI{2r3dh@NB z4r>H*SuTxqaO}0-`m&A=8Anzly*s#{@e9|AayrO7Oj{vaN{57K`{LvxI^?HrGhWW8 z!+`MANAGMpEa~5lA4yWIu*(jg6MInd#^=!Wo85*-fw=#!PUqQm53 zRukKd4op>w`@8`ijwf&8r|QumLTa$2UyBZ;=6n<5{n%HM^QT%>I&AiqPu!`9{hu6F z$=r_jWn27$e=8ky?Y;a0H`1ZsQ&D1U9UZ2_rtT2M=y3E(nQgNm9VGgF=lAi^L0Wci zPSGD4TnPPnNMeo#?>^NIo&Qb)F=|M}k0~1XPacwY8>a!&W%*IpFb%@$&?)@^8iWj< z7pUr`fpNLPb-9QxN;?g_zCD@x+e`!beX&WtjWiJIHd1?6M}yZr{9VWH(14%V zeD+~E4U}WguU9R_dK>aEDo*TiqFaMY((@%8n|EIF8^~K z4P<}*_t;&G1~uB3J$eMOANlL6j`HDiTj6l4`VSS%pFFYJHb;eB=_9k;?^KA*49g{a zrUD@X^!>)EuvxZbe0Z1&ldB~YtOlsy{8B&_^-|%xmevckm$=@y%cr273fFGih^=X% zLZF@d&G1GlNM7?W{ZdB-i2{oW$2(MD2tSYRD5pZM_6K?0QYzS#C^X(GqC!Rb(#b8C zs9^n@@H-)!3Z+MLbAPAe@8gG5A|r_kdZuyy1F=*%#44|_I8O!sf__89qJr|9qQ(PE zD%ADytKRXW0=X(>cK>NA#2KypTI)%L1cSxx8m?53)s_Er(*gVcQ(U;kmJ0smuG)!K zRPb$#S7}*yb6i`?giH#p7lSiiv1d%=k(xv zs_*O~Q=1qdo8INKwf78s4}QZK=m-GyiJPC|azgO$fp*EI;cys>zqwYW@;rzS$4{#2 z#G{tAOHHxku@K97k=MHz2lED-ce|d7Mpxzrvz4bWAg17%jjP^VKtV6g9h|_lkh)n* z8N7fxGd@;O9w$IdR8Jq@qXbwV?pvVxECI-BuOA=Xo(LZ51iHIk64>aDo&MGmfgBF> zcP<$ z1WpCM=YGf%xy*$M zJ|Nt>>Nspp0D``%s?CdKJ;KZi+iu}MdIWQot`_43J%Y#cM?cR0(jzQH7;@`p^a!Qx zerW6)UeA*~LY&eg=r)}CdT&gRFcM>WUF@A6!IYwUI;=;Jps%4BP~L#oD|IsNRyPvl z+ct{reA!6g3V*7(InYQLi5*$5G}=h;CSEZ*i#hV|@|?>3Mnc=L&3D5^J;Hvet$V3b zpdYWQdHt0#G&Lod3wa*`Tk{IVU-2<$QnDzB&~O6uPrh}LquN8*&uLw|8CTG#Ge6gI zz!NS66)lH&MWR^8GbR5U3r7+^wE2@q!;qH3#nX8w!cea-`yqXG7_ts!D8~F?A!fAl z{m2Oxs?TCyDiHO9*;dW>>%{%w(8o3JulKXi#NiO%v`!Y9e6z`r`iO<<(rXnn?y!(` zMxU|6H5StCZVPG5Vo!9Y3Xw^E(E9 zH}_;=-9VLGY7Pqp+IJEu`79(;BOW7vnT5jECBK}!!a}9J>l&+zS!n27YB%dTo?CP{ z!{jE8_gBnqD93Y8bl#e*WFgX|vhCyBEF>MOxB6Nw3#pvpFUhQ9A$}>%C{6?JPqtji zZe-z4&7Tctv45F}c4ea$78*&ME?E5(_cKeFdfATmb8d6$x(*h~4|=w6=Q#_t?Mwf< zry0*Nj>-Ru=d05>N`?%~%AeGPg;2E6uJp^$C=|&UZ&+P?>>Qetct%NYriem` zmFqc3B(99hFUCRY?=`~Yw9cZt;UBlpi*nG5%W`V=t2s#Ps@wl=!&xLX@n43SI0yAV zIr54i!NKPsNU6p35^gC~8XGvM%}sB=ht*ls_ABy0&qfXkS)u>T$NDT%|Hc)U!*!Or zE04>|o<$6G(Blm!qyE3dzh?ExsE2NA>z<97{gg5gk&L8D^nVcok`brzu9JgbG8$X7 z`Q>;v87&ATym;iFjEr^HxqS{yM$R9oGi~RRQD}D{mbv6LyuQqVJtC)fu<5zWV zS584yclPoERa208eDI?U+9_!1)~EN1&jZkc$t@wZU4f`>n`nb@ejt(=V{eUHNnVpIqrxtoVvF+hZ;1t?T;GOUK5Mb=yVXHCiC|PrldCO}3`PsS{j2+> zf)O|T&CV$4U?gdwAj91hjHD&n!w+o^MzhU3az(cUqYh1rqs218XvfaFI63DF36DNWf0a36!a`zq zj<{Ug9f7WIRuhyII*;~OOG!6qMWd#TQd>vQsDVC#`YqGn0!_T zKy8Iej@)?~TB51C{yBacX_OADX}NkMt&&9>(j#vqJvTk~V9*su zPkN&e)#ncnfAvO7{3)|rXS@;3#3U$c)*Drw@EYAW=Z#FKC=XUIcq3Azlz8-SZ&c&5 zmV9*?*T?S4J;vvQG}ex^*$Ma{-cnQIRbd}QGfU0fwZ;dL(tIy`mheGQ`r)>M(mse# z-?ctys}Fim=wTqB;Dcr(oX+1@^g+^t8**CIeURdJKc{FzAJnzG*KZ`u2Nk{{-m(?- zMI$4b;ZC||P(~r;dUCBF+Lt|M^~~QNIqb8ROZ^y#%KW2cjYUI{lt^{Up9d+xEF7(S zwGfH^u6tH~#5NIn-LIaFdK7~gB;w)bQ*7j_V{y*PCmLEbjWSjK!|%6;9@lIO7sZ%e zH%ToGgu>X=&+~RZz_mySyRGOBgv%Q}{#sfCA+Cabv8SssDu2rj_Y5N>UXeB2c+47g zWvtbV4YEOP79Ac3*AfveVul;2N<@XEouPeNMC8{fu+_?dh~m1db+?)l(f8HYf8RGE zB5uYLZ9RP)A3kAOt4l<6KR%YeIE?Eb?yA0s^$VfnPdqJg{VR(@LuA~~Vb!M*HzJZR z>VHn~!S%Nry0(Q75wASD-Xxlcga#x^gE&NFs-m^NGzYV)Y|oowB5D&^;UG|j`$Z7; zsWcFg*3SL5R;@TM6H?*VO+@OHk;v2`A`&MI8r=R!L{;M^e|u(#sA=(E#?NIUQateW z?|NYpiW_t^*N`M3eXDyZBsmgV7%ut{s7ykIm-DPMHA!eh{>uMq^+`xbct>Er1qsRb zew3RhlTg(|*S?MJB-FJziL2#9LZ#C~$L&LK-nnN@Xfz4YsyQ!nIarsK#BInSp*FRE z6GO!$#NA1dSgs_Yy5fJ`TN_A7ddebIua$(XJ6>A3bd%8Q+PKwGLnP!U9s8{CBlb5l z9{Xs9geDDM9vxlA`tj3$R|wl8b-54s6(ntu_^@q|p`0y>Y93PeRJKL(9qj3gnwaV? zrPuUr(a38LkEa&4NP2yi{3O{Hm8yIh5^}diuKn&gNGM<-y^wUovGNLuyE0L5Wqqa^JcTG7m689{U zB`cE=VO)BUsYynYQQYioeKKk?6eiVKkWrjmwD=n`)_+;=yUO#eaL8}`j?ST z2pPHB_^)t`CLG*# ztz@)dF{*T=8`o>PO}Gt_QPioCq6;6%$h6wUb-jPLrDYkj!0GjvkRAGdZZJbY z(hfEKusg9!&JIqZ|bhh86!ERL1dI(FTep1-V*>G0*8!5I5R)Z>|Le z#fiWBTu-JTUeEtZ2Hhy=yFjGNk~h|$T(@a!2+rqB^c;?+pu&UnWM>WqjZ_MnMdn~V zeUo5eG43bX)6!H)L2W0LF21j)Ao1JpjaRf%kbZrhutGQPH}tc^U#D1B|2f+o{ggRMgLh|5X3^l`mCnoOT}5R$V;O$n|dO3IjxyR*zR?Gf)> zXCGbP9*unan-p(>_4Y49OUd>~>pL^D)y*FHxrlUq@U} zufv&_?ZbpIQ8-vyc^1g3xj9Rh7*Iuwei0IK3R*6XSH3;y1pfyB0RR6CS9v^CZ4}lf zMVlloWKSgt36+BsO2sg;Z!@y*+qKVJV`+>vMM#peBuPk8M?zY@C@LaKl28-Pkv8AgaF~S0h+zvjvXlen*mo7;sZLt78 zB9+Dzuz*C9%IonHbWo16+3o#?4hj`A2NK%pU_Q@CH2*#wRz@6W+t<-yVQ z)Ny>VkKV6n?vLu=U0Uykv{Q2lF)7R#}TChTWXS+Fc^ojaJRV`nAn-5-ZY|khWekM(WdM_ z+(koF&0t(^%8IUF2ALlt&Z&u;fuF;ocdLcX;H`R^>=eHlG(>K6d;W(8UFoG)u20gS zPey$r?E?)oG#gd?UeiFwbk7~}VAG(|x+Tphga(SQCOZ{8Y2deQ+gbrf8tAi0>yPFX z9$1{;YD5E;!Q*$Av}ure;H_MoDh-IMbPuKi#p}Q8+J140?{mzwv@i|Qls9Y5Urd8p zaw+TGA5-96o@!~FG=(R1S%L*0Ou;hcoJq`UQ`oCfmTBK^3LUZmul6;Y!pg8mV&b<< zA;_rOa`vhzOs}@h>Mb;dArN{|pJfW;tHgwJc&5Nfe0VgBZ3&Drl9s)9J0v$ zpNg*jEQ~ao3go{Vjb2%0 zbGiHh&~SNiq?K|c&baljN|+S%GwCUHT?-izku$cg}+0wZg8tcJ#`i`YKwQ83q^%>+kLmpBd{n% zdfU_j0t@z}COx3?Oy()%7cU_&Pi*mmBq0L3IQihdfc3tiarDw8xlGP|jo$X%kO;jLI@fM67 z+eV;d*X821N(45Sh_DBg2{ioAD6CkOK--n`xxVUDo$W1UyEO^y1ETBS9s=D4BIdVg z6PUQxTqRAH%CqZtw$vxk@!aK8k_J>#t#l#aLY+E;m$j(7CH z;8X&MzNVsm83gJlr@dHonwsO6u%G{B5g0Vuas6}-r7N>^f$cf!KBTuyNfc1^+OF62 z77|z~r8}5rr#|Ab~k*hlRv` z5IDN2v`JbZ3}+b8&ns4k;pKqoPkY3|usrI^<^>zV&`W*!-C2<^bbeO0dh#yCe`-yV zhh-=Ru{kJDpS>xg`N<#ri0D4^te=1%ssJv?E>n}2)d2U@Y~ z7MmEP;oQliS`JHjC~B2gB-@jK_Pw9xK1y-0^@R0Tm}TL(8>_)|AQBt?wi=#18itbR ze;-K-4aKfDFUzYXA(&^zs#|?D1V`L{uU{=5f*RVhr-i-;qnG|+g_!%n$h-8`P%1PS zm4$EiI?n~+$Rpe59!G+ZGksl>Tat?7a=rt$;;EQ#6?QC-OhGr9Vn@L|UmQ6z61C@} z7cMVl3EYX`;rgexznn1%CGUGHZkgdCzxtC;ZkxC`{z2=z?beg%arj-0xL_hmFZZDp z+=$0nF*J_-MtxVsY%x9p&o_y@RyVaHdM{ zY(Y;7>Yw~LXjhbs%1W{?_P^(00jF@IFq?;b?Gqcjta;eSQU5At%ER~}&%$OC9*QL{ zKD&WN=@ZS`Lz?lhVoD5G(Rui7$B%b+EO=;=U#xi8l84Ua@$NUQc|J@@bA7fKgl<9S}dj)(k1iq(r9c&I&OO)GHZVRurR zr=&9vJ(O0Tt6=aj^Pa)>^DaD;sQy80bEo=zTh{&EpNGF4A62bMAtui^S^6 z&f3t?Xw1&! z_AVTgip2uy8Ku;WSo8^y*WRGQL7_A}KPeoCh77l+#=Y^lG-nO>aZv&~7jH{aS2~G& z7&!mXm@}nUvDjMO4NcS*{a2ymMeTW+MtE_cO|8s7|+6?6-OY1cb4s!v03c58sY&2T98dCl&d zToD3quWY{Uzb66<*8I0``HBG0c6p4u_K-QU`E>s-dx)I6Vz*M!9t28R0WYQPL2`B=oPWJN%xqKT%UNX) z`Z@A?wM(e)nAFYIi}UTF`dy9f%~?Be3w!i=;|ztIfR4y%J17~!Kc$m)V2f|Ndq(Zx zNpnEKhj(_MU%XCv+kB7JHFn^4%wWH}9c9l8Q})_r3td9okM&ws zP~@n2R%5dn@UE+Oep{pme4T6V<-by+{{C~D&V*VZEzpX1uNDg#!r8hthkUS8^KN#< z+elEbFWK}si2$Bve&w$3L7=lcw%^q;09u@`zP>uwAQ+Y-5-Le)`9eJ}$1Fz+LK{lE;7`v56{nw+oxaO+sjSK^I7M5)%x#lP@} zgdac3&UE-gac#A|$P<4!*z3CPS*t%(@B2+8qd&az&60ar?GFw;mvKpDIy7`!Y(JLf z4{p^G`+o)bgY%K6cbA*_!@0+=?>yY<4-JkTpWer%gXNN4ElLmlATmvRwVp>h9P-M| zY&Y-&KENS?eqZQ{5RWL3O9zb%L@?9!(mkhs(t_xPj%FQ2?W ztd|CDq^xDRbQ+Xs1k!IUOQYU-%t5CYE^uj-eUCkz3NN|ehjYeK;g{lu8~27%p@1#z zU8m~;!r#o!-|9+*zVJ0lZ(CEr^6y+}QYsTvFRk$Zo1O}Leecz4c%*{90I&A5b}G0} zI;_~fHWj#;W1*{mrGW9=fuJoPQ$QmoU633|0Zz|+Y2`O5koZ?->66|R$cyw7Y^3ml z$8rkqRHf<<;umro!=qp`KCnH0pOk&yVJL!HYlh`n3bn zVa{-F=;($FP}XH>IIRo;`o2%e;>0O1S9`q9h!z3UO|Wdw)l8^vPYz)w#=t1+lX2il z7R)m5+B!F5`_Z3E5LiuEgt*Aa>_4^_n7Km8qYwpKHxJO!-9)3b;3d62h)E4}?Q7u3xHTHhC*1UDJC;ro?|aQH~Bwbe`l z6a>8ZbRTsqa_dJLju{N^I~msS++L zh=R&OQy=w{1e9+MTzrwdomjDg?;{s(Yc2|1cZUm+e|~o5S8<_Is_>qFB^Q=%k||wwjSJE4T3$b|a$)XJ z)w3ZA6I0@6Z&YxhW8O~j9Ln#RWa~9RVa}18?~N%uKmTr}6y zT-fd6Y%Y103maRGhvsK|Y7z8AL-12 zD5ufg#V0sWmnzsmx^kdm%CP?{b#|7Soa}Jnz{dssx=~CHT#~EM+`!;K@xW^7n@$|4 z)Ed;IIdZ^VvxR@yo&yu@JqMiaI8cyt_+^<52O2X_GslVp4j1FOD=EIH!lAyE<{U7; zIAc6u!hvn<7Sq`y9FTW;0^Nr>Q22Er&*~5dG{U}K{b|U7M>3^ef<_#OE7iL-YsP`> z*_1t!91cuM(Vw0ch=V%9B)w{FJfszM$B#To0Ok^2aqvr2fwedAMSVZ(&>9Hgv!(Q2D+17PorHLakK)iV*8+$AU99`sVC7fd5v1s0?YF!Mx?(eH& zc(cH4*fz1UnGJU~|90S;&w;Bod7Dfh#ltbl9pxJZxbTy;@Sluk)T`>Wx zZ#ZBh2^gv;o<3p{pziu@TcZ;J>o&0A zgFONL_l_(RwpigMYv9A=em1DEJF1)q*bsf%P-Z=!2YO^q7F=BDff|of zRC@(HaB|1E)yh6Lh`!<^*--H-^{-o)d}Kq})2p|Plicxb&^#xldG5%v%hXmrK>hzO zud-6e-4*FsY>x`o2|Rr&ugCBw36B?V8ZG#bi7Q1KPJb0=qVRxOs? zwnD%Cz&r*LlTAIYADnU0-(o{suQL|*I_59#b4I-b34?xbo$tYo_gWdDeo3+TEM^%tt)VSM z7=P!N%=JP_ukPVf**OfX=AJ$DvAg46NL`_i%eC1M8nJAKgtb zFz9}cktb!Ji@eex!(w2#Q*UW>90NrY(t-t&7$_m-|1dj^fr?j6Ia?@xug1`#hFk{f zHMWJ)DE^W+auS~|Gw|qf+q~#<2Bw94lMt?A;BbKD_{E!4-tO~v)b22lv*4(5OA`ZY z?+0hl+ZY%bBsTToKZ>vNvq4BF1KlpyCi3?%kl$ia-I;y{`n5I=$PZC<9)>Kv`H4D5 z%xW7QQ+n<~i|1A{42-v4S8$6(;7-H}A^b&BWo@ zWL3p|Obkido6(@hM3JS|lg5TjG#?o~^5zH=wQ2LNc$+b?uKV03!M8%Pc-}-G#Y)$s;?4tI(%Tm>u*-7>F zRa{V1`1Z(J4Hr!L_-t5P%LRv@vE9WfyM9^JHC3u! z*Sg3D&+D0}cS`*F#0n-JRMIe9IPQ$KJ$aKgs!q7YXeUhhB%$S2E!)~h$1&}|_?q~K zCb+KL$aMBaBJ%CHe&6-%JZ#LYU9!IpV5|9yB8!`G==tiw!tL!G6!0o|<08btvq2v| z-3y3CWA1Uy?Qfkytled6!Zi|eV86tva1y=DF24F`O(OrIL2J!JBtG$)Z}we}#1g-| z<1ckc+?cd;gP1Of2d~k*H7R>$#lf=E`$-h#x4-sFpG1pt1rhs$Bt~zlJl$+S*>`9i z*=|H4UyEkM8LD32j|g(^Fo_~VFWxYZkT}wDf8^m&66>Nz^ps3UjK4qXoMB4hU2V^Z zA2f=0eqXw^ImL5mUjAJ=iLLer@}!TG_~`fI^mt1uUPX^HYDJ>8dO_q-8xqxn4@Onl zlGwdPE?(50#2_)B)8P&z{)n9_>31Y?=~ z!{FwFRDY_kj_84@01_QPiT^wvM55T8)a4DqBuXbdm6Hsm=5wxdFNdJ?SY(@xgptTp z7V|KUpwP~oRT)XWDsc;|FFl#8ze!Y|@6VidN~ZcMPrlKT zLglNB{kJ8JM6HsRkICuOJXLb}zGaYD&0D|DB9p|u@80dGKTY*LDxxNlMWTJU>L@## z#43-_$3thSIXTg059E@#{QG!ZQ69AquU~%tcaG8*>ojM1p1QZWeyOSg5|tzuMJ_L- z?x!L&%l9I+7yA#8oki4Kbys}aeVIC6;Di(xljuX6JZM@<;_&KM33*qjz7ve=*He3` zz3eT02sX8~q93MXiu>K^W<8En%_V53^~+>QqA7!1V^0-K(MnVlil; z*6`IOvB)nd%S9PtD_g&pIgqHnP(0I;6VB;D}Pk ztIj1ESgGq|=>3R5U4dVtW2R{+WVZc$i(&v;-w%s5ypfFhYsRK(%Xlccp}th%jPT_oSN!osZi4Sn!rGBcX4Q8_tKy@rB=wiQhlXEdGoVcClnv6-4sU z)9SI!Hi{3;>%5Z-Px29}*|?{PaJO5+gdmy^T|0^5qYOTDzIre=#qdG(__)nv^6|pt zWJ4Wc=oQIlVJtpYd)IcXVUu}hf_MdlGw0>U50K|po32VMBYNIlpE9$J_-*!}rk;I( z5B({gE9jEMPD>FP+gcu+U)*h2XvxFh+8xGntz0zy?2oIQ%tN%A-muuiR0QkF%PHHW z;<^J)HrwXG$-6nT;zA1SsNGqc15=RQ8-H8JEd`Trizuxr{oyq=K?&2s$!t|1r4u4skIO7T#V{66*CI1iEust;CzkFk$Vj9^Ov zyx*D?r{5Id=@K7@MV|zy50vUD_$PqJJ58ym=|c2tp1!9uQ-}}gmwJW>L(@x4a%Tx~ zoUXr5b+!=q1+5zc3DdlJ2|U8a_-oV42@h_3G5C)#Q`~YOaE=fHv$lD&<_huSyy>)S zgp%(9>Ye5ZamQ-?Y4Q0&C|wLJtRZ~2R<1sHfe?Fkn#ipd6Ow#9y8epL#YNRRd7%(R zr)Bz##D!qKeXwnqaMWl<D}^wzoGp7(naFoG{hp;F#M)xp zzq?lpAwRIx)P0Q*skQ$OSgQ(gU{&!n|Boz~wau6Nt|r8O-PW92>OySu+TxR~LHv%C zUOKW?h)Ydptm@VYk$=hWFnyyCO*u}o3JPpAE&b@6=O#qq3T4?v*(CnH^H%5#3DLT% zkzr^bi|qG)EuVg;!G;!BxG6Us)mtwIX01tpxX9DXZSILs>23&3@=ijuk+@`E6t%rgM#jC`-2MH@;O(CKPGle%zcL>`J@PRbBF!f1NuQF@ zQ4lu1;d3&?|7|d8A@t2LZ+SgP^u<>_GW?p1bxB_1bh8D#Gm5bo$I3PfOuU3B7H70b|?%Da9!NRtERMe;CY_zU)_)k89 zjqF>0wjC>FBhB4fq3SUkq7Qa9jJLAUo&U0H>vJ|FTN!gMzF@=U>0-6B?QDq2CTM*i z&(q#J8@DyF5wp>?KIJ|e!8KWx4kbii^4D*sXW0mqThy7A#sp95W=HY3~H930Yidn88K`b^O~sDgv8@)vKXka1J~n4j_>2lhA2 zbB9A>p%t2Rw)8ZGim!dPSG?oVD}Af~NNFONvE%pbG*WQtf%)~GnI|w*U)`{LRv5}B zk4`ogMPg95>V;WbwL;@T)9cF^3 zzsqU5EfcNGmSdiFOo$2If8yFRvE%xdJCY7e_#3X)T}Sw}f6bk}gqay{_dO(3NOY9H z?8w9>#=j4pPD~8_+8?Ol!bE8C52Uy<;gESZXZQ#c!j_3LD>o(#9dsHi-I++Vd-g)s zgNb|(tyxS@CJJh--}HDf@$7fR zVB*Q4QhVP(CR8FU-n5<|>rH-o!wF_0dyYf#Jvyn=r*811n0T>4{fKoj6C<4~{bx*L zVSl@XmHq`5G`t2y^a|K``(mz*eV(M)g(EaV%3x^jRnsgo*CVTa4==2odM^%ykLFUkix?;HVO*)F(z3d~p z=-9X=PuTr|j-8HQ)tf%kVPsu=BIhd|It}|`UBA;YA*Y%!XM~Ooce|5Q#^_Lyo%lNK zHyusXg4baabZEAG+W+Yf9SV`=;WUwOWbE$SYb+X$X=goOg-;Dfvbp;4A4IMXF2B9x zA9??IBwd#1dG=T>(uS<-^!&h&k8O0ce)b*ls-a`Rqal3t9XevOO1tX_=^kZFF6h{7 z{iZY#MdD)S*&9@4G~#MZxF^q(I8WFg^WPqen(e&5)kz76 z`&Gr9rjd%zuNUfYz=POZrEjVm{b{MaQ%559S<{>juUEUg-4wrO4(y%$>xMyrhdE^t z04c$Y)~u2cJd};)Ez=B#So?VR#*_$D$(JTO4@6*E=D^&%UlG_QJH7G8WCSukaBQ?i zB5_PmP@gp|5?#OR+-HeL;@6^!2IAWz!CDz&Jlr0Mk;FTPUFV&IBCU&;#fZk`o|Kx7 z1_rhT1U~+})rY26Q?Y$pzB?`9i5q{IoIg%+{u{KfJJ4qSTv}XXX+s;TrjG|Mv8GYy z{g&>LwW5`*)6tDBi^a9)Yx z*sYXPC1FK7dwjGmeYrJF@4#?WckyAG(-V5f5vDC|V?LwElI-ul-tlKF$hj~_dhea% zPdJEvaapwTk3FqvrMpjAb=F&2#|LPXr!GrwRRqIayO8JMkylj4MUb?ACjnJ=?zRnSJ& zy!g)!%jFQ=NmtICr%UrUs>xB5KS0Zn96xkH%$c^Af3Vg?o(0Ypw;6@AVz6GVxip@9 z54@{x)Fo#}LazGrdy%{0XkKXdcxNb`cA#oc@<$!r0=;ocnv*$!clD7d!5&N&PnJ9afMKN5zbm$jJ< zZeci~8gkCogS_|r=>A-u`|A5P}x6g1>G+UlY8Xkx&C1osW?Q7 z2q5;DSjVaag~80wt$8#g3{K@2=88s!VX@feQbk@EO7@kF?dvA<_D05?yhH~laY^TN z^9V%jJ;Y(oJqg!>BfEb1FpxdlW#H6xay~8Kc^fEkU{p7aUD#+&i{5)E{oqnf=$Wf&0XNg`WO&6u*{Aba*=H8Sy8JtWlpJYq?J8m(>+PV) zE!0}?8DI#_viRwN0alQT`)B*$gfrI9_U+p^a0E5f;@mTtZm4l7*Kjpq6Y zFj*eV)8n{9#qE)JLZUk~C%Ijm1NOjn) z9eOf;OSfwKdg*u z40)}Xin7a_O=s&TW1C%I=_ZRry#3eof{_uAU+0?d%$T6C^tdl*^F2*;q*Mf)}P0?~2Gdyjd88_vG4e7##@3#!7qYkEZ; zY3SJPvtw9*byvkRjly_{5AC`&XLTxuGTtp~)=tE0TET?DEea|u*V6PM(ubA*p!rQ< zq2Ph^o0A)vc-7wY24YM+=p8*azJQ5lu`5Qw3z=B?%6dc6GA3#(EtZ8SGw}sm`g_Rx z+LyoB4enxMo?Ld00qG|U=RH~Q$bt!}yKalr4>8eY>gYC3WINZnp}&mCzUUA>6#kBZ zQq<1I7gjN_ICAIc4;lj^FD1XcpDsWmt@Pf}&~Q-t2mh>G8iKDn4yz2J0#H+Cks)oF zf^Rc|Z!gnIg6bcOoiVlvC@%Gz7x6m|>t>0TSuc%)a?%G871A#~R8AV3=}qD4mw_-t zdkTXumZt~XQdsxIHs`z@1J3&EjdibCH*FY#l3D4inn3DIB$AVoNc!WmS*M4Sh#cZ| z(<+7dbNPK^Whw=Y8H?Y`@`&F#b0?X63Ut;d@c{va!X@>q&C)3N7u_%_NvEKuQEjz2 zldN;$yKm?z3RRztIbB&4M51ow80AnfoxkPAd6EYn|Lv2RXGuIhB=vdcQdmFJc(OT< z#94WKk2}y#+h2Ikf=IOO0|2Fb&6Ll1(9McYWd`Ll{S;cwqh~!md z4t-Svg}&6S`Uy`c7_a6Qe{G~t)R$bb|0#)UA={&@ne_GdrG74LrC`&bRUh_@La~OA z`s+5buJaYyEiZ^)57qQ8v{O(na=b9BlS0zGwa&*$pK2CCz3Y2L>SJeES-@*julg%D zt$9P@6wh^D&_f~0qG)LDI|_576oN+jD8#T?B3bdTLNxTxNvKhTxO z#kSreN&9FnB&ijPxB79xaZDaCb?4$x+mA=HWrAUS&v)eqXD&{CI54n;@N4iflPV`J zE?t-5-y&ofeRldtC|h4yw4IFKeN^_cnoynb+|bH}3!^!!LdOa70@9Y`yK+&q@I<5K z5u!h;T5HBpE*k%ykhx7r6Wyrd<;Dd!Cv?3uS>OJ#+?J<=lg#htjALAU`KoWP?ZHJ? zz!b0dgg1753rY9nVj9nawabf(PFZ2<1R>qJHT#M;7h5Yn7dZNGp;A;_w$PUgg=nkg4;@+c#X&c)gdk%=bZBo673>EncKDP~?#1Q(BImtJv*By#qe+hS2% zXi=Y0JnE-Vk- zarr`6EGgo5CYg&cMbW&2DWrb3{aPoLO5(jb@0%Kzi#5(obKdf}h_iaZ$`EpquYKGy zG?R<(u9}*&PZPU~nx?HM^|>@DM6vZe7bgPy?O$IY^U6~g$@yHkELJ%3|L2kx?hhZ3 zb?Pp-rMl}7ePtIDChb#UGqToLX>Br|^h?NEOih5DffmnxXDlA~r&@29V8VL&%D zkw|y!n8xkM!tkBP8S`^9;rY;hQ(I~}>?}-QTizDJVYq);GYvG~1TyD2q z9f`}7(eDilxR|PJH{!uh#rmmpT$Hp@QDNJ;Q7ktFpRl+hv@#hLa_77BQ<89OL!(;I ze~EbfW5q|=SsB>h^0J`uOB$pD7G+sf2=U!^{Mqdg0oq?_d(KhiV|Dl&hu}^Uk6oRa zc~mN1?AW$>QB*QqcV%k(S7v~IOL2ZhbsW0d8PA@cOT*THv5hrfg&042%_cljh}y5> zMaPVV@KWC}`@5YQIw`y+DYn%;@b?KL{W`&qzu)OMv`WvOhgl1Q0B$JAWdRj~!OAm#hEd z!(?pA4(S9QzJ6>Q`@DsRjDpH(c0T9eERnNq-1{7iJIYoIi7Ycn<)-WNFz%>!DLRyg zeJ^xBd-m{<|4-vlg9{&eVSyXvdimgO)N!1-TY%}h8N03t1Td2_J$miF09La+4clJ| z5S{VNL+Yadn;ymW*8dPdl(}-{`w0P#sH~W6FjI(FDT(BZ(n8p*(eG*BE=11Mii@R5 zLKN4Rxzk0`U}crCcl2x;eE&+c9C1s>&=#iY_Js)$|1Z_Nx;_zq_dh)P-Z2?9EIvNn zPeH1dZRC-FR6Nw##4-LrC}y%RY9|+?wr5KpWOMP3p3wbxi0s4f%g03b@F3y!ki)Iu z;mZ~y+iP3+aNHkj&l=z(XlesgcQ=?jr2AJa18nvSF40aoMZGGTGCAb8T} z1a2t=c6iuELick2j>n&3ASRKzFX1@{$x*{kt)1hs>39tzASns$XSRJkNb2@P-t3S; za&B$E_UN}}9uJ!DIiiQJ@gZZZ9@m`Bz>_PU|8#jmG@A^VJUy0%cH2uT=dw7MwP&7d z`aHLnP|u_Mo-r8@ z5wFym+!_zDW%*GFrt$E1=sq^!84o+h|E?{0Nc5fz{c<8X0rTk6)wNxTXnMQr>C~&q zNQrW>7WkziSp1|{*1aHvqunHmRIhx=BrOgV_(TO--Amjh<8O|ij#4%YSi6w(Q)`u$Fa$+*;D z>`;R)2M#x8&+d@mAcOm9@#Wuay!Yc3y7#fs^>gB5?Q1sj^PD&KcC#^PtZFXT%f|3l zzb9#89H`yAG`((!gPSHL9RYLV@GI*}kNJ24;!QQQZxy6K+`;CUnJ5pndM?YNf&_SL zc0n>dIrjobazEU6^3)fDAf&z>nOlD<5=Bepk2r0OA@?p*OX+Vc z1Z-XIQNrb**R%e7^O9KX+q2`vU6ok)C)gZ2uqGB=+QKJWRbz2lYUXBfBDa}u?>)Xc z7UsuIT5b?|pGt10j3`ywggziN{$9mp;wP zM5MlvHr{Y71#*{uXI3=$V#txH`&}^z8FFmz!a_Qn^tey<;v_V8hrIl`AO>#wuDtkM zCV2FbIWa62B7X0lBj3w{B>$Dd?B6U{)6*5LCRmuwKi?=h$wHJcqkRUshpU{qG=BXQ z3!H~<4FxSs%>ER7XXI!MoMr_4=(3H*E&qDC-<{#Ob!!U&CmEE!~Qt^>w;vy zR4Vo@Y++7`O@hib#e+U`5+HWUwOW((X>;4tR#`Zbdt#K%6|n#gUS8i;zhIJ$14qqj zpEa-%5o*0z^$r`}XV3IMy~Tz^ey_ClZ9*}Z$dC#)9zLIE{Hl_T3XZnB@m)4b+qP0a z?y=D<`{uoLH5)Qx4lxst*=|AzFjjC(cZby;2%lJDgvF<4c<0d5@?lUOJX_n@m zAB}_B7SW5&K8eUkIWARaoPrYXS*`)0e(2b>ax5V+82danxA|3&`}6c>b3a}TMt+~& z(|w2of2)Zl{VU=z_up_!OG^?8J#x+*xtTMn-dUYBdX@n_xKdfCa(F zU;R(+vvBLupL@3pS&;Jc64iELp;g%KNH@ltju(y-&{5>3t_Sm<2M_3$OY(772M-v;jn>LK3)7jXe5Yl;Y zKN~gklA`+`r$K+PF5h2<4Vz`=k|tNupzF%7)2w1)UYA0_pal!r;@6$@&M~n`d+bng zZVU=HwY%qb3(z%YoVG(yvUl_-m5=j!Jp`k@X%1CGsDj_36$SN`l zN!t6??baRNd%O2GNQ1VdBC1aslo>)uOU92>659RFU+>qs_k7Rye9!Zo=lOgV^*KeI z9bkifGE;xfZ#LZ9BR4k?`t6=K=f)r#O;)F!)&H^)7EXJ;bchX~mXtl!BW&nixp>oU zoQ(~;&ZOl|vN6qhnXI!Y2X}Ww2o8#IVA4A} z|E{8{T8PwpbC0LZ5TY}F{rVMA0<;y&oVdSGfa-n0d(RB;u{Y#d)6tiFjE&k>ysxK$ zduvOwAdiMj(Q&7`>wMS=ls7tD;p4C6+CftRABKCi)}(Uy(3H!Yl9RxPTK^SuTLvH5 zm+#x_#qkj%_VHjJoez4Z-AYR`c01xtdq${I6F<|B%=_owP^lkJo_im3^F84?Zek^a zti!BsX|!bWF}g$QO+VqsrdRLMS$s%UEEMi!^RdHbO{^q&Z;mhKt+JM|Wwz0s3p_rWwU3JGC-R}YM)GqfVaBSGqFO#5`}6F$bA)_YzWBA# zGMSI~CtKtgm-*P*tofxSosUyB;|`n1cb{8RJ|!)ek4*=p3{3O+IPF}d_LVSBxpws^ z;g_2>&Dw7CAgq}XSiH2;9yZ#;DnJh z3z4fw-Y?o0heZXqHU~|lq4*p3RK=MqaDUY1nEN#aC36n5Kl&xXa>lwiO=AJ*$#Y`n z$|hn+nWe0+!o_yuWmeTYIpDnY_R2e2KM* zpF-%PXi%6=Sk`(Z-uaaPi(;mjpJ^7r{KvLt!CL`(^X*6XcL;E%ThLWCC_qBr=bh`+ zg!nRVW_H>UA$ng=_U1n)@8g80)E!B}qVv60lgi21Nt>#$!iyd-gpiXmI-G8wjGldu`=1I@5ifc*Z2O-p$Zb*VZXb(AqNM&In}|3RZEu~v zvYH9=qf52=p0jc1^XiTM@f2#;>1C^_@E}@yvi(U&A|72ittwT|hgrpphwkKDMoOk` zu98o}G^rc9?&X2`9Mqh-=9r*L!KYx} zSH=Mf&L4+4+94F$0zSUTWKf`Aa}c}ArqC)LF_cSDC@pkJ`^lxSe30|NFp)x6PRavq z0fn7o>j%42D5$Cjy?d5Jp<3B6V^1T6sDKCIrqj4szV*Gay+0SSYcjL0b%vo{{h00c ze?0Wa$2NrwBqAx1#w|&w!RoSD?j1QH(ybzd&NXp3@XI7-*2Q>iIGtVUc{c&teI>J% zgP9m%WS+8o%Y;bQJ!R?_6P%mdsF*)YY#k5a_xxpI+K)909SMh(T%2`!nV4{KUL$B@ z0tKGbh390xKvw%*0~5w2yd|A4&+@?7t5m|3{&B>G&BIku}RoOKX*Magf{oL~?O3}PsVH^xj zR{9|=u}FN`V>zzx9s}+b+4E)E40IipNVsak1n-==-MZEv&-!{DtWCYRD50lHM$lOU;R1inf>bgqsD8Mig7xe~GH zcGXk7TN{g_IT?mORO$FKnNgpyk`57xauc2<9ZrhBHxFCUp{4kBAc>6aTECe_EuzCj zr7OSfTP)-zmJJ)Y#v<)gwwU#q7#KsxS!x~)TFV_nd`?6`zOH%MuS*eFw(RDfh7le- z)V)1wesaMGRh}6U?vLlM?4dZFC>(*DXko&yRV(VrW zdJGi3r%p1_WvHJ$oXmvD;Ya`S4v{>N`I>CAmWiF-o^%g0CM;<|Me4>(WFBU(t2AOF z(Juar)M6%@Rs>fBlXL$Ykw(*5#)NLP{~wP{Bwu`g-!|iuakv}fpaJQRM{XFqe`R5F zdR(2w6b^ppI|e*IOkrO$w;|~d7xSm6Jss!>$Agr|HGKuq*fo!#{;`mp8`nt8?P&s@ zd*-Z7y2J+W{eH)eND5~ief3`j^5D6nbn0!#2>cDcJ~%Bm8m0q5HmX-+5!@Xm@y%*i^uT z=ice-%0rlV;~(^aC&ENqcV6E*$pml@uI??k$bj6gk0L|vbfhbPRbMC(gTDg1$2a|= zP!$nuJ*zz&qqelr7w>r3c~I%ASsoXiBKpH4c@!$o9o5tR%|X-6M{0J#9H`76du3wI zL7nA~I(1SyfZ8l2-=uCvAXPoF* zm4FV1rP1{q23CZQ7b98-t>GVbPZ^~DgcfvtNaG{2X7&%AmPGg;8qIZFn}~U#@~-t= zJlOp+pS`?@#M!Td_BDxzZ?pQHy}6{$$s8{fQaog*J)-NA@z=1cy!V7+ODw-}c{~_8 zU3%@6$U}^I-0&Gb56j0*s7L`1W_x4vt_sPzh2mc;$$G9|XYY8M%){Dlo>E^55B1Bp zG)Z3Ok$YsKu5^Wm8n1VhY8nq&^3H!Hukvsyd4Ks+LhqOY{jhW%Mz5U6Hp$?jUASj9&V~2onoVyv zP^egSHDu`)4&E!wof@x`3OV!Oaz)Z-SOfnl8Coa9p)hh(BP0nFW!Sw(oq@vVY8j(Z zLim>1o>Sc@M80gEjJ}Q#uQf)Dib!9~zI?88390-3nQt#D&J<$mh|Qo6p{d)0x0>X4 z*=t_kUJ)vq7%rmE5<>Ud5*G(~A?9cP^PV+Zh`Cc5=eH2D#wW)F3PSu{C*QW6tot^z zJx^+`5Rc7wExb#Zv!-X+DMcZ8tXcEtD+$3k{JQxWq2+I_iokh7xcsZh(p45B>$z;@ z6GH10lVNWaAtXPvWzSU=qAlOMwVKc%z;UHF(I5BHXX$Fq7b5tWcuX^4%k!~xmO9zT zzw%*uSdjONFT6mz{q^#;3B+YONyA-H~^m#r;o!d));i6P5x9D_8c|%qIHu z{l7QUN&LEo-nGU)rl7Z}>+|hOq8pAxTfZJkK-8pbOYR;A-$M^$l=zE9=&g)knDAC)p)yeknF%kOzKEaXFBYNOHaem>IIE2>bL z0=Vk0@2=Y*#E9jicc0&r@2gLh%yCabclq-Jx6E1aoBq#9GbkBrYj)D}=rh5`QXYISM5+3G}m zh1~N+N@BMJusnL{bMRLowz%97*>AzZ_u(%=-?P|A^wL@xV@81+USxds8y8)g6C-F$ z#Mn{G5{VB24CsHfxuTkkbut4E`{=1Cn_J{`az+{yUK%Y>@1()*=t26crSXV3wc#Pp zoDKcbnZ~-66ta>U5^dEIaY-_xvBOD#!9b5o54R=3PI0qig>ni6O0^o}kJw0aiaI%8 zk;2dXz%`z7M8_RH_~8VfoU2DxyQLL%6*!wFNH|6E0G)wWY+M}Z=doK?m z-=5mN_`}2VRfF3jceZ*|8Q1k*k80}TxcNNj#Wn=i6oA|NsMm6QCPNc6Q3mSCwCoLa2kUktBJuTajhO`TobX!6>-%^D}JsO5e&D1^Oq9NN5 zWD{W!1$WWu$BN}5pgXo{>N8F#-bFFHJk7bdb#A49$vX}xu|-m~k!)NM_Pom4$U;Ng zGgF^q2{11`XQx%qfW?&beFKQYo$|w?C9C70l>9g)W=0(JXWKt3kR*PmEa26@DRIb@ z`DnOxS{xpgWJ~_kBYGjdPhLJX4x9(f_-c|(ZepQ5=Jg4nuMYegSi(YJ;MQHe8#uUI zT<2A+z=cNA&2X!fFu2Bz8=CzWg>N1lX>kuaBs%0@Km3<~v>fxhR#n6gUij?v>^lXK zzSK5uR48P&Xsz006bYB`neUu-(=d3d(?)SH7A)sJ;i(sKNEbhlAYQFi@5E(CcOb1I7VWUv%2YcWCMu;|?9g!6z~*bV>YK z8Xj3TG-z+LI8W1yg7U_!!U8=$UcUZ1Y9>kUv)mIA-SR+q5A)s_6_Psl;(6WKvmD4g zWBR42v7wsI$trbZB3o{O>b0>r`2Bj@w9+&Nq1EfwJbxd7&|eS7eLn<2UrN<_$^;uj zlyP0~XgoR&r)k{b(J-=as&7YsD15YZO`rMrVAHcH#!pr!2o*z+l_$txoSry4IGldEBZ1SAX zrnKffdlr7}C~dg!z`~SynCRHVLeqC^;iMxAkG~b_$Zui6tvGI@%vM6z&q1FFbR{WEu;Dh%fM#Tg$B? z{_uOHx5#?pGt392>Ay7-uw-+yK%J7Ta*i@w#$b??cM>tbAZdDN@y73bn~{t-1^BFZe?Eb$htf*i^E9=H0U)#HTkiKd@_MxNu&0 z^@IYc^C@ro^-hy}<#pk%o&G#7_RKu;a)ufgKh;hy(ItBD_Axd4UxeS1MppT0aFMn| z-m#y|^Ig{bB;*H$Jr?pGv$j#VaJDqkT#tj?Pcl0}>hdE?k9#U-uH5T9!%da$bEe{(X?7C8ZlIYGR+06!?OuTkK z*0)SXA++ z(~r=^KCWLmh3JWYAO1Wcv=3-04JY&N@4XSc=Q26R@m|{1D_ne%dAeXhIv0-*WsT;M z^%nH5ZEwHD#Zot^9|KRgICNfeU%)6Aca4-A!tHoa@uE@W{0`$AyS}*;Z=x$ZhyPIFd<3+gt z#roz1oX>mJF0+@3DXkrba$Mr;7kF>GmcxV_<3#U)n@q?l6c~&XzdLlpZ@l|96MY)1 zm&;Tz;kaYox5W>b(5RM^^zLRtt#!;?ON9ky^8&eV7g(5x;0k?|*!a2QiD{!G2M*H% z+2;Bb{;rU(wK&Yh;Y(t7DnEsz#Wij$+%5_`pJrT{;YLHlnV8{epJVXykc4YaWh{p7 zI2Sa}qNC@(dt0q^=*UP=It4vC+7Eq&=0ZBkx&?*}gh$ebUTZC)!>yuesh0sAGC5&? zb{f&~`{>cRQky>Atfs^K6YaO$1_or`m@L(PlK^=M&L8PnY*f2(&n%Ut;Id?y z{Rz}0R*~wmCiiYjH$AuR(XsDT3^}f9G{E`Md#N}@pW0DIg zl&x6%FlUsFe?hXhBRg1VnXcxp{ssS4-*zQ^SwVD&g$zhZoSHBpfsDByrtx_NPO;EFCQquh*=UqvNG|ULZA_ z4(*d6?rmmtXe=`FP_3ooRP4DIYgaMQ{PFhTS@{Y0CO`3Jypx5svIqRWS8>orbd1F0*9B48MpS^roh77YStM@`)XEGiA!9+%99i*l{iLx)SKxb-PaOdDd%vsc6Eu{VjZFRupyQm^_q`o|;}G+)=ha4E^4_kt$rG_ef4G#sY@ss{t@8GX zObi20<_&(CdYl36c{;sqvJ8B0GJfiLIu5Q162mh{9vJR@dAe**EVKeXv!02>U{Iwo zD>5b;j9m=--$nv7PPgz~PU^yC`^VEX%fb+9^Sao(Ap~YwUvJzY^-eTp>)^Aq6lR?| z{(`lDgXk_*-(UCGaC@~r?9YP{QUQ~94If}$Di-QL2zuNPax4t z>yn+XoNQo&!Reb_QozP4%~h)18Em|?5r~XkWh3n2p4_wP#6P55s#rjN|NSm(cxoma z9jp(X1;nSVe(fW&ESnAY+%1)}^VnFvlptW0zxt|!w zItv3Oi{^mVCm_^aLY&PYSnn?5f1c|Fts>uC@~{)itMH zoT3nOJGrdlG=*JO*B`RaP}rZf_{0t`3Z?pT_0zm5glD%#RS}9xY^0qf`LbNoYMahE z3Y@fkeIE(;U3&N?=R5`7l37}XJ``q#9j;pBOQCO|c)ABk`0Fx8~*9Q)pHw3SH+&xt`x~2drvN^3dhx3%QxZ4`FA+oSw8Zubw>|AC3Wq!N#Bo71}@)_FL`)?i7)$_HU_X+_+49A5iiNc?q__(>n3be zs-EC-R+0L$mT@9t4I7J?x*n@7$$jsfv7ndmto_`iD^?^vO;@+H6)$cdYPHR0pDbO$=;HKYQ}UJ|<%4_cnxvF!5fc`TKMP6D!{?TX;N*iPcL!eYc2Yf?q2= zzAb3O^5JPFbm*!`&f|H8I)e&}k{3aZi$h!3(v;YdC3m$Z%-8-jfF5 z+;P1nHPJY>(%@jEJ{9syo+s&Eq{3ys_SfwvRD6l7z8dtL3feQxrdQomOjhZgOKl~` z)3bg{g-~&K{nEYtq0z{DBXd>e;5n!ci-iB>gh6%ZuwspA5Nbwuu%)&q!}>?j?u9ql z80*MCxpM;(A}j1y{c59OfOgVVYC#e%g`F<1d6j@~roAbZdI@OcKaV2OC;4JY?La(od+Rd92jf94x6!5zk@60u5l2!#@k(#4*vEJ% zGtD9oO~gazi1C{M;RH0))P6~|OF*e$6jfqDBB=VI<;HqRcw!l~XR#6;^{xL1=Rzia zJt+TkNtXk~)Xe7KP5yXyV=}34ER^(j=B4Zs3hJK^O&i^ff%?p}?xv^&eAqQm#x$Tq zSWLJ?|2GSoO|t*q87Jdvp<23+Y!G6*{U`^V$$A)TW2_0KAW@1Ye*HBSCCQ-^3VE^U z+4z&|R2+wu&W$yC8{*;ce*ZReA|7wvrWZyT#iP_soISiJ9w}Q&8CJXF5jB+5lp`6B z=7kq-e7hBghMkKH^1EW;LVcGqd?W@98!}ba?Tbd@@*AZlosp3D{r03MKNP*9c1!e( z0?@+Td+f{BWK^iUYclU*V{)^SU^#;c#n&GQ-+Od)-p=2&If4d(MV8NUDv~fgQBbR) zoP_e|?`HF@iD>C~5<_uI#0K%oUm|Z4&}%b${wR4~vwtLeje_IgCtm$IL?Z^eq0VVb zd?;v4cj{c%%Z1kH;>8cglkrBaecnHf4M$@U;}0)r&~kaXP5wq496oR!c<-dZ$f9O- zu4E7-%kG{(Y<=IIzdMn`&nRo9dhv5%7TrW&$8Z)ED%ly zjDLu;;8t$lJRreB-enerkYvHa#oe_~iiO5~g|Ta-S*Ym>mAfdz0_(D{v6?Ik-~QGu zejvxfDqg!^<_av_Ph)y@Y+-?~%Hhg>MN;3axua8wg*WqCt&ga%;B!gD;-e}H?>y_p zsOl_Oef?>@NrQ!nt!C}Dnk;Mx`|(SAI}4X4f6wM=vvA_SOE>v+SQzdz*)6w|g*feb z34)Z9u64RxRAV8w!h9S5Di*|^>32QtWJ0&1iT2Qvi7G=Ep4qbui2BUT${nO*zeMGa zly^zE6Tm(Ec|j(oztvr~jYtX?r{RNkNkS-p8p11neZPGm8Y_>E z>VB0@g_Zq4qwNqERChbY(=}Wa-IXl%y~IUY|0B)xOfIgE4}3OEH2l&vbiX`rXi=6!-Xr~pA{n{E{<9Do14qUuhsO!yDxGv zbW7;>7>O$e^&WEbxQO`Tc2GN?3sJNAntl@JmA0xRkbalSydTyq;6iW8vh*W~to=WG z&lhsB)##hcq03x682D(SS;R&7oyE2B#azfFUN^mRg^crTirdIlE*fh_>I83a@%H40 z&I7l&=+2nnk0;bI~_Nc>Pv{2PN%&Bv#B59K23;d*oJ z<}6rND#bB&oX57W*YAJ0la93Q!-mU_q+*+dS=TC&6h!q8O2|KBqdCr=d9;BJ`s!Nt z)Ob2xFBESulupAL=fPs$GhDdmd~D!+iw#9LN?P>-zVZ3Au&>>otyI&~5AqB(f}24q;xHmX)QDbAPG`lPnUlu&pdvre)V~559y&}>uD_DMOc6U0aWuE3{tjxfjN43oZ zqZ!zu^Kg7fguE}uy8WATm?#qZyMD_Y3zIH>Q@>YoaChmf*^v|u&MZi1y!DTR?@tqt zsX8X3!E)h*SYtAhPhMM4s*wVIqXgye_fnA9YV_Y_PcEiZEw`|YQ?aQ{mG@d%EIzb8 zs;?1AK&2r|Evz~T`{Z=bY%gG-XYI`BTt6F9(Ox@Ls*~}^%H&)TS$8`hp8hA;kOtM& z5^WoQXP`(VdT~B+0bV22jvphza9jLRTl~Q}6!ondR1l8E&(_-8Ht!M;J21CP<0u^# zA$mie!7TWHs!EQ?=U}zg>9Ew#$>`a~H53u&B1-!B*oZ+Y8p9&h(vGGf*2$-?+C3d@ z)T1f?tw=!LmUh9}r->+E?jk``rQxiOlSQur9j2jTnZ@;VOjO3{_%C9>YdY~oj5Gr) zYjody+{%FG6OAYK$_z|r&^_8z7`U?FWsIsC1Di}Lvr^R=V4ljAo!!R3$7#6sYBJD# zYrFCv9R^~KwBG(`&H%&f{%#)f{c?@CE7|mtfx*uP1A}2qc%2Y<66(&vxPsxl+msh5 zzPYyD6b|M-P9?9j48%9h(C0!PA!wWVI<~t#1u`QCY{wF~xS@CPlHtrbY#JNBYq>lc zX3sabZGIb#!W*BMuOh^6D5bdDCG3CJ$rzR@QdS{|z?@^Im;UG{@M@44w#>$L4 zRJavic)O7t7Zz90SofHUC07eeHm-<)&+J8L^T%RYz^JAIPdp|pGWqGZ5@ETRnsEI; z25u{@g7_OYu4YUgv~r9j#2b%0IXR_*(sw(_vnd^v9XSjkNmW9dIbC#`;|RC;k39K2 zXYfWwUxxS@io0gP&piL5K=@YBT#Hx?B$oJ^2qF%S%8?q)zZ0Nt)cv|TD+yLrx1l=}T zV+JJ4a~#ilT0nnIz&pVJOEk#wamU;DAumT{Z%hUQuX3ks1nU`SXg?ylY|$Y!R3-lY z(QFO3vn~mPS8Onyb$`$--4?dzg(efj?QvK7khtm^7TNDEyl|7p0eMBzcjY5aV1t&{ z;w9FOXz1L*8&T&7fq$-orav5E8t9~0w!{fmZ5ChsMV-L6wxDN$m=j!iRh8X8H_{2RQ5Bu&Ni~mH&K~ZN(oo%EWAwTh!zVo3M z(Q@&!)0G2Me7H6fk#i&(!nXy4jUp%zv5h%&FO%%!Uw$vh%8i0mxykAK0#SJPr#QQ# zF%n`{Lodc}Mk4jm(cH{ikw{c9nIEf(#HYxBGLNoEyjxEDw$dUBF6nrmopTN}9-$k~ z;?b~?Q1|ZN7=v9MtE9GO#i6?ROJt;LA{zK^*Q=h?MemQ{s#zCDB)3N`A@FF6 z!?#nXQJAPv;9cs6D!DexRjq-DSVA*;a3ch|?J_9wK8u!xNe%K=Vc?lmc{_9?42mf< zKilpw1pX}&{n8(XrNIYtM25ofn6?S=+5i3wJ{4bzR5GW zcvbg+tUr3UP0LgWa-e%<@}&?j168qNt-rkzkXZY$)y|!Y?&~Q#{##G-s*}U=dtZ7( zQum|OHX93MAODs;5}5%-RYq@hlt000=T#`QNP&4wmE)ontP;K@qQp6qYYcvCu8vUooQx93%w1{e`Y{uEA+*_MJ+>Ls5F zMUvrPaPDu=KQ^jd1!A~l-+aL;`Z|V!QP?8 zr|F$NaWjnJ*p1!F_7C z&(P89!QLMhK*!%OeLlV*IyRr8>7NOvgLv^?w34I zhvkwrr0Doqu=Ig|Hw~o%!n^HAewE+%F|*h)0Z|)lw%%5V!+E>r%ubO1OjUNs*?BJR zhw@42JV}9@?fz90*OI}XU?Z2+#KD8y)CbNo9JG0wEtE`VgEwqMEO8ebb=p1SzS3;S zE?ZT>m0)96y})Dljcm9MPQ869$tK@}zGt?Z*tjs4zt~5H4U41~OL^qj;C~w}b4`Jb zCu&CbHYlpT@!NtfmL9hDI47u zHZKLtNWI>!$~1E}5_4VcFItlOK1jBzw<7(m8{D0Bn2iTBW!Ztp*zjSNR?%G8*l)>F zekSrF^T$$z>6mS3 zPrc`u2yG_+o_qCic%!n6D?|Rvte6#xTNO#3A~+Vwd7KOx?XKQR2M&JP8JFH1U?Rd` z^k)$d9d|#g3s$QnqEaYUqB<}Qly9ALRpV5+OxBvaFXlqL)5^$dZ3>S4eY!8iFBv%x znyA~CCPUMLcjda*9Q>+ZJIT|+fhG6Py6X=}e*7uv=SC9q3T_zxUv6uC`q=Ry2k&J= zgjY0@_1OOFb~A~${4Djt$ogzsG6KbB4%WI>^bU|%$L{;UdBlNK_`21G*d5^SS+9lxxlgNIkh@n|XonNP$G?^v>+wE2gekrD@8^<5+4 z$CII-th~OwGYT#5TW()HLPepxdr(h$9IhU$dU;ME3B4j$>Mn~g(Uoy(U_~JZQ$(7V z@Nf#W{N}8Jx2J)6<@;RCObl)de_Taoreg&v1;*~mGL-sIWD;DasqhN@4i??kwgF3|sS z!~ER!(CHSF zc%e{m==;oo7rt$JahmbY3+j(WW*a|wL2>QFXD%dW{x=M)OrfKXY5 zrBPVBai9EsBPxEYJzbYI&miV!wuMp)k}$fZ^YS5+IHF~tV4rmZ2g?3WW>hA^2#cYK zsDy-66xLQ8mGyEbLKl3v9Bp7vDJebGl?RnoN1F5oy; zb_B5>NIAlKLH-}{PDfq;@}NpP;}da}@@&;f6zX_itmt=v zw)$p1{khYaQ6H3;KO938U1b$0HJ*X!sfe4zWg0qJk!B|2F9qQPNzuX#GJaqBni*k*@>CiC(u7J+IQEgw=}wj;(!VPxu)K z-FPiTu|O@H;VCqg+c%iB-d6N%0gqTJS=uzK=3jA?04 zw20l(aoz+CrnH7&8cU} z@jowx8=o8{c)Yd0S?@kU2zV@)ELS{9xUi)c2`_dhWVW_`KAhx7%x++Z^B4pXV-mqS zXb%J5>oURb0p|$o-^+ZHFZjW6r-gzlPQy_rr+4$76VU%D>(pU%2z~<}HcFm10Y&s# z#`-1#`XbBzvoYEMNj2@L(GA-nc~Sg@L4g+Xj;>(`4^{<5jFmU3jP^xkSQJw{@ zMW2F*t2HtT_iy?Tv&VyWsqAth22)@8U2W1O zz_9g-zoE!|VQg$x9YVM+39wqF?oTNCIehtA?m>*-S{r<2#Yv*&>XM}%)MG@8ZtG(c z))At`BH+bD^kE_|d}Gj$Zfjzi7!=gHY)z=XI`daL&6?l|Q(DrVWKE36T=TvbWliWu zy$HV)U`?3Ln|R-KvnEQ`9gpO9uqFn-Drol~vL$`WG0qD+y8blsZ2R7`8(d-f)5Fn->58$PzFE7S zUGeUWP_V;hSGc^Z+}l-p3hxGu_AWi|f{5a*Vy#2Ys8})^n=F2eKxN;o&xH3!ye1DF#NsekbNoGA62s{4WqkGf@i8V zbwq!vezqu8YtLF2Vos~SYQ_0LBG`d!K=+&@o<*Kj&7EOlG52G2`HCb=?&TX{T#3d0 zoKG!*Zz<3ZwWtf`go7cp!85rn7`qPYj2)5*1izeo`|>RTc(O51R_DDxh8q1Nl_Bv z*2`W=fofM?o(^ee6EfCtXDtPJiv}0GT~C34_WYt^aSDPDaj5DWDcE&=$Etiu3e5b) zsQjBK(2>5F?IBIUL0yH+b{PtOj+FPP$xzFk!(?F?PNi)fI2;@Vwf zftnNuA6+xht3`ol?!S6nZ3=2N3R!tOC>S0+Zp*img3z~S>TbFe%s4MsZquWH|7*6P zDnUW&hULdo$^57py|14(Ameb)A9OIJK#P9B^obD#xkl&A^^GZLpl$POGNHiVB{a@< zFPVqEA-BGnQP6l+<592$1*eo(sD8Ahz{+exm^sPo(s!>eF1Dgzb%{ub`vD5x6+JGM zBge}=*5B(U*I#!v=l5YUFDFO#9x-@u4(gqId&Ik=Fp@YI`P(fLakfLnK9q3eF$24W zv+pL}ag ze?J|cD3?qaRJ>>ybWWhwk~~b&`rEA? zzBDwj1)8q;(Qwxz`5)JhL@saDGYO_4;`NpTWg(=J3<{rJq}UJ?z{GjNomlW{-V8Xm`> z!OvoS=4U1ixp!~gwj}c*5R}n-gF{2Ppyc$b6ms8(%T|VQX-J9qt2mHK#=qtCp55s* zh)Gu*F3O8 zgqDmW+nvt1&k2V!j=PMr?j)6rvO+}~@{*8BM)ggFl2J-#mxT0t|NeSD-s3gj^L3^3 zMCS8H9N6;q-q_El9Oww%sdl`B0}4qOSeBg}SnowSd+9v~W~oV|^B*|y{^UQEN4P&H zru+rJm;-j#Db|0-*x**R%{EIt9*SifLRP27!ld$u!01>M$TYF0<$i}jx<6vvatZ>2 z?wfhjXFZ_hmdC1KG!)=T-W)<{1OLzq_1y$&gX!A{mC%rbPm*=zSIAO z!vXaJv+P3@-0%3+c|x88R&RF9C`Ph@$4lSymL3n!^~RpqipPPu_LCdL%?#M}y(35A zWjY+zOuQf~NP{6x&L2ySG%)x4wXiNe6-W{-#N)XXm|I0V+8mn#G2^B4NwO)hLS2dL zaf=JXuHBB5gIti*>K0uamkd^6vXy0?NnlF-w8hK(BD7k)u8?_o0diTB+4lZ8zwVr! z{~h7Oq|@tLQ4KsWJE4BE%8>^-AL`faTF--W^2w;;sSF^rRYYD4Wq&6843^N+GihE#`55)i=#x>JszlRonN6P$%pS>?~`rH*&wxX?4{GLOmNRz zr|SD76O1Lx{4;M|gpj&HjVS+QXt9{%29mfSE0QmzG{}YRBITFX8>PS&1CK6dL<)?@ zs_1&*jk>z(s8DO^2T;K!o{^?v_pkn(_)8N%K@V zc;iNm>(x|Pzt$@0zHA!QmY$D(cRvkAm(SG>QPW|Q(%NJpj~E!YaNqLhX)FY_&m4{r zuwaRn&7DV|;$YyDimq%*Jk$%1_&k?m!~E;r3OdtV{g+ypHcw6i>wJ2(Zu}`^*Vz4e6!9UOkxJDx zxd_H%Cmqf`_lMp9hRaIx^PuLpDfZXmNN|<2VdRcPLC$=Taidi%`1N-Szv^Lu`ptG% znfy3tZNG3oVLA?cp6`D4YC}9^u58)I*NTV5N95S)mhlj}s5w`G77t`ehWo?jcn}z) zlRoFz@VC4-{&@2L&vnQ*lU)fga^2v@);&oOKeni%-qRljMz1){exSij&}N-)^XI{& z+N^OlhynFYjYAiHMF4ev<2<`265KZYSbAqY6PWHTLc0x^;1xWSU2M*TwvT>?4UaIv zLF8aWu@w`{Qb^*9t(nm8k-Jj-7!zV#+VZP0Kj`dVZ*0Sak@<1YY0U1z2>mfzCNyg6 z{@QSy2{nEu3X~H}kZNCV^!y|f3M=c!R8KRZd}Donl06f=hgQBGKf{Du+yx5Oj!am= zn-;s_#Du98LH~xGnV`7AS+LrL2@87->$kaL`GV^rx@Vane!IfZ*A0(*pA>0wXF|@Y zN^=!YCOn>g)7R(4g#RwDn@^-L!601Q_9_G0Z`J~d5+=0oQeB;~G76F`lJBLrMS(|8 z?xwowXsC%ST;9Qn1*-8r<8X-s=ybW6@o^>_bVhb@WmWCrwX&N1kLpCQW>j8yG))Ho zrM1Og1^$pgJ$GgJZy+dpF$44>Y4B#^*}g~{0!j}3ua5xxs9)3q-4g`-oIKWcQb52kBWYlCiU74N@><>>0**1InWl3D#4i&_{hcR( z&^u^tS>Ua66;)J{6Y@9tJUa*PgpV)yG&6X=ktvO#6*S2|=jW-F{e8w@e^{ljjv z!LYIWZ@<;`^S~W_)Y@ww0#oGFRoe?vker$i6;(_)cdyaG#r) z^1emFr@HSJXh$^EZcU_l&c%YckAvyjqio3cUeR1Fo(O&Pa}KIcn8?gRVd>%%p=i7F z!JcHdKotD$>!P-mUTA!sy}q#U2_!TZEi$oSvNk^W*w-`hHelAMnO)fA1ZsL61F=1> zFjQ0}HG9tu61rRjW_9lHW2d9UQ8y1zTVA2Ru*(A~hkiBD_j!VvBh7j)!4n#kW?opg zd4fgt!XmN67^HaRZRLD)3{vjhyR#uI29fxIo90Mf@b2K$@nu{us5q?Z;xX<87NRYl zNG=9_@1RvQ`TN3>2W;=rGk$Q_V)=&oWB$n5XZbaZ#E`ueaX1Y$4yw&nXd8rsa0Po?alA>YUQlrlHa(3ckec{Ldt zx_FSk({42lZK~Un!;_++p*DJsmn03DME48k#c60NyidMejE1s|WvRPGX(&zI+;nsq z4LuFMKCQo$hW5|(KMxY7A;REm=H&%gKi$aCem)3^efig~Hxq=`Wari&{1t?lViu7~ z<3Z@L!tngSa1e4he7)-FP!L*W&58dv7=%g=%X$S21R-(deFI0vf)Ho#KCY)S4Y`+h z-IjPuLth0)&Hh=^k#tYT;?j=us4R-?;OoXf-4|ubN_rxZ&b8epWZh_#l;7V+syYkf zvRaJvCOha|dDPu!P#x;}YrQ|n86yYH!?v@B?GWj9^OdrZM085MG4Q*<3Hi;^4d)|C zD18mP>(wt3s-2ozB_!{HB%8$Udu?+;r%KtCcNJYw&Oqf_D(=r*7H8AD&IP4sK7DK@ z?Sh7?R*&5mcfoP>8Es$Yf@DY!#`ueHJ7&|RHS;7i5Ye47JxxN{Wpb@=1terfB#X*S zl2G?{pJtPB64Iz9myeB*kR78%r}-NR^-f6{SPYO*&XLib{vSz*q`luoxQ&F`=k0o9 z*d(Ook|0gl=ZrEVD0(v4_DI9#?EKs0V~BJoOG03-f--G0Tv9@;VCw2J!dl7|2<7X& z3$>yVPs7?PLN5~aD2>vR?L*M<&4Z(PyMmB8>1WmNm1HFFt`_mX;*8oIEHh89*^f%~ zZ`5sWvxYqk24`Te8%+KkzBn2bjn1~*t5iZXSUlqU->uLv^siu7Vg0IL^jTs?HSSIj zx_a+KwMT3KN@TsZbaU`WZX`FOyFFC&Zm#vo=p8CjJn5aQSVTq7)SgV{6;Kfz5Owa# zrJ_Sh8bcd$sK_T{TiE%_RD>*21Ddm_=wL$2k%gI5B>(rDif#rK8J84{9!{mAj!3n% z&q-AD`-G#xJco+tDS2D<DQ}Yb$hRQc-h}_03NaRAh2suiVl^DoT7- zW8>XPMSorQYKwqBdd!~b+VwaP2?QH2jJ2Hsb+t^j*jugYx972lS5v%Ns>;B8`XuRjh z--a}IB(g#3&Pbv=ayz&hAl@B?IQs2ao$8KAo_(%I``ppHo9Tk#eh(CBJet01wKp0c z&?1|^B%>>a$uc8L{L%7t;)fKCf>5#3itGYi1{il-k3UE`5BhsQDfqG@(9E?l+ruUP zkRIo_w#C91$g7E`t)=+B(-Gk)3iWLW^4SSy?eKe@j-w>QDqMFCNqRxsCukQz=t1 zQ8F|;*=xPs(4cyGr$G>$}ECXFbF4?QvtI@k6*ZbC)q{ck;jLwcZ$IHokADH^S{z zVwaA|nIdXA#U+eviQMj%pY0bqj!K8J#J&tWqeS~BlTLD;C_vS3U1oA5XyhubS=<(g zEG}I$e=`ycn>O=GKagpVmauV6W>Em>9NT6+SWSiZ4|3$6%=kg=jHz7wOeE4RTB<$T zMuz&1KMNxQ$na*kBecYv3^Lt6UtQTxh9%i$-?Q||5GGBrGczDVybnGE6!j74Vr zvAvRjA`YDlqRv&4>lxTyds#q96d6o6t!~{HPX=l2jjLJ`$c8t*@Oap0q?hcGpB$$^LfTOYYOy4!F`}nNflPr{)oRo#e{6>*WNJ^RfJ4EF5=#aJ%63L~&qPxo zHRM6`w+j>q`F-`7eFg>c*RD}|ca;L&-6uYY6jLBUKk9_jZ3<|{8|WwBqrkud|7`hM zY$x!RcFJQ4xc=AsxulE&ihoyKZ#JTUhsLzO`kXI(xm;@Lz1bV)qITwBiaONhc6Yvt1|c&cHFNxrZT+3iopKHbOH*(6e-HwA8Jfq*Q>wH6|q2oT&Iv3s!v>q}i* zm#9R5PE4G@dOHCjLYf7uv7eQ4u`OLY@PBrN^};+2{BOM!+u^gD0C9QWLCrk`_+|1W zXLSg8b#2+fC;JH4^k!+mg#!e9c)udg_8u3UOMs@I^u@OnoNo{Br&p->zuviU z$|H~fsp(F|odh0l`Dpt)m;j$9v1kY-pp@@$J1(36SS1wC4l7hSLSvu0ozZ;nuZh*aJ}Ct(6A8aEi&%v@)Ep0r{rI}x=Da^ zDQzkX*CQX_h-^7~hXCueb5^Q%3AjSu9`^Gd0h7UwB@Z7GFd+K4E4r3|g%uT|mX8TI zpir@2x`BYYN5bd2oACJ2!E5=?2w?e?camEOctAIj)W-X8ji12mZwCP?GOFQ?ZwMHA zUR<8oNkDyESnu%PQ1nO1SQ?hz`^%vKx6b~8}H+eretk9iCx{=)M<+_1Kp#&r&*fGInR_1V)` z4*w+}lkA`?h3g#+=>a`rF&(&H=$eaUo&{NP> z?ZQu@21ApGTQp;kcz3~1V2m-`k1O}yO`JB@=OKXCwEK%&3G zD)~4aruV2FGu}jp7;){?=3LsjH3nWOHR`+Fj0R($WhKKd(U4!~@LgeNG~8XK zy=>LeXsC2eP(9fj1s^5^dF6Ma;O^P_^!AV_5L#|>{=G&NyxMwa`ub}ooN-OJyX2h) z>tB;aO;yt1zz*eni-A)40%EdAiUkoeQcf zOR^+0xWLtn+Eb62blLfJ0FMhsy_d8$^SR(})mrlcvyLZ!%0H6}iO-kKN?qi_9RS<-t+|NGPd{d&ZbjWx$sbXCi*ze zWB3j7UYpEw4lL-T&9*L8`3kawkdpEk$BRBQdh z=eJ@(K;E+Z>`E5cS#;4pnX$m2CZAMl;C z>3Dx0yn1Ucm<7QiDGyXbSTMAN8$N|eW$4A(g)f z2Zphr`BUdbK7$3ak0x@a!dZ~xadV?%BnvceayMH=u^=~D`ue#z7I^%N>S6F$5Og$* z`}!dZh?oNjUqs>{M!vg{&W(dwd-UNjDISCt1r||N9Dr0Yo38kQ1J-Bk9#Xs$Ao%Q^ z#z<`{{^#W+9<53SQbNJ0@@N8t-R0|)CC)=H8g+jBCj?5JeU&2g!$4$Ye#UDe4B`VW zlpC2a@crp_alab_#yx+>P$>+sw$hVnp)x@6jn3ipKn4T{%zl?87;tLLQn!%KfXd8= zqO!pZFuSobW)Y@a7`sm!)6T>1gUNXYsAY`2un1*<^izqXQ3eAB=pmJNBN@=JMtb$- zXa>j?Jc}ud!*XRZ(}Bqhh)EGnF1o^igkRY|2k+s2g_z|hKQTa9W3zFFcsTrM*U~pS z5Dp1HkG-8a8xE{s+c0zrF2;rcrie-2%TQ+i~GNy{2Uj+fJjS4m)Ymo zUtzyj9-0x5khWiVUX=+>=8380QPJ>LdT8k4J{G7D6GBlMY~ZQbY3A%sfOOZ{W9l*t zBzY}xa@RZ^#SC_~KUy7xL^l|@=p0IgmP4NR>aO}DnefAY&%IM2=+vx7Bc^D;^>qsU z{%D|!rf}t702*p!w%$;sp+CwKDQBK=!Mxb?pG!wFUO$?~S%oApz7@YMc`_39Rascx zOuPUNqQ{FCwQ)c_@B3LZ7Y>jv{Wr8#nFINYnrszPqR}458D5JJ2Ncy$?~D4w25YIQ zJ+%Thu-0wR-(MDu>;^9@_KdJ0q3-}h4YQ%Roe^;8I~$_Xx2tZ)G~cr;rU_G}d57>l zJih$gA+wSnY#5OHrmKVHsFF^j?YE=RyPh@C%po=`dEx63{)r8@z4t5|YiGlceYA}G zwQN{3^&`cg6z5A|6J3$bhSY4e)+Z@!s2|=Xh`+!FO>Gg)$#^{fT!;NtOrgM%06#Vx zy4M{$UdCa=bwV#xEP)Lb(vnpFL^iajn=BKLwjpZ#TBg2JZ$yxMQLov zR$txVna+lE(igFo3^qvFZau2OXM>#gWLbJ98?g-FQ?Gyx;~6_1f4a^FwQ>o6n?g3c zvGR|F&+8Vc0xv(=W2jI)j2#bn^n+>ITO0;bOw%d2c^N$+@A}5qRV{dFg3Oe-n|}x->q79 zkpMGzw)uB8?!Wt{$XN&Lg<*;6W}JtPhTvI!11@;CxSUB7<3iSzvN!25$sn0w^dV(U z7MQMfUy%AL5z-qC)y!WffP>5v(vP`FrWj5ry*L2&O@PRboVrzGh4V6 z*XZ-1V)*r!oPB(-$@^Ax6Lb5)g8X&3zbt$3-#yHQ^UY4)cz(#cX7c(2e30?nncR*k zy`}e~u_PPx=0umo8}MOCy;u7Xw(~`0@g`)K>eQ;=`oXY@}?-ZysccK1>r#@nHG#49^JM_HsLWUmcG(?Q>}A#ne-B&rAQq1Bc(| zEsxA#cDd&+o8>|6yRXVkm?}P_+al+9Ae8g)!yc^vwyETw@BgRLwc^Y3JkY7=eRcF7 z4^A2Oep(>JhlZ)_;X9bk^1H{}7x1B*+1tN%As>Y0Q(K;4F7Xz=9lD4QDk5jHcL?)= z^X5+SCrqDQjf9lNe6W+RPBvP?htwT+_`fi{wAbX`SjvaFe*VqVIL`c~$@f<*<3ld} zR^ubgd0t<~x#f8L<=T&%SKxIpxBUJZlWGt)6)VaI^+S0Jb;S7aKL7v#|Nj)0c|4Tg z7ssVi5{XcjQcfuV{KQq8N^sJhQ~hESsr@}LKLBBb5#@)5~3_wLJ^V> zee=7&zuvEV?!D)H?&qF6^Ryg&Ch}dFMCG)X(rF?jYNr=(F^DrSuAZ%_>q(SSwNJxj1Bu!+Z|N>z z`kmWq{6L;W`>CHS&u=7=!l}x$5}QaQ$^GE^2D4mrsh{s=5}lMi7^b2?BKxM`#4gND zW>pz+iX?J+zcOEc3yG%FDP_Mf*N@+RmA#cjyI1u$o>n4}we_eme+0) z8MkFxmh8d)csyC@qe&t+%^P?7_hJ1)p4O8G@I7fsjN0jui271Vt?(eOzm+5Gei-{P zvPi6VVZF#FBkaaGh>tefv}TB+7`;+cgaMJjx-Z zftbtx{A_-U=`_O5b;Y_2)pitY!0S$)xbf>FW}wyPvo8&>f2SOGt~VsnUGoPwMR49A zW&g!KM%a(~)qDS7ouz`0R>@;M9^SThGfhd9mdi6DPhdUeC;yi2ibQ(5t5p|HV*Tra zgk#NczIQoYC75Xf|7OfFtrwzJrQmth%-T~Oc;E4WNO=mTty9rr9n60bo38m|`k9FI z|G~6MxccP(>y1D6?>LJ0SN_qRox`lCV=uXP3ZIYiM%TfdM4k0jL#r)Fl(ka6x(d^F z@WT}!OA_^+&@b3#h3n|tefk;mW~g;_%xMx$p=ml;lSqDXe$P1O%Iv4D>1Xizf3-qK zDfoS;+73)&-u{rYEyIRHr?mW6nb?v@c?GNHALgTTx)ViqxIZfDPdeL^Xi#j?d5Qz} z%it9;=}4k2E-8LXE|6$4lr@@h1)o2{dU=)yiT-9SyT6Tr^=Zc*pNk<;O|;ydyJ;kP zvsXij$R*M2r+*n!6OqX9&FLwV60A$M%`C7K_m{`LH39RHsN<;9siuecowwzbHT;c4 z$L^Os*pA1ckyjot@Vd-(C2293H`HErtK#^;FRS`K%-)AWDk^0pI-#iD_2vooLrgkI z<0XlT_DE={szjkK(rZD!1HVH@^YkreqEPPCCir|M3jNm2)0Cei(M#{w20gz?v|^$z z>(DIrd-KfaM?@5|@d=J?p2O$!4Z6ym$8m$L?{Xuf(Ej(-P{HUZwB%1+Cig$=%h+s_ zaZD7F*J59oy?l$3P=1Ea_Z3T$kdsS%qihuAM!XvyOeozJx_ zbTenSifRK3sV)pE*EO+Fm5+-jyP1V79`8ZIEi4phoHOUy%0l;NBgEU=Scp1(xIw#} zh1#=T31xJ!(8@C!^Z!1v&=#j1%?_O`G+GnEdC|o}e!Hs~3Oy`juyaZ);tLD8kurxy zd+~Trvfask77{a@@hu&|Itba^wS#y*`1?S>5DOhJgr0DSxCJ{!YpqD z$6Fts5dOhJ3YW_$)G-#SICns-X`F>BO9Ug7ezMTt+|5JRCRvDn!FZ(X7YoH-E>{0N z#X`0w$F=uQvrz1_n>q0_EEM)mY3fp%^svs%iEvI|kLooiF+=8jA+v9YTM+ibb3kmKW*Ho`{-9 zn7XB0LsX@_&UC&6v^!n0!mA(w$*8HMb=W2%FM)3^7Lq~8U|FS=p*|DQr$;LVb_Am_ zi}}aL8iLWIoeNSIl|#^Bx@@a}MF`s8`>Ub;YzP`PEe)2v7=pfxzcmiO6oRJQ!`RK2 zLr_49^lKxh5EOJiVoMJmQw352A7Q?16B)UU;|aYNhtSBSk_=Z!4B z|Bw}^@JDwO?UV?KAkj4(B_3v-6DXo?v8G;WfWxDi{@uPH5j(B+w5T3&Tu& zZoUbVAKOyC>wcKxi+%bw5?M$Eu59ghL?%YxP{iU`L@zG#DmSO1ABEx9*q1#~V3a_8 z#GPwsXvei9Z$y1iiGzMpcask~^~iAf1_e4gU*=tur$>~ zvCp&El#V(O^WiZwI+{4A!J(Mbk?`aF&;MA^k!LLLON@_3lD10DU=yNn3E!5VUCdATF>wezp(+PBxrrkTf zfrHQUes#JyNk{Xlfv`7~jx4hDRNXV_NJ%&Dzo>_FsNjL!sCoTW2;5%naKtyB(~t^w_Mr))p-EFFdg2 z*nowkgB72>4Lp;|(&IO>0mq<6B7xdAkTo3i;Eb9L*iMVRJ*sE}H~IMGDx_`Tq-f~f z9#I=G(yr9ES!M$@VS807{-eN2vVw+wQ6TL@^~i~D6o^QzxE0uuz(Ei&g z+_i=RQx=g&OrBG~R$wMzdocx^$_r_NITWb>o3gnp73a~T^JTcjh<(<>Ocg6?SQ+L$W&!UxeNDT;kILFj9nN?dVc44?+B zuuBS&@PHQBl9^4w+8cXS$5a!LK&p)|#oHGqrH)YEEcOJKEA53XPR_7BLV9x9gY)1x zct0_?-vN|1Z`isx+7A0{8SkuM2lX{VG9GxYsPDeY@kJp>lkKl z4c4=Kw_~Twz%i=&!->OsP{hCW`@6nfh`rBaDqSlA`t0X}?E)Q<>Yq$&F@ej-$Zzt| z(ZCSkLY;Q(jbLcJw#f7JwqRI&ROo)@A13&JbWh(g!UX1Ii@WA=8p^22;S2xD1mi}B z99g4s&;JS&+-64?&tGJMe4*Ccmbx zekj>~i3zlh{);1COt=yfc8MFu1buJi-i#t9tdJ6}QGUk+V)LCvIk>*s_Bm?5B@LyE z_ciqQGC}$Fz7Gtn&q~em4Zj@?r5$sqywZvFjmc)+>tKR++r);fk4$h?t1D5*x>G~P zw|!_~!sYc*CA%=Az6*$bcB7%Z!tSe;pO~Of#cQ9%`9giB`LnPeEG4H?6WE`4VfVTB zc+C4)9^f>7oPK%0oz<|UhA@tRS3`p@> z)*V*BfGXj?75#Y(__pb&^Nt(_C>&u5x@0kc^U?cb_ALfT|4NYT&S1cVwDuo~G`udo zq245!0qfi6ZiMm}xNpArKWAfIx_9Zn;~8Lmh5BMgECXaVKliv4%>Z!;VaFR03=rcM zinNE~`pXU|iH0yhbWPdJkst;Hy;S#MTxUS=BVXlWKL*Tso)v8JVZg~%%|Yc}3@{4U zG}EUsK>ebQs+lX+m2VxjVG+DhJnmq=L7K4mU-U2BnIjjuxkAkl+&pt+oi&OP?`pX z6%hi`5;VBMUKW0OH4P$OAJj05N&vo}gO@6WXb@-A`lnNn2AmSpV)_ai9E{i{X&^!a z4T%i8&Keqw+?jYAfb$%)6LCJgfd-Q~S!Z8wq``D&nVJ}`BP%u5|4N<)v!|OIqt?@4 zZB0n%HyIk}$~$RnT}K0Z9iwdyk~BE1AUDJlr@^9#x{P!kiv4%rVVnv+x^~IrC>5j_oRG$ERCr#y^6Ii7DoB=D9fJWX zlo9z`eR`>o;Udmg*iD5M!cSWVKU1OeY}o0meNo-r^^yt?cepH;sHB2;zDM)% z=Twk(^}Izqp~AN1rqpL;R8V;wp*vMdg~PE=g|-({f&J`2`}smD_+{&5rxsAbedS%x z4|!P6zI+3r94eSHT*VJ&QQ^vL`JCS^T)!~qa7hLga!xzk8%?Ex>PYKx%Sl{y1Uu8q6 z5I&fuwke1TQPi~&lmIIDE-Gp~?M;Q$veM}^XDS3bITXLMrourLQayY>6%L#{U{@hR zg*0Z3$9%p!?4Aye*tyjmdisSktJWnzk@{m7=jCqr{p4qS_HzY7Q<_ysP9AIPz(p zzgBi0v=;X7=@_?%(D?Z@vDGm!xM}DiGb|buPIMYAACH8XwNw_Yz7+)c(kbdZ9Iq*CRoPrafc3!cmXr8*)%@JU8h-KM3Prz=6HJ%*IZv*#CuH*Qxtm*-UKlr;sZn4yh83O1cavyE+zHRFq zEvKgl;F~k^W&I+cYwxaK@{DZUK8-fv1uZ%ngBaq*e4Zy zKjCu+s@}ZB^>)0tcm4$dTQmlE3y1($N(3Vn-;+;z!DY?o1S|%(6Ca)uu%>E$ulo}M zbi)JI3q8iZ*v>D_DI-Ap#pNFck8u1)NlSMr0ru$kQ@;`d=2fgSC5s6dlx>eHE+Rm> z%+tfPkO2R5Z`<$p2*|rMZ5~!YK!RC;&!&6=%Aa&BMtKC(@3J?w%_V@Fy+9-5bnL^5 zZFk#K33w4}k*%3RfO?nUP5C6OYuAzb9b5u_51efO8&AN+iP@L#(FDkDzN0!u5b%Rt z%=>$BfP`hXyKtP|d1UryHz;~&FY;`69hxcCWipRVZR}=Ct zhyb_E_U(gsUh;yF2@lujM;GdMU&rsqy5U)qKLK~=-p9K5VI5DsvzK9Al#MlQw|od7 zmW(~r_9nnKbL?9yuIqIBbOjabH26f>w90*nld+uiw{0EM?!#st?U!h`tE;Yk@b%;x+j-gcY^+dEiz&4kYzQ3vZq&d`gtRdCw4t?$ zz*XGs{SxPWzJ73e*o+5JtWIv&*(6XXi`dfG&4a|Is!z=wY_RUsj@6q<01*wx&Y>*{ z;Ha=vgK;Dt42lCH-d&0Zk-b0emy;Y=en#a3tAGcS20h=)e0lI@z~(65QXW*k~8 zqOf7Ft>Q9AheTKydn)V7iHEVsMgRFV#X-Q=!&ANSiQquJ{-t`H15sU{Y6P$^S%z;9 z__>kL@>%s6`GW^VH`gv%oWTKp)|dV2+(eM+_fO19<$#0b_p2+dc+j#jWPCOg*_JjYdK)r$Nk&eMS@q}<4k^6E|fQX zI5f`ULdcgt9lio2@W*Q3??1!?-YQM+p;|T=D0Rd(txkl!(JjV@XV?%d{`%(PKn@7% zOgn^Ub0O7#!7HMS3nq)oF6EhX;BlPt^muk6s8>kc&pwj?Equ$5{Fj#qf>L$omRqvn z_vEe|^By)V@Xr)-k8xn>CFht}N$kT7`KxDfe}?VV-YQ6Y@s$Iq(Z%$Kx`}Xgi|pD^n;77?)w61zh=y7Akx?&7BIs{f@m$=1 z2hOAH$I|7=@X+i=ycK^c)XQ$~_PkBPPt}#1Ut1?aP`E*=|?`)xNFI+jy#xcP%vLGAwfX2YgqQ}t@p%`c@ACZzTh=J6{RaQd35@iOsr2p%Q2`T16CCjBPlf!|X zxr35pC%B+z^>E80B@%|yX7=44B;o!<;Gts4B>25#CN5qo2_!D2X%G|=&PIG%_dcBm zn!l%yxc73wrtD_z&(|C{`){XOK8**a(o5d5;z$r@-cFI5AmP`6&p)ImN!Vc$Y?sd^ zVa`p|?N&YyxRXgXFMo33FfC*G%MK1GPx_y-l;;3>SJ`#)Ef*|mYm^6`@Sr#NOaIDI z9;k~dWV_>c8k;^K%pT)`p5H+WIdvXLO03xX^BTSf<~M)xF$eZtvJdu|XTz4G2g-Zv zxv-@B+u!#cJShJ8C_4`K$!E7GNN0DaKT;$iq5SnanMxkehdG~~*x=tq`v4{S zEiP<0ud3lz$^}=Rxup?7g60N?>=On_5ajx^QqnUC+Lm%Jhy^5pineXr7e*4G48igr z9!XG^aq24F4KuMi{g)vLTfcQQw%aGei^It^htg7DY4F|+XB;qnr>~x~N`|K~#pL5P zBrI0{974r?vV%CfY^*8~w6-WDt~eYI%9V>6ve(AL%aZ8nd>R|>tDTl!tV2SR!%wr2 z>q)Trr={flmt@GHg%D}OsgU3~66Sd}4K%Ks9UX8=1)UgcN@Gb1G!DHrUEGuc;gxS* z*DEE15MrvQ;P1kHEL!c6DH0-O*PU={Cc(2=hdZzn)5cYK^d=96sy5y)yvv1l%IdEI z6GJ8@$t5sW>nwbs{;%5sncikzJ%K&}Zz9@6f4WN9~aCy*?4r&3NlRLkqz@^9gIduYQ@IL?m0RR6K zS9d&>-ye?#p%PLVDWnpzqEK(7lvQa-Q6b5)h9Q&U4S_^Io40N=$s#eKG9Vt+t$p9B4jB-Xe~pL%UcUltcpQGL&c8OblI0!9Ogiu3MQ38KsDjt?kL6wJnx$ z2@r#tAL67@E`-zdpSKhoMHn;PFdpETjO(^3es3R&(R-!f@bzIaW}Pl<5RD~+vg)V# z!mG(hYVcTS@J9^S_ixl=!lZ_hzYewvgQ}Em5sG0lXG_bz! z_o2p|Lx>A)B(Nm~rjd2#fs@3DE;7`0_$k8P6~_0LKN91Jf%f8mZc8f;qKx07+=7L%3+inGPcGUnD8-K4$MxQXsG;J>~_1HjhE%mH($5mBeltQ=8&rpzXbQC)m{i; z6MU5a?X?KYsr1Ba&qZiVd&p=l6l3wrZ_oa%O~#?mgVd4~F+4uZnM&~&;+XPaoL`g> znmb-a>&_CRPuZ(uN`wez*gyHf7Xh{{n!9G}e?t6?&3RW%5u*Nk0sFT%AG)&N)|l(^ zU@_Z%rs^gEHYhAnS>`WB*Q6SbYI!oOFZj>#xFtq#%1O#hb20AtpRlFv6635{io9pA z2v#Q|52Y3gkZWgKQ=2XXwQH5nylp}Zs!Wx>lP^Gz`;DI1WdgLE_$7ufAC1P2(+Y3% zAf2rtQ~izym6l})T_VJ(SpU^wAH^sza~4m^OM%6n;D>FSQczWEnmzhL4DI7DnaMI@ z*z~C>_x%;)Q@vgGmE$RJ*zGdzZI8YQc7G4?)cI8B9*RvqcM+Z0m2`zo{ZV+7DiSN@TxC&KxrY~}2+ zR5(dox;OSb15-RjVJX+MVVpr_d5GqIs(?T#hIY;@?W6^=KvF)?=2oX0mc$PRxj4A!{ z+O=-U@I19Y!u+5J8*87sjQI*-EaA5_e_Vuz2eW&3?GwQ^*nm1uUx0vjPxVvt`4Dbu zDL*tq_UXUw)gL4}CWw^{P)I@f?LD#F-^s|jRk`Hiq!fgVcglONFz1w4^5ZYDB zm%6VJU3u?ES0Ufe@m~1JV@QAtg$u0qQH5|Escev~5#i59@Ba0#2+#UVj!z&NYZiO0 z3*DOxi<|2|Jb03fwfQ^0NJNu$l)Ybhw-_A%J6ZEp#5gS0zNWWT1et{|{O3_b@Yt49 zXSqy_C!06vQy)5br)T#HPfGFuGE^F^VaI@(N3zQ>G$p(8}8=VI_isaNBWTvOgs^(`dyp z0qis57CRDNKHIrVqZoWt>{tGlj18~M29m7kbyE5O1JyuUkI1aRhTpZrTk zh&&y`CjUkOl<$AGlui{O(_Uh+0z-iAE6?I33Ew9bg-Wu$1vnvI81mUsfV;n5mVM$0 zAvgMKwxfdxhbPIJTnZH7=f0i`hf_qTEj(DaS|mb&MMQD5j|f$-*Sp@T6(YC4BqTdc zh>TS`Vgj245FWRdlFSeyGdDSPcA5y4avJT|r;73VdRc*09^tFR{`%}2B3x-;&$K7? zqDvXicue~HW!X`u<#7TyW%~s@uj0e1(aN+zhL7{0bSj#KZ39 zCXdNG__%Z}(9DGB!H!3_24@!u;E<)*I@lw?li`V1ZH_`{cy#W2^GSd#Z7#dJRDi4b zFJzZ#2@v=Gp=AADKDs`qg)|9yn9}DqSM-pNtl!c(Tki<4;_PNgt?vR1Tuarg9v0xK zsgiqqwE$H-ZC1lN0S?(+oGEjVkGSi@ zb$9UP!carnbdMYt9=~rLEz00x-usbSB~u>M^em#amhfQrW_4TVcOKkJjDlzQ@uB(Q z%?33IK1T8wWzWEcMeLERDSz4U?Cbj(ji!h`9%U z4*kg_I@CwwMQQR8>~a0m=>{Ht+Q+1PNao^h=nkV?J_ldsUro5Zhz&#T{FJ~*4y>+v z9bHzxPT#e;i1~smrU6?Q~4T;f!^2;?JaF z-1W0*I!BCUzV(IDb^-(jcv>Et;G#rri{qI+EKIt>UZiQq!pizrN;!MD;JA216n-bZ z8`bH=j~7Cexh%_Bs~2~Z@U<1e)1rQ@N;$Y zg{3h>XO8){jqjSm!-{sEFToT##E~x+_OkKew`J++A|6I>4_^F6eA(ZmURE&3~#h#M3VrUc? zH5(D%u9Hkt*_$cEo5{Sd3y2Ois$RJqWlVhb%a6>Yc0Me_S8e%7@E zSy79H*b_UslKX-D--f$S+Se2Ps>>Pku;)Ya;q2?C={&5}dFbF<&WB#@s@O_B;uqh% zY+WY=uoLNBEPXBjFId*!&sTu!f9!M3?MQyyyEMFIBM;lWpA7w;$3;aB!+QUJ9Q6Lo z6!4^Ypiim`N)6$oU4H4AE1`VIU3zQ!w~pirs?$`(a6W#Yk*at{a>gR%;cFE%!owq* zJ+43ELY1>n_8iF}k2RdLWWI7heW_>FX~4%ugWv6cZV0gSyHQ!8mJqGchiimKgy?u} zL+Lalxu^K(nRgumaGC{TSP5YGRmtmN7OBhYCb?|lk0wbvqa8zhd~EbL<8sJ;rPp0| z)kNqx+CK9+$M5AHpwdn0aTpvwva3}e|pyl>`)pz87ZD@0t zAbM;auTkqF%SZFh{{FmvE*w}B4v%s~Sg=bJS1Wb9dul@%;L4nn7&zd&$SJ zESY$j@%&6~KO3Vj&Lmz~&V_D9-o_>W@eq9MK%*1UkIL4m`ZO)_y->qEV@|BCe3P$KZ zRUYyKwQJPWc*xw{&X`Sp_nFtQF2{@uxfh-Nb(c8U?>gn`uFq_I?&7l3bl9jn;uzE! z#(~9|MdHMhJjf^P$)OARIQMyVsTryJo1WOUsg?pn*W?~99p+A%y+aqWkqk zZ?4InD|*PWpG$X;?)3 zOxh`M&LSrPZVs!SC5rAH2tgS|J zhlNkb)aW!GoUXlzH*x0TwA|FTi&0$EUgn>FWy(h_{a@N}5Xs*QyatSHMKEYyxxR=) z=JQXsp&zA1h%Nl3B|&)nI<>Y)i_BXVFWb{n1bjq}uH5}Ii{$m^t~a0F;9ydEy)E4mRJI!^3}5*3hs1e{M4Fo-suD65fy^ReOfa&jyi_ z6Ky>B>x<$Kk$j*xds;`qD;{ojx#UfL!^2p+(vX}H56`zh-AOsbMQ6LkyB?wg{*LxL z)cc4ZKNrfpxyZtQrcHxBW*j7+RehRI=JYcv`C_Ue7mqH)gdca|!fI~l-tHM(2-iwD zwI1bQ$E!bEHa%ryn%k3vmv30OVeb=gLY|32JP$NaXW(7dgxSPq;?w2_^Yi9%;1YTu zU+o1Ord<|YbF@V!3UxOdZjHd1tr zb2Q1lf?}TLe$i(_`(D_g+pbA?ck1cyUJW|jmYG&G*R$|>>(xKMSsYNN|C&F%lnZm= z?7!^CTpSjd8JZIPy}cp1$SItQg%3l!mVV+Olvy$RxB&-m1BUDE!q|wAki09Q%fhsx zdR|~G2lCP(#YzKQjPuv9j}zZwTgxt&&*5R+#qh^T4m?oCgQxHQ&V@@`uHvB&9L#gL zRr|n%1K&$;pR_I~dY3k7_Hr+Bk2DiU(`KSqK~HB|9OuGG-r$>*DHofwvbythxk$hN zx1%SEgXe8WTn9(k*kTfCxVw)9?cPtVL0=dUE^_`ebC8aHrRYnpubJro^JjAHWj2<@ zEt#VDo(BZg)w!}@rT#Z;aVG--{$pLPvPmdv_IYMCM8Pw--h!P)I+wcDe%vu2-)_PI^E?Ny__Q1E-QO%-o?G5tW1% zzkSt|Xa<IpIkV zW`9{1v490t9mA)clh`;-zkg~@CY$6U1!)&wHq3+`ZTiM+yxC(SQ8~^8>vQht;amn7 z%6}&kC6eHpUM&A+SrT4GUh44N#D4-ahR;n zT^-%vy^(`-`{JQ|f=6xXua<|8vS4a@RnNhVfsK=Hx|mL7AX%utaGO0Fo%>Fz1h3%W z%!6az_ z;QM&A|E1%ZxQWsKHW3w4!9Ma{RBTbv3HORifd7dc+4+HqP*%U>ZuE_Y+>w*=^n4mR z*vcW+6*SC>GYL+{;u?$4t_a>hHmiw%j`ODn5RrqD3vSff6>iw5IM+Z2w{Y0$qia`$a)A`;ZR8g;a( zXxZ7bAoNHAOb=*{XUWAwvTa~^;q7?ne0_1C~-Ocq=njC1TI8~=rQ$R&^tcuK|$rLmvn{Xvh5j;9BJit$7 zz))7TCET5b!B;mI_T6QHZBe&xU_H^TTZJ!oZ)G80=}PdKGfcEBmypQb&wz*J(8r?h zbo?+gaxExk!f}<`*SOVexPP?SvW>^aszbL<=_)pAY*#&0s%GQChz8xKhMZUPTB?%Z zaG~}6DN?Ihh?B57$?9gnwM^Mslb3{PiVgLC0va-mJ-&NBPJ+=KlapoZnOK{mIWkp= z1?lGsY_~dWiEIc`=Y-n1} zgp1+FXDco-prdVW^{}G4pWcKw!LjUSrlX$7peX$jE60A_{jFma{Msxu@1y z&DW=c7xgWEl<4L}S>?*UMGVY*9g=72w(5l~>?@^P8Q7PLC zpAD!uYH1nS^pEhmm=dhLf`QlNntuwTzkf^%i1hL_6OY}EQ3^sv_D0LqhN4VH6YIOn*A zCBc`ia2CUhrchyBADIP~niUGH5w(YYmA-m94?wNT%gB}w#n;Pv$k zb2c=-R|hJrW8+nB&+DGWY*a+fm7X<|g<~ClDP1p;Agynh&fG-DmnfOsy!nav^6Y4U zO-UjObF}W9R!oB8!Sh9XW-+jLp}`a#Nd}HMRcDv{OoIFi?;PEBI(A;^aX$TshO$7V zZ#l$g)z4>ceMNXUe>*de061K&1Ruft77&1-Aq_9 zpVi7|Gtg>3@2!GW5^6VGae=@MHNINCZl#Px@ zIt@Ds-!6Oq5)4>qvJStjyV=I>5vVc=xvtYi11lhEZ- z($=I)d`2gWSN|pv5k8@N4mVLyK~1pmaY;n+>gQFhk#u~zE!bpC{J?C;<;TWbbT|*R zC0Y?a6zOb!bw7pRI^ zci9yY1N*dsAT7PK*koF?ea_c7jBB%HMS4rUHSbQ;FtV#P{|!Q->I6ZEk{Iy4^loZS6%b*LDSv~``XmWUnO zD*yYcK!d&R_L&BfG`J7Ggu=Q+yxFf2HiJUNS(TJ|Z(dNK7LdQ(&o==X;~LW}La6An z^0Qt;{C{AL;-OObN!MSmpLCgy#Hq%HLp$l%s`L0ZeH#r< zlemtp=~Ps?Ygb3`6L9%f%EP|Z@!0)3NgRWCOwdfdrKG4hC0s5gr$Ix@nO>==;6%iF zjXQ9|$bFm-D(jFwyiKXlR(?i-YUGjL=zs*!1}A^zDaFIS%k|wiuUL%CD5&4@EDo0x z2bfzr5}Xig& z=TYv2WyWK3V!ymD={Hu^In3*b#p0xs<|<)lv8r;GS)*ng^g6=Mo6LYB&{$dZyITatYl`#y{rvl~m277C?B`L);*S_cV5MfO6d zgybu!q}1>HHP@NzI`4Vk_qp%S{XAvjS$3{-si^ys|5vOy4a%1^*YCcT3NPP;V<#`B z;E!_jjlH{h5Y4VzvUZe<=GS(w=8ZUTC~%ycx|0m$>^+x!G*hspWRvM8n-rLKu6d$W z$Ad(ux2Oy8-sIZ+=m!B@xC(s`RyF59xVbW4yNQJ*J?U?j?q%Yy?**67FB#bE6VyNI z!$xvNc7DYa2l9nvG4VPMy6Z&(6~{PeTXpzx_H8z*7r55ShqAycYdYT?&wv)$?=J0j z5-#jJqOEb80xf5E(_!T#OkNuu9XP-Q?RiA1ryvVmceV;AEM(!8(Cre&Vir!F+4$q8 z6BAi(YsufQGq6SHZJ^=|9gm+)tlhFI2`#N_l|=^u=yuCH;|CNA{Nd@Th_IAA_lCu)<*Ms4s<&*6F&HviU0$#rDnf%)g? zcgr|vKYT0xv`jMA+b)j!x0Z+Q-j}B8WFAVMwy*yk&qI4@Xg8%f8Pb&s23^5iNS_^A z+a$)p;#2>+o)hOVVZHqH?G6jC4{4Y2W4TzR$N%W3%LB)GG^5T*)-y;pS9; zuDnSyN(@9&NS}!PzU%)uZ^Q;ESjO;uIum=V9P(5#l3DYftm1D*-w!e7p8La5eN{z>2^Gnc{}a1K$MoLu zw&nsF-j!>~WQZ{ldRDAoRFRE~UzUI5li5gUa%JhhCf1M9v^z~ zO_N+qwx(nhjdD=1>XOEH;@(qV&X=}qChBeMP2JSSz`qZNRwuX6!D2SG<);z4`F{8K z;~5TEb|-6V|8lV{<(qY!vqsfdxU{Bm#6OZYivwEP2uDPB%{Hn9=VN7+zFoILs5j)|IF>d3G?6LjgtC0kZRs8 z11%gJ+@vdR)t?Ltv&Z2VM|jvcy3<_tYYKvuHyMh5OM!9o5m%K79zwPU9N(dzjN4^6 z^Z%sByYH>hHw`PdvCgXeIjm5iuC1YJkWkaz54`+WKKD)0h8LX?R zxh>^foD$DDxpgrI`JN@B(c*>&gT>x^2U?WlW^d3VBn?Y+Rpf*P$A5ajvE6 zlGSc5@~@r#IcCEJ_eA1XrY)iK$vp2DzgRe=*Jz}>pNZt#6{-8J=pb$R%OL4ek@Z+D z+`yiW!+q*{n^&+<)oVN6TgSqDSAFmu1vY+sxy#LnWkav@R{v8u7MyHr$E<^ySfcl2 z{g4;~CiCA`)VU`?VdvQK?FWbnRqFMVCi}e1_pM^w-Y|T^3n5t ze+$7s5AUbKohitzYSwvAO#$ua*wV9v?@t`QDm}&LV#}#pCwe?N*ePKt@aGQ`0-vXU zhE}psQ6`wKshkXT-)%zwv3bb4>Heo-kcR~t#uh#wdGNZw7l#k0 zluhY!Vb%BjP4zGvIc^GfB2Kb!%R0cO#)OH8G%wY?S#&gT|IS_}B|_`-AFoXWCv~?A zNNjauVP~k#tVtycgC}K4suFC71#eNh0AXMss*OP>rDe#S)ii<0^TZ4S=;J}5U&=y$SZ z;b_xwF38+HdjrzBm^ri{tA)wI)c+z*&k*Z!{-iP8!dN(X^Rm)Xf?I2IY?hq6&&2*{ z4cpfBT>Q_qTdQ:C%r-KhpVuzP9^$9JVbZ8l2Gd^->F|NVIC@IkEbz6QFEmKRkcL3vRc!|JO6(rBo?xQm)Q|{wjETneKYDi& z`fH1Gs#877L;<}y?B+=Z6qWmo*KMPts8su-WhE7wsU7oM3ggjXdoZ)`F%<_tWzQ+) zF;MGg9qC2*Vq#CmCwWH}%51{obe&mH_vo;Zy~%{<<@CB6*BB^1n5L>{Lq~?_zHH_o z6%#}I3geaIk@G3p_VXwe^;Ei=MHvHXz1s`AMVP3MwQ>JR+zU5t*M}dEh;@1{BzH+L z39hb=pRb^!r{G+!mJl7YeQPY3LNpk&W@;@26G18XZ;wq712+Gtm%gg7V9~VJrznvH z2c0zK)mm(H{a7sgkqM#re=Le?4`8eG}E9p#A>(2wH16O)30 zh6Mc!R66W@vGJ@v6L+U4OfMKR5s*SMS@D_ZJ1kSpZATfn7rs-_Y=k&pvAEJF`6OI* zxpQRb0R=r$ksT+N#lvfroWaA&IP@t$IGLS7!wu{Ib=7+{$BQ%6wi<`YPPDAAI?t1h5BxJRdPR3kH0?nX_xo08~ z@7r=a_Gp~Htn#+wT`W>VZp(-tN<`(!m0@lYNf7PHcr;&^ z1S=8!2bzsZ2)Eq*$)JXcyaa{Db<$L*A28bUpJxIxj`20~isMkERZ#!wcQlG#M$Bb+ zkr6snP0#G0V%fM^;EIcM{1D!yUrGFa5xu~9^ON9~#y*uZm*}XovaniZoP=0Lp5Wsx zRLE+nB}`Kiz_U-9{M`@-fo0YYvki%R&GV3B7twJ|cALA6GXo`VZ|go0`RwI2J-?jL zpNR2qs@PEmUZ?C*vM;5Byl#vU_J@jKouQy^R}?F1hGuAL#h=Yw5D4 zFdEjXrXHpcG!)sF)(jcaFqkovemaGUIh|fx z29*NC<>bya5%EZ*^e*qNjDl~ywl+;&=T zM8#X-q0kPB22x zsWEV6ThjWYT?`bJhke?U%!Hh9U$a*V6DK}@JSwlnfab}8s>ic5RJwI6mxgWs`fF^6XASyGVx~*PsC%@B zYaj*d$IT2%i^xbnVDy&xAqGunv-{>vDDc(U>|MT}j=sikXA27$Xk3}X$^FiRP}+9w zNDCG|+)L3Y$|Cy2PWS3ILXYRD1@|cGbhKn^4Yy|!{BF{IlocHh!REFRixiK z-O9w9*m0G-jYPkf_HSZHlY_G+JM8O-eE(&}OzhU+pvGn{-rxlby~koj44ar3tJrap z98Bb(;5B#o1|kQ8j+RX{GQbhY{vA#5`=ZPEu@nOi@!j1;aVI&TEWJOn@-#7rs)`)v zX0kzRUpcR5z`~EdbWT69&&@f|i_)V*Aw|VzEFck5N;!L<9c19R#@_Gc(ky)2UES8N z!9x18tw(s~EQp(XzO{B|BJxDQQOgYsTd{k#v5n zDHf8a2i)3(>IBK{{i=xX@H!a+dp+}&j{V2eI0XLlS}ICa`G?3P8hUipOuqZkz;&61pD+~*sM(Ez_JsehE;;cc zHx716wGTSeqcFwK;;QGwL3O4(Hsm;NsfIVD?Sie(9ZN!{`vCVX^9wRBp= ziqKubp7e{C7+9dN{DL*X_w^nPQ{iJt(8*X4z0jD78K%D8hAr_JUDMzCu`34Z-&g9+ zzK_G{XBVafe-XZUQm$rOLFoSKhUVdFf_J&D8P1PrF!VC$_wl1*V9@N-PA{U42I57f z?(tAi4AyKUI5+eDI4RjB2AAKi(VcHdfP9S{XFI`@Z6E4&N_bQ(VS9Ktn$QsZXs7x9 zU5U7SAgvwevw+DWJu;$Dp=kpIAN{)LsE>$&l{INSbIjmM@Nifz9JYEk0o2? zR|H_V)?>4$d?aK$<+i-+ibehJ>+b}Ih+M2vm2c0CN9Aw6ll-Z8lt#X|-*h|reu8ze(aa3SF=fi+x7<1U1BbgCbvGyFQFq&i&Ap!4jlo&1z3ztqVrYGs>Y8 zFa4k+sFmeL@r0@INs+d!5cp8i`BX*}4Ev2nI{Krb`nfo^z&I8@mM``hevU=>;{)A~ z#-een{zpK`j!1+PQ}7|>Ft{x{Ze`dUh|-`PmHb#Ah&uN#|NM>M&=p2P{-J1W?Yz}F zFBk)Py}@fdw^)#$)mvW^iNm<2P~Gs780;_^8+h&(4P)CyCY`R4Sj5n%a9k9M(|r^1 zPrSp>6MR#{T_y$vQM73L4e_{D=5+eZrg)f`8P3J&#DmOSef_0Q9MnI0?$*?cL1I#> z)yClnC^4g-lGle|U)$vCNBX{KT6E8s>ktSf*&97=t0G~wAWU>wM>I6u^B7VmVi4>v zBa`?o8XmTHKl~PqLWfYuCOQ9bcqqQO?_*AaknH2Fln34@osJ|`EI*0>onQQ)2R)J5 zF!o2FnFNWg%9ry$g<{IcBDCu_@tc_M96<2BVA1E!-Eu)NW%^H@Z}EkPLInSLk_W<_ z6pVaVxS+ILPJ@|iiSV>~{YA&!Va1Jp;d0m?O6x?2vX+rxdM04uil87AsMR|UeGzTZFv5M3&L-&x!&;H3bK+fT9uTY5U!r4Nd4x6OhtA1g-#?` zEw*&=Jx0RR6LpIge-b?Y-rXBe=MSNOhi2=-y->P=D`CIe6&??_m+iGZ0Ew$#8payT ziTTjI-?-%%l*DW3n=bevM=j3VV%{HiOZGIe?vP;T+%=;o7J$sV1NJuqeL=3%_yMRz)`ortYx)I8a(jfIqglxtRKStn6wT-f2dzc8~G;U zkDOE|e_si2kVlk4E(Uu*R_UVt%yviA+%h#$+hYj?1FHQB-n)&0P@$I~6A%y?w#36PLPF+eO0c%h0Hk6@E~XrZ}{m@j^}5&S%0` zj-kmz?1MK{?3W7w4`Xu*6*ggtFKvcNBv;pC-%(}lyS&>kWGB(&@5&_W{Kh~z7 z4aeZ-JcH?OqORA%`rdJfb>HRuF@8d<=Q1mz(C37ygoP_pOZ}iOP=0)ULI`;AjeTY3 zLXgS$dfvJ*1RfVjF+W{{(CU+`ZSCfV>T{FQv+Z7>H_a4{&|NSnA$dh}cn|1|xGs6& zov@;Yxc01c!GzZh#*P!7$lLsJm${=Sl*)pJy33DYw77gnWSA2&4=R1hRo;~|Dpa>MQuGkQSJ%9MSn7rjr!HMhmIrFyOBGBuxME64HMY>&2|COFUHH&p z33{CyN!wEcgQPaO1_t=0<|Z;-`u0%bemA<5?TtL6pAP?Z1i|pb)!D zhd}pq=u%!|jG7t!%A+>g{L<#Kf{``5`Shz+d9k@xsFvRBZ?M7%)kig!z0+|5Pou2A z@0SZ?Us+!=33tLEt-Q~<#~L0|7iE{2>0z+5{zPN5K7Yzk>}+kWJ%8}k-`=t--LAx^q6OWcR$rEe-P z0#L*D`ue3U7_v9E=&aEW#lF66DGvsN;ijhadi6*ES_Vk7uO@sDFceTPYI+Q&VfD#- zD{L{Fq;^J3-X47>317d}c_ZLg>8L85gsTOAAA0T#MDW?M|Kx5HK3}`z*Ogdb7{BFzQ-@&(_b{K`KED;Hx_#z z;nN?6RzAyhhQK2|ZkhBlC|z>5YJ0alyaH#aX1Pam=vyQZw z^Gzq>YNNE2LEm@qnS{0*f-TWmndyUDODFeCLe(u-OhSdsq}>Ka5Nh(4=}e^u!6P+a%j!QuKS^yCt8RE>Nc1iBpL(bfEthu@a)y-fyw%dxKFAwXSpQGY2YR}e*$)m9y5;{qHP+w>^0$k( zKWMms&M#dmrs#md>w69id+&h2eruz~N&|k4;+(^yk!^gtBU`O*iR?v>($NUV7la>c z(xSA!IKkt8aSgu2ca*|6>}^vee3hEHup!A5HE$}SosX*Um84%k5mYqc*O*CY$~rso zm8O|3_R_k1ddt?UiupE>txd8mtUioEA(BVxCxVN?dU{5J9w_*+T+rUb6^6rJzZ9=I zfNo+wth%4jEh)vZK}QqxEPsx3jT)RAswO2o-C!4SW4~mnFRc7@#2T~%VI?|#<7j0t z(sL`8oihu@U`2|6pjIFXZu#E*M)VE0R1a)VuJ^=L+UPUEepj$>lx9~d5jkQpy*45< z2vVi`zv4Y3k-qH>z2jySibQKnDK}#v@an8}Co%8zG_Z z_Zjg6K05>@s~qBg5I?xpPQZiDR{XH#BHN4KW6<^^FW8=68Z!3?`2>E!Bc_3 z1Iyp&&zcO%CpdgMtjizd`8jG8+43{V&R?=#x$sACHfEQv^WslM-fq5h)So})Jn!(x z+nfJ?00030{}fkwI8|R4Mk-MeDU}9PC`v?jU;BB^bN1eAt#{aK6?UB=-M?fDp~zbHyVz|Il5&0iz+IAL zC{nhUld4VB%xRFDwX$?NruBa zgx?scgO^gY<;F8p(Egs9e$Q}#;r*LNMOxcQ8Yh#i7W{Q2EmdB%_`uY0QmcM`_^bWi zBu9zqD8IGdq~W~n?q@4JNn(Stv&~D7lJaUU+VL*!CkfSSkFjf3kc2vzNm7+7N#q;% zj%ECIAg!zKDtgiDNfKhTe{Iq9CKXnEO?$W7nwO*e$leV?weHR>=l<9<%o*Mc1NP_>J)F?bPESA>Ht5$fN|d@y<#cAKqU+?IF8 znu+qy<^Md9az5qXi3C4{hX`eJCp>Y~yK9fjH#=x-yY?|T#sUNRab%wwLy%XSWauU? zfzVp&RaXy9bpGpa2>iPTRi0O+M6cMw@M^N4d8;!<&mJpL3-`cqo$M>``KBn*k@8GE zXiU<`e6lWD>L5uYk;*-D#Fx4v_Lhwm2KN8 z1ZNh4d8UMwJ1iS{mSWn+?|%FEkkU$>CfjjhU32-JhzfkErhCAR3i zocJzg#1V!S&Y2H(Z9(81$)yS8{UoWIs!ohBTM|vYH};I09m%jZ(?cWImPFoMUcIJH zpX7F0tisfC2grhRUlu6Y;PLm61^ri#A;+iuslpt081nx{Ni`mTn?t0_0!K}(qjCE` zYZCg396y{^APZi0#CcYy5y*9y*H~v-LN{KIxBJUsbceSTHO_O#!tkDr!j&h`bb|l9 zX^S5wNcoXL+mFM)t)Fo-!~w%Em=1PE4p5sqKA61J0iO@s1>RA2#*c4H6K`#FgNoAY zcr!;Y{JOHHfX48J?vwl4&6|Tz`#Wn7_0DNLQ|#z<)AK^8>#b6+6D}A&ba3cyy*)1H zEhovJJp^+ebCrp^9ge=dbt@^@1?jGVkxz!)z`FeYX2OscuBbLFl4v-I;c&xwC!~); zW9(D*&od^duVEcnAFoE@`JTG%R=A%uWwrjVk)jQ0o!-KYy{k+~LI)ncl=!)d#M|`K z)AbdRKV37TAnFhX-fzF|VCxKWgMp8KkuHX%@9YkJY)+D@PF1X&w~s_NTl=fM=Kv`$ zxP4A!js?l^;hg{M^3+LgCo3Pyd254wAfx$3j173F-`<<6<%Y$F&HBZiy-;ub=U76H z6DI0h=4@SW0S)R%zm&Eq)_oDJzU6iR?}Y+sUpF0w+}3j5eCjb|UTEadR6Q|ZaKdui zDqjSdwr4Qb1tNbe|J{Onr{J{djEqH`7sNaMTR`pffZXnjm)Q?IKnwa%yRgm!H7P3! zLq$EI!%%Ayd+&qA|DN7hAMXpNwdae2yiP$?%SP{qN)Qwy6^@nYpF|DntF(#zWfB${ zy(DJ{$%jo?Z*jo-g$~@D@!h%egmv(gxbrt%f8>}4>tur?^Llf^*$#hp?bgpdE& z`cpyJ0S8QueIG3Iz+zqM#BjY26e*EM^Sn>vsMK|P>r4K)F!9CN*zGuIQNESzYFE@Y z_8lYrbw-or;EN9lt|)OMEuqVQ0QfG|D6z#j`7~Zd@A=Kd0w;GRzn#-j%<5 zYi$@rA6De&7Y5^YM&#RBgJ8&6zG+py7KqMQa|AJ)f*|rfTDLzc7!A$TOSiK^!N~fR zd2b{fUjzva-wsBha*?!psBZ|a1aKUdTns?#-Jrh(+9$v}!>o{3^n%`+?LGAUo*4Ev z*Gs?U1!>7I#4~ady;8>g!>_Ro&VMoSFEO_0|WfgXzR0=YZ`=1 z@wf!>tS}7Oe>W(67>Eha+}kA?zF6ZQsdF&i58ZE$godv7gKlFild- zGyS2kp~|VZ_k_aLwpg^OF&trICm(Ji_$9LE%d0#8MWMO7`iU7Y7XJFGJMQiv!@?}E zIhsbs56U)9X>u&i=gm3vBP$Zc)WC~6`QaGbZaY4CEffNWj&t_k!%%Ug?O&{Z1mrbu zr4Me7!o*II{ z?0nSsIs^^I{@PJHLQtNPcx_)|C`M$Ae(etmM-8W^PjP+}^wY=x&76xt7TdZYH6{U$ z>0vTKX)*A#^YGds5`jfsaeY5-g`uQ==FnlsQ0O>t@_v|yVoOsUKTjzfW%@QodS@fi zmyprWHXRMA%T_P`<;NrTpH$oW4l;rgU7S5HC!)d6elnIEkCKQ8hgs`byw*(o_1HBI z(*@ecot5GsKWEVwzwPl@TX~|>=2>YXUhC|wk-3(Lz~Jp(*?W_q*Sle9gkCZXg*ys+ z$Q0bu7EASOq2hLl-}XCc;V_30B-CQ;$*%}T3)pKL$i%`fN9IJi5BNTsE9^9DrJQNSM zismnB3rD1OGje4jF|7PWShO%28+}!j+lS-ut=#-z)=M(}YI^*Yi;c&HTGNFtU!rhK zl&<~FC<=d#)`f{oL_qV_zuki-5ioqsldKwvKz(2EL%FbMC_GxxnCKdd?@zV+5?7IN ziLXO*y_1O6*xw;XCCM=8`?V}WEfz1ktxRW^$3luNQrR>egV(16vri4gAUVg!HQF#9 zR-5|H1RNj}KDj`;DIyVDVwUB;IiG}$M^aA8`cU9x9%1EsJ{e(Vw8E;PMBI~aHk$ED zM72SYNK|?vuI+E>~<>rfaP_dP%tmNmA zij#t!V*NZCTqPuOUVlk}wC4wh&3`Gl@IvPOxr-DS)^?_(@1wxArfR;pDFv^rYP)ns zD9B6y@Sn7D3U1HSy&dJ33ZZ{_SIkOi2;MqZ_SX+OCf*rM7rkR3^hU{%r;ap;J#_V4 zEuVtXHhS)sSSqrgth~d~r{J!tUFX&-$#DIYA1vicfnL6IWb8u<{$9yCZ}*A{zryGv zKKoN4BX_h>aWxI~ZWF8heW?)XUG}i7jNsF!?F;OQyv<%o3!n8R3KR_<8;5O3hCF?ITm5S?c=Bym zqgjN%rRQq8HzlBC-S6(5#R=Hmkr(o(hK!ka54R`2NkpZ;XhxG|GPcbb@oN7?L6hwD zoiS-CpluVjIJ`3j1wDd+IlC!{YdtPA(wmG@w&beSHAJ2gevj?GCgZsEQqO10sc8OG z@LoTUii!KeOo^TpxcpHZ(2yeXOkT4u`vx5kR?8Z%dql(H+b%}-hf?9x8Pj=oODd*m zb%xqYQ&BOh{`o{fDxyQ9A3N`+;dT5#Q{-kknmV$J-2)itXJJLU%x~G`JuIFP7A-4E0EX@1JmIgyT?c8(E=rAhKTk15Afy}w9@?(orP;>iw2+M?mx}65;+A_(A zR^Ddo+nJ zWL&1KdHP~J86Rigf0#p}U>w2gc5b7>!jC?e;XqtiBhuCW_#%)!g~##!u03a3D9) zfKErZUEHGF^9(rA?w`tGXf->}nu%xgH>&E0G2ynezWB^qCUmmqrHk)lV)0~jbNwI_+-L*2 z$X*s`%@Nb>XW3ZUBxSfei;2JLJa7H$bXxI(_CZT`pCsOUwS`?%dTybyMLPfPS)yQr`3e?tVUHMM?M=k8jymAUkF0AQE)bvwr%z<1%1&4%kJh<@MSpBeP9_CdoT0+I~r4PEg|dB z+{HA^s}mS^?587K%DQ~-5CaCe%4hXXv2gg|zwk{v7`XlG_TMkFG?-q|u6(zgjxF1%PF!F0JfF?L$H>)Vop+hIdFs<|!8i-Xy*46s${Z}4BfaCzX%0R- ze|I&yhlQ!Cb0dm$qV7fW8BG)>Y8qvBy&^LqwSVOLx3w&ks^+c?l49f3x<5T@4syV7 z{3lav%*7o`xhvAfJRJT}W~jmCqV7gd%(LHYWdFEdwYZdp#*Z1t0vEFI=|J5UM{yP$ zK3iXExz57D3&&>^EZGn}chlq+n}hA6U0l5cE<|M6hqT;zaJNyGTuyvfSz$l-IPw3t z@jP#_Iwt6&yxhuO2HvKh&-u$^;KQQrRteu2n8-Yn>U5QfH98v-8eCWyn28yP@Mhyc ztYK5)7{RM!H^m|bU}FlQA5_kSm=3Pw{2eE8ZjGgPeJ^bc04I# zEr$WAU77N`%<073b(E!fkOoJuiaobxQ*l4D<_2qm@Bz6O`L3D_Oy|9bseZ!1?hVb; zmy20Y7<{-;Xg3Ep<0i%fRJgeHprd!gIToIdPZ{LeG6}ylvt6{G3F~0zz9}M3R`H4> z+IyJzl(YOr-w5GXH!4d`gs~wW^G)?X84g}(P>t5vanUrV;_4<_F6L@47*wfYLt`dn zmwgu#vHafkdjnahiLy4H8^D5vViq_3C>u5sWyY%iv7tP=ytMiwp@;dpe1K zX#JKAin|!SsGkET@*K&2WiGY~hmiMZ^H6qrSBlCa9@N6MV~f(+2z8y~Ft3=2TW?hB zgIow7kuVVSoM0f9ccj{j&_zLI@%Ef+Oi=iixB5Jx^T!!$6l?fWZxW25vSpLP)t^lRv5s&h8$ll=pK zf=9O+PMP?;VnP0NeL!Cn8_tqdwb~UNTvXWm)a*MKuP?TIdHaXBLoG zNE7_F@9ue1$HMo3!GM}t7JiQH{gzw9!jHtL=>1NFK6@jouUT+lM0sTRLXV5{V*TyO z&$zges4$m0$i>0Qj9k)BHZtUm+^27|kbZyxV;L5#^j*obicDmdKR+qn%7l+rf!Ek7 z7Lso}{kE-VVNK_aqSm<_eDdjyxL(M?zt+hDLq!%$A9}ss{*mb0-s*ewz9;aocwk?b zLC5v5IbqL6>1efFQn`@IfG=&Q*ZLMF$jSva%}oRk4!0EzKjJ_xVCsQM1Q!N@jV@M8c_257OL9*0 zkly%jhe|sSnYUk*&mr_%wP?kTd6FD>D!GfBo?(G{sf(RZ%|zm}%9%xd40wuMU3)K) ziNF%Y>H2=cZ`#%!r9NiiW0X#p2G~d#99g$Zms zlw)vpJ<$(va`lFj&(iVNf5YL~R0gVQ?cNm-{hj>FJIk(m5ce931%&6Yam(ar2m@V+zmlL^0?v~rr3=R<$5dNY;q|GSZIyOvLIar?+OHU2v;^v3D4tYI!{ zhiD&0cJuJR|z26uQ2{8hN#=?s*;rBJP36a8w;m!aX6{x_482<%B)&TV9deu z6RVni-*6CubLn}BTx9vkMJ4GH@Ae%X-i`qtoR?89ltl3HM(02!?EoJg6WVol+j;P| zmaxfM&jsnRxZ8s+4j!zHngCQltH0Z#&Vj-4?yjI!T-4-$>NXXH3eWuGVY!@g_@xOR5?2l&|Ck>?`JV(oM z=wLd!6*<%qk2EBmNfEZVFM#iGLfhU30w?Y78Qz%!3@OLlV-UC%MqF=gsT1ILm2Qum zP8wXDwjS#)O2hpI(``YsY49ErcCy@=hMbSmyZ;Lnpz3G!GPglKYL_qO*n0Ef=oEJ( z--HiO$+AxAeSDbOwRuo4@Zn|GXi`VuXy{uq!y@hzw{CSFXcB;bY*ErlAput9o@^Dp zPv~v#N~t{-JQxq}W1Y+A!Yy|#;GB^y0`4!F<$`lh7XTvmjsv>nq|A4lm@4wa{)FY z>5#fPp77N*4bqAZKj>)!WW{fI(Cs5YTy<8MlBWQi&r`!uGy#N6wc77Z6ZP8vm}Rst z4O-5pyIobL-%kAmdL`oG7EKkFxx3>0c^wV(1!gRiq zbQ+@UkL4@rra`3U_2T0Mj)RgmzkL7I}%e3N7RxAupnCZD{#i1{2rBUI?SVaB(q$_JB!C;Aj z)ZlUn3}yuV)K!z9^*>Xm8IvR!%8v-?wvZro>4|@fZ%T0EOmVr&O9|*A%hhg?_8DJBw;wgWR7v(xyL7f=@mN zdr$3<;G$)=cG7bR7}E)t9ET;aem>u21^FFki>__epa}KSMVijFA_$u2z0N%)!kXEp z%kxf(U>)bLANW*+q~1eM3^m0_&N6;@v{;P4lg1aEc9Eb|dCOD#9}*{&_rz+O1&q-$%KY?juj%j-4!@JU0IB@1Qp)JXfeD3rYJ`biP52z zvMSw9g2U5G->mAAAawMQvB8d5xF7PZGg>XdG~MP5nG7*rpL;z|_mmhrCR^NHy+w>) zPAe0woy2&5!FbBlP%)|;m0~aSiBbD3J2g+8)Y~mB!=)uC6h4`$&@MrLrJejr^8My4 z<$J3(i}AZWL3?YP2+{FVUWe`%p(A4FMpr8lUd7yO{OB!$|61kYC8Z)5_j`MLj}^n! zs-)92M+{%3hh5p%$$3sr&X6Z{`7ToL%WYtx-FEa@Y9x#Bh=qq0#&7DGRT-&QuV@D5Xz99k!W9Od3<{)zNE;C_npM-h@gHV(dh#^U~l%?7m!EaIpB zxL5Fs!LFG_QV|q`9EA}J_X!vjS&Wt6EX(42(vPv9F0e?{bRKW8LIjP#$1j(>5!^^*J7b#R59Uo9E;ok z&Xv8t!@_!J=f~e>BG^ZUS(`SBpm$?_=bv??{Q$=9PW4)e`{s~0WhwPS!a5s0<%U5C+7MB?9 zlzl9ozMdQPa5szkBdu`(Q7q#2TbWkYv9Om7jeIjrgb&~UD~u#~Dc=_GrN~r_!@bid z#{Lvz_Q*TS5{$)YWgnkUQ5RuC?SEaKbT9Z4HLgk@;^E7!1{#t%tN-t56?F<-`v`UDbg}2`#XGDgs-8>3RD@tsEZtQ&RJ| zY>ONdxxJmil+2;?S0*x;*4lk%*;yfO2HH8O#|m*b>%`?BA|aModN;0qBZSJcm24;6$DjKhjTAV9l(XB!KK3``Xb2e zn5uFhxVA%xzdFy4zi*(CmY0!|YER)jZ^P5i#eB$9iT7mG_=pZ4SSTOBLv&AdW~4t4 z3Rw#aKl<{p%)Ii;17$w$eaM|(y-|R76i6Y-b9?Gc}dQGeW#B%XryG@bmjrT-w44 z(ueR^e-}d`*4+~ft$HUw{M|yOo&ZGv|p6e;6ZeDL%y{#rAQ!nS88o|lt4w`|>8EhP1=lL=AtH{;{2 z_*jq;OU|K1PaogIMRmdJ9`$uxl-^lo6!n>lf!OJ{|1RYrGIgN*`fNU$?-)-BJtTl< z?bS0=N(9(q6}*Ouv!Cq$ay$=e zrJ4a{Dm>($z20+a91kX!Y*W_m;K3}b*JY_aAFRdW&bnm+Oo`qnIMpgZb@xcgvL_VM z530WqsS6=hD|Y!{BEZ&)+cy@P^P%$FUAltQ-&ym@bQ$62qzw0vpz#81Pc)RASW6+L zevd^BMd45XKl=QAA*!p5W*-=)@wBx>fAM_=vYz)IP9^$VA2Q+GoLxc~ERxDtMRZ}T ztKwj}H-+uR=dWDzqL5c-{$X|@h2p(c?}CUf%y0D@nK2+lr)TQeoGzkE(apzCA7(Jm zNALEYJTf1T&k-J60iLgxH`)K4kE=bQtFp)OA^CVkBYg_teSq{eo8x?(49iSZm?glz z_7myfj!F8-d4te zXTe^_4L1m{l|9GabmZaFYp&i0hL5d#%?1ok6JDv++!bKmED;=LnSq=yOn788nx|?of^TAhKtp#vb*2*q3?1|cG620^qXhFV{fonNN?#n7*F>5zZ6?nEe4CS zHZM7xNR!{m|55)w0k}B{!0A9Hc_qBV<{FaO! z6XbJ*$b3^crz4hvX4YU#4dKJ-)J3Z-Oob4Azjs{ljO=mxdBDrNG}3R_=pQ}B;A773 z(Nn!8dUKZlg=kr;%A{yu7POg8um%(id!vPQCyHdSpy77;)_^^NG zm9i5If;wFsQZLh(rM-Sl5k(_>{7=Dp9~$&tVO4+zgUiYz-WQ}Xs2}-TS(*6d9c)1_>)lKd%+{JvS0Ta_M&Z8d0P*)9n$!7CEG8en5}zHy zV%k+sxXVTshh&p?_64yhTv%ATxrgvK_d-sFC+SyAblVJ)+v1Wm@2oZuqgmj&Y0M1~ zQcfvt?@|`QZFplJ<;!Blp*9!J5f(3ce=4QglHBP&T;lJ;qGhDxQ1?3)t~Y+<*lZyFWUMb6_O#YH~JuSb)7rEZe?2mj`%5dE;2 zVC+`(m)s{64lfB1q4C+=cbz1sK3mcd>=z@()!sv@JvtKX-WT`a`vNg;iF4PlKP*Ds zGq>IcHX`iUzwwPMssDRm;=%7V1h-?pc~$&mk&!&*LKDfqmv7o{d=e~zl&N!a?|=wh zR#*70yF_qOVWtmmVv(#6aZ=?DgV&u6`^6*&Ct`Hmgk)8{H}A=bz-o2{gHq=4U*%RJhnggh{2J{rz!Jx(ipsz zvT`!XA#Is|9ZtIoi7u{lZzBHG(ON^{lp2jsmj`8^E@LpX*yvch3elsKy-S`Hvq+1} z+i7xLgpRB;%SD7&m!sRl{oGjCRW2%b-^(H=GOBXiEEeNEf+`zhSX{g3y052_MY&?N zBNve#U`M&v~^E_JyU$9A|<~)s}WlJ4|@ieA{TP{3l%^=s-lRiiC z)xvhARg2PDe2Na*L+uq|%VPWXD+CY2D7X79Vd0_w(A~w0MgR2vFE946nAk74)4Y>K zgs#N0<0^~!RcqQCR+BzC=P%e!^f1urL1US#7!%4e7t6mUeNc3{l(1Zc=tTp2j3$X- zVxx1&Wr7IVvW64?lDsby{JbV9hwvAwhRf{4P}xhh%DorET(&=`{IwYQ2PfWLwM-1} zZ@Ij!&)+?6TBdqjE=r=V_mso^FbT z;m(%o3A1AHBJ9t^Tj3J?a(bR|)>wis_IllcCnexUYyTIXE`dV9M9y{fSh!^8*D5ZL zg;D8Jfp&f@CjT~HdiG^3w9c;d7)h?YH6c*C4tPE9F=V^#Ly^xu}7OH zMx|PUb^%umnVgL$uKpu^Fdx(HbxeYhh4P!??n!XlT&GU7D;B3NKeSD}puS`>wh%q&K%XQyR zV(eIL#I6uYuy^*|-)C=#G4FbK-&e9wVa!A7sBqjo@_- zGq@;Q@o`lsiv*dW_lJmHY;YbOW4=ZN>yVwv0)o>-I~#oJdhFtJ?~yqfqH=7@6Q_aX)#Y9cg*3Pk^?%GQ)iLEl*s+1?cdm+B)%oPOFPM&wq`TfZ0y`smy>CLhGeioGM_0YJ2+g{mSBxU(d>he!AeihOou3u_YxaZ> zJGP?-{D8jL2q1QAsNFU$L`gXdK@Lx_}z0Hlmqdw=`VM`bo zR>U}uuw<~QQLby27lX4!oDr1_(dVtHwX;XEh%C%W`hJSMXS~ow}_76!>O$q{C?40P|F=>7YX_~*$x zlwJnWu)lgVV#j9+E0o8m>kkVM8fUpV@|plaaq`}!*#aEDablbEItuocNe;eCgit)? z9cHLULrzg+a`k;0hBg0X>J#75Xfm!s+JyM^q=YQ0M}P^oujYODEI@CP((0sm0mi*O z5FoXH_@|0VU3J<*Jl*T}ZtEBtn}(l0>YYh^Y-gfT9m)9`nF;f#|Nk%6Hk-dEm4?jf z7sA3FLP&h5yD8g*sG79co(v`Gy_x9?Bw z*IRjzLD8`0to&a>q^mmLc6chl>}MM{wbqb4omQWB?lm7b9viRMeapv`Vr7PD5a8wh z8TAf26b^diZfx}={?5UA+`vT|Ce=Q9!w)EEl=*3OzvsjHqpNwY4Idh@A4>R6JUkMu znUcAghxMI@L)kPQF0vK_6ic2zy_%;QCP0+Zq<1UsQs}?8w@9Dlw7Ag18YeCvAL~3; zsoC<7+h#AV*-!F&`aI`Ny09|`K`2&LmdBJ=!NrWX$)Acp@ZclYp`W>li&m$TAIyDX5PNG_eY-{sl#d2GZh06D zMSG*sxE~GolKRFd)fi;8{7t^Sk%P2N-V556bCK|+!h7l|9>UAMe^V;uWBXT~K66C@ zT+##1mPK&UtvNaGsU-&&y~k{)%sIGuqW8z@PV$`m$eI50IoOew)nn<)Mg4TKe6BkW zoBVck^u_VPX;)E_suw`IZo22h?LsIuUp#89PJHH>#Xm+w@F6NG*374PSh(O?Wbk5w zXU|tk4W>L;{L9V~pWwlLS&`P*eSF+|l67o(iU2M5ZE&-Nf(NVYFz7*ilXPDCEC+&v zU;UxG3BPZzJmzKclIY4y=U}xKq66`^aM9E}>HY6w9^P%=dm^3i=YYzreP8qixV31g-@KR$1G6sqd9g82 z9b0+4%`pZR0V30@`=eoEoVCBjCmOzGR}61gL_>aDb8UKI48Bg=^ImwBg9+*XeYGe2 ztcaMNyYwHq|DJqsL})ZL-2JPTcSeHM+ctl!O(cePaJ=ODBVgNCR$|`~iHFl#t>#2V zA#Qj)UmOsP@vgVcT?=CHP1NCk`3DD@F6J@8yJ9e4weVD#eiXFRD)KkZkHi(OTM%zv zB;>Z%kL4IdqVd6=r!9M;u=9hF{O5Dgko>aj@O~PDB)95Qe}*{tRCDQC^c)_F0*6l& zRdX>%N!;v3@NaoEM`EVK!P?-V32UZsppmm+>XJzuEUL7nOg%X8v+Eo(cjQ8GG@ZD& zhl`=Se=Y3-9xBZ?Mt^+5$Elj}q3aF!uzXUa;TKDI^74~dOz?Vdp^x%`e=+!ZSdpi< zJqBs-$KF}i5rv8PSOJnCbmlD+*7x@ALXn69L}Y@23^YBOthYIHyP|5?trWJKoKWLh5sm zZ^H#qc;|au>kTIwJ;J#zZi6uxwekQR+z|!!q|r;H8p09ayV&yAx-HVn&rsK;-%he45!+G^o=20jz3Z>NaEVXm0%ZqXD0iJYYCgI5$r=qH%^D?}r# zcX(UVlL!=P_LZ(R2}k&{+_om8aI`kLpIaYw1}2%oj$Jdtu_V5APO3))E?(r!EWZ#5 znQh%V{+3ZhFJJX3XvN@m!lF0wLe?!+aU6NOv)klRupP$Mz(GL5sfJa*z8y{GS4vW^GgD_=sj*4SViWmJ~iFmF+Li9 zi{c_3(xWgluJM!ZzexNK0096043~L0lx-Nr(H>Gtwp3rTR6??plqE{36z%qC-xMN6 znC;zWMiE6(qD7Q!Q8<)HDJ7{;p+(Uu5s~ltYp!dqnRhwQeV_9?BgK)iV+Q!JYe*Ih zKP!NC<}5rD3o$c9>D9^EBCIM{x4Ug0h5ai(JO8~-L&7WPjnSl__#sw$`JDi!r{b?$ zedlAQh0Lr2PJFBk=W|Og@i2Cx_E&l-9~H&lKT6{GSYWYFIqszZ=`C?JORI#av00-P zIhw)*1Ko*d`zYjf-LQLJ|TYiq>V|skg!wG+)P!(`) zpV&PLmcxroSKo<*wTI27(OOZc{_4DVeMl7U@SbNaImClrG%C{r_&Dk9S=DaALqhnE z=m*0hvEu!7hj|kt@a~QuqW8i3GjqUhNWv2>eaAt4!E^3?BZe?prn=!&$MQ`9K8zB^M)+rZw~AZ#5nk*}5K!67sP*NpaD4TOnfkelL1Qil8=3Q%|XfkL6j-4)Sw( zsMvA*%~H=O9MvjuKU5V3_wvto!i;$c2-|RTXagUKKN1g&j1}PWLg9zwe}uU0tP3Ud?}7*%%)(Lben=F|>8 z_*X`p{7at8vDrD)CN~OgK|6LI;UZyn=)C-}&PW98{V~d8brhxz|FALNiHCgq0lgKm zeDplzf>jy>C?9$#?-DIQs!HPSM>0eoGt2qW6%pXAYka655P^{X?^8~nIR=ZA*YAb< zA~3oy^X^-PNX!t<4S2mQ3hm!wR_JS!`AHbJI>c1~PTXG?_DBeWgN;WIs0m>3KBreM zgUngzyo|t59!w$^bl+LT!_a_+zSSK(*yi6;eg1}zu+zg*O&$txpyNc;t6U+(6%HN? ze~K{v$a}-lrZfguzF3p>mc|1Qw~c;&6b6)hcX%!qp(V5b_{w4t3Y+_`1|*5_qb#mz zg&u_nqsjFbhSM+`y>63R2MwLp)bXCvS-c8nT>p7-7#TWijeRDE#`d}9hcsD4ZVk1V z@`?th?KSzGIgQpEErO{hDJ&1H_A>cEVTbv%$cb$fHjeugoYq7`_JPDC!kmG4{I{b? zLKe<{YoaQ@ve+OeOmJXn^c`#cBAg|{jdue{Fg9w`7-7bep& zS%5EwKITpT3GsSCu!Z$h5zbL@F4+%6n17e?-FJ|J9{+_t|Ca#!@25TDmGN+8r}?6k z13b*$>^?gsJPM(A`^=rfqOc&u4Wsw*kelo1n5@XhtI_kyHmnlhTtuw=2_q3Q{YK7S zxm+jVAkZAXU~@kYSLb8~ z87&mxS^waTcc=NN|GUo0JSPf8`6iB=m7-8GD<{QscO9|gnl4*HMNqu|}I zbD@r$uYa(4;bsE?EM@ycC(jhXx*~S2?gt)PzwFD~YRki{Fi{zMHVQ|yTwL4}qfl$r z%OtTp)HY4lJ9C7Oh5IjXIT`|#7?_R8*(}5ovF5b3_xO-A{5|i3ArH?e856HrJOn4+ zYCo#W!#`bjHyeK*lEVzQFS|l~CsD`0{*3^mrj1HkI8Fqq^70c4Y$;^i8GrAzAqDkG z`N{FL5P!OIUQ8DVpxoGCcjT@B?@LlTUb_mBnP4^Q?nfb{=SLsk@JIyRiVL-(5j1{i zbO;v2GT1f#^_EwWEVAbwJj(k{V@8~LrlSId!DZtPRNW%F52bopEQJsxhGq}fPh1#mVE%s<&C zz?%76bhzyzOm@;SF1{*6-u}l6pQZ3oy&-M6u0J2MxA5(%YWQ%9Je)o-MF80nRSUro zAsPaFo}|1MBI(Ji#J_7PTrzq3;>|2e<<7=>#x!lr~i5e&Uc+G-Dp zaDgqNmYonGckDkubtej6LJS7)4N{O;F1jrtc^;z>+7e_bLMvOkS?VQ#yzyAorg6mI z-I}SCGCsV1#y!p*D*(Os=9A1p0X`V7&Rn-hgij0J=!PGq;CEM}erqU&uFF|!F-u8K zq+9#$A1Z))7jIMV4L&5L)3xqh=i}a-DSk?1zbSJy#{(RhE3>(_+Qc`u7fcgtllhz# z8#MRTT@h5clX@48h`$(R$ewBxKu+ty>O(IC5VYAPZq^oJ@5UT2k&+0%(#)%i6Df$g z6l~tSpfPZ9!&`@P2CL7N@wT;6sJigN4|yT8|bi9IVq_vt&bwuvOq22SUFn@3@k zje?)2kb>L71$!L>Xgr=7e~+)kAkufT@hEu)_5JVTHg2UcS88E(W-kRRy@oo!913gi zr1XziN@KCvrOTc8-{T#QbYO%~&|g-yYhCKk4Z zTQ~fqStR8YEqDIJ!0F<|>t-JrG!`Aq;_+ClyM6sw-Bb?S+nI%OW5jqQR49D-SB&78 z)QpogEHW(iDjF_k@L?3M*6k9FRIA>qE_WJlV!!83^P@3uuIWR)Vj980X?c?i7`#hX zxRsX2LS?@1o9Kxg?BpKFjm)4C9bfz;!bXI4kL>A5Lqy2F8mbXbbal74cd$1WV(mTC zmHTIiuuj=-Z`NZGR!>`grMZ+s{^`qWAC9F_^!1sNy%FQ0!`aqWvPh}`rnlguf9=;y%)#3d57q{>-PCC!8GP9 z-%_(lEW+6RGYp!vDV%DUJtgc2@gcliq! zJ%1}0EY2)`TO9YA2D5xg$`!&b3s+}P3$>uprKnJBNOHJ7=u%B=1dZQ@hBrL-Ft|CU z(pqsOi!DTJE->KJcB0} zzeYKUSu84jza>+jLz>kqm(AnF=u}^MX7ox4GIOT4^~Xz45#P}BY?v6!4ByYWG>*gT z5d+J7WGSC+(78)z>33HYrlnCj>6Izc(6b zV^ZIW_C&+xU{Pwxaw(>+(Gt#;m%#Js=vmZMumN0Ox`3hR*e}Km~=;s z-29eZv!_aM^x9ny8C@yTOaA5`Y?GqYAg}MwJP8)v@XX%V$zqMtk8dNsGVt`?x8m>z z8vGw|gk{ufR!YOPqhi62N(Q-_6BahBa#+Vq3KSmX@ZjsG(N9h@ z7+)3VKW!2P1#8D&vEK*!|dt?>3UdnDG;2H>k3R7%r=DH;6%b+@k{ubu>)Yr>&w7FxYchC+6B17RHKx zG9UX`3}jYYw3vx;d{gvLReuSVbS@uKe?Et`wNOAGyQ0>AdDaO8U zw3y`=4Grf~{%oR4gMa0NDtR&DV$VMuW3A(&%t!Xc3GdHVr29f ziX=b9u#-)Vv9yukG4HI8m!TBh)o;7MJ(9xkLcSgUml$tD(!6Skj<2_Q1+a|_w$AU* z&ESa7`djq{lF$1->64Vn_X9m?!qyi-OH zotsY`(_g!fg~2n013Rl3$gc9X3!lLtEbyw+L^6NDH-5Hmc4P6pslz+&JBzv*uipHc zBF6Hb0)6{c5XGorDlJ}#90?>L6#2Qh|o zqv0rW9`3Fu#iYiouNLb_F<~q1)&5L^;Q?iN3bhg>)YMo1nFl|0V&o?&?GGL=#Rt9W*~>`|#zdA6 zGb6rTEy@~2O`);tkmsi;4-uwuEzif)2$50PxWt(Fg^XWCP9n*lg{DlYNS(suWirJ& z1r%;QrYzTV6Ca<<$jg|rsO+2Sz3u>q8#QPAzC@FGZu}~}q(mX)YRf1Y!mY=QrBCgf z1Q5#P+<(ppa6ajC=bcvq9NNF7-A|wNwXKg|FH;ra?$ipdei(%$t)zeIu_Rw+7syvV zB{^|_EGKu4LW@>-x>B(a=?9Ch>O2tO+L7_|d+SLbb*L=8U&qJ9u+yT|gumBLXtJi!^cY_88jshXxA6A zII-hj*_dA(ChQt{#_u(mf4*zGb_R=r+?bwfbq1A%$*7`R)wb=N@i7xs*j2f5bprD~pQ75z1*=WDjnHXzt!9L6^_s6^)C@{1&b6xIRIQ zc+40Sya#$s8P+g7 z;ETehi%s@43TDd~Jtw-g#XDid3K~)KH7k|B(Xjm2sMafCVB7DzPaIBs(82TS;2sV+ zGhaS1Tgc#in2*nKd2;?8&h0x2MethpWU(3P7e&W1-%QLC;Z)tgl7tirM=bMgeXMEJ zc@J~hcZ9**dD;D*+ga=ga&^=qye^^UjO3r=FlEf=j4MhkZfU!c!b#)g_i?ccntLihYn_gRHBuE=wV=BhN5M+dcN-lGtds}u134ux+cEexZxXuKaVmD69v;OPCr zGDDWd=YL;@+^giE&_V4SJ5++?sB@1UbHo^<^5D!r0SnXOAI`0$&v>QH`|)!(>79IaY)0w zJi@&-tk3sHrM zg{YiX)sl-MT(!zb%(o|e(qwu!@dSmLng@=pAv}26zgeYAi@}1O@lU)-{?!e>$n9Lp z;n|bt4>#OopfL2Ux?w$q#XkOvH}WYsmB!DBHKDNc>#ES&Xc79|rjA-l`c~5)$IGRU zDBLi=EY>ZevDLHnUPL;Bg=b<5m6ws8rz8z9Cg-#6k*$x9K7~6YG_tOni=dsP{x9vl z5Y}o5JbODK(o|;d2y7O@B7Bq3k?4G4r~9%QME74InRNyiX`CoZK6L*LgM(E0*+Lx_ z*WY-|y~WZP-!I#CPeNgVb6H3*d7iR$p#yGXX!M*I7wU0_hK!q?H7}Hbi`lu<4_8_OV;Ti9GSOfP_yF&i*q}qCHMIx&rYo>+hD>XNc&s*Pa_sr zQ&0O2f5c*i)rIQhLJpQP)fxZNNIslC?}c}8cPR_k zqva|_Q(0JF_H~k*!XkBg7~bt=@uzC-w7u>eCOv-FupxuP}{XXww-+Dw+HOp+)crMlk$+%_cYvQ z2QckXq+hJVm&4@#f97pn|73szJ9)gxN8&Tqnu!PZ+tB#5a`K~&K@t9{=AA!MBE;Xm z2LUJc2ywSAUP-h|h-9xvH8C4S*jf?xVt=;?5$n&s{Y?7)9yh)4^7TczPAGa7PGLglsGTimghBBP}jzs(s zz-QgOuzgE}nD~Ch5i3&>29mxxq>w$_lYCM!kevG}x%`Oi<)pvZf4o?pIGIqIn z6il=he!X{)>_g+2ZiD?ID6FjP7_KQohQTQ1N!vv5mnOR?k-VGsxAvL}P2*9^8I%@=yj#)PKuOx=O=lxfcITGL068UAL#5 zprImvyHcBQX4;U$2L1mSn1mk}gcxvW-Me<2uRG~I$6RMg2*1s|a5B5xBpNTxO0!Hw z63E?j@XlB&#=*8c6kjAhFa0S#n$IGzJA3cxZ6u#o83#@wxkrt#-5EjpRmrQOyIb#Y z7`}P#=uO6Ag#PeP+qXi3G_iJ%;Yu;0;^VZpYq40Rcxlkmf%N3$>{a!i6zGY?Y6ImW zZ2BOs7T+bhgh)<#jHGaJ-KoFBVkk@vxf(tsm&Un`+LtOGGAJIHy3p8(@ZWLnfN6^e zN!i9e7ZnL-ObHLlspTWn$2{wLD-Vtp*1f|__;}wqarLhM1c-<`{v>p)5Z87mSZ{L{ zVTMy<+-5QHsShzrKa+e`%rXv5tRp_+E%2OSB|>bftn&_QGB3|9cpn=D=zLkVkSP|R zTJzrFY|_s?1{4yXnTT*uuGW4@IfY9$B`;eY8H|*+h4c`P9nvye(R+y)lRPJmlJ{Yu z6kl=V+H|rH9+Q)-$X-}2AG2uW3I>TXv-qB+3^KyK6>mvctPX#}_-^CSbm@?m{z;Mp z=B~d3sw5c6e#ziuqETPh*jzhJ0>1D4CjECD&aC7{TsY2wyPR98X~W^-9Z#)cq))vZ zlee>m7~|7#XvoLeu@18t7)D+h=}YEBt*vPICc-UM_erALik4t_BFX~ze&%1=VP^|i{#TgZ=LOMq=o^%b4pPfxlU;HrDTwv_Hob1JPpz#`@3s51ougyv6Qye zSTBKcv|LBX5HarK)a_KM7;m!vGcaxCFf;6A<$pn9{2LnbbC$dWZzgA#%m0$V*4xsp zStS~0_CjtFOL~e+qRvK{@7;6_RglUpqzd2;c6-Ob5 zC-U}?wpLZ2sn5|n;Eud=^GigOlnU-c@* zXw7M&U4O9{%76FCWekfsUtf>S&}R_zdE+^*neg|dKhMsaF))ZU*|YK`11@Orfa75n zYE7z6+jo%XrBdO&UW}#>r!IU|<*@Yc>$bGdG@NGzEGqaz;oQ(S^*S3U9M6u5P+Ui0 zwMO!u9KzpknXL)dZ)xg`nKh`7(sRF++SG^THcQ~dlH?` zKQcTeGnK*CQNn#&!)fHm_wUd=N~6kUx5ISe#|CPdJy(XY=n59r}OhPBR_(H#HZ)=rY;6! zcAWWggUqY9Uec?AV}!Q{)egakBm3R&<>>O$heD}A zt9>`gH+fyn`yGUzt3&(W#E{(U`ZwDB?ZOvL$(cL<+~w|I~s+#F|D@I{9LB4b0p&te=SC zv}nJh+(fL?Pm*6um%zca+Pv$z1oI7r{GKJr_%-^n%X3Q-jIH-=seL5|scHYgAU_d2 z*2HcJGZvyje6=j!DFKJ+BkP>q5}?uPG2-+y0c9N1aBLRhf)>TIV2uc4#u_CLT0}4~ zHD$}pOvKNd10xnU#0XjVd80|P5U)iC_sk~ZboD1c=^lxP^VBgt9K%u`7M{QZyBP)V&`1X@Q`-M289p@sL6yn&Kr`&znBHSx5tch$F<9cI4 zhV7k1n3=!5V=^g0h~TcW9Fc!USBQ@3Ln1Ecl=WY-7%h{RL#4FD_JtCjC=2RliDZDU=Ymp#4W9NhC*OD-LzQRH>oQ%O3x-%^$1vP%#2HGc*5HOQo z!M`Dan!w^?ZI}dN+nQymGL#hbv>o_Ulb(d~`7zf{?vfyCzsg2GPYL!54Bv@g!>iQf>66#+DHeOnm47+a@(lY)jkenBLEZ&xi+vzPkV-k))`1anW2K!Xl z1X+ICS(A*((-sHP<|Si?L+RfRY7z#PTF%`3LIQVc%llrUZ(?NQY#U;dAP&^a?NCXE zlptLcB>~@gg^k}fN{-6XtQ`*@T?~`!&>arQHvy3>|L#%jM*mPuYEU1 zYlwJXsp`V3+a;hqyZPeSHlj|O5))ppOG1|#YvI?W$vAkyRHN)>GA=r5yUZv{!2+cx z#y$1Ppe4!Kw69LWRMPmR9p@9FZF1Cb^Myp5XBv`wloJv1VL_dcsB_N1p&6Hn`k(xL zJ-gW{30c-*Z&_!PP&%vco|ZxqD34D+4SOd>Lv_|@*?AGJ98Cy5v{!`NORI+;92P=R zSuCwuFGN7NgT}IbB6M!G5jOlM!hjv==$ubt{FZf-wRn+;y4jV*@gxZnHZ{dAIw3}q zch{+IRUwXteBL+`odDIJ`?>v#6Oa+`Hu&D*1Y9_A@fCNP5ZBCKTHEXqBJfl5Lceqo zt_Hv84-ts5=)$ZA_X+OpB)KY#`bc1BHuFX}TMYT()k|~F3h^c7ZOcDdA!JE|OUfU{ zV^yOj`?X0tI)3)6ORtYdW7U1e!FTa68dI1g1Mno5&rtEQPQ>) zf^=4DbIi6T6UOVg6Qh0cveyYd+6%PS5Ji{rE_;8&OsuNrz zKtk)AocQ1I7&~O6?{p#oM%iBDR?$RUb7lQ>f`^)$oYQnC1Q0(^+;dw|fX-FBG+e6r zFi_cFs^rVZpSP)7cMS6(>+0Po(=0%4Vo+fe!MFP&pGCDkLVTU#w3Hep!Yk<&dR38$ zkP*(w`)Hep+D9qJ7IcU(@?+!44gMk|*j{}zlr6-o)yws(HAIN+j=$G*N`&%nk6znF zilHQsn8aoz;z}mVq=!s!NG18Bc2N@i&&|uYVVR8Cozk0rj}cs1cvM8MO+>n)`Rb)L zi3s@cXe2i%5hh=yyS`N>qCfXsQKPE_a*M9^@QL~R)<1DGB{d1H%06}N#2nhMGvHTz zOG1N=&a;P|i8w|2Tq~R}hN6C{9K%fn3T3i4hsgJbLg|k8hlIG5aHa5YmJl{I`r#Ke zMX}rF`{dcz}ru7cUI2KW20ik3bOv3^AqCTty%B>_{GB_vO`VLL4f$4zfKZe zK5jCcLKbc0qsi;-A?dGtJn7QkelEBmi^=c4zxL9eDC3$30cg^jal5M4^$7ik+wAMB#9FjLJGK5{`GR z{l_ETdtkqE+?)k8bnoMeHEAsPzp7nf7sx{H8}-SV`gC-hNzJ|8M?qHSoV*}I3f^35 z^!HJvU|w5e>6R`kUYi|ttt_U2AO1aHq?HbXueQ2sn_1Yf;pUz4aSl3L?i3uA@L=GQ zt1-Qw1Euht>$Nml(78?7F{PCOlj|IWKJXZPhjZ6NMf)qO3=J`Qrt zoDBi@Ie1d&`RyW~i(ADdzJ>?*sI*v~AaBHlmB4bH@(>eTmp-FE=NY(X$ba>so`x$A z1zi_wX{fQ*Tb7#506Sx5HmQ?|6$#UF>-Mq{o-3oR6v0L5w3IoF9ejMxkhUyW;-UNj zH9c284oYWLe*Rm?gj7OjW+sIJZh%&+C6Nzb*_~E{6AaKw`rj;#h(m5~^D??67Y8D4 z9Sn}-Va)zc-wQhdEoTuQ)1}r*V#@@$)=L!pOFR~9+-r$-j7J~q>Qwz8J~9k1 zOGn({A$XU!vf)!MI=@Gg<~-qouI|&PdxM9s7PMKH_wrGYH`P*jN&w!+X)s+`88dugS@{r}Gc&=lVhr#0! zhr0Xt_$Hj(XrLDlx15vd`S;=>9WW;~atj~q{N=%R2f46cp5l~~$idiIof%e6Z1}Fz zt$(+TjeOra>XK9rKFl0axPO(4*%=Ra6`ki{XVF{pbbCHx7w^&BEX#xWyVv7KE!kM0 zx^VgUFBXiv1`cvvS=iiRBa{4nSiyqBo{ZYznQWxZ ze0fE#ijBUR_QyuHbD`_;{QRzABCo;wgb(!CFpVg18Y*RC!IZmBV?>`%74VYpkHjKk zYp!vWZ!Avi`C(-xPs58Q%`NG!bR_G(I6fzffytwrSDaZI2dnKKUA3hg3`c!BGP{U@ zr$;wgB)y@6TI|NSP(i{%GP##Kg9K^)NgJo&7_`UDDAYI*gO?6V>^%C&kkqxCvK~;O zyF^8Hn-d-S0e+vqJYs_U>A2(VFKpC)i*1hD!iKWShKDw5>G&|QOIjn4f~NLMmr+MX z{hN|7N)!o}MRyGXw^1N7PdrOnI~Jcm|7vtfr(;yIBF;vE1(TPy14kHaC|c9x6drKV z(=jh5pppk&<5KzLQ8s!5wrntX%tS{Z)pz?cCZbX&;{4yxv1@9_;)D+3-gE78ismvw z9cuNg^kl)_g1NtS4I9~s*4A}O zW(P34a=6$m$-aB@F9*9`&F>bDF+fGY*$5U59lyy(ea=u3m0tUUe1nW#=NMxuvcxm_ zH*w0~9y} zS`hJLwv=49I}KxwB!kaQ3`l)Z-uuNN4w;TS z7gVn1!aF^`dd&zEN;j7G+lSNPb3pNJUN9X`GkSwsZ_&{D?L%ko4I0=ttrdTG)A70A z*LHFPp)2+-$`>@_pf+W3@w99XS}(0@E2@fv!oKPZt^*x9@(u3xGBgCFEn~jcpyEQE zx=}cp0`bBqtp!z7{Iu@gKjkD1i#k2b0tl|9UAOd9s$ybS>l2rorffX6Nb^))Ma*B9 z+3Dz|bfn&%2*U^kB^A359+8 zvO+zh!QZvn#dJ6t+S_iwHke1j=#fipE}5~oc}?-y$9aU#DwlZ)(pk72pPYE4nuAj* z>z3?mibD~(gjb&z2bf|dFU6!F)NW+O8 zdveD34A?BviT*+8as8WaudQ#`n0~GQ#+C^#7EN)tJd_%T@(SUsm;eTpO6}i=`7of# z%;}S>Cgy)nxQ2x*14Wa~SA)JVuwtM`I6E{Bttnbl!nShIIBpkO*~5kAoqUt1C48uU zH*4+gXBB+LhC#IYd1g zk6($Yc>Y43pZ_~x6SlqLvFuim_-@~snUs4<*#s|a{riD<_{hm;@W&tOa#z9 zqvtgzhtQR{dEdA0=E9eJYr*qC4m2lt|K8moxVu2}$LHM~6lboTa>kMPJ#N01^DaLk#&a6L%}VXcJ)+(ue@c!238zA zmUoRFmnHg5wp7JhnT?7KylyKW4%{lUF5e*d{v|nFv7V^M#$&6lm=Zeii8R>yB8&^E zu2)-|<5;LuiinIn$AIbd4^s9)bo3gv1sq>S!|R(7mkdJasCQ4HtCTQMpxSGtB4Hta zr%lJ4X&i(^n&$}ba&b`l*X1EO4puCuOn)~@_?`G`?a`63u;iA0dj60K8>!{jck(HC zI`@t<D03O&B0<1&7QC?AXDc6YUv~cjxqKUbpbj zaF+io$BK)B--{C(IymU%=fCj;?8^w3mW%)kgfb6)Uhm92Ehs_U{PL&E!I@C)@F~Fb-*-ODlp1ok%-hrnEVf4s!KLCCifp z=c=Wt8KC3r^Cddx2_0L&^F0?~9EYl%UQY{*I55(3xMlI0fdH!*mxo%hn6#1WI&VvX zF6GkUd>;~u!@tVR^Csb7gqC`{1qH6^sd8@hvCxX}7Peb6Fngxc9@0$~g!U>X^9g;c zudYukctC;AjP12pxE_dxNVc1y^>w`e!swg^I2DeYFiVL}Zj(AGprI z=gf(uygy7NpY-ZgPmYC3=3ot6h zL4UDf)BR5|n7i_#!(<~Ff2;KF?F*-1I&H7~ik(E?6qKA<`k9X5?TT5oM_FhvdZMos zM1x%LQ=|QtNvP@GxI^L}iL)h#`VN?f!FP%Or#|UmWKvS5T|h7lzFEDV;Squ>j$hn( z4q>RssZ_|D9|4)dHP_}}iU#YdRL##VWSqJqRC`T|0Cm^1!e+;Vs3~0Mbm3nBeCVgL zy6g7BbM0vp!_vK|64+lc$=i=22lvt{or74t;)mIW)ratRe9%K_Bk}(d@%V@QXmre3 zsF!*=8e>!MQj(8_f%?j8bTm2$3L*3VT|F6qQ)M?MbdmzlTlMUCk6RGjeV^%mc^ZNU zrDdni91n+l%lc5x<0xopd2VCQgD4+&%3tEQBe39Sz7fy6fv)^8eV7# z#plCo{#eWp!HK?KW$!PCq4W6kId1DCF@Cqnh?5(G_m;{L?`)~Ko~5+9X%iixhwa`z za%5rDqgXnQ&@ca!Zen$!Uk27V2i}MzBRcav`OGyErZ~nXtt%j5&}poBN(=?Gi=L`@ z6ALSmzD?2=qRy=)n|}v0!46TjjGIB|)4;TWP4l>jvaRbJBK(9_NzUDDdj>AZcEuz= zVxU`TV6*PCoGB9 z))QdrleRZCKZx%wRb_2%629-r{7tio`G2HjDJyfDiOrQa3a1n?@nOj0*2di|{QR!8 z-CHFN_Z%YRUZ`^Lr%ko*&Jn_owO_bMX<}nF$1Uo~7#-SG55rfM#lrJ!_GtVh1rJh1 zw7^sfidhoN%X_Ifab{U1jqr^uQCrM9T{;+#zZ*PnU?O1PW58!OI<^uO{|_!PRFzGVqaaUFxZ*iC3f-&L)Z}Cz#{R83W^0tApuFT-t<#QZbhXUg5=SEA3h7^~?k_6F z;+OuYpb+{rc+yewi-{M_L*1^TSQP1{d3t-3F?d^leC=!!mS!=YFG~n<=Pe?R$89SuEr9(k!lpT+`hywLjXD+9BQ!zaEos_tP z1{;lXYb{jzm!xG=wkQU;gwl z6(0`7M7t1vV(wUY{p!$INc{==kyk}S-BNGHj#&&G;}nH$N@Jp`vBp7uOC0h&mf4-` zU_fTytaAD)D#rbaM9(UTJtK1LH}63dY?>4IMG*7kXLC?ijo|7Y8#7J12MNZC?vxed zWEf5_BFi+z!eMcG@2O{Wgw&MeNw!k(bxG5cXjII)K=#p#qQPKJ*sS}iOzgH5wa~QVP@lB_SNkz8-plcC zn%c7wUGT7~n8d{OZ;>g-)-WNnY5l6lSLq1PufFSan2CYRyM=9!;-KEMzQrPi16Ma~ zv)O;SxZk?j&L)A6#uuKuJ#Px|zQChp`*J?69eIEK~8Wzd&0vKv4Sb1-ahv=NYQA=+;E?hG^ z;dy|MI`yxCfj2lXD7;D4X0kDCJ*;%*BnzhbM?wm|Gf`}=>M2F^U&E@xzlzap9Fv~? z-;YZiSlcjEpIzgj?JTSe%QMCwHg3mUH#qwd~I%uxY#AP*2js-!&kSN+ikA%;pBcI>h_ob0ln$X+p^-3Ki0o@Qk4&h zd;EH5BQ8#U*L%Olfbjb*TT;Ad5q0uv+B>1g#U0DKtxN86;qoCcWtlu55!PWzCcpWR za<&aJUrX#St9WBqNC~)TWbsHa$cN0oe-o;Ec;H#gewMeBheg(XT+MPWn$^dL1%yuT z7AqcW|H#Aj?(0JDW=w1Uaz3`iCa4!)^Zs=_YABB3CF}&O z{%5(Ac1MV_jh)-qI>o~=C+oB_nGYZ3CgnZ0Jgo0)I)-$mNQ`8YA-LD3J%p|9&j0wB*C4R{pbkngG%D>YZ+`0;ILBcsE_bg=EpRmQun;H(bfv#wPY$ zH48?4uQDBq#+@BzyBR3GHB(Jti~&o-k9AkNSa9F`n`?TTjYJD%I-cWV)-&mM4Qu(B zT;TWKBcF@Te)pdm>sas`yOEQ8i14i!e?I!bp<<{oWorFP3I@L%lKCD>#ruQ#;~o$b;lr%xsa6(D(dctHBd2*p)FfSh)Krql8C(;obweV20m=v{hee<=)cF~?NQQfRJt@Eat*PMw|Q}v2lMc-`!K`sG#_>o z&U|y-c+5_FmAyEXkDN*_JG+R8pF_F+!kvqKe!-*d71*$?Qm==_KwH@00030{}fkgI8|L6Za^wYqP!_ncvUJP zc~wdY2}vY#hRowR9L_u+W2RJ+gft0BlZ0EPk_wefNs<&PiV(`TzhCP**V+47Yp>_I zr~51Z34V5$4?&Fd?T{^8=!e~&4j*D8j_f!4kt_>F0e7y28Zcn?B}Ql3n1Lii^+gui zETl@Ex*OZV!l2Pt2Wu}5hX2@_WfgLvr+ub2c7%s%yVEaLYjUumN%=|H5FHC$;yAiw zDyaN@*^R>#_!p=@jVq4A@5gG(w20rGv^VNwIx(mGLT>QW0Ru- z8#OP-UxB1GVXU47|Hq$t0(Wtdc5aokStAcd(^Btlm~kL!5p=i8 zgNZ|Zz9Yw+nV4W8@IyEqlF6xhf?ztlk`?&}teH5u{#AukBO9%u{_mJPbzh0s~BTu4>Z)Mp~x^&#okMkeaBK5VUB$3%_p+G}c0nNWAqD%!8X z0nJ8eD=yDP2l?oeul76$BMa`wgmDnJKrlIF&qD8e$;Pe{CJs;VIjV)kdm~pTY%VY{ zHg_agW)}+|dnFyYo*cYbr)*!4$A$K%xZYo>JS;LVUhdk&M?)54BxoBC|GBQHdMLpG zg}g%bkAMlI^r_o=9~jV8n!VL?l7_J>u}@e0rhzob)qMSq0jbo^?N`-U==KbG))K_V z;Xs3>>a)0D?j1_~c7O-TxtnH_5;$;HF;c5`XJBamMh!+G6&WSXOp_1_?2n`>$ciE{ zJK8OvH#HLDs`p^BI||tnnw}`|KQdv0erO1bEaEZi@^U?qH9E^rpf6gWi6B?#PHyjE} zV^HX0ZeJ#hgoaMLwQ~~*L2Eu{qgNhjD4DVEGUR%IX|-89C;gN_A7w-@bs zOoN3&$P;xt8ZtcXo%uWIxXI3leU-?B)`zy*?fck>boEvac*nt5?8Y4z{^4P)>Pz-n zM?My-{kv61or~}Rtu>cb*tluyrbK73Q1simlbgxFt{vJ#M~Nr`((ryrdf;ai-Jd($J!4BJ_Rhz#P5mGu#k(@HyDV4=Irav+B`b6R`ET4 zG%#S%^7c&HqiC2uI6msSgamra8m-E@aJ1M>>pZ?20_Sz>E5@#cV4vyroRZt&csNzi zv+5-o(!urXGEZFD4WnpzlsCy!ZgWC1A z@;PB#JWyTpqBW9*^2i^SJWD!iov-eXnoEP&-u8_vDq|2i+p$jCi3;O$tqT_z(h>SC zz~3m6ff&>MGu$66=%&ft4)En5lQb*iNC6jSr6R$1TQ2VE{r7LS6bGg2wyxTq%0#KR zUdDmF46LyKDDlUX0ov`^9slx~n11wCRqZ|to>RSgANO-`yz@frm@)CbV&`pn77uA_ z026Ps4IGMRuFwWXe_5Q$wXh? zzN4D$Y&;4sp7KiM0B3Ro%IdjrN^mA`i{)UF+5U@U%0$9=89DwYl!oQzLM%b&j$HvBMha9dkZ-lzCVkH{XXXv7$B)}n`PZxKR&)`eGXVEAoL=9!&}o29F)bgj=LEX?@b-?G1$hz2gRn! zh7Jz$)Sf6=QMr&exjVJIoQIBM)=MJC_)z#|TI}B|z!g8=|77j>h<`iwp@z`O{~kJ| z&3?{-8cSth*%}UJsI}q`2|XT9*dpW}<)Xm-0&n9%9@fn6-*1`9$3Wmea(T}Mcyeq^ zmsBpq&^#wwvYZe#b;*N+Y(7>xsQfvRz{9e6DNbkgd2l{mc%Ac(i^ZP7<6onAxca!P zxZaHqt>k`M-w6SfUTv0BZWN;YWPJ6f`LWnLHRBL+A`aW%>FA``$HLH3T9)}xh+`>* z8ckdQQf|J9HY3i_8+d&|c?utyc9zrsKiAOFpPOWL1vr1TNWHpQfM-(rjSFLhxczm` z?|4NKEJbpj+t@-Jx}s%s{Qw`aH=i5LmE|EO$;1D)3KueYWye=56TYFrcguw;F1Bji zeKG1neD@Na^*b#2U}&7z+!!ao^KZhdj7LHk9Dn=i7fFbsh0Z2Ri2Xaa=3X1$$Ajv) zA4(;#dR;+Zs&%0h<{khaGIA0k2_yAjy#SB-LX4T)EA3X zr<-|Odt>n|Yv|v`U9p(U?D%_YXDs&Z9!}Vk91HqO6heZGgw49!M~)Z@&~R#BNQwjxJqkWiesWxJr3c?nL~!6^vGuKc4jVS)Ev;`t zIFR+^6d#h};?3&_gKkS6yeef&56AK0uy(e)v5ydWdpry_gb6V4YlrEaHXb%SYA!sr zfd@vx7JJ?+F6NEAQ6fF$;<2RlmysVlbXHX+{(iy7`;%f7R=)+f8j&!3M?-`WkMDh# zi243y7UtJ}Di-OBZ#KTzF9JJJeQmyz5Eric+9%ozaW3p)U6QR3Rr97_z8@4qoU9_& z_@4;N>m_A^HDe(q*-!F$7z_Q1vEi_pILz6a*-j3N1*JD#Ds_Vh<|kUOMQe+&H@AA_ znGPYe<5ko|Z9;^U*j$`L5#iIQx16zeEVAXk>6qolLF}jTn~>yqe7v#Ju-hvZrW@q5 z`?m;j@1V#2ZQleaOR{sd6%#-rdghc}B_EgmnR=x1h>!LnM^0F^0QGMj9S{2p;e^J+ zG%pd}4%$>J5c6#`-reo>MSyEcxvH1Lc~JJ=`Q^-JE<!EF?*rOn!XH#6@sx6GMp{W0sfJc9o55elpVJ zNP^#GtCS6HaIsBFw9$v?H&so1l}`y5--0b^Ig;o_eS=M9;YT&&;isgt>f2jg_TTQnU$D(=q_S9r$9Cmn;; zsp3K$Y;t|4x>JNVHQFf$*Tv#gn*1aCej&2jd9ogt1URn$r$m<2yp4pUi>?h`A^GY?(96p*oE*>aPBI?Qw-26-<_{&;6xVT(|!q-7> zwzms#rb~El{$4)n4|+c+nBd{-oi-;gNrFF@(wCeg)}gQY7VO_V_-@Ky`-#B&64y2R zW{7%DS8UUI2!20u%0PD7o)4GFdB)>fTqLd@@kk=(qEtqqa`|>P%p8?-KkQ(mBi#OI zS1Jeg7mhCv)8WEcFP`tE%)?@<_QrBTpLX`XR?br7K_;T>O;8gXr48pbClXj#@%s7S z$0EWXUDWAG;<3<_`LXGX5*un2wW0$J9GKacyeg<9boIDQ*P}@uObtCg6k70M5RWSk z1b=xi43bGEbHK|kw4KglquDm2slt^7i?bIu#QbJqPIeNsZP`!cSg`aq;P4A^$Yr{q=Sh4$JNsbSFZnd*sw5w^71>-mWrI zB(t%vXcyJ$G6zbIhL?u=xLC&fp{cr=hvZ#r48rUP|M0b7h)LwPrYBB{D>LcHZ4XX0 z&!8hAbJkglR61@4WJ-K`!9d0OEu9Q2HhT3-ikE&Oe2dPgSLA9Q7P69p={t#BpFYB$ zDkthB7%NMY2_GD}v*VRE4ZRr*OWQy?O6pBQ-7Yck{B2LgJpl{je5{bZ3}cslt*qo=w$jd`&?zparP*Ja6bN7EKGH*bN{3zCyOs~?bj0Yr8J_c= z3fs7h9q(7t;ci;CCHw91E=Re1{9g5|wz`gwDNfG6FLZcFP*XG$ zec`}??tSK5HwPZ#$?c789Guvm``ba4i(9po!!d+zt}S0>XJShDpfbh$HWq=q{-A)3 z6$Ia?8vJ|zkO;IY-8xGOfztrtnco>a1Tgb@y3=`>ywv#X=*1s|g`4}xtSUn)Y zg=po+UGKlJaI)ENNyH}>6as^0IXxp8wdqU*Sm9mT|X@VDw=e33B-XU<{X;ZhKLPO;ZBYJuiF~=P$r=oAs z!TKHU6}Op%i;6A!*9hJ)lwG~6WrBn1gtILgmpG7A3ou*tg#pvT+KX3es0eQ|Oz4A{uZi5b$saksP4%%I|=Ue{~eYtclGTW-iNiN>Jaj+i+=Vo<$-W%Up7 z|1{NV(R~^n1~`j_4;koTbX-m^Vc~luvlH`3b*AJC541y*1FCpRZ2JxJxSg8`Va||i`;5$+9IK#`6uG# z;b@2yQOv|u`tXhXln{!lPIma=S* zOcZJkKQs?N8i_)gN*zy^NYF|i&p)G2L9>l(0x38et};Q9xBI9d*=28De4mbPOP_TA zcPwP?uQ|Mi;5~(*<7TjY3SiiVadWmfT42C~`K^FCzJ5$x(d@+LY4W3In$+x?0{{_K<=b8kh$_5JAf zfIE@MzGLVYI~|3?57NT=aw(8ma?N61Tnq#i-lg*!sd%8F=h<0G!JLTLik<0XJUCo7 z)OITZ?m|tixho@JFL`FM3&K!qZsNeHkAT)ixzW5EWXM#k3BL0?66t?F_iMbTAZNbG zA7cs$*{9}c*GM^j`vA?q6J{X50!R4DFB1an9%9sK!hI%{4O3Iic10I>gKcAGy!ZN0xE?YY zZg&bqr^YfViS}Sv{R`QBa>TyhkC*6v4M+Khk5zp{e;MSL<28e7Jqv6@?z?CM9pwYIDHwvrC(HkDJ54 z$HRfMX*VY7TU)snyOAm{*w(!30GbU?-r`stLaxT?HywIMkZiNY$YjS+*oRiz!y*vP zuYz;l7I+~^YsK8bkb_8V$>pv4N(U7c)) zqMr%Im9O1lcPqdx?y)Z(=qRsVbSem?%H9djSCCM~zC2J65{&AP+9lJ2M{(%kvxmCd zyfHZR^<-z0Cya8I8suO0M7bZ?Z1^BYrV27$Tk9h=bU(9 zR85BFJvRA+HU%qQM0uOpl2G7H(y#~)!%l^uBY#c95Lc;C-`W-e?Prba^h!cdqvh;l zdodiDnS;%1mXl#8{pkWbJ_<5Q_p&3-#h`R8o4I8<9UU1n56Pi4WaPFl(mqeYvdp(L zhB0L5-?sHg}Dq;6a7g$yt6ekldyc z{rVFPkJr5W_|=<<2jdGIGPct|D;ilPrAO@R-IaF0ii|Gt%$a_l2z1@tozR7F3|wk8 zKJFHQm7m9#zS>Sk`FgP`(W)rul8$buJsS;)_czZjtEQo3IH#%0g$`M{nArM*6eK0= zcQi~QA@2G!d(X?^(2^A9y2XVcTQB{_ePXp(n3$|IFC5Pe&ie;n3daMRGw0+Ihq ze@bsr6v}GXX!)c>V=_JLONj;pS9lJoDh93)o0 zs_(nzKnz0lq^d#!!FFNVyj?xvAs#R4k*eQKplV#wJzI}p!&APqNbTpx(zt0a1 zb_yBe1woi_G5qyve>g@nE;eZH3PWmzX}xuvAG)$LBo-|7h0$Wk!y8^7g;DDFp&i1b zD1F!Enzbzu_TpDa?!_TUxH$7fPd@?=-YU83oF;=|nJB*UG6jt5rbn)4Q6T3y^7dB< z85LVrE$IIk4*%y&&z%3la9Ok@Y0LKzjJlfVP}hW^T<~7rhY|s4;iFqN3MBC6)`)MK z6A8^fiQ4ZoDCn>%+;&Tf0+NT?Ruzp1$VjVKyDnaN(7@hY_x2n zrZ;NRI`k6%afSNwKjz854#A@EB`Ceb>aAzc@92bjsdXYP0CmaPkgDb;oL?u-8L@vPjigXp7vK??tPhd)ZoZKL9s z5Z>0yZ^>>PbFGp98Yqko5m|E`aQbhU5Z^@YUzjTdZq8Xk!{qYUd2 z0_W3D>Ud|%$VgXzb!d)dBnH0BBPq3K zJr&6v)>9q@6ukN+`F9hcL#h8Mx7LkBp(Jx++#r#H!>^JIOw^(gxWVDorO6nKMz_6N z5J`tohOh6c?@Z(vs?hi7b5Qm$rKduS0n1}`QkiTjeAhA=3*N>+me*aB{ELFIjnwk7 z9~2Z+ToO~)iGlv!o<^fEDx_;}=#A_r^3h~Q$bMZW^N+bCA}1Ksam7gpP6!fiGbbbU$+F&yv5_#4Q+^@kPeHKTt`D;; zV$jupE?l>c1}Q-?%gHPTzLGAFCq9sou=d%e?3oDI8g1DnKSuZ$8(T~6^$=LKM&Ece z6pBO76uCBsBQO@`t9oV&!Dm}~{j8#h`lYVvy(1JzFAq&pdQOJKwJWIu`QfmiGfUC4 zJQPQojOH5zhd@f~wUyHOQ1l9C))x?XKjhnU&3PW7%LC6ma@bLj3Z65kme9}XJqLd8 z4Wyys>=%~S+h}wiKG^o3WF)G8_-?x6K=4bL=-}raWau{B*faYP87;bE-(&<)puK4M zTyGSO1vf7|v`nC)?0v_9yJQAfbHpEama{OZqH_H4dJc4=cIh{`6M3<8;)2mT8isWe z?_4`c!$k$TN;gXyQvI6})}N+9^UjkO4~{aC82tZ|{`gt>$2rip-9b#~g?TzqRNGa3S3xeovptLQ$>9 zl$$plO5&&5mWrqtwY)R9t1kvdef1~vdSjq&`?==Br(u+)L_f404fq>b=(|;(Fo^FS@60k_#XfO0RR6CS7|&{ zZyTQEFDXKjq^KlHNTRfyQIYIhb{b>XV8$@UHijf5Nh({Cr6i=HkX%9~c_k#FQc08~ zNmA-PpPt|Oa-Zk9?rXX4G0mC}A8WZ#c)iLpYcdS&8v9~0A4XufiIR5pIS+>(IECcp z@ll2y?vKy$(Vo}N=V$X!&JDQQI~;}DYe(`0G^5Zw+IlLWE()*PdKtk7cfh3mIH6U)?&;`Qgd zfrd|yqP}ry(!-`WsAb4!XQds5RrI-ZmCzUnRqkKFnTf{u@{1ydc~K~yzc0D%Z3ITD zBd`715ry(wnbu9lQ7{X>qnr4X#KSO#>iIevx9{2gu073%jM2kqS2|;Gcd6UOIugG= za$&3ZG*eqA6b8pbJs81UEWW$sUyXPeCRcAMzFZmx z-I~_3*Ed8$jA@kLc8Q1XMZGiccJo0yTWp@{7zH7b)r;ga!eEs1c>ek+F6dph2fi-} z#mutZb)`o*$g!T3DOnJTWPRb$_@iOq59*n;xJIBP-CQn#d`D`Z_JHE8XmmTg+V|;O z1jKz@`_2S}q5SNe2Wul2)mj#IBOf>rD!AQ0HOPU7hsWJ%k~gt`qd)v-9R`a}{vK8> z5fC|VJ0`i4hZ9dmp3ffQ!?#Lv;~8^4rb~athKEFfp0#I-=;KHTZB=kBij06qd-|5S zfCw~poL9^sqENTaKZmm<8XdP^%}vYmVVNktRZ2Jp8g&PS7gA$k!e*tl>&BvW_qH61 z89wwWjp;G}@$ofu5z#h}4+EBvL(iXRMCu<2J(0ynZPbp*QSBI1KD#D3zBU%Ajh&3m z%vcEc!pQ&HQFPK@KdlitiZsf6$DL1NU|;_qjQjZz>v*mSjG3%mI|E;q=etd;J{MBH3Y0fo4#IP*S|dJ(fVp6ZwQw#3W5lnu)G@d%XEV z=3x+CD8o0VMxc1%wsz`d1n9@2TvhjTF(ou`HQt%b|E zTOnxPX*%TA%0`Dn3;om@HtGy&Le9&uq4wf0DUoZ9HzhC<1F$QgSKpBT@U&ir(iEj`5SpI@>Zh2s&gn>^~WT?&hpVU&lf)u4Sx{ z_%Q?l*|*M~Z45vyoTcy>)w95aQJb z+~!PK@H+fI#^^y7=&lB9wrpTSX$86-%@2Xqdv#a2=umLuyu0_#grRWOTCqed3g@ak zB$|{W&@k+9M8_o*uXnp#c_+>Rt*^;wQDZP#TKl(uwIKV>v|2kO7mB^gQR{;YxTs8< zE4ok~jsQ_WuD`l^9&vbi6o!>gs$0cI!=5MCbgY<~F z&f##*>yhTzhJzFGzk>@c!_ns4w3^l$iAcMQx^D$MMA5XvF7DxDqlLUwLU;_EuH;>Q z{U`=Q-yi8noZ%sDZQ8VjL?kB8h%CO~AAva0f;!EO;aFRku10u9Kz92A%kz{-m@Ga0 zb~cQM-+9t)H&poOzojXk;~4`fop1lexyQic{rpZ{UmmpkvR{RLj6m8*^e2<|5m3wd zsCt%&fQ4%wJa&?Pp`7Zd!-+)0b1^jq3m*1l@2P5%;zQ}B=2zJ~((h}_1#+(QF=%|b zYxH6i)GQ*^_3lMLV|cfTwQ53?tq#or3U$f-}7Lu5Y8_%e^VL`A{I_MNjq6A#I}@TIGs@GxH6 zTDtv37-F;I3jbG6`n%BeyukOt_$woLZ}dYj);?kBnG6SG*17Ad)&mZv)@EK!%;#dn zd`MXMO&C&V_@gfzA~Ck=&O#j-YYaE2?x^GSI41yqA z;zNszWn=2#Uc>1>ArS0}H*gB!f-0bDWgr@cKOPQ)^Wq|Kc|X)Mx~xt)CXB(RsMvv|#FpKOc)tL@2148zT}&oopXL_nxisXCv`^Vpcar#<{| zbUr5(Gr@u2>VLFYIZ|(f9*F{BA=n@EjVHD(7<~b+q&Krdpc&NrV5XFVVNNVqKqN*6R}$3`T^G8EbPXu%|MBQcU!{NI0PUfn+ zVTgP*S+JM%&G_p%tAy7_AYt0I?-9v2X_+skvF1GRzPhY&YYB($UH;R#Dh~1neONW> zq|ZyxKQgYdk!6-diEao2b^g;HixM_k7IWu@n?evAOgSc@9EwUwp_7AEVNg0SEjOYU zg4cU4IDvnMey% z^9N1%UzKyVAF4k~jQQCIAbnb>XQc=Wntk7xr3q}b`D*VE7b1CEx#rZtOB^`Pg=++I z*mzgCL;cQYCX6->@0J^8B1nxRm@>#jaxD8JBa(&2*7Yu5ezOsG>U`v*a1M0sWUkxW zbI~!QPFr?13?lma|5lRvQ_AW7_+TF!93Gv&XpV*C)jI3TXIN-Cy;Ak>5acg%us*55MdLpq$z(EL9CvgrHTDeyj;XCX@-O{|Rau zbAvGJd1IN`RVHRWU;I^k4l->GZ`w%tz;qnsm_QvIS@#XoxFj>`K4ljN~fg z+@0Mt@#yJ_WxJpP}RO6o@tetXYF6CoxhPslubSIfr4^DH9|(!YeV z6b%H5*pQjmqL_a@5P#g>hpoI42vzgs>N`#Ws1%nDOtJ|8}(DD z2(+TDOa}Xy82lu>?%o9k9Fs%SPSm(VHM4ZbRE0Y{f|u{o>V)^Q{FOny1t+t&HK>R_`CEY0j5WllH zVn>-LD(-EL3R&h%`sKREHwB$hIlZ>S*N?=lYv<3U@14NY=u;S+r6cd~j^+>gzNn<8 zAH8f8fYl-KqS=>On2}v4S)k$z`e~#8ruAqLQ2dW_K#K;2g6Py^noeZCPi@&}?uPvi zUmhIX>xG7*^olx?Pd-;SPd^Z4BKJG*k@_Px7FWJ{^3pjN>BRe-b7x52@Dr9Nh514% z-TL?Qn|>$`H$B1f@PSbpFA%5=M7GQ@Hyq39{5D_cmBN310DCbgypU90Y7F5OL?n5 zRE>=!<~<5ToVm|2aWxh!{O{RqdEyCYr{-keMTg(z%e(JbN`Gk*7gDAlIeq(9sXd*2lWcI zyFs~H;ok~R2QaTyo0M6R{W^B|qT3x?NLfj?Ur=|za8aGcXJ;DhivTUQ%%*-_d%tYZ}m47xY-3cL0U99-Dvk9)iuDPp|)eIgIhg0dH*od7z~%>AAp950qA4 zD1RerjXYxhj^AUOLH*TmQ{a~bsEmQ$Mn@S!Veh%LN$MsP49GWWQqar1AuL+~Fni7w;D{5OqyH_Vtk5`Et6h5eQW%TC3Uei9_^A(0da z{+*buWBNg0w)NX=3GhSP#<=L?opi+JkBkZ=xk0etw!BS<6Nc_9*_#A8VS=!@5%9|e zrOly}`7Lya*F3n{e8vl}^EYhyo_7SnRDtpB?-}Uh_(defxIwGxSB~EcG8$N#@xKlI_~xHUN!Z0moV<$}Ghf^XiJ@x*Es^VSus{UF}iaPGk} zKa{$Q2p8MCpsn=A{4phKGzTxReU@ec4Nk69+ABSXd-YscEocJqa|=sUWUa~jCAD!H z9P#jH(DjsUZb;SFOr4CQgR(WUg7eA(3J1sj*$Qm|B|kL8fgwyx=$vPr)7K&R`bptV zRProZ-)3B~fT-^5st9|s7tJGo?|=Dafwl_~Axos3pnPU_B6P?Cl&e8?>jcDz!SPLY z2Lg==e6QcU7-KlHkCWMTxaZ99_EiqCg*fK6}OB9>tztCM_ zN>B#g32gCRO;GO08?-u8!M8hU-9%VHaMiN;dJi3tid0KpBLVSc>%UIBZY3-}m~s|( z?j|%$Ru`n}9wZbJnkqBw_Ye&yo!CLqii84J{t};}1uE;++V>h}C^Z%_S$5eLgLC&O zSuR_l;XIF7nNAR?mA_9krVs@4kkWyVBL@i$p>+=zb{!;`P9{dq%Lsz1fA4yk?0Q1u zSn-7>Ni7VD*=>~WRwVfS>x9Ot%!r1Ru0=009SHkj_N^#wXJW!ZOilKHGqL@5Lc;pp zc0^u%Sx$kuIWb7f*BaVLB_?X^GT!Xc1TECo^UJbb=&%~NA-zI}D7;tyijrwXY`;`9 z&{tta8L)%J%-xlRI}9McPD8JFR+lhT;3@WeFd@V~V zw<@*77IO0JP~lJ~@x6gy7Ai z6(t%Dgr}WhV$K|mXpb)PS^V9dIG=f>k1sz87 z!DXiud|??A`$cOHmkHVud%x^RI4A5)%wqaW?gs{uFt6#@zJ4b0@Byk$`?HAe(&D!& zeObhh-PZBdYnjAYo>%a^AO;Z>WZzUF=0(JA8&fT4cP5@+a~_DXbtJr+E`+6R^&(zr z2fluOn?dOLvj?xP3m~Xl3;GQm1Bi(m&p-Rn{R#JZ9{as+_z=Ty|0$NO_aNf$7(SK% zMD{J@Xl^{ij1W&}z4`b@gIFwe$m_^OW1_y8$q~$TCfdtZRc1bMB?84nrB_55!6%r`l`kh2-=-zo+IYlQ7uzebWhI~jDUo05!pka zo~rEH=cWY(#glI>H59<7ckNi-A&Z73o@#$Jmm|+^{^iY;YEby1qj{p-01e3vcQ<+* zLc)J1KZ}k!BdvAdyJwg?I<%h2AARJEj;((=9^%GmSao!+s*MWDgk-4Mz6Icmq-Z2) z{s+n#=dsgERX}@cko?#|AJp4M&Fk;kz+RUZ+Pv2pBkZzWj!Nzbe)?ASez7Zjg!Rrm zd2kR7R2FXwcReWGq7kQcp4Zcajx0$~RwO7HPwVH4wCrJe{%AG*vl}DhPmJ0B3}HWM zevvKhfc*Q8&8Jh{AXj=@Un9W{75a^Q`!GW&jCC(~L?z$5@@*}{N`Rn*{Wz%|tU~a; zf0yR2T|h9^Lp?IocfvyZ$&^46nQ!^bF4}-2s5L~9xEkr(CBF-Wws^sQ! zS5Jx0>1;BctnZ)=Utd(c2g*-mPwka7gP}?N_(o@2j3|$kK3+~k#^HdUom4NV7O2Y1 zTF_w_d2#uhYj$8dMr5Vp{*%PY(20ocDu|+RNA&3JbjzMKX(z1R_Ud)A=xIU$h;O-S^JG6X`$BxPAZa4hpr1 zCv%ey`;ej{=A=8QQ9G#hyU4k9=?F3Zr8fj;86r~&exR5!?+2UuBWLpXSf+#*de>id zk-y=B2|z&^(SVr%S?p}od( zrsgn&|2xW9x6uoXwPnRm%MU}t?DlQnH^xvfdZ3&3Z8In)#Fz0Pb%GYEGOkWv$YZDW+6=ogx?y=CVvz2Y39tft`)m)!yUl`ugsy4q!&Ywcdy6)Qf zK{Z#z#ixLQUaLkCy}SNs-xvSDrh@ZrUxCB@94I<{zjjQT zjjRIMFQchUO#dFG)+96GT&tM1@KgXa+?$%d#s@&j?2Yh!J`>&hKPR&5S*TaC{=9xJ z2#j#eh>oZb3>3L*_A78;R8n6i^pM;egfl;DEoXo#QN}U2;*07t1Lxmsd1Elq>w=q} zHxzmf{7o?QM(@H2fx2WL{CQU5uV=wPa?hVFJD&zXy2mzkV3>vNfsEI3dJMGv@ALk| z>mK0d<+LVxx`W{trMi429YdZ?CH0bYDBRr5%QSIE!*CtjHr|88OXF4kJ|8HqIknhIjkTadH+)b52MIEU`R~4c9AE!7y3D#8+zx4>b}m{xHebJSp0p?a(4!|M1I^M zkvu7{vY0y$L;3CIz*o9-Z1>F>=e+PhTNrv&Sl&pT^$kmWL+bF;hqs*<4q))7(2~zN zd!Zn=Ue!WmCurM~_LTPPLP6l$fI5Tpm5=@|-aD)@a>}{#V67u4yH{%TxzeHRe6gv! z&jYvS#t1 zIf@JS@2z<00B&6ou`y4ttdJ+BJ=SJPme%s%1WwuFB2o%-u8aT z4}$E)TN_vln2?gyT58LmKFfq5t?=jBq5xEXZ&+WP7XY>KRXb8rNPVda8b56#^<@>m z(B&E%af?3gl-tNbvwXWrd@Bds8)yEW_#X=+FD4EiI_!_iV{?6hg}&JJ<==|iD&BC` zd%izNgT#w{Js>#L2kFK7}{g&eCkA#*l@hQu_ zK^>xdUR!t=;#S*yuLP6x!k?w#PoLXBW6*ikyazU9-Y=18xaWZX0{{U3{|r}oI8<#E zmr9gGO0s27Qb{F5KUpfNNJ6sjWM5{?7_*N-8>MKIkR++3l+>$|B5BbgsZS-@+JtEH z-M{X0pXZ&q?>XnUoz69p?z=Dhki7UQgObXDq%=L3Zu=~RG!M4EPI@6B~z1~FP;YyeEwOfeh(HNFo*e2qa zF>W_=xh?VYe|@uj;U@B}J@EFQsauHjy4E9WGCW9+e@s9S&zo$#r*&6}9YAtKRvj#h z5aM^};h_r;JPCJ|49x5|k^-&b$+M>05Wjv4(;qj@iQiRGXithcasD0n#*;V_%~;;o zwXa-=_4-eL)@3A}7k67<^wHS8|CRx|4oR-=} zkb>kVE6q(~NaDd%C4O-zah49aKH%a{yzg&#eMbkXSK z-5tJUz_eqAb9exe_`KbHm0k#`he?-KXE@cbnZ5hkqsgST2Nju*!ii9)XT>E15aU;m zF58Cr5u1^1UIC_(?SG&W*7kQK9+@2O4DG%Z|Iqwh| z@FK-NtJE8M{D|uY)4fT@f=GGC;*hB9aFX@pr>f=JDB{}GTQFTCj`TQ5%Gq6rAjS`T z&zvm^CTcC}$3JZkBC+)qUi$KZr0(nI@LN*?$pxhruWnv2$w?4>NU{tkcFD`vPZ)_L z(bB(nIQ@(z<;9Nn|AJ$PL_WLgpGr6x`Xw%7$^{YD0UGySeE^YOcs@VE+>b;ioCtLs z4kYWR#V-D}D3~N)vz#oqAcAasS@z6TJBC!v&T#)B8&7H%zo#iZi6WXGid8tGP_n%C z&n@-TP@;Cu*^G8EkhuDUXQ-bEBz7G^9n$ZENMu*N-GgIcM4~}4smd*q4DEQ6@%?lx z>9m!cIJqm1c#%hcQV>ZxZrwHXiVGwj{?pGUJNOdK3ChfuOFfD8@50xi#a`r(9ah#& z4$iNsJc!8p%qDC6>8)pO+j;AOSjUk%=?oNL}mVac|FXQc!s? z+xu|{>3kWTc5PB1+1NkRK=-;oF`oNvf&WkdX_mvC|IUXH<@pw?{m6ZU4T;?If<#E4ProC{oIwUOnG8gm~<2d3+|{o0Lu| z(Nz|Ekhb$@t@cK5C68wrF|&d_$OZqA-L`F>#Q4})_htisaKQT$l3C3EO*1lg@}MPd?(Aobc`>YfeylgPkPA+bL_WZc-!WVF9=iGuo8BJp?O9P@HH#I7)N@BC|zg2R_% zrjKqwY;R)m@4rr{lVkUGyt7B0YI8;Ck(H46ymrR7r_-Q0_2{&X!8Sy~s@~}2FIkwe zJ-3c3I^)@^n3Tlx?l9iw-Q8L51^F)3eaoA?P^CNQ`0A!RVn^HU9$0LHdQ0;9n z0!Ey)R=NaYbCrMA)q8&6R-V?iPw_(XkXxKWz7y1fi>`ee@d1~n`X{?N7<~hu#y%bh zhvlGo$Q{op6wX~FI(aY}LwEnFCD=xxCDrP?>6r+y<5HUxr-ea&m*wHqHv!Ne{?&0p zA_$RhZOzNCN5bIM+M2e+I9%&F_iT-Q0+9~n-@+!jd%4u zx-LkD*}*d(Umm4FY3dXkp+^#~Z2E9HGd&JvM$^r*dt>3%_2JIvpd{FNDvm@SO-6A4 zK~}mg19jZ?|9G6Jrjx6JI<4MN#IZjp*a7_3zWzFrNAMq5R@#O~X1P_%iOU)vA| zncFt&{zk>)h;vtENlP5~SD4|kPh!wnYIs3nLllxP9J*4-498x&<*7|KB5+4W{ZjLz zI4I9-c`WCVh?>o@T5pCE@n=He(P~o~Vu$E2{dyBoTAnm??Pvm;W3GR+D~p5l*&)Rg z!)VmLG0yybC=MH<&%78YpPnBQ1`3sR-~`i*M&saKYh*rL!&rLW3n5hY!=hx_)V$!lgvSs@+%rxrBkE(_-%W zoKHom&$M}5H#T|&I~){sxY)BbBhT8GkQ)l zB$R`XoJNDF_$e-|;{L&K7Sd}gSK0BIh)$8Gx2|S@XzJW> zs-j_FtHYghAL7wBTbkwWO-JU;J#T-!Oo5-h$p&pE3wxQ?TG>-Lc(8MA>Y`E(${Sn^ zExg!JI%(l*+L(f}<>d|ouNhdR8DDMljSjBgMUA&JQZebcrAyjEaplWC zGgoyUei+O*{oBli$<{mjB4s%UztL&+fy2V-wvNRvLkz@3r+>ZZ%D}(Es;#$@+31%0 zaVhu}7n}b``P47sVZ&9!N8D#T@b5|K|69t#O9TFz!!I~UpSRhZzabU9$1nXIQDq`9 z-gSMNX)1I^3p&zrE*5E*C&GC=o*w$14nr6I23M-TDe*Vd4^aJGA3>Y<@?t6q z4?l>Px{`_u4UcMO#IsO~j^~-(4ETiP%$Yw!jY5ci-69YAvr%e5k(eq%}YP&BKd%rZOM$_-Hy=pV+sWkLG!TSv+eVbm~J2gq<8{ zuXEc;%V5K6$HTeS6uxUr$9*aqc~Je}{77cI5K7-%j;}r=M0IE3eUINlVtp7)d zcQWn?NghH>x%^&drMv*M;)9-j*5QGcRAWqLbKo>8FdWn1WAs1y$xmls5+%-C&NSt)|9gP%%Ntq?rZ<@D1D0{EqE{{F#`52-h1>)yQMLiBFoiW)5e z$kmTZ9aSQ{QM(vr;gN=qy4}x3o5hgVYhQU|qZqe!ngUOarXg#kQ_PEU5hOk2)xY=) zAvxdidB+?99Q5s!rj!0aVui82rNI!|h|L(cOhS2rON4bE^b!Ygog< zsx+7#eZMMsJ>eBma4z7Tn1 z$9wCK@{!R$ek^bX4~I^yPEac0ps%dOu0M*8SIk!mx0MA5f6)J_QcZwkUuj=$>jhvp z#{Sqx;d<+y2Ab^?KG=f|v11uLa1*uv?xTF8vdyfw_7EHAoM(Q_Z{y)jMwF*0P>7DO z&kBQXLImz>_;zQt2;ZJ{=!9}aFv~5sY?@2Wb%UX0ubdE~ua372+y$s_43^{;@S)Jg zug%jH;rH~AWMxk==Jy)6Oev)5TC&mP-u`speVpbxi*ztJ+}ER4VoWZ#tlnyyhUC+W z!Z-dDVpiWC*QzZ-Jbml%yv#z3Sd#EMcM;X^k^S3g{0vl{QTx@Inu)^2Qh8TiWnhmJ zbIF4h8MrF1ZFKFh7%NTl3yfUS5UI7uiX$sRg73_2bE1WK`}+RBJXtXc+mtV{0@HEz zcMN?}vltoScPgshh+(GquQd9E7>kbzS8k6;!x9o~CAC6?y=s9C^Zp9ZvTu=ZV>BO! z(zj`l#XL-`@z!0aEr6(6u_h>n!pp`@b=^uL7#L^MdxK8pq>LQf& zD9JCR=ExFlda%z}fKw;0*ni06MTv^45v_D6zWtJp6Pyu%g6G zfGJ-FmpiT(VUm-N8rdMiZF{<)=7b36ZXB~!Eu`M*o%)Z;g{akDb1o`afaezsEpUgA z{Rf9{-(vBw^3)u?8M=IEC6xSGJ6nhq*KOW@jS%8X?X7oV)Z7Cj)Uxn9AwQYkWR1TL4)-r|G!y$1SX0cR)_O(?&W_wC+PeM6Xht zpq42_+0!=JK1z2^1ZL#5CJC^4LSBK=Z9ZHpcjg4h@o_uOp`hdn7ybNaG8cRJnAG+4 z#hF+UJS)f6$W^AHkT$NMTr9>j*?nfr0x=9O_3X9-A3u=GL&9sEjZbDTLiy!&R#PkYR=Vn0yC)`(H^92Ye9f>N~ZORgKU2@KW`Z*Kg-zw#fHr@-99EPFr4F zu&45Q@R(iiIF*l2TZ&7S**H|x+o!{z^6itAr?3Cv!o5OuieMcdmIL2ijymum?ioK` z>BvXjv1iA8&+xFT^+=r76dnedOD_-}l^3-uALJiS#n!nF_g&K|Tu2>}dUBD6r^S<- z?a%O$Haab%xz>-hFY^>)@SD+xQ(HwC*jW-* zvrUA=1y)0`enOlVb*)gFD?py%2LDquKITYVJSAz&Lz=6*tj7x;>OAK%-IRr3Hy7Sr z93;ZSp#px>RS_ht|K)erh#)t>x~-}#LSz4Rw>3IK+!FuWQqe*Aq~UP?t3y1b$CJ(B zRR6Q=3y!!t@{lvVYnGFx0R6xANQQhApulh2!)PlZ1QttwDccL-oV}e_CA+v?l# zJZP6R#BKZ@I$@eeTD~a}hK)W4IkS@?anMgE%-?T#oGUaAq;VS-)xPjui})RA?9<*hq&-o8jspCKD?U8Q=kx z-xrl7+I%2fSnJ8=o}5YXLaDm5Q;`StH~qnNaaMpw+m7xkIDPS{iX&XFlT_nMek+TG>9 z4s_36Si3lkgVxe>%`yIL$jsY(eAXQ5KK08k^*1umICIlSqeMDRUDS<~i%rCK)$U?x z$#`(Lob^~_nS|_ssY(Scbo^6!Qtb7Nj)3TnfKTcSC_7CtQ`2T3v0eVjOG<*C%%-x;Wr>jbxryE>nT!_qyq2WBOccglelX{G3iz$X zg>q`Cpl_?~KTYks5B_GITA0H`j)~KN{uTzBIvjPjM$)nGnxMy?tk2kfg?Orvy1Di(1)Zv?PBu8!bnAvc=xwG+$Jr{*P7c+)xK`ia6u)|hlKU6Nd=z4Kc+tB7QxP1C z?pr%7PJ`RudGj-OiLm0lc7|QA5YgPuB>f@*V(*ot@xA$YGVz8~pfV3*#k9sze?ES; zm}H5Zh1h>X=5Y+QucU})JTZ2r@_fJ~ZmWj~pAVP|S1XFpo~>8Teof^pC-M=J zX&|q{=3?*J8@k42EXqeqlDD{0edrVXi>CBFb=}cLk4kxvp0SD(K7sPN(z}Q|Ym?YWd+EIT=QA#5 ziEg`XdCA3~<`3?bS6oQ_cVo_i4lce);tHpg1E0Ec5qcX_QQOa)BfQIm%foa1c}Rx! z!^e+A3z_J;(w|rAor<|fLn?YUaFCKbeX7+U2l@w`R>b9VvEA3)x$GAQErHVXn^)QR z{y{!IdMOK^RhK$ho@L;o6GQdvyCmo?n@UsiV4_Ag=hXV$so3>7`j>e-m47@3 zy0`PUp6U=Ap_^VG^<%NH#Hr@>%&C;FTnu70xzVs?hUb?H>k?r6`(?-cbxBw=Vd72e zZaN|-oBiw>rQ^>?TKb8yWPEqfO;fH;#;tGv3=P_87_|I+rR8`Mq<^e`ZEdy%d_%BG=T?vc(SJvs#A zN4XVI$#~d4oqsWthNYh~bEKsbQ8CHZqf{pzof!(@j)=joLDL~KgLv4};>wx1G>FXn z+RHe}7*riH4rpK?G(O2#i%0W; zSyIg>fet}CW9s6+oPUOLw@v>yQ>Z*V(65_B1fvfe@5TLl{ls# z-_xZ!+lP&7vkng>XLFFO+1hFm!o_VzzcRgW@5d~eVhdet3Q8psXP*L@seh7B&8GSbLxI5@DMDDQ<9xU`K!H_{|+rK z-pGa5Pq?0nz%m8?pBE_@Khf@>Lh0U#hQl)N<&zPfEf*L;<=r4s=he&QqI1)PBUVB# zv_(H652kYwRV!?dc)`KLEv)K$zf;lhcxOm1Hw9$JNm|=v2DZz!tHyjv!dnSh{-^Rp z)GQvhVBTfGPT*NNvoZz4e)IDrw^O+0d^cX^&4Ra%_h0eN6og6BCf2=TfS5+l?#xMs zO5MwA1*H^jP0X{c$C99SMnZ?4mx4zwh6De7=D<+9qGhoum8Ugs^9Gc75U#u7Fe;me1 zR#6C1W(g@PLKzPd4Gp`}LR6Gc8CiFobMCqKB3gbTk~B#gRMHU2h{}kjNGhcwk<{<} zd0(${&-i?v@AJGLr~5SrRR3`Bd-|r}eseCII9sA=IUZOqKOB6#nv0CsOKD<Os^EM^&O*VXL7Ya{jf70yB0l~$JY6daqM-SC&HBpSBtGx& zl0KwQ;I|sbU-K;&Hy-FN7}X)cD*2U4R8ml1(D3?s86P?mzx@{?M`MHvb~`YI#-zT< z=H}{r5Kj9~B}G&4;%_wI6caRH5)9_7(HC>mZ#;g(}oG=vQbb1ysbK^pZ& z{XRiqW$wmah4UnC?0YC-6-2;fIAvZ-0fngLqr2LjX}oNhZ@K&!jfruSS=$^07znsA z8ty27mRoz-n-w&UtQk9LA;HIyQ<0(x6(j;$%#2p#fT`DvzmOb6>benl@oU!bzU;$#BbJu3>5FlRNHXvv}4VontH*Chtsk>yR z88Z(-ajDgiAA!8I$+f=9Jm| z#wZ*yi&G1iqOc-_6~k8~u{t+ARX3c#tzJWS{TN1XEo8&XQW7hJ#E*Z>;=`;{b+@>H zhKJUb*=bK{82!!{uVeN%C-7nZhn+NJyM9l#-_8fGMP}ayW-epf8n?7xBeB5xm~tR! zuyMrwbDR)zmMMQFXNV9r$}f$cnu1k#*1e6Gl7htIRrc#uMOZUDzq`0WfT+oLjec-x zL_D;*{neI_28jo{P0XGp3c}+(8iaVMVz&0UdJ4ja!tBG9Q<1myyz>>+RAiLsUl;C8 z!KZ$XapiL%?#etJzMU?>y>x{b*OfH1&Fcbx%2OCsiaToYkB@@Euo~^}0wh++S~g`0 zA@x4{VZ|3AR{T7e{%$}B%`npK%cubUCu3q8d<9VLy%GC}IS1a}zoi{(DLi_hM2{)a zcx!V+H+-THr_|EkcV7@fpxny3B__htiKZ(WCkavbYI?-o?E>&3xdA>=G<4qmm{(`S zM~PG8wb6wXY|MT1cIq?t2`WG2QZ2xOH*<@EYXvZE6gM-_5F(-W?ebIg0_@(ixKz50 z`TxR(JI<+m?3OG%GVDr0@te*PK>>-9s#jFXVLsOAb`(227vOHuw3Ggw0t^rLzc4fv zV!cnBc-w0MJol6o>NC2ZU|Dj|dMzIVvU|pDH&WO-=J7m8mC<9eyylufMmG*~o5Q?l zEYG$MQt+j5=2^GOpYt@HdNiD}Eutalah~*#@rme9gZ@4$d`wgnGqGayeaY6>T$&_wEU;RH~6St?;aL8N@GE3ltaNA0pwMe9eXuh2)Bb7W1CJ2FupEOW52Ed z*@@Op>s)CxXP?tc+Q!FZu`g$qO%s4MQm7QXQ-sM66b6+WQ{Y|Q+LYFtibJNlulFdV z;d`0=pQYbY@hK_dvEl0!gv3hj{-T$H12IpZ&WsTvc*AS8>&$%9C;riF^-h7&y2uLG zk7<~3bl`Ao)k3NmP?_>(r~(J zpxVJI632~e=n05ib~x!J%~iKl=&h}Z31`C7WDso$%UHzx$drP4zA>{ zd+8U-!kL63#a4L^tf(x#snR@j{qa_A3*+IE`&6$TZ9M$64m(kIiifOuTOWU7b7A#G zWzIb%4klbnGI;%yh4?$NsQ^>av$6L3rgBe34!%ox&ao(Eokdg~uo|s_ zLUDI@ceeu+DDJMs-QC?O?(R^EyTifV9g4f_!S!+PTk8(q8)Ulwl}wWCKiQvok^M3Q zs62~-V1f0XZKW^B%6h(QonLC@X>iJ1Ns;V>5mYcdvHDlD1~hlahdt!2KpFEJlyitSVz_p%UZhQX=7?ErvRz>?L8ca>w=H~DOd$+u6WG5{4qe_E27gBuzgI$r9 zMsJYPY|ykG+$f751vR6mAb4LA?8kv8!&ftjvVe0;T)6b^;gNdd@qLg3I;4&1}4SFn6~Z+Puhli{G9wOu5IT<)v|}* zD$}9bHCDE?o{jpciShT{vR)x1Yy27h<>N+DE@8FI{}t>G@e!b+gAt`dr!M$~w)57n z$?r*ognY^I=5^#i^)(eQvi_jxQ>SKPf3zo)z2KLwv5_6Hq|Ac;?Y+lZW!u@M{0WA^ zI!g0t$-wv9cb5F?CQj2T>_Mu6l?de9=Xu3*{VBfb(mBlSBYNY-gnEoBj z4KX;kw;x0K-kzqpx)o(1r-BQkJ^&jpE9 z9j}0giJD)^PngA#6}RdpG|vAplb<+Ps6#w+oL2An1dJQP!1VSd=Smv3emyquhI2NT zPvCLO{jm-0+%T5`STW8p9R(1*sh}kTUD0R=INTrJ2KH_J(WvDzMN&hpBC}ATro%b8 zme?p#qkTqNjb(b~D9l1_1hB3DF~!tT@)|%#R{6E0hyHV%loFC}a8Oe>9&|=VYR6de zCA>c*J4!jHnxE9Ac*$X$G;zsu8uY#ipu?u}Rmr-$<3VA-w?5-CCKnQl+Suy$;0r9>5|fuDWrX7^LO&YQ^*3wZqb z7E*#n%wNq(|H$U)$6wIZn76a5_RT9p{+7cp`Up2o;YjpDujY?5d*u9v$)-qV&*6H3 z^@2N7uG#n}7UQ1bf&U+W!P118oEI&IOM%eU$8ujE93W@vI_r5&&v0?lR~V7E)c&gX zfZPn(HTRm&_>i;i)4B@oon}w35O&J7DkatfQJEgMH8TF*$y(t{sq>A|RcDO5RqGS* zP<+9WaESP!ycy=+6XsoI`JyF03Qi(xE}fhpSx}p)`qxAs$7sL%pBAcKPte41a8C3k zA(S{abFHEBC$Q!mWA8JHk{Kt?fdz+UxnYO9=*Yaft)_%mQi@)vwflEy6Qvl;OCsS$vq`H_xt0|d z5kJ18KWf(c$EKtcDSX9x5nxP0bA=GUqBG#xS9Dls(o2P{bHJ`X{2-A8_=QOq(}MWD zl;%6(IT>W|(F*OE^$n_&6$^pcjKlg#5QN@%T>OcTJLJ`XMxBcbw}TVdw)?>Zgv4bE3-p}m>*=SeuTNd zINLe7qpWDR8kVm#skN&l_J!VKvLbQQ@qvF&+!T-_wG)hnv*vTXMI@U zTXrkMUo$z^{`6?#2mPJ7!z3o!hpFK|Q(J1KV=K7JI>qRVal;}H>A z!(DAd`F&LQsDOQq3>(cMtA!1d72&ay56`P9SENdndO7=s)7@QS^-&H(x^G@>h#%Ju z*29G5iY1VeQ3WEeYFGHjRL0#U1iJ$K$9O9Pgv3?Tl$@VJq2|Jc?eN{P7`Syqb!Ul# zLG{Vb&@_eH6KY@n0R>+BLRTggisDU0^IxUC-PP1k%;|5Q>53aOsz<_wf^%PB5SU1N ze03VUePvC73LUFaDL8QE<-Z#rGDdc(QyrNG5RZ$e2+B>K@$2;33p2gKey;HkMel%Y z61;PJHs_=)eip9#?~$_MeD^GW+*f0gwW;Mx6kDp~lrl4Ptak%J*_sfr7u2cg%-g-| zJ3CgQGDKY2^(gr35+dGW&jp<98O}seskh!3Z~H?)RdxYU5_hNE7NmIvx*C~vZ~2~P zR!#ccjG{Qhf2Y*jhPM(`HQ%D+CPvafj9-`pH@#HlmlX3^$!nQ8$pgfbZ>a4r)$w*z z5M@%_u35#*jVoq-;gW`-e|-p$847&i0OwR7Fcl!?vvBoSiS)08Jz%cgG@7EN0>SWO ztfQ&-VG0CX$^kEs{d>MIV)}mYD84`FE(~Z9pEoqRH;@jv^R8}k*T(K(YROmWi?8uxqzna$Y_Xqey>#{8q(l3Hb8m;$Z6Hpm>tijZ|2Q-Z zzMp2{iMOEZE}2}ECal$2YFWV}rZlf30|ht|E1F)bF>g>ub+n%;V*8BSN=x05P}7SW z2dM%_S3QVJODg7g&A|u_@Wae`T zjbnVj^d|?xT_2=udm_(|PgUuyeX++riNf-jljI|;ax#iUaZEysrS&sAlsB;jCXxp29e<3;N&Gw(*sv}Y zq!`GlF@~;}N#8s@X_rKi>YwN{D*MezoU<&tH$au3Ibw}GvN|!mT81io`gLm;-;CYj zE-(~g$yVKyB^M|*K9Y09JN+m8m~BPFz}n4kPAx_zzJrz0kQ^{D!F*7Z*1GM8EhqOe z`OUg2fl)9~Ghfi|i6o|PrgbVR?F1u;{~oA$r@Zpg8p7H7!aRME9Vv);&t&mWB!OR6^`ANQset))F!3^w}GCUra0 zmzipfUJWyp5wlhQoTahBfy=I}*Et?dC4kSr_?>FuqCL`zejH+@!%%EmWfX$h!rt0onJWJu8Ed4gc(y$KXbyK$KNSLrMM#HBefw4~9NI{HW~3B``Pik`xmnnln}22;_h83p{62^sB8kJ`njI4g#iy-fh+p@M$|5i}9c|1VcFBF$ zZdC+(B^(rUuHMogMG5xkdAeV=T0-tq$8HM8>F(94tmz#O@H*mW8$_tRPRDI+c*yvi zD3Z1~eW$w&R5r>ODte8O`&G}sVSee-wpA`_2w3kmhh9Vnn0v>R z`9Mz5teKL0yZ(Xkbj0~dHxL67q>ka+ss_ftQNfZ~0;0WP%yr9FVZP-^d?JSUg)zbH^1}u|kmstD^8#o@cD= zmvSy9k4I+>RuiA2r;upho4N;w_Zpj%Q^YWs9`xEVdX9aDyRqiay8#RMQeliGG!$lk z?U6K44b)xt(mf-sn2n*@`eY;bu2;svom?AcRJdhU1N|< zMtnN^q=$`cpR`+6Lo2vw=~mb551Jeexb#-x*~US>MAg_g_=vo^z?x6@?UvTV?70hx z_>^Z<%bXnAlc6>Ka8FbsX=&=Z5+e&Uk=&~Q-puH1M)$s$9P6rr;-$=rE-bvuk+KkP zC{oV(Sqai(&Rg5Y;)93DV7D$X@ZastuPpTYMEEY+mzFs*M#r@;%K2eyrO(@2b?IQS zJ7gcl{fu_Bm#!ipjgeyI9cJ@Xr}wL3?MGq^n8Jdgl@D#VMNWF2vyp)WHWwwx>4@Y0{qQ&9!FLkH z=APdAp_HEA$u9}NQvmC@dWL&sQ=t}zhAr}c%!Mv2*Y<6D_Q!sc8wVm{?3au1brwBc zYc^5z#@*1ruc_O+qE)N)M$p0+WVr1@Vz_o~Sp zo;?anIp?pMAQ)o~2x)Dyw|tMw8HvT3V^a#YXfcitFmPm)(s#2joAU#IEVo?Qx`lgc z+Icvcy-+Z9mgaTreI$mis-&h+Oz!1((m!-(O6URzD&09__IJ*_Emt?Y0Dn8y9nw)J zk84&RmoKoGLh4wh8(^7;{4EZq&3u&akB*FUw^l}c7eU+Sq)4(^2y#di*Cd#r>$D^) z@Q!IUxM4b&fq^RjJZe$0(n^z>BA!UZX&?7uRv&%cm#J%5kZ&CIG=2%rR;PMUhclli zNlSX`l)>iKIpyat0hRv%@K9i4p`cEE_Q9C0e>l`goSyn)Zx6V(Wtx}a*SI;NMd}wn zu-U@xJ>LNPGwcwAxh5(581rIU8#q)K-|TGnAX52}qsx%O(07X+j-ZD3^RIf-4r449 zsm74&UwUDfsEw@O1XwUElwPmvw!S{u6U}F{riX1Ds=QmXvH`|&_4`dQs7sqL3tWm) z!s?R_7A?ATX#2>jnd7Cqt;5~2n2Q()(_K_eq|%UtVu2-@2`KNx{m%N@a1Py@twY@E zArI)W#_px1WPZb?`l6?0e{-}b8_X2w=zc;o6|q8j8kc>`|M_&)v+@{;;6Dg@`EB)P z2_yP2*$C{1HrJkg{;-BPRzc?ssVA#s#b|TJ1y1pRXpOWH`xouIWo$f09bWxnQpu^I zW>V?vwJZDf3-ZRN>FD9mn6d^drcke6@fTKGGc%kWOzJtmY!FdG_bpS8Yk_5nA=~6I zjkfx`IWoLN@%w3FcA)2jd$I-m{5Pnv=kE#juy3r-0MmI#qGMa1$#epu+){dp1t7(a zWv1G4`Sh?f?qUcoG!9XW4D&=}{!K-o+jRBbUfe})5OTxQUmzYIFn7nM<}$`cEKGl# zoTBkaH7Pwi)y+DMKV~8zGv2rcYUKQMu62cGU>_7b*kBdPQ>0jo`FHf3{S?G7`7WFL z?0W{6C)00|*s!y_j6t)wOm%f?LEyi_b?2N2qn3F=v=D+p!?dpMJxUD~{&~<0xR&cp zHq}YJY5v`FFNkjJt`k8%Ohsf}g}LocrL;eEUAE)SIQ-xR4(Ii}^$MYEV5WEMc#saD97N#6@bh z`0#{4lCO20@t@Q-qQd%TD0*PVH~4g58>Dol-q*e*vn_ict4{5SWJHe*1;t<@T1~A( z+7=0Wb;k*GM4+PBI~Uq#+U`Me%$xQ?x2QmCu6*H)yZo&wqa`$P4$ z4230b#aHVb5np=xMF8Q6fuq%0TyWeZUqN|rznK+Zh~o}=nwc~{x6SJaOTbI$CLTF3 z0aBMa%`^?2K=XD$O~Kz-l&n=O*)0P~B?&#b&yTA8P-qNSVB$xPc*bF#H3J8n6S*iO zucj*A9n%d2H2PSa{$|l@3F#s=Zpv8i!Z3OlZoduB#@oI+?a&b4@U`3g2?Iq~EtT7+ z=}wDklsJj-wx{r8ttAC^6#WQ$r-rUe#-$KOO>ci`l&$?+Ut7F;W5sPO=@+-CC-B^r zzyj)x#QxKyfPVTYT!$erDiiU3DawOKxzwpiDkF}2-Ye|wi|Lzleu9cKBC((J%2byE$kv5+Q&&Zf16NiI$U z#Q6lMPjb2@kw^h|E_t69_+!DfKbIQy!^1=Oobme++FJ2)Q7D(jdwY4anp=_UQ0aYJ zcT&FE4`aa3ST|$Cs#Us+um5pv-9)Nblnx1W9U$2eD5jse2YD0htseQjj&UeQMuYe4 zFH#D;JiQvId+0VWyEU$dy5=HJ_W@aYzX&8t5~w%+Ay{0uFoH^+k7|L<1;mC(S)tQdWLyw-{JrBf+F`lDi`VZO7P_35Sj9oLoNZ zM9lB^`^JjZOx^1F%@9gk#bvr4bnC|*l9`7(& zK+h&jho>?h!GgbP<7oa7=i_Kv2on_1C4#)gi`Pv;Ew$!{Ef}#lY=M(k>9d8>Iwwt6 z!eMaNA;fE$E^rH zZXN@XlhjvYZEOznLDm--z)5?BVXE|xj{;EH-YP-sF|j+dqcJ(iyvZ~`2tI6(`W}g! ztyY5j=1|?9D|XYDT;2rz>EN@;LL4dZk?{)4hnV{MKJ$-t_c!b&W@+e5dlV0nT+w{L%l(h*4QgK+g(u0l9w;7w&9tN_n%n7lLK)$ga2K>}9i9&Q{xTG2 z6W{g=r&K?;+#8X~Y3KP?I1W_mT?wJN5-Y==G`a4g{|)H&^ig^*3(+DH5HxQRVM?Ek zZOx~)DeaI(u^zNi#cWNR7}miL2BupDY`ODuA!I*V=Uf}@ z+8ZCI_sd}|n74F@W9$`$@tOZ@Q(I&Y6rhkWp)+t4=_?a>?V)eE{*xrP12e^BA! zxo>yT>J{WFKgH*_zcTOLe2Mtpd$cWc8S77N`Hp|QW?H|R8qO{!s6&7M{C5r(86LD_ zTrM>>SNoN!dZtwzHp`>aO$mBn_99{`gEncYA>Xb$Y-GOeREMsO`R%!xHZ;7Wx47rqtTriKbKbT0Hcg1rMRmYx3sl78c1zjt z%}te@&Cxavb_R6C&=laPhvARUI8WB$)`cfF67#{1RBiRd8M_aT@=%NX@U^4MT1#>+ zvd>5?eS0Ux(^FY{ZPh6NxtGZJYVo2?^Pp{miX-j;HSG_zo*uynl4(3{xy=X*r{LWt znZeKmYee&Y@G#e5ed4pj)cY80J(@vO&`Kkpm+c6K_Q9WPQo$j>nNLbMn^;V9H;3Pn zK7!H`9XZL%vf>MGd@$015MoOyD4y07r$A5|R3FNtVa(hEO{?|FX$Zk_*y;lyVCvz` zqW|)tU=0eam+uF2ki+6IgRpK<*o};Nn=^;T*A5LrH(07)+B7^JBx69@tUHmM_ zn6;_ruAXt)7^b&(x-37k(*Z>4_<*jKYgB9|<1?&NR#=lbq;cJrB3G^^!%dir3#>E|I7{N`&JOD(cq9zBsL9usl!ril zzUtSe6-9+y_m9tKRzVMQnpGjum1h`zEb(2TJx7Dns>v0evT-L*w=YY<;D2AqS2ho8GuKm zQw}GtTR2-^$ZAny%22FhT*II>+Vh%|@AXC=Jxjjw(AgpA&3#cxP=h9X}>GnP9mV zobGFnoowTeQWBip{}I!4m|PvzKd+ zH0uehdb-I}_Jpurq;3p9*1bCL{7kK64rC@~UTU0aGcvtrZpr;zY2~)cFP4 zP7X0Jqr#G6&vvjNPb2c%GQbLV2jZ4C`HyGr;3~ni5T4S*WhNDIGWOB?pc_57&*U+M zf2JyuJ~aGZha91ZW1_BS;!+M+&lqP6RI_9S-ls=er0Ows$l(XDwKYb%%0_7@)jQ|? zPUIAQbInj|NXk5(3s3)!Tu_1hlQ0W^F@?8p`vHsUAxgdnHcb^6divODcAj!%luEib zMsQtMfk=}w>>-*vEBo6=bOXpOh#!g16z6{qs9W_)Yky?nXO+?iH4i5gvr(gRAme?& z%wzAUXZ{LT1rP1@HpIVDD7`)oD%$_WjrOfKAy>3Sgy89Utr(ayaMxKRbXM)r=;TvN2q$4tgV8UILt;~js>^V;bQU@ zSB_%!yLh$0m;%Vz?0%F}n%{8&;>Hz2wb|>hv0=kBtPhn{oi>JJq@_Z>RiznFlUBg6 zCr@a~a&}N^Me$lFfO(QvOJ*w=+HwC%8D6r-Fu^ReqqG-!6kYVlln*A?$`xfh%i z3vm&lg}H!4y6f=v!vc^gqTHS(j>gh4(J1S32XMpBp41{p43N{v>}>X$dubX?aAk zn1?%$96+G);cw!$0LfWf`V;$A$(5)XJ~7Ls3@;O`?$-s#aE=M(?9L0fmju30Ch~?C zrxV;2*^-h`wlm!`6hEl+rBBy=!O`M)Wqn2byLsFWih^&*2=<`WWCcBlR?!U|r=T?CO9JMkVQcMZ3w*U0B5A^+w!FYq2! zfK~oYuf%VW8YnSL6lsL%r4u!aS>p+n6TXhxDwjifOV;}}>O z-b)Kgn2&0pnDDfB#wrInN>xm~OTfWPCF-T=;v18GK^j*^QW58~nwbrmf6D4@T~;!n z0?eni+R5p_>o3RS*vzOzjF*0I9f(G@qI$5}0O-M~-ka%|xfIhI=uKy<`!VJa?JqML zBKvkthqfN)@9pW#X(7ANw_Te|tM}0ab2AR8GLzv9I>#J67YRu@h>tn*O3pNECl_xU zB>=ZL-a!5Q*IAy=;f*j=+Tr~UyR<|i z5JstE$8ASI0PSj;XiA?@yw9_D>6hRt#h6~3>V!$6LwTk@2X9N|$3EIOH84a;F8 zTuh!IZ3}`i+P}Cc%t~9ybv~|!pKe&NRTrKcp=5AQ4PBFkh+@Yh$K`O0B@SAOPNK8P zeKUaqUg%$cCqEy7>+i&q*lGD%olIyCU9qFqdCH1OE9~B5a(Lk_N{@zCrRDKUu50tll~KsD2{0sm8z=S`2ZB2~mCO0w4ht_pkq{DGc|0`Al9(fzvc z`KihN+_xQNHxDz*2?;KrMBO1jV3)M_AhGg_iRlu~xr|u$MbK6Gz;ZyA)UGbrjWLCq z^(jO1QW(@rb6YWaLr<}igzm=wI{W%72~U$XC1l`f&4tBPT2@MqW`0D$V5;jgGa}PHkRg+I2(pv+2>CDIOUTgZ|IzsQKaGh0R|7}d z8NyM@%+AVD%E%5}H3v*}bEIcPcDYA#xrbq3W?^h)W^4eB0T~Sc1Saf1T2BAd@&F&O z`7r@LAd7&~19!kqW*DCtG*CFOZWIrI|36juLv=DK>ovac<@HqaoJ&$4Ye zGTn{knax5MCDJ5IW6;v5gtOyGiLI z>R$D(YZrJxJ+FeGT)!7Vixvazz%AN$zzuE5!-Le9$M=t~OB9yGeMMYPUXoPWanvjw5J<)_4L5@aQ6kIp8EYXI?AkYJfmatdktsL~@<#oX{bDk6!sZ|v)a!l>=^FWTIN64aJR9JHihv~=M$PrzktnxU--f;n{?qRIAGc=8qIMS zjUl2|J)dJr@LL>9zc9m~N^|gM7|EgE?-(gnNT)IzqT3drnds5b+9O}38G(P{?vXKU z;AavdvwqQR`Ni}}Yr;<>7A`3_S&h=3v%u#xs#8Lymb>9t^E&4ePR+!$YvwK_nM&2e zdOUGE?bXXJKeKfQgPQ;C#wW+*LaI*=(z~hA7_b=*v6$*TcqYvq3?yPUq#<_;{Yl#lG^;nf%%9B*N$)>x?{ydvO>YuH$aAoNGou;l1o)BrPCHXu zDc2c4XPmiPZl*KjH|Zw7(SrJ(W6zjQ(AJlyq-Itc%vL@}Cm0lNkPqxCCKKl5j0Wza zVaZK?Ts5y2ZDXkbc6rlT@On)(s9HPcMiSb)<96Oeo_tv1MB04VHRM>=_OqB{;oa~_ zK{*tt)_Th-Es}6OIl+DY88X7*9<#$;N^oq-@8;ta%AQKvUdvuZ7^5XxK_2=tMKz1x z)n6<;mWjj$W;ZDlMTNu6OMf8gsRtg;baQ@5BmC+Wh{Z(pHTWqBDfz`tyln5zIVCzy z7T7Q>4hzYlY!@Dp))Y?RdC>M3*Y05pyBUYJbHFxg2slA&iG}5vvQQB{>ZLZ_^Qn4x zN_tHttRB(oqt$&)ffl=Ljck$k`zW^{@W~h-F?U(vMO&aSsI{oA<=n^edkpl;I0Qbm z?cw*J&S51ku8?m0ax_5EvEJik{{DB~KxXQ!(T>;k;EM~aSAQQ8D{_yedfkesgu;R1 z$#2Y?U*5SVsCe7Zpx-N_KvXxf>unn|KZt!)Yb~?71g6yg&Wj-Y{>n$a`MI!#wj5Px z8A-Xaw`Z9l&YKUG`xa$1LV&mA6!b0}vo^lG$S-gTLJiwfzL~2S99w$ka|OiAdrcr=nk#3iDyY{L#{E}9`q6ZKCA>m9Z;>Z1+?oVZ(t zAwyG@9gEJ+I~6v1xAb0NB9%V-63pkG4JJ0<4cDI$L<&6dP?L=bYlc4-CqZ#y@o(DP z|097;(A+p?o$Gvatq8aZ`OR1eEYBpAq&a3%5e{dA8^}wIpuX$QkBhK zF&_#mtVtDlfJYM9F)ja{?hvGvHOxnRGXIG$A>HCOXv?3ze zm55akwEsBq8i(lzTkEUKk}!0i?XU8ghjC(XX_)EP3|vSnIx?piM@idM8x%5%wZ6Rs ze-)KmWPa>&8UjO4)k8&0KClVaiQdp)DV9Z<=-t?HoP>}lqjN>0l_jxR+#+aOL^vQ) za??gLmSDW4a<&ETFso+P?{PBIKQC$EzU2>;zKyfKb*nvc-)H)dF zQQF27plSG~`rk=fAccCzf(> zMBUU)hfo^b9_)gB zG&4ANjsD?qjq*mnm$EL3NsOy`)@h>|x%+649*NotPDpS_go`OQ$%XzqpTe=OUYyI) zb*ix_C1v{l=ES&rM*=O65y9$1g&yqMiLuY+5IeFN8LiHM^o6HtYAE6!S zjt1T0m+7*94>O9JexYrb064Bx!$~p~j^!hBjor0LVYQGYaBT!((I$mrk{t>n=L<4< z14qQ9$IckU;zxaOe~ngGOd3y{$b2IbHh!+Su>Q`T>#(rxHxU({2FDNN%BVaXQ)^|! zEHnoHa;)7U)YGiOj+=D7BB^0}y8ieDciz1uqo6YN#$%yrqnjOE;}6!W)x^6w)%W-< z%M8g0>ezsEO)+xNUNg1fb1UG)DI3p- z?#yEv6?>~Z`}EXm2aK7=O%vBF*Y7_&TW zg7_X*8U7-7r8OJhfg`(Icz%lC56`ys`3O4~`*{wQ$MVA*$0x#%7z7De@Pl(la&3%F7@Ri1_3*u05x7xHWdSyI!&F%iAVExxW_4+@)82vI0UKlhX&^;P<#0yCw zxAHH04b9G*$xD?=@`VS}8?@P>yPF%n&Igg~a9C0Se|bs5uI{`u#PFpEDAiy&O{It2 zEdGk($zf5vav^pCr;6o5nv_o}>8FdSZY2Foo46Q!LA?mLp&hm#^_GlrOwmGZA#SCO z_akSf-_lYr(B_;_jOn6&4i~vTYjB0z7a@5TY0OXeJGmd|(vFT8>Ro#c zk&x**0I@0BYt50dn`68i6f%m&8)%+|W z&4l*N{!z&Bm-jo#a7d3@ z7h7r=pRX=#Rp56c;<%1q>RJ-x6WcJQI;K!w_s%j-wWel|R*jh;Y-#~lhrPz)pE^gi zD3vIvUZEUBE)N@$K4w>=DFwvZbh$5fXJK$i0X08B-)>4nkCR|G_xNb*7Fiz%MX+L)zMw5O)Sp8pOs3uJy&rP zDi}zeX7q%N2S5Byy}7c_N+LUg7!Zi4sE@A+rb4pQP!8z?1U9GS(UuoEnHbCB)})s5 zom0>bS>6eAP(_o)Z%{mV+omb%vpmw2D8a`3b1&sdry=!qnlY=@7_O0H3f)&pJLGW~ zgPLiJMxpQ8r*{(ulSqbN=*Lfkeo6e~>YPLeguXiOi^E+GaB6e9siG>o&El6qV-_8f zx_*30ikD(UoG~6$!{qg@ptp(T#_H`7dhv^a4a_%W@AHu)xQX)`5NXbgj1HElu4;jC zwQ$|~x{9Ns+lbu;a8nyCw$j+0_M$<6&%vY3r6#(ylCYeHkd5{!vK`ZU~$j)vGR-P!z(*z>;6jgNaXm=2xwUO;SC z9nJzSQ*P8?qB>btEU8(EpB@}WpSjT(YI`6}jH!WDSY1(iDPY{=zXCGwX^-N+(=nQ} zSo5E1J{g%*C0^@>3_Obwl1@@i?RcggQ!{@k&+1uKuX+RybXCLia$lug$nqB?TQ3yi zXo@a(i1)f>F=1xn(A{lbS>cU)IN|)^k-NERy$wDz)8a1ro=5 zODmANr)~w!%6W_P_cM|$HAcckC8bLV*B-vk~ZI^M%=47ZPqQgBfZzA^;y z9M+ddImzv3w87;r#Sx|oxYj;pE*kV(GR~`_dQ$YoMa6Ql4ZikDFDhYMQUj5qo3W-f zIMf4jYY-Juc7hKG+LFqbOA63y5yL1DVZSB6kEYC53fOpl7D)kBvm>JcnR^bZ%!vx& zCW8xgw}KdA_zkm*wB;lhcmHBc^nUK0!2`aWisxBNbPYyp-zOyFjjI-1zPP?`{q3x^ znvm2ZXU&lTD`92Q8&N=j+e0qJ<#lC!gxHEtL%i*hXiiDggf@8Jz_apK*=w)d_fheF zt;_pA)!uv#0@dDRsP?a?WQcIVUvLIcE62d0cy>G!g7=@3S=qnUHZ_8R=1j3dZ5#hF zB8m24tfrx0s5ncyRM=(Z-mnuQWbqc<3Y8t-#r>(uoQM5ZbU)juOBCpvRRi#|GXti+3u}9 z->16ZaXJZFR#ok>!1c=?!n;R(fP=43LF%FYaY&fJNCDaVh9L+yA@qSqc<_%5<_Ev^ zjIlIvgkBVKP#O)}p!=&rHNV2d^`SbgkWvMaP4r5Yp29?AcjMCwJNT}iWu9X~Wq^>3 zhkQ&P$-m>*N8@Zb-utgy4k4+i*tm9+>lS3oAVDU3e#=K<|NT~-KiYrc!OS(tJj$&_ zDt|XAU57*Y+O{SvkUi>rRbKHwL6F&xo0|43RFfE%{Pn5n;JrIoezR-|hDh1zBJ{FQ zUBdM6n*&n(_TBMlvKjJ1LmT~f-Cjo(L_=eDCsg+R`h!>!$T1?Fjk2ret@2k69yaxT zhS<`&NbK#OGz}Glu8)-|XjU11zb!*>1{Vb|oiTvzi@F-D?y4A}*n<3)z8moqV)* z=Q!OR8QaaIkWCzyf=UfwJE{^BE>oX4J{tvj&8rJ9cl^gnYivFcnMO4d(q&A~m;UQV z)F!6p)6K9m!OD$P4jRgB&r6+w*D)Wa*T7l$0`P;dQ!AUDjr8vo$86^PUvY`>_GNSp z(VMsRJeCFeh5l~cq^}tA%gwoPleNHKo^R%kxYdy6i{a&E=x!KTT=p}aI(X3`TDu_{ zflnSW{eOcBA@za>^(D4=@!Pk|$PeX4_T+hO(VoNmJw7x7#Zl1>U(=!$u9a^o#y|<1 zoP7g&#~ol2M@BeLc*L8Egk_<(9rbMTO2lqMHwHGmA5LoXj&`@Dr!~H5cBy2@^L@yI zJ*?{QiF#Y!4>9B&>5S#Pe029DyVdXrSEu%8nZL2He#-0fqUVL~ z1Ul?+zp=8II1ysU*oGy)uY%~rEtQ-X1^ct2oyg}e*q&_#9rXo8rFVZ`<#Q6ujkj|` zjGc!6`2}<#0$v~U>sSQfn>wDDXD91FiJ-8lviv6LXw%GsYs)!Z8+6r@>rdiqgg^nPx(l6 zToTf@Gy1PZ({Dlm0sK=wmvwi!Fkzy$8ahb*!;;%^hm9iyYC&f~dFk(I-Q6sb0}rkB z$ceK7>bH>i&O)MEVNm;L)eZyL*8sQN94RE+)roSw!qZX;yRHwj8p}gY^pK7PAfNAZ zf!Kkr`r{4z+UWct{(3{&^&4@`z#Z*QF zUo5hBRXEVhjH$&0V%mGy5ao@VdmJc?5e{kP{U9d1x&7g;yerBFCUz|m>D0QRs|d#&k})Hy3ertUi4irodocpEQp?3YIpX0h|C zo4qwzL8S&-v5dP5*MffXt3w)0*U0o_pPi2n%4O?9?2-5rzb7THM6Xt@Bn(Og{UiIg zeja1X!C)e-WcJ}`+5E1Z@2T6Dry$>d9< zs)8%1QGs>k;ZwHIm{!|}hImrma z;bO_L|89hrj|5~zPyHQBX>wUdCqqu|GAx#y9$bR~%krX{Zrr=ovz%g@vvYnY!{OWl zn6-v@rh(Ua>BZOj*CkVa6EEWeQ1=5ni>q$qC|g1{X^cCIsH7wXIzCD9R#`76%I~g= z60hApYs*6$s8%a%Mv>n-9pTt52t~-Y&;LMEjc!cG+g$&HVe$!Ym`$r$*+D_xY zy%jHA0{b!($wnF>Om?o95jSp+{|i2i(z@0w4B?5+KSVmyOKR=wn`f#e6c;StJ=UFN z6r$2lxuGzq#D*_-$M;6T7oUi!05*=$9&=E21tbN9RZ6-4dLRAt0gg&mg4@L zA6}-M^JQPgPxJW3tGM*I6 zwYFJhj)zInKgrHvKp(VL&_y#j-j6rDgFTTzL+x-epr4%#YTMm$H8t42m21@rOrIFK zsz$p^r@$Yb0G{j#4v*!vC+QDtAd*!&99v-fWX8#T^*V8O`=wH!LKewKvThBghgRzO zSbk9w(98Bv)jUUmD+~L1Tk>N=1JBemWSxtA>Rh{0a#2~66Y2_t7GN?sRVm+HU6#mN zw<`oA;giDmC~o1qJWJ-7njVOt3*teYT=mB!*@E7YxAL_nUn>3HB8+AuHB39$c*64S z7q{qCex8c>n-aP@|2mO zqyuu~iy9|p7wH6t0A^@T181QI)?<;UDeanRPR4ayy~v&AA@N+qFl=BJJSY!xmB#~C zh*1R&A@+>yP$pNT4dv({wJGun0ZF9%Jkb_|n_6ftvO>^s}SRhjB^Rmn)%?S-Vqn4?(;iC2HIOZAvjeu((K&U$Hi-lB#;P zo8lwu&B?l@dY_H*ceaI9MFlgUBJxQb#H7y41Qj%e~dPOAJL;kU{-k zRuM6dp+Fu+0>!`RaU($5u%IjqL*K3o`M-kRBlL~7->_r`7CcJ~`pk>UD5su$HwF2g zJasL+Hf*%K zXk7#K0UURJ?(W@cf~_Y--C7i-(IcW7eP8qoNQ}>R-Qxx@7shkB;wfRgy3BB+_|V3P zMfnd5hX*{mZ&(!?$Oq@eUXPvN1JhkNDT&Tm1~X%Ih(|U%a9xw>^gsD`Ly$sKUidO8 z@b)iN8V=myotv!h1x#H8+y*w;=CAQ_1Cni~eOHHn3d+;8)XXCzN0FJP`|-%E#*nA0 z;Y2s}`JRtugGh5dh-&<-%_8rGNDoe;xfK;3-Rbhihgwz|f*)uB z&$Ps1GzF+$nGDTSPe*ERLP^^oPbr5K^n>2zM&R69p!6l&Vly zv<~l%b%8qM6HBxM&K|PAz0|J=*=8(`EB+Ngj3ZF`8hjwlznTx`cAXq%^SL@+1Tbc^ zrh_E}_0xBBAQ1R0U%e%diIqYxkm{#I@!*+6{5Hun?adIZkW~< zSWXhdFwo2v3mNk;dhak$eS7Jj<+qTSn4H9D@DgzKoWI0l!dXZ(ay>sKhn5MiT#A3&g<@KTK%8dS^tKcNckxLVJUC7F@<&1lF&^piolJM?7oiLr5 zt~A}VUxYszIQK&{jEhRev1{(}a-MVLL4DNoO+jg?#yaB+@LcjE&a~7otUQ#R+}3Y- zt?Rksj9%UA9!xbQaHy;1N=SORJqGfUUVvQk{jQd*@nUO;c5?v|5nAXMTGBA!4x(&A z9i=l5ptL(B3MB-3K-Z+UyosUn=(dcJxa+8{_L|>rZoJ<4z>|Dl$<%S5pw61*wlP%e z+PjSSE3Rg**MnbyIgj*07L77&fzaQHq-Gt-fzTzhhq?JW=V`X0qhgUp)1d)&ob0#T zvbL2Y=>sdOMl%xDB)r5F%89(%0II7xvqB;Hz7U+klP3MU&TVd9h_Lkafe)+38OJyD zQ@NBp^0kchrc?`f^2gw7YcD-1pv;B^=8w_JQX0W1=if5Yv$fYlRk!Zi@3NQS=lHEz z>+o8^G9Uv`M%&^?hgezA>PzM}VT^!HQipAA;-^eYUx?(7Vq8hWVg#2dCI>qia=k4+T2d>dPWuja0s*daxOf zY%7I=hi{99pv6t~B~+|7R4N&Kb4xm_qm|DB@`y37M4egs4mB$?qZ+Fp^43osUC6$I z*Ra^G*Gkm(sc+)(V)c9rxdHPLKe`3$XD0X7&#r|5m6k^a)9X493v;hsbpAFAZ|^vI zTGushX7OR7_hwEMeqGc$#X;u%56&j1-f;2}tBy?>`iLxqUdy`xL)x>0$33D3B4u}n zxf&0F*+5*q)SahaO)bXgqS?&*2ch4FmupmHEa=W>z*q}s6ZE!zeQkSb(*a?r?t~)bC1%i2 zLRxJ*XYRMaEVkd`7XZD>H5%!*?jZn<;3QR;>Xs^bH|CPl+&9&?TJ2|;JEDoCUl6}k ze|JpsVn32yWvv^_;DqV++vP#kA__(^xWyZk z#AKw4VBeE%(~=rv!@?-h{!e#yXXkh`bx!=ezX>5JFv4n8qqfigHxU!f1JmhHQGohE z3Ln4cETeZJ@x%!F#ktS6Ab;(SQPQ^bom;lS%Vm|{slWWRlP-Hw#2R!(T_n#)$PP5@ zfHfSkwmv8#L+1(A6y#I2Y~ZZ5Qf9qC2QIk2=WgkLFeG|6A=Ez)%m2nm2P4Rl5z%jv zU{2L{JT&>@>E=m7%zMD47ZWf&5f8sIHvi>pTix}qz%xIAD*HSt%E-5uv!IL8AB|Yy zfWdP2B{BjfM+W?#jwg3#!-IkkG4iyFzRMlKS;?|4xA~ia;8p_T7+@SWk^HY(Ru%Oh zKXc!aVot$vSw(z}-06sjH_5UcYe6_xXUL{*-`%bHAER{vqW122>L<;K3FMkOu$k^R zoZ21GeFmr1&rTU>GGpR{^t-%$lk!{Y$V8OGIc0vmuVt?}QX-q$`G!AR3rLH?cUIX| z+mZ@vkb22sFqvv_q2mDKt`>XnGp{Oc-xqA&AZv-=q4-ZZF_6^p5hUl^8||=@$(4?r zlSZ!4nfP$~&G{9p%w%9bP_)HhL33yVuI%6Rlr44pX)YRRGN{ir7CET5i3!!25% zi#`i8vtHmI{EptR8AwAhcX?P=?8ANd4RBJSDHoIYYB6#6B=r9Kn|xo=%X2AdD}~cX zWAkOcum4E3hsATu=TU=y+@T9R3<96eB|SFMrfv&_Vmg~;NroYU{`Zl@g<44&kdGrV zbLORLVgxB3>Kk<45N}SJ-cGoKi$*uP3*<3K?G*8}u{sAxVI1c$c2G@=LHu5N&CbI< zs<;X>FIJ1Ed)D3e)JF|cx%g9XMLKMd@w*rp2i7)WXWH!`$!KEj>R;(wLdrc9m&w)Sc~~LF<+^}KfMY<&`O~a z_X90eeq(ECkwPK>%fmr7AIDu?e?gK7JH$>@OQr)egqaiHppb6pDZ8}bgh`5-p>EyV zGy{SGAx3C_TB6VcZdMFHald%o)Z?if+68rAFuN0xM$KNN4FxK9ywE#C(Sz<4g z+^iBDUSQWk1e9Tx0u^6LANeIEQWR(L5$IoyL^f#*w?LNWAZFnGwp@kb}7_T?A* z@FHvXIOl7++5KK@hyFyBU>zvkd~*F53xtA|AOsK#_Urfqf@#L8@MFd*e;)abUJZ=3 zd})huY3tt6_}kVA**==Y%$fQE#6x3pxc~ejl+56?lp2J|B4GRJ#;I~s9pIL1y6H-- z;Bq@HlOt3%|VMiASijyzEiu@G)xA zpQzyql&QJZK=@ct>P3ObhJfe_=UP^{Q;O3b(pguyz9RFlRt2T``s5coPe7>aelh=V z)cMMjGj9o)&WBp2UDfzi@Q&1kcuo;a_dTVHSLAXP?Reo@(oP zfUh{_h56L$ z74N&CGYC7Yudk{|!t-D1ej~}`-*dp?Ri;v`b(cZIv4Jn+6z0q^&6G2TxsHMb)5o7XKb2S*Q_Vl_ZNN>PA!h?8A8bPe9% zjb;~}oZEXU(%lYrxWI3^ZCm_bMQ-I1b?P9cMZy|Xvjc*+z?VXbpUa;tzy>PCc<*R% zKwPIWwfGI_J}wvDk1iToa(V0?P>0XqDudvCVuP>X0NdW1S@V3(jaE0&I9e@u! z_ykhAZC*G2E)CcqMqW?)^0iEl?upZ+gQFNX$OmnmBgD! z$r)j#cyS&;dJ*u;_Y;d{b9o+sqKh)}(ohO}P^OPbS)I4_?dlIGfykQhaq&o%GQIF> z>%aFeq-EDrW%JDYXea+qRu>;@LdYMD;7gAf>t{^^OFthH|{UtA<;6abn5ib z>4fM115JoJ@5g4{5e*n?=115-Yt+LQMn71Y*(=KRXksNitgP|3lArP`>*FUpp1Ggq z`W2k*ZvoX}Co#it&3(pjwDjCRQ56u{;$(DWd`BY#yAPMO2nRj^^qBVE(v^`4d`cjQYG;k+M_)?m=sRGrB0Y` zMXmhi<6VV5#`WlZ7~>rJyVGry%J>_U{i_0g@B^%fnQ5#91&khj%*FWhIC*F#X$Dpc z#-?N5D*R)LYEt~4}WU*&n9%tl&-c!8AGv7yLq{u~MTPpDKiSE!(Jl>1u z7BDGT-&H%kl19*3oS#+aYrLYGk~#vgCFSOy9#ppQ!<%3xbRsfokH|&|%l8|zq+Hqi+)O1#*m-tfHs*8kF@3OmG3jtQ7h=`r=}_UR_yOF=(Xz`u1&5M2!m zPu;}VGiFx;r2t4qQb5NyJI2r@!PoI-gvd?Bb}END9E&}~zzrBU$faSPz8syI!2IA?w*BJTdEFNqYJpwaQ~ zKO7m#`)~{6A(o6dX3`s&n8@d%XOlDm%XY(}pyGu~#0JUMY)S-1VC)S%%Ry%Hy7}0~ zSO3S9fqkx%0$3A^^Vs3UdKXyvE-R`?j%a5Q7ImldTI?;>O6|{!Xjn*#=W>5A_13FF zh;>K-0Jn~W zNI&gXIHCG!oNz98T^f0Cx#)jkzrOo^qxl8G|M)&F-eT!i#?S4#fnrH1l|9C5aPi2j z$6Q((bhsS@794(@GeQPTvi}L)vWrbt=?U60bzqaH2AY6fJz;8sw0wGTbCR29* z5(a+fmSZ|0N8sxFbCcXA@%{CwHfMbP<@(5{TfxgG9)y@+5I0*(g2gDbt!lA79lFrT zo)d?L#STYxrm~}D`ReEH+$5wE{?Q!=BD>v!={j=bRu4nmp#$pmbTl$|*OVCaghyT0 z@Tu6Dvn6df_-?Ock%EXxT{PX^TUmL!V^wSAy=F)6YeP7&jAZY7;i{#n*pB3Oo{q%- zw>r08H6>(UR%V?&O)iJVGZ7KnvcE1lj?y>zyFw7o1IZoguvioCBggz_jSqp5PIX@8 z2%Vu@Edy4phF?uq{XPVQb19779W;wgFDYa1?AUnGx6XnV2NlONv1u&EqO`S8BE!bx zD~g@gszzq0h>|<${#7c)CuSFlySBlMDcJP3`aF-n5a(GE7TD#Af>@&lm;@8x(kM@g z23)H)jSo(V`XUA&ojM2|!j;UtN7TTr=Rep@`{|Cdy%r18T4+qGc@gt&_9P)LPG5|$ zxp?#bk~%ssJxTIZLo8F7rOnk<7y{I9I|}Ae6bCkTF6JtXFI>Oi>b#sWAm#_=iGLgV z1p6<6FoIHXuaV^OBnN$cgA|+yAjyk+?<7At|2uhXUHK}ZMj?JKb3Q=Z(Q|K=fTyTa3 zezVSZ^gfgnto(okd4P=Z%puo5&Pr*TX;$FW8}nSTJ8J=36Z0#Me05gd0`6Swftf!$ z`1U#gQPP(E&z>$ey)lksV%&d) zgI(^i524h{LT5bbE*VOPCmtiY)Et9;Pu64>MPSMC6uL9lTz|%1v=vjkdH=pe>eGeL3=ti4a`9+&ezF%D~Ijyv0SMd?D zrb?e#nn#~08#Zx*jtI?!rrFr$q*4_)*mC{tCvWNt4~QTjBBD&ZZ>F%_L847>aIN{v zM==p*qAaN^Unp`BVO_bRN=uvCu)dwbpO>;BU7qN*fAo+@#3nm*FYyHwVzTb8s>d8ooe2^A6#tiaEgmodGpuV+dm?BHCC+y zs)pt-y_PdCYe--fiPH;7S~RV7g;XgArpUz>7<6z|BsoSxI788K_zt8{al|Zuk4>RL zwA8=>c|)CngxTnGSgItNnmHiA1-Qe7VQFWGFWV_;$lZRmsAfUS>hGIOO+V zU|bcsJJe%HASdp1_gN&-%tYoR!G6(^;xFEAmH$L`sG>sO{TUV94m@$aOL~nrm5-IB z1SqlCyPh@!oqcG=CB>sT%oSObUIEW30qCqfGMICF!~SsTzn8u%Ka$;C{KdYOfe`cw z+4)&Uf5c<%q0|2T4f82wbova{^>^hAYxCpBT#A;-HP8R8n7x`25FVsiA z$8LTX`OZ|ZeFvzzvZ=&*?RU+V=+x~8j0;p%%Z**yZtuCgLln2KE39YHU0fFl)aSRw z4x-Ksk<$sGFU}q4e=3r7ba1sxfBify42Lx^0|Xud9$k^m-?t2k1Ml3lbg`rjms0;7 zQuR5fZf~T$LZx&5aLMo65eHlnl@!_r%zUbYdkK~~y&3e6=WZ(-(Sb!QwBaWJ(m*ao z*M&*;=#co~8=Vu7N{9ZHyFX2lwK1RDgFp=BgR=87GwdL4@rXPOD9ml5?C|)+lI6N@ z%suicU-}K!qja=p(BE4s*z&vET!oh;y%8V@2d#dA@)JtZ)1I{(>;{k!b2LVLh-=TP zkk?|HBL!r9^hWUW;qv$?ePYOQGS9e#<;7o{%FlY8T*>U0EAwPmG3;$oo;G#)lOu@- zZM7#2*h_Xj!xe~2JX4saYs+{EX|>N0imr9WJN?4YFdXEQelgqjWOzmAkCt`!p6sKf zyjaug&_a!dhT-SNufY<#3z6+Pd7krxisB(rEPklpdQAtcgOF8j6`_%YdG3HwgU1QA-6!bDDQVeF z2%ZhYg7ecm^>; zz=T`BFDlr7@dky((l+nE?ymt}Sjq;41G=^r?7_3>*Z8z-tO&&KWNM}^#DbwiZT+Rs zexU#F%3E1Q~Am|_+eqfwO= z{ifq1H8VA}I0Jn^4@>}_HoiImE(QxOaTgqSF4G2S-@=S4MoMqFsa@olxkQPaSaQmT z#X;H;-?+wZ-z3=0vO$x`W@TWQs&7ViHKpxJP?Q(?(}Wx8U^VAZ86C>3jt=h?pk)Wz zQx0*-O$y~95fULv$uPM22o&fGYz)KX$oP%{@t_|0pR{#?qT%w&K#>D8+S5x0y6~w_ zrug}bYs~g6RqF1a3McJ!xE3vo3&|E5lvMkWGCCE*%VLGCP9n(8FDQI03!21JO|=~N z7`U`4(Q~2U^^N8}cUMeA+Gm(=s@avlLDvnz0~qwC~TskVesvK1i(g>(a0{3-~=U5fsaw&Sg zwrJ#nBJHOdQ$2m{2D||+08;n^Ot{S3p3W6RY)lDxIae=7<)ZL+f(8#p$Z>3i@xA7< z|03!=lmHq8L={)o2T8+20*T)){YW9-em>~L5{HI0OM_X3(m`XH!;vLBu%Hr!UJl3N z!MK4l+!j6>l84twBW5PZ)@Xeve}=&#Mb>yN8TbevFqswuYnD!+A+`P+CzOz@RXy^; zQDa?S^aE=a&SIa} zCP;@~d_Y+XIHnmC*w>#UB*yit{q2MiOe#ZB70750;}KBAA1eQ01Jl&xwGIp-v(&10 z#lT#~J!TyAj}F(zZ)`mXA|iIJD7Qm!a_v8pziLpRz3Tt_Mv{TU@P5c|rMwsUw&UG* zkNUNKOH&N%Lmk*p+(kAc21b=KmZV8cps9Mz$jp35@-}Iq(TfaKE5f&sa>HVXa?f91 z9xmGLRjVCyZExlwA>m|f9A@p&&Y$x8D1pSH#-rl2&I_K8B5|a$bA3ltE_wR@F z7*^=nbxXBSOngH53wtr~Cx*qMsTUF4x=DlW1dPB{#Z(%;;c)S~t%>f44C%a&Bkp#b z8{vj+ra5!M&{C&CTaF)UtpSbAG?oRYJr|MZ9xkjJ#YnMfxRBvux+@?C=SIObuJLKS z$nv#A#v%shJ@bSdu8RAUgR|zxE%W~tDZBh-v-gWL9qu9_; zmGZ;r=dy_Y}x$AFE6)!4~L<_78gW6nTV?{dj-!g5kmP zHRUB21V{t6AO&-Rw;utf#p`m#~eMg;ZMxjaeYLq`(- z;@SEk8VD2!;um;hf;==ndPa2?O@VN4hv;q7p64m&utYR}l)5$I>` zVPme16&Wn}({8~;j7%VDB4{2DZslm~as>-Z_g9sin<20^z_kgblRm@tJ`49IEGp!g zHI#EgRhPplbc;J)?qpa0c0r6V{g(UnbjA%akRlaDHv~3RGXB4Fs$-QxH0wZU5Qiw7 z{6H93OtkhI5(fB&w!B^jGAqM0=N+eE|+?3EQm#!s23i#~-y0{%Yiu_M!G((ZV((UI~io3;szOK7$qm&TbCC;E5 zY=gP-$1O4<>+rgEr`ZuU$$*m4%z$UrX>;s4qeXT#icUok2q^^f{eg?IxqhN}lWDec z9v-rMMB`sgjRd`r-yx6}BkVwKQ#WLeaGGZfP@Y!Y-0v{y-bDz>#elV%cS5k<+2?c2 zJZ{|Mm!R@u>Tfsr`dlHV`-nG2plo4c-KBbKHHgnzI6{ESz%k97$VPF*&-pw<3l`yR zdH8Imf#Meq`1U9N*A3}261lGveDP@e!!5&H=qEHMBzDi?yV{gl8zlS~^%A8rN8Ku& zD#jdMT!>3x=NXD0Ch}g?3LSOrS>yaqL03yhzxKMtS~5cStSf%Vji)Y^vd;iwekpe{ z3b6s@(#PxBlq~3gELE{J6x|=@=RT-AWsoN$=k7*!6*}yHHAIA1um;toW6I4hJ`OnG zrY%MSNc)OESA^glIm_GR27>;+&f<8o0ae zta0kqB3iWbg$d)n#c2TFgVD{YrFotd+j!O-^J=+xD?Q{xV0@BTZ9({Wb@;0dE6VJ%BbHJW@VGyfM_M z@6ct(7`;5W0pA9n8XCHP-X)VzM9EE+7_m_iEtOf_HK;!n&1fZ9q%5vl250Ff;%hw5 zAHs-v|E9Ax09=PJbc581~zR%?-IFKYAa#y%T#W+vim4(GP)QmrjM@qf7LIma;titZpzeIB<3a$)G*<| zHv-4Bcc=3cf{&s0dgEHynx9tjdYp`BKVMzPTmAl3y9#axb#6bp?yrEOCWraF*ZqF@ z@;(v!s|e&itwtAE5!e;FM3s4stl1r%h}=nROh=cn8j#`q_0>v-Z{$0;ky2-LbYir8#K z*Lc3lr!j?y?&|P>-D4Un>qU}0}P5Om&LqK5`6f^U&VKR zz2B|&1RbP?e znAvFwA$KwqI56$9n~(y61j$S|DL;g)}q41&t){0le&w&#N#9lH<^ z`Tj|D12La9d&}t@dO^%n`&o17M4kI57@czJIngIZ&*wN3^XWa8zCtEVV%{B$PI^C# zfb~U-G_}hJTwXl5pg4&@Ot}7vasmnob7u-kLKsZFnA?~{)H{?Y~(x9|4sCFoY$qJ z;OHCW$WS}vd#;Y)(MZV_wt+E=M1NR4f0qANQ@;j< zi*4DuylyD)-O^o>A?ztIIlNR&@O5>6#FFnoRW;G~w7Gdqh&f_n`U(e)$m7%~Q@?Y> zd~){bvjcfV{ha5nv)`0UymJdgL>|zH_>CUa601O<+4QmFCIbYrgy#3v5q@M--22JB z5&_jTfqTBT>)*dp`i$uU(f9hwDFf!(DCE^eZGK18yZ(nCKJ6p?7O2_nJ!t{^e)92v4*KfLD}Aj69XicVsNL|&R4x69d&z*V;4iud+J9j|VA zCP>IvSgRO{3ySJ1ysGrp(?Z(K^Xgam+ zM>rXRqqgn|iXj7ytyNecm<+bkrUo*mWDveJ?zN{|8rUOCEsx4bL(H>@m)GQ^Ks!w- zw&aK;_{47$8L%b6x2&28)>o1s^O~ogXHE)2c>}yKX=xxa2+BsdOT&kTd|3xIX_($J zH!u_>1-75mBHKSmLXLW#r@4kC@rp0K)iNys8;&Y;G7O1Brja&NH>U(Vzo|LQV?}~J z4Fksx{UAZi6ff5WMM>Bu)^j1Cp9B{S8>w#AB*3n3WJPTyAVIE2MuFZZ7x6$L(nu)9JIqA)-;bUqj& z0=4s*YR1=vVVYKRzW<;Q81lZjX}M1j99E2&#p4A)IqK)9yIO*#c&<15*U zjtRo+%6Ox?CIM)dVow|86@W>)ymrlBKF|_8eEeJ=FGS@=gg^A-ftZ;*i|7bWNC~|m zS9G5X61Ps=C>7%d>kMwU#mihU@kzB}X9y?E-?Ca9+RXt^w=~U1$*{qb@!}Z{ZU;&7m#*q zSoG2Yb7EiLP#mD;pAFLs^88KXu9{WUw;!S@N(6kY_%lRfa5v1&o$IHSQ{Me|khh0c z@lUAwOH%{w^|{x^2A{)e(RR{Z8^s&xwO%zjqC9={%Im#*Go0G!AGRy=IwGIx^n2;% zZW*<7kIowR7t)RNk-9L^p8QriYsT?6D!RS&(Rbt3J^Kgf!Dc&aIc}W(e(Ga+9X3vPIo+W(h>y`7+T(;u)c(+~x}Gnr z;F_dw+wB@4A~Z#p(LK}uI&OyEXZ*$0;K*NkXRRvhA;$%}dOi2iZ+1)c{Nx9vvh089 zqwKDg3s+|7k8>MJ2NkF3bA?~)jP6g-^P(ZwoTsSmKKg@Y(HbG&6PR&vJ%;_{pPv$l@WR~xvOD%sp zeYU8J9(4YrOI>6e{YO+1i<4i=+TQ0zr@@9z9rRLD$+Kl>FMZtpiV&k(FI{%R_`pTG^*}!o1X8nq}T&Ze61vv=JmStX8Opwy!z; zPhxF5?Uw*I7oT1mE!*$Gkp^g@H8^gUMecm3iK*OnAoUHZZ2NX;c5UBTH{Fu{Vuq%U8|~V= zXNEQXOfoquH^TZ{27|0;P>AwYRj~*RW{XeGzQ3Pc(_ol!w4f^ zcr8-rInaXsVT6$KPmEGl3~=)it@23? zGcX9p_2h5d1U;!-JSq2B;hmFLS*s%(aE(?MS@E+&BIAxb*(b7wTTnnI@E;*zT*a;P3{VRnz=zh8JR!r!2{!s zW|qTDJaA9U%XsfJH?&qSy9}6f!(q{c#3NIjFd%Y-ly;I68V?A&eQx7{sLTy99}e(= z!M%h-{oQ;J+pwWdOpzbH@`?C6lK4U7+2^~~TKr&Kerh_tkPjXV=C+lF@j=HS{-H;A zcww*5{U4=fyx^Y8sAqDH52)mZQ0rwv?pxTOqyzz|v|ef};1GngLT=aSH-g}If_8Oq zhai|L?oAF(5&-sese)hGMEzaq^za_#2U62%j)GKvc;@L4I+P&*+04)0oa+<>n~~7* zMo%HQfB2bp7N;;+RK}?msS1OY)<@fnpF$uj{#gU~g<&c+*S-CQ5ct>Yvz!+d0#}xl zH<>R4p=$EccPl?(NV#t@LX8rEEjjl24E-p!ufj^dEZbdaQ+AqL44w>&=H7KP$Pld+PwBG4`QeqX=8 zD73nNW%({I4h|;N@7Fmb;PwUi(%3c$aLcDz-XZ#G?fkX{yQTGW@0Z{ErzgdsgGHp5+wbrl^+f!f!7ZE zj2bo)Y@SC4x4o8tCyihB=qO1*V@IkkHugxzw+VWh&VhZ zQ5CzcO29*5r&khP67cAR%#!6Z37B-+u2d~70SCkdy4bIX!@+cJ^4yRZRHS{|#b_i3 zvKH+~b)+a*=kY8*sS|@yBjDj)6o*Ub!Oh`55+J53KqB3f0H3AjyvW%iCN6 zZke>F_dgbgQ@o6<_7dX2hc5<|{}ly&pTHfZA4OsM<>wkH9Lh%gIDf&}|anW)QE zl3=`>D^(65gO61&#lV($|Hy7S`aGTtyH-+F^b5$Kca%jhB#aE4lp21m^JM5xd!4J{ zK!)Q*6gB1TWXLOf{3@}F3@lRI)<#0ayWfVg`{^t#}=mU0XwntOwI}$${&$9ZvSOa=;W6m;>TLzea1@`tGlYw~uoTKT2vLMw+_6@O>g=|Cb%@ez2*UshqD{tVb zGH{h!Ptsze3?RJU-+?O?9=M0eTivCs{a+9Znlt`R6tJxni9Oj(ffY@+=&e;0_|FsF zpK*@@F5`lyvotAiaVdLm_ho$TcfHl$-PC9!HRZ%R>G++OTZ5AkIPsrFjdu$IRGT*w zO~iZ2%7fz@DV2CH+3d|W4=3JhWt-m)>?GcEGx5IoZv@pbVYpXZ$Cd_L!#=RF*&e1%Sx0Q}Zd*RTCxLU4dQ#gCl@ z^jr-cT@?v%B#`;9ME=8V;yDu&E)o!c_IA{BO2CDDX|2fpELd>kVQ)Xrgwhv#7XSzH9kY6gFNQAb@Vt5w48nfYh_WvQ$5&bTeBD>&v*sQE{noSiq#p`Q87TNhjv)K zqe5cQl0elG4GcA0INLPoFlJRw=&+_kZUODc7a=-q9Ef@S!G;Fm%C4r(I2u%iFW=g| ziwfb}9hy%Cia~z=>))}lqHveu7OT5W42(t^w7Z+BAU;$WjBldBqsSBXEoyXNCZDD{ zCet9dg$;SGPKT5|3akA2G!V+Ey-qnw1J>4kc^|8(FiTW#Xi=d;f7g_-#d^H_TOs@g z>+u&^wWQ(zI`c~9jLIeEQ;@;3dR1gjJ@=+Y6fqGDTf@TvPmP-i6j=l^SbLdVk ziDQ7zQ+4yHVg|Ty6sSE_V!$00#26nzhf(L8TEmg`JXS^Ct)bCiTUJt1yY4<2 zcNc>sss9QT``7a-UZyZmO@r<2Babslbg1b+e(91C9lphn{MMRW->0NI`&|5J@a$~w z_R}mHsMP9MUZ7DyIW94XvQG@|D9hg8zE>2Ii??Y`ZWn{10+o|r=v25yncmZoK?S43 zmpZH4sZcx6=yhR?3N?1t&c08nko@5@R?MKnBq3$~&$^#VRi;vGlqk&7qTOpAh`_iv zzkiR1D16)!lo5Pe3^?*xt~*-AV87X!BKdXHN1p0At>-z2pnUY|v?%mHvg^0f7lo?& z+RF0XBGCO^RQ1V03WReK+TQArA?)tU@Zbe9q#8@7{MSr@$^c`^pu7kS`QLX`nxcTv z{xfd6Unme)_gdG5|ql~z4U$yf!p+tvhe~zXn)=t`{tz} zbkmRf-|!WJD=HnEo<|Bn?A6aNkLwD-+}LZC2d#oo`_*hGQArRsN;UWm4)Q_Xq_}|K zQ(g$2%jA#HM?CT$9r3M<&Ym8s_f*jywzOw!p5vK(v+Y25n{= zQAg7^65Wqy9@^#YoyE}5`-#|k=m#ydtoW*Ln-cyf>9_a!u8A|_{KW(oD! zn)qwuuVs`#G?Dp`vx1h_7mE^%*)R`opPvu!uw&gbR|Fcza2Th4JMW?m2bKet&ub?* zu{<_AO7sCvOz-6QY;p%4+w{$J>Fg2?6YIyH_xz2+d_LWO=zIo`Mc|zu3#)Ko)#RD@ z;yMnjmT=ke9+`l(Dz0drrxUS#gSX7M8;IDJ*Oz2ggbCQLIxop=9S)3F@>a%^VLTRo zz~+}U6OXO&2>9ms;IV?7hj%O!@t8pOiz|0)I55;TGhb|-XEE7eFKR`^mTo(2p9tl` zY&3=%$8?DpORwMCB!m;A91@ZG`j`V_J)9gY>*Byf0&a@Q!Sj73g1eIc^$??@1Bi!C>X zdEi@pxw$c|yqDuPGDIvWD*bX>J15ptYjuKukpsg<`wpoh9GG~JK1Z1VCuWgwQ>_0s z2gWa~POEU>#6}voZP|H)6EkP7ev#!QU{l`S!}j`k>~bXSSpNnbR-t*A##ms-+?<*+ zXJy&3YyPQf`ax`%&gN-x5py;y!M@uFRNRk|{g3+a4X^3CCf@&n+1@*H%%= zJ6B~B{_c)%iK0TrSc+LMZ>(7@nddmMd-(NC|JdP+xrqu0WeiwN#LsEnTY zRPAUdD)3{#;K_!bznE@pjmy;fjlP!aO>nXqLMsph`!vZ>^bLWp)F!V74QeYu+dfsH z@_OPw%vuZ4_|X#A0pn*#=3CK=S&v>KezghXH&^eYS7!TXjLsCIljiop$n+=l+*9Y$ z*4}E=QC58Jl4L8oH%GGbKI<8(Ya4a0esdiX$<-Jcq2GjrjPJ^Muik=^ES zDOxm6e5$sq9_<|qGxPYBfb7w5`6zn23R!iOH2;0#pWpxE|LtG4t(si)`iNB2?_k+z zyhLzJr!yI*x#)WhT+!=q7^<>;mDW|5kA8L;tvsz+h4{m-3kT|dBAal>I-A~hAv096 zd%nvrM3S&qe&~E3GR;bVFVotMh@SrFm-wd>5eiOF|H1nc(f?ULF0ro}F>m%SHW=$g z;>+IEzu7#B)C9Cwu4+so8OOFC_pq8mPS2+n*7Z#xo&qyd3%e$fx%+~f1H~r(jyK54 ze8i9$L>?JjTqCp&{^cFyiHW=*GLKAN4#rivEg(Nzjy4wUTSP!((^a{o1!UXtpZ`5- zn@6Y>#LKm;IYdFnI^CgS2JtVhu^la+MC|d8w#d6qAmek}ox(F`5wBOHW1Hlc5Xp!A zi`u(akkyIKOBdr;|Kfpsp{YcJWdvO?STHJEM1%*98)B2Q$W;<2;cZUUYp$`!uV{xGdY?F z=BuWA(`*P3rzDW>aElY_|KP1GS)5R{v?_xWAcDZey$`pJ@IZxum~=_Y2Kd8_Rn%_b zgBbFx&(?eVP$%1*S$lvV@{-PV7=Gk~pFE#Dluh}dT^XyZy$`{cm`IA&uC7 zoacqk&{MC|JO#isTb+$NSP0fO@OO9S3jtS^5F_^l32evwWZDu*;CrvjJ<*8-dHfnf zeySwcxcubKN~;jCdB&}FZV`gityG0=i9!(BNO*2HN`jpldO@~3$>5!>U^wr(`%8XxDXFQnSKf9vyXj*g+T$4_GWmm62fjob2*^5D6}OXo}H)2!qV0 zh!7Du3J88O%C8ThK-r`3CSQR9@t2!QIov3qTpu>~b^SdP^RaOF!G1ENt3Ka^qzHqY zM8h@n6%v?ilO`Cd3WI)}K|fzI8Hhh`L}Z6jAmvb1{)=)7SVZRxeEmcLy#|lW4kZd` z>KjF!k0L{a>}d2;A{o9hbX>g-3j>}&d(QGCLA0{fnnAx1NGsnG+TkY*cMp@f(Dk_5 zJN7evx06AWgO1PDq5v&z<6GX}>+dGsuB}mVWGLRGz9CS63(-z#Kb@M1m+m1OvID$KUwFa;hnv+eH4P@oUSKWSVg zLsxqFkLdMx*-zIMmpylcVdd7f8f=jS4-~!Q#+%6CRQNsF)l&o-PG0>^Ul4&g=8lVZ z*6W4$Rat4fokihPgThynA`!5*_o@5!MFi|(wavr0Mc|~K|MF&U3cQ#;T+;cG@|Q=C zXZ&=T6@yQ~nSNnMsW6dn*i(Io3Y+(ZuC{!m!T|f!^q3qK8kSR#_+l|oHW}w^G8O}Q zpD1opX#NhtB#i2X-R1hl=RKXk4 zfj#!L{^fc)^oZPV&K#fv&N=%(#r3+I|U`r;HTnj$6 zm&63yx39Rr8H>Z|VW$$#Zw#=u%I)eC69*bG_sXd;CYY!ntY>gbfKxu7<*Tz2z*p5| zC-Fi8rV8_{Kfjg$omaK;UxFkcmuFwM6o^+fG1RK1VEkokeMy!S9Mu~yJaS74>{CW*`iG<- zZnGjQmsbjAP%(b(7AXi1-{fvqAq|OE1i$MiWkBfBN{kt=EI7ZUCY(7S3wc7v_7S$r z!goIJBX9L&LGa?{5_f%Buno;IR1}bfv;xMTz)Bg&(+cXzPL+X+{$cnl>as8!?|;WL zKn`3^EzF$umIvF51!NMN0!&w=oILBS01}ZY`06l*6BF{|)I8swxUVc^q_@86i zzP1W5`rB={g02F5-5pX_+b$1h*%Kt5lN2EI<8<$sq#_(m?)zoVPy)o_`2O%{C78~B zCM7VU1iY`M8@Q#Fp~|YqtxZ`OHpFCm3oa``%nRCUt|TQmc8$38m5vf@v(Is*b}ItC zV%hQIj1r{aHn}M`D}(E~(j0vu6%fv<7*8uufmd3sqRCfPK#``cUYwu;xnX75i7qOj zRpG$qG^)IAXN+n4DZ}Bre^G;t?q;sd zN7TSCZLjo=dR2HFsIgoVs0v8Pf^RyzD)_#;yL3-d1?uOm`Ski!pfjE~yogN=Y+JwY zHgi^ktQ}H0=6C<$H&SxU*S%^G-e$qtA+_%J_cj;&Q&sT4c1>F4jS4)e-~M{vkTS&2 zCD-=Hs=zgwch`ynRAF#Ut>BoV8eBBMHCF1XL9#|wqN|D;m~H;=_?2E&5cC(5Oh2Lu zRr@crDEw4`w{^+KCiPTc<;RVC1u4p)RUCJt+W(rm8^Rrp ze%hk|q!#v+Xq*DPe3$ld29t+2-2ClTC3$Gf_SBetCI{S7N*ZCja&UlbvCGw87RDOv zmqyEEz!!P#YEP4e4I9&l5;d~GQx%*pJN6ItAF~~HY?Fn{H7CzjpOgin;?0+gH5m|n zCgj-bF9U14B@-H_rNMZsmsE(EG_*}*`)jmGL0eYpvZo6-T;#v-m%J zbpHMil7QyS*Et1^EO_<6I`OSM3-+Bpm|^0{gdF2jOOCnXuw!s0c43YI z8;kl^pJ_6|v)E|Z*?|Sw2R27$C9q(TR=CMy9WRC8ae*N$;AKWKdSqE}^+j<*T?!Na zbR?dy=og1h{zR`^=Hd`w&?x6_&HxsfY3$l44!L{XEp&NVU~O1bX_(A{-a0m|{PlcL z2VE{RMJ3?d2GRwy^>qe^iQ>K3S>QJjvnOJGens0>*GgK%;mX|Qx#2+uRKF66TXko^ zhnQN$PXs1xdjEWrni31Ro`<$1$Fe}==D6>n4i>1l-CflF!~(l(5`AUvEVvM4)NDP^ zg#A70vjdq-@Y`J`?3OJKF8gJUn+-6aS4b#pY@PuJQ;n)6b}(UFaZf8=h6UbM4&7f3 zSrA682@MNoLCI9crP5;N-*LFfy2gud#KE`LSd`ep0G^!2gKS-Nu%&mfO`oMh?8oP? zbni02NiWj6JxCn3%-=V2S-*!Xx(oT@ImO}0^K-{I?la){z#MsLkPeOWS4}@s=pfDa zp%&GkfvtgZzJm%Cvfbm3@x@Z1QdlsBCy546|Kn2ioTEW;Y1?(;E;?kr*>k3wiw;)y zwEyfp*85NGzh@Osg`vuWFYI`!V8RiVYosU!I`5ZHqhwK#-Z%71(nu6^!yiZq*onc> z615rWMKQ3M4NDnr5d${g&t}UhVjyO$b)>9I6#67h?(NeR1xpi4Mx%oWB)9}DO5LJB z6C*(Wiq@x?swl(l>!EHgEgiNWH5Aa7c6ig zgPl*WutAY9bbZx%W)npM)3QAU^I<}8jdC(^L#QC+1zFqr2Ju7Zrt4`8GXXHaq%pk} zF9?li%}Nw<1Ykr*o*CZFLv?5@uPS0+vd3-<6Yj7I3WV$el6X*O}u8bmI9SU_b?0b(2l|en{LY2dkB*I1?<{i~ zLr?q2FuP`_QSRD&#M*8i&DpmUb!l-1y~JZB-K{r+#(EEYo!UN!x|eL&DcU@bLZEZE zqUa)8;B=|%UhXog9qBXiU~~;tE3r^AJ@QY-%bYm9rN|AB`Q&ekU0*kL-%`nHFq|DL zE1V18nEwweMsx27Ji}p{j~kf-;drc!@u0QzDF?=G*!#%f)Y0HUO`G2wPTjRt+Z`_tIY2n0r-(OTRTg78eQa(MQ z#yG6Wn0QWbo*nDI`O;}$EjzZ8IF@tUlpWLMM{hW#vSWIso3@Qf;IQ=;en+9~GJDypgDK>fkKf;#`&;2&YJf>N!6yp+E!qt2mMQZBQv zq7lgpySJ#UqK`k8`E@*9LwOqm{UV>Op5EOHVh7`1w0KRS3mduJ<5)8&>t-RFd+iLmW#g+x+osvSe18>PSL=^c zsBG=fPkxJ0G-XS{nc2i))OAa&?&sk3@2R5sbiu}cw4vqnqa6>2&_U&P+4iCl)ajm1 z>S4hN)FYq1X_`8TcHbTN{Nu}d+{-VeN_k=mG}o&rW!P^lG4TBL3X@_(!;I5$PKaYasrkp=VLA5hlelGf7fBJ|)|M}c-(9a8(;ZcoAHPNYWDmOt6-7oxSR;OY~#-$@b_B z>oh{7ezx_fokm0y{B~3g%=~RD$CF;{#HNvwGur1%5~h&84esWI1LMevZ+or;oSs64 zrUXbCezV9S%@^N&Z_FdR9Zj|fP0b_hk40bCHP8Lk!Dy-$hwG=O|MLDnzrar!XU#9q zAUe~3;;w4_LEh?osbf=HL~N6N4BI@H|LR2$@exPWxE;|JhMMGx$Hm$&4HCs;cY~SzU3eKUWx#A`91SH^Ee@nTJrERjvKsM zj-EcdX#*5iR^O_VLYr&c@(2tbibB$FUC`APoG93jYEl~X^eCj{1CD_76C3I4T5 z-A_Y@K9C@y{BfJnE@80JO0YlwR(QQ`Q-~Uw6b7z66QB93h2id*aHr=M!a&_ycj!+k z2~1YK=|PI zh73sq3H(Qb$na>x$p_myg`v=NZKtu4F!ZrTB4dL{pf5@<_RbStulHrvqSo(!qeW3s z-3SVdyg~HV3MkN#^0evq2@0%!$ID1FD6oJMuP+`a!&2xs?(_GA;g|ZoaK>{I1Z=sB zDm)g3I~5!1-jFG9pC_}0>&!o0X|Q)^S4gMGU%lyn00030|72KsG?ib}Hl@tD<~t8E zyH|rE>V1+>QiLXCsE`t&q@+1YgEBWrDh-q*O5&~r>cH&xi3_SI3wy{8ew84r~(#Z5?b*AgW-J+XF53{ZrR&^5i)e-yE! zMyuW?M;Sk@s>)j5soX%_; zbiP^k<3th}4OhIBItVg+m1-Z)eW8X!XKo*!qpAkI+t=T6WYw@S$SrTZDH-4S+&#u; zDF|G+KIMf36~jmGlvr9&(VK}AMkQ2?9(tGlvz>w-w=ka+UkYs0$A%AhP!Q1T7I1J_ z;J@0-@{kc3Hh+w7HW*UT^5MIC{!JSC(-U;MP3Ty7cz3|fdOE~*24Cr3M28Wl;`-7` z8feB#Qmod|uw{6Qv%^^`3Z65A>WV0+Zs~ldsZ2w3^W))>yL5!j>J8COWkB}(JaV=+ z6GpF9Zb+Ij@m1vgf)Oqgu^qDE*YX&kP%_`yEMegBgLo^^>vUw!xZL}xnTFDbB8Se2 zF_63yVG-dZgsVLWQNl+#AX)h=|Y~WPUT@oH!WZEz8C}(M7B6ud=bndbOK- z9~+za=-)`=V5De8T@sxG3sEEU+PNIGzAM`rSILH%nW9Os9~(nEys9ZAfnVbSMfy!P zf^OLyn-{}DesGvXH%lFn=~oWU^;3uS^7+%}-%!WREj=D8S?Z`9);UB(sAKvo3-yI3 z)GeerD{b%-t5Gmk&U!9d}a`_NAMt4h)~?Mv-R!3UPJ-9+<#igM$ocKD zWozP=`ol}Ui#2f~&Nu0@nI=vvURB+ytBLu{WnTzIP0XFO!YJ*dCWMv?lREiY$k;IQ zBY3wqBzrm0F5k2v^RR(&g{OmX`rSo)mgpcpP?T1ttApqt1-=}T4pgN?50CS;aVWWY z8u`06rs~ZK71Pkgy>+Lo-06Ba%_3QZ#^~YCsJU0d7d<@p(!0sJs*mEL#L;ZJKALX% zEc*CO57)c)Mta`X15@txpEOrJ7%i6m+t{It!nwQZFYedFJF}N7R5SFkF8FQG!(1+G za?gA|zkr9v!!tkS8S-%WiGAI7M;^A+51q*V!-ZyN>9_rvTnvPXYyaNJh4jM2Y>!TT zq?z_8taH#u=~es4k902HOa7X7+n9&i9YWeRX*_tCnLKHu8z87nqHngk0gQU$>aI}? z(DymQUaX7fQyBFX@CL|u%)TVxyX=N%bpt%$ z!<&~$yLq7Gja>HE77oXy#PUHx2aa`?n*@i{>CFy`?KVZ%;sX# z16K!w6nz+_8g*Eu>qBj(-Q0@LTy&pfEgX*GVN=rEudeR|adchW@$Lf;MnM-Be!tH{ z(ZM9$T^2kDE%?Lf;d3D@l;8N*i3|RT1d+f(ecW3v)5`DBM<6pPZLhc>&*O(OHy-Ap z)Z!Xh{Q_@-|NrxlPD_8>sL#cc_pu_2j_O0n;p`@h-TKH%$*;;h!9|{xRF1g~??1Rg z*OoQCd@_zBQlYSR!RMCu? z|Fu7M>v&vnm>zt>-z6;3)x(TN?pt3qUBvy~O6kKplcb(*q#j0VMQ`!Oba8nzsm&`=7h%)xHigyc;AwoN%q>G5Se*JO zW%EU6LZ5TEGGFt9E@a-$e14}>7Z*lo?K5j8?XxbL&wnGN3%^;LPD^^~z<>A3v)npu zjNVzd=BSM}e#+Axb`NMH)Rrhe`(`lf_D2kLL0r$#uWOG2+pVV+qJuev_J|i@7w94i9~7f zMU-+4xW{dLwMbf;14$VY+1xXVX2D4)7NaYtGDkwZOg`$god*-+gP|}DK}$0ngxkwiA0AHCU(s? z_7oLnVeo!|+{il?_BcdUscmB8xuosO-@$Cmk31i3c9K2ueSu`}+{1LXp#K`WzaozX z9nnF~vRy3Hj^t}}3b9brTx{j&!NT($caB8}?(g=DO{e=0uyN{=jZJtG8#PwLW6{DK z;KKYhFN)ZpUH=ie%$9q8sH91?JO>Vjo1N^Rvhj4KYIy4&HpGg}LR?sEEGaV>CU*$< zS6kVx-@$;Q^jULhfzZDbDa z#XS1v_Js|7eqvC)AdiO5eJZz|*eK5C`s`F@gE9PbwEh7L;fup^bnIDRoJuRI3uZye z>g}(ChJt(*oxNY3$HsQssdnV49GFBleb>kAQe96#RQ?e&ubovuFlt_K|Ks4|u{(&r#!M_Ov_ zJvP2{XURz|6s*ggltFF<3(oG6oT2@KefgRx6eh^m&WFpN^HbSyE0Yt~7xZEFHWCT% z4FeyUcV>7NFtCko;>?v{B7eKV z)RiL)%&+iu+p?Jf>A@FtkvckR#LY9yMg{%*{-6N2*)*8Mhx~ozM8&M|TU)}HbI}gvdotGK7bCZXp6aCPiUxH;aQ$5PD9c7 zoBBukRGb?Y8CQ^{z`}a@ogPODsCurwg|DetX&vQ!U6KyPC8&>(qJw$K$t#LZ$08%& zd9NqcW@-LBYyp z9R1V9z&@HV5^i|?Td4ZR8<8chWac8f`CDpYXG z)iHE2OBJuhycN1>s&M`JQeFI_3QC!O1`pV&U~rC%Gh132k;7M$_FPxQk{2eenGp*3 z9_T9f>Z$@#bZYuGEl@;r<+pvig%lBd-!j89MFI7WZ&)`Tk)Y7Z(~Q0-kLdw%+G?iL zp?f~Sv87E02`t@fTLPt^(e$T=;wcT?1wE1D9y0jjDAIVuOd2&rp_*m3B*?C*Z85K= zVVXE&<=Y$L=v?ocs-7l>5H-V-_v}Q_`#sg@-i&cVJ77at+wd4ML;bDFjD$DKYPfdhyUO})qK^d zJ^b$EYY*Jhd-zq&MJ;Z3dig7p&1a;&?dQjdpVu-L9pZETRBs5=8{xlQt#RbQ{!xBM zmE)N3!D0Taj(&Yn&LH1*-}c$JpAGPhjgJ3m@*dzj-|>i6n?A@t@3-2&{Ocf}o!;8l zxn*bq9WG`WBzphko3oyTv*m~RZ!AuW=pO3lyC=tlR=4-?dnt0R5h2}tH+e%}lAy!= zhX+W`75n`A_?{)rVbf~*`KBA~=+r5L{3iPC#rtmc^CSB^43y-)@yohrhx6XI^WUn} z<|I66;oofjM0a&T+K&rnV zU0d8j)@a~Iqw2ft>&A&j(MO<_k=5Z{JO%+5!Z6501Jrd3(KB_6&kQJ${RLIk*|8<)v_ zCQ@DA_1gUDAnMj$^%_~xLF|!f*c)QrNrdD`*=Ek_AYfLqE;Ox;u)UQfyTG!IIA3r* z#q!u!qBZVRf9vaB!bj}2_Oio$#L4x0k6c*OPc-DaJgIH%pOAmcvMuCfe-NbaF20L@ z^b+%~S{vJxb`y;!^u1NdgT!eXn`DvvlZc=dMhr=e5>qZ(q;CK6i>Q!a`YLe!FCtOT z*UNFnuZeMf*TVKX6b(<{k2^1wZ6kgYmFbrTV$#QmaHD!k?@l3vA9wq^CS3@pw8#?L zR3ZG+>o_x>f7tt%cv|aDY9Q#-ddrNz!HH%Kcp2fecyp6>$-Dj}*z%nr`eN%!%y&^cc zh|~P8Nf@<;Qqt>w2~XI2r*bRC8B^f$%F8L~=oB1Mm@3+%GX<-BJY2885rcSXRiad! zD0b%g{y69@g7BH%m87G>*m?hV%J0lco`3c!i-b~l2Tg(bE9Mr3f+?U!9(?*-RUAnQ zS?hB9#qf^7FEG#&!;yPRi!MA8o#1==e(RI{o??*EI8~&bE)M?Zyg0l2Q_*z5DaTSt z0wr#N58t{rDOi>+1ESwYjldZUw|_v<2oKTLzW(=)wkAyZ+Z z!a4e=b}D4Li!$s;k`s1ejogf+WzrKkizo5)dW#fpi8rjBdQ)=3|G)SiKez9Rs}x7e zv(HmfKML0McGAe0&@{keKd-V~5|r$Y7x^dti;IJM`kcQ=;N;qc*)3kv@J%R(yUTVe z)_KGh#Kef>(5|&D-sC9=i8}4hXcEWKuCEQ}v?b7ZOTVo|NfOGc!QuX8l1O;zF1lDj z3ip=fguEY;MD@{K^E+oqLfmHOe##XI#Fx9!5?)V3?@;w7#nV$K>=%TO&2mVP#^&hf z5=}lbcoS7^qJ2UZ8L8}3uFkU9E=JYc-7f=<)Phi|MP3p&e54eNTXDgH9}|0 z;Se>iv+Lw^4d$J53G)?HAo& zY?Fo3=Ifb3BpKLgNE$t4O~+faCHqE8<+0n;x!&2FgdT}!CWVhCQE}UO(d0QKm|uzC z@VQAIMw>LBJTR3<@X5+#>-*F3bLN4Dl3_W-C=U6}J1>jiQHL2@l;k1VA5KLXA>XK!bSH#=1rly0pR+TI)z~Hv77rX-7i+`+RSY-}0EXtQaAT4y5FOLhAsZtwbNl4W4tK7g=fd7vbtj0J6;S!@a)^tD-x`TA#tr!T|X3%W_aV;SfB#923gOOa!EM#*xO*odJ+~JLvW=k;>!G^ zGv$sef%eMb?kNdnI2}*QVQf@J)D}61w^7PyDP8qOe5Nw)m)uwpprMSVU$UO9v{OP< zVlgj7P6=~Z9)$b>MX)*&MS4>eVW#F`K%b%ve$VU{Ef*E2&pd2Xl&=Eo{UMk0hE*_c zUq{llb`{t;Wxek@qJreY)hBaBRM5N6Mq$-nWgOgAUZoF?Uo!^HCRh7N-i`^>yt>j;cc5wu(8btqMvfIyXlNceX+KA=Ywo29@w4Rhr9woJv8S z#bHs(Rx${ewf?{S$S_M(HOpL2#bq@d@m8kevQ3E8>ML|4-q^=gpUId&*<{V}>_$2a zX>*?JxlW%Lf3jxB3iFdR%oqO_zu-9)KN~iVFHxuBbIhr0^`dm>E!DL#CNr>eYeLlR zXaODA#(woA8s+U(kVHjy*>*eb zF$!#Q^6kXS$*^H1_ucF!Pw0O|T)*&S0}V-%0rk_mX;6Gu^DuUthM!niJ13Ji5ucH# z_dxt%D*6kw2^|s@eaRZzQlu#`Zv7)46+(ti<=eSe$&?A+f9rKWhb`uPo`$r_d20Q8 z=@av5ukNegCOye36*{}Ndzb>d_(PWa>63W3MOwtdn~H6{1-=*cXm~kb5|enAh6)kM z#iNfWQE`gb{K}@u{h%1ww0K@11y2k2nI#@4PkcY{Rn2o?DIG7Ci`rk|(xK4y$F|&b z61DdiYbUADanaqtB07RLvF~D$_d`Mu-w^j6ZLEy~Z<8g%TjFS-U8l4B9`m8rZ-@15;;}x8VIx=O?W{;lspKAzR{$ z3KM-B{dOG6WQ~va5CIYXJ zAFjPQ$?IQax#77G6RJ`9Q}#tN5KP32C#2CQ;<{{6FP=O^#m1k0*Bs~3C;TQfE`6$l z|HgSw(z<1hBNMID8KxU#nNTzO>Tr8A1N2|7RvinZ@FWncrk|w?-yf>WLzeZXyIIb%3$KaEZ*YK z;z_=Lb;WVM8<1fusMDd!t(&|A=a2rkn=-HHkj)y{ckZbm-#6yB$97KQ|F8G|@cduB zn|0T&Ta!hB!BWc`)(dHvE0@|{bZ+we`G^1NC*VSE>OeRRUE9i&BGRcK@dmRrZc~sf zUR}_kNx_njFME{#_rJ*8E5)zwk|)lolbm3Q#%><&8#PlfQ0?=) zdo2YoR?66Hk0xVXa$`nnz8cE-H%MtK)j$mjaEvb`BRM{=fm=m^VVe14VF@Y{2nU(U z&Po1%eBy!g<70Ixf_u&KXLTqUZuj`zKSI>-sDYf+tVn^j94jwdo{I5hr&v831onqj zg;jS@anq3WqDPtv4Trx68SxbOr93Y5ZY5*x#pLuWTr$QjPZ!4esbQan5|y-uj4sEy z%OtF*C^`OP*u{~GxE`zQ&fG~n*61^9i5?aEWFKZ(o}wT|sO!=G5;FSak2cn+kZ~Yv zkL}kVswi(Pyl5(;irI5Ytb%r_LE(;>(7gmQG~K^td00`<5z0-_*Q4Nn00030|74eU zJk{?P!0nlNFRp#L!``k+^f?(NA{9-Q9Tk<45i+tzB#JVUQ6Zyc#79;}BAMCB%nk|h zyZ?Ok$M3KA>zwB~=Q+=L)_KN#6dx+c3q$6MF{9}gAxIqSDkSR&LE+=gGVd%waQ1k+ zc(4=)yM4z~Gsgs=)mUP#&`SU;_mk6HM{uB7Eagtd3V{QYIm5bv5bz(A-D@B8kF&`6 z;-ue#u+|o);+rf8dtx?4Tgig(^M_H5ECvUj=a?x%PXwUvtnujQH5@QX-blGmF9bzK z8D91?f-qrWCARoi5OxQ@kYaiy2q{NOc9-%ALaFbAhta$^c+zHuKY|FrJ#i*KCMEtI zS@RYH$D}?E#^msScTwXn`&sZRE&>NGR{QiMtZ~pXFIQTZDgYeo3HM80^TQAGZ#*jO z{1BG69cgl$5AuA@)W5aB0^Pw3dg2@gvgj28`Y?Pji0$5N73PN<0Vh}Eb@`z%rCu{+ zmJiyZo_W5{czCunG+*fD^iZ1sFr#O~N>d3W6wsKbJiY_@;>Yb?z2{XV#5j)i$sBYC771GQ{> zmfhqqFeB}U8SUVO@;6UhIT?6iykOXj%^$Pl$BpN>MgC_j9J8uf2{Y#d|8rXGV!nKE z(39tbHxnQH_Dp{D;u;oO&|5ya3m9OUC)7F`VIZg8B5O;BcSnAj$kM-+hy@d*@t)pA zJ}9-UET0(vM}qNwo>n3Yw4zU;e}I) zbCkvvo}K)EWO z-Ws<)X2@Y@;>#{!+3~ZFv-hq`0}G4{I8;9Q%nbd_J;N!FnLxGOv3(t31TKr^E}KUB z9iD$R`dh1r8t=Y`co$*j|Kpza{qtN`nc!TCSF=+K^q_Bfs82|p4&0TD z1rp|HVB}cS8^P;ai14?~+t*4rkgKm_ar9%`h+9;+++Gb@;O3m%)*YdR%Dx{u1$DIW z(m2w5WRVscLtl4>h|$0yWd1p;{9oiX(tZ zn;$2Q35!U&?N=_JLKz?nN-PAmxoGKWIxQWt4GvLITkyPeL-9_tehG& zz9Q$HHDWoU+Yo0f{f4p3It0r0%}i-LL-?gg<6HVQXfnlBqmaNp`^HgYT2UAE zka6_*f-Y?7PNIJ2(Z*ZMGiaSlci*Vz9BTMB){8}Q5yh|)wospCG}xm(D=2>zEnUy- zz_u=+ohK|e8p%J=`@gh#Rj*8;u1F1 zrf0sk%9}$qyrmxbaV((Hi8KtaCzj9~Vh@8AX{S-U0jCd5`0wb|`bV>5$M5J;xj#a` zG=Q>~{-N*|45DS#M@|m945LLlGbJbEM$y5c@}PI?<0u#Dp33C)DRjT|hq3o}< z^y(7Y&|P+lzsOTvXl$U7%k1}F)F`qfm!)bHwYw=4YoGBAjTC+RSpIekYRK9>>)B9+ zZnP>t-R^p_L;3P*&SmTO==@i$!jk>9D3{J(BV5y06m9bOAm7l1PH#!2yDJT&1!SSW zR?6+@%CSRQ>xz}Ajc)1vKZ;f0^1yZ(NQxb8h0cl@s z7jo?>My!M~U0i;}A>K~GX}N60=t5ugsIPg$PP}7z3STq3zM-`*Ia-RUzMuj^hAd>F zJt{M`ZmTI>jnIT@ePa%7K?qh{Ay0W*k#&KgTVs}uNdG>K1LbV*k)y&jLw`ezkpJ?O zR~GQ+UQ-)-X${S6{V;%9zo*ZLy#E=ULKy^glOChbhKu+44pkrzF3&Fan>Ovxu;=y^ zgJ%`86jHQz7w>(<@p^~?W7#t_SDtlQT&4ka$@X&G-`zL*)9nuh2kAz9<@o&i8rH)?q&_*17FaF$Avx|_%M99qF*vydhSoOBI24|D96&y`IWnVhCW(q3XL2JT-nO}fzF=| z;-gg`LE|_&#$CFG(I3_P(h@(vqjfl_SuY$%7ZN2h4BV#BZ<~hang?dkTbx1rvR3C& z7jQqVtiH6P|Ibc6#aYGR$^iO3HkrZFrwi>}7otmZ>_PMChzjACJ9hLQQGI%h%->MQ zlY@Rj*L%@o9!X9WwXM(A-^&62qo$FxNIC1l5L*pHq8~OShSO;}wSxVoqmr zlh7#Q=25lYSpSa!+~GZ1oZk_dxOaDIDu)nK>aBGqsbOS&#%w)Ra|Xd0S1-Q3_6w(A6cu^8 z_{nV{drrla4jXPF|FxT&e*!r>I@r$=+;W$f0q$JJnwpm|!sQ&<=);kWu=hxCNL0>0 zj#U3(%m6+#b|Et#p9A|?o)nd-eK!wLh>6~5Q= zu|cs)q%!#eJFHwhaI%tT7o2st{$6aEeMhgdmA;Y(>|maBPw$H_J9HFYrjR2z;8RAy zKqxOaOivbh>c8TK(T|#DJXd+ZQrG5D&b@yeVo?dC)8K(XWe$6V5pKY@=zC6I;D%mj zvAi=1yg-nP<=J-=1EE3VK4WLG;7n6~!>S1j_H_sT7}N3X@IO7Rs`{(&BrI$OKW|pT zU?GId%`?3m12(}*h@lD=RPFb(y}|>;q_o}A1tEg*N;lJ8L6B|R&*H2r2zJRw1o^1{up#4tmmYU;pp>7K(lvvFd_kx8 zkxoKj<|nAkIVlXQH8V|f{UX3Rqj5-jUIe^0BA5l8M4{hhsDLp-6q3t`XD#=Mg2OIr z|LqwOD6-0yyyqti**nOEgyxU-J;@9I%^c~Au9&8;sTat<)XkcDe|h3A_~1X z(zOy-#o#LoQ}7>YJP`ZNRdC1S;X;5luW%e5IN3c$mR{lE&3g8}f&e^x*gR<p1lJP zf)Dbtw5R^DB7l21l3fD&-0;pu)p!V=lmCg2#e+pSyTWH5JS5mT)AaD+!N8CsMMeS- zn^jAB2{U*oy)eT5EL;MtfAD%w6-&V5u((j0A_+(YyP%av67c7Blv0(81pF1NY5Axs zu`}M4$L7y(-o}H-;N8lmF+A9$jt1XIlK>9Y7i}0VNx(^a_*!^N!XM1kxks6jFzcXc zM(~gXcIya9FN!4G{@bXURWAW;94WCMu1SFW`rm~NdI?~??myr~ji>A2Mm@Mn0`r?! z5=Cv2AcfJD)%z|9rlP+rd~gJ4#!1)P4@p8uf6=a_Vo5l+_N$t3wwN*1R9t*$rzl1;`mX>MGACx^^?@GQebp~Ze9Hw8Msd@I`f&3 zVM+Ik^W`NHwC&ZoT|7VnFSj|GIh+(+wQLb+6_bV-<+ydczciH0iE95Ck%qlyN=~9# z(qJEjIqncB4YJJ@4;q)GfGoatI>tu|WXXHHB92Ny&-pMb@e(pTVlka3I!Hm;r^Bu9 ztfT?6Tl59XxHR~5-aWO?QU)?OQcpa*Dg*3}BHXvMWZ=zB@m7giX^?|hxs5PsSl1}D zdnzjpGXB?Ce4k4}r>>9D?IThke;<41UIaD16W+FKBpFberO6lKYIBuWZ)Qo zAlv18GBDgZHmbH?1~fA72q#WUgN2P~KzF1xjL|mz21#j13&|Dbo|J-5yImps_UcPL=;Ou#*A7#XG6~0kS|2_$(H(CJTLMt|L!u%1fWnw=~dC7k&^Ehh(E4jv`; z@$%pr^x*1(p#o&u2LuRiDZpgT^CIB@Mc|&-n`+TfgxccL`surh5c;c#aruZM#2nOk z->;+yjr$rG?lUSvLikPmehVe&>l9HaI;ISwa+maTf|Q~EQF}H^t1<+pOmDPoE5p7t ztl|xN70}-xmt>7A!_ec$3ln|H5V5`Re4v=x{%jauv0nu?T|^u%uBbqa{h(~Msw%Vw zY;wq7Ri)mW9cCkHtl9v&8-G|i@yb`QQKKnPMWt8)gdir=6CFIb-2_eY2_NE4!l>YA5FWc z!;>Kk4^4M5F?K%F;ziOZv=Gv#9rVeiWuZOo- zDKPeyrZq*I0>N*xT_@}*pwaQs*g}&6aQ%ZP%bGfPpYW{aSXYNN`{Bx6&Fav#Fc$tN zMjb9Qxz1?|P++v6FL>w)1!&!QTVpCHaD`A%GCNO!OYy-DroB`@+MmvOrcyvpL@R^w z1O<3Y?y=4AQ6S9nlvme^+VncNvYH+w(oM)G)8hnxt)8VLB1y7>3 z;-^EZ;Izim{Bl7Bx~~@EgnU)tRq~~ZihpaiSJ9?rwnzv%%igeW$?dL+|BV+2^v3S7#zhYLFJ7vht%B^ z;d)=rwtJcaFuxq<6EBnp4nJG1MmBlKk;xkfOqYlFmUv=?wgL=a`TXRdvjUiTcz154 zDnMNBRo95K3NW!g-t%Hp9{Bb%{PJ{=hovd?l-hPVSdb$X*)GY#wQ#%Y1Xo!wa5EP? zAR-H!xbod0^m4$=-)s1#O%6KwBxNZRasV0U-H#2(!6SXNbSy{?xU8cnyqmI6@1yfe zF+moXE##_>(aS>H<%{|ce5m&x*KdQ1I2m|hI{c`jSq3^|w$ktL$U@*rk%jCHnH|zG zfY*VSGN7Z-tA~@7fw-im>1*$$AwKiR%@ti~hzw8jr9rG6?|J8>G$c<9&^_yrqSkLFM-7ilK`WC$#mSGn{fu zNuVB5t~L-$f|sSUqN5lR%&f|Vo{l2IMp5HSr2!&1%5niX{ce~lha4d&Td8>j1hpg9vTrN=G@#q8BO%9P@^^vIT42cZoF5N2~4P^Lbu)ak6 zK?dmqb)Rjv$$B)cN^Zbs0v4 zP}lYMf!p}wWN@Q>mwS4S1nk`p_gsEVg6Iztla4wh7#s^MGH51(P)@2&axf7DCl2X# z-XX!eWhKczZt@N-CgL#BveLr5_8ox&`GCqo*8o`#j#zc{r&Gkf@4CGW()9PKS^!9oVB3lbJqWhCILuHQ^C zA;I;>B6OdYiI5V#^ew%Ly8e$zdf8OFV3$k%E!6ccE1pWNrsgq&qJUka&fB3e(E0Fr zYJRJCHRjNhp^@I5+wB<%uzM2tJB&&2@eR(+wU!7KXRkJnU!%sSw99CVx_@jUFyfrY z|EUzE(4y1cBoog$_T6;KD0wz~W4V?!3dD z)$Bx={`jzuBZdHbHX_)FTav)&B%H+JLI4J}&t5b%M3_M;PF2bfVKuVu{a!gD+?p0_ z-!DiVmr3^7_80$~&=5cYO>*n}C<%@FBtj>(uGgB3Oa3@50ZG0o zwI7@%;Ikx?LmTy9aI=&C{gYHY2&@mjtx@ z;(B;BM*@a;vUYnNqRL^5$QbosbAGVrUbH(N-dZX?J+dMW`D+qdyb*XvUNt+zzJ&+F zyIC5JKdJwX7w?8Byb^$zUb1@8g9p`|Uu;i2@!&twnLELV2b0wGp=wKUu&bVaB|;|- z_ot<@BDwJJoY(sNPdhx&o@;$$Y=MV8q6G^JRQUw@6Duo^hw$Py`NL!4Fjy$L%{?my z9inoH=S0Nd@?e>3osJkJ91Qtm-y;U!Xz=%3xW(a%z=^(71aTBdZk!2jTlSgwUsQqu8F8avri-Z0=pWL4YIM|zH zdiNAw04#j751bHVYx-2q4KGsVFhcEI!2JIG3ynz*aLy?^NJ?Rchh>^-?RBhBqQs^q zu!jY%EKjf)I50twz=rZU2NuYv;rT_5o5u5!Id5Zh(|`!jd1JWitnn)Yg#@udY;&ST|wX19>Dj?P9lo7+gNl_72+nic}C zEKDbd(t%uN)YCl||Ixe4<(r>7Enw=ZkB*tqz*lYlaQ^1M2ve1C?-=U_^6bf{H(JJP z2=icSpsK(cVnXArS$Sm>p%o@KNMG7Us_xv#QHt3@2H2o=L2Y}7Cl%RFt785lD?@V* zTKXG^F# z?|jO3P^W?0CayH>>)Xh?x@s(!!(W6H#jpRyY6BT(JH`=7vyRjlT)*E``WJabSUHj! zN&`JxehjaQXrTP@8n1gjE!46t2mjtj3;zQE0RR77S$Q~B-`7WF$e4L{?{O#BbPdUn z?^&rtq(me$nUac#WC$gZsX-x%43Q$r5IQ7d2q6)fOB&2Wrr&-4NYC^B^?BCXd+oD^ zbM{`Jea=^|W;#A%0BYC6=pfs5bZUKL&z0Ff=$Rr2PrA8`R^ClGa)q#nR$osz>mj&? z_N)hOEqcxX79Z^r^o}y(Yej`tSrQJnvpZN7Q47*b>(_@vmMrDW+l6 zZ4JFC^~iaweg%CkIU8f^^ankLw3%}fH_+Dm+^-%yVuI&sZesPct#EZ`Tw7SiHu!n; zNEL%I^Cte)pRCw9=Q*$q-1{VNBYU<1;lGkK)`+dZ`)oJkMB!E#`=Pa)$B_jh9iIcc z`F6NbwRk8)3rQ+YX8}{`28RL)q9P|>z(tbi=ON^Dttg(6ZpdH%?HlR_y1@fpv!edv$qcM!CMXV9Z`r6 zEIsrzTc&uyK<-#_Xc8YR9AB*OYT<_@!36%`VgayWOH`NF7KFmOY$Gp{ARN>-KJ@IP z04xOS>~i}h00}FzEKU6az|){t)OJMx2n|tJ1W5w$u*&R48IusWtIuEh1Hxc05y!Gk zOavB5p47<}5tuV7^!v_x&gJ-5K+!0Xs zMMdF)@PE2B3Bny&lUuJx@wwA`yvo!yOVZ>5rHEz8puK@9-3kX z-sF<#>*POJ-jj=iFV7NOzG>sZMki2#Hin0!bgVhc2mxV=Z=jX`KWv^FXrk&OAnCbh z7W_Jn+tfF){!F&nia=HD;S(Jv5V+1aG@nlQuRF=5SUwzq51L$066t;(EmZK*l|%rE zaWQLe#KWtA-K39xc-Yr`|DpT}4t{@hn%9LInI6ci&a(M4-|)i0vny0M@F%zI~?>Kx2qm_Jkn;!V*LTobm}^ zKAm#wNd^HJ?5*w(?IOTbqOwxnqBQg+ZL9Zimxhg}zpm|Ol!mC?N4co<_oUX)TB&nL z8e;zwi3>VTfED-I!J&))FiZZ2@b0~Y&3O#onQvI_rJ>g&V&*UXL*^_<C1<1hBmuV-OvLEK$i&er=x5Y~bK1AZcOvtzfk zLkW=lO~GzOh6wTeMNf&0^te2xs&3QczQ0m>adO{3>|a5#KkGz@D=hkYHlGM)&+g3- z^oTHX>(qy)VFH{~H*y|~AV9%}G|hyI0NYEOZyx3*0&bK=h(Dc zDiQo%Dcob@CxJ`$&S0}%dLF|*)DGSu!s%GNpSD?(PIjKa3cFx*|+Vv#pvJzVE*Cj#9i|TfdNg`0D zImi+EL@4b$D6DTnf{Wh27=8(p;femDNyY^-7>)$Szt8%If7ksxPf0tFdA6LiX zeM{3K5fsWiYYO6soAG_g5a`;oM*H7gmmJ#}?+94%WRQ*F zJobVD)34iOANf%r<3_EFayph76&Q_#C#`JL+kkAmDFnS{c!mgKiR=H*2;QPp}iNbP_K`?XCMCCx|7Wql~JvsOl zuC`q)SPpI_@mP3;yEoo$=qPU_H7|XqZNYiS_Z%hsVzxXiKo^R3yrP`ct{2?9(z(cgS{*?Xe7ea7f;k{!Ru~2qUZqvgv-%cwU*< z%77(U{MRKU1CDtatBUM0(8JKx{nLvAW#K35yB<=YIzXiMO_U6nh!aKk{YQn;f>y&_ z{#4*9e6MQRN`>6dZ!Bl3sW9K+8sQyB1s`VoNo89qD3@Au&aKM;N7^3hSg{OH&OAM^ zVITupXB#_`>Gk|781H?%Oco>p#I7Es*U4@B>0DbTdEi?yS0DZ?2RY{ctfsAUKtSHz zbMlb`>ld{-VIT*SF+TUs&&xt1q8xiMTo&#d7ff6KmW3G>$+Yyn@{qWaNIP;s0g^5V z#kYhhKsc!^FXXoZI3*TNp-T#|LA<9;ZBc-NQe4!oy9%(>>~p(CR{<*24(j@dE5K{u zPpZw9hv5HSYvsBsz}kPeH0G@=0)t?pEGmSK|_<)d6x!k zq4^G$jx=Dfb(2$HrGW<{NH8QQL7PrT@ZOI~AgyX&+{C900aw$HP3tN{=KyCdzqT@L z<<5CqtEmiUHRV#4C6ys8cbdS;s0`(Ttp~EYmB0?&9wRrd1S}t!FKA>aL(7iqcaBq3 zz>*wz&)ZuCGTmCoUe&0;@xCE%|7R+2OPEol@{tP2*!BMjyQl(<FM_ z?otKy^|kH3t14i9@w)#;wF=xjqHzUxSp`nK+Bf!1P6h0gPgOhIRRJ%W8i9vd6~23% z{lm9I6~uRdjJlvIWLM}!bxx^(p+<&b;Bys-AWsWb#j8O7)m&c^y9yK@$tzxYpbTwk z#c{jU=xF_-@8~UMc=l@Oam}bQRJrC_MNR*cN5ao-OQ=x>L)if0Sr26>%KgEwDWMG9 zZiNPeElSWE##AZhrvy8^e}9uAx{{>? zH6cCg4?>hc-@{G8!$b-4Y7IT~Ih7zT^2TC$6%9(=6aVnI(;(n^^N1LZF3U3$Ne(n% zWZ(6r`Y{c7RfO8#71K87|J84prnt)6(qNduTt-%m20WB8qvbS3`uR0@p?OdNKFV<3 z=2uhz9IiVGb}5464)dQzIsb4&UwG=WzamWR)}Qs909i)=;(1yuH|MoOKffMVd5q0^&e zXb8FejU$WCwdkmnJ*cM5H{=E_H={*zm-VW*zOZR-eH!PBuwvnc_Q1` zQl+6cW}2;h76IdT$=w5q2-v#WYBbRK&Yi6!g(Nx;>ghkUJ$4_R9|UWiOVpBvyZ8#T zn8W{Mcl&~jwK)U^?erE}uF?5|W{%jDGy;sR4-l6UJk-8d*}dY5hrAr((@+8)K6xq4 z533>&7j|{N^fdze8)yrn;|P3?E7Gw&Dh?`Tm6ZhzL60HTFxurty%KfYhg5MBviLiDBVN1pEzGmEV0r;QNEu zH|y6Bu=p`EpfrGho_+T{t{8f}y@Fan{~>V3d#K8J3J;FHqSWakJnWUjgmPHu{Cz5} zye`vHhCq<+iaqB^1S}684T{r1fG;4y z>Cp@xgbl7Gso%r{mqP)ojX54V1)n~Pp!4+!4@NZPDgt|dYd0#;{rGgIR@3_q0=>~@ zy|j1)n%=S#RnH-iDb^ltaG1`AcLtrK(fw;Q`64`hjh@GGhF&2$AD3Nm4t|=B2mTAo zA8qsz;Js;3V`_~6hYhDy2R#oJ0beg1yMaJLOzL3&K?FSGJa#0A()}BoF;4u12i}j# zS(onOq4M%ku4l@4SQw?M5rXLTGEa{`D@gZq1<9|Z^YFTW$BA$0d~mB--$ojp|0>++ zyUcZr&RaP`WU7|&;1y?i@pC?&UU%LH8qRpoipZ^W55)r?RHT_L;33qdqLYu#{{onZ zR9AZh`ft0ty`=NX4c}F^3>*Rv1M8k$slkJvUp+4q-7cH;E)T+shaF;v_AoEtpu*>I z34aV8dh`|h2gdMlq&6W@Z2%AE713HIU+`d8+ccTqf`>mwJF3U%_O-YA#+CW-AZce; zdE^8R6mwTUit^xq+3(1^WfmM%#qIZ)3&jC-|ILW&bvRIP=cWvt!a>iCOZDZ~aBx{F zov6u;1N|N+>@$`G#Hc&nSY84yWE}ojyHZu`$KICAi0ZU@9?{P%OBCR*HnDJBY5JsCKZD z=FbImZb`C&QE(PbDfnSOH2MSeusvh5%2DyvEU;SDt?*N(`enO;oI1|La2;Po2~7WN$}ZAMdphMhnp%K2PerdUzCT(ET;%$Ry=v6@ zqyytv@L2wX3xmVhVHc-NZ^8)XODVr7+c1hT#;TWJC4a-Da{G^GYX87m`^uVpDcm!ZO}h_hTIDPW|Mx4(vo^6F=ceGbS{? zu`P@G4tue~vo>Yld+hDN+M=X?C#KP%DL%W{g{9yrj8dJSH)Rk0y&s22wbYZvy)>S4r@+J1~Hw`Jt#YA?o@ z+(!8&^$w%dIWjzOdA^BbJUXyPJ~yd;e7zXQ4W*C4 z!^2o~7-`SU^bj`2$JL)SS%d=1VP9MFusaGOB4{q>&wK-qG$FxDJza68TVsVo`)Q;_JGrsmhEgg%O zUv(T(c!LVu;q(b{LIyXZeX4LzG_9o5AD8K%LRy|KQ z3EjPn`Z-yDJy@}bZkxNe;3+eY=6@)ybM;z4d2-d9ttVH|`6G@OEN0fwhp{Hydco`H z$)RNr+bs;RM!g}nQZ zUocg%Y-a(Jqai167_orykKY&SzA?j>TArjYH<{sQ-uojXZ`nY>>%d)`aSqtA)WPqL z=Yj;+x6`pv+)#1kQM#%%&n9LItK0V+;(_DQ2YNq9@xbM@RTEq!H@rWzW51pn4}=uH z7Ri{|0iG*nhl`x~;EhX&$1`Pq7z&xXH?G4Ej>B!K-?RB)e}e8;&QyMwF+Dw3?#vH5 z4-bT=vHnAwr#}0()CzzK|BIFW7D2ePE4XHVs}L->?Mc!p5!#d!3~cpPlZD`@=pl|{ z4ni=Pbg9~>R1kh4x%;mx3W0|d?8iAe(5 z5wS;?U*ZAzbJv z4i1sUid$cc!&a4`mW1b$aD(sCU3oGNURGQxIPZyrzF4ANP%;ietX_WZ$-+TcLgyF4 zWgMK>p9+`s!$IKv+zd-y9Gre}>5#o74&LRLqV=jcQ2kwNV|ow|PflzlwJ;+f)=}(z z(h7lZTp1EcnDs_Po{s>y zl~bqnGo?YlJLbu5i~qaVKI-)Q2mzelFXv|p62X!2SFfNB5q4THi#Wv+A=@G5#^?ni z-07LOZY2@n(xr57E1h6t(2*EI}sh;Vtu=yb(ZBKThyI@0}w2#Uz9UG?XQAhmNq zcSDN^=iDOZo-Gp~`SLzZ`%ohEw&&Z38IwS-R-bB`KmxW(bq`;VB4;Xukz^@PZ@g9ZT{*$zElrZ!g|Z?7wh5TS;1Z%bv@iU znyKESsE59UUXt+_U2yB<*!Kr?G2vC-9yG0obwOW>mB;j9WpLrncrFu4&W=j^Oj)Q& zp>Np}!onr-F1lX|3nx4aHYiH6;V3QgOss*064RQIed8=>4~1G!YOq0h+r3^omyN`G zY2{@u2B^I%ao)Ai07uH+YFrZG;P#_+-aDBbi0Dg%on6a;(vVIt!<2*O?{AG-R&Wqf zxK*jngaen%>B>V29870fTSTgHaIwyQqsLng4mZ8HFXh6;z-FnJRS{ey#$>McEazft zOQzNCA6x`}k^EPwjthhF9h-mUagk)m^r|?_MUm*~1A@9-+`h6tYxyq@Vg;lN?OHgX zzfXAM7s7>fu|`Ds3>VRX3(6mm4I!3ObN?S#Llk~#mLshjMq6tlE&VndVS$|2A12s%q<2u~Nedeh zpLSQLm$0Fl#g>}(Wuqa99js1aPOMN4W>tmenq)6ydUi?m%qsx1A z;ZwHzQl^0}wz)id=@+bnosI0oWuLVXJYYl(3D?HCn9?1dzqL`m@IIMsq66C)w8O@CshOOUN zG7Ycq_I%zfLW8jA-0Ct78jRMd-&=l(2Jyt7CiK4l^o{g-m5r4&9L;~*WO$Z_u8ez0 z%d}{CS2=R|eLfYU%m3{DYD-1>Pun%}r4&%5N)k70q+)->Si=K#8Xk{H@b6wiLxk_4 z#AQ2Z(7v`*$;q3BUp4av6Vzx>HgxVR>80YW@a4w+kE!@jeW~cfPAWDOERj~AP$BDC zT~HrKMNe`30lEyrDMotsN&^4I_}(Q zTX`&(j^OR}R_D&p@g$adDvL|UTtH8?O9u^YXDfQX@8#`(%w3oCi;9J%yL--_rDALI z2J!*k{=O8lC}J%%EPnrUqhA*d`OlYJyxc=W-bSlyy4f_yn#Rf3+0qbjy!ngJ2P&dX zAKZ6XL&f=jZ*y0*Qjl-qcg^07g6NF?EAkg9@aqUS5*MMu|8kAf%Ux8gbr^qWXHCWY zBP$&S7*w=h%Fhd|rJ&~9GS@>s6#Uxfom<^aMsj)P;~ySmDCwAZsyrv5@A{##-uEO_ z1$?@BT!0LEMb(gvA{k3t>VGF(BSCvGr(gY#CW;(_Ry5dXB5-X$?e0J75Uk%b%D+(! z{vGpdD@s)$Vl8E?k*ESr*M-}fi&e1xqOhSVMHw~xs%alqDq*6wE<*3Q0<71N_H5rI z54Xt{@ybwHByZBb?3N>qib;O0&AE~YE$KO%XC@AfYTK*fJY79VT=x?YgR9Z1BbITC zuzvQEDcyMi`p+m&{SzRJ*%j}Z>&ykPD*NSu4GZT8(`@zO?ZMN8Q+{u57A zg(^mfikTflWx2z|V8xrf@n{lFU{cYQRICE89n&!vCu zz28ZAhboMXqMNYzm2fbNubW^l+3mAPypwn*wJ=Lq`wQ`0>F{&rpE@GFywre!bD4uPPoBmIB?g>HDh-AZ`_qw{{F+Glf<19U#Aj+XNa1HGk334%@JSD z@;^M)%7;w7N12ZE1u%8GJz31Pehr#*Nseu}Z^{=?xTdV;E-_w_u=4zlT;N#kE zdkrvcxoagHH6S4E^?r}K2L6dn8Q#>Zfw41JCpr;Y{ka7Q=0IP^*`AzrwPZl`75cl8mN`M_zc0C@EQyc zDVflOQGPW?qFfWTO^Llku_i8Shf0O`Ya-h{_x7NQCOR!g-yiGHfZeu{C##G!u(u8m3;+M}c&-%<-!>6qvGCY_&6|pxm~@^yqIgWR)h( z-sh9Cv0t>O><$IZ-rkPVxm4uOJu15J?*E?MCIV@zkTIQY_45a z9%{ydFH`2?mfbAmue)KM;Kjn5KrgFZCM+!4#}(Qz$AneE@v**89uK)rUZ{~|V*U0( zH_Poz)S1t{dg#E5Ka;o8dz1x%hR*2qa%`j-U1sDgVS`51Q2%YshVa~gsx{C5Q~hOs zoID#ngBg@flPr+56s}g5vLKZ0_4Ac08==PJRU*&XI9_j-bZ&@^U9UHDm81=@tE762 zqiTTe*YDbo4X`m%H}G4K$8T-Rew()@v+?n_L~-j$HW*KT56AF0Pi#ww$tQCIG&a3E zC%?wvuYXb8w)-)^0c1|qC5pV@ao^3xHem-gUjErSF*%=&Y_3pBk^u`ho4UfA3s~rN zcYpR?oQ-z=7Nyg4_Ftd=KI+Zk3KrVZ%)3`8v!JL6!-nNd9MH0JB?ah1e#|xQU9=v~ ze5u2eW4e&vXME@RB3-0CwX`Ze$K$~KErw-+*sOJMH04{ONmP8im&4f0 zPlamZZmLf*1$UEGG(<-zNWDEzpI?cJ`a|sY} z^iz;G8CYJ)7am2%mxonnn#ITvw#sob%pgI3O|-h(S`v({U-iZE>V#G7I%`shCY($r$Lq7DzU9fYH`2A(x4XF5)3;PVUll~E*3sBDgyJz}qkedkSlO@3)$ zHgiWu`Wg*{dWl=NA5e#TLZEM8ks7weRt61RQ$>P&_5Q*%6%-dwOuQdfK^RL%TfTrd zo>+3Hm0t}9M;w&=->Jgn8p}4*R}~Yp$%PStDk#4jz;$1%jE{i~hiGLb)IB%n3oBH> zWL+CK+I_QpYB=koRAGH-ucQtwe(OmZEZkO zO{wgw>tb47ZKdsWgUNLH-qMqw60a+{bd_>Hj&BhzYc7?E{a9{jT37n;RCfruu%`5Q zmE5h86E&q0%YR!dzNsyBGe1`5aImrTaCp|(0ltpXrUzv%<_o(^&vdzZE|u;p-PPjt z?2TquX?zHmXh>`+?TBw~{@(bx^z`e5?BUv)((;E_aA8L@zG>MfePcaEgT%p#R4N!x7elGD#tCP#1fHkGg`ahhf^%N)eW8cah&!1buy4N% znBSK=q<{HO`|qc?dR~;lwMNBuFLN1)f92zk6p_K6K68nPv(o6zZr`xzgbWfgPZueS z%R+eOm|8=T9MXohuV%Z*qdF;oX;>og1_{L|BjmyMicc=ekZOxKlzmPG4)z@Xq6Sr@>E}#H2B=}@cwHvHlRBE( z4H9n1X#CZ;rpjV7L+W_yu+3V(NgXSGcKII=(!iOdnuIV9&A;4OctLN*FNTEYo#$>e z^7=s!(q>`$90?EeVSAcapEPIrHOPe|+|hJwG~(4w)5ri3@6#kGdUraRo+rbg@)`M~ zKLuUay{GERD5%u$3W^-3pzoF$X*8dLV%khAmB(!j*M58u2%;dqdBX*xl@y$zzT0Zu zLPoWFqw_!$1#*txa;V>^;JnvN@#OW@j~icTX;$$1`ps0Y!~Hb0-W0hJHAsV$sI=q3 zG8%mIvs-d@(Gc<4ex4Ptk3Va5vTNW14O5N#Y~=jtSfg~z=B_vcKQ;{&oTM{wDSCs7 znhFD~7=6(_!VKgKih7ECq2sB=mg04n=nz@?HLcu?4x6}nq~vTmc3C#=*|?g4%K0^v zn>h?96Th8>-Y{@g^;E$6y9`V(t%z$s&486>or#?^1KHz^TCXzb*c@f=6U0x)3IXms zk7*h@+>GyS>!V|LLAkr74+C{~9l4vDdHG+YF}6qx`o{#PE{-#Bdr#{-`#A<;Jg93J zJdRZK$-i&)fB~I+ebtJ882I*h^SIDa?Y z&aGW~7!>2*)zPJg*daUr;l=v6Ftj6f?vOr0&OY`0DaZulYvs4&IZPZ$o{me`;qlpX zKH0!FHYBE7zbI}pfG3|tYvE%99B^vBeSXRS7M@J0u=yMaw|FQPt8!4fM49tPnuAB2 z=e8LI9Bh50PMTQB#ntj*OSNb&9##9#In{At5|Vi8WIq=^RMF_N5-xJL+~i+=lM7O- z=vrG}F1)0zVpa!oabR|V<_bka$jP;fr{6I|;qeWp-@P!z%eVOfe6I~rM<`f)h%m(B zj2PKRHYnLVa3}y_FIdI}@g1-TBXba9ns~A9OgO$x~7Xvh1 znXSF~j{#l<>{9!eYyhFG_+LyONAio9v^`5_L$UIQof(g74|dKk@ZfQ>AUFGR<9sIC zEfKBQsE>lO=vg}&6NcB9JLT}kUB68~v6a`y*O}gi`@i%cXCX8muvZUv4jPQVNYur= z8(T}=p@X*%vJZ(mYxB;vo_>{{4m7%Ez2{%o!O2akqjzStF@1EezoM%Snx1|-cwCqV z9hLpBZ?$M)^$)|c@mU7S%Bw^=J~Pl;_wq|U7+9#Vrz*^ofl&MSM@QE%a8u06c~LC` zPx^~qR2DO!9b6JgO<`cEPyW|Ta|WseXP>@!LWhTbSio`>I)b`6)c6-PESs-r8;_#N-Q@LO&dZ=)m1#DD1PFdf&+^i#wq=$O527VrCzj(0~>0(xxd zP&g#IxMV&Z^O9Rb^b2XY@r>zl-Gh#k#i{gfY7EHTa#EuhF(768wC8p(Z=D=pg?l{p zpPJ{VYs!FSjzo$wFp}h(CaKMU zuX0&7Wd#F|!fb~lc=x`e?Cjms|I)F*Kytss5<2=+MkR_GXgGX*+XnVJ8p54ewBv86 zST>aqRlw`}R>?3kBR|mK_k8Z|&7(AQTDUBG<3oeJ1pmnoG#Ua9@0d_+prUIjvFE`N zD#Ra7tk2WBnNpwg~ri4075*KQhdq};RAPz4* z%!&w_B0AF^6b|eDCRS&MWgDmSVYF+v3I7Z~BE-MOKd}{r_gb1x&t*XfPC3ZDi4%g; zR2#>jMF=wyCExVoh4EX$;zG3Ye0Y{!vY(n<1bX6o)4LnRFt9)CHYHOWLVEIgX+I@! z!gtbm)nZBf`wyu>Awv>uos@mlC`s^7ZB0u^`A=UMM=#p7Od5CA@lSNC$f7@e8Hw+K z9P<3E&8u$7gCfEfn%tp)?$qNKd~^TP|M9|`ma^m}Vv3-2$Y-WqRlv*@J7c>Sihut* z4Q@2HTDV3PgIDG9-_EJRx$>q{%yl)mu7CdNL$bY7KMLa7@Z_TX2I0xGKj>&yQ&0>zxa`Cc;Qau=N*v{(^*6KlzkHm+;=_j?7j| zH!=oqsJv9#NyhfHf!f>VWUSE3nMqM6W7_+y_*Rgyzc8TV!8r=fKe!oce2|K)J|BTK zSE-)!A@`S8oRDPg^f!Anaa0>z*A0#uZ8w z#uWza4!XsB$YMZRcHY&fYz7J#L6^QqGVtJ=)04{e446IbBR-#GpxT0Tr}DZML}{O7 z3)vJiCG;TF`n@BVp$Ge{=%ZF5dN`2P zYPU5>7wl!0U2D(jqCYxjaWyY5HLJpP!D3yszm)qCAESr+{;yw1-O$HsmQU}TA`|&$ zvL%8UOlU5)SKivqMEIU~F}eT?wMq68WjZXF#$~Kr{C<`w8w1yAav7sSQ zp2%-(04cX)X&Zz&u*ze^B=X)(BGPk5jSv^{Z^s1kH*)dIckj%*^ISx9UeI1t!-b*T zw^i0+hNwAuPrlR15II{DXM8P;A8U=#*VM9O=XYbs zOQfDp9X3W}o6fev24gI}bJJe0louaxp=hm=3Dixh$D)c&P)xoavSz+1I!~q7o9me3 z-jA*pU&0iz3txNgQ!>TpH$^`7^}M)C*FTEonjoahg5h_nS%*KF zz%V|u_oKNf^6F-9ZQz*V;cE%fl$?4mqa4~u7x{z=(7vY_HE1VZ|A?>j@@LCrK(~Famtlc@dGy9Zps{jXe@~3S2 zgAMSb?ulPWo&h+LZG~S443LrUwjzheJ?>APn)*8ou*O_a%H*~I+}tNdo4Gvh(?8n$ z}}ACJvP6D-^`?&Q+6r=7=y0{7ZdRLjN!!r?F{} zubPRNSCt0JmQ0lEwXdAb(1+&UBXbsC^zh2^T;N+dJq(}vxa6gTE~G`+!An=@;Qs&s z0RR7Fm}xxJ-T%fB64{q*S!S5kFsrdPSE6qF(k?^`rIfN&q-1FoMNxJkw5pV(lr5Dg zEhv%fS<)g&%YUBy?)$<2(e?VA`Ml4=+ToO~bJm#jg-3VrQmGFcQ1nGjbRT%w?T`5PU|6$+MX*(Yo(q+n&9`^jB9 zDe$(t(QGn@f=lPt?ee=%#)9KDr3xF!SR2t8Q8G+|eZfoKx)Wp+O|>>>kCLH!Ji=qo z3>k+z32BqdC@?$YTC~TNf)mn_4E!WxjnfiO(q%G61}Pa9mSi0G=Vgw=OA-v4S^MBY z0>7~4Wa}si3s~Rp^ll~N!=K;17b?iG+Fr=BEGMH|Ov2D4h76wT0g{&<8HtUzZbsiF zp;yI=ueyeWU^x>-`*A}QT%L$`S!0N9nL}yx1Vhw#wAz}Okg(JKUXkWn5(1Q^nmvMr z{R5s2?IaS05>JcizcWPKpV^z*BMs5zIV!18X@JvmAF6v)4ZytdO6IQ?5izBHa~dNF zFdI_7_;eQmDTjJ&<46Q7@!6>1m!=Pgq(alpBYKEjE`CPKNDn79uXd^1>cBntq+U^|EP3V6Ma-ckZ7SysWtRCxiQ4FzmsV{FC}s(Biq(O4k0fpl#HXcA;fl z5UG0D;jI0Lpi@C&;9$xpLGrr~%QwycDmX+|Tha0HvtZOZcN^=_7r{g89s^6O&w|da zP2)1d6N3EH*_T&@e-b=@*AOUuef0lnc(eYEPd48KHO;Jpw)~%hi2K#i;ckBfS#=LI zDvpc7X~nITm4&mgS~1ve$3h82C1s_$&yhsGr`(DJ@@$Nsy}H7eE(MFjUw2>GCWXE5X zcj;qJ)|Qd?R023lM;E0#5>TOh)z_Ip!26^PIs#1sel-(j6D0|V4QWZ18Pdm8%e3Jd zZ34c;K0JA0lz_KqB_0NCAtJQIIf0)_#7~u7^JHHT;d#y3#_SFe-Jy*P+e9Kx&lwK* zxkPv#yrs)BXAv>*QSi_`g#f*%sFg66U(QEIPH3jN--g&4hPkJiNVjTz69FPvj>KF>(|PfOhJ8HyIz@ zep(DDP+&`XH?aBx8C8+2)nUbC>@;52U9^#c!A*U?fBR8EdD;{=Q$xj?Y%YVUPQzxY z<(=_XG(@{L>K&a&Lz>>gHO{3}?C#WaxfV~wmswdoi7YCfo%VTYVo1fZH9L>h+RzYI zF-zt9cN$o7`5xyC>2Ni5E-PP4$5qQcoWHtsFrH`3%vjU$>zCF5PmhiQ-tKSXBQ#vl zt~c4yPs8+r$A@Lt({X6$zNGFKMqnCQ>GLNUNSeLxMM$DC+Vww*MQ}`@+)QZ-xo3hG zQ>*errI|3!)&8Zd#KgYUmyW+MWa8*vzefS)Oz3R4x9DBKMDIHp@#HBcTtvOaCW~3% z?)=tP`G*BQGx4}e7#oDTn>YQ=uyJQUBUHPD4Y}2A<(HpT<@e+U(-*@IctGB4QR#rao=IB=kH=Fjo!1Zj%$EO!}QQ4^25th;MfQ8LJL_}9nX*-OYK-XX0 z$atLzB$U#xY^pK_EBD*|-xCbH+BfQ~!(-sZ?wjqDjYjZOkn`_KqyMYc-QF@Vrmw86aDay6%QxJs`EG&L+XFU2cnHqapY;-G_185JiJ`_p_`>c$-u4`p-2I zWZj&*NcTyY?la*sgnsis&X`dP({UE^L*)sB*vlLeWZKfr0y7Q4%$=ud@W%imtGYv+ zh!iDQ3rgh@9XOba?_e9+Kw9pXG4u3DVd}e_B-^tk$4hGos z?#PY8HX@?!5p`q%5v!^T9=X3JpnO4iwyQ4@dC|YVw=@y4p7xv(*i6K6kzdXc_lQCt z=^xVy6Z-AtbupDJBKnK_!zi~1Snu0V>9v4>bNU+^3D@)?=6qK7lcPS$@=BJMP3WPH zFrqlIQ6J{v^X<O;!uXqH={K7NE-emLNzkBYp3O8%%G%y+q($x`&Nn|5#?O+*)7 zI*0&V>MeTcfZR1=#vRau@F)xzM{t1Yc^TKF<5dN>1`@L6nsDP$>%X3u{NnEgLOnVkS`+wKYF%p48KDGSL zpJ_pR!~L#Z*S`vkdt#U&Nh5-WjIZ6U^<#onqJau;w@wI3jkMhEJBq`VxU!M9h zDry9WYpOylT-yZ82XY=T)Vc)FbSb)7+%0$*d)Gd0**igX(vbP;w{3!5nlCTMuWuCu zXcR6>q1FlN0%reMHE~%W`%`(HMR9)h|J0&#U21*cOF^j|tv35fkKnNc#g4Y7UvPNI zf(z}phXvf-v5NhVJ_`O2?&eY6j0hI&nF`g%sXa#=gBLCymh0MSm;r$ROd2EiY#6 zTu4uB)1o*2r%#5h15J*~B7Whe@5FvtMBMY;V9u1o4`+vzaX&?rwQRrT;h_v-&_7Yh zJQdhJ4=nAXslu`F_w|RnRWV0qdqZ8au&&Sv(z&b(*K6(~j!#rk?=+Jyu~ilJL)U9u z-Bsaqr6TVXbsn1CYttj2sl$Kby-oOC4P@_~UX|sk2?F=eebrZ*=zSo)Hmyt(;_uEA z25)M@tRcvQUZ{!4je|;!ftpxT+HdJ5tBC;`^ei``?x^078Yu!kxelKB>O(-|CWWlZn*@~Y%u+sffPg2Tx7*D%A>e|i zIO(a7+p34xBIJ=i4Aex6T_W@$zN%=`(rW~~F1mHy^CS_xCeN{%AtE~Cy-Y514ba){ z6LKlg0PM;tyM&_#U}x ze%XnyZVG+whDWNDry-i35^nw(GsHg{kxu93$aovz^n19PjJdVfWq7 zpHG)<9`>hT*F)Ro^B+?nz5liv?>Gfj`Rh%yJSZqNNoo)3qd>9o-ec7!;k_1H?{Bq? z2H77iK8q`8*l9FdE9D~%4&P4o7YWtr`Af%I;W#1}ekNA3;TuA?{83t}r8V?u$Fh;Rw6}N;Z z%_Rb3q3OB*Voz{^$ zc1&dLV*lPW#)RJ0T^d>2Sr~Y^_C@>^7K~lOG$_(SPIBcgRyJm%a=d8&dsjBNA<9X; zTiBQ?sjNB^&xT)+;=#p>I8bI}iTcgvVyVcBFK$^}EcvlGnXk-4*+XvgdUqb8LuRDX zQ+bFhcN{6p=7CdUxaZvkVO{%t^>hjkAC@SuJNSzSJ4309^PZT3m_&ZO$B&PA3(Z*N zGCm5=-jZ7Wk`G&rx)%2)KCpRPKkdMuqr)|>Y&5#vAOUe7iM-TQEF&p_H)y)Y{i{Yb-dgO9~ zDIc?b9+yx3X^LbCc2Lg&Q%Gz39(4I_is8>f(#6FpkI`Uut+b83h63=)z7juH3<;R0fLis(NUtCoAyT#6TQ39$LF9sNptQE3hVyUj z`{~-u>up>d+N$&R*y;cDf8)f}em<2#zP3JlTf_V38FOHk&GS2^!a-rj+0KG`Hr(CBa=eB6Y3;9v z*Y=LH5SVUo(LS67kALfALTa*VWnUZXw_$~j`cu5A{Z)wh3yp4gj zBG>T0!wign_jhMiGw@P`;JD%h1GJW>J~j3X$Q>!pX(%%i^33?5OL9ga52#caM9^U- zucqN%PJ_7~NGH$IFi}DsGTuZ-e5LZ?YrVp}_bBj%O&1+y8$9>e^wV+w)Gel479C_` z&rl;_{wv?!xya%z4H6>08*~F`I8Zx%H%gm^OUqVI*v~(wQWkKLwAC zn{a)XHKC=o&E& zYcHf@liZIGu~a(p=gzYB5ay}R*(JflF2Z%N`+V(~Fi)3^t(Gi|r=i}DXMOxH6;9zN zKBt_c;$tRlN%006+PJH}#0%fw!t3(OfBMp(;?3H3aVHHnAJxwsZl}Uo_5Gz??o=2^ z6-xM~Qy@0y$D`_DG7?)=MRs(M(ZEX-Yx_k;oZWYp$pjhhHLn-@q>(XFv!rlz2^paU z>KW=MNI3kcWk=N=L$Euh67CHcz>FNf^6XzCo=mt`FDN5ou(>Pk`5+OiCq%Z&^$>CK z&Z-yQYl%qp%zK_ODCB_>1+&&A1jJq1eYM|JA0|t_b%(_03AyNz`k58FF!{&Lbtqvz zLbtvuMOW7!GHB8!;1~e6`fanpGBR;4C@lsFGff*H??%Bm(n63gcwOln_R|PuCtc#D2 zC?nx6;l$PlO6biB;2TdXf_kH#>_$+;o)i7|R$43Io_^Xt1}_z$=^Y!H9Il8qQ`*S& zTt)o6y`kWgyb{cnr)GBjRD@b`l}*}FMXZ)QZN~bc0M`a%&WX7SX!oDa-||`x-Jd3s z{EcPdci^GUrY3m|R8Ns#CMbYvLH8RgRKOF5eG6>*6u@x^=%0I50V4ylv427p;IyQ- zh(9KeLt$kMNlSUG%hb!vrO0EuS!j-Fgd8H8qOCU1QN-5JCy9sHN+_Sy@>_Xb319c# z7=FA*8QI@u+r!0FKsoA?JjhVNn1$Hmv_&d7_*N>zX7ztM+vvJ1R%r(@|O4GdbZuNw)|#3_{mqqS=^!C6%}{ZFhW)b0AB=G@hU z-mVXA^8K3V|1$4jcc(Vo2F3FSNIEdH!4#LK3uDDqsRzvTzze!)CK{@TAD_L%2&?qx~B(?w2Ot-!+Ln*zV_kmMFdnn*2?T865--(<~Xv7h%F9t8cl?p zs5A87*aXesU+%jeVAa(9m56CU%CTY*0~ni^ZIKu5$4Ie-KHVn_uvcVhOqDR#wyzIL z^;IX~sZ#br&QTIx{ds(0|0NQZ>=o>hyi7uFl)YBGkPj)9SAuc^NocLw!EKT!A>~#9 z@p+RWnmSTD&Xa|?e}*TMqDIDz)2;&r6=Z}wP#J<61sIwlM7{s)F7lQM&!Y>!X`f-?b^r5%2~pvFEGd{XL1m-4gq>0D#)h?7`c?03 zY;??*dv}%3#wK#@Pm-{2eoM#CHsL)hX&lr6khQ}>5n zW}|iJz>21qY+OE6dE$d8=U;VOy7x^}r;r1(nM3|U9#|!+J{54CjitA2>d6soeCexa zZF6U%b8-K`(HS-@bZ*{`4&mTn)5VsiEDjG!DK6vRQ^pPdg{$sGJlZc`XnrTExZkibpPfx?H4AcT{~D;2?j*#-DkegMCKMw_ZjHx#fpp z>T(7biO2Sbtv$(wf$OsV!P{I2v1FX}mJ7<<1D?P7xOnEfi!v@8&w5L=)!50!&@9=p zqbs?ne3g8Dp&=Jf`?FW3=nLoBeb_Lvj*Eir(&lql^Kkn@MaQf(9}aPY;_vM2*y?75^k+Odw;fgp zv~kS;oo0m`Zg@I>ixn*TDq`NdSYiB?(e5h*D=>erXT{yI#Nm#?PR}q)P@OtUMFuQk z+{~*~`CtX7F_Us%U29NRD=uz>HG1w|P#a%ijWMPDpUtV(&^K7x<1k_c29s=_QEP>< z)ryl%zE%hjYoGq-noDdB@>ET`N>4)S7gjv&4OKpS3;amIzVsoUQoD^51z1FFY?i zEd0Ge8)f@cnZkK?k9ueISz_v;@8j&~uFF1u-Am)(M*In<;QE|N~ z)i%Z)juDhnJ9P{EwQpWa*lvMX#{9(^i!I>w*YC{2`4%v7e{SmV+#Kwz-wVxPj*di| z)?eq%@P5K#JY$|2*dfDvp2zVqe}3b(+;66sKebk(ZXX|xMn2=F5BSKPVoC>|n>$ZPPvGUg&`@v=&PBrYAueF(n1KW;Q z%=*a1?mPc?Z3RB82V|5D#=2FL6w%p5*8*0yV>1g%1tL!m8M2TV7A&Y8W@2?wZqAu} zCe#~zs?G^>M^=?1ZKVhc4=n7Gdlv}(Q#1VhgMV1?x~OEA;lV=0+~DIC0v3Kuyh)U# zuyCB|JF&5s31J+_JXpj8?SlG)4eOcE*C?U+US^_bsaQT~77JGjqa_!pv7p!5RAx&R z<|O^Pxn+th*|CWj<^Vs_w>)?#%9D5zNLMUmGrbNl6 zfvAvCNzouO653SAY*0o-lu#6(R8*vlLK468`{P@G-Pdcr$8%k;=f2-HJDnJlRRl6+ zBFa*Z5s)7Wjd-+%fYM+{&Wi;EG>9SIL%{@wzo{=@*+!t|hS#ezAGvW`t77vp0s%%Y z2MN= z5oKVd$5uyg3kGaQJRfjAGtg?ipeUBj#1+pk<)vCoglPzhS%@&9l(r|Opq7DO(L07+ z{1|vybvH0ZfPss7jDo~-bVRze+K%wiVX-+g&~hmq+YDQ;`nJ-M8u+f};|Lv%i;GvC zAu;eNIaJ`HAOis*EwkSD=~&RS{iTZu9m#!nj-G6x;kN9iWhabi_;Iqa>Q|=@PHipl zd~k>c!M?3#`a?8S)H)U=zonth#e+ZX0}Z!|!Wu-5(oh&F=wCFTgU3bR_B(~^Aae09 za?}%TbR-XNbJEnt;+AL4yic{DwM=BJ-ccJCJ0EMdW&hBL%V# z*YGPBlCfyCTXaoR*)8dZ{dIX`2si8ka%nkviu~x-#%P zpBymeDh=W1>mHJmq~P5>xH~9J681EYyZ?P4VWwz#P4Yu=JW4xvw9kTsg$BcKJ}8pF zyr=siv`QRdvAa{h#fsy0*4aT;tQbOC18t?MM6vSE^M`v>MX_q4;?~GRVd$z~KPM(D ziY!^DC_8RE>cL$Yoxd>UB{xZ}fO_yhjw7T}#$+CPmR}aNcpMPZXo$JXc-! zib724$9S`rC{&CRq%&MZup>}+;BK`D!pLQ!;&q}J*f?Kb$W{!`h4$aq2oZy0r{KkR zkz!b;8oVfAvlyZpBcCob5W_9S(NeW$QS2^LIm+)Kil*jR8*3FY`0dTv;J!&5c>$74 zGMj{3TDOfa93z2oIPa=*$3L`;Xc9b?M}l8m(@Rxb5=Me`gon*ZNDLa;SSmz9uJFkC z{W}uqt7#vq=$AxUY@)0287b6#Gg-V@OB(k^KHD}qNyF~=#o#6@X`JGd@*TI6#-W0{ z!{2zMp`M|Tr(Q0FuR&q84Qwe?dJ7~cHA!QOtK+*hDzfNYfBF{fg)FRd2mNdg%i&H= z{lNuEa+rU?W3Bj2Iq+=GeOt$t`L z9?@1F#ihy$NKg$C=6Er&)&AqW4n za+p*;s#sMkkFV*HCC#%6$Z#WU&K^^QRz#gvmb4N`A7)lRHBWKUmD!GOQ^BKOO7ExIR1iU$Z<)4`jM&Xg zYkqk$YHW%gnu(FI_!5>4jjN!wa98`SP8H}Kj+QPeQ^B4KQ#M6c$=DZZSko9pfw5uX z)6@qP)K-~3a;&F7KUQjP!$+^n#Mk&2C*lKy(-S?82Cah`RSt$Z$`#9mwW2CY^2gqc|;x6g9rBwyK&>* znTtba)G#o)d$hfhyWWBEOQ$w)*Xey9aME8Lc>{g=%@hq7c0IYoAFlz@;jc|GH5wST z5nH;gRRhT{B%%USH1MRuj(N&U1Iu`I`MjpoLC!Z+?0%&VlAc#-!Z&rKw?x>L(lxQd z(KB}bxF$$Ny!k_9Dz>;QM!h;gg|THTO(c?vh#^DAqr18Dvi@4l^lB=SE_a`9;o@?0 zl1JEEP56G?dOxa;3WL`fiuD(?(2)CCe}lL-K1vo=YHZTR{Nw!=YJ0TdvP$8n>LG2U zFz=nwchN?^q4l|d1=>(xQ0)vGw6HqDE9Kf*ZIs*-I{Jb;=PNrini?l{U?lGtGPjY2 zEk};t5{{=q{8zmnh5O%Fv6dP)Ux9xu`0nJ~Cq*GAVP zP`aYY{4@`N_iHOuo|_XmL$1GU$|7LvU+IxN$wb7R28$PIOz4c$lM~JU*`BM0E>PtN ztho{SWHgb$%&4=TWi?w~AzfV5 zo;Fk})J0q&{ng$HU0m|octcx44-Q!p(L!WB{QA=^nlz@1g2l3pCtvBJe^Jd!kz2a( z%F7jc;H8UirxuUzan!|mlRTboZe8KppvBXPdf4q$`)vHa9x5kh0uGJnVJ@mOWLKvi zLZep&w-oE4$7sgL{-7Qj=x5*9+v#D1*GeMw|Le!L^@LCALbm2k_O1#&^y{cf8d&RN z_RPsKZBKoqE47whIj4`%lkz)!kq{}pbqq>(}u%!XoWlDpzR1Lt?sQb8Z zP9HDY%ih!4^dZ~vNcL-zKCEK=-5&?);}QlsM)?hJK+Wu+bC>}VPDK^$y<>og?(OGX zUK!x{%3<9Dj|?#TPN_-nmI3yqz4m^2+5isSBEH-G46ynHQ)O&}0fbyP)I?|-Vphlf zd3UuTLOd%kr1cr1b*L?LYOxU#SVebcDMt8uGkw9f8AGIqy2q}cFhqO9GbtW!Uaie8 z@i=asz~U1VGX+Kvopq?33^9g??CY=EuZ$6xk$cmBo(Vi|F73NcH^Js9O?|SJ3EEyr zAJ4Nk0fXLqA zBF{=c+YCPIj(uqJGy|W%uAMMphTET<-!o@T5%Xw&V)n2pyoaN9wz17oCCs<3zt9}c z_@iT1V-B*5<}Szi98`@I4Iky@fYCKwck8t|(jC*vE?+lC{W?R76-&*bSXBD%im5s5 z9x1y(kAr)=jbnJeaxiUhsy=R%gC^@xiTRoqcxPy(CdO-lvyOaG)t5N%%5>gxY9j}` zGM@>=|2D_gqXt^e$IL^-ttQ&_d zkTd(FL*BsxhIe-wXnx{=`nh8eCpobBvoz8T9OPDaTWtAYj#Dm8D>R!q_;|zb(zEpz z&=_UOS%z9*o5UXR$LF~9PiE8mJuFbFHnk~RlxtUAzCUr3gRG+4uAjX*xLx_O-EY#I z%gP`TcA?q)AB>y^L}A@t~7bZL9ktW499?j zRl;r#vZu{)Vogi(`ebu7zNpKpG2=kOzxC1C8yuW2;(H))jDt4ij9c;tIp94n?3}N| z!SQ9MZwgeHBe;KP;+Bg!+BenQI{n%VYSULIbRL^Q`pu5TDY53rHCiE&S8EQMrQ5`p zM)SXQrU6l5${yyZX!f#pmNdsxhl2iwLNn}KR3heQWro9_Mlw%)HbuVIo44IJ&9FZ6 zV%C8Azx@B9<{06!@Pipvyd0Yz3^RlM`q$SBWXup6l)mXufhj7xBC58knZk!UIcQvN z3Z0+zk}0ZYFwVF6qAU9k?`4AmdOtF40(q+TPyMqdP?vlz>Z51^iElqX z(N7rTTacN7i-u-ct`$A9l=osO9!aYV|sS$i@@0C;u7$eNuNy@s%2%|1M z0~R?($e*mDTkST&gv+Ol*;j^WIK4Vc+R+ei&!n|_d^AAtJ=0@8t_G0!U|Prcu8-PA zV#ua@C90*SETg9D! znd{v2hxM>!{FGwdLp?+vxwqq;fj)AhPE+LF^zqzChjopjkJNY4o_dn{SbEThJ<+0v z?ca-jclzr={=W<4dhYyv{oJSZK6k#Cg{*(HQD673O)hAV_3zTfl;Htp_%~hn{Wmvf z@_;+1hu-!F#p%L&VCfnajxO5Mk9Ju7$3`7T>c*)kHW&i!SA1A(M8E7JYdv6LYu0Zy zUm6=my&J@Z!q||^E71+{`-jZy9V};VzFE+^U^#v^#96B^I;OI)L_6g6mCY>fyjGwd z;blSBEisbk1p(75f!Pt>EPUSIIQ;Y$3pIl)x~$S!hzTFNLAt@hFwfiO+xu8p>{d;8 zUdqDp>-!>-7qf8W#`hm#jRaiZpGiv(B;c|kJK=r>fwXa3y%s$d&I;7ryXnG0Mc~Qy zhg|f#H5+K`$O2nqr15|u3;trePQ0BZuq`t7lr*=GdE)KDq|*dscDi+6s^#`OW!uFk z!NOeOl|DHw7KCo3=$sH^p^L{_RxVBTz+=cq)q7Z zaVElryNKH~0&698UYTwu5bNiDZ_6P93F0}IesTAIS~XCAyC(tJHKa;K3-0-N%Qiev zBrxCi=hRFW6O#q!3-;|}!pkwpEdLJ^XYcPk{a_7&3Z+Z(uFhN@Hqz%`>rG&ummi<) zE&|cpO8mdua=$x7Up$m0uy?PyOhq#j{UQbPO--1XdTng`Tb~Jw2S$;6f&?l%4y;RZ z;O=J>5_8=3=c#E>&v5Ms3){yVR0vFIjQefPXCl+^V;Do0TW2I0Arr=c0!hOush*CJ zy46nQcj&nFVv*IItqfFA*Pefw!@vjMZ&6N18F)LIwEMv}21p5f5(zzY&~!C@8l31b zPu=BHexHVlfW;Szd1>gMh~NIoRR^>MhGEy8bx;&X+bexv2hI*V4^Nis;4HOvUu}>M zr1EVS4eRQ_KbsNLU!;xVv>4T`Keb@em(EGtriD17=3H?u6{MgI%r$CM+}Im-MVV_) zlIz4o`tgnHR%9o$6sA}L;_I8oZ8Fj=fzI#0Hq&h@=cKLcMsKX)sSql6kl9jNWE zpQ=JzN^Jj{)v9e9dz8NN++dtZMfV`ZPISo&59YHC(ouuY=ivSMb( zJzEN#zq}RwK0(HEjUSg2PLmP3{d8F7vk>ldDo7(Yf4sm^#(`_%PLm6jz&)-u<_{gF$zx0P zjBMk8EZm!B4$prkgRJajmZvpkQTfK?#EuAAXi#4$Ka-P%&qe2t;T1CQ@m}avKP`>) z;^kd&OlkBcEYb_sk%CO(&d(AYNnE`0(_U+-1eE!|*5;;4;B#v7V2-FH%;PpXZf%pm zdE>d#^ zKlI^Ed97d~4wJ24wh6uyLs`aj0A-~ZT%tw(D;X1o#pcOhs{LXZ?;_{Wr^T`GLRLeS;O7EOH;TKKiCYZ|%z+GKiKw~1r#X#2edtzu{rh*%`V zb;y~JOCJC8ecIuXnQqa|Vm+5aWh3dyL$1OJh z!~ewv+!h>ve^?U7+_a|e9+QNU@1oYX6%x28?B{f*N)j0t^X)I4k;12N1-`0z()hL1 zpu;Ih8vXqKsk*7s@VA`&E;A(sH;c@8qfRL##+~b`KPmNh-)l?O?lR`W0!1Y z@Q1I?=lgtFNOsu0R;0+{YU@JLE$9B>|NQUX=&6@Hk^${b#)=DWGJoSLKW?qa_#%hp z%Sdr+?#m;hN67i0uL8U;r209ADd6G5Kl?+kDq!$YtfOhN0)lg=iAOgT;FtGUCu5re zq%VfMeN0uvhZt7hcPOLKww1FzR~h51#Oa}BDv;!L-Y1o+0{gC}vMuT=I9ASiWg)JD zUeW%O>FvsRe|PVa6KoY6?R_ezu1p49>_4OC&19rtXY|i>GRjZVrh}8n_-|!WCeqK;^Ih)xPUn*N%{JO(k4+T$TcVg#^<>ffQ6HI&Ny) zM1g1Do+Dp1DDa|L9Ny4CM#Z+i#n+CL5$MvnlC*=2YNceG%^_sO3P**n<)Ui208+H9xb(`<%75RHN@VGkzu zb&=7qTQsw>l!9}a?Ugi3RRrh7eC<4<3d*)C)keAhaQ%h{`<+gyV!x`#O^EuOjbk|xoQRfpA((r4g0wOb9|hi67^HLJlf=I3SlBXyK09NzOuP6P1{JX!QS4ajZy z;Tm-NpB;ZaP-g!T4V<7ReD&pM;M%J#4Z4lZug%BcJZvqT=*-w>RSFsc;TcYMJw-f*wA9^31pq1NB`H1)i*y?S0+=rwfrH8a-2nzc09;sGis zXXZRlwou{wa?VQsmKJK##(EpnwQv7LKZJdidz1NHLB8c{7uaZ}pZy2Aa}t0&sX-(DiH@Psz(%ZA(A{d6EycWhc| zB@J&TSFf0OPeVuLws+<}bl6>ex%&5YI@bEo*G)&$L0Q_L-4IMi!=n49P0Q#Aecs86 zS@_R(PoF^OjP*h9)H8-jg!IZ z>LZvGoPiGec=>{WKFjm&1?_)^L>mMa6QVuC#jC+TQB6{aM^y}!gV z=XK4VbW9zPJR$jp28EpIgWVZ)$Zi*8pSNLP@tW*%J0}L#to-(8~C`mOkY2@8i)DbqlQtWa&$}J1G#L zwY=6^GQh+W`jEq!5hm=}3OnRd2()eLHS*)?ALl}S&L1ZhEbM!Zdc9>P{w}S;& z1EU84YFr)Ex~w#at6w7h3)UUr>W~rddeX5Y+;w8>4rVB`Ksv)-YaGr3p?a)S4 zIVk&nDI2%DL_{9zuM7NrRh_bh+;O< z$*~$kgWUW`HtF>uU5E~bMz>G1QRK2_o?r(Xn&$tFG^VlPsN%Mp^KB^04Sl%z;9RAef; zh)SfskBk{qD8bT6?c|oer$w6)TkrLeJzx^7m1pdq%A@ zS%eBB8Yc~3-N2z#eyP2G0KPDu`bYN9X%{LO$bZS~*vXOcDpou!3KatJnhQZQIJCF= z?Oc`1S-(oaQA%w!4q+cBeZt!@pfgXfF7CpiX!Y2ndMXZ`l&bab?sD`kNA4KX;_!ue zrkMkM-s-GID$PU@f>9T?k4T5JuU70NfU?P zkM=Hlw;qQfo-nvz#Tjq-m(v(GgMsu0f2G_e37G6)P=6g}ZYdta1sCOw=E2JoFETk16(Fr&@7n^7s3`^%M?eNwF_I zbUAvMZOT5SW*jU^CGh92YaZ~XK7IzJrrzZM<{ zSHL0oQktnp3kHWO{_fIG!Qj{1to(@OID8Fp<9+CegH#l=>9!9JvEv<+n&du*oo?K? zL&kmi(W0&Ig>eY%8nxnT!{A})^T@!<80d9nL_Vis5c6g6^c7JIE-0UsDvrlMHe+f_ zL^B3id&O;4$H;iQFYSGwf>r|=%R++Un=^#jts4wCk$-WeZ{ z+=GEhqGibs(w>SlfhxoD7$mQrG1Cpkz$iafw(-gTOLHz$^|53O#Lk&_wCu-V-N8T z0SuT21B&>xF*rNBZTI#m6s(E&l}C@FpxlBgaZ96c_*8f?Wd?;KF>RTVxlYWa}kc&>UjtOHR)Uh!+r4|K)*>dw(2Nc{|-OSH@MPResix*K|2*ihrF}XER z$QtmzrO-dYLu~(rvFc?rlfF zhE;mHc{2ic)9l}@9iza8BIm~u11lQszz+F`R>?Z~JKgq9{a-K&5f&3)H>aC|K z5VmH+lT!*5Sl3o{QZrr$)@EnF*(|ODG6(6cgQTvHm6b8ADe&S!KIVPC7=etb?@{MJQx@#ovNNqgUYuj+{JgNXvvR3V z5m-I?MkDey0#ZE&%Nb-IZS8RovrZ=SrDo%~Kl?biF$A=9)=(DYz3w$7ab&*QO$PYi zW1tH%@32gl&P5dV*h=-~ena3WBgQ={27xQSf>~TYDPVZ9rt6f#_i`h`aJIc;!PUzq|0{cEbKQQpM=2#Pggz^B8`59o}i#`DkZjBQv!vL z*VQJkJVIa%I5``+B4AW>4Hq8a*x^4Qp1&>>Sy=a2Xx}CABPa;+v9zIZiN+%$p86+y7}`rqb3TNY%l7a+eU%P z7v1bJGVY=Gvt#KsI$*aWOR+V80;P7Z?it`@zLb^@Z=@m%_;&hk;x~K9xHzUwhFs+2 zvHYEHk7jB(_jdkX&&M^T^+#RR~a`muhX( zC+kzKT0=Vz$FKj3H=jTA`Q@C{r8{fQ@$-DVGUL_<6-09I=I`lzoagVy{Jmon3dQ9s zP{=jY$WFFGpq+@D(eAw8TssB?#=Rluoh^EfHf7kF`ZPF?%-;tW!iL4mt1 zeTkoAIXLs{PA)2F2=OVycXoaWQU%fDh z3~qTh>We|a-x49YAPm0psOMiI?VFz`M~&RqTa7}rPIMPH8Qn9eD)}O?X|ujpoYT4jzf-t zCK!yRl|A1Tg~3))jL+v92HU&8^d#TKU>Xuw^YAC~C)JoPP(ty)96#85?k+;QR%so4z<_Hc2H!t!m--a*rM@P@s zzCAF9!L7%HWCh8unWvNA2aSu^<(!JB4<;lKtqLXD2)GRw{63 zYv<%7Y0&?!bt3X775Ht_(^ftwapqpwKRic;HD+zRzsbJTnCDY!r5F{a>~*|+>&bqU zRr5-CI}IF1gnG^e(cqa#aG>Q?8t9+(v$=7R20~UIe4CHaAZLY5x&Im()b}rO5MD`x z+1hoKUUL6CD`I>fT&IHbgSNl{85(@MPsbl5(;$yt5kJyO11WBs2df0>AQ9BwEiOlg zEd>>dK5OXUXx2u7J{oAt)({8K_lUlDbh4XabiM}?HS*Z&*k6&5T*ryAl_Lfdtp;DXYT^nHVR;H}za ze#cWEDys@p1di#$cvfh{M^}B2amAlr_t1xqlh4m7Dd@v-x@p+;X+2H7RP|~ zgI7(B3>ol|cX7!d3kGalTNccG%Ya7L_U!yMOjx$($e6=nCL~|uFOR>=kx3g2txla{ z!m4F$3O?JJP@2pCBMX>d_{XZhxSs)kf+fqgWHO=3Cgatt7HdHU=H(2|nz0~#}+d(oWB1TTK$X%!D9=-8`bxx-9Y_c`x) zMK}xIH|~A8B$ovS|Dq|I-?CtlcI(^zS{8g=`uXM3SaRI%prfK83)DP9gZ%|rkdKs2 z4d*f8_Vp?)A5SL48YhZ6RWKnx{l_$y3k%lV{!m=>iUpaAJHv?IEN~3a9cd6W0L_n0 zaqos%;MJmYc5gZhh@XOMdYo9`Bf8?`pOq}wA)!AL-M|FCWA(oitC^6Qb>KF|i?y(B zxL^Ekv5^4~XBVmdS#1Dv7BP}TzgV!oE;d6Zi3K&Lm-V%&ETEY8$Fmo)fDvbWRKta| zbN5T$lEoZ5H_&(QUPaFPUnvyPw*LAY6PgLIbcrYDiMGGZVKCtb{eq%cGXn;4bNQ(U z8Bo=?8ZqtB2U+V5cdM;r9<7vr1@}0z-PTp}{xt@)#Z}1PKEQyK%+#yL1sG6y@&>-~ znm%mE*PD%1)d$tY;`*?T0 z6l)Yz)8VvcO#h8ZI`o(35e`4;Ah?Sqrt*OfVT_<_Nq6Z`a6vQ7#+wdnjCz$WDAM8T zs@k_#-_s!4V&~=3KpMDPtU1HnLW76dBmU6^G_cxyoQ^tDASivX+e1zU>CmSjhCwG)3Jf^}yT9k`f1r@?Vu87psarDa`y25KOQ=wOBaLn9? z#4&e?{l!m($bqE8*7-Qx)o`w51>i8JxujHZ6o$i`?~4?*VxTl^v#;?f20rU@9AC=fVB)^RQQs7Y zLn=0A2w68jhGzS!tKwi6+%BLzjlnm8RCBXhl6S1yGPKDbBYBNc)(Z*-c~6WRb|1yS z;6u*6yb25?znElre8GV3!Irq%i@}=enBkBn3^t!OEdTHSsTtMV4?mOqLVD98!#!lZ zmTWo65U)jnYx3%W1d?w#ssyYNu*G0{f9iPFpA4*u8VC1*|ea8Qa34^$`l zOT{(;_wIuny!rj-ahu$AEL}*R;;_|YmP;20zjir^6O$NBEce`QRfNGN#!0yfKMc}h z%dg96V4!9081GwzF6c6~j!$kyU@*L6MlSO_$*0!0I3CZyKwhZHE+GK}?HG?$T&@_D zuKVN@AWibo5c7~7A5mz}$o{*=0)#Ulf1bwoN^)#1)t7g zH9V1{Z#j2zRSVgV%&89VZ#qM+&+Bz8CHuPA$mObo=@f7(lb5}vhQLZ*iH5a*5s2ft zoB!_=$tRVccLv`_;azQhtie?jr08sI&@dL@?#4EBNAVhz}FS8)+R}YMfEJMMX`(XirA`o%- zw%q<&EeM|by)5d5I!Lp(W$rky3WleRj_?mFgH=;nM180Ve8;OhTra4=Sq+V`xN2pn zIMtq*x=9&+*knK0)~N)UYaV?4*r)_83hBYGqm`fn7TsjGD?rplNA+W6Whn3V`nLCl zG8FGTy#BD2GK3v3Y1^)?4DN5lv@Wk!1b$ytUiqXIF#O{u|HmL%c=%y1&eBW<28V?U ztZ&PKg;n97lYix4t&UZjZ-gA&6)`|!`(?oR+^%V-!)4@-zT5ru|=ZrHpSzf<#r(u zzxDbzLwB- z4KIS5BB-*7x-e8SnFql}1Q^Ywbsv+K0^h5s+8b@cFxE6)@^$qR=$Wc78QCWQ-@fnp zmaV@SZjKpwZQ~UNnIfUpGzDR}%$~SZC$I!!rMhG75(Giic!R^h4}Ngrrisl+F9MOH ztMymDXeD+4DciTH5kiu1wa#A#8(*p2VT2#-Z{o7nE}goERb zq41zSqNU5$z4-4h;$!{Gbi{XxKmzM8`KM116w92>ezkETqg7(9zwQVz_#^(1??exg z+rr5p2sr*6wJfFSG&$5R&%A856@P149hM&5k zk=RZ6=|pPfEdEC1Nw$5mFYhLP8rEAZ8*L>_Be<70^}Qoz?k?{pJG zi9!>}odX1KYLE@La4*r4>EaU5*iD?wd1KmC&_>Aie0x2U@RATayxCK=u#YGck9(P{ zKSZp3=HMrE<2&Je2GiA37$7usj$vOG_Yq6d9Cn2?bP`Qf&q`>T6GV%*hCTcD1Q9;X zu>G`Xl0g3T{6;!|5wYh_#hIv&5ie;my~>uqh)lkLC5wJ>!Jqxqv2~H$p!e~En5q&F zNbEESa&_efY3Itfv4V4iLT+@B^J5-xyAysy?SueSKfbv*$WZ{YS5!3}3KW3OoNiiA z&0>H{X*JEId@$OfSUGoB07kayDNP8AfYBfGN%Pmj3-a(sN<}SQ7>fT5&8Alf!kz2I zl}i3g;EbMX2O%H^HS(S1#2wKEIgvQA=^?);3|*n#uZ&#^pD3obKeI(4uit&x@2mu9 z9;!3-tP+Pql+3Dc@5Q0QSa#Qqaxpm8ct+SwRuq~#Zn$TsNIkdnW+u4Y- z%?_{nPN<2oeQwZ#;_OA)DMf*|COt*jT-1H$XE8B$VvPP^K%E%-7)?|}Lsy)gYx?EO zUv3FDUqS!>z3`}a$-10TJl^T$cBvsBG>W*}i&CN?(n1*VF$100960gqLYJ)Nj>WgBKMjsKU7q5 zta*|5))3EeW7q}@_IOutHk3Tc6m!4AG1(QvmUYhHlog#VBd@*9xf79B^|7Oy^Qoja z;?I!*PVtl46>cHJoM(jV2^O3QPNmOQuhO4WoDGFmfrrWk@vYUQGIWO^`dq^T&y385 zSCdkqfyg{u-P>p;kya%--+WD>#;G*Wg&*;#$2u*k%VoC`fJ7; zDQKTNSM#Dz22HQOI)o0(;b;xz;2o1i(7msBZL(ScQDt3ESLrKZmx1-<&vi<;aanF? z@{wtIxvQe@_fmbmQ)+l>vv$zVc?njukFSwbQ^yrsVW!ZuIx-!nhT8XNU^0$n&qw9MS}JH1`Pej3$Z(PlUJL)CtNNK~s%Ue)VP#e=Z5j)GbYl9+O zR+c`hjWw#8$uTOrSToGY^%B#=qrY!wtK{n8)Yw|>B@X%+R(4ruEolIH@51=Jody`* z`Elhk0WwYw{`TcuA!B8^bb6OL1?_@PqvpjFw1yr&Ts51D>VjEK7Xzt?ZhR|$^cWR$ z3Qes)jZ?wdY3V+4jt0e{+m^*FI-Jwo!c8;i@G5v-)F{UQ(_~L&tTzMs3iZtm7a5o< z@p6^H4+b81T&QUeH^iHWkVe~SL;StBNjbxt2^H4b4f+?DV3h3~o72t2pUhsh9+D9z zKZ=n>O^s05{Be)>N+X0CNDF!2GlGXpk(Pl83n7b{Rk}7T?6J7crL1ScWbd=Ymj_r_ zK9)@A_n4X2$!|IoLTBN)m7eDZsTsW!@|uFKY5zC(vB$J`>}NqK(XhCD1q&X1BTCnG zS@29*TcbXog(l9`o5}tx+&Xvq(DB3>u88c^7!PM5@@!DMwiDm(<_!T)br!B>*uRW< z&ELm{t-aR^`1^1R;pjOUAzy}5NA_>W zTLFfc+IhJpk79@ueNTVX^fK@;yS4s9HUp%gXX64)2E=YVhR{FJ@yOcZM2sZkAGu!J zwN5^!|KshW&xI0C(UEcfMRKnl9o`P2XVyy4kq%LILf$M8dO#mC+0W-0ROrEye8tcu zQV(|Z-7O0b>EUeauR_~qC!8WGIrCoK}I5pz-{rGwU?v>3B zeCeSMgPPn=PoNIz>esEoZ%3OHO&w3%J#Sm@S%Q&;J9ezMS3}zS z60Hme6?E533Pf&Gg2c`8+pd~Q|K!HDwYz?^lptA_Joe_jBJP+8OG#EJLMqL*y0c(0 zTqfm4^A|0~60<)?7JgoYYoa5r$@=nGX|Mj?bFCb{_^h=k^^*fp!pZ)vu^c9Q1E#l* z%fhH3FgQU|7M&(Fwqd0*@INw3^U7KoL~&1fCmfVUeu0z7pGav)r2JZaEl>u257Yon zK(fD=DEiCbnAQ&aZXX#uPAVxZy&{7bLeAqCZ%d=e>sGC3jWj0d!k#J>(s;B%ZT%Jn z89c~n`_1Z>!78yG|{`xa@8kvD8}nI(if`vEqummlUEWjJ7lrrNMqV*W-$!G|0KF{<~jFAzvx-E@`_Il!ZOUv-PC#WF=Qw z{i-C)^fiAu(IruYp^&bOg}D5n^zjRQNvLTm75840M2NU|;gxAgNb8zTh4AfT*CgZ( z3Q42tpjP1B25B@}`&~3okb#w7=l1O!S#Te2s$5ks2T5PrA-U zEB0zk9?9f^3#BjRF~yWNRp-g$&+TiyOUvcK9%z46J0OSUM^E&9^pi)+oF#7@p2)$A z&g*(5B@b7b0Wn&hJRYBUE~ENT9(NLsk4dR7f`6UW!CNkiQ2q6L^vx}cP&g9H{9G@O zdiUJ?z)y165_JB+i7T?$6rAq4K}+r*DJFAg2lC&8LTQ%Xjs3FNVfJxw%`X{9)i3w! z$&>*r-$CGNx-@or&{P9Nr66gQ6eX^{5Yt1s`mfjvA(EJzH+SVi+|GL9o0Beq3tGX{ z0G>Fq9o9#Vbc-RpB6@k4_B^bvU({I?BaDr0*^0$^0&q$)jk+N*&1tvHdb6cvit|D6 zg3tcHlblYwwX?Ire{(h-O#Muq9_5IZ)PLNRGR(PkEqGI}_z#ZN8`mmP^-hjWu~-VK zo^jlKjKf5#dNX_T9?zo4*li+VOQOkZ=dF7jL;h;&kOLHE3Lu~ei7uwWx8EU*eAr3s&bFw&JyHp zD$f|~DwxH~H|)P*tvidSOg3vM51i)iTpvQ}UNg<*#RW#3))3&m3s*7dY7*qd-fkft zs}|yUrIZ%QwF>fj`zH_PQU!QS!veD{)LFb>`KakFYE#@E2Zr}HK>=Rnz7yh=!-70< zwYXicSIp*Zpm|@C+AqwLq;Ax^QYyl0dccrn$P4rAEH>%=$(zkv-1R&ufA?(OqbQHp z-y}qMwkghM?bsqb$-3QUtHtK>idJ~nZf~0Rk9vz!gzovy;R$wUD}8F2&0ElFW?k!5>rH;~Ff*g2mHZPGFb617VU| z6-(a``fQ9#u<=mrJu}LcGlZE!&@XPd_@QMT>>=*D;s+EHy`Nn9sF!{0iEi$73+^O4 z?KQW&CMLgZw3X}EmGXsNa_^r!ahLb2V*3^Dx8!G|{VA=SlDs~%)!m;s!GuS#SsQye zmpQ?&mGgga4jQ`l*fk7ttmS^H)U=Ioe(&ZaoJ<+x%w2o>z4g-x&e82EDcqiMPR!() z)lKAaj(W`U*|G~pIeGP#v8&$v;si?fypOOS=cFATi)s$|%W>QI<@N4Bfa7{wm|Rh)?f*&I3yag zO?4qW1fCWb3@$`v;bicNbCM8N~bFL@fmw5^~Lfh(zyLyD{tXz8RUG- zZtQH3Mb3%B_Q5$^oRXZN4{i#`iQ}evUS14Yu`VfX{(mJZIq7I_gAxKm z*X`>nQHFTt`E!TgslcV^&&JG1Rdn_YYKT(QplPC1oqJOa+ZQfLGtORuM~OOm=8@`9 za@lyJS49KN%1do|XEeZ2{UEgTkp`0D=Pb^0SPDNC{ld}WrP%zkbXCZerAXYkaq5V; zCQfDzw2oZX#HA&|_vbAoz}w4GsmqCgVzN(&c_IPwza{oDKNH}u%#)88B%o-*{!HNy z0^&NBH+BV{tay++Sppj9vg{J**7b>sga1g@q~!+FGRRp&$s-wf&^7z^W~1g zBy2lW$$590gwc0a%O{ih|zm;)-kgSac%cJ+QpZ#xgiY|>*3F}~%AZ=H2 zvJM6o6c1K?)Pd~ONsG?|I&eSSui+%A3(Ga`H;*rw;i1bt>oXS2@W1ig**NSRuZwqc zW40-O(#0+ny)Z+f9=;AouI_i&!*TOB>L1hoH)9ij=P|a;aEa9&+O}hQP^q})xA?gp z#%La)GVAoQ>9EIl*{k}9sF2BgQmzlnYhMp_y!iiFSQX{6*VX|2QTr^Lt{dPlL9XbC z3>iVMvVNv0li{iH_?UtV83zfG2^5PNR+zS)tq35aY1DLy(jGF*?TeOvNt|I!z|GH_ z>&WO4sjMqdqTq1)~;2GFog3>Na}VuiivK;j)2`ErAq7o0<1iMN@F-h~H>i z1_k-cUhK9!LxJq7z<0gxDR_7(a_^Wp6+e^ZB%{_-;g(J0$_G%fTT}Grk_%M0isU)u zU7MlS=OLcgLnAmAtV znb5Jse|yqvcRFfLhTr?{N5>zgZ(ZarI%FyXSEj_#acyYl;DY0HeEF*xmVA?rU5ujO zgClgL9d4Qw(`6ui+~rg@zdk2yuKk*t%7Aa=bK}Ev4WT%oUDf%W0du2<#)jt%oE8vo z4$WgAE8S#zo4g?olJsol`x&V371`;x+7R-ZibD;}hG@9mV>1&=v=%%p*)_v5S;L6)hD`8Qntm-GWS~ET=v^nyz<6Zt zIfI9EY!zhP5r4|>AK2Pe!G?T)CzN*cocUDF{~O}UKtYMq*v7m3e&O-l-&codp!hqQ z9p(20MhJM77SBI)Ycf1aOK8h*$c8H%y$d8y#5vup;ts+*$R_jq$w|aik}ZYOTW#$??lAT z;Z%#&0!>;1~tZ++;$gwo`K31rXkw`_s`R{e<6*C-eeq82tiV9BS;?>k( zDulKh#k1V0C?^g3+N$&8@!q!y%@zs{QzL8F^W!=+W=d9tK*h4}HU>x2sYoa-D7CJk zqE777*K{5guYEL4ODd^&({8lAGM|bIUxu^aMp1E$XkIDgO-0CFQ&!?KD$ev91obLe z4P8aKSyRtw(4$eW%)dv2r(dV^zB2y$6V?yZs%VHy$yVMGO~ds8{VSi|(hzVWI=+HK zhi`0ha_tT}%-YU)7FW{Icg*yUels2RMU#iZ@6)l(_ILlyTXal)`}(3TjgH7pOooTwj!aez&Ic{fJ82WiZc>YEHyn>{W9)S&g(zoZHN7)G8fAK{{ zBO9(^K~?J0Y`EV^zi%mRj1cMBX*&AG*e6pl?!cG*nE7Vk2HEf_+V1&wijDd~`@E_# zHdHkG=Z^UsLuygV!@4?S#5qVT5fd>%?!|d|X{ILV@b4-#TW*3dlLZB^HNk^$bF*)% zCJ?x6`O8q$1ogz-Nq3(a<0o^+Gw&b9m?ucH{>?FgLODDCj++Vcbo=^?SIx-(&2ysk zg%UJOP*5B0tTb$lQo(~dhZ>FHY_MCr=d&@2giiZ$=9nP)7p7*nf$3Kt$?xjwTjS=x+d8p7kV|*#vDfRgIj2`ib>$BLP8T-qzspmEj zj4|l6C|+}%jZc-ezQ!D5L>|3A7!z#_t6XPQx1t&D$?{Ehjxoju2Zztp5WYW(dIiEP zV_Yzg-_Rm&j5EjV`}02Y?{WUG>sdu?P_+t9G`?p;dT6=WUu9!dA9=BD$4X;LD+fA&F1MFmB#*vOE;i^cod5b{+YvZb&wY7qC-XNZL`cgMoW zIu^gb->Nh{n~j3?IWNSQv(bKAVq%X6|6N^-mXgwBV|EGG&Tg6o=991GqBmH0ch=PQ zZ~_Z2ZB>t|uVCS5KwPCmhY@ZM3bUTa8sX!k^FwP|jF9Le*XQuY2nU&qSei|MTb_OlXhK z`g1mwiQ{VN@{+ksyqL`^txaU&9${BvqdOCiha1-Ow3r~*zsr{WVu)3xtBVZd4bhkN zPA}2T5Ue?C9*9WHa2b!TsK@5#fuw|pc83`fD?9z8^$qbMvq@wPzrJ~K#C-JKQwA2V z{Tq^Az`*stM)8C#3=CQfwXc}Nfb8>!A}T-WFmeB8yuyTmcP-^BigqzTuZ;{|=r_Z^ zJn?(Z3M^W%K0xZgo0D!^2N}2&H3t z@*X{Q=-y02h4hZkNij62 z$7*|OSJ0rDDq<;ni-y$s#TI#&XxMom+bjA44ZmE(mn{q9=XY&?y>VL_{DgA;+KABb zcF!K`s%9#VYo4xAJWu^6YxzWwbjGMi*6RC^GDt5bP3&s)gUQ?+sR@ID*YtSD@9ST(3c_C8PeFV~%(N8Byhu zr|yQ3VJuORA9QVIK56BJl!n?FDowRvMTm7e(h)RK&h zE1mMI`1R&i?G3N?Ju`s+HcmbBrvX|$j_+wUC&O-j!7TA$G8R2O_EnAFuTV8}UHsC> zIIlLGsTEDefg3EJecQ+g33457;n!`AU0Z@Qz8YXrrf}Du0|waCeR4BzmI07S{Ia^u z06x1t0-h51`#wzQeXck|Roy+mzw-C7Z2hva6E_V|n>$p^P%=PL?YaG&P5RiFwjjd! zq#iWGw(dSTqKl~-n~u2CdeD$ev3jylA4Fd@zZ<{wpceHuGre065ARm_<{#F>-IjsY z>fn zSP-QH`@ZtH?#()Ac$GWqE24u3Eg1nFZrX7AL_A`fp#=lm_>E_Tw2&C@Bfn=h3D4di zFimnG{TtsWw~`>aUF)CzZkxgvj+?YFX)R_EK1T~3agVD*V@dz)YtyPr!VVKrdZRt| z)pr6)l-lSi&xrr@My-5KYbB8IYuY4CscA+obKRw-%qD?kEVci20}<+P#i%{2iC7-i zUtV^DfR18*IOh?uIO|v3HxJUk^#*rew=K*k{Tu(!4~sg7%JE_%@~oH+^^0eCy*(%F z(<~D5vSV5o{379H-;Dxaw6uAhEqe;iC|J36cp&4y5+QZ(68%Rg5$^{z`cpKCI8m}P zK~aQ=^@{TgR4R$clAJdYD8RR0H~u7xN`kNFO)(=o5@y8(#rMwPlj3>u*L@<0M(3iO zLx{L}u+w{q7!gkX*D9)R5`aV75{{}7vFFj6e)TpYVr3+cn=c{Zx~_%57Yh=$-ET;< zaUsEJ!NYFZ`6TS?TC-xuLn8LaOz$;GCBi7hb7+kV5ht6DO|;G>qBpw!Q}THt0uC&c z7Ul2H!6PP0ri_GlLEnQT?vWsPFIFI_g@jEuIkL%x{QJ46w=}|w1aGVKZ$;uHe0)AR zwDvX;_qmV07i{F;>-d+IOZ$lUzERirX%q?Tp4ckR$|9k-OT)P6D+x-`K9jFYNqE4u ztDe|GLci0u=1@)k{r8u~TD&CU$>rN8FNV#qH6p9(?IR+hd8$wE@ZX8)-u2E)Rrr29 zcqKsQe@8~j+t!eO@5i_JsU$cM@ySE-gzX|C+E-V8``t)DR_%>7o6-qTlkP}Z_JIJG zLu|_w zG>tNs%-lv`O^x~9kL?6>vR6%@X>%}lXM;hu3kP9;JDm+YMEF(O$stwczdTdYQk2Is z2|RF5cCG$H{KvlXrjHlQK4)6*Q;BLq7_T6o!FRL$ZvNn4G`}EvXp)Xl zJ|TXuRic9f)vULR{z>7$^5qc=t>qkH9Fae0g!T-P-*`Qj^Iz&X=(gz&T|6M-%{VFZ zB=D6;PY}O@ne`qWDhIU&#Yda6MRgMF3-S`w|Nqzh;=u@aO$Slkj?{kW*jzy%U21ws zYoh2JgO8sJJ7B_r&HtUV#FS<6)7&`l((PUIgU12=p>I$}Cjn0T2iy6N3HX?((&{}4 z+_+yjiz-W?*!tpaO9ui+%C{shPA8!B@(ic)jtH&7eO}!m=c!EEX|0?Ai4v^E_e z?H20n(&ZEAnziX)xgjDxrKI!-8V8Gl%UkK!8FW34_p3?(8-T7XVI6}NO-tk=f6#=}7`tv%0fUMn{O~I=O zq@3h!^q(kNm)x+Xmr_GuZRX}J^F|2VNs9>T8yBJ2YU6vO9|=siD0A}6Ap1eKBsYT0 zN9JV8spZ4Q%#cBjr>?Q0iqX~?tHodj2CGc|3Gw&m#B3#>ir=z=`fK1DwrALH#SyUL>GRKZs!FA z_#69MR?`TimJD|@yV;17w%aOopN+ZPrGBzOY|#8WJgm4RiUr?@|Hi_L@f2p;YSDv~af^j3uJ7{_CbRK1(M6KCjg8hd zNj9oYY;d-OHgD=;WB$B6k2P`xZa>PBEF$Z*CDTtZsKuC+jQN&pnhpzK!hHfZ$Q}?I8rdaJjDg3rM+i zX4MXN0yGtG)e|NJmPX~iW_=a$m=d)up-V-wolK}fwh=jhr?%O>iz0a~TphL^7x4@B z1@TRod>1Vyp7UeIn|NlIjqk@8S zoJ4W8y(p_(@_{AfllOi9aj7dC9ru`?kE%r&eErMKjUPpPi~fu)$lSvg<|E*FQohhu z`Xmd>^lE#$+F1BJ_(o!a4;$0#a*BICv*B~-`_I$l{0q+6`B1_Yy_anK^_^mHwv;W@ zKNF%Era|^IgWnP#*~`L>(KCr}9m#(Eb}iJtk35%3Cq=d~S@*-Ybc*e`wLs=-8#5W_wD{^{u=Al_g7 zdeZ{}C*(b8Uo6Rc%~V(CZ-_5Y}9UzkAQ2vM-Uec0dQa1tTZ@AbYi zdX2oVEv%Fs`-924?yx@b=^7hF&DQJc%n6t}JG)vPBj8V+lf=#zp_u0N;8nh&xw=U4 zDpGA@qgHkj?{oqiGv{;;vdFnUv!XBM4SC*uea~aBkbTv8{#U4k4gn*^;E;)z2uIJ` zKHg2jJ%oEZ40H zffr@x?}+3ABS)8TV;vYbch6ZYtAnu(T@+dx2g^UtC|VgyqLP>M`_DRTy(HDr3KC4V$$NX=VvzRBB^DGg0-bCGPFA-ds20< zr;~Q&pEe!by02xlbx;=m>!H8T-pjqgMQ3`~F#nR#>{wk`*(AmfUF0Hi_xc4L9Mi>;{3)dg{DS5FXOj99U!B!h^KTj3qx6 z_(Bx$i+vDZ^I!oFBX^VTi#_5ZRo<(ujKPJMWx3zVNG{gxJ=pvlP2*5=jCN6zW$^sYoc=I!dPnh!oEzjaJCt0m(eVgxLl!xQrS8m?APDB(e_ zLi*>6K0XG{wsQLC>ETH(@iy|T9zs01nJUNiP*K?!8EvnJ*THq-X3}~>e(|!3)3^J0 z2tPJ(BF%=6^lj@*rOfq^71F6zq^b{N_eJqX?e$R+E~($TLtnTq^(<5C#4SCczFx>4 zUg}joB+v7HPm1MZ@goKA?{RuUd&e)sGgC73QB!sN>UgP$@7Mizt5^(up?*tpB!NpozlgnN9T;Y1j@u?p5Mtmfs z6PAzei+BZb?66ysxyOY(&&PEUrgc2T$XjMV-6@JIfW2P+yc18T*XkIxO07|pzaX#G z?-lMEjq$PCtEI~Q4j&iyneZ=f=fgL>|If!l5w9TrF~wy&+4J>4Gj>gE@z#Uk#7M`L zr}SVZDJSid^DFY71|bI$m< zk53}&?>g=LswN)fAD)O5|4QnWO*B8QBjR~>VcmlcvJV970>2mbcYU@nCHqyj@_=mu zPZ*yk|6J+TeSD#R0goV0LEZvBL7wpnKP~Csc$ob)t8d`^j_CZf)pVWAIR~C=>XSyf1kxsaJiXx&PrkmQ0o0xm1J# z|APLJ`!>tmp29<@X7tCuuWTrRBror)v=a)o_YY_u`!RuB&| z4~;`2HuJD}P%PX=n!IP}jeGWOAn(`0P2qa^x)>DCNqZx$iwJFf=8m^IxOZ{Kvmb%F zpp1{r`rq$Eif`TbQ<7YvEZ7gIbNb0_)`9Ay?{k`II;bt)wJa{3gPXOpr%w4r2vJ9z zVRJQ-11X(allO1Qcc^}lc=1aSzFd?vXyDGl?Kv^A#^ifc@$A%#t_R8g(X5&8=aTP@ zd2%b>sh=a?73xv{*1uq5Bbk>I`5wDaFhI{aL?EpFyJSa!2(L!W@XjOum$x}T3sofl zCvCMCNsh;}h5z|Y!9#PpT15Z-g8hLFaTDCGuwm%&B7bfs8znVm+8Ms&|731M$-?Dq zM9h3?nAgFA-}+g~4OuLhSAX9;&y|JM3JY8P*ND~ydJDL5ZyrrzLu-I&|4J3vs~Aw? zuiRw;EY+qlHx{N8Dw@{tNZCZONaG0;OI)%ZOKPzYmeI5H#|ah|ZTg3Mqk#pjwo1yQ zuPj_D^)o+HEyDiM_scHDu@I?rp;X>O6we!#L%om^#VN>Jz@zrIj`n_@-=*-Ju!sb}1m)}cKz5-rB z9@GG*M!o|J^&U;pSyM^A1rBbrN12Fx<-M7RVdAp`EyWE?=!HJ`t<=rHr#qL%zsobR zQZ_4NXde^mFDpiQ=_36nUv?fi;>X0U8uwQp7BTT^;@QW4M;Ms!tf5WjDg#!<=L=7* zW#H(gHv>TmG^ul3#xY;hL~{tv>R+KhI5~uY$#Q)?UJjiTP_2D=WylUOd(HvM`>E zTQB?iRSgzQ_cFe%p3g#lNxe?EHwzu7if7CUWZ`@4_n7@YEcCR*jqWsKA=X6e1J!^9 zgPOYsD#^TS)!l|H9xy@u?0s%forSEwD^CB~$ii|zi|^@SA{4Bb%)2vu#Gb6*@?%_W zvMzGxtvK5on8=b@dZ){qiHfH(@jV-u@J?dwe|>?8w3S7NZ}&4{d}yb-?spNsHdEMT z(!_*LX%#W$924iK1!pXDChM-E*f?_{6RE#8j1n~rn7lGAiMYYQ&5gU%E(|dcBv=1v zY$X$x$+s^{*)!qx%xvX$OD4jNu4nz^GBFe%T^Ra}oR2@Ha*Og9`25$T^G!GdGMWvU zwnidMSWz)F?8*T5!>e~oPBO^%5bwpk90qpReaUYtV!&+DTJ1*>s`9crI{|o8=DQMuUX1~*v%IWF#!yuIL1zHAm?b?_oeX?z6|_I z`BlnU$G|SzGYb}xbL*5>*~fcAN9E7`nyh1V{Btzq*@Z=PNJsQU`bN>wpZx7mMh$r{ zP=2jS?WE(5&+EhkG7QXX&c2-~#(WYb1wejn-t5fPpZ7^vIR2r6OLrbdVPt%;M3`X~JV(M0q2g7LyK8k)t7 zKWX!6u$%W;^_&S6f%T4BjTsua?Pcei5Tk*+l&pHnRSoE+m%BIjXh603!Ooge4ZJJd zn!WnC2AtEbC9GPcfz=b$4iDC-Bk@MvC9~z~Xng6?b0d#}EefMD@YS?|IG301nINu=UHxCW-l!>K+ao4}>LEe_uQE&GeEM}I zgxDVH-Ee zWrcMlPw;%|8Z9N9@Q7oz1}h3>L7oDALA(N4P@jSw9K&bYO1RIsuoTZFg11b#aD-qHLeQFntD8syQnv1=h z3Mwv_U$*K}#*WW-qqja&hLzJ-@68{SAzlzyVJW7H5Ldb9TT4}ieUWUZ^LXr(8V)j& zK2h@2@N}nCOk1d$u#cE)Wo3%Q)R3D~)Eeueio~A{T`GT7v1MY%+^9EdIH}6@ak8L* z9irYbm@LB3;v|l2A_c!}9fES~D41R7{Oxb28cL16+KTN^!;>WztVzmh@X|}XWR|6d zq}i64(k2w)oct{MuG6nf&d*r&jXUH#9C<3fyuXuz*kMblP1zKjQ1oX5E%PHAF~AH-xXH;P>q|=f&O>yh@C9XI&xfZ1WVhf;fF@(=6jxM@b(BO>U*n-k@hY7{MV`B*eA22SNtjHJ<*@M z^9Tjyj!mJREh1U4ZyvF2$_KI@x4zc-47aMmV;guY&X9aL+@w#FD40eW3p4(g0`c{q z{99(JBmBjau_{{;&Nw&m@TN}`*lBxN_mX+8xlFO;xKnVInP0qWHU*T}rp*u6Q83C^ zHC|z+j<0h)hbo_`qo&$>yP2E@lt0`tx@M{Y?`z3tevF9rr<#P^Ey`BMJZ|)(qxR|; z2$7(+O;bl5tt60}u8xe^8*&5vG$57#{#gf&3P$$O?D9M+^uE;(TUAmqxJ%LU@+&HG z{YGBae569QB#_8BK*f0d3HjA?$o=8Ho>rGNFi<{pX!r~jbDu0dXFr36)mMY+{{BOQ zYK{LS_DvDG4zS)yRnmld4|=*9?>wYJ?2sa@(UXdD8w(BRNhE*w+UpP#b z8>mQ7?R^{cOalc&vVW_#YM`tu%B7tAE?nQ>vgx=lS(ox+4=)-GjA};*DGL$4@Uu(W zKADE7mPV$dI1SxfZ|;s5F>eZD?A0mWpX@X~t>&8kqTX=Jw9rmOFZOHrk_;7<8S8WIw@?wVI4Z@@oQ54SUeW5eX^7bO zR{mBk4L9x%GZzNY&^I2Yl1tVzyFZ_;#-L&Q%B>c++Nk*Rc2xGNJ`Kv%hlkQ7G=WQQ zrlF&nh-kjx^kRY*_I%w~U8^oa!T!CT)Jk5CCQ4k2nfaSF@jn0n0RR7VS9v(p-}fhB zm|64oC9;NWp{z4mvZpMi$gW6PLS)Hr z{&}0{`Fx+>U$5uhbMASc<#o=z@6+o>wrKo8U_?WzPuHCaHFbP2?8{kVQP3ytg9|d$9DCCmw+w z|JSFF_am@yX2Hz!A{APaECzaSQCHU)~h^a!-~^YFE;8f0`b?@sD)W0p!@r^vJ?juwo)G|8iZ3J?Z(=Nnr&2Q#PB~lzQ|q^ ztuL8+U#G6>2PJFTiDV+Mn95wf|3M0S|I`3Z@a`TeU{yVb3VRTcvQCl196(^B%;9fazER*j*D#Nb8v;Au`Ze2Z zVC%;VEp{2_vGKQa%15s!ROoIqlb>^@!p(<69rx)}P~UOg*X;)a^sGyRH~kQJ6f4@I zBSeLfds^{RLsSS>i?*yjK!X#7!D~2A(4cA{%tVVu17u@P?2%w9oHS0#w3Vd-k0kG> zgNX=OhGIp|??m9GY3SLwLJB-%9bsM&x?b7D+#+xkfeW@) z6V97S?Py5QQ!OfxRXx<+&c@Wfjd>JUymM~F>IMZeAEzs0_93ur`3z^= z!s2CX-L`pF{FplYsSOTnM7kPMf^?}+G5?A7ei(spXq{oaM&Q$1L*=ss1gNu_4x0X~ zc+w-MuPU*4;X6YS_oD*m%yhve7B8AKEh!GHd}ekCRh>RhUDb>By87iVtFL zDhyM;?KF7C>MPm2^3DzH{GjLNW+F8MZ_@yOFU{05ob9JErRl`L8&*GDS*mq6roz+A z97L#(oqyC%R1fv1yL;{DbD1=Fq?DiHI!S{;F}v_UkX*%f{1DDTR}y9}icVXW(LfOY zV)n*m8XVngzf+-y25BD*OxzqKf%8)Ahq>4Pi*Cf!JO?*P$W*-~VmQRkN8lf4pU6Qf z+_0VG)*GVNbECFAZk)Jdb~D&qmL|JpIjB8a!R&CYSb=3QjGCZMaKR zu*;G49pz!oJ41n|=K2U+j_GXum4&SCqk1U%CS+zA9jC6=9pwYctKoRC+9`&>>@JtM zJ6RO?8roX?LYu|IJ<1Q9S^a_95xWp)8W}`|y?fWBo|~aUfguOIqlvwb8IVoNV9ld@ zN!?+JW2}0{-aYp-l6@XMhw=@L6J4YEQO;35Q_Y&cKP?S5?qKx=>c{P<`*AVr*?oY1 z7tIf9A4OFD|K;sQ+77pX`>eh-tDs;v{jVLgJ}9Dcw0@``m-c1z&9UaD>&fPtbu7Mx zte3Y`&t=VtLwO$`S<&Ed;`TASyEJe=`8(05h>a*O(D>1Mqw%BpK=r~NA741!MgwWN zh05KsY<|+dd%yj+j(raG3$1UtL;34G%x5rnwODV26r=9bI~CH@r{2) zfpd}$hb;F|;E199`!FH}8YC)1uJ=%2z|V?o!-A8$Y`t8s#nN*0Qg5qMeYm3+a z^6kI;Me(wA`Sp1wbyW|o&wuNJ<`tFy@RH;9c}!j9-+%Lj`i1rt+Mj4&p*%+8M&|~a zUo2}?fm$WM7AE4bNv}E9k#tiZUI7NFL_mN-${{dpP{VYXEcAOoKhDy z4(P7k(4x)0Kb>pu|9aodddC#Cb-i|?z=hhep9vw9)q7U-x0kos5(08QGxA$aSoza) zZV0@>#_q9W>Nc!*1FEOZ+oKzE6M^p045clszF5RM^YX4^^~w9a*T1K+?Y%qp?aoEk z96T^GH1s@{{l4h!x5}+#y<@%`^$e|N`C;=%DEhSm1!52Va`qk~gY)l>vZ_GJsvi12 zLEky(x=p8hvSyG1JRV)mmPc6UZ)odXNF>9la^@*1MKZ)S6>8v_B0(;5IVL| zEn9*Nwid~QyK_lUxGX2+t3ZPIU8jx-GbEtI;TTm@j|95n6Mt2bNl?bGvZbYh1ah(O zcV-Whpk81hHLaZlm6;cF;;Kk6Ra4|DZ%=}vZJkwFvLqm$(p-M|K>}({X5I|gC9%36 zp&D0h{)z-IcwgxMlO%&k*8BlsH!{?66}vF@li_-9%cm$MGN|w8OU(R8f`R5L;=m;m zoQNE0P*k0Yd2J$!>!oTMfh`m0lgo&CvR_&WW-%Q`l`g|ytC zSIHp#`|O`RDrCs@j7}EG~94}wMGK=`k7Eoo{9rw zhvnTb3gVD$+myI+Ukp^$$*Ia*Vqj0~dVN1#4Bl{(m?9imX4EZwac!qoHzS$%K`XpU% zr%_=j{kko5c&jjokNs_YS1SYy8X5Y&szT8ItykIUJP{_+?JL(=6G41sS~AF;2>jEz zd#WB1LF@&2I!lcRnhF|M=@wHs>`DOZ+xb#cC-5+JCTsc8V*#k-E&1X`#X*`+ zT#f{eAEe%yNvS0B!~0oP|F5_BK`=M^vhG_xh@EU2Ftp%-q1gXrjKm7bB7W5T&_Pi z?hT_(d25Y&@dw6vgu{H@mwv|a-<~T$^4}Qi{upfJ+Y#p_MmcAH&O3OIxlVThGg!50>8c_W&>Rg0i2D^f_MU ztUEG7HpDQurpJ@`pYbs*Z`2rjN)=@GSjzV$ zDG-^{6~=wj#>2O zQ0xgc9J5nplvgqqyNZ_wBJ8yJa7_NSJ?T7|IOeQ%;NBDu0cM%D2geh2L8f|iQS>Ei z0cNVMmY3F3Ec2GQ(>~*JEYqX&jGdy_JiB`>0J%ybVk zm0&3W=8saT6BMGr>i(;-Bu!r~ER)))W1Nj?1`= zC_Y$Wn6-9Hzxcb%@Oo3K^s#u6K|k?vEL3TcfwOzW_r7g`p?EwoZ=3DkRpk6)$oL|# zz&JOh*z&074@1;j`gOt76eGMoVs=4vlA&}a;9z{n7(+eFg!A8}QAYT?V?45NM^;e| zYx`}^oC>P@;rao^|< z%Kv8lN&8Me^{v{bhw@_;!5iPzjvu9eebDQ@dF=>209Qb$zt2VFOH}AEUE${Ga%$56 zJ-nrx>zT&@y^Z6P!F1+#x+$sLreXdUy=F_dgN5`YJ=Fc_yWrue|3N&*_D{e0C+Py^ zA;lg+6ZFT{X&Ziq{G{WyUzx0R{YCG1vd3nF+Z0`?|LWUMduHfrxQ;+=yIFeH*f+=1 zJ#%yq<(lIUs^{svW?imEr~a<)U#Yo_vmKwOpUKvHM=77D8=9UDpL{e&-!E}-*`K&T zcc{9kB_X{`e=0DI$xU6MpDZRuY?b2xiEjxpCeJva&Og%fXeS5c(;kZD(>dUfa%62i zOTIbix~s)z4#@gk`+nQL6?$H3taS2cPMD(le!n)z1@>SwO}5~Mxu=`sVp6%GGIakT z!RtJ*_X=;tdLAA~wfNp1Si}Rx$Fk>Xv)o`Fm7qdh!vpqD8uM-=-0*5_%sB2C55!k$ zhiHgmV2I<=#9SI5j8uD9-`&9vFC`S-1Q4-sGD0VE{sa~{UYC4p4Q8X+)^wtSJ{D%~ z^9Id^W5JK>)8&qOelV6{JWTY(!6Jw>?GYA)%C-$t{L+d+Vg zyfVo!F#_;QB>z$-5}+?>x4^Y4c(9^nt|^ESgqe|@gQTAVFeqY&arDK5ghlk?v<(5S zCUM_QzD$6iPBS1z5FpAkcx~fG0t6Pk%$C@N2X3<`JkL1=!ROe}z0gDfsQ#S5AMcEV zzv8xS$_y-Is*R5uJK%t(bN7(lF&tQwB|4qBh=X(a&$`B{u~3&MzQ2}r@Ah&%c^-R~ z52V5_{89RaffJj2tfb{JuvYtUl+Joym^yFcrFxnNE){(UW(4zsNw9Hkpacdoowm8w z3h}|Q2IQF<4&EpP`5_@vbEe@1KbT2PpJ}S+19PFvbM!xa;NfxP z9)rOL5OS&N;~^|mo!I(F^%D-l({NVq0)o(Pys&Feyda2OE5Dg#hlgr=BH^$E9*ncA z-~Uj=1Jyzs_cdP-rfWaPs~QUe{bh{vi*y0t)wZ#}wT1xRAC~cn(FCwF*nM3(mjD;N zzV~p*5MfiV?uBV{A`Eiupq6hS!U0v$CkJ~7Pu2k zi~XV?C!N)zJ0}JUr8k+R!c(F z)QOqKy;6{(d@$i?q7--~q(8Y?F9nAj7yj6FNkQI|$d;NRy#p7Jm#mEdPdk_T1O-I(;R za-i-aoX+bm2OP68`S>YWD77DTZ{IEp?U9BUEf-l3cDk#c@>CX--RvIB_{c)Q1C5QR ztz}_C|Gj@Xhb)9_^Vc#ikpW#f-Lw4xGLZj!X}MHI2A0S3RnNVWhU@oV>e;LYrf3Si|q) zFucaGKY~LX(u8LmxnGOIp3NDRe<)%gpl;@%-Y5#CN%hSkUZQXVpZRn8lL%`Ls;5iY ziNLoB*^_5Wg&}+QI-$-6A+So-E%oLS0;30sK80dL&~5qi?=Uw3&KQ_l;O+{7;@96p zei!ke&Zjv*8^(j>y3@?XWkGOk-|51mF9^YJ6E7Ey3qYMT24g;e1HnGYlG=M%XwwiI zO*zUBr&@!a@^kaSQcg{?s|*IF8pjgm!!Y2}&BcAhlMi-`UF|T5>lM)SW6d);-hb8mA}}zr|7}ggOI~p5ySqPZHwKb6RBWET%m?H;*;ZtR zAC}{*IvzV>ffTi}Y3E)XaCcw&o1=h((ZS76))-)+;c-BWF9i#Kx|2*aZTVrR-;d~~ zc$Od3NZ#3MK6ur$aBOUrAHtBdlf{KtFljryXxq(3T>3+Q&JZkw$AlJ^{^5tG4{T;| zLi~^;R=ID_00wNigFH(Mc!7NUTCbWaADq50TyWZkA4pcTpJLDX!OzS&DU5`LF^3e= z5bGYp&|e6P{4l_IfYQ2zfde{~p*^h_*mUr+lB^LwI4YR7 zxP)P$pS$+*Y#9!wE$RY#O$DIrUd;!qHG;6Dj@8!b5CFqj;rG0^1VAdEKsp#D06B`9 zn>r~1F#cfe`0Q02>{Bv*_#}drmtOk#{R@KNId1W&SPBozQn|C3cX+sG8Y_NSp8)Px z@1`bO5x_RW_wgh`fSr6!iO!q^@F!ixI9uaE;ZZMcqF4}CK0PiD)F1$l&drY(m;|{0 zFPS*dPk`o7Mi^%!0j{lSt_$oWz!%L-{?L1@wX3tYvk3vV{}lgivw;BO*Oa=|S@-ct zZ0uK0PXcJE&_3)sNQ7@v@)sUw6Jf1e)%t)+A{d1gH21Z#G4Q0&(nJLjEQ-!8JEajp z@PW9IjSK5s_V8r*3hUmGJg_ESmaYHYUPtrxZ6PQQDcDGD7XsZR<1h6^La=?yLCK;B zA)vHN{{$5wC{o=Owm+5#xo4j}Jk<3+)2&b>fR~qe%~N#(TyDCrK0zSBUOs}wR#!aKS0Q_E zsR}|{J+jU2iU3q#luY($;9yeERXt*y54L>kKO~!hfg7%QZ@8EEpnR7>P$7mNq~#0z zjvnQM7j-7MkR}X#@UOEe3gCrl9!+MiF*l^B{p_|-;sVa3;cw;}IU$bEpB9n4OuucG zKrQlLqC3x&glqXN(VLteD7XbK(6ih5E&r6v(Nhlzj75#j(246g{Dap{(f93tb-71z zlspn;{R-zxMU4Lg00960WSDn6mhTtGJ;sB_dbU~iE-A&A z;yOiWkdl&=q9GwfJ2F!USs5uMGnG+9+&3j73PmW{D=J&&^Yc&q@%!ujI_LUa=XLJ; z-18$|u;!cCw&LNX-O#${=6|t|1-CW~PA*^%rgdmmHUwO+LN%n+odb_Kz#lbW%8CCc&KVTG zhZDb>=Xb!)hYLTy>T%2F9wJ`R$-nrCg9mSIyj^mGi-dRc^zQha&xc<;DCJe-B!~~{ zoHo3aD}+nBo=Ts%O2$uz5lACdWZZFY%Gr(g$+%AJ$#0WO6um4guF*oq1#dC%cvA}g z+S=Ig%LoO3D!W~)NQ{ODu?LD?oTK3$dJU4n5p?`PglKJo9s_R77e{Ge*ZJfX> z6*|6u-B9RE$JJ~i2fV-0@k*&H<-A)M__PXd`mYEEzMnkiXllm5w^=rwAN@ebSLKKG zh=*hT22 z;G9QPW4;}x;5QFkxIMF$f?Hqta2gGf@z;qC$D5bt_HGSbEGvSHrytgEoA4y#!EV2m z&npSxC7b6AP%S?`QCOtWl){Ji7aHjaij(kws}AoPffs-FvH#4qH9Ytl=_opX4L5#< zYTlwJ%#AxWocMP56%h|hDkAO-CgMN$25miQ&xJFME%mdsIB<&vRs3iV0q300%(!`n z4Ojm~^!53V4X4MszN-=ce^#GUp0KlH!((KVQicTy_-Zv~e#l-HmhqQ+to_siHnII! zDZPFU>#h1g2+W0R?%vtYoLQ#eJmqqH$0T+@yEtT8Ya9zUEm%7;H-=ql zHxGClGm6;{vx@(s6|N7<^<{n;UDi3?s}XmU7+>b=@>jQaz5Ij8ZAg3Voji;MNR_Fp z`v1gyCKoFN+XpbLrZ*PU1~4tjtIf6N2Qc*j$EvKVpIDoqZA^jS5Y|Kvmv#UC3tN@B ztug0qKNiyd_tnqz9xUER3OBmmjj2}feBk=hiE&Dir6}z^*wIYw-wd^$Wu421#I4;D zeariId$*kadA1WPy)5_1M6Lld_Mladov6lU%ThECsptJ4e;4__DqLHDr491 zFbf+*Uz_77T)Mvyv9h^QO?(7NKm4McOCCjX2^1_Wa0I;#RTK0y`-AQ&=h_AP45Q@u zZ}eC0L+F>wZei81pJ>B94d)8=QRHvgwl1x291R+vzekHF(VSKUuFRN16$9C~er}jV z#v6|BF|Qa$Vz;&HC)FpAFWS$;<1>bG)yH%BTt?BLO%%Cv_XvvHlSkyxm_QEhhm_28 zrk1J86TI2GX@#O&^POvwrqJJ=`NKyQr_fKz6;FXT6DY>Al}k2e99cP}h;6M znj6gB68no{o381IYfmHW+NO09wUg*eTgN*OnJLuA3d_*{J%bXXeH{hc=MkGYkA~8| zMU4$f&L>_{y;Z2dU1y*P*iMiUQh6A72;;f*DSHw$(Cus*##d;uNZ|M`i{SvKJI`Lp$M0RckII*&!|V25Ht zcEdeuc1X&(5Xs$0fF3dNuo+GQymYG7k6P+)pCi9!^C1=z7S)UlU@Ri`F7=VS&9i6+ zzfgwt^;t9%?jUH&zktsCmsFShl7&vEoIe&K%mzNGZD)TI*kIRmcvEu9(($wfxShJQ zh%T&s*tamafG+P^B_};FkF5R48j(G-s3C*elNm6JxZJwdd8;iT$ML%v&vWO|8sWFT ziiV5G*J+c-x~zHRBPtLbr8RA*c@rcr*7Hu;v;3_5xx>oTQl4qYaGei$}0kDh(KX{pRynzxAAE)}i?w10DnP;Jf} zY76Ty`N2Dfq;rjN$MZAj$~l^-?eiJ*A}TuZYr-sAe{{EQa@9Pd+!hrMcUna6KYG92 zpu`4V@B5#GSh2x#QZ1Hql!ek0k6pJEVWI!3f2rBpv4Nml@_cV53vnd=+O{i^g%YKC zGu=X2C_}`>Ms|Pz*N4A^*euOgq+QQyE}a8Bi4J{EnVfLr>zfbvA~@kV5C4cUI~Qo! zjBise=Y;LnK3&%eIAJTEFLy716S~{vlGl!Lf?3-Si_Yyt_{vvH+Z)CW0bBf<;^TRi z+3q!Le9ejn?pfScG!^B6w!S-_mFC<~cBT8>R~sVqT^#&yTbT%mJjQloh#P2Q@oi~B zB(S-Lh4G&xLH%KCLO>x2+>Zp3Iz{-vePel@Y7Gh0_e>XER3U*0hPW5?%=C@m7K9%}aJP2>fuHVylBdp>yZM>9G)m>-l+ zSp;0WEdVNguF0|m0x&UP)GazJ0MQNivk&YLfDP;DCya0K!-o@>H{A&5gIl|!Y%Hfq z@b~07m9irw;4A%Hn=8i;4jY2PnnVTQyPBtk>v;j_v0I2T5f=n$^1H>h8Uf%wf9^$~ zx*&X#YSZY!1c2v~*zMaF1VAXXx@2O#0BD9tiT;)pg8EGto!gI*f!o}vKko+_EXKsP z9+skjUe*zXy5khcCt>d=bSTj9qqRtiPJv$DS+&&XWaxCbZEb?ssXhTUlb& zbUh6`tXlYW`)N?EPKx*?Plv}JWN+u?G2jnxsAo(Y6U2Il(#x`iVRrbQ*{uW-2%M4# z8BiC60u$}Rd0$b8IrCl_Cx}7wHJ-|J2Qerv7gV)L5d*<%hVG?E0_u~=#l4cN;hJo~ zk!|}WK{wcY`^5k$xS3{L=WHbnBMcGCp%Q7ZAToIb>!pFpe&=sfrZo5+E&IMNRT>h` zpOxwskO7nTPUo);%0P@-y#BWDvXCOT$N9=>Ifx(Q;Ef-bgE;ME)AbB_7;FhU$h%7( z*4d>m>;bkAU0&J-8*|&FA9u7@*Yn3D` zKuYz55n5bfh+f>SiEj#UzfNuSzBC1>!HOS0lT?5w&!?qQZ^*;bdv1l;f*iyEpyBj=bH@Q0Xk35FRH{=3etMtZut<}I z&q4K+K9&reHF~~9YH2Q&2Z{oj9x|Xx`eBJ8 zbN?-Wzg7ka3!jT6+AyGtFSUTyLx&3`MPHAl(c#f)wwaJ>8eH~#GnKH84tiv&;bJ5m z3b%yHt#Mvq@qDPh{UiDd2VQ&{LWm1>6^RiT|D>!*=S( zL9d-;@H}^R%GaL^^FoJBTHPqX`kA4T`F5r5{H<);kj*Rnm;YD)Umu<&c3tLLD|~X) z&*+W^6$}E&comuT3xP=PuMRKav53lsE zFI>qrw1)}@qIX9xa?v2OWn-kwIvS*8I@KQcqQQQaLP(N04Vs0UEGXPGsN~D5<$Fbi zhT$uG{3=v1QV96#QoeK^zO1|bxtRjvPSdfGNz`S1V`;1*QH{1-|KIw*e!i(Xk?y{u zz=cpQipg#Y9E#m1@0vvh>l~AWabGh0P@c?Tom;9O-F5Z5G!>#X0XI8L1$gZK)2o;Y z#Lg3KFH)(n?$l1R_IxV%CuON^Jw=7;y1VomMJk+<%8@$wi~@o=Irp7hDDWyYLBL}j z70R}B?HyT51ApD<>Fzr;z$UH}#Tj%+;!_~6x1ocL^9QH*+v%XS${?>-nGU+5I#o@~W*PZ_S`7i_AKcT%p ze=wlFS>t|W0t2ukHO2dq8Q|rRutv*-0fOdscb|6Bp)qL4z9@kXuTxE5)cv8u!$D`$ zB#Z&S|G2d$=rh6b(#w;27nv~Dzu&Ahg9)t5l4ZtLOYvPbni7!-#0`A)hjSQ^Tj6z} z`zQmf9i}wq+!^plV&rp`BNM#a7h3Z-3&Ue>!#lo(!m#arMrC$~FoeD@IB&6Z-*)Be zOdJamhIM{bBvnpf7=6iU_U;`Mp6z?KKg6F2xdxgqH%Bu;C+i-FT@Z#eu_yVfXd+O& zD*u^_xd=q=tqnP(DFV(`!xwnSA|M&f+F_vq?rNRy8km(5@&)!^Jg3L15C)g;>tfG!-V^upRFIgV8E?#S*ut* z2Aq8J-JL6y4xc0f%ADqw-oHE9u5RB#gN&%_x85$zUuY9+c+i{%kxm0CFJfpg(WP`}*f~P@Y_InEo+{BXaw>~3-)E|@Y zcisy@_zuNR@;d>j2#x(9f^fz7`xv8P={sve z+qzen9|}T8YVy5!Av*j&x5I+m;ArHYQvZ$I(Gck3Tp1);^+4rwldYy2b=fV%nMI|=XZht>E<^MaI81fr?!ES1L zdFuqmEe^x8Go4WmTMqS!4KxUPpI)w@D|>6`yBR=@&BTxm|~9w@!^G36?Ihs z{1>%D_mmJno*By5%{E5DFP(nXf76nLn{biVNo1|W+<_m|Ow>sDMsd4W5}YJ_m(tcm z(M`O#v*nE1>3iJxG)u2gX^;yqdmK?#l*fthcv2kA!_SG=PyUj*QO<$azctzZQecId z$p&fXTsZKK=^JkX#W`?qhZ?Qx3GDdsqruFo3O0PpUfJ1i^NW~)wvJKXnFVaes`=rU zloe(%m<94B3s`Q;+l3vbi_7uFkjTbO&MfSy|dvjQwS=vpZv>8mQ7I!RD`HRIf z*IGG*PGJI(w7G+AlgpGF)(a>WnObIV{?NW~y=jbiw}vSvGmYKf%0E?TK91p8GQqnk zBiNtf?68TxA69EAXL!Q~u{hB`RMY8B zjAKIU3l`Lbowb2s;R>wl&Bh;6&kU3 zT((~yMwVb_w%%Yref=p4JFsr;pKUqlVGAcPb&}A4$ZIiT+4e)uLJf9R#IN#iMK*S>TBY*Lv3F?d_&#fMuaC&**%9{In@wm_(GQyGRP%B? z6T>O;UGxjOd*{hyjcYafw@-~OyZT7|Bjh>M>T97^fwH9JPJJUcppA)^g^QLgC_&VZ zS)}wG8R;jU`f1dJVsc2I36(Xd(Vi#JOrr$-JvDPNz1IaxGvQqoE0ci<0moUs0UE^R>Y~ z&8YgO`JCQ`CZsr%C;n#hr)9s+gRm&=Rnmb3B1#Xnd3P_fA<*%V``&)^#?9GJ&ae-W zv(wZ>UHeedgXqk1^&ZrwvX05a*NeV!kgNul5w`ckwHGzIp=LbdhJtN2XBJUi&l;m_?P}!tKXW=h4N` zCnsGE7Z7RUbU;rj3+bxIYwi2Ch&shnYUDdvNUOzM-Q0Q+-4%^&@eNo&GbD%mYl`R4 z-4UO^8k`+COtDoN!kLHOuYb1jfvUGshlsg1VEfKlM2WsGczM zkk;V<&#-*&V0m^}%~RI@pp^p#;|nTYmT-c&=3B+7eOwT+CH5^@kqa`bI@9GoaYAl! z=XQMpCw#j6(`tPq2lS7KuCw{ZzU-r!Pb_^9Y~_HDzPYrUt2p5qm&G2oHynV@?0ov) z0tc+|)H|^WY%cM2w+06Wren~!KaM5Eox6$=v~iFMQ{vuL@o};J4hx8~ zP(^(;JdYv|+)Q^dm`5FUFFUv?b12L@@6D;Tb109oog_Rrv#bkkF1b0=!$J=u@|D?C z*4|fxw%PY18_7mVcbCqY(H3B@$pndgOO@L|9EA}P9 z1c;Uzz9iwo0m*t{xsSxSV4f{Car7V&Sh9D%8vGyvr~T*Wc00M@X|K#cP%9BUQcI|u z@kB`L^D?)6K?Iw*iDJ`TL^!4NAo^({H~6HRKFN0Gg}A>Rd`HM65Dm(|NTKpU<@efc z7Os3?wEwN&_jEp}5ImMNeV7FK;}v}z&LoJL2oG~;?qAxesiVqdTLvz45c0jM%>aT8Y*gi6m$y&dfWaNX*}*XDkHXx%R_ zC!5L-nSuNHr3+Skr@%6K6P-jpIDgpih5*hFwkP*6zC;Qv^Pm6Ze<8rfLS6t^#_4;S zH!amQ%j^Fe%MbbNixI<_e6Z6$M&wc>Kj?;M&PR$1L5ZStBx@rXd<)iAyuVF`LvsmF zJV_L|teC88&_xC(>C{(GddYDAd63H@iws&-8$CC-kl{GbKs@Od8B`OxM0KmkV0cYM zY1ONq?MArj{KkdR0U0O6LG%W(H5<^=odqlz4 z)R2~|Ee3<5o6Sy#h{5A`rLVKK#NpWJ-IMJa;-F(oJ+&iV9EQfuJsg{s0OR*rQ^zV+ zL!|Z53l9e+A=PVk*Dil4;3$u3kzSO70R8Q9wMZIxH){H<^^gXQoaE`3dD4)al`v@f zSsJR$iu4jyWkC1l-TdxtvT(A&PMyV&1LLhbZNgv6!PXE$)rq6>pcjzC9Ep(!`cLmS z5%uy=OwE@erOSh8g@QnLwLI)fG25qoUViDhRg|*FSONTh-iU~~sR;RN^a*|XN}w6Y zOZir#1aC(zSU<;=;C7h9dznQgFq&vnu;ft&K-4um3Y8!&MSlC42qkcPd7Ub0rUb_V z#zRD2DM40u+O&AJG8l(F+`rpO1>7zy*4NgmfUIRHrD;e7D$!ZKgRfO!M@YpTl`|?( zrR>X%rj#MuKWAuAK^Z7j*SSBkl%Q3^@u_dWGF0$3Jd4d!S!UjA;U#LR zz=yU6|21A->1(e*WiNwI2{y>-xTNk;T#f~U%MqPZ8D@fP3yLI^|L=JI=~~i+dTA+& zptI{&>GMtn_!5?BIxMaL{{sL3|NmrHcQ}>*`?vQx&)Ls8N14$iN*SG7QAVL88EIHi zDGf?SXdtB`sicguL!wa5gG!N4va`2jkI4R=e;n8K`~LO1-s67V`+h%fnQLI$UO#^L-x|2mZNA&>>l)5^x9#LZA+9wL<0f!#x2GZmSk8w= zHz|O`hx6|-4+VJpgSX*jnF1UbTO^TH6k+h5V1%`?BHVN;ZsW01gaiGgG+kXqP&leQ zyE|I}WQDjOmTv0s`8+an=U;ZE)QCgCLPpRdFc2o zt=$|f4^nTFDh>7Iq270Pdtaj*SmKz?7Z1w;s3X~Eg)A^!4{hq&D+`sUt(^j9W#FKA z-1FHhvaov7AI2)b6}(Y*_Jl&PESxEGuIt(<3&mWNg86Y7FplY;*=<}GjNhNb&!S=`=Ysqn;1}~lq=s^LWlAAj`+6UG}xIb#di+__!*$x{gQuuCLL^J@AKZG(&1NI?rdNo4K~KmY9;4U_!hSJ z>vsnf%Dppsc^#?HX2xG(BeAj{G#K~otquxWXRTzTol$tL-`zQ)$==u6^ur~Q3cpUi zx%+R90w2C4SKe}_0NF?PA3P+(-b5K^$4exrTH_f%{*(li=#&npU1Y$!`zfi}kYT`z zYqjp?75webkK->VL75VragN-Ei`sv5f9|L5Uq9R@$fmSKq^-Z z4+0$yEt!c3Fg6DlRh>d00ki%1Xa<3wnrT0R>hM4xGb+#-?SbtWCgM~Dzp-D^-HLWFGx zCxtFmu;Y;3-eXB3z`x1w7l)(qoVYmEOU<+X5;$_w)_22wN>*^0_jdc0X9VdLJLgV@ zoj1EpfESOPw*1y0z~zoE1vMoi7;Q}{o}!V!7WbQ)XGMaYy9>VPcCTQL4`Uqnjs&kx zW>TWHNbp(MNU=tO1O*|ac&osc1=;kRknn zUTC>C1$>1Z&HYYLfECc@WpSPY4@L~bZ(C8IVZq!YorjG|qqd(5$slN_JIi&5460T4 zaOnsc-U|6&b*4~YO1f&NyEqlxNT(v~?5Oah->)c30fj}q_OuX56dt*MQQ0SrLZdK# z^BXP{{%D?>{ZvT>E#;sux6Ppb5-m^Fo=&3B5i{$aMyG*uR?<0bpn?0F&PnHeG+5#ZayMq5$Ap(VnpdLGe~XZ) zYKFo|)w(CyY@SsoVl?-kqk?Vxq_FGHXBspQXa%2drt(J@sL> zU^5Lq+Xn~AkD_qI=;H07bQDT?^Uku^e7rM}K9zk`;Dh5yFTAKgIl9#EdJlzm9?KYW zw%qfH9brjjG`NzYFG@U0J#T1SI@lYgu; zs!$Mg4Hz0WN5SzU=D1o31xcf80oS|Oe#~(5v|gYABlL67kO&>Z)HBp?FVUd>%dWMq zQgpa`M5_*0OoO=_rhDJ}_g znC3m^@kECKDX3X%mK6iG-Mf6!s!p{LD)B^_oT%;-#fqruj~h}+)U zG)^9uajVK1Zy^^N40|W)o0ig`jJU-mIiKzK8l4lNk7!^&lf>)6uDcGI2qh(UK1b|_ z*G8+Npxf(n(JPz^K?kib_y|&A=0kt4%`OUjz9spubPEM!Y<5)*#;al$WLt2g`sBZQPIC_c%;(!0iUXvw(Mt*B?e>4#aFL@l?zaUa_97Lp#y?t*X1>J(}p;3pWpfSigz};913}kS%3?3*+IperTXv!p8RV zf|7mfpK&*Ccq=capV-I^CDSLnWNF->q`>o0Z5tPe7&=9C49+v7;lb?*vsq?F`oF9E zRg=v7JV=Cn{|Gbb5UTolrjKbd=BcH5y@~mj`Yc`{B7?c=^6ZFyU?xj5mFXOJq?ol^ z;9I6!UKPtwK~+gkvW4|-Kx^;eP2H?bvTi^Bt{!5E?_`MBH;%DhUsAexXX_NJ?-`Gr zapNqjtV`2CQE7>#rm`_2p@Iw3@E6+j+=?6PdVDw<*UN>)c)uQG^l@Vk9#a>Kn|Uy~ z_@nYu$-G#`^tfC_J|8C1x+>27fB@FXQZwFy31VC)O*NfEgfWRUbzcpJ2sV`y9$NHJ z80&qyO7y=7VeA>M-u6L+2qw_;^Z3#S5iBDran^U2DCQa$cjuRw81^*oW|qUI(5?V0RC@-M0NEhW#%1c7#V?3{y4OFXsAJ6ieDyOKfZu z#r7%5s^qK}!;DMfl?%&JdIrsM{bK^4QB4~J=;aF`a$k% zAFc{xOI}>x&A5dzpF{Rnnm-6}Fraw7_(Hu9=iY|HJD-p03Sm_@UgSpq5x_d8T3P<$ z0+`6D8d`8ZKL#GN!pDFJQKiL zGM$P)k@zwH8Jm9ZJG@xVV!r4}3tp^t*VLmm+`QOQ6z`~67!OwUvGu)K9S=6PUVuIy z&4Y=hsJ>Nx&x;lNa4THx;KiK1RrZ^n=fNVL1(y=LxiF<8QL{p8xv*9Dt7B7%i!4LN z{9q1lfn^|9SZ%#-p4GaAtAx6GmbG2qLZ`2Bnl;K-ae}q*kF|51?wM5$Q>^E!_&T^_ zCs@gI8w8urj)Ow3{BP?9-;#djg(0&T>B2!K zYm?SFI5fbdCNze82pnL-Rmr9r$$n zAW+0?j=4vy?u>-&EHgI~jUhzNFsDaNy|(Y2Wzt>C2GbiBm=89+aOaC!V!r_bxb>YSKo(s|q5*YPbdPneFKO0(dCBW7i_TZ`E8 zzF&J$JU0}lZg*DGF0WJl>A8W2!@n%Ieh7*64CLbIOEh$CpjYw0 zz$V5Q#FLkUXK$Xf4nDvOV>ZcvAIMII0_Mf7Z6 z^TKwYo=6KLJ}AxLj~FlFgZR5cgcfIh_`MsK_a~eWTF=hF@CYAN>)*Pj^okFvY_f|N zh4~=gq@$?eAwQG`9o<#!BLD(>rrdPC3&N?r_N&EK3&Ay#vKM#@K}kn_j;DZ z;hXud^RzV*FvCy$lDR!H8ZkKi##f(M zA^|~yak0!jQXH%$k9kLyu3&;qiMDR86#M(sw=c$23TCN&v zp>|#hevNrZCRF0U<4sa~sv-gb>Z?_6nj)O_OCgr9K_3nxv-bR2?}LN!YxdF7^->_b zV{XIZh!mtAENbq;aL~gaHacXEz>iUJFN!|`fe(&f*;|jmZ9V?AvVjP2XE*2V+JwO4 zW()J8791SbIU9Q~6bFBqc?I=xIGEJlb4+~;08RpLsIDCgTlbVCT#9&d!nRf^% zneMy!+#Z1k)cZ!!2M~BInNpiuhy$T-KR0fr;-CNtUq9U_1rc!x#;R#J_-c{-As&xF zyVvP}kID!Td2J7@-GRUt^)pW^Yj9vwp*0?NW<~CvtaMvbvlPg+zFMCgDh2T>7xM~) za3Dv1WAvB@f%QtOD0&AG&}pe?S!Dn3+Q%Jzm-!n33!eM&lo|w>;$a@Oz6dxvrBygx zL*Rvw@t=o-IPev-f33!cfTuBi{l63h{__kzA6tzFnS1sjRttDoxP6RF(k8(7{q-tG zbO=Dn3{+L_!$XI9leAeC9{z;yiTmt>=jdJ5_bI#U^1FOIYu`w@sxQ`_&U&9;xnGs|ZV4>5WF)Yh32;A2nSAz4oX*tMBj z5ib$I%ONcm(Xr z3kku)WZGn;dlnwV8yZ|v{P3Vvzq7~N3=i7!7SUVe*%)a#87_&3rOiHP^5YOF|KVNV zDuckS`BdK=X#{M$;9`(49$a_UE51L&jZQ zBB1N_ck=NC1h(ILA2Q7DyEoBEM_-lVK$T|GH0gnZyc_XXA1LA=rmZ4kI~fOxtcHPO zJvfe>&l_`rDmMgF<|rX1pAldo4t~W7jgDmF9eg54M6utN6&LG!U?E_TPG38v(t)4PO3B?6?^Q{Rn-CgRDB89*J2g z5TzIYN6^PX2;Sy1T7?74R@>v)0|Zdr)_zTPeGsiY`6d@uaGC$9HpZNBS&7H8y^&F^ z?;;Tdem?&vYg^6k%b$O&Sknk>QT|9x*?|Y_JznI=4Lm3wU1+po*F(#&iKr91K68^F z?onme^;`w%++{X@WAEfEJ!=Gxck3?pjv-(sdrQ({77sp}M}B|VM}Q&JWi+6W0GqB> zd)z{aAd3^~zo15hO^CYRF82Q#?fFN?@wWun+t>7rnMi;wq=8jO%?VJTK2TA!golaC zWjucjh!DL%KH_Ie0_7@^D;Pf+Du;VCZ`+bVvG%|1dv25A+?$cXU)&U!8uHz9>Mj`+ z5@kO5-6wz$BBAsuG_iu|I&#sEXnI43Gpvl1m9oua~Hqx8ouZz(Wr z+xhg?ZVG5jwutSiBZHt}NdHDM70fPc+V7mBLQz8M)d!X+?DF`t?OP8DIFHS*2XCUB z^VG+0Q|~TO;j6SyPu3%)lsMzI4NcUy}m8G^d$>ATp%p8&{_Vu=Tv&y@TdM zg-DZm9?A$6D)O=y0@YDCfA8qJIR*-yyGx=k3!=~;*6ZN>kO~rB&RJA#D#UL4IiBuD zf#R=|MHyTaxcahh{>wfx{F)y680$!e)3*eY;zKAfT7RD8fn)n?*qU_xIu$yav?rF{ zte|=1&#p2i6$a%KdJWc5p>!y^`TcteaP^ldUp1h>p0=MuQKMv#(vUvM*h+!!Lu=+F zZ&N`SC#IdJi^5lzvjNv{ppf^hUVCjc3Pt*<@f&nd*nY5)*5ii4hoJI;_3KcMoUwaJ zgYjJo=sL=3YFws(KGQzMKbQ(SekGL(T~yGcW-X-SR^*rUBrg^%NWFPGVc!uung0)x3IG;PZ}Y%`C-rW{mlM41Lf z)|Y4z&rnz}-eNr(gL3W%)06gZ|49XfYG2Xs`BVT0AAzUr{9bCS{8lwj1N2DE{iE)5 z_)0|2e2Q7YL(gywK3zI&xLhgkaDxUofy>3ku%c(#|K+ux^(7DeY#MA)q-@l$pu?>F zg7o8c3|RB&ifeWpgR|y|dSRCHj1If?nlkQ4(ZQ`iY~bo!w%jMelQtZUV zL7(9JgZFz@_?EFecFyI_dIrbdW&JV(rNz;fG`M-7(&~8y3VTSqetGMm|Ks<~@~u|G zBnDhaxNlP*%7DV_d>^p^1~4zpave@!aP(S4fv3}|sMCq7!sfEdR+O&ZtfK>04Re!h(c&0k;j>=mQI zN_$Sca`nnr=Ir7%)Kfe!yNE?jfZqJt_{(30CqhaDPkl1--RV0_x#n(%*sfi3*O2>o$cr4ZrvUhJI`}kSbP!6>Eq?To;>(*x5_punAEHI zz2HS*Xz#^>^nP|dhZ0LQ$TYCrxb2j{MjEixl&>T{N8#-!g;#3&D2&RT?-~xG!uf3x zy??o=kU)9)!X$|T3tK*o3#XHzPqyc0fd&QE+6oMm)cajWlIkM)907F2$zrth)@ho!x(#qC*PbioXLxS+hC4;t3 zA}qL+=ZGc}p}+C>o~JkxxY2_P(*7d>&Ebc4)Il=vEB}c#ab?e=AwARY56Q5ntAER+ z02$PFlTT!2lA!I#g%P4I2|}@N8YLfypfU8K=AI4_cC0(GL8*oS()!V(VUa|L`S|(t zH)|5eW!?4O(M&u!t;eg{%%iEh%cIXp|7-3clY8gXWgk( zh_;rYN(xdyIoZ9kF^ddojEJpKy=3Umeyy?U8->#^L+jrZ*)&t3CDVKdYX=H?cRy;7 z%Bk>b>;7=PT~xU9bHh=yKNJXG?J;BQ!+sAtl+Exs1|{i%?(_%vDaG!;U4CoLw}_3qI+5?nA(fk$#w z&k+v_;4nMKU+NUdNE+{2S4sw#>&cne6$%Lbk*aguKn0(d7M>P4RM?Pcb*PYSpL>0A zQl=sbH%=wQzLY}2;OhFq5gYbDoK6o`J* z-hG$--mfw^eAe|e3Yp!xJ%3wJkhW%emQ1doSlnd$!9WzG1nko;A}H9vmWg~-_IE*+ z@r-^Nh28f`+oRV|V6l8)*y1P^TuL*k={;2VKL7v#|NmrJc|4Tg_aFNfhB3yB!OYnA zEsEqhQE0O-(L%CBgo-Hjnr;Mk9a1se@1pd5*DiS2Dl%d|2Nw92rcd>GS2tnKU&g(`K z!Ko?D_(i!0IDG&3vq4Yu?1RK}Dg#dsy)x#ox2H zI0p~og&!37$ii?z$b;?11fGE#^5A~`4_-t(EChy<*Io&M`>3E?bSnxiTtTQfS09ut77?MJUet^mY%bi|BY6oil}+J!G`fQUR z0jdA2(y%2Ct{I-?GF=sf??0q0?lcMlp5=(8g1#VBZuL&CZxVoF=g+&`4L9)>e`a&u zCjqd#df3&`RS-twKZIxY34l0B(Kw4H2(!qC!j@D4I9qftEnPOB2G1|)~gat9r(UQWOSXjUP=+HY(x}R8+`{ygLu;`01kW-op?FE5amD!~i_E_Z!kR>iZBI?Xx~ zx7ir9zG7hO$YWNh)MU&5`j!QzcH|^{sA2|1u)=nRF+&e$=pLhZCI)|OC8(Oyj1^42 z1*TRSu>yHZe|JJJD_oNq$n%fg>V6CY*{OmD@$gBmJ5~{ap9~0 z*)MMDoM43xGqAGoW`UOt5xyGj%nW-n#oQc5ZLAD^F-w_eyLi}P&zDi&3u>FRd$U@@ zzSH!5Sgg~OwPc0NaFKhHTC8A9Fv=qbGD9&_ZsYwU%#dLI%4hTr3rLM$=(Db2h2~SS z1r?(7c)DF=Meec!i`fZ(gVU@~Ti99Nn9TylX4Uxfyn&r_G?Rb=-IuKe5R zGV*{X86m;Ggbb*pD7MVbBU@Jq@3o%JBBK6Gd6n@C$kz(1cB=zR3>>cYwh;es5gBjn zwt1elh>*n9jaFqBkavM;=3efz2hHgZ9kM9jt2{L$0#~NfU=A5L9eSrLy8AL!X3mm%aPnC}JX?caL54 zFVfJ^&N41NgxpG$w$^g&M=VhNODxy{MB&hbXw{>`$oOn>z`xEkt$zPM;8Qok%;qQhe19)e9OZ*Ksk3P(?pN}@OE*Ut`>T)OY61@f~9XL*tNzL9AL-?&)g+)<_(~pPC2;sQ!HFSQG5yyu7Rraej zkEuE2RVN)7ssMDbNDDiLZ zYwi-VJY~P47`}u!Xv&vRcoz}f$@jVThVzK;Hlp6%-g$(W&Z@;3w2Vx6jx+ljuQKlc zk!C-i>f$woGrGqoHee0ect;c_Mv|j3s|>x3_hI8b2*f9{)ut~Y#X>AuyPvEg$*&`4 zdkO1Ep*+WRYYPmN`oDax;g5k0y0SlTN0>4O{BOr@Y5cm5%yHa0A=kHtsE(RE4Ch@# zGDnsEypLQ#HspI=HSUc$$ppiSZ&5>LW=OmhVW2a%i5u@|*v%M^&sNN^u|EGt=I=vw z7p`^w=dN_r?e#<>gjlCRDI`}hTs}m>ebcs(-&*lPA6Ek-C5N^n*Z3u~f z!3~Gf_pCKe=b{9d|Of@Sm*{d*t#RlUW+QRd6_Yi5b$=EflF=@Y=rTNTxf;JYU5|Dp8I`(0H~&%&I4Hy(A-rV%IhftCANW<_pLTj`MHFH%n|{jv4;N&zY)Oms7=b{ zV+7Dxc%+Y`)8^kSQ^iL_z`%*aO3#`E<3_hizfFFUReK}_u5qUazoxXJa`xBfdBirDHj+pNjJa+bnL zE+B#Oc@=lLy` zRYsza&lD(8eTf80MIJMiokSQV3&g3@`~UG{FFWtPB)}CyN<2@uFr3UEE92Wi&tEk{ z$H|Qdu36PI%^4y?f6GH^UdCe*G?I&?Un~y@01R_}TL#%9x5Up`fX=g7HVptz|w=0w2Vq(YzlQ6WuT5PHR^n@}mp&syN7X&-3k@>t)~b!(xkn6k7GyL% zcMyl0&b#%HT@nEL*gBi95-@Riz`dqM0(_p@bLFs6Kvizdb&!Pu&a;2-s*6y-i9Ze} zJ17BdXT!7jdL>{fRZN=jjRJ6xH2&uh6%19IS4i)vAmRI87l%9ze18-b_UO}~HGwOy zUy=s@WrT%{yU>7pE#b7%aT+LO8kKh^(x5~-Ix_E$B;@5>lKY%41$GM2#>aL^!|?AO zR~(ZJVB?NOxCF{T-O}Y9OZ77FCX8<+RY?|7bfUBmtI2|EZ2ayu7g_ja2wsE|Ss>eA z8-pOnP=)SN_|R3JJn%(32DdcL3R4MiQsy;uu1Fwx*XBaqz>QegY9Ih)!}hjecIbZ zb%?y|8vDdm9m3PTF5_sMv^h%BFN@k-x1DA`7I%m4*XW1osFyl8E5)8~-c7gXyMh#a8Z_--?hXIuJuVp#(9~hTcqON+46ZtPrcE1bbB!R|xfr(6KdtAd933 zWad*(cbh5z@$A1a;iK{}qj>20ijy2+m|Se_e`hVA-$A4p0{!|7i{8e5zcgLdEl zAm7Sa8eGDppYZSBLM0SOY`-NzA%>GhPDc{{I^QWdpGAW_ z{^$=fT$1#DV%@dtx+JX31lY1hNP>yv*KlJmNhr%{7qjz_1a04((vVpij8WAapQqA* z6oWrwV@?D6K>fG&!&GQXsp8Xaq(T+1$G#B_8btN!8I02J;pzFa-4-Dgj1e|I!cpo3`px>b2ok2&ve*>y|0-`b=va^_T6e(i4djX;IF{x_bQPE#P=w61q& z4h6g{ceR-KQy^!-xGqDL0+)iMQr?D1fbdpZjS(IS@Jc2AY>J}5aWUuyJM&TLPClm?ya~Qk;I~B_PCSitdGb)4{{8)3 zdJrQ4tDi59c1ue@ILCNGx{(BQhyD9&z$XDr#Gm_3N5$caelLdSy*Nax85>;j6bIkl z^Vzzm#i5Hg;cQ@{1XR$JAE4G0SoJ?Rsuf8A<(JuKzyF{>a=yvQ)dC8zT(Hlzile~k zOF0r>E>K|W_n~_xP85h=#zyjNqd=$YV$)3;1!}Z<*S<$nfGsfQ!to^vu*cZ#&k&qsmCZGaKX|mE?bt-s|4vaL3QsHS=1RK&sfju9Ub$IFL5_Z<%CW9#;z3V2G`!fY- zKA4i@L@I=-`o@%5QQ^x4m$2JGRM^_?liZO^g@T%aU3(*_;O;MV=!*vxIun}vM|7w# zcjfEwTR|#}ru%)0tEAiOd!qQ9e(pZqPjZOALIt--ZCQn4DpU$-8X|*K`0zzRyQY&0 zU-k3U-!xDmb@8y6d^{DJ=Ct%A>GxpQD^Iem@upo#&x7Nxjr9Dx>?SXcQsBp*ek%)` z&3Fhlp&W}@RIu^NdhhUv3Mxrkm*#yp^XM0l*4-jZg^#sgq%Z%XfbNlSQX>8QHhgh) z?b=C!1d6jxNdg60?(gJ?8=%*tqO5s8o(jKi;PS3ZQQ;k$~gv!M6+6B*5zVF9Z#| zeZG!JCHHW;HLfDOeZ|Cz;$Df>8q z8th||O!JvWJJS^J_pQ&NY5mGtdA^HiM0fVAM$9sru4d`Gjj)XBkv`4ra$ZCq3_cCc z+PR3by2?pU-QL6o(_`%YnM>%qvWf~H%N4YARSQ3RYZa{;2%b*VM;QY zx3lAkOeJ`p*Vt`K>!?e1i;$7#8d|G(1icx#hK9Z&>J+K3qHjH~$nV>~hAM=53UUdq zqxGD4J*o_*q_o}s&wLc7q^@6nwd_Ak$%ie6(rP@JN*)Zeth)YMM;mW+Ef&u#qZmPp z#Is7vXrvckUBc+%|Da;tXQzaaB~(`?-XcD42|c5jKVjv*jD9<4pnZyI9(^&K`Az5i z6e@Jo;FLh=BpUU~@lsUK1e({n#X4AT0`=bExcV@5la9(5xbB)f$w2=mF>$|d|4>#! z>Y2QUgJ|Zl3VE~i0kmeYy1 zdVcJ3uV`Y(jfuCSQhD1MdK~C=n&(n4inpq7v%5cl5*#bPWgPp>(0BZ}lprVHZ zE;mS}qwEPe+~>I;quL&`G|bK<1|PBY(`n%@KtEOOH4_%2={XI9`(XTB;$$yH>LPig!GJEXmz=rfqJRb!fwlp>U1L_ zB5^<8MfM{%WSPjSwio}mdJHkht`;2c9YqY?KZLk7jUc1G z2MCI>f03(#>raQ`29cA_Jx0vT1IQn@MeZc2QDi=`Z@=^LNhC(P=7DYgn1CaRi|T zHb+TKAtcB8&sTY8k&k=F4`f=-BF`PAl`s>t$h-eavw2PCkVKCqrdWqLB<5-MuvYsF zGTv{h@%qIK;$Z91)9o{jm}nd~v#Od#{Euq8Vl)>JQ{tSPgv$zo|I0Dx@@o~zQM}7f zd9}vCx?q{S3+wAhX%6||Q1~hm5GJ(xRc#HK4x*K3Sgs&GLU-*-?qT4nPiC-H zYrYX8&%*eBNsVJ?w5t36;)Yz;soV!^$^uVwgiID+vjTTBMOf=9JCy!rNB)X(fMpNg z===u`&~Ub<)M#+Rt-jwEA9ro?D|dC(l$_=OirH5Qxf*u(Q#!ZYEy)hTrGj{^G)@rC z%Ju)k#SK%JkYsZ?ZZI4PaC|Ao1NrysW{;pe;AZxU5TwTg*y961`|ff>^UXPtANt&| zVsD2#Sjz?PR8t0(o4CMInDf2zVfwnO^H5*81->p}=6mk*!mwiyS;K`7XwhSZ({Y=q zPE)#Uox}%52j|_Y_w&JIfvK;(B`@?oAq(&P$qQo{yK`fuun_%X|MtX3SUBrspC>Vm zg?wlf)Z!3e;0AxKG4Vs_92O`&97W5iSa88xc?-E?frn7)IqxC>*H&JJy%!e*D5ze>`ZX>j;-~;-TF4 zZc5~DA;9p6$Yl_Ppo8`+rxzMt<=-;ovJc#NM-WxXIp=#wav-BllxF3?3J)lK^ z?bWF^{Oknyes%eg%W(pz=#J0p-XTEi{AlqLR|2?bJ{29ZAV7eedYX?60d~34bhibH zz%y-&ySojE@ZW6qSE?Zi%4r{l-`SHutie$@c9jGjjZ-_a~#K6Z8=MOoL3^s)*_`uC_-6NmZC+7N)n->LPAB7n3Nk32zi?~02*HVdk820m0@%yC*Exp1^b2F)E-L>Uj zi#!c(=e^z}I@1s>^UmNnody%Bhc#mwG$0_Nar^}pe(6IIsfVZtB8KH!w^H$!J2@}r z6%AKU+TQl=qvMdA^6>Z!2AsZ>+AoP=!1>Nj9!Hyjh5_#iLk0sukHjrQ&eO5&@ILZ} zSUQ6A3TJ<~LBs7kvg=htXfTU%yRG}32EC}A-%?Z`gk%ZSuA!+0oIx&5}{} zf{x=}VRug-WHf3!BFg%mxOSvPYNSKhA(f=1z-! zF2Zp)*YEu)Z12+J^;P2>9SI?&Hmxyq)Sr~wT&u%C-J1jtH$DRf#NM3e!uiJumX_c9 zNk=B-?$Kp;=?G1#3un%upeszk%sk@T^KFI4n@UXW3Jl8Uyv^thD) zR1~jWd0=gi9(n}aXtCvbDC@Z8xPPr4e!Vs2cq&mb(U;VFqLPZ#GnU^&dZr(&ZB>89Ds1LQ1@P(LHN#?X5{?ce+~H*4HknL~wH zf_2I53M%Sfnq71`FKpkwsK`Z;j`bH7Js>#J(ePws@_9TRrXx332D{Qx$i15~heJo! z;I6~YT{I~7STFp&hK2zZ_VW`$ztnhro``--#Q_e__FaQ;|0<-sx0^?YW!Z;aX>oK6 zzYaR)e1eX}i;FWQeCaTJ*gLY350d2ihs5^M>|049u z`D204*59L{JK$R6m+f?1&8X`sET&`Yt_?B?FX@o+EVjPba4fIW#^S8uv415Gl=Y6EXF;NfL1&aP)bWB<&yj*bVD13j6n@PY^iCQNERm6g&_opmCibT$LCtb@L%yD|}wRUrLj z4hwn#y?wEsETrUh?A#Z?!i+=ate9;=>WQ3NH_1du|HA6j>rAATrKmp9XJWmJg!7+V z2DUD(xp$#}{!fO(?R(vMOt{QG&61(cUsj@f;A&YW3vyv>hOSUX5Z&hfhMr^gu}&eC+6 zb(V=)%NC5dHZT!x^S!m_0~4|fy@{ijnNZB-`);&h!p3M7Go+V+V%wyvDP9cR6KUC` zGDgRuJ~5*$8|Y|zK)8F!h=J2vEXyZ_{flXc&lz@OBDznfIQ1?Q3l!$2nME++#m(Js zti{9)=dPo^ZyAVj%DWus%s_wI*NKK^I__WJfBQaxj?YWTT^AbZ_(FW)NoZw2;c?@g z_k1Qq|2n<&vS;GZwf;utQ6?JQ%a#5HGGR5@?I0$>gmRsjQ|My`u8U-@bk!Bc!M~Iv z2~EQF9?TqB$DkuFbK8jKMh3`gf382ZV`7VLon7Y*CSDiZEBmd?f}OJDK|c};_JK|- zG_+aJT^}55ew+!nP(fWbgNfSgVIOH>9Cf{X?vcDc1Dcon?;c%Ghd8b4o8eaBzCO0{ zRMs*kF1)oG8-2(`?AyN7>kJlpdzDipxGa#y>)3o57HW1~vQ0n6MEB8nA6ub+Gv!jk z_H;2&KfE+*$ee-gJ8s=~{Xxf#yb9`s0~0Zw@sn#!SfFVw->v4%!ogmd3ePGQWC}-p zPd#R#{KMUM9}co0(LH}h3SUUmRbi^-OhgTw)F1L>BFC#;@yrAhY8KO;PZqGS!Qrv5 ztcpIwHkP&fxa&jKeqm$yR(;INs2*9lP#--PTm^nTEbLVM^lObb) zyj*U8rq z*B)aWIHR@>W0Wa$j#>m6BP=jF zMdjiwIPCbb*EYxmBC$Nf!KWtpSywWasK>^T;wp?Vx`=o@brE!s+DeWwf=fdLlj`e4La&Yc8 zYjoV6i%!4lk&7iLcX}(&d&osBx~chDTu7Qf zCp^B&h3;9&;usMg1mj0c?*HZf5AO~6R4sY=zwNj3PfBeH;bJ|pvf&hui(QnEPr3?R z?9g<1O>>zl|Nq&2{;oo{t@89C!ES|4s^QxZVbvy_4l7_*c^JKyN81#O<5aU+BoPmH`6rD=b-7= zw|8uB4$Q~x=T^<)fI#`E)5hcA^P-l`O-DGw{48#F*tP%V{p9iKm52YgeVEEx(~940 z7~8(8wLHhhe2b<~2`e@%UN-CBb`b8fi6u)YC)r4xbw9Z?la0aq%G1XVv%x*>_`=td zjY18xnFUNXJZ&b`H&>eArklV1XA=|HZw~lolsOBdTH9)(V~wF#eXjZGStHz9TQ^|6 z${0y)OB`K;jiLI30u8D$8q-_^rgcV;bJ!FyIL%17P8qAL78t_#nqYmExdHA+ztH){ z*GFU@#VlADXB2&2zu|J2IMw80{9SlYjCPOb1&uSYBPh9Y&rc?vo^5WP{gjDc2I~%u zZ(_o8xnZ4;Fn_g5`bc63?_ECG;>O<)Iu3@J%=EiT!<7UNczvcq)F8Ws9Z$t$bAx-b zCNwN`$`?O&kp`B(Q^?9KQ#@Jrr;pM{#cSC;YpRY?v4S6TV~|2coasKfb-BWP(8=Co z1bU!#+KO0LQP6uqDynBdIM-%JM}q}=aM30;J|O5pMZ}f4R6-A~{z(Z9{S>^7ELd?b zmV$|#wWguM?~8R=wspNXby2_jY?IGYT`Y`vB(=1K43AA}U&V}du^@BkdxxtoC_(mX zTz5@zQEf`7hm9^~?g~@rR@6nI`7tYt`()4qDpK7KkrC<0RZOLl@szQwt7N+l-pJ;k zd`>50-~C6s@0=u~=;X=TnjA6$N@ouSx06v)`XTmtF&RTk`mc!|B_rR(Nh-~W3{T>( z8FDN#EW4M}OwS4J2wYubXX&8t7E#8mUFTo<-J)f|NgiYza4=5?0;kSmF*zOV?fmL!7(_z<1?dHh_atnO@RPCd(?P<9 zM}((qr)VRx;QkXNcy-X%wZ9|c-1O4}d#s2!BTad_tcn12_1OVmln7Xz zqxvDDm+-Irr$W7LchFS*R59%fl}m)}W*JH(v=AV5i&HBePC$$6>oA*#+L#u*`Eu`m zZDeJH6oJ*L3hhptZmw zOa~(GUMq?)bdc|PL$arpgo*Q)9lqO;5KMjWQ|T@d(OWNU&GaUrDeU^`6C@o_3P~wX zZFQg+us7mqv<^O~xt>UX4(8vI>732eLAqb8T9S+o3hmcSxCuy5D$+bqyOe}yts7&b zh$QSas(Ki3iim>8CEjCaNQm0``oyJC5@tqs{Nd~BKy;gK`5Wsge%xM^zgTF`Ff2L4 zua<<`AZvloJmLBe+0FcYnTX-DUE9};e4if!h9tO8Rq@Y zFH%W(b8F4t>w$m?k&6OcC0yhy}=0QVn- zCrqRW*pz!#wlGy2$0H^m-Q;P5w!QR0sk;_dde_osU(>{niH*OJqk++io=+Q=Xut+_ zGUv-RAiko|e1(}Nc3N!SBQ~OeMQ#hP^DA#dtcC_O+Sb22%u$Ck*Q#`@SpwG-CpYklmvC|pMdHfj!vK&m}TtRdkq-@o;AUuxz!|6qk%#NOc%z7kg_;nbNyevA_{ z$Z0_@KQPe$=7*8D{IE5jzOTFA$>(V(ld9=2_?regYj>`yhm;y zv1ldp`ICK)USgFG2Wt(J3&biP?bgpVel@+4#CFZND>1!tLNm&wNqKtZx@4whujlm2 z9R~uqrhBJXe#$wXn`SRod11Xxg6}->%DJ19OU{T(R1$-wHYuHvs0>N3`cipIqVmsy z{YQfc;*}}6$7)Pe#41Z-+j|Qc(<{SOuGt#A5v|;iy|K>3K(zAgd98>!j-r)UUI&I> zkQc2CBz}>VYMAy<{*NzQ?B4!9CQ`Zb#Hz)SCng2zJEGl}T$vOs^eB6LYjQ#mJUjk; zHRrE@OJm;6qKi}}WjVe$TPji+{G@EzW9ey?YiHi6Uf(pWQtcB%uPaTYQfGMC0_M+2 zK|Xs{Gc#&ZaNn{%DL-;TKw54TZt{KnpFE>`$EO&^gusVg71rcFAvm_n)nJF>q~MFF z=$jiA69SdF*R3ZF#sqd}wCf@#M+Bc*r^T(l`Agu`)}Gh$=BMC?aSorFIUrbHbY!WI z)PNwgg-8l|(ksY$D1O18Hg;`dna zf4klt;-~qHO*^)JnEz*PN+oONF#kx-l`pf~fAKFYIX3^$=pcXlWMX>Dxj}xLr{G+9 z;0WK{S2AedwNZZRgv8+t>L32!+WLzHSO4&N1FVOkKgRiM;@=n<{T=(K7c;9JN_jNK zH~ShVSLr;;H_38MJdr%XzeYNuc8xEBvgU%Wbxk6$EPB4|$ku77uKHZO$88$E7?cW@ zh>HH>e|p#Kw6G28(-4(-#HVJpC~}`#bQDv?fX}}-|1A~=kxJFKx066M!N&2+$^Rum zZq47cU9b3ZIjbZ)*ffBTln3>WqdAS`&vgn$2YX z>AkO?PNlArhSGxE6`?Uw@GUi7cS9hFMUiTKCSRn`UTxFoI3^8a%2n}QRWitIo9=6p zEc=f!iV-<^zOs-~kDuf=$l&^{tWQQQ(omEt?N#GR|FiQcdiSe^BQlsj;7pnLC=37H z>jqvV&46XSjo;kjDUv7rid5InK(*CLLYDgsti4JrVyVu+V~7Y*D_hsEFD(PoD3# zQ-JgbqD#;|d9-~qZ~4Oz#`TzsdajL%DAkzP`aw7)4ZH@BcPqLJ?P-GRt~C zE5UUBrC|QJ5{mJ_!fn3tKOVM(Tl;F|fA#VTbyPB%g^W#1*%hsX-<)e5shY}|J$$R< z^mG+$3u|+|SEPb_Jjet}s>1aVA^bI06&3`WMBh28_))iCuS_o>Z&M%>BVcFtO$MnZEaqA%N-1wl0dxD>CWvAlr0ef8r$9$Oz{j*0Kg@uksQf@R=cuv1suHjR0Y4k$M!Ml1m z^6A440|zR4*ZMZ4PEs+RS8p{UN5h@S*68gDG{lt^59Pd``ahtWmVGpBJ{5I~Hl94$ zt_OwGj=QdjdN8`Fb;Vs}in*t57>@tagW57yFl{vzi~YP;o{gl!*6pwBh+vAwFJsag za;ea~J~UG~fr?3Eo0y|{R1BZ4%@22^qJ83(XpcJ;>#ZVo-CjV$TY86OaXt}jD_ zXVRfyZMoWfJsnn!DnF|V=*TVk6|A05hiUj~(TOxVW=wk&fBQHcX${kMO$5_%{!&iS zBQW5&?Ubq169!f$z8%dIWg_Qez+%&ROq4r+IB@zn6Pkqz2la!P*tY-30d*fHX6%(K z_`Q+|i-kcUM!y+&c4NuLd&d~CE8mb*7Q@8H);RTzmMm0n2>iM>oCS{8Xx+4PEWEN@ zr&xWH1!>=}DQSKz4BT-{UG;^Dje|Gmd$5^Uz1)F3FN}eD)9fQIadfn7JS%1Rn~opD z4+jcgFp$-o!9Bxg!re`0ht^sqR6O6Gx!}jdOoQykGHWKZ%Y*b|t}zhTS~fS^o&ioG z_nY}!Iu6*D6y0{F<8p}l%hS3Hkh^mH=?j_v-a%;r8}k%CG4UbSzh~b#6Pb@U>dXIR zf@h$-Z%YRgwt>0|n|qmP`)C0%(FMWL6z3}SgGY0U8F0&q- zYlzP!gPl*m7$Q70sNmT$Bh+46TrS8o0`L9GTZW5_QN8TO;^SY8AxlYUI%Z*lX`-bC z3hzvCsN#;U(K0qRd8;QbJ;p{_&`50JD>mBwj#aEt;9$4De^>f)4u*bTV#b`{AYhG0 z@}oKq&PwmG-eSRp0gIC}dYuc0m60~#Vm!?Es*zbehlgc<%Gs}$^RVHn+9Tr?Jp4V- z)g7&WI&m-cRvz95^;>Q`&qICIlSuba9wM(nc!*Q}a5Of72ga2f`%G3()wiDeF#BXL7aX0VIvX!?f!i&f4?Ve9Q*t42 zg)$db&3jMeYjN>nR!uz1kqhY~F`nnxTy!oAye%oqh3v&Y(eIveuy2i+*qcKfRPaWg zV>SmJ1rKshykx`W%&b$UtJ%o;6{~XYx(VdUwtv%|Zh~tDo+cxZ&X3fVC+Ndt zS;ox6=b6|wc+5X3p8>1OA1O-OOgP6`p6eH$C-oY+JGX`VI`l=x*~py?9JeaZT~S3x zpWW;Rdgw%N5q?n6m)q2&Mb$&q zYxNaJt@QrM0f!%yJs+lEjCM;Tr-1@qt5ucjCJJ25v@C4IDEMP|Ykl(rU99tcvU@CC z7i6QhlixVHkkowp$a$YGvLzxnb6a&0uyklag(3y^&)ScNm`?FOJ0&tEHox!bqO<7P zl@3o`P`~ZGL}2OS&tYvsTQwOOzr#s#A!J;2&WkkoOh$*MQ^_kMT_le@IXkJR3)9D$ z51A{3^-H`Ro~Y|0u0L&KQ3DwPnJ#x@50LSH00030|73V+JeA%1eMpE*8NzWm6UWRk zE8R;nYfz*?sL&)yk)bG5nmi(7ic}OTo+POpQxO$H6p<-I63MLm&;P~m>BaZe`doYO z&vmY|@4eTx)<)wAA-0Vo)~8vYJ^Wb#;X(8pk3tn-(QC^vy{UkuN&WVDVT!Pc2wb)x zNWo5(V-Gu4Q^2Q4u@%}!L4eZ5EB^*k;O$wmar6!a%^A0n{jX54>(@!ExBpO3CSK;k zyODzT1+4DswG@axFyF#6LV@NVjTDoWR5*95t}WY41vP47ApRT`OTXNC;uTEAYxbpQ zo7Yg0bYy05-fg982#sAV^=%`0(t@?|?o5G53UZ>&CVfFK;j?(^Hf5CGJvX{{Co)LRSGJ})n zl(!6Xn2O|V>0MV%Xb`<%ox;}R;F#bGx-t!`5}JDFglKrn3Qc=eNyUm=lAg=YQ(-n! zIwgp*lXQmCdPj1u}*wgf4_ReZ4JFiinmG9T>LeRyX6)se#U zy&@t_t0b^KarE-OhvIlY94siLDvnj<%vNojf1$C;bmGDwZ!M7&%3#f7UVmH(->wedcFw8C! z#wdGC^A^bjag0Xv}{OPT2`^Qh@El0Hg}!>x@v^0Ol2kY0!WM*g$TvP$ zUm@7_c6NK-5JH%5M;>9l3?^At=4m{l@Y|bmW_myrdYvXd7Vg2 zJ17QiP3eajYGSymo2VdMDT+6f-)5B`iQ;#iYmU-IQS>ablz*Wqh7euh#ZKj709Zh$ zztEJwzHvrF{68ce?cZo+A&%KC-(IGE6hn@~ro#0K;-DLqHoq$rL#;@^eA-hnta%bJ z`5{gW?J=6)mK+vGy`w*Ug!6vB}$^VzRKNHR|=OsMslNWOX1f< z%gpS86qd#QVpbfH#+6+ab$8RHF)DbScS(jcQr&u&$32zCGm2SNElUPU6Dfm+Dzcz% zDDpLkkVWurUv{OT9D?FPe>ld<;k1Oyy2`t9n7$EPLjE8J9eE+jFgFRsyQ;#tLgcXS z-L(O-8wpSH^&*BZ$-~TI*)nD`8AaJh*>q9?Yt}ux;KZkhlhqT~KJqKVxcuqj@JI!` zYI8}KN+6@wV^{6+@A8P65}pqWCga!U3I5401yu1!c(2^4h|9?n_up?$Xx6J7QhSu2(34UvKyKGt*>Tt>V3vVN1rcI`_wkhVq#7-Y@jtgN(S$uJtl8 ziZ~Zv{myv}r!Snm^=bMZhp*pxZ*ZNafZY+_z*FYrbKdUQr&;F>O!CJM<_NXBpKXl1uJG1Gaj3jOdOQwUcIQz=* z935{3eG7vIX;5lB-rTm0hJXay9QQ|5@Cmr4|B<6Y;QWnwZ4NJQUmLn)WQvNue@@h8 z1yM1^eeKp{I2EPa%s`c=;@Ky|xkFJDB!w=>Cas{L*3^4D^|2zn$;`WqOPqc9Z8#XC zMnP(3!9IF6hi~(5v^ptM@m~L#dTAmjZ;ss29zGiM_L{T}(`XQMSnIbsordOi?>EtD*MELexIq;c&n^1wGopr{wY8sr zwyWdY-qQhg$24$_zqD-kyau9e?saqj(8Pypr`jbNweY|oVNsllHmv9Qlf{o|L-_gJ zN?#rw=-S2%n8)kDq&4DHLz52HC@XQKsd<@L88CFsE6`g}>(WgQf=|FEo2{9Tt% zKN6wSs}0>k)r|Y6wIRB=`j-W_Hj12IjaqNg#NnGA&v0A=f?pC3dG=}`RL?HY*hmwP z$LrR?66@@SIRpG_UOr}Sx;FsFg^YiXZ?Amg3*^f2K z2;P+cdR##Xi>P8HKIIJ9dDVH2ooB$*S8nCgKXgPor(D~(mktJhNog$Sdq}f?8wbpD z^n$(frvwcu0^R3_JuXvlIM-q8{SS&L`BCMjYN80HR|ioe^f&Glyqox5Nf9BAx}x!P zMeyWacsyLCfKIln>sc)Ycve%HlhS06&iHn(J0OpJGua6daU?w6*yOdjK@M7en-3f$ zNVqOQt+y#7;VqS&`Mr{aoC9}L)ALD~tbcs|@HrCh%6|B;k3@n9txu8br5xIqP6$3t zltX#?>a*mva?re{wtR982{z3N>)P8$h$4E_ni1>!(@9wV>P~GZXFP5A+2AR2 zPQ3%ncEE{@@b)0Xwnj24>WchbmNhZY(734gSO9TgxVkiRbS zvI6qP-6Qv%Q$SZ_MQ463M<@BEHcS;MAk_D!=IJs8yk0olaNA!2t2;aTO^zynPi}32 z#}6`cI-*2BoghOptbLB4C_qKtL%fok!>4?TCmx6?;>zIqC`SuL9FTeGY@yEK*U2~C zJtB(et{=&6_fUZKl_BxsS~84`tvm%uWbE4(k00Lh`0OM*v8s-Q#B%5GCGqlzy|eao ziXIsuhekf=JCk8;yt}E^gbe1uRmshKWb_=^a8)H#9}d<_WW&nL1l`dm2tr%wiqLyxK-?UIG3XX3q)^Rh_ljMfdBmw~FdZea9N8AvZR zsw@?if%tK<{R!0-m=KjeOOKbr_mL3C4APgsso@}oCvWW+(v^$oVCi(%sh z!mj<0C>j$t)L)blL5yxMg9XY`GuOfl}#74a!)YA1L~ zA5Q(Gy)9l`>bO*bZ+1Ix>GHMC9VZ%jOZPb$nZ6^IlnxZE7kn(pSIT#MFxD-OuavF6 z^leHXe`(T+Jj0KR1WFAAZ*09DEKo`g{M{5$&6zh|`ElHxw{-P3EqnLe#ie;?+rH&0 z^OSySc^zm5$D*$m0jj`$)PTw zl0EXzAFg(0F0t8wcicU{fr!tMG8oWoBc!A&zDzoPAvSe;i7FO#6Jag^vZRZ{M5cL+ z@%fo?V(dBJVsGjsK_d=69oer8jvJ*tC&_(y=`lXP{&G)YnSc*5h<2PK96TKKVEAcRWQW_;|+H{AxWl$%wDDmDC89ZI4rJw9A zi#eWHTaPMP98fx-DwQG&(b3Pl67&A*#hj2>>r8Q3`0=w$=&xjvy}*)^`Ys0>d0oHA zK@y&`ocTka$|K{3)9xFbK9mvIW&ePS4Ei&JQ(N80sN}KvVP-={z|#-C-C6QDyG?^X z!A>4y>!h z3)NLXq3w`lPK!Kp_y3e_ctwKA4<8{{A34mm9xR(LBB3R8t>2+0c{o;d4EN5-qb+%- z-r6xTKHa(`+WdhGo(P-i4Sr;l_jQ{zYjEmnm0x+2hm3axjXEy_<#D<##ZQM%0Sjg+ z@x><<@loi5uAmJC16R*%%IuN61P64x^Qnhx7BZNHm88L-)KJGz>z45FD|?qPv4 zZlxOf?A2rf3QuzsFEVj+YnJXG4l0cQ?v{>WVjZj7bFiI>?N?SNbr`B3qH4FzEp1hl zEcXmd4p+ndOwE+-Y<0x92DX{CX@GJ^m+L}@CfdWJJj?R6a4`2{tgw+bHq$fD>^iEA zS3kENbiSvJ^oo`YVyzCe3Z>=;KI>pHt*#|x8w*9yWt@ePO$EV5Ei8mZt@Wz;%7RtnsjGKob@4%~GD^kqFLpevb{Acx zi~hrj0n$Rc$eLf|xv7sVlG?D1e6 zXCZdin&WZNEMzTf_V3xp!eIE4IYDg}EZm>iKOEPAhh^jX@7_ANc-T5%ctIQc*?S~- zwrS($wSFN!UhV&MvhBrhK_9HNVPY=y$8)hZtkhOLc3-E3p$;9(t#nNcu8WCEdajP# zr`6Pk3^lkW1WVY-ss4wXBdWEstW@FH$gUSEQbA27^+KGa3M{`4E+S-@NU8Z}rk-CJ zdF#HeFRWl-h@Sl^zmbk^!MK`PO*-~B^2f`&(^0VMz1mTZf061_FQlr`F;Ot(r}&!& z)`b+CcfmBgzGHsusS4-ZdYDc%llrqY~Q>RGd9|+pi?g#XBB~!p%I8=Uq69vI-bTb-3 zfoA)jnmo?!%y`*CQ7mL*m{4|K?${f1E(cLY&TLPE2 za8SDDekaH06>mk;&n!+o?pOQsG-zn>Z~9RGoQ7w&+Nym;=y;R+F3fE!9g{h-Y>EvX z&-=2EWI56?XYr2Qyorva??+ago6^}4#HlB} zFmtmO9bw9hrmi{~oEzYk&H28C5654vv!G)`%^%BVaXONn72?GC>9{K)e=p`A8Xj$2 z|5%TUhCNXmg-&}>(HUaAua8XuS#W8XUX>!6va-EiI4I)wbMK%BT#Bf2>*}t|CnH)^ z%c5?(Jai31$lk+ph-=f>>C`U+u`M}AQp2RNYvZC#1=^B$qMSUZ&?pX{efIzAWQc;o zwc%ZMfe5A;Uyf-M3t{oEdA~fG0P+(mf@~i1!kx$L?&^v~9KUa3-1TRgFp|FF?|A1Y zVZB*zDTzHu;q%*{ z$|mFrT$@sJ-Vpt>g7Tf3Ekw_nXqJ0G6JcbMuKRTKHL>aH?hY}xdLlaX%^Nk32I6Z? z@1yO+M?y+O`}|$sA)>0^|K*0yW5n;cNX?j#34$-;;82p+3}Jo8vnc${JmItJX3Imq z1>*nSzXk*HCTr%oaqGw$|ND--$l9zhpf$jc>9On*u@oVEzho37nJtV4O{=T?WYPcL zss8W%DoV=J+~~O&%oOBoUEhjffpzjwafUdC*38U!DoS8#DqQjGQc0{hspjJ#$=Rpus(z)L$dqa%A zNn9Blj?a}GU8an$r>z(x^Gb*e5ozDFL>c=mD@!u7|Mt<{cV-(74lCh=sm5vhDbD)g zQKJG*Kcp!{mtdL+N8h?VQ&uWi`shh&_8}E)C*B;>F;GFW=gRaBDHX79J^1qZ6BEsM zSE=m@WrCGuFjig4#G#NN*Ms>?Tx&hU9JOL%hs!v*UWLQOe07ce7UPCuIMtcCxxPATfynu!>63rtWm*c z_2HLpY!wJJD+piVQAMD)c@mGFDj2u>{YJu6IepDZvb|Up{O>ahb9*`QfcZX;t7=F? zY=xw)N<=uS9psog< zr1bo7H`G9&^z9Via&_di{~nHZ)Ii^eqphZgCQ6@swENa;BJpuWy_T33K1ZME3)!ND zx2u%`T%5H)kx7~~4%ULYceg@Vsum=lyEbT+XrbO}&!1Z|+Gy-G4zj4w#u|~Qo@3C# zb6%C2*SB?07*_R3Xf+E@9U5;5++snpX1CqMAC4{<_W6|k3#_I-s9R48L)wR+9C)@iAu!|ev(;tNtKe`5gMXA<9! zwiv*~a7BZ|B?HVY%$d8m7+}Myxtjtk1NfHNx95M?M|3Xxsege!=-d2WzDv_bM-RV6 zYKcAuzt9fvZq&zTU6-qiIrFv(e`HFo>LVsXRIGfJK76X&KGH|^uvX%?+x1g=sCsEg z9Vh9bWMY4rd8;mrKTl4*8q$ST=sCxP54tFMfAiPaIbFEQHwhP5>tY~pHmGKpg|U&H z>gGu-T=r+}trB4&y843Qom3rAK5tRaIi-V{k3BOXi8`>pTYWOcO$Xaz7h9@p=)g?c zxyt^XHa7TA%CM7dAgzpNqT4*zFL<{Ke!lPDnVO*j_Yq|evwRhdMeU~sZ&E>K z1Q*Y-ZyfzPHBy?P!^FqCB7Ms__loO_J-LUW43lP`!k%CyWaVw5*%c|_;Kgdg2tH*f zhSrvZTPQ;~Xq7|RUS%}-PT%f1q70+Uu0J<#RYtv>pnZyuGMGJNeFHgVBqbZHza*%P z1)s^R7jsJJ&y)Qko287c(xQS#S295%{jBDWWFm0z--0()OfW8#cJcNx(WrmoT30m_ z+}}?=lR3sjfzU5eTMH&u{c)OFw3rFmJRz>PoO^DzL*qVgi86xyv-O57nP>|4c{6#M ziGj}MB$-`I>?0G9Bw0!rm~`X~1T?oR(fH zjz;IR?KwJ4J;>r-d>i#YJtB9>rJ%Z+0zVe>7#D*Az318wDz+%%m1J-E&i!QU3H-H1 z{{RVXVbLMUF|u$iR~2}!z5;h_EN&KzNnz8Q;2i!Zk~o$xr)#!R0(-74-+L-t9P!`d z?pt&8NW>STl@E=VA-iS0i=jO~4rSi_qT{?6MgAf$;;%0ddPm*rp1MpDNlA%))k;5! zmfvSQk1QSI^l#H68CQphw2jh7d+d9N;^f#N?SoCkNvg5>pOF`Y?LV~Hf!I`bb3g6D zSHV|o+g;1qdXX*c)UY3+sd_DJE0+7EzTx-mhMu}<&4v`VolUVqXYDIu}|Dk@Z0>f3%M9|2kK6 z`QsO&{^e%#ce8`U<{xLBO{Ip3v9Yd8`<%!AdsjJ0-m;ySG(|{lvogQ5WtzB|`~FJ) zr8#2e)TO!(uir%Op6-vac3g;Cm0TgJ%nRpQ+p#r%eDJb8T}HKCijC^$&#!I~#Bmj| z+ZhVWkZ;%MG4*U2B5SopQ*?y!M55W_HA5K62~K(QmcsDbz1?LZSrq>d00960WS4h5 z)$jkt?T~CD;+%ss%(HBANm7w~Dl`>kHk1}AL|O`|6d4&68Wf7cp^~j(CPj8x86g$F z^Ut^b`2F>K-1qz5_xrwH*Gundg}hsl6!z>iDi@L7u~!m`U= z^0BxgBxC1wax#}-Zo9v(;fOLuRUh8eS*L=kQKyoFxvFrn)M&h6M8K8pi!)@?2&fq> zKK$|>0g0V9|NZ$$fKgb7L|+*J;@3^KRn`!YG+%mzHBE$L%VB}#{A!4ow|qhOQ^Wfv z7Xe`*b%@`S4G6vTj{~WyjrFfYp;sN^W(B17}$ z+{x(=8c0++mEE;d1FM=O+rOu4pqu~rl);b&#P-}xeI`#vcdgf|-YsNgC)_N3TS&(0 zeocYLFExs36&2gM zi`Qtcry-Je-?euMG{~zwI6mD+Lta{8%SiX zs{VeznSw%ghsfnT3akUq@Xdu%Au_KQ>?%#eOSwabZtkLCyyJAMRU!?)PT$|+7e#}) zXjh`+G8(>E-8{nVpn|O>eagL^3fJR|D~dO%*c@kMx9JWQw1}v9h@JRU1#a2GTrT|Z@|F9 zNK@O6a}4BUi+q?2aBd1E#zm%UyovYm}P z+uSlVBG`BlI^E?N&Bld?+vT45v7v2hV?KS1jp}-jMzK6LNX3y0SGTZHzkp}Ny6#{7 z|Jq6Fd#$Nk$wse9l^b~h8xvOPekzqLSf}qF8$QCq_6wP(^Icf5v5#02d76c@8N3Bv z!7PN&^|(|XVByEYdQN}=3xf7@hXOw`AzHQ4Y_&fVc8>{VmhwzAi-kw!L^I$zXkjJN zM#qyK`!)ONbX;CJ^e$M9jyuy%>$WMg`Qcf3Hp1M)< z9Bq)+{t;pZYk{!dU*r0B8n(wDwa^NnVyCiQ8Jj}E((*_)$(D=`OSc;l5oA~pR^-ng zB7;4vad>&Z259@84*ln@fpFXUQv;{fq0AGMA2q0kD<$5`I#;V(;*Z6`!*ABF2+WubSDASBZ()y?hp_WMow|*{Ktp4 z`%4#nBj6UmGd#=Xtsbq2Y633%?C>SLBp@cOwo;3$KTh+`?sK^W=)~sb)C&+H`();; zXaW(h>k_9eI&TZ`3P(xsGwQ>(sDgZq4A@84|Ad_>|f=aPPDK zdU?bKHH-x=UK*0C1|P#7zCw-~`T`CuvFH4oM`!PD5!3zLaW;EZdy~2A{++P5u8M^4 z*h^~%lS!DdvX64NBY|(7oJz(9625xZ?@)fiJqNahWc@S=OAUF(9}JUVeRkl@`Dzk; z%`G%n-z6cxZTQWF%_MY>mMp$IMZ_hyLpcf2-23ft$PiW}!aw`o>XRG-j%vCdTiHgy z#-a)TPtUpcL)3uI0RqB%^*`x#slxZ+>pbTO6|52o`bidBir-AH)a_@fD%gIv2 z75&-OSE?6dZ>gnOV46ILiJm(jG{_-X;@;3ii!5d)YY&ek$l%7r{dmhkDYR7`oPX3R zfmIQ&d%c3hupm+{PS0By;-?*M2TBPbB+pml(fN4`2OBbd&Tz&;ETwlN)nd}(xL3iz z@Tcz<(On}U<(qpgSTz;I>|^Z~hKKk&Yn)$NEZtMv;B;L8Pz?=P%^Rd};OnBxi zXW8s0Id#7=PV-q#xp~+WrzYWSVnO0GC-Xw~DI*4f-PMb#(`#7P+ zPO&d+`u{Srw9!rRR}ZKCvX$ApFYh^NU6~trFQ#zLW|~~Gny<6?;rFn{(4oVk5l0G77IYuA(3)7-;@1D&;%Tw!_u{AH7K3qK`TXNE z7Bcxn{iJvE7R>QWE5h1&F{$Sj@}`a-Ce6{^8y^e6en@M4&`%JbEe=LWNC<(ay!5DW zunOvsV_wo4WD@4ooZSLg&M1NyTnDp?6z&W?`&I^Xai6?(J!Eh;bSS&hOa^7M z3VP%QY4q>BpfV9FgLQ9<&ozb1qW5{a=B6=O2(^8{Ue{Ko$#LV8;hyq$ za*(kOD*6^B2d9mtz{0CHFh-tAj3F z{c2W018He9E3B->&Iqe2b6ic|RRQ1w?VL|yZ)*?+z+}eKN=6M=^NB=0zp=qK-YEN&MkrsUAyIO84 zXk)$a{U^(FwV`7+L0uxI17=;u?FK#_Y?Ow9A&c zR|oGZ%4^FqbWuI;cvtkY9-Ll&`BbeY&=e@OrC9HV>X4AmEow5jPKN=XAAV<(}mN z7@)&t{cfwh|DWSQ>jQ;t4F0zJ-#AS-DfTB@^pLgZfPy){?~8UP2sv^JAJ56TpeE|s*hKp-GTW! z`iKsblzL&t-OsUuSB@C!LuNuM<_|?5l?VOarjD`^U}H6P=qi`O&peXt*-$xS4UZ34P85@8p*=uCk~PaVpuSHcFIciI184uhMp%^u#h!S8}NXa zg^Z7{GY-cwp)&NAVXw+W!LU-C;(Z3hi+-6N;Adc$vvu;lMGT1L?!Izdp8-<`@wjs& z2K1+tV=jNEBRVj!=g@OHtQ*p%1(wkXp&ik81Q}F#ONjSWe^0%Lye$Q*~ zClq|V8nI(ekAl*I*oMevGMd<7wRgDw`$3h1g9$e;{9n0e+vGK29twDs!fSgLQNRp4 z9dTQV%aS7FyFbaW-JPti`<9HP{X)?zkC8F#zos*gM26qGf=79uHL%&?%j`mPZoNUf zSmS##Tso(NcX9K^t2QS4Gb$@IFmHhWLSVvXJ-fpJtw^E_A|$kny!qLrgV2WZfUcZ%N5%|~mE38jLSG)T7u z%P!2Kp|aL?tmh03w+*95uXD%$KDR!oQ;>%I%Jm!a;;A^Y{`MWB6b(}*aSVkgG!WM6 zeN=4b>eZ$7bs3VH7|rT&B5G;EeW=9c?HCPgfz5K3ce&%+hT5(@MuXeNk(zxvG}xS- ziK?N~5UzGGtg?XHKQlM`ipIbG)ew1EZmNm)mFF(lDrf?eynWWAG!RQh>VIHW-?hB=3qwj1^sxF64{jc=YJ{EN zZqWeBsH_0@yn>BmM{66XP#ZfT8B|7vZh&-logr8EU7bQtET^G~q+07^N5iJFq#Mg* zX;4v#n%ata(-^iGaM8@a!d4sc6WE_t-eWu_| z#`Bw}11Grgj_P({^Vd)f)Y+EpI8>;P=ac7?N&RZby4X7?A)*FCam8S_DhcNG-Qzw7 ziSV#2UY21^g#CYafAw|{P)oA;{$mvZTQ|oq%rR6&0MCdoHEbz_?hv*ubytE8Yv

WlG>3sdqz3ozjicH7Y&e< zYsWark*9@eZK$neI)C?G8}3ota5nTz8@_N~yt#C-4Lw=$*Vgy5aBW-h$;N6HetgF> z`@xZg&TC?l($=wXJy}BkPDCq?Ez*{RueD;-^vSge;;op=6x+)^)q)Mn6t~d-w&3xv zJwsc(TJXEY`XTF+EhuoED{6a7Gs@)HjEkl>W8mz0hU%tf+{fB=o$;#)y__bRFS47E zZ|H_Z(9tF|)-m2GVAh11)(_5)?rcIM+d;1Fsg3Ab$XcZ*)`$mphj^ySHlqH7p2zOR z23%*J_UM^g117}YFrQi9fRPs8kM@%5Q8Ii{Q`xp2XKTleIlT2aS+cS*cz}uC?+lmC zjWh9Ep>v?u1twmw%8^iQVxZa6&*gpH40JNT`sJ_>11r30fFjAjjF0=ldWw#5GPk3W z&eAbI{-ZE+mWE8x>pRmTXxOvqzm)!$G#uz(_Imy%4K=q%Ropb7;nA4e$@1w`ObR8> zF>g_^YF4XOV-*!w$BUnz_((x}Qz1re4h6Xl(IpyfFY-}9w)D0Vn| zjXAvzf4?veFz%>BzrkHWLJoB(87iMu^{W;ytIJ#~3??Ig)%@k+cryMM@y1zSfs6*n z!dBDv)Zm(L>`Uy!Bn%ZYXwPaVA#2Lq-0?gK6^HJO_&SlWRD6$}YJjWwYaXrgr5EaZ6w`b!*1u#GCmU0=_ISSFUE zPLCR!H?174XLmRrkt;_{%fZtHugcKS^t-)STq(xR#a)?6F2&&ccj*QZB^bkY8>o9; zf|3`c`vspAW5@ET9kwCGSg~tR=5tgry8o>V#e`z?*{^B!TC5m*cCYSw8D4~>>8O2e z@kLnWtNulBA|Fkyy@HZ?3y{yRKF_2#7bWONM3dg;p!@QnREgGX{K!{?E<(BZZ>X(} z%9n$VA~#0IK4hZNB>R&~M+UB#)oV*_Ovf^vrF{OdG%Pk&3y>{L!+`_8NHN5IX`$=6 zr`WSpJVQ76eIhdz`}ySOh0BximYzs-zd!M&InNRu=*u6B`FHa3bj!RC))Z`=Nd6N5nR^1=n z=C9+P$3ZCK|NV#A{s%a*uGmkI@&KWijMPxQM(osp8=x_NDh9$L3HPRI!v zV#=s#Y{$#}_ zr2XKvoZZ+jlPBPz`QnA3!V~DQO#f{@7!EnzP0i%TQ6S&12bqeoaMt1Kg9pN~@a4Hz zGS_qrbOiTqQRKvc(R=#isq7d~WKNx8aVJ8uU6lIMxED~i>647?`V_drlIL$9eF^Ku zHX2)Hy#l$-TF^Y11_NRj7hblcLAq+YMczUtFq~x8mc7Y@DOt^=I?8Jh*(%>3dM6VC zwd)?v(Xzlj+~@Ue{v0^9sJhFjEf0=Li)tlCu*INB>Q*s`m1=RH$}a_D-}OO^C#4`Dd?Uxjx)dB+p1y73E`uX;(_*!0 zWzf9F?&|E#GSH7~EcF>Ehfz5RzplF#K)GzeyKX}zbY9$Q(BV)GLRyY!s8S7=DSnfR%t#?v81tuwqyoB;f`eCwG4=tjCwa8 z&VX+YKMwj5zI}2fWHO8a%YXe26pCa*`5$wq_)rEk>u*|~6wZXCcRu3MAq+5#jI&h< zV}k5iS=XpgCNv6n%kEoS4?Pa||0ahpA@`gAf6l`7VB~oV*AkYiU#y4?W&+>md3^&y zug0R+f1WYnk)ZzZ975@oqk>k1r*`kt-78cNAI;A3eP3Mb9;8DkSZKLeRiSs>k=L3lV!KO;i09;S1(y|sz#tsU>JN%+K& zz3DPxXkzTr9HAp$`8eNGCaCzX)R_)sKySoCMV=r7+yXcFIS|iXkXh;PO!gkdqjFM>}-0M`rL#M&ICk6Tj zZ>Vs#H%uAgyKPYCWi>Qf>bt7+@U~(s>at;LX9)UKIVjJ(a~3y6RyybI6^%OWRb7Aqq-Ec(%knW`pUK&%jK>VvdADGN z@goLYRf)=f?8|_NG0nbJ_ZU!J@uR`w4imPu@#;VGB<5vZ{}*8wCisb)?W7J7^C05d z1+g9`Xy_XMjy9`@wsYOpm51x0q3B(>P<;c0dC!dxls152SFu@oY6C>uQ2I86H$cLL z%)>VPjj*zOs(NW{6J)&Y`L`>o31sao$jrbd==rbl%~szg_^Svi^WIG`lWnnijH?+O zB@A?97n)$varspl$rcciadw}ZYJ#5^58O%<8skSkV5@l|Nz! z3ns3bpl2NmwEx_n5+bocN4}-u^~p9k_c%;b(6|j~udPgW6tW;WL@G4Epbbh^whsm9 z6ZdJd@RfQyQ*g5#%!UWaYl-Xniie7a`Pon%=e~|g_~Tg8mw3Y9t)Cj)2`&E! z=N%*T4aQh`!W7ScPZ#;v;5py*sFQH(pyusDLdB3k$3VieFG*i#T-%{N;b`8 z7W9Uz70Uc;1-=Y(?Jr3z*swphaT6a4Vhbe(Gx}R#<>1ovyci4q2LJ&7{}kDIJXKE{ z0PsjirBH}cQ4(1yl}a9oC_?sREg=yiN=hMnT2LZn%~DyeyIAg-d%1RQvddCQl%G9I zwtDCN>-(8GXXea#=6S|FA99DfxpF5O!0LmS^Sdhz5Xo(5qtjgv-c%8>*>Cmm-gOn@ z>#uqsWF70SvFkv$^~~C~xq4W0fb`0(yACQIE7)fA)d7`x)Kl(T9ke7zNA4M{1A(TU zIs)~zkky=0qSuIZgCIk8Eu0jcpFPxE3qpC{?yqa91%(-t^x@W8m@q9rQA^ao>r6*z zV$^^gcS+TFMGf$LI{ZVvss_w>4-SRa)Ij<0>w#P9HITAhid9}(4Y|`BmiE)D;XuZm zUL>l9S3;iFY-Tk~zB;nqjamf-IYvDmB~>tKOzOB)Rt4eL7splTRbc-u*mX0i0zuxx zihmeY@b1;+FT)j8kb#_c8q-;zVe>p(1F=BlX|kCJlLeZK^aJz?7Wkj@eRG9b3Dn&R zgFzLQkmmjJU{x^gHy3x=J&xP84#;lXKLXMWZG(FMV#%4W3h?+4S0WVKM)9es} zAw}wA`9B1Ro*^6Bt|LG?(|@s&50AT|2r^jzu;GhnmH^3&kDH~iA6R3QkQoB}pjUt7 zHv!od-v-WOV`Hw|Dx4;uH%f+Q3-)%|`S{yY1gP%*yPVC1uWvSdydE32{p`8)2?CDy zzaX`865#OrO|Z*20c}T?Y}jK2JdKTH9mMt*-+}m10@Ta*n*I9^zkf!~c4zG6?;nWd zzjUDeF*D`GJ~$xq#AAgHpWVJpb}ZB3onJ5W1a^~tZC=U}9g>eZYOcoirscIbF47^l zb***%0v)VUGCJh3N^_^3S%U;)nGexj|y$7rOdhmU_A|(4if!BRvQSWa%0poV^=2x-tF;q%Z8;)DWa`zEzR=`Ih zrImnfHI*uDLv&zY5|KNO$iTW9!l_PHgQgi`#LK4ld1i7|S2={qt>G-u?l==Od^^H=t%sMKh{XVpVa|Bw|}LBY-E)2!!LBG=+&DLX&~VK z?miWremac&x=+dLql3f7*Vi=a2(W14ozJW#;Q5HzqqW$;3uas0Y6zgHPS-bA6X3!~ ze8%ya4#lgku6tF5=c$W`tnZ@3kt_P|FS7{P>?4sL+ewGU0pYHN4mt#GH59SMZb}Z0 znP(CZZJ*S&ubmE>ophfkZFt|MU7TeY_&MCy6`~OVUlA$iH$lLprrGbve`TN{^CU6+ z6CL=MD=f#F>7eo6f7B5B+|kvq_#+*@W@-Eu!AgWV?YhgRgY&(UJ$+4du)6?q>R6rE zgh^T>9d;gv0xoQb`o;7FDgh7fg|)9x2w)W2Zda(s@m?@%W047{Po^K4t;ORz5~?h) z%Aq#q1B(s=VxE_@3UHjn z-*3vvCm=*xpRyjyC7!bVWCb19=WA7-i84sL-J`(8#C7qi^okP$$G^>XybjUfzF6>g zn>+$|tEgIxT%3Q>W!d9&I#}vo{Tq~n^XAoD9;qBZH@QIWTs8sg-F6hce@lRd$Ypf_ z?74NW&E8qK&Qsh~GfU`@k*)HX7fY;n^l_!p;q@-H4b4ot;(gL$@2(T=c&$7UZek|S?PQvxJM>Ku3hz?>O(IG=DuT*&j zsgMq_;qn(muo|DPuKVyBpBooDUI}1@<&tD>CE~b3E43?ufExkRVrxIpf$#qA_LNry zI7(U`ZGJ}w!LbX(A*^bxxa7+`I!GTWJ-V2S_iOvR2`g-{eQ)-396pzLzB-v=`}v6{ zv{(WX+PCp;!)DYUdl3*rfY`(i+3(K@`1^2n@(lLA2CrD&GhB~@&s};m=y3DC&6GM; z?3<2iW;$NK#AiFzCj@YkEGAsjaGo7@k7!QC@!;Ulc6yBGQ77fRd_#wR=)a;6MSu>+ z-sxwN1n}p2KA4RlVEIWY|3z%naY@hcBs#2rr}l63H6EXHJJRs~PNoPHC*u6Nneape zYo@Jq^g{@)&$W9?1+Was8LeB72x#Fy*47nFfP~;Lm9_D7Xtti_eiMZ2qG9i+)mY(g z50tm=u?&^qoj^9W8 zY_imS0xJGqlMlUz^XJ*}4hfigsTF`{c0-X*}hBux2hG>(Vwol-A90+dhQ zI*|MrpAROtPRiZE<2mv!Jh+YP+s60(M_-)pqcXXoSQl#_9+?O_6lLs`jlV^JetI17 z_c8+MM;z8iv4ep(TQt4!Id}7VV}Tt4mEq=r8CwL6@gl}*SRHjO%_tiLGpe{cSfRapKt-XFv*5e&@K#c*9ju=z#2ai%!}K0h@D z`PU3stN-$hOdj{8fz3Y*|AjH(0m-~>D|WGGi8Z&53ARlR-AW-$cyy&Lc*i3q)F0F&Ed(*)ZQklt zUj7x}RC#iZ`rQhsOqlaZ_)`JKTcU;d?^MA0gDZ|na~1I4jQ(uRYy}AYx3n$CyArf^ zY*jXzsemiTGD*Gh2f8FxpnEbv)!@4Yg{f*mHNtmqLIu!)ee>%%PI7FH}bb*{qu{?_K!H1(_IT=idzs*2kzGrJy35~2Xa-?lR1~_z--7X#?`bA zjR8&ey|RBfEHxPxbKS_9M_I>fz0$u;qBQ z257q%=yS)s5iV|*^*8Qmgl~HLIlQVHAy6SdNzShofxG|bsk%8f_&oUd`s*wkG>3~v%(334?`|&4 zuwlPMZ)G<2r*27rC3a9?ug!YwaREg$^qUQ7uT&hpu`Ys|cjd5W($~HIKFx+V0&!0g zvEB_ljNl7wxG7$%cO2XQ(Ee)q6n^d_Ck_v6M$pH5riN^o&i$>?G0BE)cB4}W1Z8kTW)}$lozAFTk7G0cKi8%9rX}i6uW*vvmR_)g~oEu)Wfdq*v2sJ zdSDn{{#u8%n~caU!sh*1;PJ-tS(tmvU`6%7>NCE7YuXyADD3$|<}D|&i>?E=Cba4y zQA+u6D%NsZXT=C>rQ71Z2J2Kh8KPNO2e;P*H3?#Ml(}}i!q308bB8FxZIjgT)cd45 z$k0++I!djB-OH>(!%NFF)8)LNi3Uw0O(*TSK<;#Dy%HDIx=P@#XJ z21JiO%6lPD15H=vYK;$9gYP9*gX@2)p-wqUw<)a(crWwB(g&-cM~j*x`0lq1Bw7jMm(E3c>eR4ZK*U}Dj zSmN&(?&_l_%v}(u*DicObqLI?=4*fGBQW~@xrht@ZfEqV2Os@X2GO0%TeIBDVB`&X z8*`-;a^{3eB>$tq?Z%`hacU)Sb58l~+lUfKZ)hIzUtI#F<`dl~hA5yiwno;jXSO-_$=6*nb*(Qzlgm`#FijCe=l-VDfEoP`U_w zs0IHmJSv2TSygv@lMCS*jhG$VS&Mi z?>uk7#9VZ=2MFF|Z%R@Z2k2MCs_JUlVz z0nSnPdR)FBd82cbkDK)QjJs(s`@!R-M+XrnvdB;?n^8tEn{2;c9;{hs7RjZi6-kqC@ zPR9Ka-FYHcdV|p~&OO)6`hpR2i+`ece=y3mHqLyAg_Ghk4%m2uy>BS^y5IA)f2IAR z(WJ#@TKVm0)H1BnZ|fV4L~rffnx6CwNw@Eq_rm%g3KrqdyHPxHsnrm4X2zqAeH4#mZcp|#_ z&Y$P>_CzEmw!mE}k%(G5NXMfbwGR1{dh!7K~=bh|=hlu{Z}kyP9L7Ax!!lNXB} zxpc8c^Z)(YvtsFrX{fp?vmrqt4Mhjs?$kC+N9R5X?bFv!M?C9=Zm=I`B6Fp8?wcYr zkuQ6z*Kk%A8oi*hJf5C~?kQP4U!R(V`W{!Q#CB#QixKWN!S-wZ1`e?Y@dy<@K0`6zVO+-mEYd=%&vA^5+69WO+kY=w=y%tEwD z`vxidSRu+Tr<{t$vLepEIn`8zlKJKznqs3Pw{`|$qZF=Rug89rFdp5_E<*WU9B$Fr zK>7dfaDFU8V{ZRN-NW*(<*d{*B_aM#!p&@Kin~-CXAcRvg*I(yHzT2j=+F?JUJ{Cn z|GqU8yPxm1;EelF?CK_v#dE{ehY1KYvruBldh1b&8Cl-EIBOPLom1uO|V0*b^QJQU~WK z=-JzE57y3*(VoDqv2U=N55o4%&r^_liri@Q9|{s7fA}fAKtWpDzW@F=M@DO|k}b^_ zDX8I=Zp8%l!rzs%VM`Pg-1~ZV=Q0KL$EwzrV7IkZu#8qHD0J1PiT|*ttPWh|3ZSBS zMbcanwmn!ogZ7Vt-dcsE8LgrsfAz+>>kp~u-?=Ft?m#L!C?KYlihcOX)Il|fikvcn znme)m7cK{Q1yhm7>GX_6E*hezD!Jx8qM{iW@5kC9R8+j$bcM}LLthv7jt7KN(WVd| ziEUw2uE?)^I7k56ctJ9J^dZDfrh+)sDr(~UHAc(I5yfz?g$z8}7c zh8FiODM|^@(7Rjf*R(vNqJ#sIhb;tYsM2|be+KItp;S;HP=aQjOG%y=EJ00?td?Kc zwT|8vPFrY5+R(CsTbPCp#SL=4#Re;hYn~CIp^s&UL%w6@z6$>d5T&6PQMJ4$L`o1} zj(!Nj2Iu;e_Fz~3bS9Jvm!NmOR%eUwypO}Z53Jz#yf6@r9269J@oSQ-zh!mW;MFBC;aqh zyigKgApgje6Az9eB+&LgJOH@m2=9pOzISEW_6dT4yAIZ1@c5JI)m$&pWqX*cLDlD}P<-^KK^U z7T3Al>Q#W|ijE1#1^ZMSA z(U9jJjdRLW6tKy1-S5Lx)I(0uFF8U*+ZDQpPEn~SYFSp=i%LP0H4++YXcT1B%yExR zCZj*nxs5@j5~PvEHz`_5MZX=pTk4Kekz(-m0ml<~9tGoAA=Ura#V?OVY-swhrJ))X z$=+AZ_|($5l8hEi(+kpBWTeRFF=|^yMqQ@0cFS1K zx|e+B%wja6`c}wVnS_puNOu?}7b4G*&BmgK$taUhj!N4{MWRXvxYQm>uBRyX;%t5{)p#%ANDHe)$}ws3W}%}pChi5 zkx{7JH5xwuM;7XH+TF-#-lZh5eY6XF&3MCM7ZO^&rKU4}orE09^fTygBordPkX+zSLc(#?CNg71D10KJGGU?!xqNCb z-|kj~G@LAJu6h)qi~>u(BBw%hej?Pmf3N_hS%i1}v&VmrZ4BOdO%$M(s?gWfZUv}_ zORe>ecLDnRx2UD5^#i)4v*X(Bfe$D&;@DJl?K?EbeTuP=or@+cuf6z{l!F$WX2S30 z`xK29MrorYQu6>4l)?)Ir6wQ2Pv6Ixog#ABT@gfM|+d9ko|);#^dNrBrIJe zQj?O2HW}_ew$>vZ73rIM)!L>Z4u&fn^h!e-k3}8!T~0*?KZ|n;4U*BE-oW{NKFR0; z`&5K!Vlpxc6!p1FBqLvvLC&G5*Qhz`o5>fW1SEF5V)ILK9NKAe_-RQ^91{KXvYK8A!NB)-oYNxNDKHOAMfZ?up>k{XkD{Q?DE*muocdO`!s9XqY6 z21?+*3%gUMt_)PZ?p&dFmBNf+>q+Z}R50N%fA;SW3CcUeZMa4Xfor3OkN^EbC{QkN zv|d*TJ1y*r&+3xEL5nljLbDj!RBvw^Odx~6D>Yu{zht;IYnRw;O@?1hMMXRJQh-)= zJw$Yr3V}UmU55=y!S&6Yaeh)M@a|V7)dbMsNTdPl?M(`dZw!=IOCf`VaNs|!lf|%j z^q%_#%VMZ*pIK2eBg2Q)E#dJ`C}6UroRU{ffo%#UH_R09cislS_J`V3aAbau*z%YL zxeNBbpF=5N(@=gcWr_mAgh14ECj~Z5Z@1n&PllbZog=SKlA#_PwWp|L;Lp*EYD_1? zw2S>+3zuTZwP~_YOf3d||5FG5^;4jp`e38UJOzrnzK)14kU^#T!f|6;3K(rU85qJr z1zi)%OyPDa@JDP&xGz}>XWD*`6_%AlzSGU0l}&W`XtUb>|Nj?ii;&8_c(DY=3yk?A z9~Oa4OM41WVFuLBD2X57Nrl~yO`Suu-$Q|{t4w}16;6rmo}08N2e*{VJj!qAaFqJR zpv;vH*I$H8(XGp&{nZ)GP|Gq%kr!~Ts4j)Do>n71y;67~EpB95M1#YPk{Me?OQG?6 z*q3#zV)(Tu=(WuS5=6{IJ+?B0+=E zvpiWxwQ1nF_xrh&8&sH+-{#qb_jxjX*PIlc4D1x1^lbuEkoZ0COUC0=HfmGMr)Utm zdGM`FU$AQ{|f}5Spv^)n`2w1T!RJzd2H&-L`OmD5HX; zemB`*g$BEaIG+CQqyd+nSJhfy3Rtd$`qYRX&6BeWLPVu^$CW z!)v%|wwJ)?_16>%Im^K$b)A|>PdV&4$L&(6NQYeSlNW#b(_zn<8z(KcltDc^=y^r} z37%7|89j>ld%cav>A|W3_@#VjI;XP`D%<#Pe8KsOsaE}f`{YXMIs zsV;TUq3tvEM5PYC?dca|f2{+prGe(FM)yG9U_n^QwjTOnS?6EpdibNWr;X=v9jvzO z-YYT9fyR%Xe$qS~=zQ85vqOgs1}Rzd{--%mw-B{IbCv_256nlsl&pgjdjIhx?%;sH zuSWG3dK{RFk&|}czy{-fBc@R)3x?g-ONR6_!9zZ1)TW#X4VfldXPQ_bZ#N!ayU2pY zsqB_dTz*hdb?|9C3sg+E$#;%2!9FTQBc99zBk{Wm8Ny6BC+uN-!GHl*Pq`NT$IpOu zCT7J>dzr9;=OgILGa+H%=8k9*19)>n77j5Ou)}jHF2aNXfA85#d`qQ+UZreh$qO2U z8EifB;3y58-khQ6nA6~h1^rcyHXR12%XiuBr^5=x7ny8vIuKto?Ir%w;2J5|_E9Ab zwAN_6eY1fE(>uH$zfGXR{W*uJ*0&U>*zCV)wt@=eeZ-xg_tN0N8HMHd{b>+#d~k(Y zJPlGxf2)5w%vsaN(;>uUMV!NNl-j* zV?_t2X}vhBcXW8#xwOfriviCb&k2110F0cP4mM z3PsjubLSpgeXJ&u0sDUp4T&_;;P25S0}gi&D!&uLnI24Fm_GInSLI<}GpV`l50EAHg#PI1yiL5l^A zcW^0!$%JgzBe|1znDAD8FpJ#IgzM7sslU1Zoh9)do`+DtEKbx@W)%${husq^EjCSF4s7RgQghp z<(h4esW%&zMO+%c{e%s8^23k7$6Wk+QtjMVHXJYgK$0wBLwL7k>K7+AD0Q&4?T1+K zsO9?`yvGFoNnI-@kp*h&Mw&*%x%Y_Yvn16yu=cS*1N$5sOlPm;2z#^O-1`K#D`QMJ zTT}DatAPQcr}7*!nKYQWD!aV%Ck;rR*OxC%(xFaIXT&g(4)#Wj(6^Ed2pe3%V^he0 zYky7}{kzEkxU14%B3)UMGYhI?&5yZVa5FgZESKv=I^wTEvLfzrv{SgmC@T=Y9&1RdD~% z3a(C>n&A(s8L)BVJ+IlF40zx2#i&D#4r|>G^gQ9E!`YZ^i9=yDIJ8i9m1hkN+RJ6u z*6yOhA?n|4jV*Mz9I_aGg1`jZ`vuIt?QC!&d=RCGvVm=ETGq430RE-Bx`C}UU`&#o z`Q|7f({XcZ>#tgZ9XCK)w)p8*f}@~eaQFv0qQ>V>%-OwbQ& z=Y7Ja0sV8p>iIS*$l-fii6Sbz?b+ee)I^1s9s496a`jD|Oe4GQXF$H+g_%)q{^*&% z+Fh(dhxXuoNuu+$5cE>&n#ZadFzL&w*seu|3sTamOYgb!y;2=~;|w=Xq{NNv+ZkY? zK6X${h?|33r?#GW#Du52@n05~KXd7*zFN)z``qM%mQFPA4Z18K@`?fr$}Y1_Uu(gt zrrvP&1O*zqwj{0Ap#vjJhfd-8FR%Y<0*^NXq!|-O=Bw!-Kx!4V`ACKN`$Io(eyoL7 zb*a&eib|*v$Ws+bqJrV`Q-)G{G%z;oHQWDz4tJKHPDJirf-|IE))45RaaD8Bii@SC z<0n6h(V;(uww~<4J%9el(7jPAB#62-E#sxaz8bT|RbMIagHP#B5R(e^|J3(1dQqY7 z`|GYVfmASiDQPD#O$CzKhYbEuDja@j9Gkj>3bLOP_OH4@1zWpImwRQX;BVj?kv&d< zTMPfjGr0MBx7v0|sel3{eq$4VZc#u)?}}Lwfdae@7lm@hD4_P_?fHmW3Oq?(^YyVH z1*RQhwN$s)LY;Wk((FzONae{454TZ3b}Nzp?Kl-gcZ38DKBK{D)89O+xOsUfg>)`s zf(pgO5h-$$6u4R&dg%q!LZaZKOhIlQx41vNwf{8@P@CF&a5oilJWaK1Zc^avJ9hf* z4-_C&s*c~{r^4}pN1oT>DbQo{Z^cFn3KU9)y%G6A1-s4C+wOAnNs8Rzdp?v6&VqYh z27Tc`&&Arm;Y>CNv3nf0+Eu|^^rybp(s#jcX|uKe%pLerdOO5j%C3@rQ%cw#kp~)Lf8> z>?%tgtbi+Rp$8j)4m%yq|G3LGK#*wkcYpg981}Ic_IPq1nwJSEPprKMK}L%FYZBRz z+$sP{vQRxHW~>g{$N3*L^E+Nngu6?Oe0S2XG2O<+M2^T zEGV8^9X}Vvg1(O~BHOKL@UC!twoSPTqyko|zEUBASoA%$kM6~Aa;bcGpAr@Hi!8(& zycp2lJI3z@ObGY+bzu!R|KzM^9=4O{@cr{cjV%gP`19cEzo%Pj!0?k~$*1;e$mmFE zljX04cAcfs8n0R~+xS6k>SZku+}DZzh@yaB@kfURLN(OyydRtMw-zF2Z2O{}DZofP zpE3QJ2Ia=p^?KY~J$Ya{uHKvu&m0-|n^Wi@QP=WH`VJkmJQW5WI?|vwRU~_1iUQK3 zD|3alDDcxM&)8_H29$JqA8SEEMT50Dy9RuE zKi^udMg^Oe7LqQvrzG1`v`P6i_$DZwIiX1d$9I1YRIZ{zns@;%;$IDjtnDC>JFB4K z{gvm3MJnOAk&vCVXeGG3(YUwaQ!Vu2@8wIssNnVI?7AK0G>|xRTynE64HB+e+C}`K z!c}Rk?vkQHR{FlWHo0055jlCT+prQ=B)LgQZ7YXVvl?I?FNgE--F4b_)et0AdToMH z3sR4Zz8JdI!Zq`Ubi<@tu;4wW*zvs@Zd#{*E;>^MWj3TJ1M>>_8M|xdcz-FVhP5Uq z#1})Zs%L3~dMVf%lx}c)QVxoS4~$ziDj~%8Qh;D@1r(AFw_Dm*LhDrl=iK&kIPGrv zLza7gYM0Uv$@shQ_olS9*DW%{>Z~>FDI$T->w39~lwz2@lcW%1RRV4o4C3B(l)^1y z`{!liWe|A!{OG|grC=aMc70z~44ae170x-6;J)IP(sLV#(358qt)!L@098P$zve}5 zXQYO5p{=y-OX&#`Og>d-l?)ey_3I+>gVtnla9Jjx(@_LN(T3!OE-pV?Znd9y2Whtjg z_&)xt#^`4{^xZgO>ijhuyrmymWf)~a)x;5v(sNnRrD*w2`dl_Je2iaD@MM6~oXnr6y6$3;iMfKr>=|G&z{kKU!9h`Cp*YlDx;QK?>^IxVjVK2`GJ3pNa z;E38NaHwgZFUCV-`=-Odv*v&kj!9r zK#dczBq)>x1HX-rn>MEb<;o+ml^t>Lti_`Bv_t|({SvuZv^ERWGL0(*gR&v!+u7?% zlG#wUJQhU9Qh;ZxsQK7sW6+-CKjE($jQ5%JT-6>I4EwT9X!?i^Jktz2a84;20!D>t zt(Xn^S);Lj^99geur56PZvj}ZArB3{BEUOZi?sam0(fS>D=V!wANF#N$>#Bpp&?;< zNAV*f7!~o$&gmwBlkJ_P`t1S06CswqTfh#!zgWi{Q3^x_*|AfS8=di8uwvZQm<#Cl zylPPOO@@p{AD^=LOjwwGp1#{Y2lgru_}6oF=<<=G+NY2M1E#b5%B^uQAV3wiPL6>4 z(dqjlcSJ+Ze?PPg4#tBJm}m|kiif>rc9)wwli(eR&Bvdb4wo|9ekbIlg9pXySM}jE zC|R>D<^VMn#3c;+&VNjYcQ?X@sC`+`F1zWCZ$~zWU25*U#^la#;yq9{lI!B?wmsMb#B|_z~{eeDpN^W@Q$gS@}`cfZ|}*f z&nvQ^>#E*=*iDWpyXE*YmmKBwl;iTq7s5Q+8ypLY|S8d`13J<3(`mdZs9@m7r z(VhD-?Diy|_T8(%IpJ|lATk6_Dl=Hjvp2wKC{0fDL;z6WzcAr|i(n)~{cYiCfjr+8 zMxuXQ#s!IfSG}<7=%nlMA!>aDs@&AF7VHSeFz@8?qpcT^N7MQCsSoN%oU@siFg=4Q z?-Gp~HC=I#VwcA33BckC{;{Ot2;}u*KK|evhfYC5ymRYQFxtcfw&Me4#)%XI8GT>pgTmWh{h)OWO5qtPI-sIKp8}FdP0x8CKl86^{SWExjlW=!ZaVC+M zh}vdO;a|!Lc>3n`qlqo~Xs@lPD)5DXjDOwzC$1Nw&yI*r!$KmS_Z9wjv6F;(k*Vq8 z8bx^i8GU_PRYtS`JfEXTp+bfM;Ei>z{# z9I+qO3ams&R(P$tP8D|lj6O&SD9630?k#ROR*Ks;q)K0@Dn&szzSn&ROHn}P)*e3I zaug0U@RFJ@$I8}|>>bA|kuW9HRq9iPuiRt8n;%vqV|SZ`bwwpsRWIe3S(PIvVD?1k znR2w1-l%Z+OF2Gb%oORpt-zS|+W3iFiTQm~D_$&A;c&XtUXFPUYV9t`+vQb@n(Wi# z_t@2F=e9V}Qe1(iN~e>(2FuZ8-c#uTm-|Owb#)8qv^c+bNroei}Bs zVJK9FQ1RQWwP1<`1^e&)*~j~tg2PE4uWa5(#TM0uF_kbXZff(eU4DgzuMC5R{npWO zoq}wkXdoT!$NbOoSujwwYv%s;wM-PslyNKF!@v?R*Hi1{>3BxJiWSsLLl2z;fesRM zbX(!tt`SK`{r!%!20!Vj`}C^2QyK%45^uSzF=gW5D>Ffj-%K=cH*OHlVd1YgHTO4) zv5@!h)!F7E26hbToeu1yBU!R^v3s13ntd;NCbSsnEw8lfMl1uxdrkf044KIHbS8x@ z#KQS1jd0sy7IsJ+Aguy6zKcsgJrc^s;GZqT`GYL9d=#|4(u|3#WKK*QZ)4)wz>LH1 z4={0jYp2o4M@$_3@Kovkbrz;QcC`}S%tl(`s>PxgY}{7R_q)-PgHb0mIy)b5v6Wv! z?kO87?XER#11zj~v1VIhGYjYXH9ncWWTCI3{}yF!HmZD#G}^~xV~?Ckck^xzhPHkC zQQOPG!fS`O@a?ZdO@0;8rwtrbu{^iO$eWGM1s`H`dDz&osX?da9}6cR4V&9ovvHws z&Zqw&8?9eb{z+cvpy!P@Bge$*a4di74ij4#IW_e|mY`nTN@?QQ+Hr~j41iF_ z5#|^htJdSX!KS^+V)b}r!N=epm4mZ2!W5T2HXdQUo_pQM#;#py+pBxoIL;1lXp!XL zgU10kyCXQL7kI4B_YDW{8S(1&?x;ict*R+sW9x80#A-Z>i%%EkGhSA6kQLYK=l_h2 z0cv}{h;q^PkqGtoZ#Ehp+xq?GW)9LWmZUrg?RvuI&eiOprXL%f{_4bb*t3z$tA3Tq#VSKlZz7A0qP6q1o0~Z3 zyLVh=V+99qEMD=8;H|@si!T!$UvluW%9}&0i`Z!H$``#5&ce=wqIE~lvhdoqyUYBy zu<+7|rg@k(3oriKmVJQE!dG+m#Mi5^aj$u{TYm+24mv`8X#;Hh!?Wt+w+C$0{qjyz zV<%T1KV$TcZ(<^E^U;mFelf7gU7l#Z$iVBPjvF)8m?*OH3+hstID6hs>hDSx#+*Kv z=;OjdzQDXr(tQ^C#j8+InS~;Ce$VBfG09O2KB&;iL^XG|xuY2aw{*(So;pg$*MFyd zFLBX8XWrodxV=<(Dd5wXGatxPjo-@!f{C1~WO@emaJ%P<3D?)6uy}^-b#p z9dmaEL_FcXdsct9-mnAL*LwF)lbYyQyf)Nhy)F%tE_!c&l}g28=kt2sf~ZJ04K;Y1 zMnyC6%8WnXskr`YdUW$~8s?qY6vvlI!<0hSg_aNL?9{mS<|YLnj&uivx>E2-oRo8!8wG?m6GI^)p^nBz$}J zG3^Nz86y9^o7bRW7JnAglt{(h%S}|93@KQ$pZD*U^R>9S>07j7Q4OwsrLUshSA%Yu zPfw>^s72n*`cW*+aE_k$p^OA%n#RK zS?+k(qFOb!Zf5>>B&P}!{)@WFYOg|l&fatl^=d3W$XC-{UW4ytP1Sz6)uK(i0?(th z6s&K!?R@kg1&{t24R|9|i|q;et5mY9aDDP+4|;JW3RqQJ(8McoSH)w)0xmbaK{cDn zszQmHmIL=TS7X(greDWCS7Vv2pP{8$4Z1{M*FITRgGu`YW5rymP`X$4@3YVfyfS5* z>nz8`2eYq-8_IEk@+rXSWCf1vU7Ip7sYH)&4IeaDRACD7<iC zjCIG7M5c&$QGEEl>qk-vYIRUaD&D2Y*h^DreO-!)S67=J)+okY1L-sS^hp?={lMyB zF%fkpU6$otBVr#9gEvirgp;bZ@v&nhoC_K=mzOTW6onw~J)eruv(a~}2(uU&IYE)u zC+}kVzp&vs2NJ69Ut0OOfq+J+uxd#u9~=Kxn8~W+`3J7u>R`B;Mp`HT8UJKSuSu()+Wzk%?D(>FJtUi6Lkjz zkGP%tQI>};kGuLVdgY=poqX7BUmluSR4#8T%EQXr!WOe{3-H*>9WG=m?svw;e}0Q4 zp;TYZqmp_u9!aBp-y>gyQA)2uQce-E%XOupr!E1rEf;qd?j#_|Kr=Ncmw=~!?D?VC zU4R!?bPl&4C*tVsi?{n^NSJfNAXPz{j9-tNk>U={Qi(2nbTc_o0Tl4Qnc=(ZddM~o4<>(Lm-PFL?C0VmfIAQKtyHaBj0f&;xhC3 z2LrA|bg64u^_qu-KWF3hu5pg?TaL= zd^dPWsf~>7ZtjxjxjJ9H>bg*hBMG}Yi($jp0u(ZEm)6@@fbr7eX3xzDXcqWf{pObf z?2ydi&x^c+-%76pWX=+im|&!9{*#2{L+>>l63CcQo!;@!hKS3LZ#CFuOu!A>Y=_3S6$yx@w+%hiSWe!tbfaIP+n@P}8)Tai$v*H*mnED0xC^-t{* zDZsN0Gvd5ka`0xw(BR_PY!vQsE$~dvK~rJVFQ>BeuvK~>|K;TZEED@R{dOaFFMURv z?KYCI=h1(iG+8n}%Qy4!mL=liLV91)o&EXMSIF9{X&!^Ba)4MF$OJmzhMAth5lKe&4^|ujl)Eea~~w`Fx)9Jg>eaPE~E8fZI)%&z&~8 zAiBwNf5byFI8ovO&cQq54!9*jcboP$v~kD#B%(BGce)pMsGRAp>06j|Cbf zW`W_qL!R^NIk0?fbZ&8j3@lz%1d}!jly>m)IE&^$rRLLn&!*BK>Rh{n;7AI**sC8N zJe&f3YkaU$oC>_+3Xcy5W`Iye{u*y+7HqwAK`VSd2WDbA-UKz1K`}rYV{M|q^sA82 zbzw5x=9H~(-;)7G>MNShY|~(D|N2C~O&aiurJL=RO9x-6Dv`cjS)ltXsiNau4%9E5 zR5P6?gDMOAwO==L!T*8PkMu)%V6%ySVQO4!u)Z@7!h8q`61`-| z-6uXw-9!d*jb+H4lpNSNlGPd_Ne1~1rS3>m3dp_YqVWso!SZ&2x2$3L5MJ(o`K*5d z&=l9+#TOUC#n6%;iJ$Y~Eoje}-pYjsHnpAmA}G*&CWrIH0vQ@21vd9 zxnTC`^#bSTJYZ4nJKH^$4^HKY|iRI9BDs_-UcLBY_kkFUnaR z$2mI`+vFKQfdk$WiNObRAt{M;Jcug~(%XCug4y%opz8YBX2k-SY>h5u?JEG+{5@JD zA9F#@Y`1Ps02!X0vuWP^9~pWyEu?pK=Rhx)YvNK686KTI=rN*60m1&X`%H~okkMSM zzDLc2Ql)F#BySTk?1|eD)T#R`e#r{$M@dc25f2aUxYGzsm(qjX}lrygab1 zD$rPTCxfB5#6x%gOgO^EX?x^q2K>jrX~dH=6UKwh0+K4TU^Z)*D|#mxgtgC8x+oMV z935*hWXpryEs-qG6Z2urwM|F%UoMaiU9j2mfDF5ZyDw`=2C$VYF0Ho<5C3SG&>f*kNHqoLsfHs zlnc|loL6U^bHTV>&SyG37ece$U;6#T^_SR44pS|FH#Dm!YTbpfJ5*UeMwTTYv>s+ds4E4j7S)$dK4qXPx2Z$uUI~~;@DG~d`Chg@ zBYWJr2-3A*+Acd5!5f=pA|e-o^*Gm!KfjA%da=&#_go1Kk14IHD3^iBzB*@x`{m%) zGwCodRSsm{=VeN_OF&g}VJ`o55hOiqKknOB1hmzI7q+(+K~(1bi*)`H$PO5Pn3`7# zpTt%Z4kVVreD;c%99IS0s2iPKKV1nsi&;e0_Etcpz}!R0mQpbJE#H{CsTAs-+dkm_ zR{}mkn@(@sEd}PCbZ<}1GMF1vXsNTbg=OEzh&T)7$u-1Q4Wg7K!xU80seYY>1?knLFVi` zg*(hD;2UfG`YVMBJAP@G9l;r4c2+*`XC-*Yyf5N#sQ@uOZcR2y1uU|?sp~YY1j)Rg z&)E2@AV?`WBX6V%#J?5h-@ZYGqoT3ztOTl|JpAZK|8v!l7)qd(6j#C1bXrW)$x0x% zZBrUwselPR&)UR0c)sZY6U5JzaHL`4sy`1EmMb0jH#JZpUZ!PnTD2O!AGvY&_Gube z<_}9vxK+beujAp9%2eQ7G@6KRtb&C!haZ3HtKf?11S?UV3PS;Db&)N29%3{4)(@*; zS#>;DN}dLKi{1i3?`e>i+ckR3iVpYKvjqd>XfVYn+05Kl4YxE3{;>>E;nb|(ew{%o zI4&L2P2GamvA>>Xo=^=s0+)9Ws?%V(hkB`Jjs`A)aIG_%4rR{G(#ExPh#Dj~U(BTe zKSoN;>#l}`(v23+u4?GhbhOSBrGcctK3zvg8ieyMhqs-e!^4XA!`DOTuviywfBXUl zG0A~JuFV)cry3Y7RMEjxxbtFs2n}@dgueW=#rHd!ryPwlup}&_Oo0a80VYw-EqMOa zbF_LJjcp&!uZ((<*%dncr{Mhb&SyH)U0w9m5*<1M+qiYkW02qV zu^D`OXUu?}u+s%aj_Q(8XL?-x%Y1N0$F=27k zMwvf@0nFkOk5?27_6sGxE{MV)^%_er!s#N>612GsgL!`sUa#8>SnJaAzWSa49AAOA z+lz_c)9UT3UzqSFEF*nLh6(j!TXKG`U|`|RF43HY0oBRWBr6<`H^SfS>WKH}lYY{l zHVl@h({!D*@puN~YEKpzFc&y$aWa|-SGDM>+deU&M}sTzh#v!D+IS2m>@bj==Kduv zf&uT#Rkpqp7`zv|CUjW|gYDggyUkumJ2T?K zLI#iz=WUV1`@XQ}qOh|(2Gx?o=jHJJ@7$TmPR9M{qOLQio`gZB%85wg83srhK4Q3h zVZhILR@Gp8CLDF(BmalfO%ECES-`-r=y}nK00yU56{qTV;Bln|WyJ7x;!>REtPcif zFP%`{Igi0*%xSbYk^$Qp%&vp!y&KL940 z&Bg2Z84Mop{uz=Ni-GYj_H9%#23)-*zw!>(DS4bqca>uTi_%A8wm#i!9pNkrb(UBPV?%Dl+i_`;k&^CD){{15I(6bS%!hM-$4=YCJctK_8$t;49GN5BJ7G`0Q(_o z>RS;eFiw>m^sHopoMWP^Dqjtp?|kf(d4dT}Pj{@Rurk2zqZUK{83z7CQ?D7`7!ZY5 zWbGO-kT*`9(KTYgg1*F(M?3DvO@S+8513$MvZ%H=z=YRJw(RzjHK2NQ`Rqs=1G=TX z%vF0aFpM}$ipayyO+arB=8l1$PJXU!9q!}No6?e^46tZ@7{5WqeJU9!9j?KI`(s}Q zsr9(e%EI{6aBhuO{BQ$5Z(71y8A-T)Q>M+BUk(NiCZ0CjI74<$@-FOSz~As*VVyt* zoLV;W;O1ij(J%P@pIRnd*fO*bw7&)%v)dvFLky7qJYExwpSuHk|HRCeF;I}y`&f?a z$8H+H-E@=z#&Pddwlp$eSe?3;^C}aDZhzJYY-d83`JqA$ts3~iC(ve(F~KN#a@z(z z$L>ZRzG3wegJ-`uI{&`Fphcc~Vf+UMje;irZ?7|;X-xN+?HdNDm!(vi>N6o#I>FSf zg$XB=Op8@+)BwAjeAa+66Po!h7uIfJz?W)Lxbe;<}FI83p*-2-UZheaZX#(5gvwC-|j zdo&*Z(uHNlHawr(KjuF5c+f$&y;J7oVLI4;W8SwIpn;0+#I|mn)yXEl4!m^8zbPxt z>P-g|`6Yul`289GZ1PvoW(;U%YI2@Kbf~{!;8vbW0~ucHi4SenphwxnWr0;gu(RIo zhmWfvJ;UchH~vmgs1mO5`+~1W!-l)B(BSO1>1>fVH0U_~qKEGq9a2W}E^gzaLAgX5 z`rb$d<-Y6+4ofOzj-$bnn^br=-NV+plL|_%J9CfP;+#^-KG9Bv9K{+VNr%&xju!1%?U z?3{CzFrAfsVeCW|94_3lzy3=VJgNNca30^M@8Nn{yd4!-tvez`u?mP2J$ZI&pbQRh z$=3U-l>xQD@E4J{4BUpURxkt0z&PXkdOue=*k4TQc{)@M%6I%Ro{kC#oLvgi$KREU z`tdthv2qZS=Tq5PT>`}&&Hj}5VhHC`3%_)~7#t`&^vaTp;n0_g zk2MrQ=nTjDsiJ&PEToy5eaVGKUOz55&*p+btv8S2lUxw{Z)fMOg?r7I*4X2pDCs;cr~L}BWkmq!8c)<-gG=y|Yr z2!ih4rhwJB+m>6AWa!pAc|Yei8B!-q0*7vqL2B(Psj`LwBAdH)6XodPAB+2oG0@e>>&kj4}K&G5gX(uHc=*>Gi9C6;^H2TqOp92?i z4de5t$q=KP|EGseffo$TO2O(}c+Yr~?uN(BUNrkYDLE1ol~`)4=B(U zc63u$VHQxb?X`LxQsGUl?B%h(WMDn>dr^my1cv#o8=Qqn&~N#OD~_H5h5m|CA$n;r zY@@B%_B$QC*neKlO38!)&+DHs>nzaPfadSNlEKQfynNZ62!Aba-Pe~-0G5gMoze;k zz)&WCzKzo%h)dxQodiEP%a>vy2_h*^mA<#8!1sfUr)+ZR5HIk@ZQe9hp`>x9AJCvd>se`-4E~ z+v3d%ws7DS{;2_I5NP5-`*TSIoVqRUyxXe{QnmCa z{zvSA-D_-L1&a%$-Z^i}6!3&wiV{L=Spg85uzBpOnlG@J&8Z0r>i{+O%DW`>`-qya zKDlqN4VtzY=XvwR8i~k_ISCAzp+?z->}4|z)Kl6-Dq6i-C%i}f4H zbwXNyuAjL7+6sNYqt2b*sEw!%In(c>tq^`GCr7mgA*Wv)K95=>Q2h&DmMlsnQoeM& zO~E$`)o+=}l=~Wv5^0ax{saXheX?x5#fl%&KTuLdJmrgePKgxyH9}Bg zZJ*rIt2p#TvTm|VGy%oLx?~>8NXDgg;B3%@$u8i&SDFKjkQjzGl*76-3s zg`kKd1`0oN15jv@&1<3CA?VYJaGP3R91{3VI%B{?M4!5Xzb87A&?g!}aQPn*85Yzg z@tsRRg!a}0mWN`I%(+c3UsXmRg~f%!FV-Q*;xFHAhC~<&Z#(z1#(;nd(>`Fk)RNGX zkYlquo+Y8396?^_MiPo}%qJ!9C861mAB3o81Qa8vk&E4mLCTAJ*goxej8^zgravqS zM&gN*A!+*_qxXZ)Hs3f%Le{>5c8u3ah}z|3>q|>U#$TS9pP(nBdzmkXhX0X}43C+3 z;aMUI*4Xx=OgjO|@S2q=Jd8msFBD!xKaWH*bGzjiZpI>>y8Y^tcazZ8+ogiCk*SEM z>oBq9Zz>Ap$(P`XNk#g@MvSh3B$T=1hIi1eL`1veV7mVj5w*TM+2pyMfW{X%)><2* z(7XMz9^&`$e#>+X^tB|TTPib1q&fw4^gZ*Kq@|#p&Ne@bu@ppft!t|NFA>EVIC5KR z6H(0Q6P~vR2}u0En!|2mQ7Ez65R_P=P=pB&a`~Kql*tC=MMKF*WI*)CKvN3pOW(n6 z_B;j2p4jqzr*;Zj$*l@pVoyRVmfG7z&4|dYXhT%*1m4GN9xILKF{o7_blUV~4EpaQ zOG~>{B3iyZC>y}Q>kQC6(kYsTXz6mozT`AC_09LTeO)RNIH7$*eJ&Zjxt$O_@sfl} zg`KOTq7sl?$aeqM##oemJYtsYLPS#9M8d9-6y%oi+`b_YvRJ5QQ<}ERv zg1ppbzhB@?M&p*frpo;!^!=&rujdQ`!uFD9SrSV8)DQZ(^aT2o1We#sq zOG65MR~1YaQc&oe>V%kY3gYnlRux>8gn~zQ?Ip$#5&3R|;i3)!B~I==tLz$u?(N$8 zS0OPHIq=p8t`dnz+Bf5^;bbbB=&$H?tkjX&o zg3s$qaeDoj*7z})hD7&ixTbGUMdC4T*mqex^9ebbD ztCFcmeP`3)*M%fhxzh69yqbh~C$pXg5(&uez1Gu?zG!4|^XgAy&M35fCUNA@JtDg0 zXs)-rB?Xb+v`?o9rJ-k~1V!8QG}PBWD)6>F1#P{~Lh6f7Ldh6+)XDcmBs);CKanc| zy_cY7+>|Du{IQ9rQ{2(0^#p(E11BQl2p+4MF~{q5FsT?FPC*xP_Bs{6PeD@8KgU~# zC8I*7hNR9Q2`M3J?&4DdVtHk_|G{7!vgp1NqEr=u@}*wPm!A$pUbM-#=M4!+{h^O9 z`!^DL5>}DDW}b+&V5jfPJtS1TVdmQ)N<{TUZ<(w7aVVxjg=&@(g_O?*MQ!GKjD+-# z2TLV}p!|6PpPN`5Vtt|F5_yP(I=TbZ{8{kxY&-GDu9S#WPZ#o?D<>jlcT2;`Bk@RI z5If}gGXm9)A3nxS4M9>0FCHw<`XU8}mwFd71l?OR<=pQ}Ku#aHo%=;e$j9elX4C#e z^nO(^ChaL6uOw+IHkg12iv4>ou}2~@yLehgTo_u^C7sWd3PL?!|5cExyphzOi#LY! zAEPc2FO{ph_&hK&tguK(L=(ICN!XSoWap5<@D)r%w>qi}m-LAUb2eI=#$u4&l)o`u zG7{D5_>!$VLyy*)gFd=O30d@WAXcpeE1&CDF_YqNip|F$D>nR z$FA>JOhhsT6+={|M6`HNf^Z;*)8Rdk<@?wq4{>f z=pIE;(ei{Znje(^C6yS2q)Z0JUslE=A1=N=x!<@?`pr5lZAr+aUhe3n2qJ1s()W@Z zjzinKzMBTdMIw>*;Iwn%VTk=FOUGY9e^b$}9pTORA=V;W}tG|bOBMd)h=boJJ4MO_c zTtu!nyQBHg<8s7+P_&!Mzm=gMi+I^>|AfvFko5J@9B~c;k_(b04faN(;ug&rMq3z4 z^;Y4sq6DDvY`X#bV0RSAJbHI@-4r!0vzxViQ$@;Jw5FfCz0fCTiwEbQhM~O?p(&=r zVQA_`!q?6_A*lRAWq^yOh3+Xo!aaOs^@~1 z6Q&$M**cB=$tEK-{aC^WZSg{KmgVjiczmy9QzOYNH`Mx_!LjOXi@yK*N3x>bLM&Y& z&sW>jA@$^(?E>^JnehBRY8Bi*=!~5AzXf3Wi6KP1OhWw6H`H& z=zUW|9ZB02E!KSr(%^DO3T^a~7bVWfX`g2DBTgH{VqSB%uiz-s>g4Wyk!T8+UpMGF z>p8)YM4(mgYd_%aZH(yL<_Up>$9aD>P63|QrqN?os8LO%{SSvdifD-8Z&R{D0I!Qkb_Z^q4`C*ddfqE?vds=^8^c9k_IkkdM&Y#WwIH}hKl8Wk1^({ziDCTFl|tif zlSfu+^ij`JigbAeu2cWlL6%liq-b5KeIX4lQtmdJ`A-zFBX; zoZ7N!$AaK;R$bTOM;^e^GZ5IsrUxwd3~OHc8~_#@i7~+jPLLubr$N`Cw5 z^#B@|m^u>296(${KGEfcJ4^|QZgZ>;gh!-$Q@K5%u&gQXu{IP5mJf3eG-brYh1kVg z+FFl+t4V(1PPh+n5e4lU9NZzd?lR5Y+#T%XjWUph4{$plHxarU1e>S_ei-S8L-jhN zwNoGld`Eo~|9eb;vF)C(s@I6nq#?q}H5~&B@i*oDzXrox@OiV(4+3Fp`mo<><0GiQ zz?qQ59RPAXyd`eYp`aovZZjPk3I78C0RR6KS9v_t{}YxJqH>fZm57ksl|*kzmk?4S zxsqI=M2aH!ZLPI-S#sa9?jw4l)6q9cB1)wsQ9_qezy1C7yyo@#yk}mYnR%X>QII?S zQ^hb5vc&weab*$~+z{L;c{3Sjx`z|&^b$dlsNJTK6AB|u%J-N1f)SW>cGhrDFmgWl zD7v?X;6isFrC~Gz8_q?YkSUKtk>s_X8>bV|x3FAhTqhY@SEv|??n%L_DJGkioCLLX ztx=Y`(UA7(?D=>q3N>NVmArOQ_>uCd-~o3G-f1nrL%9@(qowT!>?M=n`QX5s2)Se^ z{%NSU_?rT~58kKucF{3^VWSy;BNd1ExkM9^VsW8!yF&A5G#=K%QV^@`<1syyF%VeWGldyVe$IkTj zX#Ci*sle)fG-!VwubuiFg{Cvs4sF_Tpvrxmke{bOYwi8oG%91<2X;XOA$CNM#TLPVL8!rnx@VKWL%JrgjYS*6dcS%!ld$4W@xi}e5}`Yw9-pq3gxTtpDN8ph?2l%q_r0JYYq*2=WJN04r@3b` zDw*KUe!fTaP&%G_e^^7yOF_)_$Y1?(Nw_bSAlB8Jh_={wug3o+pvi2CX(E$^rI}kQ z^R^_zWIg*vGjJMHi7Aky5L37gDTSq^o;NbQV6gj>6B<;N&wtSJcg5sAVb z*>x4uF)^@xy@yHfjYrL=zxv_dDcCfAYq=p;GQ5A@&kgfR!8V&Uhr9$+@#=u@7R*sG zlbFbN=2kr3WpgETip1en^#Q|E0&y5(r`g0AC8DVOsKx4)R6GnCm+8Ms!{!O&f72s$ z{3|dz`O|<2{=aHFZ+WI+pHTF77ughKopy0&=~1!5{JOYo1{EqTUz#G?ld*JH$iL9L zDX_Y7KYe2y0}m6DFAbTdbLUx7ak1MZR(Os zdPIlfQ{j}5PC8ryyx;SxrDE`;#f$A+Y0%+5R?+x39otODtMP) zoWDb5;^R_F*K%q)W-azsA5zS~){jDz7VAuC9^cMqn8?J=gFDm2IlNu@NMJg2MKVHj zp3}!gl95s_$esBn8N6>+)Rvpj5xUm-iFpG9-nt=z^mXZwwBs6%xRwEp(X-7zR%aly zDPkbqkb&@w{XVrzIeomuQp2D(8OCA$8eus!=+_2>#}hgl6y_v17BiqS|D*GQej231 z*KCR@U_nFv@Gl*mObGkEv@pzNAx0|6#+xS#^bosLG+UtvQG1{iI|J1o@GF!Rl9Un89borLWzx2TygREce)q;PEY<&*YFbQlql zqE8$>p6dMX!_%rHxL@db(*KDH?PKDHbdMy1;wct+Po9n^xBASk-A#q(;OwmRJticm zd2LxI)6p^Pbg5a60s58cD1oYEM7$MSbAOnM`(ArgeFdrDtG75_UYv~SZPSzAMCh>P z)t1)3$UxiHA~7f3beOYd<@q%-aBRV@*59`?;mbF)(|U@DZ%;o_64-Q@q&heo7SR!F zo4+c=GZh7sH3LGfOdL}TG+*zS4v!O~?*e2qv3qU4_ssb$*n4?$&1z@k+7cW7?wl;} zJ##5G31va4<>Q#uVJ0FTB>rwPW@2DeUahH$2}v2v)is9c80L?E5-*YoyNvU#hZkod zsqf^6Huo%?I8^8&=b8=iTa&sS*D@i~V|n!H2_|^rtR6RPp`%ak*GK;D6sSwccq{g& z;7|c;=(j>M@ogQC2J;gO zonG_Ce}n0$8|?{sD@=oeqsp1%ddU#h)46rkkA}rjsu!4->Cg<*Z<85eAncTAQhh)g z7K$egHuN*bDJ-mJ^ zG7FoxnJ!emd>y|{m+e1rjS2eGtr}azQ}K47Qe++p&f@oQ4jc zLl-Kp(ebh}WS4I@1^K3Hiks#VajYh)^V|>4ocfXWCa{x&nJlILil-d@D&FkPEJ}fE zO(3^uX)1&eE~4q5hFs-S9*;Qr-x@!3H6l9&LLUp~1wp|dE9(lo77A<|pVw8~q(D+V zYJK|&Dny%Bq)xTdu-!e3-K5F+|C+m^iJZE)ANs&ArkM`u`LGM=ocai`zKN{=l>)x+ z<#Q9_Nyv?j{`8_H5yu(-?(UdOfJU8VJYQ%M4)T|2+qY0Lbk50Y(E}QaOSk;Iz{Tl% zy6eOUF9Uneyv}H*RZAMYdpd-gC~YA#-i>+>;QFt97@w9Z)bBQ zVUvzz&{BSmPQ>2W`@4{auRL$76^2s~YI}#BdNmcZsx_s2ocTnXRO}YvPe8w?yixVZ zC|p^4e%U(3aC9ga4!G_QhZx29;+$3lBKWe?bMvC1U|C&ygR^(C+aDiuf1H4|h3Vuh(Y{$^F{L{7;Zm~N1ibDN6Gae>$vK3pbY(%Dthbz%|%Zvwnq8m%(1?% zm$mi%R{4{nN^5pGzRh9=X95Z{QEN~e$my*bU$~DZ*2p9M$L?EHW#x8v>0#4tO zpUli$f?oTcwG!1Q(fy32q^xWTE}s#KH(M5ZyZh~3u9~9zik^qV49BmF#|x7g4+J03 zUg1^igZ|{Xk#kmoa58M!{Ddn2TtsBkT&Xy0c&y`2bDt+%wG2MvV1H6JrJ1?<^(7)6 zq55R^i;KjlI@LuqX`ecRp?75NZ zE5zfmXI(;W1d%+NI+1fFlH6Um;pKwBNYZ@2Qop(-oUl|ocOQ)mCjCzqvp&gPCR&9* zW1hsHBd;^p*-e`qBYaCgM%_v~MA3^A>Q1Xg%1Un{B@r3^)!dSp26;tK_?kgHEX{(F?n9Jx+P18i z4JS1}_T<&nMG~XYtrI&hM-#)(cfx5eBZ#VQmhX}95YoIW_vqs<{>0|2!HFHh=SjEJ zL_>X~8F{@}=GGA}Q)KB!>NmIUCH8hXonZ&`U z13%lJ_CylRUR|Y$6%m9h!>szhm%$`Tb3C+E>=NPYU-Fn5;7x+7Zf=U`K2GAsZN8V= zT_id`wel30(Zr_cm*3LY3FOw9Cl7y^Q^-%LhMqO=6UZOqg6Xc17{WKB^vUskBndm( zoK!LuOuEPS^X&Z1$!E1e(Zw=v!s4-&Nlm**>`(kx;Jr4I@IA+x$C0t*?)Z}4`?Ofn zV0U1Zp==cSQ%{=u0wc&iDgJMP!NJ5sz2RB&I$v_&TvyqeMb0GnJ4@^LGkIif_8eP0 ze++s-Etg$1-H7_Y?a_l@f(gAz`0Kh~!Q}pT!7ek|U}E6C(RcB9AdxJzI`X&ZJn?sJ zip%|MPxK~C&F(zXhIje5Ci`(WXgN?iH$CwMqr&0K!%8=}Br8{R#5)iv*~0OM$GwQo z4Pk>-X?~>PvQGU?niuI-l*lgOb0oJbQ-t@5nnV8iicz)>5qz~ z-en;iJ_>cb+IshzKe(>!Hd^-66v5jm@2^WKkziXr`^G5_K9xSa>h=~QwMD|$($W%9 zvd52e$-5%z>ai}@KNrw5U~W_|5CnGL-utt{m%$aFv!GsOGx?cww_{_GFXHcBz_Y-^olL20Q|8)tgm8sRsrLr#!GR&s?M?JkP#s>|N%_wmLuO`| z>sjXrZO_KMa+7evFrM2)-y20-HuGrr{fQ%S+%v~m;jtvk;@(HPEvK$d1)s+^gp#7x z3DF9jAR^Rwcj-Uf08;d9MFI2DIkIB4;n{EYAw;WN@93Lc3TcjVk+F`a5x1BXn~RyL zq?cDPb@Ep#={Z_@^dyr`x~YA!il>kXqBmEb{QzU!IudS>*OQbFSCYnIvuf zBDXV|EFzs;d7I~O8p*m=9*1kGg!a;nD~3iV28x=SE!Sm`Nrn5f1-aRz>UvyZ_?v99 z!KALXb$t#ga~=(Rx+R;0cs86@61h%Z7doT}ok%A_Pq*5uWiZGt0Y~o5zi1r4fn>u0 zDk*rh5xgU*r0nOULmDN6_>BpCZ%D}`quY3ImStQg7ObsBktZ^U^74u^Ep<$C<4^vB zfp|Ju_JF_S`V^Ij=e{)!C`lkZK}F{4FGZ5>Zeh(iW(2V@*|K{xS%LMc;4(6qxO7SY{^h%N*T-BXw0uSR zH#L!j!k&G8TRMset#;1e!XHku=FE&~H?9&rZ9nPOVK2fp5oniOx*BW;w;jUvZpfSN z8@4=q1qR`yOkg+|{UfrGOdAjUl$ev*`_qB=58UYqS$>MxQ_j;RvN*i`YA{|~yaQ9L z#Z?|T-ss-;*-td!8sdy^tZgd@gZkiprPA=<6>VJh>>@~USLg5OE`Foh!!>?k+pt4)DGzmBH!Gb-pmxvWVd4cdQH z9$5&bqHCc2mHK)r)}G7H3b+x6AJ>Bn*@1D8%RIKJARrMrzEeWw$w>(R?x?)~Q3`sa z0&Ew?GBK?BHGKYA8fYu^7AePMLNN56=K_l?v?gufH`$#IYMjB}=iaGsJHyg8*qsWe z)22(c4lg|a~zUb5QAAPY(n1#Iu#S=jqe>OtbOEIjI8{n6o3Hnteil+JF- z#YDE7?AWJVoblI7_#vDRqtM-!{CWB4W<6aR>|6l9!Edj|!gI0g&EpfXYT5AGX(j#e zZx;5A?7HuqoQ+q@x4hgOW;ERybtpq zV)Yi{>IK=QN|E`fYGBRG-p_@H?=Q)(Hn}jR-feXn%f-FIq3@-=d2sVK^AX)pfEyc( zC9As%VK^qWed%Zsd|kP{b?r(}79H|$u(1SvqOSXD{EEOl=-6;Cu>b}28vRR^3NX%I zo-v_NfT5Q6dR~VL@#1Qbbd7rvx;;m}W{ekON4(L#8$~5p8+mc{gV|E#?07K!e0e!G zw5x8i_A7yw`k;g9q9U~J8P{2|rx3<1yY{K*7h+la&G>xoBJ@2!qOCDqgf{n_-(s(e z@q+8j^Vim;5NsOV!_Fzg;s@dJ@*m34ChDB$)?W&)`3=W6N|!)6tNg21Z83VyZ+=ME zD8Wv)%I{`@QjCWLcGT;XfxqvlQ2T5-I>y^%$`4lH?-AqC&rWP;Dt$=lWwLQ)^I#+I z*bT^v%x}~VEyvBhhLRyO{e}j;-R{uO0bi;#H8|QR%AE$_80|RO_@c8x}<~Z~Khc$oe)Dbv}uW>5kmu ze2Ge!I3|uwH&#NX>59GAiYm}QyxZUuUWL(PQm*#}t5K*>{zh(P6=>$WQuf?tW7G4D ztquHav>h=JO+HzH_V-*F8|*7kW3Z#BbfN+l7Y=-0d4vs{829=;3^u~ruh2g&;rI`# zO#d5L2@Q>RW{n(dlYC`wZO+D8mE~N81velS_om0};teEvH)w_U-GJ>#>7^Kz3X~YQ zS-$vC0k`M6kDF<193KlZySum&imZco|I4q0X7mz|NPCX0ww`5uiVc~os?XRjEAZ}V z*xbUw3KUEJa^YLZhNI*4?S8RroT~mS*{H{fzpUg_@oXig<%R7sPF3M2lguvoSA|=j zX0zuOR$)8OMt3gFO1No{FbudW!Lwxgt@G|m%$6sqoxEC!n~U`y%qdiXM_u%k=vWoj zJB;m%h^>a3s3*vu9*(!yVCQHyE3X# zJZ0RbjLNR4u>vNV>(a^)`qw(HY;mk zsZ*{{q)>|rzk;%(lv>zKr}y^G)M5#*F?>;n+ObvA=@07>G#$JD*s2Do(&MI`nj7#t z<>mtEnR?8uSuwp_xgJwG3mtoO>XBjFG~?-1k64PXYT4U*7_VKGL%-C3byJcXxfe7- zmlkwME~gPP4Gafe!6xL%E!ri~*#!Bbho-j%n((*7e$D7yBL+8!g{T@dBK+yXWo*kv z@cpyW*}=irf96MlJwAM!m_dFe&@ZK@W&u%mms4F3r&x|XMAiz zP^xVh_q`@erpU{`j%tLEk?J4A$OasH+B{J2)BtARk_8XM8&J<)5Jg?vfJKT`1se?; z(DePmNRe*?YJGyjx!W7yQ#tQEJKcbhCxSVrBpX4AQ#iR;w*d*}Tn@|=^;mpfEY@DV z9-X4(;S^sz3|I4fV{`D0SnA|^>v}vJzd1BiR*!QU&igiwbL=18%1?GSfM?{xZUIhy zZV$Z-tNL4y@{wr;KhC@Gm3=MAr|J;VeaXpPxDKhwA4+=WYY}YJk`3KD*l4{E6mqS@ zsa8qe9$Fm|4Jw^8%Id)PE@DC6y*k{g9Qs+(S%+O`j`ntn*C8$brlO#HEn<`N-;{UO zAh}Q`g3qP~KmEtKjgQwr*XN|jOZOU(!4bhmdJQ6nZ!7O))*#qHZ&6W34S3hxQ0KZ- z1KA@m`TemPb%BxWspnNVuc6jE9@5 zu*q>YOh~#4?CN8C+xAz1cmGIb_Sq`*`h>_n|Bu6u>uN4V99=lzbtK`=dN!mx5+6!e zaC9NNM8D-?1e1$m=3*R8kgRj(%qhMn z7sQ4H3()gc@pI?meALjovrCloARbfQHWr$Tmc?Tl(cf}0x8-ePDJ>6cZ|;8lMlBzE z+5^2vWLKly4P~i!~N}lfC)b*y#Ms0-v)Whw`Fne?H68yT-mrf zVPojkk&RU*wtw5ybCCGsTlSZ^93=dGY-sP8%i(=zX1iQAdREvi+0T=Kx0{{QH8!MU zYf5lX^j{{_`IqJd-%rDLIXAi0W-R0nhh};WWI&R~Ofa$aIy`!I3*LX4g{zaQ371o{ z(Yk+++!5g{G-S6ek>O5*yoq^=$~YZj``C4>HqzmoCn9iKmX6W(V0Hc4RMaf*d~mIZ ziE6%zHCg>>ShelD0e>$GC#MY*E{SELB3DSKuOJfFdB26G81QbU32BT1=m8>rA*#&_Y{;X8obyxN%*m;&O zjXvu`i+65vF2feHqC+Ci4_xu?Zsb*4OJCe-5>M~(y$o}{_0JNh!BC=xHu*TXLw-Jl zceQ{s;WPJb&0FA0B$Cb)9Hiu) zq|a`OxybS-{-do$Lwmi+Lzk-~VS7)J;1j|E{)Qr8n0Q2N8g_%nlS}_4r}~2O>Oj!I z<`al|wy)tm^DKGYH>&2NbCKxOz0nf0y-2h!8YM0o@g`a|4=GZcj*-`)m5vrWPU7J# z|FRDYFTiH7|C|U<5V$uh=PEo3hlkWc?abgysNuF+_rT2sLKhOQnt0iuxlBs;`REBa zj>a&v&7Dx*rKhm;qYqS@6vB7u1>wq{fX0BrP#g;l8w&A{g148&cR#;4&fdSZs8l-~ zr;kzFdHlWcE~~6`fxk6wzvcZ?HE;x3Yf`H6&RFAH#;>*-FK;|6+vc#9bEo&lZ8{la z8w|M>5+91QLg9H`(`fiWI2Z{fPG|33K_Bnz`)#+K&?|a=-qOX9C>f+qo&4ZV0zLb! zlRVvt>71M1zLO^imubM@qQHl@rkY=Lhk2bq*nbCH{&~6Mh5qu{Kh9p@dd1k#zQ>p} zN&Tx*81yG&+rKjHw_hVUf`NXIvO`FJ#bD`w$3w`_oXF8n$FC5*{L7B-=X{CIDf=XA zxwGWY!3lBET`t7C_K>h~+0RR6Cmw7l2eaG!aUcYQJzLl5k2s8(`J&M5{qtHn@h4*%2}S9| zNVWLa+f5l{*rF4!Q6p8Z7&nZ-?J*&cdKIwWg@QCPBEJB9{*#W zx|c$R+oxtDWA77zsM8B`Ta!ut9cQ!NRVgG@CAY9uZ(Ao|bUw}iNd5OW6`hN5Q(x!gESTvKC6`S;_eCcG1g za+-!q+2tgnyKC-4YH%W1b0my)^;|r;p_M8U@P+N0l;Ly~g+fAqWG8R-4ki|hcsYfO zeTmi-D^YK$FX8cPo$ieeBVtd-T4PJ2Nn}8RklT0^xwW^;cSJsltn*@=+S(pQ9CwFk z-!Tj%wNnzEvhJQlm&b~mam<>~cRXD4m)DBqC!FdQv+*T$symGm^n-|O)cVm4`-8~O z_>!l|)qX_%T@Jl3<__V?k&yA)XGV0l3D4#ap2ct7zPjL5t|pXl<_@8D&Hb?Eia|nDf=dN()>?*QZenr+P0)7C998 z3k2ZiOXGM`p)h<7w{msd5sK#bn?=`}c%pXy=r!BV_W02wVV+TBkA}1RN86WOhgU&I zX1<6!7R2Yh1Z912eI_F{J}n4zt({gIFNZ<1#4{+pD-u3(Mn*5cL_%Y|(cY%<0CM=C-y5Q4|0MuNq&FE#se~b^TEI_lfr1zt zzlnrDQE(I~7?&T7!ePmG5xI9lAZI+Qp3UhG@4-ixoJahi`%-C!;uHYKMPKO_BO$PL zrTksJCK5cX{RiXgqp|D3T;iIX7<3ebB+Jp`!7bDfoBK2Y#fK$~T;4>Z%s<^gCz65+ zwQ_9uj{=cDL8D^hk+`Svuu&%dK8B9>#GmAdM+u+ak~7W;aAOwB3n-+Zp{~HE=D##B z?_Q%Wa!Utauf$=->J%s}k;|R1jK`%tA$K%Q;-OsXU2az$kI$z!=Y0R10B1w8{h?$s zzU^7_oAX!-B9oQ2(s!ld(Ay@CmLKVO@ak&)ZTU=`U!o|gaUc^L7rpt&c$bFAy1Ryc zJ}KC(eJe2QRtk)x;(XH+Q$YkznX;I6TuYLw<+tMZSmgyvj~{W!X8uYE4!ejd?TZ=8)5d-DjH6T$4yf=SvCkt&`-yBH# znF-H1ZoQ2eEA`*|0c!z07_j8~X#4cc&KT!10@`fca!DZf~+& zyQ?P;9i3elSI_3-*oT|xWden02+RJvc{(340$QFn(YY`z4l_${%K>H8RrAmrY`tH1 zPq)0yf!~^=pKlK5f`^iEHu7U0juPvEgx~p)9P3I>_*8)2ADVa5#Ea0Cmbm-H#{yV? zDesJP%|opF?15M3a#5OSdGxzcE}H-R-XYkZi?!$O^zdfp!RdRTlSybka&M(Q_sA~5 z5Dbo}*Azna>3?<)T8gk;*tM)%y$IrcA64Vl6d*a(oue!%4-NtoB9g1}aPDBoe6C#{ zlDwC5k4xmke~G!xF1GIdr5}<`>K9^E((~2N%SBM`sS?;wSd1+d=e1^si;x}laPpOQ zA;kWgNbi&>fH+@f)WCc`TKS)>{2Nq&BG+W)h}1%OE2%R~yV?6P@$e~XD8|FhI!-TS zsi>M?T>7_`id|@IT{5uXNv30S!UVTd}rVv6Bf|i5r zMG*Y=$?M(2VkGpuO255Of|mu_XAG2SNPc?9d__wMR(|=Q9-do-2HVK0kLHD7@YNl4 z-dl(tA&Q#Y%?dG3tz>M=D#DZRuu-cj#uvA_#k?;{@QW2EG*m(bPoiXPw;T;6TUIX; zVDtKw)ELpSVl+)T>K_*WWZ^K>?YIm3{c+08dYi2(e`ho zUT%hpMXAw^Ws_9M_&2Se+)TsgOc&9j_cR0~78ExG(GhYg#*>ea0UxKfijVghFjDec z|9NpKRvWzeb*zwqj;dC>+GIL5k8~7h&(R=Pn`gN76%AeaGWUvSXlVFzH~X3)9Zzfj zGgD>IamHC8zm=O^r)sxqABBOQ6^yF!0R|5IzT{iWzP{x7y4uEo4mXRh?NzEYbdJ|- zS@(mA1>c|bOTws#R5Nh-#lFw8Ayj65l7?+Mj9f|f`ie9D6aQ#*9J_eJ&wm92p*w$D z&gj!IaNxlWyC5n)d~&gyK1W6Id6k&P04n}H_&A!uOM}`Whcy3s8fu08z5PzpVc;aE zfBGXGW)fD>>yI%|`%mhdPdgp%{>#1BMA4AMmsMi>i3-E#wBv1hRP?VKYhKFcIDb&@ z!hRa02OTB~H_;L0wqJKg6ditMUFT)l`k%TjE7#FRhxKnJNA5iuBHSiFl}ghvZfE&K zbvF$TpBcOdcGB=DV(YhkB6OUzU$U7ygpT`ElZKT_475KI&zWmuVCr58CApe`=A+gm$Sf#@S~YvM{PG1D($cbuaN){!eWzMxd$MauZ_9SJ5B zw4X3z9x$P_K01BEl8K_Jz%b=ARWQ6Z%iT0v3G>-Zo$Hg8s1|-0G_kx2&#i50%HLE$ z?o*V;Az3D#A1!|s2qs=c8diMNW?`U6)n~4Rg#;z#wmA7}3|Od|^d73li}*7aOEg&6 zIQ8#nas(4v;mhCNux27oVckdN!%SFlpS8@fVnVR~paMq|6MBctG8NTX&=Kta^eUf) z+LV*Bf2LUQ6B|tZDq9V1jlelQdlp2xck>n8Wa5B<&Ixq|CiaDm%6>Bu>-4_ zXc?K>eawQ1{rcwp=Ukc4*PC*-ea3`ew7T2;VitC-jkV$sV&SwuS2yc23vXG*X5kG? zv`c7@?d-3@aS;dQG_NZ3Ckn3McL935ioamBZ=BZ!ZQ zOIowkQ8x2mbw2c#XTqel^xR{1f1ldwr1!;FLF>BJ#OtO?$oqfgIigpIZw)V7<&`Uu z7hY)cid5q2bL$<`XDbn2&E-?=U5RmNn*)#A*gkYlDviCXgxp^*4GP;wtCzRZjv7~@ z*nUjyd{_mPPIz29#`ayIgFY-jP!2|owoV2|1P$r?sQ8j z@}!$Y8S|z1@{Ou;SGWwZr&n$k*i;6tysQmOl`{A@tnRNlSO)2Y^j@xxQe36f*Y{U3 zkZH88eR6;f>d8~LbOYJnk;u+Pe3$5;Q_s=TUoxQL^rs^tF@K7o{(Y-}=$%3YI~aSv zb}WF`yJAzHU-=k3ytX;*X+Fe5JPWy+@}VxqJVOaCKw5*%B7?yKh#IOVDCZR-|2^M& zH@PD0sHgafuPlOo9qu)4&&Tgy<&>k7IXKk1-gQq>4o*K64T`#&gZNs(a7~%^qp+-!-?)WkVX8r$*(cbkotFzApHXdIrS#+a@FrW@5E?(&CddnYiI>o3S@7 z6EeFC-f4NI!p3Kg`cW(iUFZHy1mz{5U9h0OvL*o}c42+LY$D25?kkaMPlCax^Gy3h;oF^*s2-*JIB#T=9}pFTzb`*CrWtYIh_Q3CV8&u_accHV z4h7m`Kb}w;{b6@g=Ypb)4{mRKzNK-SHxAEAJ=rAegKK~1^WP@;Ho|Dd^Q(GlnrIFe zxpk|`2olmqPRG)&;Jov>?x>rt5ETxp>-y%6JM%W{Zw~ljk@(f*n95*CdPtQ~%Y(t+ zNYgs{=my*jsJa5;8c4qwqA_eKPM(`K?31{3lBfvt`6T_^NLKfek)~rtXjcCvSSfFd z`P*}(O9#5YlQ{iKchbK*tI~70?TXqEs)4x6?Z+1og&woFpXFV{wSTBMx z;Q_b(C-#fDm>_?45ogSR3EAr8Y@wWPMJ5KzElG(L=^~xc3mkgHVS1ad*Q1M&9QO84 z)VzTfedb8kBM;p7JO8^S!5dRHH!CD$Z=g%=*UgREo8Xwp%Wtk{M7U&S*HmiTkTeNS7Nt`8kreXx+s#*7#&=vbL0j`<2A+1bA&7P-qSi`eQ4;%E?KN( zgDUA&-M(yLzOJhq_$J&z7TOYDa9zAucl&&MO9l zWBBnashhu*gRbfP$=5YOm)E)%hFOQvE-U?d?EGyK8h)GVBpXcJX1`~=Ob#Ww@1EzS zZjT@$WqrqTY{E!X@n^9d{$O&sMepy%*8>Re4H!(vxsb z*#{Ukhmh4bo$3xq-6wuy9Mkeiv1B;*_R3@G@kHzRJ8PYac+w?wZuo>rJW)s&?c_Cx zCFi4#e{l4UCIa2&#XPs7$c(&(X_{9g>A7&1_xq~*IC$$a$Y+ zXPN%^EFVi|1TS)3h)yE&o@?HRTBHz*TH~+3PoxrWrxx1Ypk$(ZPD3flA%X0w<3E^q zK9(q)sNFV`e4jjd!owdP5lK{d_U(Ao7*6IttXWlf@IEmgaNnyNoIq~3yzD9MP9)xZ zOMUP4CX(!x0h{MU5{UTO6YAbeVu{w6%}BHAeRBEB^l_nj3R$C2DQvVVoD?s%x|rY+ zLL_|-1cb2elQ#Ll=D#C}B*?@(w$d_*D4R$|u|6b`t>N^g!l?=5^b57NCw{Sni)e40 zc8n(0Mhw+$QBkB_Wai7xl@X-Hh1=M5ID&kUJt{F19!sS5$X%-`Ng%^_iZ@;@OCZ(8 zOGS&V3_TY-U`_g727@M^Vbtl#uOxdB%B~&eLVDU^DRudyX-m2e~x{w^B(+m zXY(Hed`uWWtpU&Af%XNgI=SiRAiXRlrbX%eCL^P!DEbN%lj>Ej=B9^~% z44#ZQ9WBy~#Br(Tk@K1q=$JW(AL*swN*sNGtc!+sBah8%fmkeaiG1aKHxBQoWH6;4&jsPb(%w0unpc3g2d8XA*|`E`DAf-lpdU8d=|T_h8q zyzS;XiZ2h3rNLuSooL*abl3%Hm?@mUGX#Hy=+aALaTR@}OIO%tGry z4z{ee{Bp`T2S&$zelG;)U_O$sWY#DLGaRywl52A@i>@0Gf$VdIX>X+#s3-D1lds+EVAhR{3yw+BP0=z1N}G9+4ppIb%-H;oiSYQE~tuHj-_ z{Ag~wVnYdD-OWl}wTp_T-0M;|c-gsrw|qxP3=PsB(l)WS(vj}9^{S;F9Z3P)%^``@1T&TC>6bCK4QB?sCfH|_Ghsx z74kn_#mv}wMI-$10QS*QZq1byn@PueCm9=+K05BJd7QOhPscjl^?9sDDjv(7;>>zZ z#RnDrx`_!YymJ?%1q*1%t{3*}QKy4rn^ve|6CE1IhX0-Iu%Q z;9vPTWl1&-CwPBF2nV zdK4mzsbCn?AMLZJLFY!L*!696=ohI3aCy^V^j7J$qX>hYH{9E)OBvYFs~5S7?N74L zO7$uR+uyAq>RT!I=HXi z-q!Mu4u#n55fKIqgl~D$c;YDoykj1+zw8-k)m2Cw4q^McQYlwp106q4zRcLTgbrQ3 z183CO{w!Jfj^FE#hw@)*m&b33Q)RTc!`Oq8k5)3R! zT_giRI_he^r0?^fVb6X3w%s~3XeAeZNpPb^uCenivqW=ABRdz{ zJz5!Zl7U{@E1J{;2ByNawG>Y<@NihIhTE48=2&Crs6HLpPa0xRvUM(5hrI)L=qP?C zY_)6=1HT+C8QjOPw{GAd0&n( z|Np!z<;pQtJ1na5z6_z9pE^fE%aA*|Rw0mHhJS7izduQpv-37*>d)8ZcvOA4Y;{@% zv{t|9e7L(3S<07p8TMD=+xGcQIfvL>SR6YbTY*1n)#jl~D{zkf@LIsm3beeX_IBT@ zV9(#B6=5qYaq??&!0V5dc*EbfRP|03{LG*4fBUxz9#7mQ{2ZBRZ!?%WmRbd?SFLd$ zD=Kk7?&zw2sg>B~Q8<36v=WKBwq82IRk+sMx~lws6&ky<*8e!f#0~w7iB+jgw7JRU zUr}Mf$;d|7V~7c=?yZpjmNLP8E!6+muPRJ+WFghvI{K&s;i-XJ4N`kM>P(e-sN%8hlTYy$r1rVEEqU#<=VNH1+Ncy z-ebwa+WN-M@KP4)h4)14u&GAHHlFO7FV&#(lrGP=tHH$M?VZ*=HPEq*^?q};7V8}d z)s#%BAo3vXUH(~cx`_Qs*k_mym zDb~@|Ovp4*#JbtEj^}d8nPTGAKF3oD+AKu=Rk$XX%`}pN$VB+L=&lf>fOjyRJQC}$&!#3uC0=U7HddFWewTau`k&TGmK?s%x-N66^^1vkqSwogcg!tAuV|4 z{pKSn& z_uwsCH&?ytE|AY@u&@4TfuwIAbkajxAUHUAji%TF0;QwTw>bD*1lyi|sRdTPFAJ-1 z<^@A+WdkZ&09!w&)6>%e>YA@D26*qn(vOV`Kcw!0($k-`r13^X6WEy-)}$A3{!PC1pdl5L;9I_RO;boI8i9j^6Pptq=-5lxsccl%fk4~ zrSxWa`PxrNz^EA>_-UrOU2KAH6I-+Hx8H%Ehh_;aE_XmlLEZL@(j5rqE|DYdxC3*@ zRJI}D4rJp5&i97gfsc{OU#U5Fpq~7I{J!80L|0P7sit>8TJ_DXj^suV==+9M=5GYW zot1CSyl;SmFK*Q0$qkVGOy!{6{RS9p+WYfHdjrHJpXANm*a))jg`(~*jexlwE-SXV z5vEt{i>G88VBXrOo=9SYf`KLPoHZNjj{Mf$y`2q=#^-t$G}s`uEB57}4jV=;-)qA} zvSEs=VEGY-4Sw56{N_*CpfzzketPjX7~C#%m6E*;JfF4rc97~p<()$J1A}@nd}TD; z`nwJ`Pi6lZm#l}aPMW)Quhzqle8q`Sc0F{Qi5s`#x((<5dI_fr-i88++7F?NbwIsH zX5ar)1De$qXXQm}V5mL)`l0k{aCTK6C1_T|fnPU^lC`U0(ou3H)V&&7#j?bQ+o~aq zuvcPAq6Q=cu9MG^YQW(?rEN`SRlqm+H1`7^6Xf;BQ)EWzkSGvuH;598W8s#ECF~;9x(f_=XC% zpDsP8o}@zYu}9xDC8$s|FxnSJrvi$+C;5hl21>#K_(fYfROf8)mG(OWV;9zCS0c-{~;85Oq7mG2dbA_I@p@@Q-h3A!{bx0X3*k4tPkQJ`fnTt(OGv zGf85vGs#emA$;60PX_;$eOSGTN?5+hm2dZ)0<)c=2G2R;MKyhwcAX#s-%f`l!KW3F zPT74Wgs%eBg-Fy|4szYNyrYRTZ=a|9YI!pW{>%g#=lPQ0?`C$AU@jSE<&Ezwa?k>E zdUQpC2)(f~+4!yi8ZMiBG6^Y!p@b{H=NIze;UukISN|4h?#j(jl}LlG9UASKt4V+l>d6g} zP6o9TW^Ly~)42+=O*=h#nu8$xZ8BMHC;}F(@*?e{F<{YU-Ps_L1iop^aRxCFx>9=F zK5$(I>BqNAUR!&hKR@Jwejosi)^ChpTnt4cf4jKu1?4p4ado(4r8EfzJJgylOUI*y(<)KEg%N0F?}gA( zqCe8yqcvA@GzraxzdM*0pNn4ipW0$W$wzicw{q&g6(GU-$A9U91*ows{9uVzJ|d>x zbnghsMRG%F=e)aaq4UShUscAXqQ_fP?zc%Kq4DK&8Vu7!w4JB@wC&eiH0;z?IQ9~Y zPB9W5c_?`V;=~-$LQziPzqX zB%`UdZv8`b@yLpsqVtfNg)-E9l~QkF5r22LW7&Zs6q_AFH`Oab@e>BcTHS?+=(8G= z*OreK+bHE3K{-hGDm~oVCIgLnEgRhal!BI1xxRh)g+b=kYQZ9d@koBk{i1kzF3LW1 zTh4R|i!Q1di4PnrLMu^jmc-YE$SJVa)<6o22Kw)rM2h7hrL0pAs_tf^ewF{u4xYY+ zOk+d%RyU_2x1B!PXfYmPJg@XuMQ0#Eo{PgpZ}L(5m&7jKJy=v%b@p+yIwy~FCDCj$ z9~m7opZ?jIgZxD%1NM4kBKO(F`-%>!XbQ*IV>BIu7W$sc%-4jV?YqOb|7wg!7RrO7 zcZ4#Lr9G*E{3ILgC7u*C`<0E1O~j-e`7%%uDnG=dn2bjBPyX5XECN~ld>706BoK+u z8ZG9PI-voqd#m`*bFlFB)s3-$^T;B|Zlv;f1WFoyq7wfRgPK;1iF~sdv|=>;DZXnXSpF9HMYi&=rkvw%bNR&unCE1&Fp(!Gd2M&;OeU7f)h~Y zLO$N3GX@zqCZ(JR2}S>u`f%YEL1^vGyk79tB;=xKL%6q)g$`^uEqq2c549=OH`hny zp}CrjS~;gY6yW8^^~LiR3SOTrE!R#*43SSUAHSp^uG*%qPrbQl?wFi%mNX9e2YlOC zC|!(HxMj4S0B5oJlHJ}k8$p(y$Jh4nooM0j~QUs{laTE{A^Yl|w-6i?4zyW}z? zEn+&T?MpzEfoYM76UFG>i=TqU>>A_56(+`=rW1&RWpD?~+g;|>Sev`X|k?@;cg zyEJ4imS`1K%tXt-NzBr7EEMsS861C}g}QiK=c7xRDD27EbAAnU^iiVLg(roE%v}hV*HJDq zuDRvZqnC-yvD{s?&vVfBv0%OgwIcN1ie#EKjz{~tZ6|a-;L+f?epd5N913nda9i2B z5Z$}Gx9F=+F8XKwS29>42bqrsonZY+LvFWRy8^><5iKy#J>UdKFIz`mT(d4h%L1~g z`D<9jwYD(D_beYVJ~E=6YqL;~LQ~16h7@E`kddU_6N5gteqIqJh9j$S?5>|?8OZh` z-fw4C9+J6oKC&g7qqBR*V0J@3%I&l15y;O&(o3iEdfsHA4wOtBWd1ubBIPR zmQ}owTT)O*V8-op3R&pim{rHbt6bE$_W)js<5Sf`Jb_X*nW(X0nI*GWZ_62lHaluh+(VLX;&`U(NriS-(NNuVaz3pRVR(m3MN})`J5LNNGnww*o6U2K}lTnN(=~p z?Yb-Z*#U$%UR(|Ix`IZKq-1j3HDqijwY&28B@~dzI>un11w8A`8C$au2)IrPwc$&E zKM|J=EoM?cvoBUXjGPLMUp)_fl?eooy<2$B>-c~YLncmD$pc#6{kJ>*n;)o*dmmD| z6$v-l-!DgvC4$htX+>r449KWa3aPKpgFd>eynIa_q;IZeVfj*_w##P1yfX^4&pb+h zE))sD(SgZpb)jHbDP`1Xhk>Ma$xqSYCRYn7$((E=UKfcodV)!!Gh>oXo6i7cz^ zJVk&5Zxcra-G2)!r(u*h=_pgK2wnlLBPraidsX zD##i6#Mwqwf{+ROCpeIxw@94ctwe&yJP`#sK!pF)b_mIxC&2>GTpvgOL2gaCi0@`4 zL_Xyn_>8B(LtfT>hc+ts@7iPQw3`OkWJR&omnq;OIulhgM2632;#2Jg$#9=~VO8Z7 z8Dhn`i}~@DV7cWw`{j2E{38sEz57T7u2XHjejzl#Y7Kn9hNpv=jq9Fi5gPdR$%w{v zRs#E(rbXPvN?5qZn?HHd?e(}1P|=+%&-z2h+dtpHE$@eXKmdnE0h8%AqtaiArvq_Ed9Wq zp9+o{?n5sBsNnKCn2*&?gL^_+N*y+I2n=(*J0;A3fT+Zo(hW=~dLkrfmd6B@J(top zOVeS~)VUz;jZ}E-z^&8gM}b2peICVcra-qxO8`SayuXKvF9o{hs4Mw-R2cfFt9Chw z1|0>jjrsT(pknfA%giGNe3sKx=oV$cpW+sjVatTZ6j`#@Av%2ZES^!gNdpbNrQ*gh zDl9zXT5j{Efp+%5ocBFC(8W?oS|bd|DiP1nSYkr7dW_-w4=gxkKOW+(Q4K?n=fw8! zs|L-c4k?@r3lwY?o{ai3z^-{mKi6A2OkpjLYmd^Q-|cJ9HE#w8e!Tu9#+eCRR*PG5 zPqN^%h`W_9g9UABLA4D^)u49lZ&+VKHN1UstU-~+0$$2de_>As48H#)ANh(7?-qWK zrIP7DbvAx>^Cca|fQLgxvuq670h4f zO0FVKEmPE#_*qMiTA1SaE2>*2M2i@C=b$NXh8Y-?}iqU4mM10 zL5VyDv@d?np5xSQ!0X`4HN=86ZGp1WHk>*dF0y$?X|VI=lzwj`6)rK3{T4~2fu;oy7-SuG2s`a+?X3%GvLQpi9FXEKTZr zKgL1Qrj?bg1~f3Ax|!4bga#^Qq8kEk(IL*nrfD#m0h#BgYwQh~u<>e&vZn?MV!5rB z1^t;YvHkGKASZA7g|US9yD4DyJlD$MekHhVik+64tAtR+gLv23N}zu@5vXrUg*5L9 zH@!+K&<&TYo<635=85l`VJ&ocsr+=wQ-BHU&$9Lx8Zbe6=Nku&PR_jROw0CAvmI$Zt!{Iy;_9X<~z89L|D;b_cFoz621sIA#7j1ghNHj`^?HFp-o z{W!o@m8pWNdxsuyZK;M@{cDfQyQ`s&Yu9^~Lsvz~zqX+|aCY(3$F?IdJ0HP^>HSRY97RfbA z^Jz@TIo>Bi3}b=RlB*Y~s|r-krfz9dtOmoXzB;J3)eJ)nWaF`SK67Y)w8JfhycOoMuz50Y_`44`**$7+mm_HC)9%gfqbu&;T#s<-eYP`0U{Qw#+&hH$ zyZoteFEYd?=_nP*GR}93e5g=P_jSFpj|MIJ51;(3p@X)-PwoO%ae)DDg5^G$BQ%&G-oCB3lLn9c{|YN|(7^VJxfy4?S71k&#veKqttId|-($dN z%)g0;OeV~E57WG^vp}WcKR&)YRp8F1H`ae*z=!iI)6qekc;`cex(SZo`Zrj})^hsX z8lYzz4eU(K?7RkOu$ccnW%WNg^o3pV7TnI^iGc0b3T+nbQp?@dcDf2qe#jxUX|f=r zOSQ$qg$^^b`)*v}_-=piU*p7UG?3vx%H3W>1Af0(UounaFiV-1!}2lVs;l$w3S}15 zN59bvG3D?)1Aoaqs~U9Gg81VztKnE`MU38MCeU`=uj`AW!=s<=1cEgk2(4Q4ZoBDl zw!K%Ddz`bb)kVB`KLb_=_{@f-SulFo-wCt13S3uYHfj8-f=1h&I(|vj(CwNNd@h0o z?Yf7`t{!5*^_8YPzHmC+G)QZc*+qv=BbiZg4o>*IG#KV*fY`<9jNB&-NY=%ZJJXpE zY}3{e$ML-$w}~x7oIKZGT~;P?{Bcm#Un*^x3Tqm7=Adr%Z1BbYQ_~ls~(CDV% z8ea^Bcx~@Q^HNxBZ?ohXE`!$l%`<1NR)9BFPPw<52%#<-T*|>D5E$3BABZA?wqZ~{ z6;ljO(&FdN$rS>@XZ4q1LH1cRQ`HcwkT1m825b>Be%47>UI z57Sb>zZHRDgL07V4~{UjAVRN)S6TabG3fD@NA0jE0HSo$Qt ze>fNiZm*(xE)5lf_}I7H&g%pipC;HVca_249Kr=nW6t}d#w5APfCNEgB}?PHQW(6o zVaF*i98?!?Rk@*81bnV;q2#_oVC&laQ(VWwB1JD(1XlzXiBDtKR`4()YhcfhMtU$OF z^hWp0L1Q8G9lPnK6_XG0V)rNh|9-FXC+V%f&xfUiaHEYMu&~phKBs|+gQP1p(tSsY zfoPEKxnGL_l8%2qj?a{V)X|MTE~8~I^?5qw-?m~9T`O-h=fc4_Mt}83GY+m8Jydle zKTR z2M?z|>;>z4IClZWjgB2Du3RJdrPZfZ!$u{Stj|CutR=?Os7s5w6=6BFBJUDGA9~z;SK&18b zWr-u4byIBh8jLvSW6l%mezyoNxeJKuD&>Ku_*W{;Ef=c4KdD;Up92=FBA82oxiGEl zw4*pSA0*kW!PwM%_#XfO0RR6CS9drSZWLBYid3j*ufcdA{#C=R4;+-+ABj-RHX)HuE3@cM#A1-s72t zw2yJcts8UDXxiCUt&V`I_==&nEe>D)+ZW$m6oWx_i8k9>VvzNyfvz1DhsR6WLq&RG zQRb<0+jM6fF6vdOBn%{De>B;PQkjZ_yE`rlWDzhZR?uUscoHT>L>0(f3PO?bw_XMz zUN|@Z)qP}_IeK%(b%)3nNS^2juB&oD?vcKO@cuGd1YTvu^!j4~>x!DQYXoizo85Za zIu^S^M0->BN8-i@p5LqbPog84Ct@#}L&Pz=&r{+TAma7g?MK@!p><$$qG6Oe_Afl{ z3{`SNmW1qd&24`iAln))C`KZ8qG-#LGoi@!R#K_`$xh_;bl%nc=PIxUt_Ei}`anqB zzagvJJ|GjgbgtO^63BG3&HeWnLddbK{x@Nl@v?uM@WpI@H0hb(Py2QQ8~GOVa`?Q_ z*hsR5^7q$5%0!S00 zn@n}0z}BoqsF{xd!-C>H@_#a*djDwDJ!&>2eYH-MS;i-WSrnF87Fg)XJnUtWKw!-4 zM??StBy4I=l=db8hkKs?T38&I>TV8jlSl-A_q)*r)g(~D6Zdz@BoP8MKS^KT9}*8-6ys`NN*r8%wWp<<9tU2P zgGUXgHL`EZ8M*KKj4QS)lZ?-Hhaw1;1Y?zgCvWgovQ-j{j^(@a{fY&NGhy zhC&*I()v{JBl1ptFN_DmdzXqWT1g;d;3hu_N<##ZomRXhs(^dP|o_du5W*~JemQOMFn#H zQ+dEsxK2y*S`p;CJkotQR0OOhw$Q}uB1rNr94LBO1jX5Ynp%N{@KG{r?vr*t2&)~m z6#10{+0$n4_GxAV!9e@=(T+S28D-v2F)jvLfrY^+y#!oVS#uqXBE$PvjoXjhB|}WH z`kJw_5_qT5(CXq|1j7_(>zDfZQ24$5#Q~mNQ2p2Jrx{ZSo%Datx7;Jc4;!luvA@XB zqf6LNWS4@Uij+|BPco2qzZhD@D1phwTx&kX5}^2KJbiVf2s*rCHFO;c!0Ty@yv_X* zh$ji3c&|%^sq1NcycRU@yJM5avx5$UDNZyy5juoaD2Qc{XrOpk`SjlnH28Vv*<6Jv z6VKn1uWe~B=cb3cj^A`m&jm1s10zrNQHA5J0`xarGtLd>8)vebU35f zur=D22CO}!jO#xrkgF^yCofkD{+jEY<+qjqZ+OQH1sT}BV zWR20qOCUhxOT!IcDzs^fPw=0oLG6lvVh)?=&;dUhC0@}$|NWJVwB>yl+2PGmn<(&c z@5C6XmJIC9z(230OQ1Wpihb&25lqXM_S%dTf>5Vby&bs}a(naI9GCOUTDeW{=^Pb| zM?TN%gizt#i%`K-5(Vf57SpQBb;v*N@$jTx3GDt%E-_nG1hQeVu%uG}XFNq6{#?%k z;njEawf+=ASI>IGgT|$xb&wHn6jurY8Y$9?=B3ao-9#_1_-;>OOCu$wWxd47+|fA0#xrBA=l ziBt%20=KTGe#(bo%SfGY%!8Mo>X)<(a=_mreG`E@0|?0?#0$&(c1K={Y(-Ci_Nxy~ z-De}=qW6uqsJDsGC32du>JbrkuyMcmr%Y&kUA7s1WCB+$(K-9R$A)LJWs`gKu z54LJ#(NZ-7&_bhfa$}JLICii8+mqu9oz-=>$JTj6V8-#ncdI=?DV39;r)PVz zQotQYFO)2unG8X>zk*@0v>5c+DN1qmOu$L?n2X(EQ7C-2Bb}Gvh4Qt-rrH%A*fRH$ zjj>m-)JQKpGvOL889vg@FpNOjZL;c)mN+bSP#r+ERD5={rS#^*Gz=D)> z9Cv4_RmLEnrmLNANFvUkv%5;tPs8`dYE^RKM0D+ZsPg1Z2F@EFw)M@<#`JTme+cX% z;VR099sGi+sCl-9ZTc?-S5})XT3DuIRbYzrW-1XM3yEd7YGz=&|B8->HrY7xEbUoP za31b%(Qy8_rw|RVM!0I#WusyLHGi#}By4qT(WJ%@(eb|YNM#feHPgNI#oiN9a&UX1 zUuXtKUXqTxY>03X$|O4l`Gu~}691;*sju@|ZO%Z^h4`1}H)bJ2 z_T{VIo*XpTYhs{$w*Y4nPXsyb$;D^C8&BxIC1PEkN=D*T8qS#0OWqizV&&Ww_lDs# zJU;mCD`O22Gp~nV;P=QtId0RBGo8!+Gy|a=b5OJ%l z8Tr^cA*MnsEy7T%yE-a2$tbR>pZ+$m6wf`^wpO`ah$n*BsloemknwE(^-0YftiRK} z`nPHh{(O0IRabK^Dnudlt}DRdpGx)}HbrP6(YBJzO-7zR4TX2Mr8qV=wCY_L1<$l| z#a`{9;!N4tyuM{AcGCLf`9})zeyes`!ifT;{WY4tcdP(C*1sv3UCyi6d(dIc&0_rT zz%7ra5i+(ad{kIqq0_|E^>)hka+ zQ8p!hFT1uBi`hq9!xSm#cDO1aIE9L;`HLaCQgq~={qz&U82Dg`ca4?+3qSDZy;SWk zLrYu1pulk^{v}FJRxQx+*&(TSc1d*XJS$CJ9HFDA>hKPp90uBYgS1;E6RpXP$CFQ& z;o7%nuYA{GqrM%-RClG*F#W?*ouD=vZrJH^^=2#`fAhxAoHAlyusQ$r z)YVKBYpKn%m1UvM(=W-{E=)ZA>sCAQAq}6JRQ&Sip<&3c$4$C)D#moIE%T;PvAH#B z=86jq$N7Bz)Saf|<6Y+4PnI$;a&r4f?p-FH_tkf|Pi5i?`*k{DGIZp)`{&gbQ<10X zN1F0MDmMPjo$W8AVoJDkMS(pHt!F<5MF!LH8(U*jZYKj5w?3~CX<#CWS2AJr84Ib3 z;ZFuimha)(`|2*NWZ(}S zp6tq51|Gf@k>=0G!dF)HCbt(@n7?hjX=`*DetfjD{UDo(x+e7h8n4jt%{%jv2OJvS z_&%`kJ&1-Z;j0%o+H|y$O=5^dFz}PnrdW*(CZ>CuzF0$MVe^`a$X~nJcunfQw$bi# zbhm_=;O=s)ch$Ts@}>;0_eOu1Z)c&1yl%RcOc_Scm=F*CEkgs*6U}$7v9X?4L#Fal zIqp(dDBD}Z!M5KY_lKEO;^k*|hP2;S;pdmWkr| zs?iF(C(!%V|8WJz?P81mIa-Ad8y_EeC0UJhQr+H)%4#%l%KW*gUxQA%^1*LsYEVMg zQ_%ldEsh#9Rrma^!DBloCXXc4pwct7$FYZN5Y8)qd2C&SAJ30fJSnI_yTFedR%_Sd zmu>E14!yOwH%9o*7w@RH@bpKw5C4`{wTH*EB9GV~gLaG6W8YH3)^)z6VWz7a{ z??$Y+$JFp|Yd{M#%YHk(2F%>_Y4M>;13DAiCtVyH@KK(;nOJoLraTaF4La0_O*&l` zLr)qJ(?VQScQ>KHn}LPIoF+7A4Be14+=%)#0gD^*jmR7uZ6hx=pzIn##@=OARq|*U z)o#Ri|EFsy#f>;|#-=b{vGvoP3TJLtUaC4ggbWcF#me35jmcw zb6oTWJXGhN?@nmIBSYgFy5~Njya1%ji?;` z;zOK76W+^P5>8|{V3)eBGzPF$$RRWtSi-D&ms!6bViW~v^a z>%?rH|5J~#Iy}-+`VDv{L#z5&ego!CHXVMtRF9?^d@}NNb+|tG>poNEI&>KG(Nh_% z#nnyxR%a?|@$Q4G!U8X9u~WhzF?x9&1LY%XjF#)bzHuQXx(-)y6nUwa>#(myF1${- z7O&rAaUN{1LB-HFp^B7h)c@U5qnuogD%<(@#$Kz&jKNFY#*eBo|5WSqNvRqncCHFo zGOj_Ze`!UboquS{(pV)DH!vOxajNiI z5zeH~03 zzY*XX=f%PuLO=FZG_i2_GY_%ft_=5ew%s8u_a)Ct#=Ms(3(NE3tCbpPXz$$Z5*I|p zaZQtzfr?a2JR29P_nd-ZnuFai!AFNp(S&Z99Jp&jNVS%y^M*!)!b)F$k=XSQf{qQ ziZAX7igid*aMR&&;N?(I<3{H($4gW!`X_8IuCUC<iG8MJT>E+DX6;Q(l_Pw671#9mgr3^KpR)TV8`w}EN@z!_UBD5S`=Kl z{%(C9F1fAJe|#|?mEP_WeO{c8VqU65-j+g45)ic4x>v}`NcEQDdOl4=6JJe^4LuW6Uh}N;PEAFI-MI-TW+Yl&uxECk z2*!=?|9h-{!yk_hejm8l?}xj)9Y?78!Kk+<+)J+~0wbKOlO5FJamv8NUD-Mb>%aYH zDlC|eUeHCB6er@5fSED(wgmjUa3Jr^;b64hD$~4C+8g!Gd@^4-?S=>5m);zbbwMNf zc;Rc8z0kmT&w71TAJhs?C|b!Mh+&~plhwO|aJTT_KnOVkN86`=Y%YpID+`008gD$& zdJ}O=s;e{Tr)LYlk@Eo=V(sFz_jPCuR!kB$2!ukl`S6c9esEdcRlMi17x120f7T?& z1x5>RK5_qK3Y|Xo`msXB7!mE#!?5H7v&ZWlvJMA89h=DeN;(?0IZ{R!pTq!#w?(|E zI|drWY`?cJMMLuub=4Yr1T1V?UlV*b07TA?PDI`I25VWbVOKvpXx8cfeJ;rk`XA@@ zC|(Q!HA@es7by-rLMQI+Kb!!2-|GE$???j7X%1;9`^3YnZir92NDP!nNF@}vML@G+ zkB#ia^8ZSU)t^WHrbc2#75nbJ#x z%C`L<`SjDEwoLH&&ZcBICF8}DW|;u?6&viVWMZID&?&L1FC4np?r%Bf9smQKp*^g< zA<$2^j16#02L2hfI}x`@VCs09qJ1a}9x|otRCi~=OeFC0ENspoH<;!?>J{_8 z+auX9lQlkF&7BQy?)=T7%YLQ*s83PzNU-nasA=mB0)%*cN&3>90=%L|NhW;B(6(?! zpmsU~F8ki~-)WZvjSu4XOxowbX%pwij~sHK=gB3xcbl`}yVO3X&Tkpe8>G3O&_e{h zPAB9OV(9Fsxb%SI{ zG=#)mwdnqp3buSp-I70vAbl_L{9ktxh<|R^4){$3?WW7ss!arN$=-FdYAOvPJ_J8c zjY|fJ_)cZ3)A7*pD)@x=uW0yDDiH2P35N@_QY``fF(9@9+i5@3;E&yyd1N~Qo)IMv zDs~V+t;6Tu@IwOluHDz+zAFs~+s+Tqu#%y0%i`7{|9BX-4m!EPBpSMPOSp~mL*ScV z{UIZ22w3Em`(AQPfZDg`Gl%?AVZqp8TKPsQkc2Ep;zCnFhDBw6lSu-X%J|{8qOoAq zJni(sI~okLZhYw135M2xAG$q``h$f{OV+y+{vd3^{F&1q2l+0+do4C4Lq~nK`03Bd zFuZ3hn^lqu8$U3*mR!J9~U=(<0c`6~jFjEDC87K(t%lgBcJ z29iKywr7gdK!6_$U0U1vh;T27^jz!)2@(eTlyuvP5H48M*(gf@32oaDOOJF2`EZGP zo|p=zH{7z=_5{d_|99xRZZ;S^Kc3({nGdHVZ8B2D3*nZbE-7805bBTpj<30!52i78 z|IP;G!E}4lI^}QKpxVy$Y2TSF&`PxXN=V5CMYVHQ+vUixe%l1|oI)wsuYDb@990TE zGX-U=vlIy75)pRzL^&eNmu-rD9SCErS6o_x3B_@MJ-J;aQbn8Vl}nzXEGF z7JN{Vuin+pfOQUEeg);xVa-(3`bZWHVs1S7UJO(yV{QK%;7|$=2s_)lODG`gU&nVh zkqOspzt|_KvBBiFXx*w$<)D;ua<+bv11jDn-TRz4aA|?ZQd6QF((nH338R#OYj)Ax z7A6a}$LDhDs+hoR64g?VV8FFhW4D|?Wx&42)u57G0ajyPIua3;5cO=0Wbv;`ShzAH zSJzSr##3TJlbb34mIlM0jg`ZMNA%av{%rU-cI%9rKpBMObv)EyF`+xDI&H-YHau#a zT61Y@1zb5bd6Fk%*-o;qS|+Iyx)@#Jf}1LV`|}XD9E}6T(Jm9}f7mdsVDwtwrVPdf z6<_$Ov7l|(jx&_bfLO_+!Ac`^nD;z#^RN&btb8kEPF8WiYAujY?5Kc43X=XQ^a^k` z`g!()HV1C!Mf)lc*zn-=j`u~*Ww4+0sb$YSCTywP&~h=C0mJ)jhZnu+5P6O|DIL!Q z-C+5TS7XZ|`k6LGgk1rjzo5kaWh_`XypCtO0y?+y%nvtmz^uzOyu+j%t|>K(7TK`j zY|LCu@(mUYzCQnF(3}aOU*>-rq%c9xW9`CG!E!L$+1g$9lLKATb04Gca$sgtEmz7f z4r~*@LLKMj0I~9R8qWnb^mDIz>)OJCA&Ey|Uk(ao#$TVFD~C-zhp5ymY}m6cE4d=941oWR-gqe!_IHuSRJa*nI$|s> zMx((_jg#Y>CzvqyBGTkZARFT3Y1U&0*$_bx^-u&h+&$#yPfad^Gb(mfRv(z~B`+|& zTYv#CyR^^5PSfDX2M5hh`)E*6p+A4Ck_Pu&(K=PGzt@P1G+tjtM&Ae#aWC=%9W|c>d}j6=MD!9^;9mz{|iT_o7h-5T|w$!m7(4 zuD!Uzf36H1HRKMu-z)=W;?YH$OctDzt6P7dl>x$=xAYCn(cnSBK%&@oDtzEF^x(HI z1qIx^&+SMtto?TVlbbIUcG-rU?uetq<_Y_yD*+4`4g7lSVh97aHIKH+@-tuyIZWzO z01ZMN{fA55QQ#QI(b`qI6xPip>0}m`K-j6X zGA@N>f~@!{u_qgIfi#=vm^o4e>wbp|uh1`ni$bNngxAF|!~1FccR~>iF0K~l<<19x z`*oZC%x6RM+DA%7p&4Luba-+&Is;NNPiOes=7OHwNPE(n0$=}pT# z$ea+i?;z*E!nExz5w%R%HKKlNc3CfVyPmqqzE6Y>aeAfnC;`09bWO1?3%If$n%{0& zo@*|@4@ldW4QtAx9li=?Lg^gKG2sab6f!?&?>9*X)2t&ko_z7Z8$h6KlZ=F@zph&9 zmCl(M4l-Ynj~@N;LYYcO7_N?|Io4>IPi1 zIJT~NGe*SU9)GgR2@Ug4N}3cZkupL^K3PS` z9@%^I?qTnua+(w>l~F07C>2Q*Lf`x6{oUu@``qW;bMAB2MIUx}$?puG`HMAo9P>lK z8&=pB?_dP4eSN1VCK_96<6n9nOu&E$U-CY+MBGz9;QpjL49E8`7VIkX$6VVjXPSM3 z@HvX#Rz)WSCe8|T&X`4@Wa6mQs8S4ipCsPiE187l3R@b<@)XRiy8cM5G99vAd8(fA zS@@olDLcC}6Dt4WUY5>DfvuP7=?b|-JhqK7K{J2%sHb8!`)22G zZ#oiQG@o`I&Vs$q+m}@@b3h!`pIp9?hhIvkXTky~;OiB2(AboV?Nt8ieNh=Gj#|D) zX(|oty9>uN>v`+NMYLtd)8M+tKk>4DCd76Zo^_1R#wqI;8=#(t)tQ6U=Py#w_#q_o z$!RJUt%|;3Wk$t?()TxfFXut#?f2Qc{W+jKxSw_4N)BEsUug4xngfAL=|MyD@}Y24 z^LV}+1#`|OGG5=J!qOn%SZGDwGmgJkU4xirWuV^}E=DvX~U z_w~`HLTumqca<4b*hN%Ho)4$t&7-l@6CQNbMH;c+Z)G6!TX5>K?+ny!S12hLVnJy2 z(JB=d6F>fZ88w@rBb&=FYN1ZYa~88ae+M0h-O>fv=jfQXu1s+GPdYpfWGp!Ho&nd! zG~eMrOq|Iz?_FETf`HF~-0>VXPAC4>Pn~2#+gog*-6#{rlLzj#wlSdI7k_H-6$9sg zZZh|1wV(F5E5Lay|{n{dEY?sG0jFMzSPTTuO?P4~j z<7ED@r`cFM;r(^AhJ#)ksdGyCT-a^pySx2V0aW-6wzMxS#1{Jp544{YV&S(z*Mk4J zus_btYbO}* z@%>RfE`1yrN2pCrWOH$?_ai$}z5w(dO-j5I8+wW4n(tjE{@lI2aLk$sbCCrvYE_uH z$-gp8q@IcOjotrA`?4TYDq(!tj*a(f>-K0Aa&Snx18@P*8fCvH2_-r-@ zuL3;8R(P2>$i`}ilAIOI9F(7a6?LVD ziwf7dGJQOJW;{lg9}y`6tBzG?x}ykNDEx(MuW{k8U+cf^EgM;e6;{CoY&bvulituBIVq>j$6bB+JRWd4; zaPj22u>0y~Ts$=S(Xb?<0LBiH_8^6Lf9{d1h;AXK-wT=MM)K;AQTDa}BMTKCiSEzL zSa|b0QC_2&iDdyhzn7S^!111mj9tct$!5J&H+~M7^xv2BZgVi2*ekrWjf;2T&hh39 z-aAR2?bcezL~4zb!Mh#?E|0-PCiXE^gdXzpUg+`sAV04T^+zsR3D2<6cB;gt`7HyDO=cwyxinPAtT(?d zMnhV&Ty@=i8Y+sM-w!m=@b&lJ8O2&U4EsO7{oc+%_S5r{{P&rdf4D|pZ$2B3l@ewx z$Jr1VzTLCMl!M8AX?#x%7@$2}xFzT<6&cfwAHr5qp)-8xKe5{sxX3k%3Q1E@d%r3@ zOPq$b_aVQATWFBfRE!RYrbGX)o$72S1G#xu!eeAups9|W8&77!Z{y;r@eCS5-B&D- zT~39GcBYE_GAfouKT;oFLPcXsZ0jMOE*W`Wc#A=os$AC@um2t|i{j zor_S}&Mz)>s}Q$@Yl~Oa7b4JIEvDYH2!N%+KC^zGHtGV)DhW zFfGdQ>uX=wy5Vx1IM5T+s9b@jt8UJlQHGW0FNR3Xl;UG*w%~GJ{0DuNUN^%sJgFP} z+4Q{(r=k^hJiT6y!-K-&>lG?6O%?8w@2Ws_vV0xGrxKbE-wmuZufou3+tFL>N=(bd z-2dELfg4&jEvTr#@5!YON8eT;)#^h`QD+70PMm&Yt6PaZ?TV`m>nrhIea)H%`6_(V z7A#y8UxjwLxkAg=SEGZfaDg;d!!mb8b#YS_6vw(gL^oIR`iFo&u~C&!c=>_-brPZ|D2v zPz|RZB{60HYVb#{I~1B+jX4{gBr{)C<7<5Vk4KU2t;ovM@@!`=_9{#1jP9CCwG*? z?tH|g)cy**8Wl-PjH|%Pvhb}X85PLLSy?|bUIuRw?e!uirLZd}*`Fs$uz0XqT;8_? zQrC`5U$rQKMcQ+lm5n9nR`;s7r(KGbDMm9B{iQf_;8$7ox-yL3`ei5SREDHGt69f} zis8B|uYcUE5c{Jh9n*~qV18WeX(R7{7IxUackvD`z6&3dE$`ss=J}0st-A~0nfEli zXtDsbgqOk70fo?Z2rT`xxd^_EwYR0UxG2~(b4czH3k6@tZL?Oh5VX%ORw63VAx&v39v+kZ3=&EU z%hqS7SUA%>>;ISczoqW18#9z+fK$&WvdV%Ay)bWu6*&}q_%8g0TAL4F*U7nlgaZA@ zH5-TcsrbFiv+lbs6|J%tnoBm&aAe16A(y>$xbTnB^XD)y_AI>K*p>lX?_cKbb9sF; zfAR6J-MM)Gx%m4~T@C^})E+9{%E7eB@*nSc&OlL0zH3reWiE31Q zP2OVkSC)p{8`p}fKGCo_L)Sq2K|TySJR!3+5?>RV^`&xZnM<-KE}3#gFMkU6g4nFGZwDw@k{ z(;zcu{q*>Y6g(MS^m0{kGBl**=x?v2U|P9O$Y4(@1V8?Iq&1n23(jr_nCmmqvrbV; zqc97Wuh{#Hw&%d%XN=!)N)G-LAb|tC_=c|Aw0(aPa3wi<#ZY1bI!=lx>267Y@q;(k zzkVek_{!isj38X>qT;7YaCuz`V8B|RiOUKC*a*WTPGhy8|X+FM{=gUso zhQ9ig2+xi#ZIi_7_>;)_CdrLJQE;&(?GmF19CUx|%`)=Ez!e>S`3W!B^@gi0NWFw@ z0{Ok4ZQbC`Y%&V5cSosor?Zc?4_MY&A>kJT;5OrX?xSM}vdmMD-BAg{A;!*1sRVaS zoRU}i7j}}^vhsGfPMjy1);A`c!dNKhv)HK z>B_<6Q}BNkW~Kf_M#A6J=7tAxtJ`Q$s^(1GE*e@a_b?@V@3hr3bjIojuDY3UGOVF; z*U)U6-bIoiO4_~+1`~?`1GD++;ly{tDf#;mQA9>tI;i++6uItinmMW+Mr`eR_AV+7 zCc|lVf&sY!Im&V4qMR*?oj@>BZe>GA7u|&L4{>^#-RM#X5nsjWaEepNb`YGZrdNV^Ji48qUbQ6Gp6GUV2j#6GU$7JX4QB7)gI_ zBWT2nACUC7+p#Q(P|iw7vqzH%@qgB%H8A5g~QFCgVlR$PYTJcqHV-mTS6w~s`BbluIW|^5hKbhE_4qJ17 zX##niyG#9xdlXq*bg^eeLolhI^Ql;W#D|1F?@4&E(Sf{{I^kz{<_a^@#OKsGOu>!7(zKDn%22Kf*6H5G7gRglY+C(2-Wl@ zN6Ndo_QRJ*p57f>?_FMman$1Bc+hnct0Z^(%wQsU=UBd^Un!X^9dTbjZ&NZE)7#BX zbxS0yxM(dKw|Mg9Y)fIA(RFf)S+t|^T{x-x@YFH0CWt(=+dM41GK#b-)<;Hgl1T@{ z(XTHkjZh_$l2YeokW+I{oVd9wgWODiu(dBLog6uTfK5VDN$Qu>5Zb3?61RU)_=sI1 z@q2eJJmq#039NLganH#j6mt&cTXa6LXl(iMA&^2USG-N!G>=N|M=rYR`i(*!>NI;U z{F6uAC(0eY-E+xFy}ZTI;@PA%t|U0LD~t5G?2;8fkx9JviebovLiYQFI*-4klgfX$ z?wtL=ASEEXum5Bc(e+VUD_ohx{nK~(pOp-vx&5!JQ6!yENAkJd->BrL=0X)M4JzqA zQ^L$$Od%b&U)MK>(umg3&}Shl7MVPHK~&^2{w6BwChe_Ad~2Z7ZXad`Ww4i&GR5r>mCr_e&l*x%O1UMsYehZz4P?OIXD3a?bZ0 zUlv)_yhDH67B)Hcbb-sGW+t(iNbrrl$RI86#V$pM(aET2QT+CwR3bc;S9a5iLJH## z>aL>DNJO+p=|n1%}8smRdvSVGwWkwH$Y`XvRW9%0id0nI_RQ-WT5|iC8 z6eO~UT8n~4X)=pkoRV9)q>xE`iq?8Zy`>ZX<6+O};xzJf$G!7!Y^h|oN6m%MV|iry z#_OP_o%zIL>Tb*_)ygFS{d`)8f`fw=8=NWO2u&{IYi~FMRuQBHhC;Q>l@0= zB0}T-&7UIENp3>dc3+Paa<9&DbnZExF05I+i`f)Sev8;|cWwzK$|s!@B*No~)6DCT zUGI{Kw2ka=Xmb)7-+WkAv^Is@*`ppExjmUEGc^A5UlLD7_e(m@&5tCu%axOYHwKfh z0RTuqx4&yxi-bMN0lUuY+Q%(P%7}jS zdF85hu`!Ye4szvb9U&xCtg-4|f-hNE{%fE@Llm5EXl6&B98N?<#u&nCKf)XtLDD+CM!~+wTegG$QXC|>2C(+WZRN;hHHM?V4KF) z%bQv}@iSCjT1VIy|6Y6=QP>^?59|9YJwJKjcIv{Su&T3AxUkWm;^lzj+P74EZQKxT zuJf(0{t9vyZEB_{1fylb;z>|c6r4Fv|5Yzaz?{eIk(&955D%#8RAt0rtJJ}r z#o)CdB?eLBcqc$5Grp#MPAu$0rXr~S zMdRHT_C2%N7^K)AR_PT_K)s>D0i8!lI7SVP%3GR>sfOn*pKa5jyl$R!S!XJy4dXLe zP6_ZDDB&+U8I8s==8D@U(OB?9=+FD^7(6_?^@QQZMDRW79P-OgLB?G#rPYVi(d1rw zzRM&FzOCzIcKl0+2H!r%!qFro48G8|JC%rzzN`1eixOe$pKQPEK@wKQ48Q(qlZqRf zD>gBZfu`+RpNeX-F}2XO=fV+0f9$ zXRNlyoeF`aUN2NEv+>_*4LtS8gbdSi({lGrJdND?so+H>`d)Fv!mG0p>OgNxH_L-a z@+*0BUkYlM7hhBTO~ry%78iHL+40=mwNDB;I>?*;V_oz>BSI3Z8mMYLGS<^)qZ8fy)OhcX$cACo&aH;9R~w-^!~gEXAb zYYX-ir9$!R-KwIURK(dC+YD@@V!>_cHw8mfIIc^bGj}H)@;`?RJ{B@?&T8uU_*xd0 z?_;-pJjccYMyvmuRUCYHf?E-<7zhoz6Kb%Djx6p_C$ou$;UA~Znq|@OdiL3}jE!{I z7Nmmyf;rT?) z?N!vOY!;5z#&QbhGccnGqvvyIi2I^6Fy|G|Kgq@z-`q>ZK;mTW{+CpwiVAig2e00X zbYm%R>5$XcudI2*fQ)t=-|KEBex#X8c1Y9l->vqla!KC07@@64!YJ4mqP{KbBn9S^ zHbSjt6nvD+a5IpiLLp{>ajXLkyGH+X_sh~zk-O-Cr5qg%g6YvaPV@YuK$dBARW9yT z?x;Ul$@719H-u`-bK$yYy2MH~A2&M%oE$$>(72ZCdu1*Sw;fH_7O$nl`-)hx122!k z!mQfe*C-gby??R2JP)=V<@Rr8@*uZI|KIS-nT~0tfoB*4DPoOnhki{7+Yh0qKW9aYGO2cvy4&!+$h7 zsO0aJ>%$BrFZv~**2=_sr}D-^J~nmhPFfgqWuXm6lyE zf`%VOv*{fd4`+n5%Mv;0F3E~)f5QPcXEx9J5Ep%$To!$PPynr$syb`Li?C)>CZ3%v zM)>#!85*MmBTG}YlqO5D@5{~=D$Zr_v{(>b7g_?BPm7(?z7(M;HE~)$x)@bixr`_8 zi(yn}dSh*W2{I-e6h|zaO$Ezke#n&FU*px5ZRI@_1X& z&FBjBby|%~EGP%NUcstlLm3#xYmZ*~S&E*bOed4kQY`Cif3$0?6b~H#aKhxv(D1eJ zxT9$qP7109cL$c?6Swb2&6_fK{cP`bJy4E}mtqT_iI=0>^i^BThElL5nJIDs#qbkf zsJ^1B2rKn>2Ta%$p=FWFs|(IWC@H_Qt#+&kNk8nBV@!%M(4g>Ods#6QGDLjE?Momd zZQ1FxvJ@=~`uLVTDMrAuqQ6WO!1BCYL!c8EmOjjbiyv}uyfkm+yUQGme06Q8>*ip3 zJlaB#!o{v19Rt_Z3lN-nHu9%$0fKgd5;9T%!Slh2DY}Ko|5R~aj=@1d|B;#dzD%sJ zVjtDIz`){WRZ;I=9?zyl+~s(D+jTl7xhHKh-3WKg+;>PRx-i4-qRVAiK=sQcE_(~K*IWA#;e`Qh_l+dBx-L04hiJtZrT!$cNO$|(XV4Mx-{GO zcWew8?y=boit#X-p8w2wFabV_CJQeGB_hP_j(s!|F*`kGp0Y9)d9MEb9u2{`q}-nr zs~m`zqI!kq5?8_Z^{-@PrWg1WHosl<=`t+qzl)!K9DrxeMi;ARg3#_*d8zbx81(0A z3wQPTVM5+hN@$KHtapT;iY%5Rx*rymDz6}@(iC@I*SH?T84JTbfD! z2LJ&7{|uLRAQWyG$Ayqes6;5FvPVf)JtU#b2o17AWy?sicg8t)=bUry+;L`mMa|QgeAuEe>1F*fmtHXB!kSs-uPsHW`-9q8{`h#TnEA{(;seU2k)@u@5pHN}gL_q#!Hx*Fr zLQ#$`1(YppIvY#!p+vo^Zk#~?z0ya}MgA)7t&?_!uCX`NOrMkqx{mf9!5(mc!1hR}D=f zTsY;+>%M`H3wwl1vL?*Rp^)gfkStyXO-7|(+x^&(mSh>}A6W_l+5wks3Yg%s<-3i= z2_|^WX--xRa6mtMwilLhp}UH8L5i0P_UB`V)Ryd34v9Q(>nVdu#rCj^!yK3^*!%Ub z5gYXXZFc2&v%o;~p3H;243J=nyVv)XK!RMAf*yqp9u@ylR4h5LTyy+#x*`YOEBN?S1C-hBAPi*m~i#JS)ap95gd+Qk+x?i4JKpcD^GS%KtN_ba_<5Kq8Ibh ziCzq-zM2~Fg~EcbGAgZOcUX`lKP^8)UpjwkmRC2A0jUS)#4Wn%u;_3l(uJ=Gl+Vbk zuh~ll?SAC|zr$p(dSo_p_emZstH1ZUgF}XV&*+1}BpQI{z1P_mG`LdySWw=E25uvM zmHj}2ja4XpUaJ7ekD}gKCXwK~(B;MPokWmq^ZMW>kORF2MbFJ9Qs8g)PLCn4BxsYd zRJn2^8}b&Kgp`%@ApC6k@hy1-;CShgqNQ^|mTDnNSeFeawH-2Ic+)^|W}Bh9Ry_1R zoLEl?I|qI%EA9xJdO+{{$s>ja5n$?EevY>@5pHifrmh;72o=x6PVP5Jgo3d)p@8&g z(CQ3(@>)9(w4AjLn!xkGq7(W*#%?U8fj018-^gK((Avy z$PR`zG_TKYIRwMI_#76SjFI56rdBxF54%@H?6^A{iH)wkbiNGY(!w(ACJb5xmQ>-su4Iix^j~dEfVEUMPINhzlbiIFLxBUB_VH+ zknDw#G_?AA|EBp!CYnz4{j3)!;K>nJRsA|5CLYO+4eiUs^sBo?H4Ku_F|189cUKZ_ zn-6jxsZ7A(&uTnj^~p%=X;re>oq?;~jEzJ#WuwH7U6IX_dAKj5{T5M-ga^I0vqx5w zP-a(pXJlbEUOx0}G5&D|s>MCCsN%~&y;&Ve%eYJwal5d+cRmNTOh27cJC=ubirtHz zKl3rP$>-Ev(*k4&ZV%UOrs6=I`I~p%L`*(KIh=nn7cJD)Eep@)BH>WbD{)~0s&wtX z-ltE*_jcM*$zCL!X`uhU%`U*t>BGKLgETx5;Hr0`p%^EH=R)R!O3-e7sGD~gGMZ&(+S z#l=MPVzZak73lYk;B;J|3cYW2Zn&mgg&p3iCh4VI0X8R zgQW9st*FLwLp=$_Yt?9Rx~G4GUJcf8F7i(=RH348Q_4!E3KUl>c6e*bMM=ep`}tnw zND+`&BXX=9_1u;LRFg9WK&y9%zw}oE4xWz;TQc8);CKh^*4>gj;i_r7JbY;611$BAnR18~5DDY}e z8sAd>@4Im5sZn1(#%Sr^p7tT3NJqA??l%(hwv1VSSEFF&+zOV=v zj->gM8|BiGIlcLl8_y-QNwNA8w<{Z0o{B;R%_*_EC3`V}YW3-WCXM?N46AyB{aN=_TZlQ86&9O_XT1tjA++xPvIU+LXt(~WWBW7#UiXEBo~XD0pPU}%QEbAOINI8iYdI(Z+kxXD=%OW(cOe0>J^Tlbi}2}uRDwj)QrcrVSR*H7{lCR1Q6Gs#(U zoB)cyKZLNali^vR)U5ix0!UA&y-En6!tGwZ_8Jc=$c>d>cq~%@s!C53ZikX#EONl4 zR)`G!X_rbFUP~OOw#!fc8v(o~Qf>?RxQBI!60=3Ec0D1V8mBfN*90TgFxrESnc=S$&2KuT!3P{0k;Sdv3~p2?G+W z*lX{1UW*8f2fyZd;&S1);Z)b=&`S_t6#l2{bQ%OYXxYUqsm7r1jgR5EFmvNqsMRGB zl&$HJxsy!>#ER|oP6{;2#J<{nv;es8E*_{qLV+DlAH6!IN$@0iUvtiud}xa2rupa) zLF4hjP_=s=1PdBnoy#bIn)pstSV4zpcS1#XnbJX^d4I|38$}=&G#ejrkp^AfdSP#v zOZ*xTO|DEVfYHc0qvtP{c)f`{bb_4^F4t?Q7wrl`g?(c5qfZGG?$NWc@nyoevN$9S~&Ibrh-d(`A78Eaoc?OsPub;FD@I@nt2i)d0&E!V`qNcO(TKC zNm}b*R==C&_pnUU0UPD+OxSM5E{P~y( z@23myJnv41FZ;f{`EC*p4=wmiELTUu!FZFpV#jo-S@@_T)SLyLr0*i7>>P-&sVMVm z%7myv&*F|@3nDqTr68Oi|j^0)|4{aq3my;)aLF;6D)Q+M<$b7L?_yC_XnmkK5 zc9u67B9EP37J4@VdQK%tziSy1mvR zDEg&&U8z(gKKYmav%fS7?#WTl!vQXo7z!izt1e~E}Jc`}W@@#g2_?EMqEy@yEX zygKuziZKaIH*FsmZ6RaShsQ7Y8mYKmKZ&u*x(H9MIxt^r%)o6Ow5eHL2Cm&W@^PC@ zA^N1O62YbisOlIg*b+VNIM?k<8{6W>lK~J+UFR^{8RVv=G0~5apjv6NhF4?E>KK`pxh>6*n{bGJp%-8)eaC>_p28IpL*Z38oOO0Td z_;LpBIa2pW*_MeK67GG*t5|rzH$HdaAqx$p9E=k`&~Z;0MaP?o*&b_bkDp z$8O{YTUpq@mNZO~W#H?an}70m(lDJwZHYZd!-|uGyEZr#;qr@{Wc4-GiDc&o^*#4YyQ+W?*@Et*F}E z!^ZwIO3z*FO7Vb2;8g823lkqnMQj*lAtO92-e8u6RUcNo3mjmh+Z&->sj+3~fAg~E zgU{v2ANcM=AGrc4uN+pIx>exfkvseMo+`)oSWzvh(K4L>yMM@Hqzs8g1iv(qa@=I} zL@Ot&9E}d#8k$(e#q<;f%JAAH{xwby6~E8LZe?f6_YWKl-81qoth*E?7T>W#eM&L; zZ>jjv*iz(tANAgGw-oo~H8ka4XJf~p(bxUz9IWRUsC(6LkfK_pmAT{}<3kEpnx>g3 zw7E(4rD6#Zt`^cKmUyiuVN?4imtr)wdA40*DSv`>7#rL&OR!(#{=uA%6&3OQz!0<0HPb zEi~l$ueUCAsXo$mp2b@}pyO31ixx+IIvNSTtI+4ApcQpsQ|q~WjPjvAwVNcOoqzdM zU>*_o-7vmhcZ-OQ|ESgr5&2kbLPH&PKDwVu^c&0|BPbb^JU zDeF}9x$R5SRZYgWN)6K^B1?U1e0={nW*{#!K=Cj)8{NpubMyEK=r%{3Hjf~n6V>SjAwXkT2s+RRmt1`e*ZMYY0*nU)|6A7lL~7)-_)?Mxc;jt}5@ji%1tH z4S8LQ#aGnRy%VGa9FY8v(-anfR6+MyO-DDlB6ocJT8KaJ&Ij=Kd4)m5GAWUcHIeY$ z$>L|=x*%91XsSCD=mXuUH-!zmt-y}|Q-Y1677C>r+Y~pNVeEAK?dZ)>@bw6ju&_TB z?%B+VRg;#~{jqHK`b>}!&<#_irbE5F{*@IQ(qP-J=N%b;k|6(2U#!pWWcYP>hiA{h z1Ta{3jQBwz7Y1mbY~!dTnA$)QeVs~%g;pgiktO~r)Uh+O%Ot~l)k|fLHu(^-)@b|Y z%sklt{ddQh9sw3j_seM3{zCLYphI8K8jrz4D~0t0ahfb1EP@hX`+;TF72l;+>Hy4`0)mA|P3n zJS_UgfTE}|)zwZ+Nc#MzMR7?Blyj6z+)6-T!Rw)zPBB>YUrR61q(Qirbq@DD71(gO z;`#&`f^LQTWyDiK$w8p8?P@V-eAgQspfJEq{QD&bIs=X^e_XBAUJQ&8m0WYRBAB|U zu|QF!LT*iS@PsBA{1%E-IU@PcczpXu;%_n-jjrAsRZIuRpSlm5ni(KUOgBl{&j|f}G8N>|)+AfukglTTW%bWE;PE=8j_E?2pQl+ff9x zJ}G(ECB7+?UOzOP!G@n))1gwbNZJuv*#c-yhF_nB;BS6C~;2udy{!F8!kGES(ltl0p3O zRy_wf8c3cVdzf*E1{yrVb^FF?(0b=!hJjQea1YmcJeQ}yzX7-IIAJ2VQwRn+joDEC zJxW9JAVv+Qyv?#hb$Y zH*U+vqF&>@TIbFXY~$-4U#V=0#&rS;bnku8mTmvZNZA(Ri`6%UEv*E0t|>pZUvkH0 zozC9x4MC_?FDI|$6N#UPzS@7<6^~ioItS}@lCbS?#_AZSbJ!-KCbENfKMZS&Z0dG8 z0d|9(exsJ&&=ze`oVddSc>deE*}h&KBfm0DRnYJQouUOzis(|j;OZ>U)-1#E) zbWEOGWS^ByM#WP__TImfvBS_~-rCL_#Za``B9}0zUK*_E$fhi+)Vj--@6-R0?31Y`4irq3I`g z0*c7kO#HGTlto3wJZ?~M84WvzH2Wv)={W49{Pxl;4XIuyPW&mPAl>$9tLl$@k5f7iw&$VT3YF0pUPN?>#@!C9^U=T9j8t`&ggn#l;;eS%qOm}! z)x()|d|0KISf`tciXr(sud65Hy#9mtUAD4-0qcN=Ci0NY|)CA;`33#yk#iL!Ke|&2~-N$Rq9Jyjg!c4xbHwa75d2 zDb51VQqTC{@bCENW&>wXRP=7%{+vi8oN!~b*-|H^UWce?t+U-{4thA-kECD-kCK}!;(OWyoKkWGg`Kg$<+6X|eR zce!wXPb!>fzZ`kkF$wNAMUvJ%iU;>wlVyeh=fVHA^`n}^Ab5ErL1E*wWS9uf(qh&LRV$O)sl}{o%b`qZ_}-6wRg#ItgD%~)+h-a#Uq@T zzm0=psoY<~3g@9>aeAG>$5g0hKA9qJIq> zIKDa{K6@1hiu;ZTS%$IU-Rd{Kqxz-L!~MnS-^YSkQtpq)T`c%@?d2LqKp8OTj}i}E z=7Po1SZx*g3fNU|&DA?z0l9(lSKd`~;Y*bl&wHD4_!PT(?RDQWFnwB~>>=i(bkt4d*LP_ESIZ5ia)SfZ_HC45y{#yfGS5>&S+NVZs2LT-PF$?oC`;CP=~ z`=)^lOg^atmYb2?_`7Q;;#kv5DWG^-&65;69*F5QGo{5T;SIy zUD=q$1(8-#ZhRgWb{t(FD&finvAb*Ej6EuY(2a(BAM$dbuTrafa5Ebg#QbXq^H@Oc z=9BjnV8Y-XMh%6(6eQ2B^?#~R2A1ni8SD%whxg87Y{lks5IA7pZ!O7%y*k?L`vv9D zQCicNbEzDLB7~EU%alR4X79#BOa9cbu)74i*dV`6q{Dgz7nDz?iHiwTf?4=hh2oDD z;IM&o?#t694ax1eNU4C|qu!V0R&&8~-{kxS&2ljFTbUtys0>7#_dV09T#BQ)9cTAz zE(l70iugvV1}(dy(mjziz*FPE*H%*lMtf_dzKm5vw)m^4Z@yJfCdbw5JW~M#_#EpV z$OZYggxO_HW$>f5P+(I$2N*abK&h_)D~pn0oom%l@TcY0-qvb3@j{2+CaoI!UAhDo zrK{kvxq1o7qyl2!Hib%DEQbd550x%X99T!yRFhi4hUCX)*4s|8!2I+ovr)}5&@x}u zC(*_Q8#kk~e$o|ialz(BM`#7?e!aZI(1r^m_lQ^SzAS^-Dml-i<{a4RGL~}qQ7MT2 z&26|6!33}K&vJ>rOla^XpF7&gf$+C`&JQ^*`J3x>phAiZ)_u|MzlU>S^AD@p9`|zS zUiI{V*)0xaPbLPR$tZ=Djmi?PpI8vPk~iOZH50@xJ6sQ~W5C9)w|QIC*&vkhqHAn_ z84#*^WP0+~O0yL==m&~?1xh=$v~N37Fc(M1P@*<7TPNl!A^Vf!M^@%_|L6I>$+_^Xv0mzhmKL`>8F(Hg zUFy6S1OEd60RR6Kmw7x@Ul+zzDjG}`DxnaSDM=z8GNv?Yph9LzC^KcukRh36p6Bb{ z>$)QjDnCV{R3cMJG)R*q)qCH+*5{nF_g-i3wbowW$04Jz|J!jdWWM0fDh<8>o)b+X zD}7A~A=h^Qv5||!sO!Y4{J%y-N9o>g%c`!x-~H5EgO~m|_xtLj%pXDUT)H!RX2Kr@ z<6B(KbiL3bBqN}>&mN(Hyh{5erE&D}&RYU|&k=kg`@CXR+zFwShG#a)7m1_pkHhC; zJfQew!t_V_HAs&eSDlv%L6-}0WRFA`n1^@2$jQ2f@dS~Nr5}7CF0+&O*fm!OHT|u7 zkz@h#)p=X~`zHw(QMsALovuX1_2DsnU1wZ!dQyAD#UG86nUDEC`hk3INoQ=sRm|Mp zxje$s1w1Zu1CM=qq1x=H8>{Y2j2a~urICGzB*D(_wr9f#9-fbXOJoCy(4)`P_Xyh( zJh8O_pFSNSLa!ccoHRT_=v~qdc_yq+j7q$ez8rF#5HhQ57h_Q=7dBq5Nh_ z7VA3UqBr$)t$P$PXZ6QrJu8f`HL(ly6Llk6crm9!>ocfNVwbI^^j z?c#0Pa?hXezw00~zbJwjO>>g`XAn&Y>BloJyTucYtv<6V&y$D>h7zWEW54gciXi-*;-j3~LJ3>F@Egy|TnHZd7hNZ8%m^O;sK3rj z1QBXDv*XO4{ovW~UJl>2xaas^XKAkv!BbUx-$?ru5o%Jl?^Bl*(Q@aG=9OwkB2;~C zN!e;AXjV0D)ZzrA&!?*V--}S>I1qG+_;B=pdD&;H7Kt<8Jr>XH3kToqKP`)5Zrruq zUT+f%L5F?M{1WA0==n}W+8*)6XjmM7?^HAd{2Pv}=edoKNA)jVex8g(n%F%xo>cf! z1}%mpQqin_OE)Ph1>@&-zASlp8%_z?Nd}WiQ1AFIenI9IlF}`5EH))ToW1ULp$!Nbv6#Tr<`v4o`Ze**LC^&a&bs?iHf~uF6I}!6-vjmakB9f%ogq- zwKAR}5PS!kf1U|21~QR&_3)Q7L@qc#HF`drEkp@P{K>7bBB-7|+j(ZJ2zrt2S%Skw zco-FQ*2=dCANE!m3FsAJ5XWA=(J2I}N3vi0aRCJTG+$I(6k);ErFp-8Df}K4$16FN zVX5)ffu-{0_@jM#k#1x;w1u50;;+jvFyuZWZ&U{BB=*hufKqS-8dF`uN}!)BQM_BF z3`HU@YN$+CFAJXDuhG~4z2oB ziT35PUqY%YAQQ7+Y0$MCy@NFOoI4fhQV2AN3$8(x%l(F;X%h5f<*u6Q)uFhs#)Z;S zhwUexzuWtTg!##qd!=C{d}ZHDpGmDn`j-b%LAz@qur@eIxw!_quVRKq?p9;J@C(a< zpCqUsGn*dRK*80;)-!5V6kNZZm|<@~#l3N6YV{T>q`o(NyS{^pP|;Npr>PX!d>eFD zl&3&lRZPaTg^b(X_-bH4#_rSnPXi?=cq<>5_jH5`-R^+5#y9Ix{_$F>=AU}_m0uZN z&$aY{^&@Vv^+?`fSZ5(xkLmNrM~p}Lx$*zohd_Hdnw9C$4#Oh8qC#utaZ8TjG3Qq=i15B^V@fU1}0^_Qe;D!c3}6fD!}F43jv4ZaU_V-T$L6M@Nla%yPk+1{m3m4BV1xKwM&a@3(#$ z>eeqdJD9<>Cj=JPwbNnU9qJGj&P0t$pUdkuCY)A0%R3vv1mD&k{iB9V%+&=14Dc~f z^|M9w_F+22O}gzE^E7P1NQzSd4GMFub=4l+csvMi5GbKxd|NAf?{hkc*3-5xeHd6+ zntHz4p8+lP%GhK{1`ZcZY-)9-W9YzduS>xV@Kkuqt8GccGO<;5n!)uL%Kvuk(|sx` zM7@3!T~s`Iay|2%2@RLlON3qiMZ?;M7E0e+Y0&)I^=wZj4G)8Z=c1Qz@%U`SJKQf9;H_7%LqQYOO{MV`r^=Nk19#iwI#}|s!$qV-N zxN|j?&BIdR{YxdFaV-9f|@@c8k_f zz*9dcOLwD!GjaUkv?&!csa1E*$WZZJ=+sh6Eefn0JC=UjMTTW;pnhu;36F6n%fF`v z!TV+UHk4OGFMVOss-hYa24{>Hrbr;=>lD5otOL#W;nGb<>rlhHsDwk1VCNJXDcx3! zwHNlJER(Cj@G|~WyPB$?v4XeZz}6}(wkBU2-CBv)!4%HpvlY0!xTT=?aTVg1y>H)I zTZ3H#aSNg$HBiZ`&YnF{1Cs2NUC-8P936NSW|vus4QKivZw;ux-H2}z5y@pxO|UFJ zMJdIcZp*yI(o#G#+z}OYsvLZd-9wxGDljdb>-FV#ImA=6N@fm~qvWJX=ZGu!z6}v_0d?Be2Rx+D6%m)%#s}w0x00q&JxKqw~P}00l`Ew&1 zevZyns?J$hb562b&@cnXvrn`daZ(`{baLff_ieP6KNzm}PQ~VO?>}YQnV2XFS^tjf zXSDND)YRQ9EVc3+=yu40)0Xh-gKsh*zk6kYxSaz|EvvY4A)_t{C(Ot-c0Ntv8Lp~V%*L8q6hpdc7OIQZZC<313BS!(Jd6i(VPJW^=|DvRaxOCh z*H;#xM@(X}HLPWmV59>VER%xCbC_|q^^Co4Q9k_wH@ zF+!h(laaF`p7+pL9M0J0Q!i@W06FcqMt)2fGFKhE&*SQcoVdH5(U&4%=t>KAL=5`M zgEs}yJ#|n8Ov~)o`bmJk|hIfc8k#!`b zE5!C*Xg-Cxc45EhA}>fwJh9Hadl@b2hR@x%XeJ zM0n00eUoVxKumsp8<~AEjA(gh-u~L=3c>T!Em(7>D)dgIX$x3ep}<2zrj4*e%NL&b zX^I{6a>8wAS6hKcGWOUJS4Ff~+t{Q}A16j#q*tleI}imAcAruC?+79G(+f} z2Yd(md_i8A(2hG7jLB9v!-dLgX!$8;-ye4kdiK;SH{1Ns!D%+_ZS@9Ob^m^GDHnuV zgoRpkoyX{b_(glzCn4VGW3F!;g7_WQUZah%(7Rlu%`+4STHmiXIWH5?|K@knL`(uy zk2PK+6~)2-kFEbQ`508>g$xY+ynz~Dk(1}GBXQATllsH7B-r&0D7WuP!z|}wws?0M zbnVw@osrLg>@p+GHwV)3kf-}!vq&1$j9jA&MpLlbrd$7`a0;x8x<_#XDP(3 z6N6Z@h(6t1EOf}_zwyh1w!mUjGob>g_IfFkLi545$5!}?WiI$fonvj%vaxV;SIy1a zcM#}hT6%gi3nyeORvi&9Kmy0mFKb;f!fOZj`$!k#ewf(qC%=kuX(-&xroR}~dZ~rm zP8MTlr2f5F&mt@hI`LoaY#|iKtz{i03ZX3@uJnGS7@E?j#@fQl;4gRnW5fM&%o+=4 z{{KGge3BfoGo=C!#NkC5Vima3YWMd^cNvCPJkpQ+T8iP7?i3yIQZ$FO_3Me3{fI;Z;q-$ftH2mijCEH=g+)qYgmnRsarjZyQ<*w=-fjSY9+R4Rrzk}sz6Wd z`r0t_3iMgl914i7Mo*ow%l)6VP?q+S3SyGbCN)7%dO?Efjx7!A+DJ&$F8-(VtQPxk z{MhZ5P>aNz>nb}-YtXhiFuIvL-z7ZctllUIoZ@*2m83(!&{uBcu0|kH6Isr@4C~l$)^0-LM;vCpjVPVxEwPTrs!t+tsbk_ znuK2bR}TmMV@hPZdK}JCFx51mVYQBnh~<0(tb$ny`z-0W8e%-qSU`t>^}_aE3LO*4 zPwYSLq~rII+4U+74ah%Y8Lo1s0jG-9FD-4OL3+pH&z7KL?A>Ce+a(NcpAbyclwhLc zGykzYXP7WC=roSl$ixQ4iX-ij40I~X{~Da8BPU9Kw~izoUlM%eW@8)h++X?24sALP z3Y^p`^k(9imS?oZCnkhy^w{CsSQxroF5+au;^uqq>!pvFcz8N`?L$!}PA!a!_JlC- zQmj3(Vu}t+l|_klwRCuAE)x5c$iz3vjZdqFS-78f!Sjd&8=0BHlX4?0#EQRtrCP+o zzQWvnGhIx)KK(P&v{Zie9fve^5LHG|Z+MuHdOCA^krM-Y z7RxP30ZiNt8<%67vr)UjO3p2f4aHmO-yiUB@I|-Ci29t3hvp}yPGqs+x$^MNMiL7O zwR1=H=b0Gm>wRr%!^HixlDuvDOo(Tyj94kN!M~s~yUv7zLZv;b8}vBXS5L0>NZ_D3 z$;jHMg$>_faWiE>Hu66!Wa?V6V9Bu@yT;|<7#-ih8!_BC$7c4_2yyV(*GEg_ZX=|Q z&u;lM)ClRjDp{$6jri#oMqQWIh`^Hr0SN^hcP~QtvF*Ynx zV(+q7vT#i-?X}Yw1FH@%KC?Z7f!+RMOKcvpAoI7?+{=rD_Nnb3oHaDOl&jQ$KvOG~+h*ML zH<{EIM={a(<6F~?b=>@1^XzBuN+wi!TX-uJxOw|;Q;(Jd1D><<_lgX;@t0LMU%Rpa zD7jmP70J)+9i*36~R5OV9EkK<%L z&Y36Eclgy~Z?S#jhDs^~HaBhT|4Bj1GtLqVL$1zq7R}H;LB^FmjE{zg$XFMf@X!4< z1t0wqPm3I;;_WZ7zIa})PTnu!k(EQi%!uzg-$63m!&M$k-l&6Nm&Qa(0}12)v8qiA zHJ}rf8`O-eA;;&Xa9EgxQ!%+aOs}a7r1e4$2}o{u}JB zMfW_v_@l;Z=5RIQ7ezEroEL6A-`7$cOA& zV#Q_4LL@t%-t6$97`a)aUOOLf$FEX5KB!rW7U{6k=*6XY-!4sQ*;<0@Yl0>FxqY0k zbnd#sg+hF_Kd2}5C?93NkMiw&l>=MvtqHx{_YXr@3s2-ru*UiH!dk6T$Quhz62qnN zDs$d_EwT(&o=+~s4wXWduy8f!DMk3%BQxrsiec68PI#=O2zNH{){cBBfakfXr(3%U zLEdmAfzwq2YeXkMSYL)CJNQQ2=5g?yN6=)xp|@}d$_CsA@3}|?|sVkWpe8V+)=-FGCf5SW*`zR9n=~@{${O#8!^XYWt&Tm^c z{yYack?(u-H{`?liA7UvWF7(^_XM48&A|?zn``>^-N9F~K;V8KIDrKp05L{Gr-S#f>0r`%g#?$@o@cdSNzg@!?F^>jR z`QyVNQE-<0ep@^`geC^mViR%ed2FsgcM=@kHKdi2Z{v=kx%f2q`ERFfg`0B{q^DH8 zZL8waZSS>v&bq+Z3Z~%K4hCuxfsr0 zK6$0J0Ij(Z(Z*?o__jzV^Wr{k9?FZ_@VqNTWB65_CEWTM_^RP;>{9@dkOnKop?vfh zTK9fe&4qt%oq5Hw0;H0^ZcnZ*#_OQ3659`z!uv2Rao0$=(uNDHF78RZVJ9tjZPD}vri6Hqv-N#e$nbGv~BU%={Qsc=^6z`9*asS zC&g{7&#J(@@z$SlF%`IdH89XTsRp0y`i?S!NnkOB++rt4C`eQ>cY002`3o1FVmwIr zmEaja&E@ABR+W(s(q%0kB0kh-Fr7*p}|MCXw7*C8i=}gM(OKm z=!n@Zt#Z2_q?#+|Gf@wrq*KWaom71CGB(%T$9*3b2$;U4`zGGq=|7$Um-%M1*foED&ftG3p z#yA~UCcC(NtwT=!T~3F4=~KBfE}w3BtMQJ8 z;n3S$oz(N|-1{6lJPf8QuE@|Ke(U4?Irj#brc_&QVbO5r)Ndt`0fB-@`+Ph5xqP+cLDD1x>3@SwWjw*!hz3!8eer!&Wq(<4iIT_xe`!P&or@ zRek49ZD7Ew^UY_k(+sdLsSsPjxjM(jb2#=AS7!u8xo~>9`4M$|i_}v#GIVWoGmddN znlq3zm>t1L= zpi}tji0uU8#VfBUdl7j3Ur*M^HUi_c=|eY&W?0>h+O+y(6MXJ1S3ml*5qnl!_muHA z!m8Wh%eMoK`2A`7(pv$|IMgD-sZJwcJ!QEhM5F~G<5Ifh!3l%b9E3_ajjIzWsQqAOZgXZ?y|+ z2=K2~lCMo|!j=HYW!4|(XK}93QMO-bDFri{BYCy z_9m>9tbS`pZbH;DDFM%xCS-7)srJ2kRJ`Nz>7rB0#gT*&**L3r7>#gp9Y{wV}u`{}wyGU$Q)CEjG3Sr@S|1nv1 zIumRCRyMeOX5iIikI2wC9oL01`dW*t<4tDEEx7q*YC0cf$711s00030{|r}mIF@f1 z70D=tBvDd{lu(3>juDEGh=vfdGc%K&y*@sl&1dgDKKn%!Dj}6hQbvPc(nRa`{dKPQ zd9U|=&U>EwI`?xf_a1MacWT92R1+KZS}VNTKkAG5x1f~s{M{?^G?+(SmpFH;8MWE& z>60Z*5Z2wJ_9Cqj#|#z}g&iBAdAf9@q_r861|4#(hBWxdzg@_dp+V@!Q?J-p&G_;4 zW@G}n^uodBMpB~jC%A?WYly*HnXykppo8JHr{-vZ@*(Q9U z>@*R)*o2F$s$O!6O*k)~`6!p#2+oYw1NEg1xW;t-Ae(zVMhw+7?A`0Y5FAc6kgkQL zhQitGyjoQ6a|=H!S&!S@Bb;U%8&KI-#lf>u54Ek+Hj(}Hkg{_7ylZDY;ypa7l>XL2 zJU!Ux(9T-Ou`^zgRIbKpm*<&X2dd!5?WRMvszvwuB8weo>kvsB-qmDO2kUdP8U2iP zIL;;U=y*ykSXcZ8w@BB(eoEjM!Bz!fKl`cF&fy}>m8r2=kL3y_7UAwIuYj$4Y`De@EYsHb+R9%8}Chngs zc|{O4S@`vAT_L)S``IMc7oaITahv9eVu8@(6ESO9UC52NC}d63Wf(kY}zg;l8VluLXbK8{7&@GlnP9{&Y~ z4Etgv6P_9~)MDt>{`j)$P>g6p!EpJ3BFIbUE5@}J;=0|3xtl5lC|nM0^moWdq(j;| zqwiEaWy|5rm@NQbRi$1pQ!)7Kyl<;97h|Bc)O?hs818;kPl=;NFuT9cUN5QuN~wVt zl;-mgYcl@#=X)yZmizdfH{~LH_O8TV)ja5mpSm%{Q~;Ui#r00_@-cq2MY!BDA4dpH zr{(fIC_m(^X%V8LFuc=+{YW;>-D}v`IYs?W8+_jHv5a~*V ze5s@2T_P04%=Snn{-)_ zaOmq+({oo-Q2x36be$9hK}_M6t)zMuQ@D|L4jYdn6FSN1xJk8#q!lCFuUMmyjn`e zeRm`Ao1DoQu4H;-8zve93>RL0!RP zm6C#QzV{0><|*Kc|HO6gVG0BkLb|WrruX3!W|L@+Bs94s_quI}M|x?J{e$=@tbIJX zC>#?C28P5C-rYCx)}&G>VJHlJlyes4Q?Za_i>TZ1F%A~%m;@^v<8YMYTkCbZ7(Cvh zSN6*#1Ot)gfj2k;AfH)((C~r_7>>7!Rj!lANT|%u*#5J)!E4&~aL5~ck1s_oQvING zhF$yDq7TTO9{gvOZXogPAFb|fHn50zrZINgn5b>qP(u~h& z;&ZUU&?^-?f?*^|ZvSONBBU5v%cCb>c{ZN7@O|Hb$tNU2h@Bg8dR_@KYW|u3AwD_7Zpx? z{%)4}(<+MS6SF^T+Z0DAy=T!nA58DNQ7N+ z?TX}%WJ0aCS?oi55)m7B$)zkeno#-AM(q1aII&*%$O{|AaN--sE+4nvFd{3y*wnNl zf)JLS&pSxO5+Mg32ktnWNVt>xKD8Sq5oy$x*N@&N5~hj9c8sFo#7elV+btrPSWNvV zbCrRvCcvp_=zQQnqwY*M~)hn6^>k70neGpIRFZ?=3>;T$FL(Mt|b$v8Z)gMSeu0$)St(y?#WCTJK-B>05-g*#7Uo zy+aA>oexsSlEVq=ZaZ_!o+zSLr|?1EVg%vyzGK4;0}q1XWu$P&pgKXdPg$%GQb(<* z{$RzjG0rBgo7t~(4i?5)#+0g)#D((Em}EN(qV}EUE8}cCVkK%&rP{`oh&;SaX7soX zCf^Cm^v&EtUq#rg?Q$T}QuR7^vjl_sUBRlC6oeIdu7f0!4?3t_f8}?0ptiL!R@=}S zQbAYmGH&%p;KsdH@o&PhGMS;}y%2+c=OTx^%i^(W5>T%rNP+{8OC+f`9(`GiOR5!d zF!?!QWl$9fZNu*T@BU$6I95>TJrIk3SKMtl6Uoq0d88?9LqWGvmpNQg@vYZ4F1j=o zS56-o>v@@i0bO=Y-*GZzr`K)__9UY+$vfoVI0?}X*>6L~k`c>vr;Y5Gi5L?>vA>iY zd}1!!w6QT4rrVAM)Jap}?3MMpQ<#bq`=TpT1aoletP`)kbT&Q-#JGw2X5y>$$-)}j zOeDULyM0?a4}1uDEABCU|%ahn4tfCbG1U8sKTB9S_`o0d=pC-eV*%FRqe{{ z%!h--{tYEB^T2o_t*UlB4<(A)B7)LI$lqLW&rq-ge|-LBkav}!xVLpjolyxMvgGpp znJ-3I!_f}EoFZ(ny7opnz7X!N)VTk+3*h8@Wl)PbA3kacpHc$o`~TiEn?e6xZ?itv z{F72typtHpEA5%I5Q^us1&Ej!$a~*B{)BH@ayd@CFu5b%+8Q32J6^) zT`j&MOgo>uTyd)iHS@8&6r(Z>kNCY+@~J@jsSUkTJe4rK6U-~GT8W7ZV$Ak`D(Lsk zye(s=>6mTPA#Pp{H&fD3mS-6nHrAfvjVs0clZpH~wsNrAa1I;jRe|z$$CvmmHAoMk zyw*8cgF*Gf>m3?vKpC=|(H^eGjje$Zr+lj5E4Ka8bV?;8xwn`OZLC23HV+$%@p4#e z8w8~+R-xL=8Z4h{5U${_eqdWI9+@vJ?$@t{3v=t=x-T_gvAn-k$f_FF4Yr1sPb)D; zUHqLIR)K~$F4-Nw%OE4TwWzwk3{~qt`dR8!L02k4>%wXc4(-kC7Fnx-$|TMl*Hx=O(XnF3ss;E(e zYA>H+wa{819*s(VJi-dzV-6Qk9M=e4j28nfO_s>Q;)_*$)vwP;%Jp0dVR zgXI!Y9q--MxO&FqiC%6kO51F|raRRmt3)Z|bWS}cVytAn|EtG8n^21{mm3f}lr<;& zsvhN||Ew0(>an-+bcD!!9ac`LWffkpLzaxESFD4uDL0#~} z-n~uObkpbRFh>)Tw)@_=Nne+<%;?$wy#ZFkZSk)n8*s|D>(QUT^*9$_J+Es(h?->grf!EC_nz8EJBFL=JOESzn|E)665=S3~p`TX6GtwtM+ zTV*$z7PaBg?GhHp{x;|ZuoSS-pGRvZgY1~v@Y7iFRl?p@+-wUwBNo~M+lMo{*VeZ{ zwnpTi1S<`a&-3bU3%BC@X8W}hT5X82_Wt%$v<)UNBY9t+Zlmj3zHxA<6{mhR(?&M6 zqVgdlXZI)#8ze7Y2jzL!CRt66XPL>3Jl8!v7&3#6f7>%#G_qGt5-*ByweZo+>5xu9uXC*lQvB zIg~O!wsbk&3c_W0HX)`JkA5%;e$j8k5hlm|ZJ%19@hs%4kZvoSKLv=G#I_*rbhUj` zB@Jh%C*P=UZ-ro5(F3W9HWczSjs+{W<6)sG`_++lkW{yxVSU?i_nDgi) z(_|Z#ob|IrwA=72xJ9|hs1*Uz4`HX)jxQVyEnYu5pw?}5L^!(>LD!5oi|_A3*5-5B z@xpXWPd1-^-3d8PnZo7sop4e978_970ZygwwgM+Q@VEBkt<5p*SaDcfC$HFrH;r0O z-z9KVI#bm&G#+Q`R|a?g9J!>=pKs9%M^f z)Ha#+Kz|Q)ymg=(V!fwJj?wq!-SqMvmo@DYl(O4ggd3D;z4l-tT@YWTcq#+hc;!~y3kaw=&xYkiIbrzPqqJRhuQgzy>HYb-gW|E+ z21?>PY3UtpNL-8GIvdu4^_ikp8}_t-!n&lb^Sc@5vkhGuyPEM%+gSChV+)v3XwZM5 z6^{GbXt&Uc@Gr{G1`1oiRqdafcb^8Wi)WU+$<2^U*`M?vw+TOG7;JS;)BWLIXw7%` zMi_qnyO(RZ32n@y675`cUq7Oz()Xnq6PWfbeB6u{C~Vz%tQjZIUF#|1YeKe7l}h!i z2KYKY3C+&0he&@(jk01rw%M*`DV=D5@K17(=~^SMvz1Z?8JqB2DWiblK79`D#@K{R zBQ|Gf)o)U3z-lpjuhQ9ih+X7pq?*@ZhjqzjoA_F^d$_yyXV-ze{UcLTVFOrbcYaL2 zZGd8<9<#-H=y{7)**#JZvJbzS^;8`?xS!NY)YszXU|jp!zZ#HQ5Kt3d z2fsEM0a02#blUk2pSxL)HdguaAGg#rzgmtxzIOM1rkA39Z*x?wLpf%o_SW%bSK-+K zqZ1+e)zDNpoIZ0Ra_%dy5+t zSgQ0G+PkwHrXAXjLx!a|7!g-wm{1H)=ev5`ltQQvyh)Fv6eEf?r=NXu8O+>_D@HlX zkoUw~@Z{Dqc+M>9e1A#jZT-m4Nw);s<+gr5*HZ++px>T#a)ltZj~{Y-pN~&z`&h-D zi@`Fe;Qmy$6jNLJo<-6ByZVNFnAX1%?091%yq%#G+1md-QFJecW}sA4)b1jbT(ud0 zF!RRHIzv!0T|)WTqP$YfP0Gib0dI!dt0D}#Puwb%F2U8g z;E4WXC7>Nl@K1>=#@Nc1xozuR4hnv2ivH8LT>SvZ{g-*}>N z4yYrzEl=nB@IPWX*(V-7HaFtAf7oR74_TwzvW#Hqt*++$E)2_X_uDR&?-Lf#jl8ZvWmm3az z$ig3KDLw12=}@aS&0=6oh54U>%SRW;5M-u2KC>HNh5JU<=2kpc2e@gshGD5ObkdPW2|GButXyXpN;SA zeH|E&XZOqb4@RcY=l0XquH`h?L|kY3l$?gPl3nrT@@a57J1#@o%=&g+%}@YHx-M2U72+r>sZFD1po zwdzz_-1Q`g(?mE(&PnK{n3pb9C*$eeQ(c`dNf?|u;uSKV0J4zo+aq^lVCQ_>>vCBH zF0_bk<{(1QCzrTjMU6l%vn;uJGzsLVH1^E)6!@HX;@&7ifmuwT%IQB8B%BipIAWhCL9WR}b4{9p`)xJ1q%Bjx zx}+jQP9j5E)Y;nhb`l(Vnk_hP#bf6W3#}c$BOufiDTdYCXS&c}VD(G9QXkj00D8T0yK)BsA^^RrTbDz%oL3*zJoi zzQpmE+lF~S`QvDUzjY)8MaZHmzv7{$#pmGnHy+=}wH#@e;~=jQq4h2%7RGyIbN+Zl z;>DkDhob1Z1h^GtM>7RNIno`uOI}!u3Of4zOcdfB|IX`4lJG`Kn#V;|NDU-ko+>x{mtLNsE`b7D?J9v7k4|*W+u!)1; zoIN&0Jz*;i2?cfF%rr|=1it<8f3Unh0(yy=Mk6NSn0=tS?LuZS_~hKBy9Rx+H7?=I zQo?nVn#fIZTkFBU+G|le;3|=Lk5km(geNg7AQQT}>l)opuFG(IzJ;aLFlRxg0LUB` z@B8B8kFhx~e~V^sm~j8@DVnVCiVNogyh?nJ^ogNGYIi|D+vKQfT` z{3$kmYqd9_(%m-~PCJdsmkaad8(i^wDmdwVi5os0VSQs#?S@UKbp-hSIbnk1M?gcX zHm1ji8O2%MB54#>2h6uNXBJnVAq z`|YlSny#foxF#XYjTihu3bXiEmxIH@bu zY%^+s&ow<=KjG&P@}R0~4zlB0^B$PH|Na%v~5Z4kH~ zS2jJ+2!dMLtLn4DLAbp0al~}LKiZ~^sx)nHAj3kP`K*c~x;k%O(HXG-r_M?ce~USU z3$ou9vxb7g_*7G;KL(rT8`M}O;vnH8baRhq0#taN&Uxx3z&c92i+?@_%0l;h79t}t zP#WwODRUb~{;Z`+y$gmV%j#6$R5Z-G-Tw9OBSG9H@`ZOS2_A8;tEH&P=}8Y! zo@X9?Qavf~UH&RI#7oAPn(#39i6s1Ms*L$DmjIo6nSF{`u}}yXm>jL6`<3Oj?fw^{ z;91MLFda?C-T8ahAIzs>dy&1+Zz2s-YZb3oKBOXoOT{QjnS${Xi^q?2CSz51Pma9` z37!!$$*%3O*qn69cJpWiNOLdj1B)V|eZ-D;vm_aH{Em~1-%~Nl_H(Dg!!%5K4Xb`W zo{k=?fftv5rh(k--jrFSOsdR8ni>r5Kq(Vk@d{1r_8F_sZXE$Xe;f9#! zt}cfJbcku&z8D}O`R>HmJh@b4#NP2p>`M1x#wiPv##CI;m`KanlZN&E zf^sReRHQsPbJ=x>jM?}30wc{y$hp^+nZ1Psl0WHTN@NVUNFlyLj$4*gQc*dK862p?A<-knv9$3D5u`3I?mc_T8?aM}V)L&u0+ANeMxQk`BJ2RH%NV31?4|@jHC_ z)5F;`lzg(g{qINylI`*`wQOiO8NT<&V=X#n&!oiFl+Y30KmUO!myUc>>zZXwGz>Mm z7rxP_ASFSlF z{%T!#KMSIzZ7PX=G#rW?I4|E$!G{jHlMyd6usWtACT2@IKD|0wNMxtrwS2;Bnd&5v zZamm)|0fwL>noF-=1>9 zsu5uWvLzMYG@ecbb&xTnq!R4kn}&Phj@zlhBt(T2{!3a%LQ8Ay+=<^AX!G6I@!Xz@ z)7QRoZk?w>uZLp zhWgEEyBOsROkc<=y! z210x)M=JhgL0^(|mVS*2+u54gD$`61%dl#n+NNXXS$db>2QsD^n|?1*r=xI#{EIRp z2E^Qb48x2W@H^ZRWNE^{`G+2T=9+Z$2HrKZ^P}Rr8;4OjMaCv={<)8-X;?QRmL~s; zjQx7l!wZ+uQP+7&e#D0kh0v+Q9Dh0_MTsv)E9nqkxm)Q~3kBm5gD5qGhZKB0v~Mn-p9$eZbB#J= zDX8mTx##jG3j7<2T6P#^LMwlxYDIH8Hl>^i96geX^C8poN}H0g4M%6?-y~pFPhQt) zy;KaCmia{clCfxCri)%YGXNUMpS z<*gLhxm_>s5KVzjcV};^Z6>aliS>+)Q8DuQ$-K-K8vG`YyqEq=1@Dwj=|fElrr56@ zuP)2LOVdXeR_si}@q35ei#a4XZOh&)@j4lOIj>8;T+YOxgvROwtt>2;H6a{IvLJS_ zk~YrC!s!E~_x-a}#5cVAm*t)bg+$i*YeDI_SCqbFCn*IR7Txd>uP4FZv*}XS?M%#x zI9t2NkdE|%I@kNbbnMz#d*GfC9Yb12ol}Qt5c#m_mb^6utz!P0oeq&PKQ(OXqDdOI zo@|-hG?WU>Wz>;Z>Vm#-EZbiHAPY9~4?+~o=(vCXXhXr-EOaO?_xQ7phFhV%T$MkW zcz;S!_xIZjNa?dnTfe5F&(O#?vWAR<*9ScIxMX4fg1>qiy;(5*bbmpLYZk^5ONX|r z(C|s}_HwVhOtd<%L8?y2>B%>1)c%riL1(7TQcA!dMxzR6%TqyeO-@^@>kA^df&eo{>+%&+3;3s#;0-uy&`%%7i=Uz9Qlj zvM3SO;|$^5oHX2DDfYSNYz8{R^-nEllW{+KnRw*^GCZ}vj0MG|L(=e@!^yoVxTRh) z7G0Hu?Y}xcR}|er{lkI_TUI5aX6^2RAhR?CYF9}X%*%k4rAoP{9vPe2EPc+x46sx} z29i#vA@g1OVl$l-oViowcBM55yz3PJ?CN?(#BetgW@E3rXP*@kd_Ejb{wm1hu}Vi#w53%G`v`N zyNxH{yE-`1if<>tWw`6pC(}IX|3$M*ivM^Kk+maD2H+Jud?y&+V))Opvi^ zi;?fVFJwd|$pknY&VY1$%^{el;!kT{TDBGm+787#rp_c{Pws$FEhQdfcXaKKO{T!w zVyWi`!wh&dCT`hpk^y`5(u##AG9Vm#Z;QBiI^NnuUwTj<5*mK@T$Eax0$M>}Y`#${9@WX$ zMZQnLm0_n#%}&WEoelW2Co}=;zo~3tPsZYx$Q}0y%?OB6{gT;?FboFKcRQX-gvptO zZ9LCp^dFpaV%bPC)c3#G8M`(a{y#Qt&$yikp@ZEuDK}!#%|9Js@gyAg>yOS4Qwsu( z+O{R)^(`cxDH8tK5Q5uEPCAsdI7n`qs(i3Bsay6%!lvc5l9Way z3fsFbxnGMwCqwi?^!GrNjVV{%8N3aBiJOwL_E%wRA z%nK#*CY|}B&XGjhn+^xj&3A}0Nsm0|$Ry&IdTjDK$rR#^F^&Zbr4uVGVwSe`BooRF z>aL>A354j{Pa00<3B+c{qY;u$iA33nfpwL31rzwkBZc@EDaKpAveYb}EZdX1sa$Xo60Z|CwX2Vap__HPih@R2K25^@K#p z5;jp}*;u+PFq`Oinu?aAGl*3&NqSY*bYji+#GZHEPM1P- z&P`?wY66)7ufuTZ89Jd;PdY26 zL?(P)QY6WT(}?J(s|G*DQwfS?`BAIx6e3z8fxYifDp9!dNn~q(Iw7hbX2d-suzz14 zR7au^;kRFFxXvRJ-d40(-RmTRLE+^G-AN*@S~)d}TuUS>2^U(*qeNoYs@D z{oaay(J6%Y(d#c6PHBX5$n2M=vl)b(oSl5DXC`q?#h~ibViKWK_`4{h^$yW18^7T4 zqC13d&CcatLgI**OMYs52;U*X+vB!)2`3WU5$AY*GKnaiqsGrzLn2=2ZHtg&rVtA2 z`qY*sq!Ct1>e8)wiNufg`OE&xiz1xP{`3kA2qo-SHC?B~_!DwMyrTGtK!W-HoKZ?t zFwxKbFetV?F}3qww@d)urf@$fp{WmfI~G{+ML4H40E_jzD-o{{`q(lu=KdnwGyItL}83&*BU z*j{0ni;1J!o3xgTz%ciA}qGu+i<3 zx0qEtNav2HX>o5ZQ1eT7Ld`&r`j@p>{GkA?`fCMChH@}39%LjvOeW*v|UipR#~ ze{SznkAZBf>$7%+2vo+z>6drMg7DB0uKP!V{MA+?&-_%FJlBb6y(^gO&rD2A3RAII zX~7ngo)pMj>W@%(kPHS}we&z>0+x4MTFrV#LzNc9{&6iFL#BJP-wMvnSF8IxCYuJi zK{qY>bQ+wj_Zqx&OvkPr)#=w2(m+pQ$&~x2Ac@Escy=uruNobw77r8QyEpLg$lZ7x zE4}YJ_hJkN!$rT`3KY!Uuxk1F5`y<>QPPemZ!#z}=gsAU{bciFtL+zD1@AQ9VDB3z z(=pGdsx~Mq6}nT+Cp;}uu>bH$kFT_3Sc!c5P`Wz>n@rnJ2eT+}xhWy@bs`J#o(px@ zr|8(Q;>AYsDmtz`(f?8;Ovizl;*RAeG+bOOVi^}nL7U~00e!*VrIh@$Dx6NmL_kl> zkw^wCaLJfv$;6KV7xlIYCVby@T(mM~;aB^-%Dk;ikgJ29iFh!e8?>@tHG+=%igSJ? z+nKOymn~J2Wg~h|^E1W-8<{Vk@z@4A=zXSW!`hbvopHTUmr^!b`fawHYRE>@)_T|T zi?VSk(%DI6B?~I@feN7kIf(u7(s=die4Kss!a&OIE@qAQ2Tz{3i;(%pEcyC(G4SNV znns&^C?%?0=FH8*rlS$^y^^_bKe6rW`B^s3M;UF5WadF^;01$XT7b>vIqN(B6d+02 z%;%hR5z;oPC|e8_!sFc9!%zON@00U8wYmUIKT3VO>Rlw6evW)e&%;pSvvYq9b5YGH zKg1L0y?ln`;{^W=f7kAx*HMHUb{?5KON;UDiNd0=gT>e-SE(t|S_BJbiT36GLR_rr zAGTB~#JcFxOaFul@cSQUfk9C|Typ>RL?11J-<4I9ubN8``}^rojXDQ$)Q@ga?i|QH zCOahF;9$3zbZq?35@@W_Wg9OoLCA>ji-zGMeDUeZyw@PWedyHp_f-ML9BLvIrb^(} zd)&iUmWxzL?oA?{i^$_+eq~);eDE{(TA9Ix?+W$S-ZlJA<_ZUOp*Yj|M(`*bZ$mkSxD_Ztx}4uU_~{ntt7B222gFj|q1 zr$wLTFAVU}RnYDIPO20srSlFw`pbt2E#YggJ|EMUD!)3Dc-ZO3>^<|2iyTi!#nCAa z21B`)M^(9)mM#)gTEU0Tw(mXN3rbN*uV|)kDn*oaXLX%yDSA>(cAHcA*uDOl)6IMy zx;$MLs&Ke4vr96iUE$zeb81*n4hJhvKU^AmnTua>EBK0LTqxX+KP)B4ld9_^t9b<% z&0F=zw|qEAPMI$8zv*?U z9*^x69+1B@V0_6E?VG*zxEB~X6Mne{8wRIco^Isg-hlJcuOC<-ollG!%Sp$a05fN) zWvQ4pneU#VCD@BK<=(}OlVK!(vi^G;8`lRFZ|h2MU~4en?dY6xoRyjL>ReS7B$T}O zHNCDza;1#-6|-72r`)hUxSJvXRju#1cJAKqUI+tAS?nqfRt=>8e_;K;}1 zwYk4nuN2f%@=f`c(PC_(nu>b_aM4NG)%olhA4i0A@5Tg{LMo8{eaAmO*hC#IxTXvv zPUioNxAL)O{Ue1fSsdI8ezEq~{Sw$jE$tB%F2Of%Ke}UjFSPJ=VJL80#CkkPDl$dx;?59}4_``htt~ zLYe8EF(tUsUf#YP1qgkxer?=H9!AfZ1*!z*!A?|t$$w7yFcL4b$nv-g$%1)G7TN`n z50$DgBo*N5i;(+`DFqM;_Pvm2S_u7glH;&I-m?#6h*cF}*mrAUT~`5m!^&P+Q3~)a zYGTJ}@j^t6eJ$4+@VGojchDI<6VmTVnq&w zER%cZ#Ft>&No=2vAqT0XsH$_vIH0VI9v;5R!GE$VHWemua95enKUT>>_!b6to)rg% zT*~uRKRLMAR-+&*&cm5mm%50~N>Qtg?^oUYJ*G=gFD*I|cLaHV-LL%gi~!H5 z^2m|l1|BTs-FwJn9&Cqicc?`0@Iq;`k(2;Gs$Avd`EDNGy=sp>;=l)|XJF{AK(2c} zr^0-t0QaHGGldBr`eg@q4$^oq9QXK_eVd1P>3AK(?>tzPt3vqJmZpI2Obbg#*wN^lXv$UAUej0@M*`o+(y1$^ZEgS9rAgF9V?{>Fy|JS?qt z%YF$5-3iBI#dSD{xnQ}-g3ZAVr}Rq}f;gUGlxRi?WSy&Nkoy1Qx_8k3fwmy7G2$bq zUvr>3XLd)j7Z*ZbW&Broa`E4RDqDIa7rV?mrq-Y1f@waweuKb|MdkxLIVD_>B8J+c z{|fZa-Ue~Hxgd|L=nM<^>D*R!)DlgBzdMaTO7(Hzt!>*d?ZCyKk1?-UJT9JVg)MmG z$c3ocm|OlfE=o3Ni&G{!@Y^|-IsSkH#X-&clvpkt_uD+buE>Ma+O*#i3Oqzt+RnQw z%EK1X-S>A(3FgbamKbRPp2Nk(ANS?)px;qn5G=vR;+w&QeWOUnnoEYhWF{WzCweVf$AqJ3FJbVV0sFwsp;rP}FgH82 zr`0AGuDSGWEB6*)tzmxRr|sF8v%GmQ{}~OT%ROwi_0eE%Qu+F^BozxJMX55KRNU8F z>b5F?4*PeTS~WtLC_PiRMp&8wsZ90dF54Kmr}J9>kOKqZq`*(*Zv{LdTMoeC)F0d-`|jRw?Gx3)NvCBWz`gL0tnx8J&^LmsH zbv>u1v)v5r46rXzUBg7J?O(O*P$q24ocWR(Oa!GwDGEJjp!T{!@iutI(R6(*wJZajHT zBMZMh;yxP{XJXp`T|lD0B2l(!RXU=jw;jB>oQ!R>kenaRG%O6r-_>ZzMv-)XaJpMQ z;tFiOT5rvR?Shn{i~~8a^$1&jttT6`tH@*&7os=pVlQvEvJO zvasFg_{;}M7Wiw5W0wDALZUIo-|+?$?J}DW-BD*@W@&1GstOA+cj{MY)HAVr=B(Gwiz^cFam@*5O71SzDeqti#zO2Qb?JT^%dUmVh zZGk_c?1R@^m^dI2neHmX#Ip1u^ica{O$d3V}B9cALbbpyo3awg8O$0dIi zGoife=jR=Qd+z-ctNyZ*3E}%r5m67BFu6<&r=DY?_zi3Q&_4#!jN@-C6zqNThtWpYC5Gq|Me%yzJ6kVV+Tnyj*egtVimk;+dt=5}_=EtO+oeXCxaYylf>fvr*g`CPP&yQL{9keE>&sIY5c z7NjRUrALCZkuOjY?dZ%xnB3#3zBVC_dx-bmpGU%noBY{O$cO#>Cq5Rt1n869DDmb! z34FV_wR?#G`U%cIH2s8_spulBkuAXa**%HT-voHNP0DL$x&UiA2DN2IeB5ixI;?n) zi>FVz&;Ie{;h(>xip?cHc=;<{9hM*ww`M*~>kkhzvzBeVR>i}d;(9aDe>~7`jm}-! z!bRxrj>ALdJj8U{cwUp|`pf-v360>qOgd|SH&Y8csnM6~==c0hK z0=z5N=WZ5|NMrofi7)3tHK*lV%W*zJ+a|1~HAp-UaMk=|NY&=$DXC#31ad+Vqcjrh zHT!Mk|B-mDpO>A%BhiPX?#M$tILoE}<0f-3cfPu=t1=rLL~P%m!i4jAIRj}e2EKcc z5z#9da5(ka{>&&78ZY7^$DR>LIQT?wsD+2`o2-_de=fwl{PTyFdFP>^*!4wRQ9fD^ zd@HNCn~#nY&#i3k<>Sj=(dIIld{plli3+%v3p1T`2bN+EvOgqh9-k+K!MZ=)a!JQ4 zI(6Bn`c@@YIB)%YPKI@(g3-UD|B?Jvblez!z1OG^W0F}Gv+q5CgoMK0fWIYhP4Cl* z-&TYZ9g_VSPJBq{th?$Zmxj>oP8M(O-$W;u5RQb!Lssgz#jcB7@XH^p5g*Niwzt8A z*MoeN1SHu;_U1t5$ReE}B>~jF3@4b_a?$_8V8msTz*Kx|{rW@#d#;;48`mbFR$3*W z>&L@riNPm&nE>+!zNekf&O=wQpXS@@0(8BeJ-UM0{~xt?!RtQq(HQbJasGY|ObCme zFHP7uJFfRKr@#!lHCir*|^E2T-j}Q55Uf-e$5?((SeOsg~z`?4b>Gi<^TxvEX`kaIa96fWm zu1A0yJB$mvzLB^v6>jKwjf8=`M*2*u??nFF7%jDg(viRa$lawR{GU6#NjSwvaeURg zThe^!J5|{Zdh!vQsa|%dj|ay$^gP~OF0`(kxNc9Kz3uT8^?wTQyg`7tl zoy(kZAhPYu$$C!#EZP%PAFW{HyX~E6y(1jhm*npaXr*+Somio6pN$gPJL*#^0?14E z_nb82Av8+ueCBj6)_W;kkvdLbY})=eTgF&0`0UG0K1;*qvz_u|W@$LrxFj^xB^y%K z>9^NX`rESRhWN4GLfF4}Mn+F^F;dD6{h^U>lT zT<=hoEkxX{!e@q__fS<*yX3lJ392>cE$BIQ7ao~^eX9lv@o>9&+N%5c_z)GPFjk(1 zQ!Zm#;YAr0&)w?Io$;YnxEtDDn*P|Y!o^rWpzc%x4$W`2j>@F`xA$0?%Yi!>>V8vg z_UaxYZ_hd&zvd3=jHNOUmE}XX;7CI2jyz1pN6+pR$;Z_Ot+#I5@^NWGp+MR%56RMJ zw8{sm{%h&{^6N1Zl{ozTtriWP-{!ubRmi~P7fHzwIvbP4rnmNsaWE_O-|SYB($Ozb zKc-<0VgpY0W;zvMtVd0~O1coQYLikFroS)=w?&LA*Mj@6pZlCY6Pl#V3 zLw*kK0-W&=&AWI?fKHvA%QHO$sEwkvmz@#dRpQiE?GHkTHh7F#bqdjvIs4(sE+L|_ zo?FCx5~3=~#qwUS5X)D2H~lyxM6M-_Xv!|q~@mF5@^A~EbBg9#pFcRvgHIK@NwezvTt91n(z*cy+f<)`7A!JoSJ{zjq<65#^YLnGJKfa(+F>*>L(XvGi$1<=C877 zmZE&j#zikol8>b{%lIU5K9VBH&&**yrq2D-8U9FO_}$y4@(zlp3hKRrK9Km3?>BoR zRZj*x(!Wu4@8MY3bdqqsvSX!M7sWLz2bbx5qH^6;f5@hn;(^0`LGFhIIH&1en0i!z zO{*%lNuCg3xyb>o2}%dy-J3t(9VYR!*w)T3u>gqX1Vt)7%pn_6I8L_f9lP%5)KP}PxZ=U2UuuP3UP5#;6PeN z>dHHd8dLtw!? zqZ76g1RPo;qgAPOTn!To+Pj2}&0^b|-Llv?W;Y%zZ^}X2{tP`=CL1m4!yDXBQe1ob z!_46`EPQIspPKE$fXDTcr@r49*zOdV_Bn!yxn&Z&Tz>zbd$n@AsP|@Qr^>Yk@!*i^ zIcr#&3ytZ`!jLI8)^CX|ep<=G0=vj4*L@t+HTkxc?BOB7#lWkM>a(nM2ajo<=i_C> zw!nlcg39BcGCofks2N;tX?!>x-X}V|$~b9o&*+(8Jf{4+FUfJ{b`GxSu8n__Pr&te z`huhv1e`14CcJ~VkX`<9P>H&~PdPmQPGt^SRP?`XJ<5dp{hV1{Czyyi{rO`m$;9k( z;lnpP7F^O#F>E?GSTzhg`D+BF+k{+AJ1+h^=KYnWN^$(Ly5hUR)csG7lnPB^qrCO* z^~u|8%;>uGpUX2gqKEqHO*}c!)wAXrl(F%|vmmcaij5-!DKnBEv!Jct@=UCog{;y) zk4=uT(JOLm;Z-j-1dV^HzhC0u++UVilRs6pf`ezJa?n$Hep*x^2R}+A{uNR8I3vY! z|Hb7T3|9%THI$7a(;8(<7dE!NOVH81#Kvh69jg`(Hbm}{e5DCWN0nBGLa6iZYOY#j zKaB+)vG69|AQK)N>E^!2SlBG_H(-Vb3)PCNW_p;h&_uJCUjr7NI&IyMKZk`oN0%i8 zWi#P*vD|WF5EC2YI`jO$FmNX!s(^Eu3DFSKLiKhQW{!sVW^&jVUJ$wY7lRFYo^!wa zS~e0pPbp{qWnr>jMOC+&g>xU@E-Q6nAw2)b#CBCS9QN#@aRqEV@@Nx0@!}xKdy8B* zrRP`5@mGf$2voVBzWR#dm<6MwyPg!;86Rxsxv2-g9qbUM@y+b9(A~Kzf6_D%7gKTMz3nS~Chs$1+4#u}cwDB##=!}nvUAmJ)DGntBp#xs2LDF0GYK3xybS6V*C&wO;c6wl zlEA|B7bm4w6R1@*KNpa}L4WYOCf;cdQupXR)|TMF_ng#!mDIV6|H^KB!sZ}k^}4g2 zW(3aPU&n_p0r9jYt#Moe0W;(J`((Hnlsa`}8cD#z(k;nCmW$*8lboFw2>4hZnqNct zNa*@$v)57k;%^&2s(Fb(N&WPnCX~(>7`E;nRpy~g`4Q>9lLw~@UHhZ#c=!}Ocb(%R z9xfE8{_DQR1)J*-zpDF;QHP1^s}a`0?qhtcy40>{h$S%<$O zupz}@7IBt3$V($O z2K+DJBb$YeRnu(0d9(4uPqlTF%SHyx(J*}u2TB?x+D9oLbC@?6afF(ajeW(p*Y9GZ zN~t{2s)B`w0e!DD^;qD)T;sgyBol>E#M(-Nf$4_1b-CV5%J1eR4@pwG8aw$yp3>`k zeO>!Wa~4#?9!NcqXW>n=+JURVOa$J#Gi`Gy6IJ78l4)fOxR(ev8S6065*qU0N&^j9 zXRcZZ3>ffAm{dD5&Vc;hH*t#(Godu6R`YNY6SJh&znYOo>3@2=L_jNp;+RJ=2?`AS zT<84N7Bu{q*vcL+$$G10O>k|Ap107AeZm;jqaPINFjla6+(CIS@dE&^x zo)3f3ADtLb&Y#z@e>nq;Z}rJ{^yp}^afn^+LBpJi3%9(iG7+g%@yE@dhA$_c3m1qo z;Qw(Kam0;*t-r-~zNuqipo#zF_X`G$Vzjp<%wnKITQGcbHyuw^NB4@x({QA+OwavH zCjRbGQ}Rutp_KioV4))Q{#!nUy8{_GXWU*Z>|j9gWA#qXM+OWJJQUrn$i%mW0ahVB z|Mz#<=V$C0xc5ErbKVjL=30u#i>uSo+VtDmGJ=k!8L{Vg4=^Bo;eFAw#Z1usZ0D-n zXJSl-mnZjt3FB>>Gh`^Axq*z|n<|*FY*A(w9ArX&a_Wxse@v`?I>?DQ$v~yv^MMmN zbd0XlTUbJ8AiMZRff{w+Jv_nPm!8yJqwXP98QACT4G$V5Bq>jJAB2CCmOB8r0< z@V-yKC>lV=*6A}dyZ6wrtl#WW^UDm>^#&P~yU=j?)gIB`{dANz1WpKVFhI732fICD zz-ipy;=?i~E@*|hNhC0!r_4>#NMhiaWsp_wbOwCyCuj9;p+j0DaNKYS4H0sGH@%9a z;ajw4#y2SjhJ^lOK`aK=ZM+eA)`W>JhW_03o=hAhqUCRzF~N~iROf<;Jn8Ej>#`WQ zeV$J2Rb}AsZBK(A*);g}>MzzQpy5t_V^U5S11T#C^z64&I-Q}k^>;oKk$h=mVt^3~xs9L29=WkV+bv&WnaaXh zCE9v(Ll$nmwNZAWYEt;I*P0A!-IYU}3sOvEMEfVUHZif{O;_ZMbQab)h;^7y`PrWs zE_;H?P44ODC(kFT99t#WUt7z@^~W}^7uQq1*(t`~kio{`kYhEPDGoa(^E6uH6oG9$?!xb<38<}} zqqozPKn7=tQ4hhvABF0MepwF0zF4M9QhwBBO*}Kq;vi?1_+@9xcQ0Fa=UoUSAl%|% z8c+GHwBk-B?qvdt4KznocM{Oe=LAW9<6!RKSvU6*4lK7X31mcZP&w?`(C$F-h*S)b zLMcJPSFh8-fs0E{g)<-ab76J;cznVD7s1}CB19Ayv2!mTbf-8q^Nv-zjT0Ay=7aFk zhg7Z@?KVoKe0qF!Nl0c47t_WJHvTB5e10&eP;40=8HRP^DL43VdHG|lXdEARPS1&6 zxq^?|{Dk3>Y94Oa7^K`d%!A|;-d)-h7smT$oaO$bc&y;kWLZ5AQg6ooEi&R``F(@k zVoiK7>m_~!&m_TmbDLyHl2{;;`AU`GqcEPogGtQ~kCehTGtco*Fk9)YRW=v4cjpEj zx8lKdRK-`}6Az3#?bBE6;A4%Q$WJ*nKK2GJ)(B9i<{sb4m4BnDT)Mf{c)@ZWcAXJf z{XBt-+9wLk9TcxE@4UY)w28os{`ay*l3dVbfBm&4xCm9d6st;d@%X7VyEco9BrO|v zBV{f&xcuAx`wM}2vx*e1QRfWRC4bU>av&G4q@<-w@$vExa$T+zpNmu)C+iY;9=LSf z-opg`rFPY&9VH;B+Zx*ToPgHEf%Z9+P8|0c@K1|T_p6avIl$sTK}Xv!a)@&uvu!h6_VnskDySP|l8-ee8cbimE zys`MQgWbAfibuGCUq0;NV0BktXxbw-@Ur(|NfjG~tG*4Nr?^gc<3fvYEdm#pUlB?< z6EN&P7nymJz!Q(iLpxjv1YLA}BWXb3ee+F2^K^=L9~6K7kK&B$)gPY@wX#unAZeHM zS!#WsIOmu?95iSo8UCa6o#au|>;8^|%{NWonV1uBdFL#D%z}WQx64UR4#mYW)5-M9 z9GsecHp4lB4bdOh|4cn(!SB;AzZxetdP?#V{tU5UsbZXxNa0~)hUG>1 zprHn0)^liZ2vu;83(Ld|1-aF`mStjGJ*4THcn0E*E?RTEJ_9Gm?k`M8$b?#Kv&QQ( z8bmG<^`Dl~v0%-Gd}VDqPQP_*+M!Fw+*fxF2wqS*B1oU!lAVcH-8}~s1~VZ3U*;@^ zK?d$S{>`;1$wcnYHT|yLRDLmdPAjeHkk_rga?^x?{Xu8q&YCiC!gYR%jTyB+?;l_P z$S`2rvGb7q9~x{z>^4k$oe6bCt!KRRncy_L6!H$!Q82nR&3#&G zMWcK<{J5^*B@=N)tJnT)WTJA*PlgATTjBp=wOJn+hzZI%CbomhWsP_3zo@(|Fw!w$ zZ)L*o@kyCmZA{E0RK9dlb3*car9Th+S!lQz92IkpnggMjYo*A-j@-BiX)4E_C@mST zv}Ypy_)6y+OPDzH%&~Dyg$0A2nib7ClrAbQB`PRgJnZ&qo6ck7xJOuv>3T}PbyuXC zB{{gExaIwMg7Wzt(ThdRss2%kW7)N_;BjJXQNTMEL>h04NzmEIb8PRJUBiLXioSf> zZw_o%q`GXSc(>-t;GUlyT02jR z$?`G3;HTRW0UteynhlFO_;|G}*8FoPAM^{mo!MP{l(aQ5)3)(3ZL|2rYoB=#iZ`u3 z62^n|CZk5nt32p*sBV2|%SWR!}$RT_x6xuGSLDo%wF%XtwMlJ$s&f# z145*WA<}S#5Vkv4zp&F4LLt3s_n@l)B^9$bBu$d|*mo_}BZWk4oBu*PHvzbVajnWP z1!y@L+-uwtL<7A+L;NF>Gj$z`HcYcZtokB@fRRP^Jqii906V=gxT>w zkkFXA>Fp6HfLVBqpNx$V%Qn@O85RmbqT|ZmJJkRDx}P`_Cd3;-R?y3D0;KAH{_b{7 z0A-beqq0LJ#(L5>{I`sR+Wrk6(;t!8YBS|zwnBgzCd9vkPXw^Pavh430z{P!c&pV4 z(9W#zGfWeJp%X8*#7F>3R?oBf9we;Z*~wM2_|VRiS$ajw9dPHw3%B5U)#;c z)5{MZISlboIUwigQO3u`-{a{!G)e6JH5q^428p~jR`{hj64`x?rkS@$803bHJ#r<{ zrf0tNr#^|lx^a6RpWwrS>0!E!#>4YZBi(Ugd-CK+5)-pBre<{ou_iCIacJ!i)}SA1Ug*AtP&asjM~q5 zsj`_1%zQPXHbj80uHEn~odAt_H-C`I_s0)I6^}S`piScE$DyLy(%gQF}cZ47Mr z#AU*FbK$bvs#Lx?lj$-C8Mu7?dDAnB?~kbseV5Z_V)v+X?1CFiH2H~!DgI<4<;u)r z^-(5H9REEbSVQ@>tjtiGI1`zd3MaHJ8F+j?;LE5t9Y6V9=j}x*hbAj@ z<*0dX#vaEV90vwmcUO~7uQ9+}JMjGOJ_foScMbBWxp-@xGjYU(4oM<8T6zHut8*6k zh|)8_GCuN3T$6_Jw0V}CJ{krW8Q#jZrQ_FLslByDbPNjn?@QmO!-R2XN$vyI@jE+cvznp<&eGaD7@M9sdIW0RR6KS9e^E{~r}e2$dBj zqao5JC3T9l6;c``D@l=%5-sgLwQu*{=XvhEX(ufq74c0<+D0g3M5Ur3zvuVY^LqCA zyg%ptKIeQm7B;~(Wn!kq?95VMCKNLly%_Uj;<&WB+PFuquJ;S31#6v6K|gmNwL$=+Z$JQj=@t-^j4Q z6S$jF_?QV%|GfKorJ7ZdtUX=VQ2Oo*Gz6s~N~MqACa-AFkDS_*vrol{vTtPUO&IL5%3 z#lMVAj~UpS+wo^OG8@Gk{iGy@vvI6t)6?@~+4#{eZSpHM8xg*v@(k41_w3Os$ws!v9Oq#zCJeldJ`OOLI4~w1`<}@} zROF8DU3yG7>4{tKUCKn6{=XBVg4yUO(N)(pVc_&SXJ65%EaV?Ot7g9>8;Z_t_oHvo z&&``Y@^&FzpQWsdhtF9!f1!_`ubG9asaWy`eUz2!`5c?gLa%7T!!PGqF#7tGVcg5a zd{U-)QxOx+OLz0hU83vUUGdSVlYXybc1he>Hqv54{_UGZV9l>hhxM6kOuX5y2sRt{ z`YuFRU1URe)arG|2Np8r*Z(?og9Q->xf_z+un5e4Q0+gq=<6m$GFeU5UND`w0uCy`|PRN7zUt zE@)^<5%{d0Y~vY9;Hm+CeD5~`0sM_w6N5Cq7~%c((F9ssbUrmW5YW3V`J!Ek0G`_S z3TCqrve`E}eK8w(y^4Mt+Sr)B;5TKRPT;lY(C~v90&ACi-?Utn#Ow(VbFWh*Lf>5b}tPSs@>CWVW%*038+nM>Cek2 zprCccwLyZuFPQy))jc+Tx;&C;-@=AN=r@m{Octnt#n)D-u<=((!qj)1jXTYWMM04S zs>*Ab#rFw33i|f&MGXPT<~s3@@pK)p`;079C2-GJ_UDmSHY5(56#&XNtjfxCeUAfdv(Yp8&hNJ^wnKxJPP}37G|+w6`!IJf1Chw2dSO^n?R>> z@NA`M62_Nh)q-nCq@T3fLDiB-h~kazR3Wi%ZZ%uu1p)rb3u#9$5J>uC@@r8M8*5GH zo@`x8U`2sK?ZYcHt{93w5is+Ez(K{)=ZSYnFp^Hye;*(r{B7)8 zTP2A-eRsD}wj>HQ^hFCclQ7u+Na9Hvfl2wr7OQvA{LC~yn9{?>HwSCi&2+svtEPYN z-$ugfT=T^UXA;u6@0LzIqj9xxRQ_`%argB6^DWvW#MG8FyuPj><+7{dz`C_XbHUySAp+@&JXvSfSfu!cf`a?y^Ha4iNG#k~H2I88qOW_~!l`!z&dEHux}$`^*`qZco9Vfd*`|H(KrRW( z*Cs-5bSXsJgm!9NqHtOKwVs0~eJ-nNv6sfJ@?C*%Q5gyO7ecleB@m+08GK?k0b%12 z?;w5xCSUy!mUuwC-w7fI`8l%|~xg{Q_7^Dol%)|^^-Mq`ph)0(7< zGU+5NESINf?4Wsa^57=-9ssS7mEH`UK8N&QP=#IUS<8u!NF7v+W=3VSuwPCN4` zwAddL3%^D4$#cUoTN4U450W+<7pGv-x2o1Bf}R6S_0@7u2^5O(jRn&BbD%|7yD5&u z&^<-fei;fC%FIGLn&;;vUrv!fD4aJW*xpq;;XYbdy$c8~4ZN53bY zEImW_=eNg}^6RZAyuCU*R9%+B>pMQR7n14c7oA?SXf8dM%mPR!S}(t+yi0GV`|_0T zc$cUfT~EU#)|4uR4=zsqa!&NVsmv@jrg=gfUvGQHg+k)>u)4r*5<7IwmD=dJ^2=?m zV$2r;9tRIE=h_mezPjf@gd_>wR)>XR{UnaQQpwTurZDB>)!~*$!ASnKa#R65KSGzw zCHYYpU%kI8{|AX5^|r77#n61vY?ybK?n|TXa@Eo;1RC`Pnvc`CTO6rMb9;Jy$#MU# z9HDT}EZ9LLN){sak+8XP(mc;m}S7!TYJ@2bD2=Au#{7~>Nj@tha ztl+i?-FIxkKRId@1Pmc&*CIzidBZzN>Hp|@eebAu&|<@`&GYSe9t)#o>?Ri25ZUzn zr_dZ4hsH!w`ZfZx&om#D(*EgY!{@Mey6-xpZ;efB(Rkl($uxh%MuVQV$$!3Vd>wJ? zI=_yM9ny{BvI(@W)$U9Fa*&OKZHlTRpJ}|QPjoJ?ru(F3BXgSePhK6;1X9wbjqWuV3>%XN@w!Iq^W#UxSH%Rm_^Dw%PdLbVc#bhb+V#@s?AVn~hxz zzQwPeWJ4oTKuOY*2|n%Odx1PADvztpIqSoObb-pUt#n>IZc!!J9F&dwY0Pb;d^T=$ z4Y>5($%1#O?3phgGEla4UVPI)2EGU6>#Sdph3+ejZmYJ?c`a;4;cgrQr^H)B!frA! zcf@>2m^K4u)ub0U}=2U z#_;nDY>b{(wW?zv{dM?G^YJWHY+sO?|2_+IdJ5;*$}kWl>Nt4ZoC!_AhRX(jm|*_s zZ|$LT9hqglsQ5h{kuQb|&f3q0Z(dR97kirjBA1?x@Ud|rGDLnpKO2*)H;3)Kz=HEC zrGm$Fep*6p8C;o1AS%c2j^%t3d<9>BN-NQRsLrCbbb^9`oQTirHVP^KTAUcAv|iN4 z6&t2gxWCr3*oB_={#SYq#?U@V&hp+-wiE|uqq{WkcX1%jb<(Rj%tdh3`st?yTs(%lM-lT;93jt)jp!EEZlE$Pm4SuAaUEVaZzvyRj{3<#-Oh@y+?` z;!MA{@{`M7E)ROM1`7>7b1^?~b!d1k2UcQoCndLVX0?9a$3Rgu`ccg^C5M@iIVHh*FWkf=W;RI=eBoyXw5X{RphWwa0SyL{sC z`mH2NB{)xRE+H}CU>rSmh(Mi|IO7mK4+ZYlc%P>8>@%B>^)pH=r2qK5z-f}6OFF-I zN6u0xhoySE57M2e>7{7LBf_LBc zaS4xs$GI`_F@+2aC4SfbwVDYB=IRr3>G>14&Ua5o5feW&)Hd7SW@6f1fWPMs6B+3_ zUtVlvLVx$lYUiYEoOMi49A3phNbkqwW3#egRP)~S`l&3O9J{eDI)VY|rwi+U7G)## z{bx6aifm{}mskk%Wn*FI)PzA)7QQGubxCz+;;EOu=a-F{bWYCHK4zbeDcc!D{Ut;6&87Qvd=YB zP+zWfM$a=DukG&Geb|(Y@iikgO5@3JIii22(>DbxbX&zV<5IBrP*l4uI|b@RE9_+^ zZsM|MsYu|pB=CgvzWJymVd(H#O)Gdrd-k;wk+wR6ew%+OYWKTTG_tf?F zAORi20j?DW2@on0U0f)Ti1Y-JQKth5XpK}g~FYEd|*ecZ~Pdfg(;-89C8q9DUp zG}opj3bQHA>!oKS@!9riQHMo1-u-+`#InO6=kYLkswJ4#v7_B*-GY!d>ib2u<_7HS zEFLXnhu}XqQBtBg468b)Twlb5!`{lY*EuB|+f%Jy{L2o9l;Zo8;v1n@xcsI;QhNw0 zyC%hxH-_KsswjB*eZ=Tnx$UWg0@OYvk`z{nBb3GcIeL@h_Kpj;-7KHPSuTq_(LU8$0N{72? zC`Q&$hn&2^vH3$}=dgb`*0p)d_KjL>N?x=5R z3^fi#rCOW2;DJz_sTL0Kw+n^M`<-{T=msOZTQ7QlLJ%xN{mGEJ07wS?n7Zs22nk1S z$4ikAyi4slsjnG^+2+Nj&c`Bfo*+ttUq&L&K=#H!XC#I)74PnN6A7au^Cq;nMB>23 z43_e>2{^q0ztorrQ|GRfIeiRQKUArR&Zv}_f`Ao*Z zqVnZZ8PgaX5|HfXQ;0%)+TE3Vd?S(T{$|IgW8t{e_wIF8TnM7<8p*1;VbIS$m0-w> zgo85gcJK3Okgj1%*aora@-{O{F^|P}?=zjs*0Eq3M0~FtjE0I=QIuG46pVx=-~JVk zgvQ%Tx1~zL;VAf3ra3MO5xha&diPkg1Pk1=+Z2znk4B-D83~v(-#%e1GXdr|4vl^X6ikc5>B$HeS~lX3IN)Tb|h6QQGj{P|fb5hLx1 z+Rj4>m|=>g7i%TJ;UmxAFf<+s%4I@o`Uw!7=dM#!m56IGETI#s$zU(|c!X3>Movxr zB7uM;6lCsvd`T_|+df}a`rVv}pFa-|p1Yp_zvthm#Qb>d471$f?~;HL#t-MpjfrS6 zub=ZzFA2A5RvGCUBw?BgW?OQT&`|X==z)0>@)rjD(;QDk>$3C9Wb_hImGkzFX;cFG zgO^UY`NYF%)~)Db8n5-vHi4gY^mkHx70LsWv2ugq`}z;bFp(>f`0yziI<=3B=fxyr zHkVqqCm|V*CpLP&^h*MpY046&>uafXDEQg(M0m}igQijvoSysSM{<)<7WqoPDK{A- zk0p{97bPR}@4#=1(qy~|RXkBVlY}i=PbVcfNhoUn(CZcoSUK;!gAuQc4gs>g6ynT8v?EfzOjNCRP`u=YHW zfv1iZA$5k%1 zN}}I8*?IoI9hs;Yl`nWModMI6CrWkP(lN2@UDkS=G`O|-erkW2j)S7XN3V`#z@jYF zmES58{%ho1+2xsN>shs}?`|fBf_ifw9i#odn+|`)yi5ccGTRd^GVq_;+JC=ZrJ-hp z+bo5^G>E#~l{saff!b&9ntZ)8F+MFidr@i@s%uK6YlE0DZyoY}V#P#?$t717?K|wx5v99m-|>#zv%IXE0f|3?jT5gK_|$3PIA4*@ zf%b-DZ)2G7r51>#tYtxWV{X92J~}5_cU!2Iu#j;r^75D^3kj!d0#C`XVAHT!KH@YJ ztZ#fSx^!-{b~u)BfhBU~HsS{simXUwLs56tvr!v@uJ?OOyW12_DqpKH4yLg3_*tjmF%sv} zZfxJ+MB+)d>3pwwBwDzFVG}$8v-c>kOLiq8(B4Junnl6vo2);d8imd$8e2DQqp-DY z{mDuJ3eOd<%UgDlNLeGFDPm0G@X7sqzlIaocmGS~OM3!Oi~L`nzfVA^;q)*5KoV`= zCl%IyB*8znq3qd83X*)5ioqrneBmQ=;~NQvQdM$p6p00^KUMx!AYpP;GhRKL!2G6T zfla~$&Xo_XseDP`^z7f4I%(WN%Ht-6X(Zlee5zbOO~T*9N~G;CiQ~WB+V?Z8 z%Fn@3es8bGPdIq<=f}gplN?MZ20QGn;bOSu63hJ|7vC>RE{d<^!k|Irdubh=Hx9ge z@HmkRwQ6spVLmRVA3dyfWO1PTxVy{OiHn+`sl@YJczCGsK`|wchqO5xb^T;>V7!eH zD)F1X?vU)LHo?R2Z->TPsXR#6l=@p}@L&_x-#&Sni*d1^*Cf2S@VM7=^VDlD$|}qB zS9b=}W*l%gFFJVHoP+ATp1XDd94KfM9N}BR#kYwij}{x#dHKRG zO3{>yj8`JACVRP%+VJ+Py#*Jm#kV%PuH(Y1PybOJy&qzxI!_B7Ian4ryXtcS2fRl0 zCmDyhP&Jj5>XzW4_Pwy9jz15+rg<-q2Jo=8Kj>5%ox7t0pO$~U!Grx|#jD8;JRJI3 zVy{W>%i`bfrxNIWS@a;&uz!q;Uxxn`BwOTQW8JB{N&9lp7;@i1qcjI5R-{G~eKeD= zwWV(4U_knMaTt9(TPdMD@Ph}gQ2DN;Y91U+1xh{qbMQX^009606jymXlx-K5icpf! z>Xk$#m4p&GmPkS(MG29u?6U6+#y-~U#xgTzsgRJ$Q6!3z5<(L{h%7o{l4d)m87(hx6uV1IjfXW?;ajylLaLE;JRW8r^}BH&>p1H@*Wh(&4T&i966>%J1U& zlm*g)YsEYdvOuHc_!(XYCj8hGKQ{G`36+)`U#H2lpf0;wQs^}cc+MyVoF}v3%e0Aq z9fbuhi_&LK4FE(yyT3ERs6b*LJ(>v|d0Wz)G8ho|)8n;a7aby3@xR{7qJ!`m*+Cy6 z286uSCHCB5K*b=hrBnq2EdO5KDpT~`-f3a^6d`HJUhFh(z1QC_5h^a~zZ;FD5t)2-W_{gn>OZxqa5 z=`bKid{@bXezrdoWtR0nF@VRzuwH9`0hdiP*KWASfMumG)fzh)P~~SBTQg1vf&WUU zTQ1XqH*X2PeJRiEwmFyY+I z-othc4B#s>3`nzPfc)3-)29pQ@LXz@`n)O~nx%z5sc|tN;Y+pQ@tX`FEFV=FTg6`Q zeZh@y4HK3Ia!$x_F=6L&C;9OQ22d3AtNOhdutSBav|pG3u?nsYqDFM^^i17g9!ZDJ zi`CN!dJL%Lzk7-~#DE^^gv9C7Ot^eX<<)B@JFj}SW!JNqa8Y4!-1`m_Nai3ZA& zjR*Q;oEmq4A}uVx{w@nrhfLN*hUe-Pwvx1|*u=HZHN_AvB*ID$kBbh|#41yUh%c6fq2- zv3bF>M5Bdg4GZRi_p6U8vhSyTuJB_U3+zr!|0sUL0VgH5FB$m%s!G-E~uAe;9E7eAmj!YzEvY_9Qm8F~Fs~%40a433S%? zU~&r+`Ut)+I;~g$zIwj%)+}IBf2?wPHqm%@g@X%bm zHi}&zMghWi_`WcpU|LTo$BzlmG_UD`2KydO2|hc$S>QdMdnQzy1&4-O?&*AG^PmI2 zPaB)x4pvI-o~UL*uXdJvpd_1L`v}QRjSMiJQkT?OWPqu=dN{`n6W)Y*(BxxSP$0jj8^-q|PTz+@3VTuVU zV%D9LGEB(YSa(S5Fx&3`QT*c{19oNj+svsjfN^75wUS8(4f_uPKR?mIi&`O-d5Zzn zz8cjv-VET~(NMXa!M3`4CVSbqJ%_c-CfWY(&HrJ)!hS~v1qxSf5N6{pNze7EWWeGd zsiKByIwXe_Zl5gvL!hAV^t!EdXifi`(XU5`1L;9xw=3u{74vIp{|Fsw zOV!@FkI`Y_^Rv+42|AqUR!TjM?D0pdGiEH=JT0MqH;;o3C9(%>liW&SG`P8{d5{LX zeNM+Ar4+V*bLo%eVejABqZ#DPp4XLnu)viLg)?@?>)q*4=d}I!tOgwd)MO{*gxLJ( zPoEf%D23JqI|9cn4Mfr+hh3i2Kr{DI%~(t+)cjkN|1C-fWoftY68@H3RO7z=T)IP25fiFZRB63gQAajjTf80`MdI?^*@(_ zNQu~l_nuM^8gt=_YoS5r>OF4VvZbIl*|fl$SqepG{pCq{rLf+L$M$YfDQNiH{3onk z3WG(xQ7^W!$3@qQZkeFLniuEo@emF6{+v=DAydK5zmxgjW-9FUu{(W)N(C#Y*t5Y( zG$?*^^0%xL4c7hY_~_+AgPWfR=I*=Ez$h`mGggBJ?jntzTZgHzb9E)>%Sb8=8gzE} zyr4ksqYWZ=lqm3R*-Pp1D+)yQzCCy`kqY6eLlQGnRQN12Y1saZ3e>f{CJJ*@$gw$X zX}&;(hgxHM3|gq5evs}WtV{(KE$4$vKLvhP&j;%mQsCyvI&K$Z3K$$ZKk_Gv0!_(j z`;P6P!pPhYHr5HwKeCkO4#h@q9Y16vC1c+3=(hw*Ct{R~X-1qxi`A9Kz zb@=bUcBL4e*sAbYzbOLkyZ~dxq9SOB|8lfXs|e(y3-lX0i(pS4N336ZF$7XWFush%`H^tA|1Dq8ILEnNh@MleeTHe7vg&Iwni{ z*5wz11m%nL_n%~tCk+x@-N{gsYZY?n0vV2IO?~K8B7<^5VWh)(G8m249Zqp#&*M;Z z363K}gTR_?-UkbyIi&qS;@W%&Y)xLth{^^1mbFXA_;NtDX#xII%!1*l!}Ag<*$`a8 zZ+YTtHpEqLIIvDE8=N!#tO>l44U!Kg#@bf0U`OZ2kC}a$u(vgM{pW|b;l1DLjP}8F z_#@6;KVz8&&VBY31ISV+lD=acz7(nOH&~@7Hl`C z1$GP{>@VWP^&mHkd$XcZ)FDVlV!*SQDOix9_eK+r@)fO>OaoUij?id4G zm$L8e^ooICUir7GyNNKaGj-UpJqqe?=(fm*L_*WOy~l>z!{J1{kN0PZQ1H##V|Ra5 z2=sNH=jlxg1C=q!ql16KL6=8}m**M*=1-h?gpLHLm2cZ^=0N~irS(S{q7k5GbL8A} zpK!1kmoe=23WdO>>*!P2u3AUo7OH!KPVYf8lz?`z94{=QvKUc9ubhcj+CU-77kKngUTJRLczR!!_^U$Ku~KIShGLJ5B97d zEpOxrfIi8$8Tb7H!9#9FU-En?c#Iv>pT8OknHnluQ%<2^I+-zAQ4|7|f5>5_bpb$h zxVm6G;sb%)zCYUh7we;O|QNSA928Iu>-ed{w z^VY|z)?S7|wF$vc+jF4S^4<0oLmu1dSxPfQW+?DSR`Ff>b)52^p8Yj`6$jgHezAUc z3CozfW1W-EV}0lK+Bh3SRO=O+5;}bWcm1Qak_K&1t^T3@vbQr@sr?e&?d^#=BL806 z@9{-99wHC z^KA_x(b)R*`UEdeH111!Pc6R~g==)3yF(|U@c39x{`0*=4CK3TSag&7&sA! zR$nN_^HmAR>p942yOo3-Mycer8%f9#5b!?Wn1lkKH!CR%CZd37SdHQ8L<}AHX&^kG zfT4Z)>sH<+VNJ9^nYAJb=DS3R8ZF9iu@MaLEF zl98%4`deO6@N_#D(++ z=G}?tFf+wN*g(SnI9&tg`A8W0Dk0C4n1GMFQzyR6$D-`#)wwFn7(8VMIp-{hXlmSZ z^_3|RWx1{k*clNqKGkLA)L9~$N9!LSi;F>_3xwSFdt*^(XlchYUiSG9Wx{#4#G=!E z&G=)xi6|p5+5NRW3J1?~d|n8SM8YnUkaZY^i_wi#cPHO$s zmo!v`g=Md*H2mh!wd2(Gbd--8IXhdIjw(IkYqTzA;Pry;XLPYloYAv&59vLUHrV#h=v? zDUt!XD3|m^asTRkEYhq}l)03Ts|+n(>nM})hiIb>tf<? zRev)6x-13HbctX5@sENJ(akC~nu_;_nSY$esi;m+8~trW!ye}qWvR6^Tpd2OFxN*# zp7rzbhQ)XKr=_pa&?m&1tky=u za$#=evokbo@#NT83p6}>XOol54fcMc5sFs_D5!tIb1&lp1-Vmcmf|fXD4`qdWydH% zOL)VzO|1lDnp)kB<4Z8>m*_NS7yBNuI$QO$D44XX=UG&F2?CG6`abm%w59wOte7vx zwGwX!Oqj)ZOvKE1j8KdtdsKysB8qWCaL98;crhN$asQ`FV_VHhzn^R?ZbLY7fKiNZ zQ)FvyZ)dM_Y^r#kP=v~v+T1Wuh^`y78bv6D*mEzLv*{xlC&ER$x>#hqB61+Qk!|^! zm<~aGWMsY?7Z6h|#H&ZD|8-Ew=njG}6G8zf<&qZs0;^-xVJj`I-IyUz?55x2C9;ayKp~tKFwjRD* zRHR?{n7$#Xu1y#$A@HFxyW8aQ_ zgA4bP(A;nEls73J37=iwKD-o%Wx3mVuiC`nzSt}DM!Ps%mo6kWUm1^U#22?VUrNB) zU7O$6EG8gnW_OBXVLYCS-&UQp7=xzIn>&OGi1_z;oZP@fG&=n4%e(qD8fQbe-lRnm z(Q5p{Tglfk*d0_PqWoAjr$BT-1MAl-5#3gz{^i;d!Ca&z8Xo#<|6YcOudiHJ zSc;0o*uMewzI_Dbu%l|m4}_y`H~*0pg>W3#9=8~d55wVA&tmqS2*vjmZ&GzsLXp#? z^Rdmza1`3+ydmdDI5tOz#ct0J!@o8TTzZB9*y@=Oe~#ZDNt@qz(!@N_$se~wesx3N z=noafcCNUNoZ)Hq(iKY+AKY&_;D(DknvSv9`huWyXS+(62NLa8UDCedi2`SmKTNCJ zp_>pHl_F9vf4=+KbVwZC2fosrrx2n9T-4@bD2?ORu*FfMT{b+B1 zHPqXvv|pIL3?xmJk470*u)aa+EOXfk+?LOOj;6T6_$Aw~Ug19Abo6yV?K*$xJ8zQe zI2r=QlKvSFO+vw0jL=bWbynk5bT+(-7XRVvAZ2jHg-oq?K@kutJwsg^B-QY zrV`-sfQ$B01p&@o2)LWiLjbj5)pm(%5%70wS^oapp+I7u>T=@^0zdVGw{^bzf-K1; zm)08qB-yGjQFX$>Ix&F>`?Tzo9U5|65MdNvNICye9G47 z*C0T#pjFuQtKlHbmymbvP8h6|_?q_Vhr_3AF8z&$(Xf(9v}{v~1%n5F@uFEQG;><| zy*m*P25VY5jizFtsi)g_f|CeMSN45(`W+1#xxDpl?0#w=IJmxui3S5f7(%QYh;$Rcf|-uRRZ1{^Nx&l{2<;iAXvVs$cXXO?_zG)ji=tr?`63(4^7 zun*7EBP5{wdD5eS$pCc2>FrV}uy@4mQNmOT*d#|QYA>e1dsNxTvo;mNU#b{{Pbb4M zi}lKDM@ewQKI7ehE(t0Xrrs`D#Dkl{=*OtPM7XiOA|`WRGzeVj-!dv51HQuBHriyy zz~dv#1f7ks@aIU+*Hh|5`0J9q|F>5Zlyr{12y%%8i#(%!m80PxXHjFN_ALx#9vd?< z&IQ5yzsaQEecs^k>TLJgK_3`yKN9$T)E6!U{#7jg;|GBkyk=d+d_m=Ah4;HFp1|S$ zTJX^>H*kwKk;-dj_gAe>->toDz^cKWzC5A^p+c{NUM`%%(2lpezPBpj;ObEIAW+Bp z^v)NDFKVM(tmQZUkH$Fqv98RQ^AZwXML)Q2e;K2)cm=uKol!HLZ}OFhJ32T;uH+u` zLwUO_ye;F8<3qPy`!sw}N2ZLAI&=$%NL!u-8sEae15-DGSA1|ZNPnIkA3Iw% zzuxmS6EnRKfxc@qGFM-VLe<Xsm)m$TyFXlgXJ{5I-vwqxu0@zW3L zf{8fw-28AgiHMi~(_PWp8IMY)_K{cE`q*5stysJ`3He@f#okp+Mvh?;pLR|PavwQS z-$qMC<3lNO7bz*&UP~kFWTxO~iN8-q5fkFdrN4O?a00<{|yrtG3yeTuiB+Om%R}#m(K8|FoTQ@yvn!i)IdNosmki zuezR#zMFW?Jg&+`v4*xGEsH!H+!TC%=5juUZ_6~vG0Q_aLj6Hs&RpD?HZs)xFB^>> zCU6=5&BBK_7)iOsS(sGtR`3)#3;9D;n=NOuaEkGg7BrcSX{}csf2!r6(z>TjJSTI} z<$m^+8((rTNA_9PnwV@{A#3~S^<<%e>GclSpM|@9=aS<6v(QdZRKn6L3-!x2W&GW; z@o9UDqohy{b}C13)?2Z0+aJgLkA9RFuf_Ar2qDh7=Uls#l@o~xIt z)Gk1O$DnH$C-PCnFztTJXg+S&<>EO%oR7xR#uq1nSxK-tPqX<=RM|fvN7omRLyQ`+Vic$1sh(u>~G43w&cvHge z2OR1M{fcZoy+iuPa++KT)|QDV3P_cpZf|<4+^G`W!d?DPtEvPS3*H~nXY1_eM_0Nx z>rwEPGP!?#jDlJVTE@lKsHiG&Wub z_p*$FPd0Zn=G~>B#uIBvuTBc~lAn6({H36;{P4!XTU1o=OFN`6LB;n1yaK5zG~D>4 zTYGkt-B*m*u!C4fXe|f1c;5G%%8k_70siWY* zT8-AQuM|vPEZk^dLB+fC{*(P5sK{@AS->)a-PaU%S^uo0pipyS*~l>prtEuip=~_{ zdt~K(Yj`O*JI(bxaG(VDjmf6@aZ#|9zuY+@go31-eZ;F&3I^U$%3uDEiXKYN^R+vv zIQ*d0B&wN$0rwW1H|J4MW#m_cmpcWe-jG=3Y+R!Urq{f9LczOJ5pl5!RJ`Km>BDu0 zik~v_&Sor8actacSX7sW4<2pERBxlA$)9&Z9}1~B&1ImVUO>gAsk)1gbE(+5-^X%Y z0~MXjxhHB*(6GX!J7qPyueul`_QboJhW`Tq0RR6CS9v%TUKB+UT7;4a9}1kJ$)_o+^be55x7opD2YLul&?nq)H*yGw|9ugHp)8 z>z>*7tQ2lte6=R2N``)ulvji?GWh7f+ZpnK4Ba-Zg2Wgya17=ymCuwyGbXfV%&`>K zMSl1nQDx{3Js;RoE(Q9(TXTWdrSN8VI!7q26c!qo>OM-5;bl=fR=0-?A4gx!+y5ZL ztlU@g9bRO3efF77U4JPI_I2_8dr=AlHmiF-_LPEQ%0f*wBadZq6Wc%5WcVl6;Y!&i z1I4w`ouAfdu{s$u1z(ByX>d$JrJrbu{4z9|FRAEyP~S7p%06_Xy+ zQwIKvKMMZLm4U|Qrw*Unv5?Xl6e2oii9X2y=L|(x|9OB-3h@5bSco#VZ~p@M}gB)9O}z*6gWqyHxBcpK-;`q z7H~ynA6BQcFAJ+!*(BR5y%lU&mN|N&h{-7!Pd2B%9Vj#KWzzs=zwP@08kD>Zk*E$$v{{{?q{%_o*&c6*}Z; z^jJUjpo0v@+n{v`I(TPTkM=Ur;h<{Suip!GAneqO?bxh?C)S4!pp81PRR8lb^5<`KU~f`>J+n@Sp@!JO&wJ|OCYh5%#<(8B zOO6*GG^&Tuby5?FqaM0yla`X$>p{A%L@s1kJ$PFFH8WVILkC+ID_WvM*}Jt|{hjr| zu6C;1SF#=sh0LkPU#N%Np&pAtmwMosUyL7DsE2r+miCqJbP(xNzG%zHD@KFPVUk9N z=tPQGkU1SLruARI=+Qw*GHFRupAPO~GAoIObSTMu@jKU!4&BP@*dLB`nBNk5^8Gv= z+S&4He0_CrFJIzgOjI5GP1H&LbfXSV&IIks5~%}|Mx*9O`|4mhLUoVA{yOMl#?9Q} zt^>_tLO2Ug9q_LY*)<=pgHwAmL#Yh3`PT4?rKc7;rC$H{J*gJjl8d8gLA4N~IQ^{6 zq!x0%4x6ZJ)Pj?VE?)OiE%59NFPbr`1V+-w~_79N<^TK=1;f$O3eX2VZ4aG`^5xxK9h{<+PUdw14=yaQj+ zOhXM^8*#dDfKmfmd`*?sx;5~NQb&+v+;C*`@&5MI2naXCA_JIG4bS< zzJhA_$|YZ>akLr~dp|GxNmYSz%lQ>WfhxGIoKEyhsf5FZ<;mr2l@NcZHPW0|0U9Mb zHlpH{@U*qcQ>3W^`ZEtMMdVdLS>e36c5wv=-(iy|Y%7QD;uK+xhviWDDzmtpwH);R zZ1VABl))a2;s}-eGLV{kn^Im<2Inchxl6P%7|p3BN4k}Pc;YVX`Oq@Bcf!VItbh!s z4X)hX{#gnEmn-(>IFtgPtoC%*WC<`||1#%LSppVPK|yyVOF*{sUZas#37B9H%J{34 zKtcH1p*D*W=nVSyte>p}xKyn^j(AQ2&nlsF zcP^5^{%Pqa<1!-9_H>Xg+Y@1i6>E0>2oaRtj927s5#as7i$XrTh;W4PFKc5j5mI|s zHvg&+VfCKVWwo;e(4KTMue*qcxuIBR|Ga!iQnH@9U780*o>W~2i#*^FD@au8$ORSb z-)~xjx!}o7)#shgg^k+{W5$1S!J6qqY*S4Ruy#3f?r_b9?#kmLvXVI198sHe9Lt2P z_j0ONGBTlH_-espQYLf>ZuFe1%!KRaGO?=kOn5hvI@H&Z1;hqde$JUf;qY$bH@6^UrX=t*qXk+7ktS8WXO*Poh98;^&(Ti%6*Z zI?_0PA`Fxsun#-FM1ekWVaVMETkhpc{c$`Qeyv@nY3-SvB z`DEPwp21+yPEs2+)(M3_uhspn%EG|)ZsZHfk5F(r{S@MH!QiT@B3d)&3&xVpb?zKK zFq0n+*3zCZ+EHlmGT9Z5yXWx6klmp=ZdVx&?+yj00@POCc!P@s%hQj8-Y{xm@%DA8 zFJQE*>q9?z!+Wn{d~lmPL>xImjSsVj+gx_Dp|@^= z!(~KGP~B?UtA?n)SI&O_dloT$I^|$`Yd;EI>t~tIm4eFQTVMi;!^ z*yir{LW}3ja-BZ=qJ>XJ`;hJlzbpE2DOOoytt!38u4vR zXC3H|Ly6q{+vFM_Dq}k{Cc(j%1^`dGm0nI*q5x^OigbrEsVud1- z5$5TcNXfZmw9$MhlZ;J9oJ71{Mqv`F7c~+&eL4~K{p1vSzZs9>to6x*{jsReW&4}k zy%;ob;(Z$FODuXY$dkFxBOb~A$D`(~f<-l~jr#F=Sk(U2n%ISpM}24AY(B}yp$q>M z{3Bn+ppPFiYcUm3=&`|$p5R*;6!W>rkH-Up()&ikcvvHlp_XFc#CQZ6O@HffbSnah zsk3!cts_v5@65Lwd%{tJu&A<$CkCBu9j*nS-(QZKNDT)fXI(tAv|9kOeSY{_ z0=qxbqkd*>;r2&nnR=AT;}6js#&&Bg%Nu1rP^K-N2|zzC)<>ilh9Gw-lO;7q-m^NA z_w*Gb5P3aDhMW_Ho^ViWu9ifh@}r%32lb=T6RmpjCvT#WeCKcdMb#J-RUbQdopBEn znPXJ@VxrJm@_|=I&IxEkT`t$)O%iHwPHhrAmV&;mmeh_ir=scEYA=nisVLEF#IyZi z8uE#ldRy3$f?Vi|;-m5@h+VOQsjxg5&9JC^ZgxpU-5Rg#78KJ_4f`<{!#$ZOxW(zd zSbP?WSq?D`t;Zp>_+dv_Hx6ZOyG-;&;t(fKidElY7HUZo-N)*bg|Mc{#Nr%clkH#nHw&%Ei;H{>!69p`uGtwqMqJ!MArEmJ(tG!9yNsNL zn)k^2ef%#AJ)Eu`-NTcK9(nC)J^wcynatTQ*?vhw?wFTWDZ;5JR$8j)X!lMHw(MT}hT+gk6aO4@yKP@dDh1?a_|IEoU>XA*X!9^wtHD$;=ceIa0 zJS)b2gz0ef!_+hT$|wc{&~E7aLDH5n&+!gFP|SJ@H1P_SoGdgxm)JZyHd35pB@ zn;Ki=HNS9pY=zxt--ChMf>LHFXE4AgdZACi1_M2PF}sF1B7jKpFeH0LLGoUl_o#Xd z%&5>>^gLss(!EjR-Q9TLpJt7XT}=StF*V*|)dau@u-RptiiZ=NgYmDA#e-Qg(SO|~ z4rB#51-0zr02k)TK{Jbk8Poo$%BpzCW9K{VU7i4!>?hZR^%H@^7T;EWJQ>=30-f%Q zCIj0O-<$Vi7`m7y^W1=VCYWDtJ6+wiV-3h1#d^<}Ci!@@(BVLM2Ixl9(VzOp2^Ce@ua zc{mwFxvUzmH6??cPIdp>Rx*gKGR1B#q`<8i{)}^{)8O3!na#nc>2S#2lj}%r1}N%z zw0j$5fGShc#Z_E7h=kRsEGDGGm`34fLPR!S9i9?DHGI8 zI?b+eWx+4?6wiZ*}xrP~i z8PAEB>7f|U@|bA`P`QXLFfN7_E{!CCEtmw zFY*asiG4H2txW*utKz}~mk40nC%Bt6g#g3&Bfljl2yh8A^=r(L2p<$2B_=pYu&VP! zsAhr)Uk@FRyKYT{i==Dkxh#obKdd8`D^G-${E=<(vqUH~;Qt`F#&5~1ti zWaRF@M2OsR+qWW%1R*n#mY%I7h)rdyYjq^Scc;ex4jo`{-sfQ<+$1- zHJjtvsVO47{Tbw0Z%TsRe-{pK43WT9ZrVdntN>mqoC+uPlR$6gde-)J#(K!Jj}|3J zaL#Uat@$_!1bXij`HPW2lf5cz>k0|Nu#a4>yOAJ#+Ph(ak&mC)&0Qd0<@$*Mbshy!z+|%!I9mX(V# z%lQ_8^bc-oQAZKT{lZ#>-7SW?V>$SGM0v^Un$9#*9=l5tk#nIgmA{(H+hH%$h| zmwhZRNMsN)5LvB?Aj5@Tv(Uf&ssMwxujTQ2mC$-Zqhsz) zB?Q+c=jLx$!nP?klK!X)&Rx$iGt#MsuciK>7Q3r~p19AbSfCopMyp4S^sB*u!p+}$ zp&ACe@zWz2)o{HJ6CR{Sftv;fC#ru?;FhUd_dOdb2nvZaUTZ4sI47Lv`Gg9;7nDC4 z^-#exd?s6FnhI>Vx549uRET7v&UxokA>y3s&Gc7PxX{Y~LSK>wr+zVAj}D=Mu=Uf$ ztXdkd6CZA5cGAG-od1)i4hA2N{4iTZ1GAU+cD`(*f!on{1u3mGa54D%OR}5>OA7iU zhRrl6y(*HsyhwwxQ+xXbS!&=>M)OI$Vhz;e%ca-0Y0z{?!{7fs4MaZdV_mGHfhFl) zXeo)IyAQJM8XBY=x+$+uqrtLZ!i^p(4Vd;DC?9%51EJ*h4^|8$7^*zG zm_P&f;JqAEqBPJR63n{2MTHLf>8{0IDroFEX4l*7-l=n7?`Q?wD<)E?Pb=U>M@rYx+6u6_BW2&&`$Uy7+%ljaR3?ZVcER#wMe*YJrXhbP6&tBoM6D);^6uIB_u_bVX zOWJnCr35~t(+$7xEP)AaH%CjW5;(k?V-&Pe43d-AwoiX82FD;2tHE3XzxFX1PjVJR z$xQjRV22_I>*MXRB5#f31-;$3Q@PzW)KPP0wV3mEmDa-yHP5DZu4s(3mJ zz?ka|CtNFpko{@oCbt5(QCWZePa+9?93|QRG2Tt(L(=H&e~f>HQ|pxiAa zKmd!%gEeO`1fU-8%XxW}0N?hnMjo>y!2a#N6uw*nMBThykNFP|^4e@iVK@(n82(ZM z`e}4L(9QOKRR-8AYXWc=Gct`=d*hxR(|22pml7z zQ79Y4$SZlqf3o02?ofI~e5#bj@K>mM8e}v|3z!|(2qI+QgEB>n4CISNthss7v!N7%J zk$K6#;qXVfzuUPo0;cq01zwe5fWNqVdwxCyyxH!5?o$W`DJ_lz*dzYnh$sy<;0twJ z4_{|C`GPm0ENh|G7j{Z~H#}JB3l|5emFMmS!2Y#G1qtq8;LmJTXQ~!QtvJBeqbwe|rrVF9e$;Pl1Ve~jm{&C-T6LkA3KHH_w5wRU+XLu^?1`8-N!cO8?|_&{=c3kZ^FFMS99vd6l7mh9^OGL?( zhN0`r9@y=QFr;~0U#L_(1c{gK=^tbGq|Egur*C?ZXwp-ZSzKhI6@(HVe_;6X)Ms~F!i3Y&$=qK2wf1x*+9~XOcqt7H z__Uq(ib_NKG)c<$gwxPjmr6y+sC1N5v*E6^l!2H(yVh3QWFb$f>4A$vI8>sU-r;jD z8<{L>whf-mMxKtk`XLN%?Tpdx8o?p4L~GN*Q5@P|`1?JzJqulFs~h=an}uGMHfK6a z;82?k58q6FHu9gBeZtMhdi0GT6OVctUARbo^lDq^S6$KRu zUHQtuZJ!&&N&?EQ_6lZ;rh*mBeD^OYqXu+2&%-WiO{Ibpk ziti#I5l7ClB0W4(j(m#`;Ub`5i_Y-kAp+X>%35nVfQYu%4Nv^5B%-5&issxDA}Ywc z7Ai|4q9fx|JN%7^NG(#x;=?>6F877@q+|k8P(4N~euzhd&$>K$vI&Tp@7Gr$3nKb+ zdt&TpG7*h3r=L3egows`t9Bc8G1m7sIwvBNh#Dw$Pum@dh_6bTG+9qTINzD$|MKu? z_QZ}i+v<$-`@S6@XG=iuu@japyhQW>TRjrT*yr;XSxK3tM6`bAhupI=B8t&^CoC33 zM1{J%N&@2qG~CIVI^Tsy>2L3S7}$+R_rmMsY?t#;t%L5g>>)g|do)((5`;&u3|;NG zrx+Yl^I>QXkNW3yw&#B0(cy=O_Po7-NB;u=0RR6CS9d&>ZxmPZD?*B7BqJGR718u4 zqmmU8MUj=vO35yJuj|_T?)%<*2^ATKmXV@TRz_%uBr=lnd;dD0^StMI&N<)np67fY z?xC+q5)p;ywg1e$HG&1`DN^DH{?0@DkM7X(JD!Kg@&97?QS(sXx*Ua+=lSTN+$i6u zase{k`f{OX5|{B39$oti(3PgQgR(jWh9P)Z*SBM(K?5x`i3(*4`oxHPc1?ZZ#>#jTfMM%4wUaEGj z1a)&K?;#46qHaRFq1owDwBh2>;+V=(bpLIct<$zLw0{1U?y`6p5_9-E%#kcZNptI+ zD^1Igp|Z(ey~a{>N-B3cySfZreLFKbA4)<~UiJQ+5@hs3G4XaqJsJ6|*CC|uqabg| z)=k%pDd>WoaNPkn3VO!1ws+%K3ZflYrRGs6s9Zj4Zvt*ts&SDo6kq@II_{K>7ZoiP zsffOwrlKs@=fh`8X-Mlt-%|@|I&xL9zgx1Oj;@!l)o9&HM`sk|$f9+0Bt?4Ivh;_B zxc=G{7P!-qbVt6j_Bsa2N!Z{pe~^hz>1y5g>t~`osqM;w;usQ|_8rN4f}wRHn@61l zSjewyc`accL#3lK>*InkWQn4RJ{-W%KJ2#bK1U4wSMze0|4$4ZEq16%tYx8*Lp!$q zh+?B3+k9+wr8$T>HGKZM6$j~6K3=G?=AhKt)u1>z4x%aU@uAkU(JOWU&tL)@J$lvi zUsnSQg`BT7t)F8drgKx}eFrw`yj|3<+sa1$bw_I}5Y+`wI^h>rFT{Q9Eto{s*! znvk8o&Oi@$z8+{}FwoBjKAr?N1F6gj&D{-SAnBgcCx^e$5q7kUM>C#|MC?C4T>F%U zx=zbA$Lyn_r^ixWI(pL3!a|p}NiSYM{<%S8yk0Bs9}CUN(UEN9iTA37G^G5t^;L^0 z4UPHKmUntmQ3{bZWuHtz(kD+XJ{={afqnJbS?kFt=+tIEy`5x~P5ds!^d+OZz71Dg z6UfMTnB#MULPnxr)k*@J$w>ZRGS9d%8L_PQ2<@Pd5R>QPX_GZ1w3|&l$gft0mUkQ& z7_Bcw2|;#)ygSuC5$#A4572i{ zK$Okp(I0!wC`ohKC7Km~- ztHcyP4ni^8HPT!T;dY5js^4GTLeD1z+U`a9A-yZi|D6B1p_z_Bsj9nnh|4{BZ>O07 z5=wClJZxowxb!bhZF_P7^@i~VAL(*L781;#&zBvMp4P^abQveam6^*ExY+?&h`VX{ zd0C>SjZZRCf{f7}qM7;TbOpHc#xmVS;4tH5L9DzleG- zIvIXn?}|oDUGpisTu~f5csGx}D-s&XKkP}qjKug2m(>4rL`~24L~7WdMOxd$U7oKQ|>N|L9e3v#qM$BeJ>LR=0tYh*rnp_<9V z^#WYpsOe6({20?6Rb1lJnBRiOhpEiR@t;Q{+j$57^_iiW#fJfv+2@hQwHxh%W0#TR zaq<5Gnp{!W8n;`Cqpql;Tz@)eog2FSq@Q)!(-}EZQr|&?4brv&7NpEMqbsK_nhtcip^=?FE}v)Jke>4p{ildK5)&DYst?BFJjU7=GGvSN=mq^J zi;kf?lXo~Ca;m6FYal@kvqO6O|JIyRa78j_H5<}Tx+1-?7dMc?6?8{=CM_e`717%% zjrNBf(Vf6)t(^Bbu3Ysu);TTej(l@fJ#pL|xXkF8o#XsSZ~m8Y`R0?TT~7t2E4vswh_d~PJ%_?@`Cj@ z3y`@jXq$J`94xe$@Vw3zT3ciro9{b<5`0d%Kj;D{osPJz)%SsYH)w=4v1aj-GMc%7P zFtv`N5PvoWKJ$$Su1KdrWk#Y;s81Sf7@YJ{97%zxa|h`%8Y#fPz~j9bo(xNV&z1^r zC4;|Jb?8Qs6!>rxOF;KhK&X7=OS)+qELoLT|2mcqcj72}S4Pu8L^kN1NiYZXD{?a5L9;eHH zN)N{6Q^2|-<5-VhDnvCcoxkUh21gz!KQQ)81(izfM=39oAm?D<;kM2Ms3)|9f09W6 zR&UnmeX#_PS-3c$CzJqFH(G|z*(8F<=Jl?xjwgeGPUm!RcPdoaXb)=jCWBVN=7$k? zaoj!29A^WPz~qe@Jykjpu5f=hzIr(cqQtv@wyq?>%rif)>d_R)3;6Q=&;2wAGIMX& zwMvJDEt{|Lk<%be-@vo_ODbH^jYk@(xbAHKdRM-E>H!h~$7fBg8`jlH-&={IB> zlLc$btEJ?^vVi&awM^j6ENC>h_FLza4cep*z7RZJbzXK+6N4>tz?gS`LL8%YUVtf4;gYN z8@9<8Lgo&qO=@S0Ac|-B(U#9eAR%~Ok z1&xX;W{V)}G~dVacg3)n&~VLOs{{=HRY`gql)^GWILuGC6mnG}U|6UWq$E4)GwVuV z^0B;B;eFiB`i{Z3ei!4$X&~*qK0I56 z2Com(?5|iV-0TwE;wwdiqm}QqGgoPV`uHxs_(KEth&9i~4d@_QZu~B+ zpALo>^BpU9G9dC&b*)$&9eDX_J&$2@cz0q%T7DB92Du;1PVA+F$JEW#zp8Zjl3LZG zQ$UA}NkPSrc^SZMeI~A}fB`($^uo1+nJ`w=vi9j0CN$3kDaSQ1VZC@}*B5Ul{I=)Y z7i7SMPyItyhmJ8JAoAxHAr~gRV3rrZ>LXT;o8Mf~toHcR2+9$t;)4;6Sme zJ(VKEfp?J~Z!2}P;p3Y_GK5$*U@J%UG#uHmDflYcCXx;A5A*+y%&=k6&1B#6X*SHM zxEzqO=fI6N_W~_42cA_CcPW%{;NZTM*qO5&K#J^%PJcG!{#02EHf6(I&0JLp1vU^l z7W`-XSfKAA8Le=F4T_ebZ+Q&aaG@pTzS0#oJc%_GWxZp=>90fSbH_PwTD4VeHh}}# z@zS3%bvaS6kmqXv>eHl6?<-oH>AS6p3*PoNzWO_Nk8|&fK_>KeH z*4haNzvaN)Uw^|)UUNWSW4EZNcsYD(HftL_Tn=->TgBbz<)FT_Z9wKlIRs>phQEF< zhql#cTgbNMAien?Rq+W2?ype9B5?n8Tc4d?+`|FdQ0WDK9u6cYU2zk_>$0lGqw_+M z1F|&-bc=}i`kJlPPPKTxs|{nvYdGM3Sh7H7CkM`sInIn$vZ1f&k$ts08&17V%~M!p z!P$_q>iI4f=!^$?&UUhZC{_IX)hiYl@(9i)y<~xGb?&;LpDd`Iirw9Ci49g&31=P( zvq9jS>HOOe7UWh%3L0s!;OJEFMEDp6$v?H{xa%=Ex56bfU5mj-*3N3H3=AlT2D}vp zFbMGN3LD?K)1@>A5m{0f6JTXhXz zP%&83DA2|vV_;Wu<;a>=44Px;$}-w4ki5PpokxoW;RS~R7E1B|!cV&Mt2zsK-ych@ zXuyEzzk%nCA1*iNzns{K!CQ8#Ldpu>uWEzOx|f;oFx@8Y=?)Aog!o)Gmcl?%Rz*hG z9fNSc9jP1d;r`V#$gUL_$UYL?vq=Jjc!7cXeg`JBg=#rwOfg{Rz}FUb2?K=njGowA zGobBTz?UFZ20-uiA4)0=c&7YRqjWa|How}qEhLWt^A&r)T8%S6{eU#P*@_9I9Ca=? z6(&p+I}AM`Fd$dQ)@YPNhq@sn^CPizI7;{s<0VYT&xXaW84`l2<+K z!BIN&_5J?T8@I9WV2n3ox^+K^6#;Dn&#im6n%EAc*c z%8d%O#Xl*tE>!rK=J`uEo(ei%opaG_Dui3)z58#83a7XFKWa{)!B6I>TBZaI1g0** zSt=FI8A$Y=x5e*&vEdcoaSGg3)clp?OMz9h$GoOK6xg4+PCw9y0@r-j91h+=0TORu z?i&vZ%O67CK%M_@3vb|PVm;y)LtyG4ekl|8~ zk<#vbGD!V?k)ID_Xluy)?A<_yQtfqGXajDiBTO2wqyW)3PDk(?t{Z!&AJd}3+|I6Z zyFcM^b0`37W&u*kr;7^ON_qKj~pJGnaLJtKzp1VGJ zd6EjdYF%l6y{IszJ>uiN1CMtkPG2ID0^*X2wU&1&ph-oZEuY9>zPM*ddYlZNT=j2U zh-9$qx!q#6o&pn!#sLeraeEHsIJpq_D{z}P{3ZqV%zoSZp^psM_9rLoUC40o?VbAm z!}wh0Rb@{;BSGY3e$}WB84NSGC->|p!^7`6JT^z%{i+`Nbg;n0`qqVH_aA#@AA! zwM-ItNaor{Y$wC_N5|BXs_{8LYfxjfN`_ULww4Wl$q*dC;_hLSp^(rNLB+`68>!jl zZcm25%!l2rKmyq+RTF9h2@>0WHT^q_?+OCCqqU6H*82o=!O8sXWL545R8QpwjGK3nGhz{cU z-iXc*j@6{VT_w?x(?zd-vmf+i4)VafN@R`w$(Z)vmAK=z#OQs%!j* zXXucAX{YJdNCr5!CdC|`VE`d(BVS?&1Kz0(@a6_GfK5ip?{6_+YqwSh-HZVqW<3(s z*BFrB{zK065d+57>In6$Wx{^hjOEj(asFpk&_y9Ip-$G5wm+Q-yAEb}|I}wfu-B}? zjRgkS{im9CTbBtJoW3+A1Fx*=^arsZIr#UyI4?eLtu5tqKVsni`0pM8A_gxj*QR0K7(`kZh?yE;V0FpWt@eh6c4Lt5bYVJXI}1WtRT-{t@$>$+pWU~>0>(zAC2dE1F59lD z{5g$*!+cY6O$!D(KKK4A*L><1zavvL z{8^C7$Sz%}W5MD(_hZw(EZ8h0YE<_RgTL}e_QdtzJTJ{AGMsM-;t{uS& zuW>)AA8&~N!eH`d`e8vQoOiIy8a~olQ2a(ZaM+#&R$)s@*mDdn)sP2biZSr$k6YL9CkkTu2QQddlJ#&I!sJ^mxA1_P;yaEm9qSg@%xICZoS z=hJ6=PB!afa7_*@I~JL+sZP`?DF)~10g>;UFEK&30Q*W5#^>`u+y#z36Xtzmb_ri# z!sOOoWp6utJ>vY+4WUdJP7$gepDLQ-$d#a9A`j7_)khl1^$0YF}+wE2FMh2z`gUh z{z7K!{{F{wa5%ryPoR|!doEGT+Pmm*&44Ioae@wvzehg2ZN_=TVRPLb_`F@L{MSF$ zL#6cPMhFAR(hBy;2QWFXFm`!)%lnPh&?`C0~wv8SBo+R7kO?`cQD`7-EK>E`u! zCk7?3|_w4Vxo=9C-b6*^*9;ueZJK^)G=e`#b9U{uRTPlZQf-O`m*?-~z-~g)Y;saIblZ#)`oCtuhd(C+ z!wj=Pe%lEn%{d~_LmO_3ml1($dB<}_5)s-%i!F>!WWm++KD@<tfFO$V8x5MsD)ItX2omZQ+pVE2ttKAU@KV30$U z@2yFLt0uu}+nv&Z`XGkb?UD{GQ6(dF*)$M&*W+;HK{B*TExEgUCxJ-Jhm?1+i7>VL zq0xSOBFMMyXg>Qg9&8^gO70a*gqkmQW%|rS@ZZIAbJ;KnOuPjuvz1c7CEhXkK}a&x zzx(`xH$D-#*p<4+GUK63y78sQmpBk(YD;|?iUa%C%lt0y<3Qz}#?673aZvJpi~ZES z1Q3gNS+8!I2=#MEB~sOsL8oEJ#}E#=zI zgl9=0WV9)!{AMD|M6dk2+?D{8P>6U z?f=%LLgp@Yt)}*5$T8b(Y#EXS)e$Os_3;U?PK-|5ofQYR{R;dE-(uki+3>c)SS-+o ziQ6axu^^IOe_yaW7Pu1UI8wFoP;rs>Tg=%6So+g`*XUppIDR8J5{weSzE9-pbxths zcSebc)<#2GS$C)le>6DiHguX^ih?^DeV=D+q99G1-@<(^3O=YF4SA3n4KqVe^Je^G z!McNVY@1y?*o&W_Cs@RT#jWSb$1mXLr9^*x=@Jd{?Uga#FW~1c{`6YUi2`e8^`GQZ z(a;^FKp9Yt1ufORw?#L{gNWVy;}$F)#wAGKepN9|%f{0{&C|NjhEcRbW@ z9G4U_lC5O@BB?|O6%VpWL^fHO;p}nt9_O6BId^BA6)HvPV`PL-RFtw3N>NEF>34s< zU*GTdS)ccKp684CPlJp4D-{}M+*fR7(t%E()h%)|9U@usqlOga5RlToMB^yB%Y@dXbP)#8Ez$8U-mQ z?C7gfV}SJ~rK=?_1|&ItoA!#t0_J61ugjxYSTnltsmm({)DHGYYcEAW%mcrUsT3>} z>doQnXG5WDr&_ypG!$gI*00f-V_}7@{MBzwED*Me^sfv@f>~1ST-VbWFpO_Woe+)z zrexWmX2S>&VZAFcyB-e4U&wD$wL_tK0oOA7G#rRt*u-BC!@=R-J}k#J7VZx^+EAZF z!?=|a*J67#7^j>5UKzwf?Zz9e)R!SpE0&k-8W9Xro$=^Iia(5>mFhl%^#{5)O=E06 z{-9P<$SMCP5H@0^&zmHN0Krqc=Q?LNj5B)aaEb&&VU@=EsgwR7vZp-YHN7v$tp4Pi zsP_QkE9L_OUtD3Xtau>jDGk3G&9>`$z!c{|xN#%~bYuSM4z>HiT+SPT!OS2aFiWzO z75IUr#@dTJN*I`f&r9^J-oR0A@ZYehJ8X>SDcGE(q1y*nEhTSYVmry8F5(9luK2s)VJL7UJWI`-h=i#(9R7zMMM9UxMwcfS7L=y?zop#?1Cbx0Ne?@NAf?is zZ`D2!m>@IWu_y=zRY-fLg+pPgTU~|DIt<)>l<$Tk+qG7Sa(AosJ{PJu8! z{%wfxzz>YMh(wP@Kj82``@yW-5BSR-DBi^Tfx{P{mD@x9K$z;>@Yo*+k^yHzvZh0T znAfi<$Q=g8SJpZndIdwR`TXs7LH@v$a>0s~-w$MFtH-pbZvx$@<8n>gO^~$2UwJL# z50b?tTMLJ&<-wApzk*?qn`oj{ zO5;yrzTKtT57bU%&)eqtfs%R9xi{nfu%WW`Yr?|RF_Pu& zh-e_{8go?Ou+Vjw9phLW0&1o+6Hirw!E!djc4v-OKla$cDn)+?b(}aj{}1{|c- zMw)J4S&T2phk&F+s=OBi7KkMb(|=SVz>F2yRqvzm=}~L6aU=r9w=7wrg2G^%BxI5t z7XE%;|RY)BNx z4t7StNbyNy3-wrNxSNtA7aa#?b_@HA_9a4XDm|Oyr6k}MU$-*7k^q*<;Ua$4ad3yD z#5KP$7G}IX<;&?}!R&jEp7=Jco?$*Slp6~xOA~AunK&?Hetmrv6Ay!BU-xOYB*0C> zjUpANc)--`^dB3d?GwWDtpneqVDR3|pSLCvP{=&o)2R^wbi;=lXU;~zoJ{aJjhm6c zuWdWVS``JF3?DLj6=T7&X-RJFNIX1V_%VJ@f;JzO$uGho3fx}^z4*E}5=6v|^zz79 zaQM3`IXM;ql1g2-HrFEo2TQo#NDm5xo` zG%!1LoY_nu6+}3*1hY+2;i9frgOywg$PC{+9I~1Mn^zwEsl%khF|2)UCCUI>>O1S% zl1vbJ%X8{kP8K+E`p|uE&4$8qcec}Ka-d;W+=}`j8#Gl$f{dtH&?9jb_sls5W*WX9 zT$0HJeSRJ-$Cg}h3GAM77tM$BqBSL#atq*W&E9&ohlTK*K0?C9sSsw$J}m{X7J|#S z`iYf|LU5fH?p;kO0%P)J?2Du#2!DQz>$^xXJY2f5_dat8c+Pb45Y$US`*6~UIG%Dy z(%j(6G_3%Cy&(DEmI~lhs2W!qtN`Anx^RJl3czx8h*e7vA$sFB8}1wtEIMnhJkut^ zeEGZ7RT2@ftp-95cZm?W-OhPBrV>mVwmOpAD&c9<_i6Sq5XgEOzkJjPgF%dGfbk_&{O(nwvT?U@EO)@+w-&I7s6!`RfxOg>= z0taW}E({D&;7{fp_Kso|WZJ(b$M#de#LPGI*BJ_2=JX1vS|mfFf=!X4KN+qOo0gU_ zWJqRC@erlq4J%`L9vbRB<&tIgBLmgkZKkY{3^_Bdr&~(NU}eg*8No>bJ`Od-1P3yF zes-?!L>dVW=Jbu~Pgla2Y1n+g@k($LgMhO@gv+D%UYZbzAS&Mwblr*wZ-=aW_-tv< zdwk|^jS@kj$)K>4hH`wKvBZ8?0?C1)0kSAfr-l~bvr74QhRYH`z}0_e5NMni8@z}07_(Y-ts z@J*jsX4qd2)pRndoU>)Hbu>Qnq$Q`EmhJntZV* zoARNUpW%rne?CMA)isj>^Fd146NM-HKOjyZcycgiV*# z1LtQm!J#s2sEjTP3OQ1>?9>k~^FZFr>iyfD3Oit4Uxex_P^}BM}<9 zwT{0DNPv~7=i}e+$3yKcF@7CfJQy>NS0v^qK+O4w(wv<*utgng|IBFnqIaV55qm5Q zZr2V@E{DK)&@K0)?t#$teT}Y7!5`+FRXaJs*pU+FnN+j6}K>{c9*CteTG{&>4;U>P;##`JwkUxTo5IfoMC2>WlXbLwHc} z3rUYcS2ce)MJmN2vsVr!M9El`&oj%j79Wk8M><|*ibkQy3+-*e{Sl}^bMx4b+o5Q? zx99O8r6|;$HKavsE|3(LyJ`LIQcAbo@OGDq3l`_?g)6s!)M%g%x zbQB{$o-8Dnj-=_E2Es6DNUp(NUC=%a^}RkNVpf!j7N1(W<61IM{aynHNd*F;yZUx9 z;CvRsjqTsLs*#Pp{zjwk3$qdZ{WBzwf^3vA@{RX84L3NMJSyL3A4_oFVvlq6CMdUnmeo|;+k(h^)B=|$t5N#gpr_XV} z@(~`tRI_PXh~zC5n|@p_LKZ8NPdzk>(Qn5kdA66uXx+Xb*S4`3<)sRww=0$)C}#+p zbt*x{3LDYXGbJcu(Iwi{q6F1_J7WLOunalZN3Vo@Do2m=_zUA-R-mQ>m50d+M6{ix z%#;&PL{gK-UTRbm(W=Xn;0zxka%rhKzR#VAa%6o&lbwm^z1(6y@kk}o!CK#?zNkd} z@*bvA3?vk0g|&*7BO$>C>;Xr45_&#rTUDz-LZ8cIyyX>1Xhre(fn{bANlNK zjpXqfq*F<#*wyk)xDW{)J`sGV;%g;3Wny&Zp%@9h(3R_wou`dMH)0XRNk%=&4t!hz zWMtty#wH#_M%m1_uQl!kn-b)cE=xVS2MHP7pYN8%jF*G0} z#=_uk#vBr=7CGOvT0o-ZH2+%R9}*%ILC%5<899C2ifL6OqkO+o135%S{cVGz=V)*sXmRBkftH-^$wa1m{VRk{d zjSUH@B(4xb;z$Vdh2eqDV-ms+S*f0+>0>`L9+Oi=LfjPTQV$*y`pvF9#Ed7Q(wVNT zkJ}`KcVFVTNaLUQ?|8>^Aqpzci+=Gci9*Yn-}<0b6*?hMYq2R%h4zg}@5-)FP`|Sq z%V<9Z73P);q{mZGvwSTJu9<=c&X30H9jQW-X||#hJ+$_}Ryu|?s!@>~8x!+LHCnK_ zA@TTR4J!MU*O{7AgRWrruyK{wpvdlrtmh(Y5U#G_%Ms@qG?D#aHCvz-9Wz)QmZH=m zr8mqScsD9)`sXb|KSV|6`tsL0&eWmBm;4fEUFwir*VA)5BUF@(`}9$yl!}(m*7H~F zqat=QA!P-XTD10zSkX6Ci{|Vs5-K^U2(PL0Z6T71CZ0w*G^9|`-nqeq3|T754mrae z{H_+g$Eqg=pQuIT75gMatw9Ftsw_-Ds}cQ)e9rbu)#%@K1<_0zFGKdu$6hE`p|71Y zj#F&aC`%!iO_IMFsp?Ccu!&Zqq1hZ&g`ZVO!$PV@=xG&7?!0-}!mkRs?R3lv@KzxP z{q<~&B?Y}?APOs&(sKNYFOW*hqq#gzvs;LaSTsVW8ff|Ed$;y{(3^~g?@0BC#M1m3 zmYsImjf|42-;e3g@|e8sZfjydLZ{Mt8I$WP5knd?rkTAG85*A$bmb(Xfm*QunOhZT z$K{d~$IlAXra&p(5+tIBYRL zw=@EYY#kJq*Na5;?@AMd9HY_6DQu6-qcc+wh9E*6Zx3JDr!N^kI zQ?dAb0AlzR>iNa^COT$$zH#z^6Cyr*{q$z05pus1JC*O}fJU4jM%GU`AhUgYJ#*Kc zQA|YV0!7XR&CG{u+ff~9IgojYk+nw{VR};TF9W1zC1GvQC<=3NGefV3^=SV)w|=x8 zvI9*1gVvK2U7(}fmm^4@2MncJmnBLQHJ@O<&ds8Q)OsU6I2CFkI?TxYnY>X|2jaOG zS8C-UCZaCQr%w|kgOxwO$*~5E$gk(m1>9jU;6_@}PdDH%-zA>ww*n=G+ea1mn*p8T ziKpUtbuj+5Kj7Csb?Ca6ZTjP{IH-A4PF;HYA2_^GYg~S<3X(mH9tEow(2(zQ$d=g! zVmP8DZR|Zj{>gQH)jnrP$zIInoi+!eVL<#GzX{NFBCZk_MR16Vdh^ie9H=$TGA!sA z13%||GCTGfsJ$Q5)vmXOLLS%1yDm3?sAdqW!cDuEekO_C*n@$tD5jZXx7+}eMeR&^y`DfI-c`YB#`?gNABS+Oj4P~^zGlLjI)g5cr|npf133J~$4(w}hLw&B zVZqcJFxWYLZFk2LY}enXxgE!Vq+y(6&X_;wYE#!NNwCp0UK50`UR9yiv;(#tm3cVgA?wq49TE(=`{^t{%V9uiyfNB;`KFi!`0Z zdfqVc>p@p@@sqo<7eMWJ3Fgj_EK+mdJuP)e83@DOia&p9gTsp5gFuQ6)DFEq?nqK_xM4|h|cY?+a93Qt~s1F=?Yx}+mAPu9igi}fq{kF z5oDSh=(n9*VeVtY()N}+Tr}Zj{1J(P1pTGE4*vy!r0L6GXc(xi4?+1p~rC!f?G2kwfEL5@J28C|oeV3SS0KZP4Irj=pKmM6ImN+*cTI|Sk z2zo-PVCUs;oPN;ED>t{r69k5F5^5uiK~Vcc!21usFStwP-7Obzfw}fOTuFr%Ft;_u z@MXaSFyA7iiz`ha#?(vilD!GY+@^Lv&oT!(2W4AE3!2`9G-v#m8(^GM@ZW873|Q{` z(OG@&4Fp17n@8deAlNFV{i&w$q+#s1pWhmY-K3#?Ppm-g+xXs68JgaPXPAb=++Z%^ zzbUU!U&#IO@>h0y01%#(CjNIY3{vd0esbsrL+By8GwMSasP);5I@#_6D*>e2TzNiF z7(?oOxWsF^2$YhUI0UG*f0_@^glGMxllIPt{v{uCI} zaklcflLl!7b4zwI4i5WmkWDUR!hLnd3oHs5(59!uLXl2~2CskS#^ULKn?kX6g6SaS z!=OjvN(Ud_UH|BvUyVcu@gNsMao={CQz<8N;*-$$Z zga$&SnN%}jr{BShA}gcOocB4+4;AIlR@<_87I=6 z3Mn^Ua2h(%+Ho;*vzz0f_1_<{I9)ujzKhRf$;yPL)Ztdub9msSbj&8p;$SL0O#9Pu z9E56xb3F)5hr!(^ZyP<+VXkXN;srAf%pyNIefgaM5?nqW{dxp&SLEbFd08-|7bBgr zLI8XgEBnI>1h|-Y&93}tCaiEg7tp$ihsOh#d)uAypt<~Icztgsh#9C`t4R>xR8#y3 z{UHKGy}BBH#3u_%f7is%cV>aSPmfo(2LYInET}%m!%Di{pE*%H91e*xcN50J?`sRg zulaDGeKBrSjROaomfbwbd-0IV!>N};!9!pQk^j%CnuSwlHUy0h+hs*zc)i0%b#RJ9jYyx<20&d?cFz zgYee>Q8W$)8>q|K!8j1vxvb&rjRSWSmUn@FR;QXF17Fb1qW&*vSwN@51 zoLcA^Ov?tN-Jz7Q=xmVWbGWZ9lnr>92Sfbq*`Ox+dhy7gERbT~IOHvt14gScrTcku zAvFC}%Wv&G*#Ag8(=a$6?!>*SkS7dM-0!FA>Do3Nr^4h*0=_{i9_z z5tyP|=sndc;fCKggX)1w=sWtE<18Hsva$0qgR7OWj4AF66(d35p7c!#77{oe7sL^-y;IOHNRHXrj zto~}CO8q+(bhZY(xPD*d=&OMrO>8)dMJ=RH^nJX-Pz&C6w*$wUYrrB>s!Mph297=) zIcz^z16Gz2i?vV#*FC)Z#jn&tqfX1;#kN}b`d*@~-h&F)D}rqde^BAYod!YAm^$cN zl)ge-ssn>f{aqz|9ZYL%3TW8XLEdpL@7tku@Z;4$du2x*JeW`17xbzQG9RW)ocC=#T1BWC*=*W%h0W?}%ADJ3<3cp9j7O+iie>`a_*es=4E8Ul5bL(Kedf%CVz4buO3S4R<)WMn4CTdpOR4|EFII+Kh z3crl?H|@_;!N&Jix#^Qy*fYAhpfXI;`&95T!P;6d@tvza-B1e$$EN*qUe$s))1$pt zq^R(jy?36sxE6Av!Uqx$)Ph%$ir9ZlHQ?=t8a>^&&!%Bzh%DNxl2m=b7jEJ-^>P zGxM97FFD%n*`i<$Iv0J({;0}9Ub+_HW&j6sB{o)lxWK{quf@LRR1WSolZ^N%R)R5V zI(2$FCHUOWsE2K_hINs~UmRlNn<+Md7{bOa zk2Wqh6|m>V-u13e*{IRIMM!ZK2YsqObd`m%v9fRf^zJ2_A9k)N#?y8l`~I9R#>U2nqf^2x z98K%FuGm|M4|{sQUSt-a&yt>rvMWrSVaiRdmS!TS-bC)c9|N0;?`Ve!DE{7z7cRxb z@!+W|FD02cHYBmnO2Aac+fG6y6DLv(Zjhasc;pU;w-DRCr3mV=sN|w*wN5ksZio9`C8cru_a2iZ#m}H$8c-WAJ zp$C1l?0RS@Kloa{osx$Ro(BK68RcP9-s!%$++2(nb)DT~nu`go!Rri+bJ2Lau$ZqlfnvE`UGuOjxv(dEO>C)Y*EHtxzR{G&a7SeAw_2}Qp!nm&7eD1w0TsEpK zQ*r?abfD9zva*L38OGdAW7m_#jU&ey) zQ$jO4$XM|Dttj*q33xpxV4j7N<Y3`d}R@uuXz+lW}Ey!p?~_Yo*GwlJwButQv!=HAOm*faU+^@qeL)Vp+^l=wRo zy|P3v{aF=^?Ok~$w_*r5S3alxcfc1LPtV8C{)^dYq7RH=nY1#2)b_v%VpPGTIp>ELUM1q z6unh|lzdgk-eElmeJAQ0jc-B{-O)Q7tn%X~9edxL>_Tyq4;ALu0z z(>oUkwy8dW3L-(!m~_yy_$C2D9<}w(xTYs>v3Ov@6>J6r+N9=xX^90kU z#|}vAdIF{C!nYOcfzHlrM-}bFZI!c1~yzONg*;8XP8s1e?T>!TxRLnp>fl;o*Imq&>USVA*XO z4P3|op5@UXbs(8DNtP* zT0Q-p0;aPCL>VgzWIcb}A-y{jmM2HdN>xxmwz}cm_L?m4zq{w_?$y~aGbfp87nBWB zUmYLhg=T~F3)L4(RkPtq+_Nottyy4j;pPw8`YaHiy2EyBp}<=Sqn{lanXuyQJgH+e z1Ncj7UeuB(@Hsl8D< zm<1nBF&dI*DUezswyfn{CKyzm5Lq{t3DL!2!`>&dz;mOX@KMifFq3w$x2esBFY%u@ zzk5N2@3YZR|2hZG-I%O3+L80z2gSpSgL}9AMovTo?(Uf{$Uoiu=QC5EoG; z_4!gkz3=3M2F+afH=*F+{FXe>=Lv0CnnQ!Pl_^?M6ErYn{9Y9ElMX#U6L`Oh>0qNf zI>%(wA*xTpTzHBGH`1oph~(2C&GkHQHX{#&-$lhUifLea@7KXU)pW>qS9#*4!~l+N z&3VsA1{g2op7-fx!1R{Bpx%B4Y&3jll$gkXI+dq7G4B}=b2WCCXGA{q4P}m>QO<`i z&T)%Zug!;Z(HrJ3q%xsLgy7OtaK>u;WMf4MjN;0idk$Q9wpZz(nm7;cOTXJktmOgUT+c6N4Ihl_v$~QG z@S!tvx#$}?J~%(+pPG^918@7sQu7Bq5LvOdYmpldXd6b4OA7Nqr|zrf(<~nRs&=}X zXUB)0U3T?R34AzbShjF*ln=*N>c@nQ@xedb7$nGih|{QPV!HBSN=)myBbx{Mau&L~ zR`Y-p|7QQo8ZM}A>pw29zyt1;C2u4uc`(Ly9+~XtK|AsJu=*emmQO7jwtdHg%AbEX z^xWjZrc~jL=aP7E^B$GezDTWLbyXBtQ0>+FVx4k16g-f1u_Bbgfoj^rHBU?7zjWV6W2;Lc zG^BS)0G$u%OF!o(NteRK5IaLyR|=fE`LL6gde%b_2lr~9?oIK0V1_6BH?^4$ zg@ixNvrG99u*@m5Adv@(`R)bTom?n0G*eSmwaPM2VDD9kYrVn+&3ohS%g=FP z<&(T?>VkZfd@GRs^1cL2uYOq}Yf%DSo`HKR!Z|=cF8U})k^@UN8<}+bv0;zb+h2tR zEO;`vX@$)l7DyobX;Lc-t|Y1~jakWt>E+46r{-9&-*tFLEQtmEi$`w{d9k3_f+IBh zxfmwSE&A%PtQgi0J7H!_A!x|IR$0ElgyhVVq6T}Jpb%!Ps#L~=XbbJ7<+V)MCAE*+ z-OPY?s~xhd9GD>f?5*UPFa~T3X6)@R%m>lcrtEXlbVyRvo|zBNgWytUPwoC35OX_E zC1p?{L)*J4dzK2^wolnfS90L;d1EI}>l{dxj!YlQ%>i#~!WoZ^IUtl&ju|10VOBCb5_MgtD;ngGv{qSY2qbUjW zM!)QqA&_7^#WrYj4hhO!ZhqTZMS?u)mdlAxNwA*Kxk7#_8g|SaI`zSx2#rqli#43X z;bD)i1?hAMw7+T!RSpROQ%_Rn6-qeF8Rrq*<}U$hrRmK}bwmgmT4fT`K?D~|wo1Z# zA{0npmkERjAetN%ZkP=RgHExFN3VrJ*;&nhcDe*XLVpFPMd>26NT~*}c3%R|PjtvF zi2%K)xeXpqqQP%qLh*qt35HB#f<=@`p!22hoBIaAK3AbM9bFLxdiKvZomvtJIxDB_ z9M6Ue_Bu}Ysb?3Vte)ZEV;BjdG|izOPBB3A7?hIpjRBXvKhz3*Ng$t6e!V;+2A(At z97lGcKGji-fAdD@1DA;c14-_LK`@^@+fY6{X-FvYs zEI&TnH&}TN!l|Yg++u%W8b{Xmr0LC7ih<8hch*k%Lc>(D=5j z+8%B!8r$wYTs;+PqXWb>)p_p>Pr&xp%itZGyzDH{q&i$*Sar{IC68I1F*Sr_p7x^Uafinry zCJ5KN?MOHmkU83Og@{vMN9cKnBC*<4^Y^5Y;C-#qPVY^TSQpt7pK*?emYwP*Ti20L zW@hcRF+uzk^v(d~liF~k{}>$zTp5b%M<4w*774|0>b<)v8R2*$nfmTx^Cb*#lBCl_U2#If^URoz=cu&&=E$)-IB>jIrlx?>PpZjZ=U zS_no$w@7QtzhPMBqxn_TBLYn?{W|~mNCb{Ke$RSX5{5z}Wp|=yLy&%8z0N{jFlzPd zChp!9gzkI;&Eb$>6e4JZTiysk`O6P#HOPW|a@{)GJOsMkt)S-br)Z>%+_5~tyM$B5 z=Dok?LXrNrCY5Wt7hn?*nfZH zkTuY#Qu;yge|{-ZG_&H-&$oW8!YB@f2A$3y(~Cpy)sJ@^)Z=i9M*CJMCt$wor|x6% z*gihIw|QqG_Dd8cFIt_9?u{uuCl04zn#a?a>`kd?aL`uGeRB%F5`7Z1BrF+iR=sx$ zIg^Y!GXa{q)5#c~Yq~00^)kL{%t-xSc^Rcj-$+j=rQtPI$~#*_3Tno$-#O4i!FpMF zclU=BTz2=nVrnUGTzm?Q#&cR(waG87ev7wsxgO~k7S|CUfn!7?QA@) z@M8B-Q7Y;x#()0Yl7siRa%hs%x!6MgQ_D`s#i?-;(Rg((p5`Q*W$(*HyY9Kt)$4Nc zj&i4Ax|6!o2Oi{^Y*8M}ikDqFLY(uy5@s#$n{r^4Z;Za+cUkrU7em{JE_G2j*Ump0h zB5My9$@H6R?kIC{aC1bt*+DMeuA@|I9OdFogHx1g2QL0-vpCJ(#l_EjpOp%2CHOR_ z!^20R1o2z@&s{e;INX-uDJqDQ#mDU@H4Qi@=e%>3g$)PaS)Z)^(Z$RfO^q!5d~Cn^VN7vf=`K5b)10lT_%wC*rbN8Pk3=MDp9l++3~J;=v5 zFNx%|Cv?a_4DVhphwj>Jtyq~%Y}NKHXc6&>vtTPZdiT*)FoX= zWM@y{50u+moCpM^sceNDLO9UbDs}WnL`XU#vZ4QG4BT_w7eW;5;|ZFZw#6`FVbi0l zcQii4!fEwpn>CrSko0?9ot0s<2tueMl&u9*yk&bDf?(aX>t zFjZ7wN`~>%vxIG*$RL-Szt#UO8EmfV6o2d>!z5K@jQWfWD{VM3|4=T2MCRQNrSQvO z=hxA2qbMEvj&40y7f*p>|4RNn-kk+2ovf{dG^n7Vd{}Ie0~HqPjfV%{P$8{Z-f&p~ z64dTova;_%wKZI?B?m zfDUzzFB*3L&WB$mRj0>~FrY4Kq@NhV1hMnWGZrS9V0V45?5BH7Aj^pv+2k<6c=Oh; z9xe=6l4WDjP{DxShyAAA>k8mkjLFg3{6e7XiiT7>6~Uj-JBPQvEr!`~^{_|lSwKpT zIB4;q7*2)gr;TV8!^@GIFIKk}!4*j(Leup^ICL%laK?`UFzJgNVJsBDHRX3#6+{c6 zkC71aQlb!|pM6${UQq})cq-?gh82QCnr_eMs6sfvyzBi@tq@4}8OP5`6hOhd#EgAk z8SsGH z+X{eHu{}rc4HK5X-_vDT&w#khZ1PUWd}uPT`+a?a23fJM7o{iVf%BONqUBI7Xm&69 zHMNok9b#+UkLb`~vqq-$q5U*?^7r%LePJ4WjQ#ku#5E6^RJ$FNFAvQDyGqM0N!?s1 z>3_TTQ+F=-m03%LEzN_qn)a=Ft$C39PRxo;&jXWthNseH^FWd5VYNCx7Z&JpRw7Zk zFm^AoIesD!Y&K9631?_A62%$Uh(YcXREUPcq=-#Kd*d zAtuNu>EHQ0&j8~)iA5`i7@(F}!*qDd0R4H-rMG1mpj50kX&b|UFFqwM=O!6oWU$fV z_Fo26AAcjd=n(^+iy!zd>6#D5T#;+_E9tOA**WGK(7^3g*yDy(f_TW6=WJ z+>iZFL@}GX;PC`!6t#D#9@&?q*#zNsp@Tt zjfJVQ*Yo8wF(5Wx5cpz6G>pn7jfXNL;QoQ1-TKUnz>*7V2;b=sruIX$Z%OBXlE3ze z`b;II|`#ja0=7%mCyDawE2jiH0{5}~A0#>u4 z1~UD8Fq~K!(5(`HW7iMuk);yQi~qg5&ME{O%m1d|D-XqxE4MeTe;A48I`g1;DF)w* z+q_+JAP#?-%djqOh{Iboj~&0c#^S#RYTK&!#Ntr9KZ&R$(2K?oty||vD0DpW!}m+E zSYXxha<^q7j;@yW>ph!<6Fvzf*Ow{SZ}#YUR9qUa?^7DD7)e8y+$~q_r^&cuzs<@u zJTe|zlh4avAY;KHXOVNq(y+zt^kIehbbO|jqj*k(f)U0irq&AfT!rhG>K7BUktphT zXZ{KmPj+ufB4p-Z!fvsYxE?A>bY;4zhf~p=E;>TLK*d)}kDcFgmWtvoaxXVur((s4 z!pdpe9Ncg6Sz_l`0f!u}YK`Qgn@fVkvW+x+|I*3lT|{k|e1pO14x&21&}2 zgoI?@cd{?nzFk~*zt>vH7fDD_sgWc}wp5Y|Nh&1S()PQ*zvj&Ooag;~&di*7zn&IV zR`%O)DsDfp`S`guD$+OnQFwcsh9%sOQYNeDIM5a(AzVSng}3W7yXng0GVCcJ(8%Ix5@YW^@_tY^eCjW9XG1j7? zu!>Qd>KhvN9JzCt+D}8CJ0ix%1o zj^%-54^J)z#@yNBpd!OWl>=W{_KQp`)mr_-FM^GKT_y??AFwgvNZPlfifpVpsjWld zVWUOD3qOkuEZkm88r)mX#G-R+y5?(Gs6<{2p7&>=gUNK)v0xUKmGFJFuw~=Br8Kep zc}^U9C|BanMjrkhcVY`zNPOQH#Mr{or^JJ%F$*h6e{Q83aL&zdi8~X^!s#;%d5RGm zgNa)oMU>~G+D47{t!9PTMyTa#cuVyB%#_ds%3|ux7b#7ZW2qx17<8WMI*Cv+2284Aj5ZzlDC2fwvmywWroH(ZqP9 zfM=MKhm7diJ1|kOAzuBPG6R#UoLS_(9Zg?fxumWaPocoD5tq^jl7wCj-YO zw(GAkN=Ktq{i&+|(s8Cf-TYrl8XCQId=I0^$Tn5W2yG%@=jgzWP2DkAv$*N-Brysn zm&~{KN=Kl{=-v|6;Rvh>QSSU{5`pr<4i#!voV?cF!I~!;L%ZpG-Oe%CJltIF-Vuwf zu?O#Dod`$EnDNK=RDyA}gW~8;2X9<@y_L`lE=amkTe8aHG!mvZ7+%Obh`K7WdmO*& zp{~$yS6YA;5;jDe<;U(r$J?p;+o-zO{Lf=ebDkQQ%lznD-)Ij@q6B8`M-OOjH&^*h z4goI3)mLPrLLo-#>A0ds1TeYW^4q_JL!bCzu~ik}KsPfVRk{`mwmTi}O!$RD_2PvL z&9N{DEPMKDn_vv6NuKlBq?Z8if^!}V3nszO{~q+(?Mj8XR@tsFr&P#cP_Scf8q_q( zbvXN{Lbnc=>zavFXt&*iy)R2b7Fo? zB7y43fJC2dIoEv{@b`>@$&Y$Euo^B(4D~R8dAaojL5&GI{9e(`2bd7moM11xzyyg$ z+vn_;nUI=jp_+Y!3EF?hZ6&f9@IGemqnA>2IIu=L(qI%$(x2MI=d9TZcTEic6TO_ifbn1D3+^<}quH!nd-arDWiNl3f zt$AQ{zWDOsJu<8bkQ1Hd)ZN*6ov2km1%A~Sq_z1{V5ZMIFUOez^}Qm`92dw?t<)F# zxi=3?B=6l{b(#X^Z!L0%)hUo{XQ;-Eqyhsy7vIlQLH7Hylk;;LXd7L7ob#Ioq*oVu zr6Oq{Os^XtnN#8Q=wZnkYYJqv8#V;+QGj06#Vt5QflqZiqVhJ=;L~0sYk^-hXpqig zNGUTQ=^*R;3k@dx4%*U`#^ChntGF}mAEz(-E>>C>GeLiaRnGB91}uB8|8<*F*RjV} z3%}-4!M=If{A4E;oSg1Y9Yrc6tWD5WSE9kJS*cTX8WnatL9u~s3MlTxcxpZw1~%>bESH!B?pqd|ncM_u zpJ=+}?-T>-U#wBQAPQ7o-E3~y5f7$1ejj|#CP0dJ=~mU51PG}6^H z0JnLL9?$p}2QO>onlzWfp}gbb!25wP;4*30zd8l=xgHlo zrtAes`V#NuX%PWZ%a?!MR*ir#-ir2K3B(D1!oaZJM{=h@AS^ApUFo%Ufx!9G z$}>HdutHwX{)~+QmTY<|{cZ12T;W1~cJh)Gt|++iNUnBShoByou~?^wD>{cF_PUQc%8&I!QDIrg`u z`VbU8_3@X*Tm-rrZ@$g*DimkV<^GU$3Bl&q=Wait1)}3keSuY>foOi#C7SDRFm@_D zPEt`0NW4uz9zkE2kxoL_xyA7ykpz@z*At(!CLsBt z$wvB70=5tYqy5zgc;MsD{DnsZTrtwa4!2Ce%Emi-0s~2?z1aL$xI6`Alj5d6txv~- zSFJxnW74s+C3>~9N;;Z6I-ayBOjKAB)?iDSPF>$$8oxs`I_8ZfV&%dE!T%;J^{b(8r#U%JhB~WphBGg{M z@#k^A+v&FwDA=Yj#G(vv?sMT9H}5B7{lb4oQnpi2rFqPuB9MabW(C(BaiQV?#e!9P zYN^;+682a4G7T3Fx76LAp<&g*m#=e;XxQc!&HvMsilSzpp2u>0e! zDQA3W7?Et_>c{^a{Xdrpsox}wY~{pXq;9u17D@+} zZ|=!s;T)fxQc@TjTMCX_4V17k^Jqkh9A7@xM;~p_G%3JA+vT76X9{rjWWo1d2;x4&|3 zzjq1VYP#>R_^=pX%2bCwyjz6cOSkWt-7UnH;#RF0%R)5Nr9|!I@MtDw@ZQ^?LKGO# z6V={dfHG0{SocZ!Xt2;c)bgE;66ZSu%Y@me)H=@mtIfipYKg~@=ULc)w?>f8$3kbp zxgDK8EL49{b^s+=cz(ZU*F2`7fq&x9p{rDM zG>vdS5=F(5!?*ojsL`r%g zbf~)W*nZuLQJ+5i>(EOR5*bLK4Wa#WnCJQX+6iXYFoQ*pDfVm7OX zif@Vy4@BSQykBG{&E&UI(2tb+JFz+sNn&<(IV~idtt!(4&s-dgy%0eZ%SQVQ{+UhY z*=RFxLV7YN8>^hJ43JcFQ1RB9uLg&5(7d9w)l7wm{#F97>O(Wo%5#G<^-(&Gt`nDD z-k6Rq-7yNa_fzrm6#=imovGNTLL0pLITcm6jGe6H?3v{YHVtyU>DVBaEcGQf6=zj_ z)AA*fIPVMF10&h-xU&EJxcIh6ocTOf#$a8*6z9BA>#z`f_NC;vW??Yqd^jlXKnX(L z?_~jZq(g9h$%)Z*JR!J>Z~q^Ls5h2Wje0L#vBE&}RX=!BrI18F)X_)R1{L31O;_Uf z0r8TVj1RX7*nD%kFCu%2n+L;m=jgD@#c(M7(5|4|!SS`Z8@vZ^MnKii@Bz}*D2VX8G_b`Z8p^AU zeP3%Oz}&X3t-RzU(BTq$NN!99Ysbu-H43RPdBr>P!KO5DRdQIZ+>{E!>U`Gy38~PS zcD>fII0XnlLU@Qz(?EENkh57o1BR~i@^2z!fxG6jDR`I-HTgnnTOVb^Xv-slNM;U@ zOd}3nI6(yVo$7{{Ia#1$|F@t2bOy*SbqHR3lL^w?775QPa=olqSNApxO0p!5I+f6=eRPIt|*4#5(y- zr9+s3_t76_=`d#cAiKgk9m+!p*;}8d!i-7K3~_G?3_ou@q|QnNbDPe}Y?U}@dLfqo zdpr_4*&(|XmLg%|*yIk8FYzGFa@WmWoe0&HYcv9^k|9;0CgjDZWbkcq{;!)8$J(33 z$L-^Q7%9{xxSs%l`me_|KE;FMznf*tXA+^)H=?lPWD2PNoV8{fro-fZs_TQ8G?3DF zE&1V@0xLWdo;?4S3cq`kvP`N|LA>m{+~`sg%!~@rL$eaWB=*Wf%a#7zGxI<-qW!{iemIvVq-^5z}v;2?CoY_1#QUpkuK&%j-D-90#txt=<*^ z8sUCgdzC{$YDi#wgI*MjO;gDoqVXWZ{igJTK?3NDt+d*dk^rMgSEYJ3CP18NM9&Hy z0(80_WWN)S24Xdq)(Bg}}Oke|@{cVCjdi$n8ac2<;!GUcK)D{T8)##NUBn+0rc3 z9})_aGve)qMd5IIhF?b5CJN@`10;I+qG9f?set%$6kIs{g2wt13@=U3CSvreG z{N^2+Uv1EJ+<&_3oD&j657atW`k+JRQcvJSFb1n~A2gW?M~Q#g+$~0NI6(aob4)27 z37bz|vT=z;$8&Gz3VC9Yx+^xrNh}U8seIBDJw`zN*J4TWnF;9nblIw?FAXC|r!)Z4o&u5}R&OoirPa+ZzbrD5Jh}aU7GFtU86Hlx~;-1P(?4S6% z>Tq5r=4{#TFd~4ke2a!eX*SI(w_Aai*s)B?zf{o7iPv+si zdRb}Fc`}~jef{X-_dLuLwv8^DB4LaE_pwC^3DfSBl~m`FF!ae4CC4lhT0f!FJcmel zTFL#wTSYRy=2P{y*hRrILN?b=87lIqCfDx_rr`AYwHrnskn!$9@3V$RGB$25Cbs^| zL+dZf@wK^Rl-rfAMp#3^bpuDbONFVpVrSj`YaeJ>Fz4&k-N8VmrtX7VTv@n%--xk` z5ECcmXAf_vr(;cA?~A}IbnLs7W;}n2j)vRQLN&VyU$Ztej{6i5;e6Fn{h* z%}fSP9GzLWBY=rL@2w_`jaXPBq}oAKw)jQn#+pM~BFV z;tjXixNt7E{zW|-EpN6|#k;X_)GpwdLN^QDQ+wO;jS}8R2KAw=;S4zdnsw44-{5W-G-`lQZNkvk#P2@8n4j;z; zWLjxa(La7kK`@WQjr*s&c5ryIZN=d>a|b%M?>OG6A40{Nm8%~&=~A$~O7*NHryqUW zf#g;~MkS%{GEx>9@8q8(`1X*|9M_L0->0CEM@IOjwNzA>)J&M<@MyV-(X@my4J|qj z8K2OjqK0$Cm~RvXFIW$L`B+58I8<>s@t2G|7)Vq)LPphq51j*?e#`aMbvW5@?k^ZT zUMEIHqvyi8SzoE>^&i*c>1a;h_j-R%e3FMkLQS8`(nwflNXpfZ&&A6cfyo|>Y$VN! zH>q_KF(3NXUTI}xStX&yBP$!HkMSldcVuI@+C6#Al{u&?t+?{Z+DsH~s$TAkPeXn4 z4k&7*r=oyoQ$>bW%C-Mj;91 z{D=#m8wfZjtNl~+StJg6$h>ir2*wz5>(cXfL3oFI4^85r8}eqIj1|mwMxw0yu1jAm zFy=<Or`gb2=Sv>HHTd#h1fdE8}wwsmO2_X5Om)zhz0tgn2zu`7d07a{U zDLsx4>guU<1pG_@bN-E|5;mm3`d4iA^&G#u|NKP8!{!XIRTI!ianA(NCqC_-cA3y7 zVo2G{iNubKaQ>I+P?o)EZDMXJe0dTlK4O;!v)BEYUg4Qg{Y>dtyZ{mW^Y;Yi4G=+F za^3#*BSfg`87^mhCPGYW(HKdQ2%1atVyPc9z`*t9cY;C&gxXbP8GTHJWrKys_x7X$ zk)9UU`XCKV7Geta?Z|{aY18=zy-ZNFyZY5DBon;n?W`#w>EJs1VEe+kG-!@wHLV*m#5Dxg`pQVj?Uf zuSJ1Dma5#P>2RpxX9WkOg~32!mynP|Fiaf%G&l(UU{fk6DtXZZ2K$7(6nrtM<{@Zcy@X0u6i7cQUew_gF z`=T0O`X>Qh>x^5*f5~97VRS={elm3I8u>n|nGCbxZrM)D1kgCTVb6S0G-#Z(OKsr^ zhbAX4onvOvAdHE&^Rt{eY1N+$r$mBcHx~Sx2m^bO^!xDL}r3S(3R`s^e zJ40YNEZQ?6ClH3!CJyVq@rC9J-hXQezR;dV-*@z;JEW&SePf&C1U2g>PZR$;3-aR& zH}&E@pfQ{t=5yW`%Adrn4RG-XN6l)t!x4V4{=4Yz+H@}{-F7x1M$R9Ga%T98*b(*=?cCIy-u}yPT)Be{`<))6R;+5cRzjO1bd!mQ66q{gLOOD)3#CW;D0yo$NqLt zXm1M%HdVBTVd|382#*=8knMUV;BW{_ghaGP_S&G#-qU}dpYp*kclItBGzX)NDDQ?h zQNh^S`zLSnNneyTz3*|~zzfILd>n>Y7p%YRXymEqg7!Tl`vtQ+G4#-&u`ag{HjA$R z@g+P6hj%`^rMN8un^rEHoje^Xlb`82cFXz9Lm^#2oRbC~cV@m^1k#r);8vl6M7LbJWH8RSXJ}Fqf5Um{Pl!hi}M6H8< zXP|#w+?94B5p8-rqxqbOXtE={@zNe5I(LT5*G^@jWY&uPeO5#~Aph7|=q?exl?R`2 z%jIH9=)fuaCnWT|buO%ho3rPA>H;Ge6b!kgC>p0i#fVPDq*dJ%PQ7>?g9ADHom+FP z_&yo`#pvyyY9QmWPN%LXwPaM6n&0=`ih`vV)GT?gP%v2``DJcU>x*$b(FN+|zXReN#q(kXsQvADl(s?v>fWD^eeG0$iAi18+zwZ1H$3b?g$AqtoemlyV zpNb{lZ`w9#P;ihZW-eqT4}%XY*BX)X&|5f6ZA%^r?JxQnWEYa~(w?BUgtH{no|f!9 z7)ip~__HH-PjUEprG)q8ZzMd-<$Z=%As3w&&-w)%%ED>+tDoxK(y+Amu~!673bqQ3 z+&EyFgp))IVl6oVh05g@cWh0-c)ee@7xWTv9yA5F|4zU=4*G643KH>(u%&#WB>}(D zbe(mwqEKh`>eojfUcmG*(YB|vfk>=)vF@F+4<>&sQdPR;zt?u{c{jJ?np{8~YkY7N7$Vn-&{ zxdF2}?sDH*FFm@5PabMOqg?b@w zkZ4Nz&l8%*U3PgjxS>zM=7sNqE2N)`xND}lV&-(P|79~*r2e9}Pf2>9Vx{cb^WQw- zooHkxH|7c3gq86oAANAk`VsBUkRQbQO-na7dmv0cGka3-5~`0jj9gT*0Y~!g=bxL8 z!MN_P@1j`~kfu8$Y~GJ(a5PU(c>Fqsqf3Jy+$^y}cjX38TMc`($U3!{Nt}jeQP6-((~5Fr8;P0(o69?eEJs(d2^Ek%dD8pFGf{w)U~kGam?zwkQ7kF95ciC%q1*hCunUsIcOV zaLjn#D{#CN4d1Um2{Ca|i2K~+BU~H_>CImK#Dz$lURm(Be^Dfy?v#1|nT~{SA?5PZ z4KYy8KJfMYtvEE;$&WXyCcxym%G%wIiSR#MDqwv-38wkCC8Dg8L9ujqs6CN{%2s~! z7};wG^}Ks6%H|pp?Jf=tnkQiaV<*$-Nsx$DHrI(wL66Tbd$M~fDolbk`qR=N9;ecaYo(*iKe3@aI{_6Ck=0|OjmU2r@{ZmHY?^(D)i>Hik9W2A%u3-yTdshgP~)& zT_-azXQ!aPvLOpc++~|Jo@8U=`Yjp5Wx2?i@$;ViK!!@Xu$VZP__kpAZ>-J3kj;kI2g3zT{%*g_xnAhIufa z=)L-7E)QzAm&q_^^1x`1U-fQ`jFU5WGdCuZ@xpwg=btONaLaq`bub_o{tAmenzrZS z__WIAyhmirmYryp7R^J~lA@C-q6MHBz2A7lwh%oYCcA#Hiy-)`$1dPgAtvIr=vI-1 zI1xGYP~W!@58H2lm~|+Gb>5Sg4Yh?ZY4Dq{yb=E6DUd$*(NFRP z1x()?mh3JH%9~fs=J--DH{nQCTt`8A$6^gBaSFW0Y;CoKDag_!uUU4U0`aPV`kG}_ z9MyYJJ7G$NkxIwHG)@VxKkvb4)rFpReo#fkQIJk%=%mkMdhv~d0C}c-~DulZAK|{d7=9fDK$d9M(KH1HWRn~hHM8lscwO*_U??5Ulu|?A zD|GzV-PhF+M91Pm`g%bs9eR5d7RO65Fk)_eq1KIouadt$-5+P*@CmYWcv2ZS{dwEw zZOiZ{;_lNX4g(3iC$bOMG4MJ*|7`0y2D)#VywIy+V3X2uJ7y09a%Shh7Mv^tcKEg5 zoh<|JPp`*=xlCML8_s8*$wXTI#MjP4Ow>N=2;>_o!>RuFZ=9ZS<5#ymGQ-@s_4nkO z6eemOkPD(s%dzUx`;k8bkh+Q-Jgrd7i~PqE>n+q6UQ z5F1tJUl~cV*tk3pW3$?_0_JsbAG!RwFPbv%u>y9b}^Nct`3 z-T$!?C#c&+!`4@V-a55g#;gMRJjJT4dhR{Uz4zCw;pY82l0ET|h1s8xNsgl|R24pb zH_QD$s~!fI&hWAkSsJe6V#-GOP+j>`VK$ndev=Y$U}0gYQ&0B8awLg;MVwMOGSmZa z_rx+$$q;+lD$0c0rkmjxs>?8DC#Dzpy9|4q*Sz_+jEQr627ZQHm}q;UyK}yS3Db7Q zzexusL~lCO8+<6k$x*>|r&pKZduY*skS+r)F}p)`t}(#5`Ca-~7Xz#0)9>CKX5eDV zgAW@d$`G5yZad~th7Bflg03jTyj$}5XF_Ed-6Xiwj?F;B(f&(5<8*v&9(wWIjgCvp zlSi-IqT`1Ctfc~zj!}K@pWO*`93BZ_jbEc9Dq`%KY(E``nywX`*QMhudBW>wP$?*_ z3I3fwN}#*na&DN(3XNlMLGpaDHOcw zjtk97r(pTm?0IoXD!QJ$cZxVdfm3dG?Rl+YYsR@BHbv%O)tnVGeLf3!8eaGx=*xm``bej~ZWaU!i3sP@S-3Cq1hsRSV5@#9`TH{q z3_|qBndO<7jlOp5Y>6V7T*9N`kI#O}9?dCS^j%27=^W9sOmx52z??XH) zQgEmEj^3}?RJ1)1zaUFWLl>o9c|a)zsZs%=?QYlbE`B`3tRWr+E#_4Z6XFmX)R^$* zaxBbQg`Xd$#y}}`vrg=_7<82^sdw>-g_`2yoTw+Uu+;VzDl&^k#N@z9&0AqmZrk7? zs(KkZ4!`JsJ_JDO>p^S6%on*Co9m9wd4Y36+rCTR8%|E|@2+q6!7Il_Z@*7@q0Y`p zgv9Yf%kA0pm!r;T`TgI)Ul(jZk@9{2CDs(AEol|u;T;8F7=Qi;X0O-{~)abc|THXlbqI{MXW9i|mwJD}Tewe>VXD*tkGr-c$B9Xh*d zozFSKwxaZL5${F9IOJoVindq+Z#4tzsu)I?2+_ z7fyt9U-j{C>NbQlN2RxV_bGz3d8pzDzXKsX|7di*t`{Lx@o%AI*qadQ54^|z?oGt` z*UA0h@gc?oT(7hxcoAXsec>@bFA-rD*Lv4qF(XJlYiXPMb`T^Fz5Jbar-`tcPghq7 zoFk0ms*K5R?TAzp*VfL>=ZTiJDVDL9xKZBVW94 zUFi1E>|Ut4dGj<##Si%=*GdzbQR^KytuP|O79G7=Ghs=DUF@v8eaV&x8+HyH=GYJv z8pGyh#W_Or;_`-opfd!=P_fO@(S+bAe0`j%a)IDEb|CO|xhFCG=;|`J5FcXs?O?~5 z$NofVw$tLrw}J^P4!uS|G{)F$_;m!{NR|wZt?^33$g9%cNsuaIfAVDh0xO<^J zfG~aTy1<MyvJ)Q)o)^E|tWn7L98hUM*>PWOaBiHIV84zKtCie_}Rgg|gAF(Mm z1Zlh5w%O;hAc;xeI;g&#AZb4})AQa!v;;Dq*{#%p^qS|s6Mk0UoQ@PNmT^Y)N>P8m zF+ZdppZ553?kc+FO&?$Sd<7Qke+}Sc0J`};o?_Ac(6rRgR(RAKirag4GB5ceaB}$V zbO5)X$}c@hOA19@p;#h|6Nx*Q;!aJ<#6m@J^txkbG)mX*u3FwKSqZtW}UE$w^wnpK>e#=l+a}4}vv#xM1$K&vwzTpirNnmbI^fj(Z#<97{ zgBt8>aPUfbn;)Bq*HO3r%o2$(5mx=YCgmC)^PgWASeJ|+iLb5h_NHQ~^|SSoJn2ZS z&aCS_or$|8KPY;IS@_#$Xe+%T3v79cf+U@ojID$D1xveAG1ZOu*PY)E|(C^k{d z#!;c06C*pa(H3#*xs!Z0lAP6VQ$w@S^qtz|IGF>!k+RRNXUI@HU%KVwTrN5?gqGL7 z$$<)|!`Jq54*Wh7%T4`qpeZS1vDqUB?8YmLNwT^4sNvKjwug+oi958PL>}x07H8VA z@*(;pOJZHM*sL zk&LH~LlH)6^U$Cgbbry)Jlt2&)PLKahY#%w>D{JekdMe%?8)VFe{YeX&Oi<_x^_}O z^yENl-}6OP3Ay+s`N#g38X3Y5R#ILa%|k}X!n4!M3$SAypRc4qAwGY5Cs8t%k9}Wk zc75^7hyCF0W2>z4k-l{{U!?fU!>xV@P|J?xp}rXI}fn9dHT9Y zy&5`4g?r&*mgGAsTp!;2w&ns23x{Z8A6J!N_P#pL>6y z@#NjhOQ7~$U}0}@37FbLqambH+z3wFmLE|H`N~hTpJeF>zMu_#J_c%s%uVxlGoZ8W zVn)+Nu5VQRIMHTJhxqS5&z@?~vHeS;+=@6lem&Gk?fpQ9VkDn`Z65>G3R}tN?l5qb zQ!Ks0xeQWW{%*(bl;LjWn(d#s9A`Srv5rn-V1?s>E%MF`yi|9nT-eCK@XyU>h-e1B z#fpD7`oVyVs$2O-BQ6InxxKBusSIM3BMT7+neeyheYv5WiA3Hsi4$B;7?tqRR`^r~ z4eJ|KcMX~7??sy>n2_cfKe1z)iO$u!-(nQXq5Cw^fgqPd`I)xnZzUEAgV`NZT`VYh z?TeRjVdGz%pm~%Q8?uwPdgDyE-taxJw1|fVa_#hpVMaL=`L2YYl`qGT0B!iuI1^tv zp2fv6ObFKTn`_E5xjy~9saT7NSbaZw<6b6OirySfh%AG;Y^P2JlL39J?WDzA{>^)>>s!)l%8DDfJ{7GQobsLystRQ+?;joW)%9Zv>lqMr_*d7-^|N)>|2-FeTZ%`` zDh-y~N}<#9;p9L?34*`RL<(z{phf9Ru8LL({2T<$-LZ*9|)r3qTZikM_4|ErxvhcN(FkbVd;tXJPnHS%DuAj_Vqcqn0X`0T1Q>11gL22IRTNe(m}PH6+op2xx2a-GYflbp zc`sje+MR>nsz1n2CUT%rSMo>JQ!{{qUrJZxnR*gu6b?asveHaDfhjJR#ol%(E$1505i-z2gJhQ7U z8qx_{r#AnHK=;vAQkBW-8-XkNrtXV2>I!@fkH@SzKt-+hUr-Or53Jbr{?t4D?96(7R0d&#oQ zI5&bbnmjIN>`0LIx~8Wjm=T^Y)*py7up`0*b)N57>OyGV+IT?efD7Si5^p}1<4y?e zxJkR4<3gmm3VO^RJWqsGM2;(oTM%JKPi9lo_7N=?r1RgzA45xf9RKG(TzeNu{(5A+ zKGAZz@8h998^XBA(z06h0+A};oHb#6f$+TQyht3`E(1d``2=XAlX8AYOHN02&M)etQb z?#lZXjzRj1NO*U%4K!nvA1v>=2u|PMcSc{`xp{fS_hkD)vt(>qKQ|EL?FV$;z4U?5 zuZs1jH@YJ=OI)y^-x=NcOJC@D+oRfvc5PFZGe{X6(-0qLX!dnS#s|0|E=cG4)PG(e ztz2oI$m@q`L8F^*j`+cI>c~i6-$k^9=XGj7;pQuD88@S#43hn|8LcL+M~QFD57|Tz znq4^?U((JJVL!ufjWg8H5^UnWx%ns&wrz-J)@ugas2bkA@41{mB6X&*$dRa)+7f=s z*NNb~+O+NW)k_3LqW71uvpu2svHV2za$7?4nA$d#bQ6NKVQ}NKkLpAiQf=3UmEN2DHWRzNk8{>NrmC~hPcoJ={U6~{du%u z23CBVb$jHR39Abefx_n5@ZIGrAYhaW_rBu4>!fm#5mRf;P|Lw&z)xqDwrudNOKbIO z$cB90Ax))AIS{tgI3p68iw$;)jRkq!_qtTTSgJV>hb2ceqIC*TO(_s+yjFy(&8Asz z<_odsQ{`*n-a@G99&MX#EJRK3Ku>>hA+j!A_Wq<(1f?$aASR1&uD5Ej4!Ib|Qd6RT z8&mN5(fNL22^H37BH!-da$)H6^p$VAC>T@Hu|ti5Gt~k? zLJkzX`fuAB+D8g@?>d+DmOJMfSe;M)ZlFPLjl$ciE*i#Oez8sNph57MVVI~h4dX)} zODP9v5ZPwdW28jGcCD%YaRnOWXsz;9rZjXscUsrLo#R$gq`u7P638)Az1)|T;)rR> znwH^Ggs4VIb`Oy&I$N4xjBab0EbaH z{tXsom>?C2sLGe&w~3DGO4%~x)_)I)km7P>J$YxDcp1L#xu5ksvkV0_Uv9-{Fj4Kw z6RVQSM@`Wv2gl2k$HVD8&|F! zUPnL2M#P+Hs`wBa9$WMzf|pm|Ncq~hGm31K#_tZ7S75=X`?Y{Ki3R^gS*!4na_sCk zzD}Gh2PfoD>rvx!6z+-jrw5lqrs{tC{XgZfZ_?oNyu!kLYo#D*1`DIJW)jbTl*4k1 z2#=;@IsBHZQ>X7SVd?&?&&i32SBK40dDEGgX()P~dz*=mfkny?Do6RJ-QBc{#4zZ~pNZFULii zp!mwOEJTco7#d5nk-Ov45+8vIFbggEDmp6gZ7N=)x3U7us~oh0Qz{^{^7Hx#_X^zY z?8v-xtO5}q>M{?XB|Z<&958)aiGXO}Zyx7Q74TZUfE}dtqQDNfh%BZRa ze@j8Nu2>B?#sa;(el;+P3YpulU4y27?Jvz&)~RN{%qZK{|5F?en}8`c>{9CZ`CT^ zy8)4(T~8uvZ{VK1sLG$t8(0$hadhgx8}K{SBva14;J6qLmqSC|a3m zcWbf^)(Io~w5;lJ^-SDB@xAqUq`LDHm9HLY)d^CS!*w`VQHJg zyHB6D9^Sntj8Cqq$3N$ni-JznmnA9@S*iz7NJJ?~QArdPQV0pzm%HKOau?UW-zy~fDAMvpNK#5F zq|hQsrTX39U*|RF%xj)GbLN>d?*pTMmo7R~!{!ycNJ*j^`^wgb>L>BhH9N;Kco!dX zs}}sHE6vA|W(koGbNP7u$It!N6c10Aymajp7wDa7`Q9bTM~QUn;}I1;=APSPoOh20 zR_7Myx2JfB4zoJ9Xaf)HbgwvEQR2Zkr7ElNZ56^#juaUVS7H6Oay7@%D$I!vUu-&F z1sm(>+y6v(_}jjraKTU&6xJuGMg~+tNzv<%ta25)Bx~kQHdmsgTR;38trA6a&t}!r zmFR0t+dmxa`wAFF`SL5ZIX-wOPt?@qs% zUk=VcLm8@OIo2(zKSAj$!*?g9e`i@4!faozd)8BijBB3ScZ$pK-XeFKP)QkzR*s7p z^_F4oft>>iL!~(HuF$UeumtX-YRB9QN)T`_O@f(N45x`jlN(VCi$B5C=!?Zjvi>us zQ&5b@is$w8U5Y`h%pdT1Ta107Ift1F#dxUw@xT?EBD8!cJfjm@2uHQuT7FjxU|T-- za7}0dTGYR(Dh3tcrQ)$Ik-G~ZeVu!K!-SZ&a;p@tI;SM%S0$gSn@$c4zlh#CasUj!SUIb zIm3cc+;#eLu`v^?4-~s+Qkih_=Kt#Z$V7!vo#Br}CbC8q`hTy;K}q3*^ir{Ge5<>^ z?B+fO>^1ExZrCvJski%gz9j=c8t2)i|6;(ZQ39r=*$9*wzFK)S2k{GUtF|4^!L1)p ze8xU9;Qcmt)^jrhbQj4Eu5uRMwaCweG-l${xZBvKhD=ac7OHvmnTS?DSe`1Eh5jp# zI3MM+@NdIJ{vIs`Y6lmu9$1})6OnnlOp$?tFYPP%x9Het`mnNbDIK#vEX$rZra|;x zfl1xzRD79lZ*)E?6)T(;D_j3dMU!iB;-eL52p*02;hU8P+3@>wgRD}Ktg%wYoleDt zFj}!?4h69v$99SABxB9Ko`wsvB)In$Y~qclz$H?-Z{!XMu?CGA-=#@lAB&wer;(Af z{RekskOalyL%FPhWN?q@`$d0GK)D6eW_e2--YzEWv}|JGq**twX3v*W_{nFN@~ItEat5|DqvC2Al%1}~nI8)M9_W8lJ(O)Kt1qTbwUoKlc+xajj9S^_=egh6@t7;sLQ&N{A+MZFr=LdPcx%CA>bT`yfj z-6$h8>Q4wdOEgpJ60X3+Dg5ZE%s^Gd68zo&OwEahTf#S3 zT-gvpJ5{7xf6rxtQKtVY?PD16sokedLn?}>DM_nocZ?=RmjBYb(Gx?sy{?g*vnrm@ zV)@tFTgDM>4ClPv+v5lu;hw%Yj$nQ6+p2Bi(S-hv()`P!(M0A!C9@0Dam2RwE>dHw zk_h>X+dCF~Ng_aiA3x=XybG@D}`7!ul&(w^CW_6{PWztPw@of zxAmpVC*uf%9e+9<|HTt8w%To}(M~4fXXhCj8YUB+{PtGjSqkA^ve2sebqdkFJS(-? zA(_w~Gc*ZlO(a;On!Rei@x(^4pt9nicw)WP)Mt^wMB>21=<^Pt$;5)Y7B@Sk8)V z5=$Ud{;N@rw~8m~R&PChaU_9Q{}~olPc!cPzrw>Lg-R zdE`@(K_ao@=Ii@UH^vby>UH`nHKPeFipeJ-twZr!Pvd0 zL)VFm=i8M-g`)}Cc8Li8geXFCx3uoei%4Spu;I*;u5hA-wrT5X@)aUVZ_w`WnqXq4 zme5$^7)m&waTcAwGn|-Ai9I?ZbB!>|P5&#o{2CFVFhFl!ca7+M)mm}rbU4v=ZDdHn zAcT0S)Ol$m_cC#zeVyX{tc%2`xmzE5<0Zm`e~(NZ2_%gcj9Ix7|9L zP}qFwiAZ5Qv8dsps-7TE+I&4_57wm+OqpMXH+{%Ny`UP_s8a|H1BbBD#S~)mn)Sx3 zKq7ctgX7tLWI}r0f)ghaNd#%P?T-sQGVyc%bG@SFG=g-c_TcD)RKh4j*vDlsm9SY# z?h{#ed~OvcP4{yrq{|9?9C)PbLAO3w`CD3k9R3;a2Jd!2f9rjWfJSS z9a?yQ9hP+f2m0bI>{zxZV4ypPW_$@co?33m6qn6_ugBqQ zTl_O2&$GXE(I*pq8&^xHyJVo$zjWy2A37L9C)1TJ=;(RB%WsIFgWFGfP&Yw`Ub*D1 zgIO6^FMXWzz%mnol{t2Q3bNp`(0S&=0R~>*{x?Yfk%jQ8Rh?%?GjaFoaoGh!nOO10 zVm~7~6OXLfUsh^lB24f3pBJH-Fx$N5b#Qkkg54-z>ie=FA3iSmLO&bNeo}Y_I@x%# z>UVtVS_Y~=a=wk<%fgqE-B!<=ve0JacQWZ#7BV&7ia(ZQV2M(_*8-Vre4ej)gCd`U zjXA000$(QfDwz166VHL6x z2h#oy`%L#S(fwVG`NWZhc-E|A!w)9T3L853Qgfhqf||7Kbv7bK)-HAIW`L#`D81n^ z11+5qyPH(9VQ^^TL{)b-T5LZo6IIVa=UM-Y#0Dk~-oI+0wmJt!J87pWw-{jTz8K?Q zmWB5}y2R6dWMZGjr{jj-GEw{=Q_XojJ8#?|~c2@0f6`Kb~Tz z#Dev)ubSc(EX@D(Xf!&Lg=9&-%+O~R%0Ja{Z(m@eZLV$i!!Z_?icaper?Al0kkUA~ zh=t?w!#b0v566tjLpG87jGkSe-6xT?)5kh zFmb{>Z?-Rsg#_;D84G0rcNDA|HL_sCNIt}JMxKr0H5cn0$SfE*C)d;_3%)nM>F#Ma z7Is)q)bt+}_;JhI_yLav^3k{*`nqhejSiH(7+@o!qu@=+F%A~RE?unnf(?fC^cGV= z+~#YS20N><5nJIl>h+U_ZE8o2OV_ZGyvw|4WDgs5{d!-Qwy|+8@<8FS%N%qFhlpvd z$wkk?sDVdQ9N2AcxD;l=0h{T!Ds7yN4x=2?d0<0C{$t=!gCGud323foBh4zlS9*wz z**!(olI|Qh8q6IwPU0Z>080OE&4rJvlw8Pb0dFbWrf=5fz+=&{r`a=sy$)A9MiCn= zBGWnz-GY56OE`$DaqysO8GYdu4s_X(_Md-paF}ZncQrQ`Dtk8uC9UQ{*4*1I#4i{1 zdZWYk%W^TFa{ZaVd@i;`tX#*D$;DBrv8Au1aSj^@ke)wOb&U?=0g5V{nx~zT+ABj?y)V%Mcs=0L-SO* zc>D5>dys%H-*w%KJh3+qi$?xC*Zw^Z)p3_!DqH1&rn2+Nhb%70C*(CT$A!}*STUrgj*gigwDSw zF~CKdT`|9_l8fr<>D!9s0zVb*Kl@$Gh3AFTbt!6j2*0FR9vhek$-h6f3jOj091&?c zGM0}&zb;&~A?2gH8zN5RZukr{&)k!bwekj?{`Ga70f} zF-wcEq_synJgFGYQk_<uLq|wYgkzGp$5~ z)9ZEp(Upj5Zhhb}Sc%R>&%WlBSE5j8%lLe+N<2!Q6KDMY_Z2(GcS>Y|94UPHx?r8J zy(35OTO~>r=al_ERt4cL+O55uD$r>?dje2}^19qZbuX*n^|4XZ?0prqw6kvNDDvRT zS~j*=jR)?MlcoxKJgmHa#lJU9AfN1iPdwxy*s^kVwJaaYDwK}BZsuV|!{vuXIS=+X zr>FYCL*2WLOEZdjnB?YuaBtwDt5M?Hy6-$_yX{rkZpw#i+h&EnAU^g>Io+$iC$Ph! zD0#&5(a^_iX$s&Y+N|z;=tVwC^2yCHHhjEZ828?84}hY`uAu zn*N;+ms}?uzbQTvN`hq`w(%jRc(Pa_j}PfjTdG93d;~wUi2cUlqwkeQh4u|Typsnd zzfbV-NwHf+L#P@Z1@@mkrK>S|`_@VOzkK{^I%#W{&Bqp}B`fBgjsfIi>vchh^HsYbhXX0D99S^$?!|Ba7!FqPi_%nANNcF7H4Gug+CH<4o z|0+1A$;lz-+A4^}o-Di`T7`~i`tguMRcQUA@h@+46+*t9TJ~mT6<+^vqo*FN!qr7p zaTRV=c=R~5WoKX&T0FEH4Hc_UkyC3oOshoe+qdynu9cw6%zpnZR|&U6Neu;}mAE9b z{0VEi0;XTZbjtY^aNA-S6x~z-PGhkJX-y^aLZ2VrT2+CVKH0gR$`x2LaJ*9gSUEfv zJE$e?EyJYQ$=L^2%P`0}ch+!m8S2$-vvj=5Afi6sK+UfVcU|}ow{y#&Q&8HVr&oqI z)4hzjmrAjyxnuC%Uz$U<1LegirVRU-_7sEHmP0-NcqWHp2^fr8)&j8@zwLG_U|#0lwSY1oO99@AY=u7hv_$j#pca^KsE_-(k+9 zJk*%{yH})@hciw;ib`v^xc0v9*@H$wJ@qlNSSqNOye)dsvTa-(T&N!rD5z^(Gjr3| z8}bl)e}m)gEnK`PnG6v15Zp@|q&Kz`9B9)lloqoD_k&33#l!nKIH~3I{IU)Qs@Hck z1xs@fGUs#RVrvdqXFq9ef6hTq|KZ}-#vF{SWuD!>oQ*ool|c!!Oia#s_It#iiH+rv zg&wIn@Z&VJ>NMp5i^H$Ge#$}4?TOQxs|9_Uip}YuDkl8%AKv&#XX3z`nHsYd*?9Z2 z;wM+oCw2bpdYqn`iOIK%yRCyWkfy(2;9(UVD;rjbi5kxaC2H9=$GFw-}>7*6>7|prd@V4^f3LFKbxW=p+=~yf07EP zf6xDIwWc9@Nk!Ec77Y>g;_(#wROm;3de!wRZ)ez)&qlQ(vA6y|@+D+wW6x>78=MpUX5j2Il$<`_r&K=#WvzJSvKA zOVpU#P_R!?wel>54DaLCetUJvSUbhV+D&8}vQLdKHl|?1I`K_Y;}mRl6FYoqh6>&H zg^!;K_<%u{)f^wBptqkz`sPclVG#_Xl+ey5+a3}r$+6QQFZh2N(+4w zHcu$e6CEXCnNpjZ=@c2Aep8RCtSL|r@y>rVMuq`*R$6&A3A`p@M={J?NJCg9$;rEdR6G@;eSayDxOM-dtdWp!hWZbm9b=K!J z8OOr&WA}effzYJ#{LL*%_}O`1`$l>KwnhDE@$HL;n`xoUy3TkQ%(Ge)Boz;hEpk{r zl!!ALMdo`bNf@(Qc5AdW11=}}}P}522+r23ntGjYvk#8m&cc#CD+L_A2pA}XIcBtrL8UZ9k45}Le*{BEsNiKAuS1kx2wiwRwtr)-^OyKl6YLX(s3JOafodH+U4^u4vlY=^*;Sez(rTP zp7rI4C~r<_fASz163@a@Z|zS)_vEAMYFZ*}6*#AxPRGL`(>H!~VI1U=$0ZJp#^P#V z=bo9gI9z)rq&1J9fNAmns3J>~;L44pj}NEdw+buVKbM39EbYLLCzBDei2T&(Vu<_6lfjqcD5d%V5eNejvG%Y`2F?W<#~}*oH^{fMkj#= zMY_uzGBp)!{$b|Y?`b$;_&Ma_P%6$HHt^GULc{2}`2{*kG#KcI7XCazMF>S~L8S;4 z6Wv8e3nXdKRWBDOiP1okF%LDYr=jvgMi|kYil!KYxM|F7OkPw-UyRTEtM?2CH z(K4y^!aW`H6`yAs?@xzq@PAj#Gt=R6eWUvbg^q~(nF-qxGN91j;4Sqs6W{%3C__;U zbUUQ$ZoI^Rh|U$oOeqE~)Ey%??azX;!3~Xm0Y8^^M3qKt%fjDQ$y-BjvS9YFX17V6f8X+;0Kb9+Q_|liA0_c{S-~x&Lxt=e&ih)RKcL)oSsG+c|jrMxCKq zn*-X1PnJHS0)CbK*H^iTg~D|?1!fg2IQ{q&+3`%k)pruaB@eMty7=C&CEY9mue-$> z2eJ^cSXoGQ1q-b%)$PB0SrBUe{3hfc3zH|(!{?g|_$;;~Q}r$zQKPo&xgXe|B=T*% zPIFMbVd3ZLWDfGbTa+lhW`jkmUq9B*hLAl+ex#3$k7BMb4TL$Uq3SLgxXQt$AC=M` zg&YLK-}jAuuApA!@{i=@qOrdxEKb0iV&Uh$1u!`{w&hlhm7jnU<+hFMW^s_2{p6rb z1_#dr-Y=U<6WrrH8|JA(0H;>&yjNRq$F>y&^r#CXB-}? zxp8pfR7_=O6&t@M-?|T12zWT`$kmDnHu60Wm1Ktt_*;7i=UopQCrb(cr3W}LSxe1$ zp`MGMOx1rkRRtXB#CU&WF9$8U#y_sD;@~d4%U3^OBS}GcUr#0*0ngWJ@#t*GpI-O$ z<{bfd`(5dHXTm{SQ+H{T7Y8;^d=9Si%Eh9Li8uDQILN7MqevKVz?qCV)vm|EPxFzY z%c6p~u&#&d&FA1XaV}HNnFH~?^7m@z=AxJU-}QmgTqMjnF1uNXi>&Cg_hub(;dgoX zwnZKXF=SxEjidYvtNB8UqXJOGb zo%Zf9L4GlQ5jLSLycDjxF|R-{FTJ59uTvmT-7fN3$HtSx-SGu$+0g%bVW8|H3pXYm z=vr@>7(BW2@y@;+49wrX+q5SKdQ&BG#$ilIuV(EP?qb6B=I6xTB?5h|z3IJV7Q78V z2i2vp@IL?m0RR6CRd+nqZ4_5VB`cwlh7wAYN~CgVpeZ9MBN=67l0m~H%@|`$fy+ezF zYvQTBL=`eVR$X^kBZ`CvP6tsr!$|lp`UQJSAnW{3m4_fpM#;{HZD;++sAo>kh_a=i zh~BA`lamyDA)U$j^CSi9x$jSiw2|>p5NF-I4H+*}z49CR$(Z8IspPwnjJC0F0%c9e zI7K_zAajU=>r7~)eeu{_oblE)qpqok`&yWkkVK&O+xXLo1-2~ zkZ|t0sHgmA5_W1wU;L;@#<&QsR4y?J&Sxfi@U>I$!wc&BeLpBzqIQdmON~{Ra`8pB zI~j#12OEex$@qu;Zz~d$cY*f+Ic8${f~tsbI#e#^9Th+b?fqI zh7|nmy??8p0U3*V!#)HrrXz(z=Cw|GIx5OQ+QpP~TzkiobBjtk-oBI2?ejGqL)>bz z^H_bR8kg|2onqnH-g2?{3mKa!x)StI5@v61%@=Sd;%egu8LdY|6ujYfe|{Sg_3G=F z75LMzbnU*yy^J(GWo1#*VnIY@r+;%%wj?Z@3>w-ZOvaKj)14!g>B#W?5b#Ksh>FwZ ze$THGk!zz}w9{M~?oE`pmHkOXtq*B-6KUz#&9`0t=PU_J3W}EQ?xmo^sV|O4zmc)- zyq4xS7|Rucy-gW<`5S$`i*rwpth6oEwN08%bbGo z-Hml}N*UORQ9BE`Gce#};`gjToN(Z+7H%>umn_=VelNqQ|yE4+imw_=J(>&Ud z6r62TuSlnn(b?LRWKzk}Uqj#BoljYFEHq!qy+J{?1bdHiKMI~&`u5`UDg`&HkI41- zWFWipVm`5lf~O4{E=`G3@UC3oiHThle1e*}=^sgWq}0Jy>o5sxg@zbE50i25f{t(c zR+fM2&rQ1Br{EUXwG9?c6jZfjCS3L+qo%$2jj~-NbXgr=_rNh74~Kd6$~O}6iT(Zd zqYXq9(-PCXjYRy|KPmXeE*&pz2}{%zCE-SkTQ$$yNjPl1wK=1nh$}uP$>%Ck@o(@) zjxJV|d9+(rCEa>h-!Z74x0=?kDr4p&9v} z4G(V`hOBuh^yo$k3LbH=UW3CPSpw<9!$fC_E= zUras|aB#{df%8l<&M6jFP9-KIZ|bWe{XPOJdP>AcK1{?K|C45y99a3|e<$4q6OpTn zJCAuc5v|8$estRsaK<(%k#B1fDwS?i;uTBAPoL!6>m8EuH_un0%Nvt$YsKkLkM#*S zAYt4ia3K*rD1=9Ul@m~1=x$fFY9emW*HDf>m54E%9rFt@iAXV)E&ZEFVEO-qi^p6N z=B|r>bn6QNtu?!3yQLFxr)paK$?XXkQ>LB4c{d(uI&G4kX7Q+$7ck9nJ09)mqv}_A z6Hqeo1#hG^wzid?EP+4?}$xMht!l2*A z{j#xWH@dz=HtY$W)QDjec1NR2`tb(iqA1)}WS(aKJrW5Qs?QInMxorTe-Sgq(MUY{ z?M~^9CwRHIsQo%`EDlyYoQmWf`3qyz)K1_d$L#GW6y3|e|L4gF zEDo}i=sg;N78-L=!|{=L>%o?)q@Ph(dGgg>E3PN#=5_LnZd44eadYbC)`&*a9_k+h z=SZC2mrtG03rAZ6h3!WaLecrUhVa_XVAS|5{gTTk1cSDx{V4Jd!KatR^C#27ka_0y zSOsSU4o+80GjzkTXj`3WR!|5A5F)C3D+2Lxu&;a-!5@Ei=R^yP`Qd=tuC~;d-XyADq!!Y21E5#Rd7YnA}&gU6F(1T%&=j2lk&lLydRvKuPXCht}6l z_-On`sJe+G8hi^7JtSg0<@i3y%kq7X= z?UIpJhznR)@AKoBbA|PM_ss$(U18Wh_w92h7ho>*DxO?+hRQCEm*lu7C zRxYC^CW4PZI!E^8-Bk}*e6)Y~aEKSIA3EwwQt<~7#nWE~)cxU1_Y6f(%O9LS9li5N z%?C~`som!5^MWx>q$aI%g@e5(UfeE!0M*CbETk$P!Ljqle75ZNhTObH?&%}maHfi} zLPQ_F_>B)pX3xuV-S>uNGo!2O>8{Wjut2NVdEX~k;cwPTQ-Sw{*FvMNoykGQ%S|!ELciH?P z$Yp+3)yp3^;ss|8hWkM6#}&seA0HSE(2N{eaR=wFSPvU@A9#M1c}3Vg5S9<5RCDo% z!qdOEH=fQ51*7m6W74#6&}-?wWf>L@EiW=db2djn$k1?-{XjVIR9PK5F%kxL)ydz! z62qWYWu4I{!6*pv8(bV>M#F2>-y;GIF(4UeE0nM!4)z^*>Dg8j2Q-J+UuLOs;IulB zTtjNf7-X z|D8X&NnrE)^3?t*0&Hv_6W0wP043sL`3fe2eoNQMhyVhJ4cBh%;7$hS-@J!UUnT>w zlhmQQm;ypw#ijyAsi666(V;Qw~gA`)k9L@_K-YNAUzpY#D7e)9ZZD}R?pMV-b{l{p2bn$8`7ZC^Izkl zG!YCttM>k!CxQ!g{I&8iB1k83spL7QfsxGN)9SjZU_0#M64R3mKc@Bjm9&zecJP=| zi#{u!Jg^WRlnjSr(-@bhlUX_znOy%f8D@O_LtorV0l^j0y*>YuK_!Fllo~l1JmW2% zy!1)}5fhjA<()|oyRuiNBrOrtd19BQ$%*jvz|aCsCJDq<1*#9tCxOmwUgB&m3rEgk zh4mpREMNP0%SNOCNx3W6C^`k)#!~kXyOSYtXV;H)MM-e!Y?0B4Z~|OCvN>X~BN2AD zu)kqalOX>6$Z-FsWbiQ*iFkY=1+ERZJ~Mcl0y}oKI_6fUz^4s6iv9FcVC-10Q{-YY zh~9{?I_{hVVmDPeHt7<8W7p5ABd-!*K&pGfK`{|ltfu+*G!x+U!}eams3c%|L2&fX zB$#ib2@e=1gCs#=#|m3A$TMwC*vAOaG`{;#o(uu5S1q}5RV2XPI!^y(mJa(}biWHe zj|FPZjs3?|t8oXeBC zZpUK4qA=Y9_dEg9E3Stfh9bahb@sn{!AQ8Zr!~&FDGEgF+9z#iqFDN1yJRf<7|PGu zx*O9X!DdPLU#@-xP)?>;_REJsakboP(S{IcS)@&o!~@~ly0ow@uj@Ar0XDUQCyCQR z5OUVr%iJRnr1{o5Jip)%KJBZ~rfk8$g7)XkQYfeto!qyP8U|m)iR*nzBH;n^m9Uj% z6xh@#5B3>GL9$B3zU$Yb;6eL-GFMO}?Dhi-^XdpV_(iYPLm~o+rR^*y?uG(M0Houh%w?C4jnwph=Z#5-c4S_S<C3~nn+GH)-YLcPJ@$H~)aFn?qj zL^;ynduS@}r?ym38nBnR8I}sQ4|#*PvwZgZ=!mDl!F15_lN2bOCc&Iy@gWam3dBkV z1dsbsVCzHx^=Cc>&NL=yIb>3RvEzf?US$eM6Bqlc^2p%9ao%}fE*Way_x>|hq`;fi z8lm@=8Bof5$fCF_1E$x>%6yd1gz~zME5D9pf=T1nyx&JNq2oxkFZEa^#KrGEb9rqh zRDpb;mtqEVtKB>;t&jncXJUConHliOg`Rn;J`4%J7r(V6|A}yi;TzkiJcyuXf3U)W<8g ziyR0zTyJ-j-@h0wFd zebG_A2!0&q_mvf6Mc1Epdq{;aXlRmmPrnd+9@&K!=M;d?>zwyeZwkTx&*GxhiDEEN zFZ5|$TLM1%CF{s9OW>M^Z^ih(5(rKlg~7!Vpt9c>{`0E@qKA4(6FMdEx>+<@db}7K zFNI!gRWF7nhnGBLy%KQj4doV*D}^bJkJ)ywOF>jp+zz?R!1n0;yAhr;_@VK|C(E-8 z*p|-vHD{N?_jix>4ZSFVyV4sO9Dj--q0eobTP&;IC_^F3wgeQ)qQ++WOTg~zd|Z=I zDSQi^@#EAgg}=d%z2kS3f>x%~BZ^-M6!=KK`RY~-|F&HWuFNX}aSq;{8{QYfE^EV! z51$qRx2$!;E4^Zvn^_^p85BdeK<~8<)_)S;Kh3_GSPY!}*J@SGi(#2EZP^i11OwX7 z?+VTr!nN=9ktwtSC=%E0mZ>QKUy0vtAO04?WqQHL)uTm_y>2ppGo=U?FP?s+m{|mW zX~Eifq6m7%jwIbA7J|WR?t#13g-|dqjsKYyz^MPTI~_E*A13)6VD)heqqmxunG|S#hA%ft%T2nErKm( z&mdKyj$P+l0Wkfx*2ijRfW=H1SFAS~65j24-W*Ma6D`M_o=s-}yHEV*TxJ$Hh~A3d zv?dqwLAyVVmIqfiWUFPKDun(~v2i(45vWYe(g&{>!7E0Am4bK?_z!RFd~Q|*RC`xJ zfvbf;5IyZ8XkGw^&;OkidXoMw^@6@YQKdRuvC0eonmODNzhgyzHY@<}#D zET7ojf81UK2|l({d}YPZb?a```EZth|2>iWcCi>ze20$n?<#@=rw+s?w-i9{ASZW% zOdiA(_}72Q%7gxDhx)9pJov3#sB=^^AH?asxi|mI2acd;L;9NvfN_W)pT1z>G&D7R zoYi0AM2RpSDFE%jAJ&w`Jg{fzTF-^&f#8X6{taWfVBhXIdF*%&{1{&AVyKV}zH85v z*F4S!_52s^QeUz`D8s>OWikhDjfIbX%E*Iv+n)@nyX8UehHt#QT6v(C{NSBgWj@5* zipoJ2KLd|yI9=Yd_M_jpOZMqp@YL#hFSI2W&e?Xo*ObTsHSdS~QU|l4Kb3v;VRAM+ zleV(SFvQjERw*D(B<^!HVG~d8`8E} zl3>&{iGI(T1cD>Grk!_?K;TTnn+6ZoyBFmV$}^Dx-in9K8y;tZWJw|a;FCNQUk&FRxb3rNePU@%k5J5(M2SFe~~^g7QF7=0P6T zyU$3I40B8eUd@-=f`f=KqjIK?t z&49h%-MUD+8L)4eLHDO!!6S4bKr`@qFmabHzn6u*ux`yz+wrZtC~uw%4=fcX&BK+LQ^WEk2(ck*PtE zwHyX!|1t2a-KkevMfF&HBrSL9Vm&&)Uez%at--}8MI)&lbaZKqU(~%#!@$G+%TAOU zoXXktoyN z;XnhPlekH{N2eq0^eJ3lO2^ci!qcBJ>1c72Zpo2MN1^RcJFOqn5#hndLnmsH=B8TU z>PE+1{BkMu`*chbV_zR{Mn@-^-w*%j)3M&*vh|}0DxTo>fsZP5Jhld|6dz&r7k^mG zMUsy1+ky@%iqg@_y-;g_mzDQ-^Uf%04ZhUY%OK3tQ2M2GPt`aL&;3|w=;)`R(?t4j z*`ONyD#F!swULIg3z;LIDrp$7BrwruQiID63dXZ^YEZS^^`C=!4GviIKfR$`gW}$j z9g%W1$j`{SF15D?2Wvhk_S~Uil~n3Lp*{^OT69(I*3@8?g~+dKK*QYvX=w+K($J_) zl<&7B4GaI|5bH!~DEL!lt0{}esfnW-=BNyOX%OQ0uaJQ|W;XYINoU~L?y-O`F$`RH zsn$k3h^3P-zyFA?3@mn;574k>Ah*3KC--dzzB3D;ztLf!LCu?WBy|SDaT8B#Wd=^x z#Y`#5F|d3wVGG|L2AZd_M}8G%;IP*pXxqTRV~+3Zvj5RhU8!c(f0mBg4-lhj%lYQh@n6<-##JI6`_xwAcf`;! zX4Lb{R3II%TCoi>T|EgidwC$tT2)A6tq^SYES9XD7HB`>JcFFCj5xrfE4BB4t`gpN}i$G&oM)6vm(KX>mx8g^)F?#*TCx;@NH#^o~& zN7R#csQ1xuyv2M;xSNKKWwfTx4K&;^_rbr4#UoFU;Mw4O8fG@!5V=ldPkZovvzf6e5TlYVeEu14ZpGl$@6H?aJA#g+hJuI z7KLymK9i&2oblZ~L3?O8ySTJfUxbEtg0^p#;-+E0X&Ns4qvF-AHx^rFsVLFA=4I?> zDvEAogc|ozG0c0&Pr93mR@6U&KO0!zWnDe$DygU}Xx1B=PsMzR1Z5o}6*pVH8xf14 zV*C@q{;z>lJilps2*Z_%X?wTP$+lEfsQchobDN6ef=6}q^{Cj^WF$U$fr>fo8Zmp+ zs5p0EyGXGz73b~N&deUC;+k1TK!XAm1GPdn4)|6gGh|wT$FCA?Ok#dq@To+Jn>*KQ zx>sUnX7ipV$4YFW$0OOY5-n`Frd@7UqF6<)q1=^9?BThepQ=)c+E00p8|x!v( zw%h05=vWm7`~S*_IY&hY4NB4PmMWYuF?zPen2P3GR`brY=3L-^bWi^*75kjDEElV* zFieqekMXT)B-StEYfp%E z%`P|KEEgrq&bSf3KWMA3(Qd@Q*UK%~lbi5Y+3mcuZp|2UVs@jyMH3#Gb*#F~(S%|H zrK9f+oA6q+O5w0%6K-6Sb2)~$35zIXQ>m3EbZLp&Z(`nz%L`K3^QW58w%hJzoMSWo zlWp5v%ioOZQ3tL`Yc=Bu=}D$_Of#1C64kZ^HzT3oj(^kU7CgSs);G|<6?tnsz8Y(^ zVA;^sgcPL~EZ;m$)EsEW4~Gva+!1QQDe-kb3NE!E``$Y>&&^t~wKwK$!=pB|f0XN9 ze76lnOd0#%PPXC64rM;y|Jrc(+PenP>}~jZkF-KrZySEP{9z`crwwUl90!l&x8l}- z$K{pB+R*RRd}auDD@ywgp(R%`p`g_mTNHCEha^+&67!!#zAT2G##OT-q zl2_g{v0ghjVY!QmZ0tr&2iJDssl8U4qTD*LT-zWeBEJL6;)r|X-gV$WUsaoOZ3q4j z009603|DzPRBaTNsFbwWA{9lbP^cu8N<~Vc>`O{Q^0i1x$&yw?TCFLSN`#p)V|y@` z+2`ItwxT3ti&ib_yMN8^&U@~8pL3pb&OMKs;+~$LnOxW^$^6aw&4Jv}B{XSm9wx8% zvslaK;o-qZQ|U}Tp6tq5e7BSjEoNPIR|+5Ro?qnpoaIAvub}&zCLfnL`Rh+z;A7V6 z&G>OZ0Lwq}^27!qvc2B9^e+}7$-Kfpt5OJKr+Zo(hXjz)T6eIYI?p<1q;y?FfW049 zm=u-@Q9=eJy6qC7BD3|nWv38-9&o;M9<= z>i1QIh&^+(VlRjg*Qijf8Ye>T6WNdb*&^hOwMhr?L}+o-yR7CchS!ag%yOm}GdADW z*sMTczt_WxkN3oAshHuT@K21T`U2D0D+pY#TljA0JOUkEjLeq@2%PGk${MR6aP-k> zx2`!Pbb5@hO>83&&^S~P-a+7;vd5T(m_TZ5^0$jE1UAhvos*?Q;^4*?pNnirbgW|R z{eFQ&>pAT^XQN2WjnoRM%^|UPY-(-UBNDIYx@u2OAQ9rxpFTUD#BuKN!p74iG8!Uf zE+~;GoOf~kna>2ilpQ>0rB5PloaT0ly0?GLb=LQE2Ac8h+sV`u5ulr{Ak6y_I?oISKS_$a-I;om)vIi zqzkd%LyEU7Lz(e##lGK-q*){vH{ zhl4<7K6ix+7n^2UCW=?^!G4q9>aM|u(Epy;D3*)T0$$iTM=tKq+EV7@%7d0voYfK! zE+$NP-80tALCI18w*S866 z987(Y?j0D)!L6LK!hxas)1aN z)aV?YT0~#ba`mO`UvIi~Dj~EMatt}`^_jJp64|?QX?-n{t*&Q%>8*iX?EA2rlWQ^2 zS*}Dir3TxaPB-6LQHwM|tH9+&4IIxJyQizxfSo+M>iakwJC@6K9Q3V$8O?Q?VMPr_ zLlGU|&PLp~8$0aTHSp!PPweYpHrBq8jyr_X9u6t8jlRE$Uxu6$BoR=Wl+i zLY=FQFSoH0kH3)$+eRw!#Q%`-#KV=S$*g#iaIq2*CX4avFA$`1r0BJJCDuOw>2>#2 zIcCo@=jYm2B1B0qX}eVgPCLK!n;l*O`4b!3j_)gnRN1mq3cAiK?w7xMp)uthc8GM3tY&&9wxwhxN0YoJ*+r1)i^c z2`ZO98C>1NgnjO4OHUgUy@xg5z7;WXqg6@#qMC{P?@2#SF_>sqS8_Ce#)P@JFf9BZ z3rl4xD%8KQFnjNlL&ZHToIe;H>($0Wfz6tJB@qk9`)@@zSFuo4=VyMO&Vp&bb$H-Y z76jMgUYVw|@We80wNw%dPG#Yyq6;k0OjmO=!&rEhZZ#4T!~#iYzT2^nh2@S*;}`E? z!8qyIxRf;uDqY%_+t;$7?i4Jh8?n&#>Dtrli&&6#AN%XC%7V@Vzo#3gu@E7>+D+{r z6VaC)52^5{=wRVXq{}A8f?`<61{_gPEylR4f1{>C zF&dp!uO`bBx9Rr}(_K;GS6U`W5A79LOOPQkh99H zqN8rfc$z<*js?o!GK`K-n!nAj(eXBm)_k*2ko2aZNOSO_N;Q6ZDB-5^?yo93XAAayqe|t zPKEma{flhcR5}#WGK(+&rD5oInY7nu8XTBL#aaEqrAagd7mk$wyg);K!L;)=VKmrnnaoQF zqQUp2LW$Ep8m1qatUF^54VIH#CZukop@#M;hcKsMRL=X&Wdj;!<#@W&7tpXQ^8WSQ zdIk*rXY7`lNJGx~4@-VOW8m+@_$9jO41}0n`PV`5r(wS-PAP_gUt1F{+^6`{>_0Zo zmEtevYRn=nioahy^ZpyKXCUoI?ncHI2I6F!11_v#;Jeo8?Jfok$aT#5wnB@llf&OG z&QNAR%UI5LcnSk8p4)8%f9S}&uT4A|q2p!7hU1alRG!0SwmY@ZQE=f|oxXsMSjR`l zeuIu_x~~QNB02&CTdh)`&{31rU>KN6N4#1K-|RXa+Z(6toE$?(ZIMB9Qz#vk^8FXG z1L<%}GWS2>Me%F7{n{o6IyMIG7@f71j+p#wciyd`qwR2YXn_G`KlboKlooZ~c!+MV zOvl32i^sL(sP`@2@BaLU2D#QXPpU^K9)_Nc-RP#lWZr`f2U=*z%CrtM5zw%Mx&Hpd zN*XFm>=_M3G<;|9&?Qj4&!R=v^fdJ+2KADq^UDT1fnE6Z=8ML5A9 z*i#iq`S)rZi1R9fxaasf7YE8-{$9+YtwkU=sLFp@Q-o-v#YamGif}3J!-A_?MR@ka zAk9m;2+BX-Hd@M2xR_^qEyoM7VTI&w_-G;i>aXya*HZ`&;~?vO?S-hbuDBIN79t_h zyDX1W2(`G*DU7KvaU$4erbbC2ER)^r8jA`cT{gL#HJp#XZ^wRbd6$o%U$b4ONb>Qv z=~YyEWj;1l&9a;EA|DH_zeE+@$;VjSrTKp%^D(ug({EouK6I}HHCWo`{odpa{u!B%kuF2Xv6%ntURi2KW;v9 zArIQEPh3KL^DyjS&5>#@fK+>$vuaHN&PdhebMp(3A+$L%FQouyRc$tYi!K0XP&cu& zq7YgEUr*nBSctKdxMS+Eh1fVHTSb-P<4?!cf*n_jaJE3r@VaXeBy$36_R;8A=H2Kt zo0>-=b?z6+sQT?*DrXsmy& zP!doKy#VQhKDou{QQmTUyBrHjBeIv){V7K2D@SjgnM_!!zn(E|E)y-$-%)GHLdCT6 zLsKu8;T3me-h6Wwc&qyk7OOLnLq?ek9QHS+!5J8dw&V zxoJ^1kl=A{&Ida1A%3`LeiBelA9Pn%VG_$Yiz7SN1I>QCG#qD#TB+sHLZf!akKF~gDSlL zrmww3w+c)9A6^N)UIqF<&fu@hRbZB8+MS55Lgyf)JHo3V(bnCzYXni-Ia;deyPijAS_l^LqX;D%cF+X2>*9_Tc&O`4kw)SoDg4)vG+qWbT3w8 zpZB(7w&$ynCtuodJggc^x{OR79;-%=mdVU+OE#8#{PoAooQ+vCb&VdGupzPyPSiDE z!{SiwowCJjM9j#|_10v=-{lLvErt!ATHl(ub8OfJX_c%$#fEKevCZ&NHr~2l*j#~N%sz3B#{um<Yev#=)C#i9=1-)!=E zXj+H*?RvIWqjm6~(0S(B$2z#pS@&`grK@V)bdEQytw(Y7GTUI&dW>5fqRld>M`6&) z=?tBEtlQwSQyfu`&!LIed`{KlxRdnAhyUtf7p_s~v|6RfXwWpQ9b zrvIx>;h>cF`SpvPTugC%cKPO3E;?LJzc{;r3!AZZ+WXD8DAY>*?i$a<`(KbH$(@L+i7 z$$6Vx9*UVGCK*{gbY5v_Vt(S`-EO-X>$`afc2kJC+`>aEEA>(QIX=9Te4IWV<0DT| zZE%aS0K?L*+;dX}__v?wU@Ij+@~7vgY2W$CeUW9dB1M4uqv!S(BnjZLO1CiMiU6~l z^e4JE3&1^~PVW>8Q0CY1JDDRu#BY9AV3h#c4a@W$W(e`ZXP1rZ6e0BHt@_yURES}H zw*}K53UO$i>a!hbLTE&;uSvNjM02G@_m>1Ab{70Dx{*+X#frb8TWUp^HL`Vk_zW@D`E(f8=ZJB= z`PyacEHU(MaTm1T6Jxf6i_E1PVjT5)BbeMS2K$7kd2fRl*-~LwTLogIR!(1IqD{uwihFO<;RS z_`14E0^gPE4yBb77(RVl^>hgV?e5pAZp8$Q_qaUtZ6lCtySLN2nLt?ZpF<0NQTN#z zpPx<=_>>~GwO>d;>gR)~q7ecj&);t%hX^F^{~o@%pSth%+D%)HNyy1I7>yc|urdnM zNm@$c&Al^hT|E-!MdxVyx8si6_2 zN?s(sX#Up}l}+Ng`O)A_S(IIJful+2`3NZ`$`ieu;zrsN&O{ZXlOF?(=QTP_THS%A0+;y zUy+bsNtmpC?OZcT;`@W?1B_u3VbZV7qGw2O;KZWyX?-OAwZCk={(*$2^!k{XE)omR zXB(gDBrzsyl@<7!gl5X{OV3sk`%~D*cE2KVay?_(<_40|VU^nyDF276l^dlf|Lab= zF8wk@!nACtx4WN2zpTTdrd|?TTm~B0-6X#KTW_ELjzmj=*`7NcB%n(tYT6Pg&a7;orX_*dSK*?6^CY;q^!UUt>Jmzq zt3~#zO3*m1F5JENbfle*f7{cq$Y5OB^PBIG2PADGw2o+QEDz*U=>6D2r4n)>^N z6cvYsUGbxF6540YweC~6m#;G`N~h{@?J||X3<`J1`dblM6z)1+p8X>V_dUzk4e>GO0cZ-0R(xM&fKx`9bbI5*`UiNd`&x>VnWAaQrgLe^R#3F&X|Z4G%OkgeURSx@5kib-LLHB`TkJzF}diiGWd z?&?3wsrn05_Zci9;T0S;?QJm$m!ZDtjWiOowHY>?0xBO;wQt^J(FEo#*=D^kFlO|V5q?0j((Ipav4}45lT%h9b7I&LPkvKhbr}wr9 z64e?OmG0pb@69SPC&H*X7L@17F`|AWzlz$IQGFWk$LP~1VOjNI_wZs8tF*Mgv9j_)H;C$YEZXiKdsiMEEdN5b7mlv*3#dp?WA98(3m3qZn zw1=+yPT(m0U90IA0zdm?%nhh{tZBSx`bTR1y4Tn`Xj1cdQF7Bm^^yiAq)=UELQ?!0Ir&0Gk5BF=lN5J9pe2M5bf#xy6 zq55P3jaqX~RU}g1i>S{ow0HsybrD`quM$|ZJb;^iiNNOGeqPcA0+Y;^UyO|+;L}^H zcshcz3u(9z6i&d#xa5O(7=a;)rlsRa0=JiBq-{M;;Gn*xjQM{AKAIRs8w3&1UBJ-M z3ZU@4m?*34N1)Sb+*0lU0i*lQQ~!DsSp1d#>(6(#Euu**&B&Cn(=c;-)Cz7_$CO!<+z`2_N`?E1Us z5}0zPvqMge!201UOINB;_Rl_j_f;hDwcxYD?U@8Po)Jse#EYS!JJ09xB{5^(Wo|Wbm~ztZXZgkm>ej^z&`Wv@dIMyE_>HL>?y`qyVcw` z&SGdPbl>6Ii*fi-_ZF6|7|*UO%YU*(46(t>z@8r>xaa9uwT_Bl7B?e-7!cuWO4Zl% z24Z-mH2l7#D~2C`f#+bW2$QlV1S&R)kQkVH-cBS!Tx+*+21f*r!RcvIY!N&*^jQR# zi{Mmt(acX*gy^+q+Z(k+koD4JuGSEteEGiEcoh+78tXcnW{O~*t0%2EO#~_8xsAudfWKYhhah@2n4C*`=scv)PB2~8|c1fw*cESvuXs?p6lKcQ*ie;ADU;F zeYVuTYdSD;@#6>|mZ+M`zRyR;clGLRseD8m#;fvg@zEo)S+F;eI**Vo8@kFzsOs3; z)L1^m`ep}xBl$2ea{KX;+PC+Zl)lLCf;o;+to5dxXJmiE*hu6;KK{_$Sh^4}V?!18P z>$7-pp1a66@HiJ2@9ACs8N@|i3;XiHLtK=SgEB=vl#Y0Fw6M>e(hZk#5~e#*x`CF| zsk@sCi5l;-#da?CT)(y7-iiyw-g|PdM>zNwuR3SEpM%30w>KDk;6OJusXnBWgOYm# zyEC)to|9>_*iz?wGUQ*3ziQ|5h8V8iFl+|%V=Y{c(a@6jgBhQ+yum8%!B@nYwm zE-x`Q3aKX!SGzaj+GXw|9BBldoBlf6u@T{tz7rm{jqtFDFPXD!gnXH8|EXUMI4QR= z?Z>W0G?OLAEp{}5d@?d3=0gMGbBvvsy$u*zH)I=<&;aMD`I_Z14RBj!U^E`l0KS36 zlYJo#h|GIFJJl23Gv3Et|TpCaon%-Pf#=@@l z=*Z?`7FK$>M=v?Vg1!6Y<535R@yve-BepCwtg74UzMq95e<|e}3l=VJVHI8b$wY8S zlTX=qCWKA|9k2buM7u}dSCgGg99??w{jwcQ_!%m09MomvnS)wE?ItEXVkD$#-Swyr zcx@|K%LF5!@46$m9^EZ9etPZo2&;=}zR^+-_d$ikLrwM2OtN#GJX?=K*O$nvXF%dj zPwPE811T%^4KJx@LFJ4r%G}2QbJcE1(?L2S!>lFZKG2cxBWLoWmyQ`n_S8Ea267dsZDTxQtTxN- zY@BtgSPj!}~<2RjMd`FrNkE*G=&Ej;NWGVhNb^`M9G9Bkz1O30VKLwir z_G{9SrU$Un*Bp$|0*(pCSnN{)6gK3onwAI1%0i;6oa(SrI-Bv`vJO21?{xcj)nU=e zlIKfx>#(=EbuMRJ9jaW+9Wqtwkof-eE=h$tT(s3}^vbCPYhu=+=58&VIu{C`yj6?j z&5B(Iuh)WEVY$({r3Pv?or?nMYv8JJR`gPJ4a8Qm{o>1Oa60hB4V}?yyiHv1zBH!> zGQ6XzX78)CA3$nKa%UM zguXBfe>jye^Dh}4WLCn1y<7Ditr7t~$CKU^RbsEDx7LS;l`y^PaY>?w2KKV5Dd{#E z3Z{)TCFnFfu`T-NZv_oYKM9F`enNwpL=>a>9t{IKCbOTU(6Ie)%lAu{X;93w{b{(h z5`XR(weC1YgV1W#1! zh1jmY(*yIU@bkA8e>+9NAosaS=XVOsWo~3Pzo)?TkxC|BP|&2dcQZhi42$T!iO1q7$ZfZe(4DA&Qj*(xxuFW& zq#T?m8TAZ`Y>aNAu;2KU68$?M@DtyHkNU zw{0iP{;hz_k6k&zF%`&_SXQ1IT!FXA8Jn|xD-iwpgTk|yWQ4CW`tzS{1;)1;l|=8U zfUM2O(Bs=G@CoxrZ41fhHM=LQrcwbrZ~8(Z`3gKgvQeUUeg#5vy@F|f%F$JFxGVKX zIihvHiUfWrhv-ns3Y)HSxZX0R=(LohVfXsZC3WTSO4S_`D=&xG*iq7KUO7G{b<51l zEC+jLm!D#CITUtZHPgRTj#^vp=;6?Ebn?x<#ub*Kpl_E|`u#FolS%N(yj2FVzRPkq z63XBfJ4HDgQ3m>jNI%OnWjOA^H(TymhD~G2XTCU=p=)22<+Fw5SXQ*oEzYP6y>SaD z`!|)L+~nkXMfEZ$CoRr?)l&wO*nbz7NtQvuverD5UWWZ5{=)XZNNC*lJ$lV&60(J* z9{hbpLKjE6o|96BQX^p!t)7J2@0_acP)T^T(0w56DG8k?X|J6hkT7j4U$`}u1dG&d z-O^V`5Z9Y>8;BsGeWd(C^%-K_(KBf`JV_Xv_gU$f6A9cw*>f8$Nr-$eGdycV!YaFv z-u6u-#ERYv&Qd4A&urVkNktMKSqZ!CkRm~2fvAwU5D8^Iq|xHfr8sxj@8f<>DV8ab zH-4v<;2h&zdTb)_(@vtC8tuv%U2xN*;$I~qw9xXs}uO{ z*O`e@rQoSbEA1F7L5YI(z`*Mg#2cz7r!Y&xJ{9Ufw384~j=B=2V`do~!e-GbE<`kpy zQ>>~Qtr&;PQf|>66hl4e^M~!?r7$;`Q*0kD!HY{XHX%;M@D=3ci0>@MqNf%riTNea zn>kBbnOp*EL#k!P`4R{(5Bg|+v;^7Pmfz~#TY`d^kEhRRmteE8)z$fnOK|F;e8;`% zVqEu0`e$>0G0yy_s@m96jOfPqpIyp}L6s9S6SXG6fd5lDKCT$v<4#tJ{>3n|VMsr< zD@IPAL8tEaV%XRmYA;hMMppa3S2Bc2c$v+Sj{RB+!Ao`h2QQvsuurB~P+5wuV!zjY z4@+@A^%mm;aqi5iQ>|}^bB|sT8F|&0ged?XzPcv7&kEj=;Zfr2^1!*We~D2TmYba1I21sw$?qTU)5L=|x| zcSleWutlUJ{UjA#Z#XAaC27c6EA}vbh6;^$>sG7$pdvS>O{(bz4f6&w?A>E%`1tjS z^4GI8_+DF~?BPYj=+tuIs)ID7?)#?p>wYC-?KAzBq*Q_|Ey7v0z6!iIE&UqGRk;2* zu|<_ug`1-3yUk`RkyNpHljU6^f91vP^-Zk8n|76&TNkU)RH!s!S))XUiZ5- zs617wUfEfTF?#cT8FnoM_m=w}uc}4B@xZQvqFVSA*gJOIuf?L~+HLhIwGc5_{vbvD zIq03smaeXRj>q1l zQ+}ijKBvQ{LHeQ`jgAbHMTcfA84#W4qVjt;1N*7vY8$RGaPu_*j^btfIh#{;8T{;gR*|tNCMUN$_jLoeoPCWkM%8rp)Va zJ;YNU+}Ju%4>5hclzBhvv9i9ZP?V@^PnSxl^=x2bcX{5nVojnBPIXebw2BD_t>Gc3 ziLOD3vA`^1{qsv#AE~qOQK_pd zb|nj9-x9bUiYzGRoA;W?v9Lio+HRE;F@Dr>Tx32AQA=VC;>}pt;=z9GW5U8rUfFd^ z0~Q`GxI@v_WkD-Hc|cZ&&?^&8+7ZBl!uY%9&Q-+!YEsvYEa>En7?(P+ z;1&Lna)Iba9DeXWRCcm3_U2YJXEzI3K0X=^Y!>R$C7UPdENCZ0S@c%1Fut%y{Qd;d z->i%mdp69%VM=bkwsr$Xf7Mpos5M}J|9kG6oCeg&uQ%BGrUB}|Wyg;R8t^o#CuB~l z5jl?@to$U>2<@Yg%10XT$8=Wn=MBHj?QF-^x8<<3qn$*UQ^%1P>J~_7iTxYsb73uh%u%np0pzQ7W4(hzN7qTM#L?e z3~Nsd4iwD$Oi^h;@x}1R^pF-589%xheWL|N-_PAN%5Oo;=YYW}-B!%?ZVt|1v?9k@ zW$x{RR`4db%vKM#BL1=Rh>vj_7Ljaoe>k?`y=Y2Tv40y1`LZTIC~cVkF088HW*bHh z1c>gjYDb#jjn)(OcHI8f^4RrtJF;u+?S89uz&lIHVb_@s{CnJ~H*S9iB4S>?usGg< zZEd&D{~YMRiws4@#JLXa6|1RyeSib^2N|Ld9&q4lZY3{tl>_td{OMEO94P(T8~8+? zi#Exq4Lagn=>5|tHe|ttT;3)71I}Eu{3urTiR40bYVtEbn~N3CCSt|YxM;OK+4r!D zi$I|hvt=?o{K|>yE)(WqrQE3MK4~7Jqj{tbn1P^ zNB=>^LvDq9+!=HCJX6cZ!Je)>`6@mJlig$+DSUA3+#g*T=VO@Z$Tl10qjZhB`@&&9 zCX`-i&It>!ZXnRVZkCTmUC%|~(|nlhekZCm$%pTePs_$71khgfJ2r2t0NFQhc9?Dw zz(lBYQ|oR4%+!ttS~v+H_bVNX@&u)=Pj;&L^Ga#{{^d?Xfn5z=1i+@F8&2 z082o$zpQ_R#|b;b;!kebPvC6iwpbbyxRfi?gIfq(Yh2!8O#-)PJ>!kCn*eK76iM<& z1dv*(HZ18Zz*oOFnez?`K&kM%C1fYSr%ewwrf(zG8=v@^sw=?bj#$6nW&$iJ@X)xS zBfv4Y3scwE6Z_M8pnYX6ac^6#L*mv5P}+Su`QmB;()c+RAu0j{tWZllr7S=~!*+Mi zWdbmZS6@Cf#K)Tp;ajZ-`EcOGHW)1uAaZ!~?Tyj`yqa=0UQPJTl(T>D;spZav|kHZ zAV$o0xJmvI5lSopwIDoyTI=w(v1lUCLBr^P%1;Z>hrKgRjF- zQDX36c$jxnzK)Lpv6elOHGDXh{&-ShsB5B=ud)rW5KF?rWi&-w-*2Y5F&7$*|;4NkXjCE`Z&fsO$dp;xHa6k9{+ zeWJ(;mPQlz7j3%kpNo8~PV^a+4Cf=bxo2X*c|P>cpVONc#K)ySrm>=dguOash@9p_ z<49^k)#4&z{YUy4geobkI(oFfV zR}>zg@8Uy^XKL69o+je%FSj5}^3b#Dn-XQ5h|90$Wj!6`!O=L@<{;fOSK^ za&dX$=0YA?f0v5s(1&21hLXB{Lq-Xijb`m2PU$vh}5rvGdIFAv_bJB$Y0cyKZNs3z<}*paOMcf}zd zf;mUxb~y5onw(!@Z_h*VCZF%uw)3EQYosGxk4NN(OtFVscrZ=-IGMeXhqK-yXCGSwwycbv_&vqsoJ4yA}D$0v=?p9aFt1#>3T334h&| z@?f&fIp2OUaUOr{JdR9r(RZ)N({_>zJL!F?X5(BOzBvD&@hBIZztMr3^LRM3e?D9P z8yC5@52<=zxX3uY;I{rJF4oSvjIX0{Q53q7w1LdUkMGM0wv=&^(jjeN@rn!DsUDtb z5f_D*#NymKxghs-5Dh#R?^iGFIGe+T^CtIa*B^4Rb89*&;R+Xio*uddm$?{G`C)VK zBo}7`jcprzx%j8CYUZam7e5#Dr>c5!5vG!?X?Ki^NcrDMF>YM&FDvvc+Q7wE_x-mG zwYZSy8?N-y+Fv1%n3iPOhU6TKli?iU2k5_LjqV3>mP z90z`qY4p8Q9PGZDKX;*#gC2W3zY;nJk!JM@U#mHI`=ijm(}jaAS2F18P8@9So-2&A z<>0gi`^a}o4!qdSxhMA$e2Xl}GrKrw%D-G~D#bxTgwN}XFFVk);kA}qX9qsCCMdgb zIxtgm=*eh62UaI|F48yZ0BKs){Pu|sG-_72t9o{TyS!?BpH2r9Uw>QJs?~vA$_=Yo zlkKScaLm>rqaB~l6dF)(w-fiVw=u)39g38_7OtDxArt*1{DpQq3}W6SnyhPwiR=$v z>Y8>)lsn7{m~9ZFPrb<}>aYWy17T4~ZRkjuabzEEL-IOxj`VmdB-!aCmvHMXVK{vexw53ALifchS#qw^kgEsVqLkZh_C^x96OhE!fN3cQgboV2W+; zT)(ab&s5Dr)ULL`Yh-J_(MU5a?&t01RyU(xDqZ9XwHcb`dm`NWo58Z)@9$RJ49D*0 zH?I{mV+@DKSWsA+0SAC_&x*rPLEH4;tm z)Q+BX5U`P_@SdI8!N&Hq{TI+oj04tnWK6JOG}S&a3^q3Gq2P}r8wbA3kCPzkd1o<& zEw7fc(S5UKJyBcv$z0M=@WFu@pL>JHNXv9?SSo6r=Mu>eH zUGBwh#QOtlzv!)N#2%e_tG{V9;^I@a=NTgnXj1gc3QlOir1(xh)yoa&X+L9MpwNKz zF3kQ+`39&ybZOGr*MQB@A}zsE4cN6z;n*ed1{mc(LXcPk3^pVhYI(3g`Z4uE(~X5q zT)8&;!z`R{_I7klWZ`PzH;J`ZSqRi#wr27J6DyPMc4qf6p*6XtI--DyP_Z9SCUCyv#*CX~t&XeGVdW4);PyQ#V9-d2N7ksDJ!z9*Seey~@ zmdic&c(J%1#xYtx9kKOz8@sx~w2J{Kyb?;`Gth8&b~-$rfq3-~WqvITd{?VpHrBu( zQh?1XEky>(jxKR9lxM(q%Riw@Wf%~bI4IvN&Or3GsuQlF3>=JCz9rE>$2-R;$FM7O z9Pn_wG+jl9$@@X4t7JL~E+m<0h0;;ETK=WnQ#$;{FKg@N(UB14RPn%<4yw`F7W4N& z(E0FF^L&77V@EtWU+W;WbldfT{yI!1{jOMU4?HrrwmRQc2g#PD`sJ*sv{QSgE)c z3X>%Y8?$RMcYZi*U0N+(4EXLDovp<}(E^p;(OR%7WX->ytwmaHesOtN4cJE}3@T66 zfIP1ySHh+i&MIY7M@?(7C-&%xNxfPuHER7jqE!p^Ph4eZ)mqfq^xSz=Rt#Ix?Z^&g&S>)L|0cqA=Bk*{=#a!Dfs7w(Qq~Vv)uc`epf-tF#3G) zbS3N-_C=fbS7B$Di}SsgRYc!9Xly@3!>@xHyUgCxP;se9Z@h~J`g-m2u5C1Y&w2c| zo?Hnh(vBJ_1{EcvnGup}DzVsbUzZQ{m#-*41!`3WIlJ!DMSH4*KN%{G&_5E9Mi^gssH?siD{= zWg1G#=dA3PQ=wyWG+IxVivPr{DiuVj_{$6W8Gez1d)Wb#c7YV=zdo<=@GS*fcRiC1 zS~(`+Hfq7!}1c=k^VXP~aT7=oIBQ8N=bEw{c&|pr~e?vw2H~LqgyF z^K1$V`*MekYbY>y(Gn(6N`Y&Yv`Tm}8E4r^;9ZVb z5CwNP4tfhtP~hVC;#JNO3hq2=SrBAH*f$ue)o)D(yHvit)R>I4h9P=w4h3dut#dib z6eRD%0*6Fmzv)*yw~0{@vb1E4$Rru=BIJ;^Au>3WaaQ^}GX86dT-X8MB!jHm zFt=Hb3}(=~6|(cmFfMZ1*&a*=(RSny*;qJ{ANfoFtSv98_TY>)p009603|DD5 z6-*SCB+Akvq%1`$6|z;Ru@tG0EG4@TNvUK{c9M{N-?{s4cRAPPN|Yj0id2%NPqvVx z@BTW^IWzCfJoBD8^PY?3#@_9I40ydBBTlntGXh;XiCxpox$LOFocwnp49tNbGk}r^xqeE}q0ns!uI^Y}CLq!DX5F~Wzw@4%n z%+uWELsqEJKhBrpY}D zTvgqms4GtcoLZsm&O9pESBh3ICQ-r9^(YLiQ9(;_<0g_n6>fYH(Tlr51^(yFjn0l# z*br#YfBX^^zVDl2ix^SCIbm}7^9d?2&%N9#>PZG6+w?GkIT;3d&e)jlph9dgSwEYH z23Ag1e>#3sfMY;D<@A{XPCgkHzd9(el~?@oV=4t$!vkJ>vMKP7bedTEkODd-iw0@f!=sW$#(km(UUbHRxWQ4#i)Bs~fw{bEv_)yOc{v?eBg zkO)Kl>pP6L6JcP~r`+Q&0k(I1zc(|5htALUBHa7&a4OH;{&x!wo&~91;l<#ADW|yC zI2jMSuUADC-6cSp(1YlMPIw4W`1o|f2oI1!;IGT&;Fs&Mc}wp8{)J`SE+_lO!k#6$gi>Xu?}96U-}NVc=Y0W-SB zU0w$V7cjV-C`ByzZL~OcNdya7^D)`6b68kh;O~DqgaKO8pB9bh6>w7aH(@IY0|!1H z^_O^x1==Qq=t|TSpha_Zed$I6{T)p@IeBpTefmQW&V(JbW>54Fk&4 zZe4TVFwm#Q|D4f*1(&K*Dw0$z1a7>X{5$~zyGTnij^Qj zbh~oQ#(xBucurZc9VEh-#P-gK79vO<%9eS6BZ76$a_HFt0-Rqvt5z9E1dSs?U3YF0 z;AP$4pZrz?P<7tQ%GV))^n8_BqaX>I9@`kCtr0-6VLwtDBfx{ViXT`n3D7XaYO$#% zzze$5_*6atE-^1;hevbcMb=7vjzpOD=6#B@BtYtycRO^s>+wb7z2kNeLGjt)8?y9Y=a|sBlN7oz~$;16fMY_(2aEgf^I|8g|jZpsysbQ-uzPx451h<<_-1>84rA z5*>n-q{wO$bZBt?_aC{L0iJ~$EOsFVTv5B|zEsKp5l&$qL!JTj!`B09;uugQnV2gY z%z)7O&DN@BRS=-M^R1I31I`V5-M>*<1*s{Cf)nejf%o#j(v@FaU+jtCWLq^DHTB?z zs;fbO7S9t^Sq<2TyE$eXYT(+sx_2qD)zCa+yI?(94S|Zp-SeW|_~l9{l(HbvG}qhiNVQ-JwtF!OxLiKfJpUUKg>HqY)E$F|q>2}b@MxE;1k@U|;TcQazbj&GyivFc37eHj0RCC3CUt%`XSy(Tyw zu6e|AsR?#(Y1>o$wFz8HH~xN`-3%U+8po@nn_;X*($lT488WVUnBS8J7+{)(JnsVt zc_4hk2mtcGDkzHM0BjD7)zTIK^aj*tCTT2~z7YPQshdz z&6=#)+ya&XXAaFCYJrfxghi+GEnu%&)cHE61zzd?_!(5!0@Kkh={Ggmpz!;f+qe}Q zqV|mptMszrwq=w$VV(`Y%icEHjI%-fnC;fRLam^qrME~CP< z6+Zd_INWOm0ZEZljoz&=EK+BZ`Lq@G;9jKqj<$lOskhfR!8XW^i#w&F(gvAZ2!e(C z+u-$Hk`TXK8yw19oUFLh2H)A@FG4cgz~~syy0xS>SpM(Sz!ydv949u{cJgt6U0az~ zaF7FahxV7X?d8Ce2`Md!-5k*FuShV~=fEUkx^zgJ15#%U*Ag^1kW(7cZW+V%w^h9N z#d9EUXmxTnkOMNJg#O)y91!cevap=R0e%~0skcu#@Y2u5yXG+m%8a7t+o>GjIb!LF z;o?MCyDj6(Ij~!0Y|x8~i#7F;Hksx?0^^?B;c*V68lH&X@`VE((e~$lec*sf)H(aX zeh#E;Hi(2*9Ps*1!2 zb!@ni&hiVWZGr1uFLtdfY=OGoOAgoKTHyZFqW`2g*WRqRPvCEXn&hXcrJXF;_Iuye z=e#VaQ7ruCzYM?^A2j#wDZnnjY{_@200zWvKF2(O&r9)^W!!go;ILJr?D1v@>fKP( zYu(J%YfpBM1aaSGplNR|h6%{B;Oj+iCU|A{?(~1w2qN+AF%ou6*s!@_$&JwnW3j@+ zpL`nu;)W6(paH!8P1;UwY=B?;n5zk?4bb=I<{mzedN6({5AoNP zE7jiB!P1r&7sSNspi#Z7u1K>ERPP&q$sVtTYeKtrj1<;_jOO`(#V<9m53N1qr&h!3 z{`Bw?yBcsCn@V_BQVpt6K0p5(tcI<*PLD?As^QwlD9pHhHH=S7tGX9gLFJD_M~WS* z;6YaLv({X$j@2sm6St~@-~sn;%XkJ{uW!%%bc_LKoHY~*?CG#|L3(W}iVk0fmKBa< z(?GhbsjZzsgA=Q#Llg9Aur!f&WrV9||90p02w$VY^U@|>q;SfL;LuXp;Ayep_1^YzX;gc1hwPi#gITh zKq%Rk4>O5PpCzjDASA=3>!(;ID1;fQmJ+g|xz}x8o}3LDtMUuDm)UU1GD|o~FB5S0 zlu{;QGr`TuvzT+_DRB1VQWUJxf!wPnKzJ7iHIbhB16uL$j^lIpvr`hdrn(+7dz=I> zSdAFWwj)&b7`74#uk)Tk(v7mg8fNb|+{pW=dptm*}Obv2{ zk;&IMPKz_}$nUCbyJv$~6`4yqezu?||1-huyA|j?(huMWT?Aj;U&HPEzEJFQUi)OR zC*rBG&fMFz2dPRqd@5InMV?b*&FYwN{<1B zpEe9l$~rTA3T_xUF8WxgyFZB6#j+vb)^&`RaCIUoK~#Q*A%1&?GY(uys=(4xfk)1PaXo#f(! z>~lpfmZGHj?U!D-lp=Bd()Hn=FsS`%<{D=PgJjI_QEGXy=u+->i-8?jlxtpMaajqA zY)UUoDd=I5R4rUsvB9F6g_E~pZeda6(TrUWW3foYUH45@Ar{>TzR4p{i$!X=%6B|p zVbNl~PjL5lEW$UjSz0_eq~+QEsz?%tjCSSy6gY}Qcat_(+%dtShW>|?{_fz^SER2)(~sqQI2;LdlK9P(<#A#K_3RnI@*kfUOf;eiDliVY8+jS<2lt*tr- zzbfF-sl+E|^-kiE0esFXu*Rb`|C`2teDJ7!w9D5v7LRI<9okh_h(`_24fP~yx$y;= z9{*Qd9D%=K;5#1iPX&F`;vpcL<65V(BngOY5kXy2B_LP-uS!=;2q;)Gtgz07fHLdl z|49ZDkb%0nVNfaoC0T8Edygle=1y^k6RiZamWDr^^MQbdyVvzC&vS8d@t3a%5z)$p zvrwx*L}5RTB_vJ~k#;EUw!bwIX>BU}*zZF`YXcYWYsPZN7ulCG3W=zBIpE2!8X}sm zsn@o7MMUDPaIf0$L=-#bDZ7)0gr;qTZ9*hTh^)J^JfuoOci#z*>Y0#`5smq|%!P!S zciLk4gGq=kce~#+m4spknPboKBs4iqIC`*^gv1l(KgN6@q2a}_(cyV6Zfvurx)2$q zX14u|P#~kq`(d9tb;)S#Q1=#5Ych(oSFy10A)|qYl>M18WYpcN`SMEv8O`0L3h303 z(VFm~+QM$`e6iK7g5Sv~)~qww?;ja09^%R_2?~m}#+|>XN(y?|X6eOijd_Chz zL37*Q4@NwoAhl$rFG@KSG}xZ%e#!)ohC^3HQ+g@LC{rt>G!l<;e@AtiaQWkpwF75((drLb3v7H?sZ2Uw(jyvB8URolcOF^F_ zN<@ihQ!G8{*M1^06a8sosz*eHANeaWSBU7#*~^&qcZjGaBRtgk5fPPoyTvz^5Yg2P z32&(eB1-ioi3Ic#k-_y2#+ykZa#XrLr@Eemv~VgV$-77>iSaytMxBJDIwOOvE|8F` zg`rWS8wr_Rv+`4Tz_tB_U&oBwe==!JYE|Czg z;j0ylD4EN1ZPCy*9;}j{eK!3`lIEqRaGJbZ3By z&ir;r@_0){J1ah37SN+1%?)7=ic~7HmYg6ctkDr|{L3ZhCsfqlO&C_(K|(*b1xuc_ zprX$Ys>@3%dR3$5k{v)rbKe$@ zs%#{q8@{rKEnLVbOu?3<V`3(y$>lJ`&pEL=cwPPeQ%bB;hq<64F@f^fTw?&$+3s z4}bL#P~cqozGF#PbaOWF%K#IL5{iEqoL=D8$v4w&cVjT9E@nmR%o_|^K61rrTYovC zAAg@9lU9bLKGe^>ax6u!O+IL8y(>jw{PvbqA{1;%wR`z23(YtjNJpD9(fAJ~k>eg&Xkp7XMMiciQa#ej zJo+I8@$qWh6yBYR-nAv3P&G?I(MN_Z`Evi+{QJtEBHW@-bL348R#^<1yy3L8!V`(w zHdSrBr+)|WP#V6H-rh%6GpQV*owv}(n)_^ zVTbnJGml~-A^vk~|9asVxTN52L);JvFTG(sng&L(VNVNRq(eU09ar!%13V1*vyR2*0P&m1uUv92@cKSZ-!PU3b$d)* zSE)sixnKN_&*MTERF0FKTP^~>3uAfdjm7X}`s)3E^JVa@`bMjLd>Jr0KMRT3m4i!I zu`$oTGVuS-a@n=D5(cH!_FBzXg5}D2J!5<&%;I8?BxYiO@2utfeGD9I*~mE-wzdk1t?(uW_==ik__L47L=A>kU`SU%BMDv3cdw#q+6&kp;I`e`I-j&A5ANMvT4v5^Jel}HP;V4dg-DT z9U7jw-77mthxEfv1KXwPa94EjN9Gnf@C)Xiprz2k?A*2cD4Gr_8M7(v0d$zPiSW?z zro;Dwdg=)ek9v>H}y0~I`{s~`ubijgy|hT)C>H2S!Gf$Xu7mq+i^z=NUR zY4K{cAhp|@>GrJ_j!O~_T-jI$Zx(BRdhD))^?QA$ODpPN!q2%uL#`g$pM}5Lo>&i$ zO&?~t zfitzkDKw=KF!r1CJzh1!-us)s^)5ETY6j=-!K_9w%HH8B`Hcy-TC{qbxJFP9SkKsD z%!F>9fhxLN69kCcpUM+yhPiF~G}TO)@OoUnTqlbOF{CRd52l$A+pXFDYG*U#x|b`8 zwKYLAg(}+-(F8@#6Z^_8H9^E-4@#a*GiYbCC)6gIApdLYo_*(8gzuf|&?~c}tim<`T+rHR#JsaFo4_19QXTz>JN3H6+Y^W1e z$S?3_!~L@^lbhYyFc2D|&vInLg0;5X3lbYTW+u*)Fl^{)&{}(1!iL+bHx&Z%*kE~< z>}j9Dh9u|JK!ap9WV|GqDLrCC`2GCtJEGVSR^i~x_ka!8LSufPs*6B&0U-9&3Uy1);%uN%an5SIEX;fyiyOx?k0r&K3xx;Q6o~G zN9)1RR_A_|bUj3R8uKtt)Iq*iTq3@)7G`2^_cZ9%!pp6UKM$H}V6}hc(0j>R5H=mz zw-i_l%KX6_ywYnx?}|tOGr0x?2I3ShlB)qbn91uH(DxwQ zzQ~CV4#jbm)!KA8crruqg&-Z)Zo2gw+0r3+!_w#Ba2g0S%vEUC(O|ucZ(0qvuC4pf zc+BD+4VEjrGZI~>Fo#I`EN(sgx%aB}q8AnZyIc{|s7m7Ik=MihC&-X3I8^!T1rd(y zF$rFOkpNG0tkw?d5MijReQ273hfyUzmYy>nbk|vOC=z%umK^=rn~jB_yIG4wZ!An( zN1S}uQUU)2nr-8t0=Cz#Df;ZkfUf=F564;Mu#_sVG_a!r%8qNdK6+FE9>*NMhBTLh z!o%MJJNU{$>_twT^rK=hXz?XWP>NvM#38$mzZ8~T4-_(AmqOML8N7N?863kTU4R${Ex(KdZiF}CJRt)*5xi3n%0IULUhddT60F5ab+X0nK$Tu}|96puOVxD{NBoyXBd`ZHaD^lsu7tl2pc{L4u+vjJ`iDZK6P=vw&{wZ|OX&de|ra(vi z)FVNwG~j87ie(;t04bqm_jHT{A@Ctx5-%J9ELLZB)Xx|QKm2}lEhPX_f|TM}{oyd9 z_e!UKHWaAw5$}fSfxuJqSNct^HH5DZ7$nab01vg)%=#WLT+}y7i1X*_iNhgN>C4)P z=a7+b=w1!P!*lqF@Yh1PMb`L-^DZJ|< zW&Mz^PUiJL|$@yhcCI6^(4qxv;?Fj9#x3WDm^5B9_^J zDNkMq+VV-g+-URx3XfU}IlAK}8fR_`6UvD~tQpB&)u-c-oPO5VV=WO#ZhyK-l35%I ze5<`S!X4+?xkG26Ar*;{Y`U!KpQ6?I-qTd;Omz6;@0PR68E7^6!6u>J3{<{ZBBiq@ z0}0uEKi#LBhw{(*)r`92A%zPP3#=!3=^HtUQI3ofTO3}mtKeo^!r5a| z6-aSw;lEac_SeeD7Vh&_PO*5lvEXVh(WAC16qk^ zq&O8wTk5FM!=Vapf3to1^REgN9N1@KAX14Y^Ha&iij~NyOug*ysY=A}8rWicxe{ru zYtE^@U5TchHWzP=ujKZzOY*mhD^ahQlSNluB`PiO*E-l!i55SMcEwF_<6*?rv2_@f zT^B83Ca5d@rH4IXuGi5qLFsQx4hH@YsgT`*N)gKWt zXdu+9Y@!W=YTn>~n+##l@E$Eq{4WejkTJi!Nd$`qqc&Z;p@>DX0qORgr?6=4;*+yV zm$67WHs(;mZLZFr%om)D!=hZdGh-&jSag*s--fHhqHZ^l3c(&M$~-NV;5C6olah7! zp0C59=8*xHgHky3KL7v#|Nj)2c|6qL_s6BavLq^PDk_pSQc)^LNVX)2LQT zz7DzHv5aHiK3NkgT2!(WC6xU)zrS9Ov)uc5KkoCM`@ZL1*WopdQYJ&| z&TPF=eKHI^_21ppvsp(hQt6A{*g`!@EhB9=#ElADoLu5v?>qUH%PL1Me{&M?0S)-GDlTE z=QZo+0r%94Y-!s(pv;B8i1f{aM4|YnBTw_dNg?~8E;SF9e`SP_>hpjec+;16Fc0{* zz4dUM$%9&l|86!5Qo&}Bh{%8yZfR3h#3_o8j{p?U8$g1w|I~gL4~RB z6Oz0cR2ci!wAGQtiEFJEXzrv!mdVML{iB?CqQXqXDjMjhzxermI}JpK4Mxu>)8P7< zA0xT?G*B`B^JA?o4QdYs&D`*%LDlXP+|5sEP||i_qcoKU{DM@8$a+rR)QQ6*12i!E zk*1+LLj&dZK5dd99Xwd}CwQgk5Pl_YucJCgdp}M!nbE`Zf!JsNjE|ZR{3`YrZ`J2RJCobJV;~>A ze7TC1XY%3vqsAYtJPf##Sf#$WkpZfF3PK9v3^?b^;<+NnfZu~w1rJpju+@nW#L{9w znDdX0p>qs4Y4w_$---bpfkTZ7jtn>?sN-nl$$&v8eudkC42Yl~xclf4148(M&gUm_ z<_{0G?ayJr>wEboyi5iZD!&>#!DhhZS)nwK76yEwr1y~DFrZ?j{PN^y2HbU?53!wK zz(rY~`P12$F+C|qZy!o)@-l`3_J0HSb6AJbm z%LjTrPgm%94j<_N{*jyc;PL(b7K7k?uy#LPLrcjAHF4&sP$7qNO~V8C|MFqzqD4se zmwd3$`?l)PVm_Q)W<=@nbJpEh+xh+$1~9`MRLFZ7&~oeCLjM5T9Hp7*c!2>6C$^O)U1flRhX40wX9oB>8_LglGoZ~?*Hv; z{R|WKMB4r`yugI5F($S_SDEnr^!KO|XC^4d6!HJ?W&-=Z8f{M~6RtHA%+2GN@Oe6U z{?SX0O^&!)OJYLyqTiL-A|`AwSSuu1!-O3gR;=S~Ob}X7ytnx+$FDSZ_v%+BZ0Ea5 zh?`&ndTx{ZJX6XJBJd9WBre}w1eg1b;;wxtf+#QcJlA*;TotA#iYyjE2ijb7 z+*u3;6KYp(kP6_otjGZWzCw8B^+eh?y#PMHe1CgyMV**mwirU(jewr-7AD1>u* zx0JQ|3c=vA)Anzw1(3=vq<#@Bfd5k0`Gg4?A~Zovd{7hS$7vj7em*hJ;_FrjAk`Y&rb z3*e6MS9=?30bD6^Z&ueSgx-ffx7#b3Fd1}8g13MPJ{l7b&z&lO#!G3ph@5q{9aa2v zb(9G$A-gRO>M&rfinD+z=X}_=LGSae+YAttbeTWt#{d=W$9}~Z^MNTJm-zHK14OUc zC#OH;oL47(7z^Vxu#Qt+l;WjBa7L4C=sr5cDN8qA)8^FCwwqqEa}*egI^yoJBM;?iJEt0;3_1ZZRV!Huz|eNgd7C|Zudp+UnYXr{d=~LWpZKp z{O?^?%yK~_<5VvW65y+N(2x4{M6h}4PJ5S@1F}1QUfJ501Cgq%Rk|Vss5DksJiILn zww1+hynihVOj_p&XSQU*4*|-%Zc;i(%+&9`rIZ0u+kEmmUZ;SA;fakhsV^WPK3D6S zVKOM|Jn(eenF69KHy;UhKZhIv$?+PWC!nMIbo#PN90c6pQ}11~r2 z+4eF$7OtxuD%dv{0yZUE*}ke_@T0Fgv?4SRzDAf4{?NU_Z|?m1$HG1!S^n)}o0lI{ zFT|}~^V}M$dDNP%gjDd-r8^fcKeWT7ZAa3wa;#CjG~du9+ZXNWM;Tln?_myUImscRfbwx*_DM?kNHX1uO=YRSs{Ou83M}m zPWj)b642GO#xgR8h^l+;mi+4@;o;nK@zi7z-mqI$XOKunEpwggzn)U?yu;narYjU= zK9;>K9#2K%4ok_;)>O18t=gb=fQltQyxg>uXef5PJxx-Xjt+e6Z~x<=<0kW>hrBx& z_*U%9QLUE@e0N_dO+1Q$hUZVYWD77cAd&BZ-#i0b?DsS(jWO^|suU^f9Ru?(wS6K^ zF|jDQPW!1>0S4^McYEqsfR(4Qc*vpvz50cDZk{c`dn-@&U zT7b_Bx%c;w3s6-zbB_nR5WnTld#qy=;+OhEA}LvgC@%Bh_MT^j_{X09Kxk_b${%}i ziON@meT6iV<63N20SBmh;b@wypriw7(SiVU0w<5ItisO$RiqRZV&t-1`T6Z^G3r_9?@K#XjD!Z&Lzj;fqs;r0$|5qwXg(`Jc(t<_iGBOB1yhT$ zvaj=DSzIwHcs?Xqh8Clm4_Hv#uPUzew9sbFmy_2lp-% zZ>d1MoO9@{L~7X; z-h)YOv>BawEMLpUqg65QO*+}QZJn59Zw*IVPcNy4SE0l3yyzPl#Odw+YyUP?p?=!6 zI!_gjo#SXcl2?TR@^Zn{kSdhZ`R~}8b5(f1G0gFAKozR@tW|vQ9q|sZp7tL`TqU$q z9ww{sT#)oLfvt$YwazLEeXc?gvkZyrL5OOJvFlTAZL6 zHhfB|MgF8KmW5wxk*8n&IMJdGr_4PLH7?cS_W%8a1BP{IF#99F>vSE8G`GoaaH>NU zrNP8$+d3SpQDwiqQirEp7~j#n4&Rg8dNlUep@nTqzv`Yktg`_c?5M-bbmx86n>l%- zL6s>&b@)q854ia2@WA3oRN5L&zQN?di(x$y@@OJF`5z@sPjI)uXuTiZ* z!Iv3tuKudV_zfn6x3p?>Ga3;5t67bqHCZEiEJW&&H2IHY#GbApUdvp>H-~y`*3MU< zyzYYsZW|CAzFPGk@vp)ZcjY|Q88#|!-FjKQpN%fOuE8$6Y^-YbF(Gra@o@JM;V`XA zwBoh4;wz}cv-b5L+fyoVq)+x!MnMH81sr`C*-?SE=l}Sfh^|1sy^e0f#8svIvh zNz6~u%d!1h;nTtO<@i@*xh2N641=6Y7W8z=@X+fp)lTs;^t?p9op`4V<7#s)?w>Ei zxiRy{hZW0EQq&zbMwa2obCz`Lr!wrG_q|zK#=?Me{|#@BWZ{xKi6^s*g@$rliUS|B zkV+F>t8P?=#FzYxZGTz#YGLZPN<0gDwEd|Ah9a~Trh)T`f`e;dOxS$NZC(@FiA zQk=^Zvd=qMiYGqSPd)G}#qS#bewOYoMX6PGy!6wh_$t_2PV;gpK6+#5`o9Au7!eKY6UU{DqERw@hismr*fRV7GYintT+vs(al{n~s;<_}y|{ zX~-wX8 z2NO{90gh|X_wArp5~`$s6wt^weKnRzZrG?LkmSm z*Yf*`v`2W9)lzV&>=Ckl@~uBP@&s*Wr(*ie!jLpRV>+z$7)c!+K5^L*C>%R%Meuom z!n4pYQ5=Y!v5b>DXwhh+8@BP>R5V65stm5%5QGfhsKK@A576diL2`wjFIH<`lMgoz z#ZSSJ=7}e6BA0oWr;VH@W(4wvaJSmwC%YV5E)jPOBnt?xes~HsLVmWg&sks~`?>n! zW;?WL9FOCp`+-eYQJ-bK4;WwGKK$`a1Zdol|F<*|4!`yt4Sv=c4xTX*hB>uyP=7|< zV5&b3xRP>7l5=rz$)xd~w0J!19FuI+(2a+6dV^&|k9cs5FxtN>H6B90TbZXe#zTFp zLBYX^c%Y8Nsqt@m0;aSs(T2lMV49cgNs&(lQ**lhG5061xY=KE_(m!iP8z1PMx+8& z@VAmkUMhGlx9ZDwr^43?f&hIn6|`&qC)p*F20c6bN12z>AYrhrJ25g17B3yT$z7HP zUtiWbP)E}sXW_q0H_>#ckILKz2IK{`kS)BOtz(xB9{#T#I>3H+Sx$yYmacU z$_CMwsqU?w*&wy{fwgQ*HV_B*8$}bcVM0$-V~m{*PaZcM((la%&7)b;l!T3;`0KoR@bZ5TL5jda;E~0NGICLYZCy_-wyr6g5ErlZe^& z5gsBmj-(#d6(@p2YwXipRU+_v{`Z5&m4>f@Zp}vm*<|j(0bT9V*XJsIJK!rTM;;YU8LUDN_H-&Ovk!x@683H*j<8mCOGqu zDdZ*|5-2a+7uq6D0{*U-&#$PGKvd|~yR>s85WB!-H*kXli9u%5qJbm`$mXTlByp5a zw5xzYf|A&~`5RkEaKMf6(f2b6cyd*AzRz*|V`haHHBX7 zzFW662cGbSYE5vor|(8{V7Q^=g*`U`YTpO&07*c$zxIf7bb5^|93lY!xKujH zfWzxXp+B!30o1A_vMu}w(CwyiH6wulDf4bKAE*SNC<#RDY#@N>uVb&TaQa=RH%oSe z83J&Nroa9p$l=p`*;`kN2zzzEi)N`4A#s@Qxnf2Hr`+eZS6zv~ZQ;DCCV~jE`&7~; zGB|v>IE4o^)`OvkyLqC_G+81|C_PU*p@!5dPF@ovtz&5|@~m ztxtyK5N-FB>tv96XG*j5C4+2K)RwZRoVdbmgKgCRe_s!(zh6&=#z(5fg99A<%*vwH z3>gCc{5(h%q(HQkY~5xl3RriWN(8D?K-Avq>zEk@h9=t!FS=47(bZI@I)VbNh6Gue z3<@~i*tsc&MS)l!*MU!+6nIx2Jh^t10v=jBV(Yl_V9L5AHhpUzXlA4Ih0 zfIKJ(arvu#E)VqQU75Qr^Pv1jbxfIU9yDz!b#QTJfaSq9_A3_##79Us9Js@P8%<5M zr|&c1n%|M3^Fa*w!rR@y{~-e!@Mo?`A_F#ja|zMNV!$6q-x7B^11@;|N+XpsKr5nH zdshxT z+b{7GKglrhZ|=C>2pROB*!&NAazW~Dt@72koVxpbEL)XcHK)M(L&aRXjq)JP)ww}&GiSdE8x}4}lHk|e@zaBx`hDfnk>fN+gij-}u1UiL zU=dAM#vO=o{bz(u?raWB?e;U1QXxRjY2zaw>(dvFy#+F1v2C-|NM9OQ)h=Dg z6i$a*U%tCnaQ?%)6D+>7qSC?6BIVwdKS_`?XPZ&4nhe_eg{0*kB!h8}hl@l@G6a5d zC^juj1YwP)gU`91!#3Yr+|EYN!PCrb`}QAkuufLSPUaZrz7gEeYZ4X@($}sRTds+L zqpN2$ejcSZu24sWlcOBC3gcI*Bu?*kf%eIHdq zd?Btz@>sOD(N{JR9`-B*LSD@7Dd@mmLyB!XWTF;LTK{rJCa#kNU3JL8 zxzYdBM_dTFTIx~eSrr00G}<{Z7ISctCDDGgHU~X4qFzhqlQ32_Wrcl*gzX-2P3Mo2 zP&e&@V4x)#hxkwT?((M~o88K9t3^TjrPF`1E2$_u{wH7|l!~oMlO6^+G$eFLT`PB? zA-yY1_FD`c-z6=4Ub;-jbT`K*N9`DBzgA6gQlEi6tLtuk?q}dQa+k|-`W%z6A9T`L zCf-xCZN3pufMq|$^c5TmP*y_a#K74C)aeUcvg$9uN4w?kxLzy7f{BI~S!W9I194zz zwL&3UsphLIUMNE6rnAwaszn%_?(j&dya+9v2R6MtQH-xlifJ{LB}h;HNH0EBf}f(F z$Qm@1Ac^OIQ6s$sE9oC6cBGVGp-7#l_TEw)d$zhbSeu0&6@8+o53{iRgYV1$H5ymYtx6y z(LBJ)=Xy^$3J9hgGW%J9QJcC1pMR{tuX8z0o4PA-F6<|tsCgy+FY=J?U%g879nhTp zd!iCaJ-Z%@C{^O)ef<7|MV0sq#VHb`N{l- z(BV!t{!~eyo2+AV`Ww^F#8NiS?s4fc%VXok71!CNG&bIMF_wDygpIz9lV8{= z`Ls(?$!%3A6fQDtQ&WYj%e!~W6jx!Ltk2fpq$>1l%<4WZgE%v@*F#_zVs>kLV!JTn z+s1nuv1<_B>e|Zm{#9Y@U8S9?epI0uv=$V9tU@QneJ4G~5Fe~Eye0bqQO`Kp=4%(? zo)1c)Sq+HXcwWt}43Xib?nbRoX9|AopO&VN}8naeiw|d!BjlQeK0#=ZdU*2FGu~3b} z{fv7M?1O*;O7@kN*b%0RR6K*LOTs{~y3{Ges#HG_6WRBCDvk zP)JEeO3DpUMu|kqsH{?%Wqj?G6}rQ{=7+oN>n0kgtTYgA2_=4?-(R1{^S;jcoX@%E zo^$WrnJn(c_FFyVjVv5kbkim5j}FI43b*Vg1o>%BZn5GYgMLIDA$6b6TVFU3~NDiEP9lD}g>8xpDu{Js1{8`}7( zMxxuM4P{Wl+Xc0u%cRI`Dkwti!}O=z_mwknA=NDpZ=Dtas!f zp{e>?zx+5TBZv_fy|xqmGJnd~sM3k(U4cB8&7El5@qejx&Yfua#^4x{7oBLRX`88B zRwpvIcwFKw#zm{-w*7sznTx7+=$p$+anXGFEB?`gTvYbHb5ZO77j39DSTSPGMYo3^ zIPUW0B45Xl=QG#1NH*^Eg?FA@w0et=?B8H6I-FCJGJczjE^CTz{1m`NX`v@dU-@xS z$Dj7oOdl?~IC{^Fiua?c_N(~W;o~Ziwr5=7qVDr6wj+bzn~VBJ+R;Kn z#C?y5c@WTjjXyK_RbZuQH7G5cI**0dUt47f9qK` zy2d%#DqGJ&dCxE2OuxWFrvvrA+ze!)O{uLd=I2;Q&(6;K`fV24pqBjohAa!IQkBPh z1@ZGE-$rcxb0#{LxWsp{g^4Dux^_!lVInmoVI$I^jA8vQf+128>XW}{-(`&v2>Jt z)P8VHFdgx`cJ5iZm5x-D|C8pL&`~Lc#!=fzM>LD$TF@GwTJk%IbLZ* z$2B}9#|#>grKun1ZYftHakdSotKHImhi42)42kzNFJ<|Zm&RIuPzx8&R3uv(O-|r?<_;3 zx4&hb-uD9C*~(~nH1Ptx(|MBYmtTfd<2KADPnDpQop-Y&pO>Q5W;-|KXO|%N6UjkZ z&x+AN!LzQE+UMwxxMoJOQz2?F7StSZ%STgebM+mw`RL}HU?{aa2MxJ73~f4|i{!@y zo}R7FMJh{QtACp1pbW{?gEeJ2$cZm(-7m>pG&SwLT`eseY38~6lm@4vb_2H`D{Ruy zyEO$@+V4L@b2>MJYE@%UUh;W+{o~2VJHfC{9a7MU>z)#?8}W#cYiYA~Zw#6ma{jTY zH5OG=Y35K4K0=|fW{La@LC8V6U-^SZ9J18ddh)r_Z4`UnX}16RUDV*rk(0;_M0{qf zGa~o&QD`Oo!`+-qC^T52Ackjx8XlXa8bNz}x?NcG+aieKMP&Ux%vuy`1=R&Gt=!vOI`Jj>ens??)9&9^t z>R50<9vn!ZUmx3;2l6rQ!-LFc&t#Fa7#%ska#cdra2A6{Y7 zQ_G<8TW_-}sSGqyy@Zn6uxm{17Kh8gere)~?LrwGO=Xt`uPX=bw8Anim2wDv{Ou;c zQ8^s4=_}MYQw}+)qqF=T<*;b(lFXa??r+K-VHzZ z-Xejj)d?%da1xA3ud;p|M}nZ{aQ&Ke5`2S?N4^!2;CekVL8_7j<{E4EAElF^$E@Rk zABO}d#9k!i_2PLi8R&M8l3<6n$R?qmB(UbEC}}Q{V6_S9jEfi?=lniD?g{|Q>WU$+&F-jqjK_W_J=CdambhaDM zufIhGxti=>N5aXlS>wNNesN@oIeDWuKb;JU7u8#OipVf=?lx7pk_@Z-5(>2FWEj)5 zPP)V)11VGM;nQ9+n8>+?utv!MmR&bzcz9iV^u2d1kwHPl+{0Fk0*c+KZsAfC&r-GxSmweJQwp5Yq@MG$p}@t|zi09Z6c|+bWZUCO0j+p~ zmGCVJgvdl%XoXY2`HSPROK}wNTL1UR({u{_tG;rWRYU<*nOglB3I#k8_;h#BDbPeW z+-J+7z*_g{J>k6+n0FdbqKs0Yjc&q}a6 zw14JTKqZXHj7)70uY~kNkH&4{D#4^%{cBiyC7d+u873E1LdW9GPa~8{;18GTTSu>i zAT#P4V@@TA5l?sB=&b}niQgT0qm^(!_i0NvuM#HWv{*t*m9T=>)1WCv1;y5zwJuUr zs97gXOH`o35~GU5RHK3|>stv%K_jtciTU3+vR9dBg%Qomdt8lUyxqEQLpf zmwY!Asz5@^dLdV>3JxBfnSHHS1$XU|ehQja!H3KHC->P@!HK}W@6LoO=!gy)P4KLO zv*|KJjDRW_D{K7lGYoIv;QU@8t_n7G3HMm1S3&vkbMF13DlnQcYbQ~v;PtZcrs2ja zaFl++Sj(w`FG_onQEwG^=yg^5j#k0M@f(%7yejazuz~n`5zl*#_Cips8r<&M7wwa( zhT-^yJZFV!aLmidN>HnYK8isaL$4anHVq~HG^vKS@4^xkY^uTb`_33^LN)aKZGL#) z6ML0M1StS}+p2rRVc2`igVx4jA3k-`7S=MCQ?Y?r6rxfJZ1I-ai^u_NER339Mg zZaeSm#V+3J=sb#Di|iA4*c}&7GZwKw30nOWt%07Y{1XaNHDD`XYG$o~z4p8DeKqVI zj|@n9*xGyahfT0exjJiYu+RGJGa_JntW)###J*FhoEw1s9`?Z(e~63N z7AJoXiPnNGVR~9psup^#CrlVBVBgpJ=A(w4_;w^m54+&jK$i(Nb#uRf4R%Z2TMYts zuj6YcPwa92&iDZAf4QynFznSw*}Pb6*{_ZA>DU?%>#T~fjZ~`cQLt?}WMU(>t9Qjv z2X=sDsbnwq1M+jjQSARt=lbxlOXo6j7P0G7Q@cd#pr=#+nSfLs*baV-(@?5o)tzn!B%t&-7?u75X0Bora{(2G64WUeuaEt+HE#KYcVY!ttU ztvY&$E?N(^5OsjJp&oiHm9^y+u$|h~t<DUr-%QT9xKVgUB>2x?py_W50;##roY zt!2|`*rA@qaz)tj;svKD*tr$icN?)OR_QN0u-U(o2j64AdzL6Miv3MD_An3oZ*TPV zMFj2<^$bhl22hTPX}m1f0N;}cC{&^WinG+~lBF8Jy-1*@Vk_>%*R*B@+^h2{2b6GU z_>t$-aBn|KT%(P9k5t7jecV5MePLjT`)F0k8B^RR9~OCA;68Wmd6W(Ae5(0b_PDQD z%%Kr*m+Z{qy5hb$E90vt?h4n__!d9~yaT8jkx>N&+Do_mdHE z0dcsWv5SdK!u{f|$A#&*UzvZ{kc+!dYt*|U+;9IEF;$Lxm}l7XO57hEyeC_W`&02y zT{`X=pMor#aerQM`!Waj^1HV}yK$#k`6u_{-l*VLF@SsPFQ4X7+`Cxb1LL^&J-a%` z!+pffbIm;N6T0rZmT;e0aoIq)5sDXkFP#x<1b2~AXK#r{P+k*sF-octzDrv;W^Kh? zPUbvK0e9sod#)1h`x?)DRl{8`{xqL9?#9kG()zfc(6riXi2G?_OH)(aFT6QHu)y8z zxp{yM?%n}rvG%y%GBYV8;C^@0kp@@XAC4Km^Ta)&)?ms9_q4}{mfylX?}EN;2<|V` z4(NvCUdg9x8I3!7rFA(D_okeEp-H%NebtlGaer^DR*{SQ(0bM8BHX`^Di4(7{*$_E zj)MC_)Xp`vxC`5F-$loL)oyu%X52R{$eiKeF4M8qyBqgi8JnYeao>AwW7Yuf`wgUM zqqrMNtmls7ZayUWm4~}EX${{z?haw%(o48svR%1Xm=4NUcZ!;d(c$~eSrLK+9g0Jm zg#)DM;2xDC7`qksICuU+1>95gmXH$eIV=CYRl~jH!=Fhl+{tBgBKo-3hWwT>#GPgN zOUD#wPreKM3^v5ICL0) zB29PfrbAxRH{{<-2m7q*x|jhvh!;iIJRhY4{iQ<{8pr!pt5V?>>8L*7MGCxTHkD`&e zhh^%$_A+LpT7kO8gQX~~MF4DbZ6XJEmAHztP? z?Q9spXSq85nmq%C>;_^Y2@D8yeEB%jl>uF@_oAtu4EW<^{h-qa&*!&2@=E{%4DQT? zEd?`xexH3$Dx3lDqLV_^q8ZShcsbZ4jsagY_TO<#Vt`MvXrO;O1JbB{{xP`>xWg{> zdtQX+dlTe~%JF)>T3mliVSvM5nQN0Z_;{bkQM`b2O*{s~Hk+OOG{*o!@+Q04 zMFt#m9kW?2%mjDcS}R2{CS+`QYzY!fI3#+(!cK|_v0K%SU)#!rDSN(SkqS)6YkOsq zsl)`=o4H4*YD_3Q?`PDh#e_FOCWpW1F~PEJBP<G~8?V+W;mU&(&3$ z3}%AO54lq1`f(rg6vbvcG4Hed_6gf4{_5*Z1s2?>8~pr4 zi3P_@U4{$PSWrA2Jy@^B0=_Q~2j1whU}gEEfgguiAYENHxXhFV@t*gk12`sP=)cO_d$^uiO?d&s876=Sl&6WAEV2hRTZ*~9+cNhz}U9UUEqgf#9&`a4Fhv!cdeR?Q~1>XOBuAWY3L2u`N^Q!!rUe1D8pO0@T6c${bX>ISQVZj~3q4%E~S)l#KRdBHhpI_Ge$qgL5-$9GU zJ>A&Xl1`iSvLGV!xENu81@yYwHvyw8Fqp|Hi5q9ZZw-I{Vjc@DRCdZS=2)Qe-(*DJ zA`9wQ-n#u$hz%>1`{<%#Y&iD2MnX=44K{E_Qd^1*Zx};2%(k+DSkt}woB|t!lIp}g zl-NLU9Fz@IV}ro6_{axZY#4QU-1==XMRf8oo9ZVh$B3S>k3h{CM= zJvPV-z2D%!hXvKUALcjW>(?*NuUeyz&$q6n<*X44e#A+hsxV{08$GJehm$NIvP&lZ z*s`EYPo{0X0}B#ODo^coVnJ9^M~UfW77Q$G@VIc51t0U?cl+L8fv&Y;OmrX%mOWJ9 z=7-|zFg8-u5P{!+IXnLkkMR3;o_tF*fdzklKVW;N{Qq;d?CqNwCWPMkd-3i+eE)u! z5V*1of4;0lOXt_HAh_QtUCxgQTcG07=zS(!pcMG@Br>7>>J#()=S<)mzAOLU8$VZO z-sMv9bL@D(A>-dH9S&?vPWN8PfQO1T@dRX&~$)h55M@5;l^XMJVaC-{57 zhsE3fkd4Qa=e5`W*9bFrY>IxAG{U%g9(hAuBRtxtGG@825lka*`wJayg#5nJD`NO} z0Q)L^dZwoVcE@|yjZ8FvK~;;u5fXx_syRZ?4+Ikz9ddh?A&A@=vi6gwCA<`yrPkjUt4)6DGbE$m^Qa49P4xe8_?meCO>QzLz`Cvpcu(b@dCt8kBHkHG_ zNk+}5+zNPe?_81d$O|}QG{SNhseq|-)}?t-WpMS_2k#-x5}@0Mh}edezyZ|klOtFR z-}%Qz1Md}rYk}*!AFM(U-D#E4B~%2v($}BdK+A{HMh%;?$$SWu3@lr=qX3+2SM=>Z zTL997?#uEydC)DQD0{#(7c7IcWJQB>LA)_;_ADhAWR#!s5qrGRNhYVoVw6qqu}Or8Jl8PG}w z$~Y>i5azl{oo`zbY*z}nv%?_?+D|`?esU@iELS8O`@|$dRD|uByIGH5e0T7z#4upl}k?O_aV0ytpgSY4deD9oCW_`Xu7*bd$yi5Qt-_8c_ z5I@K&(zX-GbcTveG7pYvT!J;p!e@^$Tw$+5MPQKiW#IE($9WSc2YhCBT|7Sz2>rIV ze*J<0ct@N!_sqHq241Tp#AzoW%P2fLQQQg)MuZO)?e|56t=P(@|tkFT)@T~PnY{0W28P&^??o@7for!PjcGfgf!!81 zk9{4G?64DW?Dbj1mwWu}c1JtZ@ZzKAh@mgM(^d@ZZ}J82>4k4+4Q@ci@cZ@Zr8nSz z00030{|uLTJXKE^#uY!65^Yi`v`A`OGF_w_T>AJ&g5w2emFNB`_8d!pf|XeO<+C;_uuFZ!4J z#-KZBe$DcfcnIC=frv~ZDg=D?dK*5+tN0_Vn@gV~Isf5%rNLyhMej}@x}Ac8RhK6> zA5THWwGflW?I~F7vF;bQBNc>!%|b_|Gj> zC)^+l0n(j|*{ibgT*52l_}pwnvpbE?{>#F`$K{Pm=Xs2f`io>2NBrVSeZ|bGa(w00Fb3&!Ut@9!K zVDYtXfdahyxjtsTS0TnjpFdEX#ln-BMY0o2dr{W5$n!r7kvqI^@1`ScRM&_rraUb` zagvm4aZMrCu0Fj~?+Xj%y)`c{(2i1W1g$ay={3#;N&-%KCv%` za=@$6-!qHxdR>vsQ=?Km(Q^n3mMX6c-6+tfo6o68XTZE5uVwPnyfve$sG zR0hGIhV!#M3C@1rHuvU3f-67weoYA?c)h0R!HZ~u+#^{sW~l@Z1nn=+C?E)wo#`80 zPH=|YlNqcfaPQuC^v-S$LZUXr%;_MoXZ7_{eFTp+4*E~`Ttai2V84j8(`)6ug;2<)$=Sz(Z2kPIroB(^~eVHoH!-a#pZ_2xU+&EbG z;J?ubPY(P-kTD|!9K&~y-N}}Q0-W#x;d2@ zSHaTEAe)2ZQchbg7II+sffRa_a!@gHy&{6*zdt1D}KC zt3y-%wR2D;F!%SoZVn`j9w{q+;y}cr)lO@W$xm_D3$vdbY_F-+xH`r`gY6fdw*VL0 zPfYiX7Un|!6Lpd`i;JUO>-RU!<-+Y6d;cd%E@Z@8jtNL}vGUAGJIPgCtot+ZV1ptT zt^xANddgfFjHq!e)VPpJJoCy~gNrt|w7$pMjF#sQC-31xVM*FZ`9Us>W2OGI9pPf? z72fZmW6U@wONXahav@~i*e_$n#jN5V-CJz9$TJ#$V_?sPUrH3u%7u%>oQp5r+_-2O zs;LR_I&ha>Xh({(MT?eF3G+WPvAmMf4o^fl?wr% zwpW_jTvR-w-k270VcMJc*0z)xC*)weH^qgsi3dOW1s4_xK1xaxtJH`2OS=7k0v*Dx3r;G*$Pp z9tl$zn3g~#&7yE1OX~}nOTkm;hH9H6g({1Rn4x79r2ctsoUw|+>;%tlSw#v;zpg%4 zSEjHy$l1k6jp^r{pnX|`g8Q!YfxFri410zTKifm0XjYX${y_>Gn-df3k5K4)VKTet z7=_<8?wdwWQ4qiQqhY2Mg>&j3vzFRW*znqV$~t=r^{PInHC!khet~KG-6-e<2|Ad2 zQm7eC8@GEv!TH+EUp@g8y01*%nGixD>(}$e<&hMEmVe4`kEbB=^oH|93We#%%>A}x zQ<&SoMk=n5f>vP6m`NE0ZeF3>=}HO>)hAu@>lyt~U?+T?i`W$1I#Y($!!u6At2B&@$9ckfUC|7O_`vSJiCl!mZYq&T=i+W&kFats7hS@u z|LC!~D4V?Dbb@fPSyT6wO(hpw+Pke>>$q4Jw6FMKGZ(gsp9LaYxwxn%+L`%|@r7#k zO{#}^{;52(?K2lU)PAk`_Kgddz_?)H-(0k~?$2EIkBgfxj%-$&N8V?|Jqi29PPwVOi6LzAawdnr7=J858hh=O{N{eNC26yle*v_CsR;o@KK zDfy=<$gFgVslPzM>a2Bp?-j;R6LBTu4itu}_H18xlLBky^&QIYjIXw?e74t{!a9FR zm2-X+g!ee~xCJsk`fV5*9>(y}y1%_3no;j7eocuK(mEx|KBqB0s{XArnM0vqs;rv` zn?iK5qsKpnpKYd&GP{C8fc#tW`Lz^|`e-Nd8YoB}ldvT%6q3DKJ{R&S_?Yc3Y;0w| zbK>s0rdo-rry9q4H&sHaWMK=XR*C5B;(LzjmAF~pGEZqoB`g=Gt$eFhiNVHejfeCq zq4gzM3I{5oDZTKZ$>B<FtehC#dRDlr;+sBM{h zC0ut;4`|b@fNeo-S|efV@MO8R~>w za9_2esPAC~>J3{SZqGdu|_W*@U%wtvBu zUJl^+($;H$gB~%*(n4l`{}}w!ci}h(v)ToPT|znd_kA4>#d44mef{7GemOdd_uLBZ zD92f&3r=Gn%dx1rKK}l2IRw5OY&G~>j#Gz2Jp;qb5pi{~gOEl!^7VM?le*<7SJz8T zFe=CUVBNZxG6bA~%8JQt1n<~tBA?6%1pS^4Jxedc;k#)*?3Oa@vY6|syrB$1D(;TY zYfI3*EM_opyaX>g)U(yBOK>y|y=Rk4&{275Oi-o-u74&DnVu}c?^EgBUPeV&l&Yv$ z)X2u~p~N{XUly8|zKfa8W#PJ*)xx}=ETmu3>{mO_oMUu(!-at?=s8a$tNq8qm0vCM z&M33+M(D`3#r*|%)FaT)da?i>SA%~XZOg|l#myvdMgd-I{M~5GoVU#D=l4)Xd9a%k zkaEf=58V&XnSB$>1E-Tq*?-Kz^}ZJU1G2f$wCE4EO3Oh^=U8RrmK=!9s2>hqlnoi) z)9NpVjM|)dajq*1D?|eF8m+T1T2N=Co|u7G#YW=d;+asaS?W`^CIgEir^H!mr{jua zjkNxPR2XS%XK!*&#r+l8bIb!%;9G7pq?7X;E-Bu=Y4e%$sa^k^FF%qXFD|CMWML9M z{jFU$qMnG9{|preSH?pyEoJ_oTRgHiX|^fH#K9L0%FoJT(VpgeOccic*C6h2 zJMq@WTi76Db9J$t1EOm@3p2htz+#zn#+`gel;??l;a{*uw2tu`^S?GQ@b2H*t78j` zjQgBJ;#VQy+~HAx#SjRsxUy}T3IrsNU#N@$1U8TSyFW_@0s&iwthM%`oNaBWeeMtu z__lK}K5`!s82_XH$WDj2%`o&~>1Z;~kJS%tR3%;gUHj@(ElKo^HGZ3tEQmmAMO)=M zb0PrU4Y#HrBQlNkh2O-TNK?b?h?_edNtaDf%fHJGr0WrHp@hFZ5fF8=oF#vgXuftD z2~)m7^!82MT($2Gaf@=dbSQ8m7WJ8yCbr&W$VBqcgH$hK_4SwEi*G(eGIZ0-dBT3g znYK)ybtiyGJ)A{(G(I5)H94nc#{!AW%Fhc81wx44j}t|!n}SGN!FcWD)nFp&+@Rz2 zDx5?|_RcyZ96`EtT8Gbnh$1=yp~a*onkanhYHo6fCH5xS(?+FZiIvCiT>M6P=Ch@oRzFT4H=|}Y%0?%U&D<$f*=6x$aYTg7?W0NL z23y)jKt7oWsucuthLg#XK9OJVdy>he|B7fj_c^hDq1{4xr;rY(>Ust8oE-1HZCD(a zLJpt!7kWgmh-%!#9p6pa#OKjXp?_`J#QKmM_ui@; zQY~(gbnkO68Hl!f!S>4~$&ZgK7yZa3#UE>0rx)ju$CF~YOJ3!XxH_TTWry;~qxu!U ztX=X+zqN{ncXB>y_@riPttvi-W)XGs+{p=$#!>A0{-_!jrmd#%~z`%$q&`4(&v zFT^W5e3(sg9vu7=8^I<%D$fp_f6OKsV{3-i-(?dQ$Bn~(oYJr zB%AEglb&v7#3m*UHAnouG4ZB1J00s`6WN5N+mu?_WXJvTo~dFHUO=Ob;L+?8ed}ooN-b}eeeJs*)`RHMjH!L#iYPS((<=WW?f=7 zQBRl_C7ql_mi#9-a<@2(49HfjIpLH=p4xP}T-cmN{`|cz@@s1*3AMRbev`@|(%;OC ze21TtBWsfCmglAt?;rPJ7qNgo!N7eU|Y5IvO+R(pMJr2i*quOmp?voPdAC^ z4fc;Y1}72wPpxU25)w%4Z~vFSHYJenwvUGI3dR$yfVj7-8e>V*((!p?!7(I5d6(w8 z6Vaq?RmRQp+arnUGxof+z0XMe!HX5@CJ{vQsJLm$2(zwx?ylV05JGlwMLZ{ML&>PQ zMpyHWr{wY?>4j%?0}1`=_o3n$kBR1~=@!v)e#GtAfYPfS4~S_4@3Y)AFXHxe%TUo> zZ;~aL#g+MSn+*N!77ekyNurOHY~TLXnOL;*g8gl+iHzrIL8Y#9q+GN?AuGig7GihO z#41if#1zmoy`1CcC8#9*km0DdoA4gY8{N9UpwdI7YAWioHK`28V>vT zOPs~hj4E$PlfN2)w<=Fg++;@~zFGJ78r3Lt%Qg5b>&Kv0e&K1Ah0)M&+iCEt1fj z1b2>Jv%>sLgzrmHGxx}X$82$)%atsgj4(gu*qw#6=FQFq4Ov+JX#bpet!&u&hBi&p z%E7{_{k&_%IaqJ}+5f9rE}Zk1Jqgy%gN8(PC0{)cSfbB8tIC{XA~If?l;q)V-Mw?$ zbn@{~$VS0KJ0F~nH+FVt=0nSWTWX6&KI+52eorwjz{CBAYK098Frc<=j}=OX}11m)Vs_VwyNbwm(SrZ zV$|l&rkVhiawz*NPt|QI$MKHjpX;SL5IvCRslaGj^D`^cD;$j96ze@~%R%IY<%`;` za#;gdA)dh{YLY%G_a|Btz!O2p5KpD)ctyPVL$a62wOep}+} zWzWUQo&^;ftC{n>&h@wJ84WsmaZxdIkNvmp=*WWe6lOhJyM9_eb1$eGQIKKo^#Njs zOl=b=MA%wutqZPz*qMkv!_Ae*3EZeudblmC%0q zby@k33Y=?xz|Zur#NvgefotAWLU>D@tmBF*>~2X5zf)C(iR~Nh6X#Y#x8q;#E9REs}la|xdXrBq(vS!=XX$<-IwYL@Ifao`1xzR3yx_~`}c104F) z@>;O{Btu62ynxn(Tqak!7GWma%l}QQMM1Qm|I7dCu<^f&r1rP9u;cFN5L{FTbq5Rg zmnC&b5=qwzn5aWSXOPOmw{#;nJ z`>k91B@|df|1}+`$KR2@W@@}1oo17*WG(x8RSoD662J8z|n&z9+h+X9kXU!frLi1mcnOA2c%%2>M(I{#} z{>P4OMpK*caBk|=Pp=vw{6k$`UZ)A{Rx8mQ`6eux^P_ROYZK0m*uB4O)&!$VCZQ@R zO;}WSlQX5X2{udiPtRy*LiXbU>y%~9I9+)(&~dm4cg`K8HMN_u*x}%l)&TN~;sW+qO#*6y>51NrK>+s{MNi%|?Mf+r!?Tu3BqbpY0;5wtd;U=lu zEShmN?!xQ(h-M@Ttfu2ZXP2x>F77%}7{u_ZM%n8B*f8R#RRyLwiJZaQ^ldRKJ|} z>dAr@^!dvzt^3^!l@W(0(>t3nPggX5(5?k*TD-WS=UNa_(7n7mrv>e#AaO}X3(5sE z=oM3Vh;12-%M{>YJU0B$38q~bm84!em4^=!y|+Dtc<3&->U0(6!OZ5~uE*1P@UeS* zIzfbo>jB1R3uf`47`(;8sDy{63-;sZ%Xny4_?ss%j|Vk-TT?!l2O=-)rB%tppKwL> z*VR0%Y`)BUTFZm`?j;$vFL~JC*#6a`iHBKwHY{@<4?+XFT4!GI@MgHH&H6PDjjq4W zUVqC&*XRFU-|OU|Ii1Q1=;kr^%thHzA9(l`GhUqbi3g+BMTGr@hky>%w5mZK*H0dLj*r|K7~#PLLJD16kvA|*tlab%mE z{4^RxJIq^EL})yEy}}owG?cVlboYug?`O1%narc1BLDP*r34M#?T$4zi)f_3kt=kO zqH&-;C(~1!#*vfnGXs{>xV-9me&i||2I4klDe^SFkB!$9DAKrdi}1MXXgt$ReAl2% zBjDNOhc~J;`s6MQ^r_MK_=g($u1>=^cGZsw4I1{@H9tgl(%2w3@m*pU4LU_;c)2c( z!aY8N>-1?%bUXlAK&HR=qQ0L-tcLX`9RnJ?a*Gd!Ml^o4Kj=0$rtxsi^sb9$G}c~! z`_Az=jZ~`{Z{1JQNRsz@<7Y|3Va1-;VP|RB9M)`0w4!l!vPSzfHLSxm=_7_KkXbkkQYtDtz_&088n z36be8oiq$XpQd|uGdf=+Bj5v#0>OV7k)IeJygHth@`c8q{+T%igEYoVdAZzS8furV z@*93K?KM^fZ$_AWOw9}W#u(pqzR3GN&cruZojoDI$8ycd6cHgl=$6qKiD`UsA@v&dX_K=|jAM5|T-f6yw52?Ke)hlX z&q(X@;UTUhps=5h^sV%eiUA*{wXfG}81Zp@O-lQ2V?Iu8)zv*<#s_bX<(TntJ`$Vv z2U?tD@~FA-@RB7T#uwziI-TW1;mt>-dscjG{#FzkaEXtm)Y+ENHhe736A;V3%EzGO zCAV68K6cW(rGGi`an6x;+j4`CPoG*Z2f6Z*>l$!inmZr8uj57rT4{*bxrQ6H(+Kud zkc{o1u|UG?MC*GR`cjF?e|l+LTpFYy#_-FePs(J3F!`J0KVQr6Te0Elnr#ff;JrFQ zdJMnNfH~tw7=DfHB%EgWl@}e-ux0qImHypxli@cScTwfOAXAsM*S0ao%F76-$hd6-O2xPYls&_HOrBp*RnRyuuL!pB+*`LjQk zG5j{~J~b)JN0*L@)l7z;Wp0S$LWbX+L&xv0VEBETuqV~iiVjy8NVXW}kg zRR8xBA3j#*wbK}WqF(b~%wzaz`N`HuGyMD&E>$Zs{6v4WRjD!j-v2&QrOojB64+dM zkl}Z_1eM2J_y}f)RGh!X$7FUJb_`?TzjKRivyT(me`h5KjmYeHi~%+N1tM`qRw!pjw^duUm}_LT`ejciDCRU zC8$6!fsdGKhkUVQKD^JEI|lT=b9XqY(4^97i1%kk0T*dv-TG9VV6CW zVN%4$%(I>8r%URV{|r}mJXdcNZW)QJQi_zyPfA9GjGod`Mp1;67NwFVN=hLK zWv@zUX~<~Uvd7ovd++_?ehEn=iAX5@-oMW0z4yHLo^zh_ocDe74%Q^Pe0D`SG6=s8}>a*Z=kUye)H2Jn#N2wl_#~0 zG$wIoJZ4!M+thmEzqHa=e7*4D&vqIuqfrn3bj;gLY9Ud(#%PFskBqecOXEV;n}`#W7-YZc3U`~z zpzVidxVIp&72#obrZb3MAQ*O6l)=Tq%b^M43@DwiA#bG^q?PK0Q+iT{2=Jl0tR2R!vp#kG1#FsadUhLgO3uluaGi>q2YzsrI#}p2>j!zu#&;U zy)hS;YcM#l&+vlwY6dU8?9Ob|W}u~c)M&@2}KDwU4>gz8~pWDcw ztiQ|k>J|no{myy?Y-3>l(=aH?guyz?zI%^%FzDNNCn?#2fl+>Lezqlpwb~c!%d8n} zdb*;OyO#l-l>X`CeiHY`TdlnZ8SLxeSBxBCklQll>C|HktRzO9#7{8Lx0yY6{wW3; zL(@}~&M-Km-nd5dJcHlAa#Ic5$otX=^=+3J_=s&O+U?1pQ}XlW16~Z8b3$BBdXs#X zM?H7H!C+>zn5wTogR{~neuo4yh?zC~H|`F}|9RSq#83tn-xi+Fj9?J7f?HY|&EQ(K zzbti^0k6AyZ+jerFJEI1evfA$YhLetIWiKmIZffLz7st7_HTZ3-M%8Q39#(x*H-aJ_PCH@<@!2>NKx=QI552sQ-q}~nU;Y>i% z@f#sL$cKhC{ujxEfJDY3{qGF6^A9L#4wF8sYqjD1W$-HI-`^Nv9z4}eS6AgTn7Z(n zgMU2(nbuNmJyN%;z5}}EiRAgb-aw207;Kajn`1sfWB;N2BO>Yq$Gw(1)^ZG-$2D*1 zIxrAi)Ur_ikwhCf%nqaw8cu^csXTR}lU_6x%jGrS_gnjOA0|`SG9h(i z_ge~)nK_fS(>Tk{YMrQ8tn4=h9xLaN{PZLpSZ|;%zu8Smy4LUN>kedxUeodeXk;% zi`?MM<+gELD7VSdx)-=;k-wU%>BU9dE`d2hykS+77L%jd` zk$FLN=x|bA72;fnV!yYGdoR|(@pj04(Y%i+g6}E7U>R{nw6rQ|s_# zy{MaVeJ#{GHKWb9)j~^0W<&3sTAWf5daTl2gTvFi<>W+nRhPS*s*(RWOdPwV)Cc>smKYuC2uW&Uddv*-A()PrGk; zw-Ql7i+Y^ID{*$#0k_k#l{l#*tGcAI0-J*Zf~U1tK&aCj4GhIREC-5mIjebi9z=OD{AEobg84z5!Xg5Q{M@ZE6DzWNy)2p_e$ z5+lXIiih^=_Q-PZboToY;e{MbZ1mb<7hR4ikB0C3h%3hpq+qSRoRXLWJ zw0dQnC`WVGaYxy+<+$Of+kM8p9E+~m4PVwN$My$Rew=mX&^2-Eklb93%G9OLt&GdD z;+XC1X!CL$8Xowuv#Ja$?%hrfXefhaxT9B5V;O=)s*FZk%dnmaa#{Jg3_?bN1xucl zp{pxV*FLcf%Rj75iholEqphzO3}%$!d?|Cx)>d2$(K%Cu>IGX1 zmhCBm>!fajC5A;%NoWYm`c;UEYq`5pQVOx*vTx0n7ln{CGki6)su0&c?+m!LrVwmQ z`wa?eAbxPv0^ zULLY<{eZ`5S{0KlK0x(izA8PKi&tHqG46i37#O|e>v}8~bLy=#OM-JCd&u8h zQ#c3s71Y<~o{crTXE1ShvcY{*IcQ@-to~6)o7614&N-pH`gj&L_B`_#bIn5K3W;7D z?<}aU+EWpECkw2oT|w2|EHowQ9hvex3;j#I^|jt*;q6ZkRfqg6)H+?>9$1wH552<& zo;PM;Sjj2;U1t`!Z=>%#|B(gRbHl4#{}8|FiEVZ{YvqvDMW{9=j@5;MX+KX85Xt{ z!fJ-0kBd|hF8l6fwr(tf>ByJYpPv-rTui@&;)x=7-!-3cAhHOz>`%H)3o63P+~gXq z3}P*={XTo682>$xjrZDKjEK2|qxPP~s5zAOvV2o9gbkcN_gyZ=-E)2VbytgFv9Z}* zC$|_^f4Igu-YUjBYqN;jizTS{h#HPED#45=n(L>}DZ!rJKxOXU5~N2IANGzffyZW@ zkTmBKRK#&Jh2NIIopDZ$&nm&C8F`zIO)5pkIhkC=t)+OB(YpDDSt(Wu4O$FDmcs7f z<2@q#N^$do@!d5?N-@{?N%X-Jr5L(fTI`rs3VG!LqhFUw(Kh9SNF1jWrSAo#UdWZf zEaKGsTPw@3@aLrHH|eEVVERfx;B^^R3$#0C1(abdD*KDTxiTD|BX1i;p0k{xDIMzH&z=@@wq&cX*;x$lu zlY_>`5r+>S;Go{2YU^iT4zB2IJTYl|1#VjUrwd~F4fEK7FDW&h5P%|7rSfl^1a}Q%(oh> zY;sp>Dy~6vDibFlSPO#}Riz2!yiVkIZ4qBp3+y}b{$5uts7pF+nGLm=d+$NuHt9NC z8CmdT-nu$G$kuSlUsDIed=;sks&&}fv2Ee8z&hyo4UL7R*Fj0=QIyZ?I&u!(Pz~bM zp=i=u*S5+!OiWffa5JwCZkl03Uw75x&$d%OdRyxu{4y$CR<9lhrhgUpxnGY%)6;bR zhSj6etRXG2s2+Ehxf=}T*25&oZG=74fVI){OtSjx!Kta(z_o8cmcd3JA+kO_y-t!k z(13#&+`ej{9->PAr@QYpATs^J`^2~g@RB7SU3u7m+4iEwTOKvw(!h_s-yS#M9MYX_ zo;INQk4@{Wwg!yIy?9km?19PkCzrH0z`FkDK}lkdojUZNg(VkLeAftO?&hMP#r)I! zJ6z}KbM+O&eh#jFJzbib5yVR-Di;tOI!4~JRX605nir>?Dx zi)-g>m*tZCr^(r>p@-|p{Zr+JoVWo6{yw!V0e1>6Mx)=1FHlHJEivgkL;UP#n*VU7 zFp)ds_4EXCpY4j@GEIR-%8oLNsq=`=&beGCI-ABWo^qSl4jKu+cWlqTMdQflhnXff z$i3d!+_v)?jW*|lm&`qBxN6G;?{%k@8QAEIQD}c(P1$+tz6R& z@Ze~EEqd4dM%efKcDOi3{QSj-dlolh9i=Y9PHDv1hOI{9?L27uR=71;HzN31SZ1Mb zBP=|{Sy#tKB+V#vlQ(Ka(Ybt1u6rY9H7P%hGj76TVV(J=?Ts-0(fRU?Y!fP|lO<_W zn^5rbhC9>Wh{4^;v#zN%;roe$3VI8h@Ogimz(ht9UX*{m*q79V+E;AnoAD;-^OClu z{%XQ5hl%TDKbv4(WfmMb*o0mk(_J-Nn~{`bTb*yz3{y=}|DD^L5i7W;eX~h3&K!8v zbTK+OV@3%ZeWdRZU{Sc0Zn-YT1kz-yX&-v2I2!#kNJ*HY0sQ#;OPr7LwD3 z;zh(*X#MM*A0W;`e%^uyK}VW#UHZ}cf>|tL|IrSfb67m&m_0X}$D*`i%?C|+7R_Gn zF-sS+IF-77P;oJf!WRc*|5IY&(|v8X+Aa{0XH2Jm^Y<3}WxRvFYpJg$)?Q71y z3oJTYlJlM1S+o{DDZSvqLOVUE`q~v1sru)rpld9yuYcMc_XPfsd zRz$gebjVR5QDMq1Z%S-Ab3v%iI5p_>2uOivSwo&Hgg!+cW5H1+DqZ7h1L zF3q0#iA7Y6jq|)Ng5#!yI;9>KJ(_=YR(&J;%@5y4Kk0`zX#>WC#5yD{wH{`Xm3n^h zk>4yb25f3v##zLRm{0MTV8N~09_c%o4@Hf-!*{0fkyfE-6)nWa8}WT!4@LM`Vcxgu zxfmaPLIJ`l5`2VN4HaZa^ReirlyH#@A5J-;(`se;h&%U2g)hg)#^v5oJqmo(l)gDK zqDc0a_ZJ8&@zJ5OE_dlNKB#_UzU>M==Da#I@lK78>2=rTbXW1QCwAm@hZY~*&7wgf z1iwSEmU?dqelhFWV4ZLl)`wgEghsL0exUtWc`S?ClRx4=-)C|D`Oifo1iyTf&%dWV zVKLT`?jV)G!f376W@+>Dj+ESeASIJ^iUsY0Q4YAb{ zz4z-`e6aC3@`7UVP2h^+dmf8{j#!O?X2OSvl6%!HEbN1|9hwP#mh)UZzYzRNhIUsD z5&Ta3>uFB;%0eNlD^9$RB7wyRerLVroaD-_Aio;q{{BiqbzO+NF-YP zA#vFq>)rp4^r7011rAgAn0la2vei|_4f#?98NojYeWBVS*3*=xE9IoU2+Q%9N*X0d&lAUU^= z>fVj$;Wc4raRG#%{!u@%D#aXAwnj4w0z$!!+ioyDje>rSYfxrRmXT8ZSG2 zg#%h?7(SlCvARoxiG3+u?LqEMndd7{TqPtraNGCmbsEtpnHY0&-`YE%KK9(7hQQsx zqm&bkkvPuDMb0#~8P&w3s?eb8QXbD*Nh9Y^>Z}+I8Wqy1zjLH$3^aFV4$IK+>G4zX zAEnUtC$i$_KMG^_3=*P+$$w(+g|4h4_rPDqE0*4;@cWwQlflyzT)B^~s+^*5;6|*_ z1x*U7Hhs?T3@Hfy+AeJ`M`2Fi>Tjb9DQvN3)|jeM7z#0u|13nIi&=bmW+fLZSKBDf z5vL#_F6?~wFBg}&XV*WSNnz#1RH1M|3Q2d96&j~d*wj7e^?U^i4*9=6Ws~RS#f6!! zVibn+Y9%sdDBR)iGdthMg`?nAi;rVm)I4_0m7Y$)%>JY3nK=|HHBNnbEK2^9t}zrZ zOJP^vXFS)ZP!p(e*{+KV_-E16d%4&*V_|Y;Hy3C0iuW86A%6Lr#IF40;tFphW6c*X zCTYExt6a;)=>=_axshB5osGkNd+JHkc&Q`<*Is$7H(6;8$~E}}~|@ir)O z;l9{i`PEV`-iv)JIg?@=+GwL_ssxeu_l^1vOcR!`len>N*Bt_l{F=yxcFw_n=_7R50{NAkhUI zHCD}XqTnnxtMxe15tjurgt{y!tT=w5yW=v!$zXQyBV7vl{ddDIU87)pOFE~4=nU1% zFT_O1_kQ0PNZhuc!t?F7ylTk4p>H1yer%<%yJU^_fBVSVp!$2bC541eb@L-TiEh!= zS*aULK{uh~l4Tf$sFRg{)2t|jtr%O-vz40hDe;}&ZX{?{6wMF zqutTBg7ois*ULZBD9Fv6UH6vgu$t-x%hK+We6;PSd?Y;ka$~Xgm@$PVtJ3)aQ%QWn zbFC!^FOO%uFxX~CAy9Tnk;xVcVxdbDQiz_r(YdI1E8*FppEm1e65jq<9bx2XP2pk2 zcxaFwg>})rGd?R)Q2wz+>fLjaPwx|z1XAB4nMQrGuSq@bcV_FBkne<>`IUSpeKmch z-7|tKRq2_PK83E=IND>{ zL*ZDHjU%U*%!O-31L@>@)s50o1p@@9cI)n%A%f@LXIA_X3K>nd?LA`@PO4d482L;3 z$y;!6+GHA{GU4`8(`dqHl}ZI68lL%ivZ^99_E0v$x?(iuzE0S=MS_NMae0loG|{74 z?!k6s-r;RZrK2p3Ev+EY8n&q^&PY}nY&ZscXa5|xbVld?z;hv>t^PA z$Jf({xGB;lw28)zZ3i7@Z6$O23a4`6cA}HlhzP5ilDM_%r>@;eBmHg8qfNVL*sbU- z++juI@RN%5wl*}jCaX?5Vn^dYZua;|dm7xlDC-O4GPOm<)Ya30SYhrr-(xh?j#@a~ zIYHw~%QeT?Q#2y8zq8NIkaJj(*Ipv$Ovl2icB0Q!?^q=L z^P*8K_CaE`4~-dre|OyUqrtK4+&wvf#_I{CR>5`(i>thwHA88XUffu?n&3Ed@YtVc z1ivb=J?TRPKfadsC&fY1w^r&A`ok2yKHwCZ{3iU8Q@6Dpr|>@j009603|DzPRb3P{ zB@LvK6hcu+RLHEQLZT!?r9lyi1{G0}DWPbRF=Z-|kdXNe$h+_HCc`spkS6*RnUdD7cfWo1S!HW}eSHc7bgl7d8B`L0 zexmf~)Jg$rCqnyXtrj3TaKH6pbpiA~MfxeP7hp?j{bBVD0xTZm(dD%T*n4|;bAv8f zuR36&R!@Mf?F}NK`U1R;tS~u4t|3x4?4TpSB8#yOnw9{KkNXWwuB(^Wr{yR$cCCJPeWi;o8xE?yFg?_~$;;o%5p=dmYU)9)E5{sMx`K*WR{*!5Y3tecFmK zIoast>8)^V5E?g0YQ;SySmz%lZ_0W<F<8awPK= z*3bUBpAV6rGbsmT_?Vk~yF&CU4^nwz-gV!3Fq3gRbzp*rP{~~@TV{B0)IR!VtcHhd zQH>GjdLF40{Sku21AkUdfIXjwhp`H?lWcgfc`?1A-=2qxZA;gFTf&1@<0qA6$~>qs ztwQoNc_>@)K6LI37bn*H{|>mrMWTfF@>V}C^n|~Jem}*{wUBbblXz7p9+8kUv%RMf-pMzH{ zb`oVV2afxMXZ?M|fv$8=@pdW)Gun4Aid^DgYEo|FXR^QHcQl)Yzd7m+1{V`*(|#qGD}v!U#x{KtpV1o88YV!riFkafDV$&l5A?Y+R}uL zrl;0X*0C|>`zJZti4E1&vU|*P*tp=?`Y!V!8v~Qg4_x1}VeVtJd#fyoTdd3SSEd{s z7@R+z9Lz!7c2DP268A=$o`=_e9EfDTnXOObAR}t+IU`*zR9{)wt~BLhx?xP2+0B8y z>-Of|Tn?1|s^$Jxk#(xp@ny0&un>Bx7V?z?zut(YdVe{npZRocWe^v~`x;v)E?f{l zb?20C<>KLB`KqI8T)e<8qr5p>v{7E{uo))vk8E)4Y2kp!JIfX;=U{h1(8Hv54sIT0 ztB6!{5UF>vrq`8&-zFo9F0;63kxJjFJHmlRlJTM=s$6L67(RAZho33a7Oc3LO`r>Aqj5-&zo#zfU9pGYDl;lg@N)B2SKiwZ8`|Rc@Y`8%7tyh!W zltAWnHp6o#ozlK5mR4M{q4f%Y@LL$5igs-~3FNnIaWIrm0jBnPuwI&zi_ za9~<-X$f7Q18!qxrwQ4o0mUe*2JU zi#yV5te3Mn7&z`ce39hYtZR3(r!5!5a?j=o)3}(LS9ZoAmy1ICDCK80T!g9(1RdYU z#Y)xhE}F}@IBeB&#`71+3t_Nv@iz{v{m%r-LxA0EbJf)?suBxWO-lGd02h$x%Izn z9-fw*wqKG@*4ZPcp;63(_qjRJTPsN4JY~LqKa~gDImc7Zyyl_M*v2iQkq5>$->6j5 zFQ4ehik7tV5UhEP-Pp@R{0i&t{(iE)r^~9}UwF7J?UlZm^x@8-Xv_8EWF75tX^Y=H zIDHJ7E)?QJ`ihBPwJ0BV6|05`aX#F>O&@EU!$*tNY}&i|Wc*h;^=$zk+kMogrWWy0 zkYb-9Cd3NK}l65K29+PKCWNM2O%_jL|2WErZc7CCTsbK z-oe!~*C3zYS=7Eui<~>h%;xXkM9vM#rJ~1m`Out{Q$MHA$NSvDgsVp6+-Y(2iZSKm zYQ*Nrhh}`7Shz5)YC9kG%^&uUSn{F#_thC&Yd$V85(YbVll{4JDcAS%pr)g@@c1 zDVo`xX&?n-?2YEOtnpz?{!h^`4k;-OrjxrRsDGEsbe)y?| z&i==PrL0lx-@iOqUsW>jo93akNX9^q%#ZuNW9^)eq#iGQe_YkYLq}QYS&t+>hMcy( z6H4YISi$CP_X9pGJUqHY()c*;bLm+cIsZeww)m#7_()oDmB&_UhDN?z`T76&I2#`$ zN7ZSDsCdCy&oMsCGjAC^Slf(T#UIk9>SP{Ad%>v!KHNJ#qiXo15f59%sSVQ}JbY3)@VQ^WLu%iUih$JJK3adTy%is?Ru71U zW%Ci~qhmSvo)6hp-LfGrAN}%W-1JL)=)F6tR(XSudyjW~p}X<1vh2XS_}P5y=%oKE zC+|nlah+2=cX{~O)?UQ^!$kn)>&dwTTpau2qkg@Y3!cOYHHC04ek^%oamA2}Lwin5 zy!uDZ`!(Wv2HITIX4=)X=9BZ)HK~X}`o(_VAF}ovxtRa{@A4kfPgaUYY4nhOofx0+ z!H)E=&?7!lj%4299h&=i{Tw{MKpU6n;lN;QTbxWA2S#F^K~1E8J^emo%B&~Xr+)48 zBInJN=5>la>Ekz_&0M#;#lg-irAxLcaGs8(8=JkzOng1ek zB8P>D;a|U=d9!fCxHi$xmxT`Bp`A}Rvyk=rkgdcP7Nl0y`=?s6AeSm?rsLk_H&mk zc4pv#oytp}V+{D6)1S;b!GK-Af(_*~1B2Vf{39Po9;6{s@nOY+Oy<(qQi7*2F z*Fw?^ng}R6$mdt)5h!Yw|KmAI!2jd9qZJ7RRGMYiho2#!kSI_04JI(2G+)E*0EzFk zm4#*@ftPl@8m{+A-c-v5-9ib-9PN1+^ov00$)>o26asgO(>+^a$^22V@q1*xOk_-Z z*;*zF#AddN^buf;8%mUaA~3hfYdYu;xu&1aeWAnzwR3*amjVL+>bGkSlD`*j`mTh}v&F&%~i`($Z#k$vzy!0{i|E zpj&5~f1S_7@{KCB#wkqv$8o)Un@M1ZE7TzMg@8_q*wQj-0&9|Pxn9>KaR2v8hXiW^ z^~?~t3>OBBISy%&LL`nXt=alyzt@Gg?KWUA&?EDoeP1epufZ~UZZiZbmmd8t7s^DC zI+Naeg9%1o);nqy6QA6qm)f6Zf_Y4#Xr2WV(hff#No5kK`IYOq*@OU7DkUKN1QS{8 zw`K`WOsx2x%8+zqA~*4CjQs&7*0%-x(r{s->dPg%xjPfK!YRz7-b^S9bq)rfW8%`Y zA0Ao$Ox*3YA;3?-wu;F7o--(-Ly+@BOx-l8G|5Txk=HiMErc@4Rhb!o(#h zeyoWJq30rx=eCgh>K+bI=_K)$9H}#S!^C0Hubb@#$o0{CA)bRwR51OlgMTpLXz|r3 zeu9bk+gB!YXPD^M{kFA6gaylAKUBC9EYQmgmb{f>!Q?Al?S~8t%JI|HBJwQ6zOP;^ zr^15&3FW|zYgo`dZTrPqlZD{8v04uu7Q~01hK3oku;_rvt0!P#;~+=ttpyA1^w$rq zc9Fg}v{iV@o(1+lkC)@lER@FCR%~!(;lce$`VmPcPWU}&iIgGZ+JZbUd6GXLis4@s zCT{CA89I_WFLe1`5TQlJHm8y&x=e^4FqNYlkvREn9_=<`!p;9VZQPQHQ1u<|(z}@` zetUP8h659Jb4{2Q&P){9iDn!-%EUQc+T}nGCeoU8_a~krd9?Vg^ODr7_W5g)>;O_H z(h>omt}-#YPbPo*8WWu!B1+##{=75luOBD*OB>u}pLL&!*Kda+{74>G3W z*IwLf)`Uxs(nCGW8xawFw*68#3xD;F>R26P;?2Gnljc1H%Fd6x$#o)-b1QJ*P(A?% zv&3!n-2~n|^HFdA#ZwqwCLk{@4_?3$}AOkP_oC(mKwpQc-DRxb+&5_Ua+dLv>t zlo%xjvtZUB+`TN51-|@nyfDeqxB3`{WccXsCS^F)5RtE%_RH zPWz=t#_Dm;rFg$WTRm3GGcC@$)+2her(>sXJqE--Kee^3heAxMGJ9D)c!rKQwx-l! z+wj81+GBO_-*Ite`|3KdS4;gc*R8`>M*E#8vpUF>Yo2tfu0@5V;#}F_T4;&}z2rpI zVqn_d@59|%%-PSWQJPnaxxwR0QrUE54>*2wZKLCi)KQDk9y(@%-<)0jh)&*LBfA2@R%#8{aAK zsA#ksW?Gk05yZTA{!JDIN}{Z5i<>DZm#cj@v55jhv3(CF9cv&Enba>bqF{;g0pE2F z6!hG?6XGXJ!EcuctvV43h$n`V-^sR;+Y@SVSwVSV?s4h5&a4vad7Qqa`?@)+YV z1%X`^T;3WA^yNNn4(qLf@69Z&!_76w%zs{G{G2AgAF9TQxr#+n5?y2Uc9(3HlKh^VfD&UMe;!GJ2jo%!-*R~1YXC1(Bn zScSccqH=1ZRp3m$ImrD}1skdH*?VVKqkdKP_WF6%kWc99ix#hjPk>ZQxkWV!^mW(9 z$<`n{uf{;Kp$7FY7UhaqP%yHtGh#b=9;MyA6aIH8aH!ZuAZmMdQ6a^d943rJZNnEc{q`$^caHDF_#cB~1j|MZx&(u?}>UBkI6p5qpYT=Al zFAAa_yBywqih?ByahLY6I_4u#7z(x~!=N_f@q=Z~vs=eO$=4 z=p9sqSUSXB*QcU(QPoH{g@VXAn=-#UQxNx_za=N00{JM1|jFx>r>o750J0$7ZfkP<3Q};+C}(JZ+B7 zkt1qg;j?)jMVx|7oaas|L)B1CoqD*Ob=zg4}Q8=90i{D(u?tR%uNQ zmpBTHyCxPTBva7g-!$5nMnRwajtaMDHTaWbKYMRx4Yo3Zp9)C*&9m@P${_jIQI#AK zBlp*=KY|qhaXj_84w11s06hYc9`g;INwET=brbB{mKx)k~U$&cO-f<8dSuUT|m`4K8E)-Zd|{~^yiwX(l* z4h}e1-vX@Xe zN`vUBke@h3!<@DGjcx%n1V(=ikGw{M!`3T0`FChoc*#M&EtQ7nJ-#3RHX}GGT*BZj6Vc7zCmApH?o&~;~ONSdLB;>U;9r3+ZD&4Ylyg7H|`KSUNf9(pDC0EhGkJ~@JhV(7VM`rcg zH_#Cje{O^4W;zakb~=+~Oouinc|>v>9qUasx@)cI=w2^8`(*$>+1h4K_uR_@`vr9FL=te#6&KOrv7fMWejNJTh)|mlrCh zqDN>gXLCIj8sGcFPVq?nefVvf*+a#GO2yIk&s3;g`gm*p7^zzu(;HiaXlR<&6?2?V z;#QriFuIh6%tJ@^8j$>@kEbubr%t|SZ*v&Zph0kSS7PoO8g|JZ`>Lo&!x-aU4R-+z z3Ys33LgF->uF<}HV-^isrT2%<_tPPpUmP9#g^ZFX>i+vdhw7nKGj|u(Li&bQOLtH$ zWYT|{w120=(N0Ob%)S<%9{o=II9`i=Ev4I?5TQa-akN0~2I)&-iyA^-QgFTUk9i2G zyGfBQkCO>BMEXwu3fHA$V_HPiQUM*F5#RPtu;?h6yg9@&0SEl^x ztVYwwme{GmDhwyCU{CZ_VeHMlv#JAC5Nexf-lbQCsfH7mW1OpC>9BaT|9TbZIeT!@ zv=UYY^wsYIDp8TN>jPt^0=Dm}D@##{bvnb(e_yYJbwG5Bw`T=8mqkl>Wfhn=9BC`+ zT!E9$374A+EAUvo>rhO7ITnQcSCxOT9Ld`DQIitou-I^ozw}T!44l2I-W)E&(f4LX z%QMO_U;4Q>wWAD*gnISA+E=iZS2sHG<`o`p>W&)R^$Mp|_K0^`zQVn&%ZCl7OOQC# z_tt`6g5Rg|7*FC$Fn;K!`;V7a*fe*G;(Z|Ot<7=%C#nxaVQUN?j~%ZD|v8yHuL?^sa(WvKhe*P%_a3&Qx*L% z2eN@%#%?ikuyI-C)S-`0alr5Xh6>?q9K7{Dq`)Z~;fKdQc9uWE0F73fXYmA%%T8u> z3qOW^veHS9d0E(^lam$Zoq?7QcY{NWGI4XULHC|B8E7kBx4(Kt8cJ7fsLWMKgPV5t z_05hMaEx43@`05O*@pA&SJE?Z`lak`JNI0Wecu)|tE$?3j{Ap!TYRH5;*Ul%jMfMg9THPAqV`f=`WUPWGnUSR^?K(qEx(S0?bksSd z91KdN&MMD3V35mH4x{wfBQz+wLncNjr_HW48Y#t~+33S&ca<C82%IlkZHZB9G9`{946y90r~6 zOX15;Vi0AZ_Rj{dQnXig;&96-2A%3yuxly6p!nh1XE#GIXu^5(6FY1vN+&s-P7uZ& zaZzO9;x`P6mWcmx=U6G?%D*X1jKUyJfTo7{cMQs;VPw)Wi_y*aS_$_+4Dxk1k_r-( zATwJcGbpSGT_oGv7v>b9fn@WPcPAeqvC?M;8pKP{so8aRC8sdRJLG|FIj00&9obf= zP+o!pFTNU>{fI#Y$D8wyuP;USw)XG0TvLu{-)Jedp2a9^Blgijxl%No`sYH(x-w+G zqHA6}r4-TMb}bzFuM{;2JT0D#3GG@aFhBD#NJcFn%!GigdhOQvwF_k+-X~hoeg=BJXzml>D<4$v1`RCj?=TZkI(5 zJ-!0j<+;=6l^ly4RIRDHNn{O;@58pJv~$Qds2i>+@{~bu7}|w7#I(1d9X~g0$_Y zv52A{s*xIiMX5W>9)3%}q7OCXQOgo6Qr%5^_NW1iN@gXZXP;t`ciHk|$G>0^In(-d z*^+RdZ*uL=#wt{j6{m1YuL_-cu`7~jRfWj9`WdU-tI&rBhm5=YewQ7>Osdf- z75jaIj@4-YyW`yl1FBIhX_|*gs7ALp4d#lKR3qkMN3KUhHTpJ|{vMuIBf*_D=M=wG zqxqpCYQR!8lFfO}VQs{rVdE8F#q@9}Gkj<35i6lQAo(u(A`Ug!9G8J`9BLc4zrH*J zhtg`lI-bGdkbvJH*}%pj%5a&^)cj>8| zO5{D;7Pqgq5>dRT)4p|9q6@A!iTxic5p&wR>C%FbXZs7mJ?pV3v*_CZ(!rwkE@E%B zITqO%x+|}A#iAAmg#^b?Aup}BK-A-qedlZDuNC zrzWt-wAWrgYef}maPrC?-cp4g`YH$PHK;;^btV#7_Eo5jYqfFivhe)$qb=^yRR}wk zyYx7}3W>QTxf#?|p+MEY?PZ-+Xe#W1wakYqq(wS29x*S(y%@YYB3q4Si-Y=3Xjh}e ziw4Q8Bh|?C`VnbmmugfNy;0_1NHrSVSGFbfZZ*1aH$t0&sYai{NGZ5Z$g3Gy;w4ka zn_FkKif~Q4RNPfdu12{8;^(-+YNQ&zZ_k!rBy_uBEa~A_5^|DCmH9VDLRiPGnC5@N z{d(!wpXA7>m#tx_y^D-iNWysf1u~kS!yH&PK}Jp@HdBws@n}oLAMeZz5?Vaz84lOT zXia7TfBmXjq;c<_PLw4Ht#JEL$9Ezi-DW;r_YWC)tLu5V%@9!gk5k<89s<%=h!W!% zkkN(S9Cn-s5m{c5>}jvVqtB{QXU1pnDD7EW{Z4Tl`c}U5aTZ^VYDK5~WBzy?c3h_6^}|xtg|kS5m3wfji&e(Jo09(wq7kyK=%%f zolwrhAyrcNix@r*=@;^@UQfm%Sve6aJ7Iq2YPsBwGprQWsi0B)&`KnD9+Gy}rwpa( zpDdB&mm#K6Z(VtADf(Kfl1t;w(MdsUf+e+OkM%?4KQa4Bzp}}wNVQTD$ zNMT~%FU@PY=$wzZ?~qH5u%2K0Iqj2&zAC#`Y&o5aOdb?_i|S;eEoaP%6jo;-jFxGP z8$3Y$ea%~OPD$wcW6U4L;dtbcMt~59STr}tR6bsifOPgnEtrNyqCmzE6PLtL^dxg` zzOL&k>Q1T5b342njq^XBS#&)LAC3oH?OHkyypM#Fq9q~Ve{9y{_qH3*^v-y~PA&q5 ztcViMg|XliXV`r5Z!8>_Q<{<76bDX`@u{sA$>4Kqz;@%_`!GMuJpN-b9dd)W#TC3t z2i0S0zg2lT@Fe=wyW2;z!2emU{nGawm{W|C2xjJk53fgE$+7^fh+pq|Nj`+}1HHNO z0mU%s?pGk6acAA!E)u2P+;QczF(-KE`G1`6!Lsyzv1up;baO=DO&Y*FU^ zx7Mm0(tD0vd=XFyG#juzXj2JRvAq}{J1p4vpZ@V<7Z&1&B~!-sRY8bgih5hI3e@H& z*M|SY!q34QLpkrUFc3k#nY9uJIPCz@J7d*w@0B2R*RyIcDt3zTe2#;awdxiuk4+-_l6OHnL>G2d7cQ))-P+FPm{ph zs>0x&0SQj8+vg&oNCIU-mQ?(X8rT_42L@K(WkA6-CGAbxzgOsoI1!~MVUS9RR?ot)-uBA6u96TXiOQSKqh%O|K|!S zbPtKzVWeoFR2Vho^hGEe-5K7zl?ECw{+tofsfR=j`6!h&^{~pVJ^HR?J*d`sNwmAu zV4*JG<7yWTzQ_hS8+aq;8ax}BH%T6%!9W*pF`7k#J0JT)i?eCqtNZf)L(M|JgJ)|n`&}6=&0sno%W3FL6%#JNSEIC#WeAMuGPOTn{qI+ou zx9h=DG4Rh)wb0(yjt!@(gt)UcwU>4_!sQ3kG~I|sa5{Nz1pA>8mWF#*oL^0cb$`CS z94nv$duBA`%^)2jy9u_q$8^w=qr~2Cp#$ZF&h?!XI^5^UY`r^A2c-nv(N-b;(Fgi$ z@qIefyl@L|iJ`-hn<)d~VRT5;UA4l^pAIADHD^4$=+Idc>i^G;4ktbZ?THrpb4a5m zFJ5Vc!Oe4JBQcGj+aHj9+r9xzwlkVDfC_P? zG8A$g6&lBKHIt>OP~$a(*_2HIwG+wNS+f)f&JP=$7^MKet=E+OngU4MEt&9`0x@61 z{QMXcV7ao5CvvEeu}&N%$5NrN@FTJG3KbM}&S&U7r2!0QkZGw8 zy7+_w_PGZKTh~xwuA*RC^e7cR-HE7G{6qnT$>&e@`%_@b4F8{NIu)*^pY2VX7UFMg zlzrSofu|jFZ%QjD5N%IR9{fiE@m`6RcXbrl%#w3(%BDhB&$~NihQfP!tn%~iqktz` z^FC`M6}VEB6XVWQ0R6hOQY;mGvnmF>?5QAUYLz**Kmn7iw@!gB!u<>}to(W^*!}1m z%opC1rF(ft;z250V!1W={icBF?D&lkA_azdThwCTQo(%W>D#gtDv)ZQY>Jo=#+$T{ zGe)Mstx)wX)4wQSyQ;v`NQ(-TS6y1!Ar$zqA;%=Xybd%B9JEcNC~!=3bTjJ`1+pwS zQ|HYokUyWHf*0DM)f=@GyrX~-N6W^yh6;fz|JKGAQbAqrL`?Ku8W0T>DsoFHAn2z` z4A7|%HXtRR@rDAFJY}0diZn1B!L2!IO$Ed2SKwa&1vW`q9_ehM!qd2@RHt?dIKImA z5f`Dso57yr*Mzc||L&({JSr@AcEm8ZQ$Xj(7R$*^+J;EF^G8B|%E`ie?2SnTdOZg!sxSvLgbZ$ikR zOWi6O=|YCzOK0O0%*pVbuvVR}O$OuEQ!VG#lcDDgPGNqY1VdiGCJR51AmPcOm8Jp` z$Zg?me^*C>lwI=MV+%;&5Wf1mS_}yet1AWbd`NIIT))x#1PMw~H?^)bBthHl$9dIT zNszQ-gO&A45=692^o>psK}E&OI<=Pws%}>KS}jD_x_^uzs3Zct<5RKUeIlHRTB9c! zN`yGW9A}&h5t7tE#>$)sUn^Fi&)P)Tc)o8uZaopa-sEYhED*p(Z&I@50|9Q*9}AoW z1n9F;Ac)^~xOM>tc9(xSbbP=8J*IPX zb0-e8CxVo%$T-+&5iqeK69;RPLYyH42TN#=r!R*LMBgAwNh}#4aA}&KLWaS0UnV~U z3VEbwM(sRJhSn2}ACUNCL0lb89!W zksza{?oua?1kR6ZtJ5<`z%u^6UDixN(m9zDlv~O6N#|iY3$#b|vF{%M$Y#&C(RYHg22}#$83OKj?khBrG3NWbb@Qv>k(D9r( zb@K)mbR@z$<_d6dQ8e!uc~d2rUHxbmpi%`s$80zDJix+++tdu&Tov?a^>I{fg)^vq zXNp7<9yAM-`JtF<@aVRBmBkkRkG$*K*TfM(OtDgY-E$&vH>RKb7mfpufAy}k=4zw zL5KI{gR{c9N8NAwZu!M}z;-kde)u(fjK8Qh^@f0+sW5risP6&BEJ^-?QevB2VhUqC=o6FhvJe^rp#1abDS(yPjvVAcC9 zCzeYy46BXB+DA0QJ=+~Y9wp6?Xcif@=-&eBo_S*5%3DD1&G_HoHLY-#aXH}1o>uUA z?{Y{&rWIak&V98vYJ~#qMwP&ZR@e}9&6r-;3KMCmcSoMJ!sHEG^>5;An5T?BFHdH} zlLwnKPO;fgW`1m!cpV!I&F)NL#@UcNoB#FA^)`4|_k8_N?>4w``q0)hm2IFDmg7b>EY3(S?da7Wys@aYCFWN%&Eo8`y_XN8OhB6eIbFnAk2 z^nwetp=CQ2o^XLHealyi$Awhl^sHzL7j)~B3)&XAz;3gA(K^kAFGlU|pLg*fqv%BV zD>4tRVp|Djh|y-u z^JMvuBcC7_Ilq(Lq3p`|GY6g!G{CK&KK(D@ZtR*+qQ>=Pd@|D%Zv)bn9i)AfP4AAD%P zly->!J9|OaUm_IQXkK z2*99uCxufZfN144G7oVA@c29Gzb8Tf@@h((Jc|Y36E?WYI!^$%`qPs1GXyYex_m3Sn+qV~_pG!n5&(AI%GBFf z0J1UrqWxq9Aok^me>%Mr%*N~YafESem3n#VqE2DIFOw|T+zDYLe|GeWbb=|Lp7^J^ z18P?iFR-FJVD&oH{n6GP5S+DLa1Qt|ybb&A0-Fy@;!e!(hxyQB_Wf?W10OnEWOk*R z@}V=eR{Gy=KKR|(xaH|mJABs}?N;h-hY~IGo*fD8Fgd!`H}P>hY*vrl>YUOJwLvd@ z{=3xR&8srZfuE%!GE1tkvCdq#Yl^Qk$ZA-EaOgVR%+93O`Yv7@% zZs$_>$Gtr8yEfg|AujY6s3a)c%!Bx_KnGc&zS4>fs%NXXaITASb`y&WqDfcgYGSz1 z`-0qj=D4t~*i9DqZQ{a|-24VjD=zS~x*`{PIPgzrG@i4b3%}%7u90%(g2nF`=VUQ1 z9LOyn{_MgP=HrU@OHy3$Hu%)dT*d+K2&HYiUTEu57hkb zb6}?=<db7c2)3chCJ8UStXZ4hYX9Lm4 zruDEV8&3C|lIKeO0SWMs52--`{7f^V*`g#9M| zVVm;jg;t=A5DqJyV#9|o`1c-VY@i+RlU5MQqW4Pmc22dz8tlWEtR^;u1bx}3caRO+ zMGD_HjIiN#{%@&JJvQ{GFG{GCvcc$4fbm6KE69HS8%saX3QpU@eoDBuf|N;|a{1L( zNFG1sjV}Rc%eTI#Q33E|=g>y~G60G9ti<<40CcA-mSH&nqxH?^2k!$AT264f;{h6m z@CRaV0wmWds`!KeOxE1Fx1*s6f*K?i$4SEe-K!0{l}!-&ZmOoCunCBA4@z%jG=b>i z{@~=qCP>VC8n-^G3A#1Pt1N<=pl{%V#}UsapzemS?Pr@{`OD*u^EOSeRRwd>O|VC`>?l`M=x5bo|MVFa#22hEb{%B_ zM&sWbtsxe$%2}8HbhE(y%a6VeE(@NiD9RSlS@87e&{tm~3#MbwYZzl#fDgZzvpSmv z#q4XVhLc#(7?$K(6U748wwc?}K`ijK+V64FlLhvw55-l_3i1Ed1WehmAnoB`S(_;f zI`zD3GWA(d^K*5HhXxBOMHa&Kl~}MhPRm+Mh6QzXE9GB^vf!7J%}D7C6GVb$nAb*` zFn;bv!J#20xb+Uitb5LcPtjr_@3~C)Ir}@Xj?RR~K|8L+5SehGp)&j=h6&e9ed1KI znXtDo>Z9PF(67unynBL8GD!IAWVqLZ6|-Sjr4G zd6W*ff9_p4KST$=R~_0rpVJ}P``nNij}G#a7Wmh6Iy5g^`?--whxf+W=6M)8y#3yN zCp?=DN$O7x&L`7BMTF(N|0W%b$jfY`uhL=Fb$RC@PdX?bT+gXKO9vVK?lr;3=-?sa zJz$LJpb;_eIIB+wH{TsPvBEhxAk<+k;5^dpLBoOmm&sW zK1qo-rZd1bBWg=xJOkRh)u@i)4A>K{A)+Rn>!s!`_y2Tbfa6oQNN^CIYq)>Cf0O~y zJfj>JV+Lfa{Fko1ivgj9O&{k~8Sp)|DOVuRfLVt=;zLOW;Pa+5t}N0a(&DR_$rK%~ zYNZ)Tf2IR3QL1ftfDXZL7zwpqbeOuJ;1kQH!>;5iGsk*5-1=7kW;>1!56spq`&~qb zo!Bpt{B$}TXfu$@i>Cwq$jOFF;dJ;P009603|DzL)Lj^*Xpt-}NRm_{LXkunSyCv9 zq$09sE0QD?S&A&9RQ7$%HZ#V)oT0IAV+N@dkx&uUmk53H*Llu+&+q=8`<~~%?|c6_ zx?3o@Rv`A6z66JL1Z zY*BW8^lOlc?0=HYV*ONjk3`Fkc2co$SzlR(P6hL~?=HzoD#l-ho!2U)Liz1FU%@mg zY;FgY55!P$h2K_t_aiD&67-d~-=@MsK9fkdrNU}7r@&^e4EJngYeZ|=SV_OX%d!lG zC3juQwwA-nbo>uVqYO#h?R5%s6*zk}YV(;fDwa3XANLwnK=KM8X$w}M zqcC(&0AD#YKl=LZ7i6E;-Ya)#q6}?P<+i>_Wr#dCzHPs18J;Ws-l5rFhD;JK+18~3 zezbiS_G4vOw78=TYeT+=T-z6$pRsdG^NNavToXK9#`s zY1baVHnLJV7DsnVESr?0;lOJZ|H^V4{P$_#m3$>S-+6spUaEl7rgu@YwUuz~`_=p@ zs}es2ulaC3t;D#Z9=XJ-3U-B|)$K-Au)gE$vR$(Zjz!g7Cl#yk(6Qs`Y+p5mu2`n4 zHddoI>)u13@ES0MHAz#xHCVi5{zmy~4X#u<&-k9NL0?4C{;}Cw2;{BJ3>dD(;-dkP zQ{A-)wirDlS67SCr5{TX{&lcOJk$5by$&Yc$IYrO>QH_x$R>Cz&^6(HiM0w4ymog% zccu<|+%K#-1SP$llzqTF324sx2>YMmAAm^RQ z5zW>HEZ51LGc0Yu@!=b>n^wF+t){JJ=5zyeuj}p&iGKyg+pjLPhp%wNn#20*ema8e z^#5#?pyR_4>4E`1I&>2~Jf$k=h*bX-Gnqq&Y<6kyzF%}?91D9WuGxr{d-Kh56dO_O zv!5!tqY)Q3EZ9(*8gac9z))=RerJD{~Xa5=`I6Pe@F-(9jg@nx6h zh(dfPPPLEaK8@;x>A4?PBi)^doli~nYU)Ih0+++OGhJBj6ke5oq6=&CHqCws?Sh0~ z+l<45E>O6}sfX`$A!}AZP`tJaC1Hv4?qyxrFM95fon|+FMi}!4=5@h(IqPn|Qa9u$ z-*Gzb>xNiSs{P(Q-Ds#;xH>D*jX}cgj0#aUlGjyWw$~kE3y}8#)p1 z=#I19NJ$in+4!{^CS{wIA8uyghvh_~-3A6WaEw0C;b*}81L5Js83qC!R`;)7%fRSq zm4lPq4EUM)JbiqEfdtz3cqd&3YF_qc9@AnVME}U)%>)K?bleI8E;G=i+uE#iiGdfH z3KEOw8TfoGrD4l02A=m985G}O;ETHL?iW-Bg3C{RoFy^9v3bj3u|ftmmt3&;-NwM1 zMj8Fz(i&2nF!=FvC!D_eSa$<-jNtD(Xb;brdG( z$NjJLY-b^MZrAfIJ6PC6`jdTPnhCRwfi@jSSRfA3m4BXR;Y)+6qnj2BcIKYb@AOzO z7285JF=An4N{Usl$->w1%iG%wS;%?5=j`rFEbRTBe(QZa3klbcNXr+o5Mkz|*i*#}90d1j?617V;twaJv3rA^B;4vCx)YnE%^S-J;zKlY#yFZ(8&sNn=rp<szQFf4 zhlRK!GM{VM`Hg%NIhL8q0)1IPm^X%nfr+KzDNhy(UaAPzny@f^HlVClg#~l-{9jwe z*nZ}XnT&s90wStMUxJCYh3}6~zh%Piisa6j04Ay}DtK;RU_w`q``bnvCQ?>fJ=x*P zM92oGUST~ZiZ#^i<0P5bLY>gj7iQvMw02P)FB66x3u4CQJ>dQFcKAdvJ-xO@NbAJf}CSPuNj9p=%4c1}Kn!@jrt!U~!_ z3~cg~44#Z&fSdn}!>1qyRPv_urtUCs!$c`#(UXC-+#VCtR~hJP+M*d~%|Mw;c>NVK z23qG`ADoZtMu>LJ!?C;FP->Goh~aJ=b+n&!rFFxLJ9_=k58YT}b0sOrryEb=h2R_0 zjlV}O3Jw%^Bz@+)Fj$On^(2Nx_qj8 zzjiygZoE#gyvpuhW89XBn(b&U_vP4rs|_)KA4uh&YQt<+?^};uZTPt^&v18MD_BEz zuTog8prmx(`C7on+?n5pAGIPqZ;J0nO$%11UZ~dl*@EaDp50yYt>D|yu*=821+V&! z(5J0h@RMR#qGQhP*PAx5da|0ax-nP(3s(yW)7hh%f-R_ccP@8tOEZLOtyA0rno(33 zD0W!A8GStd7X;2WgC0;bB*tw=MHX*?e%*mFYF5BVNN&L)s7Xo>pPO;{A{ zsa!H`0!6w!uOg=jv`_luU9wHM1E2m}3;V;8?T=r9Hgs?N{)Yyn&sANOXU|i0wk~6qmJJwidqd8NXaHC9 zXwH&u1NMAw(>7hKM~ZY!L!V3oWS<3{bUolA z^i1|*J*M=WH_8>#ApKdr+LN0G3A#9^m;((2(pQzeJ?wZ#hE<$44WeQ#MfNv=Gq;Xv zHXWm3okXbTVhGT5Xx{GDc^a(wT#v4*0cuO!tLI~hiSVO_wUS52cQ8P)&QBF1baw}=;T-rBI{YO#DsBEcNM3T(F;1;R!><#<@kgrR;qiB( zF0LB1E2J#Z_iX;XW3_Ze6^wg#@;NiAAi34T=W9?U_B1qZ-^a$moMxuQ-AXvM?n}46 zQHhAi0{1_Tl?a*|0k=gZxIIO#d^W0N*ZawVDs8szzvi8hhbqBG;Tmz2twdB`u7lb3 zN*oN_bNSZBO5C~K#8_Nii9glru1mAu73Rji`5Z^f@Mmk9uEm!MSnXOT5HwPOK>y`o z=XVuola6mWCtik$<_c{|;WCKc-$4@PFM~tBs`ScLWmvORlQin6ZNG~J(KuVq_h+Zhm%9ca!Zl_fIdx1EQR(@ z-kCeZQaD*yj2#aug=M)N_XeL*`1x)KdGAt+iOAI%c~+(DKEC?7w@E2B<{k*u(JKYl z=Z%jysR_Q#@U0SYKhIN&b${#*$}Cfn(E4^{VU`Lt zMYZ!C>~~=G_-H`V8!8y?vX|Z2@6mVzjv0-5DyCcOH2F)Zc=nEHF_cTi?`?OCixa8X zw0gD7eIgYyUCy(ogQ!Rs<}VTVq2hRk`ORq;Dv}*Cj@DUGq5Js?f20W&ekEq#EcK`e z)E?^Hr_SEDPp@T3o{FGUiN;PzD!M%)T9bsRhztp1x$#h8thV#x(d81v9*&z?|Dyyy zQv5hRjFn(rLm7Y3n-cs!7`E+RX9;XLAIqGsFTq4(w32vf2`sJ^s88pXV7D8eR$XEV zl>cz*MH1Qj*uB%g98`jh>%O0o_hIw-P~&Bn66BtpI@@Jcf4aU8Pzku+Z*jWEQ-b0B@~)?sDRA`)zApZQ z0#Wjgo6}Z zB2-;{TAc!#^2Qyp)*!wD92>g(@e0buvQJmAw=d$RK`C{`gOl4DNsbt?CwH|If-{EQyBDO-Q#+U1{mBzSjT zGi*~Qp=J4`WxN6jmjx6X?RS!3JoimdQJ91i?`+=v;UR%8*;?tNMer|Yp-AA7TP0=MTgY$*6GEPn4F+dpByN$p8p3bwtA zdvRZtf&wYIz?ZUYpIkyNsBEXejGWy&vw?zpw{|2~uA;!m`oovN1v0d1n$8+clX12z z-FEv3852(NXMXpQ!AO?5$!aBIhNnr6T1!TUW`^T4G8r*<+Z(;I$XJm;;5-vY#^tu* zPMHXH-i!9%|L0GJv0iL3(~FFDM%~IxCo&}Tw()vdkRf`bN?qHS3}@2MNkJVlc7?As zA3j7zcKM64B3br#Tf$}TZYSfd!oxO$jbyZG?0PA>nvACYR>tH42?}Z~KNm#w|q*p7Mgv@3cdR!I>bGaFU&T%9>zeX@q ziy&blLL!nUfCSs+`trA4Y`@~7SudSPAlBX;^|c^jZ^nZ!`o<(wJ=gdqszU;=cht8p zhe(J?Q~h2gOG3%YsJXE1Y&~6i&83YbgoH&&%C08i;{K_K-~Sau{@ai7=kJRVpz_-A zP$QeWhf!V^6ytV__d1`LVr;M2sVCxBjL(;?O)6}Q!OZ`&&D@|El-iHa=MEI((*&9F zT(lVR>!jTdt|&&DLr6PovIsYFlRkL#6hXlxhR$DE1mhU;%fi$mOr)iE8$2q)9@X-Y zFV~77_ebYQ*!dz%8%O)f5{e+vEjHC9RfLG>3Co*&ML43>lePVKA^I-<_ps}IAr!an zx$&T}5SznV<<$!d@n3vd*j!8@Hux1BE%hrzoAts@54%EKGb#RWk6|Hfns@5IRw{&^ zzzffNTMIG2Vk%91Wg#jL*k$S7%faUTQX~^*0gT+TJ*O%QaHy1d;Bi_3&d$pisDu`P z`nT%ZDvtutS0BmWccB2{8rLK_v95c=d7l3n|_lz4?0p=Pa6Cy*h zaZx>oJ8UE$^>De-Zl8^QQHk$aAWGj?V!qA-Q`h9yI$9PCtrs>fJ2DYwb2m_% znu%o}R_0JbCPWV1m%baAi6=vUxx`%9`r-wFnzNbs_D-JHQY{lIheh(2cVuE%FEKrJ zZ6@LyR+6=5Gf*LVJmb?q28OTIn}yIa;I*t)u_reJWtN)tEm0Y;;2HJ0dMg7Q@9zz+ zwaS2L=y$G{$JzXa<>E>C3=mmajLFRzco1(88M>5?<*6Zp%vd^}Z)%=u=}3o~z=>oh zYC4MYnCI3crbE@^s&H;#I{Zwxjp@0hv+vO(+W6UY=s#A=f2fuYWwn3VdnD5l9?x0U zyfz)_<)v>OXVWkd9WK1)O&a8quDR#Z(jeuzcKAeY8bl_>ohPHxaHJ=kC+t=l7_kv$ zd#%!-mNj*y{dgKqhfOTF$fu!=!`6jYC=CJw^6>>rsYw2Qz|C+h6}>FWj;|f5a4#3h z3ZteXU8QYGIx!W#?`LzH0#ot4ENa}=B^93?CfYbmQt=@~DI`fP6%9(NSJWg^@oQPA z_VwCSNR;`iej7=Fop{kjIZ6ur8rlmy0#eZNGX8p@GEV*?EIP}?2_jf9(|pNZ{Bj(He@G)6zsgU&NC68K2aQnk0v74 zFvzctD-nJq%Luu)1cZ4cb~BYSa8}M{AXF#=s-G^~S}vqR(r6b?*ibq)1+)wgHKs$S zYj4C{K{{4&=>@vRq~r2`%0kO`(!onFDt=;{j?;5@?#mdYPW%XVykGg8ki8KffdW+Nq0iS6s}QxA`9 zO@+T;ec9lOR50rHoLcBjfylNqzUrB5ADehu{BEQ`=gHX(by_JCzQli zgeO6)VZ+~Jmy+Q6USuF(ZxV>xl`87z*}g?pCv&zY!Y4Q};#e%(FP+ff0LMgx`yUIb zS4o7N$LmPWRf%v~{UhmEUjhcpS5X2o6JRX+sI~q^0)92F8RgVYK#bm*rDGcs@Tk^R z_`%0`WX9zyHjv`svo`g_3jcUqFWPLSWfTwpm#e%Uh{t0fH|k--R2(YyeTrLA%SI8M ze68>}hK~qbEuj(POqGPh8dZ296Ghn zz%lz)Fev;P{N&7c(l0$@pQ}rmOZFK=E^8jwS%|^Rn&R_8tugS@61z%|W#gGpUoNK@ z3`);E);Sb|*sBgnL95u@`E?P!?(jWho0oR&ib=s^B3`q)w>w8$5)$z`*6G$q;Y^GzaiM3W3v)vdk!{ z5D@LMoB11q+4*?(CCWA!!}`JN1y%%Opw3H?m>L8{B|8%VLJ(*yNfw(TF9Vg%y z2b-;QX>wCNom~%@ur}S)O{ZiEoXA1YHoq3+dU;U z?+xOvofv%*X2>xn&!$PVg2~d3$rKou)cJ7=XqW`Sj)~8oe!~r^yo{xo-e_aMm-Oq=JYm&e{~!uOhY#M?jmqxsM~Y9sSr4#vjhE4A0u!W7n|O5&?9j0 zSM2t?cZ$H_X#Mv{`xyeQ>C>qCYg2;1)YT5P(eniVkSXfn?-vQQ&mKvte=P~Loqrn= z0<8(wrbiDYthFI%2H($*kFq6Lm(_2N-)v7v9bXv}m*7C)*m8VL+zuy#zy2e?*qp0` z;X7?JFZQ_*h6{M@UzE5Ktlyu0^Zc+oL1KOMspq&x7*3iTZcD#TAX0e}+Uz|D#5UP; zZPK0u#*iU@+gDG5@h`X5)}k8(<26x%tsY(k4l&ZvR^^)nhCn@w@d2p}2ZY6sqg_4${LGS(Re4gKPp6@xoGrs4r zP1qDSi#~wpP5w^J;}2ldGv?DN6MqO1dvnwNxj*=)d_6U_^&u?tvdh`ueh7)Tw``p1 ze+X>7lGAqT0iZ6X()cDR0QfHJrQ7`p0JjWN?>E+ufbiyug&#kHLh8?~iTdV<6Z_4o)mQhQWsi%WO?TU|CK7=|ph|Tvsu_X}dKP5@oKPnz$7T zCXKiE+V+QnItFZ*I1~oVZ;@|plEQ$^G@)VqcNq9{WTe?xheL=z*=xKm9F$yh&24r> z!18eM!EyfxFxgejZ!;AE{%@NX#`GfL@{j(`OXNtnuKt-ew&4j(UgrzGbo~jmjcQ&Q zYkvZ4hdgvH$w$H9mJ;!?h$wI?{QKK_Aqv!AN;@yeM#Ihv-IfIw(J*h|e$q8G8c2J1 z)b~|KLtkx*%)*CgAh-$%6o|&aWT)3!*HbaDsM`2d(KiOxRnAO&%8!9#zdv>7kHQ`z%npFyDc?jOz;&%nBM&8$M` zGq}Y*Fg#!N434Pp?9Th}3`jpT>YYX7pzoq{zQU!Zqhtdlf6#19&aB$6_&qwwIaL_wr zk*ksb3S*L5P7VpMu5oa`d|U#M+ExyJY)*jM4VfmnKNBGEZ$XfgY$8m@9egcskqFz; z;WmccM5!xpl|t) zhiiTkth37C-Z!2E+YTR={luFLQU}iDl%}{FOp%p zpv)(OJq5V$2R*h@NdfCTfngyBmNYhB?t7L3QiCY7C>mri`Wm6&W z{Swcpc`As>)r*osQXwz#P^4>BDsac=PiuTg1)n!7Zkt5YpfBO9QNK|dNd4ZdoaK`S zi@!%jUGmdlK6V_G##!GjHtl@Jn-1Kyx4!#8IvlG|8Xvit4qaR~HonM62dN8sYj}Ip z!RJS1=FXLL=<^u+<*_#d-s|76kq{(9Dd**_99|hPZ`hsqCp825EM2#(sm*{?f=^V% zKn56EJw9xBl?=S3(XRU*WRUZU75nB-h5|)z3AY$BJo#7nT$MzI4ThfY1ggkT&3@xo zYA+dHUR;_xGD8NhF1|DF|HzO`*m!DChyrp45@+<3C_rqyz}0F%0X6CTV|8{E=qZyu z+v-h$3(@hpr3n;}?DFQaD5pTOeeyNaK?>Mk8`&2alLT@~07K-%m;y5c7IxS$2{tbk|xs@jKo+x0t)}NVYkAY2`T$>X=gahB#rTx3( zqoA@s;E?f53^a(CUe$la(leXCmG1u(EM6A`-#8Kn(Y# zIu`&%=EoN6OZ|cE(j~Kle}kaG_Py%co-i0}x<9_wBo>^H1TFn%8Ut*@Znp?>PoQB^ zA|50{fuLO3K}ZOLtC>NLShf4qWmO00Kk-6evJ-y5;_Y5Nr!^>rN|r zf}2LH{@}4E7$R?#$T<*+_I1&5uinPsmkDg1I~a*sjIm>SKrLowKrp1FS4 zsRXo7W*ds+Pr$`vaR!Y3cwAV?tO-krN9|Vk7BjyjwD@lw=N+9SoCmqU72#C$Dkhbh zy-GntP0m}Y!6~@?i(!+@z7)J8J!~u4nvA~R%`d$=L_og(lzH23WnzT1?O?KI1}a|N z>fmNT#ArW0Ie{q>au13s@Gg<@twwgjm#1Xh=6dz4L@otmy6u(2&rz_zA((3YfrgGY zv6mBxH2k$g(*4k@Y*eb*ZfCS97f*0##y9lk;Ht6g89j0iDthj|Q*t^V&vSpYrAp?b zcIGiHtK~clF0`E9){}?&oLYT%I15lK=&;zRULm@k4R}KlD#W;t8!h+-icqrt&!dr> z#ptMG{=48}F$$BWMo0CEQC6scFJNCWcJUlHY-%mWyxl4ScezW@`jozW-tu$29RBs< z$#>6jhm1&_xNiv>bXU_QZj|7j|Mu?@GB3g8#oC>HpGt7IT)|hT;SyvU2}@5GDnnZL zpAzQUGEBOlziT|c3~vNFX{>)#hMS_elJo@1@!@>o^@cU&SpAm8&4()RhwP7(TT&HB z^TS;c{1s^5QXE*kT8=tyRxwjgD$p!Br+!(y68XA*1SfJt;2}6@~ZdWYB9}ZvrDL39Uc)j65ey64(EC{ zu4?qvp|@P7lyXfSZf}v$;Aht3s+5pbKxI9$rB=-CIfU35>-}=P4DokMu`ZKr;e=7ccMB{Ek-qUOD%Wr5x%fD^+z8!DE zF%Lpu5q{@wI{*A^LiPC}jl%nM@_+HPin;- zw4m9rm(Y zpyS4)F??#Xtav<1v*4YgqlWRN>mNqw=x?+(zx_2Gf5&pjm~LSpQ-pd#jhlf&MH9!i zZ(v}O_Kkwoe{>{W7tne8i;hs_@% z^28Zv@U|m4T!?|9oF2*7_!-!ptihwh#lQ`H)qjUV82H_)t8iwOj^s{`i+(-~yk8Zq zcJ>YfC$ybj$+$7_N|KZm+YJVGocev*h|EB_LSl}51_KSLchB=CF_3e;!j*4NS@&FF zy9Xi|IO`FtSR2g1>dzy_nf?r9OZapv*o$R<#{N%483Ucv{_OH7WZ>whQ3LaA1~%-t zbMr_R153X%<94Mn@USpn&4vU9&U2f+_!!N=DqW>4W*7q*5@$ogHN!wxzkBJjZy4B=v@vadn1TK|&wA#zHRJHi z%-IayW)vM;7&h9}jM9G$sutEXBVPuWqpxN&cJE2E<56wK`{lM$@%x(bFP~zd9JLvF zy*c;g6PmFPm#&{0YR0vgln=zOx{Ncr}W~|-vXkeQ$?vp&0H?n5(fpXS(n&aMS#@3>2Uv~0l>TZ+8G%vw+^a&P;Ah!z}a-^M-? z)PhHDOH~FvVBO#0fBvz&1%uX?QzMI7u&?R7(C(ZTbU!oOK+0-CzMp=Ll|rp(_L1Mk zD82<_7hRnAI9oB;?BeD>?5$W4oK;$^-iqH-My#w4wBm|DOy7x#R^;YBeEQ2kD{jyG zbuNe5ihgI+(;e2gVOmtI)v?u9{OegDFreIqzA)j>`=u58m#%4tNVVZ|-$Z3qqH+?o|_xYt&Q%qVEXWvzzpQOs*MZ#UU+8T8+m2>?Mb9)SbRc^q<5%#d z4!m~np5s5U4t!^Ey~NhI18G-zjE;TjzzcQ0JoIdlB*6@+0cm@mh*p~wsv6Z%Uc)fmOF6b)bJs@#7>;~EV(NvrV~wMMsw1_I`Q~7 zWs|~3otU{vAg{Zm6L$>i-Wj~ziLs^2;XIU1^mKj}!r<;gukeqF5*xbk;?)4=s%jSw zy_FSw@}diu|Kl~RVe7^~O|f5-7G3x*W8bRjxh{+yaVDRx=tA1>@P=1~T__=~r@n#O zg^#?`7Rpk(aKEVDovOwzJf)s6q$k*oYtAU;oVV-74F$N#BC{Ly^PeV-z3#@Vywc1| zDm@sh?AzS%xCf26jgPx%^rDHWuATqVb8{n2A>l^+vwxGttae z!8h$O6CamM)EFi+aZ*Ua(IuXVPj-91;)-P=QMpj=cs&y}MpaL26ncRlPnY%udN8pm z;hfj8E+!VGjW0ZT&cq$G(tJzq7g*rraQFb%3q1EzeM)4EiSEl4m$h4%$fqeOsLPT^ zPHl7yJ~6giPl;@X*Wff_|sOu;>Sua7F~T`;Ox#s z>ZJgYqdH7vx~JlqfDTOCcU?nhiS>Wf$(uj(UtpE?xq!!On7HAa*102!z39fQ@ZQkg zjXla-+h;#_W1IgE_24tzczZyPe;X?=V<)qoGQV}6h@9%ncHnspU^ z$lZ<82?;OXvCag>oYhgyF3doej^DjqxaX%;XVrl&^!sZ6q@)ntfkWdj{$)0G;E5OA*(RYKSnifM^Yd*xvYGxPTiUl_ z{>Bd1=k0A6dC%?kTX?DKX`2HV+zYPIP$?C+U4 zRwmw#b2E8Ij7r<^iq`&#Q-*Drs1|Q-WZZ@Wd@7Oo)2%2+?hst(-HI=~eLXHeY{dbk zilkJNR#eN>n=snhig#76j}7~^VDy48yG}z3zBOWA!5jp)1d zrL2Ih5jjfyJC;`(a9Ak!^*`?h+)XUeol|c>lIN}NFx3Y1*x9k^;#V4}VQk>dWxT$OaZlz6HJXRC)V?ANWq|HNOX-X9}@bzk}6xW{M)yicO$M9?y!{*!TA zId>L}Zh2#AQA&X=oAw<4=9LZi54g| zaOsgT2|Na%80$!|r!GMJkQ&R6x}CggmYGm;n(%8!G!evw*~(=`C?LKnaczv42j*)g z59gB$pwY`AR_QnulpX%Aanqug`&7 z+pnJ7csC8y;AlJVA`L$9Svu~v%m#n=(I(<#F0iQ#uKy}h08_nLnzD2fR6CJQoM?%L z(Hl9_PYz~*-p=Fiw-)EXjrs8!Q9lx#3LM$iA(H`#pUGT0h8e(1TrFf!oK3`$*t?YmIl}ISSNEtluiLmICqr(pJ}t=RyF#@Q<;o9MFh- zGXA)l1mAA)56P}(f`+d7=GSBr#2?@{=Zne$S9V%gtY0SBFY;WGEhK_#&w1N86%r)# zzudmCiv%BR21yStl41L0@#CYqWDsn&;cpqI03|5TRz;Ko1)55qHb~Pzf|I?!&6NiA zce55Bb&{d}^X@Zc!z7Tg8TrxcPl9^R?Jcy_ERcxFi=H~nvfI@{jT+1ZKcC+B#$s8p z&i_*CzVj5g_lsoErA2`ew)4-mMQAX))oE6cmAAb6^Q#a<0o}uln1y%}m^~~YHRln* zIL{?~M3Gh3@w&o)g9&if(dC4C7Xb>1OFt8-S#T)HkVoQv4tN!rLsM@aJe64a_8>DK z_y#`oiNP)u+JCi7t+@MiOkh<^~+ch_K>p;IPu02_h=}y*pTV zxm@x6RjfF%x84;?U&;hIW2=dNA`x~CqO8P90~gp_UPT7FLe)=DcOI7fi>;YPcJJ`#Y#H}TXC zc>*jc5xg1{2ry{v@uny-1McTs{%tl-fWWlKLlcxtIN|toEF(S>qzngl6SawOXko*( zF##f2_Y>3xfCzkr5&JwXS^X(GzL~U+2#cD}^W+q>U`+SMUAhSg4xIe5pSGC{iRwo) zBA8_8Tw<1Q>mq}}M~}%8M=}TrUnx5B9~s`x?(CM?M20Csq1Vt&GB6UP{f=i)z+>&H zF}Zdsppf?wj}j`_6)V|QhEsvoE4v!UI;;ELcI>)9h208|eOv}9aPdHj_+!?)Z_i#O zUksqa-tiONFhhm2!#~cIZ^?$Ug6rH~TV+GG<%jpn^(>y@@#anTr@{S#1Y>?x8t8_- zAc?tB!F`i*ZFeFCvQKISDXgV}i0zGm>-seKr9Z~^-?nVHU&d#%b37Z~oWJpF!I}nd zbOT+gs#*To2@<3qQz5%-%e9~O6yT5$&I;X2frk+ZDVhT;9H}S+-n}$%C)e3?M$q8o zZ~d1GAvEA07*AhIpaF+{=0fHL8rX5}m^9C)!5Z6`qk?2Aa9p$UxnE0xuio=7c)V#q zy!NWcnq|L7hX1dGZ4Ru=e2Y{4oDFJb>STwIYzUdNws4Q7fx)Fm(NBV?@J@$tGS83< zbtdOWBsY+Oyzh@TJ}1M<$hf?V6%}p+VI<9i2Cp~i#$67}27x9jbUn)k-!;a?%cmsSvC}j^s|x zh9~DNf5b}XfS|hc;rE+!pg`f>P~wLipcHmgC8uRWysH_H)qxza+59HHIUpCx8@VN0 zHs^x&>Ta|2%v_-OuGSi>=0dva%{r^SIdGws5LpmH0?NAsY}=d&ut9a`=MAMyXh~=? z%2H(^OE{!KKh!l?~m8O%gBFWy2q;^l44Z204x&5#lo=&6(m{gPD?tZ@CZebJ{Sg7|qAWVaI zyc>s{chO+xB!}y4E(J6keoG$sNP-iIr^D~25ux0-L-h4D5u~MrBYpL=;I``PNF6p3 zbdz|l?A}9x^*Q;!$nF$~Tw685#o7a!vlldWDN{h&DS($diUjYfM2mPQN#Gl^Idvt4 z3~5%n>7N(L@UCt|m9mSa2bGfSrW6Pr_w;bu%;IHZ!9lGMGGu(8-Am0U!V&A9>Q}iL zV4%G{X8Xf5pq*REJ$EM+b~b)8Y0OH5%8%1rTHli(#67p=rh7UlHA>h$-A07yCq2TS z=vfdl`kcNtn+nXbVhch+9wa)`&fBOIg2jO!E0ZFHV7=jlW3Ngvm@EtRtZ^;^3xOZp zy+ir%>ajw-wR{eg(PoA^v}hn!`@8SGc@&QFP^vcGCZnOzNT1K8G&Bh{{GZu?MFrK(Z;tmluS;(S5MF_ZckV;4Moq*(( znA3amAygLgzkTtO2+Ct}Ri1K1AoT3-$v*ia;Cr5xE&ehWv}_b&ds%aG#f)oN*@_4P zD^hBLj7)I(Iu-ijdM2zC*ajJyWrB2cQEMqB3*t^cKNz3N(ziPnKk_9Pe7)4}rSKPk zv_`(bk@j3zeeIWd~5Vq{$@*rJdx1OOQK{*Q1O-#%%H)YSJB~HS$!H% zd?nuQa}F#^s4>HR4B@JQ7VN}qM{-ZNtBUasNehd-gE95-|xAf?>XLRW2f`0 z2ru4SYrhvOgQ9!wYUNplNPT!DD{p5GepHS$e%QfZ^Nvxd!quYHXv_ZG@`bs<0Ek22G#5G70`wNXkE3TQX7ssp7WV z-$oM14%%x)ucc*VsyYANodcIitK8VE;-iJcLi5L%yySTje8S(7r%{4;7Yn~IFIST{K?T--@E3bsSBaBb-#Dh0UxxKtQ}e|e$^dEmi<*lIp>XfApC^ll zQ`=_ej!kmWdN!>${w5#%@%I%u6@2uK&e00@6+nSrlzif0A&w5^J1baTK;<2&scW3d z;O2eOpZ~cGSN)diD(RPDvD)Eq_xI%pGu*x>Vr41zSjLw$=NF-Ak)(0e%p!CjKVq>= zwGbLf$0L_>3Se^NgYNLb0t6q(`ul!fA%azwuhV#5gpJa4>&DF@JKJlr9K#~~a$)QG zEiJ+HfI}O1JC~rYPK%n_Pz;Tyvr4zkC_#KjpFw4D5vpqza=Yghf%!Xxs~KGg=Ikx= z;zNqyK`R_Fb1BA)|K{%e=v|EX7na{;SC?R8kFS@EWid>;T9&N*EILold+NTd2#R%$ zO7b&A@lWnCAD>l(x~^1l8J|KJb?fI^Un;=C+tG)v*%e~Ro6upEz+zmgH|Eu6it_Fl z46`yU##sEau+mM%XqPK-S=U^ML$=-q_w@_0PpyP(5i0;|`NToXy#+{JU7~btl@Ni_Du|L)iIU5A1aq|nah!sGJ zaz*C*LIL_K>z7@*%t!V~+60Zl!_!RJ{6C63aCK|{T0G5%$58*@N7J~Nx{IdqNR>BrzlKG%{pKP1h%mpoO)o_7sJ}9K`ZPk{1ER?zzvgd0qg3oL_a^Pn!;<;D2Lc1Jv z&KcUS=9B}nTfb34JP(zhSpGVadEg30RLo@Z;AWYhbaHkcR$OGXG3Mmqs^xmuhx77a zUv9{=I+ugiff%*;@Ejbr_>bkVj*TPd>|ca#V&m1Zvn`*Ka}e0xRav|y56?@@^yboY zux6FxlGUsn4E(aVZkv;XyD=R`Ir%w|%_*lU3v*yKbg8n)o{j$P)}M@B*l0`5-g;bdeN0@vH@;%a zl}xCsGactNXJX$oZ@2zD1{%AvDch?VxF&4rd+~^Ys<<214s|kcb4<%>sGot%1zElt zUl=$(7~wiR$^d4VGEA zEhREh8h$T0aB3zNnnf~g|1lug&H2^*9|M-5ms*m3GjMe9&DQzj45SqWu=t|;O7ry$ zfymzKue-#q>6w^_m>AV^WI|2h?gg_N7Uut%SV)n`!ms)3H3HYLFjdY-7%t7gliHK= zd%S4KOkN{?_B#csH`Z}(EzZEG`G+z+>jaFRo<+%aNJ8wmqsm706pa3m=Q~y<;O~%6 zay%yaax`YB z=6UZ9kB6SlU`yhvB((mqui1Je6?zMrcb@D`gu)>WEqm=K^s{$+1RxBRBU{?09*RLL ze~a<=&55W?s2j1fiN~o#4YQ9u@#r_%SY)gnhK7DGT}`p0FnwrQ{&=1z+>8!cc;hr^ zpO#ySyF{Z>x_a{R>~v)R8=TkgoQXZ${n~*kRM4byw(aVRhn2~C-woBV&@=7u)}I}Z z*5NJ{&60Gq#{8KV_CS=E#>Hks6_K59)uJ##G)#|gTbmp2j!20U7lp=4K(T(gbo~(< z=ncB$IC@9pQ=#Ht_jy!oIsZ=A&Xfk}Kkc&=MYvlv8-%Hqr-Qbx%sTX7BCL8s)?Bxb z28Aa7FZsF+{Iyo?N!2|_mX)mBkP;gJ;kIqP8J*`b`l|o1)rwS5e?-IN6$M8MTCVPM zWME0bamRZ$bkMFnEtYIc#?Fj1o0#+nxZPMWK7|*IWgSs;RnKsY&M=cM`5c2CeY?Jp zOR?bV|25f?8ik!|*MBGr&%$kqo#H3|a7awu-)#~ShS6f%ajmyepl$wdetD{h2c>h& zsOOWR$Ki6kdqg~NfAwMUgJh^bPg?fXED?7C-;KM`BShk4arxu^}`#T6QPH4eef;5rq+JK728ipo_>4A7_LVya&oe4 zi2n-Ji^9)-g!^G-L3YCl;_o{}&*hLC;jU;Id68;I?pZTZ&nG&Ndv2p-(Ju?aH7Xjg zym^d#6F>ds#^6b^ee8jrosU1sx*@qSTJ;PuEoScNpB+JzrJp|K2c9EqI9o4B>^MbQ zYGyn>E$2eGS1i%8xZ1vCFqACrliyqaF@Qw2h?RRi@gd(#8j62xJWd)i8|xoT_a|k7 z@S%X8r-|I;xsd^jkZ!-khb8ESs|Y=Y&EwZ*6M!Q%xta!N0GU%uXY;>9?MI6Hg^3uic`3wxyAo zvaP4Mjuhf8;a4lJKqG2??ml+Q8RYKkQla75Od@u66<;iaMXEQHUr`QVkx0H?FZ6@pB1O!Ln}vCo-ABLQotnz6_kB|pwRk8E;NuS6## zA%}cj)jL0~GM8MQxy4X7JdaF2Coc1ho=Z3)@#w9bOXhv4YN@m0konRqq0}V~nSH8D zo^m>uG}OO(8~8Pl62teGj}T`ru~V(ytN4jav`-{1cR0l(oPxfv_$NG) z%f8JIw&9b2uZGX7PmAh$5EZuDjY~+bkw?B`J~_+39_If~)YsfcANxi93X~6vs}tiA z8Q<>Vs46bWF36p6!IMYM-MCnM+bLd9~(&d4#)h)wOl6@`>#}+L6L1Typu}>a-b=Ji^_! zDl<8kON@W+wsj(T#Omd;Be|Bjq_3j)U56n@G%sHLVX--6{9QD~zmZL}+aGGK=*%H> z&&fcE0S*b;)><&MKaUtkFU!rV$|q&gzQ%jjaf!vM+A4kHJW@IDoX?a8BL6i%#dle- zNwv4ZfeYWViH>LCpt&iVbdCHj?9OMCna(3Nhow0r^F)bzbwDn0$+-XQUxz54`m}>T z`t!-o-u{P^9=Sxz5UUc6a>&@h>PLpF*rd@UGF`ERMLJaJH3s`wq}8-i%g{B8yqPuj z@NIK888Mz8)x45TN+c?dz7hHTF>pPmdWA#eQ@>C9Zws4@mp3meI?5vY3(xlY)qD!kQ%%jMhwN;URP0>WPA@qZFR6N?*{nf$Cf9xWr$6mJY4O&Os%DXNbD6J!Fc6Pk| z?zM{?xU+k5MUDl@YWfn!KYW7xFlz7ly4;`eUq-cWSb2ij9N1`h?$!Zvc-@;5U!2WR zaob}Wg>wwQKdQ&cPuSoIsVefyaYcB|^s(v!b6k(?A|kk z&a%7qr=i=X^-+~xGAsvd<}&*daB12^hr+fP#0?)W(tR0=`_uA+DyJsmXVeB>r%3Of zn&Y%+wLuEr{Q92G*pq@|ili<3Um~Bj8BU}WH6`K$}JA0{ta7qeLOZB>l>ID#AE-7PsJtYQ?yUdLmr?WpZ8hg1Zt+*y+yodJamw$axS3N&7S zpQ~n1g_d3U6sunp#4M90ngXr+SBuz}-Q6W+C>r{^_6{ZR* z%Zd}yAQkZE&GmmN2oE~k^X_{Ff;Dbf7>`lWq;Y>kk`5iCcUGxzT^V?LaR1oyY&sZc zT$ZP8qQmXM%;~a)RA^W4VE3P+AV9O{&12a#_*3;0zxJl#dF%ca;t3SE+e+NtK1f5j z(EgL2(orhM$#lzui7lm?x+P-7;}EdSYlFenq} zcS;{Dn3aiL>a!2TcG2-AA&_G_i;g>Eo+q+q&@p3y{f|noOw5kzt50fTVdsL+)6GPC zvhRjd+Xr>n@M#cB-lfULy>%6Q@tIl^E4ka#fQB< zXy;+DJttu38wZ87YaW`P*^rx(rah3%fp6);sgK?Bv48A*$M+jt3~teSztElsafgQH z(-}OxH+4=s_niyzP{A3;R4zK??pTYJZfoJ8`L?-FnI9iz!PoRlW(&aHo)&P_kdHuF#m;};Jg6sfr}Q*)(faaa zS;J&LZY=CRbaW~g{WhE_e*#4Bm|Sq(8p_A&T3Ua51s~_H3FN901X!^A=y{fn0P@lF z*GyXh#GWQjZ;0jNl82W~%@rPKg5IMlm$;a}Z#PA|f{SH+L+Vy>JhYYH|E`(Ahi16* zc8fYb4C=bm1bPAtwA~fYJ;H~)y_um_9S=Phf*iK!@Zh~R(q_R!E^Pa*Rv%H#hwy#h zE2mXlywha=soB6oBPG;uBaerl`sMWj0v={_UFNV0cvwukbaL(t9;6=sTln3V3&WtP zKTk+;;i;bfpjVKKnH8Vio}J0VKB=j{egt!2^x~lyYcCJo+O@T&gFFoE_2;h{;vq(y zF=h5J54E-D-m6;iu!8INpJp@{9_#y;GDNt=_N*AMVTtf{kC8dBkPENFQmYr*@z5F= zqi^wuk7~j4g=x70cXZ}bAJJX4|S_wdnJJ5qgx7&142-rSS&mfE<{gJ@cp@FLd-sR z`v5ycfXPi^|3(V=n7=9i^4u3ZbUdf`u@nWEW#H~h9TXtILBadEtq`ATXUdDE3lXO} zP4-8I5R$Gb4o;&2WSa&&Uz04d8_v5Nd7Y0FUDIRzZt}79TiN^t;{vEhJoVT(y#R}E zu2W|k7T{?V!%94;0G==IM{b!}01a(d1o{f`N@98EYK{Oqv@YIgZsghuU9lxeE!+R8%Qa-EtzKXx# zE?r=K@1X#N!`)j*slK|U$zC32hIdlz7M$GxUGPlebjK3)Iz9|1NkdO9G@5Fn)?{VpY)k4)n;{bApE z;6G^m`KE!7Z)aV2K_>*D(?%8y^F{G1LSA&siFnm%L60sKps#v?(>oIp|1>MY!{zu; z)M+#gEaySF_mP!h9~XC@JTw|I6a7yozlFD}i{^Iuoc3Z7&MTGbC?-?+_*>PW@uZCh z#cGk>Y}3yMr!2C{ z^CKI-sdY2vTj$_RVxBX1DH|^+O!LK#*{BXlZ&IsgLBTsOHF-S~0_B%IZUP4SelDL= zD#;SfW!I8_{48`??!S5)Y}}P!b2U>g2Wcj6FL){DVAx{8W^Q;kPL;_Q%UNVWr7t6h za+`@`^;agW9hfj|N+O@^v#@Q^0{d+lIVg5J;5Ys|2fcplyB>?`8t{@`tMG(_<2FHc za-1A&9#|mBo5seq3lq8*USy%|j6?&vnQ*mt%^oYs#+^Os#!t#~u<3yEgrs>cIG;S) zqvP}Nk!MsJlbnZn4OMZ<_i~|qaBGI{QXNBW!G=ofyk*&4T!s zr2BchSlBq^DN~iqfO~4Eo?cBR1RL}R`u;Fc^X%uON;3-r>n;DHPx#Q#X>mR@GEAh;0<|roK*wD3DMq>6OlaI_ z$$zqi1)V90y3Y++=w17BpwozjLAQ{hp1DjcsyuSEVvvEv9)Y>e7!B%G5fP(aR9HND z_HO&_42Zefm@F2jBPhtnDS3i{sKT@5O-v?+wST;IbZ3e5)ZOP*Pg&S+p7hm<&qOFg z(qW1b6KmR6rYr1YU}V+#xSMxqcyK#5sgFTL-}H*P1BV!Jo$}wT8=^XVh4)`nB#Peg zjufmLW#M4OXO(8hETlIzZvOU&iL{82v{Z2>j<#)g>paZ>M_W;PT$Kj%_CL?~pJ-4v zbTDt~XCUBbr^MuWCidP`^3bnfVKPCVudyHttK@$E7yp$BiM@N*|L2m4Mx|?W|30H5 z^9R*W|1A}p4z>!L7G{WeFrIl+or=qa;`>&Dr6k_fo*NHPN)LOhmu%vQBbg9F(R$q(#k*LNfl&>AV()A@z@) zU!EsI@(W+>#_?oirM$SjL8RXY##92wn^LjQA!3d}bTWQzI@V`DnFytIPo!GBV!{5m zN$EjuBrbis!hzb^VzH_VGD)7u6(#x9~~TqC=@L zU_9$>-<^bw5j89IA12_YynJWb&lvctZe7*)B@%wYyCj|TBH=8vY*eu|7Wb4qO7*o8 zFz=zu(Aizd7@pD?JeZIK{f5CspEHsm(0!w0Xqtdj%UyofDe-tdad>~!f1-WYB5~22 zfiScttUR*#U@Y!@ju+bKCgaAhQtOlNQ{l&{)zq~Jm#9I4EkimzfZ^jH3jX*kGFJqM#AP!=?N3lXn5p! znmt#DgP@?!S>$8_(%y>o+-*ogi&cx-gEvXgi)~esN=U%ig(RDg7IB!o`GazO!xh}G zG)lkZABCTmGlQZ}M&Y?~+==1V7<`^ws2esCkI1pAsEXJ`9RFGxo~f9O5SnVlsfk8VcX1Ygw zjRT5}bQZg&;G7fZr{Oya>L0(3mnW$3i=n(bbex8V3RkZFEug~mX@rxR8U;%9t~~L; zM6lhBD_XN-G3pS%DncO!;c*O3m~9ebbM9PT?L|dTQ zuu5BWkroyQ#(~w|yZ*+2T@o*G%Qp!+!~rK69tD58D3{INP@!{0UAfVehRbYqhv%SS z)^JZ_?RhG;mWJ{ozowvyZ+vS*Ya(WeABgd@h{bZ&!cN31&O&-Wj&X zBf0J)WVjYrdeOCo3xwP|c*T%+UbGEvW;ix_y5>}!=K&%nJi>F4>o z=(y$)F_NuAL(mHU23;-%$z29--As~Ee$4HSW)TI`ALBXa{OAxB6J77{ijFI#?UqKy z3-RkFQPz?MT}1pcxF9lpl3xvgnvMi+aRx2@PwS*FHKx zNx^tz{?b!Xq|U=SC$-ZkxE8K2Z}5!g`c&Z!tLwVAUn ziGiz&r=QFbrNhc!&dM@`irzDyio4}gQ1f!|bI;yn)O7BvvbCY1f3VbAWfKF1+Qfyb zdy@&#>+sgvv zwotLddYSs+X*wE+Gd8C5RGbQS&zV<~hWa;O`I>cUFcdV&(DG7|=g{xjewKlGeVj8t z;%J}=K6I}!r6B9)&>PR+$yk)uK0hIVisiZ$P2HLdY`MQBp^Cylqj+q1)%{cy{5-LM zH_3pFy4tA$BL=3F7;cf*NT041Yz|#Xh2}YC@I-MEN_B{G@3mAYo+&)w8cm1V)+#BN zrKyNo=FB>4m4ZW8*Bh^xfCpx}Z>`D*ir zG}H-P`p=L$S{4-dXiHQo(mcadMXscx6hi8UxKzANG!M=2W4=R`VD zG260ZxMWQ;zgHVT%wHfMg- zrQ`d_Ro|Y(rb2yD&H0pwbo5Amek^LAfi3c%ZuB^1Am^r=qm*Vk25(IdO-!eP9kP_7 zewu-{Nf>-^pu=lJuZDdh4K=2+zo)wxu&jT*xzIcvB70&!;B^LG4mtbDnPwuRTv5^2 zJQMe|gLl`4WI*~d-Pz4C9ije`zX~R9L6z zpp=EQMY>YR- zu3w#tn_eSp+*aklT%-EkO==cQHed5F)Xu`@M~b?&F*&HI>*!kKkcX}`R+Y<1CJsud zs1(g*;b2v>f|&&iwDG$;lNPXGaj~i5b_f%Zzw)BrJj{c9yZy{3Pjj(#PFU+yQ#K0R zDLj=8S7F=LG1s~&4+dXN7D!Lbb7f)F@_FK&l`Jea znD83g!^HPt^F8H5c}Vd8ebXW(7h}O55877ep~^Vwq-+`!cS__%C45;>4ByA|%3{I& zD}AKgkPWjL;SBGqEJXZgwezkq3trb$3#I~@*myqGXVf|m`}ZrU<_+ecY{ocs!Z{BH zy+7j|+nM;Z*6B;#Ru*y?sdGyf1z0P60MPj+?kt#z*V4 z+R8Jwd{n+KSQ)T@N7nH{)|rJo@RRg&_Fm%S(#+Fg$C3m%uPb}mR7VJ3->7JD@qFxf z{yZg0A|I`Z$D20g3h_0rO^V?+rx*ck4(%^h5!-Q zM~C(1<%1Pe)|1|y4^4%jdDGDa7}Swuxm+p03WGbh(!S)QVc}bQ|KfZsoA1#0piPJc zC(l%{#D!?A-Q+wwTY$VHlXINT<>SvIf3x!21qihW4sY=&g!5#7*T<ER{&SJYE{kteE9jBi-(t!?^ztZ;=5iU7VS9Ssy(L& zy}#;>_H8MGnDT8ePFN9+`KakdZZATn(uBS(zYuG+BY#!BD!@Hzj0=;+_4@ZbJ?_&bb99?;ImQx{s6Y_bq?XN@upb_hVPJ*VLq$;ZFn zmTL6#JfuX`*;^^{k@ef;{KQHD5?A)fzL*f8-Az8Mn~ZDF!(XLe)(dgj-aWU+P>5~P z&Z`=q3$Q*w?y=rKJ|t2cGd4crL743B=;XnJ{`xzrBEEd6@s(*`0|iL$p0sM2PwG