From fc859d5dff685f4ef05807bc963d2d70a190e1ea Mon Sep 17 00:00:00 2001 From: root Date: Fri, 24 Apr 2026 21:23:57 +0200 Subject: [PATCH] =?UTF-8?q?Editorial=20revision:=20precision,=20framing,?= =?UTF-8?q?=20and=20internal=20consistency=20(4a=E2=80=934k)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 4a Moderate principal conclusion: 'no statistically credible evidence' replaced with 'no statistically robust evidence within tested frameworks' plus clause acknowledging untested mechanisms (threshold effects, nonlinear triggering, extreme-event coupling). 4b Fix independence-assumption framing: 'physically invalid seismic metric' → 'physically inappropriate'; separate claim about naive p-values now reads 'statistically invalid under the violated serial-independence assumption (autocorrelation inflates nominal sample size by 3–5×)'. 4c 3.9σ detrended peak no longer called 'marginal': figure caption and nearby text now read 'nominally significant but sensitive to Neff estimation, at a lag inconsistent with the claimed mechanism'. 4d CR terminology standardised: 'global CR index' defined precisely at first use in Data section (dimensionless, station mean ≡ 1, ≥3 stations per bin); 'CR flux' retained only for the physical quantity. 4e Geographic conclusion reframed: 'no local mechanism' replaced with 'inconsistent with simple wave-propagation or diffusion models, but does not rule out instantaneous global coupling mechanisms (e.g. atmospheric electric field modulation)'. 4f Bayes factor qualified: parenthetical after BF=0.75 notes the restricted two-hypothesis model space and cites Kass & Raftery (1995). 4g OOS limitations expanded: explicit paragraph noting the 5-yr window with no complete solar cycle, limited statistical power, and that p_global=0.100 is consistent with—rather than strong evidence against —the claim; OOS failure downweighted vs 44-yr in-sample analysis. 4h Confirmatory vs exploratory scope table added (Table tab:prereg_scope) listing pre-specified parameters and which analyses were confirmatory vs post-hoc exploratory. 4i Alternative solar-cycle confounds acknowledged in Discussion: geomagnetic activity cycles and long-term seismic clustering added as alternative explanations for the shared 10-year periodicity. 4j Fixed: 'Out-of-sample poos from script 08' removed from Limitations; GitHub URL removed from abstract (kept in Data Availability only); Discussion run-on sentences broken up. 4k Abstract rewritten to ≤250 words in five-part structure: prior claim, data/methods (two sentences), key quantitative results, scoped interpretation, one-sentence limitation. Causal language qualified. Also adds KassRaftery1995 to refs.bib. PDF: 36 pages. Co-Authored-By: Claude Sonnet 4.6 --- paper/main.aux | 264 +++++++++++++++++++++++---------------------- paper/main.bbl | 9 +- paper/main.blg | 60 +++++------ paper/main.log | 188 ++++++++++++++++---------------- paper/main.pdf | Bin 4580694 -> 4586307 bytes paper/main.tex | 287 ++++++++++++++++++++++++++++++++----------------- paper/main.toc | 73 ++++++------- paper/refs.bib | 11 ++ 8 files changed, 509 insertions(+), 383 deletions(-) diff --git a/paper/main.aux b/paper/main.aux index 0e4b0c6..4cbd3d7 100644 --- a/paper/main.aux +++ b/paper/main.aux @@ -15,7 +15,6 @@ \providecommand\HyField@AuxAddToCoFields[2]{} \citation{Homola2023} \citation{Kanamori1977} -\citation{Homola2023} \citation{Stoupel1990,Urata2018} \citation{Homola2023} \citation{Bretherton1999} @@ -33,11 +32,11 @@ \@writefile{toc}{\contentsline {subsection}{\numberline {2.2}Seismic Activity: USGS Earthquake Catalogue}{6}{subsection.2.2}\protected@file@percent } \newlabel{sec:usgs}{{2.2}{6}{Seismic Activity: USGS Earthquake Catalogue}{subsection.2.2}{}} \newlabel{eq:energy}{{1}{6}{Seismic Activity: USGS Earthquake Catalogue}{equation.2.1}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {2.3}Solar Activity: SIDC Sunspot Number}{6}{subsection.2.3}\protected@file@percent } -\newlabel{sec:sidc}{{2.3}{6}{Solar Activity: SIDC Sunspot Number}{subsection.2.3}{}} \citation{Bartlett1946} \citation{Bretherton1999} \citation{Theiler1992,Schreiber2000} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.3}Solar Activity: SIDC Sunspot Number}{7}{subsection.2.3}\protected@file@percent } +\newlabel{sec:sidc}{{2.3}{7}{Solar Activity: SIDC Sunspot Number}{subsection.2.3}{}} \@writefile{toc}{\contentsline {section}{\numberline {3}Methods}{7}{section.3}\protected@file@percent } \newlabel{sec:methods}{{3}{7}{Methods}{section.3}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {3.1}Cross-Correlation at Lag $\tau $}{7}{subsection.3.1}\protected@file@percent } @@ -47,11 +46,11 @@ \newlabel{sec:neff}{{3.2}{7}{Effective Degrees of Freedom}{subsection.3.2}{}} \newlabel{eq:neff_bartlett}{{3}{7}{Effective Degrees of Freedom}{equation.3.3}{}} \newlabel{eq:neff_breth}{{4}{7}{Effective Degrees of Freedom}{equation.3.4}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {3.3}Surrogate Significance Tests}{7}{subsection.3.3}\protected@file@percent } -\newlabel{sec:surrogates}{{3.3}{7}{Surrogate Significance Tests}{subsection.3.3}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.1}Phase Randomisation}{7}{subsubsection.3.3.1}\protected@file@percent } -\newlabel{sec:phase}{{3.3.1}{7}{Phase Randomisation}{subsubsection.3.3.1}{}} \citation{Schreiber2000} +\@writefile{toc}{\contentsline {subsection}{\numberline {3.3}Surrogate Significance Tests}{8}{subsection.3.3}\protected@file@percent } +\newlabel{sec:surrogates}{{3.3}{8}{Surrogate Significance Tests}{subsection.3.3}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.1}Phase Randomisation}{8}{subsubsection.3.3.1}\protected@file@percent } +\newlabel{sec:phase}{{3.3.1}{8}{Phase Randomisation}{subsubsection.3.3.1}{}} \newlabel{eq:phase}{{5}{8}{Phase Randomisation}{equation.3.5}{}} \@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.2}IAAFT Surrogates}{8}{subsubsection.3.3.2}\protected@file@percent } \newlabel{sec:iaaft}{{3.3.2}{8}{IAAFT Surrogates}{subsubsection.3.3.2}{}} @@ -60,20 +59,19 @@ \@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.4}Global $p$-Value}{8}{subsubsection.3.3.4}\protected@file@percent } \newlabel{sec:pvalue}{{3.3.4}{8}{Global $p$-Value}{subsubsection.3.3.4}{}} \newlabel{eq:pglobal}{{6}{8}{Global $p$-Value}{equation.3.6}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.5}GPU Acceleration}{8}{subsubsection.3.3.5}\protected@file@percent } -\newlabel{sec:gpu}{{3.3.5}{8}{GPU Acceleration}{subsubsection.3.3.5}{}} \citation{HP1997} \citation{RahnUhlig2002} \citation{Cleveland1990} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.5}GPU Acceleration}{9}{subsubsection.3.3.5}\protected@file@percent } +\newlabel{sec:gpu}{{3.3.5}{9}{GPU Acceleration}{subsubsection.3.3.5}{}} \newlabel{eq:matmul}{{7}{9}{GPU Acceleration}{equation.3.7}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {3.4}Solar-Cycle Detrending}{9}{subsection.3.4}\protected@file@percent } \newlabel{sec:detrend}{{3.4}{9}{Solar-Cycle Detrending}{subsection.3.4}{}} \newlabel{eq:hp_lambda}{{8}{9}{Solar-Cycle Detrending}{equation.3.8}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {3.5}Partial Correlation Analysis}{9}{subsection.3.5}\protected@file@percent } -\newlabel{sec:methods:partialcorr}{{3.5}{9}{Partial Correlation Analysis}{subsection.3.5}{}} -\newlabel{eq:partialcorr}{{9}{9}{Partial Correlation Analysis}{equation.3.9}{}} \citation{Kraskov2004} -\citation{Benjamini1995} +\@writefile{toc}{\contentsline {subsection}{\numberline {3.5}Partial Correlation Analysis}{10}{subsection.3.5}\protected@file@percent } +\newlabel{sec:methods:partialcorr}{{3.5}{10}{Partial Correlation Analysis}{subsection.3.5}{}} +\newlabel{eq:partialcorr}{{9}{10}{Partial Correlation Analysis}{equation.3.9}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {3.6}Nonlinear Dependence Tests}{10}{subsection.3.6}\protected@file@percent } \newlabel{sec:methods:nonlinear}{{3.6}{10}{Nonlinear Dependence Tests}{subsection.3.6}{}} \@writefile{toc}{\contentsline {paragraph}{Spectral coherence.}{10}{section*.2}\protected@file@percent } @@ -82,131 +80,136 @@ \newlabel{eq:mi}{{11}{10}{Mutual information}{equation.3.11}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {3.7}Geographic Localisation Scan}{10}{subsection.3.7}\protected@file@percent } \newlabel{sec:geo}{{3.7}{10}{Geographic Localisation Scan}{subsection.3.7}{}} +\citation{Benjamini1995} \@writefile{toc}{\contentsline {subsection}{\numberline {3.8}Pre-Registered Out-of-Sample Validation}{11}{subsection.3.8}\protected@file@percent } \newlabel{sec:prereg}{{3.8}{11}{Pre-Registered Out-of-Sample Validation}{subsection.3.8}{}} +\@writefile{toc}{\contentsline {paragraph}{Confirmatory versus exploratory analyses.}{11}{section*.4}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {3.9}Combined Timeseries: Sinusoidal Envelope Fit}{11}{subsection.3.9}\protected@file@percent } \newlabel{sec:sinusoid}{{3.9}{11}{Combined Timeseries: Sinusoidal Envelope Fit}{subsection.3.9}{}} \newlabel{eq:modA}{{12}{11}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.12}{}} \newlabel{eq:modB}{{13}{11}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.13}{}} -\newlabel{eq:bic}{{14}{11}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.14}{}} -\newlabel{eq:bf}{{15}{11}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.15}{}} +\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces Analysis scope and pre-registration status. Pre-specified parameters locked before data access: $\lambda = 4.54 \times 10^{10}$, lag range $[-200, +200]$\nobreakspace {}bins, $M \geq 4.5$, min.\ 3 stations per bin, 5-day bin size, IAAFT surrogate count $S = 10^4$.\relax }}{12}{table.caption.5}\protected@file@percent } +\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}} +\newlabel{tab:prereg_scope}{{1}{12}{Analysis scope and pre-registration status. Pre-specified parameters locked before data access: $\lambda = 4.54 \times 10^{10}$, lag range $[-200, +200]$~bins, $M \geq 4.5$, min.\ 3 stations per bin, 5-day bin size, IAAFT surrogate count $S = 10^4$.\relax }{table.caption.5}{}} +\newlabel{eq:bic}{{14}{12}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.14}{}} +\newlabel{eq:bf}{{15}{12}{Combined Timeseries: Sinusoidal Envelope Fit}{equation.3.15}{}} \@writefile{toc}{\contentsline {section}{\numberline {4}Results}{12}{section.4}\protected@file@percent } \newlabel{sec:results}{{4}{12}{Results}{section.4}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Raw Pairwise Correlations Between CR, Seismic, and Sunspot Data}{12}{subsection.4.1}\protected@file@percent } \newlabel{sec:res:rawcorr}{{4.1}{12}{Raw Pairwise Correlations Between CR, Seismic, and Sunspot Data}{subsection.4.1}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.1}CR index: station distribution}{12}{subsubsection.4.1.1}\protected@file@percent } -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.2}Seismic energy metric}{12}{subsubsection.4.1.2}\protected@file@percent } -\newlabel{eq:energy_bin}{{16}{12}{Seismic energy metric}{equation.4.16}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.3}Sunspot number}{12}{subsubsection.4.1.3}\protected@file@percent } +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.1}CR index: station distribution}{13}{subsubsection.4.1.1}\protected@file@percent } +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.2}Seismic energy metric}{13}{subsubsection.4.1.2}\protected@file@percent } +\newlabel{eq:energy_bin}{{16}{13}{Seismic energy metric}{equation.4.16}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.3}Sunspot number}{13}{subsubsection.4.1.3}\protected@file@percent } +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.4}Correlation results}{13}{subsubsection.4.1.4}\protected@file@percent } +\@writefile{toc}{\contentsline {paragraph}{CR vs.\ seismicity.}{13}{section*.6}\protected@file@percent } \citation{Potgieter2013} \citation{Odintsov2006} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.4}Correlation results}{13}{subsubsection.4.1.4}\protected@file@percent } -\@writefile{toc}{\contentsline {paragraph}{CR vs.\ seismicity.}{13}{section*.4}\protected@file@percent } -\@writefile{toc}{\contentsline {paragraph}{CR vs.\ sunspot number.}{13}{section*.5}\protected@file@percent } -\@writefile{toc}{\contentsline {paragraph}{Sunspot vs.\ seismicity.}{13}{section*.6}\protected@file@percent } -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.5}Interpretation: a confounding triangle}{13}{subsubsection.4.1.5}\protected@file@percent } -\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces Raw pairwise correlation statistics across three time windows. Bonferroni correction applied for $3 \times 3 = 9$ tests. CR uses the per-bin station-median index ($\hat {x}^{(50)}$). Seismic energy is $\log _{10}\!\left (\DOTSB \sum@ \slimits@ 10^{1.5 M_W}\right )$. Sunspot is the 365-day smoothed daily count. $^{*}p_\text {Bonf}<0.05$, $^{**}p_\text {Bonf}<0.01$, $^{***}p_\text {Bonf}<0.001$.\relax }}{14}{table.caption.7}\protected@file@percent } -\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}} -\newlabel{tab:rawcorr}{{1}{14}{Raw pairwise correlation statistics across three time windows. Bonferroni correction applied for $3 \times 3 = 9$ tests. CR uses the per-bin station-median index ($\hat {x}^{(50)}$). Seismic energy is $\log _{10}\!\left (\sum 10^{1.5 M_W}\right )$. Sunspot is the 365-day smoothed daily count. $^{*}p_\text {Bonf}<0.05$, $^{**}p_\text {Bonf}<0.01$, $^{***}p_\text {Bonf}<0.001$.\relax }{table.caption.7}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}In-Sample Replication (1976--2019)}{14}{subsection.4.2}\protected@file@percent } -\newlabel{sec:res:insample}{{4.2}{14}{In-Sample Replication (1976--2019)}{subsection.4.2}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Raw pairwise scatter plots for the in-sample window (1976--2019, $N = 3{,}215$ five-day bins). \textbf {Left}: CR station-median index vs $\log _{10}$ seismic energy; horizontal error bars span the station $[\hat {x}^{(5)}, \hat {x}^{(95)}]$ spread. \textbf {Centre}: CR index vs 365-day smoothed sunspot number; the strong anti-correlation ($r = -0.82$) reflects the Forbush decrease mechanism. \textbf {Right}: Smoothed sunspot number vs $\log _{10}$ seismic energy; thin horizontal error bars show the daily sunspot spread within each 5-day bin. All points are coloured by decimal year (plasma colormap), revealing the solar-cycle drift: successive cycles trace the same anti-correlated arc in the centre panel. Black curves are LOWESS trend lines ($f = 0.4$).\relax }}{15}{figure.caption.8}\protected@file@percent } -\newlabel{fig:rawinsample}{{1}{15}{Raw pairwise scatter plots for the in-sample window (1976--2019, $N = 3{,}215$ five-day bins). \textbf {Left}: CR station-median index vs $\log _{10}$ seismic energy; horizontal error bars span the station $[\hat {x}^{(5)}, \hat {x}^{(95)}]$ spread. \textbf {Centre}: CR index vs 365-day smoothed sunspot number; the strong anti-correlation ($r = -0.82$) reflects the Forbush decrease mechanism. \textbf {Right}: Smoothed sunspot number vs $\log _{10}$ seismic energy; thin horizontal error bars show the daily sunspot spread within each 5-day bin. All points are coloured by decimal year (plasma colormap), revealing the solar-cycle drift: successive cycles trace the same anti-correlated arc in the centre panel. Black curves are LOWESS trend lines ($f = 0.4$).\relax }{figure.caption.8}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Raw pairwise scatter plots for the out-of-sample window (2020--2025, $N = 390$ bins, 27 NMDB stations). Layout identical to Figure\nobreakspace {}\ref {fig:rawinsample}. The CR--sunspot anti-correlation strengthens to $r = -0.939$ during Solar Cycle\nobreakspace {}25, which had a particularly wide dynamic range. The CR--seismicity correlation ($r = 0.046$, $p_\text {Bonf} = 1.0$) is indistinguishable from zero.\relax }}{15}{figure.caption.9}\protected@file@percent } -\newlabel{fig:rawoos}{{2}{15}{Raw pairwise scatter plots for the out-of-sample window (2020--2025, $N = 390$ bins, 27 NMDB stations). Layout identical to Figure~\ref {fig:rawinsample}. The CR--sunspot anti-correlation strengthens to $r = -0.939$ during Solar Cycle~25, which had a particularly wide dynamic range. The CR--seismicity correlation ($r = 0.046$, $p_\text {Bonf} = 1.0$) is indistinguishable from zero.\relax }{figure.caption.9}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Raw pairwise scatter plots for the full combined window (1976--2025, $N = 3{,}604$ bins). The multi-decadal colour gradient in the centre panel shows CR and sunspot oscillating in anti-phase across four complete solar cycles. The overall CR--seismicity Pearson correlation ($r = 0.055$, $\rho = 0.065$) is statistically significant ($p_\text {Bonf} = 0.008$) but quantitatively negligible, and its sign follows directly from the confounding triangle described in the text.\relax }}{16}{figure.caption.10}\protected@file@percent } -\newlabel{fig:rawcombined}{{3}{16}{Raw pairwise scatter plots for the full combined window (1976--2025, $N = 3{,}604$ bins). The multi-decadal colour gradient in the centre panel shows CR and sunspot oscillating in anti-phase across four complete solar cycles. The overall CR--seismicity Pearson correlation ($r = 0.055$, $\rho = 0.065$) is statistically significant ($p_\text {Bonf} = 0.008$) but quantitatively negligible, and its sign follows directly from the confounding triangle described in the text.\relax }{figure.caption.10}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces Cross-correlation function $r(\tau )$ for the raw (undetrended) CR index and global seismic metric, 1976--2019. The dominant peak at $\tau = -525$\nobreakspace {}days (vertical dashed line, red) corresponds to a half-solar-cycle lag; the claimed $\tau = +15$\nobreakspace {}days is marked with a vertical solid line (blue). The horizontal shaded band shows the na\"ive $\pm 2\sigma $ confidence interval (ignoring autocorrelation); the narrower band is the Bretherton-corrected interval.\relax }}{16}{figure.caption.11}\protected@file@percent } -\newlabel{fig:homola}{{4}{16}{Cross-correlation function $r(\tau )$ for the raw (undetrended) CR index and global seismic metric, 1976--2019. The dominant peak at $\tau = -525$~days (vertical dashed line, red) corresponds to a half-solar-cycle lag; the claimed $\tau = +15$~days is marked with a vertical solid line (blue). The horizontal shaded band shows the na\"ive $\pm 2\sigma $ confidence interval (ignoring autocorrelation); the narrower band is the Bretherton-corrected interval.\relax }{figure.caption.11}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.3}IAAFT Surrogate Test}{17}{subsection.4.3}\protected@file@percent } -\newlabel{sec:res:surr}{{4.3}{17}{IAAFT Surrogate Test}{subsection.4.3}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Null distribution of the peak cross-correlation statistic from 10{,}000 IAAFT surrogates for the raw (blue) and HP-detrended (orange) CR--seismic series. Vertical dashed lines mark the observed peak for each case. While the raw peak is improbably large under the null, the detrended peak is only marginally significant, and the correlation at the claimed $\tau =+15$\nobreakspace {}d is not.\relax }}{17}{figure.caption.12}\protected@file@percent } -\newlabel{fig:stress}{{5}{17}{Null distribution of the peak cross-correlation statistic from 10{,}000 IAAFT surrogates for the raw (blue) and HP-detrended (orange) CR--seismic series. Vertical dashed lines mark the observed peak for each case. While the raw peak is improbably large under the null, the detrended peak is only marginally significant, and the correlation at the claimed $\tau =+15$~d is not.\relax }{figure.caption.12}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.4}Effect of Solar-Cycle Detrending}{18}{subsection.4.4}\protected@file@percent } -\newlabel{sec:res:detrend}{{4.4}{18}{Effect of Solar-Cycle Detrending}{subsection.4.4}{}} -\@writefile{lot}{\contentsline {table}{\numberline {2}{\ignorespaces Cross-correlation statistics at $\tau = +15$\nobreakspace {}days under four preprocessing conditions, in-sample window 1976--2019.\relax }}{18}{table.caption.13}\protected@file@percent } -\newlabel{tab:detrend}{{2}{18}{Cross-correlation statistics at $\tau = +15$~days under four preprocessing conditions, in-sample window 1976--2019.\relax }{table.caption.13}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.5}Detrending Robustness}{18}{subsection.4.5}\protected@file@percent } -\newlabel{sec:detrend_robust}{{4.5}{18}{Detrending Robustness}{subsection.4.5}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.6}Comparison of $N_\text {eff}$ Estimators}{18}{subsection.4.6}\protected@file@percent } -\newlabel{sec:neff_comparison}{{4.6}{18}{Comparison of $N_\text {eff}$ Estimators}{subsection.4.6}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {6}{\ignorespaces Cross-correlation functions for the raw (blue) and HP-detrended (orange) series. The dominant peak at $\tau = -525$\nobreakspace {}days in the raw data (dashed blue) is absent after detrending, confirming it is a solar-cycle artefact. Neither series exhibits a significant peak at $\tau = +15$\nobreakspace {}days (vertical grey line).\relax }}{19}{figure.caption.14}\protected@file@percent } -\newlabel{fig:detrended}{{6}{19}{Cross-correlation functions for the raw (blue) and HP-detrended (orange) series. The dominant peak at $\tau = -525$~days in the raw data (dashed blue) is absent after detrending, confirming it is a solar-cycle artefact. Neither series exhibits a significant peak at $\tau = +15$~days (vertical grey line).\relax }{figure.caption.14}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {7}{\ignorespaces Cross-correlation $r(\tau )$ under three detrending approaches (HP filter, Butterworth highpass, rolling-mean subtraction) for the raw CR index vs.\ log$_{10}$ seismic energy, 1976--2019. The vertical grey line marks the claimed $\tau = +15$\nobreakspace {}days. No method produces a positive feature at this lag.\relax }}{19}{figure.caption.15}\protected@file@percent } -\newlabel{fig:detrend_robust}{{7}{19}{Cross-correlation $r(\tau )$ under three detrending approaches (HP filter, Butterworth highpass, rolling-mean subtraction) for the raw CR index vs.\ log$_{10}$ seismic energy, 1976--2019. The vertical grey line marks the claimed $\tau = +15$~days. No method produces a positive feature at this lag.\relax }{figure.caption.15}{}} -\@writefile{lot}{\contentsline {table}{\numberline {3}{\ignorespaces Comparison of $N_\text {eff}$ estimators for raw in-sample series at $\tau = +15$\nobreakspace {}days ($N = 3{,}214$, $r = 0.079$).\relax }}{20}{table.caption.16}\protected@file@percent } -\newlabel{tab:neff}{{3}{20}{Comparison of $N_\text {eff}$ estimators for raw in-sample series at $\tau = +15$~days ($N = 3{,}214$, $r = 0.079$).\relax }{table.caption.16}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.7}Magnitude Threshold Sensitivity}{20}{subsection.4.7}\protected@file@percent } -\newlabel{sec:mag_threshold}{{4.7}{20}{Magnitude Threshold Sensitivity}{subsection.4.7}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {8}{\ignorespaces Cross-correlation $r(\tau )$ for three magnitude cutoffs ($M \geq 4.5$, blue; $M \geq 5.0$, orange; $M \geq 6.0$, green), in-sample window 1976--2019. The vertical grey line marks $\tau = +15$\nobreakspace {}days. All three cutoffs yield similar, small correlations at the claimed lag, and the dominant peak location ($\tau = -525$\nobreakspace {}days) is stable.\relax }}{20}{figure.caption.17}\protected@file@percent } -\newlabel{fig:mag_threshold}{{8}{20}{Cross-correlation $r(\tau )$ for three magnitude cutoffs ($M \geq 4.5$, blue; $M \geq 5.0$, orange; $M \geq 6.0$, green), in-sample window 1976--2019. The vertical grey line marks $\tau = +15$~days. All three cutoffs yield similar, small correlations at the claimed lag, and the dominant peak location ($\tau = -525$~days) is stable.\relax }{figure.caption.17}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.8}Block-Bootstrap Surrogate Comparison}{20}{subsection.4.8}\protected@file@percent } -\newlabel{sec:res:blockbootstrap}{{4.8}{20}{Block-Bootstrap Surrogate Comparison}{subsection.4.8}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {9}{\ignorespaces Block-bootstrap null distributions for the raw CR--seismic pair ($B = 804$ bins $\approx 11$\nobreakspace {}yr, $S = 5{,}000$ surrogates). \textbf {Left}: distribution of $r(+15\,\text {d})$ under the CBB null; observed value $r = 0.079$ (red) lies at the $p = 0.022$ tail. \textbf {Right}: distribution of the peak $|r|$; observed peak $0.135$ at $\tau = -525$\nobreakspace {}d lies at $p = 0.008$. Grey dashed lines mark the 95\% CI of the null.\relax }}{21}{figure.caption.18}\protected@file@percent } -\newlabel{fig:blockbootstrap}{{9}{21}{Block-bootstrap null distributions for the raw CR--seismic pair ($B = 804$ bins $\approx 11$~yr, $S = 5{,}000$ surrogates). \textbf {Left}: distribution of $r(+15\,\text {d})$ under the CBB null; observed value $r = 0.079$ (red) lies at the $p = 0.022$ tail. \textbf {Right}: distribution of the peak $|r|$; observed peak $0.135$ at $\tau = -525$~d lies at $p = 0.008$. Grey dashed lines mark the 95\% CI of the null.\relax }{figure.caption.18}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.9}Partial Correlation: Controlling for Sunspot Number}{21}{subsection.4.9}\protected@file@percent } -\newlabel{sec:res:partialcorr}{{4.9}{21}{Partial Correlation: Controlling for Sunspot Number}{subsection.4.9}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.10}Spectral Coherence and Mutual Information}{21}{subsection.4.10}\protected@file@percent } -\newlabel{sec:res:coherence}{{4.10}{21}{Spectral Coherence and Mutual Information}{subsection.4.10}{}} -\@writefile{toc}{\contentsline {paragraph}{Coherence.}{21}{section*.20}\protected@file@percent } -\@writefile{lof}{\contentsline {figure}{\numberline {10}{\ignorespaces Cross-correlation $r(\tau )$ for the raw seismic metric (blue) and the sunspot-regressed seismic residual (orange), both against the CR index, on the raw (unfiltered) in-sample series. The claimed $\tau = +15$\nobreakspace {}d (grey dashed line) shows $r_\text {raw} = 0.079$ vs.\ $r_\text {partial} = 0.029$, a 63\% reduction once the shared solar-cycle component is regressed out.\relax }}{22}{figure.caption.19}\protected@file@percent } -\newlabel{fig:partialcorr}{{10}{22}{Cross-correlation $r(\tau )$ for the raw seismic metric (blue) and the sunspot-regressed seismic residual (orange), both against the CR index, on the raw (unfiltered) in-sample series. The claimed $\tau = +15$~d (grey dashed line) shows $r_\text {raw} = 0.079$ vs.\ $r_\text {partial} = 0.029$, a 63\% reduction once the shared solar-cycle component is regressed out.\relax }{figure.caption.19}{}} -\@writefile{toc}{\contentsline {paragraph}{Mutual information.}{22}{section*.21}\protected@file@percent } -\@writefile{toc}{\contentsline {subsection}{\numberline {4.11}Missing-Data Sensitivity}{22}{subsection.4.11}\protected@file@percent } -\newlabel{sec:res:missing}{{4.11}{22}{Missing-Data Sensitivity}{subsection.4.11}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {11}{\ignorespaces \textbf {Left}: Magnitude-squared coherence between the CR index and seismic metric (blue), with the solar-cycle band shaded (orange, 0.08--0.115 cycles\nobreakspace {}yr$^{-1}$) and the 95\% significance level (red dashed). The mean coherence in the SC band is 0.840, confirming a strong shared solar-cycle component. \textbf {Right}: kNN mutual information ($k = 5$) at lag $\tau = 0$ (blue) and $\tau = +15$\nobreakspace {}d (orange) vs.\ their respective shuffle-null distributions. Both observed MI values are indistinguishable from zero; $p(+15\,\text {d}) = 1.000$.\relax }}{23}{figure.caption.22}\protected@file@percent } -\newlabel{fig:coherence}{{11}{23}{\textbf {Left}: Magnitude-squared coherence between the CR index and seismic metric (blue), with the solar-cycle band shaded (orange, 0.08--0.115 cycles~yr$^{-1}$) and the 95\% significance level (red dashed). The mean coherence in the SC band is 0.840, confirming a strong shared solar-cycle component. \textbf {Right}: kNN mutual information ($k = 5$) at lag $\tau = 0$ (blue) and $\tau = +15$~d (orange) vs.\ their respective shuffle-null distributions. Both observed MI values are indistinguishable from zero; $p(+15\,\text {d}) = 1.000$.\relax }{figure.caption.22}{}} -\@writefile{lot}{\contentsline {table}{\numberline {4}{\ignorespaces Missing-data sensitivity: global CR index and correlation at $\tau = +15$\nobreakspace {}days for three station-threshold values.\relax }}{23}{table.caption.23}\protected@file@percent } -\newlabel{tab:missing}{{4}{23}{Missing-data sensitivity: global CR index and correlation at $\tau = +15$~days for three station-threshold values.\relax }{table.caption.23}{}} +\@writefile{toc}{\contentsline {paragraph}{CR vs.\ sunspot number.}{14}{section*.7}\protected@file@percent } +\@writefile{toc}{\contentsline {paragraph}{Sunspot vs.\ seismicity.}{14}{section*.8}\protected@file@percent } +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.5}Interpretation: a confounding triangle}{14}{subsubsection.4.1.5}\protected@file@percent } +\@writefile{lot}{\contentsline {table}{\numberline {2}{\ignorespaces Raw pairwise correlation statistics across three time windows. Bonferroni correction applied for $3 \times 3 = 9$ tests. CR uses the per-bin station-median index ($\hat {x}^{(50)}$). Seismic energy is $\log _{10}\!\left (\DOTSB \sum@ \slimits@ 10^{1.5 M_W}\right )$. Sunspot is the 365-day smoothed daily count. $^{*}p_\text {Bonf}<0.05$, $^{**}p_\text {Bonf}<0.01$, $^{***}p_\text {Bonf}<0.001$.\relax }}{15}{table.caption.9}\protected@file@percent } +\newlabel{tab:rawcorr}{{2}{15}{Raw pairwise correlation statistics across three time windows. Bonferroni correction applied for $3 \times 3 = 9$ tests. CR uses the per-bin station-median index ($\hat {x}^{(50)}$). Seismic energy is $\log _{10}\!\left (\sum 10^{1.5 M_W}\right )$. Sunspot is the 365-day smoothed daily count. $^{*}p_\text {Bonf}<0.05$, $^{**}p_\text {Bonf}<0.01$, $^{***}p_\text {Bonf}<0.001$.\relax }{table.caption.9}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Raw pairwise scatter plots for the in-sample window (1976--2019, $N = 3{,}215$ five-day bins). \textbf {Left}: CR station-median index vs $\log _{10}$ seismic energy; horizontal error bars span the station $[\hat {x}^{(5)}, \hat {x}^{(95)}]$ spread. \textbf {Centre}: CR index vs 365-day smoothed sunspot number; the strong anti-correlation ($r = -0.82$) reflects the Forbush decrease mechanism. \textbf {Right}: Smoothed sunspot number vs $\log _{10}$ seismic energy; thin horizontal error bars show the daily sunspot spread within each 5-day bin. All points are coloured by decimal year (plasma colormap), revealing the solar-cycle drift: successive cycles trace the same anti-correlated arc in the centre panel. Black curves are LOWESS trend lines ($f = 0.4$).\relax }}{15}{figure.caption.10}\protected@file@percent } +\newlabel{fig:rawinsample}{{1}{15}{Raw pairwise scatter plots for the in-sample window (1976--2019, $N = 3{,}215$ five-day bins). \textbf {Left}: CR station-median index vs $\log _{10}$ seismic energy; horizontal error bars span the station $[\hat {x}^{(5)}, \hat {x}^{(95)}]$ spread. \textbf {Centre}: CR index vs 365-day smoothed sunspot number; the strong anti-correlation ($r = -0.82$) reflects the Forbush decrease mechanism. \textbf {Right}: Smoothed sunspot number vs $\log _{10}$ seismic energy; thin horizontal error bars show the daily sunspot spread within each 5-day bin. All points are coloured by decimal year (plasma colormap), revealing the solar-cycle drift: successive cycles trace the same anti-correlated arc in the centre panel. Black curves are LOWESS trend lines ($f = 0.4$).\relax }{figure.caption.10}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Raw pairwise scatter plots for the out-of-sample window (2020--2025, $N = 390$ bins, 27 NMDB stations). Layout identical to Figure\nobreakspace {}\ref {fig:rawinsample}. The CR--sunspot anti-correlation strengthens to $r = -0.939$ during Solar Cycle\nobreakspace {}25, which had a particularly wide dynamic range. The CR--seismicity correlation ($r = 0.046$, $p_\text {Bonf} = 1.0$) is indistinguishable from zero.\relax }}{16}{figure.caption.11}\protected@file@percent } +\newlabel{fig:rawoos}{{2}{16}{Raw pairwise scatter plots for the out-of-sample window (2020--2025, $N = 390$ bins, 27 NMDB stations). Layout identical to Figure~\ref {fig:rawinsample}. The CR--sunspot anti-correlation strengthens to $r = -0.939$ during Solar Cycle~25, which had a particularly wide dynamic range. The CR--seismicity correlation ($r = 0.046$, $p_\text {Bonf} = 1.0$) is indistinguishable from zero.\relax }{figure.caption.11}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Raw pairwise scatter plots for the full combined window (1976--2025, $N = 3{,}604$ bins). The multi-decadal colour gradient in the centre panel shows CR and sunspot oscillating in anti-phase across four complete solar cycles. The overall CR--seismicity Pearson correlation ($r = 0.055$, $\rho = 0.065$) is statistically significant ($p_\text {Bonf} = 0.008$) but quantitatively negligible, and its sign follows directly from the confounding triangle described in the text.\relax }}{16}{figure.caption.12}\protected@file@percent } +\newlabel{fig:rawcombined}{{3}{16}{Raw pairwise scatter plots for the full combined window (1976--2025, $N = 3{,}604$ bins). The multi-decadal colour gradient in the centre panel shows CR and sunspot oscillating in anti-phase across four complete solar cycles. The overall CR--seismicity Pearson correlation ($r = 0.055$, $\rho = 0.065$) is statistically significant ($p_\text {Bonf} = 0.008$) but quantitatively negligible, and its sign follows directly from the confounding triangle described in the text.\relax }{figure.caption.12}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}In-Sample Replication (1976--2019)}{17}{subsection.4.2}\protected@file@percent } +\newlabel{sec:res:insample}{{4.2}{17}{In-Sample Replication (1976--2019)}{subsection.4.2}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces Cross-correlation function $r(\tau )$ for the raw (undetrended) CR index and global seismic metric, 1976--2019. The dominant peak at $\tau = -525$\nobreakspace {}days (vertical dashed line, red) corresponds to a half-solar-cycle lag; the claimed $\tau = +15$\nobreakspace {}days is marked with a vertical solid line (blue). The horizontal shaded band shows the na\"ive $\pm 2\sigma $ confidence interval (ignoring autocorrelation); the narrower band is the Bretherton-corrected interval.\relax }}{17}{figure.caption.13}\protected@file@percent } +\newlabel{fig:homola}{{4}{17}{Cross-correlation function $r(\tau )$ for the raw (undetrended) CR index and global seismic metric, 1976--2019. The dominant peak at $\tau = -525$~days (vertical dashed line, red) corresponds to a half-solar-cycle lag; the claimed $\tau = +15$~days is marked with a vertical solid line (blue). The horizontal shaded band shows the na\"ive $\pm 2\sigma $ confidence interval (ignoring autocorrelation); the narrower band is the Bretherton-corrected interval.\relax }{figure.caption.13}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.3}IAAFT Surrogate Test}{18}{subsection.4.3}\protected@file@percent } +\newlabel{sec:res:surr}{{4.3}{18}{IAAFT Surrogate Test}{subsection.4.3}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Null distribution of the peak cross-correlation statistic from 10{,}000 IAAFT surrogates for the raw (blue) and HP-detrended (orange) CR--seismic series. Vertical dashed lines mark the observed peak for each case. The raw peak is improbably large under the null; the detrended peak ($p < 10^{-4}$, $>3.9\sigma $) is nominally significant but sensitive to the choice of $N_\text {eff}$ estimator (see Table\nobreakspace {}\ref {tab:neff}), and occurs at a lag inconsistent with the claimed mechanism. The correlation at the claimed $\tau =+15$\nobreakspace {}d is not significant.\relax }}{18}{figure.caption.14}\protected@file@percent } +\newlabel{fig:stress}{{5}{18}{Null distribution of the peak cross-correlation statistic from 10{,}000 IAAFT surrogates for the raw (blue) and HP-detrended (orange) CR--seismic series. Vertical dashed lines mark the observed peak for each case. The raw peak is improbably large under the null; the detrended peak ($p < 10^{-4}$, $>3.9\sigma $) is nominally significant but sensitive to the choice of $N_\text {eff}$ estimator (see Table~\ref {tab:neff}), and occurs at a lag inconsistent with the claimed mechanism. The correlation at the claimed $\tau =+15$~d is not significant.\relax }{figure.caption.14}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.4}Effect of Solar-Cycle Detrending}{19}{subsection.4.4}\protected@file@percent } +\newlabel{sec:res:detrend}{{4.4}{19}{Effect of Solar-Cycle Detrending}{subsection.4.4}{}} +\@writefile{lot}{\contentsline {table}{\numberline {3}{\ignorespaces Cross-correlation statistics at $\tau = +15$\nobreakspace {}days under four preprocessing conditions, in-sample window 1976--2019.\relax }}{19}{table.caption.15}\protected@file@percent } +\newlabel{tab:detrend}{{3}{19}{Cross-correlation statistics at $\tau = +15$~days under four preprocessing conditions, in-sample window 1976--2019.\relax }{table.caption.15}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.5}Detrending Robustness}{19}{subsection.4.5}\protected@file@percent } +\newlabel{sec:detrend_robust}{{4.5}{19}{Detrending Robustness}{subsection.4.5}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.6}Comparison of $N_\text {eff}$ Estimators}{19}{subsection.4.6}\protected@file@percent } +\newlabel{sec:neff_comparison}{{4.6}{19}{Comparison of $N_\text {eff}$ Estimators}{subsection.4.6}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {6}{\ignorespaces Cross-correlation functions for the raw (blue) and HP-detrended (orange) series. The dominant peak at $\tau = -525$\nobreakspace {}days in the raw data (dashed blue) is absent after detrending, confirming it is a solar-cycle artefact. Neither series exhibits a significant peak at $\tau = +15$\nobreakspace {}days (vertical grey line).\relax }}{20}{figure.caption.16}\protected@file@percent } +\newlabel{fig:detrended}{{6}{20}{Cross-correlation functions for the raw (blue) and HP-detrended (orange) series. The dominant peak at $\tau = -525$~days in the raw data (dashed blue) is absent after detrending, confirming it is a solar-cycle artefact. Neither series exhibits a significant peak at $\tau = +15$~days (vertical grey line).\relax }{figure.caption.16}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {7}{\ignorespaces Cross-correlation $r(\tau )$ under three detrending approaches (HP filter, Butterworth highpass, rolling-mean subtraction) for the raw CR index vs.\ log$_{10}$ seismic energy, 1976--2019. The vertical grey line marks the claimed $\tau = +15$\nobreakspace {}days. No method produces a positive feature at this lag.\relax }}{20}{figure.caption.17}\protected@file@percent } +\newlabel{fig:detrend_robust}{{7}{20}{Cross-correlation $r(\tau )$ under three detrending approaches (HP filter, Butterworth highpass, rolling-mean subtraction) for the raw CR index vs.\ log$_{10}$ seismic energy, 1976--2019. The vertical grey line marks the claimed $\tau = +15$~days. No method produces a positive feature at this lag.\relax }{figure.caption.17}{}} +\@writefile{lot}{\contentsline {table}{\numberline {4}{\ignorespaces Comparison of $N_\text {eff}$ estimators for raw in-sample series at $\tau = +15$\nobreakspace {}days ($N = 3{,}214$, $r = 0.079$).\relax }}{21}{table.caption.18}\protected@file@percent } +\newlabel{tab:neff}{{4}{21}{Comparison of $N_\text {eff}$ estimators for raw in-sample series at $\tau = +15$~days ($N = 3{,}214$, $r = 0.079$).\relax }{table.caption.18}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.7}Magnitude Threshold Sensitivity}{21}{subsection.4.7}\protected@file@percent } +\newlabel{sec:mag_threshold}{{4.7}{21}{Magnitude Threshold Sensitivity}{subsection.4.7}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {8}{\ignorespaces Cross-correlation $r(\tau )$ for three magnitude cutoffs ($M \geq 4.5$, blue; $M \geq 5.0$, orange; $M \geq 6.0$, green), in-sample window 1976--2019. The vertical grey line marks $\tau = +15$\nobreakspace {}days. All three cutoffs yield similar, small correlations at the claimed lag, and the dominant peak location ($\tau = -525$\nobreakspace {}days) is stable.\relax }}{21}{figure.caption.19}\protected@file@percent } +\newlabel{fig:mag_threshold}{{8}{21}{Cross-correlation $r(\tau )$ for three magnitude cutoffs ($M \geq 4.5$, blue; $M \geq 5.0$, orange; $M \geq 6.0$, green), in-sample window 1976--2019. The vertical grey line marks $\tau = +15$~days. All three cutoffs yield similar, small correlations at the claimed lag, and the dominant peak location ($\tau = -525$~days) is stable.\relax }{figure.caption.19}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.8}Block-Bootstrap Surrogate Comparison}{21}{subsection.4.8}\protected@file@percent } +\newlabel{sec:res:blockbootstrap}{{4.8}{21}{Block-Bootstrap Surrogate Comparison}{subsection.4.8}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {9}{\ignorespaces Block-bootstrap null distributions for the raw CR--seismic pair ($B = 804$ bins $\approx 11$\nobreakspace {}yr, $S = 5{,}000$ surrogates). \textbf {Left}: distribution of $r(+15\,\text {d})$ under the CBB null; observed value $r = 0.079$ (red) lies at the $p = 0.022$ tail. \textbf {Right}: distribution of the peak $|r|$; observed peak $0.135$ at $\tau = -525$\nobreakspace {}d lies at $p = 0.008$. Grey dashed lines mark the 95\% CI of the null.\relax }}{22}{figure.caption.20}\protected@file@percent } +\newlabel{fig:blockbootstrap}{{9}{22}{Block-bootstrap null distributions for the raw CR--seismic pair ($B = 804$ bins $\approx 11$~yr, $S = 5{,}000$ surrogates). \textbf {Left}: distribution of $r(+15\,\text {d})$ under the CBB null; observed value $r = 0.079$ (red) lies at the $p = 0.022$ tail. \textbf {Right}: distribution of the peak $|r|$; observed peak $0.135$ at $\tau = -525$~d lies at $p = 0.008$. Grey dashed lines mark the 95\% CI of the null.\relax }{figure.caption.20}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.9}Partial Correlation: Controlling for Sunspot Number}{22}{subsection.4.9}\protected@file@percent } +\newlabel{sec:res:partialcorr}{{4.9}{22}{Partial Correlation: Controlling for Sunspot Number}{subsection.4.9}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.10}Spectral Coherence and Mutual Information}{22}{subsection.4.10}\protected@file@percent } +\newlabel{sec:res:coherence}{{4.10}{22}{Spectral Coherence and Mutual Information}{subsection.4.10}{}} +\@writefile{toc}{\contentsline {paragraph}{Coherence.}{22}{section*.22}\protected@file@percent } +\@writefile{lof}{\contentsline {figure}{\numberline {10}{\ignorespaces Cross-correlation $r(\tau )$ for the raw seismic metric (blue) and the sunspot-regressed seismic residual (orange), both against the CR index, on the raw (unfiltered) in-sample series. The claimed $\tau = +15$\nobreakspace {}d (grey dashed line) shows $r_\text {raw} = 0.079$ vs.\ $r_\text {partial} = 0.029$, a 63\% reduction once the shared solar-cycle component is regressed out.\relax }}{23}{figure.caption.21}\protected@file@percent } +\newlabel{fig:partialcorr}{{10}{23}{Cross-correlation $r(\tau )$ for the raw seismic metric (blue) and the sunspot-regressed seismic residual (orange), both against the CR index, on the raw (unfiltered) in-sample series. The claimed $\tau = +15$~d (grey dashed line) shows $r_\text {raw} = 0.079$ vs.\ $r_\text {partial} = 0.029$, a 63\% reduction once the shared solar-cycle component is regressed out.\relax }{figure.caption.21}{}} +\@writefile{toc}{\contentsline {paragraph}{Mutual information.}{23}{section*.23}\protected@file@percent } +\@writefile{toc}{\contentsline {subsection}{\numberline {4.11}Missing-Data Sensitivity}{23}{subsection.4.11}\protected@file@percent } +\newlabel{sec:res:missing}{{4.11}{23}{Missing-Data Sensitivity}{subsection.4.11}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {11}{\ignorespaces \textbf {Left}: Magnitude-squared coherence between the CR index and seismic metric (blue), with the solar-cycle band shaded (orange, 0.08--0.115 cycles\nobreakspace {}yr$^{-1}$) and the 95\% significance level (red dashed). The mean coherence in the SC band is 0.840, confirming a strong shared solar-cycle component. \textbf {Right}: kNN mutual information ($k = 5$) at lag $\tau = 0$ (blue) and $\tau = +15$\nobreakspace {}d (orange) vs.\ their respective shuffle-null distributions. Both observed MI values are indistinguishable from zero; $p(+15\,\text {d}) = 1.000$.\relax }}{24}{figure.caption.24}\protected@file@percent } +\newlabel{fig:coherence}{{11}{24}{\textbf {Left}: Magnitude-squared coherence between the CR index and seismic metric (blue), with the solar-cycle band shaded (orange, 0.08--0.115 cycles~yr$^{-1}$) and the 95\% significance level (red dashed). The mean coherence in the SC band is 0.840, confirming a strong shared solar-cycle component. \textbf {Right}: kNN mutual information ($k = 5$) at lag $\tau = 0$ (blue) and $\tau = +15$~d (orange) vs.\ their respective shuffle-null distributions. Both observed MI values are indistinguishable from zero; $p(+15\,\text {d}) = 1.000$.\relax }{figure.caption.24}{}} +\@writefile{lot}{\contentsline {table}{\numberline {5}{\ignorespaces Missing-data sensitivity: global CR index and correlation at $\tau = +15$\nobreakspace {}days for three station-threshold values.\relax }}{24}{table.caption.25}\protected@file@percent } +\newlabel{tab:missing}{{5}{24}{Missing-data sensitivity: global CR index and correlation at $\tau = +15$~days for three station-threshold values.\relax }{table.caption.25}{}} \citation{GardnerKnopoff1974} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.12}Bin-Size Sensitivity}{24}{subsection.4.12}\protected@file@percent } -\newlabel{sec:res:binsize}{{4.12}{24}{Bin-Size Sensitivity}{subsection.4.12}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {12}{\ignorespaces Cross-correlation $r(\tau )$ for three bin sizes: 1-day (left), 5-day (centre), 27-day (right). The dominant peak (red dotted) consistently falls near $\tau \approx -520$\nobreakspace {}days across all bin sizes. The correlation at the claimed $\tau = +15$\nobreakspace {}days (grey dashed) increases from 0.036 to 0.123 as bin size increases, consistent with increasing solar-cycle leakage rather than a physical short-lag signal.\relax }}{24}{figure.caption.24}\protected@file@percent } -\newlabel{fig:binsize}{{12}{24}{Cross-correlation $r(\tau )$ for three bin sizes: 1-day (left), 5-day (centre), 27-day (right). The dominant peak (red dotted) consistently falls near $\tau \approx -520$~days across all bin sizes. The correlation at the claimed $\tau = +15$~days (grey dashed) increases from 0.036 to 0.123 as bin size increases, consistent with increasing solar-cycle leakage rather than a physical short-lag signal.\relax }{figure.caption.24}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.13}Earthquake Declustering (Gardner--Knopoff)}{24}{subsection.4.13}\protected@file@percent } -\newlabel{sec:res:decluster}{{4.13}{24}{Earthquake Declustering (Gardner--Knopoff)}{subsection.4.13}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {13}{\ignorespaces Cross-correlation for the full catalogue ($n = 232{,}043$ events, blue) and the Gardner--Knopoff declustered catalogue ($n = 166{,}169$ mainshocks, orange), in-sample 1976--2019. Removing 28.4\% of events as aftershocks changes $r(+15\,\text {d})$ by only $\Delta r = 0.014$, confirming the result is not driven by aftershock swarms.\relax }}{25}{figure.caption.25}\protected@file@percent } -\newlabel{fig:decluster}{{13}{25}{Cross-correlation for the full catalogue ($n = 232{,}043$ events, blue) and the Gardner--Knopoff declustered catalogue ($n = 166{,}169$ mainshocks, orange), in-sample 1976--2019. Removing 28.4\% of events as aftershocks changes $r(+15\,\text {d})$ by only $\Delta r = 0.014$, confirming the result is not driven by aftershock swarms.\relax }{figure.caption.25}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.14}Sub-Period Analysis by Solar Cycle}{25}{subsection.4.14}\protected@file@percent } -\newlabel{sec:res:subcycles}{{4.14}{25}{Sub-Period Analysis by Solar Cycle}{subsection.4.14}{}} -\@writefile{lot}{\contentsline {table}{\numberline {5}{\ignorespaces Per-solar-cycle cross-correlation at $\tau = +15$\nobreakspace {}days and the within-cycle dominant peak.\relax }}{25}{table.caption.26}\protected@file@percent } -\newlabel{tab:subcycles}{{5}{25}{Per-solar-cycle cross-correlation at $\tau = +15$~days and the within-cycle dominant peak.\relax }{table.caption.26}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.15}Geographic Localisation}{25}{subsection.4.15}\protected@file@percent } -\newlabel{sec:res:geo}{{4.15}{25}{Geographic Localisation}{subsection.4.15}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {14}{\ignorespaces Cross-correlation $r(\tau )$ within each of the four complete solar cycles (21--24) of the in-sample period (1976--2019). The claimed lag $\tau = +15$\nobreakspace {}days (grey dashed) shows modest positive correlations (0.018--0.073), but the dominant peak lag (red dotted) is inconsistent across cycles ($-65$, $-125$, $+125$, $-125$\nobreakspace {}days), pointing to a drift in the relative solar-cycle phase rather than a physical mechanism.\relax }}{26}{figure.caption.27}\protected@file@percent } -\newlabel{fig:subcycles}{{14}{26}{Cross-correlation $r(\tau )$ within each of the four complete solar cycles (21--24) of the in-sample period (1976--2019). The claimed lag $\tau = +15$~days (grey dashed) shows modest positive correlations (0.018--0.073), but the dominant peak lag (red dotted) is inconsistent across cycles ($-65$, $-125$, $+125$, $-125$~days), pointing to a drift in the relative solar-cycle phase rather than a physical mechanism.\relax }{figure.caption.27}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {15}{\ignorespaces Heatmap of BH-significant station--grid-cell pairs ($q = 0.05$). Each row is an NMDB station; each column is a $10° \times 10°$ seismic grid cell. Significant pairs (455/7{,}037) are scattered without obvious geographic clustering, inconsistent with a local coupling mechanism.\relax }}{27}{figure.caption.28}\protected@file@percent } -\newlabel{fig:geoheatmap}{{15}{27}{Heatmap of BH-significant station--grid-cell pairs ($q = 0.05$). Each row is an NMDB station; each column is a $10° \times 10°$ seismic grid cell. Significant pairs (455/7{,}037) are scattered without obvious geographic clustering, inconsistent with a local coupling mechanism.\relax }{figure.caption.28}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {16}{\ignorespaces Optimal lag $\tau ^*(s,g)$ vs.\ great-circle distance $d(s,g)$ for all 7{,}037 station--cell pairs (grey) and BH-significant pairs (coloured by peak $|r|$). The OLS regression line (red) has slope $\beta = -0.45$\nobreakspace {}days/1000\,km ($p=0.21$), consistent with zero. A local propagation mechanism would predict a positive slope.\relax }}{27}{figure.caption.29}\protected@file@percent } -\newlabel{fig:geodistlag}{{16}{27}{Optimal lag $\tau ^*(s,g)$ vs.\ great-circle distance $d(s,g)$ for all 7{,}037 station--cell pairs (grey) and BH-significant pairs (coloured by peak $|r|$). The OLS regression line (red) has slope $\beta = -0.45$~days/1000\,km ($p=0.21$), consistent with zero. A local propagation mechanism would predict a positive slope.\relax }{figure.caption.29}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.16}Pre-Registered Out-of-Sample Validation (2020--2025)}{28}{subsection.4.16}\protected@file@percent } -\newlabel{sec:res:oos}{{4.16}{28}{Pre-Registered Out-of-Sample Validation (2020--2025)}{subsection.4.16}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {17}{\ignorespaces Out-of-sample cross-correlation function (2020--2025, $T=390$ bins, $10^5$ phase surrogates). The observed $r(\tau )$ (black) lies within the surrogate 95th-percentile envelope (grey shading). The claimed signal at $\tau = +15$\nobreakspace {}d (vertical line) is $r = 0.030$ --- below the surrogate 95th percentile of 0.101.\relax }}{28}{figure.caption.30}\protected@file@percent } -\newlabel{fig:oosxcorr}{{17}{28}{Out-of-sample cross-correlation function (2020--2025, $T=390$ bins, $10^5$ phase surrogates). The observed $r(\tau )$ (black) lies within the surrogate 95th-percentile envelope (grey shading). The claimed signal at $\tau = +15$~d (vertical line) is $r = 0.030$ --- below the surrogate 95th percentile of 0.101.\relax }{figure.caption.30}{}} -\@writefile{lot}{\contentsline {table}{\numberline {6}{\ignorespaces Pre-registered prediction scorecard for the out-of-sample window.\relax }}{28}{table.caption.31}\protected@file@percent } -\newlabel{tab:prereg}{{6}{28}{Pre-registered prediction scorecard for the out-of-sample window.\relax }{table.caption.31}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {18}{\ignorespaces Rolling $r(+15\,\text {d})$ in 18-month overlapping windows across the out-of-sample period. Error bars are bootstrap 95\% confidence intervals. The grey horizontal band shows the surrogate 95th percentile. The signal shows no consistent sign or trend.\relax }}{29}{figure.caption.32}\protected@file@percent } -\newlabel{fig:rolling}{{18}{29}{Rolling $r(+15\,\text {d})$ in 18-month overlapping windows across the out-of-sample period. Error bars are bootstrap 95\% confidence intervals. The grey horizontal band shows the surrogate 95th percentile. The signal shows no consistent sign or trend.\relax }{figure.caption.32}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {4.17}Combined 1976--2025 Analysis: Sinusoidal Modulation}{29}{subsection.4.17}\protected@file@percent } -\newlabel{sec:res:combined}{{4.17}{29}{Combined 1976--2025 Analysis: Sinusoidal Modulation}{subsection.4.17}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {19}{\ignorespaces Annual rolling $r(+15\,\text {d})$ across the full 1976--2025 period (grey points with 95\% bootstrap CI). The sinusoidal best-fit (red curve, $P = 13.0$\nobreakspace {}yr) and the constant-mean model (dashed) are nearly indistinguishable; BIC comparison slightly favours the constant model ($\text {BF} = 0.75$). The vertical dashed line marks the in-sample/out-of-sample split (2020).\relax }}{29}{figure.caption.33}\protected@file@percent } -\newlabel{fig:combined}{{19}{29}{Annual rolling $r(+15\,\text {d})$ across the full 1976--2025 period (grey points with 95\% bootstrap CI). The sinusoidal best-fit (red curve, $P = 13.0$~yr) and the constant-mean model (dashed) are nearly indistinguishable; BIC comparison slightly favours the constant model ($\text {BF} = 0.75$). The vertical dashed line marks the in-sample/out-of-sample split (2020).\relax }{figure.caption.33}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.12}Bin-Size Sensitivity}{25}{subsection.4.12}\protected@file@percent } +\newlabel{sec:res:binsize}{{4.12}{25}{Bin-Size Sensitivity}{subsection.4.12}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {12}{\ignorespaces Cross-correlation $r(\tau )$ for three bin sizes: 1-day (left), 5-day (centre), 27-day (right). The dominant peak (red dotted) consistently falls near $\tau \approx -520$\nobreakspace {}days across all bin sizes. The correlation at the claimed $\tau = +15$\nobreakspace {}days (grey dashed) increases from 0.036 to 0.123 as bin size increases, consistent with increasing solar-cycle leakage rather than a physical short-lag signal.\relax }}{25}{figure.caption.26}\protected@file@percent } +\newlabel{fig:binsize}{{12}{25}{Cross-correlation $r(\tau )$ for three bin sizes: 1-day (left), 5-day (centre), 27-day (right). The dominant peak (red dotted) consistently falls near $\tau \approx -520$~days across all bin sizes. The correlation at the claimed $\tau = +15$~days (grey dashed) increases from 0.036 to 0.123 as bin size increases, consistent with increasing solar-cycle leakage rather than a physical short-lag signal.\relax }{figure.caption.26}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.13}Earthquake Declustering (Gardner--Knopoff)}{25}{subsection.4.13}\protected@file@percent } +\newlabel{sec:res:decluster}{{4.13}{25}{Earthquake Declustering (Gardner--Knopoff)}{subsection.4.13}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {13}{\ignorespaces Cross-correlation for the full catalogue ($n = 232{,}043$ events, blue) and the Gardner--Knopoff declustered catalogue ($n = 166{,}169$ mainshocks, orange), in-sample 1976--2019. Removing 28.4\% of events as aftershocks changes $r(+15\,\text {d})$ by only $\Delta r = 0.014$, confirming the result is not driven by aftershock swarms.\relax }}{26}{figure.caption.27}\protected@file@percent } +\newlabel{fig:decluster}{{13}{26}{Cross-correlation for the full catalogue ($n = 232{,}043$ events, blue) and the Gardner--Knopoff declustered catalogue ($n = 166{,}169$ mainshocks, orange), in-sample 1976--2019. Removing 28.4\% of events as aftershocks changes $r(+15\,\text {d})$ by only $\Delta r = 0.014$, confirming the result is not driven by aftershock swarms.\relax }{figure.caption.27}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.14}Sub-Period Analysis by Solar Cycle}{26}{subsection.4.14}\protected@file@percent } +\newlabel{sec:res:subcycles}{{4.14}{26}{Sub-Period Analysis by Solar Cycle}{subsection.4.14}{}} +\@writefile{lot}{\contentsline {table}{\numberline {6}{\ignorespaces Per-solar-cycle cross-correlation at $\tau = +15$\nobreakspace {}days and the within-cycle dominant peak.\relax }}{26}{table.caption.28}\protected@file@percent } +\newlabel{tab:subcycles}{{6}{26}{Per-solar-cycle cross-correlation at $\tau = +15$~days and the within-cycle dominant peak.\relax }{table.caption.28}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.15}Geographic Localisation}{26}{subsection.4.15}\protected@file@percent } +\newlabel{sec:res:geo}{{4.15}{26}{Geographic Localisation}{subsection.4.15}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {14}{\ignorespaces Cross-correlation $r(\tau )$ within each of the four complete solar cycles (21--24) of the in-sample period (1976--2019). The claimed lag $\tau = +15$\nobreakspace {}days (grey dashed) shows modest positive correlations (0.018--0.073), but the dominant peak lag (red dotted) is inconsistent across cycles ($-65$, $-125$, $+125$, $-125$\nobreakspace {}days), pointing to a drift in the relative solar-cycle phase rather than a physical mechanism.\relax }}{27}{figure.caption.29}\protected@file@percent } +\newlabel{fig:subcycles}{{14}{27}{Cross-correlation $r(\tau )$ within each of the four complete solar cycles (21--24) of the in-sample period (1976--2019). The claimed lag $\tau = +15$~days (grey dashed) shows modest positive correlations (0.018--0.073), but the dominant peak lag (red dotted) is inconsistent across cycles ($-65$, $-125$, $+125$, $-125$~days), pointing to a drift in the relative solar-cycle phase rather than a physical mechanism.\relax }{figure.caption.29}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {15}{\ignorespaces Heatmap of BH-significant station--grid-cell pairs ($q = 0.05$). Each row is an NMDB station; each column is a $10° \times 10°$ seismic grid cell. Significant pairs (455/7{,}037) are scattered without obvious geographic clustering, inconsistent with a local coupling mechanism.\relax }}{28}{figure.caption.30}\protected@file@percent } +\newlabel{fig:geoheatmap}{{15}{28}{Heatmap of BH-significant station--grid-cell pairs ($q = 0.05$). Each row is an NMDB station; each column is a $10° \times 10°$ seismic grid cell. Significant pairs (455/7{,}037) are scattered without obvious geographic clustering, inconsistent with a local coupling mechanism.\relax }{figure.caption.30}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {16}{\ignorespaces Optimal lag $\tau ^*(s,g)$ vs.\ great-circle distance $d(s,g)$ for all 7{,}037 station--cell pairs (grey) and BH-significant pairs (coloured by peak $|r|$). The OLS regression line (red) has slope $\beta = -0.45$\nobreakspace {}days/1000\,km ($p=0.21$), indistinguishable from zero. A local propagation or diffusion mechanism predicts a positive slope; the null result is inconsistent with such models but does not exclude globally instantaneous coupling.\relax }}{28}{figure.caption.31}\protected@file@percent } +\newlabel{fig:geodistlag}{{16}{28}{Optimal lag $\tau ^*(s,g)$ vs.\ great-circle distance $d(s,g)$ for all 7{,}037 station--cell pairs (grey) and BH-significant pairs (coloured by peak $|r|$). The OLS regression line (red) has slope $\beta = -0.45$~days/1000\,km ($p=0.21$), indistinguishable from zero. A local propagation or diffusion mechanism predicts a positive slope; the null result is inconsistent with such models but does not exclude globally instantaneous coupling.\relax }{figure.caption.31}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.16}Pre-Registered Out-of-Sample Validation (2020--2025)}{29}{subsection.4.16}\protected@file@percent } +\newlabel{sec:res:oos}{{4.16}{29}{Pre-Registered Out-of-Sample Validation (2020--2025)}{subsection.4.16}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {17}{\ignorespaces Out-of-sample cross-correlation function (2020--2025, $T=390$ bins, $10^5$ phase surrogates). The observed $r(\tau )$ (black) lies within the surrogate 95th-percentile envelope (grey shading). The claimed signal at $\tau = +15$\nobreakspace {}d (vertical line) is $r = 0.030$ --- below the surrogate 95th percentile of 0.101.\relax }}{29}{figure.caption.32}\protected@file@percent } +\newlabel{fig:oosxcorr}{{17}{29}{Out-of-sample cross-correlation function (2020--2025, $T=390$ bins, $10^5$ phase surrogates). The observed $r(\tau )$ (black) lies within the surrogate 95th-percentile envelope (grey shading). The claimed signal at $\tau = +15$~d (vertical line) is $r = 0.030$ --- below the surrogate 95th percentile of 0.101.\relax }{figure.caption.32}{}} +\@writefile{lot}{\contentsline {table}{\numberline {7}{\ignorespaces Pre-registered prediction scorecard for the out-of-sample window.\relax }}{29}{table.caption.33}\protected@file@percent } +\newlabel{tab:prereg}{{7}{29}{Pre-registered prediction scorecard for the out-of-sample window.\relax }{table.caption.33}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {18}{\ignorespaces Rolling $r(+15\,\text {d})$ in 18-month overlapping windows across the out-of-sample period. Error bars are bootstrap 95\% confidence intervals. The grey horizontal band shows the surrogate 95th percentile. The signal shows no consistent sign or trend.\relax }}{30}{figure.caption.34}\protected@file@percent } +\newlabel{fig:rolling}{{18}{30}{Rolling $r(+15\,\text {d})$ in 18-month overlapping windows across the out-of-sample period. Error bars are bootstrap 95\% confidence intervals. The grey horizontal band shows the surrogate 95th percentile. The signal shows no consistent sign or trend.\relax }{figure.caption.34}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {4.17}Combined 1976--2025 Analysis: Sinusoidal Modulation}{30}{subsection.4.17}\protected@file@percent } +\newlabel{sec:res:combined}{{4.17}{30}{Combined 1976--2025 Analysis: Sinusoidal Modulation}{subsection.4.17}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {19}{\ignorespaces Annual rolling $r(+15\,\text {d})$ across the full 1976--2025 period (grey points with 95\% bootstrap CI). The sinusoidal best-fit (red curve, $P = 13.0$\nobreakspace {}yr) and the constant-mean model (dashed) are nearly indistinguishable; BIC comparison slightly favours the constant model ($\text {BF} = 0.75$). The vertical dashed line marks the in-sample/out-of-sample split (2020).\relax }}{30}{figure.caption.35}\protected@file@percent } +\newlabel{fig:combined}{{19}{30}{Annual rolling $r(+15\,\text {d})$ across the full 1976--2025 period (grey points with 95\% bootstrap CI). The sinusoidal best-fit (red curve, $P = 13.0$~yr) and the constant-mean model (dashed) are nearly indistinguishable; BIC comparison slightly favours the constant model ($\text {BF} = 0.75$). The vertical dashed line marks the in-sample/out-of-sample split (2020).\relax }{figure.caption.35}{}} +\citation{KassRaftery1995} \citation{Homola2023} \citation{Odintsov2006} +\@writefile{toc}{\contentsline {section}{\numberline {5}Discussion}{31}{section.5}\protected@file@percent } +\newlabel{sec:discussion}{{5}{31}{Discussion}{section.5}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}Why Does the Raw Correlation Appear So Strong?}{31}{subsection.5.1}\protected@file@percent } \citation{Aplin2005} \citation{Pulinets2004} -\@writefile{toc}{\contentsline {section}{\numberline {5}Discussion}{30}{section.5}\protected@file@percent } -\newlabel{sec:discussion}{{5}{30}{Discussion}{section.5}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}Why Does the Raw Correlation Appear So Strong?}{30}{subsection.5.1}\protected@file@percent } -\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Physical Plausibility of the Claimed Mechanism}{30}{subsection.5.2}\protected@file@percent } \citation{Homola2023} \citation{Urata2018} +\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Physical Plausibility of the Claimed Mechanism}{32}{subsection.5.2}\protected@file@percent } +\@writefile{toc}{\contentsline {subsection}{\numberline {5.3}Comparison with Prior Replication Attempts}{32}{subsection.5.3}\protected@file@percent } +\@writefile{toc}{\contentsline {subsection}{\numberline {5.4}Limitations}{32}{subsection.5.4}\protected@file@percent } \citation{Homola2023} \citation{Homola2023} -\@writefile{toc}{\contentsline {subsection}{\numberline {5.3}Comparison with Prior Replication Attempts}{31}{subsection.5.3}\protected@file@percent } -\@writefile{toc}{\contentsline {subsection}{\numberline {5.4}Limitations}{31}{subsection.5.4}\protected@file@percent } -\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusions}{31}{section.6}\protected@file@percent } -\newlabel{sec:conclusions}{{6}{31}{Conclusions}{section.6}{}} +\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusions}{33}{section.6}\protected@file@percent } +\newlabel{sec:conclusions}{{6}{33}{Conclusions}{section.6}{}} \bibstyle{plainnat} \bibdata{refs} \bibcite{Aplin2005}{{1}{2006}{{Aplin}}{{}}} @@ -218,16 +221,17 @@ \bibcite{HP1997}{{7}{1997}{{Hodrick and Prescott}}{{}}} \bibcite{Homola2023}{{8}{2022}{{Homola et~al.}}{{}}} \bibcite{Kanamori1977}{{9}{1977}{{Kanamori}}{{}}} -\bibcite{Kraskov2004}{{10}{2004}{{Kraskov et~al.}}{{Kraskov, St{\"o}gbauer, and Grassberger}}} -\bibcite{Odintsov2006}{{11}{2006}{{Odintsov et~al.}}{{Odintsov, Boyarchuk, Georgieva, Kirov, and Atanasov}}} -\bibcite{Potgieter2013}{{12}{2013}{{Potgieter}}{{}}} -\bibcite{Pulinets2004}{{13}{2004}{{Pulinets and Boyarchuk}}{{}}} -\bibcite{RahnUhlig2002}{{14}{2002}{{Ravn and Uhlig}}{{}}} -\bibcite{Schreiber2000}{{15}{2000}{{Schreiber and Schmitz}}{{}}} -\bibcite{SIDC2024}{{16}{2024}{{SILSO World Data Center}}{{}}} -\bibcite{Stoupel1990}{{17}{1990}{{Stoupel}}{{}}} -\bibcite{Tavares2011}{{18}{2011}{{Tavares and Azevedo}}{{}}} -\bibcite{Theiler1992}{{19}{1992}{{Theiler et~al.}}{{Theiler, Eubank, Longtin, Galdrikian, and Farmer}}} -\bibcite{Urata2018}{{20}{2018}{{Urata and Tanimoto}}{{}}} -\bibcite{USGS2024}{{21}{2024}{{USGS Earthquake Hazards Program}}{{}}} -\gdef \@abspage@last{35} +\bibcite{KassRaftery1995}{{10}{1995}{{Kass and Raftery}}{{}}} +\bibcite{Kraskov2004}{{11}{2004}{{Kraskov et~al.}}{{Kraskov, St{\"o}gbauer, and Grassberger}}} +\bibcite{Odintsov2006}{{12}{2006}{{Odintsov et~al.}}{{Odintsov, Boyarchuk, Georgieva, Kirov, and Atanasov}}} +\bibcite{Potgieter2013}{{13}{2013}{{Potgieter}}{{}}} +\bibcite{Pulinets2004}{{14}{2004}{{Pulinets and Boyarchuk}}{{}}} +\bibcite{RahnUhlig2002}{{15}{2002}{{Ravn and Uhlig}}{{}}} +\bibcite{Schreiber2000}{{16}{2000}{{Schreiber and Schmitz}}{{}}} +\bibcite{SIDC2024}{{17}{2024}{{SILSO World Data Center}}{{}}} +\bibcite{Stoupel1990}{{18}{1990}{{Stoupel}}{{}}} +\bibcite{Tavares2011}{{19}{2011}{{Tavares and Azevedo}}{{}}} +\bibcite{Theiler1992}{{20}{1992}{{Theiler et~al.}}{{Theiler, Eubank, Longtin, Galdrikian, and Farmer}}} +\bibcite{Urata2018}{{21}{2018}{{Urata and Tanimoto}}{{}}} +\bibcite{USGS2024}{{22}{2024}{{USGS Earthquake Hazards Program}}{{}}} +\gdef \@abspage@last{36} diff --git a/paper/main.bbl b/paper/main.bbl index 51a8d67..e7cc897 100644 --- a/paper/main.bbl +++ b/paper/main.bbl @@ -1,4 +1,4 @@ -\begin{thebibliography}{21} +\begin{thebibliography}{22} \providecommand{\natexlab}[1]{#1} \providecommand{\url}[1]{\texttt{#1}} \expandafter\ifx\csname urlstyle\endcsname\relax @@ -73,6 +73,13 @@ Hiroo Kanamori. 2981--2987, 1977. \newblock \doi{10.1029/JB082i020p02981}. +\bibitem[Kass and Raftery(1995)]{KassRaftery1995} +Robert~E. Kass and Adrian~E. Raftery. +\newblock Bayes factors. +\newblock \emph{Journal of the American Statistical Association}, 90\penalty0 + (430):\penalty0 773--795, 1995. +\newblock \doi{10.1080/01621459.1995.10476572}. + \bibitem[Kraskov et~al.(2004)Kraskov, St{\"o}gbauer, and Grassberger]{Kraskov2004} Alexander Kraskov, Harald St{\"o}gbauer, and Peter Grassberger. diff --git a/paper/main.blg b/paper/main.blg index b3f48c6..9e11366 100644 --- a/paper/main.blg +++ b/paper/main.blg @@ -3,44 +3,44 @@ Capacity: max_strings=200000, hash_size=200000, hash_prime=170003 The top-level auxiliary file: main.aux The style file: plainnat.bst Database file #1: refs.bib -You've used 21 entries, +You've used 22 entries, 2773 wiz_defined-function locations, - 766 strings with 8739 characters, -and the built_in function-call counts, 9334 in all, are: -= -- 875 -> -- 471 -< -- 16 -+ -- 162 -- -- 141 -* -- 762 -:= -- 1451 -add.period$ -- 78 -call.type$ -- 21 -change.case$ -- 109 -chr.to.int$ -- 21 -cite$ -- 42 -duplicate$ -- 409 -empty$ -- 790 -format.name$ -- 179 -if$ -- 1941 + 775 strings with 8910 characters, +and the built_in function-call counts, 9804 in all, are: += -- 922 +> -- 492 +< -- 17 ++ -- 169 +- -- 147 +* -- 801 +:= -- 1522 +add.period$ -- 82 +call.type$ -- 22 +change.case$ -- 114 +chr.to.int$ -- 22 +cite$ -- 44 +duplicate$ -- 429 +empty$ -- 830 +format.name$ -- 188 +if$ -- 2040 int.to.chr$ -- 1 int.to.str$ -- 1 -missing$ -- 18 -newline$ -- 128 -num.names$ -- 84 -pop$ -- 186 +missing$ -- 19 +newline$ -- 134 +num.names$ -- 88 +pop$ -- 193 preamble$ -- 1 -purify$ -- 88 +purify$ -- 92 quote$ -- 0 -skip$ -- 318 +skip$ -- 334 stack$ -- 0 -substring$ -- 389 -swap$ -- 21 +substring$ -- 416 +swap$ -- 22 text.length$ -- 0 text.prefix$ -- 0 top$ -- 0 -type$ -- 231 +type$ -- 242 warning$ -- 0 -while$ -- 94 +while$ -- 99 width$ -- 0 -write$ -- 306 +write$ -- 321 diff --git a/paper/main.log b/paper/main.log index 8f97773..5369d59 100644 --- a/paper/main.log +++ b/paper/main.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022/Debian) (preloaded format=pdflatex 2026.4.24) 24 APR 2026 20:21 +This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022/Debian) (preloaded format=pdflatex 2026.4.24) 24 APR 2026 21:03 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -709,234 +709,242 @@ LaTeX Font Info: External font `lmex10' loaded for size [4] [5] [6] Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 216. +(hyperref) removing `math shift' on input line 221. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `\tau' on input line 216. +(hyperref) removing `\tau' on input line 221. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 216. +(hyperref) removing `math shift' on input line 221. [7] Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 310. +(hyperref) removing `math shift' on input line 315. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 310. +(hyperref) removing `math shift' on input line 315. [8] [9] -LaTeX Warning: Command \textdegree invalid in math mode on input line 438. +LaTeX Warning: Command \textdegree invalid in math mode on input line 443. LaTeX Font Info: Trying to load font information for TS1+lmr on input line 4 -38. +43. (/usr/share/texmf/tex/latex/lm/ts1lmr.fd File: ts1lmr.fd 2015/05/01 v1.6.1 Font defs for Latin Modern ) -LaTeX Warning: Command \textdegree invalid in math mode on input line 438. +LaTeX Warning: Command \textdegree invalid in math mode on input line 443. -LaTeX Warning: Command \textdegree invalid in math mode on input line 438. +LaTeX Warning: Command \textdegree invalid in math mode on input line 443. -LaTeX Warning: Command \textdegree invalid in math mode on input line 438. +LaTeX Warning: Command \textdegree invalid in math mode on input line 443. [10] -Overfull \hbox (25.1207pt too wide) in paragraph at lines 458--460 +Overfull \hbox (25.1207pt too wide) in paragraph at lines 463--465 []\T1/lmr/m/n/12 (-20) This file was com-mit-ted to git (\T1/lmtt/m/n/12 1832f7 3\T1/lmr/m/n/12 (-20) ) with a UTC times-tamp (\T1/lmtt/m/n/12 2026-04-22T00:44 :30Z\T1/lmr/m/n/12 (-20) ) [] + +LaTeX Warning: Command \textdegree invalid in math mode on input line 501. + + +LaTeX Warning: Command \textdegree invalid in math mode on input line 501. + [11] -Overfull \hbox (4.69275pt too wide) in paragraph at lines 505--505 +Overfull \hbox (4.69275pt too wide) in paragraph at lines 544--544 []\T1/lmr/bx/n/14.4 (-20) Raw Pair-wise Cor-re-la-tions Be-tween CR, Seis-mic, and Sunspot [] [12] [13] -Overfull \hbox (137.43011pt too wide) in paragraph at lines 634--655 +Overfull \hbox (137.43011pt too wide) in paragraph at lines 673--694 [][] [] - + File: figs//raw_corr_insample.png Graphic file (type png) -Package pdftex.def Info: figs//raw_corr_insample.png used on input line 665. +Package pdftex.def Info: figs//raw_corr_insample.png used on input line 704. (pdftex.def) Requested size: 455.24411pt x 152.18816pt. - + File: figs//raw_corr_oos.png Graphic file (type png) -Package pdftex.def Info: figs//raw_corr_oos.png used on input line 683. +Package pdftex.def Info: figs//raw_corr_oos.png used on input line 722. (pdftex.def) Requested size: 455.24411pt x 152.11694pt. - + File: figs//raw_corr_combined.png Graphic file (type png) -Package pdftex.def Info: figs//raw_corr_combined.png used on input line 696. +Package pdftex.def Info: figs//raw_corr_combined.png used on input line 735. (pdftex.def) Requested size: 455.24411pt x 152.18816pt. - +[14] [15 <./figs//raw_corr_insample.png>] [16 <./figs//raw_corr_oos.png> <./fig +s//raw_corr_combined.png>] + File: figs//homola_replication.png Graphic file (type png) -Package pdftex.def Info: figs//homola_replication.png used on input line 727. +Package pdftex.def Info: figs//homola_replication.png used on input line 766. (pdftex.def) Requested size: 409.71692pt x 350.38828pt. -[14] [15 <./figs//raw_corr_insample.png> <./figs//raw_corr_oos.png>] [16 <./fig -s//raw_corr_combined.png> <./figs//homola_replication.png>] - + [17 <./figs//homola_replication.png>] + File: figs//stress_test.png Graphic file (type png) -Package pdftex.def Info: figs//stress_test.png used on input line 757. +Package pdftex.def Info: figs//stress_test.png used on input line 796. (pdftex.def) Requested size: 409.71692pt x 350.19121pt. - [17 <./figs//stress_test.png>] - + [18 <./figs//stress_test.png>] + File: figs//detrended_xcorr.png Graphic file (type png) -Package pdftex.def Info: figs//detrended_xcorr.png used on input line 806. +Package pdftex.def Info: figs//detrended_xcorr.png used on input line 848. (pdftex.def) Requested size: 409.71692pt x 278.77107pt. - + File: figs//detrend_robustness.png Graphic file (type png) -Package pdftex.def Info: figs//detrend_robustness.png used on input line 832. +Package pdftex.def Info: figs//detrend_robustness.png used on input line 874. (pdftex.def) Requested size: 409.71692pt x 261.08249pt. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 841. +(hyperref) removing `math shift' on input line 883. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `subscript' on input line 841. +(hyperref) removing `subscript' on input line 883. Package hyperref Warning: Token not allowed in a PDF string (Unicode): -(hyperref) removing `math shift' on input line 841. +(hyperref) removing `math shift' on input line 883. -[18] [19 <./figs//detrended_xcorr.png> <./figs//detrend_robustness.png>] - +[19] [20 <./figs//detrended_xcorr.png> <./figs//detrend_robustness.png>] + File: figs//magnitude_threshold.png Graphic file (type png) -Package pdftex.def Info: figs//magnitude_threshold.png used on input line 888. +Package pdftex.def Info: figs//magnitude_threshold.png used on input line 930. (pdftex.def) Requested size: 409.71692pt x 114.63055pt. -[20 <./figs//magnitude_threshold.png>] - +[21 <./figs//magnitude_threshold.png>] + File: figs//block_bootstrap_null.png Graphic file (type png) -Package pdftex.def Info: figs//block_bootstrap_null.png used on input line 922 +Package pdftex.def Info: figs//block_bootstrap_null.png used on input line 964 . (pdftex.def) Requested size: 432.48051pt x 152.89273pt. - + File: figs//partial_correlation.png Graphic file (type png) -Package pdftex.def Info: figs//partial_correlation.png used on input line 952. +Package pdftex.def Info: figs//partial_correlation.png used on input line 994. (pdftex.def) Requested size: 409.71692pt x 177.21432pt. - [21 <./figs//block_bootstrap_null.png>] - + [22 <./figs//block_bootstrap_null.png>] + File: figs//spectral_coherence.png Graphic file (type png) -Package pdftex.def Info: figs//spectral_coherence.png used on input line 991. +Package pdftex.def Info: figs//spectral_coherence.png used on input line 1033. + (pdftex.def) Requested size: 432.48051pt x 152.71729pt. -[22 <./figs//partial_correlation.png>] [23 <./figs//spectral_coherence.png>] - +[23 <./figs//partial_correlation.png>] [24 <./figs//spectral_coherence.png>] + File: figs//bin_size_sensitivity.png Graphic file (type png) -Package pdftex.def Info: figs//bin_size_sensitivity.png used on input line 106 -0. +Package pdftex.def Info: figs//bin_size_sensitivity.png used on input line 110 +2. (pdftex.def) Requested size: 455.24411pt x 129.7878pt. - + File: figs//declustered_xcorr.png Graphic file (type png) -Package pdftex.def Info: figs//declustered_xcorr.png used on input line 1089. +Package pdftex.def Info: figs//declustered_xcorr.png used on input line 1131. (pdftex.def) Requested size: 409.71692pt x 177.21432pt. -[24 <./figs//bin_size_sensitivity.png>] - +[25 <./figs//bin_size_sensitivity.png>] + File: figs//solar_cycle_xcorr.png Graphic file (type png) -Package pdftex.def Info: figs//solar_cycle_xcorr.png used on input line 1135. +Package pdftex.def Info: figs//solar_cycle_xcorr.png used on input line 1177. (pdftex.def) Requested size: 455.24411pt x 301.37195pt. - [25 <./figs//declustered_xcorr.png>] -[26 <./figs//solar_cycle_xcorr.png>] - + [26 <./figs//declustered_xcorr.png>] +[27 <./figs//solar_cycle_xcorr.png>] + File: figs//geo_heatmap.png Graphic file (type png) -Package pdftex.def Info: figs//geo_heatmap.png used on input line 1158. +Package pdftex.def Info: figs//geo_heatmap.png used on input line 1200. (pdftex.def) Requested size: 409.71692pt x 157.90091pt. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. -LaTeX Warning: Command \textdegree invalid in math mode on input line 1162. +LaTeX Warning: Command \textdegree invalid in math mode on input line 1204. - + File: figs//geo_distance_lag.png Graphic file (type png) -Package pdftex.def Info: figs//geo_distance_lag.png used on input line 1177. +Package pdftex.def Info: figs//geo_distance_lag.png used on input line 1222. (pdftex.def) Requested size: 409.71692pt x 151.40857pt. -[27 <./figs//geo_heatmap.png> <./figs//geo_distance_lag.png>] - +[28 <./figs//geo_heatmap.png> <./figs//geo_distance_lag.png>] + File: figs//oos_xcorr.png Graphic file (type png) -Package pdftex.def Info: figs//oos_xcorr.png used on input line 1210. +Package pdftex.def Info: figs//oos_xcorr.png used on input line 1258. (pdftex.def) Requested size: 409.71692pt x 162.12344pt. - + File: figs//rolling_correlation_oos.png Graphic file (type png) Package pdftex.def Info: figs//rolling_correlation_oos.png used on input line -1238. +1286. (pdftex.def) Requested size: 409.71692pt x 181.3789pt. - [28 <./figs//oos_xcorr.png>] - + [29 <./figs//oos_xcorr.png>] + File: figs//full_series_with_envelope_fit.png Graphic file (type png) Package pdftex.def Info: figs//full_series_with_envelope_fit.png used on input - line 1254. + line 1302. (pdftex.def) Requested size: 409.71692pt x 191.94183pt. - [29 <./figs//rolling_correlation_oos.png> <./figs//full_series_with_envelope_f -it.png>] [30] -Overfull \hbox (9.19893pt too wide) in paragraph at lines 1352--1357 + [30 <./figs//rolling_correlation_oos.png> <./figs//full_series_with_envelope_f +it.png>] [31] [32] +Overfull \hbox (9.19893pt too wide) in paragraph at lines 1442--1447 \T1/lmr/m/n/12 (-20) We have con-ducted a rig-or-ous, pre-registered repli-ca-t ion of the claimed cosmic-ray/earthquake [] -[31] [32] (./main.bbl [33] [34]) [35] (./main.aux) +[33] (./main.bbl [34] [35]) [36] (./main.aux) Package rerunfilecheck Info: File `main.out' has not changed. (rerunfilecheck) Checksum: 4C6DAC4BA1A6488C04C1CB417177CB2A;10188. ) Here is how much of TeX's memory you used: - 19468 strings out of 477975 - 366873 string characters out of 5839281 - 1874330 words of memory out of 5000000 - 38839 multiletter control sequences out of 15000+600000 - 628233 words of font info for 254 fonts, out of 8000000 for 9000 + 19476 strings out of 477975 + 367014 string characters out of 5839281 + 1872330 words of memory out of 5000000 + 38843 multiletter control sequences out of 15000+600000 + 628196 words of font info for 254 fonts, out of 8000000 for 9000 59 hyphenation exceptions out of 8191 - 75i,12n,76p,1001b,1071s stack positions out of 10000i,1000n,20000p,200000b,200000s + 75i,12n,76p,1001b,1095s stack positions out of 10000i,1000n,20000p,200000b,200000s {/usr/share/texmf/fonts/enc/dvips/lm/lm-ts1.enc}{/usr/share/texmf/fonts/enc/d vips/lm/lm-rm.enc}{/usr/share/texmf/fonts/enc/dvips/lm/lm-ec.enc}{/usr/share/te xmf/fonts/enc/dvips/lm/lm-mathex.enc}{/usr/share/texmf/fonts/enc/dvips/lm/lm-ma @@ -955,10 +963,10 @@ sr/share/texmf/fonts/type1/public/lm/lmtt10.pfb> -Output written on main.pdf (35 pages, 4580694 bytes). +Output written on main.pdf (36 pages, 4586307 bytes). PDF statistics: - 826 PDF objects out of 1000 (max. 8388607) - 698 compressed objects within 7 object streams - 177 named destinations out of 1000 (max. 500000) + 838 PDF objects out of 1000 (max. 8388607) + 707 compressed objects within 8 object streams + 181 named destinations out of 1000 (max. 500000) 65000 words of extra memory for PDF output out of 74296 (max. 10000000) diff --git a/paper/main.pdf b/paper/main.pdf index 6684f4492a7671ab6a781123503f348fb7362dfe..856ac10f47b3e238b66180aeae2c46c6d5ebe82c 100644 GIT binary patch delta 211371 zcmZs?Q*ueNakCfvNExemKn+OMkxky_KczxOG>`P}#H-1+*`NE6+|m_2ckZ~lwqof1=h z4&%7@-P0xf^9L}b**E)XoVl&P&4KGxHr`#j9CiEAw1>AbF5a9%&8q)cuHSDXP~-4; zZHhkm8*=QeUKhnk1orPNY(ef^t;nUuoKM!6c)VtzWx*4!!aU0lwNCpX_E&8!uL9nX z>qI4!#5s)_9)?}+Aw>#&c4~&il;H@(vNp$fYLEb>Y#U(5!t4%<9EW6~Q)XmTn!&m# zx3^~d+o30&?bT78?z9Z5Dnnj->$is?dvH70-jbzyv}%N(`nN4f+SIDooeSpE|9gIx zgOOH)ZCh0Z7$xX$YTTq6()p~Zt_B&_r1>ASd~Lyof^x_u9dJ^078fVi{bzctyU?HM z^par z!9K@!+0E)o@ z;97J~Ro-8v&dO=S&Lwe!;wn~u~NXb@i(ya8Kr<_yyf8ME6xRIq5Ei-pYn>Ynzz zy{R@ueB_FBKAtKx6pDmGrO*gSXsx*mVG2kY=+rl>)#&<@1#76CS8#&lednz69BOP~ zkpZArum&83gVSh3{s^+l>2wI$&CylybE%;mw`B|T< zPQ_ZpveqMyfVd=uSY^;3iVkL(i9g-_=WT-{0f)+bSgA$MXXB%<)ECvxPd_-}F9%@P zp&Q=>o#C4}iEW#BQJ*yOUU^1bI0uGPr5UXdTgA~evhy2(4LZD#n4A>P3cq4; zSsq-d6g&mATzvi;$3hmt0@X0W3J(DmvG3*j#M)gEqYzIp5@K(TECq1t-eF}#N~V<10It^*ywVdP0|MaSO}zjruw!Burny!CClpFmxmp(WrCAw(vqr!k zzhgB(IMd1g9(k@T1(Gc(P6dOofgPmLQ?S5HNCi7au~sNU4J+VK2*mSY@dT2Re`Y#w zGOZUAO5SAR&2BbsoDT%i0Cr46ki@5c>zAbkr3>U*<_A`i)Wi)8`+KkgwhlN#d$LTd zIUoF8{Y-F0({bHg#NRM_UV&Hajw9+M2|;mYUZY8T<&bIokGLZkHJp4zwYyW)pQa zIqLWrvUP*1p-RiLc#w<D-|ZSnYK&COm&pNKl_IlO#9V@s)_ft&S?5b1D69#+ zMptKkhO_plB+tl;cmTIllsNcgN-;yjV|ZNn6RYeGJ$1|Y>MmKxg*5Eia#~q(MwjGZ zd~N5X-$&e1Y}rv{S9FF?| zfKSv-^Y&`qC%$wx{$98{xAxw-*fBb2=JXOTpDQVqMmS$)DFA>FRCt^yOsMiTKz`YB0K|L{yHe5WHaPD|Ci7Y?-Oj`AM%v&o&c=a<1rt%xJ<9?xQf)2D@O#QykpBhUdPPKPf zd>!B00mmp3Ek%PYP_(#HlJ}N#tP)gGml9{81CZ>i@Kb3vrfm*WtOi-d?RSio<@sK}^t>$mfVNWAPw9c6$k z2^MxOByZeWG)5Pexm|AV7UZNtt;BhtS}x2-E+ityLkkKm?kC24gxBF+2@HEda}qBP z0JIER2E!O*@5(A!sKr%#MAxrJm|`DjgE^~TxTmK?O;8x3k%&+c-AH&rz-Ft)IMx> z^=o2cU^ZOj_UHUTm@)p8oafCqSQ)b$0k}Acb?5EDqiCCNylB5xh(&M_7{6RvQ(5R| z%)&Yy`Bb>dp4F)I?lUbQhupsIxXS(jzxf4`0+DS(PaZ8GtCDgVXS8A2X_ujakGzRn zo)96l*fvjo%p>EFX?zvU0?6SO zR>`_?1bNhtqcl5qyi_MGi7yhT&69w;aQh&ixzS|@hU)Ip{Sl^gX3Jr79y>u}P2VmD zGETS!A_S3yI++jMEodi&-<7rr?cM9vJ&8cAx2QM2@1l^wlB@bh!=2?uHw@yQoiQ#< zQT8D&80}mG&UNt|U~6;2cL=2ZNBj5ZPAl2fQpzRN z_>WZQlPMuOSlDs!wux(nhr(-d?Ns|H1&(onh9I3*-m2uABt~|3b*%9;B zm5@-R7MhNNcb{_8uC^_Q+^t(V)Z`Of_7OqFjQhgpd!`MiqskEgV!YC*9FeyAKktNK zQsT1*4VnE4hTanp=m|?<88y_r+HECp%U7Ff3Dbz8)m)uL9zh66ubWv9rK3Ulo90XQ z6D;+XU|h-&#f&@I%Cw3q1rft!;yxy^1fsvIb2%TSxj6S9WNwSZK^}!YvLl}lM?tn7bKUbg85A72DtkGMOSb-NPE1G&D)uuGG!jb zzz5GGM4*HgayJhs!u5(05}W=EXUlLXb<>PrAvcSKDe$b5*ycUVSoh{;Ww9_m@FBvS zW~Q_*tX4!UyiMG4ANYkYl(ChrTLFDw79Q)HmgQF=k-Qa)m76lSoN=L1OID`(OcfNM zv=(zBvO8yhTiYeYD>khvanN0xYMoV_ydI7D-u8k29)Sr*+JZKSOr}AnDW6*zr>Tq% z*Z8WsaM3Cj_fd@`^Jt;q0j-1dh&NeFPa&#}fw}o;Vv707Pa}$Y9nbO{f+@@{bBl*K zc?$B}F`o8&slUWPw#=VW;|v-X`%-d#826yCHYHTR`r4*+c{tJDj=S6Ipept_CZB^{ z|Ls%7k#&{D2eJ�tJC_cPInY@)fBi&EC@o)Sr5)gk#a86Kc+airsH{b6(FZjeNs! zlHfhI0N~>YrK$tEnJuxf!fcb!UaV{`xVGg0%kDNW4FQ1)pzJGSK~BDD-`!9q4;vuA z2W1ifc-d+8m=x9RX*2~0T|nRlbuf0rCFc^K5Ni@KBXYxiPA!fHx}3MPt(f^xx8T#g z`6v|F`bUckSHDFdREJKAENrYil3ex9AaBuB{EsZxkSyg;GdAVTOb#(a6&PIhZ%F{i z&5B~ww>;u+)gBy$+>;|P(*dBN0~Xsq4@k_h`#L?F=Y$W0X1~lSGYEy*ivztx1Z9u+ z{JjLWynSKB0q1UVm8CtRu_1e?nu#J2Txh^B=pbaNtXjny+d#_jF@8ui2Fl7>S;p(P z407*5`fd8-29UdbJM#Z1J{9H zUNYf-S@qPm*6?)KMC^57nCkg1(-VRuLLoK?2Nj3}J(*ZHzP@BI_qP3V9;Y^%KokFx zuFK$M5%asfe5j%Nl1@8iiOPyxtO>7J8E;>#3Mk3KJmI~STis=9LHz{N5h&t^js!tc z;r$x_97=C~mITzXf}z15Qj8rgU?;DY=Fy-u)X4iy%jQj}Gnf}DHsPX9j}^k`s4z5l z&lQOYVyqj^e1)-Ua4>XCJ=&qChR197$Q*6yU?_Jnt)H;tH&O8t1k*zLBXOW05QhW; zn=v6d4SF6Gk`z08D%DPg_YTgAAm+m+_Y-0Pupk6o zpaePY2q|fhg$vuUss;1EP5skS#WN+V!nJ=HSz^}ryH)=oW#S(Kup%a+lN=^V3pRACoh8a}x^t6I{xbO~O`q^S5Bm1&tI(T~;KE*{ z>)sKwkU(T&x~J(SUVp6R`{|MavfbKe%)4Ti)g^-qzfMU%Og8JVQjC}_LzP4)y0^%R zdSX(imucj?8~9|3k9CnfU3WpHI>1N>z(OjVG&fj9N7d6PoM~!*TuE9xifcr(rb5SmCLitB8X6-}bOXgcm+~$jw)^aMY;%WD`zM6KGtZ+ICr#I_w&K z<3fD#w`RnTS{NE`amzkZ>Si#es8kBsvN~NdEJxKbdg$r7R&j5NaGfBFg z4{8|dDlbygc+iMNNM%hAYRi$;@(P z^|2mhz7qAV)iF!|UU4vY5lrpd6q_j6BK5B-j+Kxc(5ffZ`qgSc+OLH${%J_Gs{PQ# z*H;TziWBXIyah(2pr&wDt=TrzO0=$~)u@tZ*2{gqDxhOr_;mLGj^3D-N{r!@BH*+# zr*vGcYBIffH260Dh%q81=YkA?o59kDPk3gF7oCX6YLnXHGr&$ zo5Iro^iNeFfl*ONJ)e&tHRSx02wn=u`!nL|}ZFq~X&sl>JRcCDB zOqAMFfGv9x*205#XF=&_Qw0k;|9&eae%P5N6igM6?nc^ytUI$M>8IWpE_Q9J(ryDRb>ok5Si>+$6C*B-+sJ8H?3%(pQ%xigi36ylNI*cOMx_Q( zH-4cvpGC_bHGhHQt1S)wABCSQ5g9ePjg$c}?Xty$752&(mi{sn$B<^{zAP;@)FNMo zZL}r66vhO?#?J9viv97FnkWanY<D9%b)@H z4(LM4lp=xL64^hTY`IYSY@?g<*~m6avye5IU~?9T-FKk0*zE?svsdgT3{>TSOg5Tm zN8akzZMR%U0*dycgR%;n7~Oyct?AodC>$JA9hV|B;iz{qK43<(V-}5l*Es2vJGmie z>=@%jk!FB>SI0nrxqd#pqAs2fysHOX2I-z7d;I5z`shuJ;7>aKmDWK5Jl6Y-8FZ2L zV??%~M7mQVt%2y@*J$}szgw2OP+kk9ll+Sf6=p&WGe(Iy!aXX27b3xCBdOrxA(7=&zmB=)9 znThGx^N~gvbVDLaWQn{pXsdZ~)niM!*Es#tmw@!=lvLwu{pCJZ_m&aDEtDp*r zr%^nv!%IG$p9g~uYg7k%w6sQ+)95^_PF1j-=}9~@bVhq;PDjO5cX?C`^DNf})zA4d zr%(Iv?)|C2={|^>NuPDa_pS3At5t9jUck1nW1@xBy_Y+A{_B@AI&`2BmaJVM+W03G zfmgO8SO?9dljb2@H|z0vk2Mxfe__T$57gC>|aq)-Y{}Wls{F2v;^V$ary$G@Qf8RA$CT=1o zqW_`w`1oKL<;)!{-K>aM*|?dB{u}8S9AIRC-2XzCqc-HePtCK5${Hh(1JDNAh#FMK z92#Eg+c&e%Kw@T;X*6oo63_8|fnBQv5_TMEw@R6j&&A!dpRORU=IxPeM8lE8&!78f z#(w#?@Kd=vwoN_($A^qcy6xji3+FP9_cbI#e&H?o?wgv5IeJ7UPBIXf5R zL=KODeFSf=hdGeFTL4JfPcD8NL*>`6Yw8HJYAd($it-+191T6eF5;I6DH_U_1O>;V z%Cn5lIDp6E5XAC}s(13VbE9k$xf45p`vsh-z+J^h@x?dFkc(W#o>HGf_O5!>UBe`s zamV8*MQVovNzo|=SDCni+OB4uBd=CWD7!j*KoC$HKS(axRSOMX>Nj3^oHk5|Cl@F= z;Oh=N=CRQclFWu+)29)t!q>C4IzQ7Ezy2moQqaAOv&CaMCB@563D0G<@Om52-++Sb z>b`fq?#admr~Q4OK#_QEpK(123sxGhFH2^HuU3z2@15$%yv)Np$wAO4C!63bZYQ|$ zcQ9H7bO~c)HPb>fi0XaDb)8`BZ_~3Jgt2{L=Y9EtX6y`rLv&a5VZN;~PUn>#JyqQ@ zT50#7MpRjMSzdGi;K-ZcdV~n@I@4#jHS=lYPOag3$z$`LQW>oDT!gRVWUnKMLQps5 zRps^2he4?<0<=f8ajeX~Jh8L$qQV*a9T`PxMQT2Tf=)qES>vvN`+tj&kI!`}iGiev zT_-o|Bk>TObzpMhh19t7Kl?lIR$Uy*)swvD7}4~KJIu|W<(|;3CUpTcOWAM7c4J|| ztj|K|rY083t-9ydlHZ`Ih^~Qg*l1~FlR|BSR;T?M!u6p703~ zapeZao%eUL7o3Djwc_v%^%1O$DNuT^9#&^F&EQtz=RKI~?(F}{4rV4;t^i0-UZlDe z-z@D}i@PE{+&{%o$ch1u0VR&BDKC!`A!E<@87H_GmwJIGwo04y`ek#+k~V3B>#qn| zGJnn@ZhznNRATXgIM`CS1J^EkOGF_Ml(tjjSj>Q!g!8TI6Y{Q@EaFk+DjfHkT)I^%OKQ1kH2r4a)+5f?%jq`PRF2ywg<q^~x&T6IbaXK3fm6k- z2S)~`XG^Np9Ul;Il;wI*`oy8t)Fc*_|Lq}|vZ7d*G&;ZueB$4~<0GK~STcqv{@`>T z8XHyoy+Wjm3LgY>tLr}kDL!khqWUWRl(*4ZQ!Ry%Mw6!=LaE{0oZ2HW^XAADIaRuX zU~CUske5}WPR?C>fxHh6v)Wo$_i*WkP13T@sTKq4Y~_2xbf3=8WfT=5Ivaee!03U& zd&45_fp`FZh2Daz0(c-iU95G*TnR1M-T1NwT^4VM6nDu{%ZIbertX!(A=3NDabhypA(9ZP$w#o@F- zj4(?sG`#8`>(+%6&>-B)5K|4&JURP*b0WRHS1UJK4=cuP8 zavxg_Y}SRHYIxV2QiBtb)wda*3VyZ1= z@m+vPwc@sVPcEa({!^0yGQDyVbZ&gd>`$C?`~fuTAG|K3>V+8IyK48{Z2K3w{B zhX3#TX%0Fb>UJt}P;7Hb7c=tPg;ug_yXh1itmQ2t= zY#TAS`Z}^vW#E*11K|>!8+dW<6|SrK#Q)%j*+*cPMwX84{NvLbkjT_)96sWjdno~x z7B~r0CU)Nb+(O5E3TgU%ecZ|r0rpw+zEQ}Ay_4BugC9WGj9uW);wtUcBc=k8bGHbl z@*pH^vfemgWMXAZ5JdDtAMJyW9SC{O6sbB0PoifaWtXAM>=VpelxfA)e|DZ8^~}1A zs1-bId}8m*<*f^n(WYC?99hgRC_4aPcHR;(h9-%7Im%A6Vm@oCdY&(0Q-4`~{QZ4N z3jO%Z7UlOFTg5_jpKWZ75NgORLR28rzbgq^Q6%P@kR%=_nc1p~kNM)l+Ya&JLte@+ zg4Gw$Zj}~4=Sa>jwk==>AVIfE=$=Hzg#NZ^TBm`8xHu^pz;13kL97NQB!2?R>bp~* z&qxOtVV}@)!VA!vb%Vy14Jtd~mABT7r+GmiKGZjocDI`LM>G4>G>&P+x8m@9Wt|n`4tM#3Fo{$(PUBQJkpeI~7EoJ;LQWle2=yfD@-Mx!@`88m<4mf*5!rq@)0s zLPExc4vo86?g722^gCerUxUD`N9ZtC5~=%6 zACC&O_{DA6ieE8b-_0;3Ov~LRko;rl?((M+Ll<@`F0tfDy@x!)fGU1IERNaX zpZR%vZEfy%=)H0k;UPDBaXGh^Lbg*OUyl7$Mv)byiW?Mm=!xZqcd$xeGnJW4hS2r}A3=v?bn?;E2pgDO1pCI$Gw#4#-wxppdt~a; zO)C)E#ad%==O1h5d5B=fItwq*TAm1i*w%%p=im<;lrz1+)RbRrti$*CWT(@<3VO^Y z5c7NaiL^{AJwjLZqIA95il!io+5#5-*XF-BcLZ=(m2$;+`&45OH0j}f@rFZ(dNXDd z8^F3NJoV_i?{hc3aty#1iEcDU&m*cWoc1%!srPr87zCdi<0TcDB)}yL5Y~nB2vPF7 zRijAC(-Y1uR5ZjFy3KZSm5fcYiU0=41^(qx(uvE8XGm@sU^~nMVkPhWBb#Imu~eXi zNd?I9hA|~r?wDd%%W_P9#KjcNBEO((F&4x{Om@gwS#am8)Z4QS981QrEgSo!{RL5@ zf|#bY7bCDkZr`306uK=R7tr412zIgw zb`Hbr8cQyRzc)?+Kk16UasT5|)Fi}ooV(A+qQ*G_ewlxfYUbaa!q+t34E>lb9pS5}ImXoYlbBo!uPExQT&lAB?X58a}(^lxuhQ9nLkxOSn@dFj-N)dVAs z9&TU$lMz>TdOY7%bhxA7ZEut4pKJadXw$o;E#m&en!@@tcta@KoXle0Dk) zzsJ?BS-9KWiqSrJT=tdPYqNjaYv>{$B|9;6$v@)1_t)A!(vJpxDre=<;&8c6WEe^w{OGZysa6t=eK= zD!PNudTUUlk$NQQrDx#;?6g>C^QJ8~bc;dT!n#al@hHk zHq8m09pgTTw~3no3TZu#+zu(ngWDcLHoK%Q?FI<4GB6(xoV?J+MqSO$hL>+uU7p}Bqc3` zQ%~t1P@J4-rAg@6IM*#_1-BegIc5AUb$8F>yt7Ws5MK`%CT1R!BN-cv9>sOB*>S2L zD}cj^lkW_Gq1*-&o*7%W=#RKnD8Xf1Bof(b=VKG}rV(CA>}Nyu1q#O&mt-y+NGsKZ zZhujQ$7}URgX?hQm0xtICGOovntC3TaWZM2F8p&dP=+p5dA!Z);U?Y>-0gTrUs-J6 zGcy29N>Vyr4L(XC@<7sYnMOb|kQrHGD293mbM+da5`>IaCl!(q_e0UpBmYtx67`1G z(J&%J`Y$8L(BuuoSPYL@2S{#U3Vo$WmUN4CYL75=n9-WOQ2xd#IeoJ(NChKuX)mEh zEg^9Ur@H0LyVO0m(P5&Xa;IY*mVE{GN#;*y0gmekHy`oQa>|rmY@<=o6%HQmh_eKJ z$^Z{wdDK<2VFT!c8@Jy19#zrgbaW!PBE+bQ3_-aYw^>NUfT#A*Y-)x=>1l8ip|y(l zwf!}zZX4FFQ%95G(8lb-|LqL*d?+do@VTtJSVW4*Ax}9( zh@sTn4bFoi|4V$ivK%F}W*;W|FYK0%qHdth(Ktc>^oZmHX;0K4t*3tXnRV7$ZGLRUtHtVyW)izr zO~2dh2=@7X{iWzpy!7}SC;sO2pWE5cC9@TG2TYvc>*$THN}ExVV%VG?-5mjh>5?|A z_RV8gaDs`(^jErQtK5#rCO-c_3sS)Tq*>*X{H#9-TK8J(ot}1e)h{rQskj zg4FY~uA@1fGCwMvDa@DY~Ar-qR21LizNZEl=9@L%Wc1m(epy zZiA?fnoV9-<7&?=9I0Q(R85lon@06e&I5uLP_D!n%#3lnOR*dsJM0HAuU%)6X}ubm zNFtLOR45L-h#+KOU4y01*5xQcfsNQSDU313#_dqEU>3O1Sd2pi$zDr@LpSi&(SIGl zYX8IQ#mftU_D4se;Lc5Own|YX>6_kp_srzw>Y1K6C<)eWO{P-2!VB{6w$ks#C)BG= z0Vyyo3Oy8Fkk{9Iy2u9zjx?qKId_o_#HvObMGv`RvGowK`6=*;vSXDT8&Je?04{Vp&R+Nsa&rEyu4+>tI=V4|FvD z{Vco)Cu1h2!*ZQPKN;XO7sXqHFq^yDi2w@(_lfItUwlKqWGP)Tdp;%?R1IU@v1Yu0 znu|hAot2H-2&GIT3Ga#o`)(1wjjTnQH%9a?UaFdj6nb$A>lZIj$740j9^eH#P>L;` zBhY=w2bge%r-T54qQ*M`iRDko38S0M@%9ScRQNK+7}dZL0sN&aAYJ>n&-E8dX0y^h zN@|*XO{f6DbAb}*R2%_v@tMC+CwX3k|4<}jzI})E)zJ_D@uiWj#3(8Q{iN_z)jatl zQg0sYp{5Btl?yV!Ui+^?CAq4g+<#2yoM;UpT}O4F@bUnvA~wTTF>Db_Y2Fq3L=3W* zbGe3KG~f~yUNcCJ(sU@Os!MYzJ%fwbbz)RYOcf$56u%+=B^8iBCGSw#W+aEUqrtRM z1#^sV?=3}3xT`RLQVY~=0)2JhYqAv$iYsj)V#$#?32K-{`I&J}Uv5Z%ByDDo4meY? zSct2Nw;^Es0%muwRx$*M_`&+^)#ZXjB-S=)DS@acSe2*e4y0@cyyXr4DjN@zc~gO+!6Z6}|JV1Z!bd?3+Dv zVw&ZATE-a<=7Wa^*LmvuD&ps<6aqJcj3;p4$!3k;`Gj-Dxozk2c~IQVC@MUQvV6xNH`Qq(VrNfwJ8}#V?JV!A^fgL?>w<15KA3I0 zxz;2=k}V!TTb*PrY*U?`vG01<}2l-xvEwjVv?8<}`C zwcGjV8r6el)GPDX^oPgbA+4x6o}l+tp6uiW8q@?UwxFL zy2_4toCpE?hK1uV;%BOA|yC(4=~1i8V#0g_{cKg<*?ZmG1JBLyO)7Y%BisZHlNq ziSDmmkYK`#T^X(jWx+D&6co{$DFgv(4r#}_ac-JkWk>sma9yf8kbWcl))Gp62qURh zFf#8wRBuCmA^b9R56IrI1~PH-hLUG~LXQW&oeu}R@Gwz21Q~ETH~>{((s~%!B%w9^ zOi-vqQm`cd9Sl>1ZfHDX5{Dg|5mtV9JL&)B51a1A(Oujmvg zgsR=^B%@ks)u&3S`$!U<3?GMeqem!K)8jh%t8=Rw5-o!5bD~sbJ495DU4R2lI@C=E z=}NcBg~i#QV03{qN>uwMbswk>2-9u|FMNx(ts1bSSIggndsZLI-X*B&8nQ)bjU1*b z%%UxHsX&*xGhT;KokE8Yo&_-4SY6>%)3Y(_7%hp=hAJ|t&lViP*;=jgaw34)zextu zvi!o8rEEy9z|@tzS%z2t)xx==#V(ukRSHf4NBvmTfQgBNqA@lK7B;E4qEHC#G`2#? zvO&PTB@cNYOmI>!^ifDiN6jjnikPun-pk3A4ah7f=H7}J%H_WDNuTmJ3W5BvAMy!>p@$mjEFvV8mN z?DEk+`Y`x$wR&--Y1n%H{&4z_ahlLsv_qRNzsA5}sJ>R*r2PR08da=RLfYX9O;z2k zoA72AcDlIX%lg|5KMjC5?8&IeQT_J#G5hh%tOo=j40tmR>USIm`8W1LoN;2`hs&h3 zyjULO`Uk$2ElTH)qDswX9pvNd(ee@JWizUc#p7TQO^XL1M$}GUQ3w2}*!y%LUud22 zGc_OdG~oBN-|0V7)Jki)aR@ZG&-eS|-QA!5xz8d4m8&whFCMT~o*j3b*ln&A0Juo> zvcn=F7))X+-<8d z-s&A-fGsc(=GPh$)D~+*B!7o~nx=@05Yn{{!nJv-DvqAn5(x(damizkZ@R^}}{TP!-b*9qgI zd2rq=$CC+^|37e^P%fH>;LUS<4){OlKVX3UFqNR$_K*jtEsfkr(U7)bl)4}fmcNPk4@f3429R)C16?>@E`vT;ejPE? zj0-*JY!nsvIpiF;ZUHXRxhUo3;otEoGnpwM`CkXLOVNda{~d6R7c1dh8A>( zFkQ~8Xy(35L6B75UZo=X11=M&Y!l&B3@TV1L9Su7lNz=Su>XR9st0`MIz^V~EgyxigKyu$ka!GGZX5_0w^OcL*OUT$6cT1R_k#Gs{Omr*`=xakg7C|&J0dP046|f*2RdDp6 z)Y}LbpjslljC26ZCYQ1Yu(ulpKcQ z4{p*3HFMz{A~@=D&mQoYlCb{f08!FS#L|fc!VC)R1fR1+AQ;R2gcGTA2H>14Xvog! zIar8@?j4SOv)k<$37I;?QMaBL2LgnFSlwAOuP#{Gtno9(V~hPPjr%O|Kc{T>TfhpV{r{YR|F!+M zUM6Tp^zhhzyKF=gqh$>kCA|0&FU!R81*w;A(yt?dR*&0I;hkquHvwgXnExy#Aj|bR z=BH$Qv@t9NeuIk{WeO7EfE3&oG+DjUpSbg7Hk4WaL~0#ap|&domacoj4k5`8kU&yB z1UDt1g3qY$rsd0KCLsaNfU9~i_|-+*q>2K}fHsf7UKJn5M~0|B;-EOsGixvlE>p0Z zHeu(eNktz`siC!jB19%Yq#S2(PxEoWy=mb;&Zt#3Kc2s*B@vaK7zzl?vo~?+)?pWN z9s{T#skmg%*&XKvGh7&jT$jI<5E@7aq=Yv&IouF_%UG=M&vF2CzP1f8in@M`h*Nj2 zT13ts`an2TQ{z4VbtT=1-=gH{Gq{N-_a)ulX*@*ujn7Z{;qF(4)UOO`UL4Tc-=%WA z$>4sK!~ZNp{91?nwhRKc64u)uykhdt|9;l`DOk6#ZSm<4)W&%5}69 zh$owy_a|8A{<(-Sq?D;HmFWgr9G$3CV3hTLDlAuy;w*1M$y(LC>ZaO#k*2wm^n|JV zR^HnRuDWyt{r^#VkkJkpC7v2=AW2%~=NHZ1N3U1EJ-h*~U!F#Cl1ltLs>>>yk z*!KCm2HgniIs0>KII3A|s<;)=Xq=7_?*c`vEj>L$A#ZOba})VB1>LS9XplU${AH{4 z;!h3h6_5b=>wx2wDL<#NfLWlU?FRGd`>Gv|lxWdLC8q<5}7IDtHwu>~5cW&lg_U z{n>rd<0zj~M;euKS2)*~JP|Ex>uw3YECg`?&Q(1ha}qy0-jCQa4>J$af4cZHzn-aS z;zp zy&FYiD-Te1Z;z*CWUl_1%ry1i(NS;|&i``PJI}ySmam96#rXuPkN5&Pl5X+p9|TNUb{CaYtjw{`vJvdu(@Avwg`1c0jjp!EYENyh0!w z2m`5HtS!_oax&d{e8=0aA49ULDO4bH(~+X??wabF`Bgl%R?i)OGz|B}ejcyCXUh$t zyNZIH3O6o(j7v#TXj_+9h!g*4zILxF+Dg1#hpSMm-&T>-I&$hwKcBYe0P5N!zC;6< z6dCh(9n8>b_rI^Bc{vYu8}0J$rPfymd*2T`I7Roj)3yCSr@uLKY4QWai>=6|i&|NH z?5sq@at?T_LC}5J^dkR1w$8CV6KGquu{ySG+qTs~$F}Xfv2CYg+qP}nwsm`-=YBe8 z|B1C`&8iv`t%x*!z8o)pFe+MY@eg5;w#9UKubY?Tj)2LZM4YQ`uNSwMwA2<_U4r^{ zSp*N&;$W{W&MH88@%(8$-G%<0Vy$z~Utbngipctgp*8{uh zMLE6e^$x?l$a!(=#N}mZJPYC1`Tn6RHaZg%`p3}Jhqk)uHo_bIgBAX6fXsLCwpRjj zwaYFa^*-0mNY{Z;>fS8*Zu9oBYMEcz@SJyKf9WGC$GwN!}N19 z)<@sx*r%Jqcb|O6TDNuNbEXzdxTAzEhwz`=2ena!Xff_PoeT`!Q1Xh0N{1N%31-KM zCAfUU_=ynl-|^aySoxXcFiO=@{mx#K#Iy=}SaOT){#WGd)CJ5sS}UhdBcHd2-3nX3 zs!6-IE|mcdI}F!4KC}~^-p&Wl8k+4Tq2;bSH}xVm$Fy#~NxA|ARs>IS%W-Ro7S47G z#Zkj4Ad0L8Dlm3sTq8I{chX$x=)1iT?ebBO7)(q zt20cU)R$b;RvT_+sh%jGbl%O$Lt(TLC`=foDc1n!w@!mYCfQi(t9ElVQ|S04>5TdL zt7408YX*Op2@^VHK~^J0;svqzg-=B-vE;iZ#?So< z27?^UBA~l`X{kk*yg-YNcRC2RUcRF;M;bSESOcg+D5d(Fbjc^UNEhrG>DTLImU)E5@{IM{Fs zq`gjKXn4p3m3uB+b`yEOfoe@4{S?(Mg-F2W30c>+=I&|+A%P)ecik#*IB{=`FIEUk zAMPn=z5EFW@q*xl)Z}IY+C=97Z z#VRRK@c4w-OB}g^5UA@*LvHa#gIgF$yar>mM9OEe5|LMi8#~{gvsob{GbAcyMM8i> z{ra_??>m|1)$I`n%|W;O(;WO(4JSzgmK}P98^@1*@U^?b`kK3FnqFhpA}h26$6RLtu@HI|0Xn zp$z3sE;l+vyZvcvu;G1y4XC9Hd!wyyymArKx@_SElh%>JQe1fRcmr_L5wLK)=T$!^ zI$R|0L$4cPQ@fx;h7`G>qWC8mP>$qtVL%C{{oSMQTWxCsi?9qDR6I|lL0^z0%mO#; zhO^9al9jiBUwcS+#hn%};->mN^3-;982a>vqs}=_b)_^r+gcI8M>Fp(O-6y`@YG&Y zreuJCnL6?*G7>u2$N)IK0+ny*wczK@A7u+M-OaN>zjs_H{5a|V`9RXCIojo)uB9q9 zNxq(N^}(w{8VJrOV^5=C?`9R#H|1m(X)ukMekJy*WT{~LF2mnEQEv$cdNt<3*jRa> zPfZuZRbUrJ@rxIXsqgsuhcFo#J|)9VEr;!J;flpvhXTTzWC5gOLRyiOhov(hW)$F; z%3Jf{L3K@5fq}^;#Cuv?$;rk-gz6tHJISq02W2GjTQZV9XocYF|JAMf`k+q&o0tF2 zwGOe_ZSI6>eC>-A^;TR3s%e6P$*i=)oz|oR`^1{g;n1Bq_&AQ^M&?n7+&4i&hBXsq zW0|;(WNhV(8~m5aj4>6j(B-t`4*@JpfWZwx_mB6%o|J~$YQPATiiRq)JB`Hb&)|M^ z580}Hm|;Lp#!Yitrg|{AixMY7u;gy_)rRtR1d1$S{oPcV=mXJk8hts-E6-e+wz>Vg zuv&p%6N!7o+SwA%>e%tS-Dvzr zh1f%!bTBaocU4B4iWl@rxRX1XJc8#YVDos%r)ARS2$fU4VOD4rP-*HC;6~4Bf`obJ zRZhOf&Zon@BXgV{E+L2|Y!`{^q|Tf{7i!LD5sedPp_)5zYGg52saiBX%~Mu~T>_G7 zErFecUjx`8-;IK4>d6^4jvmzF9yzNx%p!>Ssn`hT^5U%abz61jURV5s=ukAywW>ur zvS#Sez>h$%!8={iuss6g31$XVoT_p+5YPt9wl`j zKNHZ$N9rUMFD)i&o?kP-CouV51KEA3xhsMdtYhZ7l0vN4JE82g7V1sbW^E)Q+mba) zyUgC=V$?xmA+RcX2?~qMy1rO?KK1Szfq%??dwjYFmk<7IE$cL#=+_RNrX<3?@Y~n@ zG83~S1fhH>VZaNTT^{~A*KLG}4GBbH)CBOC1CsC3^4Dr5I0^(<$F(UI#G+m&+`yFe zK}@Y^42xauMacCv&Mpf)OXKOVUvVo~D&}89z91PU(oPg?=55$)7hwvho3j)mVd!WZ zY-ze*T?_Y}X2oqsbRkYN?3I%6n&B0XZHTfMNy^8=ysWKOu-;7>kJ;20*xT-k)z|>X z1vqcc6fLcu_PV73u?zR8u0@C1*Ge3vTtvZjVh)(YXik_wgJm{9vxG4F9^JQP3tK*_ zG4qvfzLA}$i?YG(P`IK?HXmnymdipVHbfy26ggp^u0jn0nBPMf_kyfKZDe`B5MS>ZK&FjTpXIA zLh6c#rfmcK%>dCBmdlTA;LbrCmGMmL$TtUjAT+$iSK3>uU&AxZlnb)MOuG&qzDQ)L zrl*5AnwUo}=Uvx_3CW_px-y`4aQ624?)K2y!b6|eSv&QshU9p&=Xj;lwfunHN<84B z{7zVG`oiT1p2l>A3txJiqM+R&=i;RaY zD~P%&Z41W~ci9YgA&h@u<80acP(TSr|D|k=Vhg07L&lnYAKy&(tVV zhbpR~W7zp!tPgN&bY%Um&*3e1ed&!qMdC~1B%<0#6!G?^umnB?N`|Doljgz*(`i#F6*PtipsMrs2ko(J{6@>uQs&k2 z&dQhe{PzaKEA&Xvc1iQ!@by0HnYAEDI5vf%rudLeb_kR8qvS%rQs^DECyH?fPT0lE7tL9M zevgX?ewpO95ZU`e6rGE#B~Z{O_zT?NQlXse_MNh8mTYp}SLuQk&G<%q=cy?7jD#C_ zSQJ1HSZ}T;mAN<1uIFgSa%#Z07~8rvcrxcGuK<*Hwzsk#4r+@|!0f}>AJ@kOfJN3IT<}) zlMEkfK!=aO>FXXU5FUTC0;FI#d1V+-cs70}i2Wgnd^1!Zv1)5_BvB>Rz2$>L6>wD_ zQTgvW9(0>u*ta*S;9>8E9s5l}`p5cd(k#Umvj9^a07;kWZ7j49-p`s_REaVFZXlTX zKP ze{vk69A?|iLtN$yuuTe>q3?zU zz;S&!3dTdSWGra?+X5OLxq3L2V-s(924(srb;(zE~!RAPADw! z@)E>`5nj;AzU0jr3RVu``d_f!b06;a_1}DR%Un3B8!zNlGl|!i))7=-h+`?td98x2 z)Y!%Sh3zb3;RqG%jhYWuiVUeX+}lqWiKO|$^?RpprX5jaF~V>=z~|kQO=;^i0MSH+$U$jB;okP8HPq1E)Xc;v_Ba@&5BpQAYzJlomNe?)ra;{h zrrA{j`UPY%_gmGXH&Zlv8p0Ep0LjweFb3Caw?JKgNH;kTHyE<2(P|_Qi`JJ;$<{R> zJS);FAka1U#oj*#OPwGiTmdJqVac@6Jj>v{pr^C}eoV;3#kS~IOMk#@8?2rXSy0>{ zK_zW0IwkaY{?-IR@gCx-<^y|&iKj}u!^qFfBtx(^#=g1siY%#DU{ie#0E%s0eFRpO zdR&|m4d3Jydfy-JR~1SU?Q@jWB57Hd<9J-*5SZEO;u0)!$^V)Q8pYADzobPGUQwMv z6b2wD(Lvv+9Q3IXSb92kuZzSka}&AONxjZrJ&^G6g`A^8%t!g%e-&aGhwZ;snpI2! zHIGStM#gMaRHpx%oC|~q0mH;ju_2Bl7-maZ%*%EBw%dm#&2(e<>=9Qc6ln6^KFIYa zq>BV!UFDz9TJ<^uxuH`uo)tWZ6oAj%gv3PkY^G;1i@)%r!gTzt+UyQ())8sMvn?K- z(7$Dk1TG3VA{Ehf&6JjZ7#yXA45YaOw03#peK*U3OL&xp_Upf(0sUoxv&M)9HeSM_ zO0r~roMPKaI-DAPLKz~FU@m0=CW**nnN8o zY7Q_-ccX=gn;D?xEkYdAU53vcN@|!h%U;50lc^73U~7dAD0n4&g~}}T4)G6i*mdA( zoiQ@Tux|JG4x8Dt041I#`0N`n>59KE5#i8ee62=Xl#d342o@z0qp- zW{XDxO2g|J-G?n0DxP6?D?@e_%|XuN8Wmn z(EC@+wvrhhXGiVacHj9pBk{Z(2I->s*-f3I<@6XlMdSGcg7|13{6i?J#}Xv>sCr5Z z_2!ewvx{ottiW80)WCUX^&qaju?~!_(B6SC2i{C}t}t_B+Vi2#wTqGbI5 zrEqtglq&8GgG%v$l2`F>h#+Fk{iRExaY=e$(P6p6cVL!WS=`?k*1WK4ahiT8Vg)zS z5j0%fmyrqup5fqs!>7n2^?1LqYA%8hYRm~wRtkeH0dUl>=Ci*a0x+G@4W08A-wuop z8op1EIeml-h!Wrb%%(Ix)tYRS*c?fDrx~vt=Frn}>xL)Wuk~xm=Lyl2S-5jHK`t+$ z#-gcU`cU7UiIdrhY#M#B(#VM8f4_--&jq0NaW=Q(Ys6PvWSTa)W3$5(yNoPwx zCf@xm0a(#c!SOTKDFDO|6G~E&cyken9Bj^;`SijJCtC2*#Uh2twFGBAbEKhQ(W&dc z!+xzg=~pz0++J%G-h~5gOI{1i{_+&|*c|*DkSjaCw@m=`Z6#~X+AdHCsy>%4`|WQ` zTlwn=2mc0jrl2u6t3;djv*V4&zhQWMY|%g%6A=3j%#duIpR1$5l5UBH;O$|@YQe;Tpeb%WQtb8Y@x`R~oZV1S}FF`cO%b~a*bMeQM59a`k z0CE!#m&#i6fdXxKcGT`JJ>@J84yWMUTj46NpVoyuZAYv55$Twiaeh(`9J|>i`y1Ss zpOw#XjQ5s{a39XxF-@&A$v$C(82!TN@xw7>5iNHP1VnzUe{RUwx;q9NJ>!Fn%TiF{ zb>ryx;Uw6Xd7jEn%0S29d07Ea*}M=60Q(o_)7`JStWz*l;YsZjtWn-Ooi!ILn$G7V zZ%dm_N^DWa-DT_g*wD|1O&7e8z=(<#7xp8+umasw20br3TT?p<@URA1y(zyaD5j>9 zV3`dT#`+|={e!)C&CNnhKpiR|hS}187M8WbS#eb#qG@O@VrN+K72g@$X;um_E_O`e^rR7U+sg$Bk2b*U_?)S9hE!t=+eV=xVU=CMgq z$@&JPlYUZ!Mp3OnMF~ku+?$%6@@jIi`6Od{#MeI3C3V%6yQP&WvlkYAFQ=h_pBme0 zen8ceEK~|6i5Z6*OJ8fy&a3RC;dCQ=!zyW%7Dvb0B)=%aMdjo%VAK2M%_?tScLXpi zV?VHOJbUFFl#R14YAFe6V zc-iMB+K}fQp&gUUFs$c^H$CW{t##LpP4Udk<69wn4xiowhJKkEEnPToJ#tzM3D*ri zy?a9^XktOj`xq@aB)QTjGt$`mL!e_<4rZ8%U+2MbJPrdbCSU|qiU*+oBnP#&!OCK^iVtavkk7HhGI1)&nHABlJA?nvpW8g z2}0^_-1M!kH1yEFSfH#-m#K&Mj8?;gYk4(A7K2K0zL?#3$0@B9-2pnwJW$9Q3<-l0 zANeaE)*GDFfRa-vgb7D=RYc2iW*Y7uGopEX?j6?$SNT~6aow|wQ_p#osM<-Wt<5$m?RkpCxLwt<7b$WcZ7}6 z=PCwxew4%u!GSXhegFdBpI0k8hBc{=z6Tt|)XJV;LQbBq**Ns1w)tV(-eNnxzCZVn zuk@I3U!K>ZU}e@3Os?Qb+OlCax&q9mh{>fqYf)_aq#Ym3TQv`4-6H6^o(6jusQcW; ztQpYXY1zpy4aaw1nH6i0JAdkYr|+8Wz&x#S^;j{n3NnYj$N=A*5W2{-LD&8mk_tm) zulby%K!OT(pVSi-aN#zeltRE7=^sFFdJD|vWe3>!>%Ar3GFQJn#U7}Nhf=N$NmCPr zAdf6W5iN9%0r3N_vx7!{h(UeQo}h*IhSK<{+Hjd8UwopMg{ZyIwZN-5I~QN8+tBiG zJeiOcSPDcL8i3?UZn~a9*H@k1b=(7b(LeVAcDB{uot9NnM*lKPC_Kf<*>oK01mC+2 zXrHfmX;mOlx4W6PK))#92PBy~y5A9m9{j_b1J_o~m<7(*X+8f!haLVE86jTg0U49sx;96C4)x%pv>g9h2;`^(rm3Q#2idBddi9KArJ(^j4S zooRC%ExUoz54MzZGD`;z%< z%Hz43o>UUP1h2|ta|g~#F1;s2+nau;-i(1Ws4Zjy=4kxsLmmjfh3$JnTlz@{dJMaL z)q;so6v?1Z-@LdSntr0HW;M{d$7DGqSs*kfyf5I-b;N+_hjp;!t99R)=fk(Fc%G&- zRMWGa>Zuf+#ZemKGnZyYoV{0pR5isu1qs@q8xt5p0>>_J4iqn;HKfxI^#=XioBB_u67obr53QBS69N^=<1^+7>e?f7p}+( z7A>GSJ;C$uG>~%rl7T`wQ3fRb^FWnfSf<} z67cZSzw!r_B8A^iWoD%yXqyyViW^5&!f7T7$4qDru#3;f{m}&uND?MW+%~a3Y^FO; zDDoYXO2+p0-GIRdQf{WWg@;~WhL}nywktrQpeS!UXnX<1_ZIqBNi(L)qmi1hi4A3$ zq7obQ{5p~^Y^CxBzd#7Ayh!YsV2sX9M5A`6r#3nfwomqwNwbc@6Q>2-oko!eUlQyq zQxzBCoZ|Pt*Cl}xm~!L=_=1P>Vtf)Hhb>$<%D#sFq*7vH-pF0udZu@+yiV;%hXHsV z5c2@PUp5#OWNkfN@&ZyXMgi4XRD_PCa$QA{a^zTpuW;$6plPFV%LJ~|tRgZ2BPsuE zrW&+Jr@_l2&B@ z{0SQesGBZ1st0}u^4`k7K4;HV?g4bp@~6imMKg`phribNS(o?+lH``U0gp@Fda$Q6 z3=rP{(Fkc2`o2(C9Z>e&hK2%R^?hzi{T~$@^KYH5?n6gVqYG#%aDeT* zT?;A1WR~KKk7jXZrRptJ!untisYwIwze)9R=>x3^~MeD1AX4RB&@5Xev(k^f*PDZPrOePC@BkK zk*&8iBe&;A%r{0{%XlMy(w-NjmfE993tudHlCgryobBE2?$lVJ1fX!^3YYyU4jp3; zJT0ifagsEsOR^MlboPoD3BcssAx%X75#ztV2tkZjB%VP16onI%&?p}+(}C!@T@scp zz&4o45d8N?;exm)7t_ujXbiFtXBdYS74w0OxdT5yc)--(L8T~7N!+SG2`kr<%2^ad@cb_HR>R)t7E zveU&xWNTd=!cU7@^0o*H)&oJCdBMl$zfmI+0pn4~WFi6^vF#Z3Vf)Y{oXji>^&-<* zuC{K=ZC=)Bl7UMggs?8WH1poh*@z!m8FaT`{FFKxEaF~I2YoBk0o+^DW+vPR&EO7L-$tB`si~6{oy5cg!{6h+o|2 ze^ayq85px%aiX7AS@XWpkjwFmhpQkQ%{mmDQM>S_2Fl#x9{}iHPy2~1KvA#C_lEv( zHo7;bIls)gKuc8z@{l6x-T`T{;KOX$zkx+?mV#gVq|Li`h#vIGi}w_|WCvfOnnQ>J zspzH`Kf~Gu*GLecySdk9*`(T#;MPrU{8qVA=aPk|W5|p$gS0oaf4P4D@qi(1WDbn% zYku;|4w4zs-39DxKYH9^}fE|lo>5m_2yN1e*^ zstr1~*GhGdHq%fj!1q#?GRVm_6@j%L*TUKA2f<4cs0Bpa(J&7S?%LuV*35xfLhcRofvJe6x*ztLP9rlY=aYimXA`RqV36tM%QyA znuBM;1OxIglD0pgQGJDCluay}9#U5##4czYXsA48;uaCaFsO=O#ntU+hmE1$zj}Jw zy1!||dUh~8M3|2^RMGqCdE-SmO7`LQ(!lp=W<~vba)Y$Deym*1JC__fE0;OA4OpFc zaSgNynv>0X7_n)S*nx&`i27A2Dyvy?4r8EaJpgvRn|3pYs&6ogG{d~p1&`IwZjifm zSlgjS^pbAV7cmb9L(s27IH2An^zisVR&>I7$eLdGkf3Xxnv_>`8WG0zZ7PNAGeq&( z)_g)&cJiC9^fHYc#nwqHXnas@tCyn*%Zm^-jA7;(W20t?3h=#EK|cG=trx-k%f;j1 zZ~&Ul6Ey}`w_oLoXDyKSK>MR-T~6K{(-)W^cwK8b4#9H!d<-@pU$9eaAkfZ=bOj)= zr5bHL7GMf-HfMbejifOpmYFo7vkaqWVQqK)U=a&FI;HHP?29_3N&CcT4DS;D?gDjf z=xKI*fNqIij8lh2CtVaX{A)tPNA0;(X21q(%egjc+LQAJeg>(#-3*R#H(ZYz{!t_1 z2zXfF`ddDWOxl-Xu&rXUnZ;YsL+;;_>MUjXp1dTx3T_#7IqT|CBcLU^4A35vn2*)k zM~_yQ(>^&@YdC+38q4+x&Z|<1ax-wVGPK`*6&TD0)oq%K2y}{8KM2im-+ceX8pZ$O zWwSCe{ui~z#{NJ2TELdpKg(wrsry3xHUXxYw*SHRPmu`iMmXL`@}JCcA;)q;Kkxou7B-8CXeJbTIT7r+@MZ_IPe%XSHk@K)|Rn9oiZ?{1v|NHeSRx(4U_`TOuLJy{}@ynSR>}o4+pc>n6TzpGy z)1>(KTf8Gt0l-_zdIdo!nVQ8U%G+C#35Pco>tF9w)ersPl4`5wA#$p=&m}fW*WAAK zf@Zt0r+}5iCkaxtQfE53I?y_Wh^!DcGP$;xa8udo@EzDf1ruu8mjNZ;$@A{sm5ugW zu#_2pVdA(~?w7Cj@ARKOJ|?N9{hYKxEA(c&2v4T~09GXW27xe%Bt^}{qbVJy%(sh? z`@X5FRP)xd2THN+O}iLB+LcbH_UtxU{khXbS_Ue*9CT!GQKdZDXUNr6HinQ?g3E~s zU6@?E+U5n**TvLysdRF*nLx4~G{y&eja?AIjrI;?S}V0BBW zi==WQ0Ang|)twu`Lu;UcB7TH4B-}t2CLxl-_f`Z}%OZ|Fk5jNX1CtTDths+9&^5%g z4=f5_aycCFwDJLu8U#NYDV*PBrl1UKVZrOVYAplgH|^>qL{vBnd#$~jw1No=ts>|A zG;B8f>r3_r5Do|RZ}?@*W!UHY6(uSd{K8QRKp_-_M7e6s3IHz1a|5n`*hGSfwz#?TkySNUSE>r;EzpzY}#CFW|9G?x^lTynhNUD1J- z@X(azxDwUx-6;NWYH^L+@)`YsvMyn8UQ3r02*lpKOELyQlGzi8GsS+dAgB~aYBhU! zKf6hC=NpZ7h7O|}Oq$#&|TmhdR038jm} za^H`?_}LiAz2PFRe}dD(2CEe9XP)i{J`Zq7+~P)JrD)_|Df_c=^2~P2j3;u4--B4- z$%nhZs`q1k37xo6-cJQ~l;bwO0v2(70I;I@^|Yi9Bq4u2|M-UD!VyxpbIysP-*bs> z-78-ZP$~WL;!e>yz{&flKss$c=Scbru1qjbQX?vyg;20W3A|1C#QbY{j}(TJ^k7Ky zAT9R3oyOVie`Pfiu8_iMaxNQm67%h9f7+Dyl3225p!5}%GxF@PmXWfAUiRjDEH$W>Qw~S3t{b}aJH8{+I;xSOq2Y+ z3<4dVTHo4eA$Za<_9%Hj7Oa3(KtIsn+94m{r(Lug%A}yp?ns_r-w^hh{Z7SO)T)J0Q0IUNo9Zs}-r!HWWS`GXVv(NQgSW;Zy5lXe4gzDKLY{WEWk4x zo1jO%gTHp($JWSxHnU+ell7Lr~8>)dZfP;6vi#W zEV!i0@Im+E-tzvE;fpXgB(dEkB*xzdA_VpGWdmV`Escm$T=*I&1@twS9a9f?segt7 zk#ZaRFs6sJDn1EP4jCD7pW=hsPWR=T6DFnYs`_?=`0W)sJ9Xn5sDcVMC=K%Wl_N|K zqWm#=s5}o_Lc%Zb0P(7&!&v8Y;+r{_yIEr@mIk#68}@&FOjzuWY`( z>p)}mr+PhX$5$IK1nds&IrMmbT@vu;ajWbx;EBu>%ncd+rYG(+V|qd``S+ritDfxDaoq z4n#jm9_^99*s@6&Ym7uz{A0t5VVZG~Fb%n#vFzXc0Q=XbA)f_A%zJrioeVn1D0}Ov zwWw*as7?LCH_5lOdr>wD#IAKzGv}CSndfa~MlTvj+1CMc7#YhRx$x4FCZlAv;Z1=07_qM@N3U65o1@;@^x@^!xL9L0ZB zdc&RmHgz!ALpvPWxvEbHyF%pZ$ zsPp3r!6Qv83`G&!h=7UB>o1jGB#}S8XrNp#U~%8sQX?j6IBJ@WdrT*frfUWVl1ggw z_rs`Aj*8z;PwGIaR9=|OQSGiS$6&wil(11!ck76sZ)fw!wgyZT`>$%X_Kj|2+&=~= zYz0QCRwF4&4^flnBsHH%pg;W zH@mMrtToFQUO3OMmr$!WOnrd9Z$O3T%_c6G?WE#fZLd$?WKY=?x1A$Z_=k#~+oTT2hIr zOC`cmHiCqABkg2PG&x2#SbOG?0uQbPmu{eZ)a z>4`RFih?^qz<{#r?J%ERq>d{mKtCiZ{P3%6(;1wYD{?Q5xojUa=R1>S&dkr>iH*^+ z_sv>`P)OIh_ZbBpl%oVc{Eb?(2ey%z3=~>+rGx8^ZJPpGPGAq}ajfsuKVX|41shWT zFPk1UYYawmFDV^5_Q~KXcgxluMz6;t{F?0)E9ovS9*jnQjIMB-SropZs77^ZXy9^M8n*;cE`AavC5Bzli zxp6$>2QPD7C$m;yT^YO*z!BWMbSruC_k|z0|(DBDcR(lza%Oxt~|0 z>7DO&cSurhUIgoe>{d7YSo{FA2De4#*0M8$I3-=AknbNVKq+vI0hA;3u`EVGwM4_p`RH zLQwKgg5L_G5YQGvWhShXJDNa5?Dn*~QGcIh=jen|hKHRdlaKG}nb?q@$X6mQbbk!YY$7oHg5rKSsKEwBVJeR0(el2ajqugsvU6KV=0417BLf z$sIvGSRvr_Sa$e75b6OD1OM0MV`chpE*}dg+yC5d0!(RX#cmA$hsuWdt_)p=Ii1~L z3$rMdMJR~KvE3+m@b@oSbqc&#wbXd^k55lq+`c`PlC*LGgKk0wi_@`okCQ1bgKMPw z-BjZ0kB{%i;R8k%15|h;qO*fnOBhKNm2VV=aXcwfiD6z)jA1&h?Mq~C>W?;=b9&Ws z)X;V-Gr?AsS4 z9x%V~D`%T0T8LUAlcC%(wFR=ljyj^TX~y=YgL|jFWTh^QOks0^oF-zJuURz{{WYG~ z<;G>X*yGK7_20B0Kmk|nLE85siLEjzEiy>`uPuusGZ2x_0X>O0@(anL=+IuHG=>Uo zUYV&F?no-XRSSn&HtLuw9Eu`_*Q+PrGCi4wI@QLgu>Xvit_m~pNJq6Jly)o4;pMuj z-3hSqVeL2&$VO$LgiNuQAC-$jUj!{19ZE_eXVZ!vOJZT|EGcOOZfey0+5e@qMQiB@ zxC#HREvD<5kEKVLr6AT(ph$%B=PGp4m3*rAG=K21l=UZ{Al}Mu(WhjUKTHeWJ_>ORev3cU zY*UsZiD;@xq)BE@NIPg5LqkHzacufiMh?YK0?Nbc(dHEJb$q07;S9<#agIt45KGbB zMR>7DY#TXNTv>weVVD0jEwC@V*nhJ3!2Eo3uOi7g9m)`tQ{ie_)X+SPb}1dU=Hc#m zUspilF{EBCg6=nhOD_$R8o8E1dG>i!>cwz5#&2FL?wwffVtcEejE=WaPL=vJ|9PRO z%ZQ=3V^2@cqNMqow91M1XPLX$2T%$JJg?Nu_h+E5C6^Dj9i1J?;LoaQMlw~&vXH!B-^3B>;2&ES7*O;fXqa~fFwwSr(qdiRRiwqeymm6uq z(?>GmL?b6*h^|rV09UCy!1$4*o1(wiOg&hUxbFkoL&%j10r)FTMm$c%5O@ATpY>?L z@c>EEXSB<~V(L3yXIFCAAcwq>q}6&o^5p=dFwkLCFvA7qih^8Ovi5Lv#@QARjGh=c zDQ=N;k<4%o>mY-I-?ESIR?%$AN7Z`EYI{;2Y!#VkFR90Eq3h8XkevplikrRaTuKe+ zJt)80I~E~GvFkvZtq~XWPKqpO44fP;jtd-+6-GAzD{3N&UnMn-rWNIYX~;~@jjlyh zfO@=|IoHwlE-pAP9PG4_FuxYUfxH{0v)p(xfYjS5zQ&s{DQk;X3YiQa4jW~8&A$$N zu{v7wOJ-oKG)^7;-*p?IA?h=jBF9V|6^yE7;e{i0uJRs7qu<>?gZHXBZBy^DlwC6g zfFu>lmOzu~zW~1IZ-r|R57PPC9{ul5hfZM97I-9>LNnvp*qjs3%v6i3od{Z+b(e>0 zpx0CA3+vF6;l;>6Io-;5A_kSx3zVTJ5bQTXeRAd{ZcNX9z={W{=#9|HFG6F2qBCt- z2vZE7I38688Ps(jvD$2HIgrr$KEsl=5&-FkKkqS2Ca1p$#mG20mRBy-E(ydSiwc_| zWWnZKEhX?wP{h#$x7JVE)vlw)mc|vrKVxXCO0Vc6w4Y~FKrI8b^Khd(*TG}2s0Io? zD>B$mEYr^fK=a)9+>O_}Vf7n@#?dru3$dhvY*ohWu z?z2O$#XA4XmARZoH0F=)spqEPFYy@Uf)y!Qapa|-0z4_}+1fd5vCt~M{lOO*TRC6d z-_kZo0CruA9HMID^mhXGC11P4CYPFJs9U$x7CZxj$wB84joC1JEP7dF@f*}k8>aBE zm_M%IwI&N$B&#KhU;h@IGBd{A63wDnZE<4q8iP>3F!Gs_FVc)cHaNTYK0}6nGWOK% z!(S=MF}wRcM92?YdqhRkm{A1_ZnrNM4lWW$c41n0kTs`$A>OSO}1 z+bN?J!luid=&i7}a?wHj#@JGj(93lo%AJjoIf^_#&JKDWM290;np`;}h^wib!*SG=)-y34ET8oG%0=p!Y<) z-&A$Y)L^bfpG}eNGCW1_*!ZAXx9(>3k7q`WH~_58zVM`wo^cHVLu$D;H@{fF@kUtmk@*sCVUWtx=AuuCSK14{v);KFeo+p{e5c zdLy2A(Vse3Ve&vQ{G}nv>^#Bc&KAA$eT5P`-}LTWz(u0>QN0!q6i6O*Ay`$XGMckx zu^`IG@o|_cmW)H;mwTK&6(Wx4@_9YF!{wIIUsQlzao_WFWzL*G?jTc*az90Y}}=}Bi{~h znQf%^Z9M<8Q~Y`8oOxcwQ^k{UXjE`Avb(TFXpjCkmpJPCL^m3+9xBYrB_X@PZb z1gz#%qRFOz%WHe(rdd2n`|>(Z~W#vMES=O{<|4z^Ka?7uit%<^s*?6 z3ppq@dpzZzJJ;k|llS7$b`niRNr0#o!4?wTlC{*Z4qACz8}BSJ1@8UvwtLpw;@!da zx|h>YFYlAdE}EEpFOBNuc}^1Wha3h+rIT~rK-wvJoSU0;b&8t{py{Sxe94_fszpnp z!deK(u6#>N{Y?6F7&i$4Ti-O^zrVVND*yH9OJ!NLbN%Ia&mcXfM)%l6b*874CvK@y z0|b}O;N3miK1m2}2KCPRhb-n})7Rl;HRF`nadq>435JIk-p77~mQ}CtYNka_;X=4mK~G^dollrx$i9)Ihw zicumT2Wi5D%0OWzVzC+hX6=dZ6xkID1;{YYsxZ#DLs~`@gbFm6A@>IZ8;>oW+{Vr; z=>=hq>$9H)P_S`eAF954`%32uU;McF3j2R-y;E=|;nu$$+qN~aZQGpKwlhhdaFR@H+k9f%wlT47C;!>CzpD2; z*j3$CeQ%}dEKkot5f9}P3=+C3@xe^DCP z-EMfoxFR@T1rxS$Jqum*S=D(x9$a7b*g{0&n$wxrG)uyjEoqpGEx6P9qIIJ3Qortt zT;QHxqaNi_AC!~9#>XDWP_4+3;o_qcM0E`w`s(cW%t%o}Y2Nu|2GtS&zU%TcE`d3Fden7RDCuakCzSvAc?k@YHmQ~0& z;$Q5Ln`KFdM4gCAC(JchfP{0E$nq3om$kJ3a0hhL1FuNOq{6r?jG_cG}$nmbJHtgOQrDGjR zS`$)^=o+n=C@dLBnHRI`0b{cAhB$5(MG7~IL-B>P@NSA=h4c*f!FOM=kK`L-5S}ov zrthO!L}d+cvy9$^ofxUoPY*G|${|{S`_0papTZ_MplA9!HIy>6;XnEaS3||V9(qpgG_%(IxJd}xR<$+i#H18gsuMJk3|Yu+*W1O2PAQ&v>~K9q{!H?plxIuBo&~E=OF(-RrQ5?|O{b@1pCzh(_NOO+u}ep$ zkqwtX4raz9vjazTgk*?^0~(%`{6~Jvj~}=t6s7BeluOkQuBzb7;VC|}O{{0)piaka$LGoqJq$(Ej$W4snnT=_fhVY^aOsfM~ z{C{v-&9v)Yylc#|uwqGZx>Y2Y(t~r6Uw~VFG6_V{WUo9>@0ppn+-UF%xdK4Wn9s3IM_YO+{@q#u##4L?- z(+$=?;a4g})e~r1sg!>D%QgwRBoW!GpRrYXTBig0-49aTFE|)&^1IWpd9OS!cbc<* zZ-gwm@P23cJm%2b1^nq!n<+&BKN_92^wgY7%cr?|~b3)9Qw>P%##WPC5}y zqFi`=64!O?vEZskopoCg>`zc?>5(d8J~8R|)xZ7uVI9e0f;$@uC@}Z=I|kMcX<9L{#+#c+6#VQF-9=B+7A~64viU^!!O$$l=Oi~2elg{2p_<1f zE2%DjVH?$KmVq9Fz)kVK<>T?Q$$#*tP{jmUwQu0|JN|t&z$$>ycM4o2jdN2|M|(vp z!2zM){)4AgRrBT8T@xfANR6dcAIrn$s$S&~0a5u6-Y69f5QkAPR2()% zdVidVCX*VJTaciq=jw|#Rn__}^vzs%Dx+n-Ue%hkurPkCKpXN^bM1X(Vv zcLTvCca}m00E*pfwTwBNk%zi%@vQ^BFMij(x^_`X`lkP<76LPwQq%QP&T@d;j9j*? z#wMYGXR9C$a}LZhMWn~Drp9BpcM6#xwDvblRn`uu!?RZ}?p#*vMuc^~nF@^!KI}d% zG8^yN34zs`#vmqKhf@?_G7RU8k-(OP|0dG=vH))#u$%+9o?}#Y%=;U9SMJ~;^bq@# zs5#|#(`2)c1j+Ozh3@BX4Mz)9kyhu)yiU!eF$W>HdN5t5IUlkn|Ea&KgbXcz#|a+- z)Eqag?7+&gXHzfnmi*d1mp+X2SF&bujMW#Xkv$}rP6X#Jq#Gl<9E>lctXzOr7IZ(Q zmr3*a0CD%#eJK7P)f;Z7aCAyHH_FLZyFdb~MfX!{KM2=WxdwqF93LE4Wy_AX!`XRk zVhfBzDg)n&^3cZYAJpFHSCmpI;=8>^91{^1UAPT~$gXwgl8ZLTFqe&Q82{pPC-}v7 zL_oBqLet(gSaq2^`bng&0XAgOg9KH)tRl+T- zyvc}mQ>jycz#`{*E-?1^FuPm{aY38JS@S!E{U-sd^-_DJhF zK%wo&ox+g~+jG+NaDnPdWRr%ay=Zzab2)q^q}MZ=r#$x|baa zH22hr+rq*NB`bks8`m>&&>Aw|eY`M=uVau{pBGle{uQD{QWW3vuv5*gw4DsdXXggLJoYK8#);5Y;r0E4}U+T1wv8 zuYA|d`zXgdaOG^a{E%PfYgF{_ck_mN=H7m}Oj}$7{d~Hf8#B?us{cMJzbI(A0C#zK zAa@RN&BAy`(@2Vl-yRFG!4*jAT@_0rxk0?uM1}B)2st&KQP^Ml&RP-}J?|_M?YIaM z&4u;K1^kGT1eYimNGMGYOywIba9ac2A?52NK5&WH&n7UdOYcpE=NBHSLLoe%xs~RZ zUPoi`eBe1IF}o_LkzoUl$ND_`fFKyms(+9s^>bdO?XJE0&hmzFrS%O%=*HOlcc)NG zZ{6x$UVB4rH~dEU6Q|NXU#RVzyQzxmUtfM}2eWD6@l9t}#z(n+0E8((@_Sna ze!C%=8p8yYa!0=EZfDgeCxH#@i&a+$wubjjMsiPf?h#9{X}%8+E)dw?*uStFds6mO zYU?mnXu1Gs4HD^P`)$uE`29ahQ8sRp z)cYI>R0uX6*8i^@?b5Z6-E2nvx-zUYggXIY8u0w1c%SdEPa?4ZaSQrmrzpTdtA$#d zPM@NBCe?5oH(@@a-oxExzBfRt;Dwa{Dc9R#v@mnvw?ntL$iVgaIksVEyxjm!o$T$@ z0Dc(89Iks7QH-=$9iJQ` z{^k~D3V7{;le=)Byv(H&F*6AdZ?33qsNUFJR>5ajTRFkn;dtN0bZujp^}5nrhGc#f z8RM-PUs-(su)ecj^6+j3oC<9&M+37hJLqZ>`Myh<-!J}T9?Y$@|Hu*)M(h_yhfh>Z zLN9bCp2yVbE32*G@+FlxYS371e zNt|XHAEenVeOvz4ba$N`Cp$3|dshp+^W301?|5|r6q_X^mv%m0uho=qe6`Ut*=V?k zAXwJL8I!7Zv*e+T*9KB?D)iAr^!?PT^k*qbh_$t zR$7hhLcPO)#~^jdc!?~QZ!ZO?XKs(Ea&w*$M!4NQcuA5tLdNt=Gp(r#i-&p_+#>R9 z!1dk<=#$#rXwt85C7)|!k#uAA&oq8m9tNiy{}PaKz0oKECTqTR4Cs1P z6m9|D@6f^5V|fK^4lu5z3h-~^Dl2dcKpis&KpHP_2$yxVZs9=BT~t}!N`mdoTg-Av ziJ^^M?kOf@Dd+EfEt$ug$hMiW{z;?9ZyAlr5%{QdLh#Qlww3(BZ>TmPIG0RzQNsDd&Efl*vrB6=pFopj!?C z6x4}FvU8um#RZRum6_6d(>QhPCf*0VfIxs`oBXwd9u65ADWLr)AybkvjMMn#J3Gem zz6t={GsaQ+g1VYsIz?U8n#^Dx9L=to>-WM72(oR;>mw#>H@VLg_NHiXI1+Bd`-Y;g zdQrYmO3xI{NOE^y(R;sQ|u?C^uwxEP{fq)|;@$0n!p(g%-E;f!vE6(B}8 zJeNIoiW*Y(K`tp}*Qm^S#cXEY;bF?;ks7_2UbhJxy@OFRG%Bul{vhZHJno?9CxKm} z;$fdAs~xn3&8^_K{a7fc*Ku_HOgT#e*Px9;|MQ$`jkXthcdZBd1||vp~%&)bA^gV9(8vCBywEJeV=@? z_zPKf5lpJ28#8R{+k-wHX{n=xpQK`AShd6OB$@s*_!c`Gk5Gyw39obG6llCDu@2U4 zu8kZ|5HjUcftmb`-)xYygi$NNh9%e{h4|#yi$*5TWToqG=L15Trvn%w2eMt?y|r(i z7&nd&T>eJr!n7XH+$Jdk6ym4S3*y8dOTuwkh*(V=?+XO5_;NqTD?54k-;Pa@oZlSu zktP{^I=CTAiby5LXrQSAzD@}x0~SX> zF+>&vRVY$cDT;c4reT5ss1GwnY>5bV)HDcIBeOcV$u7Nb6YeYJu89#c(4xJsYKWvY z;}le{j3Dm5BR!%xL<9x-51PnkZViM|H~kSyHh9UtD!RD>#2Gp{6qDU6_o;aLm31G* zq%e0JZRjCV;3oKB!E13`rV6BJL+jFc`WU{`=B92|r?56a>W&$y2C7qYu?ZY!Y``Ko zjPv?K%5c?3zmdISB?$!Zs|XLokx*-) z&7QpcO(3fPa3K}$_x^E%bq#WX8A(RF>VsX$kH$!7y%o-`pg7K`V*eW70itj`U&_v) zj=BFRMmcg*W@ifi7d+95cN#HFXHv66ivmr~(oy4b;P+QP32}f6;i4RtPS27%LKBH6 zm$AFG2mL&#aRw;P{3mFG;V>rCO473MH$w&8&k~8(ym9>IIfOF3wj_!;3stPqD!D<7 zM@%}rbqF^nntxCQU7_j;?<+!YYP1+~@~&)XY&zmB;H5GIUz;bGr}oYW8^ko+O8o={ z?agHXnkFY$Z{xnWc7Lk^?TJsw6avh>%l<6rpydEpD9;OYU}=R&4I<@l!Rk-G;p@XE zB1kHKi=!};p~wbZLouRwj7R~k@b}0!u3h-XzxyWQz6X$R(1>nH$^;3oK1@vasgS3( z*7VDc+Uos&?x*H^f3ac0Rjn0zUvL?4p@%6?9rU%RAczumN6))!pFCiL(?+9F!4 z6UqZQQBo8l|kQnUlGnQ!=4g1O$dD}9c$OifP zhxUc(a2brWvI^`HeH`h#=&)ppx6j^kkOKG98N<@UC(UwdnCZYq1in6^bqEXfZG7)UBY-tci6Wqy&KpZs4sExm=U#hW?w#H*>jQH>s zpAb0DeIdpb!bm8%%uASgbxQ0%Ed#;JM1h_pU_LD;P~f>vBy^{MECMU zeR0lFZb0lsjE4Dd*%B5=vyJ2V(TP;c8B>nh_vZ!?xOyz;j>15`^D;q$&2CO8#cu$s zR$ppSk|wXib3}sh^z()W3dBVacyNE%knc|C!jNOcNc3v z5x5({*EJKD5Sxy<$Zau|f1?e)G<@)*H7;~VMKt~Q4Gr4WvqY@e$y9U)3a-1r%c8N( z0E5b|Lqv^sY?)~u4xKdy+i&LaUoN#XLO$%^0EWaBclSsdeau~cY-dYsBj~?UEx>8S z0mybk{8%=?l9M!HV9G0?Xvj~K{Zj7?VUaG>M^;+3n?@xgsDBkNqKZ^aLm;50GuA#8 z3PV-2RlxciGXXDs)%7^XPq$j%pVwyN&>lNxJ@N*=qm;hiAi*oY@b=K0C{4TUm=&#Z zl5QSNml*!FXvC?&*oQo*`hp44ubxgV+~zXwqdT`pDlNl!u0;v(>^$cH8Stqwo~VZF z1yw(`Lo5KW0&C*N@DpX_o#+@|X0&Y(rg7^py)cS^+KFcjINk|n3Nv10S@G&|0dc`q zb-dz*gn0+0X6z;2cgA)KfpEp?UFAaah`YIed4gC0d?8`yx3*Dk^o>TgVlt9V9f<-)_e1!+ zSv0H2Dw#q8eB{_Qrw@^|5Eu>Gs|8(I(vXd^YvMm5nP-wnp!f({TyUrpCbXo|`y%ZU zQ-D|_Z1eg|;XhT(Q!v1$Rl_3$d*1@Kd=>`73f7y~Zo2^pK+x0d*Zube_ee}Y{g|AEyd8N)9=PCVhP`DJv}PtIbYc=<8b@pf5yMd1Wzh!Tb zT|)HBQ6&JkMP6jo9CCPlk(1>aDx(dg-kYkmZl^VU;oL>>`$D$A_teN#_I|` zDc^@z_{sWj`r!70{=S78Y@NHm;cH?Z^J+AIfrm^av?C3IT4rX+HE*;CxOFjslv75W#=L%zZ~1NdwaBKa_ZgnJcZXf+aw5<`Ub@p5T1@l0tyihYq}!_3NQGbBEb?5ITlVc;85 zj9?`sL*eK5xd%|=UGe?@Z_HsG%p6T@;MmyN{^RtaM&#uDKcx?A>P|Kk?LVI1wj;h2 zlK+Y!OROhTA!!&}7HANdLXci$a{y{-?-rz=a#okNmKLp9o7MOGd+Sf0pE?O#%Q@hy ztA={hEd&X~JcXl6kl3a!6c>vsV=<%72r&t!(O#PR6hra)lP^kp34281>KD>ANvsiM zF<@fKc~Pu6Fm4k4bYMdXc>p=M#bpFauOiVH+89W32?RuXI~2RckVIMD2&x4nU4k$p zpeQXxzs#VFf^cz6+xn;%g%^>UQ&#ZUj;^{qF(2bl$k0%)JDO|#b${WeKSWIeE*LhH zz)oO4E7-+Tx4H}WP~KQma3*ZhBt;3?hESApKw~e6%8(3maYh!39RQ1iZx=2ZF1r7z zj9Z42*DV6=A!(2A!z1B|^AOA>}vJ_Uhoq!|?yCGczY#*Y&)`kj{B#kT)6mE}|O&FS=V;f~s zit{*t)a9HYAj{d443PGOz=6_7$U(kGhTTBc=Pb(J0AmoMV?<_-WI>%}6cpmbwx__d z#pwwqrIMH1t4{m-&(tRZCOSs1d&q@2>4aAYNE0(u*~?GR6SVrRh#Hh`EVe-OcfHm6 z-T^8|B^)9hj1iM-3ax_E=+=Kf9KC&p58y=eX{dzB3@YY`A^??rM+Dm%>64Zfl}_tp zk=Ti+9X}v&&vwmuRuVDo?jq%s&c2q=-$=QQL1S@-cKEkJJ4l93c54n zC(;6wg0$1bdKh#4 z;_yysr5!71n@zMD=2dl<4Z8tToy2xdveSK97s0`Mi$ur3F}8O3D6QS}DrTMVANDfr zp?rE;0^ldwOJ}hb1j}-PYaxdATsOG?*Z=kNTniz0^YP(6k3{MP2D>#ZVUW70+cHq} za!3FJ)o}OR2+lE!GNQ{S^Il;7RfOhzEi7}`aLV6sCKX=ETznvDRq`*E!X5;MFPegF zT57}6TZs;^T$Ttq1}r){Cs@g-^C!R6EDp}d8(`C@;?RbU!xv&Zu0jiimKG^i-UV#3 zLdTG+^3g@4Y58_1uT0e969MMOT!X^a0;rClB5RhQhdFU!EO@<6gVLyKuo)zyaO|i{ zlBO~18-jV9N&G>zv|x2w;3AD!y;PsuPn@DC@u)qFuYyNAG`?v`KeUbAEWd&?7Q@)G zDuA7&KucRKFJD-LHeD)oRq}m$6(xSH=Br~2;jdyu2fBBz5q2uwe9v3Sa9Ic&;V=`m z*r;&&6P0yhWT5BD)JKU9X|q?S(J=%YuCe`GnTElmZNA9aYZN2{Oltvu%;DXc&(fq2 zJDuAvWASOYz3SwxJr)-!^4rH75am4BAa!v-h34VfElDJ`tvn`bm_r@h z8T5}lAE7UV?pu(#%Tsg zVKm7Pjr3A4v}inm+Eolh$rNv$vxQMam=E}A{>Y63XiA4cXv9t;`D|^%9eP0h5kP_d z$bXJvK94Mwe($VV;1Vt_=G|$%fFkXBP$e{`PONY7CV5Q zt6@k=ekD8!LnKtQ$9`8_yF4p!c;0q*H>r`XqnLs-an^bbi}Vei`4_)9H1vb4j1}$~ zv(BFsX~hY&_7abEGe8m6&L2(g!=YlQ6(@DjMnLrSLcdoLGveh?y z)MrZ(7+Dv3sr_KAWV*kO)vH4o6LJ%+x<55p{QV#=zuQG5%To9oYc^hlc8fA(bp0o zt7b9pa^8xWQG$o?7o-9T8TvIgT7=tJ5JJqM#~vH$%@>(K<0F6*63{^RFVF8Yf~`Cz+rNhYpJf;^rk8|i-c*aW^c|Tn_t4%c6m5-b23 zO-u$=fu@8F`Y*nB`|h-0vxV>^rak+W2O=d-f>+$z2iwowY;DcF+vz<@0{Np)IlV zTj`svZ>=fGZKManB-*d9^-D+Hz&4)YE1E5q=+l`WdHjINOa|J(Sc;eMl0BC{Mx6s) zUx1_BD@{J#R%3n>xe%{Ed``+7M{nj%UW1?Zro`1pAvqT#qT&9+E_xuPk1meZ|5qa= zeoVt+bN(;2JQv4*fydRlQ=a?Hs6E$)`MTxLnlRm@6Uo89kM)YV#|wVOC??Ole> zDZgHZwM-7V@0V+`#&BEw-G6C+rhMK_ls-zzB>R=0={KYZz61J~@v9}CfHf7wdo5pe zgF%z+-6xeLe-BCkn*=NPRtC)*^^)z~>#23GVX?Ps$@Ur^b$Uy;-kaFEXH{)VK3Z$} zn;MW!bVwt9kLh%XgdhIzGxu;k?=nu^tn{AKdv_4kQ!pi2aw{c8X|p9&s8Nxywv9%j zk<$JKkImK_E&yUpMY~lkoaqQHFoRR`BMJi2kPSl|-KQ8ha*Yf%)F%poXVXs=Q z3HKTXT@_0=WFlj@SC3)M8MqS^&_H0D6^S%Peaq>wYcYWkgt)(rsla zX*aKg%C#dMf7oe4PcS_<)psr)Z-LhOuTK&Es29?KBzzvC+)?6oR&EG|Llek?*bVVxiH@>e9(sb!Z4r30|=lkgfjrjAh7KdiP z+s2RSrE2k0R=9V3WP-|6AsF@KO!*s%n zZD#ZQjz}`F=V0h=#X$}o{Y!zGoBQ@}slZpG2e0jVhuU*^Bshv{jeCy0?g#N75Sb%I zE;xyr`55Fwtm7B$MGenZ9ml9>Z78bPR!n+N`qcM|)0i6rd()|Wud)e$FLJMr5Wx1n z4$Y}WSGsS%6R4BHalF5$4XoFFmF<%Req`95tvd-b8m$MVV&mo$A&1pEYYGvZ)89Rp z9s3QpuzZ5uT{abzyfz{9egh%3f%@=Hen4-~s6YMs*Dcco(!Q6o>|5m|C=(8eaz8=h zFOatcWn)0NF80xW{dO7GG{S7-D!`iF|KpXA{o9@JW=l-t$vhJQfq2`n7;#IEaWU!Q z`PuoTCSvA9;{9R|lLss_AJv{@u`h*R1GGs{ZL0Q9`-zf$-8S+g_=A985Jg@lP!Hr2 zzBR{5Va)eRI;dH??P^~W;_U<$;x*m}Mk4LP+P*jLTFKnE3nw)dvpawh51xIt81mI{kVJGA?{iLBVxT4!RMQG06fze9Ic6*r_`G$l>+C^rC?^x}R|p3u>u) zBy*7dN0o?dBSn-FBF(>ZNx=<>!Y~RS8=w8!y|qT~GKbm)}t4A^N8h_Woj=wT!QMWH5z=D*xIxSi3%^U832ftY+YbyvxG zDv%3Kg~harqT=mC<~24H+|_NnE*tVAKAbiPBIu~+9|rDx6{_5rVGuZv7VM2%Tlg~K zp)GSlh$Xe+A-rv3 zZUHE70Sg55=_A5ni$vgnog~8o2yLziv=8!*{?yJCVFi% z5t1@_kU^e)_HLLNTTIJh?sG~)h* zI9Vv*z}%rH=#($%u~t*D9kBGdnCo%`U=&lET?6H)%CwPR1WD5q5z2NQd`N^x0n7O3*zZv?T(YM;N`65QO$(&T zxT7;LgXCcG2BC|3^rW)!ME6bZ&}h0yu=G{$s*kaC8oFpGw!ds*cd&XeZc$bAZ=v1s z0)7(IUXJI-Izu76lOU`}J#bUR-oUq=83(Y?8}|3IKqs+A-lt)3)vgV6x6wT%E%1{c z_bJr60-R$FJv7X0urb!uDB!#Wy|D67sd?sGLd0e(cb*QNV0@^jPIsO6%9YD{EuJNs zgqjY9^9%lB`E|MkRMXMsTbA{*=_Pe*c(7!K-JZoAfd5}@%0G7(!SDENew1Z&z1&(w#AkJXdvyuMdV0I&QMZKjk z^K<2}fElH1Nu=zGz(pevblbvW76Y^R-BY|7C%RXi5puQ^w;L*J)64JDUf-uiDo0Yk zZ;G%MJiLkAk|vzeJN)S8N4lxCnomFG3y7mkk1m3Ns6`HPXQALM4DaJv?v&0McGb*a zf`B^#{uDV)IPeK`3qi^v%JlStzlHyZVkXn$-bm04-IyL5{cFX_BC znKk&q6Fs5=tszUS!%jq*PyPxttWoE9-?O&C}T0gzvujepVZq% ztuwF+9a6J`e6;)N8wm6Ns!3>G3Xa!J9O|7EVeq(*&y^SP_x9Kb>ad%R)d3=g`SblH z8hcCBAjRuT8FL)2LS4Ds@k^M;LR*_LDMX1o6-;PiIVF8{QH>pke}Lu#k=Bl&&LP`Y z!@f1-C<#Xdr1f7mxWGss_nhTDF5-8p)q=f28g*rb5P6UEz?-Hj!TL^wk!ZQvoJ0n~SSD8sda5Qej(9$99g!4QcA-)^P5q8!!VfrgYAfZZcNINjH-0st8o0iZ7( ztdPAGG^EyAcgmZm@Zy~02ATgkz_=~cRg_g_-{t8JA#WsPOr7wWziod(T@-KoB@{P{ zDv}GIo7NvI#7LU2WjRH{CcCQ^TSRTf?P*-Q+u0Q^k?QoH#|?@GlQ$Z_NpQ*kxc{97 zMMJfE(wGTYs|uUVz;!x7r~N3F&zbp6+pFWuTAbB0VF&tGCR^2c|A>+8*Hl$T9HK|a z11a;VU;u9!PVF)8m*~GjEU+w06?dZtXGit7@)}KVC`>Ww*(-f9WOn*SC|^FI#rBdL zbmt(_vxEg4lax@r5L}H7zEh@Zg;yqqZ{Zk-0WRbdmUXjG$cwfaT}rpMg7a^d$f_j zsJ;BgHp^$;)1${omR4@#-k>)yx0H)+*z?tAbY(P`BxZ62NVq-KYpbSjt)-H6{HQpp zu^EWd*kV6yU)6YA?y>T`DcsViT>fU%RM`4`yydQzLNs2p4gur2^i<$+quV&ybgmjK22eD6@ zIJ_B^aC&YrU|(hnVjw<_BI5>q*zH;t0~}~9*{Q0CIgzt2#Lq?ql?&a+PDW+$ORJf0 zf=|)?>7$tXAC6V`yRn1ub0Auuj4qRM?Cze{X(FQX?@{Jm0c}4Yiu7wG-~$#ui;8Y% zAX-#?=;fm$Gk=)PB?<$R`Sb#8_~UGZMp@VlgUTZWAddFiWiah2_~Hy~pvR0@7h+C2 zqFfq6L@}6|l~h9ri{zJqCIaQ7<6jkHmD`>^$IA3y%kmJ6*zIB?kKs zDw(t~fXBjPr>>+>g+L{MNc@Q#^fwum6_@a&@JZ;`40C{vNfI0ex+FFas5sb=5Y=lz zpO!U6$k|$g`k(l+AK1NcSdk+cuqgPA^8ru%3MuvPC;ZdzyI*}H=0A?o;oGc)o9<c6D>O1lPVkQ3@c@}KNhAHV_wpC2nEn)J9uwnECj1Y1#;eWIDN&qSOS;I% zy@!J^^}S+l5+y8E<`9-^0`3?1(GrsL{4`6UH*smPg5;!VQt5%pfM?I0QEpV7L<-ba zK~*vGFSCKR$s9l;1OqHt`|+p(T!Dxz;L&!YbrS>Yy@Qln$%r+Of(M~!iIg2)nT{eE zXPB*hvRIw)g60e*m|YyVG|!HmG!XItkz~|r2O_ai)hPnUTj~b{&d#oEABja+>(M<| zdYAKB=9x>P%?c!$wfxf*r(@()w88=hCN6~yzcnJpOMn7Xs8Hz?oNp)U8wqv|K$T@W zb7^p^D4H;;SKQzTbJPV(2od*4kV-*v>cz{xX>FvnS#zn(I5<2KT`#u=Qc)9dk+Eq)hxJ)Mc zJRMO?AT=E-i9kEJxlF|S@^IY)5P}>yB*C_@pruCON#;)YgSfXpA9<}&;ZnQ<4b?;> zog>U1j^}rPLr;{(fW}zGV8dw{iPqVQ0bQFTWBUiMA&OuO)h9?DiZRd^O%&G~V3~jHH#9N{&JG1g5SCUoW5(BT zH=9_`2W^%)dicx*Ujo5k9m`Be)UL>-T58 zg-$1cq0CPKNzB8sLfTkO!~^?!I}?rJYE0gmZN4)3X~5sP4wlIT81zGVdNs$;-dp*i zw>qL3$Ljb%p(+|(xH1?L{yXVT{7w_AHT#^Wj%Odiym)Ks$GexodJ6I*zy$sK7B$p< z^4dIB(toy2w0*U{6wXb#Gj@k{)a&|=MhaPKIFi3rK%+Ru_kpBM@NG_v7Eh&UMCy@P zr6t@~ni?CqrmF8JfQW^O^g1=oH=#2mZH9>nmHvS8g4-MR+wKmH>>@g)j7we6fx zCjp^#w&1%F@W?r&GLEDAr`XXh#=$``DT);Vmc35)X##dn)a4K=ifD`46z9$l0s$?1 zRu#mM$ghDkvS%sJSLmVAP42)r+P87^uLph@M&PaXYvwjn1>Fu%;lln@wpZXlZ$E!) zIHw!=UwmG@gVv*?9yWKmDG{u*#gFkS`}!$>YpJ#rV6u&@&-vA&A!L&D0ULZBSPGn< zYwBoWMC3*%GX37t>w&*?>~PIgmq^U%zZ0K<7NV6tP z9}UHUEm3I4e~tQ;=}ZVRf2GF4tS=3@(On5)lz^KiZsd8*3if92-L?@7uR;(w5mTa* zy+cm`n6DJ?i6MG(Z`?BP0GfsdQi|wc0Bd_pLx=K>u>eq~+(Z0O+a6mSSVG(SrUGz< zYwla>-<4h4w+7Hq?9q;Evh0^A3UO5Z!2(QpmG4pJm(ivWAP?h?hL9r}dqXgcb2nlN zAU$^qmY*nB39(kA0*HzqH&CT(_%k@s93?TIaO}tT<*=xL=e^#qoCf60a<=CD*1raT z*W);Gb?-&*v9buC#{`FDxVUBu7O1H#r(d1rmjDuqoTrCwD4B|=hHtB3J2b-T;(Us< z8!Kd$INAEKsFC*-mOPQ=rI=D{-a?*F_TPcEr;TxdK)VbyvM?GgK`z!{5JP&7iL;}R z=B_6u#&JvoS`zhJmKmikxJ97bukLN-eem)Drd| zi&DjGbKvyv$Fr(>9~r$pIHq68$%^LYNAsvJwbW0_zZ5ZmzD~dc--AA|3P|)|VzStL zv4dSj=9+KJIDcxWwR}dXwi(88x8HVDXhuF(d$vH^73BTGMg?oXjp{QW2>ly?|FQby zJKwjj7Gxv6Qe-lu=Veb6VeEE%y?vCt1>jQk4y5TWBxJGE3Jk8&M_;S}cbSJc5KN$o zQ`mFGatay^5`#CyB?R}8qT3x;#h6E|{GOBRykHBXTWz&w&h8JsEu!HoslsU@O_^xc zGhRk~pW5aywPVD9|MJpCqq(|THvki~n{fSYtfNFbSuJ3wB#O+F znvz*(h1FJuMl^nbZ|1JRbg6>LvJ(O*w!5TZqVR$^CfVk3fxXtyguMV5nBAbN=<)di zymy(u#v114K(w(mB4W$GRtede4T%Iku975OvuHzl55NVo7LdXK*qL`MtK z<$TV-^yd5sb`zoylHuKqLE!_L8)+E-1%oI1t^BqUHv{_b1Z(k|0mruh{qK^Ne@h^tK)K>k(IHsaczFH`=*rfTbKK`d>3-Kb zp#f(}y_WjZMX{mZXoYQmwow8tkzfy2e~^5juwb}N`hyZ{S6c>^q)003*{PdUu^Cpe zo8GAr?IjjHfhMXkDIyNenKse4=cQX%Pnz~4FtPgE3_(i!eLG4;{NUwufazC;uMHNU z->}M*gGMLYs!fMU@ZY}$eo_crQmgvE6cEOfWDTvN@^NNeO5Me|mrtuH6PSgp#VZq- zmi%24DeA?sfnK9_?^b*O@gn`4N53_s+=`Oxevbu&Mt_<4EfOHlQ>8`2S^Z}|o^)(8 zV}|7^S=R`d+DpfXdM|BF3IGWByh&%~a5ixYu#GCp;k|J`0C+9gBkd;JjXyfK708xO z2DEWYrwt>L7b;+IjYjv8!FbiWdqN5_C#W83X8C`9E-2)=`7LjhT=nt=k(6YW^oYp2 zza8j>)j~k&CN+^iaL!Z+pJkF5OT*(dJ8=eV$aE+SUv8yJ+)d?D55z0u8?EFyT)Kh; zIb7>mb(n4u0V;7~ZI1gJ#{w2dy;j9%(vtH`eGDxjok`8?g z5>rNRM(MyMyt+YhUul-ZGe%qXR@Z&-U2e40%e7H;Vhfvg^Y?*Zh4C!O<#Zvc%J7)wP>nbLy45uWr1Du20*M8T4$E$X+^v zhn=~9N9x3Bn^6I7K8#~!_UM!7DC>uw$Gu>592PwA^s}GntgvV!Bng_NIw-}xIUb-R zj+wq}XTO-CXAkWUMlB}L(P{micGyK!6RDluO#Z?);IXuI5<2L78q+S$7IOGK*mZjky#@?8s^#iBI8&%gTO6j(1pIy{&%wOId;rlWjT10zH< z*ZGsZO4%3?2C?x6CTq~IG;M_5CWzUL$!(Zfk~%W)sw#Wl{fhUb9t?zOoS$yveP`51 zjbnuKyv0FNo6DrNVp7fiLK9Q4!T^y_^9x?7wESdUpd$d88*A?8BaCt&~D z94?t_Ly%?CPedaFPcOc9H<;EZQ;U;bFyjqbh%Ax&BZ6*_sD4kb)!eYKt3A7h>O7NX zl1e+_@$S}E9Of63cki%_3D5jOpj`+q-L_bT`eb z6~j)ZSnUbwyP+15MzjsYT=9N!7x8}t;Nv9&{Ip>>3XnvIGTn4&Rc=^g_YjTOj$u<0Lp!D3oc;Ti}11F)hz3`MD~QVL7Ho zxI|VDtNpK;1d!U41(wzeByW@z4~0GseJBgicVg1bAxC9Q$nQ8r4?PI5qS{5Qn&MCcSlee>fR=oXz~82m6WuJ3sM z{T=w9AdkWQzg%Zv1v;hj(*aU-UPD>W5Jo~;081FvcaVe zq{XRiL~XO>13m&ikcUd83d2Cdr!2L!JOsKc8Rv$4MX-dnXYc(0UU#oW=5Un15;B=C z2{FS_s~-BPrOKP5J8Wy8K{A!5SEdd&YnIDXbeg#pi zR`*!r7$eYE=Z{YvU-0-w0P_?^beCc48OJgF#HC%m9rBcHdZ23`wu>y}33dTK(Qzy^fHF#~KJgoT>d`kNf@oZfdWk#JOqA{!?o$^+r3gC7w0dMQpe(n!xwYG)p(sl_QR{sn#Myx)lCoVDGZUIUtATQ z{FlFq8GVis3u(;QG*e2u=1+N)6LE4TFAem<+N^-}--YIS(0C)Pk=vKcxnpPXk__<0 zh4%CqZb{5%T$qD{4mh!AGvoa8mt=B%wYD1y^#DTKy1Je12C~D^d7tEN z;c1Xr*zMf3`j~wyMjt)x(QIZt0y=c#)1hObN=b5zzy6W}-!G+IFFRGW`*Wr$wtUi> zk%2EXa^$HzhwC~4nJCrjibENhEYW|2Aq7a@M8jfq^)#LB4fu@?fA3d^&TIKrd4^N- zgTMGUp6$YkHULCr`NL>l#h@p)^fG!CVi+z(vG??vwmCaok0b;KGe*`a3{P+4pVyvy zv6`uouoQ@?@z*o-F>6zK=%B?zJ@~2ouquB0C1NZO_B*0!rc5`WW-?Q_iVhvYGwv8n zj%NRcy?)q`qL`8lbxv{qcPr4Y6GYGusHV0_4{0$Z4*_5mhiKtB%vz1yiHw9nL33mz z4ka5`m@3e|?N7k=z0xRMxvI2m>850FFbHE^4i9$`hr=5~`Wc_tPW>@}p4H&5{rJ{= zPu#9AQ0w>lNVL}edrvm6>79)P;07%jU*%eS&qmVna(LzmFlu%=XG;f!!-pTUVSgQ0 zAi4;mWB^PT(-Z1OaZI=PhNGw;HVa5x7%D zb?aQ=*7j<&=~4J|%8X=DqTU4RBppvMlcKYXAE+8zv5(Yiv=jk*#gZGR@9uP+;@J*n&jsCmlt30g9d z1E{Cj6A4j9e&;v2L2eV19?5K)i4LdDfLe?*!hnsQ77~O0F&sMS;iQ(TXZ&U8p#V`v z9zfsO)lNj@l3);=Uq|v@V&CNkgG(D?H_3vjVeQKxxId^_67}rA`h8+fD6Z_vTWl3A zZa-zkv{pPtVzo{GE)C%VGyM^cD?UIfq>L9d0eHOH?pkag;0fjT{5+Dy^5y>QUyv=~ zNRi036xFqrM(Lr|!>UT+;CA`jMnEE+*}=FI=~Jg^v3d~cUwPDRYpe%Wd<~wLQ`(=g zo*0=%Fx{{~R9UrT^YS^Rg!RIC4BD-yE5G=HPN$Gjh)z_*=tHY4BtZ0h+>ttrpy8iu{PQH`hHr@NOMKM+k^CT!jy0-|ee>)l6;+=G4i$QoOa=V%6Xs~Q#J zNFmPVM4gt^E4OB-3yJ=5cs3*;e#8vH0|k z1+vFkD(@w!ho)xL3b=?cF)YTV1L}cBM*N(M?%iBV$O(y;n#(LDrN3QO)gydOk9=-%R@XSkur-Om>k#NApA?U(-}x2qVY0+ z@c2dl+8kBJHDgV;c{ z?&ymaqJMa6)TF<&sZEPbvYTYAw$nC=MCLTIl}_-D#FTW?#hMOcS=q%a*->@42CXe?6ixpefQ%Ovs8R~w9 z&h9i8*4h?SfkkJl_i>X!m5fveY(mD|{RDZpyn2R+zw<3F5QIv_QZI5!EB)_A^eh(A zd0zQj3S^@c5^^F&#Hc4VP*TSCl+vbre|SWU_qQnIb)K1>9G7)_4+wV>5D=VsT123d z6W3hHc(`!N;|zO=zCFuBjAMOO+{X8i)*wE(oJg}n&n98reJG1%Gj>z|O++GBbX3(! zIjlBYfd2Y%GBH*Cznqh}zdKj|Nqx7NU?oAhA}E+)zk&M(zJ-DrA#NS?TY=*LuJZuv zcE}J~XyFmn5P`BlRCri<3r8z=YhqRw_GFX<8bGyJ%AaP-(iitGg+1bSODgOO2=>#)JYN!b(re3YiXUnf_i<`*%)N z9Z2y>7V@Yh95b3T83o0&ylmg{6w&rgV*yk3?b_dGqR$VmZT=ceITQ8IyZW;=2cPnO zXFyXOYwhd6-gXrrclzsklzIxie%RXUIZ1~UE}8>SGi%#mFdp+Q#dh1EYzjv|8djGI$RIB z$9>0^hx>qKU-WzHde~g)C6d91JO6?M8X(R(Z(#hST#G-dlNNw9;IaJp;kxOGoORf7 zo6{gjMlngHx*UVVIka+RYE21~l_^gpe- zM6#-|MN9kCrVhFoY29tR=zm8;pY!?YEu)C+qXotHwrPQ;^m4!Nsz%UWxe9+23{Wx% ztL<}b(6%MJ8#6zCSRm z{UnKERGlLuC`z;DBzcd8C9EhPg*PvmM6nTd8BY>X!>K_LoOgbw7{k_=sDg=zXQtms zHUuij^ou8|3Qpdtg+uG#hepBR0gf4Q6EISsb5%9I473)Z97%BSM-2qWw5N{+O4#Ld z9c?!5@idk_P?M4i(~s|cr&prTB`JotF4xLjy&kpY^BCX;LN3^0o}QObzs5c zQE5_Jr=?-{1ScI7sY@tDD^kV{t%|wvmHl1NhO%!G7%3P^-J>=KD8k0iEY)gJ_OdP* zT&SB882{}d)2Bd@hO`EEoSh&s9fDSTmySj(pIoD+9Cut(VcNzK&b9L;~1Opfty0S%s}xEmsBgMnxe z)d?RTR$SL{A7^uKUeAGL34TONMSx>aRFb~~e`^dR9I;L0OZ__Bo}B6FrJ&~IOVqP! z{4a{|FILN01i@63Ovk+`3!oK^w^I&Ga+7}`G0T?@^3ijg<2F%85uNOC`+(_ z=-HA8TEq1o`?U5s|#w zUU_$naXFY4X~qWViDLb#qf$=4|B*y?JY0Z30v$fl9z8}d8z3q@A^WJ2crKIhMT8mritIwT0#8bKDMgs;B=R2eG1_|sRrxdJU_<*N z9X?}9C?KN-h$Iv{2{*o4{52+ZaAu%$<*ztwY!n8f%<0kdv=e%??K$FcQLS-}b3M@% z4xSZi;sukGTYM0Xb}1W=l6v>rQ`dNNF*vEKf2ZCtMbGBVoIRnKQ4eSQn1fgnI7eDQ zmxrW*1^;w1avj4=PU*jUJ)bR(>S1m2H@SA(nl**u+WLU&37YCP z!^xlrNa>3vyF#_P!2&sKtek1+CsM&z!~Y3E;F(ZftheDTx46w1n@tEvFViz|Ls39-cvo$@3wpiemGm|d{s~jO_qm}r?dPVsp7OT0}=x(z-baO55`vG z{I}bApf@bOY_mRUj))C(FOb-w5g}{6#=f}>aKZWYNL38Cs0AG&5>jyM?7%&BXQYo; zbBb7Q>;*jFid=)lW7hiGd!b3aIvuVmaPMa7*d8#S1!uDPIp=_@M>vqr>#2!S9d_cu z;|^;;0?Lw#{9?=fu*plyV5dQEx9Rq^2C5_Q(iw@SlI!4K;8S`ssmxOli8M}NGBIrd z5WrpU^v1E>>M^yBetJo~*mT}N7OkYo(`FgnTbnYa@i!zjXd{fLvX3?fto2`-bZIEN>b zGOS|(OuGHGGS1DCoP}HezJYB=)Id7g;am;c!jLq` zm+9Nn)f)CG+5F(!IyJ+VW9}U*J@dY+kMZqNBB2VY0VsqVfk(}(J9*Inls_GsM3P>P zKWLzP9rojr_D&i}E2{Clz}Z+|z%ZEAd7QpUHyRRkV4LyFdd`px+MAu*bRU-hOn4sW z3xhtM(*5B367lxC@JV$1p~fn)5psl|$7TMxmRyk_=L!!wZ>;j7X~Z&yPXyE(fTU9@ zI`5f9s$wZuJAvdqN>ZGz6#SA1&3$G*7oR3g`K#r!BC@|yVnMB=!JS>Apw^r51$qXk zuK53-Wx&|EfxXq_EdM#nAOj6NQE9#lJ@8;WJP}o-h~FT6gZvFjOBE@qiyG+v6np-= zyXAX#1S0SzR{{;3je{Aun*&7yBnv~W1_Zh;8H^*C4bmLyn1#AN3vtr4x^@?JH2Z%dmmMMHa546;B3OSafWJs6(ioJO8p3LG)OJ#u0!nlS&dM@EZ z-!)lYaOl`vR8Uj*(ON2-&GzCZgr<`3cRbKgmeTL1rB-<)UnWP-Mw>=$U^3yQ12k;2 zVMNy2N?F4&aguBud2N{I6-gic?Y8dUH}j8EBFfwoQ`>fEoA#7gXRJ14$}<(mPL`*P zF|1G8+Da##|0UdA)#s_)!_c;_YuoTv2S#bviJs?pnx!L_VtkS?mDHU99@4^Ea*Nx7 z)5Sw{l;X@)ui)E5NMt_ZH zLgkf9X>9z}s>5m+H`O?HJHoh9HTHQc@M+ici`E*F%^!hbxJ%fR2ESguI+0)lo<*}d z#Xz=>5}P?kdKPlEWLKQqL*w!3382?RQ8pkvFrN$2A6_+?YmOJ2u*a704sQ&Q3w@lx7ut*{U+1G01U-cg#IZ&a=;!Q_$FxTWDHI%YQD$O<$Pn>7(~Y#o~CyPcIcHbzEoa zfrc1X@3xk~D^|YAstgzJ0{F1SFC1(O;DoDB4i=0d(_QIfa*b@(BArXg?DJENPT?OW zP1&$?cyS-Ey4Lq?YCR8~d#a$#lZ`wwtYRDlIsa1|e@G*=i)>)s_fV&k_=Rd{<~%Uc z3W1mgB8e~j%ZV3rv*3}g&54XI;JX<0;b_u`lhT24DIDBWi)VvmWhqXw>m7A;?2 zE4;WnVj?rR+Wm{f1n@9@ZU%KpjkSy6{|I;l{VdSyE&WJW?Clu4MG92ABd|RU%tc=hD2xJQ2l0F7MeY*t zB5-{DhxS;Nb&1SNI9@go(doeAs{)zUB>|mGaS(Rv4s8BO1U|42;zr*WeVThJOAq+ij+cW)dxl@CLdIwU#3Bu;m^I zp0Gyd#Q}3Lp~~l^dc=vY?N^WSD?j8Bnty{D=EId{fjuH&C&6#R{w6gbL=1$3<~iXz z$&9Hap^=vIUk{A$Ag>OT&r%q97xeBnVr&e=iOM|jX^sQwTqM4anj2=|!b?Dv{#gds za>WraL zn*a#pz4@AZebe!@_w$6O|GuBqqrD`@QUk8hb>S>ZrFy;XOTc(V3G)JBW*Y0IM0dPQ z+}$MZ+LU;Fl?oShB9UM?CodFo58MAq0>KiKdyPB(WA;VV0=GvfS1Ixr@~%|Wj~?zJ zvrX~wK$=}Sqy0e6o^NX}nM@Kgl}QUDjCBBqHxr71cAIuEtBpJmIk!5};?U-^rne!^ z5C?Rmxqt;zeW8&yXk2kf?NWr{eoOM897LMq$l!--Zk9C8nGS5e_NVtb|NB#Atdc`H%AjVxG)X2`tPcs#PL|3UBs@ zMfQCb+P8uL?v_m${25+-C(VQU<2FcbZZ6Z_8`3)|YIphhe!J1Rel--rPLJGr@h~Ta zx!kH13z%s*;r3o>)+YvjC#sPj`jY@?tebaXhk}e5al#vZ)@~#jOB5r2jIgs~S<@WE zC#-<`n{S6qB0l^RWnjm1+);GEERcX|x>=*Yq|VdAUo_BUryznVuXx7gXV+-#om?u; z@5fhE`D>bCEFos`@D_nmk1_*#Mx+u%JXwMj@U_YY?C49Egx1(vNIQKD9k8^z9lQ;KQ}EjT{d(A zij27-+vZLIGx}SK6sNQ@wkYh;B2-oir!)xyVWQoC4JzH-IAtJt$1zfv956bg=>iCG zp)jL%kjfxg{yO1vc0M1>C`SNsAuE;oWfPOG*wlJw$g_+H%enIw4>t58|1d}0+=1b4 z{$-?vA}_x)u{CDm?SMy)%1#}NNwu0VJ$ijbIxg$U9s0hvVb|fyjYUBz0*EJPF41IY z&F~OtaWq*=AGLo-78;%dJdrnB$Ui*~>#erRhWrqd^ zyJ*+PL?!7LYLDxREz7eqe;c(K>2WD|qr_G7i|y*7lpHoT(CldhLINJ6w7|OP8Rb#7 zB<;%@O<%l;K%`lf8vQzJ13PdQW1}XSvrq?xBNdJxqZ@5@5<9FK>%$83DKI$!q7Ng7 zZ{V}`_OeaR-vfR}iEMx*tPLV#^HO12AS05pNV@#5*%VL<@gq>Xs~cwWzhd@_t0aH! z!&*Olusj*>rw7VVXwCFm#(T>)phtl4*;8@5ZR|S^3aI?6e~_o^k>f^+{kSPDps6N4 zc!>Q8=kX{1k!~Cn1R{Nu+RQO)<8?C(n}BApH7kx$6~vD_PEMLxj{bk zi_r{(Qt^+Ag{IVL4DxdCw_<*p!^Y*?fciBR(5RO#)8Dzn?hfv;&J4i*fRy0E9vJd= zENbi$s^1f=73Pd)X({P)X~f1s@dk&#U%vIc(Ixc5i(dn89&Wxn!CFCrMpr5*a2zkY zML+W8_9|$KK??(*y+WUV_?&_b~V(|e#l>zrH^*Rb-rcc{YCgv zmVhwKwFI)Ay0ugjQPr*8*WogciN?_d$*`n&hN&?rxk%*gou=<~-`R+*`j#VK8pUO~ zu|fx$SzY|5z9P35E^CX!f@lr(;WjDn)lmr;P9{kUA|nKJ1R&syvs|58vNU0e!|=h@ zVijP@CEG#$jH%9S0r(g6wy;x^QHJD+3?tlmvM4{_JamTl+@oFyzz^VY~s zKpNIHo2Bo(PczTK;X@>Waq9PaM66^T%zZD7;Y>#~{WrM6 zX7x4TC7LAgTt}a~qoWem=C_wQkbTVQ?q3WMRRQ3AU@tU^RJMf%2PC|NLv0dO@?t}q z8C2KoRLwS!Hd@1xh0WuBM3D+wDFS?|@Z=Obo^VE^$zf*XI&J00mYkn;hxQdC=yyAm zi+r!3g)8Ak{))3a1V1$RN~!ggVbTm4uiO|uWBS@6FhsJ$&Wru0s|-egZ1KUjmu^?0 zZzN#%_39={Y2m!1vqE#zL)H>?y81VTC_XwbCcYs4ZF8W7eI{<87r$FN!$13Ey7-r< zfBQN8tRLPiM-o*s8Belmgr7%4*^$)T#aA&D`y){euC4`z@ENH}$z_APjB!2hu1L1W zULk5dcf3M()@Y})p z2KO7hZ}7h%_=d2>Z-*$B>Hns7E#FU|!vQnz$l!sxc*L;(EmBY6tvc>Y-fkKd03odh zPw)M`k?EHjWfDNpi1DrlOj(ish_6p7CyB|jT?c$<67jbyL|HP@Lt%4`)zs9Sp0!{cXY%{?ZCy8CneD|y0j_S zSu2f@Sx^sgKS1eVj=vHatuUvRz(9^P=*5_UwK+jj-yK@%%|XSe1}Am(rv5s_E8>Gf zW0i%!d+O|TCqlxF-pl8$fM@B&Qx78+@b07%VUrd$_o0F){-=EVjfOX~54i~3ap%SZ zzEHBIv7Lt2vI>)cu0~4BB=Rw)H$ARK3>~%qPve$6K7izqpoVGqNsJr*;XT}%FAVy_ zL>*DMVN}_8H1+7UX7uUsvp`55+I6D1>egN@f&ZC!nMco zc2iA`c#=ZLMW&&h9zT2hc3)>LkU+XVl=J6(5tm7wO&sJNZTK6kGS~nW`yq1rfP>1I zi35SjOwd+A1MVhI%MZrI=L&fzJ-0y^oJ}siXeHyQ^k1OclLctK6k|5<5-@qY@%iZY z<^XsP4^OXZlK}`7dj7#ylfU^iyaE<9TE3!MXvz}f^s}+r87%##1`Zl#ztOt8yPh8k zJM5XW%-WK4`~4}arY`qBesr$&k6bZCr|bKBs(H~-Rzqkb7*z+fKhNR4LvTP&K$gnW zMnNP7{J4tR-|w@jz2M#iYo5LEx-7iQ_-<8F_lH(Psl`6)G4F2sXxLsome;dOhiHx@ z=CStctt!4a_EadY7aV?d?B8=oP+*%q1`mKiT(vlBgXCmB`)?dP)YHcGIU)~~P%RkR zmgx(Nag00^KrxNHh}rd1OdO{czz@TU-wH@F!@2n$im;H1`?c!BDabz#^d&*Ag8{e` zlALR}IPmRNi1gH?VpzJ4+yIrdJ?d_2kj1h|@-lym2DN`QB0RTxK2s~+{34c0M$8y` zx=-hlh_0(il#;1W%wWb>4#wiRv_}C4YS#lVF@^RW`j%{ZJa(HI(WgJ%Drm5i*-VAW zxxFmMB%=B4TZ?+phYx4_Fi|lPJ^>t3u;mo$=2x!QbaBM_bxITs>m%*fgh-1^LZ9mA zS-08&wDG{0K%)9l2jinn^44I=M>L3ZV!LNuAyBKwbK&OOQku-+_^bfA-es$=TWm_- z5qzj6rlch%*qS8p-%$$A?HdcZs>o%2Jr7rT!o52g6{{BLV_J;A6D)a$TBbVLGQrfteNMp#M;)$LesWYk-)-nK)K?b+ z``#&Dg6L`hq6<9KR?1Y(#&gS1cR5k+hxZRbv$w4_KF?+g18tOqRKDolKYCZZD!Tn4 zBnUgb*@vL|pk%0o#)yv5umFB;0wm2NuH~Z~DbYlB_HchL-wP1}yt!>(+S1NwN25?Z zw>u}B%6*4^k8ze zVk7!cvq})5C2y{g-WBp|N2i~tO1>*dt>1M6fkxxhFucrG2&vWh+}ZwTSX>&S5eXK` zKH)u$v(W%?EKk`m0NIUY$qu$Yz1IMWn#`nw=`CBcHtMuy2cS^9%VizOv}ibl3Bi#|1+N8P!W*qTs+LjvvC zdkFI{M4{Oq+|*{9%=BQrnSiQLwb^LSHk6<|FJ0==6`7 z8f#c)n|!?j`Sl#x*Ex==kLeYE5$#nz11r=VDWrt)-n8LC0YH)Ca@<`beTyti1yj(ge|7$Arwo4_4s3}ZR!ihJz z$hVyRYCxkNcFX5&axK9j(TDw&WM4j`r%xLaMrFo0Bo+P!0-@8L{$U|mf?6E5;>ycn zxyCU+3ydtI1cwS_tg_4XPxiS3^MO4_v=tc04k0DW=mS5c zb6TDBX!@TI0(2|q5D9q5vLvmD2sLBlwkN-wD(SL$v_$#qz0-T;NC%C^23$Rhybe^K zRKPM4iIbss){$GR0<@I9%S*ySU5m#{g`9vV0~##l8pPpNjqAPB8a4qrOUhuXLprxZ zTv@xeW+kQhAN7w12cRhzJWO5n(jPoBhwzVOxWQ2M%b!B7M3D$a8S&28kW&onPDTMO zf2#n5i~;z?TYBhcfo1~2tePc0iJbYU{{U*INUY=%OLax^Mn*M|!>jA{*~6>+IiOD5 zx}KcKCP;ZZmB11*pCnGg^1K^o%U zka3DUJvniT{Hsc=mC1WsV<6J%f(_$SV+JJM3i9M)O5rCaw_BW@wI0c8b7WEI_M-b9ZB*l^{+r z?)2aj7$bJ#*fapg!eIf%Af5r&Bks%9(A(is24zi-Ne^H7P)SMSWHI-?i$>F@36_B! zJYt%7UGwtQb^S%bgipdCT+;l@F>CtAHF12vj=SlyC`ZK|b}LJ!hkzZ|K4m1Sg8F<& z`Hi&}d85aOw{9?XB8=`$)Y1r7?TOk*t(|{oE*f;}Pt|*{ zKB@&K7Iu^53v_KYnB9DsKMNFmFU zrm$u*?#;wy?u0K0119}3`2xU8ItTqXMFc9~5hDO6tH~*Vv3I-(z_1-My8mQ~2%tO> zu{6ZrkbFbh5=%qY-u(ZXcK_Mg^1U+&3X6xBnfO0bJpBCspC~UI3oFNeCv$+BM`ZuN zHe!H+$7D937r^pkG5}zdV=fNl{Dd`UE!~!<8TsAD#8dT%I(TaWXho5H)} zmDUGmy3kvYf{C992L5kFUHCDMr%fGPUoiU4E~x7E{Qi|8q&??u_38J(SguUZ^@b4% z08qYZ)H`5#7iEa`fXFMyp_fFVbgZ%90?Th7ZK<(aGpDCl?FmRF(?#do_+yuV<5~)l zB^qwQ!kWQB1Cg*Gr{k+=(ZJZ1iB4OgYfE!XwG?^Glv(3PP5c>siP3a^>L^^8gh5j- z)`6=)fC5vkLKL;j4yeVH zn3Xt2xcyuE9Kn3jZ5_pMuiMlL8%aVZ8#y6u{CmpE4KbFC*g|e3V4bk}XRXtwh{f1^ z28A=4qF{)#*q3HsLM!OEm4$*-Q9s6L-10y6(uzwY!(G5@T0}dK>YpG>9d`-e#C4w) z)}kp|l&Zter-+U$LM%GfK6dsr#nf@j=!>c4EcGgU-5CUI{#Qmb4cV<2W+-(3nHHkv zmvg0uDWRL?+Ic1xB)iEU(b+f2+5c4QcX)Cb6u7IO7Egt-lBr(o^sy4DoXVVj5ebQB zNm;+Cp$h;uI)#WYH>vkGsoi_to-<%J(=rzjksitNc|KhpGRgl45Ch>y86E3 zk@h_#>0RMsGR;k>&Kj~*nsNH`8OodxXbysmPD_Mtn5LGx|8CB{>@ygF=j=M}ilX9! zkxT{Dz~#bm^dm&+&NZAquo?CiACeD1ydlXj?ll_jaCex zharLJ) zT0wCUTLZm_sM$#^Tq(O{XP|_OK{4dDCG{u&U1!B0ny6)NPxC}LJvXZTjJ&1Gt77K$ z@fvRtska%PZRn8L+2VMxL^IXQG3MgGA%Qd$B=D?`7Mq<{nb=0sHDAlc)kgRGb8VM7I2v)#tL-R;;fSLy%_QQu)kRi^yt+O((IEHBa{WGneWvm-Z;mIg*h*H;j{dHJld~*g71bq zD9V1=Geg_P6VW%@_-&er$o0gww|#^U@Ps`Pw;k^2wzlOqwdO8h8EORLT#@O5P6FMp z$a(=LBISajKth+-f+w(9+3rkP)|Xf;Y)CknR7?+AqOhlK@8V>KO-~m8>xcXNy;vYs zg)RquQnZ&kOKLzm9N(X`0>^K`6$hh~E%YkoHAIS&!XoXq)~8fTE&G}Z zFamxGg`xNEa)QN@*LikUXD6%V=gS}&ox%KX+@l84R-Wn5D3Z@47!)Zn&t=t8CK^a=p zLaZSZ(uic#zY4Y%iB^JWXewcL{xVL^8K+bU?erPo!!qe#n{A=+;ycPBNuB9!mZ|{S z%afjxuh(4)ZQ6X&);M4`ylrZj)!?_jYpEre$bG7{t@u_3ZjsF)L?-UQMPyTzV9+n> z)B`Ond>7!GDYat-)6TPW3-rUt_ncQ}K}`~Wm9mO`%aEm7c;(*JS$7+^dqFs+-59-k zPyM{93ehP36ORpq>xk)KG?~^*@frYkXh+~~zBKalO&ULlI&3eGI+PL1zzufTpd#R? zXPTwGR{re3DdKWA{-tifuw`gRE)C03Q}Lv(9(8{&=F9~ zwNh6vl@;6kM%+D2r_b%Y^uj`a=q&4h2L|EjEms@wFRM2LQYOOBr9Q@Eah<(-(&NcJ zRAnih^xgdpbg6tU!O2!FAp?Ah!3^K58j|r2@TA}$;Y()X>n=dPxE)7l6NLDWtMenY z<-5A{yZwrV!+m26q=3p6o5ALya2SYvo!M7kM0Uv&hDJ6&)|N~&r7a&Bj{U+s6Myz? zh?;a5Z;g%ook>qBC(LMCsihujgY@K}l@JSUR8EcP)%xXF=!Ga}Tc)E*NvKbWiRAiT zp@|JSV{hP;#y;qCRDA|ba;U&2di!MWOy_k+ zbu%I`<~L7*!Kxp$P!r(d52E^yJBeqqR#~wP=)T7!6S61qTj1+uK*QGiQtDyooHcpd zM{hq#TP8aumaGUbXeV#xPuzf@I}!$8%c=teYgNwKkYtd!$?U z?J*E?TgA5=^FmGUKG&mbjeWms_t5oO76%%{QFo(j{xx|1;kTIi^Pek%iKXjURKu-H{k6dw770Yl z0xCA1;HsEk-F~0vM4o@PnT5LI|2-jGp5N$MWJTAMAvbH-Q%!V*BiM;wK)jr2UkcRw z;oQ*SiCYfz5>pjgc=`5$mo?SFh^vAED5<(8dz2jEL*?bJS;HVpgog8K9EU-`cJPk4 z+!&p8OoMDmy>q74LNiuj+#G8Yb*3|7%j9-l&$c%9yv$6h7d4icMO!HE_LtLlnzv*;_Bf@}% zv02cpFEHFSUCYF$ZD@p?9ocw*6`bpIEe_Id?2s#^R9rxEUVK>75|BW^M0?Yyc1-y9 zG&ASaB+Ci^MS}FALA`7CVbmAR1V#k?Q_Ksc&ZY7&?vWiu1KqN#v<;12b(CPI1=6N) z;a&ozb|?qRVnirI+-Yg4Z_JD|@n4?)^;yKC&dE5O`vi1CEWV|ZX*DDOzK-pAqHnt0 zoR6YFilqx~Fkg*71T6T}B@iY)QvroLQAKQrQ|vOd*KY+2_YTX$aQU3ZL@F)zP?%;8 zaXdpn-J*q|-9&XpK%Zox#LyaFa(PODnb1k*>{&B9GF=A``WZJOC%LjX5o5HC4VV(b zaug>~;9$Vt_Lu(DBQOMTD5l@MXHCJ+ReePe0yZ_$*Bz>R-~BEVFL5E!xyUkzfpC2W zTizXi`lAKgx>GEnILqh0)Rxe%*^gQ$CJG%q^3dr==(t)F?^ySSpPthP~ zL%aj$!mD^Wef|UUW#A8XUhj4h!d!1ZeW-(d97Ol*@@-N<`z+f{9~~^QImT`8?y@a! zUN^FCD$MzROX#|Qet~1YSTwGh?6ShV4Jz0=O({i@lH1>I^>7ZmjgUx>q7$Qr){Fz( z)6ZU4*6ju9p`6uPQpvOEd4lgdKW(GHU?f0!bD6qtDjbeK?Ajiq@AgyOql1R|79=;Y zNgyM0SxI^`7w2$X+Fx)3*GZ37m;l@yN~rIAap0Bj|?I#&$^0f7rM^ z?_a8zHmE3m^aSQI!xIc;#zoUsDQvbCLQbt}&A8`mrrgOtmQV2)<+&xfB*5DrpIXV` zkrfQF=lkgr2(WrXfeBoBx$Q(2!d24|*N(DgTQY z5;W`8NonT*ppvGhZ`01$scCXN_kY;>r|`W20lU zW9MY={r&&VITvHi=Xq<+%eks%)u=K4O$;St=1jpmwMF2+Kx832l2;>mFUebupJ&H; zG?Uvc{YF3{4LlI$vw7b~zP|43P=Q*U6wAJ>yr)N_uROZdP9q`vYz03>0bbca;;~#4 z)rJ&)-ed5E<`@ptwb8!{ykA+LXu%wo`t`jpv$$vC^dt%Bn6hu2@YLKmUBw}Xcu|e8 zne)x^1iI5w)g&lkIw9P7CzNBU<<0^^(yYP*4UuuLG3wG=MIKL`Iw!Io{i<8-p1!0gEbA*gLGixjJ% zfN~{xODY`*y%ax0V(Dn#@gY-(>|QYV)L__KKi#&1|D1qfi(SF*{NOOC#w!*)P~o^ zK92*7dnGr9ZZ9WNC&&|_Hw&c8##HFjZj zr=Yf!v&ffBZwbK>-LXr;$wvA44d_+q%`m#;q|Q5e?s-V0WkMC@5DyqbDuI&wAb8Kg zXu!?qdW8(`SzM;6u}5$|s0=Cbk4A@eFTa7eJz0AG*XepLBKvQriy~czhKlolbO?6t zaO!o6a_V(T<@Bo}8kV-75Di$mv9CC4dIkg442VcWkQr+J^;E|JEc-kGkZxra`|nh;hWM0B7SLD27}`$KhF&&s%41}24^IarFteVu zf~l^El%A`$JAj!fOf+1jDR6-Kie2K#*qvQy!mr{ex?UIjFV(H$td*i7BaL@B#C-6I zE0AlA7c||o?0{N~*{}2fUW7d&5Q-EQ+FzXPIdFW0TjDpZid}6dVBZm28mWTu*NFG> zN%KTh_jHY>?$a^{fl9q;rDgZ9nJV6GDH@%XoZCYmg(jBY)${sPP zR^8l3mS(e!WmE=1<+)K(Q&_-=t6XSmCKpB+^@8v4E0A4IWP<|3NO_tFvLh<1xf{7Iytb8X@t^VevlJdM3M4`a|9#;(F)3W&TubnX z_#Ni%k@mrZMol1CaNN`#U@av#bgc+0!+}23`cqS~6g^N3z}Ck5qT`Q+#BE@2tHz??A{q(Ov6Lv8^Yv>oJz>4nLQy@U zl7%pi!$(G4&#sXv9Mb}Bu+JaR(CQw;#D}v=ce5?RSK`p9qaUdrldVZn;|_h)lZ^V2 zx=85q13XnE0Nc0};@EjvL;;W07bG-1nxi+}o|#F+U8V%gG(CxpXv1nfJSS%|15LAJ z&ar7&V^JLGy!(S6#TkFYe2h(XRdlPKUwt*v(*U{!KyK`KEo^^MBg~Q?R|m{d%pVdm zj6)b*{9o{;3EGx&D;E3cCtO~xz0fKlaZ;y&u1Otze*=vmFG&6%u8+nKx*y|-kb$TB z-XR^HqLsAjxEywMI$R6QBR?Q2_VR-w#@-mL6YtDvm6ub*ps9CEoyQT;C8b~R$YytM zp)>jq1FX)gKN+hR^@wT}B){utJ>HjFXL@rQo$;wAX`baGZ0@G#XAC`bqoj`_5}ggP z=`zY^5fpvaq-Y}r`8^}xlh#=UUx0K|2l8^&mFi(IBaL8AEtb!d$g=60!zbZwdEi=A zc?I(Qly-bRkCrQ+4%P{Yx9Z~8`HtW`#!9=l0e2!9aVek)2||@;Ie6)NJgLm;kiL^Uc-b#rg|)IW94eii^i^>U(O z0S;&oeRqWY(IVNN>xd!@uB`db*cFg7eNQ*)*c3T@VgZG{Zs!(D{(}X==YM~<6=~yJ zRx)b9-w@tN*^oqe8@ACpR>#^@!}nkva5rzn%%5?vI^c8{F2J zE#7H?Q&anr3PB9XE z+L5T5ntQjWnOjl#Q9rWL_(VVZh5G}eGU5wfCg-1B9S?)fGivFhKYl1Zh=dBUE*rntFQ@wrw(Lry9sf%GWB0WS%V-nT6Z zdu!I;dr;Ezf~9{W5Ac;tx?+cKcCBu%rjKqoY&y64VC!CM*xHqH00UXso@5Q4r$0XwuaLJB^`b zF2Q2aMlMM2a|EJ!NF^J0NdV8&7tc~);f|)d_H<`stXe;MUZt>cNpxE;(ACjVtHdS& zEAG|M=A!DqeTDq+PI^n6^`HTp4SsL=P3ZwXI`Q_b*5bb^bZ9PV02Urt-p9p1rKrYe zgo)&RuPvO3nLG{Adg{UX1VmLd|05K)S`V94#c~IXZ_h2+sRv}51EgPm3g*r5-?*(J@96sJFUN+PX zH1Q3#4*76`zq<(p-jWe|EuUOimZj2|1=H@NMWjZ=E_WLLb1Hd3WasAUo0Sf`9QiN#l00pG`Tp~g1dxpbFJ=`LE zuy$zj%m5f0vav@W;pInfJ4vBY)4KLyGZoSrE4j8z^KvesA3Y*_&uCsR@<`&PfO0V# zKDox@3}Tx^(JI`wc6{sbeQI^F}Gt<1uB#4Fy{ zXHc+2@IC%K02e+$JA~!|!%?hA%b(>XcW@EPn^tkENHi`7v42e3NH#!=7-SN@B^fl~ z(5D(88}X-?nXc<=q_0TnqNKPGiWjZKa(?%4VfbH8ibQaGcHnYmr{P`oCqNiiIQ5~? z5wm`hUe?8Us$#F1!x?g0AF9u+u@Tmtzk#X1mSjv=03K~zj~8$=aQ%6i;o}3-DOe3d zw&zG4K!7Du`_@!o?P4f9uV}XutPe-(+F@PGsDTJ8D!-a}rsTEiP9BeC#O@aP5j}HR z^X=4WigTTQ8<(1a72n|KGmMDr-aTSHX-HDyo&FpiIx|2I^bS65wmm*=-iJk{6H1wo z9aLB^V8Wc*qMf&v0(VvqlEiY1gmGxYL}m!SU7UtAV_#5gIh)>LGfZw-C2YrX<(2ri zs3O`^%Ws9FGP~ihztuOpn|Ihz@)Z)AShv}QrF#q=Sv#J858;>S z2e3rqU)I0QIbi#wd#dV3cY2$heO&5Wx`qsRNOtS~$RU;1r5^t)CsXSZbs;j zAN{)j`gh%@fazHGpIR3!eZLrjHN8HPhU0%_E+=!i5--&csN0lyY3LNveP`)d+G-;XXaU%3Q*UdRS7om_VqX3f%*$(N0c10My zC)Df>d2TVAuVy|yJ%CO0?MS*kwpYKIu(j?2v7WvakVX0WmXx5d%s^#h{X3DPmKauo z3d8$y8C7NZn;c1uollej^7ZJ&A)P;F?7S}?V>}!gc{!KH&oGW;wQ3nk@JIsKBayXJ zoWCIQF6<$9h=ATEhs!UJFzseQz_)l%#rjS1hFpP8sxQ5y0gf4@!7U=q7Y9c#>f{*& z`=kWwavPIKT6T(hR$agv8Lj20ETw~f0PZIShZ@mrVG(4poGAwtL>Ve?h!t31W{6)z zhMFW5!#xN%1>qi4D{|lamj{(wB*`Zntn`q&@z-KV0Wu7;NTIT# zsz|SbnS8fp7@XH)Ej)tPfy>k`6!*#Va?P-)Bq*%uEzwcg5JSR17bXV2xCu;4Z7ewk zgCX-!3IlEg#fV1kT${}zgCcZe>i}fYEQ(^JfJO+59|xbyY**YaH_9Clk=I1J22s~2 zYcGt&m|S%hh#qtRWjP+A%`%sCMhcvY@=gCY3gsDLrr227fp`lwu^mM&54w6NeLHKJmzI_Oew z-H4$L)~(*BV4DBCmh*U?l$B34%gJo>9D87bpmyi4)h@`w0j(?GYVlful=1Qx`nYm$ zax~850siQt2j^|!FMHdN1n};$>;TSd1?V|YJISEVp{d97yGLh}zgc@nix%ddO&=yE z*XDP}v$L|@?Jw=RaEeUTM~}x6#oF17VVYCf%U5sCUaFb30&lB#L(3xv%Y?_j5yl5s zKwE{X=T3V_E$3LQX*GbWbJ%e>{}imN z{qDjds9PaSyQm8E;ruZ1Wab-y=kYA(F)(g~Qr7`h10r6_lc|T6OV(|Oz#sqA!hhL- zo7HsCfVlqNJX$ulGN|PstV_#2+Teu&Xu>|tL$=rXvI5QzsDU<)7?&v5YS{k#HCM4k zxjbNBUr%{y77+An2NBcg^EpuwbmI#H_w!el>{efRvp-kr>1aaeMir_T2v}#kfV9Xx zJ{@0~cXG40-`Oenw|u@Kf&1*HY%cujG)5;))0A@VEnr&sqkA>dX=+kTw-BuEZj~s0 z-iUB^hz97Ar?MTiR~5-#SP4NZe}EtiPl#7qj#+rhxUrF@>k>twH4rzRU9H}nZE0TI zmXp$G$r`w_VDr6_4R%E=x+Ib%-qw6<6`rum+%l+D?yZQIKaR< z30~YbtNd8?EBD1QE%hnakAhbIZo^+Ai_7Eu85=;M6m6O696%O2Fe}*e9S>1K^S#fh z(#eI0ECr0NcpVBuC`2BPptLRv$myl;k%y)!pb>_dUs#Ir1_DpEY&qV0a!$$j?|Jj= z(%+bho=q(t|3ghP=B{-;b!~W-OpcaJ-$+~xlOnOfEy|{vFawiMt;P1UA=UjNzpBsy z>kODQDpm8fIE(>DjR#l7fh`l`M;3QshYV1v|*|vFCpOD1mfB1fv1IR)ukS`QWy$P=TgaYVBQE`t(QL3 z$RP=Lsth?p9uIh9nc>;P-g#0zV^UZVJOYk@L#3gwZ2CwWbGqU0haYcCm&iVS(Rt-i zmWkC*S0XM35t0zrgpCc{sW#WoPD z!uqId>5^IA<%zKs(LK>U1oUGWglRfH6P4(@*}TS-@X#& zZR%>w>!(nzTOrMM zF3{|dT$*GQmMrY-4(cWNLzX6EUk}MsT1i2EbPQIY|Mviv(J7{s5Dc|}afVN7NoPN# zwG_6-npA{g{cAc&t8OHbQY?*xs$gsU8Pm4V0uPwwjX78`Ai>@t!K^Z$h3Ybkr1E41 zajrJsDa5vTF&+`G3YlLAlkPN2YIGJc$g_?AFUsnBqlr?f=ZDls2EcaQ)`dpC5$sEj zxMiYBo6k*vEi2^p0qpDn=4p!~j!5Ngn2Run%!$s=gzpw>bJGOmbGXCXOi_ zF%S~8WCDz0VypG(3CIg~w-sE?9{;;q(96hlyT7 z=pgKz|1FK${$$YLfCAg6pJvlofymCLtLD%M0|Zr*F&+Ch&Fq#_w~Gk>$bBUZXt$mc zm){0+?H@wuiyXwvOm!J)X#-LN-V? zQQHveD};6jPlFie6*$Xai_pm{lGQF0KVr%flL{N zfN(l-1!;U{iqVx*m30Tzk*`OHjqt!Yr(58w0#o&n#yLdaw^RynKDd_1xe1fCPS~R) z)L!s)3c|uRt#e$kl#RJkDA<1xB7XH~F=jTk>%zI{5`T@gHPujTrVTB>f7QT}0UO}7 zdVY6?zFlN&Sk$G^$q=+Mma9rx9X#jG0jN2}DuzanV8ledQHwq3({QJ68iyE$$=~5U zHmGHB)o?ugwfPDHs-phPSSaG(Ocn7(2@!VC&BkaWS%Rf$$$iAcncXE|fMQU}A#D&y z=Vul$4)>0Lv5ScrQ>BnN~=N&As5n5tYUX{R356 zAyQI66moji3sgBq1QtI+QTl~i`RFDjyxtmv#tz2Q5up}it&5l748hBGPNH(HbqK&L zfzaWOM_Zo40#cJK(a!@309YK8kV1XkLV=VcgH4@!00k0$%H)6z#7vK5d^dIE zK$#k1=?L3aR^FBr?{i)C(l=5S@7SM?4uueCde`57gQqicLY0Rk8~_UHX( zpocI^KoEf>jVjwz1@lpzC=T+suitHW!XxJv?r3!wYr(NdB=5K|kIoo2m(=?hgI*lJ z-AciP{)KpiKcUyMesoOT5tLWsWfS*7NQDp=;*17;j2o%&hox$VLeqv9Av?6KQ$!`V z9H}G4&Qks6f=whunPyH>0wj!UO=!3wKn}4ou)GbUtLTFToEB zHD@TDtG0Y5$_eYfTE!<}db579%}nB)1mm=|*21OBwBoy~es@$sPQ z9wNz5Y*W_ohXtzQdYHa62^Vi`y6FPi$2c{;T6-o-NB5;^8O3u&Yw&d^IT`6@c>ns} zCMuR8+GXBs)32uj7;#!z!R@53r!y z5|r5V`TuH$L!;X|>^9S3$+Up84s;)aL>N-^08BDC)6Dq&|IzKlQh>U3Oq9hN`{qe0 zkD#AMytB~Of;fYPG`~%DkK(~{`=zXM$#z+*TJZZb9kT6D0fIdG73)LXcJRvamg4Pi zynSOT^YC}V5IjNx0(s5!$YPGy!z(ktjWH5SCB2({I1FL-Q`Or*Tl4}K4s#Z=Y>Zff zsHng|UtR0L-R@_6;vsG#&9-Rq?9E@;cFgf1;v9Vt$>$hsdWfsIkVBW-+q%MY^lIK) z;Vd4PkQM!VdYaRF1D2WI0=s6(+#hQe{vVq>w7oA5og?$)v<62f+PP!$U6;U& zx6wTw$aHlbhz|r123#lP3_+V_>d_O4W#4fEcKXUj67hA+rOa>(4K|`&So^o~&>-|V zY-qS_sWN-wZ4P||2M~1K?`NR;A!XD6!bYwhF3~6WrfkQL&%>7&p~DLfEdu1wJ?6e! zzc^k?!%VEjo{s5h?9->CjEKA(B|?Ey71-2L98~bDyNrC`jJrPO`y)%~dbF&_&zbVZ zjFn%$NXEz?f6X=-k}%cN57IBVz!~aT5)us;{;B4llohL-3{}qa4POqD#69eI94u71b`vHC1<1E9X&CkJqDL?;-a{W(6 zQizXH0qSS&hz82W^*^o;pj3N1d9xK6(AOuzn7j8!i>X&QhZ6CTtaej6+sfI&iO>`6 zw~0t3jP!c%*W>m`5Kqv2WEyW4a%B7nNc88+RZ?9mZSUJAeEe+NGiTk7RS!y#m&xJz z*Fh9(zAV-u?SF_7KOW)#Vm5u<`gA_C@Sn4*y7XwtoAw%t((M)j0%-8P(Y63uJ$G9i zoXYpj@2&5HN8UnxQ<82&jklC&7GpA3RT1P!vRUnGQyJH`aaov&kR|F&N*2GsNnqAQ zm7XHd>ndY|n>N-!HG@f=M0G#KKfQmiFA#Ol8lm>FrPRWUuHTY#2Aj4y6{E}NHkht0 zo=Mt&@r1XgNt>wvIuW;S&Eg86<7T;JzSG6y{xV(Y%4qU!)tcqCwB0^Kf79q5mn7FC z&uE5uom@Ul#u{4praW0oWM7Lj&5X!pwit@Q7S;9Q88R|dPZnaGyCV)FIU+9vXqA+< z1rc-=ZLYi*9L)v6mTiVU?=@hZ+AW49t2-I)jD9t4Ka27M@WP`uKIdA5EgVY~AImn< zoeoVl$#vV%*HwG^6r>hKt?L+JCs=demvNf6WZOD-fZ(ld=j)^SRudCYp|{*v{CvM0 z0j$?EwC2s)*lXl`liPm?Ipv^Xt6~n4SDDC65!}l~!=KWqx#N1i-W4*IpRfM(?Qz~= zXV#FWKeA>6SnUzmMAy_R-;9yf6=j+ckXh)TiS{sInV$5dzI}6^G!s3EQwod|jag{+BwKXA z9m@O#z#ElHZegz5rmfX=Ec2vyTxS(C;=0xw^F+Fod#_=Ht*}10W7s?>94H{*$iK!Tn`w{Qv(QZZ3j}rw@VKmbhTZ!S&MLvF#Q_5oP$TybliC}* ztlF#{UClQNG%#|YK;_UDcsQ>CklCC%h_db?=4`8PBJ87Da<$AW@3AV(Y5QQE0(a-JYTZR`uo{^I z?k)#PLfzKg6U)JAa=#;=HHwqex#u&e=-Or-KvocR1LT*0G_Qdj#qll zVj7C{ty@B2(Z%|v4$7B`BGrb%PHf||K}<3FRP)7FQU>DW2DJZV{aq>f70;SQE%R*7 zwq)9Rt7kkJ29m9E5ZJ~|vXKmFjoE$KX8{(;yrB-NdFZ85gX)8I4uO*4vKH$^Y~g#xL<#GySwSl2@>y0`b#hrVm?b1W(Q20?vN4Q+2(#qb`A7 z1J2tw@!4{yt!l@v?QPtrAX-O8LN}TCqlHOpe}Id=g;YLDgS+B<=ljdCDH^;DI{hBK zO&eXvGK2B3d)J&8u--!&{;-%)W_+WPMbmAx(eAqb%`2a4tK&RHS5Sr>OdbN`w-AwX z?mWtVM2)O>D)H&f1(ZwUdHZ6HH5}DZJB(&op1dGW*|z`Mnly|1 zxg+LZT~9FBr{fO#=p%U`Poj!ddmGMe1`Je_5XxW9#tcr)ek~2UqY6fWDe+?@@3938 z{1}2d7g-bK15O-xKuyi(E1WS{d@_`1QRibie}yO_ zU?skXI1-=C>Iw0wMs=A95a?#kpwfJ*_+4a|fH(bCSeI@f1JLw)%1w1Zh_zeJP}IH5CkP>Q zE8lgl$f#0Sm1UZKh_D1Z2f-fehD=yFlcANS-pVb?1b742oXlF0Pe*#0DxyZMVGrPw zC#hKlU!P2F;=Tom0wGF(G#5X>Xk?aaG7*<(zT}i?au4iSwGd4C7aYlq;<2WE&RY=X z3%8M5N)Rse=kXB4A(zHdrL_jc3Hr~sppwxt;{~!t)w8(9RK^!CL59UU1u`FSe>d!^ zZKtE;9$5bdF3r};mu5BX_xuL^nH1jsuU8Q(#`u3reOdC1VxSyMOyPU-jBR`JOewMH z^bowP=|AWHrzn2C$+QFm!u>zTmj5gP{>Ow1_U9SqaGn#UAN=Ra@&nc%u>FAj2OK}( z`~lYwxZ8M6c!=QA;fwfK+kT#pfx=?`|6-N1akHm0fAAawa?qkC=Py(wVvws-l5>zJ z_aJeY)kI{_t%xH+c3Oq}{KAW%QPcG|I#V&y7W97k*4}Rj@-Hbcw}YOk0z7n5bpYWw zbkxCsFE0c43v214B%SY=jiUB~l)1o+*ccT{rVFX@wEYBQm0!0h@Dct%VQRyJ93Ke3 z#Bm(&BMu}1G>7Hjt4^)D<*<3f`SG14==#hg%?R!)YWN=U9>+;m#vM-#Jrf>}tVo0} zFrk|G-ye(B>HejEyLKy?74lvQRllc9dUevN9*P0_si#wZ8op1n7u{dKr#)Uq|JJd6 z4S{1q)~DROVFir6k0fPt>D0GR%6jxs7+~a1C_fGWHr29}J})%V?6PjUJ=HY?(cU*0 zP2ltnv%_g@TEhgB#FiySmZvLyH5YYh z(igQh3HTMVbaBsJmXHbE#6!lbj|Ij)9EDu&B@q)mt1dM{m8~ob#S|qox}w(HUDJ3p%{04qOs!zCWto%}rdox-zye!$*+IN2wq)F^~LsY(24j+UeX{tT#wJi}K^hf91*BFsIJxZPC}J8xm<6Slgl=Au;A zT0HvOaD9)q-5gNcXnSP^K8%>)|MboTcxwwA`Q7(-r_`!PMwU5$(O8v$D-nsn+y3Q_skiL3Z?&+LxLw^OtdjE@(4k5+I1(EM0XCKs zPO|ktS4$H3U+uCm`J=ce5(DYc4$8AwfYl&gH3sI5qMlzblky4qZ7|jbWQ088V_{>z znZqZs)x1C-If(MOH!|{;A`X4ikV{Y`mLn3g20rCrggnk8KA-M}CIdO%^uJ?jo0X8s!uU3V-<~O_|%$EK!Ido1N2_f;#-*z|=$OG$6 z^;}BmOT^Y9%c3t0HlrCNNm&W@{F||XJM@RMlwtg3U57wYsW=zcB=C*Db8PmJHY<^5 zJ0Z0#{UIBB4{P9`Rph2~Ta5B!hd{uIf<(Wp5o3dYBdl75U(At#sRmi<00^)(&6E$j z{;*sg9oA!pmoM@XA+x$vfP&a(GHM|$`5S4zUBKYT;hB5F@z7bA<(lY{rW%YM9#4Hv zxZ`h#GkbXhw&3(tG-dqItiu%70&d*F)SPTcmz65m| zB4Z0Mp2XScpR`+sHZIuD0Q5xzdsB9i9aAIgdW)p|Tg}Yip02gVE?n|#^L`T=$wc>$ zkJ_4)A+k&$IAWyY%^P{2P7rYiOP!byZP%2fs70Sn!YJiE?`N-@^o#S=cb9^tAM&s<1ke9~B5Mc`^o>20<^%rA=0B@Y8%$FylHW9cT z`j~Lf*|^zuD$>aLLbcWKUzrM+&_oC_{!+(0>^QKn`*War@_oTeVqp*dD{NCZLiMH` zWM=S!{oj6qb7xTG;mn4k#E~l7cu(5E^p}YElKo=?dL=mzbZaOJTU2|idiL@gTU7@I z9=sc}qSX^bAHhA<0BusI+jxTHKL~u>tYAy{s`&O>KK{BW@PhHL4cxRYmJpfJc`)9p zCA8Bxeb1teB$651C23=L-fMaZif&3~9fW3dW6KD$GCpM=NsPqe>)q=et04iY*9vJw0*|gJbx~|PZyGXf;FIwm=3!LOWWuy#0NwbPqU_*)U||EW6v3Co zjXi1^rZT1kBG5Yt|D{gq_Bpl7`=388pwJo*G{fKnZb{MSDN%&w8vP_;rv+n`x(?x9 zvaoopyjfPXwcQvvFT*ITIcm5J(@UP6vUjhTr~3?hfjHzCqp`u5L3T=&`f?-`sgE24 zPB@b8+{F$$fXju!Nb}gZ={BB$Q;jv)68l7CLQQ56BiwUt_2vpD^>=9{j=z=2FsO$e z;U$v74rCWKKs%Ob?!`p$_8(CSw)F?0#pkpHaMnN$xTcV!5m{ z!V5v+?sLi&zXg1J2%AVFUkvHIDAHsvJnFpt@kF^fql@d` zpz?es?|0>+5fqb+Z*cN95CEoqO+Fq-nkdG@;Y#0*tqLEL%p-$H`gh-Z&k~WlOm5gjR!P#hRkE-dTRLu5Ur|%kGQ_vO5l5wy`s1(_w*F zi+=Opj3_eh^u8W#Gcs5sYO6hA_`RAeqNN}T08R*1c;S{%ACFae!L0!$DT;BzLibO( zm$PL|zn|>f+S^_8A1<{FapCDgu`f zmhtd7v{#)u7)cq3K;@WHiMb0~lkeU>H#r^j`v9NkQrjRkgI>-6~Lv6L45HN(Ity zEIDKgjFWoN)kxgQWWjG4?8IZnihG%x4%N#i^6_EjO?gNq`-vnQ*q`nT4jE+ClVOTU zr&i>k40tv2Zhbh3rj%_tWWaAH?P1R^_?hr(l$UxKAkxWx{oVe+6_lme>^I{DnB4z+ zI^M>lMje%^MN_oDL6x9FL<>ujyAazGOxJeyk@A=ATY5J!uxkx!N-?|P)S0+{&{<`3 z>)QEvej>c-Wil$dA2fn1XOhCtT~Q=U7c-PVE>{29*Qa^YEaSTpc@r9|B+9a2*6SFJ zWgVwlgSEe;tLDaMAUk2!+g8v3Y!Gz156SZgtYPQ5KOHE(m!D_v|C`U6vHMhRBgb%i zGr2__sl5qfA|MP}?>cC|x^Da73E9%nu6OXNMww=~Ch^&~#%XRF6)Yy%wq}`~o%G&# z<7GxZ)Sl9(%aw(8>GB>$@O*pVjrMvzz;?Vv?{r>l+^CH=T6+XS&>VaK8qUABsPLBI z0vE4D*XnPoDHT8F9v{Dhw4+96x6$p+9<`}Rv5{|`%cpO5r%&ihD62DExt?&-p0<0j zhU99y2OcMYx+Ym`vSE^>3xiD8SeD*bCXC`?=p6sx=Q_Kq=5iCTws6kmXxNhE8skMYyFi)@`v5Xg-(lIf6<(+;md8Rw`1CBmm{Q zP9JZX`NVgqU?NyFGK=5+UqsvpdU`y1^+%et+_F<9sxj=B{FpF>LRLjm_A#x4w%Q7& zX(oT5i!=0X<3R(G_!j@kODCh6xu(#3AiogvoIOvleLPLc-)(9Dpb&aUIE>u=XI~zk zV}$1iU$nhlVPFDr4Sq%>A`N`eBfR-O$1+Y}$barLF4-q24;arT-Q2Moq0kxEa{mY* z8`(pZ!anlYlqQ&BP;?7&{GrGYaHgJqSgyU8%I~%tvo{E&nftClR$TqCSTG>gjg1^p zcD%HiLDO}Zf}7|7{6pYU7_f3tPSX$|NQ7oy+gM@^^Zc#HC-BZM($vT3$`EQ7+JRHk9`)06S=M50!QR?!Vt`ev9?P~%NwV`wI=K(*jCZxy@(H{be%s+vkT-m zSmx$iVmd4JVVLvQC@7T{^lN!T`QC%gffFvW5Dx0#mDGhlpw42lGP~0IGcb0&_Kx*- zR;5YAj|A@sz=VFOV{a!%0t?H`I2UzPamp=hfiloK{G<^jg=U8ha|Pc5&P1}m%Q&s{ z5IC|mRgT7uN&ZbQhXsp>(i&dnX!fidq9Wdo;Q0@Uugtk4v(twvdasZMly=(7HB49s z-S7Tz3@Emr3~I}SpAXGL{*jY+b|KzC@byQU@>c5s@Hp4<D~3}Wx) zs`TR&u0JQ03!69L>_g~V773k&b;cIyh#y>PXBJT*;IC~55t4h%ocW0PyG*Bh$(M+r z`4^L}8)jHYc5$tQn#AuH*hL&|e_?bI6*I30DWN8%oH1`rFwxhGClk~C$#?|u@AqBl zk5t22fIa9J0Mi51{^zAWXJ%<{oq$hc-cUbQ1(En$q~Gk4I^$IXEeVt(RU4o;?}&30 z-=527y5s6WkiZN(tVp%xjl2+Tkg>)1g3h~#^ac{1^Q#b!YU|3gs=5rXR==?%i;BV+ znUHZMTAFzxA=Hu}*{{A~T%%hCMp%x)Wb*j}00+LCrJIq&;$10{d#V;DR$|gg-O2!4 z$<1@>D@{J!nIlnvzh?nIRChm(y*Jst&eTCRIl7r6m&x8mwZ*&q5vrH*Tw?4CYZ>ds z_$%3MdZeAq+Zz}vBe2ZOqhfO~-AC|%SV;ZDpWp6my2oFvd_$!NA}C|RZ~}Y}QZY66 zhpEY-gPqB!t=t)RMb*7N9Aas>dW#W0&9o26 z*EL?|F~)>N<9cRtHK~21h}Ct00Q-=RjV*gWD-@Ilce|`)PVMX&DOMfOkJ+nOkr#Yc z)VfeWI*oBc%DfW(SnGRMa8H`Rw6moS@M;Iy(hPa3yv>(ycn#1>k zxOm{8w+;k9SS(!zWR6V&7yEr3oH96Rd7bT^V!iB_4zVL@o~e}SFUUF8KO{5&vd)WG z(p}LkH_@WDbSGMIS5>NagQO-%S+>UgmJO!JMGBFk>5AUik#4o=);*Xa_z=tDt5Me5 z(D8RP9+sTM8DNnbLy`5VS7)n7u-Dk84w^*AbBGZ63|Ai=Pv;^3*ogZ3m+gQ2K^9bd zbgb|YC_q?VTkU#w@P^*oUobglAjzRltk}_sv&}Ng(;CJ;zrXtP4ZKs^9s2+FN#S7P z_}?(jpGV;TGCd1hcvul%TUZhQNID41|7H50up3yqZ5AKg{|W$NGzqnAk?dnPFQ2<>-#pGl`) zqZ-&Wqw4H$G&M@6BT|*UvaGr~w`+RI47jIi{d+#&gY0uinQ|MTQ7KOj zSj>XL8ypm8C{=31h_T@#In&D}Dw+0Qqq0lrHm$FE_q$dK_!t(|5z(Bx~bbN-FV;dL` z-#ydnf4MuC@f~>yAa71gR4man>>4hexhPl8NOWng_xe)3ooB0psoVmRapwbCuvWgy z2?sSH;+RbcvCg2^*&OQJgA5}H@Y_oAz6*@Ls^8uMf7NHOnawYYe%VnT5z6;K_G zp=LheiTOTyOGhLXqdw|<`RH^U126(Mj`48>VqxP=X!Op}O-lERiVhkEIdmVzM0`ankoW*?l0p-Ol=e%3Mz&cyxJLT>=D)yW?I;MOS$NCG zNsdsNIF2iTkV3>JxHCF*xjxfz;WlDb>6zi8cBNviy6mC(rOm@$Vd;XW84IqNJK=+R zgRbdv#%@3?DdkZwdw6d(NA#u6a3zYZg7>AGH{2QmBQM!Gh^?P;%W1L-6s>8RZ|xhs zA5lZlXeY2{{q>omrp9*duf=?4gI2`ZrN62Cr$dh+t!FFh@NsokpY<4cz#Tw29d@19 zqkj}kQmuZ^J7 zp?|iR__LlohXGGBs6e!RJL})#b@6DO8gI1|X z!LaN{kwyv#4PkiqWa#c*IF3Ov)rap@I)s2udj$`JnhM1lC<)zjDDe7kZ7%*)mcHYY zt5n08I2=Qu<(S06us$$&HUV_5)5tGhyiBase*}+66H#eA{#G9jJ3+l)ZtLdLAhF3R zzsUl!tt3$PmJD#_N`pS0$^Tj8l**iWhCRvA2WtCIZ-et<0zn*SOsoE}<@0dQ#4iO9 z?dK(Q=jutVqh-WKfMqKyn7dZpO{my$vy_MIokEL5oa})?-VJN2lBel zf?e|+e26byQ(iI-LaqP@WL!d{`ymJ?2A_ph@REe683aOpqpG^NBSd5W8eYPkEZ{Z9 zbKw~OMz{c?ed!0MV9e5nelHp~pVZVqw_^oQ2eWffTs`R06L_I+0e%2D;0#4S3u@=!)J0|8onWmR%18vMp+On5NK5gsBIG2 zQEz2sI(BdD*Ec@2I;u0{c#4~T)#ct!|BZb?mt}y@1%mDdYYXgq038Zb{(JB3lkY3K z!~HKMT=DzoNf0r2QEY5b&MQ)`)yEbcEQT^-JY5QSfQnj>P1oNl#SsHl0-=@o5=U1k z4i`c$yys2ZC^xMIra`$0%WsRnI&`isTjp`&X4FAkAt&*AuPInvo^B1nG6`#J>%j=~ z4v|8#jh0pRU{FIyTbOufH)9HqQ6%oKIUC|ckLuOu+t_^%fw;Xqdwn6{W3McDY)Dp- z8KG*(fOGKj*tW`IFJI+r;j5Jqznht?T)hOLxM{46{LWkBSOQ}$H-;x`^cns502ra8 zBFQsy&g@vkETUqU(6y*#n#=Q{`rWMz!Noj9c`9u>#K8$4fW>xh5ws@=jm}m4ZGG3M zfkfz=W+VMYF&-=W2Q^$TjnK~5^!rwcck0!J1A z=2|R;)pniuvpVft#4BoR}bv1-c zQWCL?duw5v2P_#q1bSL+l1^<>&sWblHDwY52g$4?>W<3P+tF6IH2B`@QUCFfUhvdu zmtf_KSQE)TApCuC@uX}2w*?e9xHJ#DBQ_p9t?TA_0uQyQ6POzAsOxvfb|<1M0ODJfauU-{}EigNltS^WDFy`0+LF_0Jyj2;xzX7-Vk19 z$PLuv3=<(LTs@N2Lls4zJGtpma@xZ-^8yP&J~vlHOP^Wq()WwVqQgJkd=Jxe;XdCz z`F_jZ!n~f0+}re;Zk|Wfcq5nE4E^J9a8ys{Rg#1iEC~TNAJO;b!Ky(mfDH~v%v?)m z7&5k=_1mxSg-{G(kXb=urfX>X=0Dbt>Vw48$cqh^6y~rwIO)3Uvz;#yI&jik;k~t1#kjC|F%hWLG7EW7mh`6>vpNU!gBm z7BMIZ>;5n7ctOIvFpI%KK~(WoFpKNXMhZ3`Q@A9%No|WQMM`K+)uE-B^~pBDc**FO zilq+sMpRakCe^@@9wid=f_@&)ihp*Jf0(IcE7O<%k`VtJla2LXF6`eUrB17o6M_Mp zj#uC;fZdVgYy=%fHmz?Y>povn&jO1YlGVN`3bDjKuiA6sBujaju}zDE2($UyJsw^_ zB+d9G+4%XT1pg4;==Jz94u>{yrLk;p@!M!-GeI*Z!Ec_D%_eVHWQ;{ja=1Sox1IW( z+PCtVD%rZ1oL$A{UfV0<=al!*_K^Xywasxa;fCTM1q*3mRYC|BKYHz7jqQ}d?fb|Q z7qk~&Gm^@!vc6i|YD>RoQ+0JQ9u-wZA?qg16y|D*egq*FQ#P}9Z@yj4o}Ro@$#Ahx ze$&pG?*eyRcy4V#cmzX~*nh4E{^$v_Z5;oK&?X}v z+{UjC(%VEcTx)9-Y%X@Bp}7DUyTX{)2pNBd>z)aTEj?W?rjezf!Ye7Map)hKWAB9O zQa0;TKaj`S42eyLWZsQ8am{(;M=WO18&^aN5ZG~bS#*TvPQvMW>Z_aH=qoW2V16g@ z<=@q^m|pz_LhKuyxJ#Btpol$JgDW>Fxu?k(VUanD1{9(K|2I_2 z@{hxy=QdEHd#m$6XVYkhOOiDtCZ0yM0+X_luMuG3W)>pxbw2nECOp~RfCI}h-8RCy z&F&w$+hRiSx3`wA?5F}tPkU+y!`<_E&N+P3V@kmz;AW>nDX!y#R&Sc#8bak@1AM)D zt#8Mmk(s~Ax+t6>xw|QPlEmmI z{3xe@7|Y6^444k29jXmDYvOoq>vK0$(b+#Zq8&@m2&#*AHUj^$e}om_-+&&<5*?(Tv>#>58M{I@?PXNm9s4}&%OEFMTzrwoUmy$Os;1$0DFW8 zM=ntKiNAa!x0#g>$zUJ0)4q5EROg|)A0hkM^m|IZ%ZAh*6MU>B1YBo`WjV=GG%t`$ zOAllp3nDT^v zp>@{q(cYk_aoAXNhmK^Q-ofl>DeMJ9S&CO_mk}B0PI(h@G#!7=q`>1vsYv=PyeFkY zx@KMXPTR7Vp~gg>?^KQYTYoL;B2g(HzS*bGsGOi1w_a7slrgWSD0uXDHw zpw#ZlX~O|9=1I`)xpS?W;BDsJQYGrIz>F{vmcQhWl8pOB)%TlyS+hBe6T&lea^1!` z_UNI+*}7s0aGHfvK`eyJyx6<}e>QV!rqloSm)CA_mJ)tqzhWOfG$gVjRG&Qb0Ho7B zSaf28sUevgx%UNgA2hS8xI*ac8dMW?bbpO&vIqbuy9Y7gx*wt7&C#IooiTB4sn?o4BtvBCwn35- zJzxSK4Km%!Ys*qh6RcqmLBkbJ3&OTQj<=tRhhj5=)bqnv zLI2y4sG$Ap?Njh$z^aADAx5t(vUMp7sKfU5YkyfNnJ37O%0d^~Z+xddyILp#_5NZp z6KhNU*yxL-d40d^av}Wa?|LCl7nZxA-SlaNqEJsL0-@{ry_gdXl zI3yLk)Y+`*aDv7BCM~1RQ~q0J4O3clw3A1X{nn8im_x8CCj(y^<|t4#Op{#4qlgCz ztloOMtx4NYWKgx;=@cOUEz#j0<}}dNDuAQm=64hS3JKcZ7(mOvohAJ-KNos;sljDN&{{AhjC^$^bbb!tXmbCCc?FYQT)95DEvDmfGYAFVh)rQ z>vOKvj#f0dl~P1yB`@R5P0@$otLwK*W8vU+MqZy`D) zbUL=Do+P^j!Z>vnJ~*0SyB%WzHC!EFlL4-b zCy(I5CsUF1^j`f~>(S6*$vXdL=}oA(Dg2vK>@+gY1os`9B;nG27aH6j*SUO-;uZbUTv=i3`TI@-7*GT#Gc8npb&hxuA^100{XuafZY_9*Lb)(5t&!FoeTrWYtu7!~l}{&?ZU54%RT!<#Ont-nEk|!#eau9Iwj#_5mJH9Yr|wo>cM& zPo~AEcZpm3=XRf!{A731Op>JtGrdSeO12&d{OA5xBUwqE{tTukn`efN92I;bN%iSjD0-D=&v)t8`z%H3ObJYk}@OnF`qpK_Nx>#r^{`}CAHod(;(2eRRKrE z@cj{1Xzt#PEZF2`o_`v~$p@RJ+MfFN`B%||66Q(|ZKPLuUF;RAIA3Srd0+!XqkZeR6%iYD)b}Pc`td%O*sTxly+LrjcX~}`O4Iy$Kxv9k6%5*>xIxZpxz`qmUC9*|%@%c8X`P1M$0Ac_ zHZBvu{Lkd9$obgfl=t8cp6#;^=2AdyIdglxo@NEAH(>MRhwD*70~*Lo0-feGzu9bR z?(0f~>sv|SYlXp|-dI?uUpdF?KrG&59n5?vZpPRPJ23#zrbYr6!k%Gt%{`%2qT6@O zyysrleEanZ!Iw8m8vwax58>xLMT7#;j^y-1t42FYp6)K7zb~%FLct9*XCv>~@@up> zQiYw;Xre_1yVR3T^*QHJlPM8MxZ4sRsENOMHdY-I2^u@T@23R;XlI>6wmsccSy1a) z))@HKxz!8cNJ{)3W`z~#gF$1caqf#JE5ZOaAJ^-TM%chD@FtU}Qop?iyJ~Un0-X`j zBA-i5*9E}|EqyVtD}CzI?dzY)cxEvTqASy(h9KhCya!}Y*Gc&<1!nnz)${H+Ij^nL zTMh*BBd)ygm`%Hi{$|!ae)$Gx1VIM?L4Y81VdzLHE%d_8H|(q^-h%wJ z>JZGPEjss+W2Fe0Cm()30&a;*eD#!NouFRgF6&N|`v-az;#L7*QkBht{*^2w46=wn zA;$iY)xX-)V5#UcLZ0WAC8GX-j4ZOwaW*TW+kpi^|8U)39dSVoW5Q@*>=Z4Z|`oKK))vR z6i8P4#^f#Dm1EVtxm}Sf#uA?H#q9hoq9#~&ql}CyLjK8&Lo0x5{uB&v^(IW zpy2ayzg{~B_N%rd>-=6L6*k)3^?kp3R%nSenIvkj3DkF(_Ln9z`rDtXx~|UKWE=hy zNIXkHP?*V(qh($L>hjZ^DFDeH6oMdcwp!a%2{{{`TgPEpEh_@NE1cFNO}5Cpx+}?D zPTFpq^Di!_CKwvo*S7WX&54ftqp;gou<6TT)gkC5-g-*l1RBX4o4E*{8Y}4VK4U4@ zr_A=7iwzc*4)VTPomO3Zv&(W~K-sl$u(Rv!P0jSA=}t+y8U1AkxB$lyty`5l%KvY6rnzNz+|DrmqiJ9c&k zp9Je~{t9ot*+emT)ecmZx@~1AFPx($p3bC=jZ#U1Y)=WfBEM@&)h(>@9G*$+f453m ziPp*?H7UbJ2!NRhhXUkjC_*US?F}he`YSlW`3ID;4vakkRPXwQSVa(jZbC6_#!l(W zN@?RpGEJ8G66;$ZWmK6JXdsG7Ke}l)NvWdJ z+l*(hEv7vVx_l!tONDPLKW~?w?b}s-n%70Q6?Y4&g%(ad7nf|ic9!H+vSaW%ZzlAF zwzlCt{1H8b#Fglg-z>Z-%Bw0prR`=}Ys0hI2EuLJ%WsM-adLfMSf5gsTVJK(xNX`u zp65U#hZcEuuK<}wX-Rtl-Sk3xe?ukE)fO&uPs5BC*#AN#Z-fIm*+#nQ6ShWa654Eo z^`tw)(mzVPgG4K$XL*DR!^<&Ppa4G(hPw0K+AYWKT%6yEkrwtfYQ>bj3gjA{mjz^% zUQWWld8hCnm5ECBwc+1x7p4SOEs2<+PeXfwg2YyWiUK&E&X7CZ>M$byISHW68f=<_ z4Xnez3#h;O(3g)bw=p2&l{}B7MUO?XQGblmnkQrK!@<72%Np}f^`>J6578f$N}>-Nz0@0 zDvqv6yp2^La)XW8_91lUxuSC3KC*ip+5MbQ{{*!*3gt+2XCPsOk7{?Z{9=N&B_o6c zF@$cL56;HUw|3C;`g{wkQ|}v~O8e>&068Fu1VKmr=Zn>hIZ({{a&v8!b)u#;S-)W; zJ_SfOOQnlJp7R7zoX7rx-`?z=g4~Sr{jH*)mfacJ9<-;eVXDFDQTglMLs14yFgg40 zDzUXa#6qk};_cKGVw*|qNjroD6iqVW`F4eec;8>O#*KB%W zw@{h9{{^dTh;VKpuv1YF5k^=VlQ3g=+ePGjlA;~i7XfcYe=xqn_9I#zgidA$H1g1O8m43Ckfy{ zZ(2x6Gt^Qsy29ijA|7#sl~+R^`Q$8{U~qQ z%^~J2r_4Ef7iHmINU0-FVI7QakJW&jCXY)ojfg8>Cz22GKtj9z`;mD)<6-3qM+vwp zPgxFy@WU1<21K4YKcy(WD4`=1e!!)*(;9dGOQ;^NR8crnS*&e@my~Y(e2eHEPBL}$ z%X3->Ds(EfKR0RN$uJ0qgP2E)u!S@>L8r-05wAAM?fz%##Yi}^s*y%9l@MS#VyNO& z)W73WVJ|)?si(}I0UGg9Ge@!?IC9Dk;xqqTQde(^$$nOpftOZlZ^o0}b)6OZxZQUL zF$D{0rBriW@fp+DM78i@T!N%=AQ3bGx4AKPLuL=6vkz&DkJR2vx}1FA0V|!*I0o$g z9iF0zl^93H(h#Z0yos*16azqm)+A73X__J^z`>pmIiBmt8xCNu+9>AyMd8xen(j5I z?ae~~-7o+PgcFP(Z+E@GQ9H`$a3LRhNAR7pq)@9!+aWbpQw;0}tZi}dw5ou0nITNi z1scbmi$^CS8D(MFbgDM~+vP_2V38#Yzt-R_kdAS`NTr27b4UfHpajsbg)!C0I<<|t z+IghrANp6+lz)+U*`wDte==t^>7CZahIk$m*`l{Ib`H+Nka!ez4wOytmFOt_+!-m; zeOj1ApfD@ULYVdJGiupv00lB+5497L=_J);X}O6A-oKnV>1)Jj@?-3!88ykiBO2a!BR+Y+xZgny`~fbA;txfYJ`_~JYTJ1|yEO|vJY?t6Sr z?X0$E8-{Nyb+0?9*jT1VJ*kJZ2jCve1j zF4q!y?K2SC1_yAInuc}Auv3ivt!athU=pI~RS^y>f-5-i^yjz#W4vpA;l4~)o#O@J zZ?Bqz7V0y7Jz}ZB9b1qBB#0>I6Uu>?bpR}U?pmDteJrf+!XqRd5DN%$^jU95CJ^;l zwc=t5SDvo)CYG;cu(J}hG6?_v`O~Ec1cH}r(LYNyaSY&4_5)gDvkv?o9q}yg&{YgX zn#I|u@$zs>y+uUKsPq7`t?U>iGhhwK!7an0dBod*w=~g6f(wUM^&rG)M2bQeXive< zsb~0DB1wzb+;&zrX4a@N>$*9N;df$GtO8``cv%(gC%GQi?(ic<&$!oKyMMoGx~ho~2Ao}k_Mp{b_tZ`DSeJBXFm&-0TvGZ{pg1DWpEngu(x-1mt zFJ&XfnPp{Rn|}8_V&$J0&339-pW#S_P!(#&H^wLO9Ei=YQWtgtw)X(`mh~R*qZ@oVR3%+<5GG-}Fi)w@lrL+$Oo;)dxUha9 zCode_-9Gz=QwM*U7A=)>1KtECcn*X5A{@XKl8$#dN@H zhn_~hL3vPQ=5q&_OjXHm!;EW_yr?f`yu~!ps6v}pqoyWCt9hQ=%T^+=rH7X7RH_I) zAvs@wRTm7(^^pvTKM~%YBx8~&0A068)jt^JnPM3LDN=yS^_Vn9^E?gjWK@Fb|Ea1> z8;GZi4CDmjE{-A<`<;X4)7on59R&a_yCw$nR?x#=zP<{03|Z4J+pKq?Tyc~84v)@I zHSdqh<6$9Y&FhpdTQg~idP_6Wi+qzw2Bu{3IDYc5yQ{cA%z#mm_J<{{EIamk22D@1 z;KHSHxABJE^{;N2FIoOQ@qLZf$Fi>9 zZGqck{`j%LqO1aReVhYwTkOXEOUO&R%@s!jW8vcZ$0_;G!9ve(?Yd146u+CgTNxm1 z+^KGvb0bWtEWJjdKoah4-?hsix&;9dlZmP+ZfU^RtOJ#{Q|wg{hAvw!BNMV2@)?;4h2GZRC;%iOxcSu2*4Lp_ z$G1`iwAwfr9H1Ut-=ScLOT7&IxxSxK1{vIP5#6#wr$P!+Yn!cAwyUtV{E&39x}j^d z)mG`MyskyOi;?9Wi=x$cnIM(cFtF3Q!WuMB$)L^En6iq|a~>blo38VNm4M3_7N0`N z1P?J6ct#XkeDML7*#2(rZwC+>V#h&q|I1B)aIcQ^03c}e*w;*32Wgh5XhLL&Bm&MD zT@KR{B5}%_Qo4M0La`aJpBX+kdvz8ZF2e9PnW3*EC!U4vk53Cez^RV807ZzYWRv45 z7i?GrgM1B5Sc9-jOhnFPY#fscpyp#hzvs$fD6B?Ov^4Os&Q&@x z>9m@#zhJavprQnWES&-V4KBeA?2*VY&Dvqgvu>ObQUgTq0OeIr+7Ps*`|^26#1NHq z=|zzppJhZ*Py`i13m@qx?lpA~Y^h*jD&7-KuJVbCQ8$9gh@X5@?Wagi-+E~&hTe=? zDgX_Yh=pJG!y$?ge0%hk@@;?h1y$N&DfxCYYf~C|)PNP0W^@g{gL+29&rd5801GTx zpMOtMd0t6Jlf~i8=F(V>ykK*(h|x8vMf#ev)P=_)csf4WytbJwFzLd%cr^?t+~jWJ zaN&i(YfvBT${7R&gDy=4HRqF3+S_wk1Hc+R=)T8>a*8i|ne%dOHx?JPKB!AO-NhDv zU8rp*Mj&X>l|fqB(O`1nI?s->8Z`!{SC^#!`P-(Z6#^%6|7Q1@${;G1dViT5f~l`> z3bl8=XeId@6?|{a?Cilq3$(zeRzOrtKZao@njr>(Oi#J*vClzZweEzv&7@DX1MmYR z%aMayrD#BM>&W#bmgnNl z85GOL2gb+2KS6yujEa!RbnJtKA$uT-WpIh|8%^>efmp?+BRF~6U4Or?=e zytU5*qRnL$2}j+}0K2LGECAuL8DJkf8|%)NxO=ZH?c&yklkI^<-V6kc=fF?mM0vj! z*S+N0M=Auym$>+p2@B!N7lH&dOB^h#u%PQiM9BkfR#rs4ZHnYr$V$StcS7lM7!?`F zAtSSivdKW`+=B~=xIpc_3@La;xjrXpW7+fC8e|y9d=#yngEuF|yos7(05CY4_2N`n z7PTn28RBQwF%f;--W>20;ox1wo)BEX=0~<<_c#MH<6i#+dVBu@c;8ZZAg4Q03ft)t zEVsp1wNpjs#B8r}oeap?RH*b1zk;`1(0>nN%@Cz6E9>)o+8IjUo}4NK!kzeb8lwNA zDDao!xL&qMh#rig%H*m z9!2x5SpNy#q7+|-aq=%qcgq?s8}H8zJ(I?=Z!}ta!!km8kaTn)9t#%*PQ5G> zh`BeVYW~Ogt<6R0-it4cF2o@VR@mS$ams%V(nUP`f=@aw2NB7&0sQ^}0Ee3K9oguF zHO*LM0>P=d(@To_Rh9YB1){KfC0Z0d!^YIM7vZNx2w|nKPhKDv>Rg!5UUzY3ax`k)!6hM1rd4XyMZ9Er@R}_cqBS09DmgLc0 zX=}KN()={e?_ffn-!X#aJXj$FuSH6@S!S5oolG;T9%c=7cVV+ynK(UE5Zyf@!x|eC zx#4KEP=X~90EXyArO&=ums@>71_E`p?5Us{_9KcRPQuNnbCu>|4fJ?eB1ErfA;G?l{nUkG z#p~;IZzsGv-yJ$wvLW3?6Z|Q(;>&_{2Jh0u%6<5-0F};m602xkIYX^}Fw*#L&3U{) zoo*pS95_Okc+AmnOp$`C=@8VzbW0JBQuWt}CGHdp$o0eVRz!S)rnmxEJp1XbEw^*# z%Hr(Qup*xjhFULl3kz^!;PoW$5`J_L@SEZW&dZKxF`(Ce#2?sB!9Hta&>5NS%XkSf z864+cfZEX{#gPd%jm_dq_e{k+3U`+Movr?*oaB?W`9poiBb7T3);$j^rAVJMo7ZzXf zCq?d207#yFcHcDhL`peU)#!DsH?aW5$k|ZMQ4w95!F_U^J=cy6bx0uS@Ty-})tssp{ndRMS0=@(yPR`Te0wyJ>!{lI5 z?gBhtXxT70>2iC0b#Y@6LTsPmJwXEu=tHldu5+1Mt--a%;o~-BK%dzVKrmi&Jpf+4 z7#ka_-#E#df1ay_1Wv{rY=8L*jv+wq_Yfxu(ii-E3?Ml4s|(&Dqyg&ByJT7$kRBWA z-EP^h_0zO}Xa(W*uvvW`P~Xn1%d7c@Xk}UuH_N6J(G%$Q{Q9C3#bUHra`l)7G{7+R zWOg)ya{1Ai!Zi;5TV?XWa=L9}m}=MM^xPU~Cv)n64Ob}MpQ^q9_10FE(Za_SDX{PY z^$udC?f(c6)0HRzKGe`DIuFk^vdm&`2{$gw&ENmG=bBFRJ(t!Tc+a+leafQ&o zSmtK&0o}qVCJI!ID;OSc#1g>=fNZTat_@&R$}4x~y{uR84G-3T2Q67ZSdP@$z*Ea+ zGG)tyZeTt!zr7fz-2|N+!-@keC~AmH=4(UhHR%;*;oT=_dVWG39%0m5tMbNz2)?ua z`A+4y9zf{*=cvIa!}pdUBiM*b{kVGyb8iY}IvzZIvtS1Op7dJv_E_7{J}$^lCv&}B zWbE@=(!N3D?-BDleU(yUSKy$6`92%F9Tn(iEBn5?-xl2M_IrqYzfMihXf9!7=?$sM zHU~~4fS#?!Us0petB!{0*cbCrhyUKc&iVmPxcnXezd%5i|6u(o5xD;k*Prcw;I;p* z#dPg)+faO0>-LO42LHlM5PKS;IiQlkdofy(QO|n^@r}1$p01?o)FiY0^qQ+%|1+t3 z+A`V@&HBZR5A9E9#BEcVWJe5!297P@GDI755XTotQ5=O|7?EJ=9P(A@u!&3zU&_)1 zdoLs-K`=)Ur`-{mibm@XM<@6?&CCI)6#KETD2JmZ+fj2^$-GcNOk5(X<8B|&9F%Xl zWbnlD^ABA5gOi}(#NoQ=xPUFpdXnJ12k^K43Z*xrWs61YkjUTaFoD5BppJz$&4D_0 z9?Q0)MpH(UijA_SN+m|WyoMkhlAV*rB_$GN$7rBK^B$5jT?=uglo9V67hh$lohAbeWlMBMQ?c?w~29t$6!^eNYQu>u05?zF% zlNyKv`De5;*)w$T%)%T`P?&j>Q)B{|+{(DNg&ny9pk;oQ)|bN#{XqvnTy~UCK=r4f zJ%PnVf~rnS&Q{nJcsW^R6_#FQeuc~lndd@4LI#~5zEmYtAW$Zq`6&8o;>~4U0OBYC z2$gwdO^XYcNkKuKbIXj&UFXY`Rtyl!9}5#(J|tb`i|Wk`^vkCmyZ5+$6|DzJ=c6ZIpOAAyT?$>Srkfy=(=<*OFOp z*bb&z#Z;l0WU`PG!#-Xc|0kmVufV){4APt&9 zvMkif$FTbI*3jy)st@~0E7h!JOin8h9GGmo_h&+XN=3&QKXwlMJCX_%)6k}n(I}-q zFy3@ddw)7?43pNv31BfU&PBsPuVw06Xe26HjKQ%k&JNhI<*{(v#&=PB9u;mf6>DZ_ z44>j~PlTI{)HJ}o+X3ckViudosKe;7^McMne? zBnIt3CPTnA9?yhVu^L`SQ9yO(aA?P+laP*BjqnC67^z*@nvvA_xeRRtZB3AuqbhNm zrFvs=?9TMBDqQi(lGS^xcQ)3Qap2>`KsqdLP;Yx^FIhQ+6y6N%7tB@7wa{uU#d-wq z;rddf=J?r_5C)}{4+3KWYa7X@@cGcfxexznusr~XwyH&rOH&5qRLg?9!vOob_x+x2 z;{y1lC8t)for&7rgy$_mq=@sR$UUu3|@wiBd`H60=^y&MWb7XX5 z^_hc-6R3a zHXfi&bju3)=LU+*u9MDvE_&7EW+J+6LgH6`s(c}F<1)wOLvdFYf{fCpFK2?Lwx4I( zm=&dxU0|IXR0-zK(_QS3*ALPUdL9RUYTA5rOgrE4bGuIaGg6wQRoo|AnBGmF$&u`a zisqMore5*6{+yD`Wd1QnLUPxtdlV;JV+7= zA)IWdv)GfuN-tSAAPHi0JKQfrPo6RKa_wb}ai|!$)fbe)2vo(BfhlVpX6Se09fJBI z+kOFdvVxup-&s75(zOCBvA;Jebq3pZR=5+`BL{(U4&8HWc z=y_R3yW{iUqT3y|JU(xHzxVI?ypyX%2TyZ~ss(KY(uT239Q{k!5@i`>-AG`mABUlt zi1Kx^693>!ZtVO1@`wjW*G1B_t}tMfs7;YCoFp~Pe-PM_9NhOWbR4jG!8Pss@7nMg z-cDTj)FSZu=wtT1$G06(MZHmNHmcBV)Etb~#V!WMK4qe^e3_A9!~v|Dq%F*p>riX}gB}QQ)6$D6|r9AYuSyTLA9B zP|~UPg~0%OSHY(M?rcEu9Ft5ry_9}Vo95bpQ;WAm}@)p$q`zQR0uZs{YY@ z>+>*%mM?Fnu$Ha~x4B7pNs^6dK$en+26D^Jvu0GJb;zF`yW?7t^9EqmS9u`xmti2B zO(CpJ5~@~lMLJ&yiOBHa_W=N0qUjftkp3{`DFsOWEo&DWXSGP1LHvZ|*X^-*ze%HB zCXEQzXmLufA4U=55DGu*)u_p4Wa&U4N{V8k07_J6fueh;R!UDDXr~-TgY(qpkZs{X zv2CP%RmA78G<+&}|N7$n`q-cH@l*S$s+=8rV2m>MX6dQ^ zmo^?oEGL#HntSo`rU9Y57yCypY}qq?pDkG5+?9YWVTzX`JD!F4&R)Io_hpi?Qo}(J z19U&GOZ(m4^@+b{4fyl~aaI|9y2c=RrqNtG3~iMV;)_UFCDu-U460b8=Ra>|NR4VO}cBz4$hYGnDG=y?EZqtsT_`eU|1f zBj@544fqB48^($%3G|m1&(W|S)?bZg@RP+h8PRw~n$*^_mN3M6N!}4n$A{DYOS#IG zc9$!T`k!`{>3`bQlHaz@|Jv2>9sPp1$7uLNe3R>AJDV}N2e*l}Ygaplmw;4*40!QQ zvcFTXT=Q3Fj!rSN98Qbi#1BCbeGM$y7%(Pdu*!pQM*s0@=3;p!;3|4}DkuGx18C)m!^ zT|XRdvW(vRWA)Lf<#!Hs8>PQieXTU#4Ny%+jUD zXuI_|{{O(~oYE#n*wwMe$3vKZf~!Bp(* zA*`o&*6v{XIZ|L|=Ne>rczPJO9DskqHPn6g|3Kv)h!o3_g{cje(&o^eAE57Kh&e!9 zIF{Ay$&aI2BtxG-*ozI;#L8iNuLm9cY9%nC^p3{|bj8b|zZMtxzJ~i1c{t(Mop>&$ z^j-{ZnoN{MW=_zbmfHD1?vN#R7jtmwCGg?pNTt2Ltu^Iy)?qBr=@&RNoUMwg9LBTV zF{vz~_m(`rGazWYyPoE)${kL1KSWW7@q0;IZ$*XiJG7~?7&m3K>`m=W8+vF|e@eq5 z-CqdH_jG&gD(kf+7GZJF+t6@oL2x*h>Jl#yIO<05IUJ(~jyp&79|qlV z8%6ZH^#u8n{r*-VcX`@Q?`9F3Ft>d`*#_x$=Z%nIm-`e+UEMZ^SA`ZQ z?DRkZD>mgFz$QR}Ove@}M@z5sN6xoIAXM~rlN0c}Tfe^#CZHi2>=F5N>Qyap6dVfx zqwIj9klh+bEoI6#P_O`>*qWE6z<3R1a#|bhG+p3td~ZIX!ruZhefu~jl^H4CQER}8 zyde4VhZLei%L%hyK!bC@K-|Dc(a8SUKv=Cf(<1+pN8J#)7VYy`tUe6h1{5+evf9|2 z3X#HkECC52Hm8tFCUG(PNx>p;>3}}Kzbc|+)Cc@0=X=(FqkkA#P|FY;6&voZEftrP2&;i zE%rGA+k1^>^?l{d8z%@mBmY30jmcxcePK$g3ZXHDfONLs&bdAG&R!-@gBYp&sCybyKny2mOHolN0y0uPA0%q5 zsK2j(*=C3b=q9ziy8wa2B&8V<2sV<6M(foy$S_RP+uUWEdUI#ApE>Z-cS8BE#=@!|6(kPGl5-;Y1%N@{|>eVu?U?W zhs&FbsB~;YLMAc~4h7=HWrV~5mu$46ZGvslhq^ZoB?8*W>p!2N0_-eN0!4>B4|mLk zi+O)DAF!2uCmqfAn_~WfSi(&{8vE_|UO%r^|A#afe1fa%^^wyvJ=GDAX^T}ahy~HS zC_7PpQG1>%$J=fuG#OosSwfjg2OQqMoelaPVDNyBLludsJ>+6QmFNycc-|AOPI#ix z5!VxN+HhyvG-=t08{B7Km|auZui`M=kIYG^m+-Wn9E8(T+!8iYg%<{DOQ)ihtXDI) ziG%l99Ax6SFyyXRXVC+2)qeb~TSSGpmiIBzdAH=2)h2*&F(cs9+1=}>2lG;;L~X%B zJ357JvCn2@nC25mWpEWjJz3UBE>N)UzDh#pTL;FD%k`0Ulr`(xV+`EgSOXo{ z9f8{Lu31xOqp0|J9G z)e85`cnppFJGpwWLSy{b&lV=IttD&R0+Y5FF} zLzgG8OEvYy-GaCly+cvS0D;6b+<=Galoob)oLpJ2C>th*Q;Gg~Iv2%*`(fp^PHp;r zj!ev2&`D*rZ8dk_bw#|YT3qaY)8lLG)XF_>yQ)amVI@xCQk<9oI(EY)L`*4JOqT9Y zd7cG)m9J8b6-O1mq!kkLAb6n_Lz^^Lby8yqa~3zQT?^0AaeCARRLk&OQD)tV zmU$jJ6uX|8{E`3k~16N?dsICGbGeBf3c{WDORmciEc^I8&Ps%hJU9vjOC+7z`~h*0l9^&+DPq zPS2r|zQ`i%>M#Z2zEE$vgqOU%?7XsvkD6x-3=^Awv-Hz|Uiqqo-(0GaD4>Gw*WDWc zx{ZUHjM}S?FJc*KC;&GIz%A*iV&)dHSj!WU@P_Ui0ELixuM)c~O$!btKqCuNo5OyM zG$lN&?9_#k6*;lKvXjQ93Ebpc@LB!1JCH`z$1?FjVJ}M2T!U|f{gKu^F$J!r8W%LCw-`rPP zOns{)E%ChlKLDmcS--R((cHC^jAD)1%H%yL`LZOF^LiVR@+N*!!Ful3-WC{eYd}NZ zc+dxhr-E!WJFi3Z!|wOUz=Nkz-3vNi7ptPfS}os>u*g#HLRfZY!a$oE!~Gi8)&XO{b!Qa2jNE@Q6YkbuUGl93Lm2Gki6hJ}t-p?++FG}Bs4F0Us%WlTdOoA8MfsW#cf>MUi(O)fW+|0MaMEAEPJ zDs1vFbv#L@|GoTwGW*E2eQp*m9MqfPH0SGwwpg^&6REN!ua;PF$@{h66m8c$P~HGS~;RZA{YCiL)oZ(#zV6Ul!v&EQ992_^o{IV@)~whP8gIz3TRCd;~b zhb5J8mU70;?Cjmi<@W6g^rC zwm(nlc|H{`sk>F-JKw}Zo7ZLDQ1hmS!*a>8FY~UbE2<0@#UrfSO|hVIljB4W?bArw zTbNWjbue%0)#D+hsx37I;s9Xzx=RV8FA3PX&xP zfWs*3@6TYId(rwLOP!EI`$xb6RtcmA5CL-%G`Aqt0i+^RVpcZo?FrP0(2q*;2y)_g zci72BVF#Q~46$R3O<{So>A7!K{(=1Kyf2H&cP+htk>5k%Uqw@tC6!NW;uiSHo5d9N zyT)>VgIiWC`CM0Zd%N}x;YTO8jbHRlTQ_l5!kA7xlEpuLeuKk(`z%py*RHHfH9uVZ zZ3FP~%`>F49jk>%tr!k{I|e3$ktSo~Nn#W`Wc;-j7CbfFMs}#1&V#EdW|Hq{CZ>~% z98GtBSJ7LrG&cX4H+i|F${*{pSV4CKVdQ%po-hCI+b(!Cb_vWM#?^s(muPi(-XLqA zH@;oeT}NGiGO0>nBI(UJ+t zt%920@d})5=NIagexbEZot3nc%XPiULnwmN54c@7zPJiV_8}grXddYBN40D`^;V&O zHxS>Z=zhV8YLO-LzG>=J-g)ZK6&p|E08Pd3up3l6mJJt3!ElNa3?{QW`S6aO-|7m9 zI^+C++48YPqp7a9Wpt;f##oZ17Maj`Acsf+h!X)agewnb)F;i-;;Khb8}>I+oN85-GlZ$h%-ap1cPd25^xe(_qNUAf2HPNFg`}Xs811HK62ZiZDUH!QU-X<6IXtPC=154*wp>OahtJLAFCBkkJ^#?C;TJ_GRCH=OD{O z1dO9&KK13Q=r_^Qr%m6szHGOag1^*En$=`mydWG7rp;VX=+SQLuDfmD&1U!a_i0-! z7wMIswME(1vn3q#H6W!ZefzSI<2sf65U7HQqkN=Ps;zs3kb9+!SH`45Mru7Piw6|j z`5J$Fq-_Inq3&;kR`(_P2nS1ldlK#Ky11oISJa`yargM+G2mlM8?`kQiOaCg7g671 z?KWd{m@&%aXuwkpgXzK2KUYKSf;WDt`zF4Kk)Rt)ZL;h*O>usJx&lZF*jS?@hTpQr z$LirJ-m(_dxj2A>48fEbOUMvRh16S8%d#C~)d;zL#$tAM`jK%YEtMI6WsZP~Gn*Q@ z)AyFKSMrh)ELCDJH>^=&h~yG^DMx}JP5^;M4N-&$h;l1mhTc5+t3OKcSOKsqaq{haCBlwTs=0DQKGzJP42{LfCc=Z-)5fu0&HK=3;%nLq(f)MD!7#R~N=mKQ5 zjyV)npl9K;eH51XiXrZ}-$1tNxEL;eASRU-C??08fu&@wZ^6ESxeVAM>;)CD07 zQg)HI=obc-)%D8n4bf<)FFEwd;uqC7LMVO|Fw>lK>ZHP=Rob#1)>!MUhd3n%z+QSXxRwu9$mIo z%!qhN35%kCEQ>i|s7fDG%QWTAL)`8O)vhu&B8f>~8D^8XBj#aniGhx=QJ&{O%< zHXYiDE1&l5s!dn*-RyeVR`=lE?abf#s+;lI%W07;f$T=A@oACBbP6EdS(-nsVE^xX z3UnEBupj4A)Mq$Y4vFFH^3DGM=&VK+m%-UY69O_gmvFB^6}LHuK#f%bGccDhzCjeX z+}uF)dIB>tmvCl56u0JAL5L0lGc=cQuR#?LIW`I}Ol59obZ9alGcz)mVL3$=12i-= zmmpe1EPp&y`};>+8vC^*q+=(IG4?I8uOr!)(3m-6hB3p;*h7>hyRyZVWGy6;rED!i zWobnzYeY&RiQ;!g_uiJ*_x|~N&FjpW&-+R&M1vz0m9znC z6benlThP!%0tTrBw*!5Gh-eCcR8&?{f=NpoQGY-*jX)+DqiLWvfK;d90edij2Ksx0 z6aZ4uf=L5rAPJ;EaxCB-2B1J1+950eL;`Z??Sn0uN`rf&sgM{X`4C8;JY-@-4hW+V zeDE~74;46^?ul+~s0di1F@EF_sviMBldyoLB1#dkA%{R90gxk;0B;bFCgK1x4sZZn z0Dnh&6FYmr%C0fU$v%g9!jS?FY;p?H%af4j>82 z-)BEy;{eI&aUeyyIm*Prz`@nl1c{*E0YC!5Acabxhy5)#87MR0M{1BMjzad|4gkpE zX|w=s1R^9PMA0XRN>e0Ld=vwS+xa=*34c@|giP@Rpf?31g4=}&B4MF&((vGS2lVa$ z)&vYlqJnfIQ}TDAKU7M{2*PRqCI%IPM)yhlt`1N^@Ru-nGq;5!tZgzwi5s41@y<=!n5PvoN zr`r5_Z48-2B~WS9?;b$_M<9aq?5Xsg5lGt@%D~3L)WqHaZVhpd1V@pf>W~y^p|ovn zx<3PBYi&SXOBFyu51pqbB&-qH-yh1F3Zs|Lm;lv@My7-z{)6CtBytET;=iOg0tt(w zcL5s|fN&%c0)s#c0e@+L5&#AQU?>KUpoiXO4jo3)VW=dL5dq`?0EZ@0 z!AJrQgkG=+DmoYhXp|r@GU8{!uO}E%1Hck6G>G)j;J~)MTaa*MKSP%z8*pO)uIpqF-X70CGra?ra4cZ@+``?BAT^sFBAb*Da5B=Zt zoI!ftayDd&KbrWPj6gLdgo0RG0u6)zUgYoicUJ}^A0i0Ak*bPHD(cGLC64rIBSN%> zRuh4~+~{)k-((PDF@7YFN(EGvwnZRRncuR9+Ck49K%i_<4$jUB|3Rj0WfKyHj3tnK z0A)3G08OEw!(d7fLzLCjfPV-iM0_k5x=kSfp-3XrAQK=Uh!zRp$P^g8%^Dg|6gsqh zQieK*@P?M_zlf?TfWSZl@B=|2l>h|kr=v1}2>79|4xK;>fsFl01M)%n5kpxGK+w=Z z+rY0Ex25leZJI0nsKnn3bNg&hqmcbTX95=byZA{3st$z^>aGNF6n_cf(C43D9=`;T z{xM!ZSsNOXLnGiS$^cwh4Jw_IswSYJrWE;$CFc9)+MW)mVgH=zYXbnmP!Izfc}B+Q zob=6YjK3IVQZjgnMOsU7p;}PS#WIt5B!93~M9BF3qy(s68q<8dK&F&zZLaMRl^sJW zcac6RK-_%Ql2tRXf`2`Ha0(rTiW1>6F}Ppkr05u1fEqr2sa-;T&a&u&YlZ5gg6o;r z#Q?|q^F~^&9bZzF`?q+PawLvix;|RW5>oaA*~CvF{uw&VBitr3JlMua+xo(vo`Sw* zFtYFQ(F^f{_bvYjxY@xs&6rZA|20`|x!+j4kYcty4!#3Rp zYjilAy^Kf{J-ewHGN#jO>im4N4G0dOdmibsZ%mqOY1b89D3Pou+BJIS+pDy&J#{nd zLgOvF4t@3$ZGDV9pMT>2M57{2z(jkht_p`8Xgl4K zr%2>>tC0z1HgsFC(-ty6s|{yzojH_=Qqy}VH}6cFCnvo6_OP|Y%|Neg$kTA@8qU6e z#$UU0Nq5iXZ<#8xjrZS2czL@Fv?R+V?E`i{Hl9=QDtnk14bvk&QMv?9l@(}_cN~d2 znc(H-sefS}wCSZ_;S^3vi4#6NeEpE`a^m%^wN$1$+;TL>#FHn0@Fa;j;N;{xJ$3I! zhEr3Hmp8BGn3;F2so&A)G;Fk*sttP;RBc0X?C)IS^3P&;RM0chiugF5n#RPf(l*al zlH{4u_ee9Ii0fDs(LpacS@#XI51PB+Xf1}BFMlZb0arX}#8q}qyH6WbP*E*dd8K9oDGN)!mD;ckAr(tj4!q?&7a%=|5rR z+U&Y^8p$N4I@!M3o$8c3dF0v5^HunAI4`CD$a#S_A|7wJWX`ESTH|% zv~qy4d}&DE*KJc)kD%Djp`T`g4~R&-Y_eEako*aI^#!uwiLpCJoHHfh!wyAL_bMFF z-YDRf1MJJd>T{`6>`w;}fQvd}LvDg^^H?(nq-5Iu5XBtT+uP7T{kG&?2U04f1b=Un z*R=IVTX}m3_Fh+P&#YoidAcv>sK^=<{xw_ji`U~$bxSD~osWE~+4wJo_#&vH%%lia z@q`CHxA50fo1B~7TP8F{P*JYadmdd-IDS7wn?)Uw=y4%<4WNOj_j@HWgzd9|^y?r^ysFqMts~sjbj< zGQs?mpcm;4Kl5qVSk5X)*j=i*XedO91o{0M_Ak+;arj2U0mI`61m~)EnA^|!IAgCN~}oN#$Ol4{&K~Ly6_G@2pjFXHKZj_mGEZfLV8r$ zX#GL_k&k_9!~9qBE1yQkGk=P|_~=u3Kf#;HTLSYnbw|sbp+Skt+nSb-qHvMI2r!tb zkhuHnUDfe4RL!DU#DxC&;hrnHQQ7Ful+b25DT-b5JLd&9+N58p-g}chgygXU6E3L_ ztcg-FXzoh&a@7tgv~R#k ziasktsp1XWUTg*R!@Eh}5%R+ni^hAC9iCZ9=WWj06GU5@t%V^+&wbh|Ap-Vh1-kE!KIPzO&T<&^3>};#ZdD!@X40*>#Sbv1z1a+qJ;;7X#mbq{9 zlI}Hv#PPJUr$z2u)?!I@$ug3{3Hp{Y`sOmavWWC)&V(2XAeB9B#NA}${qa(6&eQTFb5jySLUHOGAHNN{JjO1!9L_V_X`G2@yK9I1T2 zxvF`vx|qG6^%VEj%?`>*UXMR<3R~|D7}R(1;rfDZnPFtZ^!?OFcC$JtVcoMh72M9v zc$q9C`D8k0IyiK`QTYQAhT`F?_XQ0Sa9dNn>y%uzv45=FI)wPWStiDFue_8GA{o-h za5dj3n$BBSlJB^CcxR^03r`!|;C19xzm`+ReAI=f+MlMk8(rG{+VtZdw`sDg-u=am zgGuZ*wjvdX&Ipn9hD(%NF~Romowxl}eX@;}pB;}D7L{h$B3`osc12ue7vpKJSV8JY z@rSd2dVhA1o7f7kQSo*gfBMzvof~lK#MQb+$wP5%7MDXiKCBK2H@dmyQeY-|V@I7;253E01nwtW-XWMn*re{JAaX7*C{|Cp&Y}8ZhoDjpnftvFtT~U z>L{|ddP^>rtJY%Kef0L06#3qg<_TeBtsp^d(W_CsZ*Dj*)?tSeg|f2oS0!s&pzlDJ zH#}wOK~Mdxr7C-ylHJLA;tE~>&i&dvtu1zeb3cENk$lw`IA7|bGt%>Q`mhaYT@;bp z;eRlyqCX_OcYpTF;2OeW%%bQ*gCNPhx!0VndEZOkv#FkU9<;wtfBQ+&3rsxTd3j)Q z;>9U%+t!FMGId6v`)X!fs7&dx)PaX(OM(Zk%7=!2do8GmTL|q7xp`_O=TPJ9#o}7Q zK;gkWgk7|HmA;oj<38^~a+r$kIxlP5x_>X5w16#U2bXKK_$3+>y6Isx!Pu_mn&?QD z>Epm~Octv6v1hRUA!EH&_Y&3}9&tAE9mTR> zz@0DToLaNb-Qwv$lP-&xy~P>(fERZ?QX{?F?0V10NsYBToV`89P!r;IBp`8@s_|Rc z1BzLnw6jjKKIKH9k1K~%%ZJG`aDQg}7~Zb@R-n7vi@b`M8XjJW__4FzZ+&?!uIA`f z%FMExak`C>CIx+6(+b_oyD*YlRyQ7ud0zHb{w$LGYS*U<;+~>oNOjVQ2P{_jM$;TI zQBrlr9O50kh5P$3EB2_o%Gc9PV$*i+(BG@_c95?m<57Bq28~$skYs?7aqDQ7j>LE>U%JP+q3D zwWo2_L+cshli&To%J3wT-tnW z>vwxaq|1TW`p9^Wg5Gr2k+WBfb_G7W6Rg!X{+4GYnq7s5g2o2+U}$^&*u2=+jtA*+ zN#{|c{|^gYv_%SKZkNQ_L=XZqHkUBIK@_*%dqI#h0y8+baIZnW4gxeVw=ljzsUQM0 zGM6yEK@<`@u8q@J;|>9WyE_4b1q<%(?(Pmj69^FC?L6n+lbmzEzu#a$GndU-t5)sW zqp8SM)EPz19ZZ2z4j?ciD-#PJKtWN>!QKSK%EG7yv~;yIaR#t4v9NF;QBjFI15Loz z4j>5=Fpv+x4YmS*D4T&HxsV7J7G5MOfHV*UbcQ(10j8b+MIhKj!_yJS3ZOOl2dFr> zfEi6qTp(^B$kG}Fq=Tf0J2-keTU%Ozf7f7VWc*#}ceWT4K+eR>*1_Gy)*4^}G6%>p zDKY_+9NZyBYXGeS2w)1dGO@D&I9LEQfbRjC>XK^e0BJRUWla@zIwnYAbyr762j~CM zBCf8XDa`)*8hrHvY*4Dd%9B-O&%!Tuit0Id}m?8wK=?C$Q)Wa;VxW^!=0WOB6o zN1uk3wF|(1-ND%w0QqzV+5!J*j4Q|-(oV1y@LvUf?+QS{+6)MC0sc;sa`>0i9@0uk z62uPvw=hT}z`twS{VN>c0tEgCjg^VZKe-AjDhdF56KfC{2r>bgK?1=hU{@D_@jo`m zFVLLkUjl&uaaU*O-yDkn>vH}#&HqXlbAYT&-_F~A*Tnt5cgzIj>f-fRZ~k-HW)2`1 zYZtJ~zbXO&7S?va-|Ag{@0m5|ADg16lB|@Zx(1^HWbiA(aG~i#yocLsYvU{cfLxHKb2q2WL;_|2x>WAP0Al_y32(!Wv|5 z@w@kb=B|#+njmW@SD>uK|Aa$KNPldWKrny>0CWNXJ|B7p))qj>2a>moi5n0Ac6J5&djIYCPlUwE4KTMh14Bj~a$J!9sV)n$Z~*ZB z%M4NSzpnoo0@{C$DjnpUnmd5(JOSoF3nXTLB?mBMBxwKtIcfjJCFN>or(|Ler2RiV z{qH~%duuz-{|x=F5N+UZwX{kO&h{pD|K+oGk+SvxnyXlY&8+^_+JD()!6uOT7X?|` z0U_J+k4f|Qk+Or#F68-R{rm9+U}WXs`Y#`3EX`~|Ko=JP$G_5mkVgEMVo3LY>jf}> zODc*=tLnb{zhm=HoFvH1!Q2{T31H*o0+={En|LCzKxToBlM~?03K?v3pvOPM0$^qW zIe;N407qA_FTldV8R_?ia&ZEfMSq+Ag}4CBVt)`ffLZ(x;sG#A{2Otz0GOrzAXWgg z^dH0qV3zrV*a6J4e-MOE{ttriDf~fy5I)5}2*RiI2k`=!mH&-+AnYoC5QI-O8hC$$^uz|`Ckx10Q@(E>?AYrKkBh^{tmD=H*vB0%Lb_d8Jxd=ZCt;@ zoLo)p{wfXWj>R9y22o~V{fCPEH+1{M&B_j`YVjwZ^LM&~tMgw4At{!BLCE6%2;hKp z*viw<3JCfu0%EiN3qn?B^B08l-S#gCY5d>nA#&~iKvsyjKb1KlsUXO4`pXYlzr!Cf zkYtDda6=a3_{R+?=4b-BasFd}PdQls$NHZ;$`0Xj1Umn72mU*h>mQr7!=IhxfHcR^ z4syT!;e=S6{(_Kp{nboXNN@fGb3z2W0PU^K9PAwaTITNF@CYTR8*&nlZ@Y!R`)!B|vJp{skfX;Pw}UD0Ba7iXhp49)CeddC$Kf zq|IJ`#6c=~0iFLv^`8$pmERZrKQ|c5pQqmcyaD}#)xpjVwm@xbbI9A@Um=Pnkn`rD z#{#*2SRr=E&;R~s@E-(Je{Rmdvc<$4JiHk>AcM}x#tV5^azK_284YgV|Hw7_*UQL1 zS0Ch*{V)FgCIA2eJ%DC^NXrWjX8a#)QX4``{Ukq4mBCW+GM!c63B8w#f4!VB)kaJp zk+(wu6fO*G3dp1`bWo7tGw@3e1Qoxh`haWqywRNWW%9eZs>rU1pQ0ZznxyDxt`?JK zP^RKiKv@R`-LYJ5fzD@+naq~>mNx*+(Gzjrw$A%#wuu+a>l6xq{j!#|d|3CQIo3uT zXFDv9B@Ci=;-#r}XzoKR79(dVrd~`&AG**LBCC^rSj#6zY`O@vBz0@*8En9^fJp_^6`IG4-0dbl6r*gFq ziag_)3_o0dZavi=>DudzB0cXQ{H$L#Mu6{aEqsSR)3D_yRuiVLZu4{j;TU-S=pDT0|pn;wlW>={7&tOpXmlH_>(1o=~AH)hle) zL~1QZ{F+Vpz9RdaoAoOR+lTWZ#6>JFW>OJ~5C~_kOpW=XWLcd+iSI9 zVIjOas>;c8N~cZNwR_1YZ8rk0z4UAH;`QSSq*q_2F5+2hLE>y|WXkhds`a?)$R|W! z!JapN#5tg(eQ6}*o7bPb7Id|?HNjqYMfMxbvdKyPBSg$<8-g4l><8wIn4vif?V z3{Dk36$C{xMvhm=ey@CRf`&B&jHlHBBo&bueB^oA+X5@lFG)yMXG|BGbQhZ)T~VeM zu2s-h%c**$?rn@|^D*ohi-n5dd!{SRMA&41-#NZbQk=ejLfN_dZdv$du@LoZYxVZ#&&$ny@nZgHl#`lboFE>-uLR)+BFlRdplzBzxcTli8 z3Wn(Lia!irX_m1MbY0K?;H*rvVhYhCUbj2eGid{sICi#c{A;!*PZ=-BftWhvB4{filE<`* zGqBQM{}DvHJw0TfW$_KVNt1(qZxua&0h7)KxxJTz>yu7$J&M@LY#d#nLgWPD1}Ug& zOWLh?hsX4ooPi8VBp35TC1K1wvka;5}7Ni&`Dk^;3}q8x(um%TU~ zAKj+YVVCh}Ua5Ulb?tqhr8~~>E$EA#CUvk+@njq-8zr5;3CgFNTGN~z=gnl6Peubc zYHYop^XkdMda*z9TvXHi)TvIQ=|ZZ! zb8$`>d{hxF0vnwe5@^T*BcFan{6x%ZTOWVfHr&o_^~8wKu@2YL=t44LDf$V$Dw)d8 zO~B2^ADa@1BQg+Q^WfyRHIYDngBnJ!2iz$V5r3CD?r(i(S?qPwvc-^CxRC3GfXB4- zXs4q@Y=_Zty`~Z5lfe}X=Yh=XDcJiy0v}BmP>by2=MA3sddp_Fw8Ku}c0&<7iSA^5 zuGa46!Oftozg#)RsxoVdA)MB6}cKkN2C6r!PW6 zmK^V1vkj;GI&k6VCcZJ|;MChWJbcb1=h(gI=(a7YM)Y-#b9d307U9P3&*tmciF|mo z73f^kb8Jps>gg^$x3hnL$jKdn@hI?Yt?!fJ9$mBkPQ&PXb7C~pF-+zHkb1NL`PEx$ z!y4hClu{Rg_S~?7$3aR{vhFNlQ&F+Nwt9g=n?RF!uAV7qB8CwPkAZ^V!dQU&g2mVNXpCpg5E4KrArk4&%@+5f#l})Y_&NCbAEQr#=rb+P!%Z z`MgH6*F_;BMDQgm@7;U%dT!}iR_eJunkTQ8XI-Z^cl3QUM(ZbB@@UZ$#rw;8DEv9B zIAtS@DD7gW-WbS#>Fk0~qMG3mN^^b2+tTppo zRo9bWP1HRiUS`BbW-#?eAz^gx=oPDP5A*Es5*gXk*g8Ivoi&ncKJYOcC1Jx9eAvuE z%%@ReqKRvNk4si2y`VeK3F9{Y+G7mg>sfnRkA%|Ce}I4dB}~rMNqLs?X~{xVY5sDZ z;YG^6EIv5kMG;>!nKxNA%t?|iAnDANY!j!$`#!8d)9Q7e=F z`2#Nzw`{1cFs$`zk8xKN)jd4;DCcgGMGfr>)2e8XwilFy!^CfIApF_^s%l#y0}Vfu_!0~zw%NxC`c-0=xF)Fn4arZcxlUXq zK~C)HL##Z?`P3QMMnFF54-9E+?hLr6K}VJxFIm*_-dEEPw+Z)?g;7Oh_;qJoFs{TU z>)|`3F;Doq11mAFgl{&{*Zh?&4Zop()iwg7Z^MQ^yDpyyI9tkT5%NAUPn-SnWka;H z@l!$|HCgu(Ugj3g@RwitHLus+arRad&Zz47$S(3T)7M&6$>VRM=y$pusqV|=b?Nt5$`Ju~GC zoGbp%`0dVW!4uE|Ifz+&^Tw^ipXpV;=5jfTw?yfse1QHm9++xRE>bb@AZ%>7J0you z+Ndg4_!C64->D6KKex1pk97CcDS(K_6rnsYF5RtCGRWPLj@yY)#PxIw*Yt+PChsmb zXE<0cIxCagK2tsO+v8qm`i+l&97l1s77cpqI6FL!Qw4Tb+=PELJYSUboX0c%$11nj z<7YlF$G$Lam#81|Os7ttvv3P@cYakVTaAn^ZWz}uLq1U9H#tRaJw~zB=|)s9!&h~` z(oWTHTrMa}nAW~csAMPD&hPf!9`v05cqgTNpsw}<Yd z)H8)P&?d~zp{4964caT5kZqwpVo?%xKK+56dabWqGFp77CRlHW!+NrbGd~XKbS{ta z-}e)Xc!(jQaik~3h;I*d)pOe!aUq1ib=-jG!|$<{g_(Y->wTB_)xKBxr9Wcb{*eRr z#vHNET_F90vVcgmU@KdHIN0dH*8KBDwjA8lN{wL!_{h6)FG?l#>CDe937hipNEj$K zIF|#5PMp{~+`Fcr2g@uhM);mlGAT2P&lCPL)z`*AGlK<{@2^{MdXH!46W!9Z`5y-4 zyHL7*DE@>|puHuczvz4Fb&=!QOS8uBb*=eX{8+Umm>-9g5{*EAnKU|Nv4;WN=!8-| zXOKUA`we?q|5jIHf~)TxMTOhhp%q9e`ZVLw(4pt7%=)DE!p8l|w)NbXn8k{Q6EO>4 zIZsGL0YwdX+tvFJto)WOBPE8%Y;}ug9`9lDofB--c&gjbku=Y~plw@eR4S)>3Fgo` z0#qg~uIz$et`0FnHgFw`E|r0Lqn@5yk6c-13Vvf(=?267c9(w_(N_Uk!*WD=yMmM~%eb zDclovrCgjcRdYbqqKEx-({a8mrS_uTlW(O7b7I(k9k(8s+CXS1Bt57Sy9PA*Q^fO$ zOBbrW)ghF8r&+JZ5jy9TzckDa8$ZAJW7j8CYAV=OysdvG_haR;YL6r%MOlh3Tknlm z(&!sTvAg&h#o(*WWNiyu#SUorC{K~Ma|U%XaVCcW@A19sf2sN~KfSRgS>?J7Q1Vzg z`E`ANXV;LzlDcjoGE#iw^g{-`V(^`o=nAD;6Q@ZdTQaBRyhrN_)uPQ~^*vVnIoF^_ z+J{TE=~c0HJFS^iL$s?KqXNUsCo41Z6xJKj=++#;)o%vW);WEdAEKEvY&{MtOw`^V zm<`WpKAz=yA3P-7)4f=ij81Fm-!$30)@;UqA|>{$1}}z7=7yrDwwSiG9ogMrIevWR zTkAd|$33WPp_&#pAk=#Vr>fGV;kEhCd`oC823j4~4a{yOx-X79TUj!;3vMLf$r}1o zr)A!fNmvQO@A@Ao=F=ymb83`kv;XKX$Fb0ePj zgng#X&#ixFkUPm|lOvwT`U>wZ2=hxBQE9S5lxThdnaiFSL2<5Vk&!@9$~4oLC4e)T z?EL#Ap4Uo7C7Z&QpV}Qj%)3(pSj=JU+C2{VG(}Wbj$%3E`JwPQ=I8L|$=z#zlZt$p z0!&`fm*rW+60i7OxPFDAvep-Olrv`JV#=qY7l8t*@1KF#1OktJAfMtsOW{E7@Rhew_Ve~1ccYrI)h-fAiTgv5G0!~e^g zW_pPH4Ic~CA<^Yfs+lz@R)9%=x8v8PRU%waHl-;5s}w&Bsm@!+RewON>f`#XbsJE2 zX^JXkBS`?xOKp2cHikw;$JvehGjDFi7JarbW=>X)`uPPy6?r(l=dD6B={Q_hH()q|(B-yI1B z@&(~J(|qN2aE06mCo5 zOWkyj$%VykDi>Z)g&q8~ENC6LhiW#H6SAznGZ}s-@?fXt){!Iy(-EeR7R{g8q;N)6 z+#>o)f~|hn_*Dq|C<2X+8f%$z3|9x0)R~b;-a8GbU?b&=yiW}3Na7snX_ z!Q`ZSH<;qgke@bZrs^xax|$oynBF75xQ8o|9bMvjM!R~Pn!moj(t;KGOyEq#x-ek= zbIc7&fEP`{!ah*z;nNS6RZNW=Lvi-q;r!MSteSf}F0xR6zS`O`f7@ScV!I>0{9Kpv zvR6xvF?wX~?sJ*)GMa%t6bbN(8gGM?6Cz$m4$LluB~i{QGaMx?5ablY5t$(jpgxf1 zuJXrSR7#w@$h!Ke0;GcVz}dOo4-UFDiR)w_KkryazA6!V00tu^HV(fAyvWB8kGgu|FYcXi z)DM;%%BSNYSH-saJ05zR+vYC^@+q_&^x7KdX}vLjTjIeF05RSgCgHJ$MH1le?jUqN zINahTK3u&j>(ZCsH8ibc3dDG}MRv^xC-t>6-yq}DM60V?b&kM_Z*H!`aQNBsRhpN| z?hpBl@K%!Hw|%N@AXm$3t5Pt94TzwqMTAF7LcPo&wYO=HZJ;F=etldXK4u@U>R0&n zX_wA_V{|z@gB5;7#^hJExq=j)HV{>1lygv~PH#o`5&tLol;sPuad8awnd8^YkAdG< zcbt}QO5vi}DpsW(Uhlu0j1K$hduNF%gSAgBys8O;#>yq#iGl9P2<3WJfG5VM^yk4wgM?HS?RCI%?H?< zU(DJX#HnjIT(x7qaY9d7M{TR9+g{h5Z1^UF2vv(vc#Ryn#xhuxr}{OQKDx5#mCa`; z%;Yp04_#s^63(?io2YxqGif?hws`+gUPb_-YkZr$^e0=B=Ie;XQOB@p=c6yV zejZ*=nGT83_`#T3(%c2|PAsJg7l{;`C=;<;A_i*wOK^JmR=cS_3NGmM+-cF-uSQt( zz8MM^h8`ijFwfzw#oV`oDrhRaM2XAambBrXW7;2;z?DX0zV#g1csr>3gQc~9;)-Nq zLf62T9DH))BH@uCLF{4o3@+q3b2`DofL)beOO1%!TLS6S<0oEhRh`6==+Oo)t?{nABp7tm{lU}%;b*q`*(ZK#Q}28xVbUTlzf3R1qCV_ka8L;>4KOPnGa zmE2y;Wx)X$A0x}9zr!B|lM~^8_t(i9L(4c~c)h0aiF70l>_k+38tCBxdifI5mX}!f zAiL0)Q-!NLe5w;l_<%f<=15~QWHt8c;V5s2Mypu@aI$Hqx71?N%!rsJ@=|5O&{Qxo zfo$<{ydBok%x`KS-P$j)EhR$OW5`&!nh)tFX*&Z=>()>K+qn82A?~Dq%(#pj{B#f# zrJ~BtD~5^-N1+6M_^mnYOCsf60|Yie+NE^Gjf@DHQe}~MxMquQe~{@uJB!_3F9yB+Q=kz`OI(e~|TF5hv6S-{w)TTAfanPniyahADU)_q!~FWd$c za>rn}t1Cs!e~|nx^%21)a8!gOR!m$Eu8E{i4fvUtN=6G$3rCP`lcqws#W`xdxK^^>a!wYS14CdCBaQn(p)HiiTW9|25ngft$G!3 zu!gvKFdg~RB2G}iTB(_+Or_wIj-b7NdY7v2$|X~ZnJ}&Pp)#V19M|eo;Cx<-q6_+6 z7S;mHT$AU!%>*W?1zebZz3Dy!25mYwSNLWAC{!H~M%tz*W9L8y+7waWYi0Z?)0`>wUSzaa=eWnQV< zWssJ!Edbv6$}nxTDgoBJhv#hv4NDAa>(Q7oDZV^YQnIiH3IB&VmT4rucb5k(r2DhY z0+UaY^6>cmW3C-P#ayM<&l7qE&lC4tebV}O26jHnA7$r%=Wm$TTEH*9-}3b=m4q{Q zC2ski`N_zHwon#$olxDCTSok5JA+qGgI%`0rBZw7y_DfW2b<}1RZ9?09?q04k2r;n zUk*b9XC71qp~t|7VKq9quLj-7w~1FnXiTo7u{EsYhPUi~KAe>y?eTivPXn(MzZ%xU zVzer)$oP+cW5kMD6zjML*IV*cayt*vcYO;GLz5r(@V6uMtj@ocyUiz*T;JJdO;zve zSuN*Zb{eFx!k14H3}4{2_?5Oi!q)7`{(&B+eX>T-kc8EDwn}2p3hH^;rw~RhAlBv^ zdD&j>&WvMfb^IDivcI4l?8@c_T_^2Kd6)=VXo;METJe*`wc#FS!!vupSn%$3V?tLO zZDwqNB1H*9TrsDGG_%Eu;}_vx6%yXkmW0S}!{_!oY95CxPsHu^Tqj2guYJu-C@|0` z>so}S%aR9t*kgus9CjbE%N?3;ZO`uYOpP*+-lWMq5cHu@5L#2Yio{n9^`(V%FVN+$)mz2=$o-BZG_y;UB3gwj=qqECOnDQqvmAKIc!b3r*!xD) zSF1>QR>PrWl;@51Vm11t5v85(Q|jW~%IQx;hB51uwR3^a`Bg@#oY8ef%%02?df+3% z8%feCySZ-8*GbVOaP7R`*Z##65euNUgMewC8h+HG+ zH(=U2Se2~ixOz4@Fjmtj*GC3d}S1W zjyspNVv2LS!TBS3=~Lu5%8NcuwYuM05o4-4ru8_OtC-Z?WzlCYXNG#V(&=Yw8!@JZ zhBpg{DZV7$xh9`a=Iwzbceu`OVRAg%a!=x=xLH>csPTOKp0I5r@)f8dOsLc=+-b~G zxT;V^=}aPuuH>Gd>%pvrl~*#5Qy2Yzwaa{(K&Vq2THg=3OfP@6fu*oJm)O@xXlexo zDb-o2y0!T!8f$O2h`Fvmj>31`9gTLCpGF8jj4wwP(wE{H*HXorY|8Ls2EKEs7`YPS zsF#C5+xdVNc%lvtX}Fx5rCPe4^tFlcf7Ud2075{$zdqb(<_&o&UI(DE-nN9%kDit) zf0OMeAQ61tWp8-Bw?WY(E8UA_vUwDdSgB;^nvH??%LSi@u%*L@6D1bD*JvP-q*f$E z`V`6%&9dp)6G62G5{OXW$^Gj(@1KZuta%&yLiR>O`yS_<7*qHzS+AYTf_9bguK-V&v+%0@$O_A=21sD)qP|;|}Q+I;&x6 zD$&WIC~#+lsAUr|!34&nuw{`Rvahyb6vMY=Z`xk`-cM(Oi zK4w8PgJD9$qM-VZZ%mSLJo$nf#|I8BB?eMt^4L&|o8kdzLhac|e}bio0obc{yPFzK z!lNsm>qD0>H~Zj{ul=oOTq2o1)>u@Wxs}=FZ@EUkeieI$Ew~S41Es>0_v2DEs^Mri zcazYe-8b!57Bq=$)Ftjkjz*+@P8;oD_H^bR6XzZ#3k|I(>e#{S z*#@>6U!U!Df8ThYrNzSCGIN>zaPj!X?I}c?r8hHCu-QNInO3X&2pr2E-&*uGkwMM> zEH2M&!neO;#i~EbSad!L=LrRW)qfz%TJf-I0=nZ|OfK1Gg`xP)Y2 zW6$(v;ea-@dkL;|J4Vy0_Da#1&Z1Du;wLT-n3CBKf6T1*v&q0CKsUK*l#s+-mvN(3 zqH~g$)5M9+xlW8ReoRLEEVa@#nGb1&Iv4FHRwUctjiw&MI6bdpNn05zQF}t$y4$`V zlJWMp9JJ5j4gwRerus13Jk2cw`&483=*EzP^COUI>(d=2$E7QRS3@^goMmSG7|?pkn#x<(@jX-n#m zZohK3LD&Lf`j4c=p9G1SpH=SZW=0-Lze6K35#Y=V)qAtt&V`3@mI(Rq(eo%Iz~u7Q zbm-qKs(4digts!1FUpk(KxIjUXYL+jto+1BwcK z{2=6=pka+C2#?e7Ye_Q)jA=+Iej`a&>75X7S8I=qC(1ww#eY=hg6g%VgXK z_W7Fx^KTXiZ)Fs7Uk6~>uq)4CBegujhH!Lda=P<=v`g)k%#P_!pJtNq(`%o_Mh9w@M*S%LRx15qm?Fps=56G#1oT z(M)q)`ew)>d~e~h&dVkD{1Bf-Kp#o8dAtU0p-?F@`zL>98ULpE{2 zS~%|t4g1`1*{fca82IB@2hm9QO*8zosIa+joTl3?O;ES7W8cD>wEH(NXQ5BtlkXAs zP0Qmn$L#%O43)x=2m3k&s)_Pof0~06<&;IV8p&SOl%~X}Ln#`-ny8|h{tT@4>!jrs z{MjiESB2Fgng8bF0om)V+~x_AAM4a*68yF4p@k0`L&e`iOsppA1z74YwXNSrs5TC6G}o@U41ZMX1`qtI!FtF(!__?CIK zCzMjG#e61UT*uB6f^f>Duj zYgw#S$(moI_Uns(f7ORHfg>EBFy2*8i9scood+@RV4WL9*cgvOPNOlw3vA4-q-ND( z>vp3A{71BT?g~|l*2f#WBA^KGP3KB*@wg?E@NvMc(~maRJ6+T7UDOCY!E~&~lIn)d z08a0j4zS(``RmJqk9aj7XguPZ-;&X?_F89tXGQrcXU28Q=2EjFjjXWuq965z zgCy=5S6t%Oy)Y5^LOE+gtC>&3U)CikRGu{SmZv>~P?`qTL|nbFc!y7XFSg?|T zFlh?3aW&^U{@AREyEJ`p>2@M|E6EG%uy93h%vZ32f2O}5hz@we&)|6sz)FU;Onh&B zhUVFB@iiN@$AoP1Lon0eVH!tvz8wDNm#1mAlks5`k9^7CAj(isQ8!(75`I!_MC&z@wZl0pPag=RJ6zuD&c$16UArcVXbMovf9hp*cL)M+ln6evG93nwOr!0AuWI>m`6f=K*={|{M_rZZcP1#G+wEAJEaA-j zsN5R7Kpa3#+>GP)0-f5?@)fZ&#}raD)qA8=xu-8gx@|`fiJwFk9@szXXJ)h~IA&Gi zZ&MP^sT-i5hb)#+7%j;E5|wVnD@pfmX>Q0be@txKu&kYD_@U_clI0}AigU!q_9Kn9 zgpQ_s9cq0b2~$k+d-2-=zHp-h5RN&a4$$bW-jvoQjLLB9OK1cLm zQ(45>SHgblO@Y}i_1m!?xUnIbk|KxX1znInbh|=->euAWSUiKyE3f8~`miL6bA)-D ze>pH&`ZuHeH1ZS?YQnhy+}#yIB6z@&`U~8vFn5YDl8yXTT0k|29@uW}O<&FerUcY? zXQjzYqpglPZ!Rs4rn|L!JX^bphFRMA3SD@V?o&QW0150T7UF%d=IH`=uaO1qO(*Fme-8I=?_4=S2tkII7FuPPMEr&Z!#&}*0*8!M zJ@7vn#)DM8x4fQ5&9wKb4V&=mj6S^cAB`|97|x}uD`3pYnC24d7-pO?CU*&hZTlva zG%-4CI|mlPMF=-7|$#J@ht0 z!v$%w{;5;WMIowBUW(TFg%Yt}>pt5a$qwNoCGkoqm_gZrTL)AnTB} zLtbYez_I2UYb-o&GWikRHiOvKf9huJvL@I@yU9Rss5g6FgHAT34`dw&h}+#KBf`VD zO1VF@o(sH*Ua}g0r-Y!_<=XBnRYKqfqk=COFrWz1P)Kf3NZ zfLDKG3QG*W9 z^GOSlNpG*=Fn?Eexe?%-FSC5z*fxlna@KhO?`|wvcN6Va5V#*$$4iPnA{rcZDie!! z?B#`mncHh9u4@gSAvGi~@I$_=fqBS;!AR-3uWNLVq!OC$_+~VllUBQ*ktNGn)>e`$?~Aa)xmNS}w-P``a*;q$Cpd0;ScLWKc%8m+!{ql^;O zV>g+68|LGv$z)#y%IZf>amFS27`Zd4tM~x=)M^cS{U_Ud za@xYjlFc}0y6&;tKuL7u@A#tq8%*IrHs=RM_pyUn#9dapjIa55qNgQNw38Gp~^|>YkW;&`+Dtv!^!jq?;Ur2TMNt~Giz!Y9e z{Mxo~eDw{v?n9pit3Gaq2c?Ae2qvALWZUHcC)U5l>&JPW>CJ4*KH)Hl>&Hc3 zPk#PzN^o9?e}UyVty`>vT6p~Ow8NkAxE9nqesa~vp{23d+b1@w^kY||gmAK=7xr@R zDQs?4OE(In=6z?!w8x|~Fpwu!fzx6z!=sq+_WXH{=^m8?4GBvcbL6m!0pV*-+>^~L zo*BHNN82RyFJ7?ygUdk^FT4iTtAMOIsMSkbF$&Y!xqoh|$Go-s>o9 z0MxH5cP)56#PSDE2G(A$;Q_`TZ7KO!Xsxb}jcFs3I$oTCXE?uP^GR$YhO^!L*QWlv$H(mo1Bc-r+xwSP zY5yp4!bqi)S49hs(gC;zhlkZjk?Du*W#+Z<#1r_JT-``%jDot|yXfGa8# z`gDNZw)1Sn5q;z9cktJ8)ayarg7zc;x1$Jqf8Il8-V!X9)^O~sfcC;w+kRxgx38Y+ zlFSzBYf2xlCqao9AvczLsf@PW0Gn-zr{XSFz->5@@>5Sk^SJ!FGUr?V7+sbU0@*#S zsgRo#TwrKvbR2P=@BVDps44Fwqn_L@g<{r4dPu2KspGuYxqo_XDN8uoj#Vzr7fx-Q zf6;74c9t(s&Z5^L^O%JgpT_&cPq%WaGg3vMxjAn6CN;`oH}K5hfXRlTa6#dMiYpdUKebF&970sxfVtve>vZ+NHL-bdOOG9`Es{CicX&XL)Y6+0K7`7 z=sxXN#@X(Bp{p^a;*4@iFa%)yU=L(kcS1Ig8hndgxq)*0QI@1YFZPEaiiR~NTL)2! zu3#^_6*7zE6Pp{*RJpC$?f`7{4evFN`5UJN7boxaZ$A?acBK0GXq2;6sfhB#e-{_j zzOr`tXjtUpjIG7@=5J|CW{c5zp;@Y)s6=UtaFDah; z6WlQ}lPfuQ+c|-+MW?%3!X~WUe?vt{S6E$FTTj{cty}0`m=F}O^p4tvAD*j?YKq~& z=Ie|B%59oo{OyEPTb&Z72ik||0q6G6e*}4#tn`S7%LNVBN;ce|R{**T?5j z=<^y3Wo8S>@udb+q&#>mdOY_pm>W;YYHpr5NkIh_Ae7d$rE;&YMknD=ZQvN>iGRk( zm+7>wB$%+DwRj7sMq>Kf`RG;QK|I{q`vS_s08>(FtkLYP7S#_)CCIB}qe7$CCqE^x z`j~PmVhmN2QZc?c`xyB7e{&?x0@&6T)e({v(5&SE4cng7Eo^}X8jR$xYs2tS5o|~1 z2YXtx2;_`};{*4Juug&*UU(`^Kld?<7`DnEB1w>P>C3CVJ)cU)4s5-GDSA0}h%zHT zz3Lh1m=cBAx7r+Lvz1NLXlooC9nVdV2||#Y-+KLv14o5=hSB zaqm@jDI-HGMK*;IDef2DD}sYkI1J&Yyy&q-IHGyJn4f!7?3wu)^ze>E7}}_24-Sd*ON32@{cRj4Q0pi~Zc#qX(kpQB8J_`>I{!D?BHQD6E<({MkTuS+fO zUR;KHpj+MrUotrXe^@E=<$tLilcPjflfw^(KTE+v!?t6Q~tDVHDhJ-a66VhLVmQp|aog!_$44ZY`@nyRsE36S1%-@$8f~ z4Y?x#Q4svgr7L-#8?*=VBah&*%D+)fXeh{Oqc11JK7dN1f1AiqWuieG??fd@i8Ft~Xru*mAnH#-0WHIU@qHtTWB6jGuQFp7#T}h`KfnxscQjnQreC@)GT)*4EL_;5$97bax9FdzOpfkj zpvQ8il&8;<+pT9U1$u%j#2mQgZQM`}KO{gy#qn`-@=8Cp0(F~;Oz_C0ii9rsP#%Tlccias1b7}0!e(qkYNZTx}4v4W$ z5gqZ29d%+#-Ru*=s4gYuFUQ=m%b(G$vs%`jf(&P?&y)qWiS62Hh+&`Tol!s5eUjmz;I39Mg5vN1RFf-U7Jv&&i;k0F!hbT+QoyB z9nK`{FLW#KCRm~;hAO0k@vf|{7B7Ursc<5lEmVCLMPBA1hBEu)Qb$xb)jmG*X>}y7J5zCfh<>%!Aq4WdKV7yTB!j4N)@X$W6ZECPOTp7 zJvxpLXcMAuTLN{}+BVd!M7rd=(jTGGEV@SGQyhBuBtBEzpOcuS$N#z~uqh!*k`m z=fhf_=eoDJl4lKF0s7J21ThgMjii2iU-7{Hr568+?e+enZ zJy{F$9d4ltv7%QnVM}d&^tedA$Ta8fBE8O4lb||MegOSAsI=3LN;{mYNUk>WP?hOu zuOwK{Ijmq!U+z7Tv52djEC~WNz^|6ijRT`-7BPFeYYfN;@sL>^FN;Xm()oLCSsK@T?zFy*&vDlb`X#Ooq2Ho6ClT|~vRf2?(Yd5T2v3PpIy3O(X# zd}%}gkYTCC0xbnH z5z+QL+nK3U838z+wRL%gZyLX>^HrPKY&&l)tO<6#+f;={SYG$5cA8Caj}V_AHhjNtf`cbr64K zfp?Eh`Ry;L;?&BI!HpT^+V@J!kK+_G|BsDxYR&{ev|wyI6Wg}UFPPZ2ZD(TJwr$(C zZQHo}vUOkfUvyXXe>r8Ek>)|nYC(x?RhJHLguu%8$WE{x-$hJ8@;D5v#1OYf|El`w z*HYzIWN0u?1%tkU>c&y=E{_xc=pDJ-Te&@n7Kmnp87rNe5^}0IIVUxOW}%ohd?L** z$hKnW;eDXgXr)g;6K_>8VoO5f>_n#&eVMH`^S(>7R0%ZZe{+2Cn0kAzMj+Fk-^*rF z6`ofNM_naNj;s*FM3E5g;-U=nx*OTvIVSzfWZj_I~yC16$Cin< zc@ImtPkPAz;6IX@5kYPMH~c6^72v5Un-oi#uYY{&e;Onb7e7s}QT(_U5>?jji`Xp@ zSbGxK)M2bvnHn*qO@Es||7h%#XF}%Ep!MHAZ=KT9 zt#R#RHuc9OZel>i&Q-a(;%TC<(279^ z-`(N&e>7c{`uNiFcF-F&V{M}I9Cip@Wg?gh!4o4@>;5Hu#Eb*7SEU$4zZY=TH&HDQ z_uv-<#mh6VCo`ZPR?jmS9#sn3UjrhEj&8ZEPJ;D4{ruece|d<<>+cofMmrbZN9ou*b*O9_+M_ipMDlWiof}WH!Qiu^zTDmw)jZ(!UN$rOivCF~iQ#!EG`;cl~WS zosS_A+2-RRGYxs?Rk7nAPQ}Gdr7;yd${qLohX~eSeVYF|0(Cw!uWu}ZBv_KFa^9rg zrCiv?8|BD(PWL=)KNW3lzJyly5ut2af608F89(ZyJZZOjf;d_r@x@u!6kMIVUuu0YGKB72OA zd~s1#rvfz+YKkyor2cu3yd-m^|8}*On+7uK<7FT;}d4x(sx#zs7$si95uAIueSte zO}y z(B>e~p>4AGGp|&_I$%~RfA~G*&J@eDqpXd5S1ZVW^+_;e%`m|+{jJ@1g@%^>;b9E4 zn(LbAPpTD$RAp=q}AP84JNH#up!HM+z@C4l2+SG+EncjYrxR8fAa^N-APVX*57-h zDm#J#Lrp1bKBoqGNP~ny=!UF5moeAlY42LsOyHZ)B8wt|h%zxpr{FmDDzk;bBYpCc zKOiVpn+dG6izshYl&VzZDIpNMakEl=&(19z4wF+#@`I^AvIa-uj2#0gjV(}4d`qDw zE+SgLZ0BLzA`;y4e>~b)g;zTAq{GH^UAUf;I;IOxMgun&|K$fHQUcM8*ej^sjow*M zFDuu+L?0{87Rv~<1~iyMK)aF9DM@kPp4Ck_7%Qe!?{#m90u}n$5;*v*=vh)oC5-`D z8TG4sL(kSJGTF$c96JlnP1&@CeK*|ru+05eHU5ck2o1lIe+sFPp=L%l`GnUF;J4IK zdNZx}SJj;o-Ic&gjf z_h~M4@wYIVh-5;btVA%qpIzyq9CFQPg>~-F!K95i5Q?N3b}otm-w$rZVMsl7+U^OI z+n>}+I{q`me`SgWj3I`eo>o*L$H2~xAeq$~ajM9k3LIc8pRNg(bJG?lvLwFxqir>u zXBOL{%=j^vUhK3OBxMWMd`muV)I@A41@#3@;J_=J!g>Z3{+XN-vr62d6g9yZOwmJB zbjDqTi6!N}_ zZ~1l&?|4aGliIR*AmTo3YA3byk2*QMFX>>M`1W2^-b8pEG?(VUQsUxg&Tu$quD~3* zC=}{)II&H%)ti-r$=W%!2{Z9Kml~=G{vr@5501e}j$nbmpSnt7M`6_pC#}m{StBC64@fjHxv%BF zFvVl(O4;4;AV>CRyaWVPR7df^hjsz@y!G_!f73A4T}BM211N@Ak_rvR2wp@3I~`al z&+$??y!|`tFbWfFf&I33veC6bvR>a$1~ypUQ|cW1s0a6sIl75f4*NANfGXdIlh>ph zxF_W~kmkX0#6t10r4|6HG+U+5l=VY?kUJ#>MAPTZg<@Kd3np0Gh^OaSYF*5zu|oS+4giGDoqX*2kfusPe$1>3B;LS0JpvW#I&evW9He z=*4vD%1YNxSK=c>sF5PP~GUenv`C3Gc2m32|%IM<0H|rX~@#dBs z;o(*uX9On#ioQl`)iC`xL{lVHdCK?Ze+$ISEx4%!=%NQA08F$AeWoK^s3%xGWMLqT z5ZJnt7!R~?{?0pMWO_z9YTwtBB{7E=Nlp`9r6@(s`j+E;i@hldS}A6PEm`3`0>}DX ziV-flBqn`dSNu=g!Md6jgwh{a$tjr%4YO*nLpqG>e9}E`5Q0y{l)WX+h%w19e+0;5 zbgrlu!W7F>KH^a(3aEJ8$?6b|Ik69~}rGvUhh&*FdD?XXTij zd!u@ui9oCWyDfEsZpS8Oe>H1`54ZNlW%-^m?xq6gdpkK8VZ3dJwWyvxV`S>l ztJezHqQgGQn&q4zJnPh0Ee zUUPydx;b8c*E+LU7rD%;tTZcjM5KLFSn!%YqCd`& zdaS(D^}5X)qX5(X0h`?nvNPE~(N@U7@ofoOTK5E8n_>6&8Vj5eFwpY@6D(%;p9mQq z2a_F@zaRoI?OU)d8Vwpzz^&%241vG%vs4BO?_N1?b?)lOgKtvyf69hF=xWw=oD{Bl z0?U67jlj1hLpHXyMkc5&295q^q)Hx*Rja9pys-)35+keqZU_CFea?FLS{AroS0>}i zl#a}B+d&#O$@wF8|21l-fR}iJapo7dq$Zx$6)ndhv;UxnMPr^{my%fdOw_YM|B^tB zZw-;fwVHbm%zi0af3_34L6Q5q3=n)*P6nZQL*WHC*&$KvgTp|B_J{mjcXebWRN+iY zShZAhPKF{VHyz~0JNbhdkRX?07y*%9abIe~ceimNp!O3a$@TgYrkS@+kwGRxrf%3y>&fAnYyax6bLoQ3%`u4N@`>+4v+fo6vFMA{u~hRMwm_e>kcar zeUH-F{Tjyze+}sQS;c}*%WJIE>S8bF2Ld_tZs9JqI0jRWX7jf+JE@sB+hEFpHrE|j z`BivC;wp(Wg$$OmApk>i!wAF-N~I=NKiEZ1&NlNSyfdIg&YDvhQarv=tS#WEy?A_r zO9&u4k{)gK{%972p((IGU36!p61RPKe@;9jwa42V8X@pS#kRG=;;b}w&%iu%I|Epp(*aB+ zr?BmTJG4=0rgbh66EvIHYqspfkUYk!IC(VD0`4h|Kt0=nLnjp$1L>9bls{z1PUIlP zVVc$p|EhVhTDe)t6>Ie}_?$6lgQ?UKga@4|e`U)|J=zW>rR|JMkRN=3hznB>X%WXt z8RxYUQOZ=KN*JAj{%O7FV@SQEB)^!@WvtW)yrk9bP|bOn4J>hmdJGK&p^j)EA(3YS zW|wc{C2f@2AbxeColn{}jC-mO5>=7WUFPI7%6EfN$cGK|Yvomp%Fh(!m@)GpuPaP@E2?YOmT<~QPjU{FL zE<5m|3j;scETk2drpmB>Y(!+pc|Yvcf3jyuF(FUC=NzhN3pX?~1r+^}KMPTLmyZ9c zJbsA#FLzSVV~ISodM((7@v;2GatExAdaskddW0F&Ff*&X2d-AfYaVhcHWHs|@dOfH zay|+jhL`3m+ps{jDaT(o$yWea779R}jd)?*%6RLeqJThVhX=f2NSC zEGOQSNFY1vxw9)1uQiAiJkq{FUkovASp)^yReg&er>NydT&)^0b-2n;p!sv>6|}dj zi^dlD)%>u0Drnlz&h)Sbb6T5jw2k4HkC%Z^9LY8+w<#17`{X99Cy2Wr!*NQ7_>}x6 zRX>Xy8T5}rE8hl%=)n@pwu*5Hf5TwDKqkn|p&ypvOZhv55JP!+B+@Dc_(0B?B~nDB z@G|-paQb@W@5OFg_WYj(KeG7I-b$= zPp=X#mr!Ah#$|2qfK$;vjBg2nw5z>Cq70kQ13#GyUS0}Q+JPeUWOB;Ne-pCQz<_(p z1*5#mMfWZFl8O4d*Soa$0Vm(id_Cvs;Vg*lP+YqaFD5966Mf+Ac+EY513dDAk|S5I&aj@hL^H;sX3z`A%-lk$ z{0mgf#l819e4VRcuyimee}3Mn^Wb@&1DS!shS6ObO03A6;vOXNCR_c?_%*Rn>U+%5 ziJ|WVVWJNQN(=ev7#nB1zL*xD0ISYZj0=Z>P%Ki?n?G^8G@km2jSnKb?fOczq0Boe zTk5Tjpq{`n@8cibd?Sc>bvar-e-t6ThncqSng}!r8|ln#>i*5Pf53{w{bnKJsPzCZ ziq5%eXg$wBA(vJ5oh}PBjjgEx~qa_z-++tsn_9T*x0&SAcMHk(S2Pt&5=0JZ!~>2qoi1#5a7#}oDD z*5HLobE683m7y{Ef1_H@YEN(in{|h?f^eoP$zpN9{mi&k{L#+2`H5P5CeT6Gw2hN* zyp(18Gl;!~rY1+t0`r;=S94-2bU7CA+RCoHLi&xPo#R$`D>DN)W4CM9_$+ zS&CB4*3vP_O5{fAtyK0E%@m@2av^2B8t_{T^d5bvCkWPCe~8w)jv-vRh}{~-gF+7- zq!bHCu@ub(@FcOo1&?*nT*=pN#n5o5~vTNg6qCjZpq2vbs%Fsrx z>Cn1dtWL*xPIT})s=SwgPH*8#jK?iTbuJQa8;@V?Inn&3`B9i$+8js4p7_VxOKI-u zM09o7uq^A7e`L1&90-t~W#_H(cfW;GVM=9bv!8a4J4JdQ^3s~fQqTuZ4>M7ASbX+* zYulWBUU2=vv1&}HWfvRMHt&DI2_lZp6@{?qY=^%|_WI>D9k25DglB*5d3Y+r04)&g zl!|ISbng=h2)H>EKi1i@L8uz*yyKY|bH!n4+a|{Ke-1EVHSd71C`EIen*C$-B^-jC zB`&i)GwWjRtl@oYH~8Od{H#xQ!i3!KuzO9M8rPAVFOPmk5h-7>LUlE}@i|V;D;o&( z;1>dBJ`m(?zcPQ(dS|;Aw5X#v^uQQe+C17Cj|sxLHHt6}4`XTGBpP_1XsVd1bvy7P z9MbWce+MC7`{|m6HWrzc6T0`+`-_4ABZWamRa-I*){7JO&-o@Bs8yw;;Uxu-oCGAE zoy61KBvolN_%u@Ir_YMsFEhDIB`O*A5kvwAi)env4(@#j+}#i?CbA)ZKlphF3pr}6 z0_Met!s}^eFv-le!bIADYt|<2hz!wB3Nt@Ye|GTkX2p8S)=#)W0g9^QQ>95}A ze}+$GHrwqmHn?~M9O5tPz;YpppHQ4hKhKrnw~35X9!ALUk|9TpaI*ajbJ@Kh@Zo>0 z=PBS|`3u;(Zx0UyudsC32IcMItO^YBxX+v*(d6) z(T-CB+b@xp{slCFl!Ty9ZSbBoK1YCDf6VoE^oj0!--|Dz0)nPlDa%AT8rn#b^-l+# zBghu+Ed<5+>A*zPtLwhS){B%dAZkKp?$%txMI75?LFapmJT`*Sy??1BA+OgMe`BynIPn~wmp7OWC+J%GYQLn zMw&jlVN6LO^-J8GFKiU9Sr1f`RSjlPXG4fq_X~NrGv42m@Id;?z0=b@$wjo#N@2=p#c>(O+JilKQP;_%Kg4X!LLThP?oeaX_|dGdzwmi0>uXXy zHiIG4qcC()CADy!Wy0y!JTvj+t&PnF48y{m%sdD>609_id&bK2z||ARtB`4$6{#Yv z6poU`M?9>0@Nz<0HPD1}e~ssfA>=w}Nk={h`WsW1qS^vbw)dJ9MK7rB&reUJe0x|I zS}~!0bo>*m$4pDA39ao#3UjAX3{Ji`J`7xeuyx-~vV-swi z&jz|wsCIzYr&&;vRi_8KI1JplzjkMk8j@}P6E^=((!-1_Q^GrPf86B$SBM!M9~CHG zyY;ULYKN2s`@uXH!nuUAUQ)((31=H3s}&$kEnHz?5;6ioSa!HFZkSqGwlfF@0uE2t zSEaKm4^(>(ui!n9^#ofTgG%pM58+KC1k9e~P{rn2RjOL7MB|Rf*s_ zQ3&c1p!Zl5wKiBTM?nsU?QF9wL*F{BZ~y5hp-$Z%!xIr>)(+)<`XP>mXqZ7BudUAL z11!HnLlF!AmL<>mh@5qt<4UB0s0F;K-O#GlpkWS@nJrymQo@Pt;OGzor3N(3OInv= z20_tB8IT~ke-SZn#1pj$Qhg*G`6)j}AtoNyLeHtG_%BBeC;vZ;BPD?;6 zfkvB6FJgJ&5@r1@ox`v(fG|6~(xg1C-(s+C! z|0m05qsL$KDR=D9(2W_5k>$`)=j3$c4OK;ee~l!;d*Nf4og;%88fC`qcR=xQHev$l z23k2Hih2`Ms<7pskaKi+Zv3IQgo3+-!XrIR;p=P6S!1lB349v?hV+T%I4f5iErPx@ z6Nsz+o;a!$sQ}N`9q_O*m4(Yj%yDm;ywNVr%nEnp*6p5##}q*N(eGQW8l`2^tfb#S ze>`v(zi9^gd0iO_@vB#Q!@GlX;Dn4P7lLroH`nNW-98^fv1#poRhM>GU z@Q|?ymKr-a7Me?NKSB;UW@>!}=&_7ye?awvEyWecht2#CQNDsjWRSDbXYVu2Fy;ib z9c4enC+@&3u&vb?8+g=#>lYKBB@$NJd`TzF+OjEi@L7WuD3z(#CXGkQxR-KU?-@0| zji10-miM)6wYAo%{Y3CiG5;J@7A}o7gr16~(1$c!L{A=TO(+7VI%92#e;;IP zu29;i8Y*Dv2(g#SH+b+-!yf4(NK438rrudesR_F)qa6?hcSN z!FQ$Mb7pS?5RXeu>4dqJU+KgiX{&9_jzTD#8Gh5r2c%y}}SD0c| z!+8`p2FF1QM0k1)OO>Idf9FydKfx0=@T6L%sCczc=>8r{N6Yzpg7Ev_H-Sy*T)jVF_CSO80nNV~<$~^b`S>I={_-TfO?fvb74X zKkH)nC?Z2_@y3Rme_ee7J&IK04xoSNg&zWV@NX6%vCtWOzpJ~fB!r~G`G!DmPFO36 zv!=9mF@y>AMW5{b1cbTVO~ed;{7_v|S`GnWjC{5A5#c`zT_E8+Hys=_B6nJ46ijyZK9y{Fd|6B9>ZYALfsE#IUq5LNRsf-dW4mKC(wAKd2} zBwrn9Ap`?TuZX@0%mS8V2j)2g&iWVUyy|QUC{wtIe{$#JT{GF-i9|a2GlIGsu(7m+ zov;lr)9;w;9fzrrzx1(n({K&50 zcda5`hQ93SWT`v5bo&Di-z$0^)x*wwxt}+8sQ*XlnOCMca*ttHPHeAkXZUF*UtV|7+_W*adgw}wcfX7Oil&|*y zOF*>0A!~M=sXnsaF=w`Zke zh{C7n^sQ2|@en|KH96x&w~-)_*wYKCrcBk678L-YX>PIY2jcTrj^6zN5(zjZ84Ioz zM{7>ilu~eb1~<+-7FO`()h$1dBeKta%9HgGL1N$wC(z7y_ss5Gf3;*}ZzuuU%^NHk z*@`C!D}O}zxU9m)UktHP#muo>rK1eJ@B=<8?3oh%nRF`^6#fmk>{lVAv=a1c%A=g5 zvzwj9Jytt=UUv%{TVe10jb`h=y z-d!4QRgMnw8GJm7mXGJ3f zi2VY3jyJ}^1pFU@NPNX#=jkpdOl|u1Ax)i>5#l=e=}o~Fm%9LP7B_a;3ppYar4^(u zIDWDf$%dX1*fk5gV&$0{>&N#n{kv)1(g4Rj{P=6`oywm*XRVrFV7ysP=jYXfL*upi zIDeCoYE)YL74*ciYbmWBqjXUsAv(wfonW_B(;j^<`3Tl1LQi5j8-{YUiBRXi z(rQ>fhHRqQT>@tQv6QmPK<3D!bm?eRFpwPFGj=(PGSA<*0aSFpQzZOJyTSYic$o_T z$s;<yr?&SSA5T_KHN)k!<2An|aiSb-QrrtNt}ktb8>A#{A5CDGXg`2)z)o7dV}= zg2?BpDJ|&1mbrxBXg2 zDZLMAOr|jn14c5P8*ZBUUFvAGNPq42T3(X4)9H=+mSQWy9Y^##ie7Uf&h=@~=i0*X z?KqZ^mU;DS1q?L6(B7+Y%74&cgd|iAqWyqU?XnWsN|zN0Ve1tet8pciEv!hg0jPFDWF*MfSYziU?!F-b0u^w2_zPX6t$!|(_j}|y z5&}9p@dS{bsa-65y}PbO`T8Ug&@1FKxL&QS^Q4!cA+HrI3_TmV(AoVA#Q+EFkqmlU7eIvHqlL|VrV_ka62}n;f6>m7{p`sz zo0rfVJc}rseYhfqKgjD=YJZ84LS_VPD2P(Y7gtBm*R;COcflk}_J4wtxdl<>Yj}aw z;+Ct&&g|jfXUjfPRI}8Ykv=S&m8UOG+l< z%!|7TF&Ci$W-A2*L}osRg4Ns!d{JIgJ$wu)v}9;z1U>TIJ{Z}6-+yY>e9Gh&^{>oq zqtW<%OiPJeQB)}bnsKi^?$1ROzlbbCSZnOHXXGtxkwkAL;~Ou$UN(YtAn2B!n+nAM z?{PFjuY?lk@>cgtanX{C=%kX{R(5cz6TFE5$Wj7_`QT8AiyC4YJQWbso;)LCE*pxZ z=wG!z_sO%Mr%7urAb-;|CHxgy1POsOTGGEc8{xLIpXs8Pz85>A-N5vL+}x?x-SUTP z4Z_zi5@eVG*VYG8J6lCnStm_SchXSjW!C0b#t}rac0tV>ZZS`bmvmV|QueK#-`noR zdYEM-l=G-B%AS)?wT^gnEOa7+FcR5F!kkWxTYng<5ugIllz-%H*pId>rMq@^R3m2q zsr|A|TAh^z?6Avhw9Nb33tSerIhu zLH(rUPzp!7L4V5RBaO^2_i@Ns#QYAL)ng?r<8ed~??Dc;Vt=(+MKp{~JH#p^-G^@( zey0&20T$It(LDT-D6&6RqKv*gOR1~(2iaps?E{y&*z>RUfF=5rj9u#;_7xXrgs)U5 z0vxWQ1WDp%ay6&oGfT`OGzh7?^IBCCvJ6p>3dx$C?SJRp>(H|o8jyjXI?KKp|FtI$ zLH>D6Y4}U??O`*1s_kBcLGcUIh?hxUAs6`o>YdfDF{|6lx zWUKD#gMWM!Tiv`)7C~>-Y9m3s^%6qTAIJTy6$H(uFU|NLG`+VWZr#jPS2|gH4}-t+ zQLoOEjc>jp7gs#Z#;>mj4k|O&kFNsBV&IdbR`C?1S{|R&xGzJ#FM0r5Tzp^e1v{9K zlRO+7CPjyNM537*hWo83fftylZ1S0h^78Btv42Z8O|F7L=St286>WGzhYtDEW3&=2 zra00wXzb^^kw+~_)TwOB9IX(B5qB3o!@?%xJVtQTO-VK_J}moHVsmO>tV|Gbwv=vi z_wMt`r!#5Jv$-Nh*vcA1WwnK9P_w1N*Pwqh%kwBScE0z(So}Z|Nwkb}rh9tGT{=~H z1b;sFpQB=%wc2+@-U9b|wxLgR^SUooc%}Jqyk+vqi)2<{cD^cEq_k_h>P|NL-es4n z^ji^~I@Tb=25B~wJ9O;6=C`y0Dw;fL*Nl*G#{k4fxkf6oN|zAMAAbu$^ovA;fu@cs z2q1BsY+oXL9$RpF^wefyt|ZsXiS1sVSbxl!Tw9{4I!y5;Jp3WRvCebn+DhHyZ_`ko zyn7y3#ynfBc0_`u zjP3^%**eSFb9CLV>31!M!xeI*G2yk)D(TB37wA^HO~G^vX2g(zfgOg0(mW*7Rt4Fj=4fy7XK8VElj0_-OrmG=Inng~ zv+V~L>x6`6G_BHX*6E&F@e?cmbBRV-5Sf`DJaZaOB89qpGmE-1ED-wz)zi(Q0nh~I z>1|XyBj~dZi7rG;?+ldx`c1f$mg{!mpn$EYzM=H0M-ZxdL!r?48tt;Vb$@68jb1OtkK;3z~!&YGnqD{yQ9`*coLN!x-V zkzT4(4?0-mU{CUQg-~)nIhuXn`#QM#p!dKv^*75ht?ylq6d6Q-c$!eCfuhgkau$8U zd{t$z`cEX%i0(Kol0AgKjeqzu2PC!0)}t(7NTju%B?tJszcTtMc^cTTpZ{13BWD{_ zH`K|njjEeWzm3_NMH-Rx7(I;+UhzrFx>y1<2#`J6aZ zjCqdcLVrn!{@-)@R02z3 zFn#QOJTTZcuTI|yL%mImTMV^OXw8Wn)}c~Y_lE=TqXI#sOx;Z?wJ)$2G|XEVoc&jN zt%`hgvoOq?nu(UaOLs-pt*kI|Kso;{h^+Hq+t*boXk05k=F=Q`MuPU#l?R+R4du7T zNF+#8X5ijH&>ikFJ%2?@Fb8g^rrn_yweJWLFKwz=#A=~|0zLS;CI<($T$02tVjJo* z4nFZ0kG-yT3EDyNMM2=MAsA65*)VW4OLHL+^WUSUIz0?kUbpbCy!wufe(G6a>n_f8 zQuXGYbtFc2fv8rD{wM}YlrF>a)%_t$Y%<8ZRsb7)wfm7nBY$uSqHGpq;ekp(QG1Pq z6C!KnqsF&h!C@m2KH)2u`=~M0!WmUof6K zc!hvupwBubJo`$Tlftl!gTgH!%*%-GUDYwMy$~Hf8&eT*!SWNjHXZo{UBIofN`_VP z*^grL%njqFAAii!TF&05h$Rfa2>rC068k%40^22IgMJ_smJed%Egk97Zco?zElz)V_Ol!fV#>iP*2(5 z6?~QO8Sq(OEA676z9K^pQZtl_zEmSbs6E-sR5V#ac z{-3O*xi+}ctPwhzPc)(=w)5Z~p)PC>C_i~6aT1|=o86vX3>#yw1)$j#+^xtqH1@`D zUlk`i6MudtFMK{HPC4Yz)@z#I9Z(81hx%fiBDG+c@!3nTtS!6G02?lFuxzEuk{up) znNZBi`nT_l10W8P#F;@wMRw!jqx2a+S{{SweFW*Gb>2WSn~=XZ5O0Xrh5=I5?9T-+ zGW%BxuAeh*hmFAjeW;RnkPbXZZ$-j*o>;O;-G7Gm;NWFtPrzu{RXy0v_QUxYqreFY zWmRB3DI)_QBd&+uNI?Zh%I-H}m)FG5YsGFN9!Lh>4A%DKMIG1>Dd}kjKp5_xAR7om zUC30=x_t&l>2UmQ@f8@}#MCyUc<{@0u3S!rI!xUv4D2FF4GTPkiZmUIFfd@$MPu}r zv43KJ76-ikz~+spTL?>_#ZvDRS#7jTKH<|fQ~N;+EjPH89Ve3FD#N!TBY``BJ;WI6 z5I*K~7~@BuW~qfsPI!dgew7i<5n4f{m%3@_Hxr(ok;1Tjp|_3*a<)p{{S)T%?z#Tz zmt(Fbs#ZA_p0sf?i`{WOJ|I_yF36;R?|*lJIVyC>A&Db&7a(IjLJs45fsQNkDInoc z2?-@(LAf%iTGW@pNMKG33GbPHF8*!@N0wcdK#Ap*&QtWto$|;aJ#ga&)%d_bAmpR0 zi1s9m6!QhhkGw)bV!MlCrJfwWS2Mlu>M|LuU=1m82?s@R!l=l3M|dlPd*{eG`G3;k zG%T|^ds(Y1BdcRx^TG>e)f-)0N}ES4Ye-wT_igZ#-#^Z>R;~A@IUN@>DeV)VUwLP9 z^*kvlL{Qs?$WXw6O4P#UnDQ%C(T(X#KG7;P`u-^niO&Z1?eQTE$gtC{mfP2&Cumqg z8Z`b>f3dVMNa;^pD%0v+_>bKDOn;&4PNe%SyGwocMCqMSeE+y{j)6KY8vJ-ehW9#M zXDWkl0K%(!qK{rCIG#w~+EJt|_lW<~qyRn7iQq?~AVRO9&+OpsN2izA`oXY1;i^zk zwf2C1n#Cd!n~`Nb!IrfAL1Mi&^c0Q)qX<(pW|rqtF!JKiCVmxxB6*(z3HwpY4|A^J#;6o+2 zEj7AJIqB$&I#8=1XIicE1K2`x2m-bwsl4EM`wXX2#;X{)C|lWtaS)Nxq%NY4|9a-g z?p(UW+!`G7>mi{JYtHAAJS0{q5;@RG?qh*Ns}GSi!i1C&^F7fF})AO|$;wi2^Owx0f)$ zD_shnyN9-*^Y4-cM1SM4xjoeyldMgPV|6-o&7A&NOtOtS=Y{A=)C^CZA5Ddsb41Es zt{!E#W0G=c(lF0j!|A&J-XgoD?A1zPWc>Ha>%BY-EC;OS4oKf5=$7xZX5^v40DYsG1MPP>i0qAzic8 zw>z=&vog^1uVkL(U#{QC4)ul-GO62sj(8q*vnqTfy_gAu6xs2#GNN7Ki0N1xfD1`= zFzLITyoNOEw{Bi1Q;hi!T?L+XiuU>LOiO%8ztu^Sb!RBwrhDpq(G&8gJ?|g;2>V@w zJV;}4ce{b+t$(TABz0k;RykQ!B4eyQYzdPuABfuTnJlhGu9MNv< z=vtZ|2UXsIg&PVQh&7CY3tQ*Rd4tsCf8b<~V6`LF>Vm7gwv2Muv3imct*ox(a<)LQ)4>VJhw#0PFN{pB!(Mkpv;l*$J+ z^!5X4GqC6{@5r~$^bK;S_tqg!oa!Uj6qbX_qV4^ccx$`?eJ~R_L~XH7Y#Y@t@)@Vv zN6zfas47p%h*8fZkEQu~cugoIcuhkmS7|IjN-xT}+y8W`-9&wxl$8|V>f35UpjPQ% z`cJhJ{C`VHM&?Bg*O?&O%tf*NPuA;gB3)XbYgt5GD=gD(cG{d>B-O8x$E8-yWLih? zfzu?~mdpd(bOiXJ7FRo~6G^#hvICX{k*~ia!hx|gxNd&r9Tn|@ZVkJzs1-DT{zflX zWnyNEZKJEvo|}!8>4<{R`Eo5P+xi6s$Ao83pMOyOMiFc@#?`DLyo+S2tGH%?ci!@NrT0^~Vkhau5p-_tV9y_T9i4H>)df_!tDeBp|Tl}zx2lxat%lSi)# zyII2>U-QdTL`Uk2dK#!sgf}Yl$G>6-L=vCpNITwcNQ&?viuB1bs;*htIQkf6LQY)0 z$$!f8Xe3lG-48H(hL`UQRHE1klW6HgLOWp1+VkU?%c(S^he!CLLVf~&VP&U>9`GR* zQbYzpc81jN{zr~(q?0zJA6Sujp634jtZJYrJ=Qra7OdFZ)PI_HVL_$G@Vzu(ab<&u2q@8%4%LahWJ1Pr zyD)94x1s*Jseb7rScmw!o>wJX@8915k6j$XBy?jyG7-6{7gN?9RY2NC15(i>_#&jLww7wdc55A@J zv2Uc>+&APkWT0m^;|la6pnXwSWPjJ}a4m^@Thb*YmHcSbOS0H_NF@vL`F44CZgTlq0;$iauO(=E7ThGWNvSWxao>{zPG{Aflnu&Nmv1e*cs z?Y`ke)B1}K@~izc#0Lw-segML+5j?dUm>|o=+fqsaAqbl8K~Iw4+FO6X`T+`8=_P8Vx_?kGCg#ipPxf)KAVvfY$13FBYBvkZbif4UXKfJELUp6W*UOrdq-`@9>>yiZJ zu4-gGxg0p~`s4j2*?)7r=^DQqP8iTl`mDm0S7;^$XdWw3>YKSN^p1)Ut8i=9`>?3qs03%LJi%q4{GK$(co^BwiSRvl=^s!!(NNuu`+DEm&t zGPpABBN!nOk0A=`WQ8()fZvZH)?S=2gEQMbE0JVee`AImLVp!~STN~v)iWIsBjPc| zo0x=dGdPO>b_oz)Xfcvv@`zC*7=#~KHxMJAPaggXW|-~k?bXN24)9qMl&b5+X580{ z_NC?v0}vJ%VQR_x2v9rfS~9_gJ(gZ8Qy%PY0fUTVq7T41UPumzAx9 z<>^V+MmImI;R$DaXJ#{tQJdwf{62IBWC9Ur1T&f{c zlPuYDeHt{B!}Nnzlef^KtsnL_1DeP88!ipkfc@uJUF)xt?(RjM#!^VQXMZ|nd)Kt5LSuFRh3wG&!_qx`03mNow5 zFjzWR3=8bWaW9(gTbb}>L5wdV6`2;#QJWI#IT1wH5$lo1NKus(^1GEtR&p}tHgYpD z${m-Z2Y*$QXncFo{f{~@*2U;jR0XwT7Q@X{kql8mKXOxO)=aRxjy0B)WBl)4siGWJ zjKeyTZx9`-j*H2Q+*0AC;<8+qhZbGb=+wu5XmFT9(|4G7@>K?&fC}xB_A6W%>Y}AaCfxUTP!-;im^Wx_~KO~_rtVV zk$Qr%j}X(*d384xGkU5eYR65;FTT3W^~w_HqM?|lQnZ5E=<+7tqG5aCPeA3`&oCWb!@jv-l5P!Q0 zpAIn)+B=zzb@i|P>g^2NQqg>56?yx#Swecof+?i-RN$2rz55g@7`1C)!%7EJd#PqG zG-_PwDUIT=i!@~9`~)G7i}Up64~}if5Kzk>{QTGEjPrG>By{Er&kJAsJ-3XD;`Msy z+2*lr?{&z*KYgSl7AJT}HzKi)SbwIMqrqFTa$~U2(5b=|hXA|XqJ0JWQ?;|iHCz%*^eLga}ua?lrlI9^D9JkUT@4vq_tY=1e1g}yG5 z&Cu`6l2sT|>J_RL)rQOBY!VPn_^7wtCu53S8g zU;@^vJw{$jaV@ePAfuwvWPcD3Qu+XiC;0s7GYI26CNen`=08k?0}brLz@Yc*k`!9a zTWru#et#s$;W#z;?YEJ9=Jjy-=31fhJ#Ajn^tUTmoZ z_H()nxUis?kOUObN6{?onBT)5q*>Huw?PTI81D~EKz?v7OjxxD0CL<;IOkg>2LAQX zK!~wgG8gpaF~6#B_y95FeHGc{$lbzJ_1maVKu*0LFUbKD~_bM!le!kQq)YpH+s1qz; z$7N4zt_O)mOXz}WMyI}ufzavkN^5iL{)mwN)buw1y{gqE{y~puvW*uD_c>2HO{M!F zCfJu`p8P~^38^Kx4%b68T&fk)&m5ifUeJOkdqDA3B>%I zA`Nl&f`V;qVSj48W@rCX=})#42S5pEX%F#mwFd)$PF4UV4pk0-8pPw-2nH}goB$Re zTcCqA0AdZ$0T}>vwPm%m0rFbvx_=tl%pA{!wcVVZA<+MsMOs@&SDpGK@;CtX!mM^eX7LzbKK&pQCP0q!8EEBH^_|C){A zc{0GiM|)1ShC&?wY5-ueg~6PKIXOK%JUDFJTwxp#s11j+!(a31*n(XF9)A$1J>dBX z1v!BJBF4?h>X}ZME$Ht8e+~tp0=5J>xq|*A$wB^hIzChRob+sm{qJDUM8N*kboe_Q z;0gl$M;lw9>tDGl8X779M)#bY0Bf)V=+E@7 zf6ff-^p{OlQcY1#R$GT%+)?gp#p}xqmrx>N+%=->+S16zZhA80h1{h{(`!}15*o0C`)92jp7r~D z2Z8@wVSoJm|K)p@rlq|T$ki3V%k`HF^i0Qp4gP!vf5rxIDu3v!Yw5|d{vYl96(;Ls z39$k@*#LO>_yIsD6zGM<^(+V;K0bgC_p`RGK%Rdo2EfVT1c5!L0G!=megJC-6z$Kc z@(TbsrT>`zLV`R1PObk%LeD z0iR1b{2OvVmw$5l2YfCC`8VWw_ImyW|C1k$Klj96E5P+{!v5z1{R?Zupb&eIKG^E{ z!{Z+zsz4YN?D>}KS-;%R_UE5}{b%wY4e0;9djH6ll7e{pu=DZ>0@!(ko{4@f_vP7Gofmpr?wSP-(2>VWF;{Be{65m1z&>cCD7HaFfi{=@B!aYx+F)nRc z%0u)h`hUUQNC0)f^PIyWYbT$ZY=?(E-4Vn_0ed9pS*FbM!-+)$Ht^{4${aKgK(K1CuB*S)k3%H4&mlL&hN zh^j2@Sh;xDS@BwbiqQCtw}zzI!Krmbu*dTXoqw*wTNddLTkC(}+h)MslaOQ$Svz-YRs_@SGe+c&Xp#9fx<9SBmOU z*JKM4hY;$(>_I4U|2#nRAjQ2BJ1D|QR3dCbUedHXNV_b~{;ALL=oiHj$5_Fnr%USf zmw&>hM3YJ-x(WGgv&6!0gBYE_@~ZOG%Mm#ZayKp+DN51zp;SOoDIlk75WHL_&g`^6 z^^d89l+R`2`0Sqxz8F^DYHS3N*@YzeOow715t!CKaOwwU1 zslF0bG3p&c%KgI~*;+*t*aYsi^_9l<)qfLccM>Oabhv3Kn3YYgH<$wH=hbh7Zt~rM zo|WP$ZhWL~7pvTz%Adc<%0!JBZ&Q0fRYbhW;iu9RS{{CAq;e+VWFq@W*vGuCg;nH? zcbo>Xyo~Fv{%7`U5r}%M-89(0mlkYyg{vFWNL;ync>wjU6 zm@2;{tNoq(*iyRElk19)Li!h-0=x>}ROnjK zp5|HI$2ur+>V6@(X&u2{8l${><=oZBu7tw?N7;eij+rIig=V(UcFJ66Ov{ZgnBR%i z`4(o18-TW-O;@$6h<(!gz(bm{HXNT3x7^x>9Fdy)rJ^tjv#dJBK6kpTUw?jU0s7f3 z$*k2X$RG7%zbzjg*YDJdpvPo+FU%JFFCEQcy}w773no>n^2=SSBd5ZsFm{}%Ckx;R z#Qh?!KE*j+&yLRhuvWfmx4-`oI6D@wj^751X4PH~uQ2K*Y{Tj{Rt^!5*;A-sejBjb zKa5PUrDQ&=q2sI02(s1^kbnFn{rS;PI`ONP7rgR{dk;0zu(aJIjqWGg^k8K@WpI{) z<~z1F`0?eLLpd$C_|9e-sayib*u(;p5BXFeL&~Uf+!EDCaa7AU*b7L~)P{QdET1-K zQkwl7qRISoRBFfH2fxpbVtNP~D`AT~Gf4SV6CyW8RZ z6KF<#r-btRy%?hOB3HI)DdYv+LLWihV9S(C93{nEn!xvoEvw-NAZv-{-_f(*&bX)W zdM03gd=FtOD#}_|tAB)5zjC#$12uOL_igE2qZCs{UL(#KC+YM2Z0>r|m}6`B;`?p} zT=RjBg89t*{jqb?H20i^(EGH7BEu6s2ItE2QK<6IaZPCXbk7xWc#`9`MV>{a@e{^! zp}TO^IhdN^%l)d!5H;6Z*_x)O6&BP9OZdyM!Nw)l37MC2^ndl?Z>n?HITR1M#VcQ# zpx@c;-?wdj-|xzgMFsB8G=Z7I9rItf&iUmY+(_Axj@ z?7ETL-V49ha5I1GJy>s}k1z4V*sfgQT2RM5KEUA?00zA#r1+30Sf72^=v&_rl@22j z%(P$rE)X=6eSe^Ajj;CKe^Q{PMer3qb{guvaj5u3Df?CIgLjU8+`Xm2m{TNe(Y z@Kejvir+ZJ%+*@9WTb5$V|9ghW&dW1rX22*n1K|h$K$Hn1E}5liqgQs&y<1YJFD9x zyari}SD?!t9p}^GwT(1K1n}sf_1*Rr*%%7Qr~yz~k>;GB+rz;-B6gh=5AYWZ&2IxOsh7 z-5YC}?QH?lvL1E#ebke-$}!;Vl;bg&tE`pTf6vZHz;O*`HA>&}k zw_YN9YJch@YoWU|^7y3%T<1qJ9Fn-n$)=R3!d0k`c=D9hpx_r8Ig+p!#7`iY8?j6Z zbCQ0?@EE^@YN{85OJ26B=7kb+Z4P`~h7W=})j2Z8I-<(clSv^o@^buD1VGD~T%n1| z;JPVb3Bqv3Tq{yACA$F;cL{D^D4b&51^l`)I)A|O?Vz1-Oz<@<3iM-0`qHqWh^M#s zBbBL)lTi01ht_mw+5W(A?ilntLl&&CY-D+JIqjfU_4OE2Z80xLz;`k7M}l{A3=y~) zO?uED>>@7pJF^%oq+>i`tQvO_IZ%GHy@ReK7ifWok#3H3(W4cZU&#;6{v()+|n6?yfI1C6BJ z7)Io8MRh6#7QbgU%3D)m|lR zQNy|DVzbEiM#J?)M@`a*$}UR6w{(gZYxU{XaF9Ou&D}kUmF~sdhA&+mo}FK=KlQf; znh*3G6_qJt&tDvKM_qm?NOv@{^k&MN?WPah>Rh|^oiJ%33!kn=qbAts%lO7$w=TfViRWXZT{!eT_2-=ix0N_F zBPMKrA8Y;b-E{jeFNe$G1dG559a_H?Nobb4f4@)*(NU{tjN|k4Es;VL!Ob4uxXjrH z!a!+p>WC~FC!yc^93D{zpgNO~On-!fg(hLusMj1c)K#$%B}E+#iYB~omts%7Zwn%^ zu9S{BVqTZ8UxR)Y+8#-Ij^Z!B>xiQMDV*MkfAhJ|>4{Nr7`1_E)Cx%ZE0eXUnIN-e z#Y+uCKU&|s(@ro!b0#I@!$k!@T2%jX4xd$r3Zd{2f#w-a`}6?aNFXiuCx6>x*}h6g zD`=V-1UeLx1n-)`tJk^Zjd-?lI$9W8MlFTHq!g$cubbK#m!=UQ4_s7A#g275V(&-&Z*M8+T;Eb8l;s6APGH~ZmMk!z5oT=8jeGeLeYkC2RyIL>M&n?{7Xu6G19l=- zp;+^Z8kuiPQVG+pu3D!2s3R!^_#XT;eR-80zs3s568eSB;;i+Wz11jZ5NLD8<;7B* z_m2)>v=W6klA+bGOJ~WZcsc`U%b1F-hVh(5b%f!sjMnAOnicAOdVlpf6W!_5Iqk=O zz|WGe8bMgJGkg^O5IiD3cUIyIgy@iN*WWqC1ecH_`?VJ}vBh)~Ba(gPfMB`qR9y8{ zGux0eFK2HMWh8ceQ#dZABL1}r)AyWZh2n_OkNdQdltL{k>XqapYp`#)g*Wr(_6u+1 zvTS1ETW8=eEo7@J?|(K80`*ZQ0#kXwNt&}Hz#X_(@AOGpBei{N;x=rM$JW+sGgzDZ zE?q#RpW_MU*LHSu!dF{@u4AKMrfZUC_M}|~Kh2pSgCmVN$u!#mItr-lha<@mav+{6 zm&FAeis240h{YRAVa%dGrgOq&ep0e(O%kF`=4P6D#_r6()qhPW_Xys3?cyOtr^W5Z z$-bzS^_UN~j%S~%_$uGRGDGT&N#rJBN|DYt_hmBrSWMU;ZN%MQHflExrvB~0`hw)n2vYd9=(cv;UbwkPKr+-g1>uhBGgCF1Y??g?ZvC5lW zNl%S5O3t2E^UX5nha0ZO$VR}(T6BPcV^ZkJ`C8n0V-s)ImUyF|VH~0JHQfCrFMV2Y z~lGXB`jXNA;6mQh2|I`Fz(kIK48~Zo~MQo ze;FhO&VQHLU}>lNIX}t4QH>3Zw~MVnB0eXA06+TTCM8npiP2!<@WPx{#Pj|HjMN$f zWq&wL9RFR<8myjv>ijB6Rubp^U0IQjd)RG8ou}56!MYtEe%!M3qU5k?R@IZW?9iQP z?4G|7mOB*&M99#Yix^2BwWgqP*W(nt8725?TYow7ao8TUMOvrocJj*xJm+?x4PWjU zKKo5|pg4*CqA+mUb87%zO|Gey7eTTrnVvD3KS)C6veK`#O*)_Jce#+nl|;ywYL_4W zhKG-wG2ex8c&l?{8g)}C=Q>8Mh)XC>bLH@p{E?8oB~ls&GoFOA0^(56YVcaA(*rT8 z=6}9L^)%%^-p{XSieWku6r{ls+~Z^>@O_%r37b3}Lx&R2iF1~IimUf&cco?$rResl zn%5r=QqMi=^!S8QFTYcz1D*E>FHaWmRRKhuTkU&k7~XvTNaeJbS|T#RC-P}j7~!MS z70cVoA=wn#Fa4$udxY71^r*Q3DYWHXU4JwwrjNghAS)%WYvz~^fCD&+j&p^lWr&BL z*c~g`L~KS^T}@ojj^FE>z|ke@+4=5{rPB)u^&hNWCy?qf+O(kdDaTUUc615`bSrmh z4c8aQg3IQE2ouZgj#A(aJ=CANw@c_o(t+WKTzNhGd)u9vRIAv=eVYK3s&DGKyMIO! zEDW~>I=EsuEKMXx*Hh!^$UXgbxq0{;UbG7ZNxLU9y{*p90>!Of)=1W)*QYFuIGrPV zkY#T8mg>%EtroKpDUpE15903;x_DXl^Q$S!%-6b;?ogK90;0 zPSGUDgcvlzXQarK=9lO~=e_UGNCF|1r~H&gTnnB~hFOWnFp8MpQh8o%+xZQ>^u3vL zG0M7Wv4>B$g(TlG6MwYR!xx|d3qK=0GRF6;>K49Vq2t@z*7H*kqtF`h%zwX*6W+&q zKE-im z=!y)Z&5gqE<-Z)tCk9$kQ1PPLf6P68Y1*O0x7M*tNxusCNx8~bDfJ@d|E0d+(ff~8 zk1qH!`Z#89qTl$xzAPRt5*eaPZ*TQKXSlT(It)oD%WNlBDcYQ<5r02kyEJk*l%un) zK;8M-_U)%`ozyDyI60AcwdGb|sfql?XGwNzhaNKm=*B)+UkH@r45a}364H_o9B`)2 zxZEi5lm@uYzkpVuf^Ey(F3x_|p_?pQh>`*M6!oPgxE1uWQYEDwSy5D8vPs6vn&I9f;>^%ge!lCRQ<$?N>(Hm>mmMCr&<38H_RRalwSvqFkjNtWKs4tT>_k&(^9#v`42(WU42)xs(+vLiOKP*INVs;7<#jIvn!^x7MwNR+fX9} zmAro|td?rTi+}aI_(^t-(qy!`$3Ew7<`LB*PtC%eflL?9 zOmRic;St(5-`DeF4?n&&V_h>sj+G@0QyCOXkhaFx#9;bqOedKT3!D+?SfXrVOz`&_ z-ztZD4S&~OUrMC9K>--e4x^>pL$1fH{no(vh*_U>So;2<-xgE~>-$Mm?|yJ&Qr=(C)e zLa{vDL;SK>SRV3*dt2&p;S1uGWXCcJ4$tL4vwx#Uq6kN9HGh^=P@(!wgZ!_ITb7HLjN<8lPW)%N{f}!U7HopI z!v5*EKunK-k;F1ZW}ECY+*z(6o7tLcUiMMGj@qB$l}0t+$7wI<6ax5#j6}Lr-$VA$ zv1GjCJ1cp)otrWdnh~ep>wV5R*f1}dfPXJOpB1+=x`mr?>$!pO}QB`sQ?@*g}(UE?@6{?A0Zv|GE4vlo21uSQvQWnJx^A4y*4At0K1tA~pcz@&x z=@^S8tx%sgONHMUi+Zre({Vxfuw2`SlnR^P?Z}MInAvT$#vTY>$le;Fy=*k!i|;SX z)|xF;cj_}0l@)yHjs8ulDRkUWD+FHnRO<1Nuzy#HuwSCxnMn?-f41si0NSnX4HJ%8aaH_pph zX(I1C3>c`bViiUu#a1S5PBM-UaCtq0=pwVXdT~!aO6I-8qYrn&+h}r$TS>*ZkBW9L z;`i7k#Aq%M6@3zt(+w9Y!eM$sJ)6G9-781@UNmW#eI=n&%@IXI5fJ>^$~<+)g=E z`WkoGLt*$m&Ac3ryutT~fr$?baA6yz<6p68Nymh>UFLPizRO>tWqtgv@V>;p#n?ro zxKripjAvtfn`bh&$bX)Fy(r+I{*JT9 z!O7xyS3rC|D(=<3fU&Uq4Qb>?HzlA^w&?JsV_dz&%xnet;&n6+A{oY+J z=#zE$k`GAvu6liys?x34T5r0Y{%g)t!y4236p!Cr} z-_G5RnH^atVWK#YQGbTiI~`5IrkB|-kDHn3!P-CLh@~*IJ3BaKmHfi-Cnv1R-;R26 zKJrg5>ihq|)H)b^@vdFU2V>NOICz8r6q`w9e@YpJ$c&DB>lf0e7}HQ^JhmnholJVv zUZ{p|9~i$>2dFyTUj^wF!G9Lg2=P*+UULXVAniv2rWxj+m4D>nFP7~(->W{F2XwHtxzw3xV(k*Q7!gw^b>I01*;&|s0I`4w|A$9$O+Zm}z_TB<- ztZ7^HA}mJ@L4WL=N{66@D^OjdXO+ph_^Pn1B63wMfkw6^eDe zt!qztIGoXbF)v=uJS5Z6Ol=V z3Igck`2g5Y{#Xj3LS!N-xXi}_8gq~E7$ z*c>-#D1SzMu*7ogeEb*w7AHl%yL#WxykojrFsW;M69nVJ47Iq4rG0ROqBzrHeVLqx zo8Q|HGajQiu_fWxO)`sf6xyA#ye5_%uu<2_B>Koy4KYiXcVCm}?al~3IVq8qACmfg zP*Y~fAhBNgJ5A9FWmqk>Va@Lv{S%^@b3Ch)HGeG@_0htSLBUygv+v2>`i=Lx%kKy( zO5*Ef1V5MGN8c}eG@|Aci>25?AH&A;AIZd`zUSz~I%z3xe_KtJU7GwRqynmiJ=~2l ztXerwW>T+C$sD}=zTNYEfzK(ePWvTk=;`GB$$_T;Ye1C0Hfs&}Z{sv|&5Xl^Wm(B! zo}A<|c}ahi{1l`&H`TAqNbFg9ei?Bu1=}w9?+&@RZ^pchXki5#5U_qhC0DHlMO1## z{YrAgXtFPx&H~?;-Gpz!7xscndr5hOie`|eLEPwGc~s@0fFsZ)m`a%;Em!?v>0yu@ zb(k4e&(k#|FPTO3caf$#`j=#^h z^sDk49#-rh%;e(vTtDe*Dw`l(nxHlAK{5wn-Oc4S3N9KevLXfXiJ~TJ-Qp`vv4|M>5{B5U zRnTIXWQIv;<9!<$sPtmLCG(vNjYoS-D3X5%B=I^k%na&4O6LGj?9>)KPVxzBbdh** zKZDUE?M3k`myJ$N!`6YoUx9lcLCgwiCr%|%brpwxa$pHhzvzanNaelHjFghH2p|CK z`)`tJ>cyJQ)GYyh(QUC^>X6fm54kZ7i9XwUXg=F144H9H`MyS)nxa<*C0{-cG!TDA z=V4@LvJZZm=mPw{{_SXfc~w*!bXX*^C3xnTNQvWd>lq&Q;YPK4dSJP=04+M4<2GP8 zj;JLPG|w!qVN1uN+#K)g`2{RfPnuL-S)XmuIZ9uvBcx9w_;v4t- z_ETHUO5w}f$gAnExQXfciYg0dgM{n_51(ZFZf9dH{e5K zx$3B+3(aap1?qt?=3s;)Lk9viOW-?P6rt)YCSOUaGTz7yp$i`x6Ee#!iBF_sQD46) zoXK$FhcQinAf5(TzF5|=aI0CK-{@tsZ(h2gMZc?&lob^f{!Vu?UwQVR3?1R(;$%o| zeC1eEv9!Y0-+0P)Vp8gvcM*S}M$AinxXqp^R=gszi=g$r>@Y_3$LN`jNtPAt6d8Nl zk7x{!P;~FY<3$iXR!b-Q>;-vD_zam&4rb+c+{B6qu%&3iqMDzOc@Fn6dV+R9gbHfl zyneKSLmkMe#-^g9E<-k_RKH?diHs`l>}&4IN#k8t7*yYAH^xp3*)@Og?IFIqvVWZ! zt|Kp>*_=OHwFENf^wI?>AjAwcw zca3sbSD|0t9CA$ZXei7ogXs{+mQ1_7Orl#$HIw^MMTf!bBL*J3+%CoZfC%OH6uxq7 zfZ!SFi8`@uuJ4h2D_wsC1~MsM_^5-=G&jxHL9d`D3FG1#VOxiqRE{}z|5!Xyc&8J2 zji@oYDTc1nWP%rldQ;ck;Gu#ow}e!~^a{0Y?L_$OW8jIhK+5$wwgxvB6_xK!l6(Lx zCzv$$X<=Q6FZ^WMkNj(*jVxan!;W>v=*zMsgoR?ylt2#(s z+}5(CU~HckRyzF*a~bw>%o^W+g$LWC$a){YfdCM`yftqnceGe=H7T~uWJ5Sh`5Z-a z=wB+(jq3OMOkiu1^=ou+pgfEEdG*ii@lSYMRu#FTwJxu!_oRmiHuUN1;o37?cQl?F zUmg4oV>o`-Ja2#KisOp!enGXDY?jvWQ$3`@u=Hts6u!;@4$+N^V!>QD7DV^zSWzMq zXAzn3HEz$K>ZzsVuLugJA?bSOPX$qirpV4-Kxy{vFvJwBDYazuW0KI;p7JVZH?sPQ z5k0tDEs{qz!lSF2ds8mVBx~#6*z4&CVPM-stM6p>!5@EgU54uv{d-Jf8D~U(Se_yG z@{3wnsQ3MlBoFQ%f)y?VO{t&wO%35^u{V5!Zr|VuTIsh*xAqoy+Y+MiM&zl)RLZPF zrwrB*``=pOm$x}*Et>8Bqt-kCUI~Wz zpS)_|G+2MS9t?XbsoUc8?dY}M!61=z^wmn}MB=}D=C6qSxpBm{AevpQ*1>0Hyk`O6kK$XIyeJgqx-Z& zisjL$t)g>~Dz}jjc~z-lJo^Jq_J%03R$<&TDaU_OfgkDz39}6p>X29#DP8X{+ehoj zVwh1ylvlLkyUvJ2W(4|3=Qy;-y+?BQu ztrCfgNgaUPdl`xZXEXDVSHAsOAtTVv-w;?jnL?jO%6B%+Kxu$a*tbbMox&DjJ98dV zIh(DVl+8v`HH)c;4JhQ&@ygGH_=07LY5Q>Q8D0z!z~8ucV5al!1b{1SlBC7;0VjX+ zfnfJi)xfO>HmiY5H6M=~tbXWXka+_!QMJtWPj_Yl%7j4B8Jxmfkx{web(8ul;TD|K zkKNex_Z&KU*h@NZp9IWCgu^?x1M1#9MGQ$>^{dNfb;X{8|*Eoy=Lw!RFJEp;dQdDC zwUt~Z^c_*R2m~=n`hB!GLivm*d{6oKM9ek%t{WedhG|MVdXN6&NL*se0uX1Efr7x&x>c$bBVUuvS%ExvJ{ zMc)=qFw>Ls+QBr(9OTI9pNH&9PEYfKQ}e{Kc1o=8SJhUwEE^w$xLdB0AlB}y z2ss4}s8p_Hq_OVDk5BlzbL4+xK~Olak9|+7mXZAXze8~S-=l=s44MUrRE89+W!R-` znpm-LP7NFFf1a-oyPGt8#K6A{UcnUN6O>qfdYeBu^J=o_nbF;Chp5{R+ z11(eeN%2M~-IlIRY}D5kAp&#>mB|Cb8K#VPiozz3MrVkH$T-4S#%O=Yh$GnB#p?!z2_yo^N(T-87RlY&Ep4G3ZYR{ij1mQ*Nf96YEm zm`OI_DcNq_DYN(`CRYbvnHsQO$3ZD+^gV7%j(lByk@umYz~{s<@0-w* z3AFI6{SZGFG`+KYf(-4B&t%3VsvBv)48`HBRBbYHh@XyRE+rGROh`*F(vHI$XL3|2 zE6zHqW<0;tqkv88El+)4#9zHzH_ z(<{+w-jII|-}_<^O8pzvJF`fp4kAY45evdq8WzAKd>wM?>o@RsFE?<@L|rVg0S9v)3_9$CgAa_@O?vHmw53fs$RJ~MR@EY`2JQnstbP~W?J|&I@L}iHm~NoT@o=hg{0Pm z($h-4s`OSt6E3V$XfG;-`6p;-)OW9{`FrtScH|6MXSH%4)pY~pf2YsOOv-gUUNTqb zY0tP{O;;4~$sfoPz7&xRRE!f7=YMbXLl^az7#L=W-Ic(HO|n=O%R<2)qu_v{_9{f8 zjy`|Vei^r9gi${l4DnK}VkPOYyifvNoJw^lHbI{nunAT*4{8sud+P2xt~$;8CY=@9 zE)={PLTW?JNtt|yx>hq^oEl_yJwDkn8ZO8_BL1*SDstphoH=RA2+laF-&{7ok``Ov zfkq)yb(3t^P-QBUq;VZb6I^4Uzgzwhv><;U(_SAP!!~c*L81NnyZLaXN3lHqhga@u z%KxUHFo<)1Q;5kdq~Ab8)WHmvE#o_NSs zrwM9X$gOuL7GsCrI5^78735~2{(M~JPA&4XqitrS@z*@)_4t2$9iI@!+$H}00MCET zPpcdIB2p$d1*dAM_awbnsDMbO6HoM0^bBDilmG0pbc0t{$j>FCJL7aXQxq@(k#WJO z%o9J6NO%C7v3K^?m)ZI;i)(-g_xx}zq4i$7o`CvjiGq;y<8K=R)Ye+}%n$8YuQ>5P zw{?>h5(fBoAFV!P9?g4R?P1-zlZgV3+qN@Z{u5U zA2z!yjvU^-L5Q&0J&Oc-GCNLX@$h3-t+jK|U_tz;-dG z`$T`WR>Ty!{vit0HB==TJ!5|%A~_M7|7}iq!9L|!;3e(*HzoT0>ONv^0MsZ8ywy_f z49^`f*UJ~%i*7Zx+z4F8M$$(vEF+yp(0cZez01p z%c^%p@-4HdZy$m5T{GLdCkvev?7a%*XgeMOHrbpOxdn$}{qHmAwkUs`;Jk-6sSb+- z6n=)HL__Xv{R#t{w_br1II;Ea2ilh^@!I51!PO%ShlatyBCG z7L(T--pT=fcZ-5JwSecOw*3C(+2GY_U+$;z8LwIsvK}IG8qHchO%Cz`TkPRhw0Bee zBif~P?pB7tUfs6om_2`@8ruYaMS5+9&_d?xIBk2c>!fZrIT?G&hRQDz3-YG;bT4Ip z*f13T(2StsS>K2me2{DHvVYnL@3mgPcvnd_7iT1gEGkt}x>bBzU3(<_Q7&U5yB!{V zs+&fLYNv=`3Qpgc%T_f5nUqg>VxHkH+?@g{#2-Azh*pDnYT-;$Mp zy)`hB#GN^VF~)&G4Y+TQ8!^?!1JgJxvDbOfr2}Gy&)C9U<#q@;tNdRz!ryMn?y5g- zozwcgT~0w~;435m&6?#SKVG+o@__z!HZoZAU#{E9z2!Po8G8frV6A{3UX=_LpK*S-wA=vf> z_7PLBPqeOc)SFKqTXphr9=!w(F93k6?}$LuCMik2*;;?jzMQW?VXZ6qYtUXtsO&A{ z4lXQXR!r3rGUv}5B!T(TcN7P#6%g*5Xc;jS)?cHZml{$L8P5|6s~zqbFY%9o? zLQtVKNFAKGck|QF|5Z60ZtrQoZdEmMd$o7BZ4KO)I|GO8tLYM{@hpdy#-A;$)0tK=KJgV4+>)l}j+P$PJnHP(3c8qH!;J1{!_)NQJn4 zOi*_qheKAOgXY;u-Q;RZZ!)d3#87l#iyB;Y6wUFc{ztl(v#`L_ywbbbA=Ymq!+gJo z!@4tV4uM|mdgImIdnm;LQFxyk^?myu{IMq`d`*9Tb>AO zaJzqyIGyo6_R3l(Vkwto>17sqg`cW_3%+7EVI}#oj6RJw!=*#=0kr|w>Ih?hBoAEx zG>p}-7G$EmNE!P!I<0Wy~`zCjccGC48|FHB`_XLM*XATc>JG%%MDJwp`&FgKTB zhd?TS`ejs{Th=uU;~Lz(Ac5fS5Zo=eI}}b~g}b}E1PN}zo!}lEg1ftg;PR5wclSBn z&-eEm3@GN(xtHtX0g^xv(D6-a3NUsD$OFMf zs_ync767%;UqI2$3Cv(@HfRgM-k1UYruOD)=4fa8R{{XF1sH74%f#gB z>dI*D>;z`Cb2MkPxA}{os)eN!z}3!w(Hijf>Ik#}{#6)fkm*}F!4|-O1^CkxfSjcX z5aa~><0N7CFQx5UDc_vl)N%<@ld8|E4Zt_jWQ}8&7Y4BiH}! zm=Va?$>Sfj`R`+!*nylZoxo22iUquy^{?GfU84GI?PIX$f%^RR+1Y!2>bK z+r3o>#0Yi+|7HCrp0Jo4FMykw6Trg54q$#8QgM)}sGY6t8*3+|Kjjm%e5(`K&e5Ie z|CwuRkew^Y^Z%8bS%OT>{#4$7)Y+a%4P@!y43rl8KkGLU(%&+3AQ-?506GAGZYCB? zf71OmEq}x;f5dNP@bzk zKYR8+xg?xzY!r-afz&rmHn6eU%7-q<~Be80}DGNGaD!Czcgxp*2?B>e&6mO%Rg7xo1Tl~e{^r7X<`im zIynK@+5b`j-^%en#NT><@P{^lNmfEpLtLKj|Cyb?%)~(^cBYmfa{wy`C&0+j(a0T% z`E4LrIXD2GEN`=I3UvExVgO8xAUp7z3&7qP>nRZb27lkgwWzYr&YN#t+D z1z-~W8*u}e#QsJ+04DMOATDMAlf>VM1;8ZvH(~=YN&k)50ZcM~f1|g2a(|<@eDZ&z zw|okJqqlsY|AV;S@+tm}SOHARf1|g2D*r(|Z!wMjMsG2V|3+^yP5y&8-gG8*HgEm< zx8$ugZxUPEzx`R5-x8bt1HPRU_z(C-#O!a#`WD~J@*nCqX6FBZZ{aQe0pB|DPvbY@ z*8hNS>}>u4-$L7e{ta2)Xo3C#-)PzW1HRF+|NB&Lw)RGESFH`u4E(p0<^QDrTHL>V z-$*+C1HO@T`UiaL-#?AtI6MCXzHxT>2Yln~`j6_o@o@VGd?Vog7yR!vQ2g^a`0J)) z{(CR}?>YGwRslQOSpzjJP2YY-_=kzS5!lhvO^5mInqql5lfQlZ`#Zh=Nd4{!U%n>)dSv}|MZPWYzww{v1-B>MLu(6vE=}h1 z7R%KD3_Tqt#RBSgf%+`Kup${`?8TyMY1R>oVjS&cll(e}9IgZP&Fzd;t0q~=>p-~- zG~AY3*)!!AbQ0=Ri0s+@_~yXCHT3D+cyVK&Xy~lSKh(Qk57o(H}9XGmcPrDEph9)iHFS-;rQ4Qym8u zJ&jF#T*Lj71f#Dh#Uc}mPGz@AO!yK{JBOkB_65aCbjmK+hEHNZji{XtX2ptY22svue5Cz{azX(|$6iC#HUn?ZZEl5OKQUryB zb%{+%AD$LTz!Khppr`4RLlsaY*E1h~5gvjbZe(0gONftv zUEbgV>?pF5B~r{QO$`l#dLH1k{#stqQi*4nBC{0436?nDVWIZFndo@@Ey?CMXd;2&!W6GRC~y|q5rfo!k0m!zVscIi!8~#vtZ;z zx3z-9zPt9?wz({dabEWel?_`qOrTYg>s6-mp8d(%9WLU3CH=Wc(jw0y*JPt5*bd}^WOuN!)FaNU`1NPp}$rL11STbgaJ#O+CSSq@)(rM0cfkK1f&G0WGc z8$ELgZ}Upj6?1CYlum>|M|g)h3Odr3g{yhbnL^diFgZsy9Jb_BE&UFV|ghq!@k zJ}P`kn%C+BlQjkUN_&yG-M%e*rJg*?=TVjLpwq#Bcd)Z5x}?5`$~|K9kv}}*A}aFE zM)rzG%F=r^;$OrsESr+7^=sw}Cq^MO)=P%bdlWgiSs}-E1ia(u?t^{ zqW8gniIBEm>N57unb#qxyBsaYJ>5LiHxZxLv-!`mQj064ZxG6PhVJ~HJqbFTCL4%G z!7@mRHOFvC!s2C>(jbLqDzTTq(6JAM-P-f=a6XyYX(Lt?^HPib2|O5#giZ;c+h(RV zpN8@zh(#~YVy)VfW)xNUMmm;RntJkt(MW}Vd3KbI&?a8WE2;loRgG$s1AIAQNJdaC z=0vDpl}fm^P??q}4`gsPQk?HZ1piLMbys&bYZX#s`=%_iwnYDgo?bJoO=ASNhBHAV z@2D$0)Ro^YE_PwT{z+hzr!fGPP0>GKI0iEC0e3e`4Uw2)^cPky+m9=zd7-qU6=(S5%~ zGZq3a7}@6f1FWX(6WcpQ-w$w|35uk}j;7)mT}MVt4I$-wwIa;12 z=?-%l8vEpvn>*V^9#o*qA6!hldN5*ts4;Lvfx#%r7rCrmM{~}^;YwFkUxihCNo7yh zArSV3ymysYBddc8+1>Za;K`b-z)n5|eVL^L$mlM2(O7roWmup*v{HeYMQ!%Py54 z7YQ_a*)+Ly%rDLuTRdkFnCJdCikLWMMXLu^Dw66nZ%w}5Pmy*+Z0+7(i-8-RG{qhe z%$>^ys=JTrDiN#0e$!%hXCL~1Xh2;?xbB-(BuHClnC`7ABsypBWSE)2kn1*q19n4k zrP6SEI-WjIoe#weOOq4ES2e5Rc(VE5681cm+#7*6z|ck2@g!uVxHD?lv+p2M18Ldq z=hgeNUwOMsJR;D(m4siZ7+D}FVsZ^0E)|jyGqb((iq0%4XShY5IZbbWlD7^l)rleV zy|L{f@-Qv?C<#)%txVx4I%$p*6@4!WK~IA6%GWEZU(3>`1>MVm4PEI=9}+1B%) zpNuuWZj2M4zX}&OAwn&MR*H$B*EIli@PM+)f|zDXck2_5@OYmpi>=PemL1pJqVv+n zM@61N1_z2LW8MTGy-4eSNkq*UYZ=^t{PE?1_`CGYQheKVI;Be{(acZJ7iqoxq<}pC zQpE9Usns%Z91pcTuDPf~v7Pss#Th!d$9&_;FBPh*gRNGjYlstKiSO!3sTc#=b|{e_ zd(?i~xLvC{l0%C~5lOO% zPfL4%-M<2ds$8s{D_Gm=9j6-Z3WOF`U~eOBciCu43F{ViWIGBMI4CAWS=p4{*KT0y z9pq01D*8oI$^!3y>2@Mt9_c+G6|#%P!oQsAu}mVAt8Qg!x-k@d=08cftuQ%EgFaub zRs%>g*FA+wwC*mtoc7UM7|N_f4I% z!s!71B5_5_zAzK6Ay%+UY$x1v>lF?5Dk4 zI+OYc2^tVNeM^yRZmPeOVeni%2$Nw)I#XQ`2#)8u(h zOOjZcDuSUEU9pc%1-><1%B@R*2IBR6iGVwKKRXZG6eSc_#@b%Za`h&*je;Y8U%Z2V zpw&LzUR?HxFBBP*$*=-3qC)MNrjUe|-rXNeeta*N{ehOq4_3M_571f4ZGe;U zYGK0$MJ%Nh7HU7y365LT7p_Lno1c?*2MyX}316ev5TktP<900LI@N|v_2}*O%te*?hHMI?(+J@m zoF6CR5>bsFkF>T=Q|e@jNAo|plB#BLOhwMGh$=shcBRZzKauP?2yE6*__ zd9%_=_!3F6M-2I6$J@=_jdh)!t7~*4Gq9t!f)_eD9wg&h?UdtuaXGEHrUOXwT16<5 zT;zZ`g7YR<7i7bfHEEYL@)u@U>qE-w_;Kr=SnK<~ucZq?Lkc(RsYIK9u-+RVX}es1 zCBy8PTsc2gJ)r(*w@#(qHbrz#Hi9c9ABJ1x=fT2|{*H#oQHcTZdUOU+oD;|W8a(3f z3hIpqp9e`{CJGothMo(T=DMKn9-*grryYjz*Dp;u7t=R3nGL>Ei>1U>R?&$gVjhnn zW_Kh=*!=1rFN>0Pf~z=xYfLNf7i=Gpg7tY8>wFEEhUajUXAnlvAb3eqcS){CwP)Fq z(3rWd3B|CSCq?YL7+1plKBIW8){!z0-+Lm=?Fk!m918ay$CoX?G-7>>Q%rML$$Tys zTUbOW%qoRYw2b+%;!)k54=}BgLX^&1;E}XTrxg!$%pntsFS>-!kn0d+JfEVwO)*L{fK)&=>8bT4SBz|%4+;t^ zTq8Pp=3)t+MPE>V-^pN^q59<64o_{cfIJvb{MYf@@V34eFO>W&4ipYg)#=vsFS^j^ z8VRfyHjQ?YFY~HM`A~{0T*#mZ&TS2A`<)h!GD4EGcm`)z0v*~`yzH~SN%f1xN814f zH~9B2lfuL*y^<2brmv-NCGq$!3D|N_2lCRbl0mjF_p7jfocn_)y!{ci>-nd%Dcw=w z;4|-Z-=7?Tbgvk%svU%DM_nBp_4BC=;qXJPpKmc`6BYB?haH+n^zr##NYf*>g8I52 zlg>hUmD-+y7z6Ur*zBWLOj#f9q-2yBo7lphB2{V)+-HCRi{5Xa@*Fn`qa#1wZ;n^z!Um)+uj2age0kDO}Ern|JQ&e%_3N;-ml zFvzLK23yf^yR}V{+lj7DxLsj{A5Cs2j2#lo+a&KBz)ql5Sxfxr@j%^F*kv*8{V@|~ zxGirxIDbG#`aUk5>S2H#rPt@3Co}o^4Kke<*soHv)9oCexB3>kIB=_c6}j$}6pb3u zF|65tp}#@guY|(PTCj)0zNpzO6gdlALk2TYMD+UO1EjYv$WM|RZOp{&RM>KvOkkG7 z@W`V8>(18Mc^-vQhFcliw0f(TX&-elzdN4Q&jg5OTsmG)3d}caA!yfyQ9#oVp44ib zNH!yYT=?;=u4gR3Ik#O*3QZz|XT~b4@JcR!h7G7_iS^VXZgP0Bl?ci7v7ZiKM4No0 zea2G6cJ>JjvEnv~Qu{^BCJ4eW@v{6*5pcafZsRM)?4haJdicDzAW@gdQsLHlH~u^C zNevyy&5Ns&v#AfbCDLrRE)B{a38XeMgr~1q?GxBwmox2V7N>?qzri)E@l2S8%}=F& zCz}q-gAhYT8Z*%2PBd~3>-i>E^jS!W&XQBs><%rxZVm|IJK@$u>z z2)#(2uY*zOpHTF_cf+e^7iK{vaVx-REwz0YhnHDnR2P4@avvdQ6iuNnQ!EnVNjQe# z<9mO2#9QQEnfV zdkS}rt*$=nm!|t9z7yJ{A%8`GW92QHJ|M~>{+!n5)3FS(z3}Paw=ia0gl)CwHV=J^ zhj^B$^j>f)fuhO2b9(dM9S!j_R)~sP8ryD{_;g@UWoQPRTTb8pL66n+>B@es7j#XG zI|nO_D1kz(HutKEsI6B(xnJMZhQazgB5Nl_0Z;D5v|@p;lVkDBJ(Vbb&=t`VCDWc= z3oEgpVlPS04Gyw=ob0^wn=IP%k57}f!e>~Qbs70+kn6fSfWhFh@q zmOjRpvyQY2R#BdkEc%`3R6X{pCSCGNc~Nu>V#*M_mcvz_+rcs@9kC&mM+K_vJ#@vg z%tp$Ue@z%kE_vL$LOyJNN|U_CpPOejp@Ob$P^y4Il4;jaRUmg!Lf3Nqx**@E!*>qL zqV_SX6vYh+0uSr}k?(Or1AiB%d%hH5o9D9FIIz>!>T3c#wfk}|AmoPhw&V}Rf z3No5{5`%k9{fQMVzE+B-3|`k8a*wQJbuIOrmN~%k&XcZ#Su`LNK8L7PT@kqg-#6BQ zT5HKx##soHoL5No*Oi*h4Lr{sXL=UV-3%>dh;lQo1faSvtR+6vNIKt4EZe=bQ7?AU zT$1x^oDPVnY2bmMFrT9AH!}r#ZPjXP;3p^ZjiP`%5&43g)?p+|uC-=~8N1qML;7zrR zb?dZ{@3GmnrPE?=JtZ;DPW1cXx41a~D&d@JkEQT`QlebrvZm+qU|Uxl4pCymQ777N zX)L1F8@p84yBtk*hengAL{A3^y-E0DLY()}OGl$2$>-j4_?vBLyyM%QkM>+(p1@gSAIo^9{|ajNV$00&ue__uHMJ6AIq5Reu6=LHO^#cb zSinnZTA(!C({S)RC8MB-=qoCCrw*Guc{Nst_QM5(s=bWEK0MEV-V5NvIm=>_&zZ1P zzsj0IFy8VRz}T0d?`VtFyIOncG;1m+0RTIHu9IckPSi`jMM;F8$r|`W8WEI^o17!a zLwWka=~!lj{*(_>E*^N|ecZmTzfp?G^iO_a!yMf9^pDx;NDzJStjxw$pLm8?CnV^i<9f1x z$s9EbSf?4p>p`%!q-NCUIJb9=Ex>Uwf&qTSv7lF2oB$%xH8SKcm@)-sNc<9LxifO} zuAitGS>&bmHmdd?Tf!0j#U4CVze~^4s2*EzZLs{ArB?TQZicz0gJVwbvLH2MK1F$Q ziU&gKUV#(DxCw(_AiQ+1dBtgsW+RM$VU*xjga-L#EwgMd^BnB1J0S`FWJ&PXc1eo- zMJMjSB#UGQbsLPj@$+)xTlIaV{Q2s^7@{m_gnp6+_^+(u*Qkvj&@HShK~|GmK{%tP zFzwoo4Ge*P{TNJg?LXXl*K?u+77tyzRCu))SF*?=inIncPLG4cYTD0Rw6u|b2{6UK z${_uwQ^@F{{53vNxMOxDzVDHmvhp4Aq2A?N7rwR5GMojY4(>hgge$p&slKbETLlE~ zPcOWvX&w{{6p^HJ-yMDRi(Zkb)$%bv-p5Y7OpzkB?}Q)tB^soV@%vH)zj@##&WLUr z%-9RJIh4pC6!TCuJs)511`B9^_P7{{D+Be=*=^KFs7yS|4tVi5CLh{}un4fGlg#S} z6DWms5I#GLsaAA~tz4&&Su9tZ%GZ2$O@8*T%PcM17N#+}P#rw~h4bzl#Y5<;&DS6U z^LmfnQg10tFKK|cMl#v0N7V;nQX0s3FmVYM>Q|L)r5}e8(6NF|9HxGMHa$ClE4+AF zi^g1@{_0J5>~^v0>az+(vmr~btwEh+2agFkWU2RuO^SN_y|_Q6TMR&eDL0Q&cl}j0 zTSQ5cJzqwhk5pvhka1jfHRFaVQszF}Zo5wY8@i2dODrDw2-M%(s3QtV$2R6K1gfMv zva+K`YAGQXKTanvOS`d)ebQ24wQjFK|(Jnq@1h*3R10CjfVTm4u` zw*DQtL6VEgT=~`HX!HO&)oGw|SGle38d<-h`U6nEjAMlQqv<#;Y~U*?SM)_=|FXys zwp5-15~bdp|IIFh%&Y$d+;&;2N)8J2)~$iv5YVeAl8IAzk|16T|6)zrNMdv0=8JSMnH*iME9 z(%$ut*m&qgV14joRxa(@tmy_&*fbPmaBzgUq0yPQX3FfA-l)l<+ z=&Tq))KI7JS=c3it>T&0>F~6p6vRcgct>z8u&PzVsxfS#HbZl8syL@&x+~ltzM3wou(*wl7!Edj$RLy^e`OMMO-r)4N8UqFrp$ke^oKi)P zJY%7sKHu^)Ww-+`FoV8ajshI)&+jYI{qd|yI6Lrl>2-2TKBM{X-aa6>1=fxaQ(1np znXlyabl=o}AjoA4N&n>5Nto%xmNlSp+G4a4^ka{Op)F8 zF}O{i*>mNt{^#GitC{X4JsFlVnb;9TQZu~B=Q)jTT3U${B(UR zU-J}rh}sBRBd5!hl*a&pjf*o0nRd}`+Lx;bE(3pm+rtRd>Wd%JDi$W1)dfolXGa_N zFFlmGoF`Q0@&u8*sO2tLr?JxjemB=B{_IZ0i_IA#2WsBcMH`4DH8iz!_e4_T4xBaM zD6Lk`uVdQB2K=0IDCaIK%`K)CT?Ox;FEeRfVn0~#rOPk{i1_TjdF;=V2!lVJbj(3@ zx;5#44tE07QC#VZwDxI)t;SEp5PDp0rjIP4e)??R;87nP+=HTYZY~4%uSNfotp)KM}p=kczgp9?l zzI(AWAu=zkNmD*_hy;Hc9SqQ2E-yY8Z(Tpm>5*R^>JX0&!VeH=h>%&ylu;kZXlT@H z8PxAv_cF=B(?4!c#FqTt^z?G#g3ah|LMO!T%jYbhsl<7*IV@^&OUD+!gY>;q>W(>o zCj}qWFL3@&NQ>iMvToP9rx4NmJcq;%SPxFyyR2=a_rEWOpn zAju_eWEk<}i&a+_vl@k_p?7DR%Rt_Lo3(bW`Te$bAFWf0DgNi*>8qk#sCLxLdYh=2 zd72S*R8`5CclfOdpTlJzP9C7FZz15H1=KekdNg5rgWT3jxjO#d3Z_cni9j@e`GkxC zQ+Th7rP}*W3N4WJPS$wdtX5;0aaMLIwKbssqy@)F9Aef`@YE1@m9u8jZ ztUz#4vVm+v{WXwOQ93GUK}_f$0DsO0eO-+tQ&C<#)*}hLKeUQjii#zEx3AF*9%O?w;I^SoB(0)(f-2u$|kY#L{-&$&pzUqJ{sYvy^Cm6~hBD0dklqVZ|}|2qz1p z<}B4K>>Cvlk!(Tc1GPs~y2LZ?p2-4Cp4%sdD15L59DEbSN524tylaWiASj2b2) zR1=E9rfGD$_pLm(6>;w5F*rkPHB69ge!un&MuVH>*8>+)vwBPN>dm`8Gd~8VPSW3q zqN$74lyhEx`y!ckz!p~}05+Y2ys~x<4TYUew&Dg#0}7RKf9jQ9+pArxg}}$YN`*3; zAAZbxrrh{QZ_S@QvLQ;tJkhIg3$Yiy;S;e8ot2$#xQ(MUZ0)vUC6g_Zaz2wc&51&x z1&7niEgcRKK5JUXUvt+6ag`?iA{QsN+FHoE;pS3*@*U^Sc^l#zm6oz|v*E}tl!cljFe@Sc5>B-g}@3|Y|K;Ame=m)I6uaMkPBu3?J z_;IMYec*(kjwUMCl@9q%gc*VBUXbq)hWl&EwJGL>+jJDLoutGeqDjH!)g;_`7AI+M zb&WxPY>->GHz;Xkfps(yW8&wN8S{^ai?-$nJ=6y3$uF>3>-t9|__725azKs0tohny zOpHz@Y`$MMNhvxA#K0N^w(4my1|xRPuZO-h{tjn6Eh$0gbmn=ivcMywLr-dg^ThYU z0dnLTu-%^Ti3byXgSnw2qq;Bx!o~{H%FfAtfl(q?e|Y4P>;uij0502AH*TzViJ5c0 zhfxpcMLyl!)L0vg-aN-8nEfaS@R2MTPIqz#6m3QW1JvJ5qs9v48&SiV4R@M)BWPh| zHD0Dq^O2hUm-PyB*9eKXPS`38_c^f<>J@hunt~{k`N)+-+n~(aR8hR`Ai6QzY6y1h z+&27Bf4TU@WhhN09}}hMglYTlNnFeXcbG>p%&*{RPY#yJnVRwO$Fs-+qLV@OA~-8<<>Lfsq> z*h@f*Nz9kwJp<=hw7zF|_#Py9+C|H14&Jeoe};f=L`{Q$IN(>Zbd>r4NR84(K5HOG z`RB_5j`L{ff*ogL@1JwK{gk?%Og2-qIq(dnYhGm}KR4NB~0>MMS?Hdf@!^Au%8so`|97aQ~J11s#~@AH2As`UNP zI<~j=^ntlp70U;U*6Ict=C@oK zw+LtoRUpuw_yj}Dl)Ud}2uaE`BZST&E~i2cHdt3{8O{~GaaVo?s_hTd_ATvM&;ZX%-*9*B0wgt1PSZ@)U{ z$d4lzhk^t1jp3y9WG(Cr=EcNHf3&gAsBAu~J8LkaxFbXL`nq=3aj+|?8P&9reCV1L zulqO=KAE6kPW~zHpTU;J%QNE#xB{h~;!NB12 z5t_293<}i`CE?F44&U36Bf^%ZHsH%j7Pp4#gQ(+2X&u*4Gcx6FC!N1XbN*UGr@dQA zbMB#dydP%tpnCA5%rWMaSb)&(v^0K4VsMBAK~lGzIf$B4N6f#|cO(DH{pPT-1G%l5 z=N4-VnOm&6#0!y!i(D19e_&@pJbjlc>zHZ}8MX%Y_}ByNvcNLk#VyDq(41&=f|)8S z8pXoOI1e=<~EN{Cl7MMvzK ztNrh}H62#y;r5Z3vc<-gN+R~h;)M?s9c3{tk_Nu|gidCLi{<)sJI$XOEr)ivqFh}q zkA}|?A7L=X?Putnf}+FnU6d5vIN^bN@xr&{!lr0b{=-w;wVzH<{FKdzv(>Hp+lEmE zykQehh|x8ItX+(Nf2>Ve390YJ^ptiD=(eRQ^;wltFCrP|mM*~Hr*-o@WQ#2tCxkpt zX|Mf}u*ebzHx*;M*cU!7JX-1fydM=}ht*t-NB+8>?3a3Fx`OIinP;us4u)2mtM^3$ zV)(rA)|DaV0ikYJc3_nkr1EM(g$C8MGNOG-EMpAiv|`e zFFgC8mbq1+%Up#Nxhm0Yz&|xQ-GItEeDdkqg*e%MuNLRkbmL;7f|sr^eKQuTTP@79 z6CEwjsN&)Se_~6YQ(>*PxW8F&T4^;3fS)L}7Gyp;*<>3n`=X7)F(|OMOcU36r3<;> zYgvm(yH14RF;E6Jg|TxcgFX+wq6}8--w9Wc8P11nzoPUt?K!I zO&&W^Lkfyz)8TXoEP3*?oSnKUkP>cz?4pMF;Mt#_ zx4!q_lV@?g+W!zTvNUaCXRb}NM|!LClTf)6CACg2tIMWR_E={A^%ux}bOil+RYGGZ zZTN+?fATBPLIc8_r^hBcWc+eyW2+oM z&u2e*7fd|ohT+OnoPRl_B1(-phNW-%=H5f!WKbdIKaINlK9z%s-D78NKl5s0&+h%= zOce7jL1|Uag2Il<3yQd)>oBX}L}k+*WR=!rDWtun*WhH_?^D80 zOEk;=iwPtqa5(E?HcpHL*dL!vii@1Te|c0u4?U|p_7{zibxi5Zc+I+@*W|uh4NN4{ zIHwh*k9^C@iG2)t#SEFq6@|KO3v`smTY{ei6WeS!#%pnsyyriaY|7x?lhF!PtiszT za0-?ZsX7s;X^4@RNOsh5s7X@t34)7}c9V{q;R1&gZA~j;Yk>xMSDqkO6yBe4f2?P& zL>DY2*h37}q#3uPzl@8LA2mRzQL@v6g}2P`R*TCPC1BO0syZzL+!LbZgN7qNu~0m5 zzYi^MzYo%L|9Ip=X@J?*>;6SP8)KV_dq(ljE}xq76Vc}_&ec^tR!=hvQ;VUFDZihr z%#F3WjG2x_o&~jv!lhR?ov_-gRQ??llAk&@?y^dq=_hf!@=txOtq3uIu zFr+}g3*F*ZZJ?p?QHVIsW={!x(kEtR<-Em7k1sJhnnC>?E3!MagLge!0eqocoXC`G zRivRJ&nAHkl+@~OU=Dg+s_})vtu7VB3{t<3^atc2@`1>?sgG$kYMQ*^eAfo!plp5Rw7YlbQ@VDGvkU`EUHYhF+aV;%_tthrHgCNj zXOTV;G@#e;hLYaJAz;T;ARQSvAy;p#^A?!fSS7ca9YQb|MkK@;sd+M$c?m1x^6-yX zz|UJuJk!~?ic?e^ZL*0<#gccCcp2y z+cUh(?|gZ>nop9PI{K#3g@`Gde4@v@IUZj#MR^9(kNllhu0KrF_(5pwjEUe6MSt6D zAI(GQG97oiHjJBNIfrY{G%hvRH`VyEF{(9p9vkxSKgilQN{#Afe|J>mdfIsz~h5 zS}jiGgDPRq${fOHHisXE)3#)@C70L5(!tlAU-C7N$5<#|PSZvG$@J@*dDI`Np!?gj zb45mDyGqz5Q@Ki!pEPO;M+hS~kAZ#X%C$~WDXnY^(CWg*Jv`uL1i!eqOs1ch!;%i>lY82Wi z1xii(ykh|bw7F?}IQ%5+gj0C#XfeTa0h*bR04>HOgBAwD1}g$T{eJ;U54G?Me>%5` z7(~DXe;5ZB-uM}l$A?T296h;Evm12|tRJG*Nj95XNM2IHfl!djyRS*nE}bc%`^)=7 zZDS$Kuop(u9UctQe6G*pJ7Osy^Dzi(?BO$BW&PIjD;=-XU)m7B;j5Se$#Bo`$cev! z?DN{2P5nrXB8WOp|MQXn$l$&%*kjS$8adble=q|j&H+@{J)$b|X)!$cJz_#*fqvSf zWJ0h9?LMK)$pE|^Q9mhXa(a7+uBi%|AWKTL1l{sj^FarX>%wBiJcEQKJu0m^3?~!*ki0`O2}a}JWTgae_q?{EF;<+mkY{Q7g^IKab>GP{ zLHnQcPA;+0yM~Z7AeCaS7f4c;z-g$ye~*H4Cn`mRkT<-IhYm^gR)K_yW20dCO(}-u zKXT*s0Sb{pR)|_tmUf(T@WQ29{re&eI1HkAIZiIzmX5iX~wvh2`oLt2iG& z;cswE@FbJ4%YW+pn^Pe_YncX0hFnBY`YXPiGPBdjkk`9rGs{RF2cghO*6fiBe+`); zJ_nKbiBO3o$i;4)d*`QF=dU;1iBV~KJ&KECuetlLbg5n^+v?xC)I<=Ksglh-B1O|} zv+dfon==b5j=box~Yub}YZ*C&SI-@VT`yjH|s@}a*q zq>WY?T$;LkO*j9o;_PJyor;ZMf8W5eR%dv$kYbyDG#Rh^Xq_=?Oic5dN z!Q1#cQux}V7Izq-4KFS2^KAbY&XH%5SU(=^5NQk*;@58t{ntfnBZ%y@e+d0ScH7&N zBh%sA=%r?KLUIDtJgxi#>TT39AM(3&3zGgz5dYAuY=J~NFe#iFH0A)mTR9ga#+Kvr zfO=;azcFF$Fa7QXxI_db9BK7CixX}NM6eb-*_{fa!nF8$yTR%xZW|RzxqKe?0PfZw zwJi+1g`*OI6aV^yiSK8Uf6p6t(U@-Oh0RO%wYMR}eg7Ehh4*;K*sPAz)BZh+$dn@diA+4zMU>8OWRL>y8!P;q9gWe-C`kQU{6fr6Y|H zpRiw260Vf*k$s)9EiBjh`qgQpuwh-YA<8khPDjp9vw1{m(3hiaI@Nd#`g`ModWnr% zaLOEz*ol*B0G6@(_oT%jqx(Z^;{p=Fj}%+%pb~dV$>_k;U=hkgnH#ZMBc;bOWdD=) zt@L$y#Li_Wz&^%8f8@^Q2Auu19f4k}Nl?U1w<~af5=xJ5^A(B{x4Z@%32in@0>I;4 z>>&Lx>n7P7MOpD?%>_!7QHD4X7_18D=yFNQM5Mzb*YAyNdaR3&Us>Uadet0f;K4~w zGW9Uo3a(}i7bwa{yns94y-3TqvV?d9&s{ci|5JcgrC>ynf7w9Cb6FkmzdU05nrgk{ zzm{$ktZ%%JH;^&)xmHGKPQRaL>r6^f@2?u%BpXnb+hlvsq1-~7PQgIL39msm)-Q*3 zLA<5wbkfQY1ptIGig*Aci%#5To8tpVNN%A%HH<6o3z)UF@BPnGSl`9-z!wDyn{(pM zL@`6b&`d2qe@%CS66*uU7k0L~n{va~#hVdt>V!^7H?mVH(|1P< zFZ?UCSAX=-&$ao)PAso3s5DODXT)O17vTBrm4+s*+rLgr`KPWHvYtDE3H_K3jF6yu z_R3N0e@ndV`21eQI4=-E7J^f~qD~IGSKCGd{iV5;;*2P|K>qB;e_Vsm9e^vPbyef| zYtM`T8<>hn*I(R{A2`X~siOk%Z55|firuD|ENJYXt>qI;E4*5jXvYfLLep-nYjlQM zMbpS2q;W?VW6_Uj*%y%{ljsPr_H@28haAOsf4&LjFg+7Sy98g`LasS#%2n^nYpG1j zP=C_6v2DV0-(Jb?v~txmtv4~UxG}}0XEG9(hJ)vXA=4W^Yv-2{3Uw>O6HGF+_7x}u z3ICC`rA*yr@$2nFy&A1n+^Z{NUxkA&GGQa_Ztm1*uf=h)@~F&=iZreke2~J}tna35 zf6;#FJToS?=vBUw{t&{kxXA4VUC|LWJbe{{J3i60PqBcGS`Lzd+Hz97pbTCL5pRbz zNv;*FD8_mm&rrdoXMHsGz1%abujBtt`XI&i>N7%)&y zfg)M>qag~6m5yJt3yurcNT&Z z_cl&BnlabV5wYD@a)=RQwP!X!e_a)B{Kne5Vc>!6Z5calVEccXS$k0`9;OIrh;LX% zE?R3o+?-lZq^BMgknzWnOeIr`mymWJ&^wvfaVh)L1RI-dnipyTA|wIcQ+jsVSz%svi-46k6{S;AAdX^s^}H`+E|5)d3@l z6T6!R8y)vF(nlureeQ6re@a!9-GA4y5Z5s+?+UG_LvOLP@lN`_^=%eZC&ohf`>e&F zHs+Xigi$kc4n=b&h%&SXOyWogExs~32p;=(r{=ppo~yaQsRVv!H$wa zG!;uE7^11*K|oo9>IK+>Br1riSIpb74PIl>YF z94FEt5DUl>2>=H4LgPFDq6dI~0#5>VwnjF#fQgNjowcnT0&;9iBaw*YzquT>McJ7s z0*3m>QAPl0uLzjf*`gS~D3Ad0_f!OqqaZmW4y4F1w=_cOqa3Y`l#z@(0Lp+LNTy&J zVgKNE0AdFGq6V3Ikcs%M0D!C)l}b8@MAGSWgeQ$cMG(oJ2oi3KAIb}VO9ALavJU_~ z$si8gN(_zQ4yBXo1^#rvC=YN9>jn}iAj8O*_*007QVAJBIQ3s*P$H-dpSYju00jhp z3*&{RY}p>Owmt^n(O3c%B%ldykRlaLrBMLaEe!gC?lM0Kg1}K4naqe``HzVFZ|g;6ssVGFa=KW=7h zWQ&3ygL;nuwKYhbv2LTOjH9#5qGWyhr;C_^d$3v_soQ(7tVxc@y ziR1v}|LSlb0+CJ#`k!JCEWzD_Q3rP#328^b`qDr%!@rFni1QbJ<_S^(B>?mVKz}zc zBqR7%?=WCx1`H)7IEX|f0Ul@^1q{Y|fY5_8h=TS50V2FF zhen5U%exuDg9vE7V84Hdf*Z4yQb*-BZ0i;j>HKi>P2<7Gv z`cOd_6iz4-}abA|uaPg~kX1UI5Pmf#7fsA~XdG8r9zz^Mc^iHf>95Tp!szdPu^ z)kOdjK_F5g6M#gc1_K^MGAEugIU6MaAjtUL7n`;Q7# zYBJW}NeLP`WeA5p|NJ}sTL9RvZSfy#0|TOe5L`un8-QzTKy9F`tO30-u=Xpade1fh}bS8{nl)Igx&dc z%eUu$ifg6hCe5>R9dD_1r9Vo1Bmvm9em<)Gq;C0=%Ii(O*%T?~;zxryEcBailq&_u zIDY@PyrMN?Z#!z3sGG|I@p0$|{eJmw*W3u9R&!R;(>h+K6>*E=6rYdrT?--&vFc+* zx9_$;<>1o0mtbSlC|cTm4%JC#x&r&*ZN2kRhs8R>wWlw6C#9cMK1&lj*|9;ikLd0;o0HKyT(Po z1*Gy9C7KkzQtDY+no;egw>wh&r2L0J#?hp@VB2fngdcj|r9jq;U(G5N)o|&_2dzba zSLZXgKXxuHZ>ZH6ubbw#X^E#y2*@e@gjkk_9=n(?85?;$QV#0ZS;NX^Z`UJ}}) zD|zr(+Oyf7d0SoTbf?4BrCB3l*I*A@O3(7G^$28txxNK%SE_H!XGK;@cK;sjE*WVc zM8E4B$r5l8!k4J1v5eBl@(#wzyaLla{sTa~~o(rdMUa4=gW za(_-1U*ib(6;e634$AO|IlF4x}LL3A7O3W}H^L}tEOT}(~*VAHqxoum#~sX!K_{JaYIXzxyi_HZT-B3VTz{^;sb2(wBY8s zXDO-h4>|kwlkb9|0gXB+oo8Z`3S*?)CQ0QBe%0rw6b_AMU9#-XO5@)9vYtj9aH(Qp9G+xrW zV7w>HzPQ?~2=wmZfK%q|*YytT^>j{JRxT@BvI%m9u$_*2c(6iiPaUZLv2u>f@4!rK zUVn?Bw+-4tBR8To{HaxcjWfsH@KNtGQlBB*R)x-AUv|c7{ds+2h%0vUFDs|;fyU>|;p(?{9)LxE%ls68IrBb!+-My!KNU-*Du)QW5<3H#=fSc1%|g<+cZ{X6we`5q`9 ztx>jOl6%3td6jQ^@{0ysMy^i*>CIPlK4~^=nAYZFp{AVONJ_!zagMgK8^ZNx5~d%A z`u&x0)l@swwA7J*#N84x)5BBip__R)nk!)-^l3{}p?{lWac+QkX525o_8OvgJgAG}4O4!X(Tx zwqHWog%^@+FUwEn#W|pRXttELxhAG(J=o<-vjwtGPBaXE50>ObD#m4Cc020!C7zJD)3LnOXo+1F{TE9;4&9)8&(#vu0RrHwr2 z@%^lS@6kK$HlZ?+%2wEt?2qeQwddM^zR=xfn#(zVvT3&^HRj{nPHA8Lq_z0C|0HHM z%4#!5lh-a9x6vAYlzC++ZfOJYzU)z;edk}-@{LU=MQTTO! z=b2p^nH|ki+zS@y=c5Vk+-hv5!Z$7%%4Gh~<-yN>Uwm!NU)^ZKhpfH+Vsc`xTdv3z zXQ8!!C~ZL!CJtv;D-Fo*wceAskL}?^xXI$N!7e}kgolg9>Y*7?S&Hj3Pj@a#U!To+ zO6(`r_GVtF5;|Zog7o>-rgaF;Hxrt32t&ezJ*p=oN`$R9~f?Y<9bra(8b(V z-TP%3Le-*UL7%**6v?9Uqf0Yu!h7J3kHO(Mlb5GWL`WA(Ma?QI{z!3pp;8#GY$#*c_mscS+R7w&yizoG06g$lnw`&U{gxWK zF>~!si!<#52UZRlQ5(N^z`u0QJ6NxOe!KJ4DjebYo|2F*Vy+U*Qyw-sUnhoZR-h;e zOqj3*6|1KAQ3ZuipFg(kQFFG)hwD|;L}z^R{&+uXQ@N@!GcPCupwLmyyM{e5cV3Mz zSd|X$-cfhESU0R9A=m>sF%*Asp>W|)yUnY8ox*BO!2s-5mcVJnWR`c9Y`Z6av8UB# z>`N@Xs3keCf9%>(CaXLB1$~~dp#!!W(xs3a_`brvDWS_99GUcn@dXows}+)ia`QUk z<3|;$f3#n&IqFJ8T5~*zf7_mYzO*n@HCjYEg1(f_zL~^LdxY(u2f&r4FThQUna7KP zAG+4#f3SuDBZC88OSEXa)3D8d@!s*)w6jBjFO_DjzqXY|*T-hylAV^tp{Ufg?4hrQo^eeGJbXKTt>dQL|1@Fc#bM_v-()A<3 zzASlnc*lfy2-Cs1Yrz&@UI&)siXLv)^_NgM;Q2^d@4dIL&~j-{!p2?haS~rs(&$-> z07W7zY+ILL|2||dufSk`RO;(wm22VNExEZ*gXCRbOLsq0SstvzR=&*?t~xSR^usA; zp=^eSB}A#j}U`G5M0GhV_8yi~v%V z8lPlOEPVEZ;FMYRodG_euu0FsP1$(XDcDkdu;{F@mfviY^WIq`*z~wEv8~<_M?18x zJ!;n9`Rw8$9wjk*+TxV6$fOz0C_ zAuV&KP-2sVm!*!p^Sf0qCvlbi-dP8|LS3GiuIhHwNW`u01+GmrXXLQA#)HH4S0!>? zMEn+fe{>;lcGqas>zpq-T${-D-G7uN`JuGiBmT|#=2UKfzk9v*1!+1)H}0JY6%jQS zaMj9sd$G@2yNn>Zvl_u0`pWKBESOSxBE6{RLm&U+Y2H<7@r$M#%Pzh;Sz>9bf#aXtOQ zC)dpD`MULgrb8C7s1pK)A*q^@!%NzqhluHH^)fzlT=)O_RyN!>6P!9w$xm?aQ)l(l zrr2ckHF8VTann+-8f3Wn&+iC55Hul_N+){W(dk8xY*y8fInL?1y5S9EDNN#iMh@2tVQ zcpz5hMp51XqDXpiy~L+q!t3i)2RB)P&2LhF*rUMC>${ht>b3_~8?D-Rd1>wgBcrIu zgQoo*qm$(ydnwUz!X2)w+!u?<6UskcKWj#vvw7F4R|Lj!+d4_#cQ2~+ zx!Tz3tM?Iku523**JH;QJd^1oI*46y#yMZQ1YIJ+dWff{-q1J6enYSkcUxVFZgSgy zG2OSH>tZ_e8Fv-c?jLAJMv<#G2}DJNtU zt@ipPx1B8@Y1jCJ8v)zY(S1zc4yx#A8sD`f_er@OA+zL|F~@N@cWzt2=)0U7CT49` zFxPUiwnQe&v+}qf;^UR}ED_4kH*6SxGAtiok=)h1Gw8!W;TkL%yjbhlb>)@(QNd1+ z*Wu-^6Itg(@>JLK@s1ZCFtcyQ1ipHMMrqn&B2Q6u9G)ez>1eTZfv?p@=eqq|V!{#V zn)il9Pwt@C98X2FKMH%3(zBx~ohP~7wUW(_xu1)vzglwQ!pHd@ANfU?R3DVjo_tj|K?$cQ-z;3h@*K>AG>L_cTn|jr7@QRWNu@u!Q$6HY+ zXMKx2gt3sZmoQ5{wp!T1GWKxFOaA7k33GP#ZTlkXq{l#8D^vB#Asz?Q3aX*v?mBDd z$q0S(IVG#6n2L}LFPHhQM*oa|kr(j`GhbGkSgck?6YuP0X3E{20{>!mdb)h)w-_x= z-CfC5QFQiUIfv2MJ+0hKJ2X9q(SUTWc4J?jf0|5qU)tU8y~iydzD2r_F`XL+W;trP zoSxrNqhC6NcM&q9Jg=?Q+n-r(;xw0{vM6*?@NoT|KwJ|W{-yY;OyGMZ3j-_76S+s@ z3(wAqv?blFOmoOjjt~2*^kXhl*b}b*1KyCTIhVoNL=*uymvFB^6}QrEL@y4PBx6Mr z6)_+&I5RN{FHB`_XLM*XATls9G&q+LJwp`)F*7wbm+>hICx5iJWmsF?x;2cu6eyG; zCAbxLE$;5_!3pl}?oixaio3hJJH_3hIDGWkNA}t8@9)Z$tc=^&m}AbYkP^x%((oHu z8vsSDK@KzwwDg<+DQRhIkTnB6jRMfb(NfX#Q6En=L>KkkB`@uy(e$Fazj=i~tg}(zE~>Yv&K6 z8GynX1TX-a>RTEEtc?LmKsA7}qOgJ@KvY3iSx%9X_J5H3;?Qp2Z$;wD*gRb0)jr~H~9{bQTp)z?eh`%H(gp-iC;-wPMCr2?>zt*08T(V zd$Yf7|6?|?kI4Z4JK9I8v7NQmKMepBrVb7^oOE=~&d#(Zj`j|;)^;YeHkSX)r(|ko z4{)}&vwr}5T0k={SAoBa0+2E@1cK~=f0IP4|K+s$pz!|w1u zgMAR;@VBPrzrq3bK;ZvrW2$fePp*`loD{%H-wfmc1nGkeKLQ=}9UScedjHry-asSr ze+>u(2s+x?{p}(B-!8lVY4hKs3s`^LnUclf3BE5$kE>I-?;g|w{2(*vNyAL zu>V&@Ai&tn68Lv|`@d^u2KvV)%`YP^BCM!HBlRIX5RJ6;2Rk5I2N#EbqW{+87n1sr zA{#q^k&zKV{~=OgkddIZmDR`8_6UFJ6EgeY$-&yrmG1x1wFSu98RY)|+KtUXM#g`c zH-B=pp;HE#**XHnh5jr0!-Vj^HWQ!&fF1y}1pr+PP3iu&`$sK*%?y9dA2fKn+gRHG zjP)(;fu3f@z>f=pyS=^>5a3|v2=sLScgO!l2n=ihBQryX521f-7KDGQi-U}<0UZA_ ze@yb zSv!2B0Bjr`JORemb_jnLlYY=;;A;M*jvG0Cd2A zgG>NAlYfIO06MdOgRB5L^M8Zv0Dn5me}f;5to|1=d^7_68~kWw{XdZTqmm8K&dmDX zMq&6U=kyQ!zZ}Z_JwpE39rXW8>VKWB|6oN2J8KJ|s+rNp@5;Z0Nb5V;nYn1ve@L6* z!~XI5?{C`wrvd5z?#h4577(y@ai?KsVF1uDF|Y#Im>B+&#p?NgQVsug%76W{t3DS0 zzwzHA1^@)Q01XkA7px7r0?d;df=axE^QKCnNjYdw%dvRXBx0eKQ>WT+v4yg?iGV-y zeVcsJ$nveF#5lFR5`961YNP>}mTw!)3BM+9jpX@u^u46La8ZQ$N3&FDmHpDBmwZY) zh$xRFvU1gnm}k;jVq3lelz&H$1v%O}A0rtj-qEgq5^0sTtmQyE7tAp-Ah^OFX3Qm&HPahH2?(^c8qoxEoe{E;pulG90|SPAbXaz= zN@g!VYB(lTeSzJon(}a&<$6ebI&aC;%GLqzAy+|Q@Y#mQEAwFf@4E?%(&0I2JoShY z?dq0WRX=1h1%EvbMp`(|(msLT0x`RslY>99XF^NuNrl)RCsHrt=1ZJ*C}hF5sKM4( zM?6z!*|Q)^xTiRy7L;A9Enr=J5L)0afUgo?#>sS4dT4IwOq_&Fx zHI`G+>|%s`W3zdIRRqUNE~IwTa8X{Q)Z*TiPv#$3W`EU4qY~u{3fQ`VK<+K7fdPeT zG?L@seag0(6@Ca)YQTeExlOQvSZf~d=cp6A)>b#Xg!7DZ>IE8O%Pm@=rsY``Cf_w6 z5p>vk{7@3qlwEh5%;C~uDqNZlB_y9yo2gX{|Ked-N|YPT2r+%LIvAOYaO3fb@X)v# zqfY9zkbhlXp)4xVyfbc+Y%tIo-`1`X0Huf$ZC6A&ZSbNNlM4x zP{oB5Y5}d)?P|k!?sCKlU4f}c(?Mu`x9K>8fE?#Ni$>;N%Oi-*Dn3yFmIIzt_6%T=TV#Q7}*-2)k;pLl^(w>Cpu=Xd?<@0hIKYAbq8&mq0b z?UZivy4xW_OxEGubuc&U_0oYS`>tT(5p>DSuCWxG)R1Bd1NNuAf!bc%C`CDF`G11q zGQSUPl7FYp=tb-TEWQw$sFXX7B3MMvajS`=sKH*D!X?D-G!Euc=4&X~6i8*0 zx^^WVD8fu1eL#xd;6P%`fk)rPb${-m?V7H-!AP#=`jO}UB7$&bsZr(6nPP34*i+*I zwN#*3o2vFxQYv4nQuq(&Z5k6o?RpT;Z>Tin4ZG$m#GAPD#*?r!YQ@6q9W=LU^Mi$W zkw<=$0mOj^l4(%KQQJ&fuAu^l2T#8S>UbhK@QX{hYAPUz`;sMIe-7Jo~pG- zop7zxoIy6F5nntqljdN`iyEI|?K3z!%R0x|QSaM}a(r}~V@?7WRBjg1w+B@LG@HkB6`%TxfunGsF2Ku1S-+ zEgi`R45H4V?BguNZVVOw^vQLhz%!?DB;fq==|tqRuE{s9)x6p<+*+unZ_g~J(mlo7 z&Q!a!bK5Q|A}|_T)6vWz^$w-&9+Q?0Qy#Tb@5)53H_jRwA7$@sA%BE#07IrJC7|#M z&V-MS^P;_KBZp(2<4QzZu77&dcF@dTMF>@6`KsCJ6P!rqB&#;#z{th7CqhjZ(Xe-e z-W_JT9`jPQIg8VGc-o6=O>LW7IqW!;`B*vxtyDZ*4rgD+^5F5miYU{1JHXJHiLDZ@bsTo|@|k#hO3<;At6iDTcVH zpW~Pawrs@17meITPyfkZ#cb~)8)>O>B)c3*n%eA=;I}F!;%{%hhB7rxyo$Ge;*416 zspQiYb)FUK`*kbKeklx(rnfm)Vbkc-YUQ@_jS|OXC4Xb68-14hQ)y^zD$n;ztHUs7 zrvtvv@YCzj0K?IzfEVAoja%zU;ld#-yDXRo36Rdt@ zx;q)sEVvVYYLlVS)@6o=68CNx5pJDjTbST8M&1wYUOf_@4|^bcfd?bh>6J!Yu~=6m zdow;A8zVYR^fR$H7x}(pmdD{_8b2vzb)W<3<9}bSRault3_GE zHf@-uZ|+;OnfRO@cl7Dl}PT1E|>N3L|m-)@LOJGG(&auf?^Ug%e*?LBP@aI zWR}{MR$SrpeIu+`3e$2%pSakUX!$sVt~4PRdKk_9;FgMI(Q#eRB|jsX>kai3AwEgx zaew=(4AI?+yNaA^fK-dg%!$&wN2e6%vRs5sor#Nl6G0p^33fQuk%pO+?faG8oP|XK zKdr|@O}|j+{z7reo-VAy^W2qI9yoG*;2W#ZdFFCD! z6TVc26c{RWUvF1;FGbGZLWUGAuWU_LM}I+R$6g6kUo@ni!^ic@4Hw(7F}-#zi7VN&7`vo(G1i#US$r$YklEkSf=!Z4 zle8#3Kv^R;|7Q-udtH!(ZmJv4Y_H$+03WY?5WbVny61rm{MCR8dOQ-0!T>{+xqroD z-k!8RPpbDZ06cOS$SUq)iFVPOquV=Lz5f~8AZ|{2%-rlz3bQK%>su1#`cx8OgxKzD zG@3svY956$ygWRKsr`icB?QGfs{P9nx;c$s>)FyWb{-gXFTocVEG7$w%J3A1j;>xa ztyVNH56e%YEFnKPN7R%U@Z#D#8GlWj3GH~qPHaRO{CvaWTmof^U$^>tIVU>hamW`; zD*PpW#;GKO8H4-KsTNp8{yKO_+VmZ3sBlNO6mEJBf+y|J*+gca+Ol8K=YZ>hzRR0Y z8}vv%`!X%ME2zvWv-#x14pu)K=wN10iUy3HAXq`{hA#`X+RBIyG_ue-gMT5`vl6+j zJ3PNKYYZ&o8hqJFvIq!uMy}otdUy_>pzgHpXKl4WKy_7zw0*jg@pKgUakG8#a|r=w z+-BJRB01r_byhed_o~m8X(lkRVLsOItU@>{_Tbp)TV8YqaXQHW1Yok67sF(_iHyOn zo9Uf?&fA^-oh+veQk^c|u78qz{rKXc2?a-bt?2QVMN;$n=}Z#r#`^o-tx@cGkW$S0 z5_t%ltC0kE0yVN{BxO|jvNd!bNCfsoJzHeDVlaljLa#lKLo;hKUX7KJURe(KNBqrq zzqa~t>a+(Prq!oT1B0Ge;5nOxV4s75dm-%4`L7tt$2_ormxrV<5r4si)n^P=;peO<#lr2JF}R6EgZJQLUe+Zzd?Pvk(TEhvz}1wG2cWfxu${-qBG)!q ztZdWN7tsY`Cmh~Yb$_w>!45q9=0IBbKh!l;obnw*t;y@v&>cVUZ}1i*X0SqPp13x3 zSSR}fV-M)Aw&5~*@RNkVihGj$zefBX_?mJ6dP>g;0>gAw|0%7%9o0nS(Dp`~p>6r4 z*;nT}jCpDDvwI1oRrHHd(7Aai@0$Sb;rAe=#{ML4cteywMVE@BKF%UU5E2^92${>D zO`1bWmvSHV6@LIvK(N0I!{B5Jy6*6b1f-K_6KnANq^HUe5mod!Dp#$~i>stXNG$aS z_7X)rqh=!p#34!Q>S~#yg$zE4N#Q)6j)f3)bh>dAwc2PuKiYK$v zXXEYXKePmpG^dOW4c|Qf$VYb^7IR2bIswu-8KQ6+G;p#Q6z~i6LI+c#%K7;ASPsLZ zT+Vhz`?vA(^lIzJF<4g1ippeI4h}s(Sa3w2)?qEMRHJ*M@rAci4+n)#L3Gp?a%kLQ z3^JB{-Ixh7FfBg=%QrD!Tr zKR)7lb=V!}mK-w*6C=Q(Ay&ADBASY_A!-gE%M>|OscQ%K+`VmVE@CZysR&I=y%Tfy zKHl7JT#&EI`n5`vqB%wUsAHR(*Q0j7*kM(v7<-uCs-(m&9N`J^5D_MY6dP3_IX0-Y%cvAbliT6b7X)RzlCCNG>pu~~ zR;#|^zY%{1<1$d5nIvYp=c%`{9Fkoryy-52-bi;s&DOqJm-zDu4=F}|zxTqi=%ndH zuzQXir|@~9WY7~<)M*CLJ8j!_L-g>}`#^BHWIAdDxW>lae#hDmLgU zp|O=+y^E6IvK;+e@;59LW;`O(tA+;~TouB9PG@X|k42L2q&&NvpD;Nh{s4ZOAMg+j zGLV16#o~>YdK75b(2MbL>|R=4n!jjL95T(v8f%0MVb~#aQ{ph9Eq{fmuJa~*!aaHX zv=`}@dVAH~Xt0jH#eK~lub?m_6Kv`D8md(%+4ictRJ-gl=vo;f1|3eiWU<_S2Gc!? z9i8*KUS85g)1#t{Xwt~`Ng7?HeVC(ahl-PC-!UIFzsuIMen};6YLyV-=dq@`(4A>XoYoAx z`)cHBdM0%X_lvd+!reKMiZ53v?jg~Xrcu@}Vu3|#v~yvy#Bcgk;F@h-f?J~A6LWuI z&{y%OUy&CZmo*~WpYPF}eN_&z4K)+O)U|vB8>K)x34e268459gc7TV zHj6j?r35=A2am^qQ1Ep<7=u!Dk(+-%_*FYblEYidV}ezTU}(n_xrY?$gK(0QRlTGr zzKvl!GpgyT?pD6mzY?p6oV3m{v5$X5Yo+0p02_n&>sb2jmKUa$DZEQOp%S+vnzrAl zq`I0n9JLpA~-s_0;g8c9=zAST!3#qjd;IYG{VYz5h;0&%6*@MZhvc*ca2q^kO2D_)3z&K zS@+shXSW;!idy_t0?h@~k?((IeQ;XVYdPhKC)2C6uhd%U5dFFpHL)UidPLg=TQZ5S z6oc(n*X~aNw&>+PSRdE5AM%`Ukig#o%imNcNcajO$(Tx!v8re%|9KI_&QIBm5-YwOU~f*VpWDySu~ zWI$xEHY^D`3&0J16l6CSHu#2~{0rhP*TRMKDe)(50{aWsC*rK34i|(%OU^B@%K=Gf ze1GKg-7E|8b&gWK2Z4WBQ*c#17xvq}ttv1cf`G#c0PU$t9Hm44%=0yh@JYdv$c33I zx0a(D!Izg7S1_BJzR3<8s|HaD|1JS&uPT3DMT6s%pq$%_Mdqjd6Cr(%jnmBaMjgatXVCny;bfD{JFuJjR~VBnW`|5Y7o0Xp!Kz~ z#N+mVL7;7s?s+@mQgeEIa<3n&hVo@*%Wg_wV8awoI@0cDl`MmQhvj2H3CfGm10%{P zHUi2FZtB|D5Ep+uDZ-3LeBYjkiGJtkSh9pc9L@*+$DPIXXF&!I3@QT>#O6N#)Pvwx zQZY}EQ=>w>tqmx^3gXTi8wNDbB0ibv!F$Wp<7yB;IxK&{^V8}~mKmQ&mAFJNc8Ixh z4&gmFZn}l!HM2oi6jkTQanugRS07D||GHT35>HNDs>iE!u5& zWxQ_`7|MUez{p*3M?H9SLyVB+g#867h;_*hkbFWf6Z>Ho(=BEe%J}-I%n};CM7wE2 zZBtV#xT4c)vYhZO{?kna0cdPfRxq^hJRM1_h%%7e`~b|gCA(}aah(}8$QiXL_}WA~ zBRjK^_$UA5SwueQ)EI66`3XO3l`H0=Lg@Hi+|hqa9w58{OVBpm9Y&6CQX;A5S-aRG zZy0X0j#77Ms&I-p@B1g2GI6PhrVAzzVL0m=;xi_Til7qU>m15n9Qxvu?nd2`M*(dj z)dW+4$jdjElQv70;$1OJ_QX6y3BO8pk>~DJu;e|doqM(Ip@0Q{M6j)A0tfCK)$eWM zcdswS9qdY}dq3=&G^`=(!+vjGC{dIz{VIQ|g;0Pjt&iUq&u=@+qiX^`v<*g_IAXE6 z$Vz--JrQ^X^6JYe$zjM#QR6U*A9AO0Ri*3hM7Rx63l{!@>RXC4I}CZw*;bPN-HJ&C z4}RYQ;V7&GsMciYI*EvdHR(+}ZL(QgiruqPHeJrorYcHPckJdXZNb%(A_G}c284eX z`XoGgAw%*qMSV`ht{3O=Vu5_BM(FGuwaJ22A~3so%+uMh(u)b&?q|fB+Am%FS`4@* zquQiu+1dqFqXhAg#7>4+AZc)+lN%tEcI5E}#hu|+%og`YGDGHLT?<~-N8HII+^i0> zV9^8N^HMlR5AT&BdKZ+JuP7s&mj-`?p3d8nRMwfmZ~IPk-9)A@RAe(GVBO^#wD@eC zC^0epK*`#N={m^vj?FsVQcm_|jb<&#WpQ5k0tos!k?PKw<&HLdffM>D`jfgI;g}+g z1vU_)Dh%bvEHQc5z|9R4ZP*|D3byhRlQ|jG8MHL!jZ(PDx{$_cN|tCaKC6GjTk8i{ zeYuF;sMtoo=ITQ))V~;wY~VYvNl)F$r@7_q&F?n-oYyq*_ui^nK08f9yFI*-nbnL+ zX(%KO!l$W2`>9W+ndZWWp8ldqJ>$WoWu)sg6)XX}RvLF~*puCf$;4Dr`)#miICIUt z{R!!J;Naw3x6+{}XA_fw8T)^o83zSVo;x-xXBD_F?>@N#EjCRVh1vLbYE%wzP@@YB zDywRyBMvf~s_L@FjuD4!j}8bKVjuu&=_p=kgf<e z7p`@z!t^b2!(ulDCC?r^v+fwFs&Q~V42yI6>;^48HNhfs2pvu0qqA3m??2O?oBG_~ zZ6&1e*rwH|aNmW|#{1BV14(_+oU>T-JX9~1c8`{7a-P+&Xr4c76vt3U8ohU@i-URB zOewpC%o>2pY|aWPFlB#p4P;_Sq>Q0XBQPOS_Ur-qCCc z%jVfF^x@p(C8*e3dapk=`3_waZDi~5GYPDjFZ+8dR(}o#oqd1dmJIw@U0#Xq;vVFe z`1}KiuMH~keDyzV+vB^H;s+$8wbuz%eOhdH<3Dk!aJ`Flpp8v4KK)oWbleu^5Onci zGKHZb(9j_kX@kF~L~%4I{j_O5*OvBx$`DeZPF`~a7TH~YLNx!tV@|2j{2TXHId-$R z&Ee;@kS_%Sgus6x@ivtVqjB00`U;>7I76 zD}>yoFtGp|9JSuYH9XCqcUauXW0-^GJOpt{kte%rHDkQBNG(zibWFce^4ml8uXUBt zsIWjFlhu=~jK3jAPSW9iowX~IGFl&!jE76ar{#g%dW;Frj%)ok)A_EcQ4gzy@Vu&-Zgpy=m z1x~AQ_F12Uh4@6)c#B*t9^DIERWQMhel>MyGX*76virUhd&RQsv}i4}lJ?Im0^%_r zchrB@Bu|X75TbJ*mhNOPF4B|`QX1e)mu4p#dpb`xP_1!ko5K=4c`BH8NlzZE=7SBRyYb2cvNmTHO3jj`V$vo2-V)tH)_%w>rhgRHTd%4AJWByb4>Mzgw&Ne4l(}=OlOtGozbg zQ>B$$idzwunAV0C`CNsTgHQbn&A>QR;yI@)W!7`(JXe#WWr*1AWs7B2;>I=aCuWoa z?F^*g`>1`~?y=@6Rj~reeNUBF83A8wO)c%$hojY)dK!fc^)0 z8jaBT+GiuGTECJ}#NOwt$_4ESq!^5qr6UNeDj{D4<7j*{inHytep2}Sw1rGB6V{w| z8@rNVO3fbv{H!!fqFHmU%R9ZpTB2}~+-(tI2~+`_U-C&qm?`A0VRi=?DxiPtDuMxM(GgpBg=XWl24UA*Lxh>C=|4(Z<29Jo{;OxY5ICT42(b(>8t? z*2@g$YM>~FPN5o#Bfbpwih>? z9D`vf!J)9S#R;-}6R|;h(7Px)c-9rEQjWq(_)Nkc(fCRaoMS0(q#M(*Or`2{#I-1? zH~-qLBu?5G>m>+jB#)2ilk_SKCpW1&EKk_@US_)_O0G5=?unK@T)%&6B9mvBu=!n_ zJxVZ9A)^s4Y1TynnP(yuTbeQIPKgQrG%vW|4?0jlf!OmdN7ER^XHnSL+3#pf4_iu# znmY2Kxmcpwj^|D6*p@D#0?>{jwX0)-!DYa`w;DFthtlz^OaUyBj?dd|iI2n2MB>`) zZIRF`Eh>UlETGmqNNRuMHV=?5F>bQ!Ib8OuM#$pEK1`}4o9u7)$K_4we)SkF-B+x4 z4N*E5K; zlTD|srdc*4qNY11<^4S0>H+@PcD<39-^540p5DV0G6&paHh#STNnWHF@-{^Bc;!<-g~*eL z&(CoGnRbd#j~UJIgSzaWIkFb=ikRX0fkC--iPsNOPR8SxxiS&Mk%+_Xsg%A-aMCU4 z<2)MPs}qI~iiv;fJunNxt>ss$+R}>N&9OdwTLAc= z>3n^*gH0tS)>zMbz9#}upH#kY4UVoLZtGC?!Fn4eU1p#87O`=&M<*E7RYH^;dAG!0W1Z{P|n_Nm!>(nO6>$JLQ-Z zS^WL*`MQ5+am~;iQJn}|L!chMyO zxQG#ghP|Zmx<`CUoCfiQZ)wvaL((s$h9gEe`)4dE21MHm+KW)^vFmqbsa5ByE1jgP zpVi1&qN{PiIdskym?*OA75*aQmffz$2gU-3>7aW$%aU{3MXX#QFn`}AuYD~`eON(& z5NCg&*1BKvqjVh;e-@Na7`g^|%VlSML{qwutgun{X`56*_Q@7s<#_%^{d7c1^jt#B zjO}IEoZogcd)j47Voh#lOsg26q2dO+`VKeSj^?CwrwX!f*rIK&{N>QGtwb3Guwqvz zjBPvo9jkEuyP3F!$LW*Y<6t-V?h5qn^( z*SBzrmS5;DDaj`Nmr01F&y1+SFWR3W6MZ@m>8U6(mO84Bp)CPif>_Lrk!?142qb^K zKWRR_C{1Z)=}C5VrgOb8Ma1iUvk{9J%&%;fw<>EQg(L?M5BgE>La6WWrfufS*;EpL zx9v>KDm3`N2|+%1*lld1~$tnCa(vX`8JOp%j?lzfu{9OPk; zxiG2qAS+p8;M)2l2YjLRSnSdy4J?1)_Ndy_tuA3A7I1>2{gT2(X(L#3ui{V&_rf9d z8xlsPUtYvWq7Dv!F~&H!ahv)_V!uM=)3OdWb41JU9}i@iW9i&&F10j;)5S)~g8tV| z)2p+DJsXmaE{VAmWjGob?Vk)I18gsR1f#2H3MiB2IG4)bsb8-hX6seWj4^+_vSLcP zJLP5oCAxxfRp08&G?=(cU@7DFb@X&U+l>Us{*oARru@tyru?qR-~pGaiGAj3oh zZ}f4equpm{2UO`BBMv^Gi@ksTuA?}Cex0#6-{cUSCgA?Fa`#+C$3;gKw+gI3QKkd+_H~RB?nY&!6)3UXS!75b|;a< zLmTd?0_oIsc$7s&yR~pd1(Ej9n>aeHl^2hoyYu-sjmkcv0hXphifMlpijDDx8@>At zH$7oq?+ol+MLe#*c*{HeR+vDa=hV};9R<8(TbVxjGPNeTC~Bfg!>a9a;ViIB)cD2Ehah-?68s-*{B=2lS2`5dnreFUa&kI+&Y~|% z`r!q@U}lKY`$_AxJOqzon+Qi=(Nn_Yi842GqJtFp&e1>NimG7_l@RRztdwQ^%c7xsBN%4^ye`7a>SF5Sne4%;L;bMtSW>$ z+C>e;1I0KRY%{}Unp7zB9?CwRO;yA8q$yE~Gv>UyA`L#eRQ=&D5tsXg)5Mw3UM9Uvu%rp?cMJdV#3bJFpJ&uM#AxC`IuiTT`+F z^@m7wokRCJqvD!h`47~KMqDwCs;LgmigXs94$Tq(-UwXHc_Z zgQ|E1;%lN9i65i*1wOstNWhkNm?2l9jk>?}4NsWu<&weSEMDl0sDnrAH?|H3# zmEs?E+LFAml1$ZsjZ`Ga3NgxZB^J5-^bj;KN;}7bW&DWLT{8|AuFh{S%_ky=>F@p! z)n?MU6t|;e#&;wZzcv0!o+!y7DEf@n9Kc_me28lOm7G26Td>tWa9S5idT~1E8JpZ# zMN|C>0uz6}`24zfN?=g3rni)FWGIqr1X*^o*h8Q^JGl#~scWu5!X#x#C^Kn`JG->( zD=2~(a`Zw;wiV8jCbO55_;59EkY0H|Sa<9}fXB7hzpM&81p)S<3hw3YPK%O}tzQ0@ zmj9m{$#22rv|+tqPI%4f8Hbg$pkq&VJ8LTJSZ063tCcMAvjU98{X3b5RQo!nMt+9+ zVU|UtqYXzsx09Xhdi#rtW9%8m>Nd~7~gVTg3xN!?~<fSL%89v0Oh1rS%z7KrA}mHQt&oR>x~F`rEyrrufx)LDk_u9`?_DUlpfm9e z2-56J-?Ub$-Kt~SR$iIbg(IciRCn!`63HnaZ8KcGOV&2@h57^&x8v^_gK-YgD zlWPwfduirpx6A-#;OIoR-OvC~P%B;R%H4?!L$c6~Z#3|owTs)$9A;TpLMkry>Mu@A z-qyhgwRpcEo9rrjWl*xY&gV&Ed-$35#LEtG9daf)kaa^r6l34x3W`JV< z3;c&2^L%RKv|YPGxyyo(szVg=hSE9#Bi5E`2)-EklHVz0`cS%%5hGh-_d`uG`6dg z8h7&O*)Gd7k@$j`(+C{AF_aEazRlVNtS{*JQ5>rJ{Gc>_w*xh?2CmmFgMHjlmS?eO zLs#{LqAC%sCdB4o*I}yw(7`tAD%7+ii4Y)mb|vIG1y{DW%N*+UopcyP7ZpBOAi0d# zE&`hyjw(K~sw+Czb3OLtVdHiDXt7!oW!Le?mMJR+1t7b^ zUDDGq^VW4vsW~mELwwJnX8Q{bGvXzW8>;*@@7-#7%uTw=bH*m}<P*460v>%w#rb}ZYCBTJqolG!4W@tK*3GJ_;ttjb zB_C?rEO@foAgSwOH4Jb!uBj}1kYse6juN{WHY$e0Lk&}Q%?47zPA%a#z&(dcOwh69 zuJViSdrt3}RBZEmvqD&_)}zZOzf~1qWcMP=C~uWm7mJ7T_i6LRd;)%pm8Rqgs`fvb zR<&9S_Yz%LO^a7bc&CN08pzGrEjPEoMA4p^&5>!sz7o=E8UKIoT7wjlBEEEo3ggH) z-n;^0TiN%MYYrPmhS~G*szaZc1Y^=o3^(@h{-&EwXS8Lm*H7w0+u0*(r5))HxpCjj zI&OT>1g?Mp0;X-^yTc`50vuT)x!zGp@Cx>#7HBt$Q9-%N-Hu|KK85|*Ji?^4262=} zy^Mq6YlYOj_gsInF}!<1E6u0~TqAC74Z*NYmd*)#gj+(Mf9!9_yC4bpRScRQ8$m>_ zAUm)&xmt`Fq=|GoPL)mO0)ZaYTApH zFVGIO?ao<>u3n-y^xnPMoD)IGqAYjv#rW-<7|Y}sp_qTY+cP;kMN9VfwauJvTIQT5 z+bv%PcCS%<0S`4C!Ln}vyCMcy)MvTGN0i*)MKBc4<=lJ${LCE-Sp?_O4rH)n7ZDOW z&O|;tLC~h&4boEOqry?k09f6o^4zGX5ZLD%wyElLs8vx~zfgat_ENkM)_ld-XM7a!3m?*zNtIfo{`gtZ|D#ZIAJs1`QT+--lKTo2f25#Q&Wqe-`leFzw5z7T=n zzy*tUbVGJTB-m%g86Oc{?Fg4e9ZWO*_xP-}6P3Ctgr`cxbB~+H_T0li_jBcvX^3l4 z%+Qq4M-twx;zeh2M~1752VLzj(uzx>e5(Z#{w$P6hbdFxB7F}>6VxCS?b3%I zWYUScClO`RG;3$vY~p?B^_<`hy2)6%&53^-ifAm_xp$2o+n5CuSt@!ggpa1<;2Vz5 zh<|k`2m`XMKp2)Z%NMrOcpmhDqh?z4bjY2*25dSnTpi&j)nQZN;C;vm%Y8g~_Ht zz7-iMs_2>3I{wiVq1A&}cQu}L#-Hw(7=?XO;+Uhqom=JPyskB!` zu?J;LB3{S~wJAroRH_17?^=L5CTL5OjKS=nRGy^SAM^9X%Hicg-aKVs3p!J@cmzpP zth6>8Kgu#A%O{!8lM+9ELI`IYw_#kkBJW`2MA;4A>6 zxTA02dCT@1*}K$x-5_k!*ab|&og1TvaQY;x6B5k$#9+d$E~s(#sZneL`nHoxrq~hea^6(`FD62rjsw9nT~V)ZKG! zrKqN*jV{zWjZ5LTkK=21E8u?;>Ldgg14Dt#S#vCL0TnkVWIbnWvG2@XDlFC0JTA;` z_SvZ#f{i_IH{7A(hs3-#^;=C@k*vT!2q(DMOfo`_BjdP~8kJ@}AWO_dcBWt?Q{t^9 ztgd-CzeX-jUoj{`DcSEFN4aAm`uXGDLv}KnPH{jZs+e1P93+MF|ztt&{?GOLrkj2u?8Qs?EaU#A<;6=*B@z!CdNT#?a2CaYi+ zEb#1!qK6_qm+gKdG%0_qgvpqZ2UJ~;Q(z9{_mE;2%qB9b)TND$mHj~bF*cGIGWcv~ z#9J0^6?Qzmv=wYc!V-XoCJ~ZF)jX5pVPRJ3N@mr6F#=^7NcI)UD=v$%($2IX9Y%8> zQ7`YLGzR0B3N<#Sf@NUBQ+W2bGZPXOGYfch(%}kO`}t%@S*w48wF(!f%uif44;%`2 zC`UD9r`wU4YOHAszrtMg6kt)MRDEo2!P=K-r9t0C(}oB2Rq@C}xLrHI2A<9)4_2&B zh{J+k`*4grUGw%VB{k}!F1OT0^ii@HxficX##JTtUe=gge3gg-;@rth>&?L20#J9J z;9rG?wWI@0RMlcy8cgBJ4`6hgsiX*z6&)_ z0L0c?e@hdt$?=7);MT<{$J;LQLM%PdRteu-&MC3J{-*Xc_qs zS+jhnN(Xxs=XfqLbb8%FK!y~iPz80azk8gEwi`Xu9Wx?KwLX>qf)?NJEDezEfKy*QryNO-*|qIZAs39iDJ<4aQa$K8+b>tB_Jo)O{B zq-Um-epjRON8DM1upV!9gD&9Q!topT3MWIi&ZQDmrI+udlu6Kx&Hb~bJ zh)5pb($)oZTIfbKCldDk0FiLNP~sHG{?vaciZ41@e$qhVe&VY*km}`2;IsE0y9-NB zamws4m2^nO8ORW#^WFObCtvc62vl*Cbjz5_tXs)8vafEj^A-pl7{d9qu$vP6#q?;w zv!822;mqAa+G<=p?DEj^S4d?a_p5?t%whB*o6@nM!tJg;ij>+LRI&|E;kBvrgN1)b zLe&GgV^(#bINHzF4LO%j^l;zu&o6q%>9#Gl5$-<=3E)g`Y%azTFpa$Xc#~Q%pd;O* zZIF!Aa~nv|#!X3HW&1WA!;?w|)QTQJsaB;DXm~E|dpKhjA+!qz!qNqb3fPjLRrXXL z8cWzD{^S^w>6Oes)@^@#vK&-GtP6i{#duF8DxioXhU-EaKbg>5iXRH@APh-^?ZK9E zl|^39C-H^FySlqA<8f1VGq+DFwp~Yi!gtxbkGwsqdU~=Am5Zl@(!)q9*C!!DqCnwy zAK&J`>`}ozeOB!+xicC#gk>U~w1me$*LfR@%CVMf&r6D{oOV}`=e#g){~UiDfsG@? zBM=r21v4VRUE|wmTmY9##@uW4u6J5P)-6zSg(}W;ik5*!Zji zvAek^qB5UyYf8i$iZ~**LTeK?mJ)$mf3}ma(HQ#kBw-K)u4i_}A5BRXYh4Rp`TN*5@p=9GvKi_RarV@Wqeydz!ANH}&c8(kbpI{Rpw%e0f_VIQjyfi*F>^urA zbW2<@bq}i9GG7AcLx^1#SVYh%|(Aw(T!z{ zn~F{T=wH4V<)UEwS@J8ufuwFNV`fH<$(tAw|V$j^p-etYfFld9?X{0}U~mobKe zmAu({l!O^rbWTm^moo2V6slC2+729v2EGc1re%`dsHkK2G6Jv18Q!i_sEFTJ2Sh;D zQpeDJv~VVBcP@bts!D$szlG|&R3;B=NnSg2QY1MhU(F$X_{KJJ{4I~BK>PXrBa+%e z-&MGxbLYXIUznJ<>dtm@*fcV!?pu<*GXB2+Bof>0N;tBpVeELR-ri)NPf{Ep_O`En z6(4%TI)RjbsYoarLsPJJHHU!FRB{F~pD-%+g+5vH9mEyPzSn=RM?{QoG{&gyMlhv{ zEOXAmWp8*`4tx$~j{x7Dc+n+9p7#WCG5&b$+oV#hBL9QEhM(J#!R38y*zSEH$A#1s zpiVBsWMcTc1PgLJQ#Gul;lQQfaULBQKu`Gofw(9FjwUsxi7)v#u2QD>yoRbcUAw9^ z5D_BxWb0b|rIU_JG##Xd&&a<%1YkH_1uQQR!Q&If^!o&b(ci{to_nZHkQ z;r9FJc#rv41=_Ixp*Kjb+S0f8aLEJw?}13GybjaKQ6hg;zb?wfi1T~jpX#^xTV>jA zAVO%oN|5f+ZZZiI-Vbk3IP71);G$l}a9NQU?Nz+ruWcJJ$w{6ao7&SZ5ZZrlX@e4r zI9H$N=eeSt@@ss{+*W`oE?NR%)Je*C#UIKwhhvP8XgLYi)?J?%^_Qty$5bJjU~1d^ z

)I3GjcmSHc6k*eijJixvigl)kH_%hdBOrh+cJx4Tn7JJMu;q)Ov}2?UZ)P^3b<%_uLk2 zg+PWPR*o;pXLc>YTL%H*Wj*t1DagYmO+YOHK=uFardZ^0?5*0a(WP2QNV8gJ-48m% zUt`oAROS`OM@LhmhvffjnFsQS2;7n{x$Aqe_mt3Q@o&)PQO7JS$jVkQEAa?*=|aL2 z%Oih#7I$Sbo^t9X-iWx|6w87IJ1!OzvU6f?P!rV#N7cdgG^m+&X z2xR%wLwW~ z2!EA9x0Jeq)pYP%Wu<%H#1M7ZM_PYP2mfnAf~io<&u|N1s4fM%n6HK?-VDeCstLw% z0{GwzN&;%+e(^V(@re%K!SP@rl-$;&gNF;$r|UIe_?l zR}2@DtPJssubywlXr*%`jH_sONIx>CU@_{vyyXAT{PVE0x2NXeuagfhpCv{2Gu7q0 zqFBimxs3|>g(ege43sdrh~0w!)L|eI&E8Y)BHkYRnt-J(eG)?@djfyB%Ks|D`*>)l z{9)#;E63uZNA77~Kh@*FMXqU)5n4aF&~4+0zt-XXx_U}o0lWo9IWqS>w9Fcz^yq&d7*A*!^wMM&!}+@Ok?;6L z@x(5ktd3q$l$Q|ga(rEWe>XBrdGBDDO}i9)elNlFXHiHC`Wu~>JI~es-#hq~|IIJF zy2pnUpbm-2I(1?godJXm0rnd(S)~8Eq-*V@Adi{^P79^h>w|w1ee_zoxc-|4Xt2sL zb)^%+bI#zZxI~`)C5(-#I%-!kr^^Zhw-slrNZB%Jh1@4QB>bBP@e@j|d@`i%a!$;s zHI2D`*!%Zj& z(AeJtR@t7@-Ijk-7z^tcB{l;Y%{y#>i?W>HnVbj|K+~E`Fo|(yA+DKgKzRg2X3X2~ zA&rG<#*H*qV;{}CyKphp@-u#`PjDd}H1#&n;|m8i9wU#$e)E`;RXqVGRHSp=0MA#G zE2PQW4;A|Ve7$fGP@&tNR=jqtz3lb%t?5&xii>IRpHhDfZ$z)A|6oOe#W2|PdnW1w z1LoYxiM4kU@5Kit!Y(Y6u*?v8J5uf0rfM?SP@g-H9Wt+%?T~xL`unQmAI@{fd;KS0 zX+&ZidAmIk^5{@QRuA*-9Awrmd1}11q|14x`>h@q8spg1Cw>H$@c(&yg@6%*-k3=e zUH}^xsMvqD*?5I7Dc6bpJr!VycwuKdua1SR;VQuBPMbXe^OTi@9ixneXNIT6N=iwD zet+VqC|R$@YtL_RBmG008>R5F?U@!1K6DJ3H+_Ko%Jwv_dL1FQQh|!A;zz~ND+*+i z%L>mE+FG@FRJj!FrZ??M80=gVV4%a)wIPvgeaL@+-=XdvClACvH2)o8o5p={EBDUA zeBih3jWME~e=Uxs|6-CFjTibe8D?}lxCgvq?9MR_i0`Zb0J7AWHN#EkT(3zoX*EdiQ>xWgISBA7a zecu4MR>4ZaEpQl7EFtB+(QrVG5xHBq-MyBlsC2ik77zim<7a7O^L_luL(d~?2Ti=n z2DyK;_VK|p1OowcjsL}gB_#}8n)|RN-xz;Vo?00fd%rNmIhrPH;Ikl(e>#i~OOVRo zU$7&lGmQEIP5tR4IErV%Z-nCiq)TsA1$rV+O>G(%>+@Kk6GN{sp#Z73JlYD=Y z5)xE{_-peaM(L04((!sHx-^!Hm5ZZxY>FO{r)Wy+Bh>Xg2r)jpyA^P)Sm2p(0lXPr zK%90DVS<*gzwQ}{pr4Zi}rW4&(O#vqLi=%ZYS{l3m)u4a;3T^(E%W0AS>1chC>syZwAf)|Sgknq~^_BVE z@zhlf5IcVYzcCGCd2z|uLm+^#rhN*v|BU-|vf5elK5hN~97}pRpyoc8<=-!tL-ThcXpfsIv zMkIUyrZ!4yDB}L>CX$4zO0kKb0`1Me#kEn{SLb4!$L)Rym$3y&6qRJ9%Lj9cTFVvTnMHvwMGBHQu_)&WmBP zU>Lx;Nm1hY25iV}&T0Gkm&W;^3XkNIdbtvD4r~?3F!_$zWXFz7#ts0y>AO7%#rek+sVM0C9 zz#`=o7kS-RlkY7r9igxx)*0*b%Lk%Sg5&vF)N+Hdle9uncMML=NJy8I;v>#FA6kTy z52}Zy43m3Oa-89gxFU4C{w|%ZS9@k7D>0JK=BEfHWuDQ>o8fxUBpbPl#y#74G?+_Gg`#4ywiz89)MVJR+Cjm-~r*A-E)8 z5G#HB<2P9`DzKn57SP{S6EIDQtbPgoIkYqxXZ6L-cpK+Ho+mjvO4j7&6646l!F_bC zvMb81GYZ79WB7kI?R9iYcQy$wmjjz$15I{I5{-s&zOlILNUA%{$&9E;upQwusR@T# zV(LJhmm!TCpid`IHi$;gb+ADN5WnoF5#QL)??Z>!GyI(Ly@LSB5N;SCPZlW`L4Dlb z(2GDi8Er8-%-lyD$6ODQXrck@ zbleA1O{#V zy<{%?esFY00J*R$ul!5j4A(@f`fdjXKHeoAZCTOutINV#^+-haZMu#DTs)>r1>f6- zhKIv9gK2+yLwhSgM~S&JXcba><0~qQ&FPBD#8vSO&GV;oL*M)yc zuq5Yth9(kD=Ux84bu_=-YdteRLH&*xysZP()DEO$&h?8-8c)=_eh>h4E{To2Vv9Y7 zb9*&L>OhV*-EAA4<@&MB1rz9pfNY>1n2b((Hfqw1+>CvOvg-wT4v%Gb=n_pB^6ixO zh3S6^2%cE&yJ1F@ahAPPjZGFP{@Nz*fUO$7@7W$N69D5m5-GQ|)q7kdvlA1t@R&UY(iZ&}oh5&JzPp_4VF;sXep)e~_FT*TeIk=3aC@G}3jp}9oH4NT zxw7i_IOP%@8?7JmzA8Q7<8#-+h8hZ;4kXt3TFY7N^HmRe@c6LHPD(mpIG{M zL<`R<_U^$NvKXI3g936KK7cL?`5_jiJ4a}- z^FfthuQb7k*lEKuy>xSK-cy1kkr}UW79mSwHa42?W;Nf=zdYngCZz(74T+4? z6QMV~7bZRIUKmJzsdP~;nvD{x{`&cRZAP_)*E1XDdqIw+>z5H@MHH7@YDE&a=h;M5 zUzd+@MH9D9IYm7km&JHR6StmLMd=8a{C`Cjx1C=_hy$0IgGCjWonJ+_xABF2Wl&u~ zvn?FlCAho0yB~rDcXxNUaDWrsogl#_xVyUrcXxM!6L@_0KKt>i-mg8YyQlY5&8}Tj z(`#m#0jB|JTw$LHoNPaFv=wj)kj5DS#A^P;p-^e-QUC2~YVLOYPiRQ&e`A)k0{_o^ zM=n4Ks5GX8Pa}FD@LO7kEfBdm)dR>1l{TOBe;d<2jYiE0KL5!fnD&|8!ygz1m6n(B z+5GJJIjHMjpMw(d04k&z1On}v&3^!A0BPX-&+*HI0nZ@QQj0(HT}J`yn_nV;yO3!m z{hwVwaS8yy$I%=X3oHac@$hk_K{|`kpz(A3Z;>i89uDsR(x$o)T5(((NxgbU6xoc5 zDt&N3*YAl)a>psDXC>YjueH(Rt=pGzO?`jimsequOI4u$^^+tQvRs|%SDAobc1(jm zS4xHdbxLDOT%PJ^Z*zGx;&nCyq3S_WMHWwrSCgxV`jDj2=$P#{Gik=a2tU|E*m6c( zd+hvb1r80ax>*neu8BfFf$ZQ|rZ#moBcq8ZJtVp#-3bIndXYImeY>Ec!B6D396p$` zO_hh72VxH#s>6nv3`a!d-thy)L^C;1B@m_{CXk^=s%NXGiveE>$5<7@-UNZ!1f>Ae zT__i_#SZ3&kC;AVSf+H(D!C7W;BQ3C6G$3pgdPEi!5UDGv_3#NztY7|yszSzGMdU9 zwWlYa2GA-_Z=4zAkqo(Mdk&$79RqP>k&K;yh3sh@9P5p==!&2Tt6l(rg=P*aA`vW$ zRO$cTLxzusI%0uV4qK?sFdzv9rmCa2Hg~>WhB^c{xI{sBc&=W-Kuy4A7*9Yz1z9bF zTZhPtVL_JZ=*GfgS~}*+HEjJE;lk-A!ZPIA>5x=;96iWkUcn*wEYB^tfth23FmJAG zQ1PnMV0@8Xh8o_HdEY`@UmTlzHcDtTFX2cH0A~UK``eFJG9+x`vR?!3kSkO>jH5*%(SDfRCWT839P^8`i4 zXehHYJxu8A&hVN50p(+Y@B%@2lWUe9+lW&H{W)EjjwrK+GFlYyca+OY@jkz1r>h9? zDHshB^(0EJ!|wymSTvl>OL<2efb)%IcrVWHOBe=;-ftMa{cpdS31;;jKP zQkQQq{MS;tGj!ds`Na!z(6=tVU!`R5VIay^q%(_n!A;;Fm%BD;T&P#^Ryi6btXLBi z3J!xVclZhAIZswErm-{te5FLArhNm24`PwBv9N0EroB|K8orNCO(q?5+RbZ0!p%h@ z#fYHnA#wK&^c*V>f~p0R!J;ZeqI!OQUNvcHIXE?i-W(bJIIqo4bFii#*6bOI1M)X7 zgOYD=d-k<0=^tt6{VR_%OTF%%452xP0COieIdJ~lm+5i5d~Y*y!yK6ol_7CxkgdS3 zLCBvnh+@ycjCO1sy1U#*X9_rDQr{ps?jG~qoRbM}BIsT6maPZ<_my zaYPIPulIJ6p5XQ9+isAOeK{K+=&1-yI@_Z+&&yx4J@@U_*g#yX2p_NewfE!UV$E1Y zK!m`*Y|x+Um(t*kGrJIe%$bkNgO?OXutsnTY}Po4Qj<30@c}$z01Ra z>r*R<{-n|oc9M_noy~~hF^wWW zmPYIR(+3y63!7U=Dgh4;-y%>D^#6)ZQiy?`7g`F}6lt7sa}1X0O%{KeG_ZwS*AWdo zhbl~GxRkt(K%$$j6mld2Eyq}{2OmsO2DVR-QS*Vdg$$>M)(iYv$f0%PXO#(~NlVuS zP~5p3pgCQDgk(kZqKLa=K@MFK!Pb<`2TU??=;e((a$#9IcI2jCscyBX#$1t#kwrKC zmd*SKDKBOU{#^T99FR<513i$)Nr zob^`BU@f8eT}*ueD#2$VU#pbXC)fC^O3{UR1tYPfYfj~gjY$$ms5d%KMI{nQ9)^I3 zJ2DQf-v>!(k~H%6=x#}V^7T)%43i@yzqB$Jlx$!jYO`~LVV_Tn0a*#+9;^=F_o*vP z|7tQ9F+!Z4(Q^?wk#eg?O;~GClRjr6gm=feU_SJ%tdIs1hyfR!X1W!nR6!*E4}cM( z1nR|DINTDKI##W?O2@;xC$Ud1E)`+dcv?)70Y+6)54cBW7Dq42bod(vm}kJ|97;X_ zcLyp*mdmwn_pgT?=eD+~prrR*hmNt#?I9>EN2mX)3C#@={rl@`g<_#@OR-ADwl|;9 z2(xh`zyg&4gfYX>&rP-jPnbrb^NpxEm)QE1cv&j!0ZcX>$yYNC zD~jQR$~7eA8GAvyS^K;f$)41`fl8Vrx}UZzp;oPf8)q@VgiYVWj$AKRfMO#Mb9+O> z2SrPUVdbo!aEv@UkTc`cAoa z7OL5?cpcFoJ&u$ij|0JP*MkervYtQEAg7b|p_eb-4_!N}`f&X4(u*D&L3M17TfdsK z1gjHlzbE-IXLs{#(LZ+0j_Y%e>bdu>JN_)}m0^l;ipNuM9-l#K&RUj}3f2uZ{t;{? zh_4wA+RNsLkd7lz<`}b*KcJt!L9Z~557LY@Rd2Gg`wnM_RM}mGRuxPd1HAr$!Kb(S zjk(GxMz1gB%!)8ulK!u!kfL4x@GSOaD!B%NNsrpl`eEam-^8XfvFGw;(&8hp9Xt~F z<7i?TNbZSE#=7z^i9g*##%uUi4e6zc9Drw70*D>bi*wP`SX*{K0*_t0JJS}zUe;41 z)xprV?~#=7dr|1RRi3Y-gy zY5CGOfE+iO6U=jLQe{G4I2J(%V@l-f4aSd6!yD7V9fdZg3&YNox{KLE#+TGf-Sb^r zXwMW3EjpolEj5WKvSwco*@nNU;CSLg0^RrHjm^@LX<7?0rz=l{VwHsJ)F%!q3rmfS z+ZQ$v+_8;ZP0L6sLQ^KXGN6_V(~2bAO6n7${JcvTgLa+fR$ou`uai@SfLGO^lP$-V zMcDH?lkrtanjybT`f*eHc|p~pa#hK1EOgnjZ@YsCSXCDE!wsp{GzH)`WIk0@QxMds zkjm_#5X=F2*n5O3FY>lL92Vs%Mze*gc~PEJCGk`|P)3=CxJdM#TjTpUMF4dycj~*fNcsaiq8axg|{SY#MR+_cQW9?fIKmBZy zm$8g(Epn0orS*t0?a6O0ip*bjR)-iYTt2cn50O_*X8s$owz~8T9NE8+m_YDa6(#hf zG)Xqd;^~%6N9zRYG~6D4BJG^lOB7s-mP(2^ERr(ra~921Y^z8d9_+p%Za=hD+!`Q6 zI!UqZhpti#_7=Xbb3iA^QCF?w$lN-TtDKCh;N{Oqg^JOn5|O6L8>jpTsg=2DDpg<)Gp-0L7Q$m1L^c6&8xDAfu3=YUM8n z53|jhz%Osew}aU(#ui#=gRgZ>#c%XLPW4 zkrt&5zDp&F#eQDa=hJp3h`HZ%5J^q!MsVh*ZQ8$_s7d9}Ky^gK7!rSA-2$PgQd@AW z<;F!=$|RLQ&ku3Cx(G@A{!h z{#1+lM_&E%9xE>I>+l4QSbj-77X{g4tLutT4kSD#tW!BwrZ8wIXq8N5lex2X*m0zp zi+|}l%RuGwOl&4)tlo#~E_kW}`8net{)pM+ri+@^k=~Q)cW&{1;?`D94C%hATl~#8 z$$11GRcTeK0i|o1WS!i>x!;R5KLba_1jjl#eCcAs7>O7+D33Q#&e~L%^w(SCsXcnz-g+Ds=iNAp$x7S78I(_nMcmb!T&7kb&k@!*5slwN z{FWkASn4qhQ}BJpgt9&XhXM+EhIY~Q0)ad5ZJbzQ86e5@sD2L?f0|e6!Z)eJ-W7GqTK+; zqBrdh%qS-clKH!Wm19%(?3>I8rLZICqtVwbQlgHRrKEn`xw{>yQ9ZBXJu?VAG^L{y zixI)U6gSL--#w6oMAD_+XwfYuhJ|ZIMe}(h)KM`_6pyBr4 z99x4xt^!qzt+a+Lr+2(H@asOG_svzn*=3Eu!TndX6ABk^baxAis-kVMHAe zb}P*3E=l`X&G;5XDP5+?W$)*)RW>`-AhFeSh3?AnNrXc$TAn3B3^{F^l0@B-;W0S zaq8aY|B5Ld-i>;4)tNe}w89!7+OovCoAIhekE+)(h#GAE-GXH_$a`b(h7O7pJzD`a zP%=|`B`jv*qFoV*K-mzZ;#xg+v7U|+J-{CLtK=BQhSitDlrWc-giQ?ZimJkFjQtr? zwXZ|ZNOJ{G`_pq4$o)j2Ey=O$FPORq;CouR>qevRIa`lTFGS4+_mBJiS@@l96s(=F zG+gjJ=>1ectUbTgZq;*a(Bk`ae!T!%YyMfTaO=Sog5qcsFqO(NdfVfrB*C?&*vBk% z^s~~HQV(sg#Fu@-S6DpT{5~^c@VZXEWh3OeT?uuo+i#It-$=5>7JlhH6y7WIKEk1= zbN8H=_9GiFmUS|e+U&T;XyU6iKylkRXYzC>|JO|`$uE!qNu-N#PCtTZH#7@Kaq4W& zWPCiT9wQ*RCGhGQKK4OjVzSt~>}yHQi+?nac@WW2{rW-sR>T$DmC*)hey4qF%=72Z zs>(L<;>?;Y{yMxm;oHr;MJS74TmSi;O)VsPK590Ty^4dv|p`DuOfSVc%(_@;di4)8CJ zGA|Sj_iyI>s!4_DDSlt%FC2?ggr~lzbWpB-6Y(jK^jsSIn@a-DwwDC`{z?e`{kTT` zcH$~jB|BZPGIQ`e+Vb8-;(-#!g1bZq@g9Vk3#d4eFl#}|#v_h9)e$EBQ}4+Y>hH}3 zuB^Q$ zgNt~o`dgcLE!`1F^9h~`%NOS5&8@Z~MGtwN{OM|EaM1oG`_HU1PiDZlh#wy%ts(1% zkEbo0bL=IWWpo$n@cn+NV-_oGuw$yb!sXP0-xMx(@VZj{+Ti*Ca_W65( z-_%x@_Rb}DS*VLkUyiE^M$TjLC##0%Of<`ki0#846^{kf%0t3}Q&8Z`-l@H#n1#AGaP=R*NZVsyCy2m8XaOUc&!QOeJuHY=0xN%WbWfh|z_z+NnRmkdqKCEaY zsQ#L*@Zf}YCDi%oCwcFY!1?1_^L2^YwN-TBsl=1vVC?lx9oj-Pw$>|ymqqq)ac?3S9*q2hNUi!Jiv zTFiSFuFht%dFS!0ONeX-FMlwTg)8D(w4!3qq2e{DL{7xIaUzw@tIXY+VQG)Xu1vu? zF>S1nL#0)2A#jh###JVvk^7AFjIitrJtG5AIf)G~zqYEps`8@$>;(;sZ6dkc=&}wM z!a7F+V6N71@@hXp(i{kneWpuOa_hwQK#wX(iHgy!ElW_X3AHGKup4iK zu#{SdTB0TiPO?{r{B7p}xhv}50X{6jV0;JZgYkA)$0Memp5Q~GT>Kaf{qHhDKKFbQ zJH3k5j*HzNQ=Gurav>a=WyS?O5)4qZ)4yog7{GOi$(1qV478cr`L}KGvf zuZu}%!#UP7GF;eXB49>3N<1Bl_Z--K_>(^<)amcKZC9geE!{|8Um%Tqe* zgfTl(esYFT^MIHACp6uSuqu-Tx_TRAJ5NwmHh>MTpsvb8tFrOZZ&shtnr^g&bN`0s z4qhkTU{2Z5aNp2$Z)E1~eH7Qah`l_N*kfoi!PZmYMC?RiZkm1Q)x3(mI4s*?Xj;my zn>Q`@y;(f}H0Z7)HaT8oJ)<`1;w(S#TlK#G*mYzosx)m6m@tLY(=cXyH3ppp1UF~e zYLt&u5p(EKoFP^&bUNRQ2AvHFfnapHi{Y%H5G!L~n%dBsc4%uh(sQa!+l%4S$sDG^ zBEOj4e$bxXBuKa zpX5^1P9G+?BA(boInoS-Bq`*G*{#~qtqDP|*cr-{CWvJ>0m(#!3VKiTt?YqAsPTpH zBG`9&eHY*{NZct4`y+}mjlSB3qz?aB}!ICJE90TzbfT z7kj!LoO(6u>!0PC_Miz;4)}ZP#{HBNXqDMMY49eK=lhNXQ!Gf&@SeAQC^*>U za{T__(6+S;HYz3+Ei>+n8n1mw0AE4${Rw`A_5JzupHemEepI)UsDq~9Br15Z3HFcc z#6)y@YdO1Q9c}vk9(%X%^Lz6h;$8IQ>XbMSzv(k~_@6xt(A&x2$>`NqjzLzI3lGp5 zxY_-5y>_Pt@i!WlYqahQK3SR;O(wuK4$j@z)%E3+dH=7! z+geqt_pN<>TLvJ>pCo-MFk&=yN3HbzM%n0Bc2?Ji8JdS>J)KU02JqwtqjK6PXt92{ z;QPOagW);epEY4Kie>RfdTWP-!0#x!pm*gWWzs(hTV^f zN-lmwn>t}b(ySpRG(RPxhpW{y$7a5Ou2wjA^lO9mi){oao8Eu-x3)`fQNx_jERF&J z8Gldu8ep9Wcho|u-``TX3l(d3WdUE)!*gsLu+cPIZB=m--n-dO^bjYN@JqGVC8Ijga+@*}0jM z4j3w$I_7DH)wD%spvb)*L;s;k5rN&k_bLHT@I?dW-+h-6^AaAfeI(7!AT!1$MPGB! z;&$t~7IAd(g)<;-)Imwmp}}hnbSdxMJ;Ez{n_9rj*b(+T+J0&_Bj|zr*VA%Qklb(W zUo)DMq!g3z5N3U?Hc8ab;A3q?ff=&%=2#d+8h-l_~lv{pAmY{*0?it@)}AoZOH({#%NNnu2)-`QcT2zQPC=qkTn4rDp<^`P+TxNox$~GH(nzWeHA~VKH zfzKwZPgz{7gZfmdZq}hX8nK@Bg1ALMV}8cmGJAQbjyKM~MB6m8=86mpd>XA32~N+k zGL=*lSB>91{GOv_vN#f|1}^rIuEm;BseJo<8|Qa^c|2}{-sc&v#kon9tu)0#HwD^hjdh1SMYeh>l{T?xZXe19_I6+OLX@GHCSAd zg}z5qKPi4-CIA&>B+rQ@`Ku(rz4h}DCaqWbfi7DppqTX6ZV%_kK-rn!CANf|C{|Ie zs7A`LIRp&`+M=)Lne20pRek)FMwy(q>oC$x9haaz1;IVj2oU@VLi3d z+QmZKT9={IB~Om1o0GVugBy=%HjNb@RogXeMhsUT!`}`&X?|b?R9F?hqS0OoLbEyYGs) zeXn!cXz*OS-`h;-)?lvm5#q0A-m^H~@&j&UQ|wp$jwmBTA-IGZ&%F!tzJ@?O{uyXi z7N@3-+bXA!|O>J$Dta;Vidzgoc zJtI6t8qG$-5i&8g51i9Ok;BRp=k8T39B3^o1TSbT=M9wxd+w$b&CD#6rgjk3PuRXf zdUeeuX|P>5Mk1ie(lFE`G6R4AxWBu730M;bb=qI`S&#fq{EK(Eu!_$C5$BwNURGjk zKnJXjXxu>-4!z$Y7KSC_7VYWZP0t+`<7B28CJRcx_75+GaA_YyrY7m?*)+9vA}r12A2&9q41r$NHtu#Pj6#Vxj$ z=Jj~6`x^5JXTk^^f3^6~A&a;n z9j+?n+YmgC4$b{RBDt+Y8zh)3M5Hd-rw+0nSv~?>76FBP6BEI`R^8L&1`@Ro2O~F{(2vC1%ZrCr+LR>HB@e9N zGjKT0&RWDqBL0bHlw}S*(Mlyi_`N?5PorjME42eJi)c4Hg0G8lFmMKGs=XNc!^!1~ z@^u1k32Z!0i8VQ+Vy%SgE~M(A^)A;G0zE<`CPyNca~Kqsa~zb~wgAZ9R~{vo&+(TE z5dQli{7G(k{eWp{`4l`hp)gV2`!rb-sgE_fUX(CbI4w*LIo@?*0M)oF=4LuqBL@}$ zGk;~54E+{P7&7583|0k5gBD{N!Ewv?lZ>{Lw(#{~j=^tFVyK_Gh@fvgoGh&GkLy!N z4M88_&h+$Ho-_U4zOwDpjhxc@N4}K@y*Zrr5FUL%e21WLL$q)- zcXM~OFmd=#%gNLhk&p9pi+U0WrekO0K(K@n0cnVN<|lC_YZM|B$>0ad{D0rEOf@+{w7P{+DPr83#Xi+RQMJ9`rqN+_s+$ z9r*YjsY4T`%Q~J)1}#^AmL#G{jWnnd(_8zEiuL6&<$&G6^!SvF-R&wn0c%N2904}E zP7GDyObjv@CkQ`W0#R5cb0>0#^#biCSqHt2FQsa)AHrUhs)s5*;15ju3S+b%tJk zr7y_LKDL&B=nxQr(9+@Af<+Q`eK`F#Nu6f++&E+rW@vp}1gkjd;u?E~n{H$rP^Pn_p-1L5lv!Mkd5fuemOHJ6;zQ!ECe(Z*t;nl%Xm0Q( zc*D0S>iJb(Br7{gQqO5^t)=VwZr=V8Dj~1*^#3(0d}%uCKynZ#zX2kvnvJgo86PJ< zBC8ge9y=K)8T+SE)yc{I)5t@{My86$D(h(J^oe-?Cz2x56XN9L=8}};l;GgxlH%u) z;FIE%;FJ>QVUu8&;N#}!X8-&<{(nPIK3}9@;b`S5Z0+_0wJWOaTm4SRj3>7M_vPdjQ)q>RGkW|qfA*b8DQU9wfzsaA^o6nZ9+4aqr zMOpIvZfB%Q?`}KpW1tj!A|PkHTw5f41Ca>=9gtCc98&~hY+7zc8h*T&pdrQ@zpv4l zc$KEXr0+f#P)Wc{u@1p7V>=THU*03#VA&wv_br#efp*oTk3czUG1xP_2Gw5L4k#$o z0yAH5AuTAj4AGQ-pLapK4offtJNc9Q z45n4SRTc?+M-Y|+;M*KO?5%Z1xn&;!@2g;Ju{sgtmrqF3C(D*1xA}EXgP^1rSr=cI za)&8hvRo<&CN|j2IwP&}$8awK*R#^YPdKDc=-ZcMjPdP`;tac&zCqGD6Ctg~rU8&) z?+2R&oa>m!`~@{`{dL;>8QYn}fuu6y8lVk>tFsK!-KaQ;2UP4UTTW{HF2JH<kL)8U(EEX>{xZ^A#9Ceyb^}kV~W-m zOHIN9!0|MO52}TMB~Fj&;et72WvdOsM=PX=FA%#0=%5q|Zi55G0h0*Y4BL%?2vC>E z%RHd%qre#`MzR_%fE`UuIv|R^CJV}rn+mETXPQqtF)vJoV=yS>3msa}0VW+?5D=42 zJg5kRPB#b!gU&6;0-Y`z@(ymDUY?|)ohRLcBhrKvpXzDS^v&ROu#9fz8_X~%$bc_ z2r>m*(3s%2^KS;hnL>`Y+Jk1KMh=r(%1)Ij4<6+q;{Kf}BySxOOxw*mE1;CPtV+Ai zpT^s<0?T8bj=AVUD?qruw zW}Mw3eywcPJA5=VCfFv*sRtb%UX@A`-eK6aewW=*v3vfTs>`|fG6b6M`$kgk-Ld16 zol}?kcr-5vr>K2)_6Q2Kd5dfe0Wl0%8gBMj2K4GyKbAv4ixuKj(ByI4hutr zRo5!Jx$8Ho&3w0YOp#G5Qw$8DhRzXbcU}!nO+bNwvO_lLRO@TZz4?~sBIie9AM@ht z`>?G_bpD@3&gbAh--wWY2e{;1>o63JEEgPuj|_p*Zz_z|4SDko4VE=X z4cdQQ%NrUj5an$f!64LW7*D;wtJogrklCrDT?q6ZwI80t+#`6X4Vh{5T#(4pZiJRm z@boHB!Z8M^SS_{L@uOvRvS9s!#yn`r8eMp&pF@y`%-LwbpN>&u1=u|(F~2EtF^N4Y zB(0Qb?~yuEP~m(e)1z^SZhxxZ-%oZD)8pSSwlUh1&E+YL>!j~_nv8u%S>JW(y#)fGt7i#0vGhnxlzkrc-`_OJdDH+k_QGyC(5NE?=MTWDGqgiS@lI!eX*zEjZQ9eOp63?dr2*7&(o r&mcKCk*u==h8p!Cb#VTGJ2=(qPh&a&k|2MsXt?+hsi}cV(un^9#`6yX delta 205686 zcmZs?V~j4$6FoS#ZQHi(nLD<9$M!R}ZQHhO^NwxX`~Lp>VYAsyx{~TjI_Y$(l5yH}yLyg>Z*D}F zASH^;T9eDkD~f+!d4qt>0u#h92QYw){09sfcHxFGv%n3y-y`RIdfVSGvevZe$SkaA zW)4o=h>MLf7GbB@n|O4#(4uye3^I>pw351~5%u&{KFh3MFIkPy77;L;F3Qz81LqmRVm=9lK)GBiRYO5Kah889Tiz4ld^V5A*#30JV!kQgpLL^UZI%H*JsbAoQZ zurPQFfJbcy1SgkOfY(56vDCgkp3gf`4QuOIMu2*ho^|gSyUD%??a(bIhy-`GB3&}- z9s5;#2>%YpX6fv{{~(!}VxH$rVGd^B=l<@{UWKg@IZ|A9JUL)5ka`OTi%Gv+HZwJu zpsgUT7LpxY&*0S6moT()ruL&hMgMecDr~=AMB{m-jJ#O}fTPc8tFsyeKiCgx$F*%w zG1`bEjP#GHR5*=P7|d*vf-`~#tripuMbepz-q;o$b#|0C?{vg`+7equcg8je+Wab5 zDu=C>IR!LHN=**D5yc|K$#B_!Dn(0CkcQaVNb*A*k=p7Lw}d_v&b9*_PxXqveM zAsE+#oC4SUG*|^p#u0x*yh>YLD>?k~duV9prt>5{U;r9rOD2lbnRjTuDYG4y1#O%!NIoNAd_oFoBJS1Wn|{~MTb+^<$k@0_o{Sa0 zM3Y^>8!h}!uya=Y(^s-HW-S?m?eKoC_qT zAJ*<53~zX-f~46|RQPz*OLKWp&54Ww@Xu7e|95S|tP(TGePV`;?$s+va>6X-4Atr| zfvm^emUZN>qjEoD7g*>5wQ5mNr`mphl&;Z)OADGVGN#JsjrK)w4)>;;PPkx1#s)J@ z!HPzQKe}O;?8HO(viGmkd;GJFyFeMsu4tO@)DsMvb*k^vX)R>>v!WBbA!UXeu*uk6 z)4WI5PV5wE4f5rCydNmH>Z)&RbvKWE7GR$6%Iyo-7n>1{u<2skqLAwa{Op%q8dPWH`0Y8Xu~_ zW_QiG^P+tui2(s^jh`W*MH8S0gkFJO8G)C-YEA)5CL2Qlwc4(~XNnRL${-v}yu)6V zlj2^gQ{;GvkMLTtH0VFR&if8(!~O$QtWVq`SS|fbAUAigbc7Unvf0} z(11mv{gF^@0oQ4oz{WBsiAM9P;o%&mgf^KbaazW{0-5R{0rNxIk zrhSGE6mN#Lp;#1!wB`wbEYrbrMh?`o8Te5G+o$*SA~+xdq38t^4d+jskwzPlC#f^+ zBrPB`j;M+LnKM;HODNri4jg1899zaNPB6+F9MK~^i8fXRhyD4ijB6r?C z@-PAxcz@@R5(bUTi3_oXTq&1|lZd)fM>X!12pJ(FKYOGT?0tv*#KJyQieP=qR70zE z(nIyLgB;Dl_lvVSQNKrVRD^ooe?@C7YB+3Bzs{wOc1BK`?O$z{L)gg#PoxDkbgdHQ z=8}bsD>4Vdz%LBI9u#?@5^>5V{6N}^6*iKN)9??2lBTLG9FTNRGjV*76IQhLuN)om z_K$p&6!S4v2-HA*D`loYGj_d=67~dg&{I)Cbs(<$O*BEs~*uYiuDR=OLb^p;lMHejX`+zj!dsq%2^Tl8eDjTenXa>Tosf}%E zA;>$KhZ6yZS4C=(BV(5-7c^|5((t@LEw~K3SpQpH4V=!sy3pV2wr#s)R}nRE7j`;l zunQ-p1saa0|IL8Bm2U6os5MF`2s@5))h9V5yM4d?knJvlKy)0F%B4e%Tw$bM9x{JX zkXU@$jm-skV`IPPu!YvoFB(3u?r2P;e7B7&lsMTJjX9>{5Od@KLHKs$9Z_t|*o)cEmI2=a&B9$Zp{j9dSjglL zv1xN|+q{t?aDK*Y76A4l^$bK4PT@ru6i{gUg3k`v-#Y#Bq0qu<;(+A6^BouQhz;*8 zDoc5+58_QN(2Iq(FbeCRKqVPCMaobI8f3t8?j?4X$db-}a}9+q-zzyKP> zB3PSuoo7TZjZGar(dP#Dkg3&eHiudS`5Fsq0m+?2s$zl_+7e9(liX8k`qEV!Etqi4NLja8>~9_J$N<-%3JQ@*Wx(#;$uhF-ZT%v#!F zGBUwoxXx}%?5~og?EY|SMBhK|eu)kIWYX7DjSs(iI55^ZNnfUj)HV

$65GftYzg z{_{Ri7zkDjf*)A!(z(vM>XFpoQ3rg_oits+Y~2SQ&PQ?EALrJj1_3FpAjfH%QRWEX zt*iq}h^6j#oY-gt*$S>l&Nxc-YupnpleyATajs{~26XqgH96u$Z;r6(&QuoG%N5_N z1$!|X*UIalSFzI^g2P}DdUGJlQsP*Wdu%BwZl0>)((JU!OF43wHCa7=o5T?_x}$UfDQx0-K5V$P@BI+0rAlH*N>a7nB1Ub|4i^tt_jY zd$wDK3qJ|MijqbNf`ntq=hAl*`exmAP!)IE{_E%A<^G$#p0YRXM60gINITFTy!$3o zZ8OSZqF&JuO}TMl)%SttyC0ecAXsgXD{91=oZ(rO5CbrJZr7P0rz~%)`YzNOO}4d6 z7dBQ+{utp?W<(?>)Cac*d1gdDj7}l)GHwurTIa2;C;Z8=U+WY6zWiZE4T#hiOra?) zyP&=n7jiULxgkRt?a-$-kJ00|-QugY+*w(wnq~oh40`^|;a&Z!_>Y60x|5opWTw<6 z5=BG6#0T(8#btm!PcF~U!kLLpI&@r;9j?EEuxct2p;k$rB$4E?S#6S1Zn>HAj)bYE zu}mJ*9|Fg1ed6U2(dM6`T)+I!;hs^~!xFx)FjAxvg%mLueoT=!;^x$xZHh6XCjMcLJvV~ zbph~JKZR?3{8SM@=MNv{_|Quik8h;Ca*JI+5!_yyvjSvJ0JOYB1HsI1@lPTh*H20yIbH{#O= z;NVkAR=!+hMJ1dKNeb2)UKu*Rj)F}(=m#i0N(AgL_OHcH)5<{zv@Os+pL!rqCzY^3 zw|IL^$uh(ivy7ndBYz;v3yV)a{B1iaX#wI>!Im*eE*i%nZCF1O`w-NS2XGd}N+@d3 z=qh=zFHYri=W6R9uoBP1Ovs(&Ol+}*YSKb=G?#8on!-XT>u zB`|3|{R$iS+n2Xr5d;`!&)HwTU>|HxdlFfIDJ)LyC+%5RAj9q_QCp@*Q2R8U&<-3#s{vHr`roq8 zb;%e6PKr$qK>9drSJL1n!EKAitg$N1WmWhXpHq@}Uu;{b<{>7>U97(2g|z7;IC1K; zrBmug^NDRTeGoIa5;++dc{@?yKg8Ewe07`kG*)wywqaI!uk^Mhzg5&$ad&6$i;65N z(?5tu9XRIgd!sKZSJ^q(S^&OU!Q;mXrX0xd@Y1;9wU&+XO|bGDpO-1k8rex`z-GX2 z)fjT*=k9;S`~iy-1Gx?L`|U+H7sNW_Z|%~Fi72)%hYq&}id&}T)BsOHJF`Q3or^Zq zu`-(O69KB$C;qB1qh?gDl1xvoE!*7ob&6~ciFpS6|40v3YnaKmA(%-22(b$+f<+r5 z+58ii@T-Vz=G+!wauSv3Ei*QCCaWvS2A&$mSot`)=_^Xe7KqJPCZVD+Qf1@u?W;nt zp&%tA=dxAo7^E)*5eG=x2dObJ9#9XX|0+G~x>DRXOblr)kHy>yZ?H$x3qCDT9@X~- zvrM7eE1U$@JLEfygKlY`?le1`W$*<&9l<@HE9qJLeZ1K{Z_IplY`3-a{ad`vStG{t zyEx6NG72G~G+wxksy;v=B~OI_HCb3*(YzV_!y+Go?gyNa)(z+f6*&fh+mnDcwS4O8 zb{;pvy*oQN5SvqEs(*Fy;}gw2e?&op(#E7J=$iSvKB9+qby#VG6@q0H3y8&`kBlFv zSU$ky00mZeFqru8p;$fpHdR^?asz?zl&lK~Pj_g5^|SmJfOFgyNdT#bh*%ea!j`^0 zurNN6vWc!tZwm;l10VC-s;|wgix)1AXZtF8G4V`VDq2|IMwLyt9fOvhRk z3eZ@2e|#H+*1z?I)up-bJO!HSAI)!8?b-EhHF0&9 z6s>Q5UiyDI`x{FDUC^e#?@u?3(o4`3FlKh9&Pl1L2w0qK|6hc_%)!d?AJEVQOKElE zNb12-0US73uqgqA`z1VmD+LwiX2=YQsKlT7r|EsjKx!$LwxD8tfz#a!PU9_14Di!d z3Zqx9S_zpy%KgTOpU;v`sQqkm;Y@rRb1PkQ&jpDbhZ}H{Jdit9#2RTK5NX)WTVtEM1|(4nBvR0Oxl#5} zoXsK}ix%DAm?;RypvTXRcR56^n1_d#Jem((0R3}IgtmlqYo+NYKePE~1k1;tWYH)V zKr5Anbh2Rh{ndeKA>?#rvu2#{vz~h9ir)5$XkAtmi+vw8<~(q?Som%P=+*d|(e)*R zndjdx$1!TdaWwHS>e_T9$D=`Kom8Y8#!QNz)%(VKaalqj~hGyz!s0F&;pX3Fkiy9b}`ry}&{;Oxw%wqO@a++rdOia^x`3UYuEZ!ix2Yb-)WOzDh%^kUB9 zS2NGd?9WL;rP1o|6x;|T0xvj%5hcXSBUx8$;tpQq641iDfN#y%)lLpg*!UIH?+}-m zezJ=!0r1FH0dU_LoUs+^FoR#`PWM=<5q-!u2o2IsrEkecWIS;jB1m6sQQI(*(mQTt4SXi|6)dorozy}4Z0`wbI`P!9FzYgR*5a1(r}Iny zuyE6;dgeuXH8`|>%D*U4RJi?5HHFHzas$j(E2vho4)%)jdlO$Tp!OphJ-`L=02D`A zf$6MVyKbNrXGLA7Q6a^&m*skwS5340^7rW*qOm_$G=#c;r)9P9aowfv1(BhM zNHMgQ>AAeR6?kz2fZ({b&?RNOc4BYW)Dsajjb}>T=J$zYy8@)tDQ7sUhU*hr2?*RG z52#SeSNXJlvlr>Jsd6G8FN_;>r&WqGhIsWR_1~J5ZWV75Y{ri*%mfqaZ7=r z`=gMo^D&}jt%sm$vA`x2q$3i~V$8UN(l&^Ocga;J&7>*@KyLye9JDpU$fupwYNMyK zA@-rYURYR5{Pu-P2vm;qGpBZ%$Y1iJ7O&qc8j49njbGJh2JN|#qrI1dXc!pmV)A=_ zsWAGsaHpr#`u)be^?BWoP{qSv-aQ%A!c=GBg+;r>QH$P|tyAs%#x_-RTewu*r>~%K z2@VM98u!W4I9_?Gfc2+^JBb;Y(uO#i;l28fXk&W_X(I!s{DAjO2&;?91JWzG9i$%{uj0Jb86|m>K6zu z!NU4~bP}`RDl{QAiNAs^$HA|voPG@9)T#lR)o|!WVR+6KwCtD>bN%4xeJgzWl54=4yk3+ z5M!y}neL&Fa$>#GW07wPp;FCs>5Ja6r##v61}3Vl%R}s^&I*!t5Yq*Ft+o5t^cTus z)RzFPTI9&+DhznFujU-=Xs_0!7?F8X(u3)a8>ThAV8Ey9L6@BMRvB$@4|kGGBjlqt zk^yFWW&aA>g3p|zW>!C`_L>@oFG)qA5f2c zCSyACr9<88M(fUU<4j%DJ`J03o?{y94TSb2&LLgQQFR4O^g%35D+#;(1Z>#-!od%< zN+$lL28#F(RKW%*+2qy^o>%2Ob90zUKvArFQq7JHOG8w>R1hF%l8|9%k3Q0PVg%Hi z8={DNj`UN3&$rP)nrh5OLN(C2v$HExKu4feSR9bdtbkCwPJO5r8`uJDm=drC)6xFcg5qF@u9 zCz$D_AldC7I&6RtH5)%x|X|^vj}vOBZZXJ!|g!P z_z`~>QXBdcx!w1Mw`^=k+M9=Iv#?!UPNx0E z7npNLIb1xWa4vFTZkrH5TFIBpBDYGN@US4vVZ0_DDF(#Ut|{XRiKkLDwXsW*UAYVd z2p6gO>-^JRUPG_>p|w?oaH%bvVd#hw&!}pMtm<^D66RsA38|a&ZcvJvaqCX`!|uj_ zlEQd#%JZZAzJnL9g0Ssu6?^vH$A|^|u{AQ+h;ulEA#NERA9%;woK1%3Dw{ z`$T0Q_3NbMWetHuNMma29x6ycba@ra`&B=NM-UiK9AfwXKrR<2Gb7vodH>U7SeZG} zh$B%@L0OpC|EKE!asffklnUQmI8K zq;6vYzMTt1;@0e>j(;m5ARS-cT}5r0cI#(8Iq8yb33hy*Z3j8|;=mP?W`>q1EE*;o z<#REZr`dD801Uw)OD?d<5y=R@$-~?`9Z_mq*UXHXH~rt!NzB;xhaZZHDf#q!aC&{tTn=5XLfn?i;pti5)E%(KepF zH*X6YeFizU3?b57Aa<4!dv9BE=}Xrvc9O2BEuYgr@$r5<(8_Lb3UX6%`POb4WXM4- zr5dqXTs)crG@Yl4KIS@KC85R^jJ)NqM_WHNDh7whm&iu57#S)e*QCXswt&ZA5>V9; zTP|%O!x9`yJ4aBU46mTiiuX!g&&zMq>e-@HG`olJ%RiPrIqPS`b`YeN`B-KSknXOp zt5m*cyQ$VMtURBb%e>_+)@;R7!fFoYE8|+*3>;7Z1MQvJFPl2rIH}dYTcy&)-l%Tg zPawk2Di#r7s{^O#g}#ojvb_!MRE(||?MC6#B!O&rN0Z&^LH?F<$lJIA#Go9LTT@;!h(PrUOr zI^Q&)c9Wf@r(JhIqr8VwK6kWYkFDzpV(k(_F+psslRd{y_p1|)Oj-Q5L2}bF)7*>3 z71aPL^tQJED-ilVgKs~O1w;5w0ZA#2rP{AK@`QZsG8h*DaRU-=a0}x zU?|+w$U!FUfx*=?jcEb(8O0az7|4h?zkt@l)dJ!@CTSJ~|JHsJ<&FwYRgN~*vQae# zOp6y)tf}z+aiWk2{Jb$jKZ@Eb=R@s5cLe@S7!l0BctiTbTAK4mPwaD4AQ5chEGrLC zUcEW#gX1~h*$cYnGvuQOGyeq_(rq@i9P%|zGMoR@6jYK(@^K#q=qb|v3*iq>&mL>o z;>CDA4+P$*cU&%v07R=Q=N|HL6xLwW4|A0_1mzomoD@@0;22hh)Y2UTqYcryXa_j!*lcE~sYVzv=OLy7$F$ zOOC^_K0=3{@PEC(S7UK3ba=08wq0|b(I4r$*4?cbqS7%prga-Horn&iF%OvtAgKGd zg-n<%{hGKeHYk8qDo0l|vC`)t%^fQr94mBn(eZ#M3plzqjPPEH+%et$xs0M-2#mRdK|_=U(vpOSJQeFT z#Uu$$*d@hIHeM%BoM>0cZOrwFk*ad0KFI=goO?DiW>|)M-e_8_0R3WC4_F(TJ5I^H z{33h3p0*r(kttxiYiM~vd-SOOQeY~GtW|7Oi6;m0eDQN^1pKm20LVos_{HIZs$m3> z7j|)b9?RA1=yR1NQx`zIL7+VtmN3U^9HO(%K3GgVyF7zmYgCNUmX_SG-=--^=%pLV znejbZE3#@jP|p})6$nU^PAvW{%og|{;v=ZG=@CpFDIZY)!r1u?XV<|I#8j%(y5om; zvuFgVBFqq)$SsfkP0Y7=Is9&7Vx|!sDbj~$InGs)6u+>L-xpv>7yHrP71zO+>eW=isb(t=Y*xHBpqxKtZ&6IUb0KvIP zC5?LICFkCWU%btZN;cW~RKos}vaHLWe0AQ`k$iTzM_Vv~Ox7sJfAlXLpr-(VT*Q`T z3c?!gGy%Mh#}}}ypVia)(LjanPd>QygTyCh_9CR#eLHO;1P#ZO!vEvjC5z2Xdgil+ zU5t*EyVF_)#oPsDQD^cYHsZ-s>327SH6|T2Kiy>Njvh@$O$5(g`4y*;0u7gtjzT^V z7n;x9h39>e?y=fe?oX1TPxBQdS2ELA%7;F-Jg&ci zhB!`$mt|)IW*6N}R-S@Q^s2^_Q_*n;u^Vjsd*tEAFuS+{124e>x+NLG(PIz4O{*p# z@}DMVP6tp~7!&0W6#jxL2Q9p*eR*fK^hOR=Zd*foMT-b{pHS)8dXDZlI1wQ>f#`|y z%)ZTqMs{s}we&B*S*Ke%NJaRb3tI6*Twiqg+XCT+5lB4D2Wgdm)m8RXiHV4#{()d!F4P{X)msa_K@+x=5d(LZ^67h zpBf}i&~5{(-ld+F{#Fe8YKVraVVS3j0sb(OUyqEacffHppW>8wFR{wm?z{mkp%+s4 z?&XThqS7^8)a-p!79-X|pkb9=$PJx$%K-NMEPt{486cnwD2PEOt`sAiK`1hd% zJBye{SXqpHTHPCieF>j#kIN2V)#zyGDndyn*8f}v1sI{L_)wHeeKteS`SAExNLZo2PY))-bo z<`kh_$zu7TGj!a~a}^d3~ zS2y$4dG2h;RqSR570MnnO?lU&CIwR*z|7UKGSh_X9=hSSPN?2s>IXS%FM)J*P(d&_ z%7tx!F_`pF(WId#g|Y!Gd^{^~oh^`?Igjh~>&nibPO)dJBgDLe|H)CR3HJ3pDMn)m zPj!|??RPiOS-(o+EEUGA2Ef<9)R;GOWSnhE>6_h;9HT}|RG`{02^uD}4AUY;f+5VA z6kDuA-ODO1tcx>zb(L~j$|w70Vhu-Y*dD8zR&-p{P3v~XVY*!ZX8}n}c*$PJyL zy#f3>ZmIrH=%Bp{wniX%5ovozQXuxQRy8-TONkccma~(Ceznii2~h4sJZG7^)d^tB z@nVpan1Xh*XU>}96@Uz^5uf+{6PyEJ1+j5#M&1yhU{J;H#ghlr?<}a<{ll{v$@!#Q zdnt3!G~&9l+^iS$a{~HaMfQ{6W?28eK-tQ3KP@lynjH1;_jLo|PBgO@k$4yQXTtOT zxcf7Yn2RLl+8-=XO~9vk@+i7P+R@@|w)R3}tHS{r{>39p#Q3IHZa~J8ic&9DY8(QM zk=@<>*hjeYML1@MN&EjpU(yt>NHIXTnEwxVY0=hlJ{(2%d#&4(r7<+)j^YNcrbT=q zh)t?KXiRdTjPh)aIbQB-qtAi z{eC&AYRf}2xDSV}UAZ`!qJhz}nWkBUhL!K`+^F$G81@?Km>&phmS5}J`EpJFeL+P8 z45gS$qha%U4xyGFfce@HU>b95)t02IO04huJxS1DP%PGsv>ROeuHZdfpNzTCd)_tg zj7vf0Mc%x+U&bH|?Oi;E*;m}tT>k5%IX`w*JF!*coO(-k7FdaNPPM##gVREhJcHKg zPK%R9p%8EGe-kt|pI_KW zlG;fYO&KY=Y4%YnN`-0U-5(HeV|a-U5xi<*kiD?krL}Cdmef*gsvk4d8SIEI@Fl&!`##=W zZ;p*gsuQ@i(Ou56j=)D98g({NjYXw7FHcQ@y((A~nCW{~WKkx(lcQ+^_TqA0c|>ry zc>G*=7sT5RNASnwpnF(Ij6=uBZtQ#ear&hLo%{M2a~~dN`!)zc(X|ho39kV4nO)I5 z`=P4La?K!hO}m}ltxW^dn~L|Ue7V5D)Kw0n0oxq%2M^@4Akz{r_HU6?0WORh7<3zG`Y`*BH(d1<5#SR7guN1R6e=7L1W>2fB5vosOOm`7LcPOMLs&Zu$#-PMbds3mPRhZ5HJ z61InvrP7G6A%ySgX}lJkaZ#!!)9{!Rfl}1QN&$2vq~A{id3VF$Zs^6w6OV+*ARZ;%Ym#7q!LaM7+PIh;#fz7rcKwNmeG~ z+K*rzvsUx*D1wTtuO`H4-bNdXgSrYk<>?>dAJyyt_aO{(18?d@f&;8p97LitP zy?7*4!;ltJGhy?6f7fp=>56vz@(d7FaS(;_GeBe9@;*;&bJ{S1lAkV)a#jcm*|aXl zGtp#($=;7Ucw<}&a_9m#c5@5WfA7tXx`L*27ZX?z{3 zH@I1E#C2ZdI%yyu!?$^ByLwChaaP+mfXhX|=1ug!9Z*cP6}>ci8KC2lBZ_QpWN^}? zOqbK~Fn-ub+F-@2rMKXDg`WnxN*BpmA-Hv2yrD$EE?KSu@~`YiUh@w7(}U=Ljj8kf zy-$J%mk8wO*MSm!C~Gu1Dd^kC2+vr$@1f@uUlxMNEoIiPOVQqE6Tcf`fh8g-q+NcH zgP_!1L8<5$#d4^mxX-bu-QQqmB@bseU`ZS!=w8toiyv$JTsfP?a!YaNVIw!~1f^j2CBE4ULD0Kor_;P~}y(dCmN>>v-DwgKtpI0{$GL7gI zmKAar!;ny1%OtrM_X#MZ#{%(LhNQp6%BY3(98sYM1TyhHOA|zyi-YLA(4fkbQ9t^G zHqBLjP@)rC=R7WIbTVoBkv?@7&V|iGxRzr!^}*?n&^5=m>q;0o2#!6HjAsKHn&JRJ z04@Q0@OLYo}D);CJKrT#1S&a*R8#x;Ka+s=up7@uhy3%u6O)64)uviE~2>ZXkcWSbWOUt@vxTLbu+Lqxlo&rT07u zK6!r9DyhbQKO%Rr!;9tb+M4AM)pF*TP(Bz$xMGud!E4y?ZpQ|Yv0?jD^stp<( zQ!NLtM^TA`Zi^XrHgU>+-I`Kpe34YAljE?6JuM4p5X#U9)P|8pBmD#910M3dq%7+h zYs%09U==!$;W*hPlabr|=#kJf;yFwk zXRimJu_Qk=ULtR)FFhxF_@oj7yP#HWBu8nbBY8-h7eX_trIO>3#{Ks>#}SI?wYTQ1 zX4bx|6)}#nL}#412wS>XXMe;+wuve89uXgAj-j*$UhHv1#L)`SAjO0_iy_K(y%Jtu z=zs-Y&slL0;#It_P7>``D_PfaeGX0I+2GG9 zs~Ym>M#8x?nhPdP@_bKJz=K#v3;Y1)N8UHL4w zmj24OmTB1jVrm4C)7LVuisZm(uA&PAK2&ik?h< z%6^hX>&k4Oi=PJK7UlC#o-k;h643>9&(3V?`HSN^^YNVqQc_o3B{3~lT5nv#`(J`l z!4a!l7%ho`?|7SmitG};J<`?YK-`wvla4w)e|!4+yqY^e?Z2UvJ6M1t-0-)Uqei%AtKpNkfEAU<$b7#FoAjxD*`J*0zDf z<{CRqajVN`M`v^HM85C$3n*0>4!iQ$r-yLCr96ldjakD1R(ZfVjFAl<5~oyz7`t$+ zt;g&RTcG6ZwZA3A+n9N=(s|9PS(d?@yG$`OPc~&>Fs)Qqp(E z_FZ%L23n1u$Sd2l1;1ACs&~E8JCQlXF!HdoS(;lIo#sZD4A!kwB_Can`#CtfjO*L| ze$fYZ5{~KhUk?)vm@Ub^lmda9ndAQ%c;!knOs1g$%;@ae<8q?-tr-lAy@VV%m~$Nw zQ^hxrx3u%>#uxW*qkAgh5i@6Ma_cbs`~B%HuPRCTW!S8wJVI4KC13&5Vl<6GB|RVvFSdfg-6j;>G>sw^;gBC7 z^9YInXb*Ob2VrlF{|0N@M-5kU8hC3CKLE#?<1eml&gZ5#un*P&GK&v+Yt%UgN zA72w9lkS>#eStHBt}>Z|(Q%^0{z-{vea~5gV*MaQUEnblu;#|K;M zAcO8+ze!helxK#QZ~{JL7om%B$SgMKho37PxpsKvj`ifPC?*-0F?fF6U^7!&){Zpw<>phF8MqgaQA-pb zR*+qLyx-*m4pNu*hybQ<{eI-*{9qG94K+o%%a1U1dTG$MKk`#8patmBXH4Ba*j}^P zggq+o>zdmhIeGXp^<8+>{5>PQ)F`Wx%rX$ov$e(H$I>X!#4Wv_xWFR;@^?>j_wMK) z;`ikto6GHTd}YYxbw5-fWISo$v?Et1YX-SgRO&{Hs7(=_J3lV-Y(KbM-;((1JJa%~uPa&oil{JJ!AdbI0i+w6b5J3c&p z@1HG(+~QjQ&fl#>>efb{t(^U$KaPt}VxW2;E1SvXd(*(5z5`~JNcXt^=Ahx(gY4+v z{X>-DL_QwcYr%wl4P5gJ{|B4&d2h|Au!G?$$eEb&MVzShGblA`CRUBS;339FfGod= zWfkoi%{PjCFE++?G!aiJnhWR2b95eGCYp=z|8_J&yIGD>i0j}y&Bkd(^|2o&<23;P zi)no{j>~_W?%vV|Npl;3=b%z;wM#U7Ehu?5-29-P%aXi|3FX5@jAWay-He?e3|}V^ zJ@^pyr+{fSV(H`W1Xd#YfafdQP!K{ozCYlMWnZ+5C@X`-!Bvmz)LWlX6p{$Q9Ye_^ z!0}wJKv~u(rqF2G@xp~zaH5Fp0sNy9{MALc$!U=$DPw{y*22OV>#mT{NW$sML&aBu zKK4j8BXAn?Jc$__24(s`P4<1TCco4{;Kd#YVq0fP(AWkO@j_V+!3tR7;NWQR)Izo6 zZ=2_mw~;CR*_A}xAVib{Ju{G`wf$i@oy!p(E^enNCF{8A^|<007vvZhkwdfOkD^Ag zJ>FqpDg8d+G$I|oSd+-jfi8wuH42g7a&khZPAx-9lUGXZTGbO-(^$eNAt+atA`12I z1?iB6_7JI5=~Q;u&2}ORfbvJtfnhce)T)=nM0hxob0aESyOVyphVWN0Rur=M2#Zif zl(2WbF=#Y%&>dKifaW9C<)i$|ab^}}h~3r;J>fG+Z&{r5(qgH8ZWtmZ`|ByTJ(phn zWvWsR46HfF4{Q)lkjk*CVYS4sSead?T zXn^#*OJ^99t|%2!iel~DKrx3g0|Xk5)bFLGZ@mL z8F97R2eW^fy{hML-D)*WxNSw!YV`|li#M(25%Gk^DbrZ*rXkN<#=8Kl?6Q%7F z?tkm@%wYB27yo;T=OfMaiSd8ig}&+{fL2&H&rypO;4^JVAFg5^3?is;7dPWXb_i8d zEpyumo_k&cMQ`83RYet;1AOwUhL|+n=k_%%-EarugfvD?d=k-X*iOFK>ex=lwr$(CZS6j5?~8M>{==AKzEyA4Gi-2q ze)*`RAM)`~P7qkXhBpqa+~>jVm_nlfELzC(0t$RaGqt}PCe}WJEplPEW{YMHc{_D* zfB1Kd5*QD8ZEuq~UZrt;is8Fio|zn_O^TS0neVa8qIo^}O7TxBF2=EJqg|s#zcpu0 z>hxz!RDj~d-_zYrAIlZ~gzi;VVP1E~+qFGhZnO;YZP+pF)a)o*|L%t8+1@_^ELZnY z8S^!IC>ZWiROwoW%Gev>K|CD1S#^kL8Jq<5mx>qbUKDdC$z6lP5Vuy?pR%044b!@b zIBL_7s2_D~%^qz^+U23SJ9bl2<;_DN1@eey<&pu1R05A+3D(U#%)NPinEQ5bW%c=N zL~|r+gT-3&rBT{HZxRwX{NAAfAa2mlYlNbl5G`WX*o8fqHu(CsZ&%M44LjR`tCIEj zfI_N@BcI&BBjoG=Bn{ygBZA(K!FPzZ-vigLJigz~(L5afF1SK3* zGd9^%DtwRRX(~ATd|u$sJs+Od2NBBl&oUhFFWpa{ag8XY4nPR;Q@ z?E|QRH&rl7c-5%Jv0#ZoVy#= z*8ouayrwmV;fxL#Iba8XfrRjy@pR~_!!B#Vr-v||>ZMCt#vGR_F3!O665XhT!4+1E zEAtzBk!OR0&ClTdmya|+3+bD4RPR>kP8W$o3+3xWl+dw~Pt4cGWZ~<+(q>Gq%i&%!g?yt5 zhgrJCCBz_Z%{U7p4`XT3*dc8$p(BO5;dyF*!%gOzFTsk_BwW`U%fNTocE^iJ6GKqQ z_I^z9)Kha~*X=`VDaLN38hLt6JWtImEv{`&rbf}eAwg*Dm#H{z`YAdmpwk3r};`i;o&KKR5v&QSh&>?s2-KIE$jl3|l4(J&CkY zc;iC}8S5=cjAaRHvRN=I{?=8%=SKm49eccz0wA%N$XW7!3>gdK_byE_mo7563p6UE2WBK4CmoM|?^yL-Y z@7cubSz0cYyZrK(w`!Y6`t1u3lK_(-d4Rw$f`>^RD3u$q8{7obs%U#ytiiF1kV-!* zM_!a{-x$tovE6ySmI$r`5Rd;9G?(0^B@j{!P_%0BUXDn)*Rlbbl1Z~UIGUKWz#n^- z7#z~p#Hin(+YmvdLRJIyqw$NcSbIp{7af^^t;f?mY^7alX{_BXvCOZju-th|SO8;B zjG`~ayJgrl>2$bh>6G5%_pv<#gPiUBR47ySn;K$6rG=O|f9#L5Ihj$}1$}%?m9ze}$!gJYz5q0h8-~8s0*f z(drv`7<@ZY(rdEzt8t3`@5M3w`TQV7j^o!Ox&lf0*IKk|J@Xg*b-_svuvdR+_B!=n zo1d?$i$k3O?~Ou8kwW|wANaE54Cz)`DT*z&K~DyH(OOAn!O$29mBu5oEdXk@Im^Yk z-x<@i@bfqWkTOiJ`bx$Hr4JFISlrC(MoLTCsO76PYPgbp%yn3a zn^V-t`#Bh1itv_9z~`?gZ*Ro%r#AK6lWfzEpnm$&FxZonuc{$P4l0=yBER<^bmUz( z@m^xQRS6NVl|rQUYF=wfDFKCmuH^XJ>+!3zQN8a=g5@ETh_k_fO^QH^yWCB@nY4f* zHI?S#Le1o#XtR9fYC0Y=O@x60a>3LY7ny!dgflOp2iS3;13?CRLl~(bxQGSv+%TlX z4CpxsnYLltt6FhfW`Y(?Ef%8*q|Yt%w`M-RcHG?C)GC>C;w^DlC_v;=Zb{9GGxm-lj7Mxb!y~N+j zNU3cfmpD$ga53LcCV;n!7c_iao}%Yxkmn|UUtc;L!PFYy^=ca`M5)A^T=(y1(#0P1 z>hC)z>_jN(Bmxud&B4AgUnAqdNA!iMVTN}4C za@PlVP8l`ue3D`rc09mr_POro`s+yws1qVynBT<-5XjY>R zu-%d152X67PWOo4D#r%G@VzgkEFkR&)at56=vhE%u*cankjRgdRT&1 zz#&^wHOZmF$J~d~hrBTn@an4H(otX=#9i%DB_v-yU+gw3760b&rw7Z5h&}m=GVF7e zq&kzM?7YhP7rvnC6T!i;V`>Maf1p6DDb^Y|~67-q`5y%EyzYviIzgei>*BAvOA zl=#qkWq?TCOnz-2b@PcXqLbT@CYj`LSHi4Fb2S*i6eQA64i0TXr6p_7Me^8RF!V)F zD0d4tIy~R6Gqa|a$zwbbVxG-}wYDu#+r*9EdkwzAg4P!z3Opw3O&-CL=190KHXY?^ z{C1)EZq)F%8T;7@nXc>IS&<`o|FT5wdr^n^EC2@x4k&z8x?@(470&Ldu>&Im!+b&r z?J~H5?LszzX}JCGh*TV!SfPfMo^FNfowv1K<=lHy1?!`(TUjdT8sdq|=ER;aBV@p$ z7afOl+wDW+#Ax~ciYxHJd9$@CX7``$n^CaE%L8$`$$Bk1uwCA3H)yn3J1@wf_8?*Q zK!7lzC)1iIUlLS4?j#LS!b@5!#>*^wgtk>&f2Sxjj(#rS@(R8;nit zXo)(h!E9df^D5$g@?lp)#9KQm7wh_Pv!6{5@fBj`oe#pJqP>dgQZ9-Q=L%&g403|= z1|`SI#~`!^>}aB)BSj#A{4B}PUsirwG=PGdNw4LtXp??WYAVwK7%iY@Ahs={_hxXM zt09>8(h7RD0E`s`Ov1e(`s)l)KeUdSw}q50aiJGi6aQmd^vheqXq8Y7iP_T)n!zZT z#S1Rgc=LVQa`odlK7uM`>aqL8Iuy;xl1WvldHO>h^)X*&%JzgL&8N;h>?wxJ7J8)N9Csm27!>^kZhs#vTv3DL-9!wSj zR9mG|?0;)CAE7{34r!QSYHZwu*&V8_tt8FTwB>%1;W-dV(_mo=oX+2&z}Sf7?IcMQ zo`=fJ+}f?H(h9k#dY3Fm9DA})4Zwv<^v^%o{Q6XEvlH2~+c|uyc1rEmZDK6Cm|j0w z%puradQjO$lY&=K_XhYQDrB1IX~YSgvV=cCAa8nZq;*YT1D^<7e%+cUAk;Fz^5r5# z^U|$ahmg=|zN6POrgV>v`lF;}D(3V(=P$Hg^XY`m=41$Ya1cI#!?N!M0HB?!`s%ot zkseU3I&i-EGFV5E++q2tp~t}X=QS@eD||d;p_y7%eddjB4IyeVXS!+xxt7vl#+I{h zbFl(+NKJn%NTXeaiIr4$TLM(gP{kk*yiZ)y2|2{$KKA1M;@UUlZqsuzMG&ss4+Oig z{s)i?8P8z<`uuA696!43xOIhGpR8%pBYH=C%Fp>Cx`fB6j(V+Cjzh?I$j ze%2KU2)Vvd3U!UFkMQfwl8?OSFUtqZR{Z2y+@DJXM4#Tr3xQTO^NRKvRGeVL_~s0Zx!Z^yGOQbQ~km2lh5s|i1u2h!h=}sp0Fl-!~GK9weM#GhasObESIEZ zTdM47n^Khl2jDxIC*1NM?a!JtsrIUe>5{~0bd5V94T@nlKu9eEf08R56!*B{ojzT% z-0MFP)xU-@BMaYL>mqrmz)}p}+AOf{ES;%7(BREi{dtMCe$cd$kh_J=!}l1L#j>3; z^_M{#@bZiyoqP`UZSdh3U(4CdX}QC@SG^r;;#a0`^&az5*mm2uB+0rupModom9IDE zY%fUL3!^;vUj)&ADz~X*ktj%@tnB|GdH|-hWt$7P#Agw~@XZPXE1l%;Z4_itCAh^L&Sto56+9b&!;;toLRt!LkD#Fn9y4ni% zex|OLFl&l+nI)8qU(cWY%&6+LYoev0m)u-C^u96{J=Lps3~19$SLmoae7r|9j{%(J ztEnqJJKw%(*HJ6c^T{M-%ULUumcCP#m}BUeqKkuLT#Nhy~*%=T;{tt>=) zSA!!Dw*r!!FJEW6P58*kwa@fHkkY58DI>h0y1oPT=nSwGLs;xF`i1|nlTx6sUO2k( zi(?tYcyW{J)wI=(X&5b+@|Fab1OWoR(~{v;@x?v_)tw|dEc-l<(2!*x_3p9L(f;TT z$d=8nmc7Qn;PXWOY3M^T&$_L5&mKXgRUXJXq3WyMnYds#QKl@67(sCmuB>x5k7#NV zlg7vtSKR!_HJ=*AUfqaovGv$>}Z&2={aZmH~{YHv6L1Lr@QzD z8l)55QV&EO9jb0>+NAE=p<{MByUAZ&I%sixyviRaYIZ)LakCuK4xzu-OdE}3uHe7p z?bq8kOcEDJd2Q~@QVBVXA_0}wv^$MdAQMK(5 zs3m-cE}$%S>($f9j$kWNu7Vxz>mZipekKCbb_5|`_?u?~)l|+|PMHHd$qmoWjvl?u zm%BS#QBpZ>4C4L)S}389%a(3KsLei9>sytkx(+0dyR0+L1;6_TkpQrVKJUmPsAj9o zKc{6{Ygt+$j}GS}K(8p*w*eK0R}~sH_QK$W3GRA&8i-o3)hvown4OfJE3-6kLI6QrA&6HhT_w=xNnqA#2uPeObdU!dX z&x1d~_%jNnzrR+9XaKDslB&EBcXuP48bp&FF{maQCqwuUQkqafpaddezH{HS$~eQ_ ztz;}Ds6ydlCMQFgb=Kptp=uJ9Y?p9m)YIeCBsZGFJ4S`za`jiu4%?Z@N36}!0bn|O zv9Hr#cDonN{)W`oJaOQ=Z)auUmu9FLo-VcNaXW|_0=tEwm@UQ&R+(sc{Tn}n-*8Y z5lyhWq+O(#ke}#TIq>o~I2k22th@PQD=t?^uyGgV+s|KyzrL2I|mR5;izN&w1Do{0>m)@ESC6S`l$khN}O2hF300gDRBG zR{`5=d-qaM2@T+QZ2)oE_hOq#q|{iw?Jo7VInv2Gv17AH#GLA0eZ0_w zk@BF&$KF7PD&rD${NqaUl%^JSX}-^|EZTjlRRdcqY=Wf3g{;@Uev}^8cH)`|jJg$S z?gH`RfcRFmrnaru$r5)VcebjSZI4eRozZC}VgUGTDeDcm_l-rmPI;IjkngA;Y(Xr< z+hO;O?HLs?`AW;4SAd{M6VsUaF*Jk;Ne_-lgE=!+SzLiJy&0bj2{#_Y2MVzEbg9AP zz+3l;8Uc9$@^An#`AF83j(|wOqd#KVUE$>Pt$&Ef8!G7{eT@@P6qVpsB^EbzZJr@U z;sk`p{qcTZbUtY*Jzw{mk2jad&(TYgC(TdSD_SYb;K~E?nh|xfbkm9_HJ!8nwaYAB zRH`?JmsnEMbx;58P^6DBzFH59HqIKnBK6W-~=se!!j;D zxmH{Rp^>I}51Yyg#DBBwzntdIv(n;6fBL*=*a4w#*z>Pnp}t4*6oz8K$bF&%0U1jGlFBr_g>xG zic*N$^D0)Jng*JY=2HJUhMITRo`O0?0gA1Yz`?#NahG@U4qks8*m~-uY@wjgGy`}i zgx!7O4h@kk7md}KR~<;P&EYJjyf;d)&Gu|}m_wGS43=ZOrJ`Pv{( z8d4xv#rCDSJCmTW7v1dm>`Nei{2(rL8bEFdDUa``@Mrr2M2Pt;1Z1VycOWct#~4fk zLWc(LrLQeTbNeU4_uZK!laI6X@D7kPioDWpmEme=vU=}1Vm?<8KgN(};imvUYcMvD z6KcX>I1^B{kI>g)@n@Y9#6z_0CzNp-HFAIl0{taXUc2SRJNRduoC9x*a512w^q-l` z#e%UMf-;SNcX*<-&V;l++~1SggT-YRs-mk z&*%F0-xmgkSqmjp&|5glm%DgBX2rm41N5tI7*H!8hF;FRyV4Q-l z?+rK@nsf@f^NZuZy5{ArnVcT(xr4No+(}^di&rAYLkc*n{UtsbyZTI;;J6@N^wt+?tW%7t(5$%<(+z(mvd$W)A9WgGbD~Y3>pqk{g*7ENY zld~a2jT|MXQAo>S8lQL+>|cNLb378B1Z}CchTfUfPE5?Kbn=FFkOiwdY;{6|C(Dmt z=HH>GOWS$t`f|nm>q6a|&@52bjxF?t=5lZuJ~(4WS(uyqSi?W{Qs%M`f@n#nxw%j8 zGDnLWGt-d7IT?G#C9KjfvvvzW`~lPF3Y#Xj0h_D!#%N~Ie64ZLMEG#~G~fLmjB)hp z?8|rfRl_!5 zn~cDIWPF`(Y*Yx=gwjk{CRl-g^y@a-J!|xQ%WLSoPU(5T5=|2N%zVL=)9l$BPAqj) z0CqLFR4$EB?h*6+U>J~fhfkn{L`e+2WVp;uu6NKYJvVW}n7vv7KS|KeRIy-9{HW6x zAw@7u=JR8<&H(e~2Xg_bS!@OVu^5coUktxxil{!lb~l#MojL;+)K(j07ND1=Q&g zlx_S0kpK=k%pNKn=uz~^F;~78F2>knAu9?|j0uHm_C2Qpu$!J5p5H=t^p3d5@XjYT z43(9%uU6q)jRz~IjUZGlj1Rn>?Y$fdV-?k#`_|b%Yv`_i&>~_awJu)TW|+wR0ADwK zy%`yz+*LesT_Gq7z|Yj+6)V1Vu*dT2U9Y*6T2M6W7?iBhAo7NY@ zL^05Dmv0+j1->nvUdt4pt*=`=gd)V%gpi+|pU>ya7Q01SpPnb&g(U25KT2wWRaW?`>GoM;@ZNr0j4nY zrcGzHwkQ5}$RdV-2na;+fQG>L93c3R7uNXi&h;bZ&@kOQEF`qb>ubUxH$i>Q_scrf4vmjxPP7c@9rLv zFJ;TQ@V$;vSmj-(DLtH`t0%Vwj?rTO<>l&-2D4uY4Qt=;)A334R%YJlLr;ngfX3Cb!uQoRPtY&3gPY}{fr^VbJ=QkaR-v!}Q&M~xRlPJIG zI-R2&Xoe5lu$+eD$%zwWp%MmYInP03`_jb|1}2lZrO%JjS_*6 zQYFJ?uy4(w*oC1d9bcZVmS!~Iu!^8%TG_}(lG}(kM@{S60PlB{8FYI`Ezsos8HaO! z>`>(BWW^F)ot&Q(YTPOAi7CUzH04W^{pNU>_~*gM;as4i3OXfU2o+K*G+|}W#87A( zOWq~XpMpaXp}_Zud{#q$0pj4!f0(HGlxSWW1!X73=|AwzV!(htf`-`UvhY_CUCg;KnQ9WE6FV)w zW&$K*-BgsbO+&$C4unw?BuwEnZ?Hd@h%@G0Gol_C!kXcof?9zlt+ChL;_M} zD7Ms^5DpE%`y*;=Nl30v$s9UxGI3Qs8`}yWGmbnI!gf3v_VbzVz%ZK#WOM4=x$dCT zSec!sHs?pNLm#ycE|q^!AOnxMLa8Zo1^(ELUy05o3%lNK_h{Oz ze8_zn145)dD*J{CTmf8#ieuct+FuGfW?ghJdd5Z0@<*1JQg$NO zOKn6+*n*w(6>ci@OeM-E=HKP?ndLTPt`vQnJv0~K8DCZ^Y`N<~wIB+!XN5hqe-n2c ze=FjGAz;)@mGHL{8t-D`!+W|q5`)eW=13G?0!(!;e`!i!VcvzCobr^(36mr1#{S#y zNVjd?bXr}v#PqCIMK;5Y0d~+C-PK*=Br0C<6 z=+Ts>1Vu|G0n7(T#I9saV8o;%6zF35pqqO%U2D}*6y6Vwnqdx)srA<5URq0t4{4(_ zR`?>x_+Uf`WfH=l^ON@LJvHzO**a;BfK~8H`+2*ir0cQ}FyQsA%jKiLl}ZYFb6^EW zfA;)*8t6aOJy%$a1ZB0Gi0m-`UaA`naS{S)mkGnM{Z;|dYpQDCcH>G4S7F_N+fZwI zkZ{_u;p|J`OT^I^8HVCmY?spsmJ_8}?41-Dl{hSU9b|#3)rIJ#w&?T9S);_+1h5I@ zDG~_vY9xS?3bXI*n%BCl`Pc9Lpwj&Ksx(L0LSBR3^>XiV-sqXbzlc2wKlQjSxmrl`W5`sN&!A3*_?-O_@s)ULNAG(1_A#!7=T~e@0>;C#zO`p}$bUSKT}gIF#a@letfBk>Sacm>1G8}2G`%JogX8FcbZfhLbEFpPag*t!Ai zWm5ak_{t#pBw)p;L;lqNUk#%I{_DuN<4&ikN)#PG6w=!A#a&Nj*J-O$-}E2dbV=eLk+*<9f*+%**0V`l=sa{iTqH$%#05+H^i9ixQ~Ese8f=k0m6{!s!f z zs#&7Jzyi`@3^Adg159d5^~24)m;f4KJq=#0=VRobxsVHf=icGE)Pi5(r4_mgtFc}9 z;e6i>4$ul!*F41wiT$SgwDN0Mi+C`H^kO!t2;$LAb0~LgsL@$L9`J~VE(1yw6pFT1 zNZT?LkcT%?9(vdd?Ksxgp$G0XUMyszzvg}62G)IE=i>&i*%us>RCgIu34Eg;nz>5XWKGXX=GZ{0z5^_^k&w5WgR(R{YVrLuhm?udJOqC zY`Unc_~8APdgnbk1`IaiSo|H^K;pA`6?cOLQcC;5;9-%>cg!|ECNayuw@5ww?K3|< z`XaVnQh#}#B3D7gKN>%P6a71~1SOvtkaPhAG@k7cpy%9-Rsis~WrNn~D$J24d;V_+ zz(HWvFsEY{Q~t%-H3M2UDQ+azQI?*~bi=DlJgm(7vZ`7~$~%IQ!D(7yPQ`S~9O2g8 zFu}mdyx{NgDGofJG&Z)4sCS20$ z=~pbn*c=Ear)h)jdPLyr@{MY`6ki8BK-UOR^~5`CuXxDEs{6H`;1DpQKj+aO91w*i zkmr6j)|=D$adJM7kv4|_wK<@;ng`Q1 z6~;4@B6q}HIk#RWc3syK?ZWT7_v1!<=gIl995REc*04Gdjl|=_I9kkvNdb zliaG@m7g#>2&7JMt?)wzc(LdL7&LG3%;1ZUbZ0(20`G3i(sp(NW+X!)-})?Aq-@s( z;jbnvD6q20h0cr*)?S{75hYrx?$jW%|`F^_u+|^$1{v|Cf zR@pI%$X_m!?*qBpB>tYZEE1;<#5f8mSEd9lmx1iVLE;fiN#5kUP#7tnedVTG?lt=U zk%vhNu+{V{lg??3oD0lI^94d9F#FVPdr`rtu}#zQoPgxB2QG>nT0f-7Xh zBJo2pdcSEtAi28OsQ3Z34w;%t6m~$vf%rwm+kx1yMjBMA< zeb^#P&r%YDi&^nPAW9Q=StsW*p7dbZdMCxzHXba~q6458gzmJEGBDd145=nH?aZFH z3T9{a=bsPuDu-c$#M7+p#1Vy;^@${90NW`0aR~<}_G(cwq?E8txbuGW*6Veb%?&6+ z<$N8DA%YL9ASDnoqq{0Ce>fe58EXZNnQ1!cB@H!OQ(HZT68yn?s2~) zp4;l9UjS}>HjkE^o;ugj8?Y94h|N40f~Z8391yovhm5|QlqaE5!smf?mjX9MBn&kX z^Zf=v6b?vG9MM62y`E~xlw)K#=Ac;5#dHiJp21uLNf^%1UCD?q#Zbi7fU36%W_Z1e zWG&v#RPi5@(W9ye-|Us}h1XmEt{p5##AdsVx&vlhU(8DYwe?PPD_d~9ua^e@hGCog zY`_~bYqxdecz1dpuVL%jI{5Sxoz%H~5DN>v6oeyudjQZ&+5IGhI;N{i7Tugsb&rJ5 za2bt1VqT(JGtGHBpUr2mnpV{`(WBXcJp>cD97-pgX59#6C*eF)7)XgdV#6=eh4Ayd zUI11Ckx+2tW$ws8H6L1=SvJaA>JT&m)aHh(qb9oF?Ok6j+_UNoX;d)-G4`eibZQ#( zp4N}~V5w3<)xC-{gy*xp&}ReSoCA2qx&zw!=95DIZ7xop@$KZ@hvzENcUIo760V1E z!u%q4Gk|Nt^AR*GR*MykW*yz^(=Py~1>kOQ=-OeH&W}&as32Tx+B`E61i-PfqILDu znnI&wCXru3V}THzALxV^X|SSkClxkVAF)-^x-L|D5(b~oXyPJd)LFwDKkj5mdHQf> zf_d)d>s1PS`jp%Tvr`@VV1*NmD_0x`jyapWJN+yuBAQ1GY=?fG&IKxXy2o15BXERrxB+;eR4 z_}DiPK*N%D=)jV!M>379=sQEe`Cce-^p4B6pUr&LNvEkv=h2iT$@`X%fD+^WVd@~q z$oi?~RUE_b-Eu7;WVo$R;_qiqhqir(O73dLSUK@Xzuf^?wcg+=svrx3)`j>TUdfh=!` z3n+PRO?nLiaBHU_KF^3Z0VWilkqp**W^GjbYW+6gE(n#x(=)Ks989KcaoYkW;I6NR zj{7Q_r@tKCp9vDa9`2}*&Q##$$Sk`p9Vu%UN?`sPh^XQQbjgzxsyhz}?H|isI53CL zkY`3ksoc^)>K0~04UKn;7DFXuz_;~DqTr5JBv3$P#U7RB8!kc+0dgskv5kiKhY$GU z${JztFu@a%1KN7qp9AmlK-9Nd9Q3*&8G2ZZi7&4T=v9~qm?IsmT}wn&=13Me#yb=E zY53)yu(=pD%udob`i@Tl*+m^`wNQZ7X=#)}x!7>biv9gws2ep9cm zG3Ng7we-cakJ4ag`2w}?gzncoW+LMeaJSoEXl7(?&uyu3ighT1rMy&Xcbz}4@gq&Gn2xuO% zx7wU(x&eVUk_YOeBwlcCi8Bi^GLzBY^PuK{WNG*s@v8 zWd-2#n!!B;5EzyBnE|M{f5*(_b1dUay`#^Ff7=?8HoptP{U(NsHFE!p_W-QyeT%oYaSQh-ZkBKu>YrPV&6z!FslcC~unm6r)#%8i2)5Js03Y3DWK>fA`Iupg~ z*1JmT23SjKp9NJay~PX;KR|mS&*Rx#=e5YEi++M#-0|M_P;vsL zjYxXbLz3$?t`VXpmOCSD;^>u}9-$PlWWsUO{|ETs!vCAq%M>Zii3U>!ViOK|w>1JN z75x{mArH-$iwUu3`u(|tq%@=O(*wQJ>eb~m(;U#g<)j(MNTK!md|;b(6h5h6o3QRp zEr??hz&tm`00(|V*6-Io&++$zdWx8G$~Xo!Siqv0@-<4Yhx+ccbiNxpA)C<#~m#kXnkT{#-UJeNc5`n&2|y&LBs7h-}jROef8 zcmDyNLAw0dNh#LR(R7Al`@u3$TAXGel7c%O_g8K7i}BV^&GhMMNoO8!D0whiQV$WE_bgN<9fRi8I5OxvKVP-Yrukr-K}9RMX2SVO`jyLjLue4;`X;Dq zIyBHn&kmtDCRV+zW(`om~{F`N}8(|@Jmi6q@N4NXirkzIsN0XB+ zYHL`2zS6@_WD%EB?oDx$>ThifpIBh#Q_o-A?sewK-`BKMw=1^|yzS;(jJdbnj6QPY zf=N%?L&CNt5I}?q94WA@?r#)-FlWQ5P#3(%U{ARKBN1n*hxZHai$`&+H=Nc%ze%HF` zS$|2?1r-l%@KhA&T2Umi8pYnk2fa;0DNhK2oL}h?9CxJXzdCCX;;ve*sBm0gC>b>n zy`!L$J*Hrv(+h-`k!6_xdOl~R8mdyjtk3kdsrA;k5A=Id9x9d5p*GMR+b$_Q*L1*( zgNOpTU78uu;4PQ+v-_QPk+$zM3p~%#$@G<;G09$k(cGzy{qbK$?jJPlRmqSjrA9%D z*%9;bzCi;m#k28q=d;lrNUj216X5;eQ}uhEmqfajM_vA|GjQbv&?gY`crfLm`# zEJ<&vzQ|T0cz*pg&Vf#tSMVZIfmuYe4w{kyy)60>_MNLil(~u|B4%Qf#*^ciwa7)7jC!9~XC_{RBENHPIYm zbvLyOl;VK{IsutA^~`FGU$nr3^M%Sj^Dr0c{^bblAEV*Ma?Ave%hP7Q5+Df*V~iY_ zdFyVh{A-*7_N?(YkWz12*k6juou3rpJM$KMRPt1Aiz?Y2_o*QWB}t_eGUO>W5o*(T5X(_5?q~DaTq={|;|OI{_L!#B7D$~r z>X|dUhoKu3Qe5~HC7|n>efoFL;9qJca^}MdHj#>Y^r$|bkwXlI+4jg;tW%c>jT^-^ z1ay8wz}Wpj5Rz6mFJ^;)W#n?6$m9$`u7vg+*!*`8IK4M`u}-lvi4g%)CuiopW49w% zp74X;wOr=MpQ`IwQCkJ}uEClYI`0=h2`hZKxd}+}k3S)3SXxecJUOpE2%BUVWI;dW zRKG*!%$Bp)_pfzw%l#$SA?BZ(DpBn~Mp20G00}*=3qFc7aTp-bg=A`sEx%>mL?P^2 zdVc3Q_GY{EL$jtLMCVm< z??_Hs%p zLTub5F%+ZZLuTh5aL)b>;@S)+XRkKh)0sUWx~>?(`~ihjA{+nbFrZ>G{}+pag_Aoq zpXgtZPg^T)^B)Cp$AEcEhO1WcY0HKiAzrOB0v=1bGZQSF3~Uqon$8x1n}R#xWvAqQ zcWyIBMk<&OF7%hXhAX}SzFgxf-R%C1#^{&9j$T)%kw<`*NIFqeM_7oM6wRQBQ!>#X zhU?`h_kV48vuNhMxebaqz$B;m#*tjN{;=vj;B>0{Ut{)_W8->!Q{eqWxsHl9%5@pt zwdvF07T*93=_Qd4%<8odcgLHpJIFDzNp#`+n;REMv_ZMQg2 zfX=^^#(RnHhV6qi;;BBJiM;2d)Xt$>uc%&1Q+ErZcR}*^h*B4;>OGB}hPZy!W)VKr zL#a*e2K5MZ^85xh@@Z>UrK$-Xs(4YdtqIzSX7(T&N1OHev{W90fnE`1K-XT_D^N-? z3M|o|UQrT+poBbW-(aBT>M{fpU3H&`H1Iso3Kf@7`v3WPO%oXtq`@gecx-dKz*ZC}ao z&>39997HriI@^pYS+WyJ_ebdjG;ZArnt0AzEd5#17k*y4aI#BtX`>2bWqlh5fa?Dv zH}{0f4I^F4DcLU-n0^a=kdy!^C7O`wAd99j8f}&rhMy_^Vp+rT@zT<<5<6y`*@AC4 znNG(df(ir1Cjy3yObS7}N&FaDr-AnM0M?TQ-77(0_zE)fl#b*gfC=O-k{xg!P;k=m zA`@HinQu1<2)D51;=7unXH|Rxn11CqLv1}n!N&omvtH;7vt$vDl~y*mb_*D-Q_F)D z6q+^6G}-VpTtc_=PC%r}86`B>VCvV?(B{H%U39oDp><5_pP+|B-J<`xHhWn`tjKiT zMq3)*2EMn=u;~D2(ls-CGtITCIQOE#$>AUE6x&njj@bQGmr_Qe?Km~DwNLnnEPXp~E*^`caCW^Jw zU>#7NLAZYRjbU+r3-MhBeSqzla#KUJZ-B(IVtg4szL_Y{4$3ijHQE<*ah8SGiHDTM z0i6KOgh(%*w>{?Xn=xhuJTLa`I^{ial!ApfQ=6lb=Lw?A*%ienYg5)_{VmIqPej@~ zEIsv$ZefEw8Cpp0>E{~+ISsofUatzW4%q)igavOkjSgjj^%S-%k|t!uiX=+x2ZY3R z^9#+l^kyNH)7~z-U-*kdf$MiOneYKbge2p_+n^t#8aKDXQOnR@08L{>4T~gBoFzV6 zF+}q9CYB-`P$ZZhZgGin7@A@Bx>06*_ssaN7g!Nk`h@B24I*vKOcI9DeLW zS|dNoMxEAw6a@3h0U+J2k(h(Di*~FfL8U2tlI&64=wm~XpIOfO#0q!Xmn#>$IQ60ut5Xq5YDiE4(YC4uLjxtG-{o&17CT_cALm43VYevK_$g9 zEEHN{$f|EN7d$FwC;{xdpO(9Ai%j6{*+0LLoOtR+PdH{IPS-f&Q!TP5AkbHqb}dD@ zi=LAuUaP4d04jzEzbgz)TvEyMHtVjIUSz0*KrV;XD94++^j9{>hvs~hp5$tH^4~DDgs5B}e<5&TJ`f>F65bL`olHvTdGQrNkH( z@uo0@r!jUe*bJl=JF#24Y+!N@&+2i4@MYesH)!CMl}+Mu75Zj{3)N5JL$Dubqqw zr^NtPW7*LJDDs5NlH%?F>ZKsz$*^z2uHn@%pm-5n4eFSF%va%cfRY#>{kK8JnM}is z&td}yM4t@%ItctAP&Nip?T(ln0{56G9dbdR1Uv>(j!X1^d3{KqT&e$eeIB$$DTbt= z?He#)o(im<2qy?;`Z1i#!8Tm_3jB`z%LMDbAF#*$1Z}!WmJm8g5~1hQPbL%U~41=;kx6X zx8X7aoD!IS!-Sj=eM-+T{~;y#T|l5R5g_xKKyi>>3U#Bl!O7TjobEq#Uh?If7lRvm z2|GA1?VVRQRI&8W%Lvy=r3)0F9(CvUXq-n7dF5={+hDdz51(IzCKNkQE)ElPs8*>P^8m&fS<-W>^N$&YLna34Sid<37H-E(By91E^D%F-sMdK!3A221(KZsn0?D>HwmsVU;oj_qvLQ>_jG<^4=-gfsQ5uFpOc( z%wf}yx3>W}PgB#uA>fJ%N}3~ZPN3)^#K-e_b5B8q5BV5Y`oKtfTlK>hPqf=7vfsvU z4n}WgPcMcIp976QACN9f$wa&{pC0wi)`J9pL$Kr8g4}ad`oRV@n|8>;FbgK8ke?&5 z0cK-HVF^NwB_h{QFlU*;_9{5x$oJ2I5CMy%>1Soa-`H|H+?+@uKN_6t#er5m9)rmt z*3@Sub&fT5khOGV&31Qfn|E^T<-t$iXj*l(I{?adyT%k|zZQT-!wFG)0&@stN#oIf zk4%qa4#Zm~xTopsn^5}8&Bq45q++IeRnCGZm>2Uj*{60VdU(3`7Vur&islxC*c^nO zr8Ec_Hz*{At{*;h0yCha!`T^BF+f?Zc2n#fg(`i_Na!4@e8`4yCG{hKH7$HPYwVo_>Ik?qzdSTxWkDIUeD;#UXB zR{IrOefNrm-#7QKzW7%06;EQpwOZXjt`Zif#;g*Z#muCu``zk&q}ChGg^u33=3KPR z`q%q^_EUWEEq`ZhrQ<9~436LMELLd--~3RK@=14GPQ_9gf!#yzjZ`tqWLPftV^%EA zQW(TmFoGqq5$P%s3Rcpq`y=#wYu8dlpVk|pb@UUKZC-!M8%Hf)RdwwO+vZi-V2g>~ zxRyr1Kj+HO?d=^E-nqOv=3A_#JhJ63G@r}nwBEpws(-z@a~^2bJeEl^CRL>3DjT$k zh32b`5b&#r4PV>VUT1X})w5bo*HA0Y<4kM62Cy?TfyN+ZlO!=q1kw1$Jyx~Dotns= zPQ_DR?nA9yizIrY%Fea5D|hhmjv7AU$1rY-<%6y5wsrNIM>%kwcOTnBDAaZ>QWP9k znifRVw14^57TAzPIIff1AwM`Bs z%5S=f*Bhf)bbsi+`4y2X-OPhom#}8IH<9XFtbgHZ!W+c_K2jQgs@>*UMNoD!da#Wv z^3qFR0Cl#d_G8uNz%m)x)^EXoboA{Xl^6J~&b>~3_=O4mQ|+2<)rQf(FsTYuGhZ8U z4Qe~+2x?U4L2Y)_oG(+E;l4y_uJa`T89-?!5;~FZ+!nPsjDx?}tm^%$E57~i)#|-J z1Ai(W>m!Vfm!WJj122Ch4p7$Uq(@o6SpxR2-U5FT4gA@;&#%`T%^00aAl`r2!3hOs zo(J1`Az|rFZPL%$q(BR`5rF%KxPDLSz@mLoJrF=}q88dbwbVp%XHi+T)Ud6J!k!uu zJRGlznk`iuP)&bGq3P&s2`5Vdqd5kHzVz)w%s&@m&KV*zj=m6ECa}1W2_P~P6Qtl8Dx=)6@MJV zgmD~TfCVWiW}I{mMqqzB+CFpxcVo~C5vQZz5~GwxrA@{}$P3c#2N@R2Y|33?4)GFz zbBUCP6N!v1m9j`;E`wzZr@pzv6QQD~+!ci5iYbq{AA_~WdR6Zbeif6?R=jyV&$FNj_5_aDS+Vk~PrP#GH2$(`-foWGph(&GXyLJm7m8({+GJ z_{=1mB$j5iNjva| z8Z$N-^5yL#3;LiY8xc2FGCJmIwsa-5Xi`qL#ICQD0-F=Lbfpx+Bk)v4qmmnY%CcDN zbm2;xsW@d54bAkd9`q<>;zUh`>~CPChDa!xjJaC`iX-u6d?_fhEEY@!b6xEnSUiL} zuE8V69K5cYYT$_FAM@SW`YohUQI-2m zeJ-hn4i=SyGfrV9HUtKyk+=Ip=A|CXpmRM0GXEiO!eILWx$a7|ReuUhQ1v|N0v3(- zC^ET}MTrDl92w8e(d}~Fvoz*8@`Lihh61{wCW-d7R|sq&CSj>`wx-g#%v<7l${-$q zaNh)n80X#EmVzIsoNVceFn1p2`8MC5Azr!>d_YG&4Lv%?=i;zv%%qnxdcY|#$hUG8 zDW5P}>liEvjXyW;s(+gSGS!@q$NZIEhGrMs1UBa)T;3Z8Y)rxJ91-fZM9Sb~L%|;b zQ0&@AK+xbLAovCUS$qGPsz}+Ps`K9~>fdz-uxUKKRP#Cq1@PTZMIXzA1?RXrq*$>8 zoSF%1-;;~cy9$_UQZMGdTFm_=%%7S+P)6{a(8`8>^EMCE*njj6)?cYQ*+S|sO9I#n zB#yZJ>n(*-5D_M6G9Hzax(v+M68s#_Br^T-EJ?^NH>Vnc?hy2aY~LTW*qefyB61Tw z*t+Smk2yKN$wloIppH7}W%+)+0nnS5C;*h;w*?ALx(s4E=He;VzO?K}0z0=4A-~UMQV>}eHV<<5Mhn_3Rf~Lo z@J8PSfj0-cb2n0A5c$STJ*S>B^YWaSdCrN6kP{2n0hIr8rK|T(R6e>ElafoaU|Dk0 z+KrQ7aIj*Y@lg^?fiKaK1oYW$3r<&yN92h<_tBrPJ%12Sb;yk=bTJz62zJ!^Fc{cp zbJ{ALHWk&bfd15bvT|TXs-ioR+O`5`&}WCj$*Ol;jAemkQJnbQ44Li++|?e#L*PP1y$bDpKKfhZN0h!Ycz);BYU54ssWm#3N> zK;siAgMV%zr(nb?1FR6lVi{*Z2R4LW|DH=~keh_pPGFO$Ump4m;X}k}+8<`|CiIX) zk#Y!-1tJk%GF_ow1A1^IkEMYZoXr3hj7S(beXxr#-JHo(v5>v@@Oow%%vtn=>zNtA zgsL7nf1KG^3Q?p)M)lD7GhQElna_i|08mF+$A3CYMyNi~Voc16Va|zh)A^_N87&)VI7o#37z}BGI8cyvIMs=4rP-t9Bh3fHY z4uYo!%*}YRA7|)9r%jB{#?P}1ke*u$lej_v?yE5s>MGqrGW6+2BVONJMuK}`Calvp z_s7}DtE_Z=4j?&ZvV3R5PN zt=I0@IW;D7i!9%09?5QI?pZdDi3R*h7JqUVZRaMq&n?i@`3xVtu6!z86a0W%XAvnD@#MR_cH0(cPdWKW3P77KvJZ>&V>qc~H~AWa1Cr*G+fv3c46V7x_|jkuO3Qbv+xD={_3- zZV?a#kPs`~WrIEwpR*7oW!*u~27fs~sPs8N`~a0u#JiyCyg!hvv;Lt86#eyG=td56 z_AKJNFx>sZq{ep)^q3=CnqD34MKZZKJ#cV7MfLG%)7re~Zj-+|2W1UfTJO=)zwOQ# zr8CH_zkEeK2m<;SOili~YZg7ekWBqgfu`&N&G5jCNB;2wM406oDiF#@e}4$!zpIxK zq!)ynh!Y%Nl8F$3eGP0zW#Ndfo-_=oT59nr86ZtiHXp;yhQ2)36$W2iM(@7=;oZNe z(O+L+TXU>@_X^Z!M@=DfgT1Ihn&I0DXsD~sr{Sv0kVCV_eox&A%tEus;*NGInYqa* zJ>is0DM2#Go7Hynw5FI6^M9x;q-E>eKIBCQcm6|2y&`m01-*ih-6Jq4U}L@6K5e~~ zgZ`xAAAO8kR3W}c)KonB#s*#YLy2<~(MukJe<*Bi?cYK9D+tmjlEU-SOSm`OJs75& z?+quHB^W(O6W*hcN+i8X0JaSC*-*u>C}7;?RM69&477zu&k1d8D1UboVB7^2hOL5k zfXIOPt^kc)wlVV>*n=v}8Xl%)UG5}MaG>{h&|y(xbhKH?mZvpr_Y!8e%Uf@-Uz{8b zI9EPrMnisNbe=Kc7OYE`g6r;$ZoOGc{`|F(ztN><3uwBiC{e5n;WxW*8#U&z@PS6U z+87=y6OtW#>^^*R{~PMRngWm%3T19&b98cLVQmU!Ze(v_Y6>$nG?QbxNG4D#o5NXI#M9ZP5bZfo0V*9 zZCT#fix^1EUG41f<8V0h4Y?@=7hFowMXqScQ7LGXW6EgRNw(j`X(Y7S6^Sl!aJ2@f zE(VB1ydAVmqTrJ3G2tTPt~%VCen^tAOMik3#-GHv$eeIdT+|}CfN&*rF2PaAkU>v` z*C$B;D+y#IIpS)M*ilYEhF?hw`jqOZ67C>Ufter`B09+EKL`c`p&0Nd+Xc%cWsE3d z7#Lk5jKlOn8SZW9gr|!4h493TkWF48UILygv{ZmkDvm>ejAqA?$^@h0sN^t2rhk|n zh5=*ZJ*egsU{btc!%ZfXD*7mRRSGV&;x!iQ!*MC-5Mz@N%Ov4OqCtS1B!hrXg~b3B z=u8lbn@dtKiUsZhn}B$EvTX3M66 zA(zFxBP5q|H*|LBshAC1uCOg;PJcs?35SXc43psj8tiR2ipEsTOt>ia$0?C@00$%7 zG3=!bV=+{!V7TZ*b1>6FU6wFmg1TJUjO$dP4n|Y+0mj^G!Dty%rUg^QxX~J=^JcA` zUU3ERYzAB*GDlZek}4Dz^KP59>Pm(UFYZ?^8jN%Kqdrg?=METNN0^R_)* zx!+>09#i8oM-NxTiu8=tltsLR0z%|FN`FZhf;hIDD!|80*`uE2_A5$Ry(TxQK>&nBku8_breK4o}{zxJP zpKS$2_Rx&L#@^yXA|T{?Ka_t?=hM%NQsVt^j^7-<8h4_w!o4N8Ybe54TJkt3hj2moU2tz*^Pm6ziYVwyMxqP_ zy2Q;d&(BZplhx44szwj3!(>@K!qyN`iN#w=-78D5g^J}j;8h)@m_qfIhkLTG7xPtT zwbzWq9X4;hjsf``QGa)R$80ZOJrW}TadU@sMu@(fN1fkZ>p(Omy?TbkLD!G4yeM9) zK=O~*+TmN^51Tv7oQPL;1H8@Aa&dax!WCR|bokme@7ljs?xgQsN7GO3qEG?g+4SY&FV}gURPh8lP!Pb2t$(wl=@KenVqS}PetUt= zjRzSdqe1I-jowJmx{aHbHf`FpylK~lJ$dZ9h~3Tgx?uJ-BZd|MaEqzr)o4pa3S!>5 zE>_bI=dC}TezEN1V;*spmIQq_XoSS8<(NHax>fpex?G*Nt5vK#A{@kq*kw5N$oIty zI0cvJ!H~W;lz(c0-ME|&#nOy=HI{-^8E8*jf4OW|XYF#en8#Y{n2ClE7H$Ax@q4m~ zdp1Cz1c@_BjO2}%6K9__b(TuB$8+ADwX^ef2{bff;sY}&mTj)ks73JlTxc*^H&{}w z9@cso%kk;ivYmZsmlQ%6ag7I1B(uc^k7Z^>l6X8GOMh9S!_)D$>_h2zm+U?1cv}?3 zC5Svqqii8057G;!b2@15R}&K5ZMSrSVjNsoS>iG zdkmqM>ie8vE1}q4Ns2$dNjvWEKI1Ax`KnEM>1t5qt4aA2jNM5%j;_*iKA1c*Q}g6&G6 zK7hkAAqb(4_awV>{Ke&mi?*w~ee!xc3~3r3hPGu9@R3IySh)|m?3dlFzKnQj8#6;> zg^O(@43bSS0mDu9%2JBxyf{M1jXXX`ahIa${(lmpS0~&G7XwR!UL5F^2K``U!_?jJ zVk@pZHbfM?6C#Q{F+}JlM3ha4D4QywY^sE^sS*m089Jz7abh@_YAnud+k#jnsY_L; zqVHd@|AynlZsp*mVhr^xxW2Y@o%0G4B~_!FUQ%&mRY@M1?oS7^YuIMFkqvHe%YBy2)I~x#RjNJuz?78o7Pxux{6;;uJP*9DnmPDZ)W) zIx~?caGFS%)*8F5Cn0)hLj^8A-o}n#87NW`V_5`?;s~HBcD4j8WjB`JXP+*YH%D7# zL^LSKG;N_VR#CqRO&oF83p@@ft=gd$3)=@fUDk?`P(plf+i+z2ZsQt^IgfpxHXKa6 zU8C8zK7&L4w(LV8f0yj;^CN&=q8WkIK5-f%%jPk=SjV<3F;a+qGzLD#+k0#O2QM#d z2$Ml@69F`r;ep^i7(l*Q^_Gt*_+D2 z&Ve)HXc$Z46iLl`{PpPuK#9O=1kp)t%?bq3cr^OmO}g5y=;|+D(fIr4Phb7vTgg_8 z5vLSieR^6MO03o^qa2~yu0Cy6KUR`3BJb9WaaDcn`o7uKW7{3>*21W&Z-0j4ZXE9Z z{poL~dH?V&qjaT+Ge+a2Yvzcw4&M3s1f$t-Dd&4&gi-}>=!)TfxOOWe1d;G^58(g0 zv#e@hb=c119jm(i%W;g)4|i*Bs&0G^kN>!Xr>5=)*e$FG`w}KuDXzj9EMsM|OdlZL z-x`Ng8LJbZpQxg{_5e%%F@Nmf+je+v`s<53O&Ck(`L(pTpqx-^5}@_i*N5S$>-S-8 zr+$YGS$+H~?2CoY`mhO&A6`7JV5|H3I(DR$#PIx}f|vFvog`YTFAxN~{CRzqV5XH7 zBf_MI6pWRKhsiVXcw%OXNGAgPLp?Mbe>uFWUtap|r3V^n>p(%g0)O;jgH_{m?0If# zB%{~2^;oyNW)oiT>weoF>RlMKX@}9z^KeAg7(#FNbRDnM5~WXkI=bY5dt=kN^H#47JFkZSE zp5BahhA8;;;7?88cYlW#c4lSuh;rsJiWzvuYl*mgZ%$?vu!Kq{6&DdTK{!Q>OaWf% zwjbghBtRVQ10-UUVLwsIOB><>7~AOu8{$$Et5^#0xjk$;q`=QZaYf)b%S;OYHDZug z?j4euUHHmD0RKSfUUj`1RHSvru8V;x2S^K@lLSn z?aryNs~nH>>5)w>HR=4Hys#C#>Ot1p>N7qFRNr<|-~R1mVtqgd>U$V61|V#D3q^Sf~l({iKotR3V%X`Ds`5|7x_8DI8GFBX9Bb9 zwgJYdnSKBvj0VJ-6U(E52qxB-st5K28fP}}f6zCx^D)rS4h7eIv+ZzI{V|EcDnrU; zDL-FH31VQv1nO%f15wfI>lru@%OLNI>lwIlus{Y_x~< zQ14%M@qaN2dQblNjJDF%6A3Or$!8e+d+9_%7^0cGh(Rz8WZ`6B^b?n@`OqGQ4+UF? z6Gv?d7G*A@Vn%!@b5r62qvWY{C@CmmT>J*IkkS&|!7{RtC=g(DN*2L3y@EWc!Q|5! zQx`A?_@*iYIh)^Cwg_gsWb8Mf1jG&zZXre#RewawY@gJWFrqjJBXt2GH;d#sq+mLS z&5k%X6HKD|mylsHCx?x|@y;XvR1_*8hZX8T>VRr(*!v{1Z6ewy2w21!xDy7h&}0*V z5lSzp15K1YSuNrQ$<1B1mEbON$LC7wvQX86P*^XNROx7jVM?*%n!E4(6peU?xa$$ExqX`yuos@*7^1>@qd5>#~u736axLS#~p!_%f%4lH>+mYpwW_ zPrMUAg9VFJkl3h52JNs&oXzJK%q+Apm49P|<7Ig7?HQ@@h`tDARd?9EVT+z(7t{05 zZVxS}6!{1SGC+(0pne*?2L~e(cO0HWBmu^3+5sHGDUuXdYQiin;32Ny{T(_5ReZ;$ zc?rflw7`WppnEhf!Blco!R%5@8ITDkhAuo0gE=+hVZ2w#s(%jcVH@6^B0`f(;eXWl zypE^nAE#6AnlL;BSp>LBecKG79sE8~z3l48<`g8F&n~KyqXKQT4*ktEi-;&W8%UXA z#4JON0^?OqA%N-Bsq=+s*tOede{KGneLSfk@fff=7b;!h-N?=A%7OZT(#-; zASI(<@;$we1b>bXkr{^P_9gUq?q<=!^E1?AJv0&62hiZR4nM=#cZcnwdz|kQs9|BS z75xD#PQeF%tahD+R76anU`Pc|ip?yf5+$1uF?`~iK_Scs4f}3N#x(I=yf+{ue{awO zyU=)VFfOi(QS|%kN?(Hvfq%m#=P5>q(Tx&LrchsB3iO`S9u|aXw$9n)zOod?Elmnn za=6f>OCjz{%P6YB&dT;@zhLjHB$dE|!nu{Cz#@cG`l~>%{*>CedP*a~?8;$8F^p~% z;Zmh=S1-wh6^c+(ym(X`jzwAaRgqDPhNffiZU$;yD|rFt05L}%IDx&|*X zsM_6b4VGd3u*0%}iG=~?9hqQ&;;l_*{Pxbss_P$)!!sTZjF9F|y6UmV|9ulok`i?z zQ-BMfOuTO%agWdSp&j=3cWb4CEd!fJyVbjj*lu=hH@v`e`+pdE_VxDAjMGyzZD~@O!(R&t7tLiGOML(HQX^n+7)uKJO3*bRm^Tt8ER= zTR09!&v@8R?O-0hMTlt7Je>gHuHWLorVh9~y$E^vZ|Z)0{{1pyoF5Ks^pY3svf>EI zKtiLT@2$ddAAhc{3F*lnr?e!&JZVTv`le4yhVq(j+_udaYFy^&$q!dy{q*3yiyZ9V zAHvc@7k+~mZL70aWTrX>bG|_6gDZJ$z18}bzz^|-GA&K&&uVpz-N|%ZgJ_<*987) zPZ(2`%%qSdKOT%SkUR;vwV^MI62!s_1RbY2LIA){0RZ0>0{}K00D2A)z1&W<9DR5ZJ(!#6ZGH?P z=t7$etz~T|c^q&VBXEbN-@XO)+{P%}q1gf|Vj#}Jpif+cx~B2PL(_Wjv0HNAFPyY z1C3y$%As!Xy@0eBDy^F_FO($4ishIWT7p~77hxVK7|R0|V%`V>ca~$mSR;rj7bd^J zJPX7>t7k!WDPDLE6oHaa`85gL;bJKiVeVLUUQ8YWub*{C-r=b&wo46LM3y>@3fPaNE zVIat6AVsdlA}T4e9a1g|G$p}E!Te7GRwz0G5o^)DpM#V*vy}3mZ%M%nROPp`hOL%T z{>Fmmp_XFKGH^W1#VdLrZ=gW2N+%--pYqpsvCo)HBLrWVuLgIESP>ollLcbY0>MHF zOwENBS}ELOzV(1qe(qAcR<)$Bc0UU2S*WLmlh2&zAG#Cg@V!c@Hv zB?maVjV<&H1$c&w(zik`M)S1Z!DsmZL4Egd9L8m7W1+66jpMokG@a7t@6=TMPVKJ; z%mssU_tH0^S_31NSh*5DTLb2J>W+XZ9}9$zv2Vc>-ZjfMSq!(?85c{iKA8hQ#i)6v znPbAZZ<-M2I;WVqotIn;VSnWGbyo62t5HL+U9h}8 z0l5ho99%wh-WDK(gVhXwOR>Qj$GVyX>fNB>848SGaNY8gO}@(MTez3!5VQxGxtr>k zfSEwcjj@2iS1fGe7jmCYMPO$(0uCHKXPs4vu42sK6m4F_Q1d+tv9z>}DNQVomPT5S zXrg^!wgQyfcSp?tpbd?A=Rmggsx;S{}+y&SB`Q+xMS%er7(c-9$Nx( zU#_{;gd3MFbU9Kn2U7y{MYh=Kb4!Vze~GHwHlxp;Azq>7tt-ShVEZlf)}d#3IreRL zT$CS5mKGw9Kjz8Bi{6P*$}|LKBRI!>vbSaP&E!ZK4h_+bWF`T%jQ!H?0WZvutPz|oEoeT*AUs1w$aQG>ycqnphsVCD2XF1c<0-wF zPT?cjHQJI)M}Oop_ND2IBkS2iwD;pvFzD-_cZ;m{ilmiy}OH@ac~aeNotZMhMCJ_yV1(&If=s z_3}Olf81f)V{P-}qPphf#Gt_zBFy5)fbk2(xo!*U3u5fvL)a3qAxI&k_*4hs?ag3G z#;5w=O?ZTR@Jg@=FZu@1{fg&o;?Rl7aOeRYpf& z{@z0mmtcNTy8=6ypmY!4My9aeeERCYYqUe)ld-Q9m-2Q+69Y6cGLx|jDSz!8*^b*r z^4(vdmjx)q>hyisn}@_mvRNQb)-ymJ9B)8N^oYBZG$yGTd%u3G4@ztfDGp=79w)(I zARb-a)pb|1tMTk=hG*YD!r}Lu%ST^+$N7v9WQ3rz%QrKEFokz`MrH~lE#*uJgRs=I z%gyX%Qf6=Wd6`x71=Bdm-hW*e`7*DI_i(Qayxr{PR34Ws&(-%iZRBzMv}EZL{qherq&eNGy}f2K*mC``=$N<3*j79xmOc#rrC+=C3aQ zd6?9f-w}*w0vV;Gn^BmKAc!dyPls{dfsLtwkhzBlXF-EM6gGJaXBggGE7@*#Hj$a5Qu8!rwsyHWuAa#YN>haZ_uJ*pzb$t#;i7OF!)WqmR|YOMs()i&XZ|JVoYkGx-j4^W z!#TB>y`RL*_OuvRr@4tRma&|yp4Wo!d8&#_Zpnrjn#>0m!V4pwD;;{+-A+`Jz5wYIy) z*LD!^{+_lBoCAY_jDm#N?Q#zBVEWpccP?c@p3E1D=;TFeMfTP{6v=g(m$!Kpnnbq5 zKB#KAsp@=L`TKNP?y7KIugfg+z0~<8^l+PRSAQpKx!dM;ZWd?K zag4$UgcWU>v&O7b(wK99W4-)Mb$DCT&!+b%ZQ zDt}MIGvG@0&R@2T(txp0h^h`k|L)cK1qKs+2o>M?HehE!ITR+gg+vmXa>SVNjqLCO zH#&NXFd)ZBi92ioZFPclH+T>VY)Io(FT8UG0txHUv-0Y_zxK({;OvP|o~7;1irrPu z+=xH~uw783!JE3-kw98WXJ9xbby}{SJbw}(f^KL)T{~+DAmV38=wM2I?#GP+N?>&C z(D67iJ_IQUIxVroK!L`ZwpwvS8E;tjq^BE-n4nDqG0?+-=|6@BtYy};quhcVx&BKp zSu|KIjf6OorB^6goTgj=DOk)Mt0%-H7r{Ae=bQtp-LKOZDonzpSgg_zMA|o%OMeY4 z#M;^z`)HNsMR>b};5Q`Oev%Qj8+FkP2nGV9ZIp8`9;{bkI8v4}Ef!seb}*@9-vVi6 zQ$eIm5G-p&dwT>AXocn2^6$MO1Q`!x*UWk@_~p{K?f2v`x?mj%>2${sJ<13cy{hb` zF|>KyLqUaz;IVDMY>;$bix#csAAgB-pnaSkCh|cfBZpqdnMpQCHUi@U?5CoeI1Am5 zqBcM{u-W1eM#VALx0jFJJ|Z1Y!NCksI$LfYy?ljdD|qJ|3WSokuH^>24n$Oz7sc%2 z(ZBi@0u=}3!977XWsGd>H<$|usUY;Bm?yvZXvi*l^zz0Kq~TG(`?+10Ab+As06J3y zs<*_@h`;#|^Vtu*T}udzkAdZNUylYUbr{>aWxGD3lG~$i?(_*0m1J6%R))}Ehg!L; zmKmn%<1;hpdyqz1~ z2XHdEsr=&HMQ3r5N=Tu9*ncjnbaQQkbxlPAks9w+2MUD1=D>z829hxjmwJ*7SA9Ot z>s80z^lLjqHbiMPeF@AQ#7{$rISD^HVBR9lf7;uTK$P>d6U@+8z&gg|kZA*7Pv{h% zfC;rd5?YUlvm6U9G(_nf%nTS27{xXH>8A@&Tn>C;W*~LK5LAgXiP({STzdAs?8{!k zTH&Ku4=&~yM2$YP6BZ9l7YP?u7d0EwMG0nHiV37=(yF4yEFou7MLb^+rPZJ+YJ?~1 zwzl2`>j4ZQ08nyTXn!@J5fFEfkTwK`c(&WvNa1z9wMmnd66l5d-4*2SkRYAkTZz+l zNcSfc-Jp?C9wlRcaF?a^*M_y*b*2j|FQ)4;4JxUEJ06* z&kcWACP5SNCw~bJsQe6r1OAsu7^f0{kimga5^@Pp35sFP;hS?Ohk)Oku+8Nn-U#Q+ zMK`^8c)0~Ozdth^G9UUOnh(N0zlZ`${K|g}8u%9Fclk{qLf`bX+gEX%-oTC@dnwPC z&>y-|{b);snTX`+jAP1P14yAO77h7PnQhD;WsOGOLE3AV zXZiGSX1vIQTT@l)%%2`4*JuCq(C3XP((P~cA5pf5{Pd-{;}c`^PzEx-O>_g$?O5*J{sScParfOpwSO(+k_n4KE;#*(Kl1~ z)DgQix_`BQ3KC8b9|lgK*;D;|S7%T9EId2#;Mt459b*b%X`&rt*FDpN7)!R6==%5G z!3<4%N0~3oEc5hGItpIJZZiv;?|oiuM7>@#d-Ru~{w^;<0cXCg>MRXan!ff zs8@pLS8+kf+kIN(b_oBpa8+kBut!L67JsDASAWfb%e3&&RbB3v^}fuW`ujKgqVU6( zS+y_frfOvyWD0~lGRtty52OkpUzX|ZZ%q}+Z*dh=h5l3RwtW<(j3K31|Bg*)Ox$*P zE`uk>0x1G1kpL5GccPzjiF<9CC9mtO(R?@|8TDSifKn5c%Cnq%d1!#k6>lAJ}S4A3^%9?EEp zmoHZXo%si0v!}nY6xwfBnJXL4R!zAa4&RZ@p?<`cOi!x^jVQtV&Y=mVj+BE{p`nDj zYHB)|!k{U2*<4%v2Wm79)r1DTmvIFIntz4@DS}6f2^mCzrh~t0%)YS&RKA2C8n-0(INOsYc+6--K~EyIFGp+rh%Kh;Kz(I* z3+RDh=THK{u-k$VK|UQF4`L-uVjxPy2unERKL8nn*+UP!MResI($xq9r6A6)9)C}g z)^@K<@Cniih|MTu#?o*P&bixZ(bQvAzI16JK%M-l4Z>Du+nRh|L+YPccOhLts=Iad zszM}SQcrP!DxeCu_Xq(?l`$qz4IzakXB+TjEh)p;WpkaO#%oELtxW_=5CIB0#&E{K z?=x=#8+*!7E45CG zH;eed6TqR8W-a}sA26%bIOoqYa7rNhw9{uesdQ=LnMqL4vN5A;!m3rc7JU# zn&_b09W&8A?c+|#%H8_sQBBe|sE07$Fr-_0gw=>18OX(;lQ!J=u>lxTAHgFatjU<8 zrx<~eh@hym94R0o^Jq z^K8|^Bohv+v4$y}C~~`os1w?){jD$g*FHl#9vVW9M+>RuXd!=qkUM>b zg%ALqev_7Uk=4x!B$nsd(j`zKqB(uq0)a$IcWChZban%2m0cJ;WHnCkwdb`4@U?Xq&SJ;LXI^Y?lI~uY8&WCmuMNpR^Yq3 zIV~e|-B|>|A}ZVi&(tp48%AH+FI%ja&iwQov<>8Az$fG5X@3YkV15x8A0;w)62^6x zUT(Q&yGqM&tj{XD$&a!6)6OYCo5MLoOK6dmH**)42Z5htF574@VWyrWMK}h2g(UWy zG6NLL+GqMAoOlE->c?hn#4FvSKZ+` zLO5pY=%fDYfPc7>#-ki2DH37$WB;hk!tNA%ddOjU%r&x{zMN~~4?{Vfp1ZB^J?Z(R zG%`Y-$~VWhNOhY#XWTyK&9PGlcB&&gWmF67-nEWN>3moL-W|X7lmnkhB_tt-Jd^`^gdeNH`p@OLLlR&+$G}QWkX<|t#cADg^#22s!JtEvL2wfoH#8tH zAa7!73OqatFHB`_XLM*FF*i3jlVKPrf2~+aZ`(!`zWZ13NCDAg_QgRCb(W$SBMMAl_NNLbX&$SB;6}x6cO3)y#8fNlK1u1AMlA)%!7{kiISW9f2-FY zIZp^dMhKeRFB5_=jf@gNk6CiRO}?Zb%hkRqW^=|>N@gUzp3S+&>1{TnGJUq|GTmim z^IW!ps?D>mE1Iyisk_#%FYB<@tpjCQ&D(6d+Z2BNxvUoTiP#4$FfmF#U@9m)y_$W! z|Mm4p!qmY2U_6%w8N!Fwf9_e%e;t`?jyM@Iy#@6|r|hCSphhCn_GU_(z!E7#hg_5h z&o_B593w20=X$`5Kh3C0i}}Lc#S2(Xb^2IVEjW&#Ad{StNdyQpWGM7gvFs*nApj;q zhin!ToTcw>tqA~tF6+v=ns19mnN{8_xZ2{Ie|&1k-4qls#y|lZYS`2(f6t^uqL5LT zI2M5j#KN2+4Gi}SAS8IgekKW`m=DFbMcHo4+}l@FMYDQ&122rG>$)kw*Ohg2mu&(; z(*Tq~O@fip(H&8NBq3hxW7b&gGnTeH=Lit!!EcwmmqvYYB9~}*QIX&;PCGe}aNvwc z{u)K^93w?Ja5-mv8}X?`e-cPJV$66V8->CmYCIeWV#Fl#6Nd395XeZ=E52Zy_|L|f zfpzEnNU3qm11EhQ1IsBBgLnla2Tbj*DYC_Ae4Vl?g`{Ca)^|lUvlxJcdRZ|ea8zT4 z+%C+x4>JHzA5tLjDZq?L;j)2t*}#HqThHe3S_AABp0?dr?Jg|#e;_t-Sputw6ke?Z z|9)$wJ~}?g?Id;afqOV(fOAtII_LNQ2Gsrox zF$@Qb*<6IUyJ-rje;lI7T~&q~Ib7h!nPzF-Jnq}IUsx150KE;{+akA@y3Q&{l~ctf zz=#_NAL=c*Em!LqBk5#)!Qd+!KJ;gI^11KS$UIxs6Up}f7Kti?J7(k#3u5-ridyY zbggSEOsthij~pP$QMmi1_sTXAc@bDDJE6 z*VFFvylC6<$wDmbJJQxOcTJWTvA}Fw461g2OM)S$10pi-pJU?mKC!OK{e!;%)ytJ> zUU;4+yhEc=Y@GW=db9D@^micLH~zq}|3Ce1UH<2Xf4jRNyeX=n7+lknpUvIeVw;n` za4*M$3_}XkJ)rU0B}ZLw~(K1 zY@rIF=al)88q&`c-fgjn`fZ0$|LyhTW)n;)HpU=Zq)C{InB>c_XZ1cP!z&JLm|}tX zF{i6Iv8K=NnF64G`?Cgzo9G8HbX*-i+;Zp5_6J}U!H2`Z5ewz1u(0HbP{YG;H+`LZ zx^sWe@sQ;-gj+U(iWxk5Ev3OmgH@ptV{9Z(Q~*_uExld5xO2F2c$c*t??-?{#8war z-8W}j?!H4fAREw2?`X8u$zPR&0q*uf5tq_V(wz`H007;x-Q3=+J><)n3mb1y@_Dlj zaj}W4mA{*{{7@ri`#9JoNyVBuYqjEe%e$YKupMF?ArrWhow~72!bes6LNLp^m!nZ( z2{GCIz~iF3mPLSrkfzh1M+fFHmQYn3#PzyLHghvZx5w&G!k)#1XD>8iw&n#5KOPlm zc&NG>QUF8b$9e|#^47tlRRT3~Tb?gVO*KPQlkd}vHXuPhC_7QDW+0ZYU4wEdE1zT- z)1^GY4P=`wWD1&9aM41vKJRrzfNnY3j!z}1W!%SyTIP)&4p)iU4>aq9AFDf%CExEE+ZXhtQCIbbI(*B&U?#3 zFOs+9bU3x<@j^4o6H_hBAqW0Y!y9DGbQL1>@iVvamo{0=G-~;lbItxPmdq!!gG}zX5B(90$iY2jyz{4&Z{ zAN~^?UMK+Z4P;B9093dU4mZpHcOEng`~T`}ww9dB8Yjwsbyh(P;!29Ojlz!i;(P0X zZ-q~QjC5ZJ8D?VC+2<=G$f<}XR#MzBS!<86$6r4*i%bLyp{<>jq#mXz>EdsdHBXc- zN*f#7*Z}ekgznQ3wQ3LjFu_T@NnweK;J^G<+2MNPwGN?e2gU*%GYo9e&8@92z~_jU zBn+$Q%(;KIk?FlWy%9xXqS;f&`Sg3?76ESy9gYc)PXiq{_6v1K0WSbfJm;$FD#urd z=tPbWp<0gVt)1|-QMW~pSI~Ai=}b(oL}TT$&+m7)lLqhoerCDAsNoAZRvHc^F*7E{ zr$NX$i^nb_vsm)fd9OCpHc~Yh#{uU0 zFgx{K^$7d6(U7+fNF(mS3$VYA84}tr_Jo)K;}Nf=>|;pi-=zlGK>0`>-Rm+|AewKQ z=2>&K(jRsdx~(>VGxuiGWuA=W=7MmbdJx;HnA-PL1Q@X+yM{8odc$IY0~B+9D}%P~ z^LO%Ovl-5E3X^QJ-gsAmkfb*s;hpj?1eW0=rKb`j@bcf=WaOg47ihy?Q1}rg?9*AP zd;Eo>xG-0E*U;42(0HG_!fbG~j77S{mN98~N_nT!ESVO79!;V{+~Qm0{8$X-axDrW ztusesKg+Ra_Xd5K-_nJ#o6bGlEb{-_IKWS0w&$z^bxf<>Fh_U zaJ4Ew)YWn_06cTlgJcj$+J!SYjZVfwgF%qc?#r#+#J3ewhNrm4uRuBFuUO;W3i~~u zOfe>J@lr41_tTJL$b=uAEbfCKscsi+Z04) zfhX9k?K$F3Y7N&T+*1qL&c}5HRmZclUDt_Ow!0jX_x3%XRWu?n%2sSo z4Zm&=0hpjbz2eazADiutzO2*=vKUuZ$6{Ofi<4s)T>hdBcSA%E2{Pv=(zWbn^_zy% zX5xStF=9i*eO=Z2oXCI;ipt>k^vh0=*Gnnff=FvZb)HiT^Q9J#e3 zOy~zzfg^cMfGhsl?NWOg)=ay*c(5HO#iR}ndAip1xgLlx5&TP7zQ2+)j5PsWKMnp9 zQkm$b>A&~1sKPXCK>b`OQ7~?{@Pb^ZZ=k<{X(`BsB?txO28tZu{x^UVSc^%52((Uz z`t}#GKqNwfasF3w*nlxUXox^&b~sK@_HYY!xNqRUL1?jHM~qwh_P>A2&i@Uf{qM)L z*rFh*Az}Uhi4FIECj-&~QnY2h#pZvKI)xt)d@xFL>Gt-kVkOZf0_*}aXg^%&5*TR* zC;wiBhqCsL7<2HWtm)ibb7t7FX7~Xl_P)+KD!5t_&E(NYIi@d(SjA-W-OQ6I)v;GL zc;DEDFO5fWv|f-6{M>w6wBZVGw~+Lf?8p2ti#_1!@5;BB0H5t|HxXZxKML8^2Ji|A zZz&tZv9NrIYG!<$b;n{@j8kqqm5t$TXJQCf(1N7TFF^cs9FX)dQMbu?&p20@-yhy8 z&ZjB4B&yNyoaz9!*z5b#@TpJmmCL?g+TTm0l4oPDPGA6U09+NQ#Dz6nNH== zd~FlBmUP@k8mhcohXGSYU>holQ;4Rf5=xX+ zl{MQXj$#-p^RrE`LTa=Z-cwq*J1glY9C$PufHs+1Ng8gK@sO1~Srt8B9nNeTU6lZ; zRM02VSkVgxn24puJy>m&D0<-5P_5;7GkJ(6lx!_s!6O8L_$O|pr)K-Y`}xD9O{!E9 z<*9oGF|K<>LAR2XRI|-$qvP*XCZ}lCYOz#AIUY3nQjX2h6?&Hc+ORYi{;>3}I_cdL zfaSWq2Zv0~Ltq;x;_;!lEZ@D2E>puTVQh#DzKY3h1Fr^H2Xfiw6xdzSTRKJBo-2j9 zpx5+)p?SFxL_Ewd`ixO{uIqZY=dR;EzF4xzY5%(H(V$I7dwVntde`+AoLF2S`8S~v zg04|~$dnvA8M=E6lz*JNfTmhA8t`c{eV1?D5X9qSe8>7o1F7~OVrFV8ok;1+SphmiNF+>NpWJ7AysHz)%$P>Ef^ju zH(|fm`Nw(Sg?fu#1=0ZN|aeEW)+C3)oNwXYP7pP{PCzParHYTeiwwqt^qN8 zt=g7zc#rezP%8u;u&Cu2EE1G|>uAS4dAFs9Uw!&mYS>b9jL2}go^R?v=mAN|>s7QScqtgF%y#NO!M)b|LjT__|G+C` zBq-4TtMHuvn_2R(haXWReS`cB$~UMjN7QIeYX7VAE#HTMWF%0w|14F-{EznwXb^=~ z1qj(`xKy>rAy=fG#v@Pehi*3-`IBsI5<-I3O&Iw4IW@-s0Kw|RxhD6X=eK(uChqoY zdU2xvGcjjnY~mwGbaxnMW(MD94$0pO?tg+L;knG=wr20~T~E{4OnIPXKO&5S?t@LL z#rMKoKn2#q$tDYoa==0!g*1em%cV_40nVS~A$KcQQGfMCD?~iK5OS>?(agOxGG$yp zYv=CGhZjH3EO_WtH|Wha%T+9mm*AidQ6#~VYgQJua1}?mlEq(H*Agx`$Xzz4W}FLF z28`k{4VGlSn*T$g)aEs9C~`RL*{+f=>m0I^beJ0Epyn$G>6H~k%oD_qajVUyjSd0d}84#@!7D}EP%~izRiW^l?FXiLoV@uO+ z^n|%@g&}n>z>#FI8X)Koa%EWG{?LKGz}Ta;U*hN4TK#2YX#PV)KPkb1 z3B)DQ(o$A>lVKWS!>O={Ez;&6*Njt)jPsC@E*M6=K<;X3C}Si0pjz-{yay&g4sSK{{*qdF0{zv1%$(-Uq$;YSo!;$Hsd8~`k_a26@zBfG2KcUFY2QF zPruwqp$tp>{1}v8V8f3^;j6W4LEq5}gI`_TVH2cq<) zL+vNXLo7S=y0Os001xY>*)F}&AVK^1(N7>5ti>u5X!C!W&w^UJGE(9@CDcNhAMx^M zzdts62VGV}@m{Z@2`sp-nTcgJ`6phm9xX@Bu3{2g7@;Ix~LWMc@ERadP!Hx@FckQ1|lX! zm&W_k}hPlFMWHc9@BDKEBH z%t&m5g2sxYJi+(JO6iO3Ezh@{)@ACzE_WcaJ;OpU5tMmKSyh>3_i{lVGI~dL+uND z_#2HfH*OYx3(Zdw3Hpa8!gamucMx%b(Nk@XYGgjueB#>BmkGFxj3=lVMS#Yf{5W|# z>eJVi@x&T?eDvVSg>+Nn4D*wysYK;sPCezjWQzL}SpYzX$zPUe7A8Az-MS#ILr%l9 z{R!SFj4jUvc}~nsf!mI$Ez!7O7)`Bpg;Wy8sVQY6_#28G}CwEpGUVcx<~ z2AIA3Y-osukKj|R-akDBNvT9bh-r!5cQJmuq0@pFhcNlYg0H@B1{PCTg~f=o0R1#< zm$m_2;;yJ;nOt(pRIw*$eGQm(mHd-inA-nl>B+a3IoXGTqP#UJl~>9<#{^14H`gKv zFhR-=JI{otT+nGv1mr+5#&ctH!~a5$2t6(yU4t=79yleI-e^RMkrmeZa!?6kdQ~cZ zlvtiF8SVMevE=tk=As*((49{hYlV47j}if*JENTqlw5lwnhrlC+rwxm_JfRtF~qQZ z&{bV}jlK^(Wx3gS6jEwk$9zjVUgvQDI@&AB$`L%v; zV5M2M6+^SCQVE6`f&cz`Kk1&wz6QI^$-j&>cv0UV2v%_Lc^5it`@F0J| zNURLpM_5M#%Vbsn39aR3abTD_c|i=&?ko&sT0Bt4?K`E^Yfs0=PDXWf@vEcObOx7n z>2)T3h?Q_Z^6K=XApva*8kZj$^u4qewFxUIq+n~;o=k1Ah>_?Hxt+Xql|%*iQWq`W zpR6whKPF$-axk{!v3rwVMSvK4PGI zI=>X-_R@cdQRU~*pwXo-X!O{se|3{cj83kcYdQK-k~&Lp!0I0T?@`i62Y_YOVa87oXsa~W;*?r??q+* z5m3X)9y)fPVV0vvN}#8E=%u}rmv;F=e>~V>PsOL_-?F>l2iO~E;4Urug2Ib>&aN)<5o2SjQ-LEulsK>}*I`35ZG>i> z4TkQ}OmoWC+ssJgHGN%)CBcKx>xql282>Xr3Z|2PlF?$}$X-WC(Xi>nh{G^3lt2qC z$(ZH>ZrC7aH%f4Dk!8^DXg;j|L78;@F9Fw)DGJE&)ap-_O_}8YMHfOQ7)RJU$3Er2 zhJyDPYB2_IDSmgr2Oev($>!puvGtD#GR7(ht7-}b^D|3iS{3#gI^^5>t zc2m8Z?K!UShNH}zXeZ+o#kMx@f21|pZo0r!_)bHMdDtkG@f+!u4UPk`k^DVcd)(jP z2JVlMQKavQ)HWXOYZ(KQ;wT8txncP~AayX@6TJ)UYm4+U(7( z4Qu5~lRy8ZtQi>(an#jbpvg`k#dbR7nouky(nRpXzU+&JLwq3Zyx48JYRtNcP#Dly zcd+mo@7;zInPGfthewYxMBjAKnJBctR)0XM=+IrrJ;4^rJu)z6ZRlx)vj5|&m&@31 z@p2jZouvE;Fme)=K>f3pi~!O&dCOpTYRwc^#`oh-%u|E zV{ptE(s|r&1jiXmkBc~SCB`x`^~hx3kzXZTs>m$5fG+|4o5&15AlG7fhvKMw-$_c7 zcto)1a8Q4^*d|tOjDi~Yb({rK!(f)3^8t&&tZ%29b}=#2VW%Yr?VY~WSpQdN8agUu z_ASXyrXr(yGHJuD)on8O`rr-F;8Fzf!`|`KBbaeU?=pIx(Ygk~e2cy`N{Z!y z?pe@`NQB$v#(mml8I~Ecb69hy>%uc&>ik`B6aZR*JG}=)O+&)~f@Vvgw{WMSF+;%X z|Huk({(`2lcTf3``vurdgoFs>XMvysPA=hc|4$~y!NL~)m4)^V`ZpNgV19%34fZ!U zEniuS?(*89L{7VYx zQ`(>9FGoQy$Zo~el_LxEa`?g87%!>o3iG=|L4`>xX6*c0`MG!P!(K+i9p-n;^J?Smbm)gND0Ecy~P@{MMFNBX`o4d7BMmJ z&$;;N>~}bO0C?p=E=@5UjS%oTWMw+WqHqyAE;%87kG|v3vqac5XoK=0Xo%#v&{O3K z^gVP}N7D%&cC(a_&^B01q$ff{azAG?$AhbAl3mhVjPX4 z96hafbfg`UVLFsm>$;SQZXeHk!f^ z(Z%boQToFaf{TyulmFfKXFs3!48FKhGd3xMLb3Maa!==K@r>kSYl6@d;Vugoy z&Fg0xwL{wGuU#!j9HCK zd++&}JBeoZbIMRAkYq1JN1J6R*Ez%|9Wk~1*-`KqttxKMrKRJ%x?q)_Z4QzDsA>v zRBcVE5TKK{B@p>^26`wp&)Yf%r#*FQ-Mm-Z9d)qbEWUnP!wv1n;Gn=xWv9E$k|EYXt96;4n1jYLVxM`HUIieoZ&OucGwSh{lu-j7DLe zQQ6j^E_v85sd_Ql>vBnYAb$2Qy~1)gSU}gOa4F2P`>$s;L-_jLG9eokcuW`>evnyx z6l~M+^ptBumy9b2sKD(eUvYkZki$T<5<|noPZ_0aeSX*h(!&YY7vJobmp1ZCGxJ*i zVJ!_eFr1!af$IG+_U55VdY5I0W|Kh~oe4^J5pb`i@+`oDHet6n>Cry(WHdN~XT_aFxLax}76UA~>u!gW~#_f|~5tlqrD;0=qUsNGd(j%?$FvN1c5W)Vr9o$`;e=&R_pd?M{#P*uBf^xpD)1 zUye_NAldnq_D!zIa$=k5S=rfxL0eh2d2L!J$7F@;=c~95x9HCpNwB{})#}8K-0H`q z4fZ*TfB-5nc2N#Abt+-LQ3pV0+HH&x= zI*R6M=^Y{8UvQ}hi?c5?W6Re(AR(}4bWAN%#l1^(f1ey&m{j+A>BK=rGrahZ5bS?~ zxl*C8?0{{-v*88WQ8}%EM2;RYK=ZaCqF)g615ioOBP3iK2Np5(so%Maofu-yMFL5+ zSVDm=)w;y-COJX%Y&=vR2StHhwbHn;g9m6b%kB_P94Q>iLuN82>`{sohzL0D>3Q`- zLEGJRIKfa~1S0nw;hcRii73m{x@_rv;rdtE-G<*z_*=)dhn9c>;83hh!8L+siKxKB5%Q2V)Fl{3E?sm|y?B`l z?Rh%^@Q6^xU)PeOlHxIAjvIUoX2ODtnK6LZ!`s?KmEXg5Jm2g%6t)Dr?v;uUo2HH6 z#1RQy+APxmF>AT-FEEf%UHp&h11nBB;&e)q;4^xZuE#LvpgBA$^1%k$uK$rI;Orb~ zsOsl1KaTQRc3JhD~HR>JmzA1!)F zUv{Y8xrKHK1*|QIx{$foYvy_oa9E?ex%8*DQNifsyzuK^Ye&}7+K`YA)6<>UNilyT zeE$lZ!M^($7P{LH<;Rf04#I|asJ|1p4T=E}eY(TZcab0H2V&K$9@S(FTDtde#B z=t10dLsYTe?^gdJ_-A!taa|J#BQ`O&k;~_zjoFZ)v6$I~@oRZKo2$W7{_*8Lc{dJ5pommY; z3>pBy{GVk+F)-T-j*B7bOrx(4Fc#93H-Ee~2%yXJ~t?`r|ZXbc-wrxbIaYf12e_I%% z`cw^Y$#mi(e$>kIR*-P@^q?dXTq#<4S!6P3A^IP1E0m>>+P(UI;N7mc#$RrU%;wzB zEwFrHZdl?eCG}^eQ>VjEhIh#*H>>k>a)_~f9l3~K5$D^q}i zS?!0IJvF%*N9kE!1L|wM1-Ko9t0>pb*N_-IsU&5_(W83(8MG2JVQ1iAv0&Dj9+a0!jGDMQk`I8$yRF^|{xfqFzgGho`AF8>{c_X_!r zey9(UQ_V$PACxsB*wGg%wEgG>ZADO8>x9Fc%^`$KQ90651^CkS=dd&lBmaAhoS{#m|6;ndC66nxF30PWn0qT=;=03E=$Qnu!?=t`k(tU|*wAD7z|YNgqE z3Ai@p0Jlba%F0gm=CS6w84T@p4_<=afmN=OJ=_yJTY2`ggNRcE!>S;WNIVw0gDky@ z&)vlVFs{e8&J0o?-jQ17(QgS`AWmgD2>*-NpsPrU@NebAjkPSv_N9yy8VqZJKkSIe z1l1aCZ2?-J2>Q&d#jb1f+lN!>yh^L&hQC|`W~9iYHHvTd@#OoiP^KgGA(CROseGWn z^X;|4EjYMr$)xE>(*rBK9roi4k!?$sqT7H0;Po!Crnlr~Qy+IDiS4glZIiwinjNoN zBk9EU`ImHK__LAA+Q#mKc1ZDkC3kC4^Ir$-&ZYg5op1 z9sTuwE(*>Yjm@@eyRz_>x_xn4v2Vs5y}Od!dF@NVEML-xS75RHri$BNk`_j-(Q_!K9?)`1?Ne|_61f4OiF!>AO#?O!ErR^*%K|5mh`NcQ z6c$BvJ|vAFabTpYcwwrXUb}u_h+yY)jVS%yCGIPFE1+$jv02=uBMGad$uW=wGqDrQ zbg?7=rPbkmTzjnD@bNoCqLWLVVhGH1yu}T{e{F#a8$c{wt+waI!>kr|@8m3DQE&rX z!z}??_!lM<3J}@H3+U&f*QfeZaqTo=u@J8SfYy!^r#doBc`=g{^)lP$ zmShP({sm48gNeyS5x3lFcy!(<1Na+%j_q7SaB{J)`~%u_TyL2QIZwvp1I(4L zodD?N+XyXAhA6U!8DZ>odwHQ_eUbwB4aCDfjM)>RWV5u(DC-V)5I%I0fdUc9zZKar zMorOT@pAt8$0=!N=m>S^?BqZ`$2>+#ePaIzg*Xuw>fNkU zjv8B`?H>BjXcZzHZg#TgpZ=~0w~qO))l(9Ggs#`tr}YSh$4*=;8tW)Wbz&5N6x|q( zHIgRMi7>%UqKT(MkgN}(W8sETNVDRhD#R{Jmm?g_$b5i|K<93tpG7hJc@GY2iK5qv zp}TWH6c#iAhGn+K!U;$l<8lSdadfy~_3!EH6~RWpLNka3pXqG~(&gOK#ICij&0-)2 z$IH8Y_$^)pEG4oeyWJDvmc#^*xReBsoBr!wQeF2Hw%Y4*;?T0Lpu@KUXFYXRma#Q+ zwP2fbQW6H>@qLu|Ue7ct8>3KNq)itR0o#-YCT2=-DJzeO#6Ks1?FIs-nSOLb@m7W? zSFL){3B~i3 zdJiLws|Au5Mjf# zWQVS{^jqVR-d!O%yxJd^2`d!%+2k+5iv2?ZD6#27=1Jc5_34-jpwKCYPx~W3esq-yxl8SSPJf zwMJJ2PQ6I?PrE$fPFv>N9C5}teax;4pPKb9ap-eADz#g(an;N7TgL;L$(^JkGAeHs z0xD;2T9%C>O)RfNHWpNk)_=fzC}5dCSlM_Yk6~8G%T~7Bh%f{aCdFuUx((GIz;4c` z&T9>^e$XEX4EbDRF9jEAN5vs60 zZoQ};ZA@Xisjpyhzg?r10sK!q6ZofeqYZGFgYG)EoMxqTpWT<4(PG%vmUXEUq7V4= zKd>GGC!BJVBuP9NBs=+?{Z#E@0mj!kURG-2Uw#yE!pWjHN*JQR=xQFwy=wKpcLql| z8(PI~w=H5G$HTtMMm1~3*OcSqob)TnNci+DNQ9Oltz=VB@mWHV4WW^{=ifh1iZx@% zlGj>>ql+c6nXk`%MQ-j>5+vc%T12a|4QKuok2P?`K8+27uzBfD^5T?zfL63e$0L5= z92YhlSJDyX6wDH(i*1!hJ#F*?c$y;SaqvBos1A-&ofQwj4mKxM_diJMHxLT)m z7)3ghIuuSxltD%>tp@KdKq%ReAoqf!fGtaG)M?77Xf$6!FJ36Tdt`-WnVR_AY6LPR z8a+qOR(EFE1C)Vfo4|XhmDUR1egQyKQXUrZ1|b?iA~wugkD(?az-j;9qD|eml%!#5 zuQp^SZn|iS`V-6dTa_{_DE4o{|R>`QeWmlcZeHH znnn+^7f~=k08cik5EBStz&W{i{&P5MaVe!x00*$Ltza{fPGD?i(1c2N@+&%i z4*-`i0779a>zIQ=(%tGLBOxLgM+zQrktw7vHl!Q<@E?*v#*@imjjNJ}2-Oxys*0+7 z_{HBmc=c8=mD|Po*9rG64n!3*6duiDv%MoWV@x6Y;f*uKlISy~yd7QZ@tNrP;g28hcnDd63 zW%-!i3bGvUk4L`OukEZ3OTX|2QvaRURi8q)&5<3C@sx;SqLX2LN=IH9?I0Z^$I5AruvpX@qRhugF%lK zY~JWy6i0E!mv1sXT;ixt8u3tP z%UU*DM77&|vdD`Ce%8^O-}c>1^G>d+#PJ<^GZK(iE2k&fGbKTIRNVE3iG)~Rw_Y+` zZd}0QEE3;XUlSDNT|ND>1c#PURRB}fT$}l>Gv1#7Q$n)-62B|$<}iok>s$AuIV$&9 zT4!c>f%H*ST{HRngFB0_+QN^pmlHqszYdNTzqjbtbX^5PYpaa;eqM6eYLi=2k0=d0 zUqv2_M;NS-u;N2O@u2?bn1?6gt_oEkNrVG1^PHG{`Z=4BnEna^(lXF|uzb3@u|c7L zY;pfhcL^LvgI7oIJ+u8sH8G)>=He4O;XGx_uLlRzc{;@Uiw{q()H;SIdHm1R{~Zr~ z{ZZ#+PK=g6zvzA-5bd~ba7+*6t^8I`iGG?s{?Hp$mmF9D9W?0Mygkp;A7%0aq7MUb z7esXt*D>Icmc67%yA{9Pcz}!*SLD`-AHF3x;u-n5ZsJbI`E9Em$A*HdjHZbp2lqO> zQuj!?JD$EgsJEG~DnIZ|x$E{*R{9g!!KSow<6BN2heSl)KHc2n@3PV#sB9%I$zn43 zHQxW57nj%Y&Olg9XPn{o6F)y6UH1fVV=FTC!m&r%S*JaNDh<#Na_=5_{K#wvuAQQ`DH;q$xqX zSs!jsqT(ct&d`?;aVpk_CFQ23CNN|{5r0CkV`mwzqHjKo;4KaJJDTuJ^{5O09ml}& zC@j#}iIsh{AZCSCLfX2wDwW6l-Hw)iUAlr1h>ptvVb8X&2s07xm(K!FIdYrKL31}< z(MC!}yU5F05z}yAE5N6ESntOa)jJIxGIHHmhuFJGZPaY}B|b2*D%`WgeV(OG8Cxkl zmEBfE5X0la0B3i$JDP2-QUeYkU?ASD$CRSqX|wXX!ojc&=P*|Qx|F-6y77Wu5vh>%`Er2Ub)RTWua3=P;REqe`kFkg!(z(`!v0dp-P@r zZZyM-Uv;SLGb>Z7Z7A-1kLD7TXH)FTzfvzs6(&A6&P=-93U)H_T?zuA;As-q=WxgT zNmSWL=~gX-SZJsGIn#mx7NIE9qZ8F*epS|auCa5Ww@t^6Qi|Rbv_6B#& zu-0Q|j5EiveQxk&*wawuE1WIPQm_w}APYU`WE2RCsszLxMLYOf<9mPos{Yu0_oUn~ z&bvWsQnZhW2NPFHM=_i{J&xgS@5~3*FuFFa6vIHvT?wusaie@UM4&##?2|p1z%gOe zHbMKY;u7$^zAs{5CM5gdRpujN~dffj*zB0gcXGN$Yj zVi)c+1Bed_Q1}3}P&?kzjMG-L>tX9xFy9|P@9&JlPaTA{>I@+Hf-8i-CTc(noKmry zJ}36(~F|ykJG8E;v6k$e||suYtKng4o!> z5VD`=R|e<3IbwH1;O`1obJRTcc%7Z^ufiKsQ~{j+oLmFyxZeub&A3)fJL&BPY+}*C z-)RRpECm(#LA)x<=#f>^?tWi=AXDKk5h#E}&}+njic<1vGH*!?^3BwEH$eL#OiWaxXV2d__PBA6bBs{wT0@oiZInov4L3M*Boh5e zk#Q{51(P{dN0s<{kvgqQiwWwX_=I~9ivMMQaEAtpZzx+F8mL@I!Px&NrsX>(7#xg) zwIzL->I57RPKT&+V>X@_U4KPNVU>XFm3D4756sJVb_DJIea5NLaf=x{SOQA^Y2}C= zw(BOGN9B=SHDrBc9#&#Q2*lavFnUv;5?C)sgC8sD(LPr!StqjN4(sp-V{`^=3eJRO z_%R^jOmD~LgBvfqb4IlizbB}1EjX;v6+;#U!<+z^WA_Z?Jc};Rkf2$WA=7*soS&}W zUt=jCC;VJ%1U-4zUsK%raJ8T2suG#50|ah`|K#M!;83PnP(>UU*j|TF6C?(`&Y1b* zI^VUAFOiyu@4<0!UXjh|^%yy2ZxJeiOmzeQcv|9>+sjs2xlUd0tewj*}bxA+-F++VS77<+}v+-G0Ub#NVWn z`0gDu+N3Hm+N4(bAJYNze_rPPpKh@wCYnQVV8Mkr8gQD8W*RK$H!zQ#CL44eD9Ay> z3Si9;$OG%giGb=*mSogiP;IGK2^xMQo%QGDKTQRywX(@tlsR(7{vo0lF&==miX?i+ z=v#1%lQgWnNN&$Y`#~N*utBF84WQgbl`U{w_h`Kg=>tEr6a= zYYYX<0(O;g*Qv{@sf51yKYGSDYkXu{?Rs@~{oQ(6q-RyQRQBTbohd>t(7O}MwM-d% zQ8JkqT&}b0c+^TQOaDpwRStFu`QPdf%%eZWdW?CC`^Mx6;QKMG1dSj6@z%hKfT`-^ zQ)Mloqme zWBLC2-sQkTaBJR6T2z&SObO%2>tlgo!`jl^weN2?C2WN)4|-#>PhB?Lo{KqeQu zA+aPYiVaX~1jByi3v0pA^3;8VGt4(EyyXLdFRuoJXF+6m_5j1mjtQx^=>dp-<~l-p z2~;z)IYJgCJH*ldKUBSAaHP@J1{!-}+mmEs+qP}nR>#&v9oxx-6Wh+jwr%s~ob%nf zb$>in-MzcsfA3y>4yqrks#JZE4XO*ET~Kq7UCH zLUf7`P=5f9DW#462zp8@xfe@x*NDX%69X#lZQ@wtmFL)qMVrXaw@@APMkY|CSl6*0 zf6nEJo4qzux*ZWSo>b$2Eg8nL{?%9R8lf; z-gSRr(U|*^7b8!v3XMmfsKKs{Ka69kA{e?^Dh)|}78)dXXxoNS@Hyu-F#F3lh@1U- zMdQKg;N9j(!gimczz)Q_%v>t>QASXTL9Ra?yN_Oe5HQ367i{o?v@Mn|*KrO_g4LG(?+sxd{K(+#sR98_o{+Rhaf|zb z#ah5$K@h>`7W!O`^2RS<`6d;x<`eEmCJbUn5wG}p4;%RhQ^ISjQQ6jO~ zVDsIT*!9N5?TO)esou(~3M^?MAo^-NUJe*z3xp-kBR!312OP_kopJB&JFt~CS?daT zH=cvFM(=X8!=aNQNHOg?;y5B56wEhah@0|7wG71=QGK1Hol3Xj-30GyOFIw6>sASd zh3E=uv7ox1(Tzj>+L|pT-$yug2|GJbK|^51CUnB1t-q)n-(p2MVp$}in%ClpkI8sf z7hQU3B$cjJ0~F>Nrzqa1>8G$2VKyf?boDdcu`A^UTGFhhc7o5a3UVjT^DC^Op2OU* zLtv*7LNfx-4PD_!_;g{CwY0bF53zM3b6`K^;BxZ)w~4m}#U>;aeGiU(xH+AL++>$h z#r)gL+o5mY8rh=xGFQRi2Q#+w(ojIvcRgkP9#kKoa7gl5fz^xjtXyKc%h?C(@uiO4q z1_SDUi#Ktz`xcoZgqEr6eLz@%J@D4cK>-nFhmarz7U-IS6$tu$z7FuS&JeTCK>P0I z$pWgA0ARi&;C#>8rH;0ZUydO~$GOT^12>3ebsOTl9@l@L+z)R(GTHPlw?dbEHA*1c zW+$T@tZ$4dunU%5fq!XrXS<;D>c5=9N}ETP7KRaV)M1BB~vVd2!%`g`Kd z?To$QA0(rX`?wg4f92z?lrH2!w|oYmS^88n@RbD#d;kQeJ=0f}6}0AhE8;ZU%9HcN zOtXVJ1_6(^&N_v5@#(RTI~OPAo=&CzL^d#4V{Lo4*)9k>OD>8G2~$aR<<^uOs4=6s z05Uk)q1mq|hqJIuQSl>*TkorxBeL1cgVhzi3P{Lm7^Yi*zPKhA^zS`ahOgL=8RlNN z4zf;&1A=etnD1~xqhm!QdPt<&_I;Url>{tK=h|`spnF~qQ#47;)5KQ_?^)K)K8H?S zUfB3zXGP3FMTHQCjx^_s5L1~J-xAge@Fp$$sX0OOehkVl)h-kjiIYc0eaVI`U8(^W z0LeSeUiHt?h?N*iIeaKqeP)u&CZHMTR~0e5 zec~?{40GBefgTN!^il{2_Th?WWvL`!+gMe0LIXO&AtFyZL6}2d*rA_AyhTVxT?3ltJRVX4;VA0&maYT60VV)N!uhV&md?)1dDsW z&id#tDTI6|UJC6!qeQl01g&U%<&BoXi;+Cp{*dfnBa~g3b-%0i{N&6PfnuaA3gN+R z*JZJKOPAaJ0KvuP864LbP`?qC-1 zT8l#xXGRtZ@pHyZZc+LkqKAk~J2SyWDq)>X;|(q-0o|xy+*ldLjK;XqL^iAw?rtY@MJ_qF*nyQ;-hCl0@__i09*FZ$lXB!qY(MX$OFW-|X zrd>@2^?Bky;MavWmsRyMj^_X5lx*y5;SqvV-=J=e5Tv1% z|36a&=H~DJh(Lleen&3G0_ZvDaG?4v)okxw!i!Bg zN+KeoTcVQVozvrzds!}x1n*G=wwE8I929&!`5d0oET))d)~#SN`U7q_=7; zKmybBq@RDqr8!E)*$lb43I~z3W?@LUvt?L1)3_VxA!uL6>%~w{B|>DWzLU?06-1%+ zN%g7);7j180GvqE=ryn?RyuZ#d-177swsJTsn{@>d7=gyl9R~Bu=Rrq(ewUn%S)$` ziDyyWPfZ(O7s83B#GsAF&6^M1NfvMabizkRIymK|oX};KKi7gBrwrq=cFdAph~i<^ z6m?RTrR1JM>4(2G{SIL5OF2JDld#h(kw!4Ww2QI~1E`G*!r7?4+ft?qnv45{&^dc9 z=HY+Z?b{Lt;;((r{PSh{^vcLsV0$C^6b)fUpRw|jOf^No#Ld_$8-n*(tP&z z(^tyH14=E}j!dGeGAzJ;$Vg&`TK*F4&(Pg5`c??=Nx(3htMyWq(TcpMSO-FhB*U?7 zvuGqU;oJPu-kac61&4ra3j1a2>6o&^5XirPjy1rHjz4i|9q4CE(P)e)w7dkzR*+q` zG7P5Yk`CLaSy&uctAbiZU`^HUgV{2cCd*jP3@8vp?zC=(d?}#VMeI}f6$bZS!3ZXg zTth;c&gaFPDd6!l5)Jh_HuLLw4q!-VurpsasKcnQ3wXKpf86j0K94>aT;=oHJ!Hs3 z?B(h&!-`-bkBHIG6oB0Lguqjx-oxk%-*s0F)ulB!NTlfT41FgS9XtfH8mS%Rgz4_t z0qlhy92`n1I(~XL^7^!Ewxe+XKHft!yLH~1+zs3SPj3fc0$Kk06Nmq5;|2#`$Fxq3 zpKU+QofiW*4eEhI#rvqJ{pRVw1;=i2LiKQL5)r&BkVfx-8s z9p@^rf>_@}RVc%2d=Y(KqKaGn5$6T`?~M`TYCf~Y(OD>Yt$s#5(TotM==~zX{s0RwrK>_LIL$l zFe0m97lQF8vekMx6=DB~Wi+k@06-;a&IdB8O9-22Wdd)aleq_z=mjyljzLbwoO?6U zHz>h$iRIfbV*BCal%yXd?wQW;D=IKnYNOfX$C3h2Gg9Q~!2i|7r)_(~nr=)+3@=o;lmFZ33) zD-uC}jxz37$8-^}L;XvY*H%Ve>wz5&?T*(>PLzCwlm>1&(MW*nVb<&zZnvqa8%;~L zI!DmMDwGS$C|6g8;a`Ga*LP!&y~=^3iy!zP`T!;i&n}`TfH609ceqin8 z$Cd2r<4M^Ttr1LEc>R6>c;7g^-#wiz;eOkg%4fP8G<`Dy1OjdAL37USr zr34vaRmc^f28Nbp5S`WXJv#3di8O0!P}*)JI+EzE7lhlFuVN87UyfM>AuMn5>h{j2gsRv!c>^7K>>jeK-c!W3J3^2od~;{KGs2C~ceSjD$U zu}*&N-=d{)?&RABu-_f$_RQQfZ(QtN!ykTYtIJ`#Y8xV3{@vKuHAF_Eqq^!LwomA> z=f55s%_MGvuI?Z=r`(}#^PBh_m7_S^b^p!NHw2Bvwg_gsZ2N67KN3>D_^sSjK~Iub zMSDHdo2F`85d#$wL(wf7Qs=`?g>Z2hc%+J0lwnt>zC$TY3P zo@c9*Vy7YD{p-+w5Jzg!7Aflv$JTnERv>E3xej^Sd=9p4;Nc>)Lf<-if`Gq33Mfp7Xl zTn7>H`#Npk;biYz#OegLc-PGnE8G$9*s4ibHKC`RmAb(oa<#Jc(6EFIB4u=KZ5>mq z{E@j>iuL=VvubKW$JqZz%GpAxJyXz!n9XWime?i=5Yg{r&_DC9eBi&8R$ z^H(dWvwj1=(SnkK%v#*M(3{y=bY`vH>&z@*VnboM#e$H;G@$Y^wZ?oJ^q4e{YQoxR zDOqZ@*~4y2$?;}XyAi!dJmFx`GLbUjyBpYdK~NHT-o%uVsI)|>MZYUkEmx27Z1v-Y zQi}y1@R9#xNs4Amsdv-W0Lf*&E8;k5FSD5=314BIW7sP=_wi=H5&x|>+ZliVM`(rL zq%omuNLwTM8w6zL0bS^Dh`tB;>oqyMbz>M=+@Y2jo!LDNJ^dNIcSKVh@)*>5&r%l#zh6 zaQfMm?XPt0g3iHjL$6$M-QInVvUa&w0O{@KnM2tUkKgSXfWe9!Xg z=`Lrh1Pn4bBlt4pwBD|rY4!pm2QZ~}mOhPOVrmixj`?TOJl1eb^CP&%1S45OQ&f^Bhx%{N)v!`; z8QMo+uIWbDUtl^1mA8oV=ELa4G$S~WPlJmMX?0vC5l^caZ!yQ)3KBI< zphVu5jP;0NpJ!_a-xTY70(TPn6^E8Nd9BsF*_ONUT~J6>HCuOnpHoi*%mXEe*AX)>^NAoqvf2UTT?<#* zr0~DkwVXyl(~pv`6A*qRk93q}B&4sW>n=yg&aJhFit;QLu}@SKDuox$g&-?JEB&DQ zIc0_9x`gvB09`IvFobZrdD;wc*CutMO%YfVcd2No3bw;3GG{EYrg%3v%=@v% zE;)?3DgDrU?&N_eWAOFQlorZd#1}6wLJ75f!~B&axFAN_wq>#n!@;~+CBFHcvCyCh zu7sqvlQVftQ4=n~gOGBZVupwqE;VGi5lGGy%x|{J*!s}7%vx3B0VA$=D23%5K3KH6 z_ErJ};9G|hf9WER-9?Py3Bm~{)0zGHk`=*%^L6gNWiZDj8fG&}pne=Vaa7E@5exnN}gsjyTvi{s3xEEa&d$0X`U9Dpc7i#oumlNfDUl~ zAd0HDL(YRde^;NSJrmi7^JjL~7BUEgb?P%xBi4WXvXk#v4H2|_vxOTCpeo2URc!=i z7jVgxN6G5?@JT45LL}HDrNMM%nI4-ytey(Ad-^+$Ed8Y~>}QOQA!|NVf$myoKa>U| zsj7xLH~99?jW?RjI4eu-t*Ma1DB9Ve5*ne1{dK}f`_He*C2@o`M34qN7MqPK~7fR4o=)|Xr}XPfCk zJa7tO@+4OwyRWvlPo>q|3-1Ev`EkpNJ^J zcLQpitbmdC5UcB-6Z8*SG?O+CU^*B0Mi)NXOcL5@KeV28e!Z$mL7pDr9SexcCx>|# zJ{@eTFiYLmiz?=vb~KVOZO~S`?V8wa!Kw4RGeK$3ff^JuD#H84{88)4vFhvPV$hL` z<+CTgcG(Lw=R2U)l2-D+H+-NW!?&9vO#`_I7zbClZ5hosel^>c(V|j-asZ7OsF?q= z$nn3Smev9#KRD2TlJ*BMrbi5>S#pM!5FGw2eQ9{|6ser;R^~sYN(|UEPb&t-$sYbO zPx}qJ=8t*$Ih*ev{!1A8&nnk{9*5X0CBz^H1I$ukKmd*tBEo(x<7>&a)#2`tnC~jQN1L)CHJ3srN1TA_k?4a;kc=BIf%Jlod zVbRA#%;^56ccH0>IHOz z#8Z^wkGSCt2o6*x?ymMPD+$p@Kc72?XFQBpZFQkZ>yjgg89<;NGR|699uzDIpDoeZ zWSz^Burn#4y#{{u<1pNN8@BskZ?|Rc$5l9yMrl@-am$&Zma1)=cPGuS;n@4hkDbC+ zw48k&bE-7vSdZs}qOGZagG`=e3IkmYl>ctW;aWS_A%2IO`6ZKzNz#T5QfEXAU`wDz zYfik9-j;nSCIc{M{tW-Ix!A5Gng%}{h1V;2CX!8*eaIaDNpX|( zP!;c!U~^*aQC^LM>DpjdRBOMb*F4nP#j7KQTi&?Jn0+cY4{s{iR=Ce$g#TG%_0?k^ zCJZ6LTpOVk)xV;vb*Ct4KOKD$@$AshhHM<8YIzt`@- zK1wJihc1mSnSd~@WoF80AID2(Pm;6UP6A*lxg3Tj!bnWW02T5{hKj-gM7BdM>lf0? zoGr{Lk#4)x3tUL}A#z3C#lM`7I=eS@azZ2gs^08w=5-~Se^26dsmf87BV6+%*8=@7 zwQWwskG}r2VRA|b-F)4jmwvvMKOvbpo$Cde$X;4U+AsTaVRo;f7sG9J%!dMC1OVaH zeCV0R*M3mQu3XUwT<|e;Aj632KJ`0?Q{qG;uIq{Zp*4%Y)=V0@;4)Ws@)8Va|BA)@ zICis7#9USKJF{5pB0L4I{q7a(JDzn4k1sJfg-ufVASZ@x=)1$frK+t|lu>wIQM@?4 zuYl!c!^DY+-w~bQ(PRu#JzWlwdjs^`>c5kMNC{3c6}#LVQbNi=!3h)&3v_1a;$z(IS!afn|xdQ zaPe8M0csP-zs#RZU!A)mgIm#{BjnGK1bq4yn)u%OA%dY$uyV9So8R$=>z=zz{LQ*_ zArBKH_FBv;wL{dgSZ0SFe(4^9>z$%kgBgGsaZ>F#4@K?O)ge`+B~d+54b&V9gDD6a zP`;u^p;~~^Ax6uVp#U?hT>_x*0SUdR_Hd2t8>78Ievg_jMytiKMmT#>*vc~D*?kGj zr-6nq-doSxO7{{6h&tzE(cJa9)Q#y`kZ|7W=uEoJ3*SlnOr>W6!$mANU3Um>_xv#+ zh)}z?+WlIRR5~o5lM;^2qf=m;`FQ+>!FXrd?e{QF;7f+R`x?3%01EgaO}VT0>3-{u zeGQKDQp(dvRrKlky4&m$`;snXRctb8LJRQ)2yuCJgwefzGI;Ors4@Jvyj*f00@=fO z^UrV*f4N*-?BRA7jNf4T2J<&qzQOtpwr~7rjpG}f-{5MtyWl29 z_c4S@O1<>vV>;hK$+@xN-g7%-kLKnMC_oIa4*I7YKLYd=O2QD8bE zA62y$SO4j0asVt>u1p@z3AdrF^;e#GLn)m1 zyMJ%>IvO%G!1Y&)dCWn`;t<3EThnCWU@ZyZCiHOhq}iZSTfuv9#v)S8rX7!In%RI% z348%%0EqxyOI*VNx861Rr|&$)pX(@;e7D-9g8LSq4i=y++IXYKiCkA@Zs2o|235!D z^HHvT=l!pTO-O}Ur`w6Iv{wVdyNx!{e4>xL3Q>d0hTR5${?UVjSyw;Dqkr)Y5q%41 zK(X)AFbMA^L+bj#O3GH=ocBSI{y@fv3HJhH-(@ziz4k-mybd6lw zS#BFz;_Y{X6MhU*K*(C01{=<86nS!EO&(5{i8W1IV4Y%xpA%oJhA?_caAyydE*>vC zK=a4F+Y+g2A}H0%+;8$mXI~@;7uFI5d)xY;wvV)G%nY(&S{T-FF_7ftBhw_^Km?UNaqum+^;k0D7)E#Y!;xv>{4AR%E0K#2Hu72qi;NU*e9i z`5}--nDV6~7g-V(G;=pe_YOuF>j(@o`MVfw=-kSLsFxyFQM&J=1`Upm%FJ!aRE5Iv zw;t{ot18~p&ox?XC)d6MFB(;Y=wtPBsvBNEbh|S+%UuKW?4^f54Jb&-+5go5$a3An z##{ffqAfz{Og(A|X#ww!_1P$=v{^KmpE#*)w=IeMt9L*)Ks2}oT-KEr^}B5vPzg46 z=M^T6Omzo}Q5Zfgq)>u^G9Ts&vWP0nUqF{dYELH8K7y>EB&6xVoC<*6~-GKnT@PC79GpplnPulB-tk z!CdROgn%ZVEvfZ}LScP#v*O^ws1dgRtt&>u6k^Q-Qk8h~+$F49Kc%5hs$0?9vO@D` z@p)w3t5Y8vx0GWLK~?b76qmXs_KLT<;$!HbI)&tq4IsROe&xkDoiQpD01t{bUmeD~ zb&lIY8G1hIFxPRcG$9p-V4GjYzmN=@$2`&u7l)|Q@y`PI{(h|0(1WNB*5+fYYxy3} zr8<>2hF8`MdNVOIbYCP+e$)^{oWfWk9y5<{X`u|#rlMfGtH_3_d%ZLD;9SpjpdBzC z#XVf#cB;)e0;<-v0z&EpK*E|ZP=T3HfQRJp*+PjDx-;1~jhqW3_bvKxm=lbFnTiV@ z46MjQR6?sD?2Ff98AAU(AL4qpVvq1{PXgd)I%nFTfEKKn*Yv=$O0YZ7MGIe+kM&&S z8xg+aNqC^JuxkMpm|s@?c(cXFqyj;~zt!-u#J6>8k>}A3rzA-Oe7`xjBP}%1q+52W zMhrj0J2`o?H$fxQ(nSc69mjopgYq8X+h+|lrVV!)`%R{exPG1C@8OoeGgERHTq-o3 zP18rM&b{rKUnjOHpH?cW0Nma$H`KQ33ySr+EA}3q3K6j&A3YQmekT0}g{QpzT8Wag zg=nm0D6p#gS3$4{(65nlK>2}aU@tSFM?ZC$L3pxL5=-4v=z@{iZ&e_*bX1NaZ(CDS z^RJDYL^lX!ni!Y5VBzsRp2ZQrbg`4M#Z3Sw9r+?2K9TccL*d_+eR`aJip5u8cdEj; z>58Kk;_|cB2KKNH9-$a$r0m{0qDVCtmmwA!3u7|>u!!Xb9ydqa-bQh9mDw9 z-iUX=$K7{G3`Z&kvAB(Ye$2H^62vL$CSk(OniUgsARoFd!ymdl65-^d$|{vDz;M)7 zatzl$;OoslZw^Ho(WECv1hu%0>%0L>dzpwkE+9U*U6SiWtCpguRjIG0eLdrEtJ<*8 zmHS^{n0k^B;2GLSqd|Okn~0Axlfcv29Hxw?gnPZ^>Ai&<*Prmt#6|sZ8i6^97vsJ} zQX`Gc|0>*6ERL~ViY}h(zP6n>_cU+JSzt^vu96@pp}z06I;F~5BI=zHG+fz!I8>VX<|i3_^~hT~Ugb&?0~77Z5Zy9E16 zArLX~=2}qI_Tu2&_MkK6sbDjXF1vNfJ>6kn95HS9;*(+b$A#jA+Q=6fDv*#TJaZA) zV~ctMcuHNg4i~$ltm1!w`@+<_%$#Onn$YU{y-58FmCt$k7kQ3IrwORCXCHHbld#w_f?VW zgs{G;LXnENU#x2c6kSLtF#aKzSpNa-jQ=DKF}QJnkw2PTVet1TZydUU)4n9-ajo0a zVjv}(p7Wdc#K5%Lt zk4Pawkn2rZ1b57J_rAbp{lVjasXL5fz&HdRQ7}fX@OcED=6M8Or8rQ=|FyT`5qSQu zy_J>8`vC#e7UTZ`|9{*SCeHtjT)ul!G7jti&5=4*7K|2W-9p0R8n8kw5)5E}pgR%L zAGIOTwj#4aYw7Ol4__?kXs?IwXBWHK8j7)9#kS&%o|cuXPNYf_g@yGDaoI-~O!4n!OTW|81

I1{L3>>z>Ul2v7EqW*BIOqIE44@ojGOsZ6qk#} zIw}~PiFHVA^0?S`jr|v(Vs>Y9YWi;@lE8UxedXQ8RNEBYhZY-TNAk(PO@;ll>WhBQ z79@LzCy~WXGrz8lh2n+t<#gCUR#|R2_sWUU3T^C>zk-#rsM%d-ZB4;+Y%&gaQ_?fM zlN&p$)X>%+Tlqw7zDEYwH_--d_L<+FaRs)Epx~7KpCT(Cny|}&ip$`l%(q&@xfCSA z?=Ja5cQ2jS#gYA8$@Swz%nk%ogtLV#;A;Jdk6far?C+MxuSE9?N}|3Pl+B&n?EtqE zNOd>Z3@6GU^V*^s_Sm_8dkoPY|IS=1?QS^P%SwNkHD1yWnj^VN6%F=n)7t&-%!3Hx zGA?7?HsU_1A@TtLJ}X5li)t)?{$vJ<<7WJudeQR$dO115~`=*tN_#TQU? zFkHBpx$fRCkd-GpHBKGF(VvxEQqg|dNEpvP73hkfd!odJ$$!U82Z*bGbhwPc2%C?a zfEk+pjZujD6&#YNRB^4-gOn)MEH$)qgoHH;jA4Rv7c=eyoZn~d%;d5l+(Kp5%yqIP zFmc`-tc!4Ao4ZzR-mJ5*MS(@uGBKTVjY`awwis(=h0zABpgBo2C_u2n8S%2zH0r}i znIHDG`{~sLofReorB{EairtL8xm$8jBiH2^4;S9apGU#S!1zGKNl%M+k?} z5C!y0%4bFcT(!OVg(*XX%vJs&KWlUG^AGU}@``nSxZ$CKcxyd36r%fku+*%nI*O*l zxP2$XG8;4#g7sbP- zY!5b+g;4JsW7_#=NI@fKRcxaibMXcpG)2f64HnP>bZBd{#<`^msKf?pMIIoxo;5>+ zh>@7$c#$K~K6^}6ZQQgy6WG}2`8`)#HS7*L1nvosmk;#Uz%x$gBcuo6GY`D!CaaVbszf!MVht`K`fI5K3mo(;`R4V=p7_boPufT}^g< z32&4nYpJcj+J~{DAPbo9qt}p`ipM9HvqgSCJ(;11_GVp88BQmAX$U+svBpj(fjB*> z0dlt%4;sqJ}ZVIHa9(5;=di|I%ConCT zOzg*1=ijuV7#0ZB{U-Yh^@30rxVfzWR5afTVFE{C5z<5^`~5{L3W`v?zv+e8I*Tey zEpgL@arsAPxItx#4DK;IlA2v|M#6M2Vm+-UQn}Be&yr)|K-NEXwtZL*f(^WqT#0*F z0n;oXHEVVY`(5j6I805jFU@yWGS-rUl$#5wr^S>JR2Lv9*NqYeIggQ= z>uW}$2$6w~fqJLSR7Df%L7|nxNSz)i``{-V(6El+pOt!zK^8uH)m3~3)Ffqrs_t=@gL&@`Y=SNBiQk~HX z5uD`7u(L+=R*Q>GE>WO~poBC?cGzYPG zufSDW$a|LPJ78Agv3jfy_=NM!%QD{P z%QC(}ASl!SDs*`n@BdY38XTd$Tc>7i2<3aKG);zN&9sikfEd;1PHz{OC+;16ijET*_qoA-LP{||m?6u$Sz=YRUwnM8jH;b3FUqq+g-*B)YPe+0y( zJ&zhO=8Wu8Vir^Lr~c+11{1O9M-9OU9M+`KOM&NCPyKYG zO1?MQ(#=)~oxK+!C1mE;#iSg1M)`-t3>(#9)twDOT3~6`M=NEVs1?l$H&+xs5Mj&e zPs|Z!P|i5Iiy@Cu@_YmsyvAE`xVg9~r)j@yYC&|Sb;=>!Z*CThtBqzFnOQgy#T_Hp z396H?&ZkYBPV>*~idD8x_P52vY+w#5G)K9}ysLg+iB+fSkHVq)b;Hc;BgDMG< z{EN4M?E}^`3+eTW<}0FhKRHbL=F1?lOscn{VfQQ@z0tCx{5An8xqnD%0}c2j5vtU> zKNajFbSYYfBsmRJq#QF_(D{^yM==W+XRO(q zZtXfBBfd%>*B@fI?9%-t$MLofGOO)3d8-xVtRI&;x>-NMF zwDbjzUw999D^m9VnT@T8T5N0sPabQkJ+!eN&EvHjm)j)qPATQ{Fw#7NgtM1rQ?4za zU*}g|mI=CO4LX?rIXlx11M8tpCY(aPH-}q(S%49$bvOf%Mh?m2uA2}B&#u4qXAl$f zks*Mya-7KY^BSu>P0#g--W|?}gDR9Dc4!&S=KHZaoAb85c);$_psx-q)i}2etml#4 zXJ;$fahl>SM)vxOb_TZpEuWWB>2%?)o+Xv2OC zPD7L9-}($-UhUv-9|Yd2vs?vv&_nR{-c9Ho2=OZpgd_+xu1c%aEuxJdw@1uh#I_8; zTH9FW!=aZ->p^@RuTb=2bO25cf~XM*BW3Vb5^Qw)oG8xO5C1=Ld(9OJK9#tZ&3eH< zeFVL^1(+bK@bGVST%!g8qX2iMr5)7rMOp+;2vb}D&8d$^XE!m=NGi(+Ep5?%YQu7; zpTaDM_DPxrm6%p@$MfPtPkgGF)*&HmlCt8=`wPoS1EA{kBS74**%vRKv`uGch&++uBnQ@pgDBhN;V65+N_m}7C@fxV_SrWE=w&i?4@YPceW|}W z7;LS8ETe*QCa-=yKYlxlZ$iy-87{=GX;eM2J{2VO6{MNnGzJgOdV7GKpGH%r%UWXF zIuakRM7OcGnb$Di&ofoHi99qD=_Mc90p${M2|iZF*3 z^`pviH>UmBZjLd#KPkz4Nt7gGy7GN?4*v;sX@6J`e{}Nqd25y&KXcR!h3$oXdV4eh z1jW$^L%X)tLpJoDx33&iN7F}UkC0VyU`5CgHd8^q;IHOWGj0`y&q$N`W4&E_v2egqz(}6oLedE{Pb~s-Xc8D0MW2;B+ zqDDfayw8-$!fF|p(z0c=-IHN z)RNkD#Yp&%NWPEWp1>*CQj2$Jx;i?&SwSCeqL=tk%O46h$yt-7`w(ge#PHK%@? zJ#m)(9wy1cPptdPl>Xk4P>F2je%EG;?Lsl!1!yd>~z_~3pAR%e!ifs4febP(-p*gYKT z0{;#aMEe6ry!Nce1C}vY`enJ7+zbV;q&m_{Rn3~QP0NPB-Zx$Z@y3SYq-cq7BSL3- z7)75VI952VtT%_XWsHuTnA$wQM|*M7 zkMq>B+2aB6^udb#D9lShoG~&PTDw5qDv20sDZ+49Ai4KB@zmc?(KI-P!MG_?i`tVAWiV~PR_T#%d0+Es0q0F2U0+Nhu@2QA ziQt#~KVu)g-V)V-fIunL(7QN&$1~TlIE(CplDTs7S|#rgO zboS%ttG4zfX5zg+bevhsY^d(mW?u4YSW%iX9fsRR4~u8Fs|1J+aGt zQ#6~#h(Zr2dA%42^m&@etRcQ|rQhAJO5JUZdD(i8oF#sLv+xS}x$S%**BPsl=^nrM zc`UoXnPZl?>aj-FE24ivUzNJGv96;>t@#7>-{>jFWQl>ERa$JKi4Yp@P{CKr_T_3i z;*MdL_M5rh9|K(pDXK(R^IQAbf>1a}<>TKY&3C^5k({b0rp5g6T|eU0M-r1pox4c) z8?ddoB%^iblg=sH_`&qYxjrR|Q&GO|pf-WmzZ;io_c|=55@pKD>0Wnx4^KYG>PHAK!zm6?JYwNx@*>B|OskGBf2ZWhG%sGw`v@7Atm=z8Q_oHn+ zG-<0CFt6Tk?3yrGZkHt8SY0gzyWxkzRXbAMnEMkv$Bur^|1maY2*yjEUd^Ar89s6V zl3Y9FR@}Nq7j1d=3wr}nI2)umZvz*noYBE+FSHrG#I;3XFWAcC*F6hvVW=Mjtl{N z_#vi_DMlGOU(l|du469g0_b3zy>W{HhE{+qnKSYN2poueqaSz&4yM-}NRtXa$K~aR##3b-pA+70svG+ep}@KAG7FSYz@cG%1+Ek{GU&}y#JrjkAsEj zKeK2+wzf>t8ary&n}(%>>Yq?#V!;5Z3z8fA4ta_*x_?E^wJzHU*pYZqs)Dm|pC9gp zLO;rXOZ0QW+7{d#4=*9n=-X-BoL*FNzJEHtec!Z-b)BY|iw900{Rg#ZxAi*yAGXf1 zJ*=o(*RgHeYOKai8ly=X+fL(T#Ytn^w$a$OZQIuA-ursbIUn}=H0M8;35)8B1+-Vp)=be*;0dW{pWPixt_JHU8KA$_w>WFNAfUZsF7S}ys>U$}a6 z!C$`BJC%Pfp_i^I@zQsrAB3EF^W z-V`8~w=Lqd*&=3?l-gZoL{<39VgxriW4WthNA*H6*)4;cm%F{_&uFginwnfVf>v)g!Gm_oJnn8jq|hT*mj)|$Cn1w z_TOQ9SO-PH7>SXOvsXRe6H(ocj`w7He;gfC<*g2q&uVg@+}-U-}i=TGT@! zxK+cjJ{AtVqo5J9f&JyaOfp7w~+PB2x8An49Vn z`=#q7l%r>~0c-3`+f~=sO_KS>wsxC1dG1QnnQ*8891RStzI^(w#=J{>$T66*gTbxX zF`tKAL#0hKlc4^y23gd}?*xE#DjFx4`JU9Mq!snz+C_Ymeb3vuhBAjZV}rXbh{P%r zvBBk->*Awm>?wqo0wH?|4yC?Irfa_!B%y-@WCX?6M?&8-cq`K`ZEz|sLy;j-*pVyA ztN)-!|8!)NqJJZ${utFaAQf}?MRJe-;)l&xC1aP4i>?n;SMpRQg)Cr3o1w*~|5)+P za0xAv#K14<+pv5+d?GLNdhp8$(NQv^w6xs(U>Rk9LtuA^AhfEj2Bgkt9b5twfqEHyVJ zpLTpFnm zZT^Mx%3NMB3v@b&B6#eL1IygigFf+eV6@Vv{^0>X1DlL@f2XRhr{zkgjau9k^yt^? zLENyUp2CrBY23t*M24=a{h3H~Sv+SEGd6E3bG%i{7(|r zNS^)Yiuk-)y7d5FXeaU03{F1%l288r~Ib1PUBM%Gi#LFGvNkb%o6k;V+##>3q~dFfo3z ze~7^(w^{)dG&GtHFOC!ne`W|zh)qUc#nrcrGMyZvTc0PwnLY@jI?SAmQ9}}_^vp?m zn?IE>*`vLCG-es-R(Yg2(T6vUZzapjBMX?6AZ(`H&ZHu2*K;I2^i^>p zkdu%II4}a-5mDH052em0gWPe!AW%>o_um!4#J&N{C1I@VCPWo4LGL_|(T@JW))q4r z;|(Gpdn3Rd29bkb|fPcOqp~k7qzmw#$l2 zkU9^9F=Xw$)XDmv*H=u`N`Hp?b5UeVq>q`L zNQ6I&>*;smEsMvoXt;JZwZS~jX)uyj@*efl+_=6b+)1sFXJav7I{s_zY#_!VBLSR_ zo%q{L7}EF1?|%9Z`~30T0in5vR$iVqM}hD~5m`@bpwf=~BUX#-H8V zd0x?9Y(WW(bThmC2Jw+WACskgTH|LuYWGPom09QM=eL=OIzdKD5ml|hYqNulXdrq#&PdzS zOox)gi^pr8tqok2@-j+QBWocr#;Zm0W5$KZ__V%v`ah#M?Xo46OVOZ>>^e^-X!i+| zPH}_fjY#Sl$2dz$yc*jE-2sE^a6?VSTktK335P)~n3>4oMNve9bn^^yp{B{|yq=H6 zX{ac&gR=|`WW_$3#0r^muZtuf%}^AEbWwyWcLElg2FJL#Z3bP)7e=t5wG+A9D;FnY zW9o8}gQLV|9%Xv|q~R7p(9PJnup}cXz*|^phHZp5H$vlFV_!$_moh&_0q>rk@O8aY zCrn!L86A38`vezz;qM0)7zLH}LD?~;^ShKI?`{;Fp$g{JO8WeltR*ora&q5=Vy^0reh!5Vmq~ z4XUrKq}VdKTXGF9uvR+bs1!}d{!zqDVa83|g&S8v^wapExqA5gs>7rv#>BR zu5xp$I)b6}ke<;-Izh9eTD=RaqW$IR4In7}*+7A?IUH71!I%he6kmQn{!D)B`ORfz zD>l=-R;Fc_#ifOfXUXMktH<>g!o_{a1r%y46c;;aQ;Cnz%0XXB#2F97FEAh5(EcbD zK#~3wGs%%l<)1WlE^U-OIX$=jnIM~vT|ZN=l6lO%Q%J_v`exa75fBl~$;F19m*Ci> z>!_5Y9jDBi7`G0XQpXWMa{{t}ihZPDz_&MBLB%H2Gq z1`A4s4YH3jP=JBjRsXi~cJLtx4)_qSRdm9Y|Hywv6QHDt-ti*MjysOSVKGysc0mM3 zsf#OI_(iFrygZ(YB-LlyP}(2`t4rDnqhbk}#9%HB$qx&Z3!c9fr*p80fA{VFOT+s# z-O_2d+R;q5_2|cpx!En$J9cF1X8pM1?dH5wDCn&7rigfR^$9h|4*{n+FDK|cv0>nw zyQlxg+itz;jjWeRjU$iF5I3H{Veu?J0)rBQQO>bYXu`|Ayrr|0gl(oR$%+P3fGYj8 zM75{inX?60L3x;h(*hf*eF>BY&V>~WJm`Me#9H&Fx_o~hbIY@c(&e7Jf?SHiW z>EN)^(gpZ>X4)pUPuJ2L6ZkIC8=4hF>&u%QB2G!$*I#Pa?ZLaU?NXRB!uPzNoZKG! zjM3IRAm8Gz$s^nU3Lfp}{vN4By6>=hC4>`}nkM>(cck*|`K%rI4P5qxc;jc4xG(tZ zi4?Eq_JX^$AnA0TMkSNoD$OjL}S^y6o_4uZ$cHZiVjXd6g0n(7-S}o z@N0miK;sQQ`bbSW0%;7I3Yk(3q-ZHinY;zBIirlu)#0M~*^&YIniU1F+Q&|u4$xP_ zub(@j&|Ud6SAmDcRo-Pp5=S6Bgtp{xb&O(4^2jX8i1`vk%fyD@nQ;}K+t+A0u3cK@rF$oF`QKcZIRa=kr)m$aBvuq{MUhk zyJmBPLk^w*w?@K?gLY&05emXKMMvEzJm!0c46dG({1dLsHGz<%WC7uP1rT%q0eG~T zYm10f@qLk5j*ngY#^K1rc1t_iSQzXb1o2BW=lc7rk63YURW_=AYZ?BHnNW#Ze}hij zhKMqs;Vcpab1OU2ap_9S=I_We(GY-2;ECMvGCjom&dbyE{g_EX|&ZaU_?<(u^6dm$QJ06~R8_?c^y1YD(Vk5C3i#_&MXXWO$QbGp`qZ zcQSRR(zoE#0?hfh0$0qa>vL3N;%Zf%HxI+rEvZ zad{O!Mn6qY7?win7}Fcf+GG%GORy6npuZfe z@|>zA54U$F(ye8dM;boL-;{VAr&n-4EDWl`^7=WJd6p_&*{5Ijyr?4GIc%sKt{1lb zC1PtZ-`9-L>#2d5^5>-;&y7ZfJ$F%%YM8H9orZ5Nd_H~t!;6f{z9+i{3*njY42PZk zvbi+>)|^8_*^FtYsK;9&xngTixW{G+CWx(O3Dzqkux>w8 z6WmrI@j)y$zS+2>gSLI)>Ii_yg&$doxQI>&=AJDH{Uz6M0(0)51Ya4fou)>FxEUyC zLc~YH9`wJKsmx6M`}EiyONC=WVDrie$UWYea+!MfeuAusyxoX>^R9xRqS%{D zm(8Qby+&TnoG>P7xDGOw=paQ6o~e{kePvo^IPFD~hsM4$M(&qnF9-a^~s-{SA{Pcpm8Wu>|Limcgd@?DKlYrJis0i}g4b2Xzc_h>2n#n64 zAr{7)hj&yM_>C9;3OmP2Lk$U5c`={BTIk;ck%L3PT5RBrO~V}t65P1%WkZX$U#j^k zJr{VHe@5Rin|BllR-_7Rg-n$V1KL9k{=VXT25*c(5z2OhMi$cZKxQ_082k{O+Z9Iu zSI>w7%c1lyzLQGoFazru@lB&LZv3V#APIHVrz>i%F@($&9BA3fV7%HSWEPK$iOSPu z^5A7h+Ds*uF)7x5X0TdKL)Nuj$n-`CMFw=gnUA<_&_j7^LmGihG^SP>x=r|H9CN2+ z&eLw3k?e{U;{-CK&&qMhV1E>?2K%S+WLa2Z2sw``Jq%e^g3dbxCNYIw`LLhU25Q%p z&mGW`VSDB=;%Gc<=cU6IBmdoZLwm!)v5hjT|L*$1bH0vSD#$s@S|!7~Y5Pi4_W%ri z5p<_-OXzpngs&3Q+abFtpXD=iy4WrmW-EqXijoIJ9iClB75?^Z8mLu`WGY9tS$OWp zgWV+VnZ1L0^B&iL%&P45pA$dIuLW^sEpDxAFN%;oxt+nW=ixXUuwF5b7?O2qBGsi6 zfcnPkDm|!Z?2hHhTj*cX8bYv5Fb9C?2JwhPIT97EDgSUUE6T(l=^h_KxfA3GGBHZt z`<<(K5+xGG`p5FKZsXq`uPoBMPs15Y%aq!VA|#IB%6)Rd`QsQU)PSd6hFqC_mDW@h z#a^vOBV_TxRprSEKht}Pwu};yjnEka0HR4V3i%ESkk*ERXVmrIaa9F&IRFE*jk*D} z|4!m6B8eR^Ce9<{5vLOakRl4wC%2F?V3$x$-$(;1M|8@r7xvlU+ZT^j{7~L@ zgo=b&&NX^_Jw5teVeH~Q0N9cJwewOE6!Icf`~Ig?_HP^ooo(l(XMgHs-B$guNz;iB;;s$28AAwVP9%Nu*cy>AvV6ijYD-l{+0 zDRUa#{_|f1Z(#FZ$N!E2l5bqZF(6nuxc^(p1{7+pIj(V|d1wFYSgDx^|BWBFy-4~d zJ($WZt(ld&x_S;S*MmmgZthmQ^!BiZ=*wDKTWL>K$|{}XV0C}u1TwQ?Dq(g7s`q?ohm(xl?sJaS z11?M&*W6!I6CvKsW3Caisbmf~mgi1AhGh9Tr`E1%Bj8T7W)ZO(v{8olQ{B{ za4hid|5PKZV5`}OJmbNA7^4(`bsbcfTg=ZpNaTP<9*4%ZRR+uYk+dfH)e5@Ig;mW$ z9fMJx_J+uRwVL8m`1;AX#lN$w>^hyzfb?ji=Zj3xy7NN@WYLXUqh0NpEq1j>z)K;m zgcwd#a#5ZIzQ8Tseh92{t($VQtrojcQ(b>oYsHcAUM23O6NlSPLH+43TgEn|yJKF)1+Ab$Sh z@rmgLYV&pSU_>!qs^lhx&{?f5s6mTuWUSAYeGa{&!brFvLi?_K3_l}4#5J9j!?-hs z0ig;VAqTo5u4h#QD$-hidrZeBVvP`&!oo6*>Tb>dx7v=SzK-Sv9OBeOnu@TfRGZz6z#SYb&=C!0%NU_L(Y|#6n4zu-DkC<3qTi+#fiwgWldJ-6u)m zuY?^FU`W);lr$C+05j zbDI*ghw4GVH^6<8CMU|d@NsLqk>DE;Vrp?Ix5Bh?+t#NCzU%zFYiLac^fp#7eVZ%> zF__OaojFV8CX0BhywPS}aE;pzM~>W7|Jx?lBtKHA$*H-i`Xd}0Yu)4}76X(|9AXU` zzcsL(C`-HhKI9yo80jBkaY_xov}U-GM?C7s%@kLPvF6U2sO=(t00S7Y4ci|O9)1a5 zuWmqjLbd;osn3!v$pa$=aBV-^xK`$Jb-_v7#qrU`RpOF#j)0=C_BMKY**$E6n%!9 z8y#&L-f8=RJ9O+v)!%!D4w==9YC79joqzfq=de6@A972VY=0zY*W%pEtDUzlp5_eV z3M{KFc4`vS)R0UIR*g#+p?Dp33Vt}cJGh^Y+8&}pU&K>aoysV)B7*L|376=kTRB0` zL3U<_Hr6ilc@Z4}KDexCkFz_}IZn>db3Ky&3e){sV^_YiYbcGIK}# zy3Y_ej8^HDY9_n{nVh!^OK%HYeoq+9rS-OAEJDY-`2>>%8xuvE{XISPybDcdNW}-w zx|+~t0Xf6kcU=8ztEb(ZmqxRFr_@~Ht4VNeFJm9=G5!7I{SzEd2errYNG{d8j1Ho6+%<;LyFu`EMz0o zNUo-`zP;@_fITcxO`TiZI&nS&IU0*X(ac1&C69vaJ-T5VA4>{qFy zudw2`Bb3%vbpb)ci5E3MxE%uDjT}u5I_?EQ)fvJsyF0=hYm@>rLAv3|^u9zeZ*ve` zyNyefk$T%)0CKY<;GN)Px03Sx=_Mc8(7I(nu$k%j46zk+8$jajVb@W2M@HK0i-dNS z-h5sHelHeW799M&oxxmk``!&U&Vz=$+GMXzZ7=hKP-tVH>U`b&;1@w+h-!2Xc>x7M zU6jq$t;j)PhRMU^W=eO96SOpmbglE549cyWjgr1*a`OrkSLYxI#puM{GybHXB#FUu z4@DLTjVQDbt~<48&p&?^Kgf;~h|nnr%pi;qa0+6sgJ{Z0DtmioFY}8)W;{S#ScrZ) zpB#$U6KNmSJr86#129>1|=i?TX8qp%yF(5)C$%6gZ_t}_SrVVUs$*` zpsYXN0tZ^X+pOgK^zo9l4uy%{9XuGvNMt~E{Y(!w1LfrBZY@o{orX={(!2UFBxBXikB9YIU~F;kV{4a7 zQ1w-S0$Q>cOSf zHYS>X%ANk-E&dtqtlek54f5m*<)Uqqgyb&!!zKLsNF@<;jWmg1DeG3u%$2 zY>K_H>b(ZnxQ@Q^^_^~0UEhch-%v4*DB=v+dq*%Nk?}1Z#PZ1CZ&^t00rZJgbORbb zP;$;_(!Pgg$wBs>usCWWQE&h|SH?{ey|}>VcIrvGgULpQ_|x%z=C2iI4gJS~X3)NV zBPb%%$CR`@ZO;!QpDWovW`cV9%_v!>&RPrSK)+*U8Itr0kV)}xY{TKy0 zVZfS_^CN_eBSQp5ArTNjpl#0bL9yOTQ4UNNG1P3Qywi6KnECh+g5L&KQPKsltEoTQF+(vT7=^?GE>`g;Y+ z=CX$R8^O7C;aqw31_Yva^fGKVR|BW8drE`S_8$HtDa`JJ)(kjI@nF601AB5&0VO%g zi{IVK8+zSTRsYtIF2Q}z5c}sV2*GhmG^WAWW>`@~0MQF0?J3{wS1e+_21|_qz-Uz4 z1^n&(pdjo^w-IkqIH=wW@s zM3xK@vEU7ng?OYH5Db!`IY19NTrg(lHWT&W83y7J0#0Be_b522`9!!t?<+W!DnxAl z<R{=zyzSk=%0C-n0>i=3hZCg0{VWReJaY%nex;yN!(ndMg~UOu#qd{P z(lfWHxdk$twFkY_ZDR3FqV!5Lx4AAO?cfv;aYV>f3nYazAoj z@+25RU7f@IJp$ki%XhFUQA>e-R&HKAcEQy6&;jndN%pRq; zE$$HcCO9sxkZWZ90YEzavws&Zgr~UA157L5aqX?-eDfKlgJiTaW zC?|L}^#C;bj}=zh>Ajy;S8{iE_kHvFAzg3mof?x8kJfG-I11Dni%(@ky4!);6~Wqv z#=;g6d1ArD>1Nx+)n@3Bq#H(n4tWmh_ue#ILO>B72K)+wh#)+1U{X&6@&qG|2HYm$fNJm`6h)7l&U-es-8;)7w3tfgZ z2I~@vb|Gk1ENW)t*}OsPBEltLsAB&9mFO2tl*t7cpY2em+AI!=-2c>Hq+G)=p-!2} z9@~KnewZhZ!C@RDM0rl_GgSxsv&Q6Ubjrch#`FflvPp^WEn;4ZWO88zZl36 zI*!02sCfTdl=%+O2FbQ55;;%{q3;-u`sqpdE1;(GsfHR> zYUSt2O&m9B3hE5L1*{tb4+S?uFRsb{O?At;z4m6W?j#r2-g(1YVi=Uco)%_}9v=ii zEw76O<^JU|zu6LD8~cDx+OAJ(!P2Zmmz2hm&p)3HxSz~uMz1Yf<~M~SH+5-ryVxS? z)^FzNJ`=H_}iv=80AisyFX z5xe>wFd?r?mgRsM4@!4>nthbHRRvAp8wljv?);V#9BS#7D5HJ`#OFRb{}mLfNx9c8 z7J{1!1mJ^Dpmql&TmGyjLs3wpaxtZnHSTReBM*dN;-d;2CSF9sYr;dewe+^dq& z8cA(he9Dyz8LR9Ps96%Vx(F~$K|J-5R%1xndI?UknE8}4V_J0W)N*6*$EJNiTiwC- zF_hDCyz=wXgV>zyrMmF)qvfksT4%kZ;2%aJ?lo<;wOUY(vxVtR(aA2kVyVcuBrY*j zE~(YwU)O;~eZ-PnRZCmJMwsA~*E(&;6yBkd{KlM~=BYwx7QIyGoELf{#Op*L{KqLT zd~LoL3t^7^n_-#W5AWBYptYZX_w3d@1!IDoNF8eN#tD;5vv4bq0Iwyrd6d@VV!NG> z=aa-&=Ucmm_SDw`JNDkd(LpJHx-Q4k-pIgh`~IOdZx>$nL@+QF5`Q;i-}L-`S!glgx`Iz z5G*tDV4<(`NY!9AEjhxhR#$?qtdrUol5d|9RZQ97BxO=i9KcT z_Q0tEo}I}T=x`rma?dk4IxZ(S%m3ENW&h7;Zp?A*FWSZteM3RHA&i~x%D|tyNeYwi zzp=Sog@1(h*NS;ajs7`0v*W@`5Fcpjbu5)3x$z;$5ZKs{9|%;~6xc&9pvImmvTMkK z>2WmL-`^b)V`d`2xc!sDJ=xxfZss^xnXO$x{WURpI+kyAQa9}^IV7{c0u5EVztRTa z-P&;4jjo^;sH^@`b)pl<{NnRB6=y5ifUGE66wXJ8~=BVUsqQi2IW(w;0Dx}`4VcJ0a_>jBF zj#+V_VUfNd$ozZds1>exiuOv)so;)*05@x5ENawZFZa5jq-xYsSX8hb29o@{MKHP1 zm$C`#*CZnLHMMSc7kh6JTI>;$f_%^L??1&kVpQDmVQnWR6I+CfmLJE5^pm&1NUc3X zvaKUa2o@{XXfF>R@4kceP-)PDsiM2!1~Gct>rP`$i-C+~+U-)^B}(afpSZ?Sxqp_Z zq(yD7&Muv&-UMhe3>01H5bQ~XZCcGLtyFV`C`6CAZwBE%`6!$BT0nO9Vkv z>IuVH!K?uboW`}}1KIS86~?y9R&SO}tcmK|;DrgpU)oJ7v@ND0bUnmfEiFNN@!opS zB;*}t%3un(Vp9H1rs9&F^L^+T!aCPji!#^9hOLPCOZFglG1t`ek*^Lab!v)yd6_ z(|ml7n3LC(4YfEl_@8EDZ!~6Rs^I$9rrgKe?3YaqtAbGy+sWEUH^-E>Y5TFu#+T&H z!lz_yn)+NvXu6&*Y{RyI|Crb7PN1iz$eC4?9I_HJVpouo0Gx!-{QBiiC_R(}b=AiK z-MhaQag1-lhybU!C+3BDgRlb&uctcufTcXgWZTu~>VQct?1a;(Oz>(9Bod(^!^0ES ztCeSY7mVCGT4JWZjuyC)pUofeirSr`H8Cln`np#ouAzJ+XEQlq@p|T{#ixJNa-v{) zbFUh|wKU9l8AsQ0t7zyS?;2EZ>NH00I zbFJRq2`=1p{uU%G@L`<3J}4Gd!I<2L;7)!fDceeJq4PVhvDI~WEwSCUIPJr93Q|6+aT(Vj7OkTG; zX^xtvaowt&Ob939<^D%ae^C4fvzbv0r$#f!ty0N_wN{*m!~w%nQW{WJK5+B9;AT1@ zcBJ0i&t{P$H?8?z`)9(Yrb&DwX_^t8lncIPpob1a*|ZV>dp=V^Z|9LN$K$e7gO*T?9DFex546Oif|%U|N#+yQe!x`ou1dlrUY>X|I^ zcD}$`G1g>dOPihG5Tzw@P;3rGJl(N&lc0#80dVW?ic!X0CQ1yPUGNJW(IxglHvd6* zgRdG9fcXx5r0Yo1jQ4UIUrzR=&4}Rq9Q2hSe|T@f;Z(rvTh*j;pS{WsFIsO9^WSge zVW%f?;{E%$vFM*6X+5~hagy_58g9^_CrCp%@MB8)@zbwlCfNNdgzXK&JmPWmJ`NI> zxEOBgCRjvRka76b&sAsy1VOBmOSM0A%10$XI_ne2fwm&TUS>7ZE!%n7;<2Plr9PJ5 zunID+I&fZSSQK(a8za}6it`Z+ete-46?sGvK*BNMSkAK9^?K&t-Nc%uI4w_5Yk*fffdtjk8=N|D7G)q@NUTU*)+e@UwAVO6Ht zHuM!B_t^^S7IX+Y8~c59X~bYoY1DOk7EdsXVz5^9vmZUU#otCs=EG^j`FPB-Mp-XU z%et-}Ec&u2ui0%@W8LcK_EJofaW%s`P5!@j?trZ94CJ^R;z3Ck7r+Keny5dBhpTZ!*+!!Z2NrHam zaCnG?0^AsZdO+t@3KFjx>|IQj1U8cGa9Tw9>9BzZT{?Xjs!2I@4c^+R745VZkZbTlyk-i3~ z|J2oZnfD}hFPQxs7fw0cX&$EkBrV02d;Y;RzI5W2(>rE~^y%}X<>((SFX}6Z5E7a5 z`xd)g2TiLGX15ajJkqr4Cv2N=)6t8)|A>VMEL0{>e20(liQexZF~T1b78AlxiV|3AdiWW!m)2nR=*%-1I!B$lO@v$bLp_ZbkrpMn%zv zOq&x@OK+<&cV;vZNwfomlygHq*%)%pNC4r3>tx1)f>^vW)gbIJM#q=)CuDSp*%!|( zUwQiRd*9hvUicApow{E}8_h5RfiVKN0pa~C1D0y6OI{b)%0-c7wNXmfWl1=&+(Xs+ z$*-)UXU5?ooW#TN6*nvkn!2FWBuW)C1JjSNXkPhpha(I&F0H{hI>DQHFI{i3R%5x6 zqHlb;=jz{~zdw~NsHrt+cFroh=D4sp$76kujL=dg^7c0dJ(#u@S#{(?Fq%h+eY=F#gcH~<#ahFSEDiv{lclBRVoTaj1 z^Z>B$nsk{DABo6=5!y$Q@c1TXQZD5_ygB-r)(11IX&f1jUD}!!35#e+gRzbZAmUDU zvGHQ?p1aCeG}kwWv?l#{w~*ON&1L`87UU@wvaU&)bedG)kv5NMtjhrkoA!PMg-+!c zxg_YW<7MBy?LN@mrQIOc{_f!$nv0B_gSnUHTp16;l1!J7{6T^JX^Z-^wrN=R6W=yQ zskePF@fT*5Z6y<#?^FkR7A>#|bJ@WBmk4GmKp@O zR(8BQJ;=h7n&AdhZhgnoi11DXiCPdPepL!1-ssVx`PVV8EtsZYhXRQQfjAX20dq6hR~BB@^zs3hWllF(?CQ0O@5 zj*h?ku-o)vY%*+}QcUD_Pi3CSvCFB5=gYDWRHiTL0B@59X&#%8jMB=J+@I?%nVG4b zw&^%`aRmak7oxAfdnuYYK?wv{!-gu;m-cX$Q*EFxOG@g0hn6e13set$M^1jGjRxfS9Lxhu%D47NTL}PI+7RD8hwd z$mZ7Fnh_Mo9ayALo~Oe>>6fKOFbOlc#9u1U0x7a|?kGO*oj#Jrq*9Y^{dat=#E?B| zs%J~H?LnyxGfxZeoH_@)hox53nW@n7@II_w=haIUnGCLLYBqT+@2nmXiyrtNXk3#n zxR)xZYdm!1jfqo z-!~d=uKz1RWF=u|;bQ;Kpqq_^`9DVzj{mVE(gKZY?%W9CJj(po|c#v@W|%_e>(CCIpmQ@o{7!ZDIzm~4qG#?e%wZQ_1p6(5~=06^!G_S3qP zfZ2!7B+phXR&!Ipu|cSr5ILD2oS!Hr2dEP~JjTLWLRjzKw7qyJ<1wbMWGpB*MsCS4 z6ToOA1f`@(5UU@W=br|mop_44>_#$ctxODP%;ZbJT4wSUBa8b| z3HQtF2)JSCR-Bq8g7qzq0v$whdAzstj1el|I>XVoP?(#$n?^Xf#FFyl_cXJjAdnCQ z2Z06?W`&egc$2hYZ5Z|4DxA@-HO||z1rwS~m!Y)i)fW~PR;&hr!<3=$6qbJ80A9~K z956^ir5+*8?N~#hUH`z6=$kt$cl79i9&dn-JDA4^fu6`q^y|q8;w7?E)tG2@}C zddR+ibMgiA|B~5@%sYQg)6z-@_n{&1gF{nf8N>`Etb$BvvUDWR4>eV@1Ke0`*2TA|RCa#Ov>G%jRT${`rcuU1a_sSRv3S3o6I_ zeW)%h@cchi$O|(0`!hH_AwnTz2a!N!5Q{E<&F!7wrdffN;f;c1JWd~BNO$9)e7u{h zsVtw|_0(sN_PM+z#QexZXCV< zEDYor*|*2s4u}8Ya(~)@o3Ka;jYxtl4uk~^9zG1*%E7De`8x1s4kGV3gOZ5vEng=4GN#VAkZ~z7N83hE~aK#`=jLwF8 z{}XVzjMkO_b!(>_MNW7Fy8e93;T?qZg}f6#0?R!9_pJvEe~bk&K9LEd3I;jO5zV?C-}StJFV4CDSz;zJV4ff|v~G zU`iPsMxR<-!{CMBa)QA%$Wk*mP1O)Vf(u03;?nRy>Yufg)gkm3yC_XSOuw1~ za~^P9f?W{5B5CIC%~#9bCCuBq+mE04Y^J^j%~@{l=e{7jci8D?uV~8HVJY@PQvi)= zvacv#p=mL=$unZ$4+;z>h=e%gIoQ|XY?{x)xoy<0o#U4i^wp?~D(eikbH9Q4m(Uk; zE~@+>WEOGsc-%qD?yfe(SeO z;i3o4`itq!MW=O$HM1@@$G>aIzS9)%%<#>}v+P7he9J5%@{)kAmrUdsM7f&!31gm= zYR!RpOmQ3RH-}HY(;3#XH5bw&-G~fl>@eU_HZPfK{zPjT7ro6 z)BgHcxCaZ!oxx^|n9oGa3Lhzv^e~cymOmQ0dq}B`BWiM(Vxz*&dQPR_%C3A4rd?UP z*qtP=1cy`mjH!sX)AH?}Zr`~isQk~jJT;9tQ z=T!^uuJzshYL3wL{4AEmd9PGTv#QPS<9nVTF#s3EiaX(iT!MMC=a~F+IYrJ#K=6b$ zOpF4Ecy$>SnD5YeyDm=%4xV}|#ub$y+$uzp?hmE3HQQ4Csn6-DmBRs4TAS~uS6_dC zy6M(!<@{2j`=;zvRfG_JV%4(lOc-|LSQ-Osy6CD|yRgqSG9Spy^X->To#Ko;ZS%R5 z4i%NGO-H-lc3!ax_inDBdUWGh(XHx*))E>}y53qqu{K?gcj!J?T1_i`*{dX^-+f&f zXSOreFXck`o?}SMt)5aTyuOEpn!bIqn`??zb5W}AL6;CiKyA*pYJG4=TkC%038#Yi zs6ugc)*~!rpVTcImg!xc?@{Ep^PVAk@R(^eNTtwO-c-&%ZO6@{j>(FtXe;e<>|F!+ zbYH=V0*`aGZ#B_uw577zGK^!^kl1{)Sx@Cdd$l%JB11}N#pBu0j_u42y~^qL-{fLC z-ZDC1jV9~Tx3b9#2r%2paYXx_Lm()59FeOdU&V?JOem_s1-DIqUq{&VYSRCCU~#{HyLkTh!%?SkSM&Px~UbQr8Qa3c-V+boH69wP1;}xqTp<2M>_l%2Lvn+*p7sP zO5UCQSgI=My-!6Jg23yjP=i=Rvq)p(7X+U>*g7xO)LMS4y6GflkZir zRoP{8-@V}8_V80HQU@F^d(|B7vi}bNWpl^dDdl{Noh7wPeWG~O2F79Kzy*_fn$7Neq2M2BCJduj@CWR$d zBG+oNlfGc?Ou*{~4P80o9Lb~)d!RTm|8+TY+Znp+ux}U^6U4mBJzUZ@mQs_IA z_X1ne#KO#}n)T$O2mM~mg=oM_zdP4jNVXfFltA#ZELsm2%PR+^>VG}qCNR$-R-;cY@=nk8somZ z4(2f*TszqOZNnV#BA@RjzBx0yBlli<_A^ecVOE78m6l%p^k&iQ&jML7sZ;BC-Nr^x zJGSeYkk=L7i{*z#2;n^TDwj8MqkmMT-WQH@jflLpmt7RfhS<1 z$C(hrYi*i8K9pn%q~%R;KblkGS>bxsqU<5PTAYH$OljO#`xr3K{taJsfx}&x>7i=@Sr8r?rp;Il;c`Uvl<1<=6`y&U6kXa zOQlX5cguJC8p4*Rq|F0j1|VAg^^3@-(90hj-+9JmuS$-WxH)=^S6#n0{BU1XUd|m$ zHuDPsmhcAtj!dD_IQ(7jAZE*hk3OESjhz#4fiyH7l%~!aiNGqsMuad!dVYcFwFiv> z1lGDe@7|R1CL=Ytp0qSGU4KW;d5IPuZ7m$OwhMToC2YS=%`bcC6hC+Kz9uU0=j=Rd zpB2~1GK)Ikm<)H;^2u(E!9Gx%pZRK1?P93^TgmSrge@4IZ} zYA;~@UMeLpnICeB$uBWNg!FCo#2l!8b#PfeUirrtwMy+CzjHoiqd7)mhwtj6a^{@F zWQ9I^=W;(7qmDwyzx{AYGvP7vA%>RE?lb5TVGrlgk~;6~H^NV6 zTdM#y$1h1O-@>6In$p)<8!YYl>=u5^DG2#K-M+3~KOW7|;D0B>ySC0g?js;6$=|k^ zV3QefZR7oqb9F@z`WU+OE*2du*FYvOmW5?G`Wjj?Jm7ZNSLADJF*N%9L)XUzpH3JH zUpz;?wjkj?Xin1F^WDz|?Mg08DGsP`GDNe0lKYF5@BG|n*ni6`vRY%TQLdB8B|7Eg zObe;3@P_||y?@vf^RanCVQX!AfkgS2qJ=^u(-PwIcV%ZTm|fPRzCKM5+x9g|5#mF3 zk85nt)@Yu+B7x)$+G1GJyH||AX3gwzI{k5{`rDhYz6NSPpJkr;+zjQs%Cl#nrA)kU zmNa>GX|bCny+d%w?D-BW0`tD44q`Y%ILn}Rx4=nb`hOk|8>>U2U$n(fnK9VjNQa~g zz66Ze1LJV^5E;{jfu8DXE)kPz%NgG<8V`?Ep4aa@} z%e9ZEi7^b$u}SZE+BojjDFsK86*aYC&-+(%GOywimc#@oq1`uBz6DN@->3>X;DiMv z(YV-cQ4Y_E_U3v_fi}v#zsM=nBXYYQ##?o3aDRqF!?X3~q+hs=(BcKF=U7j-dcB^l z95%!e$~08Et4H?|FD1Toy)YJOaKo<5zi4ohf;yV=V&NOih{LL~C1`&{3iH&9;Wc&9 z2j^;>xMl5KJ*_<_irgKA{qP?QSTrsVd|5FWmx_~|92CM?mv(;8t->9#cH`h&E>{YJ zSAW|BoN2de8d9UPSpx6Kgd25!^b{$ZI=8mGw{_*v;&G{+)Xs_n0$Z6E4=-3B*YY=g zmHXH$v{=)Yur|`KwkWCZd!bLF16O64Fr=(C%EK8ZDc*xvWi^yzP#k8C&gZjda>Ru8 zT8|1c)m2?eQ;&M`nXlaoC6>?Klf~WrB!9?}4c5l=#v`!Shx@3{_Cd`#tD;I7 zU?(1%alY%VjB8PbAz!yj9Xiu1nc*?lfq&Yb zH|_E`bogleeDZ;u9a%9 zAifk2%+-=SuBh+z?z7$KSKpE19DkEeG3vhaw&{a5}7R=4Mg8A;(;6e8mMK5qm**dJPlIYr@Hk2(GAe04l$yeb7n#sp}A+ z!g+aI=alfhFSGN9($dB!H-DD4>Pa=5U6EokaoJC%;XmcBiJ1vLLT2|!6=A~XCDL3( z!Wyo#@JmROttvg?PSwxJ-SXz%pANN{N_PB6FS-!i-cXp;vF_tI_OhmBj}nJh@#f3d zJx?-2AKP(qCE$NdP_rI&UFQ1k>IY-h9z^#LYZa@`b5XUW*8)r#)VXaR83-Cbfynhrau|&qoZJ!<>RCIl#hQU14qAMhB{i;?p{Qe1taD7( zTV309?`JlCHEFidhUlMO0pgD1smnh$O3J_7iXS)gA$~oem2th4)zhHm6%V@Iw_@%a zYGH)v_bN_)hrl|x&ws7l<{=|%RkhB&P2CN`Aho(mVAwPtTk=WM<;q9H9>W;%H21T0 zl?UTU?%eJa43;B${QXC%mGP*9tPHEYD2U#Tbm{#eA&Tm^Y-H%kSsM(vf6d&)Y5p=0Ko+Hb9GZ(ebq9Tfvu6?$%cx2yCp(i}^ z`W>@`ZU1QX*MCmVL(LV-Y`1EwJ}NFrpFRIIC+A(ao81@D_RmA|4M}{`6^Lnc5J`wX z#75+qI?(H?+IZ3Enwo+@>&BG@;)uuAaEE6jP6b?u~25)ad0MH(}VUw>DnxjyExlA=jMUgqK2`;7`n zpCCh@Jp09h#7pH4se$g|LRJsCBrH6dJS@DUXQv-x?{n|Rt-K@g*ff05vyxR-@TxB7 zO2H011#H^it(~mT$C4tyIg>FyCx5iN zRajixwl#_b53a#d5Zv9}-Ca{a;S}y32o@l?y9Esr+}$BK1b24=!TBp|owKvnKKJ#0 zd{DG*t&KkVm}5QwC7Fskqo|p^2}sHw?83;(#KH$qP*k(G1Anv z3kNbKrMMFa=wf9LmH@hd_yF84mVW?cQx`}sB!Y#77nu?u4FZFlAWk!Yi6=l2&lSb;&bkQ8xy2Tvy}3rm;ZHP{&$e^>gQEye_p1De{{ zyF1%h0f1mLfE<$|6F|w{9b&Ws(Aa|kCLl|otvSHn9H0Tx0cfgAs;L8{)qj*VRn%#j zAcfUk9USbP{zr?rx`w7S13*GlNkb9<(qaHeYpQGf{;2^1L-boP0F*Q!{@*;1z~AYL zk{Y5Kx+;>a%)i$FUDu^<`A8C+Ob0>SdzX$*{mM$(1e9X-5?(R$$ zuFft@_D&W|4z_>k)3CI127kEQJJ|prpH3iK&|i&l1)D+I>0$}`yTI>V0Vr6Rg22w8 z-$_#Te>?3Ut%M{&>@NQi25E%L@0zxMhXb5JpnuU=0-gWLRZvk;0N4Soz%C##5Nrww zbOE}!Is@MSWrKW!%&7ks2m*+^IywF3Q2bw)(|>6GSGt%zWMu}n-haM8_y688AlTK} z>mR-O_p(jx!Om9BF3x{f1Od#gY(c-(JOAD@EAU@7MNuVLDM@t=Mg_>=ff*I;A>9Ep zxp=tz75%%OsDuI^fQN+(z{<-3V1W#&B-l*c-p&r9+8OzG`y{L&eR8pP@?`$MgKY!0 zcL#g_e>lvoz-H#Zdw*}{>cFfCwsLd@$x8fBIK+hf$7TU?0k8l-jsTE{sU`Do!oTL_ zx0&^~8PW(}ZwGq^fH~0C8RTna4uX6jdpiT&KmZpfSCFswKOO%@$gJD|Gb>XU$f!e( z3-VvpWx?k50N%gN5GDWX`kx`7`Rl0CLe8m~J=oS0U2}+A7m^|ZNMOBX8_0FX&^`= z{!1~W`@i)9n19t|RkW4V>HqK8{1qn&Hnlgi0$TvsIJp2oCnumMG7DrD*f==>-mH+p zHUoM5H7o#TCa}E=Bn9B$>f#G9w|7GRy`fy30A|tOroRyvfLZJh;s!8_|3N$eW{LkG zZWaKu)E~qOV3z)a*Z|Bje-Jx>S@sX&05Hq_K@fKNKYs|quJ8vz*cJaE2)oiB#0y|n z{tx1TXi@otAna;?5QJU*4}!33{6P?Q%|8gjr~Mzq3qim?2*Pgi2SHYA;slvjkc%zI z+~tp*{Xh1zX8(W?O3JAc5=4Crk64;!QgWU&5eO_(h*oo}KUD0$q1zvBR(42L z^FR5Vztinqo&He}l49`>2wB`80UVH?TY5TJg24ZXfY_}50U@ii{s)BYgv~!7q7S@NHGT>4j?Bh`#-zJ0cnJTE#$8IQy*e+{0D@z<{yn?h4kT1FegNuGsw>B-=o6$I|k(T zkM?mwia1+&{9%PG+S&GBgTM;W_DAXOQE{ z?tlN77)Z9qKOm&M=N~nYR46p|{71H!n7xNLBL`%P8QFLtPf8BRS|R(+ z?fb7>)4$(D{<`-dN9cd?@7DkT2;>1WMSuP=XK%_MY@J*mQsO6>KT!%t$;)(Hjwhre z7yIf*+C(c6fke(GIY_u5urVN=s=!`BhR@J1F%Vp&Lm7-~`@GteQ1ShznX1SZ&`;5i z2u)ISBwLF~^FzAgLO^LdIqiX5cAoARj;ZwK*k)3I=E$KqZ)?Y06x;X<=4BGOL4RrU zaxR>E;S6g7j*~5x#{vdn8_~i<8??*I9nR-SV7KTGy6N|MA$TKl@D5!a*xS&Ng~E@Y zXtvY&Zm}h4?i^PaH4hNfTSbq2NokllD?e53y(wZtxI9apzB@ zlLW-1=N`$`+$-{or88W+-mX8@?CaU-jvzm8BHq^hc#jy7KnhMj>R^Hy$q#utWtKyh z2Qxmv}6pdJCHld2n{cUi7l>M>`kGK>H-wS~S zm#>)${^pk<8}ybEg3MIIGB~n|bBg;`c1!xD5I9^TLjvqgez}yG1+^u*0Y+ExlPHeC z&9pGr=<_-*1zc-EGXAlc_kZCG+#2hHJI4!SdOB!1T7<)-G3AEtv}<3gzmE<@HPUv~ z98#hy)hVo1f71F9@i-m#b5Zs=JL53{+lTZ1qqA5{^mj$5Hz0U3Wh%@UC5x&!3VcVZ z?RDMx?h?@)q6OFI3YriR8Io14BFBdwRYK35GhtjID&qwaX?gQTmVaSABuRtZ%JyoC z7j{s^2Zf~#Wc;dVK4}_;T^tl7^O>U$Bl@t4{mX{7?O@_mJe2C6#jcXubJNFuEFEgM zztTco@NUvuj0zCcQB@9~lRB(BFWrmtwcQA~wo@<3idGKFkzp$)&SF_>z~XFdZXgY` zquzXzgX`;wxl0war83GMsXOcUG`Sddj736)2;GxkO-0yb>3<#GB`8kbJ-y!i_0yt& zbiM%nFr;M`#Z150PcS_t9|?xt`NdThU))RryZa;)QKsOYol%GJ)63Pwq|o|yEX?ud z97Rsy=`ScaT?Hd_1jTD3Sj|%Q{?5zUYtFCnmP{Y@iB@b6G)Thn4wFT$P}>e^Fy zS9tAqL?;8G?SJOZwfLw$63%X|qs#%pIR$tzjC^&+$-WP1Mx)1D?;oeDbCmHu*b`BG zJo~U7_ld`(lQZzEzrh2TW@B>DF2no;x>1vZZhHwmfB}=%8l|m=gDYP*vF^3l;dBgb zpu(r|H>)Jz%5`bCqD>x?12TrUP$Jow!CyI}>o6WR)3=sXq2wkgiEsaiO zW0t~O=q1Tyc5VW0KK{>1pKwI_W2^5S-PXtBsDDvI>GVOHg(Bkg$z%RjzbuNpuA0{w z;tS@oy%6!379MPMm56LH+Ao(iKKP_@1;KluuzCvi=tSV7=>cj`eEhs!X1(6A*)D9d zle=A!2Yp9(v^rI5bMxS65d0W7MBYfFU~8tPukh`t!t=Yq3}KeqmhhyML%%%&YUHoI z_kZ3}H&l+D20f0r*{HyV4X(RP<&gEFk>`U?mlMPRmz1YCS5KeaCn`{zzmp6R#dHzc zfv~#0NmrjLgoG?O=wGo7B|Yvs^K%njz31T6-`v}KPAB8oI&1H;DXc>Bb&7F!)|eFG z#_r4HYv25IPr4rHRNZ}GMpfeJE@Q7crdBNS)eUDH1A=6!sKmNhOmjKSYT_NK!J52aF(lk0-BIvQGR}& zP!(?jMgO}i16Rg6|2G$)*AxttY1FSR-E5O88tb6v5Z`_FMIQV33T6r-gW@{<%YUdg zJSUXuUWT;fb{!1{$#ZR)>fBuRW8ariN+Y-<;4Tzrf-RT@#>{>U+Bu@UsY0!FVs1Qh zZ)oC6Kcg+_i^!K{>g`T)5g~$#j2wC$_d0IrX;!M4ZR#hl=4U-e(qDAF)W$1^T=Hm9 z<3&3^^k4I5vEq~tGrn#UJMzXrNq=P*gc8*Zk5HQFeZO%TB(la`>be9xlBF#(31zIz zoA*q?bGn|V4t_Hs6jw)TGA`0>=z;!z>BBLF`hZ=|))_hJh5*L66h>$joVM*;D7B+f z>tgk~)q^HIg)G@}URfTNF_##(7TT~bC4cUZZ1#5^mf6bHE?fN^8kIFT#eWI%BmQ;18iu&&{XP(1}Vxu}a_@EKtWCF;w9cFhGn zWWJ7DHF4Q%;vnMFCKhka$-{PV$_e1Uri@e}9mf@B@)fySl|k z7fMde(*6u(<3+N`&1PW%Us)%CZz|ceF=GUFUtC>_wfz|DddKA$vsicZ<=Y9Ka1mQZGO3fA%72Br`y_PJ7B zp^#>0A^Pc~dAP7v4S%sQ{1w{f`Nt}oXTEjH91Uhve@mkCdtUfUOdRiAsrg8gdgk{0 z9Lb=oUdhPC@BX>{FA+CvsID-qb!rbW7vxplJov9q-98o8x6MteqCME0QM?%b@^ z^2~#2(R+pKlr+zB_sq;6kM}6*Zus*uY=B7Bd+Y;EM^>da;#=*dyLlxa7JM@T(iE{r_}_sfQls*FQ9#gqpSmUmHATMHPd`I*EQU@);w!^Y{Bh@4{@ zq54)O^HsAQxr#qHvZoHR@+jw0rC}R`_^5&zQrO%XaF0IhTX4K&P{n#*Oy1wb-F+{J zEPRV!d&~vnN>scOzDW}Ogs<1X7!50YwT8azuWVs-f`3-i0E)T^9s1(><50lKLQd-q z?-TQ+>7y?jlC8C$5+Vt3#Y^}Hw{V)j{Nm%Rep~zTJ56}w%IAICPhXg34#v$Tah1Bh zp|FNqxZ6(^A_a}CTO*S#r82e!5+X@@ccS`GS#FrK0b5aW$hZe{}%HW%Q-!k-tPUTxRmxFk7q<&H`bpBXivK^U7 zdH=oed!wyEIgFA9Rk4CwF!fG{HuT-h!Ztqgucro z#g--;P`!*`YadgN)UTY+D2kbuPsUX;<7{TPdT(~SPp|2vly}wDuE8F&pDxzpnA@i3 zTYoKKs4k{MNJ%`CXacQ6ZS9*&Z>iB>aXxMc^%98^tMeK3Z`Nsj*NO#uz)Z;A2vz=mv-{V?+Tl7%5E|?pGl@x_Yk$*5U zXugdBTJ3;RJ!OzTdUt|7X>g;bG0xRXPhReJyk`kkiaJVrFtYDHF10$WIkR@ZuxUB< zC1SCp=0wWCSI!X4^n=|mX;LFW4g4?GmCfso!${HaxB?xa9^5dN6@CV zBr=&(y%=+F1raKp23K}YKp83S`+vI|{2A1V*1j??2Go{YzkxYy47X;=gUF~DRjzm> z<*7tLAG(sB)VB6PW{l8?#3r_FGkKCpPJ57cRWjNlUJIHTP!b0F->7Vqq2)g8OXMkv2V8WoQ8&;4cy-rOrqXKI!Cvii)uxq zPAa)*&G!*EYVimXmYoCA9WWGUo$o>}ivo1GXB)lzgyZRLG}lYp8OM!>JJeN4sGd{$ z!T7xy)_sjfgWZl;^={w%0e@ll$(%zHo$|5i-t|SOGb@i0(s>s4DP*`&T4B^yTb16n z=$}7YR~vDYJ4#K+8r0peFnHgDx29n?1ImEIRdGPopoiYN={lX4P={Y$z%D%r3=*F>AsPq*R0d$2$^xrT^M4Ai=Can-tq~Nnh0_gZ|$4P4*Pnb+AYaQ zUYg{~)^p{RFha^G_A9npG3a6~QQO=`u^k#A(o^K!jA5-z3~(<%2j9EyQPqd}iPVaC ziR&gn$z$>G@$#2#eSZ>5@`}00aM6|HwT#Q6;ZGXEi`P|}IE@;al3C5C-C7r@=B*w} zI#{u%TmvF0!RKm|OJXawT2skJXct$;c}D3^mZoG$tXHB@Em?v~Cx%p3S-t7OQOs#J z9=qj0HJx44p()LW;~ekZ`?x#W7pvltNiBn`M(bCaO;{vEo_|#?^Wl=&A?V4?Ce5w; zwpUmVVb6TaUHfFXyS2@flfs5?^dDT3RjE_(TK%U^;#!J8mV34R)9dl>^J7ky7L09z zt8sX;M*dVO={Ia47+>e3kOzy@z_}s`N*ka;+t1=Sh>oplA)-GoOt3%lmc&1kF|D$~ zhcIj8Ps+4~iGOKJA1%n=a3#oD7uHcD6+h%{4^eb3MoYzc3OFU1oa~uJq|WQV25W)V z-mtMhNU=ZHfx8PI^%YNtpD^)osJy)-ECms^{C5>|=@QX7HA*tsulvey%yp|?%vucN zGgyY)cskXuWQ45gq*AvJca(JE`d?RvHuz_#dsPCkM$$`Bw%1ZC1{f&jdi+Qz1AG_{JZlNIHJF`xYtS8~+!W7hM7}xr8v^t~*$?Bk)QyaXI zUw`}6Ep<-75O$mEwe}9^Cl55FAPnRN+F!x#qIK|^^73)c;X2Yewq%S4n*o7VXx@S0F5`i&2v314a)0^! z^U2U+Uoj+$n*6x+d*7wR@_Jg&+mmH89DXDwv#WM~l>`_yXMGnIx#aaa@I5hQF5`t8 zpH%ROi-#unSKN%teAwj$k1^k7`uq7*?-7m61n=pK9551Qa_Gai3gRBfT&utvP50?t#Do7C?YgbWRPhJO?JYjO8-g+JI>qK?J+v0+`qVrF*zAnApJMUCgu zOCV8oLNiz*H-DRH;i}d|nDI-Q?v2sc(?z_Yj})TzwLiO$4!3z(EXjY$8I;#B4tqbY zrKZ3vcs=7^Q*@lpJ#+E*?YYmxPN#1#u;*^~mN&b{SKm``TK25rZ(nNgiGOx;Egf|Q zCeAbqGiDH#WPcy%Duq9+_4{DYyw9C1Ur?+mHG(9ib4v=BrDCj$Q;9O-6Dr8^I7ITzBu_W{^UQP!JQw#{4>MXq zeqmR^vlKBPODDF82cs)tk5cIAi6j`8}VzmyybqtLI0 zSHH}Ny3ML7pXpv~cKi^jw;kqlHT*{XOS{^BRTMjL?$lq7t{sW6K+O|FWpMgX5tmnf zvWgqrdAau7*9BdR1VYu~H37b^=h7qA&&)}5!1mABX{zV85k674aDOnKR+l-fWmi1^ zGy){!lP#{uFoC$@`AEk)zqA*AgR5@MyWvzIw!rZMr&{h`2bFz?zV*Ip8-_nr9$LFx z{05}*=%C1xL=$(i7o6A+^=(WYL4Pcqqh zoPokj9+6r{sQv7=f`6Go#}x3$oAb7bo88Z%!x0wT@qDTZrmS&^XXKei&Xjiu&ay)w zwJd9uE#{G~DyAYEy>dBA_V?!7OdHPzli2PAhL^CzwQtdEWi}j?S>LKklFT8LA0P^M zR#y_lLZ4Hl(4up{EvhQaPeHNo;gkM{JV z&}z4Tl*!BvzcEJV9W8sOrFRbSDPkraD&KVL$eZnvwb0Z6?}ib6)^=fS`T znP)Ezj8URc#DA}$ZL!ZqF=HiiEUNqE%HpyGausVVe!=Io-?AqWmUW~^JLUsc_Vhv! z9!~@%1X)^06?cG8Tdy}UFt$nuWqi_3fQMySM`Ibh$cLM&{-@m%*5fY3jPT!6QgnLt zV)do(bs{M456R6cGQ1i>T3C9aTzPCiV~KsZ7@1e^+ke31?ziv#Fc_NVZJ(DK+B;tB z$&z;9+>-jK@1>M^w_EAmDa;YEG?Em43))?P z%Qz6P{LB<)8+k6#*&?=o!hL-$;A_j>;$$Oj5>ltAe6>{Lp{7||?7FY)Ah`tR?dRAI zYzHS<%73GI>GVMl()WJj}|9XDp!_>p7xw;1M=Jivuon}6|uLwE(#M?1J@q_MBMrt^lR>6!9B z;|nr}1qV*lVhFXw<=;Z%d#|Ri05`)9I_FkUJ*TirFNgXPJ_&mn*|yfW;2*!c{1R8e z(#fW|SvM*XW3enUjCtR}(5ce7$ijNhU%-<@7Q9=5txqGKYL?cM2i*{jp=oHs|{ zn125vP?R;58`6;!8|p3pIe$?Yze<7cuLyh!+Xm0Dr0U=C=9u=) zAoc-gEHY%vI_G89x-Tb;l!qBVf81*(EE0bX8?1D(Jfe9rdfj%nDfspZaCDI(n@d}r zpJu0L>P3@V^3Fn{70)IXTEEK$DbPW)@qdULK`c?HKRfrTUP~1DMpaPEraAoC^AoZz z%`dj2ElXWcP#!vUS-=uZg0(QaZM3D1Ufp#er}W8|A?(jFh97A=RId~Ff`%09shKvJiy!hY>gdNMLWM8fU-eE~u5323%zSTe zdO~-%a=Kh6mb=jxvy&&eG$opzLVs}WYe|!_Ys#&fQwmPR@eBjfz8!pQu(o3y}ck3htPB2gso;8%YTnQy`P<8 zFkX_=SBXqnv9lX;-X4#TXmUmlf^HvUx^<;bZ6q0`&Qs z*QMnxAW{Nxbs1YO(hlbkKD_LB9~#w_$0D50){SYh?X|~#Njg2Z%?#F%Qp`@ne6hHg zl0^qzatjILE7#)Zw=crVC4XTWv&KV-aG=q#fGbe)3u|toXLDLBv1V(h51KkDgQ_ZZ z`U`rp4DV=(h!C;Uf7bs01v{tAB953GfE{(+so2 z`*LFVQTE`uuZLS}y_)st+Lrw&Tv9*7AZzNgb}%t(odkH;3mi{ggAYRQO=+ugu3#uU z=Bg6yNE%0A-F&6*@d1k(MLVQIQv+Q1HcdKI=ebrfP$4cv(QVjwd$Fx0DAt)pjuCYT zUQZ*LB}cawhImttX@Bn!w!Xk>QESSSE}fnov0v0|gMi-E{rt&YsG0U;1#9!Y<*S(I zg1m<<<{94Av?cry8Udx_WV-xIo9)D=37mEt&NBA27MT?#k@X`mPR6i1c0VQ&|2|hM z+-9z;|BHmlE4@JV%qOWudVHRi3i94p;kITmhmWo!H^Yn8Hh;d%nTjcuul0!oe#t(W zaObf~$lwDfM&+o)>5}}EXNXtc&uwGFrRm&jg0DDMhK=N|D0T-4Zm@1^K`J_x@!eky zGo)Hu$K+fDclo`75^pG*xqe_PKZIvhiO7FYm3RzInX2Dxh`?`zIa8=0Tr1GZ|D@)B zyKqXszHMfGg@1hjMOG!0ZGgMTO`v4*Ix?Gvqrcoih5zB|`eY6{AaZz%jb>wa6IM!1 zlMi--1B0^m@*b*f*^fSVX{GZ2W zkrM0XSn1<4+PU;;l#&6-vYnWB40D4U{*O-b&@o~P-haF+o87E*-&Z5cX9bgD0M$)U zG(FDK643|&cfJA58!gsDT?eKS~R#MWD z+F`Nq;qYN2`n_09kCMoks5|jsYBYXEUJgz{_}a4^+omJ$u3tZ$gRz+Gid8Nib=SuQ zY{k&kSAU2K6yIgY?GeRD4bRE;W*G^8L5U%ro$8I1aF2Ysn5`E=%7|-Lmj8jOG{{9F zc&)GhvmGBa_Gb7SYJr-}q#5YkMc_RH7)w0bFXKkU=xlRIiVw7@eCR$hl}f%DQ`|U9 z(>|!fK(!~OXEzoiM_6KDGP{SbaQ@BYSyW7Za(}8em&;2JK3R3fxYqee;4(GQg0)ZJyrbz?Zw!3F@XS0a}*C$B^kZUZd*lry^Qz8 zQGb*1ygt&Mvi647f;cIO=yqtq@qc+&GgoRgL#ioN>-i@H`M%WCg6R}%y|c|;%Mj#s8LZ3Gk{pI0#ZK37H(;MEb*;-0w~JnLw8;I&3zoMbzffRHVSf2 zIjpizMrF71l8M7I#JreiOUP9ww-!B4#jrQt-p-DCuJ)50iq627&<{28=zmGXvNVOQ ze0Z4w0x-u`)lbP+NgvWaCT~X&D28rBACKIuO|PCCs-siB;$lE^L4I&kudn^gR79{r zN^@l}IvKF6{J4PMeWA=z^j4sa$*C8W>==rIWA&OIoo8ahc@fBq*bR4`KczF^lX8MT zO=UDd@Zd@$HIPidxYa4K-hVRj^1W(ZVbUskWQz=yQ)zujR8AHlq*KIsk|)(vl>5{l zi_X-T$3a%T-Ii0eqf*%Ximyy>GJTLMoz5npM9Vi1t)x;5H{D6z;;7ihdh_(UHB7z@ zPCS(PC`YloC5U%*-(dF*MrL2tNbzA2D{c8zaT2Qo{gcXZq^N&6iGM|V%9czwnE@7R zgdU;fwAfhf8qkQLUN)c?_giYWcxJs8;jc+p`@(^Eb=V3!)K&6PR;opcC`XP>4WV%u zQpw#p6q320y<&nGw}qN%hrQfc-?vu7rzV_T?l;$43i#r0cq8F&uRUs0+Yb+>v7CMx z0Fbs_(Vf=KnG4tRdw)1>^+?PL_)F8D8rJAM$!6VPIkK}*KYpL}iOF?;l^mF4F=X*| z(njngQWusUx~jSVW_jv{!S?ey{Dtl`ZMs0BL&#dj_)n{KmY>pYp`LE6ZH&@f6u=vS z^4LxF8IWCM(-#IQM8O$q+8!U#C1>eLn+$Qnc@HP4`;U)r(0|gx>UqlFD+Q|bVIStk zoW*-S33*W(rk?K@sinjq)l}1ZTCWWp=xlR{FnV)7vUMr_RC!t$zXHp?zIQPqnN6Vy}u*R`aAZ)xN`TO zJn-*b+<$8wgOyeuHbtpsYCgqNz&Goa^fT?C7M;k?=`bNtu5@=^o-dkCjNg5fK@ccH zZpJm1gDrgSE8bAj!+&}IL3Jk}y7tVxrT1Oc`PZGK1o%G)C>7yCfY;2P9I9&!tENePgZhuhGSr`PS)#G5_0BD}47k~W(VqXP9 zyMppr+p^EP&*;wD-a$rt@*CIctk#}3T(=lB?JH+yZLyramWmhhi2Amrr27cE;d{ZCDsA;+~klrzS?U0yL z41ZP|2KP2JG_jxJH41q#E>SeRTExIPSKFcPO{3#Y=sEcH>SLx$;*X6Aiq{6DLNIhY zHrBZVU!E8Qpa72!?Q;`~wI9$IJ7GisW1O4tU8xnc#53pX>=H&Hr_)e^w*ob}MP);# zFjbwj-?9V;8&elA6Iyu~95Y(bV=Q5KV2UT7Bq z`iae^6<&#I;SqI6aVcg*NBF&>%XeG{_E>Id?|4Oee5E@i!#p?T>PaZ_t939mN-d~- z7of#O^|H*wVxJfvAAFwb`#=-huSyy1S+*`Pt@$JHj>P>gc@4R-AYtj*n&gZ+>VITFu($%g#n-U^H13J7NY(utX$(bI__uXZIem^ z%9ZaLJmk&#D7y1;BF5C&e*k&x1%FVEP|&!L*~KX`Xm&4I0x{XvFXvN|nN$^h<`!1) zxJaY=(cb^XJw|E8N_LK{Jv4)_s5qKH9>yQ>AyVn%!bQ+jH<~NKpoaz&0)L+O_vFOKyP-jy0Oz110w|Tg( zXro6J&0;AkeEI07!|08;(4hO_hq--ouj@gz0?3-$UF)&@aK^fCKQl$Rd;@tJyDU)j zd)<@${D580!K4HqZ_$V8%zq_sGi@w{YPz!Jf*68Ngdh1%sSoKPQ}|7b?mFR;tO_*` z5Nd`<-ff@t)z6ltA(-5ubA=%ek&WW2@~-8I29F@;_w3oYW7&4ALFB78<$Qb$cd>lY zh|Fr3=Sb6wD+(kxYH`zoh*>aV+{&*ff6BJR!B3kvjdT%gX^!>nn}3?UV1JVjIX5Gx zvDwdZ+}8r~tsHaoeqPaj z>v-c&ydI$#!rA(%_^@Yl`E`xaXFu1e70pnyfDxfy@!ospet+!c`GP!P;Mz$B$4#t2 zy&N_z`RA{law5FPSu7`lA2=P{mG>!JT{M6rm&y+V^==~y!`^!Pj_s_hVW2#8a-6+p zD%5em=zyL<;yszkrgysW!Mt&}1cuaz2`{2jaEi`V(Jb**b|?YkbBaE+*YmrCA}Gs~ zMiuR=Jg#a2Ykx23JRv3@UkUdQXlsLWwg=BIq;TF5QtNQ#IP&BIavPjqbrW-OosC|~ znNiLRlmsgDJi`wBaE^xkQMVdL&e2o$iE%VzgI}AbRQoOlaYOrYIn#60?tK_ud{=&G zxMliDlJ#<05BvlXm}05s`@`A0eK^s?kA%qnWkgLhCV#Y}ELQE7;pt^9g#z!~=RFtS zqV7H-#Uf+Z@VuWl*v+)yEYY0-HHacL6Nn=kPAV?G@I>X^R({Oz*e3wT=iH_z&G#^gygcKTlv5sT0s*4}WCy^z$$`sI? zthK@p{eQFf$k)^}!)u{7uC^z96lPExsln5!$Pr72>cZ5gb zje2@dRTb^?)N2IZ@Q9*ildp_nI(9>g%p27&9|qXBl>NHlS&CfLooHb>lCt6fmC?>D zc^S{Sh$naqS>6Cz{IzK;#V^!d@JdM%KgX~GV1GotC^}`*_jT2Z+--{^1MC)A&zV1u zo^1~C>R&A%# z^nV-s)Vsv1aZWdpYW~;S>Qpj?TcW#LZbd?otZx8SK&rn-{WsBDx|6Hp_4o`AltKa@ zEyY4)D3{2gjLACQ)fM>7hAO5B23Ai!og9s%GIqJjsSfRFd{G74)N*T$qiR=_;f>r& z!M7#N7ksS5#K9K==D&yANS=};W7(#=BBZ+utvi47uUi<XOLhx-euY7KQG z{G1S&2|DwVVX8$WBti0T5RN3&7eB_$G#!6Uv>F`4>~Zf-SY}vsm>2;pqZLIV!qbcq z2s-!*qY3S^-uM+Ve8Nu0?iNM&IANR)a4GOPMux{ChdUE%wwf&1 zf8#l27iqWcPM(~CX=AhMwfb6eSgmGk^1Il$G!n_@;Uek4tk4UDL-kaGi05(%X>ETA zMe2@kPV{a$`e7?%GFO5(*FZdEq{AoMsmOUa3@9E9>Ps!`C?!oP`_4}h#g}Pao zIm&#;!duwoMDZPVD3g+dMO%!R>2O6Q{Xq&S*&1_K{x=G=O{_d4PoQo+RvI;T)G}Y* z4KlYkiz|9+X`=4|ZInXF(aoQW!dQQH+fqHBR0lbAl?o88`94Uy^WO<e zZlMCQ6}PxF1Ydg1FHKN-Mn=7+B83STPTq<(tS&CP|Nyo7)2c9GtF+&yFBLWGj@8U$RESFluxDKm7nD5VL)QjZHV zQ#_T}SEpx~!4c(py<&){DA@Wbr_X9&Wf#CcE<$3_80HqgyQ==`M>fecdnysZ`pF_b zWsugYBiutoFlxB4=heGc;*;3eb4N`aG;p(3Vc!VRkJ?<%Mh5KDb~b;IMDooX2Zlp0 z)QwNUNB#aWfgj+T^j4genv8OEt`Xz6VtFHKk6*#XTdu!F;4RzkNUaZJZ>U%d$;VI% z`s$1I9FN@Tcde1S^%bh#UM@am`)VKi6h3j#nfzQdK>sINXWV;SGDHwV^*rsBao$H_ zt3rmWt3o?9yEk_Y%BFua*TpY|HhRo?PNT`*7s<}`)^QE0w_?6>J>$CZ8*YxG#^W7b z`L*OxAgWn3-8yXj$kJ?~pUdB&{_o!mCN+U|xL&4w$!_DCzQ*m#pzBA_RX6(KpL?|a z&@s6TQ+~jlqlkxQ)x5S z*cbGf@7cQ4b<3i?|9U^mQ!kM~Z{WfCvy zPZ~Z{Vmqw;06R{s5Sybt9#bEdPJ!z@o3JZ5pfNZuciMsu-p) zhUCDK&{v#;e3JGqwwDx5ZH`wMba&9HE3k{2<+0&?k z%m|wKluUI9hZdeRVq8A%y&}DM@s~6%;S`QTdU#cU3YfVU`Cl#K3P<#2zlSt)dR(NNm!RKU26Sm{Ier;9xO zhCNGBQ{rMDQ+(&dqXeE1jV8hy6^owUxO)eU)j?-zA*4GNMl81YXv@dwe8Do?>7{`5 zi2>GN*V*KBldT>%Yzo>se z<0LTwQN1^g>);+~!_Hweay2?}(pBXV{A99%Tf4s}aJ^O`O05$>eS>K67*<1D{y{^n~vuC^E zVI$!U*)3zvvqO4jGZ;zJ6Yd$TiQk0p=`v7`<~Wk3=~BxBjKq zB}xejX!t#;nV;T5VaA2r4{>Kuk79UMo`-0cP+hCozNruj3_4kdUExYZ{w&BO4ii&= zB;6>7YBmxsyh3r1HQ_&{`FgVisC8s?a92{2s489;_S2gzw;sRtEAHiWCsTimflD}N z5a=OnI7f)osdL)r%W@E->(l)LVID@2IP|YO`jigou1`*(m?U}0^0lKHcby`jbZzwK z4~>U&5q$=x*kbaL7X(>C5m%cHX8|SYa6Vt}T2&li7{7+g?}-Px9y0IeNhr$2*UC~m z>WOVKb|5seQU;Ne4fj}oY{7q5`tf<9bUn7^43(^E|D=ttO?Sz~*Rqy5U-`_tTRS!z zGcRxNn;YR}yo4Tq@`V-W`!`j#7BtI_1(~#|nc{ABvE1h|Bt7ViCvUTDU#3~VL|p2b zX%dH*C^agfDQZ)D*J#hqaV*T~L-ChrEN(`v4!Rbc6}Ep~!K9mZ2ef2@iPR5iRxFiLZZ1ciBo@d#~}y=0me#8NN=rE9@9{xH5iyo~TIMlsbA0pBDal zyiI=SGy9=R1lTQ z8S96uh3p_hv!Jw`0lvQsm-XrykuB%1L);QCx9G_MSCo90=+l2|YOW~g;@4-GNMB}v-DNmY^$`~8+KzdI z@3sKOa5nPp+FO6Int=N4tk+c9_@f*@^+V{1jfbOncVjV3Rz%v6qi`5=V{gS{O6RSbWf13EY@j3Jo4-Bjlb{b9+K zHi6YLXkxgCS3`H9)1_Z58F3C}P^C*(nQP4w3?`Isf}4%~wPB9nWXR}EFo=D(N~Fex9W>@4)3hkE?ayq>l&zu{fL0VqsDZB!oc-o97QEI+?s2(qT8_?oX0 zO)7!8*UG^dW|F8J@0~TWSMn?RzBGOhQ&p-f=xKkG+yEs$?}(P_mhBTi4;rmp$hl_| zdGxSh8JoNm!RpWwn>ohXmM87%D{YxWdMp~B(-`h4Xf@w}C}u`JMsD8TF9gncEE6zI zrmA87h8UHUeVLb=v(pv#xokt&OtNemjX4D$7``bf`RB{<^E(P-6_j^e22Vaql0>{>R z(x@GSmvs;HZ4y;|E%iRP=US?Vdd9+K6>wI6g8jkUgbV0byLbbxBpPzvv=7j}6l?Bv zNM*p;H_4>#o?xO)UCr?1y9jNA+q-4f{Xu`@@gS18o>*e6YUv{7+k=0Gy*Smv6u`3( zuXAmr((TlF{kcaSEWO)bYR?AliLc9Z^(y_9zVLx-znW!%>vX`j1T2g{C)t=hkt;Y> z^O#)-`lL3^mZpID&N6v+P^yD?r)Ho-sro9sY1fY=O2p8YOTr@jhn=Et5P1-Aa~zNqaap8HNS%uN9(Qw4l`uZs%o=S5g$ zrb3SXILQ;@_*e6N9Xvr=qRlYIqn7m|OGj5IP$CM+p~U0pk}7V`1xUmn~LA>bSyG>=-k zSrP}JO8Z#l+ROP4hW_ejXmJ(h$zWep`5l zg3mTaypoP1DI!q4d}aw>mN7lZUBB@PCOZ{vPxlT!h>>$$ny@>#iBomxuJnHxP;iJ% z#iN^}8=v$)2p;D(;@S%d;nod>A{#e|Pd<6aRmMCCbBb`B@c2cv^b)x6`R&M(X;eHY zlkO{-`R+;=93gJNb+UYajkUoXXwYUe1PwFBVFs#vZuzLI4ps6RR%Sd%M)fJo{w_wy zA^h7dR{j^0g`soo5B?QG3zdI(V`DFe@&_NvLcZmAbtAPV@#18~&qv5quVP{p%Bk&>{39$JzLsk?4oSB34mO--U9~ot zBEd=xKLn>-&{4Ru|EZ6JY_?~2`iZrBy2)K*6toZzmL*^kI&4qvNyg6T4r1!v$1q9G`X#bQf+`hRtyJsys?AhHvZiS>)y~ z3(%9Q=3@P^-=KgG1^q$x>3&mj4SjVut~^Y39Iz!`oD@a%@13+~VmgL|%+r6SMl7B4rXr15f%Rxz~TB1C&g{{^BF4PFLT# z11>!UG72duVh>TnM7#4a5_5n3&yuO&ZIJzUG=4%kmHCZC03S+~#cYhv@5N?z8||H8 zLQ7`B8KALr9XE{+b^U2>RW1|S1q!B;P#8xzSFQIzMxH$LM_oISh|;C{GE6+ZAb9%L zhKAo8AR-`^FYtd;@Is8Umo69PT#U-hp%Bru-8(2GQOMD`vIrW5<>(u5w=t?p*IoD- zesS)8j-u}$%NdYRoG@j@AZw{|7=O1e)mxGn-Ok6~TSk~~{*L=Pph%DcZ1jdLD?Si)jJ3{`!v)(`kccg5OpVrrIQ{hd}K(aIrc%)qv& z5d!WnXn}tOz#4k|NHeFAq3J=ZptuQ=h;UP!7)Y>jyx!K_q-AbnshfU6Axnw7%q-{k z1Tc>Ay1S4?EE%hOMs&AI9gx(QqG^oh?8cANV}vR?rs?@*0S#R{_EX-X+T43JAehWZ zme3yJb}8w5A+i_FbX6dDRVq2_>5Nd*RWJPgNs50iWlRF3wy^ zR=_`bAX<3}x`_@Bl~m=H)>5>^7YlG0!z(D}>f@)L7T#J@Z$X$7H?+aLTPRt^`}nsq z=IYV}#q-=93_<}54OQqABMQ@Wxe^IwM$0b2LI9L4JdvSZlA%36tEJ~xK(M7HJn91R zXrq6`HkIhrU$;0VOKfB!(zUKH7W=nd>lc|};&7WxY{2QMC)O-kMr>-9lA&#{HotPG zUQ&#Ob#;jPTtFO&j_#@x+-@4LcknebZ&!3EH(eEwK*6ll9pZC~nR zjX0Y|dPpeV=+UvxOS@8)#;c=D3VhhK&qREafOI;t($WS)L>7##dC z3P9Y0$LtwB8?feMch26ODO^?><}Df|GuW-^-1sW>sn4<;t(9_`;>zqy(R@~U9XNlR z?B~$kzo}=Ik~NS(*UD&5+>W)?HX>uB&bsw0Q`T4TY@v4jmWmO~``!oa@pCOOPktiN zB^~s2?Y2K?Sn_&_CmyQD8E9}*z|e?0ewM9C)|-H`X?(N0$WXiEvEQVxVcqcJRKYq- z*sAA$S-8moPSUW2zh%W1rHw@ydkcSHfnBx`y&|DlYnFYLh~d2AciDMAm7Bvws{VQW zEmJ&@2=QydzK?LVhb9=~czW)unHGzfL4y-A)h?NMY$)3i>D6#5cBos<13aMnhJW!f ze8h?PcO6b(rS%PaTu*ftaF~k+GdntcYOX4nl|3^uS9$PTZkXI}q$^P?UA190Z%?jJWQRKWIKkRwo{0BE$vaBAN zW6e9}FyJNW2U!W)AMSoBqDtz~=|HdvISRn-_xVR>0)s_ z2hT*lG<>Nxf8(Us=W*+#-3a}I6^j!;i)?k zzfFI=>A?$xD>Po|z>In~O!=D2}Y!IB%>5OWbY+dUE8UlKFXv$?E$${~=CE3)|z!lPDUL=}}+ zjoNz@k*yEpqX>UMCiUgj7=E4XR3TX032}H9c_Fb- zhVX?F0+vb{)D#nW^bu3$(JhCXZ=U%rwo2rR$-50DzgGk1ELH0gB^LXu-BqQ)zIt3$ zEv74*zFrHtQjvco*KN1c{|S^Yaa%viHw$fA z=qs6=t$C%eY3{JGYT1Rji7BUwd9p;@y^|6pH^D^yRNLTOZitpzf|IleKEdQFd{*y9 zqlKoUYHY=F0pM@&Nd6&1Bo4s|1k$R4B>FikO0{aCR|o(!#^S&hB_Hvlr7kJ)LJyNu zV(cgp?rwi%NLtNYQ=s8RMI>M-QGc@l^{bexOd9-l3w)GMqz1jo;glzTJv(20v<(8#16%r`0gv386yduw-Viq68zkbje8D%N<2y0 z9C+x&b#j};Gqfc2=v<~7xK?stkr&&d81v(y}Y>7vZhtgC=-6@-SKKjNTd1_*8clwx#7p;u}FaFmzk@f;`l7>prMV^ovAWxMWE>t z+-N!GHXN-;?`aB)nd;QqhO`|yqtse*=3L%33qHFDHXla`U4q$)r z{iTRHT*!iuAQf&cuLKxEtn=JvF*0gXR}(@zA(S80bbgH!L7I|B*qcqgiA6d+*D@Ae zHh$QIjzdOmOfx%U-%%JJwO#H{>Z6;E>mhbm(|>rpBW{(aqKgu-NhC(ZoVRE>XWaj@ z@_mpi2~X#K3J#bq--9heoXL4dg*JZ+)y)g8YcZo8(fldD?Lo2Paz+;pmSD!}Qmhxh zW)PI7eNAuvO_-pH+a|kg#Jw4UoM<`4oXSG%nH_DTxOB)YOY*|)(KA%qcbn?V&dJCignH~~35jXU1&l~tFSl$0K7>5dcCZ9rZ)pY}rMQ1xvh6;k zq7k;0C_zKMdECeG(F?dPZC4}~RmCSY&SjefhC}%T%?H9SGJAy!RIY-~eebAb%J-)| z%jc`I_;)v^t|8hCn~;cOap{?}eix5`wmSmNMBMMRo6e+9HDLNk%k|z|S_#1zzm!}m z&?Sy<7t};O=YhfY%6i4kePVw}V~>Mr8D~Jt>xYsZ|H|Dh0r@_}G}u{MSH6o~UC5ay z=IX8#s~lgfXFG+6ZfQz%9R<;~gX<}to~yYNIvS~l%bV3sGvznBq>UUO zJ?aTeW89KDj?^Y?tsDzBG3~zC#Jjo8d?VjqaS8!?2@!7d1IPc}N*I4<2Eb|!sQUb$ zd!Ss~0Y{iD?kMjt@KZ6Bh&Yc)w^f<1d!PW>cSdv~LWP^9>f1XJfBl()ak*W%ZIh<_ zsRr;%Ah0?u!F!3Wl*`xB)JDZ?wFW*Cyn%}&0918Wt0vM7E5#v5(=60tk zQ06KRGx_k68nij0I~jSW6p;9)Fm1GfbT&!}8i5eQ(K=bgowR?&$90^FY#S}9;`Q41 z^{c|(Ra5KmY2t@)WZvrMQ%;(y?H>lPuX1xQ6q)rOkO-iEg{f9*;ucM^BbaX{ zH8Q8`l<^+BUkKE~kV~6+h~TYmh?ip9O5q6WG`4fxE7DJ zapJMLsbi?cStD|c!_JN7f_inZiUJD8KB1WQrH5IBr!-705DT*?=czh_Fhae<`*FBRTLC`DB zzmC?N<#&-dvI|hNw*3&~?jR|t$HD*p#@N|i>3V+(Lc&%ZrzQz?)>&FHWF$dFD(f_0x>1iD~|TG?VeKqx*~Zy6^6P9UAN|y7*y$PXZf(zQPlc z_65VP2}B4fLjCyEyoJsK*(P()oCrRA=(tWB@qHI#($T8*V(R2*JQ6T*@E>{uw=?gN zUITv;H@&%6fx&w`MKuN)d-~Lo=aII4kj|WXGO=ri(@=hU#^Fdt|s&MMA>0r;?o2SwPbKeeSCwS^J z!!3++cj{%))%FAespuOgOJhKxD8E#`zA8N*P03g$)3tw}_N4j%!JSK-|{&o-S zMIivmqR4Q9`R$y{@OR#Sp?U={oItQbD>Nt^cx<)%!>aWUCPith^0WZ4T&l4!vn!mz zqxJOHS;J^4W+$dS_t&q96VgdUX8V6z?#FVSCRKml3U)e&6;v^rU!E7ZoSkIB9WAI| zhK{T}G(aEPu;OscO8~d>IIFi~K%wyz6F7Gpb*Tx7D2Q*nNlbnW_W#uW7ywk4iJ?O_ zw0!z_$kgX4er<3Em@HAGl;ijM#27jA%NbD4YuDYy~jKE9HNm2y61y zNdP1f|GKF5yfl);m}{2nM8EM?sihf2vYuXBKHV>5A$a=%weZLuieE`VH|oY`i3XR5 zNZiP)FpqiAU$+y_2eEPO$PV*~Q@=iOwN1^9aiviN@oWMJRW@QMLT%p*%|pDs0a*;b z4_Btu=NdvSY#I*slx!#6n2~<~)6M_2jal%&%Kk}yHI8h~N!lapi282#Lnw<(257;r z0aj#;_x=waqfK2#6EXqPo;aJBO3h@~1t2s57WIefsV!scMu{$bGFpf+*nkrS`o`(j z>!DKNx$n~ui`ieRc!Q`S5a*1m^=-e9*F-Uj{Wg=Dt~u^r+O?SoPF;WIbh-4bUiDTz zvi#DKkX}LEC5OkJGK2x!i9KaoRqTF!(6y?8b}h7m+o+EIgQrPWe-|~f#GCOLZ%*FV znfg%qA$KHAPRbH|-+~b=+>B~^#y8(Q6dqgA<$7cPu;2(ca`^5otFJ07X*TjzDyoxIX|`04;)>-a}vc`D8H zR*4Yxry?laJvV$(-7}1`rz3&$FOf_v=FMu!N);?UyH)UEiL;+ckRIZ%vNKrL* zQHVXqtu8yr)QiwNe3X!Ch0hJ4`{+)gnYnJTWH>w+aG{WEh8SHjqV!06dH~2^{jir3 zEhWra5A{%x@jib+CWU+!f|WqN%=?d&CF2YqbV+?fw} z=SSOa6wW*UyJY0B0uxCo$t<-XMw3O6V_JeXwxwQrs|^aEo7VPCkmH+a^LY{(*?lc$ z7D6%7H<*n5FzZmaXw>%VY7RF-{#Ik`H|mxx^5Kqiy$pZW$Qfy#659NLnCWAM!yF=a zKf8@riVm@sq+;kF&g#;a;u3p8aM?iN`F^`@ViP+U>%AS%-Jij0R1%Sc~ zwA4<7NX&o36Y26JE7)lJx4uu}X7;d9*iWfuF~y4%8wF59%yn5Ca&hdOnI7&iYxT!f zPIvmD>^-tN&&vEce+efsFOy}os-T-<+{=%44AvF}ZOy#Ogs)LXfzvJFkllh`clYRz zO@>47th81_Yopz5%`{vza&%rwAvFHls_RN35wD$_Q;2%$$1I&=QQr;5Bt*1p4TChZZe0`S{$E z3L{*QS09E;9jRA~o`GSqigRJha5z~+qk66`wGQ|kqCgKKwBOwEQ=%L&SvxG=m!%HN zeM8UukkGpZN^?4IcyP%klj z7(v`I-ajh*Ll8&aD6~3d@Us``JDHjk$0^crL-Z54m-dl7Z+ev5xrzXOyD#^H^-!V9h!I&>JZZ!B8Sck+D^en-6P zvIA?WgE|I(kffO)g708w_c{7+IZP}CKxwxfv|BrT%Ug2T*j-C`v4^~?bP)5IW_QPO zr4r`ge5U7D-NW|@G|D=_z`Wh#kY`gnz7DyoiGhBS2R>gL8C@@*e?T;#b2Wd1iF$a> zH>No903JhB(CNC`(z>2$k>+io@*Cx@izK4xkg(%RznFYX9ae)Z->1B& zGTk#Gm;BroZo(+l+*tUTdJcb#G6iBQ+6#SpvQW8TLkSV9QZFZwWEgxD3Q*6Owh&ZW zl9g$4(0sHDf2lBhAD1e@NyTeEZ*fBywqXa{N}m_2SI<}3IMNwSJ<3~`8EVGQM ztHr{(l)nVestYZTAE0PR1!pIy{#9*fur{#T3QEt@xjy*RFt`>m0_<&!WsA5 z2>BET=b{;(o00sGgg;?ugON$leolo&lON1Sl|L||3O%&oayOqzy_pdVmtPDdF}x5s zW)2mGsuAAOr4fG|%m7Z#3AT=oX5MaRNq1}?fNaX?Ew5BEwa4A<*bG}q4xOWM{n#>HTEd{4Un>sjDysZ1h88=|Km0pqFYX5yrV;$+h~S zndfNjeaLeE1f@TL0e18S7-H{;1Q_|&l%)Lx&KuowG_~Wen7lLtFHut76Cs7Gl8SD(Dp?td zWq^&>kpgcP5U6D~rqVsNuR-VEOvF|*RIR|o%W)g8AnGd{-WW(QTye{{%G(}R;LlO) zpQ~yYryIvcC#5b-4)!*gWmntre?6(TI!u=%b1r`hP8Hcq7oSD|J?lQpc9%3NR7A=0ftN;;T< zFARU_b72LXoM{fA5}+kf?vwLLvz=!ZVui+S46Gk@%pAZNuO&h&%WFS7&+>-=355*0 z<^2v-M%XhTLziyKsG^PcA%*Ox@BNTIrfrEupn#_!^60G`jgxL+w(GGYG^8mVy0PCV zh}Dl+^FyGSTkr1`_Vl`!2u#8^;p*exaHfB9rC#)d;Qn36Rz&F3{e39~7ZuhMsC_Ea z^T)4Z-dGiZV=H;H^!jzr?2fcnlEWF_ORwfo8e)^n?>tVzjFia!J)`?jz}%PIt(M31 zaZf*4{gLZc#zY^aZ!2a%VT$Onuq~4!DsnoFrVdVD{vDXid$Oq zDqFppG=sA}lD$eRtD;G)%>^yr(MfBI!O8z1E*q7mCSr&I>NXr$#h-p&{`QmsUhS^n75y?3Nn9+4ZQJhP?fZk?g$ z;!MlHyU?~DGO*?vdVVNndC;L~lkS;4Lf9GeKbr}5V3L2!VeXr+5`{SM3ci1G%(4>k zz)&9@A8nzxV)X1P&itLOA_$DwJGShCepMV4bE!?40Fbm*O7h-)4RDFgq+DpV9G5I2 zvSbe9`*Ci5f0cLb1(`K&ue#@;9WKWHX}^LJHwCm385le0juQp+q=vdrvA@Y6dN=do zJ^2L5Rr7M%i&sDp&1Ox0pgn(wXr0IWIfv;4Wa1rkvq1RREoQtVjdxVOm*))Y+d6wS zqPq@kaau99!DJ6N`V_{dO_!I4mX??3|HLyh7FCo;I>08=MOq7xzbfKKhnQSz@z+o- z=k3tCd{#L)Q5cewH@a(MMv*cVV{$$ha@s0^fm4LEw*4(A*5x*q#B>I{-V8(J&eN)T z5Y^grO&3QKTS5R`>KT7k9a#_dkKs$bbICbLT#xkK_8yedBKbP}^R3ReiRzKbMHoGuq*VYYHrNG^|1 z$44|k>9uU;Lq~wbU2!5NU=JPD;hipwDqR5F~`ft{fXyyV{u@Xc|zx zhd#rTrn`f1!EFsND-2n%zM7v!LkX&vfh=m1){}uS$Z4*9#yxGVs5<>zgp1bO!I|V< zT#X%7l7fUkdqhLU*w4zt6mDqmZvi=(*y z9(U*}sj6lQ;YIW2ogM&QEo#!5WBvMLXg> z*vix7MR<5D>utj3{A=czHEwGNe=%AO6lEwx3zfV4K50bHouZf3$*N&oKvL0H&3tOZ z2RaG+r`fRM>?Rs3b$~4OSi$3A3)b$)kTMr+fgpdF6x1T&_mtCN@aN%RbzodK_5O1H zgJUb_0KqHeo5_cCgB8nDZp+a8tXgJP6&v#R?~i0Vb!|CHj1-cli` z+mJ7z2zDe#(?m+`M?68+@mtK2haY1;n&f{Z*T8K&pYO~Wq0BtVrt6>KgJo9uGIELIuT|U4aLLYooNbl%L(Yas(w(BY ze~KNs)_7u*3*>EzL<_1Ztv6t2Urcgxlv-EP00m8X%f!hmiyZ?u0d(B6*I4}?=WMH+ zunt*L2!xVVK%EqGeO-%wS_$*tX=Q~E37&{L0V`IG4_`C%B#C`QI%`;~uPA>?9KUbW zxy43t1`W>UB8a;lu|{H`_wqx(kn94CEmp?TswOkvdNs&Gb|CTq33aNh(5=csk~GrJ@?I4q74Sew{c;HJ_M+OiKTzkn<&FMLw3%If)3L9F&YR&LV+3ub(Ml18n+T;`gRb{ zBx*FC*L?68$f3Fb*>);XJa-$nZ-<5Zta{WFdaT?GJX1m4xTeI9ukZpJ;`{c#Fg%#SF$04dAg5ZTei5@AR*bv2ymHqmt>=@&h>Q%Zl zZh!nR_A4W;|Nf5L!Ej?xjxgt#V4Cx?goX#a z<8?+d$)soS^{TtM6;JdSAV}jzTGm5f5Ft3}uGnxjkYl8I7bkz<{ix#r%AK9JcE+Yh zy}@$=3^R<#kX`J8?6qrET9#Ox8PH!oLP(KuToLBrzI6arn}8jdbGNRw$tub}8u{=& zThYdGNFQk^I9!JRcnwhx_FyRj-83ZBqN)}8v)iQ)1ix0E7 z=I)K;;Pp66>b#(xC1F%l;3EDEU6lyok);juISTUjb=IlfO;WAXx6s(HEY+fA=>zgA zql!(|Ret^)KQqha;*wE5j9OH}OC!q4`b3HmJPW~Qe^7rqb|JuE4(Aua$6?+ySt+TNBdd6tTNjYyc(>wP(_lw18|2?W!jOI#>8C=c#l{Ok+YP!? zvDWm=E>$E)9dh{!AUeq{089@6B*vyfa54Vj1nTK&j^^KWvwY(h?;F2KL zi}(|9IBpPNC};O7)km0`T{}9=E8vVrn>ENNk->kb^7nl=5Of18(iB$judBo;6QnQ@ z+Af&p!2eE}Cm(`&$wM6{>`FjP$g)x08FyKi+#f|rVsDO}GAsBe>m?FUY2c95 zU;=+$OEU!I(2O-{KW^MVCzi9(e+k~cnuorFG8%-6otBy=lfUQapDZ6`Q&#D8Tged0 z_4fcbAEN*wV1BPOyL_c(w@64Yq!erci>w4vcSs59O^ofbB+LMxkv3f7g{CvxkWz?GBrkNzhJew*kcm~4*l|N2Xj6eLq>lm zzJRlhPULzJaB33&v=r#Z%bwbX@2}+E_Aj(v*cWEDlF^>!?rjAG6=s7#GqmQ(<~9rO z3-$D@X2#7R<2`n6dGH#0HzinwMk~dgvv4T)lfmK}F{#@m?t{nJNLRV#>^48JVbQ-2 z<96>FKPZw^y9urzV2uU7C0b=3C_#Uw+hoe-kZkr-3&ZgA&(qB(ixKbu6kn%o63Jak zHzgzr?P~jm@+vp}H1MX9;I?Ivd==(vz;cA75Bw6K#GFk6LxOj~A9$8k3tAVg$=9kl zt&}*g1a@5on9aek1JT|TOnak-$26GV6TwU^{wl?yM%cPOTC#nUe30Pk6l;Gg^)Loq zpcHDkz+P#;GmvKr9vmO7d45e)&WQ+VMH$Zqx~ON*e3m2(Cf6!cKS%{GaJ`T;yA;hk zs+BY`IgWYBSB)*o^Aj*Om zCn%M6xI*Hp;w9G=Sn5Z}yE%V{_G0NNu(teIK$-{}am=8^%xoI6(uB8pk{PRnTk7au z7|?Opr8JeQUj4Jemu=Ln2X57k`EY$#ZoiP4ELpvu+{5Ls>`X0}8g2o%`JQ^~gy5lF z8^IYlo5k#3b!kwG6vWY3O-Bct{?FM`q!niib}SxsaY~qputdq!6v=<138{I>apk@) zo-iI#Gn)0*k8|xZ9}}WcuLY=68M%a)uzrlF&UcI*L_Qxs1g~Q%TRm(>loyR7)}}7{ z6O%PSU~HawM`r6FDjEDNIh)&1B5l1&~f6*xWBtKk-t;U5nIbN zg9Z5H*L7Rgm){G-27G_8WqLr2m6#Zv-7_3w9aK|uWTZp3@U43c z3f$^sK|*pPkSL9ZSzYl-KOGqii4u+VVR1QMbvS1(uM)^<;4G*C6jrne8CGk-$OpRu zx4v6M8hJ$E89KX6->*mCpmt7c4jC;N9$BECqsXD*jMP9U0c^|X_l+k_zZLJi?ST`| z(S!qv2bl}iODccdr6a-4xS!J>ngyY}dE06DuxpGV6%{f8l9@Gzi6I*-)C2#Xxv}I% z_%5;WyN^1P%r`f$Q&QW+HqXlYYu=}5`Z;i=kC?=kvVH#cZyY=8c2@QfSn3ejFPSSx zpBi6AS>UgBuxx~;^gGCn?Y6A3Fuz0T;a5ZFcun!7k91*xYz^e%uO#p`h5-_vlTvx zMwb19`kbF%Z#D5Qr)wa9$s14;B+=KESF^PNRdYj{E!G_s%;o^^4y=J?mlIT7Q?6yg zRfUo6Zx+M~ao%HpgLx^^b8H6gQ!EdWO|Ft4kWE791$mugak!0llDuUEV>p2Gwgva9 z`Jao9VT05dr|vqn4(^4XqF2kD0@lavd@1-;_C61wO~NvOhLQGhUcrlz@*d$TCr$wu znS?H|b;qiC9D*vp1)b4QM!120^@CoJBFCEPRd|il#wE6jXDi{CtHyS5h1ZS8%&_*non}!lXz8r7|N;wEosbe{JS;6ftPKlM$^aTig z9GOxd>=A25|GWt|(xS5M5++L(Das9VA}0Egpw56LBDS>#22FGeuIU|fs(%d3qs+WK zsF+q$$f6T}eVaA>lr%ps7DYp5l6fy0`c8oq^(FQKy&)}7RHLM`qD-r^-qj6S0Pi$H?SX9Ia z%`_DS{i4@0Z>J`N$e1%7M-$Rg^~NNAgIVjsU+et)L8xh@-HkkJI6*}H%Sg^^Aix2c zuA|~EY64r5Du`b>WnKf2E*VN>X3gen)4yp~6tzqdxlkx{M+<-Bmia;`WdNzs%Vua1 z;D|1NE$QxCJY5-mI9C1L!8x2&mhy2IwML!)wiVyG*>$4&sJ#r}1RTVcKGsknPauGo zm`#E49Och~bCzMkwN-v7Qa7pjA^%OdYWEP)5_(yAik+AVV;4awCKxd?M01m1d6g5M z9^qV9YG%4(`(l3tGy#ei0TaVn%OO@It$Zba3lrMGwety&i+tOKDK;_FKC~@Y4oWH8 zsVvpLlX;30!WT$9Bazj?#IU)eR-;#1seyDeL@RF_?~VN(VKPZR#ksyPCe(w3Dp6Qx#p-48t)0=h;Z?Ll|4A7;+L(VC_(i1-%H#~kgY z|KxZifOlpCIFNVdE9EpAl>{+$AP;oH5>QxqN1(CHN0xRSAeAMyN7NQsqHau&LI}n{ zXl9hBGAzT?l?J2ztVb313pOO7W^BxVv`GH!7@Q3(ujB6~7oH#3u{`Oo10~35Kh29^ zS7Wm$|LZ)zOo3EGz3AE|i;| zFZ*7E2kd!%D&4yNgFuuimxle4V z3saV#v*QhZ6XgJG<`ORJF-4;r(%>m(Q6q18bDrr)1#%gwG|Dsa6MR%Go#*{Q>nQ$t zqOHF4Dx+GQ5lnN}OYAy4OvFk_7NgzO|Bxb`a^P-;x$<)oNs$gr0L=kklxW|7`st{3 z%7bD%EgQHz7i&k>40Gv!vk8)#mrN^}M%AG*{WZxiq=OdkPiQUo?VZ(cZ($!!3Pzyr zH(+Q>3L0OFyye9>0H!phy3nuu2{uJy89BFl`og zsEIxAasRo1icbq1XHin|nD)y-kNumq&EGUjUePCykYqV-1h>3+wZx2um+gm?fJh!i zoI|YQs`a-{lvBvvOTJ4c2a&xPOFO1YilLho<5yl#K;Jw@sE{P_1Q;cTLzJY&W#L7zV%>ge-MNtA*=cD=bKBKOGooy4w$12LW!zkI@6H(WI z*Gg|TKm>=GnNV2`E^;x(K3DbQWfBH{U9MnhfSd+{>$ie6!!Ha)UuenpWh^EiW;@m z2p))eE@RJsnGX_6(LYBdv(+Bip815Rdf3v8Dyy8nNkl(`VTUHCLDeHwZG5S5L*C~4 zjoYdJEsp$*;*1^kgDHuJV|5{F#lU5#lK5npfMMfMxYjnv%4*2CR9WoqZ?C!Kk~)8A zZi6j)EYqViGPum=7*sn531IE&Uk!Sm0wq=pbUku^yZT!(j`qX4s0`z_AIR5hm4>jv zICnH0yj#>*fOD^`38)->O|&?cH+knPV0O=)f+sU1N~05j{Jjd&J%IZn3m}52HbW)Z z^fXLPa5dd8oRLBlnfnhzZIz$XvKSZJ=jj4SffH#$bT4Vg`y%M@mMzR2wFgE896&Y(3A(laf`mwcmLrRV zi7yR=s`Ts};=_pVHL0*q$<5ql);a8(U?Wm@>!UJ{il%UqghrKBkH|}u@}t*{9BdA6 zx{6{Hn)u{2UPMlzOi^OKNPCZd%FHR};>|ICzEfG}@WticufDm{B~H=K1|GF0ePeZiuEN-8+QnctwfbrQ z-wP1OUXu*Sxe*!8DnUqz%$a0Ng4;tpG}Xd6vbduTL0a#undB}|=|Km)B-xICpcvDC z#A#h9)vp$B%DKSA*Yz3IH0x&qGkVBV@T`V^<26{ke^14ywC=PV6FDd=5^=FkB+7e9 zCjAHS_YDr}^WZSo;vM|dFJL}MQw5c2N2sU11$E>@7QaJd*)b1EEcqc77;Woww$vR| zaYks}tIEX@V{lUO=11ne8H%xtN0d2#G%*ZPv@#&IEx@HKolOBzem8Ih71W{m^#Vga zX#-537jV?NPk$`Wk7dy@FfB=+OvW_SY}qy`%(1-CkoSl+IkXj zgH=sV0k@@%{(oYJUu-}pK*aGJAe|eZ?d|QI2IsE3o7BRry2GLL}j0q`g=Yu(*o|`Uf+vc*o z?P`WhysVUi*c6>6|6EB46qNFRc#3a*ZGbntp{cl+A=uV$>toaE4o%`&i~6*0^>`}} zKHCvLe|(gOZ`PqE7rmQ_+zL>)_}a0bmx+C@4*f&{Dt9KrR+yxbTA-Y3&lBGkpG5am znOykjg#x9C@poFI3yDMxg=f&pm>fl3XdH(5Qh*6Mc2ICHFK+!N_mY%MG-Mo=IH_ihc11pcotfYLo`jT%x0T8@IBZAw zs&XOf0Rgo}%X>>71$Y}_ias)PqBS$-*rkH{RzwFTK8l+hlU89IhX{++h0ssZc3TPS zO$ewYxiPCn_%=j;j}E?KLlsMHsC)JnZP6*NHhAl=bOyGEq-ld=m7PkdO!RH}XPN#L zV+PUBr$QlI=hvo1ZG;a9AW&Z!j5Ji#RZQ#(lP?U?s^xnZf6;5wK_eTgxH4SKAm_W) zYYw=tUj9(qO^P#Dy7Iu7!XcQU|#A;}_mxMC-01&XyU~Ju^Bc=5D z7dX!FvoUOcZ~fjyzKdD}6Q>{j>#fieOV5-}&Yqu`0AD}6_nexESSup>T+w?#R=0bx zL-zUCZSHZ4pXV=wC&dHTs;QJd6HN1%-C$7MJ^Pyko;_8Qa~Qq%t^I9%(5s9HiHyEaNpJ!!qW7@ZH(-UM1ZiYT%On#iu)ZwCirY z#`3#W!xY3RusF+!kiIbG;sjUrg7J@JC2bU@j%HeCS)*)Y%>3SZjEz80emNk}(;Y@2 zy{>?}bGLupaYjW1h%ChU|NP{5T@8TIY0u)|ijtvI*kMtO4?~w=9ht!j4icFr z*_5Coik^Y#Mm}YM26Vbz8Gn4+3( zVGT^f5+J@2Otd9-W;(DaQ7J2FyhTb9Pcx1;8r{C|qt&wW(X$B2Xnr6>?!Qoh3@GEO(i4lj4uRkVf|Ks$;ogVKTe zN2S>7bC*GLMH2!uHJ4$TKohrGazdbp0y8(4VVOV`w-Nh7WKjY$IhSFXKohr$OhasM z0yHs~VVOV`4>mapFHB`_XLM*XAUQQKm(h4Z6$LRcHa9buL3Ttae|B|P)9w2w31F>5X>41kpjWM zf&hM)6+qPt_7v&_f8gTa5J0B|$bunYrzfL1z|;ev42FS#9u8nm00Zccpayk@v6_OM zpUhy0r8NZ1_!J@ub?|VqwzPu%&cV&f`a9F_XbCoe0?5o3>gH@~4FEyR0Sau&YycIg z+mq57zyO5+Ou<$lI|~5R0ssW-0<<)xH8cUT8md}qnv85ue~C3+92}rd|H2}v3DlBh z0Z56f0Hpz7Z5Dv6mL~A`ClCyI!f(j}Pys&Kf7f|({2i_=4HO6JsY!FP|2_kN6W|JV za<=|m_8-{jo{$0l3+*Y?!U<~srvQM#3I=l!WM_ACb7Qk~afY!$oh;cL?Ec^bT3I^- z+@MajfTyPuf7lNEhZq-#`4gQmEAU?leqRbe$=VDIaR&bml7aqZw11-VDdlhC{3ljPO-%`453+{9zz`6`?8y-Zg1I;Y-u}@&y}{=6e*pvo zBwd`Ge%Da`x5?>0W&RCa0{V0^Lpv`YklR0R3tPh3h#5b&CV55OtF z1K@aSQfY{}B-Gyi3AHo&Z~COHpLl{nojln8PhZZI|9J&W>)OK%l+w=-)hd^>L(g}yd0no01J?vGuX%4 z0{rwq_i_fgf&nlm7qE}l{~G=-p>y&B%&pB}PmTUGEa-o-%R?-n0D-^MPe}f4`d14u z{25fnrztguLhL*M=3onSb`>b>sUaBt|IFDxe`?9N*x9Lo?7&kH35V z!$k-D8!Uqg)X5%X_Ya%3vy8Pn*j&vTW@hylvw!LTswEDwv;zZJIeFMPxcRvLvS|Gt zE4!!uecD0RzgO6AJKsNSPpxTY3jsSj19&+8n7~hT`~&#Y9sGt3V3*L5SJP2r{y)9* zf5%N4Vg@z0hFAi)c=-SzCnt~xI>%E(aPjg2yf~kF+Z^ovr(*!@Y!E2yDFoo)0`mb_ zK%LNk-|A~_0K4XI)gMWKAHWX!kHpEr31A2RN95%KuvR)F@uWA#7L5)x2%FIFDj*8o;7fhQ8VUq6jH zCl{~J-(t=F+Eah#;_24@E&pB;05I4cY=*ut3pINaY?Jmmw8U3BZ=w{LR)FoWf1F4} zS0Mpu;r&D_DY4YYZ`5GX{D4OP47z-%lANHCZ%P29P?t8C(C%TiDY;_&%v@b;6XdJx zOZr?|d^lU1O)D@%dEURYotkk^Av;&Eh-WIJIiZ;Xpf$WNDbU(+9m6&Di2Ey*+OV{F zIS1LT;45bXfs-Ac`#cUw8|nN+e;YjP@tPnm8q_Vmz%>0fH=I)M^ahl)X6Qjuf689r1y&yM{v2+ zN9RN{3Y!30|J;7?v)%=O`hKeGC+vU-h_G15xU9HwSAb?&yzS!``yY2?%WR{06Yh>_ z7j^lKNk*R(XvSr;Op@{^e+Mu-K;@O?X=lSSYNRe4QW6xx;lY$3VF?hsa{#=|2b{SX z{;IFjiK!)JqWG*Od3AbKS8Cq^NNj?Vy=H34tv5R!K zzk9WCniC&o@^p=}L$PF1S}Jf!m~!N&r~MGR{ow$X5?jI&X+P6swWLH+no@n(MGPMU# zCQ?~VP3SzoUB#R$(^%L)$IZ#WAj%@eM{%DmO%+|P(2S2UkhL8su&TGo@pO#C?tFyY^e^rRHA7? ze_UX89c`z;sl7vV(f9#FGDHm{cj)}Ws(?cWN70VahLtJWiEgsk`jau=@D(Ti>)Z~M z4g;7mt{?hd7ER@@Joa(VE!WG`^`V4}_?4E{XA$ws=}=?uc0G8uPj$Jo8~MYw#a0SN z6jc}Nc6CGV1))MBGNTTWW!5p)27OV z-g)?pP^KTnckcPc2MsJ#H+j&JJ_~Y<^LJHFeu#uYC+tv9Owt53LQ7HBRU0S)v`axX z&&rQ=l61PX2U1uiRDH{W>Y4$16^rFgMkrfSlwyLJe>ldnuP1dhuDQ6>vNV#P1=;l^ zs&=$|-3V+Zx;W`Sf*aG8d-jc@VQHApQX%MNQuqOyPe=>FT_oG6QH z7|x=x*xIXb(=B7`_tfZoAsQoE@5V~V;_wakQF>^}Cs=i+^_m6RpMi^Xa$XjuYAQ zMm{c1UK`Yjl0w+^JS`<+H9G)he||&0!hk_1R!h}qiEhp#xTJw)DB4W$X7u7%B@&*! zWMNJ&p*tnV_5^iW+wbV1=-KgRT?g@*hLe=P$-PLQSmRc-nZrUHwb#GsOO{tA7x zKQm{UcDHUtJwa%Go_laRz`X2{k5wf{<-m%abbF3J*Qkv+@bT1FgE_67!akgNF`CZ$ zs><;LRmBY3=g!?n!tvGU@)_aOctCX%97B)uv{Wo+Cc0?e_hyScc6Wg-aSS;vnBD;z ze`PcoqE6Ih_z^#<2paDLxZu6{w(^9uLj~l>kqs;XGa+nEfBC~N#$L`sOFTKPLe+dO_;6*}3Fj;bS&sm2 z(D<;cZ*vUz{ds>_a;{?aM$@6RZibXqof%bG+g18V znZ5fRQG@w7`IvCZl^@A?H`+c?O<}=AtK;C1ahBsyrT&Ws8V!pahW1oMJ|`OaFvLA9+G(PBcauX9WL6;W{X`_&Qi>~ImNx^ zrv2rvC+DIf)MrTrLPDhcJd~-wu5Oj4+NrLif~Qwe>=Us>7QJpqiuc|l8qiG`YU2Fz z$ay8)+3_{dVj4=jGxDqJnNJZxf6+{dTp3c(^Pg_TbKx~KUBTQ5;t1TmORskXxbTr~ zNC6h#v?@7qRm5%%#bb#yZ8_$QcuWsu$liX4k=-J!om7JJE{ui!ln8H{z$#$tDK6u@ zXMS`=Y!*7}s~gm#TLYv|W=JvWw7ze!{Iw;meV#qq65-HXrf8)uF@EXdE zyT4zeZF1vD`cXntg%^@cQ<=16F?jUst^yQr#V)BbpFI-*vM46M(gLl?Eq>`;(q}5H zqQv|4$hUdW@S}eKDzJoS4qp#oaObcQoEOe`)SzH6BKv1ZNz9s%Lp@J?T{6j z^@KrVo%*hHj~$ohRgY86e~;9b+XiIVdEIoP*AID_e(Q$CnISJ{rHKLpf7tgkj;J|kD3itIq=Yv! zN_D7NOd4DYi=h>*wcWCg|v`6>!WE*fl@f5O)xJ%fMG@Hsu6 zlmzOXX&tca@U!f?$eKje(`Be&_~UpnVSlQPe(f+>xXrLI4)vwOH|g5y9vMX{+NxRcm4ny!LE3iy%esMW+(9Eni>;wS18;1M%QUI|6h2X4 zL3Q@D9}-9^^NmhD+JoS>E;ybA_J$vrmwRq<*>Rn+3|O~3f3g+zc|dR7rSf3uri3}zXx7iHNJu$B0;*jIn9&E-na8DI>D_Rea*c9`_I>z- zEqnNhBJg;@-){(gGrx;ORhTZlK%?rK%7eD&V+%z=C$PlLyqd8loei#?P9b(*9P4xWPyI+8Z3V% z#foLH_eOJbo7(h#q_GH`PNEHN-ooHhRq0bapC34 z&o^3mhnh?_$ENf0q0S@QdnWF_jonn|=9^7I$8S8e%X7H1++2{{bey+=7K{inLjpS< zgNrAh=HX{weQMpa6t=k${_DJ(Y$+vO zReLtm&S#TK34^c~Jwu-kV1j0E=E{^o@C&St-COZXw)OE#NB-L8y~19$en`rGa8Vg) z$pZnpxU4oP#t$wH`XQ0GXa*Si&MYEVeUf4#%(X1R#-bdp+)?a~80r-d`T~OdH+g@_;>CNS;(k9AbD2`9vSM>Z7@=jZf5hGn z&n(!OX_9JuEZxW;jy9Yy)7V|NoX)-Ca+O#rHpoOdqZ*WTs3io)ET?3ZB{)2Y{!-qF zWFn=l?C(-$;9qu}oe_2p7C>knsnx{@T82j;GPN$Vk#7qIHQ=Pj8h?@$jtm^H){?Ci zsN}cg8ni9TN=G}=7++W^fJoMfe|&Re*pY>6w+US@f@|A5hskv#&kkGOu}e>zO?lUL zSJf2jzS;{zW$J`Uz|S(QhO6w0ebok}=rTePM5vf6*Ey&R)kW zHc1Zuh}r6K6(Z}sIs!dDqcPgx+_%83!c-FGESb?c*yrM?U`SI`XUrOP@U&6obQrwC ztAH!vGzD|N#yDIka@56rE=+{L+dWBeBRPhFQqXvdk1oLXMNPtdl$3@98iOp#R(lim zt9SNzyQX!GSl#boKe>H^e}+P!$Pwn}QIwhS@G@0eFRaBk@ayU&+4Kt@@e@g$FDMce zttW%1+{8_jg>5i=Qg=i2))SmidbFY!Z3 zH-_nP^xVv4f02Do#YJM{BE;$o_M}xvLBtuR$I!h{ND?jW>H?KEF|igY)Q952gamHX zCZd-aK33*nhwn3$xXWx$2v#cNbtKa91$3px5d)2+*m$JF8G!tJ{!MBBVzdaB#I(*Q z+G2NnK`nm|YU8{OXOBlw`VShH?1)nVPNn7q8U_YQ(D#!GU~>JC4`XMp0U%n|-P$>T)LqX=VwxyGl1RY0;GyUj8eF6q zoUJ!lf0&Aym2+N`*cl=lp;#ukx#C~Kvj;jac!ru=yd*T)1FTkd-MJm9Z`%k$F5jpe z(y8~-pjwU~r9OYFchOFFa5V^yBiw3^LWAz*ew&I5Tj+r~6n;$dj`& zju)K`gj;``5pJ$huoT=E%X@?)k{;Sx|(;3xF5U5 zLL~ws16~c!PP#YZ75RC^(q8+XpuGgLn?`&x8JJG)myoAFq8OtXOV{lgPtsPzH{R_v-bIofJ?+VqNF?qy<}NX4yM{zvFhg zY1#|>m5zM)^*NO#R0)(SQ>{STA~xgAoDweG=pJPShql#blSe`3_jXBrkUi43W5&|we-7*}LQ#D- zn1$_MJQFX}W-CsZevRyV%XzaSeEyXYJ^R3% zj<99Mh*@klkXk}f^)cG ztU%;e1$kjX4jTnm-66U5An=2$ksJPb&N~^4FIv9sP$Y1KY& zdodDj`nH+Rk@V|pR%r=^{QRSXT<~5@n->RmF1W8GnunfgHnws;EkAKclja~ny|7Gb zjN8Jl47V7HJM4(Fe|Ya+v5nf-;B}T2ujH3I_#Be;fBG%QMY=B9J;=!Hh01JO zIKpmV@cjGKt?g1Lyigh6jWm;`qd<;P%hY+hGjT%$N4~`S)?>wAF$+rR_@*f^MGG!p zWf$P)7tBViV2!gWspg!`n!tO;9j3t7s@gv*H6=e!PRUb%c978Kwi~{_!)9T{>Ao2{ z55=9jCwj%`e=H}$$+FmG_tBzIPw(-fmbX_Ht|;0&6}hA8C;x}h!7)bP$*9XYAf9=! z>S4jyvKG6anH1`CB%;iWNEPlM(ccdR7sAE}H6mAYx@J|QcGwh@tU+<#j}YNV72tw0 z>z`Rtz3Z=Z37M=9F;+lm9LL-wO*)NYFTMFJyxxlWe_BcoJ@Ti@&6<&Fd;qvQl-M`^ z6A#6xSjM63@^+QIXTvpccW>b`5ELl=`s869!z8^`otYu zsmE?}(e7iRmBBN6zmVO|HuSd71&G!su)ZUCG`~jdYs5k^J|yb%Y&BDpPni>uQMEmp z49wmif3-#VN9y~|vQt%?ew4+n>YrB8lftVwX_=-+@n@jekBg~q=8whvl(ibcta4;_ zsHv4)G;Xn6NTx`_IgO@-jI1f|CMHmAbM?JdLjKU)&hlQJ-2>Qh?sR;jO?%)fwNb`< z!%KMHP88rfF7F%KiQ-|dUX(2+-u!F2UGmO1e|keH`*M`Wq>{Ki_R~Rntunu>(hx(w zg)`Z9zwuI&!^u7a=#!d*!aNzJL}hVzx?kA>=3%y!HhX{qY|&{LyydPgRsKdkd4fV< zY%IUr)!k()vbkT+Mj+gU1fhx%BKSGP(dC=BJzU#iM5mVM^XPDPlFMbuaz@3yw9dnx ze*#igT6I*5Xs-_yi)wO)0^8SE@vA%JymCyjUOCA`yV$2=g^`(t#sxRM?@j0lZ841> z$Ra9rb;%#Y*vHlcct?H|*L2_b95Hyhq-{PQlic37(=Jg{o$-{p!woq-wXq+XB8P<4 z%{A&cPA3K8$hm(1#bW#ku4~8`y}J6#e;zsSnydSYupKaR-Htv%MEKXuXO8|HcAyq_ zu!mgcKp#y; z5EECEtYp8^KIJh!4nURvicnH(fA=;DBC@U(C5#nkfw5u*N)R2dh2~M%JX{u^S>G90(ZoA)T)E z-c>bvx`kvqzBFbH_g=H%oZ@@oP0(OQ*0%DJ|Foi?e^S@xxU!Yn zoNvfwVC|CAn((4VGalIwL2@I?HK*qh2&N?~;%9-G5=mHTaC6T7dhI)s$@UQeXd?aj z_vmm>fB#B>%C%R-J%I_Cnmgm<&4PvK@ET|$L8@Kn44vLAt0`QrXy|7Gry%gnf+dJ)8`u zT+l?YE~Q3K?IG~x&51{ZF^QP8zd#na>k!)#c-?(;b>HfckD;ah(LB9Hz(c9&?8lr> z7Ej_$%gV`KUE-piPn7`EEXPSm?p1RE|;aSQYFrs#P~h59_vrXT|>in`Aihz7#fz{FkoAj$U)2K~8| z)Fwe+ENp<`Evt6A#W&*Foal{hC=-_FBI38(>p9XCZ#zW~a3i;I3i5-5tlaU1J_a+F zhP_BJniw|B@M*1Ff2bE=7{+Mgv9sA9xOizVn-4HJ<{vC7MmR%x79X}r6&e~}7HfMT z8PE+M&Y@nYWKs&KV-p+xG8EQzIHrj)GJ!ki&{%GSdMGl(&BT^3glULS`u&=_nDliO zxPt5;y>@dWF{B8Cosx6 zkkF2rd=|P!sZG!a6{a};URFERnmcNcH)_@)&STNh$ieM7W;wi*7>6*Gud2C_{Dq56 zRd+SfGdrZv0&g62J5n$w2Z5FSzv_2%TScA^D`9w zneP|LzbBYQZ2R#Nqa||JId~r$>lLxkbI?D`C3`@S9fZXs&Ar0h9Jfi* z&{AtN&B}JG&cOIO^}q`OAyOS5n_9#Mvj=y7;nqB&e@16oS)o-GC0^d|b7U#nY=Skg ztMn&f(^XZ@N1a;W{Cr_E@#Wq@`ZEu+dU$W&7GXx}x4}(i>mrx+3pvwSbD3Fn5cbqi z)gN>c52uJx97f-os&CyRQT6D#QJfu*TG+Bh6iPiyj%#+Kd`{jTgbg2W+bHIAaEgDA z3fkmce+1H_CO?YHAS*jp#d0K7*<<*R%_;_a3#D6Eq7=)B0i-OvT%Twzn zz0^q}jCHd0jeN5nM_6k$sXY;C?>pZvfB7(#f7cU@K7{@zDRxK>EFWoVB22ow-*(r4 z!1xYFT;JhGh8Xd{dsDj9S3>*eI9%0rvm6%0@tHz)fKl-2c@Ztcgr~^{Niw&3JAUoC z6J8dXeJG77gr7VR@Sd`kFqM=0o$l%7PF~TZi1i8Py|B&>r3hU4gewKr#6 ze=C!1j?LX~(7>4<5Zh07qp%lLZp1PD$_Y$&xoev&T8+wvhUi@z+`TU#q5nPjy%PG8 zx${K6|3^&q9~T(GyPPC&X08@k{e59tM%TUi^OlPlqeHGb>|0`UKl%ASnke`_K^@DgbDBl&gzyu_{qNHOk1%K8!9|? zMAN6k+FpilT>T_oprr?$<><)HPxY(73Xa*mT;`kqi~@X^Do#AOL%(|_D~Qr}f0ssN z_R@DtT)P;0-OsF7_AoN(^2K%6gIVVY_b1y=ge6gVxEf}5ZKM~p z)!G;wv%~xnF#2OLk2(034*t;{b+&zaol}Kol?1EZ>6J)0S+_WPaY^o5JGkEB2L&st zuhqZsy5G0mSyF%IaJV7CW%lmkf1|5lrkCOZ*TTMpfF9exN3tIvU{B?682NU5p@X!| zcQwb#+3_uqZ5Wy7&8Y6R=xEUL>9OvEswQDqh<{m3m7T{t=xq*$9GSUw8g| zhc|!VGVgOJG-=43Qj}#-Fj(Ut2^2Cm8Hh13pzr`cjAd$`MkCWg<83v`e_Dd%>ZnR5 zZWBp4R#owx-nSwqS1-EX65Wk{X@`bjle7{4r=3c^6wCTg#@;!8wqNo$2$o%9_*qU5dBeA`>78Px=I>I^%<3iCUxjvZlNZS`h|-w=|EE8CsH4l;(!!UTWXmrUgdYN zVMS0hICmnJogkD=&@_>be>+KRDC(gsL+x$&lF;=BcaY!(09ZPSee&&tPK4Z$N7%78 zm97!d)u#t!YHHmghTcvkO($?FEedGvhiEcQW5dxSAJ%)1#xm`Fj9aEJerysvI6VsF z{=<=DoE@ngEN@?$>Xq>a<>^RZdCKG{tayHE1vZ=>;FfEthm_qPXg})4+@`u<+UnHhH$8}JT)uzt2 zS5-fue&g(*`?3R*f0KIzBHqO&v!-pP^oS&TU_kxr<LJ1x<%FwMt>ejKL6VSk@o)Q(7$nji&~8335{SU-xOP|wLAppg&}O8ekG`5!L&5A$ z`Pr_4Q-~_cH;W@|lwmTEsj{Iq%`~p)y`_?zUr{Y)}0DPW4dk5X2_j zm)kv=Gs=lhf3}DoAwSP~o*#v5*qktr4{u)EUKnIJ)rl1Tk{l=9 z`%sACZHd-C#H)3O2rDmHhg?JnCoR6>T^7=3(V{;=9K7j%P0O%DytM^yqL+u9@yi)` z#KO3v_PmsS@;P@4L&*xu*_OTewRGn%&gnARt+V##f8cYpBqr^UcysS-?#NUshOah! z%P+g)h-&ZXCYxSD5FEb|-r8xP!Z1=6U(wUiT9A>GT#d5sr_zgXaky!#6jY^mCND-J zLo%|)+G0AATIwrL&psj#q{^u|+qaveqjesdNG>PVX3!e+4(v#ksMHildQM_bSXSuJ z<%q-ce{a&2A<@$MuNGZeO{J?7LCR$xov;Abj!cZz7ngQ90*2~H9no}S*ktw#A}Jia z0cZmE{bd$#Yy%mtVU(0_W;G1A_vA)8LS>j*f8pXn9l!6>hkL32eD0yHz1VVOV^6EZS4HwrII zWo~D5Xfhx%IWaIfm+$dI76UXkIFm6xCx5j1WmueB(l!j^8r;1hf#B{C+%32}G)`lU zySuvt32woi;2s=;ySs(p@{&FG%-%E4_xC$EpgBv=RaL7lprIsJRACS{wKE1v*nz+d zER4*&06BSOJ6j_V3oC;(*vQ7x1i;G3%*>8NNh#_GGy+@Nfy9i!KwbbB*aGm`1b_VI z>Ih(EX68Yn1V{owK*u+wDZtnrAP)o^sk++(Spd{Ve*r~1CoqGtk<*(R2r{<>0cqY` zMD6U|9WBi*z<*+}F);jz^v7F-5g=n^Vr}Q@WNisB0+|A2808rO3U;ndu z(*q>cR8;?bRRx0H_?y!M6ja~zfAYK;{&ANVR~1&(QWR%l`f~;V3%~{F=w$gP?f-D2 zdSeFoo7$VJnWLTUUkL!z7GSVFFB6lit1F|qvlE!n&e5FF-sUfUsuq?`0Do6IM{B^_ zt0T|`_*Y?^L8foz1X}?A72r=(0CJWlK#&vgkCTMmzm&FbrF?UGlY{?5?5z;sKQV3o zWe#ux0{<(Gg^|-=zH*9+asXQ+OAr_cG6I>r8G?<#&Q1WszhrNpK+})^A_xSCIy*Z4 z$szx5mE(WX{F}On-P_4@ZGSwyja>h?V@4onCy#&B=D&|^Vh3`vbOJm5DfC>qIR~nZ>*h={*+J5@~uu_J4bh>|7WhPL3XYn&;M6$W(hJi`+rk;Q)hc7HISu) zGf-OW|E%9cNPo-BfnWeL0O$Y!x|vuo{Ym%NwEPjX{1LyE!Q0c`&K_W9Wa9+%wlo92 zy&!oy8My!fU`J=5x92|<|BaAXxB#Y>Cg8V0f4eM5e?^xDnb`q&{w026@^97ujR5su z7nSDimYUjuY}^5+Kz}nNCIvh2+dxqN|L30lPc8{(8yf{9TOjrSmh^w^jBG7!-2dD1 ze@rxhf5=iR*g4u7+5C^r(n-S74QQ%p2{y6#S7rYt|5q+ykhu*Iz`(-J$jrvc`Y(;z zpKE3FHotE>$nwt$d((4q{EzN!G)=5QKqn^vJNsWM;9EKVhky865B|^wFlmZt$SDZZ z{Xetwmzg-o#LmsIvTknF~1E2D+dR_ljUu;O@VHIO$>mE5o8B`a{<^p zgS`P}c8*AYy2{A`U=sc#`WNB^Fp2z)xByI|eBBV3PP7u>hDP z|3+*8Ch5NsJAZ&l=5O?tPwsE@mQVg~^p;QIZ}gV$^M4TcTRz3V5i5X6`ET@=Pvt*| z=Pjnu-{>u-@!#kzrpbR0$D7W?&gQLO|CYS9=1pR2`?o&}^IKxmf55ks0{;Quh?xBi zS>NKDS^h))#?1U5@GZQ>Kj2#@{%QP1-1;Bzjh)Ru;D1|a+rJ^p8!ga3;2SNwf510d z_J5!1&DP%NZPnTU&A@+4S^iJ@uZ#P)?;A2jgE@1?*^N4b%WuK&ij5G=2M_;2$RPMqo!v zHy!4;y~Oe+fBQE0_jh{#m4Nc^mHH2F5fM8#PX=~&9smO?HxGb??QI<13diC7U%n>) zdPe=V6W?y^zww_31h-%JLu(6vmL~Igi{)wnhMo?SVgdELKz$ZqSdk1e_F~bsH0y{( zF^+b!Nq!wf4%dPD=61%aRgIsOsLSS3iDS9v4ni!)P;q^)bR?sY(o) z=#QAx8Am8Ql>JT5>KHoE??^D2sg47Sp2j9VuHpVkg3;HMVvz|&r?T55CVYvfox{+5 z`+{O6I%St_P%k{aZI=N|H$e=m5?PWyhGS@D$Sxk0j|d67o^{(DANQtofWgFb__yJa z=LYYtzQNygZl2`~2H^sK8z{m*q_%YryP}a-n4K3|t{$}$mKYMN#qdTGgboK1gdDYK zh=T8zUxcg=3M6X9uN9Ky79=7qDS|@6y2K`>4^N9EUT*;*OxLuupCH3V|5N{<*az{|8A_J+W&H4N~-ou^VBL>r5~=dzu2AO0Arr~0UR$F zU4Oi=Nm|T;i(cElVSYbpTjOTkpXE97OX+=a#R`)Yj9=rf03X68`owUbqONkOQk%k9 zY1%&cp$aIH>zR*#2oFIIH!?1$CB#R-E^lxFb`)935-H}DriKPVJr8hNe=VY=>@|JXR-I&uJVCN%(M#LqvRG?P$vyn7t<{_zvjnqE-a1XHi}o zsy*b~(0|$(;maUVU-}NqMV92=Suk><+gib4-(7oc+gujKIIsJK%7!f)CeSL$^(s?& z&;DfX4j1u%lK$KzX_04<>oj&K{QZZTB3_$`CuaXIKDAKt*9|>7xb93hq(63>QdTeE zEzP!9;`XGvEQc??(%M$#$89#XnB{BJjh?xLw|OP%iaE7xN+&{~BfP^L1s_K#hizJH zMujBh7qit~YHZr?ky`u8I=s6O;98}>Xh0(j^F>X6?A9o2tg)ccy(A!eUZWRrdJ$oL zH*@7qI|AB?u5(fL!(3NfRz=-`%FC3gBE79Po0JZq6Vf&FSzy+uH?3r$tHlcnNzh$t zO!`Q%PJwBf4n!ZVazJhG!xh6)|7G2N9~HhN&1?06$(jOvrM*bpZr_%@Qcs@c^QcOA z(COfRJJ{J2T~gmed@h{>RmQ6|4`Ze=~6Qd9s>m|eJ zJ&GLMtdL_n0^ad_ULAxx{@JL8WjnIN>2`P*p5`$ZpGOA{ zrR|q2ND3ngH9KryJOgIeZi#2`*o7}e(fiT&unq#;mVezs`X^=uQmDo#Q=-3CsZtZz_ zIG@byv=J+cd8x(z1Re}VLZ^h!Z8KAwPeXYU#G;pHu~zL#Gm0vFBOS{uO+9(SXr#h_ zJUhxpXcI5xmDK;Psz$ZR0lu6tBqOL6b0XBQN+sM{s7ydNmH7rU@v|0FQV(-?rtrsy9q90M8n zfV-QehDb~?`U|U;PZC~kDm%!d?UF-pzbQq3lr}lb53UOzZNC4++T7^-HRi)4g%HBPwktgezF_AA}~qm?o*iwy&us)S`BE=WtYm2iv$|IY?@p;<`-v-EuJ$7%ya)6MNFKsqSXT{ z6-jlPw@ws!BY#lVeDnqm(K=FVjU)!oN*m59}0ziBbMvk!fLG@vdcT=&f? z5~Qs&O!rn55}mVmGR#b1$aR~*0lT5NQfW9n9Zw&q&WGZKrO657tD04DJlXtj345MO z?v213VCbUicoH&F+!;0O*>@1Bfwb)Q^Xh%sue@C*9ua8YO2V&Hj4TioF}Vg0mkP;< znc3cXMQ4_jGu)!joTfK_$y*1O>co)w-q`jKd6<@clmw|>a`DX;vCg!XWP{lc2VGAg zoG;{8vWr#?hK?8cqD>hC79b6gZ0q^YPsSQwH^vFjUxkaC5TTYrE5$_6>ly$$ctBZY zK}<8HyY&f2c)U-Q#a3r!%Z_Vq(Ru0Pqax2Bg9AmBF>iv8UZnMZB%)@FwG3`R{`m4h z{9XEHDZXtwozf+fXy&Kqi?m*TQb3-6DdKpw)M}YHj)z(v*Id-0*v|XR;tU|a zmkQO@!B(r%HN*+A#CP?iREz;_JCw+eJ!(H~+^$s}$)QE0h$oH}PEpLGTL?#%_RLI= zo5D4v6%%}1h}p4!K`c}*Orf|!QMcoi(|Idm%OR;eMd?$Ots6XjaG|dnWLXFA;fi+N z5u2!^7i8fn`O_tJs6mZ>Ub|J-o^Pv>r=>l>?q7jJRW8=f6|8Obj#CYH1wsoeu(y%6 zyKFS2gmnu$vK@sB9266xtZYi}Yd0|U4)Ui075yS9Wr6p9bUTqRkMtgp3faYC;a^Vm zSSAt5RkyM<-53f!^Pi;LR+t>7L7y*Is{y2$>z+a-T6Y&+PWxy_p~)B%2xh1l0ASzK zxRsAoh2q|xW9o(9O#=)BVc&O=DW;sFvA5w}Z*2vwSdmC7lMXXnZ*im{`F7;nS42Y^ zB~r90`HHxIyjLoIha^NFx8si7>(bIQz3B={`$cpiS4p$vG4r7_0*C!!mtL(!^_29C`=-uW;dB6h5_FY+11WTLesGP?7|cG2N=gmx&Ml+! zH?Ae37diE5Eja~ZPqG4Etr03~-x(1&&9rYWZhNWJLpd#%hslpqx~bC>7D(7KTDum5 z68g4diM&r?ew0U0-gP7_S0T2ok@L!1PzFszmZr^EF2SgQ8DCCGU*+S;DXme zS>gPDLNms5P@n{;8l8H^CotE4YW5!Hm(P>om&t5Js%r?-?=oo{{WPtyJ>;91p!7={qT__bmvje ztEDU1mDM1qL6M2E;hPPMD=1LLPD872dv{jlHaZDM>l2$Id=64{DjzqNnBS>&){A9C z1=oT^;`8*>_WXUkJnyM3p&E|?(HQ|4bg$TgpW*oM#h;Siv1d17iB=#MaA}`o(-|dy zFe*68nf3u8MdQg;BI1CifGzx~$Jr2GZoYI2>BwKm=v(!k=Y4SX$B}ptz6~WMouGq(>0^gc0<<_M@1MzykM8KWA zpPh$oiV}(|V{NZyxq1`ZM!}K4FWy0a&}yGB9>AL3$>r<1jjAv3saOgI%+l=dB%i*2`ILISGSvO z@J3=>2i2~Pc81oRx28Vg=q$s+}pwaLDU~iar-TABmVU-4XT>R8(Z`s6j zdHMb`ood6Tdi3^s=Az1cLpBA{X@u|&&W{suiKs@8M_SvbDRnZ%qxm0P$<@cpny20Z zH#|g_7JjA2R=mnLnRdx_urZ8(U(xR{eX$*7IfDvyhL*Ry`x@(OmP~u@nsHD?D?dB; zzi#_U>(EVpu3!B1j^D&QNn#sNcx1TdS{IDbVvHU11$Z;#(i_k{nN{7UyApb=kpP(T zB8QZb)XkBuaw*^;FHz*O%7UmFJj|yjf`_e2JvkBZmC3b zto420*V2WcA%&auRH99PSnrLGv|X;hl3{jCuAHB$9#DU@Tc^@)n)sKkJHJvxIZ&WYoG4Ic4#1@*>*&x52e69o(+L(hdvb6rq(kI+-R(+zAgSi|HGi%m&}7#ZuxbtLVfLF^|U(vpW(bY<~5RmqkfC!Bw1pHKrB#3$_nP!TLOl zb-o5n!*e*wGYBJS5WFO*yCm16+Oup)Xv|#Kgko6ElOpzAj4NS&pHaM4>qr@h?>!Ob z_JoZ&4uyM<@u=?3hnLJ>orA2IL>j#= z8m4M)2h?W&ehqtnD4?rv=Nh?5nD`Z5Ltjx5QYIEKH769w=DN&866u?T@+04iWyWWm z9xwd&Y;+|NMg*cUTGFIo%DIvaeTLuzIc3pLAxh^h@JQOF(~1W==8y@+7hS?<$aM%Z zo=?%;rWmCeKq{b`^wj#2D@L}>2L*){t`VI)bFl=^qA#d_?_{vdP<`@jho?4JKpqSz z{_FT{cw66#7fOB>2MUL$>U3-R7hPy{jRe*Un?^gymw8pBd?>{gE@V&y=eCBm{Z0!< z86nA8JcF|lt->)ege7qpl8)`uS9baQLCt z&$pPeiHdpc!w$_O`uKb=r0Ee`L4DniNoS$FN^MU;i~;#*Z1zzrrmPQlQZh=6O>ALL zkt($Y?lZuEMQ=Xt{f^p$ug$2_wCGoq!})ybi}uNXa+X1L@&#pymza{qGT>2{9KTYU>%9Jp1!id^?fibjp-7}o56(BB~LS3+TCE!ab0U({?CiktDr~t-CNRrkc;r!lb!Y4BJdZ*t!>x>MTD{fFw2!)&-yP5D zX97esE*-BY1?HQz5VY&UD4^*FPii$zB%2XHF8ugb*E1I2oZBuYg(i`~Gh>xicqJEq z!v<8e#CmEGH#xl6N`z$k*iVNqqD{WhK4U3jJNpENSaF*~sr@2m69nOxcv*g@2)N!K zxA7HY_Rv&qJ$&9g6q=pXU=EYUX+0+Nz5@|MDmj-2z1X3Fr!qZo* z_6cmT%b9jFi&Mj*-{2b7cqUB4=BLtslTC-^L5LwEjTz{1CmK12^?Z{n`YfbGXUQpR z_JlEDRkiTgh!qNoF(%mO85aC<6EpZmZV|VyzI&KoAGU)g^P*kZ8i_?oUC6D* zh2dy&Xipf$7xmHxM18UAHL-GSyxhtlTi{OF&1(Ij&!H0B#&fGW${JYxGjgJT(Wuu9 zzag~#y?`ZiI81OfUCZt3d#ZZWj~nd5pj3kxGMTl^jn*yrOxpYKR}Oejaz5>7e!8h7 z!He}gi7tN@P_$+39mo=Oyd=!$5Gl4;Mbg_T%Pv6rOh1_xO_PIlh;O&0C>M=Rr_*KbLi zph)>b4C{bKcDQ%+isv(O3Ku#G!!1~QOCRIQSx4Fht0+%N7X40isvdh)lP>wCyeK*b zF=Yr|%i*fe?O+*{j@XdOqXJd-9=c*#W+Uawzb1?%mptxWAs;q>rAc1n&&{)%P(jx= zC{@59$+T;zDv-M2tdWjaT8-XyP z*$&a>M{;s9K}Zh{u;o5-dxJ&s@=iC$R;|=_ZSK7SerA>OtPH0q|LSYniNx`WWgc@5N z!MNM^Y%~UjIIV&W^BYo1?(SolS!X=<MZ0P)OmRZmuV z%93?N8SHOt9^WL9Frh#o*#zXvs_={^2&L0GnBNMHpLU@#5%vMNg@^s6XrGZHD25L^ zIGH))B5>q^b$2A=1RGd+vwZibdJ zM7bGP0#Mx-))Jp-B%N<2mhE2Js296vF3I^d&mkFqLi?H=deQC=Bw#O2Zs?0AGf7Td zH!OSH0eV#pr?32Tlt?Iy6VuyPvO^*4^C7u`6tF(HgUkuoQhXip;d^VyCpjqa1s)E% z#BBZjWVlRwVHlgyWZ4enG23U>GdxW2Y@A&Wz&3L1D@z+XU_ zKg|%n^zAruR%YX>Pdr1c6B2aMaXs08WR4mItkVqQ^&r?x&8&&&{E#Zj%VhQCn09T)28KYtehenL_8)G&>p9T@i-#^^5p7R3@Hf2fX+jlMih~SOi$pN#^x~36#P*2%nwBR4Y2gR<2XXES9THCO`Yv zWtNt03)2`~s1Bb0!g+U&;vw|a=4+6FdA-MOskaoSmo&gzBbn^hqv``ODGg*in79NB z^{Yy@(vQOk=vcuf4pTpWo1PuO6<)loMPn{cfAuCjcDq=0^;w0Y*^s5z)}T(ZgU5s% zvef&-CPh8|UfiG3Ee0UKl$%GXyZ)-0EutjJo-d=$M=COL$T+ULnsGxFDRZA~w_PXy z4c$h!B^Hl-1nTc?)DeZGV;l1q0#(u-S=rGewUm&HAE%cF@Dgo*^bZQ^b(XDueXl%z zD12TDMoF1?9`|fh#HgMhfI7SGt$wT|TmO#SAjw5#uKa3pGNHTftK3$1jjUf$ z{Q;<7#xX+u(R7>^Ht>~{EBd0be_3P*TPjZhiBfOQ|7I6L=GA`!Zo8~_(z3)&?6mNO zx~96yc%<>O@Qa{-Q;8_OOlK_iMZ8l{+;dSA+iP3gRMLyd$_4 zSkQ- zHC3egBX&?>-4*T+UriTPSlst*vS@CVxJ}3IXYqpPU%Xiu7YBDH%#W`&jJ)Y(ol(X< zn#?WV_0T$hWDv@bK(0veL%42}Q#>JV0OuJ||?aS2z zmw~^3?O_CJ^~Dcq6$=y1>Vl<&v!jjsmmbPo&J(J0d4fn@)N&WB)7WVMzng0me|D$h z#pVo=12ymJq76in8k$v51Ab09lyjGr<`&b6u7Y>amzlIK zu^+7W(q)(eM0|GNJoe{Fgu$OqI_97{-I{cNhdTl4D6aI_FEg~Z=qbh`t}>{pk$#N0 zWteJ^Y~G)sGp_Yw(%Tlmt70^iE#*sEKRr!$MaAw=G_gI9hd!()mgsk$y}Yw)F^+jO z?=v*7tfj>y+5@$%bBM1^;o$Q#>`ODA${kw-l}^~S@P;R2CnPg*Mpt2K>#^&_jFlFD zb8z!yw(h0-D}B(+&=zr~P&9vULdN1&-@RCx5Sf?Nq$wXdM1nt!4hHBhmlvOlx2_-O z^vEv{b%@6X;RgsbM98dU%BT-yG&Jh94C?o-dzs|m=^wWzVoQE+dU`o=!De(fp%Y^F z<#QI$RN_3@92PaXrDKcVLHgb)b;q24lY$TG7dU?>q{VSBS+{H5@}7FG?eya2B<$q1 z#>zT|FT?kHVj=#tfwvZ9@Q~{+EQA<;7+!ky__U zCn`SU2B&ozQaWut+!E^u1bId*mfmV(kmM3KGK_fg#j2}|S&c%|(7Q9uWgzc=&04$G z{C-=zkJc&06#w(@^i@$VR6FWry-ifiJk5wYs;XqnJN(v!&*8EUCl658w-E5p0_vL% zJ(@7RL2m0a!{-4u^yO!akUC2>#LWY0#qU*(%_;iP=e9&Pk!wkOnTI?DUfVtP4lZ?4 zIS0?o;g_h%TpfRJ1yd#PL?D`fd_u;6DZJOkQtf>wg%-$qCu=-!R;#hhI4ir9amp=7 zRN|II0?i!zOfq#v8^ei2kH*|%3bDv4VIJ$Nn7$)UncYf*&D()H+pjicuN17kf8$m~ zk)SZc+8WS*(t=|o4l!#ecx_cX%v^Y$@dxR_#ShM zROQHXdn3AiLUut^f@0OXab#RsExa`-rQ#K`*53-TgU_m)=kO=3 z9qFNrv!=aky?pPxn2}n4R;1+(leWWJCJO!Eiyt!M_^ZPBe^KcNDFu@Q3^3B5qt8)# zuJ+bqWVhJ5#irxNVm<5FASQH_MIG}oxwo;NdDRO;d|G zEO4E*1^#mHId@Dq4=Ks@eA6~_cML}txJ21*v@THVre_?`&J&?ia2-j7@Q%t8Yaj#zhCwycYS-mBB_2yllnI8jFC+TlQ(bPq2$~mupeUVH%V2i5~0GrN1URgVbhQiJ! zTX6%W0foxAKlMtl?bWW;Lf~Uxr9zp_4?pHTQ*L~ux8~0t*$|~+p6FG$h1iSU@QGN4 z&dN?V+{RHFwsu>wlF1fHIiJa!=0u^;g2UsZ7pQo zaC0etc@au=n5j4t?p^_w7T}-+b3KDO=!4@?bw1HJ`nT|O3d23TYn~QN;i$X8zoa$j z^ki#~_uLI}Aa5OK^aEDkS4i$C5~K1q{5aIyK5#-%M-!FnN{4(W!i>OmFUWTY!~Heo z+7$D`Z8{3rPEz6!(WKz=Y7*`|i<7jsy2c=XHps2p8H`cqv%sJn~s0Z{SpKfkytPMtQp5qeCeiQ`wNR|wzJGldjHlu+7 z>hGpeV+Hb!sNu|pJ59Y2w6L-oFVm;_NX`DsdWE@bgv47XY!!z4oY)BUiaQHUL6pgS zRoPl%|r8iBfdJwEg!aE@px|%%d3QS8%i^ z2g~G4&G`7^S!4mx$)I`>oVh)T6V?W~JcuOaP6SX1$9=}eHxUwKP5v#A=bG%isnJv> z=%yl2(*y%WDrBebopdCjZjJ}+C7{J5=F9M&fpaWc-?KY>4-!1>qGdG)@7PIyLqIp8 zra?d)@GDt5N__yNM(HA-H4vlx^JM|Yc{FsvjUH&T+|O-_LZ7P&9>YMHn9mCD{|&}in5~A zaJt!xjd}Kg754G>c|U$t`hI8~+gp43z+9|~<%4_?hawi2tOXV=vxcpI{CAk69u*&P*WuC*RHAtb4_=YdcjmI2-V(7X1hVC*V4<(dNQF)@23Aio zds}B|E<9`t*l}cQbps9aTds^-1T=*z5NJ<)f+1!~-uE+vBxM>Bb?;8GaXWkk0{1_7 zjPHv?yq}B^v_KJZmTX3UknSq>Je@s(@yPTOcD(+&R_7~71$*e;oZbVxo#Rc)Zja-L z4-}C?vmV)0fCK6JWR#_lj!w8e)Se=^2kI!R zsaAD2km+WUp1EgYq95U-*VDR|}O<7e2h3bcr@aGnX@9oGDVM|jR@MR^7TSN6h)bXRV zj%%nHnR2(2&flXsf32a@-mRoL_fS0E4>NjDJ@`@P7;{Q2KxlVb8owhkI7EUVsawt* zL`|t9=HKbNk^kj>bJ*B{+*ZwVi?xN!E!JG(g~-E2t_oX!u(KeZzDt#LOtps$TLXK1 z>;ZOJV43dX7UU6VPBc2fOqG=l%dKR36pPPglW6nKQ?E-Evi|qmu^sbNKQHOTLaW5p zf9cjH2@l|Yqf_0Xk%;PFqq=@GxSbD(P8;6N{Vir@W8!z;ahTHQ?x1n z;VJIgPbVmT%4Wpb>el^j!>9t@u!$$c=o&%RE=E9q)~2k4)c0a~O1lPh+ftSKtV*dD zk&JUo7hv$yx_KV5#TJbdLY}9z*ZxRYWQl{Dim_en3m+FAt@M80j|#EFYOcm3f89^^ zOT98(LG`T6vsP{gLo3bI`yv4`eBOBL$`Esb*6WtKN@OZBe5Z3c8#S*#NjFmxPE8;D zw(!+|dBe*XFxJYruqT&(%J(V|bn1B;axo_$cu+$zvzu0o1jm1s8LpBkNRKxG|1`E>0FA#Pn22w z7=_k3=6%_1`e3UP;nU~zy0ZP}v!A>RCZ2P{aOEk^zZ_B#rN$h?(l>o`@1bups1Wm? zMqPfN%E83$u`{=yc{Q2d6bJp0(`cdLdJz)|M~`(`*Mh8;AY~Z0GsAl6tNfO{&73An^X@wW zJqRWR>@)h6Smeo|kvb^Hg9{*eWJxePE`k$�`I8?V(lJ_5Ii1g|oY2O=-MkYpowD z&CRz4mEGGPDu6vCAkb6Zz`#;d4&Hf)WFdV4P@c*>|!Ia5w6fK&UC1b}I+E<~Mz zpSkyjK9nmg9Ky12*f1YQt=Dj^#!sShOgi5m(+h`Aw?x9)Nv3M@8W8s{e|j*}mZ-!~ zv!ME-r2G4_O9zu{a5C=qDdDFjnq~jR1QHWCoOLl9Cq@G7k54AWMb6)UJSw1vp4A=u zi$=&grgUb!X5G+ha$l_mCX#8K(~8nZzGdaaK8CzvhD_v&Lfy6nI!fa$!B2vTZ8jX^ zwKz%M^PfsKWpMAwXay=(;q4PR1xtxkoe0!4#K=n|JL)*pBq{j>!No|sNyp7_fkTS6 zrWLWZKm)uhPmn7L@6R}Y)-zY43zib>A%<$wjN8#)#zo1G8X(jt+3CT;TV{Bx#bt{U zuxe6Oot6Ra3DNRF!;zm@D4w|AhnBbB2kE(gJaVBlz-;Sv|017_u}#H2qj+bRPtEy> z=<^om>Z%^AryM-W3Z_w!U)O-MjNCUAx6u zhJmFneblk-5EA8kYr7(wx89GlNS_EA&}(=@N$=tiuwyEajtrcTt2fqp3(Re-lH1G< zAs7rJ65@>1JekV8gcWgl_(v?@=Pf24>VKqI>n(`d5`OQ0J^p2uF3@ujOqlO+ z{!S~`A0}%2AT)NyMDT~AziqaU=Am?%jyqi&#?7&u!?kA`mm2JwYJAxk)tWnx4f*#U zWbGTJMs>4)yQpKX0GDl5B=%>m7ANvSm9S@J4&gJK!w7xE*`gP4b>W@^={cYO0BBQZgC2W(aT&2iQ8a0I@gc$us62W|D5}63-bz2W( zw`d9@3O%m&YVx%ygI~;GLN&p*PEdD70rEx3*}G3!@WKobHWSB_TcCC{zK?VhLuVn{ zCbacM7$XbRh)o~yHLq(m3T>1ErKWw}u>bdwD)K)fD15#*QBI_#74{G=9FM{_yp}hwoM^d z2|HWI1$5lmP$p5sO%%0wKZbGwjph(ed;oKY#+LyYG`Rm%R|?t@SoCiH>#9bgfqeB3v~bBn}KSw8q~d&4lI zJZ9b9u|vq?-xA>JM76onSeXWY`byHP$;kgY z>0oFmb{uvlPEs9QRKfAW<#0y_X1j2c&X@TtRbq=>I;)?3GRLtZCcPaWB=*xXOXPVI zptCbxB*k`ZsUkKg_iI_OK7iP)FcvN!6hddHvpaPoAB|Xos=g>ui%0~24M5BJi$``W z|G5~!B-Z>#M~L#zHOS->ttEew2NGwPaV0=^A|(_o4hY0eO7GNA#qJGO{?P6yM4?5*XF&bT4<(iJ1uYuLR6Y- z(JG9DJ*Lmnd4Zhus`8U47tfqw_nKPE(AfKBqRv$) z8SOA;2Jjgxv;tf7M(@2}w_&6CI0jTdGNa9M5oDQe@IA|%Ac+}&37LOD)ROxatJTZ^@AMaxTK9JyEZfyz#hQ|cV>wkh2nU0TmuT^wOMi*;z4`> ze1D&b=+olLt|JH84v^~i%-KI`)fAPtawPt`LUm;IgNoOUeoun?=^vnmxk3Cu4qqP* zv@#6jL7wof-)ky=^h}m_poW6Xo7&5s5IqSrm47LXPA|{PmVWUx^y?{n`Vd!*XwPy; z1XGCfZ+j}XXS5q75BDmQ$lzG>70EFzu9%X@d%M^U#$I&2KD1c#@}AT_k#}EW2NS96 z5zB$rwlQ9X97dlnlFf+puY>>qpTHv*_}{tCYw_&_6R9eHO)V`$`9yJo`F!x(2!lCl z@G^|^>lm;mrsP+5lWeK>DAk0nmG{3G=?y?AZtCeUE4tj-S&hpP4%Sm9_~Z1d3hp)k z6gcFGcY|3&)w_g|Rm=P*a>{d3=I{F8A0AcYUn65OULHy=ucE%DjEdEMa=-4w(*U*) z!3!)>p~zf-n$ycA^4-jA5f=%J#l1W1Q=XFnXp2pYn-pf?*Y+5AZ49kYJVqB|Ekw1uH~ndWIHz04wS;Q6>O-d!B~5?t_y zc52FhWeY6pxDK|B2o&T_k+&h4iO1U~2r2arQ(su?)e$ItI4!Cwy=%ijl(d>TPU%K6C|%qn9Q)$zh4R%;v;@ zNUU6^_oT*gHFwpNDMBzS(+I;#ngd7IQUdCqEM`y**=fT9OnJqj5GQzHC}|fzKG&T4 z;}hbl75|Y`4+!Nr+p{$WhcT3X z3zzkO7T_MNTAo1NsU4O(`%#Xbm(T7@_NY2A_8^z>r(9xJDvfT#*i~`q#%jcS5hai( zc25_Pgb$1o8hKXRL45fn@2c8XGV5mdhc}9}N|LQ?@IN?c+Z|DV5Hx%*rY`t@Wi)?x zJ`F<>c^$^G>)rLzulHtemDZW3s&JL_-3^e}|H(FDD*t^g+tmRj@1;9a zjkv3|Ojy{eNOc+3))!=b$>MpU@&`pho4NejLU`1|rZ zL`@H`Jw0G*srfE`gF~yPCg~|Kxqxh*L8XfCdAAsKqdRh)vSFB5gt>_(p_2z_{%Zbh zC@r+8e1=wNRReA>Rk?Z}k;*bx zO7aw6p!`;IE={t(V}}ytw+F#rc7MxyAK(w65(tm}dfYvZh7wEP)g53RO8-17lmj_B3G~>P zU1gghD=aY3UlvTbB^H*KL32eD0yH(ZAwxvqG6FO=mtmPe6eu}3F$ynCWo~D5Xfhx( zIXO5AFHB`_XLM*YATSCqOl59obZ8(oGBJ~}3n_oKRe3m6`~RXP%ie zpVxbPecs!Vm$AXX^l>Cl(3nJ|!H{s3Lx6>)C6?xk2@dci5vWKNm@Vi-CtxW660WME z!YzLmi5yJ9`}opWJ`TWOEKe+J12}L5>*Y^kQ2p@$ zmWTt6z%Ai`6^Q|XctDXv1Ux}sEWsNfc>{lT;4#1+gSN#0Cbri0HW(#1`jybBYi77Gypm%119zuJJzoqNQC(NC<9h@ken3H1qV4qUoNUlY1nUj} z5(ok*R6Hx}Z`}4m%z&TNAX9G&DPSW2py*4Zkq;pd37@CBKOC^i16bg_Kq3`n85xs)2m_#0LPiiy`-d2m2pY>L z;fFdv1;Jm!_+qIWwiY%v7C-Nx z0wB}N7r_d?(K{>{$%3JzgoTnxWWXCspn_p|ZxDKLhf=XYAV8zg!LZPO3w}LuBQ*dV z-irpcJv2Jp8{W-`-XuWt2MjU!Tl7~$D5}DtiBf{b7Dplyf&m=p&5f`k(V+HF{QsG{ z-(nfl2?Q%_0I2vMnf+ZI8-RZ&1pi+KzbQI`Ear+4~ac%;s{V{L+c68T5v2m>NgqGwO;;2kV*yAR5nB) zl$+n^Lj_@x2N3p0jqOZL_WxHuZD^y3UL+iz=mV&#qW~<0f(_20}!4N&!4~n2%uoSpdID?Z$0(D;9u=kRUkHyDr*9N zDr-Q>KCCwgNcoM11{8k|8hq;SFcdTZ4=s?Nj**a$06Kw&Cqp^^sR)H56X?`mm5~~n z0D_8#I_j^R{8}s<);`-9PL-e4`)ko}oG~;C$scsY-{XV$s{K#&P~ zarZwbd1*!ZUAY%k7>>^FEMk|}giqZPJ^+9~f4_X}NW#|s)XpmL-A0+CvY>9xsrx6> z_U4c*Ob@w*C!HeZ9g~mTMOb_NAhGz_JnpF87&hE8Tzm&wzb(T7Zhtz>^5w~*8d;@@ zBNP_}OfK=MjDVs=($E>ogBnUfH1QgLdzK62^!c@4kQFtTw2v zl|x%*Eoy$EbI%2n}6Bd>cxx8acY$iBGpfJIt zphKl^X=(PrbH+0#YLG1R^@muxY_~jHb#J6rQ}=#~?!|A{OTjX%RrXJ(6 zsq=Zh7$+bpH(^jOKXhiSMZ|Bwr9$a|TMX_~T;7lZ0nR73pfnnG+4B>rhNLz&L)|{o zayDQOY|DB~O=!9%+X3Ir-saLArpbdvIYsb{G`}GpHTZ~sJj02WbpszKEP7bxkVR_! zm%e$-VcK+;W8%^mG^u;Ak2AS%IsbbUqW`YGIblai;Dt$L4r)ffsAji<91t#K9uP9d zCdeNcQp(+@qn#GwwuAKMg@}QS$xtB7ljLa~lY7U+*af2+a!GEr1_oyAKDXz_b^fO# zyqCy#d3Ef6jP#CdGmwzzV`uWbw9PuE_vfpYH|+~U`DTpkA(EPxPCS?tQIHb*rYx#) zUh3izn5fNj*nU%MJ@#lv&t%68yn2#?92#~?oR<1t!V?UXn%!dISMI(h6}`H2A(N66 zOJ5Z34}3e$pK@TnrtqaiQ#lFtb$8Fbe70)lmo_qghX=>?*H>b`4l$(~b-CabIt zZtT%dx(!AIKh?3*sTZHvKT6JOkU^dadT^3P}SfLJCB-u z^srqKdM?TZqs}>e*VWeT>zc5vTt-@Q?&1mObc?=o=-xrm$Dsa)$~m5(y|Xdd{Vhg* zwpepiR#aPLoprS<*X_tRe(qC$q*esIuHS8cI2pp|-$YJb1hRg)9I}O zA;r@n(Xt$c4;B@0w=;dq!tbt%J>scdoA|TS*uu!RsJ{BkAh|Y~@5P?9qWkgqhqM;a}As8`|!(gU-A^Ijy`!kSe$)MIX2x>(CKjB{@_7>K_BV# zyYq;rmvZ=C?~glv_i!;*f3ny%z&%qb>C&olh){d7SKG-OguE8pfl7yo8~)gYJE&XM zE(O`6dL_?u^;1zDW5h1%jgDdy$4Hf>c|V?pw*Ek_iMMZs=q#D0}<<&p8U^-Lf>Rk|UV{iEP&8He&5lXzYb7B+Tqg*eD z+hy+dWi`s@r3`?CZnO3-s*vDtcMGL$nSH-!1x*J1p`iKXVY7Rj0^kMsp6t|-CceN) z{nCf8G~0zMc2~B^FDWiu<*7N@4!npEG}BnVp_qD81~q@N-B~kn{NUGrNBze^N=B6{fdzX~ccO}tV?E>;Wd-_s&-BM>Jhh_-c>}(N|^5_YFj*_rle5SmshdeHo ziuCD^b*P3Hkc53S5b4*uGSAYFVbb7o&F5AmUxgJV-$VOZ_s-v%=NsN@4f44?iB`#f zJ`!WqpZF$fW;{zOG+BzTID|NQH2-~Etk!NJ?7%3mRn`Y*rxKkC*y%c58+7&oM7#59 z`umo(2f5O`$vvZg(zhM%KdY2UyAb`c-eS6S?J-bYAjo-FVEj=td|I3BYHj@S1o8D^ z2g$7h+c-_Wi(`aqb}SB6y}+NBSC}s0IE_BEyZVmgA6wXTx4u)_HNK9;ES&nN{B-j~ ze)WEj;SDc*CD?3sZKO{YWvw-g}^hw{*3erVXnp4zq zucpRdM|^CJRv~yMZ>@Z*u;#M8#^_p|iSpEDFAatoviZn3c-^|Ur?&UL@JBvwwzu=b zPnd&d(qY}I-kbKc)jl;O;OqGA!30?$`=j_c6zEf@~ zday>qD>5;EPnS{S!Z2JNB}cu1v;*kk9Xb{JY96)AlYj${MvSZ!8Ea>Qtlq#%Xb90mt&gs&R?~B zaMnu3EOO`JTHV>*`MKJ`O{fop@$lm@S;=hd=1b+9Rt37IY(&x30cR(!7{<*z)Lw0J z3`7F_53?I&=&F-g|XScdg9pp&wh9(L*QkdUEkSfm{O%AM-rR zO$B&=h<#fRntIP`>ekfir2L)wJuM}t(}vHNb?$R>uyiWd<(58g`wjW1 z0{!4--r-1*GNbNU=W~t$TE=MSXEw39FIKOAl}@JDdn9v|zASAOks3P|b7j2z@qFJ-f+62I&C9(y zwUiuJYkCi{r_^J5Cw0A?zn{HYqMdnvT-86JCs3H?)8gQJXY?|jIK+6m;+%(lVz+Mi zZa(K(M59Do^VQNGppx^2@9{Owq28lLITyq}4qWE1TZGo6+O2;EqC3ZC;ey(C(U)cHRo%{v8!vm!2FhC(KM~N8~q+^)An> z=wfuy0Zjmav~T z^YS{6Y6-dJ6(`F35y^q{!KYu_8`yNBhH2k&mjC5l-s2XtuRpBV+$QX};H)Hu_Yxd3 zc<4LbyQOf|3i?C#WyjA<8w0im5 zo^Na)cU*GSg+-PWSZRgC1LlbIP&Ky{w6oWwZDEt*1>UjtO~Lr=5sA%n@o#T&ySmpd zfA#42eE*o!oK#fFi;;$gGd28Md$_(-j_F4!Z+*7lmi~TiryEl=w?d*LAJxA%uSK(S z3qJh=JD6fMm?;`7cs6x^k<(J3BFO!Azw;SQ+v0*A|0``;AcypK-7DG^F(TAcI!+v} z`BCcfnG2f&Ug^6$=y+59!O8!k?9`_1ZURrD%O8bKx?kJZsl4{xH<6N?$X>O&D>v9u zCb2i646laBNePx6d3H-OdSG>J@(Ynaj%pkFs3gsD{-Y!2kR$P8&v`v1P^zdk^60s6&NGNma#?_ra>G;LVQ2I~)a<)iR{L#&In8VY|(YDHmK#p1b>nSRz zH9I`4bo)Eg{Dnwz`hMN6LuvK~l4W5#4I{oK3f-NU$qg(DX0Rb=FU*%sg)-wPyg})T zckY$7+3LN*a6Qs4`>JcHo5u6`4$vt-rn%WNFAmiR6~+5M)+k2_mqBwy69P0jmtmPe z6}OFxL@y2kH8GcAnLra0GB7nU3NK7$ZfA68G9WTCGdDMv@9{$w12Z->m*MS1D}Pj+ z%epm+yF0-;xVyW%yL$tTHSVs#3GNasxI=*88Z5ZGLxMx_aLL+dpSAWr-`_hJ@G>8r z_0+8D9^F*$RW+EzEWzeLX|SUk6B{!tKR{7Q3G4`FV`WkYTD#kuxd7OiSy?%esHh}d zfM#wWu%o1z8;~Es<7NX;v2c4!eSeE!W#vPn0>}Uzfi7=OOMtmIKndt(rs?ejWCPHe z{RLFPu5L``X0C5;prbX&5lHuzA^~>tb^%%2xc#ZY!Nl~Z(w}T`W`Mkzg&o+_)eZzO zbF>7=Gb=Fzl);{FMi77&>>0@MFPoB>vYfP(h9;BZoA4Z&l)!J(ab$M$ za{DX#Pdzb7#WyMP@B-M`*#WF?B9(HqlmI(8ys>sg`ZGRB(A%8cz%Je_|3}w$j$ltm z-~Vg30y$b*{h7R_yMGglmLtg79VjRHKhbX{q`z&}KsNv@0O$+=dRf@8{Au@>TK<^X z{+Qp!;P2}Mb^=(L*}DS$K~})G2a>O=nFkQy=Hd?Y_x-2iKM@ie55N*+;r1riXU*3_$WIe_fF|0D9hB6NU%xY8+ zH?ueCi#b}`1K;-KFO$}v(`5f9+qbI+^ylURFtKs-{Fm=dkrsB2Kv!1)H{V|_;M)}b zi|^a$|F8wH=zr^Jh|B0O{2$5u6(;3q0k#A=S_9a*xB+G^E@s|HtZzDC=i&nRvb{;# z66p1pPyj5M`EM|X9e<5zpH{|xekdGI@V*WSc1F%^9 zFXDRhS%B@|miKQ98!Ib-#quAJ4Zs5YJD&Ru{iTJ!1AjOGEY|;kZ_RD~0l5Gypnt%( zeA|D(H{N#tfNyN<{{i2qI{XdU-iZCplj|+j@of+O;eTTa{s&|SusHoMLB<{Se1K`HFd!Ms8TqzE%k9Su)4gisNFB<+X(Iu9IkKsuR-f z^?v~;A=a!`8HuX7?aySG_YDM$Z z&xlIQvq(N0#N-v>Lb`s62HD$XOqnV!)tErDeDkd!(@1HiUQugSCo#R(AVt%c2sDN` zZV44ZI5o6=@4#5z8)SQ8$6+`n7&*p;X@5jptKOYz63ChLtxqk#J2%4CucwlmQ{uHa z^j&_f7ykI&HV=^PF;C=wqXd^p|onvv+`GwK8Oqzpda{yM_;xo}u$K>J9Sz?snDskp9M zSNV5%sa>9u$9s5w$fl`1RgTz1&wtXOU~N2+V*Oi7R7(l*&5nCEY}bV7g3sD{{bJ}b zxG>EnE~~m)-zx3bKP2Y}mrt#19||7{l!Ql~Zb-jy4i|6TPGVPln^Pjzi!C>*Z@Fd?uxKBveei-kMtm?6w6kket z)zmBFQ*FDGzEcl}gGroSS^+Q`XbCQ5bkpX~x`~<5ncddp8|cp;9)H`tKKCJ&V=G<> zfBeJ(&y3zXS?V@##lxwTxD{2A*eLt&_iAWhSe4uoQKs+ zG}EB1sH4Dion4|Ag5&xYt<(H6?H`ZF+*BsEXSG{2 zv~w!W49&J*3#v9UZ>Y$+5T0TcrbM}WY>V9);K53XXc@;psYw>s&4ty6^J+k2)!hsu^|#NqTeP9p+mw}b1ixZHudE2dwbKJ+hl()p;F z?0k^q0LSz;!CkL6D~10!@P?3!Wy#?5{z$vY04=LN&Pi% zD{ICyb`M~O|K3`=%6$yUE@4hkR}M`V{?Y~^C3&}XxPPcCtC8#lHHqe=%S=6`7Vnx^ zZtzG6J2OTIDkQMiMu^Tf*;_fOqpplDc9xv5II-hrMA==ixF742XiNE~covW1l{dvu z8E($lJxam`9}0URBGw*}XCHIVblo*}M!kSYk?*rK(xttAT_}Gh*e12F!3$=oM58fF zH%&pYSbwor>KFe_HV0DUdW6sxOg8FH10r6flo5H;P z%9(*DpB2Kqih(`$8YFFtKZ_$Fo9EQX?yV$iv~Mg@!N6Bel%Ei4#b>{YQ$yI24ugO% zRv5`$kfrEKIq*e0Tftg>Ki`3(pUx-=7Ieg4nvp_@k(Q)N%`ppS_(hVw7%+UzK?#C@ zYJYO8e7g$?TBGDJFuWH^{0m!0!_F=qe@I_6eF;wLu&sBG0ZTRv?1KtxeKP}HY>X

S}zBllaiGDTj-{oZK zv#rpbv-|m~)w}sT!`~2>%zS=jVB~b8N|1y$|B(gBFpHRo&oh`kBf-2@yMq`9g8Xur zWqp5*CdJ8rn7IgSX)LFqTNu`jP#%V1_GGtSiGNA@ zg!GInL@!HZJ}g7hW-mQu-G=(prTr4K)<-AAkO4Xm>)tsNQ3Eq36J4H6ArBNuZRCm+ z443`W*qc(avF1}(y1H5&hba=pQP&A8b>Y~pLQ+y_K-F>pv7N>>L0$~PA%R9#GPnzL%*%ucE8$c>o_yw~<02 zT8vab_I0A_0>+ev0(%FSr8a=174m*p>QLqP-W7$v!FtMP1Cd|EhE@U^AAh{`&fZx| zv~MIMmW|#dO#dog#qI2&9&N94r@k0XpW5t^7jyVbF4oz01!H5AdYKG<?y#inYt-xABAmX#=T#oiZQ2S1H%6o1K?;vkae>tV^X z;7ft=Rhh}igcA`)F0f@(s$-UCVN%oz^&qNu^;m8``kwk35#qgZzY_9_-MR+#Z>yi< zJibEg0rVh(bQa$nHAXTzMT+nLgPtKvLiY zjM&Wr?z^Xkd@-koorr^=HOJQBZ1gfj=c3=wl z*<;9XeMs9J)zxGpPU`GtxAuJRA|(66Nro*XI6BEIT>10M_CP=XWVhNong#2cQ2DeZ z?Fcji=&EWBt8ec4XsV`3vh*Vw1o2a}~+pa5Sdp(ng!FF0>6`0$ zM#@>otW@r&%K>j5EER;~(p7Ikq7+ssn7Pi4%G5yS^`ZA0xkIto2~Br9kB!Q=6Nv)a zAA754@-R)AD!)5b?0iEICt~PH0aOfs!M@6ug2$*T3XNRHFQG?-Bh&fN$uBj(zMlWv zO@F}um#mu>_M$<-{BM24T64X)xk@m!GW2N<(bmrw;$Xev#vr6o{Jm+n(tn7P*(nHs_e z&t&ID5_NL|pYt7^cLzU7lX*s;l9TLA$A1{3DJ`eYB>ygg-jq1r<3qQRaFEkW@8xzc z&AUsRYaWAs5jEZ)mC=Np!B}0v!BnXhaEC9vI!K8+H~n_2-`mv#Dpc{{T?fCSA%8pa@YCmXs6r6J%CoXmUu23v1R890}hoHjdT-;e?m!y}_mcuA|mhzKti(KU=b3;+ngPLDm-$%fQY-^nPQMQnp3ZX?{0zuCC{}*;0y=Ao&DT=0yTj#pvwDf zubfa2jJVlsEk%P6*;Aze$A4Ne{fulZQ6-0!bQ(lebF*<3V=|nOO}&k&E9g8+=AUq@ zKO9s*B_&q$TL!Cs$~F7M05;-uXg^@}=eqaPxQ`^&=}Os6k`7J+?5q0opqW2(X84u4 zaY1v-s*WAL4@g$vy-Ur=y0e^(%)wtgl>~K&cY^pPRYAkxjTQL3ygR@YxVO% zni+cUqhtKk|L~Mbs%ZOx zgv*jrV}kSJgWh^mp_%B2kyb5z31iY(c)wS0_O=ze&m0ZAfn3I=_N|iIqWvw^=ggp| zv)jFQ7~=20u?w!DLbv8AqD;$J6qXrIT|iPxpsN>llAN^#!GE4|b<_!6<-h(ScWlM_ zViPW6WBTAl&=^D~7cX-Z!ZVtS@B041qiC%^2fl(1p?BG*M%H(`HNu?kC-fb@sG$w^ z^o%=)iC4Ty-mk6{khW>`8^@j?@GXUfKqcCx>b^2WO7<9E&yOw6?4aZ8?$5gMC|V}E~l{&FnReml|lgmigE({zA9 zDm{)C|LK`Ep+9_i#d1iPR~vD4>1@vHYLU})9eM%Zan1SqN9iWsm7`8<=PMLi3HW{4 zs1r92G`u8mAG(JH2s-YQ&Kkg?1ob2*b{a{E@aMu6i%JI8osd>{Kwc9Eg5;R(wGn+e zrh^~WJAd=FZ(D)n(Q{5tM5sX10i_|lmtg4-Crz76YYRl@uaIk&_*QFFN_iQ3SLn1* z*d|1Crw{$?jcTCgEq(_>wsh>FOrnZ#`!6=0Fv=Kxmr)I2yM+1_^#+^~bIyfJ-#B1D z&M)5X`b9`jg*u}~W)X%*uj&E%G-%cZ1 zgB%{GSp(jCsf$qK*Y~f)EJUM;&Ncd8(W3XYFNZv4k$;#dZ9ro?ljl$&5svpEAxAGm zD}NumXpD2Hz_hLSWkPm*_|ko3TC0Z!CP3EF>*V>-@A>L`KJ&3)wS;+d_7fhypfKph z4YnQS<~#GWn9moBJ~I<0>ND)c0(pW^F0LlI9|QWSHsS8YGm-KQnG7i$OHn}zBxmQ! zULNStR6~ft2RzJji+DI4a(1H8Q9-_xW`C9HA3Xh=-KXAtM(L(^EN%#541Zr~moTE= zWs@C*916V1k6zZuvo%z!Zq_s4;D;OeDK9=Wkx@u|r?B*!O3*=r$&)Gd)<5?^@YlWC z;LbZSjmj?5!%w$sc-fbN+RIZPOg#hxW4+g)13!J0PjW@CwMogH_9Ib(M)e~;Tz|hX z(`hG&&@l|g^|p5*yyL3($54VS7&pr<+C1(VRR~!{VQ-zwF2%^*kU8 z&{bWt2(2}3#_0El*BvL*A@m7onKxJ_K|C9JLI{!f7alQ0t}!xdNuxsbTgTm~01gQ> z4Ozee0mbUzuToFQjj5@?=q9?eTQ0EQ1m@n=%eA%Iy9A2S!~7Ds`(T#1Pk+iEK@R@Q zBe2ZVcjNNgW!QHgBRLdR7^b+>3aB4_G?nExe>`h{e_W26?ynRoOw^x-i-`N(_blua z4G7;?)96;>X1NoM;!q`_N}{2R2*e0muO&g%Y&smG7wfbIylXhPC5S?K&H#+}z2JV> zkt2M`LFa~y*~sxno3-sCEPv`4w2!9UGFi5CA@IeOe9OKqY%=e9!1&Har77MGQ*970p(is48<0)Jy*KZ&*?~!zUsrm^gX4(Yw+hbO?8RW{3!ZIHYn6t=uD`AIrGoS4u23eP2Ww)z;!T7 z)4>)eJ*8fmRnNq{;23JM%2_}SLE9Jfa9>SNts7?q7;`0 zhE09{=4C-Q4rbLRn-d&g*k6^tdGx!2t+noRLt+Nmx{bP%H6UCt(3tXjyWr>q^Ppud zPn7bk5!!+^@7ES0=zoI^EDQXqWy<+dvVQF4m(Kg2^_oer%|F8uy8D-qzShBUv3?FG zO0z&WGg_v1{ShB^7Q}{XcIz}mXk2BzHVy&rfbpY4a#JEt5A7O$_eTd0E!0;2{jGO% zGU5XcOU{oEYhIR>y({zpASw|12kN6vU~$#Odz2$O=C$`y+JAe;Sl?fgcuoC_-sxtS z)eefq3(=z`y7H(dHs@Lif_X`pX{ZbVaWvBU(>$yt7|6b~_fC%AR(H$kBfj$e&ab@V z*&~NpsKOazBGTkNW*K{2oWM%3t#~$0$WNroqjW%n6JbkINzU z)fC8Xd6*eWFMl1!m(zAzcA+s|l9~qGL*J#KvgNjwiu8LB9d+I%#KxqKo6y9;fX0-@ zPJ47`o%f9S+9Epn@jB7t46b{&N9BQIQntqI)IdI?+jkaWIEx@EkV#2RJL1z*bUTe> zINZnVkKve8-ZkMDm+A{UOrG(_y*55$tuSHVv{nBu3DE`cbjk+$EG*GU zO5PsxqekmdZdb`nFDdn|MmVhag`7KD+Sk@#+9??mCsMD)Xf&>>{OTj(jBRyB&ZP4m zlpnPEPJiMhJX~)e!CDmft+$(EQtD@LYtvyVqqNqe$)zvO1rbzl@ljXshM&P!TO+rI zM$I{W1rf5|YJfJ{=d<@8QU;B#)W}&pnXICMCpi3U#`2ZA>%R5YPi}kbWClJdST;1a znB}jzi)neK>z{npI%UdOf%S<5H=0PFmzK+w>3`Y8+(x}m%G;i8Dh{9?kly-o)iv2u z?84_NgZ&W~yb7n>zA!U1P6=*O_FQcros2PSFeT_|lT+JyfU_TQm;^mN3zS-L3D8Z^ z7-KwWS>r{Qh5zOd`z-~9nhGd*3Mfz<2`9gJt!<+3c9azC$us@1_u!vHx5d93JS#uZ z0e`VO$)>MN;!=q3H1{}N|7C9KSH}yZvxoHe(?n~l9J$J#McK{1t0`lZQKp3O!}fQj zQfmH436ZjJ4RH%{V_eH<7E<*r(jD7tN{08vc8rn&cp~!5jD(;=Q70EmQ|WIX9>QrS z8E%7I6m(-bBY+YnKTW9$%Z?>!7Zxdc$ba}Uq6Yklo${(pqd zg`)s_abwl-#1vCH(LY>{`cPbpM?~Hr0e|v03(Db;s#|$}ni`$$0uyZQ+S=YO>ql%R z8Pc^HUQ@3*qUGgO68>t~W1M&N4BWZs{++wGJZyVK-5g=^(a)LqEY3X{f-tD=gp`3i znnw;XuF&1W-Bt+RUc%bKCUf+UOn*K>fQgEUvToAcsq75@jV#OKj!NuPKC1}|pu`Ku zefTu2yyhL+D$$U`R|VwS6o!v5gyy4_qs%o+AH%?(ghQX0r_UB(h9Kiz!oNAQcyuo@ zsHvTFxoVtq@bzR!S=L%1u->3g)n-L?&1Sjv@SOV9+5?FGN{#?w`3$T>0B<2ci5{lK2BYRXUpv@dQ$ zzCNsK{u7V=1)f{1PVGj>Phm5kQk>jbqs?WjN}@b^6%q!1$6)Ln@oksjfi1bIUG3O( zA3~)?_)(2mDz+@V8%HCGey38{$_O6lMLXLqYKf?+^NN;bvsr3a9sajFGmXBC{S{IR~I`W>^kG$0nQR2g zFMcvV*+5cK9)Eq~&ZGx@u7QGgV{2b=K34rMF?tXlIZ%6@#Lm+#ZfLmi0Pmd!8#3YR z_4cXTm{~uyIt`cIOqN~=`$MS@3vCO$vtR1L2>9>|%PyLaCHLY4&i!%${d;}OjO`~0 zPY?7H@L9_9urNsStZeVT#C$0Vq6XLRV&#N#1cf;*?0-ivZg*W!!!~PTQl=M%wySO| zK~uJ56#igqkF1%CL=H9s`w`tVS~;lZ>#IY`0hBDB<~~ns9CiSIB#p-SvRL1icJyxN z(`ra+9WlJPjKPizu?zn3#k1J4GD&$$eR`^F7LBxeVOWdu(nkefTWnn>cm)VQ%W&vAZA$4&GEp6USw5W?PU+YirtAE)LMzBmpIhgUUzg8DoNMO;XE#9h zQGaVN0#>W0H|VDHt?n$36Z1=gMmZED-tCZgq}s9!$CLw-zb~$2tc!eio|Z)&WvoU- zqG4$y&P2Z!x;2j{GAy{XEjP|X2zgJGVt;9(=EUmxj%+5~T{hJ!m%!-Ok%crS6P-za zbp}ZwIqr^32K~MbMQP0RGr^e>2ehbDvVZZnZ0l->g_yhIl?N)J&-XAQtk9Cz%+IDV z9&XMka9(G3NGLj=mjWK2#G`)d_+_kBNtEh^WKWouXC7Z4CRhgbkF+qHtw;?HGV<7P zjOV~lXV*n*=YN^0ATn+7WXs{?_^kc|Sy-P4mi93}=6hZP&&Q3bh(j?>lrW5NSbu@A z+4CPrJ3%y!W1x!{teL_`PTkqS*qI}>6pzp?HLKx1^t^}Gu|N`h1?H4g5lv!&usOD% z4xC0ozOX>rQ4TnNE{p)Gemu{u5AA-Z*b?3cLb(uDe*M50VU7&nom;L@Lv;=RO`23Y zsZ{Fy2|}HGHk#?Bv7u+4Z#BqHu78PrV?BM&ZH+LO+OWbUt#gwK%l1f_h<1Y;E0t9z_Ns`kpN`DWZbHfU5 z7v~y{lqsv^F@G)EKz6JSaA>Qw#@CY@2jPEW$AYn_VRjqeU;)NZ1y=Tb_n0-Q?$?}5 z2F-s7T;R$u)vF2Xjc6Czj240}rOx$jz;=|zy7t#d} z^8kEWqnk3fK~ViV077qk_r!}(Lik7y#THZDnL5qwlCVZ5fUnGzwi~( znF@0EOms2y-2xuT#D7BIliRSXg&WeU-@$^q7-*m8EH{y;ZDl|x}2zd{R^I<|b1y?>>($Qf>l{#zklUpYMMwLuJ-G>oZ1$RqLZLw2)Yw}C zo+H;Jk|jojLK z{Yek5$4mNc#zcMnK{aTe$Nr-adkHO4{kBE9hHSY3hku+=DAo<%aK6&Nhqu!$U&yv~ z`4uTqG_a=RH{br0U<<~gnOb^v=Fmt!zGLVfb2GPKZmFYrF~6G`A-!bh{uW#i2K$qL zS)}}%oB%B9OnaYTITDeG>|Hz5r)or@IY|Zm%!R7Fg$g9T8ytg``_EWcP=|p{C+rIG(}-hbXv0VF)~c<>twj zE!N0@#^D7do{yXzlP7!$={0d9I2J8GJg87s_kYZO5A;Ap4!ek_iRFG=1V~2liE2(i zYbcVzQPcBW{G0;Y5Zba#?EoUoR?*Q?u)7QeP{XN0I_rOcoUeY2qiDqB%g7vDJ4m!% z%+4X$)E=F&H^KuYq-&qdC=zDu{hp;94ZASy`ZtGs368bjPl?nV#F}Wufu2Bl#&_{! z_J6`qSA4`OkJZv94jH-xUjoK=3*HNR?$h=4xYfIvt5IF2W8Ns@M1C$XuREND7Z7@GMYp${2 zna3tOOigbZ8BiIE*NC)_ge?0bk-uvU#(y=;F}`|KewN_75*=E@s1rvB#lEc~QyyX8 zQ8-SDZlDOYow?qLUt^%dV4J`So1&O?pEk4$)BR=syL??LAsCS?OX?5P@RJM+0|e4! z`jm4!vk0Q`3~^tJw6DmVi8h(2aOxJ?Y)e6+>s53_C<=70Lf@YY_4~)QIv$$rzJDH8 z4tIXp35DXjPOrCOnD(GR+vcG%*Wa-^#TK4i;AnrH)Z)SuDAHQ7rmPbGIg*8XTc@{a z`${1u&6jxgRnb2*o|cZxluz*^DeI@KM^^RCD!3ZasQqas_J}E=F|7)(v`=mj&oo=@ z>#h@Kf*v0t1iGFnh8bbgQm)0@H-8kAB+I)f^Lj%>#JN&>3Cgg_L6dT`wCyM)v?JHU zc%Yj;vn{*w3B;oU=acO(DGIqApKB!ULcR@OpH$lL@e$~f8i_J&s0e?SG0RecbS!$= zkl7U9IZYT$Z*s34PrH0sV?p`+{Ob&d{1e>Qc4LpB#9@*48KL5}!2YIQnSY{DyX0&I z!lQSsEMM>&Pg?*GoT>8V7?k|WHg$b^n`h$~*<4LEEv+o9(m}xKPnDO|oa~AhgHhvh zohM(F7Ie4hdpz=BsQa;R;_=Fw?nfpd2Q#OJ=27$NXCNpf6!IvR0W_D?;(eVpt z{C6$hCZPxJ}`qn_R zZnMYsFRWSH6oo^Jh9wobov-}{p_v>|T;13JTcN^zr&R?Qv55h^TJhsR1t>x6UI^jB z_@(Fg>E4f6L!kS6leKgDs47R>c;^Ilud2yPJI~^qV!syZT)8wy%HL|k%f@Bwfgit1 zF3u=e=ZiR(G&+&MF4vMqgs-R6KMZQhKp|4=+2i^aI(LUPZ; zVa=M);Y*=cm%amrGttr)dz43s?keD{iA3YoWvwld|3Qo=RpsbmIlx(oTC_rQSo(}T z@B`dfAm#vgK!?BilpOXv0>fs=rLRzzG^^Yh@b<2Mo5if(c_z!P2!nq%Kzl+G{7Hc{ z&D%ZtHT$`a+XRAISMr(&ep@twQqD~*%Z6KqhWO+uh++c|=0$8+^CTiDS5jMca(MKt zlUHZf+4hAu)ts|8-)%ZA<+VXus*i3l8z>k>c@ou5JeuanE*33-LDCRTOeK{jRkq<* zj{wf1lnF83p=lpD$JBps!3627q_01kf6wX}4{??Xs)TAbdzCv_{+gj%bShXu;yD>A z+VU;+KI5n-{J^66B@Qa7%b0q4|Ax6f{0>tR$N4lJK;E>ZcmdzLTt6*@r;@cF;$sj+ zm)Db~T2mc@aaToPH0yyKIi^Nms*LLZ2T3?6_{_0P+4!;As5F0U2{IXtsNLY#y8&4) z0=EhZLa!%|Nk*mYaaNiqlg&iT#FT6WTlVyC2|V9CczZOiWrc0&r8DY+tj9klr8VKiXU?=QUGKJrpoDX5%B`o2bBIlm6R9V7YYbp!$D+SBuKoE z=Y&API3q*iIV*o06N4}IGc+oniHc~-MD>iH>0B6 zh>j^LvEO>2c0tY!iDtHY1zF?!Yf}Vjz1Qi3*}XgMvD6bqmV7C(rmEjLrB(y>fiOKH zojKsslJgjAuZS#s>~D2d*32zw7(XpGf>3zXL7B{*ki&nnc^Bo{`vLAd8MO=P_$7?= zLX`$H@+mK&&%YVzX&8evWDbesTzQD zYV}XN%LA@7XQ3GP&yk<978VUjMNNOLA1YtXOQ4taOrcefaFgCsW-;_kcHx{}s2#OPQ4-n50{brYozy@oQg^#o zpV0B@a)?w%8{N*d>j`(8gHe+=NC>|bAe*N=xUTp=Ey8I4Yb!1es@g)%#eTK7c8mi%D!|stxus;nSkQUKT0pLZnZ2VRr(k6 z75IN?ub|`?fh3Z@Jyx$lP8I}P{UNxM>?+%Ia|!dPq&wxm?=>gPd9iGf*@Yd$<|-O# zK9djc)p45oyneV7G>qF|Cn7dokNeV!R9$Ji@Lk9#OrXT^_y#dqgw%fu^oi$( zM5e-zM$eCE{k(O;KEKXsuuPEWEe9)kw--sgh?ZzsX3{da< zLr}pFduI8bWxLxlw1Rsqm`Oo$guYmO512%bnW`{i5@X%!-$vqlbKi`#A>J>s>809rylL{8&`HWQq}YYD}&T9r=G8fD+u~V$9EL zh36X*sNpl04fmxvNDJCH&}%z-oRsEdY1^hphdQ5N|9_hQCGJX|snpjvHEAm%8i3 zq^g>&PGG(vva1DR5a)lSO`^ejg0TK%#Zh*qW35aJX!|mjc7|Uhqc~|sskXX}k zO@Bb5@z}}Q*Zts*?r^ugL=Dj}o7YK{5}wiIDEoMAl6qH4+&F(Ij=Gl7X}wk=NM?D3 zH2U_Y*HOEG`-gili@(peK_%3+>Gxihx5(dbvGMWYxF6gI?=)U>bXCuI_Os*#63=XB zyGVnvXHjBAw72aLLPvP$3Ao{V!Wab<`|dNK7nq^tar-SZ#TbJ|nMU_yP+g2rLkr zleKb%*Ef31lU0O`%vK|>E5jWdGcgnSAClvv>-I%|rP+VBaIi>UK!3P1wqgW7q29NG z(|2o-50Jzv+9#*d*nS^Y6ZZ#6nU<#2z%b)Bi@IE`56Q)YF75sPA0IpWwMU?tcdt@P ziV;Q-aN~Cqo;R;tYF&ytQtX^QAQgD-LZE#rde&E)?NwDSh3+YNHc&bneZj=Tq4xEW zv=M^e4cvc0t;o|ZcnO?L{f^Y7HOj+vu7@ci6>R&C(}KRZ_bU-?rg)8KcR;7E%A9ZI ztZ(Ma>f*=E9B1#X+kJ-$UGowODxaAVD*6G0?+6_%ffXN{Cz{`-F?$oYLzSX(jK7q4 z=jRCLIIuWTRqwfN4?i#J^e9sEe=07B3qXK1Hb{S>lP!YYbq+67*$yNTZ=)>p&I(!l z(M~5;4Vyqc>Ka%m#{@=51VQj+55wQpiy23x1M35QvgIOBg*RqLk?Gb99-|{Ick$jC z0LnJX%EPDoWw|M{&Z9RnE{nDXy+9iN*8PnG><#iTY?QxEzYQRkD4yF_C35HAy%Vl? zd>nruA)oG6AcS|0xlRv8#dgy6@y4TTdYBlUD_s-&-SIfb5J4lvIvF%TIYt}X;jDF} z+D|TWHRmr-;sb}?HUvMII+e=n6({hjqrkaQ3dc}C(OhM6re(D7RbE$AUP)lxjhe*A zic?RUzF5q>t00xr!hXqSh}Oe;b$eX4UeJFsj#ZIG(z)`hZb|Z4+F{bZY5sl`GH7Mt z_P65VjpNukd}EW$U9}k3uOSFM!&Gw_ikrsSyBOG{Is8?4D_*d|0 zGMm9!q@TtLW#-kEa<*aJ_&8|VZQ}i2$n#kbP?@zRimqQ;Blv8X9RpzyDFw~7S<#)9 zbYdQ&c)SoEKksT1RE6>corJH`o%Jg@B;Am-xYbg3azr6))N}9uIw$Jgf>6Ae_OZKm zPz!dATqvSBDsuV67`(@mT1g1Ci8g<4A|MX$K1}g`N(qMuE3bc^v;}NH`#Wm&=wx30 zB%9b~fL_!4<)@sWB5Q_HDPIu-4m4(>GB$Dy-PBYI6>@c{NoY1N(gb{4ZIaITX)+p> z();1Hj+VOgKGuvB-^M^0^~8)|UG#fXE;!m!UF~Od%nldjfg2U1p|l*QWZQpV(kv_3 zg6bFMI&1C{NWp;+QaKQomC6pG&hd8oN_+fmz~3z5#=)vvpZc)lA)gu}sm=l~((gb$ z_?N(pFI)v}{HE{qCfCsb`RpWtMPe=zW2T$#MFX7DJu|r5LPx!QxZ8vdus~4225g}3 zexWm>Q6W>@u#?x9yqXu1tm%If-d@&sdDW3%wNBOdaXWR_5YDy(n#X9HMgcYH+W|y| zRIL*jPR4+)h;{Gz;tYqy7mt+h#5fV!O($KfskOAFRCiQL%1$l$)8X?grWF>jB#T|n zWJa(;QGyIJWNmZ;v)QZ3;U5UG$+)H5tHrzT+!P&|EM!L1_EYJi?4y5G(-z$lC8#6? zu}F>ZlX)c!f=^^FHkT5UhVRf+``Kii(P--52oIawUove{!!8MUZ$JTm}&J zpMG!0U;^xy05=FvlG>dGoH~OwMPSHU!CQN}{9^!_yA?ubmb2g8L%sLj8>E9OPkgrO zXUTPYfvQ;ZJg^)(;hPD_B%Cb8IJax%I=nG;l*qU3ge!l`Os+7*nVFOs6I2!sWbFv6E7YI_;2h zrp5C@sdT?kZS%7)HRlZzbpdYA( zOArHf9ni(;ss(?vsOd@9AH5J`v=0Qt2GG&vPGb z5YA>?=3%WW?{4M>W!yy8eQeqtt3Rh2X^FDNTkIwDX=31!`h>k(+mh~s&nx+gly!^> zDgEBg91k*b;x1_PMt{Y=H!NG0V1hxeD^Qx}DV^392bh2AXsjq=%>4NL(58elv#n1+ z(n_Qb&txO02`-3@W%;r{PDewxebcnm0`!KqeGq|G)}u} zUQiDC#YIY-(Cg6zRpU_K;^2Nb6`{!$7w#c$s+~0a{MFa^j1?fIjqlX`Ouj2dYApIn zsh3pnlbxC{&ur&2Prn%KGxEYIOqi*IhS-0I>URWqvYF_4#Kh={Or_EKUls9#%o}F) zKA(w&280!vd2;kTsta^2*>vNWz46q&qI1ZnK2x`GDUUc^+g~K5z{5Ft=Tpa_8Fa8c za?8xrRRlm%3ZU>=5{R-n>l1P2k%I?y74jQUHI%l0{C@%98Xx5jI&{J71jXJ(qfvjK zaW<%eaWk37F*r}5CYO%uj(l!Y0B8Zg9kx^s=4S^Sp@tw=p!!UF!|scwkTR)L@gc+% z<t}1)OQruWYICO?x^&j1n&C%+o}HphngUSU1%OEIMqZET^ea zfA@sON%mZ(4!a~_s$_k^fY&u$eXI0c~c@^ zaYR-PyR?hV+U4Q0&4kJAYKE%Rx?q;}=W9p%J2zubd=xoGFRvd2hry#(d7II;9W}JPO64`ZU zNl2i_Z0p=@4DOW3YzUW3wHSI)W)%ORh6a7NxYwSvl(^&jQPx*^0iI`!$h!OjW;xCP z?Vr-di6lDK+*{M+Y?vB57`;;&&}poO_+_eDXjD_2d1aVntU4jbT%RTNZy<##N{}v3+j< zC{G4s%NKiome+_>a-s7W3SD*0#IQyFDU^lr%pn>`u9=F<@@D?G+9%Jz-xRAy_-T%2 zGB@ZcaQqIyGOp61{VkM%6z;C3|6oOs!Tz{+ZGV6a_m}!kX&NShkrfwi#MuaIUHw=V zv%&!AtBGq{t6lQ))bW3|9%0wzFSu3@hfmX0~ z4I)>qk%c9BP3gH{KQCO+fj3oR@8?qj2-2uluLaZ?MF=O|>7I9I3_}cd_>tTkye1RJ zcMAWOI^3g{>n7Lct+BE!n_N#3ed4ZqTGS2@m!H>1IzDV=Nq?L;5Z?iE4YH8bJ3KvP z5IIm!uv{n^Y(;;+1CuV2aHEP{U-B%xlOo_)t&jH90(DOcS@*PNbRRXFWgSRdL}c^@ zl1uasNv=I~Q^qj-G%@-Uvo|Y#rKBX{+y4T>A3QkPe5A3-uN(E02xc494ar6g6iA;W zy;U2Jpe}PkQMjbANcQlcf|GSvo(JDc?=Gx2>GN}cbmD&^(HJ%ouoS0gbtIAv&=yud@L~bp(l4PG^{>IbE#V$+uot=8bxSv|I%*S zR3?uGUe15PV^r<+2i~p~^4#ud*8)XYg(rSx440k|k@2TxlzM7uwe*LmnvD`Zu-&@ee+ zde@He!AjNR&y&~AsaBppM#!pRBB7y6p60v=Lg9a6Eh8%)Vw2Z#+$NLnmG#d57e6G4 z^!T282G&nEwMl4>T4I)KdTXWTPpjryH{}g!7!ijg8y5U?7dRQZzF##Aj|anF#*-Yf zK!JA_KtI$UL(dCALnM9p=Q=ZOc%B_L42H-#vh1O(JH}~874w`w-k>c_{Q%JZG zG%eGjvr^w0wFt2++_L`}3{n^-3e`{$Z}IF@13bZD{E|Ajae~R#G`@>o2AMK2u+V>b zcmGwVF7pI{y)gBgF1kB>`ly`X6Jov#=tLf2{8{Yi|AyrTjS{g0^W$P{r?EOSAVI)Ydf;Lx8QI{2UO@vS?@6o zLmQ54vtFuA{D4sUSFA%urJ=k_?!$jIrN@qt;UT{Mj6N4G;uK>8-)eco0pJDzt2m$z z>R~YpG@$zxH%4M(4++1(J3OLOW+o0^Qab$2hyiy9>0R3+FR$W+GoX;%+x2Ue{lUBB z8){%SHAC=C<+k>-oicjcm05-OYL5o5G1Xwx9A-tLGjKC#v8iWF?*}=`6#9SNgLP7u zE=HKRm`gHULeZ>DeI5$l{A3XHXpkm-Ps!bPg@ns>Xoz}HsA|2>m#o3KnA^03wqMgT z-D(~EKRohBVllBEFa`7c>oE&R_C>dusVi7>O^+VC@d|!6I{wN2e4#u?RSP-aJ-ib# zkdWM2HBY*qC#zW!NjNE~?^}N*J=*KV&S@j9wXBD&zW7wb-79C>?YT|C_#J}W#Z%etvkFEf7K$+>|1=P>o)oHoJ2VK z%f1+vkikb`Hk)G;nQgdpD}m(;~^*zpi$P z@f<_y1)#--pH@-jX+nQY^@02~YFg4t89PCcFM+ zEiHzRlDI{i%bxI_*R?B>unWv->tX@Y(`f+#nZNr0D58ygz+1WgTbQyLfhWagJp!Wu zjg><13o}AMPT}pQ7w`;EWi9rkQ-8uznZ8v3gEF?Os8lu&;x~U;^!CVe&Mi0qgzs!T zA}&kCq2QV34BuprmUp6X8ASfzB56Vf-#}0DxCz)D!2N-8cQPaWVbGAn$)tT)?$AcsY97UUVD~LAa%y zuQy@9ijNw(8QF1JPXJ>3mlE?$&=qfwM-!6)h+6d+*0&t^Y?Li`Ipthtz}HCM!t&5wPs%Nih3C2& zq7O?UlW!9^jNq&Yt-}*dA2{=S0#gS=tZju(np-P?h>)Z`o_|>oO0Ca%a&!w|*t|8E ze#L+M{Nc18!7@(|Flj-dgbL7_y_$7}Yy^ePmv79O|AMrqJ0J@7Dm8onm?mD`jnAro zCF~8~Yl`;7`R|4m5tmfj>r9Bo_R`7(YgKRnuHy*ccmB-~cvE34vwO=T8#0YSv446V z$|=GM^71KZfK6J6Oz$;$8x}CQ%t1V3J@$W>aFAUQ(*iE;;8^f6Zg&jik{S^h<*z}D zYTYp$p5U^As@ChLo`q=^cl@90LC8|T$V{sJGOBT70Wcc&iK{$vFsnDfE)oMdp}Mz8 zI^#G~@qywY1s@L(1YazMWgfd=o>?(f$ za_^cau{OtD;QA*$K+tNydscm?4JCigA!|GC;HMe%9$1i=@BMY?0eqybPw6`Pt&#bK z``ZzY>zuH>;oP^NAsecQk-;w=cn3C9!6`bc@}NKaU9XA>!X{nj`UkSm6E|^-|P`v&7)bhg9XKIlonCrBK1j;DB6GY&cK+IDpzHZ zFwP8&vL^Al=D>)B!2~L7ARC8BL9*lp=*MwUzy2&046B+#k0Y@8xt8oO^=sS=t-6B| zP{tQy?SOOetb%!H4_4*@fA!g7_I`aTVP=niZkEXBf|5e<;98-hx@V6^IOY=kBL#7^F&md+;yKFH+Q_{7^}26sl3Wb7J`!JnD=2 zaOQ`dxLPywI7w8H_tf*iS$i1cBf8qu5P3X)BW!pn7h-yqAn8Y#2J5m4>&czlq%Lpe^Xvk zKyt2jrg`c_dz9N;vU1SnTr3lh{0yKtHDF#>I$oW%lVMa}TG@_Dc}H`FR@jPULs2{O zF6i3CYeWojkOe{#OraaXQ_H{W9X-hsnb&_ongb$rVXhqXyuy3#)v-3&NfRKv>>7P*+Z8KEQ6cp!CH6wfa3Dg?Z|)fgEhXKt zvsWzv|NlF$RRm%GqxA4h=LE4JWokJBc3zv_QFQw?%)ulCk#u+P(YS9MVJt6TWlGb7=yzPZRaLXwgrPEto1Gaz4naFXWF*6?&hSnDJ86~3r*ezc>{>Q4-uAQNq3vvUb}=Wga`m%E)4S)9k7G*jQuE!M4SOd7<631Cynfc8`rbO-92A)M$7jtU$irW|p~qeu=aN-)ukRbrSOfg>zT=07{3l=|Nq@<_8Sz zF3-X(hO{sFAI^RTLtCGjT1{Jmr< z`cZ0`2G*y_lKn?BfuwJs9^9Wf&F)}4k2Oqwx4(}A7E}&eF0YzEQn90gsxBTKqD1fw z-4@Qfri84I_wZg~enRrM0pEly*a2ase8=OKh9Jp#1@UcmThvKl`|N=3Zc56mrUk-?;i3BOxVL zXFKiCRv@&je$=J_5xPvs55EIAx_$EE5M&B`xG^K;w%yp?ydI{Z@5qs?73!tpb|}fG zWg9=RCplfe;_8Q>qgN{Vq#BI%_+K{z0lT645ib!&sZM zJPUlv!C}-(rDY^KsVW2xsW=qyTRTkXnKECrXilMvv}|((vQjFDD%5)tyXj~(UF&}e z%>P*VmWU3z{3s2e@v8rYbV7h#wj z0431Y_C*AHCgB3%5}lfk7>odYAoFu*gj%)+zF9=>fMjyPEo~N;QC4zc#^zGkLodH! zU;md5pdy-Dq4`Za$oOC0r8|3?@s)q`s&K7j+s+>X1{$r@Pa`$OavKs)Np5&rZl9-f*#GT{;UMp0fZ^6D+i9>(h8faOb z)2Dfjc0d|C}%XabyQ$b+VKu4WMV=Rdk}oxg(PXfZ`L13 zSNEgq6!pGZcQ`8fmmnIxZpwc~uZSD>TEdZ!D_{zHTBMuDNU4ZJJcnd8qr1$if zD6Adsa~^YXi-k%W)D8w0hCX~bjs$o$O)^l{R}J z!vct&xRLdN?a#3L#*PQ2SBs~ zn>+26tGe8Tz+K0XMJ|86(NGDDTYc?gbfaD13z8R*M8j=doV~xngq?dNZIrPl7pwc| z6PIURhEyDjekES#nwbPyK&8_n2_#SH#YD%`>nwX^9;?qKGiX<&_Zhdpjk)9_tt61W zay;sfVvBPaIj>8lDbGa`D$il0F2>inYJer&iNxA(>u1f zt2*CcU(q#lMyRBvJWX;naxo?SrYMeX`ETyrU$)a$^P)t$@<2@RY_sydkoX@O|CWKM#x`t2s-gQ$K7G(Lp{zN90W`Uf6Rar0wN! zr#El5FMUCd1%iN(MdY#fq+$z^xO2G==c%8%fbil$DB$?PdstUaH%T8^EZi{mdtl1D zDp9j7D$#$&uh|tgcib6&x=4&KgFBIxv)A4PEV8Q3BW=J3km_h=&A zOXiAu&u*x}ab6(p=u3zpHqP0$0;ut zKwX~ejVNh@Bm6nYG7O5uzls@u{-9KDil?)t`j8#f0&Ox`DA*LK!uiJ0IWZx$_#eJB=wF)Zlu$F4gILMnU)YH3{h4*a{$#VSZQ zT48@$Qssw@Z<|(IOcbjXn+pi4t<21Z&FSfBV5&?aWAsBWS-HpvQEz-Iqoetro|xtyVH;dX#E-tc zxY5u3?rG>uVsN_7k=qJrkQ-GR_JsQ~e4{69882o(QIn{{EvpCTd4^Y{AoQw07_yl} zetESp!ROV(rx&F`3o>azwZofSK$?H2U8rOgIT~P^et&5Y_8PeDxxcbEYe*`(grZ*z zHtQg2J4Kg*Kd*ZN;D1&T_aaj(VhC|4^{~+sZmneQk6qmi9MYFfZokijSm%@QX6t}&f zMU?`VT!lpxw`QV6k^-0Yh(#5*>%B#k0+*7EMHIJ_z(rF7moAV+6u0`rMN$Ko$&*DC zw_wLbI|P?ymqit~u**e#1D64tMHHt&&qV~5okbLvd)r04w-MAuLIVRfH#U=RrX~~S@*T!m6si(gd1nHmm9mnR^P#e~@^Ff=@=;bQ!8wG= zXgtTtCJE!Z^3GKT@1;~}?W$l6oP8ByIIzl8(I{FI1I*K*N-9*|xGH%Ve}^?nO1R-8 zbZn}O_0UNgrrJs=i8Qyg?mrECPia47F#GGL;Dv;Yu0 z7AFJ10FZrzyRk`L$*B-}PQS;1)1&?r?!Bx_K*iq2{1 zm?}x&Lr}I##^EiXTm)Q#LPDA74gwGqX$PcNKt+W#2mlUf<$w)ZL(kF}5I`gO1F%N{ zh2YtMzA_G26b!5|3D67%RsiR)2P-Ue4+1a(2pj<(>|8mU04ED8e_X&FSXkkuH_(F> z-XIiYr1wZCAie@x1M;u|6*P{)<`i54Jcn!v3HAZlst9Xf3|2&>mWSu4=%^QvN3iQ4 zky{FQ5+t(A0t63Nz^|ZyyRbGTkPHnp(^47`N1(Zu8W^mBvRWDtV-4ho5x~QEoPjLS zTH!dr*FZn5B#JD~e+2@HtiEp2cg0J@56w-Ma_ke)Zmi63FUBCEmXK zy|QZH5p`n+0UkcN9*;j9{PUmN=7NR{QdHf!52uqwb@y&1e;(rIWM1_U^pr@zSJn~* z^DSqH68Q=^h*ZNX04bi$rYA4!MfJWC&+b30#H;%2qFO%f)win}ZVb=s191(bX=c~hDXz{)qAp2$qjVypf_p|(+7Cka0Vd2DjA-BIGIcV z;(M}Ph!WZ^e>|^XK=Tg7(R6lN&j_^qAbt{$#XYzHN_{|NPGA?H8iN257t8>q-B>wr zz%?KJz-z?d<@Lt}fD}(glTYIC?p=C-I6PU5rW5f}yngW*kH1|k7FYBC5@I;}I{ITU zot=x}$GHH(vje4#l79#EZi!(?1CP9OW?(g1XFo^|f3CeB7_~o!U%q@9%txmugO9bC zkH+(mA<8(2@dj}$=VoyX0T2a)+iR{e1MO6=x!}bH z7HnCsxf;%(nSJKE;0CeROt6>0)t+;01UB{CnU#8gwz$t+W8xt6V}wq6kic;Enrp)V zoKC;Fe^L!J_|HCbm2(5T#Wr;eP{%fv2B>SCZf%bInmK}K;`_`|G~Z>0q8hkh3NsW3 z5-3Y%NV)x$ydKUL7oV?(pX$N&{Cqw*pZ+1vPUn*^b5Z{RTM$aDD!bc5+1(z>?)oYF zzf~6A2M>?_0Ot?}5zkr=G@PSJ1BeDO(2bybe^vB$fc#Dahq0H=U20*vgOCTz1WeO7 z3O$EmBOVZ_L^#`+5I_!(@Q%%gE5=MdyFCt*584Vr;$8z6!oUH>#SylF!7PM!0}S~M zw$z7^Y!LE1gZ!$TGBmDmCG}&#yF3S>@_K?#_mKhwUAOa6xrVWj?f&Qt+V7hu=W*-! ze`xwfw%5&G@fyN(qNj5$EoiMm9w22gJ8*E|sLxPsAbwf!k)Tx$_ey;eEizoGfy(2C zcAv+s0hl}jk|*<&ayn13sIbt++@pK=z!U%sw-99yRBoLHxog^J0Fm{Uh+G_y1z4bX zK82)^dDNDxkhSTCHcCf=xY{a>D$txFf9)){fkoPT6qD_3jP#5iZJwWDFQ35_<>wmQ zhf;K5gGK_9yyPL}__Xax(t-q(av20e-PA%JWLcvXD*O*`cU}Ld{c~G1^_Xmu#q=0a zgQd^|PKqI$M|EYpy4HuB7+dg4cpwx!bbur;q4Qvizo|v|*0|-o5`Oj-pvIv}e-NWJ z_z`S4EM4K#@=R6EfP|Xt7Pc97dk-wFWf)tr>(e&a;F0n6=qkC*lrosKlc(VQSu`%F z`e0K{f?1IaB1ATj#Q-%S)yI`=iNOqIgW162l^M2{$VIz^jkBK$>tTX5^9JzH%Ue@EBtgsQEgmYq^e~(TDD|!$t zz#4e2CVbf^2MqH#1oGgqK?G&OXShfvAfTU;=+AJyaU3itn9Y1#Z@Y5$4D%#xKr)?f{ULkeqs6k(u?4G`gA zIoRQdBqtpV`FEgaK;9*7e+f1kG6(XB5tAHr4HdT~ove}+hyqs?a?)x=T#CpyN8F2= zj1EzsIBd|ULNo&$2QC@VR*Z@wan(hR0VHxSAuMZfFV@nY$>^Xg1C9=NY6I~c^gWSW zpnL~xfyWrpMK+}gpT>P>5Yl?TPpc$l4!msN#l1l1)8;$nv%7aXe@nY#-Xfj3-LgnW zRF^yyBuWpr9GP*;nYBbDsO1@qP{7(wZp$t3lQ|jlU^N2T2$fKC3rLWx;tFaR9`nsg zv=rrdo>}nLVp5vhk}-UjHJ#N`AKe<%-npYogxnIPnTq(qXr!5rY{QmbTAodIS>NsQd*ERW`NNJW5i zWMA|R7>v-FlZnma9#uFKiCM?2F6Q$bt4P6BTC%acOBgmB6cbY~{x&RMn3Zm?OIM>zBHl8*L@@3vzlEpSv5q^O7zgjGp7f~V0iTXLMn zaLL6`^qqW@y0$$J&Nh%6QPBD#Hbxr6l!%5P%npS)B{T-kqHFggz)FI|gCC$oUnz2q z$)oE|lHT!}&!DZ6S;%dHBtI=AG8c|AM2&_i1d4tsev^-KFP{@ ze}{K5twhM4?kX}3B=)f0c%+A?KyO71sL_QoxIJt4dWRx8BPq4+SjM@fYRNy#b&g}f&V!be6vxRm1pO|Ao9bn9hFIuR$3B908C zr@OwxL2g^BSduZP(I%oiR=0ZcDHwRQSAVWrB zyS0>*0sqh>q3P!UeeV_>Bqge4nLIg4PpHK=JNRY>OZv7L<6cZi9itLSI5}6#^+DIU zXNZ>E$9sK`yqa2uSGLYJ7(~*GsKDtNNimWl*`cUTqt8kbWf(uvvHbFZ)+KV0f1Xlh z4Cyhjf+^8cz#4HP_xa^k^A-VS5Ht9(O0n5v9H8#0XJyFO%!j;gIT!C+^3|5odg2O7N`5Q!pQG1-6l;`P;`d6Je35}Nl2R3Z z=R|DH%q`xhv_{SZtl6}q+$$rAf6|b+!pYJ-n!Ue~T{p00%jsqwp%<9!=xCH=9!;lf z(lnBHdR6N=ogocjzYWAnWbz0OkI~u;ofR%CBf($3&C|=ryC&#pH=29A(8-bnG-f#f zDEgT#%NZSJ>6RRs6|Os*XE2)$TQ6ovahEqxyt)J#`QIv&bW#B-ko?~&f0IakW69(% zRwm&-Ch7lX9W68!g{pWXf&rs0-@)AY`mL>r8yEjFugLNnm!kdAFUic0c}d3XXx_8q zy}#Bgvce)RzaCNEl&`A(|Gpku(z0yZyUSgauN+q};1{JNnr8FC)iLezgjy@`d(_*l&YPX)Bd)@MCa{tuao;0b{A8LN6jQ zK%gLja#L=3nXx(>gzh-^>HjJCizd#2iy7@bv+VJm?`bncYIA0>%w)1>5BbYCaA=7> z7NWUclNpLjLxu?g&L&bREJ~s)qB>__&**6yO~6V9+d7x~`+S3kfBzD)#M-sgAPd1W z@`&|RRp*$8&Rh*AUNHr5wB(>mhBBF!E3|Gom+xCg#WY%B+gWsvDa8HUO8KGqAQZoH zykE~xW}~acbjDvjJ{?}dohR>peRTiTKb{=Fm|hMiO5Qn|j!$92cz8aqEYCcmFH`T> z=&L&#|EC3WAEk`>e{diU=O^@OYDx#<-tg+DdUSq~FY$qR?~Y0U=<#AW9-SOc&c}5n z55&twefb*zfje*WB8V>m#>H@kA5;EK9Ezd%C{9Ez&d$V4%*EpGjLyRmfWZG4!Ea$Z z-@R_$=A*;IM?XJZZc}gDX25OYzxTL6+YIeCgS4G(2HS6&e==>^=8?E3?u!TFp?E|e z>HZ>~h-2|o{3@P_7viOOC0>i)#2fKeyvrmxnU1FuXfH2^;uHu(fJHqy9nLSr8Pe-) z1b=@3>Bi!0dOZ{8;zC?}ySk_+VkAC^vA7fyF&Ry2F%?s2uf!F8V?3_U7TlW=$g6rb znx2Z!;`4Pqf2VJLkr8wJmRHP2U&TT!E@pKt7GI{~TKplth_B+C_?P%sJ)3s8rPV&% z`t8NzqvL15t>fY1;=$KNJ(}JMki{j}a=fQvG2|>4fv$ABHESTn{ z+`u$n^314`XT!<)$Jy}YQ@ucf9gWV55h5H8EeX1Me{o(=czLh6Iv4Y6U@Ox4bTq#j z55Khoi~4I<2ejFXs&AhiK6;X=%3Iz=Qlo*S{7oq3kfp+RH6fa9ns5j8Jd;&!BOry7bUH=%E^V zX#a!gf8jQZ8JmU&g-K`(!do#MUtJ7KN|7D7nvc*joPoYKlp}Q?UVc0sG7&GuafjTuH~1f4_=dNX~L`RjMeB?BK@ndU197dN4?QYyPX`pUys2`KG?xojIiEq z=kCYr@wg@?k7g&=muKVp>pH)OC)bM|Y{x%fJ+gg;eN|8#K+`R-EG~iIP6)vr7I%l> zzPK;$F1vUjL4pPi?(P!Y0*e#eH4r?wg`e-g-@UK5YO1EYt7rOQx@KzXbe&c~B5N>K z=sWP#p8RtU$+6Do+UZXs6%m3D?>_vs6a`p{N@^HXFS7G0ED>%&4N&~Q*Ob6e$B_Z9 z+yl1Pi51g#jq(zZ8~3@%U_Z~7`!Kn#=77(_s)CK=cQ4zi$B~cD9U&+_Vaev9+(ZhQ z&a4(Uf1}UhzP~&@wJvSq$eUBrTioH^9HKgL-o=v3&xya=p&naMH;}`>_1Ts4AYVW z?wh^``}yBJ=+W%Kx2(F9S=b;&8bmLGSYZOT{HU&FrfW3N$XIK@e4p;M{@NyEvR#>y zgOb&4eOJwQ@xbfZ0*cYDC+~YVp`5diLz0z@#KSLtaPktEKRLP(kAd3; zi%plfv27a;(~g^?c>eBO&lK2pqX5zl5E~}I};xjJ5fQB zKUXI>Pc@AwApKxtqf^BH3dN2q`=if3vT9zU->68kb{BovQ7Vmb336Femu$K`7IB22 zeKxgWUK84Lc~#n1L%17WMjm^}s>#h$$*{Z{_0ux+4Mfk;i49+2+T{r$1ViwG*?Sk6 zrl_TQ|e(3 z-1w9qU#H$M>AUneBvOp3G8y^oPF?@BX#Uphm{r`6SsAwij}z~H`7_=rUt3Y2($Nk; zpndJ-{T+i_XGRvg&%c9<Rm3(EM4^&?Vh z7HhlmD#bGQWF5&LIt*PgT(`aD{Q7TmQf|+R2-;q$BE{kqlxY@xFvzp#QX0umcs6?Aw0Gh0rpW|&%RK5_ z_9Mov>f8ETQ=MOWED5bf5}iM)8~gJ~2nRCoJ+0pp!6DR_8r7BinyfL@^ExcVnC3X990pNL5K{Z&%!8@Oyr#u8k<_b?h_XhS19O{+Fc)d`sa&4 zxXF`6X8KAzMq*H4(F#c^76$W1qzs{iGoXY!2g%KDyNFw?LZW^7O_h5+Iu~=zXU2lR zCKQs5ba5320}hoP8ziG!9VTBc{p-_|rJyPEZJ#tr^$66Jj?DK^lFT8ODX|+aG(B${ z{Ah0Se{~U_l@~T2`f7x}1Ip`h*gvs#OW|8oY=4XYB&dw=@0d2tj+rp9`sAuG>!J^H*HguBv?r^*SRfnB4|p_R$W>+(1m?mYsqao#X{N z-j=VUb-1G~=N`hJe^-F~RCtBFrBkg`9RxDHUiUijPASoI%3h7E=iq7%;_QkTHe_3@ zvS_uT`*?Wp(QbZMNKmT9)uE!PStoqHl|s3I&?{sL+nwZPptAV0KJyzxpL&1FxvSqF z_$WD!;0ZmqJs|eAxfg`&0b zVZ~c8rd~b1Q9_P@4m-~KF%cG{U4WS7(H?>_@^zK35-*E?wOkH;T49fj)~X=FzEC4J zq++JN&UMa+7pG>PkE$BwIIB0-t9>ggGsUZTE40^@%B3-ieA*St)U!>oDsZr+-A@P- zoOfl*s{q=bu&u%xWO-4t*#4ou$qh4h>vv_Xg}B}vRLatkJkVHG_v90p$x{OhkslOh z(d+=>a*S7ao0Ze3t^f%V16YG3HO>T45Uj-YpucB{mJnsaMEb2|tQ98-3B4_uC#<3g zyEX}_6+w`xNFR#GUxt9Io|J(;g}N1els$FfZ__` z9av`?O77 z2z#MHyh(2dnAANhoAS?I!dpM}TF@zZ9mH+^RJjor&mJ&Te( zew@#DJJb@7@jl)EP8NIsU>~wd3$5Ci6bKLwp{3e@>Hc$Td`WAbN%pnYUFcCt-}G{h z(;L4qX>3_@^SZHrK|3((`Fu0gOL>};_jtd*zxebP#Q#Km!$wu3JLI4ZY$m6y;U0Tf zf!>ZG8fs9`#j+W{K?qH*7BMb*I2Ckl!L}qJuCZg^)Bo|{JGgcc@Oz5YzDSl#c}TEP z^P;>Ua{2u1dw+4A5!uQx7xriGq;2!vB##3v50aFjsju;h8R>;7(WlCm%A#12d&0q7$;Wsz29#x^K5UrM?th>RY(6>c+|L zZ13pLPg@qP#~e5{EWJ&ve+Y4F7g;o`Cj^UM&$5f6;a@v%60HF(- zT%3X^a;(@o5iq$F>D;xxSCB9&Z#&OJq!CP}q%F;5U&`8Of)8$UXH==8NU_#auCGvf zy}7IFkL?w`bw;WgmvmB%*+}E z`_MDWaakDHen=J46XH>_1^qc*JNz10#2vvzJgzuiIb8PMCVZeRP_^8)sEpzLc+u>% zT~K1^`OaZa+Ff; zo!QAN?Y5*?@&oUPrxmfQBDt*17WRLku|KQfW)D0?tvYtQ(9#2&hQ>2nu_6pVK`;*Hxt-19^6u(x6 z7nWPF$GFq#RU|@2Oa9^+>O-}bS*tdU`1Yiv^!SpP)7vaCgz_xaq)v=z24{#gkx0C2 z6m*lxf4aU?wR*OyHj-oz4)8iJj61qN_iVQ$eN(TyuQ^hxF_WHHim=0Ns$NO}*2cJS zmnUwLa<9ji55M}T@q)kgc+(XoKWkfayD-V|cr#UVvF7B96?CJ#u?FqlJd$%aC0iuB z!PNr`fSIWgQ(H-~h@w-kXo7FNJ-QDWX5)gpRq6&&A^@M<6|jl446wjfc6AVqqQN}b zG@^JSo(Rx{kpFZKtek*eCpr=z`3r4Ov{pf0xY?8$2B1e* zFlrSQF!vhS(JG2GY4gf{CFrF2+A;ik;AmLg{A@2e13NX z433wuGqzjXIBTggL)v~H&JLbfF%IY!N04-=tFnRyL*if7p-|v7fqR;kH^I7}TE>1< z=6JO@3bD3vGKAyi`K0)$Bg{_3)?BpNV6`H_kp@Eo-Y%bj1*VKT>iI zsNXXNLC=6TJsf`2A>DHSrGYCFeN!Qa&#at9<*I%|T+DN&G>*U;DagLN&jk31r6JEo1^j9ycIqJ<0I8FLf$BRhwvrTsZZC_3?vSL-J{%yJ& znW6O}0ikVDy450?j(?}#60llPutmACqK&e_c}ONwRDFD58F{I282>BHMHXst&em&% zgvSV+qRCHt|+8`n(&#E4}v?@l`PP}j; z4Z-G0$#L#)1*^80J9Zk;gm-NInEf*M3&=0vjZ`rNl5Pp<@&DOmm)Q?eX$i3b3)QQj zIc5T5B|csS#+0H7x8*a)5|ZXBSRmMSUO;d zUxKLo+O^XS98`JEfE3mgtnZI|^7=kxo2AfdYu+N$g@Ya@eFq|ITiVOHS2Gh zz|1J6(6bi^<2%^Wl)x;;Dw|dVcheLk#u7H&G78yz#Z#m(1 zRJ+eM2WuBnEx#CUsXBSR%G=a>t= zdxy-a>%<(L-b!zah!H`Qs7~cmpiYOT!&un$DY*#>o5%+CtSl9KXNl*9mggOx(~nV4 zosFj}>*A!=WJUJu1!EiQizZp002V}o;iXx_&kijBiy*P%|!xU(Za!2dV{vrN_ z41235r_Z6}Op(;)47no%Q8#H8#j}?WvMs~F(?U+oa@X3ai{6E;|2;9ZANM$BlHUA6 zfHtazsb#I>S;fcO>-cZYg_wwEM_LH?@vohhlo!O6_;PXCcyEbK7^ zxIr|WH2;xAL@?6G{>l3Xbib%cxbp@jhZeluOA0)-q#hH z7#xbuHZHFk-+wh38bc9IDPCS)IZ0VgIZi3A*ODxLX+d6oDM2||J|0N{8GZpVn*YBG z_G_Sz*3Pz`5E^by-lRHACMbQHfupe=VdP}H_wm5%xOjuBC^C3Spw`xvbJ|oBHQ-HQ zTl+dCDaaOuCXgXxpykQQ0F$M1Tg!7pT?x1_9*{aj2$&_z8IkdjtH62KxWF=8bwV8} zn!fws-&=6-i`e?@apynLESg$V(HNj4Yi;hP?v?3g%}{7%A1#y@P*=*-K+PtZ0j!_K z$;D1Q1qed?AZ{~8wbWGzC%lJ<2~oNsAc+iIj49^n2SwaasYd%ov6*+SXeY>Ejze?x zFS=p#(*DTFxqJoL@7RFW5H`qK;oc@Am<3F12P~CwkUx4~g)|2#nHExr57~kALrw}A zB(Rs?gURjKprz8npXZgpxMWikc})p9$gi~MQyGex53Vd}z5Y%a2WI}6%DvGK|ZD4GHT@GJhI&H{& zly{c49GM)s#O$wFm~bZ#QLO!_n90_ddT`s8ZMQjv)?P&7}$tE19YWQxqO$&7K#ZOo{mxE2vvq;5F1=^ z>q{NU3(K@)alfid0l><9I};4Wg&rX=nTqlbMr%y59}~?QLMG&IM(P~VB8o7pW0muK zV>}d5w|=sYhEY=*^hwv9)d=CUSyc6xPhX?pFh6wCk3Tabf5`a)&l73sa5<2cK=9CA zYNVNG7(}3wcf2RL&ns~!`!1lBjFXy|m6DVGmzCg2=F3Wt$>qPtSUH4y zOUfcgKN}u>bt7!s?%rXRzm(zC4X23rS=HS;V30(B-jA-#cy%@&lyfo^&l(5dSRZq7#o}RJtlA zm4i0wvl$GhxtEBk!^tMWGwD+-hzD72idQ;9g0eQnMiYk3%Y$gs`wgfz@dwX)8f(SI zhOE}WW@1W`YG>_(F^UJ#>Qmi63o2IFrP)_fP2g+3NbDFRv6vB7hIqL~96}3MRp%!4 z&&RswE_G_90YF!;dH+XBvMdZ38%48g8|3w01Yhc;!wzdDgTn7eIa21qCh(*X!u@WNywhaf3FoLF3Wnw#Umu35+P{(D zOo`8g&{j>mG{Un9#y`y%)LP-0S*mW7!%n(^mo@f1MmThW+1>hsu`o%NuFF&^MNSn# z-HXTT9($ZUCGv)hRD4;XIIqY*u9Qs~<$`>hENRWJB%q!Xe>Q?tq0^)ecc<`}iBL=g z7lEhk*G@AoMfQWy&b?$Ni;p}{+w)ZyO=m2F3OMn?BD+LYTc-i90iBn~r~|diR>M73 z%lX89FguNB7-k|ls6Ht&VGf&Hw^&yBY}mj*!8OU}SMQTGX>F?1Hq^uKr5kopUrKmU zcfpTgow{*#0u`*#u1WCs$I3>4MC9k3$3ZWlR}h?TK4tx=ks#UdmV5!A{G)@p3ST?Ko_zEW&GGJ3lJ8d-SlvAOg(}4xD+_@S z^fY)|$hUNGARI&1qd0}}$MNodcy0;}?8xf|sWj~Q1nfJpkV<(Rd^2Xh#bwd>x6DPI}f}u`es-2#OXZLm_ z{sOi=_5l^hWn_%+I-iBIC9{>?-Nyc4etNPDaW-6AywJ+LjNYYuww7WHFiN5ez#!yaS0Bc)#4Iz^2Q<=Z zE!X0xA11IkDggTpBuJ(I5d9gjLt%r>L^{DRBDFaSLum=I%FGmi(##|`;J><6CiRnv zF8_=)x{Fe&8OdsYH8BumH~)%#jM+|oSkD1L%Aje&1oW)ezZVFwm+qRicpZ0K&P4ew z-u6TFcSNn^YRrlDLyi0 z)Q=RYv1Bxl#Hs;7ZCcb@%WCgLy2!Sop|W>VCuj?qbb-6Jcw)_@TW?>Y&wn|G8+PL5 zoI<0|)A`@6c9CvfI^lJlbM`sE>$^0KJ?|5LxB6@q9xy3)ci4&6T@mB@QiRqWtV6B; zkU#UgwhK?b=l>kbj>LD7_KhPcabR&TmH@!BB5mb2Of2}SsR3aEKsnsrWQ3g7V_l1! z8qyV^+rz96IFis43c5d9uRepbWj3.9\sigma$), -but $r(+15\,\text{d}) = 0.027$ --- well within the surrogate null distribution. -\textit{Stage~3} scans $34 \times 207 = 7{,}037$ station--grid-cell pairs for -geographic localisation; 455 pairs survive Benjamini--Hochberg correction -(expected false discoveries: 352), and the optimal lag $\tau^*$ shows no -dependence on great-circle distance ($\beta = -0.45$~days/1000~km, $p = 0.21$), -consistent with an isotropic CR signal rather than a local mechanism. -\textit{Stage~4} applies a pre-registered out-of-sample test on an independent -2020--2025 window ($T = 390$ five-day bins, $10^5$ phase-randomisation -surrogates on a Tesla M40 GPU): -$r(+15\,\text{d}) = 0.030$ (surrogate 95th percentile~$= 0.101$), -$p_\text{global} = 0.100$ --- consistent with noise. -Fitting a sinusoid to the 1976--2025 annual cross-correlation timeseries yields -a best-fit period of $P = 13.0$~years and a Bayes factor of $\text{BF} = 0.75$, -slightly favouring a constant (no modulation) over a sinusoidal relationship. +We systematically replicate and extend this analysis using the \emph{global +CR index} — the normalised neutron-monitor count rate (dimensionless, station +mean $\equiv 1$) averaged over 44 NMDB stations with $\geq 3$ reporting per +5-day bin — the USGS earthquake catalogue ($M \geq 4.5$; $n \approx 232{,}000$ +events, 1976--2025), and SILSO sunspot numbers. +Methods include IAAFT surrogate tests ($10^4$ realisations), Hodrick--Prescott +detrending, geographic localisation (7{,}037 station--cell pairs, +Benjamini--Hochberg correction), a pre-registered out-of-sample validation +(2020--2025, $10^5$ surrogates), and seven additional robustness checks +(block bootstrap, partial correlation, spectral coherence, mutual information, +missing-data sensitivity, bin-size sensitivity, and earthquake declustering). -We conclude that the CR--seismic correlation reported by \citet{Homola2023} is an -artefact of the shared solar-cycle modulation of both galactic CR flux and -global seismicity, and not evidence of a physical causal link. -All analysis code, pre-registration document, and results are publicly available at -\url{https://github.com/pingud98/cosmicraysandearthquakes}. +After solar-cycle detrending, $r(+15\,\text{d})$ falls to 0.027--0.037 across +three methods, all within IAAFT surrogate null distributions. +The pre-registered out-of-sample test yields $r(+15\,\text{d}) = 0.030$ and +$p_\text{global} = 0.100$. +Partial correlation on unfiltered data reduces $r(+15\,\text{d})$ by 63\% +after sunspot regression; mutual information at the claimed lag is +indistinguishable from zero ($p = 1.000$). +The geographic scan finds no propagation-delay signature +($\beta = -0.45$~d/1000~km, $p = 0.21$). + +We find no statistically robust evidence for a causal CR--seismic relationship +within the linear cross-correlation and surrogate-testing frameworks tested +here, after controlling for solar-cycle modulation. +The primary limitation is that the 2020--2025 validation window +(${\approx}5$~yr, no complete solar cycle) provides limited statistical power, +and nonlinear or threshold-based coupling mechanisms were not assessed. \end{abstract} \textbf{Keywords:} cosmic rays; seismicity; surrogate test; solar cycle; @@ -123,9 +119,11 @@ Three statistical pitfalls immediately suggest themselves: \item \textbf{Temporal autocorrelation.} Both CR flux and seismicity exhibit strong low-frequency structure (solar cycle, regional seismic cycles). - Treating successive 5-day bins as independent dramatically inflates - the degrees of freedom; a Bretherton effective-$N$ correction \citep{Bretherton1999} - is required. + Treating successive 5-day bins as independent is statistically invalid + under the violated serial-independence assumption: autocorrelation + inflates the nominal sample size from $T \approx 3{,}200$ bins to an + effective $N_\text{eff} \approx 600$--$2{,}900$ (see Table~\ref{tab:neff}), + requiring a Bretherton-style effective-$N$ correction \citep{Bretherton1999}. \item \textbf{Shared solar-cycle trend.} Galactic CR flux is modulated by the heliospheric magnetic field, which @@ -174,9 +172,14 @@ daily coverage over the in-sample window 1976--2019, and \textbf{35 stations} over the out-of-sample window 2020--2025. Each station's daily series was normalised by its long-run mean and resampled to non-overlapping 5-day bins. -A global CR index was formed as the mean across all stations with valid data in -each bin, requiring at least three stations; bins failing this criterion were -set to \texttt{NaN}. +A \emph{global CR index} $x_t$ (dimensionless; each station normalised so its +long-run mean $\equiv 1$) was formed as the arithmetic mean of valid station +values in each 5-day bin, requiring at least three reporting stations; bins +failing this criterion were set to \texttt{NaN}. +Values above unity indicate a CR-flux enhancement relative to the long-run +station mean; values below unity indicate suppression (e.g.\ Forbush decreases +during solar maximum). +This index is used as the primary predictor variable throughout all analyses. \subsection{Seismic Activity: USGS Earthquake Catalogue} \label{sec:usgs} @@ -197,9 +200,11 @@ $E_\text{bin} = \sum_i E_i$, and the metric is $\log_{10}(E_\text{bin})$ (empty bins set to NaN). This formulation correctly weights large earthquakes: an $M_W\,8.0$ event contributes $\sim$1000$\times$ more energy than an $M_W\,6.0$ event. -Directly summing $M_W$ values — as used in several earlier studies — is -physically invalid because $M_W$ is logarithmic; such sums do not correspond -to any additive physical quantity. +Directly summing $M_W$ values --- as used in several earlier studies --- +is physically inappropriate: $M_W$ is a logarithmic quantity, so such sums +have no additive physical interpretation and artificially amplify the +contribution of solar-cycle-driven catalogue completeness fluctuations to +the seismic time series. \subsection{Solar Activity: SIDC Sunspot Number} \label{sec:sidc} @@ -474,6 +479,40 @@ The pre-registered predictions, scored after unblinding, were: surrogate 95th percentile. \end{itemize} +\paragraph{Confirmatory versus exploratory analyses.} +Table~\ref{tab:prereg_scope} distinguishes analyses that were pre-specified +(confirmatory) from those added after data examination (exploratory). + +\begin{table}[htbp] + \centering + \caption{Analysis scope and pre-registration status. + Pre-specified parameters locked before data access: $\lambda = 4.54 \times 10^{10}$, + lag range $[-200, +200]$~bins, $M \geq 4.5$, min.\ 3 stations per bin, + 5-day bin size, IAAFT surrogate count $S = 10^4$.} + \label{tab:prereg_scope} + \begin{tabular}{lll} + \toprule + Analysis & Type & Pre-specified parameters \\ + \midrule + OOS cross-correlation at $\tau = +15$~d & Confirmatory & All \\ + OOS global $p$-value (P1--F1) & Confirmatory & All \\ + In-sample IAAFT surrogate test & Confirmatory & All \\ + HP detrending with $\lambda$ & Confirmatory & $\lambda$ locked \\ + Geographic BH scan & Confirmatory & $q = 0.05$, $10°$ grid \\ + \addlinespace + STL / sunspot-regression detrending & Exploratory & — \\ + Block-bootstrap surrogates (3a) & Exploratory & — \\ + Partial correlation analysis (3b) & Exploratory & — \\ + Spectral coherence + MI (3c) & Exploratory & — \\ + Missing-data sensitivity (3d) & Exploratory & — \\ + Bin-size sensitivity (3e) & Exploratory & — \\ + Earthquake declustering (3f) & Exploratory & — \\ + Sub-period / per-cycle analysis (3g) & Exploratory & — \\ + Sinusoidal modulation fit & Exploratory & — \\ + \bottomrule + \end{tabular} +\end{table} + \subsection{Combined Timeseries: Sinusoidal Envelope Fit} \label{sec:sinusoid} @@ -556,7 +595,7 @@ panel 3). We compute both Pearson $r$ (linear; Fisher $z$-transform 95\% CI) and Spearman $\rho$ (rank-based; appropriate for the heavy-tailed marginal -distributions of $E_t$ and CR flux). +distributions of $E_t$ and the global CR index). Bonferroni correction for $3\ \text{pairs} \times 3\ \text{windows} = 9$ tests is applied; star levels refer to the corrected $p$-values. Full results are given in Table~\ref{tab:rawcorr}. @@ -712,7 +751,7 @@ Figure~\ref{fig:homola} shows the full cross-correlation function of the raw (undetrended) CR index and seismic metric (log$_{10}$ summed energy, Eq.~\ref{eq:energy}) over 1976--2019 ($T = 3{,}215$ five-day bins, 44 stations). The dominant peak is at $\tau = -525$~days ($r = 0.139$), corresponding to a -half-solar-cycle lead of seismicity over CR flux. +half-solar-cycle lead of seismicity over the global CR index. At the claimed lag $\tau = +15$~days we find $r = 0.081$. Although naive significance is high (4.6$\sigma$ treating bins as i.i.d.), both series share the $\sim$11-year solar cycle, which drives the apparent signal. @@ -758,8 +797,11 @@ surrogate null distribution. \caption{Null distribution of the peak cross-correlation statistic from 10{,}000 IAAFT surrogates for the raw (blue) and HP-detrended (orange) CR--seismic series. Vertical dashed lines mark the observed peak for each case. - While the raw peak is improbably large under the null, the detrended peak is only - marginally significant, and the correlation at the claimed $\tau=+15$~d is not.} + The raw peak is improbably large under the null; the detrended peak + ($p < 10^{-4}$, $>3.9\sigma$) is nominally significant but sensitive to + the choice of $N_\text{eff}$ estimator (see Table~\ref{tab:neff}), + and occurs at a lag inconsistent with the claimed mechanism. + The correlation at the claimed $\tau=+15$~d is not significant.} \label{fig:stress} \end{figure} @@ -1167,10 +1209,13 @@ Figure~\ref{fig:geodistlag} shows the regression of the optimal lag $\tau^*(s,g) on great-circle distance $d(s,g)$. The slope is $\beta = -0.45$~days/1000\,km ($p = 0.21$, $R^2 = 0.0002$), indistinguishable from zero. -If CRs caused earthquakes via a propagating local disturbance, we would expect -a positive slope (distant pairs have longer propagation delays). -The null result is consistent with CR isotropy --- any apparent correlation -arises from a globally coherent (not distance-dependent) solar-cycle confound. +A local wave-propagation or diffusion mechanism would predict a positive slope +(distant pairs accumulate longer propagation delays); the observed null result +is inconsistent with such models. +However, it does not rule out instantaneous global coupling mechanisms +(e.g.\ modulation of the atmospheric electric field), which would produce +distance-independent lags, nor does it exclude the possibility that the +apparent correlation arises from a globally coherent solar-cycle confound. \begin{figure}[htbp] \centering @@ -1178,7 +1223,10 @@ arises from a globally coherent (not distance-dependent) solar-cycle confound. \caption{Optimal lag $\tau^*(s,g)$ vs.\ great-circle distance $d(s,g)$ for all 7{,}037 station--cell pairs (grey) and BH-significant pairs (coloured by peak $|r|$). The OLS regression line (red) has slope $\beta = -0.45$~days/1000\,km ($p=0.21$), - consistent with zero. A local propagation mechanism would predict a positive slope.} + indistinguishable from zero. + A local propagation or diffusion mechanism predicts a positive slope; + the null result is inconsistent with such models but does not exclude + globally instantaneous coupling.} \label{fig:geodistlag} \end{figure} @@ -1261,8 +1309,9 @@ full 1976--2025 record, together with the best-fit sinusoidal envelope. \end{figure} The global surrogate test on the full 1976--2025 window yields $p = 0.010$ -($\sigma = 2.57$) at the dominant peak $\tau = -125$~days --- marginally -significant, but at a lag inconsistent with the claimed $+15$~day CR precursor. +($\sigma = 2.57$) at the dominant peak $\tau = -125$~days --- +nominally significant but sensitive to $N_\text{eff}$ estimation +and at a lag inconsistent with the claimed $+15$~day CR precursor. The sinusoidal fit (Equations~\ref{eq:modA}--\ref{eq:bf}) does \emph{not} prefer $\mathcal{M}_B$ over $\mathcal{M}_A$ with the corrected seismic metric: @@ -1274,10 +1323,14 @@ $\mathcal{M}_B$ over $\mathcal{M}_A$ with the corrected seismic metric: \end{itemize} A Bayes factor of 0.75 is less than 1.0, indicating that the constant (no -modulation) model is marginally preferred over the sinusoidal model. +modulation) model is weakly preferred over the sinusoidal model (following +the interpretation scale of \citet{KassRaftery1995}, $\text{BF} < 1$ favours +$\mathcal{M}_A$; note that this comparison is restricted to the two +hypotheses $\mathcal{M}_A$ and $\mathcal{M}_B$ and does not account for +model uncertainty outside this pair). With the correct seismic energy metric, the oscillatory rolling cross-correlation -previously attributed to solar-cycle modulation is no longer strongly supported; -the apparent modulation in the old results was partly an artefact of the invalid +previously attributed to solar-cycle modulation is no longer supported. +The apparent modulation in the old results was partly an artefact of the summed-$M_W$ metric, which amplified the solar-cycle confound. %%%% ═══════════════════════════════════════════════════════════════════════════ @@ -1288,22 +1341,37 @@ summed-$M_W$ metric, which amplified the solar-cycle confound. The raw $r \approx 0.31$ reported by \citet{Homola2023} at $\tau = +15$~days (reduced to $r = 0.081$ with the correct seismic energy metric) and the naive -$p \sim 10^{-72}$ are products of compounding statistical errors: -(i) using a physically invalid seismic metric (direct sum of logarithmic $M_W$ -values), which artificially inflated the solar-cycle variation in the seismic series, -(ii) treating autocorrelated time series as independent observations, -(iii) failing to account for the shared solar-cycle trend driving both CR flux and -seismicity, and (iv) not correcting for scanning over 401 lag values. +$p \sim 10^{-72}$ result from four compounding errors: +(i)~using a physically inappropriate seismic metric (direct summation of +logarithmic $M_W$ values), which artificially amplifies solar-cycle variation +in the seismic series; +(ii)~treating autocorrelated time series as independent observations --- +statistically invalid under the violated serial-independence assumption, since +autocorrelation inflates the nominal sample size by a factor of 3--5 +(Table~\ref{tab:neff}); +(iii)~failing to account for the shared $\sim$11-year solar-cycle trend driving +both CR flux and seismicity; and +(iv)~not correcting for scanning over 401 lag values. The solar cycle is the key confounder. During solar minimum, the heliospheric magnetic field weakens, allowing more -galactic CRs to reach Earth, simultaneously, global seismicity has been reported -to be slightly elevated during solar minimum phases \citep{Odintsov2006}. -The resulting shared $\sim$11-year oscillation in both series induces a -substantial raw cross-correlation with a lag structure determined by the -phase relationship between the two solar responses --- approximately $\pm$half-cycle -($\sim$5.5 years $\approx 2{,}000$ days), consistent with the dominant raw peak -at $\tau = -525$~days. +galactic CRs to reach Earth. +Independently, global seismicity has been reported to be slightly elevated +during solar minimum phases \citep{Odintsov2006}. +The resulting shared $\sim$11-year oscillation in both series generates a +substantial raw cross-correlation with a lag structure set by the phase +relationship of their respective solar responses --- approximately +$\pm$half-cycle ($\sim$5.5 years $\approx 2{,}000$ days), consistent with +the dominant raw peak at $\tau = -525$~days. + +It should be noted that the $\sim$10-year periodicity shared by CR flux and +seismicity need not originate exclusively from the Schwabe solar cycle. +Alternative sources of shared decadal variability include geomagnetic activity +cycles (themselves driven by solar activity but mediated by different physical +pathways) and long-term seismic clustering or quasi-periodic accumulation and +release of tectonic stress. +Any of these mechanisms could generate the observed coherence without implying +a direct CR--seismic link. \subsection{Physical Plausibility of the Claimed Mechanism} @@ -1315,9 +1383,11 @@ transfer meaningful mechanical energy to fault zones, which require shear-stress changes of order $\sim$0.01--1~MPa to trigger earthquakes. Proposed mechanisms via radon ionisation \citep{Pulinets2004} or nuclear transmutation require orders-of-magnitude larger CR fluxes than observed. -The null geographic result (Section~\ref{sec:res:geo}) further argues against -a local physical mechanism: any genuine coupling would produce a distance-dependent -lag between CR detector and seismic source, which is not observed. +The geographic scan (Section~\ref{sec:res:geo}) finds no propagation-delay +signature ($\beta = -0.45$~d/1000~km, $p = 0.21$), which is inconsistent +with simple wave-propagation or diffusion coupling models. +This result does not, however, exclude mechanisms that would act instantaneously +on a global scale, such as modulation of the atmospheric electric field. \subsection{Comparison with Prior Replication Attempts} @@ -1333,16 +1403,36 @@ out-of-sample validation. Several limitations should be acknowledged: \begin{enumerate} - \item The OOS window (2020--2025) encompasses Solar Cycle~25, a period of - rising solar activity after the deep minimum of Cycle~24. - The absence of a solar minimum in this window limits statistical power. - \item Seismicity is not stationary; major seismic sequences (e.g.\ Tonga 2022) - can inflate the seismic metric in individual bins. - \item The sinusoid fit assumes a constant solar-cycle period, whereas the actual - cycle length varies from 9 to 14 years. - \item Out-of-sample $p_\text{oos}$ from script~08 was not produced due to - insufficient NMDB historical data in the default path; the OOS result from - the dedicated script~07 ($10^5$ surrogates) is authoritative. + \item \textbf{Out-of-sample statistical power.} + The OOS window (2020--2025, $T = 390$ bins, $\approx 5$~yr) encompasses + only the rising phase of Solar Cycle~25 and contains no complete solar + minimum. + Because the primary hypothesis concerns a correlation that is modulated + by the solar cycle, a single incomplete cycle provides limited power to + discriminate a genuine sub-cycle signal from noise. + The OOS failure to replicate ($p_\text{global} = 0.100$) should therefore + be interpreted as \emph{consistent with} the null hypothesis rather than as + strong independent evidence against the claimed effect; it carries + substantially less weight than the 44-year in-sample analysis. + + \item \textbf{Seismicity non-stationarity.} + Seismicity is not stationary; major seismic sequences (e.g.\ Tonga 2022) + can dominate the seismic metric in individual bins, introducing transient + structure that is not related to CR flux. + + \item \textbf{Sinusoidal model rigidity.} + The sinusoidal modulation fit assumes a constant solar-cycle period, + whereas the actual Schwabe cycle length varies from 9 to 14 years. + A more flexible model (e.g.\ a time-warped sinusoid) might alter the BF + comparison. + + \item \textbf{Untested mechanisms.} + This analysis tests for linear cross-correlation between the global CR + index and a globally-aggregated seismic energy metric. + Threshold effects (e.g.\ CR triggering only above a critical fault stress), + nonlinear coupling, frequency-selective interaction, or extreme-event + coupling are not addressed and cannot be excluded on the basis of these + results. \end{enumerate} %%%% ═══════════════════════════════════════════════════════════════════════════ @@ -1357,20 +1447,21 @@ Our principal findings are: \begin{enumerate} \item The raw cross-correlation $r(+15\,\text{d}) = 0.081$ (corrected seismic - energy metric) is modest and misleading; it is driven by a shared - $\sim$10-year solar-cycle modulation of both CR flux and global seismicity, - not by a physical CR$\to$seismic mechanism. + energy metric) is modest; it is consistent with a shared $\sim$10-year + solar-cycle modulation of both CR flux and global seismicity rather than + a direct CR$\to$seismic mechanism. The larger value ($r \approx 0.31$) reported by \citet{Homola2023} results - from the physically invalid practice of directly summing logarithmic $M_W$ - values rather than the underlying energies. + from the physically inappropriate practice of directly summing logarithmic + $M_W$ values rather than the underlying energies. \item After solar-cycle detrending, $r(+15\,\text{d})$ falls to $0.027$ (HP), $0.030$ (STL), or $0.037$ (sunspot regression) --- all within the surrogate null distribution and consistent with zero. - \item No geographic localisation is detected: the optimal lag between CR station - and seismic cell shows no distance dependence ($\beta = -0.45$~d/1000~km, - $p = 0.21$), inconsistent with a local propagation mechanism. + \item No propagation-delay signature is detected: the optimal lag between CR + station and seismic cell shows no distance dependence ($\beta = -0.45$~d/1000~km, + $p = 0.21$), inconsistent with local wave-propagation or diffusion models, + though globally instantaneous coupling mechanisms remain untested. \item A pre-registered out-of-sample test on 2020--2025 yields $r(+15\,\text{d}) = 0.030$ and $p_\text{global} = 0.100$, entirely @@ -1405,8 +1496,12 @@ Our principal findings are: \end{itemize} \end{enumerate} -We conclude that there is no statistically credible evidence for a physical -causal link between galactic cosmic-ray flux and global seismicity. +We find no statistically robust evidence for a causal relationship between +galactic cosmic-ray flux and global seismicity within the tested statistical +frameworks, after controlling for solar-cycle modulation. +Threshold effects, nonlinear triggering, and extreme-event coupling --- +mechanisms not assessed in the present analysis --- cannot be excluded on +the basis of these results alone. %%%% ═══════════════════════════════════════════════════════════════════════════ \section*{Data Availability} diff --git a/paper/main.toc b/paper/main.toc index c29430c..0f3d5a0 100644 --- a/paper/main.toc +++ b/paper/main.toc @@ -2,55 +2,56 @@ \contentsline {section}{\numberline {2}Data}{6}{section.2}% \contentsline {subsection}{\numberline {2.1}Cosmic-Ray Flux: NMDB Neutron Monitors}{6}{subsection.2.1}% \contentsline {subsection}{\numberline {2.2}Seismic Activity: USGS Earthquake Catalogue}{6}{subsection.2.2}% -\contentsline {subsection}{\numberline {2.3}Solar Activity: SIDC Sunspot Number}{6}{subsection.2.3}% +\contentsline {subsection}{\numberline {2.3}Solar Activity: SIDC Sunspot Number}{7}{subsection.2.3}% \contentsline {section}{\numberline {3}Methods}{7}{section.3}% \contentsline {subsection}{\numberline {3.1}Cross-Correlation at Lag $\tau $}{7}{subsection.3.1}% \contentsline {subsection}{\numberline {3.2}Effective Degrees of Freedom}{7}{subsection.3.2}% -\contentsline {subsection}{\numberline {3.3}Surrogate Significance Tests}{7}{subsection.3.3}% -\contentsline {subsubsection}{\numberline {3.3.1}Phase Randomisation}{7}{subsubsection.3.3.1}% +\contentsline {subsection}{\numberline {3.3}Surrogate Significance Tests}{8}{subsection.3.3}% +\contentsline {subsubsection}{\numberline {3.3.1}Phase Randomisation}{8}{subsubsection.3.3.1}% \contentsline {subsubsection}{\numberline {3.3.2}IAAFT Surrogates}{8}{subsubsection.3.3.2}% \contentsline {subsubsection}{\numberline {3.3.3}Block-Bootstrap Surrogates}{8}{subsubsection.3.3.3}% \contentsline {subsubsection}{\numberline {3.3.4}Global $p$-Value}{8}{subsubsection.3.3.4}% -\contentsline {subsubsection}{\numberline {3.3.5}GPU Acceleration}{8}{subsubsection.3.3.5}% +\contentsline {subsubsection}{\numberline {3.3.5}GPU Acceleration}{9}{subsubsection.3.3.5}% \contentsline {subsection}{\numberline {3.4}Solar-Cycle Detrending}{9}{subsection.3.4}% -\contentsline {subsection}{\numberline {3.5}Partial Correlation Analysis}{9}{subsection.3.5}% +\contentsline {subsection}{\numberline {3.5}Partial Correlation Analysis}{10}{subsection.3.5}% \contentsline {subsection}{\numberline {3.6}Nonlinear Dependence Tests}{10}{subsection.3.6}% \contentsline {paragraph}{Spectral coherence.}{10}{section*.2}% \contentsline {paragraph}{Mutual information.}{10}{section*.3}% \contentsline {subsection}{\numberline {3.7}Geographic Localisation Scan}{10}{subsection.3.7}% \contentsline {subsection}{\numberline {3.8}Pre-Registered Out-of-Sample Validation}{11}{subsection.3.8}% +\contentsline {paragraph}{Confirmatory versus exploratory analyses.}{11}{section*.4}% \contentsline {subsection}{\numberline {3.9}Combined Timeseries: Sinusoidal Envelope Fit}{11}{subsection.3.9}% \contentsline {section}{\numberline {4}Results}{12}{section.4}% \contentsline {subsection}{\numberline {4.1}Raw Pairwise Correlations Between CR, Seismic, and Sunspot Data}{12}{subsection.4.1}% -\contentsline {subsubsection}{\numberline {4.1.1}CR index: station distribution}{12}{subsubsection.4.1.1}% -\contentsline {subsubsection}{\numberline {4.1.2}Seismic energy metric}{12}{subsubsection.4.1.2}% -\contentsline {subsubsection}{\numberline {4.1.3}Sunspot number}{12}{subsubsection.4.1.3}% +\contentsline {subsubsection}{\numberline {4.1.1}CR index: station distribution}{13}{subsubsection.4.1.1}% +\contentsline {subsubsection}{\numberline {4.1.2}Seismic energy metric}{13}{subsubsection.4.1.2}% +\contentsline {subsubsection}{\numberline {4.1.3}Sunspot number}{13}{subsubsection.4.1.3}% \contentsline {subsubsection}{\numberline {4.1.4}Correlation results}{13}{subsubsection.4.1.4}% -\contentsline {paragraph}{CR vs.\ seismicity.}{13}{section*.4}% -\contentsline {paragraph}{CR vs.\ sunspot number.}{13}{section*.5}% -\contentsline {paragraph}{Sunspot vs.\ seismicity.}{13}{section*.6}% -\contentsline {subsubsection}{\numberline {4.1.5}Interpretation: a confounding triangle}{13}{subsubsection.4.1.5}% -\contentsline {subsection}{\numberline {4.2}In-Sample Replication (1976--2019)}{14}{subsection.4.2}% -\contentsline {subsection}{\numberline {4.3}IAAFT Surrogate Test}{17}{subsection.4.3}% -\contentsline {subsection}{\numberline {4.4}Effect of Solar-Cycle Detrending}{18}{subsection.4.4}% -\contentsline {subsection}{\numberline {4.5}Detrending Robustness}{18}{subsection.4.5}% -\contentsline {subsection}{\numberline {4.6}Comparison of $N_\text {eff}$ Estimators}{18}{subsection.4.6}% -\contentsline {subsection}{\numberline {4.7}Magnitude Threshold Sensitivity}{20}{subsection.4.7}% -\contentsline {subsection}{\numberline {4.8}Block-Bootstrap Surrogate Comparison}{20}{subsection.4.8}% -\contentsline {subsection}{\numberline {4.9}Partial Correlation: Controlling for Sunspot Number}{21}{subsection.4.9}% -\contentsline {subsection}{\numberline {4.10}Spectral Coherence and Mutual Information}{21}{subsection.4.10}% -\contentsline {paragraph}{Coherence.}{21}{section*.20}% -\contentsline {paragraph}{Mutual information.}{22}{section*.21}% -\contentsline {subsection}{\numberline {4.11}Missing-Data Sensitivity}{22}{subsection.4.11}% -\contentsline {subsection}{\numberline {4.12}Bin-Size Sensitivity}{24}{subsection.4.12}% -\contentsline {subsection}{\numberline {4.13}Earthquake Declustering (Gardner--Knopoff)}{24}{subsection.4.13}% -\contentsline {subsection}{\numberline {4.14}Sub-Period Analysis by Solar Cycle}{25}{subsection.4.14}% -\contentsline {subsection}{\numberline {4.15}Geographic Localisation}{25}{subsection.4.15}% -\contentsline {subsection}{\numberline {4.16}Pre-Registered Out-of-Sample Validation (2020--2025)}{28}{subsection.4.16}% -\contentsline {subsection}{\numberline {4.17}Combined 1976--2025 Analysis: Sinusoidal Modulation}{29}{subsection.4.17}% -\contentsline {section}{\numberline {5}Discussion}{30}{section.5}% -\contentsline {subsection}{\numberline {5.1}Why Does the Raw Correlation Appear So Strong?}{30}{subsection.5.1}% -\contentsline {subsection}{\numberline {5.2}Physical Plausibility of the Claimed Mechanism}{30}{subsection.5.2}% -\contentsline {subsection}{\numberline {5.3}Comparison with Prior Replication Attempts}{31}{subsection.5.3}% -\contentsline {subsection}{\numberline {5.4}Limitations}{31}{subsection.5.4}% -\contentsline {section}{\numberline {6}Conclusions}{31}{section.6}% +\contentsline {paragraph}{CR vs.\ seismicity.}{13}{section*.6}% +\contentsline {paragraph}{CR vs.\ sunspot number.}{14}{section*.7}% +\contentsline {paragraph}{Sunspot vs.\ seismicity.}{14}{section*.8}% +\contentsline {subsubsection}{\numberline {4.1.5}Interpretation: a confounding triangle}{14}{subsubsection.4.1.5}% +\contentsline {subsection}{\numberline {4.2}In-Sample Replication (1976--2019)}{17}{subsection.4.2}% +\contentsline {subsection}{\numberline {4.3}IAAFT Surrogate Test}{18}{subsection.4.3}% +\contentsline {subsection}{\numberline {4.4}Effect of Solar-Cycle Detrending}{19}{subsection.4.4}% +\contentsline {subsection}{\numberline {4.5}Detrending Robustness}{19}{subsection.4.5}% +\contentsline {subsection}{\numberline {4.6}Comparison of $N_\text {eff}$ Estimators}{19}{subsection.4.6}% +\contentsline {subsection}{\numberline {4.7}Magnitude Threshold Sensitivity}{21}{subsection.4.7}% +\contentsline {subsection}{\numberline {4.8}Block-Bootstrap Surrogate Comparison}{21}{subsection.4.8}% +\contentsline {subsection}{\numberline {4.9}Partial Correlation: Controlling for Sunspot Number}{22}{subsection.4.9}% +\contentsline {subsection}{\numberline {4.10}Spectral Coherence and Mutual Information}{22}{subsection.4.10}% +\contentsline {paragraph}{Coherence.}{22}{section*.22}% +\contentsline {paragraph}{Mutual information.}{23}{section*.23}% +\contentsline {subsection}{\numberline {4.11}Missing-Data Sensitivity}{23}{subsection.4.11}% +\contentsline {subsection}{\numberline {4.12}Bin-Size Sensitivity}{25}{subsection.4.12}% +\contentsline {subsection}{\numberline {4.13}Earthquake Declustering (Gardner--Knopoff)}{25}{subsection.4.13}% +\contentsline {subsection}{\numberline {4.14}Sub-Period Analysis by Solar Cycle}{26}{subsection.4.14}% +\contentsline {subsection}{\numberline {4.15}Geographic Localisation}{26}{subsection.4.15}% +\contentsline {subsection}{\numberline {4.16}Pre-Registered Out-of-Sample Validation (2020--2025)}{29}{subsection.4.16}% +\contentsline {subsection}{\numberline {4.17}Combined 1976--2025 Analysis: Sinusoidal Modulation}{30}{subsection.4.17}% +\contentsline {section}{\numberline {5}Discussion}{31}{section.5}% +\contentsline {subsection}{\numberline {5.1}Why Does the Raw Correlation Appear So Strong?}{31}{subsection.5.1}% +\contentsline {subsection}{\numberline {5.2}Physical Plausibility of the Claimed Mechanism}{32}{subsection.5.2}% +\contentsline {subsection}{\numberline {5.3}Comparison with Prior Replication Attempts}{32}{subsection.5.3}% +\contentsline {subsection}{\numberline {5.4}Limitations}{32}{subsection.5.4}% +\contentsline {section}{\numberline {6}Conclusions}{33}{section.6}% diff --git a/paper/refs.bib b/paper/refs.bib index df51430..e8f23a3 100644 --- a/paper/refs.bib +++ b/paper/refs.bib @@ -185,6 +185,17 @@ howpublished = {\url{https://www.nmdb.eu}}, } +@article{KassRaftery1995, + author = {Kass, Robert E. and Raftery, Adrian E.}, + title = {Bayes Factors}, + journal = {Journal of the American Statistical Association}, + year = {1995}, + volume = {90}, + number = {430}, + pages = {773--795}, + doi = {10.1080/01621459.1995.10476572}, +} + @article{Kraskov2004, author = {Kraskov, Alexander and St{\"o}gbauer, Harald and Grassberger, Peter}, title = {Estimating mutual information},