From 79f3bf9e0df0f6049c8d32e1d0e74ca9707c447e Mon Sep 17 00:00:00 2001 From: Antoine MARIE Date: Fri, 10 Feb 2023 10:44:34 +0100 Subject: [PATCH] saving work --- Manuscript/SRGGW.bib | 113 +++++++++++-------------- Manuscript/SRGGW.tex | 192 ++++++++++++++++++++++++++++--------------- Manuscript/fig4.pdf | Bin 51498 -> 52412 bytes Manuscript/fig5.pdf | Bin 0 -> 7866 bytes Manuscript/fig6.pdf | Bin 0 -> 57314 bytes 5 files changed, 170 insertions(+), 135 deletions(-) create mode 100644 Manuscript/fig5.pdf create mode 100644 Manuscript/fig6.pdf diff --git a/Manuscript/SRGGW.bib b/Manuscript/SRGGW.bib index f16f32a..1fc760b 100644 --- a/Manuscript/SRGGW.bib +++ b/Manuscript/SRGGW.bib @@ -78,14 +78,12 @@ date-added = {2023-01-30 22:12:16 +0100}, date-modified = {2023-01-30 22:12:32 +0100}, doi = {10.1021/acs.jctc.9b00353}, - eprint = {https://doi.org/10.1021/acs.jctc.9b00353}, journal = {J. Chem. Theory Comput.}, number = {8}, pages = {4399-4414}, title = {Improving the Efficiency of the Multireference Driven Similarity Renormalization Group via Sequential Transformation, Density Fitting, and the Noninteracting Virtual Orbital Approximation}, volume = {15}, - year = {2019}, - bdsk-url-1 = {https://doi.org/10.1021/acs.jctc.9b00353}} + year = {2019}} @article{ChenyangLi_2021, author = {Li,Chenyang and Evangelista,Francesco A.}, @@ -106,28 +104,24 @@ date-added = {2023-01-30 22:09:49 +0100}, date-modified = {2023-01-30 22:10:02 +0100}, doi = {10.1021/acs.jctc.1c00980}, - eprint = {https://doi.org/10.1021/acs.jctc.1c00980}, journal = {J. Chem. Theory Comput.}, number = {12}, pages = {7666-7681}, title = {Analytic Energy Gradients for the Driven Similarity Renormalization Group Multireference Second-Order Perturbation Theory}, volume = {17}, - year = {2021}, - bdsk-url-1 = {https://doi.org/10.1021/acs.jctc.1c00980}} + year = {2021}} @article{Wang_2023, author = {Wang, Meng and Fang, Wei-Hai and Li, Chenyang}, date-added = {2023-01-30 22:07:40 +0100}, date-modified = {2023-01-30 22:07:50 +0100}, doi = {10.1021/acs.jctc.2c00966}, - eprint = {https://doi.org/10.1021/acs.jctc.2c00966}, journal = {J. Chem. Theory Comput.}, number = {1}, pages = {122-136}, title = {Assessment of State-Averaged Driven Similarity Renormalization Group on Vertical Excitation Energies: Optimal Flow Parameters and Applications to Nucleobases}, volume = {19}, - year = {2023}, - bdsk-url-1 = {https://doi.org/10.1021/acs.jctc.2c00966}} + year = {2023}} @misc{Scott_2023, author = {Scott, Charles J. C. and Backhouse, Oliver J. and Booth, George H.}, @@ -166,7 +160,6 @@ date-added = {2023-01-30 15:45:22 +0100}, date-modified = {2023-01-30 15:45:39 +0100}, doi = {10.1021/acs.jctc.7b00586}, - eprint = {https://doi.org/10.1021/acs.jctc.7b00586}, journal = {J. Chem. Theory Comput.}, number = {10}, pages = {4765-4778}, @@ -386,14 +379,12 @@ date-added = {2023-01-30 13:59:42 +0100}, date-modified = {2023-01-30 14:00:00 +0100}, doi = {10.1021/acs.jctc.2c00617}, - eprint = {https://doi.org/10.1021/acs.jctc.2c00617}, journal = {J. Chem. Theory Comput.}, number = {12}, pages = {7570-7585}, title = {Benchmark of GW Methods for Core-Level Binding Energies}, volume = {18}, - year = {2022}, - bdsk-url-1 = {https://doi.org/10.1021/acs.jctc.2c00617}} + year = {2022}} @incollection{CsanakBook, author = {Csanak, Gy and Taylor, HS and Yaris, Robert}, @@ -471,50 +462,42 @@ bdsk-url-1 = {http://www.sciencedirect.com/science/article/pii/0009261494011834}, bdsk-url-2 = {https://doi.org/10.1016/0009-2614(94)01183-4}} -@article{Frosini_2022c, - author = {M. Frosini and T. Duguet and J.-P. Ebran and B. Bally and H. Hergert and T. R. Rodr{\'{\i}}guez and R. Roth and J. M. Yao and V. Som{\`{a}}}, - date-added = {2023-01-20 09:45:17 +0100}, - date-modified = {2023-01-20 09:45:37 +0100}, - doi = {10.1140/epja/s10050-022-00694-x}, - journal = {Eur. Phys. J. A}, - month = apr, - number = {4}, - publisher = {Springer Science and Business Media {LLC}}, - title = {Multi-reference many-body perturbation theory for nuclei}, - url = {https://doi.org/10.1140/epja/s10050-022-00694-x}, - volume = {58}, - year = {2022}, - bdsk-url-1 = {https://doi.org/10.1140/epja/s10050-022-00694-x}} - -@article{Frosini_2022b, - author = {M. Frosini and T. Duguet and J.-P. Ebran and B. Bally and H. Hergert and T. R. Rodr{\'{\i}}guez and R. Roth and J. M. Yao and V. Som{\`{a}}}, - date-added = {2023-01-20 09:44:49 +0100}, - date-modified = {2023-01-20 09:45:46 +0100}, - doi = {10.1140/epja/s10050-022-00694-x}, - journal = {Eur. Phys. J. A}, - month = apr, - number = {4}, - publisher = {Springer Science and Business Media {LLC}}, - title = {Multi-reference many-body perturbation theory for nuclei}, - url = {https://doi.org/10.1140/epja/s10050-022-00694-x}, - volume = {58}, - year = {2022}, - bdsk-url-1 = {https://doi.org/10.1140/epja/s10050-022-00694-x}} +@article{Frosini_2022, + title = {Multi-Reference Many-Body Perturbation Theory for Nuclei}, + author = {Frosini, M. and Duguet, T. and Ebran, J.-P. and Som{\`a}, V.}, + year = {2022}, + journal = {Eur. Phys. J. A}, + volume = {58}, + number = {4}, + pages = {62}, + issn = {1434-601X}, + doi = {10.1140/epja/s10050-022-00692-z} +} @article{Frosini_2022a, - author = {M. Frosini and T. Duguet and J.-P. Ebran and V. Som{\`{a}}}, - date-added = {2023-01-20 09:44:22 +0100}, - date-modified = {2023-01-20 09:45:43 +0100}, - doi = {10.1140/epja/s10050-022-00692-z}, - journal = {Eur. Phys. J. A}, - month = apr, - number = {4}, - publisher = {Springer Science and Business Media {LLC}}, - title = {Multi-reference many-body perturbation theory for nuclei}, - url = {https://doi.org/10.1140/epja/s10050-022-00692-z}, - volume = {58}, - year = {2022}, - bdsk-url-1 = {https://doi.org/10.1140/epja/s10050-022-00692-z}} + title = {Multi-Reference Many-Body Perturbation Theory for Nuclei}, + author = {Frosini, M. and Duguet, T. and Ebran, J.-P. and Bally, B. and Mongelli, T. and Rodr{\'i}guez, T. R. and Roth, R. and Som{\`a}, V.}, + year = {2022}, + journal = {Eur. Phys. J. A}, + volume = {58}, + number = {4}, + pages = {63}, + issn = {1434-601X}, + doi = {10.1140/epja/s10050-022-00693-y} +} + +@article{Frosini_2022b, + title = {Multi-Reference Many-Body Perturbation Theory for Nuclei}, + author = {Frosini, M. and Duguet, T. and Ebran, J.-P. and Bally, B. and Hergert, H. and Rodr{\'i}guez, T. R. and Roth, R. and Yao, J. M. and Som{\`a}, V.}, + year = {2022}, + journal = {Eur. Phys. J. A}, + volume = {58}, + number = {4}, + pages = {64}, + issn = {1434-601X}, + doi = {10.1140/epja/s10050-022-00694-x} +} + @misc{Tolle_2022, archiveprefix = {arXiv}, @@ -1920,8 +1903,7 @@ pages = {6203-6210}, title = {Renormalized Singles Green's Function in the T-Matrix Approximation for Accurate Quasiparticle Energy Calculation}, volume = {12}, - year = {2021}, - bdsk-url-1 = {https://doi.org/10.1021/acs.jpclett.1c01723}} + year = {2021}} @article{Scuseria_2013, author = {Scuseria,Gustavo E. and Henderson,Thomas M. and Bulik,Ireneusz W.}, @@ -1945,9 +1927,7 @@ pages = {012809}, title = {Hydrogen-molecule spectrum by the many-body $GW$ approximation and the Bethe-Salpeter equation}, volume = {103}, - year = {2021}, - bdsk-url-1 = {https://link.aps.org/doi/10.1103/PhysRevA.103.012809}, - bdsk-url-2 = {https://doi.org/10.1103/PhysRevA.103.012809}} + year = {2021}} @article{Vitale_2020, author = {Vitale, Eugenio and Alavi, Ali and Kats, Daniel}, @@ -2192,7 +2172,7 @@ note={Gaussian Inc. Wallingford CT} title = {Coupled-Cluster Techniques for Computational Chemistry: {{The CFOUR}} Program Package}, author = {Matthews, Devin A. and Cheng, Lan and Harding, Michael E. and Lipparini, Filippo and Stopkowicz, Stella and Jagau, Thomas-C. and Szalay, P{\'e}ter G. and Gauss, J{\"u}rgen and Stanton, John F.}, year = {2020}, - journal = {The Journal of Chemical Physics}, + journal = {J. Chem. Phys.}, volume = {152}, number = {21}, pages = {214108}, @@ -14955,7 +14935,7 @@ note={Gaussian Inc. Wallingford CT} author = {Surj{\'a}n, P. R. and Szabados, {\'A}.}, doi = {10.1063/1.471814}, issn = {0021-9606}, - journal = {The Journal of Chemical Physics}, + journal = {J. Chem. Phys.}, number = {9}, pages = {3320--3324}, title = {Damping of Perturbation Corrections in Quasidegenerate Situations}, @@ -16464,7 +16444,7 @@ note={Gaussian Inc. Wallingford CT} author = {{Ismail-Beigi}, Sohrab}, doi = {10.1088/1361-648X/aa7803}, issn = {0953-8984}, - journal = {Journal of Physics: Condensed Matter}, + journal = {J. Phys. Cond. Mat.}, number = {38}, pages = {385501}, title = {Justifying Quasiparticle Self-Consistent Schemes via Gradient Optimization in {{Baym}}\textendash{{Kadanoff}} Theory}, @@ -16476,7 +16456,7 @@ note={Gaussian Inc. Wallingford CT} author = {Bruneval, Fabien and Marques, Miguel A. L.}, doi = {10.1021/ct300835h}, issn = {1549-9618}, - journal = {Journal of Chemical Theory and Computation}, + journal = {J. Chem. Theory Comput.}, number = {1}, pages = {324--329}, title = {Benchmarking the {{Starting Points}} of the {{GW Approximation}} for {{Molecules}}}, @@ -17127,7 +17107,6 @@ note={Gaussian Inc. Wallingford CT} @article{Tiago_2006, author = {Tiago, Murilo L. and Chelikowsky, James R.}, doi = {10.1103/PhysRevB.73.205334}, - file = {/Users/loos/Zotero/storage/3YTWEDNW/Tiago_2006.pdf}, issn = {1098-0121, 1550-235X}, journal = {Phys. Rev. B}, language = {en}, @@ -17135,8 +17114,8 @@ note={Gaussian Inc. Wallingford CT} number = {20}, title = {Optical Excitations in Organic Molecules, Clusters, and Defects Studied by First-Principles {{Green}}'s Function Methods}, volume = {73}, - year = {2006}, - bdsk-url-1 = {https://dx.doi.org/10.1103/PhysRevB.73.205334}} + year = {2006} + } @article{Ou_2016, author = {Ou, Qi and Subotnik, Joseph E.}, diff --git a/Manuscript/SRGGW.tex b/Manuscript/SRGGW.tex index ac95647..2086708 100644 --- a/Manuscript/SRGGW.tex +++ b/Manuscript/SRGGW.tex @@ -44,7 +44,9 @@ showstringspaces=false, showtabs=false, tabsize=2 -} + } + + \newcolumntype{d}{D{.}{.}{-1}} \lstset{style=mystyle} @@ -134,7 +136,7 @@ In particular, we focus here on the possibility of curing the qs$GW$ convergence The SRG formalism has been developed independently by Wegner \cite{Wegner_1994} and Glazek and Wilson \cite{Glazek_1993,Glazek_1994} in the context of condensed matter systems and light-front quantum field theories, respectively. This formalism has been introduced in quantum chemistry by White \cite{White_2002} before being explored in more detail by Evangelista and coworkers in the context of multi-reference electron correlation theories. \cite{Evangelista_2014b,ChenyangLi_2015, ChenyangLi_2016,ChenyangLi_2017,ChenyangLi_2018,ChenyangLi_2019a,Zhang_2019,ChenyangLi_2021,Wang_2021,Wang_2023} The SRG has also been successful in the context of nuclear structure theory, where it was first developed as a mature computational tool thanks to the work of several research groups. -\cite{Bogner_2007,Tsukiyama_2011,Tsukiyama_2012,Hergert_2013,Hergert_2016,Frosini_2022a,Frosini_2022b,Frosini_2022c} +\cite{Bogner_2007,Tsukiyama_2011,Tsukiyama_2012,Hergert_2013,Hergert_2016,Frosini_2022,Frosini_2022a,Frosini_2022b} See Ref.~\onlinecite{Hergert_2016a} for a recent review in this field. The SRG transformation aims at decoupling an internal (or reference) space from an external space while incorporating information about their coupling in the reference space. @@ -500,15 +502,6 @@ It is worth noting the close similarity of the first-order elements with the one \subsection{Second-order matrix elements} % ///////////////////////////% -%%% FIG 1 %%% -\begin{figure*} - \includegraphics[width=0.8\linewidth]{fig1.pdf} - \caption{ - Functional form of the qs$GW$ self-energy (left) for $\eta = 1$ and the SRG-qs$GW$ self-energy (right) for $s = 1/(2\eta^2) = 1/2$. - \label{fig:plot}} -\end{figure*} -%%% %%% %%% %%% - The second-order renormalized quasiparticle equation is given by \begin{equation} \label{eq:GW_renorm} @@ -529,8 +522,8 @@ with elements \label{eq:SRG-GW_selfenergy} \begin{split} \widetilde{\bSig}_{pq}(\omega; s) - &= \sum_{i\nu} \frac{W_{p,i\nu} W_{q,i\nu}}{\omega - \epsilon_i + \Omega_{\nu} - \ii \eta} e^{-(\Delta_{pi\nu}^2 + \Delta_{qi\nu}^2) s} \\ - &+ \sum_{a\nu} \frac{W_{p,a\nu}W_{q,a\nu}}{\omega - \epsilon_a - \Omega_{\nu} + \ii \eta}e^{-(\Delta_{pa\nu}^2 + \Delta_{qa\nu}^2) s}. + &= \sum_{i\nu} \frac{W_{p,i\nu} W_{q,i\nu}}{\omega - \epsilon_i + \Omega_{\nu}} e^{-(\Delta_{pi\nu}^2 + \Delta_{qi\nu}^2) s} \\ + &+ \sum_{a\nu} \frac{W_{p,a\nu}W_{q,a\nu}}{\omega - \epsilon_a - \Omega_{\nu}}e^{-(\Delta_{pa\nu}^2 + \Delta_{qa\nu}^2) s}. \end{split} \end{equation} @@ -546,6 +539,16 @@ which can be solved by simple integration along with the initial condition $\bF^ \times \qty[1 - e^{-(\Delta_{pr\nu}^2 + \Delta_{qr\nu}^2) s}]. \end{multline} +%%% FIG 1 %%% +\begin{figure} + \centering + \includegraphics[width=\linewidth]{flow} + \caption{ + \ant{Schematic} evolution of the quasiparticle equation as a function of the flow parameter $s$ in the case of the dynamic SRG-$GW$ flow (magenta) and the static SRG-qs$GW$ flow (cyan). \ANT{Maybe we should replace dynamic by full?} + \label{fig:flow}} +\end{figure} +%%% %%% %%% %%% + At $s=0$, the second-order correction vanishes, hence giving \begin{equation} \lim_{s\to0} \widetilde{\bF}(s) = \bF^{(0)}. @@ -563,13 +566,12 @@ Therefore, the SRG flow continuously transforms the dynamical self-energy $\wide As illustrated in Fig.~\ref{fig:flow}, this transformation is done gradually starting from the states that have the largest denominators in Eq.~\eqref{eq:static_F2}. %%% FIG 2 %%% -\begin{figure} - \centering - \includegraphics[width=\linewidth]{flow} +\begin{figure*} + \includegraphics[width=0.8\linewidth]{fig1.pdf} \caption{ - Evolution of the quasiparticle equation as a function of the flow parameter $s$ in the case of the dynamic SRG-$GW$ flow (magenta) and the static SRG-qs$GW$ flow (cyan). - \label{fig:flow}} -\end{figure} + Functional form of the qs$GW$ self-energy (left) for $\eta = 1$ and the SRG-qs$GW$ self-energy (right) for $s = 1/(2\eta^2) = 1/2$. + \label{fig:plot}} +\end{figure*} %%% %%% %%% %%% %///////////////////////////% @@ -717,9 +719,9 @@ Therefore, it seems that the effect of the TDA can not be systematically predict \caption{First ionization potential in eV calculated using $\Delta$CCSD(T) (reference), HF, $G_0W_0$@HF, qs$GW$ and SRG-qs$GW$. The statistical descriptors are computed for the errors with respect to the reference.} \label{tab:tab1} \begin{ruledtabular} - \begin{tabular}{lccccc} - Mol. & $\Delta$CCSD(T) & HF & $G_0W_0$@HF & qs$GW$ & SRG-qs$GW$ \\ - & & & $\eta=\num{e-3}$ & $\eta=\num{e-1}$ & $s=\num{e2}$ \\ + \begin{tabular}{lddddd} + Mol. & \multicolumn{1}{c}{$\Delta\text{CCSD(T)}$} & \multicolumn{1}{c}{HF} & \multicolumn{1}{c}{$G_0W_0$@HF} & \multicolumn{1}{c}{qs$GW$} & \multicolumn{1}{c}{SRg-qs$GW$} \\ + & & & \multicolumn{1}{c}{$\eta=\num{e-3}$} & \multicolumn{1}{c}{$\eta=\num{e-1}$} & \multicolumn{1}{c}{$s=\num{e2}$} \\ \hline \ce{He} & 24.54 & 24.98 & 24.59 & 24.58 & 24.54 \\ \ce{Ne} & 21.47 & 23.15 & 21.46 & 21.83 & 21.59 \\ @@ -785,65 +787,119 @@ Of course these are slight improvements but this is done with no additional comp The evolution of the statistical descriptors with respect to the various methods considered in Table~\ref{tab:tab1} is graphically illustrated by Fig.~\ref{fig:fig4}. The decrease of the MSE and SDE correspond to a shift of the maximum toward zero and a shrink of the distribution width, respectively. +%%% FIG 5 %%% +\begin{figure} + \centering + \includegraphics[width=\linewidth]{fig5.pdf} + \caption{ + Temporary figure about convergence + \label{fig:fig5}} +\end{figure} +%%% %%% %%% %%% + In addition to this improvement of the accuracy, the SRG-qs$GW$ scheme is also much easier to converge than its qs$GW$ counterpart. -Indeed, up to $s=10^3$ self-consistency of the SRG-qs$GW$ scheme can be converged without any problems. -For $s=10^4$, convergence could not be attained for the following molecules \ANT{waiting for calculation}. -On the other hand, the qs$GW$ convergence is much more erratic. +Indeed, up to $s=10^3$ self-consistency can be attained without any problems (mean and max number of iterations = n for s=100). +For $s=10^4$, convergence could not be attained for 12 molecules out of 22, meaning that some intruder states were included in the static correction for this value of $s$. +This is illustrated in the case of \ce{H2O} in the upper panel Fig. +However, this is not a problem as the MAE is already well converged before the intruder states are added to the SRG-qs$GW$ static self-energy (lower panel). + +On the other hand, the qs$GW$ convergence with respect to $\eta$ is more difficult to evaluate. The whole set considered in this work could be converged for $\eta=0.1$. -However, if we decrease $\eta$ then self-consistency could not be attained for the whole set of molecules using the black-box convergence parameters (see Sec.~\ref{sec:comp_det}). -Unfortunately, the convergence of the IP is not as tight as in the SRG case because for $\eta=0.01$ the values of the IP that could be converged can vary between $10^{-3}$ and $10^{-1}$ with respect to $\eta=0.1$. +However, as soon as we decrease $\eta$ self-consistency could not be attained for the whole set of molecules using the black-box convergence parameters (see Sec.~\ref{sec:comp_det}). +Unfortunately, the convergence of the IP is not as tight as in the SRG case. +The values of the IP that could be converged for $\eta=0.01$ can vary between $10^{-3}$ and $10^{-1}$ with respect to $\eta=0.1$. -We will now gauge the effect of the TDA for the screening on the accuracy of the various methods considered previously. +% \begin{table} +% \caption{First ionization potential in eV calculated using $G_0W_0^{\text{TDA}}$@HF, qs$GW^{\text{TDA}}$ and SRG-qs$GW^{\text{TDA}}$. The statistical descriptors are computed for the errors with respect to the reference.} +% \label{tab:tab1} +% \begin{ruledtabular} +% \begin{tabular}{lddd} +% Mol. & \multicolumn{1}{c}{$G_0W_0^{\text{TDA}}$@HF} & \multicolumn{1}{c}{qs$GW^{\text{TDA}}$} & \multicolumn{1}{c}{SRG-qs$GW^{\text{TDA}}$} \\ +% & \multicolumn{1}{c}{$\eta=\num{e-3}$} & \multicolumn{1}{c}{$\eta=\num{5e-2}$} & \multicolumn{1}{c}{$s=\num{e2}$} \\ +% \hline +% \ce{He} & 24.45 & 24.48 & 24.39 \\ +% \ce{Ne} & 20.85 & 21.23 & 20.92 \\ +% \ce{H2} & 16.53 & 16.46 & 16.50 \\ +% \ce{Li2} & 5.45 & 5.50 & 5.46 \\ +% \ce{LiH} & 8.14 & 8.17 & 8.05 \\ +% \ce{HF} & 15.64 & 15.79 & 15.66 \\ +% \ce{Ar} & 15.60 & 15.42 & 15.46 \\ +% \ce{H2O} & 12.42 & 12.40 & 12.31 \\ +% \ce{LiF} & 10.75 & 11.02 & 10.85 \\ +% \ce{HCl} & 12.70 & 12.65 & 12.59 \\ +% \ce{BeO} & 9.33 & 10.21 & 10.05 \\ +% \ce{CO} & 14.60 & 13.82 & 13.84 \\ +% \ce{N2} & 17.36 & 15.15 & 15.21 \\ +% \ce{CH4} & 14.67 & 14.50 & 14.47 \\ +% \ce{BH3} & 13.66 & 13.57 & 13.54 \\ +% \ce{NH3} & 10.91 & 10.75 & 10.68 \\ +% \ce{BF} & 11.38 & 11.11 & 11.12 \\ +% \ce{BN} & 11.85 & 12.05 & 12.04 \\ +% \ce{SH2} & 10.47 & 10.44 & 10.38 \\ +% \ce{F2} & 15.55 & 15.23 & 15.22 \\ +% \ce{MgO} & 8.10 & 7.76 & 7.58 \\ +% \ce{O3} & 13.68 & 12.22 & 12.22 \\ +% \hline +% MSE & 0.07 & -0.12 & -0.18 \\ +% MAE & 0.37 & 0.22 & 0.25 \\ +% SDE & 0.55 & 0.26 & 0.27 \\ +% Min & -0.72 & -0.63 & -0.63 \\ +% Max & 1.82 & 0.26 & 0.22 \\ +% \end{tabular} +% \end{ruledtabular} +% \end{table} -Part on approximation and correction for W: -TDHF G0W0 not that bad in GW100 but bad in GW22, qsGW TDHF even worse even with SRG, -Maybe that would be nice to add SRG G0W0 to see if it mitigates the outliers of GW20 cf Bruneval 2021, -That would be nice to understand clearly why qsGWTDHF is worse (screening, gap, etc) +Part on EA: +MgO- does not converge yet but when we have it same analysis as Table 1 and Fig 4 but for the EA \begin{table} - \caption{First ionization potential in eV calculated using $G_0W_0^{\text{TDA}x}$@HF, qs$GW^{\text{TDA}}$ and SRG-qs$GW^{\text{TDA}}$. The statistical descriptors are computed for the errors with respect to the reference.} + \caption{First electron attachment in eV calculated using $\Delta$CCSD(T) (reference), HF, $G_0W_0$@HF, qs$GW$ and SRG-qs$GW$. The statistical descriptors are computed for the errors with respect to the reference.} \label{tab:tab1} \begin{ruledtabular} - \begin{tabular}{lccc} - Mol. & $G_0W_0^{\text{TDA}}$@HF & qs$GW^{\text{TDA}}$ & SRG-qs$GW^{\text{TDA}}$ \\ - & $\eta=\num{e-3}$ & $\eta=\num{5e-2}$ & $s=\num{e2}$ \\ - \hline - \ce{He} & 24.45 & 24.48 & 24.39 \\ - \ce{Ne} & 20.85 & 21.23 & 20.92 \\ - \ce{H2} & 16.53 & 16.46 & 16.50 \\ - \ce{Li2} & 5.45 & 5.50 & 5.46 \\ - \ce{LiH} & 8.14 & 8.17 & 8.05 \\ - \ce{HF} & 15.64 & 15.79 & 15.66 \\ - \ce{Ar} & 15.60 & 15.42 & 15.46 \\ - \ce{H2O} & 12.42 & 12.40 & 12.31 \\ - \ce{LiF} & 10.75 & 11.02 & 10.85 \\ - \ce{HCl} & 12.70 & 12.65 & 12.59 \\ - \ce{BeO} & 9.33 & 10.21 & 10.05 \\ - \ce{CO} & 14.60 & 13.82 & 13.84 \\ - \ce{N2} & 17.36 & 15.15 & 15.21 \\ - \ce{CH4} & 14.67 & 14.50 & 14.47 \\ - \ce{BH3} & 13.66 & 13.57 & 13.54 \\ - \ce{NH3} & 10.91 & 10.75 & 10.68 \\ - \ce{BF} & 11.38 & 11.11 & 11.12 \\ - \ce{BN} & 11.85 & 12.05 & 12.04 \\ - \ce{SH2} & 10.47 & 10.44 & 10.38 \\ - \ce{F2} & 15.55 & 15.23 & 15.22 \\ - \ce{MgO} & 8.10 & 7.76 & 7.58 \\ - \ce{O3} & 13.68 & 12.22 & 12.22 \\ - \hline - MSE & 0.07 & -0.12 & -0.18 \\ - MAE & 0.37 & 0.22 & 0.25 \\ - SDE & 0.55 & 0.26 & 0.27 \\ - Min & -0.72 & -0.63 & -0.63 \\ - Max & 1.82 & 0.26 & 0.22 \\ - \hline + \begin{tabular}{lddddd} + Mol. & \multicolumn{1}{c}{$\Delta\text{CCSD(T)}$} & \multicolumn{1}{c}{HF} & \multicolumn{1}{c}{$G_0W_0$@HF} & \multicolumn{1}{c}{qs$GW$} & \multicolumn{1}{c}{SRg-qs$GW$} \\ + & & & \multicolumn{1}{c}{$\eta=\num{e-3}$} & \multicolumn{1}{c}{$\eta=\num{e-1}$} & \multicolumn{1}{c}{$s=\num{e2}$} \\ + \hline + \ce{He} & 2.66 & 2.70 & 2.66 & 2.66 & 2.66 \\ + \ce{Ne} & 5.09 & 5.47 & 5.25 & 5.19 & 5.19 \\ + \ce{H2} & 1.35 & 1.33 & 1.28 & 1.28 & 1.28 \\ + \ce{Li2} & -0.34 & 0.08 & -0.17 & -0.18 & -0.21 \\ + \ce{LiH} & 0.29 & -0.20 & -0.27 & -0.27 & -0.27 \\ + \ce{HF} & 0.66 & 0.81 & 0.71 & 0.70 & 0.70 \\ + \ce{Ar} & 2.55 & 2.97 & 2.68 & 2.64 & 2.65 \\ + \ce{H2O} & 0.61 & 0.80 & 0.68 & 0.65 & 0.66 \\ + \ce{LiF} & -0.35 & -0.29 & -0.33 & -0.32 & -0.33 \\ + \ce{HCl} & 0.57 & 0.79 & 0.64 & 0.63 & 0.63 \\ + \ce{BeO} & -2.17 & -1.80 & -2.28 & -2.10 & -2.13 \\ + \ce{CO} & 1.57 & 1.80 & 1.66 & 1.61 & 1.62 \\ + \ce{N2} & 2.37 & 2.20 & 2.10 & 2.10 & 2.10 \\ + \ce{CH4} & 0.65 & 0.79 & 0.70 & 0.68 & 0.68 \\ + \ce{BH3} & 0.09 & 0.81 & 0.46 & 0.29 & 0.30 \\ + \ce{NH3} & 0.61 & 0.80 & 0.68 & 0.66 & 0.66 \\ + \ce{BF} & 0.80 & 1.06 & 0.90 & 0.87 & 0.87 \\ + \ce{BN} & -3.02 & -2.97 & -3.90 & -3.41 & -3.44 \\ + \ce{SH2} & 0.52 & 0.76 & 0.60 & 0.58 & 0.59 \\ + \ce{F2} & -0.32 & 1.71 & 0.53 & -0.10 & -0.07 \\ + \ce{MgO} & -1.54 & -1.40 & -1.64 & -1.72 & -1.71 \\ + \ce{O3} & -1.82 & -1.32 & -2.19 & -2.22 & -2.17 \\ \hline + MSE & & -0.30 & -0.02 & 0.00 & 0.00 \\ + MAE & & 0.32 & 0.19 & 0.11 & 0.12 \\ + SDE & & 0.43 & 0.31 & 0.17 & 0.17 \\ + Min & & -2.03 & -0.85 & -0.22 & -0.25 \\ + Max & & 0.17 & 0.88 & 0.41 & 0.42 \\ \end{tabular} \end{ruledtabular} \end{table} -Part on EA: -MgO- does not converge yet but when we have it same analysis as Table 1 and Fig 4 but for the EA +%%% FIG 6 %%% +\begin{figure*} + \includegraphics[width=\linewidth]{fig6.pdf} + \caption{ + Histogram of the errors (with respect to $\Delta$CCSD(T)) for the first electron attachment calculated using HF, $G_0W_0$@HF, qs$GW$ and SRG-qs$GW$. + \label{fig:fig4}} +\end{figure*} +%%% %%% %%% %%% %=================================================================% \section{Conclusion} diff --git a/Manuscript/fig4.pdf b/Manuscript/fig4.pdf index d4200d5ae84dffe30b5ede12b8b99ffb2b013cad..c3faac95c2948afa1afa7afb7aa333c257ec5a0c 100644 GIT binary patch delta 48606 zcmV(?K-a&jk^{V%1CUOC%dYNBk{veBr`SVDK%HhXnY>H|2m%avV08f=7#=h}sk$JX zV?gbJU*BApNG6%wb^faEM)!YWZGODuH8NsFME;u2|NT=w|6e}#ug|aaztZ%hPUrvZ zU*kXi+kgG~r+=Bg{`LPoFUrgE_5Y>m>wi1{?|-KM>;FEln!f&jdn!NX`t`qm)#Jxn z*RNd5k7KD{zXF&~c|E>+~)AHlkw(i0?*B|qq8-h!xAKNk2y`ImQr<}L* zA7B6WujjkWxWjz>DBJmi^S|e_^Z6df@-;6%)}wy?+yD6b%j?hiDFr{zKlml{`6a)( z)9+rS96y#7zgvEP)au{wU(0#ZBma>%`Q7h-_x$t9y3YS_L;U9Fzk7OgdH?py-|_Xo z`~B~pzaBrf`j0>UH$VT~)3@WtevYFuon3gu&+|FlmveOgfye*u_rH7oe*8Gf{*RBn z-~Ik~&(G&C&XMzl@2Kqqw&lmPuYYJ3{^s|;eg4^UC9nT~cmw?Q2EToS{NwA; zZ+`#V=Wi1){fD3bo8SM9=P&sE@gwicZ6VJ;rfumK^7*{yQHWSt@t`_;PXKauK@xOc zC}^4%BKz4LCo-KqvTs7>K&EXcvhBRlwEsA#O(IekBd5e`)@>!SamEoT#YiogNImqc z^~ZepM$0^Z6RJO^RX3XTisyjY^ciRX0Od!;NUHgVU-{e>r%k|oejgxx51@UkMlkRJ z%$Da(KiXCynGHqcyxq@4Xw{R}W%o6O-2ivFrrOuBR_Q_O%e1m)Qts?ulgfF%bMM5t{V);xTv*tP%*v;W^bc4)ZZ{ z(gRud-N>}#Mu6r_=IGPFcl1hd@j5z+WCYgb~BJN z;Wqn!kK^EH?B~DE_aHI{vI@XznS@YxIU!Agyl))*K(Mh2S(Zwq?m|{hA|T5-E0Z7$ zpc6qG2;k@iGA~4`2JeZ?bvJ^+dje-iVMGC;8V6|B`#{wzM5c8$vaWnXOVfhqY@QN% zFBrN>P@WBO>@J&UcHU|dReYA?FcvK)ryRW~X{7oEen79#Uj zjI3<06Uo)cIh=K)%x^e1EDU1+(^8Bqc>2mt6OgA_h^{#M=qLovFHMFpyn*<>n}+v^ zaIzEO@IDbub|CYz62W9g?`^C0aX=d0CsOqAMPug#rYxkax^q1j`9laAED^$h2c#Z< z&F5aM@qQu;2gX)7%kxstiBpZ#atN7xqk`1}2v%EMbFS@KzuNX}L{s2Iw6dItra=9n zk+Pjj-!Ug5TGs%r*l>Up-RE3Us_yJAJrND~%9ZLwPBrfw@VZgfL|%8k?0KN^76WA7 zE0Il0%ev{9vMhd~6Tr|-KI$T2wO-HFe%*-7TG3CWay`(p$s0}7DweY&HF~Nw&J)>xr$9JT zb4=S4&`3RZrIig<&zUoEBIo$76M~Ki^~v2=&$WS_HL*j4P^~@@G^LPSIgz1t5m`N& z+kSE)Xt48G7B@bJ^{E8_@jyM1a_%cY&NpNS)`iP9pu8KvE|Lq@^Vvv&%5WmPcBNBC z;?O-2=ov{6mMTEAb`R(!e4(~~(m@Hq&Uqr9+)y#lg=J%3q@PU{05rK>&vgykM>*&F zb{Lt?O)Qu53$;FC6T<*H5%fk9gee2aDgoAI=wf9#_iNr7YaI5#Qlg2xTmgalkOcA8 zg-fu2spwZz(c>4iUM@NIF3blEvJ=tV!8l&>*@LBZ^CDFah({0x>AVnsnYGv~Ql6mY zN`2($I-s@8*otRE98)w1u!As`HvKGX)Gt1&&23XYk#p@%K+Zu51Vaa#>5SEVF;cN8 z%zLazMZeGU*_PT~Ph`ynH`-#-oqfkabs`#6CxEWY^U8tqlbwkz9LV`sBN?mTT%q!C zaGqVaV~(AWwm5Vz#?;(@R#EhB)~}$s{bcVR(@F$)Mh~7H1qI+d9aMkCxd3f55x3Zh z6s!R=dU7|yL3Se0>9ISMS)*)jYunks*a3lfkex`z?ljLaHVdYDCc-U5g8<7gAhew> zf~s`_-tp0yQ26H@dftgZ2Lz&BSAEByWiRyTI*h~xxNR+=)zRiww;)vjfj&!6yS+)LhM+=gBeGE12)Zh@s1P0iD)9>e$b#!;M{fja`=7bfADDnDh6EMs3QVdHQ?}H zO|5*M5U`<~2o7RN5R^|qleW0LXn5rsv-U*Lu|Uv?K#GP})|^O!pc4YJ#+zrEtMU@t z>4~7F_y{QgC&KZSwFB@*S>p>&)k=3Fna#fVKnYXGa?E^xs0R;>BhYnD1ZP3q=sfg7 zO9oW6J59FV<>D1`IyB_)@|va7&Z9UG_E!Q@Z~(}2ETZQrc*|Lzvt=W+M&%p_lJi`w zQJB4fB|r;X=p0wt(@sPKGkb?UkIqmu0L)TpPh@77P1G`e()x06NVS9CiL4xmQ>d#a zqJcWaS_~b3YC3E)$memJ19gIGu4!{ZI5qnslB&US9;VUi zXrrv1>qIKL?}R+HrmWEmbAo#PJWKQGn`55tP_C|0*F5HIQVSVgormYjrk{5Bi6Ve#-MXMo(Fq>3Ik~ zGOyMV=9JGlm)L#T7r<_HXyZQRnL`jJ6L#8vE-Tn6Z)%^JPda7jPl>>Ewlpm&{6U6| z>l7DmdJ|O{$c5dvOCf_fhD+=Y3nG6Y1rS!>gZIaImNG`l;giz_ z`^lClbFVy4%h)>+)3f-#*l~1d3DNAWDl<3NdPn)v>sKD^X$BDe7lt!@+ns~uEyS`!zem~maOw&%}p7- z#nwFm&W7s2v@Mzq)yFGX#WfrXXUkUDjk1uPgY%S^iGxq3s;%%w7<_CznMsf8-Q|=y zSyt-2l+P0|myb%V@jPk6%EZAgk#lEY^$KvxXm?Hy-d|SUQQ~$9QCKX(HL^X;(yBL zd`bZPgOwBNT#zKJT;e8=ladQ5fA~BAI{&UT8z-*M>iAVAVJ`3IziChN=63?N22U~U zR@s8FgU+xEmIaXSuSBOe>i0Glk;WPmPdu$+k9E$ z_^efc#w}a1ZI@ibBtf%el8sC@8@d(f29RmhHc8oQZCno{b zO;#g#Tx4TdWHnmap?=}J(IW)WW=Oh>W?76hgyCtDm3Ec|3H~Y_`DH+YOG{P(nU9tu zj%%<;($ae988$~^eWl+O$H85{*nCXY_=Hh18=xr(Uc4eJtL>F_(&}Vm728Lo{ws#>d}#?9+M=ayO_|;s``#HtZ{0ey zb$GgZ{AENu#tes5KdSn1m)-|vH)vvdYw1ViS;t`y2%-{H+9o@oZrI= zz(t~8Bl=Y&eY4IyR-$38x-DmI!At#$H>`=nsu@nAe{NmvmfrNbIuGmj%L?CZ0&SZ} z{XQ}5BrkhScpJ1C-L|XrzMRFcuJpk(^(W8aY}y}O&4#*8wfBQ>dOI5rf2Zf+e0@KH$00rSr}W_*e>>%GvZ*x_ zz}-fWMkB)0$nZ2m+^iJMijkTb<7wu2F@u1I)SF3qJ4zZ2Eu$gkW~b@xIA0GtPx^W> z1U>9TqZz3)Gldl@U1q4!O!YKl!GCv|x$btb^kOHwo6(+Tw%!i+^{~_N`<{lp(a_hM ze*qs>LR%42Z$^Ar8E-a7+9*2{4JEAe<*qn#@FcKNTUyA@RAgrK`uYai>qaa-M{n3 z4E~zIqjPimd_BBE^tB9rqrtO8=Tq-{8r)Ndj>(q;>&3%0_`vRNvb!Tqr@qnI_U4f5 zoOYvMFTFeeMhD@|i}*Eq8M)b|yBqSwRSE5`^Jb17PkBXC?-m_Ar*F>Hy9f5+f2B=d z@2=d@-TQC}KfT838_)8?`TX!uzj(3JtE+o-hu?kXFMjp(>UE)m(g8-w zz@1m{!aYc@1ciaaaN{|Ay;32_meB1?mlzloVqJXQNf!@dM&oS+)ng!b4CId+L&QkO zA_?-zlWH>3QEr?SBOR|L8G4dmf1dOh+7f#H%#&l2-iSDFWSs|}=gIjoFDUiIpn*H| zN-w%`kQz@Z^+ctS%rp|79;~RwoJx1<)JU&-FtF|{t)EXOSMa|^y4Qmdc4Lhh>6vBZ ze~t9BfuSZATTfzpFx}EC9d4k^iB{LK>IUXrdZXu!6uvCG(v9YK=K`iTf5PA!sgUNT zj(9kb6BqHnI{xBFaeQGx_Dsp2jZK+)I^{^Y9BG+%?&i+_xC3u@r1owy2wm*o2SYf$(uhZ@ zu?A&NM}BaY(>t&EL46+Bf6)Vj+AQnz)zhp;D)va%esa1^`%ZV>_mdhvu*Yu%^Pf)+ zy3D{MQGFz{-x%*kI##@H^d!y?%=*oNBNzF8An5O66ZRzjk?3!0yr52+9I8-oF5-suAd z-=Ye41bg(MheLECBN%T1jAN9e%)O}(g?tN_$Vpwu(olj9*{( zTpIY@GrNZ5E(^yExUz3_S3IC^GIYGU%q7d&a(%_W{p;6%{&V6v+v!LAPi)82x-91o z_~&2gpZ@Zvf9X#r`1R+%r2p`z|M=(sdG4G)7XJeOf(Zo+#q(FW{VL;E|K-nJ>m44M z@s16cX@BJRItj=X$R5CTO=Rk5*EHa|CemqKZ6CmO&39>1zHPL73sk5H(~JT4eIrcI zMsTK!_RNs4*K#t7>yids*F?gIc1;7WYhc0SVf$+De};5dIrT$#RYU$zGtj7bUJu*O z-!m9!eJK5N8`8a9#BxyS7A4p`bN8u?y6JM#{spwsv&=@Jt}?a zE0nwM+hZQuBN9Md&uvKecKgKjue+)t-Bsr<&SPpf(*o(H+Qcoan`!}c*F09kKC#3f zY7H#+f2W4T9{avE%Cj}JdbLH*VlcPxg1tHhxLUOH}mg{pFX;*|?pNmMlBINp9 zLfRD}UvH}U-7c_LpR>JP5ORIa^>#(bb(rZ_a|BR_d463JK-a3Cf!8$w)L}+m*91_9 z`FLFuKpke|bxix63s|&9&gseennb*E}+U1VPMzU8LtfWyos9vvOn}3V#g8k_45M4 ze@xMSGXU~9=!tqMh}RpP(&ze!D(gg(vu&dtaH{)ikwg*p;%G99AGRtsAp`Vf()d+HN{X<12Xb+ub)*nTz6`u<@#EJUZ zkmz~eFGRnA#ZM1#B;&}LL39q_uW1;qe}DN;2`4z5v(84tA^X=?0~VY(4qGDKXGipe z#1GuEbYuxgkYQD2U!H^I$U17_uziZWp4JZoKQBOcq@$SLN+4p*32CEAuH(|=!ee`NhRB<{Cr>$jbwd?n@-cEh z;4D7}GX^+Z)cyFjtT*1hc6fNpe+k|VZ&}W+;l1ie9m9Lo$>ti~t60p}@D3n`H`zEx zKfHzX!@J6-6XUzebrs_~#HyIZ&xN${Z6Lai z`T@SvA9nqH_7LD8+*^lffZt@3)2+3?QDIyE0Pk3vtwJ;`aP5g)VZUSa}rL1`$5pas$ zgvKc_bUYDgxpO;MR6EeB)-K3mdmJE`ZsJBtbvWql`VfKUm1A!O`v|vyrUxaY$@-2@ zAc@;BE%=k|SwxqDFVww>yY+!8Ox%{ES=S#!Ti%2uQt{~IFi*hi$HG8owyfAliEX+MZ$HH_d zlp&U09;T0`ZulAG+;vyP$fi+^-FARd=|cErSG^g=pv654D+`zJkQ*0}~t_-8=cYi)A*++?kpLJ}d4ws>=9 zqOFvvZCln)3f9DSg~DOzXv~Y)Ta5D9r3-(^6x%dnsCyt{$|FpK!H~uE{sfY)g&15j zZ(G}D%Gk!nf5Y2;OfRc!UapPVc~U_M6{pM}BA{Z`eAbj&9;3f>Ic$huM5~-e>?r%Nz^Ovu!r_wycM@chq29z z8Yi}K$K-SyJ&1VBebz292M0Sn)~sj?Z1lCbeQC`tdpr<0Vp`v8aR1_?xHs%;BQ<6zL7^dlLYJ@oAH&6i!x{qGsM8tvkgN@q zZr{g4f8SpOL$@sQh{Le4@$DKiwIIp`Au~3XFsf`mI{EA#ju6Qo5xBVg#})GruMZ)D zQ4kOKbO>KUOub?)BRj=ku_Z3cjois`lM5j;r;xmpxD0WPE=8jp%!ZAt3=F5$XOkQ> zOKvZFqb4zOP=+8Kvu2Sd2%sH0*;{IdDEw{nf4Mf~9Rn&g;1f{a=pcM{t&WJst!u>D z(LIv6r_SPiwJWOaCYLOwvNd}{vf~7Ci)rcJjQ5;mjAM7qtE?gTcrESop=GFPKC>B& z$E0xqdDR7EuoiFqmemb;zg<9Gg*OltalPy}>S+y^nS)-VMQXgd4YCY;SzFV6lzXcm ze}+EigZ$p!gnxZCptdXmahx~lZ}+QUxA_psq*?4@$&qqcyA8G2x_WJ>K+1l*g3I%E znDW*E$CCY%9-)jj+Z;uJTjt!W2H-g!elMzT2+m}iS-WU*+k^vwhEf%yN|9XibUow< z%WHd$P=n$%Lrr?f?L(3_UGhxb7_liwe{)^ic2N}Pb%n`{uzbZQ@AyI8#UKG)cI3D9^IcqMd_TNwO`utfI{-wncVLy6G@%fU~<3BGsMuhLxWIoE$r<1oup*-2MTQop_ zL=z+Poa9eygm!^is1vnV^7fw|f57w8&**~d{nS5Cv5n{G-Mz*+8l9h>z||a<<9-@h zP1L~anu9><8$^fJ_C>ZWh3HHQS9>_%L_mr;6W8A-cpL|BbDryfc(e*^`K2h58bj?T zgL>eQ7-bXj&(B{DP7-dVS)plnslrhBX<}=!kljRat0wDFSCd_UTMXe*fAckFvZ>F} zBH1A>t;w>L@3?+ZFi?m!7Ca9j1L;~5^P)}S0$gt(Ub#dc@R(;w^W>v90wM>j?uT>g zB`Yt2WJrh^)@eXO_Ho&#N^Hs60e?0?tNhRS#Y41e<_9GQ+e=j?Au(*2XO~lWJ#F7&lj2g1{;dzeOzpJFxy!m*45l)PB zq`3d%>wl$rCM$&wc2WXRCFTG8`hR}=xco;dXq|W0$h`Pt#e=Qm-Qhi;EuI~-eSv(s z&jkr?_G#PCChUr2Rj1}ak_ayHD(|8c2`&%w?S1&#>!VuM>s$Zse=-032VWP_^i%zJ zzwU4E^GDyuL!htE-F^P(`+)7f&j0@R z`Q3ef|2`}nH6w)Kf5u}jNF~uR5q}b)apOc3v;>5tmg?A|^C++tQ_+j^ya3o||BC(* zAgfu*%F0n9!UhO!APG?H05V1ZiN}llT@bsoX)#u&6(BrLGuF+(N~TXOj=ciJvt})3 z`~z7`_EgRnAT&|}VR|D37pa_8aa1rMx_5x&%?RzJwV37(e}ra#Ab!J4;|_16aBD!b zS<12i0ii7qL411r)JWuuJ7ba>2_!3>QpX)FTUH6_E|dEcPiZyaL2Ao?|4eO7$Yn|8C@p z6gaXWJwCGde*mGKsm{)|1%zS9ps|vm3PdIYyxA^87Q#G7!dkA>v^U zLHW(fl!l1luZCQ9@cRG z0Z>fKcnt=FEHXp^R-*@Q?z704<8zQhp}@Bq}Yt z66gTPj;&g!coL7;h`&S( zYUMR>T^!OU-Ish%s@3*)ebBnH2aw8zLxFIQ-lEAHI6fSawCqbJ6 zOTE^vCciC<3j+aBJlx_4IUsu0qD(D`ke@Yse-2JR99imlTAd+dS)5@6$mW<@9g2X| zBX!ZSK$O3+cm!3euS?q&UqjN5hs#1IFBin-PW37AFV-qU@6;KD4?B zTy`=zLG-OH$^|8aP6Px3Yfx2tC_7~1*)R#(4bfDC8)XALiZ0G60$_=N;<_0r*}pmF ze`JVed3;!jXEA3QkX>)M%8A#)kby8g%~GNu1fbQ~9Tj>DL{WytA&o%DermDGKq718 zq}=a-7}t-kFM92&%n(atiUOkNFAlx~Lhr@0CEP<={F6%VSVf7M%yZeINCY6?gK#6$>7b@V%s?5Jn2q;(OG z1ryv&RveYOlC{qp*?@wjLd!pu7KQ%S_Or+ex)lRVTeoaZ>jQ-0;as~Gz4h#P?#;1& z#XC3GK)0c`X)ctT0XPg37gG<#S?($X*XFn=JD63eK7lBRH*#T?s${K+tNVNyf1>>k z8-P?C?5?vzV5JGT45zX-#ILZfu(qV4H34M@ug2WWvhO&zA&{vhi?srZ?R52x4mU`| z8cs^XRJfZ`_6DHMlzXZca_^=JhH$RTN!3W|6f+7>@CL4CT|`T$lM;cJ#nb}4H#N;v z7Nu6At{_!zaYd$@oe>8J86P#re@c%~VTX=t%%dsEvZy)Qof~eEdZV%GKA{Sc25w_N>9Ve@5iS_o!@+>NZoH*%^_49P<`Qo6{pY>uRz+gqEe zg+Z%*cG;Yq7m)6=%328}l}WLH&>hqwOp8yEeK17mHfqWu`+H&cd?h1rv)uiNYv{Sg@!lQI0uzg zzwqL?=Mq}=qHJSCHUotlXpJ;ffS6+mON=(+WohAKK07TD^j(-lLWsB-wYZp6S)A_z ztCu^cwAei_$JpK0(jV`Te=lS9jdTh^Zs2Y2kBQ6N0w-hc%py|O;+$YWVC7ET33M?< zpdC|zkluA2Wfu+G?zp=|-P(2}c8Za9Y$igt^L4adatlip8?iWd36V`Z=)y9~W1A6oNYSmU74$ zQe8EoFgtR+156`QOX$^QcS*AwG)JIoHZUDGU=!h@d$hgcLXsi+&984Lrf^+fj;u=i z6Hz*XqV$o1@-+92TGsY_Rg?ij<}^E}8c`H{kxN}rIdb32NU^-E{YXGEC^wl$3!Kku zj30Jj5l!+MbfsQTe-EHK4A^6r*_MrPd?!FY`P;&B0%73Uq!l2=mBX%;WUi3HV7rWz zg0iRv2PdV0urKak8CjI}sjLn)Va$(lD<7Pj~(Egz6DFV#JM zh4o7|ml_wv^R1nex+6rHpMWS|LkWGO$l$~qX+bP=GXhz&e=4&wC;{$r{i|FC zC(=p;g%L%Bsa4aXo?$MMkslZfXE8e3^64;Ge)z-6lY_hB}PLk zY*4e8(bD3AqkpC!Hr06LFIT9tcMv4(s?HaoB%y#7-PXI66TM--kLP6PW>6lnG9S$- zbShxUko6cJe+%X?N#)q3XLBttgUcKiDLIRhpxJ7R^Ozqk?A_frJF7~~u_@2HL-DhU z&Ll!iLRF_YSZB?7gl^#s{+Z+a|W(0)?s|YD`+z6)`<{7ib4ccl| zCbTW?EPGUrRSsDvX(7t3>`o*nn^ePHknBNIENXMuqozo-4+d;i>Nr2k)~KS)zMOzr z7NT-E=oLtC!=#BJljJVOlp8F|J_JpH12C1@f5s@&#dHx_BU|e)Tc@A}=%|5;6r0Ff zUcA9)F3EJR*$7Evt5fv?(8Jd-Ma1DtB+))pBF`9o zOHLW6ygoq0OJH=NLRv#o ze}aL~KvWiI_XNVY=EC%`aU+_D$`VKSytn7e832S9qS7?4961z=5_$;|l_(M|0-=Sd zG&54Rg{s5>ByTbh6&($dAR4GjakM>HpoWlyh)ZZKmvrSEt?NenAkc@t`%VH$;I2qE@qk07pC6&#w>7NKKMx|+blPy-zeQo}pOvPeRocI|nRxLYi zX`I3-nrzxya$IJf5Tpdmk=z^zpAS7%M&Zd8D`=%s84(9aa?dW#y&y72f1q({j7_Vv z{O*pYE0L=ls-xDsX_XmiX5#B4WQp{_nqr73tYYqXW=yN|8L#1pR(5%^_T}xHDkH?^ zNEQNsHZ0^oo&r&|oF%q{i6$(lRF-5_f@*Xa(R17MN8UM>&xr+cy5d%J?3--Rn#qe# zhG&NG7U;|e-4FhvOQ~77%nEww8)|~HtNZf2kquhdj--H3k)FMJUQae&Azyn9 zMC`|?staURR9|trNIg0AQ=3lWbX_+3Ki|>JHmQ%w_-CbcMWxzJ##zk8)iqH z!g~ma)~l&l5e35Fe?t(i=go-fF3dIr1Ci+rJ;I$F5Up2Jww)Jj{9#4-OZ30O0C7@oc$?P_IMftAJ!y?4Y2`+Q(+23;-lw*rHI| zArl(@v&03pD4&C~PaZO$9pSp3S!#zBP)b~oRgp$HE)Sjhe^gN>8NpLyuZ4_~J)yrr zc9Ioor2t?!J7zDg09dB^XbCwF>EcI}4Ve$Q#1TH^&Xd(_KWvi$0JGJ8Xz3Gz2P0ar z?gnt)+2f2eyDkor9=Ho+GTWmp*{s-K7E9Nb1_a89^F|4P!D_z-sC2b`X#-tqGZO78 z+c6O6p!?hge}img`|Pyk^PxP}d(cz>Fp<+_)ery^U~GpyMnGUF+jcuq06_iRc6+M; z;JI7mkpciK)dn}FhZs|pZce2S5%!=hb{YU!UACo_dzE=?D>e`Sz;H$OXpduk#Fks< zO*BX$b+y}_rm*#T@rl+b@QYkRl?j6?OI|JU6Bwh`e{jhHIPbpJs1|rAGus+O2@pkT z_E^JM3+!}wGq9XTLBE0R9C#q2GLy)rq-t4dB@9YIFiHnMi}8EOS@OA`Ac6we!E8IB=Ce_Iak>HuJJT8{SStGHTA8!_h|+Y&j?yXwBR5~2VY)3Zm>Vocw2 ztF=)s2?1fhExycO&3h=YX=c4AzJxrj0B}5qe+RgzEu2&t84foCFnWQvrFCsrvUivw z*8reA*S4-9Ch^pJXa`LOVDExG)%~n}ueR!&yDB%-Hs5v`0BTh218@$s^wl_%Kw#^t zZH;oRtlFxL?%FwPjooE0T$?Jh6YJGv=mLFZvy82^ZmkVxTApeYLIi-*Z#~+;Cv%W> zf8O0fvU#oHJfEF|ZH@W>^Dc|m8Ygl9=lokq_DBXWXQQawyvyFTu5C^P!;Bu5kgZC#3j#KFTD$1>Xw**5z%LJsC2r zOh`t*shp{7TwB!Zo3+++&6jHr2!mGSf4CF?MP;9DiP;ja5s4mGE{f0bZRf8!bh#MHp@4sx;t_-;ikHw*roJ!C{CwjW?CsWS+I^^0s+8o zsCsG12ox$L8TU=MC}23bg=D@ul_=TH0MLE}#fu{<0iyM4vYtGn%HE;SJ)OUSe?XIl zwy0#L1gU&gOA@}>cm+$32I;1<5jihDdjO&B3O1~=>qe?h$fHm8 zH7eb;#=fvEuE7;XTp*+y;h2Rre>V}L?FwfxUnKJ-5~7p(zWV!T1$T zNigN;Ah_C;1qWm1=@pP{e@T1jfgr@&l;lyk?#+~xb#_|!W=fjnA_O$M_LA&P^BTdi zVUq$P!_g6o!fLx!QJ#I?C@Ncr(-MfPP*0}c1F_jm#>siLk*Y))z66MtqB6N~84y~j z;Ek5n0=he8pE_6DsEQ0Ykmp=o_eq-1>U4vpO`TOXsxrr}v#RPPe-MwcRW>S_BHgGi zoKxCSaIH$r0VAiIS*2HL8{Oj8Fc!&9u1#;Xsj39A0SL`S%|QZ0m8h0jMhRr%gRe;Zz-cGqUQFc1ZOZ^~UGNMYW)12KTmfK>L-HCG$3${zYD4n8V7 z1^qM$q5Y~HCSA{~Y=5jx<=Jcd6{?(R`&_e%woJ0fCn7XfT_xeyEF;pAWAe&cMbD~w zXOa;K-q$SDNUCqO2@9-C4Fw!BcOivdI3RlZ_M_bU^N$$Om8LB5F|vWRr)&VA zEla$P-B2;@SL#k(f0#Kehb#c`u_l)Vnrk&5YeH)$Ln35N?O9HFf@80CzFN)5%Aw4I z>F#ncMb*;*iIQdBF92qEV&xg#dATajc#JutP1RzXe+0$j4}Ztv7`!=7#C0(xYBmpG zu8Rp-Qg3`CQKIHBn$+SDz}e?7Q{c!!lKN1K30bpVIuQ~ht1aZUG)9y*qgjkwF{0K$ zf)VBYs?H{4&F#bHi;yMrn#0ye+S0;7Lb8$7z(U=wh1|`IHZz6SzseDW=Tl)-22YZF zHvf49sY3b}>lSz%?VA+y|O17<*0H$`rbriBpgHJN}Fl)9Ovkd}^i2P9$wW#0!P z0+yF8-6%?QxW*4y@Q&fM%37~dBtEO!{?HhPiIDhKK|`FoS}*eS&dXuGRnQsd<*Gfi zTghJz^R2@9J1@KWR^j^v63_Qx87qd_(=<0Ee?m1#v^6eL6kbHL{PiWy_Vxfv z;3?DDEXr0eyYA+7pXZ(5o*hja1Ok;1qjfmG#a~oM{ z9Dm=8(QzE##(ElO#QUTfrqwv}RwlpF{QPbTKPLIO4$NMuoLcUi1!Y`w#&xM*yVA=7 zfA_uyj_c%YEluN!`^~ESSh$~SdwT8w-|Z6PPIBLE(sNIG-?zrS?PdEbOs%Lr^4ooM z+-t}Em~|t)Yk#w|zij@4dLT|WHHh?`nlUIMPhI7q&!kc7`9?DuwWphgl}0`6RaYDJ zxrfS^9%|utn&YTljvA;E;7U*ZMwfk2e|JZX_(g3Vb?Z_8e(2~giu|j#KO6|gGXwqL zI#(n^&(p_nKzTXB+)g=ZI0}7pT6&(So~N$#IGX+Z=JYn6@WxZ%4uiYTiiV!&$??qj zb}lVSY^bchKfgKQj;G-9q!Wx8-H;!+|Cp5^c0Mqgwfm3xg?UI(QoneZH)epo0B9N8a*ka zw`Fk1yf|&1o}JPA^X4IXaU+esrqLfYxU4$2md4ZQ`+9MY4GuKM@ZWrFe=Mm9EXEzad19f{z(H&tlqgWpFYkPCnz`|H#h0!Neyr8;B0+*V;}C? z&Y^3$fShu3`3_Fu!EKCgx;d6F-*fn{@9yar|MlSDzI@;YK+d{($p<(3!_m$hJe?=L zbJd5pe{kjx?*1nqpb-Wve={PuqZACJgBMx?{G2^+;bJxfJ7OR|4D^UQf1+nt7+^V( z8wq2eX$(XToV#ySkBbeGj64V<1Eu7Jbkb-kmKmybBd!e8mVx}j)X0q;)AMJNk%3|} zkZ_(XosP%zGnhWzKiLmD?KFEv%-I2zv8z1sw zOa|$4AXN^u%Ns4Tf9Gu)V1kPqwR0eU4)jpy95({##W77r9yHW}sQN->z1Xe>D$?HE z2(bfYb|BS4z3ynYJu^4xy#sl7p!W_0;EN+{UJd zKRMA)&h*8qCa{V&cJZ!9UiLuThSBIo?Y`LG$;gu*{veRwf9T~s``iHIKyC!}fx)}+-T(Zk8uFBA$73=w}66VXpA}-BNJ#ux{BQXq9I~ z%NX_Iye_xMe;B5yzsJvvF*ZXO&NEWy7S5BtzKi)8KQjRMpkvWM8bY*&Ag;GKFB+=)P_UYAv0`H^*%)v32ubUL*3#E^acyJl z+ZZ1=#?Xy%cF$P6F<$Q$)TbN0MgEP^fnx+=7iJhYe|p9uj`50bF^yf|qi*yT9XUo& zj!~9fD5h>SgloPy8fVY63c zZ8Gu*z8&Lp-(q;XKwm|nzXSu1@xo(FF)c|Ecbs0Mliwnk$0+B;A4acA`X*j_jH!Oc zU7OMxf3ex=n+WbP%6p6ir|Bx9#nWp{`51Tp7MmWAkL)Y2QSM_T{1`32yBmwsV86uO zzl7$G(fc$XwFv+8ng(D<6!6R?Fy$+f5wU~twr2u%zZKD$9U$@xFy=qjoz|x zj2Sz|tR7wJkGRp8ALNlkWJojOR3t4EN%|&V$(Yk*NPDuW*4UL8W#6hCagjY`%&_v3 zgk{XrvdGC4*<4-|z6>d0o>^mVsbwNX&5(X(%uq9CvFTFXC`HYf4`lk5-07D5=_NPROa7?EKe}>EsfKHxh-%DLHRiK==Ddnr?JYCbd-kj$!Pc0A zt4q|C42{{mo*BQ!tYEj)Vad>#Uu?`le>UbR>ynwpjh-3L#;j;BiPK(^tBo1h#w=|^ zBDXHt8^`;Y5$+{t+>lgG^s7GaoatA6cDf;f-6O@_kOZ&KlNb5+#$0-1zP&Lg-%H}Y zXLi3a1K?Yhz?W2lW4^&LC*hd4Fp6m`TK8V^AHL;C9P=nfd5y>&U*0k@j#(R@f0-Q@ z6S8!yO+UZM5jp0O9CJ;s<`a^(`<}7#nbmU4eEE_bvjm~fYWHiF%^?xzkgD^_<{4Q* zpBX>jvVxA8LtoO1jyXu5c}mAzrmqQ4$E>Jh=F~B}>PrgNXP(v}mFr8gSDMbM^TDRq ztg$bNW$&qHhvc+MV4EJ$nB{iNe}p?E%auh*4QA+>b$86n`;xr(CBg5Q1$fL9{LCh- zjKe~d;P)*n@tC=I%x=6oVKqPS=QnwhpShIBe9N|HRr!_EH+h@K+|FbE=Xm<6V2rm+ z(qp#iw~W-q)ZobJ^Oo9r%zpjMkUb>Pu8uyd&b0kaHtuJ>?lGhHOWN;ee{S$0efUd) zaaydZbC9QRGL?_n%%2(0ZL*4_=;=Lk`j}mP%)q|7;LdX0Xw2pQ%=bR#gjYSnD{p)p zol|%oUl+yWG--^+M%&m{8@{ov#R_y%``{hJ32jw)H)uQ~=LPjiB-Nr~ zA9%=xOXE!0VGS zHgZ<`d{e6QTFnV9QE=5+l+CRwf$6twR;;C5?~?M~{-6BEr@HN?6$h-UueshQs@O+o z!MD!UL~IK<9t)&Anz=b8N&^OBZPO|fW)*I1SfXX|)pZ~p^FpH|1;G5<^sVZ^ap9j? zb!3YQTz0Ialh1Osh`_RX=1Hahy!w6_W6(Z9)LmT`d*e`>*29i=$Fvq~b?xs(b%Y8= zoFRfJ_Q8#l=%~igXDE}dY4v@pZ-Ms}NiMV{CV|IM7b=UveOAK992)u0CpJ0=Egzqx zwyB_eP_?dN1Ref%5ngV~tyx!psbY*BzQ->=>Qq@F2)}ZM1zsYp>_j%opQDogT{J>w zmUosDyU{YIB1JiW3Q-IKtCW_f|I)i=dh@D`;98Jfv&J|%rM(x$ot?6!VUM0CG>$)^ z6}UGhbI-4J*^_b~t%cgJls0}YO5X2W+gC@w(cr*@mC}>6L>c59e$LQAm!p6W+r2Bh z<;H^cF2})VPEhzM24ru}HFqxd=;*T`ISQ%$dwJp6(|g>cjeg*4Y|p+M1d!QBv<9!b zFNX}j-w5f_luiA6M|EF&E6aFyBjiBpNcQ&rx8XuS`~VL=e?j~!oZ&27_vH8Q4E(;@ z?elgh__f8|^fxdgXxegKlg{jKsxg`Jd{ccZ2RzN*79Z0Bz}pk!vEb{m;QJFm-IDdj z`)U~sB4}H^F>QUL+co{bzZW?t_T8ehg2xv$|8XkA$}2{8G!1SQC2gcz@wDa_fdoT9L`0MHQSGog|`p z7oGXo3!0Wcw)HnZ+scV~$E$6oo`lb9#}9$lt&E$;!H08&;MN`I%E}yM^@$ZO({Qzf z({zZFnl|nKAnwNfHfmp<3cCMu-8!vR2sxgnQ;+`%9AR4+YPCb2HW|!6DDQv&2fANA zWZJfb_1FJ3jnDiiV-l~ngesZB^UyJ9MY*|Yqx8Lq;&-h2r~&=bZ7xS2ikSaa{d8>~ zFGq1KnT12rzFadw!wu&`Bp)zVSWG82+AHQtTw=cu_@X%CWJSay5a0NFCkak~{LFxW zZv_Ffz=p7SHO52%5+#!%-Alko^!<+F?t;%9 zPvMZxE<;za4$lTB4BXj#v}+gqRuf|WhcgfSw;|?l=eKg^(Qvw>VC|_%7QZI()k*J^ zI~%SUpEjvzyKtBpxM15ABSFl{moPMYhP(?$=@w4yp>oPddCYA>CaJ zFeWpyX17b+2gZ8SUH>G8>s)Wa%Yu+mR_04f1=x#LYaM z+PiLH|E#iaksMI(6^qg#tnQsl;t!Uh{;JrH8M3u``Bn`=0G2LgMiaPlbY z^=p9fiZWgKG7Gp;C*Ih|{JP>BBLA)?-VPM+vQt1^ja^ztnzz{Q**akws7$oD^wPvj zgHg*-)YiS!MO%*!gh>~@d|8_Jd<2{%#^J#{t6n86ZjDbuPXZ)6@s@CDoZv372yZwYFzXR37qbZ)yH;_%tU7tZAAeFzp6Q#*8rIi zp{irF(Bl62H2hPr8P&Sg(q4;|+L`W!0mm8nrBi*bxQJmeRfkMSZ1s~JSvp#~fl2kY z&9xpUnG3gB8?Ax5<rQtvbFlGeO4#pJbL3QfB^{qQJw1MZ z?|2ph(Y2{lOJ}P;j!A3KyJy<+5@;VbAkN!r#3$jd>yx-r+H2HuA53zyr^bjxs20Wf zKuZ2?_5;!DpXl&a)F-T7{HD*p2h&-k5nq0Hb!O!-7rN$=IH}328tPm|-~xr--F^M< zWPKouz*plK?<&Fi$Wra+0_Za5JKa=jHOFc-M^~cj4G?aMv4!x+XJ=uyY7+uh1EQ>n zkrvexch~nOmr-ghUAp=D*>`Oz_E_ihl#^g>sk@FQ1Y)PZpRW}8Pd%$Y>?hOVg__sa zr8X%Ig*>t9Wn@$Pntyj{*8#=#ADU&}a2B8GQzvG1F6J;g;mmy(vD=rZWIldUD=BAq zk*Ad?hNLFNDMZ5#-L>mRMb3iCIpk@{bysSf9Sz4~t+GR5{J+k<7W{#hdvqMp!E(=h z5F1m1hdk?hO|q_^7R_I?_Gb;ShhnuIx@7}?XN)PQs0dZC1P;ZR-1vq-;r-LvVnW}OXoMXiq%1!_PA;(>Qxvk z3$yE?-v7Ap-Utj0o%WVArgercCtfaH`vn#V$#JU7JvA>V1pr4Mk2)nDJl9^4EwS5K zrSJG7csdwnLKKH^#VciHQUUjDaIdh*JAi-I_HwMEZD|pBM zMocjwP5bLQ#9z8Q#g*)!*E0{NU4&O^Ll`MpYc#ut2A{>6_d@acnb>Rt@EkXyh??{7e$k zOXOhnIeXk@LaOLy5%tMQBHHSc5ptg~vZYE@%lChs&i|rGr21|di&kccgD4;&qes#% zZ{zOn|CWv?E>5T>5t4Lr$(&{#yMF!Zx@xS|N5?F*41mo-wtf_BGPr6;h6!HH{!n_* zu5-&T{9>GVE|N7?RRpJ$_H5r?@cfDB+JL>T(OFnCbbUu8;mV@pG;eD7XY`>7!LBO( zQG}8#f|KY650mSq}pLX9ecq5pkTZrVLDPMVpw!vQ1DqY?5pYo&WlDTZDUt4t~MH5yR z2tHw9PL`@{h!qrU|DwurV56|@5HAtD%E~3?-vjQcK<(DwE13;gqZitmP9^Tws?@PV zeMpOk(;1?Va+jiGMlvr)Pe~a@5~s;H3=?eGd4nEbS3r1nhAQ#M9usL%Qkt5T9uN}D1{NkVY(sxJ=eMizTp}c7%u&}BhIY@+PK@K_{`>wIPTu&uw`*W$sNoM zUou2Z&1#H-9?2t7c7JO~OU${4_);B5>kmHCk+yfAAJJ>XU`l~BTeT8g)2ziJITRF~ zERt{yH7XvD;!jH$WzZ+4B9UGckTl{#6PVFjpKJ7Z%j(6znRcJm zD^X1+-<_62?s#!1fZ4$rKghM&=HVsA{cgY3>*^UxnekidQC#I$l<&8^3vl}+T^Msj zt=j065kzdKNfOM8`23*)PWIc!_FH8#BdeCq6*77h7Uy$*ln0QSgNM?%H?$R>xmr&* z-Xj~gBU;;*s4<&aH4Zev##Q#2Zar?-X4i|lJ!f2r5K1&t)zz_|ouwtVZgnxv9|UAK z_6ibR4#NxGAgE_~!NN1*%TG8pi6q=Zue3Ab{&kcA$B#G+rCQ$olf5^wx0d~sbvRMOo3bKbTE`$wCNLU zaY72j#wB^BfYhqNN((F)F7^X0#H-O0==4s#}?#h$3XN9z)i$GY0js9r+j@*$^7 z7ak$uXx0c2@M){a90)C6aB>?xttPnKrruP;;Masd4+oemh+veojSY_-mYa4|leQBU z9m~#Q-)Z4qb@cz)t)gm>sI}7QVni~kwJU3~R&`&8+{P-Dt^Z6XmRtX^?vjPE?5Xoj?O7s}QApG7aAT z%Z8_g*G%FkeXm$`@uX8UPY*NZI}z!V&` zoQm9`bOnQ$X9u-{F+!UJiFqIx_(=07ddez@IMD-al5W1!de4Zhf2T}Je+(Q?LI9pj zmkboQnfWCW+C}bAy%nxp@zV?;Cs;o1;^W=k9Uhd%wOmumLUONg%Y-BS!VqCsriZ8f z2DfuE3ff(!mQ3oHp|8r`vD5Y5XD~GR<3C>!FCZ-y(LW%HKLk!s_;q~3@cTQG&Y8;W{6!pU(^LA>*ZL z_r=E!)c2xN?A4iHs&w9?wralVr63xx81rEWYpKdW*2dt({ z7;(H%_4s14@%>}IRm{7{LFaPuM{P6f1~tG)_ilm7gSk0tqji#*Vdpbv=`J9n8DMo| zMyl9jf-_;j5u~R_wAC}u-JX%&pe-Mk3N+!&HfB6tNgN4SADm+~u(Ba@^v zx6tz&aE0iZHr$~lXjNI65)jyQczKpa=IP3bmv#b;+irFdn~x|E3;?QEMX?1%x_XRH z&#$6bU2gQ#iCOUy+SEbL8o&%NV@r zz^<2K_;ACxW%$LHQXtDxi86Eq7d)HpeDLw%0a6+&vpAjTDY}kgG zRLrr`$C}5Ud??la&e1y9>^bf_6TvbSPH+xMzG`iW)R8X7(~;Ez;QO8G4}Fpe~nz2YPst&!MW-s&68xgn4OenlCD+LgP6q2gTe%Qvbk5Shq$wWQ0KbPO;Hc?a=N*N!7dl(c}Ka9QSH zItA}KStpvu_*BbOirj+e1p}ZjBlSlz!lJH1T{29l8bp{1x6UK zT){8czJAe7<8dYq2QZGB$Q?^%$QFWg6+DwY4=Z8R(TEZ*@r`=4X@*X5gBMSWn@OZu z&@mcJpgy4uWW6e@yS?os33Z$JqS;?VCQ9R1BS2g%@xFt`Aa&nxILp$qvQlD-tLvu1 z;?Mv`w`i6)dmD>JaB&I+-(q?D7b5iP?!J+xh^vhPnUL?JZr?5D(YWDj$K&6`aE4FZ z4}Ry;6W~Lf-IqOp>A>_(abvw-_Vj1_x4UOHSN^WcyM*bf@}buB z<3+U*n!<8I5cut7yhCK{f`*6)A(O+(f;QZdB?*h4_Yujc!aterSQu|1{E^min7-hZ zwSE!h5OWM2_@uA(%jKIS9j@3NLjeb3y0k1iWoBMlG*%rlU(?^JDuPqPo|Ch`b%61( z)Zq}8>Gvak9h?gOuYPI8>PsQIZ>WAX5WNCB3(A#AXiA<>-7E=TqRV-qD*^8ytN6si z@ftjVj+)`xzopR1?1OQ%md>U47FO$v>V8_8(OR@Ci1Hyzq zq&#j;4OUU;E9Z{gEfcRP6Oc zgt*1!n?lybE8!0=vbHiY%QZ5!qTEfSz8c9<6UXz$fkq1u3m>f0FT~1vYsGeb>}vLk zB(g8F0^@4#!~L1r+r>ZuER{_Bj>=6J`w)dH_xJyAh+zr)NSv2|5IL4D=A_9o%x zQEQb;Wa$Qb9cP9Ng6gVtGjNt>Gs^0%bTDsO6d+G2Id_vl2E<0&B?$F$6;vV_s;aHOD53o~Ql)49= z;co(UnUCI4y4JhLZ>B$1PBXtg42n?20ApDYu}%67*eP9BnEH&=0Exvgv_`170E)x) z+9^Bicx-sLY=hAd7FS8QDv_N4OwQdPR*ypEgs-r6YAVDR_IK2C2|90+ut80y!Q zOG##z=`c9!k_r0R!0v1BFCXv7Vo0-nl&@V5QSYUf_R(xuf2nl|Ou;l~n)X#@&T7pX z(hw@CTU!0?f>?Eo=I}yd5;d7S4&vMlUdESxlzkm&DG(CZTRhw9Dm8IBu`F~HCS${ z4Zmg)MPwXfS^?U-f~in;KM{r8{9~c*xCwu{8E>%6?9;t|By2xU)P2K#a6S+3SXDdW z)CPCUle?@=!DgiezaQ(Fyf0`3s+}sEAHDDD*8s&H?V}Qx>CXmCB^BxPQ}vF01>*w zVyTUe2hgj?!-VD$m1B%RgqNX<&YweyQ0on4K`v?2fLwS;PqEBB(xu}fg)w`Dr2#yr`~CP9Yy$afb?5Sdlu2n zsvVtSfBeV`H_U*@20Z`$LaQ-4JYBrprh!?JM&SX(&idojLLPPQ`mm%)Q{Qn4D+DA%_j1+&r^k#qD99rp*Q6{4K^v;trwy^X*)TakG&rSH+;zW?rEFPd7^W?a~(X!{02e10VQ2 zJK>~^Twt$Ih|nH+TSXeqcp>%Q1wDw?BP;fm%UKI?BBj!*@! zPrfarQ;0EWc`T>wV({0kIfGkldH{5uVDi})InFv_O;rxAqgrAEv^y@lLi5?h!+<_~6;V3sw+Y>Uy)DrMj+NOfs(hZ6*@JqJV^DnT*yO;AQX{-(}RD$WZ$z}!XF-Y;b}XGq^x7rLqi2wxjq8|YC9 z>aEN~_hv*{jL52=b><|rN=L%_`KNV&6OT*|doC8|mDVo;~accsz ze@s=jA&Bq@z4*w+o?%iwSa#8NfzFbvzcsU(@%wp|E@kwh6|nuMJLs!~khciO zwUm`ZBK_JY&Ib!_cFbBYMnCmOuF@nl=JcQE)FwA(Rfk0QK=!2S#Qce`Uv$O7oR;H2 zQCItp4gqVj?xTH;qyT`*%TA;E+c7Q+=K*UT@r9jk)s!((yJ!=&LUiArEh<@*G*4lu zJZT)EzdtP#XCZt!)$<2<{Tv&r>&Fb{Dkcmwof%12_$D#y%=+1-I>n#z%uyj^^VXhK z!DBpwCrN5)j*Fw%d43sEQc-;avCJeV+u^J*lUMRF3q>oQC&0!WT5&%gdi9?)Ub!Th zk?SY1l1P$Kw2A%$_Br&qv+YUPc{ zpKL57=CpW8T+L~?1Kdqdn zTYZQ&SL#;2Nprv5Sm{t7HP3&f5sf=0Ep5`ze|gLS_)XXvRZUktXayK-fX1Y17x3Scjg@9aJ{;JEoUKqWQuq zU!KJevs-$K1l6)bFp$=dK|^dovGD$Yhp564-98j*;I2{#K!sS0pn{9!7;7B5$ZFK8 ziZkhq-v^@i^V&QZ&_uW^YO_twlgkkcKlc<2hqn(fGCioh!26l8t`+@RtLG4=ds{Vt zz{D#IcQP4Sd6t(eQ6KVM&y&}m;6Wg>2E9VmV^wJ!gEZhNtSs%}r4@@%x3v_``vlA^ zAt@MT_3M3?o2~7y!5y;~#Iu;z(g<4B@K<}84?w8WKtX-n%o%Qv_G&T7dDy2>{aNd8UwQI-A=Dfw*zTTMmm6WC%SDh~so0JS z3(>DSFI*O(p3TTBVexYuI+LnEOt`lwK%A9#xWDEPmsv1Z65;NXZ{(0$sc>CbMAm;_ zu>`)!Og>K{)z|x}Afi1v{A5~=4Odnz0kz+C1y`Ev*mPD`YB|LR{L8I^GYeZ%`x*rA zKe`ZKj6O0q;NZzRF0f~Pqtu{5VV$)Q1_Ix84c0N4*Nf@@wZTiU-P9JqhPb7tteiiA znIJ@7n0p3!-gOO&q&KKhJiDPn)T8%~+5>Xe5iUXT2%|6}`2~DeSh10!-p{ zi+PA9UWj(%6{m-OW6-gkPy}%m7!iW?B9z`>=AenBwnJuREp~3IxB(>I-bpk{4P2Ov zoD?-$&e*{5cMZU1=t(0P==)XGlh|u!Hh|9;XL8o91pAzL%sF|BY5-}T9-?sw3|ld% zb1cb+g7q_bt9S@$CXqW&LPt(s>c!xI4rX=7aEhUiN2wXOh!AO^+{&$>cD%gX;uZwA zC~k5_2>oC(LDd%omwJj29ith*CV1=29T_6dYr=-r-cw4bLP=KOMRfa^$J~?mKpugb z1g<)0qPSPpp5W8L61wp{gtBg}d%?5YN33%~Oi1mt^x7o`MD{8*32I6c*NKz5aA|4- z1u?tw`snZ=%{4DtHqIi~4`~6$s&mn=lgxYNe-EWb1)J_uL1`7T0~9I%{BMe~Z_qt# zeCgqAqXVI4dYRFX<9vD~=YvdXXxE+tp8EOx(Hufnegksrq)kFY%L3Du``%KjD71qk0HH7^9?T`lp5N@S1)<6f(O{3;)6#PE>kTF=fitWA!DI-r(>DZi<2K3< zJdh!UM5k!>NP?^z`KIbkKtSo37zz6m8WCkTnL7w##I1qQ1#Q0sPu3{Dvih;VUx?ei z0J8K`l%GA7jj+}eANWEh@XOe;DJrP}5*CJK(1^Z9Plr^nRW08RAkL!BP!*39cwF-f zG1ECJL5v*xwa&sRNTuFG4n9x)Xg-;oe2=wCwbXCqZ>wbKT$It%T0tIU?6%{L0#4{P z>G?)!=s1j#5p2%&7}J-RRcpk|7>?wRYrkLvAxltl=>)p9ADi%)KZ1mI>vyqc>yKfm zOkncs8nN-J*{A`Kjj%)ay?$PeG~73J)pY4x<$%PJPkZP+Z7qy4R6%p_uyDV|TKSy` z^0#)=5)>rm_&?&`K{T|!-Uz<6o{ci-T4LLRw@fw0Sh_*%RlU+uz6FYq@w58Qtrp}? z_!SHYsDa7T4#-H>6$r82Yd*|w0?|~lX+3A+%S@Uav_FIZuCR!ke~9F1_O_^;#o*{Y z3(8e=3TRq1*ng!*_~7-?kT~jbA6IhRq)R40-rS`5-8QdFrq2Q%S(UP}ZKpIR%&jlRf=XO$=^ngn?|1|y_Em044* zFoc><4}|5wEW-^q+Hy(CIxK$LyXNW3MR<>t+nOI1PTXcpOPpi_-oi+jiJ21>SW_2ZOY|nB7H=ywby((Cmy@Rg6-wrbo2XLDeHj<$=|2MlrP&Y zv_EXK2(^KoCd*05Bm&AZ)CJjaAtxfrzX?7~o;VEwO(ZIC;`HSN#LoCfIcpVh5NYT1 z(Q2x)7Re-xA?RL?dHw3N%$U#0?TMTeG>BcpSyBD?1okn^!IZ)hSwlSA&dgXz{ii1S zaW~p7R1lHJWeK!4&}nt=sdGF_Kf9-)mUgo2sUC1}g2D^j5_32c~p92SS z^Y=vr*NFNTJ~R|kRmf^FWqYp!zPl*uMaih>EERswWLudYN{q0FV{aFC6I#nKG)q=r z^E`gsu;&OVAGyI$#9vdDnDs+aHJTV?MaQMUBGObi5hRY-DU{Ngw+?nUWW|q^?f6Ux z`z=2uR+6rgPoeJ$4s0xr4cuf8h8&(>8OUli_B(ddPaNu5cp2juVwH2P25hao7h4ll zg0wzQ9u!t!U+QMmr-kaew_AWMBW=aY=O(!1fAkt9PQZu8Q+@G-3w;bS%7Kgz5HCyx zq=XW*q&w@~K^6E`Ka;7#U3Y`tpMTzYZOwApHHZAcz>es8~juaX+leWrJhTXZO{`mZ)iyo)y}%S=e#S z8T{BX+iebw%UG(0SDcXFJVu}wu z6>SKxZ{1c=yS6pNg>>;B?H#Mw9)4N2ybrh*%tAe)xIjhU{juwg@6KPdC7o~)l76-2 z$V=2olGDbjig;v?)}FoKBy|D79DclONei^7I>x62aAIAlIB=!>1rQ{JcV+OkUR(*SJFVY=j_6FMefMb~iVRGQJZY11m0X`t!E4~!hY8}2)!6yfNceIGQ+Ey)&0^lq_pT-vV0ymTUfqqfxrEs1vq_B^ ztpoAXw~3zYjZ6qm!QL&Y$DvIj&(n#o%x?7Qdb_6t!^8Xd2vfsb{JoLK>$CyTCU(<* zlss;B_+I%sX^&0`OcidZgHQp>znp0`ZtewH0_DA>qN+xh_xP^{DW_+r1cxj8J`p&c zZb##r9bRsXHeJ2w5~i;cYFuuZ;O?taf{?xaI;5Drt$CyKjE&2u+enlur5PNa%abkO zT&F>Algplw)0WE~UXE!Lx3k*K?kg&asiJ^K%I#Kt*V+o?8qsE^DIf596>v$&dp6Pj ze%pb5Chd>alVIsv)Lx5z;T7cfXKVdv$lWcToM9!0@WuL=#-%40*|IKp-^`g6B>g` zn~ZcnXGe5LB&4~_p>rS%hhRx?$(+~cj}Vy$8J@jL$5kv`(Tu1G%U>g29j6j~UgXG9 z=WeAkxS4sOvAiJjWZ~>0$p`4yN%`^{T@hehmxgs3?Y>`xgS(s>6|> z*R4Oul)UlAp7+>9_X^&`vn{e79(<+rvZzlFC*aI>6JR{N57*Q-Qe)>%x@DI60KUvnF9_R*%^-!Z2#!1 z-}5#Ia7Uh?y|ZbTqqYGzr*U-gzn?JO5Gc*!;5LWIwYL%Bf_;O@_8=W!zhL$5=f$Ms zLeU2QiJ;}$1wTd!4D|P)!Ce1Kxo7WO*d1~Ad<$=vhLQ%f5+xK?@JCoa8{+@%8zJW! zb<^*thMfARx5q~!s<_j-e$ISxph_f}_pMI7BBr>A4ZWHBt6X<&0ki{d57QAu;1^|I>gfhfZ^h3jS9=7S8%Rw{LiSArzh0m1tt_1CN9rWP+r z>yCZFbk;+Ojhk;NQ=`ekVny7J3kUr5j!zly%Ss}^L~6Z6v4~QdnC)mu!wV8Zxsu{( zNW&r-s|&NGYUFH9KRvkTd(d<#nu1R>-;ObIMgLK#$uTa|GnN_jy*SS z7>vTvb>5wBCIe5KdY3j{Z=0}XSBw8VfV`)-R}ZN7LFj)851IDR0j&B+LlIX0?jGFM zI(xAMvRrbYZanuMD;^l$^avUc``@=xD>u9Pu?`oxMw{vcUy6X2#cJRcTQqMIk?TnC zcr!Bgvnp;+8pYv5`}?!wQ%Lu#`P=MsQkT!$*!AZ7?I!Tn40}>u-4C>uNS`|a8Wt&3 z+V_IM`DNnR=n0gtErDshz`sK(k`>5c)hO16vf`7OHFCm1JWbdyMz-@@!sWKp^xZ^* z!}?6gTWj)M$1hjv*}Ld1;n0bCySE$cW_=rF_Q9&)^1_Gz+E=Qnq1OK^EF*3}Fym$j zvJq4D8#U>khM3lH_vcWdQl`r|9Z{tR(d{OMK$>h?jln2{`_DI3(d#_jl-s3yW~wW z0a+EYw`F961Ed4^sh{a|f1rM0*(LX246v!P>T;|X4#oAxAeyvGgc#4P3T3B6ZdLnX z*UGas|A-^v5{=tA@D;md^*{~UxNW!n#4g~nq3Xxm`^0SLLazG{*XCwxODv7J)yL`0n`=k>e%UbbFl|B@;`Q4Uq63&X_~;8#~pG;0B!le=N0 zGHB~%+C$$jP#~U>Zu>&BERVsJo~hfdtYpbW;?{U%iYDm-As}-Od;cAvx$|lO4xdLA?P23 z2lFldqJx)&>li^yX-M&KZA?ZF&bu{D+{C>rU{mv{zgV;y`StZE!nS|Da)`Y%Ppd$i zWW8x)6rZ{F$A5}$2Q)todQ~fq22=HN71)CaY3^2%11(!o0L#2T2>exHTes}B?Zno4 zn9#$PQ1=!5$d-9ED6(1@qAKUX*xPX4KSI$@A@_JHLfrOhh~ZQbqzI)n8b`G~pl1u$ z7KLl=>)E++4_C}p{vD6yPS@gN{pGI+Cg+~xvGGtx?maHgWm_JcXY!Jma8A<4R})Tp zb2n2MtHHH+0m5r>#iB2c<_iYVob-?~^9SXz9TyLuN9%g~4Y-~J3BZp`3g~uRAb=bQRwas$5>SQL?XCkM6%d4ZLbk0 z`#OnvaBcnK6+?Xn0?kmT6KALzGI{5t-`40X^k<2>Elupn?OJ|Le4lK#i2pikB9-

B4cLB=&Wl-!F?}V935aw(z0(Yj0Ttis9 z+ZkyweDWR}pO)J3&o2*=a0NP!ZDZz<7$KGH%<8}&q53l`%sJ@(czoi@N|bmW!AZFv zuAp@;8AZ-$%DYGI?;-U&Fz}#EM%tcESfX{ZvYUBs86u_#XL%RGW)098hP!K*#_BUPpg-|qx`5;^3pXB{Z+7$J zAMK#YF4mVDo@;MbL5^e`5{?^+!N_Rpa%AWxPPR6O_m2PzS3?*S+uh*kodWJCg6G`1 zs;1n0unH6z^9;vP!o{4L-7Og@T(7=YFJ}V-Xt)wm9O*WQ=<=I&c4q@7i3?LU;wM04 zn47OQjp7r_!}-5KNJ>Qu+q&;pxG(&Bsz`8{dM+_c^ixOhCd&Cyqiih7Hc^bIUxT;> zgD*9)+4*KtNAprRu(?cE78h^dOT~4(`~H!_$KlGz2^k&D-@;6!rjjgRGD&hH%hV-O zS~X-aKMea^AQmzHynhr>HVghGe(sfsszS%`4NZpV6VIX@wTEj{RJ#km=ynh~yT8HH?{*by9|pMI$gQ@o$b zp-<<(g+(RNa$O0*BdM|i)dmG1_(l^gMZ6-T3CEmNtLM}zk&iz%CHXVk2`RmWie$&x z@9#;8p_n7#n049K7R@F4YieVG!l6BVtkl%#@Yh{7x3m$(cIinY(KN?}rTF$OiZ+hK zON6GU964p*bI2@?e5;%5b5(d?banI^LEsSY~u@+vAcneX>M6_zBh0d zQk}bxvrNpPbkD7w`BH&hL$)4tzn?28_r>I6XwC(bM&sY^1q=PfNl!}*YFR%nJN%Zi zU}_qn2dU(&Nvak)bWUp2Yy=Z}RJ-ee`@ra3L|&pT{_Hc{*WSDV4wbkd*r+GnD39aT zN1rQ4MFj0a2v(9ZF@9if@Vxqd$R|n)y6(i|0-0I;`@1*n74d;Y;|?dknE|d1g#!U_ z*Rtb_-+k%tNpQ5ydhIAocx?Sw1)XJViOVEDvn)Sion7=1X>(~^c^q45Rn}ke8z%Ml zfrULO1fSt)A8`}%v!-wlE29!~DZ50%F()A(V_eTPGuJOl_{Ts;Gl>EV-gNJCjB{9V z^PZQ$e(1E_`zt=~II2Uq7=|L05>E{-m^!VDMibX78-X5Y6VkS-13wvI*tj|w)96Qt zQSrlV8?L2^#g(#mV>X_}Xhku0V|DHnbK#+P)VDk6!{oyaDYq?d$3s{-yQ6 zPElRjHU4q6niuYvgb2Q!FE1;kJVsCA7PF|BnP|K0#VK`yaKpt(Aimx;6D;Q|-yr{1 znB0Y*xyNquj>G9b`o+YC==DAn(u?~A!5w3zF5ZDv$pH|+Fg;M+fi=fD$cV13fw9_K z(Bupbj1SJQ?1N^kM;c?QEpvF`ALDLPNc)A6jW~3;Zkwh;4Q`7W8Dt*;U24f&bTQZG zy^S-UsDbH{iH&L;6(0L!T$ZbLe0cBV;*rF@mJ;-2n81xql;K*oXJj!$u9SA>IB6zp zqFXIYDgiv*JHgLRWZS5%;m;`YrF6qnUvS#Jx?Szb!){`kVtK$*TZ*z+n~=ezsJNG? zJrQEt3TlL+ag4ERE($_FhVTojg7p2z0{N!oukaB+5nk#ct3!^G(+ywng1}+Jn$2-f zm+UMYZ_<`21%ETO*D~&7*%b*O%j=7LL@CnDmH`j}%YeE+bb62e9HK|jDC0CIPF1lA zf;sp2!XG5@5{N@9Ey&d`?H%|PJnNruK1?2lNqSNCpf>XEGfA0f<`+ccJ}T_k<3RF@ z@mrDj&*ZGF%g`((CxAEp2yES=3W9na&bJvKT8|h!)OqN>UL!SQ1^}3eH^>$^jyVNNPiSqRppdy<1Cu5tg_lfQ z(0OKJ5elm3xmr4m>!@v<)E^s$%sY9v-_%L$VLRLkC2jWbPN?9bT zHeVVoHT05Ik3&_erv6vfTL#4uZDG5?ZP4HrT!Y)-4#C~s-8BSg+}+)s;O_3h-CYwj zNbt+~Zr!Tyo-==@Ywgv$_U@Xg>e}ml-X#T9L^(k6OaW_O5Qp)Xmgt-&Xsd`kAV+>c<&$w*I$%zpQiewa09+v18aS7T--=4s@=qT89YDgM95!gXBf;()LtV zOWY3w;M{r_Ws7{kTKV@dUQyHw0ZhF!3NOsxmCD(TL04*?&*{D*0O_CfsKccF6y|W9 z14w*bCdrWYQ_6J@FX!xb^3iC`hb@@{Vcl7qkS`a9!VCZ_X%GHD;l2!<_3v#Pi+Cjq;6IL)oe-rGgfe zZ$dBa!^~WSVu4lAF`u zRH`#{*}=?DxsJ+ir5V5-pNLRpk3#$t_%885E2Jl{_iy5(zYFyVy z#e)Zk_qm?rF(1`##)cvsVncrk0or?H8yC10a|e_QTBvH+7m7H#7=xsTB9;@o*=k!H z<{Jjo90bAdIrVwiTx5#gU;D6a}8smj=*0;2V&ykR?OAgxiI5^o zu7ELyDw>=>2izC|-L?YC<6NyytV7AQv7il5hx8ps=saSUi(f@R-G6 z=(Me$1-3mh7#ZT=7zn^=*f=C)htH60HLr+jhjY8=|Aw%n-+p|>ZW==Iz^KK<{JOpb zcWwQg#{hYxg;)TjMWypbFAyC3H*Zj6h@Vz6_3(IX( z_=fV&iL$PYIjg6OayI%8|F6Oiy{yzc#NU~=BP`4qAis@d&~c&rO^fZdlloH4%RJK$2y zbKsvET)j%ZSad+K>vxV}%7J83Z^nEayqeJXz1i@@BT>?*1b>=nC>1+&ITwnmiRgO# zxf9Xf3B)o_kwUZo$sg5|;>@ z&3)eBk(Cmwm}3oK=%CDT(>CwK#g6piVj@91t&NvJ+!XmN-He4giI+%7?put zl1gC6U&$~euLog)?aO`oeO@R{`&brn`|y)QbxviStP6SnKAaHs?r);V69C;^#4oI@ z{`%U^3f4&RF?!eHw@SwqHmLHQ2!D6D-TMRp{vsuC&;Oz@aDCpFqe8(y53hjCA$igg z$w9WX?pEacD&y)BLaJIY7`vnWIZJy-uIo>#JCxy>ROpWXZR3!reGpElO(K?~#dpJK z%9w$FB4nvcj}JK98X;v!Ccx{l#>_oeI%J;1;y}Yx8f}Nif>zcJGEe#QjCV*&`P^-V z%GbSz3cO}1(ujO1Rt%fklM*Ra_<+s>D~{rvhv8(#tGulizB|0D?+260l0{-J>sOMa zQEpcA!?_PPn4*vMo<`}n+{6eT!QUn4(MK4$cTN64YkGb;KAfL%VE{~F)-TX2u%e>f zVdMH|QWj4)iW4Hd;~`!R|7CN|O*WXJCYEz-Ozqf5RmRQIh3WrY#9f6Ml?6UDOQrUn$aVx~nV7=pz@?XY*LuhsXN8X6%8m!R=4A$W1`L2lPyS~g0Y4bu z4^(FxtLubRmOwAY8U8YG?90j6rS4mY0=41V_UqMl=hH)O*I&bKUUU_uh1#C(hf2ZQ z+wJbRhg{(57x3)S^WvcY_N*WXff($J=dfCP-TC9h_AZq8O-JMXqT%5{?%*=>t;gf_ zQgFNO33&JmJU?v%-E@1PftGg**!LEu_t#Q`1=P2T()Xjop6lCR6aL@81#+rcyKsL( zz8r|*F_S{7txE6=Bjb&U_dxGJV?z{;+Y?y21yegu0j)01EDiW_wbYCi4%jWQo`uXF zx3_9<_v+hGS&Lk2g~%9YZiRMSmG~jTMxY(BRi;I*%Ek=b&nKXe=RXZ(njNztMFOg8 zX3(6j#OBc2;r)TVMma`GbyY)Od-&C-GZTaBC2q-&{NfrA49PBMspx9^NE*_xMx`5h zRg*s$P?N|?NNXvMs@~mI5Fuz)1bbjb#;?kM;DuLRI+C|WA_eW2o?8d{Hq)@fkGaRP)eL-yi)7TK4t$evwbAm+0Cv=dxHk)o9s-JA#+X?(j|N7 zEFF8cT?U*xU&<#7m=TUS<3E*q#jX0TUvLD2X;uBa3=t;HIL?T;J1)LbcsoKv;%c_- z0L*7B28`If1X%t9LmZ9k#}l|sJ6D*|tEZQ4G>)m7ZcdBOQ5|uIizwJ2>_=PrD@91o zqsb+3&>=4}y_QS3w%($rr6FFB!mt}N?oy^rrfCev)M9g9hMKH3#9ppAre;4hJLUG@ z-G0m+W`OjI-5pjc4?Rz0_>hVxCzuNtpd-&RL0^WoTumN2n|_EhU9?%7Up%Qa z#K6#tAMMb@w(c=42ey@lT`8oa=GK&e4a7Vit;TQGLUX7vZl%_Ep`b<(UEG#t*@xEO zjM;(rNX~U3mGl=#{XOF+3PsfqNGRXNU8AkzNy8jLiC}Vy3*1OZsgsI0SS}=zeQvf^ z^>!QuuXRx4WuWn5%+b*nxlH7LHw_v0uluqHI{IqgQ9~Ab*F^RUIV+k)%1<*UbO8Km zRL>|kP?X}+CrKFq(v|Lc9?s3ob-3SHe~Thnei<) zg*b6%bu5&>0^Rfu#r{lz!i&f-pQJZJ{Egt9qo~+#Fb1_Yg)JdP^_^|q{fl7XX7KDZ zuOcmHQn`8gWtqJ!pVyI(fRreAgkh?r(+0gpyblQg;{;E)xS9XVLZ5Otw{rq>buhAu z9ydCn!_N*oQs%F!KD~N)n}*++!at!6=3O|Y&y;KIdL=+GpwBui3B|V?jG^BP;%VyB zGAGfq@FeDS@K;DPeET?QO4+IA!86pl40vdRhw5|-%{ag>Mi_M>01#G-FQ&{trTxo) zw#*LPPaI}M({Y5Z)Yal-jVGtsEJi#N0w3D28{aQ@H6J(JqT$jRiA!L#wsG;1(98(7 zF3oJ;R}e<4^^NW^&sp2ujEK|qp@-3e$6KyT7vl$&joJo=05t;e>K%JqIo_E7f#*1+hXbT%I<)?4q3?{K3P$yt; zG~CTNoXUs_@Yk_4jEZ`#6f_ zEO)BH35izwfa`phR2p-$pvIx-GS+IlAEta*cyxC{5*U(kOFJ_IQSE`^yy|}1HI?zW zqpPYFyJ5t0;=%0^Z=)R`G#d?lcgjiKR1@<`$KdKuTAwC+_a-!d8SaqlL1-wzf{vC~ zo5>Cx3bu-=KNr9WS=6B8-B~%oWVh3wCnUB{UGkqKDiF^Wha!IC9Y@Fs2|I*XaFW$+v*vyD zK@E&hCL!e#hf01buOg@O(5<9T@$;9flNh39-D)S?!=3W{dVlRjv!_q^Gtw)FaiB2) z8Kj0+E+A58zl9a`5Ku)KH4tHB&>OzYTh^e4(?rr0cEq|D=si?Fuz?ql?i>@qFV!p^7ti>_@*oR+N_wNgQX;aJ1Rn0cqhMptyIba1hQ@;V} zK0)3T{=B_?Lw!1F^i%#@0z!hknr&<`aMoK+l zUCBrQ1`+F-xKkwev=v-{a8>iV~BEQQCeTxp^94tqe1B>z)6*mQ5v1Wv@apI-#I4= z5ixLw*h3xh5!)D^kbvApH%TUW=*H5{a`&5@3LISX>p}_w@U<=UPxU$3NqwYk!>mQ{ zEwPa^1RCV8_qU-eir;kszv#a9|MHTx`1XAn1Vc>>wC-&$3j8KzgIBL~_rg!GgT{$d zm79}GjAV=u<-&7^vC@)q_Z<#QvTR_RnanKLWDl}!n;aI!Wtw4f?hM-_m(kRVdtqwu zM#zMfKq^6_0e-C6_O71V*OtT;oarY$QChgI^49E=8D#to9m;33<6W;%y%hjAs}uM^ z%O@_DN_s1F51a90fr{Gqqgo{aOZ?U4xXp6#yYFE(PQzf^+I)CTduiDOxMkzX zQg(OK%*2iS@cSWn$Zr6Lwz>pn>SE5@#x*Q{o?T|#EQ!zy9;)=%*dFHPX9PKaB-U*V zJd70UZe79lA;GykQnitn`EW$U%MfCM88jh%suT7%#dtY6&ur*!+Zk-p(xlN~=z> ziVi(Rg_;9lGnBuWWM76!hzq6VK7(ObsDg^Zc*!Kvp7*@`MTybe@uxjyIvI{<^!c8l z*3D1jU{(ccJYvnCj?p@mCq{@9bclHx+hxrYKv)XWdts8Sxz0p1kwb~Ak>k$_kp-24 zUP@ z#&$8y#pr!J+lZnQ11ftF%KxlXWDTsv5$YuGLwBq0Gcu3n4M(dAGV@v%m6TDY5A+*f z0+>h~YXLb)25>2;m17VZZQSsQP}OKJBpmUKUo~6~lr?(`92mHW05?x8NHF`Px}?S- zO&W^4)6fY2Npg6B(oCbTR$ z783XR>X@MPHf^S6pcC#|-&ZFNZ_QsYYg2u9Y>W5ZN!BG=^g zQwuc-n0;?k9epB&U;SRL~ls3Z%Wj#lewC z=vJ|1@fp?Fu8caX#)$M`Stv+8NZLxPIx0zfv~JRcUprkIf-JFt4spWR+3gBbq}r6g zPcSwt#>{OIzn*i*{@e+R-?TVgWOvtuVhsSoMh7uvkd>BQGx?Q!z;Emv!KrDd||okfI)v^HZ+REhV!OszlnQwgx4Q zju!e@TYId!X`6;le~q)7#~AS%(08jwZx0UX;xR@Enook7W7gd}^uicfLcp+(LhM!7J+<%o@K{6(g7kg~#@Ps0-Ru*QC z6NlcZ@snG`N>*hS_zrpQd}KauD56C zp%9CyT=#1j*~iPNq$>vcq>{A>G1;GZlLPPRKK#hzR%Nd z4ew^wjpux_10O?NemPvfToOFLdHl^wWuHcpYd#B}Pq{2HS?D=eanD)a-!SObA>j+& zz@F`#8(wVn)~}DyB2>RCO$HKCCb-B<|H_^iAJK-JYu#PE+@M)D%ydW%I~0}HMmmtW zV-FOTz0pikUZ(;bqq!}?PM81efj;8K4X*s}h4>x~u>@Oo3NOC;l%1Z^TcV84V3jumt zP;oaAO$pnGBO{9iPdlhI6Wsnwk|YErrnKmhf+MFHyY7e_Z-6M&WZk>DBljJ8a)f zn156!EXy*Ywdy@Lk@XwYKn0#{nN#L}@yX8}s9IO$J<22tSsdyg`f$E;Axyas^fl8| zuGso*AQQ0T(^|+J8J9YU#f=%TKB*42J?o`RPo<9mZ2vrerN0UV33l;DnujWT@W7bd$ha-5wI=3VFg*53 z;H*#sf~z|+I=?cA?4fbGxev{!H+ME82__kZtRuO&cK^r_zC=3}uF^``IXUW1ZB1sv zxw6=}C+-nCc@)cEEX|U4q;a&_vAM8IEMFYFb$t&@t(mqz7@PNgkeDX^eVC~8!`(;l zb-w}C=kbqaZuYfD?CYOJ1A&gW<14=(pguwipw=5jqE(zeY8PZK3xO)@)jA|5tMpls z*}(}*O`2tT-Jz87OqP?LAH*nmi*Q-NvC$4KgsOzntRPGBJ`A$ z&0JQP1GL*cv?&|Utq69g!`jpBz0;Do4&tQcy?;4QKc;)TiJvTnF$q0Mmd~&S!Q!~;!Eg7tgS4`B zaI7Csq%KB<{Q#F4FG^CZ_{=nlB~=AbrRrC5aLQD%v_O4}s{KVP;2J@4E?i>HSE#6v zkw{B z?STd64QA*ij5X_!?}|E6(8Y3*<9)J>7L-1v1BTMyKClwmeNh>!)R z1?`4*m{8)U4(1bP*_P-k`O_=lL$f!s*|HhVJ7Uv9NepgV*nP)?0sfemTJg;m8}QAMGbe3W&dl81`MIrO&M@XKO5sf0O^cizj*} z4Rn7@GvlS+i&>dM7CEZPMgJn84a~8j38sscnQQUe9%Dfbtp=YWk=^jkB$a9 zvGT}^!jm)kw4pheF3fGd6T{m+@)=@~%d0==mm--$XFN4kIJy$mMgrd2K?rceVN?W< zZU(EIUaKy_hwTF7#4%uL33zCx;ys!5hO!)olZs}gAHuT#MTjyN`pIG;(PRYQkNjxf zKWrp^Lf}0WRmZk-1r448Es>KS!Jn}CzeTkQMQVO_p8+ws29jhbMWjqCN_<|M4GX*7 zCs?4s3hNf8mphSx5=rD{i%@~{LPRUY14YDi6BsUhRyzYi_?pr<22{$ufBPA76zWEQ z)0~K%w$x(FTOx9^fjrU{2=w5G=q9Ey{1VrnGVN&0cCZ33bC2w-Wwh59X3q(ghfHI2 z^y{1T)g%M?##+#5^ZIA5fab~353LJ>;jy_Nm}gG{)W$o!5hX0S>I+wq+4l!_uwzHI z%#&KJk-!z$3aX|K)q&f|RC)?JXxYerp=uPgj^YyP#p7@k!q)wju?t5X)Xy8S`}t(% zD(o}v9w-eQK<7Kz8u_8(A4ceL>h%Oo1wqlW=MiWg5XsgPjw}<|I!hE0D$+yAI*T-` z;#Hvda+8~GDY4_!nU~2`L~?A~wxaqS@Qe zXSDuGsl2Rbpd2qz&DW=>{xyGXC_Q&r7b0|n$#g{{xPz6}Sr8Mi@k|8U{sM|-^Y+f> z7PHf2x|55f?WXuoJU8=_fXpF%v0)_mB^9K&FX10(g%Z3CYTE)0cmw^?EY z4M~7l@Yo0CkamOY^!S^N?(e6K7lziqVV@YLqA>W$q=1l2Uqj{hf3PiHLCyNz{yoIZ z^?`qbX1mGlm~wYp@pRk*|KvDzU9N0TQ2RN;8Ey&XV zT_!;Lz0tS$BdPwSMey~(;N7lob#!^RXTNv0WGc1TU8~>h{qORdyyRjE-)*xK=Wkm; zKjv>|GK}YcRQDgX+Y~wbMQ|5Zp-GL-tp6~cwvP_<(YjJ6D(rsiS@Uku)vM>v>1#)Z z=-s+L+$ZeP~_6YRa7(GZjv6GoD#t#y`Gz z&xeXHjhOt189~7L1tyGUxn=mx$Ibqq#d5B*PhEas21LIbI+gZ8K-EV_f@!1aN0UOQ z&c!pE;_~0mvn$lAMr}(JmL`N#W}Xw!GKv4o1~hU;D^a!0eTe=aR%N=mSoEk6W->nr zfZsj;Apq2Y|D*PQ{kTswwu|lq6iBj4zUS2#OfT?wCVwhk5X7PTsW~|GZ%cr2ado%XKgv6Y$7hVcvz>;(DB5@;W zg)v2<^Qet9M(^S!D{{|(BeTm_T~LbG!wWO0J4dLZL@94}#L;f==KAod`CLLoU)n;X zh>j|;wtA_5-yaMr(^WNuqlBjODb2nuax1BTaqR?7e4}rnfKXbjuJ)x`YPD>wfd8-p zQy;8=!))UOsb5&|gB4mmEf{+1XRsD^o_om3%AWO8u?Y^nSThyk*1@rOFOe<1V>#KI zN<-9A${JV@7UdG1!&`o`V&lUt(F!}%6j$U|`QuH|DBoeGe&eTw)ukftj==e)HA)3% z0$YByqHc9yKgk>yEOwcSdY1jwMrR`L?q2d))3(5GHojWt*}aBf0ApY^v`U93_d!4N zHp2f>c4N<8;h+)*qrRuwVvH|m%*PQg(V#=P~RY4WSw zHJ#0QE#i)1cU1scgQ^ZpM&Lf3;h)u3_+KYBpDMNls{N;~@C~ufrywRR-!!2L9BlG9 ztZYcYb+8dG)@!zNDxn-R+}cnyuX+zgi1cqQ^Wqt2wTKaHB|4w&`pA8TE6RxX37q6G(Dzx;53BaV!FCQ7m&Io7s}arGD^$2`!&Fzk2_!CPq@Y&qu9TERejc-Rn>NK~98I zc^O`JibPL`bFIYfTqb7mTeA+kHY)HPIZI}CE_6bcd;?_Ucus44MSBs--IePU`J8zb z9jgZ`MFUQiU&$Vb8w)g=KTSe!>-i%tNlk1+s3Ok_y+WK>ugm!Oc_b&mH$IV%VbK_i z3i^f>_aV0BP86jI#mu>uzyU!LUmhccYzt2N^7;c6IPcQ8-#aHZXyF%SlLidJNx`K{ zbY4=iQ|ZY^{Jtx{qz^pRs+C;8*c#i3+}a&tw~TrU1C{oDjawtnC;R-~@zVz3pZ{9B zjIy>nHCCW}|B?yq`$eT@Etr!hP-xW$ZB8A-x1N!F5YswLM`c;*0@On3SnOC?Sb1 zbSBD9pn&6eRGQQ&aWHasz#_OxK`oz~OWWCb=L)ICUIRuduta0Nk#YB8Q(H9{uJg;d zX((b3vtZ;)j5j*qt1;THoy{=e`G@n1Di-cyT5> zD#!80*c#vi^N$_(>3%l^PMwgdK3UIU z)duJlvfL7)Fw)4J`umo^bLtQu7yR`?d(ESA3*jGrocqJ~i)`PF7hUwy;EZOYpJ6-T z@0S(ly{Jac+!QaWapdhDG&7OplkBF2ZbK>Gv0$Qa<*?FOMmQRo^I%V)0>R8A0{Wjr zZ%Z=uea#RuN{DsE4Q1qlTa)-dTHi>tbb$eI>YUJbq{~K7xwS%Dh8))udW7OF8)h-w z=GNdk8^-kqJKz#?eYVaefl0i*Bw`405;7;rboiXVPdQY1VoP~g3aE?c2nu$ZkGilL zhJ1<%_=dIM2>5b@h{RRyXXCNR4WgJbD9v<6@zev^BDiEJ<3B>OrUa%i-Kqcb>I0Bb zQkEcILy~c5O5ARhLy;Lxtq0XbDW^Sp@ob2*Ja1PR#JL|J6j%a8N?M;j4Fn4ja`gAV z)~-tW*2XH4$K34?|Z&5}k%*boX^)&<1n{&{I717Vn)tWSjS!H|0K z3pW^}V?1wP5s$&2;ik2^tYUNx=K%psB;iBoG0j)_JUgT+I^k}s2HG2< z3f%aB%y#tmY}aiJ@d(VDCir~lTcoK{94lx`J&ZFy*rx&z6$Kg+R)`+O7?A4mC?Jlw zSz#<9T%sr&P)B=;ZNwEUbjKHl4h{zkQ*c-z#NhQ*Hp;E>IajK)gU&dJ>rA zIV$XMm}cV16r(V?;b@RjK*y_u-Q%LVo^p|%Yc(3ag0}O28CG{)e{&Nsa+Bh{hml6RugP0NwckLZnrwXX=E;BAJfORM-W_lg>$3QMAV-7CTM8m>r|lz0=Ab!K<4D%<6}}V#Iy2v3jQ5A?e&C>+V0mD@C0D6|CjSBB5^eG+rtw*OfHmLwK%1 zNrE$+XR=`kQ(l2^g#pzNOjeDqC6Cm{!(7~!SZy|Gr*$Yf%pz&x+_b|P z+^#mA()i){j<W$;Pe+U$aw$ci)k!?wSdrci3Npd>tKZ;5oAO8Gpoegu}XS1Kh@uoh?L!cQniL-Bi}Zx>O&wtU-bB#AUZt8lzkCleQk z_orq>_v7{qh&X@E?)FiVkNOHv#uS-r5KT%>l(^X#=|p5YV0Lys@^Oe-Pfli^sv87B zx{l7E{AIkba=Yn}5+Wq+K&-iG1Gxx;g**|%b{R8IkcD&9wjmDS$K-TW%8zYn|Ca)M zG3X2q%FeHp5W~g$Nu>i_Ildo9)^F?J=nz>sQM!1Zs6@yf9N#KB19`OCmE;=~anY{V zElbL_xUgsSVl9}>f`<~oTtT(QL znppEv|LLvrh8A<+3J=yMk)Ha+HjH||roB!cZ|$BhLS`GLL4R1#!av6b0fzGP@5))U z5}{U;KbaP+@?K)2r9Xo&DnClYVsvqdSc&@sVOhP?RX7_k4!t#Jv)}3$xjxXcj7%q< zmncnkeJ4+;+;1jQ`r~;~l;3G54B!`k!ERLKRy`Db2|L{@S>f=4OR~o;3N6msza%Vn zZz?x75(x>ClIj1+V?#4F+hRi8Oq?3%e5_0i_yYIE20qB8B;LA5{cwah#&q;w#N#-< zh2!yu1?;zQuCyrD7xHL9zlDZ?@`suRM zq$Dsu`Y2@{@+&9{^bsw&-RA{yAw>TzkA7yLQ^Dt=m(X1dl%vFA_KpUT8S-oluZ={j z2K7}$Aj#?FEU@NasbH+ZL-d6dwTzx#wqdvduEL;HGcEy zadt3C`1pSKm=J$1hlki`#a=Z`bg^s1T{y)e5J|3z{_PDoW=t|LBOEKP+MJ8nDqGo=!3Jq9@?MgjRmp;MC~3vJ;6vPEr2 z4K`fZCCLuAWKhhsz^euB#U-ZjxIUCrD2^igV^X#X{zExS@uDUpGOUi;(7D;vmb}qg z4?a;y2pxP9nTH$}b4usDWoM|<`adGIa!O?A$y*(YzV=VxMeinG8ltWT=hEzcB=k?i z$DB%k7Askd9bK(TrwUQN*tT#8_aIVkIPQ@=*!|NN>9kAU0irtzwwbPV@jWmk?yp`O zqi=KT@HWctUjr6?SMfzQU$)$22(X6hII*Kh7t(xl**&UYuvas!dGFKYHRft^a8+&Z zVD!hxEXW^vr>D3yRSwTVICal5iA9A;Z*`0nq$|x)@q&p8*khV4OJs^1J@U@9oE1)XLX(0dtjOR!g*mRcoo-K|Om) zWa({<|3F6DO~qy(Z6v@~)~A;GR6SPf5GbjVmb|^YwiPQ76=a16mCLCOGGmE5ekx#Q zpR*-CW-ssLYP8s8y0A{a+dT_myE-BgE(lGyQgPS+4*c#S}n2=UpMUje3YV6J2X{b^ok;G z{`^qq)v3Z{8+`($(iMz6R`%a~3x3^M^cA4JcckSCtCgKf) z+f*=t15AG@_)dzZ%bk6(KyP_V3k#Jf{kEraFN9A zr)*s`l_TwG59bo3df4?!H)EUCo+6>wBX*S>O~f8<(pw~MQ=9Bh!!ME>5L%;VxLEr6 zUbW~Gg};t6LHPWTc+#{d&ldk_CvlN}jna*K4p4eMY1$?j8%q6x3GMMr#Pe?vxu+Dg zQv1LST}$(&Pk_=it)we`ny2mNs+K+GdG_!*F=^CDq6t>tpgDgdwXgu^3;k`E^|TtALmI4XD#{HBS@V*IqE}oQ z4zM3OW1ukn1<_VS6w9YoQ|?H(>~{epWq~e!i#+6nLX^+mEO%Sz$z}G9 z$=li%BSLaZkAbqX&4+7W$1W{7KbKdccEX>}KQ^cp5{L{uo`UX7w z`n|EgiHnHX%U~K~TunNcm-_{M+fAnVv(W`qp-`jo`Zv1|vl+!OUYbD$p9doypL+qr zEC|ScVZoB_*|7oBcQI-~?-%Xw&5O$)z8LJ6WE_X$!y$_G3zr;+h0ancop_dwAlt z(Oh5LJDqt@+rYzCM@O|_HyPBdxXK~8%>;REYO9Akqeo>N$<1Pqu=IH!AK&zTSrL@h1NXQy@^?zq}a{ ze^RYCLTG@FWX_IQy{}m^j!*;epBQMAs+NCH^P8hCN2$!C6Q@-7w;n;R+=*h4tR(R( z>q5-(<){v*5K*?n3X4%Ap;H%D6Z>ueBZA>DVMx!2SZ=koJv<@A@%(hz#^8^e(hbeI zSRBb=I2YObadcVI1(G!)I{7RlWBdElV$i>HwNm;YRF1>LS=Xh>#B$D(;i+mfsK@$~ z10rR7N<$)L?h!VmQ6`<<`1cRe|4I+vp$6N(sUw=%o4U9}`ApSpOheZ{l9$t@t>!UfBApUPI*~A{=YPR{6FXa{cHN4|Lg2Eef;l#H2)~|sWIAQTE&rbe(=|$5i)v-lI%8Z|6Tg z{{3IhXDPTsIeyIB`GfPn=e_g!9LMremLKa;KmPsyeEj+K=X{kJKhHn-CgpsSUtH-| z4>BJ=mKDESe$?uJ-|rvGdC?>Po+tU$?|*gwvu9n)e|R8%@$+BZJwAE=^vmDy_P_f5 zukODdKeqZGzx^+M{;Ruh$B+G#qj@?%;SoR2r?@YtbpMXq|LXU@y8nLsIOhF7E_=WF z{jcty&tII9^MUuM?FF{w$F#4%YZm_E_rJXVIdXGe|KkIH@XHJQ@(Gsn+vVjyz7GB3 z_rJXVHnHn}`2N56{a?BNg5MuM^1j>_^891kmTn<0=QWR+h+8XeREzfnAm=AYg3gYD zrfDIvpP%DIrt^#Jn~)O7wCzN;ofn$+ALq15MCxMXY_ZR}twc7?I3n|Gq|TX0J@l*f zM>%|3q_N^L$-~%Xb zmrXy~Rw0=KMdZBPS0c3PPV2I}&&>DC?H$g~#zD_qON1;%zk^};JV$yr&V>=(CCL;S1&^)hyM7F&enaU<4A4JykUzNyOi;-no zb)mWosy~*Uz`X13%a47XiIk-n;mkde%x???e@lcW-F~(Vo`N+8LODFAy5uk)g_9o0 zy6;A&9Tx&rGNJP;Y%@F68pyKhXMXwf>1SQJYz7M69l$h05c0Y3t{CSNn)sQ4%o8rN z|2PhRzQ%t3>wFF(C6HABR?8%Wy2}Y^66AfO@B_idDr8wIk-7_6If;NQ=d4VEAV4RA zF%UrM1yU9wRl<8BrS3)`yeDveC`c3#s&Rmdo(HPlOk`SDBkRg1bZc60pUqPu?=wU< z3ChI~Wp~*;v-4ggs3)@eM(0fA=R4=Ke|1iOs(sdlmgO*1R$XYG)#()DIuj||Y-Htl zok*@mPI1usy{aX=F96Pb1MMY3}OQx-C>x^g`i`9lZ>ED?gh1JW1G=Uyy- zc|Vbbg0an<<$0;+#HmK=dWJrN0fm%`D_OW~^sp`e}3UeDEj-G~&e=qFOS9%$L*g(hkh%lRQCJ=GfLiR@D#l++x5)Aj@; zspqb=a=_|2b0$vY9Pf2P&=H|N`SaCtZQ#e6_(6nFtv(S9rI1`Xk)d@FSuM?NKRFQ$ z*m*3A3!h?rY5_njs3$U?`wEcr3Hbr*!etv!-VIW8UriMNGzNrVJpf1X!1$i_OcqU-QyfL8U6>CLvJ=tVfgCUS{DO1)%!^bxAeJBqX<3LAEjEjPlqYDpQXeT@ z2eg)gt+*JXOwk~~4+L4-^s_9fUwl+6ZBssxbL~z*P9X&X(ZOa~u(~fsDi(#Z$BH!T z_qm*7sqOVd);!}vTTHt1+fk@aL_&1}_;k6f6r3-9Ol;vm&c7PTSp7>(}g68(cuX{`@5nLHx@cd9v0M64v^;?_^&{l|e#7<I@dWC$8-Xqf1TXl-ud*F~`jHnUekX|3#1-R< zpQS(>I}yI;IhgCbvF+)N0Waz?X^T6N31g9=nPz^#b6D`ofEEqdiDW2IC*qyD6iHn^ zcmNYZsmnWtP!~F15E_4Ox**;M+wh4j9-qwCtbM59d?-XSyHFQTM6%=*&yI_3vDD$I zAcGl40}jpEdB=%=;6yZ$a6M>HCvfh%d^r3*^FMes0Tlw5H|mH$RtX&btErXG69P7r z6Tv|&34-zoXwnv!7l~J{F>6l*9~KBcB9K|)l{F`lAn1gEtnua|b5&kqJ3SGM6mKB~ z;6x~2SvvqPlqFxdt5&)b$sG2@2TGVimZR{d79JQ!pzEA}2+o4I(0S;EmJFzBcbaU! z%d=O=>5$0b;WbOAokwvX{9Xyji~~R}v520h;4Npp&X$eP8kKV#NX~Pyq%eB}OMn)R z&?#5i(@sQ!nZ3iFM`tJ+0E$%F6Dj;;6Sa&lT3-%|R6F>c$Vx$+LR~!(3F;JUF?6Wu zu+1Q!$88FK>IBtX)8>S5Yy{+m_&i>3(EnjPkT{nXBXu6N zH)#4(^+D)7Me_tnbJfJ3th^sy_2Alm0+iVk*tjZxokwU{SZ8e_XPW{$Q6o=6u>S(l zN&GxOpTeS%;NYK!Wqfe}+M148!fL|hw%)(Y-k=SlgL$FnIz!r8>Z2!;xXY5F+N#4wA&PC=R5SDK*C_Qc6}o_--+ zN42(lwwF_5KdKMsXB)DX@JZBRfvBC$ss;<_*)FGyo^5HS=OOsW?5!ir**@o7 z;^)im0K3(pjr(jDiXcoT{AjzZU}t;N_!QoM>1;!PN(82Jq-jy%4>D|AXLI3JzQbvf z*`C!rH+M8WdJ|O{v}b<4T?!e@F)3f-hRCCT z&3SdUp~xOw!IJ=JI2b*u9_QJ4-}rPZH{`QjIk=L&O@~o@3|g|zgEcp0d@YXd32-)4 z3)8k}HdG(4U=^1*%$zOT%+Dwb*(sc7dzmPFGF5FeF9hM^;K@vSRPQclo0Daw&dc_B z0_O5jsWqM_ZCIHo>}qoEtX=`mHpZP=lY`fnmG^8*2iR!m<>bqpt(z?Em~0v!*mybl zv~!$ibWW~Nh*w#BkDYseBEZ?U+fcLaG`w+_n4+%AHCkx_VHM0Z6$#&(^0TCn*ISixa8d|M-hdHZvI9XSHeW zg^_-92U>e4d{fSrYHKen`<%U1vz{7Nh5%KYXmg>3fWSl*4eNg%+C>+W&Ln^a+q`(| zt};AO7vqvtZLNhycpL)gY=x4?HR=TDA;_>)o$bYj*}U7h6(sa^T9h$dHQDM&)oVwxgDC6f8EQmf~~OVk;_? ze2U64%MbUYg0L&{&yd5y%2$ z-PyzaWaH(mMezh|yTs_rW3}1*bKo4Fguv|sL@R31IV;Q+Ct%~|e0b?7Va%Mu(L`IO zENZe`!d`!H$mS>KOVO4`i%T^iBYd_AvV>)mmdGSTmd)bbu7n+PriwyH6X? z67i53id8RFz1*dD!R(~=A<*_qL-!ChCw+XauBK7;ku#>#( zHQ{a0W^~)G())&X-|>b$vEMY?rkeU)b=Y@@ow?Xg)AsJ$_MToffEOL%p+(#jji!pE zyDoB9Rt9ZGj)0rK)2T#!vO#Nls8xgBbyv+kLU&7@@-}F9gZ^i~`lTV>lt}7(gPwmm zXrhCz+H12Pq3)($-+d~?gT|~#hhC-blx{xPpqD>2_or%q)BQiuKf;1Wt zo<@eJ5#na0XjY8W%otBI$BP*RaY((Hq_?A_(abnC~{|#WuBOq#ljforPQW@5}r>+Q&EONtXfrX<&aE;O`dthXFs02L90j zz`4^L1WylwJPfJ17@jVOr-y%{_h5XC9*#8nKn5?#tTV{vM|p9z?6CWH-k8B(GkA1v zPM?p5SBSor!EZEpmgs!yeNTgX>d-Oya$vo9xCS5C-A#6Pr0LW*I@{hHa-Gv|^y{T} z=ilfcym=8nMlT~byL5L$zPKu(-F4o~(c>wvXzJafgXi?kxqA1&KD>Xl>Eqp%JGy%x zF5#!wIDO+;emI{W9_kk_c6xPnkM8ih&-}%&o?e~rql5nL#eebir`K?RF=XH#SMU;h zkX{26h8TuhoWsX!CmF}TaV|djg0_z^7_4SP8iukWF-0Kk$c8eM_(nppt z{%Z_B8zR&c#nuP0JtE!GYdG8xGN-V*E~;*byi0H4d1DA)mR*187Up-41x#-NgKt5F zG&gmDheL4UqWG^aesK(Oe2IeWBPG9DG-c|;DaVk@F)Z^QyZP1PJ5v|n`4R*=28!OJ zNxxdeY3f5x$FS5fboCzJ`qg4!Qy&ET7AX6OrM<=58tGzk6@fd%?T(?nn+!r%^zS1= zIK74ukDGBzg`R=)LuCEt#E~obehARt6;0R&@sEN2wnkpb z0At3$76!;Jtzb+&$g)ax=?Oy$gFZ>Rr#U=RA%<*;M@E0eGwVXhBV%gDn7;AI@p$He zBtt{4$TOYfo^$dwDLSq&YGmY$EbE?spjx@`B)}<_sc}=vW(h1|{GcjsRo_Zu$J#w(*HyIPPUUIqm ze6Oz|CoF$`y(W&0$z`_$w68HoExjhP4asizj5s5=q`CBxS2w2K*Im+Cd`c%lbbV6Yvp^r2qDoU8(@9@4PH$PML*{CFPi}ptzutdxWItZhXkisjw@lkH8CMy*eZuaT z)yvG^bW8mm(}S5p+-DGvS;n&XrY;qEOjpiME5D^Qk9p7dTZ+W!XX5mq(nO+;|NdV- zdbWxOQ^wDaJC_E2_hi>lyJO+F0T=s5*W&?w!_e{SGFMy9mg_D4{a-%*@wdctw&_Rw zPi%k3)4D9@4*1*8^v6H{Vfw=fe*E_5^q>Cl55N8ExpV$l{0saGCKN0b&tK*CtBha$ z({J7A9hS^^#s(DHANjr}0l5;{1GxGGQ%CF5fU8f?X)>X6&i2+J+VwftTaRehVWwZh5kMX0`PCM(1rJ^|EW&U7MWpgw2JB~xzKVZLd8&jsp8Z`_Zlw3LXr{5FAQix>PfLe8MZpJ&6r~5FS*|9|1?Nfc(?H_!W zd|g18DcWxaKpqF(Q4fXY^+adu^LmLY>qKj3+eSO!RQEL^iA~sxW60e6yJ&W6`vPy zC?@KwA@SvXy=eLg-2ChTN-}?roEd@60sJKm()#EBoN$7}IqMuW9I}6YG+@Dr&rOyjF!c%I%lL$?yfHAVZ-8HiDL~UpfIwg6~KKOrg_jfa9D4Kj_ zk`=_?VNa~7Z!ezU=fyw!wpM^Ry&J%Q?Ux*+XiIQB!~`M^rU4a)$L@Lve5X05lI%R(L03&03WW|KlrE%npCNJ(UdA8F> zC#sOihva@DX89@15O9CEsC)T#TTi@u?XY;u3EqjfEN7Q^uR2nPc&|FyT;jbdiun@n z07ASOjdS$kEuPJh_-_hJ#C5bo`RNx*My2d7;U9_=RK7eEPD5Ji*lU8a;v!sY%*twR%5 zO88B5Dc}!bKII$n4_qJ4;ehh>^W#FQLqryaKH;gk*20*ywdSWHWVlxtLTt(2ejhDe z|Fg9ZdByc(elLF-^?CKw+Mn0`TaS3YxWfGn@S+Tj;Xo?7@8?I4aK%EKW4k*5Gu~3x zyiWz-%z6?Urx2mzi9pMp$H7gF1FdSULsqoMfdJD@v5`_84tl#ji9qwpv9}`n2$z7S z2PLGn^&X#rByPjB;7_(^L9fCKwwp+X^jr)i#}Y6vEku83ccfnTK@sJmH|G>I!jY(Z zTT(byu}xD4^XTfSXn||Py@rwszLr`2g2UYw-V5>4{UtNUI(JKNk3>Aw<~=D!$_8bxzHXr$NbDeK(j#^uWvuv=b>$1xy)7po;Hn9@-fW0D< z!u;BkaTvQUt=(4R3yJ0ULbx8^z9yGHeDHE<7r@kDNI zhyQ5PR?Oh1B8#-J&MjV_4@?E|xZ3B3n7E8yNEe)hF`F>{NjE7v*I)_%9FX={n_ND( zw$@A`i4dhNo}5gym2GO z(N=$~_h%sKT8I&A=51@+95S|X@bI*s4lk=5UapPVJgEo?RZN**L_j}UM*5FPXVK#$ zOFo{W0Qo3(M&kK5u9*#CiUos`%5iPsMIkQT9**FvJ#{@C(c@$O)s}|vq|II(I9@yb-ASQW z-eC{z!FVcek4|GNiv}mQap&Z88$AN?$bHtjI0gqhJ=Uxk3vBdt_W072yDRhPYHv>Q z?*Qx|es@^?jeK=qbW@OPEzwj;?)v9!iMX zp9oes2)`7YTFQ8Dw^|IgSOG|%T3WZ+M zA~jy04Q(0tvbLtXlzXcmM4$6Pes6EWKR+5!8;d|3=NzSh9c8BWz>LHfIswk~#OP0pc7FKNrFMSF<^dFED@_LLjrPj9W{SNd#!-W|Dwq>}SfJ(|}5L|Ye|5iFNlbK%@> zBjENm01KyJyv5Ab`D&4r?HYl?sL1$p=B&9|wSRv$uh%cK@GmWo2>a2q6|b+hzWCSG z4vFx!TAR0W>$7Wbi&B4ivS+u#0R0lJ8O(EPf3`tr9W+8+Q;Q`p|Jeh$fBK3~a6O;C z&$HR&Ilk^*;~b5TpPs-q9B#+;Bw4K~!Rv;DK8nO%Uh#@_yTr!g#`Wz#Yo#N7lEL-`G{)>`hPZe}8$q{Cg^B zomZD+Uh!kIg{_Ob!*f7eJU`6#f#B1<%pkbgr)@unuq%I(RZYzSk_ayHD(@nS1eb^T z_Bwp*^-(SB^{Ib#n?L=|$3-^%RR8YB{pEFj@AFs$`ua>J$GGY{{hsIf)pdUF^VmxO zhYAx}`C4^h#{A##IKQ~e?|qu%5YNZo`LTX+ncw*|Gw3sR5$5pB=3-h}vVZ^M{PH@# z_j&Ts5{ZBQuIKsHb$;*jAliK`fB*CR>N>xE9u|%&NMX3eG0&iq=pqrnh|sukB1&2U z!l0Jw+@kX+u+0udpT+Y6U@!g^{UbnDM=6VyV~z|PAhdxbK(PbJ7y%@1ui)<)xjUN{ zV==7&;c=R|ZU$CH`qbIESAcldtg|Ejfh-R86z6{n5E?0gklqN%MJi`CJ1ZCv-8(?? zW`uUqIy=lA2+jUL{Dhgt9bQQ3)_{tmlw|<|LR%h^_;mZJ1(7fQ7?adUAX#)uUF_(* zMJEP_)j5b8nQMo(7%l+NeN#2K{DSs4)kr*>*CRqil}0_UBF6!u910bv?4!dMxg3PdIY z@CfbEiRb;QL@^+nJpatG41~E}$apA$r~nEWippk4aphTgQvh`P?C35aEhD2uALjBh zks}L|-GjLvZtu?hm_20n>DBC%RUp;rAX$I(LVy?sQ%Q&+K+}6NRR$2+RqE6Ry2@va z=e0OfZwqo|K-IZ}O1K8H z+_C_HFwJIJ9aIT~K?=+`JmNx;U^w|_*))7LC}UR>KrGcP8$fjX8gw0i7W4Zp9>?6W zD@ASugcdiDl8FRvbwuGJS9lV%DY1XlYwhabw`Fl*ARx+zTbv;WME6?6)RGAKUd3~8 z`r*t{&(ms#jAb#y2$0P=wK^05sYmLvV}Xdjakd0itFKGj9YE-{I>~m93+u?a%+7|L zg9eP;g_{wj(9R|Z0wVUwIbO872wXN9oFMwv7I8rdp%Vd#z!Iuz4`qjJJR5%|LAxQE zYH*=!fJf2AoFV|0NGPtGkvaP}M@fcgmdA_DaW8VF0onD0tDJZ(4H*dOX_h$(LI7IL z?x@sTAj&eFoze(|(N8T`8Az~3PU3zC#Jqld`dN=%#SF0oQxp*0e{u315PC0`MGUZl zm_h_m)COLwvT>Kt6;2>44O)NpBmfL$UTi@;MH9;Vp#JX3wh(riWb@n@u?5t<6q;*jo3nsXSY<5=a%BX!_$OaTF6Tt(KJxVo3a5bbx^0HoqzcP&nVl_uaaoMLT=UtwKgZAoQo0?JNajk%d+ z-!Zo#kg1WyS^>p&y81$g2PAS0C($s?+)df`2B6K9d#V<4@1{zIFjwZJY9w`v8HGD| z1J|%F3QMSyh(PDXp#^_HBR*=5l^&_WP92rZV<;JA zQFDwtH{4n3jbzo|geuUo7@4g~>4AWhP^CO|nSt$mQmvcZa`iK%&CiQzA;<{18(C*x z$W);a$wL1--p>bf<4 z#Zqh3h;#f*x1TKt3yHa?SDPYL6i8CN4(`nDyx3r#d*(jXw{3@#)xbNW^SN0Xs7^@V+l))HsWPz>0>@S zEs^v+lSD#@Vl#j0>|#>$V!jKkUj8_9%iZ&GjNNUW`{Nz>GKw#xQxLd;x4l0mE~O<- z#@s0iq^z?!!GOTZow^g~;t+v$Oa;R5uInhfNNl^~?hWHtnDb%K!^G43HfKh|UY(q4hVk=D*1IE<}II9oTFAD}TeudEc`sFM!OE zvf7a1Z%BH=M9Ag<5f;w#A!kT+)rgtw$n_48Mx@T6SI@gkn%$rhiLTkebliYV0Tb zj6l|`<{}0qAb#l5j6mMM=F8y3uo6LG1d`SUByR8RVb0A8oGnSlrTx<*rkhOEiZ#h35%4RMM+Sx+F~B_ zqouw3^A)qI)Et{~*`11?Rdgm1A_-NU;$&Hz7u0A(=3vHy3Mb)3#FbSx*0s`wWRjZ9 z<2;wmHlfMPLO?`6bc9BWK&?p{EpL_x@&12HP^|%>RcJYWwCjlC<_KE%B9j!!VN{KC zE^8}Bu={~*lmcCiK0GMsvQ%s<9K}YdWfvz90M);NHs=wtQEJ&@e=jylEn8!e7qO4O zpUqJuBa&K-*w0*jYFUg_Sw;Lot4u^|sFM-u*-B<7Kr#u{kkS(7s2b0|*dVmTlqr8f zwY9`?00EJzl^%@2fMkza>?;P6&EjQkq=Z2#ti46M0nhHXs+IYo2h;vm!XVX*pzvVL zLgo?|!fA#)W7fD4wpzu6w#AiYkIJ#ifpwA=qTI^v1UcEH8t#H*51L|8D`AhCf@mKR zuvOG?zL%|0vzUE30kbSb^WmgdAQ68XCQS@XlDi_NJYZS&A!rH|z%&;dqZ}@#PK+Aa z+V`?`3R-}U8mLIIDR|3^H{zM+tsz5#fzUuSFJ|`y!o230^s#Xvnuz8lj_!GH_m?vO2rWc&)4XzU zD9$4E5~NU~AX)@M3(?%nNZA&uISwFslYwZ~(I5$;foh(eZ4V@fAAO|FYrB2CnGIAx zinOZi_|`e7LxC(Vt*yl*i>-gnalZm+o&vJSjFX-04oIs@wt4D?Y|&*mpn@8+x5Z4` zR1zZ1E1T7oPqP`x3Wv5oBb$5LZv{lgDe_smc1JeVKMteMi!?kDQ6yAo zv{}BMUOc8olIo{%niGE%jTd{D?LDGo(<4KG)J*TI`Tild zv8idYeQGXY9GgT_2gIA>Wcw5f$>>MBEJjj~lOf$bs#gFJsceo-|3qjpnwzFK*mu85KT&@og2)bPr7QiX;3OT6t>CstfDkrOqywtMX5BEe2Pjl zhXV#C8Ik}*Aws7@<=yAx1W0V?do1AKz+aVHW^H@Yfe?swN>p)SVVu?9^1P4@TG)=H zfKNfsUOlfT8?V6EUIS6|V^q}zQk2yQ3s;CFRlgw zgtjXP5jTIyg8DXON1eiZ2#D6JX|^H?gvo~pxGtL!)mfi?BCLqi_7V8OsM`GD|WCU zX6<9MQ3e3W7q%$WcF2T=|18m=&f;@0`{W@5+7W-Q>%vkytbj5{hpdV;;QhCT zWCVAOy%ueh>D+K_<*-^Z>0$`cuqY-i*(#4M`8&VFr#F0Mak0-0ye%K}h z0A{QG(9$OaH%7K#-3{Qpv&R{yxGoMz5Bv#aGTWmpSyApUi=}Hz0|Mp5yio#Ru-Y#H zm9BrbFHO*;HiKwaY{x*LgYKmXgKTAcF>QG{#ACfjmgTrGTLl33-GWC70IXCS+?Wd4=olH5LF2P>3Jc17Jv0ZGyMU`~`3Q?lz21HR$jGV9#TqYy1MXCzO9^ zlaTE)e9=ebHtbF{ikJa_)vFe(w*c@j*a`jQo2*Xc&NYBzv#Zewz+_?=6x%X)H5Oq2 z*hs|QpNwF!fvrs|1}L64v}HI(8~WRFcvlAilhbmvCtnq-wKR!2_t-|{Tz1ucYb8Vh zFsEmaqQ#iL=T>W@ToQtS{kHg$znXv7P-0VIy(d0|Jgoq5JckE()>xQS84QP;0T{gy zx21J$7uh>Zk!t`@o@-mzkdt`oJ+y-+1F(0&p6c(ceXq9ao4YDE)HdIC831Zj?E`QM zTKZ@)lR#kWs%?#Ot*qLrjqchxYmMDypSdmkWavWp%H}q<*1EMZEVO?-)hL7r z0H@!2G{I-&AnUw)gkN3tS1cd^?Z~`dW(23 z09co|RrX}GVPygt{ibrJvT=WHQLnFPt>>CA*B%fit;lgH0E)_9Y~^6M{zQ(xWsaY~ zn1nf@@3_g7g{kWvy5a8NJ+z^^W2Mu0feIhB&e|;BOm%nU7{X0;L$OQg?NFRfWM*0^ zHd(Nahy((F-B9(?k`X9WAQ|^XwmRydNo;3E~v71 zD0NTgZy?a5p)HC`dyB%0OANtk^AXNX+ALgYV5&Y46jt}6hU=NR*>Yu~7$8-lP17z0 zB0-xp@TK)xLv62th+ZT|mEO&!tE}xg2~zp0MiRc+cm+$3gmhEch@2OnJ%G@51sm49 z>q4qd$fHkoAC>M}V_$#R7T4ekBQ6kz8{wFRH8&BW?Fwfxcar&%`A=FQH?tz;tAy|D zx=x1*QzSwnNSJK=1wv~Q&XjXpn%1NeErvSL(yak2F5z9WJH2rWq{k)(>s zE;xx(a!6b;`;grQf@n%&C8_vX6hw+A$}}aFrTr*7(y1(Mc4vRtlFB7wGGvt+CzKPI zMf&0KvlR=j9Vtp%R-jY4KGq~l68uGC(%)ppf|Dsn7x5sh${`e_GQX<>v4GH&R5qvV z1EC=cjxdklBvTT6W%5uUeMz_9Lc3pW$tqD_0tjtMEZ{sFA){SU`3PT##-y^_bPt54 zEO-XvS2QKTl%s!x;A&GA9E_Q#S3t5Q?V$%EAl{}VOX0dVQ&QI1Y2BMCsmMhLsJQl$ z>`i5jV8h(%$w-D(!kJ}(rNt;1;vL{+FKhu;IS*-XaCvf4;BM;X2Zh?b&x za^W%{v{JzvEv*IN?ri(ix!OiG%YcJ+$<=kAr1`9-8=QaJ)LCVtnoI0DtEyfCv5c*< zQOOkPL3QDrxg7=9Dq;>8IX%oOy-M5Y7MF&xNOp2tP?VKM&|X7mLt2(tIjRg+tcYYWL%jR00!T9PGNE)SjzcyuImFn<{kppp6;3)j zS5}*_T8J?a#$Tb{kW}Al6BeQ_B?>rX?m}jI;ehDw+mCjc?3iPPdK6UTUKM}ffv%fK z0~UV;&*KZ$O(9VTTbQdmF(7Mc7M8lXV$B}nTcg&J*ynvA24pRVlX6O3eg7jQy3&-T zc#Ldd?L#&I(3YjRj@{7guwSV=b^YPUVL4<0C?0EaS)fv@3|fH<+xt}WO#pK{9_wb&*>ar?vXu{Z~> z#EG~r4v8v`11NQIK$g@SUq~TQC5$F@b_!te`O6`2j6st6P-h2Z6+Lt!q=>Axkk`3I zL}@cBinvuo)EY=cM0vle#Q|BRy;!*dvSeO!+8Tqlv~VyW*~n^Op>Eew?h3Qb9KwI= zU*$-`^Qo|k!IMG0n}NvxTZ%;?x3oMftSmL;D7Rw35s=kGk=w0lA;fr14#0|#y24UO zOBZ$rBys{}-v^=qEH7KSP?YF!jUPn8JBQOMYrRU5_^fLCLyIs>gcNTTVTh%x^&(Gi zSq{frML1(wuG%xZmHg#!yj3`V%d&qv-YR^*K;r&BEMvuR^fb*4iBOFo+8Ujdg%{Z@ ze|gEX{dJ;mWrFT0Jo9u8i`WW^>uz4xd0zSL{=+k-@lC#Y+vkWpMlFqF`_1@|-{|%o z)A+UDB;r+SZjzNo`TIsjM>)R9dKzcM`=lAB)j0E3l3!_lem8|5lYCqUidTOsQ_Fp` zpp0wIxGwc;S9)3C-q*l!oxH83XHT?n&?a*0{I5 zY=1MU6}3lxyN`~0?YJMaZlrhZZ+7;V&3{l26w^%&B7LW342sB8S9$0&Y1DeY(Tqmz z>84?&Q4f37)kb~pq4K4NTKIpR<~VAXqXsGhTB?x+#JsLi8pJ?h^N9sNa- zf7SMf1HpJ^pdVc4ie%_{`WOxIx0&lA=2)Ri7bv#)PXZ{rDXJO%DB zxcjVV=y{$T&zx`P(pkiYV)gy{=7c+*g2$8cG4CnP(}cz|_uILAIJ$qo9PdXPz-T9U z+7ez24sTY8(Q+|bH(pF2qn+eoN*S#!4jPh0CK-BKZJt)0(e5+ah7N|5Hw)5>k?GA2 zHQK6H@-T!&>l>@r(=s+%&tzgt&BpeP9d5MMjrKek{Zg~~y;=rejEAFru`@y@L!+f~ zv}Qgmo_DioGBnywNBe*3XoKwxwQ-@rnESN%jyB=mZY(4FXjvXi&!cr({LsAx8)x6% z%spDd->l_~&b(RF7ZK0)cK6XXKicn^Pu$t~XOrP}o`9#PVDu!6-iFR4kqnJ~i>Gg6 z^ncu(B+1a|Ng2H@gG1)UY4h~#jNYF&57CPoY4kOX{;0ua)wzGQBu}I7>%~1bIMA5G zfAg`i#LmqTH@NDa-n_x#cXJAcYjJQK4z9()`FQy!4Uky9b74MxoG(sL#DLt~q?ac( zys?9`_34d$xNAFyuG=$$Q*JKb!6`hrjq#aoj^)eu9RBOOd-}zHJvg{8AGiSoXWhKy zgB$(fXeS3x=ZSysT=n7YADsDvyZ;#v&;kbBW=3!qQZNJ^yo4pd&)LTa&m<#5h|Lg$^NiBz;&{Fy(kIXG=;afw1*F6HP3lVd>V4J-Kkqu#H&p0#~ zoNj??S1emH@(6bu0^(jm=B}tZ0~IU9E%0s#%^QOE7**K9`)(0{5k>fn5gdXDhcLq{ z643yI2>X9n#YZsX5bj9h)-4|LikOU`%OR+82)n$6W%hBK21sym3+)_&KZo#8=p45I z(ksR^8F_@E4uPsKp{!T5tAPsIn_EEa5HdRi)k3}Q!fyM>+z9U-f_I1T-XQ?^iV-%j zBWUavM*Ijg9zv0|z1@P9uXyGNi5^0ppE1$TnCX8js+z#6u(2!ddW_2+0=Ho_x`lRM z(cj6)Gd}zgKz<7^@1xHRFc0Jwpgx4K4?*s(k(K-3*V0m zjWPaX9sq4fU9P|_p&%I=vku101R9ZU*$Z8YLtN;d2QlVKyk%3oBwP$h8DrkYBekPT z{`h~0?2z+$TGo;}>Gj(q1 zJn7@RoS!i-Xv`hz5{%+PV;0gQQEAL&x+grP@3Nwvc~fI%RhNGC!8D~IMQcdnddu^o zp{h>>tLc_2Hs+Fz`DTxlv@U5aeSDYKHs*i6jrnn74&9h%_sqo`^Yv~?eY((F=HHkd zIA#!bX@+s3XD;HHulSbJ*d;#dLT}lTV+Q4zW!a@->Ow=h=37SRnDt3hRwRa|_w3Oz z!}OknnoXm2<*6!}H9fLfhlJNLCw54iy)tW)kw^0Fn4kNW!`mhLDhvH38F++ zX-SH_2dpDUwO@PA2Z>{Z28@vaW)P1OWyrUYW|qLPxDdB@K3Ka00U9LlS^Ra8z3ox zxdWCUKp2P%25N(m{h*^rNQRy~3L}5l!W$n$N7@kN4+F8o$o(+#Lv$n(nk^&K#2XvM z$XL%9EBoZp6j#25Abm_^;H1akL~sTx-Gkz8Ai?W-@`7(~ z(| zH%7*hweiX9xHuq7$J+Gu4M*h2BRO(Su8t>U*zP-H<&)KNWWIbM$DAXe&uaH8%jQ7D zIZ$<8Y@Wdi`egikV+9?VLtp4cM-I{_PwB{I`bu~@vZ9X6sUy4U3kB8zR$HodaOz7Wgasb_x&a#|7CrUx{#+>T7R16i&tN*XXjPuAU$nfHaf_l4khWC0$T zf}d={VjLDCg5Nh*;*q&{WH(+-Sj`vw`i3X@$)!BUYsI5o#>nB6@K%!lpeOAr1{S6!Uldpe!Wb}Ta{eE(T5A@+L z1mm<=RdbN1Z(gxXRXMBGz!<^K0K@Y=R*w^Q4;ZQE{7ZCg{@wrx&rPHpo)-`~aaT%DDj zo%2anR&J8leoK7^Uw_9U159TKGoMzSskAu>EKN`QR9@rher`&D!kmFcgaQkWfZ#=I zXoS40^q5uv9G+Eyf*-0?$q74E)G_Foqm^)-Upu2;CA~vB@DUC2U~=L$X`^Da{(dvHGGIrgzl`%Sssb#h9y@`GN49 zG^@U@{FOmqt=QhBjp9< zssIDeD7Ep?b5#fQ>QNdEKWaJy%j)!}>I$}%?M}?U2cbJOp0R4Zqtb?c9ZdR`)zr`G z9=6qTE0|0Vp`$bwBE-!WHO)FgY^22;of>+$Fir3!o2IenRb6i6dr1Wnne7cpTRJTr zy=1>>H{s1L!Uo+draTzq?i;ST%e!_-@sW znXqv#kPu2>II5I2*oJzKjNZL#qB&ROx9m{PFKC~|u$ERiQgOzt<5;Ag&qPE(Hq-y?*{_mI7c-HueM&Do^U0r?i4dRLhD0IfcV!EpEr5#8i)6Phr&Oe;m86{L25yT5@#?ef2+!ZH`75 z+_2x@lyYW!*!>zj7wrsjr0pdA^)biwV#r&=F|F zyzdeRy{@RJg=FpR6XLc+*89Nh`G>d*3t#_dzNxNT2-jiHyp6IiLyLg*^0u{1G|Iw0 zdlv-ZoVe62H+SR3vBg0PmZq*~S&zIs&9btD40;%fFH(OmyZ?7~undozm)!}qt0v)Z z>sMTTHoR%hxv;Zb@df~20fGl6jqchO^k(3yBKFzLgXN=tL>pf{y-ESdO;hK8K-;Y2 zKf&#G{6D*$d-osRb^&kiY}X5a+wEk{M`-%_?~s%4fA;$#(nS4#>YJ|Tzhk((|EX_& zi__(iEAHvJDjA?{RG$;w|5Uhar~4_;Ie;nte=A_<{a3>~Zw3Zk{ndsY0wsnAo_NrB zy2Q;pKAvt&)nIc8NndQa)ZljdI$o}ZQO9~)5uj%qEWu+$QjR-z^;}e_7$8y>y~6L% z7$or66kOY{HsbOaG4+aVDF4D< zD66}ULU!59aa1LeHtuIQep3zE@YE+l!mFl*B?r<(x<1R! zD{fCI2O(hZ3O#ueHry=|1ROJJ*Y3CJ-_AHb%Z#BDU5^0U#cYr!Xvd=@^2aUOI0n4v}ELd&1 zXpo3kiNLz>34tR2IS_W0^0Tc~T&Uh^;P(Mihx_*CdPH{v)iN&psu(xIlJ6uSUe(+q zbdIxlpNhV95x>lh1FXhC4I}n(U?;ab#O$6@3|D43)eKbR3v(0}Sn% z`4GjJ*+qj-NA!9mFfT52y08JROW@}6xU{*rs0M8@ozV!VGSlBic`oDovG{QK0(&3@WT z@)D5q8x{sMgwNy_;j5_dYr^w*IjMr+EnKY+8oSwdQ%o9Iw*p5Pf^VOBvhaD30ztQ? zV$~5a`>o zM(nx(C7r>|svmHFFtkP46<*xS(oUJNAUvPe(DfEK!hL_+Ra^&98FVd_EUKRuvW{L1 zZ1<|4hc%~m5^Gm{#7~5_TVA`$xN#K&8{n&75bKgg7dnygpFIHIdVh1Ro~_tlxQ09a z9=*}xr&l+MI7<3(!zq~d>h*S2o^g9;IMy!%Kra0C9ya=q6N(XTg|mt4eo4c zGlY@}L*-k>_eRD?+j(AZuPC&~w-Ml~@OwB*k%PB5x6s1H&1W<1IB9efkyRLZ*^8$-)&~qp7Kr6P{w~Y_i1_(dAz`KH63>Tx9%)I9Lz7scWuuexOC4b-xMEUy~ zh7YNsk>W?J8a&@)r_4kg<1Cm+?PeRq7^UGa-0w#0kE*6jvjgPdYkHJC1$c&aZb?Y0 zY%o2@WZR+{w-Mqb=(Hh_P+VF(Mm2l^5QPc>W*H4BTg5w@?~$xKRgmGZc35^;`5om$ z1v4HMS9st?dHCIbS{+2^9ydRfRWU!#70F;wS1;J%x(-fRTj3u2MFf+yvyZsXAc$s_ z5lgJ}GQh&ceSblR4LS^Q>TDD_k`W0;()pGuXgMI}P2$~m zu2&`67Tr}w>l4CqU1!_H=(OZBmbP0~&K}@R z26wDC9cZ)3Acu1EJhE+cf|2HR5y08Mpr8M-;+`-r8S-cTyRR#Df=5^j5Q{hvs~_b% z%0@Lx@RASNrp~sEDIuRyJU2_gjwh9)I;Hw(k!p_ zLo>?#r~y?&Y)({N1l7b5fDF0PO6PnXT%M9qfuboYRi=WEOWtBADQwwX!G%IYovl#Y z5m#Kitw-_T%1Y$OCH<2J@SIhQC%Ag1km|bPZ5xP~;S|5vs13gCc+yOb@DErrk<*Ad zE!c`v0QWG*cP+TmC3LgketT&8ZydpK60$sYm}kT;oUz$jj+u+AqXhHo##Z`9M zFZnfl4RiKa%pDi>pLev-KPUh;la=mwZOjsNT^r1gCWlLPjMQa-1!9g!B!)(DWLUM& zuZAutn(cvNO(>rS###z|fQAZpMj#rLR@=C#a7jF`9uej~*Ge0yOrURUmkKf(PV~uJ z721_TQj?QJ1cDHYV4}6$NR>bP-X3sNip!e#$mf{N@1@MKY=y-7--LQ0eZ~Ad5@BRi zu14}zIPV!`i7SMFnUNCNW=ra<+Xv(GLgT>|E?sU51A1``fIASrtp#k^VHNmLh<0A= zUey;eLK8f5YUCp1>b&_?c(v}|KJ$&0-cI%y5!1V%2@_lLpVw~-Fg^qNn9EDz$A?vQ zORis72*7t~-ow@me-w$RJ)cL)c%%_xz&crG1WIfMfIRpBe;B?qUS0Mt>b_mA7rY7> zZSrq*VVLvNx=zO>xcS9@sh|mrM2~sef)p2-eDjy#ljAfq?Z`-xwk6JH;Qrz|9G{Ot zvTDxY7*E?#&OyD?aO!qcaQh{uvz=KYCeB|AXG$W3)>eMfpE2|Y#_hyD>&i?9%gMY+ z7GVKQP^8xnFlkw`}Mh;4X zcA%&pJfW|xGWY2PY%IOcDAWSI^jVBctr@MoSk`_Bz-pCpp&*1+CZ>;4n1RCaP$)JS z+Cax=r#DOez#a>6lH1Z@qkuC*Z}P)k!2U(&#~Y?=V4gf%1?1re4iW`oCug@y=3^2B zXYoo2oV(i}5mW;ccyj9bx>DlZjb%wglDTpOt0%|j zyQ~4-<(upBY$Zxc>QGD{I=pFDHj?gxk=-b?< z&G#%;;?QOj_Ll#JKKZ9dOn!c@R?2RYS5Er?;I;0eOvd&GM;Pr#r%Wey<=o=<`DJ@m z>B1(NH7h0P4Dd1{uAhv5zbx;<`C6OoXb`QHwHX>^mKxJj1&JDf9s69!bu2voGZ)_; zdSRyxi}N-0tp@K3r}TCal7(;IH@*fV64m@)u)0oq&-0x%WqLx;8*XHdN+^` zXdKDkmSo({wMzUca}%fS)wMal!hlc^gWd0DrtvTB`5?vhC11j(`I;GEDE~$9HmSmV ztgD!j%!X9lEg##xkujkmqw#NQ=gA8ueOHWaX+FeFAeUC#D|b7y70}nSGFTNFfq z-Di~2J}Rc84L3ZDdRCZKX?d`*Z zRx*UL>RctHNh`Pdy=X?V!IQ6VMwN_kq_t_5qg%~0ZX(~$Gal(~YCKSDzgY$32F;v7 z9Yf~&AO~o_0Xtr^6?`Uq!0|plKSU|hrw}@~(61U;Pz>SI@0pn$7+DIK<^|W5Vj+vO zOMY0*C=%ijU4{2mw^#|lX$hSGG%W@2*u_g!KK5ORALJ+D3A67S3%(+1?E1J>|28Rp z?B_pjAVS(fAD6|Jr{;|%TnwE`+pXFKq~xtMUxD1A$%eGv4~@s0*i0f?ol80&^dt5u zQVBF!$!zXggloFg9G(7YS@NgzDEMkFZO&VPV=Dw+@$Y2+BzRqKX1fXpc}UV0-t^cl`VXgj=x!+BvRMh}C2!1`%p3H9k`lQKfCy{*PcDr^Rv%~v z-Gftmm>`O1vRd7TkGaGZ@lltijnvHL4@C)7K7yaZuJzwn=Wue(Ygy`L4i|oJY%+=o zdFrXVK_AqOlzG&?gsK9v&bpo5Uq$y*=6~;fNod0Im1+zvy0>_M!_<3co*qnew_>#U zZufi?xoUtBCIrM9%z>)AcB`rhE7#Rj$wB$HdD%UKHxuu#8kj}rZwu1vLS2kme7JOP zP6u+bwnVXv$FUDK$%=EK{K1|LY!ZyD?iPNhoZkI1l=e$hJ8o=YQ}oDn&cgHUHnvTU^snC?Wp_7Meq$TSNYMz1=24Zp0+qDVRK zK{tfx)n(v+Usk!zaOPN_pIIpr8QeABf%Z+T>0Z)1^q==RY@rp|rN!c@Y!}(?Rr!Uy z4m`bD^6%a}rJhv)FH}mL{SD8i8Dz_@9aGYpb;1ZN^Nm4Wen)S@DW=L$g8>A!RlM&y z%UyMR*)0HSo0!xi{&4Un7-tUML6x8>9H&_w+X`8G#ECaEAV;tVGpEr{%O5e5EFkz2 zkUt8fg~QvWA+W4iHAz?-W4CdBHQ z&+P!_1YNm~IZf(-fE-VirQ{;EG3Kh4jw|)M_||y!Aw218A0O=a>#EUYlGnrUE$@zx z?7icDKcS@>%GS-?b=nsXg-bQ{I`#$)C+X2)eKqH$4R8=2^R8uccN-V;q7iMN+;xBu=8`$PrGe(9vI=fDtuh~H%h&ws5r3cy zV)txEl`JuHmxj;i=B2(K`dZUwF!qwp%pZbp#$pL0rPPdFdmsO<<2U?J;muF;vnubI zo8=?#w6F_1-YLC^7O5%Xdx*JvEF8>@MZ<;UeXHxzvJM@)tgb7o>$Ea2wTd|Q86|*3 zYg)$1H&oWNoc*KMopcIwy~!x7PhlO2kqs(-k=yql)NPZ$k^Z=UAK4!>;Ig+Q?O58c zCIVJ+H*NRcF0*i{s(A~?4A9vxC+ef%vYP@8jL;PtEQTuAwC5n& zHf$~JX2aCb$2V*>)haHs;0=8;JJ$jA6NvbO_86%)?3axYZ3yA8z25BY&C=QM*;Sw3 z?4GP9?B!m0@JY!w?B)1P1K|b?fzAc!JYmRKWY|^E(vgL+67{-(A5Ge7MGz zwd?g+FH=nea{pV?akFWFehxxCS+8~-i2JvdeUniWtD>!l77e6q2(`@KG;`TM2E<_s9 zxSgGNt%Ea_SDJ0~IPfOfMhY*3x=u4iWjNE9Ey?dnWc7A*AI5ocS`pHltegq4v<4VEaVFq?$j&dVwh|`JTNndr%2k6(U?YSZ(`ivqxhek zyKFOLzujdIaE)Ct%)s6^P_vR&zs%I%pJM=q&zfKHS{6p3R~d;w0Mr`wpKk#Fx9<-z zp{vhr>E}7l?(SAy^Mp~^?$sjr&qfd6uFK)ZBZ`HMgXiO^OD*O%;L5-6b=#mLPdc?x z+?CftJ#CKB{&f}b`h{;qy+a#CdO-QTPX@Bm=RIcdd0V%&KwZshtoGw<_1Si&1G1AySz~NS3V&vLkMf+OGw# z&sI;Dfej!k*8lfbW-lTHD}tohCdI7Ig=uECG6I@ttq-dX#_(59C!MR{3Uzt!cmQO1 zmYArTWB{FhuxdD5MEiQ7sNC;1Lwv{)9TLSEiJC!oLHo-A08kLR5?R%ZTsK2y=fp%4A?;3m^mB0xyftIo|J)`5jq1HNmTDvZrMAig+!8?bK{Ni zqDmr~VBxPhihIyP$wXUcQ6l5Nv$b`CruU)46`DdQjMsa*mB0x2 zB7u`+pRjvgWXZHeYq5zlm1L7^l}rF4E-;(#0(fOK*YQO(alw)<|XZAz4b ztqB&72Y?a*LR>OjDMUxD$}fMUx$srRxV*anouJt-DpVCjQ#xiz6jjZTB;3GE!f5LZ zf<}^uulps~U2n|B30E$R^%_f^Evbc;-)Ia}dBGYfiVh{_8+Se=%2esX%*T-sX%93m zx6t!1PGH~|T2QUBG$WmI&=~w1M3`s+I)SDe2w?s6ElpIsG`!iIH}Tk>sn&pDHbW_R zumv^@-cik94I^5DZ6gWkELdSD;iX7~G?H?R%0dP@ySSq^R3PzM;X7BM*39pc6 ztq4N$*C$f@N{}jtoW={Jz%gxtSw*ni9WQ2DUbx-*@AirhQRQMsc1#Xbw6Q&d1F&1r zzwa;foRxu&%VD^dar`OjoJr0IV2fEcs9h0%QM3CPiycEpe5V8pCClaQ*l2!Hi>d=D zoQ!M@r0R3GS2#z4*S%gQlfFPgrMqXqVt}IE@pd#yv^*fnKTm+(v=E3PZPuxRJx8b& zcveVcj?yDxgei86wIh{{Hjg1Fb-x!K*#H>C+uw`YOLko`$l(Xgs=Lq}ps4!J@~pn{ zFv6ig71cI6YGCxg%Q9`0SwiM`Q#DhfRspIWv9Pp@?RFz0HhwAhav@9waW>>j=K#?X z2O!O}_!*vV+QfpC`qivy)qIm!wHC|Y0@faKvaLl~&^SOR8x3oWus{a5X2}fD0a|h^ORO5F2w7U`50J z%&iS@Ir2`8RVv-pi;m{^I=R2&+Mlb|QFDz!P3rr`W5bWa5C$5x0yiOwBJ zx-j`H_E+6FDD{)JV84p(XUQtHsKd%3^E-0f`UO$akCk;WVc>@|tS*9@ETgN85ti8y z5IQC?ySxW1G8I_GYGd64ivUIH=)k}MQsKhTS1?FMp3NJ{CK@7*nczX$+BGco&;bxy z*^5~%6U)}Zr{_$S+9Cq88wWt1v-B{RRm)=wblk98>=KB!oIN5~uQ zmfiKoH(nH%g_!#U>-`0}PhMx}&Y*x7OCgaTUM=TbzHxR#nU}-buTusttTZ#!@6LbY^~u&8g5`v-RPaial6un*b6%<$R#8eZ(9hhRz+a;W_!va-_F z!N9tKv_>Bl{iiw^DQ5Hzbb8Sa+Kl(YFvO0&wtt*gH0r*h+#O&<*xb^;T=8@vHCA93 zoxFSW+r3Rzp_!T7wg=;2g69UgEJDhHwB!V*Uw5;N@G7nh>Pj|np7hH1$1ln#qnYDI zX$2YRF`SRY6v(ia*h6m#NUU!TGX!6w$u8;jrsMV;}pd@qN2IvubDZ&(M>6CgSf6YhgnUa?e4g_?k2X_woqb+Zi44V@C-6SintD%q%v z4qAmqgwA&TxVvEE( zn85mJY3Z_Tf>;h)iImEI>K$ohvTEW7mPvTFw)D_OrvUs0Oj%&0qKTAh(0Cfn9Ec1=x~2*L6_Dy`(I@wd?n+NQ>2y z*!^FW)jdE6kFE_gkogv}&T#R+1aV`p?B)*YKo0Ev7#oSk$S!P@&5}__^XAv{*-_6SICi4GNAFy>WkSb3HJZ1FIGkgw5{>6n$cGR{uuwm}wqb38iD$oGzFgO!Cv1G*H)xnb`!>UEd zkdAw$EKotS_?e{hLnEGZPMzb3So6tAajrtDUq}Rq>8+gSu9_kh8O@{wY^vK6V4#_#ggFN^d=E{zSh?Z3G^>Qrml0qUMjiDM-O4 z#G~j@1CmTrV6jOqq%6PEb=3($&2U?1p;f?$lv2Hsq!}>?&q*^C*43205wG(tJ7f5> z@tUx@K;xItT8Q)`H0&&y93c`syO%N_1yJ+qk<=6=khYC;PDr{4yR_vF7z)ycs$io+)+Sk zJDlBdJxLlDk~UrR9D$%EZ}|QMDKdl%+T~Ufu?}7QYa(1)G;I|yaVUXofta5xE9m>U zS*mNOT9dZ|q_8(mim|2)5mRL9G7TFNHopdSYG(pnUbZSL5R0!p|2as38bRv`o<^`5Y0M-NyF}T>AW+mRx5RL2moNoWeW4Vj9sD`d=ZWwmV!tgMYFCbp6<5h5SF zY(^G1&%$jGR1nJse4o9^$nK#2D-sQ4q^;2i%`ENZH4!9v2Ad+nO53Na!+lg%!kI1U zDk3ou9cmk<35LyaO->WSnhW68)xGzW2~rSlV4zE38MW7JW}utS@EIX0oq|yr4L<#=&5+_cO zO0XJFGuCu9dzAMnlwwsQ3Q5utUDqC_8wG%<3{Hq;o>(4E1;7q}u&@$aO)iKqO__m&(&##$>=OPIWSIw=K$d7pX;=JXy}G*IO{NZ= zonRIj1n|u7>kjem2~BS3#dX&Gd*=IV*;5B&X<7d+E8eDO+sU)?@%gB&?ZX}Hx+rBQ zyb<^2hJWI9S<}7kqxt)L`!4`BQ7MYZ>Wsm<5^Fd55J1$ZP;m_|fQ?N#<_FOu-{?$I!4_<`}~N@e%j?B$E0$1dt?^zCYg+qMrT^Txw+Qm-vCp64r@-LX98y@bWK z=GCVh9nqn4tUPae8M8Abwt&z;5w=piVOW=C{SlQ+heaZGA z^hP)b89u3M5FT-tf5#i!O`xet`r=-WjmY1&wD193$zxIyKmghBVRdzpjjHEy{_$+O z_M0F!hI0BFDN7%*65*j^w$b75_D3dX4`GhgSSNn%80za+O72elecY2x_}2g)6F?ho z9A#Gv9inS!oBi&|zW0<4Z#P?rTPHGcA$Rd#I-qc{UfAT{*k#juACi*&sNn;oO{nB(InV{K)idK+Pvenh zL0aV2*<=W?IO$y<1jW8Q{w>7^jXiUnL*8TN-@LO6_j$Gr?f8HS*Bj#S3E$kdO8s_qK zy|Y%Bg!8R+5_kTK4?kZ~@I}f#>~9aZ+rDRpjd+Kg_VjFyoc3VKi~+2kI!{MRLdSw#U~QfDrEyE~Dq|_D24jA8zk3TQCqqDgnfE z6vyz?egW#mGn6=gplgBtWFH&NDO3*2b5u>TL;d|p4d~b5TW`sdjhER)mgPiCz zI}+Xu4}55@P#E}wQgs1K4kpSvf2^DHjB4WhSG5YB^lYo$n{*y8kqmi4_Vk51cSrB^ z3wj~K4EHRWnWEL6_lGlV+dK~~MDIyWJEE<=+0Wl#V%V8N0P=_f%YSucUS4f%1N;J> zkp}s|ybO%?cEzLGG@V<+4Ik1ST`Py$BHV17{3JhqoqS=V0>EbgxEg@a9bBxShwxj! zTGKYDpP@x1lK8zuirXZ~c^3HI8L{?7bT~L@c#%oalUI7`peeCDHfAz)xC%@S=TVL~ zT)(LBKw@Z9fFx=Gx9=30QMqTH&Hc1E_M%#CNScF-er+=r=v;TEg+6@CKEs1}_ET!s zLsIvz;ul?L!QB%mJu6X&Fwr6l3KWfKom!N%XdU(?(*3hc-k z`fXy@%lOR)1!TPfs_bqt%JW;8!R`^+&LYN=j`bn^&%$^Hsn=YQ?9D`)o_J{@v&}>9 zdgjiOKpmPAs0qedf+fw;DLr3d1i3Sy z;DqyhNo;(_@!aRbV{S16qj26hzj@d0uY)C-l}~%d!BowkG(Q3Je}VM1Pgb8Ir9ZK7 zd!Y<_qf`lSvCW`-9Dxameffu+|6IQ)6u#CVU==rSFxZ9I&rf7}zJUV^8=Jrz1Ioa% zIO_D3EFvZc)k8n(A5`}e8*?-=B^qd7FfI0=fzO(BaK%-SkE3*u@TPpp2ik=a6i-Xw zNtX03!!3~9rILc!ND5pN6=UMLPfjE{7Am}-Z3-&k-=5GEA56oon&Oyd^+F;%m&jgs|gZ#3m+Umyym%8901$>$mX0QNzqua@#KFX4D5FALno$`VH@i~D<)3Vl9`@x)i6I>uvW zdQ^ITT9uRlIh2~d5C?VXuXcnRamU`&}U?BZELSZ2d1_;OAsjedA@V7 zQmS8;2rN0u2`k3_ASC?ZkRx28Ppdv$%;x`Q`Q>O^M(Cfije99`5 zAiE27?ZH6yb^mYM`;t+h3;(Z2?3g!A!DeG6%5vKwGh$V^Mr&&byJ3qkVAiyb@;@eA z-}^u8d+z*S__NK_KOoFqP4{m{twkKy?)yJFY}5b08qj~uOh5lijRrg$_<@|}u0P!W zPZgj2*D$^KA4kq8`mfC;OuwsYa}{-LtE2NDG461Eg5LXKywdSDpGdrTexvOzp*Pf) zItk9y0oAr9wgh5?V~lAOhu`l4;r#*ZbH_t9M!9wQh+F16kwzI%Bs+-ba5~BUsz`?( zVV)_{r$7UYu||i12BP=Oa)l#MY*$F5^;P|6+02;)Jkb_S15pB$`n5o0kcKpCJl9+` zlu3gL5i{N-I_XqugMGJIf&?Jc3=1snhlJec@r0vvK(S9P{t!TVPr?4`1BH4@7=Zpr zV%rTiH(80j*=KgZ;gzI&J>|d>9!<;$Sa&z4%49lO$`@AK#vxi~IFI7s7Sspo0ZDXPgQV#^6`tKNOx|bIF|a=L zOjK@)t$gc~Ia`)cK!y=!H5$-rffiN8u_kQS(E9701b(Fhh=ypc+fPw7yZn9K;2UaK zxdD4AuInA`Vvth)s1^T8Xv5{YJon~v{k5Mv*@G$)iHE#s0zM>f&SRsyA5Qnii zKDpN+H$pD+Km5-WcsG}h zh(P2;MQk=a`qE5UkStikM*6XR?U+AetEY*Q2eXC=EaQ;GUGbRkpD@1Qy+~1>;o)ly zRc`F1#;4%#{o+%7@UA63SrP(e!{i^^Oyt6c=LY&A#@#&2BTVEGA~L%tCj2oFYz z_(qXK^QXaYr{HviV;8=hwp-IAW%t=-Tb_ugOT@<+@F2d3P5blQDd=sy(_!yAeo zBkN4A#iQPbw>TCe$zNVn3vos)fac4Q47eh3g-6>(Q>YGwu-XMv%fYRu27ln+yz*f( zUX@`W%*AZj`eB~3VJ}Yc69Jz13@`Wdhaosw!MAxP8m>g=h!TGqXeoWh5!YwZ^nsKp z{w@d5>gRiytYQfAjo_d#cvAHeAC0aI;`hwB!`2 z;lguBrJa+{reEd72U_m01Yl^lw!NRz2(76*mCgu;ae4 zc}qCwu~aYIc6;hN$L?g$^>>Kh#0_8kYkS9m_nB52WAmQ(jP>7{RLE=iqg;0IVw{-v z*(hz1s9P$6dhu8*TG+8QViWG>t!VW-%;JLoog~^q9C%W0W@YsZ&~wJV7@a|9nXqqn z4f~XTD-9p7ZZ{;|)3==`d`;_S?OY-stA5_V(}8d^2#rAdWYdDoS8 zjtMW8bKp`T&y{{IG*sgKmy96o{Ofs}boG2Ya8=0|YeTonAiQ(+-0IUsc`YF-Ba)O3 zyy!%Xq0E#)1NUwUFt>r1-ao4d9OsBM7_mbuEs4r9sMDfdR!Rf;<!->}*6T@MJIogD5$%E7+a@30?br0P2A!QZ}Mh!3j+I#yZhsov6jiv@_By z{(zFwn7OdT!jS78jtxl}&AiOl$(8RbjY_6-?jP@#0E->F7wNv`B(A&Vg#vB%*I`#k%#i}z5J z-_pXXJ9a+6!FW?GnR2aT=@mS2jw`*HRdCFrc9gn67`bLosvOhj7+g4H)!5k!F-W~pnhl-~~hEyr^5U(#9~<0A$6kDTZ)-!4v`*agiJ>(b0P~GA4;nQAw!I#SKgtgdnj% zyLxsS{pdS=YQ9JPl9-jbP|K-8B*RgF2y#FayO!?vEaS7qmUV&}V6KN4r)pS$keD}{ zOSopOj8YD6$b@X=PNR*Mq5STHqO(nipfhnh_E^#&SRdRp?cc0!lAbM5cLK@&uTNtQ zl?>XjRz0#3MKW3B;gtgsVE@0FeWWZ(Z{303vdnQ-GL~p~Q;veqEHOQB&Ht`n#`?@} ziZGE4`_%C3;!SPpGZk+x9go?1me3$L=uQY>fy!9gP!f{DB$rG^MI1Ky=2!ml3CG?P zx(28z|IcM2vylEN(q%KrHdnoQ8V2IB#J6lYc~P$V5z(ku95LTqUt+QM-VRD1`|l)s za*qH{(vAj=U=nROy(enDlzL47sbmR3n(DKcg;rReQ|Q7-hl~zCmh;qUUxL$f@$kH) z_UBvaVe^sp_UbLIH9BC!Fg_i8#2}h?R!(BAP~TxPP1!ZhGKN`szw_yD?q`BHWI(o4 z!zqQp+^5!=))P80b@OAQbK+{oox#>oODmJ}h3PIR=&R!+>H%4^8TtsoJng`fEN2`RGZitm`x+;?$>7dPs_+q6(oAKE?KW*qFig0=g#N@rC87c_4&VODy;$6Ch5^E zfc#tr)Rn5fDmQkCdjvbc=8*n(k7i;XgZisVZDB7cD?!?!1tVs*Z(rS1qON0C(lPMeH&M4FbY15mO_XQgL1Q!!IL`^uoHh{Z7RHg+C^Dm#;GXA?v@tkX zbn{|f@se!!iUn@w4?$7kxrKIDGfZDpbo3HIqqrrhrQ6El4~ZB6Lfd^I430W&UXX$r zO97m3@hH6Z5S-K81>z4*S2s*`=XL}p<4CIJu>_5MO>G2YmrSim zOs_XWi$OCD(IT|eHuhO05hl^Ej`d)c^0VD@oN8F4?PyQ7m%{{8dcWeW)8OKed7ho} z&S77Rc%gxo25x;oz09iFgvr^lMy=mgC{~!VeO>>(w28Sbuz*6QeHzW>86>sthJ%0r zq-S~tDnE|mlK@KwTzG&5kDjHA5p{;@HwFttTO1!;aRjdSY@=s=j2SV$u17ex+I8l4 z$5s?js>Be=&_~Oxrjpr~m@IL}hAEp_ok^;y>Rd3NLi=w38eTr01E)JPgtP^XfpAsa zt)^RsGr@v<_@u+9bnXtd)#+_xdLIUP+TVA2C+PJNH*-F4g$nLQ45@C)C^qF#vAJO% zRZ)KYoEM75@~DTQ>1}emtd%y6D(6u;4Ua{jvs5F^k7l@Tx=>x_T@48y7$^Hhbg5a^ z@$A~-u9FV{kzHHKSXH-T2(VXMyrqeNRMH&$-_h3=6gFhU+BFVxx_iZ%p}Ht*|J2TO z7E>&Yw{+jBQK6pbFO^_z#2wv?7lQK~~QZ84B3=>*RcXLs$OTG>s32SZwQF z5?<+ms8-RbySLMJJ8V&1L+>f-d|LmSZUfOG4ZDB^5wUEC8xrIJ@iXBmEnX=uw|5`) zd&J?oD%rn`2lHaY7ax1!QUwW2bsVzDgc3j4;vBzyv1c`2_(yJq#xN`-pMY1NV+(xW z_sG+|10t~+F?E3Vr0T6+cF#0ZXQ(>sBRt^%ZTbls{D{BGjAF9iG(Rq~&7HdSRY(YT zbIgf8y@nkge^VV)9VJI&=hcm61-_f^k!)RCR+6sD;8|>|c6o-s50->-s&{BMAK&hz z?y!k()h$)ZGZqa7-_(oZZP0{9284+0$z{t)YG8q@=-1IeZqfWginAJO zQ;EjN4(Q!}^-j533GrI3_m4a}f{;l2Gh}?+Yv8Hb>k$kXY&nhtT1N^S*Y+7u(u9M| zHvbCwZm{QI2t8DT76QQGZBU(bA`bQdzHp8F@^A~rd|@GnZRKuit@cK)1sxYm&-D;L zSk|M0_W0HD%Sw~-ubG9v@097B#H0Flp!%ZZ8#z_;e|mLv)!q(o$=S}M>&NST_77bp z^hAb7df(em3}tm@9g9fc-Aj(p52aH3+BaZk)`d&nl@E(O6kv&007)MXE9#If;YnRM zOY?^n`&#QSnn(eV$#D9p8??I`?T_Xj^`N7jIq&7~s_td_7ziINBNX5gb6qV$B(rsv zTu)J|r;-RB*$dffWlMc9n42pAoH`#7e!^m^)~ z+PBV6#l*5FN=OVs8z43W5{tyjY7C=;0fSJqocqt07k}Id{^`@PtTL_gAJu2#51MLw=6r#4T5;(9jr3hz*$UoJ zmPJo+SK6z#wc^)z!da+FCKqC9G&%kHt4WepKudfMT=({u!TdRkF>tE+Xs`V&-NN(K z%hKgL&u-!I-(3zr#aX!;zJ7`TCjt{qxI*hp3d%ZyXvfT6D6xoU!Kze^Yr~dl7?PRm zgtRt@bxNmH`a%iLW)#m}rC(oA2|dqG$-{0eF8{C}H3%W*B3{RaQC1tc_R6eA)?PH` z0BOpKldZK#_U$kl4A?0iun{{`sq;rG?o=rc`H%;}+ny`3l`^BaH0pWI?LqBqZ%=~t zz8CKJtv>I6JoTFm$?U$w&D!nVMmlW^_Xi(0kCL|6@ndh(9JqfG52EqwOTonvmiHH#s+d_N=A&sGykUJKVLDO{U z6fYETb?Ed8)@ZaBWG*I1!|O}^+!BxIn*Yer$ST5lR+j1NBykJlc{UzEY;4M$`bf|8 zl0eVp%uG2ed9j@9w`g5#_M461Nkji!=|vpc^+!_VVj~QBv;zXuBRw`)mcQB(0Egt; z``>raL)P`$-tcI>_9{#-KIFZ2$C2pc&q|S- ztIel>oBsD&9g#2oeed^gZ}*!{zuq=q-!|W#H-T>U9pv%mSEiWvRp9N}soPulp?&i$ z3wR@R+I&1PrdpG!_%3Z*$cCaT;M2>f3aR>+I#m@0i8Db(A%MzuEJp%BWu~i$^p&)L zMLB0QpNwQL-uOa0XX8?;JV9)`K)$Ujuol+BVU4e0C6UMZCnu;&r>Iw)36(L8JPapFt?JKXg#OopEk$U+UN0PH@^hmKWiLZT zR9AsD?8*3Gx+&}@+X~*^-OBJVu@mqDb@|XrMC75g!*2$*#TB1W%Wu_<^?D7BdT3E+ zwyqmyY8EjSbhBsAzk@JR(}@>x2_UIig(m2VI$SH|MhTLlKn*J%;nK(!l@DD6AW6xi zJHJI!oHb=|9m4{EjWNWv_=vqYO@csFRz6=oKNnouvy0C~vPIi4!e=RqH~?AruBTBO zzj3aXf>)7jcgoHNtcHe$THaa_iC+~QG|dvM5aG-e!9`+YSFB%)6U|c{Uw?uS63z08hm;Z&>{ylG~sR?Wp$<99XoR1+v$&&b`Og6HGUj;Q& zQ*K(aaft$`b!%@3Br2?pB=Sx;wv~_462j(j5Zo_Hf_+9><})C#(`AQQX$1$jOxiOY zyp+UP+D){HqdevA=7S0Ln3Fo^&@hb-Z7kKSBe0@1{4|USg6>%>hpMdH)P#^-E&ecA zn!col;aA8eAfgzU>M@^al5wi*y2cBvQroacBe4OKhnD-2w(wf3PvV+j8C@rih-_!Wz&9bCh@MJ9fiog5W8-V%9m=%DnAX7@psPwmDM9XT*rb#tu#%$LfC7$@*ngPwiP;Q{^o1iY%UVih9udM!|1S6 z-xN^>$kQJiAp=(v1}=j6Cg{vEKk;~BWuX8#&9(Ic4pf}GRU0`!za!3wpS#4bNZOA4 zw$fDRdw7cXAxh z)<$qItfDG+`-6tqb-wBZyLFS^?#ToID~kg~lBupHE;0MQ;;O(!DUdbpIhTIlN$-T9 zAuo`oZr_mOKmHT(4o?z99yg0)(Gn`AE~uw;YBKhw@ykR%?Mgz9eCg$gue84*{@x4Y z+FA5(XJk45ZTwdW$`1;WVQ3W3O0FwEPR#wC!=P;4+xjS9tQlM40*vHaXJ$^oHl31n zhd&?U4WA&-z2MJXYi1lGqUs~*1RiWm`ZZd@gu3eOndb0E?3`L+3n^kK{t3sc}V;nv_2|k3)7p;wCYp@E)}NeFl#<{Lo5DZ1#7ZBie2y2+cb+q3b3fT{*`be zD&J--b8)@Ug(eWmSbUZm#=owKz%-1;nh>y51QQ~Hyo#QM%-sW9V%5YU%3bsmV=o6TaMl7T^1KK}1NbK2It$S3$qLn6jjHT^7*XH1RExAcB+eLpylt(uk4j-yQpC1z#rKloW!z$iX zC|p%#*ndnWp+{csa6?F0oCzA8i26Ug{7r2pUJLmy%Kujo8b%EzN9i*h464rQ*d01m zQ_ch{6bxl|Yzu~{*s{Mf;&TYA&iL1ms4X)zTBN`r(Z)3nAg~6gc5*=L zi6k(8T2)k&lR=?x3ZE{`o!C9l^T)}NS>34(_JV>9gZ38Wnv9lO&7P>_b8ufZCG`=m zaG0)wbMlSY+pzE!CrCZuUgR!CDu!I@BjBMoq)?_aCkleJdc&>OrR>s2^JX01AQ zhhd&=7ylT4z#>{EN9|)94>()rV{($>dI$v)c^s0vv}LY#lO2`V4MV^Sj%7dx?M zsC%L0n3;f$;?lIL(sK1OovQn?;DzK-Ce68Hic*cl)TJ$dS#xQ$mWes z38#or0Mu?BlY>f1!Je;vZ-q7ODv9N0g+_@E`GOY+RTssKt1^_Slz5q66Jj`FJU(h9 zv`hrrDvrh)4O_}rMWBHO{8`3qc&f^mPL05|_!?Q&${)J9S8ckx<%ToiAG3te#f%AwlQ|1|4Aw zf{W@!CD-=stj`fiCOFV`ymzcC2qB)Am?Zn(cjZu$<_%kIqk_U^Ga0buS*tim#!TU6 z0T~Wk2?G3h(f!#%c*kPT$me7Az?@U&={S{NlIZaKh%kTlJq^R7>WzaNcVbI-a6M#Z zjOkQLpChg%O(ZA$4^`Dz!#9pr6PdhZPrAT%b+hYCsKQdM0cQ-jVZ8+d?cq!tQneIo zhI8Vwn()SCYCW3;1!g#SJl%(hoxW8G02>j#Wu>lJp!0&{nwbMQIBdIEW`Si1)*S2O zk99jDH4+z)4!$QiDk@NQ{))taZaTXiWWHd2wjxz`P)odgACzxmxzOIHF-qo;S?~8k zzYiyAe*;4DQmv=SJTwmp12=#`Im)0ZYx)U0tX(psV~ig3 z&J9aOvAK|e-$4}X=DD-I+C?>UbFz2(u9;wdNlRukF-2x%)jlG^5$^jzaEQraNv?CofJ zNxz*dG6tNn=~6%ZX`*ob&fAINo_+x?NR$UM_N>5ApSb4fk3>~FxSB0~!^%oPM6jO~aO05P1w@fU(@@sn8e-scISCBNioNyg_E^r>zqyvJ0XabYZ`5#dP zt2-@29laMsj)=U;$F)`?O2{P+YvpxVp9%O&?rQ6CbI@`5JHHCbCPT^S|3EB{%Wo+Z zcBkNwX63po=3`*dP|$`qD@6juq7ZD#XE$Ylo+s#j4&9UtA(r>^&34F$|9L9%mMZ8H znlxg#s_RYC>1d+UfX&nalIatudmFh?R$h@EK=gmo^0D$CqTX#)!KqR| z6*KHp(h51Gy9E9UBnfJ`lc%-t;_eAs zMM-c~GR9sQY2SzL<8Y?;L~EpvTm+6ltM$uh-4QsJs{Qsq^Co0$BN6NKZc~x6d(KUh zPXLCFNB}U(x6NKvSQHb?RTkZlKYH#PzT}`4WlxwvJ@p&&&EY5t;f&I0-@T|;4YVi{ z^%74@$D5zp1sPj_?j(Cu{aQ|c8bKk#9joM@b;;j@B-MDM3+2kli%|$aYzlhCiZakX6Ye0 zdL4IaT5?XAs+0uPP)npwXm0 zQ`2e1<=?!^sJUh1|HzK1MbWzN`tKuGbYGNjZ5$uZ?G#l%+C z@$NhURAt67OmRH)dm5wciswxQpP2`bksY-Kb@;%xwaa3S0$f?AEK~OF5b2i{vUZj# z%LEzvmA_2XKyJ3d28?K?(+PhWGq@oclx=k8G`^>rv ze91Cs4e_n1|Mm;qvclx~*&>w2QE+!?zYUyq_dWGrNh2J%8524 zOj3Rnc`=OSGKL%jz9&0Q74IlQwmlhBP`xbY!UoL-t z?Pfk4U9EWcHhcK(Jw}L}OPuwyA0H>~! z*0^%mB-+CCatMExu9f-;obRdqTn*u1e2ctq)INDp}a^&UNVR{ZZsSr(r-ro8pd%Gn* z3C3C09<5UDG6ttWv{E>~i_lE4W%KMwX6Cx~+C(q77)~*u)>C`=Ln7ucLgVMy&IjoKHu<#u#c%@V|3AK@nKgekND&}vODd|)v)IKaE?g(i+9x* zot~@Df~?y}mhipE>RYZGe~?KpQ8}ng!xW7r3?TI`ZxI465enJ*cwv9Z7)x7<4j~g{ zI8#I2QL$2Th+4qbDFD29L=>0^4Su4dem%1a5m}zHsC=!lf;N7lw+bzJ2%jZQ2M8F2 zNH3+ZAZ>c-6zNI`FE$yVOg9Tu@@mzvG7;s(Lz)rM7YQls#O)Q+s}XKL80nAmyU~{F z5De~6MI=%}m7{$+$(IZv9I+rB!-hUQfWdV9b{i%hSg20o$AHNsRw~PPFRTqGacHIV zKM0z#^hV@pRT;IBSU#7;8xbe+y&|x`u23i+A*A@W8EL8ZVTqcjG7G#1-IO9Gc_a_X z$Gnzn%9cXtbDT@hd*(d1=-reWd4DTUEg}#;LkLBKRUTGEPrD?XX@8uB?BqCiJ(JI! zWuotT)?S3rY8~`-;KMW zIyVEiu+;o|6O+iKy{@M^AZBR$p9o6~km^*VEzr-tl@jH1KHd8F9-ZF~c2klGdPHHVQs2;RaTyj_n553u3*rJ@Xn+J9LCYIcTwikp3^2hN&0csP>;CiUuL|FCfc zz~f2@jX(C(ZXB#PdfiGN)g5gp? zL{2W$uTuOIK7}l$*LgmtZjnLXN%C#Cr3d`4XNUKTpKd0_j@`(f@lVd+Iwku7)XY2p z>YtJ6dD{Ia|CEg2hXc`fZT9bbIqagL8#XYO$AM@k&^UITAY}2|30GDuas_>a_Pu9B zl8_8nlM;*ca>Dcq?HklTB9}^#mysU?WJyayaN@m@UQ_+@mr8nUmtV)`@D9E)iN%}D zD->QT{boyY;SF0&CN9Xd7P35!%OEiaX7wGn$KGT)*^?5+La00H(--y$Wik*n zXi`%$qV}NlMimal|2`f2uT(@5SeC?PfGn*ISZJ^lZFed%j_hd$vhdWh_v}h09*3$q zur4}WZq^WWkts;aE$j0#(5-1uc688e$;&OD3Ni|=*{8R$ zW-fKt&RLJ?+eYZtG)=7cMFkA*x`@z(7w;w=ajxlv@nj3E%FmuOSb0pFA_X#8pgGG- zF32ne@BrL+h(n(2`i9M>VdOTDnjw6~0bWy(xR=*#9t-gxNkH9{0$apOM!?t3CR>mFDU5ZnU*t@BV}8`Q?{+1OzP!LHv1t^&!xoZ zrDvKKi*Ld_4vVx%aH#i|No~A8k>hb!K?Q{7D)P_Yv@Ls>brXRD&A}BAs{p-CW%#(2 z9Atw8k0ektm4&Q#Aajnyt>mX8ziBY<7SX&88S-OgPf(RD?WPvVzdk9HJ}I^G&(~_Utgj(5ECnz^pts@)y{H*nBZs1B>!bAyWv;j&{Vu)6Ku|FjuF; zs_NOOO9&7i{*O%*rhgnc+|4G$`cH25#3p z=e)pDf1zdf-e02@_eU6)lo!ETR9?HIe0{wVa@z$;rh(#>?ypXswy8CM!Q0-yccz2k zu(t}S&z1~BukQzo00qI;qtW0yTC40r&AZOq;`^J=-QD85fpOF0(*cNYB(CNjntn6j z@8-i6AKDk|uxx04}rA} zPn;&N$RhQ*EZin(n!;^YuSqrE&cCA4r6xQu| zc0t-n9}fS6zuRuu3wTQ!i~kb?Pz5mR(%=mKuKvIdzuhIDOEHqpB2Gnz?4<7lELc%y znXjD+bg?#P_v{7uwkNvFqaPAWoBv9F{#O!q=g)yX$SLBRp>o6TdwfHY8fQauOYxz> zd+xu5RsUO9qR*x$%J6TtSO=2HWhZp*Qvo5iXq0v@Q0{Cq@cE(5oBJRJmD=%f(#GbK zi6R_Tr4AS7^h}seZh#x;KwI|fGErSdq|9Yr4v1;GPP`_Va zuwC3r0oXCKTrrIvN{?A-5I8J-BNTz=?h3D-Z|T+h`^;yb_x)|2l@t$_u&dH=L*d1< zhA|<8R8rbmq>bisLu=P->RRmvDV!Xqv2C%%iDy|-;_@Fm+CleApPS9h99!#;wMe+=rx<_j%WK_{dNo5iGc+@>WXHyza^>LTUtd}HCK(% z$f%5kT|9v3=OT=)dRu^@@C>0d2-CL|#x z${|x;G|0r|fg9MfoC+{jxA^kbfzjntl4k>d8Xj2Mq~mUEONY^2^N_ZBJltTdJO zv5b5Y`joD`Bu9LP&8FbN2Qsy^%JFe~dPQ4$`e=4OLVq!8jCxswEeLlZ4i-?_?P?j+ z1_t%T=l2H@B_bF3>%RvhDz$2C~+6clf8_N7IAs+D_8oMhW9z$i8>W!FiDP1=MByGQ%dn6RCtK`DMN{}kc4>~+HuxR^zowa#WcYmj)nYlbj* zP~_K)DjA*)gK12dP8hL>As^#RuzckWNcdUbRM{;Eg`JqzKP4dGbO3jhBKC}6*G%W9 z`VFE#;u3ad=(uNd!Aj~gVooNYU!eXI$LB<&1k*71bkF<)T5mZlkeR9(QKlyI78SX;*Zy=5mBKCjZM||b)>6BFdNumyc?wtGP z5kP|sQIm<+nw{7x?U0RyW{Vi;D0<9p9#Ph6mDDgO-T`gz>mJ&J`{E1yKBQj(I=%;< zzz5OKJ551SDK13nTt90r@bg(?mtf61UTulfkc`&9g|vI7T0=4$ek2)bbUem2@qQ#f z(GI(1EgAMD6wg)@Zmku9jo|~8^%OzOv>n0V^G?jZ zv2o6;P_?0H#onLo4W$FH5Yl089kp*U(dM?Ou-FE%gRwb}72UtP(nKm;VO=Xp!o<<3=2ai(has{>{)sWj=9iJJ) ztK)6NI14%t3p+Vb1J8~GZt(G>hNk(VA)c;&1S8G^bwY-(`y|=A8sDtQlRIX z{FmGyxHIzV>{|o_CpJ+wVvzTcitppc7Y*FtVlD@|yj?sB4)vZZ+gii{OQY7`&x-Zw zaEImm##_EWN#wE-{`ITR_q>v4#p2@INK{RIhu2Uq?Q}G7^0f_4S7zA$elA(`$S47w z?_b51^Bt5&4g>SNsjMnxwZ-oVQ4?Qe5~*b?646g&*Me5MaZ96LAa-mXKSdVtk8n&H z_|MirRCeJ+qrWb6U|n$3u5`w_o!`uE9sFqND6=6P_yHfYrG4t?y*+5^nx$}zNr_Z( zFl5-oxwGU5G-&jvdPh%LEoqz^9P}`fn^Rgy%EuxylE%qNv>q2Ui|8ULlAxVQ*bHC6 zyCC7_(f&wwV?jlkpv%?>7mSWbJBXp)a4l8jImUo1D6=9;-q?M?beddU(4*u&u&(Ly z-$cYZrB(`*cVr)9JjU6Ab`tw?18UPdx|nU(JkdG_h-)yegz;I$qcE)k8xFmDUoTUl zQnU$YtjI==((HJs2QQ05_sMY+tkjK6!^yZt+(Ps_juXfBT3ZYxZG|P@)l_t*I|W2Q zRBRZA>2}#~G|#HMkT#(g0bs$P4EVH_mNrQKcYCNoS4iD=Mi?Ut16Yg><+xT%|w5YB_KFheld`otFAlKN5x?E=Hsk@l`IJn_Xp>xpaXYsk>m%E zU*jDxe#X5LnXIN}%RS@PB&X)vgpN1!P3RuL3ndAq>Nzrtw;=!p4cpa_+2DquqN1VQ z5*nwwZYD}bVNMyFD~RJ056=E&(D~uWbPUh?(1t_S#b8c-N+H$Nu{z1786&Q$&gjA_ zM^7kDFE{CCe6&HNK+-RZ&1D@ZFu4iUeV&RnZj6EQPofGe$w6=o#(-e3MplW!VCx2m z99xqvS>Ix^yxs*0Jltr1Kt@*nL#)T?pT#!CB{p%HhJtpOg#4AUb2Jnvy+X60&Iub* zzmq`K53?R3>Z+Cl5j;72MQLS#!Do+LUf8}j^~=)(3PoPGhe6|8bLTH({i6*$E=G5A zI{u}MN$P(e5hXp#_UJBT=GMHy*mS}GwxW`g3QN8$oK%G;h8cKII{-)GL7793@99m2 z;8)^x*$8_)j7PywDR!8Iv_?z^H3w4```}R5y(tTMUeZ+g6V`cr4OjnXuT0u;Yq~Es&ApvL*sbxuCH_BSDqt)spkVt z74qGkvG0^7v-(5mVdt7_c{dep%n(>`-!B&FG794!JFS4-(P=&`L3oE?|9S|VLP7aT zwKIwl+PQl^FFKF@1^MW3Lxa~HEkV>*%NfILA_E6CA@5%Hk$oUxj%kojVr7&w59&C8&Be`#tFUjuND3ta#?M6NSnV~Bu3O;Di4H@y5iq^e z!U)?tfdxslKTqeGSPabTxyzK3~CQ)$6CH@7bp8@;xWpZaU|aF3*h+nD;6oV z5!d3T;1^I~wRwCwo^1ku(j?uA{`tG2(eB>A{HAoW2QyTMWWeHz_2w_YfbA){PF9Ok zx5-aQd2;7%hiG%)C=t2dgz;DS#pN5X`xG^~VS8-7+;vg@68^|Yq{(A+JHde)-AH_M zc9i1%gQDuf1}a|Il%26xH+0~qzRcf7S}vN{QaYht;Hutwbt$tfEUoZ_OjvQKe zc-~{B=@P2+Z?*t$u*oT)^KEf$Y^;}>8K!4&pAg5!bKULFmR>U?_1jlLZ9tEPtXUVT;_g!t??F}36Doq zwv+oURxliIP^4{)7W zAu22-v)!>P2JO|n4{TzbKtA^jJ9mFX5A`PFx2w_Xi6vuLMvCV#QaDn)d}5voSoU>S zJ=z(ritJlYz&9US65HO+>D_iwlJd(|@l`?9#4_4Njx7xnvF4oy4mNZx`%}kr4>PC}^M)LM9s_9iC{4i2XhjYgbgo z7N3_#)eavhov%Or_*qSWshn|k;V!QZZp44Nn28j*RZ7-$M8KwUZMI9CG*dY7X3)Cj zjX~zi8^}rM2iff)uD$6MhzKzY*G+)h9(CJFK(YqFLR(;xSk2XQIcndkj=P*}f3V~V z6;F)3O<>2J)%xLoEjyqX_v2aL&gIUZckXyMp(_i(ccG3+QXb<1G39uiP$2a4n4%koQ> zYA_1YnJ%_8Wms)hVr3J=VkR=7T*##n%%AC71Jm3ETL@mrHoHU$nt z)@4L9jmFp~_CGNkTh=a+DuEIqm{}*gur^Ki$(fiKanY1Uf4$cWW3uuP#v$byN2 z`DbPin%XG)JU`);U0Yn0*$S;}i<4oJvC5y|Y%WRTM50$JzBrdTIEn&27&fFz(+OvY zK{Sm2O149FQp6`ub7gS`ItGHZ&)5ul0aE#|obY!qw<<-JTf;=OZDDDw*zSGZL?JTTqwV9{OQ8C8zTNRfzXZ6X@J45B{ngex zYw`M`FRpdjvP4i*+F+kx-oD)_y?Py_LWEsg+d3?Yz2;^W6V3Cof&Fcorj~{*1aQIF z#?%t4LFW)z?B-F;tv5QrNhHh9y4F*o2SaLZV0ypVHOIV>|DjJz?NG%XgVmO=^A{DD zk@G>Hbk(oI8eS?*~8YT-5EtZb)^O|>> z1top)X&I}Z?V~4Tsn*t)-7v%L_!@IO=C%+J-PJ*=1W0umV+_eVjnKTn9~ zSS++mChvp^<6@Tu4u*Bly0EI<9CW`j>RuKFd;WMM+530Y?dV&BReYEge`DjC`3*t4 z@+9M$YOzc&a%Z9(?3pbH3?IzZbIDK%Km2wrNgFoG6!>JEwYwfkyyecRdGbkdi0<)t z-pvE#jh^j{=%jfHt+wY&Xt?RF6|rcC+uxVf)c5z}dw>OYok8Hr{qL zBR!%PPX^O!4#_9xx1Z0S*xwdB*a{C#7bD*A0yvE4*cmM+aB(lX8bS~1K4d@4+RYgw zlje#&B8{BH9kQ}t9-#3X3r9v|Xfl8ZM)*PsAc2JZr_wb3ZeFq2R-#Z+P?RawwA20Z z!NtDqk+>`dUY7z>_-eUXjlCR%aF1mK)vI2wGBzh{Bys;>*Cap6o?nzpr< zB0DB3s74RmX9=R^H&%X3BufPUHvd95i-esPK)ca-*hNw(%tGxgz*1#w(%L=2qx@jO zUi?68bt&@ZcCQrDO5VE2zn zkMj{aMguIuwE$J8>`d?j`P^dgrCtvW_U=3R>7IegJT-_R9$j;g%)r<<^z+wi{krs*%-n`LM)RTSoSaZ`|t5R8t zPxYi-`i!*B9+Mej&Ac|q{xBq9R@2h2ZiOW5(D$|vt9!V-X-m|SfYOE>;t^dk)Iv7t zvsg?R(G55z-I_h=p%Hs1&0}4kvW-fWB)b<(1uzDLc@e3QR;9~Hx?m+B&$h@smm5&O z-L3=AAuh1U@U*Y#$CQ`bcg&cSW-lvV&6-ZZmC&^35`)QbI5;Zx14?|}r(M~V(rQYl z$$>O2Kj@QMT?*{=4hKfL49B+kb39Zkt9%~|XO3X{c|a`HNMwqW-UI8zOyZWCBQXzR zU~*QZ)J^O0dRv?LrNv^aG>yPwX3V|U2Snh}BlVL+x$*hT=w4mVm>L}XlGqOn`u57Z z!_958-NFueB+}9V&)Tpdtppmou02iP2h6bC9tN!grUq#^wEjk*tRbSZg8l#nd2&N@2GXTb7@Uvx1;<54H>} z&V~WG;c84H?lX$+&@cvoejgW7tzAe+|Aw9!o=Y}M^2`gwuoG0tYl86 zwuoe8WSrc5yj%_8?H#C8th{WT?5v#ZUqSy7uqZm2OPaV_kkPTTvU9Mq|G&~CtC0Z4 zkMoZj{Ac4`Wt*R{#J2 diff --git a/Manuscript/fig5.pdf b/Manuscript/fig5.pdf new file mode 100644 index 0000000000000000000000000000000000000000..7c516434d5026b235c383b9a7cb2c3284a55c56c GIT binary patch literal 7866 zcma)B2_TeR_is^_$d;1zk;u}ReIb!;kbR5Sk_LkjMq`vLEtaxo$&w|K2%(Znn=)Cl zrx006vL#AX_WsW^NWJxa-+y@KKIhzX@A=(x?>*<-J5t7)L>N*5%OQ1ptay$C10VpZ zgBypkG62^nd%DnF0W8Qe`vB_rrK|z>)y`;pr;7<7boC6H`5f8o#6uL@`0B#6br^ z7enLcH)J`_Zp|-yE=P)?`Y9PU$Pa9mZhwb}IVGJah0NA9+$B_IE{qgB77{>Iwe_qF zIZZ6@OB=R!XEn*$^9JAuuR28YdW3VHz0}E)X{R5Eik9wfkqOmJpox{399CVw@U_Q6 zu+THODngYj?fihoMRAq#WK<7g<6_mpGgi+xwX+Eigyo0p23Fd>!S}&cpWQe)Pd{|$ z_(qK{PJC56sAHJlvD#1%V*}__2u==Pt8p4eF&THdudd&snB%)Il*>;sEBWw z<#>BX4I7GRqb~9}O z0^X)?nM%tP78JHr&wsdqw3Bw_0egq6u9wM=@iM)imYkE!JoSZluAf^dUPu(6@vRd<-&W6 zA8*9(DM#%#@#QXR(5`7}J3ih0Y9sgJiO&~eZR72}JF5_UqbhO)0~hMv4jlQMQq$0( z9zY)!vg6=V>wlCb?tU?LKzUt{m@it~r=(RTy=Hp+8TXx}k5uA;!E8xO3@m$Uc05%a zC!A7f-(IL$9iCo`0)*})70SywnrD@TX*!wL30g3QJh{I(M{x*ep80yZ(aPd!C&#u# z1kr+Te|ddaonYHO!SW`(l%jX{*}tYt7?7jn7(07CKR8E4M9Mw5mUdIF*sai&muSW@ zzd*B2L>7Foi@{xTug)VLGcOcOMA?MC93X7)IBQXz$0u^Lb8k z$�&O#0r(98qM{Sy>!Qz6XCOus#2Fmw_?ERjlO7Be}2-i%M#3v(@&h?QHvszLcAe zb!!_@$uVvA)%^o8e|mx#MtvFmc_A^vv8l zl+bHM3Mf&RoApP@Z(%fWR#Zvs6mHy6m@9GD@75-DD+7BRvEBq0Z~sO52LPcn_Q(+U`6`LBDb%;p zt+;x5K?oJ4 zX-bB)xVG&Sl87Q6mTqAqVNH?w&b-9zuko)*V9^%u8q$$!Cm${WNhdI+FM`sA&WXBm zDIGGUM80qyVzxm1{iYpJ#8Jr>wwu@oN_=m48Lp)`zG$#2F>ZDQs@ef|jJNz#C#F+ zoSfhS{jp1OFfqDyuAgz@6~8gJA-^`)63e*SZih>D!!K2T-6bH7PigP1 zPl-mj(0!WkD>buK*j~Kc{`N)xhL?hP(q`ig;_LXgMC@^nh}6*!%kS>5bd5_LO*mxU zV*4?8PoAWR{_{v~p^z`5?u2`O5Z^p~mCm%0gIHquIg8~6f8kcF) z?#JtPQ8bl%#wW#QzYVJnJh-DVd2VVX^5t$;{wgc3T{T0Ib~UAEOj?n4*_u`LQO~CF zk`?nKIR{ha9e!}!Vi$L(eITDUJig4V#*!LzSClTy5C3HJ^gj&*dX}~J3Rxh@ctp6QrL5W z$8raoa@f|g=cgLY1YuAwOsWyG^d6Q0GT8HvoO z+%=inqMS1c9P!{1Yd`E!;q_JI+e3jSAEa#t@4RuvXsFJu$C`v@9kk_nCH{aiU-g>G zDQ7F?V>h%slk$)qgHxwk=tk79R94|#MlMfbKQ*J89(tw2-l@FVG#W26e$|2J zvUJj$0EZBD`f=5&>Qfzpovr{)SKnAkl5OZv*lWfU#z5W9&CbKA?y0X{dwfq1M6Ru? zlh9VUF!->LZZV;ZTjkK6RG>mBD#cHlL81OfbvyFxzGlSrgzO<_5#i>>`yPx*CHus%i}DLRGj)u#=DQx}KC<@VhS1x0 zI3xFu_^BMAS}P|UU;F(jCnEeQYRVU7t+Q?Smx6-fJ29O*D|^rKI4pLiTvEKRh)0P^ zJbN|m;6Fb-oMm1s`h!(Q;_WF8vZvE>(hR;q={A&OLnWAHqX<|6Bmj}Gw|JL%Q zYn#!*+#66GeA07?-J*fFIwKp3F7HvpYKmJS=*G^&r+FVL3yXL47@W(I1dkvzS< zAYG2fSJ=7$o#w+t0pZsGr8LP$DUM`QZFNXwdE};KZ>kT?k?ajXRyO@*R0NRz*BMCh zC#=7nfgm+zJ`QxI1vGRuA)`WY5gNZ8k1S#<^caT(s~;PQK75XlJBr$)*`k}L;1?}3 zOdSSZA2s&k?>VHn#YCb{YCV@pf`l3UY*6bJ!=BJZalGcRP4e*P^5*s2^P5%ouUo4w z%XLuNRB^yMuI(A+ebnfXQ2X8#UDV6c(3)7V?zX$4WrKz;%=P}}`^DScc)#S>D%z~Sqw2)-?t*WU zAMou(lJeTB1NKqd1z&zxr@D5m`U>{U;FY}}te%U0W6fpHRUGDiaL9)^c7(qgHdjlW zexgNods6thz`*H-fP5Q&7W{U+AgiXt^wr4kB0NS-W8>T|Pmgi_xoMzDS>7~g6k=sf zBB9mwujxasF2ldgAGjiZo?-1`)!Zr(oLb*iLX*&u73cRIlQ7Or+x=SBz<*6ml9`62 zaMeHWzgeUsLOI-H7f%k_%(g$GZ$S+oJ9npsQzh0hy`Qm_^aL4O;O12^m@R+zqQ0s1 z+Y=YjhN3fhsT-%xhItPP7&a?x_C2uX(x;EH>!ZD9?|+@kvp1csV3&PraT`XM`qF(( zm+Gwkd_y_ia4PmyZ(UwT zEZ-GpejHaB6uukyg||+jA^xiSWtPqzER32GQ+;8JCb)T*SM#4nWSVB#iYOH3rxpL) z+R&=jBzrs3C|-0bjk#?hmLbUl-1kIvJq-&3c?}YUMuoVLA6XJ{C%J&z`lq=1k_*5f z0T>z$;P5yAuc)}}1$5~ocZ#E$r;9roKrmaVc{@U01QcPCka~y)n=)w)l9vvd;^Mk0 zVMZr=8~_MQtsz2Zg@90jlTSti(Ek2)zav-O?1~$Mgqa%tx~-Wt>LhP6B=%p%4!Q!f zs5>$XQ~yLMRg#Kh2v!Ef5| z*u}%Np?Si0C+DUHL54H`8B%2fjGmmdTSm4w1t$r!6U0e`WI0A83X-LWPY;jzqtm3_ zszvvNjMi-KOYT2o>>8$`x_I&hTgAvr=K##hxH#EL0-@sa`t_$mFImzEQ;s3RlgXO{ zZdC@w9{HZL9JZ%DW|1n{O!fbFz z3j1_DThJ8Crp+x)es4&0)WMd+26k7rM7N{r*5>4YPc#_Nw;bso$JHgm+xZCWK^oUL8gkDKH=Vq%T&Z?e8r-T}HdI`l88zA;=?$e<7w)j!NZ?On_*VMP+D&IA<-f{p*!KoF=ypr* z1noBJL;m%zUo7T}({QNSEu)l}AV=ARLr!-8blKGAWrrq4CTkpX`gBp+$H!`7(AGT$ zXb>cLOLA_`_9g>qeXo(KE>|v|TpNBfKI$)F&Tv>p377m_VE=f z4Bz)A_`D?Xd3C|5Yh6K_7rbyurJM0^PU%)r+5#VFpQywD&#WsK-9-kI%c7^)j; zC`8o<6a>@-geRfa!lBue%hTEp&|4tgU{D&R|NvB=Yy@i~wL@G{Jy@8Am|; zuiy-d{NnDx;EY5u>DA!8BJuwT&d8+`!0H)e#R5?5TpcP?!|x8C$y$xd|9Q+5nm1j; zl|%!;bqmD}ebO?G#WCrB$JM2L0g_w|b(R!QHBWEK3WM3slHx>ng~A+^f&QmI6b{-s zSoG?%`UY{AC}xNR$GaLMm(FCXW`Q!=-@`a`^zvo`(W5v)Fqrwk&jXeZm^~nW$pgT= zV6_KB9}lnv*!b5>0R^F1(P2!ZI{7$)zy8QLLOC9QR6t_E1E-8Do$jRs2hW`#(}hOz za-}$WD^O`JvdruSt^xiu1ZInXGEs|2L?Ezu1Of+^I1TW@ArN>JSR%nk6M+C<5g4$9 zXgmfi3E%^!Fi_o3o+9{;UZNp+G$@M(X_OXNf(&K}@_&}#JERBF3F%_$fOJFsfNk(# z|9DUj#D_{W^nmgZjaq(3gIG`y29OE0gRr5%azzFMVTEu)xK{8&vQXb(3CW?saic)J z%y;k$6lLONVqWeGoPB2B5GLG8pAbe!A1IGm;V)xgjsdbIC7ibVOo}9 z+IblR7Q(iSm)ZA<3|Nm>WL_RDO&x{msR>;;$e<7?Gy(;hTM>gr;4Zp9Of@P!XI|QGacTF4mynl9>HkLpO?)jeq?AaA;)S;rP2ZBN?AI3^8>?@cGs=*-#2gS(MKN=nO!$nk$l7Y+FU literal 0 HcmV?d00001 diff --git a/Manuscript/fig6.pdf b/Manuscript/fig6.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6d5267f0aacc56f29c99336c90a0bda28cff7df5 GIT binary patch literal 57314 zcmV(4?5av(28Y+-a|L}g=dWMv9IJ_>Vma%Ev{3V58Pz00ocI+h*S*H^5jZ6HpHBB@8$ zfMK8jH_916H4HZr+l~w*_BG(FM*V(iJSIhnI``b`%s^zEIX0I>@j2f!edhB&e@W;6 zOUM5C`fd8()BK~(=l|`W@gM*7KY#w=pXSd$|G#IWRLbZ7o955|b^iBXrvLWe&sOv2 ze@ywuQa}IYlh*miIxnA8^N*v{&uhJv+t#&QQvI>)sUc`O z|JaVX?)7}jGN-hi|M>jtKcBr>_=Mv}UC)=5^RLVKsIx0a`K0_~OULJ5|L5m#ufONl zWc)t;;KwZI$NcJ1zv@a_@WcFX=*zDj@XH?L`A1IcC#B`bb~fSz_D@MaPVkR(;1|FD z<@?W$msCDm`mruY^nYLY&_DA2U;O@;@2^;|`{(?OvbNu+bKRA5nf;Lt{OSR}>_II4 zWj!BM;t9)kF0=H9dhn|U{7w%F9*~c7>}t2C_VT0dOSh%=c?8N5KsteK|FN#q9q=Rb z4s!dkulWvaa{xs^-WxCp;o2r5dR~`~UVj{MYAmaOtvrCU-|p7gUm~sJ0i<|HVm~Us z;0EMbz<%tLkW>QU$DXIsE_&ZYd${)P5WTLZt7v>8f$9cnF9sF?v%h_3CvqFVJud=c zxVB?sua@@pn?`i`v3R`JZ50sTy6P>deJfS~fo)If8P*h$_E=CTQ?1x=Q-J4Jw2%i_W&*D*QQB`R>N}cl|z6=NJDo5n@4EDfkt}UMbEVg;KNc)-Ww-U)KH6IgR**L*mf$gIv6jafN&eCBJi#^?mj{|Z0{QaJ~+ zW&!6AO++@0bJiH0K;@b^0dxsK-uP5aG=Q{=<`5N(9nXss;X*qRt=$vgkemQ6M*`ec zComUwBxyv7MuvbE+KH_DE`(!r0#!>Od5q4nDsG`Wxbk%bG-y>ba3Zsgs&XC-`kGm5 z@dUOd3(&A?cnNTAo`Bcpj5RqC$!?MS&~%_hJ+xR)U^cCZ$lfFM@I>&SnuK5}5Sf#J zJPT0APCye8heq8!5$B0;h(0G`5|E8>u>ugOdC6XOC&0A}fS1JyBtNonyiPz9bpkxe ztM3oCC<1tY@EL~y&693k0_QxrUp#oKFBAaWywx`fzD*3ss{TxtDlBi7={svHRdv56A5S@qq7ZMIhd znwxWEHqB@DKyUHAzO2edzKwu}b^F2Pk0W`}sp3K8nqQh5njqB^&ZATRl2dxf-!rMv*E&E>LZaQDbWrYsx z0+!;R=(0L{xVeQctAuM7J;PVbLe7&{fUd9eh^j?^xU%F!rNniXesF+JdJ$K)=s>`U zi~+$|l5xTLy9>zVTsR*Bw2R87Wrz7$Ib=A1i;#_{s!m|tygWlnTvm&j!Lqg+f99ep zysUJeYfF^1F+5zmSZ?MIA>I+tpq@9yQUnACblwn?kYEsXCSYrrCF0S=!&S^ltw{jR z7XrImEWya?NWi9@#magf!~_#qMQaRCdKVq+G_MjO8pAkKOV+|9tLEP%KXa=DeA@xw zZC)0ivQ@7mqEU{cyDS$INv5Hs#z60T77zpE^S|I?GHc4!osaf)Iz;l(K2N~kM}gsQ zr*vK+N*o(^O()3j=YmSP6CHq*n!5)AS&kl=(!O%bUi|`+w$^teb6UF3OZ$0f9%jtf zO%FPkO|BiQ4Fp`KSnFa0%-qFXpTo%465(Q-0M)G@?zBsExn>baeA*g7%DG!S=@d=( zWRaw9yPu2YA=?BeAAbaw0n95`bObpM^BN}P&lW%+=8hkN+LejR1KcCll z5UwSj=z7k^`QVwqR3n;>nH>|N={N`Y{P8466LRwCb#)^x&)FA05KYk>^Lh%cyB`ff zViE+YkDPnm+=x?z+laS65YESmB&|;fyZqJ8UrmBI{J32fx8b73ZE|EIoDSU0T6&O( zF&%MxPYELNCdA7eLUGa!uiF?1XX8ZX)}|aQIfp%(oC459r21V&vjKL){Sl)@wqC!= znvBM?0KsHTfFPX-;%tCz-&P}>3~=c>Vm3*nZtX7cpR)B*yTJsIbQoOdHw zf(b{tAEXrsWbytzA=s9Jpko(R6o58|9H zhxslb+)~SK?k+(~0NwY3o*CdIE}Ku&2@q#-S>qU3S54xwwl7;XiAxpV41jaE6zi*i zoO3u4k_?}qJitgVQ1nzIoWo^lv*F8j3DpOXa}p;)b0D07YBGY!1Lrqq1DLy$6*E(|il5kvKd*{) z*xOF4hZv2M%gEH-09n%p)$_4O6HLf?@408tU7Vwjqkk?2F!<1n77ZGd7w6b-(3xig z82a<1@mhrX;v9MC3e#o)BY$ohGZl5$_BmI!@9--20J<`5o+|EOZ5&k;6XkrZ{wg-1hNcAo1|A||jb~uX zSegbhji z$U?i9nwW6MLt?b#9Nfv1Sd&WwQng`JWJ-LinA!<99idYC70)D6%2pm2^lL5z}vlb&f?Plqe$aSBOz%Af;sByGe zG%R8ZaH~p%LU{+Q=RV)B(CpsRW%Q;sv*fJd;g3WAIVAET4z3)pL4@KAe z-oAym`-Dq%c2}hkIDu`CpI~O7Ht|wTS?#wUHm@}D{E`(b@B#f-DbF$b## z9n$&vx}&mg>7$7~I7I747QxCY`Okq&b9!c)&>7&)-dCy zKJQ8}dA_{!%7FwYC=E9d>{D=y)XRbtItI6DJ}>L`1xLFE zK+ZHtng2~`2m?5QSvK>Kb-RM0-nD+Ru2(SKvLFH>9}3P~7hl%>I)Qy(v_!Hc^kt4C zAzMN}5wEjs5&e`4Vu&)2%L(#?&YmoT5=0I!*PJ!5OH;ySX|f=wRKGoQ!9u)Qyb>0T z^obnq^uoggLeVOoCNCQMQ(*t@c0Wk>E}&=>f_-ie3c)_d#gRj<_tXiJ zU|(!p03yNuT(C8MCc(Z2v$4oX0t5p*3BoL5omy459GXS0?qYb&Usc9&w7S>d~fo z%<9G@NE3O)6|`)g#{-H%Bbvv?)-0Rn@t}0+2WcW3JGof27xS}Nu0PLF^SO(~`XZr7 z$T^1-p{!G9v0RVySUY-wnT3E?`9ckuG(!TarVDJrg-dKpnrm?hX;~JU7mnTCSnnbF{(u(bdlC)U;|PL8=g&o>r|S2p%+k@nZ9X4!4n%I(16=B(ao+SPzD;N~r&} z{8Mf2I;$AkRKj0JmUjSQiPeF20=BbiLOQ zVLw?7aQ)RK)FLT+*y|GVTk`z}^Np5d@@)s9)KB)^M*FJ}-DHzYu!o_|-nZFjH4nP@*5)==CA_8ihmC7iP=n!72hT%$G7|1=n&A0p=EqIL zJo`GTP1`s7UZEXT=ke@|4UNTW{#geVY2_+EcOqh{$TchaSSMHwb?&>2RiqH z&#V8z-9O>xz%YHn$>DSJaTwen21kjzCk0(C)Gzy5+}trf?+zOemyX`&WBPj-xTVTxp)ZHiI+H;I4Dff$8$-xjFrO z-ra%*$Dz)(X!?Zr(Wf~d4em*A4oriK6J01fFQ}WN)aTumYH+r?ys_w7wKTs_`)j?p zbUl5(9!_D|tL*X{ySbKq-ki?{_q3Y>+w=)1x6jSTZE%Ad9OWLabk)o3^0w>!@jmYk zdxJ|~=k#Y6zVP7m_YSUuFV2O7`=OlPdk@9ViShI1<~TS)-drW8PqApFAPoHoM|J?k-2iNh3bNS$YUSj<>5A~Z9`{&)weQ<>DT;=VO zugj`=)4w>}4=(wG)4rYfI=}wQ^Z)Y}8t@W4(1jOFp9n$t+#(Q$AccDr!w}}c+swj8 zL_&1I5}&tlikE=;5n-hxB4&}tVyaz&VYUL#QM5h}M3mgy5= zE@pt<17U_xnU`Q1UMJ$!9HY~PCKJOu6kD#$GsBHQ;>Z}tm zhOo3DaLppf1F_(J$tj~OGs-*GZru;Tv`cf8*8t- z81);Y4&?Bshn~b{c}X^*Ul}znPpyn?8J*^aueC7K^gDwJXw(vE2ro@iuWbsA)u51i zYODs8R#SR?np({AO!>L)Y}Bu5{CXW6_j9kQ8?||F8b6I_uNBo@&&uLS3V-ZbS;ZTg^a?{)G9*1Ap)z5P?SKkEOphvTvkbVh_QMD$jMH!H+o zsOXFtM0jjZpWfo}W)&GNC!KkP2#@KhH^ICZX+}Ga+@gD1PiGLC42@Q!-l{ZOo$jWo z?=W9Y5Bt?<;~MQ?y|L^&3~JNOqV{HW8!dCa`R+SReAC0m_p}3!w!*tX@jHx;)5GdG zS|&&9WpCpA4m0S~+d*G#rK3HyH@bd@VRm|0W=HGo)53c<1Am99czW21M|<*UbM6h( z-(kF-Zr1D3!u@6i?@i_3VNIXz=Je6x{+1|Du)gQM4rE7;{NW`JkQ&7o{? zIlKF$>1yqq)_T9T@QoW>-v;Nnr}y0DUq_(mV(47(UYzs>H$JTBo1@?53pg2hxC;&r zg)c6Lmsg?zdii#ai-T+9==+F?xH(5Q_sPk?;9&W1!5o}4J2y_#yp(T_o`Wms;4Eqv z?QkdUJx;@Gb#O`@+*Y4{t(WJkfgK~(ImZs}vo8*|*bp}t+{;UMGBP;w-d%kMXW)mw z@W9vr7H-)aLJjn)klw2F_WUZrCk z1CJ1nA;{w;4CIOwF+e}xTQJEGZt@67(Z$_`tn^VW5gIcDz6_x;L-5QMUt@q5c^85+ z1nInl@j%$S1^QgEKoL)LixzqdCmI5du9zePJj}YVr6I8CCG-g+e+!Pf;-@AfLx|NQ z2x|z_>La-fCpJl2#1^Q@o;0z+%v9D z!FPS^U2zobEkbXM;u|CV7}I%+22@;b7c)4<6~4tDGRU+KPwYY%CqrYL<1-d=wK#Fb zOWuMiCqqNvT+z*A1oRjs-Gx#c*`+h+FS6p3o;)_>LqD(k(|8 zhPO-&V>X9A<->QRg^;#8@Vb@Zy#f!w80Rx@XQ9 zvulhQIJz_)M$nI`&*d@Z`*_O<(j^Wtvc-e0>>`g0Bx9D6dnywnn4#&O?_|u0^30oZ zORi!B^C73&mVsqR(lX|8+5Mcz^>RxHGZ`9^#*BGocK<4J&)gH#OyBQGY@T^;##}g$ zggMh|R-L!ZJ7ad9TMD1)HP6pmE}&<=phr@n=_i?o?%9bJDBHHuA^$kd%zOM_|MREI z{QFEh{M+ZAm>9o%rYaWQr8K?)S1RMK#RK|Dy5kow*r1bnxcG{H{pZhr{ObhM-QsM{ z{wFWmwUqPL{p)YjKm6@4^IuNz^Vh#k|L!mU{;&Tso%~txFYvDf?zxV?O6^w}zxq#q z?M4r`VLu)XSZshjzxUwfbG2!})g~V;n^yDq4gbz)6N#Cxu@B&C12LnnU7H5{!9l|* zdol{}PWy9%2QgyaUVnIv-|`$kIMei>9rX1@=h?QGeiby}Y6I!U#%d?~4d7}6!DG(- zyDp?_m1Jn@S~cVkjvyX;{HLc^tyOb;t4_8jW*zL2Jet`xC1}hh{r#O|F(F@r69F zT7#hL^ZdGwYt!|4dbJio*XP;QS_EC6Cs%6`^wm?H4XuI6`aCIGgP`m4oMius@qBk9uNQ=#HyaC-wZ$@x2iX)Qy{M%oz&O$5mgrEMkjmVbim2fYeXiJ zNYxxeX7Y=pic84AH}sS=m&XsF{9VQN@9Ts~!O)U5KZp7Y09o5T>?~+;iX0S5sQlWc zg?|E5|5AJH#7m`@d?9gGd|kj1YV|;3=KZ`N-2;%Gj-QD2U8(MA>pMuUZ%$YsZG9Vv z^=&;`EFizHt?$;QSl>rwph{bzwf%tPszJII_9>r>sK1aeu3{l(%S!h@e<%7+}ng{f!}C6%zHyCJm|K< zFMun2m!uObTwyic3g2m(omzvoSh>P)OP34$v6#>G4T}`dhjTc}@_|j7^ zb@rNP?YxLd5&1<+*vz}a(1Fm!_WPjp{I5pKnCl;NzM$FG)2Bv%UGHx#qJQy(`xoFt z>Hp7x+-Md0?b9PXu|RWdcY20hUwKez{iQgAte(J=5OnfJV1%y6!KB84zFn{?h*{S2b=tE)GaT51{EtIn|!nK}p7`rBoZm02u#BqEfJdba)$>R?bzFZuJ zIwH>WY5_OaIFuE&lD&dBUN=OKOeqfLj*f%5N3g5-3dU*s=%p}yG{R(8d4r2H__}ZfP@J1sR1`oZ}_=;`G zIvdeT=-ZCs;Pm(q0sUwh=_fJK`}jV|S|87)fc3G+A)fu;cxE;P!YoNDgX0QEpvJNG zcld(b2~*c%mP2~jfEvAV@qTrPui-`JKwr}nUqbWZb(6!HyzbXcj$ZD11kA4&tw4pZ zKr|1?=m=ojen#pC;%2V~952uZE;~AW=!QLX2cuWK9vw!$*lZowIHFi;=`VUjzA)UX zHCd!Hz)g=cE5-sBea#+Us&df}v~2Vymy{mB4dQQy#lXmSH>;b3s-DI=7Cp6vz!lTx zUW@xTzKVB)k#Bj}%*VwcEHI>A_dk}47l%0nj8Vrk@FhtXXg<>C`O^1}VClj^f3b39 zWA7R=x2OV!!&zCv*ns8e=*-MdL4PS?gU5fgSbq3?2omlh@q(`oVJ9NCL0m?%i%Yg9 zPO;xT9S^yXgW(=vqNvkZ91)YX%J+qz`X$9_wQM2>76kpwYkRDaY( zjc-L{m9A%e<}76#rvvd=n|`wDXkQ#&*EkyukNcvES&FsAjTGNpBTLbbc zd;m$6A!>Y2&R#A{`0wXzHeS=lAeT)vucrGd_fGb+uFl~ssNN3@&8iF_Y}aMBcJ;bYv*Hl@7CfFej@)zuj*|S79wCh}+YaTK$kpsp zV-4~OCVvX{L4I5uGjkV>ZkKQ%M+8v8H-|SYt75d59HDt_-3T@)x*2TJgKi%(>C%P# z7lRR(atzmXZAUCnYq2rn0^OiOxJBX|@{!k#E$r}h17$;m+59itZaM=n_7$v+|KdFE_^6->Au-^ws{n+YJZF1kR~? zkk$)9J8w&C^7ld6S#)MbUaThtC6c?GTU&hiWunzL_%x(BI}ld)Uxl! zL%YJj6niGx-#2)OgSS1;b3oMyH^w>rrqK2pOYNKP7%)hTbcDjw7i}`Y7{|IiD5Nyv zHW%4OENBl=JgU)p)iq=n;1NTDhUHo_c(6_^jY!J;s%yxSneS*{=ugJXb6XWHUZ#{0CD>&PXK*Us`zd<^9S!WS=r4oiE=1 z{rTV1qI`}tu+t>~_0|8M&;R=6>r($ZIPA@zf0_Q6^i|52_=kN2rFBz#a_j%jTA-pQfXKWF?fmL7zwS-Z zwp%3(cDvYV9ojA?GRsp^tQ-(IJ}2b{n}8_6O|oM;kjVWe2m6xa;7XCXG}}~BlT&E$ zLCG&uKDcu3*@Ld(vjf)(cd-Knj%c$vBXYI`!UVYp4k~n}FQN2AmVmOjQLSpEEGR(8IU&qwi$`buNS{6dp|%C- z2-?dK_f13tU!=(|i(LPDNE$uEKUlIR7%iD74dMBpfx*FsMp~lD@Tb^MnD*DP=ca1u|%vc zkhyx}#7>TYwAEp3Kz0Xm#S}-zs8BNlaSqlVCNj)XsQ`3xxK&y71vW&N zT_zquH1aT6K{7&jLd15LVuVJ#5;;oBGPjtlZQJ5O%Efh9b}x$)(alj#eVLu~FfwzL z6v@VwiEt7`9UK#fy3OXWEzdgaHcqydmUvDPpy=}n2(7C%Qv3j+9R(ML&XE%dhx{#o z*}+yGjN}{+SFjbJ&4C$8>rtG!46#;QG@*SFq3-QDPX4KVljzK+uqt=PPKz~y`^$OL z)A0;ZReK;*)FFl{E5CJ8wYw{b3P=PtDV`8Wt81-=iKK3h09h2i4k)s%D?A^_?6)a@ zMM(?~CEzh#<&fh12a})@$wK{QD`Q9%MYS2B0M&97mgM5g%$tz(peu=^v%RN!C3p8g zSH_TDnHGV}&JXEyj0LIroWEURR6wE%L(KD)S=1@+%M}VSGgPu9tB`AC0xij27%gN9 zNR6K@tC8Xw@~%4oXo-M<>^2dx)qsc&le}1v4{><_EaG^j*evvGz5%lo&E2mQJ$px1 z=3Kj8KFe6!12mg=A4Sgn4)ETrEh%c559YPjn5vL~vZ1%=H6p^^|Z9<)mLesjC`rLTgdvt*aNz$`wMUUrZEJ&+6b$0Vvin zx%4lPh|ZnckK$_b0WjxwH7V07khqzGYk?b9GRyD9X?0bV^eCikx)@`m6{t#<-`DW0 z*(A%a9W`e&=0|W=CnCmt4>@U$i1S@jCrAk%cZc}`S#{_8I+$(V0q2km&^im|0+TTj zq6 z2Rt97#C+t{by>s9E?8_I19M}smB|eVFQXRQ&j;}~DiKiygtw84mI#@ZsWNJ!9FBmG zlrcbdD(Xw}?FcCHVv55DqWtW$MjC*4?Aam_5HQ(_&v8W-B}QQON-lCB$@wfL7y#il zhXg}hc;}fQ)w=SyWkZmdQcFt&1V&osUMPXMBAa#s0A<2BpT~q#Kq9Gw!Z&~@f8^f1 ziX}mita4MIm64L^?3BG55HHY{BnpUh$&o<<$eLw~R0@9})NgORjV1#04u(;$>~2DT zk-Rx19SC`GAanGG`e3Anl8~0+SnL9MI?RCVda|;-0bthcyt#lP5Jm?enIKn?M$(^Vlpk0-;Y)Yl8=gR9~t%bLYAOP5+s$E7hw1&G{XGFtt(tN!4jY zy}60V1ip#w&Bzj1)PFIWK)`d;>Zuz9P<0VNG2KAOCtx~LAd413_RGVByQ>}_pll=f z?mGnt3juJ&86f+dkG9-d0E1Z#)26vo_&-;2ipS75?nIOrARiK%nXYv%MzCavc*to- z;ig%4H&NP`gQhegN?~$X0Rcp2;z;iWWMM6q9Eu%4GDaU3(14IB0pc~FtPVuHaFY^B z-5agDpA!Is9J+TU*%9(#!x|9ie0Urv>kObJ>GjG%1VqVd4re@o&hc>e+Bl77ej^_w z;R+BL7fweuBD3Od)))vqGC0l22@374D6-YN41 zQD2Bup4zwjmC(l9Z9kkmcl9lk>GN$*iPRoMg<(ro3xoDV$}c;ax#mn zIAprQDIJto%f3?VqJy2UhCMPnMeZpe)F-CH3^New!6ATa%Ok`QcTC!pQC?7UDAnc3 zEN8Mq>V~tUw~TIw5h@GQLSb(b6!ugPtJ3DBW-0_iGr>Vt7C;e?LN9Ex=GmD|nSpk3 z8*(jkyQ<*uT;)?fr+5w(gW&6{0c6`^Tt)j4^@6iCSOBONoP$5gyNq){V!^YJ2CUqX z*B;R300ePkK*+PqvwiA;;P^a_xD=6$b!YI)Dy18cb4+k|uO_j5jsSuB94Y zZu;aUkaW-ent8*nbDV9nYD}@Q9m4Axw;nPGol{bsks37Pf@==Ga670vtV^uz?NH9g z*(#*GDZych%OAOnm}b?PdjLQ*E7e+!yh;8+QY}pYawMGsxl{BCpwmr?DMD!!xZ#%B zrXe8b2;`_>02+c0ZlXQj0u~vrWSSwQbUK$rW<8k62>26R7Fy<*ab*20Rv81J=Tztg z0D#w#|Ep+5=^$NPHgI+j`Q*e>Aw?D5k*r$;06ifRmFIXV4s}?_cAbHnY9Hj;Sy2JN zZ#hT)R{%J~(8467v^>Y6-&{W#hBz%0tlg94LF&7;7{DQylbk$3gWW+!^q`?V%u5s` z&B*qZFcv;(kUIIi%W#i+vB*%Ai@gc}fU(Ur)&|T*=OKYKb@2-bb9r|nRsi5}z^k|$ zl`IaVEBDj+P*Z5Gfk63Ga{Dxub1X8E2!P@drY(<8;ht#PcmSCmbH@*_r$QmF&T%<7 z3v^wa$q@iJo9d*Td6P1&QkgRu!Rb&N$Gu4{Rgbulkvnc<%AEa(7WmFJ>dfR#iL=-0 zJk9_huCI~C4**0rSEB-;3ziUb`1V>xr~e8WCmxWiEtjKmpG(#eoLT!aG9@+?E*CSzS^OG;Yjei)l$bq>m%m zj7{lF8T9BKNUMT^@Kjy}P=wIMig4~0MtKFYDKDsxi&?_i%q(k@A?EW!C7o+wsYM+WYagg1T5_{AT z0dg`6lQ?8av#V+-(7Ri6gR9O-F)c!@4#>^bHf|uSF$hlI8yZPDDYHjWn2f}o7TLWV z*G;PEyoa)6-E1|594h`{y~=&~LpK(&nVlsQv})(g!GW?E-a=QVQMU>4H;tEcgB6DoKt2Qg@T;n;^Xv2-9Jvr>EN$N*HGORW^3@nU` zkj4^MJRT7pk87cln^j16t<1<}83iGMD7R+uKFF&pI3YsHSvNFD2Iad1l$rSonk2HQI(`t4R4Is9tyJjDds8MR& z3(^_;!OFjxS%XqPQ*aS_hKPE#|U}Kr-f>;+Tu$MMuixt?5wdFvhzXoGd;z3ei zFQGPBotCjgBHYZ2OKoIQ2NDH}I8uUEIXqZmYBf6-8-RdFgS|NH7l;(tOIY*)(KWa% zp-5SsH;dn@N6+>?X~HTJU%TciojnC@_JfEsXSSLJ~qnz0fT8)WfRqLgn@(h+-y|r*uuodbO#MIk@U*$7?I1vTM;U19RyIWtaA~ z%B&vNj#sPDfmo$)HVtXasdry>Do=!@3twZuv{JRMcM5=kX<+pwzSP}{@2Chc=D?Cn!8fzGe;yG2OByBraw@_8;XhD57)5YopMk(V}E(~T}kU-yAW<6cC z)tuV`P)SJbD~@}0Y4WhEWfodKK36qUAXHA*#Z~)qRUv2E@b*0(MD284V*S=?L!cg8 zTJk!}nw6EEWl)SJ3KMTN`~XEpQ#0(Sao{?GiZ}z(ik^BTSPf>fyMi7h7a-b2y}Xr3 zmB5{1i5FV!f$*%IDcPP^T`sFgKK9HzWY0Dt&tgB1P2DI6Iw4Lfm zlWhkak0DCZMAcAjC>meu)XxS^#?(((xw7_pQgNEv0msKY+{lX8rhH-mg(Ho02zE#7 zmS%BUqvjluDeTs8h2WAx0c`vK$dL!g=2a$Fh+MAvtX6pxSALh*P&_DwBaug_ww#t` zmCT^oMaf7z7wFlO%M}q|`vLh?z0CZT>&aif5ZO0r_*MBqa$gD82OzT(pISOC&PCN+ zwtz&MPjQK^7=QVFWmSm(T)ttssPOXTK9m|80}sF=x>`*LQ+e$@`GCw$oSuv%yM2a3 zAP`9~&1(>lB$#k51mfG=YNC>So9}HfQY&f>&Vds++oRLYj{xM+8SarlHaR+5X8~nk zlG}rnMH3)i)y)?Z2(RkquL&gFJZGIPC#EZQ7as#3K(U=c}Qm5W097yuJT>1gf zym>CfB0#aZ>h;Rh4n)#MIH?1Xut7)m$=TErb9FFZ+ly(1TQ) zBZ3if&aLKee3^p?7V zz{{1{-nJj8DHkzpmc14^-I0q?6UGUPJM)T0eO~h;HqI}5%g-jF^a!;Qj}XVp-(SM7ejWa` zB5n(-BG1d=0L^9Dn^U!8LLX0ld;ieK>G>r;{n~LvZlg9m$M${rUnXdr!(pO_#qhRX z#x->|7_fukuv*do149CrQB8{ik z%hC2c|Hd=&?HtW4M$@0Q_w)Gu%pT8moc+`N@W0;>Z@0+HMbq6y)7y>plUwb1^WAR8 z>Fo~v$vr#X#oc`!54zpzZx{c_8{GMaY2-3~#)*vFO3%uoY9kedT?0NlMnkT zuQsrAcaCogzVOZ#j=bZOzkKqblNr@JpE|IzBey#+#7a4OW14%$`X{{ilRp;^KlM!f zjnNk{$^xUj(8&}bW^|H=kx@E%N-%c`=TKPRO#~Xnq*0O@rLCQ6wwp-S$!w!c_bT^w zvf*UtElKg&wl?z<{iZ1yW~7QjXyTI=@gGyl38jP9+ z79hQ=A4VO;Q;#vII;akD97t1#3@VdRt1@a{I_=D4sMp}U>3Bvx&_h==4H~8IpJ<&% z&D2eMH9b{a->+J*QB(HRrcDo>n;VUKxlwm_*Y8aaEg&1cX$nVe;-GMp2WqF395t73 z+RZ@$3S;SXSCWpJ)KS~|)W}k8>!`P;$sKjOqyBf)5rZX|?&|1=viU_FJt(X@owoG% z56$;awBw@&z0P&-PETv98;us%r%iS+ z+P)ZeN9*s?LOfcLUro)UJ$f)%k5+BPb9JWgr+xh0hCZ0tJ4^gz=w`2fGwHus{d>;< zI}7yw142e0gV7J6_f_zNdXI+hH?N0R&xqc8!VVR^kHz;-{4hpejozQb59+->zF$2< zM(>fkhl!m|dOwu!pZKbb{w%%A%k=b%ahs>_%;;b9@WGj$o;q$cdh?7PKR2(S>FGP< zMx%ex(+BC{r!+mBncQadcN$!xMz5(C*Q%%g)##)3;>Lw@c)GiK-TlGdea1$=GVlu1 z-TCb1p!Vj&_U7l-`NBg_ic+ky<@6F9`^aQ*+3rs%b&jI%{M)q)i3vT15f|(aYNP@sKisB{AVhF?- zLN$h9jv?G*2ne}CMk0vh3M(Nn1fINvrVPO=LwL(G{$&V|8A51Uj7`J>U12x|o^d+Q zIG!QUXN(0J!i65;L_@gI6_BKE^+8JphOnj~@aY*DHH1z*W2=VXt4DZNAHWqMU00Bo zfgucR2o!rpl8v!uLpa(Hu=WUP>x14R46en+nSRF24S{t-=-n8d_l)1W2l(B>{~ob{ zQy)C&zdvIOhv35@JaLR*9D*DlVURLLEeYE)ZPa?`6 zLFf0l^y&Ko;-$%;(L0vpO8;vpdFJbw&$o;9s_us?&hZF!~mVkRE0Ej?$ zzk$j525#vF#+(Fic?*Wr2GkkfvLDMG4I7&YK%U6#`N8CY}`|9jCnZ5TpfKr4?jqSD*B`! z&&(iW_KR%u&NUHq#@KO`q)MC;4!OlsR2i9VObi<=!zeq~{qk`1DzRrtg*u z=$;DbnJ;KaDfGxXG(~Qr&pkEKn7?Suadgju=0@-^LaD81)d8gnt>U(-Ed(><%x zd*-JhIaHTFDpFkCvP}IX6V;fls>^5<59+dB{Uk5em^2psD<~Bp(urasTn177vA^Rj{Vm-ZLD&WkI}WN}L|~6hA-9xj5!!yytG59vL1#?^z(nOp(uQ zlG8oq%M!f6EfStj-_pJM1;z_?VM?%v+9gZ|cs8 zmkj7*mh`tw>d##3V>b37Vf&cVefNuI$?I>~;a?KSk2&UVdFZDxS^axH`!VPJkQVBp5cU0#Fl`Tob60At+%Ttt(r3lJJB5R5en#wrFfwr(NGyw^h* zYbHGFDlB5f<(@Vf8Y?v1D>#f59>yvVD#6)orZ43r#)=bfRVlz@PnYxSdwq+s2F6$? z1FYI~x#PZ7+!(8JyjAWPt9y(UK!zeAV;vDH2JNjpegC8)$)jk=P}byG`D7Z(qr6v8 z8LO;}l~}f&shh*)>aC{BQ1<1mG7OZo)8&BvUSnpgLo<}Bc`0Wzl)QOX#Tg3cY*HtN zfBy873Or+#p0Sb-)rk>8Fum3UdaD~W))u;zADYG*MQ?SC##%?udPvh)HR-*w(pY`z zUZH6k>o~pFdV17@8fr#OV`ZuL>QiHds(TfyX()B|UJdJBG3!_L_dfW~70mUEqIJ)@ zdcO^|_gbaBKlk9VgkK;pl?0c6`-eQ9epL*7ybe4vx+QOh{BIq%;dOs-*nVF5@EL4( zA;|~UKl-8n`p=*L_}7z%I(H}Ozv!O}I0`IAID@R^ydge+{cZY(zx`$Y%lt{7zy59d zcYpc!fBlyUysUqRe=Q6)JI0@-_Opzi{inZP-?Zf8xq2EBp=SR$E#-Krs7D_Hw1_qkO={^%&8Vqsdh`Ogm|?3gvZ{_+~jWf)6X7>?V_ zH>CTr;|PCyHwxftljoy}uMXI3NY^U4cKg+;AziB|YI(J4$R8ZZ432U?3NDpDHJ1H(zS{*npdlabgi~au2!P}x;8&8t@_iEe2m5h zd*Uf1Ex$J!^Dr7wTk?8uL$2OYVVV0+xR9<@nwwt6ts2s`it>?HtA=!~9yeQG9r6#2 z2icUij8P;3Y@vGA8oWyr+uM7&DksZ zIB0ynIKwnT8_`1;5CZq7#a){v*9*EK*Sn?Vx?Y{A;(pNT8yo_^x+cxDD3G=={Ln`G zwW75!E=WF$(6QHg0e_!{b^W*ha2`=v_U2t)_c)^hf!UiR<2T@dboL>qm><#St09ok z6Sy^Tpd6+dZh^_p!@E4|@sn95SR>yZQkvWJEcZb`_OI#?hlxOQ4>34aV6sOv+?vuJ z^rX$;?naX%!W#mKeFx<~G?s0+{n~!GFUZ4vNTmWGA9`lK)70vl*09Nex;1eSV58+{ z=XZSF0G}Y|PZmFwJ>yVAO&MJe+H32pL$(NZZU_U-Zqo^sCtkaH1%OsZpnB_D?9t*} zM4+i0;1Zhriwn^sHQ79&f~>r;zIp)q3;r5u@&M=s%1a;g7ZIB0yB4voalk*;Ir{YX zm&MN=v3omSJ0cKwes60`%YCDDrrQwfk1hB6VU@AE?FV~kbo)WRwf%kw7zU)$jVVmqt~Ai1`KRC-s>O?TTNkZU^x;_Yxvrq=o<2aawxY;sR% zEp{Jwu^a4N((Q&G;R6``*S15@*M7JVZ3yJ3So#gI%kQn*5W5uTU5i-O+7P#89vkAh z_OT&C>kP-oQ^Ev`8i;-G7dfut1LzpOI1JhJ7e!lM@U2Obt3rE3qxF)n4ms$H;74#S zSKRLHEdux!_ru85&v?ZBOZdsq@N;P8tBJ3>5ZsfbIVd}Ij@Q>pY|wjYPT@MM3%j;^ z$KV_Ku7bu-k~|w)3z>o8;<(U(e>Tf<&@W3vNb~nDeKF}m5&~Bv^%-u@oxUm_0yNYS zyIc>hH)u_%Pc&`fu*iip9l&tlU=Q^33a8jFBHW}#FcQ^kpXbja(=Lxb@qij#^$XkN z8t(NP?ruWfCkg8^&ut0$pl*ov)na8voWqNQwXTzTq1#_~R3l-QpUI<|Iki%MR0CPp z{-|!qbyUMJ;tlSjx@w0f+E(FqRCj=nY7F$=oz!^d+}$xjUng}#+DY9Ioz(qg z@*rNcce@pV>`D~csVS2v~xPk z64P3AtD5KZeUaS2LFW-Z4~ch77*r`;%TRp4f+!Lh3^WdZ&|Uh0hiR#E1B7^K&I;yhDW>DZAMvb zv>qSI0P>|iV0|1ihO>`Q3c@cL!SU@g40K~0wzS)$6Ie-&h6D34-2ixes8hP1uT)zxql*5%(OAKv zr?v>VTH3s8S^uV2)!dM8rP`|XVhxbls$QG`*NP6h#u~tf<2bq|#R`>52aM-y-@Af^ zizF_aRX`j2*O1vBxj?j5rJ7+*8J{pgSB4ZA_)A4moRTKo!k(A4>p@wrc`Qz5axwsl#%tp4c zZb*t?cQ_#JUDx>3qR+=c&b(Y!#;rQgi@hBhs{`PWWQ+3|o)Yt+T?*d|CZSr_M(YtQ zw$im=e1o4*=Z@2vysRYbFA-)|6-gKqmmO=$55XDtSl`?T!P|`!lEQW7u?P@sk@@iAJeY& z@mvb$`dBs#FB(=DzXaHzv`LofsPn`W^+g)e?4k7m5}WE^@0U$ki$#5r2A6)=gL*;! zfbH%EI_TP&E5BN(|VI zo=7q%6S6l5r2zR+<2?-JlaXUb zFw;l*Ae4Wf_#DWLlxe>BB1oczLj2-%5XgGV9^zysp-F)!m;biG^KAMkz|7=F>8QUN zE$I;yP9h1{7lqIN3VQl%vZ^5o!BTqaWW+?NF?PiDR|td~qe@6YK-6ET*9{#R{nu4qv6+|Xot&b1)yiLW5-^kx zfw&w$JX%rUYD^J4*{lXY2~cPIhjI#bjtz~-n;hU z3bLX85+qlJ*d}%x%!0_TbJ;M_!}WK?_EsJX7$Ig87l4Cub{yHk7CzDDF10mf9u-)CpZp%LC^Z(MrA!3ef}?Mg6_S z$s0Y9gjTCi)w>*WgBJBg8pmGz6-PsRu1qPr}0-suEr!Fpcg%gDN@cO z(fEKlcn-FfKX^Q8{?V4n7fGH+*I$=z21Q+S7PLN3p~Dwdk(K2dnRII$lm;N%1RuTcNx!Tq@Aq5e3)p*xt9qIrVjX@EE$ zkkrnJ%t^U(xOu!?>kK?d=J4ake=wAh>Jp&;h=VEUA`KflxL03k~*FCDj!AVOa&<~5pBL` zkerfuQHL&4hf5Ejt01{n77B8pm2N7Oqsj52@%N;owIdTp%1=*D*D8fK$0ap&2Yb&{ zC?q{HOZRst=TYV(lhbW%@b{IaSMXydQKZh~E&Q_}MpcG{H6*NyKMQ8rmi6Q92$qL=HN>pel=MqnHt@ zeLa$JAg8MTTqq3$B{uc?dePVC7rF37x8$bur2P4&HQ(PC?e!4PYP8;E@~a0n<;`+m z&8f$Sn4J8jL4UP@XzhD3BZkmV|LTFf+1XaH?$JNz9C?uKa*Ww^@;*=g^aR>)1Rc*i zoD|O_*IhRlpr?K?4yQEK=Xgzbr1I6pSa?UY!CE43pxfUzxBTrM`robA0TJD zZH=Y&O;;gPui!>$elO^q6 zBVrBuHDopT8MR+SH7Rn7!_Mo+z|@_G&e4AXRbl?odW5TZq--O-;FNL zO?1)Z=`|47I#8A?QR=Fd2`*i!5_4{iL;%viLFCGohqNZ;`gC8VbbL|>(LpWzZ}QEV zp^vZncY$omtmCHkFl0BHqAx4Hm0gB9y2PLpqU5M`>?Qu{Y?eDDP7pKC2WARWTS$0j zY+X1ZeyI#v*K<{*;rc6PoS6@&R&a6Wb#E88CHqZuPoww*19>AXOkOnou(EPps6Y?> z*me_s?6G%$1beQupQLCD#+d0r2YQ4gEv)Rghp~{KR!cJ$vee?fw7)6_OOnJCq>_Gp zeJ)y`rtl`^!wA2+Blt(>qXdsu(RaI`ikg#PxqNE(V!GHdGyoX4WRR821@(JHmL zt1yL{pVZ7V_fBa=nLIq&(sUily3ERbTl`V(G;lOHBBN)OnZiGIkM9)TW9MQcUSQWJ zCWkQkX&qT57ds$Ry_o{}ZrzPv_*+J@l>S?j+}frXrW9^&F07hjw|kroe8((A`>Xp@ zcRjxE^^-BrtJb-O>9Yvde#|u+N4|jl~66Wr&s?dyzWi4RnTbqRD+TfeeUTfRn<&Y zUwm;k$BZKm1)i8RSo$7!IyF!6wd&(qgSGcbV6mZ0V|7-P>$)`!5cDG+&7_@ga%!DF z=VX<*x--!Fw@=V^k}{?2iF`Rz)brr`a`h$3pNd>rrKmH<)_si`xK%FS?e9AHlcHPN z&?KGP8Z0_&NEZ?0As<0g>iN~!x7zh6C$#bq_RlD%*4)=jmgl#t9CkW!Fe zs)2Oa?8f<*Uu$S9gUmLqbO0~pRo;g&KieF|qhbQL*~!RT19z9!uY2$Ljn5C_N5T$w z?Rb&i@S8G}dc&*G%C+H9yJgXSM};Lt+IvUC$t+*nJqqXekJ;us?)OdA_O#!@OtB78 ziT%DQ>#X;?skYx6&HcW)6kY6hR3~DMgxK#}<{|0rzS;BIyIFm{b~~JY4%3r9_h@^4 zQ;n)?uWycT^j_CE##ZkJ*%!{HYTs?AoAypO<(D ziu@+y&-%dF=N^)4n{Rg2^)@%@ZEmVau1s~`E7{b1|7?PFLqS&`Zw(j0BQ@5Hc&Xl+6G`&h}3Sp zeX+>LMZT*|I-@w+Xa-T?0MwF7qUr|Z6RHL=(OyKB$3J%HiLZ3}oPV-JYDU3a?9S+x7QZuCCq&F*4UaU{#~N?E{nE2d3IS zFztO{%KKnfeY&;}b~%uEBX|z9+S{VhI+y=V=R`4NgO6=;Em?8J?<0PIF zi;R{tbX?;Ook7kb7`-k%N|a%RrYY@gM#v;TNU29O~6Hs!Cs34$}t-!ngfA z-kE3UAO2~U)ydTlv!wOk zd-<<^`13a&@*P3}LnMUa?@-a?T=l>E!r%Yh@4Qc0>rs~iK6f@$q9)-l-uJt|`|0~) z(frxj{KfBn=Y3Iz=TE=z_kZ|1Z=`qH|G^7?_jf;kU!)xR(=YtR4}a&4p|JbYZ~Xlq z{``$g6t4QSZ~Vm%-`-fXfvZ!uwa#O51IaFPpv2xp+-a4;29lh^Q^n2rpyWi3DwYR?(Udi- z2rhwHc~6yxdF7$*1pWR|c3~bsDH+;5AgRR9c9+ReT{j?`3opnLMx?N;z+xW`LbLKb zs(3CC=ik?O5OB$o)w7Z5VNw|rHwCgd5oz?fIDe_KITLXXOXV~Nk|T|OWn~XSRcZW> z_|WY9%Bs)-MD;i#jX#maY5X%QA^}QH|WMKHH%=g29IztU%{ zk!PgN&QecAdHhY0KQ4#s0TEf0p1)28$but>b`F45bLcx^L`n5`SB)T2)dmvFWN20+ z+2VjGBmL$y=tLIP{!x(#AkOK}%Hxxeti<~&qq8n5#=x}WC7z?WpXz#UM4Y~yRWv3b zRIZ}T`4Rnz#QL!#7snSBr`;y9IIljR%m*prL8aByh>BQbj!#CIeSXyxBqv~B+N30^ zk&`V2Lg@K}qT|H?>rFX@r4UsEJe+Qv2HEI!x`|^YMuGDtGtSrSjwGW%kBq#FpLR6qE zsRYy{h^+P84y)Nd*{-tzfN{mJ#^#1luc9&;Tuv%=3`i+9i7aXqtI#=(fYf*wdpO5( zVR4S>(S%|6IZApE;XU8KO2XLeLM}uWm(GmybXMRgzbl4A(QdOUF09FE?rB!8ffSa` zOx%fvW;Ie-JRtHHX~!p!q$!+R8@zP_q(}rpwERWADIg3d&Wo$>5TPqVc1gL_rBYbT zQ-v7_RWHRFZ<9W?#D$0aTC3MIo!^NpC|iStul=45*MU@^vk{7J)wxiCs7UE*>1=h$ zmx<*(Q+)s8(t)aA07P{PcblnzM6JqMTmn5`iVlJpS{Fy4x!nL2xn;INbYPw041 z6syC*;0MvhP!u2`gl4Z2@d`wEW36_zSd;UX;$F!q9;8x%ip({VvdhO*BeM$6$=`#3 zi_nm7IM0Ek3{AKTz05bojiS8Go{gwl-O;9Sb5)b$hv#Bb3F@m59eLzcZFUdY<~muk z3m*ZYN*Prt;=!+_Up@iCMND*056fTMfQA91d-82?ak)djd9;tAV zq#7fP*l~thL$laqa}~*AY?0((B&kjDVedjylG`RDOB7Uf6H2-#Fna@A(1mwRjaO07 zwTBH40%zd{Prk*wRJka%qtn7~iE8OY$n2|RDj#Iw7rCIs%_a-KB{`%GhywI(2+ViI zMLqQ(3crAkc+jdg<|mVd-;&z>EaA5__LkmKn}m&hi8hpeTUA;jE;u_!cT~=7X;UcK zcOrLC<5#Nh8rAWDQ2H%P@RP~XZ&}(Nm+%Xx!RqZ|=@+%QmU!7LscV@VP{eiw{~)~q z7h>=RmVQfaQ@FHhW*)&1fQ!rTQu$RR^MUi^z=wRRY-VaC`L?#xJw(?U0(!FOy1G<6 z^=cuyDhCUY5M4`qefH1R=%M7)tzE~9;%8aJF2%c4)@p0R5rXRG`cP}c<&d3;ub80` z;kjgfL2pvI)is5rDu+WOi9j5iA*k-kPin}Oxw3~M$%t5XS5hTnrbz0iHCdc3%(gxm zDZxs`b5!qaZwub?ZQ0unR6d!g95@jvt`}?xCQ0Hg%D*W<)#-Mr2M82>Lku6~-ANze zxr%DayWJz#WP!JcD;1(TfqRJCOkiI1pwzxX5wd%1H_N+aYfO;k-Lf^&NHtL>PH4&j z&1z%?P_n>_g)uiolbn3;Ti!(h#OjOB0&iJE@0cv`mbD#XmUmmRw>4S3jkINkc+FLd zz!8)L4!*|gRRKE6O#{hsfn|#eQERf;6h@>mvBv%W{bR({Gj9;OgWc; zP?{|=h8l5!L)C~|XN$8%#bGBy#nl0I%gz>OS$41(p*V{xO~W`_oGnXK2VQ5%v)!FG zE9+5N%)>`on-SR5?9r71#}mQ=Mae(zCcKb z#J)i0OC;tIJ_(w&5Ph1=ArfaA28{Ur^4&d$NUZ2%KS&~R3Hf9Wk+`^UH4)!(3T;@U zl!r42`au$jYh1f?h{QFN2J;@ZBd@QYTV;3xo5FC)>VmyQd=ILYE0Eol;cXz8L)zWq zc$qiZsCC|LhE`vDd;6J+tnQ&WpSP$SY5shcygPMw&rE^0>}@P8@In@dcT?OgN1U3o zMS9*iCVP%@lU0XQT9Zj>?Yr?+Rh}>JWt8>E7#*cH>A`l}C@& zIpfhOhG=VT=4wfH4=BW4E3;;ayP6Ko$0hCh+;75eDYCuHowVzdt&?`QKvX$?HtztS zYOUh-nGA*eE4B@x;;R>{S6Ss@&Lv)=O^ClZP5q#de{HgvFZtK<-+alxS!~-J;_prl z)DH^zcdyZij@H=SOCXYnw@{PKmqd)-`#~WQ$5|5ffZGA&66!po41|PS_!SeOtTtwB zXW4K|31M#zakvC0H-|V}TuB$mDXpmKrMH_y7*1^)gfN^!!#syDoNR}lEeof1PeT;8v>sfOW#JUk z%p9_C3X8-XVs2A#%#w2_N%UJli$!{$9AWBR+Tjwya5GiTl7%JqAMqfSeO?^%Or$9S zs*!3%K#303rLnz}p`!j+gFJ`4+#`~g7gum362FQ=Dr~(=Sdr(Dp_ed*&0*_Z+Nui? zTFO{INHX+d5gv$S=+w4l*m{)~gor0cLqQQ*6KI)imj9_1i-9oqy1yYo&mrv1AweTo z*c3>X{U+F|%OGr3;A{yRiS7634kc)0(4UuhP?(70a&Su4y_wjQ=Dk ztj0c|!e+d-ZF1R+SMSlwW=vJjB*;eNV7kL*oZDI4Y{sT!FK!BXrT}7~!?lybU_3kA zi3qgj%h4nx%g?C0VHS?^GvY7yu(8Y%pjji`H05X1a8J>K;`35N(?7cqH(YEEAE1_> z>FN=0=i;&ZfDlU5%N%CR*#dQ0F7xZBJ!7`xuoB!n`y zV@HgDlStQP;rJ9N2vQ)Fu_*y=@gU0BVCqZsTB(Xx*GVJ--eNA6k?LU?8|P*slRyYV zgr(lvV1(w`7bOseMDErv5mgII z+;68q&VJLoH)wkOd8+rx_Ir;Bimxo5(p|+vcMl0Cv|_?c7A5 zezt5E1JdU;xGk}pfgnP9_OV9#WM$XgM<@VDM(b*I2Z3`S)?&qFMcygIpsu0XAaV}K zntZ_5L*jHjteGQljzZ+t8Le6bci><<>&)q@iuGIjt?j$c-(&x@7hvk*Z zY*`3_SJf^f=hI5q%L$y!N2$Je0AMwPMO)%05TT3X5`-}2V6qnk0b~Q2bv}cpJNeO# z2c&0591Eaj)B(^&kO*hBO`ZU9{!}Y*0Kk_#PC3$u63D7G0feSx_%M*^A)N{2V>duo z{bad=0KD~+^{fP7M|OO_5C-keHboJDr~PcD3jpRKoz2G)U^XgvrbN$}e5-50Dm=4! zcLMi!Fx$M{WdyLC%r)o|sPQdZbc0E+7Q06PV7}_bZk7ZX-2bDtZZQK;v7k(V(YkFX zOP0=-4L~z>7E=b9UO11jpd>~kSiA&{+yqBFKnG1pZJs4U7qT2vAP7`NtrL+DpG#@W zTGF%YFbKfjESnY01Ry)Zh2V(aKy-#+nB%ojR5$A`046%h_Ol{@2q7j_jgFnW`rM*r zj-P-rt(zrV0!RXS$Oc6KJ8um>oB%9=h`9AhAc=V`)({au1mN1{V5K1rWvGv6!L$xZ z=_!G5ezsx>2{cx?Q*IkL?-qp6)x`kQKOA<^B7hr`g^S`hkb-w*j}-tha#zg(1IRv9 zty%;Cp&0ek(i%O(O@l%@TRa3J@iAM*A#g6~BY1BDCs%RAy$T?MsW?j41R+>!_Y4Tb z$7U@xfs;PWbAzUAOvd7fo-s+^yx3SnWY(2h+V@aep39Fdo}=V|VhnieT7HH;%cE}r z8j4M?P)pErD6)tYI{MSQb0R_$v&*ll4Mggc+l6PFGfc*FJVxQpmAud?ND%@%k**ud zHs_=S`9>JqzT1@n2&L?Fm}lgJC}zViZ;du&xRN~vfhZZ^@}qqgh3qA_s}EB4Bvx*3 z2$N)#cGp|VMh2HHxPvuW{VN&uNl@DD zjF;R-k$u-GB{91RF9eFcVx!0Mw^sEsAT~JX|G%_%*|i->l0)bGianGB)M*BT!N*j9 zCJkuNs01_+G`Lt&b)s=nfNIjef9YoC9zi;HR#r6YlMPukDe$&7!T{le?Xqw^&d)=Epqdy-vaeK$pe@5DaEtU!1 z#1WaOGm@_2rked*naH=rxms88OH-E6%q(-A_Prup#Uqdyn!+CR;j62-by!r5n|Q^t z;1v;BzWG$uP25I;t`u@#+xD+xhpyh0PL7ExT)r!KDX73zyROk>ez9I-ruxO2rZOyd zezUGPq_Ge$)-`r|U94*yll&T8Wh9zR#cOnpA?_FAC3=h&YlOh+faMork9I>vvm%>M z{miex?%RU~cwHr`_L%9SfY-@X44NjUISVmFde#jO8U-M4S`~HWjZk7#&Iric+`&AMzoa>hOBVU~u|n>R{WUHMl>EMHH<{uW36RfPz1#1_A5V z8K?gYAhzg3FH^N46&*eg4~U+9XFWV1diMM8f$J^;%};+thC>(3^@*yY@jCm*GeFwC z)23lwY}_pl51Cew*whYOdNs-TaF3W?d|f)^M7F89g+>A6+}2SM5q_&%APzc_tGi>N zSg6tI^`H;AHu>0~fZew?zaSlQBG)FD2{esc33IQYnYjcrWZ5*=sdIv*t}LO#p0o@3 z$~5o~*F%=DCZPRNPc2NQ5q8KaYs}&9;aNVDcDV1i$OUQ%wz8CKwLjeVyYLK56~mzy zUndU_hxT|cXcPga?e7qMFmCoy(XIp@oudzT5U+0AIov_qgtBBBMXe}q44PFg?A2e0 z;p$tAGItSgzLp;DBi@)JPZgcSyB1Su7W%Zj>v^kX)RkAgC^pIlj4CP~9JTq+isGEK z1Rrt}uczN554nj~&OTMdfb~-r*d|I#xC_;<-BDcB_uWx!hLK4sxj~zTEU&rndGa85 zxT81@oyXuPuGK4YPq9vdhlfQM?d(VQ6Z@L838B4k&6%KbN3r(b!=s`X#R5R1!0p*T zo_=EANGGTk#)Pl&ux0lILjTl7apPOOVo}(*@-m@P;5hd!)64+c_h-{1Tp7gE4tEGw zd0+ZjT1K6@QdGkGZ^PQm5AX5Oe<$tbK8aRNPXI(*4 zl}D<9z{~E$)KY&M+`Xnby=u67TlL-f!1Wf2>NPL=)V*mxzzr9g-QNdSTqMYbW>sG8 z>=hT~z8(vQfo{01Dx~q(mz3SNwBXIMd(Dno=WFo&`!s+3^R%uaWsYAy>-zcf#OGUm zP2aqE`nuErLnB2yPLGDnZJqlAPWxM*wc4gf&*t9GBLratw^0Nm%YCfn@tB9~u|GyN zGK0pkpQgui_T(97IP2a6#X|c=e;kamOvCAuK zUVUFy=wTUGMR~1%?gx3#xNj_|=xz6T*`d-dHg0vQDDQ`P&&>PkxcRE0yhG<*{AH)_ zrvc2}w-ZA?RpgV$a6Ivf@)_pkoRiK%!-2^wdK{|qx$Et0hWNhm__om8GoJDCIWV6U z5tMj4PhN-4>2d0OIhm%@E5amiC*18|9%VlU=aX_eOy~3Va44T#l}_&YbpN~o+-?cF zY~-6nzHOun$#`kO*nGR#q`ObP9}Sl%j)b?HR=$np8{2TL^NRA_FW(RI9kSmuT>%W! z+g&u@SJRc2BunG1*VeV^aW}r-pYt7C7xDW&-0ter?XsTl^ZCvX$M@YX(2WO^RLQ`Q zZ4lW`F&Z8)7=)F?Zw%qj0mv1-5FtGH|un^U}q~gnaV~>I0M&i zb!VIU)9$Wpux^?kt@rLrNCy7w14wRy(UpK9_2O>G9*GyPMR#p*NWJ+#vX3PDQM#{1 z3i34G{4vR8lf60!u)KSIj+1x|-9MClNZHSHYD4P2C|lO1(PNdpTCbijY)GSb%&rF0 z-G`R_Y}pqlMR(T?F1^WBPq$z83})xy=wPJBGkYPkr!sppZ!S-{PLp3WyH1mLb@ae~ z$w@msytLVq`}FqSUBc2dP(uxFb3gsy;7eS8&zHVh2Jzk9 z{&dJEmwor@OVR!Q{$?pOAO#QDMe813@Qgqp&Bhp{kir=5aSmf7gexLe!h<$aI7JG$ z0HEy{l98e|aI?JycBIgcXKYB19&ts)m-w5d5R??8V*B?kj3q_7Aj13>43olT9^o`S z-o_OXk>fA+jM=%z^dNa=i22DuK?OlnL)1_XD|!YVMQD=C5xeBEN-4Z41wh&Id<&6E zQB;P}JBC^1Fs$>tNG?}Ite3x63I|I8V<1EuL&|d087Pd$z_b*)c8_fvqu*TN;c*_O zmjdW=h#jD^hakKZr-v-%TPWW%)-MGE_IN>8L`0##SqeJLVTspHcMDuhv5iJVeT#lf z;gQey$sS?piipAV7fWH9DUj1Hy+f#HiU!4%ce)3RrjXKS%xRBGb%lqmdX#DkY)zrB zc6z!6$ENt%6)b>bh;0hOO;NfL$16pT^z}DO!NAXGVLNNw!iiJFF}O%?LCHC8Ifph6 z;m;{V+C#l_9CePh9s{yd(6(3f64{-izlR9%97H~S7ipfO(T9-ruN>AseHZ)w5+C1# z=)ZEH{q$Wl{xe=5SKwPj|2^z~`X)Evkw4&|bUnx5nTRmuOog1ukh2|bDG{DF!E0jA zn|R5sc&1;BDH=VEW4h;Yq*RZb4Kk#RxTdF-coIp@J<0hgJ%{Bhr@2huq{5_RnNvwz zK2YxoHvwufWaPYL?c~g!G5se}gr-N1P|hRDxkh6`QY0-+kF2Gf*_4u>h6E|sm_PWI zM3wWbUUIQcWjaN^){xZYsaHAkD`$rhDrL+d8`8`?3GbPU_L8oKYxXUpZOnRO5?)G- z%eiwozwRvwFJ=@FN^=5n z@RnKm%)ZPSnzuAg*PJUW>bagdA2jET4vD3%iQH395KZZ+DS_1ypL&k#EfIG5de4?k z3AGME)pKs|iMi8z_HIh>%{jpLL}BF;PhYoW;zzo1&PcweElbl=n?2V%=RfBh=`oR- znjzWRD|*SuPFdSyYPU2!{o5Lvh;2qyVABgccB12^KhzG#L1B2oLQ{f;P8OtKWT?~*I)Qqqh0?A0w8X0|~ zBXme{2l1F*fj*u{AaoGlutJ`AB8YRpV~%885;}-S?2-&{BFxVb1tlY;oK*O!D&eh+ zh%AnDlTlko>qH{he`>kS(zqbDue@OzO2!i0p? zJ5p0db6Op;Fc6YsoDTce8aMOqFrS?tPwOznhvbxuuvI& z>jj}}fbshIg!*#GvWy3oF~de+v7b-yF|X(ap)8@8jZkMlpKxeiQN~P5uxbPJnlvLk zo3PI^hFivY8^GYC8S&z#Z!qOD?i}vVcWk;5z;1d)xqAV^!}a-wm3If!o8D3PGBO{a z2X5$ncZk2~6$UT?1!gS45pU2T38$|+CSk@ce8D#C_=i6OB5}m2dc{%9Sc?N7qck0} z(GeP-xQ=(+M+dbSa3Np7Bg>-Qsv}Hh6v{>0UPr3TaF+C4kC2xc6*D7e-q1B40GyLl z8KpBLdEVeYpOBzlQGyM9B8%SPM}H=W(&^_rjA=$X?P#b{+yPUkcU0Akyvob)4W0D{ z;X1v-yk;a=zYKS@*n}v%6TCk0&Dga!fZHzz!JY0XxEU!oqv_rtcfTB#cjA`D zpJnXcSA5?Q1o+E=f~NsU=M_yj0S*tC#8eEh#g2BIv5hnS@c@$SnhvBK_{#}xIU_O; zu+6UN(9VGfo$#MCM)UwA?V1iY9T?RQMCv!x>H*r?H68vsP_q+8cE-^jz_wk}0lB@R zjM|-%y$ASjX$FY!Ko(Cp;u&kaYhw{~Im9ms1B!BX>Ze7kFbJ7-Jq>%XzGAF`FoIuS$uHY4A28Kk^ zFc3LNGui^CZ`dH7gb@gc9w{Xf>ja@XZ_E^#z2Z>BcxSlCEEp#i@{uVcvuQjCHy)%M zUw7UP=P}9L9xwbK14#%q1CfYVl-WiyBgsfxLd`&J;uU57lgyDa5~)bj$yS1*B{8xj z(w2eP#We%>%k=fm50fZlaM>MLW}Z|u(>q^H=Con9;f?p^MvgPRGw5WN9o%JaOgwkG zp6Q*_=Y{u20ppz;=uRLsy|WBuCL;1|k8DMEN~7tW_b78C;W~TgPr8vTO__-4m8%K2 z*&ClzCVjeYvm|}$%up}vQ740ozbBy@XsRZuGM826ySkHNJ&3csqC~Fs!oM|=bR{A$ z(SK#OuS5tol7{`v#A4HT>|+mxvKx!p&ljSz>75NNGo}r+YOc9auTAg#Y%d&co#;)P z#03Y-$ek}PbIQ3xxbx0saykUp-5Kl>$=#_VdC=fJsqz*rWKK?)nD$=S`0kW_4_ZI3 zD0Ba1e!v@t;FD%hEQgtkF!L3ToQ9e9aQcQDG4m&mB#S>Y5##g?TVo=049Z8B6Dj0r zqG@IFI@07JpYdhU}Z8P_6=EuF0=-zpDC)eD$c;${78O8tQ>;FwF zGBfMfQW&SP80+u<`1-%o{59WFf(N?r`Rm`N|M|bZt}XTJe@_-(|MlOWgyp||Jvq(& zfq!ScnHt?S1C6?W$nqcmjz{gm#Qu2NrM0IOo0p-F3+}X=KHG0@XlS+zpUX3 zaZBe9%}~lR`j)X@x@IV)OV3a$G(#!7+?H{9=$b#+md!3;wXXBuJt$kl$?^4> z%XUVZzuq}C!R&1SROeIYhtp^z#26uPY zgADF4gS$H%+}&LVch|w)-Q5rF&fxCO<^6J#`{({y$xg3Sb<(MHcdDMXH^MwhK?sF} zudBBGvX7ywM)eTKZM}Uju8~N33P#6BgGH}vjR9r^rzYAnvu%sxE%}8il_~aOQkI%b zdlAX14Z1@Z?^)iRVXS#(=I=-UxlU&Ob2S$H=c1GNa_wZXGkM~uH2~!Pr&9k@iU0Hv z;k>X^{e-H10coYKUc#4H0FQ$CnPWo{XNSFsWBL8&=47i?ln1uW$CR0z;mgE z8%){XU~GQ4^!+b`%*dUh7o*BQLi#9`I?y=2facMhAjc~)n}n}0MU}-3v3esH+>i93 z5iN7+A(az-=D7XS4SF`4@{%TdxrBqm+;Hivl7qb32-T;{Au5rxYM1cGW-3u>>fhfW z5z9`0V_G|bk_jrQ(=L&6wssb6P9wi>S6-7*W+w%zLL?Z>@X*d0@`HMgXb|cA&974V zGE39)#$}C_HvsP|6RpQFl&Zrb2kmJP$86|73B3B*S(ug0M?C0FkRq!LQ6r;3j+YU7 z#k@72H+ofKzts)`&G4Ikw*uKAB-#3tvucolooN$D`Cfc$R!RDDVWez23;_(R?uTSZ z(ap5*SpWfO#Imnuxqc_=eDF>nn7~mG`q+%bwhH1IN{W@oC>mAZ=Hj1Bq<=f92oFx6tp6vvdXPrmYj63HLL@NR2^+{~Tio-`3GJg%S%0Y(s$fDd;Ke zP5gmC*O62ZHfC=p=ec+c($Y8PX9&c%G7;D(Qt2+-+5HV)d)XJUrJCRMrrM;*C9!yK z?Kv4kyxnd=-gz`{IJkzCKFn4I5HaB1`dZ@xP;H$H)l3CMO2R@B{fTx_x}PA@{XOr) zIIC3DjI&Y&A$<8NT zwwjf))D+k1O}f4LL$N92HVn1hCz*=r@-Ffcep~7BVz6A<+|{zZ&Xe1G9Ste0lMZ3$ z24t$x^`;tv>4r-zp>J|}e`&TDBJib#3R6ZsIY&;p=QIb9B}0I9r>hAQHrvJDVLbieQ*6 zrqNKi!7WbWRNc$X4tSp5;cgi-X3R^=Ye>p>yi6Ui;S{@#zM%*0i-l+Dg8Q{D^Urb& z?GeCtfW4s)2;d_;bGoZ;r7~5F<5j_YJt1$FF7z;Fa7jYK2$=4KG;AU>x2n>oZyg6y z{JmI1De^2FDF7qR^pBNEe3I#2eKKRqbuY+Ia~IO3<={`$rB`4VN}JL0MDs4$>YoW# zgpp0;o9OFT9KdQ6CuPqaqBj}gSxuhaCD>A_?a@Oz4;Ca3j#C1 z+;c+R23+o-G{5!mn&w$Om8+pALu4x21GuL>AjbAU%j8IX>!KQ}qstjLg1HOwwX;%d z6T4}nxePPp-!n3Y;H8oPDYdkYUweQv=5nrsUsR1-1L|F1SG>LmBk@%ihTZ5H= zGHt)@$FAT{5rjfdr0LlBh-Lv?3nMPqER6d%Y7y9R)k$BK!76%QqGRyGe66b7E~S~# zh!a5t@X*9IwybqhmcY5gNCuwQe7}eez!ghBV_~f3Ru&HorNs4C(r@n0p!tUDz}&lO z4CzQPp`s7Z$c=x!Z=|o4+1ezXVccsOD@U7NR61G#Hr$^#;IeLUG)xFcX~Og`x=;yq zdq^EM;Az0PU}<83opl=~=W2+yhiLk>je8KBR)N>eK*WRAa;9SSy#{M7am>KlYD9=f zN!+M-9nS&pMb#og$cQzXh{sQ%r2mG{>X(F1(WT*IMd+d{_%<|w!4@pj?lqtbl{6C+r;f6C~tl7u|7A?-lwi% zv6$(hKGzK4*KjYfczF_OrptEo$YK3=x^jw7I31_o-|uM0A&qjY8!W6|lZ;>@B&jU8 zpL32%4r{6qX-MlLM5+0)K&_oInK$4Ebhlh;8*&p$I9pSA@Sx-NBi2cplI{#yj-Bt+ z?XFKHPN9#Av&^AmhM{~*4x6pXWjA(cyW4T}7cUpU%8RLMhIhn-v#ClL%efwWiA+Fb zy?tE9>!^+RyxkKMqkc4><81c3_UW0Yx3zXhlDTSUn2KtzWjdqZm^h49ecc{7+Q9u6kVYk zT5r`na=#!!A#R<6$L0Rs-&Y5#USg3Xo7A=X`c%GCB!BN#`K;G5aI?QqjEa!i#3)=f z>EUO+HDIkh`DLB(x4DgQ=F`IVpTNc>p&Wcf*P`S<7eWJgPw!!a4RRidGZ+iwox%qX zPOlLpXuov(_!7#krl(st$8X(zg=kCF|#{v5Fu;RI5lAHaPEj6&*9cCj^uY5N^H!2ct zmN)h8f*o-q`M@9rrUa_zC);Ytr>5cDNiD1Uci6mj0p%c#30WHTtBE8ds6U(l`-$1gwT@Q9j@f~ft1som9D*MrdC=7zQ$OJEeZF(qAGTR$ z{yeVMHci$+4MT!@W=|~%Upp1SZ%eol5-afW&Jt~7nW@)poLqY)4%_I`K}e#J}Z`x$nu z)Q;;)o6_nCV-fCHFVv1&v9^MpIa%q2&+(8W5yXFc(lbD<(C(&@Wi02KuE6V8!X(sy zr^rt>8Z5#!d9cT6VF*@d z$tf?u4|cKH#R#7QB+ym=r8|5jUQn7nWRydm^y?UtP@a)XJaVjeEckR5nh#QoJoAD> z<5Rx9S_(iL);ZDroibSyrngJ;%~^C%Y9<#rSRM|zVN#DxYuchXNB{KH8;XA}VX1TR1Q`Q?PhxeG(x4fTp(_tLIn7PzmYF1cdbtUDgxfy5?@Vk1HrK6&j{ z*!#NY>aSD!q7$ofF)i{Yz7-y8AAY#Qub1^#C8n9Zf3x^!C$3+Wm3jF6Y;?T^t(Mdp zKfShgn0L~xSO$`Y@d%c=0MtzEDFjb4CLwHo}G-xC?c57#1m z&c7TS^#--{VBJrdloi4SO4yJam+c5C$>DhPcrGl~(p^P=Js!QE$_Z3tbqNvm44Or{ z3}$O8zP30O#bj8=o2CMPr$)|^I*>K*R726UqctxLLL9H=2pxRk|0nx0Z76exK}`N8 zDJSAssqLb_)dO^fHY*HH`+9MSskjE!(FcgfaO4K}P02smpEo)Z$dQ;ppIyH*pKrd2 zQ-^UG*njIBxuB3lYzF5bv0~t^Vkbm1{#j3^Vg$4a+UF>G$+_`&gd#lQU#AK~A2qNn zDloghhaST6G#=!uepC|){!r5$fyo0=)F;a3$Y%ny)0C}1elrE^sUzXKxhY)w{N&Ma z=$M7IEAkoC{rIq_4wBp-MEWdgcmN*=TNp+P>8u|de%v4?Z$19) z8DjWBgEjwFHtnEE>qDobc#RYq?``XbMJ}`DJkME8^+C>j0)7f4ns7*h-XHc0P|8f} z4K=M8{AQ-c5oC#}9hje$n@@}@M#giA;(O)3h6>7Dba>=X+GGPdm#j%JY)j)WOm`F- z+Dq3`f7+pD#FbK3!cYZf#uVQoWv__tmZ0C4_Fi=bR$iW|uN3Rk=$nIX!07P)4%)gN zfY;r!2-69~o?|zq^O86Y+8EHuW**m$pbzcbnP)Ct8slw*jSlNBZ^Bq}d zm{<*cHS2#+o{oJ%w!=Tb;{f)iLaRHB zl2vRav{Ao9TtsvkG(BFi^T>I$E7HGR@}B%EKI9@HyeyF|SL!iAh-eI(~~rv}LsAW+7b{e~Q=Mw-O5k+ivM|$a;_m$a&L> zLSHx)K269`t5TsN;6TwPM21Je`-?4q#ap1|!qwMdCm1eSOUH9#KQ8n34D|sgED<#T zBXh**dVfhU1AgAstbp47a4&|&52Ja{xG@SixBucuTE6hW74G}SnKST9G5J{`MV^6kuSS0@pe94-Lv~+ZF=$Br-a9=>wjZdB8#3A z;hS{du64g_=VLwFK6anBZhb!3@^eb_e)c?mOxb=uID%z8{ouQA*ZY_>)qEJb`QdYV z`S#$N-R^K-+E*F*-R(P%gPyMpm=b2Mn>N{ZW?~sIEjVUxzg1uvB{8Wmr%*i{EKHaj zNS;v_QGuTB98$SA0RcaM7q=IAupg@vsdh0}Lp|mho3af2PEyQnqxO&2Ef&)L-~4Iv zI>nt+yrA5!xTBCF?mLJ5EWZ#Y2}ow8v%WM^)lBoSMB7}29=(9FI^-1^q{5lha5`Gx z-p?g40Aw^VQw)vjP9L%aGA?xA4HnRnvHz819dy-@93`W&kUa(SZITpy<>Uue<`OP@ zJs&*c-vslZo!(P6bh;TaxhRz1qW;{*dyqA$n_IZnU;GNUufm^cIFAr0^}gsi&)5){ zFWekUh^T`3Tv{>wTWE`h{I}{?^!RHb53-)PlXskWY`4E?%3=C#n>>2I0iUP`^Un7as*CDXnmV za0Nl-ut?laOn_-+)nKQ8Z#idExRDmwOxN%$0@0VP&;jKpSUgfUzE762169?~^Y}&f za_l`O%Tr%Fq=J=u4z40PIFFRrWRQCaKHkh;C+SFcjaa(7)%MZ-R!z$i{JFGX0l18g zOk~mz`4J~L9n4bb4j0$~X6Yfu0l{3EBO$vVcr*$`=3L}Q`EOi*^A(nBN< z;43f_l>JflI%1Xb>{i&RtjQ+B#ijYgumw|EX${9!g~)}Kl&QNSN76W>K0Pb>HI-=>_yjvBq+h=nU3;wCVca6PK+g_`G2^hzyQI4su_ju zuP%r_Q_~({h{4!BWnob|#?zri9F-&$9;UnSi?N^zhUD0A+F{R!=WV<7T0`Z~vj?~M z{`WLZe`S>2R#k~APDDIUOtNo)KVv1Pt~;00%!Os791j)9TywFX`q8yre|in0;~FJy zr{AM8vEwJOKojSS7M@O$_a2h81>f<9U0A0FNNsWNhYy$}Z-@^G`Ox>78QFj_ypqtr zL7F84{X%V=b59^DBoqMY9WfRnK=MIiJFMIVCDFqXh9XCTg_h&I+4<2_BMOb#k@Hgp z4HlI|KM!Sk0EcN{ir9&oJ<0C8oLMBVPpi6i%-X`kG?gEH3`{Zk07GLFLkT?pqS(q>>#~Q(ahO)IF63Vl%OL_@kSG}l1i=k(>h6RJK9E0KN=KX)y(G}U zM_1n>4SRMadNh4A9|udzO8<#WWbKlZemeT z9;gG84@GiB3(7Z||J=ef2&L_6CTkqis#yx?#Y*w8HH`(=1zFtk?T&Vs@CB6LE zp=4u^(K5ZvlQxBJe3i@X`@;1Ap!`f_8Ce14Cn4s)4iUE71M0nN2j&(2FhDL!PK7$8 zjF_gvVQ46DWhl$%X8?oCJ(l5|r(mXe@?K`crw7R_`LnscJ!N677y71WgpnR zyj}ns1GvQ3-jrbjVfv8G%KB(0X;JFDS)5Lk-n*IAGXc-|6Xe#8)9`mGJSatBuCj99 z&^eA%v$ik;`qaW)6qbVt{D1wo%61tJ!HyF*g00lh4jbr5NR#=nIzkiHWk#kXS)I~K z8ew2?MI;cTMOka;Zl)-Da`JIV3;w2gD7F!2UPWmdz#lRR7zCbBbi#iHnMcw?tbL!- zd=>I@D-$v-C07Q6_*6u7nGO*Eh_m)q-w#w40aHy5FL<@ra`DKuq;_|e#d;W+*H8AX zDIpv7FTa)nPtgf@@hbE4B*oM9MIT)6UM+wblWdmh^tL_pf-z%S)1d3#<-@Ozpg%j&%6)K$dXsNcilsgczMw*i&rZ)5b770JuoL zRY+{~ctW@;rT~C@&nYpqt=Nn#FF8?lRbeQ9>3gop)7bCVfFC{>LpV0@*IFQAmnHm- z6_U3)p15${K1oMg2ju)*pvS9;#Ql@d&gfwO6B>!JKf|&|zX8+LnqCDUAvP3VSjH5= z6PHrfMcqZMiUQoL`uVHzxK5*Uf^v;^B~E&8;K*mHL@3)v;^J4?N>l@_h;WZxKD~+# z3iN5Pc!%A08D)lYxY7v+-cyY`j869m`hndaffk)}t=4UR>WcFPX3uLR1du3pYzvAct*1^6g&v||Pt5%9s_qfABftEaB+ zk{v987ba;FY@0hw>iYT#kFUe;c$=+x(t(2O&exV{=1!N7Y)kpcdT#!SzZdoO{4pEf zSOGH?Kg_Sq$#a`HXK7Ui6gvmP)lw;L7?ebiIH)*+#kW|-e{`YO_F*-@22Mutp?BXb zE}8AnN0>7UiPep1p!k3Q>6e@Yz+gL@?CymvoE^g4tjGuu5j*4B*BUFj=EJz1kvu^c zucM~dtip=4_vDmcJO4m|`D9+}eyAqJPMl=2gy%~wN-KbcrO?gDP?9#$Q&8)6V63kT z5F(gQ0U;BIwn)A(Sr5SZ`?b+B7_oX9&%e zr34g@-j?36jm)lLI0=gYVMs-Jr#-`tjTVCw_V_b)RbvC~BM4+;- zAVwU_8JGw>z=YUq;+<4gEL)?+0&7aSnr67Am?ULsYT>>Mu=jL|G7)rbk00FBxC#sA zsaudSx{fK=`;$5EsQWguJCMV6#<-|T3e6`cP?_F`TI|yOEx_pR6d|E)6pFmIEo}*X zZV5+rT$s4WanX)}>k$Xa;QGczwMlSyZ!0F`#YOwKSslWOn zI1ToIwXj$(3e-Zpz+~ z%)$O6!6XeC7SL)+Wp3rj+P`^bYjCb}xWmUl|2HJ65;-@2%7&OVIM`ufg^UVL2_5w_J#|&72_I_KQ(dE_l}9qN3~w0g`FLkv9zV-XviOc<}fpc z^%U!VT{A<@eQNlzG}jmgh~&hiYiJU2W2788jg=P{)+;0p98#6c)Kx$j3QA8V-~lnj zs^RHt!E2CG_bW@fRm|9y3-+pV7Nrh#^|l30lMeJ4<03+bXktydnIn@MO6Bth;taXe z%}!P^*R&hBy^z*Omy+EmDY&VwSz9csdH3^9jP+NIy>FF5_+2TJa-OO zHB7_%_(bknK=%g=3nzn7QZ?P2i;PHhh*W zJ4cNTr{=4=KOzYX-1kX>9Q{bAXovSyYrK<`%-;GE|LJ+&=n)K#GYBWD^U=X&m zrUtDNRoQ)=Nr_;4{ZR%UF}5pkC73zeu$)8~jwbgYiLZASL2Azt<4PwsL*mDn^|zGp zZXk4$kNJ1|GJYIaT`hKOBB{NVv9uzMY>!+{eV+*FUkR=VtC_D90~4z)Rk6q)=Cz6w zC=q+bIT~>ar&r8ShZS5VC8REcC-!JXamNZvI)Y2~VdiBMD3yUMoC@sqkwnwLdx@xj z&e3LB9}$F=fg`f210U+!Li%}Oi`Uav`UJsDlf`ZQIywoZyc`m0Umv0o>H9+cfO>k` z^2IiWBl4!{X_#54auT^NrJ-7|Ko;_O zZ?k;&l!f68+$cTQX2S_+a2I-TmAIp#QUKyHz%n#60lv;-0Z=|6QErK>9RQkHpc8gQ z*7^CKjcLw>d>F`A`z+*k@ckR^{gDtdTS?g` z92jo|ULjO31^b)pZC>{Bo1__TkmrW7NkU(DJ$m)9mU}WOeS~lBE+P?{?~XMnyiwr%Kt#K@(Okab+H9IyWN()9F&0Knf|SUKrTK2R6-EO$ zF3K=4{d1jx{W2SSgzwsdkySt+^K@>fY>;>9)Y{^HuDa}YsNt5aD2c>nn@(s>xM;zv`|H7_&nZ3~wz9DVqa^&B;sgw|BYySzuN^k+&yt%Y_FRjG00 zQhq&6q_I6!oVnXY?4A#1_@6A%vE9nStHv zp{esw+Y#PCJ-CoSD<1;Z$%!*YB2L6OKQym|Rf=?QQEXf}L@hhD?U!}zwEEXg+ef-V zR0jA;gCa%dnH_<$2#TA$d2~Y5kIPmu$;8U=1ZB8z%}&CQ&`dayU~v=$emy)gN8ICi zE3K^2%7LC1rC{Ko^R=Pl1|IAV|8RWs#}zeOw&tPA`DO%BJMil_XP5KRUBymQz0q_A z)DV{Nowa8)!s$o$clY^-wQw0WHWQ^yo%YpTI?`-YN>G^j%iau*^)m|7dC=XYZ~t}! zf3kbCXj6%{4%?)LBn@9DJ8$(8R;S9jw$Vwo#li0*?b5L#d^PH_)ihTgb4*Nyw;^pD zoPY@p7kw2T372zioaDXdW;T&3KCu+sAc4jf=?tjl4Zfu%<=vvC4dbfbv=-;**FuJf@Z+bq{wk zoQHW=`1I~v{#c{K>zw^JKb_`|e6qmY)Avggi`T|8C(t-2&jGJ^YLSDSXU$^dOaP`o zGww+6i+5cW{|cFyVqk0{DV#iXOmn2{H7mC;oqCQ3>OMCXW1C_c`j^XPyAZvbRsNmR zpSv-&8?OGG+e~lPa|*Vdnd8KB-#nXh-(T@1 zUfMmUyLQ8Ltz+n2Bs`C$*%bcq2_mq3c{%XNsOou6mo5*fnysMLYnjX9)mxjJ^r36h z8dtwHBpRU%vN9P-4zsEnp^UP6I4VMs9kk+iudOjALzpnODM{CP4^Aak%%Av^ayf|1izwuhJ;mZeL7SE~iIFC(3Y z;|p-u&V}#?A+VadJ+Ho;yS*Mdr&%qLU~k1eo8T-EYm;uQ>g8-|n$fqRLgKqLQyheC z@AseIz|KA36$M4__!3D%dG=#r1T)tADM!jUq14s`nH=oIk+$8!Z$|Qne`=G5CUy*D z?QbWdcgK@zSCElH0X@PK+@WSWL|1u5?2)Z|%m~c0cX(+wsl*^PZrOk%5I&093emhC zLzIO_6a$GGPIF6IM@kV ze4!oFVFT#(sRg(U!1}nd)SGr!WIo9 zuUNDm=i#rJf3v*((?r+DGyxli>lnKi{2aIno&J*ji9$;y#Wz;73C&lP$r)-4{#i0l2v!?OKrN)|a zA_Ph*d^QF+)Pu zEFDMcB+j}#$3CaAQvQ2HzH^U}$%plOiH`@Z2-h)i-*I%grcRAYi=;40Lv~3j-7C1H(lf6NSnj(Z?XmA0$@^=o|rI z&9xb zW{$(}O9ceG_eTGEV#Nud?4OTR=Sc0wxuOi*?btp*Smv$*%h^HnqYAtu$0urfhq+gR zwE}>Hn}Bi==tYl;QM^V-8H;#C6+&1%{JBwYltV@8nsP33f8nUp1Tql_C!Ktg*~Y*& z$YhD$5!IrVpbVQy2jONC zTa5xMjbYMKgFusPFf4Axs&WU(EQM`q%WOuboGz21#?=Vfnk>Hpwa;O0vC*<|@4*VG zEgWt%7bECEU^PXu!%D0JRcVAh3S-6Twz-bCu%bMCyrV3_ieYcV7J&r{Hkc@41^*2 z>H@=oJu^YS#zx9eni@nhxSh;G1SVlhVMW;?DuK+42+J=$PMtelKCmeq2K~UNWdxRX z7?`zFlc5>J5{|$XV9#1m_!{yHMo;VIb{niOr^p==S64zg>ar~q4Tfw1Kfap>-K`LVqDHOV(ODA;MiU5M2dwL9=%+4|#b z4bOhQ7Z@h7cL;y8dl#WaU8<@3o4N(tsh%FeNPXfDz{qm)4)j1r&;uUPlbq_W2;Mn6 z*U$*wUsRu&fd92=&j;AT7Tp-=GmVg#1;*+H;l-)gl{P?HEtUom$s4NjX^!WoFr~a( zJiXNnLF9hw<}og7p-7RpzF@SHi1Z~SYMSwGaF}pSNkfeEWg=$U1F4dc6}TfUNfalA zQh5ic+9^8uSDEyF{HQJ~$wUwC7Z_=gCM}RaV*y2oS52L;(Sf{6KAY*UF-+$%dubez z&54`ie`@NWLJB$dS13*0OrPi`f>lhRh-FM!0)i-BE%8?ZYpo)s9xirzN51slo$!6) zQ7+UJb@kCN`lQj~O_(w$OuECvF=e$hBswJ^Vuz-#0_D~iqz)6gZr1TQ-I$YpI17D3 z1mc9z)O6DEC~L4r(NDYQe+64wDm9x1g{NVZa=?Am z!%Z;mtx!%l=yj^*XJ?%qW%iWxzqDn36hYL)+$~TD&|*efAcDD`n8y2%Wm35~9PvJw zg}t^6xVs=d6(Nr4dwTc#hL$WsQeRKfkS&JZNFvknAt{OjZ4s!r=Ks8i%Oq+O1r}HC*xGqAG%yG2}EnRqa@}R%R3_q4 zF&-t$VSTxda{77AYI<_uzm*o1M3bv0nU5BCSA=z8JlB)e$)adFd%{zFKjk)7^?ZBB zr1xpN`ZT2{W$<)i$h-QvclxOb_js=-x7s9jdAe2n?=+`c;C<~*;B#rIk<91)5_WX( z^Sw;ZXHRl>lSAi%NbZe?&PR2QE(H3c!+Z1#6N{BN?;cFyBXm9U!hbA#A+m11YY|ws zx^2$6mi`J;5=pLfdU4`3(PDPsjOP&ABpR(OtE)^l`IxC+GV-_g4H| z?)83?axCzEEbw__oAABw)b*hn@jA@&LnAy#<#omPwa|ACsIY>`J+s9D$Ue9^JYF3n z`=?td%$CR>*a_4 z7ZzK`0&+a4xeQ+ExHvD{27isB>Fj#+-)I(Xe0Tp5U)EHvPr9@K-v$a!9^K3GsEF=* z3Rj+H#_H}f1`S22i{hqkw?hzuo(prO12sl^-u&o9e4etI2aU1%;{TX46Z>-Kvy`gm zB8JOzfAql925ntRSKFB96~c?x(-`N$D;pODO`HFw7B0Exs{Xp|#>tq%Zp#qGn5^?= zgX&kK%G$IqI_LW65}TkaduWUxLWZ)^l3|wi|3ipTqeUby*8h(aYt+6Yjn~rT`;Yc& zaJgfxGBf}8KW41$iy1R?GnyRxvN24~{!eHAr=Tvq_WZ)8W&5n9M3lbn-xalBI6~?2c(2a2 z-lK{i$}SXKyxMf=Dl9)b<11J))5_bfTbJ~)_0CW)FQYSb)zAx%rPzd=`M%IIR0e*s zRr#AxL~A5=^9rOP$=_^ww(`){MMrHBKUfk*py7fzrTRC6Iqy>cQEe@yeS7)k?CH?^ zk3%<^1X2UCVyM_sw)ILIWzYXUxC9zWWNhmsGtI};7O6jy&L``}?ql4yHMwYP`L3La zeq?Qta%may9MxQm>xc?~5*Hp{ZMud*m@1%Pd>}T}_J}LmE-WL>&ozclvy+|^2y{Mu zj$Vc|!|vpuMnc3h_$gUm9dY|}WS_!)7jk=CJWi<>FE6~+g*BENH$$#)WD_nb{Y4ac z^jG=c@DEe8HGIbvW1n}-tYA_n*O;3w(JgNqxJqoe$?zpsF|8LZsrj%Mr(g-#(EOFP zGPG{WI}e64QCr;b3#}aIx6QAHx#M{;t6HZWfRjHkQA0^V(2Mfm#TkX9g ztR^+)-)A#BidDim8l6=9w@0JAP2=&y{KeA)*sjmvdP{=C)^a17g+Cm z23yd6=S~n@rEbmihsS4H~Fk5aF1LP6+?`fV%_-y)sLW zlyByowsmbk8Fap}NK4(YL8h^o(~B~wD_n8g+iGDO?v?@Z6g*dHG|4$(JB*(MWo`e! zhf}H2Dyo)!zue))06%tl-g*B(=&|3K!puC4EuvW<(y!5&)gbZ;*FhuQ#x%Rec(zO} zj1aH>w>hhLL%l#|X3;(lNk*@*8M9t%{EHFewsyVrKwxNm2elifg}7-Ib_&wZDn8+M z(unn^aQp7pNdBO$n#GHQF$!QtE=v$;>bq2~q8+7OVEdMtYn;)r`&7jLrl$xa}3LGb>W?gziqJpVk>>2#&y^ z0u%^E*PtT5S|e-WQ~0`v%0MZq2Akpb6kw>5>4V;6nENINEVL&)PwxBnuX1^$pnI`F%F=#&h(qxp{MiVWO=kG*{2Ma_zAQo{#LNt;4|J z6#=)R0}X@29O*Xg28_c_RvhU21P8qAz+L2Ra}%q7%98eCCFebFvN8wioAM_Ud2WqYtNrvd<~Z9p>8c?O>M&aNfr{eT zEQi}48rrm8W*_Fi*nkd{Ho9zTrq_l#Lk0bVa9{lb)#Sk{hk!w?2w%JyGNDr^r2RMI zwNASwL#v2{*Na*UIbN3b$AXXL(5P2^NKj29kz`MH2x)*!edmTMoo!^`S0^|uR*y4w zE2barR4>;h%rQIy*;==ZL|&JwMKc@5cq56$*s$2FGtc-N-Pa11M3(~BT~~L{rQ7O# z_R!Twr9IL@!z}0;ChX>1R02e=AG91Ea$uYpg~r3L!9Z2)lLdSH8bEiddgDlo zS5$yaPOI*vF_&+mKEH5S@N<|)pD75PinMu)I1VqNKw$_AO~fj(Grp>}6ZWRe8HTQb zhM6mk^&v0s0n}Mh!^EMX7~%U~d#tYjqx<7~R~5{C>G-M~bQGUiGfMt%okhO(fs8Zm ziiv*5=>pEx+T)K?hrNZ!o4+J~$hWBL9F7T%2`LITM3fRmO`Yj^d0*N&fNuB*X{$fF zmD%pXqqtILxE-n8K!O@)CEm=1m^ZB=L+-My=-)5l{z{HG_&rGw+sodxE(Cuw- z$$yk@xtv2jA^3sThgw};08cDrNDLP1A=ct8AzU*{bVI>gmKIyAQs!jNBqk#bYUJnh%v7rR)!wIc(!#@56=|E7+-|uS?D^p zrRw{hG4TMRE$M69O*RVZp)1zQeJg3Z&`hRQzB6UhwQ38 zA3&yhRUVJ93=3f&z0mO@#{(Y+;ETsvkp)io;v$-gNzOsTNs%A>78yTs!Qx$LbRLz7 z!lyXXi2G{qC9=rJR+UPJ3pDv3_)-kv1q>3av%3Uy7?nHkFO{7EUL9W3Rjdbin<7-; zqKrY-vCG-*f7Iwu5Y5H>a-{Gas`&#E<|Ij)@E+mHiPQ`E%0Xt`4Pp0O1h~3A*8RU^rc>vk57iEghrb zgL(jy(0;DiN5yB>SInHkIEzRxajhy{^ddL&9P_-4Cbh8N=q6+nK5ELl?ef6uB`zq# zkm?Rx1*|i$kM~nS>$_yMYtTSA1~MNn-1cNDq^XVwwadB^7ZmnJFj@GY1n0R;VzeBL z;(u}z+@~BFl(>q)uH$(c(??L)iTQr2C1M*cTD>*1d|2#SM+mK8+g0jy6M95&JQ;}j z1Tc@m^5Lig@*uo<_?{6_<|?6v+WZ?o&SuN%Up3&Cm<%KJ>DnKHf#+-R6%&yra3$d_ z6&SV&Vw4X79I3=i*lkS+4BYe>TL#iBMqE4bwLQOk>0iBf&QG>CC;D6*dGyz7vHEG& z*WDPcY_{U0k5UNi1SgX*DrBMJopp4|7?CkW3^sHz`cLZ$R{l?ER{{=Y_x5EeYmrEZ zktMRsK0{<1M1)8}VvI57#SCM}64@$CvXv!7Dq1Lei)1NVq-a4X*`ku|wPyLAXHdMo z|L^}@*QXxmIrsV9=f2N!|IU4`Vn)uApf6-PEGW{wK08a243)UF1aQ;v9M80ClcwCQWYY|{aX#C-LF1=EqZyokxNglpW^_2_|#r*J5}C0u6+Fi9giEDw<0h4h1M5H6z~qxWk*>w zbi}U&RotNzmK2nF?%%mJ<($Z6r_ok+mz|PUuN9WQB%i~Ch!+Va_+J~pOc;9rO^OkE zIgMj(9$_YDqcGQB2iq3xlYi1E_`ogR4K5rPGJgHJdiULJrqjUz1xbT0d0hci=;HLQ zQXPwIs_^#ZDtp{MV`5seE9F>voV=Xd3G0GRP3;GAR!^3XH}n<7B2O7Moz(LsDvJs5 zo`R?n9Q2p=8O6=f&pt~I3mN)6ttlnup_*nSqnEG^8Dc<@iTedO`OaRw%SB$TAb+B&hOju!KYKYK=x~R zg<17DR;t5Ws_ye)L^^-$pmLc-)(NeNQ-xb*G;EBC%eT8#yiPy+k}}nTJo>#)k>`{& z_w|U<5@*uwFzN5|Z#WVzkE#}5=9jLLrf*7OPH9bn7N~MY4N?S@&NR7&3LKAFnz5Mi zaB9AC0oU9+YQ|<#Tk^a!v(mB1f1ds>zJ7DsISs7hP$~1N7VnvlA~gvHTh8v5kr39j zVVCQV5uSZ9^FWo zs1rzlHkC24aZcXPb=sbzxzJN(%{4m{{i#XRfIn{LNzbK;xax{IQhnyz_TVpX{6Y&Z zJ&%!>p?aQ6#t(PG2K?NVB&q^D?F!LjrBfB7O&FfJ_t%Alj^X9i6$5{AvPIL&5ChSB ztAu^r=>8Mm>ah1O$^UKD=prL|qmo*8jj8<+p+lutRQ&v0Jj6 ztp>RAP{{N7!PB|PVdwJ3wWQ)7eROoOHZj-?l_IyomY!#9JF(5u?{tdRQ*1WgY+g1< zc8T5l>99^OREovH+vP$-+ujzX5Y6jJu)9 z8;zw~uSw_Sc%7xBsb88UxIA34ypT96M>$Zb__|K`m{d#it~{?Rb3{V_juR?BNG@TB z$w=SEp3_ zWva!m&%!22yu9h+^^S+6s{LGceE5nxajw@)lv9JnAXyYGFg0T+%RR)GLdhYIr#5WhaT1=Se zR5l&o%+5xXKzeT)dm$Xx|F^xt+2OH_Blu(T+a9zG_sJlt?PWx@MBA`&8pAtnbA4ub z2aaVs(0HDC0UvPfMN3^gw)ba^9wyaHAjXHLJ;$xA@A8(U*}2GC$sC=`-*kv4&UYI4 zAvEigB6Yb?IaOf}Yz^=aR1Z4P%n9Gc4yBINN>{m+3K|jztruIA9KFBZf5`^Py(N_^ z>|RI-OU~4NWC*((u$k?>9-HDLoovZN!lopVr5AT=Pr{z;GZri>qhYo89@|t&PYI^U zmv-+Yx5m_ISjHa;bKF{TXY<=F%5GO0yyK2Xpo8;s`Oocqeup>PEm~hd>ZpH>&hWSR z#n{&8TKTnhB1oMBSB>Uw7x{D87RYj%x#n=6)KcDKdK6ZpY|G9o{Mq^PbfQ&g$`*wb zO-09MCS|wTdudylV!w2dB<)Ejq%qo2GZimr=W9}X`w>w;YmSZksWl27Dipa|^x%LJ z`^7ZawMQhQ)66fEwRch{{c-)eBEe`e?V+7~3iznttMg4UQ=<~C=F=`GCHPo%bPV?2 zPUb4^NerL-6!>Cjbi1rwS3LFwcTs`-zzg>Bbp3mm)Wb=e+M<^p_Z9aD@Q0fV1Z3tH zk1dgqU7w_J>gGox-F-$J-WI^s3a)maM{&Km8Ek(y-NWB8`)fSUPm_9zbGw1=o1uFh z91%LB#RA?F@TyDSRm}~LY4JQdt!Ut6+rIO}hs6Wz``&$u&!k-mS4}Cuy8Yu9*a+h=+UZB4mpYZ>yd^=3dm5y=DQamkAZpTRfO8dY@cd^Vg6DMG^?lU0pYa zGs*ee6~@TPqUUaMkRyx2#ph)8OiNU!rtXez=V8_OFN?=X5EaDeW5)Dlg(I zu?eVq*z6nAD)n*VitrDiMHL-`(KC52XZGrU#43%y8A5%Fx6R8U-TNY<9&XLi8+rRI zDYjHPJ26*9)2lKkI6dj4OaS>iQ!0BrVN3g^!vm_7&GoYLUpqW$a%5iD!5#OwI>~m` zEYIpj)#PXURJfi@1n`L^Xq>LIau?=u?Jm4&psx1uV>Sn*S&Ga0^HS97gJnH;qFv$X zb-F=@_wTzrHIl5HEp^>I>fW2edIU{ldfEkZ=bjjg3o%TqeH z6hHTkb2z=7uvGV0&b%Q0!#g`8X;C8JMCqxC+I%hDGviwRGOU6nhr`aOlHP@;-o5e6 zEHZ!WY)G`uRoUI7Z8BRAX>Q8;ZMZ!e74R4-BvB zUjA7BVes6i(9NzzGjgo?aB(g5n>g+%M243~?Es!L`upoG?3AdweDwTR*+Osoh`CQ} zuzmba^--TPZL8Wff2uT;3@@p(Ht2f@9XX;oX^6S>lkWI;FX7zDBH))|Xfyvn7$$kQ z(B2yr&W&sr*BK6-mGHOYsmF{MGwwE)pQvk$7Ke?ZR&yjXws%t}!2dt5?hMOjRg7Mpxo^M(os_Mp;&G4^zv+ zv6j<(wGLSyjV4cT3-sLgJjpyc%sR!znf&^dadDt+#klygdZmU5Q8>beulc?w^3%(K^B+IIV};w9IEIj#@A zkxyUTO#UEYgQ~iA3vopxCsXF#_#AG!*=zF6)?~@Dq*r$Pp9I;3L%kL5uFRu0|=a?Ei+tI+&Jd!O9gKx7FAvX z>sGy|9<3L72}4Menqc&g~XlM997%(uOXX6qS+tLYz}mxH8DG~ z@)QLXz6xQ<S-xPI8E-F31( zpQFpj89M@}Pto6U`Mh6WeF@Sz4BC})5!NsCtyIc4cW7eii^hE-h}~jAy$@)*<>Gts zobp^9VrUD2YIiaBjVk_H>$&5 zoM;FP0+tX61dYIAVQX^as$5MCY=Y|g&<~o^@pK|&MF7h1FrWf~;{IHv|qq=@7li1ftnNZ4k0LaxYn#WBRJaQ@%E06{hr263NKDI zzLIZ2zed~JJL2u_?O7d0#9NItZlsuaFF&02MBY^}m5LD8spSf)KdQysz_cfk3lHDy zd`^jlMVy6S^7`YEn2QPBS>2lEf$pb@yqCM1=6^OBw2TI5PMdhX{{)%8|48KSL25*=i`lQNIEa4ldC@<^cYCE&pv2)(_Y=_5kHM zg!in!F?=BVc-3RQ#H_=8do&^wSnP#FZ%hT%J{%ii$t{U9W4huy8d_KXZ46;r57AKm zz=xdGyyy`vViU&kMHBdNMJ|lEMdye^d@P&T47v{y8>8(Ko1uFGIqL4`?NPmV6VpWc zZd&Fp<4;{6VjJ>~+%@`B2I)?}ZVl6n}e?|uwZ8}6x0*&lWr_vZZ9~2qm-GIphY3M5+N(PTAlCT?31O)EzKmTA*sFk?{sD)}lA%pP^VMN3FA;W(kRKF+! z{+qh~Ej&Of+Bh8>Il|5KhayeheT8j|t@L`B*Dpux`)+eW^Y?A#Ay*4>}F#nxX(FbAP2el83$GmI0T<`Ri*m`k) z_*TE8{qdD$$!E!d#W^-3f~Bcwq-r1L=AEKKr?z{}0v-=q_C*~?d|7!MbAC=yvHxzYwbUQ(AXM@SB|s^t9)!J$`pZ{o#Mzk3z=@%ec8}T`&>oC za&AvdmT=eo-H?vRC3ALO3iQGO76EvA;|_A5+xWn~A^E}P&wKC?+Pu)vzUs5eLz`L+ zp0mS_YRk)5N1G-d+&p@dB3q(1+jMB8uhxHl@$;lSyX~%#(K}*CbG&_G`Ve@>@jwn# z)Cmdmtdx?Q4@NcZV4q@;taUv>Wl4?+lI{|I@tg*fsh|o|L9e^&LO#teMPt-1nh+xF z7kh^Ho;WE!C^R6#andh2RWo)BTg#UoX_76QekJ*k+8$&LUw?0>wM`W7 z#f@Ew_qLjDsjg%t$#hV$!5FxIb_pKQBf?sN36*xN9EZI9|ve&eYk+ggoq z%}-DN5W*hZ2wzte(@*f7@{z2-&m@B;@aNk&4h7j_-yM3c5+P zx?+(D+bZ*w_2HRlrG=T#9*_0qf~=fKDB-}}83#wVkDcQ5t7d)gi+gxB9aViHYBKj* zm2x`8ynO1;o<1wJ-8R);e`8>B!Dk$4hQR+7ZwT8ZF2pp3Md&v}-RB=0kGOmwEK~^u zFjt-1#Qni_Cad?ZHJ^__#=!*Nq>G-3i*BdI_^#deY}+$z?;dqXQmz7$pv?`*+b!fb z8RPF7+3}UCYjje{*F1c|u?yR^vkToNpdc*xZZun=`DTc}V>$moaY>GF5i4D6)S{L* z>dsX=gYO7Og=3ot|M3 zMSz%4$|}IePQm^gKLZd(Uu*mfs50um8F~%ze_?0_J+0@fe;+Et!bVPFh<;P_e;)IH zq-Zpp(Z@e2`d9w=|EK5`(nceJ!*AWg$Rjt9HW)GMCjm@fHm*0Ata>usH6%NN=K^@5 zn*B;iy}=tTf>MOgxPq(k6Ja5Qjbk#(li z-Sl}3`2W4M9?E=oXh08!J^)zgE)&{!A@1C$sX@L*stECMLu zz@r0$0k1F=P=a+V3MiF<2ffnvOQr(Uk-!6BKs*vCkw6`x3zUF>Q3CQ`CGZZ~0d0b| z7&buLU_XEk7U&-f*a78Wi3A@257rT@??}KG1n3ta1oc4Q5J0(xL4m%4eu93j`3qvf zzJU_NA%Srt0K1HL;2QvC_{;ElwJ%`(8GVC3Vb=NteFW_Rc+{GF)d$8Hz_|o4U_0m| zSOTzLwy~g3s~E;Sulj%neOvXH(f1k#XveBBuAflG(vhhY9q`I3i+~}JFa$8&DkwAx zX}z+#hpCSLp%tL(wObXq!#D0!93IH*s3gV)VeHy<7b~!Cgm)midO{dGbp4+9p%I-p zVGsnI6By#^7X*VwBhe5i$chY&fuVuW0KXuVH5n2KcC}H4P*w(*bb}12z=1H^AVVXR z!OV1{4247i46sp##;O1V-6%t%k$>nSu^1q%{(-}){NXbSrt*g_3jU{mDDXdw05h{M4D)WyKje~cG{T|Ztr4G(14G{(i#oa{#g*A2`Y q&8Sp51Oe`fl`PkQ;snsi%AJ&P%HwHt#!90B2EcMkOY55GasCgrlZe^? literal 0 HcmV?d00001