From 9edd4e1de6b0be7064c3460ae348e403f5b67f9a Mon Sep 17 00:00:00 2001 From: yao Date: Fri, 10 Jun 2016 11:26:56 -0400 Subject: [PATCH] Added several files for gtsam.lyx. --- doc/common_macros.tex | 124 + doc/gtsam.lyx | 3760 ++++++++++++++++++++++++++++++ doc/images/Beijing.pdf | Bin 0 -> 319555 bytes doc/images/FactorGraph.pdf | Bin 0 -> 5768 bytes doc/images/FactorGraph2.pdf | Bin 0 -> 5608 bytes doc/images/FactorGraph3.pdf | Bin 0 -> 6281 bytes doc/images/FactorGraph4.pdf | Bin 0 -> 4294 bytes doc/images/Localization.pdf | 101 + doc/images/Odometry.pdf | Bin 0 -> 4295 bytes doc/images/cube.pdf | 559 +++++ doc/images/hmm-FG.pdf | Bin 0 -> 6870 bytes doc/images/hmm.pdf | Bin 0 -> 7242 bytes doc/images/littleRobot.pdf | Bin 0 -> 19836 bytes doc/images/sphere2500-result.pdf | Bin 0 -> 35928 bytes doc/images/w100-result.pdf | Bin 0 -> 23250 bytes 15 files changed, 4544 insertions(+) create mode 100644 doc/common_macros.tex create mode 100644 doc/gtsam.lyx create mode 100644 doc/images/Beijing.pdf create mode 100644 doc/images/FactorGraph.pdf create mode 100644 doc/images/FactorGraph2.pdf create mode 100644 doc/images/FactorGraph3.pdf create mode 100644 doc/images/FactorGraph4.pdf create mode 100644 doc/images/Localization.pdf create mode 100644 doc/images/Odometry.pdf create mode 100644 doc/images/cube.pdf create mode 100644 doc/images/hmm-FG.pdf create mode 100644 doc/images/hmm.pdf create mode 100644 doc/images/littleRobot.pdf create mode 100644 doc/images/sphere2500-result.pdf create mode 100644 doc/images/w100-result.pdf diff --git a/doc/common_macros.tex b/doc/common_macros.tex new file mode 100644 index 000000000..73648c6a4 --- /dev/null +++ b/doc/common_macros.tex @@ -0,0 +1,124 @@ +\global\long\def\Vector#1{{\bf #1}} + \global\long\def\Matrix#1{{\bf #1}} + + +\global\long\def\eq#1{equation (\ref{eq:=0000231})} + + +\global\long\def\eye#1{\Vector{I_{#1}}} + + +\global\long\def\leftsparrow#1{\stackrel{#1}{\leftarrow}} + \global\long\def\rightsparrow#1{\stackrel{#1}{\rightarrow}} + \global\long\def\chain{\mathcal{M}} + + +\global\long\def\define{\stackrel{\Delta}{=}} + + +\global\long\def\argmin#1{\mathop{\textrm{argmin \,}}_{#1}} + + +\global\long\def\Norm#1{\Vert#1\Vert} + \global\long\def\SqrNorm#1{\Vert#1\Vert^{2}} + \global\long\def\Ltwo#1{\mathcal{L}^{2}\left(#1\right)} + + +\global\long\def\Normal#1#2#3{\mathcal{N}(#1;#2,#3)} + + +\global\long\def\LogNormal#1#2#3{ (#1-#2)^{T} #3^{-1} (#1-#2) } + + +\global\long\def\SqrMah#1#2#3{\Vert{#1}-{#2}\Vert_{#3}^{2}} + + +\global\long\def\SqrZMah#1#2{\Vert{#1}\Vert_{#2}^{2}} + + +\global\long\def\Info#1#2#3{\mathcal{N}^{-1}(#1;#2,#3)} + + +\providecommand{\half}{\frac{1}{2}} + +\global\long\def\Mah#1#2#3{\Vert{#1}-{#2}\Vert_{#3}} + \global\long\def\MahDeriv#1#2#3#4{\biggl(\deriv{#2}{#4}\biggr)^{T} #3^{-1} (#1-#2)} + + +\global\long\def\argmin#1{\mathop{\textrm{argmin \,}}_{#1}} + \global\long\def\argmax#1{\mathop{\textrm{argmax \,}}_{#1}} + + + + +\global\long\def\deriv#1#2{\frac{\partial#1}{\partial#2}} + + +\global\long\def\at#1#2{#1\biggr\rvert_{#2}} + + +\global\long\def\Jac#1#2#3{ \at{\deriv{#1}{#2}} {#3} } + + + + +\global\long\def\Rone{\mathbb{R}} +\global\long\def\Pone{\mathbb{P}} + + +\global\long\def\Rtwo{\mathbb{R}^{2}} +\global\long\def\Ptwo{\mathbb{P}^{2}} + + +\global\long\def\Stwo{\mathbb{S}^{2}} + \global\long\def\Complex{\mathbb{C}} + + +\global\long\def\Z{\mathbb{Z}} + \global\long\def\Rplus{\mathbb{R}^{+}} + + +\global\long\def\SOtwo{SO(2)} +\global\long\def\sotwo{\mathfrak{so(2)}} +\global\long\def\skew#1{[#1]_{+}} + + +\global\long\def\SEtwo{SE(2)} +\global\long\def\setwo{\mathfrak{se(2)}} +\global\long\def\Skew#1{[#1]_{\times}} + + +\global\long\def\Rthree{\mathbb{R}^{3}} +\global\long\def\Pthree{\mathbb{P}^{3}} + + +\global\long\def\SOthree{SO(3)} +\global\long\def\sothree{\mathfrak{so(3)}} + + +\global\long\def\Rsix{\mathbb{R}^{6}} +\global\long\def\SEthree{SE(3)} +\global\long\def\sethree{\mathfrak{se(3)}} + + +\global\long\def\Rn{\mathbb{R}^{n}} + + +\global\long\def\Afftwo{Aff(2)} +\global\long\def\afftwo{\mathfrak{aff(2)}} + + +\global\long\def\SLthree{SL(3)} +\global\long\def\slthree{\mathfrak{sl(3)}} + + + + +\global\long\def\stirling#1#2{\genfrac{\{}{\}}{0pt}{}{#1}{#2}} + + +\global\long\def\matlabscript#1#2{\begin{itemize}\item[]\lstinputlisting[caption=#2,label=#1]{#1.m}\end{itemize}} + + +\global\long\def\atan{\mathop{atan2}} + diff --git a/doc/gtsam.lyx b/doc/gtsam.lyx new file mode 100644 index 000000000..38b601d23 --- /dev/null +++ b/doc/gtsam.lyx @@ -0,0 +1,3760 @@ +#LyX 2.1 created this file. For more info see http://www.lyx.org/ +\lyxformat 474 +\begin_document +\begin_header +\textclass article +\begin_preamble +\usepackage{times} +\usepackage{listings} + +\usepackage[noend]{algpseudocode} +\usepackage[usenames,dvipsnames]{color} +% This is the color used for MATLAB comments below +\definecolor{MyDarkGreen}{rgb}{0.0,0.4,0.0} + +% For faster processing, load Matlab syntax for listings +\lstloadlanguages{Matlab}% +\lstset{language=Matlab, % Use MATLAB + frame=single, % Single frame around code + basicstyle=\small\ttfamily, % Use small true type font + keywordstyle=[1]\color{Blue}\bf, % MATLAB functions bold and blue + keywordstyle=[2]\color{Purple}, % MATLAB function arguments purple + keywordstyle=[3]\color{Blue}\underbar, % User functions underlined and blue + identifierstyle=, % Nothing special about identifiers + % Comments small dark green courier + commentstyle=\usefont{T1}{pcr}{m}{sl}\color{MyDarkGreen}, + stringstyle=\color{Purple}, % Strings are purple + showstringspaces=false, % Don't put marks in string spaces + tabsize=5, % 5 spaces per tab + % + %%% Put standard MATLAB functions not included in the default + %%% language here + morekeywords={normpdf,normcdf,Pose2,Pose2SLAM}, + % + %%% Put MATLAB function parameters here + morekeywords=[2]{on, off, interp}, + % + %%% Put user defined functions here + morekeywords=[3]{FindESS, homework_example, gtsamSharedNoiseModel_Sigmas}, + % + morecomment=[l][\color{Blue}]{...}, % Line continuation (...) like blue comment + numbers=left, % Line numbers on left + firstnumber=1, % Line numbers start with line 1 + numberstyle=\tiny\color{Blue}, % Line numbers are blue + stepnumber=1 % Line numbers go in steps of 1 + } +\end_preamble +\use_default_options false +\maintain_unincluded_children false +\language english +\language_package default +\inputencoding auto +\fontencoding T1 +\font_roman ae +\font_sans default +\font_typewriter default +\font_math auto +\font_default_family rmdefault +\use_non_tex_fonts false +\font_sc false +\font_osf false +\font_sf_scale 100 +\font_tt_scale 100 +\graphics default +\default_output_format default +\output_sync 0 +\bibtex_command default +\index_command default +\paperfontsize 10 +\spacing onehalf +\use_hyperref false +\papersize custom +\use_geometry true +\use_package amsmath 1 +\use_package amssymb 1 +\use_package cancel 0 +\use_package esint 0 +\use_package mathdots 1 +\use_package mathtools 0 +\use_package mhchem 1 +\use_package stackrel 0 +\use_package stmaryrd 0 +\use_package undertilde 0 +\cite_engine natbib +\cite_engine_type authoryear +\biblio_style plainnat +\use_bibtopic false +\use_indices false +\paperorientation portrait +\suppress_date false +\justification true +\use_refstyle 0 +\index Index +\shortcut idx +\color #008000 +\end_index +\paperwidth 7.44in +\paperheight 9.68in +\leftmargin 1in +\topmargin 1in +\rightmargin 1in +\bottommargin 1in +\secnumdepth 3 +\tocdepth 3 +\paragraph_separation indent +\paragraph_indentation default +\quotes_language english +\papercolumns 1 +\papersides 1 +\paperpagestyle default +\tracking_changes false +\output_changes false +\html_math_output 0 +\html_css_as_file 0 +\html_be_strict false +\end_header + +\begin_body + +\begin_layout Title +Factor Graphs and GTSAM: +\begin_inset Newline newline +\end_inset + +A Hands-on Introduction +\end_layout + +\begin_layout Author +Frank Dellaert +\begin_inset Newline newline +\end_inset + +Technical Report number GT-RIM-CP&R-2014-XXX +\end_layout + +\begin_layout Date +September 2014 +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand input +filename "../common_macros.tex" + +\end_inset + + +\end_layout + +\begin_layout Section* +Overview +\end_layout + +\begin_layout Standard +In this document I provide a hands-on introduction to both factor graphs + and GTSAM. + This is an updated version from the 2012 TR that is tailored to our GTSAM + 3.0 library and beyond. +\end_layout + +\begin_layout Standard + +\series bold +Factor graphs +\series default + are graphical models +\begin_inset CommandInset citation +LatexCommand citep +key "Koller09book" + +\end_inset + + that are well suited to modeling complex estimation problems, such as Simultane +ous Localization and Mapping (SLAM) or Structure from Motion (SFM). + You might be familiar with another often used graphical model, Bayes networks, + which are directed acyclic graphs. + A +\series bold +factor graph, +\series default +however, is a +\emph on +bipartite +\emph default + graph consisting of factors connected to variables. + The +\series bold +variables +\series default + represent the unknown random variables in the estimation problem, whereas + the +\series bold +factors +\series default + represent probabilistic constraints on those variables, derived from measuremen +ts or prior knowledge. + In the following sections I will illustrate this with examples from both + robotics and vision. +\end_layout + +\begin_layout Standard +The GTSAM toolbox (GTSAM stands for +\begin_inset Quotes eld +\end_inset + +Georgia Tech Smoothing and Mapping +\begin_inset Quotes erd +\end_inset + +) toolbox is a BSD-licensed C++ library based on factor graphs, developed + at the Georgia Institute of Technology by myself, many of my students, + and collaborators. + It provides state of the art solutions to the SLAM and SFM problems, but + can also be used to model and solve both simpler and more complex estimation + problems. + It also provides a MATLAB interface which allows for rapid prototype developmen +t, visualization, and user interaction. +\end_layout + +\begin_layout Standard +GTSAM exploits sparsity to be computationally efficient. + Typically measurements only provide information on the relationship between + a handful of variables, and hence the resulting factor graph will be sparsely + connected. + This is exploited by the algorithms implemented in GTSAM to reduce computationa +l complexity. + Even when graphs are too dense to be handled efficiently by direct methods, + GTSAM provides iterative methods that are quite efficient regardless. +\end_layout + +\begin_layout Standard +You can download the latest version of GTSAM at +\begin_inset Flex URL +status open + +\begin_layout Plain Layout + +http://tinyurl.com/gtsam +\end_layout + +\end_inset + +. +\end_layout + +\begin_layout Standard +\begin_inset CommandInset toc +LatexCommand tableofcontents + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\end_layout + +\begin_layout Section +Factor Graphs +\end_layout + +\begin_layout Standard +Let us start with a one-page primer on factor graphs, which in no way replaces + the excellent and detailed reviews by +\begin_inset CommandInset citation +LatexCommand citet +key "Kschischang01it" + +\end_inset + + and +\begin_inset CommandInset citation +LatexCommand citet +key "Loeliger04spm" + +\end_inset + +. + +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/hmm.pdf + scale 60 + BoundingBox 40bp 37bp 400bp 150bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:unrolledHMM" + +\end_inset + +An HMM, unrolled over three time-steps, represented by a Bayes net. + +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:unrolledHMM" + +\end_inset + + shows the +\series bold +Bayes network +\series default + for a hidden Markov model (HMM) over three time steps. + In a Bayes net, each node is associated with a conditional density: the + top Markov chain encodes the prior +\begin_inset Formula $P(X_{1})$ +\end_inset + + and transition probabilities +\begin_inset Formula $P(X_{2}|X_{1})$ +\end_inset + + and +\begin_inset Formula $P(X_{3}|X_{2})$ +\end_inset + +, whereas measurements +\begin_inset Formula $Z_{t}$ +\end_inset + + depend only on the state +\begin_inset Formula $X_{t}$ +\end_inset + +, modeled by conditional densities +\begin_inset Formula $P(Z_{t}|X_{t})$ +\end_inset + +. + Given known measurements +\begin_inset Formula $z_{1}$ +\end_inset + +, +\begin_inset Formula $z_{2}$ +\end_inset + + and +\begin_inset Formula $z_{3}$ +\end_inset + + we are interested in the hidden state sequence +\begin_inset Formula $(X_{1},X_{2},X_{3})$ +\end_inset + + that maximizes the posterior probability +\begin_inset Formula $P(X_{1},X_{2},X_{3}|Z_{1}=z_{1},Z_{2}=z_{2},Z_{3}=z_{3})$ +\end_inset + +. + Since the measurements +\begin_inset Formula $Z_{1}$ +\end_inset + +, +\begin_inset Formula $Z_{2}$ +\end_inset + +, and +\begin_inset Formula $Z_{3}$ +\end_inset + + are +\emph on +known +\emph default +, the posterior is proportional to the product of six +\series bold +factors +\series default +, three of which derive from the the Markov chain, and three likelihood + factors defined as +\begin_inset Formula $L(X_{t};z)\propto P(Z_{t}=z|X_{t})$ +\end_inset + +: +\begin_inset Formula +\[ +P(X_{1},X_{2},X_{3}|Z_{1},Z_{2},Z_{3})\propto P(X_{1})P(X_{2}|X_{1})P(X_{3}|X_{2})L(X_{1};z_{1})L(X_{2};z_{2})L(X_{3};z_{3}) +\] + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +vspace{-3mm} +\end_layout + +\end_inset + + +\begin_inset Float figure +placement H +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/hmm-FG.pdf + scale 60 + BoundingBox 30bp 40bp 340bp 130bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:HMM-FG" + +\end_inset + +An HMM with observed measurements, unrolled over time, represented as a + factor graph. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + This motivates a different graphical model, a +\series bold +factor graph +\series default +, in which we only represent the unknown variables +\begin_inset Formula $X_{1}$ +\end_inset + +, +\begin_inset Formula $X_{2}$ +\end_inset + +, and +\begin_inset Formula $X_{3}$ +\end_inset + +, connected to factors that encode probabilistic information on them, as + in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:HMM-FG" + +\end_inset + +. + To do maximum a-posteriori (MAP) inference, we then maximize the product + +\begin_inset Formula +\[ +f(X_{1},X_{2},X_{3})=\prod f_{i}(\mathcal{X}_{i}) +\] + +\end_inset + +i.e., the value of the factor graph. + It should be clear from the figure that the connectivity of a factor graph + encodes, for each factor +\begin_inset Formula $f_{i}$ +\end_inset + +, which subset of variables +\begin_inset Formula $\mathcal{X}_{i}$ +\end_inset + + it depends on. + In the examples below, we use factor graphs to model more complex MAP inference + problems in robotics. +\end_layout + +\begin_layout Section +\begin_inset CommandInset label +LatexCommand label +name "sec:Robot-Localization" + +\end_inset + +Modeling Robot Motion +\end_layout + +\begin_layout Subsection +Modeling with Factor Graphs +\end_layout + +\begin_layout Standard +Before diving into a SLAM example, let us consider the simpler problem of + modeling robot motion. + This can be done with a +\emph on +continuous +\emph default + Markov chain, and provides a gentle introduction to GTSAM. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/FactorGraph.pdf + scale 80 + BoundingBox 40bp 585bp 300bp 625bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:OdometryFG" + +\end_inset + +Factor graph for robot localization. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + The factor graph for a simple example is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:OdometryFG" + +\end_inset + +. + There are three variables +\begin_inset Formula $x_{1}$ +\end_inset + +, +\begin_inset Formula $x_{2}$ +\end_inset + +, and +\begin_inset Formula $x_{3}$ +\end_inset + + which represent the poses of the robot over time, rendered in the figure + by the open-circle variable nodes. + In this example, we have one +\series bold +unary factor +\series default + +\begin_inset Formula $f_{0}(x_{1})$ +\end_inset + + on the first pose +\begin_inset Formula $x_{1}$ +\end_inset + + that encodes our prior knowledge about +\begin_inset Formula $x_{1}$ +\end_inset + +, and two +\series bold +binary factors +\series default + that relate successive poses, respectively +\begin_inset Formula $f_{1}(x_{1},x_{2};o_{1})$ +\end_inset + + and +\begin_inset Formula $f_{2}(x_{2},x_{3};o_{2})$ +\end_inset + +, where +\begin_inset Formula $o_{1}$ +\end_inset + + and +\begin_inset Formula $o_{2}$ +\end_inset + + represent odometry measurements. +\end_layout + +\begin_layout Subsection +Creating a Factor Graph +\end_layout + +\begin_layout Standard +The following C++ code, included in GTSAM as an example, creates the factor + graph in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:OdometryFG" + +\end_inset + +: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/OdometryExample.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/OdometryExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:OdometryExample},language={C++},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + Above, line 2 creates an empty factor graph. + We then add the factor +\begin_inset Formula $f_{0}(x_{1})$ +\end_inset + + on lines 5-8 as an instance of +\series bold +\emph on +PriorFactor +\series default +\emph default +, a templated class provided in the slam subfolder, with +\series bold +\emph on +T=Pose2 +\series default +\emph default +. + Its constructor takes a variable +\series bold +\emph on +Key +\series default +\emph default + (in this case 1), a mean of type +\series bold +\emph on +Pose2, +\series default +\emph default + created on Line 5, and a noise model for the prior density. + We provide a diagonal Gaussian of type +\series bold +\emph on +noiseModel::Diagonal +\series default +\emph default + by specifying three standard deviations in line 7, respectively 30 cm. +\begin_inset space ~ +\end_inset + +on the robot's position, and 0.1 radians on the robot's orientation. + Note that the +\series bold +\emph on +Sigmas +\series default +\emph default + constructor returns a shared pointer, anticipating that typically the same + noise models are used for many different factors. +\end_layout + +\begin_layout Standard +Similarly, odometry measurements are specified as +\series bold +\emph on +Pose2 +\series default +\emph default + on line 11, with a slightly different noise model defined on line 12-13. + We then add the two factors +\begin_inset Formula $f_{1}(x_{1},x_{2};o_{1})$ +\end_inset + + and +\begin_inset Formula $f_{2}(x_{2},x_{3};o_{2})$ +\end_inset + + on lines 14-15, as instances of yet another templated class, +\series bold +\emph on +BetweenFactor +\series default +\emph default +, again with +\series bold +\emph on +T=Pose2 +\series default +\emph default +. +\end_layout + +\begin_layout Standard +When running the example ( +\emph on +make OdometryExample.run +\emph default + on the command prompt), it will print out the factor graph as follows: +\family typewriter +\size small + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/OdometryOutput1.txt" + +\end_inset + + +\end_layout + +\begin_layout Subsection +Factor Graphs versus Values +\end_layout + +\begin_layout Standard +At this point it is instructive to emphasize two important design ideas + underlying GTSAM: +\end_layout + +\begin_layout Enumerate +The factor graph and its embodiment in code specify the joint probability + distribution +\begin_inset Formula $P(X|Z)$ +\end_inset + + over the +\emph on +entire +\emph default + trajectory +\begin_inset Formula $X\define\{x_{1},x_{2},x_{3}\}$ +\end_inset + + of the robot, rather than just the last pose. + This +\emph on +smoothing +\emph default + view of the world gives GTSAM its name: +\begin_inset Quotes eld +\end_inset + +smoothing and mapping +\begin_inset Quotes erd +\end_inset + +. + Later in this document we will talk about how we can also use GTSAM to + do filtering (which you often do +\emph on +not +\emph default + want to do) or incremental inference (which we do all the time). +\end_layout + +\begin_layout Enumerate +A factor graph in GTSAM is just the specification of the probability density + +\begin_inset Formula $P(X|Z)$ +\end_inset + +, and the corresponding +\series bold +\emph on +FactorGraph +\series default +\emph default + class and its derived classes do not ever contain a +\begin_inset Quotes eld +\end_inset + +solution +\begin_inset Quotes erd +\end_inset + +. + Rather, there is a separate type +\series bold +\emph on +Values +\series default +\emph default + that is used to specify specific values for (in this case) +\begin_inset Formula $x_{1}$ +\end_inset + +, +\begin_inset Formula $x_{2}$ +\end_inset + +, and +\begin_inset Formula $x_{3}$ +\end_inset + +, which can then be used to evaluate the probability (or, more commonly, + the error) associated with particular values. +\end_layout + +\begin_layout Standard +The latter point is often a point of confusion with beginning users of GTSAM. + It helps to remember that when designing GTSAM we took a functional approach + of classes corresponding to mathematical objects, which are usually immutable. + You should think of a factor graph as a +\emph on +function +\emph default + to be applied to values -as the notation +\begin_inset Formula $f(X)\propto P(X|Z)$ +\end_inset + + implies- rather than as an object to be modified. +\end_layout + +\begin_layout Subsection +Non-linear Optimization in GTSAM +\end_layout + +\begin_layout Standard +The listing below creates a +\series bold +\emph on +Values +\series default +\emph default + instance, and uses it as the initial estimate to find the maximum a-posteriori + (MAP) assignment for the trajectory +\begin_inset Formula $X$ +\end_inset + +: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/OdometryOptimize.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/OdometryExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:OdometryOptimize},language={C++},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + Lines 2-5 in Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:OdometryOptimize" + +\end_inset + + create the initial estimate, and on line 8 we create a non-linear Levenberg-Mar +quardt style optimizer, and call +\series bold +\emph on +optimize +\series default +\emph default + using default parameter settings. + The reason why GTSAM needs to perform non-linear optimization is because + the odometry factors +\begin_inset Formula $f_{1}(x_{1},x_{2};o_{1})$ +\end_inset + + and +\begin_inset Formula $f_{2}(x_{2},x_{3};o_{2})$ +\end_inset + + are non-linear, as they involve the orientation of the robot. + This also explains why the factor graph we created in Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:OdometryExample" + +\end_inset + + is of type +\series bold +\emph on +NonlinearFactorGraph +\series default +\emph default +. + The optimization class linearizes this graph, possibly multiple times, + to minimize the non-linear squared error specified by the factors. +\end_layout + +\begin_layout Standard +The relevant output from running the example is as follows: +\family typewriter +\size small + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/OdometryOutput2.txt" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + It can be seen that, subject to very small tolerance, the ground truth + solution +\begin_inset Formula $x_{1}=(0,0,0)$ +\end_inset + +, +\begin_inset Formula $x_{2}=(2,0,0)$ +\end_inset + +, and +\begin_inset Formula $x_{3}=(4,0,0)$ +\end_inset + + is recovered. +\end_layout + +\begin_layout Subsection +\begin_inset CommandInset label +LatexCommand label +name "sub:Full-Posterior-Inference" + +\end_inset + +Full Posterior Inference +\end_layout + +\begin_layout Standard +GTSAM can also be used to calculate the covariance matrix for each pose + after incorporating the information from all measurements +\begin_inset Formula $Z$ +\end_inset + +. + Recognizing that the factor graph encodes the +\series bold +posterior density +\series default + +\begin_inset Formula $P(X|Z)$ +\end_inset + +, the mean +\begin_inset Formula $\mu$ +\end_inset + + together with the covariance +\begin_inset Formula $\Sigma$ +\end_inset + + for each pose +\begin_inset Formula $x$ +\end_inset + + approximate the +\series bold +marginal posterior density +\series default + +\begin_inset Formula $P(x|Z)$ +\end_inset + +. + Note that this is just an approximation, as even in this simple case the + odometry factors are actually non-linear in their arguments, and GTSAM + only computes a Gaussian approximation to the true underlying posterior. +\end_layout + +\begin_layout Standard +The following C++ code will recover the posterior marginals: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/OdometryMarginals.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/OdometryExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:OdometryMarginals},language={C++},numbers=left" + +\end_inset + +The relevant output from running the example is as follows: +\size footnotesize + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/OdometryOutput3.txt" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + What we see is that the marginal covariance +\begin_inset Formula $P(x_{1}|Z)$ +\end_inset + + on +\begin_inset Formula $x_{1}$ +\end_inset + + is simply the prior knowledge on +\begin_inset Formula $x_{1}$ +\end_inset + +, but as the robot moves the uncertainty in all dimensions grows without + bound, and the +\begin_inset Formula $y$ +\end_inset + + and +\begin_inset Formula $\theta$ +\end_inset + + components of the pose become (positively) correlated. +\end_layout + +\begin_layout Standard +An important fact to note when interpreting these numbers is that covariance + matrices are given in +\emph on +relative +\emph default + coordinates, not absolute coordinates. + This is because internally GTSAM optimizes for a change with respect to + a linearization point, as do all nonlinear optimization libraries. +\end_layout + +\begin_layout Section +Robot Localization +\end_layout + +\begin_layout Subsection +Unary Measurement Factors +\end_layout + +\begin_layout Standard +In this section we add measurements to the factor graph that will help us + actually +\emph on +localize +\emph default + the robot over time. + The example also serves as a tutorial on creating new factor types. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/FactorGraph2.pdf + scale 80 + BoundingBox 70bp 550bp 300bp 630bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:LocalizationFG" + +\end_inset + +Robot localization factor graph with unary measurement factors at each time + step. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In particular, we use +\series bold +unary measurement factors +\series default + to handle external measurements. + The example from Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sec:Robot-Localization" + +\end_inset + + is not very useful on a real robot, because it only contains factors correspond +ing to odometry measurements. + These are imperfect and will lead to quickly accumulating uncertainty on + the last robot pose, at least in the absence of any external measurements + (see Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sub:Full-Posterior-Inference" + +\end_inset + +). + Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:LocalizationFG" + +\end_inset + + shows a new factor graph where the prior +\begin_inset Formula $f_{0}(x_{1})$ +\end_inset + + is omitted and instead we added three unary factors +\begin_inset Formula $f_{1}(x_{1};z_{1})$ +\end_inset + +, +\begin_inset Formula $f_{2}(x_{2};z_{2})$ +\end_inset + +, and +\begin_inset Formula $f_{3}(x_{3};z_{3})$ +\end_inset + +, one for each localization measurement +\begin_inset Formula $z_{t}$ +\end_inset + +, respectively. + Such unary factors are applicable for measurements +\begin_inset Formula $z_{t}$ +\end_inset + + that depend +\emph on +only +\emph default + on the current robot pose, e.g., GPS readings, correlation of a laser range-finde +r in a pre-existing map, or indeed the presence of absence of ceiling lights + (see +\begin_inset CommandInset citation +LatexCommand citet +key "Dellaert99b" + +\end_inset + + for that amusing example). +\end_layout + +\begin_layout Subsection +Defining Custom Factors +\end_layout + +\begin_layout Standard +In GTSAM, you can create custom unary factors by deriving a new class from + the built-in class +\series bold +\emph on +NoiseModelFactor1 +\series default +\emph default +, which implements a unary factor corresponding to a measurement likelihood + with a Gaussian noise model, +\begin_inset Formula +\[ +L(q;m)=exp\left\{ -\frac{1}{2}\SqrMah{h(q)}{m}{\Sigma}\right\} \define f(q) +\] + +\end_inset + +where +\begin_inset Formula $m$ +\end_inset + + is the measurement, +\begin_inset Formula $q$ +\end_inset + + is the unknown variable, +\begin_inset Formula $h(q)$ +\end_inset + + is a (possibly nonlinear) measurement function, and +\begin_inset Formula $\Sigma$ +\end_inset + + is the noise covariance. + Note that +\begin_inset Formula $m$ +\end_inset + + is considered +\emph on +known +\emph default + above, and the likelihood +\begin_inset Formula $L(q;m)$ +\end_inset + + +\begin_inset Note Note +status open + +\begin_layout Plain Layout + of +\begin_inset Formula $q$ +\end_inset + + given +\begin_inset Formula $m$ +\end_inset + + +\end_layout + +\end_inset + + will only ever be evaluated as a function of +\begin_inset Formula $q$ +\end_inset + +, which explains why it is a unary factor +\begin_inset Formula $f(q)$ +\end_inset + +. + It is always the unknown variable +\begin_inset Formula $q$ +\end_inset + + that is either likely or unlikely, given the measurement. + +\end_layout + +\begin_layout Standard + +\series bold +Note: +\series default +many people get this backwards, often misled by the conditional density + notation +\begin_inset Formula $P(m|q)$ +\end_inset + +. + In fact, the likelihood +\begin_inset Formula $L(q;m)$ +\end_inset + + is +\emph on +defined +\emph default + as any function of +\begin_inset Formula $q$ +\end_inset + + proportional to +\begin_inset Formula $P(m|q)$ +\end_inset + +. +\end_layout + +\begin_layout Standard +Listing +\begin_inset CommandInset ref +LatexCommand vref +reference "listing:LocalizationFactor" + +\end_inset + + shows an example on how to define the custom factor class +\series bold +\emph on +UnaryFactor +\series default +\emph default + which implements a +\begin_inset Quotes eld +\end_inset + +GPS-like +\begin_inset Quotes erd +\end_inset + + measurement likelihood: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/LocalizationFactor.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/LocalizationExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:LocalizationFactor},language={C++},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In defining the derived class on line 1, we provide the template argument + +\series bold +\emph on +Pose2 +\series default +\emph default + to indicate the type of the variable +\begin_inset Formula $q$ +\end_inset + +, whereas the measurement is stored as the instance variables +\series bold +\emph on +mx_ +\series default +\emph default + and +\series bold +\emph on +my_ +\series default +\emph default +, defined on line 2. + The constructor on lines 5-6 simply passes on the variable key +\begin_inset Formula $j$ +\end_inset + + and the noise model to the superclass, and stores the measurement values + provided. + The most important function to has be implemented by every factor class + is +\series bold +\emph on +evaluateError +\series default +\emph default +, which should return +\begin_inset Formula +\[ +E(q)\define h(q)-m +\] + +\end_inset + +which is done on line 12. + Importantly, because we want to use this factor for nonlinear optimization + (see e.g., +\begin_inset CommandInset citation +LatexCommand citealt +key "Dellaert06ijrr" + +\end_inset + + for details), whenever the optional argument +\begin_inset Formula $H$ +\end_inset + + is provided, a +\series bold +\emph on +Matrix +\series default +\emph default + reference, the function should assign the +\series bold +Jacobian +\series default + of +\begin_inset Formula $h(q)$ +\end_inset + + to it, evaluated at the provided value for +\begin_inset Formula $q$ +\end_inset + +. + This is done for this example on line 11. + In this case, the Jacobian of the 2-dimensional function +\begin_inset Formula $h$ +\end_inset + +, which just returns the position of the robot, +\begin_inset Formula +\[ +h(q)=\left[\begin{array}{c} +q_{x}\\ +q_{y} +\end{array}\right] +\] + +\end_inset + + with respect the 3-dimensional pose +\begin_inset Formula $q=\left(q_{x},q_{y},q_{\theta}\right)$ +\end_inset + +, yields the following simple +\begin_inset Formula $2\times3$ +\end_inset + + matrix: +\end_layout + +\begin_layout Standard +\begin_inset Formula +\[ +H=\left[\begin{array}{ccc} +1 & 0 & 0\\ +0 & 1 & 0 +\end{array}\right] +\] + +\end_inset + + +\end_layout + +\begin_layout Subsection +Using Custom Factors +\end_layout + +\begin_layout Standard +The following C++ code fragment illustrates how to create and add custom + factors to a factor graph: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/LocalizationExample2.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/LocalizationExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:LocalizationExample2},language={C++},numbers=left" + +\end_inset + + +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In Listing +\begin_inset CommandInset ref +LatexCommand vref +reference "listing:LocalizationExample2" + +\end_inset + +, we create the noise model on line 2-3, which now specifies two standard + deviations on the measurements +\begin_inset Formula $m_{x}$ +\end_inset + + and +\begin_inset Formula $m_{y}$ +\end_inset + +. + On lines 4-6 we create +\series bold +\emph on +shared_ptr +\series default +\emph default + versions of three newly created +\series bold +\emph on +UnaryFactor +\series default +\emph default + instances, and add them to graph. + GTSAM uses shared pointers to refer to factors in factor graphs, and +\series bold +\emph on +boost::make_shared +\series default +\emph default + is a convenience function to simultaneously construct a class and create + a +\series bold +\emph on +shared_ptr +\series default +\emph default + to it. + +\begin_inset Note Note +status collapsed + +\begin_layout Plain Layout +and on lines 4-6 we add three newly created +\series bold +\emph on +UnaryFactor +\series default +\emph default + instances to the graph. +\end_layout + +\end_inset + + We obtain the factor graph from Figure +\begin_inset CommandInset ref +LatexCommand vref +reference "fig:LocalizationFG" + +\end_inset + +. + +\family typewriter +\size small + +\begin_inset Note Note +status collapsed + +\begin_layout Plain Layout +The relevant output from running the example is as follows: +\family typewriter +\size small + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/LocalizationOutput4.txt" + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Subsection +Full Posterior Inference +\end_layout + +\begin_layout Standard +The three GPS factors are enough to fully constrain all unknown poses and + tie them to a +\begin_inset Quotes eld +\end_inset + +global +\begin_inset Quotes erd +\end_inset + + reference frame, including the three unknown orientations. + If not, GTSAM would have exited with a singular matrix exception. + The marginals can be recovered exactly as in Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sub:Full-Posterior-Inference" + +\end_inset + +, and the solution and marginal covariances are now given by the following: +\size footnotesize + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/LocalizationOutput5.txt" + +\end_inset + + +\end_layout + +\begin_layout Standard +Comparing this with the covariance matrices in Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sub:Full-Posterior-Inference" + +\end_inset + +, we can see that the uncertainty no longer grows without bounds as measurement + uncertainty accumulates. + Instead, the +\begin_inset Quotes eld +\end_inset + +GPS +\begin_inset Quotes erd +\end_inset + + measurements more or less constrain the poses evenly, as expected. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Float figure +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/Odometry.pdf + width 80text% + BoundingBox 70bp 310bp 525bp 500bp + clip + +\end_inset + + +\end_layout + +\begin_layout Plain Layout +\begin_inset Caption Standard + +\begin_layout Plain Layout +Odometry marginals +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Plain Layout +\align center +\begin_inset space ~ +\end_inset + + +\end_layout + +\begin_layout Plain Layout +\align center +\begin_inset Float figure +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/Localization.pdf + width 80text% + BoundingBox 70bp 310bp 525bp 500bp + clip + +\end_inset + + +\end_layout + +\begin_layout Plain Layout +\begin_inset Caption Standard + +\begin_layout Plain Layout +Localization Marginals +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:CompareMarginals" + +\end_inset + +Comparing the marginals resulting from the +\begin_inset Quotes eld +\end_inset + +odometry +\begin_inset Quotes erd +\end_inset + + factor graph in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:OdometryFG" + +\end_inset + + and the +\begin_inset Quotes eld +\end_inset + +localization +\begin_inset Quotes erd +\end_inset + + factor graph in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:LocalizationFG" + +\end_inset + +. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +It helps a lot when we view this graphically, as in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:CompareMarginals" + +\end_inset + +, where I show the marginals on position as covariance ellipses that contain + 68.26% of all probability mass. + For the odometry marginals, it is immediately apparent from the figure + that (1) the uncertainty on pose keeps growing, and (2) the uncertainty + on angular odometry translates into increasing uncertainty on y. + The localization marginals, in contrast, are constrained by the unary factors + and are all much smaller. + In addition, while less apparent, the uncertainty on the middle pose is + actually smaller as it is constrained by odometry from two sides. +\end_layout + +\begin_layout Standard +You might now be wondering how we produced these figures. + The answer is via the MATLAB interface of GTSAM, which we will demonstrate + in the next section. +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\end_layout + +\begin_layout Section +\begin_inset CommandInset label +LatexCommand label +name "sec:Pose2SLAM" + +\end_inset + + +\begin_inset CommandInset label +LatexCommand label +name "sec:WithMarginals" + +\end_inset + +PoseSLAM +\end_layout + +\begin_layout Subsection +Loop Closure Constraints +\end_layout + +\begin_layout Standard +The simplest instantiation of a SLAM problem is +\series bold +PoseSLAM +\series default +, which avoids building an explicit map of the environment. + The goal of SLAM is to simultaneously localize a robot and map the environment + given incoming sensor measurements +\begin_inset CommandInset citation +LatexCommand citep +key "DurrantWhyte06ram" + +\end_inset + +. + Besides wheel odometry, one of the most popular sensors for robots moving + on a plane is a 2D laser-range finder, which provides both odometry constraints + between successive poses, and loop-closure constraints when the robot re-visits + a previously explored part of the environment. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/FactorGraph3.pdf + scale 80 + BoundingBox 40bp 585bp 330bp 710bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:Pose2SLAM" + +\end_inset + +Factor graph for PoseSLAM. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + A factor graph example for PoseSLAM is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:Pose2SLAM" + +\end_inset + +. + The following C++ code, included in GTSAM as an example, creates this factor + graph in code: +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/Pose2SLAMExample.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/Pose2SLAMExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:Pose2SLAMExample},language={C++},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + As before, lines 1-4 create a nonlinear factor graph and add the unary + factor +\begin_inset Formula $f_{0}(x_{1})$ +\end_inset + +. + As the robot travels through the world, it creates binary factors +\begin_inset Formula $f_{t}(x_{t},x_{t+1})$ +\end_inset + + corresponding to odometry, added to the graph in lines 6-12 (Note that + M_PI_2 refers to pi/2). + But line 15 models a different event: a +\series bold +loop closure +\series default +. + For example, the robot might recognize the same location using vision or + a laser range finder, and calculate the geometric pose constraint to when + it first visited this location. + This is illustrated for poses +\begin_inset Formula $x_{5}$ +\end_inset + + and +\begin_inset Formula $x_{2}$ +\end_inset + +, and generates the (red) loop closing factor +\begin_inset Formula $f_{5}(x_{5},x_{2})$ +\end_inset + +. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status collapsed + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename figures/PoseSLAM/example.pdf + width 80text% + BoundingBox 30bp 170bp 610bp 630bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:example" + +\end_inset + +The result of running optimize on the factor graph in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:Pose2SLAM" + +\end_inset + +. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +We can optimize this factor graph as before, by creating an initial estimate + of type +\series bold +\emph on +Values +\series default +\emph default +, and creating and running an optimizer. + The result is shown graphically in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:example" + +\end_inset + +, along with covariance ellipses shown in green. + These covariance ellipses in 2D indicate the marginal over position, over + all possible orientations, and show the area which contain 68.26% of the + probability mass (in 1D this would correspond to one standard deviation). + The graph shows in a clear manner that the uncertainty on pose +\begin_inset Formula $x_{5}$ +\end_inset + + is now much less than if there would be only odometry measurements. + The pose with the highest uncertainty, +\begin_inset Formula $x_{4}$ +\end_inset + +, is the one furthest away from the unary constraint +\begin_inset Formula $f_{0}(x_{1})$ +\end_inset + +, which is the only factor tying the graph to a global coordinate frame. +\end_layout + +\begin_layout Standard +The figure above was created using an interface that allows you to use GTSAM + from within MATLAB, which provides for visualization and rapid development. + We discuss this next. +\end_layout + +\begin_layout Subsection +Using the MATLAB Interface +\end_layout + +\begin_layout Standard +A large subset of the GTSAM functionality can be accessed through wrapped + classes from within MATLAB +\begin_inset Foot +status open + +\begin_layout Plain Layout +GTSAM also allows you to wrap your own custom-made classes, although this + is outside the scope of this manual +\end_layout + +\end_inset + +. + The following code excerpt is the MATLAB equivalent of the C++ code in + Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:Pose2SLAMExample" + +\end_inset + +:` +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/Pose2SLAMExample.m" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/matlab/Pose2SLAMExample.m},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:Pose2SLAMExample-MATLAB},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + Note that the code is almost identical, although there are a few syntax + and naming differences: +\end_layout + +\begin_layout Itemize +Objects are created by calling a constructor instead of allocating them + on the heap. +\end_layout + +\begin_layout Itemize +Namespaces are done using dot notation, i.e., +\series bold +\emph on +noiseModel::Diagonal::SigmasClasses +\series default +\emph default + becomes +\series bold +\emph on +noiseModel.Diagonal.Sigmas +\series default +\emph default +. +\end_layout + +\begin_layout Itemize + +\series bold +\emph on +Vector +\series default +\emph default + and +\series bold +\emph on +Matrix +\series default +\emph default + classes in C++ are just vectors/matrices in MATLAB. +\end_layout + +\begin_layout Itemize +As templated classes do not exist in MATLAB, these have been hardcoded in + the GTSAM interface, e.g., +\series bold +\emph on +PriorFactorPose2 +\series default +\emph default + corresponds to the C++ class +\series bold +\emph on +PriorFactor +\series default +\emph default +, etc. +\end_layout + +\begin_layout Standard +After executing the code, you can call +\emph on +whos +\emph default +on the MATLAB command prompt to see the objects created. + Note that the indicated +\emph on +Class +\emph default + corresponds to the wrapped C++ classes: +\size small + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/whos.txt" + +\end_inset + + +\size default + +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In addition, any GTSAM object can be examined in detail, yielding identical + output to C++: +\size small + +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/print.txt" + +\end_inset + + +\size default + +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + And it does not stop there: we can also call some of the functions defined + for factor graphs. + E.g., +\end_layout + +\begin_layout Standard + +\size small +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/calls.txt" + +\end_inset + + +\size default + +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + computes the sum-squared error +\begin_inset Formula $\frac{1}{2}\sum_{i}\SqrMah{h_{i}(X_{i})}{z_{i}}{\Sigma}$ +\end_inset + + before and after optimization. +\end_layout + +\begin_layout Subsection +Reading and Optimizing Pose Graphs +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/w100-result.pdf + width 80text% + BoundingBox 30bp 170bp 610bp 630bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:w100" + +\end_inset + +MATLAB plot of small Manhattan world example with 100 poses (due to Ed Olson). + The initial estimate is shown in green. + The optimized trajectory, with covariance ellipses, in blue. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +The ability to work in MATLAB adds a much quicker development cycle, and + effortless graphical output. + The optimized trajectory in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:w100" + +\end_inset + + was produced by the code below, in which +\emph on +load2D +\emph default + reads TORO files. + To see how plotting is done, refer to the full source code. +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/Pose2SLAMExample-graph.m" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/matlab/Pose2SLAMExample-graph.m},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:Pose2SLAMExample-graph},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Subsection +PoseSLAM in 3D +\end_layout + +\begin_layout Standard +PoseSLAM can easily be extended to 3D poses, but some care is needed to + update 3D rotations. + GTSAM supports both +\series bold +quaternions +\series default + and +\begin_inset Formula $3\times3$ +\end_inset + + +\series bold +rotation matrices +\series default +to represent 3D rotations. + The selection is made via the compile flag GTSAM_USE_QUATERNIONS. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/sphere2500-result.pdf + width 70text% + BoundingBox 60bp 150bp 610bp 610bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:w100-1" + +\end_inset + +3D plot of sphere example (due to Michael Kaess). + The very wrong initial estimate, derived from odometry, is shown in green. + The optimized trajectory is shown red. + Code below: +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/Pose3SLAMExample-graph.m" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/matlab/Pose3SLAMExample-graph.m},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:Pose3SLAMExample-graph-1},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Section +\begin_inset CommandInset label +LatexCommand label +name "sec:Landmark-based-SLAM" + +\end_inset + +Landmark-based SLAM +\end_layout + +\begin_layout Subsection +Basics +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/FactorGraph4.pdf + scale 80 + BoundingBox 50bp 590bp 290bp 710bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:SLAM" + +\end_inset + +Factor graph for landmark-based SLAM +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In +\series bold +landmark-based SLAM +\series default +, we explicitly build a map with the location of observed landmarks, which + introduces a second type of variable in the factor graph besides robot + poses. + An example factor graph for a landmark-based SLAM example is shown in Figure + +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:SLAM" + +\end_inset + +, which shows the typical connectivity: poses are connected in an odometry + Markov chain, and landmarks are observed from multiple poses, inducing + binary factors. + In addition, the pose +\begin_inset Formula $x_{1}$ +\end_inset + + has the usual prior on it. +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status collapsed + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename figures/PlanarSLAM/example.pdf + scale 47 + BoundingBox 90bp 220bp 520bp 555bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:PlanarSLAMExample" + +\end_inset + +The optimized result along with covariance ellipses for both poses (in green) + and landmarks (in blue). + Also shown are the trajectory (red) and landmark sightings (cyan). +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +The factor graph from Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:SLAM" + +\end_inset + + can be created using the MATLAB code in Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:PlanarSLAMExample" + +\end_inset + +. + As before, on line 2 we create the factor graph, and Lines 8-18 create + the prior/odometry chain we are now familiar with. + However, the code on lines 20-26 is new: it creates three +\series bold +measurement factors +\series default +, in this case +\begin_inset Quotes eld +\end_inset + +bearing/range +\begin_inset Quotes erd +\end_inset + + measurements from the pose to the landmark. +\end_layout + +\begin_layout Standard +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/PlanarSLAMExample.m" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/matlab/PlanarSLAMExample.m},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:PlanarSLAMExample},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Subsection +Of Keys and Symbols +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + The only unexplained code is on lines 4-6: here we create integer keys + for the poses and landmarks using the +\series bold +\emph on +symbol +\series default +\emph default + function. + In GTSAM, we address all variables using the +\series bold +\emph on +Ke +\emph default +y +\series default + type, which is just a typedef to +\series bold +\emph on +size_t +\series default +\emph default + +\begin_inset Foot +status open + +\begin_layout Plain Layout +a 32 or 64 bit integer, depending on your platform +\end_layout + +\end_inset + +. + The keys do not have to be numbered continuously, but they do have to be + unique within a given factor graph. + For factor graphs with different types of variables, we provide the +\series bold +\emph on +symbol +\series default +\emph default + function in MATLAB, and the +\series bold +\emph on +Symbol +\series default +\emph default + type in C++, to help you create (large) integer keys that are far apart + in the space of possible keys, so you don't have to think about starting + the point numbering at some arbitrary offset. + To create a a +\emph on +symbol key +\emph default + you simply provide a character and an integer index. + You can use base 0 or 1, or use arbitrary indices: it does not matter. + In the code above, we we use 'x' for poses, and 'l' for landmarks. +\begin_inset Note Note +status collapsed + +\begin_layout Plain Layout +, and use the resulting keys +\series bold +\emph on +i1 +\series default +\emph default +, +\series bold +\emph on +i2 +\series default +\emph default +, +\series bold +\emph on +i3 +\series default +\emph default +, +\series bold +\emph on +j1 +\series default +\emph default +, and +\series bold +\emph on +j2 +\series default +\emph default + to create the factors in the correct way. +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +The optimized result for the factor graph created by Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:PlanarSLAMExample" + +\end_inset + + is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:PlanarSLAMExample" + +\end_inset + +, and it is readily apparent that the landmark +\begin_inset Formula $l_{1}$ +\end_inset + + with two measurements is better localized. + In MATLAB we can also examine the actual numerical values, and doing so + reveals some more GTSAM magic: +\end_layout + +\begin_layout Standard + +\size small +\begin_inset CommandInset include +LatexCommand verbatiminput +filename "Code/PlanarSLAMExample.txt" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + Indeed, the keys generated by symbol are automatically detected by the + +\series bold +\emph on +print +\series default +\emph default + method in the +\series bold +\emph on +Values +\series default +\emph default + class, and rendered in human-readable form +\begin_inset Quotes eld +\end_inset + +x1 +\begin_inset Quotes erd +\end_inset + +, +\begin_inset Quotes eld +\end_inset + +l2 +\begin_inset Quotes erd +\end_inset + +, etc, rather than as large, unwieldy integers. + This magic extends to most factors and other classes where the +\series bold +Key +\series default + type is used. +\end_layout + +\begin_layout Subsection +A Larger Example +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/littleRobot.pdf + width 90text% + BoundingBox 0bp 200bp 612bp 600bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:littleRobot" + +\end_inset + +A larger example with about 100 poses and 30 or so landmarks, as produced + by gtsam_examples/PlanarSLAMExample_graph.m +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +GTSAM comes with a slightly larger example that is read from a .graph file + by PlanarSLAMExample_graph.m, shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:littleRobot" + +\end_inset + +. + To not clutter the figure only the marginals are shown, not the lines of + sight. + This example, with 119 (multivariate) variables and 517 factors optimizes + in less than 10 ms. +\end_layout + +\begin_layout Subsection +A Real-World Example +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status collapsed + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename figures/PlanarSLAM/Victoria.pdf + width 90text% + BoundingBox 0bp 0bp 420bp 180bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:Victoria-1" + +\end_inset + +Small section of optimized trajectory and landmarks (trees detected in a + laser range finder scan) from data recorded in Sydney's Victoria Park (dataset + due to Jose Guivant, U. + Sydney). +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +A real-world example is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:Victoria-1" + +\end_inset + +, using data from a well known dataset collected in Sydney's Victoria Park, + using a truck equipped with a laser range-finder. + The covariance matrices in this figure were computed very efficiently, + as explained in detail in +\begin_inset CommandInset citation +LatexCommand citep +key "Kaess09ras" + +\end_inset + +. + The exact covariances (blue, smaller ellipses) obtained by our fast algorithm + coincide with the exact covariances based on full inversion (orange, mostly + hidden by blue). + The much larger conservative covariance estimates (green, large ellipses) + were based on our earlier work in +\begin_inset CommandInset citation +LatexCommand citep +key "Kaess08tro" + +\end_inset + +. +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\end_layout + +\begin_layout Section +Structure from Motion +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/cube.pdf + width 80text% + BoundingBox 60bp 90bp 612bp 380bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:SFMExample" + +\end_inset + +An optimized +\begin_inset Quotes eld +\end_inset + +Structure from Motion +\begin_inset Quotes erd +\end_inset + + with 10 cameras arranged in a circle, observing the 8 vertices of a +\begin_inset Formula $20\times20\times20$ +\end_inset + + cube centered around the origin. + The camera is rendered with color-coded axes, (RGB for XYZ) and the viewing + direction is is along the positive Z-axis. + Also shown are the 3D error covariance ellipses for both cameras and points. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + +\series bold + Structure from Motion +\series default + (SFM) is a technique to recover a 3D reconstruction of the environment + from corresponding visual features in a collection of +\emph on +unordered +\emph default + images, see Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:SFMExample" + +\end_inset + +. + In GTSAM this is done using exactly the same factor graph framework, simply + using SFM-specific measurement factors. + In particular, there is a +\series bold +projection factor +\series default + that calculates the reprojection error +\begin_inset Formula $f(x_{i},p_{j};z_{ij},K)$ +\end_inset + + for a given camera pose +\begin_inset Formula $x_{i}$ +\end_inset + + (a +\series bold +\emph on +Pose3 +\series default +\emph default +) and point +\begin_inset Formula $p_{j}$ +\end_inset + + (a +\series bold +\emph on +Point3 +\series default +\emph default +). + The factor is parameterized by the 2D measurement +\begin_inset Formula $z_{ij}$ +\end_inset + + (a +\series bold +\emph on +Point2 +\series default +\emph default +), and known calibration parameters +\begin_inset Formula $K$ +\end_inset + + (of type +\series bold +\emph on +Cal3_S2 +\series default +\emph default +). + The following listing shows how to create the factor graph: +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/SFMExample.m" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/matlab/SFMExample.m},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:SFMExample},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +\begin_inset ERT +status open + +\begin_layout Plain Layout + + +\backslash +noindent +\end_layout + +\end_inset + + In Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:SFMExample" + +\end_inset + +, assuming that the factor graph was already created, we add measurement + factors in the double loop. + We loop over images with index +\begin_inset Formula $i$ +\end_inset + +, and in this example the data is given as two cell arrays: Z{i} specifies + a set of measurements +\begin_inset Formula $z_{k}$ +\end_inset + + in image +\begin_inset Formula $i$ +\end_inset + +, and +\begin_inset Formula $J\{i\}$ +\end_inset + + specifies the corresponding point index. + The specific factor type we use is a +\series bold +\emph on +GenericProjectionFactorCal3_S2 +\series default +\emph default +, which is the MATLAB equivalent of the C++ class +\series bold +\emph on +GenericProjectionFactor +\series default +\emph default +, where +\series bold +\emph on +Cal3_S2 +\series default +\emph default + is the camera calibration type we choose to use (the standard, no-radial + distortion, 5 parameter calibration matrix). + As before landmark-based SLAM (Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sec:Landmark-based-SLAM" + +\end_inset + +), here we use symbol keys except we now use the character 'p' to denote + points, rather than 'l' for landmark. +\end_layout + +\begin_layout Standard +Important note: a very tricky and difficult part of making SFM work is (a) + data association, and (b) initialization. + GTSAM does neither of these things for you: it simply provides the +\begin_inset Quotes eld +\end_inset + +bundle adjustment +\begin_inset Quotes erd +\end_inset + + optimization. + In the example, we simply assume the data association is known (it is encoded + in the J sets), and we initialize with the ground truth, as the intent + of the example is simply to show you how to set up the optimization problem. +\end_layout + +\begin_layout Section +iSAM: Incremental Smoothing and Mapping +\end_layout + +\begin_layout Standard +GTSAM provides an incremental inference algorithm based on a more advanced + graphical model, the Bayes tree, which is kept up to date by the +\series bold +iSAM +\series default + algorithm (incremental Smoothing and Mapping, see +\begin_inset CommandInset citation +LatexCommand citet +key "Kaess08tro,Kaess12ijrr" + +\end_inset + + for an in-depth treatment). + For mobile robots operating in real-time it is important to have access + to an updated map as soon as new sensor measurements come in. + iSAM keeps the map up-to-date in an efficient manner. + +\end_layout + +\begin_layout Standard +Listing +\begin_inset CommandInset ref +LatexCommand ref +reference "listing:iSAMExample" + +\end_inset + + shows how to use iSAM in a simple visual SLAM example. + In line 1-2 we create a +\series bold +\emph on +NonlinearISAM +\series default +\emph default + object which will relinearize and reorder the variables every 3 steps. + The corect value for this parameter depends on how non-linear your problem + is and how close you want to be to gold-standard solution at every step. + In iSAM 2.0, this parameter is not needed, as iSAM2 automatically determines + when linearization is needed and for which variables. +\end_layout + +\begin_layout Standard +The example involves eight 3D points that are seen from eight successive + camera poses. + Hence in the first step -which is omitted here- all eight landmarks and + the first pose are properly initialized. + In the code this is done by perturbing the known ground truth, but in a + real application great care is needed to properly initialize poses and + landmarks, especially in a monocular sequence. +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\begin_inset CommandInset include +LatexCommand lstinputlisting +filename "Code/VisualISAMExample.cpp" +lstparams "aboveskip=10pt,basicstyle={\\ttfamily\\small},caption={Excerpt from examples/VisualISAMExample.cpp},captionpos=b,frame=single,identifierstyle={\\bfseries},label={listing:iSAMExample},language={Matlab},numbers=left" + +\end_inset + + +\end_layout + +\begin_layout Standard +The remainder of the code illustrates a typical iSAM loop: +\end_layout + +\begin_layout Enumerate +Create factors for new measurements. + Here, in lines 9-18, a small +\series bold +\emph on +NonlinearFactorGraph +\series default +\emph default + is created to hold the new factors of type +\series bold +\emph on +GenericProjectionFactor +\series default +\emph default +. +\end_layout + +\begin_layout Enumerate +Create an initial estimate for all newly introduced variables. + In this small example, all landmarks have been observed in frame 1 and + hence the only new variable that needs to be initialized at each time step + is the new pose. + This is done in lines 20-22. + Note we assume a good initial estimate is available as +\emph on +initial_x[i] +\emph default +. +\end_layout + +\begin_layout Enumerate +Finally, we call +\emph on +isam.update() +\emph default +, which takes the factors and initial estimates, and incrementally updates + the solution, which is available through the method +\emph on +isam.estimate() +\emph default +, if desired. +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\end_layout + +\begin_layout Section +More Applications +\end_layout + +\begin_layout Standard +While a detailed discussion of all the things you can do with GTSAM will + take us too far, below is a small survey of what you can expect to do, + and which we did using GTSAM. +\end_layout + +\begin_layout Standard +\begin_inset Note Note +status open + +\begin_layout Plain Layout +\begin_inset Float figure +wide false +sideways false +status collapsed + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename figures/SAM/FactorGraph.pdf + scale 80 + BoundingBox 40bp 600bp 300bp 792bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:Filtering" + +\end_inset + +Factor graph explanation of Filtering. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Plain Layout +The factor graph for landmark-based SLAM is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:Filtering" + +\end_inset + +. +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Subsection +Conjugate Gradient Optimization +\end_layout + +\begin_layout Standard +\begin_inset Float figure +placement h +wide false +sideways false +status open + +\begin_layout Plain Layout +\align center +\begin_inset Graphics + filename images/Beijing.pdf + width 70text% + BoundingBox 100bp 240bp 500bp 550bp + clip + +\end_inset + + +\begin_inset Caption Standard + +\begin_layout Plain Layout +\begin_inset CommandInset label +LatexCommand label +name "fig:Beijing" + +\end_inset + + A map of Beijing, with a spanning tree shown in black, and the remaining + +\emph on +loop-closing +\emph default + constraints shown in red. + A spanning tree can be used as a +\emph on +preconditioner +\emph default + by GTSAM. +\end_layout + +\end_inset + + +\end_layout + +\end_inset + + +\end_layout + +\begin_layout Standard +GTSAM also includes efficient preconditioned conjugate gradients (PCG) methods + for solving large-scale SLAM problems. + While direct methods, popular in the literature, exhibit quadratic convergence + and can be quite efficient for sparse problems, they typically require + a lot of storage and efficient elimination orderings to be found. + In contrast, iterative optimization methods only require access to the + gradient and have a small memory footprint, but can suffer from poor convergenc +e. + Our method, +\emph on +subgraph preconditioning +\emph default +, explained in detail in +\begin_inset CommandInset citation +LatexCommand citet +key "Dellaert10iros,Jian11iccv" + +\end_inset + +, combines the advantages of direct and iterative methods, by identifying + a sub-problem that can be easily solved using direct methods, and solving + for the remaining part using PCG. + The easy sub-problems correspond to a spanning tree, a planar subgraph, + or any other substructure that can be efficiently solved. + An example of such a subgraph is shown in Figure +\begin_inset CommandInset ref +LatexCommand ref +reference "fig:Beijing" + +\end_inset + +. +\end_layout + +\begin_layout Subsection +Visual Odometry +\end_layout + +\begin_layout Standard +A gentle introduction to vision-based sensing is +\series bold +Visual Odometry +\series default + (abbreviated VO, see e.g. + +\begin_inset CommandInset citation +LatexCommand citet +key "Nister04cvpr2" + +\end_inset + +), which provides pose constraints between successive robot poses by tracking + or associating visual features in successive images taken by a camera mounted + rigidly on the robot. + GTSAM includes both C++ and MATLAB example code, as well as VO-specific + factors to help you on the way. +\end_layout + +\begin_layout Subsection +Visual SLAM +\end_layout + +\begin_layout Standard + +\series bold +Visual SLAM +\series default + (see e.g., +\begin_inset CommandInset citation +LatexCommand citet +key "Davison03iccv" + +\end_inset + +) is a SLAM variant where 3D points are observed by a camera as the camera + moves through space, either mounted on a robot or moved around by hand. + GTSAM, and particularly iSAM (see below), can easily be adapted to be used + as the back-end optimizer in such a scenario. +\end_layout + +\begin_layout Subsection +Fixed-lag Smoothing and Filtering +\end_layout + +\begin_layout Standard +GTSAM can easily perform recursive estimation, where only a subset of the + poses are kept in the factor graph, while the remaining poses are marginalized + out. + In all examples above we explicitly optimize for all variables using all + available measurements, which is called +\series bold +Smoothing +\series default + because the trajectory is +\begin_inset Quotes eld +\end_inset + +smoothed +\begin_inset Quotes erd +\end_inset + + out, and this is where GTSAM got its name (GT +\emph on +Smoothing +\emph default + and Mapping). + When instead only the last few poses are kept in the graph, one speaks + of +\series bold +Fixed-lag Smoothing +\series default +. + Finally, when only the single most recent poses is kept, one speaks of + +\series bold +Filtering +\series default +, and indeed the original formulation of SLAM was filter-based +\begin_inset CommandInset citation +LatexCommand citep +key "Smith87b" + +\end_inset + +. +\end_layout + +\begin_layout Subsection +Discrete Variables and HMMs +\end_layout + +\begin_layout Standard +Finally, factor graphs are not limited to continuous variables: GTSAM can + also be used to model and solve discrete optimization problems. + For example, a Hidden Markov Model (HMM) has the same graphical model structure + as the Robot Localization problem from Section +\begin_inset CommandInset ref +LatexCommand ref +reference "sec:Robot-Localization" + +\end_inset + +, except that in an HMM the variables are discrete. + GTSAM can optimize and perform inference for discrete models. +\end_layout + +\begin_layout Section* +Acknowledgements +\end_layout + +\begin_layout Standard +GTSAM was made possible by the efforts of many collaborators at Georgia + Tech and elsewhere, including but not limited to Doru Balcan, Chris Beall, + Alex Cunningham, Alireza Fathi, Eohan George, Viorela Ila, Yong-Dian Jian, + Michael Kaess, Kai Ni, Carlos Nieto, Duy-Nguyen Ta, Manohar Paluri, Christian + Potthast, Richard Roberts, Grant Schindler, and Stephen Williams. + In addition, Paritosh Mohan helped me with the manual. + Many thanks all for your hard work! +\end_layout + +\begin_layout Standard +\begin_inset Newpage pagebreak +\end_inset + + +\begin_inset CommandInset bibtex +LatexCommand bibtex +bibfiles "../refs" +options "apalike" + +\end_inset + + +\end_layout + +\end_body +\end_document diff --git a/doc/images/Beijing.pdf b/doc/images/Beijing.pdf new file mode 100644 index 0000000000000000000000000000000000000000..57f11822fc4e6267c48a898f7d7541a2ff332bfb GIT binary patch literal 319555 zcmXt9WmH>D*KMIlOR=KGi)$(FZUqVy30m95 z!o}(DvXQl{?X|FG0=LGz##U5t0xUcS!{k`;Bk=r1&V3#LPs)#_i_eEA9X?N29gj(m zb3QPi=PRKnC+)3@CaJpvDM77@t%~QTiUlN}VTC7H$J4maBdO2h%5$pEqt7$Q=TY~0 zYW8W^=V@*i{J^2vruESUJbC|k@x1g&?$g#22_jv~!^}AL*OY6p)A7m-Q;hQ=41S76 zWVS-73A_5_#7xe+0o(o=#EZyP_(&A^;~E@u5g?wC5i^+`^-I>!eD;vtiWcqv51sSnUIw& zelDe@d<3-9?5I`U-gKNeUrM17rGYf<@E*a5wQa@CTJ@JB^No zeYvrN$yS2puojGbVdA`OMM!|UiC&ItQhAJZ$J8u_f9T`l$d`x!wa&CERA|j7I95}{hpB0ZZ{nJ~ zY=@lMo#Ly5m)#(e@BvccBox!{Pe6#N4JZG%84`UjD;WEtXLW+FF=%&J;kX=ZKB^m| zDdL|R5sCK^wyeqEV*c^*P;Eg|XfU4QUc=Ydo5pA9hl&Vk(y^2EvbNa4Vs(vW{$uTG zqWA3M5qK%J>#lM6fn!H2Bhtw)OlSzmwAq2(ec6AgtoMkMyU01J`W~kG-nwJwN0_fI z@U;dms=+l?ZK&Q6IJ8v)DAL;AYfE(wO)kNIo?bILGG3bUY&wZTk#4VnlIO6T-iFN!@%rPzlV z{~MbuiNgsd930E3l}oIIC*O}DPE!Y->OhV%PnoGRobM5}tF2l<{W+meW(*&uNpAu6 zjS##o{yFNfIyVbHEweRNziub~oHPvh!YJEfH?jcV`R8nCAV%&OJKt^BnxEE`Fd64m zP^Rzqp4Plu!2G=aviQ<97;;w6wH-gyJYKN)IFdB`M8c)J7KX&C>t;$u`d+&iY)qgj zt4w7vpKC3L$vwGp|9C>^a%E3kJUmit(F?e2P*ti52bCJP3{!Icx5BSwW!VV?w9Zp6w%0IPpY>8>X=rf7! z9Lg}sW6K0*vL;W0Sg*$zI9gjSNd@ho0Z{oT5d1w00WD%f4fBd-k&)08JHV7j*J-r)W{(xDI z#_O+Uoo{;VU9WZLL2Ed-dHZuf210dLZKFP3o0LdczLn+!6r$3KcMWPViMd!%NV*LJ zKTBjWUB-2bi4Q{>pd-)^a@AR@bH5Om510dEMP`{kLDi>ywfRsEH8ry;#WToY2)W7I z?#k^BU}M}L{kTB=9Gk(!-;z=2Xy&`0J{Ya&G2FEUTP)*9TiF)5+I zMvHC6P2P82AqYwa=_*}>Qf2<=Xi6#%uM^{f5%7+V>N9HXOA3hv%`gmaeRUtZoAVA= zfhF;n(zOo0kx`d$TE7JYV5p?{-|7Z);%kkd$kQWtvvPh16>qnNhY&2JTF!kXbR zsT_9OK-R3u)a<0>|Lu6sxFZ_FfNYQHnA#ppQUv&^?JP!i4ZVho+^bSv0VSujF&K>< zgjcKhAuSD+n_1O^S1_ExZI4zlDR!Ia)7{ie`)EIFF7J0~5&+m0=fwpi6f0g?EF2qO zVE*R{j(KAFytE|$bx50=`^oE>2_3#$^mp(|hzjYr> zV_Y=O971~Ir1LT}ok!kAFo@Xm& z&g{A#m`5+O!%^z6Uzd~UmTT?pyca^GJ4DhECeCu}Y=)l|Iatj5FmA9(-&9Z+CMaY^ zW|wbfrCrso7$)x*5sR@h9UIaxeH3DI!r%Oc^=Iy+Cc=9Rau1>E*AICf;B!>SS!C%% z-ui;-!2A7tX3qkbeEVk6B9A>Jv*Zt!f-&B~Ou^dkQvv}`Rix=wIU*y`2_r?*0(|H1 zBhW>s`9E0Id|%YXX@M zWP!h*OWPvv8eYJ&PqYS@cvz{j_HV1ph$%NnxfV7lI5K|x z?VC!E2>=%hDkfNN43>hRc}L9(*#8}mo3a>r;#T}Bu4908*pYrlsW4^#uFA^xcjr|a zGwVf{T37Ip{9)c3LBZfEi>}AWT{fnGJ>flvE4;fELNA=Sc9AJHLpjsDWp1T}q}pk{ zt_`&?s5HYMM7#w4fkTHS`|hpg<15rW4&6KuX9+EHJG0}+=R%V&Ueub*bH#$)LNa3N zVk#GsUc|e=KedIE(T0_#QKqnFs=413UdR)RAJ7R!Cbyde>B8k3(gR~_y(4zuno;wi zbyK)OOrzem+e!{F-rumd!(kq$G7T53MepBgx(O{nyyxpgAd@DaJ&8N5UO9a^UL~33 zS^D1IWg227ZvN~3sB znn+4|WedqR&AZB?j)hi$$QtVin28C5%#1#oiV#I4_e@`0m zfz9R2C?o;;B$lb-D{2k3QEeNEm2R{*g12FL|1gy>K7H>Iupn zWi~*nNlz}-yJqbmxiX{X~EuG^;A7qx#3RwC$F7v>K3{19Cj=qO+^>y zJfpWbI!<+#b1y?>Bu-H3ZBYNP`%3Yoc-k&+WhiG(#`i2bO}vPy$wW)9LL@Wkk)I;ql+9to)7sWC=}7XpV8Z8c1<{v>Ua6YKMml+%!C&4cXN{^# z94XWdfD$8onc1`f3$Uq2F(E8{$#Gwc4|yP*#G5=LB*Ioubwm9@E9w7k7uQ9MrhD)2 zrm9){C~kb?dN+?r5>??|u#_qm17b{=7pr zFqd>s-QP>DC@Ij*R|B{$z0%yL1w<$}wjdkv1Owwkq(Ht%`e zzrC0bknJy;g08QvEZal)!H{nNnojLZT5SPds02vCcqb>$@%R z1b+JJ4wSo;)SQN5wN6p&*Ph#(b06Zs&DaQJst6V3mrJHCkZ0}pcO)Iu64z)^Z49s# z18r8wa{KRRd5Er=Fea0l4Ztq=t^r(34%!~}liiujl{@hLh6LwLQSiuafk;Pp09!Am zce{82A${dchOeBSu@E_aO7wJ%{cR+TB~;R^^_~Abi!8 z?)c=nz|aP|bX8_UpIF#4g*VERQruenbr6Bdo44%!ebw3L!rPKb7#K#2Z{4+_LBq~q z5Q&k~A_f`Q{psx?KDJvL6U9Q4w+k0m&ZVgkFi=A0AMv_|jD9?i3-5TL)`Pcb3cO^= zr99_NIDW%3!?LTB6g9fR#EHUS`iaMgfJOqi=F!NGK-!~eD-qOk2cUIm6Dcddw;XQF zSm7NVcZzOlE1PtFmV{^G=;Za(x}jS19~CHOkfJ}hjv?h~;Z^D|u79UrDa111#gH6W z!K=f<{nIyEWo+hp(W^h?tvi+Ty01y3tT;D6L)k5K)lB zMA|7g;MHK-E6*8tejeo=Po>jNBE*XK@v-P`=1gu|V~A-iCp*w@fVI;?d%Dc}ERtC) z{d(uPVvX)34*pbq0^K#I{=*9ZzHC_G&!l zqaeJM`EZvvV2kzArwE{F15RR@O@|UlAa~w6@ypeSVM~(s^kchjLCaN%pnk%o`cOq~ z_Gu}j2nN`kMpJW|!|;`{NXm=-4S$-IAs`C{*_-vUSj?8Y?EgLeE1PB);7h20Z<-#< z_FF^Tt*O$%o9dHGiErnIa+D8_1x}!5A^+LIN0!02Xg=TMh43l86WJu}T`{HRE}6R# z>E1Xi4!M?KbtoOpP32yB`?Tn^j*5=B!xEO>vEo1~G>ABJ$MNo^n_)&P)-!>K%@U*k0*7zx2OLD1%LicLqQAfXAJ6P#BI0_%Cl4B)F|+Hz_bh=;(6tvzvpHhuUDb{**5Ph<1PH6dU!@oDg^wdr~ceCT5za zmN@kxZev4{8K4zEBhUOC;8g#(;l*ohK)Uqoq^r(tVERxj<4NXPaB!!5g_UQ7wS2^F zq3qnqGuHm>)z5YaB8K08y-;i+v6V=>7a#>NMzWf7qxxTD&U_j+X+C}U>r`C;1XK89 z#^!RIx_xd!g1V4C#9355T4Lnz4x0X(vnXbi&hqb2<{xV5K);Z#&<-ZiLN0}EtYnZe zk!83rtWZkLT8$krA|Ov{9K3p)ro6D7tXo=FX5`^!mE2vTG#SJ2LGL+Oe6Ml(-hL|2)%qVK$AojkGZU?OB^aamIrMB;Ku zpoF2Qr>$#oES``cTdM7GRmy1L8bYIg^9s=Nh2dxOtEm4t7C@~cKpg_9^Y~f)KhHBn zv@X3FgeiKF>mlB}$>*prr`&sW+aQd#U+Sx)0v*HzzpCKAu9}7CN#IGAaniUj63i)I zk+ZK=$#_g+sd^i{N)pEw`RMib#kb+6Nk=7lmgt=!VxfiB25hPqy|z^0IKu(06d`8t zg%b4LF+5%o$BgLxp(Xb?FRZw{P80!0Dj;XH&${)$*W-bFyl5}ULio^Zw#>mx!eCl+ zSs!g(YQxk^4IWLfS;Kw)B_N$vqEDDZSn94wA*OhaD!US6vtTVA^w*7+y}PwA+RY@6 zre9p#6EvRTdu!#iQ{a@sXFX>Pmd$WVWWCuuDrZL8m(WuLgtrvaoKQLRw~%^UP9A?g z9z+-7H2>#8wfA&*(g1c^#*!GP+tbI z?`U(QHgf!*!8%n5%HYNP7*QM*v5*^YAZN%de59*@LevufX5l&`?u6F~aw8q#S+c&Q@X~>N^@my!0;-o-yS=MX2O=ZZVB>iUHoyDN9 zmr^mi{%U<~JBN^sRjk{^ivK&YFh{lGOfDqQU~vm`<1@y_=W+aoe{3nv^F@SV0CkIS z{F(gB8@gRug!Pl=Z#Xe@JY%bNc09WHv)FB#eR`ayA=ENv{^}}Xx^(NwNE_ud-9Qq! zr5E-WGv#7+udflPQn#MdSQz0l#5-ia@4&*r zM2wiG)JzK~JHkBHKNtpS6`gtG^B(?km!O%ku5# zQUVQ!kC0Ul*`C_c3dkm6@jzOFmO$k6=dk^d+Kyh29@4i0v@2Eed_SRxi>@^J8Q^Qc=A7X^LGQNiLsvU z9{kCQ!=Z1N=t4(-SwNQIlZ~UnGlrTipmkJDwqnD*DrJu$c?CnWZs;wqjg@Epb+yd> zGNfp9#DVSxe>FjCS&L6Zhgv4kbwOW)R~a*k@axh;J(j2>;CMZ@TeWOLS})?(ztt%Nby;;R zHtcuK@Op;nwkP2UzvR6Z5|L%%gD&sE`{oPfQmX$wZYq~W6)Jny^K{z#e45%DGNKTC zyT^aK_ev;(Mu>R5sQbau6O6j!6p$sa{(Hq!ig^r0{K-yI{tpE&Hs*YENM}$;r?=!A zPKh_IARKh@H$lW&W1yEzD3}87?cZ~QFkIDXpYAjD+C+-)YZ&ZD9EX|B${rV3PFra+ zZO(jRoDn_J{%hW0u;fCv;Y#ahjKf{F@;XDNVhlt{5lMD3hRKZc203>}{V}&bU0j^5_sA zIN9NS6Z?%mi8IG4^E?I<-&v>n=u{s%=WG=-7=6+FIN*Cv^EdOK%G-Po1k~|)#80{{ z{kM}64f<4s1y>XPD3`15`&|<5wpApH`A9cn=++bduo5J$y{=LB39lSL$7sqj=#>j| z({ ztJLP_87wz(RIlGLcmyW4iZZ7F)fWCDoY(J&|GxL_(OqY??tC`=3z?<}wr`zo^}0}7 z4#wK5_+^=*%7K0vg|CT;&66kDOZS@_jiqbn4^Yx)wD+61L1#S5v3Ujz&qFYz%w+?u zH;LEi{49Mx18>mZ9g({3#VQ;A!(JTf`IE>xArGB*UYxfSVUOVTy(>}c@PUe ztIL*al!6n)v>IoUaV-6nsdgxGB{((?qSblUf@V2w;O=}0MKkRlEP3v$2tP@zbZOhM zSxu13adOS`*7^~|XYyHUN0)I;ZWGtKeZ8_!3>FxsW>E>pK%T|q!X;eiQ%g=vCV1#) z_c%-$$cVu8DK(m@tGif8U8K>sNp46>7I4Yw`JHMNqha<1s{i`O4#SekK64d;z$K;l z3C*#BInO~qDq!ji~I1O;>!9}XR zE)!TGyX|8!Nf1M>+%D^Y4ziD0?;@QkUTgs0k>q8+wRrFnvX2Psf0cs1OXm@(L?Q=L zhxiDQtmt$`=YPL!J(zvmc120kWXK9tX+_Hk|{2@Nj z{v?Cd+_qB2vQlqwVi zSnOtADd=}m)1g?-4O@I<_o;Qlmouatz7I*8G2uKP%x3d%kCX`x0Y2VNUyDvJK=oyMCHja$5fU2qJF;8ABZ6>mKCz zt-V*bqxtq=mup{ZI>W-4;KCg~3JsNFic?T(D8^z15)19eSZg5# zJKfa$Q z*gx2ZRhU~6LVcSDi2-2swLe{zy;`a-dINBK;o1M#u~PQ}Y@dw@N*Y>q1DxEI6abu( z7gK(A?~Ruvnk-b`oR88ft-z|L)+(-kbgEthf+qbJWV8y-kL*7rx>Wen`535ip7?d! zEJ8@tOJpqXtq#5Qho#DtF2*M>t$__{MPE~80E22>p$;o>9}vh=roEB+-}cyc&m*4* z*)U=H^ps6*{Tj4HyX(pDS|1a%qseNlQdpd)vEIb;7$k!B{X=RL4w0MrRVfl9`_Ybwyy)N?FdmC>!K##Gxq{mutz7ZH-4o^PDaeqrmjgunurfBa#mR24LU}ch!>&d zn<1{I-5_z!7EjujM$0LDzQ;o; z;pz`ss(|A+5GCuEgQNL5J;`&>7{Ih7SLN_L`Twz5QUsAh1gWLJ`H0RcYWiy+N~GwN z&JLkC`ANCdA41d)QBx>KXdQxet=D0}J7SE6EJ*b5k^lw^LGgqLZXG~8VXgLf zaL9kxz=ILv;#ZoRC>F|_n>*3c^<^oF!ROJtP^L-`^{&^>QiaFWi9ht8XMtaqh&iQG z%9|*xKeDP|RCjhy>)y%#nwQ9nzjc%^`eU1ug|DPbX20Bb@NFVykwA2yIy`G~qQO>3 zKQ}8T{rPoQtmLr%u;@ET(IbN}@$&1%EFGk2J={hin#&I0NhLzN!MXB#O@e5gOwt-! zSH$ilbAMG=e>K;5Ro9EE-)WVzvE%d6PGVi z67Xz`QxX`gn60N7=@(zV;e|gK&>5|&bFH(b%X)IiZO?_|hmO;cq}o#~`tEsIs- zTyuWaa7x(TyYnH7v=b|z|AzD8`1I}FCS<2DR#ONImJ{#U1O5uMVp<=myid^Xo5!Li zy?BaJj_=?(VJKkA6|?E1>_E!!>-cgJdA% zoy~UN{$(=E6D+8Vu&<87?8)d7>>d>1xdR&`Y;-bwZ*n`T)P;F4o=nG6XU%-F$MjU? zQoiW+lMj6?0f-K1E8?+KXq$TUa=#;a!-GlZx44CJnSU@6A~a?Ivr9G}N~g(ub%$K6 zbz!{8pH*t}wfRQx;jFJ;(jj~7%G6doimmV4od{>ky|xY+eK3BWV~2 z&CZaS@8F;y%>fZeq-((ccx~Mm7T!j_f042|t0AZ?UHj_DQ0jDO`bU1n6C$}syt7AX zYj>QDqt^uj2f0B*@UjWZa#qDX+ONJ>n@-2S@9{X;7WSL<(7KCKeA5n}PoYdz-HNdk zJ%%tW4(hF<5QL4yq+t&+H?;w{0k|k+h;{1C$hT>S>pi4Th>;tZH;uKV3neX?nZutz zCrC3~-@SzX$3(pF4?7}P@G3$IAky4>eGq8}(>m8qYDKHQyT;9wv0O?^>~C!(cDuv! zdP}+Sc;j;JKG8OI{(QNr?_0#WiLjPRv@&dztK9OTJfkBwfVL~4f;;;npA%WH=xf~q zWu$T%LW-6p8%0uRR%Q->4-CkV|0d#xT}U=j@2k^L7XbcN?ss=)hGOP}1dCNhV>!98 zpSL!TYu#_yH8_wbT&pmwlk1+uE!wJ~kAz#~TVg#=qRy?<_>E^W&)Z;P?fE_4pH^UeUc$R~t-f zO=+eOt$~m4Jd%3a8^o-2g$sB%5L^u@a&?<1D1f*1tk>9Xyj9*P@73piWCJt3AvV0E zCU2cxRRxxB64Du4x>Y(Ta9stc?6KZZ*~gb@iqAf_Dj+X-o{o<~qdm72Jx@m3mz4jE z@CNkUpL8qdTcU@1YnTL$A7?KR^SAh$x=b88XD*G^K+T=`#;tc2h}r*wr-v^=Z+&fS z?eD>+>oRh^5suHDrADD_XZ=z1Ov>j+s2k@y-dY>YWx z{UFVgh%xpg%Tly=XVTJfaPNMH zoCHE=Y}$|Qm2oZ>=AWQsZDLzy{VGk-REpkIO6GD!=aRTtUcJZ>*K!@xf@nXNX+QV% zm|$4j-{awNF>y0XyuQGi&?j5FK^zAup6GP?PQrX_!+Kfm zBMDntt13=8$JMsnp0J8z-F#zW=?_8?Sx8A8#<`R3XWjB1`r2hv%fjaZ&_AcXUZo*zVfB>`DECLIqSk+EwBHr@ zHc+Qz4PSE`zp2tpnHZONjQG&LV8~DM>G8Ft-jSiZT_;3J0nce7`A%m+3K&jyf%O|$ zriCXp+kD>T8k-M?SGTj0;tjLZMY``g+daV{yM+2?uCMMa>AvOUkRWw11RTk^1 zyQQ!;jr+mOb4az^bc9RCHDOUm$e13|_36Xw`kD7D2e>w`Uc|?>V^45*N9NGQ=XNRQ zShP+KHK`7jR>T#DW3vt)2a95wLy{%G*c@V|aT9DmVH1FQ8f&{qPZA04S`4zg(S$ zIP|ElY^|<*FH6`IQ^2vc&9QZTSPlQj>}zD=MJ$W@R>&Wt?FQBL#H4h=D=S=ER}g2_N+oB@q7NO}>-=!+tyPgAB&hh&$T&ECfN7 ze=t@k`y!_f@iE&9SxZV&b$y(jWC+Glf@`ItfyI7`3rSNMcG3n^Iv&K6nhP_yRkLz2>7^PILPzp35n}A z-7k8PY@H{wC)aTLCp7##)$AAg=G5w`ceU*CjH5=fH3L&+!37$6=CjjNjMePnOmbxw z%-PK&KY<#}rZ%{)HHNCI%-09)Q+xjP8bvPwOvipNyyonSf>}F6!R@TZUuj21U?r;J zvmn_AJNd@HBsrY`=- zwfB}zGKZ}8J?Y<~xd7qw?`A-opyUP9HB;rEjV!yNfH-0bQj?A9PnRoYaf$ z+y~8+$4b=CaRmt%<65&)N9jPnDm)=l-HyJk0Z-=x>4q^WsU0^hDE0J=S*4;)_e-t? zbBL|ERf?{8hCRbtIgux3+mb>Y#n+{d%?eCoDk~A@v(@be%(j_03#xt{X}Lw) z?j3fybV!_^HVJh~{Z91g-t+RLdAj4=_Y!uO;TyZhQ0HqaK3KiKC$y^_Ofleq53>nB z)s1*Ic)(i|`uIF}tMJ>0^(p>LH{dU{(ShtUihEsr1^9B1@4bN<8kdT#yIZA+ZR#!Q zh|G#+Ms>w~bj@}pj&2{>i!HHn925hOx!8Fmh`!!FZ86YbZ(7xRxh1$AG4`}HYYz=yI?-O<5E{^xybJ!+J5>S@MBo|mo9rmn^UO^cCZy2^KhFt(^0Tm zV;4ij-0)HzbQ8z=`W?Dk;LaKj$?3a|EBpV-c6QaHH;7k!xyM+ISb1yb6R~XqT-0sA0k+DMbzc_p$x!v z$<#&xb~|{v#mv;kSZeFCP=TO|9W>dAJ-cBX5zi5sx+hVQrq|FqgzXFE0PqHA@EU6r z4(}8Xe3bgw(|m;GFZ02I!7WKOtX;FbDe<1-9`flPk~KLeKdJUYQHxB@orSccg|tVR zUe5fxOtF0X?nb9i$DX3($37oK-Qs`A&A+m5(|F5svhJX+HebI?FWp5+m&}L|U!WI< z{r;CV2f=t$!v!uY8FXo4OR#5v9?WR z_u}cHugSQQV2^jH15T?)*B)Ub$GY@|c{vkFn54JVItXz2!W!(5EXjTZ_{;(tmygqbwgq&gQtM|1m=Mt3eVBtb+QI<9I zay;$^wnig@I)!T-$C06^Eg@=uVwKrL>qh)c>FVHk^gd`+&Td+-b9-R7bYaq=9qp#f zVH!txf8I3}6_RW~bTm9h& zC~uB5x%U~vTF)2`o@q28t8qG+GW-VORqw5b8(&d$^iqYxs0av6Pth(;PU>Qn!lCfdj)C||}H0zA)%XqEA z-RmP9Zf7%hN36#Rqo%2Tc3ASPi{kP9rRTa*_bBA0R7onM2X)E;9bw-1%D-o-pFQu| z<%GN=lzmezhyX|Od`k_XaftaXE4D>iY(W{l)i0x+e{!_TUlCejAkp!F2Xt7_f&>a? zI+vcaH1yz*^YrU)hEg&^l%4NmJo{EosTA8b$6*QREyE%Tu318cg6v73E2WO#>pY&N zJ$B#w1)}K6ZBbmzTtYXb=sc{MH?Axay(ix28wR3W3QF^6W8O$}HkzNmj;&wYin2=Qn9yPKB(UL>03vPEj4szc< zC3WNA5R5KBGA@8M2xI1oRyr@{^VHcyQ}<@l&R0O%!b3=Fk6d<_H0g5Y_vHu2t-MNG zJ|;hBg^?qb!-3LEY2)T=7V(&zW*SMzNcX^x;kzP=k_76;VMLerBDFzv8|0LW} z{&Vnl?u>B=`;|dWroYUz|;2G+C){~ zh+4gbl2XSByL7kJA;(fT=EQ4FW~}eASxNZh>$M(Cjo{6RaQmmbae`o%_qa+$BGB6<%LI(oJ@1d(y25K+xPa1d+m=_@<&e-1L0a?%a1ah1rQ<{)eVb9GYdMBiZHy z`}hEY(8S?Ohgf#k8-j_a zw)z#T@2s<7-q5wE;H{|tqg=<#<>oh5ul#EF3=4-XKAla>@ zdD{l^Y+}6~Hd?u}v_B0%)gYWC2rY9;&e^|SDyxM5h%fC>&SbirqbHdwR8Jxgas0oN|qEmO+7;v{I$P&UMN@( zah5<{i%--RyaeXZkS@e$jfZuPkd9aW+>xK|baC_IP6oc?E!XiCNz-BJ|%T*M!vHMN9A-|ufDc~c`_-*d6DK@f%bWqx5ya^9~|M`p@S;@+=ygr$K# zpLW;ePv#bb_C8QQ*K>XRCs&vAZrlq%1umVc$)5+6sgaKn*6;P_vmIg2!wu;v0&Rfx zIx*9ZTV;=5YX$3iU!N5Hj5Y-Ol43eJE|+sLp)?^!UNaMj6A|oNj7T^Z}h}b=bE~_eY*(4^?`Jbvmwb98elc z#`&KMTk1pK-V<1e#Xp}R?yZn{B&lx@?Ms==Z5ekT#%1b{W^a&?G5b@Rw+nx9r`6Hy z%kL0Tsn#vUOzK3r=Rb_Hwk3qHWNh+9G(eu1 zEMvDeUdvw|>$-jCHAHhPZozmZ+RvN%tI};+rAP5f>{8uJr*;+^MaC8;k58lsunfZ8 znjP_R7H9vB5BPj6{=JA>4t~*8MOEW;H4}yHdC_}LU=jmidjgS zLT631I?T6BZrES63Mm}`U0*Xwd*U7GNZEz_(%kfmRt4#dtc$ZmV@<}d(-GFG zPYaXxmc$&IegS$NdyG{USOlL1Zdw$J4{vndcEoQEHStfF<` z{hwwb5@7IV#wk0t(yR3jKkxTbRar{<`9>&#!`gGrJ^75>0hbrW(!j1)I;y_j1gG-B z#MWs|r9g6mbF4abjR+o`ALS#ggLKk*`C> zUhfZgibPre#IV$$;mx0Ld*AN9Qs~nTyn!b{-kz5@_F%AWmc5o3=K?VXqW>Cpa8Leq%tXE~gj6D{wHe&+*RoAXd8Ut+%E0p z!5vktYs;01xyo1e0Y)B><@^881adUd7Ju$YtJF&LAj1#c*@Y`(DJr^Q+*P+Htu zpjauTxI4uu?(P=cwa`L~ySrPEBEhw|ThQPT+(HP>m-g3p=KJHFcjnH{*=uJ=xU=`} z*>kRQh3^X}0J%ZAIq=9@bhefO9&K9Mxyk=m$)t&Rl&BSr5|?`V&BITRDy@^(kkp^*0X}wRBL;7qZ(iOYwLbRLB#V{iO$>iT4jZ-jP~7}74|jwc;13pkG|?w z@JN}&wDgF8aNK$Adar`&_wJuAw#8gz&M4HhX9ylh+kH|R>&#%nHi3k4UH-aO*9q>Z za>WfR+TP1xWrgkHw*}(b70|%tP51ak4q|EywE9$T{zDPM6Y_=5TE4j>(H33!nSYg7 zne6Z*Qy`q3cS1=n`^_c^Cj%2Gpzynhu7Oj3dVg&!-y*IA;98)14oT2DJ3E_@R_7YU zP2goQEHvA=Q>#YldgHv531Ojyp7WbOZJtvxQml^}44V1bCU|yw=#Tgsi_<`n$JqUv zWm0KMknVsJr{M0A3(L*_s}<^syIR4x;^MZtDs?{=wuwLOc&R9Awzd6=B;5+*n)Yy* zAcy4F0sA{lY6=VfzRmMH)7vDcVQQI8k$qnW1$XBoAr5={_KCpy$MapO8K+1!MU$Kp z#M-KVA4m6{F z%@MO&6!n9I5Kx?<%7iatxhC;0=Eww~VXUgK0$KclxZF)u*b=m!}AlZaj@|E~0ckA|i zAdJiL;LQN)SpIvGa2Y%zWno_(&c4&!y=P(%wNv}PQ=?nwNQN4GC-Ff?O4e9_L8h_x zxc1BZzGmmq+hs7(v+3slu+w&ScLXMy2KSQL_9mq>>4dp??@8%V6#2MIC55?3=vuU# zrkZ4W#sq8+IKH|9UY$mc@GY6D4oR$(NpLTp4|x0*q4fsDj%s&KH&I{u89&sI>RxB` zoZP`JC%{KEw*mmhp#5ALi(N0^Yum$(Tm9U^?!2S8Tdlgw`%%V}yHgb3xSP2>4%wCP z1YaW3TEAIBY+V5@$!&L7IR2}*q@!t%Qhi~8$2#NLhYAA6-K zgjz{^%VU>J$MCfXnIo|CRz)dJ5!VfALFdP}o}EC7##z4x6t?b2e&|-q9OmZaNIa;v zMW%dwVEVsieQEAI1~IL1rF{(WeBqQdry|iumh0dd!VR)Zz53&!W<#?sQ4E{ik7YV% zDjfrIJIkKxK9xFb&K(2)s1+;X&s&sju6siKBY6f+-s5Nr=-|R|{FMs{LR?V2&QS82 zUYV8%oX~3udmVr9uz+a}_Pg7{gQK13ji{lC*91??Z%Q7Ycl`)nciHy*v{WQeQ^eB> zYp-Gvod(Y6)I7cW#zS>N9_?4f{cHi#OCfD5yLIjBZQgCRRm=^%zf^AV_jMr6_$tqD z9z3vN%_8_UXT#IhXDC`k>T@SlFTqHH6FQ$Jxf>kLb`aIVQ%oY-MYZ5SG;?)!aB)`IZ#E^&&Llp+5SZ`3&8(A*t}HgOB@Uf>*SAr8iA zoK<@ETV?9~52awS7IZm+?S2>r2~Ffo^fwla@Xr zbNP@9U$J)U*FD&W&K0`wcatfIE|`$#3dX1p)ayjxBy*!KT-xoyA z@Wi-yd*1&FB&8gE!0?lAd7siH)h_LnEdZBA={TWq7J7rN6TZt=fr@jhFar*F&M+g8lftz>;zYxKCuWygYXk5W?bFIbmS2z>ZW80%dkv=ds=xyI`tuk@3^1}7OG~*($2`@B)4XgpR37b5xvOSV zNin_4HI7--f@N4qZh6^dQ<$cpLowQK9q0PM>qYuuw3%rl7@{2G5HTIik z2jiCXZRUcvpVy?fIczK|R;erN-&rr5P5eTsJM^?!5Y=(7PRcAWhl&p?PW*zEn$ue^ z4C;X4n4@owJdoLt82z@|-!AgUC-dQ&*4os(qPjoOGM}nFrh_j$WEaG*pPjXoyw*#w zq;nODhXsb?oDC(mH&0HrT`f`Uva<_p5YP@kKOC;5tFL1SMdlHliI4bQh*20Y-<0b( ziQ{Zmz1sfxzyz|JTP2SCN34Pw#4E~2qVN*;`}wRrJB``kDq1o>W@ZQYEI+u33KIb% z%KIeRk`mvatFTf_g|Y`PsXegc1agh1ms<`uHJ#C`g8&vf$z`|2;h_~(w=F`DT498Soz zKd8Gz~f$oc!EtV12^ZHC={nB{OF*8gAS#9_w-TQwf?riU?DyJkf&TXtBp4qREm&B8**Efc# z^vFqJmp8jw*|^*ZM0)(M?mMz7Tu226d@_;u+Lf-it*1SvUK`hTGhUwDF$D$3rSlCA z&&ZQdp3aK-=|!GuHdr-S`KaPjw0(0#&_*YSr+?u`SKnh^q~zNOm7+KDcq{_Sg{~K` z)jJp>=*#>GxYaY4mJ(NW2Jt76ba^4+${xb364}31yp+(B(XNgbp;x@M2qLrIq^jQ> zqiQa=$YpT=P}|Dc);xJn3&KwV?TC!(h9g5CHjJ%iyI$&kL36(3RH^^MJdvKFhXzN+ z5&%VuHwOqwcNj}qz`HBs+AYOMFXwGlRddwI`?iR8Vi{*w58jumozB7nFl1T3uQki| z&w>Mif`dTU%wkuHxJvOUPS%7{nnTV|0z?*;J?zq#0{WG$SPGSI zU4G9#bZneLaHn?g^@XMcB-2#MF`k|{Ix#KGT*)z(ewR-3`{8rIIVv(d^NT*^Dg^)b z=tY-kzzdAlESpEjXDKfIj&W0cw}GO=Pz5LM4Dhru@j#JX17oP&kk@9*S zm`~qs_BufIE)lxoT76^CpqNZ~&XvLcPE|uH4r?jl#w1it_3L(^zyHaPuvS!SZtN)I zRguW2HAyEiVa*S-@6c!c*EF*)y<`1i2+`{r9$%KN`p$hmSBG>N14l?eVWl7z7_he z-B~hcu_G{~hOF?2-?tCbwa3>AhDrTa*h}D<(|$z~tk!DB^~I6BzyX=$^Ya>wYLFbN zE%CVbV(EYi86KJcautD4(~)dJKs)9PqZY;+*Y@DsT;hw;PW42S{qiedGq2{yDKwf$ z{lnE|;jY)8WQ%28u6}LIEJ2_*TQU#@XE|+AlWFG2lKAmA#uIobytkL`IwSswr_aad zx5eZR)(3qiDzCV`&%*_-d$aD|DftTvTw`bXN?iQofZ0f#6e)1a@gCi}2no!+24ACS z*ufR#uB$kDL|yZ(8}v^l^Hwv0xQRT516mbiR2)YZ8&LrA~jOvWov!OT0$2h-n}BaaF?;MI%50;v}ih&IILlfG-aPRS69p z@Os09l;un_BE%2HO};EsCD08!9Gz7fKTwY+YutZF*d&Mj1^*_ajN{_>L(_(rK>M`s znu5H6d7eX)eG^9h8?IKzzxVAQo5bgya0~ntpIL~sAmcTA8|rHlKd@eIs1v_**?tw) zy^Xcw`bGGqF7rqmh9gaM%>L;}*BxyENCVscTV?_{jF;l!3}R`$L|31T0fcg20IN;c7uhkPP1j#Q)jh3Y?L zHt>@N{L8L41z68mVoS$}wFgy1D4t4%F69I`v^=)hW_F~qYiY^|@G3by9J`>KR@(JU zYNpqjWN?hfL%q%gl+vJGFaggjj8WK{7p1^>{LUXR3pxn9YuQ|70MGOMz5X8t54eQV z94-2j{TkQ8&7{w3l`)ex0^2I7182R&NkukmXmv>kFB%Igdmg3EFExFo>6vh97NHI8 z_AIh}5za_t5HM|JxVMEOvG)3-s}k@+z6hVlCru9Fvs!lAY?)4UaiO z_MK1Q*q?+BjBEoU1Rht~gU-aitJ7IPJ==p97Z2>S3_Vfm#eJ+or51CA>cr8GzGN@v z#<`bNP>@=OUQXa(*NOYs{28oqw+a|o+-_NUIP#+ySG)P@i!J7}A8qhJ8;TbW*4rHK%kuz9kw<9fqX*P`b_t8eGghH$5MDZ|AO7h1 zd!toU@1*~ssj3l2`zy~AyR(;3cAjZfXsno0TyI4^b=IQZk~s;aIEN==%=7$GX845{ z8iPF$8~Hn##|RH&1Or2UE%16PP=@?tDhi=fr?+G0QyeWN9If9^!g-BE0d8KH7ul@m=$K#98ZB|1PCv|GnZ|t8;m9W_J=y#UC@hkKO(2 zi`x^L#1@qI(UQke1HNX$>oC(a{&6AW=siR*WOccA z_Nr&BHQJL-<*rNT|Txmir z!KGBiXXRq$UFrR3Y0Y|t+m+v{a^(>QE!xsK!Jm#rQoHT<*CE5qi^HEuYJv(_aY!LVxl9p=vjGdK0{ z5A^F1q^ZC3323e^Eq|__s$(HA)oJq_+L~gxD#xG;Mo}luL#7&!`#c95)LP44 z4sN$;xBQEjiK={r@i(q0{%+Zsh|?!-zV~f4pto5GjI_JG_C#5{_C$)E@M5I>zMQK;@~@R@?10<9JzE zty*&3f8|SkVE-T-PxwowN}rQpb4r%nfyS(?YO+pvx|7dY_-H@znuBZ5T59tE_+*^# ziPIyjwth8(My=yRj?sY4_f#exRla=IEH7t8N4yn}1CL09`9&=B_!1$5n@O*em!U=j zr~|Yws7XOTI=Z9QbmGShKWzQbUEqw&nlDZNfqtz$3-y|69ban9t~WG4(v-O+0Q-Nh zH+*xXsrAQ9tows%->OgfOBG+{(TK5LF>#D%+zOJ2MuxQhQd05D4w%C8el>R7KBMXc zRmx>K22})ES}1+#X~*~i8I#;c#;&8~1|&v8T`ZUXJ4d0f$jy#*YTo_4sQ!CFuJA5Mn+JKgpPr)Cen1iv8cq_n|FfZHM@j;JegDW5i+myTpf&I5|Hdu^ zouln*}O+BZ3>G#q$pA4c#+j36$nM)^B9pgl_qb>UcL7InAKNyTDFKngI z2vmBuQiV?ghf8Tuo_q#RpqzKT;+_nozqYr_<2*!B`t^9pcYb+t+P_g(moY)fp;Gl^gBztc@MhMXlYeY^?Nj|G9_X}E#{F} z_|)u4R_hlg4U6w4?dYdOVhL02$FN3<5w*}%lkqim_CP9PUzAr^4R1Bd-?Fys>;w97 zjzG0Ow5F`YzM=Cr(jEL_dfe)_58qs;bWFBC-*lgu=zh1V^zUa1NIqSr)nxVz5XBiQ zn*EJ|-ZVx$4(?75R4<6KY`w_u7>Y1~u*0(IwwAOlnxpL9pHtSnw)j7qefIPtat#u& zvWA61Q}}G=zmP&A?T--Dss-N?^ZKUqmI?WZ%?%E9lp&`|nvEe&w43jC8na=+09#lO zi@|JEyH!-|!LxrZnwMtd;QDt`)xyO?uy{J+Rk`X;S~>lkz=iK)A19GjkgfmjA@=g# zjhsP#Bp*f%VWv4(2}ck)adZW3E0w-x#1{Mlf_8vIthY){Pdl?cOPAn8mZO`QxB6yz zyuqQ@TY};?ilPylgZP{1&0E=n&K#~17eAA>*C4GzJH6*ICzWiR!Ftc$2&JH1i#TMa zbKz>7(?gG5HCy9O9XwO`tmh8PM1kwHB5N4duilsDd{*~~F<6Y8+yCc|Nm2eMCuy~V z8FT++p&AFb{0+XVG>y+EIdA#eoc?c@cyFAiGY(3EVzIOITm23sKcx1IJ~I8cex^nm zos5h%?2!T15+m+zDOZXiVgv66yi`IrXd7geA84`Ky2^?ZlyY`ObpoO;W{VW75mMJ# z<&}C=RdENH=cux*jIZlf=6J0?3MX29amFS(C{T44@KtJ=;r#-|kJ~<1q3^qAD?aBB zx7!~!*+STBJ>UA!i_sqt$xN%6c=-AA%knpf-Js2%V2q7>%hv$1zSl2HQM91`Jm+Jg zWQC1gd|bC*U+`@hOoK68kKQnfl3qz;nH>@tj(5F3EU+5u_7(eqj=}M&p9I(Q(D>)+ zQDcvR+5J=HB|Cq+vwHRj%m2Pzjb7{;V~1;Xi0os5iw+D0sA74Or=JiLn-zG(de=$V za)qOw@g+bjSzH4@N*YR~b=-cvna~LaGY}rnX!8^kjf_k3R%zaxFMbl2r}|x0myN~q z%`frwrdOT2QL*@e(qaFnNH2la8gNN~jM9g(WxY;*&BsHiJz+_9nA_87+yS&SF{kqE zdxjI1yfJ?CygAE;q)py{RnqgNtAdhx!bZ`Vle~zrVL$kIY>-f+uQ12`9!e79C42q_ zN{6hqt6!jsNz4-(eTVxOcG&Rx2PP@Lb}PYGp+Y9y@&V$c7!~U`+zz)72a9hAET5LwSuUHOe$l>$*m!b2N^(G1=Z!v51 zMG#qh83GfUhcuQ0N4L>!X<3$FSLkFbCTnlE2;}x?IAmiLbmGvGjWYwBL{36oRnI{} zbc5L>>?uG6y>@O9!u_CBJDhJtl7x5dJcI_Zsm ztgh~m+yhg6wIn9%cLjBPp*TobIt=&e&Ep4 zWhKh=vJzjnfsFp*-_y9?YAMiZ1y;r!c}l#qyB?=Bbl(1T|Jc-HKKY>4G@yMJZ&}gj z02;KQZ)Pv(jQ3J!`Y4qdWe1GX>byu+WtTUG{;cwQEG(iqUg{=j2@BlirFl6`1ZU5S zsth$LfcO!DWR44c9Y!7b1G~Dk9hWPk&l*>uSq3IKz|xMFK({qeRQr$Fg)f$>!th$E zZ^R%}bd;M?2~g7g@A)Zaccmky#)c~1EEOYx)i(b6L&abj4iV}5z^f7Ci++F5w52qo zwFpX>^u^6CbaK%knJKgG5tJnZxpWdU^ikLI%sehBu4cjxh>`PMtUaJBj^iUCtBh6y?_w0>2Vww#}JWVn@W z!*%3ztu~uV#$<#%`qycEGckVy- z?S}`v-JJuR-gI!~7|~#U$hrCLh5O;kY3NH^3CjJySH+O(EqpVA(kJHuaY|+U=Z)Gc!Bqy2EGg!|A?G1(%Fw{&7H8fLUJ|l4nGE= zz)QrCb!`()K7%ocGH;3DYM7JHzo4Dh(s(S1=1}i1adxZi=TqycIpT&z(K_kve;Us}T_pBr0K`R_CV5J}@YKdGudh7-R2MY|;**H%ozaqyl$=SCj~tvy zk@(a6=^`=Y0Ip4j562LkO_pK-)#iO(pW9=lEk#w88~RLYwp$wb>_(?pJoBp?pu;Qz z(=BbTl)60gV4wt;l+1x)Kkr7x0|a*>9eJuYdWdUVlE_TtK>imq#k1PNgK~o8Iy5Jax5^F1A_+993>!Gj19%MjPbT6C&BVSgO?@(Xdn; z^(DI8@X*>y@FU{l-jtEXVk-Z^RjUOUb~ju5ePQvI?z<`JPIb|S)Q(bbOH1)D2#>*l zC`HOv>m|j89S^S;g5kL_R@%C-KX|I_pf(c_oRt{iYM*+_WL$4q?45o|gEEH90hXvm z$JImC6RWx2&e8lkDu3Tko3=x;)GeqiBY1hdhk5LNODPntNl{+Ju}{6DteXxP3l8^k zWW)Wi(bX%^_yfaULMjr;lKmYVSaqHgJ$*Pe&o&OapQ;_?^{0S6#RL=>)fo}m9*P1} zk1vwYKIPWS2w2f8wiWl*>B}!k)@8~s4c28!{AvDlk=WmXoWO;Rb!8$v5g&FQ#{8N8 zut^e>ZRB(KMDvbXvURbphP;+Pi~K&k6Ulx`GO_p`x$Rbc&R&cL*%Nwt7HG`GBVPO2 z2-Dn>%%o*(7Wj9&Tr@aPc$glw22NSR?LB@biv^{?p zs(nLVw2>2%EMA%&pWWd~8InSDN82w_rLi>w8DCEaLo9ZGIKEh=r$AK7U2OX42$wuZ z*S+aV@{cJzvD@RbZ=R`IE(~rjelYZACI90DaBjFhL@N5Vkvryj) zOI812bv?ZEs;NjfTb7YE_2?ujs2LqZW50@6<{f-tg%3k2tnrN-{PMai+h?$9alaLH z|0`r^sL#$s=k~!t=FCp5)~@df8ZUK;h0xh)YeFt)x#|?Y@!*qxB(n&fh^hVW{`h3V znsA|pq-M%V)X|-bjq$;6y0b?Hz0N2eS+Z7G2am%WC^ukPYRhQ&H{TK)UT=JmUy858 z=IbG~wE`<8Fac{q3Za11=;oNxII9mNfb&wdoI(*S=T zgnRn2Rk7~CC0m73=jdTKvk2<4U0s zXGA2wyb{?f%1o6|Ij{b?aHf8!({}F{Ya38#oKZBu9 z$NJMV_-&Fa|H;~t7sl!s|E~K=7YK&ap6M}h)EevnrSRoH$@$;VmHWzBVB{|%rd)Qh)R~;ZvfIclQ^bIb?*1EvVzoG|Jkgzz%g$G-Vk@hJl}75tV!OlRaCM<-*P-vUhU$TnA> zJq}%I_I12^NIa{G2%z}`5kFpbQst3m=8-P$-wZ7|`0pU}tF75EHp!St4is@U8BCc& zdFPaHU5O{UsgWuEA-M7<(+%~+nn)K2&cBcn8b9iTt*0SM37+qR<>{rTjYM637iVh} zMmae-K64}jz6Z^+z_5)MfaTgs9k*-??e6kYnV$O!+y~uPpLLXvFI85-YC6RR5!8$Z zM!C*K41~2je=i0?cHX}iBjF~Uj<{r_x$^ryWT>;>sXwSIs{W{uYvHizfQ1yY4)wO!4zSjzK)T(!hdtl(;`voK{2=mR zuGpV+m3sT>kE+2ADAgT_i`FNN)!+t~xh*`a@4JACK^h6UN&Tw* ztdEi&e#R70PQ&h|3Y1YbPrMYeuKLmh+_MQQTZNm7UKg~BkXD=qhd#a-4L_&mWvu~! zJ1nT)w;9ZA37Xb=Yk2+q4U~DS5Jy(1{{_vyg=sUTT1VjiT>L(f^8MQ~P>`C3>YBR3 zHJPSh3FTky-EBo^B`(=2bs3&s@yqPYY|Emtih?F4+sdJ|^0*zQiY83kO0l%^>OUrv z^&j-tP8sefr?c6OV8_tD?*QZ-jutMCR_Bw0!6)H7Mm5X!aV_^TE!fVWY-gmW%r&gP zTf9p7`1CxKITF1lxvwUvb%9Ybkt?Myv%l)LRSzN-$^M&$ikBz9{}c5BT~ZZ25g zn-w116`oEq=pb3B=jKNT@@mGeCmF`qoWiH$Yk@aIPdX5G{^xs-<10(FgHb*5LASiU z9;iR_9>%6EYKLzf=p`HZ*CKvs3YIrWAE?t|;=T!c`UK-yP#GUH0o~2cHb3jRiS}y} zxZK@PRY~4h4o$-W1y0E=b3@36#1dnMVIS9fP2ikbg-db`OO+`~1Lc6T4|foDK*vtJ zpPgou!e#_?Z3SJ8I8Y3{zQu_Xn?S5Ts{vlmZsmU}ulHV5IYv2@6_acMKN4T^?!&<; z{L82GpF5tW+tG{S8tESjz1^0bBAaFfEFr@UB=;Or%gp?-=tx;# zcF6IUgvMFBS4VIkuC?Re_pXNBw@JZ2L7qijpdP%Lo7iK1G|eP)&P(%%#!gXelf%)h zdGfjjwC%{a_@0Y;n^&*FMk85xrJTYT_H_P2XDKH%Zb6=-pMS-U(UAQ? z=Ih_!08QI77;yf_aGoNqIL{uDar$o7{P%H&p@ zvvJ|w>G8c;7rIA6ib9#mMo367VZ+=TZV(ADb0iZ(9Yw1zi{L!ZmZffx7m+9;=|3-*e9aJsFd3pSvrYm~FG z3EiQnE8X^VhqSc`eQB|dk7y4D8%x^$aBr(J{`dpXqmm8*#6tkR0MG(}yLM^x=+eU7 zC;jkJi@qj@pTkoIDnR9(90TylwfaVrXr0!RWame z{RgE8zkD9PPj**LDWLRQ8}-_a0AM*tbt?lkwyhQ~cL1c;TBNd5J~4h}%aY2TNojmz zTR%b~DatjRarW$)q>~7()Ng{p|9zw7)6!Env-J-x>|!IhA1Pg13ueRyEuXP6G8$jM zK*I`2mR7iqXxU=_mVEW)69wzGXaAK?7aZc)rUAiaEpm-jyqj3XDQ+_we>qNe95Bb^@j{DyA*fAu;oY&6=j={4|t&?Qf12^l8rHxJ+Z)$8~N zcG7E*Zyd4NZ?&GY>D(}FTlz;ryuPTQ))fti)GVO(HukNw3;JE^h`Vd|K&jr9(fV45l&{)OsQ04Q|yJPs~?Wy(An9Lh&s; zbkG=5=2Nknr6ufkkwOr^5f^98N`fy-iUkgkJ2V|SpRRLQ0rEL>Ub0@jzc}%~@en?0p?ZMeJ|2hqA$mG) z*H`cB{=)Yy*$uBvX-)LLeKKg(Q_NL0~l zZy>7BWs(JeVJ?VNY@ZAO*j|X z>t@OZ(bD^Cy8c1+xRbQGW%X@9$3D8+xaq*qn&U5LjF2#|GJ?j2=EL7L2h;ua%_xx5 z@HN|B)FV_WJib1}MpmDqG}^oWh$Kb(vO-EysDDaPKNsv=-p@7TdOdn3Kg(14SO;;!9ZOtz}g4l^^hVI^9^uJBWC>wu^*3M02|4_G@H}pK2Pd@c2;!5l}8E8GhZ-?x|L%rB;{n7|)=$ zZ1dpY_SpaAlLC*Vq!Mb!;SHtV*^Ld5H5$Q%yu$ys|2Lz7apl&TtUB7Sod?>6>ssNm z^2k$ocLdJu!#tjC2*bi(Qd$VDHKY20_369O0!A1Tl2BL(EjOc@v3Flhr($} z?#JHxd^6dA{JpIKzgmfq`+ehEpioi*0(;=g_=edG&{3F2kK^)RNQ4(3k+O>+ElA3?lbPs0ctJWfXv91&{~LY`3YU2i72ei z__?}eW6BBSnW?R02wz+Ludo-*np#@zFq?KwlnMfpJs*~GS;df8$mUVcg(*AQ2};iWX5hC^`QLwfVoOoidqcC6 z3n{`5h^z&7U%Q82!BZdWt?m=_spbpYdf4h_e=U_&RW|r9zUd;J@YY(yo zAC%dlW<|+#BlK7OGN4-f~%#gsO%z??a;o%jhic9zBCTgZyzzI+Fn`??}$0=*cv(r}hY)$01)QcEeW1 zc2Ab}6e#LcZW^lrgoqo~Yk%GgyfVppJt015_bzSIPf%YNq6n+lX`4@b7?aZ+L-Ij~ zeb2Vrubd5iQ(1)|MA^sTO0eF7#=`yft51f$O{_cr?e#&3`uSFkt&<+lbj9n##+%>f zgSOQ**gTGP&ti2ZVLB8ZqJZXWc)f10hSNfS>W%zK$gM~J{d?{~90D{%?UzFL66r}m zV|If1YqTSeo_k-bqc5>}yawWqtKKb971VxnKz94+ddQ7oozHA@WXHG%arh$>Okp_n zx@h}`-MuP@sH)p6GcPw;C^y+)0!s-&i^_H}MbUN`VsQDq?GUZ))HV9w?BAonAZut{ zY!f`9?05&jPQ+(VByOBaJJb34<7!Oy2YURT%8zrVAx}#c;>Jp#-E~Wu+}!tMBc0=t z2u%=dh)>vEA#>jryVoo;+AE-vq_4ToQaHcrf?T!0b*}kh#O9mOhaKaS!JbcU^`|HM z#tyJ*kk`CVDdnZXa?gsK_q?tbi-6i+7kWfBpFO|A^e0qj!An_yh#yc*UVwwH^(-Fe zn<3WYgJCl?dZckkDUVh>TOyY@G%xp4wNu0>(y7xWVA;GkVg^p(&5MH1gfAOA+BS|3 zSWFhmkkT92yN?WEQ3d;&J<*?t(tO%QM}sjw891ZsiNc85P|xJ1m7n{xJO zm77+~vVm=g!|}1W{{p@YsZlk~tt7hLd=gxm{y%;k)Q};Vp`O9RN!7pWxN=TOlEcwi zUTjy(&HQ&q!!|xGAsT}IBZ#2T%GYe3e^L zd6l{UQ@T!*uv7mnxT#rZFuqyg$Nbuda-NnFof()P;=P8hOBzA*D0mrQ3jlF~7Se|8 zN4FbxKIytN0h^Y=%NBp(rL-k`1+4^?(Nh1LRe*BRl3nK!*P1(-V>))@GP)iBISm8^{cmN8hdn{U032CpKAcvim! z--O0QvI#rIclHZOJv8n z8sh))=eVhxm$7eLe{3@Xt^a+YvC|SY=yAql-m9gpVb*@&xayX6!biXAMz~tID8nlc z(=WdLkU2nHZu(dkQmwM#&<<tDsJy8MIS4XHN{amc%zzbI4xl5htd8CTCdbTGw;-`mPwr4H)OB7H& zn?X4y{rb24`A^-mpB0=l|63?2=vOKX5;PFOh4&|zO1kxyk)#iJ5dRiHg5TEY{gU`m zp{!=Ho8wzG@F#})jPQOBt^(aF#N*KG3NtCZG6_*iII6AXFmG7i8~u6P*4lsj6^1Tr zxFYjIFb;j)u6F;GYTdCg2ev+bUHN{>z3YfSsf93kEmhP4ZqH$X(J2F_77~Gq54w(I zZGMM*l<)Sde$Hly#%37r_R`2nUhF@6em9UVMt9Wo$Dc;t^*FCa&&pOebiXB~ReGvr z@Yfqy_G01igo8g4u_|1PKGLrT2B>vwgo|Ng0*wWy$e1s-S2tA!l2?t!zHIqEIA6An zu_y{3=%V$ad}Ih;J4?};%fQB03;c<)fKS&1o?aCAk4Bk1`Z;zk!3OdsA)Q4c4Tg#- zYYo?ZlnFViKq15v>iCc;;O_q)dHH8^L)3Hq^fu7YghczK(=|xX*7_{qCqlRXQ2-t@JWR~SO7Rrh_5+7 z9;r({SxZYh$QceHT7nrA37*hF-3^PH{`yRy!{7M8$>ppLms%RlyNm0UM5xN~eX(zP z3LFlr2wmLbXB^6Z>3(TkTnjC-7+y8k*QIRy@6Y|6 z8w2^EoQ=qs}lDeIk_ zSDBc1UnPjVk0Xfu*}9>I!B|iY_-q=UThlv9jPZ;kX>*jX8sTZ0Zr^EB-k_F$eET`- zQc?Dyr~ci=IzzKD9&9#DXb&gNAsg<{PiDBHA9Ug}bG=%u%XaC^+$XdeCi<>u-l2CM zH~n!>Bcg3NtY#c!@^`f&%QTTQ7(j%YpdFcWQZ%IPd!_f0wlsg1F}x2$dEZRRJ&=EC zIdeh(>e?G}Wd^b78*pyyV86eU8uR(`U#MjPuX|ltc$Ju*mlQy9B-T?#Ip!;~WN#-O z=>(o3I$<}`O7l5$@=q##J*d~3-b5cPhO+3;G3VxdE%&?k~1Y(U$+cIZvSuA zjZ$!r#E&DV}qCyTenS?o@q+!8c*VnE#ZvIX4J6Lh&y8vFO_!TC!nv1{S50I z*?CVEA0%!P91PRlGCA+`D_jEluTyIMY>F@43jpQJp1baYJ6T83yO#siK%ZSMxB#qw z=5V+|7ozOwurQ5KtbJgsC9kD4lr^M2U+)lZ*~H(e?Oj&)aUiktPY=Sn;_UN{XSZ2z zSUUv@AKs3)AJ}><8+;n}u7#}FA-I?BN8QDHAd`+B9Lw0)9zN_pO-@_d7LFYnZqtt* zEOHrvR@jqs@taGN_DZB`bw!7kE>!e$K;VX-POp!4?`>+TYZL7N z^C|sjCk5O4N|YCi2^Q=mE2qQshQsur1Wk)!dVZ2zy0P{;vA~J}uBrhG=3m!gcJcl9 zi)VASoFR7NR7rVcQ-Oy2b0wi8{~uLX85Py{wN(TJq)Qs4yQDh?kd$tQ9HhHTksKQ7 zZjkN{=`QIOkdC37;T`?)|M0GL*R1Pi7I@D+v7gxI+&(BA#T5wZI0^dst@30c?5+uM z+@CizTY$KhN|lO2m$Q|{Tv$|?>LRIIPax(b)fm|FaTY2#e@G8faq#E?-OgfBP3^b; z5$c?1_1FrjWg88|cWWL>G_Al9!<&cR*=x^4JG!Mo2!hhDMljG#^6cR3KoDqI!>XQp zt>cqX@`&i>>A1By@}ge>JQ|d=Eyc^>8-fYRj)XA(4Q-!mtq7@~O|UD6!Jp)4h6V4rJg!RIudJ>PVbn>wQb&Z(@zIgzfO@H)dbPH0719bX zq_j80&AuYJedi$2b6Z2`s`mStYI_QXiv-K>j~CoC^m_*$%@u) zTksdgs$j>CSc@J#=#;eb0{bs-5XE){XMGk#;~e?-ynnMH4aEq+z4UX$$L~v2F#nzwKFC*Mh$l3e=&Bx(H=hLu>O zL&`jhl&6ZZ>Gj~oJ>RwK3U4tTWN-LJJy-*GT%Ha%`>%9Y`x-ZYSS>`Ut;#_ju?B}U zlDC>^hFx%nT}BfQIEG!4x4J&EDcd&L&!aerXtS{Ym2RHez9p?4QLoOrd9|-Y@@lPq zaE9<&lQ*8BcJQa3U21onzlnlBLdY-E^E!P#$vS5+QIsOvkH@Q3Fn zbc{+NKH?6+Gm^6YovxY%iOcKDJh@rwqx1U{K2JoUoriJYeUj>c8|<4x%#fB239nlz zu`)f5PY<{#mg{Td$jz0eKU@DQK<^B2G>8Cj1tz3Kn(Y6jm8|<-`3Eq1SAUL6RZRbT zIS?>cp*_bsbvf*uzT+U%RDM37;9c@@uJ5eoBZmv~J6ZRdZr|`& z*bT}sCPyLjNOG!3kWi%=mCNl(&YcD+@#dw!L}A1^!$Zti%M_;U?FD>=On z{34TXReQ@@4hwhf-af$gc2?cB!V1XL+_lBQ{l%rv-Ceu&zc6rZuC`rw5GB<3{6gbg zd_w3_A82JzWHKd@V>O6E{r8Phon=kE>v(R6YHw<*!)65^-%~9=iH0>-?V>729@K(a zsO0rVf$C|$w)J1+*y19Ar!%|goC`{(LGg=Uu)o*YN11jI?lZvhNg0*@M{rM zbLO+YI7;Iqc1Z*LnJcRA*l%7fbC0cgNXad5w2Qd2-6i>hdm-!{oLS^&yYF^hp`40m zQw~VAngr=g>xHFQDRVMgmIFrXK65fJ>V8l&;t25qQwBAfvXx!$89m3n7z-`OOZJTPd z4C1zRBI<8rnz}UD;r`&qTI1U~<Q*J?60sp$vtrzH9zxu3 z;OV9hDL6}nA^()Y7Tw{lMO8qEE_PqZoVI>8<6246$xv3kw;5W zvjkrD0UWo#chiko(KNlrU9bVT0%5m*Y#AM|ahvYJ%Z0eNm(BWzK?@F3FV16r1!wZk zaPIXjk=EY1MTMJX=h1J}y6JFQFTM{`Is9!oX`drR%h}-+p(u_Gr#0GT(Ux^&4-^u{&CN;$Ah?6y73&=5EzAOLI7oh(c{5 zv6qUT23NmgdLF{bf4{7&->(Tl6O~QPh}-atev>DUM2sSEj8erxkF2@-Pyk&shCop* zhrGg*1x5N+^#j)7gc9g4!Si>%+)S5i_vT?@DDzoe$U(3;LccG!A+yO>Y=rdczyxEm zqnm#1C+qL*{bprYoX7A_NA)6pOq}K(4egIUjyql{aAmr>y|4_Xt#m`UV#Bti@t$GT z1{X5LusY1Jx})B@#IWjv3&CcYN5#KD!nY6MhK}}k+}`jIJ#BBUc|WZ5t@%8x^sg1F z>wUOOw~gaRZ~;XN3liFEphgR~+8g_{dZD>e{UFJTR@*?JR#D8B9+7s?j2oHfh^HGE zkPh82|MREeL4P~<;=jj{fP+>bJdw>9E`C1Pu2fhduKzV^l-j}mtF5H`mD6j)%(H~45~bTicmq4W{NP^#f*eE)D^RD`Yi&Up zB>Kx{ggmN0xczoA-fXkMXw;+S(hzYPEv43lF&i|tDkO1b+a#t_JF(sqD#Aed8%KA} zXFc07)#k^Iaw5FX(oS27-wp(tk~x{!&djmsu@q8ftV^$C12iYwdAv=vQoqiBit~W7 zK3s1pM}dwI^-a|1nCkgBYpbv> zqhwI_DO0J!?GWvvQ@M_rYpd{~Bw9O&<_}Acl+Q1on@)wGMU!fXgI2lkQ%@C7+kUF- zIk1&>Ux|1R7e9lYU&3%{fBS>lc z8dNwt1{tS47E8jnrJ5>5IR8>v-Lu`&6>N7Ot$7Ov7QzYMvW~C80kqHy{opR52s9*L zk@ppqzd&ys_2{2dKi6R94(Cs;6H8+W-KTyn+`bnQ>O_|n;yaN!onDvRlSYaeZ*YiYJ0I6R^Kdb> zdn&(liYE9XnL|Dq2FCd&ACj{&eWQPw^OvfCy@JsU6FqZ1r;6Q@ms@=T*Gl!!`#Dfm zXRg#82eEwuvAKqxPca(O(}_kVFDJK>PfDS|_K)%NX`77Z@hRK$TBY;aM32QCk42jd z*GyV7vv&Q1%!-8#0W0{{to}LoNIO9QrHC<6=>%IWbRSpa?N+7l?)uco_wVSVlJ#Lji`Ul=;7_yqFnCN!n#`1A1<{uGLT%5kL4 z*6}>|8i^c8)CHzc@Jixvpy4pP_1E7XYyC^p;vIgsy8*4tzI$Bzgg;bh{k$8y7pS-_ ztDj^GF`F_~s%>a(4;vE9y*VnW$5j%mI870;jOVn?1nkU+6kK}Ujul+u#cNa7eE_tS z{NSorK?BkUSHyK|3>`C?UB_21$u9WhAGWKY>HZ6A4y`i+ZV}C*<(t7Evc(6x{nTeTWPRxMX>Eb z_Pyu4jnLtg=lrne{LW?NlIOgS(16CQb)3cHZuT0+uoHZbTRCB6o5t^SJ6`W&i*slB zbLTh@{%sF_>kPEazr1VO_8!x@^VqrbqF}nPlGDXSS&7D7xX?{C{>>3^`#>`*qT~Li zC8}fThKKC$Bx(JS8s&F>>PF;uedUltD5O}_uRaSmuh$tsjnjyKB9^^tNyKABq450A;2!BwNA^BpsGE!Dq2YURZ z`{9#Uf2P|(TFsLf&a}=C{oFCag2zS3GC2Rtz0h|j^n3+)zGNfUDj*GXo3sqfa<1=5 zeO#Fnth#?Vvsx=(szaM#RP1;h%}L1dtr5N*opJU`cJ`ugZX0QCOR{AxUn<$V;@`W{ zarR1g@#0!B&~MP@eDp3yB?)frVjti;BWgMJv4wVGaj+rYAezH8Rbibdspkt zK8=4pQ^5y+Z&PeDVbO!Dz2?WQwOg|5t{MKCAFB_WNQP4pxt}A1`fbba`qMSme1#vE zNyR{f38u%k92F4W~afpqXKEZU~Zh`^N50UW#+<3_&|&e$?O$^ zmr~*Bll`GsLL9kYlyb-^?=S+_azDR*mxMi1_AG7~j+4}Ji9EE-gkYv`d>HStwS&wN z2EG>J-F%}dQhU6QDi326(sVn5d#~~L6Yr#PGcGo1?-E^Br<3fiyU*D@Gif!0%OgFl z7BE-D>*95b&WM3VkNC7Bi zP2my>9=vi*ftExqV-qP=Pxa>-D0>sRN{M@_D-CWwceS}s6{&}O8JV|=jH3fe&V39u zQ^SX~N=}Aplkes17K^DTmW1p)mr{?x5Vg?rIYSq1#|{hnmPy7 zoJJkp8TUr{rR?45q~ppPoV0Y}kFTiu)t_%G&{^}{Qj(XB@v6Txh!+&<|5lEP!B;8A z$of=)oyhY)n!qm?aY^NHO6O>*U%-1gC&?C4XgHyyl5~_l=il4^M(8)v&LdlG-DVC4 znAG29bIl*Ne0=sM+{N$Mw)iXu7XTBe+2$)N?hj-U_nQouy~h@nZZ+AzrE#e_)}BLI zQ`1T|2|DjA@2`7;o7p?rs-nIq^^!WYEYdzDQvS9(;M>6I`0#L;T(qpwxnE*cba`7eCOpyh-6+19sU3Ej~)!(+eVyf&|2C{Ue`XC(L`-D6|< zVWfefM*z5$Ua>Ef{ViLp-mS}ne_v22$>6#gBDZ>3osBFGq|)GOB|@RQviIHeIvPN; zVQM4iMCPOdL)R(8zN^Wj0ix^!C*a6|!v7>jgQIlkRkq5MK^= z-aX`g&i$T^@+-A+v{hLvUvhl`UF_oNR?^J#+C6&S-&kS(D`JRmJ=b62QR*Uoa)`G^ zu8dE?D)PedS5`+hSDos;wx?QQfs9o(LVIb8!JNLS^w9MLDyX~01Yr~9!fh?r@x4x{ zm&tpE!`u8m-4orf8+EQBEbe2hW|yWHu8k zJd!9T(^_+`t>3Eu?E_BPJ$4Gs(OojXft}WjgHsLN2sf(uhhu*lj;lO+ikeIsWDa8` zW#_LL5lV2Vh1dUkjAD!OV2#PDvf#2D4U4;x(0S?)0-8V9ChjQfpzO{1JYULmC+}=$ zjYdS3da{<#4*P!OzsEjk5#a{`{Qy%%^wWgvw0k6NI;-|$e-S3cGiSB{5~HJu(XD+J zy$IK7BPQh7nuT#&6R;Q3^HV6NDMBNJ2k&d>K{y?9bujLGct*)d8SEa2>$dwdtd6&s zLT*lUv|3u^=!z3=-~BC`3qUjq9HoJLS6B^GST#>=O;uQ3p&!m44kcj+g zeYVc6T}P}(BBCmCdvS9HExylN9bBAQb}%nELa;<9SvH%xn~|Riay?3R%A%ETyQhC* zaJHB1Xp$Cax7CvIRW9{!U1Dlyu}AB;xT)Kz-$L!Udh7d;&c3k(v2B~}hpOBY5mpHS z!8NDyF(4C(HFRIbPw8J7Mzo~gwVXiu``Cd9G_e*q@J+!-RPb;zlb^pJ3S}KVw=;^p ziIhA2JH9#LgjH*X`9ma@P>NfGdjVXPzkGhta!8m_Av;#w1;|;eI4k+^UwzE{hZ;!m zwua~6KCKF%Ge$kBRvMn3YF2S^dA(;eZPL&toz=_3^>jWFwLxUYvIkX(M+w_hD~%J` z6?GH(4PTdU1h|4SyR~Y}wlc~1_HjIDXJ_w_A%1>C3Dr@28n|?SEM{f}e>GM?=ZEFm zraOD8+`-kEl6!DD-#oA)@>piMC_mIC{u7sY+*0nKeL8Oj-<9uSm+!&P*_R=wId^ld zIE>mhf->z#4eTQvBcz@=p{|{M zP8TsfGDEWhlSQ(sx?!}u{-?sth;#W?hw3>JF}UQH^i;@a#qOJ}#CB<#8xh~tb)UQU zewBZCS7SQ08%Y+BPXToryYX3|F-(?87sia?o3Ho_CE|6yl? z1=&NSJU@?1Vtgo6X}l_L?H!#a?=4FLj1DlbYpqNZ!ZLvx$=%Z|`XR@by{zB+~HzDqavG8Fo@p$=r~?gkik*Y78=;hlU9 zJrf3>{f?S}o))u`U|HU_G*ip>hyDDE`IxUiLw;Zmu@9_1;aJ^**ZbF8XTvmROxuOX z=$yj{6D6CC)Hm;kySj?;-U_;I?%$#u8?g+>dfi#%l6tvx%$GDSxz=mCsH1!3tEx4& z!6!?9l6O4cz|Z>`oOia_%7GxSM<<~iJrMQ%eRSaG0FuhATFvJdw6NA!8VmAyG&LeE z>|2_n2{ODJ4U64W9s}d*!$&}2&iY=PT<}z^d5g2=v>hTq7fVo`j$$* zTM%EhX#EYT)tu?$GxzFeKXB6>GvdN&;RoxJ^p?Z-f*dF)jxBQJ#Hv1Gf?+|_-ttIe zKGBeE_u-Wb$fv_zJ=#O8X!4h|MwGvIyE>#1zI?&92%eHmeuG*n3*LK4L#+d4aZ`R) z|KLhqwUh_dB_dg|!dqdxykTPvs-s7C&?MsFW?a@7&Da`d_b;HA9^PJWuvd8qpHqBY|{ zSP!y>8)W>6UF&ABu2^Bu+{^f)*9Kz!bb@cbpbaxECtM&sXl~9Casb#Nc^CyBXd>T- zAT5o&DP-4$r%}{O6d(fJ=>Pn)wgktJ`2)tK5ZHn%xf*l$v+-|1fcn-Qn4l zlVSgY6mR>P3j-=yr35o4_4}#dP#Ke{d_o4lZ$%OT_&oCiBqegt{ZoAsElC2;49aLS zuU@hT&Gld@W`uo?R_@)0KfyuQ-Uq6EzVD7d6L9qpT_n}fAi(!yTyBS?NS7g{pemn7 zb0>{raz%M9-P(2;lc3t&wun#jtDzN8?i1T-9c-$CI(e~kppGa{v9v1sAH_5@fQU;` zDT%rBzLI63-~Dx%hx){9EUTp#jHSB7a>#W|BRN#fhsjM%E^j-}c|bfm*!EBMqL1H+{>FUrLy=|{i+FRV494M3b&-9G zKOiY50WQ~xCa|cSm&tLHA}m(@^Ce0q56PdoJe^ zf`!r|d8JSkX_2Ic(WT|@4NYMU$}6P*`A936?CxZ5 zrYkEhgg9w^#!YyR_k;V8L`@MkA)d4~#hC<3y-uX})%u=_RgbyQ9e0y^RL(PCZ$+Sa z3^3%)EhrX_;w*xxzpF!T?KMaD!pFbnT_0?2CJC^u+!VyNN6EYB9|GUv4$EoKUc2$* zbbXQ*vR=MpQ9?$>L&5KR`W4ehAe?CMLUS~X;6x>dyc;D%92}fuwEBCP-S?SPefOlU zairbmbI`kF$Hi^Mdjyu1_#}X>WiKx9OBdzI*HKN-7=;GyH|%9PBjX0ne4LywMuZw3 zhdsZ|E7{@|QiJ`9n~TZrFkE5t%RN@&8K_#MV8_w=b*%nP#BzbqgTey*gZ}kNL#)1x za`ej8i3b}vr)>+eFOU0QQ`x!S*W5VYxw+qiO++!nvy6DMhoW&J#S-n=Th`x2|76c$ zYqjM?m`}5-CyJbWK>>5Y_FisUPhRq1r0nFQdOU10b;fInHBw-778xw9zW2wXy~3i+ zL0o9@f!bZGYYg@d1yt@H&<23!Bc2#GdOT&nPnz0)a*||vhck?!RUYs@aEala*6wSX zp)5LNEZnzwjYsRaZyVIvo>hV%rPeT|JU=F3Oy7zYr8K^M2k)-#R`=Ah&(1_#e0En2 z+eJ0_0;?iAH^;8tgAB}4qKjsUfr3v7fe-tq(m|F>b(Hzx7EwaJN2dPbrJX5r%;GW1 z70v7={g&DsCMQ_%1lmH%F9>lWep2}+Y70HTn@VxNL5V6w1Xl=U0?XCqj|zir~)r{=JnA=M0(mQ=1pW6)q|HWvH@%{bgc>p0vv& zYy2ff;{>{aw)dc!232RJo{^!f=M^%fZ|Cm2OP4TEr+0NJi)d5()2_;u=NxjsZ$*#uhsG zz|XE*F(V-$xctig>!I#6!;K4In z$q_$-4eMcE*W)?{P^zua{7@Mptb+OWQ_H0&tbR_=MAEq-e&M884-^2rKJ4>lt2t9r zR%xjz5antYP21IG1e*;Dgio;qEGw!Dx+T@Mk^jMg_rQVuGl5z4;xo*b?EdUJQ!hVw zw5SIQ_9>nQ2qyRo252O~-H2^L>NQC6q&uwFZd!ac8luQNR)D>X9=pIe8`uZ`^3}wL z@(U@h*VwYM$_&nf5>F}#!O(nND2rzEGiP-*$$Y=}4I64RX#0zlb^4u2-%I}rk&hHx zi)D+6ykE8PORgTNm9WcZ+CMr7e4TIIf^g_Al`ZlhzM1^7*s%R^!>)X1{eJH#6iJQJ zG_B(sT>XWe0SbuJm0iTs`}Y@}wLvycV~<#?q3?RsN{*u*vBPInnwPIO-8hx1*D`1q zAS2%ouj6Pj|8+T!*ovzwyUHj_0kZIbcv3$U#JH8;4k^*skM7bdN0ey0`HYS_q@~#j zJFeU=riFzC!an?|?*z`Cj=ZiDEm_irQoJEQc+$NqiZahC9C0O?-A0OL&gSp3+I+CD z+iQAGuW$RXbQ6;F`(!2i7S*MABw0^{tU(RdPAmZ?Kd(iz-S_C+A>hk^cx7PBypE^xi`O`S9IFQwtG(wu zY{o1#{(}vp-PJAC3Z8n>8As}ZFOJ!-)?ksGBWY^bgl#P{SoxUqjxFUVIFk~(G;(G2 z*95uELMNnI(UMi22PWDPI-0twMem01a0cyiyD)C|T_|%pW5IhYW?We`{!X;LZCOrz zUh76>vyR*&&~iOJ*Vb-O9vqi3>0}jLH^mrrPgowjoE1X8ekZ74fob~pOvp&8;2e0n z8~WY)=gyOcb#r_weO+Lt0I41THYh%7h`^hCCRKdzbpiBA3S z$B(*AQSh{R(b+|`KDn==R{gjj!2Mfcuczn+&a;z0ntrE$GJOR5uloAeDuji%e~&5Z zMqF!k{D^cU1A0y8M*+dXKv{LVi&xqRpO$m7WR2iVc2iw>io#8Uie*2@9NLCB3iToM z-N3lzlWgO^HB?>q!~H#cCmowYUY%Sy8U=6+>t`TQi#dFV_=srfUhCPkIZQ8g8wciG-08C7c&|Sd?7$NpgFO(6E=a7BJQ{YH-9S$ zlkRv#8E5{XjNojxhI@+W;GEqP6%oZ2JFVu;W127(sth_#mdFSgk;#$4`Gb2diOede ztOrK`>GycfJ5iZlKcGCJgO`E>y65$XWyA!cdVU+e%2LIlawYv}gn`q$ZA^|4nfYJ8 z!WZ`ai2meWr%qSrKK|8eI?Q^MS|OEO%o7xSYaGlfb;+z^__#uE8oDKiOEal5#JQL0p4Ji zzZ`6p7CXNd%kx@tSPOuNSe}_S;jM6RZ${0B#wMbJ&6wtsx@O$JzD#NWF*e?iS>qro z$LRj}wPJs(56&5&wnuOhhP72$$n5ECtANW<@unv71Cz(K(^yMpf}4mC#8+qaG41Tw ze6S_cY4x$T^?uLengd#`5>i}=&b0~*p{FZgai^zp#4l8bp3=y&IVeyA#B$D}aL%Z4 z0Q_6ELn6;gC3<>r4H&(NaCliy^{;`KC}UT<%`+yM2n-@H1=(tqCw6p;+Mfv{ z%rdie?m8N-+L^~a>Q5n%Uht$)&i?WZFVf;;>v7=RbjjN0I zvG%H67AzIB7njgc(n3*st&WC~qY7c9;LGM0&>tgi&h0NVl}qA73cs+@9vJs@&!5w+q!c4QXHEKvo`u&`6_h&`k7odxo^YEIweED!e z=S7lWKT*on5%k!^_c!0S(#Ebcux=e%j(gW!DV#S($uUn2T5F$T&I~^l0K=5MU!zPy zI8Hu{kGlbFvuApV$7_@F+D*9H@qLRmk7$X;rpK74mC)Nl0?wO}3&Q)6v#L$LrIb}w zVeZmT>){zPkca(c)id$g>s~b9mO!4@o@zZ`bbLVXMJJgm`KZGCexg>>Su-Nhq$t8r z9TPHr5w;5aD9$w%c|NB`_ zZ@wfuRzJ$O1mauT=36RAE6c7pb#rY5<0?Gh;y?&ZJCjaWG&%6nl&hfMCI<@*g*RDVvyx7uMpNBn8; zvKg2nV6*6=I`=+JM8cK;r{Rl-Gb&LJ9J=LoQt;}}o)})Rf6p;HJrfSt_#3Z1jS$Z> zj<}25)EJa3`YJ17(D;FlmzwyM6bfsW#vNyxARec|Cs=aHBZs@iFOq)yW+E(#1m}gekd>j=(f#hn68b5KL_#P_LqrExw!wUd%nulKd4R!n) zgDeTix086d>v7pvG8i2wZt7Tt1SAHgkMqng@a87T+&Fe+a27ts@6wyx)3dxqwYyf< zFl~Vuk~(TNsGwuG^q|)$uvIY*_f~EJ`~XXfj@KDE{@GH$f`u=Gp5WYBKff2YXMbZ* zL(G8f9-U01Kk=5P+^zs-e)$mEMNUVE{CZ^Y6h;95U28VvVf`IkbX5^FWf^;4`@E%U9g3 z59)CdqX!%=Y;{);w~C_5>s3g>_$Bxl|BpFzzl4I#5}#R=r>+~9u3)Z3F$X!d;BT)$ z*7d2yCVdc!`WcQpNywL$FwoSvE)qN$sK%v=cH&-bN8o46XZ(xYO9 zy(&eNN!hf|ke{K!Cu`Pc zl%_K}Y1M1!Y_?ACG;EszFF+iWh-OCa8*2ctqSNewpR zd2T2<*Ba0r^bNxqY!}}J2mCjueFi6e+;>ymw89NnS6=K?)rl#H#&KU6b%*tT)DvQf zNjcN+_9{Vz{KytJ8K9m7GNxWTHVm|5XzdjQy!MNb!kc@|v6mIl{mt77e+i~6plVbk z!0SFTGo15oW5X?`B3&Ge&*y1j)?W7Yt##4^7m#bkmjJqi|8V{ypFe z{av87((BAN_cE0L$LkwA($`s|ZWXL?QhDH)&_4)(#bK zdg)?$5v+J*j2As?`Cv(vEcb`#;1hdZc80s8qxDlEHiyQj9P*a*hs{$7@P@syJ0ZyH znPm@-=p)Vw!~e0;K|tsd(WH*gswkLzstqHTi`K%+8mT=0@TlUm3SAVf$-_!Hr!Of* zuF6N?s}s) z-Q;TB34^S!wQ~S28^51%XM6{vG>3-oYDPPVYcpWVpelNdDOg{7))LV{N{WU)aw4Ej zCt(mRmY_fpR`d*uw$cFRYQGKhFNpnnI!f1aTHB-7BTY2M*q${-DL0IC#^eZ%(xJt5 z0)rDbl|?BzZ>yP$X}ncL4RS1x6dB?gU?INM)3GI9IpSs#x6MbAi+2WS>9PJBF(S1Z zzrX$zO%Y@cDR^s)KpyuwnwOalc>=VRU^E5UuO%mA_*?eQ`e{G6PJ!W)b7; zGV%-{t~kxB&vbOQKg(UnkhMN~HOQ?5-@zazd}y1l$|qs4v6n0J{io-#sLYq{MJUdZ z?AO(V{8%EW`PH`*Z=5f9w~#!ehCCzp=0>c|v7HDd;#Tt5n7sS2<20pkuLN`hQM>r{Mh}e=yfmTP0pOy8$L9lA~k@-Vt}FuQ%MtT|t;JT*89Zt_j<9x*^$aG%nf z(1!zGz0 zgdThYQoqMyE!uu_Y?`gI;zj)>(&Wd4+@pHmV&I#S_UD1vkP&))sYUztHiC$5L$uN*My>yZ^1^)u~ct7 zUXieq8iNqz^K9s3IW{Q%s&#+~qM|V2Ko|~DpX4x5o5#DLmW?dSVg1d0E6EKHUz1L= zh&!eP!H)+$*gQZK8VW39q-|;T6G;;q{(J$;2P>lHR)O z9iMV(iLq~rV8QcQYpKBgR)AL z6BES7NIQA(%~S|TaLtT?>z`uFYcx1$dr7x)puB+`vSi0=B!o==%BDhkp^P*Ty^cuH zwqrful1`b&83?I#VvT1=HQC8#lpN2(>qDL21;WTpb?cJm7xD%mgWUK?u#IxK6M1tz z%p8mP4D20fn73anqJkrT_gr);gqN0h4}1+pJm*!wq4Iu1FE0pKr^$Ij>mc|qXJcjf zXfk>fLSytJx_#+$@%ttoV}*@`y2)AuSSurQ*oV>OLFfo4Ub8c81OLN?4SyW2M>dBn z8C>sRYCW%9Xl^;7jdfEZTV(Tf_&XDLIxHkv3&rth(gcbXA&F+MAm@g+^z^MvfSA`p zOcF!?)v=}CptbDg_I)sUFC{ZjZ!nu@nhbD?v$Y64V$AWw0vHZ?2i1O`8y2Il5&=;q(<3c*C>qq_B4K zxucr}WB9uCu93M`O_LonkX|#9Uf&<(guQy#?#(!gTbp+1FYSPd{&vT)FQ`prTxaDA! z*}dcc%dL_Dby-HnYILdL_UkxzG}f2E9n>$fC7Xm-N4)(oGCCT@M5 zZ_K1muKDwI`aE+mZR$)E$4qD7Ow@Y00!L*K?#E6?tWpB3{wq?mB%wu6oa0BQB&+5n zx)KV~@v+d7ZAp5lV`|C4<`3*cmtzMrYIkX?e>m)h@@mr7u`sHAcSb& zxLv)(_%2;X@H68<|MKN;7a%=YZXGUSa`riuN9Yo3U^Y&hu(`qF-skV0dHdS=mq<-7 zezKM=4nU;xWIU%5bM)A7-Tg~xR^dLH)W2oquuqSy(p-zjvDv{G#P6t_r8s6GC_K%e zn4_|D;W7}eM5`QaGzm~fB=@X)(ARPPk5)0b*kNo3!yw+*h7MgKPOMLA4V@B0az42WHv7TU9~d)IPa0b2w7brY)UW)iuW<@bX(u8 zbX2$4O?moWHD_HjlJc}4;X;7&_XrPW;<>zs$kQ7svYCW;KFicQGbtVgtyymGuMpcr z1k6%8=kB}I@m)0alw^M|+xt9#?H{)qp^kcf1m(1VIjcs}ToXK){x)UrLtyut4RjVA zJY2f!vf~@T<|x*Y)M?=87U~WIWwInx3GF+2VfzS50#Vuyrz#V6ptt5@bDJ9nEC-6y zeUei8Zk1Sq*xvdsD~~V+&cJMi8gQ;UM^c8)Jf}aWj~2a$t?Tymvp2?EcufuK?IX1@ zji;~Jh(od7)sN#>>SJ^F19s96xw1aPb_oQ(G|5=e)xAp(6yslYX<^{SWPdG)v)jDEOhIcC-Cn zu15}09dgIDYIlRz8a+-5bVx7=p|1U=@U{7HX|d&Q9H9+Y39Ozx)l3~`$0MYml0sa0 z-i#%p=xCUdZD8AT`=~9H1J;5nHdt=FbIlFsh?Sp7MCj2rs!vVuc%f7Mes?!YL{EF0 zA~p{{yK8q7BY-d_fh)pqP>3~qM|4DT5Z$<)(YVisM?67{zV1MKeX6=E*gR0;BQ^3F z!)=@VkqS=e8Z7qw@WsNrw0CltNQD)zVo4^|K!J1qvW#~wk?S*>irBG_k4LU>{j-mg zcKsoKv$mA|ndz3*-$tx@dx4?k{i&F3*n@DPe&W2qD2FJ?>aG^}O_pAb;zehAnJWXR zO8X_-p6nPOsXm>&sjA+0;|LU zjv}8S%wuZlfo2f(o$D~BN*uk!Fea&LBpWitR~rjJeA4TG62T6WG0A%`MA;*~%7BG& zGgw*NoEav165VMw-GESS5RR}AV8Iv!3wQjlaN6lTp-<=`76pNUCANVjJZlwfXciI} zCa~s8rieTGFkQy=Lf%NDr-6@Jj~7Yi>Y)QY_2_L(N1(VNN~B$k9X-@OLoC@@;-(MK#8Tp ztY+GYz~(K;S-HkD|C+c$DW z9#A!-9&W?cqql5sGGyh!KOCAo!zf?TtGpkD7jUf2JE5S{v1OT$&)t$Z+V)?u`+HmF z(b%%RK3hx4xpVjPBk=BKrtD_MPK2OEq>Q-F`1ba(WgXJ-6-5d?uc!lG>ZeY`0PNrq zL`Nk5rx?qhI@`%W1T<6I!chNKtC6oCB*Ci$PA9Wx&wX0C$qOA)s=hRKaVqC|GxYJ{ zr>F4D_QH<{hm8CV34*>*PVy4#4*o?rzaBy?JbDAqx$7c>=4o#|vz3TmI#zS_kb`+X zGi&v>Wm0Z~Sx&m`N5eCvJa|f4a79b^cr<~c3~cA71F*kx4qa@3QO&8#b81J4t$r2b zHoP!|J(6~@u&bl?aGjOXK23J^i&pTwBoV5$B{VkOdbyUV6wa>XtZNV^2X(e`NU7sp z)*-fKMytUK)(z_}>$RBOfQ6guct>@1SAiShS!{3g35X?LBO8Gd5>dZ}mcXP?jy_iK zQV&K1#j8EThiBrks4aam?9wd|iahv$deOClVTd_SGHFjPfs}U@L>Di_UMk; z7o!ud>(S%GWgdfFq{-F?Cz#N+d9C8?&1Re%v{ok|@NWx_?Um*p<$jftDXCsTMMUh1 zykNl0{O-rZLi*iMmmx>5op=usQ7s-%@5LcOFTdH+7eB&~n1_+W+sMt}Cydobx~pGN z!Mp|j&7VHJ^?6`v`$8&PUx;z@sx2Z*(-|Wph1y+!qpwAxW~ z*(>9jkWo51CAE103;V+Dob=vIb-gg7PBoon5&FNCJS(ToFthD=90}TK%O>g$ew$EWGT!<4}{{ zzbz28-bICsB@mT&@{tZa+B@n>`V44>7rJ%1nS^+r%xZXa3wd;hQ_Id%%dS8r9ojWK zR#T~UXCNEj8j#)W!)RO$bG)y3YQ>xLfSEh=LyLFU9N}S~@dZCw2K$R9KYqf43QgdP zTeD$)QN=Mmybpc<;TxT9Eli@kZFn9R`Sr+2cXZlSJ?@9eu>zKI5n3{n>r8l6FVKG> ztdUkN!!Eq4=p2f=5cs6;&7CkeCZ-<^s6!uJT@xZ!Yf^DpCPN}Nk-dv8Y+X2y z8~JQYt9;QMmSUpa;thOeq=83#~& z4m&yE+2T>UXkh%dk7(dU{KKmDnHK@2eTHmnG(lg??J)6ltcPTjmH{7Z%A1`etTMei zgVoP%V9zy#__gw}i_nn<|IFh`3w}5GRdLj?c`!T*HdFI*Ng#iT$l=YwR7TYJ`XB3E z!7&S#yHasj-%-|ykegN4J{}20=v(<}`8ApS6+af*%M8=?HFUhAv}(gEnCveF$e_bx z!yttfL0(!ulRL~F6X4ZxBuZbNyS6w@*4^vdF&{>cWzS$HK|8gGEf!;UBxA*C+RnP- zWM$q}UTOJ?Qf?W;92szq80mUEU>!i=8L$bzPmR^{pND8v@K{%mNv~*?apOWMjkUiw z)IHF5#>40H&$}ROohez;+T)`)cHAY&T48{yeKT?<*pVrGkCt(h8LubmBNskzqJ_s# z#zpsTKH5nTTw04B1%4mc5Fad;HjRuEn=GLJc{< z^&M<#lPygf_%lcl+>jcB#1L93F3QgS^F37_Y9Cs$BQg{46?U%z4*Y^_8&DwmT^8Lh zgiW`2)&I3aLp)Ag9uFM&<*Haab|bm(w<1P5Z-`6prUc0b4}n!V3If`;BTQ@z;R3M# z4*X0f{lH?P@SGKAYb?cCx#1K+&0;iDyaBQ#OIT*YDL&Zd&V?Rf)b{J-3 z9qHH+kEFg|&tiERTfP#qQMx%1TEB^FO7}ivzur*3Q!x>h-kc_3;j=rRIKEmo<=HaeB#R%SX->4yt zP$trg9Eq~kF(`rQhNlAftbTM}nkI16P``cQ%uTr@@xN@uZREFzEzgbP1@FG)T6X{X zQQ+%P^x_thSim0gNe|#Ha%Sz09_d5*Qn89 zLRlY8tLc6t=MNwGqECmlWKy&yy0cN+&?vCQaew_e?fGWibT_X;ldTfY-4Ry#dePPC z07`>8b|#_%N=1A2w}n2wGym-X(&$%3GCC^)oI$Bl25l*_;j`KEZ$|vPD=Z8+KPsAP zxbUys6@OS4Ubi_n^vX$GQh}v0cZnOmEwo4qNeLe1yg_lW!)s_}u8yjWsA67Qo2K&E z<3W-Nt7vB(XRxd_)Qb3v@Z(|?K;EK{7GAxX{65G;(Ri>D%=->z7v@8XtyZlZ3`$>?{m_~ zgkn*}-64lW4Dcep#`2EcoA`4Af`QQ71q(VD0=s{c?Nm7u^*}@~a-Ezs$h4#BPXukm z0a|ODH{{Q{<^xcfn5kQ{;PQuxm&&TM^M|yT%DQc#H`6&6#YpnHVl;D(aVRl{ZzJcV zUL4RYEDs57CMLR%UXNyQZxp3gvfA&cY5X(aZomyrTp9OA(q55PUxKUgL=zu4JsKqzUR zG4oM=7{jGmxtau;iMofTfB^YxtX<~^g!zr=_BK{e6`AfC~ zCZ7qPgcEf8T>LXe(RgQ>DWhBcebaw*Cx44A9adMr zdKjVw-U(S7soR=ok{g+mp}T#YinYb3vNvU@WnB`_y#$B1=^bP9Qxr^a>vqpc82=|Y zehu>a!Gv#MgulSD`6am|5&Z5Va6mP!1zk;jp8QJW1zhxla_HQyE3?AE~z8 z+Qe`;3+D9T4jdl)L>cW46N=Gak|O_g{8LfyKvLJ^D<&D4O8(@X`bfS<)P>UIDJAv# z_z73a^&b*X(V?7=LA=lk4?$=+5%9fzX2}hlE>HZJ&HAi`EuHY& zep_^=yYOD8F1M?f?Yuac_+}J|1t!mZ?nHf6`#kCP=;<+BV?qHFbz zWK`yr7ndrFICPGjwsUbNMn#OgBb-spQFwjn$Yj|gpH zVe6=Hvp^bDtjh=_|?`P;ja67?rV z&w;Uz)muEN$;`dr`vi?ZcSqqWW(c%^n-_^5Yo*C*J#uP-s=DNyu&-DL&ugluocsW zV&B7s@)mK%$pnWHidSNaS1RMTByq;MioB^q${I-ZpI%f{-AV8x->FI=C@8jDV*Ed| z&Z2=+g+s;Bm1|`_fUQ;%!Z-apyq7czk#jw5kPF1hKvuzT+^W~5ciniRzQamsGWl%n zH>uBt;|akF3wQVcnf}q?J$Vcz>oasC-f+YO3|KbFbQPz31cW`IK*V8#{{GZ}?{D6YohMG#FoA;) z@;2O_tIWwc?H{WZX9N|gg1b%&Q4J^;W;R`wM;JZQEILZas5#x*N&-_Nn!9ajM&1iK zx0dApu7_Ra^V;wVx5M$9(}&*U-XLx^z5D~13!Na$a24dY*W!va(Y5lWEZl>XWG)$s zB*=e~8-sS_fF19<@(>`M z&mLleTnfYzs%~<+MI(>{&zf|Gwwr@T#!(-_v&WebQK4GIqXN;Bphas^@u-rxP~RdS zj-z|NKRoiJr!PNVAss<5{O$^yS1o-)KwLeV?Sf0!@$_^)KNPg#bqe+IkK@a}pNF|# z9TI4i4g6}&*VANt+z$I*V!2kmHTRw5(HzSXcgFYYM)PV9S)nC9B^hC_kB{{TjSR-` z=4#bV+dYiy>|1s{9CBfcu@d4MviAAtrpAm_49>Fl*XgIE!?a)jb^V(Y@Z&GLJDZp! z^3inoJGM~s@13&kE;yWw(|0ei37IMuq!{F5q0k&B96i9bp_&ZQu~4E-abw0NIsg7V zJrVWX(E~@;o}*m^v%8WQN{Zf~WxS86Q7LF%oiO)3nz#)(`@V=&vgcY69s09&N$>yS zTIPRHYDDPbmz|ez#!~Cn{12_sg+;(#UbXFXQ}iMLOOP#>QzDOhfk?mZ^r_6RAAglA zp54ObgqT=)zY)l6Qw=hX=iO)&6$Byejr&BDiAiwhM|LSl#|TbD^f)35=yeA&E)woN z+36ozsu{$|H%<4ldiP>B2lzPY6D@J(ENu_j#>@YK@{6_+g zJk6oXs_14mNIR0sYY10dx*aStZkD8xt5nE5^V7s_ta-XsNp}0~NzQrnoJQ0x=&)}I znn?hPG16QGXfsUb0Dz-Bm;$!~Gl2lSIgHpXO38H5Tj@dRRjv_^7%%xC)xO5&5O$uK z(0ylg%P-Vj8RK7UU6FI|Z|(xb^lv26KK^L7?>#>K6^BWzNf`|YP|c4An#`iM3jp@n5I zQf>H7b~x)q@q=bl6&0P7m}-*2oO!W|D54glhv3S-@#6o%x%77+x6pm6Iz?-Wgo#~3 zAqA;JRuqIA-8;7l{vRVB>ddn_#`w|PmC>ttnGjBC-<$|7$t2A33gv13pP~z+sw$ky zu&GmlxL}#6%9;z4OB~jl@>N$S{msy5b}RW^TV}N*XL74da`4rLclTM@@kG<zQ-oNp+p6c#jU4tdYeT!_-+=?dBJbqS|Qt7W9WBW>LY7B!SMNCkM8scezI3nDc*}@EoML zMwPZH;hga7>6(Tvm7?lthLyEEb*pDG8TMq+=uN^{;V=*t%p~2^(kweLg(8w-BA>$! z4Z~r+Loojr7D7n?ZZCxULv9)}Y}0uL_3J>I-!!FIf9B3*P>{0q)N^iX2PX#nZB6Y| z)G4rGBsVSEdI@hoZ>16Xk;r68ft=@JQFfQJ2J^95!gS3BSpgIq`tUJfvhC#aJ~UnxSIdhQT^N zoSQ?lZ6|`s%Z{=mK!w+6@T>sSA^%hvpui~=g9rnX%du#Jy6kO&;Svree%662b; z`Vy|;K5KqYwEhP~VZQ*++us`Qb!!NNf`av)a=B9Thbr(c4ErH?aRqpi}T|3(96T^blC zz<^oP&$1(3rj4+J_0ui0f0D{{64lSEKduJm%ATA7&@egtfeT6lR`(W7%%q?G1g@VR zGjo$$7M!X8g$e~Jtcbr5x&)I}_=Y5+-s=i*16rKuC8 zVu=<;C;_egvp+eZ00MFK0!V}4x{W-`7F@xpL0kFySh|XxF`Om}mjaZ(3h7qg8PhPPebGyfMZ3v6{ z0I1MQz+Ij3qMjpge5}hcC7Ds9{#BH2MZmDdi8{lDIiaYU+`50+7qGixG5JA6BD|MS z*&z2lhNygyrY7kmNE#KfDKaGk^M4D7j%4RPJ3s@iE7#SlH#c!dBjFBB7Zp^_Qy^bK z_+`}q8+vlUk<*& zFLYs7;o^cNJd??}LMx-_+TQ(- zua z=*Fi2*DmQ5gqI<+MW6|m4ZwZ>mR|Rr}}p8 zALL9ZQi|wgmq+;qxm010F6I+uZ?t@S>(;nFy2!yCldZ|szbSZfK|hxW1F=?fJchfk zkLY?=ue6>Yw&2pwLxXf+6Y4uA|O1(?#7p$b!j+G)M zzm?t(#XLF1Ur6EH{*NV*V9}20k_03#pEzJHfr)gOcJ%9+xbgI zy7*c2?(`A2?bP~BiE7<^GOql&kTF%szKrPG{vP{oLe73C+HW$r9Lb&!=b!^fNFISOiyu&87^_ zj6+`5v0`4%xd}|95M>b@`Zq$)>w;qknl@5zQ*6nnqcO(+^OL2?5#7ggmWF(T+C||( zy=Pg#Ucs<~mT2xWL$so=GGlzh>6hMoN531^AW_CXE1vn5-Y`4oE#73)5X6+*oaBZY z>sIfpJRMW#J6g9YPrP<2y&UtV9#WF&Q!iJ%C)ed~7bJNgQFPRGS3F))M2q^r2v4yK z(YK8ODnvjM$V9!xAC;!(ij?RNkpe?Xo+Eu9yc?}bF2;E zuS`CGWCj;1cra`!sd3t}NU98-QQGB3_m=P}@o)YKo+}1K{7_<(8%mi{Ps3gTfAhNQ&Mn>zx58BWY%1qhlQ7j76DKx@EDR% zQIxQB#^qpP2NAK#=EcF3>Uz&qYV{}BfAj*}UcFu@+h`-Ys+wBvsCQmY@8nT-+Al;8DIT(Ar@yp(_;QGf7)3A(B3FNL2`!iErz8>*B_K$&=HY z55JQTN&CO-W<0X!f7Iwyca#zjz;WvNhPP7O+Z#EA zsb|!kXA$J3_n*Jt?jclJF{aF8m|ue0JRW^6L0&-6X zcXYkuIqIA@X&ckQIJY!z0L|>GZod?1=*mnIF+hlP$I#4DAnEL7A%SpXc_|4>@2IFWBUNY2HjNeqd731%ga7P8hM< z#7liFqpOy$GPD*waB|d%m#?A?t{KmB{jFwsj3o!)V;?D^(SIT+Z4p=ogtCPO#Q0&c zj)#Z{euP7X3Xz|A#~o@Ait&a5$M|ON81}7$6f1tHSBB3(<~iJ(^9Wj`vYL1X&hiav zfE)dw2Je53Zt(MfNZAl}*#I_Jh!7h8aj%O%KrZCMn|0UOe z4YWy6VLwHLK!)OO{$!9U$oaK>emtJp%GxdqxJ%S%w5QKb@1bjHqeUsJk&rfx{Uz2^ z^Erb~$@MpTQXFkKnev5Lc#TB34+~-4JLe~p*rdymSvD}`$yQxWy>W|KXhr44#8tm} zlZa_~(4|iN)fVq@zb4}ObpG^b(42}1OuzY^-5m{gZ3UV2D}+N{Wp3Z2vchBXb+_NL zT3o~Hhs@yDc7cLx{?~B**YrD8{H8nGfzndq(PualZRSUd-FR|0JDE=LWW8KzKe1%n znF258LrmQV($;HK-3QiI=WvGgJn2;9_(b}QTAHU0veGLg58=H=qBCyRW41Gn*h6`f zinh{er?5Mo1a7->MAmULnSI_pkwOlshD^WS>=SyK&2D9mo%u!RDndv`f9(CZKCP3bHeT6iy!wk`lz>S;vd`xWp~wz$x2B&taBu`p)AGO zEHXyHFa~ekHZ9?jK~-7>H-?@+54tN-7^M$(2LBOzWq6vkJY&Zpnq_ zL`!VUz}s2bL3-T*PK3GdzY*oXY!5X9ha@+`en1vS4Cohfej{+L>+j68v4k1vee&jL^$1x}$ACPb&29(OsO3oenfA7{C`Eti9^2JTlcCQF0gYhFG;Nn9AtlD0p$^;=u5{QU z^PqheS+Rz9tZr&)=hZZ3!U)U^dOisn^Tiv93_+_E=9tWCGh-@2v_Oh0)P2vpYf(O! z2DNV{326ED#kfrL8!V_iayDDT@RFHCAjvFrZY_-*mEqOm4>69{(1eDgUtc6SsQL4S{c_ z21{&0wMDKBZ!DC9>#2{|Bwt%r=+(%EFU@uat2F?Hu`jg4pufVX{}Dc2|3Y36)Q-*GfGVAMA(a*KIo$f5A9C%*B>ZCgV1gU(~xL-4`vXFDkp! zHnMw_Z$2re9kp&>&{EDqKPN#;>QUC=)H1?3F`Q9eYZ^YR*$hWbIz*)A|Hy80WkXzf zf#(iI^TRoYx?f|9eBg0}4HM|DUwP5`PYz|U-z_(n=VI-rIABEUQZz zw`Gks*O*8-#w3m6EiVDsgLmjlxRe@E5AY9SU>zV!qQ1}mwDFG86z9zJhn+fX00Sp~BA zaXP7ZNcGDYPJaDnBPiB9An1b@>*~Tts-TQxs8dLMcA!@n2=%Fuvk_S$*_x8!KhecO zar%J*QDu$t>={WXc;Cs-M-8oj7?r}Pj-PajORqZS?7P;M4qqkz&g@8YzlQTr0nY>7 zxb2SfGC^B4wc)qEo_a5YVMzWhepP%++TABgSz^K(ka91C+?)oCzgIKpDp%$2EOF54 zsCe!yv%IS;G;B)?KDWXJUo2G?ZvDGx{BPvn#Y$xhhv6&hgPonxll8Safs-uZ0a5O& z-v0IPtSQw{rCE$26uYk zqtTr$b|+8pdGOXFWZ!MT)+1V;*6jmq{b{C#{g7#Hfcb;f6u zF7A#%9(xn2;k5N;aU{Ime&l_^Hizg04QKl^2adDYf3pD{C;={BSs+g>3u(zW&- zcPbvWgGh!JAGo40C7u75^ZU7m-N#b>AOAiNe|8(a#)3mrqiVz-N@Ew;f*yG2pcZisk`nq%=@T_LHP9+F;;+11Y6;|M)uQcX zJAwU`5}_a`H%y%f zC{SmKa*$DKU!EXXrBfcJux=5S?N;)6I3Hm2KH+zlnTS$)DFsiKRti7tsE2_); z@p7foYs%Tk53T5qK?a(TO7HMk=J*lph6T+v0UVuhjPv?tlLdPKmby7xmCE5%Nvl{&jQOc$Ev z8?bvGcIa>ASv$3|Lj``DqzwFOa20knLI*#o_fy&&#?zg~YZ6A-L>$Kx@Vnx~&IXy? z_EQdjZY`EK`f|Ij!nry{@PwI_6;EdE=Pmr$JvRIhFb+zqBZQ zh+I7I0_2qq%-|Y&&3kh*w2dfkv7~1^2}E33yZ^8zStY531*8KcjBa`}9Ejo$s%*zK z-S%ua_H6u^%$Katm%`+e54fqc+38@cTxe9Sm;TsiDr9mxwZ zOdCR<>Iw>k7Bt6g^46Dgo%uIQNnC>>_-F; z{MizYxzskU`r|Y@q{0596}Y5M>aX?aCPuZ@i$_YBc#87y)q6VrY%@L+gmRE4Lqv^D zPV!it#)PA}5Gc4b*!C&8h5~`ys+TQ@lO}nhZ^Z=e;Y&4&1J1wi;qbb#H>=tQ5Jf4X z8XF+ey61t_bsydhTT?_qw1qs}$Q}9WW8C}oJfAv?O~RSZL<>gW5m0CT55m&{MuL>J z3*~C%9%<{`+>CPt#Tk(5k~tX&1*z1hc>O`)F%P*Rng7?ziSX${$VvxtgEo6Z&Xj+luEW=q3x4Bc~YLlTaz;l z;{|>)ueHdAQ0!6evr!BsCEI}YwblKNGOzr!*1A4bk>~#FL`@V$pb3d{KXzSedHmYL z_BO?8=)`;7x<&A2%`Ax(X}S)C|jR% zls7RKwGLJBPGO)U6YGJwFZ!##28YqQMI2%p@2wCh3IZw4(suQrF>6?^Ttwmu?d&HJ z#_belc0#VYo7~bCLvJukUVSE`NuqM2PtX1wD(F=ZLq96Nl$xNp=%UZ2Y4$&usajom zZ5sE6=0~ElhHfK%xb9s7Xbe-+N zl^9z;hHg}r$oLU0H8?zUPDlUE;0+TF`vW;O<>#Ii#Pw;!?IkV#hnaX>%=g{;h*#np zak*7#IcYOxfMrugQsF1JG0R(Vxwhntr13&9S_4mctd4%DJhqcOj~=SdRgzpc##mmr zNHKf^I_NL&stSPqJ=PTs`q#6+1!MF=QiTv+lu$>gQ$C8qeh}0P|EICEr@^#Wv(g+w zuZ81`xiMRane5Zj?Hjy$;*9~Jh_Gc-z4RYyI7MwJg)_RTJtXNOc_Ru0s?(IbW(*MEFYYqqTqAh7ban(;mJn9GQ6_?{H!#YrjFBK~5Dt zSJ~icR$#8jgeyC7$jlC<*;-?J-jsQ}0*6T^OLhB#&aqValLb93(2^EdLKV6A<$VuZ z+J=+UN371w`?T9+wf0SU&sDow1JS+}^{gWuW~RlWa>4>q6)@y&WH_1*T|6S$)w%@F zp4>^(f~;6tci? zKcb{6?j45(?hoA>CDf9Of953V)$a$7s)E&Ht=8Slg&URR*1AvhS#@^n$JDnb{-)=d{l;YQX?edvE)=Zzo3ZLnRvWIU7 ztJ-{oUS;CT+I(4FWg({(gq=;EOB+YPC2hV@@M%q({_pJN@bqssdNmMO-PIxYT0UEx zwQumWa-@F+c$!U`JzUkNMhl4Z+ql)p;naY7C1_BIAJBP806WoBVdB`C?u+;s(KbKX zOgzzf<52w`zcWBJa%aZ*Lel^^>N4apCoNv1b(7wGv{1q!I!e> z0V0?;A%tKR%(7-&b69JyrnxOpBs6_~6z_zPL;STa1i=v6kvc&YrI&y96&-&*fn=MC zoZ>nkMXR&wp~+p5=C9thO5&Z;&9;8_BAf4mlSJWLm#}gnGwm|F(yzO(T0W}sC+ zmOZDT&qOw@R8cEG8BF+2?7fZOZ@KN9BP*t`OHwJ)byks8)0g3epVMl3>%$Hd+e(lO z=%=z9nVH>nR*4|>Ue{ES#T>jKB@&X~cG1v0UpK6S&2i=@D1aa02F2iBex39j*~ge` z_|lg)H@=HK)oRLfL~shMuC^a22ii?3_T;7e;8ze??I-(GmF?a|j6Ao#1Gb=MJTY^s zf2deyB0s{x#+fOopTxR zZBHfltGx0_f{suriRh)2tq!p|k|HuL9HDSo7DG%7`}7PuCE zxqQIP{f=qJk_302J^5*T1dyZ?yg9Vnur_Ahl05IoShcICH`Y;}s4AX^ z|2V8S@v^v$<(p3?L3P9JDc@d4&nQtF`D?#p|BsL@b;3tcDlRx*(~zdG2TV^=%Aw%C zEOxQEyx;1s?#KUR1^keAf_x$Wl%fI+%CU7&Jp06~T@u|li48jt?T{5;&34|V%qZvh zX{~SFediI!W1<9SH{0XH1^45`fA1>OttjR&QVC1E#DNH{D7e1b@I&-h8%qTAu@Rw+ zF$r=)`ZS@45urGZ@(@cK`wvPK@NWuW!ZJkN5Z-APAIM5Ekrn-s^ghR6_U4xA%~CbWnm6KYY9on&=HBL>jI32*z}%q* zwGJiuYZY>SaI9d~121SJZ{RJSMn}Jqz|6X?2D8Xo-=|*p&w+}cAk>|M?hRoKIfXb8 zi1CpF?a>3fF?9ba&h!Io#sgX&PY}5P7Ep~hy@2%Dzh+W^d7+3DB^NpCb1rPU6B2wZ zm*Ru6a3I~aQWv5WZ%WZ}6N-em`9nGATSl1=9{SE|OrSyMO4IufqWIG%t1&;wv`<%u zRdr}vLBc2whaZBP%C6LA7BhmPR!s#b(DGf1FeI% z(pIuve(B%7#DpmXQwZP#4IYLIUF?;!qb{b-&wXDBx%@$WH41ApcP6pXFuNEDWc}z= zfZ>BPA%1wN?FSw@y$JDkY;wH_^LA`Z#^9lFL!c4w_5c<5xHC}g&djU#XMDW2irtlu zZ%N+pi@i27=#=IpeMwl+Vz3k7&IXE!tFt46aWh74Df|APV^yRV*q=D$*PrMQaQ(@m z56O=Q9B)fXgcIlO_#M!NB3y+ljL;cEZw1kh5CbExDEE7Lzs4<{mIMw(MJ!dQ@RPp{ z^;X|3`fqjx_%6zS&e|$aZcI&hn!oHa%0>x7&;{h}Z%fgchs#`Q>j~w$gtf1zV}lPf z#<02(uXCpmj??#DV|M~lWWe_A_Jp<1U~x5pSlU&S+t0Bg=iM0N4uk3&5lk9)CcokA zi~15edM94^$ygvW-(4VeJ2d~klUo36;r@q{nQK@SuWl;!S=F#}b7I_0-&G<;$(Hxa zFT9&CM)*vr910vE>#FJU6HdXV>r4m@>=dhP-aPtUh7QylglQ%kd=>uq zX(nVQdDd{I)_(!Pd16@u#zRHyYXbE^oyeHjsB)qC*zK+joo>RYnrwJiv56mdWwu|z zBQqJHx4$FvJMixI+^mr7Ry29v>6JsZdu;KDLu8u3J_J@)utxhEDq#(#+G(zf?l2)L zMm$-@_&M(}qNVMM5g6PIDtem#1vB>Af1Mh3EM4D3qjpli8aC*?(;k~9`bdWQqH3s- z6p)|9*t6+A%e_w_W0{BMe(|N*eJEP?Wyi9JB?%%mcqv&6@6Z{dkbq(1e05jgpCDGx zbYeAkA0f&WSVj?del|fun!qAz}VRCz&aspkN@?4F>>_0fgG3?Ec z_H`54M2~IzCSq*WN`){wlOyk>9cT1gO48~iUTWM5E5musm03b2$C{)zjL6QV_dcTA zEQN0;a8L0HG&M9UO>$@qU>+~fYc)3)%yNi!3TA#rLOpt_RM0@<=@L2+t<@ zqD!}Ib;&_;dPEVB5F@o1lLdxKNWerr-gA6DK!YEE-f)9Iv^;d%3sI5E9ns=>d5CN!oJ{E8e zOAJ4Ias_0Jt8o<=vx)yLWJWnHv3x;9dNRe|gIUnQn7t;(BncMU`PAC@q-P337YaNk zW49Q+Dx~BI;JDsqZ`M!;-y@P!?(b*osJh>t8%4dB9F?~?D353z*}Lm1L=89Wg&(#u z=p_U5XkiGx&s$QHwS9*RaO4_CCyAjW4?s!D1+wyzL~Z@^N(>SxsE4e3+#pZ!r#MhO zYIKr68VvT#p`^R)vOHRlJG$39OuU2yFAMqpIANA}nqr8o;1`ZGC;aq0eH1arB0S_@9rV^V;|&;0FL=6;gAkOMm>@;pq-(?#*lbiVgz ze1!KC9%Zc|ocdxs9K#Y!I0`mEe$bJJe?f%(#FQ_d{-58s%fCZ*@M_WV3OtIWi?})}e`PYG z!cjsHR8fB3<@9Jz-6e$*da3X$OyZ0ViE;)jgo-$9G>SaIdwclt5z3gND22b+3-NWN z;TgT~l;`3os9_6HFEa6cC_M>`TqX5vg+()&~7J2Ri zs=&r);CXi${L+?JL2D;e)nMA%GyoFzrAlK``%b`(gN=oq7UF#(3WW(Aa|*8H&nin? zhQY^KKd=P*8_v6vkC?cBkcz55I_0{%r z(@F$Gz;6jHr4JGe3GVLe`27zJB8#V9Qf|J<)g(k18J(T~4tX`BL2G;EPwfCHl)Yvx z+e`3%jjVX&)T5{IX>VG-Mka6kFpa)l{S3kD6$SlfMdNCm4^6vjB`oWDHIoPmSNAT z+%E>uXPm>B4Oynp<&luAYk<12Fxdkb;#Q-dBE~%1AxQZ4t~4)JA6iDa<-O#Bo}xs&MC>WZc3H!A@0WAwsg+sr>?X; zmWX7o47%@|V%~jo4m0@cJgoA~%Ek}0e9-ocp;h<9M&*S=MGyCU&PlaKl_%kU&MzW= zqzLSPK~ryq1kB@tUWyItERC9?!sL4EE^sX2W~`PT^MX5)aT~d5oE6Iq&-MByxjJr( zEXx+^!9;SdRX6cB0|J`hsQb+>aHLq|y>E^Df_m9x)yv33T6TF=v^>RMEZgL~#%x{i zXAZ{K^g}{WRo#x<=uaJ_bTOt)bpp38)Qq2&a-`kIC(Y9Txox}=?6;Ikcd-N8@j>3vLsxvGSA1Dhx7GVzcUL}3S3bO1 z=Xt!FLs$3wC-?kM_u$|F47tz>f*l#GIRb$=_BSZIeCiO71th;28{DVmOP_&hOB0J8 zyr4Df`%aUxP~#An=}C;wi+{A(U+p6}w>ipZItd6*S7X7aXbZ+&-xSMG^GML?wZ-OS z1nAUTzQfNVb&i%uVPYZ|qn;6=hQ;a!L?2MceuO;F? zXH&RPC%_A_9N*jsCExtmx*t_;Qz5i(Eu~D z&UvDTJZV^5iJ{VjQ@UEm{q)sEUC`x7i(I$>$?4R#-7UNR1&OiY#Kl#GZLx=?!)H(I zNL{`jSm{@lOewI{Z%@X8062*faTOm?oqXiKau8VX)SD5w(f-PgP;LAJ#o**SRaof3SVRZEqr5 z!IMq}a6c}1m2@Tm4yNFKT7yJjQtKu)G(pA1Sya~!q$p*Axm}4o+MfyXwI$NNM}Wm8*Qd^0#;`E#=ci{zZdhwtQf>zDuVv-vj#i32gwJ}<^ImmO3sOYT$!YyeEiuyCR{ zNny-_cmbP5QMd9qz3N%STHL_&JZ-@QO~I)mH6kip3VmnfUm2aE=9j0$4OiMGuuBoK z^s6lf2AN=YuJ~8={?^i!{fP%Q2tSH1#CXbZDIPT$bto&u zP#zra8p=AfJ5j2H zuOpI*j<1qDh&%b$1*)%LAH3Y_Bd-fZ=kvYR(*BZ^O!6OZ=04YQGUQH;Q8VUDqup?f zIny-n8Y54=`pW^!w3ihGkY1iWQUE0&QIXRtsKd+J{dS@HtYT|jyRWq=l$A(P1B`T# z&o_k1ORgXR$3Y@?DxRD)x~TCCiI#A_e5dNhBdNv?gNHD0M@@TwZHc!p1#AMc5&L6RJa=v;Nlqk^q8?zh zS*&K3$eHBTBlPTl=_>5OZ5#8w>?iL!N`O`HCD^X!NEpgaEc6oeXeE7vVx>BDSiR94(PR4Hmnr%Z?KsjE?6~`4Q#kp&~K_|B*68Pg9^c+W1e~d_IYPU z-B0nK0v8{6^ty6~DlFn2iIEc?p*tabz5zN_Ap11uwSLr*SQNeIj&_mO$=v4{cG0HV zQm?BB#tubYx*c{BXmJCiyr12vpI4OACYYL2D~UK&VF_wp>`>crSUI99s)*XREc-7# z#)$&4)E1Z)tD~_u$UZ?65OFLJIvtJeXBM&99|l#|$liY$)9vH%V+V6hUBvUZ$+yUS zmSO%>AsZL<-H#B`g@ShP1;0Pe{zCwJdIjHT-GyNcw}YM$H?TA49-%ihHn$?*M*zb( zD$6Zs;FD!(bz4r$4@9wp+(q@8tf>UPsk<)nrOKL*3N-Ocv9TifILxJgR}j=+VWfmH zJqR!S6q3Ve>zQ{*bs+t?`}Ru67l~a(HjMGLPl5BF{qx)4hCm0v#5lGzC!2;L^&cNh z()c>LetgBM;OhiWUJ5S@9{$C!0W}l4Y`_OHB_sph0r=6}>c_h(Y7azx3T4A<+GesU&V{RiY zYapQ|uEvYJ&zeIXl5gbrT@ECkR$&~rVtxA6@1bU58Zk4J$;~-swp^`b3zgT-wN7yb z>SfV%5#~g3(>m-8W4DbVhlLe*cBnzX(H{_jZnut#hZ4Joi(!|pD9 z%6hx?R_kGR02b{*0oL_)oj2-oU_B@9pdh;8NJKTG|S!lPwa1APqZ#8 z(LTbMarU57yNoW}NyS|L{5@-c|iGH|XWRO>iZUqL+zfiY`Yz14Z zxawV>$^o1_P7<(#U$s`8qepv#V+fZe7?&md%t+U3W6zc)nr!j~YGd_kV_(L_T1`pU z>tcDIL34^nR8%g01CDmIJ=rg*hc)+I{7?Gfug7z*^H2KguVybzA+Hs8n^`X$S6wZy zrJw=5!!og&&HcIDrK)nO;62{IMEvYmfc7GT#f(yFmrx}_junT zM+Y{;$F+5klU9>ifF>P`bOjL%JoTySriN?ku-UG*}6WRkw%bUvqF6on}Xt4 z7Z$bBJFWfiKSMr2oZe@RO3LF?X(L)uVKPQ71m|-ZiwLtlTrYjDFL+#R^n0uvb~}Br zouX^=sGG`&MRa@z%8zSuOS`MI>s;1y5#|UQxX~vU_siw>OG}mJ!OYvpm8YQ%`o%z3 zr~q{@{5xg@Ev-ubDXm5x=InPYda%d#7WG@poQ+4k?%4Avhu_k;8PrnE0Mc=JT zpK;16UQ!T+&pylz$i#07bXTMKGzwh?oJ8#Z&=!WNX#jw(tc7&nViCH$KAKd_;7gIP@;aerh4YVA~}qDiUI z3$Ahf+Gy*BIbPW%YHzw~XS!-{+A;XWVW!yjTgZ(yYNY{cr9Udm9cg?$DCuF4`BBIu z(RoBf_iFkuDVtQ)Y_lrp3Y}#=-f%6eF?M;8}jq;Cb}zdgj#|kAK7& zEgPkHOAxAC|M!*weEd%*+=kf!t^h@wT_Z_Sn&xe4;i2~sAAHZNQ0&i~2(PonCHX{4 z?rS+wThY(Xg%AEAiiVm826wGX?h){8+}ZnaZ2nHm9v5}x!Sc##IQjT8u_#;yTmoz( zILg3D+tc1DfKfAB&#wsnGjO($?H+^Lc=pq;XAWmoT@c+nLeO=cvi&hL%m2&xRJP=F^p3^59nf}#+6<-_5(&mV z5WgG&lMK8bgJ=DW)!3?ZyO&EQmw+s-d^;r|{M{z+xB!}b1B(6-u?DJk&^ElP#P{!S zL>x2M%T7igacZta(%qntt8T6AXBXKLyE$kmkM9>{#1=;>VAD}8WBYmNGJd_bEP%CS z4&DA2JK&bx@%jS@0Z#iKkI|%70)gAOu2ARgp(7==w!&kn)tug~lJ%RPSE`e^j}B=u z4ZLB}ly$U66az5>9^bHu;YSu#6aEyZKS3p>3OR*l%;)Sn`u|fSdrp1Ka-TZ8+#jvt zDe9Wc@pbEY%>1nRWt`a6ugf)%EP|tyKXQl3KCn6B93fM~KJb8PbCb2N-jD^zXpqF>XTv>1Wx0Q5+~ z1Fl4{w;XD{@qOk%j$bq`TxSCLH_Dc|C6v(6GbKlLfIQP$^~E5QKXcYg6!&ZwhaA%qnCBT6S!AE5>%rss>+`Kah=AQfzkWW7svf zo>0LX+-GAJe~rVS(}=PUu#$JlEp^4FY5`flkWWEs`Nl_DL)10TvnqJH+*iOPgbkG% z`8@4(!FDEGa%yCK_;sCywzQ0PCQp5>n17eG4@?-3mDp-UZzcf{43FpVFosRUs1~Lt zmtyD~xo@|k=Ku&~Eq3Fk{(;nWpcCbKg&>IZs4y*tE@7v%l0cOj5Km%6Ikdpf_MGz^^6MZJbz&dx|eJ#c?u#llw?m#2lur0Ak;< zOulQ+q1~YwtkATx9&pn2sbMsS**ZAg+D$(ZoLfKs5TKh# z;i|T2Bg!JcrSZ$J|H}tefCYsTB|x|^Oe(xo*Ny5m$glqeQ_$Y z7^ONj-czq_oEK!3MLuziZQa3GA(;Rb`YLTZ4%arT?<5AqKHzdS&i21~-!9Tg!`xT- z7{P!N{RQVk6XnmfCvgoNIQddeibh3BDkKdm#V|&glK>MbvzK}tMh?`uo5`6xAD7_K zRgeuUD*k)-N+wWnQsIHfI8z@!eIZIlLz54$!jmOYf2c43wZ^_G^e<2Q&2!tf*0N?; z&Fj@N3gefvf=eAK4QBeG;8_IVM@D~up~uD3`;Rt@JT$rvWHX-Pm<&f^V@gMM)yqRDk3BK+BW_+GP zt7|=S{A>4+&cd%I-4mbHWloJfW4C=njvCzSj^A}x4)45%W){u!xkjHse8dx`6l1R; zM}38f6Ez7T@k7i@oX6Hdaa3BH8-WA$VcGaBXZ2w^6Rs9kJ!@fn!ma?H*N>e& zH9cdr&8X3D_IE0uEGwT5Dg#(1#OIRF=2Lb6MY3=PoK z*hCq_{ky2}JD2Nj$ixzXki9$Skwpna@q*GyKGuttq}|7o0}ryZSe1-_x1>Vg+leG3 zfNKq2Sh>%ye&OTTEd%$yv^9PaGI7Oc$z@z6O0=U905Yr6^k?F1ydvb6IIMYoRUDQg zoG!faRb z@~eJXjFOs%3>VtB@(yP545 z3r%ipj$onRRHOJ?CIso9$Z`wPw8ONW=8dV(C*w>lHI0w1+O}Sgdd!82K=81{E6{GB zb+(V34|Yv#>E$7BP4!;Dhqx7Sue&^} z$7*H(vY{6NfY~2^@J4wihVFvcWszLh=@bnwRgT3=bltNMgFX;DTW?NAqPM8_wMRsG z;$WlktW9r=F5wJ z=mCo+cz>pv&}+P>x7e}q01wf^x=1PGy>J`4et1gjJrpR0J? z)4w}TMTJ=Oi7wWv@IL)HjSQ@Zez#e0>=RHAiq;9SFvu-hGiQpTxdv|P-jMaRF0Fo> z7x-4O$>PlzI-1Pbe;_80S#Ciz;d9Y>Z}F0>(bfnyNE{ljZ#X_{Nq)a*6c~wY3gwK=(u}Dt^zEhJ4#GJ|4-*D+< zH~#qmO6t$e^!y9D@#{s$b%gG3friSv2&VQ5o!um24=`P*I|!m#Dggur%L(2NCl8Wa zMcbmw^XWSdhXG%W-DVN{+KWO>LFQC&25B=nNvtR-triQ^^+)~30hlcCZQMazMegXWg`m*Z zBydgOcLHuKYqnouNNIKpmg^bQ*66B~cU5BUth#-;GePy}!o)r7pt5_jby^O5e0#j* zuW{ffskR0i-8)qakf3@Y$tl`BDc0#gc#F|WIVL8&9>-d(>Xuh2qw}-r07LRp`7?T4 zqs74W2eCipq4>@p$hh+b`#l;>T93PJ1p+h$$xThU$xW_y(u(4~Iv0cN?G>9@mHL{(yg2zfKxWeDf3`h(wW3r6N!`QV>48y8O& zTl}tm#8muKg+=~hFfMD~?>)AS7c%L@?TnuYSLOVUVuYtYqZia}aD_ z6PBPBi)krU)+G=9iU6v*bulYadL4Z@peV9gGU#-sPkgBsp+chFoX&u~KmRMrJ;P9u zV(YM@!{X?_LhIPC`TQ*am6i;rp1=fqUs`tCt#cQ8aCSzdTq%9F_>e;ukeW6K#0gIJ zpMRHy!| zOyce#~NeL0snPmH$OMlWL0vvYCSB0deBYs^6laAQ5Q^} zXb!5W{iS-@0On<(3vnOd>(yWanGfS^>7DNk?uh@94dJf8Buvlf{-;$(bzA4a8%dNe z!st~(=;baA3FKJB0$L=AHB<|d0V;ah1@gG79aLQgQu(2IwlTa@!{qnE(23A&r~mX^ zc-5K=dy+vJ=tY)1d_=$CuC<-|1qW(uD$&k*97KR73YOd-G9bxk0kFrEKQ$ng#$?$i z6#Aa7gLRLwx`?#V-+M4z7h-x(oUCpW(gmi3qzV^b`l=pYkSQ6uuM&BYEvI90*flO zmJ_knX7SZ#de7y!?0@wbS3vhS%7;lk63cSs}SL?D9`AhBNM#!M4&=zG!)fN?Hg@$^YBBYiZUxKc_f^tgDGeOF zG7M8^PZKvrm3v>0KMUW50hHS1pEbqlZ`SG8Uf%!STw4&mu=@&tn;%}`6xXB`7asp3 zl=d`q)EFjz50MEK|mwSFuBswWs4B{PXcxq%b+Y|9l1j* zc|80u`*XiyIsSRjsWnI;@ROMTlIPKz&EWR8u9UYF0^n ztl7UbuGsLNoz17^*E+>=4a9O;R@OeqMy2j^X{Q-u&`<9%`wkDD_ZRxF@r2{XQl<-) z;$R7wj#u^{Y=qoMlAEj2rE^GWlwydHYxLqvYOwc*P(J*x@R_3MD4tE8R&^Y^$#NRJ&9&+1)6a#`#I~QMbxbh9rJE= zcse2nN!3F|*Cjb3a|Kc}frTr)z1Rbh!rv$g2v?pb<}^Z(yCj z7ls*S5vf16HBlQj&iB)*p|tI9wGYU&AY#QjxWa=-^_7pzI+E8nZ)85=y6(it{&|{# zgG?V0KlVSY=hlTDY+x7Id+?WCy^mfL<_?dV-b_QNHjROPl#jmF&~WglN4Em9pvrdA z2dTIZ7Jlv;hm1XuE8GOLoI-SeLF$B_GXE@ju^Icn)P;9oN5Vz_Vgh(i^Q?LbWdZdOUL($fGO;OU>{{nHxhm_{PTY8=D)XQplV$;WB-ZD-GbXSGax(r9NleiIyT;=-0``U?Q7g~Ela7@uOb@} z;Z*5_75UCwQe4*-vhelOHbi7Tzte@@qwSWGIN0u%pou%&uGQ3(aNB=_8h>Etgv7zY zbF;-e8!O1D`9Mi7tx0F)T6eoXk>#%fBl8gwlLxTng9rikE*LV-(ze_4CQW|SHa#t3 zv!q7At4fWf4;JD1m=ebS zFcRl#uU8H!S%mTWewlNyC~?#_(u6tZz!@go(Plt%E^Zd1Cn;7{I~LRho+^i=E#zD{kv>Em|RZasu)tOIu0QeXkuTD_AIP zL*7geHR_Gb zJ^b1;1k2>H2vziXRfB^2CZ>S3PbCvnHg+*%d4J&XVi-dWm*ik8RI)s0^+5$3~Fd!TYTs`&k5F zyjejN{*`9>>nF(P^N`w4YLJAuwnQSgQgGKtIdH%=G3NzaBRU<4#f7C}{r<6P3REi{ zz(<$s!LB5RXEI3h0vY=t4W=GjH*CH8x(!jlhCXKAar#vIK*LWru66wV8BA#j^Gon0 zRxAwDF7+`+?YgiCr{7=!ob)a;gA~2p&_O;*R>NZaDm4{4Fz5 zW1j^}B8C4r5dt{>Nm?%1&s_ga^rl7O87n&+=?wXphrUDw$?!h49WQ?onSS?P;&44<6Jx zk6Y3n48`xDwZoVch!7a)R+r<-i2ts?#p?DZ$CZ>8zb|3%#&Pgw(|4}y(d5Ua^fy|` zLD;Y-R*+!v!O}D9pkWgu2WgX?)a`S@J5~Qh;tWCw$tEN8eHD3@I5z{<(b5_3IZb~f zcqoGQ@qUt;PLZ`bcu!K(4MeYMD51Q)LmV6=JzyBA8l z2o7?iRWEUnvLc4jsO1r=*h$+ke|QjV7XDR%meE*GT95FxAJcYY zF+@doj`E{MdB9tHKD$w+p)(XbN-*&KH@20$-^kV1BD1M#;474(XB!)q%IcQJFaJ(8 zE7qThl20Ttxw@Bw>3r^r`4)}>Wo#T)0V*XX=G4fGu?d z0u>9oe00UVI2i&aOn2A%Qnzc5-H*4TUou;jsj|-<^%_qF<*Rbs8{}6Rh(MWP!N$6B zO5XR3tzT=Wtml)FAD_x16ss@3I{+vK1d(bg!0;&zeLhAxDZ4zznMx>yVFu8KL2^kt zi9buDl5r+O5m1)l>D&UnWq(M{ii74p?3N_|f+Qo3W*;%-Z>O^)mK+VA+_&Zc6KSj$ z9rSr2+ar)?A6aJcZAP1M;`j|yHgi$euc%z+Y1iKv%&oPa$|w@r5~g&+@?w8i z{A?60utV7mnH)N}EQ6D1Cd$Xk$44U4eUqsJbr-N}wn`===q z#mIu~$BVa=1ho-1cPIj}0ZgJeHn4a`$tqY!_5)gdE!TQ~dXSBSo?@3OdG ziYL8O>f=DAtio5YbtSH}yWP2; z^SrMOt)oRFHqilSm7pt?0sD?B9cN1~Be2$de_=v41MQXLkxK)bVILOmgu{tnB*7`e zn4b9^Tgd|qc>?XFyT~KeYrWiPz*X%S!6H8~N|1VQaj>FGKaIq3-Y(^T1jLM%X=;{8 zb?{dz(bvL?Ad(M0CS+Kj|4sa7b0yW_#RB&}@PB%k@lP(L{R~qrmwsEDI`Kf=5u()! z#~PGhD`EjGCBMsgaxgWgHFe*WtHqTi$-;b23die;YTrUvg(>1hvVf)u@*RZ@&nl&# z5vU5eIA2QET^~iiCI?E_#jP7i+YVe}U72x}#}~H!d@p_5+IP|D22Y7>7glufQ!1FH zK-N(cg|>yGH?8XELQ=igyoC1-nuA?NYlaH_?Xq}~oK(Tn(8r2>6}*2i$`WXIN^vRk z1b!#)Oe@a?fJCBbWb?FYTP`j?H^;c?M7wpl+6IY8)5*T)LB^}#d9Tu68=8*7;;uPJ z#h?*ot;xyYdJ$^-o}zy+;%?_3At|l=>&jm}E>POGeQiu|p}JSvf^FTMbo?O@_e3Xt z=**bfzk@oWro}#b{iq;0FF5?(=sS=~q$~E}oiS*YDk8<;z2wd>o156y`a}FoARB9q ziJ^Aa=YFcNIW~-zHl`OkVdB1QKd_7J#=s;~lp3@=BDQa42}@nL&u z);7~qh3O=M*fI827O8N)TnDI1p0agYTwf#>D zipr6VW)njyH_R$Sbf*hh7a(vFXKto#lrU$I+(i)g2`0q{>+=yGHO4fZ@$pIhk12$?c5L;JvwWXVf=EZS2l1xOJm-NX1CG|BGAtN8h{3 zd1wjqk3EROt|rhTPz5-?w{ChwszDQN0z+H3J<1`-Fg!>G6J#}c8iExXXcO}-^Xt5N zuk|j5B96st9?T+_6xzT3fFzgqiv;#y&Ta0Dk9F)VwS_hGd%SV(%jCJs#{7J1WmJ=1 zpcSaJl3|S_vrY~U;ew@O_}haB7o=OgbRO*I5T3Q!yS7>rP#L>oNO4rfwNp$$zpQ9h zZXJ!z1^(3qoAK|nt&;4;c8FzRrb&8F689={+xrBVzN1It{va48^M)QPu7TahNvOd} zO=hV85=zZk*UOZ$3Le$lRnE=CAX=aV#UL=rE<1!X|6&ot68YpR#ZBvJVThR=XH(jX zYn$;Ife91?{fM?cTqmiqg-ZT*GB*=+s)*(qc;d-u3}Hg!3P;#Y#1ey5oX&+ZW_e>T zbAt4o^$hjhR0CNddf+lthClmAj$w6dyf2=m5~O(ZcD^h>N8n5Nf(!!USDPTDEhIdL>rW~W4YhXtb_sqZobh{sy-)-Z7i2IdT)=6mr~ z5x%4OTuZHO{yzmx)>Xmu^f&@!;EZ5{?bowx# zePd1kkv%GCMrZCTX+0e9oG7_Ch*Lf&fG02U>lJ^e{%D^Fq0~xfWFTku?#0}*Z-8eD zsAA^2QRVjFnTK#hlZPC~8hWdD$^r zB5FiTz3k~1yox*GN~bfp83j`k9NaliWJ+kc%8|oyn&90Kx@n}j%=GCL`0c?q7cT0U z-B>60R)$`vXkEc%S?DPvxfUpEW50A9b}37srgVXo^B~MAFWze&E#Q}hc;<|%Cz7q?3MZPb8v_Dq6L$dq@=_}bE z45v7|Zik=rN1mdT(mQ#^o@_=Xe{y!6BtJOPUQzQ-c+7B$=0MjldpqHeb?@x8ocGks zdSyL`p=ZCz9-R6Bd!eFaHHk+t;gy9Ym+VE#ZvR|8o<}Yan16z zkzIPTi5upG`zC|qvt)8;DaI$Q_quSO8Drk8G9kRop}g}sh46L~O>+NV;j!X^4zSaD z*E5&rxRRp_bZpRQsV8>X=$n%d4MiPtFXVt*Ap?i4<$ogNb4tax39uB>SjK{i?yueo zAY-`3>b_AMXQ$$QYep+VN-e*L&K2&18#j!qWb4-yus+5C_^awnKEgg*S=hT1a6J5s zl%VFnLus~*z%XPYkXx`2^-j6lUH(t20*6_>m@cqQ6y!zYWEi|g{3xMXdC$B)rC z3}GWN{X4FSkTjk?P%f`uqDdN?gfxfMo__TOQO_ZrEt6lV&+|8NPvd1_1^l24{HYk- z=abs!i|y3831iic*m9Dj>AGe?;4B`!9eG6;c|ixg#^k5su9`U%bD3)o2-wP7eKsK` zsm_|@?lyRm1AsR8Tl#8g$QOsWfR?S=vM_^M@65A?h_c}0A(kA1R+O-i{AB+VW8vkE zj+R>PxO-{-eL~+op`)qkKI2o|tw@vwM^Hp520F;PH6)}|X4AUyF63X3jD5G&kc_}C zxt7P)L0}Nwk-Ji$DaZVTLhl@FVLLe0NaVlw2=&GCKj$*owC4AHCr1ggZYJ`-=;RZ{ zZbNm2E$-Pxz@idse8WqL%q3g$p%B_&x`oMtLaWZmF09{qCWaUB??R8LVC=*Ws}Z&* z_524g=~o8e#>W^YV(~DXoFz4=d7_c6ig_7-+sA$T2Q1Cm-z#DS{yk@(`Ap!a-p6^! z)Df<)4M-N`oI@jnNm!=c-H_kia}&sKK*4!Few<~ugNlWR7G+v3hltvXD#I0=fMv+! z2u2&oN=;4K8{_~)BAg}@D=d!B?w#2z!RH&uGBb+YcYSi6QJ_PHvtPN7#q6e00 z4ks!Wwhb2erHgM9lCp;VWzbKuosr}L&A)TTuqLPf6W^^vMC_;UFm9*;J^7t{eYZqY zK+j!_M@i+rU!`@~9#2XJ9q@BJW6Nd}{z=weJMoS4{;JSPuo`;eir(yo-n=Kga7^Y9 zgdU^u=+ka=_~p}_L=AmP;5*E)C!DM@^da3v=IB7GCBC==e^X5UShkIyB|U-IEU@d{ zYjXHJ^))q8de_9vSQvxL z+X`2Sm9_UdR*Wl2UeZY$dU3>sjQw-1lupi{8F@v+WX5M+YTaB;Yu!!G$>!s68jnu{ zKkG&L7ME0H&J+OGJ|ClT!|K9YcxJX(zWTKn+9`qvakYX)#Er4Y&zg9NJAC|ikr$`M zX_z$211NVXurkFDo1LCU_4&>PfvAk;+(n9%r5@gU++lBk8}>zXVd7IrWq~ z*eB=j(|b;_JW_YOu}fr1KeP+SkTsubuF)InKtF`F=#E;OYCZ!kXN}Zly;9wK(<}p7 zi;m%D=ldf3pWp{bFR&>XUA}RD8fVM)*`NNiu+mhljU{b zlpKh^x1%?AfNV??>jZwC4_I5= zp7*vZ?rm4@+p^H+i0HTI%QvV~MQC53FyAC(I(+P`tU^F~$ofBdbVNP|{4%l@XH%cG zWyATeaZ)O!7@)Nb9KNrLpj#=Y5B>%(s9W>-w(^^b=;jZ{J5qu?QOA7uezLChW6DBK z_vj?atardpV&GbyeWIi;RO;2F0b{1D@$=w^>&Z)8Fonc?WcY8?rJwNw+U1+yT?9zI z`q*ps-yy?C3El!^SAsh}yc6|iaH@SrqHgWZ-z3eOFACa#H#=>>A|yA8 zhTxG)*L-#8j(Di<^;iO&Lu$0s_E^JS&9w9JHD4E&32mUh$KrR-7(epB6Jg*?OL2u= zu~@C@j7r;Yp-4oJRyl!@&y{P-S8BgSOmga%HSB!>?#ZSDejtBD@9q) zKUtAqeIFO4sJkF%bvNi9*KD+YMV>Kw&t!pw=?}-iA@Gs08CDXmzx_r1O1wT3a9Eu} zeX-nXua0W{-}FOzyFPEv^?-rAO0->48`W~YDfNrUc2cyZ=2Xw#js zZDw2HgbV7`A&OjWP1|S!>!@Yeb(2i=to7}#eTD!lx8_~L8!NcVLmTi9&exWRWveYE z5~-bmVqn!XdilOB2IuTyHV;vwpudOL%PVE%1%HnGkAj#k_dvf9H`XeUHsi<5+J%^bz1WXzWDS^aoT!CCKv28+PXz)x+vw9m{$TqN-u50$5Erl zjK&o@j)8WZHB23LG6z~vBcLrk=+-#u0mUYmi4RZR!%pXpji_QVqX=eDhNDB7@k5H@ z9=z53o4AsH*et$j2Xs|FE&{L~;)1q~&#}M~)U2{Jd8IOjS(5u3@$kTh|Dt{*pnX(5 z`4f8osF?I_AQSmu|3!^&>=VF4yM!)HD=e&7vDG8l)kE1&z~tTs7BSL*b!ZE@F3P2# zdW#^|OKIp(cD!J>$jjaa zyIL-t3y$K!**D%w5?l38D#}W`UZzZ-I%qFp)hW&HzIpcGxqzf4714`0?DTONDYOat zh`_(&^w*+$6ka^i_j=e9`IPA};ypZ{=TyD8X0s7r-=1{7Jl*D_nDpAMYL8ExHsTsu z@~gZ_*?P7h66JPN2vB*E0pI6~1gwGAuTs;6*B>r@CW@z0c-Gl*)y_p<}D;19-d>$h98cb(WcCMa5|HqtlKZ zvJVi|&*r>C|5C)5@b$I9z*#gi(x04ronHe91$^Q`m zHCAqqafy|@L4KVioSas&4q%~s?ai(6syRNv{WrhX|MYV>r(w-#s*^%7d|=TFjNT`P zU6Nu$r*RUcP#xS2iweZwXdoh{z`eAEuor0%+TKzOUTH#wa)0k&lVU)yrqQpnB=#Q0&Cix0cqm6QUta6zquF$JG#>QPf7e)!KgPmf1SFcEECZ^eEP#NWe zzdP%Y9*Pz30rht?$RyP^%O0dcb&3_>`8P3I0_ug*52q>3god5EtgMEIIZlA%9Avy8 ziJiww`%=dK874^Ca}E)-V>1rj_?o55iV*$RWgvunes9XV>GzRJ1m&T9R-@zrjdSD< zjgz_y+WolctCF~s0!7L}QkG~TYDEwoY;ed_<;$Gc6U4q^J0nObUo;_1=|%!5^dmZy zs3@bz)g$rsxfIx>&M1yBMVT$cX;BWniY_tjRltd%za3}dOq{fee)w97p(jig(Y^Peog{95tQ=1Nn96_8tjRBwU|C7m2?S!UyZhGuHou6J4I&`m#^o!w9sB`GPrDKBee8#@z zoQTW6rGYK!L2|i!N5ORM;gizS1N?4YR`ypu8p%-Hq80r&vE4)PSBB$>shns9sZi&F z?Y5LH`Y*O&Xj@KCIqhHnEMX>jOJiA7P>IFzO?8>)+EkXZN$!_wHUllJpapG^+#OVvQNVJ3iS3V^wfQIZKA6@60Y+ zKJ-yhF>wxcrlL3wg9S>3Hc>NXFl0-cqg}#PI=zI3Bbe%^r`wIamfk66m7pN5pdk0Z zum0y(2Ag{=^rBsaqFn-_HFBrfS1S)w6JO7-tH*tVelDk4mvdRSP7fIC?75~tg|tZu zO<8)c2(@ti;8#OF*8Z_V)-=YCg{Oyb`hn$rM9Pj_jgeP{(XGr0XF`~ibm+VH|8BQ| zGA{uwn^^{SUd?zs!x!#oX>+ zn))~8#{jU&DP#w1vitW%lvDms`=~7#KX{DIy~C>1xqci>x;V23ZF?eoESoBQIQDbr zgxg2Q^RJy~80}7|gXc;rNTWVJno_#}u^s^%7ux6CqB?@m0hfYqJbpx+Y{p(%du@jVW|S}4dJa>|8= zivK}EgP~Uh;a3DIlm9whR&Fd_2aSG*;5sDO?bbL9cM04<4@d#o+0<@s3cZgPi37hL zoNheUD}3~v|45LPLv-WImQ@KM!#Ds_9w=SU89x?M(M|udtqPnVV?)k&Z^c}xhAgXM zx_Uobk$h|2U;bWk?Nc*))9-6E1sblC%l4{wbIPWUm^9E2JVY4fJ;y=h0a)oan9$XF z>~|#FUTUGHO!bHVd0+5RNePi}!%;XQ==d}a;`KPxBM?)QlF2iHlA%tMWXTCwy|_wH zlY^5ukC({yK4|Y5%7jKdxKe$BEsY5Qq3qa4Omk{+SwZ+ysJD%1z z#GbL~NuN>!{EW+gIrH4rCw58H)X-o5G_ly^oewA?HS%r3Ew zK`S2kolM510OV}&2%Kd3r*oVFJs3jHtdVD4Z{1wbF1GMfU&xdf!~01lh$Etp{kIVv zeLy7J&N~2C(5OiVC-GgAJDkF?NMEs%yiGd6LMt96;S<~s7P#hi zHA3PoC@}fXLIYcyWXrAof$u-M7vJ+;M8U5MQ;Xp{EMu)*Ngd(k;_erZL4vv#3l!VOL`0_Tp3>@8sqk?8u@&QPn0qB9F5QEf1! z?$fDH#*1zV&|f4@3iKRC<$l5%L4!*gyqj=WMypQ$t7V=mUNh-`pl|VPpGRJ={BLE5 zpv`fSUhQ(FvVT=k?=paOa#*4?m+Mfinvbptl`+0=bRh|66f8;;~jf@XeI}iD{a% z6VGH!{q4HlwW&S%SJ7$wY`NYVRJVWNs{?KQ@;vKOVLQAX`5s(Itz}6o95SZsNrAYEPy!{!qbbJTyh-v>OWQ82x{5&CAaCa$=%MXcpfTzJ#=$Q1= z&GYoh;~}$xngZmdW03)J3e%ut>Hn}ztlf5`HOS1s?X=JB6r?mMEReOZezjqq5b=nv z$9Jh6KpZdU6hO>H54440o&l*siBa)>TbMLmirskV-a?)^uU=3;IHzC?WqiD|V+=xX z?b0~{(OPU4Y*ATQ9SvJO5is*^K>YCu`kh1X>1|f+k95Qz%kI6WR@h#A1+_ow{99IE zn}SVA$_EJ|eanUf5LE_4So+4YZvZI$WbAG$%$IP=?x&%E0NI1GCtNoNiyy=F5P z2_m9S>vj!3{!q#^gmkDt)X7C&*3>p8;%xXT`+rC*G(GXRpjE9{Z{7<3Ft3vb=d0^3 zuK&<2MaQ}O%@HAtJ&0L@jw)~;!JvPlp-o6=jVv8V|I)oKM~J5`A_?*t=T)Vd+`;ty zFRQ?#S6=qIL&Xlz`;be(T;gI_ik-h181g>}F=U4staFYFeZZ_6nAFI9hAyi+6cO)6 z8wD4%;(=*cd8H_=P@tgj-X5cZ%*s?;;NS;ZfX@m&$lmRt z#NzVK{&b^-rEPAskrVXjuW!<@-C!{?^rPLY)7Z{<>=@L2^ldRCh1P^eK^t6Qs4MFw zWKWtis&QL1WIspo^KnXuzF3SMhJ@>t7G7tyKkny#uQyNz)uE>MKX&n%qMb*wevX$A z?c8m)oC~Y%KC&~bA#|oKGPLh(Wf?c|lOcEFJ1y7IB(ELAw1v_PM$2#|?U%1`GpLr0 zx^ftfFRFkg{7>2E>c7*9I44MExVdTwMu;45(B{z;tbFHT8wja^WO0VfaU^9;bX8Vy zBubP{gTs#K(yVaxfSYcn;+I4Yu}N=Wgawx*r!^ySJED`Z!Fbu^;p$j!=G*aToUiuY zpy!Xm8mIO>R|_0|yCKjgc@Je7-PtRLC#H(V(TxD9cIe?CB^3DgaC|v|jzGtY|9Ib+ z9~v6SCqx7HO~HJ@k9?2^h_P1lYP-Gfq-NJnqp}5(qHLBng%Q-3YyQ(03pv744896J zYK&p--Z%BkyD%>#Y;ItCn&P0yVwtrq55!_n!!3KIjT_!5(kk-0aB0 z`bh)KRNY`@)o5T>1ow!}O_@r>XpdR_#Dc>z3y>MRSK|Hs!?0LAe<;U+=A;}fMCIb|8NZs_m+@<)vJ0{uWD+Uokf8N3sd*l&+ZhNJ(pw@4oCL^Y7kk+*Xr3GfKtx7IG z_QI;rG~t$;Uvq~ina%0_^jTdQ#p9!6A)0F<-Wf9aJ&6JZ+Gx<|_e=KT zfwJ>e?W7^EG}V6$SlFC#>%471v4l6k>{?V^6(FUBx(VG~i;zDwOs%Sl|NR0T+&Q)t zB!BSF!3g}db6lK@5y&Ha=K*VynvNR#ZNgIn5z<~<7&Il>)EQyYhij9Sq>F3+`Tj@o zwm!QmvpNJHJB8>^*izOAc)&E{b-wMEP0N=^{V0LJ{;*0bt}&aQEtZUa-u2-q6vTK` zejB4o=tsx>4<=WwJnIEE?|JCeoyPblM9Ew+UJOUf16)nVVIzO@{~${Z z&+*?^>DFGfcg^k_9`V#hKRscX?)|cxF^<*mX0f_nSm(_CUO< zl7gep`1u2H`&R7QNX(gIlOQhLF3?S#^4kWtYwjP1_UV`*_L8(KYT9C`mR4Z@SoU%`0yeTZ2Ar7Kd&u99qc^0}_kI(j(HD>H4}H^GyyE zTE4oy=4mK%!DIiW*g6jtR6iP`Q(Hm74DV16ij)_4E`DM^4kAC-ZPS-!K6EVkow0s6za-OCjKz4d}=^n;#2jfbP>tyM>W@h%>(T9Rk)n+uq zIG_Iq@DRc)80lZQLEkg9y=H?-l%j#y1NXAlOJ{-jGr4`c~90gDSvau4 ziRsb}rN!#6REJ-l{xmWtki-4{YEl{Z>s22V>Ow97mqM%oSoM(g#N(tNyu}X3AMW@B znNom{pYyJZrm9JAKgAIb#QkR^tj+TFgTqiK^_1^X@qnCymRNm^H@NOo&39&~(=(N# zY!X`6QMAr%5=}5;2&3CzM*ibWcjS;riNvLsncrT0Jg}soREN!|!Q88=TT5({K`i_M zGWVKMFcyxXmC%IedeMplw5U`(&Sst=lLTrsr4pLqZPp?ee@C%0f45D4)e22d?Mkg} zDTfI!2O-YkR|NRH{-(9Hp1H@A`)LpAnR z=KWkGZ%vLKLhgBW;!ev)G|SkOP*wV*bGmHAYD40?{J?BMiUBfA+t?i{rBTy&tjuAR zv1itvSqr-Yrn-akI)n4NgEiCK9Oae`)7(|%w2#wtgy<}nFm>P?TH0<(5@k?gOgvgG zaa^!8f9U;+?@mnnmC0>%c&z3ca`9q*0|CTXj}knt>^Rs0wn5ukt*mJ}6 zv{nq~mM=bW(dZS2>PMKmi`EC|B&$Vs_==a0-{@B^LmmDE=-|~y8frY~@r+9z0E6~w zECrdb0!a~HT9Kpc!=1=T1>U`Kj%$J1wWxV3DBR_~(IznCgCnk0^bI|;M#1KTOLl8b zW*&KAQ%?N*X+B}(5Hl|uD%;k(ai-NMMxr;|@^wgeis2fhR z4whzu=BnFgaZ$I#9p~n(NqV;o!wotkh(xJ}k;y~nj2MMzFCE>PG@qXoU)sbB|KiME zdy`kPQjYDxN^9N*YJk`WZFFA+r62Y5{F9g4+Q|#HAQy%QKsEM1Z=F;4(Tlfpdmfwh z9P#g~9sJ?qm%SE5L^^@nRQ-GcEm7$@Thec9IfnTtRSE+^8<*xpBaC%{0i;kn+53uI zmt-|D?7%$#<3GgsENj~wk*vA~*Z!Lqar~e!t}(ggkoEoRcvmE-qyM1fd$F75HN3-% zW>FRWFEEO16^T+XW}!m1A=oWaL8Oi5;h946W`6~I{ncTe%|As}o#yE~ zqkr~O^)jYaf5TVOqp zhYOO^9@74y>*f;n#`xYMOvHQ%7Us<#;N!hMX!YRdz24hKN;$Knhm&=DIM6+N_t4Q+ zOBTZVw<;sIb;wp&0VI)EC^>W!rtOwe6uPfMy}IToTJcECL5jMSkJ>69q~@ zUUd8-2|P(2s3J2yA@notrC)s=yEOCe9lpq@WfPy#j&sHZUpt*YdShr3+$z7FqmLlc z)EB;XZiYrwsGiwMao4#gsK}wXZm!k$0;yVs&3tbQ$&g=Di;+M93AJ}d`M4ySiO`UL z6Oc|TI=TG(Hq3o5`IM-co3A{To-ZS%(fkNZ7;%CyX-3-an`)@k@)+k=wY~G&`l{un zG;!bGnpDr1#w@3>=AN$#bB|fudi>~w8C+6VZ^7J70_`6-b%C`HYyjP}z>ce~ zSFqV~Sow8VE6meGepG@?Q~XQ4V_IoRN7s=btH<~Y@ZBv7X}it(#hv;{`906*<`?~6 zob^V5>HPue{ekJz0qK8EM=K7#=vQ}*IdqNfc8%STKLlHkR!q$Ie;}s3ZaazSDtMFP zx3PnTyTz_OvEtinc5?hys|DCNN=N_~g$4cWz4dzxK(AW~{U^8-hH*WMFW2x%zofa$ z+bk*fQI-kk-VmM(k;;ELa{+rjpu59)(g8ewsi}_H`Q&8&R>N%cDnC)!o00#(>l(JS z51K~*ad4aygDT7<{V*Iw%Vw`fhAx9`?&C5T-ywP61_o4q*G$^7)#hR~uwCe<&A}P7 zT4x(fDjqXcxZ4bSAAMj*)8Ka-n4{C_bUnIZn|IfU_@6oX=!3G3mqSLFy-72>c1G56 z(tL&i`Uq=XJ?_?!a(uB*<)Gd#kr!YKME-?!lBxIwJLmz>s;+kKC|pK+R+eD5Aim$@ zCalWuyq+~<$WiqmsN%?FuwCQ0*#$Eqzm7}CAfI<&AvMg+* z=GZEznX;F))Fws$dxJvVBMZD+mGkva&z8s05s9?at`)2^9dt}TV}c;Ew;yVZ6Tr18 z>nTg6_n`x^A@#JY`*K9WJi>n)sjy^3DY~s}&m1;}LQy>}Alzs)eUJ1%ua`x18fbvh zl~3W73rN6zv(Hk1pm_rPZ&70Rt27<86y=-3RDy$jh)QmT9k=sg1-?rEwhm?z>-4;>0TC89re{Id zH&8Hr!)HkOJABJDnN6`V4;PoW^4HVDyo4-1VJ^mx8$)QnQu_m%I@>#0A@w4@;;8QC zQs=6V#j#D-dg?h^AkK!7nLck~V>0!s7vX(FnS~jSgqvfN zPgAaF!Kl7I&%KB%)$|ZcY>_MRY{2pC?NC zi8)y5kD+H|xNBMvit3vP)fg0%uaD;hOzIVG8Y z?t7c@XBd~V44Dx&h|R@_lYcmGKtlUQ#jIVauh6VMh?$lkhV@-%hQ*k_7f-m%*Y}`F z_%dRjW*^CFqpsjnVjek65uS4dhmi894k_n+r`cGd{oDRO9a<}oun(i5`^r=0KAj)W zxL{$ofa+lWaC8Ved^p;Ayc`0W#NScZlRzFA<7J>5toSf6r6@}Qzf!Lg@j>y_AJaH% z3^sh9y9nDUzca0?o=7jcVYZi8Blxu8#i2iBYc6W|LrH!F?JW>BJ)Xr$zu|BHofh+_%+`<) z;32W(jn|+9L$WK={CL$K9m)R|CacAo6yN=VjC}dOQG(A9U@M{y_WZ; zsnCOJNR6S%6*@?b4^1^%Tm=tm=Q^-*;t(AVg@Bbe%}>B zWWp<1*}kEO)`jLmVW8r052oqAFNfB`ZlIW?!Ng%8I zz_Z2}7Wol~@nqG_1t8|Y>;<~CDBLnb5f!#K38h zxgtk?=J>6$p)>5AXT-()YoN(l{Q74_<|_vondIHM=rHG^FR%d7^n&Bg^?W6$F5v2NTmjE;q_0JL@&;y>DJY(d~&`d(3Y~W z8*_t)hY0+^+QUF4E?f*vcYa(OT_)47vlLO)`2vWiU#mU7%#1I3Txr^RXz`he7u9a^ zTu|CJW1hrGMALK!(36NbO9BoieJ%NqoxC!^Ykeouw8U=eUpP^*Iw9 z*b1`Uu`#*yGmN_(G-iV>VR`f0EMvPAGz+0NhWDUyPEm|-0z|wI)d1YUCS(re8W-b9{FJt~G6Q(vTr)X%PlkuEz#EkpkwuV=iIrFIFdN4rh)Z0Y;Uus zMZ#MR9;PP)Fpo@XNeLFfrIxjbam3Hq-ix3_x#DAe&F5K7RdN;j^Rs5|)k)g(9BonL zsJBKh1?-p~VS_u-HQL$mt`H0yWGRdnLfp}gg?@B2*^XH;j)l@aKUxO3suG^`z)rWA zi9@FV1b)<<7}VTarG3x9P0*0}u@RmPT4b-;Cc<^JX+ju z=hSsV@wE?qlDA*h!cYEVE!Q~1yS{DdZX&I}3JW$@{qH$%wPHpTOc)*9kJ=MZ=)%Y7 zV!-RfJl;G9DmpQO&`fx&jx{pG>K4AYkrmH_oN31XLdr95L+OXmXW z`PG((;MiejSggy@nDVeZExe}uYTvhWdfYSWLo|GvQ(0!~VY$QWD9osQtbx;N^)zCm zrs`jCpt{EaN#U5BNYM&M{PHI?cldEOz{v4`LEVJ_>Tywa(;P?Ee3-p;=-;T$1TmLlqYG3~v<{t9Kvm%VmCr0~70N{YQbLn15NB!)!uzxiq|DfJA=weT zeiCR1!p(!J#CCCkG`w5-(@wN0PW{g{BhzhDk`IUR4o+}io@jE`pdl=2&!u zSnUVI-!u4$BEo9OM4o==Ez!~RA;ah&IkDB)V{ZrKv*+dZTL0elko>XoqO*u1{R10ByeGEuoufHJy5 z(Kuv$E*> zfp0QAp>!5~f*z&IO|T+!vYwrN##&Z+4PC|VcV46aTI(U1dTHIkkIKzkqdp^}5P;&@ z_-#cxy+22pPnpM9(XwMEj%2&HaUiS|(P3~=wtAaDm;tQRMxO%}Q6UjKD*my*ot?@r zezvjYulENY(ZxzV+d%(Cl@h^pEi!|YSlsR$*W!f%6K{P9#u&aO;y3!R$^6zW7f(s9 znW%Ju&9Av21=FxpzV$!EZTM8Ht_Ij0&})%wSD4bWm(00}HIRn?b6R^PotilBxU5LE z;@RS$qBS!x;NdFat z?e+Wa)Ly7(^jUg>E#RnfZCSRgRO~r)05#r4Qb6lAi+mA2T}BIRut%(qwQ5%w>E7O| zsLv5Sgqz7xk8bErphu8?3N(ir1^)yla%HpQ6o$Nu1tVSb&`1Cljcm{+r;vIi|MjMC zfNu^=4C?Lzi~98bR91Dr4y%KN)H*{qy3fCoi0M>IyZCfPc37whK}c?{>MN~_8%WCJ zvoN`b9!9d9>Li}Up+|i3YYA{m`t#-Imj6r!AeN)8o_eZyiTQF%e)oL6vz1VEb?gmM z{dc&S+0NF{WLetFY2)*dSoJF4%ta^fUevv$k%^vf76v69(YB~p7yXw3$*}ogphJfD z<)p0Tn6MHc1(hWjg5b_9;X37D)a378&e2@=~1P`?*4USw0` zun@Y{c)^}4l&IQYbxTMnm``h~86YaWK^tO7hIrFZQG5qRglp?YBZjrFGt^o4i-*$zf;8SRaqF}+_ z8T4-ni&1x2$k-P3X&IM6p()?fNTfbOP1R?yGdnU(X0d^$^Y{Aybf^(UL%(^S*&W$r zPuDgopw*F-Qu}@4NR%x1wtaC3>GQYY+1frQeQP_JQcV<7Z59CAcs`^X-)5JB_M3G^ zw=@5MyG4t>ft-K0x5cJiV&Dais@Ch09$b7C=U`Dx9e6=48zevxN=P?UcvM^LB;6R& z;Qk#~UeIjLijkZDR(=O%%R{qXm8*4q6uurpnU)u8!IebXyYTNH$4=d)H}Ssqjsbm5 zHrZoW8L(_O7eAf}CzhAr#Jhf7I@iO(eY~ZSUi}SVuHyvbY$K*osLyKCBm6s5Z2g?~ z!!CV)`!bhJ)SNA;(|exc_UA5Va;MjuCeNHN&HimO=i{?~+l+^TQQ8OPmAA?(AC!xO zx!3~}vePmyud-5z+@yDw|;M?_S!{o;6_(1Had%N(Y} za-y?I=#h)xxH=S_xHM3@;eDeW^!L&UG}pyAuTNE;*!B*a*gFgNSq*|s*ykL{h=s2^ zWk0s>4CSsPN6*m|!VS5E|LxMn%@v`1n^2wf#Y+27`%|SC<^{=EyJz7+@XXRG&9*sF zudOLEs5HYPaOjHGd6cQ1d4vMxcK`Z2gpLpbkGRyF~X6rOExje{2g!d zPms7fl(`Jvc&B58S?5nHPOxaP9@z4@HRU>;Q?S2f6K~s5#kDbOZC|i|e*H$(nBXDX z#(5}qWlC@XW%iHga*w>~7_a9Tua7h74{L?RSqR*8P4#_W&f=_?4<2cx`NS4xK55z-%@qfW| zVjE&lfDh+*iu}(&C> z{;35I{c12biF-w<`%(NqoS`>_viDIoh%}@ZoJ?YtmBbUbgl5hIyFc_+q3T|2BE!eU z_tRhcRy1W+6!*3%MlBMq*Zww(1YaL33X1eFnXP0Z6F;j?Ju3(sW(r06mo8#$CH4^$ zlY;$;d?)QL9zV;LtewQsVarw!$~N(`!qDpo4|L`9U$sUM|KZII?xpZUY+;jGXCaZdU6+P3dER(6=E|bs&sSCeoq)4*#FtbzL6XKk#$=?Wl$z>P3!V zz4m^?-4lZ1ja%u$ z#7VE=-&T&Ezlrj(i_D*Cho(y|vIp0j@(9cukn2U*g*=J20Jw$F!`;d*#>;Yt4!wmN zaH1$XU(`%f*~Jviw}wBJO4L=2ot0nyynVYzT7Lgev^?-^L$>@$KBJvMUY(z{(F~2m zh+3v}Y!5>|9KL=dDIXCHmVC1ikpkkvG?_Oobc;cA9(;O(yE+{&nqJGjj5 z{%t^K?QgUAU+4dR1PFus`#@e^u@92#P;w1VF*6$T3YX;opxd zewoFbEEhGI%&aw5@qA z;SA&*B|hrtr#FGUNj{DI*cKX&m~rM?fPoXo(_0=Yg>=dy^b(zuIprD!Kt6Qf6?-NX zG|4phS-nMJu8fk7((vYvlF-H9Okb5=`8*|{4_y8p%4dCeGal&W3iWOCnnTK&_m;4I70eDfKI z;u4W{A|H$T>cI=#ogOc!oU+ z7cxnl>;5plD=hy^O_%^IxT?(~*=Hi0%FE*ZJ&C!m&m{5LGy9BV6eZkR+JDEdiCMvk zM%#(T<(AALq+I(U=fp1i^h+&?-|lOR1oEDCL6*iW?cA_u2_tBf0QR_3yE#T9oWX%_ z2q}XC>2@BcQs14Yifr78Z2X*KFu*%@omyHW1wLk7k91J|_W7^(Y&#n16qP)pRVh2> zDLbowudby^aXRS~vm@s9#w-~WaBGURsx{w6N6zcan?>++Y5`A4g4YZJ<+;X zxL!HBgo^PvQX*_|21m23lE-* z5JW?ev0id!R|~km9*APg6^I=OD3tyAU0kWNg2Hb5v=$bqjXBri&-2;meD~9i8^_8| z$fhL>Mgn|EvcJA{V@XpgWtf%zR=lQwc4MXhjyQN{A*K2QHijXZ1a5=@n<;by|xu!5n z@4J3YRvE%uAPPNj{dfM3q(mU<6?d-q+GBSX_S%l4t+~%wg;eV&jS$(8u=j8d+bF}I zG#>&_G#)?bdn1%uc;?!VaQ%*KM|zbPaMms?Xn>>9^#I>pyZgCjvUi2f?e`~N>J-ch zyNo~$Y12QGA};g`5Ci9Tb*z6xtcukrgz@oBiWXhrm?Mr$84+y?+w@1~{-s@kXC&4c z@i=oiN9h>cp**ejXH8dwc1x|6M6xyfv9CMg8cT_SoZ(XG*PnB9l=>R+jgeRHb5PrW z>jI{_{4aUCJgH30tmd{^;vGe>ndsQYoVxk9>$3Gy9EA)o)zi(x0MC^$*tLEE!TJftY$KX?fDM6y-i2@EROYg#^f%G>O%l?Zn1N2xz%e3A+>46U$?y&6+@@(ahR0-)>Mwbi;%jf~v|F1(Ysi=;$DLhE8c zOqmQA-*VYoK1LXREg0Rb6nys-9-ZiC)z81DqCLq3&*}`A4ppFdGkd?dHpcWPS8J|j8sgrou@g9bpHC!b! zde?QjG3x)hRT|T78s1O@H!TkH#j&SeE?4yBGHoUIixtxGP;vHa{ju?N!dqk=76rBiI{IE!+9sr92b}L$*^9YhZu@pv5LJXNFYZcz z8i@=2!G5Xi-`2oVFyaks=yI6fop5`dQu)yD7)V%cZ4^j^VNN0w|8*71+6xUM`y>NMFLqNPvW6|r7Utv-z7E9R4J2vO+w2_9rLG8;_sK zxdlU~Fb^K6;XmU%O9A73i8X2YEDKfyXgc@6ulcKm(aD})NV{dywv?_4NJ(0j*z!OX5dC})0EzOhH+?^Am|BW7Oa;b1huwvk$SoxK4#o#hGCvjs+WtC7V*L| zySjTKVm^gZn{zMLT-%Ko@wkF!C(svCOU9Iy0f=m`gzlMJ#+C-Mh|2${kET$sosPBb zZ8EI?WXk30Wa88(Xm#fziE_EumJ4KMqE(fB&VAk&UU7G=+4qqvQFXE$Gw+tk(=N(tN{h}-wa3;J-S zM26b6;(@qA_Wyxs{2Pczlo8twxbCLpmZ#I)U<2}C+Z5M`U>sB`WoF0+&uD;Vm*(h+ zmaRSTG+p-?bkBW(5h$Z67H5sq>I{3pPRVmiu!gA8sk zt&7^Bc}FvmqY?5ks8^{)e!MPfJ<(W+@RLl$MFT#@UumdV7xfnLG&0tjctUp6{KJ5{ zd4?)^t5%Dv9=YtY)3j@r>C1NnoyBGAA1A#i6-3^XBRV%KL92tV(95eHwSu4ClmtD! z&TEo>l5&!YeJuQODG|!3oaNgh5Of9fgca{|3QO?lsmXfcB?LU8*mCokWW?mQ~w;Zn{{hO>wj=QLnE z8}zWqZUZ4x2p}x?G!eLL1$BxX3!X?Sedb=aNzR9cpY4OzL}sIhvMh=|Z;8=PY9TX> zGWF9J;PKHyew`Ha>f~bE|GFEG#&Mm%rL7E2I3(xPCfF~YMt&9Tf%hhI@Fnfig>o1F zK-;}i%F?Iz%gG?QYJ>V;4Q=Zz7BLyw{WmNlvn`?pvUhQI*j?GeElmal*}UQo7&)>l z@}67p_$P4`9hn0)-L&g619$Pw&w~;e8)dUne+hq2!&iWB05sAL+~nitA9xG2leA*? z|NNd4KbPMPa~Vmp(HP|$j}GZ#rx)`22E0|0Po#6E4$i03XGxblyZhyI{p~u@G_#;e zI7#B4^wqYvZrgA8#mK-UrsRn&YZC0lOo!jOam*4`n?Wp~V!fOS;A%FZI40N``D_do zHvc%}0mv3D-(WdYGy@8B4X@4{JkEdmB8U$w>FtI!I~`rUbzbu0YdiRlPM%W3ApV&p z?g;2-P*`~HR`vmFp0v9nP`DoC{RSDCDt!$0GoHjs@v3#Klt z=YCtw?LSfN#SB{w+r}ODiP2jVc4PbRLxk&4YOMSM%9+fn;d|U>=d>xdG7;WFy zBN(lH_q09NhlpdqeLTjK(@bl|evC@kOKdQ58-CduvP(f=q+EcR$L;L z+JB&MAVYYr#80~rusTTY57WQT;sZi^IqY*(8nqqK&fREDiVz2@XG4lm6|3i*0(qxK zSmjSw{n7&9YFyf@vwNH(Ju?)xJ&olnNpsp~rLf_9O1bMA zY@argRcMXEols2Y-@*H`S;^#c7uwS~eIGgo6a-kjJV=+CWm9$!Z2TSZYW5(-yiFJb z_6O#2MzxoMsBT+dZzy$`M6tgZFEVs$C37(l&n2Wvr%ooXAb0g5go`{24aL3xBd3N< zJzKium{DzE7L`@Tju{sy&G4UTtO7(;O|a92mf&)xOquF*O~Mefm zi@A+B0e)as9+}f!pOVxmGX2wUDGz~~3-!0+ZLs?5$IC6{7I4(AJ`7I7iVsqkp;uWg zg`hy*<&DIdN@^B)fj;vkq5L5FoEE*=*pi3vUZvU45(UYiSn#%`%+WjOKblFt;rhgy zqYv*1)vTz+rHxO!P%HGnyQ|*!YZA(Qd2$W1R|)c{pgbeA|Gr-8z))j&i-YTP+N~}9 zCNJC6A`R*T8mRecM`@#fBzjf%)@<%nWw`Kr?4c``fcVMT6r4uAT2M0(o$h{N6c2xC zCS+^)^4Pl_gvRpd4_CqI_0{nt1##fq%uAEZx7-rWhu zWEAkxLJf?)!y@IuwcyxWd3sE^Am+X?K}E@KxhW;q;3D&i;U@*i-80Lua`04RPeSLv zJ2GQSZK{l5aj(5vmt%cpgN_3s$*dE>bfP*=s9lpTe#gAT$Ws3rUk;h9KmH)M!4iU_ zKxdxw`r(7F%sD1&QN(OxACDC>Ri*#CtF!gmjH~NK^>IYTlm#G?qQy)^#Kp`Jno=wCWoJywa0m31=HlNhk>(RcX zf+0TX#s1rhA~%dU%@I3#@p7@kql|APHw*QM9XgwDMejbi`i=mcLz6qxOxWJ^Q@!-@ zyA_THmvPv^E>IWH(@<$g}~Q{@&w z5FGLOHeLvoIrX#eSnz7ik6367=M$&lMC!|+XDAQxE+~GC`3igCul8tNHh9APn%L@_k^?J8^YiDaF1q=%t3q~jKW7tHRofG@>4hW3h^b_dh zt=6e{3LE-I=Dyxtgm;QO{S{Y`oQv|<#$*}VT+M&A#Az#t5{9RacCYThFel=re| z`Q_-?BN0+yuY=*a$};6kGQ1VY%B!C%_{;NtP80ZxeIRRps^E6{pEt98ClvbD_G}p_ zdw?3~;U41W4TGldvJc{2&!DbS#J_Rr~3$jlQMO(WS3#HQrxAdQVVsxYq8EQ0C%V#E3p6_N|M^y;t{JGD%+bS9EfQ#_B zOKyc!-|=fc*erNL8xIh$ehu30Z$Vn@;ZjwQC0;N$(MyF(|BB`uI#Z7rP6A_rI^&b$ z@{~X!&w>VVE1qVc9`c2#p{S~$QUuqo=ByXht40`9?v{_!JYN|RNwv627 zkF*uk>2#DCwOA*3kJ7k2jG84rYizsY(Q~Px>_@D_N_nad(pE{m-n*Q z?cCmU4ty9os~Yy=zZ5I_ot)PdC$lp8z**rLI@*{LHwDQi^qPUq(vVkFw5| zr5U-F0Pr-;n3CSrAe5Ozm?3DpeemgTeizt4Q#H!MVKnWg3faBRbXZ3C2r!#cl&CG1 z!F|Jo;Is_f^r?T8yj%Q)z42O3-zc4wGx~dq!^6Oh7J)T-Dr)o)OSc&^3N!?eoIqyS zh)A<67!MRo7lBHr1d@lh31RvO$cv?h>&&rZPVZCIO%)XitH9pc04viyqnSIgS1>+) zpxyH6!v41Zb%2q_@xPC@>rrf9_SOhqx}OSGYva}0cHH|8+I}Mzme`mE?+4Kz(pYxa zS4%rU96(+W1ixBd21|TXZhS-TCKJ4~de7gt%S*hW%{PPvR;0Z zrr(^26njr+QG%!SP~NJ%H1Dn~#})TZwct(-0xQjtDt;d?RXF5NmAo|oB7N9CH}<_T zZnFN*d-TV4x!&;UnT(7Hf{Sa>e4aE;4)Fbkp<<@}sf%%~9LsAu1ke7ie)I>xd3PZB zgP6o+}j?O>&7mxA+3 zEmC;+AjKE|umjKg1${Fvki!1XJ&%_A=^5X)}f<&A_L z*`P(C;&GOYe6G)h7<{`H>0NANPyFC_j}SI}@ruJ4tsJFA@C*I2AzAY~WC#+ijXd&b zek|dr3~uvFZ*cJN*S=b7Kz^{6J#wDiC*U1=vVlOTN0W?-!^i2Nnh-V%5XJul^1*a3 z13|E+D3~EY6u$v%#?0I5r7&+>;~X4m=m!~#Qdc>W6yJ~xB~7%N zpUGJ2J-n}_#j8mzO1YoHA#b243J3cuUBN|gy&*Xj6}{Jyzeuad%vqQG^>?-!Cx;&~ z*+)3`@p2C+6PTBP`T*2$YO6Q$wykhJg7J96m`m~c@1SVqWqJ%}f$3v`ktG(uH9cR= z`tZR~jb$9R#Yxm_1oxd-vS-Wf6`X$SUY< zbO3Iq$J7?5R~UUhb$vQc24-11n;|a4(QxNy7NuaE_$V-&YkkHmUdjr$=90ZS7jyi{ zzaH2eXk2ae_BOT2g^^UDA~K@azLROCXd;$L{ z=-BFMf>)#yR8z@IRF&L%u@16Ylo|c9v!e|O#ZE@5hulE}f+Xu~93+fY@$M=S_-;ZK z^l-r~xIEdVx)t9}1Vz3Du zc@J)%@sINH2iAI~@19qPk2+V?0Kxqhm?&6zs0LbD736*_RbSOgm4dVZ&p>fL9Xuwam;lROkZzUiImwsZVCqnzcfkjg_(Ftbzg)1A9_m{)ISH-1{{6iFvdQd*g! z$f(LHvaYS);q(c0sm>e9JT2NU{zas+F19@=taE-L!cbFZEjXi?N;@p{F6X#Q1HaUY zrnjCf(^{|*7%UY&ENLoSq{}JzJhIn zpJ-`W5jt5CZPYZ`-U?8f9-I3#ZX-s~e3c%CSEhbbXOJwX{QaCPHj6ap*+16v z6+_jP%{@sc21P+4A3Zs1jN-|UogLH4Q2|Vih@CC9-#!Xd%hR0ule*L+I+q_BWq@NCsuv- zF5m%Spo>WNv~HK1=0bfsXOWMNL#O=q90ImIw#aCRBhB45H94c~aojSJvH{VnV2Lav zPYs&myNVD+Zo2g<`Sxi+*ps;={u3xG*>iB7kkI+7nf8ZxUZmK*7WgF~9z{#b2~LS6 z(RM6zbMHFF=kLF5+Ri^ZgbB7qx(wKEU^?F;EO$6A-OnG%F03drEM71zCX03o`*n#( zFzO~%TXc1O6s_`pbGzOZ6e0bGE6rMgWxg+NEJ&sNLVB1dMgIqo$*<(15WZVllZ^NL zzv-NRNZ$N<1bo_H}|QG!yn*OD;!|Y)to#*wfLL zfZDRx8$N2F|u=GA5>8GG?L2$I{LqhVlIDoDvL}Swbc*QFk zMoam5TkGl9HfDEa&r$=#(rxP|!M)iM;Ucro;)-rH&wopg`@hiRm8Dkz3XPz&4euT_ z3x53LHHQ(uyo#*WLHCQ3Bbh(=V?l|Dh+O1^RQRa35b3K7g+yw&3O@R~fEKq3)#@zz5WPuHO zoR~gAqeQ()!FJIL91QDa$m`P=1LZMCuO++Mf17TKq_jXm6jh>E-V2IK?R4*@+nxyRdK4=Xu@B9TWL2ljQg zbBfO&&~T#Ow0wI(Uz9nW=_ZaCr4AUJ(jCl2SsK=niId~I%KrlGFTw&XV9tTI=W};) zQNUcql><>hVYgjru+e^4(RG*6z3F4PF(TtD7s0SqD_sR9-$kx_c73b}C(*kVE?158 zsWK&Mn{S1M9+F^SbWHqi_Q{eR-bon5EgnSLx;7u41OFew-a0I*FYFo?2}Mwll$P!; z$q^Nil5V8CJ0u0^ZiZATX>jNe>7Eghj*%S6A*5s8L;Rli`~LX8=eoA%I_x1l=j^lh zz1O|gx}U9@#7&s_C_zmaC#q`R7A>Za32U_MiMtzs_4f$ju0_jQPJBm*?uBXqRX>Mk zpk~HUz>annHFpl@zC;eAF4j>FfJmwB+o9QJ_q?m{WN1q8xt|;dV&zM)3A~%_L!*AR zf)~IESHG(^up(E;a`>){ApLgs$*-<^@J@3>)1c!UUdhq0jmes-?%!uW+Jj~?jvF;V zYG6z#kc~TBM^JS|DkOP)@NBWX8HA;NnzJW4xf&^y4{3ZfkOsu8Y2Rx-QqdTRWA2JT z@_(-@UT_3=!uUSjUtY5$>m&N}3(9xRxio@F z7#LL{JkqjjHV1{b$gAyCk*4FowAxZ>KfI``uI5YZ!g&`gyD~H}xn_SXYIn>|US3V0 ze7Fn^d9|7WsG$(krJ}}KE@J20+*$4pqXHEn$zw{4c!m0L^fGvp>ZVRA@32#|k#$*;VA%NB4DBi_LWJi5iopXDlUH zQJAz?O`g&x7JeD=%M!p@%ecr{b-)%KLY0Gd*GT~&!ua7_+2f4N6>x0MV@f3@^_cX1 zK>i%yNcc%&et5c4b&|X|-w-DH#~kPvdbD4RRq$(d6i8ZHijw;T#J9qWdghk)wf;#y zv3FPBvY3&Ht55Y=FI6IjPZhMnjHpxNqG{btsJL3*2pD{HluMxKiTb!t7qv?_7(yy# z{qlX7urzQzz|N^ujt%K^BKQtdo7>u3bR@OMYt@mhC#heEB_T48HHwu}Nv20FBu!<4 zaY>Ca^Lni)?{r1DXplDfJ<~bd=2)A9IJa>i;pW~j2X%2Bo#-{s%>g*M{JML}k%ep& z*ynXdr*>0$wVT;yiHTcG&#!6&S9>b5?#XP|CI7>kp<^yk*s<6j9(CEmF2y5lw+6<5 zb&Xe((~9N}=c%mSWps(jhQSKe*S)|(aTQvW(Vcej`J>5eNsy@bPnT%L^#rWpvTBx< zyg#r_2P%IILR0iCdlVpVbDu%1<)Y2p%gy5X{4JcBh41J6b44ByPwV0`3Q>dtBndw0(3uyX(IYOU zNpJON8X4N}f(gEAnHNcVARF-OulO(K7w>jY#KyBTUHwsosmUkRxqwp%k565avPQ7k z12xrZ@p-q@UrMb|gM!FnGg^8DTFJ73gzh~7X;wd%6yMRCSr4hT8TEFim%?IiduYBA z6)=VJfw+C=_WS3z#yVCqcA9HO*`p5-oa!cJU2;Z+-@9+)M-={$X8zJp-<+Rs`YhXZy1dp|9@~9g@ca_92@7V9LeQ%9zg|2x z3_mfG?KrS{a3}dJ>3_C0qL^V>yeCWC3(>=fM*F#=3V1mUn7^}g85BYUhE*k< z%Cn?zad&sRHuRR>{)BtTz1KCELWkZLJsf1o4s%*3RS3yyLuC?$O4DvqQ;n zEJk07>0_cMhw9jAKFn+2fvOBCGyZSevo0Gpg$DIJ)!O*hFDg^|{-5p_(B8>i#+UDl z850RYVl?I54C*x`-gA!7h^#lI>3+E;8R^KoId(PMv5RAkW+gtzaAHjr)8Qm~ijjiN z1C%$YRZjkcp{TN5qss{pfv;t{LPCX$iH%X8x2&HI+KF#9?A1(3H27%}M{QOTwL=_7{cfaPB4o?xr`qXu=K2VFASuwnDX+~i<9G&1mPX@yg!-k>0 z6{k{PLz@ryB*^|OdgNx<+ssycBTR4X+cu%@QTQtBvlF*-0+#;i7N=p9ZVk=?UZ9Dk zgS?7CNa%sg6+N&2M1pF|*Svb9Uy&wPAkMcP~K&l(Fhh_$`)MTvc11Z3S0xso{`A*@|M zuh)rrM$(;hM}O3RFS(6V6a}eLg^1l*e8eH-Z(K3|U$fy{@%>J+e}!PhBsjl&dYWv! zYZI2AWV9aQA08vgy^O*)4%q}Gu(`$qiX^ir7O{3!HMu*e=dspRXHSe#3*SUOnU`>JbPMlPnU{i&CMy?na-^-R z>%zkOp050rjSshe(1g2DK#J&To`2hY9zNtz6-xatEBOpap17JGx-ADQ*q)hXliXtT zdJ|}Sa^)L8NX^vvI$CU@%fQf;v~=-AA%~}Y?9U3;C6>-JE!4Ji*4i$TFkj0zVxEg0 z`!Qc8pX@71WWE8QCS?bKg7lH_E67bHUs4BC40x@sxOe7i^JcHN{VfsJGT{W3Cz)yf zEI>B@^zBk}iDQnU$YV?hK(kO6GWV`=e5sGk&oTt5v6K6L&{vdSv#2%q_*unCUM@H- zWoRVUDrErI+&p73btoafg<7%R7bAY8U9IzmV6yMm-~+YfrdB)2oybyxZK~(USW-lC zo97@R=n$#Sjbbmu&qp)g5jwhP4&ZEs)Qt%;3d)RbUic88&XatkH4iiTV_P&+3d!p; z5stCOmw;anz@j_{yffx5;KNskIUwx5>AgS=gDzHcFNGzH_%d5sEmGMbACsQ34dxI1 zaut%`Nc-*K#9=A^>JVwYsq;uvjM7pD+`4ikJi44w(Pra=GrukB)z9H8k9oFr(I&wU zKYU&0=hziW`4hd&Q|{A+P+?pm5e6t$Y$n|+h`^dPO;0|X_G;I#Sl3Y{Y3#SpOu zK`L>^>KE*aY<7a1S#KEeZ~pusYeTcuS`t*WCXgs&II1%@w?8L$ZSP!R>jYc@gPFl# z%P_oLR3;?f^9XgQ6O`%N=y?Qh_`5&U;C@DMc)We-2&=bY8u+_e&--zN>;>=q5azK# zkhnGEkl2X3eSb~l2b&Vgrsxx1Cwk}Z4<~URT)fTLdmg>$%?oI9xa(ASxSi;f$#T8u zD~^27L1qIT++L-#QZ4@ufyLZPF+w^q?~0RF`RS@qdP->U!H@Pup9gM)DSVxFfCK@; zmPk#cthT2i?_H#NZw1(P~e z9!En3PT1$t(y}8{=5`vl3Z^KQimBB{!$e0jrd5c$STQ~CldkYzEt_`{-M?8CgYr>Xdn=Gp8T=j_MP4Q zAh|Ns$9A%%K6KcJ$aOv`IVnxS)#jx=>#D?+l+*_ZQ@aB$>z*5!l+`{6Z0oTsubQlG zpgoEf%>0Z->V@$LAmLM`D!ULe0*O8{4doYB&qq1en<(-g+)g1XBcF3GWD2l%;0etaZAD zu64B@O=Y!edbS$QLzqb`eE>J=-?Xln;rMi8d2PwF@w<+;Tbs7!O&;)Ut?$CznJ1Yc zXKXpS#O3g;-IivQ=mAnU3N^TL>C%W&a{XKnYnwmI8ie4IB9Pfz8c>*}U1KhIW#ys# zbY9(gS!=l|Thhtw>kNVvcmWdliEiD2YeNe@fQ#7ELkK0C_JE0IVHOQ64wrlUjN>Bli zL;xIqc~G850iGz&{j0+ffT3LXI-!uTz}1UD^bjHjcI@~)cFCzcTTMMZQbZR!OJhJKQlOoPgA0G6<;Z zeb^hZu$MT|IWR&Wu*9o-b+X=$^;lw(1+8RMV5V%veJWV-W(S;U`^?r~164}MxX=AL z?<3iIdNjWz(^51Il&ol9S{TpZ2#^Ib_{Z==HwfBpUHbxd_d$0+o-N)MJd@Q#MY?U} zZ8;m(L$K(#4$x1g2rBJq1R^-$*PM6923cy+D#epoWZ(O)JadV4aOO1Ogw9bjD8}eZ zyG}jC!4Y;ZD%kg%8{QKA%Zx=P3L5aPlZ$^%e;?T_U8C#o>v(PeOgm%2w#HMI1#ca#j@_vN3o3u8Wkcc6E9tG0Y?@v5N8)UvXp$tK@x z6P@G*hDixIBqwx%p#x;O9A8Ui54Y`{H?pav5yXDge}lh_mRiN|f}!>fBcSPdF*M4_ zXsnZOO>KmYZ1{4^c|saZq0}yyzIz^Kf{vR{f(ta1AsN#-WyVV5{@&jX56!kFm~HEs zZI763CzAxZl*X-;#v1^;&YZFZrSXI8wqn$NU*t}2DDE3MmI^8srU0`wP8UXPMXZ6J z#Y1%Nz>saymu+O|6OeaI@NBmML{?V=udN+bCh4aaK|WKY|4YaA`NNGz$umMRPMe~p zg2M?Qny#_xk5j;J5?NpU&QhZb888QSHzgwfiKz|o#rgLR2$1`j$uqnoUWs#fOArb{O_ZQ-*QCEMzsJ6z2J!oP*Z4aQ zS^Y#7Z1(5+#IkQ68(DAHKP-{LJZFW0=y+4nXwxsOtVK{>)>hj0Z0k(}(czOp*J-QR ztg-*aod{KhKQj9r4P+zxp@J2OWPp@0g9x>#84C zXRo>lkeW6tk~GdZY=?&poJ*#9~#1i)*=rO=oVL&x&_ zOq+Xz_p)#7as!5^a(bq6uUaE0rq@hqiFa!B4R2e3tZ)9gb=H=3*2Q(>Rx(w{7~JE} zEvxL~py`{CcyB=_GA0b3%0Z19nv44llYLv9sVICWR=hBeZ#JiD@+~z}D1Km$12(ut zt!%;%T#$2@M{wHqK4aKJ|7ciK6b^7%^F18PlRptulAU+RNI3A zpA_ay0@Zf{-E|wChi12N)KDTPC#qN9Xa+B66W*Vmz(=alSeuLm(Y}9w z--2&n=oo|kO(EY)EAR{PJ?z3R#soAwz^X{H{bpZO&&$w#nU&Z?QWc|8D^qegXVcuJ zDc7l>_6p@7+Y|q_yM5l{tF7|2Rl@{Vvc&j_@P*Z;_-us~mYdITC^YUT0ZNUaJ^udY zM>()JeJsI3j@;fBPd0HPu)oDN3NH+l1JBXNF5bZ5lTt~0@Ad<9g0ZRjHh3GyB`Y%C zZLToKm=n^d&7l3ugq+TZlos=8;`v_2X2I@$%)Na1E0rWPe{B(b^2;IJh$rf)H-K($ zhJNlcN>!HvG|d#ZB-+c>vP)i(T#ul}w=Ok9kM=>o%6wQLqx<&|V_@b$45L6!I7^^Z z#fS8}XF~-Fe;5IwH!A}pPrP*p)-q2Z>n(Hf5U-X)22^ThaAeE%(w%>k1Io2Dlrh&v za3Czd;|am=ge6{Bh+H}t9%i1!)oP}fR5J0WS*NOPYuYv*jG6W9agUalGclsQv-12kJGUL*p}$SbWt0WjHf`!lc8uu5<&AF&)1-U<{B6p%9WU1^5xGMs zCm=8Z(mNg~%cB6HtAhuyxwV*_vTp{h#)-1vYxsPc~-Wn}w<+p%W zhjc2Cdue`_f9ChnmU{V8C&}Zr57dx8$7eWj9H#4R?HyLX;9`X>sfGWUgInM*10pr#G?D*~6(Ypst(3 z)(j}u_u$1~1ESD7WgULlnZ#K)kDYU3YGD|!)qk>9p+R_bgvyxsMSWRr9#9tAD=_r< zqR8qVI15>I4>hB`_WjWT1G-IHx z?Py|8%E`;%khf1Pvpl)fhZHdwl4XR)JTPVgo-R&2Gxg2;XP8O-=}NGoQ2>3>b0(4t z4as|JhY>q*Z0J&`q*xi*imLQ>ynM_tCwBQ(Kh`U|Qilq#WOPLdU(s%~jsS;7tt*>G z;EeyO&-IFm!&}|#wd(>Hdcu#|JVeA1J+)h2KPZSQIjpw`e#W9{2+UgA;&RaY8cERl&bQn|ERws~ zZmEM^{U(npXgyv}0~;M{syYu~qr-tA_ekd5(I0XX%lwopHwb&fJ7m9;Jw!jqZ#e-1 z?C;!9Q`jz))FL|%F&VtrMgdo`qS1Kzxh*3E1za=mShH~lQM{oR@TC0UBfJRkj z?k@%`?=OJ75nCNm@?boaMa!}G9IEnET7>&j=FvOPww=XmEe^lxmJdxj8cJ#NXijBk zPA7cE^&h9tqU9_2IkXHN+4<~!)}9oXBqQZk3Hpn@KNHJK-fU&DB<%^+&%8d~8+aj} z*O}--o@7mZ{vaop|LG0RBfOzK5qg$doc+cs+-WPLd4Ei^f9O4;vVp%Exmnphd+wqs zxgwjE7IexI0(taLmRe_Tt+N%J-*NyNm2`-;=Bzqz5)!fYES+`=aoCm)1ZG)DiwW zs!qn$^QgO)>UXx%UBj%p9#Bw=V1zYp^P3=7D0S zm(Z;X4Q7s;7aSk~R3f@rdiRgDP5o=A)#551rvc*E_gfp@Q-ZxBaf1dTj~dQPve*nj zj8#WwdxrZboApWT(oyj=^RoAd^`1|~yG7#sB6VNJkp!^^>oE1$ECLq+F;F8Ir9I9Q z-NVd>z&yS}pKi}FAQmWEg^eA+5fleOQiGvJ19b4DyU3}^?9YGy*&1mO(ne8&FTLR2>jP+dio ziIS#%PMH;O%q^>8W)cV0R8!}(A6^~KUH)VthGmRYZxU$W^uQfPA<>`7nRIrfU2;c8 z8J)CgonoWoI4oB_fa|2)b}*rXclc@>9UTUoKbL1uGsBMMy~FKoI5z)PuHWBJSor6f z<})1brLS9%|NEn*pwOUA{8$J<8J8k0b@rHsO;F(*eY@1LTcJ2y#oJH6QE$6gThlzE zea_#)y+Fir?H*sv*9fS47$s7k_>T-z!!v_1YS8zPv5N!L1PT=fxm)7*I-n&_t zjw{_ZqITNjB95Hbe_D_;mRp2*Cm@*#A*kY!q43#8Rm!c{$lXmX(iI_CT18Z-ql<=> zxbf&_jyeMU&bN6zzA1jG1`pw0aDVT&N*B9C&+X!KnCFi1_kv}^U=tcUm`$|>jorwm z^01U?;~#sa+T^4YX9Z7(>s-Z|hNZHtz_!oBN?6+&7v9buFYndUbjDs8zuDeD6{S_x z7pL)YQr^i`f4=ldTIe9o;GX`cG`810eXP5rbmbptcA`H;T&hR*8F~Uv?_nCe>%HAH z3y2{Ws-s)3ctGhL)Z@Q1SHz0pEA8Ugh2h+dd|>QG$_RY0)rtZLQ=Wj?5FF(L0vUFY zeokX(q+edut3@#e@U+6^dyZdFD#?ZQz9jqVe00J{{e_QN@X8Y3>%NpeSdxwUL5}LJ zS$SKqOhYqjma2j(Od{aZ{msqV-=0ET8!9l?qnsUFj_t6n2<f_Z$(mtGoSZ4&^eqn|*CYztQ=fRv`!Ar&&hZN6De)auO8oNb= z0Z@sJWWv5jdAM0)ehaEROm>KH_q;M@zY04pLUlhkpXFYN6^%TrUQ44nwLA`3=Eh_q zA&4@3blK-LvTlJz6L&q8s|dfmvS=;f4I3N2(SN}mCn320j}QlxF|=(UP(3Ngb0|BP zkom|g`_U3Ya(h#wyq~=-rARtzK`ug;fl?qQ2E9Lk74?z6q<9Fu3=nCbFw5P)w2CBB z+p~$LxSjA1H>PWBMbF&Vauhr54&|i>od391#;GcR2?81AQ+`GZ(!VuPB@s~p=ZY;E11D*}|UQI1O*{{_%q(A6eLzM6Rt}OtWPG^DIOa;{UTNlE0@v zC%-E=+gn^D*6*!D$Z_Jm%$E_SFrZGUsOJ&Vg5bN`);;eRpueB zvnxf*X)_{KN$4~pQaou+J|l2d2C077|ygk>`5qTa8&xYCOJn-M;KOGrnjQ8 z)A&W2)!8F*MFYCQrmO#dd%Ld*0sU!QoQS%*+V#sa6XZWA1lne5xjJ_u>f-iigT&oO zq;KRxV7sDQ#x*LA#GGULtYs$C-!T@seK{f78|Us=Z|(>cqd$s-X>2fS+OJd1tfsc- za6V|dsQ>VHsA2Y^V`cklqX1obf!&l^h#%(MxYV&?q03o0n3Z`OJBG3~8TRZT`9d|Q zCTvzR2)F+yqj(NL`Az`;@#=5{fci*SPD~H)LBrf6Gf3Jb(>cu=6MK15h@vu8i?*^( zv8U7?j0Irm%VP}f&KXSZSV%9}ZBVe}G2Z)GwCovE=@*}Wx{a_i!x5a=A$2(%3MG?i z!=I^p%WPv10^5fvjrjdU@4(-%WC;j0{rA-i~rMOJ|IRK|pgr?QNLjd3iXG^t-d9;B@Gai3? zrewwaSYlA9yfDf5q?7J_MqyvZTRG|xh#h}fA>mC3R){*XFl_sQV&{eqL5IDk824oL zTs?|Drm*b9S2QYjPo)IA%YW$29Pm8`6r&rd4934cTXX4ozZ>Vg9fq2@jl!`F{OXGz z>NRuMC~e(h4^r~70z?J^aAg`9zVujri-g&wJ{yo%Tu`^0H*mb;n%m$ka(9?g&qk~-G zfzS(e-X{twY(jceWH%X}tyyBN^(ifzUvJ{}+B9tll;gJB6uiY&QEs~dHkV3TDCYeD z7gVikuF8W$67FMM&1&;^V(?>3--HR?T8G^{>lU9`GFy3JCusss=m_qTl?URwEm^T7 ze07brcp}4}mG?O~-*d6;d$_46ZI;IOzZ~Uh8Bg5lX6gc98-bN{z57!9^Sg9)&B`bF zY15gIW_G)e&LOsGy(3QLw$u+Ns5@#i!UNnZaywRXwb#i*8MdsAr)A(WaU+2VbYP5uGB{PSXB;){) z^#6e@9kZcePq?a@kIsE@m*}QNNHw_K9XSH#w-d+6L*@^1SPy6QHrK*Ex3n)W!;d0y z5QEusBsg#%cMMB`wmq47+H)R#A4mOT%!U@;M|l@~A@L1Oq>HT;X9eEiI16hi^P6WP zi1&q43904;{t#RVmv%Wg9=~D&*?YOb5cdAwpYH50+Y;)oW1V60hhDe>coEWs|7aMA zGspCP2CyuE6luTA2dQ#l@JY*dTO5$wf}UHZcPoFwl4L!OC!<&;`-njGo_EiB?8LGp zH6cN~PbxRjwEwQBj0=!*EuNRADV)A-$sX#l8p6_fv^#4?wEyN$ABk0+w?3Y@APe(3 zL){x(jZ`qpOib+2&IPO1`SKgQVB04K*8k;9)|F*;wftn#LE+o%;c{lK_S!C%AE@Z7 z`=B=~DC{$G`kouG^?Sx;X>e4u;`3n=vTefc4H) zDZ@6Fg#J+!H8RJ1`?$z-yASgA0Y$;b)GyCY&4y*;`>96UOasawR?UfY-N4%>)|pn@Ckv1hogIFUDkK;m&yBt1W>ysv#g9#D?&abiI8n zo`x-sz5{+51E|utAuS$s6N#tQzXOMUjHIJ!u*Q=;15BD&BZ7Kx)r&v83HiEFA}8hc z$`othO6Oy-G!9cL5AYKt+WL%MU?a%U^GZhLV63W-#8iRhon~iod8mm(4aSVk8=&UO z1*%IiPY)MNRO)ZkCci`Uhv#_;Pjsh6c2%}`G}Y%;QnvQcQw9L@vk>c_vcj+ zUS~LTNZ$W1;x?t!H|KE;pL!{{tmr!Tbg7#B9!uVluWftX<=9ZRMUSeD7#yfyH6G)? zPwFua_G(eFi{^IPVDFZw<&%uL!Vy%f1WI+zpc?ifumRc|&+J+V%< zwe)oG&}{ZK0@;@&9zCJ*8He>t&&Jo+ua^^dMFm2Rc?`lrxCErhhHM0H%gY?4X`QW% zJ@7n_^Dee+#k9odd!EUwDITP-tYTW`_8x4-Y+44GXYuz$%EXTl-AgWz(SCWW9jIoD z(;+KRj_LP)@O)W(7h{;2c!$b&Fzpz~nEUPqI9$TCP?lGCbLanyG_S;j6mO0!BO$9u zowGT68oLCl`0a@h0K|7i0|7h{yRjNAHsh83e-elrx8oZ?old?L4|b`mrfJc7y!?Bq zJ%=xmg3Bi`LeKE=aJdh!Do^&cX4i{@#K7cSNA^ZVE-mKk_SRhF=MnS6ub zg*7RbJw)Q4-9cu-SsvptP<_h=g~tBLIgR!GL}Wif1JEPH_E=Y7ENXU5N<$&c&u>VIzwZ)&a3GsY;a{`-}LO>wxc}5eZ@j$vj^~YABX-dDHSPs=kY}j-l z57ffLC0J<#^I1Cv_nRUmZucY>7j?E{dGFtE(txWg*5({9UwuK0(QHO$5%?$Gd-U=L zUaAUv!0^4dMxXfNEP+C#=Yot2sa6@FCtr;HDQ*ToX(|uXP$lTQC)oI9_&T)1KTxT+S7zWolYZXmf$uQJEi`xsZ`8vM-v@rBZ1hpO!Z=1`X z5Q55G%n~Y5t_b9F8p-Bt!H2sse@z9VosaHM(N7deR}9S-*9XWEy80_1V^A;XD%tGP zB|Z`qOJ}GKJ)n>sQt5C5gzD^ez&N>S!s63jT_z?|?$cHKTx6oOG#?l&J zl*OubCc{I79RV+B5i<*ctur_m95wzOwRL*oczEG>d4W8FeiPtSHbe!5wP8}CYKfnK}Up{%Z#XbbT&VXKvKWZvLkR>eIwjD6P{K) zWTab&zw4mZ0eh>~@)hBI;IRMYn&3gkJ}a&{Qyoe3m7HL{HT&V6y)lLJVQqWMjXNwO z+JS(mUo$Bgk!1b->yHDkOQ8BXAenOfKI0AgahdGF^!L~O{v9*yWY*r7>g0X^_SBcG zHh|zBRR|6CGji*Qx|Tr9G~MAwC*F<6I!9FO(O-bXFduyf&Bjs7*=Yi`J7vCulAqAE z{|gsIN}+&~!B^WQ1HZ0z_js$Lf&ggiF(xq-hdRvaEU5f>3h=OY)?y=y`Ey+sY&;m z)uMeF5z+$;bcXFu7(35L8P{8IobLfu)UVtQoQJx9Pt23*(XP_@pG2TOqCgc!k$&Zd zY8#mDsZ?!P6w4ED%c+%YC+S!)Atz^ zreRFhJY(ZUWcS+`4hj^d0^cw$4RAaBiv1)IpPTm<=P`GOn*!@I=E+#*HJt21{m35R zhgLj1V~czmXdb?xfPP&*i>O+c=yOe*v0+APTj-qQ2B>MDUAdwh_o2=0L!@{+H&c^w?j!*_(zIu57 zV)e3jUXw0d&59U5dBAb|qo46f)IY0qV~ z+w(5t-`*PTPX``ftNa9Q+uFuA;KJJj?}LOj?tRT?Dh!b7_SsOZaSX+Wo5i?tuX8Sa zxcIRPa`Tj95Y?!;q>hkm^;ZaeH4*ws5VYJJ*E+z0dC&XNSo&QiYEbWPO0YPf+5`N; zvuIcn0t2l>H@xRV_R(*~cxElZL)o)OCLMi~*tH8Q6;q1*N)Kh~o2(W)Ejm4^`fw(Z zuRJf(rV*i~zvn2=pU8wHC(G?|{5H{HNpuO@^}dQ`B;$%1GU!HXv`HdwZcFW(L*s<9 zEFjZ;o;!z{y2u^AI?UZx{{(Se!l`6u=TLxCnM}e@K+-}U@wVeL;*?_LW#Q~Z7z-YO zHDrvee(XtoH(C9x*Vn$L_WdgvOAVOcp_JDFsQi94>6rY^hHy?aYIJ? zP@(VUpC3|^PRH{x69ZIOKzfmiYwtU#f?$;S1WZ^!PTiu=KEuU+o||w7z6Yv1ghmj1 z#dXx+^z|K);ELz#La6 zz8R`mGZ|}a(8;7*R1}2P$pp+h6haFoVj0^HGp(|zZyw3adse~k(#^k1_x?mh7mG3* zfxODpgKA8l{L$R=c|?GKdW*^6JG{VStosUN@)GFpGvcBPP^loOD5Y-R2e_HZFQHbD z(>ble&`D-el=0CA-+~g2_LB}{;`^4If+Br7QJnZZwo+YX(%5QviYj;cbo}lEfBcF( zw$vA^6>B&D!!b}ksEZEo7ZnSdPMPFKN}MQ}P;g>g|0%wl$d7&^#-~wZVc|I+u0jGo zaP6M>Zfuz7S*??u_}Q=t=G6YHsHSfWgsG;n+SSWiHb)H`8OJ(9IA5$r#S2Y3zKURr zx;^I5-25$GKT4ZabC3}|<7(yy?=#O4m8p9haG|WmC;UCC>`8i6mNd0yxwDap=EAGD zGyNIPZ?*a{na+XHOru%8`=<+cROYugP1fkmLSd+Gt02A2tl}YMl|t5S5m)(+K(tXRbeX-6l(tSP*SQS9YB7c?Kxf2I^IsbAg}F3} zh@F`!w%Ou7&1^PtlL&iSqsR9BiT&;UeUis2i`puBM1)M5o5~_K|&H8fm zZ2Rwf3DG8lu)Ga-q9%hz5GgHRik1EgV8ND|*jNBQ`~n@kXuMs(mYY)}O1(=SY=+$r zBtGhQR&+eBNJ{#=DsB*stw%vL$BmZIr%aOB%Co+ zUK~GH<2aSYicYv)zHQkvwucjjW9aq%5i7;eiiuR=73&}KI{q7!zt~f4Yk|giXDjUj zMB%e;RO?Bb;f=TfxM2;)pbXT~`gMsx*b(B{zX$#)UEON4kBH?<-_9#;RJ;xtZR<8J ze3?507=Qf22Cx2N+wtBpyqWwiFb+9#(9$L(oP;J?C$l-z#Pp`KIVZ&QHlZYKkg;vM z*4e3P;5a{J<5_o_UEYI3%}H%ucoM>!kHxX@>&Z*$68R{HerjE;^aMvaw!pzSsTF5U zv0eeLGXY$F^B0qRKWs+tjM^wo+8~lWLa$!HVXtkn69ktD>W6LU_zn;PW>Pspm)?>6 zSzacpx5XpfoSfh#0FSwr<2F9iQxmMC&Q@NWx5<=dHr*KM*X9%@E0ty@;ulT$$dg_; z8E(HZ62T=`Ak91s-={iXAqZ&f3g~658v)bTY7|guro4V3hiM|KB@sQSYOTYjNtb&fy6e4?TVIO+<)!Wjv%+NgB zZ$1Gaj4vIET92zcAYM))V>=xBoCEI5`0B-8rY&8rgrhKJd_7T)P-hvsu0>i^RUK8y z2gIB@(u5hEYT)uEARkApm`va_NF*%}(Gb|Zx%}K8BcmkqN&#bBIn3yg?Mj6@PdYaO*yi-2c98s^vzg=hj`MDL&Z7BUJ*EO^`4nH^dEfQ@a5IBcPJVkj;VB-M zW>7CsIC1(l$MkDk$3V^g8p~jO;)C%0_L7!Ko4CixDqz}7zHn zO2HkI9GiY?A??B`rKeU=*5?gV`ibero0~PHE0S2EDD_AxWk_vM!Yw9-0hEF+o)}3VA`&(wtO|4#?Zh2hw0t(BS z?73|DHlOa@jlX4f+qSK1zh2`bzG&?ZAVwcUvItIC6#Sl!CwZ>wu6;O39mt9X0Qm_y z`MW97Y5?cVere+OO}s(Tdum0wVN7ZJZF5o2a06?cB!`|cy3EZzQ! z1C0L5ZRWPK!Q9KeqPFw3-kl=P6{KW0s(Eih7@?Hiwj}v5;s`lh23V1cSc;Z?P5Nk| zlg`k#;_IDgyPQeMpsNzFlsSGXD0>hfRM#3i+x8o}Sme|ApCz_tVZ_E4KDHQRL zu2{pTvK8-r%#O}y_RtS@)Zo@&iJ{mM(+mKIH_|})*QO+mA4NAM?=+S~vw>D?meVTk zaBvUZ!)gcSzgoXreu zgYYMndDg94rW!#`Pw-jn$7ag>Ev)Oi-?4>mkHIv8?43!ylotI`^j}&#YwZhb;m4zh zNXZvp6!m<38(_dqqbjpYT-8>Wxx z!F8lh4EwOPy5O2FlJ`P&*=xi_m!n=4d`DPcI2CURd7v?0_}Eo@X8*rFT6_!8{GVO6KtK4Wx<77k%K(Bek%P~iDX30 z970vddNaE}ji8FAA9L9ciC{%64*DjwnLVNiRTTus7}~N`N{FM+hxuf1qZq{-51|u0 z*(gZAsVr%3+pP9qP#{?f_KX=&%)xF?J6n<3_P4jzDePv2&^2d18A?_r(3eid?oWhw z39GGui_LbgWK#|)*(}(p)+D&W?A^k7w+qT$itRjq*uOwwo0M$RGa}6>{Xbeuh5>){ zZ9O;lDb3zZ)iU}`kJYWXiJa&_b(^P$@)O@#7(L*%N9AXUS%t@jQ17c0uW`|alE zqbk0|v@s3Zw@p>S?b^;Qe9ndsHyrC`9P7>;g*JsL(%^PAa6A0~h;iH04m^4Un|-VQ z$C*O)i9+?1LiOoYYd^3TQB&?X(adEP%48MFW&Qi~-7a`>J9__b^u9<&e8gka`Pk(; z{}aoyHu~2}*oL+Sn>2SM!Crs=Ci4^sh1`SvM(Ck=7w zu1EX=eI#uwM|~}~fYLE?t*GgEG&M}KJtuZ6N?e)00tPr6QuiJ+0YF;mom-R%Z=u_9 z3$-P(*nEZ>aE8#WU}K?YgS$LUYn`B6KOV&6FFZap{op&^?|dMRjn3xU0hA`!m*8fl zO0y0P{@T_lv2im|e_aAxhwbanDibGzjD%7Aqo1}h0Xe(fDoEOmd-BS|PO5$WVnVw3 z%9TE(Ic4-%a=c<@;4zCK&%q?0Z33d&`}-Y{Hrq>>VE^9$x!%B}2&K2L%UVh#ySkE6 zU`++gk$7cAIF!sX0eg3L2S(sI8ZADt3zrvP0tON|`rG&i?_fv7V*d8~be~p7TEgP@-=>sjG@HhrLd- zN6=8scju%3hq0@Uis}ouf=EayUDDm%-QAtiDJjw&(%mT_-5@1hLxYHPNlTZMz|6bE zZ>{&wTkEZL9q&D3Fmum6=lk~e?Y(cuxlAN*<|3>JYR`v@cx^Xj~a}1?lZ|>CL4F$SF7EV!S#$Qr#TJ|w-TuYF# zLrCBag_g8rs5O?ZcP&ZCOc<^^qrtx3k-hSt4Zi_>oQ3GDW1^BZ@c#wx0voeCR&+T5 zSz_gAeLez?cf)MgW#1;75za6a#FFMXY>$Nf=^Y`Yen&3ue*D>lrcstsVny<4*W3nu z8D`f;(dcSJjS=$f$T>}}D5@UB@+$nz+U6wx#l+xMBG=3DxQeY&r`r{G4EioVuKGzhCWCuc1SCXrYAF?_oS_O*B_8pypb;VDBfok zk{q_WP4wz6oesl!Z+r|$tWNOP{{;IJ!47T8bOj=L5gPCb<`268Owo8}$OB&6L*V!d z=RbV0q7#^*ezS#VNBq4H^1G02u){WF4_ti&v3Yped$b z53tiFlk#D|Bl^7`AWj^OG#jW6;SOry-WU#$W=bRf!b)YDUgR#X<0MH#MUg>h$(*_) z@Md@SNrpnx33MdaWtYVVf5JZbyICtsWQg*w4~TbSk#>CUmvq04%8t3i60OUVo2n~~ zem{pd=In`vey^qzveDy34RE3LcwzVS&f~?F?YDZkV(k>Yff^SJ#Ykk?aC4y-we+ub zD^1`}w6?^7E~$UR-?| z!zZ%&6({zIL0$|oSMYwFo9p|m07eQl)ir%hoKz0J#{)lA0znK;K}0LWN#|+vIi^wv z`A05BM4EnZJ#|=L|CaD+x|LS=Bl2>MY}n*q+ae9Y?-3Bu7({! zKv;c=!s#cJzx|+2z~6EGBIW?FF9oz>-k%K>XR z)o-CpUKt@S7W|yg|4CSxwtY!IyX>Z~vv_=PYH*v~p0RzGeRcD0MASlp9&w|9ZAM}l zYYt`F=LFQs!(=ca}_P~dl zF7G3toPc-S8Y{aS>b||H-8Flt1BU#BUTPltSdu zegrVa1Ib))CHPO18^JMa2)x0xt^{YWTOKBl&48~X5-JxrIy z07Yb}j9)9`ohL6J-yc>u<*3X=Z0XZDw?rMbno?+=@9vNGr<|_f^%5HwIQ=h!ZDOTM0A~N{$V-A zyHJnR)1$87O0rWo5gY*p?d-F0>PZ1`P2PDG&dx^_ng^lz?jrNQA(-GeW^$HSHCz74 z`fsJ!w%?WXaefDsYzxxKJGhz0pb!Z#R(YPPE7%%5(baQQrmW6coiz1VTzpVO(Sz&Hne?6N=!Msxe}#Cg0-%*wWC%omPqI9KvP4 z4dl`Eu`STjz|p1W1YzOgM7ccUZIVt6M4Fc@9&1)bYwN{bwqXI|W!HQVglyzkZ&njBpS=I{%hu zZ)CN;5DygF2`{lB42VtJ-%$J?k= z?gCwD_Y=M^bes+Xw#}Si3qE0{WQ1@aTlQmnj7TREcD5Xfo}ydIfsYO`^f{Yur_9`q z(#&0Hay(oHR$CSsAWhfYa8U!pW9oU8A8lX7WmIao;co;T z(Z%8pRJV=Ww~e=JsovLdLEc_&11oo`PX^xAul#0Rfs0@KK(ImRSSejqOX^3;Xnv2x zNU>eN4&(Y}Q`)dxblkLR*dt#_L%K$n)D-OuRf*B$hMv)cmeQo#iB(RC(|Y1sH4L)F zBQRUoAe%t=IXYFBVBOCd%A?WhI#<7o4lLwlSQ?AO!sZbgn%n*AD+(I6ZywE7pt&*C z%uEK$xB9QFnFhlcq%%<}&~3#uDIpZ0RBT;Owjtb z0G}Dv3*4Ivochf@vYWwoz`!QdS?21(-6y{k=oZH_j2n(xPXAnVSvbX|2_wl>=A`Q` z>j=Ahvlg!uOlG%O(Lgh)YjZX?rN^QxE;v!h!#rG(Cc}bdY>Ax&Tv%)U^7ufgW@erK zV`D^PQAC5h%Q(d`&c)KPf}PEkXEh4`g%&QECRI+E+#t6F=N&(vZ_YcRiO^iCfr-S8 zouLyp3K%l>SK>LyLK8m0)DO3sQmKxMGdN3TL*|4%rRX#Qp=$JB)Dc(qPAzSGh4B1p zEkbhMkg0{0D(Qsqc%Em=Z@ZxOU{#m9QQ>dH2|nMeg!b^(l5Ptcvk+0ral5EgcW=*= zp?Z36)x#m`b@VTa-k?4VlTO|F`(vF70vYxLg0t&))JOa=Jpm2EjX45cVew*7NI5-I zY!HLg29~-TA;UryEiDE7T!=66a9_x0s&d1XS-RE^2vF-u<%V)z7gGq9&*FosP)%3X zEP8{!BRhOP#4e;q?9it3ym(9_oglK?bslga(o1E&dVL{SJLfWr9OG5u;jP8flC+)m z;WboliPO(!C&H$T4$)NM9MF&^?c&+en#U0ipon3gWk*qN9ie_{;$i=^zH;#dqeD?y zVCKdtIeOYSe~1L{VRB?{b87tN0Vk@01Es3qegu;y**qy^QZx4jvD?J3H+N+%z9?K%xQ`J;NcRe za(TbD1cp6$Ixhe3lT@zXqqKuw8}BT%a` z!X`l%+h!ukR2qi z&3OFQpc`YAUDygJ(Tz{G9%1?*`kWXt$&Fe;%;%`@q1kJaIp0U8)bsB}Eg_Frc?qB@T zA4m6(-1NL(gJqJ7;9sCdq5x^N0582?`Q@y$QikOj(@>Sz&&Z&u(}oQ9J8!Pvgvq;Y z@+9lo1;N;#i`**{R(JRYp4OY~J-E7fq0Pnb7Kdr1F(4i1B45RA%Sooa94u$8h7P_R z8|j1~~m^9Dj0ole7dJGR%7Q*r4EV|m9_hsYDL z_a{#4HBKhi+$`Q%IGl<|L{y=%=%1s}KgXg!2u?c0xVQ|@A)}z-*N$;xE_};w4KMk; z2t)NH3s8d*N9B@r3@n;2Vwe~qw11jE)ue%EE8NFKF3q?^Go!g^a`8|n%`N=}T2N$? z$*chdKuQ#mjz(sjCJFQ&^p8G$@f~$vcNA;&N$fRj2}IPUltl>Hehzw8ZDdnA9#w1Z zyc$=6>S3549Z+wuHkmpf&w!P0)VMmV{H}yVeT8^qV`pV5yr?SziXZon0r}^6L?(9* z%&RGDS5#_@n8xUH?I76BmQ>G-T{m$arUpbpZf22|D(^e_l-%ob`hjh0x^v|3`)@gM zlROmAT>$}vC(NzK=zJ*hZ`HS9NYzHE!rxJ>b-R3$afd&?&UE_p*p60NHFnk!Jw+5` zV87?*l)32|v9p9fAv1nnXmcJFhLsQP6f{wPSjqQ`N$I-SR<0#;o(|vrd=AKNu`~a9 zR}*IIv9SQg+dQ%ou|YhsLvM*WF}SgPEDu7O0`BYd4KO{`Sdg} z%@i8#iS8)vPCI*nD%TcnveM_TObto$3O457_UHe|bfy8qkYn)O@x-g;%#r&S5Wn~H z6S{M**+yj1WrXS!Yri}=K$}&@seh|M9ql&TMd`6i1_^g?TR;ko_#;@TT zzkOxpYD=Q&JBVVUfpbl_IQL>^PD6dJii7s!lFwvC`?7y~zn5AV!Ywal)BNn(eS;NU zo1bKp37EY&anfEyNXM0n4T_`rmwwShmKex{YYhJ`F`xl zA`5J=a%I=YUvmtjGt7@aGSQ5I*>4@GQRQ?`H?k0#Zeod~UZn!9(B;FboYknkg?Bad z<*_=gAvS??873ZYrg1)AmO(gBmi2FI5NsE+H54o{o@>_sHxqNwoa2L8Y>xa-okPh+ z;wuECn%$%`sx_>j)id02@~L2>#7uNqkI-H~@!flmV(Z4t6a3z+=FR?}=i;Vv%O^jG z3wG%Gewo|G&+G3UpRPD;hrkSTO|8u}Nx$reaLb0umI*=1TcGtyW&4x1omEj%+zq5@ zGbBvliFjyyG4C3jMXq>d?QH#w0dij3)^(_p_if0=;_0~({}BOE(w9>p z*Tos&Vk9tX1^sM$IgE42FXi zKZ=*>AJw-&vBw9#;y!XeBfIzd>eks?h}ENNKKdSCValVswO$F}gF8Wrx9|UIxn?w` z=erTL3-zqa1IjFD0sd<7hH371KH1TUT<)*r55HpKz&?1EoVZY%0ey7MaIf%{CAmI; z8(%Y=7$_Z#XG`RHwAEQ^!odg*&U}s0LiR{qpKe~kzQ1&Atdt^LN9&`rnjS8g-mm$z zb6oCB$~M~*758R>EdHJ$*H|iF&f6g1pe0GCk3=mjUgI{2wI~C9!0NsWEEtb;sDHWJnn?1_k4-|7O)6c?kQ_gGd58`5loTr*Ue<7Mu>_KIwtiFTqAP*qVT6>O#053HH== zYUL@@KaL?C?}jkw@{1fn!syN)Z7qvht+$T{aB}l_%>Q@tzuvlqY9=70V*UJ;l_)Dh zLRgao242A&8qjnU4|!7vsN7RSzb=2X{#27j_d(b4<7m6by_>Cu0Mi8@a-}&mpT36r zo7?^na+Q|ciILu&czb03oU+g`Uif=ipx?C~o`pv7b-> zqS3(8BuIb6)xok;y~s6V+jUWn_!d$Qcyo4N2?89lv1w@X*&s)aLHG2e-DN7 z@sTO6;5u<6BY2s;W;vEe3o=XVxrs9KuzYTBC?D3r_bO^gMQuwj8JDU+xFSU2oVxj} zu|e(d<3xd}IYoc~{l?*;H;`_iHoJ)0Mqr{mLhCsh8wfYIS>ft9btnsW7~kAl z*7gY`J;si9kK4*qkqdAYSpO=yfJ%Z z(=PmFc;!Z*^H|oLCL$`k5U1*Wx|lJXro*0Q^Tm#DW=cYn7RrHuq%Q)u>Cz?QM#_iV z-|s9c^KTy2z0Sw$EKuq8X&4-#w|o(l6qABCTtWy4nUZuQsnx=4|0w~93V`h%%l_9a zuJn8Q=m_FnQ8HxwLC_-(^*s_$)mwE+;(?V;MYFU*BAS!uWC+iy6_p<*NCD|aFuRN8ON;DDGF55zE675Vk>Q?DkKFPC#?vg7zoM6H_S1wchvZG!$0dv+tw&OHUI6EU*WL&W#f?P^#0$nRW|#1_VR|C zamPH1KoiZl3?uqWOP8sj9CsCci|`nGbXEUJ$A2fl z2r&MbPOYPXN+Ps)_-G|H+GOu;vQ#$SW~c<&%CcXDO4OZGBxLK6k6d74#^{pEsf8KW zit3w$Sk*$$YCXpr0y8S~nF&`z6&M*?vpD;I1=G!6*8-R1xC-Tfk#qHFe!G%|+!zqU z_1iQ_pmD`=6c?Pt)F`dJs}hB;s2K_SVjNKqU2~%7Ox!0*!+?sfH?x&j`)YurQ9Auw zl)RdLF=u1NzM1LBcSSrsM}1SdM_o64uDGRE<+qNnEUG_SP7JkYf}cxM-l&5Whi^bflFCRqTm+HbDoh9$oPf4Z zd9^7y%ihm97e2Qu^!&FMMEvy)Bj1mUwD6icl()OA)~)amG%3!jL+e-FXY)PEKQ8x_x&)VceYR_K%zKuLlbib}>kAfTBORBi(QYt6YuLTd*&fqw0c9Z{%Mq`m7D!zKWo+idgR3ib# z-382_&-R!GO+FaVXD==^hVq07;caW4(3nIXkNf=N> z=)Q@6KQ10!u~nikPKULH(~b#MPOOPBwP@1O4q(q-5AG;$`<+W@iGTL5Qg6ypv;4 zBfV@)yKljI1{j$3PjhlgnVWEm)p|)Wm?JWokPu`+4!TB#76au;< zpK=}@#?#lEIC#~}c-6%Ar$d%-?jZrD8}(Wn^{I%t+3$tsU$H`w7Usd2E2xE)pU&@x zOeof%0?N@f&o}nm7sLV-eb!+;;RCSjs@={g7raor(UWm?hcHMlR|>?rQPu3KQ@xSW zU;MYLr$yy%RNcA|oZ!$)$;vKlsLSu_br6kImX7w%0a9$&vL_$YR3_@qaX`!QcZu{xy1$pjm zGZEFp z8Hp@eQz2_vqC4i|nn+ZSw3RvqxS37wQ*FR_ua#eF>|zLxrrNbm%(mQnGDiP*V2PY{ zi=!6qpDr||0{9a3gdFE18;&EJ_Qx?ke&nZUt*JTDZ9nRG{B?hlmvH<>K(L_;dSmdg zI_VtotWkc39ZvO|Qe&H=(M}cn)MWew^3yd3TPEa9u+7&WSXyzBEd~PkcqnXJper6C<(@B!YV@g!qXReoPfMZ1M1Sa;Tiw0e`hoV=&z6UL zm&;B|w1N2=Fr~%ABf2jwB!jVa64mEwwcrj8D|tpz{O8b3wW{N+{$xtuX>8n&juU*$ zf0w5!VTI_ZOsFJea~UgAt=3zmi8wfor5#k2jIEJqf=LViLY+QgO@x#cghI;}fF?oB zZr&ZCQ9}HpWId(iob^*l9nNFc-PnkCMNqOdXylTMx3b59Tm80^mTae#Bt6C%1L9{) zREKrSMbEs^Tq_w-L_(8}Sd~#~IPx;FoG_Y$7FY^)%92M5X;jT}Z{+{xza0NGn#3t$0y;P&Rm(fNNclIV8RJMFCL zI-}9{KNXsvN5ryXnaNWWRm$8@al+Lqc^{*<=-qT@5&#K>AQx_(t`$(OdikP*rz2#U zb3}3tAvWf`xD&#=XVc?{<=NFnhjvDX2S$fWDx!Y)9BO7nLs!&m1Jt+0?QhB*7Waoa zB|ps`*{`0ffjJMVa?s`qaD%twH-FB1-T%(`gR4%RER!^hVNw;I0uvElB*U@g(L$;F zeESH=2HrSwA7H?cN`44QC>nCD_2&8&N4<*NNY~Tat&nlH{3V!38=qGqTZL3-^V2((o&Jo3e`F7A zQu6d;t3Tn=WscL6>>0Mm0;ko2@B(?cOJ;w|Axd1>6|0QSk*D zH%-Z%mb!@){{3;fyVI*$e$Iy^Uc2hnW=`x!ySedS6H=!Zf(#d7`e8s^Y>uTA4LLQFp?YVBs? zc*q&-YOKDU&yp_MXD^n-EHQ2D*GtL z`a*uW?C(h+f2wx&drpW4MmoLwnT(ty1R-AD{q1bfR32>>zBmJT>1Rwlp<-v493%R4 zHdy%|7$f6ZvvWU4jImw;V+V9LDJ`16=*1UZCp+?s0C_l9R4LS-;_*>`%LtX_+bii{ z(a*DnHOCdw4_PTKxF{)ef9fa=`KBx#8|ur;MxLtL+DAzjfjnqvTwG89GzFij!DOnB z6@XJllH;CX-0KK6%2jBYui@tmYCC$M-s_Z8=8h1PGlm3!g%hZn9_6qm@uY_a)A8rX zWeQ09xTLxPp8H;?hFC?ik);Dyn^S=`5>KvxwA+qZ--rnBfwlLDCm#0^U2)7MJFtKB zYAOmmjH&GSTu)IyWH*bnAw$&yu?%9PbHg}gRd4mCXS?IigJFKg$^AqN_J2pQI@oWg zo=+cD^yaDq1?5Gde4;AMeuRhG)5GwpcdBl>)x6xToudk>lZTF|&W++$Ar7shha?sq4!djsGklV(fq8B_2108WmJ;fu~G zTK??=RmU?@BZ`1Vsi{DU%$h(El8snJ1l4V1;F)9vC!APJvNzShvGp;79vctaZ3 z*e|TIt?^*Qf@bu4OQBSgSL$%zM&~R;+U&)CYS=2*_H?KhUE;DgE-!fb^q^x}xou`{ zG_-DP<)%kz14TbSVUza}k;Do)^5Op?dIhM-vWsaX{$dsfBjgsr>m>#l%a1(aKAEk5 zIWD(*ChvYt?Or8?cZUc?W*#=xxU2+*Y}A9M;1QF-8wlw$W2>R2ONZl%UHCX>Vml)ujh+C&e1nA zM{vh87Qi$9&MJ`l0R$o_n%*ZV8As;VR(TM?68d5s~9~W=wy148Xn8cN3(35t0=<9@B-->|%wev0;P* ziP~VvqWU90>pyz?Vyv$*z@W6(1E?rn9(qI8XE|`6j~-P0!gO7x>&Ussi8-+;UoM{K z;PyQ-S1FaeSfMg;{wTXy=0U12wW{U)t-p_%Ba5wD)OLIjI9Z;&YO$!MW%NpI&fHjF zo9VXt__xe0ZwdIL$fuGdhDVSZf-X5>=eV#<_+0PT$% zr0}^9FWf*^yfFsL4KvkWAS6QIk3ct5ThGf*BXCCC52|%x)jxxrXqF0Rwdb?qlo7-7 zYC{<7gFtD?4-LEt@LlgXp0`t_-K-RY2_s>p#M_O=oj$Y|cpi zzwJ@C#3HojcESlpc;FhnAwv{VT87;mh%x7-L>#<3-}jB{9l?Z)KP`;U5R*+UDc?~O z(Shk#M>!~$Zuuw_RrPZMY3OmGz^eLlfyBrohB!SU-g6l^uxjl67%2zPJ6u4d{ooLn za;t}t$j-PUb>DS#t-6y8rA@3BE7k?lr> zweb|r)o%2u%MbfHQ|QC}9Z|hAPBEd4G086Dnx8Ph3`+?p#|Oi(F8lUX{CLx;Y3Sa! z*mmLp*AqmOM|S)7y(-6mKl+W6RPOG3Ue075#X*eq6c$Db??Lvl%R}KLf|vjCiHUuC zDslr@S@MNQhUk0+55_@TS_6Td4A39Q)wer;I@y^ zogX^{V4eb;%HF#jMuem#KgtrS5ksZm?PZ9pw^a5OdfjZvQtusn_%D)3urPg&wowJy z$g4bY77_)L@edbkO~JbnMZ{Q%V!!2|n*%f(1it%*`;@>l=x$5BYqR?*;3?nG820|K zA)|#$PV()!3$uex9N}jjw-3|TZCR+xn8`nn znk94RlzoNin*?mfK5G;(-+iSCoHDE8&UxP5KlBewmZ?x~V209OU`VtX6L=S1hEH|M znxwN}r3)wrdy{%TSMweEO}sj#0u5lpO!o!IOKD``G|TCJKTRQYOre{;7N^L1P!0AN zIL0ZhxQxrqaIMQ};jb@v=Zbi2%3?IyNjYkTZjvdi-8>5Y$_HsZ8xMVw6_n#-V02!l zC&p8rmqnda5LM1H&?wfw04nC+=Ju5Y;|zqjD^Di7KyCX;i-6Fkq{CJ!+S@o8b3@P~ zZLNnxn#0j)-X3(b8-4sjw=T|b^{7rU_9x^Tk?dH9$!A3eEEobn3)qplDZ9gcHpAwE z{Hf`ip9)3bCcFUFB_%mSDgsg%9{}4v^m!=sIb)>2IFqHcabcYs`i$b_CtTkwBM}Ge zR?oaVT&cB^mnYGi34a*8`R@3X9 z${u$*S?}-TdJG`F=MHI5D~svYM(J^M+Ib*IZ52QM7oNfg2XPtf6=bn(i-$L;;j-QI zkPyEZrZs=5i(NA9=AQc}Q15!zN^J=Fd^ zD|En(1iLG9FQes0`jV0R$=hn?A|~*?l;@|g24W*-n9_g56INE{$c{BBFZ9jmdthB2 zimD_%`t#YA7ptB#q~{+nw{M_tK26t<;Y}ZIFUPS>R!uK(@y6L{c=H|q3Q{T&a_SYw zo&#T>4;)KaGOM$!wd1Xze_6oTeNLFI)s9dX3oUxZ5IgMS)Cm^q{zCV0MT`%^fHeD9 zXlR)2LTx|x{l0TB70oN(D;*NmscTp^Q@%}*C2b8El=BstV>YVs}ZhZ`29 ziEm}m3LjtQzH$f~i4$wzz<1*^{#Dws0vwW((KWH6H!QKLJ!aBs^2y;Jd19X*^Bdca z-wPY2j)%XL8EhOFs+;iE4H(1Rtiw{h1Q8n8jikJ!#BqZZn*9T+Y;8nf6R6~3JF{6=5g{L_~4#B`<~Y%*gs`tO*XzIt)eLS_*WQ0Tr zq1PU!w1aR;#hp>|!j*K?iZDLXrhf@7O_&FUPjthNOU~0E7TU3p7LjgVYtaZ z6kG@$aszUGq&g4=!gIrmLMnL3wmPOK<1X^tyw+cjAQG8QALItN0505Xkn{ah&mlKD z#TJkflCUg+sWL$ws*@F>jynVWSJn{?v)8A8Y|-3Ml-T?IliFTNeSAW|n)cK|nyW5{ z!ZZJ*d4dv_M5YO5n=SG1-!{!4Pty5(lhvfNXvjTT_6XH5`hF~GfD||fQ#odlqbo4A zeF?*(<%_4N^l>n`mZnxEO|=_&tZX1HVKCHUI>+v$4Y*Rlk&gwgOrxGw?|UhBTkdjM5QPo!}!J_}-Q z7p^}?`U*3(0ogeDystCj1l8PIxl#NT^cq+m(>es4h{QQk`gzz64r<$c*2o;Q?-4t~iR5dDP9B40us5R7UpTEnts z$tqwP8ov4?m^ow^$pk35b&|;31sG@K%H*W3#y#Vc$C3+s%iKJ<*f~396zXFrDM z#Ak3O5>wVaP<9@V4G(G_C1_eWLIZcS$AU;~N#z^xIujeltK}?_T6m8JJMVAs9=mVP za%{2sTfd4U`ESKQg~e4M9eE6h%Fw#t76O z^1DasxB}IhU7=QG7x`mcbF}}zFXrFU=!o7h2v!6w+`aeWNYkWieCToCR9kH z-v6SB(gP?(a4`(Lth2y*H&+?f`|>-cz^cFz2^d+8g;FFODzb>i{*R?Jf@0T4F|qv3 z!#_fdkBvWzpYr!d30+=sSzeMR(1?Wwqv?hXDAH1WF7;VIb*Y$_hAwmlC`Bx-v2s1a z;!}3aIXmW8PESeC693%q}EQ+;`-LlGJY))3TwJ zn;72>TS>Thxu1k^C`SeQmE_ctFhLtr&NJo4!Q`radEUxRGmEAb4a1L@3mng(7wvbD zv0I=GD%oKlBkG|5=<&BMdEs~4M}C-9P;iP{e$xk~c@|fl!}qWgi=Iy7M?xbDl;s{9 z5<5qJ$s-ckS75N#1ooQTG*w(@dp>h*hqx7ulNQli(2G>`SUx#qif}8-(q3&Fdw6j* zJE$bWw;s>C#bHjWoBrQKfrtW)7qp*ov{Kx#NBF`wd<19CuYHm+u42kH^o$NhN_p!i zwRvYseW2wmbx`+3{?>0F(N8YlE3KHk>o>0~+w=f&*_NMLrIjSInB20e|($x<<27Z7{HwCOicaof3~^qib-#DNMJz8mjG zBi@FEtzE-QI0f5U`@=4h1$jEJf^j;~*vwqYgVD@+CDGw{g;sjme8++j=KgKfj@cF< z)Wyu09(ree+Of8*{QZUOjE-l~T8(_K(-8aSR$O;iEAR|Fg0v~Gyjw3l%Wo9ui8Q|` z_}v)3DQw}`Q7Lcy78to7cRY>@^fad0Txbrg93OlFo;43=4fA?*6Iq+;WJ#|Nf1)-3 z+wZYlKs{=yB0}Fww)Y$7N03uBY4Jk~+XuUa4dm*Aj1j|t(m?KH4RQ#F9z*u9uy71A zo4H7l#``*A#r{lSSp)_JA1xIVXAz=*GkIy}`ti8DGL~J++!aY+kSR@M__Y!Qx7(s_ zVIl))7!7HwKpz6PyfcZO{7C+3ALw5RSM%u1W5saeS+SWMdY@Q~QYJE_L z*j7M;<4e;F@R)9UCO%*u9!+xNUx-o!olk>lCy74&gRy;ykeI}YFh)Z^PdM(dUiT3@Xt4$tq?$6IrHJA6-X%`rNRNZhELMo zoqog1Zl2$pAjz0ulSb{V)xdvL7x^mp>QbwXo_3pAJvmfyb1~>sZ!=wU4A`cJ(9v;| zdB%X!7q5pZ^oy@F8Ll}y8dOTpr7tlXIkgU&5m!G$8%Vs1xklP_m^Gg|8sF~Skh(RM zMsizG0%kR{`H*(?+bP8|TBbN}Ylq6wt82{hZ)ZN^usAM5tWin!dugI+G5^ z$cZRsmd3v=t}9osqed)x!&N><8X~3k#`|;aGiF<@k+u8_(#mFBa&$~!AlPtqoU#p(K4JGM9MFHj=?p7bFhEP#0(UZledI|JWY z^t2o6(S6!&pZ(cxg);T=a+f)#^g@&Fvef1>B7Dy_hl<}o+HO7ig@b71v03po%v%lB zbdqAAp&Y_RAqbn6-+$#{cmdgd+9S(Zl~y2wIRMBWK-Ss{v{7H%ANf@q4!0M7Gfa%y zLPWn=!upWS_Ik|J_06bl#Fm`(0P_oM=UoOK;TYm(2io&I0F)Sf8;lkTl@U{NjuJ!s z3{%&M?kxB1XKN(SL`pVjSKoL3+Z&qX5We}HOI_OhdXr49x`HuM&NZ)3)DS4Q8(>lV zNMTn{hJrhWqqxw>h(yg#)cz{v3)L_w|i9ZW;%i24#NV)NWVRCn}Py9mjjw?-g7W?yPz> z5^}pKYlgSW9|A4PJLHTpd;FhcF;kWUyY*{-hn)Uxa{I6XvEBR3BLDUJH6Y%U9oXGs zIyzVZL+TLx(iBSW4ZVe+YY-|&v?}fR%DF&%oO!lwSYK^pb_-?6Pj_1CHM0*RK4L4Z&bX>TMBUr_UMvx*i-yxO!GQ%sYlBcOAtoK zXwL?uXZFpMLEa|piy;TsKscF>2FaHsZ7V2IfIn)?f%nB(qYJ=BNp0Avp+5b2%Ow*CZ7mRW-Ml7`@?HF20t6s%h|4PAs4<&G>0VQ7=2tA7Hu*p}Ig1h26*+$V{U z2hW(1cL25A^VIJHxLWJU@(i#+YrXE|fHaju0F{Im$Rd8!nwNdH*MTEf)w=OOg6l^bbIcWd_wd~mjDhkuO@-E97NMdsbC-YUq|%z5_|Xt zwdMvoZ;|nZ(J3v>O_}+(aF|SIod$Yy6dRzaPm7^G#4LTL%$#7hZ0oVYockNHJfCrU z3m7Av06sl0P)7)$VuS)K@62z(c0}!Fle`6u?HfDST1Qf z8~Uyu48IJ2$H>fHGkH5CUxvsJi%IJ;_@I3iP%NGh_si^;$Mmb5rxi2=GKDG-qW^myFO44=|QLE}q zI|J;l5Eur+c$vJ`pK)95c-M}%Zsr~1D!Lo1R{M?)6X7(srwg{bmv)J;Rn-ZcXkr9g z3Hm%c9nqsB3j+f;0TwUW&5r}j454pGdVg@$5rOVvNtk#=U8c!!)tLR9u<3W$sl(|#8QD1umxBBp;VhZ`RKK$VQ}ii{y1WV>TqV|^69u#fXh11^pU%=i5q{0 zsQy3McpisF`3b3jb71&sy)r7-BvjLTmw4+OoX@?*>ihO6SEBhn=imPa>5<6)$MIoj za}d>c{cI`j!+!FwecNi>246Td&X5Sk98uLDYBQw&G*x=y#MQnP$ub5N;66Q;<j!NmuB_ltZ=AlKiz=EhD6qBWxv+fmrNh7-8vt zoG^NdxN~xcvJNjUbV6ajq$RvTB;$PvzzI^!XScD}Ma|8eDcGi*fqnjPF6@JoaZ89_ zlXKaH2i+^6{jdTv( zxV})WO#tUg^8s7Y!Zr)3vz}BlDiI(uFLS5g_Y7?o!yLOmch(+TR*I8-wUuEWgJ34oMKsINlb*A-V?UfHj!QFVRQ_E9mYuc|7@eH9e?0_?&L-P8O$A z6oDK;K_m|tIeBXH|NXgWTOcOUh-C3>Q)~Rxf^*yaKHkH)6Rn21-)zEm46eUz^E!i9 zCUOGqT=l%WO@I3(Z7~p%%nA~XmIGtDz?k9o%g5YNcR+Y0%q`umQPI`Nt98f3s@cJ& zmcyl%!^GZ9O!?;iry~tD+ufM_nfCjS?R39D)VRP4 z*C3-4*~nauE6EEFu7b+z8;Og~5-sUFI@PxI7RwZ8e5Dph4rVgqTju2f#+fc#own?$@H#{yT%H?`xzXhHI6+p1`ebWxbV z7x2)zU2E^Fs-?4IWk2yiJ@O*UMg6V!AYY04VC4Q7?X^Aye~+S;z-Tjs%yv7mJ~?>O z@5_?l$ju;ee2Z|NV6qN~35X(FrJ?VIr?P0fB)gxBZ%sHm2d(P-n$E125>=d?hA^v*4&A3G#il0d)AKV=)=0V>E{(-Co~J$mGggu0xmWhYmOUO z87Ac^n-wQ^fZ)}GFts;VOsSKu+F}0R5$yY2n<1}TKfexJEzEJ;myNVp_rt*-j@LoU z9C#qV^cta_U=9dHZ4%{o$onz%5H>f+{P(uk?imn@EjkJ{jD`Q<>MEeB=%Td&l7e)n zba!`ybT`rs(hZ7qN=Sz^NOyO)G?#9W?uPpY;eT(fx7ILT&c!=3=bp3ox9i(}Dyt$_ zt+;;X3EpYW_J3}; zOo_90L)F>ae(H|rWV^hYEGsx^3j@ni52gY+Kc?ZQS$eS%Zik{VXWYnb4ch zZmu~T-dJ1&t5wa5HE#BV@Vb$SdYS5=1J zq`pcV6=;a96GXwE3_D1c{d92P2PJ3xNCS|1m_i5#>qASIdnvj1LI*tGWHJ7C?VKHW zYxB0<-&83)8%ikQF^-3EjV*aHV&05b60BsA%7(usSaUyROBuh*V)Ewz#!P^*5((C= zPuc%`9d}q(o6Qg4S2gy(={Ac1{+HRCc=qkrTASuhn3|{b?GQq9JNR@J?Ki=IbLh>X zAQq4mZ!(ogQYSv)$F)NIzhwoFCZp;k&MM3)Lphj`;#edy6GyzB($~<$3W(9`sfh zz$$^{k37d+b{qJG)sLKu-I!~vfTOw07=#Ovg0uZaQCHsgLl$M%@NC6FN1U<4hhvwN z&X+)G&4{(_jp4k^u8vyD()W7R7!_%Xt%2Wlha(INDR=eF;89L$wc!}^a?Q#ZM)PVD zOv2y$)RKN18hs4;pJ{&5kbnP63D`-+pjwC|LYdah6*oKWYLkBnz&=>f;8()-E?^(5 zH2%S3>1vGGpG1OawBV=* zg1XzG*R~8V(uJqbkV)3iA}jzTVyNQoG#_@DVj!nzz>Cd3CCaOL?#@yJk%OFkF^+05 zoh2zmD54ab;y;!35~jI%x8bn9wDSW2oVuOmy?s-6Kcc)P2ZX*NAGt>nfkE+yk+bzv z?oUsJbKY+dfqPy)|2QpclOIVe9*xZ2BX5o-7Fck!k(){LhadQU1Ew784B?Xu=EIE4 zF{@v$0%!pQCu;-9YbYGD`MSG2x8a`YV_VF7%c5Aj`J@pJzgq{TnJfTnH; zdaZT4xY5t~HlxDEc{c9LyMIGGgv4(~gi}q?mt&FDJV&x!nB+M?6ia7@#Eh{6*?^;D zXT=SuSMnqD%~hXFq`^4UcwXy}c@UAdgTXnT3E=fLfZsQ=@Yx>Le-$#B^K?#mi$NDCEC z`OVH@s=Uk5s!RMzF{p>$0=pLaYc6H9UiJpkE6T3U>+a4QQ7$tifjxG&zk~`pqxJKj zGPxya7&h2wDEJqO*`jdj%D&hoP}cfNI*P-5keTlR5-X~M=f1rASM+*s&;vuz9(l>t zFX5c${&oGm*bd(b+DMys1y`r|Hr;l1x@Pd&zvqUyGJ}1^uJMl=8z>gA?P1eex9FeW zO2w0@WR;of^dkLuH9mjea&NPZk+?qKAtnutm;L>myrVzG@swtNu7&Y~Ke9fR43WtU zP&dqJo}~1l$q*j!r9XZ5HD1k!Ly@xl7i?hTL+`{!pUwr9$XZ5uOm_4wC)GjrAowfC5h4w2 z4pV#>kj6A}7rg=@<6r?*k@;Wx_~CU2o*VOT-!4be+5u4}W}1n98Rx`zcqRh}?#vUC zFr9@pmq0QbQ|cTl=D!NO2R%(`i7IHn*`qLIts{JA(^>x@jxV#RNC@MO=iD(O+U73r zVx@3hXH)wH#RCUc(`q6EzFZ846|4&5`iLQznLmD7GpNqFL(CP}TgbfQH~lQ1J9bYG zlNi1881t>o^Is^mApy+!#(-@$98M7f&yaKydTzNVusJ-i_22Q|3q%hbf=4#Kduz|x zdG*=9oN`B{9KXvGeU#Su`Cw_AyTA3J)5a}^d~&AFqxnp?l&Gj&cL0D_j6oaP_vb$#DcPDKv4tywr8sAWnlIUQkh|tPd@lx-P#1>-IqV_tw}dxY&1~g;{e)`QOuJ*37|_9D>^VWQzOk4M z4Dyj&^xQB2S@TmR>h$BQp8na19Uj>sg3jp_y$v1CL_IK=g?u_O3og&`k<@AbqmEPecfODae7m3B;StT6`(ba#F_eDkUC6tv2g?O$P zF$L3pWuy7a0@EfnCaKYIHxe9PZ?F%)-@y(y;ew&ap~}@n#-MKN3X|t6LBS^X1@0rGA%PbK-c9DeUZ-n5cM|?;?0j- zi7mvz^A}E+bOuELIW<;#xm+z%(~5=uY>o^s9|vtGa$-od`B>dGk?}~sV>})ypQ(yX z9RFb+G8ntJKoNDTUqR`(1PM@F{(~r%)DAX-hKKLSL%*0GNCWq zK?K(kVZ$HiW%(zjn(0c+$G|&+Co+}FJN`y+<;~OSj$jMG-K&p*H}oyBI@c$|+SiLJ z^umTElH<|S_yBhdv$xuLCG$)m5LOW6Fr+$@@CzQFhlmoZ^^ECYewm=wd%9(5FRVGGxaz zGiw=0<9y1tFL^a(5oBq+Uc)M@)z}yVW#V<=A$winzJ0z^lXC2!u3VbdT)vq9UaM{A zf{T&SNbjIjm$Te~G}uW-H*3mhrbJ?!Te1Z{I;2@Zs|kdNM$vvU>A&16ovxP5Uk(z^tyombV6^=wz!n~rrXj7 z_sG*1EM)bgryD$W4 zUImCT_a|7!juAfkZl6D}F>CE?heGQgFjo_0+^8t!6B|a0Z~lqLzgy;&%X7LAkkmFt z^eiO3f$?!Des9vCIg~C%cM(Y0mGYP5HTDEc9xWlmkmE~!t~<__w48R__)yntvd4SO zuXD%uQ-07oY6{N1C50cxoPH|ui6n0IzA}A^!{ogls=#O6eq~Me`dOo4uS#vq`t= zj|tJg|80-BbfEDy!B=*G`FU^@nH#*e35Hl|+JfRVc_6Om5A$>Wl}?Y}+Rc4mXaH|+ zxISSfgD4gf-(p4HA6svIuj4y$)Ao{tnaWtIX3`rcTzbs zY1aq~?^_`Q=BA71nLQ$(l*qh0qG8i`us@0zpqf+NSj@U`NFow*-S}uf0ET|&!;H(cs+ZB0{4z+c(EvSqlB=uM!F>j` zr%M*`y=_|7=lNRU#LldXG*mJ0Fy*5g_$ZR3Y%4{bm^3%NN}E@QhsGht|FEte(4tZG zKpSNq2PgHd7aqTdA45~hX4?QW;^+M?j{UlddFZ}-_+GJ13$7)N+qrJnIQw$Tc*{0y zn3HVO5qnY8K{Px4`h00(pv6=Ch<*1Ojamx3%#c63z_X%xfLC^~1vgv#X&6kckHfT; zAMVe~O8dg^&bx}0!B3^hUoK}%v3$^f5^ltFOIji+S%5jZHWb&L2sDI#|5U??K-n zzFu90?hLDKtHcfl%)==7HM0A7ssDHE=%5XLSYu4FH+aODj+kQD5m5n#+4`8l$drtu z1-NlaKsrB5*d!3)p8~Q`J9>)h!ZgN!bA*Pzq3U%48kOFa>0A~3<@oC(4EVWV#EB2UCYWivhDwKRg3GSdq`9a$e$;+f!Xi#w>~cW zkn^pBL5t3;XuG)LUVJe(CN5c7YK?n=XjfI@!cQ%GvX3s_fNXWkufPXJd zR!FzF21(u1r+X9at-44X2^RTwfhfd4shy_jsdWP7TZmBTSdz2*IsF?}e(+P%%|hvCPsc=g*QboMnx%gZ^|Jwi@*!zeW`9OevM}YtDK)+L3+ukh)cN+KrF{{Xj!DS3( zhyKW}Nru-Ed&T-q?uQ2Tl)9-^AAcDmd4DVbTajEeA*rIJAPIH9<`r7eW0k3b7TkNl z3Z;*Iu5ejEl5u1O zHnHNb)y$w|Gw7FqYYlvnAr3P(C*y}F<2DYqVme74?CDQO{VAWgt`xisukIYJ?ws}E z&+m?#Ojpq{VB$b-8ut{<^SZglF^e*McgtI8o4w(BZp0;R3F4Ym6o9{ZJ5E5}pp!63 z2!dP|h96x<(4({`_yxZeYued<9C*YU`?y`tmUn&SSp|#RGafme+Wj#q>}_Nmk$e{$ zl~4Z8LDPssqlU8RS_0Pbwm|iUQt!!iECu}>%DEF8Kko(moq>D2KfCE!-|lhW?zsfs zD@9E@c#mAgF@jfeWtyEi(c$YU`g-B|dh}1DNMoxo=*5WtN>MCz?6-bYVQcyK6JdQG z!KDI-eKu)Wa_TNLG2p?*fOK_nsQDf1wYBre7SK#Qt3;iYZp0q_D$p2OB8J(EVdxz7 zC($n>_{M)j2%{hVw2ze4!oU7#DGG{=46Xo}5`0GzMBe@oIr9i0q!DHS&cZqXunzc& zZ04Or4D%t5=p{DbK|U^UKu+SB#-kE<^=9mNFc(GnsgfZ z`~R5RG@*^vtyP0usgs1@*Nf}CNM(T5dLrvDzR$wfyA*Dh+$i2c(ysNDK*~CR?*Xh2 z0Q%m^qoN&E`xYnD$iMcc|DaP_H9v9vzUGH%VAj^3FGCH_b9rTU{ny#Ed zp(;8!yMv0SKWG|!b5>jBWi0G1CWN_HqjqjuNaW}B)#bE7fagcu1d&8~n^+Jz8!>a) zce+fbeiEQliirTSkZBUxHPlvz!waEGWi3Tif;`A1pT;e1`@2;>&9c$wic1!6u`qur z00uU%rG5!t5!MQjhE4My(o&?e!agy)|M;O5y2xWNbB70P#Y6xv{n3pgW$HDvp*affgH%R?XmS zMRmEqNB&DMq2`$@o$^njAJF9(^t%eYEKdCFW#C~Gg0M{njyu+1NW*w$&dao8d@)1G zpIEJ(ZFjC;-H*Ce3}0P&T3o_V|D6_NwK#1bCGmr8@i^MsQEC4Bpf$V?2U#uU5ASJ zoj^wEg4BS%KyJO`D+-j4LC;e1ZeZWd`EcpZbP-R<=M^7cuN0w?RA}TueHEIzdwtk} z^42jez@tAPO0+=3 z`knr@w~J>hcgynoWhEg(86|;h{p%NFwK{E{UGzk=Q>rSWJT(Rn%0=2ACGsw5ejRLj zWLZJd>qb(_M7|@gkV%o6x16lA;KNPS0spmsv9RT@rjf!yAu94~Bzpyt&(}ml$!Q{~ zJPr?Y&g1ak^3jA|)35OL3-%XDvh3lY4>fWb{(^2Jx9A{`6<&BfUGGLwwGeKQzxIcs zmq;O^L;*o-_M^bK+ww{6FU;Tn1`!aXOwh*uU?_a5l*{Xu(k1>e?jg*znL2t*BwsE9 zPufk!Dm!Bro^Kp-OIxbIf0)DxwmZeE*3AW}TDdUl-MDUZ!kOBS-n@Ryan%=XE{nb} zHR<#0d@wAZQOsN|qaY;5AJ*uozu^eY^ZIS>dN@$43Lz4Jd6-AH$fVJQ0+@;jai^ zJtS3peWJ3&=f{dgOE0me(Ww?ZDr$OIE>I{NXZ0U!0ww*qWfQ8c{!GoxM61pisH8`h zb(+j9@Aollgyzjg_2P_dIB%F91$$lN$VoB({v!=xCjVI^j>BO-860D-)g0K zZiZUz-*Y&q(g#Ia8Dh2*TItgz#5eix=<3+F(08t8XjD(gR`$Ve4^;2NJ@2~>w4+7e z+DCufmhLkp{B&xx1h=_~x>91 z!`rH8+d4-|i*C*Qs@fq|WE4KC72bXcc?}yN`g_^McnS*2>FEn*zjZ7x9Jx>t6Q3>@ zON;WaOgZ9M3#4JaAv%}*<6~jQY&`>U;%TFUvQH0k8qB{4C{6~!riaRjeZ`e-+eS6^ zU~ZqT#i_9oqq%42OJrAg`!pADjWf24hU6Kzijt{Syh|PF9eI+wS2 zvWT*+*jE?c_E&u}PdA|tF-^Id^ts=m=GN{iHN3;wUyLJ}^(fGEI2B>hrLSt5hfZqT znJe!Vt>Ppbv+KSq6G7}yl4wjzx zwV}PjkIreBfk_7i=HXSZ^?pxzroy0rmenYh4e|uj8<%Pg#N&?KX>h40t;wMzetMt+ z%bQ9Gh#tg3|4@)etekFO`{~O4Tn|O?g{0K^Zf_<}65+Kfb@s1ktKi zntdEHCU=DHDZpDU+;~-5gJO6KL9cmmXLI37#Z}=5;TT?<$)jc)>vH(>rexOmwds~t zy=S0ER1p!@D@@1S@sg}*aed8Gd^A+|$Y&LB##*CL>YH;Q;BTh_ChVqkuPGg!EZx_S zbBU-lgV<7<5>XGDnfWuR8O9OXgjj5EdKmioGVt>yjh^H6LKs73fLR9Tv5j=cX$XkG z7gTu~l^Lh|YA^&H`+0d=+QEtuVuq`S01cAt%Hq>%7aye?c@?;pE95{2z@gRO=tbQy zUyI!6^--!ZbD0|=CE_=&6KN;)!X5p?H512I;3S7qIy85 zO5t}At&rWzZ!ZK&@OFEL%!XSN2XXzz49D#6*Z<~~}+tdgrj6P`Ci1v&&u z`W4Wt3k=}b%>ai9+R?axl&rgZNZL`cec~)-;qPL5U;;?bCQOzB>R=nZ}m%LUg z8_O}Wa-<9ir!&mTr2k63{%fR&82i>>F>RjwcaDe*CG$Ha@e*dw5a+YF6sXXvEu{}U z(LAUw@LhSoC{oE!D1&I~vwnKQZbA5klJWU}S7bfBgSNWbLwV3h--!@dc5iNM)t@}r zZzD~`t6LaFAej)lrh`=+LD04_g`)er-?r)P{EPW%JINhW0wR>r(_K`oxHjRt^}FN5 z&v_y%Z3*zyW<&Zh37yWNoU_xfTH&2T5dSHb8RwX=A;d_r5mbrq&x0o&VlWrK6W+IqCf0Ayae!HQzS#BO^vRa&0CEwLOXOu z$|Nqo8HJ?B7oq;i{y z(?Tb1fLX*}7{{)k?VzW7aCorHoL%o~fnk`fIMi3WD|d5Ebc_^K)pBU}{7ICukx0cWINiFXS#GW z+BC>~bUUPzR==E9pJ#e_WqNozq>~O(5Z`KO5n&`SzN1LvGWjwfs>Op*{4*bIRxxgF zhU#_#b7hP3SKU@a?Fz}8IZ?5U_kTNt;fo{-G-UQaYr5WlV}wHx|4Jdb_jwnU?_-E& zjH0^X^&2mFCQEdgTg}H6w_2~bs_|&%lJuCUFlcG*+JVsH;kX9)mW(6r~q<~ z)do4ER#NM`ea*a)H;YcP(~qwDE{9#o5bc3ZY91G;#9~4OyKb;BLyHJJ^>C)7-W{u| zmfOvwdSHE<-B{15nmzBAO?%rRU^9`}Q%dN6%c2-3-LKu6>jOX{AT#(nA~2FK`=$?f zL>|#YG0z-9F$YK0+J?M~dPrkX>U}Wm`@T49j`*7CV)_aox3WlD&N3Nu?lTEO2D{H6 zL^v7MCokju=YRvdB;$%EtU|8Ei!&k{JR6g)LDk+N@>1YZR74`D zv$vm4-(n%cY%ATjWqNYDnn(Nzum zmU`#WhrgIgG?tj%!UoQV*QNIUJQgCdh9wxmx_0N!7IT|Jqhb*G@YfHJAQG-go3RYl z^%faZ0fr|nwB+%Tr#B46J1k@9u+fivORlHd-n-Pq;(;-yah|dNYG5%Sl~^9=k-gf^ z*+XuIP;q597yhfzGFSv-T%j*?bJWZQ-Nm=S- zioLo1%261Y6V>t2P5mJ?kky@pmn6WfbvQc8O%>eq=(_}CUR2zPaR&o?gh2TY2i^K? z?s$r+v^~-A1X1C~RAy*)-IUOzE=!Z((0c&FKCNH3pL>hKvGwhX`)wB=0bbnxDqaxb zE+oszo9PYi!!_=4y(Z6IQBU!n%F~EBTW$+EZj08Vd>!Y>67F3h?p?cig~+Nb{42bR zA9xpk@Gc0qY7^-}Y}Y|zptXxnbH#J&b2~C?9!o22(dLJM;=tWglD|}F*ujiQqiivK zxrdAPVMY!UaAM%6QgjtDaJ$>k^c_0$FQaop11FmaG5USRv)M>|)b|s@YtCDF^)mCU zHm2|DLw)^ZKEakoWin_*;?|x$3lcJZs;Oz~J!YOR5Vyt1A(X`xzCo0_c{if=)W4$} zv1k`c_2O;e^|$OU1ZOo{H2yEccM=o{2P+#;@4T_2dIGyXgu2*V()7>b{jHx&!Mdq_ z06RK%-(N3a*;3D89mUs}v&w#GcIt7+wVt4ZWpe4c%Rz0W8^c1JfoXOAXVhd0r#Sem zXI#t5ly>o=@}8hO*!4P994nmF=lkn*wAdoMWHj&BFdx8$Hd@(o*r@2DZ^h9_A0)OK z%{y?$9Mqc(ew-&6q*DDGT{NDl`WLG4@%5#JjW2DMzj@I`AC2^jEs8!{c+eNA z)f#cWZHZe+uYt&WeAup4a~Me$Giu<`m?7W0HPT75njxRR=y!Ij&`Aeg?wuOxq!;bQ zT+GKX1`r{I3tutg?wZsTyJVS)toPj|hBCE9T`}X&qqqN<9lh_Wh0fY|7y>Lt(+zD6 z((iYWVs7d}AF)-4u|vgJit0K<1*bQTMAUsVt9!h7Gu!{u0hca?3FsASa^nNJI>mZD zxq3ZhdOg4Y9aR6l07iiEe{a2Wf-P-}x&@^VJ)m9baCu<}A1-<@4hWNA>wrib##tH+ z+95C?gLhylJ;zbIp;|vV`ac6~uZxW&5w*B3&Q0r)X5Y@MyM69ycKo#|fiIQbCY>d7 zt_@Pxq5OZX46h?*lUI2=e)mdM7#YE|kXq+g8X5hK-zU~Yu0TaaCkjbQgh)rD{`mqb zxy0g+RmGtgu2jXV;c0)Ixh+}1**a}|)a;0q;LR=FWYdabPm-fWcvSb{giB?Qg@^12 zmdq+f5F+3&f3X}}4s14ekNjnG!wqk`kGyAwy;oK+%jy$Yj-Yt0K$&#vLOk6rNa~Yk z`8Yy5Jr*5U*LdWyeO-Hd(fn9+#9jNiYWqOK58tA8I)G|;i)wv;3#aF^ntlUU{_7qB zvd!mY$`mj@WKQnrD{LO3bwmtbCF`c zUFnLestMY@SM9?hz4Qsi)!U&CadJIJ_qW|*KzGVewhr3vxV6Z(4gTBK9Y*PptHE+o zcXZd}NAV}sgLF53f{O@JI;+4C@LXNagkxm(t#=jB~3(3KXn+fr|#fMUXzX}(xyor_pPB_}wz|fV4vf%>p${t{G^yvuE1g+&hgytij*U@9rzd()eh(7o|3B z)4YGE@K&?y&_ml>LdIL-8i~LE>{YKP)-8_M2?SAG)XLWkJB(>7TN;7aD4Ue1kmjuO zvigmg6cIQ~2XzxKc)Uhworlv^G#|=n!-{LP9=kLq|mlX8cS`cSB{{TIiu@?{j zmGdNY8D`8XM))vG@NkuuRS&LA zAB|;0vHh}DO@fD1(IC#ztNM4RZj05nD8oHZdeZ0X%K4F)y-_;QvA=-ZvG}@}%9@zf z@Ov_B7bR4ZHL>hhZ3?Iv8B})vw-*9cd^E0$MMzbO;N4PZ<#d1~$LZjQreYMMxeYr7 zI-CmG*m*96ajw-=Ixo9ur_3F$RWG9!@4oa4Vf&Q))?1=DomIZz8zQY}jVVMdm%P^3 zQgZH#QYq&RW7EOeOP=GFLB84~1nU1cD0n7WN`!se1L7kEajnw6{%h$gJswK}B#t@k zpV;^#>l#fo0B9(gFlI>`A(Mfn*J}}W^LaK=nEFfHLBfuq8{`iv1AGfQWX7V2Xrf1O z%JF*Z@t1mUXHG0RCWd%0AlL1*S3^A1r9hi!xFXXJ*OI=T_ za`;G6DK19rOLJnBqzix0!GHt(L(3W-_IvOTMo}!?I9DbadPLEgx>7A`{H}LTom1V=r^u z8EoKA?OC1oDR>17dJwordbq>KT9#$OVsywu$sUVhK9WKUOI~+49h_12zI7-D)yXd} za+eiJ=8`4ecwHS-9;JEeoegg$Hj_b5(v9w0qZQ#Rr-KsBC|b8oFVo<%HxiqRech&S zhuWX)DKYriJGS+VE%C9!hNgU8H}%1tTHD7d`>mvH&%&UOSW8 zT7u7|x%a(jGwAG)?m}9BD26VD7`pl1Ric9SYCp8UMma_h71S)%%ljOmILY^3J*&!y z^Vxm4@y0vMRM#1Lw^ToBOgA&!5yWR20X49|XWtX2B}9)N0ph#kj<`s7PE$yt9PI=s z$>J!Fq%DIFG6@}Wn+WLlGNUL7$R}=paVqfvUxHC+oLcCFRsZHacjIYSHRvZPsMLa& zNz>y&%5tl&+f^fyR3q{t1llT3L;a)D>4t}k)@cQGypbAT7hPvCpUi#*Eax zhv7h(2d)y|Df=T}N%4A?WBS0sCNPQino4`X-laYZL^THEIXw$Qq@^4zQa1E&`V7f) z>V653O1T*uUmU~l8p1aP*b*!Z{aXs|zSQ7rCB2SHj57@D%8v^xn95Ahr2SSfW#2j3 zM`D$mFh`s)2fU`y*1yuZ9>VNnnQ2(@;I=hv=pV1O*6LF%?VC1J<;~R;&yn zMm6N%;o#KJvo#G@b@rN#jwb1f(<6r1m?y(ul`B8|2lY24CA--(oQq|c`n6R+Mq2^y zb*k56fK?QJ>+mdVoim3Ld4dPA)fam)srzrH5k~IdDXq|p`}p2+C*BPe{5vRtF&p%X z(Khs6t8>BrSTC}_p|_ybf~GSUU5+ZD(P#$5yt1}bQbYW*v*wzIp@d%gL`Fn%g?U-n ztE_xlpJRgKAz)Kto%P*rxoUwbt=s5R=2_6cmIq>7ZOmGg7|*wf3Lb*kR@PQBJ!ao^ z^Kw4p6_=rjZ`Fou4ckUbWvkq@kHIWUw>59#V)UOdI~JSeO3RoAq#TiT_zJ=p89v*F=+hwi1Lg`V(;2 z3#_7q>*57w&C2j}<>C`hbbXFsJ^7IMS?o%Iw@ZdcMA7kVQrK#Z$X=dlN*Lbj0Upt! zb?LsX-)ni45yrjxaP?M$zW}allZ_nlN*e$0vQ_vyZjgme=8KkI0+1 z%V&)!jd8n2a-u+O4{9OBt?W?EWN=i;4C~K;PB_oabmY<@aZ)2TBq_H)RF%D27AA`+ zW8hA6p+Y^;VyMeLwu>mia)@P@vZAw0r_<%kLOkzl2oKQ5rm(j2$fPQu2~cCW5_4 zJQQ6efBhMOoIj?w=6^iSn}vDj(aJmwRFnOfhUuZaZ$hm$p+BCu2KZ*5qZ+fBSC@B? zx@=yzYzp5DYp^LXwV^^?hH$yX!h&n&+A9bc6i`JJewY+;`saMlG>HItnHSzXKf&_4 zUgJ!CgxN=4W$olh)7FuQiA;f$uZs6&+!6Gwa!8|1t3Q93(+`OXu30H5zQU&rS^qS= z*TsDIG65dV_v5O%UdoPBi?U5J@}8t$?PZ(FEM-3o8&T^q4fDDvL|?L{GF@n+(pxRe zER(&shKdQbG;wO1vhY8Js7UFZ;}*u=mL98@Hg1Mh-SF0fysX4@eWF{fIp5sM29(xU|MuvMN+f?NlzL~Jx8M%|qpFBN*L zjmE~st=F=M4+ZI`C=jhIq^l&QWA$+ukg78%B)UW-^?eml^+(AV6<*9zs}8a>M6 z@b0{Gl&c!N`m_9HVaaiRBC7&#QZD38cj=)nZOL%_vXXLmd9)gWp{=2p)9C)`c*MqF zn=sc(7TTE)1S=N=>n{6bKKW$+vO*SJK9VR5F^q-df_zq1j~C*IQ{eBmCq+Cr;Pkol z6(2`FG?WF&$qxyG8HvoFI`w8pO-I*S^6GqzV#tWWB>32p*}mFUmJ3(l+@00U(D3DN ztkPRKw5vI+qeBdcFnn`P2h6nH^V#@h_wkkpTT^peKa3iuOXJTC(K-2R# z7Zs0TjyE%Hss6bU0Wo~zldyZ<6VhI9ItxuYuk0+u}{>T zx~?e(kf|1sNZ8*p9751U3h5h~UZi0bbEZvvLq6fCUQFtg0!VkGGiH$gLh z^*S@ul9|tTqUJpWK1DƫM_nF?=-yM^|Y5EoMPL6hwUocI^zwcp3zINt)2=PC5l zySt)$xOqaiHdE8si(}W^&)c&KH@$&z`xs_6OEkvKwSg~Dxw+seQFMXiizAKr$Nc>8 z$IhZ%=u*25yHBho?~6F-1uv_<59oEbn{MLYPHp_TKQnUpu*oy7m9vV@NH^Lq?Y)}F z5oMUNmLBG>85U|+Jh=S3->|?KNzY0_FAM|*#PvxxP}@4~yc>#k(k;=Rkx8*oEb7S! zY`|NC40;1?()(i7OvOlV2%f~Q8!f$+_hOHGG6}=g9kmPtG^cvVTXPJvt8U8ovT#L$ zOvB2K3O_8%TOo}R_cA*@^TeNh+5qm}V?M}efq#fk-hD;&@hM9G||YpETse(Vv`OYpWk1^h_*%e|I zT>0CJ@!T;@0m2GK>&=J`?QhhhR zO4?ee3V}blq%U0Q(f_F^Xq~VBQx7%;wLxof5N~nNLkqF922x{5P+(C|ueB)8c*qWZ z7JX+0F@6IvAK5K;ZSmWCeHnETFIe=b^-ab4kP?5KW~;1wGgZ%Kp1SH|E+-9=i8u+s zqRY+a7=#x>g{qCXyDcbr#+9X6xku%wy>i~;ddMG}~&PH7nh~(6_ z3Xl()I`Xtbhy1)JX&w+o7X@-;G2`o z`m-N-;??MTC6m@u#Qy#cf`+*^gS+-1oK(w0-#A$#%}#O*NOQ{)rLV%27K6VR<1I^` zq4ZU?5ABJ;8T6+Wod_>pqRth@TY^lV*1yX!j}Ik27!QrRK0%MYGT@JYeHJeGMZm%r z{J2NHGh|pzMW8Is$fRcdJr77Syw?n?Wb&~v&C%_H9o%w{#ddn7ptCCde}?5~pL{v% z*E(DZdc$fhR`hyw-N@>(Si*@oQox(IoQ{ei8?;8wX7uAffGZ51a)wb}`fgBJQ+=9; zNmVipM!zkE^ARzm(-8?5NoUWKh6&01iNo+|XY@HW0q-`FgOVv6vG6#~&jVn$eGmVX*Y)06JB`T@k?3Pfb z&})LyFis02Rb9>)tfwr}{glik6c)p)LDC)XR-Xg-xkdTwcqRPY5t93-Ldml2jCsp% zKh3>f?k;M9K1dfb`?OMtH&ei8`e}Ci7InXpbf5W(_rv}dZf0lKdVw$(r-Kj~X$B&{ zz5W>qB@BAE*>=9SW+dNXP?9ns;30`NEFHg;pSEb7V6BvqBs^Ksla_>r=?i#zqok*% z_^!!BK=+@4j1JWY3^J-UuAot(ffcT}qAi1RHP3cO{NlA81qul2<-V{st+x-S;f`4}!Vvzv*D@KixPb=c&n~ z!l13U49UGbMbBT;!P}5-NGYcqRL&zK%;N}kYtZ4(vjN9<@KrhFDKS$qhl34zd$`2Z z7~6fg{YBP@10R!hd{#h|gX|-IsdzquRlXdd3RVgI0#I}2*s$N(J4b&?L&#IWA~&;1 zJ_&KNJaY-erLY%AqsjEX`UmDNZ)7^7{4Olq(hiSqU$$;v)K8LLpMK2Dm$hJRS~sk^ zmdm*eECeqYFhsdZEBuJ#Ttht+f3i`Ba8I5wj{6KmuT#*8$l|O=S0I{Gn`fAB@o~VWm`GwP$$}E=B9!-?3ys`qUq8semc; zU0UrVnHy226j%%=!#Kb{7quz^yQ_dIDIIFW@#4^p9QZ;UXNt!Im}5? zf=WR}SW#`B{oBkp;++~Q-C9^(HMG(~Ai3mC=||B&GA9ix$6POZ%++v!S4-&-bdGtl zQ+>gA!vX+p>TB%RqRLmHDe`Bm6{Sufm6Z3pTX(a@{eaNy%>W(!Sp--&cGJ zzzutY!5Z^Afp(kn8BrZU;U1eqTVp(2B|mzM1L*;+p^uHbKs>;EqLuvNPUl}pARWs) zBD;0%04fbKs8QiP18Lj1mnTCVTubiqod7Sxdq3d*8;Me~Unwa%dNNER$Zb8(c{ra+ z1bw`x?0B1u*1(Umu=U9pc>~qT^&Aeh@e4g=u;_(e#iM{C;8x*tpI)Y<%DAP^1ZUpT z{{|D^T9QwuDd^nE2Jc08{0K^1S{ksjd3^GK>6$~fxyso-dcIus z1bSqvP)@UDl16_tDS~u^WWaKgypBPuTs~stLML1d-CL&-x1eT{rmMcz9xSgKUFr~W zQNAO)J;HuSPz8|!lf=%rBYTY|aPv~;k@7lhem|3lbUK(*0?(c%<$Ev}(O zid!gBoZ!W^#oda#6qn*IMN4sq;suHnDems>E_p%z^UgcZ&RI6ggph1@XXg9vcki7N zWn5bF)fQch-_Lz%X6LTUz18KA;4q!w&)udn=eNH?@aD%ttv`#^rQ*%U;LRVXe!+SB zs}OJgN9*O1f#7>VmPFSO*%QEUErSwq(23CGkzq8d87N;`1lKSYC|zx3uV}FYm-aue z5&dk*YAm&H;f#}~7!a0Vb^2h|-~_Ye0(%qT+lm<*V78MoCJ-9CcUIv@DnH);7eMmE zNtz##ydsH!!4%cm-isl=`=4FrtS;Rig zI90eqZddcmz?MM8eBBj^L}1_6Fcxn-!zK2D?t6^V17kd1V^dtvGAROHUpA^@E?#p7 zF7+rXCnQi(tyZp$ZumjeC-kNQ@rA~>FCYjr+3#9h?RO!z(4TE%Jj`9ylge;o9NLmh zWs|@4c!=-H9@dg9w%AW)BmS*CJ$X*Z@^HHLGG)oNLctWsw1ULK_lcN+75@Nl)R?va zAB7~j_O4-T!BwxDgNoIufM55%C0coQyT|`=9*HQ8xQ(%$PPnjLoLAF^g}8N$ch=a^ zNdN^WIc(bef&+=yNpGO2#rOra_1;oK18N_3sgOr5gbK>dl{jXumv3&go(GOg_~UAe z#cjf>*jE{dn{01_1V*Z?1ZXFd?j*olrGsp?w0uZI~ z40PZP^1i~;^|OTf!Tpg&&cqUf&MEb)fB`KAvho#B^KT_(e^Ipb zJa5}dj)^;eocM|(49OJlr8rM)X7g_V1-+-qR5n{FnPzz2D6(8f9bbpD2^x&<5$@3*pLF!3^et@4ty0Fu#QBT_NI$o<))*>KOd80#K|R zhdEH}a0ED+18*#m;D7bl1X?k-iQ=G!rihtT_-4I3{7+$H@2H_(8iP1PD1eOl* za_h(JZ*bU(6GcV?1DywFpi`J2POKUHh;;UwfWD8v()hary`!DfR$KP)2$9^Mia#YS zH_%&|1|9}BF<$J|rll4cs${{7UA&7~-g6yA2g@p#M{nG(vY$38cOC{YaJ{VBbO-N` zvl#~n0b2oym%Y;goOBoz+pV|R4wBEkgEJtWE}G`=F!(>~JkM;VNK7>HV1XNGA|Yr7+y=3%cz z5U<5atO0?Adcz^>LmXXC)1#o4j3BfJ$>e)ZK*AZ>c%;|wH!*cA=A84;UIw!FlppMz z?m0V70=elT(?kxp(y3iDzV{S&l8e_a7z2#MdpX+Xxf*7TQW)Gi2um|jZe|>#w!UUo zY)k&RiXT*?>F|zKURbts50Y>T>b@r>J3+_r3@T{qIK4n0Izu12PvGAkYSw|B2$Y<%zU&Qh!Mppyv}mBD~}{#%+o$FibaW3?TVqJLQQ8I(sQ3NfdxiP9rmFpu3)6MA!}f`#~Y0T$)KD z#QihTuKwGk%Pc;@KD$Oe;!Mls^Yi)XmEHadjvzo!M~jKl6@bBQtp2e5F!_11I-mJ# zyfCA6M|%z*><0Il8948LO4t`u9-LAh%%>{6ccFE_8F+=CC&^mwiY(2_7s4y;OPI=z zAu;d3LC1UM5D13LOoUsQ{Sap3b+MaeWT|; z>qYmh{Ez`*#5j6ZGRse#_x^f6O)2lR6-#?^lT zs|ko}(;wjc=QD&G@}8Q2)0uz^xkc!isKp`&kdjw5#ON;w;afL@pNrHUh@*AfHKiyB z*_e36V7*)@cb5YZRxlR2OZdOZz8n=bDHHWP7PXiuycZ2GeKk>!$jYd|!S)IFqHEqp zJ8BQ{mYQv!oB$r_HVzjH>Mi{AHO1Fu^0WsYynt2bDZBkQiE0_TeR80|ei zg4hChchO0!@;7hYjc4JfMls^JH&){+x{0UCF3+@hr;q%cpUXbK8=F+{OnR^lTSf%i_wO`2!6w}2 zP12FHj#lX_ozOBXvN{Um&8ztfggh;?E`&eAouL5oqsC5#4!%48|TdF)`~q*u9^PXHN&cgm7|Cypb_(Kr8QF4Rk9`8;V>0S5He z0FrLR=dS;uc4J1VV$aS|W6&+3UzkD>`+oVG_^+n87_?6Ze&$$k8;O-IDTba{^bY;u zI%5Uh{eKP}Te|wK8_bq9Fj!2abR#9sT6o3@3U26m#)+m4BQ*q|2ZZ6vsa3K})eVGq z-ZdiTuXFLL3bR>-Kw!}FUa4h+f*;BAZGH7}FQ*wyf29;_UX&cu&1OQg7auo306&6n zVRX&$xrBykVkgcsgE=&ynQGdDw#@WN zxJe(*1g&q#rNFDDV9FcvpRJc+sUAit+TiV~U{oS5ypttUru1pNuo#jJsX(W>>QMMDK4<| z-3}=%c-V7bElwUdye`dL>SA=NWsrYI)n(x8Z0XL!;j%RAm2KM*h-3_j2C?apV=K`{ z#q1y;$i|e#3tOiLvQSrLXr)Oc^=XeA4TdvEm%yhHY*)$NCqxWA1+*|WxH050gL1}^V7&^THx)kkBq8H(3)cHJ zm)G8;2|1CjkMA^xV=+da=%!@TBkg*?5*^6gA=s66M}JevE@p^YI@(*|iB;xVovAS% z%r<=IwkzNhVA-$clFm-pE{Z@cmi#Y?osd6PTHv|@!f+uUAEkR@alHRj>K(l-7>;`R z<#$O=r+j&#C7z=;;bd)VyPHPm%p1rm12h&zb0sBI6ZjD9>$4RTw}pk&#DslaZO>Ej ziQB=`#^@OJj~&|CQU?8`P5tj`)1|o^mgdD_fHAXn{)w?`=wGj;nTvdsh|lqitZxl} z>N;cO_5rG+8G*PHDIns=F7&vs-MxMx9mWjEBYX;c@LQSL6NcDVgsQSHqsldkiO48= zA(33;El-lmi9X+gF-dGp~S>14Mi|#$w2bwQ!Ff?SPQ4kHUv{BxzF=9UUy^#Ggf5{{e&4x_*y~N# z$9_VF$|g`gO53J84HY#_;>qub4VJcUxJV~*O1RF2eHW-M^ZoW}rAl|ZayRm4_3p3q z$c6Cx_Gr?aBp8N*T-fd7J*h&R2inHq4doI4N{CgLH{eFU6B>g^*Sj-lROChn^xWfA=JhUWfDB+MT-hviIpQxU_$%MlJ*MpLfIH zFqK2FJ6%Es5Jo5!+DP?k{|j{w?a&@oyK!x*y5*?sSl-UjKtt%WC#TMxs2g z`y}YNZ-YH2Jd)83_mmRfeyT-~LDd5Pglwp3z23~@tKfE-Pw|X2$kI_^y=mFGc8q9n z#$5AufE82~L>u*VJ#sF9hrn{(Mimjmy-SevyL^$A0E7L;UuaO)MKX z1*em44WAM+G^Uh{39CA3vbmXv9dRcg%uM697C(aXZ@7oOmG8O7y>T9Q%J-@NwUST# zNnnf$(l<_#p&`9g&-nu5h>gPAmueYpIxQ0U8(>griJYxf`z`%9vWOzd*+k{nJ^vU6 zeEX3}%-96`*t)bD#-wS@?9ZBP(Gxh6QEhl`QS?<7g6-`OBheyS=@nv!K&4(T+pKqI z0WOg^Njz&I+2RMajr{QPud*AhmfGGN8ft7_(p25l)qa>S1P7yL=j|4@Em!_GZb!Y#G?-iqvm3&S;a zzu%@R{f28+W0bL>S=Qu{NSIT#;znn9NI5-!08U#eQw)(kUlawaoa?E8Rn8uFkH13N zK7t`7H&UW1Yr+XBsL2JfP>pOsBtdpVqy*#&+MFb9$wv6XAlVaav$}U?6=49$HQE@q zE*;#bwijGbIK=7NcxFG8!zlY&)oowMKBq+9&Y+7;dk*7!5-Tw-Kgfbn1i<(o4Pz8IpO>W_#J zU?w9 zq!t$K?)nT5_{);-VK3N9f7qEZ(Ov&=nx6J6_ZU%a4Z*8S4E8McC6o>3_Y6{}Qt1#< zfO#2?7p<`mhIIZ_uGHc&iY`Cju$shYa^Dv8w@PyMyfKb!7f^z|U3LQk%PE~awDy19 z+-5(Kh!Wh*i#y%jE8NZdRWXOETSfOU9XpF#M`wE&-_29kJ?VjzL3}30?o5Ys7CscU zT2jILXXWYLvE>p7Absr{MzT;8=D-nF-P(}oY0 zeBM0ZOyAvt@Zo^nAbBP{JKq>Rm+c$Bq|-P(vHrTYcv1oR>jD|W!+lx@pD8}K+nM`H zTC_9Vb{(wQIKd>|X!fhvYOF;IB}QwfSunIZm8DfyhF>k z3>R6rF$#WVaXs;oB6q4;Y_6n&q;($TKA-uNI$HM{I2$zTZiYK zYdXXPcgSIASDPm7L!6JlVb0>O{HiW{$n&UgbVhX`WNeZSi-^sJcQI0?CUS@ymbmT9 z`StcV+OEpl)A)>#q)9s&x9w9X44<{%+ZU=`Sv}jZgGA;;O>K{CFvPi76~(C{g@|PI!(W%Ouc+p#X3v?^ zO8<-pTxy0;)nJQR&?X5;Nn_Q;nA7$_j4mZhM29s)dNM%4sRq&IhkGm`LZ4N>yJ`Dn zc`ToM7qs~3vl;#w$U1ESlX^nGPBaSE48^yVe^2x>Q8#0vno!6gkNFyH1^^V|-XEcq zsngd((`8|V68DBWD)~55_GN$hU|wPEpzt(^WMZEG14;54m=uwh|GTc>nUDwPdbtku z00?c$^TJ_TWCaB_Q}Xa8FKfsqz4h`KHzhYxGTM@vI}5xz)83TgRDNk$p5hV82?n`3 z6K;|u8(UO?Fgiz?D=bpTe6aYe)!DFToq3`NTXQ32IzGCcy<;Jw5S*XOau2FMRhAQn@TA?&MCrrrb8z&bWJiAQh6`Ex z2`S(j;=uWd(~D_|P|WGRu(HL#W>|55(aQ;u-NslGyUOvZ3`k8_;XdE`$TFH_;n!P} z^JYLN9f#YI?wTQS73xAP|G>~8kdnfqXOah`=1@}slbqSM;=g!0Y% zgXQ;Ch7kYWrrMr7(51QYI*Ce|NT8co@eAF8whT+Z` zg;EWe$C5C<#1^efbA;%V0b_F5g%njL+fXm2Y6@pL-yH98VziEDE?`-e53|CZa4 zv_IMU*2~llzb^AXMUX92rcvUag>%0YCl^@;k zZU0O7WD+UHCn^kC(q8G}^w-vuVX*D;z|}JzOO1%ae~yO19^Q$?np58n#kL$Br#j!+ zjKmW`ZafXqv|i9DP3Z$d_q%O*4rE_ogK<@y!dqV}EP9b-wdLRpMIbMc+#g^6_--AS z15Eiby3si@0(jnuoGeJC22#-7KQeq~A}!*g=#BE9A|FxP!O?q^@Qjkwb1pmUIyTd$ zeM?$iG+egoB0r=D@CAHr{VE&&iD)!YTmBkvvdTm;W<%yNL{h8|TWvXz!N11S5$;d< z$Gu)Hr>C{=Qmj~PXfn))Jdak=b$I9vM+Y7T*DNkFEJR(F+37tzJWFY!=?#U%GO`TO z?6KeZVkkolk=}bJ-5}Co!!q>Ii1ZS#(HsSIK+uuv)xyxHn}SLHl?rQHpz!qJsSI`k z(Hr7WRGHODSh_3&P~5%(?wYx)NG=G8fV2ZEJ@Db>3?=kKPFD|U|6Mlcz7MK>Q#~bn zaS=&fQ8~T1vDS0+`Tk=_NsLG`)J&1}L^v#f@h$4V(eY$e(Ip5C|92Y$yQ0om=qsOt z-@ndZ$}4kxORb_Iq!o^LiR$Hc(x15h2zlW2Y2oy_AMShwaPGz}8M-RQHs~ir3xWIp zeqU;G#DbsBjrlp;>-U2cCYXo!p8cirkXm!W(w1GuHC&?F9goOtrGDn3JRnEygxt-; z>E7FVmIMq`IfeUSJlc_La1sEJmWhgAMY&9DlI5-vED!L&3)U{ zjSV9saar}6dC)_s>`%m;kbbhW_Nc>n4}0G|hEMBq@e<$W#Bjwn6|#Ne9N%Rk1@Rzq zse?7?lPrOrVx#j5k}2`2e$%3E@u^ke&Z~h_8bQ- z9ve@PMW;IsT_fQ$z!uQUt>H`Of0r$kym^g-uFh#}kc;Anv=yHX0>*(pq$)8;L9$fV z*UE0xPxK9mkKeowhr`#|^qgASd)=7bia z7+r#gkd3A$MUgY%#G;5V1+F+>fUOVU-B&%v1!CB5<&z1(3=(Vt4U^dG2$ee4$r=3w zyb_xzb5`BwMXd@r5{e@Uib`kL&{4Q0NMy1w1_s4p;fGbeNXa}W0ofExEr+B>M5af+>OL15lr9+KSf6; zNp~JHe6anHnvUAaer|lhKm8t7d&+||S8lLOuhszbdw^}WH!>wbH>7CYz4)~oF~5In zxBvo~iUOlXXZc;z0$ttd(Pw??Bu1J93i|Jy6}41-8&^{w`3(>;xJCSi=xRtmd!q9N zYL_p3Exc=&Xh=|*{dA>OVVOo>nNGx2#&Qu<1T9Jff;uP(H6ThOfMoKUes27xCCE>6=Jr6>k&~%B@Vj0YdYT zL|FSbP|Kc#a`Tb=nR}#l>asHMkl>2#*v2+}ewh$lOD;S?VJGO*WBYUN-)14F&uTk5E_@M2EOX8hRTMJQym8xQhAuoWs>I;chjE9BLvfK+>D78tY9=Q zSCifS^pfrLl1t~>K7Ot9bgPrW+FAbD5&qeOL(5p_+HL+*UT$7|rh3aENEiz^cM_0w z^<)#A4@s(01WhluD@bmc#q4)b=e2eEDnqaaOLCG%$k`JTUGLxPR( zGyIZ|dSw}Kt9;YVZR#O)Et;L~8|76Zr8ragB{)+FKXBR{58$GA z;UMMr|Gkal?0iwGN=?9^4&lOE_8`q}ZX^ zAXZ{+_&ockhE7N2%U8vlOpZ}kbBIS_;D=QEPjzwYGJAMiHoq%ZI5Gn|JF)OVrmtw| z(!JV028VYB0HSWBBtayfmb+ob>krXFkRD~>lNk-&z;pEMKy}aGhuKvf7J|c^y$bKw zW2_nYW&%ca6))Q+9+{TL*vuGx1fsM$Yuha~yQ^g*)(v^{BbURcgU5?pCPQO!0yxt@ z`axD0+nI#CUNOgYtNsQj^VXTGLh4RlMW9(&94Sv+BbY41J4X-O3`X_Umh{D+1w=1k z%^$tBB&k2ip8C;uobLsf09RbpR;VDxAjm6H4AZ6&6Jo~A=Li;!r5&EUv~E!?oevH# zS#P|Dt8H{wz+0D@I^YHa86o{dXH&-Ek69IEJv+q}XcDK)Lj~c#uGiqJVOaFLd0_&t z)5%#|qiTeOc9nE#vB)^%;+44jtH^eN+I{t4 zkUg|88(0Y+lG|vQd{R!3p9QIlg)k~B!TC~zijL@1f?g8$TTW?_kii(mZ2W~fow{y) zVOmPz!qTgV*4D+!J^bEE*r`n<8w7Y_=fr(0v3u;ZlI@-GL;Bqh3_n{=vr9YrY*&h0y&^&nMoB4;E|Drm*Fq@J0 z_0^NV&S(Wre+Dm4nFSM7GRH&n!(h}7XlyWF3bA-|(uEmNB9Huv;`MHsEt@Is3_6ql@{CQo$!9&6HP}h*9OI5Cv>{erqdKg|yUS$K+e`cUb>fxU(oNN_AX6!@@nNyP&-vkw`d+5^{p->o8&k#5 z6e|1-+0U0hc)~DnxpdKO5WB|gz)8}mLr#5Mx&$>4qT^qI+2?SB-!gJ{ zufeebGy_?}EhGGxAgb#usPi-M!Cv6BEvObuf$uQik;9s0>oOQgZHv#Z*}cLAbT;W; z<~5ud=7Z1?^yh?=!w$2Zs?k@3@h)F7K|N|DCP$tt?Gk|>RvOBTX0hr@A?nx`KPKo% zW2KhoIro$1at-X2o4%WMui>|KU1=TPrZ|DDM_3ye7M74j&L&u|+4I*tBbvMITE%+l zBG?8NJlCLayo0B%&4hUb7XT#U8;EGribnXPtGvcuqF6~hZNb^VA=4~Q;b{m|BoWWL z^C!7$G@|E`;A-K*nXMsIOf(B)df;1L@lJCtQU@L#<2z9-G*>W04FV$v%~9}!6I}?1 zS(N|6-R6uMMhNIwaolD^VVhQ)As*3@cPiImu)yNpUeDU z@v*4vbmtmBjmd!!ud*?n)^Xz~39*Q%>C(`Kob7-dlSt~qY2bou2e1I4SQJLezv0dC zZ$H;!92uY(YX6Cq1lis^?f;JlZc%Ml+vkZ<8n*Xc*AO$7)73SC4ZBh^<70kzWSIML z@N4M$ZLrusldJp93G%6{1Y3J2j0|AoPp%IMA#wg9u*(Qp)3w_AJ9`3iKGv~j|LVg0 z=9mf+;;fpO&G*0hjvEYJJcpo~-8)#+Q&@Qbd}tv!YCE<;c@D#QHn*zM(1l`)Ebh0g zFe2{^iG?8Ua&_Sg#i`lcMeR^ddY|E5gf3a~t(ACW=U+Lm7=k=qis;MlCi_Ay{ke|~ zNHGxe=)c{K9CWYn-Km?TeA>vSm|W|AP+IAJ7=ci2i2h4$2bRLa&eAAv3sgtzDAM1m3Q)oG zdSMf@n_;t0a~M}b^0AO4B!(XniUDFNouFq$-l9n-N$L4Nk1Y55fAr{Xr0?(*b03W7 zJU^$A6Ay(14wbeVlnU&ZWccpe?jN}C&UmI%|7$F0<`flnY7cHuSFDCey~`Y4hU|}w ztbY2q7?o7@eg>roCo3lUSP9TLS!iM!Z8Uf?z@EOabo05%p|%q?h9?mKmv<>TLu0zu z0anyl4g%NM8v%2K8KPlSEj_uU^{?%)>@zYD7K>E|D*qI>O?S1z*t1aOXnBU5lmFXS zR$R@q3yJopj-nzGy9?&+TRTKL+~chg8r>ZtM9fJbJ3Q)%QR8(LA1Jsf(EPP|HWnk# z6p}PBpFP3$Fp20>vxTuSBKAef!d9Wq#W(MPI`Nf7(hJvn z9A4-)#!EN?Bvm^yIQWkxnjuVs@}X0G?8A!u37X1%;7_j)DlOl|TA#N64&E#(jNAO! z;r@93nyu;2vAaS%C0v`zMlI2Zd?tEQG&`E5o#MBRQC|40uBQ~7Jm0rtMX7UkcouEgIsAcLUa$q*=h`_WJNbz4{wcac#kx#J~oLIEvYgkwqk z)jdhdQ3T0}h2kiy$@E#2Ox+%nkE6nd@|iiF$|YknhmMU?xt2h#T8d~@i+u1~zIie5 zeLkery?A(Ym<@5~avpA7JUf&Edrd;vxH{+bGpwH4XRkeP#l0WYBrs%B?z?#8dr*WJ zOY`c}GJ8~|L(Sv0!FJPhz|}9EU+>N)&=j*XaRp#Z!ez(+j2#|C<2dl?)$7lH1S(GiO8T`FUa1f7U zFj~y6-C&$pyuzx;-3tKB*0jc8a#OP{t8dNmx{RjgL{;TYxDtIU0l8ql41fm{f%=jVp7=$`EC0l4|$QP}b z?+P4_g^NnldyO%c%ToZzj{WTs$)G+u=&|EVe={?}h0H=jocLay7-Du%3Im=4FN(fJ zz;r8x^n`S14C`kuW7UmnS_itQe(CtpVTZdzb*qw3X}y31(h~K2g}7?zE~PG*Zu@)) zkxj8eG&B=VRPnJ9`z0r@eVDtU#{be3MmWyD=|aF7^Tw9k;!*3ZDaGFesUbv6pj@(_f88dv&s33rd_#6 z9&ZC8Z@vW9OCrkCq0E9mF)cUXWA%lp55N=?TeETez{&&g?_~Z5wX#%(OJ|Kmamth|%y2MELVrggk_S??#~oUk@d{fJ*uSQ)G$E*~u3U+Uc{1vFk6juSZK%2m&(`D<+u zqdPrrSXYsMSqNY}MOaJ!oct;6&>Uhb1chsb;qVp#?(88g~+f`i&HXHBR_<9iU&f93F4AWa4E*3L}Czwi$!r8 zU6S?M_-)FboxL0RFw~(^@Z6O_)^wyL`=aLqeJqQ6ZBoaGh090X<4=-PWIaD~ip$%( z1%k8u{37fnTO^;hTw0wk-d(kcfA#RlSF0>eB>Av7xp6+f7R_gS;Vi;G&z?e7tC%kyusq|;(J)-YLVT=O$lOe zw3?a_plHKva@m5`8T7MVzGgFiiSENsm~>GDK`dE}A`?fSz6!CY~Hu;WPrWs_LgW%Tw}&Bo8J`cr!(|g1sPTMU((x{wDSpVo7t=!0PqomV6{(&Bv%> zosn7^obhJe?Z2L*s{~|!m)ve4~t7e*e%&So4bS4TAA zKzKH$PR|=rGVD|o7yp3Z_A@#fm%TS_+W`I4;DVO&q7Y_<(zJd+S>jKoFBuRH4U!U@ z4IfRPXTE07@V-yh0_Vwi5i=wW>70)KS}SlIkl#(ooS+pfvGCHIysKuuHiJB&EgWp_ zm2$3XWaz6HxJABh_ci91DAUFz#`n*SG`|Yr z;k-Yd1TzdT_w_VGIQv~L05-$*j#ge45uQ6rR`(~b@5SxE4~8a0Y-qX=y50sQ-`8)i z#0HS6Z$~~ryfvPfK@6;P7BhM_qwZdLNxd?3RRg9+LeS_d)rjhb&Xh5oHW8p(Oo&jL zQc5m)h1pymtGeSquY!_TNv}$rmUg{v5137-{#nnGURIk^XPMvO&8gFSNyqlx;oI>1 zDL1hS6ZC5<%3RB>L94BojGlsJiKahq$4oZPaO!{Rm+JMOU>GE1gMZ$X{RF?cQ5$dl z`Ji%E_S0MCUTyesH|~vhkBE@FX~Qp#I7dE3_5=N#kZmjfE~z_R{*OLv(kn4Yap9A^ zc<7Gs*$=x#fB8Spr`AFh8!EWMBJWzcdSNKxR=N5BA>>Yfmv`!mO|PTpAB|1Fq~~An zmGi9J%3LideCtKLnY(y;Siq-S0T5CO>c z>O8{J7GH*sp*pizVPB@ui}BKj{(9?3r6|219!`Me72^YcKS`VGgh#52jp2+8L@#9g zmglRQh$1_pPu!{13zz$X%XQ^S{`WW&jL_Yk+mKA}^=+)db|+&<^6Q#~cN2Jn_REfc z)Y}aeeLfeb>KD(V8E~q@y8s0s_6d(O|0Nb4>}k&B_2s3=W`27UBhiov2@kAg0*!>6oJBrTW9&MeB6=T_PL?(02&>!TIh+(?P<=t*K}V z;N02z9T6bFeE8Wa-HSz`VjURW_yswK{p)liOv&Q88X~*0?w{>qXJ3L^1lwiSduk#NM z$H9<1u0Q}s_uW*U)SokP{ohGikQhbccPG_;a<*isbqwpka}R-OCO_*O4w^o1-83aX z{ESMS*enyi>@u)00ot3pe}7WRA}2LHi_yN7Dlx$(PA*xyIv;3cHsK%}R5f4VCukigsu_6X)Z_Kt!F7Tn6XRnni=Xxt#&UeQyw z2)Pbu!VRJzAFN7k{YjJg5U}l<0q5BUM+32N*>L3(!@eLwHSZB1xl7Kn-$6c)KToqw!jhh5oILMFF@kVyTyMZr1mtwr9GIp zV0~yQ{W{+(;l@cGS%;J6y+d60r4yo$li9C z#;tJ1O!_B8v;RiUg>0p3gOceyoCW=5AjTV$ZL0+X>KoyJT@ z=$|<_CY>K^1E3%rOcpCN^rm;0i%JQK8$h_%J4mlj&TAKVb(;macTVzU{K`11R#`G+Q7; zw1~nxDefc|RZSRB^u!)=2V(ztKUHW9hs6X#RkHRNs;Yi``88z3eYEZtPu#sUrNaVE zH5C30)G*lE5JF}K!>pq2)1mIuXqLAn(TrM3L0CYhzRLOaVZ;C!3H;axvOOJhl3n@Cy&_9LvL7+I@p}!6?(V zM_&?PGqI8{q8k7`18l95(sYzDOrRLKAd(~yO;KE@%>$4e7B>{B6E zuJ_jfs=h)jdbkV!y`a6m$J3!~Z{5-w-|}InVn)}wmN3xEo8S8wF(29vSWL{!@4)}E zEDk}9JEgymU!N4~Hr(|&Fdf)Sx;#@qCerODo9S`($G`_1l3jkXafoUO(3GCzw?UG8}vOwrN)%}^)75hydwz)g& zP*jPB-Mm>vCFVWi-B&Fh5IepJnhF(#`0s>pANyV4BO@AGR-<~Vy|p2P4@DBCS6vEY zfv~^A8V;U&Q4QY7W0ziJb-n<5qCZ3q3J3v(v1$#e$$e6SmJavG;OI0_6me-V<&{uF z01sZT9tNLBWpPBfD6*v+EWkNI*h7c<7nbjyk=SrBkQ$8 zXXGjJC-!PQnpuY|42Nmaq3wi9oRBq=STrD5Q>}pMbjka zS|A}+FhQPKpHv67%m$Uh_on-yLfnT5~jb$)<$eGq6eUR#&Z({ScDq;MP+ zXGMtAfGhUvfUcqGIm58&Tc5{Hka^vAJd5&oAL%dJ*_muBwAQF;+3T(&?lez?Zncm! zSUQSPp+~Fb9$p66MjhPtV->2+m)HL(B|+f|6=zG+^W%YKaJnTXt1Ccy%+XEu-i)|X zBIC?pnzqP3hp3Zh^y2risH$FY^YNPItBhKx(RS;<+` za5h01^w7dxLpO?#4;k+ToYO^uBeEw{Cn2VujW4lnJ0~sqpuyq2au%YA!NHMqrUM>pn);cjviZi*gu9hK;ejBf=wO8Mb*fA;T zVn|%kBS}pnv&ycU(xw%=)(H>i6hA9~3aS{&RcL0>fYa>9mJ7TNpgv6a5D-vlYKbA# zkiVnQ?DdPTNEJ`_Q1aq~>bL3hx^R`1SF1DfUqeATTYcBTsDh`zeH0^iNALe0F_ZLy z()Kc~&A27K53vK4b?4FDD!Yb7>2{lF`OV=uvN84I)Tz`5u(U znOVi=yPB6?R&Ao56eU8$sWr9W z&~5l!SFbyHxDFsEai|^8?Isz3Jt^KkYKth)A)BnCyArtuPgafNsZcrP7r&N!MrupqkDDuC9Gi7dmF|E5qYV19`(YvSP z;zzV>UZEYf7*`merA!m!VJKi<&Rab|?HOt4t{0NCjJ{o}X=Y(+A=&pI* zH9`U+rmTu9&X*Ka$yW5c{^}sOvAL)BipRNu_3C8u6llxq`mV>*mxU%qNb`A}NnzfvO^@Vfc1h@x1LXDgR{#9POvg&S7}U zp(|AycwTiY;~lzdQFMpbu@v=GYeb9EQo@*M9&gui?EZz@e1*txj~eJH?-nZPSGDfm zc07b!>P>+erocvMOk3Z8rE2XDLjm`#`zz%MBrI3r@DG+BeTZs-ilw}eg^_+{oCMcU zLk&W)Y`e>$5%2_i4;8BU`)_Q!qbsIq=&~&wpb@wPxE>$!o|`Z6uF-l96%KrexW%^d zR!gQPkyy|4QM+Y`&@Kx9+{c39A}Vr3H~kw(98=i&$aU39!sQYSrJ{6+wfywocxFSE z+I@Z<&h6iGl|i+NB?SP}ue|E|)+9k0UFFs_x+~}$Zpa&|F|LjwbeuH{<4@APgbvL7 zp(^;P?{!tCKv)dN$G;3(G1|D@OPXmuMUQl7NH?_kxXM&WY;(-wZr#Lj(kyV<*xJ6; z?P!#~Y`%P@QlZ5sAU1)k`?;=ZLw z&7ITf5~(m7@}Dd8%|$4W6`3gu=QadG;vW!>=0K!#--RXtr!pxa{vOIRn8$KLI$)5D zzfM(o9#dvEQ>zxaqK7vbT^6GKy5hb@#7#bVz;~3#xXKVMcp9_Sb)WjW&7+$;Dafd& z{jIjl$yZqD>-g!vZ;3y*-keui%Y3QAGBi*z^oNIBN>yPlbz(GQ6~i3lO5xCDdND3Y z3nbnefWfnV9;=c5vuy(XGEKvRn~eO1?hu_WaTNJUZt+@Pi8G589*dO< zixm!wRimq!*2&1-8r3rtqE`qjAO>E|2S=X?9zgubz~65&v%#*TV9-sb^S%5q_~X62 zMqxs=l1jT3IN_8r?UU0zyW9!as=X$Mp_>hGhXm-(Z28j&B{j4n67j0RMP|iFZnTjD zXnXl*KJ;zx>jD$&iI8UJ2|3@-r-c#X&Ace9O&<@nYDP%kJuX;9bE6vV$1kK3@Dr>c(Djz=z8ThzeZR^|1TkU z%gMaYi(^el9HtB%4hEIZu16IIVp@_;%J*p8=)?r6Y)+wi7`qt6qu26UtcDx3R9Stu zu65+=eYyNyTQZH)6UT{(sPQ)lqFVQ66b=x8hdZ zA-EQI_tHXfcb7t;xVt;WtvD13?o!;{-HJ;#lzw~mpFL-oOy-4T-n_Z?yZ6qF?$FF~ zE4l+BKi`;Uf0{fzy(RG6;8`KZRo!{R=9=RamhB|A!*6QtlT@RoN@00_*;6RFB$!hr zHV)+zKAh=moXSZpMlBv<(kH$%c9heb>(jKa7yG$p$+-t`AL>^LqLA}=SlyA)L{;03WEphwi6Pnh-HHv1bZz)f& z366HjCPW)$qgvSBo*t>jF{dS!IF*lH;CR31o1SNQL?OnOtbZOG6#HN z3cY24lw`AkTXd^d0PpR+v1u;&*Ds%EFjVIwzR!j;1wL@=(|VM%9{J>mqa54Dq>O}D z1qJibXdQqz1rSFlj6VhWfjZW|cL&A`o=@+`JG{67Ni=W32A6 z|JzAU!Ak1}Wnfi*6y?%Y3m))*6g*5W6x87u;vu3P+<3b*mpD1zZg1WEZC-@FB;-Q} zgs2uMiFjvz`{%mHR`r}E#pEymtf$qdshWHPZ*5`fqPJl4PfcTm#vi?-@H4`iAjDUE zs-=MIN=hahcRQd?=DvypM*)j=(xwG6@y3&Z55oFiTV7`C*76;@3oxguUVhHCU!Z$j zi^aDWtb~u5S?!1R;w(~uHyjfECnPs59pVo}$_^}bwI#|3lNMC3u>n=NLwTD5c)KlB zN3iUSn^v;!akFCSJv41!3UJr2P_cSy+xrtMW7!*hNspOgpw|l|rpf`)Ot#YW~wLgpt#=Fjbu3`8R2%xfSbDHHaBGx_b>yJuCg8~5{@j?5!O zvam#(mb;1yYf>M4&Q!A&QL-tna0qmySt|Kqd%Oco4y|l!*t9QeQM`V^cI6f220}(G zO530$l^es%)ID8s6I#5PfS4-yJn1luPQ}y>t+H-;+$IMlI`ApCtBPwr%Ou7;1cM^o z+t>n)YX~V}0!XZ6j3SEx_y(O#t(^FH1|q7#sG@THJ=wHH_#r22sT?#3;9s&8mE*;s zh&OA~btI!w9ZJl~vY!2X;@b2DeQ{6l!tJ{_zusztme_Uq+erZ-5)wa^76(GNEPrjg zhQKq#<^5SfDCVjf)4R3Dbdvb()ny-(BHQ0Zi@RgPDOq=yoVgvY<1^vZHJM*bEQj+i z;dOPMhd=$&*U@RE?W`B%@gZgdm`P>x*9bo(`tJ?b4J4Xay3zr-6KK1QWM%y@+2uvp z9o+86go}{?j6QMu^_omsS#CAE3Uc8Cf5>;U_SixP6qmEWk*^HbY>2 zc#wwbmYF1E0w(cgvcKM@E?{fqQIGk#as+gB0J38=p9k zsymS5G2dm_>?Yhp%UF`?*uC>0sMdBJ zY(h}q#jzeyWcAf-Sb0;Bk&!kIjvx*l-y!sfHP+YOvj6M-p1 zV;fw%rW^jY4tJJU_wRh}!fs{dDsP8^vKdT8wWr?m`-pBZ&<3Q&ZqL5eNtAzl^qM?h zQ%Z?SkW>A{CK}^!4pD&kF_Chj3-8T$8Soj=&n869#J4EX*@;1qxePu8#_q))pKi)l z8ldbfLCT(4D^u%PYPHsj0by2Uo=<&5rcnjxvZfaO!~CtJ0HXJ3&m!^bA>855A*U>9 z$>&XM34NcBMRYcg8DMHfU zU}EYYF?fj6NwSwD;TBC=KaS*mabL$NIPV=kQV1@|zfChkpQk8(Ts{qm{eEE-H%GTY($V9O zLP&FjOV|qLr2d~aE1Xv5H1Sg`fJajI{y?tl7xDBA9-0K4RxTgplqSY%Cym6)kMJxt zf%9eZs@%vWK%$zIxtIzqsypkTr_mtL-|{rt4EkICYy96!B;R)6pqt*CIJ$xmO)+-V zhJWmnteQGrH%JG|>)a3_yGvl@*f#UwS96%aYg2t)t%#0|SL27o@0=K%QXoVWvS)bg zW({?Ne(J6|!|dz)+a-rmZG?H%3XP1%c8(@BrxuE_+K|rL-=EV+g6%9$dr1Z+>!m2V z5Z^a)HO7Q!c)g^A@q;Xr7dN6TQO)n64JF=jvivw+zlyd-$^!HS;%bN^)75N|O=8^? z&x&3T9FjfQ1@4JGMoo+Ucwq*ZLT;cW>WgZ zDcaCi-@1>*Z&@4f%+}tQg>LF9r*NqhVAaqu!RxcgSKZOrzXRV>{NP@}h~A%DDITPO zWM-+}rD&uI-?x&uvBIjs`ce{~qQldReBoFFH?q|NQxbu5<10$JnN6)BBBC_oZlT{W zl|^FxICp6NKq?z}e_z>Gp+X{64Nh5=8f?%gNa=(q?kp>QWneW)3VqcIVZkBgtt{F8 z7ii}^{o42`q377~58iJQt6Mr$uvUv^J#Y;!Xqcp0#I@@Kt6TPc7>I30H3y1fYqNiT zD`slAGD7`)ayMQjsRG( zcHldt%#H1_%$-FxLu}EwP~*{xhoSQ1$f#_X;2V+(;3J^9)|tCr?@S09z~{YTzAV_+ z$R%U%3i1`I|2$ln8+=z%wQP5)aP|u{>1GSU+~!@db@4(PhP8XtQMAKOX0n-C}jEy8KRZ z`LZyMRxJA@9wK8BtNq@hhz~ZOZMgQaJOK)9KXwi0>YGga?3xbKp6-1{?~WN@4v~gK z99nv6JW&BCG?2*#lC(-D22-^zED=za4AxCox%vU5L|s2{VG7;wa>moBPsSTtml_&6 z7h||h-4G9dRp$?S`Tpb5u%E5*otjA;7S7t6)xVTNbO`HzmC5RTp6Ss{axR`W{>)Sw z_HqxWXL>Y?nD&QD@T)+RqSNIn?u-vN(=4287Msk@&lW&E6tv}$maZrqHp z9(xb#myiz=V9eu%sV^!By%*t8XU^biKB_$-m3_~a94mq+3BnNtCF6^PbjK8+p}$q` z6#1a~hBqw7=O4X~HSQeS3m;G5^VpZ>Le8!!{1VC|A(^baTzLj+SRee+@4lMK?>3}J z!B~qPs5L_BH1g|HB{o4gk70$Qe1pN>Ll(DBWQg`U1jJ9&Svq36(M;4TcFprPp5wm- zeFv>7z$7>qCJ}5fos=ytLUPKOrM(3^UzKV)$JE4(*VtYtd z-}9|glnfyVe4|Z@nivHhsnzo9-D6|G?N^ez8(kvMY<}Pag+AM_LXouyFyr^ac`R3N<)-77x!V7NCtEf5#{gOwG-a^yt%$dzCu% z)2*lTe6@j5z(=I+;{l9KlsUcbW9IiZW14c0&Bf=ZbIs*dG{k|jBgjdq{<0Cxj*F49 z?^Tzg1``p&-tV|A1K`cSic^)^*s6PR?tBp@vgVV3Daa&d=n)MO5s=rOYM>J&a14e( zyJ|hyCp&<6Syi^Ib;y-Ur|DHU2Mi}8xeEO6L0Af~(rPu2tYTt-#E(?1Dv|Mxa%6t_ z60|-NDSp8&xUvzi!-Wz^!*}6)%B%6VjgpOU(=DPBjM{aAhDoDGrBv2q&4|Y3bDm-F z)uVw#oWvs6s)>gH{$__nBn7!C{8LSx3x`&&@7xWEDIbqRdKi(z3_pcf7IfpMXX&$u z15IFR)b8^KK3$l4V#e6$IAsKdp}~{H0_9tFE7fB!0_yw65Pc82La-)CRY3}`&nu6~`^`1{3@o8v=uq+uBPBvI zi$fgJkX(rC&xa#c5r`j&L?#HVNCI$K9MWirhEevfYI`rSWh+;IKeN%Fk|w?lrTz^~ zQNl1$AJWXK3TPnB_^Nn)&8&1E30}k205Ai#W17hE!oafML0dGjK9FIS!>EeG==^Wp zR7NJNBbs=KUp=ns!4r2(OPEd1L=GcjQ^QCfV+{om;0Ep!<7jJ9UM;;% zeO(jYFntj;1O`v?4}D3;g{{e9+rDADf6M>h7~()};lXje;ZFzlS&WT2xO*pFKQhej znpW+ap6{C0?V7go3t4)4&m3OXEL_&yUy3r^U?XDRyF%cJd)Fw`=;zp8*Ws|0Bz*ij z&g*HL_VET#rreZ@?o<9`K6O^k0iTG`vv6*)AF z;bNE`;@AD={ksL<;*eIc1>AVjgz@+{?1t$veiYRor*1-9DN+gk5{vQM?yH&lq$yUw ztQDi=F-=$r@05FFiJwwIPS|!49c6xO09B<(fO<}{*#wsPo&gUXZ2pAf)CJdNz}+r= zS_#1d)Tr@>RrgFL_u>KfVsatc+cn2YG#^X+(|Ltqx~y793z})C<$P&mSF7vB+qSvE zl{q1~)M@iNSe2753Zu_S@_B+vfJ$?jiJJIGUNWjTg0G zPjX|m0{St34Uw75C`z8;_<7(+{P_217%2vyY<|aVZZ;Npbp@rl9JV1rwt(P4cuH;s zRV+!2!!-`a*VP`iHhgx3yapdF#y_Y-_A%Bz(QOSjo*Tu#0IfqixBCr7K{jQ8eIoZO z8JRkX@AvoKG7J|uKj2#GkP+Zj?Nq=>LmELtT5(>Fax*%CTE74-CPKAyN>Y_#DUG%Cbx^jYv~BZG5=SsJV}BH{ zKpr^Hh(aB^i5)du=DR${{H`!}ZoPcu#AMv$j04=VNTu0gzr|IFW#ZB)Wq6i<$JhQC z;g;pShj~$YXEpjpH2SWpc`K})v4*66hm=Q_Rz{|kM=lyWFD)F3qE3(k=^aoF>rmAs@S|US$U^F``GyDGVk-{rpE|s^G=Z7{Xmm=eV}(C5 zheVkYJ}F=`gp?B+e(_oZZEa_1Dv1Wg^|3sAR5_)a7i>Qf`NUqZ#+%z5K=b-jYrRq_ zr^$p$qsZZQLd>moOn!U-V?M=(rgwswelOm4OtpeA@Z%j0!kBoMO5UU$0rJ{Ppcy@)iU_)OW%{w%7c&2pNn+07#)6coyuXBk^2BDK3GkA zdo4mmxG1u#r46?nAEaJ*WMUH;h^Y-XVYkR<#=vKIlREB9F!wh-D{SA}rL}HaK=<3i z;e&{8&PiHImo&R%QT_c?*j8CdDkaJ6D$3kc{Ox5KG+Y$rW#}sHZ3C#alos78Ot*Rq z;uHRKaufJiye)xenr8MnINcpuRUNur4sjD9x8mX1;BoGDbjRIj3hz@dz>2|CHi$kA z-ZcuQ1}~Uj=9f1KpzVY`l83cuMeJTs>eqa&osYDMchxFN(xFM^ShBbvdarz~T#Zml zCi;NC3_(;nPd}&ZzT9!Wa6ktXe_4g0Z%s`U;1PfZb`=20x>UOYn&q#fEIBve;5x8O zw9QNeqvo(7%!Q$(c0jTF>pwpw^TpnwQYM4g0~$?Eq~PI6%*a`R)6S(-*p$_Y}R?t1y_I9=~4U_c}#x@{MOIHC*&mUHX7x;b}|UcC#~xyo4+H z!-*|^AT6GqKD+K{l+=baehp?KUadp7>+RdpafH0Kq-DI&Xt);zHf`A>81wr;&B&v% ziOec+s6|L9Y^0WJh7`}glD`m9Ax)bt=Hu4z9bYhh&?GKQ!Yh*oock-WpZHXN|c>=O;0!cQ5`mUZy zTtKKmP~kG@(g8H)0vbDf5;}g)@&*lo=zDWAF6NYxq&rIFyd*db%%$3I8Hgua$Gs%XN@|lqNGEFs zGx~c%T_SW{kA;nYf@2l>or;51o-LK=MnF52&h;&p9A*U0u}dKh5%GUB@E!sp z7I76p+Lw}4ts}XGV}Hv?ZqV4@@?WFy?C&&P@FfQ|bP`S@ZC28rJ}kQKSM2bsg6YP4h*rz2(0g^rQJP^QycJ#=)Cb>O=tQU(or57{(1w`YBEpBwnf9A z4@)dsn^8qfCHTc>ExstD0VtyfijC|}(Ng-Nus4D0YCRkRzZiM@zixpc({mroXIo7W z*QJjm$o0|(cnjnL-IRiw?|{u9UfHuyC^H6svTW*EARsapfQ__GC7c6Q`b z3L2?M6fyjal1-GEfUcAzQLmUM&P*F;e3=&DMfPNdn_%p)}EM(7bTNi@*O0;=toIaTE<_U5=|13}* zmS6x8v4+uZ417RmwkEaTm~R-St-=bwr@rZ2e`+vhhpXPpryt<{x3h+H?iRo0(O z#_NA8e-OLIVyku5`znWRHTO#qEJKcE+>)4~pL(qP$I8jON@RC=mRra%C#NiE$_iU5 zbJUh8V+8kAF!+P|zppKWZQ2CXGx7v@!9gtYXaN~59CL&-rq<2S!B>?YaKTr(^mKJ$ zxl$Vl)!l4N5U?KgIq$sNtLZ5r{~3zc*BEZW?|&sA%Owu-963hQOmZ@V=IV zPDE!DBS$*rgN&Acy+qXSnKL-+h|u3Njbdi`f5rUjfEy)c9RumsTN>+)-AG3fX_`s< z(V+EoEA0=e?Ckx)AtV9EIPFo696^F~Ov*2}=pMwi8JmF1NTNKT8M9Qu?7r30^`edGn!pPvDJnr&maO7zE$ z(_d$13-_001O&qvM}7^w(<)2Cm*KPQvZT?`5LHu@Mn0tK22Q=-+2Oz%t0KAmgv&jC z?prMzm;6v_qL!JiJV>bcI8k}6c|}kS;~=~au%trCibcVc=p4xlr1rK6x2KE4Vgh41 zqqur*$t?2rQ+66qxP1QIt z3{ye`BW+|@T^nUZc%>(ox>3SOY=6Q0Rav-Fq`U7ccPk+eh44>+91%AkCO_SgHG=gr zp!M>G8Sd?^*8*UcBMNcDPV)z!qOO*XMqa`RD{Ejsw);+5T(ax}9Id23V8u4KKU(Sz zR;mXXvhWxOq9wol4S2lWHjpw+-2+$zPzsBT?f>vf{f73m$Y7DLzNkU#^OtYOMtex@ zO|L}AXd-lJzLm`*zBRzj90{aiAL)VM=3kKq^Gv77om0d>pW|oN=ZiMC>*XhE7|@^R zyCa+Ci|D|B6!bSK($KI&;`)dD-My9gt)E zgH5Q)i0)U`@H>V7E>(bQaS7y3?^rQD`&0&;m+rigCg)v(yti@OG$!%WU|Wy3F^00D z+aG#*Rc@jAzZdktpK);or7#ysWMOc5lrwx#^H%lj#z|!I@K#+MLh-iU=BgVB;wOCbF}FsJ`vaV(Vo)l6Wq(yk z`Jt2|!vCNUcHCVeJGst(sH)}s4{|yrYyodR#T~193|GyY6n)$k?S_72Jp*gt9imoD zF?S;Ms4vCemCW|no$1e!>^%;D_ zon{Cd+8QW$0k8VA-lDsc4k$@Ocw0AbN$=0&3_rom=aI8u4ZzeX|4O8b$WwiC!7+jw z@cneX_tGRZ5rtprk}mX~a}5G9*Urxt*JRp;+qq2Qg!LA`2JN?s1R;M7A)y>7yvfZV z0Riw95CU7&e3OI4%lt!^ z6=D32*{PwK^vYE9;L7tSb>{u1{8N(0B9ERbJ*x}ZViZ%myg4$ zo)r`}$?Od*r@hO>{&kBUKDY8D!Qj-LE6~tFlzU5svL@&0SXQOfU3fFD@$lff(d63V z@i4yz_}wuWQ~RA)8PnjqY}%D=6hW>BwHHhNNNL3U8`!;d36L_IKgL_}RFx&qI&^EB zL8qwul?-n9S2gV2`6t88>dHS^jx8c@ith-W&Q^*vy90Mo-PB~3$|5+!tVUSQWR5Q- zzDsa8a}Q&YU%RVr_s1QJy6D7LmVt)dExJWFpM{^0C3qG?g*nG=6 zW>Iyj$+}kvurTc=;rP=!4Ik2a{MW%<&IS7X#5Lvg*jXbkAkt2HTyIf6hZ5ubQKCf4 z<}og)4*o&#Q^R3TUk|=Ud-~H=8#t=^dJ+|`XydLZ~r$wCxGuN zg0gbwh(6=KH`ZiQlb6E>o3c=Y_bP&sO;K;(Y~j(Go`}`8Yf}hrOuCmPx~CrXOywwM?kA)kck3*<|7Tl2{?$(e=)FG{4VIi#V;Md6?) z`KyN&=uF+%3^TuCwYHBAU8WkFFM(tp3jsenieIAGUhm!KHJ#ut3QQwg6lKhaQbnwusPAO|mUu z=?iu-J-w;mwi@H&pzqxa+QtIo-N+GrS4SFVm429f}Nhwi@s)R{;5-&zB z7d>BIDrS+ay!Pcls(Nj|p_eYwQ=|PzA?xmC%_&BuZqG6QvXB`X=4u_3qb;aZbPRSz z8z0g08V+dSGfC%O!bF=;*f zK0r_J^bq0{^(i*vyF=aK<64c7;_3Mpr)|r+RE3nU!Gmns{Ji^$1V%vf*3oZ%{Ut=aq}4H%9xSBX~b0!5elw7WEk;|T;!cbnZvO@KLQ-{@PCCt zCr_VP2f#s~l({A0`42AtMh!L15{A?7|5Ju1wiom|y*=|({Q{Rf0Y3`NBkxZF?=R5a z*aW<=jZ9S;w>h&=NqerTq}QiiUlEcqohw%hSh%TZ;+y#D_`_|ET#tZS5bHh2EG7MH zOROvt9g=rz*Hpt3+5D>nEMRpce#L?p=CJX&JxeAjcC9?!564eWHKXi|XmNW>eEYUg zjtmMf?~Pkn0R(V@uVoDE?0!L=JUSWXnpgxc2ThzfsoRj2-Y=)kV|`V^`X-o%>N;#y zh(eiKK8dxlm-JcX7xkpD7HMY${p3GKSb?qE=w(D;cPG`LGitm*-#l#zcnfqXV;nTF zi-1E}MoYsiw0ieecUtTpk=?JdK9+;MQ`^Bbf)v+7oz)}W+Ry{0Sc5Y%Y9`!ZM;%^( z%-|xuYHjx*0_1=8X;_6yxy70(S#8bDr@UX^Ezk~Vnl1?oQ}eCD(R*$E@FphiM*C)QFbi3JPIWnhblZ@*i;+3TbX% zG$t+{c>!mp2$S$ z4~1(apZlJ%N~1%7wuYMqJZN#L!MBnHcr@*NW$OQ?mF!^aOcAu_WRX7Fj-86(_Xdp_ zPbA#Ad?PHV?;UCsGck^y68W0#xwtp;CL*#-e$TrRJyN?(nbR;bOd=`;HyUy?d;Z_E zvLr!0xa-_78e2#F6gb=z7235nG{W}%>64NTY9#*hn>J)7LPvPw#v3a70^Qj`#v2beeDT$-;+av`&8&}co|j<{Lnlo*X&7hBpP%u}o%yfYcfrR8&!om?6<;yZJM`>^e#)1#$dV(w z2Gq4thJ6BV7oE1I7puQ4-&wlxX7QD@JH08$O>DwztFWS@m>U~#c@E>X!>?ScHPu1! z*cvf?*eP;W4^Sr)WDnZbJ8>~y+#ak4*H?p_&DA57Rt@xv%$oJ!x>B=#G2z(TcqZUG z;5bjchiHEVX`d?fPwrj37pPw9<_CX?(&>46rf3}NG3(sK7B|1>2mLh@z)zZ^cdSTD z%Bz@JAn3*09jP0FdiL3jDjz9qMz7~Lk0`q^nADlPh0T^OlSt;C<*raMpS{IQlLAK( zI6mvB)&41xVx4&44WA#*ViQ7^1O0v|2dMR(R>gb;iQP|?$~CTHLZ{#3m2|$>@?p|A zu47}2umk9uHJf|f#H!-w2yjUh=H{rjq7t44W{oEI4?-qq0Y zE+yN%Q142(E7o45`)md~uOKFv&YGMY!4kttfPw8x!K_n=6ljUgI93HsIyz6C=Ju$_-~ZF{o@v25oh|4W&^j>lQ&NeT4<4WFqdU?d(f!42l~oS! z4`!EY=x4P?Ty0nf)AyQLn51B-vAd=*k>6KDB7BR-LjWrr8wasxlauT@j@edT7Ox&0 zX1gn$2On2L^y#IUG>!4oFcTa^+Ep*{N!s&vIXQfO1xK-2BmeA}pYc3+16T%ZA{1mD zx#qEgXmtRtf720?v9jc&-=OK=kb63-&~@Z^26NmZ5!Nf$Ab?ik{@rd_$n^dS#QXrN zWt1zqjz!%H#wXVdkw(wK_}KHAAC`~KhhwXROi|YOsb{XGni;XrTJs1#56RecUnHM~4b|g+r=Cu$G6%P-PQKrhN#mm1dedb(zL+JSPTfZ|p%-Qra z0(YW-d79AQB4A!B^tb%iNc->7;vmmF)wIB9#1YrBq`nBCz49LzVEZTK@ox zlK+0mG(mFXUEo;1#RZ-}3dRk}7X+TFx-VWso%2YSI0-z(16Ugi*N{xq4Me}O2#_cE zMonH}DA!Ng2Z z8JU--kDN89PCYBvPI^|>=Qzhr%v^PBz(Y@K&rDv9d6G<*Vk)Ze*9Y&+V$Ij8ixGo!hqfwH3}8=?mL;dz0c{^fhaq@rWm( zHTy6>{C%wFxL6A>^;-69HUi>)tc^TzVR7F4{r3l+J(~YC?5s7Pnd6zh=B9upb<%Cx zV+QVAjTA^M7H0`+a_fTFc!lKHISVgEe<^Xlh26<+m z!0d_GG?iMR*6RF`JU|Ge*mN3lB2o#7)JMU(Nbx9qLy0(>EesZH))-+)!sp=1M-`n4 z;P(8BjyMn=9>r}9qxC;IJXiyM7p#cS=amMXvX?Q9Y?nWy^LfoL?}wbvC%Vu z)KQXE^NdG10lmR`%|{ig_M5-8Xjg0*Gg`ujL@DEfXtw<1BL5$sT8vZMp$~AhZon4* z3pkfR!a}?laX6&Dr+(QfV28tEe;lawltXefGJa-kO7e%iW;@elu&omc(x zVMC9(9?Otyq0S!7y8Kq4;2VlN#&C^B?C8PCTKKw#%I{VLkjG~%3xV{_{^oTwLXgKzU&T3(gV&2Wp5Li2P&aoQd=OQ$bu zr>6_&2)*o|3UjxSyazlwdjVpAw+C&#M*ly2pz()q~AU9OogK2 zd_;6p#oeR%N(5hpi0F=-iW<{Vu#cUJl&IPHl5z>z*$YSW8(r((J@{$#=$C&CZ9TWt z3sAq!w4S3>N6fv7R5P z_}<3Y24$^Fjsg_IV`+IaX*n~cc{6u3gIME`N|rLW(zx^x$ty^8CS@O9B!o_@^6H67 zvp~Ib?P}TSS%l=Gz|$VLB4NlrCbXYF=`J^3U{oL1IC-yRUk8L>LLZpH0R&^?QH$gN zZ=etYOm+TQUw0pgIy}5461Ll%Hf%Glh6Gl{8dO9qJ+0r3_1=Vht)g$^Ocf2W-eV6) z{(MfU|EtiPvkkVbH{oBH@Q#<*)G-gq{JaWl9mgk(`rmz1vvyvHuB&5FZGk>vUy+lN zn@=h8J=sQ(ug@aKv0?M8E7zCxs`>*+BgaB3ywSUXVWg3&YoiU^`W1;E5XjE6;Z6>_ zSTPK*rtmPAW??C>ug0-9W^S&^`Dy$LxFyJ|WCX#xIKJpe@0yR#b(U~O2v5<@<)oGr zg5qP-j$tl}Gu)&k>f}$sa@usv(2|cxZfwxdlA8E6*g!lGC91y;UZW3(zoUn^$Q{Go1?olS_DM5+gC+`iJhJDhch3^gxoy_y|F~&<#`|m zst`EHQ-UVs8-pBRf9TX$qUcr5__RChBFa3m#NW4MPf@35-8SV-DPaV=#NX@FTy6TP zn0mYs%h3EU3V}Q7cpMNb;D}8&GaqB%R6Evu?jLb*gs_Neuv}*NxSVJ4bwT!5l;Ax8 z?No!2@-i#=+*})i3mFcFbNJS7`1U8mH*h!!9o%g`?U(gQ7DE)7d}GLw)pzWKtCM&w z!(PD*vnVwUW*6Lrp0-CGIRl>^J5oXzealjlP%7g3z)@Z8# zhi9%;Ct4q6{w;~tR+)cGqO}qmC_(8c(fSN)sQ7Lb1AC0~xm~Hr{YjKavr;k7ysY}C zRaB;@vItaN%$t~fY!}6~RIUl?Y<|X@+~lStiWV34kv|C2x-VwYghSJ?Aws zZuZgrm0T4OmL$!G)551UMU7 zN(OHB5j)%!{gs()H3`7+bDM*#dqR69^)-`&O|jw1V`(q%h`V7b5}#d`GUGb zVgFEd_P6c#@BA3<(=0%fWYWO6Kuz7ThH(h_&%kdwsa;u#bUe}4r_6+h?-?WNnMW%6 z=2dO;E3Zt}80Rb4pL|#l>!2NPo+#m4WFY=8=3M=7g+%?3>G3?h`(vidqxz&3vayqq zL+OLqBkLvyc^oS?bYjsLK|Fw&`^D#F|?y3N`_-9jEjc|a8*ZC-6Ti#kl73la5K?GUP zrP}zWShq=F#oT4mNzg^;Dks{ZYvc-d0W;k;ICE_>>u-5&WPWLJ@8Ign{K8|_=zgAZ zdMrfOCkE$%t?fo$3Z~BNMZ++G(jQ`e>|~*4jlqr6Z@8pd>dRs`3>t&sCKA=5R)4&> zgNNwSfSW0Nuu!Rc9k*qxNa#@G%2G`gZ@-6qy8f02wTv1_sb=z8dTM@8s9h zUo9K{tEmxVoIg8i*8R6QD51DpFXlsiDLE6b_o-k+ejs3|?BSgaWWu``d>n2wg(O$K}00ztHCiT>CIW%*igT8&P(y-BkD2QC9MI({danQAij9`En2c?*r1BfcAkjGQrh$~ShO1#2geri zMTVIn{Iyf-+VXyKUrD#i2!LING@Bna3k2Z<*;cUf!>sMZv`Z&Kt zUo_tWIY14iFVofpT9UqfpQyFembB}{d_Ccol`!46-gEAd2e9@o6w16BFeXe-0ud9 z1UKH#p!aff!0g}!tilfsr8D7sOERGH?Kr4seq%?4|N1y}O}Y3;i84ZbX@M(h4CBfs zzRZ_$85@1^6Cra8d~)q@qSo8O7t3OVx-lob<_i5?HC(*?*Wemg+xU}{U>&lsjZlD% zd;R^#jwHu;d$Vt)`;~&5vn_l(Uu{9!zzVM{0kz%mE103f(jQK?5_>m{Q51A{UmC0N z&I{u4XuwgRnMhrjW^4ahi74RR)gLrPgo+W_op_du-M5EKs6C z$!2~hp#TfO8xxOND+hoWI5l?46)q09S$LGE2uXgxl=N`X&#Wu-U)JgaNWxFfNyJ(z zIOzO&{PJD^XK?-kI+O=mX7Du5T*2Y4H60RcPb8AC`y8gE5kNKi19m*g_#?+fd*&?g@4XEGG@~YrHAw3_#uFo#o+;XrU?gILjkJ>Bk6Pj#< zRV;a_+Th`l%XB^;D-;YDzXV$bSGdGO-2Z0h`T`-^xA^0gs287CUH7tbrXJ}xV~L*x z3@z!$d2c+%rm$uGf42fn*(mF#8h-=gevWyp!nb(G>3_c6l%|ms zcyxIZMT(7{1*L>`ote?#L34VX__-qS$^Eq(i+8huN^u1`FiG8K;Lr9i6}?1(5E$t4 zorbD%1g%h=ja5Dv`=IXvhlX1By|=kLOejqw0h#O6K;`W9_w@JQzbV7$>u6&bEm zR}s8r8`;Jz5?J{cE|vCd8*qrY30sln18Q}%5ROLUP`%c3066mO+{2rddrMO+QO17t{mL*6+)|Pfs9IR0je#B7mO3g(V z*RWdyzM{GEAj$YqgfTTwcqLYIuh5dr@IuzvvByU<=LE9P9Ildnr+U(j?w_UVNT&m4 z6f2(}XKz^ z?HqW9?b{`r=WkUdBJIrBdp7k6z5oN>iZ>wkm+I(w({ud=;JD3C1I4t4gw$_39^>7K zQBj|r^PU#E>f!ph>-=#`FP8q3EafnQ^2o7UfxdB5t1XE0#7A)N>KZ=A193U!AwI&N zu=UaR4bGfLV}7>02HR=*6Gw`LT_Y4#`BWwUnWL?fL{WQp)Ry#Zip8rht?OHFAbrwa!(Ca#lvg3SPs80H|R}~}~Vf8(Dh@89Efw!AL)S+KO&)hDv$F^sEX&|=g@>uty zdR9k6(M83s#57lxP6?bLIx(y>v}{09r>Epaa{1Zr8w8bc#|i| zVo&}N!Ui30tslpk-Yc_DTi8KBB)Ic`13M=*MB(F@<&`6)ogyzeU%5%^wGgFXpXWm| zK9fnRr|D{p7i*45v=sa20TmR*NRjI37A!XE4|w+`ey`e7GXfj zhDZW}nL@i=H+Dyr1He1DB#V5C$Q#VVGYkDrfbrc>WB8Tn2>EW}#hm{3)m3%NbMr^k z6CykVy9D=z^ghv?f1G6Rfi46p$ysybhnhpb_NzUi!1l;#wqT&hgfS854M zbqf20jQEuthC6{E>(0hTRaDxOE7m@jQlZ&<{t4CUu~a_>n6kGz=9+kp=s;4n4*YyM zOo$)11>U$@JP>?x`U80v(Ke+F(xYqHerKR6c}P6PXC=9Jn_00dvJMCO1y+-m!(U>g z^btb$4IWiFpaWkdxxCyLORb8$sn4R_TpY~Q-3%n(K|9L>-0>K=3e@wNw$MCaFCEuT8c)y;l<{_c-T*8&qqW5u%N9ck%V5dNg#nzF~4nSzO_w#uxnb_a;3}_bL}c(FhlXt+TZ>dzf_Ou&MI;_!MJ@ zwH3ZLc&GGE+eUUD=PkaE{*pY>Y--|@US|l8-^EZ~x}A5e6Y=UeS39FzWJ%!ZMc&69 zdwgtn+dpU~t$d4sUVk0=>^I(MU}m#QwdKpm^dO_T`wt<lqex2B2GBll0o>ZC zV%Qq7E7YmIAHldfcpJUCE$T0ZRs+TB(my&w-MKR@ zF0$s|5AQ!RgRaVVLe`227l@rCLFM1;^DRda+xr(?XQPqiPcoB)SRb?h{#DQcc&A|g z-L%*w1}g(u|w-tl!FHZ81LM-e{Z7wfNiO6ovEW-I1vN@$e0Z zly);gxC2&gav2)$WypWwenwdplnE!c=ni;d^5cQ}>4Fpp-Lv83G6dret~Yt2zi1ej z6t~6zMW;W)KfjDJ{9eZUC*1?LSL4An{%w7^UZq>7-$7Wj;F7ZwlIZfb*nxcYME1~O z*Fxhx+tofy$79=^tm%TS$u0Wg=ryNf&ykOTUGBkRA*RoaV0hsfMD1d|`dYM`5H1F0 zQs;4D+g$MX_Jz?$x`z@;BW40g zn_oGz?~u;m|9@w@utnprhRiFcE7;PcUqj}e68~$5Fgo)W{*?MX9Scq-#5m;QQ4A5v z-mVB9@pDGuQdaHXTsBv(YDfs#&`20dMctXX#UDr96^^Ura?{ePQZPv>8=Qz>#e}@N zjoWO$MPH(z{^-4PMiNPTt7>WKaSZ>eC8j@+0JZX z(uW!{Jj1vAFX^oRt-WD6$JW;z^gsX58Y}AOqpg$`>VPN4hrk+I5 zENC%?F$K}u+&1guXU?NI8 zS)~5(0GBjHKdy=@ydT*G30n4Xo1%;+icX!B@AqnrE=u#%X75|HKAc}doirT}3*9d# zXP2j5XjrkJR^yVvSlV z>78x>I%*%)s`S9)^s9l0>4tRWI7Ieq_R972gg|BM8hm;;crDDulJUE^?mAt{GQG2# z!RR~&n}|GOt$_jGod1<1hLKlShqNRchjuw3dHebA8|@3ZSMl|mdWP!I8qL!hDE`*) zuqrwzmGFjF4ICXr516hllg&0Xz^=sJf=(KiD^H=EXT_DEx$^t9P}tWy7D8yAJAo*k ze6R^EW%wu4r3~RI&b2N6X4HFj#`87U!d+@9bYu&_zQD_m6Oa`Yuu(QX13ALB3t?AX z-(S*bOdPPK)x6@fXn7{GEC63qjQYH#_S296yxHfrj!Pn1#oD}Cqt=mG>$2c|Is@zOcsX6W35h1*|ti!K$s5t510U9vOB<$G|8+U861ZzNh;I ze7?#wlDDU#Q5c{x*_jifOAezWWHUhg@Bfs$>~RY{!Sr0$$OQ)Y#|MGJ<@ucxj%wF7 zi2ube0=EvqXI<(w`TT7WWx^H;pkIJ-AkG~L=>^TT#(`{E=SfzycOPUl_1h2Tloeq7 zKoOik^ItNwqakt4%PmUT%LQW~C8Zl(n%J3bT?1l9{G$qabUT0WwpIIP~Ur=?gYCTsZ=HrUKuaqY$ zQ;hLJX=GeN+B2F-YK9)^w%DWhwQ-8ZBAXqzzcSf3ulm3UF;Rij~Mcwl!)(;zyZ9m zh`eyWm(eo~t3r{*kXdY=R}%3k;lNB(LxqyYEyG4G%#UTA_9ULsF79_$!Ye}7Zz2>)_syio3@AW1dLh_xu zAjQ=8QxVX>C4T=kR zM9Ylj;JYECA67+|9&h37mObsx*sER4jFXU`!OTDx1abSNFc866Nx?Wyta;q#;^;<$ ze#!cI;@MCN-T3P*`oXANbjHHt@ubw>X*pFkU#S@V=_*f*^jxw268F=geP++*x+bUI z%%UCtu;->S{DAQR7no&DI%RSeW?Hb)8H+Sj2L>yFU3D*m?qLl8)$&uO`e%tg&=i%tZY(U)$M>=unp3iSQDWJBaAWk@sJgr^u3d1HdQ$Ze??N z+RS)I(5Rv5pM#1~g^sx>rGlx?+4P=8KV1F4=Pw{o2gtJ;Kp5OH7v` z-EYZr!LDD5W5&$%$>i+HCcSU9ZPqb$WH2;j9Cc*sAV@h4#c!i*)}8(}Vd%*0yaDoG zqNhfUu-`;q*Stb~{CVxf6w{rMJ}1;15(7ON{DPYAn!U?Be3GDta%qPi4{7 zR3D(bJ>?+JiWkd&Ilu}VSEIuh=_wOc#Kr*rX5kNv-ukaS1FVp>{bTJB2v;csFn7w_ z+uqj{?8jHd5URrps*B}`ds1Wb}2S|r;qEN?_tMUcjXdk`>BASP6d}=un<+75V zOPCFgY~z-RWK0Ur8`i&(;kFGVljG8aC+69zBTU zEIkYpb!LrJY9J4%4O$Pax6y~O4Ei(_4%F%b*)jHZFt)F+w2}NxmJdvp7e)m{3lR|k z?-rJAQ%Uaw;=@Gr!zUdTx9oDGYjkzprk2)GcF6^uvC|8LU6PS!bzG_@oxQ=#!yaLD z>)CFTwXx`?lL4$13PL|EZH_eP)isE|Gy?{V#6FZFA$pdZVRJGn& z$UoaB2kVRxQ_{K1G@+EIasA+_R_IKU@||o@bKSv4Dcbtm0*cE&wzG(BPUk5xqSO)+ ze%SU72@!KvnvNM)8ExY3rLGHsLYV(PX}DI^s(~ot zPI{c8rM98XOEQ}egN=V~kroAWXB3PCY>qH*+(HDTie+1frVMvGjqTOUWQRsm6Ew{; zig^pttoF3!qWvfMr1Txkx6Xxdk5veB>vo!R-%q2i#nbsm$f(lk{F$6tKzo+2_ztME zLP$)+)@DffRn|n9nD`h$h7cIu>D33|LQw}lWJ+d~(5WHJ3zyJe<_1z2{z&Ni#PVARk*Wq7Yb3mJuY#!1v|ENKhN2Ub6A_4AZ*;o!sig-A^=HPyX(`$6s?37KRHs zd~GhQ{>_)wsfQGcuJS$}053=H=wjL9ja)Ih>6AsDXdeYVbv`D46Rz6)XXvTCgeB-! z-u;+t$?AMs*yNVt9mXOZPZI3p@A^$Y?8QFy^pRaJ*qk1se`!8$oM!$pWo2ojKr~!r z)pli6hX=bQnEwL*+;~Fnq|+ImJ_T!!5y90Z($Cs>pvF@?6+ICT4p?VH>L~=6wWPeg zWyK?9MItf9BSV2O4^AehQ@V3>WBjkdV-`J7eO8uxk&K-?^Xqf}PZf*%<_(k69Hph3 zQOpXz#l`O~Eb8-6q3uk)2sDE9Wr8d;0e|m`L1%-<3_QJLO{7O$SEi4MEjt62{~EBKO^P3f>Le;$J^T5AF6kG%j3NRWCeDeY*0Uk=ttBT$j8o;b zcmB6kFFSu>W8uq?Z@EWAEz^uQ;^w)p2|SIyZkZz!Xf@}s))|a0(`gezmtKG5-3scP zYVe0EV+MOidG<@w0&COlsgx9rK|-;U=eySbn=g_88Pi%!yJelhYkW3nSCDlO!SX!p zmU13`c9E#R5DJzRwHC>(Lr)dV_>ypap?&>f#HQZOvcbkdWY(pO^qDnr1Lt3xP%ns_2*{|Y=jLFPMai&~Qlul9x1a5MXqtC5%d$FoieKPa+3 z`(qui?VRZC*mAihVdewfl0V0r3@Cp1jV}`VG!_n-5qT*E!ODWpRX3hDc%*_8bf_)3 zF@=Mw{tOVyo8Pn5iyd_AXg*xQl<(9k0j0`S98Q zZ~gCbeN?y{Ur0V}bw1T9UJe#ncehf5t@xso$l~LdQd(~7f0*sPA>275&5sSy*QStS zih8p!7PSG?!co-IQdm!1u`<)4zW+CXT+7F9*E_e9K27f*AwiAcD@B5wyTEUct{L7* zpX&6wkh2-dFaG9=d{1NccN%>JiTbY90>v*Cbl|sMnQrtQA~<7)k%LXfO{35b*tFh3 z&fFjtKn3UnaGk78wmUr=Lu;!h$%>6c5+}{wDL+haapAZQd;{gh>P(~%auOG6!rA7l zw#z3SmrW222=OHhXFgqspqbdQ$a_iOxNlyKKUS2Nv022Ksu6)(+xY#`XvJnwu;WZN z1uy6o8zXGPw9VU=50=CP%Mz{YIvXjw102?NA;ysTFhbYmu!II3we-&;b*4oj>br!$ zSX*>mFJ}}!jNbd1P}_AFnn?t+W;WN>Uiy84D^$;s8i_R zF4g+v{kR8IR`NgAgFCXd*Zpz6UNU#+Q#VXnsDpq&>L-Awx`jP zp)LC7r>l~0SN&;K{e9iwVHO%e>~EZNUAx;=yIWJcTbKCx5rEMB{1j9QhC1A6+F=w6 zK>#maZiyc@?|Vaf%!=e(w^m4_cN?Y2*WxofyWn!1i?IFH*`B23Z8(UeJqlN-iHU?9 z;z=cC^_vzm#Hr)GdB1mvsYYqXSpYkZ;Z{*vF+(IXRv%=fx7l~)2B;B+YhKsMPvjcC z!Ev44r8D-MUAxiYslfeNSH-P!CWYUQHQFYh1(|_psnmG?Uv@eN#=wU(79U{}bxj}f zaNSOJX~QpL|E^2T^-&>=5l1KcDd?$nXthMP648H2^E&bSiH?!>UTl2q0J8`+Tw<3; zyvqlU&Apbv#wljD(x+Ov+L@>yBfUikiKmd*t1eBSN>n=~ym6N46SdyGR?XOU&3MRv z#{5KE{c7S|3?BmD!`YL+2_<7AZl~vX-^=l`)tDf>{Nh=ZNsti0xr+#6x6>yWB_e-o z3hI4wq&j89iI&lH?%p2!kuxQ`ie4dg-WxXAKpEN6yR^K?QF7R~7w7)diPD0ZT7Kj- z9G}H7_E0EOv#!*SpNXNGkH<0N*Kz z7&}`eIc+#SpdS!pk61yFVKV^)9io{}=*_>LH=)HKr~!UN7R8|4@}qN-Vuk2!AKN^f z=Z7fUIJ(Y_cuC=JGUHhh=>e^ANl*CoO4`BKc&H8Xu857cBSA3BBMq|QQ<}N3t}dg- z(JAovBiy~K{!G+{g#laLR`4_YDC8a>pB+E{k2Tt`aP~6?lzdX;E9(c6aqq zFwbY-IA$!e)fP45Rq2KqX}98`C?jZF_brEk&*raqA6+AaKt!DngVJ1;KbboQOGJpqX`|JeJ0Dr zQAu;BQrEJvwq{MgWQpg^Au8x=qXkGsZ+f@?oK`{ zY~nRfsz@DylQb#pAV6;tclTYg*W45}!G>a@uJ(~Fz$ad7oCZoV^rjP01aT79UK}LO zybGbqWyNHSrR(Z+q+ZR=qEp|X$_cr8vM;?)uXXv_9y^T&{+xIr zviUX!17ZOo?UVukPX?1hbc3p2leiJ6&B*qu7%A5f|DOU_6wlP$i5H_N!jzSvGlR=`aiauJP&Y;m~7x=Lx>@Bnp_QSgfaqLHt>K{e?#YO?CIl&()?@jihKE!Jd zO4moQop`kyM;LKSiRbFbcz&t6)>O{5mUv-Ns3P2r!36-|KjQSX7%$)g{1_D7$R2p4oe)UAK@ z8hFbZhqwX?A4vZvt^q|l8z+8572Mc!{sJ!RT)c$x^Y@J_ps84>Qm~tMV81jyDy3a# zFt1+?U8nyoRDnhTaup%KDcm3y!+sNO(S@w=o7+#aT~>BHDd(r>Y5o%-;xO$Wexv|) z6B?8^emBuSy;Y`H$Wy_?Y2eUIQCLY{SV{TtdWNW$OjN<66FxZ`HaQzU>3B4Iksm*& zka@k7k_*g#^P@(bl6=PpJC*abCdS!^?vA&3m~4yl2g=w%3} z8ISfUPKn?yg(@UW!s}a26Qj34KM{cByJ17Li;JnScFdNUZF28A!wpYvtg(;C zFFt;5_YvB7pEzW)FKx)-9z)mJiB0|NSGsAt52UFR`*GQ`9$pE}Z@fY!J?Q|Hk$K~* z^maLRQx_XW`+cg@k(DJh###!}Q`J;&l!yPM1Uc|?@2g|9pSSb$ITk`65K^b8`Mnu-GsUIT?&Z@}`PUe5I;^YO*< zo!i@yFH|dCIj?MfF$q&>5f{y-!7SdvQLBgkjk1&)14-EkGs$E$JEgH_i>=39etr==E5IUyi-V z@iXek?v{Kte_MQUW&$dt3Z954N*;EOo3s92X1Fgc?1Rl;GF^?dCqGuMg5ldjIZZrL z?j$suSz1YegoA$=pF$mGS7Tq?;hoxhFHu98HLRn1FEEKjnc~||$~jr%gdoSY0n9ox^QTD**)_WGBM^BaIA6rKu*EpN_YdZHqc1sPGh`UG7E7X}$6}i(a zwMq%e=ZRa>mVB4?Yunv`tb4*TPBWp|{~lK(~;T~b~Be!68g4zO)>)Y}c%SuIb@-o^`CA3)qW?$|L_Pzfx* z!bv+~MMz*BzIH}@S>yE$De5N=u$sT*kc3F|v45<()26U^;;_A3WiKTz-fKFV*D;14 z{vcF7K*N7d#2tt{A3sKQ6lnggz=>WG!Ov9NkTq0F_>Y%)O4$c076VN-B<Btic6m zcjz(XS-I=aEwW}S`tzL=u`>H#(_{mLzmfgkqCg=%4S~F{`bPy~<)}PPHtZ)##p;y5 zA+0kxhcDzAuS{%;)^Y16`i=^;fOstlK!-}l5&4e4;cuFvy5s0wvDLNjJ~Pd{R?%qMyLF4)k`p=Tij{t1GD>PKCNtXSWB%(tzUN zfgx%6=Mtvz%q|umCUe|GOZUWO6QsQt!IXc6kiTQ7x{+1sutS)q?T!v%%!JVC(PMzl zx8$h1{o(2a1BdvIxJ3J$=Tfb)HV0H~<=dsaget`Mc>+G&XVNHN{=TZ(Dq{ZoW@P%&H2FUpacBvoukY8+%G=>wg(s!9&sa6Ck!-|uG*_fT2J&uza)&{u#)J^Z%# z#;f2Z$Vd%`=!?Gr{mT?Ka{eGc>H_w!vj81P+FgMckD8OFPSV}+q~J}pSzB0SK;zb7 zG%k#{AUicc3C3p~Vfg$a)%}XjW$0PpU6~?6Yr7|a#!ah`)2Ir$zlHZ)X`5mEGsy}> zX-xGoJLK_0EuZr&fS;nN%YDzBJn}kBCFehu=oe(Vs4O5hNt@6dNM+ho8^hDoUOX_O z8Etgrj8*B#^7g$|qeMNVk}9QVS=wHkmgaVd_FXqZcW|sJlo8T&Hw5(P%ft^L&so`G zJ=PD+yF;Ttj`WrA%pm{Owz6(4Gm@$D|2vq-(!78C%po|X#PkJZV^Rap6IzN1M~976 zw?|t2UN4uY{PGB%!}3b(JY-c^{@hU$wtxXd7`vzpnnB)-B4qE zJt^pL<*3b+_d9T7)HqO!c*|R=+|F9;)cgm_{4aDk7O*LWUiC+PvJ^BcFzU!HpR~@= z-1G6U7F=8Nr7JgTzmeQ;oMoV#H_Xwp%+Y$sb~t7<*9HC)l_c%{uZ5ZIaL#CM66{L% zz+N`9t=3!+b+hCG)#%9T92A5_Q$?dRW(BJ6eaDgBK0%T?5!Z5FtAxGw z;SYI2PTsf0)okQ~XT|)EnrQS~be;xwD{Z}aQF-97RJ)b%3|2BOU~G7VWZBE+NVa`k zL{@o9XO9jPD8&~IczEomo0rg!SGp&$-xVr@0+c~x>b%3si*`$H(Dp)C4qd-ZU(_#B z$lu>u4G&_`?(+tPzO~x-#!eJ4MP*s1l+={cO(2&8EH@}0gQs~%Z!60YpOP0^S8Z?n zI%_B`W6y6m4 z5cEi`*xp={*jqGL^we4{_%Ek3m?2J}uGnzmdG$6TPAEs`LsHUBn|5=ZNx{Or?+@kD zizmIrRcdq}O$d*JmFFa1uzBRDr+paSEAcX48m8CFzv>vU(k0@}0Z;uBHI;PlHDs9{ zcu`;<D{x_v^2X`7KM$G4@yLON;j)f4^R{MwjSoD0JBk@&2d!hGKNDWdXl< zs?sJABgtVKNAv00kIgPff8a?p{x$>iu!?q2X(N}8i*56%-s2l*(Xk9V@w^J1Dn?ps zTS^rTx3c!Ns;dK#5ZjTKuRZjWy>(yGm!-Gl9lwrxaOay?)8HOXM+W2#?&@Df1~~HO zo3tb;R@FuZT<%ML`d4J!8ol4&2`_sPsd`XobR!vA-F2^(d~!5d*ZE5^^s{7Qu+2a{ zuIb)w)PF+q@yAipa^0m^8 zINq{l0q8T&Xc^VxYG z{H#?d2Zbh$v~oWX0RE_y{cwYx9@%d__M^ash^h0okV(HM!Z*N ztNLVVvySThA2qBeDfXj+zgvk=R9Vnp`$obd?tj^1_VFVysAx~dK`S=dUZF5X<}fIR zWn6@-$r&i~G#m?~%EDxw-Fs(FYP zHMD$`>O-{dl@FkfUHem4u-cM~>3wwtrRtdc)TJg5vo6}X6kD)+ug+9Fms&Q%D}~qh6IeG!c5dfx8>B8C&M9tvIO0bk49g_^(E90qvI5(~ z^XETmO8i8>Pv<+n80eMX^1JUoeAVq1Hiz@6McQGTO5mQH_sh{y%a^yKbkqUN*pn7P zA?v>gmT~Qx)=;OL)xqzlr;8#W6}lb^ecy;dYo2s3x2YCMxwaQqP_y9*C{SLBfA2^*ZbUcM+_m5aFrG$b2Cv5^~FVidbE~LOtm0iI{ zfp8Zo;!2UQG9)p(sX^g9!U{e`tn(6sxE#71 zT9q8=STlnsIReiUyKUwSlf$W-k0*1)SCiJVHiCwsk~)W_W+le4*`gG%ae5mk3uNd1 zQw)vt^GO@Lw0HW=*|=03&}Wk2mY%-Zu1KCs5{40E06gXQqGd_{MK=eREk4NdNJWCh z&tI&ioRPX&MfRl3E0)s;T=AdsUjkle{Fe)FL-}j-^<;k>xox-|r~y9ds;O5ZGs*|N z0>;W^oD+p$K8FeOy}aokuWDU?q;T`nmfV{yM$vb7HHN2}M#{?R%0Oy<{|QtH?9|r3 zuV~|oG7*#=7sczn$@XSPkzI(p!ztd9Z@j-xHe-Lxy~~&n`O(pJAMZ*ch}x^E62(|KeEjP+9o< z0pH%{k9~nWjaG?=4!Tz%utnzXb!bl3GeU4^SqQC{{4#^6 zgn`Jv+#=>j@s;uu=r5a3rK)<-x`XddNu$y(N2Az<*6*1Z{muiZRhTJAD2Rj~Bs(4m zykB+(aq(6AAd0+Aze z^x5N=z-e1^IKri|6zn|tAHk#!wGoGwWfmmJg3hf%B7t9{KR8|#gLxJ^`WC=-nZ}=I zs?>7iXTNq*Yef8$xqU&b?O|kddgj_5QkJwrjEgGbGvUk;ZSfgxd{&NJD(;O5>I%&Z z+$RWa$vmBY_g!9=yHHj}L7$zlpG!dSg<%q5?!_ugR9RNkJHEZjle`gz&;%(9R!7nc zQ@*{k_Dlhy(3{57ynirSXVyPbKOHArZknr~YrT?%&|fIWn@)M7J?ZC}1{ZH&Oq^5% zo-X~bOcp|xE<6I(JvVM%{9x>VoV(tim-iZkH!39glgSB_C`Y^9j4x1Df@-{I?BR>B zt^aUDi1?Gm=V0MXhl|<-+1O27VNV00-2?p%$#IIZ2h-;3vYVGq2XMZ{n9Yc8=-OzZ zU1#pUhT$4gRa}b_+rh&1%Y&7tYAk*^EumXdZT=ugn2og9d`piY~IZjXS$Tkd)v1xd-4=g`2FrPW0 z(2>Wx=HhgBwe?%$oAoO&?C1(~b=xw3zkCO^_JDCVz!H~XLtvQIzvkQfT9>fK)<1zx4me(&9ut9YdH$y zG`dc4)-&48t3G=KXVEH~=|`XhMk}@8=UrpF0TZv-mtJcg6dsPgXG<1f{hP&kz+l_Z zUT0D{@?l@oZiq)`i;!NDv$Ea@eLcfxRvPKf&CbFj9yAw**N_GP=uF1vl_(Vz~;kVvjk2&YryxJuBqrz+tB|It+ zEf3&vRv~OeV{d6|r3*}?SVmIA5q2VT;uSZqSl1t{03M!mboL>Uffz4GGa=sD%j{hocUxlfhwa7xR)^w}{7&%xJ_Oq4hA*)d!2?=Bi_4B_8PMhy)aNiO{(68sa*twa%VDe) zF{I|g6Gt1LUBS)jGZQ?ti<5}+{AU~QUBVyQ=tb%A<@PONM6KZ6VbXpD$P1Pu-+N#8 zlDI_WORB^E5!8`!OHM=kj*peR@aMO?rnqBmod=Gqp+QxE8RPO|@k!uU0wIN*SNeKY zSe=@!`hMk_(+r81zAy?M^5LCWK|&uv zDI^&S!crV!ZMUA*p>dlm`RSNT|Gihql-xq&ROT06<1DCNxZrn}GeUYiUM#M>5y^?G zU*CE^`=QwFEC5KX-irF8AxVpmjF8+pxX9Bt#OJig_mTJ*Q*K|9FdmDSs4OHnb9}=1 zZa#OB$fvQw#XEbQ^o2uUps#!TM+Hl?kb_6Xi75?H>UdwbF*op@EJsX5qUjA${oS&S zN5R#K^@Y4(vRywT$Y@-u`}@RA%Qkh6%T1DDqT6KRA!8$KTfv3?z=8^Y@;i+3t<4Hb zjOc$r+U7N1SXoD&?0er|S-Z5dHd3t^nF4Jav1Puy8H$c<{D&yewP9>qb3q?9_z}G2 zXYn;*t;*j9ckot-Vv0U~tI3ag$qx8qm|;a6ca5{>p*wdj2jOQw+}AB8(S=T{m=?q! zTn7>{OlrT{rTImYXq}y+c>=2sw^MxdMziE6xT~}bjY3WsCAEPfWoezi854v% z=Rcv8BFmh>eX<&<4Sf8#L@pCrc60sw+xek(A;pXJI|{SKrAVus8k%eM!9RW+Lxkaw zsWptRdoew%b_-`A$8GGt*uJ|7)HeR>*gEs3^F^gd^D>ib*opGCgb4L-IC_Nqrw9`C ztSt-OKR9Q9&$YA=LkxTls~(T(x60YIzHXuJ(ZxZ$wFOgCbc|Nuw9b01N(nKUq?Z$BJptXcei0%ux~MNn7@~wO{=Sl-3!kT)+kbe#G9Voufi-aE(Rq*^ z7VEOdVc_czk!V(y41DuY`AT~IY4FR}^2r3UBhIjQv8hgK_9Log9Wi6vhK$C2s=eHF z`rJ(V>2x@83FY6ueUo%#)n6@Yi+DR3^eJZ-+%nXqUSIkvj*U$&rp!Y!=9r|u6=JkF z-ZYb3y*sR4U&*noR>^DbVH~(P%epxG^~fR~Y*EguaW{;&#+vf+!pP|Rfb=(O+;%7T7e zo&%t@ZyL&QT3u0TmR#OucUG-2h0;!5F5QX5^(x%4@O`;M$Yw48y;S!9D8%klDS{G&5KovX!u6rJdSf6l8^8U+hC z0ZUnSW+_9?@pDcO^C^B#n5Zsw27cXj zQMd_25wr7X2@wBHi$p@@(e$}k*3<4U^SGIN0MTbd)beSqT$&c`gtY-3DR=tEyQ-bY z-LtygClRzQZQhPO#>qbAD3?u@4RYN?sB!vz3Z17(i|P-(oY-IR;arSns%-5trym(E ziz06_QmwXAjj+qKC_bpRi$lo0c~@+ws<$at=`zOSw@Z>rvrqixIRmHq%{y4%B{Xw( zX`GELrO^8#DwlB;G94~`a`#+e@Iuj#+b2StzwH&p6kvw@+cbds460e2`_xZvZ8CeD(ghTQUGDFZNTqv(U0$&H)O~u9kAGXn&-xPgxeOI+;o2!4YD1QJvfw(tu|^JMS7cXe`qpD@NAAu-3Sz4G!ozkIpLep{Tbp`}-JCE8=ZVP2DCEcH6Z0(x9JmlXk$2@H}%|0=o8cRf{|V5WBd#guf!N#&>_j725sn34o8L1U!&@BIIxIH6qvb zD3n*7tk^M$|Mu>>;r8V>+BHw zJ(E*SG_L~UPj??dE*yTh7XylO`3%Rq+%M14V)+HaaV`e^ziS^_-*vvD+!W9E$K^Vv zIdM=9D6;AteZwPw9{S_9P#Sl%&0K=ZH@+gsz=1LtX|-_T%^0{puUMb(>U85KLDLwu^B<60DWx z;=gwfIYm3`-*u09=trf=e^2FLsVUr7ft7W}-E5;ZVYQBJf&vMDVwAm)dcX!n+$8bmXix zC2)`Q5TrApsn(IQg!c8UJ=abnB;RB78I6t}zaX}PWdr#j+sm!$*BJW*n2!6d>;lrs z)LJyNjc<}#g_F|Y3=j^wISOe*5D4`)Mc3uhMQ`zBxK%&!yrq5i(-hf!WW;cjs;5@? zq2C4%-Uy&<(sKnh&|6ra-d~+!_%SiL88svLF)jb@_?@|>wVpbPxBUhmJ@tmNfbV4& z)#@m}+?xO)#H8+AsF10DKP?|%V$63Du{IiQ$~V&ra^3^h>xT||!mCrf5qHh&v0YFv zbx7%Kf1ZeD>G3>d5U2Nq^W`ZRPKuaL8iE;e$9xJSBZj25>t6ASQX%rd>F418z=TKvVf$c-ao~0TMg^r+jussfnn(zyeg<14ECn;8_tXaHa2|}TEvh^9C?MP zy=GX>R|3f*Al)3Vx_PgfAymQ1`@qF=TG zVFC(L6t;> z4CKO~@FPn~NuteY99evuRN^q5EThd%`~z0JNF&=54(|-=hC&*4IV~l26hqSle?{=JrM{64fY~$12&){!QCpnjrIuNb$6gxC+ zv^Ao-`-=Xm;0a)>3Iz1TNjW zZ`NNMS~ihu$?Z&RnXxOLQE)!H(kM`ZUR=S_LnlV9*M@YK57^^pc;o8WsY1SXgcA{0 zP3^tnuu#ontzqkr(v#MWM5yr1d0jPSfl34btJ0jVWlWlyJYh&6F~_-L$mK77jXuN! z#%~7~*ciCN3LE+`kzHStb}IrLhNXtoqV*qsR~YMiQ!V13tiu#fHCp0KTI6L9W!}uq zpicWZlMr?tS*u1jw}Lh^XZmibPv9WOrwK$ow|!0*oy&N*?*dV`U*Qg8;|_DvC*k3K z2}O>|enBo8U65{la0UL9@C^fRpUymsL5PPvj35{^ zox(~x$|3eYzP zE9nlJ3s@(H1}{eft2~`^sf29x0D0)y-Rmakk4|@TAXEN?r5{`v_LumZNf4X`L!rNJ zF?xt`61H%wLWmelO}BdCza4uUZe0orm2e!@bV?`RjqGZC6(>rSxMtAfU;snuosYK2Mj|c3dD-U(ydyp z9sH>i-VsIanU0EIkEgTh=&og zyC=vv6cKpGDOp`)O0;=JIp8vBkOtJKQ|Xq0%*L8!*`F~j2qh?0_}WFEBwR+zDQX`Q z^cB2zy;gb^(Ui7bv0a%pYeD7-1q*lnt>_2Rj(e%(Y?)}ePbpA<=qgwPBlqEgBlc6R zNa^sa|BOF*ez~-Io8`uP+BSMQ_`xiq=#+*tk={o3ci!|H30N6o#Hs{Ep{F#8j`(sZ zvHVm2Ko~feujw~mj$b%=nCO9XQT$Re2xCf)InbojJ#!GSN{CIuHE3Mzm$g3SDztI% zB!}%j$4tT{-3d;iae_M|A$=)ME%gq_8??!vv|jSj<}*hJvlnm+9}i?$$I2!?Ka|cU z&y81L{00}Z2x_w^zQ9ntNRqTI{i+v`&f}bALkm;!qsG>DGjXL8*F|62taP>RNEA^1 zbMa^;ktqIpB*%AZn5nE%vc>2@+;rrd6W9q9EH4VF|5F!hsk6=_e@KP8YV9tcgdp`TptZ9o3a@~LM8 z1<<^fvLA{(!-a_A{hNtbo#c!32qnXWyrE`JZ{M&g z$rP+)fB)UP2uabS!?QZXH9MpON^ymq*s693 zhS;M+?*fSWz#FTIj`nL2(jb0J#{kOoXm0r$EjF{-cmY#tRro`O*xBOPd4g+vBq(k8k zw0OSs%$LTuXx<7I+@HMh&_M>F`y+suz`+cBRVOjgSZ3&sn|DP-u8y#Q$LE(UBQ!BC z#vkcmF&Ez_1UnO{tP*(azCKQ7!+n_{7K2J6%e2(Vk?Hgy`9$y$=Tr=AM*x)Tl3(cvSjON({IGeEZM|3ID#_QzbS3wG4oBA=21X zW!lam_`7(@XZG!rgO<4AArVy$=9SaAqsrh^BW_gIj0!gtPPXKk=U?u0xedLj_MbQy zlp|N?>`D7Ul+zpVpjaR4Y*Qj|Z0z(#L>ePQA-Q}p`oxAbh?*A{#y8-b&&`vR0gj#8r z`5J|k9PU*iQTxxXKA8ZX_GT_>ZRSCYP9CpTNn z^4aflRoVdUmEWwVkVKVYj3 z*14tDxO;~kkvF)3++G|38`)Q}wI@UZJGuAp_T4|o2}{;*%YKzn>2H#lA7YsGvf z1Oy!5;v3KCIb$RZ&O=)LyLBpMzDBo`^)4Y>IfS!wcco`_WjwZYBDs8H>sKz8_^w?5 z);Fy9mx%LoQNA>VZ232+Hj91DAaCRwTNY@GxXKpLh@4nS_R0F2wS^&?W~5Q>J41eGzQh@+Vi1wu;X#)f zQNXOes0^<>k|CuE~Jau%P3)-VU7&RI%_|YgWs^pk~TEK9EfHgINH1%mYrhqYK zZ(OSX=hz#ChZ9k)(2hO$`|RRw%<#;QWPQY0*ME|^s02K$*5x+P`q`;*?L+gr<$W7ld>*gp7_X^O@T(uh{0tZ zv?%T6E%9}+Vo|%->!vs}lBFD@g;!;5>bWUcfo1J$lF8-TCLhZ0r7=#q^=5C`2Zn3a zJ~G{Y+o7NPQxiv4D$CTWf3PU%aY)+i5p9^&_ie;%&ayfh^F>16w`J40qv~j&PU~&# zye~VBMPR{KWM?T>h>OLW+2z^T<+;Z;8#^-h*#7JMpDBMm?*3Z*-<>SH0-dPQRT0wj zU6f3+_-2OKG=dKUz!izxtVJ%~iAHEuz_7xA=|S(0_gKGcaAqyCbU%*h;AM&}#kw!h z&RQ^+4++)2eSGBh@$iYrbxy&*-i){4@kHFY76LrHUQzYPh(pLbUsA=17CfD(|IBpP zsPrnW!&$IxoG2owldO6hznizQcElw{c%5Y`)9f?$k$svOy8PNG*AVNZXu3~a^|#CE z+%1w~y;oASZG$q^q-3m`%;~mJOocFaoRx-2<0Upen$y8J&RlWDO---xM1c@KTeH9K zmZ9Z)QpQ1MEb-Rd#I7Se#evl7O~3?>HZI~^930&F^@ z_Sz?l&Ag6Byu@-~U^jA^TrARPYjBOqBb_HQuHl@BAW>w_}| zlN9Wkgia*J8|vy%81M_BbaD+aJuQ?|Q zb?WG&s_1b#*S`M4>S!(nvD<7gx6g#16({^bZ1gjuG_i@(`;2LhsmNQ$ijGR%fsNvI z@Yld(j~E5gRYyUd3}W_isxEz%Jf~sfb0lmVZ!|j#k}b_p6&RNT=In7a}}_B_pZ4`f@x} z&KsKTGMn5OdjS7hThT9xlfpEq$b$1!o<(-=nGt76ZEE`HmC)D3uwcCDy#^RLj%}8#3;jo!z*v8q^wcgq| zDbXsHX?B8}!kb`pv}*f68$Ku8hWwX$pXj^0_Duzf(~5bzxm0l5Pz?XUUJ`Bd?#xsk z@*!_f=c|OrpFyCZ$nMhb%7jx{5k!i~b9dwNU(&wwDR@p%_4>9?vgpCboW^bwgfkZ< zdqkq1zSTC*^lZcVx7&1|*`Ek#o}jGo?)$miiyfeXX}MVz!?$Szo@)&J=a_mwm`Mo< zP{2Vn^C$t3Mp-&%d}>8_@(0p5a64X44wfqAim1$z zn_H4O0=nyBK#`~q%!ySxfE;KSNThe3Or5!YHwOJXwxKATY8EqDTl2qD%qpq-Ebr@G z4rW~51LDIrZiF0`ZJDia*6+pB5C8VpkzKVbxAol^cX~qk^76T9x=OzzedZ8{XUVWC zORBp{c~POYVcSOO@to>7MIt4ONkBt~Ww*5b?3cMOGdHoA$^Dks`l}qQ=p z>QRa9vSP9yi)C2#N5Fu+_9l?=E={S8()n}o)XLbZZ(X_}O3F{j;g z`Mdx} z-E+%qa;eY5oZ0Z7kM3pTKLYCZp@DWvY??JB;^yx~x7CO$#0KnjfRMih(l?~RQtHHs zxbwk@Ay1kY)G6*qxN4_Z9dUj5tq`;+{7rL($&iB`eveKURS?{QJxcW07GZI;nvIB6I4MR15YoJD*aRpwKExUbe5L#^~J)+o!pW?}~&i zo*?`1d#Rs+Q4kz3UFfxHG)L6Q-O6G4KhMv|{c|tc#yYdHjLQ2b51fd)`i8U$g zYH8Oo*bJ00%v|JqcS}n-O$t_@nYLn5EQBZ}AHZj3pPyoI0YMTl*cC-Oy)b)`{F3Sn zsS`B}4+frVFSSx}zVr*xiNGglV@oM)QGA`1ep6|zGiN^($EBpixrBo{Rj+C4reA~#y$TouyGJ6*(k-&`lCYwoMjX|s6%g$ zC;Qv_EN94aO!TqkX9RLw}hBM)#1_9T0W(f(;U z!fbI^ExkHBW2n1T1#fJ6>)h?VXaseh&!n14a9sgC!|urbp8eMn=|r3rNU4=z&ZAR+ zHx*wsec|KU)bhz5*V({mv{PiXXK8+Q3u-Gso{_ zt7bhS*BdRy+pc{ZjF(Ug)hnheQ@??n*xhPXOH#~5T=+#-)0c#&9v%Xy92Y7C_77Sm zNqkZ#VuqAD<<+yR%BKS|nHyXKKgb$*JmkUp8Xl{2m=2eg@AMD7Tq8B{N&k!DfOz4- zsS>BJpHp^NrfSW_=sztfOf{}u83YhL>7_MeogULl9HeSaYTb$dJl)2BlH53kmHQ zkXU~r6D;|DCT_~#FWDK>ov8jB2V@9SJ_~FFlD3d--#gt$Km#-HOQ3;2?n|!8miv3- z#+Lhs@x}B?24%;)d2&7=6AzK86!3_t%UEhYXd* z9@~&%_|Drd*N-MmNYpR!Gbsdl-*^HR+MgxrTa~T(Fwaux(8g1WUY3zKU8^p9+S#$)Qu_(> zxSvZ&%Bh)6DwQPNtqzp}w%F_9^x+Rxb0gCw+CN_YswLiL%iW5RJ>%Z-zW>!`97q$G zS0DR$gq!`?@?1W>CF6a2IrYxtO&fIF^r}1tVK?j;7%#C>L|15NO^{1 z9rZYbS2W4K`sWg?5Z|ygzc0+wqob}YwwV57_?-?-%k#R8mC8YT<$sX1`chyjjDyi>p9_`(@Q`*)DxH=!(RgD!SNOSJZkZq2#F5=ux^!>xHlyXbm$&h1(I zHV6q#y5^GIVVPmQ+95apfEm|HWt{oW!8j~nuNC57w!ECFJ4P#e)wy-u=STwA7#}lwU8sS6USej--$DJX zNfCSQhbv$7x{-2wdG3*G*5+#ke+Mj;6HOjP57{G6K^6dQQSD!D4GLiO)&Ii9VPTxJ zVLFAMbO>^y7`OwCHmjHJ@;8EOB>kg z>G#Xy9bYn`SoK?}0}#5O_nLoS6R@^(WGW$inUUp43fC4en@1K3OSXQSC*gWcMHppO z;pLJ&Y>{leOF~(wSRe~uv7V7E(XeS3irhxNZN)KX>+f&SSLx||e)((MJA|mM;R~~> zSo2tKr9fuT(U}RF$E%8)YCf@*FU8n}>N1$(Sn{lb!XI12_GsJee6(+X153hbk6jaQgDHgN5ktE_b#bH!; zWpG6Lw3Okj+D6m0TO4{?iZLv6&eTV#Q{R3L%kTT4)S1+*$BUdgnBM@%Cy(!PV(BF| zDKAz@FkqfMHvWhWH>-jf^fy01vtm%ByT&sv9R zMdTmu&F#2!nU9v1Spiso2A}m)Z*d9tG6ZNWm}yy}A~?|#IcTN99_Ud)ix0`RaX92YzmvUr_=54LAF~EzZUfS|t=$24 z?db0K=-%Ps<>=uO7<-s#w5xJ+{N(E=H~uU$&ax=-(|p!S?@6Q%i3wiO3N2334|zH)Iy{F%IfYde4(KJY0_`rFx3V+~uW#o4kr1&nq@eIY;WjmXFkW=e zQh3-t0RC&kLi+!@L?SLrDd5x!V@ml zZy4?sc5d{Y1MLrgP0jZ|)7C#m`K&DL3>)INQdzx)X#701Wb=e(eOE@OK2ycAk#9>5 zCZcZfUpijKS(&wNl-w|vVX)SUb!Xd35Fym|w%f%b$fX2XzjAIMoDiCcgdwH0>w2&? zAK8AqlbSA60m?7fZB@CuH_9j>zas*Lb3w7NwDYTuD0#4I;}^><}DgUdNJeUM6kpXZb6mH+U_ zP3z^R0%CWCH7=K0)lwJ!MqD(kq%LyitsbB+$j5ctDo#uj57d@Sl0XF)u&aSiK?e7_1jKuFq)YC;k9MYS|^E-$}I;_k?6jiN7Vy%7K%MiV0-8N zE^o&VaU1D)kBy5c>oqC3m-j^6mLec~A`TQtq&Iw$&SqB@2Fmi~4r#V$N3`6dK#0j% z*g@O2X2fcxwzMb)83<|VZJm!V<-IlB3`cMl=wyw0$8#G$kr*MYMz9A`5MQF;lcRv( z6suwudKx@;{zo$?3h^GmFTnD_`!mX3ivsGKsy-x*nBy!yYPF9h{6$tIV|a1?e! z^0(}y_gkI6`eO_haWJLV?4EUg+i_fit{SH1jO)XTfPpm!WI!uCUEj9)!3 zcIo%|sQD}B@BI2D{Q5&V6=x6nK^ZvXM_jt_T?%)FdB#TUHfN>YxxIPXLaR7>`?XPF zrd*^SOnr>4uKy-h$K)p9YW9t_)fM}*Z)V=7u95s0LZj-Pa1 zA>u4OYZ7Z1EAam`80P&3NB|2NGDw_KhlOMieBxO#8JE;vL?2zRRkSsZfa3*dfZK{+ zI1El3I1~e;@8d^=Ym3csXmCAs4@CDaMR+BGgd!4PID(Ijk@9^KCp1i|Wjw}#s zFu{j0@+HQhJLI=vPx?X~o1J_A-6GR!MY{aQY^YzdD`VEIgTkmpBP~knj{i3acSr@B z7Jb$>>ge%6`L71c*&GO{dH!@XlF0Tv@l#5e$V)w)(@~G;PCAysl>7oMG6FdZ!XVrg z$S7)br_1=)_^8g_egd&yuTZl%ZYi@waz8k3UOK^PuOWwn7lsL1md$Ly;XeX@HeW$m zZv62tgoy7R+kYKoU$XFav@USO+Hu!AE(Q-3lG;tQ7{z%SE)&N0FrLFvnDa4;`Sb&@ zW>^;>#d)Nx4w70~6Z|ZZsXv#gw2-)kngZY4yG-3=ebtYpd`bko6lHqyGhkQf8&{ew zHvQ6M`|Y1LzklyNw*RHWTTvN5))SYu;<`L+uq{WNfQ6f~&|)3@Vt(c1c}JUMGXG4L z)8VZEb>F?y4Lkt?I%f3o4PDB15JHpI>4_Yja~-uJt0c;oNK9OTQH>WTi1k5s)K*_r z9|ZD<&kNPB)wp8CVx?Ie)XFKLhYPlNF(bc%G@EMmW5ZQ)yA;NfXp6DqhW;qQf+C#9 zo^T!!oQnMS6h|WM-DB;E8!I9CR{TEiK*i+MKmT%&@;Np5)J8zY@xef(&F)BX_sa<{ z>s9aV2Pe)0P*B-_m|8?U zkZ8FrR>+^I)sM*kj_Zd%(Qg1J!fESW}}ZqHTKp^ghhcDkqwc0+J@ zJLY&B<`1v`UuP@digy?;wfzR0^bYJsX>8Gu%zkZ^abckV?<{3fmRX3iC*~4<8E-H? z*nJ|0SZ9iSeA@)lLbdX`?+0ncfz}isLv0dPONPIgwQdQC%e>zu48?|=!SD1~ZM?=u z++qblMW3H^Yw*SNi><-J8@2yM2xLrXu~7;>&mj0jNFO@ovW)IYz$K_nKC*)D z!Lio&=QD_*#=PPO;&An;$nP_ox{2X1(+uK-qc)He4y}`35AGoKA;;OuVI;q#hkOsV zVe0QMh_nN=(TDIYIPt!v{Yx7?bbD9Dqb-Rax$GN5uapD!8C_~eTZ7U)b$&P%I(V&t zg1Zls=qQcm6$s9PBDqzXKeN5cVhfARNlSS~XdN|@a=Bw$@*mr*gj`sVyX^V}HP?EL zFOvO_ifyzdt%}00Zvyipv6ktcFOFkB4gxDZO&B{+-a)tarA0#FHcX1n3V{&;At&Bz z)ykU0Eg0;|L5P)iAEP)h_wZ&U?7-hEuv@(3)%L1A$w@n#^*U4EH)W9uFdbZ2cY&~z{XgeQsVlgg_u^;wCzaKszLeiQ!A%_Hm~im{VyFXw2GU{67%5<>h@(?o$JpXT(kFDlzptl{ndJ# zyXu>})Gl9k;)eno`X>Zk%5iyT>0Qbnhn|3>zhEDs=fD2Gtu*|)z2`T1cI&u~nyvkX zP*ZlJ)EF}TRo&3>Z-Ev6y|$m;LAo{<8D=Tm`}*V86i4nxOtAHP>I7L=K$a0ESZX+| z^mUn#NV1#UC&MXHJpO{L#W-U*@nBUKKY}j;r#8}-#GWi9f(wk$PqN9o<=C_*4LxIdbcxrEi-!eADiue9bg0)e{68Y*xS5f3p-bySCvAXC6^j`E9(Aw%IAB6GY=QD z>i$0eF3ulk{#`7c7oNYR%3GmbY$Pga;VB`$@5eT+Y)+9tp5iFE#8Jw?tC)gLa@IAe z0rYL&tKJA(-lLrXAb32cG`q1);MTQG=lvio2kaZIx4U%JZ-}E;!iypN+A7k#Y4Qwa ztN@qXEk&Jz09BnMRvIFS`#T5mC6k3T%dx_VNj1sO z=wk$<_tGb9hX_W4aqm`ijixSK=pH$qMy_r7ikJZ$rUv?nJVMfZv1irQ>(1qt!9L`RtAu5q&ah|*YW4Qc_;!ReRpTHL@)*WF2!^6FveNh4moKGEq0>XoM!>h#tq5)5gv;pU)r*M&&K$J%~<*~^AY0_oCcCP2Dm zw8%6k7&;;tav(rDs~B8sY0D}xS(3OQ_m04p_Jg_P?@djjrmxhVL8V85q}X`KY~3gu z)_KSj0j%KyY7Zp)UXGEb^jX}RhL{)R&hs&m;9nNqXe+gJ8;w?&gQHx>y_X6(p_qm+P^qcFUFR-jB z?^Vn(Y))KV2h9PQf{Cq*1y+30kjmdolnxEQ!o+juxaMNI_CziA`f%}%q0k$sRE~j0 z_Y*PGbRd2y?myO@JoPT!f_jYy25$mHWK#7b0-pdvEs#>=;Kgss)M_t4uf1VQO2{0? zhBtxJ?=KJkClAYHKCVzom+Q8%iC4W)Z?)b0RTsZ!Uw}#VtE$09`1h~6ygRN#t2RX_ zZ>!=X)MI9ktW~9vK1+|a{03`_6ow{De?WquG*!tV4fNoq&!FRm8FypO_;P{%ZT{k9y!(wu5OHSFBw$aEFCv82oL7qbAxwOqpjo>b?|hfZQ=?{u)oc`ni3GA z$O+Tu_4oXl3!N|%hFUVped7|bsV|_)Fjts5dTb5~Sk(He5;P>e9FPKOUDa2zGiR>% zsiZ(eDBpEE?)}`t{mes6pOG6d&3(iAJr}e+<30;o`7PQgfMAvu=8Z$fG1EDTTnqg{ zM(wGd>3&h_XxZ7z&R!@EW>Pa&EH1t##+Ov@H4rWeLt&73F*+r4N+=AnBIWrD!rs4M z|Lw?FE9mfd8n3SsGxny???m+qSz35n<){x)J2e0u8`?PCL>2Rgjd8(i=|x~!bgugz zKtxpT({bJwmpUycGiCN-YvHx?N&%Z`#0E6vC0V5CjcTsj&e`VB4S1={F@@*ZGTFVk zHjTE({f?4t)^ClAx!SXe5&2vQ{rAZ>GHEUXb(|JJs}`Y2T8DhJ`GD4~-opEDOBy?6 zZr^X+86VwS{J-U=A1;BhhlzHT&SP~~LQ|e!*vFyxX~Fn^rMsQl)`J_qp9%#MYHR-W zS@85#0w3zO{c^o?P=-1v-#aiv9V+*lTL(RTN5F>`;KMEOVUbngY8{f}BK%9wR$uMo z_V~aOay^FcB!|)MG_iTi)`_aMrXS-8S?s2Rtg_NOzOw}F|HRI*Qh2RM?$GgbF)-_jI>;Qoh zwaXxSy(^|EvNmAwKI$A1OIAfZ#0{NCS5at|d3IAdPBaKpTn(V%+ny#p%eE%8@Z5af zZSWr~Z=ig64@tiS*j=L$TR4Fq>B^JESuvy#1lSDJ3cGY?n(;)+_tzeqNjU>`67T3& zxFcFLj%>}M5EdXS$%Nbp8D?{fCGIdyimtVuK`F9iT6OD`*Qj$!wpqj1v!JnnEu6k` zRk9u$xMN!C$#CLxST$$%-bC@ve1jZkgIMR!60Zgc`bO}d%p&H${XJ7#XH+gKL$X53 z1B|xhU&qwdl6o1{PIo}lChw;9yptZlz^s-6NvdO?(f2e|d5RSKC!_Ag3sf3#Hq`1- z?p&aL(Twf)Nu7+R1@2t3r%`*3vt%p~QxoX{f2(%ci*Qghgd6z6WA2^#&ST8;MeZWhiOlVb#Qy#?z0Z!`8KuGFB(!0lm#*5 z)|jA$^p4Xt!WR;|^7IR2+7eG3u)S-3@K)zsIpnRNz%M)R`X+JBtD$jz?uME@&(htT zU#6V(ljHn7s-Dx^Ub5oHBK|Rczyb(giEghf83G56O)-*YTF@{+*US?O%cbM?|I7vl z_7I_fCUU3W6x`m{eTkBp#FJC$CZxu(s3L16jU%by-Np;rK?%gvaSelkp|2>%SlJI9U zo6_$=o>oS2)FgpZD}EJc5Vw0+!gqn^ z*H5RK@RF|SJtF)uS9Nby?Y<+k-7~X8HHxGSnQlAQyww1N3>oa_D&H4>F37Nk)jT+O z=@bxEft=)%F-sq;|4S!yuo#<+eR|j{qI@Qv8TQLEq;N<~r)49Jzqop$IQxe^w(#m!q@fdh;jyafZ?wP%KNT|Vf`2U;&-1`leR2`gUb^C$h zcpu!zP4wA_5UOl=nVJeSD&RFtI|LQUzkRn0`juosn3c9hvf}o%-hK+{{}fszLL{vw zIvzOm{`|Vy`?!8{R4DP|C#vsFJjV;Mmj_tKpb_6SjJanI+?$8YU4oRT)n|NEq-p&y zNO5W{)j6ZO<~HFGET}-#-dHvjP|=9E2tPgXztf!3;Vqe0eMi>LHL5SBBWA^yh_0%g z+snV4^JjYqXA^hPhGqOQ5?UTRyv>m8W$)1=0W0p@TK=(xoSlPS*N5RVU|1=;>*kw- ziGQ2#3_^2RywWXF>Yk9T1WH{qPF>j`BCG%I>*`2_s#r`{zgJ+9PB*&e>o#&7WR9kV{(j-UNt!OGcO?MUhDo=e+E=$Zqc10sqW3SWoNbc2lCas>n*Z_1*IosV-sNrI@7-Ym3vy4^z)qQBdmV!^50{%)Ek0$##&5H#5v1xbYcbnM z5BgkimRJHwEa_3?MF6ZKUrdmGY`Ygv@$K*eRVU8k%qHaHQ4NITM*cL-pbIrxMkM_b zynh`anogVN^GS{z$p3&b_R)>p=Cy6(a0Yfmk!9)nr(!lz?+h^mhPa7$h?#FeW-c^9 zRPdwGRWNVw+d^Spg*2EIsf%s9WAOOX79gwPi&};_=GJbrudyRiCx~Hj5|i zywbm>fue(t5x+7bOw8hyza}Tc!C19Xb&88XWJG4?4R>c)qX2{eFeoZNMTsG5MN{%m zeSx*}8LFsplXcpUjQ3g%cP`{3ep$H)c%M>>}OI!6r}xT4lLm7y)F!h7Hq8958yow z?^lN{bJT1#Ib4vNkQ{|mo2|iKHBG&T^`Kv|&rgDqc}a|3+SAE`xpqA8HatE)j&^`= z;3Vn9AB0B3pEqerN8-vT7~jUf1%}+>9M&+ZH6`ru6C;JCY}fcjyeP^S5CpGTS1tCG zewH-r1{VA&3Cin`$+Mh4mz>FFMHEK|Oxfzo?8#q9lPBuc{l&D`C^8kxM|N!1yDoAw zmkVx9nj6RMs@YAO1>Bvo5N7D1t-UMdxz&P~qCi~44s3|2tai8MBwT|7XH$8!t1@mc&+%6Z~U2 znWe#9T2(iGP%wOSt>=PrL4M?lg)m60cz)NKR&}>PMuz9~)eC(kvXxwlKIb-*Wy;CLkwWBoG_8L*_GXG@D}@w+`ZjKvG`EA~ zj*jDLciKOxd?^;p{6oyo+l`!tKQBa$Tm%Qi7v&p6yv+kxcj$CiMPl-tx9A#OG8IMM zA0?Y(_2c~Mw+TUfjv_cYO*0^uIliGaPFaHTNDa=R8PKy-4J_>r>x_)r)9?KQHIV7~ z1HE5UsJYV5;8NOXl&izWS@cfmE49|u(I9;;7Ud2Q;Iu($VXruGalB>=Egs?bueCIDaH9J+8f$WF!6$o*m0BA7Evkm?`_s) zi);KQ^Lm5fy9XFegH``j_IFwkXr_pUV5JiVA^IcE_U+=?0r%vED>P*cD6|4S9_F<* zz)|LB9q`6A>z(-=A}(7qpRsA8P?OiwKMpd8aMW&SWPs0+)w=tDmF(=8FhAJYl{T?k zqj99s$05ED!(SBn7GDm*ibJw+NUcfz>8!c}4>8wH<5auEx8^#Y``!5ad2#2(pWeN> z?2mia{yIJ@5tBPI*If08d-SSsUU%!P7nQHE+ zcB~S7BP^o|Vrpd4dX9D`Xop+2`Px`DUeivOD3)Au)U&1L-VwcoB24ivzs|V{t#8}_ zR$l5=-VLkYDSXdvOH%083T2 z>}j(zS{;CIUiZ;gX(0FA5^n1mEf3&8({8qEuZ{Zs^GijTp*l0WY8!f>Z^Tu6)K!?* z%!^Oz=Pc1LwS%X1-%HFR$ng|#T(76TP|5H1!p;;!ZqvaudYK7FjT{$yjQ&rq_T4GX6CDkP@^^IW_EI3npS%b5%LCm(6Yr|S z5HDO$;DWLDP!ns{-8aNsc)O}YBofq%hHt#Ym;{?Po=k*E_Nt!kqFd;zFnWgy2v-&e zU|_s3!4NIBGbNiLdxEXpPuI*K7e+LCbd@05eB0Ttd&8$6CS#lS6xzL}KSItGmSnbx zT*Wc`1gVpbM&~Mf=NKnKC)2am9lIw?ynK09wq0sIa=y=-t6H9|TAr)wnyoU^>x!!h zM|6BZzgLt3*8&+CtJV%Tj+>14Q2TxnLlc)AfBquIS8D=uETcH8vmI$C{AFnwiPk!5 z5IIM5)NX@T@r!GBm>43zhcgv_t{3Kz{aJ{joCKY9Nk2dEzPQX3;g|V#XoO zaV7I82=FN8a(qK!P=N`UNKqNNs9$Y#%IGy&UzH=+fkpWAzyw-vnM5159Y!v(WFOJ> z((|AqkN+X;zuGP9mKkDZJfB92eUoEFBG6=FBF>*;?O9?INvY(J5ULGROo`yV>FAf` z^p9{u?KwZg9p0pJkT2DufbtZ63ne0}|7a6-NL1|6D0GN$b6>(cm=W`yUoa!U-x-n;V`&m7W~ z{bH?jh^TOgsC4MkYGAE!C@go-Bgw2p9np^1F6-L3t$d$(%LYwrUvOxqFxE{w1Y1q& z4-~#1yasD<)OYTXTtRWx;Fa$CpAUu)H|tyt&qGl4wnE2^BxAhxez=Ezxe1zc2Wl!# zG0=uyaKN4%&ti1`J6})^bQ#T;tE`rrxvJ+aj=KIz-qg=`mR+@zlw99Sr`=yQ*JN2i z07Js4*THD}o~&tS$LJ{VF?^VeB1P#{BPHa#*pZ?!enXL3LsLuBV8+p_avYjPXeM(= z`Bn$%?R?uyJi2e}z45=zV%lwEz(dnjH(aKvf;^g(R9u&wW~wjfBPCn2C1d}GueT11 z^7-P14fqlwjnYVil$10`cXvy73riy?Dc!k9celh!H;8mD-CaxV?z^bJ_qm>bp6fc- zFlUB8?tAZ<6Q6VDOt1*rT<7@c@qWHolqB-AwWh~V@S`qQfVI_YZPO5$@wD0;yEi9c z=zu5HI*NKhMY`P)qfU8IDpE&WeTiziqH1VC^%O>Hhy-r>ps$qV-H0ii1rR=t42f3B zhP7B(UZ;Q4R2=OEW^*H|-h2o=EGqn(%k+WrjkQQ)kg@+4sUJ zS9GT?WI5>+5*%6lyCUJrr)6L&(2Jzo75dEZk$%u4KJDO2v{RKpBAicqzmXtYP1E$JOHx<`u1kzA2`mMyv3NDj_;ceWL5gieJk^QdtieA!uuSv zfLrTV*W&d5-6Qegl5#bmxyI97Qx8E-F;B$RSP@267TrMmdNm9)w8au%Dt(~LbzrCk z@okhai8ddi`g)cU#6xgNITU3XwJ~)sTX%PW*-YC;J=}lJqzn*J90zQk^pjvdtld8A zNa9YrEANAJ=?N54MdR{R7<6dV1uK7+U5Dy?mJ_qhzdW@?K9y$fgw)s7;K|kd{l+&n zM~?rnH^KE;q#C<}{_mGNv2y_BvgE#6jrL*T89gsOb9V}W2sPXZIiv(AFD8K}Jru!s zNoSe^iN+az$_{rxy<6bIgAn&UFg-w7(C3p7^SyxJA7Z{=6#7Ff_jyR~#MEg#LoEUj zq7n!#0G$T((L9Wj`&;$Mo_PP4e2&C+#V3?U;%oEaSs?DIOqQSr6?roWJ(qA4Jy!W= z+<<=r0>Qj8P0R1uZ#=#s=T$oN{1i6Fq5&zq}yRSwYHE=%97Z=4i{0x zxC~mvQkuAJ(3Nkzo06ZU#1M;`;zHrRp8^69l;-oAD*>5H^!Cc!3>1~q_&40y>7 z?MDa|WfO@w`_>$(rV$>^c2{`xmq*OdZbXO2(mpMmWgAwCS;7c;zVu>}Q+-k1KK_{+|3GMz}djLHKPvn@C7elMr zCro^_NF}rn`rXoqpX%L@zT^*kghEhg^?zZbOI9!$yv=N~$?Riz%Ex#nAFjldQ=^dO zdG_Ub)#Jm|lf!BOfy1$dV!%uYSeL}h%0U4@_XjIb#zroTXpeSZ4+rvYTR?=2-JgvH zfnJCm6zmNBsKM`!4R5ogc)y4Y9n&)rs#7ofMB|iU;bB`VwXl=6Y@0?#TWAHGcSxRR zcU9R-GrS{7GhD_~ne`qA-w35Z?Mp6r+V3+~jued_{?OsS&dGHlAYif;w70x+=__zq z$ovYtFB~+zzNnTu#HYpbs%!zjOfOusrwpBU)Kv3Ar$MJ&uTZBUQAe`vf6)y3H$`(} z^EYHIGfk=^=R3<6f9QN?^x_YlTglxJ*+k%bH9a5-?Eb#kxrC6+-1S%O>h<#7Dlpw; zy>_W+B9$$>spj${(An^v1wmU_y@Q9xzqIQzCpM}pF{dxiiE{Y4)^Z>1WEvG^8VP8Iov7F9D0R~dK?Miai3FagZrZz8I;v_ujIoBT*NkP_JrJunK-dktev zSDlgD@+FBCG)1YDbXMwrvP=SpU3qV@1iL<-tWZB^K-6rB5cR~VxpDaSejAI$RxEPs zCMX^=R5i%6-U4=KF}x%7z=l-Z83Yq|6MQy0rl){HM2sj-16nbmC?j`Sz9#U?=5FD! zvi!R3-EB5|w=h8~ySn7!ceMN4gN-4>{gW)Idl6x$S6wt~AK{%7nc?0Wr)8IRmy?cz zFddy{oiaDWgA-7dlWvp#N}Y86)p76>ii>+Br~6g{C~T3hGXjVH@gmlh<~?jdW(|g`!W$fY3?Wl>!=4nlh+_xG-~7ivJih@> zF<{UxgxR3G=)|yRytj!+9{Wjk1N`S0R`G6^k6)jp>uO*A2K=(bG%q3U?u{UYoJ_=P zk1G{+dGt-C8U$DW_(&!e@(o#Ba#%;nw0B)E&z1gFF2dxkS`g~bVc>|GMJl71CH`O1 zUFYJ#+qdQoM7T7caTu6nROY0e$6~*Sydb&G;iBxUcq3{;fe^?2!h24eh$MOSLiZCl zM?p|r1Y>t|@|wZ0bEO60tSj#yBAgWq{~GSb(%t;(u^g4&Z}3t;^n6|fTZ?ggIuH96 zGrOevLPAv!c%e!gJWU)5E4N9q3zX>ETvsLugc!kl8Vr0Hz8gf^1)^3;;wCTkHoqz_ zGpJ~FVR6Mq=pYX}$;54R65OV#7`-q3cV){r(iNRmqS^U~S`>XnNRg82q zrX>fE>cR!SEHI^zqo-i(7B(4lzc&ph8?u}WH7#F^M}2~E|C3rc3b6x1{31ZQ?A1EG zVf9}uEb5<$KcfmkVrgt&u2Jw=mpKwcTTdy(uAz^{4JS-BUDWT9apnEDZ@gKFv}t5A zK~ZdI(i;5>y-CR%{Kb)M#)xWb1xZK)qUw=z(cE#?!GE1&ecoaw-J?V5QqJpgroFx^ zySXJRW{1(4)$w#dnVUJ!w2+ISo~>+r0uEq@LLJSU%d>FN2Gaeq#}@`o|`JM)KmbAr+!DmMy(&z#?DJH#4O zCCON1_`!=`%AKE3Y>AXlOhVZHC_~#X%El8;8oElhQ@;AHoJH*1-hvN zzoy1qk~S4yQUIrc%p(1on8fONJkJl71$;Z*e`}4p>2Z(O+M*jfPt)8u`*up!SEi%k zk{W;Neyvw}P|Apa{rx#VIkHDcNJST9NNZKqRD;orcTK+M?Q<+Z-Ea(;~NR{r%8$`+L^^Tw~X%lL)X+ zKy82+W7TM7z_qh)y6(EX5uu&oef@D-;rv@Yt)9b=$EG}fk}jjaYjFd;#Ty2dnNX$U zl>ta$IkYR4j;PZ3)rtTlTv?m-P`4j>*h)tAN&tmPv^7Dp9HMLUb_NKOi62>ed6f_y z@#exe9*mg#-dT2|kbCv148Lzo2<5Rer_3 zqMH$&169v#uKSdp(en2X_!_X6o{O#+RV9L?Oq=SK<4dW)7FA#iyNFviuw`w0$!2_s zPsq&*QGfC_P2ea^0GfvP<^FQFnU*S}w)S;Y^}-pYd~``%@dIhYdH2Cvx?ry9Vu)Ja z$`0|BBRAq!(y3MiUn13>LVP7WTMQ^uJu%ALZaGZ@G35e{aSd(rd2MHLsD@N?hpU<4 zzIb*Z3n6b?4ByfGDz@;zDvZqOjCmh#c>4lzV~40x;k>VVox<^{Li7n|d_y+}U&px0 zF>vrGc~Di1UrL?EF4V#m@d<&01t4xJAwYqU@HVTN(HA!TnCfRSL;U2yZs(j4B9)GU za5M~_f+*wX zlB35sP}ueTDH0iq;5_@SgLuI**CNU2^PtOz74%xxM{| zGk!x%WSn_%Nu!ZMDLcF4R@Y=s-_gi~JCDV!zM~mPN|BQe+N*M(j8#V6OD!dsaE_Ty z0CCD=s^q>ARe!}+uE$AX)Wz11k)Rxe3cEU*>+!&o91Wki6{_j1KtXXZ6~ z2fA{b=*y9>Vc{>i6KP7#9cMFJ43k?X>T^R91>IhJ{Lm(3;fU~=vpi&pa*gdmn0(aMsrRVtYiegw;I-Uy3~621#~R<$s7V51os2uYb642yTZFc|l80N`OfAivS|> zE;QQc-F(L08w;9XJdP+f5#bb2SDA}k>O=iZG#@6G*#)uGx2IKzVkgav4D68+ zh1jzT?EPyd98nXdKZSi8|3Od_0$&FsQ}bS;eaU={=^n{Gjx)&j+n{&9Ad~e<-vTl!ig22s87LXRrKFIE&2ss=&G8#t6KR5 zj66>W*v2q$nQ&PF0>{@g{X8>h)th@0ak<3afB^YMXH%Z@>wFG18| z?pA$-S_=lJ;gC=fS4FP8uH?MHpEE=C_d>?Y{&mM7T?n{*(W&v~56%7S%pCC?z%tz7 zqn7a7L|t;9Th4wBp9aCUS%&12QW3XNU<=~xXoaAgga3BAklScB-x~FH<&as^kdU=Q zA2=AgGPK|5X8>sof4wt=@*rZtAU~**%qOnPES|$C|2sM7l2Lq*R(#JbMC{R=Xj+%4 z7zc(rThXY$92Rfpbgkf3E6muUOeB@&n4V+7daSY{NCRbQXR-=sB@+L<_i`;8uS?`b z*G?(h*8t+KBF3iyk~fQ6r~$3GYfc7NoE62W2oT0ea)5*>YFngpU#l>DFrdret@cIs zx+V@sR;*1L9UbC6r3^Z{$x_msD%gD_n#+k`^_>H}F#(tKBDC~CMdnAt50EdHoHEtae(U`Hz;Th5s!?l>fvBh(FZV1l--ZuQowIdQ4dFrN4Ptlk+%}k-^)IhGfPb zq5Z+cE|;_wEbJPRW8J^TG6@d;1z#W*r3(_dw2$eBl_(l+p%`(|oSp#{L_Gzt0&dqE zMfNvr*l(#B{>7;#O-kX3g%|j`=SF34(ofPBJaEQb@|DqmwB!r?I`WQmxNB@D;2ds& z@=I&phiVwkG^)!5cNT$@$uPP`K^0fdE;TQJDIGmoXv)ZH{PniEzvowM#(n^W9~NaS z4VhbSBJ!$n{gVMr&B~5errASiEkqDWN}~Hs`b~~w_4K(SS24#vKcgw7fuzSW$i(4# z7&vCytGYhkyyT)J=y76w5OImViZBJ?&@?eYJ7s0{cvSWLSjf&>(7z%w|55RtK2V;A zCQo6Cp!bZMlw)Uob_Hlz^Jsk01?Ig4Cfp(f%3*eAA$4of_b`lcZxI6L*dWt-qXqqpnyR^CwdGhG8Hr04_-w{W z0*Oue=Q(%S_i7Xu;Lq7=6vgF)>x`|72kAO)3G?Bh!*Z|%{{eu}3d(w+3)0{?J1-v@ zyE81T^G|V|IpN5@VtSM-kOumXWjbp>F$rJMavaFRJsAXelM4_hFZPZ+w+Y~)b(J@L z-lIy*bM^vM)Gl@WSjx0r;yBT{&L?W=G8#OoN)7n)lPlOWOlok<04*fzQyp6b;o1|4 zw;#N0x4Nmp2xz<~utZ^5c5*r)y`PX)a#yjk&F;TX>`&Vmhao-skvA5uAG&- z|9hdRxM?ZvkbR$3|tFX=90P|M$=cXO?lT z$cYN$GF`!>h_G1=Ou%8ad#k0r>g;48pdZB*5e4kMJGor_i65hRGi3F@+W?qQ`94b0 z)O1KsXcVSeKWonOCxLKbO0i4T&+5423!jf`vJ5W?{vqaJ1ED{}GMs-2n)gXDA9OK9 zb7pcvdyq|>nY46DzR&g`?uP5r?jV;&*fX`+TdxVi%nQXdf=w5KAz zONSNh29&~z_5&hdq5A>Fu+ZJd=8;8=Jx-jELkXBpF})`0wuDu8n0pkRWjDekAa5pKKdbM#d8yjjKxCdRip69=>t zOenMn{@1Lf78_bw5%V|g$X1PJ7yHF;qaMYJ4?@bmK54`X_%)2^werCv{f&lGnC{P| z-+8QkH-C@w(vPBy&(;$?T*aS#fbG9qkXdYA`*!WKxCdGITiy-tFG?c<*@NoC^O934 z55~00S?h|%4ItoM_VpAap7W-{&tssHVDAMFXLDO;kL%O?Um=}rA~kd`JxGE8&Z`ZK zyQ`n&HRn2?((v=f26^K*(7n8FJzQP=59_ZnI*%GVx^Bny&uvT*A{*?zLns>mz*bJlK)WEQ#U z3SR8NCtu)hBdkHm&$}rrM7_QH>4B%Iez8EABMAH#D`PNF1Td&8ezrUA_X7BUdow z2B1Y?8)sZR1h5CUe|h>fkPZE&PZ9Z5^OJAbw=M$DQs>G)sK&mU=Ivd_l3;OuT1k1n z@%Q6Q3Mo5z&>o)jR&MrMHo9&1Vz>T6T+QIoc4lfRzIHoDzZUE^^I+%yYGRz0ztk~| zd`%#7{V6^^43kvZOYmE^q3B?&0uuvbp=KIV2Fog{k}9*u^j`h^yHMqr6{?DB1iRHj z4seG#zaQbgP_LI|R<;cfmW~J(O5XWyZp%z@w@xa0qX?Nk4Ll};r+W<2CAcajon$IU z4jH~#V&v;Bnv8+VLhy@jKXrIJW_ub@uTa4o3Q1Y8Zu zHVwypY}6iE#Mm@q7SL}}1MfbtyR!537SmUn&$!5Q{;zlyz6N-}CQEaR*j2D*Vo>jr z%$`*+cnbAX;m8OJ>1h0xMg$c>3no0b{)r!eiyn8=BKt7%>IL~w;mv$2rzbY^8KJK*Tzg;JW0ts}`7H&obJ8TV}~^_z?GwI?8OjFfCm)v?yaPs}0s` zm9onHz8>VWsG60mAsDm7?})^bvmDNqHLk-;&FbN*ro!;HamB`c4TIL%w$S|S3CdxR z$7jC_KPjKf}prAXyQ(HS;Upww@kzHG>Y&fs3b#0(^t-!Ph zP;>eFD#ke=>htVr0i-OvIL_z$yAS3XHxZqqFYxTXtiS)&=^BZAkM$NpmY)?&nvYf( z7Sw~OriQUY8KIaPa-D{@`gd_r`z1lMnl4=CM3XqVYq_MHtY} zV-Ndl%n@K2hv{o!&c9E{B;&p)vtwpt>w}@RbXS}0<%8i<)Q0b-QAJq2Lz+OzvhY?7 zmFY>F4qc70iNv$|9fdEltmwa~aEm^3G1!WRLRqPC|85Vbp{D$H6h=HP-1kVo<4NZ! zo8uf7(AK27qE^qs9_1osS+#ILC^MgQ{4Jp1FDavPgU_Z z(*PV(36-e1{|&5}Sx@jWq$x^>8()|vf2(#JR_gTR&Sx)8doM8mp>;O)3FYK(YQ*Co z0@YQ5axE7Q0X7idzh9sbe$0?dU;h366Hh;Svdr?cdSg!dN3^lUmQ|R( z(NF=BPPQ#1wh;$nr+${jM-FczW=zG5pmKjtTh;eh#1!7^%W1&Cxw~rQ-U z{54KQo(a{ltN7n*PEUN-2^2_Y@)-uwlxwDBb>!bItRt=x{I_GhoX$JKU`*KTDo(>; zHw1AmV-^z6M|LtJr%5+h7(UVA%ay-UQBz@%l<%`uVqv(HV@T8)MQFonz27{JNX&CY zw-!1TH2KM#TF-fOpS64z+jBX^RbWyeHa#z;ts0k@#!a!SwME0#lvgVRe$z9-mBCQn z{;Qj2RhH7Q)0TU0Fw4%2dxdAChdy+J(Rv%;A?u$&8XfIRjP;lwH}K?L=F@z)L2VZ3 zX|6sk2{Z0L8Ji_r+DSpfmCuDAm)6y_t0_+hmddapvCwkC#B3|q02k+0?wc*vsE(zA ziAh6ZzjpcV$2AE4#C6U#dx=BV9*lXk-)cBdm2E!ovC{)QzNA3 zLb_hJBJhPadc`hdqtt5J)4+W@T2<-HRc4P6S^p3sC)ZyL+Qgq&Vt>n^@OqC>l4LxM zjx0}1G|aZ2L7FY)JBxCc4eU7aAxoT2R39JN3vIy^H#%2aOdkmPr*}4JlI)BzLJNev zFANEeu)oSa)V<*fk`YbCtV7CC{e;>@)9|J~4LhA$0aLD!YUI~z)QX-Cr(>SPN`48E zQznHao3Sd{v6u>%pAs9S5kV4TF^@~=x3{9J|KAmK!gFZ8NX~K`gVr>Yoi@Yj_w4RB z{r4i_r#&pd6x~FSUWq z0(G0B?U3eH(X;RP7S!}--|gQVD`v-|T&--Zu*wNCNQxVOYF;2_S`5dxHf~7y7|jR- zr5N!E+OeN=O6zf74TW=t2#M4c*)?cmjuT!#j4-|=z2P4tjD8r&`M&Lns4~50HVI;| zWtvx7OnWBn(4Td5X{@F~A}j9jxUbPaY9Tcw*%yh6?o!{0AnzZc13sz#%(qc8(VN9f>n4?n;T6uRb{#^t z-qB_2NCAk%H~bVXz_Ft;c0m%o6m>p>C*xYnE;(q(luC|_H>e)LG4VD{vk`cjZ~qN^ zRY?FGLw-~t8IDvR?BfLV9kcP~3<9o)Ju~KEQ8F-93HSv!fA!jiHYpAsg@D#|8#6ZX zM6D{y`79D3#^!ml6mrSSF0pq{i5bz)>z70GW4{*ea+03$1LyyWtZ$R06dZAv$vs0U zrWQsOnq93ZTH6JPYG;7gSwTs%B>;NT4kRWw6%GQX(2j{wkNm1VFWpbyD5F`=&F#6K zZ@qN6PguS)ZxWtoQT8}USUxxZaBg5F2^=BV#5Ke|I}U@X_boA)7UvL_A_b|9tuQPc zpt)vi8y{cn?+I6Rtn5hA$&q?zYp2||-66)6AzoKk!faNL7VKy?R1i^$ycRT`86J?5 zheE}tz6`-v>SI~q*&aN|6TtAZ-ed|JbfaLZh_r@Jj`~f*Qb~!ee8~pAMh~zC4=&!F zrkyo>3(6!i_HhN~a-OjZf5NlBkNIFPZBizdpTfiBQ47PeCO()y^ z>ycV1Ct6V@asp>a_Spv)`L|75Cf)mHXw4Z7uHxD3OpW)ViTOvC?&x$gO*oA=hTzeC z66{WUU9P?RmjdXGv*7LdtXw%z=e|N_9N*Pjn?8#Zj=8~O<M1NUN-ncCOnJm(apRbl)46Em$&trbNIcPZhDqW09Y%Rzk%Z;XBM+JsSIeJ>-F$I9 z4L%CESRzl!oHtUYC;mvrF)n!z_ z;*6hoM|S>IfnxBljpW8hZmez`mr^2T}D(F?nE6vbQ~HRFO%y{ z&A~~LB7wWog%Ki6jn*i|wI~+xpBNRIAhN?Zo{vcCRN?tmTd(wG&%DP%%*QSODQ{7g zqUYvM&!Y1@-Jj*b0)CdA&PMA5-r^g3rYpEw191m#sD6jWi&Gce1le@xyMF$sBTz^S zcWPI*zjMSN*?9ct4gKlG)GZ_vpf*Fd)_%`|i|;f)rT_jaS+UJR(@A$)U+XM6pYUTz zll?kNhPV7%nGaMeYNz{ODorbrm5Er=4$g&)thoG6I)%IfaIc@N$aqLNmJhRkhn4|Z zMg#(OyjobjB#a`Q&0mOPRBz*CY~nET#|NX?4pOfVeWlh-C44k}LiGq|buO#E!MOK~ zwV`FZ#+q=tyCz9^@}*N5O!3mG6tvS{T18obcaKKu&)uuz?}_qG?p-p)ePD)mBsY>- zT&{ptq&sTg`gilUedvD3;qL&2cUaQ_VKBq1lhT0K(AIshCYZ>VtI`LMGB8K#V(Y|N5i#=kSKm5Iuaz&C>>-R5kVNZmfZGMKt#xsvrfVe zBoS#oG^R|iA5CcDDONApBa=b!C~-b5-wv|2ox_IDVe;N^3qQEzO27ofcndmkzds^##t2+*{ov(lwfzMzMe z&3&1!>0iIS_Y8%ee1*2av*(hM81v=F?demikl*vh*wcH`bV|lVI%JCdxE$~ZYBB!! zoFY-7^SvxMMO`gj6@b6jtcqjd*FEnWVAMlS9_lGFoQ%L0ns!RwL)PYa0*iyDI$aYt zf3m<%NpC9noS9xp-T9sa%(A6vYH3lTn?sng{@QLl04%FWRNFmrBX!8>z7TurXx#Cd zW^1T6VkG5wjoTe-=eU_r<436W5&77%OIXS{{u*wUzBWOOS!iF4_{JQii~THbqaEoY zZ8WW5a+E=a6CzoTr`0Ssiblb;VPK zh2$df23hZFkz&wFY>*F{B)%a=!HYl@q}YjbgC^hHcyY8U4;{DjC)3}D4BQS5^^8TP zmn%&*BoC1^F3*^|tKE*IT0~gOYS9-LoQF6xaqDLNS$a7qcJ8@5Z41|Yfy-A_LG-2T zX#Sf5qvbwXx=kbH`j)TGkQlRczhY>fN@xm-B3oD@15|YMt8y5REOH?Wg$N)a+PYSi1wDJTZ;juCN+E|Ao#xiO|?C z$b>@Wkz_z3up=##Jb|Cg2U4`KavMD<>|Fir_9uj`WUS%7Rp>XXeT+L5UFlZC4Dob5 zK^f!u7=hqnnTbT4)@$CvPQMPN`SD*K3@1GjtZ^i*UAYWL&mejuj4I6#=W5J7q+c^ESp+X{3 zY-UqB=U&uX7k%mDB=O^U)*WElV%ls-v5W}Hi+~|0E5c&D$j=7d$UqEh)ON*FuYQR4 z3H6lujouq~t@zL{UI}8AgJx(PD`c0{5}F(6T z@%(yefo7~gGrIA$n)V{49yf(E(#RuO7Tpvk3q!%iM|j4b;*M^3F=5MnBxC#|-`3OI zzT{gBtt!|5%Cz~uY|)s?^L-)6MWwhPDkn@-h+;|M)LG|S@vC!aZ`bhu#G~~o*!RrW za&q@RGB?A@dRk3z2Q^SsH^DPH_f2b$+oucsBSxUx*MDe{6r0V(o3%KKMOUcr;-vlD zm4;+h-iTwIi#DpiC9>7=zC+^3L|V%nzo4BBJ*-C}eTnrUJ+8qB18oCV5W)F_Ev|RQ=x1x@1fcuA zbC5rg=e0fg7ufulC%h*J2RQWBO6^lEk~E8d3WWFOF9fod4d{Q3u-YIGE{DI64?MBU z&)odsXw|4QIoAGgQ5Kyd`tpqx)s+B-Vx6LZD45;D2}7cP25ipHQwk~6e3KNJm+I8V z>>^5A$;Bsl$y3tc0|hIO(d{*T#5PG)P!M%8NmZE8ZueGSnF@C9aFjMTKhb|PFP6F> zpYkF2ElA@`^-iK(LX_!|)A$Fc#_ikwoHI3EJZgo5HDm5o48`r@O0>`g*egFLD0nmU z#JK$0>9nEs0MuIb()f0R=e`Wg1@<)DqRr0wk>}HZ3=*c1=SpUtkkQSpu?!C}4-fg% z_Qlf@Gs<(#Fi*rXPyBjpaT-LX8l8^Gyr?b-a0Y~k^M}qy` zx*XlV8!h#%D+QPDqc3T~L3Rf@ESy{TBXhyxWFD%lGn6c=!5eSP7ff(oBip?C#h5|P zYAc0#K*ISC=dim2+l&eXN5#%&%?eiIK~#*ijV=NP8FRJuE<{zs+qT08i{V+bz6g2o ziwAP(j&F@mtm5j^;pcBEQE6Y8_EQ2kBG=wBeH`hd?bqUlA|%YMq3h(5kB?S=9#;0D znvN67+*Ffe48Mc)anicZyw8UbU5=tYS+}ThDqL6sEa{eRDI|o9y^ZAM$Qtlh95~=EPc~!(9Yd$h!_dPy^`X=8>PfCB>uj$)3>gI2%!e^S%GHO9@ENEvk zSOyb2IFyXylXM&#&F{;WwCVm!%3v}4w8wOTBYqTv8Tt{LqZ456)6*ai^=Xtgsyq$K z_y`3asfIlp!|J@FUd&Tbu_NlaTQr;7SzI=G8hVmExQncNd z`Yr6o1(h3Doi}~i27ZR{N<2!ZEZ*3W{P`P?kHQjFnJ6ykc$Y(3p|E(j`!Oy0$C$?b zy4`eMZ5_SWx%moyqAaObt$z0541Md?prc={J`jU=Z4iNTZ4JhE%+T^?ePyg|#T9;S zMB!za(b?LM?{k2K@7zxHtd)hds8;US{r6alr6%j3WRbVbB?n;qhGwpk4Wq5ZA*Qa7PGa%e#FbAm`8s_z(NmY$FAG)-b4}-$ zvns3PRokU|Yg+{>dnb!KmHP*djHpv~&QjEeDupxm4!t zE#OE?GhbhG!ckMQRWq)h-fd{gP1WF%b-DE4t5`;z<#X?ddX_v_$8A3EJdFnz^v&wK zlJ`i8&Savj6=1SP9Q?)zoghYdv5$B$g-Z8P@l)`#=1vBqnzEvnZ<*Vy-s!EoHjeSl zS=!2OtqiQINs~)|VID3(>mkP3(~K7pA$a{USgF(W$!;0nz6_f$)L6boM$3>#4@t;< zS2lj~V|459(oux#;u4QGRNJAeWkqNdQB5<-TxsNczf}`LE{R9PN{|V&f;13*XoQBi zaT#35hkCp9=B6etjMcIcuaSakV}fpe_$)n7;+n(F7tmLv3rF64yT!!8Z}Q)SS41l> zYEIHBYia-W_lVZ?RaUk1Gn)GSpjLz<5z#7UTvyMTQ`TnY4ftfSqx-HYo4H;4v(qOP zaqeK~;S=Gu+bq!p`BKJ}_gLR8BN${f)Mapdt+}`2ZPEX^h%cM%0-$+L;+t!+KKeNG zP+DES?-HwnDN9Mz4Lf$>A_H2J<8>qE`k8un`jJy$({d-jztMC4 zmN~}oU;22F^p@BYyy368Z&Vp+dY|D)sA6y#h{g>4^|z!>@Zhj{ev$iBVsA+iXh{tG zeYQvc>j3eX&EUPb=MLQ8D_#VETrt-+o7T9;^x4CO-huamWCs$P))?|p=@?(oF`^}$ zk{Tp6;h?{z!>JEm3?VSt_6dU;rzwMai@^JnPFH(PH<$8$cLl;w+-#+YXkEWM7GbDX zwh}TW@m*KZgK2yK*XvKvCIfW8Y^g(U`dTlkn7Jz@^Fn!sw*V@EhD|kW#Jy>cBibr% zjQ)+QRn5kyGE3aVy^Ujjfe1+q*4EPwo4z3r3;Z8yFxsl< z5!K!}3mS;N&lNcScHGQXyV0@xmpN=^`|*dN`a6SQm<5i>RQZ1VKq`CMi!(v1q|7kp z^5Td5lm5W2b35Xa=;CDyCd%(6qx;A>+0-02{kzE95QB(9L})i9<%?W4 z`|Fo})J-r}pN}hRWUiWHN#KNvB9uWG8v2n~bz2CxH`2C65l*>{RXRJuhn}(NVZ8sz zYC9_NxqzMLAKXrXJ%3B4;|3Wp0Z^R3#(bhYk2v-eHT(7ZT(X1Ezzqz|s1vEafI;SP zp04*};?MHllRKcpUwO`>WcCi-Od{Fa!`UzqF6$$7-57Om2HnLq1+!&&%c(x04yp=! zHbi+xQ3}twqsWD;KtuOMBoKY9X*f0%(WoFA3b$AnjAHRw1p(91dNW;4^G1Y8G2Ujm zP-0h@Rb#o(Qcm;-i~@G`NB_NRiI(w7pWd-PwGWV=gfhZJA|W@GQ<+fXdyv?{%R<&GzjSZUr=^nq?^Ue5O^H{X*qs~PyJ zRG){xkYk)K^;NML{wclY4^xVsR_4|#{4p|-cH%R#8;0dHTvfl)XRI!(HLl4CoBrNP z<msMQ~+m**ry0U2Rck>8>iebj$(Ks*+=yNeNkQN)d{-Tb> zN@t6cJ*e?*k6W{Qj zB5(2wysVYwv7uifr((IQIUui^n zmr4lbpN2C;{4A86>J}ZGDyF}Tx~O-8bp8nTusgbMu{^>_fb3= zM6_!$-(&UIhyqptLQKY-Fw{p$(g#Gj9Rnt%B(Ucf>Itw)^AV|EnPbFIDb;uwlzDR$ z?hmHEr8g@DM!F#PF7&2lx0UJg2R3nid94JcscSg`8^Moi#O3GX;_RL0AW3*QnFtrc zWxx+|$_FHiyFV5(zvziDm)`8S$44*p9IK;t1^Y1+pDisegNet}jDsoiQrcgWI@6P` zHaPQN=sW*p;e7(Z;w|8PqK)ySj+yu8AC$4!qT|4|-VdYWK67KNN!(-q><5u@QR*cTW6X3$Bo@-I#wdx4H0kc8$0UNgb<}6uDTI6)K)@o_r_@ z?Yj8`qf|;Zw5Z>j5FG@VSzDXX@hU}RV1CRxG6MA67!rTl0LK4R&>X=&^Fn&P^yk`= zWb4Osfi1IR9@0S!hR{@DO6?6DkTVFBE7f+oJM-**k%vsJ-8nR7?*p&O4WQEKbNDl4 zNm0xaqhD+4_|8A88Ft?MRc&@|r*bEa5mgQpybds(OB+=9j)>Wv(%p7ihKMMo;gqk7 zAQpysc+-ThE>Xfa%v^4(^vqgmS58U;0tde0kv>2;B|_*62JiuT z*B$50SM=Mso>D9j-}hWH-Zbq#xFavpEPV~|&Bu2r7hT7##J}Y4AnM!U{(T3gvAcRPQc36!A|OIKdI|$ zHZm(#@MUi^j42C!%vkzw9 ztFxVMIj@=F1igG6CRQ=qSr~If^t0D4pyrhMqdS+3_Tbi8-S6}XEP*x(^Z`86*Dpqi zXR;hrnlw9?4~!P+|3u8!G+GYDyt8%p8SADvLtW-$87kOR^^{eKp>@(WhPhl3$%zH1 za(P^wj5mgN|1vY2mge__-}qTIHPPOqC}Z7r9-Lyu>7G+B&WlK>$#KZ%zk;j82b_-J zLZ7GM2GIE>_$ksiO-54*e)Ehja57Z%J1EUIcD`T(ir>#n>kIb(ZmKNoa2M<+{~`zG zN9a0Zp?(?VS1p|>3u#k}uK%4?S)8>EW`B<@PqTk-TS9sv0^BjlP@@av8h4WihT=y)n&g2!JuKnhCK$h{FPGAKyQ>;Rv7?-jdt+HB*psb=-{EzYve>9C5 z{8=3(uE38bkMSd~VCwligK4g+K{A#R3t#ce3Sl9ij%7dZo6T&e>x)EsKs9MtA@RdI zOUx;=H5qw*K^mz~&{3P_&#$TmdX z=vvJLOiK|2j-BZFyQiF5)!+(XcfJE9r&(~h(?Y?AqqC-px)%p1d=h!+CXQpQ)ZGJZ zm?X#vHaXddRo)h@{<#IeVJZrd6S3J?gQQsNvg@BQK`i*_Xu`Og-I=*fhx4Hb`TqEa20oll)<> zz+3!hgnFZ{3AR6OE&}|XKstLIlPf(`Yc3JOlg3M)auVH&kulp8*FEIrQzW>dS&~>U zc;LrWLeUbYOVO$Vt(F2_u`Y1%yVxRTQm<-WBzm-gC0l$-?=9qs- z)wqFRQGKvhDnveJMaLzKz+ZhP`I7GG2Cj|s-=EF~c^lPl(1MJ6rxx>vK89=JfCbrc zNe+2hVcWN$a=sMz=GI__%(IKu5WhxWV-6L&xPakl%DJ7ziY?jv-|Yeu}P{`FQIY9zrG2(3kVW9NM3a!p}&W)B~=3jJ^dM(!cO z;@+E%fNhIT38UoPH$|D3Ux_?aIe%Zb*028iXeHKocqA!L68^L7n(Y^%Jsh<)~=ufD=6 z;}!$AT<5E8)$*p}z7;yjIS#l{M{%_@>^wZ5**pWw{RS2^dfzeYsXVj2~o;`0QTv9jC6^ zo)6m&3KoWu+i)WXf4m$hLj%dWc3wGes_(2&vGR)@5s99K`v4F-qqsYdoh zuN5;y$W=YJ9Wred`xxMoRABjko3H^F16GjC->^H9+{?oXRU=-@v%$*%*H$ApM`nGZ z$q$u?T#wN-{KW4JLqo}&g|NR-m@3IJmfrrzTo%{97WuxhYU^undS#Q`bkaoASgA0i1Zq%g7hX*rDH&P5fG$HF9D*6^bXPq2-2IhP(qd7J4lVvJJM^&H=xh6 z-tS%STC*lM=l)4DnS0OKXYW03%er%mU?pw`yqFByqPUeVKP1Twd_o zCn0a2bn%?(2qneS$K~a|%{NJ0H%YWAQ}THo{&zcR>&CTTr3kVQ?9{=mzA9N$tk2Hz zR5se+Gg#*{xITO5O&n;HtXbD*19R5(%shC#^mUuu4O>Q@D$T6^k`J-61bPGoef>NQ zE0T3$8HpIdO{~F>h)&ooAx{FmEItIdjGmzxAob!)mMUKd`v0_P3+R-Khcj}WThpe zi!2op*;zJWY4axCSuYX(In~cyyT<>plF2}6SsKA}z;DMiRA_%v<;LQB`6HQRK=TX3 zz|28nvbdAtz{RoK9xsL|Cvg0rSMsTH=D^J2)x?N}-C6In92CF>y(@I-C9Ks=i*-Ce zhl}PCTXMOEE9-W8+yyy>O&T{B1Z|H%T->hmkM#yFONd@FCiVu^POk^N<4Dr3LTFdT z73%2~>5*=XkJj>)+S!)cap+VbbgP)hi}G9+;)BcY7m}P9#7<`#(a)vr(AR_O{M+Hb z0~W#{k-zff|7b9}-F}j zqCGFScgEG`b}AdaXALl%XKrJS1(yau0}Td2C$FM3Fxh8rLsy~09aI)(`-DKVZP6Mj z$4AVNx`|-Vu?yC)-OjQymGdWJ;kNjdMQ&QgovE2aubES(k-F*r)P&&V6RXR0Y+#ZMwEI=L&Bt)su#PbD?p;d#JF3 zgD5e31TrQ$`A*yj*$?CwIhE^d`dBRqX#sptbXc;E8<(W8Wi@x2nq-aj~CW|L_7^1xE<8H$!cV z_N-H(nSw&S>R`HxydhSh4I$Gt6$*ktaT@B5)`I3KII}3Isp6&z>f$j^XiX@ zAOsoeOBP-7Yt`0%gD$r>>RkzlwLTfisbaGnZ4KXCTTxl&54a!xE*{=Ra+cVp`=P!T z#D?oMxpBe+tXxzt$GRBn*IR>bGiN`zs<3M}G+Bb@gRMux3xfWwIpKjclpgiw(hamC zk!qC0`rU^Q@4&W&Bnn=$zc1m=Q>-T|Ch(~XL9r=KNHHfx>d#lcFZm8xuYB+F9bLR* z|BpFsv|`yX{R`j3WvDU#QuDAR1E!7+SvQi#WSo(YH3naW@?j6q_1o_9sj)cA^=79D zx6EjaSu%cFD#g8^1NfD~;DIR!Xe*y1=BCK+zn|^PECRVKR(QU5F3eRoR7~+%WHV*w z#aVEEsMcWpa^33@w?5X*;zljZOx3#K7r=!K>aiYN^GKIBU~CYQ@#~5D`!UvPE08_} zw3$6EwFp#}GR=}4uO(d4BUlq&8wn300gez)FW}aeGL;Wy5$fWA+F{g&N00 zY0*Fj5->)8{-JL9xV+Xg>dffJu7^?Lc2HDt_CP;*c+4@uhOEt?1_7C6_lQz5$~+hZ#MVI7F*@ zU?3=92D%W+>vrTsBIqz(x*A0DbxKNqfhyGd5!n<>L zv9)U@oAoWOzKdZ?nR;Vxkq#OYu&vDegsIIWIsKKf`RdN6?zzRU(3r+-m8u#5TJG&T zJm&ozY8Yzra=awUH+Tv5if@7|ork$3#}@!ZonA`9f-{V*pOQ{+{oU@8i7rJR?<79& z!WV9O@j>oH^Te$mzwAK^K*J;E&t>AmJ$XAtocvPmr<&TnFFb2bAGRMRWD0%hr}^sf z1LC+=^_+Hfzt^~5RDv>byPHIxg$px=(|=}a9(i*ea~BR(3d?+9)OEQKN z+hN}(#@Z|RvLgc%bs+H?O*n+xzpEhC?V5f^uYkTOLs-xc z9)HJ1kD#=)khHX}f&FbEw{ggYD6neGuavY67+r_{vH86dXBnbr4{_`yvGG7vjU;=< zPMedc<7bcAFlsBvgi%Lo>MxI$J}Va0 zh&?TsmEPjmlG6bd%W#C@7e2pINmMg;SpN&Sxpp~Ro0#@&5l$iUi!!*B)Poww5V|QmCnAY z_4PGTp9F(n|3KBy47NLHyj1TbWpTJ;PyNONEu9ZG&C9+gnEIp9i4R+eKWx;hn{F%? zh-tqfiXv_djeq}l<9=yG?~xftFlP8VGU;~2hC+Z9`BJk{fl%a&-%W&ft4?Msr7C%^ z%38-Hi|Kc!`-1PG=oQ^W#|m-9;1{5d5?mvZ%N!L}&*Tu=#(hQ6L(;q2gx>>+3VoVH z2pke4%wi>s5>+};g&UH2Hi^A%>>2izh} z&SDLAM=qvnR2O&1Z1K>{yJ;&EtX~Up)@X8y=m~Bdsp6u*{BMRtV8oQ%CFyRLuj}{Y z8PBR#QyV#h$vF7vF0OetJ*kb;7Bj=~9+$=8o!>1&bxbn{Bb%#|b&z*LY%lzU>@-^L zJN;~Lr(Ax{Ke^CuJj^(eA{Sr|wQ5bQ|@%B5PcJ`YS-)us`dw9%1FDWi%XOCMRU zrG-`?lIUlo<(r6*`Sj04%sJ`Qgl~WPO7?cJEI1Hc|0a15j8`AAcGf2cTGJnbvv-s@ z4~e8L9sU!vTV#{H8m5=|YrA2N1dDQ%pg-(VY|=4H5hq zB^*1coth32{MzZV6%N_&7!;=6)BD>6PD(342Y(5u{qw18K`sfA3Qm?jVM;W#SBY zU`Xu)Ywcc=$w{ren?gB^1eh;%IZ|^Y+H)iFJC=nzmYvW?XK(@!)s8)Q_yIipP>gC1 zPT;LNQ(5P|>7M2F-7Hu@PO`pzs~G0HM-uTm0N(kdK+2KQw#1RLC?=Pn%eI0p_*-mS z+NhCT=6!4(ZL3`*SUhs1-$iIkf5dX77VcW?I90Q5x$-0@bpse>15;vK`b!l~V@W+Ku{^FBr>*@Z@9IGJ&HApK=L&;wGqYecz>xVRk1+ZAPE~LiS^W?A z!BEJRVW`}{iOzB+p3w^sJg9fbT@90Be42L9{xt)5UvvGwm^S8u!$)B2<}BG(Hf1H% zsSnN+(+{*xrPQDu;?Te(-iw6G>6VCa_yLua<{r7`KDn1_r_pFiqw%zis-66$@3$qc z6cdsc`{ckZkZ1K7`8A+QOFjslXl>eWZ1Ks?(%_)(;-H#XeoOJN(3u@;o}4#oJ-R^E zYq0q3w?`OuMZhN`5F)4QZHjB0k5QI_L4JK5h|mp8G{r;a4tTHmqhc@-24@)#hwuu$Uh`PzQa}WKI3Co{{^2 z?xVyzs(-ZAz-p|R6FbX-5QhM6Rz$MQ%doz8G${+IR_dV)BML5@cx6kFq&d5|jJPH& zpZWhVR<)&)86tKDQMO-ns`U;n@+NF%G9(hSGeS&oEV|C1Pvg&p6jy0njJH?VbzlJM z>Okh&M!xMPJO9Us38apC56Bl%Zv;puo~9hD^8}oPVxEMJj0hT)k+<4QG0Tpe#JGqm zZF26iY`EW3;k&dUfkm4TocXIwTn{ zgl@L+SayvUl9!s-n_G_;=$0F{B)On==HJfR^m#t89=8rR;MqRR9gZr`e23cix7uK; z)Uwkz-Fh%RMIE~ZozsS5lU8a4`_?&bjR_R1gQlnM)wewQm)Ds_+-ppb9xiuRB2MHp z8;SHL0(dH{X9}!my6Oi^tVtQP_L4)#z8O1y89NVTVy*!rkXrOn$z&55l(J=qw}(YY z0>?6VhqKvDY38HQ1JqM&Rw0R6HdS(f-F@r~e}@IxHCR25-XH1wJvMUMXXRh|80R;~ zRL35J;hH{$lZu0&Qva8l)h~`Jl9L^P;HUq~)0M@)Wa8v4;vwCx{ZZvlG!C&Io*Sa| zF7P=XRr}N&H-O#k8zSat4$sj+&7j&!*$N-rYn2=^Uv3%awCzb(f3}=J5BxvS6%AW{ z89!r9suK`bpw87Alu*|=Z%vCnW9BLo$q*gUX@_jHHV*jlL6v&DEDQ{ z*y-`ivNLk8h4OrQJADFAD8575WfRP^%aLeDMk4xhZr-i_&hIrB?yK~mY^Qp~yQ8>O z1D*3<4ezyR7jgg~0UGF)49vE+trNPc_%%3;!-Px*KlRKerQ+4N4qvlgf+eM`2Q@`%^ zN4i_E@Ak{@_G>Ss((U#Sy0cg*BTc934<}NV==jrF8oAi&C$zz69m+O`Ivx3%fn3gG ziZSQ3s2zWi`VaS6g=9eAW-K(~&qJ+h2Rc<3&(j^#)W^<4y#!JUoAkyhiqiF@yGCBL zJ0Z&W1==nXZlVpglHHi<>3e777L*=q;G?$7>E@g_DUM@rKv#l4&`9nr*40b4{Lwdn zk9Q0w0~bL-<^ywZ2DdR8%b)u|ANT6#%6p;*fsbgBd)|zwi~mu+?GyCym-1;EF;e>C z?5R=;&?1+cQzXuF>Z_$J`!5yU_3WF;EataO`u*>7RsOdwjItnTp^Xg@MW3h>E)q;5 z?QUHFmubEL^4uf<`iAD_g|}e4vh@gf?z70=6xJPcnNVAT&P|9kR5w}jtMu^x6eGf) zeE({75_YydQ^7-NKBel?b;U9elPsm+iM~fw6ixGO!#g$#PCF7!4nX$au`in$)Imkj zX{bZ-?ti&Dn`{+o$m_eQLuPd%9L!)-De$eI#kB0M(zgsi3fXyTjJV;ZUU6Rf?t|(- zZQE2#YE+J=nmml0E9JC**=Q3}($t^lN^|_QevxciL_^t&Nk?v;MHO=eD7|tunKH)t>*$6D33|~6+o6ydpN%Snb->Bkj5c`x!tD#Q z7fz>^M2;YHZ_K_9(b0lKs3nMtYeLWI<8#Zr#c_QE?jF9|@2VnmgqPDT+Y^wj% zmG-hH1}bX@OR*}dInK4`Q%M`{&$2o3Uj2`lF2R!=XMF$>NIaW;TH_r7o^&vDZI2h?+iO6>u9|iahXae`3hfx)) z)8OptHEq2M&deQ%{ZmJ5OL5(c?MtYR>yFIjR1NKXpQ`#>WG`X!c=V6f8h^m9If_?Y zD?W5!jA=n?csT`f)Tck1{RPdrk^+d3fs9??sA~wKKN*mc*F*4L*x|kIN0KpCIij*R zsKod0QwA@V*}scmlk@unVn>*mBbO%mSw zMSsbRu^_kN3r5G2plY8_gi?N+kl1iwJSoBMT?+gU9D-%*qgkySs`v+P#AByqC`q8s zEN?p=`J-^x%nGQeV_M+;*YY+t+&6l4p5M4)cIPPdxI}Kx`6$c5B;@~GJYhU>6nAgX zlj4(cU5D~=h8MSOmp zx)0{b*Wb3~#o+a;X3teehEka~S`533+H%Yjelu`|$giE# z97~ab?iuh9lLS6M6A4-)S`2DkupnYBb$f zxkvHrNj2jWTA6nx>dhSLfLz+KrE4aCR;pR#M7l9E zDh!cqBezRE4wnK<0+g4bo)zj|6R0n2LBu76k6W`=tV5Hc>vJXczK))@}_%8 z8PAF=wXRG^(*RTqfgjH7ebqM*(B@0tH?W=DcYS zOnh7J!7JN*P&zv(eMrCWs~+fXxUhEVuyhXW0*cg0p9Ql0)Z?IkLMJv8l>D_!>2nGzXaj?*}~8`dI=RJ`4*c=1HOXdGc=91DY!5;3;N3X4?1 z2~qt**Uz`&ck1_JY5+yqQxuhxnrVZg)yMepTUrLsQndaU zKYBf(do@ul67Ahq;L|vM>0ZJvqCBrOvn_Asg#PHhD6OHVB3iIQft>ID5kF2n6&s=E2bo z{u?`fbJ!5g8iSxwwj3sw_LUWm$mke3ahKoAuk5wTP+3`rl3gIhB?aW2{ z_I^^)2RK66Z}~ESnQ@_kq+S1KX~6wXzd~EDrd8cNa?NysSrnYLF<^=kN&r zrgC?|`}l=T<)!aWd?LqxeRv~jf-T`|twcTenN{8x`_=ms5cXqk{g;LRBpS=!)YBP* z=+fl?uP5_G3~h$iIlt)-VHNj|U)Aw}aL7_BZhGxtDQhOh@gf3Zo z#dCd8QIRf-bCPELlDi}Zb|S40kggpfB2dQ``fE>(9SK(B%0yHnx){~iBMATj2fA}W zI_%_z){%)lg|Y8r z!>k|jcAX=nq;D$a_lOY?KbHqRx9aN1fj*|k`$K;t;Ssi91GquS+egeAO-s;@^QvS2 z-EY-1E#K8F$^sfJr}wEu=&7(TO1`c#2g6}wgud#}Tuj4w%^qvime#&orJOBd3SL8z z6nIT#mZGPymQ{1#Y{|PWR#LqA>^ZAf$0-mTTE}m2KvJTpFu_cMHI0p+PQpQejFiURTj1t zW;^qsiu+OEjNZ(wCrjaxD{2?PT1!^U)Yr8cfeb$|o6@|Ac_nNcmNi0F(!qCsoFzs@ zPfEmgcU%8ePfV7Io`V}F&X?;@mRPmkf^2Vj(sBwM3tF{7KG*Ql;y1#X%r39|y`Bhu zjO7i0u&(ewLn2p0BAL{BkJz!d&f{z@+`~)cf(#O#vy%A0E5O!8^r^Zgc6?8;WW(9ka|^ z!n_R(OL9xkOrZ+xM}whTbSL4AJP0|&O#qkK1XE1&PJaN@Ejd4L^p3!J5L2q>@+okq zn(7j=G1cGS?AV({SxdGEIz=`GaQ@fwVBW$Y|+tMaFd$@ZMWcE zx8VP19o+=H8C03YOr-C#ly1}`1NP(1Zn1V3%rla{=Sut_^7hv1?7|D-E-W=btgNqJ z%l2EX0{V?>A(mzI8M&K0r`;mg!k}LUgLh&&*^DFe%zRBX11wQZ%^_rE{?-eT7%Y-V1)k$$N9$PsW`v1GO3@BPnZv_33=waK7W3o{10nTn3r3oj_B?p^%hQKD zHR~^FyE?AE9F?9$I9yw?Hr{H2>I{0Y$W$P*v6CSe4o}fN;ChKE``bh1^>j=-V)1CM zi|_YNGrtoqTD8jtr+COyRcg>L6JU17zt@&r<_}EX{8y)w2*~W!o7CwpgrFw5h8Ai5 zLRdLLUw*o9uwfSht1`VdPL0Yw1z3}>oBWmvXUC%D8QRuNDbWjitoy!ThnfkoU=7Lc zSJVOAJj(nhh?d*70_$w=o#^Bxa#xup2 ztA6ex!;gV!mn$2FK(Pgpst=pw44NrY=#Mxe6!uW?a_8j-_vz#=`3EZ+uqNXidB#N! z>oSQzT7^G|fikeuw*K-=;_^&Qe+^`L2J94$egHVWo8n`)WcH*uUFGk`B94+{roo-$ zi;0zN!%Z(k1T45+ z9CyB=Txt44yS#(5#KwlU)SLX+Z;Utvr_nY7Ex)m*M>9sSG+R5T{>h^*^_%gK`8gj5~}L zmo+=;=>9Ap7F1vY0fYi#C+%F;CB!Zqk#`k(2;gu&7B$2U(8fgX&RBMrqhu9_w6qgt zPorYp-Q+9U^rZcr&si)!G4Pav*B9ojxax<=$a8ev?HKqk7yInjWDQNoz#LW&zASFe zws3uA;u{K^+I+4yBq9hVR~xXav#RM%ZBJ84SLHqLHl`u{EW-ucqMnatAw zp<(UZq3*hUs6`XVK0((2xGHv*7?6B@zr=}n%RJ4aHO!2cs6nNvP9;T@M|R+}5?0g@NpVe~o}&(^ zFOZ$J@2vx=f~=W%F3`SvLXS^*W|dl1l|x)&c`VV<=bPd2xDR4^SLXaBzv_>>!ADZ> zV;U)0g~Kyn-pA#4kQ}<^)A?Wr&&?(Ujlo39UAN91R;c(@9Fjvfzkk$n0u_naaL&Gw zB4O2a`>9{n;y)M7tLXaE&o@D5gCNC}3^fPUbs$sYMs7TVy0(2Z>aF{gT1gM%6$LXw$C%(Xh+sue=jb#BQ5A5&J2WCM&K+ z$~5(Hz3quZU(dfwtRZ@1$CA2e*rE9|TAff~7g#6wTuNn@=7k0S*oeXW8X&bZ=o;A- zORbe?eW0PbvI9;&B*9T=+5W2??$HkjmEdR4JnwFwuExDaRJ9IM^^y6i4MpurGyllolL{Om6LgUYw z2u-vQ!+GS^uKJXE`tDS!isKm`LNj?V<4EAlW_EjqY8-5S^i70)JUmS>Zu>jzrOtrc zHUT9_{JV3&Qqtl~l&Pxl`*y1QZpNTU7`LqYpD(|P1 zh0KowZw7;UO!nN;VEDnL8vh9v(|&yuf& z71WrOc~V5xX1~SiqbRqlClZXBQoo4%J5`x^Qtu3kH|P$*mIPr@nv4#QM36g+l9_L< z$z@BnWQ(EQp*Y|>{P%JIRBLKv;95jdZK24Xo+e(Bw%NK}uvTL~S)`8$^HnMCo%F_D zHt0^$sUMkCoGe9RX0qEeFpdj2Aq%ck#$!fy7w^@@!&e(;PMYVd>*FJ?b+Xlil@8!bhZ#P0D2cCH1((c~e(HJZb zuCliaI-%XZ8WyLw;!Np$%hKbc$LmZQVo0a2U0S8N?uJGyDc#M&Dc0;mY#}FrSo1v5ldrI%7vBZ z9^1BOviR*kZl`e+Y9sd|m6}3z?DzR zJ+$IaJo-!5!a~TJ<(LL)h?L!^u*CB{`ak;;74fX>3FG4@K{-wpdM;@>{WH4AVej)K zB9RiQephFy(ePgDYThm3*2FJP!GAx>QZE>gwp6h&U>~wh>0Q|Uw{u`Llm|RZIxVq`-`X(w zse^NWD$fc*s#8FJjnwkYSEubkA-C=n5tsf{;gxaTm;2UQF?|z1C$!{>SL&9$Mnp9W z%TFf`E)?Uvh^v%6*O`|>W^Q>7%k9Zje4s@xhP-QM4OaegBujA$Y;t-eeP?*Vb7LwO z0R-a5-Me+hXhF)~H2x>$4JYOB3yPgf+#JTs!U74(`GNNN0ogr^y7QL5MLhm=Sw$!WQzV*d8LZvyerifnd^E>Ah;wL8M@$u>*pDyT<`b(CVk zIHwrG@6U8fc4^E!JoD)gM#fA8rwm1pWtftbxa3Wk%qx`Z8kFgJ1!*1W>Q{|o`VHAY zqlM#D?nSeQ7(xSTej|!k7Ng}p10~d@)7?AwX6KUnNQ^dP0~zHmb#)XyBK6qzHsels z1d18zr;9I*56>4Amt#5{V8i#iS6fj?@yR?@*X|gqGqV8kNjg>6)vIBS=v8z*CbcJK zsr$zuu2^4~;!68IrMO7w-o~2kNq^41z!q_?Kr=7k&{r4Q1pq%N3W6CX;n+SgvCppCbyHXF?S zPtad|V7Vxo`D5f6y4a^N1jT|4v@ul%{ZK3Ej=t@{T^@UPJ5Obu%&Rk=;_R)zPa>UB z_D1~L+1pyL#Nw+V#okr)tC2aoQFh>^%pq4ktm`a*fsAHuEP!wqc(CnnhST>Gjk#A- z1(#g|8oTKOZVD^B$mzA)AdYG$M3s|;CuIPAQXhx>`AMo<6~|oA~$OQYd<*%2RkaJOt>eeNSWo=h2`64u21Lg z@dr1AW!PtSPP3j}4WC>`&-mBR_$Jkj z=W5KVLm9V-;PW4{oS~jUVq&PDBOR}X;d3QN6@Fs(`-$J}o|4!GX4&p+g7W}44^3WS zlCy4{Iw0DA#2@N2=sjQBIxyYeKYM6VRhyE0v_N9R5YPf5RN0Rqvw4ogJT;;oTeRtD zHx;4iK8+-6++g9TdqbUYWdW*<^N(+yaYaF2M@a(|bb+zPkShv$KFsIha%a>Wun0D9aMf=kv#JOUx+50F9EnmNl*7R@ zXLwbW=h9>ENL@z*j-^`qvp>p-JobDOZL6O~dF&y@J(+|w8jc3aP6pK8Cy)0i-ghZM z2TD=D>YlC}TRv!+{>+u2>1A&B4V!e@28=gs_sJpn4XO0j5At4pS^d8knJd4HxOrpp z&p^u7M9cOW`Ox3nK?fs$Z^cDcJvv}9Hi9X~t5q2PirTD!DO*Loo-W(`;244xTmI`I zf}Z0-WFdiG&_BbE&(~C2$pJU^edxrS$D((`cgb?DXzHj*$g#Wuyl^AN#k-7Cb^M?! zNn9s}#rn)lIjykgDp;(FaF%pX+!04#kQD5w?)&1priGOR%3e@-pY#sYAtk0~5%!JH zUu<3wMdEHfX?6r!QjR2m-J;*pAh?iO03ufw*0IN5on&XATveE@r!~S+aQDczGR(q< z5~O^#TvAhdNo=2lV_GLPB2eB)_&dd35IHToixcl&+hLLlh&Glom0t3YXc{ue5WI>f z4>$i%?LvCPt*{6Q- zP8%B?+uiocLbYw=8X<>He zn@^L@?I6+)=B^5o#-+C$3$8}*0H^CSL6ZuMt7n`7~q`f==yfOu(>km2bDUn*Ge5stW9D8 z+)9n^o&A|8H%j-=F9`3)$0+W=6+v7^e`BIxl4#sJZ^B!CEB>IZkh|%H^$9?e`i^bY zt|S^)Rn}j7^}oao37Nl9&NKVV%QtsN#FG-yAN7Qq>yzae4ap;wh8_Ep^?b4>B62=0 zrnrqb%~jl)+F-%E_omN8;`_nbU2MLXQ4Eq0HKPKXqxzH7aV6Zr4?eo%e8y*enRN3r zw#>P7r_o3rw#>0#2HN^HI!Ut;5QlqY8BE~&^DKU(@=Je&a5C_#MNIa10xIgCGLiR~ zX`ji2Z6Zi}!CuONuG5>?_AM^{S3o+zW|3cT51>>ZDp$efLG+yF;^VVoUdBSPraAy3FUAytg_)7Ky@3^_Kx1E;w{*?0&y>?n` zvGR}8C)#PB`s?@^l++5jq6SW*9ekiM*l>o)?-0@TUGstbiScj4uj3VxvCqxX33vZE zQY1+6+%$BLQP9(SVoSE!lJA%W^&nL0!eaD>*k-asj5fCU*Kek~Qo3T{Ak3QOr2Y_B zktmhgRUezR$%&FNjQ7zM|6-76pdY`FuxOJr3wBXF!^@`fwajbHIy1@uN@(B?`g=A1 z;{?t%27?wPZb_5km(_>?JLmDuUVPbhHQ`c&si3W46`Ocx6J!PHbXMw5&b3xoOBRHp zNU6c_-zirUxum_p*QdZI=(i4W6x!>&~ z=Wv373wz~^FT=_}x5KvpUZGxh-2R&FMCc-RthO{GHReR9*)KKX&+V_>H39j+ z=nDgAO6NRPKxb|#k=N0C!_BplfI3r1_t#Fb z^%nbu3bL^sZfAS*obcUN2k*)s0UKyliid=-yX@C}u~)0GHJUcsyZFOVRc_1s9{{yM5r3((;S>5ES{1C6*lt=bHAKUEDlc6VlKQ-{(gRtvHZ@rQX zd)+8|)gHK7ejx|IQVcl+{!PH?zl-vI&jCh;8*>YbcWwzQ{0k{At!Z+e<_>Uxuh0MI zpyqYGn-QmLp$FQB7)2djje8Axfi^X+v`>c8~u_6kBps zKrD~i^u^lr>6h^xX$KMsR@HyRO1M&3K~ynSN6$3X#A>5;dl7L@V9Hygb*J~p6thGk zj(m7@f0(HvwWp3Bm+Nb?+v>2}zKn|#;6m20n^=bEPCbc3aK<5+6?>B7|Je?7Wj6G< z)-7X&3lzK-YEXGQHVzyWRvWce1%*@j1&FSE+n#(|%Q1w@7{5-XvX(8h$|_!u@2H(T zeshMd?N-V5OpVz}f0l?F=WLA>N#&c_8mG1XR7KZq{aUAv2WBry+IBAO%f50=?rb$G zy)1ZnPO)XH>OCPJFUIIquiU5PU<0+Gz4nSl?F{q<~gHABJqHx5r|*TN$uyO++A!IsQn zocYpMOx`fg7e-Lk!%t)J$s;RY=Gw_mKGh#$o~EI_j+lPgpOu^5aQUf(jZN!(uj%He zmmRDZ=QwQ6H|}zu1Kni*uPL`8({q~{fk#lV{=GZ6xHVo*t+*hNInxH12m!zc<J1x~0 zS!ut2Bhw|=lXwRJ9$?z6?bY48x}UU0^R@9WF=;|{P+Lsx^zbQDqbIx${bP07*WUl-dU7Tc;oL%#%;Do#}C5J6~fQo>pe4~wc!#udFcvKkIaPzrcw5YYBM846e>HBgVv zd}L;7YtrZpPuo}L<@tUvNt`*@FI{{Ha9%kFebdmA*8f(l32Eyo&=M^Hv*_SSi1of{ zZe_)gqTizh@e%|JU#L?r$HuUK@sC|bw(XSB*gdBBONKf$ozgv|^K{D8F*yca7!+GU zUy>L8MwT4a@ajeInj{P;^q2SD#)3^ETX7p^>>Hp1-2fOWERD60yQLCmV${<*i}! zjlIp@X6~rvm-D!J6iF}Y0iIO2#a_=gAC07^m%+<6DPJnajhMlFTWux!$wYSX3g0IW zyRp?*welB);{=4S5^S!`adJJOf_-!2UNM{#~@l z)}`c4)8t&tx5D<&n2bE5XNMu#{NpgUXG^%PL!G6IJZH4=lSsO>udkvNw&b zFU>ktBEC0Gab+O>SL^Ib#Lg2DGxEntQ|JEAtUc@n6VQLW*(ei!uF75+_4rCbpyZWt z$4wJ|JOIwi)q@EHCBQY!imp*hGo!V7UV14mL4Qk__*GyJ1yb+7>S*AHR6K0dz*rB# z+)_?<^+%U+Ni3d)SD1&}OGYMdU`me{j;Igx4p0w1+J+nZ9AY|%&0e1DN(Kg(e*oIg zwGf^x|8h}?LJA+Y1wg0!g08br0DFE;J66j3yIdSodfvI1pMgDE;Xz*hHWO1bA;&s> z8emZ`6Ydb&g^h5#*4wKWYGvGebXXuJbIgD)Pk;Zh)5W9q80d$V`VV%(!a zy$@xGd0c~70B!msRsRNzkVv@*|4#$JE~!t|WJfZoBzJ#9t!2vc-84&2ZVnhxT7vI< z8?QX8d69-c@gC0oepx|$p1v>Dteq|93}7X2@YLw7hIyOCza%YNJ|>&-G##{G*GQu02 zR!1h`!6e~PA@#M+hOiYwCpRN45xno`fbzSVnOtImC^ z2f!W>HAL4|5o+%2Z|3}uAnA7##qXgh&~Krmk)fk><0op?Ub%eYt&a#R z+og(jiL8}^xz&nxuP2nQ+`D{m9!=`O#FX+qrgrz(*@*Zl!}JH0Tn&AcY5!Zm$5(XV7kC zzs>n&%xV=6p5EEZe)~5&*l|0MOZ{(ob)69Z%Z~y3gMUR==PLTmgQKFfnz>OkHyO`b zjQB+HZG$?;gxRhd_>C9AU$c#KAx}s19tP*pbR81mdL-qZ?%eU;!y-)x{`$gbF<;!6 zHRYLCz%vyy-yq5lYLR$vNGO7$A!V#e5}yE8;Zh_!9{Ae})?n!_uny=iS@c-sd-HPY z00M?dHZ7k$++m{M6L(a$g^qeK6FSS2;lr0mBzVascw^FblW@_!APL^Kf$z*O6wvp2 zs3BJL|GIZv)M%|=L$PhO!%26YkM|9z3sm~QkF9DCu(Ag=Gs_~3@7;CeyN{5#HPZVT z@F*HvjIDPk=hGta3$nj@1PoA;qy2jqF3$$c`m#5%-!9$XCwBUh_pI-SLG)+Sr}vd& zr&znoQi_;g-E(+`@Ai_cKLmD7H&0{P*PkT3q$-me{NDd@oq_e?^vwk41Tb|3O=jx$ z4Q*rBPevdnOV=qdbeGdA`=?L5>lE;3yAoKBsT_~Ppf>vfR|y3vfIaV?Buu&?dge8MQh zxmhXj{|u8yq`0$@$Xi1d87;Zn)+i0f%P`W#Ce8?D3JYe@j35p1^7!zOg6APB^0MJe zDz(H3!lDNrS@QIF4htV2`P6K~q>eI#qbJyz-ZZxJ+}yuKWF+TqA?Idc;%*TDPMOtC zWtwUQtxw-WS3Cc$)65dk-^ma?oRePVe!04sVSY3g_Z%u*Cy-?{Vn%#0R1hv?x|3S& zp=oG0^YtPW>3a;;qc1hP0#vT5okMMlt>qVuoYHgOCbpDjwv=ki+sodT;ko&_sf@9S z?O!T!1*6}E)Loc5sx28UsKTiGYx?K*j`Zi@W#1QA)@4`^d=0d=duSF>)D^E4difu% z6qH!M>Kb4XCt}Oe8}|)Fn|DS1D{(-$SHE0%4sW5JM)^epE3@{o=(ykZVV5(6SC;$e zO{$4noG*eqEVzS#&-((s-%qBq1G2x9cd%K~4I*jVc^EGKRd|qe{)*+Q;T>40ar^vs zS@Gwaxjr7eO48{M7^S%tWHbf{<7H#t6~ys&lBeJNXHuQR4^EVrK-DVL46Z|$gRDbw z!Lk(Z;*f&G8_7PSuumdahr+Lvm!F%oxL$@m7oz}I#b!+a${9YcBR#uBVI92xQx;e( zk7ZO95{Mo(v9DTx;!nRNxZZe&C4v9bD)Gzzz)fUXgOb5d6PYZFKuP<`L!@T%q@Y3; zu?e|9Su`u`^z4=O%8*PKY8r&Qn|(nY9lK|J;oME@N`W;m;&CK=YKD#nb|Et&cRj_o zOw91B?}oh!maAx|`DI=r@bvA&P=nz7>r>%QGK#kkOThK~W@U*I%4hyjnS%wEML``; zrh^qsXQk~+GF$BNQ^VTj57G;sIYKJ5ac@6+OK$uAR}=i7Ddl)18zy>eX; zTN_E&_OlX)oP>$gAMbs(P<||Y!Z_E--*Qv&0f2!n@6qz!EMn=Oe3P3=EM5;=UWfTT zq16S1|IERMcBo1Kx?54t5egEK-+9XEV2SZ>do*~1x}C@espKPISYJfPI-Zl<5#$Kc z83@u*lP&#OApDZyn#};|xsGYlU{vhuDw~F{C=fFIOmxXo!YtN|&w4XWTwz>!Z-Y@` z(ym~xE}%cw3HQ$$V-(k2K*-!>*~#kmtauw%Ft+GbJB#M-8iw_gZ}F9J?%5#4@^tc9 z1tv#sy*)r_-Bx4j&57a5Zw7t}L@aG?^pA$VYliJiEHkQciaNBjH?8lGS4Q{k8W1q} z^qO)I$C?luajR8|T>M>Pd`I**L@oJ*qY)xn(1Q@yU73E(R9G`1caRs=L#8r*HwVik_@%Po;xnqHAOwIUro(jo=ebS5>-z+HcT- ztBMdi`6c!B9N!5R=z78B1a$2tjQM?SUO53bfxOriegHKy3z{8qtbMhYJg&m9ugwG& z6S=UVs5_+}BYOwd8k~(-1b2}taTNTDSkt)u*Vs7!)+#3D5dJV>32piHbT9E~Y=Mv9-OoJP>cZWjYPd+yNf0H6J-gdQu0;Hncu7(%`QBZO z*-0CNp%>xD|>;n8-Xzc|&ET z>~~(DI&;GLCl-0`JE|^0Ma)*bduqTmbBeoei=O zIlWO1NgK0o8ncBr8U%^L->hyb^hqpJzOdu!Rd-|%agR&J-Dw{mi;{DTGtl4br!88l zIs<&m(k2X|#e`V5rz9(c^<&EC5+#HVO%w3VS4~}swgn_0u17|To1+(UjeAiFlypxg zc+#r~E3J+9owqR(RVx`3yopDu8~qHGNyyY(112bg$8px0mB+Esj)f>u^L?Cv;39+j zp!9LfOT$k7OLd<2Pv=K-te-HB+**8te9f3IpUORRi{Hv_HO+%Ub?%8e%`49eHTsAh zJ%-AGtyj*;e;(BO>|06g%k`a~Yo0@wZ`;_{^Zv8YLjwc1+SnJRGVeI_`CWcX@H{^4 zoWTIC-M&77i`oC3-P8|4{Cxd1x8)=n&whs`98nH`ldJ4?RyD>62<#r3Ax$u4JBMbT zX#i`><)mF2Sefz+`F7A&2mDF%0Icelhd;^yaWFTu9YkVtv#ij4_Wf;%Q_QX(DR&P8 zX_csT>)!B91C6d6pPBor^!2v=x6`e_Qg#Q;SU6UijkU_PGS_c>^**m_f%PPB&ZLW; zi&mPBohROy{s{eC$BV~WR0@fr%LmIJlV`2cez(1G{jScYEe-n`!)g~Wf1OIk1(PEu z(ZnkUpMYU(#qA4%qNyQ6Def6h(uu8Tf5*8-Ut?gP7vL{6SpcY?ax@Kx&8Q+@bd+>= zmMB{2bPB>tLb+Kp6U`YEJh{PhIH#Q!Tl0gqGZf>g=ey^24P7lPVhV&|d^pbZ_q+h`qfh z_h%SPckUM3-sGne@y31d0EKXSEuvZKXBG%giY>XRy}FhDTmPJE+phDI={EYS0Lsk& zysH?ie)@1;p6QbPH z#<%l)r}8C{vKd3z!#hFXzpxsX`;I}fEK7U^Ebrcs5cey7(IFMG@w7HXtu6>pVjdyd=jUW+%LQBU%}J;BjZ{O#$gq4lV_Lf6Gvwv%tq zgknDM3P65+;KuwlN~HUof1$b@aIIXVu&noGu^>~%kJR$NHO>4{U-eG(8Aug`n%s0&ld8{X z=b_r1>q>qt7*TdMGJxBc(pZVQztJwv9F-mlvm=Q=$LZpT)wF+Qt#`y)`=5urt5zCj zOjZ47H{n1tRLYX6N~wn$D`#0~OZZS<4JXgE;&6g2a9Q6-^X%<5iy4Q)#ak0uY>Bn9 zJDiq?%EO7~U~cdim2r>TFwiSN=+cY|Qn3eJ2pDF-Z?B7S($>X9kr79hascs_7mJi;u9ZF@*8RqPj7m1Y}<>)rm zmO_55!e=~eIOYwrQ009&0^j*6GHoM9PFOmc9Ml~j0a@pWaext{e+(-HbT6y6pt?ZT zDJUw!H1q*YaGFzkFO&HY&$E+Wdg%zyvwrDfjgDs9$bi=kKbyTcQ7fF)MqexE_3yf+ z8L(dWtO!X{Ibh~=y2c3fVYr6WL4Ca6Dk>a{if${m{l3Eu$@zkLSAXxxE>#4}94Q&X zbGc^I?>i6FF?Pg_U3Hw&?=G@{4ea`#b_SE@gbh-Ci$YNAaBp*cby zgr6&qZR=*UK-sWQFUsr~@1h<4A4f8G*9h_OYFp*X6TyG;_#_b${QKzJf7R3OJZzwm z$+WoT8H=M6fip~Ok(4f-WpPU}{^0w5i)EqC6P|}qM77(P?yD%v!HH_ja`@pkKz)oL zgtLV2q!Uah5KQyX)yNT$s{3Wu%VrWxXAn$_(DD9x=iL0GXwNjV4leyOi>oSN;2b8d zZ#WAe{(I`45mOQWG;m!o{GJB>7njAmk+}8{o)6)@0t|QUL|9TAE0rq$+Hb@Z<%i{F${o-ZU*e<5%uGJl{Q4_Z}Qkr3kV#v&gTuF=wneMgIQ9(!}-m714xEN-G}) zT!+mkBXaf%Xy`n>eD8@})jj#$1&0SH4RxbBjg%}z`;CS=jkdMDw-Gx^2&n_f?lqGY zwwqO_d+&BI8tz==iy~b_5fS%y&AzE^%KvPi5$E**mHmR3fOO z6rXZNaC?8jPX?V71lse)T-HUvFIHZAYYOd!k^Y2X)j`{}m3~n1{g7BTfk?G*)n)g3m`TeL)oP+6&IQ@GEr;u`<$GyO~IWoX_dst=I7Ky(3> z82kh1b4=VSkbXtI47>nxs;dI;^6c3R3?Z|>CFZWv8!KoW6n8{^UsM{_cnX!!E3u>M5fny#gPWA zlHGy~BYBGrbknxN)5VlPH2Me50d)(W##LT_{`G^D0CJbuN}1;{wy1@3x+@z1RtK2P z09>1Z+yyXBbiU}kWiQ%~4uPkiV}i+gP_C)a<` z4OUP;)m4u!#VI_mOMP6w_|s83v-D6RfTk&?sOce_W?YPfXcc+=c6C?ix?uCF;8cmu zn$oLJou1V1lH`H_5fk8$14Sjk%4-a)>zHo96$**Qmmc-y z)YRwivv$GJuSDM04sXh3BO>CD@vTfAFfRlzz(MBW^`cW~9Q?451K1Zp{mOY6s(r2J zuD>)lT zUye^?9|fP;=eO8A9ANwi#6p=7|fZy(IjI#H#|218$tBzJ@91r zV4By}vX5!xEJ7!<&wd=i)TSpF4o=VFUoLtppPWQh0o-k-^8glA77#D~AwrF( zon?CH7Sl&|ljk(F7b-X!!^AjnxtctOzur5|vPaR7sbs)(oHsAyRPK@@s=#TgI98BkPAYNrW`l7#*k95iKK%}dP_4O%bV)!i@8-r376z%(uw?H=ib>rV%Va;; z7VWCCk2ISU2{d5{G!Y0KthHlN#}uD>=B!NWE>G&NOvZ_1d3ge9C@Fai{Fa5F3j0Up z@|9I{yGo16lV_I*q{|5x@kh zTwW!LxnrjwPID@9rGyKH)Y*4>A$KG82#J22&5oj?g|quxoTD+QRrK7aNE1 z6gQhbgm84raMeW=TGvqsx?AIzfva> z$NbDA%0PFCJaYzzEuP`zk9|>fLVqa+-XX;=*Xp~dKWAVi=nVc+9e>*|myqU*T^P<_ z^BeVrd2b($I#EWmd0;}MYYQWW@20U@Na{1ZorU=D$Wh9zfMf0XNwkpz@Z|8J>J93t z^R)(tABe%{;YMHWqS=%{)f{SM+;KxmJDAa2oPzwHTj1y5LG@eKNJIXcg-$fQCab`J?4)B+nq#r9b`%Z zT~`s)j-XOSfb(a$g^PUD)i64+*N^LbA*u~ci~7ECeTwgc3Ts2lA+B#9ueG2R2sBju zwiY^aZ(ygZ&>iR2C4q~@W?g5&PTC{-V)H7tNO?xLZ=+i4k4Kbf zXD|-+_ml{*abIwnZi2Y(tb4x>70hZCY+ukj4yMAu3}}s!PEMoUlj32wj)?zI-efUiG17(%zm!KT zVmOylZQm}*yWEs~_}8DB)4?|Qf{=!+i-lm*LZn)s6Kxe zK$7YQ#UApTljp|PC8H9sp$=Mp`rJHtO6ANrE#O!6zBmO%d=02F!fIfp+C=7KmYUjDV zwatpyE0>_dU}(0-N2iD=6fK$TSGHj#R|Zr~l1qcb7ZfQ**^llRdGmx#PI}-fg+++` zj+V8?E8l!D?yM~kHAEANtm;h7R{D&qm^71h?4x`_ohUZa1(0KhUAtvl&_Cg4C)6b$ z$E@Yrjc*%@eKmbn*ln1?SFZi^S8b{fZ(>l zFWk+PD&LhQBNekgOo|lkijuvr!B~g^%VvTR{^IB8qI=WZ262 ze?0mfFP?mFYAm@uAYvV*&5!u__ytGa$6|ty*CwGGPWTdg^$0_vh0&7tLN&y_{k$M( z$klk#7^W;&Dt_4eHD_a;VuT(a_13CU*~)ve_bVkYvWS3?w5aoAuwrPGeCR)IA5t)+ zX>gVtUjGiuu*~+N(^0i@AKSgNJpQ+Ee@T07K&NAIFADJ z)~|Bc0|ITpk9?M64b?Vw0T(MeB`3a!r@J-%y>x3&mpz;*n>5JN16^9$qOUvsy`Le} zj=xfnzOtxAzbTkI2U0~Fx%Auw6R7@L>~;=Cqz0Y>Q`pC(f{jniqAWog%uCiI#5Yz6 zJUT!i$b$$o;|C9S=rB=nw|cn#48(1yV#kzClax&-lylV+K_n_cT-Do@&X|{JZkz~DT6Z7u*VWB> z1F^(|?53e;4kS@Z$Hj;BnIlw8}rmA#q~bsiVONCEdyEjZHu3Qg_wSs6t1aeP^{L8 z4JjAHxv8=nbm^@|<*(8kr%Bf#7<4J95ZLkz79bnwCmV?2pJGm7$YO+oR4tu&Qa5om z8H**l1US9y$n zB$PEBD8*+i&Sb7Res{UPsJe8Mge^Wu{q9=Ig=6O3MIj?g=r5z)@vxnQ-Ot@NasPw< zPmvN(1j3Ru#eDM_wJ46RmrwOo_#o}67GglwXaW*_B`w6v~ejdU?!(3is zJ4b%@Twfh=Z8QBgiJom!BTaGp4Lfs<~zl8%-##O^e!asQP2!KuR% zpHfOjAtQN?w(98frXWuxQxTK!L`}29+_G#=oiMn+Z!>|yPw*I@HB(mZ)*LUS`neUk z>bwsm>d_Ea} z4|#>d<)hInlex%{84ByQeVVsEhwUYC0Cn=KTa!r0?tB1%*sR>Cl#pP-X2K~9718n-nz|hZ1se5jNN#YeW%6Xe4MM+WyG-YIi@O#_6Zs~ z+e%i4)ZLTjDY?TytC|_@$^V4V7JE+Kg0RhTD?^{nbw!>vjq3s z!au07)tT3=A%0(#3_b9TtbFC}Pfw|gDP@QIG)&ob5NPYLiO&mA=fA~=n;BTMY zd^+^iAc?X$b8mRUBaAbW?hN&wONf%8QfwS}@q{PGYh#Pl2l)t3Un%(;U;c{EW$e5z zH!#-%oGp<3N8gjdGw#Y9DjNIW3v9Z^+p;fiF^(iJUkh17Md5#h;3U5uhn8U$1sg5C z3WRHMq@-Wew90)L)pH7n8KjDvx7|zqB46%|xd)A65t4moCi={Lp8ZxuE0R}&Nk7#g z^D;m&*}|vXAv<-NH!1y7C$>p^M{9K*Qivz=g`He*-V&eyj@hj~YuHc^nyP-1MLsb8fnLBQ~cc%ONc@12g<0?L&j*DI#zbdY!g-TfIW0g%k4V zFjyt4vPsPn+1A9M$jQuY*3QOK6JW+2m;}$%J_MvAv&jMLy(Az}WjjI=TE`kAYARk^a zLK!SQRJy}8JPxQ^6EQ-^*O1NSAK#!|>+G`S6ovP;Tlor|BhmaDs+qgH2c4m=Rsn2Y zIt^hiFyZRwQ2Gm1J#h;W0SR3x~f;3HE%yKk2+FlnP!xE7g_dq#mC;$KM09r$#5Dmex6{A z+jL*O+G?%exQqPr%SP2h{gV$@ZWU5p^@3q`@Dw{1R~kQCHk-@uko>uPYsw3af97FLU}!;`EYi0CRP8UJ*gUbiVw5B^f!a8I=E-CDwCZ)Va#5J~O(1_b##^^A5Ud&r!=ch2h2WIDjAnuNThy?j@+grYlD zN8I`WH&ktX@H#hbE`ubDTrN8U$?)@NRBUz?{%sTf&BJEa-zIBrx(M>^EGuHV)3Sy| z)@Z@?!uiH)Gm@rYm0bDJOYMZqvC1EMRk=-_z&mv-ah z>NK%GjfV1Dk15)Xz`aph|3z#)N&0U!oZlEKp0Ekq9E+1MY=BDad8}N-xQKej zo3vKZ`J-h2i0$(nA71J|gtnzY40jq%PF26yCnvX6v07XM7oyi8%DD-@N&Q?Ey;WRh)Sv32BJ>p!~Z7}f5L#Aw1XOm1sCHr->a+!L9w9gF)1iO~tgS1L`Q zJH&Pu^j@w3_%QB69Vne)Mi=U*rIfmbu4km~^vgG$$-R5xi&m zsmC7vY23TVZHQ5&!F%|O6hEWGR;7d`c^Ug#4)sFZyv|uYVL_a*-As4ljPoGQlo`mDgLteYVQgwmp1CX(t>R^-;I$vSM~cs zYjOKTKk}z!0qq8om03vu#U`lNbF=IMy6Tgch^-;8?yLNBLdad=p5l5yq=H2%ZuThg z>j^oFN|30_KqtYL!NH!^2P9r{)dC8aTwCBJbrPU-2=Wb5o!~Q)P_UfBx2>x}mP4cK z(t7v;Kddf^#K4S+prmAf8W9xK6`v2%)Rwva86DRpkPaqiOKY>QP%WJ`puEEoR{)KK zazJg$E`WG0%Mr?(sc2}A&+w`aqYuHWl}VH3N%0UeRSGS2?eK6jZCQfMqI+792s02Q zz9#L~0Up;bVRvzqD_YtM60q#zL+w*hVwm&e>gTv>r0M-5w86UHZ#PGe*pho1#O$Y( z=;w2$yiP)bUV-7$4+>!X=b6hj1w7?%$a)+T5nPD~B}jzM#ntJ%!*E#%75wlD=HEob zsu3>?UX+-mNeqIT^o8vqT8nS1CVU;VDUtV5Q9#t>DVFv3p2j#z=lixj^y{O9%3|?v zVXj)=!zYF%O6uS%MH^~auLV?Z81ERSdSfrp>RApI{2{p^zg|2#jDlG@FGctM5<_kf zhPw@gzl12OX7t19gD{83Mgl0CKY&b__3nfFRIfI5`*3gB4bX~(It^F z%B1~dM87bg_=R{p{<6N!WK`ei5$zaC#6En>OD6v!L>3J;(hqw=YcbG?-v67xC|%P{<3q>A1e!@?GHk={^mG zg&{!FvuK8gwt*pRxGBvg^}3)LaH-JE)iJ{=7Fl@8w_loEG4Uj`hd0W@A>CEvs{ZHv z3eWwM?wtuL^g0e;akDRw(yjhMv3B9hR_A6kKIx`(m+G{a;&}L~6sbzuROL1p?Vv}2 z_sl@HAp{YJ3cl{#3tXV0SfoW@bC~N#+J=+Q6=!n;HF~s*csT;BYnfK^%=5ELfjr$5n|p1b(Yw1iQB7UOOnaYu=p8Vxg8WE zZbW^p?DP!4#xG_9{qTp-yktt60>+u#Q|Xx@Ca>?VFSz`r(ML;_LdlGh@h3+SCeBkO zJIEE#T*{qB|HYo5k=L3AR5$;0PUK%?3R!z;mP79A(Lwjvx->|b{_e_rR?NpEwS{3U zmLjWk1xxO*PV-Z5yT~vzdgtDMCi@mSwCOA@3ot5U;cXE8bwy{>Dr*5 zw2@o9|I^1Zs+CU@lacsECfzMRX7%A_E>}N`s|k$H4370T$3@pjl4q*Rr?leHTf4#G zeF0XW!jmJ*yq0VGytaHh-Cf})?Qz|$^6mRy>ks%LT~lOwju|>jw*|+iN}EngyXRT2 zdh{rCW)vx%?pJ33$;u7pGoT+f@-JFI2PpN@O|<(boRHW7_|J9|YMxfBzIl-SYX5@f zEQTxes`jbZgWF>J7r8bXJEd=ZZYVR||Ifv$%lXU;Q~!`95IDJkv}zm`%yQS>xp-S| zdCgB%=uvr@HPm=T$24D$%&ZZS0}c=f9(rfxu({xvXJ-ae)yDbO2l%Wwc9gkqX3yU;ZtGPs@_Usv ziE$d5mfrRPyj5!-QzUk8%r0g1umtJ}z{=N#YEqBhJdUW3E_O*;y8`UG;B3Eslk?9+ z&x1^&y-zfc|0-X;2trf$hGygJ!c|Df#H4fl&3n|sOp-2)k}h!nMPf;5?NO{HEYD>u zfrIy=M>qdyZq&#g-mfEtLEttJ!*C~W`fzGFGf|-YO!Sjt1%Z?5Dj6v*tu7ZoAH%?~ z`Tc`MJJRiJO zHQMoGgIQimbf-=KkCRX`FDW*k(iOQ~&@5ja|8zi3Iz7LQ9EC?K5t8_&PP#Trw$+Vz z=EpmJg~cHk{sgMO&d>$!r$~&)vmdWt=09rGc^^d%h0VNX3MDeh27&yeJfiH6Uqmb? zB{rn~{XDiVu1<9&mz>frFS3sAaN#6cr%ZmKOz}_qf1hkq_;5+l>|RJhrDu-%gMQd+ zy{z-I!tE`MW7TEF(|SDbCDXtz@VNrWH9Fi5OoSG1LFoE^8BRJYlAj_1yF2x`$qfMt_{`hy^-`T0Ib)2au;jI&(8J@oJ zG+emQNI9g$k;KEVkV~n-@sY=@piBe7dnc0)@miebJFGq8KNL+^HU!TuOkoAOtcG;q zZL?$Sp#sb|X+6c~EN+y-*dL7O_K<%bHEqa}<@Z=4VpPr~dsnkfbd57yn~e7xl!Vme z_O3gQCm|_Ae`h7(Lb;q+349b=#O{v7%tHBd~`K)N% z^FLzzzTEgHo1%-H+wZ=EfWFq?#TNTe7A-PvTby30Lm+mQzF$n-*lBp5cwyN!i#lUUzgUM^`>s*ubboa_NAbMjt6KC+!Il~FDBjKG?Z)%Z6K5sngnVap7fMhJ0u^Q@gn4>;AcKy(;z={cS4=V9sM^ zr{)}U3d!Sgh69}CT|#UE3=O;=HW|x55G9H9zw&y`0R{!u97`xMZ8{;pThtd<=jv4H zChA)|!nnUb8aZADD7}A5%gaC|sZN8p?VkLUHfWRCb-rD)=dagbfxSb_W;I7}Fe0`d zv9a+cp(kv0@7t=x=?0(hMna9nSgewi{S%~m!*1@LLz*9^L?mfFxwu+1>UB5Lj{Pp8 zE0&AT+FuO@IclO{yL_=(uVT6}K!M?QSDt2@RuC9czFKJpH-6h4atO}&z?ng?ULwvy z*gN5_lK}7SolvLo>I>l>ksqV#6>!t}N2!aou@Oa>Q6ehfEKhohQOq8Gxc5KwAnw;l zg``l2_(kjic<5y^zcw39V(%k~Gr{>=*?WT$IylUP|Ms=CAw7;0iQb>#ZVPp5GubRZUN8 z6hHCN5B+x@kX0fnhY0^bRkX@WkSFnk`lHk7D=beBdYAK9qi&|vMlDDtlAFgGdluKBSfB3 zlTxo-s?@Fsy}dFG@RO%s+*kgOlILrK0}Ra-d%4^TRHtv-P<#`8b#@LgU2*xHi>Mb$vkYe4LXtXW0H%ua3;N#15?GAb|iv zMWpAWU%%G~LcZYGpR3--ZVVEz1Ca~^-^zQXq;iz$?h(p}7q$|_9~g;y8a-ka9`(qO zX|wy@2y(j2u^f3p`$Szkw8)+Pyp{h+z``J*iUnTW4dFldUvk+H-|=S%6`|7}QPlb^qr0Uo>26;tzw@c$GTXB^tFh0J-2RhJA^@<73j#D}Zg|F#Q4-%; ziEc;7sTKx<5EGjWb30C^MRi!d+xfp_jDn&;7y4RB=@eWIq98JU*tXK?;OQu?w%gL( z=Paf*rC5{*_1)U9+lN^P-~^iHKf4HTJS_C?NkDJ;P?CDR>OAwl`f+u^*TQTZG3E|e zo%R~V?Rz7jV_?Z8raZ@&dHidNZ|3Cle~%o>8$yYWfAN2?^;2vK8NQ`n%~8igBQEn7 zA3;GFI;64^KGp!eY=o@@@1t(LC~{GKh?Vw8I-&~%y1jcrV$?#q(7E%yw3b} zT&k-2bPx4ttjRJBey++t@gpC*A1rcq8?Y70`z{?qCfp=d#AxRE277J>A@_Hi%C2$o zAdH_d+VXOaj_glreU|WChOn_`(YHIAVxM^T2i~_)EDzA69_RVw)B2R>P}6XI(DYbA zW%mRneql|QWl!wsDBdhO;R$N_3jBjzG|lg0B=I(-thb~Xj`MiYd9+u>wt&bdfI=G( zc?pQDW89SikviaO_r?PL%GaDX*|V)SPR*+xPmoyQ3W23BJIUM^-zeiAx_61ZywT0- zZDZ^TUzGtfiF)y0Sj1BoDc^i5x0LfQCkG{x!?xyee``GA<};qf8GgN4dOafnJ)@R% zS^4r*qHub3!dOS5GV8ytPE3M3B-QM4_c(3U5%zK&Nkg%hioY4tGfo}{wk9E}QF8p< zn6Tg7mRm7OTQNOzZ%6aIR^4;4#ej;LicywW|t%&HxiVK>d||_7ty1YX(OFGnJN#&B>>^LgW(t z{RGRy_PLy{0UT*+P2XD$-^wQZ1z;yx-R}7d8jtZ6M+xRlh4VLWJrcsXnH?1-X6W7H zEov!6689m9C`@sLxS%W0m^XZ@=*hxO0K574uN{8n$gIyfIC85+6FGCHE)wUWp;a8s zB2uX`+nM^UGd27;=g^@e)mHV8-oY+!YBYC>s5odm5DK2c7diAE&wz87+Ao^LF>E??aFYulXw?S}yD?|4p&}ycB$gA<|s?)fO>( zf0JU=v&%ItXtENA^lJw^bflXP?*EfX0HuMlzJjM_pBopYvMZbC~2F?piVQJcwG zD%$4uUg4;8e%3emc6UD?BCq)2ys zj%ptjS{ph_N{J=BeqEQWtd=s8+hIFx3kpEUJNevtY0Nbe~Ud8cw5M=q7x+l|6IE zlodWdR0IK!^@Oc*(U&;_ils@Ypa0_3K^O*W`R?`wAh)_lu5~&V?e7UpTYds|w1H`` zAu+Y!TD^LJ`2RcKS;me4-VRjhFu(e2k8)E{K~sm1f$!%%R|ZHW|eU*)ry&_;IH^!g6Z2q`sIprk8}NC zhF%xRer6YT?9^DNyn|B4oA%6i2pum|k3>_~q)+rls#f88HY8;iFwvGNr1N?@Ytxf8 z%CZY*<*-&el7+fr@h9%D&cwx$^o%rXorRn6@x0y3)2yFp#Zx9~Srn|wmZ z%PLT~wp&LVnXdHy;Q81&LdyTy;AQ9l32QS;Dvwi5_cixlV|OU@`g&WtDs2fOJw~V4 zfB^%?z|Y08<(Zai>eYuu20jA@q!|*d9J|OO;)iT4A?;~J?|x*NgFMq`i?w|;%~@vG zl~C?}um6|?$*s60bfLy~qtrX)u_?P^-D3z$3Y-&@fhflaaKQ0@KGB5rXEl8iGMypk z+KovA3%Y)HwRNT#B?r}M{`Z5#1#dg&*1GH4BuH#1;V$=J!aAd#$T6F1q`I(zy0V?@ z!h7Q@*mL(mK}`|#u*4JKVil^1K~DpmV7@y@j94B*>4BadkbVn0ACe%9p$WQ^$icXG z%3`x79+bW8K^$}5EVp&jmHlJd`eQn5Azm&kJoc?%A_gevx+qILi@oD9=9kW}+%xu% zZzOXsSq2vhm0c&}XK!XtOKh^8h$0~XRW0u2x277~>i zqvH`eNB!&LiI3~5+SGB1R$e=3xi=(!h{YKQ;@FQ$JZtTkpMNNY{}BXMmIE2e7yEH_ zI3+cR1(Ngsm*)XrO&@?9Tpy1AC)ENVhCN@mMMF&{d3I`IUr&1Cwp3b9SyTR~+w*8c@p{9X{G*U+zGYo)3}oy?K)Jlm{^gR*k}&rQ4Xb>P1wRT z3&cwU;swf(pk{+>e6Q{O3Fl#WBM8tI9gvXu4Cx}=C(y=g5_#vjngK(_tw?Re(HAhi z(XaA6x2z3Wikjvov$&O|_}~z?*@A)|Mmnj1Nn3?xTyZUfSP}jKkbWtZc>RGuW@rmm zJLU&v;Jz~*=6=lFxux~2yaPjgb}kZGL+5t*M4^xUG;ru*NlRp9px04$`AHke7eVIB zZiMTtus=D(sr3+?%iN-=MRZ#w3Ioy^*D9JZ5LzU5^gSW;ipf`qo-r1iOy(81=U&qf z3Fhl1A-y8nL16lS9q;n}R=$69v_WgncQ?4taXOKO6;=MQko#7a$l4&q`5U|dzOdE| zImFL==k?@2;^V>W^EZm>goKJpFNyE?5hLAQCgW1r;S>6CDgKrZp_yfXiFHRa`wl6F zYv8dy8tUrR+zQy+l%=Bcls5^ilxSfpfXr`8MK6VT%8Ma}E95A~9h8JvD|+du0xB5E zk|%3&T@k3++w+yqZzhFm)jZxL39T5Z9DH6ES|OsYYRfQL`1$wNKo-mQ&l|XO0$)V4 zs$)2GZK|lzjn;_I8c`U61q6?{zD4@ zZ%n>*-IDA!U*LcH<6h|0>V|ZRME;P-1=Pw*bwL&HBBP;sy<>VhoHfH^G2e6p9wu=p zhVj@BFg_(HsT=B4cm4Y9JAT?u{^;*IrP#(N3)tkI*Vv7|BGTFiz1(_CE_AxrcSW7E zVkY4vC(i5%nA*NmtHzaiOMFTw8=;vDt}=az9+JhvP6bnu1n%Rh{IRl~Y5m)if9o7o0g^W(g^^)VF}nUFz1l|#f$59{+P;P(Xb=jSZH1aDZ5lFkjt6Ba*h z-h6y8^VI6X@QsW%@oOECynmQ@ih~pz>GMpzeV2q@7B*#ZYiCu)->*S%*#W2v!j6(B zz|IH$@szt{sbz2X!r=@D$>%h0Ek;txzi58J;^xd;uN9m)tQhzWZLVDt+1SDqPZYK6 zRUBIv1NXcdngKH}v^4~Xz;KzuFgNgWdZ>qfYTCvp>v!j=^-!l`Gn0wmdFXpH_;5-6 zbf0l0POQY%r82nKli z!O-Kf`cdvvd<%ySQqQLhtk3;9`sp+n{tsVY0aVo!hbz+E0#ee_(%lG12ntF!(w)*M z9n#%MNq5Huq#NnHbi<_^?mH;|S2OR;oVo1TWd`oqv%A0ezVEkp>D7;I!4@p$UwRzG zavYTR_o6*Ul0{+|#iIyhIY#=oK2)9Y)OpBaDYbjtJ!Qj_uZE+;nwmK;o5&S|^NY#2 z)EA%|hEzqjtdsd<ilM{S_fo zQ2=R-^v;BWXNGxdk947s881(0Lw4&H2PG=-RYpwKw}Ov^7iZ_>8_rG)5;QZ7O_CGy zdnZHQD7@Ev71O=j%gLwuu>o~F$5eit2KLd?7RiWa7WsJITAsZWhFE#ine$^E7tbD+Yw_y#;@LWG|6CW|&ouF6oJHRP zQcfUvNe>5{xQ|i;nq1x-jmO^>`LZ3HFSWU#BYM)nc`n%W6$t@)0}Z^>72+=kCK2Oi zBNIAC;^-vYz-zI9V?pf;XCZ$r#QtWVmCnOnRk*LKE+?#muECO^U*US4)*~86hC)G% z$Ymu4aCA3fR?0qo2jBkUv+?s=Ybdg6@BZENL;u7GVxCghaI!SVEKf1lx5Sc!Yi%Cr z;@i;S{m&J*+3)KmJvaoPvn@;!Qp_@6QKa(9&<=G;TzE3(WaT|_kqp2*kLn3Ca|e;0 z;3r(fOvJal+fEz9^2^&LoI27DEBDpfg8?fj_QDZB1Kr#-QvUwqT{*JyrQeUV6x`+L zdPW|)NgT_4IL(G@iiHK_G(AHA$Y>^ApL)%x*mo!7=fr$_7tuSi%#S&X3>bnSkA2M3 z3eRB(Ht{rgyx)%Kd6PHh7RP13tRcs6psm5VB1!L&JFM@_A0p%8?)hA|$O60#h8J$kd9NriWh!8WP;z9p=82 z34=HJM<~L<;(Y7&C1wE?u%iJ+0;@f1O4+y_2F*+>QtcMpyTlecONav_%ni#-dY<;? zXIb1@R^<8H1puZq(ZF@5P!xZ0#_clFPc1chbPMWAku{JmEO;m3^%n?n8 zJ?rHiRAS%k3 z_W=#eYAx!)KUQd_z_t}IakY5u3KUb#@AW0Hf23#xquUa`DgKu&;h6+aMAY9uC{nt} zNN%D1hD`&<>kxH46OKiK0MQDD?AI^`<9N>&>S4$D{y7U4j8wW_v-6geowQ}dDgYoNgCKjUF8Z88?${Vijt zw~4zg@0Nq&a?hT_Xcyn;35lB%lmH?!!11U~kXitEE}%f=Rs&!SciQ~2>n@Q*Xtm^qanSeyg#%~JpQJP zpR_tsvI>}`#8luP-2W{uqxsyD!W%F zSthobw|FG%ukId7&#w_P=Qr+kTcAvb&S1mh!At$TiX2EFcjlEy|&&n@_&hc)X$b= zmv?t{c_ZEy$9D%VZVxJRRL;slLL$(Ty;HE8p!aQBIzXTXBF_;=P-7O})7$glMUXF8 zNutz{X_IRj^VVSB1y^B{r!{ZS$-kwC;HulEcF=}5I>uZt6XYt>LhB`w`+<-LK6};= zY>5k+#R1J4drADY;&x%CH%yYUluy>^{j-R@Pt)83-#DUj`S0|iEz)TIWuH}-+TAn{eKt}a8uHtUPSY+}`7vEU6$ z&W&B}z4_P~vEV%b!6?n6yN~d92EJbMSRef$zMJN;E`NFG76t{^xAV9^K-Zu=hsQtM z?+|;?$=XD%U1#r)!E0m(6m}6>ajOC_x%FaDo40t4rlmPVFG+2eOg~O;xBbE9?Cw)O0`~p2kk_f zHm2U=m;<)V7HIK-2nW+IaE@Px4XsH)oIkOP-VpCNze@UJ!kdqZ^L;cPzTP#g=VfA;KTd&0viSZ-^bsEz1?=~4fGTcJ`}YkC zPckx{0N19DaQW9ztFTM1r2bp#`98Y29K?wN#EA*m-38dfGoM1C%y*ck%9y4Fh}8{< zoI5ZI?$3xy93}~D7CAsJrLv{O_^{6CCZ)9aEhc%#MeA29^#sox0f@-Dd$^>Kd_?_L z?{U=_6}Tz|$oSC1L_|$<2hYD*Q5GqGH$K$qiAWd5sxr3>VB#x$aUV1JmVb=UG9K5; z<3cslzB{Ln0q1Y~Kn{$~smNe`Bq>EW5#CTEjB@?GXb?n$C3Os+Nf6LWX8Q5om%VG-jRB~HqC0dG~?g&0R2TV6VN?`JyC zQ`A3F$Cx_ZQ^Gp#^(Zx2OnWsG#@M!f2Lf)R66GSm)Js_Z?kbO78nfXn@4TgJXC ziW(1QkULS@%4ywGPIHL5r?9NaElxijciH4i?-W$M1kav?^4WBxCJlI!Ih4|~4w0M- zoDQZsy1ocFo;Pj-+nmx)(XXXXp-6TMS@dePe_qU*5pvsN$EN(kM9IcIK&Eu+>ELV1 zQ}Xc4@NzqiQQp)%RHiL)7FMGbVv7Yp*nD|+qSQq7YM2Sf!oeeYMSv~Gi=yobrGqtb*>VN@+VZZMo5s)- z>8dvhkDZ}X8xzVr=-xKaGAmR_LsP}jDM2gFt??_ny&lv>0%8dr08n&uA=(pY54@B? z+EnyeYvXvt5=+zP+Eo8Spt>n0gxFt)*gs{%ayPOG>*4UX(t&{V;8z$Bkz$HOa1Osh zl21aI0KXUYo}5+!SU%_aUxd5c(+ zLB`QH?{43(0Q>NkE;%uo10GuMUoZynND;;X8Pk0XQbcGGVRVre+mhas|U?vpVe55C-pl`b*4DwsDGDLjSYGYaBo!W{{ zTQ_F4YoL@Mj^NC}5nt|J=PHpN2m9!=N0+D5oWIh zOa`)y#8W%VPaEkq-aqpeX zFmA01==IChW6dhwQ>_e%HxUf#pPZGzK7)-m1Q;ut2{5{hfqK!ODhu~B(<7Pfv?259 z{r(^MB(H9VOjg__c#E& zeIXdX!Jzh*fIMkQ7B}b_XU_0cx$&G>(O^xNZt;bpW?&uvlscf+R+K~_Ee7NeCibhO zMR*%iI^j{sc;Ah^)SX|ZAPAls#aoRuMJISYiZ?)D>D6Am@$bNo+sDMNeaCdJPl@0! z%JXo+K#^ygDfvAxPafgjMPROQIxmBrb{Wn|EbiZA{-uy2EgtioPeU9~rW57WU7Ip* zp3!&dDiMiF5jb&9czJ$*av)0$z&AiT=&o87r@KFH$C2^roe%erRC|7?xvr&lQs>bo z8*?QaaTOYKSyG1h$!s|p<|^gTau$tI7q$QM9P*I#rL0<2&G%8Ub`w<&=uQWP1=YGz*izU~|T1W1sEemB&UHxFwW+ zwEibO!wl;hb?KLks@C>|%i<$rRN*M5J!P%a1E)9?!l@1*^>G<4BX9z-GN5t1Rr&^3 zG7UxLCgvs<$m~CZX%B7MWcT)xMd%7mvhDKj7E*-x%vI}(SztV2P&_>pZ0H_CgCUKH$)fL*SAhTRd7Q1K$v-#BA=Yj-$?aS@ z747XM-n5<9(JIA^oEo2h)`1H13s)ESrXa8=1Az`Qzf{A%Katngykx@9Km4gF$zLrm zxap$^eUvS`%G@nIQcNfQ#-0XBS%*nHH zBbnbz!k0o*Xq2zY=gl|Q2={5Fvguks_w9bK)y*U6k@Du?c-YV5Gw+ud0(t8DGF6Eg zBjfgvuwYq}3T5L8hvcqd&d}>?L7~fGTO||V-e2{cyq9UCXHWU6eHtnfS~lIC-?n*G zI+D7BjqWlPM>xdNYm*WQj*lcCiEzBCMLx-<|Cae5aad4}dcLKW%C3wR*V4szdUuh$4FN-Dtk(IWf=ot`4wkbW%JGm6j`9!RFj8^y z_}8O~uVrWNq+=zEI6cMaj|$i1mPca)iy^a8tA}`s=fCKW8#6EYvo4cI1!iL;ju^Jn z^59OtFU|WcX^KOP6vc?(S^#kau4Z#xlbR(l5Kn9{%2@VYj~p9yinp=SnXSZ35)Juq zQjl`Bv3ThzOLTK6@U7NH@E#d_fZRt`<_((k{vkV3Tp^>r{5B>;^1^F?yJ3;pVN>+$ zaGX^3BHn5gr8|fwc>g{gID9z*pEPyS`E*dlgZFgJ!oe8wiG}^CUhf_Fe@Ej~t#^6= zH@m4iU*4CEr|OKS9$ya=mH+Nv`i!tcTv2U!~7d%6)_?o<)3FAwf29iy@5Os=z^-0oN~O zUkeU=&w60V6TIyBc^yj_9Z3KDqMO>sZIux1FM=dsxQ{E2?u$r5reQ;Y(t%5lcR%!bk(lzi z0tQZLuVM))Zg)Xf-hj;%}|!Q;NwzLSWt!#Z^vzZb$bb%W)x6?Hx> z1l}t*53eLQ6LcEdc72iOSK#QF>1>##rAqG5ayt#ZrHaCZ`)oL1X_m&tc_&TV%_L!I7XNl^RODir z&9H+3{QK%mXkp(>P8Qfdr!{Yi?o9eXTMLAjl{2jA1+fa=UMLTiYOf{F{>z))~0NHNm|Z{=_5|3fZe%9sHL(;yFp` zT)(u@{q57j$z~(Iy53{O%f_{o2;Ne#UhZ3W1(JA)JoNg&#*-(thLg(kl=2Vq){h;( zn$}jB(NuYH!Ex@h{L*YmolLs)5Jc69$$N!Ja;=HuH;6{BUrM=7i!_T{k!O?~-|iyT z8%v0w>bC$#@o4T-1cK;!h{k*kBY3Sk+V4pbVc%AVQF=|uSe|u94Q~*^1PoI%feO%u z=2l6n*89`?Gg)GhuK&cY=o7=f#(u^Ts|7%<8lK3^HEfxd70zF%Wow!12)Wl&kJ`8>|XHpjbln7 zxU$+)^*G^MS{pO>{%a}AUw_xqAL>fRP{qCFl?qqk58pvvIpduAB~>v}{Ejb<`C_oi zdtmr0PzBXdX>(6VTE{B<(5y8*dm}+|U^Y(3){1pe4bR;#uvwwcr(SA+H8{SCaU73y zk&wt8?%#R{y(wUB27xCo!UQzQY>E$|t22Rn)gJPk$Z3gk&6dBqxBDJOy7X1%@b&@W zw&qf_-(M3o2zq{nJv@bFh8_f@I0}lOGnxHZS{Zlwf3yI;H`VP3^RER*KWM9a91njb z)Eap2<=x&Tj_v_+W9z2-iL#?ptzB*jK{zsldKm@??jc0BacQ_vZ36_(FGykr2wy^o zV(~bZ8Jdt(WCj6pZ&{}x;MB^XtMQDK?5*|Iu&wMq5XT6L91j_LM)JqhTb8jInPj|; z!S{}97gnAEln*LaBXIbI6)Jv}^@WK1J6bMDQx=_8$u#LOy!B7A5*O0nN6nlGcjZ~V ze$(7z*8w}IM0qE#98gHZt(`YhjSeq*=aE8&75I1Czz*aM6r;i@q&OV8<|>u^*7;>L zm9s+TCjEmaJXgM^^~rb_oWGE+2ncsn7?(*s7@UVY&CYWW~>LY>=fmeOff z)NO`7_%^8Sv=Msi?cb>f+ylK&&YXm-d-}K6*rf;TutcnmIdy$#e&~7&jsqN#ay|kn zgQCkRlCn*MqKA(TiTeYWf!(FUcDv@c8=pA&)hsqbW7nLpV~tiKv{9A0qXU4cZ`CS? z_6=JY(B#bE`TcJ<750U_$0K54PJ3ku3Y9eYXyhbQ8uwKP%yC>nwMr$;0>{{d*x7T| z#x+1y8OFu+dvWVZ)fMe?n|ww#7onk`t$_qqIb4rkfYz^SA3#=N!J!)Aw{qg#8`Q9l zN8-m{^wcEnhe6aatq5^W!)|7cABhYdR8p>Tnqk}6*;<~ZtMy&(;cUhEghl3`GrGJ4 zVRn0j=H8rKa-w$fu{k@PJ(D5RG6;gtO8EiOwJBuhHGIt4QMx^&X_iV}rJ2_>!qod` zhj}ks@T-!N8&jup?^ngWLu_Kfu}9>;=muY=h%-b4E?ij3j!Bs$T)j*ZWwO%_AASPY zoW9>b%J}1mQP%YOpBkgYBUup(%66+LG!ysM#`DA*klF4+F)Jl?EhYV+9lSpp#+tm0 z%CfwyqKn&lR6`Dj{OJf@!Cl;mLgDHsjYoS8?o$?V4b}ep$8p@)DEwi)cRhw9(;HzI1oh%iSETZ3V29!-vDthPe5#Y>1 zZ1oe={!=_wgIQx7du~kVuzF^v`pN(c`G zpHv_7Xt`dtA0%N@RhQO2);gRDTM9QZPI=_d`F+1o_z)?H*(ilc7$h?}hApIrBvF_h z_*t66P1G#JD`$5*i0o@GyzCD$KTr@^ClXR8*J9E>{B(ZHvfCVL>4j6t9n7aGT=78J#8X{T6C{f7>$E013p+Ka8 zUHls_I8YyF>Uci{(H0mt$m?{{HS`=_?IB~e6|cO~%8-H5gpv~v*(MLDnaI2lk+0Y= z99{*yC6p;5S=eJHvN(0=s8c7@jE-OUBc6v*%XMt|{7JpvkxXw->zm z)jMVIC%=7#OD&B1ynwG?8-eM|-v*b$4cHt_oW{;(gZt5mL^Pw;$r@^dr2~mcfW6w6 z2dEUXVys2ovv`NrN_D>Q4gxv0Q(JXVGwb7YD^mqgCi><1z5f30#_ye52X$CJ0v3+E zIKb=idMQi?+T4=ZGSQ#PXScBaEqcNiW7$*iT*AfI%YZoPIF*$H#&}{yVPf z%0_5Wwzkxp7TF<=K(4H}Vpl)=c-cq)Sa5oNqIFwre3f53mO46fvV=daYZ#sW=ACkP zm&X9jS~?w@)EgG^OTl|K_BH$QC_v*QZ?F$PY@kO7;4BbbMuRSdxv$B%?;o$)JE1eV z)9xq^pVAdk;;Hi}2d>{Y_;ut$LR&_!cJn~*XoIq&5?oc@~3L(8G@$iY?b zwQpXt#T#exjP7F!w6CvW$@+Z)0S-1=JtOR4hYx*JHv=qLhYxUO^!xnQHDapcv@!Lt zIp(90Hn-o1Ti>~49Lg@@pt5a^=hZ!hw5MZ$@T;2gwDPb&-#QCQxA(#Ep~!O$e(*uH z;!EiBBUFfD`8^#{*C(a@2ok*XO5vqLx7eYlpctf@D&8+#p!@8&8STnT99Nr^lpYC?6g%pQ9gei5Xm5Nzj){f=cf-RzY)lf>znYB|)@0IeP4>1N1jWa}e3)l|;xNp!$ z6J_j7h7A_{Bj{f&NujrlW<8(F*35=pgrdKED#2~S&pM~ndwIytrEr;GYPeqH1C%>{`g4pLIA7LKbOYaYKeRv>H&kUk+VV^0?(0#^t9$ZS|4p3 ztpcM$^5~;a^B^>8<&mA0|prW4wP`3Dd)Z$&@Jh%E&q(DOGiC5XP1O& zet;HwG+Zx=B+EqplfIKfwF%?J;27S9V}Qk1lc%sF_$>k&@(r354rV+;Q0FF>+Vr3R z>|M^EwgMnfnKTi*Or~JBU%m2tiRhn&lG1HufE4`pjI*|W{cW9QNczK81w>ahJUt?yR2FtxB?XyWC7KpwpX zy;{Afax52N>Hh>wc`CSc!W}Q)UN&!yR@xX_75j#Xb~7vc-(rz1(UC3TVnR4DAsxS) zPL3!9J>&&FsL6zl$%Op^F*jB|FeX;whBU!x<4f+7eJ_2{qhw>b6M1E(uq{hj#M}k1 z?T}$~f$j3?(DMq$CD#?SrBmghwPl5Nk=#$Ado#-Fxt$;kSLD=Xu3e!qqT473r*)Hy zdHpBQYexcfmZf`h6SPmmstNl2vK^Dpd`kFp!K5JH+pX7JjN-fkZtc1B>fy-BL7&XI zU{Dt)M6Nbpo0sX@Ip%#8J~dxx`@=uE_*lZu;#@breIJ)rJVVXH1)Rj1EaW z0TfHH2a|Aw&62+ZkO-&E!Kd(*sc|jj!^bZ3OUMmYF#>Ji<-3B{r*KN#ol-yvc9{*9 z*U76K2Lx*vb}X;#7dyAROGU>i-h6yW;CN@_8M zsdlPVoMh-xxm7FOMJ>gBu+?Lfd{Eu414)^KnQ&zL(#zD-Yj9j;JckCUoOaj4_^XM` zo`$R&;W0wSma?`!V92G*Ou=EEVyyBa8{kiwOwe+ej}z4lgaN9+HTgu7jGsK)0|tL- zn@k*XFuY0ZWF*8m85Ijr{Yu^Ei-A*i^eR>|`nAF_3S8*>VCpAeMCFaiCrRYH2a20H zbVRM0z-Q4mbI)J2F>7-_w2twsJ&Q$9SiqyaaLHY);0#_L`4>^XI z>Oh?wr8zITPzu#vRp9yeC}%5mjbd(Lr3a(aU<~HbOR7{Tbx4XT;}sG{uaZ3Zs0jI+ zy!om87MwQ|v?-(1@{D%$T?9g1yq`1tf#g($Gw!-Vzv#L)?g{O@?YcI+tE$*i5K2Q% zFY!0>p@H*CbwAV_SG*dYB0l#AS-uJYsNM2YKs3+ct#`;MUU7^3om) z4@YK|uyR^EZFEC=s;-Yg1%mPH)bZlV0iQoIZPZa$#DeVsRh-6`n9HJnHC;`bFCl!& zl}smU3sBWSP?1ad(rUPJ{>uzM=lf2!;Rl7$5X29h4}Yj1KAvvB@R1yo#jWmmB|DT& zytPVH@>drYelB^-5%NP_`P340BP1ZclI&yXk(}W$h)np?Gh`6&O)AMOp|X)-PH%T2 z6|n>*vBcj`!w}0byjemABSRS@LsKI|Nu%GJsHOUxW*NM@Ku~?UiFa(lKl=}!0d}|s zZMX)G^oAS36Amq;M4(U@|C56$t?dhyA+h_&>*dkw<=E@x)J)$E-l%Z*V8U zFz0Tn?)s(T5qS3`QPHsT_1j?kyIu?7OTPj*tLsu%J{BBAlFWhAE8hd%9ZR@)#|shy zJ7w#Fgf&X9wr@5dpnQZE_jj8G#K$oBv~$}H+rxP)!VMOlDsG4cZiwc2kv8exo86Bz zvYkr7h?XB?d$XCycB5WnD_{m!DkcAvM9N9U`SKs8?ANSNKTgwYUi;g)2gVr$qL6(( zXaK|mx;9xc45%6l-}=|2cAAqFP|$J&EBhh3el+ScA;83ZXB3==l_D9>`*su$Hz-Sd znC0Id%eq?`e?jhXf7Q7tw|e*%`0l*^%X>ktuATbs2q+p*`Fv6tcnf@ab833Dx8FJ} z?>u`72s_1XivaHoMmo!QKgUv29{yyT>Ldh9cS~sMz6XGFY zd=99I@|*)o?>y&FL0A{Q#@PLzD$8{R&q28;cigJWJOynw8sEUV&q0d#S3;kbFB_hN zL+ z$UHYIgh?Ld8J&Ik!AYaA#uW#;_Ma{G(RFd;Xbs*ZcSW6OfHU@PFjIleH{Jk&g!D&jv z*c+@!8iN@7qVlmGiFNFiEbkYf>Wm@J6J&TQu~@*SR7jxo5PDN3AVs2I)_TknY-CW@ zDiNxzq+iDA&+FG>pMswp-l^jm_*BG1^*ygTzONG5|F>kt^&Ke>Ux59gdzoEdQ-d5j z4dYqFf$n%ijHD_~s9NelNdzF-0Jd+$8Nppp8}C;U3;Z5iXujEMcg+%SgLZu9$Hmj0 zY!j7qb6J7(0Mtl#SRe+}vIkjXW>9EyF*=afsv4=d;O0aWQrKb9acp zJ(TDwFP^g^*$Al?^&67=l_iKljglqE^g~8D#HGYg#u>mZmcwld2%-Z!@L!FEMyT0) zk#V70d3p!EIKHFQ%{GpqZ>0-y#nM~N)W^SFnR>*xQXWT zTf~T1AUJZD$WqH#Hixald6_xS3ezj`@>LO9BH6< zB2qoD+*I6=wB{1soojynXg3j+%%~2r&)FV2ImKwOB{&?WWXT^3ZgRg*z_ndDkCk%@eY7DT5mPiwb3*h;I(Uo4(}MS{l>=JwQLQpjq3ZAT|87|I8$@sP-U;SiyXIWG4xXMy zUb}AJ2^x8kjo%6Wxf9&Hb_GTqy~w`b^EJhCHf9K7JlCvLWj zNX>_>8{k+rnIC?TN;e(@!6$~IE; z6jozU;NGcVEHbsR_}QHn(JYSrM;+6#;t&)Z89_n(_L7k7Pmrb6TcuY&5op3Y^XT91 zONb$}hUV2y`e`TJDt*mXc~o|-X#j#{d?&J#An{32)`U!E@^WMkoVk;VC5o6#=4A0^ zI4irhyq&nw_=xi-fQ0ABK*Vs};4#sk(V0Vinkw$-wQFgg7qWgfW`Km?%pq5obBWIj z4!Bl@C)C~n^ur&Lj_Y+#j0W%9kc;O#1m3rVgV?juTZ|FITUR+mmkFlH;b3oNMlaQQ z!{SRjFePjRA>-+L!UxWir8}Ak7#_pp511ec*kLQElc(GFpG0Q4OZO>^=jBb@oIMdj z;+!Iee9~rK`3d1>Bx@cg{iYTpX>h4{Dw;^_DCh2FZQ|i_m4e(AEm_$QYW9AqsZpc zcgiX4a%D|0W~mIDKfOBAsg|2moYH%{0;BeRUS`SRQ#h9t0clFkim#g#FZabLe%#uQ zKX2G#TRfGy6x?(tvmcRw%qDdSQPu|CPF%$D<>s-etrn>sSLA9jN1XrCUMseL9WRV0 zM@}SHr5D~$sg`WeSL2KkWQJ1jffNr2(lW$jc%x6RSJ>fdRdoqrPLio4EwfZsk96}+?yK~@FursislV>-Szy!`uxJ#{KCfk zLcWcIB6w5SJEh4ZrO7MhRuRqqwUqqpj>}2B^qEtp=9~TP-u4fECbLY65+rOs=VJ5- z!QZgM1yHx*Xwzb!tK^0j1k*79l_o#Fq75~`kzhBXdP=^BI(9P5iAo0l@DNYr@z#_4 z<@;r3Jg6$?IOUTdcm6@fW?ga8X5Dnmu%|83!(oQfg;2x= zPcE3@J&j^_9EJ3)NNU?>X03{9x zJ0cOpX@K*UjR8Rdi*OI{6lV!#(e&(ifmroO_tUB+Vk;A%&A9Ti=PtHRMlYIr`)2j% z+SgghET>a};*gK{v&&Gxr#(u-rmMTB6hf%sfk+rGB-_;V1~Z#0TYlKYiENi2(OFqy34Xuvip3Y)vgDFGf zDT%~$C1X$Is#aQKPa0#-d+@~)vsq)z^q+%%@b{3uq}i}t$;Ad}-50u-;+RQ0HI(Mk zUxyYjz|CspeDE?7h;XS<=RbOHjEy|0D&wVJfmRk(M?o57?E|QU8G_%j1)oo>)MJ3m zO6L1P`s1W8L<~&nKZvOoglZm~bveD& zBewQ-@tNy18u?egZ|D>q#NXy^w3;>8s9D$4@8yN!mzp-*XH$0ABYJuJdaqg z{@D1pComAmLwtBT6hI7&17pL7WgQ=>H9{oiqV(ulG(tk-SHI^f4J<$W%#|s}3yv2@ z)0iHzIf9jk)f}y|ih)*+z{ZPntKXIumQL{nDkj0q8hz^eb+L+QSz?y0t~svt+e%xo zrWP-rdCKeeXxt~MYSfa6PYJpuL2}Hnx}evL5b&gzueVBPSZNAa`#_(krxbk5q%(8u z0HWA$^;@Vh6ng)>I`6GO~H-xJYUIvq)TUSjV-&XxRJ%BOZ#tS#W!FA4d1P?ZPy^Ny~bs`{d;!oHfK)2-KQ zrNbFR-%6*nE`z?x;o`YC?YlTd1U*fQRm0-PuAnbNqQC6t>s(ugG6$>%8z)>883H|9 z_b*mZrdHA5F??g+Nk==^Oquydh`46Lh{W^-R{;TLYy5x(sASS6GCPy8;K#m}$38zzHsVOj9 zQvC<9*~wPK4W7|PD+Q5J{?Cm+5k3=Ude?AmD3{7D`Rsy=xwcz=by}(W{&vTC8#LaTUZ(>^&XdgJGc!zDxKOwQpe$5Pc!LZ5phfN*Ds5I)Tto7`C0Q}Ba<^% z+9GC}YXPWnJ!M=czu;cYEpBhtA2emmVG7J^8QT_?naNCGV2^xA&=2pL*wy+rXou4l zlorZ!4QhufJlGuB)ZPUxry)JSg4!{IoJ}6W7F`>iTsfg41|x3eCd@b0Aze~u5GDi{ zuuToiCfaAa2-o1k_aBy7S7lMZs#@eFa+G&uEOH&BwktV>Jk7*L!=_$Aw&Hsf=9-^O zZxy8hUCkispH7$FUmiY0y4lco1*WJEdY|mSvNpc1>f6_APWn>E^w_zckTgNPFjz@c zU3wmQ<3;b#%zO_NPu?`6vKo}ge(8`l+pqa2e49QMJ6f^kU{ANUc6qwB%Oj%4O;W4x z!7F2aIIKVW`26~g@ze&XNuv;P*}X0Rw3-1~#E?5LDyoHl0W~MW^?*#h(YZTq(KJyy zv|R$-dJC(=L|7<`@=zM&U|oi2rhH0kfsjAIOKO>X;^9B^WV=qs#{T5Xlw89!RDAM9 zPP|O_Lx6_=2xW4CimJs@g|UX2F{Ckiv^&j6f*hYMdvDX_2VW|Cr@Hv7n|>{RfaZaU zDXCbua(p9Xp^g?KztfLm_eb}odH{9X#HY^O!KKM$hj%_2wPCxB&(qJFlyNd6LK4TE zPMdy$Dov;yxT|*|V}a#2%(%k19>tR6a+t%(#Bs}pI|Uk4I%gFuS8C=-**T?~QZ!d; zz=A%j;0EPkme-`!){aj(&&)|_&YM~gTb5`Hk_@B*_wO|s5u*5(?BdD~J?SXj1|>UT zG;vi3Iv%x+UohB)su}=EFVcKORkds2AQ8AS1L;88}CfOh^K^B6ZRd!@c}TgKN+XfJze7>2wSn&_MMLzP!v5SlC8_GB9&anurq-Pg^EJ24 z4@)*w(9oYy2PKsz`1uphFg4?P?~WFK7f2MV)}i~xd)eD56SMbowRN9O-`8&$sAewZ zqkXp3cD8i>DrhHI=_U{%zP*Bw0OsI_7L#qq&+oYKc&gW<%lTG z)1e0vF!HOE!x-HBHe(FOvU_obgCBdguFYn`W*YVg^oe=<(sTC`{k}B|+)u`RR8}gB zb{HwD+;Ih|q^2=6Pw?Wz^e5Ew%=JcH}I8C67 zS*IK~zi=J)UtVe7K`qE1)NjjOB18kS+Lh1?!U(`STSkQJr zB+y}4Dnzl?JK9)~>(cy`B6ef%rTD|LO}CQwyO0`o(2{Ss-Kqfh)D6|l)z^n?^uV5G zEFL$q9bEXSd)=ISlc*Qi)Yb)6i!|3>jjBFP`c^{tCasxLo6`hLKUsL%tkoFpc#824 z18UAyQm^A)CJ8ebNKFrw9R!p_B?p?9P}6e0>t4+TNx)YHU6eO8YH;+R7&l?qxoG?2 z@40+(T6tP1kWIcz?|W^mFBe$e!%+4cLW&2$mTl3j5)F<*b8!n&7u|)G!_eF2+tuzx z0v0u}_Fy4IIp(v8;M;GDMX6{3c9&2~9FJ1LfH+7rr?Fs%+EKAWWShPSTFgUnJ*F?ue>XHFA;@R=Bzt57w7c7W_f81M4lFSEM3U%5uY9%<)I zUhbj743r*eZDrTyTZ!XQ?{+_ANM{R2ykLKKFlvI$tUi%Bl1&veQ81Ei<4JZuYC`vD z1v~`g-loG05vp(YvP;La0mAh(;Y|8Q!Blc2>fMiBe3fBQo=20BG*0tDcLi9pr}@1N zUQ$~&A7(G+m%FrM4{qlwJ#_;uLrufy;AdNLo9iWKTa}Mi|4_`oe>{oM@sY?4q(%0M zgT~88UQH>qJzwUc6F1=@Ls*2>E=jWG7C<&A*~8J7P|K?N_clPHf8?+2_|IHEhYEx( zRorg=9|sSwSN9<$`$daan0M$#jez0tT9kV)#pUut4Gt1f1EN!nvDl&5`^v^-)D}Uw z?3Y zqu6#fdDj1A+t_-ZpqtVO?B^K3NwHa@=+g<|1%C*0u_})-C;cFg@*!;gou`WAT;GsQ zkO3f3coMF-0BDQqTo=qdwDfPR===uj%X$2U!LfYZ@>)>S#o$O&UKMM6gDP);A}=P- zT`wMcyuc!SYD`mFUR7M4PT?{l1Zj`(>h0riH3V~v#=tb6xrFVo8}L6q40$@-{8E}u zM{Cma57>|24Q$vrom@u<=6&ANyY(LYX8-no4eDMnZSJFYkKYZldtLavC+N z+9NCj$!EWl&%PJ=_}A{GIp@%uK_a}kKYPYOgdQ7c*k&>PEIA!YO!!R1cr;>cPsIMy za?kcTIhFGb8>v^AhOyD)q*fe^h!pTly#_a3RO3b}T>|qoE3~benUnPiJ))&Da>nS) zj@~hNM$2a8bkKbmAXHU#5P0c<13cIp>J;5mS>1!+kO5Z}tzjiQzLAgt;HK~I=l|6u z2WnZl{^bon=$*BSogjj*NY0{uUDo5YKsLyDQ#}K(I)Hb%$#V5W`zWPpna8DlQi~r_ z(zP_CeMJ2CK22=TZT~w+2V{S!zhj{FAje892)%%9au~U&F3CM1)}A)$;$xjZh!bes z9tmUx|7y#CS>f zOmpE&?HnbHSX~DK?8TmlyUW?fAtrCH6Qa)%j=IWZ#u^fi1tM^c$GG zLL&(Otlf*Zo4-P6#cHw7y9DLh7M@)oPhnh1*SBdYbU|wG0+nz=4nLg(w>dC z1LKlpm$IVbCAtCLh~);-jIhsvVqN2yxq?xyuFFB4Ud?WqS_$gsy`PhfrZuIeHL1bR zA5gE$mO*59({0{DkF99vxVg~uuFkhxEbP*Sq}i%Hcgdi6g7olekvMz>yCFX=Ub#0B zRd5`sG>Kd4--D~*VoZ=}hj9kinA*`ykT+f9^;VhM*VVu8@T{e|Z;so%2!_DfLfIF7 z`qr7GhbM2sSGz;b40&pOCi2{0}@wc$a%O72<)lKGIwF zjg% zGv&vjP??%=1wxm`c4_jze}z>L)I)jDd?74XP4Qr^6&!a=o4L~7fUk4@YJR1l@vSAS z_Wx+@Euf-myZ+%DDM3IH=^8*pL}D0V=ne%5>F)0C5Rg(*0Rd?dke2SD1f-Gf&Y`>K ze+Ipu`oHh@ed}A#th4s~_P)+JSI6F09Ifc>8AVTUS7kl4mG0K2aA`KvGtle2Zi-!- zC^z$JpjRBpd#{_~)h5a#;j5XRrlExWiJG>Ea@Mp_ClM+dI^7doqMhD?IiaPMckVUp zy0)R8rtn#-9`*qsw-IKCH8tNe;z~4}RW+}NUK*k_g}*bN)e@Jg z8)0QqwC&LkSIflZGkVHYt(l}tDPR6mk4y0iuKxvpd;AN~)Tl}_(|5#HcU`*qnEYuY z+t5ah!@R+l|FO z1bp|1ype2M^DG*ubM%QisF7P;xiP>3YcGY6`w(Qubb7 z=x2bhzUBMUT~<=?qpE0N4?6^jEcDzp196>u6G$eOJD*5#flHfXa3ihtjRWb(DJI&G zBA!x@NE~EA>_q&9NV#(RT}V@|?(YE-5Ku<#ypCL9U!)j9RU)TYm3gm3`Q|KCn_}?u z_fGDO5azqIJ)>`X);P3<^3afQ))(w!ocE2pkdLvG==u9uH}A4j3e)sXu6eGwuuhQ` zbMI!)d31O)aRDJkE|YG_$tXTg&jTKJdUCxIR}4}BOo=K~ExyltWNC6zL3^p0;G^?k zS4T~0Lam})y{A#tSdXc!*l+;oS{>Mp+dtBbtajYDDA>>vOw#Q*T%wdLZ>0t@GVCLb z(qA?@W5!9l4Ax`6wRBuJ0-rr{m{&&petz9-H?XPZf^PXPOrc)Br<&5ELa&66+NjuU z>10l0cw15o__oOEB@U?;=vyL-NdwNGheEI$lPv+ z)+!P-nq=Ye%K9cKgTm!mzn%vvhR5?}(pNk>VACWEjR%SaDYK2QSUE?a%MtNkx}B+l z5}^b}sT7CH2@LK0+^fyt`{5q;J%L84BuG&Qe-v0~O6cMf!f#qg;#CsK$0zMsSm2Ex z2}g#nJZYY&biX-#NAx1KgbgZjuN+XxKhF(S+D3WqZh2=B1ZNC|JolkmSs!#2nE>T7JD>V?Sza?2aXlgrB5Gk?)<^h?T?9Uso@zg}B0}DZ+_P0dE+yQmAkz;xG#rDUUCz^YmH6};W z()C_yc&X{W$nSthn9ENAU9VdEs8)asy!J!ss@GkMKf`GJbK`OQAU#{TK-|;LURx#ZMimcKQ7hv%m6DohDhu zP*@!WJfYy~j=>k~^a%5n!Oc8H%V9aQ9mfKr(gT6F5xONdw_`P*rD(bDu$!F{%mq$L zAxMRFXavdNChxw2ThMyr+;>bkt;`|0`$Z|u!t=Hn@M?8hkD6C|C7<2IUQTA&;)i$K z(lU!QvY}tDveGfdLccgG4kQse#716zv%+sfF1BSu#V~@*E_ zA1#9MVE4`>%~VRM0BC9{dK=%^D;Ws`OMMOy3NvV%&-H3(Cqon8Trs`A{>+uav-B<| z&d8WPydas5i9}Y-RLlrlsb^$?p>Z7DB|gGds%7^wG3s=;FUIGcDsC8F9YWdK zS!l0U$g}@_@~mM{)jIJcNVNPSXh`e%9?^(OA6>nKMCgt=hTY(9ivuy?Y^L59C&}vO zLm7Nd;@XoG`jwPSCu==3JbinFxQB-z{qktH8p8ZinN`Y;B+eXJml@wnS`i!b0CA>Dn zEXCprmH@cQ3kAB$a zGT$+sM6_)0xXuadw4t9P^_SC;5AIrOknQ3*m%2Y{`ulL2XIPi7Uyh5>8wfFBNt9=S zn6UW%Rg{9Xa9##$bgFrWR`%<_{2JE%o;3o7=l;{S#5-T4_^l$^u{@9P=i zjkLwj@T{$_n3eN5^(Bw|_5S3dDd{_Uf<*UDYwny5))spf zdVOit^P|%nTnMUcy=T*WZ={fHN1Dq$V>9mvy?(&gJww1fqgKU;;pKc#9(%7!N2H{BApofa@}1NMpkL9z zJ3WiX=C(Twi*pVU)^!L2yB=3I!C?|#VcAncBJ3G=9W$z8c+XyKAHUuh{vg%B0-P7B zJ601l=CT6_eHx3FZX2+MK$;!1@?7~-!qh&$@*Sqh7T?Kwv2b3-h|;T3vJj3)P{dMf zJBkHGv}D6&A<@^@@?NZSOVN_IMk)+)s;of)yF;HR-W48amXI^c!=n)Zztpp7QTrTH z%oSM7C4Y;LMozv3h8zlYRGeBIi_U*&AM?zS9i)6Kw59VEmN#|*e8#qcf^&usthd6P z=UqMH>{mx4IPmfAPF~1alb(`21NFW?V8j4qR@j@9qTcCakFI|A+`jEZLZ^Xef5qlZ zJ*XnL6|*0G>8dB#WCkxa+G=E!I-*>Xy=D@_6yt3T87Z|n-nfra^ip#@gY<|2jrjF_ z98EPVU^kQ91V=7>(i!^p7tWu0Mmxk@9Q_(x@8S{m!P6a{+M_zQUbs6Nvr*Xu^@Lx3 zp=Ez2SntxY2{VOZO#AZl^6gwiO!YX33pJvo2q};8O>(9?2@KR=IIH5G;uXH>i(8+5 z)3+_WMl_(oISsU6NQ;kH{d4OZxZO6#xCh;kixp$fz-#(@qN?;&w2vqqAA)H_zh_H4 zoqhO#M%3fFNa`tIHpb6D^F0+HZTW&TTvN5?u;|)(z5*|NxPj-hb3fGGklu7}5l1(< z`5t&Sf^_&hm=NgSBtorDwhrJ07Y6&m=5s$rFpN6FLSA zi?YpsC{Hfy3{@KH68;&9xfvy#Ec1>|%ql%-Ogx619MuNI-EAD`hhrYs2HWP^U&phOabn)@Tdw*&T-Um>*+x{C7GZ|D1T{Ci7p+_ zLQDi!)GOKi7-gA-$NcPKwi21ZsC2LM4y-vU>aHN|W?hOA3%t!$@ojke5y|&DJ$Lsa zM)#t3<5ibf{VF3IbwfPOry+$gtY@Di)-ldZg zQrr8V*R~A^szPLEskj`x#`yuk!byq8Z*F;0Uc+V^0oyE#~cQxg_@_yEo<2bK`b*3zbgreRD-oGf>^pi%5<206bXB6}+ zwz_MLi&@)=BsmJh3;jc_{DBtpQj@g8+H=I^yT$mIIKWDdH1tL!mip2txl$*V@)>vS zK$KkRl(LKRCyEmo;lvOVpBnDq=*2m~&D+)>Z9L;DGUA^6+w;)J2Yq-&ek;CBlf{*u zpo;7}=uW3OLHM6;e1FssJtc9l$ps7f)xg8Ve zmf1QITPZpX@K)Iv91{*Z4f>*6lg;p)XhV1sTc?Z71$~GY-hqQOJ1B7=)6H!Cd?ZhH z^b_g>MF3gPn?8HYR{mZ6gz7+p1H52LCGF;4KR3~3i2DktVo9yjl{8DtILFH(GKxM& z=B!|wzpGYVf1HKwu>B>bi{r_%YGsv5K$XOOX2s=?K|VkCEd(BBL0Sw&em9A^bHI z#uxI$$9DI^I`Qknqw@{T?vZf!BWE6y$FT^asL1L)y3J$iOdFg4-iM-0u%#gC7TS+uE`Rg;l|cY?J@)+W-g;zJq0DAX zBUj~^`RT-?Fa}+UwrJpIo#v2b#IWMsj3)ZsxnoVbKUS@|pXuHw_PTIo7_A|0Xz25+ zj-DpF9wo0aGl|J0u?DI(V3!h9U9d5Y@7%X2iQW`r+I#<6Tk8iMWL{jevDdE0nm^93 z>)T_3aYcXTm8STIC0~=r72hxiA^GE`c(RfoMqo@1eHr@7YM;o-*l)69qx7@&=4C@A zNyqBFWU6JU`5NDo;_@d-lD5@*iB!u{kT4>DLU19b08Zv~--wFh&?0CGOioz#I&$Kv z0aq6fIeOV^ZX_Qyk!!%U$%BMEzV1& z1#ckkhta1N5g$fD7I7a`87&BrBo4^}vZof?(dA6(PfeG68zfA1XMTV&KabC@zJ$33 zX(0Bjt`nMrNeen~M%e<7lbhd>79<0_bq7u*TOcrn55Q!R;?|mUMq8SC;HThV1}a*;Ria;)&Gnd)=OsP`VdyyGdXd+kZ?z@@onUEXN+ z<=BX86fy9oFdr(F9Kpp+ZnHIEzLbE=usXnbP6S;xg*zqe4+aXn_K>U?ne zVjqnTIb+5`O+SskQC4HRH#^&12sNEub8R&G+WRAd)SAewbJD$M|H3Vek-5O@J=`~B zNQ;G1J?ha|D|$Qw)HZp#+QV^a^=AZdG`MZ*Ez|xp;`2Y4evOdr1`98{$yxGBw_hi6 zle1V;`SHz&tnCH^K&lHyF3%82?OFTbbNFi$=aDof_SZL}8{!#gkEF#ja2|DGVz0ar zJ->zGG{xFU>WM$&615Y<;z+dlbRZ zWcixI$jD|n?ziF6m&zlR{(~)Oy|BE>->v)vV+Sg&4c#v;kPZDWRazVLUwJ5Vr&E8&t)afwf1Y&kZ=~ zbyzH@5Deu6` zGA#C4aUk2-QYnCo-cl);Yenp{<3P4I5}H^l-Mow7qPY8I; zsfX04kHV=vVJ$v_ZPhHQ$1!5*UCm(85_Y`fhHJt?P`>Z4<`0~-Maq$GI=v1*rq>4? z(BZsWY_0HB0ig~3-!lcfnxy%vgOdfL3IP*mdY^EL;)ZbFR!JL&o1=38Hd`0ej4F<> zQ5PL{^M@Jde~h+4RlgPr-Aj9XrN5QKg?x7`>L_q$-vLTPtJdq%S2|vMs{H-gzawIG z;Do+$4!0ZgcrhybvzAc<`WT*VJQG_${=r45)K+>F_f|*`7o^X>$?N0e;*+EM%(d7! zbIg=K5imk_;x;|=OInTg1$}@r=mkx{Bia`zNJ4{T=>tMVwrqI5jZkuj$|D(u-r97t zu?#b{fin1T**#C!*Ztme=E-!2WfG#&QnIIbm`BzM{TRpA!u`C*1xo$AM@WKX0hvO7 zdxjYu=mkRnTGwCno2CW(zKynxy1B`G-Rw^u&(EH3>5w{MV(&cmtrg_gsnk*OF-d?W zq&?t$%cV;a0Ya&a3@s_T|0v^`B}Mz|B{tEBR&FZ_3`+_OD~coC49yV2yPSAS z1r8*+4kQH*d#Bhw7~Zy1;L_lj5hG*H@Pbsjd=ib7PBO{S$e0SYQrE}=1LFufE8(^y ztW(;rlXKvqwTBYZR&5O!)A?-;($o1(NP=Xo+62I%ujV2x51`IY!*_yvQCm%$N<0k5 z(Sl|56K3=mm<F1ecawD_}(cF7rdyAed)!Jd3bp17-{nuX$}(O zT<{vT@QzZ8?*TgYPD)c+blc!iE`y10sV1c=(}{=4eGKoE6A`ZDwEM69&qGT54@>+Z zKwW(?C#9k77t=>vCT9Rfp{yjLwin}CuNxc<+)IJ#r1Fg6X>j%VQ>(@4t zn3Y?+7{LrSQY7>5#-*SZ^7=3 zX%@XN`d;-Fuak&bme%fMtic@nwpO-JcZprt3G-kh{W!FOdzH#C%eVanC0NlcynI{h z-iz+)tNqENk;dzQWZ(F9U=(N18R#QuN_Rze8Cx8GIf7kh*|qVhUe2YcC!@;xK9Any za}QZr-*Y0~hE!XdvieX9N)8n@&an*_yTZA{BCA$Fh3;Fv_^oG-os7%->$(fC7fr|0$ZkdbVEsg8odOlylm-|Bm;La$_Y@( z*wXQlJT=JxD#p>R69MX#anI0L!C&97WAYw+!;XGN@Qpp@87h(x04yMD1D!*&o>^$4 z+@qDt+F`FkjM#N*sh7@IrKm$*(G34b`<(kU&Ms-tyL z?{=1n7JKS(v1g@Km9cR=a74z@keZ~Mu@RRvo4&Ckb;B}Ni5D@)x~A_=dm`| zGI|>$WE6=4tQE`p6m&za%HCemy`)mB_h0O9Gkz>KGL}PX-NddCG1Q?9e@1hCUQRX< zR02*mG1S8he;#vvK_rB54#3~07Lv-ZQ70KBU6LnM$W?}U?a1A&n4?QGi#nIrKR2up zet8I!a!AJ9%t1X?6834ZSsqAva}k!C=6`W6d`+RCXGdA@jG%(mcKA^FE^iZPlGAP*z_|??)V|-p&0}lM5~hxBOS+Ww1_R@rHh^?;4g&IIKvWi3Lz9-!##@Wx?pqtwi7XT>)t-Xo=ZD%}BU%=h#vo_mid%C`R1Xt|*y z+q<9l)lXU6@GrfJM?{!$?86xr%%g+)aNB&U6uh!Sp-0&j!;`a3}pSnA81d z2lsxb_2mwJ!JPls+~#0z%hflau)BBC9`Ni6eLli6>bvZp%aRXGu7dV5i1&H9aaOUe z)}KmAWXZcPpU-Xk_e(aOJo_YkPAqa`fopAG^0awdyNql*QR0}Tcb7{6@oYWtT64+m z4N3&bKqv|>i9#4k9EpNIl7s;)AiH%qC&W6sub8F5LvMGELB13Dm zGk#1B^T;qxF^6WRn5(H-om3=QPJGCPlfC(wq^k6Lun0B3I7{~@B}@3`pGcOFfh6Dl zlT9Q$^S1DIWr2IWt#;{llis9pB4k&?OJovR?P7F7XIFcQz)kA|azwD$I+k zvfIrmORMmuo>SZi8D3xO*rV5KGfiXK72oS5kTPt&`+7sSriXUKLLj#sOn0=@{PLJ+ zq)(0Cr)S|<_mub5=YX|q{3+@@v;K|~ol9fC%g8~< z(7S&&cD+~ZwO4#Bn8Wvz@}{D8Gne}c?r=6ncQ)oZ)GlJ zFP8ccNw&Hrd{1)tQ6GTc+zi^6-<^nB+R;E6|Ety|Q;VV2B^^mJr~azN&HPMad}7q` zI=_%_NKNKzyjzdDMP(ZzoRmr6$)b)~r}}n0IHO24)FUK(H;BW6GBUrifyt$-2B zc}qn{3pjCTh^zkIelU_A{hM)Gpmb1(FCOOM3E4r!V{f` zmgOkaQ>>4wNJy)KqUiJPUa`XGjar)|DsQOWMEt_aR}L9()-zk(w?>haKG3-3B5*!E zCQe;MdyMhaJ--MNpQ_H?Fas{>VlYIA39=X z9)@<){nHNx5p<=tr+5FxY95w~L_c9t2K#TnR`p!M>{}Ea!j>@^o+GUBoFf>XyUEaq zCi`9LY}4p+8`J>nI`|E08j7G+ilRFPBfdVT&2YQ3d1`yxtGj&yDSn@NPp`|>)9mS5 z30621v%u7gcN?-bPu~>ji6Or9Uy#K@R5+fHM<|)4a zcyBhsiD^B-OwbB2zGHTzPw}<50w3PMn&T5XCRFcpu~Boe0fXdRp0FgRbT|&(RADPd zygn)=r(Nc1%HZ*8XOYiP{!4R-C#Bx+RP4>#e(=$;085*6NDh0!a}b{$&Jq)Ioy!>k@y1)|&RixvklmP`t-#F$2 z?aD@@$V)xL!ivj`A(DNYuN_gOmkYID&!OIdfYRWM#yDr+qD8$ZSfH_(L|>%wZn8Y$ zS$i_iY5@3?Q4f81O|lUSiPJ)Y5N)V!4g^gD@k@?r(&sMkQgJuIRye|{Smkm~V~mAl zki|qnO=lTqFUqXs3Of?I+}(lP+-SeKokyaHkk=vYsI0Zs`_DfeYAcQpDC z7dB|D>3fL|`>wr5KBDdWrK;y#b!>$!$+y!E(3;=Qk(|vOUlz%fcknsIc3)cdMTaB_ zl_mkpG>f^eg)D|}COKv+Hij6Ni=htIGmZk}h|LMa-J9=8oTej(IQcxZU)O_M+@ef_ z^*%?FdC{RWT(mo6%DX+ROi+349~J6ZDS;J{pt2vYc&{_BU`{~(hzGfy=9FPnqwYOn zU4|nO1+f)45{z{!2Fj$Gz@_h|W%f!}l}m{;%q(wiFbn zQxDx~!ePf5&b9c=6GcU%6rFAGW;~aQHGU$;6~vEM^|u?~Xqd9xoZh@ynS_5>c1#S7ynZ0#Ga0T{Ixd%D$zFsqX zuncPp>sZ}wG!+8ngjAh5&xCubs{hmjE|&EPS%JE5X3(Rp?9}fcVCf%VCAU{{+||$L z7t|tat|wx#_grCyz0bx99D6ObAwr7AZ2_E0hwT=RWxW@YR0=d!l2nQ`ek2V}Y2Mw3 zkeylI;M3e;$duafH4~3svz%Y?tjq$hPxO^O+9?bk8Yh2cg8Z!6mkgB^U^1!JdLUQCSS{)KE zqm#~YQ-UmTNwn|d6rlvVymLckWUGD{NX}MGNiuy01OBM^c5@pRqg6-S*Jl&vsAa!aq**#$?=W?d{DRn?+pr9Wi zNArUB3BJk0*H0dpJa~bomDjEY=LU|pTsf!kws)EkAwZd*cFPP$-AmE6(`Rh$A8bca`=I|WZ z1UlAJ{||Iu-&&`C8TFGmX9^MM?eJMC+m#0<8v@^tp)|llW{=a|u7~UJ8sNiqC=KKx zvk~cTOSf>iZl7EiO<&-{e)}t0`s0H5*3kLZ0NR({bSNBc zcG%z5LaO>i5eL#YIh(UdssL-Zo-YlOjPav#C8Paem7YcwCy?ydLC_Ju&surajX+>t z2~BT$hUe8fe4zp#-vu9Y8*Tb0Xaf7Y@Rj=MvQufYQ_Ws6BUg8_E;hcc?q^-7e6WS> zFz3?lL%b;HqCyf{E$=4m*-5h4=-lpeyV-a0<&8c>!SBMk*FJxP$hqyRjfDEC{3)5} zwD_)f$5A6{`&5pRoGA$V(%#V$5uoIr$KtpLi7)bwOL|y8a3C0X%7AcInl*h8T0|&l zT!Klum4oBjsh@*`*E!E^Y>!4taSPLNJSpM=ik)5v4|Ildp12;&^|rTJhZ}K8CPX;& zwKrMg^Z|U25tnH~ga;D7>TADx%!&RmTK-$&KnBT(LfsB>#xTLizx?|qZ_^%?HM~^?TT>mZLl(chYw}&R?&x* z+A-QcFd|abzPS8R5p1l)IWUq0?Ms{?`{1I3SN-$5>7Nap(BYnG5hdHqK&!XMd;<%3 z>-K5u_NbJ$>8)pZUD|kZ?mX zO4sKo!mTOj?mb0$Ke1xdiBGCBYDpU!kLvcUN1UuMj?>@aZ`TmIjC|Cz!Wb#F*juYQ zxY2>(_EPV#-!A#>)sOYGdg)wDt_U-onj=Y!zOWMAEVNMEWi~Pt-7MylZU8nDzVMlc z9u!+jO$*nY_xmHf57L_bFc7?nA>>cp#!AoU7!K`GS4;ga(0#T4_e2hY*t@BI>#hk{o*2UP7R=nusbIG5+m1;lyd@hJ0}ihSsSJ3L0`Vg zKWBWsx$Vo7lSoCnBq3cDT;XZiqp?{V>H%zKCl2-iwiu1sQ_u46wmRJ=@=G7_yjNLW z;(0ho0wCdkXBiYF1mFXc7tH<9fr2m&pJFFIHhn7_Z#yTg#a6Y>W;J`Q5sUo2*=*=N zZ*?-!q_)|5QVXaBuEzcdMqod zgs+(FcLTX;`Z-r()id6LJ;H*LyoQ-r-I5mKLi+$hxe!9RX6*b)ug|{f3*t;$BeVC{ zsB<+In4H^KQog^Boa`4UrL0?zz6qy0EW-W%UXvoR>!lZgjsx7u_| zr{(8HIdkr%=G)!T5(d488AD7`;D{pZc0Zc7xwdX$68VE+~w7sVc0$pKo8socE zD@|R?B2kV_UntZ`cP-_X-b(R&XYWf-9;D08-79+5z!YXT$y?UIgys8=cS+}7JyQi< z%1;rqgKrR0-jClPJ3127*cJXe&;}1_`Hrygr2L-Si^8f%TC{g0trx#8TivMwC^ZkQ zir6iS*a2!)bf5t_ah|f|9e$&6+*Clu*4WqCR%h9Glo?>{T&d}t#j9IPe`6`_Z;gyJyL_}M}LG9Tziqf zl(R+n0t1)GoF?lMgOKP27O5N4JbA8*u~p9%^bBz5BsH!yy}3(vh4@Kr(@BYqC_-#q z8-LPF!|m68OPLi8v1RE`9ZLomGydd$djC^WNOwDM29H37=0S$Ke8Ow_1dZG4-@!U? z0!CS?y|qoI?W*ukbk8TdRE;-3I1lHkVqo(8-q-J~;!8|7)XRYB)D$EPvkLCi<9_Xr z;lSk{Z~`rZ{80_EGfk_5jY`bKNTr~vPo z8@BASWyJiPhcX?5EY1BdWHnxUyZjsm%0u`g)k;_hIbd47vh2Zme*tGFaOK|8{}D(P zHWPX~c7#9pqHBC!%PB~L^BULgop3=xBe+rg&OUSuQ&LKZ^HcEZVoH+g=j2V4g zF_hWx!D0De4Mo}aeGa>KR(nPBge&hL2}MsiEhm2E+*2&u6w}$XlfIVy2BSHKe!U4E zE|`lOJ_A&zVKiSqQLBX?G~EH5-O(3A*qHYrU6mD&)7ep;0Lu<1;`bkbMJi`-ns>BA zW@-XvVyx|qFzcKKceL9|FyX7Wi*fZbc4+p)M?R-U&=nslqj}W!38f%%;5|d<2r9jn zFIy#rh^}cNCMTMM989N-+66U&wCEZ22)lyV7oBOzFzNYh+udV|lV zpG?B`1_hNw|3kccB{&OfYP?>-bC`mL@AuLxLzDBMu7me+ zE5uCQtjf0z>KeY3aVtA%4NH|9%9t4CsHmDvZ(I$9QIRw9m>5T>sGd!4e38)EP&h>5 zofqm-es*V z`7XXd#rH~;{iIt$wB(G98uQFzL2se=$|p5R>oxYwoYJkl%k-~;z#lBBHIaGs$)k&#qFnQ~rm;pGT7eWuR zFwr&`0-TYPtvH}g?gz$bXoE9%!`$e&1H~WAMEqslhI^Of5G^%$^W)p({UNiZ{aTN- z+KI@kiUN?@>SC9+g9$&D4Rm>0omAe8&acqQ*0!i8D6XcOomg#^cllABY1r+B^}mCS zaZZ{2c*fa2^0_bjsshGE7>W5gJu02rUwb$^wfT&T&=ak4knl?nr&P2V{Ho54o3_tK zO8EQVJiS%JAj+ z_R6W$fN=#`Yw`l(3Wv`NN46(N(aHa*V6x)KuQ+if;BQ*KevhxED41QdfidFGQ zVMY&^6dI}d3GY8jSwDA`lY@Lm4bnu#!SuRp@gy?r$k%(7LaX zWkY#t@G9%|b&LLYvnC;6^bfBuu0k7-#swyqcz5A{Po(JI8~^1ef%=7GG29i~ZGvl5?mxuVXQT_w$)Z zX&0jg`UjP#8iXHI?*GgaDcxj5LV(P^#Jj7QZU$a@B|Y5hus&gAw$!Vb?5RqVvl2b@ zaJf9$Q4^FCw^xhmfzMLaq*&_5O6?8JE~ z7A)Rg*SeFR&r;_qDN;ql?kjGl0c-#OwF0zrJ^M;tN7W_5*a zYBHYqitnR^8T;0&%#@eq5G+^8LOLd!?8mKr#*?Jr&I0Gla?|r1??4Jk$>KGb)X(Vo z@PDL0+r*3Hh_^`6_KyU)g4X_Y@xAD@92cOe+)~pNi=09UKrX-ZR#COEcKMNCI?L-g zjX_N~-lArbBC=X7Z|$+w#h-$>bIur>CVI{oo%ZVdXKWe{lDtB)fGjr6u~Xh1_+m}p zmkz67$wMg;dc)(6qKPG!Re0Cc+nzA5@U6Nr(0L$7r5Kr3bi1pxQ6LAGv{4Ahi5Qtz zbh|GS0>Tg*8-pHlkrrO+vVHp~ZfQ2P!%OQ}r;bcY#W~P1aPAOUR%5E79?fwalHZQL zAj)b?LBa^d-LidF1cD6#)r3I69ixI)fm9P!XF|(ZtEl#nH&b33yh)(auQ8 z#950~L0l5JQNrC>O3B&4*#yLWd#|7%HmjJOtuyen6NvL~(Vu`JUxy4BKR@U;44~UU zIDuGYER3B%TG+@SDq`z^fH$}RzJsxWxBYn({EtWfJSk@2Y+!9?_V+9PgjCkV*}xcZ z0rC8Y*U*1|{-5E-W|dcv1%U+x|9FIq#_uq)DnhZ5k175$6v(&!aeQTBYvybY0z=q2 z1O@-3KfjQ>y@8RHi8IL1#LU80fMK@|#sIP~7GO~0lx35(7c()pc;V@2qU0&3Y~*QW z#AD1LB#6x~WB_EF3A4L_J+rBWwX=z%6UfBLNPt#M@s%Vk@&fAZj3Y8*5u9 zUUvb8+edf-j1;pnfNpPbwh~}amsJ2c+u2!LSvZ5(S$J5$%wWiKkg21AjftC`qZJ6u z!o>i*($UzIS5aK@&kF%gfWh3^*`Ak`)y>U~#SOw@=V-(*_qk6nAtdim;r8LK*e=7`M=x*`TyZ)=co*1r{Mn<9}rLv zL28Z`K(XOx{m+N^S&_;8FERbE#$8tS|2g(HHpqf$U@t4nD{g1xVgs}ZFU9{qX8V6J zmyC`65lnj*N9)^?ZEVD9Vr_y9krR+nU?7~vM!cqWjy48Bxiql1x3(}cKo(b4pinUg z@&k^}7S7ftg17ZX#M=2cu(m+f172$bTQdO$cV=S~Qv(-kX9hu5dq)dbAX{0TZR}Z{ z?F~3Npgd4R4n1yT9yUD=PBue5Lql#hJ!5WeP7`A;c4JNmH;cW~@658c5c~~pePR8l z&;LVK-im-)4CE^7KiUXEY|ww{_uqTbKO07%l@(xcLpFN=`uA>&{hy8N-_`i(|5oZ5 zfnEk#bAT*D)}5!~yvT~h#>K`7W@qOCa{%r@t^41cZXdOCd@3uV{7OXhIY`;u1SD(V zY_0}0kWSA*FKvxjK&n79jBKx?wQz+e^*7Ph}R852ia6YGDx?6)H?NEUdph`l2S=%&CtybyL?Fegxt zl|jfz@PQod?3{VsZC#kbTs%B1>|89|zF<~GiB}RLN)meN++2DptL3|0#n&fgug@_b+~MfPudGKV=;Ma-XxKfrYh+ zhFh#QDi5lC7Pax9?;Vtr|AY6n6VI$(tJQXHhk&jaOP=j7oQ6^BB>Y!blw wLpB}>F?MkX2Ut`>k_+hP|KIP>K@M4*oDCeEZxa*(=3!@J!=|T~ke9^%Kk@`~3jhEB literal 0 HcmV?d00001 diff --git a/doc/images/FactorGraph.pdf b/doc/images/FactorGraph.pdf new file mode 100644 index 0000000000000000000000000000000000000000..13b0c494bbd7404c517426fd30d439d58ec44832 GIT binary patch literal 5768 zcmbVQ2|SeB`!Cmar-f1~T3$qm*;g@P#vp6Ml_fOIyk^ESV-~v-C0of-RH$gVt<)_^ z5|zrDT_H-lkV?6^O8<9+EVs}9_xsI!nD>3od7kr}=bZ2NJkQazr_%IMa12cIe($~< z7!E)J{H@+FLqmi$$YYB+03MRi5j3u^7!(2snlD2PQb8u41(L}ykyr>a{9wVE9nMv} z&4jsquAbST7sGY+=VM7(jmHF$QUU9XmHnJji7sXOnRp9wNmFs?nVuu8?<4O&>?K8T>oZHVOW@nLpIVjvq`kj-z$y&Po$F1m z*$;%Oy3bYIS-ebzB}aA2uJh1$DQId7unUkT5$=jV92iL z^o4en9m)763xi)@( z?5%Ti5$PRv-zZKdXx~$-LVaIrzJZk-^T?`-&iyBjlIWRbTL4;JVf=vA%bAj+^)~?)KS4(-Vys`ZiK? z4jOBOANE3Tk&nY*&FC;SO_V3UAt+7y_xN|tQ=%4`R` zR;TH>&kYZ%!9gRb0c@K7UA?oE`$!+zd!*9q@ut}h7tSkMEV8@ja_Cg0p>$kx<;_j0 z$G^NRPFqrS_pE>Z#W>H085o5{t#>KX12BN?x}e%ddQPDrC9O3)|M9?=ZxysT4^I$_ zdb^le*;~84+RdNb3X*CVxOGkHii_0Yf(vAAHF&`St)q;`3MaeXI7B)2YwF_NHxAm> zE%9bOU8uQ6KD6Qu)4ZqyEKW1*9+p|6T)yK*Y~2eTGXVz%&hcS~%{uj08ZF)hzH%P* zG6!(mRjhl;>Kk@WSWs^gK(l~9pgg*kap}3F{Hi68*6OKfAjwA zFnOf=K%lqgiejb866Ji+blBsQXV%83Y zerZ9^KSLw`e1DkrzRu-wq0(Cy>vdg~Uw=dFyR`u1vBr=LJxS0n!Mx;`gh#^0MA)Ci z;27c$BJ3G#5McwdxC~Q%FyMxSn(-(!Kp>&rVF)^34ABIDgn9`nF0t$Fjx%fn+1!_9Y#%{B;!J=G(KboC1EEz3?d!` z1$u`pi+~Byn4glNeh?UB4RRD1^;85Pthg)@;0F6)&mDj)1V~Iutc|InCRE2XDGV{g zm(LzI@naT0`xB=2|LHXhVP|gxpvdHL!;^wXC%`0n^q*!%XEnyTbQBr}MGh)rCUm?LrnFhtVmpTvi;FKpszTr&ELCJ-fy#)D1;E{_cv z;F<75+=+LGfURQ5mXRz66qJc@ON>pQgM%%VLZ?XPK$tNF$@D%Z;kgt!0#zZ(n+ z1e5RQ$8evt8GhpS=L-MazoUD>mf;7^+~lSZ|3LJkkH#SZ3@s~MEXCI+M)?OCPw z`a*ku*q7}$*KgP(YpS#2qg>Rx)R>1KIybhd5(P;=kz2x>6Nq&__Z{$= zDw@krE_szZ+|1HiT(sE63jY1Xi@{K%6olHJTaz!U%iQihohkq4uo}GPT=K!p2boFX zAFeGj^ySd)TV6D+2oYTD-K13U@=9ik)Z3g)y1ZJZ&qqBqjWX+da_dtV>ZyLZE9;D7 zofSBPa*TgkjtSxs9x|CyncH?==1_(&tL!&^y*9+C;O))w zd%3X>4>FYr?}~(`2yjwDv=G=Sp9H z9D1y>=m=YDdtvA0#!}W6452jyU%6bt>DVlvaGp`grJ(^#;35=!G`F_6#^-S38yedBoX+WYeybvxM0b-s2R|5Br477%o8DhuFvpWp zZ!P4WITG#;H@T$k6yMyC3gf%;-qm7T6AW~l)dG*>zc$0OBN{dBw3^12KLInHQ77<%1aQ!{#N)9u;Q|RK!)5gKCtQAo76M^9T8I)e z<7naYK!lhh1fl;yd_*WHH41|1W!OuLWq8nr-g%H`Q3=1AReJzd^jxD zyU28lS%g>Oy_9$q(tZtSG4%9KW&tU~BP*lv(e4O(rf1(RVQj>~?`+)+I%`OM*?GEp zjo$L#=|D=H3dkOclAhh~+`-}p#j72}@yH^0Tok!vmQEtTo0Ar5{Z?wOUy@Ab=(+JpSP?fwf? zApgbgbk#SdntoEY{R?DsDCS^&_<>F0vcIXTVFB@F^51@|Q(9|16Vua=R!LU(Z)f1l z1mq{EaR3enrQt~2OjJX{$*3NEorG$r@m~)?B6>QkryPQ#Cpp3k!AAs7!SnQtby6nv zpW~T;nSA1D+Pg{cJhF;C;Mk+pdkg-0x!#>9IC+)y>NU`RPteM?`i=q0@B3?-2$RJ+5`uOq>JnL(^=_F|6ZS?x+=Z}q*w#(H{+XE$6C zMji}{?Txx-1H6kUJHCpQv-1A_k_6A!mOc*UX@7~>2@y~AZp?QG#%M;LGp8c>dT8X6hNZ@?n+X9LL^fPou{Pz44PC3U z%%(E$${xApWxUN>+4x}AP>+n$ z{GoNn{=8Ga?XJl~q+HFC$fm1h<}!Jub`57-4qz127gC4p~2U?oy0@o3b#oTz-J^0>}+;y_4QkJp31eiAvZVcys z*^>n&Ied}$M_~sL;W&a0 z1ZwCSPR!-=s8H3dO*KFxq4ENcL?JO40-ERwb+F;He%Usv%ol320=fR8&DuVjbpRZk zga;^m|B%s?7CV!S9kO7q@Lg=O!KsaziL1>Kt=;DSC z-HAXI9v!-q;d$`^$tHxZUo5GBn<2@BfXC5rW~LMZ5kobh5wRp1fri1F5h$hq)U4yLJTW=Dhl9}uOk*8l(j literal 0 HcmV?d00001 diff --git a/doc/images/FactorGraph2.pdf b/doc/images/FactorGraph2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..df8d47e5ce96b3cb66d81f8135bfa980ac52d358 GIT binary patch literal 5608 zcmbVQ3p|u*7oTyRW|d1zZ8TnOLS*hYp%|A6rBPy0CSGP3Gt7)@x)5cIluK&MCYPef zWos)G+FFX_5{hC~E0HLwVTJFVNfO`wzWsgUH|BlM`<(Nf=RD8v&T6+@8TSsE6_LGnS4XBH}cWS{Hl~8)iQT} zp6w%-ONSjq-6^8=CB4ky&Spn}C~?n`z@KV5d6kHjC2=p6-wZ5S;@-EVF7)_XmpHJ$ zrt_Bj&~f*sl^dd3eD_xt4qHF$v)`p+|Ht0VP3?F4S|<&ITPS|IT6;gX zupg)yj#LH3FMDGfd~12Mr7+oJ=YZxVdV*&-C*RN^GO#5U~A7qnj(=zP?bu%(}+o$MlvYR&eQWX2K15HL2&`QdX!>YAqI$gjPu( zQnN3#dpNmSXN{=Uq$VFb6SL2cB(HrS%tfwF<#}A=UtMvTu5PU>t~g)S%5Gn1eeKnC z|CkgLT$1s%t9q)!=mR#C(;M95?wG1>9NL87XK!_nwwTCJN1Lb~GvTEMl&!ed_PR%N zDaCf9%+6lhhM>UAI+LKp_sr^hGCv&4MK~B6{7Q48z(aiGJZqP08#q(<5LD{3qS&g5 z7xjBvL5(!(A%nhW2S?<_Qr9PK7bY`Znid_Zx|d8)DBv0R6#vHaPx?wpw5`pT+bYwuK_)q^`MKK%k`zIQkF zRgRCR=3={{7hbg|#OrR#vfq~6Z<(T&Xv5w&>9tjlti7_iVC5q{=L}(V`UNwBA$}v} zukDqpCss~9CODn8D(wMXVwQTA9X<5)I++lgZnnOMv!$uM(?TFp_*H>Ym}O+M?p&I6FbCv*l8yF^l^sU1LwoXzLSjoJQstp%1gO$)D9SJcXng-oNmifSpXxdN7RG%3X zvIaQ{NIm5PXgiiSA818ub!Ja(nnB4SvLBO}=k zC@3@GmKdA6hOHKM8=M>@Yaq{Cf@FW_|F8t=tR-M)mOvy?f$8u6;h-eubN$<~V=LXl z1@g~fe3B7Y^|ZA=0(jut8@IcO6UEX^k#8-gSEyL z=lGP23aWpH1#d-+K;K0026NFPTA@kD_ z%K7VKgjq6LCwF&J@e29h`|{Eex#K#<_4!FB(;uWCi+p$eds8-(?%4KM%kuD`;(;BD z@AX_sPnPM=N~a@q(*1{xbbh>JU#++w68u&93!V+^sH*dvuZ!8`K@uxB4<0|8UXe zHy#~w`@B4g>_6qcm@uEx2-b_-6PG4W@UVIE^OpRo-r=#Q%f3J3yJ}x)*X4&*-kx}J zdpN09OWFA>%s-N2R#`GOf=}H0{hyhchqMHv=7UdljIPA?mgR-??L2Wi_DpMg+fVUX ztoY{UjyKNvYq}=ts1~t()LkFnt*=WP>FGZ)bobhKyJ$`JJl2IXksihtCHl_st<5P& zt_NqZfzU28S>37=l1=*5d}EIlLDOs@BWG-zN{D83?6LicCm-IF(9yT)4?8Cj%psz$ zfSF5HGkC!OL@05QNQC)tfrPW+BE9_zmw!SFnLHOQ6p5KHXyI}|w1CM2q5q-WZ@@7( z*UZXU{~jDf5@{AV;D$0S6L6TE3=9s3%S)JAa6grwVW+X3Ck`*b* z6^@=#6O&ZMXl3zg6__j>ZnMdi#tjUY0vgb#830%+l?+$}fIOBLg9A7)1WYi1A%Je! zfD_k?1q#BA0Sh)8pi3x#4?r~p$O{3zCG*m_0fE7izQ_UUhj<(q3?_@iV_~qxuT%g|SlSL2PY5kSlbJ;|YbLL-7dV zLE(YDsiJi4=@1l+<`iAafQyr#%8Fl%si>b9CU8-9_L%tHB80DEwy0k8doJQrvZ9}8 zpB@VIRrn=AtejXZx+oH>#bw4LiaoUf3PKi0k6~-B9ibcqd?@&lN za)#1^+!Q6Hj?+pDVXza(H?{LYCdrlmCMnHNxL;951c*ea`vV5{#@`IB)uWIG4*`-x#O$r}6h&Go6>+=R^xUT4%+Z!zuE)${&MEii9NhrW&S`Vo zII=&>d6(i(x9lqsWQ0W=4dbDcJs*!#e=4P4pnrX8qr8#AF zd~2ggeEliXaQw6LX+HJV-r;VVt|Mf|N`K~$^(UDhru@!XJnFjDtaJgF$Fe!9lI(Jd z8q>d3{^Gc;aJcci0%~u!#`%lZ<=2XXf9T&ivf%m2ZnxWaJ{=wIz1QcmTjNldsolzo z{pzS&2vqUGx@Us+arLr@lvaezt7X?50=L$A8+L;WtfezpWj-3| zR@iN9PJWLa)9dqwtr|lWtN7+b@*4lpvt1GT=boBR&xG#~3Eua9e|bI%weWEusYU(F zDGihn*^0}|zaML2opG<->;6DZgIy`7yX=$7D(7=x<${p~br<}Pt%E5AX7(`l%T&M1 z3r{G&G;~(;M1t}Tja_C4gO^=4e|XTcUGJnf?`v5jN4E0&QQz~SLC_jq)pa66-q1F} zZ;MdZ6_eH;n%u0AaQ%4i^WWW>@A`VmJN)XmU$whc(5CSIfcB+(cYof0dSUqlXZPeI zKQ`*^+vuBR_4M|1odx-uXhaL`VozkXsioZDi+77M9BQ6cw7$*Zvxp^w%bgR5dM!op zsWEzL&98?|-W0+QisQmM6v+{ZRpLHfW_rl zL4Bsal?e`m#bHPo91f46;;=tK1E7@fkI$saT%Nvn2rH29uJ7+|01%C-B;ade!eKB( zfX?uirXlNa5K2Wpf>5X?g)DDl3D}^%4Z{oSt896UKqk%@GGs8*?S=6`AEHGd;rcD8G%BEvh%kxES>}vBXeX}D%8wJ@f{hgcZ)5(yM|eoyCh!FeovsjF+f H#RmBwlCX^} literal 0 HcmV?d00001 diff --git a/doc/images/FactorGraph3.pdf b/doc/images/FactorGraph3.pdf new file mode 100644 index 0000000000000000000000000000000000000000..affa329b3922e0384aa2c1c6a0973fddca6e8a98 GIT binary patch literal 6281 zcmbVQ2|SeR_cun;*pjHO?QJ1NW?w}1wTo<}NE&9C5i`t;oh*eILPC^ftV!xxB1?5s zawV19rXshpm9@eU@_R=M(f$8_|Nr=md7tx~bDr~@_xqgXQM5EL+JRI%Va5FN^jYR=)AjKMPMD<{i835eKgUBKqkX`5`vX&N%$zqU+o-qG&od;TI z2k|09_D&qKE73mpRsVg@e`Z;vMnG*J6=41kLR*3yLmilA9X(bCzPQa z+r8_t#7Kwf3i}H)&$Q@OZ)QRgv**_AJ}T|ku=TT%%sV}U6OG*iTc@nPY#Yw6vcPtx zSM7{Q(cOB&O3?N<+k3CnF5RAbvghN-<+$F3S73{iN=(k_0Oj*=R zW=!N|^82e?`zThQ{F2jV6fSCA(yyappOZ#_J9@Pk2|P zta~PKNm+7BLS^sgeYOv&>6-cdqBY(*ZOsFvlRd4WGO-qh$w%wHBuSrAD2FN4)}QjN zfQfDtzi66NKWp*(m=QE`jsBsJ6ScRtHwxXo*EpPUXpls?Oo){`#y?WzJYd2x)KHB; zhf)3eQR|#3_Qe@1)yOYhw)?Vqw)GNIjH8~s>-Almh>^2_%@TFCPafc3<;TA&k7FZN zue}$!KEwXPFej~i1R2|zcUbsjUBLdH zq;OVkjogYYW01dYRfLmZiE+=N`T4t)HP&eu?!Lt=gO;u+safqP-{{Idbayzsr?$y< zupa|3%0f&eg4c^zHs`f_wB-%T?+Z{3V=-!WiJMF*rQFylWD@xnmN;kud?;&fln2*6 zIyzxJkr%MGPT`eDn>ZKLbV%rFr8P3V(i+w1RhE9d)-a(wXn#*xPE~TtP{88}GoU8u zaqkuWv=?QvSgAltKfs;(W4veWSgiG9TmrO5?Zs`G*P3#pFT|h&KzcKz#Yfow=5N2- zxzuj|BYGzPO?z%^WthwP3<(#XKkjeR@3%#_@Wrm(^Y`8jyIrLZjb&LJ( z2Yn@4k-x`C1$WZ!tLEVEj_{u;;InR!>M7<&r0rDle$|R=X^eI1@=*4EVf##xJty0=f!++e@=8ng$*x=0!3_1v^ z6l4mKbqu1;`k8e^iZ$aqfRBk zV1JFB^|rR3Iglg9durD6hR_=4Z2R3Sxf?GCaqdNOr!6%; zjcMJUvJWv)h$3ZoMF(|hdg%;k)hmc|Ia-C{t+%E|MsB5szPt6#T<5RZt5T1ylEc-c z3M4+Y?(AZ#?!qL;?tMfEJja6Q#a`*4%5D-sM^!2HapLc2$_i#(dJ2g?rdGY<L z>U5EWY*R?GM%w7J`0bw=sRM$N=?2c(BID(nYsMe4T3(&iOfs$R|1jQDA|fpipm#v7 zHA#0PGG0Avvx4s10cL)P<4G3$X3}_Z{f)Jcg!A>{9gwq|Z2BwAPK{STory}2ciJsk z{YRnIv6BV@G%w*g7g}3ej}tu_A_0Lo6DTN!8GV~#jt1r4O$|h~mq=$s9!+fDfydmS zqVxkHb$$W2WwhSL1iw+62yXDG=@adO&ITsza`LU}ka-9h4EWPSeV?{ZRee*|CyyzM z8S$yEbYC)!^etk8PrNA4i|xE$BnCr(eWPI(GJtJ>7a49zbR)yf$s{UKkM0jRAi!xH z5(VJZQI0UUHJt_K0{{VXF~~F)faWC&kW6OMeHboeCYVMn8FUvLGRpxDCK>>4>ItgT z1K_q~e-Gry~E$<-Q(f`MKH=i$~!1PsY@EBHu&5thjCc)rQ#5t(G3 zd*D_!dM0)URP@b3(Rqg%keMzFsuzpS0Fd*>&+lt~3iK$I!DQ)EhztOOfSVD&KO^CG zR1%BAbO6u5fvI%r^Gr_$WODVi>gN&PXl@o{GHz`%1fxZNL){458^lc3c%t23@n=W^y`o9~CRbMa` zi9&q07C_;7tIYqwzWsh5Fa7;L&12Mmp>3H4ES`5JzrQp9`E>*T_U?GI-~2Iu(7(&U zc{uwqSc(J#s;es*JnP`$c7TCyaG`s85*-&oV&Pmayypdc&LhHt=t*7+2JPr+eGHsbJkp zMgz$CB6!gzzXwh*zJ0BX7Z=9hqKl7<{`X26t&Z2y`cX2wkPZ`_50gkF=7cB;!&hb- zYJ&cfNc_C9rDL{kWO_E+{9>o(y-rQlf$MXUpJ_^yor!aGm-wLQ&3R}2PBV|{lC4|= zjbb9ADheYw1qC$`E;M&5SB7&|1l`%x$erfADls{4^||bG>GsyeMgN=u2LgXvU0i+I z{+zvSY6gGRb9L?NoXRa%Om5<}6|X2KgolTl>L-VXCx;7@q=Mda=Hjk%M1towILM=C zh8;##{I%ZJ<=yKVnWISz4G#>LW_)rOt+Slq{y98S+u4oO{+y%Now4Cp!&)az zheAr@qlRxpLc2E|ML(Hy9mb7RWlo&sKBPZ=dt*u=(0r)(OnVpJRK9U+Z2o) zL)V{=X5zawO6L5IK0?QL%9aidmCAKye%jvC8d_jMX| z8U*|4ms>4D0>9LaB5Ojr(hEb~hOa-kX;(X1G~3YC(i{BX?41b>>dxuymxMbQ2UUAN z1rXL*ynbDS$c|16hw$Y&73}AQv!4?qa!HC<637-%yfoPT05JltAs#BD#_&rwNUT&EATS=Cb+{ zwst-EG;o!zc(l~yP z1q@F)!2Hf0&)95nc09+S`o&n48eUs_j~i>$!XdK2-mU7Y_(w6e#zL*dd3WCSX6~%8Y}P1Q6=8YF(QW_b2Z|@8jz>LQ1D9-x zk&UoOUW4&Ib8nN1RAocn)z5JkLv>U`3jfkJ_|tK0^j)06EC1Nv6s#FSQtqC2bGH7` zsX)>E0+|fEX?S-l`a}Dbvf>yA?FQ9j<#rZC(S3azo(}%z>8`EauIQt{9w9{^{Zi~E za;D~k`3k{Lse4LgwNA?Livkg&7cSa;QRutoFJna^i?k)IIo922Y%&?GH`||u3%Ft% z{iG1uC^gU^DNR#ddtJb)H@D=OnvgN~#x!Fq-a=Rl3(?U3(=`iD!%6t?!3z3BNy+gaGDbZ zZXvcElGsojr50A<#CSBOG__+Wg5R$VetkAbEM&dD%5V}T=J*TOZIwnAlp9>9FpI+v zRhnCdx#7Eq|js>+lzKS*ca z!me)*x=>d49wXlPPuS2&Mv+hU5%IMRO{YHfnvAlw)*m(!ubgVUW|^Up$+k5)hH|wM zyL)hMeMyVo(@#Bv%-ijnlAD`G@+L!eYef%JAlqh&%U@2=Tb(@3(wu~^c9HmHb+4S4 zw(J&*KJp>IN~B8EzbHf!A!;)!Jo7Z^M4?ii(=Bntp(l4cXssI#1ly2QkK-DU0MC!=baI$nX*wE zb<}TWxf;EBx7TZUP4#1$^e)+(A#&$y9bn5e3pOd{tLGpF z(30Hc5p8L<=M|E_O3TYDqJ@x#1+ZAK@<(8o$25?*IHt`H7sWJi@|Ss;fchWv@_cat zcZK`^6v393$cqZQ|2~4@FxW*A3=+s6ISb(v;OB!tAS=I?gSAcVDY7n2XsBj45|x} z2AC6B6tX9g1r9s_8@daX%nDEgbUi!(YhJCv1i+4o%;iUHfKzlhg&i!! z$_&jaIL|4oam;n5ngu9(%18R12xm^O5i%0=4`cg>o@Qq$vq%uqJAGy{w&bSCR-!v_%5u=s7@$pi0USyVdB0PMz< z4R)dsU{iucp%7>c7KyY689*TY>)gCBouN$frFt7x)#)l-Jz}WFK9|}bP z{r)ozgC&5C{m(QM5&?$PpJ`|`*t#sCA=R2KzzzZEZcvk{;hSuO+4b7Df@IVM&%a|Gf4w`7Z zIu3=$A@y|eIIN+rt`SNfgTkQ^7(5bzLZb|{{&x;X-Zc!9MP#t%fdO``1el_t;T|K{ Fe*knat&9Kw literal 0 HcmV?d00001 diff --git a/doc/images/FactorGraph4.pdf b/doc/images/FactorGraph4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..cba5ad2a3e5b4d00344da4a968241e42ccc368e2 GIT binary patch literal 4294 zcmb_g30M=?7EXvloKgiU7Pn-iP;n!BLKM*u#08=l6h*WeU`PTXgUPT6q6kQV5my9v zWD^w;tqYVsH(a5hLbWPreTr49SX&nc8Yu5h2q@5gukZU__!#D%d+)jbJ@@?Q{=w15 z!*deHnFl#uZQhgz31Bvi28Keet}JgvtHe~W5Lo0aPqhX^bTG?PqreakBnS;g+}t2N zrb86rP|ThOi)H92k>xA@bM9ALt(N4SE!8I88VKEbWhNdvHQX)snt4QhUPoIY-~N!l z-M|<3&8gqO+4c{ceD;*BIXU=WksS})U6CiArHdV^peBG$QdmD;z3Kl_|80HmT>ZU`<8nrGvO-^`<~Kc zytYc3{gdXVUbW6yA(n<7H}gAmq2(SMO0&8jkP^mFzP&J1b$J!qdEok4G5d#UHKqEf zcDspFrd|I$E;{eg;nR}uXDR10YlPTOr!7mKPFLH+c(-7jb7xwgrQG~>M8oSM<}dKi zxd&}RUyMDp1hZ4Ufm8g(HBOoQ7#O~P)GZ!ktP|rx${*KVeNldYpJ3L$A2Tnucbcnf zZmik-Ta~18gzEc8^_t&n{1mwc`TMLuNkg()Eqt0uP4W!>99~p={xsixYCy3It!!(U z>csH%9`s*#K1!d-ENIfj{Rk_Zrw>27YICJsfmN0yFWT|Rsk*b5%qRbmLoeM_IDO}$ z!Eqa0V#7W=vs#~U^TbKBv|oq3TAAvvsaR>P78o2WEq+r}oo{if8*=Q6Vf4Dt#Dp_V zO9D?A2AN;5w%p2VUc4bb(mOEz%IdI_tJ`CfTX`M)yP^y zHS-r};_}bxlVg`Qr+JSa`EFHgQ(@K4Z?kf&%}~a}Cg$!YRpuWTYkrc1>K87YcjT7z zm~Q#>RT}d|+0~%zYtkIqTaElc;j?`6o0+GMIatL_kc_<~y*A>Eo1>K8^mCP?aNA&d zN^QPf*?>C}|7e;#{=}cR#y?WOHP5;*(S5|loB5|}E1=4!yz=t&1AfbL7+DjLOu}Au z*RRgOdSaSO(%pcJ8T{K%sPjF1os)M}d|9b!7{ALQalS5P0%M9K#zlK$X!6Nx25ph1 zWbN&TO*z`H>~DIB))#&Cq;XUF?=K%uTeBeb`ewIcmn)6iLUrrnpZd{SM=TZ9Axt}mLHu6rbSnoFSAzRv-Y>6cwDpps{p*0{Y zGT7CdmmEl%GTLr;(oMfJnWIW-X0RL`T=B1Vwd7?x1Xho!V!!eavi3d>7tCN^_K4<& zWvE$+v+eCf%DZpx&c1MQ<;YN!=+6@jpP6iS38LxR-` zcQghLV1sTUhYO3u++`3;j$)vY!E7)}hiEaFM^-stM)YW;E(pGA_gBTEX}z_T7EOR5|KCKFC_NLPsk z-T+Y8h*S@=ywt&ZH~=E|A%~X1z(XYI@}sGoo~fppQU#{apvrC+J*%6R67?Sc0X4*$ z=OcqTZf>T5#!Z;&zFY*6^W+~88+X;+%V9$tGL~|d+y!#!Gmz{s4RlxN5i%yM`4X>L zzOo5YnOwvo4IYR-NT-g#P#w%6HzYUi#n=Ubdq$_nq$-6D=8IY03e&rQ!&;;c##H(M zSRfR4|B}a`1vimes|4LziB_-fY5PV7Vq_AK0S4Rbjy;LDFFvouvia_EfKN7?!|sbv z{PzGkY?luRIb3!RM6Q@z2K+$AXV<&&DG-sl*8}n&f;L9UgxZ+dy`yM^JXaBp^oz7R zNPLj@lelbHz~RF}A%7Wpfh+YeA7V-LL1f|sBgj=n#4JRuRGFIO36XtZBE*^vGE5yL z(JD27E)dHXL&E)FkqBbR)OtM#z42gRo(t&)oEu<_6ARTMEKH?Cz%v>hX9NfY1j2&> zir$&^5ox<5#>WZ+toHFSO1mYAKqz!`>(L(631+uCsFVR_6e^WEkW4f3#i4a1wRMzP z>u4Gt-I~=laUgCF(k2`1N-qTvydq)d_ld8E@) zC=?o($DvR@qYS0k7y(i&C{a|1y10{?@RBmP(@eaQg8!Rne*e6bTK%3#YNoYj5OZwR z=BbhEeAcW>TJMI(<8*_!`Mc*wi>_AOzH+k)e?ccc9dp|-)Lu=;%;Plt$rcUO|Jj0Ys!+JyFxc8I* zXbX)fBp%z|ySNZGSV=?X2l2A5D3}!)Sx4~w^kRLU21R27C%v6Zd`d81K7W1B>z=_Z zkMZvK@gMPP^al171I<7aE}WvyjX88UC$H#W^nOhS<7nBBj?Zf;Oy zS(HKzpD>^Sq8!UXMcXVb8+KcMN}*&!ud2y<(ECOqiT+PG*1uYGvkcHwz!kwl@n5k_ z+?!=&vxj9I&fl?2+?QoM-bXCcuwr^~%XrazsCAr=wEX|TEp{(%y{20I+08ABt`gaY zT?wuEZF5ZQI@B6uLx`*i?hwMci(TFU|0i~l#koJf%rr3+ij3kwoUR@*e&4fyson0r#%N=8z8LOLEpPuPy{`ffvF5+gO*VAGzO znvj-^#|@X4sVa^X^+`+8PA|^PsCH#rGFit%7~p4;}e9_!|~#s`5QKG-bbeI zloYVcjwgiT$&Os=!DqzvXEfq5QE9uSFz;C%z8TNQ_pd=yqII~Q9+wq!Ah&q$iE}(;*jk3JcHwp{PX9t~u+^>Gj%RG!n30*mEO}pBP=eF<9Zj6CiJcW?&g9R-_n_v1zM1CiTShwD~`EjtrkR$E%PWg{ayq%`;{PJeTWuq_}lC#HR!oW=}= zXX?XndT?BEN$!^1tTN`{$lSJRxrPH-Sv!mzISl>K&5?pFmX;Js?z+%;^grr34GgmC=zpj7} z&auxpAWHh$xSam$^4PqOuwXg`xX^Xr{{%40R~?Ihn8H9*qd>2cH$2eG+7J{rN#ofb zaDc1WQ_Obv5X=yI3M66|jzq}ey8u1TV@o}R5`k3g_TNV=Bc-q&Q|K_`LGoOH_;+-i IG0zkF50`^M!T> +stream +xœÍ˜ÏŠ$7 ÆïõuLQlKþw „œgg ° a&°ä×ì²,¹«Yº‡Þ!»,ßÈ®Ÿ¿’,Õ~ÝøÝµ¿ãçç·íçOyÿòÏöu 1aÙ“‹JÙߦâK"ð~Ýb‰R¸¢Èª×íÏí÷ýï ¶?û¿›ßÿâ¿mµ$@ç÷€!Cʼ¿(1G¶ú>]QdÕëiŸ×íysW÷?¯}>=óíÊ3Ÿob}>íë^ßâúö½K‚ šBNP‹ÑNÁ9(aøõ…߸並Ÿßö_^8J^þØŽ ñ{%H…Ê‚‡êËþò¶ýð“ƒøãË_Û¯/ÛÓæ)UˆÕRMÅ` ÍpMEÁn…òÄ VÒ唨d„š-ÑT ÑÐ ÑTÞATPŕȸB*`˜TQ&Ñ”I•û™B (9/L^‰R­d ÑT ÑÐ ÑTÞA”`Y]òÆ%t)Z—TQ&Ñ”I•û™Ðä´º”ˆ²‡l]RÅ ÍMåDä äÕ¥`]*ùââQÅ0 Í0MåL%B¢• '…ìøš0Dª(‘hJ¤ÊýDx“D+‘q‰RŽà¬Kª¦¡¦©¼ƒ‰¯Úˆ+M¢èÚg]RE‰D3-j*÷E^ââ‘qi6ž­_ ¿jU–V7£bH +-Q·2¾–‚çšæahç­×Ÿ‘V h‘†² ͨ‰d¢îõ ù"o ø4 9ì½T¡D±P%P6êæÅAF~iĹÞÖu˜Dü+@k“( ÑŒšD&êæ7硤Py-lN§i`2 +Ìn™†²0ͨÉd¢îv‰áÐÓÅ40ÇM¾Š X—D±D%D6ê^—"çwNé4 L¦Dž›eÊÂ4£&“‰º×¥˜</¦ÿëGÆŸïüT}‚ÏPú×THàÂYн®}¾µÏ+™ÖÉB±3—V¬tN[ÃOßùÓò`#gÀ<Õ +ÜêD±Ÿäxħ`>?Èy‚@c°Äæ‹ÞJèjïËöDzîÄãF\œàQe® ”Í^”ù·).{©c²—*ºŸ¯r¥˜(O¥r³†[ÏFÓ(Y§Q<íö<"Ríô%ƒFˆ¦Q²N£xÚ‰€d¢ØS¦ëE”h%ë4ªÕžÛ?=ðe>Òµï]_röÈ­&¡=>÷ýöù§Ç×M£sqž×qTÌ\Y¢D9ßvçÏÍÐ^|EðÔ•±“£åø +ðg%ynBÔFšù’øW€¡+ÃD£„öU³¬â~ÍO%º€¥Ï·ä=a殤61NAÅ(X9«b0«°òÍQÑlŒ•Úÿ|è³±bO<åÃz™êŒ2ÎiV /¸AŒaNüÂZzq¿O%/}ÿ˜kq¤Ô¯´G^TP<çð޶i‰píðÓ¢+Až¯å²¥N¢µƒœ ÇP+µ#Í|FÏø1kÊ£wÇ@7«bºený•Ì"ç8é¼)ÉPË(R‡à|WrO¹#›Â©šÓ|1V‘›NWÉk—±æ~‹ëÓµpÖ›œA+GÎi•à +]t˜¥e,~jm©ç’I—ïåCkë‘=þ‘½ôƒŠ‹2uß´º(3Vµ Æ\3Dm»\ÇQ¹t»l”(Rq”s·A+nî4Kƒ2vc´žæKš½išhî9ÚUɹ'UH±¬ÅM1Å=›•(Ú¬Æ"MrÙv–> +/Contents 5 0 R +>> +endobj +3 0 obj +<< /Type /Pages /Kids [ +4 0 R +] /Count 1 +>> +endobj +1 0 obj +<> +endobj +7 0 obj +<>endobj +9 0 obj +<> +endobj +10 0 obj +<> +endobj +8 0 obj +<> +endobj +11 0 obj +<> +endobj +12 0 obj +<>stream + + + + + +Artifex Ghostscript 8.54 PDF Writer + +/private/tmp/tpfd5bb1cf_55d8_447e_8f97_d6b24a262922.ps + + + + + +endstream +endobj +2 0 obj +<>endobj +xref +0 13 +0000000000 65535 f +0000001664 00000 n +0000003341 00000 n +0000001605 00000 n +0000001446 00000 n +0000000015 00000 n +0000001426 00000 n +0000001729 00000 n +0000001829 00000 n +0000001770 00000 n +0000001799 00000 n +0000001909 00000 n +0000001967 00000 n +trailer +<< /Size 13 /Root 1 0 R /Info 2 0 R +/ID [<0E15732D337F57A9CB2C0954A12E8EF8><0E15732D337F57A9CB2C0954A12E8EF8>] +>> +startxref +3722 +%%EOF diff --git a/doc/images/Odometry.pdf b/doc/images/Odometry.pdf new file mode 100644 index 0000000000000000000000000000000000000000..a9adf2cedcd5b3179008a89a5a7680aad9107b55 GIT binary patch literal 4295 zcmb_gd010d79T5JNISR`wX|4YSq!u$@4f7aBs7qq2oXp!$|BI0&puSTI%v4 zA})2IiWI8`1Qe|zIt+-S<5m~23f2YDuhbRy1+6mLxi2h=ZD;12&-YL6J?Eb7o^#Ld zdtc7B?2|vG@w#$-RBw+in_!2QGD$PM_sUJNU+vzYHky+cMBY`k*t42v|~m z-6Lf$I?X@+*Fk~VPXgmwzG@q|PrB{G-N$!{uFmlDp--!`+YnFWo8+(wv4@{+D~Qke z=)lv@qXLHw{xV|arVncxYC<2uAB3AjyBdD_=^gp=mqg zyz}lY;3P>?I`99Z&HD41XPaBkr!IW_;Ar6^ShusGN# zSC5ie8$wMPNrv@{HNYT4q)toTe3_-@OMdCS}LaxdpCzsGP5 zo%zYCdBstAYTj;ir7l{-9j&pXg&Bgxs|#I2A`he+MjluD9{aEqlg)w6J9iX5v_i`a{Y_w|oyr$^-JoQwc zV>=A_LsX5)aZ$Caf{0~{*?GlL*W0mw6b|iTW-RWBllSvqX{;wddrOQ=Ji)EK7tD zT+I{3>C4>j&pQ_eXlE@O_x@o|Ldgmk;i!x$omZc{d-BQMIqkbW=J>W~Lkg6tpi!Oe zLjyk@oy_wZ^4??D`|*mzBd=wCTSodN#?Ajhxzl;c&wI}XbLVbj?S?moYcOs4F<;4!??ry8+JTklTC^TllZ*11TPq?jmRKCY*Pb=`0Ykc>i?SX&%hnbbPHNGS zaW!=X0k7p!aew_+>L{NKNyGIxb57yf2dBIl9`(aFZocxJ^=2l&(lNH`{&x?U4{yC0 z8Zc<6mu#nP)0z?A9z^0vTVR6z?3H zaAZPc`L3f?XI2FNw4!NqM{TTXTk$pKlBkpZl?<<%TdRz5)vJ_*xiw>SfU5cGnC;Z}BjPmG6=#}UXCvS4nk$@gw1&DlZgrXXQR#^Ji&yVDfA3~h zT64{N9Wl+-A6>AV`mUzb@!^vSm!^exWXa&fz@c{H!aGPrW8G70hn%; z*5A^#r_2(pnF3v9ERpyWJvyS<@cOh7+b%~R^7QUX8XvX)!}a-P)#-;5qP~4tzUZC0 z*4XUIRRJH@pC9epxyi>X(D%;T!JmE3IC+*iZBs?AhdAM&c1!A80^}04@r|3K{EDIS!l|p(_H~ARX!IGpI!Kg z%<__o&e$YxVOQbA*E>q)oR)7pG-F3X*Bf){5{A!tvN(6r$Ow6!*}A46dNajE4eq#e&3xr2*Oj_N!XW`g}eLR8RrLS-NIm)6meyLo<>BnfH%~9hXq^#*hgaYhLr5gZQoK%pI? zQOr&1agVmpjcPy{@DFl3Xouh^!eEDz7_|FpMlu96IB1o$wjNQmPqare9HTIkHLX`g zkMk;=!VG`|fhhai7WP;0JPHOJ6RUzynXJbW9aInWs)Y<%O#OlzbdQL&|_}DVVVZ6&;pQ~u%tmK9hVx`ICK=9FZxn|Cw)P`6m_2*tRRd= z9Apio30xZ=HWLa=0{={N=H@HE0AW!~P=z=Q~c zlsTENLR7YJd@33Xq&87gChgkqrdaF!FZv5f9X#17$hz0@yU9Ub9E zA8<;XW}6u#0dks67Q4hLWx7QqU`>-@CgeUsO_ws`Rk09dwVI|A6vSbR*(eL;j)9CM zX2vtDdOI;(?{GI>Uf z!xiwwEL<-TvrrV*vk>sH3`P#0E7a-uC+|EJVOU zIUq8?3kNeMm^okO$wK;=R#FSnDf_c{Ai9Z6CJ8XWhQKcig~0T6zYyswja{Ys&(WLB zbYWsPl}e(p>K$g#y&@I=W7=O~mJIqnH*F5mz^L?U5ZM3I%=|^b(_$G-IGH zF`LZPU_q&mssP2V{px=SSgjv$0Oef2L8!?B8V#;6}Nu-06 z!j#ztQ#OuHhYJj-D3!wz@>6*N3`-SbLUAg>6C3qBosKI)jBJ~|J6R?|*1d3BfuCFc zgH*an;1z?c!hJnL#(-YY_v#cqZ;SvAq|6Mu?SWN)=zXEN_CDjFKdbs+fQR(U0V$&2 zPLM)EKP&{mFoGgtR0R0o)%_XEEovo$RB~;!JZuc4or*&$jG8(bG)VgxDAJ;5Lz8gQ zPWLMz8|AVQHebMlrUa>hdQ>+hm<`3)a1xjYV57;jQ@B|IDKIjFumJ2~^Vmr5E(#|t zxT#NBH&X(sfMU6ggdj15iX~i*1m%NwtcBNPiNN^KUltYr5seE5iI>mu ze?KuIAY zUIc;)m0Uhw#6blLv51d^$-}}TB7|W8;lxVWe?O5-4`y}>BPn+>xFQjU5g4e9iD3L2 DRox8* literal 0 HcmV?d00001 diff --git a/doc/images/cube.pdf b/doc/images/cube.pdf new file mode 100644 index 000000000..6314d7e4e --- /dev/null +++ b/doc/images/cube.pdf @@ -0,0 +1,559 @@ +%PDF-1.3 +%Äåòåë§ó ÐÄÆ +4 0 obj +<< /Length 5 0 R /Filter /FlateDecode >> +stream +xUŽKÂ0 D÷=ÅœÀõ¯i²GªXvÅ‚E*½¿Dš$äÇ~3öŠ+˜DáQˆY1Zü©¥*¦A±4îè¸à .uàÝûVGý´ î[‰- U¬R ã")AœÜÙpÍèÏYpzÕWþ> +endobj +6 0 obj +<< /ProcSet [ /PDF /ImageB /ImageC /ImageI ] /ExtGState << /Gs1 11 0 R >> +/XObject << /Im1 7 0 R /Im2 9 0 R >> >> +endobj +7 0 obj +<< /Length 8 0 R /Type /XObject /Subtype /Image /Width 1539 /Height 972 /ColorSpace +12 0 R /BitsPerComponent 8 /Filter /FlateDecode >> +stream +xìÝYtUå¾÷ùuê­sv½uÎ[£FQ£.ê¦îê¦ê¢.ê¢î¾++}! !„BZEPƒô­ +¶ˆ6`‹""Ò =H¡‡Ð÷}ë¬gM¶¶{o·²"|sd¬¬f®9?k.VæoýŸÿEþS@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@P@ ðŒ„gàqè=á±ørxÂÏ^ðp|Ó?X‘7+ € +( € +( € +( € +4=…ð9¼âh <ÏÂcàyx!¾õ%ÿ:FÃP/MoŸÜ"P@P@P@P@¿¨‡ÙI>Mòn’W’ŒN2(vBÎB¡Wá x Þ…÷áC˜Sã%\ׄìhL„7a2üŪýEP@P@P@P i4$Y–ì>Îá^ÎaT6C³›ÉK)&¦x'Å|’d| 3`&|³~\¯áÊpÓ§q4î6¾6j¯¯[¡€ +( € +( € +( € +ÜØšC}_ðQoòR£ +™Ç y¼–ÃÛÙ|ŧ)¦'Ó±Ï\øÂð±:X K`)„R¢ÅÔ%Y `NÍ‹ïvóR+ € +( € +( € +( € +Ü[3ùl)di_ñq1ïóJ1£‹Ñœ +y-äByLÉåól¾ÎdnŠEI–&Y‘d ¬ƒïa=lˆ—u¬ÊbY.õ9,Îæ»æe³$‹•)ÂM- º·¯´Ï®€ +( € +( € +( €¶ÀÙæloÁ²R¾iɧe¼ÛŠWËSÊðž/æÕ"Þ*äÃ>ÏãëæfS—ɲ«B°“bcŠM)¶f°=ƒìLÒÁÖ,6æ²®€•ÍYÖœEÍYX”¾°¶›óØ™e× û€sïP@P@P@Pà \,aw)«Ë˜[δÖ|PÁÄÖ¼PÎÐ2ƶäåRÞ,æƒ">+L››G]+²X¢žÿ¤hH±#ÅÎLve³;›=Yìɦ!/]_´±ˆu%¬jɲVÔµ¢¾«ÊÙÐ’í%ì/ä¼¥A÷è÷iP@P@P@PàÁ¸Ò†Æ26T°° _UòQ[ÞªdB%#+ÕšñåL,criz°Øô"f²°€ey¬Íac6۲ؕÉî,öfs ‹Æls9Ç|öÒЂ--Y_ÎÚ +VV²´Šºv,¯fm;6·aW9GZXô`tîµ +( € +( € +( € +Ü-ÙQÉŠ*¾­âóv¼WÍkUŒmËðJžoë¼]Δ2¦•2«˜ïŠXZÈê6ä±5—]9ìÿ1ÿiÌãP>‡ +8ÔŒCÍÙªŒÊhhÍæJ¾oǪ,ëH] K»°²+ë;³µ{«8^jto^wŸUP@P@P@4 å¨bC5 «™Ñž:ðV5ªQÅè*&´eR%ïWði93ÂÀ±RêŠYÑœõÍØšÏ®Pù“ÃÑ,Žæp,—cymÆá"·àp1ÊØSÁ޶liφN¬íŠ®,íN]V<ÌÚžlêACvät™YЃvܹ¿ +( € +( € +( € +(p·nôàx% íYÑ9ù¢#ïwäõŽŒëÀ°ö<_ͫռSÅÔJ¾¨àÛr”Q_š"6…a_ì õ?¹Ïáx' 8UÀÉBŽ·àX GÊ8XÁ¾¶ìjÏö6ueÝC¬|„úžÔ=Jýc¬~œ ±­'ûÂ6tâªYÐÝ~ñ}>P@P@P@x°®Tr°šMaÄVG¾éħ5¼[ÃËÕ‰‘ß‘7:ð~5ŸVñuæµfq+KY_ÌÖ"vr €£yœÊåT>§›qº9§Š9QÊñV­àPû;°»††nl~ˆõ²ú1–=Îâ>,y’•ýø¾[ú°ó1÷äl‹‚¬cϽU@P@P@P@»*ð$ç*ÙÓ‘5˜_ÃW™Ú…7»0¾3ÃjÓ‰—:òf>¬æó*¾©dAëôœ_kJÙTLCû +9J€ò8–Î5ã\sΔrªœm8Ö–Ãí9PÞîìx„-½Øðkû²¢/KúQ÷+ú³ö6 ¡úpòQ.W›ÝÕ×ß'S@P@P@P@GàFwN¶£¡Ëj˜Ý…i]y¿¯we\†uæù^íÄÛ™ZÍ¡t% +X^κ–l-aW +9ZÀ™<Îå§S ó͹Ђs-9ÓšSm9Þž#54vcßÃììÅÖ'ØØµX9€¥ÏP÷ ˲¦–µ4 d_Ž÷ãB7ƒ çèsOP@P@P@Pà® +\ëÀÑöléÄ’ÎÌêÂg]y·+¯tetFtæÅ^ïÄäŽ|\ÍWUÌ©¤.L_Îú2¶•²§Ez^°Ðè| +¸PÈÅ".s¾Œ3œªâDŽt¡±ûz²ëq¶õecÖÕ²rõÏQ÷õƒY=˜ CØö{j92sO²©»Jà“) € +( € +( € +( €†À•6é»6Ö°°3_wá㮼ݕ—º0² £:3¾†7:ñ^> ³‰U1¯’Ŭ*gC˜¾”}ÅiÎé.åq¹€Ë…\.âr a²³•œªæD'Žt£ñaöõb×lëÇÆgX7ˆ•ƒ©JÝ0ꇱj8†³u(»sè9NäêÃAÆÁç^* € +( € +( €÷Z`|ŸÀÛ0F³Ðzâ™é½~m|þßGàb%û;²®†ùùª S»ñfWÆwaxgFwæ¥&uâý|VÍ×U̯dI«ËÙXÆŽRös´ˆ3͸œÏ•f\)âJ1WJ¹Øšsm9Ý9ÒÆ0)Xov=ɶ§Ù8uƒY54Õ`é(Vbýh¶Œ`×PáÔs\yÌ·Ûïób»VP@P@Pà¸Ü‚ÓÙìÏaK«³X’bn’ð¼õc +4ž€‡ #´ƒªøg¸–¶FC÷ÁÁ“HD÷|¹×ŒÛ°¿ÓŸƒ é]˜ÒI]y1n46ÌVÃ[ø°ŸWóMßUR_ÁšÖljÅΖ(æXgã (”]iÁ•®”Öy®§:q¢+GJA{gg_¶õO·Z7„U¡hu£X:š•cù~[ưc$†qr—Ÿ$êct¯ Ÿ_P@P@¸áZ WZs¾Eº’aO!››±:¥YÌO13®z^…±0ž‚^ÐzÀÃq]Уð<DOÂ30FÇ÷¿xÜ…{ pÏ“¨xÖ&ó‰é‰Ä”DbR"ñb"14‘›H¼’H¼_9-‘˜•H,H$ê‰pç͉ĮD¢1‘8‘HœO$®þKâÚ¿%ÒAP)—[q±-gÛsª3Ç»säa{ý9Ú:ூ 1qô<[Ʊc4Frr—žæƒ {p,ú” +( € +( € +( À}$0€½¸Þ™+m9׊£¥ì-f[sÖ°,…Y|›â‹$&y#ÉóI†%äñ$&é !óéçBý!” Õ x.‹B +ôL‚÷áSøÊJ¡ûè¨yvåbû:²¶†y¹YôFW^èÂÐÎ„Š Wjx»S:ðE5³ªXPɲ +Ö•³¥ŒÝ¥4¶àx!çCw xhØ€ÿ¨ A—˹‚ œêÊñ‡8Ü“ÆÞìíÃŽ§¸­þcEP‚ÆñýO‚ üÐ׊ áèsP@P@P@ßAày¢Z~x‚k=¸Ü‘ó•kÍþ2¶—²¾Ë Y”Ïì¾Êbj&of2>ňµ)úfðD’¾IžŽ+Bòj„†Âð¸wÐ(½á½8úæÃbXiô;¼’®ò÷¹Mc5ë;ñ] _ufJ&uá…Î ­a\‚nÎßž/Úñm[¶aykÖµbk)»‹9Xĉåÿý{mè*‚.TÆA]â èQ<Ξ¾ìxš­Ù0ˆµC¹=Z5Žõ?A7+‚Bô´AÐïñj»NP@P@P྘LôÑtuÁõž\íÌÅ0QÚ°#îv»ª˜ÅEÌmÆ×y|šÃ»Ù¼’Ř,†dÑ?Å“)žJñL’A¡@F@ÆAH~ÆÇU@¯Àkq +ôNÜYh:̉S U°vÀã ûúøº?vîr5‡ªØÔ‘…˜QÃÔÞ¬IÏ?¬c;òJGÞîÈÔj¾¨âÛJV°¼œueé hO1‡Š8ÙŒ y\ɧÿŸjŒN\ APçÛp¶š“9ÖƒC=ÿ5ôgK‚žû1É¢QÔ!½À–±ìMãˆôаËý‰ÝÇ—{¡€ +( € +( € +Ü™DSˆ^#Mô,QontãR §:r¨šÝmÙÞ–³´”ùÅÌ,äóÞÏãõ\^ÈaxÏfÓ/‹™<›bp#’é–A/ƤCø:… 0ìÍxr±ÐS(”}O7&[ë2ؔŎldq"‹³9žÒÞ•Ý'¹#k¡Ÿs%[Ú³¸3;òq§twèñÞ‘1x¹ow`ÊmAвV¬mÉ–vq°é èrÞŸƒ Pt©çÚp&A5íΡGØß›ÝO’‚žMAk†²b8KGR7šecX3Ž Ï³u,»Fqh§‡rÕqawôRú P@P@Pà˜Gô)Ñ;Dˆ†=EôW»q¶+GkØ×míø¾2=ÂeAß”0­ˆ›ñV>/ç16—!9 Èæ™,e2$ Ë`l2]" 7þ2üù>„©ð1|ùc9Ðê$ë3Ù’KC{šs¸§Š¹Xµ–ÆAèñØôwûd)YŲv̪æÓö¼Ó—:0¢cÚór{ÞªfJ;¾¨äÛ +–³¬Œµ¥l)fW…Ïç\.óx:® +“ñ](KA§Úq¼Gºqðaö=Æ®>lšÍY?˜5ÃX>œ%q´|,kDZñy¶aÏ(Ž çì®?é5n¡ +( € +( € +(жÕ͈Ë^'K4(=.ìZO.ôàD7;³³#›ªY]É’ +æ–ñU)·àÝB&ðb>#ò¨Íå™e34‹‘)ƦŸLW…èí¸ø'ä?Sâðçø¾ˆS ™¡;P‹³X‘˺fl.¢¡„=e4¶æh%§Û¥G¥]ïàém8HÜ„¿8ßš=­YUÉœ¶LkÇ{Õ¼ZÍèjFV3¾ŠIU|PÉç|SžÎN—•²¶˜-Eì,ä@Gó9“Ëù<žúSíÓ£[p¾%g*8YÅñŽîJãÃìí•‚¶=Ŧ¬{ŽUCX6”ºbåÖcó8ưo$džs¾–½}§üÕ‹ä +( € +( € +( €?8@TO4—hQÜè‡Q\¯åj?.÷äL˜½¨{:³µ#ëªYÚÞV0«œi¥L)æíB^iƸ†æ30Á9 ËfTãB +”âÕdz Xæ õ?!ÿ Á¦ÅùÏ ˜žâ«Lfd1/‡Å¹,o–>MÞJ,*Ø]•nÃ{¤'ºr¶{¦[EV;üä…ó×& p0ôN¯`~¾¬äƒ*&V1®Šámy¡’×+™\Á'å|]ÆüR–³¦ˆMÍÙÑŒýùÉåtvzüc¿?Õ>5:q®gZrªuº×±î‡Øû(;ž`ëSlx†µƒX9˜ú!Ô ¥~8«F²~4[F±s$Ã95„KýÒ­Ý›‰› € +( € +( € +(дÖÇå@_}D4‰èEn çr-ûr¾gzö¢ÝØÑ…XUÍâ*æ¶aF9Ÿ¶äƒbÞ,â¥BFð\XòžË˜^Èâ¥L^K1)™NB!PHÂñ7# 0M|¨š³ÃÏLfæ2§€EÍYQĺ6—ÓPÉîöìïÌáïÉéÞœ’+Os#L‡4Ðóܦ},=x[wº8=Þ’rf´fj&UòB†V0®‚W[óN9•1½”9ÅÔ±²9šÑϾ\çp2+õý·Ú§F$Îrº„“­8^ÉÑj†Á˜ÝÙÝ“†ÞlîËú¬©eÅ –D@ßÄU@áïÿ›ÐÂ$uÔ…S€<–7gu<Äfs;¶wbWwö… êqŽöã䳜Âù‘\˵âyíCZ5ÑsÞûÿðü£ìáµ"¶RWÌ—¥|PÆëeŒ-cx)/”òz “‹ù´ˆ¯ ™WÀ’|Vç±)‡†,öeq$ʼnOükí“#'šq¬ˆ£% ²Ú°¯»:²½+›b}/ÖôaE_–>MÝ– dM˜D¬–mϰ{‡úsú)®t÷ñG9^~ývÞJ„î‹b¡ðÿøQOˆ€–d²8>–Æo0L¸.›Åás!΂Ò_ÄŸá«„_ç#P@¸ß~>á¹=úù{Þo.î +ü*ÝÑêT´ }•L {‹h‹ YVÂêÖ|_ŦpòÛ]°¯7ûrt'žãÌÎãÒx®¾Ê!šLºxÉ +4“ù¬-`Ns>iÁÛÅL(fx1c[ðJo1µ/ ˜—.~[‘Ã÷YlÍdWŠ)¦xü¿Ôöš8–Ç‘f3Ë—²¿»+i¨fK º±öaVö¢þqêú°´/+ŸfÝ6÷§¡ûŸäxŸtG÷¨³ïˆ&s4ü®r{(ôÌ…B…OüBž%,Êfa. ÒÅr‹‹XRÄÒ, ?›S׌º¼t"´(™‚£ÂW ! +£ŒW]W®€ +( @S¸•óüÍüë[Í‚þ&”W*ð  LFÛSѲT4;•6…è ¢ç‰õåRNõæP˜´è‘tMÂên,îÌœŽÌÓd·åƒ +ÞjÅ«¡æ¡#š3¤‘7Ëry5‡IY¼›É‡©t9ÐÉôˆ°›µ@! +_ï.Èà»læç3¯¹ÅÌ+aQ ËZ¥§^Z×]Øö0;co_öçh-'†qz çÆsñ5®¼Éõ0»}H>'šîÁƒ~7©ýß“Åò<¾*àÃ0•^!cã!“/6KO«÷^Ÿå13‡ùÙé!0«RlH±-ƒ]ìMÎæŸš8”Ãá<6ã@ ö´dG9Û*ÙÔžïkXÝ層'u½Xöxº:hÓl}‚=½9Ü‹3ݹVí{¡I wqcnÏ…îâÓÞÙS…<'| +„Z P R º|–„oZ°¢„•¥ñÒ’Uñ~]Qœ®­ÏM íƒBO¹ðQò¥YÐÑû(P@?¸À­çg²¿¾éÖ£~“½kûMÖãJPà^ +%Ú—mÊŒê2£oRÑgÉè}¢×â<Ïr­žàxoä‡P¼ô%Ñœx¹—ˆ>·!°-É¢>Ëáð^ÈcDcâ oå2%‡/²ÒÝѤÒ#bÖ$ÙÛ`'„ÕÞƒa¤Ø¾öç±·]¡u›[³¾-kÛ§Ge. oÀîÔ?̪žé‘b[z²ã!vçT —Û˜ýÅ«ðàþr{(ÔÄþT›ÏœPÞR ú–ç§{§¯*aMk[±®ß—³>Ô…†¥"½¬ ׳¶ˆ5¬ÌN÷ +qPøN!Ì>9Þ°4èÁ=ÐÝsPàøë´ç&ǯ½þ ‚î͇(ÐäŽ%£YÑÚ¬haV43}’ŒB¥ÍKéqa7r)ôgîÃÑP–ó(Ûa]–ueA ³:ðE;>ªLwÄ PÆ—¤Ç……A£ +x>Ÿ—òx-—7sx7‹3ù$Å´P”Lw‡¾Ù:´] õaP@Vú»à…ÍYPÂüV,hÃÒv¬ +ÓÓwec‰Ö›ýØû ÏqdÇÇrjg'rám.ÀµO¸¦¹ŸA4Ÿhiü³ÉáºA®@væ‡A‘™éº¸0}Þ,Æeñjïdòq*‹ÎaQü.X ëasõªMìJ²;Åîlvæ±½[Z°¡%k[³²-õí¨ëÀÒVvM¿7u£¡ û;q¼šK-M܃íìy“É…^‡0Yd¨ç AP}’åY¬ C)Ã4‘¡/\+6”³±5›+Ò3l©dKÛô²¹2„n,cc1š³¾ëòX™•S¾VYÐ;Â¥ àÍ +( € +Üw¿6ðù{÷¿ƒ ;@ó! +49#Ѷœhev´ 3š‘MMFo…VÌC¸ò,gûsüI>–ž½zóìéÁ’®Ì¯af¦U1¥’·Ëy­ŒJYÄðfér ñy¼šÇ¡"›²ø(ÅçñiïÌpæƒÂˆ€0Ìò°¤Xú¥ñ]KæU¤g"[Ò•Ó'¹{±µ;ú³·–Æ0/öhŽ¿È©W9ó&çßãÒG\Æ0Óý·D ‰ê‰Öz.Ðä.7(Ô-|¯'“dH’qI^Mò.|Dºwzèv +äB´,NÖÁCµ‰-°=,lÍfs +YÛ‚•-©oE]k–´aEUº:hc5 íØß–£­¸\èÁï±ö‹nÏ…~ñƒ~“;†c>,áã¬L±6—õ…l,MG=[Ú°5ÌÙ††°´eG;vT§†Ë l$[²µ˜-ÍÙÜŒõy¬ÊLˆ„oÂL”“àE³ ßär% +( €¿ìüÚëï` ‚î͇(д.LE›s¢åYÑüT4=}˜LÏÃ5–ëC¹PËÉî˾ÇièÉÆÐ¨¶u]™[ÃŒ|VÅ•¼UÎ+eŒ q‹þ³èõ\ÞÊá½,¦fñiŠ/Rér o“ÿ9(,œ„3ß•°:|)œÃÒ0ÑR Z³°K:±¢;ëaco¶öcÇ3ìL㎌åøKœzƒ3ïr~ +—>åêtnÌŠ –­ ZG´ÈÓá¦u|¹5A 43 E `< £âËoÂûq=Ch{†L†8(œ‡2¹Nµ‰ð¾Xka]8úå¦çš¯]s[°¤„¡:¨Uº@¢¡Œý¥é¶Ò"+pç·‡Báòïù/äŸÇå@!ù ÿó‡NéóÒÁÎÖÒtÔ³£’mÙÕ–=Uì K5{Û³/ü¬bOv·fW+v†{¶`{![ó٘Úð=Bœ} +¯Áh³ ßóåsÝ +( €MMà×>ïþw°_Aw€æChZWˆögEë³£úÌhn*š–ŒÞKFaB®Ñ\ƹП¹?}Ùõ8[zñýC,ïή̮az>©â½J&•óRcŠÚüÇî@q9ÐÛ9¼ʲâr ßd0'ùck x8ÌŠp.NuÃ9oP@}1uå,®bY'V… èQ6öaëÓì¨eïPGq䎿©·8û>ç?æÒ\ÉõÐ(”-Ë6m÷¤¸i_nÍ-ÐÉ$œ¨ÖB_ôc® MNÂüGŸÇAP(ª¬M„Þ)aìd¨š ¹PˆLëR,ÈJ7—®ËaY« ø¾€mìÎçH†ü-`/ü·çB¿Åún­c–‹Ã93ˆcý9ð$;{³ùQÖïþw°ƒAw€æChZ—“ÑîT´&Õ¥¢Yѧq§èñ\˹œ|ŽÃØÿ$;z³éQV?ÄÒîÌïÂÌNL«fJ[Þ®àµV¼Pšn4¢çãÉÂ^' ›œÅ”T<.,ƒ¯C›èÐ (ƒy!Êdahf~Éfy6«²YËŠæ,mI]–´gyV?Ì÷áû±ívfïÇqdÇ'rê]ÎNåüç\šÁÕo¹ñQ¶†h+QHö…IÐü§@“x:Â#qP(c‰P8ÕU™µ‰‰ñDHaìXH‡Þþ±Ž"œçÞœq¯Éï™xŸ +Üž ýÊ] ùÌKñ@ÈPºÂÌI¶fÒËîöµà@)‡Z¥sž£•«Jw>?Þ>þ.ß\Úr¼’ã+ãh1‡›s(Ÿ9ìÉdG<é^Xg\š…·Ì3fA¿òÕñî +( €P¿ìüÚëï`÷ÃSÜÁ£|ˆ +4!k!?‰ƒ E©hf2ú˜Ð)ú‡áÜ0N<ÇÁgØÓ—í½ÙØ“Uq§èyùº#ŸµãÃÐ ¨5¯–ñ|IÜ ¨/„r Þó"eñA˜/)ÌŸâË B›èÍù1Z”Åâl–äP" Ðó3åE,-cQ%K;¤§§_óß?Φ§Øö,;‡°wÏsä%Ž¿ÁÉÉœ AÐ4.}ÍÕÙqæ ݶ%£=ɨ1M6!^7E_ Píã (T +ýßµ‰§` ‡’…Ñ.¡^è¬Ã»(pn…~ÁŸ‚!ç Áf(u›÷¿Ú’d{»rÙÛŒÆ"—p´ŒcåœhÃɶœjÇéjN‡Ÿm9]É©[K¸µŒ“-8^ȱ|ŽfÓ˜bo’mñ:CQP(7 +5u/Àc¾eîâ±àS) € +Ü+¿ø„íùë›þúšf³ ‚þ=«@SØ™ŒVgD‹’Ñ×Éh*Ñ\‘Kc8‚ A‚¶õfý#¬ìÎâ.Ìí”îýiè݆7Ëy¹eºSô°æŒó…åòzofñn柃 0_Ø¢Dby"±æ¿K”þ—Úy™|—ŸÛÉ’\êC”Ÿn´¬˜%åÔU±4î½æQÖ÷as¶b×pöަñ޼œ‚NMæìG\˜Æå™\›Ã¡AÐÒd´6#ÚšJqkLEÇRMÖíPà×Ü<ŸND~ÃòkÔ¼oS¸=ú[Û3˜ôLy¡ª-´‰þ¶e°+“}¹4p¤ˆcÅœhÉÉVœ®àL%g«8WÅù¶œ¯ä\ÎU¤—³aiÍ™2δàt§r9‘ͱ ÂÎÐq(ž} Ì öy\MgQÐßz¼NPà~ø™lç'7ÝüõgÒ›Ÿ¹éoªýÚûÿÍ•x¥ +ÜcÝÉhU2}C:zk/rq4g†q<AýÙzõ<Ɔ‡XÙºÎÌéÈWÕéNÑïWÄ¢KãNÑ…éNÑr˜˜H¼›HLM$¦%3‰¹‰D˜/,LÜbPbN&ÿV;?—y,̧®€%¡5P!Ë›³¬„Å­©«¦¾3+bmxº¾l~†íƒÙ5’}ã88#¯qü-N½Ïٹ𗿠APò‡ï2¢¥¡¢)3ÚœíÎŽ³£©èª÷ø˜òéï@À èÐ|H“¸=ºyLGÑðx޼0;^˜äklÏ`O9ÉçD!'‹8]Ì™–œ+ç|.Tr± —ÂRÁÅÖñRÎÅr.”q¾”ó-8WÀÙÎdr*ÉØ[â©BÊ4#î¾&æ+·(¨Én +( Ào,p3Þù{+½yëí?ÿÞ=o^ÿ«²_uçŸ^oU@{&°he‚ˆfM!z«/ra4§†qt!êÃöGÙЃ•]©«aN¦‡ ¨’÷*x£Œ ‰ÄèDbX"16‘x)‘x#Å;|ä£$Ÿ%ÓÝnC¹~èmR<(:EÏË¢úOµ òYØŒEÍY\Ä’éùÂêãA‹ÛSß…•°öq6<Å–giÊî1ì{‘ƒ/sdÇßåôÎ}ÊÅé\™ÅõÐ)zAF´,­ËŒ¶fG»s¢C¹Ñ©Ì蚣ÃîÙÑäß±ÀÍ“f+‚îÐ6EpX'£‰)‰ÄîDâfÔdo&‡r8žÏ©fœiÎÙ"Η¤£žK­¹\Á•Ö\)—V\)‹—R.—p© ¹˜Ï…lÎepŽÂþ,Å…F7§ £ÃB¯­>AMñhp›P@~K›!ÏϬñ—§@7WòËã_~ÏŸÙ;ÞæeÉô”g›²£†Üh_At¸0:“]±"èo¾Ì^Ù¤ ‚šôËãÆý£ã èX÷ó <ûàÊ¿$®ÿ÷‰ÿšˆþ”ˆþÇÄ•ÂtÔs½˜ë%éð'D@7ÂRÊðk¸²ˆk…\Ïçz.ײ¹šÁ%þ"Ú+a^þìêŶlmœ;¦û9Ï®bz>.grK_ÄÈfŒÈKA/gz½A¡>?L|khX«¿ +‚æ·à»úü¯µ ËYTÁâv,‹ƒ µ¡Q¶ô§a»‡³olÜ)úuN„ è}ÎÄåi\£ØBTGºÍõúÌh[h”5DÇ £³9wჸ—A÷Rßçþ†ÀÛðE<}|¨ÛÙ »Â018Wõ„Úž«Ét¼Bžõ„Ìç‡ODÿ‘ˆþ[âÙÿ¨½Êâ (”] ·fq#ɵۂ Ð#( »Y‚ /áƒÑzýÎ/««W@¸~>êùù[ïcwM?ªÀObŸ['Ÿ7÷'¤+!šÀõQ\ÆéA@ã“ìAPw6Ô°¢‹Ú1»’é|ÜŠÉ¥L,f|sF0<±9LÈâõo'ù>ŠKôÃßäá[à’ÚÄœ ¬assAó⊠tTÊ‚2žþßj¶aI;–×°ªëz±ñI¶ á9öŒàÀ8Oàøëœz‹sïqé#®}Î_Í Ç­%Ú”Š²¢=¡St^t² :›ùG}uÜîXàÖ{ÑŠ ø(¸ow} ¼ŸÆ,‹;‡Ña7‹‚NÂ9¸ 7à‡Œ³ PüÓœgÿkíÀ‘‰] Ýšs­ ¥Ç…¥¸”â\òϳ†Ý +‚VÄAáÛ‡0U}‚6ºo(wLPànüLÚó37Ý-ó9Pà +ü$ùùùûO‹{½Ìù4˜39öO°§'Û»²±#+«©«bNÓËù¸ŒÉ%L,b|a:–ǘlÆgòzFú›ß›m‚Ÿýá+àÐ&¨¸61;ÉìLæä0'Ÿ¹…Ì+b^ óZ2¿ßU0𯭯fEgÖ<ÄúÇØÔ—­Ï°cp:jÇ‘—81‘³osñ=®NåÆgD_ßlDô=ÑæŒ¨!íËŠŽäD§ó¢#Îÿó/³·6Eƒ ¦øª¸M¿‘@_˜÷Ž ß ÔÅc¸BO( + +£ºŽ†bp!dAÉtçŸëaØWV:ðð¯µéá`-è?<R Ëq›è+y\ÉIOv6‹“™Kq(ɾ$a² "¦Ð#(|ûð^<4Ì è7zõ\ +( Àƒ+ð÷Ÿ¿wýƒ+åž+po~ûÜ:·üå[7‹Ž†s¥–³8Þ—ƒ±çaº²©=«ªX\ÉÜÖ|UÆ'¥¼×‚‰…Œ/`T.ó›bB2ýµï[09îF‡Ýœ8,Aß&ù6“Ù9ÌÎgN!sZ0·”yeÌkͼ6,ª¢öÿ¨ ³’­}˜õ½ÙÜíÙ9„}#9ø¨½2Ÿf\nNß¡‰K͹ԌK\Êã|grÒÓÍâPRìN±%ƒ5I–$™脊 áðA¿ÑËçjP@d¿™ùüÍ+d%÷]»-ð“äç7yú׉Fqcúqâ öbïC4tfS;ÖT²¤‚y­˜Qʧżל7 +˜Çè,†§›LçûLŠÿà¿}tX‚f%™•É·q4»Ù-˜Sœ2æ´fn%ua\XjÿÏÚu°áq¶$q®9ç Ó—Ïpª€ãyÉå`û³Ù“EC&S¬L²(|ÊÄó„ϠЕ¨›AÐ]{}"P@ûZà¯cŸ¿¾æ¾pç¸×?‰}n:þæÛ5†h—ûp¦GaowjÒAÐÚ +ê˙ߒ™Å|VÄLÊã¥F§–L÷dx^‰qQP(ο9wXÖ¢613É7)¾ÉfV.³ +ø¶9ßómKf—§+‚W±²=k»PûÕÖþ?µÛû²óö>G㎌ãÄμÎÅ7¹2™«smzzîø‹Â”aqEÐ6¢}DG‰Î8YØo~(¸Â»$pëÝlEÐ]÷iî®Àã0.´Š‚æC=¬‹§ Äö'9˜âp&=µÇr8‘Ë©¼tà–Óô”8՜Ӆœ*äD!G›q¨€yìÍeW YlÊbMŠú$ß%Ó-馯CµÐÑ èî¾Ä>› +( À},ð“äç'¿ÞÇ;î®)poÂÉáíËÝ܈Z¢G¸ðÇâ@vv`S[Ö•S_–žêë›"¦òaoÆ3…… hH2=Apø;ÿVQP(οU‚ If¤˜‘Í×¹|ÏÌBfñM ³Â +[³´’ÕíXWÃÆlíEíÿ[»§?qxÇÇpz<ç_åÒ¤tEP‚®OOÏÿC˜;þfEÐö8²5ÐÝ<<|®ßZÀ è·u}MK }\ôj7/ßÛ­êÇõÎÖp¨»«ÙZÁº2–•° ˆY…L+`J 1 †aqˆðøKñ1oÞÖ)¨¨6ñe’/SLÏbz.ÓóùªE|]’. +ZØŠe¬­bCG6wc{Ov=NíÿW{ðYŽåähξÀ……Š 04ì£ôаè›xhX¨ +CÃBEÐDßÛcÅgÿg ‚þYAßäzÇŸaÜV˜S2”î,€å¡.(I«Díö;²Ò>{B©OûBÚ/û ©©M46ç@û‹ØÛœÝ…ì(`[[òXŸËêê³X˜bN’™ñšCŸºq +>’š<‰¨€ +( ÀIàVþsëÂiëÝVšŽÀO’Ÿ¦³a·mɵJNUr ‚íå¬/ee‹B‡Ÿ¾Ècj6oeýÿì½w˜T×{çyŸý޵ǞqXÿÖžŸg=öxÆcïÚÞݙǻÞï­êêêÜ4MhrÎB  B!@”…2( !!²P@B$‘£È9gº›ÎáÝï=W]*»›êê[Uo«T]uëÞs>çœ{Ïùž7`f3lWzÊÄ礃؋F b° jAÜœMw,F^Èž,NÃ’t,ÍÄgÙX–‡Ï)¨kÛcsvvÁž^Ø?‡‡âÄHœ ç_+OãÆ³(yeo b6ª?Dí§f7cŒ µÆ5l'cAÎé„?ªÍôeP!(M‹Ü4Ýzlу˜™%ÀÕm¾2-gk»BØÂþ0eâp6Žäâ(Ÿ<ÉÇÑ|tw,þËׇóq0?æ`o6vfaK&6„±&„o‚øÂÆbóÄáùy•‡TjZãèÑJ@ (% EÀ“€Tj,=H xn‘}" ?ßó©-ÀÕBœl‹ýùØ–ƒuÙX‘‰ea|Âû¼n»a‚&˜™«å-(èXžØ¼æ§aA:e`q–æ¸Þa« +°ŽúRì쌽=q€nhá䜃KO€J¦¡üTÍDí[¨¬aK!_C¾oÈæ{€Z@%p_‘ûƺ/+= q 6aœi5Ê=ï‘ø­uAl +aK:¶g`W&öd»RÏþ\÷÷Ç|ìËGÇò^ìÍÇž\ìÌÅÖllÊÆºL¬ãë–±Èv‘¹As Ç€'UJÜ^¢%WJ@ (  +Ä—QK§Z•€7ÍüÛªeyð‹_ËpÃ2ìÎÂÆ0¾MÇç!,‚¡i‡ï AŒÉð„± ºÅGÌv,Îù9Eÿ(€¹i®Ѽ ÌÏÂ" +Ayø¶ ַŶvØS„ýÝݨÔ'ãÌ0\…+ãP<¿º!¯A(̓|Ya,‚6ª!Ѓ7¬žÁ"S‚|ÑZˆ–!À¸=ÀÉFúvA6–1¶O«CX›ŽõalÊÄæll£Á|väa{>ò‹ÿòw[¶æb“ÙX“U™n&Êe!, b®·ÍÈÐxó¢ej gUJ@ (% ÅV… íJà6É¢üÜV19ÂqÛÓÜIûr³Ë™<… çŒ-7aùËøD3϶!vô¿:ççôx߯jAA|’†Oé –¯³°&›ò°«ûÛãpgï‰Óýq~.?‚ëcPú*ŸBõ4W’™ÙEc}£*ÐíM¤ï$$èg© +A Ù„ZèFðžLï>xÏÆ'&|Ü!|ŽUa¬ÎÄwY®Ýé +>üÍdž|„‹ÿòwñM^“‹•9nöÉ/èeÆ‚> ¸žÈôJ¦m*·$hÔèâèJ@ (% ”@“ ¨Ôddú%øöÝŸÌÏ²ØÆ\“,ž¢½é7w{G³|Îó™GŒÑ¿8sÊS/zÛÆìÞ§… FNÇŠ0Ö1ÚgöåàpŽwÄ©n8×—âÚÃ(‰²ÇQA!h*jŸ3ZÐ;Fb˜ ýQID@… $jL­Ê½x]}ÀÀÑ +Géæí> º^ËéáÆ—™Xžé†¡£Ô³*«óÝßÿϱ¾¥q>V0UAž›t’é–dc¡ U÷AoÙî©hhÄîAÜ«ú™PJ@ (%ðÀTz`„z%¨¶KMDhçä œû°›ß‘Q¦AtûïŽE¥ˆiå)½̦˜|Iw€4lLÇ®0fàhN¶ÃÙN¸ØW™­l0ʇ¡j4jÆ£îiÔO‡¼l´ D¦åVw% BÐ]ÑèID ºŸs¿€rݸSî5ïrƒ „yéXÆ¢LDŽ ˜\’²O>þ/Çâ‹Ïr±” +s± Ÿ2me&>cVoR#šgãã&‰˜iU”€PJ@ ø‘€ +A~l-“ˆ/Æÿ¡ÈÃÑ D‹ ~À 9ˆÒÐß9Vt61ÉÜÁÁMïò5ð=@AéÇ€›8ødδÁ…¸ÚÅ=QÞÕCPûêÆ@ž€<ûÓÜ>z)ߊêÕ”@KˆîÕêÖR”õ¼­G€=<º“{á6Ÿüå‹—l¼À;ix?†ñQ&æfã“|š‹ùæ÷¿8ÿü8eãƒl¼›‰·Ãx=„—ÒVòÄhut7k½Zê••€PJ@ ¤ +‚R¥¥µžJ èÆ^ª@Ý€ÞÀ“À÷¯‹oŽ3ù|i5ĽZ1²ÐBà+“;x+… àHNfà\®´AI;TtBMwÔõ†ô½Ã¬þöE#J§‡(ÿˆîÒ*ù·´dÍ"ݽo9 xSŽvAü¥’óœí +;¯…ðfoebŸl¼gþýµcñÏ·³ðf&^ÏÀ+a¼ÂŒ ¦Ø®2Ÿ,´8e2²[ί*% ”€P-A@… – ªçTÉA è üGXM𯑦iÐt/@(0øXlv‡ÓÀåJÓPºÿdž+‹{,.’ Ö"uDwf‚R§ÝS¡¦Ñ}ûnõex†wfX9/ÑÀ4Óƒx!/…]ÁÇýÍÀ8ÖK™x!Ï…1=„©i˜Ät +GFb>‚»\ßWJ@ (% bN@… ˜#Õ*$#Т«ÚÆ,1’Œ§V') D÷ä2IIO+åOìÕÑûÞ…üØØó0¹C=Ó‡¿SmL ¸jÏ”¦¤ã7krSC˜–æÊD/0Óvs0YMLï}rýT (% ”€ˆ-‚bËSϦ’@K¯j¿ÐH>¶Z£¤!Ý[zÈ$ 4­ˆŸ Dw鯗“.ÃÌ&@y‡¡~èçŘrî¯Wƒø#Ç⿯ñFÀÍö.ðq1nüÉõH% ”€PJ VTŠI=HVqXÕ6oÅ‘¬Àµ^‰H ºÇaÈ$""-sˆîÏÍ+ör`.0xÏ>|ñ_‹ïÌKŒgqóάßRJ@ (% œ€ +AÎPÏ ’›@|Vµ¾îHîVÐÚùœ@tŽÏñ9-^‚`OŽî̱­…ØòÔ³)% ”€h6‚šN¿¨R@<çí-·úH…–Ò:¶.èÞÏQÓºµÖ«'ènÜUÓ¡ÑTõœJ@ (% šA@… f@Ó¯(Ô!çy;—!-½I¶ÓšÆ“@t¿ó¨‰g5õZÉJ >÷^ÉÚ´^J@ (%pTJ¸&Ó+xh•y{ôš:ž•Õk)渥Ƕʨi^Éõ[J€néÀ-ÇD‡F˱Õ3+% ”€h‚š„KV©F µæíq[˜¤Zƒj}[‚À-ݵµFMKTMÏ™ôné½-Z_-ŠWO®”€PJ ñTj<+=R ¤ Vœ·Çsy’‚-«UŽ![új+ŽšVJO•ôØooéºq¨²ŽŽ8@ÖK(% ”€¸/‚î‹HP©L u'íñ_¤¤r[kÝ›Mà–ŽÚº£¦ÙµÐ/¦[:mÜꮣ#n¨õBJ@ (% îA@… {ÀÑ”@ŠðÃŒ½µV+)ÞôZý&¸¥—úaà4©üzpª¸¥ÇƳú::âI[¯¥”€PJànTº}_ (ŸÌعfiÅe‹v%p_·ôOŸ œû[HA­~;ÕÑ‘‚½N«¬”€P>$ B¥UŠ´øøx˜ L&c€¡@ UФmu¾š±ß²Önu8Z%!pKçôÕÀ‰R_([:j«ÑÑÑ*Øõ¢J@ (% n! BÐ-@’þÏò®(oƒë¹¸˜‰Ói8Änm¬´±ÔÆ\ï/S À(à! 7ÐÈr  ÐŒU(Ù»‹ßfì~XÅ${›kýb@Ào'UÒS$>ŸÜ?ut$~WÒ(% ”@2P!(Zñ¾u‹ºá¨ë‡ºÎ¨l²|\ÏÂÅ0N¦á@ÛXgãk‹m̱ñ&ð"0x zŒDˆ/øç `0˜ ¼÷+ TºoC$Ú>œ±ûd-“h-©å+œ¸Ö_/æ3¼múêΩÄgD‹£”€P©H@… ¤mõ÷ 3!Ó!!£ C ½P_„êB”¶Á¥<œÊÆáLìcSßñE (U‡Úê<ÃñOW ÐƘQê 5J ‡h>4 øX|¬¶ûUJŠŽåÏ麯V4IÑÎZ‰ðçÀ‰q%õt BÀ‡7L Òw´˜J@ (%ÌTJ¶Ö]ù2ò.äUÈ4ÈÈ£ BP'T¢˜BPNgâ`;Ò±!„UA, `¾÷7€ç€IÀãÀÃF¢/X!ÐÖÈAžE… z= L^i‚–+€ ÀNà@'B¸BqºÆJà.æÛéºß6¸¸µè-@À·§ꪧô/ßÞ'u€ø·ÓhÉ”€PJ e¨”‡UJ˜—su?/v¦¥µ ±&c'Ö•Öóùˆ€ÏoŒ:@âÑW|Þ â@¯¡”€P÷" Bнè$Äg—ÓädšÊ[ÖA¾†,‚̼y222µƒQÙ7»áFG\iƒsÙ8š‰½Ø’ŽïÓ°ÂXQÌyÏ;‹ /w|g =PdT îÀ;ˆŽcO'2ZÑŽhð%°Ø 7 Ù¡‚r\Ñ©¬UPÛÒ2 òä)•ƒ o%Ê\]g» ЙR¬ˆ‰2vR¬YR¢º¼úÿ–¨$N}Ñÿ]!N ô2J@ (%p*ÝJ¢¼U–›!¹’!Ù”íï!Ë! !!èyÈÓÇ!ÃQ;}PÒ×:âRÎfã… 0¶„ð}ߨø  {×lãê5˜ŒêF©Z”Ä>©Úb \ï½ãé‰wŸKÐŽoLz=% ”€¨䣯ðEQ©&u=¤¢HJÛÈõ ¹hËqsÇÿùö6!h"êi„C!¨/ª» ´#.·ÃéÉÃÞllËÀúV1eÀHÑï›ÜñÏ›(ÐŒ=ÜÄ…¦;Xt€ >Æ_Œ^c‘Üñ? A66Ún¤è#6N¤ãLŽ+]é„=QÚCQ5 +5O v2êg@¨SÍ6iî™ì~d#dä0ä¬ÊA¾èg =K× ¯/úP +"¡‡O +·[âU=qïu:FZ¡·%nwiXzI% ”@ëP!¨õÛÀG%xAd‚Ô?$Õ=D‹ t¹9ÙÙdê*ó ïB^ýÉ"¨~´+ÕôEYÜè„Ë…8U€ÃyØ-ø>+ =… ¦ {Ý$›Œ5BP€¢£1w<#H1ѤSúUÆ—¶ñ cMÜól`g‡8Äù,\h‹K]p¥7n ÂÍá¨ê ¨‚:FŠ~Ýø¯}j”+êW,ünÈÈ9È ÛGÈSµ(‰>K× oªö\¿Ô;ÑG_8j9îB€·¸„¾Ëé¹KöðÛ ÝiZ˜ž^ (%à7žýolKÈ3Çö„z¶#ð®ÈsR?NêIMw)ï %yr5]Îý„æ4 +!ô´ú2 òŠñÀz‚j‡¢bŠ{áJWœï€“mp(»³Œ +#Í‹Êï AÀ~Æ#Ìó £ñ‡Ç€§ +A3w£…  v¤áPÎ0eXWòÝ$e7z d +•?†Ê'Q3Õ‚ê™2Œ­ΈAÖ¿65QѺ@!((eáè'n$˜¥ë½­Q-­µ $A-FÏÉqsÓ1ƒ®ÐŒS$GïiFÅõ+J@ („"­ÿÜò:VõP!(V$[ø<‹DÞ™.ò˜Ô –Ú®®Tœ'—Ó]_*zTí4av¾,†|dr½y2u£P9%ƒqµ/.ôÀéN8ÖiD!(ŒïÓ°Âv-‚(½ ¼Ì0"¥ +>´ÿa²0 +AtóÑFˆí…(ñHO;¢yz% ”€/ DÄŸèÒyoF¿ó ¯Uzzqüî‘·Dž‘úÇ¥ö!©é&…Rœ#—Óä4ÜÜñÛ!ß›ô[‹ŒÀò&„îW“!ãQ;FºÒçzáDWîˆ °3çB-|hç3Ñ8ÑÌ‚¨y‰ã hðÀBOŒ&DW²÷h”†%éø&ëÂØžý8™‰KY(ÎEiÜìáæŽg*Ç¢ê)ÔLGí+¨g¤h +V”­(^1eËÏZ°.W(¥Ie–Ô¶•úNq$¬—ú¤™¢ë„÷íªÄ‹@ÒŒ xÓëÜŸ@’ÝÍtŒÜ¿É[îˆ$ëL-JϬ”€ðjA*ù¬mïXœ"óDÞúiR;Nj†J5… 6R’)W? AÛŒ]Írccó‰Àó<äiÔGÕh” G±±:ß'»àpì+ÀŽ\lÊÀÚ ¾±±ø˜Ñ~LÌ&…`8è‡Lް"cä AÔ…˜GŒÙÄÆS€M–±96æ±,+x6ÆÊž\7+Ùù6¸Þ7‹PÖÓÍ_1UãPý4jžCík¨c#º°Ñ‘ÍKF‹¦C3¶\Iq–”HU©ë#2èŽDôÍ–& Sô–&¬çOn:‚’»}ã_»ä[¸ë‰/úÅ“¯Ký¢zú‡PJ 9 ¨”œíz×Z}%2Wä5‘)R7Vª‡Jew©È—’°\±åd¿q­Z ¡›Õ{‡¡˜g ~jÆ£b4J‡ãú\î‡ó=pª3·Ç¾6Ø‘Âø.ˆ¯m,æï/Ï€GÁ@O)º‹I"ïâ›üè `*ðð6ð°0€/˜},ŒõYØF!(GÛâL{\.Bi”÷FÅT>Šª'P=5Ï£öuÔ¿gR†}ƸF¶lÈŽ  Ê©4W*É’ + +Aݤz°Ô=zW*úA‹Ðùy‹¡Õ§ +D©ÒÒ-_O®×“rÉ®c¤åûÎý®”ë~•ÖÏ•€P M@… „n¾¦þs‘EfŠL%µƒ¤Š1‚ÚHiº\¶å$„Ñu¶@¾3—~™ËknʰºI¨²1(~W‡àB?œé‰‚Ú¹ZÍŽ,üŽ5A,·±Øè9om‡ +už‘À #Ñ"ˆ‰Ã¼AŒ=eL†h8ôŠÑލ - +àË4|ÆÆLìÈÁù8V€³‚:£¸;Êûº¹ã™2¬jª§¢æÔ¾:FŠfÊ0æ8[ui²-]~ ˉ ¹˜)¥YR•/µ¤¾¿… §šNL¿ñ@t~þ@øôËJ@D‘ö‚˜Hâ•ºŽ‘˜ô=I÷°E£ßWJ@ ´&» >w{¿e婚ñ-ýJ ¬¡ôÈ+"“DFJ]?©î$¹R’KFÚg„ æÞú¨+ôºš‰z†â™„* +A£P<—ã|?œê£qBPvfbSèV!ˆÞ^ôù¢çý¿(1S#ES¢i ˆƒè5æÏz¹ãOÙ +A´ÊÀºllÍÃÞ68RˆÓp¡ ®õÄÍ~(÷„ 'Qý j^B훨ûÀ¤ ûœ)ïi”!ÙO!(S.dKq®‰ÝA¤Ÿ+|¹ò׋q®—Ò5¬ö%ð t‘û õû”“}‚¦ÃÄÝ<éû™/(k!”€PM#à >·h5÷Vn9ø¾×kêñ÷=¡kkD>y_ä%‘‰"ˆô–ÚR•õ“ÄL[‚6C¾…PW™™í掯›ŽêI¨›£pãa\ˆó}pºŽá`[ìÍÅÎðOBÐW Aô󊂈B)š~a ÄHÑ‘ÜñLææŽ7鯖ÚXž†ÕXo„ Ý8Ô'Šp®.÷FñW¢‡sÇWyBÐ[¨›ƒzz±Q¹Z ÙdË.º†¥ËÉ ¹ÄzåJUHG‘"cD¦Š¼kªz¾{ÐÉù½èègJ ü?ˆ<›ÏŽ@´5š?oò¨œ©°:÷ÿ0‰GKûá©ÐÛüÀYË ”€h +Oö¹ýß{œ£IÚN“¾ÇEõ£#ð­‚Þy^äI‘á"½¤¾Pª2¥8$‚rÜA?!ˆžVŸ@ÞAý+nr®ªI(‡ÒQ¸þ0.À…^8ÝÇ;àPöec=¹BX… EÀ‡]â… ®#šBå /@¥! +A^îøçLʰ÷ùÀç6¾IÃwew‚d¡ñe£!ýÚv§ÉÁ 9‘#ÚÈõB©è(u]M¤è±"ÓÜ@ÙúG:9#l½Trðí ¢W/M:éáK?ßÞ& +\m„ Þðy“g^ÈqÆ449Fkå'¾&~‚¯²¨/Òz% ”@ã Ü¢5æ‹—wdc®«Ç´Z-™m„ 'Dé.’/•™r=,ç´‚˜ŠëÔQz•“P6%â… ZyBP{jƒ}TlŒôm_F A/“Í*€k +At +»E•;þ à`ð%°2ˆïÃø! ;s±¿ Ž¶Ã©N8×—ts˜±rŒkØË¨}õšgŒn½ÖDºÞ”C™r"_ε—«äf7©é-òÈ8‘é"o™¼i-@WOy':9¿}O 4€ 8iÆ9ÝycÌÏ"¨@!ˆ¿íŒòÏÛ>oòôžjö¸;Є:ë¡J ‰|8LšXƒä:\µ äjO­P)K ‘ +O#KYŒ>¨ø÷"‹Ef‰WʳåZXÎ¥ÉQ[öлŠÁv LÂe„ ÚWPý,*žBÙã(‰kCqiÎõ©.8F!(?fºBІ(}ac!0Çä‚§ô´‘z¸è0_iÄcFŠö6‹7b|Ó|‹ßý +îyÖ…±9;yò¶8ÒÁÍS¶.õǵ‡Pú*Æ j¢[ªšWPK›¥ ‹ _C¾‡l3‰ÏŽ¦Ë™¹ØV®w’²RÝ_jGˆL0GäS´EªA'ç©ÒÒZÏ#à·Aô 0«!/ä“&Ô-‚hêù»–óo,ç·,çß[“Pb€8ZqG ’²Å é‰S€ß†Iª·ë¯Zv% ”@RhŒÈÓ˜c’FBWb¡‚fˆcnòTû?‚›VÒϨµl‰KÀWÃ$q1ƸäªÅ¨žN (%Ð:î«óÜ÷€Ö)·^õæ‹Ð$¦Aª/r“j•dÉåt9M*[vB6@V@–@æº2KõLTÎ@Ù$”ŽÃ‘®ÄX=g»ãT޵ÅÁìÉÀ–0Ö…\—®e¶ç‡Ñ~^7BÐSÀc&£Cw¢e½lY´úµåüµåü7Ëá^‘Íb®¾¾ `c:¶eaOžŒúXGœê†³Fº: %£Pþ¸kÄÈE´Vb YN·´‚ÖÃ-ÿ!ÈYÈÅ ¹F«£Tu—ÚR7Zê™()ÃÞ¡ÆpIúÓâtfÞâˆõ)@À?ãh%°Ô¤wœ xB-‚èö§Fò\Ãr¾ð„ ¿27y +A/o³OÞä©ö§@£i[€FJ+TÞ·—¼M Ðb°½‰'Æb…ÆVœoú¶Z0% ”€ {K=÷þTúƒ]Ã$çYc4P„)Ãr¤$S.…\+šý¶l·]»Š*´±ùuÆ"È‚žFéø!ˆAÝq²#Žà@vgbskCø&ˆÏ˜¼¼Ì&c€¡&_üdËb˜ ßw\!ȳ ü³åü‹åØ–ó0Xb„ µlJÇö,ìÍá!è\\¢E'C5… gQûªk³ô“DñŠ… Ãsp¥­ùRF!¨‡Ô ‘ÚǤž¹ã_1IÓ©EP|z£NËãÃY¯’Üü3ŽV!è€BЫÆ"è?[Î_Z-<¹²‹A\âñO®ì(ýWËyÆAô&ûØXQíOîöÒÚµÿŒ”Ö"àÓë-ˆ»~ž¡w»ð„ †ón|“sB@ORŸÖB‹¥”€Hy÷P{îñQÊcó€ú7Mò,¦Ð2BPu¶”„åbHŽe_@¶ÚnÈåå&êÎÔ½íº_Uz®aãLŒ Á¸d,‚N!( »2ðCkBXÄÛ?­ž5BÐhà!c D‹ +AðK!ȳâfq†åä[N{ËáÁ‚ÂØž½mp°ŽvÆÉž8×—†àê#(ƒ²'Ü,f53PG!ȳZ +Yi„ ]#ókiRš#í¥†Aƒ¥žBБW„ ~j’¤-‹NË“¶iµbq$à“q´ X,ƒ«ö¿k„ Þä=!h0ÐÓA4by*Bü“+; ýåü“å¼Pí§ô™±Z§k½8öŸÔ¹”OFJêodM)¿jY„Ç›¸aŒ CÊg¼cDtc +AOy™· † häÉõ0% ”€ˆ' +>ü¹ýŠw|óöÃôÖ&ð†ÔÑ"hŒHê$™R’.Br,Möe‹‚˜käÔ¾…ê—Qù,ÊŸrc•ŒÀõÁ¸Üç»áTkƒC‚ÂØr… ¯‚XÀG¶;᧶Ç>7wÞ°¬—,«PôK!ˆ ®x€·Y̯xA]-§×ÿäPYÚá Aíq´+NöÆÙA¸8 WEñã(sP55Ï¡î5Èl“æžÉîàšÑã訂ŠRž%Õ…R×Mê‡H=…¯©"3E>¡E +Añè†:-e½F²ðÉ8ÚÐ"ˆv›¼WseÇÅÚ?XÎßZÎ( "qŸBPG;šoreG‹ ´šñ+Œį¯¾×U^²wÚV©ŸOFJ«ÔÝ·åí‚n¡ 9Õ²ž0÷„h‹ +AÞí‚ç9'äœòÞÂÛucßVJ ¦”€Hq·Ë>·¿“âˆü[ýºiR3Nꈴ“ÚðOB-‚~´e+ä;È—ù¨µo¢ú%TNCùDÜ‹âG\!èjo\ì‚3íq"‡3±›©ÞÓ±:„/ƒXÀ‡¶ûÐgØš϶,.¼‡>… ßq,ú x®a|èsùàíþP5ŠA´ú>€>¿áôÿmgà¿sF„ F…âqnaª§¢öyÔ¿yò)ä ÈjÈfÈ^È1‚”B*²¤¦Pj{IíÃR7^ꟕú7D>Y¢®añéœ:-g½JrðÉ8Úh4OònòŒóö7&"´w“¿Å5̳¢ôXŸÞMÞ ·^—xÉÝe[©v>)­T{?^–€!h +sZÖ#Æi´{CŒ ˆnì Aœ>k&¼]PbD2?ÖJˤ”€P·… R!(a:£åÔŒ•ª!RS$µéR’KA9ø…´à'!¨êET<ƒ²‰(õ„ A¸ÊLîq®Næ¹BkÔ -bŽíÚô¾À,`–5Þ˜4fÀ‚~×A}L6y¢×˜cúÜ,žÝðÐçŽ3… *KžkØà?t†þ±3ìϳFº6 +%žô ê^€PzßÕ¬\!hMƒt¼AªÌ”êvRÓGj‘º'¥î9©g|¤¹"ËDV'Lc%lAuNž°M§÷Ÿ % +A¼?siÆ•—iðÿÞ„ý÷VvùéâA‹ Ï׃ =Þù¹@±ˆ®a/«®ì¨#-6èúÎ_],yJã“Á’<@ &Ü×£ðëÝ.x˜j ~FX–7'lg‚ESâäFãž•¸'y„ü"u$Þs úU% ”€hAÑâOô뼤ž:&(UvS«WgHIš\¤dË~ÜnTõʧáæDÅõá¸:W(ál!NæàH{Òñ]Âø*€…¶›žQÅùˈãLŽø@7“5ìß9GPâ;›„bL+6˜i"NÌ3ý•Àú6§»®a{Ú`é†}0â/GÿÚó_×"ˆ¹ãŸA}D¢M˜ZŒ&™,󯛌óóÏo¹YÀ–tìdŒ f%cn2#11‚h4öœñÿäÔL…<yà dä†3ŠAt ‹AÙRY$Õý¤f„kT?£Aú*Ú·õ«¨òÖo-ARðÉPŠAŸ4ÄšÐ5ì×–Ã-þh‹ úˆñOnñÿ'Ë¡D_ªFÔŽ(-5B‹NŠŽéÇJød°øM|ËD±7¢{„ÏxAÆVðeË¢” ä7XÑ5ŒVâ™[Ĥõ„ Î ©oT-(¾m§WSJ@ 4‰€'©Ô$h­0ƒçÜì%¥Rb»Au¨ŸPEùò-„±—ç¹q˜k_w… º†ý$ Õ¸Øç)åãdޱ‡<6Ö ˆ*]ÃÞžž†G°®Àÿì¸éã#A|ŸŸòÉã?_køÐ`[:vgãÇîˆãÝpšá©i‰4 7F¹1«+LøïŽóÿ:Nš#s !ŒnÍÐF[àjY¬È%Ʋ¥,W*:KÕ©~Tj‹ OE–·>ü(NÈS ‘µŠñ àŸ¡ÄE÷è©çpeG#Oú–C#Oo‹?Ú5Œ1‚Õêiô"ä-8ÙŽÓÖqŠù² ®wÛIÈe[n2kX®Tv’êþR;Bê'ˆLyG„Bþă€NÈcH™2)ÅRN§_¦§Ë¿ôÇÉ3ûª\œN{ûª4àÓe Ë §j-þJ+ÌÒŒBP¤+re÷(ð§–óû–íöG–óg–óW–ó¤q a„Y AÞ4q#i%îmR7f 1ZM¶,>¹èIÚ ð,‚x»ð iäéÆ+Uº7hýT (%à*ù£šXŠâ¹’!gƒnÖuæ^gö• +AAÞFýK¨™ŽÊI({%£‚.Ñ"ÈA'Â8dc§QVÙXfƒq~Þ3f½3€§L ‡¾@ç_ +Aý¥e¢h×0.u¿ð,‚‚Øš]yø±‡;áDœí‡Kƒ]!¨t*G-… g /»R•Ì…,|§§ã pœ¡Žœ²å +… TäKu'©í'õˆzF% ”@Œ ¨c q;ݵ°œÉÈ.Ȇ(!è-È ¨yUQþ8JGâÆP\íWêˆÓù8ž/.ôFÛ5ß]f‚ûqçUó(§¯÷€ÙÁhôÛ©Aâ6ýIþM/7¤Šh’mMôW.î(N²+R¢FD¥ˆ @îP;JÞZÌÄ&àÏñ’ØL›^úˆEÐGÀ¿˜ÔÿÍrÆ›L²Ü +¤ÔÎÜ.~ÛL9-ä\‘[‡Ü@ŒAó̬R… ¦³×o(% Z€ +A­=¶—Üp-‚(y®aošÌ\“Pó*Æ t®Á•~¸È =E® +t, Ó°ÇÆQBžžEГf‡w>âó—B·@àZ• º Ð΋\:¿|幆¥a[vçà@ŽÑ­³kƒt£/Ê¡r8j‹²Š‚èÔF‹¦ÃskA)É–²vRÕݤ²w —ô'žt*Þ4Ú= íP—‹ê0Ê„ Ï"ˆÓiO¢EЛ 1‚¸¸¦­Ç•UN§Û‹ Ø{ûªüÈ[}S5âêûc³¯ºÊØï6AçmܰQ™†ºL]›7­¡Zåhߎ¦gŒqÕvÅî ù ³¼iœÆ¼û|«pÓ‹¦&ߎ—Tkλ2-'`9œãña4ÅlÿÑ5¬¯Ù,l‚øä¢nL‹ O¢kØLdàÓ‹ Tã¦õUJ@ $"‚±Õn-3å”oŒEÐ\7F]ÃdjÇ¡êQ” Cñ \íãJ@ü=Q€#Ù8.-7ÝIrŒEÄg}³XàZ• o­ÊuÄËf­Ê=£ÅÆf-Ï–†í™Ø›‹Cmp¢=Îu•n(îƒÒÁ(a\ÜÛ\Ã׈VDº’.ŹRÖ^*»KÍ@cä•Z¡[¼…þÖ©xÀ„tG}GÔ´Ae&Ê®EЩ×°õ&HÂc`Ïé4…SN§¹¯ê­¾)Ñ#Œ–4 +ò„ J¯4°§ Ëéô«¿ŒD×°pãzµqÝFU’ié¢rPš+þ‡ú4 hW•dEˆ=“êPüYé•€ÿÇK·‘™þ4Ýò¶0¸Í÷† ýtCt;Zu5-ZòÉõûŽÅY"§…|rÑ"hšqj~ר².3®aIŒK«¦”€H*%MSÊbȇFz 225#Q6Å\±ZÖå.8×'Ûà°‚èl²Ñ¤øüÌ<¸gýÒ"èŽBßäŸF |âSâWæ6„1ùÞÆævfâÇ\)À©ö¸P„+=p½JBÙHTEíDÔ=‹zÆb°èý… Ï"ˆ‘ŽÎ2Xt𔆥*Oj;Šôº¥]"•[Þ×?cH@§â…ù(d0¤'êŠPU€ò,”q?Çò,‚S®Ism hi°Òñ~bß|ˆSááR”j—¥¿k²BÐn¡³q çÖ·V¥É·õ3»Á{…'YÀ–vgà@޵Á™v¸Ø W{ ¸n2FÐÔŒE½gtKŒ ˆt:(—ÂRœ%•¹÷ÆëM]î}Œ~Ú<:o·' ‚† ¾—+Õä£2ãg!ˆ1‚¶sDD¹†E[1êæ… æoŠ6·ãtš£Ò‚6!è-‚¸DY:ªrPWˆúnþGT jT£éAJ@ ø™€>}âÖ:wÓ¢ @{o>¹ rrC’AÏ"¨ !£Ûýž±â´ptƒEmYi4OM +£9êk% ”€¿ ¨äïöiVéžs]ÃhäYúVôAI7\-¹BW¥9=éØ€ç½²Ôè9\xÒȇÖ4øá‚”澂ڛð¡Œ=0·~è½Â'>… nýÌ4F |â{kÕuAlIÇ®LW:Z€Ó´ꌫ=]!¨|ªAýh… ‹ž y2² ²ÊXífÖ° œJ“Ëé®EPã~3“iÜ™ô¨Ÿ èTügw{522ʵ¢TK!(axYÃNÙn°èˆ´¨! /÷U½é4… Æ‡ƒ«­1°gƒZ¢ipŽämaû½ŸA(닚BTfãJNå`vdaS:¾ `91ZàZuЉgë­U)üõ¼Ã1že+Œ´%Œ½™8”ƒ“ù8_ˆ«QÒå½Q=uÃPG×°§P?½!}¼gô-Ăޯ` +ñ€³Vk)ß\X'á÷o +F¸ºMªl‹›9¸ž‹A¸A BÐ +#y*+×?ß&qp1Ò… opQ¢½PdpÑÜîsÎý`/pÌÆ +A¸ÁAù¨mk„ Æ¢ØKWµgb0‚î_}=B (%ÐbôC´1ŸÑ5,ZâÌðWŽE‹ –YO¥”€Pq& BPœ·øå¼Çÿm—¹Þ72q1GÓ±7„-¬ â+Û‚"Q¹õÃx¶Üúù_‹O|.Té½BnýÜ.ÑhÞ+ô,û:ˆïBØÌÜñY8”‹Sù¸XˆPÑ5=QÏ0&ß½Õf@^‡¼ùòyƒkØmE}À7b>ÿyÀò$Ê×u~ÿ–bvOù³EPe!næâZ&.„p"ˆQ®aKL@õwL°h +Ao9#£,‚†Ó<þ™Ìh{5¦½ô% ”€o ¨äÛ¦ilÁb¤E.ýdÏþe<Û1QBçö°Øì‚k 9‰Ÿ_øgå+JÑíî«‚ù«0´jcpfº†Ñ"¨+êÚÿRöÛ€µp#±Óïò€æv‚þÑr( ‚hkw‹k˜'ÍŒ‚h了ٮE… «é(Év¯H!¨6"i°hu-PÍ$ ¡{€óáÔEÛëí¥)% üO@… ÿ·Ñ]KèM îúq3?H'{Ëðk&öÖýZê4z 8SxaÒvšºuC-caµAi6®‹ “¶+m5BÐWÀà}àuà9`’ ÀõŸ,Ç˽ÂìÑBПXN´¹-‚¼¬aŒĬa{L¦ng,tfrÏCi( ¹‘|~4®aŒíæY†‚~e„ ß²œßl‚žfD‹þð‚Eóœ'ËÀ Ze£²-jŠ t £4JU æ·¡~S (_Ð'QÂÍC´É|5‚´0J@ (&P!¨I¸|q°ª@-Ü 7{p:—kúnÔg ,ì†q¦tÔAÌóõ@‡®a‘ALÉ÷8ÀAt ëÚ;ž‘Ø»ýŒ@ÄOy £ Ñ‚ˆßâw#B³†Î§¹rSI.* P×B×°Áª5£Ýô+J@ ø”@Ê>‰wÖ‘²MæÓ!¤ÅRJ@ 4…€ +AM¡•üÇê3=ºwn]‹Æ¼Övo ¥Û©+D Mt‚¸–†³A7¤ó>ÛMøNKž/Læ¯[bÑ"ˆBŦ c¤h +A…(Q ¢Ä8B´bpiO¢s¥­p­ŒhtÉFq•é¨Ë†!èöé;J@ (D&:£Èƒ/÷'uÚ+qÛHK®”€¸‚îF&5ß×gúÛÝ›°Ýñ£äxSÛýAÚ±,Å´ØŽØØm»y¾äÙ‚Þ3®^Œü3 ú!ˆ‘¢óM¼hŠB|Çs ‹AsL|!:—ÑÅl;pnbz +A¥AÔ„P—£†@Ò\ú]% üK éFýÇ¿mÐÄ’%}“5‘‡®”€H*%LSÅ¥ ú@¿æä›¿y•ÕF¿G£7þ£sÀa`7°X,3™¿˜ÿ‹ÁŸ)9ÃA{BPgc ”Û ÑFȳ¢k-‚"®a´Zk"í÷bÙ(·Uj|ƒè‘J@ $d}%ëü=,Y›,ñ–X (%ÐD*5X2®OóF¶n’Íè´ÝÙîÁ“¯MµFJ@ (% ‘@œç$ªÿĤ“ĹÕbRf=‰PJÀ·î&øÜíýfTD… f@K¾¯èã;ùÚTk¤”€PJ  ÄaNøBbB ­“rêI”€P Aàn‚ÏÝÞoF¥Tj´$ûŠ>»“¬Aµ:J@ (% —€NK±í´Õ±Õ´ÌJ@ ø–ÀÝŸ»½ßŒŠ¨Ô hIö}v'Yƒju”€PJ@ (%g:ŸŒ3p½œPILàn‚ÏÝÞo +‚š-ɾ¢î$kP­ŽPJ@ (% âL@ç“q®—SJ ‰ ÜMð¹ÛûÍ@¡BP3 %ÙWôÁd ªÕQJ@ (% ”@œ è|2ÎÀõrJ@ $7Û5ŸÛßy*=½$ø®>µ“ µ +J@ (% ”€h]:¥l]þzu% ’ŒÀ-²÷ç=Ô›{|tG2M=þŽ'Ñ7—€>µ·í´äJ@ (% ”€ðUú§-´$J@ $ˆøyqïJ5IÛiÒÁ÷¾®~êO‹·—i€<< ôº«=Ðè Fã©æàw€¹ÀR`àϪi©”€PJ@ (% |B@… Ÿ4„C (¤!‘€©Û4ò0òiü‘I3¹+r6Œ“i8 ì6+eÀ<à]`&0˜%õ~ ‹rPg# +õ†cIÀ à5à}`ð°ØbãÇ Nq9„KmUJî~¤µSJ@ (% ”@Ó¨Ô4^z´PJ 4Ráiäa-P@=eÌTvGuÊ P–‰Ò.ǽÀÀjà #æPÒyxΈ<”z†ƒ¿E» ^ƨ‹±¢¥í…žj‚(} +|nγØ âtgÛâ +¯Xé +¨¢PÌšRO¤”€PJ@ (% BP‚6œ[ ($#Б§1Ç$–ä©ÎcA¨+Be!Jòp%çÒ\!ˆ¢ ¥›ï€/…Àà-àE`ŠqþiŒþÖ  @Ó îFŒ6îcÏ " +A´&ò„ ÊJ—Žq&„+(ÍFY”÷Då`T= +™ªŠPòt.­‰PJÀ·øØâ¶ÅàIãËü*0Ûl[ðyGûUß[ ¦R€jA©ÐÊZG% üOà¾:Ï}ðS®„oB^‚<q £Q;ƒQÒ×»âj!.æátޱ/€­fJ¼`˜ Â=L0jµ ÿÖCÀÀ-ˆ¦AƒQfj= x˜||f\Ì6°-{³p$g +p¥¥PÙ•P55ãQ7òämÈG:O¹^©VJ@ ´4Žf†¬ŒhÇ]Œ¡æYF-È{`1®ÝÇÆšZÐN•ƒZº1ôüJà.Tº }[ (%o÷–zîýi¼Ëª×»7Å!³!¯B¦£v²+¿TDÕ`TôÄÍN¸Þ—òp6G2°'›Cø. ËXb»aŸ9I¦¶Ã 3§Íô£åÏ?Á¢çÒœQ3@P#=j”"êE .ͯð‹KL¼èïmlNÇ®lìÏÇñv8[„+ÝPÚ Õ}Q;µ¡vj_@uª9õ•ƒîÝœú©PJ@ 4ŠÅš1Ÿ\ü}Ü<ÅèÈÌ×´ b>Úfïóm|eã;ÛÕ‚N©Ô(ºzˆ%‚bISÏ¥”€x0÷P{îñу]S¿SßCV@–A>…¼‡ú7PGÉe +jÇ£fª¡¢7J»âz\nƒSù8˜‹ÙØ”‰Õø*‹ÒðQïØ? Aãÿ‹ShΫ švAžÄi)ô„1¶ÉÑ”h±åœWðCÛs°·‡ÛãTg\èk}qsª†Ð;ìIȳ™n e>äKÈwí*Å´'èÉ”€P©D€:ùÌšhbÜM1Γþ>e$ >°ÆO3´×l|À ¾b}v§áT@ŸA©Ô]´®>  BA‹ ”€ø™ÀÝŸ»½ÿó7õUë8Ù Ùùòdêç îmÔ½„º©¨{5¢âaÜ€½pµ ÎuÀ‰¶8˜‡ÝÙø!ß…±<‹Ó07€Ù6HÁ8y¦wØ¿Àâv*Á1;­ŒD1þRâ”›“íVÈÆ ø2ˆÕi®´3{)4uÀ±n8Õçãê0”>Š*,š`Öh­ô.dž)íjÈæ€ì Êñ´Ö¥¨WWJ@ („#ÀL—ÌbIkf:xÁØ©r‡‚Ï&¾æï €Æ«T„x ‚¦Øx!€×ƒ˜Â’V¤cSûÒq1¨ZPµ¼8± ¨”Øí§¥WJ éÜQó¹ã›IWõĬÐÅ49CAÙp… 5¯ Qÿ!êßBý‹¨§EГ¨‹²(Œë}p©;NwÆ‘Ø×Ûó±1«3]!hI>üœAž;§ÜZýWX´®çN+}Á¨ÑAŒ‚x¯ÝÝUÏÛîŒúý >MÃç!¬JÇÆ0vr^‹Cíp¬ NõƹA¸<×Ç tªž6BÐËYOŒýÒ*[6Ù²Û–#ir6S®…³%´ÔJ@ (%oLp@wfî_¼¼ibÖÑ[ùmàÿ¶œ´œ¿·œ¿µœ¿´OâæÅDÓx9ˆ·C˜Âgéø6Œ-a ©ï¶Óë¥8&A–•⬴úJ@ (ø¸]ö¹ýø”D¯r×särºœN—Ãi²;èÚÕÐÍj¹‰½ÃPÌ ÈL‹ i¨~ +ãpóQÅ•8×Ç{à@gìîˆ-í°® VæâË,,ãã <Óiî«rÂÌýSÀ¢å,ˆî`ÃÄøâq“l<Àkü… –…°2ë3°=?fã`;é‚“½qv.ǵ1(™€òɨž¡ôމe´²Ò– ¶+dÈ™°\É‘²¶÷©¸~¬”€P©M`¾IXIÇd>¶˜¼’ÿÎ1ëøNšåü«åüËùgËùËùËù–ó<@Û!Z=ÀsA¼Â{!ÌOÇò06„ñcU Jí¥µ3F A”€TŠsÃè唀Hm·(?·ü™ÚlüQûÊ>RÑVJ³åJ†œI—#!Ù”-YkË×? Au¯¢ú9TLÁÍ'Qü®=‚Kƒq¶/NtÇáÎØÛÛ +±¡ Vçby&–¦c^o!ˆfö!Xžƒè æ1'Ä2ˆê+‹ +A󏵯Р|Ÿ…­Ù®EÐá¶8Ú'zãô`œKcqÍAéTT<‡Æ¢N5²Ä–¶¬ÈŽ k×t&MÎȵÎRÑÝ µJ@ (%à;Ë/L¶ÊEÀ‡Fÿù„! þÙÖr²-çãQˆ5¦¶ü+ËùsË¡¿Ø³‚‚˜Ä+!¼C£ 0>»þÑ4d=¥BïÚY ”Ìî/©”Ìí¯uSJÀ¿¢ÅŸè×þ-q +•l€Ôv•ÊöRš/W3ä\Hަɾ€lµeÉõÄÕXêf£úuT¼ˆ²i(ˆbê0#pñ!œéã=q°+öa[;llƒïrðM¦kÏ3?àî¨Òºžq¸sšËsc˜M:ˆ1jtÄ(("1ðæÌ f‡ðqK2ñuÖfcs.öäãHŽáTOœˆ Ãq™J”ƒÏ ôET¾ŽZº†}dËb*W,v@¶å`PN…ä½ÃÚËþR>Ldp +µªVU (% G`ð­IU¹Ìè? ¥&)|7Ë)²œ%ßY`>¢@ÄçÚlà?ZΟZ7/¦]-èÅ Þ aãã…±*Œ­éêÖ8ôz”ˆ»jAj;Èz&% ”@3DôŸÈ‹fœD¿k£¥vˆTõ•›Ýäz{¹œ+çÂr<(ûm7÷Öz“8l)ê?Aíû¨~/ý,]‰ CqzŽõÁîØÕ[:`}[¬ÎÃ7Yø<  Q=C.0Ò&½Ã²`ybL%ï9ˆ1j4ÃDÓ(ˆ¿´b°…g½}Õt|”E™ø*krñÃP·Á¡¶8ѧ{à\\|WFãú”LAÙó¨| 5³QG‹ E¶,·å{[¶dšË…l¹‘/7»Hù`©|\ê'Ä žO (% ˜À` °X |Ý } ô·œ^–CK!ªCŸ”ƒ-h.ð>ÀØAtû•åL·19€Aã×rÍY%ocûÕ"(;…=! ÜYRC „lL-´PÉFÀ“€TòM»N‘ÚñR5JʆJIo¹V$ åt® ËA[v@60äê—¡v>ªç òm”¿‚›ÓQ2 ×Çãò(\xg!¨vwÁÖŽØÐk„ EFb˜Í—QP¬gL²Ff1/j´g44ZJÃ;‚Â? At4Û”8Pˆíqº;ÎöÇ…a¸4WŸÄ©(}寣j6j]!ˆÑ­mùŽ~mônË#Ùr–fNm¥¼½T pkZ;Iê_ô -ˆPJ@ ´2Ø lÖ» ¯zŠ} ²œ~–Ciˆïxrµ ÚÑ(ˆîcŒ#ô¿YΟ1Xghdã%†Œb.3¤aóÈkâ°VnX½¼¿Ü®…p) p¾çòPœã˜êw‚TòW/ÐÒ(%Ò¨©äðšÔÎêIRõ˜”?$¥½ÜX:ÛÉ™DÅ;(›‰Ò(yúg!è´‚öÀž.ØÖÛâ»<¬ÈÂ!,¶ÁS +A¯m`1Í +#M6©äiäE +¢QS†Ñ"ˆ©Äž¢EP¯P +¹BÐÂL|™os±!ÛÛb;ï€3]q®Ÿk‰ti´+]ŸŠâp“>kï¢úcÔ-6iÎÖeSXvæÈ6r²P.u’ÎRÕKª•êÉRûŠ?øk)”€PJ • œ°q8 ?± Ø ¬5b+UÌki9Ô‚øš¢'}eÄ`AŒý&Rmt|~ÁÆÛ6>¶ñ¹uì´c¼ÈmeRzy%Ð,åi8Çį°·#¶uÂæNø¡6ò·?˜$#Û +°/WÒb0^~!©;X³ÚK¿¤”€hQ*µ(ÞÆ|®Ô¿!uÏ»2Õ£¥j Üì)7:É¥B9›#'Òå@Ð ³³>P¿*Pû…]½•¡bÊ_ÅÍ(¥Eиb,‚N±~8ÐÓA”‹™? A´Ÿg*ÞXÏ3®&0Õ¤s€["Ñ5Œ¡¤=!èítÌÉÀ‚l|ž‹•ùXWà†¡Þ×G;âLœïãÆ&ºü(®>“Qò¼+•¿‹ªQ»õÌw¿:(´¿œh':Ê Aê)µC¥Æ‘šW¤nNã(éQJ@ (%ÌN¦ádÓ±+„ml´]1ï÷Ë¡Ä×…V-ˆþbŒD£ ÆŽ¦ôŸMú0Á£±+-]éý&\‡èÏl¬±±1XØ&3z­[²(âx.¶wÀ·°¢+¾î†/ºcY,í%=±¸ñ·–vÁ×Eø®=~ÈÇþô5?iAj”ì½Kë§”@‚P!¨µî‘O¤~–Ô¾,5“¥f´T‘›}äFg¹ÒVÎeËÉtÙ’í!YŸV·*XûE°zA êÃ@Å;6… 2 +A´¢4ÚuÑ:5Gûc/ìEØPø“EЗ!7¢-‚(ÍdâXœ-3dt´w‚hä¥ã N¤)½œ†·Âø 󳱌š’‚¶F„ Î8߇àòH\O£ä9ÜœéŠTUsQ³È®ûÒv…  aÙ‘-ûóåx¡œ/’kݤ¼·Ô ”ú±R?Cêß•úe­Ý +z}% ”€heçÂ8‰Ã™Ø“‰íalNÃ÷A¬ ¸JÎHËöK!ˆ>b ä A ô·–ók“GžÜÝàNÇkF â³oª@­Ü°zùV&p6Œ +\ èË.XÜ ó{â“Þø°>è‡÷úav_ÌêƒY½1«Þí9]ñq'Ìo/ +°:ûÜ*]!HU Vn|½¼PJà®Tº+š8}ð•Ô/”º¤v¦ÔRzL*†Ii¹ÞM.·—ó´ÊýaÙ–^¿>T·*TóEZõ‚`åGÁŠY²™6-‚J&»BÐUZ ÿ…´­ ±6+³ðUÈÝ9å¶é,37.4Bç6¥Á;l¼ äy‡yBÐ4#yAó³\!ȳ¢´·=ŽáLg\è…‹ƒqy®ŽÃõ§Q<ÂÊgÙ•ÑrÉ®û–ÿŸ½÷Šcó;Ç>ÛW>ßí=Ÿ]Þ»=ß–]¾-{½¾sÙ®³Ë·û†a‚„ 2(çØÊ Êá)çœ3’@”%„$D93ó»_÷OOé!@ð£¦TÃÐÓáÓ­îú.TtÓî ¦'þT<„Ê©6šZˆ&-"Ú@tèrñ–Å! „@Ÿ$PfÁk78Yqgy~òó5ÝLà– ÎzãH vÁÆP¬ +ÇÒH$Gc~ ÄbQ,’â‹”¤D#9 +I‘X8ó"° ‹ƒ±Âk¼±Õ‡MßY§ý¦LP7o™ÌN! þ(A”à÷ÿ)Q6Ñ9¢CD[ˆVm>5O§ú±TGïè4€^¢'t×Í~ÃÕvÕ¥õ¼ó¯"hƒ¡•K{±h®ô¶="¨PA·¸ôŸ72=pÑ‚3Nê“S~lÊ£â@è8;lÀe‚8;Œžò€™µÏtmð<«‰ ­wˆ u&luÁ^+Žºã¬Cù ÀQŒwÃPƒŠQ¨œ¬¯š¥¯IÒ×­Ð7¬74n34ï7¶7ÚÎsu#ݰRÁ`zH/ÂèM UŒ¤:î6…h>Ñ¢½Dç‰n?Kù¦ÝJ€ï¦Ù óÙ ˆÑäûŸH âÛÏ|áNÌá ¾7Ïà~O\…‹Q8ã5´xÀ$wâݺoúïÌj¬(qÇËAx䉮gâ†ë®¸â‚‹&¤³ b©SbtJ¸ÖGžŸnðQÇ8þ?Â"ˆ+±–ä+‡ñ…Œ¯k´^,Pÿ=Zd˾Jຠ§<±Ï[‚±ŠÅN8°ça烥±X‡•qX5ñX˯8¬‰Åª¤EaÅp, GJ(c?–za•;¶›p¼‹ÿ¡:¥ƒ‰ úên’ „€½E@DPo‘'*$º® A›‰–QÛjšAõã©:*"¨4^ùУÁ”ïiÏq·eXÛι¶siÞçÜ´Í©q½*‚ÔöñZ×0®ôv4Šð4…á(CetA{´»AÐñ?*åA2?<å+Ü;ŒEž;Êq‚˜CqÞµ&lé$‚®x!Çù"(åÑxÏ"h’¾z–¾v‘¾žEÐ:CÓVCË>cÛ1£íœ‰2)×Jùƒ©0žSEP9§¿W­Í#ZM´Gb7{o_È’…€P ðY‚uqGd» .Ï·Õ|N`)4Jë*ȈÕÐh€Ãçká…|»í +:§ÇU#n™ðÀŒV¼„÷¾¨‚m((4IŒf_"PÏíŠÜñj{â¾;òÜëŠL³*‚ÎÔ2ÑgøØÓ)a:%X§øè7bÒ),‚Öi5Žqå6|ÐòáÊ5¾Æ}iaò7!Я Ü7¨Í^wûb} –‡`A’8ó+FÍ[«jŸ qØ­ñØž€‰ØÁÿÆc[,¶DcS¤Z5h]V†`Y ’|±`–X±Þˆ}_þoõ»t0Aýú(“Bàç& "¨÷öߢ¢ D‡Õˆ {*µ&Qã,ªDU#©<ŠJ†ÐËzèKwÛ¯j»âÑzÖ­å¨kó^—¦mÎëÒ j ¹¨š¦‹þ¤∠t ÎjA ÝjmÌÌO"ˆoåxðìA|Ó7NE$‚ö¸~ˆRE7òýÚ#‚†ª"Hrˆ öˆ ¦mÆ–}N­ÇL¶sfÊ0S®Ýñ¡Áô,œ^ÇRÙ(ª™¨Z/U­RËe;Aô¶÷v‡,Y \YZ0ßeÒ-±Øá Á…Z– ŸølÐq~à[ì1šJÔÊËó_ù4§”-zì5à˜íŒ< rh‡'J|Q‚ºáh‰Í’{ó{˜ueË«8;l^xâ‘; +¬¸iÁ53.™pÖ Z “Z] Ã@NñÖ)Vâ¤Y •Z²3?ÔàǬ(ù*ÆGfW'ÓþJà¤;½°ÖÉAX0T-þ“‰µ,yXõÄa{vÅc%àp"Ž$â(ÿC±8}‘ØÝaØŠÁX€åÞHòÄB R Øö¹ÿ\:¨Šê@!o„€}€ˆ ^Ú#ï´ˆ \¢‹DGTd[EÍ‹©a.ÕL¥ÊÑTM%Cée ‹ {þ`[Ž&‚ιµsmÞïҴݹqƒ*‚ÔÔ°yššø%äH c +?9å»6~âÏ"ˆìrD‹ N™© ¡Yñ¿~#‚Ì`tDK »ì…ë>¸ã‡‡xÉ©aCQ…Š‘DPÍ"N 36¬36m55ï3µ3ÛιP†…rÝ)߇ +‡ÐÓ*ާÒ1T=™g’SÃ8"È!‚˜§ËÉ=Gà%ðÈØqÄÅ1`¯Vb—ãùüÀ!¬ƒøþšO|Np$:άƒøv›ŸCVè±AF2â´3®XkÅ]<õ¼@Í04Æ e4ìS@‹@ir“Þs»øçZRƒÊÜPÌ•‚ÜPhÅ ®›‘aƒš{ÈÇ'»JÎãËßrô_ΖkiÎ|ˆr,Ð-‘cØ~®­–µÝKà”»¬jyŸ$$cy(Ö„«q>Û£±;ûYøÄãXN%à\"Î'âB.&à|ÎÆát NFáøp ÇáPì Á­pô*o,qÇ\³ZU€ÿë}¼ÂŸ²@<ˆ AÉïB@>C@DP/íŠ×Dµ˜tMq×°µÔ´”êçQÍ4ªCe1ªzDýíw|l9^mž­çÝZŽk"h‡sÓF§Æ•†úŨ‡jn? oÇ (OcP‚¡ŸN cÄÏú;‹ OÖ‹fÄ^ˆïï85L­Ô.‚Îx‚EP¶òüQˆ\,:¤]MÔW+úš…ÆºeN kM[œ›÷š[ºØÎY쮚ò¦BŽrˆ ±TÅe±g‘‹E‹ê¥cP;° Ô;¡Â ¯ðBû@.p8Ýäȵá[l‡âÒ+Žbb|fè(,ÏÉb€Á&™­ò:=¶:a¯3ŽYpkür^'F‘/ÊýQŒ†(4FËØç€–ƒ6þî>b`ïÙúÕz”¸à• ž˜qߌ›ÎÈtú ‚j¢r—f~ÖhÇ_Å8l"ÀQja@ÜïoQ;f-o„ÀÀ °Ç„uîXäd¤c}(¶†c÷pŠÂ1öÜÒ#8§uYâíÚ]6‡rŽXG=1Gô #4ˆ‡q †£*ï=¶±—r“+2ÜqÓ ¼ñÂïPŒ–P´Æ£m윖Ú$"h€vß²¹å@‰OxhDžÙF¤ëÕˆ A;´h~¢±R;29\Õ8>-ðë¸3ý–eÉ´B Ÿ8ÊeÒ]âdo¤ù«¹];B±?G‡ãL.Dãr,2âq-9‰¸™€Û È‹W_w⇛±¸œHdG + ™¡¸ŒÓ8âƒ}ƒ°ÍŠÕ&Ì6¶g_~&¨3RAiÈ{! „@ß! "¨—öE Ñc¢[DWˆŽ‘}'µn ¦T¿ˆªgÒûñTOoÃéÅP* ²ßñ·åø¶]Üvγõ¸{Ë~׿榦ÆU†"hf»‰§qªÊÅÍ dû¶‹ ­×Ã7‰ ~îÿ±rG©"Èy~"‚Þ:RÃXMÐW³Z E­Ñ"‚öpDÅvÖÕ~ÅJ¹DϹFP•qjØ5"¨mQ'Ä5‚$5¬—ŽGYì€!`†æ!ª™©ôEé [ñÌwÍÈuVpÎqœ«ýhÙa´g¾œ#– +ü7òŸ´Ý¡Sþ\§ü©NqT bÄÅX8jˆEÐf#v;ã°§­¸äŽë^(ðÆ?¼Äû`4Ek ÚÆÁ6ödÐjÐnqAæ°û® }<îhy‹éZ¸‹ ÎãPBc-éP@\ºÜWÐw–/õKÛ XlÁ"w¤zc“¿Ú8þ`(N„á|2"‘ë¬zâq;ù ¸—€Âx<ŒÇ£8íÅcq?w£PÀƒÉ0ÜŠÜ`dâ¢/N Â7ì2csÿ–nz,Ô/3Ù(! úA½´¹FK<¢ ¢dßE­©1•ê’¨Zù ‚JÂèEˆ&‚l×UÔzvPë1MmwQEÐÊvÔ¤‰ ‘DÐ -"HAqÐq,=?Håpz~Ðß‘ôñïtÊ¿Ö)ÿB§ð šo븺—þø ‚ Z×0޲¨Wÿ"¨#5lJBQê¨Ä©a3õ"¨i³¹y·Këa‹íŒÕ~Ùr<)Ÿ#‚X…Ñë*MÕ“¨QiO ã®aÔKG¢,v@–X4D¢&Aj%gîÐôÄ÷,¸åŒ,'¤k•Xh·Û›µ¸ nÌä¬SþF§ü¿:å?蔫Sþ•Nù3òOu +Ÿ%8Œ„¸dû¢MFì4á  NY‘îŽl/ÜñÆC?¢”ÕS(Z†£u4Ú¦Á¾P+´]DЀ:ø¾scYeP;mѲ›Ù=²ŠŒÿóPåký™À*#æº`¹;Ö{a—?q<ÏP¤õpä Çí(ä³ç‰Å6?ñxñx§¾ŠcÕ׫¼ŒÁ³(<Àã0<Š{Á¸€ë¾àv!çÝÁe¨÷þmûXŽ å«ÀWQŠú*"™@!Ð+Dõ +v"‡º­‰ ãdßM-¤EUŽ£ò8z7Œ^¡‡jjXŽÏtÔ½eŸµy›KÓScš±¡s ±x9OøâÞ9"ˆEgÚEßÙuAK€ÿ¨èöëtŽÔ°®SþD§üò÷tÊÿ¤SÔAE»*‚ÔbѾí5‚"ˆ»†q±hUiAKM «›~17ï²´rµ²Ò%wʤv ãAÄíã¹kXã ²q±hG×°3Z5Ž’’! ~i ih¨êiˆEõp”‡âm0^r@o ÂM7d¹àŠηg‡m×nºé‹Na{Ì™8ÓÄøtÁ±@|3Ι J³[Þ`À˜ÕžÅÝ‘å…<Aþx„ÒUµ†Ã–— Z{*h+èÀ×o"~ ™¥B ø…OÈF¤˜±Ö Û¼pÈg‚p9Ù(ŽüḅGÑx1x‹7qx‡²XTð+F}•Å $ÅüŽâax‚çÁx€_5á—ë¿]þûºNjÁv~ž˜ÐÄ ÅõÏ£M¶JŸœ€ˆ ^Ú,‚ž±âÔ0AZDš¶jf*‚bé](Ñ#{¾¯-‡kyµª5‚ÜZö¹ª"h½scª±!usÛ‹EýP#è"ÈÇÕš:Aœîḧã+¸Cq :?Öç‡ûA|÷¿ê”ÿ]§üKòotÊÿ£Å¨AƒÛEP^„hAŸA;5tÒJéäM‚èYsDЪž@MÓÈ>—h%Ñ.¢ÓD×µt¹^Ú!²X!п ,‚mZ§¢iêQƒò¼ U-Í_<„|7ÜpÁ5#.µ‡^ð8?X§øè¾³àó?ÿípAÄç¢c~(ÌuZø|²^í&ì7ã„+.¸ãªnùà?^á]ˆƒÔâ&òAsµzÑ[DõïcN¶Nž&ÀÁ™ÓH3a‹û¼pÊWq=·†ânFàép¼ŠÄë(”D¡,ïcP‹ÚXÔÇ¢&UñxϯX”ÆhñÞ¡(ç‘^0^ûã™/ +ÿD—ÿ?ër-¸èŒ#Fð’3497ó«)"諈d! „@ÏÔó̵%vÔº¬‰ ®´žš–SýµX4w +¡wCéU=öµxÛrµ®açÜÕbÑû,ÍÛœ›Ö;5¦’QË"hʹ}üG]Ã5‚A,‚ôˆ×D#"ˆoè©aÄ7tô‹NçAã;u…þ5"ȇÝÁé!œ$â®S|uÊ¡SøF²´“ªo¬çˆ UÎM›Ì-;-mµˆ t7ºÎí㽨Пž¥×‘Tž@5ã¨y +Ñ,¢4¢D§ˆ²µÚ½´Cd±B Hƒ=móÑ:-ãÑ0 +Õ (Æ›p¼ Á“<ðA¾'nq«n'\i/Æ©S†ê”ÒÄØñ]ÇqbG rvØ?ÔRJ¹^´£qØ6'ì3ã˜ç<á…\ÜãÛ‡@5ô¨*ÍÃ`‹…}h6h èÐÁ¯ßAôãÝ"›&„€è^léç°Á »-8æ‰t\÷Çí@Ü ÁãP¼Çë”ÇûᨊD]¹Ÿc ãÑ0 ‰¨ê¨e#‹ÊhÔCýÔá}Jtº—^xä‰+®›qÎ ûõêƒÅ‘"‚ºwÊÜ„€=E@DPO‘þh9,‚¸k‹¾¤‹æ®amë¨y5̧کT5šÊ£é]½ò£Ç>"¨íWdnZoR#‚’õusÚEP§Ô°;¡¸„,Nè„ VœvÆX½ÎQ¶sjßͱâ:,‚8Ñ{NÇAÄ¿þ&5LAj×°Áj êŽöñ1[‰ÿï•ÄÿQù'Ê覌û3¥~‰©qµsó/æ–].m‡,öS®tÉJ9îTàI|ée0•„ÓûXªE­‰fk©aŽˆ ¢â0ɯB@üQë@«`_ +ÛØXMDýXT@YÞDâe(ž¢Ð_A\˜e“–XºZ«ÍÁ„Ž  ¤Sþ¾Ná¢6ã|3Žp:ª»zòÉõÆ]_<ñÇë`T„ a˜V/z͜όæ ÔüwºJ”zá•;žZ‘oF–§ à b~˜ø›5øÔ/ô)*ò™B — ˆê¥P¦‰ î“•®µßFmk©y 5Ì¥Ú)T9ŠÊ£TôÚ›žzÙï²åzÚ2<ÚÎvDý*‚ê碦="¨£F*‚‚‘Å!Á\ÙÏ §ÌcPE§x¬Óžés ~‚ÿ_ÛžÄAËuº¯ˆ N]Ã8müõ05—¼lÞ;ÚÇ/0Žÿ—ÊÄ¿P&ÿ•2õ?*Óÿ‹2óoºÌ"Èîz²Ô¢¢@*JU‘Ô˜@¶qDs~[#¨—ö†,VôcÛ@ka_{’j`š§ n<ªF¡<o£P†§Á(ôUËÝrEŽ“ÚDþ pàˆ P² êPŸEŸ=X#;D7”wˆ ¬Sþ2 Há?éñ‹Qm(ÃÃθá²'r¼p×OYqã°4r™ ­q˜}&ˆ‡­ÿúíC?Þ-²iB@n'0V‹÷ÞÃeÿ͸â†\OܬæÿqHO°z®Š&Î ƒ=¶h´Æ£•›ŒFó8õÕ2üfZÐ Šý=ýï赸 Z/”»ãOÍÈ3!CÃZµDqAݾ#e†B@O@DÐgü¹%<$ÊÕDÐ"Ak:‰ ‘šBoÓ3wû}7ûM7ÛUkÛy×Öã––ý.ÍÛXq §ÆdCýUULD‰#5¬½X´ä§ÖvfÄ-Ft\ñƒoåÉ,‚øVŽEWyåú\ô•C€XMâ®ñ:£k;¢¬ãLóº†qûxNPër!Á·šª˜¤¯T Õ ?´oÚìܺÛl;ìB§-г¢xÌR|g+Cæ(Ãçª"¨&‚šc‰Fq ÕD»µ®a%?B@t+nѾ´öU°-mš§£~ªÇ¢b„V4χà‘îÂ+nšµ^ôQnɤSÂu +Ÿ7v[ÛE'p]hÖÈl~øA°£¼ˆ Œ6þ*‚¸@WùàTŽÿÒIñ­ÜT`¢V hNÇ^ˆïìX­í$‚ÔÔ°öˆ š +ûÄ"¨J1Ô°ZêÔ°ÚÔü‹C™éŒ™2ÌtËB÷Ýéé`*öWæ*cç)Sç+JŠ¢¬W”½D{ˆÎI¥èNdž¼ÝDà0hh3ìk`_û<´(h˜Šš ¨…’xGâùP<æ2AƒQà†ÛÎÈÒµzÑqZ0Ae‚6hù.Ãô§:åÑ)|êàÆaìùóFìpÆˇÆaÙ\ƒšFûà?ªÑ4T²M×juÓ&Êl„€BÀA€ƒºY×â²ÿ&Ü0ãžÏÝQâ…*o4ø¢ÕUïpéþ‘ê ¹Óu'¢m2Ú¦j]'ÃÎ%ýÇ‚þ™ŽAÄCs(ZüÐìzT˜PlD!pد=ðþš $‡¨B ¯Ô«{Ä‘¦‰ nžÕ–LM³¨~"U'RE„&‚¼¨È…šíyf[¶s[º‰EPëA§–ÆæA )zN ëAEŽöñ‘¸3LM »æ¯–ôá$ñ .ºÃZ¯OŽâ‹ GË0AüL.À™|+7˜p\1$H§f}ViA/8"(%±(÷“Ôöñµ ¸X´SãSËfSÛn“ýˆ‰Î™èª‰òœé•ž¢7¾TLõè-Šì㉭Q”sŠR¤ãQBû«WwŠ,\ô#,‚öjÚׂ–¸^´‚Æi¨™ˆŠ1(IÄ«h<ã ÜçzѸiÆu½*‚Ž.Ïeá;G9ŠE³FæóÃÿö[”ªÇz#¶9cŸÇ­jã°lä{á‰7Þø¢ÊuahŠÓDЬ¯?>îGû@6E!ÐCxüÆN× ¸cÂ#[Qá‰z/´yƒÚÃb JžÑ°³šÛTا©EäÔpMõ®£¡£ñê4BSF‘°C[Z£Ù‚:#*ôxÜNjm%G‹ê¡=,‹B@tA݆ò{fäˆ:L´UmžÕ–D³¨–#‚FRY•p±h5"è‘É~ÇdË6ÙÒMmšjÞa䈠Æ"HÏ"¨rÞþÄíãYåÁUAÞ8ëñÝ¡N"ˆܳúEÇ1?,‚¸ÐkGïxBŒÑDÐLͱšéÄíã9Äèº7îøâ!§† Á+î@²1ú÷“õU³ôµ ËŒÍkŒ­[Œ¶=F:j¤óFÊr¢;&zh¡TâC•AÔJ-ñd›ìADô›Ÿ#Ôñæ7–_„€è"# }šâ<¬å°/@ëL4jAïGã]Š£ð|k"莇ÚA>ËðAívA:å“ya®SØ!ó‰‚# ùťƖq#¶˜°×ŒãÜ_˜;˸¡ÀO½ðÖ[A!h‹ ÔÅ'“ ! ¾ ~ÞÇ&?¸oÀsÞ¹ ÖŠV‹ @-ˆÏÜöÅÉ_|6ž;[ V@ +ì¬èÐÿ¥#.ã6Mý“ê‚8†“]Ç ‡Ó{ýÐâ'Ô¯{À%-j”‡‘_]Q~Ö÷Õid! „€è1"‚z õgtžèÑ/DËÉ>—š§SݪI¥1ôfùÓ3A”o´_7¶]6¶ž6¶26ï44m2h"ÈP?WAUãP: +Å xƒÂäkÅ¢A,‚ƹê™À)¿hµ^Yq‰AüLŸoß:bÄ£þ—ïïø¯Ë`ôk Uåx#ßüñ<¯"UTÊõF¦ê«fëk“ô +ôÍk m[ v‡º`¤l#噩ÐJ/<5¨F5'RÛT²/äˆ ¢“ŸóëÇFÈñæ×?È;! ¾@€#‚¸E;׋^{*l‹Ð:KAµP9 +eñjã°šzà«v¿ÙÞAþ”ðÏ' ŽòÕ)î:ŤSþZ§ügòïuÊ_è”ÿS«Í‘„“µ`Âyœ/¦‰ ÍdÆ%3r-Zb‚'J«"¨iˆo@äG! ~ 8-ê›EW{{È®FJš\ÐÆ"ÈÄ'ápÍêp8ž  )šb4Ê¿Sè/uü†ø×\O­J$WŒV õ(kÆéÖªì«$"諈d! „@OÔ“´?³¬ýD›ˆ–’}6µN¦†1TOåÃémùÑSO*4SÞž£·]Ö·Ñ·Ö7ïBÓ&4®BÃb8RÃX•Äëx<ÆÃ„â¦V,šSÃ"è  »õjhÎìpTŠþëöAœ6C»•ãAœ6ê·"ˆ#‚Øí±àˆ>ŽŠ×ÃñNÂû)úêÙúºEúÆåú–µÛfí1Ðq¥èºC¹Ó /UUûSC5¤Öid[D´á3X¾ôñG^ˆ•! >A€E¿vhõ¢Ó`Km6š§¡~ªøƒü0µ³°£qØmnfúÐ8ŒSÃvqbÀ[§¸é'òßtÊÒ)¥Sþµfç Î'eÄÑAKôXÍAFìç¶ÂÜPÆ„›.x`ÅKw¼÷@ã`ع6…ü! „À#®ñsj˜&‚J€:=ZÌhó„Ý4T ìáê@ÊŸ)ÊŸ+Ê¿R”¿P”¿T”¯(ÿ·¢Ñqú0ÍS¥ê‚8:ˆã‚&k¾ˆsĸ¦P„Ôæ‡&OÔ™QaÀ àpZ[~u›D}‘L „€èI"‚z’ög–µY“!š²M ¦TMaTDE>ôÔƒ¸Ðƒ=¶Ëh;ÖChÙ…æMhZ‰†Mq¢ÇX”Àë8<‹†šŠÜ`55,Ý“=uG]±ß; ªrä…q‰AŽAÐëx¬Ï7t,‚Fvˆ ½äH ctÄýWÄAñ,Å,‚âP1Z_5I_«èê›—éÛÖèi³žöê鄞.é)›kYè¡•^zR©ÕúQS(µ&’m +Qòg˜|óÇ¢†¾™|a€àbÑ,‚´ˆ {²*‚Ú¦¨ ‚kF¢"ï4ô8÷ýç…\7\3ã²Aí @³@F¸¾½k<Ÿ7¸k|G!Wc{Ìɤ"hÛŒ8hÀ9=®9©*ž˜Qâ‚: l^bÈ'›)„@¯°h­@øìÍ"¨jÐN½Sþ®2í(3þ‘¢üEùSEù?õ!HüaíÃþgh!”:õÃÍîĵ£9((J­Ä}ǸîtÊÍ(6à®Ö_€¯<’üòf‹ú2ù«B ‡ ˆêaàŸYÜz²/!Û,jO-±TIeTJÏé¡7¸Ó-3eëí—`;…6A;Ѽ¿A•ñj¯—‘x†ü¡ªÊôÇL¤;lU«vl7bc{8QË ãlŽßç…ÐDÛ¡EDG± :éaƒÃÝ…|P„gÃÔÔ°’”AõdÔ+hâ +$Ka_ ÚÚ: U]7ѳ*‚ŠXyS­?µ†-ŽhêghtÏÇ¢†º‡£Ì¥àÔ0®´ö$Øg£u2šÆ 6ïcPŽ×!xˆ>¸37ÜpÕÔ'¼|+ÁÕ>êæ¨*6³½É C³š«WNYíÔZÏŸ7 Ë ÷Œ(2ªeEûBÙ! „@ß'À#ÎÞåLÞ­SÆê”‰Wi´ eÚ¸@P¨–ŸëÈ ãÖ`ðÃa?,‚Xþ,R_ÊYúÆá‚æ‚.hŠfF‡¶H4†¡6•>(uÃ+ó‡Þa|æçѯòôUD2B Çˆê1Ô_[Ð"²+Ô6–Z£¨)„ªƒ¨$€^øQ¡å ¦7Êt¦tMüªã®aSQ=Uq(Ä«p< Ž`Ü +À5_¤{a’‡*‚ö˜±ÕI½§ãÆñ‹ýoÃOöya‰Zï0‡ZaÄ:­}ü^ ŽZUtÅSA\,úA0ž†áUÞ&¢l,ª¦ n–*‚Ú–€Vµ‹ S t.m¦GµLUEP}ª¢P> oƒP䇇\ž5¯;2\qÞ' DÐ-Œ%O +°P«-ÿ‘âB>°Uæô|†áúÒ\žâ²–/Àå#~<²žB@ŸŽÀ'G5™Ãÿ"‹æA¼7£ÎMA­Aj<EkÅŸ9‡s¾>AÉPÒu8úÁq˜» Îãɸ¦ô8´ŽT;?ÖG¡jʃÔâo/­j™ ®GÄå¸ÎÀWŠú*"™@!ÐcDõê.,h ÙGQ[5Qý`zïI¯Ýé©•îY覙2MÜË~¶hÝ– hJEc2êç n +jF«"¨"Åax:÷‚pË×|ÚEë´Žƒ|´ä(:G8?Á™ +LÒ¢€8ŃÃ:‰ ŽÔ0Ž:ꦖb”㥋~€¢¼@YœZu¶v"§£Ç ) ŽÚ +:ÀAFºèLYÊ·Ð ½µR•5y…tFOLòÑ ª')˽E`±:¼·ÏT›·ŒBCj#ð>¥~xí…n(´à¶×LjD*‚ôj AŸ´@|º`i«%“ò9„óÅøÜò À½Æ8š(³ w½…A–+„€øé|4\qüúÉ­ˆÑœ<§÷æÏPæŒ*O4x£%ma°³â~aÜŒ›‚µ‹ n(©Æ‹¦@ÉÐñ¿ì‚øWÎSsÄfƒfÀ6 -J:õ£P‡÷\€«DàÅ ùóɉ¿ãCžùw|K¾ò ØÃ¨%€ê½¨Ê•JÌôÜ™˜è–]åVì:¦·ïGÛ6´®Có +4-BÃ,ÔMFÍ(TÆ¢bJ†à9w‚ÀM\õÅôÁº“8dÅnp7Ÿµõf/ÖÜ2ÌÑ5žŸñÓüŽê@l"ˆŸì|H sÆìqU#‚Îq´€§ê‚îúàIŠƒQ: •QjŽ —iåàa0ðÍæ­KÑ2Òe#Ý0Ò#9Q™™jÜ©¹¯X ßïDÇȪ󿿟F>?7jËà¶D4G£aª‚Q懷ƒP䊧&Ü5"Ç€ËzUæÔj­Õ*NtÎãÓÅh ˆÔ^£ÚÛÇsý±Í]¸ø¹éÉÚ ! ~<ÎãÇûoZ&Ç~r€G&¼vA…'jüÐ0ÍÃÑÆ5Ÿã'Ã>¶Y°Ïm>lI°-†m ”l¿Q]&‚ø¯mGª q†:Ú¬‡Ê‘(‹UŸòÓÀ§Þ¸ï‚Ú#^hWVR\PW(É4B@&ðI Ôö¦g%û«Û4S¥?•¢×®ôÜD÷MtÉ2œè¬‘Žp7.½}+ÚÖ¢e™*‚¸2Oí$TDeŒ*‚ÊðŠ{»s‡w/\„YºÓn8äŠüâ .åÊ÷·øq4 s„Óîìøù~œö”Ÿoôø¯ Ùi©a[ÍØgÁqW\°âª;nR]Ð3ACTT©†´ráAÎ7Ÿ âÔ0NBÙÎM«õtZOW tËHY9Ó;k·!ê©ýÁÁXO­¦,G|#p؇¢5 >¨öÄ;7YðÈFuH8© ì·h½`’ÎåŠÐ|¢`íÃg‰á@(w–¢µOø¯ß¸x™\! T¿fð'ð‡Ÿñí2€ÜØË‚wž¨DM(¢Ðœ Ølã`Ÿ Û Uò´ÎGÛB´%¡m1Ú–A¹©c¤¶˜\¤~Þ2ÍóÐ0u³Q=ï'©bKQƒçaxè‡+nèÕTâÔ®]DýÁ+_B`àpˆ ·½"‚~Û?4çjg*õ¤"7zìJ÷œè¦2 tÖ Š ]zÚ¤·­QË2sMž†™¨›ˆšj¹÷C?<Üîûll¬˜ëª;ï‚cÎØË¥~ŒªZ +p¥èjDs–úàX Ž(fÄ€X-2€k­7a›û-8¡‰ ,wäyà!7ÒéÞ¢b¨š]Òû-̘SÖ:D^Agô”©§<=šèÓÒg¾ÜyÌÖgVJVD|'n+ÜhB¥ïôx©Õ”à‡ÈéZ®ùÀ}yl¿HkÃg >?„ÜP^{}ç"åkB@J óÂñþG×â3ÏùÀc³íÀû0TG£> cÐ4ÍSÔ8ŸÖ9hY€æ$´$£u Z—CÉÓ±â÷Í)hJFCê¢vªæãýl”MCÉx¼— x‰û¸í¡öˆ<¬U“ëʶˆê +%™F!ÀD èÃ൉žé®n‚2AgAG@»@Aiêóš~LÃÁºãQ=ï£PŠ’¼„®xàŠ›®˜ãª;Ëå}ÌØcÂf'¬f¤‡AÑñ|~`ÄøIaü”Ÿ-—ûˆêAz$ꤊ ífpÁ) .[ëŠ{V<·ªKᣳ:¡h†m4ˆSø´à2=­×ÓNmUσ²@-0 bÙøŸ‘?MÞp^ØÏ¸ò²ÎB@^'ð{çßôØOpDË+4á¹§ZÏç]Ê£Q95cÕºŽuSÕÚóдì|– išYÝÑ5­@ÃrÔ/CÝÔ,Fu2*“P±¥óP¢àõdÃÓ‘xü!ÈõÂ%³šMÜÅMÔEP2™B@Dt”Ã}ØA§A‡@;@ÔNÐ\ÇÏÆOs&£a,jP…wÃð:E^xfU×›t\÷õ‚Ž9a“*‚V±D¯¶ ›Ù^#ºsRgypÆ׋žÄAz$fÄ&#v;ሠçL¸jVkÉ>4«}"JÜQ9XuA,‚š95l¬šl®¶åÎDì©vƒŽ.vu` {Y! „€?)ßkŸÞÝn¹½—8ÎÓ€'nxé‡âP¼AéTpŸÉ¨šŽêÙ¨áhŸdUø°ö©gù³õ©P +t5+QŠÊx¿ KQ¶ï’ðf>Šgãåt<™ˆÂ1(ˆÁ­¡ÈöÁyW¤ë¿a¼'.¨w Yº? ‡êüo÷®9Ϲ{g(sûQXÔZqqùõšoaë­Æ£e$bQŽò!(ñÃ+O<·¨}Ò ã,p¹ýZ;Ñ5€³V hš4àt6?ñZÒ[ ®þÊ¿r¤Ðl=RôXiÀ/FU"e¡dB¶ ù&@uA-ñj¾9±âÒ‚© M =ß0$øQÄd¾B@! „€èV¿w>}s(͉½Ç[ì‚\ñØφâe4ŠG dʦ |&Êç bÞ/Aå2T-GÕ +T¥¢* Ê]ÝûU(_…²•(Mûx»¯“ñj^ÌÁ“™(œ‚»cq;9Ãé‹ ®v9"ˆw…ˆ n=efB@ôOýÏGï»kƒEuÉšÏ~­!WcæR<óaŸÛXµDs„Úâ} ýûÌ…ƒoÅbg]–µ‘À^-a|Ô¼0.Ä1?ŽX  Ä +ˆ«pj b4GA« ØlÀ^ƒÚKú’¹ú"ˆ •»£Þ­~°…ª.ˆûÑL÷åÞñò#„€B@ŸŸÀïµÏO´M; 9–û® +Cð8 +ÏG ˆ‹üLÁ[%œê•„wKPºe+PžŠò4Uþ(÷t¥«Q²o×àõj§áÕ2¥àÙB<ž‹ + +¦áö8äÆãZ˜*‚®;«O»ŽEDP×YÉ”B@ Xò§3LJ?ù#ïEýz½ùÝdµE—}ŠZœ§-­œŸåz/ÔXñ΂ç.¸oFŠYwÅç jQGÝ×4­q<âÒ@\ÈÑ&Ì‘Æh¨ÖˆCs+±¹ZÏèÕZ_ßOi„®‘ïŒÇ[Qå†67ˆEw#í›ÏÃzsɲ…€B@Ÿ†ÀïÏÏ>´ÙåöaÜðD~îG¢0ÇãùT)x5¯¡x1^/Û4¼å×J¼]åîͯūux¹/VâÙr—Œ8£™ö9ü`ˆó¸4WŠfÄmÂ8(B³@Á€?0 ˆ¸pOÀ“qv9»#6Hü8邿”îèÕÔÅ.äÏGÌÅ}D~B@! z•ÀïÏ€­œã n®x#k(rcq{ò'àî <˜ÂùjœÏ£%x¼OVáéŸûœ·ŠÿôMÛö­ÓÓÌeâ¾F ‡®¼ßxö5J²>B@! „€èOn7\‘„ŒáȬqÈ™Žsp“³½’q{)nsØÏ*ÜYƒ¼5Pîën¯Â­•¸‘†ÜTd/GÖ2d&ãÊdMÅqȇ!xfý ÄT{h8ÚŸöŸl‹Œ€Cø|äj~ÄGÓaJþÓ7MüåYÉ_û>ž»òŠ êûGƒ¬¡B@!0`Üò<‚¬hdŽBÆ$\UÔ Ÿì$d/Æõ¥Èá°ŸTähî§!;Y+pu92–!#Yó£àöd܃G‘x9è;-ƒwÏHÌþ• B ŸphŸßÿûåÍìºÞéú”_^¢üµïèék®¸ ¾LÈ +! „€†@!pÏ·‡âF rÆ k +2g!c2 # ‹‘¹™¬}V@É×]YŒå¸¶YIȇÛ3Q0ÆáI<ŠüÑf4`ŽÙP! z‰ÀG¨‹kÑEÃÓÅɺ¸P™¬/èiÔ—YȺ ! „€B`àx<òÀƒ!(ˆR Gßä‚?33Ùs‘½@ÊJFö(·u9Ë»·âöpqéÉx<ÏcQâ Û·w +ûˆ´ J?"¿ +! º‘@W$OW¦éÆU’Yõ"¹æö"|Y´B@! ú7V¼ Äãáx0wÇ# +òfªå£ïÌEÞÜY%[W°wçᾂÓðx"žAq4ª}@ßÚFäSÛ,ƒÒOQ‘Ï„€ÝF૞ç«t۪Ȍz›€\s{{Èò…€B@!ÐWTxâõP¼ŒÇÓÑx4§âá4<â×t(çu§áé<Ÿ„—ãðv$ª‚Ñâò‡ÒÁ>Úl—~D~B@t//«ž/ÿµ{×DæÖ‹äjÛ‹ðeÑB@! „€è›šÌ(óûP”Dâm<Þ&¢dJFA9¬+‰ÊXT Ù¹;ƒƒ Mûæñ k%„@"ðÛó…?õ'²-rµ•c@! „€B +ª]ñ£‡Ž?zþ]ÙL™F!Ðï |Nø|îó~d m \mÚ—íB@! „ÀwøÑCÇ=ÿïÞpù¢B Ÿø¤óùä‡ýlÃes˜€\må0B@! „€è":öÀ"º¸±2™B ø½öùý'ý›ÀÀÜ:¹ÎÌý.[-„€B@ï& ÈïF'_B@ô5™Ÿ~íkk+ëÓ-ä:Þ-e&B@! „€8d9pöµl©@gùÓùý@Øö¹rïßûÝ ð€  Læ)À*`3°G#œuB†7¬¸ïŽ—î(„ÚÁhõE[ì㺿Hÿf.['„€B ßd¿ßŲB@ 4þ§ãÍ@#0 ¶W®ãýlw+ÀT`¬æ|XûðkTûûD ­M0X +¬Õc«{M8bÆ ®XqÝùƒQèçCð& Q¨GË(Ð$Ћ (<Wñf&J¢b9ª×¢a3ZwêiŸ‘N›èš™îšé¥ùg$)ë,„€B@|7F~7:ù¢B /Ô—÷N·¬›\Á»cÏ̤5 ¨ôÇ;_Æs<´"Ï×\qÞÇ,ØgÆgìtÂ.#v鱨®å‹q˜ÐFüê…X +qu .½ˆÃ„ XbÂJ 6ºa»'ö{ã˜ÎâÊ\ŲŠÃ«±x3¥sQ‘‚ª•¨Û¨oÜnhÙg²1ÓY+eY龕^Y©Ê½gPÈR„€B@^' ÃÈ^ß²B@A@DРÚwæ)—ï¾³/¾¼&¶D4@}ª#Q1 %CPˆ'¾x0·!Ëéî8eÅ!WtÁ!g2ᇀýÜ Øì¶j=ÂØ­Ó„8}Œóš°ÐŒ¥V¬öÀ/^Øé‹ƒþ8Œ !È ÃHÄàq<ŠF¡x +ÞÎAiо"M_µÞP»ÍظǹåÅ~ÒJéž”ãM÷ý©(€*©uè—7Gþ*„€?%Ò,à§Üo?n¥e$ùãØÊœ…€½H@DP/ÂïEËå» ÿÑEÌA›‚æih˜„ºÑ¨LÄ»XGâEÁÝ ä Ãç|q܇¼pÄG\qÔŒcN8®‘ftØ«Urè Ú ••^aD²ó\‘䎞Xç-~؈#!8ŠKÈŠÂí8ÜOijÑ(žÀÙaúw åK•«ª7›êvšXZŽ»ÙÎzÒºD…¡T4œÞGQkÔÝpù¾B@ôf/Txâ^¢dÊ£ð>Õ#P;Mã@A³@É Õ ½b‡zo?õ%Ë`²ìY! „@7ÔÍ@ûØìäÚÝÇvÈoWgh…:̶-@ë,4LGõd”ÇÛQ(JÀÓ<ŽÛáÈÅ•`œ ÀqvAƒqÜ'¸æ³ N™pÚ€ÓÀ ­Žôáßé ®#´Ê„¥f,²b¾;– ÂJolôÇŽ`ìŠãa871ȉGþ<—ãðfоd¶±,Ùé}š©jƒsí6KÃ^kÓÏÖÓ^ö‹¾tmå…Ó£z@U#¨eÙ7þv“ä7! „€èëòÜë¥>bÈVCC¯FáZ<®Âí1¸7ÆãåD¼ãV’SÑ8Ä1B‹´n’[Dõõ=ûƒÖO“?¬ÌV!ЋDõ"üX´\»{òw.bhˆ›s¥¢m1š¢v.*gâÝTOÄó1x8÷bq+ +Ù¸гCp"'üpr0Nyâ´κༀ³À)M9¢ƒÉb;ôج5ŽOsÁ+¸#É Ë}±6›ƒ±;‡Ãq* +é±ÈJÀ푸?ÏÆéßL0”Ì4–.4•¯p®\o®Þj­ÛãÑxØ«ù¤OÛʦÜáT@OÆÑÛ T3‰Ú&­ùNò5! „€èA'8jÁ!OìñÅž ì ÅîHìÅ8<ÇÆéOMПŸh¼2Ù˜=Å)ošéátÓË™¦w3MU³LMsœh‘‘Öh¯¾WYÕ'È`²OìY ! „@·Ô­8ûÖÌäÂÝ·öGÇÚœñë¨ÖŸ} Z6¢a-ê–£& åóðvЦáÉDŽÅݸk1¸‰3a89§qÆg½pÞ-¸d ]k.8é ÒcŸ^­&½Í ›LXcÁ ++’=10–øbe 6ÁŽPˆÀñ(œEfnŒBÁýãñúWï¦šÊæ™*–:W®¶Tÿâ^»Ó«þ€wÓqÿ–sÁ¶+Céz݉§‡céåz§PÝ,¢9Dû:6NÞ! „@_#°ÝˆMf¬uÇj/¬ôÃÊ`¬ EÚp¬ŽÅÚDlƒMã±m‚~×$Ã¾ÉÆCSNN3¥Ï0gÍ´ÜR\ï*Ö'ŠkÉ,Kíl‹}– -7Óg:):¨¯íä¸>2žüpeÖB@^" "¨—À÷ÄbåÂÝ”¿uy ,]4Ð }Ûa}ó>4oCÓ:Ô§¡r)J“ðz>^ÌÂãix0 ãpc¤±)g#p&ç¸È³.Æ%\vE†32 È.µÐ “\5È€ƒFì1a‡ [ÌXoÁJ7,ñÄo$ùcE Ö…`Ë0ìŽ#Ñ8‡Ë‰È…¼±úÂñ†“Œo§Ëf›*’+S]«×yÔmܰǯép`Ëé¶ô0ûµºC÷GѳIôv&UΣÆ$¢4¢ ßJB¦B@M€;K.6b޳Ü1× }±0 C±0óc0? G#y<–LÔ¯˜d\5Ù´aŠyËTËöé®fXOÌt?§xd*·ÏBÅó•âY¡x6+¶dwÛ3í6þè•—ù÷2¤ì;ûBÖD!Ð-Du ƾ9¹j÷­ýRzh¢|3e›)ÝÙ~Æd;fh;ˆÖhúµëð~Þ-Gq +ž/ÀãYx0 ùqc,®Ž@zÎDá\8·àb .ùâ2—wpÇUd‘d— zœ6⸇MØoÂnglsÁ&W¬qÇr/$yc?–cU6…açpŒÆ‰x\«£qsœþÞDý“ɆâiÆRÅ©|¡ùýRkõ*ÏÚMÞõ;ü7Ÿm=fËN9ÑT0’O W3¨l>Õ¥PÛ2¢]D·ûpY! „ÀÀ&0U)N˜ï‚ÅnHõÂj_¬ Äš¬ Çêh¬ŒGêH,‡Åõ‹&çOvZ0Å9ešKêt×53Ü6ÏôØ¡xP¼N*ƒ/*ÞYŠ÷Åû±â]¢øÔ+Þ KÝmkÌ´×H7¤pЀ8ÈdH9 v³l¤‰€ˆ ~¼·åªÝ‡vn¹½r¥§nT`¥\‹ýª³ý’“íŒÞv-ûP¿U[QºoV£hž%áÑ<ÜŸ‰;S;WÇ }ÎÆâ\$.„!}.s…Oo\õ@¶×MȲõÈÐã’A­¤º “ê‚ö™±Ã‚ÍnXï4/,öÅ|$#u(Ö‡c[$öÅàh<ÎŽÀ•1ÈüIú‡Sõ/§ÞÍ0•ϳ¼Oq¯JóªYï[·Í¿aopӑЖ3ám—"íY1t{=OϧQÉ\ªJ¡¦Dë‰.ö!à²*B@M`*°Ðˆ436X±Å;¼±;»‡`wvEbg¶ÀVN +›€u“ô+'—O1-žj^8Íuþt·”ž+fz­U¼7)ÞÛ߃ŠïiÅÿ²âŸ«ø*þ¯¿êYƒ›’Ü)Õ…ö6æ²õ2¤({Z¶SC@DPÝÕrÉîC{¶Úʽè7=ó¤nö;û gûU£=­§Ñp ÕP¾ ï6ãõZ¼LÅ“%(\ˆ»s79“‘9é£p.£q)WBˆk>ÈöDŽ7œqKš â4±KFÕqC1î/¿ß‚]VluÇO¬Œ¥œ€EÁXª>Þ‰Ý18”€S#‘>Yp{2îOÓ?›a|3Ã\6Ûµ"ɽr¹WõZŸÚÍþõ»‚…6ŸŒh½eËŒ¥ tw=™FÅs©<…êRÉÆ%£å÷!ì²*B@I`0H3b‹3öquhwã.þ8ŒÓ¡85'cp<GFáà8왈“ŒÛ'›¶L1¯ŸjY9Ýmé Ïä™^óïdÅ'Uñ]§ømSü÷)Ç”ÀóJP¶|O ,R|Ëç{Õ§¸ÛÓ8.H\Pÿ?ÎdTÙÿ÷±l¡Œ€ˆ þºÃå’ÝWölC0UÓ»Pz9„Ò=?ºíM×=ì™–¶KNçœj;Ut*ßåT²Å©xÓ‹•NO– “ wçëóf!g®NBúX5ëR,.sÃ÷a¸Œl?äxá†;n¹ ψ<à†^‹ 2â"·•7㘭ØíŽmžØä…5ÞXá‹ä@ÌÆ’P¬ +ÇÆHìàf1 81 +çÇ"“ÓЦàît<ža|5Ã\ª¸–/t¿Ì«jµOÍ&ÿúÁB›G´ž‹¶]‰£œDÊG¦QÑ\*M¦êTj戠D™}»¬‡B`@ˆR€-ztÂn.é†t/dú"ËÙÁÈ +ÅU¾Žp‚\…³ãpj¢þø$ã¡É¦=S\vNµnæ¾aºçª™^Ëï…ŠïÅ?E HS7*A;•àCʳJÈ5%¸@ñ:×»lgcе•ëíé b::ýö5 ¡Ïm´ ,?GF>B@üŒDýŒ{­+ë,×ë®PúáÓ´FS]4UÄÑë8zE…áTB7({°-ӽ岥ᜥæ„åýAKÙn—·[\^m0¿Xmzœêô`‰ñî"}Þ<ä(¸:éqq .%âJ 2#p-׃냛ž¸íŠ;&äC ºnD¦ éÎjgù¶bŸ;vzb³Öy#Í‹Y Ar(R#°> +Ûâ°/Gµ{+9úHŸ?Mÿh†±h¦¹t¦¥|ûû%^U+}j6ú×mnØÚt,¢ål´ír=ÅåØT×ýÓÝvÏðÜ<Ók½âªø¤(~ó•€%0M Þ „ìP†V†žS‚¯*ŠßËYÞ•s=ëR]mkM´ý'tA¢}>u}î3X~ŽŒ|.„€ø ˆú÷ZWÖY®×]¡ôc§±§ÆqT5ÞM¤âÑôŒ»®GQAÝ +¦ë~­Ùƒ3=j/ºWv+?j-Ýçúv»Kñ/æ러r*\a¼»Ø·9squ&Ò§ }<.BF<®F!k®#×7½gE¾3îê‘Ç b\8Ú WL¸`Æi ŽYqÀ»<±e0Ösãx, ÄÂ, +Åò¬Æ–8ìIT³ÎŒÅå úìI†¼©ÆÂéN/f:—Ì´”Ís¯XìU•æS³> n[pÃÞЦ#-g¢Û.%سFÒíñô`:=ŸGoS¨r5®%ú…è””Œþ±•Ì]!ð£uÀ®gÄÿÏÞ›Eµ½ÿ~ý¯JRIn¥’¹ys+u«n¥R·R•Tr_ܺysïwwÓ4MÓ4 2Ïó…[X~ +-v/#À0;‚vº…>«}l²þ,l_ú¡µtá "t$Š~¡oýi§'mu¡û7ê­WëÍ«Mg_˜LOæ*Çï)F2 2äý鲞 úizm'%MǸºDT­u +zˆroT¹¡Æu¶h°Dã4+Ñb€×b´rhk‚*¥x.C¡Ox`Œ;¦È0Ãe5ÎZ⤒m‘h'œsÅUOÜöAŽ?žr|ˆ¤:LÒ)툖öÅɆˆ|<^9yÔtú”zöâÞùë6‹wìW:¯=ußà½5Uþ´1”¶ÇÐÞx:”L§RéÒ9ª¹Bi¥ _š#+`Fào×H‚R¼&úåP`\…qKL[aÜÃÎuÁ¸+Æ<0èƒwè æzB%aÒ–Y}¤¼:JQ£(‰S>!ª{Äô1Ë ê Äò±:JlɾTbw‘ØÞ ûëbbYGÔoˆÙ(1Y"ŠT)Íâþ¦•ßøòo\û®«Ž­-wIY‡Fà‡&À„ ]i~6Yo¿Y7OÒ•ct.‘NÄÓaBßGÒÁ…ƶxjšœ×í—ë­«-柛ϘM=6È6½m<˜¡ì¿¢è¹ ï8£ßšª×tœ«;‚ŠCàcð<eB$_T¹£Æ uvh°B“9^£UŽ×zh^m9IñB†"Cä!G…»¦¸i†+BÖ`Kœ²ÂQ[¶Çq'œqEºnys÷ý¸¼II°¤2Tú2Bÿu”ìm¬lÈÇ*'“L§SÕ³ç÷Î_Ý·˜¹ùóZžÇF±¦"€6„ÐöHÚKèà:y‚.ž¡›—)Í¥´vûá³0Œ#ðƒÈàðXŠR9^ÉÑe„ACLË1eŠ)+LÛaÑsN˜sÅ‚æ<±à‰_Œb,˜ “ô‡I»"ôÛ#e-ÑòÆXê8E)Q>%ª‡Ä4K—5,]&Èúg-Èæ"±¹I¬rÈÞ¢n f=q&1Fëq2zn[£FÿNöa?_áO€-/¿TV$#À0ÛC€ AÛÃý+×Êfê¯ øo‹¿F×.Ò…4:{ŒN$Ó¡Ãô]펠Á´Åw³Écí¥ÓJ½íR•õÝvñ¦ÃÊ=—µ\÷BoÍ ?ZLÛÂio :D§’éR*Õ‰ÃRZõ·tØ Œ#À0_ÀU„ÿöh4B¿ÆŒ0eŒYsÌÚ`Æ‹ÎXsƺÖ<°ì‹Å¬úbÍK˜ á&ÂÅÃ’‘Ò¾(iOŒ¬#Ö ™Èk‰âQ“ÇdO61¿I,/ëÂé´ «Tbu™ìÍ$–ˆOÌ_Å™¾1š‹•i¿íî°ß)?_(+ê`ˈfFàû#À„ ïÏfÑb6S¤¯yËúº|.ž£³§èD +N¢ïâiw,m×´m4û¬6º/×;.VÛÍ=ß7Sh5ýØrâžùÈ=7Uýהݗ ;δž–6¥Hê¢ò0ž¼ˆBz¢ÒÕ^¨uEƒ÷¡Ù­¦xm„ÞˆÑ.D +’ ^ŠJx9 +x¢ÄÜ6Ãu5.Z"Í't[Ã’qÊ…»èÎex‰ïúHùK +‚ô^„JkÃe¯"åo¢ ßÅ TŽ1LQÏœµš»l»xcÿÊ]çµGnÏ<5¼/­ ¤-áÚ òC„N'Ðå㔦Qú€ÒʯI–•Í0Œ#ð™bd¢D©M%Ùk‚ &͵{Áæì°à¬uþY÷olPˆöØ  €&+!Ü|¸x:B2¡7)ŒÖ!-İŽ(ˉªˆ˜æ³{D}ë'-hïQb™D,O‹+D}—¨ó‰Yu¬é›h£"[>$¡W¾ZÈèßÉ>Ìáç7£à½aËËošUÃ0ŒÀ×'À„ ¯Ïxj`3õ6@ÿ¥JͺžMW¯kã'Ïž§gèP +}—L»ãi{ìfkÄú« •&綾…û¹ûf ­µBÐ}õÈÝ=n™ô]Wv_Vtœ7hMÓo:)©?ÆU&âùA¼ˆFyªQ#¤zqGƒ#mñj/ZÍðÚx#Á­¼”¢Z†r)§‚î˜!CK–8c[±G’#R]¸óîÜ5/ñ_ÉCɳ éóýš0ƒæyg”¢?Z9DT£GLÇSÔSg,g/ÛÌgØ/Ýu\}躑ï¡)ñ¦U´9ŒvEÑB§âéJ¥©”Þ£´üì#À0ŒÀW%ð¸­ÀSSÔš¡ËØ´Æ”=fœ°àŽ%¬ù +Gh04aX‚&tëçh·&Y —,„ëÍFèMEKGâ¤BâÈî8ykœ¢(+ˆª˜˜>ÑjA7‰Å%¢>EÔID}”¨Ïj#™=Œ3-U5E+z‰lê DsøË A¿S~¾*GVøÇ`ËËãÄîbFà; À„ ïÀHŸØD6M"°/}»æ)Ý̦ë7èò5:{•Ž_¢CghÿIÚ¬é8´Ñ½Ö²Òä³Tï*Aó/lµBPîÞñêá,³™‚dÜ®è¸ o=£ß”ªW\\•„‡P‹ŠT£ÆuhpF“=^Y£U×*t¢SŠ®­Ýaz¨ÑGÙÏBPŽ îšá†é–8k…“º¬a‰ŽHqáιsW½¸Û¾’½§ú|°¬:TÞ®h4êVÆ©FUã'Ì´BÐ%ëù Û¥;«9Îyî´Ø‹VûÒWÁ´+‚ÄÒ©Ctù¥')ͦ´äKeå1Œ#Àü9džxl† +K¼Þ‹¾}qÀ”3¦<0ëƒÁá'¡ Â!(?Q 1ÐPá8 ;â8ÃÑ(ŽFp›âµHñR´d&V2+ˆ“õÄÉ_ǽŒ3®Œ3)!f‚”­S~.³“Ä,‘ì9AL/ A„âTÏb”UÑŠöXÙPœd)þs… ßÉ>ÌáçÏ ¾ýgÙ"sûmÀZÀ0ŒÀ— À„ /Aqg•ÁæèmµG)ÕÓ͇tý6]ʤ3·èøu:x‰öŸ¦]Ç6;o´Å¬½ +]iô[ªw_¬Ù¯‚l´BPŽÅp¶ù‡Û¦}7TÝW:.¶ž“5–ÖŸW'£ì0Ê*¢PŠÔ{¡Áh¶A‹Ú¶v‡ék=‚^sh’ V' _+ñP…,!^´9®Xâœ5Rm‘l'œpÁYw8ÓGòÀOš + 2¨ +‘7†)Ú#½QÊ8cd:&$³Z¸¾où¶ýÚ§<7Zä©‚ZiO(Š¢3qt5žÒÓ”Þ¥4[ù³ÊF€øQð2䛡ØMûÐáˆwnñ¤/¦‚0†Å(¬Æ`#4V'þÜu@A€&é^om‰BÚÛ6b±+žÕ›ŒÕŒ5è3l×iAÄDØ#ö˜˜Þ%&׈É9¢:NT‰Du&N•«|£(¢LGI{cÅSB-ùó;åç#Ÿb·m7¶ÈÜn °úF€ø2˜ôe8î¤Rؽ­Ö¨£šçT“G×rèâ:MGoÑ+´ï í:¾Ù‘°Þ·Ú¾Òä¿Tï±Pã8_n7[´oæ‰ÕÄCË‘{æîì黩꾦츬h=oД¦_RR}Œ+ODÙATD£2 5¨õA½^:¢I·;¬eÚ”h7@§ïE¢}"b."JÑ‘ÿ""ÿID²MqKý!è° ¹ê„ OI¦·ä¯4ß_¿4PV,o 5lWôF*?Ä)‡Uc'L§ÒÌf/Z.^³YÉ´_»ï¸ùÄ• Bm  ½Át$œÎEÓ8ªÙ‚žl+V9#À0? +{P¼5ûÑì†7ÞèÀH&Ã1ƒ9‚¥ƒXdž þÇ–òsôè ГºCx!œÙR„„{tŠÐúné xî€d2N:§Õ‚^#aXQåC¢¼M”éDyš(“ˆòx¬ÑÅÅhùÓ(ýªH½ön,Z·õìøì#¼e?ß'¶Èü>íÆZÍ0ŒÀï 0!è÷D¾ÿ÷lŽÞ>QÚL5TS@Wóéüc:õ€ŽÞ¦Wiß9MwÊfgâúk²Ú±Ü¸TïµPã<_a?Wb;“o=ñxïÈõ@–Y¦Iw†qÇ£Ö ò¦3²úT½êcâ-!¨<•á¨Ò +AÚ0ANxi‡&+¼2G« +¯åèЃ3õˆD¯E¢—"Q•HÄ‹DUøDäÿ‘'"ÿFDþgùDä¿Öýþ×"ò¿ŠÈÿ."ÿ—ˆüGùÏ:íÈXD,DÄNDnüe¦Ì8K¥º¯6{dcùÄÁú™›íú}M® -öÐ AþZ!h,˜.„ÒØŸ… íÃÏjfFà‡!P£@å>T8£Æ ¯Ð†þ( Çbâ ¦c| ‚ò#):å'ôhèгºÂ[áÒñŸ¡Nsˆ[—,’Ìê´ Y/‘·y=‘¿ †Ïˆá}bxƒ^ †)qòÃ1òÓÑò둲‡R>Bü*C¡X ×9ýNùùaì²ë;Ê™»ÞĬƒŒ#ðƒ`BÐ.34› ·Õ Bæô×”ÖÐͺòŒÎçê„ ;tàšN:¹Ñ™´Ö~pµ%j¥)d©Þw±Æm¡bÿ\©ÝÌ3›‰\«‘‹lóþÛ¦=7TW”m ›Ï4œ”Ö•T$ ìÀOAÕ: -!Hˆݼ¯ÌÐjŒ6C¸u-ôP¥KöÌÏD¢G"Q–H”!·Bê>µG¼Ž9#Í•»ìÎÝô”ÜóÖ{â+-ö—UÉ^†È_‡¾P¼U%žPMžÙ3{I½pÍj%Ó¶ØÛtácÜù#^|š/5€Ï +àóøâX¾4çïüníÿo·ÕR¬ò‹@> h—¢SŽ#¼7Ű%&ì0ãŒE¬úA§ûDüõrýXÈYo¿:ƽhrA¹/jCÐ…ŽèKÀðŒ'cê8fNbþ4–Ó°qúWÊÏ9Ðó @/^Ô½Îl)B‚F$(BG9š(Þ<,Y×[8(9 ˆ"ÿñ‚d­q²Ú8'Ë#²l"»NdgceGcdÇ¢ô/EH³Â%Eº/ ÞýwÂ2Dw|u¬‚í!ÀÖ™ÛÃÕÊ0ŒÀ—&À„ /Mt›Ëcô¶ …Ò7”ÖÒRº\@çŸÐ©:z—\§}4ݧ6:­¿>¼Ö»Ò¶\ï¿Xí¹Pá4ÏÛÍì›È³yh9˜­~w{OO†IgºqÛyEsš¼!E¿&Y¯"ûI +Euj½µ[àFGP³-&hUÀ5AÔ.F+‡—­ô\—Aþ±1î [ÃÌpÕ—E¢4‘è¸H” ^»âg!H¢‚ô+e Áò¶PÞpÅ»8åÐaåøqÕôiÓ¹ ꥫV«·l7³íi®-q¥5´Õ‹öùÐ1_ºä§Ý¶)¤?÷ñüÿB#b#>#»óO œÎé@&¥‡ž(P` Þ •–¨³A³½6¦JŸ †Ü1é…?¬b`#›g ¹š ZÀýiáì$#°t8¡ÙåᨉCÓatEïI ¦bô&Ò0}ó±r ‚à#‚òsYw¤ƒ^Õ‚æ)¼Nn)B[rÐIŽãh’x#A²rH²p@o†H'b¤b¥]qÒæ8iuœ´$Nš'DaB9©›MΈD·D¢§¡¨óC¯V„ÀÔìgW`KÍ]m^Ö9F€øQ0!h—YšÍÎÛjÐJ»)­£/èr1˧“èÈ=:p‹ö_ÖôœÙxsb½ýÈZ땦È冠ÅZï…J—ùv³…6“yV£‚tO+õf˜t¥·Ÿ7j9-oL‘Õ%K«‹ËuÁ¢…A[äk=PïŒ{4 +aB-ðÊ-J¸$Š^K´ž‚T-Ås*«Ä=d +Bç-qÊGmo£Ž8-]‰nˆDÙ"Q®HTä§_ «’·†Ê»#ýÄh0Q9¦‚Λ/_±\¿iC³léZêDk]i›;íó¤c^tÅŸnª9³­ðYå?:ÀðÂápBŒSRœ“á¢×Mp[ûVȵEž» Úžh÷Á[ a4“0›ŒÅSX=ÍeŽÞ–Ð<=Z.¥Íú´“‰B?úÛQýï´Â[4…¡â„„M'Ñ~=çñá+ظ®“}®Asš hn€Þ~g€ +—ÍSP„¶ä Á;HØ5&„:M"·y[= ^ŒÏF‹G¢Å}"Q‡HÔ(UŠD…"ÑýhÉõ(É™½¤pIJw=„{ˆ*/ô¸c5’ A;j°|ùư¥æ—gÊJdFà›`BÐ7Gþu+d³ó×åû7¥ *P¥õt½œ.•Ò¹:ù„Ž> ƒ·é»«šÞóÝ©ëÉ«mñ+Í1Ë/C–j}«\ÊlçJöN=³Ë5z°çý]Uï-e×5Eû%yËYýÆT½º£’ªqá¶²† [Ãj|ð“´/mÐh‰æ=xe ç$Q«žVjë„  + uB +·L‚R­ptßÏB3.¹r7<ÄÙ^’\©àØÿ“K¿Hô&RÑKŒ•£Ç§ÒTóö¬\Qofì¥Y64Ï–òûims¡}nt“®úSÍ¿aÃ.3_‡€p‚hþsHà A‚¥8,G’'LqZsV¸l‹ë¸ë‚‡xêÞO«¬6† = ½‘Šâ«p³‰’å£ÒµÓ²õtùF¦\“£ F´FI{tZòu:ÁJe>À7t‡¢™ *Õih¼ˆ¶Ë\÷ñ»kºŽ±˜ÊÄÜ],ea=š[ºCxqš; Âq4ô–N!ÁGhK ü‚„­d'¡ù_D›ÿ£hã¿­þW¢E‘hR$ˆBw4ZbPƒÒhîq$—Á]  áÒƒãƒr7t92èÓLù=ÞÍ–šß£ÕX›F`gÔ˜¿d¶nØúýe»ð×õ~ÙºXi_››š¿6á¿+_P„­a t½Š.½ sEt*ŽåС,ú>CÓwi£;m½óØZ[üjsÌÊËåZŸ¥*—Å2Ûy^=]d6žo:üHõážQßmÃî yÇeYë9ý¦TiýQ½êIù/B°5L,ú×A‚Ôl —$Q‹T»5¬‘Cµ^B¹ +ÜÛ‚ÌpÞ‚”lƒx;uÀi­„î\¶§$×[¯ÈWZî/x´ËQ„¶^,œW­¦›Ñëjzo/Í·¡Ïmi}íDûé¤']ó§” A7:Øõ/MÀˆd HÎç9œ“à¼çô&Cª!R”8jŠD5­p̧pÞWÜqÓ Y~x„‚”…£.­Q\w´Þ@ŒþD¬|(–•«'UëL63L5Ùf4_MË-ië^:lB×”_º+¬Ê+hÈàZ3$z}·¹Á»ÉÂÄÌäp‹÷$kÙØ¼‹Í,h²¡¹zTø-Y?+B‚$hAÿIDÿƒˆþŸ"úïEô߉4DZy‡°ƒÕ0̆c$}hDC$Ê"ެ0¤‡"5„KÂy_d{ Ì û˜ôi¦üïf«ÍïÑj¬ÍŒ#°3 üµÂókè¯ïüŒÞ1!è3 íØGØÔ¼Ý¦„ NJ›èz ].£óÅt:ŸŽ?¢ÃÙôÃMMÿåÍž4m˜ ¶Ãk¯bV_†¬Ôý$-ð3¥&ÏŒGr•÷úï(tBAë9YSªþ–TAÄQ\ujt1‚„`Ñ[BàôÒfhRÁ9YÔ,Ã+1š8ÔHðBú“t_‰L\„ 5R÷ê„ [$ïÇi'\vÁMw䉷¤ÈGZî'«µÉ»Ãäïcä#ñòÉ£†s©ŠßèBO­h™ }iG;öÓA':ãI7|·›<«ÿ" ÄÇuâè:p ¸Ë!‹Ã1îHp[7å¸n„+ƸdгºalíqÄ 'Üæ‰‹¾¸€»!xާb>R¯&JÚ-댕÷P RNÅ›,%˜m$©5§,ée+z׆æï£ev´ÉžöZÓ™ý?qÖÕ¯CàW>˜¿ù/öcÎßù‘®S{d‹C®\²›ä¤›ô¬›ì²·^†?n";Äÿ ñ'>‡ˆ÷âEˆ;!®„8bGˆ5!„˜¢$¤ZDÅ"í61a˜JHˆ&M +6“±!dŸÅz8æÃ0†÷ax#¸!…¢*…!¸ŒëAH D¢Ÿöo*ËÏ…Ð[{™ôu†Ë+•-8w˜AXsFà»$ð‹Îó§­ÿãÕ/«1!èO±§'Ù¼¼Ý†¶†uPÚB7êèJ](¥3Ïè„&Hˆ¡é¿´ÙszãÍÑõׇÖZ¢VƒWê¼—«—ÊmuBj²Ðh4O1˜cøî®AÏMYçý¶óÒæSz Ç%5‰âŠ\y4¶„ ­­aµ.¨s@½-ö¢Á®'E/Ðd€&=4A+•IQ$ÄÈ5„VRáêd‰dk´Õæ;í¨‚\¹{îâ'ž’boi…~ƒŸ¬5XÖ.{+;(›="[J1X?­ ŒéMSúÀü÷ŸX·;«ÿG!pØ:n! ûÀC (<•"_†|9+ð@‰,]˜ôk–¸dƒ³öHuÄ1W$xà¨NùãB®…áN$r¢¸üII¬´2Nöò ¼íQO¼ÉÀa³ñDËù#6«GméI;zÙžÞu ùN´Ì™6»Ð^{:åB5¡? +zÖÏ&ð12ÎÖ=]äïo\ÆØAô¥ íê3QvW¯æž´ñ¾~Û}y×#ýwy’ÁŒ=OçéÍçê/?’­?Ò["^áØÌÍ} ú4Gç ”R%Ò:mmrŠ Éå…HAÉÐÄc3X ÇD8ÂЂ– Ô¢$üqÓç|ì‰S.¸³¥ÖhÛÄ ßÛkW¾g Î]iVÖ)F€øf~yþBÛùã¥_žú"íJû"å°Bv6/o· !}|3Ýl «Utñ9}J'…Äa·éàUÍ» ›oS7º’ÖÛ®µD®6®Ô{-W9/•Ù.–ZÌ–¨&K FŸÉë¿»'}›©×u]Ò~‰k9ƒÆÔAÕA”Ei¿‡­ñC­jÝPç„:{ÔÛ Þ fpKÑ +A/uBP£ qx¡‡Brå¸g„[*\1Å9sœ´D’ê’ȧ9 Ý ·\¸û®â“®IÖ‹°YúTƒžè¡‡Úmb¤A¤ ½8Zp +"é„ zM$–"0ŽÁ0¼ Áë4úâ…ò|pÇ —ÜqÌ'iÞu&íÜ‘ó[Æœ_&+Š`~dT{¶h|êùÏ`È„ Ï€¶3a“òΰ‹ 5ÒÍFºZIKèl¼OGoÒÁËš÷g7{OntYo? ‚‚´AU.Kev‹%–sÅ&SÅò±BÉPžø}×{Ý7Ðq­gД‚ú#¨>€ò(T£Æu¨sAý–;Ôh0…Û Q½u¨“¢ŽC^‚gúx$G–7ŒqÙgÌpÂB,å.wXš=Ò…Õ»÷ÀEœï&)õ”TyKšü$íAÒÞ0éP´tò€Þb¢d󨔞’ÑtCzGù“TgF»Mé¨,Åæ7Ø÷]øo®±7ŒÀg¨jÇsàÞf€” L_ý¥-´mZ%x%E£ †¨U¢R…²=(U£Ðy6ȱÃ]Gd¸à²;Îz㤒ƒŠ8ƒ+·ˆä>‘åÃb¢¬ ¦ DÝoÙyĦï˜ý`ŠÓøi—¹s®+—Ü5×Â&åa!Xô+ª©¢kBâ°":—K§²éXºHß§iúNltÿ™Tj9_d2]$/Œäc ýwГÎKh;ƒæh8‚š¨ˆDy0ª…HÑn¨×¹ÕíC­j-P³Î)¢j#TÉQ©J1Êb ò¤x`€Û +\Sâ‚ N™á˜ –ˆ·Âqa³Œ-®Úã¶rœ¹§®ï.®ñ’´øHzü%‚%ã’ù8n-žÓ“Ð4}zÅÞ6¦¹*úBI[è;]Tý s¦ ý vùotÈÐ.C³ª”(5oŒrcÔžo +´B¸Ú­‡~N{¼ÕC· oäèP M‰f­›\µÊ­PºÏìñØ ÷\qËW}pÞ©ÁHCB$NDsgã¸t¢w‹ÈîE1.!¦UDÝH¬ÚÙv'îwÔy8Åuê´ûüÏ•+^›7}hŽ/-ñ§õþ´Ë›Ž¹ÓÕ€¿é»Ì|Q«‰˜:Û躯×òPðR–çšV?3yY¬jå;K{JTïŠMKTc¥Æ3¥ÊÅbãåÅJ±ÁZ±t£˜´ à´å$ø=iÑ»º$bB¤ !}Ø/Añ q X Á\ Æý0胷xíªý2¢Hø›rÀ[¤Øà¸%2÷ X΄ /jé][vîlû°Ö1ŒÀ÷Aà ;Ÿzþ3zË„ Ï€¶3a3òޱK+¥åtƒ§+…tá1¹K'®Ó‘ tà”¦ÿØfOâFçõ¶Èµæ Õï•—å +»¥ç–‹{fŸ*'ŸŒ>’ ÞÇ»Û轆®‹h?–chL@]ª"Pˆ*oÑìQg‹ZkÔX¢JÊ=pL•+ñÂP›,ì¹

Ë7ü6îúÓÇôE}@ßùÐYJ8ó°oõ$Ì^ÁPzÊÚ)óLªóÍ+ +Õu¥fM¼Yoþ¦Ôüm©úC‰z¸Ô|‚7›åMçŸ/>7\âek%z%Ø(Ʀ°MLp „ G ]"m1!¡¼à´%¥€& ÅJæü1îƒO¼uC‡#êíQl‹6¸j…5RÌpS˜€Ø¾°íß¾f¶ìüöÌYŒ#°û|ªàóîÿ 2Lú h;ó6#ï»BPÕ<¥kùté!»C§®ÑÑótð¤æ}òfï᮸õöˆµ–ÀÕF¯•×å2‡¥¢}‹y–söL=PŽß3¾+ùp }WÐ}©h=ЦxÔÇ¢: å¨ðDÓO1¢ëÕ¨3C­ ª•pIU \Šçz(£˜ÓÆQy¨‡»2dÈqY3J¤¨pÄÍ‘`”½¸`… dÛ"w?WäÈU¸rèôÆ;_Œ`1k‘Bú`N»5ìŒ>ÍÒ‡RZ*¥ R:üOíûkQHxÍ~_˜1Ű-zÐá„fgm8¬rGTïGƒ^íC» º÷¢ÏL1¢Â„&˜4Ä”†UbÐïÌУF§%ZmÐh‹”9£È O¼pß™þÜÕ î|—.IŽ’$ÆHRˆô<1¸FŒîÕ#bV@,_›:b×BßríMòøâ5’æ=yÑwîšßrfÀÆý@ú,˜ÖÓN:âCW<Õ|ö’øº6’±p #$ý ßäš´ä›×X–[Uó{ø½Í¼ÕkÞº‹·î+µ(µå­&y‹é禳/”‹Ïå«¥úk¥’µR­¤v‡ [àÞß +AB°è G@€F†`%³~÷ úœðFHR`R+äX⊰ãØÇ…Øìÿô¼ðu±±Ò¿0¶ìüÂ@YqŒ#° lé6¿üþc·.ýóçÿXÂßžªþÛ{Ø ;Ÿ›Žw˜*(}D7rèÊ:›N_¥ãçèp +ý¤é?´Ù»Ñ¾Þ¸Öà³Zå¾òÜi©À~ñ±õÂ}õL–ÉÄm£‘›² q:z΢ó$Ú’Ð| Ѩ A¥ÊÝQåˆ:!k¼/MÑ`Œ:#ÔÂõˆH&W%z(¢qÈãð@H¥-Åu.ÊqÚÇTH01C¢'-pq/nXãÞ>äÙ£Dø íŒWnèöÀ 7¦}±ê¯M³yP¬9&¦ç$ô¦Í•Ðjî« þµ.ôU*`…~7¦0æ…÷¾è@[^ Ú徨ñ‚ T¶ +ÞÎèqÀ{[ YcÜSæ˜6Ó{0eŠiLš`Ä ÔèÝ‹76h³C£jœñ …ž\®wÏ»(¾"9.9%IŠÑK"ÒT"¿@”Ä$‹˜åË"bSAìˆãkâÚïÙŸä=˜â3vÆoú²ÿÂÀ•¬ ÍÇ!´4„6Ò^?:íKiÈwƒ˜5ô;' 9ŠålLäê ä){òÍÚžím,¶©æmËyÛÞî%o×ÂÛ·óû»ùýýüþÞ~”·®ž~n2Ï-— +Zt½D,xiCF éÄAït[à ak˜,Z‚ -!(š ¬øcÎ nrB¿ºö¢QR3<0Eºðý‚ð-ƒyÌè;WŸÚ|¶òüTbì~F€ø ü"})Áç•ól™ôÐvà#l:ÞyFɧ4“®Ý¤K7èÜ:u–Žž ƒ‰šw7ßFmt­·{¯µ¸®Ö;¬Tì[.µ\zf¶øÈxö|2Kì–ÞÐ5Éû‹\ït¥ ýZ 1 +õB€ _”»¡BøTkza›Œ1ŒP«€w’¨LÞÅú(”⩈ƒe)[Œ[R\‘ᜩ +$+¯1E’N©qÉ·öâ5òmñ\H@æˆ×ÎèsŨ;æ=±éMGpô¸„^æhG…(£ßàç×¢Sª¿ðTÅ|&Ã0‰¾tÄâU,êbQ…ÊÔ…¢)­ÚXµ½žª&í1kƒY+ÌîŬfÕ˜3ÃŒÆ-0´ï­Ñk‹7öhs@£3WãÆ½ðä +|¸Çþ\vøfˆ$=\r&Rz"Fš§”ÈOå%bz“˜ß'–yĦ”ØW§&âÚA<߯{¿Oö>å7~!`æzÐâàÕœPÍÓ0ZL_Ò¡ºä¿“@²¶ìrk0“«?’oÜÿÌ¢³pß«û:Þ±‚wªäêxçFÞ¹•wéà]{x×~Þi·á­&xó^µPj´\b ŽÞ(kòtIä€fƒôýœ8LHô8h‚.@P4XñÁœ&1l‡wVè6C£ JŒµ))Ï)@ä8«÷Mf‡]nÕï¯{lñùýÙŒµ˜`v$ì|êùÏè‚>Ú|„ÍÅ;Ð(”Þ¦šKtí"]ŽŽD´4G¢!5>¨pCÙ~T +ÑÌQo¬M“T¯ÿâ +=m|aSX‡g@îV®m\ÒÇNÈqDX±+q@…ä=8m†t5n«µùµ ¬Qa‹&{¼qÀáõ –Ý ñ„ xNû¡@È,¼]?¿Ö…¶« ¬ÞoB`)Óñ=Œ÷‰è>¢õ…kJFM"Ê£ú ê…¿‚´G ;ýôŘ'¦\1·ó¶X°Á‚5öbÁs‚›F÷aÐýûÑãˆNg´¸â¥;WåÉñ>Ü3ñ£ IVˆ$#Lz)Rš­`þZÐòàµG¡š‚`ZD;‚èH]wüÞ­ÀÚÿÝÈåVŸÈæòMF‹öö—:uòn-¼GïYÍ{—ñ¾Õ¼_=ï×Äû·ñ>¼GïÒÇïÿÀïæ-Çy³IÞx¶X±P _Ì—-çê­>¯ßýÿûÂ~ $LAØðÁ’;f1&ˆ«jô ÁØå¨’á¡°éX†x Žr;fŽønì·KÊŸ»Ä¬Œ#°}þBÛùÝ¥­·¡ÞüÅ¥?íß§Þÿ§…°“ÛK€MÄÛËÿïj?G7Óåt6†NDС úÎKÓã¼Ùe»ñÚr­Ù|µÎd¥R¹ÄËŸÉr¤swô¦3$ãéÜð9|HE2º¡3m¡höGƒ§6’O¹žïE¹)* ˆ®ÒC m©@Ou*Ð}àŽ W€ób¤ê!YñrÄÊ­@¢©J\Tᦠ+U(0E¹àç¯F—%¬0µKöXõÀf èÁ½¼ÿµ.ôwf`×w2õKX¸Šé«»Œtô¦£ó +Z.£þ"ªÎ¡â jO£1­ÇÐq=ñè'ŒÁh8¦„dF¾˜÷‚;O6G¬ìÇ’æí1ã€IGíö±!g¼wRq\‹§¸ÞGRî')Ð{,½*½!M–žÕ?Ad‰Dq”¨ÒÈžt¢Î$V‰mÙ_Nœˆ[;ñì#^ƒ‡}ÆŽùN¥ùϦ.f­<ÙxDŸhÓ‡ Ñ%ï ™µmW(å6ŸH—òM§‹¬†JzxÏvÞ»™÷ôŸ*> œªæCêù`äÝÁ»wóN}¼ý{Þzˆ·ãM'KŒ§ Œfó çs s¤ËÙ2,ÚÈ€æ"4§¡9M4qЄƒúaÍ]+´N ʪ>¨ðVŽ!™ÂW „1hW ¬Oë [~/v7#À0 °%ïüáôO'¶®þú÷?ºsëü'i;Ÿtó_×Ë®n6oùO¨w#˜.ûÑY/:áF‡œiŸ¦Óf³Õrã¥ùZÉj™r¥D¾ôTá±x>³˜¼„Ñ3:÷GÐ{]Q袣ø É uÚm\%V(2G‘ ŠPl¯xQ‰Îè§a?«@€ÓŽI ÑG¤L«%)pZ+ +d)§@©µ*¼Þƒ>µv?½‹NX÷ÝÙÐÑÿZbÎB䳃ÏlÞÂRf³1uK<šÉ}¸·wБ‰æ›¨Ë@ÅUT¤£î"Ï¡õ4:RÐ}ý‰<„Ñ8LE`.óXðÅ¢—ÖoaÅË.˜wÅŒ°“Å£òÄ{/ôzq]ž\»§¸É[Rã+yî¯W¤÷(Tz7Bš%½+=MdG‰aQž$¦ˆúÙ{ŸØäûçÄQØÖJ¨Ž©âCËùðj>¬žjæýZµ2‘kïØËÛ¾ã­KÍG‹MÆ Œ&òåÓe³9Ò­ô/+7°vë§°~ëñXÁzÖw WÌÚaÂC¦è5Âkª¤x$l:ãÛ¶ûÆÕ'öˆ-A?»`ߨy~sê·o>^Úzîãå¿ó·-bïv6 ï cüESÖ÷ÒåýtÖ–ŽYÑ÷–´[­iÛ³Ù¨Ú¨U¬U¬ðzË…Üâ#ÌßÅì5ÌœÓî‘IÆ€àüƒž0¼ñÇk´8¡qj-Qf†BöÁ€7ú½¸·žÜO®ÕKÒà#©ð—IòB%÷Ã%™Q’+±’³DšBä‰ÄèQ!fW‰åbý˜Øév‡5·Nâþžx'xð™:ç7w5`ñNàêcÿÍb_ZçK{è4K"¿óÜ.ja)4ņ«Å–s¼ã(ïöŽ÷îâZùÐ&>¼ž¬â£tZPp=ïßÈû¼â=Úy—7ÚTbûúK,?™ >S çŽåÊ&s¤3÷$dä_æ3°xË©XNÂÊA¬Dj³Æ/{bN·CÚMaír¼”hS +ûŽ“&í¢õy]aKÐÏãÆžbFàëøH…ç#oûzíd%ÿóØ,üÏ3üv%,™Ñi:lLûŒh‡!m–m6H׫¸5+ùXºÅ›˜¿ŒÙ4LÃxFâ0¡ Ûã…N¼¶Ã«½Ú¬ñu +TJQÊ¡ð%¢_‚Ý®—€sÀ)à8p8À!R‚` ¢%HÔCª—¥¸#¤˜— \Š—2¼V`@†c&}»ÀjÒ¨¯—b© %’¹'ú“äùïžèwçJÚr¹¦Ç¨}ˆò¨¡Ûh¼Ö«è¸„îsè?Œ&a2³q˜ÂBC±Œå,ûcÁO»elÚ>:-ȼ¸>O®Û“ëðäš|¸ñó qAˆäQ¸än”äz¬ä"Ñ;E„HAŠD¢J%f‰ÅMbuŸØ>Õ…Œ®#.mÄ­—¸ôMöž<í3sÙoá¶ÿÊ#ß"oZíEßøÒiWfVFàÛò¿—É6ù=˼Ý4ï:Ì{õóþoø6>²‰©çcªøˆ2­wP`ï+„zÅ» +1¥;xûîbëÞB‹þ§{>ä)‡ËGJÇî‰Éˆhò:¦/`FˆÖusóáX²Æ»kcDÚà­9Ú•ÚùBˆGwC +àÆT ogì[[‚î\Û°–1ŒÀLàcDž¹çFøtMÁß‘þØÄw´ß€vêÓWZËiʰQˆõÇXÍÂòu,^À|*f’0uã‘Æ€/úÝÐí€Nk´™ixêä(ÓGr9x‘±%ÈÒ… @: èÄq@‡@AbÄJ,ÆN{³°‰¬X‚j)Þ°Åü ÄÎ|^¾ÚÀ-ÕŠ^èÏÈ'ž (ú º +¤m’ÆÔDÝ=4ÞAëMt\Cw:ú/` #)˜HÂl<æ b°…¥p,‡`9 ˜ ÀŒ?&ý0æ‹ zã·µA¬Õ›«÷ã*ÅÅÁ’'áâûQâ[±ât"8ÉNE1>NLÏõ5by—Øä»â ä‘o&.]ÄõqIôœHõš¾ì3Ÿé³üÐk½Ð“V¸Ñ7tÆî›`c•0?¨€¦Úx£|ïï0É{ ñ¾}|pÑÆÇê´ Èjí±  +Þ¯š÷jàÝ›xç–RûöbëŽB‹î§{zóŒû¾Ï‘ Aâák9±Œ'b"“aÚ?ŸQw|p@5^›á¥RíÜqðfÇÏFøÁÿe«Ð|°î3ŒÀŽ%ð·:ÏßÞ°c»Æ¶E€MÁßñH¨mâh h h.6³±~ «éX>‡Å˜OÀl ¦B´c‡…¥¸#úö¡Ë­{P¯B¹E†È5À=)Šnèö‚ Ž@Âú\€/ ƒ@4 .C|8D‡TÝ‚pTÈ–ñßñÐÙM¯7X¯7Zm2X®3\¨PÌòÊñRÕ`©²¯ÔðM©Ak©´±T\[ŠòBTæ£î1 %K;¨;}Wðá†OcâfŽ`> °‡¥h,G`9 ¡˜ Át0&ƒ0ˆ‘ ùáƒ/×ïÍõzrÞ\³/WÀ½á +¹GQÜÝX.ƒNAú§ˆ<‰(“ˆê41»L,~m_N^§vâÒO\‡ÜÇOzN_ôš»éµôÀcí™-w¡o\è´Å®0 ëÄwE NV›­•Û,ñN“¼×ØÏ‡uñQm|Ä+>¬©Ö +Aþå¼·V¾Žwi(ÝßTlÓZhñú™iGž²3WÞýPÚsŸë» Ò+z/$)HÁ@b1ŠA_ô¹áÍ~´X¡Þer<åpðgÓÇw5F¾jcÙ*ô«âe…3Œ#ðÏøk©ç¯¯þ3õ²g¿ 6Î_·–Ç ÷@3A/k3¶lÃÚa¬Äb!3˜ôƨ íÑkƒK4›ic;—)P$Cž÷"6‚ +Ï1tˆÕI@Aº/m] @wRép™-à¿®-YéG OOÓ°g½MµÚ´g©V½Pn1Ã[Žñ¼Yoò†W¶ò†M¼A-/­(W¡ö)sÑ’ƒölte¢7Ò!dÖ?¥ÝD9w ‡±xKqXŽÆR¤v§Ø\f´RªV +@Öÿa_nÀ›{çɽõâ^ûr/¸Ê®4ùQx‹[„K“¦Å‹S$Ä©NÆ™]ˆU߈µº'„ŒÞ÷œØÕû6âÐKœ†¹Œp›:ï>—á¶tÏuí©3}áH;öÓ9ÕÇužÝÅ|9å / 4U‚d»È»Nò¾Ã|¨N +içƒZµá£ýêxŸ*Þ«œ÷¨à]«KêŠö5X6=Ýó*OÙškðú‘^Çtf‚¼uŸEÏq¼=Œ·1x‚n¼vA£-ªÕÚ´¹Â¶b@˜Y¾\ëYI»[ˆî+²>0ŒÀ.%ðjÏ_\Ú¥0v[·Øü»Û,š z4XÒµ¸aÎÓÖUãÝt£Õ/õQ%A)ðÈ̈H +-lÓîÓ­Ò}'À0œÙ¢}· ‘]ÑŸ.Õf›Õz«ÕJã¾¥ûù2‡iÞqŒ·à­ûxË7¼yoÚÄ«êx£ŠyE‘~M¤á)^åâuÞd£÷6Þ_ÇÐeŒŸÅt*æŽa> X:„e‚eÝ61A šÓúÍ!ç?`Ò_p®ã„Àу^Â1tù¢%uÁx†‚H<ŒÁXñµé¹yJŒQBŒêxŒÙÙók±ê¬8Ë'Ī”ØÔ}-͇Øp=ê4yÖyîšÓR¶ÃZž=}nG;­èºlW؆uâ{#ÐÚ(§‚T¶‘wŸæýGø€÷|@ïßÁû¶ò^M¼§°/¬–w­*u,/²//°©zjQ“oZÿÄèåcƒ¦G’W÷´û.I—¨í^'£ýÚÃÑîf7Ôڣ̅*saxôµZÐT&ü1*l´ôÆ 'Þú Í A¨AQ8r£-Ñæ‘’§F)“¢•É1ª´XÓ+q{î³ÇD]L,«ˆU3±é"ûˆÝhòþÉ3ösWí–²lמØPÞŠ¾3þìVFàËhÔiAÕf/–y¯YÞsŒ÷äÝûy÷Þ­ƒwmå›xÇ—%vu…‚ +dYžgVž«ªxdX•£_󀫿ú+ ¯E/¡1Qh Dƒ'*Ql'¦¸#ÇŽI@_Öf»§4¶Ý=¶d=aÝKà²ÏÏìÞÞïž±ÉwõӻĆÁ§3cOl+AkÚãºÑá¹Öâ³Üà¿X<_2ÍŒñ¾¼gïÚÅ;½æí›ù}õ%VUEåfÕÏLêóšòä­O¤Å=Ð70šŽÉs˜=…ùX8ŠÅ#X:Œea˜>:áÿž,þo¢ù+šù7¢©-šøŸDcÿJ4ü߈ÿEÔ'µ‹D"Q¥HT"=‰î‰D7E¢K"Ñi‘(Y$:"‰.‹D™"ÑC‘¨P$ª ê&bÙE¬ˆÍh²ídšÍÜU«¥,Ëõ< ZeBGõ¶•)«ü‡'PÚ`@kÌ5Ï÷¯òŽó¼ãï0Êïàíûxû.Þ®£Ô¶µÈº©À¢ñ©YÝUÍ#EuŽAÅ}½ò,”_GÅy&QU"ªbQ‚*oðNÈ·AÎÜ7Ħýðãë/°EÈ_Àa—F€Ø9~§üüîíÎi'kÉÇ`“ïÇPÚÝ÷°1°»í» {·fH?xjz6:‚ÖZC—#«cæË¢§ùð1>dèç}ºyÏvÞõïÐÀÛTó–e%fÕŪúB£¦ƒÖgÒŽ|®û1úîáC&F®aâfÏhí-œÀb2–±$ÄŽ>¨M%ž%š‰ÔF +š Æ´à$dóÁˆ†<Ðï‰No4ù¡:|òÃñ œ»!I”¦EÊŽEÉ£©ÑÊK±F·ˆ2‡¨ +ˆi…HÔ$½‰D¢Ñÿ^øËûaŽ]8 +wo—ꥴn}a¾^j¹Tºw†ß;Îïæ-x‹þuwyg¾Y{®IË#eÓyã=iCWuQs¤ZT‹êT{£Úe6(܃|9sÚ½£åËõŒ-E¾KV#À0_‘À¯ÅŸ_¿þŠU²¢¿6ó~®ßS©l |OÖbm,ZÑ¡š·‘1k­d¹ñÐbuÂ|ÙÁ>nœâÃßñÁ=|@ïÓ»5ð5¼M9¯®äUµ¥Š—%-Ezí…\Wzsð! Ã71~3ç1—†ù“˜?Ž…$í±ùC˜#ˆÈÍFbög!HÈ…=îO ¹ã½;Þxá•jüñ<ÏB*¾ªw%Lz6\v<\~8J$¿gp“Èsˆ¢€(+ˆª‰˜¼!¦Äl4ÙtêŒÉüuÕÊ=åfž‚¶ïjw ßI^lïp¯$´ZNË 5¥Š•RåB©ñ ÿÿ±wçqRW~ïëŸÌ–ÉÌ$™ÉÌäÞd²Ý$“¹ÉÜ™¬7¹ä]]]Ý4MË. ›,² ŠŠ€úuCAd\@EEEQµDVÙ7YeßwèíÜOúu§Z¤éê®oÕËì.ª¿u¾Ïóý>ºêýøœÏ¹ãä×w]TrpA³}ó‹w\´cn“mïn}'¶åmmœ® /ê‡Q +‘ iCmì®5í´¢DS”ás1Ãã­HÆLAn"PÿTq“àŸ3O€_»™7'0".ƒF@ç%oGà\/wð‰ÊÝO•oYºqÔåµc.®saɨ³‰‘'ON<¾?1üÇÄЭ‰!×%ú¬Jt[šè¸4Ñve¢ùšDÑúDþ¦¯µ}~üDû?СÙ:6C'§é̤ä±scu~´Î?›ÜPþÜzäƒAG-ê­½´³6ôÓªZ$oE²zz99È6TDÞyå×nxç®GÎeP˜*ýÅîìwèÙÊݣ˷-Ýøâ•µ“.}7ñÂÒñçcN&FI{ãÁ¼)C£ã†EG>û¸¦Ñ7ƒØÜ ¶ ˆ/ +×MvE‡ž,<>¶ðÌÔ‚KoÇË?ÈsÖ›…ÿÈL¹r å¨òc•¿§ÒYº2S_×9»e^‰Ú-sêY®S÷éLOo/~¡dæ4fþ¨¸r2Ž! PSÀR ‚ š áúš_»áš¯4–Ë M°6-ÜÙ'Ý¡1•{Æ•oŸXºiò•uÓ.­š|aÙKç¾™p*ñ±Ä胉g÷&žÚ™xlkâá ‰Ak}W$z,It^ž¸sU¢ÅÚDцDl˱ŸÆvÏÍÛ÷nÞÁ7£G_ž˜=eAÐx£sÏéÜ3:û¤ù(rÆ‚ [ö€ÎܧSýu¼¯ŽöÖáž:Ø]?öÔæÞ~k¤þZ4PóéÝû5cˆ¦<¤qCõì0½0BSFDß›;"ÿ‹ñålx¬`÷cñÃOÅNŒÏ;7-zõm¹9¤@i¹R8hZ&Ê“¥Ê1*{Fe}¯½zù…’öÜ8(OnÌ3g‰Ù#@Þ¹äwnxç®GÎeP˜*íÝÙqîð·ç¥ŠSÊ6M¿ºîµË«§]\>åü·/IL8‘{81zâÙOlK Û˜x`m¢ÿw‰{–&º.I´_‘hµ:Q¼.߸0¾õÓøÎ¹ù{ÞÉ?ðfþ¡WcÇ&ÇN¾˜wj|Þ™1ѳ£tv¤ÎXôq²YôÙ‡tæ~ Sýt¢ŽöÒá:x·vw׿žú¾·–öÕ¢þúd æ ÒŒû5eˆÆ?¤gÖ C£S‡æ½=4öñ#ù_ Ë_9<ÓðØÞyGžŽž§‹¯¨ük?G§@ üBI§n–›‹'Ë'˜ÓC¬  +é”ò 7¤W¿Ãæ2¨_OŽ–vŠîîÜ$wôe·wjÅŽWË6ϸº~Æå5¯]Z1íÂ’)ç“N&&MŒý)ñüžÄÓ;nJ<´>qßêĽ+Ý¿Mt\žh³*Q²6Q¸aaáæO ¶Í-Øõn|ï[ù?½ždjìÄKy''ä=ó¼Î>› ‚†}âw «‚úêDoë©ÃÝt°‹ötÕ–nú¾§–õÖ—÷ê“~zo€fÞ§©ƒ5þ¢qC¢¯<˜7롼yç}=4oÕ#Ñ-hß#:ò´NÛe“ä>"Jû%à 4¤¿SR;Ë^‹‹'Ë&”ÓA¬  +éó 7¤W¿Ãæ2¨_OŽ–vŠ^îÂdw|ªÛ7½bçŒò­³J7¼}eíÌKß½vqÙ´ó‹§œNL:žxñPbì¾Ä³;ÁÖİ ‰¾Oô_™, +ê²4Ñne¢ÅêDѺ/šlœ_¸õ£‚ïÅwÏÊßÿFþ¡i±c/ç°¢ qÉ èŒAOiØüÈéá:mAÐ`í§S}tâë®#]t°£ötÒÖ®ZÛ]Ëzê«^ú´æôÕŒþš2Pãi¤ÅA÷kúš=DŸ<¨ÄCZý ¶>胠§tv´*&¥ýzáX€ß) žM/ÇÅ“M³É¹ €@.…t–ù…Ò‰«ßasÔ¯'GK¿ÀÝîÒTwrš;ðZå®7+¶½S¶qöÕuo]^=ãâŠ×.,™v61ùDâ¥Ã‰ û£L<µ-1bcâÁuɖѽW$îþ6Ñay¢Õw‰fßQ¼~~ÓMm{¯É®Y…{gü4=~drþñc'Æåz>zú9² è³È©a:=Dgêlê¥Ýu¬«ŽtÒ¡ÚÛA[;imW-ë¦/{蓞šÓKoôÑä¾Û_Ï Ð„zõ>½;Hó'wû~¶ÒþGtêq•Ž$JÿÅÂ+4¸¿Sœ<«^ë'«¦““Al  +é óÛ6¤W¿Ãæ2¨_OŽÖW^q§^s‡g¸ÝoWlŸS¾ùÝÒõ³®¬yóÒÊ7..}õÜâWN%^>š˜øSbÌžÄ3;mI ݼ6Ñ÷»D¥‰NKmW$îX½¨dÝgÍ6~\¼åý¦;fížÑdÿô‚ƒ“ãG_Ì?66ïÄèèÉ‘:aKÃ,zX§ëL?½G§»ëÄÝ:ÖY‡ïÒÁöÚÓN[;hmG-ë¬/»j^7½ÛCoܣɽôBo=ÛGûêu[/Ö_ŸÛÎbý´¾Ÿ~¨cêÒR †¸Rx†àwJÛgÓ+rýdÓlr. õAaœb~Õ†qÖÒ1f®„t¨rÌô +”Nsç^wÇßtûfWî|¿|ëûeß¹ºöí+«f^\ñú¹%ÓO3õXbҡĸ}‰çvù–Ñ›¬Oô_¸gE¢Ë’D»e‰–+5_óYÉúšm|¯x묢3šì™V¸ÿåø¡ ùGÆä=ñ´N<¦áó#§Ðé:ÝGgzèäÝ:ÞEG:&Ë~j«½­µµ­Ö¶Ó²ú²£æuÖ»]õz7½Ô]£{htO½ÜK3{k®uê¥ïzië=:Ð_çï'JïÂÑW€_+ëêWçâ õô1xÈ5‚ 0Î8¿jÃ8ké3WB:T9fz*žq—¦¹So¸ƒ³Ý®*·}P¾iNéúÙWW¿uiåŒsË_;ýí´‰)G~JŒÞ›xrgbøÖĉë÷¬JtYžh·$Ñbù¢’UŸ5[ûqñï5Ý4«hÛMvN+Ø3)~`|þ¡çcGGF?¡ã#4üÓȉûuÂö ë­SÝt¢«ŽvÒá:ÔV?µÒÞÚÖRk[ki[}ÑNuÐ¬ŽšÞY/vÖs]õB7½Ò]³»i~7-é¦õ]õcwïI +”Þ«ƒ£7º¿V} +Â;.žðÎ#G  +ã¤ó«6Œ³–Ž1s%¤C•c¦] t²;÷ª;jEAïºïWly·|ì«Ö2zõëçWL?»dê©Å/OŒ?œu ñĞ݉¶$úýèù}¢óÊÄKÍ—|Y¼âó¦«?.Zû~“ ³ +6ψoŸž¿ëåØÞ yž=èÈðdtl°ŽÛ®ñ÷ør Î:ÚA‡Ûê`+h®=%Ú|‡V·Ðâ–ú¬µ>h«7ïÔÔv×AÏÜ¥‰õFGÍí˜,ú®ƒvv鶤@i¿4xFà×J£OAxÀÅÞ¹cä ƒAaœt~Õ†qÖê}Ì\õNÊH rb²eô©×ÝÁYn÷·uvÅÆ·J×ϸbûȯœv~Ù”3K^:¹xܱÄs‡Á¾Ä#»÷oKôÛ”è±>ÑiM¢íÊDÉ’¯Š–.h²b^áê +ÖÍŽo˜‘¿eZþö—c»Æçíwàéè¡Çuh˜†9j]}îÕñ¿Yf­ö·ÕžVÚ]¬M´¾©–7Ó—%ú¤¹Þm¡×[jR+n­ç[kjkÍn£ùm´´•¶´Òéf¤@ tuð2+Ào–Æõû«sý„}?äŽAPèæš_²¡›²4 ˜+!M°¶!J_tç^qÇfºýï¸oWnžY¾áõÒµÓ¯¬šzqÅËç–M<½dì‰ož=š~J Ý›¼3Ñwk¢ûÆDÇu‰6«%+¾.\² `鼂•ïÇWÏŠ¯{#ôü-“bÛÇåí•·÷©èÇtp¨FÌ‹ ƒ}ôSýÔY{ïÒíµ«•v5ÓÎm‰kM¾-ÔÂ"}X¤·ŠõJ±Æ7ÓÈM(Ñ%ú¨D‰b­kJÔW¯‘!üfɉé0¸~B:q rP€ (t“Î/ÙÐMYšÌ•&XÛ Üå îôTwø ·g¦ÛözåÆéå릖®~ùòw/¬né g<ñÍãGC$íIÜ»3Ñ}k¢ãÆDëu‰f«ñ_ä/ù4¶tnlå;y«gæ­›ž·áåè–ñÑí£µëiíyT{Öð#{úkwoíî®]µ£ƒv´ÖŽfÚ^¨­yZ—§eùZT yš]¨W 5±‰F5Ñó…šV¨9Zׯ()Pƒ\¼HÆð›%c¦"”áú å´1hÈI‚ œœvN:x»• ³˜ËçPñ¼»0Θì¾îvOw[§¸õ“*¾±tõ¸++Æ\\:êü·O^üèño:œ¸o¢ÏîD·‰»¶&ZoL4[—ˆ¯þ2ºâ³è’´tŽV¾©ÕÓµv’6ŒÓ¦ç´õ í¦]C4|ndç½ÚÑS;ºjû]ÚÖF[ZhS±6hmLËbú*¦Ocš×ëqMŒkT¾ž´/bz+ªù"Êå«3wÏß,¹;÷õqæ\?õ¡È1@† je^4ðv+ ¨²a®>íÎ¾àŽ½ìLq»&¹Í/ºuã*V?_¶ò¹«Ëž¹¼ä‰sß;µøcßô?œèµ?ÑuO¢ýÎD«­_oü:¾îK­ž¯sµd¶–¼¡¯hÕD}?FëŸÑÆÇµe¨¶ Öˆ÷"[{kswmê¬íµ¾Ö6ך¦ú®@Ëó”°´'ª9Q½ÕĨž‹ê±¨ž—¦KsHöBàÕ2J€_.5¡ ×O覌#€@n +åæ¼sÖY À{­,˜DNÁ•ugžtGǺýcÝÎçÝæçܺ§ÝÊ'*–?Vºdø¥ÅŸK^+GiõSZ;\? ÑÆ1;òC­ë¢uwéû¶É ÂVkY¡Çô¥4Oš%M“&HÏHIOH/qQ漿\rþ¸-®ŸÛâã‡@† j(i^úàV}jr¬Æ(àÎ<ìŽ<åö?áv>æ6wëv+‡T.\¶dàåoú^øêž³‹ºXØéÈçíú¬õžO›ïœW¼u^þƵþ­™¡ï^Ñò‰Z2FKŸÑŠGµê!­¹OkûèÑ™‘ï;ku}×FËZê›}Y¤Ï ôižÞ—fH“¤ç¤G¤þÒp" Æ½ xõŒà÷KÆLE(ÂõÊicÐ {A¹7çœq6ðF+f‘s¨¨lçÎõvG‡ºýºƒÝæn]?·ªwåòžåßv»úu§K‹ÚŸ]Øöäg­Ž~zÇÁ‹÷Ím²ëýümïF7½©|w ÕcµâY- ôíP-¬}µ²»YÚ^‹Ûèëú¢DŸi^\äé-iª4ZzTê'õ$ªž¾@À9~¿pÜŽ×Ïíèñ³ €@ƒ 55/„@= +ðF«19T¦\¾Ãìêôt»º»­]ÝÜê•+î,_ÒºlQ«ËŸµ8?¯ùé¹%Çç4;4«éþ· +wψí|]['kãx­¥5OhÕ#Z1XKïÕ’nZÒAOˆ|s‡¾lªÏ õQ\ïækFLS¢+ “î!ÿÉ”‰g™%Àï—ÌšކK(„“Æ@ ç‚rnÊ9á¬à]VVL#'q#ãùîp+··…Û^â6»µE•« ++–å—•Wúyôâ<ý@'gëèLš®ý/kÏí•Ü)lÓ#Z?XkïÕênZÑ!¹ìÑQ‘/ +ôQ¾Þ‰éh²ÿõzüçFê<†@µ¿_ª)ø¢n\Busã§@† jHm^ úà]V}IrœÌØQè~(t+ ÝâB÷e~å‚hÅÇ*GWfêâ«:;Y§^Ô±1:4RžÐžG´ã~mé« =ô}G­n­ïšé¡§#_Ks¥×”¬ÊÜ3edd’¿_2i6B9.¡PNƒFÜ ʽ9çŒC/À»¬ÐO!'ðëVÊÍ—›+7[n†*_Qù‹ºú¼.?¥‹#töAºOÇïÕ‘îÚßQÛîÔÆæZÛDßEÅmòëy&5¸wjjðõ­ +pýܪÏGK€,¨±äy]ê&À»¬º¹ñS9%Àm’SÓÍÉÖ£÷N=bææ¡¸„rsÞ9k£YPg1ç¦ï¯rsÞ9ë[àN¹U1ž@J€{‡+@Ü ʹæLC-À[ôPOƒo0慲L€{'Ë&”ÓAÈY ynúŸáØsr–ˆG ,¼EËL1ÎÆàNi\^=¼Ü;á;FŽ ;7Mxn)Þ¹¥'ç2gŠ@æð=sæ‚‘d²wJ&ÏcËdîLžƆ €@šÈ‚ÒËa¨Þ¢× #ÉzŸbN0MÜ;i‚å° €d¸YP†OÃËeÞ¢çòìsî¿^€;å×[ñLj +pïÔÔàk@rJ€,(§¦›“ ‹ïÏÃ2SŒ³Ñ¸Y} +@x¸}Â;wŒ@Û ºM@~zàÍy½“rÀlàfÉÖ™å¼@€Û§y @2V€,(c§†å¦oÎssÞ9ë:p³ÔA %ÀíÕ€ €@Ž åøÀég”oÎ3j:L& p³dòì0¶ àöÉð bx €á°€¥¶Œ%õO©¿3ákg&Œ1 S¼9Ï©éædoG€›åvôøÙàöÉñ €ÓGH“@uÔsýñ«ÿ©ú‹ëŸÓð5¼9¯ˆÀõ¼9¿Þ„G¸¡7Ë YnúàQéLTbºR¨Òfªh)w§Ü]ºéò„làöɦÙä\@2G ¶çúÇSdÂÈÉ‚2aCŽ ðæ<Ç/Nÿ× p³üz+{æjiƒ´C: “ÎJ—òTZ òbUÞ!׆,è–8CÿdnŸÐO!'€ yÕiÏõÑÊõ±Oõ“3á<®p&ŒŠ1 #¼3Ï‘‰æ4ëE€ûåW2Η¾’–IßK[¤¥ƒÒqŸ]¶,¨PåÍTÙB®­\Gê‚~%j6<;(f‘s@Èꨧú‹ê¡]ÿHêŸj{¼úò LC¾¯…Õ¼-¯¦à n*ÀýrS¢×¤ÙÒGÒçRBZ!­«Ê‚~ªÊ‚.Æuµ©ÊJªÖˆu" º©k–<;(K&’Ó@ÈT¤“ÊR®w®$5äÚo¬J¿±^×E gx[ž³Sω×A€ûå—Ñ&HS¥™Òéé é[Ÿ­•6ûº Ë‚lØé˜ÎêJ•5Uesß/¨YÐ/ÓfÉ¿reÉDr € P3Ò©ùujh×?òË7â ‘5">/³¼-ÏÙ©çÄë ÀýRÚ0éIiŒô’4MzKú@úÔgAßÔÈ‚vù~AÖ;úd\âºâû9Ë‚ZÕF›UseÕtr2 €'pMÎsÍ·6®ëI ¶¶ÇïT’¯l£jÜðêäšoËsmÆ9ßÛà~¹¡Þ@é!)FJ/H“¤W¥·¥÷¥yÒB©f´SÚ/ÉÓé<]Šêr•«¢„ 膴Ùö wP¶Í(çƒ Ðׇ9¿æ‘ÔH¯fcœÁ ^“,è(<„@Úx[ž6Zœ…Ü/×OêÝÒ½ÒýÒ#ÒãÒ³ÒXéeÉšYôžô±Ï‚ûº ë½Iª® :ÕÙB],Ri‚ ëi³ðî ,œTN @ ÁRaNm§†S[àSÛã ~7xAÛ å!¨oÞ“×·(ÇËrn™k&¸•ÔIê!õ“×È‚ÆI“}dkĬ_ÕY¿ T]eAÖ/Ȳ « ²5bÇã:×å8AÐ5´Ùù-wPvÎ+g… аµE@5Cžš_×]m×|N#~mÃkÄWç¥ÈÞ“çÈDsšõ%À-SS²™ÔZj/u–zú,èŸ=!’Æû,ÈÖˆ½é׈YïèÔ±åRªw´­; ÎÓ©<]ˆÕ¤Í毹‰²yv97@F¸a¼sýƒ×?ÒHãý¥—% ú%þ úà y}(rŒà–©žìR µóEA]}]P_é¯"ÁßD‚ÿ þ¿H`uA©~A³ªú-ðuA+«² Sý‚¬w´‚ªi³ü n¢,Ÿ`N@ 1n˜ð\ó`êÛPÄ,¡dcÌ3¯‰@ýð†¼~9JÎpˤ¦Úšu‘,²¥aö÷]> ú?"Á¿ˆÿ6ü‡Hð·‘à¿F‚ÿ þW$˜"½î÷Kõ Jí)_íöI ‚¸‰rF€E@ Þ®É|ª_þTQýOþYP†Oà µŸjC=} ¾á¸eRæý¥^~EØ’ý±Õa–ýi$ø‹HÐ[ Ù±¡Rª.(/Xïèê5b5÷”_#m¶‘5ü¥Üx¯ÈMÔxö¼2 €@Ö +ÔÙ WG@¡‹VB7ଽ¼8±¬à yÖM)'”^nó& ‘, ²¾@Ö¨­ô»‘à"}ÝÍ?hYõ޾_²g>)Ù1UeAÕûˆ-¾––H«¥õAé½l3ëèÜD™5Œ@  ÊàÉah!à yˆ'¡7†·Œu~Ê'<–óXÚÓÃ/ +û­Hð{‘ÀŠ‚jfA–Y^dY­û‘ µ§¼ÕÍôûˆ}$Í—ù,È–‰5Ædòš#ÀMÔ8î¼* €á +ç¼1êÌàÝxæÎ #ËTîš ~G°À¯ü$YñÏïG‚߉¶:ÌÚGw”¬ktw_Ô§jØ#ÒŽÿo$xAzIšæ³ ÙÒ’-³,(Sg›q¥E€›(-¬@ì ÊÞ¹åÌA€wã€Þ/¹Ëwâ=–¯“Mu©X¥-UÞAÝäúÊ= 7Bî¹±r“ù<~óéÉñ»æ5iŠd{=+=&=( ”þ0üÝH`eAö·5‘¶?¶Fìɲ «,ýu$øO‘`¤dYÐDéß>Ú–‰Í•>&ºùu—UÏÈñ›(«æ’“A@ ¡È‚Jš×É~Þgñ(-ô‹nÖJÛ¥½1.ÐÉ"]h¦+-uµƒÊº©¢¯*ï—5|qOÉ=/÷’Üt¹·ä> ªõÒÈñ»ÆÊx, ²áÇHÏHJKÿ(üQ$¸Û÷‹NÙ±T]-KÅA¶§üÿ ,;²Ÿ²,èEirÕVbµZóÙ+ã÷QöN,g† €@Ȃ҈ˡsI€·âÙ7ÛöùÚj-¬‹-º±f¼ßJ¶+Ó ‚¤£Òé<](Ô•f*k­òŽªè©Êª|Hîq¹gåÆËM•{Cî]¹yr‹ˆƒnpäò]c˸ìºzÓ¯í²^–çX…ÏãÒ?Ž lCy[fAÖ)ÈþîäûY”* ú7‘À² K,;²,h´dK̬¸hå@7¸Ê²ÿ¡\¾²v9C@Ò&@”6ZœC¼Ϛɶ¥7Ã¥'ügs+´° è=߉÷ki…ôƒ´C: ”.I¥*/QŪì"×[nÜ#¾(hŒÜËr¯ÉÍ–ûPn\‚,èÚk$—¤Oü¥eYÐt_dkÄ, ²lDz « ²…`ûX +duAÕqU +Y]пˆÿ:XO¡Tô¤Ï‚,JºÖ—ïsC —ï£Ü˜aÎ@t ¥K–ãæŒoų`ªíã¶má=Àwî}Ê/ØyÙ¯¸±%<¶+“-–VI›¤ÝÒéœTUeU¶ë g‚úÉ ‘{¬FQÐL¹÷ä>•ûšÏé×^#9{ר&ïK¥/ª² ·ü1»ØRuA þ<Üç{G§² ö>J­³ú'‘Àâ ¾’=gˆ4Âç–Vt­/ßç†@ÎÞG¹1½œ% €é J¯/GÏjÞ‡‡zz[JM¤æþ³¶}î¶Ï×öáÚ°<'÷+nfHïJóü–LË¥õ¾(è'é”tÙ² ¸ÊïPE[Uv–ëå‹‚R‚¬(È:½*7Kn®/ +ZÂGõŸ])9{ãlô‰âEY]ÐûÒ,éU_dYõ޶}ÄRkÄzûº [–ª ²VÒÿ0t‘¬4È®Õ^¾¿ô¾4èg²|“K9{åÒ$s® €¤Q€,(¸:«xÒéµÏÑö™úN©™T"µñXìA+´ê«,FùN¼¶rg–ôaUËhë´YÚã;êJLeMUÑJUyܹ‡å¹Qrä^‘³¢ 9rŸÈ}Eô³+%goœÒÉꂬñ”Õ}Z£_õŽçCÈæë‚,ö±ð'µ§üoE‚ßó;ËÛz±Ô‹ƒîñÑåÏXù&Çrö>ʱyæt@H£YPq9tö +ð><Œsûÿm-ymÝ•Yd¥AVw‘* +²* [q3Ò·á}Å7õµ²ùÒ×ÒJß)È>Ë´¢ ¨.EUf‚š«¢½*ïVå5ûÈWw +úHn!AÐÏ®”ܼqŽIû}Q™eAßùõ†‹|½™U½éûÙ±±Uý‚þ,üI$ø>²måÛJö§ÿc×­}aÅB?3å›ÜÈÍû(÷æ™3F@ ½dAéõåèÙ(ÀûðpÍê¿ôÆ‚ ë mKo¬õŠÕYdq}ʶ!{Ðþi˜ô´oÛbÌ_“fKûú ëîbûÈo“öIÇ¥ Ö2:_åÍTÑF•Ti«Ãî“*÷„Üh¹}QPjùù|fÿÙ•’›7ŽU‘õÏViÏûTvuYØhý‚¬í%á=ë/T»-–ìïXÙÅiYekÅÚß-I~vAåî7¹y+åî|sæ €¤G€,(=®5kx–©!¥Ê-ì#¶mÕ=ÄÙúšTQÐR+¿èÆ–Û ô}W¬U‹u +šà÷‘·Oès«ö‘·E=›¤¥ÃÒéJž®©¬¥ÊïREUö÷-£•)7Vn²ßGÞ¶û˜ ègWJnÞ8âÉB²CÑäõ³ÅgA+¤„_xøI,hRÕ1Ûl¸¿V­yo_±v—‚l1cAÐÏ.¨Üý&7o¥ÜoÎ@´ ¥–g¡oÂC1©ÔhÉkEAöùz¨|,ö±Ž+V_aŸ¬­Ä–ÛX4t¯t¿ÿž* +š,Yˆôžoçb«Ãì“»µŒÞî×øXQÐù¨.êê*»S]®+ +š(7Ýw +ú€ ègWJnÞ8—‹t>¦ã1ýä³ÄT]]QVôEÕ>b©5b–Y»òQþZµ,ÈjØ,Ÿì#ÙzF»bFÉ7¹-›·RnÏ9g €@ºÈ‚Ò%Ëq³N€7á>¥ö)û+ßáÇ’ûˆ=Õ×Z<ã öŸ¬-ù±üÇ*‚luØßêwèþ—‘à/#öKu^­Ñ2ú[¿ëÓFi—tH:Õ…])V™µŒ¾K•Ýý>òÈ¥Š‚Æù¢ ×øä~íe’›7Ni‰®Æuβ h2 Ú-Y´Ö§‹©,hžíBµKnŠ/H{^zÊ7­²,È®XÛØîZJ¾Ïmܼ•r{Î9{@Ò(@”F\-¼Ïð™Ü,­‘–ør‹¤·ý:/+´xÖ²Hýn$øHð‘à#mÞýÏ#Á¿‰ÿ>üÇH0®jù9¾fc‘´Ì/ê±¢ Ò‰¨Îèb±J[¨üN¿¼mf‚‘{RîùªNA.ÕàÃËÑ{§…*šêJÁϲ [#f5f«ªöK­›-½ásK[œhuA]ÚzF+ckð‰â3] Go¥LŸƇ €@ˆÈ‚Bò½|QÐ0éo"Áö#¶¼ýøÇÒ"ÿiÝZ»ØÁwçé`L'ãºX Š&rÍUÙA•=U9@Ί‚FðþÆó˜Ó÷Ž•Ù±&º×…Xr±#QíólÕYµ%ÿÜ_lï“Ýø +âÑßäô­ÄU€ €é J§.DZïÀ3pòl'wkݜڧû@^²¥³•îXO¢FQµŒ®îôÏ|S Ò]~ã0[ÖÚÝSàwk²Õaÿ9X«+ÌxK² È캕Ù1ðEA­e´t)ªŠ¸*›©¢*îVeß)(2cH9}ït•kŸÌ‚* UjbLg¬®,š¬.ÛÕf_dëmbfÌ£Ètœ¾›2}r €á +÷ü1úôðö;=®u?je']m¯+Íu©P§ó“®­Ð"UdÝWJùNAVÛc>/ø.@¶AØ`Éšuñµ@¶}XK_d5BÖ>è~)µ:l¬4Ù÷ïµÕ:ó|}‘Ðòü¦Sí#/•ÆTÖT¥mTÑQ=äúóAþÆSÉ“t±Ê1[#fûˆ5ÑE[]Ó±¨,TÜCþs㫆Gkà†ª•†@@Û ºmBm¼ýάí«Šî*ï «­TV¨ËÑd¡ÎOQmj]TVbaËmæK¶ÖæMß)ÈŠ|ž“þ¯Hð‘ ŸÔÍw²Š TQPG)U”j=JzÑÿ”ý¬áSßÈÅŽY]tJºlŠTvGrû0×…¨Ö«ƒ§Vþ[à†ºu3~@nA€,è°xj¶ ðÞ;³føUÞ§Š^*﬊֪l’¬Ï±*‹ùÚÓ¦èÿÞGþãÛ‡ÙŽ`¶M¼m?PºGêäw kîG·“î–îõIÑ_E‚§|[!ÛqÌö›å7uZà7¦·DVq”Ü>L:gAP¾J›ª¢%)Ð/]Ü;¿¤Ã¿!p‹ÜP·ÆÓ@@à–È‚n™ŒÈRÞ{gÐÄ>›lË\ù€*ûÊY–¶rMu5®3qio,Yd¥;+}QóÌñ‹¼l©—­ûw‘à_E‚$+ +²ÍÂlË0 ‚ª‹‚zHýëHð¨ß¿{œ4Ešáð‰/ +²cnT²‘-ê9Õù˜®’ÝäÒàÞ¹ ÿŒÀ­pCÝŠÏE@: +ÕŽË.Þ{gÐ|Ž–³Ú–³½ººûN¼w$W‡/ÔñxrW/ÛžÛšù¬ö x?÷ Ÿ­í³5¶Õ^Vôo#Á¿ˆ÷I¶SXg_”êdEA þ©o"dÛ‡¥Š‚¬¹½-ÍõM‡–Jk¥m¾(èPT' Hn~]pïÜ܈g 𫸡~5OD@Û º->~8+xï)Ó8Yî¹§å†Ë ’ë%×I•­UÞL—›èl\Çl˜ÏjÖùmßmówëöl=Ÿ­°ÇÊ{¬ÈgdU§ ?Ö)¨½/ +ú½HðG‘àE‚T§ ‡¥À÷_Uôžï8d›‘­òEAVt”) ?"&n¨0ÍcE@ ädA!Ÿ@†»¼÷¾]ÁúúùWä&È='÷˜Ü¹{ål÷öªh¡²&ºP “1ò«·l —…6‹¥¾ÉÏ,_Ûcmž—ž¬(èÿŒ þ0ün$øíHð÷"Y4d‚î—¬(èIÿd+ +zÝGIÖnèKÉŠ‚lû°ú:›\8÷N.Ì2çØÜS ©Ík!€ ãdA9~äøéóÆ;#.€Ùr¯ÉM’Sµ:l`²(¨²Krë®Ò;t¥@gmcn%÷‘·\V´Ü÷ö±NAVÒ3Ó—÷Œ•ž‘†Kƒ¥??ü~$°ÕaÍ¥Ö’mÖCê/=(=æ‹‚&JÓýÖcø¢ ¯HnñRàÞ¹E0žŽÀM¸§nÄ?#€ €@½ +Õ+' ïº3eªÞ“›)7En¬Ü3rÊYËè~*全ŽÉ}ä¯4ÕŘÎH‡¥ÝÒ&ß)èÛª¢ kõc‚lµ×HòXÔc­³ð§•Tâ»F[QP©·‰FTµŒ¶¢ ×üîc™âªqpû„jºl¸§B0I @ì Ê®ùäl~•ïºS<éC¹·å^•{IÎZF?©Êaª¬ò>*몫ít¹….Ù1é„’‚¶WÙ’®šûÈÛê°§üâ/+ +ê#u•(ÈþX"d[‰YQÐi¨ô¸/ +²"¢©Õu~¹}ê*ÇÏ!pcî©»ð( €¤S€,(º;x×)³ò©Ü_4Un¼ÜHU>¦ŠUÑ_¥÷èjg]i«ËÍ’‚Nå%;ýè;'Y“çêÕa¯H¤g}QЪ}äSEAÍ|]P_ÔWºO²®ÑOÝÞôsûÜž?ÀµÜS׊ð= €4ˆYPƒ0ó"™"À»îL™‰rV4KnºÜD¹ç“EAVt¿ÊïUÙݺÚ^[é\3*Ðáª}ä×H¶:l¡ô‘_ÞeÛÁ[ÛŸÑ~_0«ù±´§—ßG¾­¯*–ZJª:eʉ‡yÜ>až=Æž‰ÜS™8+Œ @Ü Êyæ,“¼ëΔëà+¹yrïȽ!gûÈKY§ Ê!ªè§ÒžºÒY—Úèb3)Ô‘íÉ—íó¾^Zá[Fâ7ÿzCš,Ùj/km]€¬(ÈŠl³0[fý¢›ú8ÈŠ‚2å”Ã?nŸðÏ!gYÜS™5Œ@ ʱ ÏÝÓå]w¦Ìý¹Ïä>ð‚REA£ä¹‡å¨²§Ê;©Ô‚ :_¤3~û°=Ò¿á{uËèY~yëÿ<¦ªSÐ ßÚzD[Q­Ë”“Í–qpûdËLr$Àm•A“ÁP@È=² Ü›sÎFXä‹‚Þ­* +Jm6\n°\¹.rmåš©"®ËQ–J;¥¤•Ò×¾SÐûÒ[~û°}#èá¾(ÈZC[QP£žXÖ¾8ŸX³vj9±Æà¶j<{^@’dA\ Ðp _4Wî-¹i¾SP¢ ×S®£\+•–èB‘NèhT{¥Í¾(h‰´ÈofEAÓ¥—|d½ !Jçüñ‰5º;G¸­rtâ9m@2I€,(“fƒ± ŸÈYQÐë¾SùNAî¹¾ª¼[¥u¥µ.ë|¾NDõ“/ +ÚPU4_š#Í`Gø†ºLøÄÚPÒ¼N p[åÐdsª €d°YPOCC KfÊÙ>òäžó‚úY§ Ò¦ºœ¯Ó1ñEA[«:e©E枟X3wnYh¸­B;u @0 XÎóËÿÙÉØÂtJŒ²FÀ¶{Z.Õ)¨·ïÔF•ÍT×–}5ö,󉵱g€×ÏBn«,œTN @†øå„'õ¯¿rDdA¿Ч!€9"À'Ö™hN³!¸­R›×B@› +Ý”ˆ' €¹#À'ÖÜ™kδÁ¸­ŒšB@_)@ô+¡x õ|bÍú)æ@@0² .@ â2@@@ GÈ‚rd¢9M@à‚~';ÿ©›\¹>rå†È{JÙy¦œ € €ÀudAבð [A¹3ßWKTÑBwª¢£*»Êõ”ë+wŸÜCrÉ$Êk3E@œ Êééçä@ ç‚rá8Z¨ÓMt¡H—‹eqPi •µUeG¹»åzÉõ—{Pn˜Ü“dA¹p9pŽ € PÏ–«\óß _ æsnø„†|ÐÓ/Çk!€dŽAPæÌE:F²#ªÝ1íë`¡Ž6щ¦:ÝLgKt±…®¶QE{UvV…•õ“TU”ŽqpL@@ KjÆ;5¿¾ætkþSêëkžÐðßÚ0þEyE@F jô)HßÖH?Dµ)¦­qí*Ðþ(ÔÁ"-ÖÉm©KmUÖNeUaƒz«r€Ï‚Ò7 ŽŒ €d—@u¼Só´®°¶GjþT£|MÔ(ì¼( иA럾WÿZZ"-jULkãÚ”¯í1íŒëÇ&Ú×T›éh‰NµÔùÖºÚZ¥–Ý­Š{ü2±ô‰##€ €Ù%Jx®?§k¿æ[{~êûûúŸmàG2a |ʼ ãAYy|(}"-¾ˆê똖åiužÖÇ´!®-…ÚY¤=ÅÚßL‡ïЉ:ßRïTé]*ï,×6AYyEpR € ëžÔËÔ|¼æ×5QÛã5ŸÓ0_ÛHæ…x@L Ê„Y¨ß1¼.½)½#½/}ÕgQ-ŠêÛ¨–ç%«ƒÖYuP¡¶iWSí-Ö¡’ä2±3¶L¬µÊÛÊuð»‰Õï€8 € c5Cžš_×d¨íñšÏi°¯É‚ŒšB]€ ¨Ñ§ 0^š M”¦H¯¦â h2 úTZ(}Õ7ùZך¸Ö$ã EÉeb‡Šu¼™Î—èJs•µV…Õñ € €@]®Ix®ù¶ú¨µ=^ý„þ‚,¨Áy9@ ±‚K>¯û”ôŒ4J'½$M“ÞfIïIs¥ó´ O‰¨–äieªq-k¢½E:ÔT'›êœí&ÖJWî"JÇäpL@È~T¶sMÂsÍ·Õ +µ=^ý„†ÿ†Ôð/Ê+"€4°APƒ§ïå”–†KOø8h´dB/KÓ}ô¶4Dz i¾/ ZÕw©ebqm/ÔÞB.ÔqÛ\¾¹.Ø1þC@¸ET°s}–R[àSÛã·ø²õüôëÇ_Ï/Àá@[€ ¨±g ~^¿·t¯4@zÀÇAä@)½ ½(Mö+ÅfJ³}uÐ'ÑdéÅQ­ÌÓßAzG\ûâ:T˜ÜYÞ² úGA@rC éÔ¡ÔøÔöx£›Õv">0€ P/AõÂØ¸é u’ºJ÷ø8¨¿t¿4TzLzÚ¯ëWн’jÕ{QÍ‹jaT Ûb>šÜPlcL;bÚÓþ&:^LÔ¸óÉ«#€ €@˜RyÎ/„'µ>µ=ž 'ÿ §“ Ãc  €·#@t;z™ð³Í¤;¥»¤.ÒÝR7©§ÔW$ ñq•=+=ïWŠMò+ÅlO1[&öQj™˜´LZÕ¦¨¶æiW>)P&Ì*c@@Ðüš<çúç\ÿH¦0YP¦ÍãAêK€ ¨¾$ë8í¥ÎUùUõªúc‹Å~;ün$øÃHð¨ô¤ƒl¥˜í)f¥AÖDÚºYikô•Ï‚VEµ.ªÍ1‚ ÆšI^@Â'ð+óœkž–ú6ó“–Ìaø®FŒd€APLB݇`‹Â¬ +¨‡d±õ²B Ôßþü~$øHðwüßöõù8ÈVŠ¥JƒRM¤ß’>PrsùEÒ7ÒŠ¨ÖG ‚ê>ü$ €äš@u¤sÃ/jj\ÿ„šÿš±_“eìÔ00@ ÎAu¦Ë„´ú‹€,ÿ±6ÑýßöÅŸE‚?ñÉ5 ²oûI¿åã ¿ Fø=Ŭ‰ôÉ–‰½*YduAó¤J¶ Z-‚ L˜XÆ€ €á¸>Þ©ùÈ5çð ÿtÍ33ê[² Œšƒ!¨l'×E®·Ü ¹¡rOÊ‘{Yîu¹ÙrÉ-’û®>…ô*²a[GhkdQým›…Ù·öçŸG‚¿ˆöÅ`ÿÇþÉ¢T¥Yi5‘¶•b–YiË‚¦I¶›Ø»¾eÐg¤@á½9 € 6² ´Ñr`ÈfS1ëR]-QyK¹TÔGöaÞ —{ÚgA“ä^•›%÷±Ü—rËäÖ§=" +ée÷¸ß̶‰¨êσÒ_E‚¿ŒKöuêõ‹¶DÈJƒ, ²?Ö5èïú'Ø?ãë‚^”¦J3üÎòÖ>:¤ @@ ­dAiååà MßK›¥]QÈÓ±˜Îè|±.¶Pi•wRe¹~rCäFÈ=#7Vn²Ü ¹÷å>—ûFn•Üf¹=|<Ϧ‹¢~Îe´oþl=lS°áÒ#’-ûú‘à¯#¥CVöcØßY”ª ²8ÈzGÛ2±ûüãVd?n-ƒ, ²öѶLÌÖˆÕÏà8 + € €@Ö eÝ”rB PÏó¥/¥o£ú.ªbÚ–¯½q)ÔÉbm®‹mt¹£®vSeO¹þrÊ=&÷¬Üx¹WäÞ–ûPnÜb¹ïå¶óñ¼žg'쇛$½$MðË»,zJ² +Ÿ'¤ÿ þ“od¡ý±€È² +JÕÙ1kdYµ²e¶šÌž`»‰ÙÆK“IÂ~Y0~@@ ÍdAiæð J[eóšß˜ûݨ>ŠjAžÇô]L?ĵ½P{ u¸H'›éLKkŸÌ‚Ê»ÊY4@•«2-g ĬYÐ;¾YÐB¿@ì‚ P^ é´]cVÀ3]šâëy¬óó(_Þó?#Áù\Èþ¶š‹z¬@Ȳ ëd…@ÿ üA$è#ÙFóýjdAÏúã¤oÀ@@ ;È‚²c9 ¨/T^+Õ˜f x£šÕ¼<}Ó·q­Œk}\;âÚgYP±N4×™Ö:ßNW;ª¬»Ê¨ÜˆY³ [ 6NnŠ_ ö®Ü'r ¿@lYP}ÍR6çÉþÌò½}lU—óLô‹¼ò#ÁÿŠV ”ªJõ²8È–‰YË Ë‚lC±?ŽÖ,È‚ ÛtÞ² {ÐþÕꂲÁ…s@@H¿YPúy@ͦ+/ز¨¦EõfžæÄ4/_ òµ8_kâÚ×®Bí+Ò¡m¥3wê²ÕuWiU ð įZ 6Uî-¹¹r_ø¢ 5|NÁeÐ0C´U‡ŸHŸJJsüþïÖêÙâ Ë‚Š"AA$xÎo +fÙŽý±õbÖDÈ–‰YÚcý‚lC±?Ö,¨—ÔÍgA÷ú,ÈžÐ0ƒçU@@²@€,( &‘S@: ´—ºøÕրŊ.¬ú"¹ST/Z”§±dôiL_Ç´"¦õ1m‰kg‘ö5Óá:ÕZ, ê¨Ònª°ÝäÊ=$gYÐsr/ÊM÷ Ä>õEA+ùœ^ç)ʶüFJH_I ¤yÒ\¿ù»eAV‡f¥A%‘Àâ Ë‚ì:´?ÖÚªƒRYÐ_F‚ ¬q´AÖ&¨»ÔÉÿmßf›çƒ € f² 4sxÈDæR[©”Ê‚l­5àMeAOGõ|T£z5OoÇôaÌ7 ÊÓª¼ä±ÍM´«XûïÐÑ–:y§ÎtÔ…®ºr® ÐÕ!ª¦Ê§Uù‚ÜËr3}Qu^ÂGõL¼~L+•l?¾"ªåÒbi‘ô¹ô±Ï‚Þ’ÞðqPóHP ¬tª4(ým$ø÷‘À®ÏÔnò}|ÔQ²?= ‚~"yE@@ üdAáŸCÎnAÀJ):ûZ +Jýéê«,RkĬOïȨÆF5%ª©fAQ-Šj©m"–¯õ…ÚZ¤ÝÍ´¿¥Ý©íu¶“ÎöÔž*¨²¡*Â/³¢ ×|QÐÇr_ÝÂìdñS·Dµ>?¹Ýzi•´ÔW-ô¥AøÆAoú>Ò-#Aª4(Õ5èD‚ÿ þ&Øê0 ‚¬z-Ý%µ!ÊâË…SC@Ò,@”f`!úm-V¬ÈþX5…ý±¾»¶ÐÆš®Øçk{‚íÓôdUQP²YPTïG5ß/çYÓªýP¤-%ÚÕ\ZêX訳]u¹§®öWÙU>"÷”ÜX¹É¾kô{rŸeÄì7ú vÚösÖuó¥AïûMël¥XëH`¥AM#A<(<á×->ìw +KAv¹Z1[K‚ FŸT€ €„Y€,(Ì³ÇØ@àæÖ}׺Ùúk«b;.¥þ¶=˜,ÿIEC +ÙƒC|{^[ fÍ‚&E“ÊÏö­}F•ˆiY¡ÖiCSí(Ö¾±bmuþ.]º[¥½UÑ_Îv{ÌM›&÷¶ß>ìæ£ãÙ/°¿‰Äu0O{¬ßT6Kk­4È›Yã + ²>ÒÖ5ÈšH¿­ä…÷²4Áo(öŒd…jÖ2Ú.N«[³Ëµ‹…E¤@ÙÉp† € €@ÚÈ‚ÒNÌ €@# ¼h] }ë]+ø±,è_üc}ªã T"dmx­âÂÖàØçîg¥ñÒT¿Í÷{ö!=šÜMþ›¸Vêû"m*ÖÍôSs·­äÛêj{•w–ë)g;ˆY×è@îy¹IroPÔHSžy/{¬X'ã:Z ƒúÑšMåikTbú>ïg¥AÖDÚVŠYü˜êdŠÙ¥;Ò_“C«‚ [̘yçLj@@B)@ÊicÐ P»À,i¦oÃkÅ£ýNLVdQWØB0Û†ÉJ,ìoË,JÅAö­U_Øzœçý¾ÞÓ%;ÈÑäb_ÄõM¡VjCm·¢ ;’EA§[ëR[•·“³,¨—Ü ¹árÏÈ÷Û‡Õ>6þ%wN·ÐÙæ:W¤“Mu¬©6Õþx²4hG¾6Ç´Î:PIK|× /”\Šø¡o"ºt_’Æú,È.]»níZÍ7Î@@ È‚™—@†°ÔûÔV\ñŠOuªë‚¬ãŠÅA©DÈ>\ÿãHðÇ‘à#ÁïE‚ߊ¿ Fø-¼íød_›1ËšåëÓ¸¾Œky\ë +µÅºFë§o¡s–µSYG¹»åúÉ=(g]£ÇÈMå3{ÃLu¦¿ÊŶºÒJ›ëLs²B²jªŸüb±ó“¥A?HßWu úªjC1[&fYE‘–Y,i›ˆY­Z¦Ÿ*ãC@¡YP'!#€Àµ¶Ï—µ^YP£¸Â² [#öœÿ4m¨-걕bVüó¯"Á_D‚?÷YÐD‚ß¿ ì‹Çý“­”Ȉ½Õì<͵Ýä󵤪kô¶bí-Öá;’ Äδӥ»TfAÝ/÷¨ïtí ø>GÊ;©´®´Ñ…6ÉØðt+o®#Ít¸©jw¾vD“]ƒÖI«¥eUŠ¥bLË‚ì +´K÷_¨–£‚œ6 € €@šÈ‚Ò Ìá@ ½›¢Zí[¯XôyU]íÇô²4Î÷ÿyÒ¦¶¨ç¯#Á_F+ªÙ;¨Ÿdqµd±b£ügð©QÍÌÓ{1ÍÏÓ×Ö5º@ßjs¡v5M.;ÜJ'ïÔ¹»t¹‹*zÈ ”JåFz§8\G¯ì¦ŠN*»KW:èb{k§Ó¶åœm zÓ7Ž/åG‚ÿ ª×ˆY]µ ªÎ‚lo&[ f½£ÿ(Xíu™¶ee¯Y”Õ‡Q-ŒjqLßŵ¾‰¶éGëÝBǬýK[•ÞÉgv.Æ < wŸ*û«¢ÊîÑÕîºÔEîÒY[&ÖZ'›ëD±ŽêP\»­Ò,žÜYÞJÚìÒ]D +t#NC@H«YPZy98Ô‹@ys]h­³-uÔ2™(ÐÎ&þuT«¢É½¹¿¨jd›ˆYªS , é÷”·8ÈúYûhëýô@UQí fEA–ÙÓ,;šb‚lû0ÛJ>O_Y§ + +Êצ¸viI²ß˹r%Aõ2ŸYwár%× VJÆAå½UÚC—»êbGo§³véÚžbÅ:R¬ýEÚSÜY~#PÖ]œ € "² MCE 7Ê:è²õ]i¯Ó¾¸â­Øjª]Ú’§µyZÕ7U›ˆÍò[rß , ²^ÐòXÍO Õ, +$ ~Ço"feB¶‚Ìöï¶5eVôŽ”’EAQ}——,:ÚV¨}E:V¬‹MIróêûgý¤Ü¹a¾‘¸U ð¥A=uµ«.wÔ%k0ÕFç[èÔ:jí£ õcŒkéW¨ò@@t +¥S—c#€Àí tW™¯¯¸ÐAgÛè”YßkÀk•1m´,(*Û‰éki¾ôžd ÄZG‚’H0Úo"f¡SÍ‚jvþ‘ÀúE÷ñBV,dy‘í8fyÛvÞv„Ol¹™-:‹êûð«Ã2 „Ñ € € €é J+GE[˜&7En¼œÕÙB›‡“uAåýtå]¼[g;êÔ:ÖR‡J’;ˆí,Ôæ¸ÖÆ~³ƒØçU ĦûÎ?Vÿ=<æ ‚û ÈÖ…Ý#u—úKú¢ «²íìŭ»•±ò\@@@ ÜdAáž?F@Øfɽ%÷šœÕ‘{ú7MW*©Ô/;ßE§;èDj©}%ú±irŸ÷ùZ+-³=¿|“Ÿ9’ÕöLñ;‚Ù¾`Oú¨ÇöKAþXÔCê*õöÑÙÓ&H¯’…ýúaü € € pëdA·nÆO €@= |$7GîM9« zQÎöc²fA#TñÊîÓ•>ºØ]g;éd;i£-µ·Yrض|m”VI¶á×ÉúüÌò©ŽùŒñ+¿¬¥=ÖÈÖ‚õóùA}d¹õ‘¶–Ñõt@@ŸYPøæŒ# ä, zWn†Üd¹qrÏÉ=©Š*¢«t©—Îß­3wéd[m¡CÍ’]£Œi›´NZ!Ùž_ó¥÷%ë=5ªñ¾ÚçQŸöXtŸß2ÌÖ…Ý-uôEA¶ƒ˜­Ë<Î@@¨³YPéøA¨»@BîsŸÍ–{Õ/³ÆÑϪü •Ué`]î§‹=t®jØ‘æ:ØTûòµ+ªQ­ÊÓ7yú•öÑ•nºÔQçÛêLs-ÑþfÚ^¬šê»&Z×ÂX²SМ¨fH“ˆ€²õ‚á¼@@@ mdAi£åÀ P%°Wn›/ +Z!÷ßAl®ÜÛ5Š‚ž’¦ÊT>@¥½t¥«.uÐ…Ö:uGr+ùÝEÚ\¨ï ´,__çi~4¹|Õ¡ù? € € €Ào,ä¹éöT{d €@z~”Û,÷}®ÑVôFUQÐs¾(èaU RÙ½ºÚMW:èRKk¦cE:P¨]ùÚhÛ‡Eµ˜(½óÄÑ@@@ CnšðÜR¼sKOÎP†….°Uî¹Õr‹åTu +zÕw +z^îI¹¡r÷©²·ÊïVY{]m¡+E:×Ñ|ˆR”á³Ëð@@@ ddA!›0†‹@¬SAKå¾›'gEA3å¦Vu +zTnˆ*¨¢§*:ª¬.4'ÿ ã43f@@‡YP8æ‰Q"©¢ üöa¯ÉMò[É[QÐCªèGø“Ì) € € €@8È‚Â1OŒ@@@¨² úPä € € € €@8È‚Â1OŒ@@@¨² úPä € € € €À,{©þïÆÏhØGm0 û‚¼ € € € ÕPõ™pÚdA™0 Œ@@@²Iàúð'õH&œ#YP&Ìc@@@@¬¸>ö¹>jÄ“% jD|^@@@²Iàú(uvµ=Þ(çNÔ(ì¼( € € €d™@mOm7Öé“5–<¯‹ € € €Y#P[àSÛãxâdAˆÏK#€ € € €@ÔøÔöxãž2YPãúóê € € € jÚŸÚoô“% jô)` € € € RÚŸÚÏ„Ó$ Ê„Y`  € € € :ÚŸÚÏ$ ʉ` € € € .ë3ŸëÉÀ3" ÊÀIaH € € € á×Ä>©oC³„b>û @@@rM :ü©þ",dAa™)Ɖ € € €™#P….Z Ý€3gÒ  € € € :² ÐMF@@@ê,@Tg:~@@@YP覌#€ € € €u ª3?ˆ € € €„N€,(tSÆ€@@@@: Õ™ŽD@@@B'@º)cÀ € € € €@È‚êLÇ"€ € € €¡ +Ý”1`@@@@ ÎdAu¦ã@@@@Ð …nÊ0 € € € Pg² :Óñƒ € € € €@èÈ‚B7e @@@¨³YPéøA@@@@ tdA¡›2Œ € € €ÔY€,¨Îtü  € € € :² ÐMF@@@ê,@Tg:~@@@YP覌#€ € € €u ª3?ˆ € € €„N€,(tSÆ€@@@@: Õ™ŽD@@@B'@º)cÀ € € € €@È‚êLÇ"€ € € €¡ +Ý”1`@@@@ ÎdAu¦ã@@@@Ð …nÊ0 € € € Pg² :Óñƒ € € € €@èÈ‚B7e @@j{?_ÛÕÏá @j +Ø/Žšßò5 € €4º@mñÎ57ú8 €@È‚Â8kŒ@@ Œ×$9µ}ÆScÌ €! +Ñd1T@@ ¨-Ò¹æñÚFÎòÚdx@ MüêI,‡E@µÀ5INmßÞþ9ò†üö 9 €À- ð«ç–¸x2 € €@¨j‹t®y¼!Ï‘7ä ©Ík!€˜¿z¸ @@Â.pM’SÛ·™yš¼!ÏÌyaT €@ ð«'‹'—SC@Â+P[žsýãá=ÇÔÈyCödü €@èøÕº)cÀ € €@x®OrnøÈÿߎå:¼ÿ­ Ɇ€ õI«2?f]W„±Eô¹<Ñs òhN!@€Mͧj•L'zôlêI @€¨™½Ýã .UiA¾Ôí6Xœè=[Ëüñ–=zŽ[©$@€,%P./ñR&3kA>CU› 0ðèà8D€xŸÀà«Ny¨¸c©qyŒ÷rR  @€ÀXÀ£gìã( @àågœA|n,VŒçÜž…÷ ”2¸JÀ£ç*Ií @€.|Õ)]~ݪA+Æ +äÚ]¼×zjv +¾x²ßÜ  @€Àòrew{‡®éƒ%Í¥Ó5xOÓ9‘Þ'P.Ÿbt9»ôòQð“À“ý'ì.J€& ”‹“A<éê?lÖ’f*>Þ©¼'@€›Tk§¶WQPÊù*™v{ù¶ò˙Ա/_Ñå @€Obá1>möMõ–4Sï&Þ©¼'@€;T«¬²Kq¨LFœÆn½|ü0H}ûáÕ]š¬,ëŠq°2Ññ±[Ò·:Q‰÷šS @à±Hë%´G{ù¶ò'OöŸ°»(¼X Ö ãàÅ?š%ÍTv¼Sy5N€÷Èk¹qßÚš63ná'G=ÙÂî¢ ð8üXßÝöÆåÛ“¹*Oø*Ií @€yÉ·ëP•åÝG¬IÑÉ] @àœ@<²ÇÁ¹ÆË³—73Çü¥îÿ Ç-û8zsjÇñ=¹gª2» @àœ€…Ó97g @€À@ ÞbÆÁ …÷òÀ}O ÏÖþµåôXµœ•É(.“b pZÀÂé4  °š@¼ŒŒƒÕXŽ×÷ Ôé2夎Ͽe<…¦‹Fh3ùP/' + @€ÀGéÉòQ½bx™@~ÅØÝ¾lÔߎîls³…µÿ˜iSS9.Ûl3ùh/_ž+&@€ ¤‡ËGõŠ  @àùÝaw[ÅC¡¹p—í…˜š"ðD–¦÷¹zB€]üú°»Ým§Wà¡Ð“ùžíÿ µ@à¡yÒŽÎW»)ßfrq/M  @€À9ôˆ9w¢³ @à*¼ÚßÝ^u¹A; +œbûO@§ÿD š—z}(Ëz5kæ³L9ö#™\ßV–íˆ  @€ÀÒSæ?§;—zy¿»íþ“¼‡ÂÛy¶Z¾J Ï–UkU²Úâ^> +V6qªdÞMÛ•¡Œ¾&à‰ó5j"@àX-ï—\nµF<æÝq¶ólµ +Vz8ÁÁÊJÆN€_HOŸ/_Ñå Ð +ÄJx¤ÍZ­ÞU¶WIn¶ƒw“Eò†å<\v/çËLŽ{ù¶rÁ̧缠’! @€À÷ÒcèûuE(ºƒø# ³ÖG\³ýˆK1W +TsuŒ1çc7‚^> + @€À ¬üoxSt‰Àͪ7…Þî¤Q˜µ&Á¦fÙγÕò¶ólµ|¡@žúÚ«|µ›ês&mÛsÌ´>¡ÊW»Á¸ ˜! @€7 X½énËÓò’{wûôaþ³ÿf­Ng;Àqè&y†l;SæË¸¬ìåËšuâVc7“ Òv%#%@€oð@ë5®ûÄâyܧÃ7ï‰YkÞ b;ÏVËSòìš/QÆåE{ù²f8k´ÛJ`· ª·K€ + @€Õ¼U­vÇ×oùÖ0ˆ/ÁñŸº„qÐáŽC^/sx5Òœ¯’i·—o+e @€ëx«Zç^¿o¤ñF0¾½m9ö¶¦<*&@€ØH‹¨Í¼äËÚÕòfæe£þÉpü§f³ž-¬ý«ò4Û¶öi¾máÝ™ìÓÛVc/˪Cv  @€ziÕ;$r <ˆ«¸éȵ»x¯õÔ‡ +ä9¹íü§ù¶ @€ÿðÞúOÀ§ç7…ÝíéK»é§éŽœˆ÷ˆ’ïÈx;ÆOóm 2 @€þ/à½õÿ†[ȯ»Ûƒ­ý§ÌMÿÞî¹xw‰ÜS œîÙçô*K¶½ý4ß¶ C€ @àï­ÿd,ßžñ?¯ríénúµžUkx+»÷hç®û÷ù¶=̘m÷>Í·-È @€¸JÀ{ë¦dûf´™Ù<÷þI7}ê=Â;•Wã× +ÄÌÍæLì +>èé}šÿ袊  @€|*¨ŸžòÜú¼ßÝ>w€{¾ÔM?hraÞ 155U O†å%bz,“⃭gœØj3Q, @€ 0[ -Gg_bvûyE½»Ýµÿ‚›~gm¼w¾;ú–ò„Ùjôòm¥L%0 «åÝ´­Z°K€ @àk÷\ŽÆRy7øÔ›.tÏ›þa¼¯¹•oHžWÛÑõòm¥L%0¦ËGËmuº] @€ +”+ÏÍ8]+å/¼â¸©Í>´É/÷jÜçWýæM%àxPxÇ>ŽþV O¹mzù¶R¦Ø¥Ë»eU³v  @€Tå²W§ôvÓé½Có½Tùƒ­å²ÿ÷ê£Ë­VŒwµ;n¼²@ž–[^¾­”!@€ @à½ÏùÕ`w;I ×«I—[­Y¼«Ýñ×7ÏTƒa–SÙ ì݇zJ½ü»5ŒŽ @€ÀÊå+RÄ?I=ùy^ܼ/¾¹ -O\½Ç´A¯òÝùžR/ÿn £#@€ @à†éõ䆽zM—ð¾æV.>ü£÷{næÌ‚h½÷ò 2 @€?Ho(?ïË;€÷Å7w…¡å/±Ýr>Z×—•ï‹{ï© @€ ð\ôæòÜÎß¿çxïôpW ý¾‘Où4¿{¡§T y7mŸ>.ý'@€ @àeÞS¦ÞP¼Sy5þüA£½Ð§ù¶…÷e²I¹}߈ @€ÀMz¯$©{Öä»÷(íÖ(8-€÷4ï Л]?Íßa,_èCféá|¡.A€ @`Xx·ƒC´52I ùp @€@+'ÏÿçÛd @€ pN ÷‘§Í÷ÞhÎ]÷eg%œ—Èp؈y²7=^•ßí‰ @€(ßbªúöý%Š«J»Y ù  ðø§G°9¨8ºò/¿DØtÈ-à§ù¶ @€|*o"D m&êåãÄŃ䳸€á?] ÿÇÛm5®Ý‚ª~ÙÝ ÕÿÓ|Û‚  @€>ˆ÷¸tVûJÒfrã½üG—~wq"z÷îÅù^ý†Ûd/ób™ÓCËV›§·‡ÚÌæ‰’ @€8!P¾q”qnªÍŒó':ðâS’Þ‹Ggh/8øÇoËrÆ/¿ým´VQSb2 @€.Ø|)¯RÄ¡^> +Y A¡ ð8޼̗q9À^¾¬Y0³ä£åvA"C&@€ @àBòý"Źåœ,¯r$Ó;·lG\ +x™x¢@9E”q9–^¾¬Y0ÞeÉ»e Ò2 @€'ÊWŒçªdµ[Ö´WÌÅm^†· +Tÿúj7FÝËG€ @€~"ß×zÛÜ¥Þ;]/ÿ“¸(SÊY".Ô›zù8Q@€ @€7Ø|ƒk“mæ&ý× Y ÿDcÛc‰‚ôj^Ÿ/6¢ ¢Èù*™v{ù¶R† @€~+°ùW%ónÚþ¶«®N '?Ñ2h‹Ë£9nkVÈTåãP™Œ¸‡ÖËlj @€¸‰@ï .Þ#¸I‡uƒ@+PýŒ7´m²:«mvµLKT ôÄzùêt» @€ ðsÁ\¼¦àçýÔ=Íßp›ìeü¼¶%ŠC´5m&Š @€ @€k6?DTÉj7:ÐËGÁ:ÁAŠª,ï¦í:PFJ€ @€ÜJ ý:Q}¾ˆÞöòQ°Nh›AéДGÅ @€ @€ï”ß(Ê+æ|™Éq/ßV¾>SÒµq5ü² :d— @€ ðòEŠã¢9»ôòQ @€ @€L|—ȇ“ºt«fK„ú•¹¦çÖËZvˆ @€ ðêÛEÙ`Š <ºNÃÏÁxàeM—gõòe˜ @€ p¹@þ(‘¶UËmÞç‹’¨§QæËøÈ¹e˜ @€ p­@þR±ù½¢MFñµ}xhk­OH•¯vSM›y¨€n @€ @€ˆ/DçÛL>ÔËljK­Æn&¤íRPK€ @€üV ü"±ûù"ºÚVÆ¡ƒ0¬‚Š¢:šv«» @€ @€©ùëD¾D÷2ãüÔ®Þ¹ñê#O¯«eY¯Fž @€ 0C úòSí¦+¶™Ü^~F'µI€ @€ p\ ·‰m>±ý˜s$Ó;÷xgT @€ @€ÌˆO@å§ž*YíæÎ”õe÷zù²FL€ @€ pêËOµ›;ÙûàÓËßdhºA€ @€ 0Øü¼Ó&Û̸YG  @€ @€î&°ù…§JæÝ´½[çõ‡ @€ @à¸@õÍ'NŒ?Ä! @€ @€Àz‚ÒXâP +ž84}&@€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ @€ pDàd3L +endstream +endobj +8 0 obj +109042 +endobj +9 0 obj +<< /Length 10 0 R /Type /XObject /Subtype /Image /Width 1539 /Height 29 /ColorSpace +12 0 R /BitsPerComponent 8 /Filter /FlateDecode >> +stream +xíÐà êä…PaÀ€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€ 0`À€N—?ƒ +endstream +endobj +10 0 obj +606 +endobj +11 0 obj +<< /Type /ExtGState /OPM 1 >> +endobj +13 0 obj +<< /Length 14 0 R /N 3 /Alternate /DeviceRGB /Filter /FlateDecode >> +stream +x–wTSهϽ7½Ð" %ôz Ò;HQ‰I€P†„&vDF)VdTÀG‡"cE ƒ‚b× òPÆÁQDEåÝŒk ï­5óÞšýÇYßÙç·×Ùgï}׺Pü‚ÂtX€4¡XîëÁ\ËÄ÷XÀáffGøDÔü½=™™¨HƳöî.€d»Û,¿P&sÖÿ‘"7C$ +EÕ6<~&å”S³Å2ÿÊô•)2†12¡ ¢¬"ãįlö§æ+»É˜—&ä¡Yμ4žŒ»PÞš%ᣌ¡\˜%àg£|e½TIšå÷(ÓÓøœL0™_Ìç&¡l‰2Eî‰ò”Ä9¼r‹ù9hžx¦g䊉Ib¦טiåèÈfúñ³Sùb1+”ÃMáˆxLÏô´ Ž0€¯o–E%Ym™h‘í­ííYÖæhù¿Ùß~Sý=ÈzûUñ&ìÏžAŒžYßlì¬/½ö$Z›³¾•U´m@åá¬Oï ò´Þœó†l^’Äâ ' ‹ììlsŸk.+è7ûŸ‚oÊ¿†9÷™ËîûV;¦?#I3eE妧¦KDÌÌ —Ïdý÷ÿãÀ9iÍÉÃ,œŸÀñ…èUQè” „‰h»…Ø +A1ØvƒjpÔzÐN‚6p\WÀ p €G@ +†ÁK0Þi‚ð¢Aª¤™BÖZyCAP8ÅC‰’@ùÐ&¨*ƒª¡CP=ô#tº]ƒú Ð 4ý}„˜Óa ض€Ù°;GÂËàDxœÀÛáJ¸>·Âáð,…_“@ÈÑFXñDBX$!k‘"¤©Eš¤¹H‘q䇡a˜Æã‡YŒábVaÖbJ0Õ˜c˜VLæ6f3ù‚¥bÕ±¦X'¬?v 6›-ÄV``[°—±Øaì;ÇÀâp~¸\2n5®·׌»€ëà á&ñx¼*Þï‚Ásðb|!¾ +߯¿' Zk‚!– $l$Tçý„Â4Q¨Ot"†yÄ\b)±ŽØA¼I&N“I†$R$)™´TIj"]&=&½!“É:dGrY@^O®$Ÿ _%’?P”(&OJEBÙN9J¹@y@yC¥R ¨nÔXª˜ºZO½D}J}/G“3—ó—ãÉ­“«‘k•ë—{%O”×—w—_.Ÿ'_!Jþ¦ü¸QÁ@ÁS£°V¡Fá´Â=…IEš¢•bˆbšb‰bƒâ5ÅQ%¼’’·O©@é°Ò%¥!BÓ¥yÒ¸´M´:ÚeÚ0G7¤ûÓ“éÅôè½ô e%e[å(ååå³ÊRÂ0`ø3R¥Œ“Œ»Œó4æ¹ÏãÏÛ6¯i^ÿ¼)•ù*n*|•"•f••ªLUoÕÕªmªOÔ0j&jajÙjûÕ.«Ï§ÏwžÏ_4ÿäü‡ê°º‰z¸újõÃê=ꓚ¾U—4Æ5šnšÉšåšç4Ç´hZ µZåZçµ^0•™îÌTf%³‹9¡­®í§-Ñ>¤Ý«=­c¨³Xg£N³Î]’.[7A·\·SwBOK/X/_¯Qï¡>QŸ­Ÿ¤¿G¿[ÊÀÐ Ú`‹A›Á¨¡Š¡¿aža£ác#ª‘«Ñ*£Z£;Æ8c¶qŠñ>ã[&°‰I’IÉMSØÔÞT`ºÏ´Ï kæh&4«5»Ç¢°ÜYY¬FÖ 9Ã<È|£y›ù+ =‹X‹Ý_,í,S-ë,Y)YXm´ê°úÃÚÄšk]c}džjãc³Î¦Ýæµ­©-ßv¿í};š]°Ý»N»Ïöö"û&û1=‡x‡½÷Øtv(»„}Õëèá¸ÎñŒã'{'±ÓI§ßYÎ)ΠΣ ðÔ-rÑqá¸r‘.d.Œ_xp¡ÔUÛ•ãZëúÌM×çvÄmÄÝØ=Ùý¸û+K‘G‹Ç”§“çÏ ^ˆ—¯W‘W¯·’÷bïjï§>:>‰>>¾v¾«}/øaýývúÝó×ðçú×ûO8¬ è +¤FV> 2 uÃÁÁ»‚/Ò_$\ÔBüCv…< 5 ]ús.,4¬&ìy¸Ux~xw-bEDCÄ»HÈÒÈG‹KwFÉGÅEÕGME{E—EK—X,Y³äFŒZŒ ¦={$vr©÷ÒÝK‡ãìâ +ãî.3\–³ìÚrµå©ËÏ®_ÁYq*ßÿ‰©åL®ô_¹wåד»‡û’çÆ+çñ]øeü‘—„²„ÑD—Ä]‰cI®IIãOAµàu²_òä©””£)3©Ñ©Íi„´ø´ÓB%aа+]3='½/Ã4£0CºÊiÕîU¢@Ñ‘L(sYf»˜ŽþLõHŒ$›%ƒY ³j²ÞgGeŸÊQÌæôäšänËÉóÉû~5f5wug¾vþ†üÁ5îk­…Ö®\Û¹Nw]Áºáõ¾ëm mHÙðËFËeßnŠÞÔQ Q°¾`h³ïæÆB¹BQá½-Î[lÅllíÝf³­jÛ—"^ÑõbËâŠâO%Ü’ëßY}WùÝÌö„í½¥ö¥ûwàvwÜÝéºóX™bY^ÙЮà]­åÌò¢ò·»Wì¾Va[q`id´2¨²½J¯jGÕ§ê¤êšæ½ê{·íÚÇÛ׿ßmÓÅ>¼È÷Pk­AmÅaÜá¬ÃÏë¢êº¿g_DíHñ‘ÏG…G¥ÇÂuÕ;Ô×7¨7”6’ƱãqÇoýàõC{«éP3£¹ø8!9ñâÇøïž <ÙyŠ}ªé'ýŸö¶ÐZŠZ¡ÖÜÖ‰¶¤6i{L{ßé€ÓÎ-?›ÿ|ôŒö™š³ÊgKϑΜ›9Ÿw~òBÆ…ñ‹‰‡:Wt>º´äÒ®°®ÞË—¯^ñ¹r©Û½ûüU—«g®9];}}½í†ýÖ»ž–_ì~iéµïm½ép³ý–ã­Ž¾}çú]û/Þöº}åŽÿ‹úî.¾{ÿ^Ü=é}ÞýÑ©^?Ìz8ýhýcìã¢' +O*žª?­ýÕø×f©½ôì ×`ϳˆg†¸C/ÿ•ù¯OÃÏ©Ï+F´FêG­GÏŒùŒÝz±ôÅðËŒ—Óã…¿)þ¶÷•Ñ«Ÿ~wû½gbÉÄðkÑë™?JÞ¨¾9úÖömçdèäÓwi獵ŠÞ«¾?öý¡ûcôÇ‘éìOøO•Ÿ?w| üòx&mfæß÷„óû +endstream +endobj +14 0 obj +2612 +endobj +12 0 obj +[ /ICCBased 13 0 R ] +endobj +3 0 obj +<< /Type /Pages /MediaBox [0 0 612 792] /Count 1 /Kids [ 2 0 R ] >> +endobj +15 0 obj +<< /Type /Catalog /Pages 3 0 R >> +endobj +16 0 obj +(Mac OS X 10.7.4 Quartz PDFContext) +endobj +17 0 obj +(D:20120614050627Z00'00') +endobj +1 0 obj +<< /Producer 16 0 R /CreationDate 17 0 R /ModDate 17 0 R >> +endobj +xref +0 18 +0000000000 65535 f +0000113547 00000 n +0000000242 00000 n +0000113320 00000 n +0000000022 00000 n +0000000223 00000 n +0000000346 00000 n +0000000475 00000 n +0000109685 00000 n +0000109707 00000 n +0000110481 00000 n +0000110501 00000 n +0000113283 00000 n +0000110547 00000 n +0000113262 00000 n +0000113403 00000 n +0000113453 00000 n +0000113505 00000 n +trailer +<< /Size 18 /Root 15 0 R /Info 1 0 R /ID [ <4e77d5a96b07c7a3f06a11c13456bf6a> +<4e77d5a96b07c7a3f06a11c13456bf6a> ] >> +startxref +113622 +%%EOF diff --git a/doc/images/hmm-FG.pdf b/doc/images/hmm-FG.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e522f8cc3c35be472b0e3743063e99cfe78abf28 GIT binary patch literal 6870 zcma)>2Rzm9+sBP$XH|5FLu5P4IS0ue*)l@r;T)TDoMErZ&M2f(R?3L1j1XlcBWWR{ zY$_QcBkMVb>fi6z|9L&n_jT6&xvzU%*L_{z7w@l#v4)m3L?vwtS5)YGGr7Vf$XVIH~VQb zEU0#?t(Z&jdBoS3&JRVED(sG8sKTZ%r@lTeAUW4N!MB#SFLWZaP} z<#iNikTW$-ya9M~vU;x74RXG-1>aUNng@R9{(=;4BwhA$#&CVfBH(o1&yQ49|FOP}${HRK?GE$;zdXa}@y*1q(dc#WCo+wHu zAe(6?)Rfq6{BiL3N}~_V?6roQZO#=%z0VDU-Addg_52d9E+^}7=x9Ra#!*%kPxF#S zvvOV1WjF!QY}LOG`KEGvrCul>aB$kpHPV~JrbJ>Lm9l!DZc9Isi0|r5b?Zy`mdTtc z`~Gr!(O01#xVTKGM~Qa1S=loxyeoX22O9>q1x_>CW0V~f4As3?9(b-l;9IAcQCFJ< zbY|1eZP7Z;^uSrSY9p>a={>#u4xacBE$Hc+5q8RbN*R+*a(X?rH1tfT9YL( z5QabkAqWJ}cF$U!ye8S40Hl=Be$8m(u_W9d``Dj+UCya@<8b$o+m1hXCR7aOgj( zxxtc|$lH5!XCdR*Y0o6-p$d^MU#&Q)feN%<#a0a00KaH*?3|+K^8=S#RYNb#Dc-iQ zRr{Fwm`}}whB}!_CjjIHJIAjrNL|6slv);9EpA&kc2?i@f~T8~nqFDuZoEOb_e=hl znWs;!z1YrL+uhy#a0+HYLqo+_M$H5Elb*L^8pxWX8r3pB)!>1<7hrF1AQIk5_tfxF zz-Q^pYo)_E&D5}0F0;~?&wY42**1oJy_PR#^kwezr_kAnQ%dw_Hl)9F2A#dCkUo0g zl}OI*{(AqZ2T}Fyf~lv)X1Q63Br4&sI6M_*Vm#6My1R2hPmZDhX8Fz3X}#U$UJ^Fv z@j(xN4lzq`Pl(Nlb45{Z+G2$>W@n)mFR0Ji_NdT2?}M?x-ORrP(pUlJMAPby=DwAm zy%RQF5SBJy5tirujt#zZ_Q|}EuU!(TH#t42CXzSaZX?-aYsocrqs0R8!VpMHINoYw zF02z=48@u-ez;vBAClr#A5tGw?^18^VBD-j*48$;16=@p!&)1~XtgSZ%>ya-p#1zL z=TdY{jv*|vZe3OVe)3j_w~>p1O>D=k`2b!IAJX`^)drT^(P!u*&(mHaQU2Mg+W2#o z`Dfqy6Rf9~gOw}*_l_x*o(7$;)r3b{)JmY#E~cH^$cRi=Gc_0r7^H)n{fO`Bj z{P<@+uXXvQ=Oo_+NYn`TNcooZHdKn#z85n+bB)!XR~6~L*j00WX64kjb(s-=zV4IN z%HqYqGeM^+EzDAwnh&RJLG_|^A9TLrg|ZIZeSGI}vFwOaiJ3>o0mt^TRP&SylOUmu zK~PIF#AQBED70)d+O|?Tb?%ku-Hh#rAnDiFLXOLim=JC4zar7r1|G|wns_fRk8D|6 zMcp%VjhPy#ByD!E7b*`uADoL%^P8HSH7JL*nqj*1C3RnO)@J~gk!|yU)3BafXvyr8 zw>J34FK-XYHhB>5iQo}7J#17wyfsu%l*$XhJ8Yk6eWQ(0iqSH|{& zeqbI9WV;?`gI8$ax9mG~^H|}J7e0z6dUJiT5~Q2m+NX57-n@nt0pjWMEEsmt8iZDyo4*XEhr>5CPbCT}I)N?;7v?$4XU^I;8>-}S9Urppu(47x>A zFCYZPuj-*XV-Py#T9(IsM~R&IFH4tCW$-czy=p90JF!4Ft1*0hqqo%}`DRXjtBHvn z%0bE;&3N`W&wJm7q0dqqUDf#?x12m-0n&ux$PrQ>2==t)j>z3_u@0vgmUPqhYb1(PK!YHBK?+dfR(&eL|IIRB0 z8``t3;$;q6osR0=E}n{sr&}i!c-D+_N`rlv+Lrv&tQilFMA!QB-rNKp2PXEIZP9!b zc%FAha?r7-E$q4eQ;7EDtv2^9hiE=a<~65?s>MU87pR#=X-yKAIQ(fpMjpeRxE*!S zKi!629n36&f)rj=F>pj?6SxQ8chzVvkb86fiJLVsaZY%nh zV9ylF@KpL0^JNs{@P%rZF{#IzcpO4=v`LYKqxFpbfD<^g$SicFcT)8n??S>_i%oI1 z!1E6Y4+ChGE=&*W0R_{pTKS@_2N_iHVeaO|N%JqPUC5H#HFe0W+XjP6A6 zW8qM`ZBuqQ2LPp%XvyM%JGs`Pw+N{AgLqJji}t77L(?`MvClKTNj%rx9XFC_?#{j- z;rXz9=ZNKJnMd4^V9wB}In8xep;D1^=k<`UF6&F2sOTPc2oBjY-l|7rkBC1n?KZ=os7+8*GfaU^GV2y5GTnHqTJtKpJmZebC#$yBNhn?Xb*raeQT)!C zXg|V-Vdy-+x8?WPK#yX{zT>>{4`MUok!=f?cV$DFipm|}OX-Hufw#S2mE%kwS!%>B z**bz4XXRP6%a6C*H+-ricd4p@joYUuBvQ`x2w!|mM6?;Fa$%c7{#B|%(F8QY?b-L* z3zb(7y)o)bCQTly5E!~N34A%hP(3kuARytf>c?h;n$ojXx~YP6K;gB)!ZW<(AHpA8 z@_lVLsLlQM_?=^?LxzSyG=!GcK9p;S!ji2G-^!n#zn zk~l=QsELcK%b2DlyGq70?JFv_$~xZ&l#KD9mr!WD$DrqI)*I5V4UIm6T=qMyx$<}; zOYs@R=-YkK*EhFELHL`O&OKZSeCnQ<%zJC-$_PhU)QdNCky(X{^@lUHKRPy1PiL1S z9n#Lc=S%%^Fev)s7**6MnNIB)A#U$O8Yj*kl4`0J_w$Ty?YUGh{3_y?1zK9T#x>n6337*zanQQHemcD9O6MMqBd}OP9^_ zEkx{R1|3Ybl8^H?wrk?l8&zgy;^=S`9=%lmZj z{V>L;x|2D)c7hileod)-+pJ#KA*Va;sZbQ~iE~uV3Kaaq*5LUgEzDb6nw!_IFMml? z*_0EA47PAOTxsCd5;1%vE_ppq>;OJ#!Xm2HjXIrqa_$xP)7N5hHU(mpK#Nb%epD}M zsqSX<3-#|G)Tb2)AQ?FiQ!zkbl$!VLm$$2xzFH4SCG&JPcCJRKr9cu*6I&#FqSSbD z!W7k>a8lF8-%07}jbR_SHJCnhm-T|D4od_(=df~q`ruvD7)P-PJ538o&ARFyIXeQR z&&Dh!K1iyQFaCm{n!37Ea<5PZ0MN;woOKBzuREG`Wc-m3lP=Y;#Mz1*9f()i`3g*A zuVa;iRSs3&(&*}sz<}J*?JN$N4Mek2akYl(qm^BTv5JLDxQ#WnN8^JGM$PGx=m^Q( zUG~f^>4@h>IPk(%?o(LZZ}vik0L{?5?wM-#0~>}`Qd_;=p;(%o67AuRbp|1UO~>{{ z(6i=p@RPOKGZvu4pkq@0E@e~#qqdQLuEW&~Pk2Hf?S1AU=r%K^Oj&a(;EeDgPJGV<8}GqGf_@D0Ol+nbX|><|@7fz-?qA4gU(g7p zox0+_Xa){Xr+&wh?Mwxi8jdjGa(<)}E5|D$KkKQvlx=n?S^MhnjqZeG>#GOu$Fe7^ zvus>>AuO$J8o`|=!Yuj?2j)^x1%7Ow9%v>^`Y1*(qx0X4$dLb@^Lw#1Cs%eEiSsPbehnzaFE2) z*De0V(;Zy8VM(suqfcB%?cGKfu%k%$Vhwx|iCj!O*a(a6=^A@TSgcv7a}xK<|EfzZ zU7_v!&2K^N!@U-}8e?9OEP?Ngh8DH#B11wCWQ3LDDwU+)IbTT_bzpqyN-I~O->;&Q zQxv0}Q^T3$xQl9?dy0}2>SYtOI$FrDDtA<^-0^GDI{7~w@i%oU1-+aj{x3KgT+!zb z7k*5bZjPBHekrAy_)$ssW{ z#*ssm3eYKsp2mJ>X^MU8l*AbMzz!vpC+v6?w=MnU*1P^9$#)p{q`{KvLeT<3Z=gZC zR=!T3up6f=AVIgq9XH~>@_Ie!j%nzzPv)Jasz)T(ikoLYy)RXrvQ>?Z8t+RU8RZ(R{6D57%$&V210cGlPD}Vay>S1jkLxwYww$Ta zD-)w>(iX$j3AMElraC&bP<=wUwGZJf$Fn)ofR}&K2_7C_xx?HgJk=61*0qiUbkqVx z!alG{BOui1c0QjJ8}?(l)Ov=^P|5W9 z>Ip!TZ+lZ(M=gTB6m_U`x*K1TeOpp&W>Cue9KM6VyxM)UZXD3xDX`_x6nBJq^a&Ni z>1T7m3Q3p;W0^ZZAb%Om+OmVLFu zf1)?oq>WE3d{v$)^iWz1(fB;;7=9Jb*h$NH%NxWfUbjFUE7x=g6n4ux~b z><4jvoi*tg2gTTEuUNUYm;QaEr^+UT*vh7{JKHhZ2dTCaWRpo;e2pdQ0f0XCP@EQb zj-y(*R?1g9wEs02P0zS#sp&}DTq-(@E6ZBN71}S7yac!oJd#Z0swmMF$%YjkP|x4} z-lGWze3uqC>UXQVpP8wdchc0F+npI6`7(0wYmndju=oAnVoJ~5NmX2s(*D?TK02xD zpn$Kr(i1C`KkDzW?gi^-T%oeiUtxt%kkl{Ovk#Rh#7hH1aKgLch*`A4h*<=r2A!I0kj5_2_q6pc9r~w zlf(S$ZEO1n@uTp}zmwpfZd3f-59a^ruckMd=~G+){c=J2%-&@C=Y~d+<4=wkfxNZ7 zh@0$VPcy8!w;SbY0FYAb|2UVw_D3PBguOZS+|ZPXDDc(fH$NqjLj?K5LCBvEB-F{z z8OWIp6mvqk;juu73gGg{!Qx%S_p{g-k42N5$j>eQ z|HJ-+h9ST3H09*?%S;_b&T_2Fo)3H8{G`MG8RU=0I5Uw81I`5geE|`0I1CPS2L99# zP#F1!Nx6XDzcercL3a0F8W=)8A3&c?3N2x0l oES8)Tlylgx4N5Hn_wr&d(+ETqp12orgshw_lZc3>krvbc03GOgYybcN literal 0 HcmV?d00001 diff --git a/doc/images/hmm.pdf b/doc/images/hmm.pdf new file mode 100644 index 0000000000000000000000000000000000000000..38c8f06234a24f554418bdc7816a309e83da27a8 GIT binary patch literal 7242 zcma)>2{_c>*TC&0`@Z|y$u?u(vS(k%zBd?*Z5TtQ&|=A62w6+^T|$(7-?BwQku4%5 zB~p23sDAzaz3=n>zmJ)(d+s^+-gC}9_j%@X`AjsmM8RUxq@qe?q%-fJsS;0zZ;kl*Mu)MbOZGw|D zIcVHV$HGZ2{qt+9@1|F+j2@4^PH6q+{P~&j$Az}uYNx>s*+#!|<Sobva+hix&k~daPMLjldh5hw{rWTTIGmVnHFb5k^1|q zAu<8y~-RI$pd#?^w>rwCU)J@K;QM)QTl=FHIGa+$9itIvZQ3xj^IOQ+!!@ zrIbUFH|nO~#$iM6M>MOAiq&H7wUt}x4DKYI@Dlp;P3}QuLrr)z((URf{dhjzan*w_ z+y2apdGS6k8pZFa3le=?pXFoIW;3?mEwYfmoMl7IQ+B}y*FbTtsur>PZOH82@S8>G zwxl3>jAY0MG#&;dV|naC!SJ^`XQFqz*E{!c zqPI);R1lH)b7`MTJ63dpbbAjE`X~K#9!Bbrn>$zQ7fi{N@VVv#>1Ws#38)Hq$8h(> z$8dS0C_);E*$l}%0Fsb8zH}OOgX0Z>6QlLG3t`xdPo^w zPPNf}d}3qOX>QBt_Aa~}CHi%aUc|w~##oXeu=_gd+IY@%X?{7CPpc~P#A1+hKmT1p zJ^``GndPtRevEA5=X3o1b14^)2#)bfC?B!obHx4?I?_12YrNMvw0lDg(fbE_@aujF zG^9sk{Y6|LRyhvmBFY34&vF8wkMgm;p$z$T2y#h1)Wg1wJR#_9@Vj?pA4WK5J715F zCDz#a7KY1N7O-gWtgVazM9h76h-11^6mK?Y`AjN)X1%sYnnw!rb^W=mG5=u;0$T;x zH>M6`!7|u>Y)j&IxttWpgcdYO}SC)%oo05v}oI1p#Sw3r`Fb6I9|pnHTsB zS)xRbMyFr2MSgOwJEk$I$zLFD)QV5LIdD^`bWI8@p*@J3R_(4j`tUQEMx_F|lQE!Q ze$?$a?Y$dZ_LBW0xt zNy8fZFxhj$91_`GfkfeY#*$Xl`AwesgLTfM3SC2XkXTVtf_(0FU)-)5`4ZIpn=_Yh z*!dYSM{YE3*L4c+rl9vOI>N|Hc@4k=;*Z@uf(@evvf(5A^r`f#u)``-{%RhVX!$Nj zM~%TDd)*bU7P2e774ny;-i5z@j2fHQX_zZ8R@_ThwM~{iQb1NUtv|^v%_Ejt+5gmRH_t@PE>^DL2eAoP?Eu##a_2XTS7H z99#Fdt$|tuy89jfPBxj4bW{3*(S6&n_zKsUi zI$2vk?{eVc+pNF)9L_lE#Km|%mqtb89&rYw%UW@AThtXK#O;ghzUhFd6oc59j}wu-6#zFJveO?@u=w^+(;6n##~(=z>h7jG!jY zm!?C+GpxldTn2S|CU!jx4-%>L)0AU)-!T(a#Pbc^h3QVv8o5k}=q*YZ+_K}VaTk!Z zOAx3{G!tFHGYJD^`())@8&Qi&leXo=qLv{lo}=Y_&IaXrj6ZWVOG zoi3I-Bge7yaHD(K-GvgXn&}ln0u{K#AA+O%sH6za=Oz$Hf)MCJ%TmHV>x#s0EHr}8 zhC!yz;*}**lKY;ucRcpL_+)ME1?wF@*~)M_7HZ9Co|kFqp1rghD%q5SQVv+?%1ISQ ztx@El*LM%HcI$hRRt}s#NcTu`5snsFeK>DOO#6yw>J?s=*?s|tK_YUD7wFC@nik+| zdVWVr{c^ISF-mDS6E%5v#c-ORdMwL8l~<#|;ob|+c+-}G(K}KzK|aC@q~J2v{^1Wf zt-;WK+t7JWFd1czCG~I&=!DB5s+v z2I5Z&AKv(WCvhFs`sovsjZmRmKx?IMM~w&BV~@7DMkB~I8Y&&aVE-n*u!T2-A`xiL zABt(6=t82hkiD`>_i3mpQ&d}3^tnQginM7hOPeHSK?_Qp!n!@LA9F@LnQ$$V{fAW_ zYh&AY5+~XGv{9nSZUT)qt3%|h(O7@Ax5I*L0FpZP4OcaL_fILtvW{Rrt9XuTl$ znA(%Q&3!AGUb02@76Soz=SEY5Mk2`(kMusbJB0#;1{JoJ~@i;2_=+mt#5QGpmAe_YA%z zGKcR`2>I@AuSFY%<;5#mb3JGX~5$-`y_0TQl8<|oiI zB9Tu`f@ntC?Rbf;%m~6hnGsKS1-&GvyhhdraNFo}Km%j8HN}TJNG|)&w=`zTF7h0( zf|D8hg=4b2p~E0T;`nggvJg%sJmNQfgL-f1y*2!DhqdzmOw9<9)lPU^h&*h)9xd_Kz7{b05)ch$2|bXQE~U5Edp0As!0(a(PhIFB^M?t{GnVS z=9Q{1j|x}u0C0E%;(4F@E9$xEC$M+%I&i+rI>Wx`nh^A@{g!sI)%6K zMEECA0=Rt=6lkC*lOf-e4V`zMhyCcVow0atyYDokw(k=Z{ax`&jHF+fuZ*m=%eXn* z(u-r7ZHaMLWqBb=@a@4`V-Z4yy(Vfq&#B|`W%gG0;G=@J0y95>7fBi`{=<{B){kK? zf8b|DR1#!y%;nteQuhW{pJt;I9|mQ~@yiO#Wx`C28a_$ob4g#&F`C${3zl?c)@x@C znyjC3waOZP!e&-PCsdcu&b+nYTsI)&Iu&ZA-B4fZ*|6iOSAu@70@vfooUkx-t|8>I zUa5~{mpM$h-NnEoJM4WSM7y8*;lP?jNM`H~#2?rHDZ9YS&a~~@hWtJaHTI96JXLwc zpdQf2yDFfb#2APFD5-!c4T?N^;(HeF0*{CtdtOcUDoLqCFSGB?oh-M8D2RQ9R*&VGi|1|Pv6NX8a8Q!t+1bMy6 zwXtH_){AwYXI*n#lJlRoJthyJcvfjz?nsq&F1F zENMRzH1w7FV4PC>piMrtU?V4t66&%y)lAislF!j~$A`U)mbh2Ji1|sc+SNWe^DY5( zztr=!zDT<^sM1KXd~pYKvyG(DG;!}Gl=p> zfy+^kjOZWSFIQRWS{?S>>UdZD<6HYLySlleq1tU6>P^m|VopX?Dvx!x&~& zX_J2ZpdN-M=d{zZ7FgM^*u!zda24mJK1PMTi4w+G|`E8D(zEBdR)lvA-pX)X)l^MXt@hB$AI zE6}=4;m#L=KeX)Wls<8)zdgwSIV#FhdZAtrgVz+F@_oa@OgmfwuStYYsKP;MrjYBN zVYXW8)Avq7;mbm0725n~Zc|^uz1k17DFzxpUj~JEg2ixP@YTbGej_bGsFrRD;Tvb0D#X!F~MAKD0rz5sKcOd#;L7 zc^4ll&^3Ecn#Rj6qBBG9YKxCNuBQoMW+qcTLA08VmrB5MhH`f;( zI$NIJzO-u+W1P*zbC2^(GzTJ*iD&MCs3U<&e1np((J;W;@r=fPoXF3NaGrvTzKSc1 zeqQfe*|)Tk(S+xgT3#F%YLsjxBi>mP^pw@evM{M{H+l?(_&-P_(DF%B*C}s*;PK3t zj!~-x5lx%G%NZL(JA7gJg*>KU$bK)3lpYW^EX za&oso$kU#_(7A5T>5`@IxKs1F4D_#dwBDNfvu4`Zu<-;uSc<*2#HDK=!EmJ|!I`+0 zGa1t3j3|^Fx@4dI&W>w@Y1f<+(m}Tnuz^%gkBDhn(sZh_cG!!O=#e2Atp+0DeH0Mcl{M}RXj%cAu> zU5qu$YN=r*7%BFORzr<){)lc--u2CQB6^lp`7(At9$^%jE#0*s55h)zMeADnve^b| zX--?U`rCMP^;{oHJ(U#-%3AVD$h`w^YT)}mF6*T4vb2B+TUC@??9}G|vOGCsCR!*?}pJi zN%kGb6?;v5d9En+WijFCPL^{P&#TB5!}(Sg@h(<|S#Nw+PL3A!C$kJeDB+qG{jitg z^vSXc>J8VMj;grki=)>R)bVS?Uri{~7;lhXSknubI{P;7nPS?_wq>t53nxqtyIxZC zyhQd)zx^QH4ZYB8vrBIo5=rlrRrst-9Oko_Ym;K>xNP$|oO9Tz390;zF))qa@NXK0 z_hi@Hj4|#S2bWvZFdu)st!<(eWE>K0iW_fs=|!}k4Bl0NYOVN-70)Be7j(D`0SBr$yZq^_X3S6U~M_jPq4kiI$k=>sN5Bv}K{KX=%%BSN6I-^eLq=v30 zR)`Ij#7U1jGysN`{GZXmSeT&$FiX(&bwglHu;dg1bBAMCEGA%T80HE)2^E$I8Y5j{ zNVu;%AgJq#@ez(f|L!si^z-wE`CvUiaqAD(`cJ}ula!v8h8183!k|)F35=_lk2EIC z*pCcmGhp8i4u9ZFES&v&BmCQStk0(b{eOMF;ETCO!MY*-%MDSTlfh1N=L*H-028wS z%<@j64moAG<_HU4IQ9kxz!v?#a`V^vu$VaDWK4ayD|R3(NrwD}!GV}Cf&Xw2{O2W* z2Ig)Dv%3L77bqNw0Kj5kkeCD@=z&7{DTrfuHb&@``qNOz&roos?cxCXjl z?u!0r5e4g|IzQ1H3Imy3eATTD$*ym3@5a!VRw@gM#`fpo#NlZfitp^7GEt8g({%bsp z2y@E(+g4g0^w(OXWHZ(9@+im7kp$#tI@{4xw1KWuG5 o5D3hkz~{^6WrZ(k;UCDK!UrwySoMr!Ge<@!QI_mgS)%C-c8;--+#~91~|Yo*)(W zfwej4BTvAOP(AAs zzRjGT+4RRqPDk+r8DW$heR*Evn^;r{ZFzCyHyfYn^-n9r5srOKSoa58N`)Q8joEx3 z+z(qvh7fb(s0C&Gq)vSzk}3ikUCL*h+AEwz%sUQC>zWiPI-sk<2OqHv3S53p-}?TH zmOam^zp3?IpOI7=S)Hl3qHPg~+y3n}f5yx4=F;a~q_tG~!D+Gm&tF5st8W3jYVetof>vPyS5XKB+5WE&6-w#O zCeEUC-wUf1h&xDZiU({b@yD))EKl3E_ZH+5Dd^){Iou<3edo$*M!s3MtP(S+b034> zM1L+a2YwnOLfo~Yo9VS$JN>n)s+~y1kb3O8Q<2%9Ydg#KTOnoWXNQ{! z+)n^tptf^4r*e*WdAx8C`#RD4upD5kjwq}((&(h|%a9|_Mw0s6)B0H$yo0+9wgc|O z57*#eu&dVM;Y7-067l=oDJco*N`fcyf_D_DT*`O}HDYJs2q)k-dKsA8g0mjF$mKOp zB>?_b?E8$!ZSlwBG?SLP1WqkbB#0V`;N9Z^47k|OQ3UODkUmI{7Z51m+W_`@Q%VyX zM4o`(8*705uNm+s-v-ywQBS|nTKbK2NX!nzDQi9h0$;f}wyl^xm741CFqUy>J$M`Q z`Q$y~XLEe)JXi4Z#~Q<}oJPmSpFDwFH4}q7wvI>Lc?3)2|B|H}|I<%H0UK;MzUC6j z#VwELBtiWX>#I+c*%1GyUt?kIbsNE{#F)cngqPQ(b$zHi3z$?p_*m$j>Fj)-NyZtJFRNfD%0xLEzl(!t zUFC|ES$)C?r_Y3cK~(l+UH>^Vh)a|#w5qp*YJMBE_RM$4PiuRaF_<)O0DDwxS zin5Tn1iq^WjfC$5NR_c)U^|_tHPqo*)MACyx_x(Xy~`R?0vI*B_yLsFqA**D7xF7> zA1fJrpXE6^kh>ejg`FauYB_ zbt1@wJzT@dJ$ykx#C44gEoL-~N16Mz#?vycH81FJUlmTSIakH9Uhw)J3c<@K8=U^w zKESF$y1Ipir&<*C;e>GKq_ysBR8B4+(?K5(Doi4*e|(|I%Z-{*MlWnXp{gd2InUlq zzWmGVx65a+JG0Zj3E37GkuD(4!+6VjBw&Kf$vAZ4WAR`B-jRLv9NoEw`xA6-6npmX zrcQw@Hd^n2Ai&25mn9AxWgb-F0qrpej2Ng~u)+BLZ83t4jOd>&HgO&ore$q+#@OVK z?R@s!(f)Q_q<={6ihlrgrAR6_e+G5M94HMb;9x~(l|0y21M_BHVETIdrI}*pbh@F$7*eJod~mo_ zf;}YDao##?IMMR{?nO`k4W<$GwJAYM)F_df>QU%ZUVKsZI=8D zqk|P--&_TSP4Ud{D9sHVqcjRG(!klNgabICAYOoR#J*m{*B6)Po;ys>{7!@7%`!yO zj}Pv|Ox@oC>-%6=l0M+>YaYB6=DgTW_TQ2_Y`nLIe^Tf%<}Iu`74*zB<}rsagx@#y zQEKlDLrChUZl{^5545+YQ4HbN+0k}lXN$whGj7%^8NqOro$^eYo*u>1B;}yDxK)=sEtKHu_pvHyLadjT27wobsrr2r#0+ z@#-7vrJ!YAu!U-wz41YW0X=hZkNcoVCY(L_(y;PdeHQ9MB>ns zlmWh`tqiliz&Wb*j<2you6DNE(K@0JXcCiW*d=s>Y2-ASR74nADS>&<|%aMV#h)L!u~O6m3ubTSjXzYH7`d@hxt7!bl@ z(jHM1PD)#qy=AggD5P988$&TmgJM)IOf#n+yV53ydgDzp;`|F~3z#~paZ7~Z#Pb~M zGgP6(wr}Omp8$%s8VrT;^M_)6d;zX*lSA|fDYu0KeFoGA7SR@pSu>Q=oi1bQ$r<#HS~0|?I@$(e9;R<2O;a5MYVadceSfBG zqKkFsG(o3p=QNpz4P&RCWp3_ta3`GRIZM+rUy3+7Ey*U0-KCSgGB-lzL{M9o5;b6S zjI#Rh7G4JlE?z93Lzp5KBJP_uQi$2DNVm>LXj0Fw1{}BoeY+AZ7t^GdK=FfJX%io9 zwqPl4;9L2>_^ohi|A}8o?RmmSGwg;wnbF?*#K?HgkF5Mw?@!OePqUhGqR4G407^Jh zM5gZht1@Eq5OD!3&{M0E!;iaJI+NlY0|_!Dc?GY2eK}qG;RC3yY|TY{A=ReeJ{n7H zA_^18*GD!(c5syBn1+?@qU-j=+S1UqV!Ao}S^Zd~$u|`SI~A2A8euGA&0e*{DPCsb zRmLpWNhiTz_F10gu!Q*w_22Wdk2a4a(Kj8HCHgTso@nZ|uuQ|r;%v0N-YoK>4(lUm zDMSaB5Y`8V3npOr`H!mLIx+_!$5|j zVl;Q+-^BB(niTt+?IjZzx(kR7ZX$-9z)Z)O$6ui%`Sb?g4< z7ti$AgxSYo<5Q2-AA|DpV7U)a{e*GLF*kj&>0B`9LBp<@?TAjo$Ww^0Z+fu&Ok`a) z!I&8$sCWNqlqD})sa;v1sgf%7?v74Ev-Un)liW|YHfdIy@X2mAZI?RzO)$LOjG6wf z-fA@V{?0U-+}V97c6$)KC%&ogYS&~ zjn4v}Y~DG_4?eijP59+1f^Puw%s%8{91dT1c4h&)Cu_B=N@?dJf$eRR$_ZuD$Jzae z=U3ym(^smU4u_SERYTs;TK1iCzMXRGvXj~kL+Nya#69`sLnPkFlJr+Q!6b^y!+{Sv zPjU+Ue7=W_K>`&*s;C#mjYP#l&70|5rO@25ofFTj#yIlQdS4%Nv--901qGP2g0Uz& z(gLr#FnBEH>rQ9o$fJgfw4@BylLXsD^?fIUXhd3o-dp>rlf4yrl@8QX(hid)PAvxZuv zxM=|Y@Zbdl2C+nsF~aK4*bwF(((+X;BP^?@zsGcjsCkwJlv-8`d;|Cu20FZea-mjn zMXd1>wCu*O&0>s>vUXS0I;@7=Wtl!)_E&eO@+&K1NfM)b67WD|W%&h>iiy3@|FVB8 zJ@-%c%YR_X)0o!+GX-Fch|BX=pkSuT*5<&9a%~UQq`Xmh-02bB=9p zx6AR}c59B%=RtKm14WAxpgcnBaRgMsNOCQibF77@bZV*s*NG;X&l^U1$$V2^AE|bJ zsx?NC#oi)5&s$abk7?eWC-arnHO^Z)ZWe8ORTq0qG2PCSwU76T=|+Y(W1=c@7te?* zndiSHo;^{`d+0hgQBzwPN7qe0F=uR$gNq#tf-2L(kwQ<_PHBPzes_};M?b9GI0#TV zUpLD%fV~*bxcZ5oGnO6gtc8^PeE>M}trc*}*a>fWA%xg@gAS9&hb&)s{|BarN)dbUua%DISTpXjNDT<_mAib ziDf#V%ESPas{K~)$|EZbWs8`aSD108QW$N6nYmbVlF$4UzL1$Smi>*awVF=BTv$@LaQ8wt?fV29TcxSBOZ7IgRr)R|Gy z&V2}oxw6p@J%kW|b`!IB^@S%)IY^s5ujU89>&=FE<21Slf(1ayq=>!5RG#5+?$aF^+GH3tGI&%G6lX~3+`!81b-a|5LFAGNT3&`0LN$C`@gV0X zIMK}~OfTt7x*H4uzS}s8T%qxhxA+sk{9U_Asu!JixE36QatyanN}qMO#Y}X=@UUht zd~Kt~m4L{8!PB6Z`oL**33~<{gc{61^+6^8+bvw zY0kp(QP3biKm-T{!X^Z$lu7L)+9VuT7+sZ#QqhK5PUv=3gHxAppa$Xl!MWi*!!e(Tu2$=n_r}XhG|H%_@^0{0HLRB6s?$?=%mUdcCi|=TP&dWFTi*;XdjE z8bs8KRf}nkPJUD&gYi}&2e^#oxOkZoO@>32!&ISK*)AURgK-8O`hr6Z0t6e13ajYC zC<-cswQ&WKT60iYVvwX(@$OW>Hg|EA{O>VnSP|AsnB?s%ISB)NDE2{6fT)bkc8^Y# zHz>i@2Hqxkk1m<1X_t3+?hLkeMe<=?D z`61;2azR(4GdU<^gTSx>^LPCcKo9_K%!&L=jm0NWX=I(0nL8ByU@*iJ?w}W{+Xpv8 zBx-4BxScNzbrGWM95u2lw_7=vhI(ncGS^MFaPh0_+kszo_gZ)7B)c$t1@J!W?cV`37T2Ep!*~;?K z<`J+xITw899rDX?VxnFipWw%dPyG?W4-E*|I=$furIo}RgOZlbxi;vxPYgPx`k4*e zSi#Bb-)lQ`F#Ib--KPK&6ECms_67P|ah~QSNL7oJ&-cE*R@R=2&bHBBfVoP`@UXV7 z^yXR+bbu-(=6K0a#b#33Lf1E0dpM$da0lW0o`nekW&_;J!?uhi8aI#AZuK=m5@6>jy7bYpHbQ`KLMqsSRP{>D;6oD?F6IiKj1>?G__=QVN7-qDXq9tCmHMpv+2zGk%l>W+|4 zuOvG(*80-@%TjwOv@~)c(E+t<{1EBLdR(RO(g5sCA{cQBq{?~l6z<|>O@tS|YR}m; z=hRYV{*a>7P=N?M;q22MKM+M8AzZ`CZx+M*!^GE_r6Ce7Pm8Yr$2`>tFLc!J%2)Zh zv{4{_dmBCmY5?-`w$4cmD9NPy)}rKs98K?)0=qv%$fF+Xmw&raDH~A%zcLWs_jO3) z6k%&93TLy4%{6pCOpmu&AT*}&=2%Y%Pjvo+JtN}RGi1px-!;Dq4A`52*M%S|@geM` zf_jemz-GqBG}#Zk4OQ~?KERQfe^u6D%A(N7zJ!@*x#pQnWC`**rQs%V-BA@$px_pN zg!^Pt_MjD&`B=Vi{!@?HiP?gP<5(^*el7y>33QMofEC@Qjy@vc8e1U;SGn*7aw&CR zCw?-M%*GFq#YI;~G|kdpwtm3rbD_I=(y;<{_1gr59982OuMAIC+Y0$GG(gwxQi4 zsLI_J39T+FYmuQadA|pLFgJq31QDNN`6LhgkZ2=LPU=E9wO3}M%6FxkGyLl>|HQ0nzNVs|y;OtB)er$9NAv>9~`yCvLwXgF@HFtW( zpb6dhnSuS|CQA``9fr(yfA zb<&qj8g%blQ&RwP0w0J73P?9^l6V0*Vgj<>sCq%j-|H|W?L)>DO_rp5bOmA}HyaOT zbgVXZLj61<{|X8FwFAoz5mfE4z{}d@O5<5KNbYsTCkOP`b9wJKMP=+$m_({|VI}2O zjsU&2)aifNfkG7HL*HIUE_&U34-_XAX|5h;v0o;4O`j$6MX-G;nJg3=28%pE@@PX< z*_Yo)qCc{`W1Ef_3l)yYp`^k5fQ6-#Ql|=(P6J#ZjW=73Db8*oa<2k4$%i zQeV^@p$$rJtzNGXLsIO3*;PxU=X|PW{(Eiz1P5&E8eDN^MA<)@7tJh0AY`vQcG>BV zIZl?LP8NzY2l~@>xVzm~{Oa@>a{ zHIEwy^89LHw9z!eJ5=lQGRlm%!D}-jJO36!BK(8LW_`&${drOCg$rOIYKYLbP~V}0 z=|s2mBA-54yGF@z`7EzlSfg(^VtCq~R(SV@p534TY)1_$qnumF2tX_^hNR)@VVcALK{BgI0peBsp}irSbt%^x$^N z=s$oVE5ZwjvM(DHwu2~Uj>iXwu0N%7`T8Vw6u0hQ0X4e`H?SX#@1 zVOv;E>mI>DDTC5Pd_ocb8L1}De+t$wo={-)k;6$*zUk}CjyRp%R z@2edH2ONWU-5Ka`MjP52XgdcBq}87mK5`3dl7ocg-?f|<7l$ZSy_>Ha&I}W6wV$!y z(iXy_2L;A^uN^=QB~38xqo7cf(FJPTn+e*#)VQwwX~?%%=1YVyr4}%Ff%3lFR+HE- zs4~cV`g$|M#F$%b9{HAuMwpoR5yalepT5~02A^Bjmw_R-WMcklxXZu{Ka7IN2$FVz zA#x!^?UFu{SPo{c6aZeho(t7oi=q|#9s1Ar_*@n=Tg+NPFdQe$O@*b{MU<;Gu`^V`9-gvp zEyO;2E`qE!43w24z~FOV@Nh%}etTt9$~tqI*n5agmI*nq$L|BKSNX|KhpV7Oyc$0{@>m?cdlLSw$|BGoaB`i2wTwz z#D$FWhnA}pQlC&8F8zE%6WD_`Z0xHkW2CUXR+`=FS$Z^lmCeto_y6?&C; z-un^&VADs-W89MPPHN=ok!a$ZxOs}c`%g6K(W=3~0*NLet8Ko@(Ur>(?#D!C`r7?s za6xOD;TNkAmrRp!ey_WNNV(?S?&Tp5Nvx?DFg5V2{?9}p@noO251YB6uVj6*uf@PN zCa9>2>J}u1)#KiUD`?Y%3S8IsR5-bNF14XPP8T3&{rlgw>G*m zmNLkLiFg2N`9~@>uU^SN>`GG1jErXfJDREy)?rS44Ql-D^(ke(peGj+{*t@f%XD^O ziT$qvq|}p;&D75gZ%z7>sH`7l1TANJ5qhto%+c3dSZ#9= zXn2wMoovA?X;bbUS(X+W3XOopgug!3XVjj8J!324jF(uVhZ}R+JjP+bX7H<*IPwqA z8EEZ9>U8zyYeZCQpw5~`9!Kha$X7ksO&ksu|jP}CLc^mX3oOhRf^uE~sXZlIhL!ol5^$e(JLdi~du=|MUy*uBX2Y9SFa`hhRfj3W<#?oC78X z*3J|G;^Ts_x<3>#7s+_>k}%}e(eCrbH}3K!K~Jd-m^SA0F5X@D{O_~Hm2bw0Jw}$O)qOra_Z^iQ=UAT9y0NqN#z~p!-qZ}0K z1cgjH#MjR~b|HbG!$=z5aJnDQ_CfM}a)9fk#L+Ag&sPC<8~!i(M5Uj-u=ryedfJMg zwB0*FYAbr6!bZEDgMPQ=JJ^cjjw+DD-eKQTIre}H>x|!=K6M+$odx1dd8@j~F_`a$ zcLf9!_6|7y**&^7SXk>?=nhgWwE+cU$dfDZW2y$S9-2gj$X4bdB7<&IheJmx_c$AC z>?2Fn%&2k9WU$RLnb_6nW^$q~vZ+*IS4(A7l0(UGf4r^NLFNN|kw38#Yt4q=S;N|* zO>lmLL_1d?JEPjFZ6N6NR*ks#3ihbrj_^iDi^G^NpC#zcohKuf%=8Rye0V1OBb0;W zsD@aoRuiOEQ=3)O(be6qxnu~ZPB2h~#H#+aZn&!5-6nTe*UpD|hR&tkeTWcOBU@wx z|1Hf+$G@pdE6hfW$3EzGyr1ax-s8v+D77Lcd6-YPp-c{Hq}=zBIa8&^0*`1rS{}5^ z9MHuKw5f;p3AOVF{79U_8|s{T`{O;E*>>;K4&hx32G1rBgS9=RUd`8jZZ4yoK>L{) z^|K>YL1`TU?@TIV>}>MZ0WoDCH!;r^^qY6G2PSagCp7IeE*!y-_qTUb7j5h58MChT z=!kejudTFt)6_T76g#)30>3J+K|#X>HVD`%U)yu&wUhR`w25g~z5 zv^8~V;CDPfA+N`8HgRH5GI(wtFEDs?fh^%&Tcd=ZDtix4hlbb)d#voI)3c|Z91;wL zsSA!l!0z3ZN###-rs_j=tB4B8{m)Pc4>V%~*;7}1?`^)Chz?c6WIvMSV_4GI^>2^Q zRrGHg{qRIaL-3#Z$j)+syF9jYNHmmVR4!k6CAtHioPS(5dTA4NvQ)>M3%M&%-2$63@WOFfo~%plKDHyi^DtmOK6Gwcj}yX>3j{)BFL3Y*DOv$}@h zi5|R0dnwQuZKQ+PCU}6HKi=Agg#pTVt(xhhhPzv&dl?IML@lQ9;@nsD~|Q+u{!KxK>v!_6JRN#0HZByItS4Pki$8WEbBo(aPNCM zG=Gv($4hL^*Tz71h7EO&TUY`NqUoy6pG`I4F2B)0TK`%Ct5D6(qKmiNF7VmmDQLZU zf0xrfj{&3gx9QM2G1N43#;xwJo{k->k|Z*z=gNQw64U1v0FBF2_ZN%2u65`rC? zdG(r5)Bd{5SGfuDt(2(B*i6f2@C!)Fa**j`Q)`ra)JY8nP?qL*v~Li zs=javi%cE%3A*9-OXRC6`>B>Ax$D;`2JM$90a@#K7$Fs<;ATam>taQ+2WqzP+Ls}! zEEpiC*<%EbU3L3YBMRF}N)U;5L><{5ze%XQt*Oyjf!?jgtJt}GDW%3u-n6Iq6z%>R zdvM1RiFtT629^|5LT2xIjf@Cz{D8f_75RUMab6*NImQ0WX$;{(tb0BXdvxPeR<2nx zY|3f*H&8hOEkinaLa`5e5WCwDR>CK>bM&E}KIc>zPVUCC`FE7KNTig#^s#CFX(N{i zE>-kF=86IvC~U2lGWRbUxXF@hus5k0>IS+OwnSXnviPCfRYD=kDean(u3Tvzv9r21Dt%}qynj2gucLUjSe_nR3Y)mj`JS^ z{No`&{w0Weau=Kfh85128%2!4Ca^E6JeckFAt%WZ2YG@lJV@%$fboi>`j>{#8U-N8 zLI`7|9(6#{O#-6rZO-sp#wtGIrqk%bVmf<(h*bZiGWnU#haQuITQ-;fYdlKL2x;5v z@^hg^zZ|2~O94{ZJFBGYdk3-YD4r>h*zhG8YiZ9u87{ZSXPGlf1iOVhfBN&2mi_Oy1q_Q`V6}8hZ zDNx6Gcwmy>l`j>S8pJzs#r{$hq_4U21CxgT)6U+&=hDA<1q^CW@xWxh@qJ;AtPZ92 zVfpxBu4Ae7%a4*-%fd;fTaSWsCs+#%7^X8kB-B9HdA`oX%0mcusRX7J=2py@#_EQy z23Z#ykXS2#oB~!qU?aRX;6uxKm}sxK@W``7OhD^6#}u~#BU)DB)6I-}4l@&XS8xzf z2BDThWi%Xo&Nlj>$l6{lMndy%9CgY^^~?Zm_8|%xIpWUVxnDObq;(Th!C+$HE?@x{|RfQZ~YZXo@UH zJ)azkm9Mk>m*6d1nkn;SVC8Pp<%*g_p^yA%&rxRN*AubXXk1LGNDmifByUiRdOidt%uvQww)-2j`u&(a`VSB`w`TcVit}|%mxzSa5c*AY zZQ?RK(C$av3V3{F!!boSUZ+LZXO7xrx_MgQ{?D5bRs|q}d@yAv6f&pagegu#_Yb-7 zE%Y4(3J-d|j-x-KXJK2V5qr}j(P2b!;IUAHx5JVpSO}%;Uth>sQVn$SvT{E6Y^s>r z=w;x=Ty`Zo{{rPP-C7utIIkRG{1pK5h19%($nvdjeB7P@3X|mzYy4uGFJ9V28&)!T zY`pl7cfW(FjObu`dbKUOP-JnALKxc;!|y~iL)_=>XFp^HyJ}XoF4hda#m33 zBV)CNm{GL|q+1V3n{$Oj#svrJT6F4qjasZhmd2t=gI!V?k~#=YH{fQRtjG6I!T&XR z<-}e74#E&D<9}gTLfWg!L;i{7+2rRevD_0c62K7M+6!*Ey%?rZD_Q8nxa^UW2XI_6 z0x5D;Hc5o;ANm}=`JTqR{#R4te}DN(>NHrMwkZIhnDa#7P3kYnoTvC1`SfLnmESJY z!R#(`(?$WMdH?&it{I>l>1w*wT;Jv*NA+6n&XpR&CZf8L&xnc#4^rkR|G5j@fSsw?r=Vj*vKwQ z+2Jc}58Ze!BQ3*&fl`?~AJJ#i>JoF$&A+s>IeT-sDrYZtArD+3?R-rq!;lM^G~sOd zI8W_M;k?~w$@17Ppp>^VH{kb>*pwN$LzqW9E(U0@e{@#1yXpxg(Pwx6pQ6u~w!GYM zQ4M{Th~NJ~15Uj8OXM?}R?Zw1e{*M*ToDrdH?l=9X~}F1V!0zmc*yrQ*`g%E4>BJy z=@5Ik(-~_4EL7EN0;A6ME|y40>>m z4^2!H%>j+p*)E{x{zax!t44*3^L=X!lJuVqJ2(8jXe=$ z0h`AeDVx@)THhFST6@K)@v~a!Cvt@KKZmmr-vwDJ1zn4?qi;SkK{;kK&pRKjM#>N8>Tw)e6#}c4&Vn+^nw6s^JgZ}(i1n?_&NU* zfKfIR7&9RV(YN=>Jz~I|zU!vqlS)z_c!W2I(oZR?oI6Cc{2S+h1!-78MhaxMRK4H% zoj8YlKC>HrlaeefnQbx{Zg4j%lclESn3AfcLbKu9Tr*`g=1{NF^erqzGLuA!kKZ$K znC>%wA2d9tX+v2dvJZ8gC}LA(fi=#$;iVA^j*vi6}!WH4&& zgv-*J^%uZi6Z%g4a9}kIO~zBAh&-s&TD=ch84cEjhnIzb6X|2^&jv zzz}-fZf#q}s_oS+vk$!;2CWb@&lHA>(rLdJqNL}-_#_<3y~qS2W2 zF&pdct?l!1^e_P1+aF|qi^X6&&cihltBC9PKV%2Z0N;Wflxa1oTCC|_x{p9pQb$>} zy#7?gDa$Y%Yj|OgHDC9L3_K8A(u0ebjU8u(s(_*rJu=;; zRu65rR0{V<7Zyv(RZRp6^EPNao^Nrxqm*h?o0Z6;S*FFo_mYo-}4I<7n ztxgz7=mmTXjn5EgOci$J%pNYCo}ubp$v>}~k+I*k4n1RT5!zMdntAsdWf3#nrp9>w zcA^3lQ>zG@;d#eqk`3camK%92#;FLv3Q0zfIkHue`Di=3uBF71GC(%n7;y&!et5-Ap(@P*^^Gf@g}^l6 z7`WO)c5w3~cf(l48SJNO?an6=FE(ZERyW`asIdGdhq-7BtoT zXa;&$%-E{e%i$=$SwPx=qPMYGjd3|}xGujk_4OozF*Zu%ywv%t#9jNEV+fNqiV4?s zAZo}SfmF?$kB>*qHaQPQy%+({v28fdRo8??*>-h`uHtL1oZ8Z_^DivKFadsjdm<$4 z2I`DqNY&e%^;O$u;R<1bCJ{vS*?Px6$$Bswel>nZeJ>(*Pf^cpn!nWI+YaZ{xk-HT zu?=OBA(HWarS@t*Ad#}esYf&>vM!+KaMiPR_KEvB#dHj`W#dy3GOsrwU~9l{xVaWs z2fv$jEn}tk;9yB9R#}wVwQ39!F!_O3v5RkpBktd%LodkFi2*FSo&FxazS`VfVPK48 zY0~5rrlKn0K4O`|ChX4ZI2DR>IYK0g-ImM@>#NHZcDhR|N}{~K!gmv&rDFbrajS|@ z;I$RTWIDyL_rAcy{>Zp~W|9-FMem~Cfz~vd}6qR*zNccU4aAP6Z#}PCn zM3!;h4_xUcoJvl?p&kmS$xquXi=BDCu;c>u$9^FH8lk@+@ui2v?76Z3{?4rHrKm~G=gkvrnA5A~;iabO6YGdg%157M zygyU1k8bvgY+2iqxSh0pTHm&(9iJ*Q)W;l8DwB3V^F=%>=0x=xF^-3oKYlMDG8o~F zeOj!cGD21u8d|pox83A@u;x+T^w`ky`vm;#z(jMko-(ACD>di%nnv<8ZZ=W>B&B>g zHeMz9Yk|*X_((Iq3m9%hq=I^w(N?Y8;4(WNyG2p#syL`Pm8OcEPk0Fg%0}YlD%%`6 zQpNQ0$hJFdodZlW1*>Bh^GY8-VgP+8$J{)$foi4Wbzs#$Fro(;u*KaRn0wlpa{IgQ zqGwF6!9g?lEcS99TXS@Fy1}F;F667iEx|aeJNL}D-laz-nG_a!Xe@T2Zx63YPlX&~ z-qesM77`~}ReWA2;&g6agm+AVcfN9NH2Y^ijLe4~&nS~XR_^>AlYpajxb_cqB*LO3 z4p@}JNh+@pj$`#H8;`X|=Q7<974D zQ6kNO!x3d>%{o*e&)4IG@%iaA;&GSdP{%syIJ0V+F2Ur77`!MVb`|yUwtln!wK5kZ`Yca_y~*C15!^-#Bp2FVA?-tFNl#`(#D%q zko6uG(+Taqynv>Mbb;$*QLK(X$XEDm1VktI3^4K2CIuCPpAjuqEzUuQT5Wen+8#RqzVmjBhSwsc&KQ3K<@PSGKI}=Q5QeJ z+}Y%}&&3X)dChM;(8Vl<6{jo(>O_`zM}LeA^D4$2pmU9;xlL^=pe4>1W^#y@3AN;?t%NwdnQy*TY#`?Q{P;G$%F3#Zf2UMJuT;8cvP?GpiEnjWP53RNS8#t@hXE z4V6z1AA)VF5IajE*`3lm zTynq99+LBIO+|rR%anQiGi^bqsR{bGYy1)&Z}aajiFcmcuY=~U70=3XcxzHC3k|tB znYB{6zHRV`;5P71_g`5w(jDCq$K8#`1SLOPtz3CoI{F_vfgVbK9)3zyLx*BV*Y}wm zHX_(K2$_wz3)S$J95H24ZvHl+_{d`T_5Ijh2)17F+>Q3VB6B|K`6FFY(9J=N_-L|A9%0s84*^ptgtNi|tM%{F!21vrs_n`-A+9>h2AMmc zBn_vBn(zR+}~R35xR$uCXESSF(GH zQKYYSpmFh1)F5WBJ&mnVb;A8L)l?e2nw+<^dy9wjd5=YUcC*Ghv9Ze@Z9oUI4}qQu z2hZ1A^cj!sutL22*WK_KK2I>q9=4xvHX(n^g7tAoid6*X4ryZ*!g6Ew?;YH^mp6gx zp$Zmr*?Hzf?YwzIGQ&U6<1EsdZxX7xpX6W53RbD#TFo0GI^Js<_<$Il*xaAr)#8`} ze?9!dv{=Wt2TUa|Gmmq^ABJP(K%rQb`Jb%WVy>+CDs2xY-zCCoN6ApMbZeUEesu-? zPXc~Q%G3IT&S42AG4t{;j6br;L~M{xOGf;R^ZFh3h6^2d z{QDH^>6qAswddH;{PN{(HXM-!XH)w}!r?v~EJQZe`r6;riuzswhF{bl`3_W%23hL!!uj$t(}eSSqS}&D>Tl(4>Z?O|v!U8P7}W?ixaHhESo=VE zftG$-f#mi)dO_zJbwH*oQ6HgbZJ;-TLb5hHLeXAu6NzJYY5FtpGcysP_G`Bu@nvA5 zQtL(3IZah>D3~^I-8UO<6O+0eyR$JVHmQ-<@4|3UD~D{|9Pe@rx{z(0(CMmO55mPr zikE_r!GC{794Hw&Gyd|NZhEvZYad-qgZ7-@^mm|`Dkcv%A#OuVreL9??I}~3i>t| z8#^gC54$b`i;BGq=w1y{R?xegOzm7q0e>#t0KIJLZ13u1Z0ZcUj^m?~y|JpPi#7}B z!VXfFPo^F&pr8ByS~;@a#%PZQkK_9>j^h2$JHNu~=q()y9ss32`hJeFLvXtDmq-0OJr5sQ}^K!9c zu~j}|f+m1LL=rre?H)3Cv_ipGpCd%Va4Sg~wVg&Xb`?oBexio7a)%f+$YR>+jU`OMlhs^E|Hw-K$$KN8Sh<~qLM+n`!>#MPr%grUJ0{SaEwZAg z{`JS7D$0_cdhJ9;R1Mf|_VIzU$-{5c_~9=06ZJGyx~CK(hG`A0w6q-Ab+TYAYCnE1Yr4HKKD1}C)oz7Vw0iuxCj z*D8|T?8%B+Z*|h+a*4AWOmqY91P#F)o>d|%3nT^8dASlj)wE*6Pkcu+=f0s4!V=AZ zPh*}-Jf9{Bq4rKv^+dx1QGfth7F+?W0!WBt6*Jyb`&?uxYtV<=vKAZh$kQEL#arv& zKq>Ip%k~3ea{&leK?Hw{P49=0%wV%YOwI5#i-2W-8^Ev}7@qSS7k2l^l25^%;cNCF znfli}gGoGH{G6zZ<#j)?^i6G#qJOr2xs-uPt0)SFWxQHK&AAxY^BsJOj`0$HD+iz3$1 z?~K>7Ub#B4bVGMKHu`!r1}S9z^;kz&72_bjSfI&$E!Z+ZL(11#frzO?>D%o-FNt+&pcHLj#I+rGd*z3U9n3d6;I>1U zYr~1>Fw=&&^WYq82s9uEFyfl#&$NySjmNWdoflwE=VyM7{{pQCjlhnd;55q_hv8-j zPqGIFcYvVvDxtlR%>%+0MOq>mo6vh*4AGaaH8j05bLb6+ZvV`;%roC5qkg|X=o7zV dSa$gDC%(zfsTP!r_Tq_e+otmV{pjjk`5UE4=d1t# literal 0 HcmV?d00001 diff --git a/doc/images/sphere2500-result.pdf b/doc/images/sphere2500-result.pdf new file mode 100644 index 0000000000000000000000000000000000000000..9175f4ea1d30eb16aa088d8a1ddf4d76272914a7 GIT binary patch literal 35928 zcmV({K+?Y@P((&8F)lO;CCBWKq6#%2Fd%PYY6?6&FHB`_XLM*FHXtw{QZGhnY;<#=eI^`deIVSQpTTkbtx5m& zfBUO5{PSl?PMCAga{n!Ke^&cz69k`s{-NJLZpiMN|79D$q4>{#wBwm@m1m&U#7p z@qhixAOG}6dw?C!R(_yg{rS63=>K8J*Y$%^n~Brk7inA{hB@x>*B~GF=Q;9lddK~6cQKrg>p98K=PyDw)IP7%JI2H2 z$1u2~Jb(X1emmOuL9D+|??+00fHf17qdpQ>|0=@eG(x{l?|3+(cEkA7oN zwN3dr9qc3Htz0JVKi{|G_=~)D{!E|9{=-pTaL+-w=U=44S%2nC7XF8O2it$hyTF=2 z|3$F9E;f5n!Gw5${j2QzfW2FgiwErJ1z<=2i#+xNcJw0%g@OIt0DG3dsL-yTWBa@% z;-7w|o5CNo3CDR%bJq61m*x3yf9&@70sf!<@sIwoGqR)a50t@ZB?V zK7ZG3M4^4QkfJHuw~idg9O=*BeH&?W1bg$5 zT79Gri~u&EjYCG-=i?ZZs&mSM)}Fu5ZKOMO%B>@<3f)FF@^E`2G|=i9DI#8TWHhJf z*yi-=bNblktkbT~-=A&H;iu5MjI{eh>aBe55Qv>sT(ow3%jljl13vrZ#LjbAxpT)rIHepDUlr=LRSI^ZPCInQn6 za=wO>X(J7^#@>9+C46vm4tVTm@=oui!TU1g+QzSH&^aUEiO>4ZoIVHLuBLPDHL~*#bO10I8wShUxSDz!CV`*g)cI^9_vLc>DKbJHh0OZM zvZwR!k3t)lW3Y|1rTwqZI$xi&>^9|mjzBV=IYaFawZk(~)f1u)ct-4R@&Wb@iheE~ zSsID-;7A)yc6x3jqAh(trfWnWTtnwTD?`o&gWKsw9;L2%MxL+A(2?O%;+_NP3%Z>; z0_|_msQt-(i=wXMpOL=&o%#2@johT@D8w4F`7`nyfcrZ(0`7hO9^0HDSo?lVHmlHD zq5ZIn>udTHcEXE8sL^}`Is|+3k;QM1h`J`f#P6jRlsO_SwVP-yTVscmIHQ|2B8*6EMhNIjerD=`3lmy|SGXUf?F?OF5QN4lQ^H7t1yr%jog zx>L@lwQXe4`jI(C1=Ok-p-=vd0Bg#h&lxhu>DI(Ufkxv9Vho#8PaT1O0BQD-#XFD7 z+-ZNFkpVfizt3&NHPR>>21_TNrmMDfmX)D?oFmU3dT}}JZ5yeS#>V)^H014aD%u4Q zmOg0Iz2w-%2cujHZACe!d7wH1TAxjQm$~mE)M+w8KLq+w=6ooPgWe$ZIxwKGY|xfZ zPD=U6vP@@Jn`L^iU+yEhMgm1Z(NT0xnNl)LL*L09lb^n=vwTZxjWA-+$fK0!#UX={ z_%lL#3jH`opl=^&x5lTG%|$n-_4AKo#dGuTzKsYUFtcFLn&=SvJI@H>ZEEN_0y5wWFGX0 zZ4PV}w39$9vY)2V%Ej|>eV`*e5r?)Seml8A+#W5o^fl$2Bgo>=e#waYmY&-%Xe$>$ zE$DOF%~NRfdu>h;?Q(3mEiYi0<|Oa*r8h9A9x?*H9_Pl_y)YX=TQo=7(%$sei;N%= zA59~18(9%Q&&o$qooHvj{Ojiw2K{St#lm{{ejZM0hug;1b!7R8v{C}?a(-i6Puuo0 z(mzGAU$mhZacP7N#YoqYT*uQMK67r3+H@USsX6j+#hNq!zGWo$Iw{ZVe8#bjERSm( z>OGPBAi;ebS(%@Qg&LzaT377n+~%C3#ZJWl@d7o?9KqQ?>pa?to&&AXvySBwnvSe9 zwGr1L5406;^W-_w;GuxJJ~9?{>ZW%j#u%kYZo@F>ath=FTCfKY>bR|^1;ZT17!T#!$}CWtIYK`k`cdY%1UE{s%~_H~ z`^Ay5_}Vy;d~K2r%Y;+p2qKn#X#{2?EB>MNaA->-J;ynyk!UF&Xia1EIj4)>xwesm z9PhenNL)eVBg=Cz9&P)a>iU`y3n_wA zplm-QkZsy8j%p%O0w9^%!Ue zpOHhO>4B5|itgbEe12LdAE~a}DFd<(;JygwiCA5bdy4yj&Fz+r*;Zb;XG+y;WicY8 z=A3M1%+;3%KBVW`5M3a_3HlCPIySJyy*~HKhg1vb7x~EY2k93j`+zWiG#oT~uEfz$ z!4zx{iI(8?yx`+hU>XoU?@$`-B)FO=j3s4#*BTN(QB(QI(%lbdj25~7@W5jNy3(Cp z!mrF`*#u|{NLm7aIa%a}2p`@_yEURVYAmmgUSWg}S9Vpd%m1ay|(X_IZgQC6HCc% zw4vDzMhQ3>#*~aKo{=h=_l46+^_ZK%l+qk=#_CtFHg+;YbPRoAS{Pv4B26!6&nJUI zwt2xnTtT%X#~*<%Fn&QfJ>I0RIkAMifNi30(uTVVM%*LVA4Wo;@)7vojOV5aqozH@ za<@&6PuKBn)A982e@3e5j!0!_Ura2)La;YB{c04ypt@(AuD}t z=8}%3>A9ua$x{ini`d$do+ceKlbQ6)hGb+Ig}(5=)K9%KnyT3D@EdXf(0MQTy`YnF zX=5_1B_{^)XEI>t3A6Pu6^sUrTZ-^pi9FXO$n0V&?7ztE(8F1h=b7ZUl<}21TSs9;L?89Si?CLbMM-MpJ%Ae|bjwy26 z#PSl!#mUNR@^f_Tws=vl$;tPq4d4yK&bv%L_%C0Ldx@ls0E0!dC9&f=PTt*dV4La9>|4 z3bgc5)1tA7mOjCMIsMGeWKc9N7|N&6k!LDzj5ZhhkC<&FpCLdf0n2GJq(Xtp=*z0C zgRm1XDoqT2tERh59#=-GnI@rxRCoPoi4&YwR=(ac`L#26SMWNVa;t@b{E<*@MFI4& zBm99t_F-Z7KA|<>dc^pWI&N)|#$=hJ>OMlu^-T&(rl-V{m;6C1nm=G>?xCC=xQ-x~ zZ$}Vw>^hm2M$jHnpy%1pv}j@ybgX4np3bzYXbeZWFK%VevwgVVtAHJsnf#( zPQ2Pey^Cn6Mozw*8JW+QP|H)s-c#5v7ZB$2U)Wxr6QyV5*dF4$#hl_qTN0{%Fwo-Q zapvXi056Z%+?*Ntm#e@`_6u9+UwZAgf|cmlFUHu&>8I+AujD0I`(%fwC?C@w3KlhJ zW?UR>bv^Fg#x`dOBD3Ed8Bo&a#;)BlFfYExGXxhy_alUteGIP|Fs|I8nAo4($}M-E*4Aw=v=FRq0)KgE2B=5)66+nhMf*ow40PLcWUXYwVVymEf4 z;A08Bm<3@@^I6DpolW=?_F?|rw-Lzd>K0_#UoS>M@2kHtRPP=jC8MT@vmM-_Z>Cw)~ zlH)~bW?z{R7hveNCj+vdB3|zQ!xJ2FXRWYk!wg{pe_?6dxZ#iLxUEe4Tn{&j2ecM-B(7E2 znXsHgs(nS%CD>LuhnRh272|ylFK&TKL2l^hh;)y%~o-@Vo&IxK!50>zMUhqp{ z!wNY+fnUW(kFjtSOHF&8Kv~+RTDRO54z3zUJta_oQQ>xb#@4?bK6FYoof1z3J_#sAKIlAh5PH6C<|#ATil;i2W>KZ zbaW$=?Z+(97O1%CC-mn+SC)3aU- z<*m~6tXIIu$pYV;n&GT`q5zNCgd=*)RT52z<}_D6yl}a%%sduy9dTu5Nf5ot&MKMFZ*b5?uk#ka zK(alL-b%7P)V46JBc}%BPLrK4D63*eE$n1LrxBD(0v~xYZ7JK~*N-~}^^;;rvjb0z zDAbRH;M)i~;iz|fMC=?NBNCjN=Lc9HdEo@!fdctNZbYQ>*c2<8rkP}zP2)M&Ztwz^ zP4Rpy^U7ajpD!JO1+lMA9YKc$Vn~5@IyDmBZgN6*dO}4i%g0toId1n_%u_p~u53Pe z0*bcL6!GcNXUvFCEIr#(V^4(1)@J9Z%zj4d?Y5-yxr7<(N(O{wrK;%}$Pq_ylgXqu z)_-Vo*6}h+zhlc3|5nPb(s4vS-{CX1dT6R%{0n|{1wLv#8Ds1v;g>M^4h6+d<3>ip z7CIw6rs_f9Kc8r;OYAtM)&P7y;6@)6_%|Iv%)~QKRz~U|?_^@G1g39?-vy^0JvDSN zKx@X^FN|n_f6SWGQ^zMG(*N*0C_P}uvU#Ze3zm3Ght*!6T(k-4&|^Ks(s=-6QSTu_ zlw*sRh2dKYw%)PEoZ5>Ti2Ap3J+m}WKZ)HhWiM{>s=E16=mbKpDQa>yu_GU!z()b) zfq$j;fcHpHc_s=h-KeEr8C$6~C;5^haVI>L#1aix!ULVT;*BD1d=$nL!<FD}Q6?!`H( zB~hOw1KEY(=L(mvzX^rT9NTWJWEpa3!-VBZsIa0KivsqQSGQ9ck`CVUg}8Gvi)jJA znR4`cqavR`fitf0tos3oVvt?g;iJUPj)DySaH#OE{kA2)IS?1YiM`1!J&@IIN#6~!<7gD4voU6506E!YayutERmQ_`zm!D4co znVuPBF-CO;WyuP2wFwk-SD^MEq2M}`g$mJEI&QbFJe?O5$(0;OE)nRY0N?O+oVizN znmHnt(A$6?wJ-Z6KzC;TZ3G!Y)Xbv|YU@@jecU;@dt~$A#g3cTiLbE8b{0D%Sm*u< z#0mc@tT8de>m!J%P&-OihTnslh)+f-0~N=_?siX8k67)XWG=Lm$c9xN=#p5Um{2_U zNxZZ9iMt`*Iy9-^QKIJ#X&)d(8%--BWLT`J-yT+jFK|fqXU7(w6f^pPa;3Zev;$|q zi1FsiGnTwxggqkQ(?ic}4ByZg`-VK3Q9r>aFrQ=vOw?a7GF$zY7W(+*w`T>Q#ZR^`DPF*Yad>3cMV4;{1RU~FV~zQCVF zX69!xd(tn;95TGN9xaiOh4pW)jN9+b$H*Zz$7wr6+>~U5@xsZ<=ibJdL|yiYu#ZjHN%v67HfXex&O8&1fDMEH1*oSg|tT)BF!>4hX%u0X-q z(iNPVj=}NLNZWkIH(y`8j(5^I&)V)+sOi4WN3o z<;_rlx3x8w@V^#6jYQ%P*0zn`{bgeA24G{R&@Auan{Tm_!0g%*9e;7qV4?tmJT6D5 zKQ7T9FZ*9y?lLU_`~8*AqdcGtL@K%@t_MI#`Gj)Aa|KD?nuTVo+2G-y%x)fJe~Yla zZHY8rY&lM)9NxuYl{xMV&neN%%(6>F+AC@}0_URh0g?cdM8d`1|VE6Qs*H~E1S63@!Yg<9x0`=|)51pZ3>B(*99esx^1!{*4z8Hn zf9i&o9yE5p2Dv0qCB8928CahrSvFSJfK$vnQyU`MKO+BF6y5BG5`$L@{<%i#uFCf~xzCFSJlv)_h;mXY4r!e9+XP@K_ z1*H$ft-3P0;TeC&m607Rxi>`VBbOWkA1}FBUFVKx2EP`LcznZW;x9fAFA2_-J=L8 zK^}%$E5@vFvdnjjF*kD-kk;toluK%5$Uh}eR^HY!e6dP2(RC%3yaKuH753`+#2ni; zwb@Mg(8D*cO!Qn*F=v(hncU=)*UDXd^B4&+6AM3&g#hZog+fN3=M(q{@JC+oEvxJa z!z8~zAA+2vC?H#BlE>>_)Ov`3oN|bv7L)tW^4Z9W;K`Xjg31Hx6Ujc%zPGh4F{^Azt+* zBj{VBm++$3AWrkV>6zwxYD(dty_nJG%no%E*l~gPxp2 zao?fEereWKzM|Z)6ZO>?5M4miC!H*oUTTsxJOqPfL2I_KC{?QS<+03la?iJZj&B7cM zIXj~UNABXcqRchw*s5km{q(;wKiT2>Wd1sKes+);*g7YIC@RMIo<)Sy%R3;n^x&sN zOC0jaEiCssJ5+g)x0@>?npp6Yw;I@;j6Ek+BzS*No=JAZx!$9T42tK*{Rb+F)Qad8 z8vZ;%7?;YOJ-o3B5B5{&u@8-1rr252qgwR_Ba!z9FlR^y@FPb>3k!|phlre`&Jj+& z3fko-S3{vY?%ZMI04ohO-$&Jz*NfuI4#hYK5$zI9$)gw1@X+=?f(Aasz!4{0YGI#Q zvT`rJa(o?>UNYjuPqcHT@aJn-?M>)&2z^55iE-`f>6ix|U%nMwOjMH2H0o*;yV(EC zTL!Q)@ok1lj^(4DTZ+p|L-Q2li?NJTmwPng9iojthw$g?L`rci3-u{-3(yn6YxiDQ zFzWR_E4P)fsHnfpk=tE<{&a$$#@o103PYblxBAF^Qzh~oY-H7Br?N!M>ai`j5&bw5 z+UZ_P{B5B52~y(d{fT?WZAyCbzVhKr&dk{hKGfXxp1kVai;3S7?%pML_LdOuFr=FkBR$Iw{*MpHl6limtnMhzYj8JCv zEzofGRYz~W4zAe1iI*z<2LXtjog>s4yb3bw~W}&h_qN!Eb|7Yr9@rYT}e! z)YL_b$LB~&L40zl^Skd5j?Mg=IF;h95U>ad{30lXYMV<3puA3KPyu$=(!c`=8uwPb z| z4?7Nh;d&b~26+g5brZe_lh~cc?7Z!)hPPMd+1_4zjJHZ=QUk08Pdh>xqY5`ho^$8K zJ4+H=z;kuuIryfaLZSg1lNClndb^7Xhx>#f`!a<9IU>l|)9%TMs@T((7OZkFQ3mXI2 zj~AifX*lM^Ba{{KP9GRsQpdvN)@#bTi89&Dak7oH$ao+noK75*PQ#| z)kAwGIuh~LB6563#O)HWtcpLie-+if!^e*kuzxCnFMcC=ZsK1~cRk9jl#>J>f1u2L zYd}kKbXM3{V%&@OK)B{ylgFuG>2ch-$6@6uca+#^?EHr0#I5_F<~>F8E`F=7pRPlZ zTv~|QCITg#g4T^zxI@os@xk_?>+`Ai=RgRqwo{4`xF;^s> z89Gy+PipF|FcMq%yEkMwS8o7mp~u`S3CR2$O0a3{ zu?v%JM0+yV&fMKs_QVnPLBUr09Lc}5ZDcH)Xc;okB-%Pn>|2ykbUHtTYf`n4eV`Wx z^2WXxgO7+ESqR_9Av!Qc;Z6cz_1lvoxJ1)hk!E3oo@@wil zPE~N);WImne5~)eyRMJFXXJTTh}jve40S0e7haQ^`OamqS#@I2hu?^1msHfa?XDsZ zhfHo_cZ6TH=!N;dATlS&Q28AACg8)k4;IO{fMrg;Wh9=nZ*^LZ53PXhqmTnUl|K{v z&T{cxH?Nd0-@&WqbK~ymw3rQH>;v9o9CVwPKPcBVRv_#Xq+ zM#9Ub6D;Jy5`>p7xD1mq&ar{T|XBZeGu0(ie?f(p|#u zUBY|WOJ?B~nrpu`nZNAj)(%k)Gh2*?7V{-_09L)%L3?;Rn@hcEq{mLRxuKI>SRE(S zouKPIY=91e*6F$+ZV%a++}j-FDh@%#Bf;fb^{sBzk>f{R!AIa9BggB<01qAd>_sow z+a*=wQa6Jpx4uV^O=5Lrjv(g>F$*_Ryl#ycGxk%?Po%6j`i7J1fFxsJpP&l^nVAGW zQXt5_C)~L>;US=BZj^7?t05;OUgX&3teX~$jp8}rM@e~`fHXz@WLnEABTNBXSuA=l zP5k7sNm-K^ZRED3N#+B3KY@=rE6Sz`lXtTdbG`1n(H<4DY!Z^N5ZdeZm8IT;dkjB z=JSbpNQdIIDrklU`+gq*LTC1cuc(31m&UJT#04<(QkyK;1*}*o^Qo7bsOrO+tgR^h zYBKVIzdkuNkbj*Wl1R09+q*gC>y?8^8Ac1F8YoB?dQxqj5av4tm%YABFI*d)+DxU@uwMzR_k`1M*`61a(l(|EbAP`r830W=2N5>jQLG)K==g**HZAL zTw_(wO#I@#n5lt1MFi)QKd#w5(&I_;RJ)$)ifx{=bNxqISayi-j{AQhcxFY1XT02| z=F$4_b>_%Nc?5GV!ELA4dWe6Xl*bW|`oeX)Ys-crZdwPFbTwR3F*@yU9D~W<>US{t zi(L)u4t*xql68u*$Mh=@okxBhp;y_(H=TNLRTDRMooBe53ToK75A%aMJ>8DhhB?+h z#-1FfDiyqVAH_bwTa81qeD9S7e`dN&B5!eV3(uJ_<=&FQWo5WbT5S&W*Q#)<%?uVq-iOh1USWr?NBQ0P~XxgMd}7kx&D-T*NM8TTM(S{73Va!2JFqC zJ%P9CS^^RUr-gGa!GPV>aqqabVbT@t#4JuoZ$tQf8?X8UxkJe_aOvk^tnjw-I_E>M zyk)Y+Eq)V_?RoX?p@P~zoTLQm~AwOsd#i}ASo znc&`KewzFF;9l@6^QGioIPrAvEiHUGy^3%@c14_%X4mzdj@P}}r z-(Iqj<_w;Z$uh*SeF#!cPF9P?onZtDQ0E4O+P~$H*)w>=i$BVbZ)=#qw7*QT~S)g6u99RiZ zKi=tPCpisK)F{smk-yZ;>>SxT7otYF3Vt)$`=cWK3hx>jhX{q2`0QX(KMa?OXp#NA zi+iWu)G)7dbdkttOHR>PBlV%FD-P2+niSX6U+$ttJB9sc~KI3c~j%BYWAVhR)40dIoqV?BRXOREdEJH*3z zU~F2vU&BR(D0&;MMSl4TlVmlfy7QP_%**t zBcAGO+>cG0aJ}GVg1G=BL{6MY-Zkit8l#0)@Jx>P9woTI-zah)Y+*UXLdDZW{{{S|);Iceq1^fF$j}jFcRoeB zrD@5qPQ3re=oe(a_M;MaGO=o{@SZAtv;_V-kjL5dSFg6ygpc-uU)=(-R_Z$wlPk8d zx-ijWec@Ey3ue?BS0R0TBizekIht}TLik;D-zX{Mw_mD?MyC* zjM6r+p5~^en){H%Zrv6{uIM>gZ`$0TeF8KolV#iwzXAIDP_Veg#(cJ)DkSDE$-AC@ zXYS#&vt;+@s1d%hR)m7izw;G<@_7IP-%gJ~TDqJfMnVva_gta5=g_DR* zeA{=`#=LIg_uGxyxEngO-Z#ODzZBmJn%6TwbRztcC8Zo*WPIs>6sD)9y-(=AG7H`# z?;WBPnlRRD&)F>(fdZfYJ9Fcie=l_t=Ikey)_HU}ePWLBQ5rMv6}Ur`A~o2=t6cBQK7dO7KtQp@mu$O^yZU$ybng(Pip@{ z4M{d9wxoE#Wx6YNUfL(c6{}>AY$KBTh;L}jPrBQx#MVL+L&JJpg2)C+z&l_+&ahkH zJ4aSSh5bz(&x+1Es_{{175yymEI86HH$;gaLo2k-f!EkX`+ubFjf`Q0!Z@*&?54`} zDV&sUVkz%HA!d=NH5S4A4vUTGA;uH3m8;99-?L@TZHZ(Lzt%eQ;wXS$Y2D2dg7BS9 zTWOaBcXn+fh(zB99!)CK4-Q|knM zI^lnWa?AbV0N+perGv)9`+S9`)Vas<+T2mNf1x zp8SI)9xt4Y}bhE5rxxjhVq6EUmT3J;q^jgn zWzM7cBCLzCtLrORMEHF03Hjv&K6-&Hr!qGDU3Yl}+|ZV+U5y<-jK!f?y~W4^qs5il z=(FR5o>88;Yx3pMP~XRuc{O>I*A)*sGKVOG7d50id2B25ZjaR{)Vi>4i0WcOjZH*ve8UODwAGMyiDIMZi-kX7leK61BJyh1J{|>*Rjsfp=!avL2Nf|SU^IDW=$3^9yogJ&*2TIxI;|tR~mBa+g~w&R36q!R29|w2Z914Ky!5#-x2 zT#_(v1H0Le7)d- z-;2Ct!0Hg=nW}^nuvwN&nqtmP6B`~YMzjStYM?`vdrGif?(LkcNhQ=e&8xlk5lJ^C z8B|nb*Ex*DUl%&@o@U~4t=Brv&0RD53W7ZxK&?t1A_u6CgqIntKAdC}nuC3`pg;XT zPsq!OW2e*YnYB#*5cCE6O5DNyebZpDHMPh+3+@VXkywZ3U~M0<6JkoFWG-%%)v*jN zGvS$KZ>|E8h!EKp82`FiM7Y}E(1bVECmm&gX!B8GGx8(?*Q%RKNu!#HFrdpeC$WHTp!gFgVpw_`>P%>Vs8` zw#gVVo$n*45PwDA$Z1ME7Vr5}dn^iyCaKHg3_TDT zPExh!btyg7DbFd_;I^q1)NWlF`9Q{Gu9x6Hp$_VL3000qaN{c%yxjqLj=vU19f630 zwG6HXy_dvC)ju)S+VptQg2XN--|8~hdgU=_!y%+!GQD%e?1zp?9a>3B!VtOo#Z<7~-CRoo# zBrhv+wMG7sWQI`#gmbr*GSIO&Pe?a}Jpa&6Fz?%fa)>=#>;R$8-*j5{#$dk>VW5_c zpKKJZnSD}ytMPYV=+$E7*zYyVH-3o8FA7ZWPOGmw!8}ZH>7ClTQ$TuBdpjg2jV^%K z%7}e|e^N)2-ZRrni5wKsmC&0R6fZqz@fM=_ubfVVf)2TPB9w4+(t)#*O7rv2@|IHa z=AO9)c=%$J>@5`gL>~-u1&$7}g~D*fWNxOHIz1LA&7nb}G||tYG$~k)=;6Khd^omz zo6sf?5%r;Vfg@E$cARLdF0oZ}au;rQ_fb2XN?MPdF|sqso*O~d=YhzZNH03AQpRJ+ zhMPd?S7X&Ju1tMxr>fpN`lSqurW=AYWIFz%L}=0%-{Nf?dhE-TC*J#zezIN1hmlwt zVCMmtF?Jy^h6eA&N|-{SZAhRLFVc)yhoaU%{CQm)Pq^df-2p~iJpHs;`3cPvTQz3) zNRzM7iarTnLxhj~!uA$!(bfXLa|aHq+ensiT+qDMxu!EaQs4^&X_XwCb+wF=040ol$xf%4iJM(!}uUD1x1 zqu&TN)ETwxr+84T?XKfJ{Ty7n;9X*e@m3CN9V@0u-fL0#w8Jkb4+RhznR^?2H_OLd zT3Owyu?T$8$&tW6Ws6MS(ffuZddgHfKBy%*!V?dz$<^Cx829;J!E>kZ z+>4f%lUpQEx^#y25x5mXSatP{VQ<$lJ)Zn1jFOq%5^RTadt$4G*pgZ_O0dqP?tX?d zR2OWw08v1$zpST?;Q9vI>t5KRlJuPo1)fKwKSHpFjNnB;dWSx8xnOwik=1w*F802& z3-kTS3)|Bbpy(K6Ul(mfo{>xXu7;SHR~lM(A2|;qT3I5~lla7-h|Ntr!7f%37R|B5 z8xY#HvBO6#XYy`W;(`O}#sON2LPgX^V9j9JUf3eSftt9t1-m2_dc;<0QpU;dw@Qg+ zo^zBTEADvFg6~Q%v@iFV6NztLWo5;clmAZl*W8)&wqL+tl@xo9zvesl?6F^FpWCk- z@JyDfeeK&(K^G%Yn5``JN@sr^x#EatNp^m!;#cl-C@GMd?oX~lzIJYrftNCvBk1R6*y45qZz@Fid@2xmU`}Sf7?nf^D_thZZS@J(6E^-dKE1QWKB8-+7WuNu zQqQ6!B>Mo75wj#Xp;_?3$y+s#H%m7eL7dXBElx3Fx#8vm27=S!=B=s05S*m$(6#O` z;p0NgUHqq+U+|^t)oj#Po+K#-hjLgvEy9@0;l_T zoWMs{?vqG;sps`2^V*@r9uL?n;l+DK7)2&np5jMtTZH=L{choaD*j8=In@IQ(Wger z)1mF_EM{z~HD_fWK8gK(%1D*K+I=e%$Ca65mhPov9#FUxhuYjumF<(eNJk`P8MZ3c zHmMQb4$Yj5^MEA8m1+OY(@gP4ubCxtVm@G^pt*^l1MCxYRl%PomR($0e>;x1GQQIB zovmDipFVn;D6-vBoLV&XWO<@D3@nt+Q8K%!$nhSz^Tc_}~E$UXMouP5AcR2t%W579HHi|65*8P0U9(b8Lj=M?YQ z(`$w26yJJh=h=h8)X_T}J+( z1jX07`}KGIFrFz%$n$-CUpZesfxp8?U-#q7xJ9)Do&K0)Rj||-_pdlH)A#UC{53N6 z<74H-20ja&;{MWkust8*s>RAEFPncQQcfsW+%4MU987NJo`&dnBm40tI|@I%2kc-m z=ZtecbQ1mg3|+dn>3Hp9*)`fYnOtOY$x!KmYmj$C_RmI4>8&253g;#{)fK|qCoZg) z+fUlkL`TYXjT$qGv;~MEFWo95>Zcdt;)Ki0^&>vR zTSgDDHhl}pq9iO**I>PC^jG$ByVUyt?tMQYcaB!F0RlKjXTalKj-u6#ZjlDbT^ z&nYng;(-W-5#6KR;{DWZXV-gYNafc%_Z6hXOKB0ZBzkpU8CTo3-`{+}2lK&tCs5F* zREu9l*`eT$x8s5SW;9ozQWfDE-Ut`umF=BLnN=~G0WjTNGsC4EAU6*b>j*> zN%-W#GuLxCe=v8#3sNuac_p-4Px(Q^klc2fNoGkzx|SK9;byiw!E)Qkw#8HAH;F%n zXh~?y2*2XCFER)bN)@wKy6_+;c~lkF%M+Epv{UID~` z$NNLPLG^qxa{fow|KY4lbH>bFuMsvty=gk!2=X~L11mv%kJbH0=i@hhtC@(XbB9|I zqg+qV>=(nYBketcmuD#d8MpVpDf3e2q^BF{U&RL(Zt1`BQGZwL;U6N@N4SK>vDv0JVYV=(;xr-1A3Nm%AeTvRs6IjGIqmTC z=P}K&h28r1Id8lDitumLm=r`84H{o%D+zD=!B8dqd~$RNH2qTMSA;M*_%+!SN8;iu z3Uw2&{<`{;D<%fyRdT zA%8ja1qJDAq_Q13nARgVt(L_bPHh(0CeB{$NXm^&N-ZDRpU&42D^sv$%!@5wQ3EfW zn)9CF#LK}m`!7uuyhBI|liE>fHc<+fv~=w&|2=oBiQR$ePoUtwCt8GrEGgqk$)2iv zjvR#@6ZI}xOB7o~z(?^K?1b?J1E(gMRy5q2Y30RtnhPFlbR=70 z8+aYXJNI`i*`tnf^xq>c5=@}aN4XJAC#{vN>BK(4O|B;5^`e}Fle}^@c}^nR9-9$) zX^4BiH=d}%6Ur^9*gj-!@fsM@|1i|<6IM}KC<^xl6fY=;Gn8Mii6}H3k?Y_|6Wr{A^*YW-(xgZ|!O)M*oTGse1*c?Z z!$0X8a)?maP?4;RmrPKIn5DRt8g$5tWU2jf!E&P1ZGafH&2ofRh;O&En$|aRM|%x4!ep}z>z~~?#lYF1F=01 z1~fi6+NEKEwkN{J$+N-B;jb!n+ZsmL01B%TpGB}by7bEW+e?-bkcXRklCnC)Qow3( zGTMx+#89H_TXcRo{P+kAt@C$v%k1`YHC;7JKSdjYak@C2Ki0VT22hkr72-BAxcpB$nJV`G+amiYQvQQ&Zs%@&l5 zmTs-~v%;IXQ)i{{tF*M$c4aJli7NM24Y2)Z8yOBwYLh4xP}{_lk+zNLAVr;6WUKng z4yEEwZc7`cteXS(zmT|3ph)gH^XC*7t@PUnY%5E>K63hjC)ae?YO>_3@t2WlTh@Zf z!+{3B4q3S<{h{Z6DdU&7KXhy>dk`(&vrxNPETuUtYA9$cj&PkL<$C(ZR6juidHjDv z8=!#;N|+|w5^RvFQRKl(8@WC8;}`RJ!RLWiOV%`QJNvlbl|+-1ESFpLQ*j#0JDG}a z=m8Y z^1opwW7DC1q9xl{V%v6h<=i5D8*M8IvjhQ?$6DCzn)3Lg#kBI=v->#S-aYp$0o7SI zus1!L#uq)P#UXFbo>E|@guQlXsa~mb#mk`dY?oc5m%Bs3Pw}vTPZVfc!RJ1bG1hBk zad%z&FfX&n@4r0yjI<)bDq}nP6cnbu(dptbCrMZXizZEEynHfV_k`t)``}jd<_xCX zVOgtg2#rCs6$yNJ9``0GQh#Rzm7JZtI_8(i8IQuI-@0c!Ts1R~QTyoG)tvWEiTV%$ zPWX>O!HYvEe{uw!u;zy)(j{d~V!_F1dS?T?gT)EuSt$EtyUP{N`Sh0XCwOaMg%^~o z2@`H8KvFJ|l=sdqvBuXnS*oKf&1?(ig*;kQxW6uDr&}3XoH;VQKY^+L7q;UqRZ(vs zO9Cw#n6kx!6IcLuMB5g{id z|6&!m_?#2tUl@u@SFYkLx<_u<;w|h$8f*Q#uW+c3tlOcF+aX@O6xQ07>9dh8(iL-0 zjPtm|^z3*m2mVk(L9owJ)GzCzMWImz?I8jleRZitY*t|UJ&1P7Mkmy17!`)7-xy>? zz=y?_QAS(guYDh%^cu?ZNf+Yw*lsbi4ySB>2$oD=Ku0C;Z`VFOrw^_S@%oTZ;UsbW z$JTY_rYp~pm7`;JI^u*{!Bg4rtipCw^?g+MWlcu)J_pT+uxx_lgm&D@H4m|xlIoqL^rsVw;nnjZr})AWs&{Jw zB?rD$;+qP8GdpNl;+GJRFG}`$yAnuhLH0@Wic*aiQkzs7SUHuAq>8n=p0kMS-Zl@h z+A1@@o{YChKg@lu%SardANEUBF6CLq5S-lMPaiO`J|K`;kvA^D35` z?FvmYql^@il@T-@C3{SPnNx^LVjYz}c}A26_jYApQ1I(6=%*0+S7Bw{A})aOGFV)> zp(_rpLUHB4c?_x~ZUmZitq(=BCBAa96-Lq0fpzX<4US5^O^Fg<4 z$Y}&OM{%N+Ytz21~*68L&C02~M$Xx=NjdS}WNZ+V37HRT&FEW_%of zgDWN4h!K!MK|b}AAZ+0;E3+Y=(KGAN*^UlRh4MKCuR$X6j2?zw&NkiiQQT#+v!xSlXY6&Oy@)mz8S2F?^^;Nq zKWE8GQMR+&?M%Kix+%5DPhZZ{yj*Af#?$WlB~h4dWVmbGVt!?VqQrecS;>25wq8)s z-?luA5uZ)4g7M{omOK?puUI^RuXoxU<|=#~ethVN z7oPaZC0nHCzEl0ftn#9Ni%%`GX8;j%9SM9!=RSfeJNj7SnW6QMcH2*8^#o9&d;~Vb z(ux={3a+sJY3TOrX~*qB%lsZ zV!Tez&fcXH`O8#qIq)jbaBi3S5Gmpkvc$`{Id;8QDKOKrCmg)A{iJ`?S;KvMqw=Xr z0M#E>f;a*@V;*p<1k-9R*~uv()K@68<3v7yR~3IWn)f=u6D8`dQTRiP z?1FJDaa5LTNwG|`1TXlv=k$`FQmf;w+fyj?<1~3FP>^k0YN5tlm3`7(PuCVH2Fd)& z8Bpyo_m6rfN9dlQD=)5$oVMx5BxBUwgJD%r;Gdk_kWk*?^Q8>Ld_MW(E)5?Nbq(;$ zIkrTOR*8$`0OrUt477U5KA>T>`26;vPV#@}9U+^X^;W;&Urms!+X>wiMaeNVul*lZ z`;Q#<@aE}mC?A>ePIqYKSl1%&BY=&$TiSS_&7X>}5!~WBN_Mqb;n!L;fzX6t$e1N7 zuhh$ouA}TU>47O5*Go11=o0<9_C|~nd+1rcK~Nn#nXZ_hHOAA$EshLyx{!u@cXgU?A;qI3IT+cItA5>=- zn9n&qj&fzd4vA;v5MkZ-!6uI*_v~du>}*KR0cl0_lV<1O9+Nl3RV@KSDl_<%E@nHT zK0ONW`^Yc3bI1#=3&{>!^VU@U9d+bKN2+s8a+|RhFO9G!`@*SssKsm{ z;iK!_e4hC8x8|+m8aHfQK)dYqC)lU2L~}lJx``Euho1mlpVSSI$@)%_sGmClON|<7 z`%878cvQgH*(cv(f9`FETN^^uHN`W|?7w}+?$oBtH7{ z34Y#~-Uuh7DVF^oua&RDXR)8;M~k<)nGby%)E5*apX~2T@kgIG@>}9?EcP$L{;!-? z72?(uf8;u-&j_C*XWCiAJm2CHe@I5jPEDQc8Et}H?yAhmaA48xBztZm*jx~GXQ&Cf zY?PNJn@Nq;GO>705B)2gjCKd+lwSKdC2N6LE`k5?#73vzZD<$I3Nnx6nF{*q+sHC& z^z=A_+xzTH;%u0O%f9%@M0f~*Hq`tb~&)i9}^2Y-S zfA-EMuPQA2#DxP+*Y)w|l^;t`eE-S-+uBaVos}S(N z;Dc+)!BNs59Rtq*wJM^3$_y)l92qOGTFhH3I)cgxG9(#JSLA@#&OV25aPY1T%Cc+B z@kJ>0^twV#G|3R2%VTbO#r&k}USV1T6`C|1W^!OIqhuhMH)J2fvw0*G9PIFXMvJ{q zCOD}7B65DM+}(+$R!pF*Xq|hTs zeQ79)WY0}noZwaZWR&&q;@N%I*3jIE58K?Dluwa6X6)lxk};ZM+vXt}^cLfO`uFsn zQ)-~H%__IUN6*utHxp>Pma0mA!gLZ@Tk)c=++3QdMcmY(m-j(9uX%TDnF+uSq0rXD5RZG(+9ufWhmh}h?eGvL*L;HP@c1RZaUTNu zDDfv`L*(WNpB%hrdUR!2C836Us$TJ#R4-2Tww(t;h)>D-is|vd?r=eN1VWj`I<~;K zgh?-Y4p7SM3-^7@rbAO~qf#`Bqy#>jB7e?ULZPIR%af#`h*Z}kX%Tn&1?Bd%;7I(s zQeNh4!yj+jSVv*xjZ*yHBy^N-Q92e|>~5i6U#25g_Ds>NTY6@%l8#h%0Y9HWWh7X3 zF$1ygVz|J^N0iHrFe%sG^x;h%Sp2whJ(ECi(g&R$$jv7wgEtEC_he=CGCg~KHWa&9 z$ur=e*nMUHj3Ywsw*V=h$oF;!xW zhV6td*E&f|ZBW1gh!TaAlA-5|HM9B14PDZ!#GbXK;~DV3c%z9{i?0l^D!jJXSpH>J zWU){3UKagiu+Odd^8yp%0N>elIQzt&y1DX2KaAZ8b23tt@CG@8%AUnL(Zgq-8~BJt zAsaz>VD4{}M0CJma?E-#n+hmYy^L`viORtPO8+^;7)i4aZP^8X2AFX>HG1S=)X0~1 zW7p|q`Pn{Y!2yk;`4oK|RLY%6UUngWMWaS+DR^ZqkVT?!gu=SiEzYj@SVC$) z8*i*y9P4sK8}Tz^X^ynx;)dc+bNWe=YcA!QtGU5WEYtO3xlpy4Hm9$1Fs((dd}x0b zw@j#UOxojw4k7YuKmz4cgzKZ_yFByET(Fb$$m<5^ehSGHe0nuyq1+@tGCI>|1lmxFC}X)FKnfr!?ie> zRnn2`ZFIwY#RHD;ha9-qm{>oA0vy}O$^$be>>FCL^RcSL&^ge!UA&?fwwEYnw*m&% zi|t9x*giQt=1%&AjB8LF{m6y{%JWH)tX=$pcy@X%_D?#h>2HF!2}$31@t!|7{PjZ@7IH+Dej_^`=HhwiEMUZ*pl;fmoOY1cn%-#gh_4G?cMW`tZ;EM zq=|VC2aCqGTC%%~#WKa-meAbv8CY-f^5>G+W3kk9=2Lay+?r8)QUe({^_g7%5x4RuVp*eAnHhL;g0avqg6m$PSN zt<25}#%lux`jm9S3#ap>nfI*qL`7OvMzotsQ$#~P8TY-kF8E&A{kkNhw4pErg+*mzeK*mbH=b?&|S`R z2OT8W5HFmLl1q~+f%W&cAkx0r6GvF$Lq#p_qe^7rza3;F%{49GDO-&(pBRVi`&iEb z+2OR<%RQ+f-rLx=ics#e*+9=tPfeJtT*SX_n@3<(67S0Kjw;qq7QeQ51KCy{o}x*9 zPilU0#SQIHdK2rIWQi32p4(W+E}7)*G0m_KwNP{!#Autk@swz3hl1-Z%q%mkTxN0} z1U!0|$Aw(fL$j3vaV&D$4tAx-$say)xnhcO+FH3voE9?xy62;KZDWq$RttOpj_@fw z^cDzCVqHQm%ezJ%Iz8eQYGpgxhX|=axye~mpMtYIlLC(>L^1OdxwsxpA2y(4&)An@hfB@!3CNFI+f(W>sqV@bEKkA2NjmMa+f#jm{fF4 z3{eTT+kFTGzdWt+`}dJ`lWL=r;B&1H{P9+kz13Xf_nUEr^N@>vgYU1nwULmc}mBlHQi@$ZFG zJxMwKM2A<~)`EOr-Q$X7KY8zKj-X8e{em*bt#Q2b?m76y8}wk^(}MokMk=z6J-1Nj zFSgOG64g>X4^&lwQ|M}%r4N+J(TDYdG77IHFw07LV8RXF)a3fpJH;pga}N45z9MN6 zr#9Q9r!a-O$ovFeBjU;ginNi(w}ahk^JJnmLsomC8(;GC%HNXk;YQwDp52>z!MB{{ z$Ca{+q;>qbJja~btRI33sQYm;ZU`}|i!1ZJUi3L~GWyxr+m@`1zFp-1lARr{635nZ zfFH16Ha(H16`s+)C-}=nOLp}w{13suC|N!p4Ak)A)dY*o6|%+2&d`U4yikHa`d;A2 zMJQ+-WhTez1IaGAT|<`*Y*b>gn+w`y>6XYp&_>j-5emF|@V~p7u()*9qVErHi3U1G z5XhJzs&xK;@JGh2NMD?5JEGlW1a}x&L5Mh2_*Aex4t99!YW&4p&n+(xHop7ldIZS5 z;GYgZbRtjqXzVzoUv#4rbp}ToGH-_zQeQX~cQAT*?`3gIbD41uS;+z~%}=Px3Ds=` z&FP0UsCX~U;z~X$CD>M)q={{)NZKdA_}jl_W1UmJ@)bv_q($PL8}H#*%FI0*dNa>R zm)=9~ruvFKjQd#4%jTZ;@FJ3XK1c+(KmSZdXn{&jMyD2?t2g}W1Pi|#=Cw3XhURpS^C&muZJJcjED4uBACP8(%XOj8qe^N(qIk zRkGKaU!HsYbb*hHo2-|;qzD~2U!iLPe;G~_r<$J?MBGBrE)oYWH05$_vbeb1A z_E=zvYs{R_PoRX6*NRY5tLV8pxWwTV5!cO6OlqmA6#lwkJn3_vy2U1p8h+_+B8M(e zcqj=KZr74oKBNeX9m1%78ejP;p-+`EZ*sm53V;G@ol&9qUc-F{?{;0|FFD7qH1$L-oH+Zx0A+*ETXd*fab(>eo_j)EV5Da;fjN0zOGsn7WO^1gUp)13!JXA>NT=$9AzW6%8JBhP5_HimIdMW-vW7944KP`a&th8MQCTOQ^^U)U;q&$C%3wLY0dj{tlD;8$$QNQe)ZiFAOsKDP3nqZ-F)hC`Khoowm_n1{v zF~4pGP=Q-keKf@YM|Ev=z=`z`u8i_<7XAz#EBKt;S7C}3YFSWNI??DS+s3@=oW)C? z|KP0>f$}Jr;&rG@$4mZ<+{~y8{Rr$%iSU_O*dk^fnKaeZKeaz3?1fWt9cgKm=tD8z zyiT*Z;30#EcqV4nZ1RdUnR!iihMU-k8eUKyHeLpf`u+vQ^G~kfA{4yV%I=yeo6wX$ zlgFvLi+=ZGea|8lJZ8lyi5x*JLrs`s+tz!u?CN-VSvU=xOz4#MoDF<6u;rU_-uqfZ z*T>?f%SFUx5>?H&(cR%gE1xKcCRmo{)}3U(`|@=mR@b&Nk|x0KMW0HUF^{PwS|9xi z_{2>TwBK^4lgt`vzK9!d!h77a_@BQ7zugL{m5{s z3S9tkhyCN?z<0Rk2vX2hLg0Oe+jTBldrIzivPbOE^IG-85>|Y~R+;fz){H+E=vm;e zaNUj*YnK2^+HN>qxwigzEW`Ld!bhM>pTOZCzVe6}Npd12r3RWZvV;R(b@Sw>Q~7B+ z?SD6pYI^;$SINSDls?goBamG(x_`@qzUB5%YmEF^_$ie24=Age@j4smJbD2aXbirp6`V0Oo=gXUwTJI!Ge=3+&fr;WaZ(^;T=@eFo-&0R5P7n5BC|U@9-Pi zSkOE0f`TX=^k;xee-nB%+^O~4DYRv{z2$mp>8u*=E4fz>OL|ZcPSIIq(^>FDp$dzR zpkTpz^b4oc<2B}=UO1WIaEDCnfaM3o17xm%)vo3I@Wsz{f|9$W_2t=qi1~ zEvt@eonE#%A9u{W(qsD(U%hQ3@Mw+u!~4?n7@($Gu03G`mdf(H@T{(RuG;I$Hd187 z_aQO8g`G@Yn%PD*A9-1aww$@s+>#jWj7R>f2SkZ3KrQeIl0R>3nSX{A=g6LM3bIQ1 zft1DG5@sDBOD%X?S9hjo&LM$Evz-b(Yl+=D{Z>>cZHSlQLK(kZXG8rb4$ zsefqATH#|4%%>6C)u?FLwuJYP4PDsASC~E93Kes8Ss9rWM%@uU-m_wKBxrX(-lop< zK!p+>Qp5@GHIN(P$~2NyaDHJ=68YC!pZZuu`!bZBzLCi{S^L50ek7LK63;K0Cc(+G%17_v!_GT8=op87b>u8O>O98pPh8MCy+2K{4@S zkl6t#{SXlw!l#a!m$|W}zmvN%8`>YyC<4U__LcFQ2*@*n25nT_ID&lZFcnTMS_*Ep z8l76~$72q39U?EjF5mJXDtryn^EYd&E%x!)C#cOLvQ1WAo{kxLXDlOvXL^&~2S$M8 zdg{MtHC#?Z4P{^1II&Agv#XIzb&Xh9i;51iX9bh&@EPqR8g?VRJlm<44n-TL5S4(q z@<5*!Y$_*r>EZAOgo*9#ZcO9=YG@cqmXxVE*9nc7(V}fwZrDC~{a&(1#jlm0$>@DU z?!;HFQbj@+>Ks`c;yKD3*P^dEh`a8vLsTVUyE)P{Va8m}BP{(YBBCD|0biL4aK5rQ zSxUgMO3Y|}q0g>t&&omEVkMASUI_ZtWMxzxXt7@_Ka=5*qaK#Pm$VW)a6JP6w=&^d z$quuQ5qYpm&t1})#!B1wRgZf^>Ew;Xn%O6}x>iv;oDyFnREE1{~9jVgO#NUMTJPTrhSZQYjh))vv8lpH_Nq%45GuRK5hs$FxF{4og9VMPG zY}wMME%txUPu%TFD(ufE>_SDJg5*H_OpfOW`fI7#oP@=@FNn75^{D;3JAPb~BVF=v zJ>dXQ7}SnYj`>m2uF6Q$v2xmU_8F@4~oUDE2 zjtnW{*9893L(i9dA$&uQnt6^?-_WSV+p}e5^|!m^xoxB(ru@YxsUBZ3Pn*G)j)&Nx zW-MQ&BowQil!|4osDyVYsOp&e&REYTU+y$C)@J9N!+nw15n@zWx0tEt=j6j#%>+Ao zqs$;YpB%-n(F**-Ll#C8FDTZlqPg)RC?FW?mTNq9q>4|-93AEH?N97DRdI)sUXF=& z<0tWrZO@IY%_kj#mN|t(uW5@pa=S_D8`*)s`35=uY;#8Jli-hw$H>s{P(~@};xV&9 z#cij(F8!E*@S>&X*uFA9*)t|z#V4f9T}Hx5^~EW6L}^uw~r*jNpC*qiY`# zYu{o{oU{R*;$0$xg5E6Txe_SLhEQJ;1@ufacJmP=TEXueS#PYlXE#TXd;S@D45WL= z%-1|4Rtg1cGb{ZNuFIT#hy3KDi627}-pW={u{q24VZ=E{kjY*P@=a#Xu45#;*uD~{ z?yvGSXwQW`ldTc+kP(I!$l%TqM10Uj@h%6mGm9zX>r?g#q60<>36vsX=1z@eK6?{Y z>^{lc6dS3i?m#0&_#iHGW1NgAnUR8wd|dEiv&tdp~gJZl2(62hCcoBbv>&#EULY^V0SGowMXg>pMz&?kbCnv%X={y4Zlur zpHvBN=^uLp1s)$8l4#*Y*8R12sT-fFKwc}~ZW|c~&6N)+0~~E5!sWKH=^Q$QV8e(L zs4+Cb;W`_v7vEDGD8zF^Q6jBO>ainkVhBk+6 zGF*o68ywS1J3SNO#kC>TJX%g4Sw1gyRa}|6c*_qD==rbY;&z-Ei9Bc*k;oVPRW_WT zC~~-aF;z^o0*4pnU(V1`c)6Cb7e`RB>6#P~oM5e?pJMb+Yr5>S7lrB7KwZR&JL7IB zov|S&Wd^=+yl}ec(6)HnmUG|T{?z7KS$tPQ%6Od#;S^#f+~8v2osqf z^sU0<)Rd{n!>6#_iq(jHW$O3ESf1PDseEOv2*2N+@N?Ie(cRimi?R=ju8qKBhQAVVqK<);O7@IU$^I_7XXqH@QGKMi#{Grb$QDuu&dImv$|A0z-~@XP z#)^J%mvF%}T}h#!wmj6F?NEj|L;iN@GlF{p)YK6^Zj>|gnZQS<6gWSDvNG-Mlm?24 z5GwhH*qx~t5f&nw`C1t<;RCj*=Rsc^2Ogt9gOA=L#QVa^^YGdbA(EBh$vvOsc~C}{ z5Quo+l&A3(Dke}?Ew*HqXSj7p z|IO!g@0x3|Ry23!jO#(Zjfl5MNts}w^e+MH{wy^Li45-^N;%Q!h@GELo+aYl6l#&> zN3w@-k;K($QX8k0UYwk~sGAk{)|p$h}{o znNXuk=tU%v{{z*T6`{XLiMe$SoQS;tgH{!OMpv*X?au`xKOx(PPuzV(%m!wUcO$y_ zYo2n?>=1I2fbRl$hyWg&m_2i#s1O}-WWZ`3Qlb!?4v)r}D~mY66Q{URO61RyLJ+mJG}4z8gD38CgQV#%u*G7z`eJ*{Km2W85-=R5EiKFPw^ZQ_-5+ zWX4kK5LX?9Mx*S)>9oZdHm^uQC0 z$Uye^(gOM5D|^YH4661de@h94s7HUBC-)VIzL7&Xm%7F1gCZw1P_pvM4^xvSD@(#B zc@yv9h4uRgZfVFRygr1i>m2EBRE*n;&VfTPMz(?mhSTZMO`^#e z7lCs(_{@-Lf6N4n!h?p^`^s>@>!G5^I_Wb~C0Xk6%i55;ob*G!Ld|3!)#F>g{cMvF zMIqw!ktOo=l7xwktY2sGD32p(mo!OXhYKy&LNdvrv3ktC>w<{joA!Xo4vh$h@OV7$ z%TrqPIbKjsVL3?6MByxKuxC!@1s{IGVitd-$40>8khEmw>RU`+7n$Bp zgpXT*59!@*J{l7jT9{4Y2+*#^n86m((}jS&sGGn$*UQO*%TjvH&lxh*O>2E z`)IMtnfZ?A6YD4)8BVBhRI?sYM!Q2{4wo7Wj}0-p@DX_Lu$VI9^&Y;qX(I^R=v&Sa zSkni|ho$51pD>D84o8dc=FgQ6$LYGaeVnq76n<}Rd^@W;lwnGG)eU{z&hc%#Mbgd% zSs3vA$J(lBlxO3&Tb&l)@NCWfF?#f`eHdX+A#xM=Xj7(zbDY+Q;Z!!9{=dGiEn9X~ zg?1^gs#KbB8j}A1-X$;}3En;S&t8KPQ4uC!6nhnRr^^J~y~P25zAtuVj=4u>T+AX) zu*q)O3!rAnzbO%P^ly-&@nuGh85`nGDAuHBtom(ZQDdCqLXM{IQCu1_v}jVDk4y#f z4amfhKfpvh3obALbOr!EK{~(~rMSGnQ5lQT_z_wVebj1h{f2s4DHy_js+YapW)CJ~ zu1p6rJrZscp0U|Rt_QOr-CkAlU|#Aa(`udx{_!Q#svR=SsqK)^x1YrtAMbgysbtPB z+kB}t`ve8UcVh4KlP!!QYGat^K*r*a5)UW#x2U4Ar>wDMUi?3{t5{0r+TJ#n&L7`8 zhY0<>2S)h($%B8@Kf}K5p;9oaSHu{wyvey+FCW?yYbHoc|IE?3Tr z!E79-a?I41&IKPcgdrp-rIms=>vtG%^>6Dd8-Ev`@}M^-1z*Q(yR|WyzQR7-BfV#2 zM-mSAeK)v#C4#cfL4l?nHgn2vjinmG(L~ZR0JrvdlvuS?Zts~(q7M9o&@*PZfDN@e zDe&4urt$xd1R48`pPY-nVX&T~3Zsk`&nyb5lzR5JG_i3o9$!d&;EWA51=nyOLnvRURiv~4~Rf~qFMgRxliu_=rt%ffBUTbMVpUOTfA=f zC2g6MF{8RTbx?pxX`5c-h?5tJC54A`Ra^%8@K2L2er{XB-Dy@H!z_A4lt zG8{XP^)luh+{T;<*+7SGle|ldvk>dY(AH}rCknuR5WWLChK=cO%cjh$b|R~_jK8pl zdJTc`X({f}^DwCx0=eekFk77MR{f$@QN#X^{Fm%qzh8$f5%G3=O+-?f#RGfd!iX4S zjWYh>2ih`WeFH|0BfFQKpn>|ChZWw#M4^8~KxqaQt&*DCWfD zwM>H%jTKuRtsnv_)n+ovWP)9(4YEsL;epGdGmjpW<0JTTunZ6s7;@;AxSi5YecMh9 z4DlIGarJNG{F<+i?CZLECZD?ThrC5Fx1qSw7{yvE&MD{Om!=3M-1NiBP%jydy*BQ zpMu-z=ybK}3nhMW0b(p*Gr8Y)wekgb{e(-MvZ0O2v0~o?$MjotIKJB?W@8k9*3HTn z$_5Ov0|_=f7Bba7ARd)WmCzXD(zR&xJvFELxGmc3RuAYWfro@ZIJD(2nXvC+K>F7_ zL=Z!SWl{0*$px3UEs?>el!Jo35B(MeUKzefl+8xAJ-Ahkg`6j2uKmot&BiFnQiERO zSfzVJ!r6FTSn{QAk%H$XiS*RwD_c3Ko-<|`6SrGF<0%v7mUy)F91m0Vdt_)aOMND} zaUvpc={MQavy^&Ha$D4$+vZAAo`U`dFDa#mgw_ks09Qe#ev>paUA5ozTmU^}DdXh( z3}U^ScHO2-#0AR!VEZ+T&U^9c(=a`~TALlJI{)ktD4x1Ik#;{!CfG7sSy*(Y#1}`Y z@aB_!ottTmheA00sVTCrtl3G2pidpMr>1Sx;0BZFvNdbfo#lL^l&0;`@>FE1r+{c9xSC(5 zRI(+E!DKeRW)-5c-E0{5Zt>sGN6&!S@VhVmpXHgk@82FRo)-odNdEAdCI6&mO-okt zPpa|3r4TsRFZsi+mkXygklz4hd9(rY0B2E<--E{#1@SbzxG0tBply1M&=4$l&1-~M z6|T_n==q=djKxkP(ZY59$7)=d<6>{nZDyxvSEzf>HkV?f70X<6bTW)^&m0C7|>#EVy2`_4VQpEI+1Y{D1Gh3Kj<|Lu8OExSPKA zeGTj~8gI+&WhCmsZ5+k_y4dsNUZr@J*F>0E+#y2c(`o6F|FZC?6s^~b|FSTNO<&5! zc&>v|h+>9(w$ovyppA#ibW~QJI@M(=LmO*0`Qm}L4&bNftf@^ULeE*}YA=Q_c*Hd* zyCGN}x1omIHWpIwB{uhj+HAHD_(>Aavst%xpO4n~w!UmYmhx?O zRXTK=6xsM>V`;^!=To)uWr~W5zjpf3zIzvj|NBYY(ciGS*6B8molDh~!XEWo5~OFh zjV{MJD69E30?S;}Qt%BFdX$9aAiDcjH6)Td8tUeCT5rOvId`Pc{6l$tas zk)|R=sS#-yDfKC!<~=DG!{ByW@gynRuJJJH<&2CrA2;H0KRs3fqb99ZYiJx*6vk+a z4(Jc@t5k`JaEPyXKux-tNGcN!#(|%6jq%1 z$>*OgKYjL*7tXq`?ND2}k2~<%gVEr|?xo&r@7!HiO{Ok+>%t3v1D_ubR}`Ok<=(<> zQFwg+(@SM(1qW{N;6ryKbF)|IuaTx9?7D<90pv(AH;XV_yW%|9tSCe&gD` z-+cIU+mi>nu6^pyEBVf&7yWp6S^Ji)TY}Ww_KwsoFTMNbJsX~DJ81c`7eBpyWya0@^tkzWZd5`mJz(6@#NU55vAy$Bacm4aMP zm0mMc6HV47dVP?VnDPRb$#A$E_Mk9AT9eek%q%d>sT3#!e5eL6Lb%_tBeafV@C)1s z0u2?Wl4)y*N-fcbWVcC8*B@`HXn@ZXYTCd-;AI0&LqU9@f@5BAc+FrQNtsOJAakk? z5*Oke6D!Pv!Mtp86I@~;mu(x&Rc1ukz2McvT~DZEne~V;8eE}g`L^SYBZ>J{z(bWW z%HqW?1(39yKF;fw9L_nV5`m~enBdwpTz0%lG%`<;x!-^?K)i7}fgnxPOs0`Usg>2h zv?d8fV`SX%()^J(cJRot)BIX3FXn@8GU2SA3CYmRbwz7t(n{L=$_$rUX+rLiSk(+- zCC8;Cj1Y;e^yS@!f!@p6fvQn02W1EXs+L_ZGOB65CSt&vkui^IN9bglAI=XV>ih1b zLy;^b1t}&eU8oeAWisW5lSmSD9#n>Q$tXbj)fK`n%}-Do7#L4YO$k$q;D_T_N+y$7 zl(8(w;6yB%_NZBndC?VMuLi^!Zi#u3P{Slxei=K%SQ13sG?W8(LMNb(?;&Q`9P=wQ z&8u=rS2e8^Bf1PQC1S-y_+oKQGS#>umNdz3S_wB9JGZrFN=~K6ZM#=f@i?% zhVDbj3A{|I#q`4>gfnw0e-LXTYeNUpCWVg|N?~^0^E_Qt-}Cu@_P$(ZiD?G;ypi** zN*TIWU+zDKeG#K%TP>JDC3I_-e8mTjAw5JdH0xlX3Os9C|sET1HlH4;=YL>0GsM216)^evvEV~r8U zL7JapZ4XupXYah`+AQOaQ)PW8%tKZ=5F%DP9XW#)mZ*!WC`k!f2R>BYsaQ2pKkUe7 ziv!tJU8p!gP~M~yYoS3#U8v8q1at$mVb-tWf}{wdpy?{Qv7-Q1q_G=21+*q0A()3@ zGc+AhQZ`V|45u6qW{;o>VsqC|LXWsDWp$>3@}M{yga{>(lr$9CkTj^{B4SQljY8k2 zM%AmtBt4lFWL-$yCgDQQKu>n4XLLBBj{=rz?I(brMV6Qy|1ae_Tl2XZk`gDvIOA9g zu760^G(|%tRHrG5s=@n+eaLIlG)aL+!a|y&Bw@fGN0Swp;|pl80k;>@6h)R!l+|Py z*$ZS91xCgRG);#bI_{j7Jn>vyJPA#MCrVS6hNk0^u=b=Ha%KqJ3xb!O53eWovOu`c zEBUDY7{Yxyv@Rv(#H7}%$YM`cR1yr2DvM!1nDf#7Z-xI4k!T|#hocMT2+?(QzZ3GNy!xVy`nBzvFt?tN#i zSv_6VJwN?-cU67$6_g61;tVW|?1+?u$FaGH9Hh*ownkQnyu3`ZreDmREJ!)Q8YL!i z%g;`x4x~)tpADT%MNN%uO-%Xu5gnZzObu-i-7-(S$6^?{zs|qv^lSD6{OGdW!$GJa zIsDq}2SgUum4rt6lEwAgeT%8AwCl9;SX1z5zxbHza}jY2AhZ{F+x1NUrr?`=^zQ9- z<|)?qEo))I_jO(1bw}bsbA?tQcKPSTlIz1m*Xz;5+vSz-YpTH8MC{|0Z~N<8(Yw4( z>65%?uaxa6yXC*aFO#JsarEk*FvFrEcB@HL8 zQs2jX&9ma@KgRj`7?vRt_+Cy3bi6&I`FiF!=nFibbiF{h98LVb=}i}SyM6t={@kYZ zdb0jH82fhL^zQ9G59N$+`cZNCqD=OxuIuKj4c6Ok{ihg@pv`xiUlV>)rM-U3B641& z@{V)-l!YL5giBd86McR5ytVqP6K_yMueXXdE>H@D1GPJc5cq7CUzt^5yWy07c2j%f znNWWQBwc44I=k0n%Ir<pk6XWJ(PZ{?zuf(J;;23?01v?r{{2;p^Uz+*b&G)Z^~>+F z$Q*8VX0jw#`MPo6Hz4Kn+{5LSz#CN1p&071`Qf$tIIb$@5G%C!BW~AOz za+=>sV0GPI@adU8n5A9a%$TI9=cp5yF1Jtji2g3+DN4kzs;#O|#6L-&y` zRQESu*jGAlBic$%^WH^$zlB!9ft9JyD}n{Vce`R4bvao9q5cu z-g&ef;*_jZT9WK*AI+T4S5BZ!YG(wPCvuCr*yJ}&S!t7N#*yI4eaUA^$Krq9k?2_5 zpq`fRD17d2w!+8F_}Nr>I-%U^#X(y9Bvy|>F5Rg~>wY9=HGR$f`SxgT65{rd!w*ur zOx-h(uZ!9W>(-8NM_p4dB;~Au?1grnxz2fbd8GA9n#u~4O|9Q`m3}4X+8}zEI0tZ(#o@{KFHND9Kspw^%tcLXI!@%WIAfGP0M9q z|0)tIlnEy$fh|^A8|+0%#fdoNV*r3wsM!{)0#|%pb=1MH2h`fyM4*)i7*GnXXPgpo zWE$#kLQSg_WtRJ8oofrNwG_k0T=Q0GshiA*|dBNGvsT2H>C- z=+S@6cFS*Qh)gh1^%PpJ7Q2y4(V%XZJR-@>)Ujh?Ol!RFJWz@vk!-bEXUreT7FDeg zdyJO34WF;}a`bt0cYyR==(n*T)?A(@oZ~nNcdf0h=%5 z7nbWJB(I#lrV@NPFRuK(4J+`6o_?<1&$*0Jt$o7j<)(&Ww+>~vZ_1Rx#U>l#`8Gu! z3PQ?KhJ5G;)4CCg-efL?x2@?)cZIZThIrrjh68oHo+_#5OL~c=%?Y zG$SXWQpb*Bk!7yp>3zaEs}n*Kh{yRznxD2REnFTDH=ZGyao7*(StM%arMth(D&NsE zkU>+wG|`;cmiCAYfNZW^KG@#jxD%H0Q31IX$E0TBw?rx|C$q>@LICd_6d;lu~!x%H%U;> z@yW>Z><7x|Q|#~DZ)uTl&t1b;tAQR`N#_Ry2+ z_I@5Q=_D;!UfYmsQkkI^eUGEUQ9RsEid&MV7Fe-BO8JvhwxtvIOCMt^|7YdfLT&c? zkowySj^6RO8r8s|W*S|y?qb=e>`I+aE8B`8$cH}{U(;}^TOiv>dpQGbTRHNb6i1Rr z&~F6~)vaxms1)#(`k9S1E&7#aQde}4wzSP45{V{+-G0)<88*6c?(@}Cp|;@z>dfP} z$aZQ8?RB9ThY?zJOFgGdzu@g*jO@PQd2&}%Ru-*NU=ULQQqwTc?<0rPz_B(q_R4bES`BIXNotwz8{t`v zIG64shgmG9hL$Wh3f{7xR!&RpVB&>zQ?X;vFz7+q`+1~a3(`QsQ7E8AONn>Q+;UgU zS1->@2F=H*X<^wQJ{_t>q-C$ok_KOp5)XoQX<~}X>T@@(mfbwKlL&FfG;s4Xq>iHD z822IBT@(}Mt$S8T;ZfMUJEqX#G==g~qwA;W2jV&BL@k)1T_`G+ecRqw+16J60e9Z?z+OkbkQu`GcN}?_W1!Lk!NHOQ7ms6$d_Zqg)6O{nvNt3FE&I%{%F~VyND)o@1V!#d-6rN0()9<9c z>_E*|StVxI*7s*|LMOUM*ThHECSHEk3zHWoDmC0N1<2$ce0Q)QtIHvv5{9Vjl9hEm zNv7c&V*zr2F6SLAhsDUKJ&sxsd&ARI44Z0~m^>MupaIp!_cxU`&@Jp38IKlO|96{t zKhWuMJSe|_?+w2kl5d$H-cfFiEO(^%8|k6t5KX?Qq~c0<+cI(@ZZ2%jC=5-ZZqMm{ z@(7TWQc%?M-Lb!5JA6MWwW$kKj@!OVJ$~v=?MIjb@$L*wXpe1=VPJrAI0a2J7Y0)1 zH|bG)QV!wnXbU-y-#9^s=rjfBX%Nde7HrIIvp`Y?VNs>g-r^=Y@iZQtR=n+8w^K*a zmZPGJ9^|-m(w>72`l<1BOLHE<0r(*yqyURA%h21Xwqs68)m1rCuzz=!oY+mR6>Ckvf})rl3M{0zK7jI+A7nej4~;-*mcGx+*c?? zn4M{|XbI`iOMT%J12JwzYbm%eM&>Lbsj3|+tYsxf1`_Hs(ni_Z10*O*@*ARO*ncog zHB;1qoQ4kC1FSBM$S;2OGxr;XvCP+KfU`i0QJwcAcCsXFw8_@#s zmeoo-1WD2ahN1kV{PJQo3x2AMEUmmU+7d|A@Qxs5dq5^dJ|bgcTu zhHn%HB+KPK?-M_&3TBqbDHLJ|6+EvtWm9vzMguVp zo0LyDh_HtBhLNuLv@Q;m4=0I96XNZiqIXpC!ErG!4~tB0e3SMr-AG_^J`NhD;Pc+H zoK|CJK)opV5(|sxId3n+>l36{eH#U0On9%Tg!^j3o9a%IjDoMF&@)k+e;q2ZrE6HC z!;oRRD<)y9)!Gn{ynx7|!XU%BGRX$t1b!$ij?6_sFl3f%2oQ%smV!eMkDX#FL~jGf z4Q&D!ron)EFE>khGj|$5M8+Xpna0x{t*V1Q)=JJToS!Jfn9=M1wc7)sL*!&|6gUkf z%4zUHG}#fk!5tL1E^)6LV{4B`|HQ$EFCy+E0etP$!8)ZzXhQ12-pQ7=ivKaJc{N-! z-1pnHru^tk83$JAv0)8`FDqqqT5QZWMUFNRxMW_;NRI!y)^pY{JPb!~j0<&AAIUAe z#jVkSXC~NIZlte%lE5u&6*RPj-<%V%5bXf%5OfR@OqbLzcQR6_bwt<(l<){ge9xXd zwQ0lOg%F~tLoJQ5zd1pkC)fp~0c(HJQh@fYMvT5Jx)C|p(^h=C!DyFL_uK}=E5Ws> z4Z?+!Cf{*J9kq(&Ck{uD@7Sd)sZ~d@NJz%UMb2mysbH054UZiDu`(}g9!%~9i&i#6 zRItdC;f1ZX#n{1uMlej1FA=6eXPAfm^$QzP=AS2{E}4;G_fPZQr-2U@*+G-eUEEdb zbKM$w5!gf)zSPV(xQo)UI3VI9IHYrEg;mp;vkcxmAjh3~TIp9tW_enTOw*Gn9|r5D z)C?k%jMYkuR@q$5es8?_Iu{AwK8@;|g8kL3#Gh3%QU*R`IByBs5?5T(*s9~L3&y-y zKY@m=m9vLNs$*oK<85W2-}VQQB$G2fZlRn{6N}m>R0}Y>T~CI-}GFh+qUoRL+MsB8};1g(_l_F+^)kd+yx+ zi~Rcl!A}V%#Ixe}8AHtT^(1QCsXaMf#J>`+5L0ljOEV2cIiiYJ25`EL_6vzk*@NgV z?quwst{gD>ovJcIX}iw%gGgppU<=CIct6METlyQVkl*RP%(Bwa2drP^bNX)=L3Yi2 zP3NRAx4X$Nu5gEkF1DyJZ?p<#btzf=I6v8=DETK_=oD@&5j=4LUz zoikjA>IKiAX2xS@KUVJ}@j3iZszc^F|9c^^;%Kx6)%UPw+ppCJ*B^I3Q9B2u+)3)K zf!y4m!iQANLuLq8tVOP8&74;~$ed?WJmIy;Q&M`5Qq`|D#P}j%@^&@*Oab0Vxv7q& z>%ez?z&(|&zR70Tdh0g&C(Pt*tZQBHt*It27LsbuS)WAK~1Es^FC8I*v7k1Z!I-R@)RpS*E=>>&C`2a zPV9JxbiRCXua4R?0wh1k*!DV~N4W3@ht_AseawpSLew;mgXb6yB;NiJ<7FkC{K!xE zHfrV&YWX{h)ODP~bsFK|ks8e<4xZ;6&0fwu8v}uJ#LQuD_o(=CL-I14;AGOwJxH(2 zmtval`owi4kYM|V^rZoeJ97f>qMmt-hIuPPyk!Nn`(yxb^%Ck{MFMB*tNK@X#xn5) zRnSmryy@J#1bClD?>2t^#TPbrboz?5CaJQb;lRZvlE-=F zb&vgwt6Mw99NrI5l?-rn4mdkM0G9?q+#E02R4*H7BY`B_{!f; zs{?q$^l;vzjZ>h-kfOzyZ~y&;UWN}d{~>rGW(lfnL$r6P_ac`YfJdRo#~s}3h1lvCRfTKhl{Gf!p zLLe`5WtNaqm=F35u~q54Ji`SKZ$*5)Rnsh5yDi^MMQCRlZ``|K0Y1EsYfeYuGts)x zZ`V^%pW4JEpje|nrI}Ur_vKXxaTcS<?8g6{U?{ffCiVO=0KQB$t2~O>13Od2dIvK2Q#3UwckD z6^YzM&8Mi6%?rK|#w*kewqZ}5&VxjL2Bv&6VV-2j z9*tmyG71h386P>}xz!0{(3ISN?#$zX?0ou){=s`CDExU|nLJe(hEg(QCJs`4p7_(e z0Tcf6t3nk^(6%gHl_OH#&&Ep+g4WFNpu8j>1NR>#(%Y@HdVTd}k+?MjQj>zvbRF(k z#vxvV3WM>azqASMQxw(Ne9GfE#6dIn@dH^-N2n6#|w>E@B=Hu&d%Icm!`wy@+9P9TL^AD#$Sb31h z^%86gOw+y<2wdBB-ZKfdHodpJvRi{6v%fyNU_)k^oua}Q=g~gE(avTHY=8?SQCGpc z%heCib5WV_QzUo|smNeB5g_pP&*#uT!QG2*6{$-#(sXaIttdWFc){tlTJNyMjjpjZ zGQa8!|6#xA>T$U8?lOPgTPT_*#BKyqChc2ygTpBjGDeJ&0__Sy;X$0?pdH*$RNO|6 z`#SC@gj5^yKI_c&e)h{5gcPUTF_Qekf^M%KW!!o|+7~i0nx;CGb#JzB0DQ_ggr@NY-0kR$?o8CGhYJef#vqWNIcL%o+^iFil`8*Tauo z{i0wj#mS=bIeC77fw<6X7_Wu@Q7i>o&nq$bF)*m|joiBsElUW6D>$T(qq%NylDt*- z3;(y%`bE#XAuGTDhJBd%xUtQ82SkQ{7EU6Mq*e3f3e$vJ19lM5N6-mwaSK=Z&`y;(u#tiUrTy6ZIPCTa z81RN@Ohm&Lp`55H?;%WJB*W2b_Efb_JgNtn;Uxty^Ha$HjRU|gxy91L=mR(v)z{M#wMhb8>W%_TJV&DEz5ozjNuxX8EoY~3x7G# z<`FbPqkV+420ofK7J*T(aGwm}Km%e%Avl4{i#|d|Z#jYZhU2MUKXY)#_UeQ1u~|Km zUg^xrM8PL`z272qQf!Kl!vTojbaZg$FokoH%At`)8Ms~$w#1i$UtSQVW!6Yot0;Ps z@C(nVq8lw?^NjCVFH(E0?Bczh7Lig6z#n$prqj${M4oJlQ(e89x)Qq?l{@%)D7K$x zECZO>W?c=L{6Rhwm)f;xK0xkk5h7fRmNL>R2Na*R5#u5R3ONIe=G52neIYdyfVZ__ zgX72!VjMW_HF`6&W*?z+2(@?hldUWKF|YACADmeM;xkA9EpglE!@yd#`n_;i6!8;O z>r83)Kid*KdgwE{rT>{z5WIWuk2V~%e{1ILD1i~N1$y}(Shy1)I>F$$dH2|Pd33|3i$MAEX#q|U5#O##C22{$O(~h%a-u9|_eA=U zw(Om%fsATL*W2~)t{1};JBjXNAY}S)YO_xOKipt)gT^4gB@8HbBp40Uyy{Xs(6TDb zq6Bs-I{Kq0*+w3nrCq~x$jrc(ppy&(D!s;x_DVyuZ)Cqj(r^x0PY_MlNM3>OG_!K} zwva7jEY?6{=-vY#MB0k*m-)ux%veN{q0=j9-}~?FWRg7BHI}H`%XcAX+UN+C^O;iQ9vp_q=ayHJkZVrh6n-jUHC`6eJ7;P#gIzh z=nLQ~WBo+(3fsQ2M5R#X!%uexZ=H?IFhgV$%e5iFKG}s_dj;g*0sAv{sq=2*`v^Zp zaOZixzi2eauuTtkt0OAxFBJ}8fr(|a0v|VqZBExj+%-QY)OeI18)!oou!s-I12Uk3 zIgaxC2DEz*lZg*$F5aDnejcCi8dulUoB-$~IWHuggt5@?3^8w_%qz`k@#jil4g@I?VaPO8&9w6qrdX4rc2xqL zvN50=Rpy?a%8j1LWG5>zP44&u!#u0s&0XPz;xaL2z4?5IzCNg*37ttPoKV=UH}1!q z-LI6wK{z4LWGvqArI%+)cezuA`LKW1KRVe?^QV*ojIxUbrNl@D_vWc=)aOanrW^0L|6XlsFS~vTo{#bZE)6%9mvyciTF8R*yg_rwWWQs;=<7$T#Zf; z&(60m%8#eEG?69e$0HC4C`UD&8D&X*nHgbkvLkg z?(wjoN!r|Wfz=HityNHCvVH?3SJzI|ho;Y1{zA~XGKPS#e$ok?d;Q%~+WYj$W@O;W zFTC1-q=vvMhW2NqxfB$00NHZ96PG+C$>eN{k?NRmTMg05OsRqao@WIP>q{||b~(Z0 zQxxDG9l4<6$A~0!2y-@(|1oa~@$Pu^ZaVfb2(aJ7gcA1cVg@E-g!Hn@2ANN}2BsFe zf8nv-&=rlVUqzPPA@;FhhgG}s&hh16j+fM@J=h&|EYOx*P$&#(WvIvR!*q|4S3Wwsp$HUF$Io6DLVDeT0ghHrky{mEVwMBVM$@>^DN>uy)xY6+L6=N!~?J ze_5q~l**vC4tfpBlv&pb!U$Et+O;X~eWt$tGyMs!Jm6>6D?ef+@ zL7ZfE+l~1C;j1j-L|$ZJ6`QJ34wO)?TGCQPoz~bzw`$q^?ui;-*<37bbphA}LQ%_P zgawBI)cBB;y9s8D4~m!7O5n9W@B-$=bmT>ILkus=25-r z*7k@8YITERv+<*|@eQNWEA@7rT%H)U$3#`xl;=iOI51VCWmQ4SbCN0?tbe*}ihs0h zs$-YT+9mUlFc$I>H5gFYPI&)E#0rAYTNC+jxP0Q)Uh+0M+f*ZUJ1;Z4j%m9~679`k zbYt_U;PaNt8x)wS^hB{>mu*rQ0Fh{fSjH-#N0!uzhcQPqVddDS$C&DjJTW5826~`U zhqe3^Nfe=iHm3(%kiyQE%m6lYN@(kh-ro^T=+|3WuQ86Dy(+@~bz;a!lexKoeSAnh zP&O4zeUx7^a1sMbOI&aSu#fOZX%2H8DB5h{ROw6cLJ|A8eEzU*RPrKWKhRwh=V z@Yf7zR*c}}Qy!As;Ch7s+N2n7O=D(-=S82^*}ihCB-MP?v9#*%@P@q)EeCyCRp)Ad zbZbJCB?5bW%S;sB3-z!tkKs2(aYp_qpmLx~igVppGc-e$WvPQh$I1ijX$cEot;d{) zg*Np$oA(pGn*48)p%3cWkEi($UCTEQOgt05OMi7-e_bkCiR@=^+>IiH5*O@l1{qMm zL`C_fp)=b8QXwI)V*Yg5pmtMeF{=-@4;7guF0?s*U4&dzv2-GOO&C*Er z&`N%^(L6NNJiIe4DKahD``fN37my?u_~`!`_Rvdy%&McmsiwcF|I@+_vAZq<^|W_7 zVA=A$Q5pDt)d}#@oJRqBDmBc$P=H`wlJG%!tD-UiP=@B!rRm>(0CGr%^_)3v)mw)7 zOS^H(LSFf?=r}N-#KpUZ0C+&iIx3ja@95c@q}>h#=ZQe(|BfI)W)YHkeehQhcbmTZ zdQTmv=@#O)*wB#tJ;w`e#~2wK1!K>cqSd(De@C2E;E3WF&n}zO1iH`tn0E?%Z!sk!q;)T6C(W$%A_7Gj(M|8uiKs@jfd445~M;{EkYiR-%5pA0pH+ zq0puC0Tz^G*-1eVV^EOEz0~Ej14HPP%~N?UFZ zDht&|M#;9_#q9q;@QLr!^0;CIzxy;BSCaUJt^8)uXJ}5qFI^AW#iJ@bSwJ(ZgLH-Qxmlq$~u|Wg0(=Ur=E<@7b2|g|X26hQ|$-zCnfE zGWc0=*}Bq|Q1Jx1GQ*?unVR4Ga`;&g3cYDT0Hx^QHu}0V(foM_2iMI3=ixtu=;~W~ znvCKUk@>aAsA=Hn#uUV-e-P^Fh8i=^1`3HtF#ph!2l>Vju{-5w=cEOO>`JSeGym|A zFXDnnA*QjA6e#_RJl^`Ua{?_DX2HZ(di*@Qg+)+y4t_vL3_5%L=?@{NJw_7hp!!G+ zB!Z73lar`IB6Kh)#AFs0A*9)8kfQ!**LRO%lL~b}Hsbw@9Eed&eW%>FlS^|2B1VnW@bK=P0ptOKhtp_!ek=+!PXB2ZX}eWMZp)V@3v@M68f^qVn0lhlIFLiERon79PFCfd1^c2D9CM} z-}VL?T-0=TVaj5OwpodoOAfAA-Kxrb6#lho6GGQdOyvtp#D`-yOAcj)8sNP{40(eC zV=XvwJX?s-Eu`55JqZBkleVuZi5GL>>g3_DhF)Saw;b?+V<#JyD<|Y)2G5_{r%sqhSz}#X+Ao>cf(=5Nn_v z?3gaT0@jIZ1SqfTf?q=gQ4iQO2L_&Wx)o(0C2nx+RNR{}ct7!3g$dqNjYCQ>z!EiR zcLV30;aCrbBgMFZe>1);pxvx6wIXt#Vt-EMCmGG|DMUyK6KB76G&gQ@{C?p>7)6zyox&N%y;^d%-elnkZ@A#x?WYF-gZ zAK%#hsN;+#zxXIKPhDe&`iosJAlSRS3k;teuY$w0d=y~@&dA>ylaLYTG7HB|HT}Xe z{%|w2ISUF^j>VGabND9&E5{Q36(s+SfQ8p`yTj{hr>I;huqx=!^3B1I-`#!I&`o+l`aa_AsIum zaaz*Sw*trdPhxoU(S{B`q1$1Y?#MtP%DvHL|_tVpYQz zu`wU$)WFFmwWgIQhQrG!V7~|iao`65YZRrHB*KUQxf9}tfv#{0phkeC1Z6+dYA$<) zWET-7&WVI2WyJ<=vu`&AJ2hQ7g=olq%~g9JVqP)%T7Rvaqi&wbpnovOGi*MR1aoB_ zQD>@}#;3eJm1Zt;17UgBK9&smm+-(8J`-MK^#1(pnstHR!!v!vk8{CJ&l!FpLslu( z>lmx8HBuG#J=w?XyQdbzlTE|1VZ-s=Ty4=@?cU#ZU2TL!ZNx{P0X*!f$M6>92OX(5 z-IVM@nJ`RxcxCMzGNv74|FP#RtM5a!f{)f?iCYl}%)n{4&#-5N4_3KPDpjXxsE(1) ztV#WDz_p5g0nu6Mr@U+ex4jJH|>Z6;Lp)GRD0#De$j_g9+B&dEa1C2Wv|4K3ia%504&z^$aFJxk?c_$ z(0Jv}mkULwDhqoTKI+JB_O_fZvMV|{ zW_VNdvXR=rJ5#T>B7Lxv6xrJQnJ>hqrOzx?9SOVwA~NF6o23gT4L`4-U{SVRe2N57ZTBrjJz*t0BaR00- z*!RHBsDA4^>ch#V{we9V-md*L-26vW#d0@+pWg}?wynK^uN)%Hi^v^56qRBkL8&v% z3|}PKOJy22aW4CHWf$G*Bh)1 zjSbxBEiRZSKR`F48oW}HpUqyGWVEYBX=)dER0rQi zO3wNf8WaXBm$sUnj(z(T_^^H)O(_qJ5ki>>cDI8J-ouQ7d04WIX0iy zN+*UN;ekAdx!yV`uIj*~YEyr%o!s2b&=5{ypXhZ*$P~F_S^kiq$2q<}#D#cAy{BD) z>w^s2=m;pZ0*&F?#x2V=Oc|(#LOZT9SETvacFcxOSZ0gCVvZ(8Luq^o6p}c^*LH{K z?f@g^9B~bKktB_r3DvO!O&JeO^7 zvLy^~F+U~~1HPUkqfR_T)3~abTHwls_Dj7y*~;25<()|fpS@ZQsk>h76p`t-@nRXV z%^)GMbyYK8fxkNbeSxL_Rr$`taPzAp0ZN-kSFk{VLFKuZ5dF;nGtGw$%$}J{Qi9$Y z806k`va$1W?CFa;^zmR$cdHrUWnApr#3BJ9l_vDvIbng`Iyf&X+Mq&93w2jujB5d^ z?N`(D&pns?aXw{D59%6=t`iq;h)7R98hEQR{2{@cvTt0$!7TuDFuhrl^Rl%*S6yvc z9xw7kTC#26&O$>2+3y`UgwHm_eLU2L1nOTQA1pxs6=?pAKyM6+K%T!V88_-@NRMEV zTbZ^cBd1N7PNj>kL~`O1(VoFh0+Rp4ALi)26SOuCa>`aN27;bRe%CIZ9e4w#3_-lw z!&7~W%!M7J`ZcQSH_NC0FR=h-8(5*Vgu!fs1(<>$`@=Rw`F%$}56{|L*winb>a=dg z4us$j3Yb!63kkqxQoiLwNr=fYC?0VFJe2ykYg1pD2M74;952CYt+Be7ftrG@j|tti zGZ&@7;SA*N$%|X|U4HF!r{W!0(gySEBHLqdu|ayn`-RWn*ZS@aj}mtd})zuwucXV=~E<`Q7l7#ORqS`g^}k>|yI@+|wmaRT{;ksq4}vtzLW`5llS zCI1)Q{SBT|)+a~t+LVq)Oiu+22N)gagqdsBCYre7Wc{3PdA!@F+qPc8ng?8Bx$t7S z>)7GnvBJOqZGDs}JQOG%b>sJ?;`cS<@9Xk5QPJ2Q=wEHtWHd*0qM~?&Us6dpvyy#A zN3JMixdYX0MlOU(ZGND$61Ty&;+ix-ur1=hxrG2WTZ9}c6?()yU_}-eq�N z*>vv7rSD!Ct6&z~Dx0EE$Sa-;5?9oS@pl1iO7w`5;N3f335X{iN+H9 z;bLiU@i&ZcM{GS&eEhHJFpy=N!OTYeyHQr+f--;Xi2+19IORp5X!Nxg0TTav8!4FZ zpFTG_O4$s1y|zI3Zv9f5w|q7tEd98cbL!%dba}2I;x0E4N3t6^@p>F*#xq7mmL6Uh>sw_cDrB=q;hWL{;^tPPVNNn9BG*Pej1GX>hlw-{!O!lI_S6knN{1pw#K{Q1*dleb&eMJ2=lRM9x^mTir=h+X^n ze%p?l(NgkZVC{>gOvp%wqIRhih9sYI*?7T;wB~L;_y~W?)wi{9)y5M1BONvJ6i;cP zJj4Yj{xF^lplnl^`k+5FC@YkQ@E_$L$Fu=$P0h(o^tH=YoeC;HJ-~mR%rcEp($zSv zF+|Lyfs(FY@Db3(WL)t65JRJcA$HtKD9uvAt+D9tz;t}qd1BM%`%IT-$ZO^=@c*fw zy{++A@(H){{@`!rk3{Kr_>gMRSU*xD)*CRu7HuXC>950EPh013yTKjjraGh&4_YP?Id_jMke>@nu!6ZaE( z29Z2?PNw%GC&Gjh=`Y1hET+%5n8&0Q-$}(3-Q<(A$QUS4Trepkwxii4wGu16gPg8d z>1K7uRwxK#x*HXs%I;36*UaT`nLx(8%#8RvOFDMK_EQUvpT(5VAhcN)lDMv~lQNar zz2m#mGZ69_w8}~?2|gEaUxsLwW;F36R*Wji{pBzxs*^aIF`?#BAn8aAe*LN5f=jjX zfJH8tV?RG{i9cO@NPYYqZ19qW6szY<3(DXZ4{Pf=s9L5_K_j@s1P3vv+hhAoWS-)_ z4V#LFHaJX72RJ|LjmrD7rRy~x+B8s#Y7n47!@Da>{-4*-^eZ0ia8CIWEypi)mp`k8 zob5~LYEcpke5z2}n!h}4Y1fM0EW@7Z)WS!HcLP8}NBs4v zS=cp(LFhRedjDX++utwef}ut?t}h)0E7#&SRWm>ajf7Che-rtIvZM)f@Y0iD=mIu9 z8nXN5DIhQ?mXp8LFrz4aURjbmY@Cr&nNeC>@`p?_NbAh3*f5wbyoRJ_F0g%mAwL^l zXPW;V;rI}MQmJqx&zV(SdO&|dQWEi{iu1>L zL_fueOCBw3fL%Gb$fktNXVzimTDtrquKKSgs@S*;E*rO#8Nk7e^8Cvp{@^o0s2D%L z-!Xq++YsRX&`YZ3;By0w?+Tebr9(zghsln?T8 zr@;mT_KmxWB`8$S&mA9@M$RalX+9;#yTnX(78a$%zs6O7IiyTg!z~C;;gYWxsI(op zBz=3g()#N=(xKOurg)+E$dPh$q1R*?qK3+CohASgG-6!nT2KQ&tb^WQtBUzhsl z1Poa&S{Xt`RD=lRwQ7YGA+5)jq+_fec%FL%bDKZ5hpubB8ci%mRp50l_np*mXhWK7 z7aq&$-c+`#eAuA`RC>6%LwbJ@m-IYW)Fx>gWY;_>l_|K}vN9?l-okXnlbKc@x4*%Q zq};JvOYFr@>~&X1HCIA4SNqfM$#G{2ac8>j*uCGeGuyHAQRjXRV3iYVpVp>&XJV|%7B4^DS>CZ1TMOAf-Z}sn_E@cw4R?-IQi(Am4oT+WzZ6K~vKtwDPO=rv5 zBNdua`FzdixLC~Rq+;w68etA)38sftRpwxNJf}uSC~Y2^b0{- zDXH0X(pJnQwqCPWL_zf)&fi{^D<3UyjFv?{JDApfN>=8W>!7J#@NCYq(Ood7{M~V2 zv8V%V)^yu)f5=tAkViv_9N`mq%B7TT7}ki8otpP1p-}^CCegL_ji&wIY7wa;AJvJw zDzNNx3hTmO7MH{~X0)Qrk$;UtZbINh&u`K$=;5rqPS#9S)7)^o7NieAW`EF8L%daQUqC{zc3aL2w}V!lx!!;z*^ zC#F|5bCAMIRhyv=v1u}0Xvb>VsPg;J!(%q__u&)!h_h=1S^F|Aa?cf|_D}-Sd&_xT zPY6|P167kEja@$Yo|)3-2Er40t>=@xe|88|ZQlY20lPC}a_IT1m!%pVv^CKHWCK%T(RI$U_g#-D#Gq(Xs}(jrqgsY05X+0a^>qeyWF<2$LE~ zfeZIW^4CN|eWi$9)w=04FaH5P_&C2!<^F_t#E!Ob<3x8>nEhZyL>&akbXX|*P(=;Z zDBuY#)Nvl7ECBHGlG$H+*ncKaZ&<4VY{Uo)q76((cV>`6h!~iLlasVUZ1Ss3IWx2; zRIb6PmPvF;T9(N^pJ{o|D@`X_5~+oYDDZ7W1xj{LM^pChnjMv{#$t;d#yKsS^OM8m zrjqbuwa9w59d|_MnC3ZWE@C( zj8&TZJ3u61@Z^L9UIgyB{VFKhbK5@l!|C_IUo*{~M6REHpSrJtV*V)EPvZw({9}`C z9T%y?gy#Xw@$|rU`9eH7q?Q1R(Q^v2U>s-akU~>acR8&FebY1%&82f;Lo7}hB%7`x z5f_jSjZiMX=O%&N;LZ~WYB4c-H@E)Sj zk7;BKnVGY2!oVN7qV-b9K|)ni5u^TL?9f`(9;8^7%Hczu5*m@%9a*tolM8rt&5DE=J8UMoh5Q%|r;+BT%KJz=l zI6_$+nLubK1UaZ?$R!&VDwki`qy(WAd@%9d5=aL&L6U50Nfn&aizhPrreC4uEXo+7 z*~2Nvn6GToS2;3yE#aQD5q#XH029e}_U|XYp>rsrsBP7J-Q9K?VinfX`^4E}@zq@Z zm9J+jUU`2nk3F2kDQeAPGdk^e@0pCGJSvcJ_0nuIZ+WQ%eL>V=se~ng_**TTG53+7 z!;(}LIytJx&ZS};=Ba#AzRnnu690~qCB9sOmGy<4%_LRRp0MZaaQ|!{gMcjmbk|J9 zH)cfccY=;RCrQ8Zx#VGySO8{IT+Xx_bNNH<`rx0OIHwU4U=5o%iWZtlAeD?F@;O4 znOXd>P?jmqG(Z|o->f}|q~{uYNRn4QL!1}6;MQX%tZ1C@g1WpvVr_yd4Gs-tQMfjs z>%Drze@ZZ@JJYO9etD0g=DEj2KUc@y-K_+v<`w%68Tv1zKeS1!}3Cw`+ry!fK71 z>I=-TBok-CMwAU{>XCOi#DvdxOVIXqcKl``-={IYJ*9JkT^S4e2XgXef+&0U@-QOa z9EM&SyrUnXTFWYLR!`r1w95Biyh8Xs%wi9EuMT+MH^)9TgG~?=Ls%o0Jp6m$mC&Yg zr5StPNbGEH@0cZWLNDwWFk$da_;PW`P^^1v11Wq+w;WI_&(8Kr-C`s2^W@Y9@5ffY z$Tl~AP6l)tA8Z)Z3o}E>C+&!ji2~v0-S+7)27)^YssB$a&mIre_I)IzB&Eppty9ua z%$c{D33*2vG~RDx<_wcDGtCT!Qs}|Wqulh8B9}ywq#}vJtzVK?Poi>56zSnn+`8X= zP`B>)-tX`C`F-yB=j^lAS!=Jg*WPRIv-dhHNl>{rRT9kd)!BFBfymNO_t>#5bpe?p z#xtvf@nPxYQdVm{E6z>s@Hc*YdXO{-9lyHLv8lZq-Y5XR?CavY6;aV@VEvrGouQF69YntG8tg zo_a1=shzOvbyI$kPV2U@pBu_;XZ~v1d4r=h*7J6;?h{dQVMRTWo|520y=v84ym*jj zq7#>#&{lX$pfkvGZ0aRx6-HJ1>=_;U;>X>!zX>WN>Y|&RQ$dHRJJ8rl5QjKV-i+4O z78trHb>}0$>zf;v{tQVyXKMO6XzxOmg zAoX?n{x|FKFK;Hro2*NJJPbW8ySuJ^!@_-g)k=4L*s`y)PRXyW@y>?6HJav&G_7Eq zzgBmwQpWPxYt&@XCtDRGXY}0i(^XV)KdIc)cl~HEeq7U&^o@R?B#AgLQ4(OyI@&)(;YR*1r;zK6(xdC z@zMnmF!(Ll>53`U*|B`ljO7BOJEL`Pf4n!1Mt<=x>+UBxxvO^jvyQ|is~aahwlXnl zJ3iY3YrmwSeZ$DXmYSvO#+swjm+CI=3SKZPXDF=^@s*mVy>+Bt&s?~r_ru34(*y0F z=IbS79njh8eY=FbajMAtQ1HBW+M!w}^}I6^cyFbPIwd?{wm!7hv)6hRJ6BSa@~I%uElKXohO*EHxd~B9EyZ#N z6%ALp8CjHV#@282J`|~%(>bxay0_MP9Fy7>UE8pFdrDv3Lc!Lk@#B6~2cy|Txx4(A zIL>lraP79An472*zn|9hZU*CGciipH7i%7Esr4_p^>ipPw!a&(JIC~xetz@YX|ETy z-tF^q)ld2S=z=0HaBMcuHg)lHgOAkTZs$cdsm?p(*R1evewtZ2rR}a`SZ|e+wpvM< zpFu-rbk8|7I@Yy)y~pY(B`=zAR#QWqai!R+EdKsvZiT{~ALKWhn^);(gJN>*8NU5)M&;)0`-O&*G@UsCH7m5YZA)8t{z%d_ z@4asrXNC@WL~Ad)*kx~Y)KAwDNV^Ti((ZI@D9JRJ-I)6sgo=;iNNwfELZ^PTYw;U){b}Xi;)Wvh$4tHj+ zY)m7St=vw^^Gka2H8|n?^1eFKr~J2+<>Q_5VjVB{-QG-}+5Oca1IlFuLF0v+%FDy< z?806O)#x}_cVS5Vrf=CTJ`w!vj-i#Ai$AP*W374Rp>6)i z=E%h_uSpu)lG6_m3h_HX59tQJIznpb-L!j7kL$5e94+tD@I#hEoNdYc8*d_tZWzuk#W@G#H-XC+7jQ|kc0*o zhk$_)PR#J7`){-(3*L=O4|kCI`5Gs8RV(M~we?{n5k0Gi&kj zThBf)FpS;X=MYzLC#ZN$%IY0SZRxkLjxO&yuFcV}-kEzf=p8w8YF-Lc6$zoBlMW{P55{rWS`Jwul~7dEfx6DVq@H&PlJ6cYz- zFl$Ek)RsG#aL%tO%`M3Sji1XfRM&@pSiw+(*)rLa!y0!FDimb61kl|$y&IM8Ei)Ck z#VO~;=eoHazD6|2_?36sz`wC0Z|RMx2&ydg_rZIVn|0Q18rczhZmmM5(b6aUzxn#> zKCBVAua>3Vl*$`0=zm?{1uiNKOw|aP0RbNHqD*Bwxp1&>3^U#v+RW%vZf)T&tw2}^dvW{ZCO!o zPNz&AuiILiznUpmgqiH-Yg>r&ww7qX;vzY)L-y-@FUIo^<7#1AI|$icB&cx4PpeZp z30|q@#hspect2efYMXbB>3icT>6MxL8S9%WyH8GEHC(fH|Qt90twVTUWzq`6KE7Pv*uVA`Wy&;*j z_C)eKKIMb+@fWy(&n}avIPV6`Gh{~hh048ha-UMcd0F#>xaCU&6%>+JPf1=q5|NE= zhHYj!_B#(QA9lP~exno)*6T8WPS?Fysiz7{N}7~U=MPGB{dK5sW1+k&KnV16gDJXLMFRJW^AZ*}nZM zh?~3+w~mzW(pb1<#H0PZaom@mH=bUcoi~49h`#KRtxfK+*F2BGye?|OjvK$7fx3py zKW2s5Lvb-bCx8)T*|4e^>d?64&#GvS)XdxRHbQhwIqgi}DdF{qj8>`so~;L(fA5wy z3LnarWLtc27w^B5S%7usGR_)gTnX7Z=cvk#%6t&N>Ak1N&dz(mD|-7~o5xdLV9C6@ z7(Wn&diw|Y+p)1AVwSiR{MXVPDIgzI&vtsaTgj?oX-zB|>bZ4kVbi>xbJ_Y@y}8qO znklYJF^}JL(jYOEx9MKCL}}aOr31^u`jCM6KV6WH5{&MIwRKp7@b*;a`w#E6l81gT z8zL^Nc(v}jul=%$j`xsF8}=vF#Qev;eO~RwKR$c?GJ)Pm7GC70^-p-GB|%CQu)rQu zl{1C1AFDUd2L};o?7??o2mztkniECZon+0oqqL*{8nPIOax%tjW@H@`H~v3g%IqD$fSVIMkZbBGC@k4q_7nNYCOuEsRHs6!dBoJFqA-OKEnynlz3jASg45qBadr36AGY|~{{%=Na* z&=+KMS(qpc7y*)n@dXmP%oH<0LI-6O3}c{)SEQk)7*B>XBozwzp*$%>z|ydIBRtU% z;)+>eNTg643gNL73}7kdaOq6Y{U#ZLCsRy_R4SswaAag8Hj;=Hii2T1jYflU1eicD z0&f^eq6AWw%t#>71@%n`!t?w}CXiq!WWutAVKC1V#$$2tmx`=`I%1wk$`cA8v|?6} zFkEVi!4pX=5(h^!LMUvU5gw1Qjd0*H;vifWo6RN=DJ;^Lnnd47_+3>10qP=xCIBTm z7+RcgHX=5~Scs)OE+T{0h6p9n$?730mQ2FHQ`-LnLII2Ywf+Dx*#HnI(HWpua-*z) zTQJ2CaCm|dj$(vEH3K*+kZlxXAN@1V%;YOlD0T(rH2XV!Ak>L?hJVQ9x>i5LvJwU8Yi2E3QO_5acA|DcsP?5|>q!o~cFp3Pyy2p>Tu zk^n>Dft(yRohuZFu|U6Mi9~$hTF~wagHDApGXY2`Ps&HkCdQ2gUpiUf^U!fX=d%RC zrWn~ozYXV0F=ntx%!>dfg{5I4SSrF1I5aW~M-AW-2uJ{lj3WdD8I!01K?oJ0fe}C? zQH-%7$)vIPJhREdL@n?iHUEVvCqQ5n1FOPceT10`^bcMC9HT!RBbW|MF_Ea-1Eufh z-fx`imtm~`cfH;K%!la60VYDnj=nV=9auODjs)&xJO$vvsQWwA1gTK0&#-V^Z((T& zxrQJRgCz~|01i@O2-yqRSjZg_OHhAhjKveNI4qe$f_(LvfIB|O*8mGSi4ZZU9!xea zQ4%Q`V|0J6v?ZdjnFE7~#j|9@T1;OqP> z6C+#|9E2yTpe}gwf+%D%kqmL6Nf-fVYz*dN^nwImU<48wtVh0w;f(QMy8jc5OaYVp zcQEh()czhuz>$gnNlPVxg~)fb1RU)zU{oqt>-_mW{D08mafH8sQNgm{3$0Yl;_(qN zNEr>mF1%<2v