From 8ae48454e8d7270e30bb2e88e276bcc08dc5c107 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Fri, 8 Dec 2023 13:35:39 +0100 Subject: [PATCH 1/6] Set up latex structure, and change filename in make file --- latex/Makefile | 2 +- latex/references.bib | 96 ++++++++++++++++++++++++++++++++ latex/schrodinger_simulation.tex | 92 ++++++++++++++++++++++++++++++ latex/sections/abstract.tex | 7 +++ latex/sections/appendices.tex | 7 +++ latex/sections/conclusion.tex | 7 +++ latex/sections/introduction.tex | 7 +++ latex/sections/methods.tex | 7 +++ latex/sections/results.tex | 7 +++ 9 files changed, 231 insertions(+), 1 deletion(-) create mode 100644 latex/references.bib create mode 100644 latex/sections/abstract.tex create mode 100644 latex/sections/appendices.tex create mode 100644 latex/sections/conclusion.tex create mode 100644 latex/sections/introduction.tex create mode 100644 latex/sections/methods.tex create mode 100644 latex/sections/results.tex diff --git a/latex/Makefile b/latex/Makefile index 77f8d57..e17d9df 100644 --- a/latex/Makefile +++ b/latex/Makefile @@ -1,4 +1,4 @@ -SRC=ising_model +SRC=schrodinger_simulation PDFLATEX=pdflatex BIBTEX=bibtex diff --git a/latex/references.bib b/latex/references.bib new file mode 100644 index 0000000..a8cc3b3 --- /dev/null +++ b/latex/references.bib @@ -0,0 +1,96 @@ +# Schrodinger and Crank-Nicolson + + + +# Math and statistics +@book{lindstrom:2016:kalkulus, + author = {Tom Lindstrøm}, + title = {Kalkulus}, + publisher = {Universitetsforlaget}, + year = {2016}, + edition = {4} +} +@book{gjevik:2014:appendix, + author = {Bjørn Gjevik and Morten Wang Fagerland}, + title = {Feltteori og vektoranalyse}, + publisher = {Farleia Forlag}, + year = {2018} +} +@book{springer:2012:modernstat, + author = {Jay L. Devore and Kenneth N. Berk}, + title = {Modern Mathematical Statistics with Application}, + publisher = {Cham: Springer International Publishing AG}, + year = {2021}, + edition = {3} +} + +# Python libraries +@article{hunter:2007:matplotlib, + author = {Hunter, J. D.}, + title = {Matplotlib: A 2D graphics environment}, + journal = {Computing in Science \& Engineering}, + volume = {9}, + number = {3}, + pages = {90--95}, + abstract = {Matplotlib is a 2D graphics package used for Python for + application development, interactive scripting, and publication-quality + image generation across user interfaces and operating systems.}, + publisher = {IEEE COMPUTER SOC}, + doi = {10.1109/MCSE.2007.55}, + year = 2007 +} +@article{waskom:2021:seaborn, + author = {Michael L. Waskom}, + title = {seaborn: statistical data visualization}, + journal = {Journal of Open Source Software}, + volume = {6}, + number = {60}, + publisher = {The Open Journal}, + year = {2021}, + doi = {10.21105/joss.03021}, + url = {https://doi.org/10.21105/joss.03021}, + pages = {3021} +} + +# C++ libraries +@misc{openmp:2018, + author = {OpenMP}, + title = {OpenMP Application Programming Interface}, + year = {2018}, + url = {https://www.openmp.org/wp-content/uploads/OpenMP-API-Specification-5.0.pdf}, + urldate = {2023-10-22} +} +@inproceedings{gabriel:2004:open_mpi, + author = {Edgar Gabriel and Graham E. Fagg and George Bosilca + and Thara Angskun and Jack J. Dongarra and Jeffrey + M. Squyres and Vishal Sahay and Prabhanjan Kambadur + and Brian Barrett and Andrew Lumsdaine and Ralph + H. Castain and David J. Daniel and Richard L. Graham + and Timothy S. Woodall}, + title = {Open {MPI}: Goals, Concept, and Design of a Next Generation {MPI} Implementation}, + booktitle = {Proceedings, 11th European PVM/MPI Users' Group Meeting}, + address = {Budapest, Hungary}, + pages = {97--104}, + year = {2004}, + month = {September} +} + +# Miscellaneous things + + + +# Profiler +@online{scalasca, + author = {M. Geimer and F. Wolf and B.J.N. Wylie and E. Abraham and D. Becker and B. Mohr}, + title = {Scalasca}, + url = {https://www.scalasca.org/scalasca/about/about.html}, + urldate = {2023-10-24}, + note = {Tool to support performance optimization of parallel programs, measuring and analyzing runtime behavior.} +} +@online{scorep, + title = {Score-P: the Scalable Performance Measurement Infrastructure for Parallel Codes}, + url = {https://perftools.pages.jsc.fz-juelich.de/cicd/scorep/tags/latest/html/}, + urldate = {2023-10-24}, + note = {Tool suite for profiling and event tracing.} +} + diff --git a/latex/schrodinger_simulation.tex b/latex/schrodinger_simulation.tex index e69de29..445d00f 100644 --- a/latex/schrodinger_simulation.tex +++ b/latex/schrodinger_simulation.tex @@ -0,0 +1,92 @@ +\documentclass[english,notitlepage,reprint,nofootinbib]{revtex4-1} % defines the basic parameters of the document +% +% For preview: skriv i terminal: latexmk -pdf -pvc filnavn +% If you want a single-column, remove "reprint" + +% Silence warning of revtex4-1 +\usepackage{silence} +\WarningFilter{revtex4-1}{Repair the float} + +% Allows special characters (including æøå) +\usepackage[utf8]{inputenc} +\usepackage{fontawesome} +\usepackage{multirow} +\usepackage[table]{xcolor} +% \rowcolors{2}{gray!15}{white} +% \usepackage{tabularx} +% \usepackage[english]{babel} + +%% Note that you may need to download some of these packages manually, it depends on your setup. +%% I recommend downloading TeXMaker, because it includes a large library of the most common packages. + +\usepackage{physics,amssymb} % mathematical symbols (physics imports amsmath) + +\usepackage{graphicx} % include graphics such as plots +\graphicspath{.images/} +\usepackage{xcolor} % set colors +\usepackage{hyperref} % automagic cross-referencing +\usepackage{listings} % display code +% \usepackage{subfigure} % imports a lot of cool and useful figure commands +\usepackage{subcaption} +% \usepackage{float} +%\usepackage[section]{placeins} +\usepackage{algorithm} +\usepackage[noend]{algpseudocode} +\usepackage{tikz} +% \usetikzlibrary{quantikz} +% defines the color of hyperref objects +% Blending two colors: blue!80!black = 80% blue and 20% black +\hypersetup{ % this is just my personal choice, feel free to change things + colorlinks, + linkcolor={red!50!black}, + citecolor={blue!50!black}, + urlcolor={blue!80!black}} + +% Biblio stuff +% \def\biblio{\bibliographystyle{plain}\bibliography{../references/references}} +\newcommand\numberthis{\addtocounter{equation}{1}\tag{\theequation}} + +\usepackage{xr} +\usepackage{subfiles} +% \externaldocument[M-]{\subfix{main}} + +\begin{document} + +\title{Simulating the Schrödinger wave equation using the Crank-Nicolson method in 2+1 dimensions} % self-explanatory +\author{Cory Alexander Balaton \& Janita Ovidie Sandtrøen Willumsen \\ \faGithub \, \url{https://github.uio.no/FYS3150-G2-2023/Project-4}} % self-explanatory +\date{\today} % self-explanatory +\noaffiliation % ignore this, but keep it. + +% Abstract +% \subfile{sections/abstract} + +\maketitle + +% Introduction +% \subfile{sections/introduction} + +% Methods +% \subfile{sections/methods} + +% Results +% \subfile{sections/results} + +% Conclusion +% \subfile{sections/conclusion} + +\clearpage +\newpage + +% Appendix +% \subfile{sections/appendices} + +\clearpage +\onecolumngrid + +\bibliographystyle{unsrtnat} +\bibliography{references} + + +\end{document} + + diff --git a/latex/sections/abstract.tex b/latex/sections/abstract.tex new file mode 100644 index 0000000..8013794 --- /dev/null +++ b/latex/sections/abstract.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\begin{abstract} + +\end{abstract} +\end{document} diff --git a/latex/sections/appendices.tex b/latex/sections/appendices.tex new file mode 100644 index 0000000..db71d54 --- /dev/null +++ b/latex/sections/appendices.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\appendix + + +\end{document} diff --git a/latex/sections/conclusion.tex b/latex/sections/conclusion.tex new file mode 100644 index 0000000..34c3edd --- /dev/null +++ b/latex/sections/conclusion.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\section{Conclusion}\label{sec:conclusion} + + +\end{document} diff --git a/latex/sections/introduction.tex b/latex/sections/introduction.tex new file mode 100644 index 0000000..1f9346e --- /dev/null +++ b/latex/sections/introduction.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\section{Introduction}\label{sec:introduction} + + +\end{document} diff --git a/latex/sections/methods.tex b/latex/sections/methods.tex new file mode 100644 index 0000000..43bab2b --- /dev/null +++ b/latex/sections/methods.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\section{Methods}\label{sec:methods} + + +\end{document} diff --git a/latex/sections/results.tex b/latex/sections/results.tex new file mode 100644 index 0000000..c0c702d --- /dev/null +++ b/latex/sections/results.tex @@ -0,0 +1,7 @@ +\documentclass[../schrodinger_simulation.tex]{subfiles} + +\begin{document} +\section{Results}\label{sec:results} + + +\end{document} From b7486a9564574db7e42439d75e40bf3aaa851325 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Fri, 15 Dec 2023 16:17:33 +0100 Subject: [PATCH 2/6] Add draft for report, with a general setup of theoretical background and methods. Not ready for review! --- latex/draft.tex | 209 +++++++++++++++++++++++++++++++ latex/references.bib | 67 ++++++++++ latex/schrodinger_simulation.tex | 17 ++- latex/sections/appendices.tex | 41 ++++++ latex/sections/introduction.tex | 7 ++ latex/sections/methods.tex | 24 +++- 6 files changed, 363 insertions(+), 2 deletions(-) create mode 100644 latex/draft.tex diff --git a/latex/draft.tex b/latex/draft.tex new file mode 100644 index 0000000..50be835 --- /dev/null +++ b/latex/draft.tex @@ -0,0 +1,209 @@ +\documentclass[./schrodinger_simulation.tex]{subfiles} + +\begin{document} +\section{Theoretical background}\label{sec:theory} +% Introduction? +The nature of light has long been a subject of discussion, from the 1500s +and the invention of microscopes, through the 1700s where both a particle theory +and a wave theory. In the late 1600s, Christiaan Huygens proposed the wave theory of light, +which was challenged by Isaac Newton's particle theory. The particle theory made +was the leading theory in the beginning of 1800s, when Thomas Young demonstrated +the interference of light, through his double-slit experiment, the wave theory found +new hold. + +In the 1800s, the study of ideal black bodies done by Gustav R. Kirchhoff, lead to a +better understanding of heat radiation. Wilhelm Wien started working on determining the +spectral energy distribution, and Wien's law. The law did make sense for high frequencies, +however, there were inconsistencies when frequency were lower than a certain value. +Wiens law led to an exponential curve, which disagree with the law of conservation. + +Max Planck guessed a result which led to Plancks radiation law, which he later derived +using Boltzmanns statistical interpretation of the second law of thermodunamics. +Plancks findings gave rise to Einsteins quantum hypothesis, and later the wave-particle +duality \cite{britannica:1998:planck}. + +For small atoms classical mechanics are not able to explain the position of a particle, +and Heisenberg uncertainty priciple suggest that the particles have a wavelike behavior. +The wave-particle duality was later proposed to apply to particles by Louis de Broglie, +which inspired Erwin Schrödinger who proposed a wave function to describe the quantum +state of a particle, resulting in the wave equation. + +% Methods? +% Schrödinger +The Schrödinger equation has a general form +\begin{align} + i \hbar \frac{\partial}{\partial t} | \Psi \rangle &= \hat{H} | \Psi \rangle \ , + \label{eq:schrodinger_general} +\end{align} +where $i$ is the imaginary number, and $\hbar$ is Plancks constant. Here $| \Psi \rangle$ +is the quantum state and $\hat{H}$ is a Hamiltonian operator. +For two-dimensional position space, the quantum state can be expressed using the +time-dependent complex-valued wave function $\Psi (x, y, t)$. The square modulus of the wave function $|\psi|^{2}$, predicts probability of finding the particle at position $(x, y)$ at time t. +% Segue to Born +The modulus of the wave function, is related to the probability density function +\begin{align} + p(x, y \ | \ t) &= |\Psi(x, y, t)|^{2} = \Psi^{*}(x, y, t) \Psi(x, y, t) + \label{eq:born_rule} +\end{align} +using the Born rule, where $^{*}$ denotes the complex conjugated wave function. +When the potential is time-independent, the Schrödinger equation can be expressed as +\begin{align*} + i \hbar \frac{\partial}{\partial t} \Psi (x, y, t) &= - \frac{\hbar^{2}}{2m} \bigg( \frac{\partial^{2}}{\partial x^{2}} + \frac{\partial^{2}}{\partial y^{2}} \bigg) \Psi (x, y, t) \\ + & \quad + V(x, y, t) \Psi (x, y, t) \numberthis \ . + \label{eq:schrodinger_special} +\end{align*} +When we scale Schrödinger equation by the dimensionful variables, we are left with +a wave function $u$, potential $v$ and the dimensionless equation +\begin{align} + i \frac{\partial u}{\partial t} &= - \frac{\partial^{2} u}{\partial x^{2}} - \frac{\partial^{2} u}{\partial y^{2}} + v(x, y) u \ . + \label{eq:schrodinger_dimensionless} +\end{align} + +% Crank-Nicolson +To evaluate the position of a single particle, we have to consider partial differential +equations (PDE). To solve these numerically, we have to discretize Equation \eqref{eq:schrodinger_dimensionless}. +We use the Crank-Nicolson method (CN), which combines the forward and backward finite +difference method. % +% Include the general $\theta$-method +Using the $\theta$-rule \footnote{For $\theta \in [0, 1]$ we can derive Forward Euler using $\theta = 1$, Backward Euler using $\theta = 0$, and $\theta = 1/2$ gives Crank-Nicolson} +with $\theta = 1/2$, CN can be written as +\begin{align} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \ . + \label{eq:crank_nicolson} +\end{align} +To simplify notation and avoid confusion of indices with the imaginary number $i$, +we have used the notation $\ivec, \jvec$ in subscript to indicate the commonly named indices $i, j$ +in x- and y-direction. In addition, the superscript $n, n+1$ indicate position in time. +We use CN to derive the discretized Schrödinger equation +\begin{align*} + & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ + & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ + & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ . + \label{eq:schrodinger_discretized} +\end{align*} +The full derivation of both Equation \eqref{eq:crank_nicolson} and Equation \eqref{eq:schrodinger_discretized} +can be found in Appendix \ref{ap:crank_nicolson} + +First, we Taylor +expand the wave equation $u$ around (position and time). + + +\section{Notes}\label{sec:notes} +\subsection*{Introduction - draft 2} +In classical mechanics we study the kinematics and dynamics of physical objects, +ignoring its intrinsic properties for simplicity. It allows us to describe the +forces acting on an object as well as the motion of the object. We can describe +a planets orbital movement \cite{britannica:2023:kepler}, calculate the ... necessary +to launch satellites into orbit, or simply figure out where a ball is going to land +when you throw it... However, when want to study an object at a microscopic level, +e.g. a single atom, classical mechanics falls short. + +Thomas Young first performed the double-slit experiment in 1801, to demonstrate +the principle of interference of light \cite{britannica:2023:young}, postulating +light as waves. In the study of blackbodies, scientists were not able to describe +the radiated intensity of increased frequencies using classical mechanichs, as they +contradicted the principle of conservation of energy \cite{britannica:1998:planck}. +Max Planck assumed that the radiated energy consist of discrete values, or quanta, +to describe the peak in radiated energy. + +Light as particles -> waves -> particles/packets +Erwin Schrödinger wanted to find a mathematical description of the wave characteristics +of matter, supporting the wave-particle idea. He postulated a function which varies +with position, where the function swuared can be interpreted as the probability +of finding an electron at a given position. + +\subsection*{Introduction - draft 1} +In classical mechanics, we study the motion of particles at a macroscopic ,using +physical laws such as Newtons second law. These laws and concepts were used to solve +the motion of the planets. + +However, when we zoom in on a single atom, at a microscopic level, classical mechanics +are no longer sufficient in describing the motion of particles. That is, elementary +particles do not behave in a way which can be described using classical mechanics. +Introducing quantum mechanics, where a quantum is the minimum amount of something, +such as an elementary particle of a given field. + +Beginning with the study of blackbodies and radiation, radiated intensity as a +function of frequency, contradicting the principle of conservation of energy. Max +Planck derived an equation Plancks Law, electromagnetic energy takes the form of +quanta (discrete packets now known as photons). Energy of the photon is equal to +plancks constant times the freq of light. + +Thomas Young first performed the double-slit experiment in 1801, to demonstrate +the principle of interference of light \cite{britannica:2023:young}, postulating +light as waves. + +In the 1860s James Clerk Maxwell predicted that light waves consisted of coupled +electric and magnetic fields. + +Erwin Schrödinger wanted to find a wave equation for matter when classical mechanics +fell short, the wave function. The wave function squared can be interpreted as the +probability of finding an electron at a given position. Schrödingers equation can +be solved for the hydrogen atom, wave equation of the energy levels for a hydrogen +atom. The time-dependent equation also shows how a quantum state evolves with time +\cite[p. 81]{wu:2023:quantum}. + +\subsection*{Research material} +Simulating the double-slit experiment requires solving partial differential equations, +when the number of spatial variables increases so does the complexity of the problem. + +Crank-Nicolson set out to find a numerical method to solve the diffusion equation, +with a higher stability than the explicit and implicit schemes. Combining both schemes, +they developed a finite difference method where a solution is stable for all dx and dt. + +To solve equations, such as Schrödingers, numerically, a discretized equation is +derived using difference methods of explicit and implicit scheme. + +Distribution of particle position. +The wave function can be interpreted in several ways, not unity in agreement, does it apply to one electron, or a system of electrons. Use to find probabilities of measurements. Probability (squared) of finding the electron at a given position, need to do measurements many times for statistical reasons... + +energy defined in quanta, photoelectric effect + +Applying the wave-particle duality to matter, allows us to analyze the behavior of elementary particles more accurately. + +Heisenberg uncertainty principle + +diffraction and interference, describing waves through double slit experiment (Thomas Young). Diffraction pattern where light interfere constructively result in bright spots, whereas destructive interference result in dark spots. + +Path difference: distance between the center of each slit times sine of the angle between the point on the screen and the slits. + +Progress in quantum mechanics without knowing how it works! +- Quantum is the minimum amount of something, elementary particle of a given field, smallest unit of excitation in a fundamental field (inject energy). +- Planck: father of quantum mechanics +Quantum mechanics (MIT open course ware): +- superposition principle: an object can simultaneously appear in two different places or have two different velocities \cite[p. 3]{wu:2023:quantum} +- quantum randomness: the outcome of a measurement is random when a particle is in a superposition of two positions. +- electron color: black or white, hardness: hard or soft +- Identical particles: an absolute in quantum mechanics, two particles can't be distinguished from each other. +- Wave-Particle duality: Electrons are waves, and can form standing waves around protons. +- Schrödinger equation: wave equation of the energy levels for a hydrogen atom. It also shows how a quantum state evolves with time \cite[p. 81]{wu:2023:quantum}. +\begin{align} + i\hbar \frac{\partial}{\partial t} \Psi (x, y, t) &= - \frac{\hbar^{2}}{2m} \bigg( \frac{\partial^{2}}{\partial x^{2}} + \frac{\partial^{2}}{\partial y^{2}} \bigg) \Psi (x, y, t) + V(x, y, t) \Psi (x, y, t) +\end{align} +- $\psi$ is a wave function and describes the quantum state of a particle at time t. The square modulus of the wave function $|\psi|^{2}$, predicts probability of finding the particle at position $(x, y)$ at time t. +- lhs: describe the rate of change of a wave function over time t. +- rhs: describe the variation of the wave function in space. +- eq: describe the relation between the lhs and rhs, formulation of wave-particle duality. + +Partial differential equations +- problems with many variables, constrained by boundary conditions and initial values. + +Diffusion equation: describe the density of a quantity as a function of time, where the flux density obeys the Gauss-Green theorem (div = 0). +Crank-Nicolson: combines the implicit and explicit methods in solving a pde, rewriting the pde as a set of mat-vec multiplications. +Originally the method was derived for the diffusion +equation, however, it can be used for the wave equation as well. + +Wave equation in two dimensions (lec. p. 322), discretize position and time, to obtain +\begin{align*} + u_{\ivec, \jvec}^{n+1} &- r [ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1}] - r [ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1}] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + r [ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n}] + r [ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n}] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} +\end{align*} +Goal: Simulate the two-dimensional time-dependent schrödinger equation, to study a double-slit-in-a-box setup. +% Introduction +The double-slit experiment, interference using slits observe result on canvas. An experiment by Thomas Young to demonstrate the wave-particle duality of light. Electrons are waves as well as particles. + +When we consider an elementary particle, classical physics are not sufficient in describing the particles position in time. We introduce a probability density function for detecting the particle at a given position. + +We can study the quantum state of a particle in two dimensions, using Schrödinger's equation and the wave function. The kinetic energy are found from the partial derivative of the wave function in respect to the position varables. To solve this numerically, we use the crank-nicolson method to discretize position and time, which combines the explicit and implicit method in solving pdes. +\end{document} \ No newline at end of file diff --git a/latex/references.bib b/latex/references.bib index a8cc3b3..cb962f0 100644 --- a/latex/references.bib +++ b/latex/references.bib @@ -1,6 +1,73 @@ +# Double-slit and physics +@article{murray:2020:double_slits, + author = {Andrew Murray}, + journal = {Physics World}, + number = {2}, + title = {Double slits with single atoms}, + volume = {33}, + year = {2020} +} + +@misc{britannica:1999:light, + author = {The Editors of Encyclopaedia Britannica}, + title = {Light}, + publisher = {Britannica}, + url = {https://www.britannica.com/science/light}, + urldate = {2023-12-15}, +} + # Schrodinger and Crank-Nicolson +@book{wu:2023:quantum, + author = {Biao Wu and Ying Hu}, + title = {Quantum Mechanics: A Concise Introduction}, + publisher = {Springer Singapore}, + year = {2023}, + edition = {1}, +} +@misc{britannica:2023:young, + author = {Glenn Stark}, + title = {Young’s double-slit experiment}, + publisher = {Britannica}, + year = {2023}, + url = {https://www.britannica.com/science/light/Youngs-double-slit-experiment}, + note = {Last accessed 2023-12-12} +} +@misc{britannica:2023:kepler, + author = {The Editors of Encyclopaedia Britannica}, + title = {Kepler’s laws of planetary motion}, + publisher = {Britannica}, + url = {https://www.britannica.com/science/Keplers-laws-of-planetary-motion}, + note = {Last accessed 2023-12-13} +} + +@misc{britannica:1998:planck, + author = {The Editors of Encyclopaedia Britannica}, + title = {Planck’s radiation law}, + publisher = {Britannica}, + url = {https://www.britannica.com/science/Plancks-radiation-law}, + urldate = {2023-12-13} +} + +@misc{britannica:1998:newton, + author = {The Editors of Encyclopaedia Britannica}, + title = {Newton’s laws of motion}, + publisher = {Britannica}, + url = {https://www.britannica.com/science/Newtons-laws-of-motion}, + urldate = {2023-12-13} +} + +@article{crank:1947:numerical, + author = {John Crank and Phyllis Nicolson}, + title = {A practical method for numerical evaluation of solutions of partial differential equations of the heat-conduction type}, + journal = {Mathematical proceedings of the Cambridge Philosophical Society}, + doi = {10.1017/S0305004100023197}, + year = {1947}, + volume = {43}, + number = {1}, + pages = {50--67} +} # Math and statistics @book{lindstrom:2016:kalkulus, diff --git a/latex/schrodinger_simulation.tex b/latex/schrodinger_simulation.tex index 445d00f..2c1a92e 100644 --- a/latex/schrodinger_simulation.tex +++ b/latex/schrodinger_simulation.tex @@ -46,6 +46,10 @@ % \def\biblio{\bibliographystyle{plain}\bibliography{../references/references}} \newcommand\numberthis{\addtocounter{equation}{1}\tag{\theequation}} +% Defines indices i and j to avoid confusion with imaginary i +\newcommand{\ivec}{\hat{\imath}} +\newcommand{\jvec}{\hat{\jmath}} + \usepackage{xr} \usepackage{subfiles} % \externaldocument[M-]{\subfix{main}} @@ -74,11 +78,14 @@ % Conclusion % \subfile{sections/conclusion} +% Notes +\subfile{draft} + \clearpage \newpage % Appendix -% \subfile{sections/appendices} +\subfile{sections/appendices} \clearpage \onecolumngrid @@ -89,4 +96,12 @@ \end{document} +% Methods +% P1: Theory, imag i = i, index i, j = \hat{i}, \hat{j} +% P2: +% +% Results +% P7: +% P8: +% P9: diff --git a/latex/sections/appendices.tex b/latex/sections/appendices.tex index db71d54..980e046 100644 --- a/latex/sections/appendices.tex +++ b/latex/sections/appendices.tex @@ -2,6 +2,47 @@ \begin{document} \appendix +\section{The Crank-Nicholson method}\label{ap:crank_nicolson} +The Crank-Nicolson \(CN\) approach considers both the forward difference, an explicit scheme, +\begin{equation*} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} = F_{\ivec, \jvec}^{n} \ , +\end{equation*} +and the backward difference, an implicit scheme, +\begin{equation*} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} = F_{\ivec, \jvec}^{n+1} \ . +\end{equation*} +The result is a linear combination of the explicit and implicit scheme, given by +\begin{align*} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \theta F_{\ivec, \jvec}^{n+1} + (1 - \theta) F_{\ivec, \jvec}^{n} \ . +\end{align*} +The parameter $\theta$ is introduced for a general approach, however, for CN $\theta = 1/2$. +\begin{align*} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \\ +\end{align*} + +We need the first derivative in respect to both time and position, as well as the second derivative in respect to position. Taylor expanding will result in a discretized version, assume this is known... + +Schrödinger contain $i$ at the lhs, factor it as +\begin{align*} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2i} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \\ + &= -\frac{i}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] & \text{, where $\frac{1}{i} = -i$} +\end{align*} + +Using Equation \eqref{eq:schrodinger_dimensionless}, we get +\begin{align*} + u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n} & -\frac{i \Delta t}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \\ + &= -\frac{i \Delta t}{2} \bigg[ - \frac{u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1}}{2 \Delta x^{2}} \\ + & \quad - \frac{u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1}}{2 \Delta y^{2}} + \frac{1}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + & \quad - \frac{u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n}}{2 \Delta x^{2}} \\ + & \quad - \frac{u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n}}{2 \Delta y^{2}} + \frac{1}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \bigg] \\ +\end{align*} +We rewrite the expression, +\begin{align*} + & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ + & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ + & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \\ +\end{align*} \end{document} diff --git a/latex/sections/introduction.tex b/latex/sections/introduction.tex index 1f9346e..5de6f41 100644 --- a/latex/sections/introduction.tex +++ b/latex/sections/introduction.tex @@ -2,6 +2,13 @@ \begin{document} \section{Introduction}\label{sec:introduction} +% Light - particle or wave +% - double-slit, blackbodies radiation +% Position space +% - classical vs quantum mechanics \end{document} + +% crank-nicolson method! +% wave equation \ No newline at end of file diff --git a/latex/sections/methods.tex b/latex/sections/methods.tex index 43bab2b..7a4946f 100644 --- a/latex/sections/methods.tex +++ b/latex/sections/methods.tex @@ -1,7 +1,29 @@ \documentclass[../schrodinger_simulation.tex]{subfiles} \begin{document} -\section{Methods}\label{sec:methods} +\section{Methods}\label{sec:methods} % +\subsection{Double-slit experiment}\label{ssec:double_slit} % +In the beginning of the 1800s, the general view was that light consisted of particles. +However, in 1801 Thomas Young demonstrated the principle of interference of light +\cite{britannica:2023:young}, while postulating light as waves rather than particles. +% Thomas Young first performed the double-slit experiment in 1801, to demonstrate +% the principle of interference of light \cite{britannica:2023:young}, postulating +% light as waves. In the study of blackbodies, scientists were not able to describe +% the radiated intensity of increased frequencies using classical mechanichs, as they +% contradicted the principle of conservation of energy \cite{britannica:1998:planck}. +% Max Planck assumed that the radiated energy consist of discrete values, or quanta, +% to describe the peak in radiated energy. +The double-slit experiment + +\subsection{Schrödinger equation}\label{ssec:schrodinger} % + +\subsection{Crank-Nicolson}\label{ssec:crank_nicolson} % + +% Might be better to move theory on double-slit here and have a subsection of light +% property etc. as a first section or in introduction? +\subsection{Implementation}\label{ssec:implementation} % + +\subsection{Tools}\label{ssec:tools} % \end{document} From 6a04fc7cc6290a74edae205082dbb116dd08ef57 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Tue, 19 Dec 2023 14:50:06 +0100 Subject: [PATCH 3/6] Finish first draft of introduction and method section. --- latex/draft.tex | 389 ++++++++++++++++++++++++------- latex/references.bib | 70 +++++- latex/schrodinger_simulation.tex | 32 ++- latex/sections/appendices.tex | 2 +- latex/sections/introduction.tex | 53 ++++- latex/sections/methods.tex | 237 +++++++++++++++++-- latex/sections/results.tex | 11 + 7 files changed, 688 insertions(+), 106 deletions(-) diff --git a/latex/draft.tex b/latex/draft.tex index 50be835..55ce765 100644 --- a/latex/draft.tex +++ b/latex/draft.tex @@ -2,103 +2,48 @@ \begin{document} \section{Theoretical background}\label{sec:theory} +Scientists have made use of light in devices leading to... + +The use of light have facilitated many discoveries through history. The invention +of the compound microscope, which used lenses to focus light, led to the first +observation of animal cells. And the telescope, which led to a greater understanding +of the universe. + +The nature of light has long been a subject of interest and discussion. Around year +1600 the first microscope was invented, which made use of light through lenses. +The observation made using the microscope led to a greater understanding of the +world at a microscopic scale. However, the study of light itself have led to (something). + +Through the 1600s, the view shifted from particle to wave. % Introduction? -The nature of light has long been a subject of discussion, from the 1500s +The nature of light has long been a subject of interest and discussion, from the 1500s and the invention of microscopes, through the 1700s where both a particle theory and a wave theory. In the late 1600s, Christiaan Huygens proposed the wave theory of light, -which was challenged by Isaac Newton's particle theory. The particle theory made -was the leading theory in the beginning of 1800s, when Thomas Young demonstrated -the interference of light, through his double-slit experiment, the wave theory found +which was challenged by Isaac Newton's particle theory. The particle theory was +the leading theory in the beginning of 1800s, when Thomas Young demonstrated +the interference of light, through his double-slit experiment. The wave theory found new hold. In the 1800s, the study of ideal black bodies done by Gustav R. Kirchhoff, lead to a better understanding of heat radiation. Wilhelm Wien started working on determining the spectral energy distribution, and Wien's law. The law did make sense for high frequencies, -however, there were inconsistencies when frequency were lower than a certain value. +however, as there were inconsistencies when the frequency were lower than a threshold value. Wiens law led to an exponential curve, which disagree with the law of conservation. -Max Planck guessed a result which led to Plancks radiation law, which he later derived -using Boltzmanns statistical interpretation of the second law of thermodunamics. -Plancks findings gave rise to Einsteins quantum hypothesis, and later the wave-particle +Max Planck guessed a solution to the problem, which led to Planck's radiation law. +He later derived the radiation law using Boltzmanns statistical interpretation of +the second law of thermodynamics. +Plancks findings gave rise to the quantum hypothesis, and later Einsteins wave-particle duality \cite{britannica:1998:planck}. -For small atoms classical mechanics are not able to explain the position of a particle, +For small atoms classical mechanics are not sufficient in describing the position of a particle, and Heisenberg uncertainty priciple suggest that the particles have a wavelike behavior. The wave-particle duality was later proposed to apply to particles by Louis de Broglie, which inspired Erwin Schrödinger who proposed a wave function to describe the quantum state of a particle, resulting in the wave equation. % Methods? -% Schrödinger -The Schrödinger equation has a general form -\begin{align} - i \hbar \frac{\partial}{\partial t} | \Psi \rangle &= \hat{H} | \Psi \rangle \ , - \label{eq:schrodinger_general} -\end{align} -where $i$ is the imaginary number, and $\hbar$ is Plancks constant. Here $| \Psi \rangle$ -is the quantum state and $\hat{H}$ is a Hamiltonian operator. -For two-dimensional position space, the quantum state can be expressed using the -time-dependent complex-valued wave function $\Psi (x, y, t)$. The square modulus of the wave function $|\psi|^{2}$, predicts probability of finding the particle at position $(x, y)$ at time t. -% Segue to Born -The modulus of the wave function, is related to the probability density function -\begin{align} - p(x, y \ | \ t) &= |\Psi(x, y, t)|^{2} = \Psi^{*}(x, y, t) \Psi(x, y, t) - \label{eq:born_rule} -\end{align} -using the Born rule, where $^{*}$ denotes the complex conjugated wave function. -When the potential is time-independent, the Schrödinger equation can be expressed as -\begin{align*} - i \hbar \frac{\partial}{\partial t} \Psi (x, y, t) &= - \frac{\hbar^{2}}{2m} \bigg( \frac{\partial^{2}}{\partial x^{2}} + \frac{\partial^{2}}{\partial y^{2}} \bigg) \Psi (x, y, t) \\ - & \quad + V(x, y, t) \Psi (x, y, t) \numberthis \ . - \label{eq:schrodinger_special} -\end{align*} -When we scale Schrödinger equation by the dimensionful variables, we are left with -a wave function $u$, potential $v$ and the dimensionless equation -\begin{align} - i \frac{\partial u}{\partial t} &= - \frac{\partial^{2} u}{\partial x^{2}} - \frac{\partial^{2} u}{\partial y^{2}} + v(x, y) u \ . - \label{eq:schrodinger_dimensionless} -\end{align} - -% Crank-Nicolson -To evaluate the position of a single particle, we have to consider partial differential -equations (PDE). To solve these numerically, we have to discretize Equation \eqref{eq:schrodinger_dimensionless}. -We use the Crank-Nicolson method (CN), which combines the forward and backward finite -difference method. % -% Include the general $\theta$-method -Using the $\theta$-rule \footnote{For $\theta \in [0, 1]$ we can derive Forward Euler using $\theta = 1$, Backward Euler using $\theta = 0$, and $\theta = 1/2$ gives Crank-Nicolson} -with $\theta = 1/2$, CN can be written as -\begin{align} - \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \ . - \label{eq:crank_nicolson} -\end{align} -To simplify notation and avoid confusion of indices with the imaginary number $i$, -we have used the notation $\ivec, \jvec$ in subscript to indicate the commonly named indices $i, j$ -in x- and y-direction. In addition, the superscript $n, n+1$ indicate position in time. -We use CN to derive the discretized Schrödinger equation -\begin{align*} - & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ - & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ - &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ - & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ . - \label{eq:schrodinger_discretized} -\end{align*} -The full derivation of both Equation \eqref{eq:crank_nicolson} and Equation \eqref{eq:schrodinger_discretized} -can be found in Appendix \ref{ap:crank_nicolson} - -First, we Taylor -expand the wave equation $u$ around (position and time). - - -\section{Notes}\label{sec:notes} -\subsection*{Introduction - draft 2} -In classical mechanics we study the kinematics and dynamics of physical objects, -ignoring its intrinsic properties for simplicity. It allows us to describe the -forces acting on an object as well as the motion of the object. We can describe -a planets orbital movement \cite{britannica:2023:kepler}, calculate the ... necessary -to launch satellites into orbit, or simply figure out where a ball is going to land -when you throw it... However, when want to study an object at a microscopic level, -e.g. a single atom, classical mechanics falls short. - +% Double-slit experiment Thomas Young first performed the double-slit experiment in 1801, to demonstrate the principle of interference of light \cite{britannica:2023:young}, postulating light as waves. In the study of blackbodies, scientists were not able to describe @@ -107,6 +52,292 @@ contradicted the principle of conservation of energy \cite{britannica:1998:planc Max Planck assumed that the radiated energy consist of discrete values, or quanta, to describe the peak in radiated energy. +% Reference: https://tex.stackexchange.com/questions/469109/how-to-change-arrowheads-to-lie-on-a-plane +\begin{tikzpicture}[scale=1.25,every node/.append style={transform shape}] + \foreach \x in {-1,-0.75,...,0} { + \draw (\x,-1) -- (\x,1); + } + \draw[fill=black!10] (0.5,-2,-1) -- (0.5,-2,1) -- (0.5,2,1) -- (0.5,2,-1) -- (0.5,-2,-1); + \fill (0.5,0,0) circle (0.05); + \foreach \r in {0.25,0.5,...,1.75} { + \draw (0.5,0) ++(-60:\r) arc (-60:60:\r); + } + \draw[fill=black!10] (2,-2,-1) -- (2,-2,1) -- (2,2,1) -- (2,2,-1) -- (2,-2,-1); + %\fill (2,0.5) circle (0.05) (2,-0.5) circle (0.05); + \foreach \r in {0.25,0.5,...,2} { + \draw (2,0.5) ++(-60:\r) arc (-60:60:\r); + \draw (2,-0.5) ++(-60:\r) arc (-60:60:\r); + } + \draw[fill=black!10] (4,-2,-1) -- (4,-2,1) -- (4,2,1) -- (4,2,-1) -- (4,-2,-1); +% LABELLING + \begin{scope}[canvas is yz plane at x=2,rotate=-90] + \node[circle,inner sep=0.5mm,fill,label=above:{S${}_1$}] at (0,0.5){}; + \node[circle,inner sep=0.5mm,fill,label=below:{S${}_2$}] at (0,-0.5) {}; + \draw[dash pattern=on 1.5pt off 1pt,thin] (-0.5,0.5) -- (0,0.5) + (-0.5,-0.5) -- (0,-0.5); + \pgflowlevelsynccm + \draw[|<->|] (-0.5,0.5) -- (-0.5,-0.5) node[midway,right=-0.1cm] {d}; + \end{scope} + \begin{scope}[canvas is yz plane at x=0.5,rotate=-90] + \node[below left=-0.1cm] at (0,0) {S${}_0$}; + \end{scope} + \begin{scope}[xshift=4cm,yshift=2cm,rotate=-90,canvas is xy plane at z=0] + \fill[white] (0,0) rectangle (4,4); + \begin{axis}[ + width=5.575cm, + xmin=-0.5, + xmax=0.5, + ticks=none + ] + \addplot [samples=1000,blue + ] + {(cos(deg(5*pi*sin(deg(x)))))^(2)*((sin(deg(4*pi*sin(deg(x)))))/(4*pi*sin(deg(x))))^(2)}; + \end{axis} + \end{scope} + \draw[thin,densely dashed,blue] (2,0) -- (6.9,0); + \draw[thin,densely dashed,blue] (2,0) -- +(15:2.5); + \draw[thin,densely dashed,blue] (2,0) -- +(-15:2.5); + \draw[thin,densely dashed,blue] (2,0) -- +(32:2.5); + \draw[thin,densely dashed,blue] (2,0) -- +(-32:2.5); +\end{tikzpicture} + +% Author: Izaak Neutelings (June 2020) +% Inspiration: +% https://courses.physics.ucsd.edu/2011/Summer/session1/physics2c/diffraction.pdf +% https://tex.stackexchange.com/questions/201830/periodic-shading-in-tikz +% \begin{tikzpicture}[ +% nodal/.style={mylightgreen,dashed,very thin}, +% declare function={ +% %xnode(\n,\dn,\lam,\f) = sqrt( (\n^2+(\n+\dn)^2)*\lambd^2/2 - (\n^2-(\n+\dn)^2)^2*\lambd^4/(4*\a^2) - \a^2/4 ); +% xnode(\n,\dn,\lam,\f) = \lam/\f*sqrt( \n^2*(\f^2-\dn^2)+\n*\dn*(\f^2-\dn^2)+\dn^2*\f^2/2-(\f^4+\dn^4)/4 ); +% ynode(\n,\dn,\lam,\a) = (2*\n*\dn+\dn^2)*\lam/(2*\f); +% intensity(\y,\lam,\a,\L) = cos(180*\a*\y/(2*\lam*sqrt(\L*\L+\y*\y)))^2; +% } +% ] + +% \def\L{3.8} % distance between walls +% \def\H{5.4} % total wall height +% \def\h{2.8} % plane wave height +% \def\t{0.15} % wall thickness +% \def\a{1.15} % slit distance +% \def\d{0.20} % slit size +% \def\N{21} % number of waves +% \def\lambd{0.20} % wavelength +% \def\R{\N*\lambd} % wave radius +% \def\Nlines{3} % number of nodal lines +% \def\A{1.6} % amplitude +% %\def\r{0.06} % point source radius +% %\def\nmax{10} +% \def\nsamples{100} +% \def\ang{62} + +% \begin{scope} +% \clip (-\t/2,-\H/2) rectangle (\L,\H/2); +% %\clip (-\t/2,0.7*\a) -- (0.6*\L,\H/2) -- (\L,\H/2) -- +% % (\L,-\H/2) -- (0.6*\L,-\H/2) -- (-\t/2,-0.7*\a) -- cycle; + +% % NODAL LINES +% \draw[nodal] +% (0.08*\N*\lambd,0) -- (1.06*\R,0); +% \coordinate (NP0) at (\L,0); % to avoid "Dimension too large error" +% \foreach \dn [evaluate={ +% \f=\a/\lambd; +% \nmin=2.5+0.2*\dn; %0.501*(-\dn+\f) +% \nmax=10; %(NP0) +% \c=int(\dn<\f); +% \y=\L/sqrt((\a/(\lambd*\dn))^2-1); +% }] in {1,...,\Nlines}{ +% \coordinate (NP+\dn) at (\L,\y); % to avoid "Dimension too large error" +% \coordinate (NP-\dn) at (\L,-\y); % to avoid "Dimension too large error" +% \ifnum\c=1 +% \draw[nodal,variable=\n,samples=\nsamples,smooth] +% plot[domain=\nmin:\nmax] ({xnode(\n,\dn,\lambd,\f)},{ynode(\n,\dn,\lambd,\f)}) +% -- (NP+\dn); +% \draw[nodal,variable=\n,samples=\nsamples,smooth] +% plot[domain=\nmin:\nmax] ({xnode(\n,\dn,\lambd,\f)},{-ynode(\n,\dn,\lambd,\f)}) +% -- (NP-\dn); +% \fi +% } + +% % WAVES +% \foreach \i [evaluate={\R=\i*\lambd;}] in {1,...,\N}{ +% \ifodd\i +% \draw[myblue,line width=0.8] (0,\a/2)++(\ang:\R) arc (\ang:-\ang:\R); +% \draw[myred,line width=0.8] (0,-\a/2)++(\ang:\R) arc (\ang:-\ang:\R); +% \else +% \draw[myblue!80,line width=0.1] (0,\a/2)++(\ang:\R) arc (\ang:-\ang:\R); +% \draw[myred!80,line width=0.1] (0,-\a/2)++(\ang:\R) arc (\ang:-\ang:\R); +% \fi +% } +% \end{scope} + +% % PLANE WAVES +% \foreach \i [evaluate={\x=-\i*\lambd;}] in {0,...,5}{ +% \ifodd\i +% \draw[myblue,line width=0.8] (\x,-\h/2) -- (\x,\h/2); +% \else +% \draw[myblue,line width=0.1] (\x,-\h/2) -- (\x,\h/2); +% \fi +% } + +% % WALL +% \fill[wall] +% (\t/2,\a/2-\d/2) rectangle (-\t/2,-\a/2+\d/2) +% (\t/2,\a/2+\d/2) rectangle (-\t/2,\H/2) +% (\t/2,-\a/2-\d/2) rectangle (-\t/2,-\H/2) +% (\L,-\H/2) rectangle (\L+\t,\H/2); + +% % SHADES +% \begin{scope}[shift={(1.08*\L,0)}] +% \def\yz{\L/sqrt((\a/\lambd)^2-1)} % m = +- 1/2 +% \def\yZ{\L/sqrt((\a/\lambd/2)^2-1)} % m = +- 1 +% \clip (0,-\H/2) rectangle (1.1*\A,\H/2); +% \fill[white] (0,-\H/2) rectangle++ (\A,\H); % to fill seams +% \foreach \i [evaluate={\n=0.5*\i;\yn=\L/sqrt((\a/(2*\lambd*\n))^2-1); +% }] in {1,...,\Nlines}{ +% \ifodd\i % if even +% \fill[myshadow] (0,{-\yn-0.1}) rectangle++ (\A,0.2); % to fill seams +% \fill[myshadow] (0,{ \yn-0.1}) rectangle++ (\A,0.2); % to fill seams +% \fi +% } +% \path[left color=myshadow,right color=myshadow,middle color=white,shading angle={180}] +% (0,{-\yz}) rectangle (\A,{\yz}); +% \foreach \i [evaluate={ +% \n=0.5*\i; +% \m=0.5*(\i+1); +% \yn=\L/sqrt((\a/(2*\lambd*\n))^2-1); +% \ym=\L/sqrt((\a/(2*\lambd*\m))^2-1); +% \dang=mod(\i,2)*180; +% }] in {1,...,\Nlines}{ +% \path[left color=myshadow,right color=white,shading angle={\dang}] +% (0,\yn) rectangle (\A,\ym); +% \path[left color=myshadow,right color=white,shading angle={180+\dang}] +% (0,-\yn) rectangle (\A,-\ym); +% } +% \end{scope} + +% % INTENSITY +% \begin{scope}[shift={(1.1*\L+1.1*\A,0)}] +% \draw[->,thick] (-0.08*\A,0) -- (1.3*\A,0) node[right=-2] {$\expval{I}$}; % I axis +% \draw[->,thick] (0,-0.52*\H) -- (0,0.54*\H) node[right] {$y$}; % y axis +% \draw[nodal] (NP0) --++ (0.15*\L+2.1*\A,0); % green nodal lines +% \foreach \i [evaluate={\y=\L/sqrt((\a/(\lambd*\i))^2-1)}] in {1,...,\Nlines}{ % green nodal lines +% \draw[nodal] (NP+\i) --++ ({0.15*\L+1.1*\A+\A*intensity(\y,\lambd,\a,\L)},0); +% \draw[nodal] (NP-\i) --++ ({0.15*\L+1.1*\A+\A*intensity(\y,\lambd,\a,\L)},0); +% } +% \draw[myred,thick,variable=\y,samples=\nsamples,smooth,domain=-\H/2:\H/2] +% plot({\A*intensity(\y,\lambd,\a,\L)},\y); +% \foreach \i [evaluate={ % ticks +% \modd=\i; %int(\i); +% \meven=int(\i-1); +% \y=\L/sqrt((\a/(\lambd*\i))^2-1); +% }] in {1,...,\Nlines}{ +% \ifodd\i +% \tick{0,-\y}{180} node[right=0,scale=0.85] {$m=-\frac{\modd}{2}$}; +% \tick{0,\y}{180} node[right=0,scale=0.85] {$m=+\frac{\modd}{2}$}; +% \else +% \tick{0,-\y}{180} node[right=0,scale=0.85] {$m=-\meven$}; +% \tick{0,\y}{180} node[right=0,scale=0.85] {$m=+\meven$}; +% \fi +% } +% \end{scope} + +% \end{tikzpicture} + +% Schrödinger +% ----------- +% The wave equation, Schrödinger equation has a general form +% \begin{align} +% i \hbar \frac{\partial}{\partial t} | \Psi \rangle &= \hat{H} | \Psi \rangle \ , +% \label{eq:schrodinger_general} +% \end{align} +% where $i$ is the imaginary number, and $\hbar$ is Plancks constant. Here $| \Psi \rangle$ +% is the quantum state and $\hat{H}$ is a Hamiltonian operator. % which represent the energy of the system +% For two-dimensional position space, the quantum state can be expressed using the +% time-dependent complex-valued wave function $\Psi (x, y, t)$. The square modulus of the wave function $|\psi|^{2}$, predicts probability of finding the particle at position $(x, y)$ at time t. +% % Segue to Born +% The modulus of the wave function, is related to the probability density function +% \begin{align} +% p(x, y \ | \ t) &= |\Psi(x, y, t)|^{2} = \Psi^{*}(x, y, t) \Psi(x, y, t) +% \label{eq:born_rule} +% \end{align} +% using the Born rule, where $^{*}$ denotes the complex conjugated wave function. +% When the potential is time-independent, the Schrödinger equation can be expressed as +% \begin{align*} +% i \hbar \frac{\partial}{\partial t} \Psi (x, y, t) &= - \frac{\hbar^{2}}{2m} \bigg( \frac{\partial^{2}}{\partial x^{2}} + \frac{\partial^{2}}{\partial y^{2}} \bigg) \Psi (x, y, t) \\ +% & \quad + V(x, y, t) \Psi (x, y, t) \numberthis \ . +% \label{eq:schrodinger_special} +% \end{align*} +% When we scale Schrödinger equation by the dimensionful variables, we are left with +% a wave function $u$, potential $v$ and the dimensionless equation +% \begin{align} +% i \frac{\partial u}{\partial t} &= - \frac{\partial^{2} u}{\partial x^{2}} - \frac{\partial^{2} u}{\partial y^{2}} + v(x, y) u \ . +% \label{eq:schrodinger_dimensionless} +% \end{align} + +% Crank-Nicolson +% -------------- +% To evaluate the position of a single particle, we have to consider partial differential +% equations (PDE). To solve these numerically, we have to discretize Equation \eqref{eq:schrodinger_dimensionless}. +% We use the Crank-Nicolson method (CN), which combines the forward and backward finite +% difference method. +% Include the general $\theta$-method +% Using the $\theta$-rule \footnote{For $\theta \in [0, 1]$ we can derive Forward Euler using $\theta = 1$, Backward Euler using $\theta = 0$, and $\theta = 1/2$ gives Crank-Nicolson} +% with $\theta = 1/2$, CN can be written as +% \begin{align} +% \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \ . +% \label{eq:crank_nicolson} +% \end{align} +% To simplify notation and avoid confusion of indices with the imaginary number $i$, +% we have used the notation $\ivec, \jvec$ in subscript to indicate the commonly named indices $i, j$ +% in x- and y-direction. In addition, the superscript $n, n+1$ indicate position in time. +% We use CN to derive the discretized Schrödinger equation +% \begin{align*} +% & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ +% & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ +% &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ +% & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ . +% \label{eq:schrodinger_discretized} +% \end{align*} +% The full derivation of both Equation \eqref{eq:crank_nicolson} and Equation \eqref{eq:schrodinger_discretized} +% can be found in Appendix \ref{ap:crank_nicolson}. + +% Implementation +The implementation of CN is simplified usein Dirichlet boundary conditions, which +can be found in Table \ref{tab:dirichlet}. In addition, we use Gaussian wave packets +for the initial wave function +\begin{align} + u(x, y, t=0) = e^{- \frac{(x-x_{c})^{2}}{2 \sigma_{x}^{2}} - \frac{(y-y_{c})^{2}}{2 \sigma_{y}^{2}} + ip_{x}x + ip_{y}y} +\end{align} +\begin{algorithm}[H] + \caption{Crank-Nicolson scheme} + \label{algo:cn_scheme} + \begin{algorithmic} + \Procedure{Crank-Nicolson}{$args$} + \State Insert pseudo code $var \leftarrow \text{ some text}$ + \EndProcedure + \end{algorithmic} +\end{algorithm} + + +\section{Notes}\label{sec:notes} +\subsection*{Introduction - draft 2} +In classical mechanics we study the kinematics and dynamics of physical objects, +ignoring their intrinsic properties for simplicity. It allows us to describe the +forces acting on an object as well as the motion of the object. We can describe +a planets orbital movement \cite{britannica:2023:kepler}, calculate the ... necessary +to launch satellites into orbit, or simply figure out where a ball is going to land +when you throw it... However, when want to study an object at a microscopic level, +e.g. a single atom, classical mechanics falls short. + +% Thomas Young first performed the double-slit experiment in 1801, to demonstrate +% the principle of interference of light \cite{britannica:2023:young}, postulating +% light as waves. In the study of blackbodies, scientists were not able to describe +% the radiated intensity of increased frequencies using classical mechanichs, as they +% contradicted the principle of conservation of energy \cite{britannica:1998:planck}. +% Max Planck assumed that the radiated energy consist of discrete values, or quanta, +% to describe the peak in radiated energy. + Light as particles -> waves -> particles/packets Erwin Schrödinger wanted to find a mathematical description of the wave characteristics of matter, supporting the wave-particle idea. He postulated a function which varies diff --git a/latex/references.bib b/latex/references.bib index cb962f0..78cee6f 100644 --- a/latex/references.bib +++ b/latex/references.bib @@ -9,11 +9,71 @@ } @misc{britannica:1999:light, - author = {The Editors of Encyclopaedia Britannica}, - title = {Light}, - publisher = {Britannica}, - url = {https://www.britannica.com/science/light}, - urldate = {2023-12-15}, + author = {The Editors of Encyclopaedia Britannica}, + title = {Light}, + publisher = {Britannica}, + url = {https://www.britannica.com/science/light}, + urldate = {2023-12-15}, +} + +@article{sinha:2010:multi_order_inference, + author = {Urbasi Sinha and Christophe Couteau and Thomas Jennewein and Raymond Laflamme and Gregor Weihs}, + journal = {Science}, + title = {Ruling Out Multi-Order Interference in Quantum Mechanics}, + volume = {329}, + number = {5990}, + pages = {418--421}, + year = {2010}, + doi = {10.1126/science.1190545}, + url = {https://www.science.org/doi/abs/10.1126/science.1190545}, + urldate = {2023-12-16} +} + +@article{young:1804:double_slit, + author = {Thomas Young}, + title = {I. The Bakerian Lecture. Experiments and calculations relative to physical optics}, + journal = {Philosophical Transactions of the Royal Society of London}, + volume = {94}, + pages = {1--16}, + year = {1804}, + doi = {10.1098/rstl.1804.0001}, + url = {https://royalsocietypublishing.org/doi/abs/10.1098/rstl.1804.0001}, + urldate = {2023-12-16}, +} + +@book{benacquista:2018:classical_mechanics, + author = {Matthew J. Benacquista and Joseph D. Romano}, + title = {Classical Mechanics}, + publisher = {Springer International Publishing : Imprint: Springer}, + year = {2018}, + edition = {1} +} + +@book{griffiths:2018:quantum_mechanics, + author = {David J. Griffiths and Darrell F. Schroeter}, + title = {Introduction to quantum mechanics}, + publisher = {Cambridge University Press}, + year = {2018}, + edition = {3} +} + +@book{springer:2018:compendium_quantum_physics, + author = {Daniel Greenberger and Klaus Hentschel and Friedel Weinert}, + title = {Compendium of Quantum Physics}, + publisher = {Springer Berlin, Heidelberg}, + year = {2009}, + edition = {1} +} + +@article{key, + author = {Asher Peres and Daniel R. Terno}, + title = {Quantum Information and Relativity Theory}, + journal = {Reviews of Modern Physics}, + number = {1}, + volume = {76}, + doi = {10.1103/revmodphys.76.93}, + year = {2004}, + url = {http://dx.doi.org/10.1103/RevModPhys.76.93} } # Schrodinger and Crank-Nicolson diff --git a/latex/schrodinger_simulation.tex b/latex/schrodinger_simulation.tex index 2c1a92e..3341bb6 100644 --- a/latex/schrodinger_simulation.tex +++ b/latex/schrodinger_simulation.tex @@ -20,6 +20,7 @@ %% I recommend downloading TeXMaker, because it includes a large library of the most common packages. \usepackage{physics,amssymb} % mathematical symbols (physics imports amsmath) +\usepackage[no-test-for-array]{nicematrix} \usepackage{graphicx} % include graphics such as plots \graphicspath{.images/} @@ -33,6 +34,29 @@ \usepackage{algorithm} \usepackage[noend]{algpseudocode} \usepackage{tikz} +% \usepackage{pgfplots} +% \pgfplotsset{compat=1.18} +% \usetikzlibrary{3d} +\usepackage{xcolor} +% \usepackage{etoolbox} %ifthen +% \usetikzlibrary{calc} +% \usetikzlibrary{arrows,arrows.meta} +% \usetikzlibrary{decorations.markings} +% \usetikzlibrary{angles,quotes} +% \usetikzlibrary{fadings} +% \tikzset{>=latex} +% \colorlet{wall}{blue!30!black} +% \colorlet{myblue}{blue!70!black} +% \colorlet{myred}{red!70!black} +% \colorlet{mydarkred}{red!50!black} +% \colorlet{mylightgreen}{green!60!black!70} +% \colorlet{mygreen}{green!60!black} +% \colorlet{myredgrey}{red!50!black!80} +% \colorlet{myshadow}{blue!30!black!90} +% \tikzstyle{wave}=[myblue,thick] +% \tikzstyle{mydashed}=[black!70,dashed,thin] +% \tikzstyle{mymeas}=[{Latex[length=3,width=2]}-{Latex[length=3,width=2]},thin] +% \tikzstyle{mysmallarr}=[-{Latex[length=3,width=2]}] % \usetikzlibrary{quantikz} % defines the color of hyperref objects % Blending two colors: blue!80!black = 80% blue and 20% black @@ -44,7 +68,9 @@ % Biblio stuff % \def\biblio{\bibliographystyle{plain}\bibliography{../references/references}} + \newcommand\numberthis{\addtocounter{equation}{1}\tag{\theequation}} +\newcommand{\rvline}{\hspace*{-\arraycolsep}\vline\hspace*{-\arraycolsep}} % Defines indices i and j to avoid confusion with imaginary i \newcommand{\ivec}{\hat{\imath}} @@ -67,10 +93,10 @@ \maketitle % Introduction -% \subfile{sections/introduction} +\subfile{sections/introduction} % Methods -% \subfile{sections/methods} +\subfile{sections/methods} % Results % \subfile{sections/results} @@ -79,7 +105,7 @@ % \subfile{sections/conclusion} % Notes -\subfile{draft} +% \subfile{draft} \clearpage \newpage diff --git a/latex/sections/appendices.tex b/latex/sections/appendices.tex index 980e046..b14a0e9 100644 --- a/latex/sections/appendices.tex +++ b/latex/sections/appendices.tex @@ -3,7 +3,7 @@ \begin{document} \appendix \section{The Crank-Nicholson method}\label{ap:crank_nicolson} -The Crank-Nicolson \(CN\) approach considers both the forward difference, an explicit scheme, +The Crank-Nicolson (CN) approach consider both the forward difference, an explicit scheme, \begin{equation*} \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} = F_{\ivec, \jvec}^{n} \ , \end{equation*} diff --git a/latex/sections/introduction.tex b/latex/sections/introduction.tex index 5de6f41..47f43f2 100644 --- a/latex/sections/introduction.tex +++ b/latex/sections/introduction.tex @@ -2,12 +2,63 @@ \begin{document} \section{Introduction}\label{sec:introduction} +The nature of light has long been a subject of interest and discussion. % +% Important part of human behavior is observing and understanding our surroundings. +% Many big discoveries have been made through observations, verified by mathematical +% explanations. Classical physics is based on calculation predicting something we +% verify by observation etc. But what happens when we move down to the microscopic +% scale, can we still predict the position of a microscopic ball, also called an atom? +In classical mechanics, we study the kinematics and dynamics of physical objects, +while ignoring their intrinsic properties for simplicity. Newton's second law can be +applied to an object to describe its trajectory. % It allows us to describe the +% forces acting on an object as well as the motion of the object. We can describe +% a planets orbital movement \cite{britannica:2023:kepler}, calculate the ... necessary +% to launch satellites into orbit, or simply figure out where a ball is going to land +% when you throw it... However, when want to study an object at a microscopic level, +% e.g. a single atom, classical mechanics falls short. + +Elementary particles such as electrons, does not abide by the laws of classical mechanics. +For several years, scientists did not agree on whether light was a particle or a +wave. Through the study of interference of light, and radiation of ideal blackbodies, +it has been shown that light has both wavelike and particle-like characteristics. +This is known as the wave-particle duality, and was showed by Albert Einstein in +1905. % +% Thomas Young studied the interference of light, and found that light to showed +% wavelike characteristics \cite{young:1804:double_slit}. This did not agree with +% Newtons particle-theory + +Erwin Schrödinger wanted to find a mathematical description of the wave characteristics +of matter, supporting the wave-particle idea. He postulated a wave function which varies +with position, where the function squared can be interpreted as the probability +of finding an electron at a given position. This resulted in the Schrödinger equation, +a wave eqution of the energy levels for a hydrogen atom. It also shows how a quantum +state evolves with time \cite[p. 81]{wu:2023:quantum}. + +We will simulate the time-dependent Schrödinger equation in two dimensions, to +study the light wave interference in the double-slit experiment. In addition, we +will include variations of walls such as single- and triple-slit. To solve the equation, +we will apply the Crank-Nicolson method in 2+1 dimensions. + +% However, according to the Heisenberg uncertainty principle, we can't find dx and/or +% dp = 0. dx = sqrt{Var(x)} "spread in position", dp = hat{\Psi}(p) = sqrt{Var(p)} +% dx \cdot dp \geq \frac{\hbar}{2} +% Fourier transform \Psi(x) \doublearrow hat{\Psi}(p) +% \Psi(x) = \int_{infty}^{infty} (alt sum) hat{\Psi}(p) \cos(px) dp sum of different wave forms % Light - particle or wave % - double-slit, blackbodies radiation - +% The nature of light. % Position space % - classical vs quantum mechanics +% Intuitions of the behavior of physical objects, predictable. Not like the quantum +% when we scale down to the atom, our intuition are not as reliable and prediction +% are not as perfect. +% Instead of finding the path of a ball, we find all the possible paths a ball can take. +% The world is not one-dimensional, and modelling it require partial diff eqs +In Section \ref{sec:methods}, we will present the theoretical background for +this experiment, as well as the algorithms and tools used in the implementation. +Continuing with Section \ref{sec:results}, we will present our results and +discuss our findings. Lastly, we will conclude our findings in Section \ref{sec:conclusion}. \end{document} % crank-nicolson method! diff --git a/latex/sections/methods.tex b/latex/sections/methods.tex index 7a4946f..68455e0 100644 --- a/latex/sections/methods.tex +++ b/latex/sections/methods.tex @@ -2,28 +2,231 @@ \begin{document} \section{Methods}\label{sec:methods} % +\subsection{The Schrödinger equation}\label{ssec:schrodinger} % +% Add something that takes Planck to Schrödinger +% In classical mechanics, we have Newton laws and conservation of energy. In quantum +% mechanics, we have Schrödinger equation. +The Schrödinger equation has a general form +\begin{align} + i \hbar \frac{\partial}{\partial t} | \Psi \rangle &= \hat{H} | \Psi \rangle \ , + \label{eq:schrodinger_general} +\end{align} +where $i$ is the imaginary number, and $\hbar$ is Plancks constant. $\hat{H}$ is +a Hamiltonian operator, which represent the energy for the system, and $| \Psi \rangle$ +is the quantum state. In two-dimensional position space, the quantum state can +be expressed using the time-dependent complex-valued wave function $\Psi (x, y, t)$. +Using Born rule, the square modulus of the wave function is proportional to the +probability density of finding a particle at position $(x, y)$ at time t. The relation +is given by +\begin{align} + p(x, y \ | \ t) &= |\Psi(x, y, t)|^{2} = \Psi^{*}(x, y, t) \Psi(x, y, t) \ , + \label{eq:born_rule} +\end{align} +where $\Psi^{*}$ denotes the complex conjugated wave function. +% Add something about kinetic and potential energy, to introduce the potential V +When the potential is time-independent, the Schrödinger equation can be expressed as +\begin{align*} + i \hbar \frac{\partial}{\partial t} \Psi (x, y, t) &= - \frac{\hbar^{2}}{2m} \bigg( \frac{\partial^{2}}{\partial x^{2}} + \frac{\partial^{2}}{\partial y^{2}} \bigg) \Psi (x, y, t) \\ + & \quad + V(x, y, t) \Psi (x, y, t) \numberthis \ . + \label{eq:schrodinger_special} +\end{align*} +The partial derivatives (...) gives the kinetic energy, and the potental $V$ is +the external environment. In this experiment we will only consider the case where +the potential is time-independent, resulting in $V = V(x, y)$ +When we scale Schrödinger equation by the dimensionful variables, we are left with +a wave function $u$, potential $v$ and the dimensionless equation +\begin{align} + i \frac{\partial u}{\partial t} &= - \frac{\partial^{2} u}{\partial x^{2}} - \frac{\partial^{2} u}{\partial y^{2}} + v(x, y) u \ . + \label{eq:schrodinger_dimensionless} +\end{align} % +This gives us the Born rule +\begin{align} + p(x, y \ | \ t) &= |u(x, y, t)|^{2} = u^{*}(x, y, t) u(x, y, t) \ . + \label{eq:born_rule_scaled} +\end{align} -\subsection{Double-slit experiment}\label{ssec:double_slit} % -In the beginning of the 1800s, the general view was that light consisted of particles. -However, in 1801 Thomas Young demonstrated the principle of interference of light -\cite{britannica:2023:young}, while postulating light as waves rather than particles. -% Thomas Young first performed the double-slit experiment in 1801, to demonstrate -% the principle of interference of light \cite{britannica:2023:young}, postulating -% light as waves. In the study of blackbodies, scientists were not able to describe -% the radiated intensity of increased frequencies using classical mechanichs, as they -% contradicted the principle of conservation of energy \cite{britannica:1998:planck}. -% Max Planck assumed that the radiated energy consist of discrete values, or quanta, -% to describe the peak in radiated energy. -The double-slit experiment -\subsection{Schrödinger equation}\label{ssec:schrodinger} % -\subsection{Crank-Nicolson}\label{ssec:crank_nicolson} % +\subsection{The Crank-Nicolson scheme}\label{ssec:crank_nicolson} % +When we evaluate a particle in position space, we have to consider partial differential +equations (PDE). To solve these numerically, we have to discretize Equation \eqref{eq:schrodinger_dimensionless}. +We use the $\theta$-rule \footnote{Using the $\theta$-rule, we can derive Forward Euler using $\theta = 1$, and Backward Euler using $\theta = 0$}, +to combine the forward (explicit) and backward (implicit) finite difference method. +The result is a linear combination of the explicit and implicit scheme, given by +\begin{align} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \theta F_{\ivec, \jvec}^{n+1} + (1 - \theta) F_{\ivec, \jvec}^{n} \ , + \label{eq:theta_rule} +\end{align} % +where $\theta \in [0, 1]$. +To simplify notation and avoid confusion of indices with the imaginary number $i$, +we have used the notation $\ivec, \jvec$ in subscript to indicate the commonly named indices $i, j$ +in x- and y-direction. In addition, the superscript $n, n+1$ indicate position in time. +We get the Crank-Nicolson method (CN) when $\theta = 1/2$ gives Crank-Nicolson +\begin{align} + \frac{u_{\ivec, \jvec}^{n+1} - u_{\ivec, \jvec}^{n}}{\Delta t} &= \frac{1}{2} \bigg[ F_{\ivec, \jvec}^{n+1} + F_{\ivec, \jvec}^{n} \bigg] \ . + \label{eq:crank_nicolson_method} +\end{align} % +Using CN, we derive the discretized Schrödinger equation given by +\begin{align*} + & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ + & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ + & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ . + \label{eq:schrodinger_discretized} +\end{align*} % +The full derivation of both Equation \eqref{eq:crank_nicolson_method} and Equation \eqref{eq:schrodinger_discretized} +can be found in Appendix \ref{ap:crank_nicolson}. + + +\subsection{The double-slit experiment}\label{ssec:double_slit} % +Thomas Young first performed the double-slit experiment in 1801 to demonstrate the +principle of interference of light \cite{britannica:2023:young}, while postulating +light as waves rather than particles. The double-slit experiment gives a diffraction +pattern, where constructive interference of light result in bright spots, and destructive +interference result in dark spots. +% Something about Heisenberg uncertainty principle -% Might be better to move theory on double-slit here and have a subsection of light -% property etc. as a first section or in introduction? \subsection{Implementation}\label{ssec:implementation} % +% Add tables of parameters used, initial conditions, notation etc. +A, B are sparse csc matrix +- theory of csc matrix? +% \begin{equation*} +% \begin{pNiceArray}{ccc|ccc} +% \bullet & \bullet & & \bullet & & & & & \\ +% \bullet & \bullet & \bullet & & \bullet & & & & \\ +% & \bullet & \bullet & & & \bullet & & & +% \end{pNiceArray} +% \end{equation*} + +\begin{equation*} + \begin{bmatrix} + \begin{matrix} + \bullet & \bullet & \phantom{\bullet} \\ + \bullet & \bullet & \bullet \\ + \phantom{\bullet} & \bullet & \bullet + \end{matrix} + & \rvline & + \begin{matrix} + \bullet & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \bullet & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \bullet + \end{matrix} + & \rvline & + \begin{matrix} + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} + \end{matrix} \\ + \hline + \begin{matrix} + \bullet & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \bullet & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \bullet + \end{matrix} + & \rvline & + \begin{matrix} + \bullet & \bullet & \phantom{\bullet} \\ + \bullet & \bullet & \bullet \\ + \phantom{\bullet} & \bullet & \bullet + \end{matrix} + & \rvline & + \begin{matrix} + \bullet & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \bullet & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \bullet + \end{matrix} \\ + \hline + \begin{matrix} + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \phantom{\bullet} + \end{matrix} + & \rvline & + \begin{matrix} + \bullet & \phantom{\bullet} & \phantom{\bullet} \\ + \phantom{\bullet} & \bullet & \phantom{\bullet} \\ + \phantom{\bullet} & \phantom{\bullet} & \bullet + \end{matrix} + & \rvline & + \begin{matrix} + \bullet & \bullet & \phantom{\bullet} \\ + \bullet & \bullet & \bullet \\ + \phantom{\bullet} & \bullet & \bullet + \end{matrix} + \end{bmatrix} +\end{equation*} + +Notations: +In addition, we use an equal step size in x- and y-direction, $h$ such that +\begin{align*} + x \in [0, 1] && x \rightarrow x_{\ivec} = \ivec h && \ivec = 0, 1, \dots, M-1 \\ + y \in [0, 1] && y \rightarrow y_{\jvec} = \jvec h && \jvec = 0, 1, \dots, M-1 \\ + t \in [0, T] && t \rightarrow t_{n} = n \Delta t && n = 0, 1, \dots, N_{t}-1 +\end{align*} +And simplify indices such that +\begin{align*} + u(x, y, t) \rightarrow u(\ivec h, \jvec h, n \Delta t) \equiv u_{\ivec, \jvec}^{n} \\ + v(x, y) \rightarrow u(\ivec h, \jvec h) \equiv v_{\ivec, \jvec} +\end{align*} +which gives a matrix $U^{n}$ that contains elements $u_{\ivec, \jvec}^{n}$, and +a matrix $V$ that contains elements $v_{\ivec, \jvec}$. +\begin{table}[H] + \centering + \begin{tabular}{l l l} % @{\extracolsep{\fill}} + \hline + Position & Value \\ + \hline + $u(x=0, y, t)$ & $0$ \\ + $u(x=1, y, t)$ & $0$ \\ + $u(x, y=0, t)$ & $0$ \\ + $u(x, y=1, t)$ & $0$ \\ + \hline + \end{tabular} + \caption{Boundary conditions in the xy-plane, also known as Dirichlet boundary conditions.} + \label{tab:boundary_conditions} +\end{table} + +For the general setup of the wall, we used +\begin{table}[H] + \centering + \begin{tabular}{l l} % @{\extracolsep{\fill}} + \hline + Parameter & Value \\ + \hline + Wall thickness & $0.02$ \\ + Wall position & $0.5$ \\ + Separator length & $0.05$ \\ + Slit aperture & $0.05$ \\ + \hline + \end{tabular} + \caption{Wall setup.} + \label{tab:wall_setup} +\end{table} + +\begin{table}[H] + \centering + \begin{tabular}{l l l} % @{\extracolsep{\fill}} + \hline + Simulation & $1$ & $2$ \\ + \hline + $h$ & $0.005$ & $0.005$ \\ + $\Delta t$ & $2.5 \times 10^{-5}$ & $2.5 \times 10^{-5}$ \\ + $T$ & $0.008$ & $0.002$ \\ + $x_{c}$ & $0.25$ & $0.25$ \\ + $\sigma_{x}$ & $0.05$ & $0.05$ \\ + $p_{x}$ & $200$ & $200$ \\ + $y_{c}$ & $0.5$ & $0.5$ \\ + $\sigma_{y}$ & $0.05$ & $0.20$ \\ + $p_{y}$ & $0$ & $0$ \\ + $v_{0}$ & $0$ & $1 \times10^{10}$ \\ + \hline + \end{tabular} + \caption{Wall setup.} + \label{tab:sim_setup} +\end{table} \subsection{Tools}\label{ssec:tools} % - +The double-slit experiment is implemented in C++. We use the Python library +\verb|matplotlib| \cite{hunter:2007:matplotlib} to produce all the plots, and +\verb|seaborn| \cite{waskom:2021:seaborn} to set the theme in the figures. \end{document} diff --git a/latex/sections/results.tex b/latex/sections/results.tex index c0c702d..d482e1c 100644 --- a/latex/sections/results.tex +++ b/latex/sections/results.tex @@ -2,6 +2,17 @@ \begin{document} \section{Results}\label{sec:results} +\subsection{Deviation}\label{ssec:deviation} +% Problem 3: Discuss approaches to solve Au^{n+1} = b, dealing with sparse matrix... +% Problem 7: Consequenses of solver choice, in regards to accuracy of probability conserved +% Add plot of deviation for both single- and double-slit + +\subsection{Time evolution}\label{ssec:time_evolution} +% Problem 8: Colormap, include plot of both Re and Im for different time steps +% Account for color scale + +\subsection{Particle detection}\label{ssec:particle_detection} +% Problem 9: Plot detection probability for single-, double- and triple-slit \end{document} From 288bfb70587017c07ae4d54d13dd14de3dcdb127 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Fri, 22 Dec 2023 10:00:18 +0100 Subject: [PATCH 4/6] Add parameters for python script, edit method, and add result for problem 7. --- latex/schrodinger_simulation.tex | 2 +- latex/sections/appendices.tex | 55 ++++++++++++++++++++++++++++++-- latex/sections/methods.tex | 44 ++++++++++++++++++------- latex/sections/results.tex | 17 ++++++++++ python_scripts/colormap.py | 11 +++++++ python_scripts/detector.py | 11 +++++++ python_scripts/heat_map.py | 13 ++++++++ python_scripts/normalization.py | 14 ++++++++ python_scripts/plot_v.py | 13 ++++++++ 9 files changed, 165 insertions(+), 15 deletions(-) diff --git a/latex/schrodinger_simulation.tex b/latex/schrodinger_simulation.tex index 3341bb6..92c22b5 100644 --- a/latex/schrodinger_simulation.tex +++ b/latex/schrodinger_simulation.tex @@ -99,7 +99,7 @@ \subfile{sections/methods} % Results -% \subfile{sections/results} +\subfile{sections/results} % Conclusion % \subfile{sections/conclusion} diff --git a/latex/sections/appendices.tex b/latex/sections/appendices.tex index b14a0e9..ef9a514 100644 --- a/latex/sections/appendices.tex +++ b/latex/sections/appendices.tex @@ -34,15 +34,64 @@ Using Equation \eqref{eq:schrodinger_dimensionless}, we get &= -\frac{i \Delta t}{2} \bigg[ - \frac{u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1}}{2 \Delta x^{2}} \\ & \quad - \frac{u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1}}{2 \Delta y^{2}} + \frac{1}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ & \quad - \frac{u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n}}{2 \Delta x^{2}} \\ - & \quad - \frac{u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n}}{2 \Delta y^{2}} + \frac{1}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \bigg] \\ + & \quad - \frac{u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n}}{2 \Delta y^{2}} + \frac{1}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \bigg] \end{align*} -We rewrite the expression, +We rewrite the expression and gather all terms containing the $n+1$ time step on +the left hand side, and the terms containing $n$ time step on the right hand side. \begin{align*} & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ - & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \\ + & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} +\end{align*} +In addition, since we will use an equal step size $h$ in both $x$ and $y$ direction, +we can use +\begin{align*} + \frac{i \Delta t}{2 \Delta h^{2}} = \frac{i \Delta t}{2 \Delta x^{2}} = \frac{i \Delta t}{2 \Delta y^{2}} \ , +\end{align*} +and define +\begin{align*} + r \equiv \frac{i \Delta t}{2 \Delta h^{2}} +\end{align*} +Now, the discretized Schrödinger equation can be written as +\begin{align*} + & u_{\ivec, \jvec}^{n+1} - r \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ + & - r \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + r \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ + & \quad + r \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \ . \end{align*} +\section{Matrix structure}\label{ap:matrix_structure} +For $u$ vector of length $(M-2) = 3$, the matrices $A$ and $B$ have size +$(M-2)^{2} \times (M-2)^{2} = 9 \times 9$ given by +\begin{align*} + A = + \begin{bmatrix} + a_{0} & -r & 0 & -r & 0 & 0 & 0 & 0 & 0 \\ + -r & a_{1} & -r & 0 & -r & 0 & 0 & 0 & 0 \\ + 0 & -r & a_{2} & 0 & 0 & -r & 0 & 0 & 0 \\ + -r & 0 & 0 & a_{3} & -r & 0 & -r & 0 & 0 \\ + 0 & -r & 0 & -r & a_{4} & -r & 0 & -r & 0 \\ + 0 & 0 & -r & 0 & -r & a_{5} & 0 & 0 & -r \\ + 0 & 0 & 0 & -r & 0 & 0 & a_{6} & -r & 0 \\ + 0 & 0 & 0 & 0 & -r & 0 & -r & a_{7} & -r \\ + 0 & 0 & 0 & 0 & 0 & -r & 0 & -r & a_{8} \\ + \end{bmatrix} +\end{align*} + +\begin{align*} + B = + \begin{bmatrix} + b_{0} & r & 0 & r & 0 & 0 & 0 & 0 & 0 \\ + r & b_{1} & r & 0 & r & 0 & 0 & 0 & 0 \\ + 0 & r & b_{2} & 0 & 0 & r & 0 & 0 & 0 \\ + r & 0 & 0 & b_{3} & r & 0 & r & 0 & 0 \\ + 0 & r & 0 & r & b_{4} & r & 0 & r & 0 \\ + 0 & 0 & r & 0 & r & b_{5} & 0 & 0 & r \\ + 0 & 0 & 0 & r & 0 & 0 & b_{6} & r & 0 \\ + 0 & 0 & 0 & 0 & r & 0 & r & b_{7} & r \\ + 0 & 0 & 0 & 0 & 0 & r & 0 & r & b_{8} \\ + \end{bmatrix} +\end{align*} \end{document} diff --git a/latex/sections/methods.tex b/latex/sections/methods.tex index 68455e0..ccac132 100644 --- a/latex/sections/methods.tex +++ b/latex/sections/methods.tex @@ -68,11 +68,15 @@ We get the Crank-Nicolson method (CN) when $\theta = 1/2$ gives Crank-Nicolson \end{align} % Using CN, we derive the discretized Schrödinger equation given by \begin{align*} - & u_{\ivec, \jvec}^{n+1} - \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ - & - \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ - &= u_{\ivec, \jvec}^{n} + \frac{i \Delta t}{2 \Delta x^{2}} \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ - & \quad + \frac{i \Delta t}{2 \Delta y^{2}} \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ . - \label{eq:schrodinger_discretized} + & u_{\ivec, \jvec}^{n+1} - r \big[ u_{\ivec+1, \jvec}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec-1, \jvec}^{n+1} \big] \\ + & - r \big[ u_{\ivec, \jvec+1}^{n+1} - 2u_{\ivec, \jvec}^{n+1} + u_{\ivec, \jvec-1}^{n+1} \big] + \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n+1} \\ + &= u_{\ivec, \jvec}^{n} + r \big[ u_{\ivec+1, \jvec}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec-1, \jvec}^{n} \big] \\ + & \quad + r \big[ u_{\ivec, \jvec+1}^{n} - 2u_{\ivec, \jvec}^{n} + u_{\ivec, \jvec-1}^{n} \big] - \frac{i \Delta t}{2} v_{\ivec, \jvec} u_{\ivec, \jvec}^{n} \numberthis \ , + \label{eq:schrodinger_discretized} +\end{align*} % +where $r$ is defined as +\begin{align*} + r \equiv \frac{i \Delta t}{2 \Delta h^{2}} \end{align*} % The full derivation of both Equation \eqref{eq:crank_nicolson_method} and Equation \eqref{eq:schrodinger_discretized} can be found in Appendix \ref{ap:crank_nicolson}. @@ -97,8 +101,20 @@ A, B are sparse csc matrix % & \bullet & \bullet & & & \bullet & & & % \end{pNiceArray} % \end{equation*} - -\begin{equation*} +We use Dirichlet boundary conditions, as given in Table \ref{tab:boundary_conditions}, +which allows us to express Equation \eqref{eq:schrodinger_discretized} as a matrix +equation +\begin{align} + A u^{n+1} = B u^{n} \ . +\end{align} +Here, both $u^{n+1}$ and $u^{n}$ are column vectors containing the internal points +of the $xy$ grid at time step $n+1$ and $n$, respectively. Since we have $M$ points +in $x$- and $y$-direction, we have $M-2$ internal points. Both $u$ vectors have +length $(M-2)^{2}$, and the matrices $A$ and $B$ have size $(M-2)^{2} \times (M-2)^{2}$. +The matrices can be decomposed as submatrices of size $(M-2) \times (M-2)$, with +the following pattern +\begin{align*} + A, B = \begin{bmatrix} \begin{matrix} \bullet & \bullet & \phantom{\bullet} \\ @@ -154,7 +170,13 @@ A, B are sparse csc matrix \phantom{\bullet} & \bullet & \bullet \end{matrix} \end{bmatrix} -\end{equation*} +\end{align*} +To fill the matrices $A$ and $B$, we used +\begin{align*} + a_{k} &= 1 + 4r + \frac{i \Delta t}{2} v_{\ivec, \jvec} \\ + b_{k} &= 1 - 4r - \frac{i \Delta t}{2} v_{\ivec, \jvec} \ . +\end{align*} +An example of filled matrices can be found in Appendix \ref{ap:matrix_structure}. Notations: In addition, we use an equal step size in x- and y-direction, $h$ such that @@ -172,7 +194,7 @@ which gives a matrix $U^{n}$ that contains elements $u_{\ivec, \jvec}^{n}$, and a matrix $V$ that contains elements $v_{\ivec, \jvec}$. \begin{table}[H] \centering - \begin{tabular}{l l l} % @{\extracolsep{\fill}} + \begin{tabular}{l r} % @{\extracolsep{\fill}} \hline Position & Value \\ \hline @@ -189,7 +211,7 @@ a matrix $V$ that contains elements $v_{\ivec, \jvec}$. For the general setup of the wall, we used \begin{table}[H] \centering - \begin{tabular}{l l} % @{\extracolsep{\fill}} + \begin{tabular}{l r} % @{\extracolsep{\fill}} \hline Parameter & Value \\ \hline @@ -205,7 +227,7 @@ For the general setup of the wall, we used \begin{table}[H] \centering - \begin{tabular}{l l l} % @{\extracolsep{\fill}} + \begin{tabular}{l r r} % @{\extracolsep{\fill}} \hline Simulation & $1$ & $2$ \\ \hline diff --git a/latex/sections/results.tex b/latex/sections/results.tex index d482e1c..deeb5ea 100644 --- a/latex/sections/results.tex +++ b/latex/sections/results.tex @@ -4,8 +4,25 @@ \section{Results}\label{sec:results} \subsection{Deviation}\label{ssec:deviation} % Problem 3: Discuss approaches to solve Au^{n+1} = b, dealing with sparse matrix... +We used the superlu solver, which is a dedicated solver for sparse matrices. It is +generally used to solve nonsymmetric, sparse matrices. However, as the lapack solver +converts the sparse matrix to a dense matrix, it will increase memory usage compared +to superlu. % Problem 7: Consequenses of solver choice, in regards to accuracy of probability conserved % Add plot of deviation for both single- and double-slit +Since we use a solver for sparse matrices, we decrease number of computations performed +compared to solver using dense matrix. We check if the total probability is conserved +over time, by plotting the deviation $s$ as +\begin{align*} + s^{n} = 1 - \sum_{\ivec , \jvec} p_{\ivec , \jvec}^{n} = 1 - \sum_{\ivec , \jvec} u_{\ivec , \jvec}^{n*} u_{\ivec , \jvec}^{n} \ . +\end{align*} +The deviation as a function of time is plotted in Figure \ref{fig:deviation}. +\begin{figure} + \centering + \includegraphics[width=\linewidth]{images/probability_deviation.pdf} + \caption{Deviation for $t \in [0, T]$ where $T=0.008$.} + \label{fig:deviation} +\end{figure} \subsection{Time evolution}\label{ssec:time_evolution} % Problem 8: Colormap, include plot of both Re and Im for different time steps diff --git a/python_scripts/colormap.py b/python_scripts/colormap.py index 37ef2da..1d4dd55 100644 --- a/python_scripts/colormap.py +++ b/python_scripts/colormap.py @@ -4,6 +4,17 @@ import ast import seaborn as sns sns.set_theme() +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) def plot(): with open("data/color_map.txt") as f: diff --git a/python_scripts/detector.py b/python_scripts/detector.py index 6795735..7ccea84 100644 --- a/python_scripts/detector.py +++ b/python_scripts/detector.py @@ -4,6 +4,17 @@ import ast import seaborn as sns sns.set_theme() +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) def plot(): files = [ diff --git a/python_scripts/heat_map.py b/python_scripts/heat_map.py index 8700bff..2be0ae6 100644 --- a/python_scripts/heat_map.py +++ b/python_scripts/heat_map.py @@ -4,6 +4,19 @@ import matplotlib from matplotlib.animation import FuncAnimation import ast +import seaborn as sns +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) + wave_arr = [] fig = plt.figure() ax = plt.gca() diff --git a/python_scripts/normalization.py b/python_scripts/normalization.py index 8a63f28..04afe72 100644 --- a/python_scripts/normalization.py +++ b/python_scripts/normalization.py @@ -4,6 +4,19 @@ import matplotlib from matplotlib.animation import FuncAnimation import ast +import seaborn as sns +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) + def plot(): with open("data/probability_deviation.txt") as f: lines = f.readlines(); @@ -16,6 +29,7 @@ def plot(): arr_narrow.append(float(tmp[1])) arr_wide.append(float(tmp[2])) + plt.plot(x,arr_narrow) plt.plot(x,arr_wide) plt.savefig("latex/images/probability_deviation.pdf") diff --git a/python_scripts/plot_v.py b/python_scripts/plot_v.py index 3e48134..5d5d8b8 100644 --- a/python_scripts/plot_v.py +++ b/python_scripts/plot_v.py @@ -4,6 +4,19 @@ import matplotlib from matplotlib.animation import FuncAnimation import ast +import seaborn as sns +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) + def plot(): with open("v.txt") as f: From ae8dd4f24ca869ca5fa83ec89fd5f073bf173fca Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Fri, 22 Dec 2023 13:19:20 +0100 Subject: [PATCH 5/6] Add draft abstract and conclusion. --- latex/images/youngs_double_slit.pdf | Bin 0 -> 444385 bytes latex/references.bib | 8 +++++++ latex/schrodinger_simulation.tex | 2 +- latex/sections/abstract.tex | 13 ++++++++++- latex/sections/conclusion.tex | 18 ++++++++++++++++ latex/sections/methods.tex | 32 +++++++++++++++++++++++++--- 6 files changed, 68 insertions(+), 5 deletions(-) create mode 100644 latex/images/youngs_double_slit.pdf diff --git a/latex/images/youngs_double_slit.pdf b/latex/images/youngs_double_slit.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8d6a7cb0258aa457cbfeddd0f52b0694691ded02 GIT binary patch literal 444385 zcmeFY^;cX$(?6Jy5G+7|;O_200s(@%yE}xz-66QUdvJFKcXuD$ox$BOs=BJWs)k%nNQ9o5;TsV=GZ7P!wE+PB#}9Z$Iek-OdmjQK|f&nRhTWKX0?#QK+aT0NSXaCEJowd#X=X+}_2gu6yMBo0- z0on5}M@s`D=D(OI{2zS({rW$AOBq|4I{YGH`=2594tB=+mhiUl|Cal^E@Vl_lZnXC z68;~@Le}u|@PE53+yB{=U&9VuXl?h*8Pd#o_O!AyN^90Qz4# zj{lB=fb;(daP?bB#P4d_U1&)|G|jyzleSRHy*$hit0G6EsF1~SmAHG%u{cwLjN!u zd=opE{rt%gH6!&uGaUKKjOj5^OclfZJ6cT)|N9vNRP_HJEViAmSpz%Xu$VUkeF#b8 zx~&eIM~t$b_v5D49gkDXl^*w}-d^|Pv~M@J-d^XorDwY2YY!85>z=!Q4LYxtZ*EUl zd|qA(ft~pXmcI)RU=E&QCV3m3Ri+iZ;T(l2gYLu3l4g>zDlW5Bj%cs@fPfcM%W1flN5`A)-M0ks6`M9v zo1C}GV2Gd}Xt#W~rp21tV}B`jQf4A-wPG@8b2=Z6288YNKAbm*5^`R2X2|kgM~M=? zOw9znT{H!GUtjk)6SPU-y-rQ_yxs3iyltlJ6S$nbaPTG&+gz+bNE1}D(A7$q45YRd!Q!@_W#7M!5JZIQbygCCQ$>8D z8*WrDXRc5pU54+t01O-%ZaEZ&<0P)E3%&E>wSG?jzeTOlE`Na0{H~_(P?d1mM?sX=Yul*s@yX9u>sr_xz zbKU!T?Tpv!>_k?F{PbyU)4l!fitwc4?v*?15fo;v+iEjz0}gWl*wOd*72}f|*Xb^3 zkDe+f@$ig)0f-9YGt3NK=;8U1<|<R zxV)iA`nWr*RY(DGITeHh%7^k#_`8p(g>fBJEE&YCI7ti{Z7!S7PaUrZuikFQ6=!R2 z=g3h%p1iZXZ^w0cpGbQVRKp1Q-g^0XZz?(X&L=ZuJ6=Z`7{zV(6BJ3ur;3L_53J>i zQD4vs_17I{0VlB0x^PL2X<7!L!b6I-C0dlip2TrWO{mD0A#{|mNrrHqo=m7T6=NAE z$tr|kJC5b0BKma~|IDA_L=+ViP0jXY{x34&JyvpTkKOw~4*8|DdTeXMeI2s^PI%jyQI zwInOSE}O)%EiqNd%I~zY$6`6!-&Sx`rZxBNi4>j&>9#qjA_?ghboX3{gsyA}_5`>W zGiK5@_`r&Fn!sD!zP&Oe`kD;U?Se&ubo3Xo?@Of(6 z25jneyf3~aw+MvVm3wqRol zZ@QuCg(_Hk%E$Cl*Z-DY-zmFo(c+DA>&!w3IXz@do2!B?-rW#jq!-1vy|WsEZ>gTEEEcL5x=M(%&88Xrk2k7A*URWr4(yC{AeEDt64eGo1#d8w^rjTc! z_vUQYkNaFo?_0kf+4YCxQa;b!-8W9#=Zfut(lvAsdN)vm#&hC+ z@!{+aPWU$0O>iHl`ddVg_YQXpWur@HDm|>KwNNaI6)(nJ@esj`!jHmy7g_1sOu)tL zX58^+#%FUC6MD)1`)^81J(P>)8lg$np+Qm5Z76gW0II<%CoE!3~YZ3 z<;y-)$uaEed6d) zc6LqxL@6XdYaD%#S_I52o~)Zh{v?%ud(Db!O-kUlcqF3uW#^^N0%`@?B(vAF$TuvkdwE z8|gixGv9)YB9|k>c>bEPwh|BhGabn7E+bhVQ0Y?Lpj$F= zJzM;0*6vjdTjUd}M7aKys+@KdieQr=rQ%e_T824OoQlj-Zv2=}$|-@G zmy%sPF5A5NbGLHKCLCu%rcw7pk4@H3EydP$>??d-Al!lERgc&eWxZwPfa4TE*GUt% ze~_URgj36?Z(rM+Wu=|2WSlOf?0i*PmTKFTyQ{vjrO!*pZrZAjXTqTpO!9ar+wFS= zd~uenB8>W(Kgu+M#{zPRWkxxu3|lagVdrTx@>_1b6~^SpQ&wKld$(F zEwC>si7aC)X=6uNk*hSL7*IYu4aHERaL?7Zx?^-a)qz7i4Ztu{K70Wj^owf%HDFav z;+S%nEz6D8f2Qb!Se4{X)h>vL9_iHHG^*y5a&>AuHq(31ovsa?vgne{@MAG?EWYOV zmP*0ZmQs!b5pk7eP$it~g1QBZq#LQ6+@2^5gC8fPvQVOVS&2xAhz#e-q~5U2cxPg@ zc&750IZ9OHXZ}X_(YE@tOV|0#$m-s4rWHe3X<^c;6x0Rh-p$ zm6CMEW4m>_O?k@Yv{jK*feO)!=RR-O!@{lE2^^Vnf}%b5jv*j6VWE@9RWjLKKUf$5 z3#6pe(_raUUr|4-MVT?ldl;9xN=sqqA@b}Wy-s1>Q8W-q&El)$TEsWlLW#1uk~mML zF}I&7D3l&}U(51rYW(W`3Z&c5z2$K-fPEBjzb%GV-J|Kjy3 z)|pY@nI-$6bWPz-y1w(3b&-5-2;?u>;zr)+-g7*Px&}uRyV4eWJ=bww%u=c-|7wb z#bg8baUL02^}&p=(QY-gFQ>dT=O6^#d)Ty?+Z?~34I~#a+c>7{Jzi9| zH!+178%klL?U|q00;6y&k^^F&)w%wK#&$g6o(@Z2_Gb!Zv$&ndT?RGYxY*&+rM_Ik zluR-2Go%X_dYtbSB0t}o?as<(HQwDTOkZ*2evv^s1Fy3Ro!iw4I z^@n$krqr^2*fS#5gQ@*+!pu#pr_%56_SKpy+!?CdyaZd|go6}ue`}+21Mefe{F)_( z;%%Lan|iA!YT-lv1}ZC5?KvF6?Kyjk8%3il#V?MaJolecd38q24jo3i9Xp4w#Sqo} zU}`#%83(a@?Cg59wNSeRCLi+zA8fVJivm0{_K@QwVjBdS`1jE=R#CNA#%k~w>#b<< zSdi{60+J`hdTy1_7Yu2I5LyHWyI#RGb|Ke??^!1F5I|P#ul3-@MnR_SV*}iyV~ilT z;zIMWwHZ2IFRoY*4-_U&1g9mz39BOUBNpPBprFg}ZflCDq10i^_54${$B z-KGO>uf>ImoT72`dwLeO({^^l{HiUve=4c+1cp~{?qF~%es>C$qzep9H4|6KD*2*} z)IBh7fB;+h4KsD#Aj>hvDU%&PgBFcy+}5oZpLpNSgZR?F+xK5os?HQsW`@-}?jm4LY^rg=|N zwJxrd4^q+@dud<}9@hda82E{vfPx9JEO1&`2JE=+mm?)w&zgnu#JrnWT{)&xV!m%> zdR9f~9DcCE2CBf7&n~t!su2P8JWj? ztkUpV3GbD&s0}ii4NbV5hBG^*W}#5tnIiXA)_2A{QZhe&Uj!#hq1Tws9b4d4mTn&! zJ2^%u$BHeU|`07%5&;9*q7FE6RMoSKJP_E5F( z?QR@@X^O&$xI7ih?d$OTXp8&tV~jv2q&_w0DNm#sKJk!M&elSV-a+_0PRXe`m9_fp zA|u8k>T5?zF~EcrpQNl#BNNBwipf=0dOARooAcXOi5Z??JBuvV$-cwskXn{%pNx_x zBY{u2%>(2d%X8a{B?I|kA52Uqk`v%MZWGP0y*L=} z=UGp0NRp0_=W4iZAadRQc!7sehsS0V;q7)>wy!u#RmSt8we{}F7hHh=Ms}2Tz#r0O z-rk;NpcvrGJlerP&QArWZ4pMpH6X(Kd%^)Y?b!oNeq zjv*wlLPSi+@7!qm&Tnt;D`+p+UCy7~yF)xPf zgphwygSs>YSvKI6RpEn)@dj$`zR_5wU&M9iBDRlD3YQ5s@nt469!tI+!i!o(XxZB0WJ{fCPL{4jCmmY|O0uze zMCWJxT2s>;H8WXYb_*5{RR&hPpGgwI>?%$=t)O`%Jlkg_|D<;=suXIUuhD!A7^=8KyKZ@wo}|bZKG+9Cid;vrx*MuMbM+A zHp6Minqu6`3%NKt4L(LDEBiCjOuH{e$*Ig})96C-#dbk@qU~4k!x^#COR(gGw$&Qx1Jh6WL8OKtPk~ z3$aDDLuL-JWrk*MTn=6dK2Hx0UKt#09sFgkX5?kl=%`{7sr$1z$vU>h**A%fs9>-= z-y2-^yY9O^OZMjZMQ||GM+E@3`I(G?vOEP>kI@d-;fwrKN(3SeS00nmg`td zS;z!uZJn6%>lrSEEAcso({+pww<;7N#Rg~}lC~K!vZUpI;C>xJT ztls#e)fD3JPXp5*c9Z!GQ3S;DbKF^)k@q8Jg%3ErfvJYnQYJCJy__Lq^SNW5?WJRCJ&$XJCCtYNGl zn)%e$CO~y&AZ(6T+is0h9I$pPrGL?l#nLs9p<<&1`Q0lLPT4@^(7v_OCI)c2dGjM`|ap zw!*drImruKg9lqpn-8^nMv&Xq&4r|b>)|2bL}8SH?i(WoDz6S6rXoq!RNqt#w9QV@ z`SZd737S(s2C0Ez*q5m(Xs$^iTiZU^bVT!PFE z@@VpRZUpzepKHb;?2J@9@Wco$^}O&3VNEre=9(EvSx_HpKR~gVjw>mCBX-qqBy3uK z7Aw}%F>=fb0>m8w;q2+Sr9ehszsQ>Nl)Raf^FG#a3}een#{CxloI zvxrEc4$R)7-~?~jKCGea*piIh%ISIGBGaC^D>+haJ*n`I^|?8DJ5BcXd!yn(vq6D- zBKnP~p{S@~7qS!}g$%3Wp-xjf^w%N1-w)EVPFG^-bh7%B|E}amI}$SGn7Ik+Z|?~_ zj~6Z|GhHqRV+OL^z$s{yI<9Xo$h>dQcZD(;cF#wk+*hReL7)Xo=4A0uFAKxjOMBPi z?Y?JWBYC5n#2m+{`RU3^(Sb)?F%@(6$1MwcQ!!eoTL6Qsc!?NLsenQ?pIo(2qeLN& zW`<7L3_#karO%$wFM=*ajqa;EkS5frIJ#>lo^Z%X*F-a~@J6!;K5_zg58rq0d!F16<&PJ2#`&!n538@t9WM0ku z_dT9Ox>NGdREwXPWvN7y(T2}KUq7TVNGNev!{n1oRQJJM2-AdGCPm97)e2XyiT&&q z?B8^Aoh((aoou~)S2<3JoI)FxCNE!gMv@jjfRReJlS8r>m^T1WkNaI2Fb*uw5fR4d z7ut5vf@;t}#Z~@_AA_u|99B-%#7R*=M^W&Nq=srCu{aaW_fep&=TfleN{|%3n*{y> z8x@d1ISGo}u(w%QX>E$#)cr&HBj=nYdlp@rG(SKip&!Hl$Pc8xKy8OlMt#lsX^s$I z8;@2IqfepbKtNH-C-rVn^o-OXr`)z0IvB;>0Nw$!=u?cGJ!appZ=b`}ebi?P3&%f; z1woQQN&Wrtef^1j{qg-mm`5ULnElEI7sU;hD2%lX`S-od3qL0`M)SoFy6$uC8-4FN z9r)jqbSVX&e0&xRW@M*K97r3sS&fdy%lH#1BV;Hdv=PWmAaNpJ0G||_OH!_%y{Mo4 z{oLU}RgXckUP|r3UBqie_WFqAdNj;bPi$+R@Mq0X9 zLb_aByjVhtE=Xm>Ez2!U(LpJ@(X|Y=lDwK^Q7a~0DN+m=Z-2KJM&vxcTUu`2&mL`#$tVfdO7Li9Iw8 zUBZ28yc`W0lp7MiSND74MrG1-bnY1in*_U;qlMoF10tG&`zDaGk2rgcgdP&&NLcu2 z&{2w1v@NW5adYB5C;PSI1)JGDr93;Vo|Z+mhC8skZ<6AdzI|)z$6&@d=toZVKT(l1 zzdKW;NZ}0ZSw*7+_L4f=BDETR_ z&|JfcFB0b`mCL>zQLsQ2%|BN~)rdzy))f6oL$g8xW;w+RpXDQhDg-q2E1?&}VvSb} z>;+<~VaoO8%k>dbTBro=vk6H_;r;yVprEGrM~A{;gX$6~DU?#tP|!`9LfhV>-OvSD zP)dXfGxNrwGSeCR!al`~vB)?eQ>0C82sggh($Lnfx0M_czeMheRniZo4GA9Xxrc)v zhKCyxVeGs>Lz^7IibJIqcgw{~`W-bOwAUx3K1JOqf%C~U^|@zA+In!rB7P7sC|1ti zhcS_yvUe)}uLRkSKCiG5Mice4@^EE3k-_Z@o-K~zd)?^`Q6=y=-+Vf4dCP_&^n885 z(;~fIO9|Bzu9p}OypGN~*!ymOmn(>6(c!an~^FL{n&s0^% zBz`_A9~Q5yHksWuo!d7CnHtZk(HR%q`z{=46`|36V)#%zBvm;+Tr?(D>9Zh^f!g~8 zB_FOp!6ll!`WsuZhuVogRrGau>Pi`xxr(Qb3D2p-YKf2v&c_Z75@{%g53VsvnhS1H z`Yvi#HexEj)EF$dC{!+&xAkkzDI}rewX%Y@ZTA}u;2CJ!*B|bhtsVoVWG$1qag4Psij(<$UP!`0*X{3RF9`ljh^Pm-CkM*f#r7Oh5E2@%dXIFgD zt#EN-@o}LEMY&ZaxYcOll;glZeTp$at+AbQiQz{Si8;B(Tjc6E^xFM}Qa68KX5v-M zYv+1U8+@L`B`Z3EeZLBV4GrPDdn{AHw$h9fPY-t&-;_!tyN+ckU~wK6azaE1ynO30#a^f+CyY81ue@+#k~Ey9hQdxGQs z7?$YNEHQAY6z7nTHnEUmPX{3`%Pw62i?fS3lQp!6mj?K6OB05b^STJhBbt<^KU7hc ze~O9K!nXFMkZgA|5U5sv0Vv9-YtT0gj?}JDf6%ZqEWod<6(Bnl+a@%MwEc}^0=0<^`hUJ_vN|+;;&0tO~<$1oy>yc64}T9DV&asXPkXm zSkTY_huLje|uTl&9&d{#4^;PT{fXiPI~IH7j$mt#byYLh?EY zIZUe87zNZr3ttkiAr>p}Iejmubxy%tGX>bzyQC65ADf|$EGQ*TH&Uf!!mlw?Ql4@% zdD7jw_nc0lW|K%|lwVDgL2RWHVQ|HARCfDCcEXaTx;`GgE@7tuT)N!De``-R#Lic{ zmMR})pg6WW+25E932qkhe{7|e)WJ5SCdnsdf#jks5wrxJx!NcQ_cG~O;h2alkG^B) zfL+xi9u}!O7K43{DM~e38W`8-_l?<23PFXMC3F}0CW;~IJlaT%GR#T&Hs<|Q9j=u&Uf36Gs7JN`% zCs^Hj&r?A3y;>`yf>IEC9Uu0Q!6$Ice`0ReD5u=wiFnYJNeeiW>UUAh#oPjyq&R^j zMp{U&JV<%^BOj-4PjX&Tl7ccp9I8nwB!0=CE4M#Y*?KH-Q(qa48xUR8l}Hx%;Q$lc z=X(T8w|$!A)e`L`Hw`=&O(-|>MjU;DPc7@=?B7`b6!Q?vO$<%)RkXUU0>9U-@Vvw z*}xpZf4OiFEmo(;ABW_!G(J_r)6SUPW7vj23$tf&9h+jb6rqg zrxt~?l&PiqT|t~YOoo&Uopd;DJz3`s4Nz5JhG@K5igZUn?s(MAB561?F=wT|JAKag zIPsb8z#gH#x{$MSH5k=n%!+>0LgcFv|4gcFI9n|>H;`dWD1DioHQ`?^0;q6HOFF0+h{`%S66K z{?JV)#{H%Ik^LOhURX?|h%~OckMmwMaFha)w&=wm?@QXCAt^sF&}{a_`vA?}|CvM= z7;8m!V3|GIFc=fiB+Wt{KOb4qi*7%=+*6|fV2v|(&_lKoj3P;9sYuAN8=Qj1j_r{v zMPUAfd%|$$!G3vzLb)j3h>q`c-j@~+-yj>cE7V2?f&kc5wq?w zwp{w6e{;i9h=mKuLvp)b&YEVu+;Vid9yRTI+1{VW1QGH+&nix|KJ00ByuDxofR8yB z&OnOhiZ}N^ig6*k%iK2+<27O@J2*$Xah&!lZbJSbJjT+jrbA#r3L^RUv0bJ)54Bn$ zWBni$<$w%OKn9zzHkl0>%Y@&ZwqSTW+|aV}d}#ax&PEp<%Znc# zDqo$^)tAX6f0VQHwY4+Vq6lbbuB)gog!ItBb4y-o!0T&*nJtAf-M+L?iTY!%(Z|d~ zr7=uc4`gh70!Z%h%a%yA(1ywT3JDWSb*vIt8b8>n*yuAD3BDwe? zkSm_`m_;;bVTUGT(6ZL-MvBWwckabDJAKcjsxX4KbG-{Yy;N;07CPQsj{4|mly613&Z&PzH4ihC(u*6F`1K^cY z{bf?B8Z^;z$SSdW#Dk9GVZKx;_RAJ?)qM8UUXWK=P*<6hFLIOMNvkBlkYoG;iSMa~ zExYu|=Tx*X*%Yw9#>Q2GLBFRM0tUt6D|LN7V#DdgYM&5CF*;nWA3sg?rv!$}dDW{TIqr?zTqqW*#7DaK=({)w+{M2!Pzv zKwdTfg^mq#%E$1}j_~)0CTy;*mN|;-lo|<5I>)3CgmmSQ+DnZK;L4K9`!Ll2&cFj# z9RwU9o-J(zV+NmlNw?oZ*u0ybawEqg>agQ6yQ(j7B{#79Yz~?*?ck(Vv-vrMc9Ct& zJuTjAv}=vTfj}LWamA+hcC4=S`7Db1m64z#y)+(#9Oa3%g}a3U>ESDGr2>Z*sk5CC zvJjaYRW#^>fs(RW9E)X~?5YpG#|yujF&z#@Hm6w_m1c{ZMPl(L{gi{ZDijW>4_d$J zd0{+?Wn%u6o~j4HI>r|z_BxV-e&q7%f=XLE*#(#!m{H~E`r&w)OK$AZ$eZZF0{9^E z49>FZ)`liKeRD@|b7^l!GiMbyZ8@9zq$t;#qZ?RA^8ut+dMX?pEbm>q)b1(nUT^#7 z<;4&a57|%M`+n2A?YujT@9n|w?)CbWG>Z3PsnpuzamW->`{QyxeJ(P`&X;z;eV*|9 zmrb?-t8oIu+|$n-B*nxczqjM1reu*ntf4<-0EKxF^F5h%14Gy3r_>hbm4JVm-1H?K zy{~NOddCBY+fy$I#2j4ZHP!XaUFF>&|J;#wbr#%xE+|<`1h?;j+XKOCB?>OilD0aA zO~59Wj`ET}wH0}V)vd@CQ*u)YymDh{nn zbS9MoaF2RUHYtuq+-cQRP zOA0Y=q;(|3Roc31rB1iOn&?gk{`M=#x8cFlnHp41C_BxH?ie3CO0aO&v>?tsnjCxY zk=j~4F##x9>@F?eP_}{TIHJYRFA9|S@RL}X^h0Vv8oBCa1g_pNdS3>5pLVds?oG~f zz=<(Hm|!ks7_6(G8d+Z&8?7lxeE6`H{l(s2XME0A%YUYP`Z%A4Y?F_0$_nA>bqf-m z-h69g(6_*vm^b{Op`lJzqh6jX7cg6D&-uoW6wRbSI(zXe#g(nUEFgA0G)IPqCpJSR zDM>zRd6KQ1rXJ{b%87pJeTib zNIMGOb?Zj=Wp9K}pp;RohS8}MGh}3WV#7AaZvM4Y#|Z0heyu%3ah>zB@@k_rQoqnC z!bedyD+U$CN?NvJbf}14$!y^qM;)r-3m>{OMDXSKorOpi4Iug&;hxyJz`pXEu-#gH zTl>|Yo(aEzMh1f368ris6*UdjCj64CKP6vCJlN-N4NYC;Mb-H=jcp5cV1l4?cj}jf z8}Xi@kqqb!| zzy3#h*rzgvxNv8W9G;u{y!BGi5#rf?uVbZ&HBemfRSg)6A3HuY?5nYniWu?7JK=u+1c1*k ztoQJePTAoTbF3nEMY>|HkmGcdtEptg{qvAB1eg|N%LNQ6q;YcVAavv)I(879ms%(> z7FC`KDkV+OGM-W~9`>3R4+EkX->I>F(zy``C-l?~Cmb?t7%qdp-9W-Ma=B(xy^V-V`eqLN0_e^Sa(IDW;jr{H)`kx2y?2zc5+6IhjNdsl&&(5cV)r`#5< z6*o{>o^DN5m09<1>vR&tSZQi1Q3IC>Y$bDBb+V>cTgyt}8tU?L^{ZbkN`ua}$FrAf zrYK1GCe>z;>3wNv=us(s8M-)7Y$gIrcyrZauA7DLOZL&i;XXc>Xln*pk+iKRn|5A2 zV)5W-%f^t8L#gvKC@(Gr`fQniM{IYXL<1Vco6DLQC(Tc39s@d!b-# zLU+veOfA6xW7wzfVli)L+w&N_qgRJ^Wz14lp3|0}RxU94Bp2iM z+3&GW8u+3AehQIXAOg2SXMya)pN=+}9O*G$wh+HC71f+#S~nbkynwg4C*Lcv1F+)Y zP>rX=^RD1!8-EMP{#xQiRHgZgp)lpc-T>VmXRzEOKPSxA#EQeZI)Kv;OG%#3OYmq=9+!brdAshOR{FKB^ z+9-4dZ&b|f(mQ^TJH*-bjF7O=8)#OGuLNo|CHPlsS)o0J=6xa?w*C)V!pZCfl zd2%|MpIWQR%eS&s9D7GrRMUtcqa;78UXFnc;xg1_O&{bn{3AP{iXXZAN8N@p(0n;U z$7>pwia!n5zC0e7e;@i(>El&$S7?R|qS4SqViuMEz=haJr6SpkWQdd9goD)hPD5K~ z0ZChUh7EK}nyL)-j<KVzEZ`I_l| z+ICdo9*O7rT;8zu&_meXD;%C1URZlF@hhvtW)rVlpAtLpZ@6=00}w2YaE_O@Wpj0* z9L$SCg_{T%?f&(7D4^oDzS1tdJrd-ZQHtqMF-5G)t-^SWBcNxfa|EAW zs#UC8+1af{l=hem4aO=esyDG5e$-fqnwD#y16anumZxtOBKby5as+boSHG;9-!wgX z)ft%2&oNgT3#-o5M1In0(5<|kOB^>ZItD!!oOLBLRAD#U8Hrko{xYAtjj(*qTNYXm z=anZkq~c?jYo~9~jNRN{CR4&O&6Z~yFmR;!jb!N!R;>f)^p`-p>EqXwVZK}}F1CKg zEk_I^o;R4Qv0JM2?xu8FN^~oAyV-ISyy+HMFh2Q>Wwm z|3Sujs9IpB{yn^`sPlnc>d_}I&BU9!%H;L-oEA%A-Mb~92V9Ja^(u?5{*jq?Q2JAAF{uCC9+@76i#@&KI~h!Kg?ZCbex~}MDadP<}$Y0 z9KYQ0a(O;JKU}%dKel?cF3Fc#B5N(P4>CCbSgJkJoa4=E+lR=<;bcw>k>JOHWXefj z#Td-nR_!-&G~|KRT>YJ`j$v+dq#Mv-dzH8c>V7H!D9ol&x1H&k*CRzXv_uY3oJ$n4oa{~r|*^5{W4{l zOwj9;yOwNzzXC>y2fN#D7gJv`)aB9B=18oKpswqd_7L4PK(BMVBALJI0IMYGx8*wT zjE?}?kq0Ug!H5~|m18(=RLCbKA0U43#ur#G?6LJ*Wzb@K8geo{1aNItAN#9T6{1iv z8iwO8Q6rbRY(kMXu~(on*;*Ob~j?f+JS**>58zw<=xyUUS6-~T~TB{ z+j~ftf*1Hfx9v7fmiP5!UN>X9l5R#;4VOT=upRZUK753(AZraZ8Y9?9Eq6R$0`0KLA_eh3`&N9(Pv-Xj~`5t5I8>Ts*P zZMsZ8e#V4?dYYtOfwkxqO}w?#V6H->ffTtwVSy6FNq0^g8iJBaa8-uM#n~1864g$c zme+yZxm4-CEJ=6PxLQ@l;%5c`k95BM6`s1v5f}P+1Rp~Y)N~u zIF)x?X(g}uf@BVB!P0bsro@tDQo*fDkCgx%gz$9-t~haixAY- zVYIN`s0kJu+bz};{uRl2DR@Bmk>4!ddenbmnwX0`A*a$FJune4gtEW&?ixV^rF~c} zwZlvA6=E%p+_+U8fq#q>7fUJVDTY6z)DuSC&Od;;y58y9zLn%Mvjkx{RZc0=)`ug2 zkPeapuo`%<>dc?q=Ma%Bw1E!$srfB)NTwD2nb9J+iB{gdzzXZ0otX$9S;r!*lsjs-sT>6aBVpztgwJHyk zkT0t+u10ps;8i(vee$TlT4=V5QDgo1Q6M|1B&`(lCl7`b@+PHAFPNO$_T8-VWwj;< zN_QUo>S`_r6)I3o^^xQ=t?gHalfrWq@|*Kt@`uI<4L_$<>DQ`7J{#{33opyF-2Sqk z_l+`)x3yNTL7vhHg1Ygm(+Hj=-K>ER(bSl3&{6$(Bdmw({sp4o29!{^5bLMC(B{TJ zPve1f{rPa)apUW^Bn@WW%5uWxelkC@I*tR6J%0Z@LfSDQY1{Ly%$ulBFFMvc1QTQ+ zWz#n56p9@D{N8qw)9}a)_*!9)?w~22d($01ztpV*C9uo%x!9);&gcIk>MO&d47;sK zQ4jA?ynkV? z;o*Arz4uycuf6Z={RW3co4K%!(Tg3f$62&rtnlX&HWVL6HDNU4MIIqG#qN-@Gqz~l zP;;j_Z;|y*Q+sxks`yg~K7WF;*WI40a6|VbVfnKdIBC0j|EJUCx;!JRAdT5U=RrdS z<%*MxwzT%q$dh#Mc$tgYkzN1&b|PlqgKo=g=p}lpym_Y9Y^UBpdTi)ulJK91hyD!= zhQ%WLSfN0de-R~2eaH(hOK!i|8Swv`OghM5FoE>V|846yYJbQ3kwCS>`rp;2iPEXq z>}qhQsOvr^U(#%-;=vTbXE~EnqwyIXSsX+CDv#dFB>!U$4W<_Q88pw@UFT04d3uRa zBdgbj)jABR>-f_4Ni!XWbyM5Wud^^2LhCZaR@x3SWY2g_gWS&p?Y;IFZyBJawC#=$ zev3rO_J=JR7i-8A<-o~M9_#W@8-Yc z8OYHMWJu;Er&J8Fqs#a`1Jrgx;#!9+LDiNwvBYm$-)_-3Fm2D&`(%}PLMTzZ$Y$oo zI(d@JuLkAXWYl98g#~04=07I3y#6SZt9uyTGCFCq&KU@iKJ&U7zuTJ;)S~F$SQaTW z;8O{Gy&hR(;CL{lQN^;~uNu~po;-}cTe=&edUjuF{j`i(Ybbxn!BwO7(9@7Wl7IWB??8C@@WBZ85()2`+z%O`qxnui2nuFUZ>Xt&wMmeKe+ ze=Pqf&wS~Nn9&~+M4diXhTa5!nF}lna|j&I6ihc1z@oLT8nKJHt4*S1;uY3A?WJ-= z0w{)J+MeFzbJaSrh6Cph6#qs=;%^=-13k`wi`A6uz*9Pzkt}KZA3;H#vRcy0`HYlE zK5=es$?XOL*BeZ6x$Nb><<#+4Mdk<{S?o67{MCse5<9my&ea}UW^x6)(8b}=MN+P_1$Suzoxr(zzdg7x z)-~9T@+{j7+y7PDUB-T;y)67(aplG>x1$1>j*Scwfr&o2?7-_Nh*V^sHmQLH! znVF@Xi|7iyO)TD1WiLu2(p<{E_mp^zdd8BDXP0gwj;0}a-no^9B)dj@?-^8o#J9g_ zg)l2_F!bChiqaYP{pH6vt*0FBSo(OX*6-jn3E%JzRs-$Xvs7CvEr+Lo`uA13C^xymaHM%8l~I(U8LMs)6IjU7F7 z@@X`gQ+Q;*mINfOegU7@J@BWKlhUq_nRg6g~S6oe{H+K-A(NPJ7HchTpVyV~z{ zfm(A)G<)uRnXQ9HU?y&v?oZDw{L_Vk+}E4l`bA!LhSM9Ll${kyb$?Yo)Hom7(%qS< zy-ChYcbaK95IOc&+4)Z3ido_KUksdc+xdv|8ptWl$G=sOHz(=LL09)$i>y~k(6b1} zq>F@WMr&Qa$<%|CDwo0a?Au*kq~GYMLD?=XWn%ntQq)XVg-CLOE}4U=WWD|M;ha5@H>7leW5bS4OMgb9 zf2?@ti{va4h=_p_V>Wlf$eMxEjeOr09g_6UJDkPPxlh*#UuB$ImMalz33d7Xe6tqZ zMN988wVY}7W(0Z~k&BxW*ZyJ``kT!rW63E7#dJ8C4&}OSKba*bxu+YPTt-F{G6!fK zG)LBEY*eaelvS-8OkX^8=+%uF9sjCV1&Jta?}aJz9;5b@p6WUHa}gK?$h z;*?%FTjX*0@p&3PgYHhJIzUT!KY~@9Zqww+F(wp{m*rG4^@epntnfUhP4w@SD_W0H zuoKbJ8&!<`x-hLZBf->LEKX?S&qO3|8&vts6m<)JuDj3px8@=)a0ZDCnmL=`LC;N8 zJRj2%nagfK|7)d-?KhzVp;zYvw^t*#ev`&$Qm0dt-*L4Ht zYr|?M$!H|FKrQI9Zyg!12&|1b9aX~cj{l{lHfS7CP zLJ0j%qleI(c$ApT*1eWhzK;!Nax(P3`@1nP%s>Ym;%GTiHdJTHAo3G};4Xmh%{T6n z6A;;qjlY~SYNRii>sGNk6&cwIow_f9`&1_ybID zi+O0wdims=2>+>SzwE?@U2>-fA&xx1>NAXIoV)MDp&rb4d>zxMFD}JUUHwQW%ogje zg_qAVi^i*LbXoe!%<)zjNJS*?&R4tLCJPgZl>Qa1_UMhi8B$=8RzsyB&BtYC#jDkt zs$?j3syY0Tgu8j4U^albd7hUrY3p>Ez;dj;hQa*)OP*h_coBW z?30VspoYrvUFA_Qr9tvZn%MC8h~!p{@is~y*DsS^+eEy=@w&1lU59C^A^@G%&2CjJ z;F%*i3F{x7D=n~d_z6LWCq-W0t-jN*=y|+6Q_l;DzL~35Sko3Mp;r@XE2y=ZOP9cZ z?aieyrZB!K$qy5qZFJmuT78>vv31!5D7u~xcruZ$^0yP7Vg4f1hI&ZSSA2i+Cj6*g zXCH9!miC7G_0B2WJyEVbjDr)<++NS->d8eK#eS?2;c*$#`n&aUaV(bGbAmiuPMeT@Ug?hs8?;taQ`H2OS>R0wWhc z`5+8ImRlXG%2^xXR|70dTxx-@we&JBm$T6qDc5Zc?>@ln>kML)jZCFfhF+?_5E<2{{Fh4S2+X~)K++kR(s3RrarH2({HZmJX zms?)|Y~aZPk=M=84I_G{Wwln-{xr(8jZPN`Kfk@?+-phEj(TJS{;4C!*;eNn z#(GhQjj5{D+PU;`gVRx5pNWKd(#w2X6>Lsf2mF zfBDIj9@1hYIXBE;G2%{cs^M|*qFI`lW^s1c=xf%`*a=>AX|{U`nSsBCs^8;|O@^fA za)V~$%^jdYCMjAPUc~&drqr~RsGE#;>c{*juStBTS)@TDg@%@6OhSH1z++^YX%sd^ zE1)l*nQkjtuCtC0qc4dJlvkfQyz!N@>ls&ZY(?ny#e)1>)Ogh9N;CW}T8D}sIE9Ds z&U|{~;U)MG{V&>dUJla; zqeBx!OJ(Yv2xo&*`e)E(3UQYoHlCC`CS}L>47>k4vDy94(4#N@wevsi|2S@tR3}KS zI+{XE#Ve?j=D0sGzqK!+n?(rW9;a{6c$Lz@M5`^#s{9JgW$*m{O~_CK9yppKvCcBz zd7^NBGh|QZWYF>;k5PN3;o?-TDaZ#Ka_f$5WnRi^GE9EKs>NO)GPm&9mf(LJ^WX~c z8fe7SKkES?p2aZ-t&Vl7OC2xdsY~4)|4cD~-nN_toz0*#rF`FCe1ukCH2+E=&ak}_ z|A0leG{(_p8lzed$8}8uf#D^j&rQA}6LfnqB2MadmJjWJb}f6g_yCi%aM^7wV#{15 zC^JTSks`0O_DRLg-4&yqvSf-fj-oaFd9k`P zWp3Rnx-OXF49_G^2DKf%^IP|@k+?+^Z4y{iOzb3f(hX9hmB~-|PsqDB1bCNA%Qv@n zzOW)|RJ>moFWT*sZQOZI%MxJLdv?a5GS{*>vBRHPL*(UDPlsuAU*6gORC7pm#I(9l z=>xoHW7|A043wSvzTH`}B-!p|dq^gl*51V1?AebGC-bFp*xYp&b1LZ3F7s^TUPOe~ zEshgOMCkjcBBde8yX`OVBo8Q^KGcbo+a2CGqNS^k{3G#akVFMNJd3BN&P~gs!$|S^ zWh_x$kg1IJHkxd)g;crK>q0Fu-V2iYO0SV}IA5i9+++RBb9>IKm)Cm2kK^&*Pk-Cb zKZ_={Bc6gQ&ZSvUb<0dX+Ox8BG|)}nGP`XS=G68tfWl|=*cC(g!M*DUUGBekg3wYPcd5td4keUk?0`*O z{u8CI3bqwuJt{+@e4b5FQNVeF!U7)ectktV4|Zk)xOzH)x|bIuTJ|?SeKKCNGsfD>;y`D%!0-1W zIVUfp)ks-NKEyY7cC^1ceQd7Y&=u24+S!2CIFz5M=~zDIk;952igsq*utWa0H~tYf zi%r;|de5Dk-3e=@gVmcG1b7yNc8wDX{hy6P4EyL`z@*c~o_f&PVU+IETJP(X`Ruu~ z1rns#>5V@#a9aNE)~@pzNx2{Vo>s9iw@uO?$ZoAf=3phL@NXTVH`~)yOB(BZSrWdx zlg`c8fbaVDV9%Qwx)Q1U_I7Eup(<`o7~=mueTQ$zv4-O8C9>7_e@fYDXacaUNaXT@>}>7ro~!sH-mi0Za)47*DGZ+2^2WSbpF9z5N~de4Sfp~*`!UJtVue(Q14GZnYw4qEd~!WBCV;x*i)%>0Mr zu4T~7G-*oz_=Al4uVUA>ZV;p6O0`&Moyswfq$s-5zRE-+d6R1VuK$zTqZu7wA3(wU zt!k!U_q^kllY+QiUEqwfZ2gu$QT`+}n0LPZ?;5IJy9w-^_aB%2?Q(q%^Y0dy17MiL zG|=}j?}4oEMOQhK?|BqCSrc&Jq#}Y@EAiS zPOD66ub6RliRxv(z1`0A_R;Q5y}i9~tYnaM&9M6BkXGgTct(KnDazkjx8-c!f3GEs zoN+l}s7KAA7f$<>{0-IETS~^Tjh1&g;g~(iqj`T1kMieMVNXr6&r;Xjc4x(f_6F&s zA7mdTH+ZhR+nOjP_4G9K+M9P@?bjALCf^h?ZS!JBy`ggkh98ZNk0OK}?{ zeKid1q&aNxaEpx5bzN%Sr-^rd@Rj&DyN(lW05f~Re1!gZ(-xg8AW|7+b@rk4IlPj! zuvRXe37u9&!hl$PN)0Xn;a^&2n1?rN!F0VODZjTXEP~sOm>9XI5FD{Hy4H|r!`@Nq zPb!-IB*}>@JZ}b?k2yDthPbf<>nX2C^7RV06W#D;lmvxISl8OrqL$w;5&OQ`)&%i9 zxApgf+Z>?OEg(*jd|(U6ZiWUpO;=7GnJE7l1qdD}>xK`jgZKedV4+^90ND0lSLEf{ExWv&*c@@m>$qG$^89Y>a{`KucC6k;;Jxi_4ot>tj@|K;B zRXLtgN&57yItORSUtnp&L9uSROu*DU8qIZh&Ghh1X%e}mVEtTg?Of6Dz(|d6^ zW$Uy^2<9uhGTUrMau;3VkOr#_Hc5Kp(v@hZrcEOh1x_p~!FlTZC!xP7a!lS|Kb5iP z(i!G5j%FZ)hlejbQ_~w<7`V_HMv)ZHE8;>zv~f-E7aq}qZ(hD)?FMtf8r?o3Vv>Jv zMiDeaKDCW(tyt68$# zL*LaYHWYF6YE<0{0~$N(C~)DX7pM`N5$79;Mv%0Uf!%LU6DZ&|WEWNiYX>Mia0(}^ zkvMPP2=eK}f&7LB#kaC9luEHmGAfa8o#fm}e)0FVl?8^%0+PIQl`7zw)P+iT#}f5C z;oYI?fZf|9+J=g)+z7@@N7}M&N0|!q>$O;hEw7zf_qF3`N$=g$3d-_JBle#)zy>f{7HM{BL`qd2Q$k3T#l%ck2U6GEZ zYkobm>orU?nl9ti%G4A+U1b{+9X%g(8`vg1$Fg6~IUFBVXPK}EyUQ1#EePjoVJ08Z z99?W$;}E#oPL;p`F)}27rT@lfiz(sUWf@3q^!d;&ba<_x+uclA2_^xx6dnflppy1< zg$lN!V2v-4I(=tNMJ`m}$o%`*EW>LkNPRC>k?R6@@f=_CqBm(u%5hB-^TKE zftO#eaKY%$2OYME;k-*AW8f`a(B;AC9~hfKDqIR95#O?aJVgyMPE9x96{rE;&%c)x zkS9nM_3OHg=#Jif&!AhJ{nL(5wZ@X^y5$D9(*>s64iK5!)z#fHnFXFX7TA+dPQ4!O zf#2Dbb%tA8Z%$7m3e*D|eE&@F$(a5b9rd|593LL$Wtx>Pd}k!`MBqf!sz4_&uE?dx zL!tpP(5L4X(WC4dUU0QBmRD9*mX*aM|Io)*SsKFKW6~~Uq?AbRqi1DDbCxG@SrI*O zR?**t7fl&7Cb>lT%iR((+ACxQX)|*@4IqZo1Xsg72!GLnV%6I?UNL-GXC?+L-Q0jzM|!6FJF;Y^3_;r)jK z!saJ`_-mG4x`>0r90gu7K2Rl6Sf*FU{UN0UXUfb2MIi=92{PvX?>qP-C~%sP|42hJvLn<2DDc8Q0f!ub5GUyE&cARCo!Hk!xGR3vO@4Ip400%#?CYUuTyHIc7Zmap+6oe z>%1lX%n^v`O=C-b;rN0w#;5{bgEt`6n-vSViBaD+Du#33RDug?@GO7yENx`_j_#9Z+LlqGRL z#$>xp7HJm)y9UGcF5fmyOatqlzgxw*JIW1V3{4-54ad9DmjiP8p*jDF{DFO>+D>^rC)`B zIN-Hj2UCJ|rKG{%_PpiiJ1|$>B+5M&m<&ShBfT{}Q09nRqBeE^GNL#s_0m`z?2dNM z%5(VCan@v&;e*L1&Vi=D(gKj(6tl~h(DlAR zn*1kMMHZ~^vOXmq|5}i$cz=%-@#>-Ph?6XNrMFuHHZMc2BXmm*n!I-IJW(;6$v^dKXg8QW(ru4@+WmC$yL(y0iqo7G z{|*Kt?z%)(aalFeYWMeNap{gAq}BfI(PNl_Lj<7@-Ww7UlG4&rX(=fh9)oJLc066( z$<03nlH%fv^yCHx1`uawS@$)Ns_IZ>WhJn^e$gB^7Po3*%gbr5QTXZ8b`n* z*OM3yr2rXANbH^61*fcVOe5M+pQb)q3U~^5+339QW|yoX22Uo+62W^)2A;!{0q6_h z-vnnhtv{ksLC={T2#w;!Mnj)mVlVyu{BXwrqsHt^fZ1}-(AK2$Eb?|CUnO{!x1A2l z71~1{|9N+vuA698nFD4JoT3;n(Y}{+USlunREmafZ$zCE#kU>u`SE0DON~6X);pS? zpC3r!3o|DrCH;4-@k8nyrt#u=Xkwh0j#R|I~r}>=OxXh1_tKw4tVE2>rqZX1ut)Xl!guSXfw9Rdvot zElWz@&=4DAdWEMIHxqIS2n@=qs)0vCqCDK(G`vRjnIv|MVR+F%1#1R^sK$QsjW+OD z`~E=60QL*WTy8w$lM;pc|s2(&A#d*q=WI*hsFEjCzswucWW;!~9NzuIz@nWYarg29zL1 zs*NOahJ?(A@}Qyn^^`)M@;6IMC7&pTY9i#`=Gd~h|7NNBE*YHO`AbX zi@!C)1nkDhD8b7(j0NDC^dLssWXiP^P8-bc0Iy`4{b&Zns{CVhX*zfruYp8RM>CpA z{kkSK4GXPmMz@VD8TFuWF!JMj0$1yx%uGDgQ1(l3%G%GX#cgh$5XADc74d$Y1fQId zj|f~;7wT&Woq9WpO5J!sZku++HhKvW_!~(N=2}AdzU_P`B|M-ha>-p4hOP4h$~vdH%}uCO zVM4576k7Y6!PnOr;WR=uuxkMyTieO;;>qCsnOY~s58^(0P_Nnz?h1i*!FJBTn2HVY zb@pd5M*vs1wYC-pHt#%;Imd|%yuAth!lvg5?1gwTnx_~)-{ODPpTq?O+{DBLD=X{H z&JNBzaQ3UKs{zlz!i$QXy`Wp{j~_oKCUlO`BpW^JmDU4o9c}XrqE27b z@pxr!&Mo;pEi9IRFVwtPXvaU6vhJt)Oybq*d&CAw<~1hHnLwdtE6h9dRZ?6gbLArL z-@pHukrDX!{!UNdGdnvw3)(8J<9`gt@5UK3gUk}P?rvaAZVOSeURVTg>&1@O!MhbM$)aJ!+8jVCvs-?P1jIX;|v*9XQlC z^fqGTe11Sk99-OTC{#0v9$ojsx` zwdGYtTc6}9i)E+5(%cexN;E7m+x+OnU%|%&{GI_HUiUOtO3|nTsY?N3bH!t5qAwPn zNuNWI@mM@NEpCce?;{gXvAR$ec==V;1n@iaaU&>wWsq?)(uWFc$>_G~g^}0ZbJb2s zS{WKy1PwV1WguSvx%e>d2DhnBr=(2#G`!sDesO_f_1)YCl>s^c@Ywg@YGuEa5QD1S z%VqtzV6Nfc-|Gl~EXSlkC$uMO3z5jCA2ehg#;Ss1Et0EL{r|680#|p%4e_T0Kvsu^HqWG5p9g6tj+Bwxf?a+249Qj5E4EOelI1w z`{ugq0M*?35~Kv;`9~@N(n8t)rJt_Jg7{Hvo$1j#?nQZW4Kij4uhrkNai_zrz1J^W^_V{?cP?f3Xqg0*J~!hfJ|rZ^P2)fAj!9{nJ}?=S zHU4U*y0Lg~^M@9t?KRiHkvZfi1MoR8T&n=p2!r`#vTq$h} zI}oX;#U#h|PC$&vh|t&EF;I*9x{N6QiMlu#`SR%Y+T{)Wrv39?%gZAyA6EeK_Q!~O zA|c^LS8uo=TrIAD1Z4F}H=&7~TvxyP{wHRR?uV{nPY!=`5my!UAKC+8NBb#Jb>bL^ zaiM()q0(jhVbujboYuQNEY(gsqItSld2x$RkY!q#v4rR|Fn*~fB|M@OCzFz+MZ>eE z$Sq)dqAVX*`H6b(o-eYy742%SZ{Dh;iA#5Hv4QS@^{rkPDs)wM8w=D`fV4r3aBAMM zy1axdRCNl!;}0SucY~fX>_16HL^$MFaogcXA4Yqf8rEN2x2UF z{hAG4W)&p(;qV9%bEE*15UuF|l(zqckEzx7In=Hwz->aG@u?dj&U<3sy8)J#e=yox zq9x@sb#<$!rPz3XtWUc68{={RUhu2U7XqimxC;xWS_qW_1S_4Kn(y3;AS*6mz$d#^sEUDq2;VJ|Yi=T#w#@x_QZ1|0ib8bPRa~uMk zrwB{?`~%Q7xnfpq6~bI$W3d#xFu#xt#4-*EYr|~HBUV;;WB_u`%A6gS>7WodOP5+` zg`m)FrQ}Pm{W{NcXUBFm9{!WaOo^JuT?G8*4#H`OkYsl1PZYMRw;&LkKvlNVkBf@J zEvBKO3a)I=Vh%i}(D3UFC&ixb;9mi4fvu>hD8;zPxlRBM;WcSKUyNV|>TO73Oiav3 zhWIlnu?2qE<-gnrfpEgo=D!6aYO1RNh5&HiJEb{2FR}yh;I);NZ*=W&;62b_vS765 z)Ab2yYP`g*ks73{|^yb}SS2X4KJg>_(N7+?@FP7%~> zZbU>xfYK3#K$^pO$zhFBL0xLnX^7%(FU&DPk8+NhO+lPyEtsSgD3qVNQ2OKBC1nBD z@MJ7Bz6(6CgL*=%Em@O+AfXYM@wQ1y$TWDYZmeBmh8Zo<$nIia`&ZQ1tKcj_2h9)1 zeK6Kk>O53WvkX?S(jBPr?g0X{vo$>K8x~qDSW~%I7mE01N&FVn0!u$np{x*MKA)v` zopYEn zQCd5|Xp>5fw60&5wxOyVpeOb`|Az;yq$ut;bp&C%=bM*E^5y)I4><~F2QCBlbFQ~j z`Mh@><}0A?a&mvZcJ?~Y){jq5&!I)1$UN2)i}q_C)=r{(f1vpyeGO0u0Litq99`>s zlq?q!7rX^9la0Z=1DHYKZFFCsX|vQwRrSX+9y5qWQB94ofbhiWO5Zn4O-*`wdO*%4 zc>TcL2++#7x!(?rv(!W_OtMUG9e|%aI zr-8DWS}S_>BIehbf1j9mf3)EGJt|oya0);ZwQ|?{JGudS8MBN?+Cfrg4g)&>tt+p(*j2x<@UOwvHqD(*sjrHu z6;_l;pEs)PE?=L!qUV~<9x%%^La*T?GRE3SYwQIdpS0f;tD6|D?Q{RoK4;LjcG33s zwp387V`sQ(cF;|Ct>a9aJ%E&=7kf0$XY5O%GPWPS4v6|1S(0*O{q5-qhtVhX#xuu% z{+uD{?d0x$1Sn6V59{e^X^HlqOA51I^YZe_c<(-D>Ma1uOb>%|Fv8Hlps}$L5E}vg zsRdA{0O(a$QxoD2?7uM$D*?07JZu)fK;O6uPG~YQc}7HqaSKRC58^p z&SnH4HUCLa`<3bGhJk_70-hQgJkYl$4bI{#bw@1JE%TVQFE}b}6)t{Hj=L#`Q1v#H1==~^2XdirFh)qZ!cMthYq?r0e zH-)7;hpjCGU`3IbnNZ9>J1eYUr0$ker#-P?C9X|k2F3x1>lOHpy17s?Cqby!TZLHQa&yh zhpWE6zSPvzDZIv*?d{n*=j`I*EkITc9tYHjCum?fz{9RM79G_8ruo}OG znb`t>XaHRuR}~<&{QbZU3Hzgb?(I9Hlp8HR2TNO%<;)Tuca3fVyXaCGkZf*toP%QG z;($8>?(}pR#WBm0MH89k!3zuTdZ<@qfBEvt7wNq{<%&IZWCxIbl#>9BMoV6vrPNu} zUZ|8i+{^1O*`aDA2?L-%sRLEZUQ?YT?*Obh@n!*JV03RPBy%XSC5OM5P1x%`daqK- zrhw@iqL^5Z;5Y%|8z*>poxILIp#Nl8lTAj2WO7;HM9d50>Xv9dky!O7KV>43monI3 z5T&K;o*HYi51`OHykC`pPwCcz2T~CZX% zh5N-ondA#}%uHXBskFt!;Wyy{$fHW|#vq^XBFH%LA-J#~rGGCE;H~Vm-GGK$hh)i; zU{Uu-rm@9Lv6$0!gGi;vf|MO7IG^DQ?Q@)6uX#b3;*7t3dw&Pc6qr2G-(0OcjCwEi z|GQIC`UGI%F9ZwttvGLSUNQkq;mOGt5&_Df6tfXrsMhhf5Z!V5;qnNAgq_`8Kw0`s;^h zd9aVs)bH)xK9ZL$R+9a*xb7_@ociPSXm-G%5@!l2gGh#K5EK7Dy!y({$Y>TYu6R4} za0Bv{3Q)oRq9!J?r2T2O@1=>nd^yay5?JO+Ld*NMuFZCv zpn@MWX6WR^yYc8F8Tvp^h#1OIU1&gRDJ*11y%Z4%b$>nmFX7?-1-uG| zwGQn(g|98&p8(T=c;0fpS1X&FbW~JYdU}!ltSZS}Jv|Bv3KqPhkMEN;s)Ilul>uAL zTP)BQ2<`>!4`UA}VcUQ>oNJ=2Ox*L(t&%i|B=d3BI9b3Nh;a}m@j|#!uN{Cc;w0xv zttuSL)scwe_F*7}MOP`p3;=~aqZysg0%wzTY(HyiwBzUo+M>qo!#fE8sT$1am9yre z67Pp-@1Wky@42QnF3tJ6!FiW$KOk1vEhV^#lz~r!E1Qd4`t0CLeb~|tl-rqu09c(Z z%ix!0c-h-^@cMJbFa#F?yv(Bgui0rnF&wDv!I#p?nra}@F9dyYeW(M|Oavidlo(zE z#dg3XfFa+zpv*@L6c6yU0Z^R?OX&I)dhZYl^qWpq)gpi8=T%RK=r{jLm7oC`C)^tX zkl)AOEUxo=hf1s0@FN6R44n6w-_tDmAvnGt%VUdi8%C|_E3xJUAO}_tP!OTgpbJy_ z+ndhKhhUZeG_zUyy58t{00jx4NMT_U02HyGENSwl>-gr!d9(8ntlov{*wg|%z~Yg@(jIpu*Z5^nkMUw?9K0H~S;n;6Lhsu)Dw5S#N)W83#-<&(O}ZaSX59Gcz-%J_5~}jvb(B zP)M-u<>8Sd_l3LlyZV>I&WHzNFCaNRA^1dXC&8x2_lRW%2^me0P)0|7cBj{*yg(_= zl_h`laMqLvOIt!HW~=kqLb96ufG%De zYfm@f!nE~*X%Fh?=1nUa$B{+<>7J-1X7Fn>x&#*tf+o{UBLKCY4edO3fy#rWWvUxj ze-t`t3dM^0;n;m!7CpNz(>}ajv;7c)pj(#1#i?1yBGt*XiW3w7yH8qJK+K#qb>8Pk zB2wN25rTDruKBBLreE~S{r`!UFI1_rG~o3>Quwe6wSZ@31|lRCXz_$L_gGR9Kw zj8r_$w;9CG@Xv@pOC%&!v|35r<)wQ1;6`rAhQUc5o74MT|Aq2+6k=c7zLCAaOV|d? zO5;V^Iq5qy4C;Wx1A97`m1QEh{5x>vg!D24Bz4ktud~~H;A10D5P?!UP^4{NhZ4?^ zoSC>Nw71g`FY!+R@u0ZOg~vU-&$6Vks{r3?J-6@#)PzqYj?&W77F)Fm_zhhs%e8A7 zok#HxNTz0HVq#=?rHOHOzCUERpKUifL}F8wT=-rl$SJ^E_ z8ge1~9XV8gcqGhurdaQkf5Szf~XU zZvLosHco3QK!>3D!6`VD3NS!5Pg&u?3tG(|AyQl~m`q&byu|&^LHq5Bn}-lw zTH95%lOWTe-cHDG+Rs2~6&DNZcD$WkBLLivp2SXp^*Qmi2_5t=+WybjWdvi^7x#rl3%blSitXj5> zh&>+N8+Q5B#Jw}0<-@Jl@=)g<#x@EZotaMq{^<{#=Br6p_j8v;%g`(izAQ=X7t?Vf zG4XHwpU_|WpYK!9^-h+~RJgB~{ewJ-Z}B;--=@I)EZ{l@?yP72EEcRiRFfohEg$I* zs?wW9Z$|ZSPnLJc4{r9>Sx$S&{ly|Xi4v>n-F4Z8nV6E75ZTgT_ogE$4UjLcWm3`rHu8gPhWxKuw6(z-!Hyw5LCZjv?W-1lkQxSS?Ux?FuI&XP*WLE}k; z-13hy*-2@7bdwJx3lyRdfXC(|nEFNg1#80w<+~=FSEK|3Y8;)mA9nFH#9e%#eQpw( z#o-qje8t=bpPTs0r$z+;my(9jAZT36N9x2aWLLkadOIz2(D&7wQGs9ysV9WAuQbbg z@IG;*>My#+-dlR18CUrRM_4aQz|*4@hUl|}Qh|wViv>Nc#~xPxD&{}&C*chKIMAvI zzoQWYYdkhhL4b?hLPikdsZrK>FbT(xh*VoVn1rpSHEyBTbaR6DdQz*Qe)Z!SNui&Q zRj4rO57$!Y>0s>{Q_qe@A9(V{$E<^f=8#n^RG^`w-@0)W>O;=!znaf-Gz~=4u3O>wwx(UCV?XtFLN>+FM$JRR$Jg98-4Z zn$UmnG282}RI^t|Wr{!`^6x*x>st)7W(|X1cmyq9?j$GYF-%l-Sz~>d1ewrte1gE0 zlvSKDu^D~c(~e&rwNzDAmF`%8|CBX0UcwohfUe!t{LL4&a+)m!&aHDqGdo;I_?OzY z)RQ=OT?>ddJ>z@V?I0Ggta*|`Jj?SI;AgMv1jZkMdtzMAcOxHyMR#V`Ir&c>*xbwv zPzs)?2(_LGT4I>5-tF|tYWrW420HTi+hP~YvfoA*s6}(Xi|6aZeV?yQZ9Sg2!p%Ko ztd&^vL^jYwO<7yvjkp+nwlCsHkdh0yKY^3>YdVc0TLT1zlM`TUiHj=p%5CKpSRmOa z8zDBq7b6T?`H{GOl(U^M`#1WkTle9Dc{UORZ^W=NC{v7c zuMY5`-D@MzAoA(SV|_(k)d{h}bpvz0UylCCtw+i}Nb|IY^Fb3=4QI?ryoj|A{DRJ> z{^)M;&mz`lsv}xSE2=x-h)cF^#g$+~_eU3k@HNBg`!V-ef4&gGo536IzhC8z51ckIyz6YH?&LjSHmj0$l z99+<&Xl0p{BLa=R`|iP+W!dt_@p}}$Q~Y{^CC^2iEZ(YlyidYSfQJHd-l$@6y=7ssG!qnTGN15uiKksz;t>v zYmFZ!7l4(pAZ6bRU>gwwD(B2y{Bcdgyx- zAUg3QJe%tuwk*0ElrEQnFrMuQx)ka`p|S0Qdm)J4TlMoZlRMxM95C{@Qykb;mmz!8 z{>r|r<(sj~7w`8D@6_H~nZNOYx_P)N1o(PcSex`WhgQ>587PclS&rV?lMG7&$(vUVZk@9zMc7)8zBA3qlaBr2!TlfO4p z>VK|qP`iEoYWVy2l25=Y=&^??U#Ya;5qfuj47PP&>J0fp_}0o}>Aiu`2QNXF_?FCf zalFx_195jjfRq*$kK<&?yXqEk+R?otVw$EKb73I{axvL#5?g|_ln}$|oZM-%#`=AS1tFaWb$4U9GvZY3-_Z>S@cAks!V{*OMFVWu zlI66eJPe2yUa+z93pYsr0kT`rnb=GGLW_yQk$3F9R=yVdc-(hK8DfI75DPEZKda{m zBohi*AFOR2O*!?I$hQ+>1YQrLqH>{1Fii!E4_?aR9|q1v%c$txN~1>^8nj;>9sAV2 zwW6^l3OXV(POF1u(K|)$tDm{YeCl{TALY~f2+#esw0F-JSuxNT;wicv&8V9{7Ai|} z?wx^Px#on9fcGraFO2>KI{r^L7;S@cksvG>4NumGETfp++vxAA9uq>z*-7YDfnHa5DUI^(-;WbfcS*RTv z8X`d96aT5Ynkwnr;^#gjW|K3wwOt1c9Ds|g@&kCTCpP`TW4i{gou1|1YkYiVJ!!8B z48aO-7Wee3^L)Mg%6^om{Z=i?QP!>gKDd>K+9}JuAec64p6$#kwnq7Pi z;Lr~fLCqznm|_SXn8=S+ko@kz`f;xY3!`0f+pn}S4WZSke@jLJ5 zec$K%qtdr1_l=h(-PSw3I$P>{Sfj< zy#TQwhy%=I2b|t27eg~GQ$yC7o{ntDBad22I@kJ!nzIot*UTuj+6IY?4Y+Oj^T5CD z9v=Sf=|uYY4bC7DhLu$A;LJ*v0Zx#QznGpCEVj^Oun(RqYRPoRUy5kw?=i5s*ESh6@FmJye{`Vboj zbrYU^fL$n8FRdM+bFA{4T+V)0#X+2aK)M(kHp;`e0EEg^#~&XIHp-q{%IshH2o|XDsV1`S1w;@0m(ovV9_NP4KJaYn1&1(Tni)` zH~{&86<;vD*(!DtS3*Jvn(l$s%>1RF@hD^aTgC=$?Kr3{i>*!n51-&-@+2b;837eT zlUTh(s)^PJw}UJl86}p#Wg>+*9|bG6`(Q+b>aX~QNSEY3iokk|u|$fyg20~22;+~@ zd98r{1&>H^w^61Xz~B()FJXEdpGln&v+^*Uo+LD6BqHxLHd~$2?|sn;c5V3iaW+i2 zA>osAiwX>12vB}rsO?IN=uz)xgjTs|H7}XSaa;*wFkzu6gVWSup8lBa3!{x5mliuY z#?L>cd^A*1)FTAu)Rsti=xMRqg_afAj?|SH2=>a+5WyB|6kHWwXs8WOmrca=d+1%l zUGkP_D9_M-(&u0?^Riop{VjfJ9W1~{s3Fh|dBaz!VMGVF%8ga-vP**|eYi&mJb;DN zHa%{kKpA6P^hXHu4BgjaW_5{o6Fe{?T|q*RE}?HoC+3*gGIeM~H0f8#RZ8(ZXUGun zATx@!if(OL3-jO&er=JQs~U11NzfG(Xi5V=F)JA^N(&ICqFv{~7QMK@J2~q!AVagq zjH}mF2FE9}7in&(@sDl^_qLFV8$o=KP1Jq?v`b03A0|!z1%lag&@>Us(g*zM<=|*` zhx2#Bi1m*qo50JLs@EC-2EKCw7ND;HE)M?quoFIF3}zUqB4_!#pasWEb9MFSdh1;AN|X9588`RudNhFn=md%4~^R=GfV zg&+Kpj3FTZFaKiV;kk81>R;x^eiS1@aB9Whwj35%7E#jwHrod=OBuv5IxF2lxqRY} zy$y}PJIK`n(<13A6uNKR`V23#Yeo#0*TnhQP=Ej65(P0v<-gQdk3m_NL;(V>x*kV- z*#rDY^*Crq&Xtgr>WE^qd>FQfsREO-`oddLsc-m%DPKj2Pg8@Hl@y>&9c456?*Di_*n`m-<+jG${xfIKSiJn4l=s4!|xnp?m=-VkFwzi zO0<20&LjAl(T8T%Uy)mT)#biV^DL6Hvm(zE;ioC_)s1{jcL$cd{4LJYRmjqaSnn9^ zkk_7Pr7&08vl(M|rj|U!gupz#MM<9^u7_kqJQJNO!p}FNX!u7(VjWrT!6|Y;LyY4% zsLxGRuEq@z{3d>hcn={m^frc1L2PYIO)j#6d6*7FapzEdAAu?g^DIO#e~kxH&n~+eNRsUM$GW$uP~aIW+!s(X8P60vc8NFZ%>v z(@f8% zY3-e-VyLKe=2)2fYC|RfgKO7YOaL4Ppabv%=49Uzf6Il*A<7oh1TBcm>jYe0ULxYI zie8p$RIYTkrw_)7kPsb{4pBs;d$JFEb2ln$@0il!{`T8|38SHoRBo01tND44YDD>?@vT8}Ph|ZAQ;{5j3{LISM zxKtY|j<`^>0bqq(h{ZsdIgQj|d^a;Td&KNlCtGkh^zM=Y?8Fd)ZAPMFMlA1Q2qY-t zAZqaFeJ*4)$S{Ny4LvyelER?58JcMZln??$D|iYi*%+pss=jj$zBX3jEOYl*l*#>) z(P*$ZDCJ=p+;$_&OtSHWytEehZCM;y2&uP$ic*6JqJbW_GNN)0_|nkuRdcwXdq0V*b+i%(ZpJuj0o;R-!b#C z`j^Zg4NeGS>4p&fhHv)p5@nM&lwy#mAfS=E8{D$+7X?8z(6-So*))Zc0D_ZJV*H=v zen)#zqcjLdCWskxvF0e)#%qohO*l`f_=x$B;(PhJB7Y-%+O>dsRD6wEBkAj@cMm7-8r;dmH z*r5&GGs4V_Mub6df|Xn1$e)CfJg!+H?#8% zce{h~K*QRkykS;#-ej+_MVDF=G(&9)@*P_IYq!?)W3$10Y4UI^waUfikyYlOq96@^ zHo4=|uOe!LQ2!UPjZaBGohM1RSZ5cVo$C;XKCja^rg;{&gf>wf_OnN1S+l1Z$KzBn z2*AvMHbN^r>Jq#GBd&I7m;}@p?Mb?=Zz4R0&vvG}cE8U|D$Z<;cTY~y2=*b3lw+@z zW07QH5uglzF+@-PT}NSNfk*c*S#P=4v!ESxfdcyiD?^ALk3#}xq>L-q;`inIHGDAA zgCfd3M8Ob@=TKp&fJpsXYcY2Aew}c?Qx6co%dGa!aF9I*p}PulRwP=P4D{&sa3CrC z_>LXpqrutubf8ytpN(U+px8qb|0XN^T@Mk6h)x4zX2j+B6*#6QJ`-X1JRG!~A6&PJ8r(O#Jzi>NAUu41oErGUFV*;Wd=dRn6O^_S}-l6eKp3cVzyuvs0iGm zXnw_Dm#$6lQXCa&^@{Ph;fd&O>_(W)Mn0uN=Fqfb>@y65lza5j(8ZuLkIyi zZkvW?`J!%1y>LUPnjaVzk%7tg!<4RZgWm6gyWxRl+d3q_&_-%9F5=;Ao3f6li5!?o zBBK}w7S}Z`POhvl_bCuvKybjPe>CM=#BfIwY7!bVjtxWKc*GQyn9dWMp5}sGzMtY zQ8zJ9Pfq}B?{Kl{2UrN;KJ`1DPiN4q0$7T?@^V54(eT!$mO2zc90;$GiI6&7m8;GH&iFt8IZi5 zuQqyJtUds`5k3G0^zwp*7DlW(cTPQJ>+SD1rNvi&6X^NHE%O$elj(ZC*$WWac9jKHb8^Z)_soX?HS>&$dVg;(&GZ-_MiH3zwJXf!*FBL>uwo-p2kkEi zbo4zOGh39KYt%z?^s{4p1WQ?L{h|uYP2@ST3I6o!5Pw8tiu1z~QVP3Df@-_UgY4p~ zy%gfzylXVQ!`-~oeuztoIw{ClDA37q^9`$^=gFc+WDPnRT++uV-*!_A7eEB>r%gqN z`tx3+c)Y1G)ANPbCgP)~1!zCF4HgvBHdn&3xw%=9o^?b5}rW8B8Z>w-JIr2l#-ul3!C)mN-L;(pZ8BgA`PLl#JDw4-)m20&hpE9&X zAmne$SIi-VZH1gQGk)5;HoULU^Mn1!w-6~1DW?8m-o)NDWXr5+WZeGkKD;S#gkS>T zK(^&vh#%P*BGQDQV-lC|4k~0K$n)p1mhAP8`{w|GD(o+9*b8;Y-&!q51WTHiLvEiB zgg&0VF?-U3GAheSJIT!FG-crL&K^ZEcnp?@wqA zEA;Cfx4Kf+ny(%og>#S?QR6VpglMWFgDQYghTpd67(j$}SxmIOzoKroxe#J8x{l(6 z36?){r?5*D)|a!jdh9&{3`v?MKr#Zdk%Zkcpbj%jysb!kLG|ODPXqdQ7gvWp@nObw zroow}E$!+>&AJu2w0TI*Fvn3(j!}0`=H2{b;`+pWj*8LNmWPNvP-f@~0qkHZhcEUo zAafm%?L$MBE#sSDR^gkV$@@kjq>zc&V!q&S9ttu=bo(sk;IhO{H6uEwFEFq(2?`bN zfBuGlp-1F7##Vt;8(K2TrK%&2yT^|wA&AF0Plaf^af*PrY8e%u!E25Z&zTzx2|dJ- z<%Sw&gGo%wh>2)UPN3yQr&OC~Iw+#JrtP7nq@nKU<9bGKhCB-J0{hNbUC%f$%8a+v z^BoIly@&B@1&R95YxB>L*1O!=YToArDBT8{h?8-L$eZfvKp`FNV1Wlp<>EyN!?WrW zi)WjQ*~jJ^OeO@^-UkL6Xis~A$WbSE4Anp8L3jrFOX-lAd?+=Rus-(3=*OTSiJ>Y6w z0m}WVDw14aGT!cdbNlXf!HA7#dIUabt!-2;?5j8}G!j(T{$ryJbbdTKbkWXjSFzRQ za} zSI;FqrkDk7idgax@5B~%9g#ev=kv1@A0FbRpmz{z-UwNG&B)ab_q!#)9iN-qTt>-h zk`<{_$@H$yugMI{%1`L{lq4_e!OE+P3~e*3ZszgjQTU^%>}3*Bum}A~pO?1BB4LwY z7_T0OIK!x9ef?vjlE#-tuACO7&-!;g(XV=%_H2=dZ-j@hM*zJCI>#j;gm>)^A*Rl6 z9Dn$sXLp}FHuefnnj!Hk*D(dzL{?!rsQ9u6Tg7Ew(Hyrfz z5d~s#vY7m1k_2ALD#cv8yqZqdT4w;ab)t z8CS|b`?*1Y2uB9Zq_)q#Ow^gLn{R|wx?@GSZ?uP6;cCgETmYADoo|)E_bNSYtOm6d zi6O6rkV5rZ$KZGAO}uV5zRYjb%&P^vq6@vO3u^)?>Y=HDX=T1^ZoF@8zu#N85FmOX zzD`5|goB#iX%b|WX$*#bL>#_8WSdq(Ao(0*e z?%XHDhwhPfZh(0pdu^iiK~T*-wa+QsgL--h@m>jH#{@XvBvlbz<*oT)$z{!zA*3|~ z??&I5>sV>m(8dvQr%4eCNid~*f2NOtf6y_$S4IntKj4I3~ zF_o%K%tNdpP!$d6((i;P1nA~EP)fBS=;W}4tgav%&}QpTdymw zGWL@AcU%ahCPJR~;ajBy-He~VJ$R8HkDF00+CZ>FE~Z{?Nn2LqG#6 z;{B{*-9pRWuJ#7#nH+BbNHpfG`SC)irLoHxVE^$7IytzJM6r;?`evQv}TBr$(4?5EQWb z>=D3ydP`ACp4L6nohekqi3NfpfoP9@&|{3oCk@DK5#n5*qt>yd8ay4XcvG!OwB@zG z*&muyq4W171d-a*)FYn-q~Ru)vhg@c_f{W+KU}UKpHJzBs{%o`N_|TmSOv5wQ`1X%FF@QqA7OJ2rNiuPQjT^sJJ~BN28p$5-BB~> zxX(iIyxuRQ4c|}eF@yL+HIIZOw=;xvdb2l0wUt%-v8zvNlW(oqR?2uf-7ggG@9>+J z737+i@1@ffVrg)zkrYyS44y_(BLQabxr11WO$Nb>v?*3YuQQQHiWi3vuBn~0w+>#L zZf2~Y-s1q1PldvAQiw+MeKtjHq3y(5!x8_-lOJKnZ9U&}(*HlZSnQmF6$mx`fyvmp z@9&TR-3j(BGxN!QwZUcKDD$-We7X5)dWGZYYQt-KV?zRb5W@WyYs-1!RI7O$G@GLyitLWUHXx^R!H?y;`P^tBZ?amv?b( zts@{G1q2ZQECsEBC;`W9bEB2S8P2e126ycX^oaqryYKBNEr5FhujoY!a{8TP8+dc{ zmiF(#9sD!*@0_~(bGCx?!+p`FdnsFJ?9cjg|4`o&IFvEA6(YL{=MJhX7z^4JoEdmH z**aM?gb$d6|3WF06`DEWNt@O0m2vlB_djbi^(DH5C!QmWL0NVOU0s*#LpGa}>y)W{ z2eDsFk~sO!0&n$fgH+e?@JA6B^872^>lpnGx$Jhr2;%FegHXGHO6zgIK_13L7tv6c zgY^5j5wcyDbc}pRbUr5(B`*U^VhNZmF|7|1Y&@ zV;*VT)F6S=tF?bjdR%cWEL;?Mz9JbL3wUF#@HJ-7WdKPyGx+&W`>`pG$t9r_@A`<4 zpq|zBG?bwM3L|JU!9g4^Y7{1UlYO``C&bX&#X>~=`sabf z6>k?z?_vi^-d)bWu{gZfLax7=ijhe_T4P&TUfNh}hkl)2h!05p%lTfzo6@n(@CaX` zAkeEaJSw_|p1b_TN(wC2a3*?nFJooePL(uVAJ*<9Ikuj0IT@EnJN%RZOVClbsc*AE z7c2C;XJ(>%$k=pD&`hSs4EM95*- z7W$D!>?uWf4vuKb;&n#G2*DiN; zTyIyCT-zL)ao)Ie?|YBgcqQAl^}j|bn&wtmqNq2F>v3UecaLC}ijKgZJM?s2@FKwF zftZ*WpqxcEJ-;7K3K8-wR%+LGRaJeAB$zH$Z5&@-QlB1J$)oJtnwH(jR&4_>wc%Ta znAC5!e+SS}7X7w9)HMPOEv<@lUiq~6#pts_&M3Cvx|EGp(9v|hL?+Ktr9tE6@(iZi zm7viR3Q9SDZWLtIAiqLKV%j`#`J*-x>9%i_kzm;NlzMc#z-qfjqp=YI$JkJ`XJF~n>R=4E_S+UE zM<%AHOpq4rhYyXcx9l?@j(Ou}c#3*svs2V)mwZsRUOHk!wZM&UbhUgmX{1dsbC0Xu8c4m4A!Uhte1Ux6E6%wUBtmGS zsFR2n_W_wS7Q@gC5rYM zs!mTx?P^M@3JsdnOV240BKtY(hisR0@(Y1PNar{@%SXTTMq3rKlBy8!jU`tcPZ9?NSw>k4^tQps@Aa2(q}C*-Rx z_mAIOK%bKDlm_ zJrf`CD+`G%%|KZN*>YNF zpG_vGpR{Y^d##wLl?YF!d`vC|C~-4NEvIncuCPrY1;mg*Ev-AnBYEYM~fAP zUM`mMJk;%9AiHFVne`}Ns$cX**Bo};r}XrbkB`y!jqxRB)#5)3fPMB05{qw~_oVsy zb0JFbSQv5L*Mw?l*{K_P*D06`861X^1fp`^tGaW+^6eO`fqB^+;@F!bPzRK5a$9t{ zmZY_Gk4G1uhoW#>Y%WHcjOMhrccm1TWIU{Er?|hAcsHjV*A~vDMQCg-5I}w3H!nIW z5n3{km;h{fY$o`)Vb;GPze%dLOa~dPD2!s}XwSw7F-9+EEIU3Yr*jZrPuIc{F+mUo z3>}`ASK=3b6O`=gS(7>O$!=qC)yWxXlrvDB41+tkAM#?WYA4sKaxR~klu?5vdx zUDfh~#WHG42j{$LFbnC7>dDFfCF>m{0)Fl-gzU9$VtsCEaa>k?QIv1N;nsw0@w?F2 zGH=hny{2fVT@XXlw57zcG&t)st@@^6EfF@;^2Y z?TiS9HXisy=dixF^;JW>26FTjT2?^H1lk*7%H#C+1bl^bo4^t?QHc3x7hP|9gJ6Y( zHk<>Kdy>Uz$qfnynerY9a#VbFs z-%Kjvb)KEMxgJjkJ?Ii}+ppJIK6PdC`~ZB2j9>aq|60TyMF|HONsYsM`;BER{AbGK zd4B)yg$fHxcbl<^fdtQjW3Vql`k$D?s5~{l@^+V8c^OE zkeN`08TSRcvIV?Olt1{(?Xs4SW={e+L0&Nl-hh&6Q)5a-b^uQOWkBPDOZH*uO2>QC zs7>|B`ymg1^=ET$RysFL8?%NHDV7BkY~x=(Ef_v+D1L32c=F`{FXE_bdj2%F|blWSpxnOY{6B!}U1&8Vm^U2DL?|JIYY3@$FN4=2vVmj_f8=2sQ2 z4-!m&#|Nt`LB|eB|8+9XxJ~}jz!-iX zU<%&XrNud<(l!~&Z%bWkQu4+Gr8SjR&!M4ZIA&ldVe$LO#QxY~NE=W7ceynxh3V)l z7cuW!-2nuW+C2}nK>MFQ6};!Qe5m$Sab3UTh_9@Nl!12OuVgkuK`Lw0#MzLn(4@A9 zwYK~4;|=xKNo;5J)s?Ny$?!UD5RVfpeV#gmY;XHek;+5KDxtb5;Axk~in{tG+#4o~ z-_!+tB#3c>#_`nWap&FU2a`TXN@!bg3f7rLCWZqtgw$K>3D|o+Os9Yb3%GihYt!$|bqxZ8l zJ0KbN(3Dr&m*-nlR@z$@T-jG#l@#vyr%z_sb6b``p9U;=*NwA*C9%)D%AF;Om_ALp#NHFcl%szJp24R#d5u}KK|AQsL?`O&v*|m35tidRbGPtW4r9F2FJ7C zEQ^7|fO>gu)A!TSQ2A4og^erQlv<^GSE0N*MIrOJ1%Ukkr3FxxO9(}~?1&SFIH_x} z128mY8;FOP3n$F8mQ z1&M*!#S7BTl2QnlnCUg0gK^Wne_OMA@okXhsOwQ6TYHWXsgY=+SMFtU8}S~#q@L?x zr|Qs2mjge0a7px=z$HAA6*Oc0yz+V@9;co0u|=Ok6?3priRa`{-d9C0?+g$nef!4z z@aA}GwKpg5Qt;jrtaMhR}w%CMKryO!gVrxMc4aHnT;S#Vm$Q zz76k}Z*$gHcvER6NV8^H&rqi^CfTMnC8^pF`uPn&E z4(C(zOy`bvD_wFlZs32+Ys6^84kF){$n&eYJ3p}iS?boJyXbSyU$D-VrJa0JZ^Xx; zOj>Z`o_5(+URSa~$!RHM<79K_RqA=^xQhjJWO5S!2UT^AQP2$c_JSt@3_vy?$o{FS z6CkP@8}$pY7UiT)jSsZ;5)l2Z-Q1>t0oLj&GYOxQ?a|~$Cb!*6U9s_0j*sP(x5w2c zBv~cK*MisK&UaJ+eip;7#aSmaAP^C9+uGXO+qW+-Zp?9wsAr+0fl!Ju+hORAz1Zmo z2a=$Po}N%$T^{thydQc3Qep^scsMy5nwo$De&!5 z=wT*?u*q(<3vf7<>@)IQgBzbL z1J@$T@_fobKvdbGDy2<9op?%VNYo%RKoFcpCLTPyjfsSaQc+Rblvq>U$IW64rh&jK zo~11yrL(J~lN?wFyMncM+UC&WYJL`1e0Zg`ERW43P3-cjJ;$`=F?L+ZbN{Q;^f%wI zf%Kd#DAx9p@vODJvhffsDchxi=%{o>A=Bh`axK))SN$`)8F}79`+Gexgrv*-5VKly zw!pBIX>27*!vb`v$xI7dYIiv6&$XwM>fZ-HQ%IxQJT#_eQ<3Pq$>6phJnOtAg^AJmEFZL(Y2qx$(pCy4i(Y#F6uj z$JGp1f>T?@iPk0+1I;yXLrX=TY~cm7M+HP7J6b!YUn}*tALF=CV}W7eBn_NqZL6^_ zZ#yPk1R&daOYL12#9)*^Qk^eEYt38Se-Hd7-gg-0x;|(BOQ8b*t^)!#G%xC{gt0x~+jM8d98RIuV@i9v`KC{?B2k8T`XG zjVfv{or08FYd{)xtc70TFKS9i{yoZRA^(u{F=FRyKFyL!i*mj(9j~UCuFxQOBed*2 z*Ubp($Swg>35!wa@Ri@?+6De`_s&Go$a)jefbUoFY*4{qSsDREj6S}cjR4xQ^%OK{ zWispg&1B}#kB=FnKe>uW<1p-dw6Kslr|F%{)0U6YKE$*pbYO>iTsBg%po<#zRUMR7 zo!AV}#k{5N?+I4*O#9zl!!U?dkd>Tfp!tel${c>LihFLG-06JCQSkgj1KC!Uj6lFp z?6AeVs(0SyUeB9~xiZj_g0#EtLOLy*XzEq7Dd)H{e}sVg4$1l{;&lbSvFLd4nfn=G zE_>ejMB$1C*1IVgiBa}_<%XvFEip;4ZiQ38N1gj2l{dmI$+nKmTs>=`sls3x9__r- zO%3=PCI5rZZ2WC>DEbH`tW>MZR#;#6G@gUWY3W=bZ-Va*whxw@s*8{qZIPK~6HOe* zs%Lc(kKMryD1aKJ%vB8cM9IKYG%)WutRd_XjP)G~HjIU9#lvzKT4UIp6Iz^l`l*1x z-$nGLl@2>QIZ{oW`p7sXyvC9$5#-wiziCiwkTXNuVanEaJuR=AFeN1|ETNHbpY=@~ zi`tYTH)xmsR)_4Kf}e=+fsx#tl|K7kQvBsAghov?HpY{N{Y~6TCQ>0W@OKTnsxb2@ z-#B#6ApZdCiSp4+GJe2HfUPS{&drfleE$g)uu(l_ixAya79$H|JNNi1l@5nmdKR{< zJF})+!4v11G3bGU#q^6KI#wFqb}AYpe-L^|m_814vAfrhN6R4a{q;4c!Fw~(S| zujt`=I*L589%JUjVTBLPQ(>N?g(W#hU?<7Q6!*K?7td9H4laP~XmRim|0+|$#H)P5 zrllJd#o*H^A-X+3AKmVz9?-0)$b^ZRWMtsF&%XAZ$*f_qSm*E@XXIx~rRKLn%A^TJ zJC8qo^WPE)JAVJRu(C4q^>y^g{sxD$wyI%G*#;jCD7=%C|0(`;AgZg&|Ld3KO2q8X z&V@|f7LA#8bKM^nHSNA0IAbxsfD6m~!h*S(*?N~xb6XqEPsQw8Gc48+S1T{^M$#{I z5?M3%j)^y3P9`O7zd!z*Epf23>*{1^YNS}rIIrc`>SfrkABb|xC=kDkuU_bmeh#bGgi(7Z<}_}rxQzT=w{H}7!+FW!iQ z7)I7Ps?}|{(2fWD$Y=C7Zv&ckG%7jQr^x0eRGy}Ig7gTcN{P-6B?vmJJeHd^h%%GH zT*W-LDOtw>(hSMYf^!P`Lyv;{mv7^DWbG|7eO#(LxFhxG1E^!(2j5r%h599!gCnL! zMM1rmg=VR{;bE!n-!M&cM2Z&%tad?Ey`8gIwa1*_XcY6c-t{0N27L@o1Q%Mm<&6-) z;(TMb(}w!J*z{ly`AN6khSv6q2&YG1sTg7GG4%Q!XQuMG>5PX|{zUKAOHx}(h=-f^ z^)ZKpfe%kc1xK!9Z)9({b)X|W0(!bZG)I1(&0=AN`olJ&3@TEQ@F1#+SBOJGo3>|gvsAnLb*mr4lqK!*ZEI4=p&;-RMk(aGIIAYACm9 zNK%Iq7V6w(OEzJHi84r_kCy>-V-Rl`#k>18(|71KuFGFl9qPg~vx+Ondw9eD@7e1M znJt#f{D|s3Tzpv_T3?5_Vb@%;upH~{^YDOXVzT4l01*;?*|^Jho?M&lUY^OZ>#WT; zFwjZQ$hbH^FRQ4~p!=z<%~xD}kp0w-dziZLz0NwrsP2%;Cb1BBTACV*%gMUWH#aI0 zcO!Fhx{8a6V{+)PMM&rV5EH86m$&?uYdFEmP@ zZlZ$_!PseT+`MCIn$T;^&&f&)M84XPPa4A}CVpC4Tnv6Y3UjLy`HK3A#xbm_k{Gnu2+z6%WuiuDhF|!@u+P zKHnM~79^Fv?^G}?^dCy?9owlxM7pQiMGOG9^yx@q)sh~T;c3|1K^@c05l@uk&& zQ5_>uL5EU|<2mrNUUN>XQOS`vB^&$<)kC70oTf6&P4X4K!I;5k&12k$;5x*gZm5@! zF4sMez>Fx!t7nJT@uT^2&JL4EW}6V}<)^m($w&O@R~q&A{nzfM8~dThJ*FrzRvHmn zJQ0zz27$M*B+{5(aHtG(WY82W49)9n_T!x*L}k=h|4U1Xer9QDK|;(2qKL0?El}!U zPhk1v1F1g3SugEu%+m}dNZoyK^C(B)^94OvsBuZLN(qlB{s+9D{y+2b?tHr}y_K>c zYzoO6@TmBY_PkbCs8=`1*C(0hd)davUd@ci&K4#R}{1J@#^G(9z_`1h`I;hYDjS-EQLWJajxDKWCmgTB6h zfW2+ktDSh%bO0AGK^8<%Sh#vkFsr&&fa6R}kGav0(sK+)PA}S)wyzS7=#1jk{zpe} zA5m&G^D{WYY;mPY9q-rSE}*EAYOG0Un4E`Oxq;s`^@t#ca0kbjn|pqIyq^@ky94`j zDqu)C#~0XPBBb8P@O*K9W`s1G@jz$sdqZN!fb3S zD=Yf{{G+a-QdD$gw$Z)C$Hj%Lu(`UrNNuIxvEk*HbfFH@!_34K6C2yuyurd$IWoq; zIKom@Q3}{&XJln)>FdrYRwEN+XX>9{;4?CneH*#Ey^GS(U6$3g=~Fe-%^)GNk6*1~ z`^9k)8%dlZ#KRNEhJ&4KQ|IA1 z9mVg5-!gf}M zH5KV2s~@>@UB06R20i0RBssLkIDVgIq}^t2Q&335f21s|sT*sP6WpMkW1ykpdp$jK zoS(v_Jq(?B;ZpdbpmET^)Re@5$8Rx$F__NF4}-)By(I64Y7IdxR#Jy@)otuJwzxGTf?z0 zkK9%#geGU`F-|W@q)E+`vv2N1V#@Asg(H;j<0tZ>Tq+J=lul%BI(9iwPrYEf#N z;2VEwUF>B7`s5Y}h$Q9bET<>l6FK`F1Oz!0lp#_b_7Cr@tilP#-uVJb7(r?L|4B^y zLX1mvRGh*WQXT~PXk$aT8Z%xL3OM}%BnFtZ zMu~V%Qk-;Xm^2X6TnJYA1l19RX6?UgaOAQ}7OOoyJf^0kSXx*BzePojtKn#BYT|Be zogpE9t=w~#YW(g>glA{vCNA4`$z9j5RjQZ{xKY% z@4d>;m5v#d!eQ4P#>0)1>_H#d4YquPpVA_|awpAI2L~Sw5VPzR+lFHeT#Ar%n{u~Y z!kZ@Lg;0QMXsAVQZj5nujJ>;8xED^?KgY2&$2GPha2m(^!c`0B;v9K%ql9!1c}Ft~ zwu%+8?_GKh@eqcQO7{?%NN4Yv!uFSdxzNq3!NXzNS`ZKJ4M~s*L68zbA@l{Z0Q~pI zsLJdSW`u!(XikzpjqJ6yT5EJmeSd!*ZXX=6Ap&`+7mU{aB?+X^j*r^DAI-Pu(3}XQ zP9i1ZJYyYb#d@^eJb!g?UwGfHyuG=coPju7Q(P4Fwbih8kAd84#d}mR>U`Ds2k5e& z!QkpIG^*=HoS`uWo4=G)uA!`VS0|Vz2dV!IQqQiv7UddZkgIIXk*UD`vXakKu~}oK zJ;IAGBhBA4D?4UH!hn86^`hY>l0#964U#e#vP2RB(;@n~TW-xpVtWSKZKzgeU*Kq= zfemSgJT}qSGZk~)+_v{KVgzLy!X;$m%Bw*@CV6}Bb}A3NCZbbALuH}B$rLC(as-I& z6X->7Z66^*<~&|2)VPqn9!xM6b3dZnljJ?9SJ^wVqCC_O8%JN}M8q;X;>EUx%#Z7t z7~}75<6T@P_+tl}hZ0QVqfra9sTpy7d3sRn6Ewk?fo-6}NO;2TEihvnB}`G^vB^yi zpM-%;bQ1t>TVn&HKXXAH<2QGTk5BTwzna}JE?Zg$+uH^_TOiAmynSvMaJWxJVmxjh zgs6ds#h5|GRaJ@tb`n#%o`+mdx1CkD-GMe0?;bPm8Qsqa9{p&Pp+*4f+H!K!byf>@ZCfDIh>&d$+%snE0! zT}i*1wC!{jV1j?xS2F&Hj#1*_YO*x{@?%3mUVZ`yg@hy|kQ!H3fmJ;C+d-o3{I6g| z%|D6{j&L8IP;G5XwRD}=ZZr9nY@%S=Y+ee5jxy%+H0;2a<>meWrgq7h<>#lT6drTj z3*ts^JJzZEFFeP>H!+oV*jx{b_w#x_`e%*h%?OC{u&~n5xq|%&1mra~1>H^mR)tMt zdq&@HKHc$lc00fJ?RyE%OJj z2}rkkP=i(3T~IJGNiZ?>6BC)}=_|KkwuG}cA^^L9_)O@0R#m>6(bPA_-8#oT-3Xs} zQA|#;%#aq*6gVF4*3Vxle4`P99Sr%FCH{={Mafv$#BVD}c+=>OSA=w09U@Hz(h%&Q zE2`38xbd((co&C&lm-$N1~xZYrs0bsy8I+GP;*gqZL8Cr9OI!3vifvl1iq__2TqR3 zTwn8*nLW`vvaX1nUFFKi%rOkjaSZiC;^A3JYtIho*%~u}oFia{JTYMuu4$_g)wJ+x zSUlDoFq}`0vA))_!N7$I^eE89&yCXm=@nkz6viTcyj1|Z3uMdIGpW3wP+$W4P2S_G zxx_nNdlf-dr>gJFt>7&z?nxfl>%l9;_n2eX4pLk9$*<5nDljb-#@Piv+L$EN7bH0mBgSH4}JW2 zFKK%(^LQ@|I)3{i2`qkq08GF%GF#sSd~C>~SE__UkGE}rzkP5`K&qG5NH#hndWLIq zk({8PjXMc1JyLO;iklmKaHmHnNJMKikHJ>H2zsppYrPHpc^H z0Oqthc$X}A*DoI*B@d5mXHe8&JsuYS-cEXWtVcq!|KE@UQ|p5SvzkjZpxVQ5!7;7P#+@SrSK(t_UlfK&ib@|8Wi@o4UWpr=PfLc+{aPK7?- z3Qc^W&%tpARodJX(mBe%x4PIm9aXl8Jhk`=Zw@$z01kb?!V7i|4s3+4fRANgU&mu{ zFL+oue1V@ua}%~)M#d8cA>r?`vXzVs&lHHxW=jVT>zIzkypwg#;oy^w;pLURXWw;o zx1n z4%0gvO-+N7zxb$%GFdxWC0cJqdn8kk_if4@^$JRSZX0e%%PTL~rzP2rPMBEVBzgW&{_apY%}`J}<;D(w0cCW?k=)Id?J0%3T#xM+*AMyXE` zP#Aj`(t`QNIrX51PM_dxrXIdNbgDBf#4KmmSV$@Kjz+}hTKLAM1n@c0RA&2|*h#h~ z6!gQzd@@F@sXsL1Gi)%7(cmxc)RA-=V*^Lwa+4Ag)VO^`seR(iqg1$G1CG2ql>Z-D zZy8tB7j+900@6sQh=`&zctA=@LP9{g`v3F$!2?v8i)-22=Q z|CcX*^9OtHHP@J9jyXnM{jXX64>Pmrb!Miy@6^cR*I&H1-P-4y=z%t zWxFoi&LJernr=nF3?t8QakZ)G(`SY|TYH8BhTXmAyKwrSyO}!4s|(s9GnmE2NZT&_ zL1xUNOi4CWH&XRk@_Y?l4Ydk9_4btoGB~l3Ajy&|!^gP4c_^4GYwt89qq+Y z!E$N$B5&P^u6itixrGTeMctx)mVOmtRn_q`hl`16c6N49r9VNbH9II zRb9=RcA*7yJk1=TXK9BHKjp4=QLEPrR6 z*VVOmrFk)ZJzHgkbrG6_{==%Y_&wvvoKeyd4P|DlZUzCczjSGOb{7|r?VWGgtThB0 zNLOfa_M06wXEXXC{m^pPVl8*)Y|Hg56`VVFe zV|>}?hyG~}wJbRUGjcXCQC&KM>YFcgBR0L-De6mjveEp)iiiA9l)GU6&%bPRF5fnxTslaIqC=z>Nm8jX{Gun;gUrHWMg+`HpZghks(^ki5Z9;^O zUQ_w}lj}2X^|?h3tTf!t0Q#oY-f|>iolb%Fb^~tmaJj5Z&$kj-3{2qH?tR%# z?O^%3Bk>m@TKz14=Pd7snHkC15jE<(wmy1f)iZvP6>0&2@7g+_3^6tI8K^Ll62G#r z7+>~oe?cxQWr4RRWQd-}NDwdM)6J8zjJ8pd%Y;*WjiB-?6bqFDS*-MM1CBVeTZqP7 zP{Le~EHgu_)065?9OtaI)!}8TP9sp&Kj<&@VH~Ege}j%c$6v5r2%go|*Y{pV)6k25 zH;d|@Nc^DX{@W^vp$goP`;ALQk(*2PuJ}K}Y6;4uu8s}{@2KSTDlGY~N2|VUl3#O| zgj=#edE3{wZFKY)SlodGuvI@xL0xThhq1Q{Z-{>;X_=XugOR2n3rj^~qn)vfrHM&Q z@?Q3we7e{95|8WlAP=8 zYgDq*TQkaGQxhsYDP(D%G!X*QM;y=lnLA|rO}e1V-`KG&2%H}kM^K>&c?ul%l=-Zp zKPMtWWSi7h$vt{DvWRRZTRmJ~hbp=%T=-&s%0Dk?>f+)=8ke_~_xr`h>$7){9t^>_b#B#v>3dZ+a{roy6- z<}5o=ORAqGOZCMs9+YGQ^D2R+uWpeabSqyu@cbh{QPBhmw=9@46_*G@@wSZ3s12<9STkj3koE_pz)2rm-15Ccwxqb}@=pW_m@8z5C3OJAq`wOog@lNc3+XML9hc+2k`hjM6u%%6S1*IArS9>hAh*hkoB@+$xkla?oFR z=Qy3}!fmRt>ExLZ6(;gFO1Zw!f$TsiAyFSe;pbDDmVAXXUFm`i@#!TAx0Ji>9}B z9v{E)Y$(k(3KGJwK6(_$%gwE*u8^1#tD~z5f$+)=JvREYlH}+4G+Hv53li6Y>>4V2 z7ma*{6>WrLh&Nh>M^|b@Vi;0_#F$nIuT6m1-clq5`84Coe$}I5goBIhG1>>Jq&^!1 zm`HO*tD@LQ)T(dm_G%z-g(pxtVYlzI!4}muNPEQ}#OR)Drl0l$TTwFqQ}NqfY8%Ph zYJhHk$zcYT+dm@kH5A>Fm;yw{W5(^WQmgLAZ7 z@BT^H+NF$`#9UAKi1T~UmBy!ni&MDofc7Qv^p)qSNxkl3S?yg%*Dy(AK9IM){tJ-X>4P zK!qGmiB4hI6RWQO1gdIaTovCJ+Ao~L=}}c0+$!%vE#0dg#luY;bVOm$!I;!|NQdpy zJSSrRSxE_zP}e`tN!-LaRxCVjuK$MD>J3L$vIsnjSBCLgUNtIA=Zjz%vJc;P;eB$Z zBq@P!zXh!rIoa`EDjBgFIev$kcZbSmtDnyzWBD`0tiHeZ+hQ-{W{3S%6uV7`{Jw_Y zD}kQIUG``LV^zK%N6IR!Es(;ZpE2EQTL>c$1c3g}RG|ggKzF68s;aH6Ek7TYU5;d? zt)#RxG9oDOwwb*}cG=AWf8a0s*-I0~$g|1YTTyv=YmjG$^j0lOO+#^PVS$IIp|&i2 zvNBWfPI~HNQ_ZVc7uywvC2g%akVRwxgS}>E1_MDfw9cv*9G9)Pw~f+OzMuR0WG*#T zG*FpYdf4FRf01U#e*S5|+d*|!7wUaBCo1nV0TMa^6$&y3?CLU_?(XO3Z^h!TBP;tt z3X6*Hal=VTqkGnS^YasfgFiaC#aU%FSrOeF+-58NgN1W%B3_-(`P|B+aGWX9w<@xK z?eC%f`iNweC>m}lg4F$s@Ry`dd+Vd!XMuiMKByAV54Nc~r50FZBC-*_b)mxcNCXt? zR(_E_4lB6MUn?C${Z>TXX~N`hjnP8OyXCYcGuTfsQPO1lMLa?yM9o`y5kDX>eP%ix zPGt5#O@j8Y=jng*W^8LnWVBEWTkBViOAVh9!o;+k!bhBtm}dD@1VmG+%CRvBeBo_o zE+Kir#6{HEvY!0}9xPm(Xz+B+_D+3andPTP3qct*NNcMSh7LFqTyHUbDU*8p`#XS> zJExct!uLrT9kUqzaZWXa6u@3VI3pjF8mEw(J1&t>-Xae$XFp^rzfnyKp>N9)PyJ%~ z^xdDgyH$GYRn9@}M|RJ@bPN?@BxGCMRrm=IK3hT}!Yr1GXTwg6R!D+pYi^AW5orMfwZ_^(9((y#Dnq7?HD&kq`mR=)F9p&kUr@dC9aSb%{zRM++fV)HlTrUgLNtO@`^Z*P4*{k7cVBs4HhM#!)Jm z=<6#WTIJIJ^L+)&$tFfXQbR{)Zi?qw=?kpUek11K1kKG-7Q0YL4<+@2!V*ehvps)P zZC*yMDUw;gVUjam8Ii^Tr323BquHs+w+jtPwl|Z>jg5`P#W!PPKX!I3lD3Q1v%{(< ztpXaCfvwcmcF$wpkZ)+_Ei?Lm?~wYO;)aHXoE;ppvP~F?>pU88NmI=clF){;oLK(x`=sdI=N|@+Gk0>Yo-{s8k4ge`xf|DR9nfj`HhUC9eJioSoXZ$^18wlkTldkP&7DYxslf=wA_?-XJ zNZ{;U1*BD=LKAmV2lGXNz(j873+2u=0f(+BGwl52=G+Upbyf{*7-6Bx@x~gXfz$7l zI8pZtdW&$qsg*{BJw>cp<0qPC8+pj+SY z26i8{RlE7$otP#5Unb{DD@yQQHFBjZ5N2TT1joH4GdHI`Ju6FqtwcCoAvR8}x~eK7 zJRHPALIOvpMnQfP3>$fB*7^f8+0<(svakQS0k5_xE1v>a1#$Q;;HH)Ix?* zkND$|>S;;ze{O1ThMY;pfR`cDDEJ{7j}FHA8;Tgd(l_uVgjAC8<^Sd=HV?R_P4FxE zotx&Sm++K}PPwmM(tu07PtVoM5I%WW3tw9HZ!YdkYi9%O!$P8aaux=ICjO+W!Z+o9pLzkaXN0BKdFTb%UB-H){o~RS8A~j` z@${6K2+`zF(lJS-k&`M5f}|bA%P1Y{cAi0@Bl%J?-WW&+Q44>ePy<$TtQ7aa4p|l` z*;--->(y_m+i`=bEOk@c?Pk_zazc(j&or{Crk_$ZcMG46w;4?}eoFuGv|V7Mo(=b$ z$ulf1!OdVl<-OVdTeS1m<_(5mC#Mf?_P_pbHLw}U*7U`l*e;4$ulgNKp>OHwY2@W) zU}dH2u7#Z2?>Kc6dWMylsVXriIID9!e+PkuHyu8fr!^gyg z0ak$aQd2Q*3LZkIt($1ZG~-SucXzdojOanyCJ&jqAV2@jrnt#Y{5Kk&YCvDi&d(<% zC6z>yIXL3=53!93Y+|sV{lPfivihG{SFc_W0?kkV=kfAaTM@_f)sYFp!}Jeg$~&02 zIaUpVQ|>CLG}rULe6DK=+E@vD))}#V7Yiz%?rnu*SP-Rfc{8HQA`YL~2bbUPa$lG! zkO=wYoatXFDy6M|=(T-bKat$k^rNVj(C84daNJ*=R}t1voY!d`GWbZZv`Y+LYC$pU zwoI?R7>Y2@;a_lmS?}QbOTjyNtGU&+^0fnbDvUrS%*1TqJ3TrEmFnenf={4*6NN$LB?rR8t4UYjLM%xF`j_=|F@x zF;R7~pA7`6RaK5i1!z8kvg4Jy(^vPNGbbk}a5x+o11i3Wxj0ywn!CT<@b6b_2}yxe zH`UiKPERMMyp(T>8*^=OH#h&=igmUqa4UZDKN6ic-r_mj`cGR0@AZ5oPxDk)*%oD@ zZ$`x2=>$G`gon;DR-y|^<1dS(7exPcVtS%~+nWD2bC?rS6n6J(SmJO9{XP7}>7IhD z=Vc961f%)0%cYNpjRfW%{a@Dy38~DK4FQRwUpVurd1ySS)7w*Y9xkZBqj2SuU?SY) z99xy|Np{4ZSq6E=_cQ&&^^S;56z#aLARF#uRg0-4kzuhy+e1ospU$VmRjiN5cPYZ5 zO(RwL9pjP?@z)A$TK}t*Y7rk?X^VK1dQb!ZCzi_?)HP;=iBE5{Blr1K`NGpy83XZO0`JR_cP=aJ<68@ z+VzhZ+tR3Z@)Q0B4BmK}WUGK-*31mAiVB3Del2YqM197_a@%#OLY+XkJIMOuHM<$O zM2v7O;B6&7Rsp8qAhok+-7Y}X7rV725#`|zyx9K=_NUTn1tV3%%&Ojd)eYvQYalNl z@ibScYu7mO|DK;!!)?LC=g;zyF=sq`Bcn!G>9-8=updu-S*B#yB@im2iYPiV;#?{- zqb1!tKDbYEKX{DSo96EmEi%wXjT=fht&j&#ee$I}@%Z#fJVzufGKWM=M+h2;7hDm) z81y4C#|Q|N7sW2Fnu8=nXj^S(1!wD%qGwngr6=3Ek*3hwG)ZVD?ytwo(sILvC>0$S z&9~%t-p{?CH@hy;t`x(YOb9^br=LxB>sW|GcgtT0eR!M$wRSvxra5$P%vOYI>6)hL@fO0DCmFof2~fQE@}wa?5_gohtCIWe&bem367 z$S}>$@dpKUgH$}t#5s{1ko8+tg`1hVx^@0%AbWFUk}FMGytKZo>@^#k&@0J7zt)TQ zLq8 z-RWy-=f-`LZBOd9c+F{^Cg+HgeJCsnFX=!LE>OLtSdTq^Gvcper%xnL@z~~~)pv^& z>PGMhwnV<``GLHXt}(R|Go!6xE(G60dOEYn1ZI#~4@E6ubstSlK~X}@ixBEZ^&-!C zKg^6@J(rSrAxM5|V^I-mZyB|PTD8A;>wlB!h@c9=$KhXE)yVOJC4NiEr&~C^%VR(2 z2y+lpqOENY*n4Qxti|(k8Tx-*0S7O;7kPPkIj4lNp_Nt2)0nEA_Y)bXIm_Y`bAN#w z(GhTPo}JYU5V%-ez=`DSsc&d71s0DcCLgnB(}wb28=G@0loS<3M98bEP5Dr8ahAVf zvOvd>1jr>|U>@V#qh(W5&F2v53V7(2kA|F9?)Kw|JF0XHFHf(uZ{LNd_}zXVcTZ4> zaTF8F+}WYJVeZV3cfZK{%p+9dh$!}iMw&_Iy=vrt+~6F z=l{dfx351rPJ5vVt8%lmD^E|SWXhMJhJSJya(MaW&8;bjER)qFmQ z76*}h;70d7cU9Vy#zy~{ntHIk4M>9i-@nbRte_g5TRGO{GHwlWeD))e~HC>l+@B6{5K!p(c2(5`fCWn~n!s&_ZZ zVAZ0oPP$H8QC(eGO-+cMU5dz)sGRg1Pb@YrPUI+tqzcQ`t2iSqr{2KDa$1od0Ky$R9-??pOwBe0Gk@VU;Mg=!R@;C0pZl3|Xf1j!*g6 z-dQ|RZ>p`G2H!wjTm)TBbv2l0c0d_3gB6xW4jLDkx9aZEc$oNR78VMWH<*Zfb8<*! zdlwsbBf5{Stqiu4gCw2^^f1r4SIh`a?%TKuv?nA2v#+gp-nt?o@PGb?uoV2~ zx`_Uvo*onpuz-n+hc~8_r_5aL*5dA_H!vsq_VU-S4_aE1A3th*3V+TdqpSHDsB%SW zxPF+~5Y)E{1DQf_@Zb8`mjTa(=mo)tR9;eoU)c1ZT(Z}s(SCj*8KhOCu(!5Ge5i_G zj^1SahSldYQN)sLl07k_;VK?L(z*?J=BmUd*6FPGvU~3SVlMer=?jTXqb^QXR?TH) zyi825=;?2~BzbCeYf>9xXuo)2a6+0EQ@|j|x`i!n6M%ZKHriIbYgWXwBkw(}zQ`bZ zXT$nFGAE#h$c^o7ZDZzt-~Q8)P9Egb_`G@Q zCM8>%Al8bsr~7ik7V`L*9nGFhF0sAUeuu95{86bKrB#uu4m&@;o{CCRY@#Drq|5Jh(|6Q?pA1l$ zU-f?9FZLQQk~3{iFN%F3=>Ec;BL_;AZT>}|Y^1;6(o<)3r$k4o=cJ**Er9j!jH}QS zp|6i9R7(mAA&@F#6BBSZgolTZ3La?HW3JziG90lQz?zofO*R2{eM#8{Q@FofLfM|z z3P^wjf*7VL`u~M`{932aLmUqdwiGZAo#1d!@UTm)(~65l(iJ#UAw6zRPF6-@XOX0p zWy8!&aXEAXD1Ip^iF<#a<`u&fHb_lOH%Z7;DytV$QxdiGUJYk{j-u&KN&-R9>j*?} zeLY{ma~>|PhT>u`4-Z36oovi*^j!FpiFGNR^LZv_MB+Z*NnC*{c$oIi<5Sv)my zaZ}yhIefGAG9fTK67k;om5}4v!NI3{2(1^MGlStUdkarP!*T?I0W`9#Lq&y!=nEyq z#h7QM+>T9a_+K%gJ|!Rd(NR!m@$qo{o!Z8af8Gk1eAI*u?r9+qh=i~(7INl}w{X;; zvMufct&6W5HjCHwFd%;|&yb)S0`qVhN=jV~x~u*GD~p>hPTzyF2j5?>zJ!BlWo1=W z5YLWp&%w^o6oy`;hzjf*Q+TTx!#{#naH22nLr#O6> z%p_8Ysd7HZQB_vP#gEv^p;%fJyu3kDI})Hep6o7YtrMT9F*)b;znAC5D$UrM;luny)z`ufxsN z%%--nkdFm&b6v&HQ=F^Y;>1QTSW};G>t&SyFIk+|UV5*6dodWU`=RFi3ula*rDaB8 z<@R85WqElo_-vYPnjxF2v@f4&Os)S*&0Z3UPfEflx3X@*FZ5y#y&N=!om+k2iPd)p zu8|noRi^TP-`~Hh?^x%+{?CJ8DECyzVe>^))l=0rHMwt{P%juS#{_6Bn?<2+MKexBH%gg#8jn2Tp77G33<)!H9Id(WqZr_q& zl8En-Usp$R`#7>BKR^BE>x5r{Ci#f3K`VY5i`_i8oXq=~`SI8i<~mQVlkFJysp6cR z+;#5pnoplTA;x#iw0YQX+PdaPQ0}X(*f}k1;f|ihF4_rN@jrfODJk)DarJSFa8Zw2 z{qo8>QBK1hmVwoj zmX{>dou7yM`L*xvQfGgj86Owm}2ch>(jtH+-owwa7Z;I;&}JY<>q|P+H>b$ z@#^dAo5NqMyoWwSFIFbIu3e%2x746NY0P6{V$#uB0Gl@uh@-!M2WV7I8@K%JEx7p7 z2hAXTqTF0u6T=Frv9V6;y%Pc^2G&DJydEL9TI4UXXJ;3O{Z3f_V3F)!yedB_ba!|E z7tgNK;B?ZJ-0t^zyskQj@LU9d%8l3GN}6q%)D)-3xN6JuXD7epTVwvNsUn*TDnr^q zlfl&0n~F}L^WK}V@OD{0b9d(2+0mR-twEC>>w|a7I=FCuMks?kdtP2%;IsPZ-+&yf z1h&^&bw4F;VrI{@`A+;^Qc@Dk_IyL)f6XMIk*dinHNm$N?$~uaE#ft;TTXoaCz22} z$@6YV+rWzw;Em9X7fk#lV$X(%b|9WwL zd}q|ZgBLHp1Orm!taor(fy(s2wRLYT3}}J%-m}O5E4i^EFo=5_4;X=(%1Qw)E-gTu z630zULC(+5QQ1}U<=RjSPORO-yp!nWy1K4+cX1fWg>xgB?CtFO`tomX0+B+swBEqO z%jMwYSEv*sJQ8F&i9dfn@`{aBT{C8?;3QdJSMl^j1$tG+s`_$nfw!7q02G@DYAny& zYF5^w{P85MhS%LSPiKDaOF6xDC=@g=sHmyUyWI$DXgxoz{8>M{0U(uxFa}y=3vUvj z@_T{9CoZJA= z{~Q7?FTdg7K22#FPgm6K;)4F1e#FcB6|M3yUF&_#8-RuE*4@Ad`hV78y1x;e4cvN; zje$Y1AV620o!M7c0boy5Ts-^CQBF|s4u}Q6ed}}BJih<6oLG^oh<|8oY1xQCWS5pc zQrFQ|o*W(JI>ta9o zH1IknIQTUs$xyY-4$Y!N9)U$$8=x`Ow6v0b&<7!IZZOnTCr{%wpNR-sBNSquqPO3J zQwi=}X_ICF$(gaSppsd3cjyogvWYc?(oWOcY42YX_rg{SQEUJ2v^#>zpaqCd^s<_8Y3%8P_x!P3Pq~{IAdlDpD}MtFsdX z1@nLAKaCaQag<-!)hHdB-g9$8w<2hef%A*3oE+$$5y~*q*F`md zH1&M}2l(gDNPa$LVjF)2_y^x_#?e*sTa#A(-@Y$919Bw%Au^dsbHamBQ6tC4z=DW* zTticHa&AsYsHU_zM^jhR+G@WiYI8wmpb$|+OG87nV!rf96jrAm*UA1_*g;3f2r4mH z;9YNbU?t(HGj@CXod0boZUC>$-&$_k-{bYhUp@gE4K(w{P^hVCUw2p67ROQp!`a{$ zzTpT2PeiS7GALMJ*XiUKYdToRjoMk=zp?5D5#Wrn_0Zmq5=((Z(a+Dpfvn!8M%-GW zq@YT|D=~~djI3}oG$efNakhO{ULFFNrsN=W)E&8{LET+K zJ13x=P*a(huXn`w0paDXs+eMMn_fRs<$!1jEsy>F{d;9)1vIzX4NgVr>Bv(;_eT*e z$1x?hf91Wm_xI85-Vlczct6~DKU{b}oTNSgBLys_P*dbAadGjM+jTaOc3Z}+V5zVF z3@G-irgZzjwfg$C>w1h@Gq~#RH@)v)VV_8dAx#4pY~X-*e}B;ev{*r%t<~V5OqJ+K z{y9H)dV8n$aHhxBc-UUzeFxqLE(s}V23P9!c<%j~-UA7P@1l>Da=e&{jZI`3*Hf^q z!^FtAb#TzF+3A`6`KluI4##;|K~;6KrunSsz+;mi*ur*}baZrp3pMrOcC+O$fGurd zaPZTq@n(7yrhGKuF?wTmo`53$21|}xXW)iN_)1!c}8L2WOOf(0 zc$h#6V1#ZDpr=^Qqt3#bRO|SOJ8y)6*~dNA5j)@pt}c#bnCbP&+$1`Wg!z`r->b+@1*Qw?fQL z#b~dGgM@AkY_|61YP@gemi!RN)u4d4ii3GhPbC6@89+otO8tqs-XKhhR~&mqa!5E-Pm}oD~wA2rJ_PL z0q`*6cB=Ut;=@fqHQ@V;o}T{SclL1baL>k0>nZGtL!kF?nk#g-t=4kAc+nh0=Y8l; z`vDBQR+)dTe4OL+O#9F4U3lj1{ODkDgwGW+wcP#p@67(bt_`ge3%^#e@&-5>D}!rm zZ-)cXza03!Z!-`Sgs7>_PSOw%f(cYTT(OaAWAXlrZdP^IGcjrad;tTC61F+Ntv8JZQP_?#%!?DP{q;e)*_tJ76H*&vw_cJLe?nh=`fdvxDc31Jv?|V0= z^A&FU5+eysO-)6*97KyZfn2H1$z0IV#ogq_ohm{Zc=WL~oqm^nd2)Pgn5+GJ-A?-_ zpCcAeTZ;Z@gY&@(QFL#)$I#$lb!Fx4VUSQ|X(>_-DGABI(2#$*&{43wi@SSwXD7$Q z8SVXHP-J9eUmV*5IHtK?w`FR&u4paN*`ICr;whu=!11TXotd5WT4&O$b321Up&M*o zN8c_lU81kfYg)oEKqLvqB%o73%W)6tM~IuImX^p47@s_|a(HS{UQt0rBlGd2$emes ze*QMq(q$mfDTChe@Ufd8Oz0$G=n*=4ijenH|0dTHsFl?|Ps`Q7moHxcgBEH6jF?*M zyifxELqwvF$d!LEN$NCO{n5sJVhwZFvMx|g^4Z$hP>np>DQU4??J8<)yuG<-fSPXd zaF2`1y-kZ#7X9H0Uwx%d?{j^9mV_g9jod zZyoUKZPBPDr}=heKvsgyYf;_Ka)ZWb|&2YY&a40yP?eG*b{ z*Ipr~Uz+Rd`*fPOT&{crevByFehAxFEGz>H3wH&2cd(BiF}2G66?NcEb=8LNRa#vg zo6H#~&8pk@RZ`i3%R@tB##HD=BN~~R>&M3WdedP$cB^Y7TRz%cM!LNB^;lV18OThQ z2XSSGi@y*DO+Tn}zwG7W&A~yQG{Z zXLhd%=Jd0yI9GkA$wa#@bD*g59UtH1j>0M|jsqcNCRuJg$ciyx8Lbv-@Pz7qf*gE=3V zsUm-M1paW)v9=?dSr1bRkfPesieHbe$D<5Tf zp3j*2);v>){wODhrsTb6p@&+->5t_2=wD1H0zTp8u3WR?E5yyv!39)^zqH+LW>D6F7t5KiBI)4P2RrM?ppTU=a3 zIspm|Uj*I7}s z?XAc1?LA5P$%p6M|9O`)?T?=@4^K>>sUwM4S{9lwjG-u1U_(x5xB`tLDwqc{=~wsQ z$t3F&V7`VGP@b2URaOSZ3f5343=T*8C7e2XJ4gOl01S0TMpU$wW1~`()Dpc32V4DYjJ;8tB&4yBaX`-lrh*IP+*6>=s&E`h2v2QF2xg*I4JOL{C*!IUyGV5WVr{*ry4g9<3K9 z2|3$ARGT7bD`#MiPLj$L6n`XPjTh%J^cGUZE^Ml-oOf+`#U-YzuFm=H-3R^_$2{`0np{UTQ7~k%o(5s^eZyeJ56h&QABlx78kwSQ%opgX_$ z$RBbo{9hhkq8iezv-cZSV(452kTyCTrU5q)ii;7Ru7LmUp z&f?u9dmv4}@rDwq$jS2%2w<4xv(w*S2)tmxl?>)|iQi;8A{3tW?e2P5SV-#XifC#= zMZ9eFmWGdyDSO%Zj13m+gKIDLOD9dsi}qL&{bX>z?C#JqG8IY54Iq`0k;H<5L$CdD zbZ`4c&N<*fNFVw$#vBE!gX~dY_X#axi#V2_fUouByc3vl3}3X`R=-)EUvOU%Dm7Q+!ha_L!~sdk zMLx-7WUAZ~bM4>I+De(*_4w<)crEo-R8C76Y5VB@1HnJ}o$(y%#O}tKS@{G68f$Cg zuWSI^e1B0l1bl6bw%q|e0GOntrQ4S_@grORZa;9E@5hAhi0Cy+S)RJyUu`C&CUQXX z<)oxsK#QZ!vu4M;4LVX3d7oFLni&0} z9l7WAL`fd!|DRJTeYSV6_vHVuEu-QQ9s%^}3Ec_sbY1NiM|1EZFcnmB?ajDtT-naQ zzHe>|2oQG@t$Ll!(4&S^Sx{@m&Hb=T#kv4+OP0{>q%-4?G+C(V!M zuJU?I+q3l{G~jA!Amw@0B4OY_>FOK!yFoPOam5H?v@y&cxL86<_dR_pe{2mC(o~fSRCC=+gap z4f5db1S!((O6NDwk2Ch)!@$q5V3~R-f1bT}-b3>TKlv~JX=?UJ1(&iX^@<3QLKq&= zyXH=f(|4>wK>s>Zcd>8c(*l$$00zaylJam*R&|SyP%rYm&IwShu58zwpH>(c90Y(m zI!+A;Qb)(Qu(3ikHD|lJULrMK#ss)#uJ!hA4-Yfiyyp^2Dd>@;aO#h(e)A_ZKZqCM zn3-IqQBvb`2zK;4JJ)$KgkRriecmw32Blt7R)x66+UMYa)Lcz74gsL z_g1+rLnEn+;rc5-3Y?P(1hRHV0D# zlcJ(Hcz6Ix9vHX-&F51xGUwHp{)~(~1aQd^3PqP+Xmllt z#w|tDj);iJ{0nsc-nZS}0`?pIL*DoH9zAt7M~9J3LzlE=T0@fAbw{Pjxg7D`UPFw1=t-T=F8%JH$WwmXx_yOyq6S{OdI zKd5D@Z2f{1SP1KZ?!CSrUCTqDA z7f{#Mo}ZZs=5$%>)4M+&@;a{oTAumey}c-UsP!U8V6F%F%CuE$k5wwY%XTsw3|!={ zww{0IeB>?Vo7b;J#;^ib{(-e^WRXl9q`HQN8$g?Qe*R1-Ock0M7Z+sZQ~R%q0R9HBd+D zXle1^BCA|C76r2}p{Sz%X{ZM-A^8UjQ7yLX=TvG|3r#-&%gHMsfK^D^I2UAXVtN4y z$Vp#cp8ypCY;;la95maWO)fN0*tzP8d2+F<$~k|x&~TZuy|oE3bxKN1e9g@GyH{B` zT5V{sA8u($otR(ksFZnN7SWm#AOEI@EoyUZLU{^|nMUF_A5xnxyuw#|&IReurQaSt z62bRD!hP(+9u|19=uVK9Yxbcx{O$R|&B~r$Y0EDD!JenH(M3=gMOfAo7J*?TO5B4c zdSUf;_k%qzu8MqxE%eueG`3l;O0UA-j)9Ssiyo!aQy z+6!G|^C1dddeYg1b#%x$1w}>TB2p10NDD6EC6QEEehfXdyw4~K=y%(2 zLy`xIGP1I&ZIGb++TKaTxDI0c3J*z0G_@b_&#FP&g+4tD#*F-AYHRz^$qA1j ztG+&`p#cM5k@VOfIOsNeE#Lz`P&;hwZ(zRumv9%?_r({Ma)`z2V&(=i93MYdjB80) zz9uJEwEWXtkB5b^T>0-zZ(u$X{U?K@Ni9Z3A(}A@y9%puv$L}&(P%>{*}gMMN}MsS zXh3K|PoKFAsh-!K{sWinXeoJlYR1wIzUd~j+sg4m?v=|F&rR_v>cFoFiH2vIYNjRs zWMr8hXZchtY^P~kr~b8FKt#?5aMCx|Mw6XetSJQY)%4)wwK?~bA@=@GJpS`3A~;J zyTPv_^oa99=JdWR90IjAFoP31c5z=S|K-rZE#Y-_oGqR02HFDvuKsaetw=u6a5;2V z3aX^M{Cv><%ggj3jSmg@uGF|po#4$0XlFvLXR(rQjK5J|RtXB#OimA{Bq<%P*&e6f zU*4_Kro_c6%gWp58ns{-hY&ap4H_~3e_Z`zcpY50Hj2hp8#QL5#wN3%YxhrnHrLFU<9Wu-K6hK&qS`#I=yddaWk6C^+r`Ez4iC}6 z!w2stm}p?ptruafrMFgBwXDrOBH@7vd2@SfO2~EF$KQi?LFC2j=lU1eMp#*^uIvEr zipeh-dgu4#-tQImPbJn~ES6HpFTvW+d~`2G!z%<8BR_oYM~;gmvg+t5*W&5bj~?_{ zZZ{p!+H{lu5%JB!fPtmqL)gd|3+S^{8#@^X@AnjRH%3%u4hGjljxU`_(eioU)+5WJHfU0+|9lvo%Da&v=C zALU+EM<+8S1yU9$X^adEKr*F_oLqHnr`u(^Q zaJJ{F`rOmdWMOFqlq|EeoMf4omqUPYj-@Gl6|9?M6D1&mvaKbls0RcW{W_C`_%8H7bT12yDGU6El z0(0w-mb971#ww7~0%W?%-@g|tY~x^Iad2|_`T=f(cEbWehJntUq&~NU9>TcpM;-7s zR#eb%sUZHaHZ#K`CI;7zCSWDg)1j4fNn45w3s1cT*oEpFD%(D$*_8IpnC3@q~=0BL;XE4+G6|p-Yt;|TSel&v8|1Tg+)nG3%(iv*q=WA1$k<5 z53qq^d99w%$YH}8%R-xShLN(JFS44mpUf$`^#cPxx;8$5gK%|)+-0ku!gIWQ(hh6{6J-@53nq%WzYU&N^nE+zMgom8vyO>^ZEkt1DclEk?<*rJ7S7 z3NP;KOuU6S&g$}C%rcLche5}ZT8`2A`oSAkJ3pvN{x0?LMdAN;et20;-b*}k8Yyf3uE~&0|x3dc+#%KWqvxepmq)P^dqT|!U)Ko1j zzs%XBM_G7_6NE3~kqg@ERPI%lWP5>u@wbUuLoHn-ub1qf*x*$`Br8*z`whF7qjR)s9Se^A}S`P)28A%!CrmMGzQ<$VhThQvP61iinD`vM50eW(jddQLL5-M;{?>;vrbA^VribRRRDU>FDJLl(;m|cBwb2QXCPW-|5%hgyYZI26GBE>OI{DjhWWB9B2 zOL;Jm+GYq!0g$4&+*){+JzAm~$?Tp&xxoBQOKk4)Ns=D66MTMmn?O*|jz zIl$&xS>zZ&Om;gr+u2-scihw{f`(yjWi~o80$_X5tzY#)YxSEcCrr2ha-IVpW;b&# zkB?UX-v2|>q*O~2v}}K?v*v3zlniUUUwy-=<47BO5_brTJy|a1!~f8h`%iVgB#`Rf z9Ie>X`_u%c@a^gsxHYBe4uU~<3wa3mP%nXwtDS=D%H2vKX$g=}hi4=v=I&}rO1VF9 z=&q1{6z2dach{)n1_PBr8`rY67PS0+2}#|qZfIcU=UyI@?Ak8DILTJ4};49;CxBxY9H{3{}z=g(ji}7 zA%hZGuvSyM;6IEu%)HDzks(g`^bb<)dCdCEegc5+jpOK0i>R2BwybRT#>T+q6rI-0 z2wMCa&MIK0bvZD zw9-g*J6Q&17FVih^F=n4L27MfWysRfV}X1o;PxWJ!!7LzQmwDD&(gvk7;;5WtO$-Y z(#xABZ}9L!=RN&RLeo!HG5_j8Y&g3o7S(@HG=7%&cEEMkEB|t;@3x0p_@uH^ai#z3 zQKj`|9P(Ai{9Gut#XA30xBS#K&+v|Fl^UKwgJX68UOvmI>$4{M{yLwoWIZJ2;E+)}sZ}M-QuPbk#V*aP|E>qJo#+$2*pHvi)%`2?JX>TUfa<= zmYmp^Rd*|BDO=8reRTbOz{-LuyqdGKGng3$hP2?aF)KcDcYg$FK|a61UdAJQ!jEkM zHr~8E1lKl}I5*>Qp7w2mdASjwVcPo?_Fa*6c-ZXG4IT$K5s*7H64k5YoQ3UP ziMfFUW4XhSH~76yR=y9%$1)%pm+rgfkH_L%cLNu{E_V?S#9}@?3}BPdQOBQCx4Z&l zG6UZ3!RB0KX&LrOWhEuIcj&vj@0qO&t<^L&jXDoS>3v;-D@jNQmzUYts&8&&0rH5w z!vWBfR0B+oGTvprBMtI=akd-hZ~3q7-bSF$I8)*^L#9<8ia`W#){Jr@8d2sYI{`J% zNCT<84xT%oBGX}Ki9k^=FRMPiuD{|}{J>qd4GauHR;2pAW;T;X(9SPCQhSAOVh^K7%3n}^$^kih+ zKv;gO@&&m{^b2cnH(Z{s^!;l;tpsv6M zjh-D%UtCho&speqU|X4QXwpVigWWI($q+}vK5mz7j?r}m)UpZ4SBLIOjP zbm%8-etB>W>u9Rx&62@ET>aNly%&GiIrG$%3Ok4K>6eV`?C&r4=UI_2*;=#rp~g+0 zdC`Iq%zsno)PF&LPd`gao5dxmsgVA1LTOUI1@UrD^gQ;nZ>C1!Sj|gOxdl_vM9Ob= z0=>rIEj2-)f2J@p!D8J5&BWfaIoOFq#*L5C%&DhMk^E`y$dmb|E#cUFukG$kJ@?M& zWG#4Kk>H);GD4)O=xACD1ekt1mq0#aTHFXO*ExntN3dl(*U{6w3 z=iuZ8(B1m%Y^ef`ot+(!jqmrF5Ntj_YtiwVbA{l9=s|jh033Q$duxpNw1pS!WYR$Z2i=N-zUql z+t({rcZ;0peje|3bLkbS+~DX_3BDn$;qIljgBwd3VtrSUGI<>we1fNlIZs^ai}46) z+3c@C^wizNYVfy|DL4l!r-}9VlL*lv>WpC~H({2voeO4Jmya{)qO+oU(^%PZ;+^$W zoguMIWYtNs{ToCxkA<^O;fn~zl7I#Eelx{+YFCmNnRsAIS_P>y`eS zFV+*of9nGIpwORRFYQlh79Tq*v%vBV?t|7=&(To^AbxRmeE^$uXefS#rS;iS(V!_M zh9b{!jNck-TX9LrcN)8RX(dI)VL*uk-iTY&eZIs~j&uo&gjsfVvxfoX3{20?DgvTD z^{?MYj#*U8(sDC%d}JhPRyJ(lqwMb12c!6yyMk+Qt%^PM*UNCaMLZ`9%Qp>;#Egua z)q44AwyPsEjo@G^6&22a*tmdw=Wkjw=2U{k1Y)`G7W#IJXz>_EEls)u10NEZbZ~HD zT%LCG=YXFI-0HRtk8OJ?Azujz35#gT<-QJEm{}yJr7hiY7dyZ62+lD!+KtxGwh}QE z1G^a^`oZ#l<#$&@Pa!Y)Nf4T_P)DB;X-VL?6+PzWoc#{>`93?MW^F*>YQoM=I!{f- zlWd>EppbX(Ej>myNu(9>9(~{@BjG3!{PP)Wu<&ZkmPvVe8U|%AyXte(ZLq@$+R>8v z!Jq@`wwnaujW7+&cZJa0NXStCMVdsc(!4WCB`?*???RU%A(Y0={%Pdin*#GtPt%By zyNtN>J)@_8I{9eQxi)q&(Cp!cdw$6xs@y`N#}M{(hIiivqb(E7RS8|g;WjqiJx2`H zK8p~YhG1keg(etRK5F(fLsTDU|0;TO+kxKY$>XU$i01O@YX8VaE$lccpCGJ>YfI!h z{u(vSp1ePipI$cVSg(pcU8eFhxa$p*hklYB{6TPf;+H>G;R6JU+vld#F}{Oy$L!nK zb|~n^vh3VW7V7S;F^R~=55)F-ZX;U*EY8ocdLxP`)GXNlyOW~Rm=#cj1h!GVE;4W+ z=$`>`G=MiW)R(}`jJ5cXjK>4sF?~S^oxVWz0Bb|O?5utt02>TqMWFhCEp)#~b@saA zU?&3AvAoPiGrI80COdA|@B>k?lp87WKvQKl2bV;AN{pKN_lK&|>e@UCzE4aPT98Aa z4@OI4^(UILo{sqit&02I{+t8jnU!PY6Htz3Jzg1`uD?9E4uz!+U5e}8Oij`84TV_3 z=I@@(S=j3}Gb>+%haQLr0&zQSRTZr-;BFln8oC@#JV{PQVz>Be|1`5r7{P{%lWiTE z+s47-YG_zmP{0J#0!xz@z|rZt&QRk0!-T}DwA>oy8XdP#x~j?!Ab=qCR0>l{hGB4= z;Vh&G(q}`22pX!(EoiJM%SihMMe7Dt3l(KGOCquf55JKB-}M7=@9axqG(6UL=h6t? zs0mhFgbYf!W+b7#KmLctL!x)@ZJwcK=j1p!lj5`j})c z!PI;ibM~L+ZLn*T%5*)3fVtAe4`q!jiX`_k_erzH_D3H9HrSbE}c{G$oiW7YEKkK#TgapdGbwL6YG3Q@G`mv7AE z-m%@RnXin^fRoUwy(Vh(LHb|3GdRwYB`35p49+O*ZfQw?M-pNUxD7y9N#MiI>wI@D zM?|QFp|l-1u}*4gy&WAG+>zsHL^}joP&Fmp!;N|!!Hjl4OsEYmo{A`HPhMWmCLzZv}(001pRN??o~S^A&CsJ zvxADU(~h;H0R8m5>MsC4{>B-C(e^d$6Q4Er*P|06pP=lcEZpTKh{;8ek(-^}IXgQG zSh%$e-|%Zf6HD3d%ge()xW)DGQ^GcaGNw9Z8vMZVQHB<`+4z_kVE1BWW~Rx=cX76^ z#pr7X;SV6F1Hd;#cz9c5e*bk%XDWH&=g%!&jk_FXCqS}aN2Hd$-$QPbBi=&{`Fg@XCC2*$GaH4u|5yt2skP+OoT%M~ zUbanhz#k1S9YT{2vc8CGqW7G;cq7yuD;rsSu1=`L(D}ZiG$Db=P?gV;h)+u(+1Gbv z<5z53c39`P!cS$A=)D4mXx%mfKey|mi0#={a?47-V4-$!aUcG1p858bC>*C zFA>_LBt(~k%ni}aHPOw1lFGVTA{_Mo??MP_qE><8VR*!2F?Z_S9o()9h+)c|WwNoy6#47W?k#9A`Ff$m)7KakS&-_gqoV^XTR^PU)zuXl)U4bB=W0E}{%vDz zyXS}e_z`GD>GJ!joA|w`xUB5p@DOkmfLzcw>8pG0G6aZmc{w;Taw7EyeJa30X#ST# zBULl#spFJD?sApGBCKI7T3*B4T~AL6s3XB-)hA1~KDrV7*4G#V-DoRaDGwAmSi=0^U`uud<5d)AOU^QRSG*nU=1;Xvx zlX6vghSQ%k3V?06J(%8$h!`D67H|6c-^EKS#G^xS~W zroU)9qhQ=6ooCC?qc2ra-x^b&L?4rcU&w1}6vM!_M`XRDvqQn_Ite)=jepB_XyGWl zXxtR@Y^wlB#hc)=OyS=*dcp{wz*z8jA$>W9yvA7bi~ryp%Pv6_HPNt``vY=}TCOpj z^Ol|ShL!V1P=C|ZViUG^l-6&dtY5x?Q0QN1PLyJO)}++$=+xJDxI_ZM-5q9@d<+n^ zjNga^+y$V6DPX3etC7uQXXD*EE_&i!u;tx5>h!56Nv%AfxE`mqWWSN4KyOXgmkpc` zuzXMNZgPUJwaB8BR85r8G=aXLS@+%e1$7$9D-wmVV!x{Nd7?E;P|fS8ME-2i-ZTH0 zLFxSu-46a^9|=yO4e5t5DGhnAq@82 zLX#Wq+xEsD(uGJMN(7y{h#YwaAZ!1ZY}g8cF!bSoa0F6EQ&Tk{g`Szg0`XAtGxhkj zA=TON?6ICBRMZ6>li<0dEBw1wS_ww`^vGR6Kma&QvM zLO{5&*|FX;<5x>gw}L~`JmS#?Tu&9*B_*QS3P6UO_s4+W^_lzucCpaIz#zbNWVRxO zX){8VA#{JYr8Six)w314R}5P|^N-il9yR!}y@OL%>l7I!4_xbP@T{4QSIET6icXXl-o#KhLIuX9pREr{8>Tspg@`jV%hx62i`9Zg#-7P3sUj~UBObE8^~U^>(C!i2K@vOS{e<#q4j;GO z=azd$?v7o(r|rE8WLte09)m~?dHji(Su1wpLiS8C%VYa8bTK#3*A9tnv*?VqO%>2% z(z#``us1yV7OqN?qmmmlA9#e=>~$uPzOj)^S8Mn65f_X%WD0KC;&b&4%w5G*_Fu$i z1c?(j!9}VEgdB(1E9&H%ckIYZ4c*+ERz$&H_uvUv9#zINy4WG{B)L_}$fYm-rGFDR zgzTPBXy^~7mdAWA@w()88(d?FcC=t}uxNU;eDq=9+T@t`AK!P3Z1By}EcClyadqT# zBOKz9vHk4bG)ZtFpCbtY_3>y3mC(jMZX~o}>){>6AWe+?8KMB$P8;Wc4VS!5vtVeNN zw1E4lqoT~=WPeO)iuw7yqYwUIjl)S+khq-3^htUDWVO#vH+i^myl_kO_x=%k1txDf z1r5a1m5VN2cT9M(nkx9YCahMb_W_zJ>x&&2RM8=Em<6jBI6MkB5JBDQGhaWbfA~ga zB)Gfh$)tH+-GHU5_s-_vd)7|ghW*})d>Xm_JUs+$TlJ{Kz;M_bs z@vzoR^z@aeJ-07kws%*t#_HCxYZ_WwkT`)!Q%ZjL^|hJ$z|;Ww6nJTNcChhRTN!+= zmX^f9GZIQ^65ZQX`G+KVA<*m1NMkh*++A*Dbl3LsC1u9}cgF7S+{nl=U^T9rtx3F} z_DH_RC<4Rl-tMj{7H{)u^~c5K=i!p76|dF5e~*B*G7vT|%G>1v5T0Rsc(j9yH;$#b z6pBaYD>J?>60Ek2^e|d3T@8-GWjd!PuIVu{XbA2Pm$O4d`0qhK5I{5yjg0aOjOS)K z#zq+s{&sOFOP%o$M*O@19U~e5M`0zz$2SZcdMmCZQx9kZifk1io=DCvq$y8MR#RQq zO#E+c`u6IS|0)2y#C8}Xz>_LZ{ z#O6XYOZ5WAdOXD~6RtGPCMbh{$IN2W6ltb)!`h2w!_V;i;j2jgo<~$BoD2^!iyh1# zjHoNqdN$+Mu?%R3r|d6qOzd8%f3nLy8{_QCp0D&^4#-pq9HCM+`dBc*Wwc}1T;vET z>V`Eoo~c32uNk{O+1mH@+}%rA`{yzmB(r6Ig~#7H>MzyPv1;B zJBk+Bs$k8Di*ds9j@p%6PKtl4AEM4~srdAm%v?sfaN>`6|D?#D3q6924t{~3Nho&` z54sSP?zq^_vG*ES{c$sK^%Ao36RMtNMEB~2N(r>?Ul(q};im|`r%q-luv+_{x>skg z+y-Ru%I2$u%eKg{RLHhU{eVt~;4u&S_b)7%9xnq~KC6U8cGM$c+>MBD2Ppww(fnxW z21OGk!e?BYdfdggnMH0a?S`Gx-z}5n=I7`bKIUpb@GkBPqxNNe4N8Lt&;8|2)^Ory z3yUrWM%Z-Tts?gTm_3pSuo%Dp4@`~m{_$=C#N`9u4~R0teNK(f19=%xYR--~5c?m# zBO=?)CY(+wY)71&po-UGCDcn=DOLj_iQrH}sraXYs*w@eFovY0ZNjhx5Nnv&{He=l zVWXgCs?Vydj2EL-99h|ZX*skV^P5-2N@8e;S+trx0$Pc39dsW^-<);NyYBjRuf&*` z?^;?w3<3mab*;|L*0pepchuG+Xne@{Z`q9C5mLo!uc%nXHg#o(-P@oXHy?o_4`sBN zJWK!6V_trguN6`7vdmUbg>7X-W}JhoRYrc8Q2`qe{AK0kmR43H;~-J%2E;Ff0$!@P zDLEO>ZTmXIa3*EBX!73oWO6d(@bD2R7}#gHDw8Z_+aFT;Og)ae+WrVVRYkQwiEEe7d|m|5}bGz-DnK+#btnEaA|cw#5XX-voOTAu*9}o z;X%tHTu}I`@>B_MF6HZ$) z`NU?e-5Nfcy_O$$08{lDtuGEz#E%N=dH_|a%acAinMpgH<$^r>jGfb`wHN!2*{8uA zvW|N4j}>)MZsx^q(KL9rHW3Q!nwU`b&+h-Z0(b>peXQ|{{7Yd5)sS*k=1+*>w3`i` zDNieQsPzY!Qd+m)jO4f3oc4+s%uzo}3J{aC&IQaPAKj*1yb_ZBlD=X8=j~g^bhzCZ z_{M`J)Cgm(kWH`n-t#0(PA~VD3}*Ug>X>(SucD+}wqG)StKn0E7q-K5TKg{{`1Wb4 z42h`NEUOm^8luue_r96+o{`M(v@nBnVHW1!(BTpk6?5Vz=g%>Qzi)OhG?o?MgKgl| z8dk_e8Kc@fcvgC5B;IJ$Ts?&~Ub7SY|9AOf-O*CMK@tMg5gdFls6zbl5ZK7`0P?{B zapY3P+>U^;TVJ=fD^Lg3Y`aGlmYYsnP%bAw>fn4c^J5+qv(aGjz`_PPI-+jRFf@&& z;0ybO_KQ=SnIFcx(&c@hotWSTIWEC1i5?mYUu7*g(TkgxO^^#|?o*-xonWGPel!c(A6l&?Wn@^ISt#vd8yRim z6b{+hBVEP!V(-+JKLz3JChkwpY7QghpV>4UDOMQ?HM)P_UpnmD?vZg-Q;H<7|MSPh z&F!Z?v}|QtP0h^QZ48{<9tS78za{W-@hH}@C#x^`dKkN!)|Ok7@_oWxcXDXSq1LlR zgb!$it>j2fNq?T5S?F>z`)Ofk>6mWi6nSXjS5)1`FmfN26C%Ux)-{5#_l~lpjSw3kv~INXHi4$0uFKC*20O zdT0uKb`;g<{hui-YEbyS*ZN0RhDTPOo?UgqzWOGXem=JNZ0IB$g5ch4V}7J-Z*Pr> zi7s3pLL0I!C?7^4wh*AE7VIZ8IszG^Z7d^@)$vJ@?aV&F0jgs)k=}P?J2bAY?%nNe zG^^Sle@{v~D&@t%Zhis-L!xlMlA@gkb+us4h7T5Qb8kITQMuxbLE>ZmkqXk!3;`G|6_!vOT8zwDx`b zQ@?SZECHW%8j<@e16W4M(Zran_GBKH_3`i#i2GFN7e*ML`!OvPcD^%fvr}`F6t-Jt zjshN?FHqhP$EKLVWdt;;2(rdLQn$mbA5Ya;dqq(B43E+53?$8e*8Lp_ILHXjZ+1&y zgeUz3CEP};rf97XHGgU#7%&^R5Y_a%_@b6VNNqw;JKLK{UHANVis*Q3&yU9Im1|gh z$bD2hA-ROVvGF$!2xJj&uvSx_wH}NDAlq;mrz$P+JSL$UAM`zP3c&R_sYa7NLaOJW zh4hmG6+K(I0bH9kNbD?kg0@R1zoNq?S?*#BS|Vg8aI?-j!V;mF)bxH#kck9IFiW$u zeTG8EWG&tH-{ZXhTZx`HOre#QyPB58QZ`n3>lD2&?Mbos+0E{f>r-h#!vFBgxU_y; zwF>o?{qNA&-#-^n;mCgg{HkKfF-PP0(+Tv?YCl|;NNKH+(x3^dP{{8TXVBuhv ze7SC|$MZ>9wvgK{Icm( zlV7i4GK_W2A6$&u1Hm1Vn4DKzF-S@-tl;PPh^&G$G`87ft5mIUQc;o9XCKGd3n`X;lUUWsLMA(4kkCKMqXQfaG{u(cWU5OV74$>7U7ndL2A)d;Rqj zb_1z3>~v#BVxWKZOEvi+qx&e1k?jUhqyb$q?O;*4db4rC-k>J3Yc0 zSGp}MK_E}p4%#=l$jLD|7RJa)Ipz__zAxNEbZ6Do z87O!5QEgxD=xPq4K-1C?h7$1p!|)rII@qSR&C*Z}&Jfsho?7VMj~l*VqpV2{j7v?w z((`~1t*=6=sJgDNyY^Stf*N>I-Rz4AK*DUr(zQiw!LvDdFUgE?ZwiM}kI(|)1Wlk0 zs{yfADmtcv1S66uu!p=P;5>Pk6W<=_m=&m$^&lpM$yUympV2o%Z3T77LCxo@t zY$Up8c>2yb-_XApMnlj9s&wtjIFo#zqBe&dc^Qi(s()rmyDJET8i+52VkTSGbWcw8 z&wVL+QTP#Bh+SH;^D!I~Y90p%(txoG-=7-eP64VwR|)wRG5v_N5~DNGgxNnN89l<$ zna{TGY6VuPia)u=pyJ~{Ls?VuX2`|m}GN)9aEXH2{P z`LA8|Q!|D=a{F{XvF?Lnfq<-x$LJ_DJ!8%U2Jia?7ldpIN)#U5=hRr!k0diGO$8K0 zM7f&j`utj39-3Jf+GQ7!mmg|MUv2mNA1~1zz!ChP?{y-LneFhCxK&t%RdAsC)svy+ z$mr-@J8?;=>4>DtpL_!>9Gts5bYShiaJ9NnsI&f4Q!(P|Z@16~jKUyM;{04vQ4x6q z4R3dMn~SSfHe9~E)b8mUv{!R;Gd5D!Dh=2+y)7fI49|`OCp?d6_!k%Xk~@A*N{CY* z5~ybi$iH3H3-Nm3IqUt!}ez70ms&N~xJTK-{Eg zuxDtr4de|#nw*1_Gd;vPd)UPr_b?4PWAf0{1V_rr;5-hgmoi#tlxnlIba`n9Vym>R zGUy8S9nT;jT+*#j1t&P-UJCqbyqO>rxeDgE{;+dVa!LNr5DqO0iB*@k(%tts{1g13 zrZXG{>6G}Hkf@86TcU}(kNfjZgLpHySTnCgb0dbMbI7GnllWw+3Hl`rBKc004PPp$ zxu~$n#=DM&YW}HJL{kLWhUOk#KJi6WSgk5jW--YjUKk(x`Y6&o?%si&N#XZjJ4o{e zt`eabRiRKI>0vxRkPaI{7#k3r>=N#s;-CG)KLZt$yM$YEv!JBT2zo7hOzv9+o{~+B z1oT2_>1UCNK4bofaTlNa4$mypP_fQB=2^j&=K6a&cs*Y z#;?9$Jgce0Yr^d;{p439q@cph&AZ_Td(jQW8PcB#0Lj-8NoF7P^IP)t zPKaZQzx741@a;Ib&;gE+UD)GHzY$zFt@<>)1Sw%Y52In%?Bp|9FjdnAb_`Q8;%gE1 z?S9&qXLZ)IPv$^Q@k4>&YevwRnc=;D4usHGJX7q;FqUZz!CeSK&e@(zdyM?=wx_WeMY{7SIPLM&0iaK2# z!`16r#iSCS9uHqR#n(ngVQ79b)EC7S5~Vc83S5a^Rd zd`sDiRaZ8}ze<@{txcRPJkx8F=>_yIxBNQ~)!RUk!z>sPXmlF}Jy3r)Dp5LN8Jf#S zY2<}xgo}kmgC(71GUFS@Cx0*M-%v&a?ge)_W`&;fkNz?1~ z^-_DMK+nvrt30wTcanum5tAeg84R9mQsus})3PiGVe_>0{!3(Z?o-!5p=7XzlJB8hnGvVlpFg+N$_thLHg(uxh&FQ z^iWnqM}2AJ6_5SCvbn0cMYt1v>(oK+gI&SWvqaT1$B3fF!z0eaC#EP)m0f+xNOKVy z)sIaw{%MW)V(nDnCp7(+cc){M3h1IN%zR_3c=RNwG|)%MsZU9%4?g$8-r+YL3c}RX z{gPaJG|s#{8@niekv0jz&D`Qs)Ri=7hr5JF(iH+ha!frN1q2z*?;Y(!J_=1*jeS#4 zF{49C;QNyOD~#qY?TqJr$Fa5EKWj(Yi9X(*j9KIku`)dcT0lyIWI(Agxl{FRy5S!kyL&}Rj#MZ z41TZE&JZ#iOwN_`rGWdnsG2*8$9PeLfRygEcPL{y;QJK1Ud70Ry=yO~x%qohYt)U_ z@RXPV@Aun2P6>hb*m1#pLtXnTVugh0JJDm2-x_Qy&~xLYKcg8)Vjg~3{|Ui8DCNGi zET*asmn)F`b#*Mr<5W^(DufeP@n3<>mJeKFV0D{4oV30NZ%*}3wed|v+Fsug1B)&& zKqAKLVA=oWwo=PF{gaHoD~Of**Vvw-ujjUiEiF3gZ(PV04L&Kz@ zrmC>A_F!ge=@{GNg_%EgAGJ9pq{5juH!GNUOB1{OG9=$M17Bkp>|pR1G)67&njwU1 zvq%Rf4W!YvO&G=TF(i^C>56n2gt3inOQx}?kBX>|vuM^GHce|g)Xkk}m5coR2d;hu zd{kn{4j5@4`xpLA=vGW<&-X8_n9+T`WTIBMo5C#}*<*IU>239%+_W!lq_1x!J5=QC zI)2a;rqM6Lg$*KZH7g3=+C^ObQQ17Zl0!Q8rFwLYo`T-THuSw{RbXUT3Rdo1j<~NP zBJ!;lA(aRVdsR;8iLjCYgstLjl%0LVKf&x+IAX?cr(@qT$|kX9A&(Ka4{^p(NI4s# z_n7_J(L9gD);5(;zHKH_bEB);SD?3B5LrkSatyof+$$0sHfNI+`HjmJFzk#xC8)I1a%{(W->EoP zO(jFHvJEQ94H*Vy8w;##ed9|V?lcH_$Y;9h+ZL?$Bft64FeO}(3Q zWKt02V-ELaus_*hI@X~(!^)jo!&wCLdTJZ7)ZAP)&<7mt52Ks%5&r&Pd=_SLjo^#{ zK}@UDRaP_v5?B?FmJJ%&6Cp@f=I3=(6)vx(E~^V@ffg;70#hS(nVrfNodC&#v4?Dn z%wI4eXzJsGjjb(SOLAht^Xt=DY;5e`zkh+zF6lE41VV||^S!CMI$XuOg<<$SYs4#v zu8m?_92Y_6AxiD<6VMGWgwZb6Q%=tei|eBaorin~#?AUEEoml#{a9OFZ?h z|=)YQD(zt*IJcy$5(O$kzj$pNf(a$SYxvYBUPsf5m(Pzh}HO_Ay9$7qMDCym(uF z0zt_CdKk$BE}odmYdG6Rl(uP=9;UDCD_pYdDW9UmlHa~*UdoE;+sU3>@d7!FYx!k8 z+YO|pJ49_=+w(q)3MMAW@K-X{WdvLaGPzVkJWayw*bke~?2;%qxrgrY zw8T)Ao&uXKnz;fd!rUEmi4gbky4ErDJ!fVW>q-VY2k%el(4C`$n|Z}a@pNI*h<}ZH z#y+=}Z+v3L)oz?HTDA3Fg#Rb2t53-akGP5HfdE_2I|$+PM`05qF?)x$vZ<%x zySj6X1ouL$u(PJ=h>)qhiq$8EoKp`?0mXlfY={-qVMl6i`2#pZRgQ6i($I9({#0QTmZE&Nim;BcQN^ zd(OOsey)JNl0<00c1w&PdBliYtcgcl*tUBrHshwvZzyikc;QMF$kuytwel8PxTo1o&#yjz5n|f3Bndev@)}xkZ%TEBhwEq!? zGAY1lPC0N?ov#Ald~|drNRw#NNEGhT$e}23=IVe#VPq-?2KM?|Cz>lH?8PA{B`HPy zWl(dn`q^CrMY9EQd9%ZM5`SBZ4XFBqf+awH*$+D4u1@$~WMM`gIS;Zy4-S%n1p(02 z$H!?PB_bq5s_t)+@X6-p+Gzz&xE{QhuM#-tkS(sR#oOBsN?x|kcjnCHCS1p(t!sy? z;@G#^m~0%){Z}CL0JuSFYDQvWs(gJ#en94Ryn-}(;B)~=pEzcWH6i$Amku3cRM0-w z42)&$oHe^NKac|LOiWxXE#uRrQA@<9A^$2BLj{U{1MMw5JhXxoGN`{7yUeZ~jg7e^ zTM7#s%FCl0=$ zC5}zSYzqvpkIle48U#D;xJjh_ihcC(NtX>^WA5ab>!;{k=VO_;Gs8eH?f9qAZa%^M z_E!&5g#xNf48{&0&juR*oejmx8*c}m>PdfA3@M!?-ijwf*PFP(hHMPg2Amh`DO{<~ z(}#-R29WdFG+~z(CDdBEqb;og`L4Gj(#+Nv!<;@w1TJj+8@wzdZ}=9vMgcxL94*rUYp=ebQbGo8l_5_ohTCDxZuo`4oVMQa;1UM*HZ{%r zfJJm(rp{57`{;vr9s{FV6ZsHm{mp#hd`m$*nrOB)$e6h-sf)UFBaRbQlKpzBKaZm? zwo-c@6L0b78^ibUdSg4K;vroy9yA&bPjJrYz#2bx`>)LIn$+%VR)vS-8L5w&?4x=Zigi3aWiMkBRhvjphroJJA7kSX9yZlhlf9bFl+^@+Q}whhGp=H&1) zslZl&$RF4gXvw>>_sUT?IR4w()U1ml=2li^U@En=@Fz-(iS7JV(dt+mloD-&g%wj% z<3U9o1qR7yJPlCE)l+%4m9e&XRes7K-PYx`fm~Y3)LAU_d@hqm=eoECaFu4cv3O-< zDBP`8&UT~Z=Im*-RF6-VlVH~e=AiKKl1Dc?nh!M1jg3l0KOp~tAg0b<@LzAvO_1LS7P1k#ia}q1e&&5o&d6Asnqmcs%ypQnYZny}uYm$t zPe7N&&iXr3uh!?*tn@Cyi_)^8$yc=6uIdsANuhlHq}z2}`OlmCJH5lWlqTGmO!b(% zPeO=_<_A3ZgpM3ka)-JScrHlvgyWhW*^pdaK7U2Hx}mMVz`S=06o*|6M{2_(vilTd z=5St`w6Q#~pSAo=q@J9H6?sF7(EfFv{9J0_WdAqcx6XPBe`_)>IK?aing%!&(HPiu zzaZGP4iy+O*R#@%`220r4#(TE4Uy%32&Fm~Hjz-X zyqNIhNxxvM6>nt_&Sg<<+wt*jP~ozM8r}<@Xu)aq^evbx5o^kJVFP_nkx^s`%gC7F*QvMwCQ=a+-W~UC*b##(J zbVl3`{?QiB(OEPGg1(8Ysb{jCJ=XINshEcRV=2D`qF2}z>7ag*Pd*{KSJQFTobTUAuB|Ar3T3Q;A zKB{ydz9=hQSy_8=S&%`F5D*duy#PZE05Kf8uXavPwb|`}_1n;Jc3=QuHP>C9522bQ zeEK2DJmzX>NL}99+f7{=^nhq+JS{C{2s8oskbr;ykQv}n$j8T*n3#A+1WixpBL!NN zy}TelwEz8U418HS`D?Dhw8-ou0|Pd$O1(N6g65Wmo_bZ})Qk;tDcb$m`uZq=;*wXJ>C7|Hr z*%1igaUs%?;||@=2%tu;)lxodTMQ88%!rCFe!;VXUl(^2g|>n!H-WGTZ&pOv7?^(v zZ8s*zjr(dTe4wCgE#m8qagEN9*ym$#>5OCkN*ygXaM8*SQe&_L`xvMyXaa!G&O$Bpzqh+QQJaeB2I4?COxJY!&P z3U(`L9Cnv(3lL$buw$D)SmX7w!QfEq)3W>)o`xhw>~wg?a){maSC{kaAQeduHkthM z?H{Z)QMCwut)BwSKee{}JQ^!IQ@&MWMY>8UVx$>+_TMLtZD*aGPUyMHZrJKUK^l@R zOQIZaMEQA?`R5kB@dk~WW?{8p+jV^SrRzWXM)lsm6S|e9rVRP>C*JGao&orI3X-*7 zUJe|Ov4s=va*>sN`MPF{WDNhW6F+pD;o0QWUG3WeFfm}h6V{I}#t0CTiyZr8QfQ5b zkDr>kto3swcRz!n4)`H~^a&mg4onVUuFT51tgN(kyS>ODz4CN^k4ZqK3Of}5Y&eR* zvm-5?B`l<{eSU6YE$hY8Sof zho7UqH%Z_nHRZql&v6%eKm^Abi z$lMeR+c)WLXp^5a{p6kl*V5bl7ys@$S2wUk+faDAg+e1*GBI9kMXx`bc+B(EZ)XH zI3O1qL6*%NuY?7?N;s>F9x?_Ik2N9yZY|V6NX#0K8Eyi>se)Kg{^w zm7#A9al@t|t^2BMWJ^=7C%%oA*z`2R!HUq)56 zzkj$e-616?6vwl_Ky6x?4F!G(PLe|vM zQ~f&g8b4u+E&>gG=o8&O??S7jR6k&padOSxHB6H_1zNoub2s|-&E3hVyre{;;1fV4 zgDwNWasflrbkV8PJD1URE-S?j=?~y00M>)w<&t(Sof{xANO`(?>p1$Ce&9&_p>JzT zaiNNCT(WolHKhAUXL3uB@>kujMnM)H9TkntjEuV@uECPQ7OK7v=WmGQm8?~T0<{uW zqfb+oFJy(?OiVxs1V>SP1{uL4-KHak|P> z%)YLz$8dIuL{vt;hkIWs6}%Fi_tuMQCs!TMh+HSi+lk>i{=hz4H|9ZJp{ma(jp&I+ z@Emr|-_5og2gh~uC&h(k9jl>@#ml;j1z9t4eNXhR*iS7!wJK9`jE12tZ^Pc-@s zt5?ER`7nR;-&R?^>)`5n9CSD=UR$j3^N4$a4}TG#fTLkyJck|jH^x=?h(IJPa)yQ- z+$667_x(k>YxEt$vSH*$KWccH=)IofzM$n0$q+oMo7|fgYBz$hQPfu%$XO41H$_g7 z{KVMj!cuP8jim1eLUZ^gat{|DV&74){2>TckK!^2TVr~S$2f4yUwLeCN)~N5DC_bQ z$G_=)ppBy}JiHy=PRvd_`MNLLr_fu|78mq(LITNzubiJQE1AE(hf;-)nAj=(5ldrD zvwSuAQRQ8bI(&Q8T^@yZ<+~c@lXu4Ny%=rYn+VyAbI`L8D?0TcbM;heQY?1tcT(!u7{lM>;=xOSu{a_WxkFYTdZmo$1=qlw5Fp zshwEb{Oea`UY?P$o12ZxYk6tcj2+;P>_N{4Gokt>SHB%_YlemvuG?V+us6Ekjzg|) z`f!3fFT8bi*ohC+^1y=$QdWKq<@6HfGT)5EEESx^Y@$C2M2V+^%`Skw)NU38Ij^>U zGh?JHq>4a?Yg+H#nYq62pIKY8laN@hE1LIxo~ol3%HN>_Kqp}S+xh3PsbJ3*z6kL% zgDrLyf4%`@gQ1~)3Lm%6fRryNh$;u}f*L3j%td9r14LOH;<1SWopZR zv#J04mQYQ`EA7M8P`mN&=8BvO97Ft6aN@IWa*wmiv7lUyaK5BrY#CpWjvVGL^vUt;pYMD=S}f zD06Z=lNh=8JYa8%eD!bY@u~{B*9KJ)F|i%rr_kQ|f#7ATG1o1M8x#+Y=lJ|)B|jl6 zRsRI(%Xo3shCj&m{FZg^D<^9!`(p!6nX}GGD#LOf=9Kg~Lve43_d5?N36_@ZV<`p# zXMd85Z2lzgk9`P1jg6@k7m)RnoTP*0{Y;Y>f-4;WdDg5ss#4+j* zucCqkBcpD)S#NDZUqQrhMEJx?*TJi=_`#GEA)l zUW@sz<1I`OiR$%!_kBa|MjHJ6c2$2$#ER%c|Hj2%=CM8QJ9d`qI)ur?uKm`D+~Pk2 zL_CKClEYGJogQ{i2O(TO7iXiZ8z()BY=e&(Rav?4M*G+mD3nh7 zr!g!OLn~F$) z&UY9bY{WMP;ZCD%h}90(=>7hk2gr}WsdjZ0MXyhq0fe}svynv!_{mC2qg9nwXyndk zg&P*IyMH|0-2q@QD(D{_`olwra?m)=NE~pAgop3jK40p{*!PXE{ljYFznz}+rPGbcmW-wj&zmE z!myXe4OJ&PFC6X9-hyP@I3<~vOvPsgU(YA&(z};@{ znDh|dzFEV7i9~58?ymY1jY-9_<%X4BHSk-}?y2aDP@s(3X7_9_=dnRgk(!a9Ot??4 z;c``87;Z;SJZi>@%>BOP<1P(~d2vH_UG{%vXI7WHHZVFQD1KZja^5wIa6d)O!BKml zzLhmkl0#uG=tU>A=h8 z4Qe)Qlt_dvf_p>_3Bm9PHx#N5bU(lBcXvt|Ua6p$qT<|W#MC*%HgCwhL3DYoFV0iL-s1(rp# zwXAmp9WLz0;C5>ZdTj?RuBV627sl7bb#2b3 z2KIdK7_as=BS#`17t#s`!&03cU|zFonDRN)VfOw*+g4DShQ1b$*Q5uGLvU%EUiPH~ zjhC-gO-*fH_S)ayAIO#f;1aN&)^pFM6R$D_d@Ky~ng!^}_h#(yKzNyUkQn%}Kt=1- z*V3V-qXPt-w6u)FV?$z&uw}E-^?qGYPtjF_k+roP*{{W4N{a%7Wx?tEdRI_e}$dMc^ClTi45!Ta++u))fft*Hfr_W-42CAfs+8_t9C z#-$9b90*=*hkG6UfKTIbvp);wjN0wKn_L(fxy`HWe6sp1P)%~jmi+zD09q#{$(hO-L(tyXXV2@Z@6p^TtX3OOX0>K1D5(Gscr5fWU2?`wy`vzPLlKYdr->KAP&X?>|2j|>RM z+uZpm)ZOD?LMG+$X&s$)?2a74k{V~Yg&2b!5r1zYOxn*r!a;@XT?gFJ5Aody=C-rf zY9g>}((;nrsZ8%TUnp5W`Z}I0oRBZy|2Cy~Iv~7xK8kpF@z`BZdtOmv%DPGXzXhmX zwN+Sj>WV2L6HbS9_}>v+&N@w9U7*oCIXndCerlfvc_xIb7Z!dUACq@2gXyeH3)P`# zV-!Ddi~6et2lw&tv`7R?yd6s2(`ZD0y$DS^vaGN_z7UM)2qvxGnw+%ITh&)^_Kto} zA&gn8=o9{GM^o8ycz} znw6|o&A&>0?Ces?l~-0?WwU-fEUX-a@;#zis&fc+`n}Fm*Fjk;F!i?%FxBfkuA-@u zRT}<(E-Hyka?gJ%&M#DTy8Hn45b@XwdU~2Yvy*&1>+?#BbI_&9`o8Gfs}Pfvwv}60 zSy?$d2d_3}es$F1UM39#-I$}p`F}2!kA=6^BaNBOI-h0{k{g0U>%7?*O#os zYatX!(}&p^ApolT|BszX$sJqm-u)TnVWeO4u$nvSEk!6Iel$+brW;^ zxW0ZQw1zY*)!TWkmy^Bn#6{!#QYC+;8aXX*OXcH!vSTaM{-T!~bNqY|sMXmDoBtEG zX>A}~t)tods?3wi_u@29NSI>jnM^qFL#R}MQciP=i1wsjcRn(gFLEE|x82p;e}9jk zNE7g%CMvC)4I;4vL1g~rsr>+<%-_=qxvupL=f=gH_e}29y}*|HgX@j|Zj%psu#9Wf z3kllh*_-fmKDAEV(5wZqo!82gM8A^*_I>+`qZaP8)`%{C1Zbg7OL}`zrB%wuP+t8C zUiv|ugOT8RMfY=QSMTheWB7;13Xd(H1H9)XF%n}GOj!N4kc2Gf3k;&-D6{BK3 zqP0Pbfv?weUoup$)e>Af^UsiitnY@L)9M2J5)RPKFsf!pQJ(Qq8P#@a|+`t()2tG-lu~q^2eqsisutOp?h05 z@-5fj8v(00V#xm+QWv0wjHIU@kdhv}V#YVa;^H?s&RS?|X?b^;HR?UG3XcICLb{#g z0MV*K;{f?QSzC(__>}*hu+%sH>S&KYnAnt^I!Wxbb@n!1`F;&_&7 zi<nXY!)v)(5!?q_X;1F1J3isn+o2IA-9wvUT;)6{DY|G2zQkDI1~ z7$S<`|Ga7Z*IvUV!AMU8-ss_ZXJr3)*-@z- zy5{J^zRSr^b|Pn(Pa)Bk?kFGaQd7wH@30m2_NYrW9&r|x6~wTe z?ky5BVdmeyB^nuRCVbL_sSWGVK{3%(TTIAIRQpi{8d4oC$|CauxaGO2<>YL=Nb-XN z(!!#m8w|IBk#tzM*yovw=HufPAfhOseGvE-pGo@TE5F!PR^$3@lOts8b<$&HIc-Uy z;x~)0g2wL3@=twCj}O=#4`rs=cUS0t$vw8a&Stq0VcskHsjtG-{QAt(U8O|sQpdd! zZRie#N7PdycWB_=FmcCsUGi^Q(>O)HsMxXp4P*ay+^Ex~ns>)PfOk!=8pCy{@fAoB zJD)R?NHLAAku4#ZhV>lG+5bdl;+sIU_^CHh-iJe|yF?%TONEanXc1w72p$Q^%n)a! z*@I+>dg8K-Q);F9H&O4pAB-bE)t{%^bVX6p=z#2m80GFc<}W|ZNvKKQVbbpTqKc|8 zd#AN3KSd-Bl6U3*@D~`c_})IkkSs)%MV06JrRz<}xBIZH&u~nsXLvDFlvOMO&BPke zVaaFQI6P?G5Nl6-P5T_>FQfDL$w4wg4+Q>b~@kM8wZ6WI=B;g!HrWcD5jN=@)-5#p6&24OpJUFFL z>XKSyAcf7?iJXMZr;pttJMX6yEu%6$#0y?ix5u>aU5-rI@?Qs22=t`fA7m@TGz>vY zi+_fHD)q7o`hz>tFi5HL7vMSpToyR2f8f-H$*PrLFDK!BfQXvfELa1wItfMg;lF=y z?@Ubh>gQYTH_oH4vr_khqoS;NUcVL-)xUyn$;+XyeE|;mubQ7(IC)X;7n54Fj14#k zpWE80ljDi-T_smwZoo!z`U{tF{%+gLO2y4;D;Y&H+Bq2!QNPk+-16=9H5qikRgYd1 zBeJcdl8T2`EIm{2i@K`zm#mZ@Xtw}l{u@Sov^@~t+hDm-L)f;_=9Zl(5=Wy26R?Z`Mh=el(?Zp|a7mYmYfdQ7M9L3iO#5Nx50o5esu>amJ+Ex?! z^~@|GBRc!FBX|Tna4QE!3sl5-{^W2{7&7~;jhpQdx&jMEJsLDqmq{cW`a%r2xeK~HZBve54D?o=G#x?8ol2zY}fJM*q_K=NKb)Z@6 z3@>1&ZI0>R8%N3x*)Cvq7hl3D#D}sn{(}Z9%9)+mh47;!bi*na3$`mhy7k8SX$}rk zW4DZ_`zi7Ihzu9YM})yv`^r8F^lEL{P0kJu{oPLJtZT@=!b31DQQZwFF-Tp}v(BoQ~-?a{voJl?`Qfy1}1>49mB( zj0>baX9*r@zcU5L#6cd3C13B9x4Zw9yj-`&`0l0pKFlWjTpg~@>M`@(*7l`Wu|lTt zLbS_cJm&t4TUb_h7cI-^d7^*viB^5aN_uvo=72Hy!TOR2$WtT5#N#6JnEc&j)CVy5 z{1HQ4ufFTs&fz@xiNiqu!7=znGhnsiaM2P?$@noy+4i3h5otPB8&itZ2<%yVPNMgX z;pScOI``lO3zJ*_6fF4ztI!*RAWnp2RM}*Pfibxqa8IsHb`pK;Mrmac&}TL`Gr&K= zeI*)PXgl^Uf+k%*s`;zIM0;K)HMr2i+jstDevX$q1L2E=ZkbAOl!|$LJ)^712YVu8 zt=umKIga&j&y~ar6>&FDc3da-;}+Bolh2KX-bXdj5#uYhvz8m&3Qi&@|^%C3nn!y;<5lWX z;05=nyNbt#OvN1K@cqIBbG!CTrk1{3i^A9sZ?PZr<=A3g+;%DkI&Y1}psSC))SbDk z4dAH;k2Zyt!7qzEd%)rZUW?*l8cIrlKWJ@h10qLD2L}shXM#(~H>QTS3K=wn?^#hn zzdO?}Nli+s1sY!ekvn$@j%f}7fn^8;Z+KXa-)DBF|9<9tQd8;1ucMj%-8%_A?UkwJ z0TJC=e$#iujUSL!7aI(bwDLI#3)g7A1DSDd4X*ds&xSiu2f&~(2>2^tWPK2+#&s9z zqS@N%{8RTsIXMXlkQWV3?95Jc-dtmS{W?=rVB+ru*pW46`UaHfqYah%`wA?v?K@MC z@ZeoFQHd^`)}x6;L%{%UfTXW z>8vgAK}W_Yg~Faz@6*4ZzyD?L;sTEEIqB%M%BH~tJO1Utrpmgp0zfK&p~&1^UTy3z z)y&|hwUq-ZHjWs+Cc$xmxMyAag%&twXNX}G_%wRWoeQVjPjo&UCuh0s>=o&{pLNx6 z>G8PVUO}XMtX(g2;Qw`92gL*iXCqY1Jij&Eh4}w$oMaN{{; zI@Rgkp?M8efr&AB4gGrw6rKHU?20p1TPXp71yxZkO?@g&o5*CL6xf|6j)$`tmx^y3 z`n@gLIFUT%^mOO3>$)y^T8u0@9$~t%3Cg44>suJlt0S)Lv0LMbIDcL2YXAKnG|$qu zfg;%)RVCga`a;JHStAk2t$agFFlm*9nqTGiU^>k zLrq98=cB<~o`0ew`c9|%UF?0A3*q$S9)bb)ga8@GD=35#TAt%Zl9&?V;JYW79-PXK z?lnmg&Qpu##fwmcVXN2hPJ)MT=|{30{#kQ<jWvf4TWls8|O}49wva+A(=@0kzU^^Y{R{F*I8=^q!9=L`Vn{cP5YST#; zh07P?qUu$8VYnvZ=oCt1bQsHf-QD)BW#z%8%lN`%Vrs7EOS@JWs{SO2{EuI+sS$i> zAn^L#iD0RdnYrBZ%L}8m$W!0g?PqSsRUozv+j&KKmVy85jH~4ZS3*tSHMz21cMa5x znTNI_FE7F}h^vNaB+S#=+Q|uDIz28Ty8T9_?{pg1;%w+-BHM#x9e&kL`!sj+xA%BJnPmYSL_Vg1-do4%PM zrXW&VV$yi-!gMcCa4^L9b7iVnjkI^2*p#=v-A6=>TEih>z$7?&1&_wTXz;PJ22Pz= z}-+>|tClqKv#^DBbT9kagTZ%eDg)d&^1>*V&-eKq5R7uozu znWtS|D!0LebgV0J@7ObOU%7o6%|dmUK&<0elTVt9SET-jlSWUHKU$C-Dr|o5q^B)C zK=#H~<{_rvoc7;x*9PRdH2+(r^j>j0bo~ zkvXj!l8SSZ)_Z)JdruKx&OO&Q(te72&mHp6B7x)~iR>oHr~W{8`!`RC|M?_F@P3Q> zvscBh4@AX@H%28 zv*%M|j)jV!Q#BK@b;u)yu2y{>&IVqdz}LWgTa7xp)7$oEy9Sr3qdXYtx||G zQxP-MuHB~MUN_W z{)#LP^1bK9Wp@Vrh@a!jn`I^<6LI9F#-#>OwC$O2DD1N4GK!<{Z<=3M|3zgH{-=wo z608GTIrv^DMc8pDUO!%6JHug3wBJ1{6OqqCxLf`Xu~lX<%0k$)mU_S`fm^9?j2)MC z^7T>_@?D7pbH8NFtJzIKA?jFqiqPo9omXGXXtk~2&gjTLB(f|>={b#v%Do#SHVdf7 zg2F9#Ba&g}ifFs>tXD*LA$}JxwV0>yXF$}1q#1`!!B6lN6YH$mYntAPi}L#F_ha)7 zz>%1e`ufHc>z~Xquh!+J)iJts|9$B>9M%JW$prs>HxgqS4zFX9$_v9}L}mg5f3GcN zWbnTwr)jRJfG@{vZk1bOEikAnm;I=}1jCGlg#oIXeFro)wuU=*#D<0jc=)HfIyR)= zpMKZ@22o87l~j6mYAghzBgD#DDDT%`>uN~O3W->n(UK+7(}L%TR#Tfc{kE^Z$#Dht zfA9Gc{k9+U7;#@$Sy>bo7BVt$)Ya!3n%P;|xYSfMlvNA=mlV*_QtJN2BS?4QXNxv# zO9gSHSpgktDKM9ZDgiDeIR(XPT>J1lq`;bn0Y>Tj58O6M8{Z}bnAzt8x99BfPYG$9- zbKW5B!ZCa6gsJCwsVvP0_cH{DSrRcS`&B9~HIt~r=72aB@ApkQ77i*~xLg<+QFg)r z@3Fx0_Do71Az7#2uptxnerobLuJpf7?J!&#&m8Mb`WKgyNV^VBj$Z|JC}U=B#7{Yi z=eWvO@371MP>Srwu6?MHEb)g&erS8)|yCk;d%s7PblphF@wt}XM!_M-s(t4Of zOZr+6t^@ktl0{~myVhYND2F^`MxeEYZmi>9_rP8-`R);e-tWJ1>dT$m@Qkh^zDO}l z@9?lC7`RAC+~?;fG&cu@qZJOZ6Jd;0YXsfJ(JZm^HhGywI8{UjayF?Y%}Ppr^pDa= zT>ui+^76><-@#jXDbj;Fm+-(pa4B}k?zA7Ar8EHIClSOcWQz}E8MKr)xUpP7&_2}q~A zp{c324eo%9I!AQ+v_L?gsotEICzTBOk&)0Z+QkxMURvF~oIz!*tE&r;{9y4XQa3tU z0UDDn_t8BqA7ai%pjtymyCmKNx+Q?UvvlQNRql}6QnFr}V_u72^w~AlriZ>X=D+KZ zy(&`O{+)zu{GcHJv~S6j#qZub(ZBS2re|Ob_Ykk#J`CeB67@W+0M1VWwlY9hro63H><2p`vdxFCb$qf+{tZca%+S~24m}o=e4BJW?~(1i zK$Xr-HCI#Fq@OfrNMA? zMoMWdf^e_1F(B^r>3+fPpP=#AH4X3@Lv+vn&9U&|z~k%bSUHUsOy#N>iB)>Eh<98r4Oa30f6cq;yod_y z?9kiEHSU~?p>P8Wi^9A-I;N_(R6Gn)>9cd=tO6WOChEIy{`7?A{tU2CsDq$38HP9a zm3Jp6b?<=B4bT&to9~$s({S;yfEVBwb0>6qK0RA41B_sQR8df*YjWAxQ5X<=@}%1i zwv-w-*=*-ukHll@FE@8^3U$scOr|E5w0hIAFesq=WM^gJ`8wDh5eh^e+njvYbFYA@ zpoiYAtto?IY6;MQ*!lRtmE+_pS6njk;|P#F9vzVGoQ=qc&=c3Mb_ZluylnK~=5SC7 zXeGxBvGR|3Wl)KE?5wp_Gp_>qM`D3QNkv6b+ag+9!TX>6)_=zsp)>3sKjtSTs)E2i zO&O}I+mDB#AqOcbDG?C^klS}vqu`XzJx<2e0@`Ene>>1e1@;XFdI@D^`~!1?s{K!` zO--C;u*koprYZ>vb!eb$0?y9XqSi+`{`W@1P|p|~`IQXMEY9NdadBo2-PE3+=gGP( zzL!&xB|>M(V3eZgeRS*_a$>Ttrt8`LCIjVPUDG6Y*7=1U#VPuNmzf?@4+4x8BLtQviaAEEh0K4bEOP#Oat!tN~HF#}`T(X$K@ zI+7TSUql36wES!QG}DVzk#7nFbb16bdX_Rp+b8m*J}7fZrhUl1z-< zubbUZw!HFhhg@o~YkBs**^dxJ&1v21|9Deuq*3&2#cbBQ$_8d;b|^^|-C|@FPveAj zY)zN7P5Nhp6)|-qdRR#$jVP6|p!UpCG{~R$c<3y+9W&s+OVUK6cVmW6U)6-(O#f$M zXm@lwq>>blxti-u#5)Uj`XpfaoUhV52+4}S*rjX#va4VT?<>wdjZC%NS zwJS$uzO$=>#pcxXrH^PY_)Z#x?8Xy(h6>jtrp(Og)mMJTdh1!+69X~av+7;s!GKir z@As!JAXZVNqhFAP3Ztu|mE+RR=o|$!w|XOlW9tdHhPSknw=?O*+EksuQbXX~{HwY}sPX3^QHSWe<8CULA6j zn)346ymm`NFAE==nkG{ij1*u`&`{xH=Qd=o3~Sz4d=HameAm{JUUI@dkBJonCK%{I z*|lfBaBwp4&2)QuniH6{DpdHxJaf#VQC&&9hLzTdmY`tO-G&vYJ(JaWvr>CkJ=FG@Yl9867!xg8Sz8CF3 zUEVr#{rK1e*dO1&ODaEJGe$2iB#kuACxB~+hllTI=dib${C)9yau0N^`f{<0rY40z zX9E&6DlJ8=*z{F7Czx4ZmzX&@3rEMMxAECI8VoYTFT&$fGn)^zg4#1m%)x6tFj+}Z zz*@)%51D;z`nKnxo#I1bHYTsbqn(h-ZuVFzbn7{4Yy~wQ**7hQ;-#ao(4R_7WRhJe0UX8|T!B~Nn zVIj4OF^lr7Cv=N%aR`aU(&W63E-3m?h!o~nczqKFi*=Ds2)k#7iC8>lPIx%jHE^DC z5GJPhT1s0)K$u)ny(ZVkvC8PlGd~ zu1KqfBeBP2BTW(0Z|?COZ( z;)>SoNkr;#N3VO8Gn^G|!1R3HtJW;kkR~Vh|Mp--FeNaJ!^6YxS*ALs6C#-f1g4;K zahaLvaT&Tl^p=*E`mNGijB3LI8y@TT$hK!0$Q``Ayx!=e@XN~$kMEsZYGBla&8G(Y zKjU=icxZB}dm4J-hDz~NH&QvwuenTUd0s+Y;}|q{+rTNY4%m9X%67Pr^m6!&)a-0# z=VfmnY+AKqu%D@Mc>Z_gwGa-EO`W`YIxz2mJT@w77!}nwvB2NLy9HEYAh1?h$$aec z*&w&0s3_TLM`F!s>TIxb%1eXO!xK3IO%87Z!nfcF>P&MwY1k-DIXOB|IjYxeZEZzI zM^8^rA7zgJ)8hX~l=+VN5ZJV=Y!74=6`3ZIF|lLNg1MWdS6NcHNM?b6ysXp$pk-C? zW)ptODUOV0ft74&mF3V7lmP!9>~ojJSsF@VVWL6l-jNVtp=ukh)=c$=X9oC>2sjf((10#lQU-A%4j`b$LdeHtgfXvM%{^jV&44KFY~RwOyJ5O$9y=PKm~oxZVNjC8-@ zfc7YM4ZE((YYcZ`^{zKqP(mZosvK6dEX2e*+K1jXwRw^ZmWGPpCMr`4Fewky@*apI z;H5re^IsW}U78BJGlYNVUJPhv7OJC>8d!WR5dT+Ed|H!lv)Q`S>c04;My_eU4`}}@ zj-(xq*7k%q6jIfznqOaFHS6G18`ZAfUePRp(fZ3GB_#!1P|7L&ZF9c>z8zI9 zt=W-FIJ5;Ng~5@(bXjQ`oBNs{@vr1&!dH@GD~e?d>P<~dCYF)8HhnLSA1IdOKmDOQ zIU>{4)mUCB_^$e|oTqf9fbx{P@JD=nM7NsSEU~IaZ3VE3uIEl1mM`7jet2YOW)9+5 zjjQuZEw4u5mV9DjBGuI5-Q4^f9zld+J4{=t97`7}as~mRPO#De6y#-qwm_zLx5isF zXfQD)JU>UPt*uXK_$PJ9;1Wp>p!Ja{5;itI;38B;hIj>yhlh)l z)a*HH_w(x(2P3z0`scP34@=9J!=s^DnZy`z^4Ac##_@m>kyosc0hj<6mIllG(;_5D z=lxO`z}CxmbQ4BO!jAdA6YI;I~XdMke zWB+me!=1~3E3~I_4h^B4_jy=I3oKcFQ7-&gjKB(i-viJ1Q(s|DA?6>m9{s}fRPIS{ zkak~H3L+%mp-?hb!+{CnDSbBjMofcG_w9_j_S!u7@jJrb8Kp<)Nv-GzC=oz_blOOD z4?G{pkHYs#;6U;~C4&ojurE7#`2=xXwEaAgXRn9d4^0_O-2oEi92^`BF83-pshOBMOG|&%)uA^7TO*v) zN9*00otd4i+ZAEDKm%(Fi(eHL?aj>}sDKnH@Oj6CkaLDh0*yh#zyq5qQ@$#4r>h0D z^8l+bKhFcMXTKE?93AO^w!47pEAbxKa1&&bwS%a{V%#*Z$dWf-< zOffNX-X}L__D!tLJQ7g~48WuCdE-zaK6EL4(e+q51LN`rb9$_@;?fJmgg zv~<#<0TB`L=_&A^T+Jaqk~Xdtut5|lCL`AmFm9G**juR`TaoK5jRQX~P@iUHP0Y-2 za&Z-nz(*H!v4i|lU7fSv<=`MK`Gk#JkQBuD^FzGherubNYweBdidw@oMWWZOJee3{ ze=iiaH6?BS1KyBK@dkO{t6Lj+Z{pLQlm&s$%_``Hf)sb@7b=}VJ&YFinsluXe^r-X zAStdyrRyUCl${@jDTRcxceZ#^A~UBhtG;>4wtxHzYFsJ@>*cM4C$7FS%nu zRE>mT4k*i?=k*j1dC&>PbbpYaYpuz(-BkM`=3NAFHL+lGE!(6YjXy%AfMGI=W^*o& zD+v~AXl)NDahGLH5>|*dmz?-Df-M9iz;RKuV)US3KJZQ83f{2+`^Tp4&2JYFP{y>htL;hF*4HCMPZ6paoBVTd4hF@lQ665`F9jTIFUt#H z?`+qKm8u86Bh4>gFlvz+roYUpeVy6e8~PmAfOtoBWUW(Hjy{NU`yA*DF=i8NR3JZ3 zEAc=^{vHwW$!1yJ`$hBoXpwdyqpfg<^DQ;@V*}ea9*d@uQXOq{A*&nHV2u_Dhz`4`u9-**8)Kzm9-3Z(?mNK=g%hh4^RWp-i4V-9MydKmJ!L{j zACwT^W1nWoq%X>W7y|iK+{(s5gCUF=q{8gXZDbtXpQ962Lh0+sduWles!>T8y>mRm zk}xAX2z4`Nf?PamfK$mK=z3(ygb#NaCCgQq7(Fb@9mKJMY6>ESsP_Sp3$5v?<84YB z5e0jZvBj%+!iyr4&hK}}zoCBGuVK7GN>Y!SGJ^^GU|yJ58cdynUfjo^Crj86c%6z- z{_%`Vq#u3TUwhEs*JtL~X5=!kAc4U~Ae5DlN>=#4hmN!$$y;_xbZA4wea&tMU@#GH0R;DoBnzwunf<}=D20SK%Mcks4-{*S7_{S1(+rj z6q(zu%0dZ~13zOTWVaU9&4)#Wvod0n{evV2U8l9H@qOoS36UDca6BpL$=+dnKF z0zOR{&{=tJ-&$!cZW=)VLGGm8wLLc%pb^l}rRR7BIJ8tXQ&WCqq^Ga03Wd`CLG5lj z9{PV2T)|2A8!?YOq!tHgF&gal@+KMObiTIbg{RQ);$aiV8@@jM{g%5(HzEAqqW-@ zd`smk+WL)wQs(~Qp-QJUDJ^Yba8SrNuhC-?-|<6Y+&(|hwDL@9!E3h5vsrcwrZ+-C9;I_kx3j;7vn~V z&Z-l(x)MW)6e1*>_gLnxB& zjYg->meSG3lm$;F$OCsBx)OQxqS#mgBCjed2UQEGO3NNhEYLC09c(szsSB~(y5vWX zmxLg7&8sfmg6bgxjjQw$R|Zs&kThlvhMf+1Z{EY9mQdF(|5wa)2LGUCYW~lk?Biqa z;6PHYrUl7PR!fP^N{o#~yoa~M#=rn9U0RM(w7h?#9KUy#4nKq1-#|ph;qxbQpp)0q z)<&pKMYvvw==vDS5M!Fj{msRtvZ$yEe0V8!(vwQ3O?JToGS6>G>idA2n#Lbi4Kfdk zXDBYj)_x8lnV44O;&I8)R7y|ML)XH>#UzPQO6^B%3ByeC_2qR1kt)}Rl~t9^Gz{JR zwD-ei%B9`v!4uwr&(Rb#ScVvB{x#JtWd9TXENy1f|wg1 z+0>Ak0egh5S&})5I%6#t=#nO<*uV+gM`}~)8b(s1D#%Ax#UV!pg$nzocneEXuz&jI zTv~F+b*G@DsF&_sw{J3!Cncw;>_cwRF8={>J(n)QbPB!z`mlboe@?QG#DET`gL+%NH)@rovoQh-=LUL?7fnqMU!;Slue;aPnE0w z{y%+8xiDwm%OiA^PI%QoU#h}uTzRtNP27zm{EZXxu!nboMPlrxqU=Rt9H#H#nR5IX zi6NficMgRn9{V|Rz3C6E99;vC%ojyS=XSmp;L~Y&x>wz#1YagrnX|2*JtzFv?5*P~ zzcD%_o#uJkl!cyw;j#%JGoV_;DpNSJc3ZS`lHkF`PPm9Y9IE-Vd* zo48b;B0{t%F1Vc|SsEgobBcarK|sup?ZgdidZ9>CA%Enp9WQ4aUrXr_ zztyU#v>s`nqch$OZ`VMM+8PlmLIK4Jm2=-y^Cdj6jC>H#U!5y0oYW0GC_J%in`xF`t&2dNFc< zv-1@=bacqu#)L)Zf5k<D@>Bvnc(!h zxjBStURqiPq0Zv6GGz79Zg)r9C1)PW>6!gf|G2=wUa&r4*8e7J&r6`8t`4#{APVqj zVh0ofVDt+T>&6L^Cr;g;&9Sj#fZgFg-By$HX9Tub?sO%Cffqt1_^y`fY8p0(mfq~2 zWW!7f&uTH$!cv=K1js?eF!=nkAjK!%;h9(zjNd6)T9$=`45YG|UV5~<#V9OM3GT-} zrw;u#u#kmmPcNZV|6_K1*cMWfciaax1&`r}!svC6eI0qSkrZAMJCZd53HhT<@Xsl1 z9A;^Pl<ekH$&A#97bU4-9B2%KY6fE5~SW~^xHhG*UyDS1g*+25fd zMH!j0iVEb|Sg{&Z$e}-0F7-05;Bb%A>ufN`2@Hg%qAH-JCDz}!?2M2L9sa~rmYtEp zR$ggO{up@ar&W8zmBn!$1ObG(v)c2aNO_%_j<(88mp?E9= zk)ElVG$r4@HstU3l`^Lvg{Qr-_6h5N8yVZolEGO-LjLaPjCf{0$lt9>QIQ|^X=>~7 zzs*WV2Wkv-nsZeCFKXe6>f7{*=7}XJ7(U9$jRJQ$_)Kf)>B0Lrpy(87PZuNIS5}z+ z=iQk|uDjeI?P1fI?6W=T?*a`)1t%esuq!y~N@QPKJkY=1E4h1YGt8{aDJW1N=JGM! zTJ*h_S9o_uNJ!}E;emvV44^_y*ZJcM3rv%(pRlFKNgyG}8Q2Cj%|>9mhT=K{NoQ@i zdq=Gt_x~g6t%IUq!+v2J1SAA0DMd=8yFmp-77$RnQ@XoBK%|uJ5LsA}?(S|_X;`|X zdx3@Te!la*=gjb@GYrn|eO=cthu|+&1ir_g!O?a}5L#pQkfXn+KU&2Zkh(`N(X=hB z+sNNhzr%nM2^w1`EJB9Q;OI*kFw6*8=|ca-e8xrrg;T4!q}!3)ggqHp_VgCU)d6zp z66>0nI=A|@veO}d0EZkuQ^i=+^{-jq3y za9HNEMZ4D*me!Zz{DPGzqV6=8KVZnJM8H&Mr*FUW^9pL18bW)v7>WvryxVFJH~i<= z%<8zv45w-W5%bOdl3USITMg$os%_tu$n`yk7 znhUg@p3Q^4e!cW2F=63(_)Jowwj-)}9f4xuI?!lnsdF|l!FTMP&A&7;F&}H|e`{oMe0-HOG*2`hau`|59(-fM=qJ-IkAlQ2 zmaLoRse@CPy+4(6nC{etph+D{X`rwDgq{ZXmc7l?f;J-f3?y3$Tz^ zR62v8`)=p{zt5vD78ahl6Y!TU7-?aq(p$r5j%EhIlhpKSZl++xd+K$JwlY-8~4->u#nHWW3o=zzDUO_GZ) zj559223r;P8x+y)V9MN<0FTg&PXJW@!O|eSBYW=NSD+RpufFwcNel1OQI=@(NOjGAVGKcyg`zu%ByyvMrP5Xynzx_|y|8t=CZ4HEf%U)5r zO#(BnOc#8-$p<64l#p)4qe{%y{HQrUhLEnS6KQQ}k>4lz z@RExQy#<8FRO`^af9tcgFhon`qPxB|HR91ulZ5^P(GZaFVtC(=jw0xVTHt&Mqu1tg7c08m@bek6}GM zNec@dd$#(1eoWyWYc*Z!)!H3O|4@mEH@LVEjDb`fX``e+e~$MCPTo5l z%BUJE$a~iq7)l9=weNShIsXe_q;IDNy5Owkc6P7!!!@i3Yys zp0KHe1Xn*ND?`J3u{zDUBtdKH5Me69YQcx1bGO04t1uY#MDC<&n*olQh_sZpfk9$c zQiLQ(+=(;MuB?y((NP*YnLkRN>@n!-Yp;E_B1dm4uZd$2Z!8xblgzj<@TW<+zTAk8 z5EPWz#BGPa54Z)v?;|546`<|m)@2=(N=Y#MP&_nn{*nXkKuMxy$Sy+VaHGubWcX!v?#zxiH+uPgUKkJ~Xwsvjq zv%tvkaISijFv!i{##YIt5qrVK1>6h=hlg)B5chYN48BL`G~iF^VdU+&1Wi!`i5%X| z{y-~>*%?A*=jZ45_AM?>WkbWao6lHG?IQg)KA-XK{|t=3Yydv)sU6qP&w&%r(UHXG z8`9*Kl1uMvWMt>NH+@d=uLEPR1KtsTsv(Co52s#lBo8zACGegb-fjrrV?a=vmz{8g z*Is${?Y5zz|2~q8B0OVnsF}9dH`Df3vK>xOie>-~96)IyxQx5Re-%LWbm}m-an#eh z*!Z`22kLZ=e*P)I;SF^L8wT$H06MwepptA`j}zIyYA+nJjlgrtmL(x{MMk>>889Z4 zgmwri`W6*kxPd60JK#+Nhf=R4IrlSAG$#VAF_J;2Hjk--4`_fAtw_mX?U!I&6Ouf5<_exTCR@5PK7Xq_ae)mXr zEIu7;AHZ#jRiV#&nbKa$C!fj`t7tDVYGS{I9a}kd?a!3b zVX4pSUVDpt!ElfSdK;c0RSRqSOWhyY-pN^M=AR--A<;m68^-(O&h)^-L5u);VXQEu zo#4!@-Z&e1wG|A*|xY316NxV=1BhxXqRCg*Q0PM=4ph@Nxd)Xs-vEMK#^ z^in<*CM{@c{W6nJ`rIB$v<0EtJ0KrO5xX5gzO%U5-@t-OArpJES0Jc!72gw^`?YvO zO1b|9Bk0rEI8|#svsS^o41#PEH~vPSyUlV=W0^(}*1ie;WjCS$U{5BdJkDV|V2c}y zqP253aB^b5+hd@i#nAXuOx=}zyxhC8@&g3OgX5@aA$Suy1?#t3rVH(*fG8Q(UW%|E ze!?Eeo7+@wiLb7X1}rhdLe!R)zMz0e&y170nzhTNaZeNZ;Po9P{#Pu#fxbQvWk63$ z3pfIR?@n%zoBgsWD%uSXlb;rKlVw2$Z+wDDU8oenrn#QQ1gp8crQ>8l_wq*w4wC?9So#!7I)i zNzn+{E{={IJv?xAfMn^_s~CF8Z{l^tzq$)zV@Fpy!&R~*kc|iwk-#@z%xut3HIgkI zaJ(u9_i%D*XDy?=jeLONgZ}$7y57RX1cobi|4$1Y9U2)bH<|X&7gxt?hb=euHZ~kb z6o0u4TWlR10f z=imUxBV@MJur;Q%6}9hhYyobr^^FZH0UC*~F=%kAzwBJeT>3BA*+FDv?ANb6!ot1p zK$o}7w$Uldgz}a;;(NC&v{85;)bU>(#SdoNG9(ra%frXGEO*TiLJD!&h<_$41R$H`OxdR z4W`aLPUKa7$?mVla~{f5?}XniuR37r$;J8Jn&rfp7n*cl;%c$#n8UZ5hZhNJ{`^pAiARdgh)Q!LjI#}HyfpH|NI?RSk}Uui zXhWsY*kD6@s6^CpzjhfLKq12)m(IvyRl~&5Q$*Zp3En+j%?nONegRs$4*1kvieT~c z!3c|;@bS5fBT@6s(4CBh$Cu(=Utk^^6V9X%I(dj6*UA3O_dx??Qf^-8-A-QYU2E&@ zzf!-|(iZP~+T#B;R}sH)Z+z#V_O2WTORcGi0S%f#LAm+)aw|-KT#*ZTb4%wQB831_ zfi)L5mgPKW=iR@)sSR>CKOc^dpInxb+g-1Q!6JHk!hZc)hr?ZEn6(V3`*)?*o~D&;{Sre{E=Lqp0O#ab-iu2T^(zThtH3T%&^oU9}` z9n{bCGg3K=%hr^T5-P?MVKF{$Nv$cItQK4Ye4B-Z(0kCen`eXrm$&B{iPI)Ni$$9O zX8QI<%h^Sri{>Pt<98y=2#J29?32d(G;W6+>nman# z+P*BKbCbG9j^+vScp4fq*x#KMNc-)T_qGihAxlcQqE5r5Z&w0tdjrlcFV{FWgDH;i zXk^U;>k|_nr*-=}k&=^>w{PG|U!niboosKHJwCbh3S$V6fuQVo&L@p_w}y*}MCa3e z#Ipfo_PceOw%E_I1(oN zqm8*N1)yd*ionT^BAh#OCR(XMJSB89hvJy2e&k|SCp!Qj*TXj~DLOH#J(XeokcTC= zV<|ePMyWbhH-47TmdbsglgZz&Wmj+Az<6F@{)Xv>*9~tm*~N+%+7lCx-qQkUHof6Y znPU#_O*0j(vl|vH7-}j{0TQ%TeP^-IX-29;{*-G2B#ap-w9rtoVOPAtw@S z>K~D3EOF8l$3|gT!}ww3hp|8n^3Fd z=X3u3!Ull;$7G@DLNuD2lon!QVxVOgJ+TddUQQJ`6u(dX_M>Yr#`O-5T7Gn&=@{zh zfCQD&!a^_>l@EqcQqFzpewlga$uUD_s09oVd0wh&=%>|5x z#8<5#Hp&_B*V`B0LxaNvAHH0>W<3S$>&b z9=rEj5HH*XwI9AVu@-v-kg+=N^B0U~{|xW19sEzzv$E*NK07;~{3~s}8+Py~lLq1a z!GJE+4a#r5>gJZokumyS5gv{^Q`68uLrcTJaNo`CKMq!y@^aE)lXJAWWrRb(%{-dB z00F$)o#~MbQ(}OQgib1q<=U_4U0wyK=a{ zZ~%cd`}_Mw>v3^$1=;@B-IRtyLqp)ojRE^JRm<%LH)cN!0U9LlcQso()IX!IVJ+r$ zOt)MJa&wo)#1JjK@t{H$NTaNTg=;~aGdfq@=@9=Yt+@N2`g(1&>bk4K`|Pt1|7$Gh zmG<3;HY8Q|5#{aFFDbw|b)I)14@6suVjwPkI56|%GF|40N5&t_p(R(btDk?1Ml;dW zLq5nDuiPawVQ>#Z=%8lSVd3q`=YD;G$OdH)OZvu(}VxqpLbx4ri>=mQSw|a zw}2(Uy6ptTBS`I!=)Vw`$t{51!qJ#{xc%oeRrXimwae)9;SJ`_ zt}ENOK89Y}#X{oJ9O{~SdO*_42WqOTs$?wMA|oR~X*F8Und|2F`T2PjauqEP|CVF^h|6qty#Jm9OJF@@ZltpxM#l9rAR6b{slhOTT5rMy6w(`x5w$_Q!B ze0?kF>2Lkebl2#@OJ_iZP6i2M(heEAxbgjX#JoBz4de#K=N`8IVUmGk>I^RNcCD{5 zsnvVKkXez0b%jQ|@6^;3y{%V=$+GIukV+UaBlHLR(btws7IECkOl zUGZJ2iH|>Q!%Uf>HCF@4{@2?D?QlcQ|LYBVb0Mbc9I`Ix_$DAAz)4j>$J#<(-ren! z-G9;B9gony_!d59dyyJEXjNHAx)Yx`Y{xjaH)QhGhkHjCc*M-jAM5Kcg2?-2_4oXX z)56~YwP^d2jjf})Z5Q=%rLio5E0MjZZ%k9GV03h}wz{U^x#dzzBG!zp&3;;DrXl~I z+~Bq$KfB7ylEgrws@aK&q?8oB?}miIOIipmep^D~=;Un<^usG!8d~ge0!**eKf)W4 znK-cFprH0u6F-pO|Mo4bSN*DX(BGn>uo2~+R;}#oYn(>d>knPNeVb#aS3dI`9fZd*(=plZVpxd_k z(?LOtbGXBZ2keH%FgMZAV$MvQn!cfYA1CAdra$kK)jxdFCeY~`4)2Gv2t7V*y_a%4 zp=`a9Gd6xIJ;@^^C>WH}dYXB-eeONr7K)N|+a))mfJpN5hXjyLPEOL%(G@zPuHC={ z9`)ViCn6$}+2a&F1GV;^j*dJuUc0aYM+ToS>1T(bDKu0E>+4v1`R!=7?QnE-^liWN z`d3sAiw$l^%d#It(Nfu-yn!4Mq{)Y{v$OZc(D|%Ju!5mqE2@sUZs>RZDT+*R{1tFk z^vAOX+^#XSf@4qsMCFq5oFnd0h*s3aJX!z^=hr8(%d#}moCK(NWZ`}IS=mNA_y_4c z)deB>z_?!;Zu-4P@?{^ZP7O+m^+x@z`nJO|e|{0mrP1<)=AkqCcBC& z=-^r!P#NxYtxTCmr~C@5-@p9CQ_XWJhkooO8t&NaWyTn5B@cap`X`K?YKFo99q>esk-WYfE(qfD|no zZrzw#SHN;U?*iItisYt+EHCOr{jdfFO?34jf$W>R4XImLd$8I_OX=`b;~4UqOGJtl zMo{S4g`kf}aj9OpRuVsk_(`qq?kp=V8SP>k?Pg1!2qQH9-xn)^Wx>@_F-B7!JsQNT zh>3dxuKXYe99UCqG3?vDdT-R4#@P}dH;FIruTBYUKF>KrLk z=i(9x{PltVzy7ejJ{rY?P62{oJe=5v#a1wFVTUee zmR}m0e`8}H-$?~G8lK&6_>`pBx(-W$JpZ%nIDl8i#hrvAAFs`Y8UGdGl`7&cVPrZ2 zNL_3OH?{ZDkYwvL{a-A>=Y(D2AeH%o9%ZOU)&;@Vni?%EFp z94TpO=r)SR3-n3Sf_CTzR)q8r)X5+>rate69Z{tWm`j6){+Eq%a&nB@cJv$bQ&SYn zJNx^Rf`Zt6*yLdP8#cN>l<-;Wi3Vfr)ZN`3s3PVoDusUQ*E?^pN+bK@RiqyL%GX*r zQ?cb%FD)(Y?dtOV@4P!bWh(2Qk-AzA0SoH1^v&#O-!Qdec;r@=4^bY#f#sO4KmyMV zSO?#GTNCn$ic+^q-RxD8S2g|lLr8`kkM+k2h6aJLm75oE6&_IMy7MUPP3ZyhbgO-* zwCM!DfnxAP^&YXE_k+0eLbn|rm!;DVx5Q{NZ5J`i1G6LoCK{>$*?)wdB6eYe`%U#? z?sRiATyJr|GiASa2;R~NxcxV6a%2FV0F3?c`6elrM$Qi72s|#idUsZN{9 z`EU?!q|y#&)Ho@C1|PGfijjmIM_qWtI#&{)vuV@2kkud>Q`62d#MJo&V^ue8d?w~M zvG`f#(d|f=OmYKtUM45$KHqJej?MMuhlXXq(cfzxHF_zeStB&9; zl+yPdic z5}Zr=u$-MBk2uQPDa(QQCi}zx`SNW%9h?eb3wTyhs&pPx`fqBp!O73q7&Jgsm6SXM zu@M4bQJh#@FK`3p($&_(wUXUUiN#0%p?rv|Y{K*KkzL?;)zF{_Q7+ruESSMj)q z!}m^32EfUsq(qm}kdsrGmuF*Tr9C5pFrTSVI#-TkAD2cEE~I2;mcmMKH4t_F;-c)$ zZw!|f7sF@!Ra*~wv%Py4=v>gLfLH(DdH(-tO{(N4_$Ti;cD=p*M$YSDSwmUQuT}@V zvEO*#TVP{Rhhn`sW(wZT21Ucgr8c0chL6|JGPPrqA}xLXof+fIt-hqF-s1;*FE}}|GyhIanGk+6G9Tjh_w=kP zEPF1=+1Oab&@@C=X!q6EOoI5l!L~%EeL!e)lY)c8nt#Ft|0MG5+n%YZs5((`aZMoq zO8o(B3&51uhil~f8NxZj#W-DR7;yeq^Zr!&o(!VI`!6jm?JJCcfS?`R26m>VryT^` zSD>C-Sx=AFkqYu~8z7#e5Zm&tfM-Fr6Z;2V^rJm7^0~R#2bc&!nTmux50$*UJQ1x3n)OIuADX&pYz&?F zMYMx2CPXQui|Ohdxs}ZdP&NQ7XZc@S@d!2-vOtvbBs~r?)KrQEcCTDQ{t<`5hQUJT zMP)aT@AedaDA5~p%N`={P$y;#vna{O-S7qrh_nt8wr&q)$w^8{+cLt4T+yaq zAHbcd?u3`90`posykJP;D@;KpT99~(2Q7*)0hm4jWP(ba6WuET*hX7xBJ^pkdJ1u1n z5~J!K1$cP+xP9R#DS3(69T&Ph)zZ{Yj9Rn|7M?%Z2cdRkC$f!(vT}aEx_dxnp7)jlPwN}&&eAb ztGc)hUR`04Xw6t4B4Dyc>AF3f8t#PMAg~{}tZ}a2THBF$53;XNAzJMtM7~P*A z9Dfcis}pD(OP2YA?PTkKX`1nDBmdLDtfYvDo{rj&xHwgf0pB7`4Z>IHP1AFFT7jle zOiav%jN6V^eujv^vMvgj*@YRM6hr$$hmj$;g@xH^xAxB&1;xSL zLx$DApGiOKdeobimXv@w6GT>7SqaF5z+L!r&h>!-Yd=4A@3fk_LR(+kxcRlxLFL(J zqjM!~8lM|m1Ip^^UP^IQm*Thy%bO!JENry6Mbl(Ti zgzsjmCEEmL3e9KV)vgHEY+tp4NidRr>C=_UY}8Bp zq=W?9L2v61O(5eM^acrOCL@4UGg^45tqs6fM~}JDzEbTGn*p_q>{~_~kk;k;(5P4B zxTdS8=WfqZ+UH`{@)$3tv99h4P!%eY=kSfeH3^0E=YWe|7!h~PXxlWu>Ko%USM zPd0cpy$X@{ocx~~?`b!iiy800^MGBM!_Uhv0*MG8{SsAtZ|!_{?iP9Cf-CzLILLzy zJqwQEWjKfwF>X<>Y5VUp2`_pk*O1Z!TI_O2u zmX%s0SvT%A$p=Mj%)Igynm6(~i#+$IKV;*wuFtq6&%F@hJk=f9*O@clYhgg>N%S{^ z;6#dS&xK`-3_{l!2_tTt)BTK=1*o`7DvK)2khV2G2mNzKouu!4n#L@+(Z zM=~;(hS&~GsQF32O#EW?ar($0Rwrz8dz&id0MHJI#*6lST?H%HtWvby z)@3Fd%?(`rLU#6P<+h#XDN#+8&>kW_2TBq^{QH%xQEM<(~E+y#u9r-HB(b{aQDi| z4R>87Jfo)AKaAN;ii!{V%gzp)nTmPE9?GbhK$Vjbi!wF_Er$qpCno%h_2~Y3X4tAmteDuX+Qu136`` z9PTz9+I}52Um5_uFAHN{{>_`HsHo-Hxw$z^Tq0l8Kf~IZ8k`HDMNn2&4o+t9S|=rO zvbX2j9U30S#=-GldxCIub;T-ha5~)aK=@tOZ)M#~2cV{tk|=z;iGmXXPU5rCwt(Qk z@4zMpH!)z9Ec@v45_cp7K};uh)bFsy(b<&!VMqu{f8(%v~vJ?wpE|Pau^-HpHP1%7&WFF=}4%rWc*l1 zz3IWlx13?-G)$)D5?~$X1BLAS(VWBREL?~C({OOUyaCZczg#e|H3(iG07@aZW$TEe zM*$KImf-d@e#V2s97UO(l;t9}98(_WucNb!C1FHIM(?c+YuPmCjXorT-8zt6=w0b# z&LQ4?WSb+86i%2Mqlz{0NUjV&8jT16$Lkuzd+3Ez#H(Z1xlXupZo)}A|9Lm?$N(3> zuvN5pHA|~EzNw$XRt@wP`yPSU^yM$6_S$)mTA5I+&$1hH zu~<#N>O}z*&zamX21p3pI~(Ie!2d`C5{V5zLWT5W7Ogjwx&?%5-RD`?4(*K2Z*N~& zTB<~}NN@`BbMP0`K<&YnCcD8xG&f*0Eso6F;ZQFqDGd>^u-pV>LBD~Rq$GjJ?Ck8r z1e_x4>iRb8W%{dEsiQWn$A_Md9Dk=8RUI%rmqyj!bob^5!s6rkCMK%@xVpBc-Xpjs zNeM}f`R0uS1sEVDIk~xo#WegQcj=IEW?MP{dCJQl9ND^SlqhR5stFysUnkkZ6LsLg zn==tN5Oub9apC@*PBSu+o;t9EItpy_*Q?GsfJyIPUM4|yo^&S*#jNEynVD5pREU8E zxTtd4NDD!S=DYR5B%Mt18srW24@_)sJT_W?nLk})rc(wYDCQ=xDSBQ-$0(1P9M~Ya zr)VFJKt}&gRT;fLXTCl@HqIL_t81%B%F7%WNCV4kcn{pB&Xr3t59=a% z{h2R=ZYFin$Kyh{{|h9}mN&24OuNSHhaE3}=b^4!gCU5ovp7^nElc-gBpLA;$ZtYy%~?yS)X6rLBXt&IrpX-t*Zt#ylAu zuJk%)-v^fkLq9G+eMSY)DF4*M16a&=JEg@NE;CV11s88x>xD0{W(;RkP)j=qU&k1_ z+c&fG%B{zfF026$LZ|r!rK|p>15aBX;pU?h8c9i~ZA|(rKktBB-J7)~u?o!@m0^qI zvh1{25piODBkLruERYQu@G%%+psgh^|A4pLexYAi&E1 zQa~3+mU5LTM%MUD@tt}Y=`TmuDm**%LA_s)hq+3VITlgefi&FsCDwOh{4De$aaSWP zDYX~f84~`>nJx~#M+e8*nc^4d*9W^KEq>|y{G&VmmsZgZ>?t~`XQ4 zk%~o%gGGaY#^`J&GhHMzy@bj)7KHh*hWqq_pSmdN=X-bW4%f9thqjyR6^we%9;pNj z#j?b8_BeQI_vV6rO0+h>(EuQqT6^&DtwG{_IIEep_2$xI)?C_k#$HoK#w{R^8a*1E z;VDVEnJLsoisHlQiXlZ-P|qcGiF>-z-5@>?AM<^e4K)0 zc!;SfQAxo;evjhm_a%lluXInSe}`@aZzO`~ChW7bso|-GjNnL0wHeqfFmlbxZA@F& z&HH(0MoeidyN^}+4gh0``U0nFz^ykcF(SNYpPfVx+%q-(LtvH>J z`QpXxCv5|f-!9(X2b;t5si~rJa@~@Wk`>J}&SwM4$yslQnY+zXsb|geH(tMHiX@1v z;G9>x=Pv~jJ1FJdzfrrtukY@RtJ)A-H#yVvg)WKM>)huTL7#OAh2O;G`k?L z(AdmTKU3~x_SzDAA>~*ExJ9o?XUFRacsc#WVU1U^y$e- zTQ{g~jE|3}a%DWNwwXTS(rL$TS*mxz{eIWanmq<}OTh@t$j-jsDaZ~EmE8bN?lCM6 zu46TA?Fdbot`Cn5xeZ$YQX;{_Bh!fa9}xH7ZZ(EAnx|TI0!||AnHbHZ2>fxU?_&qAJyZ9%gp`N_C` z$~mOc$rFCQ`aPmNohIG85CW*)MMOOTaMk(yNVD|9b%f`kqryTMu~o%u#2; zWqP*8tqa@H(oTS}PgUw|(t2~PzstcDH&DsZA!qwvGoWE2B-%3IPAk1=5i967Xdkxk zB3?_2x?L4m#@wy$3kRSMA_8(V;X?(fjx@oWM2DidJ_nJK-OdTj89`{n7jGC4mH$Kz zD%t)qZ4atAIei|j?@A&25EZ3xJb$9~@Zo5dQGsiw*QsUQUAIrbEtnY>rylos5?!Wn zw(k@ujFI?G%2$`FE+%IWe1q4}4l&dxpRQF=rjtw69O|EuqvTrOwM~B@#t{0_! zY#ifRmsN0Z zz9yN0H!O&8RH`_-uk5(JI@{AD4TLF5jjDS;bm{;w+E86o2|ldZYRyYr)(-)nRE)iPn?Y| zcba)w*$afb{d+@0a$+SiCuSa)an)ExCL{hamI1 z{k&RVOVsSKxqVYW)SOOo4vhzViQUwwM8T>4W`RbRKgYM9Y~OxL#B_W$dnnLchPJA$ zf6&6OraR^?d2?|dH4^rxWbXDN?RF~dmg3HHGkXyc5n1H%KZ3Zi03=qF|O8;Y9t z0@YD5kUxEDp#<0&-)=&&^S$apt;4XyClU1XxLb6sj$D03#UlO8#csK2t_+pcD#4yu zep7BGC1qi_@Wwj%QD+&&mjsOfmloqV$92fzu1RkU5S>m<3I4J))71DoJjCTJUf%jt z40da;>#*C~4Qs_zH?(&{F(VdA^d32hq489mkkG*-gR{NG_$im&TCCLMXcz55tS@sW5_|ql0Fw8D6!;1d( zxM%4yC2;zp)n|1XeCh()d~+ObZ_kbmvo@BtYE}H$t}=JlndTam?B6<4WX>>4=Ik!} zT)lraTT-XNn4>OXjS8uJS$1pbkPW1K@e>3K?Tus7QYW7wGf&wFH>{qBxcDlfa-{=q z;M~Xqedq&!48D*Enc%i(2fw7sIk0A`9SRP!QpT8WOc7#9R|n}gOVUouA+<#Jw?pHG zSz;Zx9caQ@n6LbG^`7_8T3#40kKWe1(oou~*;~g1Z5{C(OMRJ0IIjA8NZ@o>MvTlf zM%N2)Jh+tDnm=Sa%Z!qVj*CqCVo7INj`jJY6s%65T*$CGr+KCeUL}4vjCuIL!0H1} z3h67TNYmwF^Kn65XY2vt%oF-5hP?-av{B-f+}H3WeOC5|bM0STZpcP@UF9_0ts{!bIt4@G%hjf9t(bPfouN` z%J*KoDA>TJ;Az_;R$A!Y7B>iB#EhY#H??k@FvFZZQfj7IBIzM8JI-x$ZgYY7aTGs1OE(z}Rg zRPG6*k0y}Bc}<77x#-6{q@DNR65IP8V%K(ImozF>fNCxfXg&P`4Te1iYnGg9%Rz@< zg$;Sdx7g6`#Gc(4?z``xx2DA4TJECTaLfN9eTZ9XNc{dE23P1-z$f23O=i7sGnx(e z#ywlD4JXGcYW(+VQ)<)9*b-tk9&Q`Cu1fdI&oVYo&54&0Yi$`}VgJDP1u9AM^QYUK z0&T{MZgo!*@u(XD9}f}hY7_q%9O^4BY6K<>kj+=erJEw*|A5Q%>BG5`lb_4s`QJCd zuHob1BjXOpOU8c-8699N0S^nvBnR9^0TimKxzU-c$>171NPPL5);=d1+eD$|skfJr zQ5h6^H_;8E8RF7*|9wwbhi7DfH)#Ggiqq<$v$gckhhD_aKolu+wTeBqJ$!upU@4Qi zVgfKYAmKpXTWE%YB0W8wlI7QeS|@68c&K$@JTWbei0W{+VQ_Tf=l;qi5cJLf$CFVK z2m8*$b73fp<%S04FYQ@N%PsrGrpzB%@#*S35)uOq7t8n&5_D^=V2QP>ZH$Xob4g{_ zF$@1u%r(Sq;s|7Zr>FRbi~mxy4X;Wet)JYrE~vVn=W(ZKR=N;0`(e(CBC$iwoBcvg z2@?1-;<7jqR{zk|3s5ao5I>ajr^W8MYefVe)F9rt8g2Z9=jLh<1IPK;!T!^SgjW5Q zSJ0YjEcM<)BFPLYH(z4KmadC02eFb~UnlWZAH4hW0h$U1-ulkHbB(#R-4Sxm?UF)y6V-91PAy%AZ!7M;nFAG6IWFN7wE=<+b?UOWtg@d#KQ(^WUwXl@qs37sRYy zqtxG0r(?oojK_0vgZ_G^)C3Kx$-l%VWCl=lvnlex|MDg}HY(S_8TLJ z-YMfQf0?u$KJ+op<_{IKC*PfvZidm}1uwQPY2H3dkCc0Z&17Qf_YosR zd(c#umwZPuW^F-Tg=FF2@WT)F$o_^WYGk?5YFD(uKWgQ7$o>#p{eKpWtPVBpVlLSu z2ZvjN`tsE&%hvk16JzTU2K>{zyq9Y#a`pGB8J7&qdhbu~RA&9!!E2D+y>p*+Ka0CV z9l+J{X|es0?&QTs4SvgAhq!|6m5=)Wj!2|OM)(BmZEat0aB#D+4UCLni+$3ZuBur& zIAqAkO50HWxZ?w8wNFNE^|STuLAg(qhOx1`CG_ggMl!R&v7;UN#@*&*%lJXKW4|0b zVsuJQ@4+rsfS_=#UZX~8Vq$tmg8NqvG)MjVL_4W0EUp(-jlRPBkH9^Jx-`GFM+-q&DtNr=?)R$%T zh0VqB4DByD8FK&tv%5R@(&FbMqZ5$EmUgzcgG-c>6pCIJUr?gYfxD*p>62-oSwx>k z=)*(BCJ<}U`Q8eaDzlj`tm~C`0vT3*{e&))jk7)}^~d6ZZzOK5G)Xz*lR3d}w7puf zgt5~fg?|;82L<2U;CdQx3-t08{)NMVkzL~>9Q1skGy@-uWxtnfX09w5MmK zZLVx@ymp>mXJEXj{R=xuyp~$M;GV;B_c@Q7(xPw}Y?}TtLHR|jqgtutl}9u5=)*nT zMv=vC-Bo7zqi2Dl4roEt8gHA+V>^jFzvxYTd9hB5HO>?6aJ7<&?h}l1566Dq^Mzjd ztI1h8$NGmr%Zx^slz9D|km%NA-H&g^(32L}!;m*bUCnMHD?{U5E^R6#t53q00zw!R zhHm3-<7s1L3WV$V(-vaZkC;y$`ECTGWtwyny$-sutH#zpZHR;g=76l+0aNcBin~?EMhfv9QOLy zGUj=cUzFE#>JRZ88E?uSkJHY67z?_cCb|7qx)KzTd-uQ?-RI~TJ(CItHV-D6d80SA z&7{4}!DInhp-P_3=g`7bA@g{rLb;Fcu)YyYe2E$UDTq%`JEGSU%>BgT*UOFP3F(oL za@I{VNLM-dPw`{s4Kg@3QfXs?D(#IhjkkyMTz~m{tQyrA;!B3nq;-8sl8q&y;1hk! zaU~{(Ma-X=BP96#wZcDQfdxHf1`>=NN%&3gYs?EB z-7EW9+v780a!4^aC)mE7%;4|)8<AUBP5s}cNl6|lp$8S1`u)e%ZS9Ku{F9)a35k?T<}zUC zDBk_t$}cL~eJNGirwldl_rxu+T|51)M_Um%zhEgQiJACM8;AbjmXs|FdGcz`}_wpijtEsMSzXNMcv*c@n(*UMh-EAV77GU4q{VU)a z&ivTWz`ntWgS%CvHOI`=7Ne@A;hE{K5WBkJO<@x|>>8kY0UHjxPIq$BzQsnn_wL9S zDLR+9+%)!@6}8obcyV3bp|szK#qs&R;Y;;l7cQx4pyt`d@GwR@& zkm?}b7ppk5>l<%Y6Ro)1@AMhrQ;_Iw<@?RNzEJs3NtRmgFvgn+z2cveFBq%Q_);>+ z{Cbxo0qYz(#MQ648QFKo4&9Zkmv6E5yDe?6NI$xf1dh(j>At>(#6Y6}osX zcZ(4@Chp4FXHyHL7PU4X%Y++-)ExFB#9F{!9yBujuZiVw4#RUErx1i; z477WXxeM1Cn;o^31$KSS@f*V(U1LdTpC&;p$}TyzOF7l`m>w_OeZXuMsmUH^0M|FB zw2JH&S-8LRDi7}dn;KGat_-9dFBh+I&Q)Gv{9fnVeIB?>CTWlllh^QPax8DQl_)r$ zQ^B?Zp1%n+M(XKcuN%G*UeUo1Z0QgNCJ%c26NMvp#Ksos!;3HGXnjA>Z#q%hDZ*F0 zLbq(#;Ws|rNY6Jn4R3MZnY>0licsKHc$Uw*;-jtdnphz^B$p8Pg1%jIJ1~po70q5|vLWXZVHoc%m4q1NwqQ44$CA-PDC_wNK+}b4ih0YfB9j zjKRj*{QTpnRFd&jwj8A|w;4;Xz`MkzaMOOQ&_9(U0j0LU$ZR9x3KRVKiWv81|2VPB zvtADA(}h;l&poC13knu6R2+d3k$Ne8y=Q8W^beqC^p&I5b{T54*p7cXQ{j0-@M=_b2*Qk+vWJBv(96GM}lHv4!ngVJAzD(?s) z9(7o>&dQ(#ewSC7d3l{6Yz91=^=_4>CMFj9iaBa`9D?W*rN!ocvb_aROP?E@K@Mv! zR{iGbMR95AT9$bN$J*k{-M4a9t=tV4s@>5E4GzkCmkk@_NcOX<(d@WbUeApEJN2Z} zFqk2ly7-J17M5pM4;Ee211a*yt~^5lhFDhu>x@TOSXH_dSNH;qDF%bZbr5)BBz*2eN0I}vEwhmoRQjCY(?efAyH z@4qTNow`|5eob_==69?>Wa9tmxZG`EOv!{+mSdB4!7a}Ed#R)0o^H-7??*I`u5({} zleZY{%1-Kjkp0whdx;7M4#!I9Jr(yO`~QeKr|`PMu3g7g<2Go}*tQ!djcwbu)u^%6 z*j}-1+qTW_`Tf}cS#p+jU0HL!?--yeL29oi&(KMla+Ik8{yJfTp}W87JoPN9am z10XRgpiH0)6#9u_B@HP3_42@K5ObcTU`Z0TFz{hXg0?Am#h|3VDXz0sQN80Xowplx z&HyvYucI(xL4k;+Zb@sfIGBY|+*C*zmZo1;z4v$zh|OY5t0LM7ei`D4TRo4 zc#X)azHIJN9!DLL$ahU;XKlh`9ukD`5W@l|1hDy3B=^}N8=UL{7u3>(B{$R><>OL) zSh%zh&7Wuew+$(2lm6I)akmlh)qDIa0gBNx{I<6YBKA3Fu4pQ?qy;Y(`WgB8F-E>H zZ)BcrSB_2y4`?B;;rS3hYLU_uBL3;7>+~7cEnE5DBF1lglm8kuQtEl- z8PD;))H**oDVYFX_QS(}T9OZXmfz^v7s%L_$aeHjRAlIv0Mxs47jY@*wElEn?+C}+ zxw5j=%0@K#+AB$|>rvJjr_x9;05P~(@8yk%4Q=}Q`FVO;-pdQeyp^cy2TelZGtiZ@ zv+Z2i65wQEp_!V`OivL?>=PMR7;_Um@*h=zM4e3zr4fi~We(JeBiMKlJgik&!QMM5 zP0P;y3=J)cy01XQp$B&dNOvCUx3i=e@&coza#}TNA^qA`vmX!TB0;2$Y!63Mdcs)% zVGaW$AuG!b5N|WHtVpT=aFqr(_YN&J)yip{qSM*i^YQnI!?p3JETwL_0usO1(^+&a z4|Vm_@87-&i2##~620ZrccQhbS@5}IU}X0MC>-s)yeI^ITgmd%WuR$IW^MCfVI|=( z=)!0N1hs3Unq&*W7Aify-no$-9}ftJIXM|+v_91iTIQ05;O$fiHla6cXj5LJ5O4l^o8s4N;E zmcqis7mZ5~uRsrlzS@beZN0$aWlI9^a=*(0+yAA1&4kiCXIjd@)KRe$p=is}EK4brPm!YA zQRV&Hj;H(jBcQ|!kUUT&b5p_0qZ0eRy4>dH{}OsU7v`gYAHTuQE}-|1A5KVZmNw7Y zG>or_oN1WGKI73641aQtcEkwzeIerA-zMzcT`cd^Gd;7Wih{ix57vGxR`I3`M>mY z@}1xssE`^naqNIfa`v|&Juh>65s*clM5zC2TRvl&nc{MM9O`8nhs>G`9P4po^b z9Xm9&LMZERUU99U3aiNR&y&=e{L~!q%^O1c9eR`=`bQ!3Bm1bp?aHE=0(h~U?XU!l!$QZ*hM3?qO*nTamHx zKkEU?(LL&N>+cVo5psWDYFmLY=fuxr0db7vTa- zJFQK6vYBOoWk}Q_Dj{_Lm4?<&KuO>Rvg62a zJau(-d~3)>E!9n!k~Dwgld#qslD5PN^#+dXIoyyk0)zf|wJ(kADY@CP8Lau`{LwYm zwGI`;{KU@W$iix0+jyH4PU^Pn^6%&Et0**KI6N0V&Y(`tm!aLXcH%4eq$eSk@074) zltk4ssd^+ENKYw>)Xvz<>|>dgb_nQru2J5{1?<6uqsCIui&eAiK zQtN$c5@d6WoqqcNpq~dw6Y;~CQ~9Qrfx*pDnPtWzxM<6wpXPt9+joHju~-6Uh{8D& zR~@w7gU>TEmxMI9us%C0>fe6*a32Lwa+^u!>vKZ3p2 z>vpkSIBN`7*57})!huuQk@N1oZ~Xn}Zxc*!@Z$b60Tr6&9>qtsdO{V0wBO29Ot%D! zx|dLs9!1)PK-@rIk%MMFR|dTq2>$VGh(aa9Hhl^{q3FF^F3%;asXe`-`;^Zhi~@}R z&-T6`lZk@B(KyV{&||9d&>{TFqIJ!J4hW+S9NpGW_CSb?F_Y-AJS)(@FM^oDJJ%WH z#PW|Elt>T|doyoVFb-j@C_G!m@J^(4*YwN&?~wd#poTbB-d$5TurP4Y_%c|QJmr^> z^wxD(F2Gvor_QcA{dU$XU#HyrN6<7@@XVuA%(mZ?6jUU0gsGj8kL4vlddKn+t<48ZNsqPGbF;Dv^Q;?OgoKb0%lkci5^v1Po*hHq1JcA`;Pn|=jrmuu28_4Mqn?b6 z3u_UNAWdCY(|7sjSuz1O4t7{*s1p#MV97IkI6r5VW9N5jYh-z_G!+$H7#<$h(?}!E z7$(PU1CHpG7Z;RRtVuY!meu9co-kPlX?aKQ5jI^iR)H%JC9T z{}q+Lejk|kGkK&Q{U>rjV`!OhA%&7m-kJS(SU+}IU$VW+t0LANr}%I=i~j~97Oe~o zDIPIar|klr=MqW^ENl5vbBdD?9sfihL*JH!Y1(aO21_H|tA#5J_Vp6n4a&hxuX#(? zaRI(lf)Ld^wG)9}!F8fEdA*_l9^Q$-lVVy{h)Dosp_X2oR<_#>q$7^Lz;%Ygg7IQp z|8R%xjo@TrekO7#%mr4>)2ylC>3^DkHgg7Zu0kzqy|i#$-n&5N2uJhHg4uE9ihb0e zGv)gm3G+RVBzOsryh&F3Z}a}lvqd2$V$;TW$QK4*hQABh%MR(be*dkjln+sepzEl; zhq5Z1rSDqivGL2Gf#hnKymGjl1~=2vXv%#E!sb{q6V8N*k+rN}P1hHy*Y(BSN|8KxO*!w~wKgmWX=i$WLt* zXJ(1b-1Z!8c(9opc)`6VuB2`t86`%BU2Lm**>d1N1ViexOWSn-^f^ z30MG9H8s?7)g2^nO&zQ$tJDH&<&BNVu>ckcIKn!JVYiAQOQB|nVNADlesX)prNub` zqrIjV>aEdelu0BcBztk!%V@muf%joaVSba7k0h0Cfoon44hBBHy~_q(wJ;d4!hsq7sy5y%(o~!U zAGO>cp?`w${rZLcg=%1CzE)*j1ZJK?^bmnj>Nnz0u2GE-jxH?^%ZiH^R9ToAo?q^x z?H*xW(L_9u!q%#JmrP~bbIDOY@w332@tc?0`!%qxX0kUSs7s+}5WAu{J5ZGqHp8xqA;%Zt!*})M4E@WsJUT`D@jZN$edNfY{2>fvTxt`;%e~Y>X`Nu;hMyH*Zd?h zClxWHNt85Z$$%2>-`H<>`=K8ZPPMVq3yxkdSP2x_Gw+WHmRp{}Iz99Ma~1W|FrnDF z&1#D(Nx=aoO;i7*eJ8*FE)%GPab(Z~$6lNA;8^wqSJk4`{oClAq`Eh>2>>B1D=JFPNm3P-+$0ne z&OF1;^R9QQR;H@9 zy1q9LMOrId&;SdqNlPnu`KqBSF`#tpQ+qQ}S;_AtV|X4_&VLBCJ~nDdKJlN}OPOP$ z&5EVfUj~O-_(unXCs&BCAuRz>KZ(K_?Uw9;!2RzTvT718#Q+#Vm{!-CTSzI+)n}Ha zY^UZ7r{-b$;a=sx#YY8I2IU2Y7P(i3c6i$dgctCWBxX5YGJnjp!`%YMzofyz->is0 z@RJ=eYykRCtplIV0@MxS8%JoC%X@o-IL<4;EsSvc8~J91?peJQURiXT$^k(fmblwe zz)jFfm=d)gYaXrYtCSa*dw|8v&)rE^o(sB<%87QmC_em(kAd+#{DF;E|7rIgD%vXt z@=H<@(k^N>BB*6(mR*{!$*G7@FeDfnFSXAG3b+G=33JI_77^f2bw3=D-cg0^!L#y+ z%LYnr0wQy)5%_C?} zR}B_N6~H13*3*k=E{lj`tb1C`C`}cdL5-uzHQeYU03n2qNI3{4R$MW`3*fxLmbxu3 zD^U{ULmtP+WXk@EsOeeLIW4%urp-eRYwH{)6B zYHB*XD2_(s(P3cB@iupq16*+)8Z&cqbB18(pgk|d zKET_3Rk2{@ax?4cSWzLqc(sbXdVtYkEGIA%K=8T2dR(F;_KQfC{65TO!2}EC(S+5^ zcuB>R1TZe+D#*T=0pNWd+WFpJUnTh_+mrND;YdvFaRTKy#L{;NyJ^DEaHnTRadP%K zLqDD8HhYH_$Hx}OwTub2El~pz_t=J@+y|jOD1yOWd@zDuM*Dtsb>w||x!o>+-D7?e z=Bp*JLc}Tg12xfdgJz;kU-xLHZiW}m!;1+%{Y@kirulK-v|sK%IXEK)Eu%uVVeEJo zz6Rge<`SAz9k*po>zVn@h*|w5lJ-L|-MXclDVVe@r?9j*Ee@8})aLL)pTPesKy1c} z6jlh5D2k_{n;Aauo>6IK?jBslQXdti#ggj;^%eb<1$!ksEQws=li<5odrUyQqWzHS z*wgDvrOEli?Ka`n@7^Zr!5IeJ2J~g1?C+LR$5QI(?l?ElS|Z{Q*2oa z#;UBP{XTvKW6IJm?4yTza#ry_O#xAliV(=v+lSwicU@G&FHP^KQ&ns~7F2XPiBs~U z&=cW{%_W@@7bq5z{ZzAV&w4XssWr>mmeaJIe_{^7{Vnu!KKc|J>S62X$StS?(j$r4 z$x3=|M&|ZNKP87$#{A7i!8RF6!$6wV(<@ql$VsiL!1s2<%sZBmXWhfqHT&RDQyZua zQqhz*dvgI`Bx$0dkr4+eNjjbt%Lr&xiIwErTIql&rJK4xSeadQQpO#F7H$A);9c`! z0C5DM2EM!?jue_C@$o@MN}re5|FRzoE-1H(w3@w3zp6iNjj6Z+?65;Z)xh|gmYTZ7 zt0{wU+xBAwz?=QC6B8r998T%6TV z@$LZ?mBvyv7A-Aqa*E>b+B)jVh4y~Agv6ZRagHqv3=A9$){;`yl5SP`+u+fMYU01*F(3l_W6MkPE$!$*Z_T{4k_^Ot=VJP6 z5DW)TfP&_`7`Lm?`qzonFT0nxrwEBPh<`WwQ5HX&yNe6q!$**FT$A~c63>HdD&8L+ z_>`4J@tT&~TSugHWQ{G(4-CIkyCPxmgo^NHl6Len@n1S@+SWc}_AikV3O{vh82S8o zj(W6@#*DD{Gyy-lz1)bTAqIbRvurNWeS_(_=F)%_ zwBPA%KroQT&*kDbHjgu`A!weojp=TsyvNzN|59HFSyWHpmD&+L2~j1q;{62-Ga_w! zGV_gieKik-T`0L|Q_R!Q$cKYQ$xazAxPjvd#B%3YbM3I(Rt!wcwrw#;QAPONjQAqb z@?xVsz+NX+5E`0p58`HJatUo)9Z4BQ0*qfg1D$udM0?>b(TXKdryCIQoGIbU4GI4e z@}gEsXd5eGZWO!-CR12#uSU@Lf8z}}x|~5{XwpGHf@^@=Ze)4@G2XJW#CLznFGN)T zmXG2XK;^83b5&=9yUCi23>XfM^=9-~pmJ|A~{6lQ7}YB~!B_VAI^;$yV9ij0xEUdhDKseUNsK#OAi$ zv>q9w=~j1kcFrRWlmY^Dz+C`nF9G()z(|cvxeoe*v`}}z)&v4&=P;;Bg_Qzw9D~*F z=Z_B&XUi7+j0%oMeT+J;${z)VMP_E0g$4UXCfKY^jlX`$x^2NI0s7pf-guxm^n-1l zY+=c#&#(*YAg98cP39x>bF4b8yqqTk&x=Q$i6VcvcW84S!yBsKz7E-VrUivZXl{}@ z9R?}@7JmBL!jzJI#;u3K)=?F?f%R!_#&xZ;54_=X7RCvS%uC6~El##3!3M5>1?3zP zABI|t89cc45`x_^qE`(SCl}+NWK=cSsl3@CKI*PRucAOjIp5q--1zXc3g+leq{=S{ z|9Ja(7m(4U5}tEUFYGEePcRssB&=KtrCc!_!*!=LX8&9ofiUtlI6;tNRwbmU>L+bl zOI}+*Rb+PZ@ccBg4!Lo%0UI1Ee$7=cxQ2X0{&%gA?t~cj05B&S76$#4#NGsBRNUsYZ=ULDFUwl6y{hz&d6y)IuunJP4@vzmo`bb=lC*1?lgzyXFU>>U zs<=erH1d_G{WG(2{f#7f3PEM&F)%Sq6*@H;A|?G)5ITbto(Ok=LkjR62S5DFM8cQp zmy`0z5EW{WA*@%`pM@m(Y;Yh6)SQgq&k{pof#dz^a^LDtL$jR;wAtCE_5MEjEfqDy zLv*|oN!lo%i;C_t@EG<_L4{)@lT-Mew#uvW(Zf7hFze&d_cv=$bKTcrhSYOR|5X5S zH^FVIJ~-y6l*lb@1sB6?g=V!kC(3x!vT`lKZI0y>HB;Z zvF{FMx~pS*s%yI6i5PxQQ(GOLkeC`k{}@2iddt9VJ+X{*Zot2H$+EYJ@XaG_*Qx6& zr0O5a4ru9$wDGT({Zm+5eTp)J$bjqj&tk()pzx#eAGSQr|CSBAbUrCq*nA*v2E`}@ z#b^`MElquW4RmxMr|ldar9dxFU(|n0Y2U8pI84-qMaKYN7d2(&07*b01k~B=)|*$h zwopmV&Mvw(mlJ^`YL1@shv(gX|NQ&=`|a&+3Ri!K5orH!KXj3<*599dG}d-5URr8G zLL+85dawI)h$-}XBO`R?=H?JjH$*nXF`g=79!~)ZF{M{-#&*<}ce7FIdRarr1 zi16x3Hr6;K$ukFlBo@%G(Tr#SccTYIDKSZvm+Rr-jx|UiBP{z*L;-l$Bd45kDbc*o z|Gs5Qt`08E@%?o*kRqFyL=cVqgFSQjT&ANU8u#mpqd4`lJc18Cdga$|U@^S3T*y0f z5>qRJ;>P_Spl(V$X#o}^JHgi?x^zk<+le> zZJQEj&CCSTcr;g?2>gM4Kn`5VR|Igm3dl^s+-@x`Y<8I+2ZBf@Cx}vw`){rzsAHDf zNeTA0hQ8{sx6m1$nyFIVHRB1#%?Sb+mxJD0JZW!Qm@oz};}^?m8r?Fmf(g)if{ZuJ z(->A(zgZW~ksq{6#vYkroH3YU>k-vbYhpm?EKE;gPOhq*p!HBwu}g9oLp0Ve96(@W z-n8J#GI!6oFbFoz-j`aILzfzRd*!v3^ms=xCSVXk`#lXrF~bUz{hB<)=wv=fq;I_p#|I!MYU} zHIDtcFHDNiRJr6MXrkLFm0NX<4`Q359tK{yCtp`5O$X7f5ZTpTRcS9$k&9X*VEaeM zF-G&@m2E4I{#Mg5GlB7YX{33aowb^mt(BLrnp>^n9dl>=)jNj6)3(JoLRAt$RU%af z^Hbf7QSC%|mS(zETs8fd|NX1)KMR8QMqlZjV%7h?AG9C%K`4!hEVjP&WF1UGahH+cPKGSyApKR+`~itUflo9^!s8z29?x|9muFQ&o|vPOCQ? z6&D>B*#%HTDJ#ScP)k)dODyi=}M3P7@?5N$(ECvki5D$YjY}RxR4t-@uQ{wXs#nJ75eg4NvY@d@|O16 zCTAh=QgM05fNQ;BT3&o+YJfm_SI3;3iq{P8S|QVJJ>E^Es7WlbZ@z76z5QEm8m(JM zZA?LH*Oe!pDHx zp)OSGUqmrmaxq)%ZBiQSTwU?g}^J#m_?MCYjUVeP(dx13NJk>qiM&42>40fj7Fz~cm&hf2d zdipXLhpoHZi!xO=x!d}3A8K;nnAO0B-@u9=g>-$iZ8Cs#Jb)9oep6lwo^hAl4nOY7 zM;8Zb4GKV!IW;i-F*EDjUm?F~P+A00;mSJi#3nBOj3%gZYy><5ONNR{8q@j*14|7G z&T4HUFHrr=uRn?#J3kr@n=s%0cZg{BQfy}FA@zC-o2<@%4DBkR>gMJqD@$kog-BaN z!RN~Ms`s7QraC#F&H{!0b`2rMh&oXg@m_LfyRR?5$*u|LerN-STsF4Kf_=@ki>jHp zh>Qsvpr$XGqJ;M?9l*!EoS2T?j?*`@gPkwA z>e|i#RsG)H*)}&%0F6fo^50g~^_r%m(e@Vu2n16(UCZmbmqhqUyEG<0&=*~21iqcY}uWzs+@20n0Ma`t{dBw#P92__cs>;gp z-<$%(JY1`jA|j|9b2(U9XXP?W)s`-bv0Eb*n!TEUuRke}f&-ZGaj2-H&(A*r)h`fH z=dPolTj(>5>*8W(pP9BN&_*Q;vw8CjQ;eVc{d<&~=W6upP5?2+<(QT(sKu+Sz2b4V zutC7j@pCt6?1CWcV(H4{y@mE87Fdak0X3n~CB07cBH!JwS!UUDK0XOaMMaUNam6ih z#iaplwN=YMzdsYzGTxw@hbW*wRed|Wz|7z$3L9lGUi2iNKtlWMSgvO{edQNBSB_sJI#$tuY) zGGm6?GqlGx*7o;KZ>&#G%&PbHEY8g?53SA*t@f`CE{}~$7@8a#SWwn7->`GsGEX}w zsW~p!jaaU!S|Pi{rPVgocD4n8>Z^+23M>l3$fsr9=;&a{$i^lzWH{{VmTNaumHI}O zyEhUmeQPv~bN4EW>3X#Th4itD==5p>Qpe~Jmv0Mku@C7wu6uk;#UPoAa`-!J&trIu zbyL6Xl~?Ztf7VU*Vy1en599u15m8@&bg6?k?K{c{iKPp3kY_ai_Os%zVSf3Uq4j>i z*GL4}=w*`lyck3nxC$H7D9OvJ;=PJe)8aDY{K_3DMfO=YHKoQa(1hU_cKyW~or;Q$ z%W@8+SkG8yb+Uei3tN^mQ^j!>yyuXr=KXa_-Nk2#Q$9$e1ae3WS1^=?)M+T zo~WG40YnEd)u27w4NJg~0Ytf|Xen)4766CXFJlU|AXc5!Ki{MYMX8!tS`2Y;zOn-E zQZ^2blw{qpk&&qpdg~H9+mbF7Rn3IV#N-5}Y45$o@o`$Sz6Dr_+V9~bzCdf028^T0eA{*tj>Vr z10_8@K+*${6gamD`GJ5B36KMrnf|SP2Z&nwjYxMR1*q41y}cwQybKHi6cp8fc*U^h z`y*UF@G*cZw*O*%UESH~sYlE`nMMUa2IK8SMw9=7sAwUOVs$hVsjlL)TbMeDtRy-<9>-*g^1ruD$DbE7^?RffHvxLq}(Z9)mDk^)Qhyq>-XQ%{Dv|*Dav}) zK&a`3drYloUUSP&^R3jZQO{#STU4~5`plr@$RL+=alv_U&XH*z3o=pAIEprk3=E1C zSjhj5Daua{?En=8fs*r+i}Ght{ISAE6qP1~^p<4hmPB+WJo>~UkMvmGZ(+IRJ_Vl+ z)S^`qZIJH4$&sXmv;y^JSJ&qjXV*4o!wQ?~wjn|dv-KFX5HCYPP>Wy2+S0zZW_N(dAvaqv!pwzb(B26&Y5+3gxVeez3ZQ3jR7UTw)? zF0sYXv7K#B2Vz!)X~Zsb)pY3Ms**{=c+4Q>+XI%DhY51z1*PYNL?%?V`oI@@X^|vc z1~k)2OvtR%(R0#IQC?T+yDgnWQ1u(LLaOr{@o(4abVf*cByxl3oH~QBA6%yYlG@Fz z$m>}fAHy)Q+Otf%9q0_|bD8ge6F9Fg%ujF3F82-2j}1n_voMQ^FD*#mMAu)sv(HY|)nnDOZ8<2V3Xj{{gmyb_Q z_o#1a?6~+P>(ZB$cz=HWUW7-NpPxVr|1x_U?@aOdTH?O*eSz6uC%-})Ad;%6Eac}K z36n509|A@aBO@bCO-%!XF9PmXs;W0WMY?;+V{1B==FKQY^puqGS>&Ki9NOhF0EZ^` zcVn$-O{l-zQEU5#WVN!SWO8);?D!ZWsG4P%+v#Qj2JJ&#RMZ66C#bvY>!V#q&TdVy zi<_AoTzi^+*Y(vfb0XgUj%qaAJ9$ZYL5N7*(A%nJvdH2tDm*G!S}H0$Y-~Ki&Pc8_`Sr1bxBC(qC zc+2uu$dGyC)Ij0<@ZKvMrxHt_0M<;ks2N#Ww+ zb)28KlUsdcZM|;_^SR6KAbnZYxNigQa?@T^l%M{M5JsPwpP9qpQ=W!Jj{K08c4aoI z1MWe6PM`HK#cgo`JeixOoXcj_^zQV`l%dP8*(0)$nn)q?;DmV*h$`AQu^N8LV~C(m zHvtdC)^q}EXzoEaG+pr_4Y?_-oNwP^sHxedq*N`bK{Ykmpz>^xy4D=PeexZ{W-e-} zi>E`wQn#r%Gc|>y@u8N7Ke{*mtU1NOsrARZ*`KJ5z%?kb#c}) zP(xY8W`>gAAv$CGr&4F$T5qaId0bmuRe5J}eRdJXw*!bEFR+~G2i_>>4dk9)P5M_& zTsRILy4v)*y~F5ah7RNR(effK(5ksb1l#=2R4^WphLCdN#r%S3nI(!=lUCrEuX z*Y{_W{3Z5OyR}eo$5~U&2-f*?m86TrB|J{5+8q2 zG+~Ozo@%{jnqNddJ8i$xJaT%V7UlOI-$PRkQ9jXh@v{WnuF{=jxu?3eqNRonnJ|L+X`|5xW1|MM(SJ7A_8Ys)YZ7%}V9{SxS? z09+$7($fBVIy=K-YA&ap_b!bqj2i3t06GCZw2o(VXHBSZ zww^Mf>FKQ%6+mP$KKn8t-q3aM9$1e6P^}QzOVqcvrP?lM4>Oa-CcE6`b_kiQL~pha z!=9vnI?fMn(BpDh>*`LWV*fQ&uzHb71*Qs?zE4ySz=6TrC!w+KcS3q=WLbJbT|9wJ z(t;w+iACGVS@W4?n}tP7SvgO@o9lVa257=_2xU9!;_-qVPnQGoXFI6J_)N7sF~6=3 z?$1N7^dM2lRV`_ai=O+4`IssVvTQes{%-};KM7nUCJLR0gO}Ui=&d1{H;z8dUCZL) zvT@N0`gD%)1#})<`ngwUSN+4%)AcEb2u9i0k}8r^Y#JMWz5*9;QdDf4$&U=vc1`SR zMC>_dMb%o^D?xwZR&FqF)KV0g=e|K&{+0gWzTxiZkY`Koz}4yCvh=;=i^u9t+ne1n zF^2YG!_^s|?tBo;p8TtaS(Z_~CBx-?-huBOKVQ$s_u#`I>DXKIT4I|Mrz;#R}FHLa;M z4$4$P38b_e^!M*B7%wK2tVr0!S|!M)zMnz@gTtlaXK3qWqR~2V_E7&`a2|EYx`01J zV1sOCgN*ad(}#dVxvKo6BAO{W*D$Ch>kF`1p8>&((7Dp$7-hi{(Gj# zW>Kmv<{S$d#Mw>Lu-VxsCb>e$k)(ppSg7YS0T8GGxNzNio^f>riKj`>K&&pS_b2qn z_mAc4BsEzM8<3)6s1$vADpFYt?ipPMU6ZxJr`0$mF#o^w$IjTnFb ze>Xtm^CZpF#Ygu{g>f68`l2zmw^F}5If`DUf3OO4F#-`ql(YN$^Y-=Lk-JxP&eXulImXM%mx7C^R4U; zNS?hzd8boc{&YT~+3wkySbBmA^Y0WbXG0<-_1=$?rv8zU9&o%Aepl0xv#97)*YPS9 z12Uzz4@uR5rEFby1+PHo(d#hGlcB@3(<9@4D;zT{Y1{wl#PsQ1V?D5}I>18L>M)7hBu=`d{_Abi0C-)RxoQX2c(-r|zM z<_=ru6GlMYpTG--mwMG(Z_30pZ&rO~nNJs2Ru+VAud-qr7Qaz6!48~19`kXKvb}U+ zb^g=2(ir)rGN3E65yvIyqO-gkR7BIT(K+EdX1YA&IHqcaiwqaL)ME&c4V$c+Hk(I~ zBsx73LT*uDvB<p+_k{t86^{wZU(^x6rc6*Pg~|8+Ji;=<-FZykpY8@_zhPw9%m&b4E2fkZ5ZpL z#(EIBX&xKQ{W-~)S{U$Cjm|&X0 zc+s@d@mzO;>T7;|e&?C`&d_fBehRawVPYa~f+dawzPVA;^Zu{|zU@j~_K0@xcBi_A zqYI&Q=JQ0AWhapLaY2FU(e*!RODkYddfEuv5e=Ado-Q}6Y(M|4cwKFS>S(*VPC4ir z`|*D&qKit>mG;Rr0Y4=bPGWR$aju!PX;dOgpg^ z6+`2K4g3PugWru04r3fYeEqbE$jc9rD=hbP@BGB$gYfZuz3KCm?Um=5<2A|W=4@&T z+$Ai{zyV*1y8Q zzay$M0sd|VzMWg_C8}RD@Cx0w>?}OzH!T1Mvvy&XA`ECI>Z3m1Yhx=y8Sb@8DT7J- z2fD6~%c-+xi!jiS_44tpW?@cdeB%w zQMGN#C{)_B9s1YP4wwOB3EA?l0rrQyIR*9}w$RX=jO_f0cD;H9V1NX0?D{*#^h6f?p^^{rFzlb1dKV$B;9f*AvR0Mn5^<2HM}i2nNBDX8?a>Y zaq8=hEf%M2O`wRYPua1ztuIXbR#0B{Hafsfw6A6nb-8qU)~V~ZV^!?~Km772&CvOAD}B`|e1q}O z!*nXbFIj5`xi6R5>9RXNp~SEbQ{Vo2n!=#{Y{}=~>>JHn_(+pt*`?{VQ{HVepLaNa zaf-oFE(aDDzINa15zmDX+o_F8_9>5kqVx3dx>_AX1~@?71U>XwyD@8Oiw+;k%FYT4 zQ-1$uP*!H2pI-+c(hp7you9WfcAc+yHG}?J~W09&b*q#0_ds@yvAH@6OYjav3sxF;ut}J+KlrH9bx!qh5Lm^x5QZcq6c% zVKgw;1=}x{s{W{(P-=wB_HO&tc0S?(7AF+#x)i(*L9`UaEl|V8r_vb0Y zn4@iGlN}m&y;*w{c7%Km1pZU$X*0U4*!hXL-zoIG-|kzQeg!n%mkNv4g06nHo-Kukno9C{Iq3)OTQ(7e2-K(L7r!QXY%e$fx7z}rl zlasr-t=N57JKWg2t-1qQunI*2a!lHTVZ~FES@T z=6^tW*aA4AFQ}qfurM$kx^}Np-M)q{Ci#`JmL%{^N4RfhOb@pB{AYUePEK?A3#TT` zAq%Tr|BtSB46ZENqJ`sh&`Edfq|@oxHaoU$+eQZ++qTUUvt!$~ZGZdTTlH1Fs`vh% zI(3r0_FQAkIp!E3=!#9iI>Gy{q@}IR)!aO==@_dk1~0r~`FdrgXr6Ovj$C1g1-_-R zwAR|iMcT(BP(;Bq&i8Ll`@`Kj*Zn*9u{9d<9OE#Gs zh~`ju=WAAbMb>$pQRQ!&AFNhY))rXA!IaB){z2 zCf9*VCjVsZg`%0+Y+rY1b-B*x~qqcm0&j^LTK~WUG|js;un&J~T~b zocMKcc9u)d!S{inOUL~VK21v)$1{Nb@|bH-cAZ1V5y4~Ujt1=p{>Pnb*Bzz0`}{oD+*omPGL564?Bv06_1PCWva3opl{>!}mDwIj&}V-fE17fYu+;wI z(SLm^Z2UDioR)yHWRea-WmnWMd>Yz}n!yTPoz7R@HFK=C-R^J>p-Db6pUeh5S(oRx z@5_uI_kXKQ3^Em5rzEAYGk?1oBgX3b80m*wWb7&GG}J2>jC9ST{6*a4PTR5U@SOD~ zQ^}tj$BDU6rx->@>L5V>dHx^}Un*3pG~As5pEztpfCB_=>wxRjLanSt9uJ+UF{50+ zz8f0mdvp+}S+KeS&Eo0(Nuwi@om8q2jwUzSJ{gi0Zd3cX^O0jMTwF);{egktxCN7c zXGS2p4x+^GG{c+3>4dOZVuz@!m8`+7TwL29AK=V#rAlpLQJ^n4M-G+X1OkJUi6%Za z=9ZRZ)~rSYQ!g*U{OK9xCB>dC3{%;Kp0l9S>a~RRVe`q|DS0!<{FT7)AB0eh|f)C(Zl8G7~$5V8MYaA zP17BM6wS~e86S@#pXfcpGiVZX;V_vsK}n~Y+voKN?x?bCm#r*non7PWh)?EmZQ82x zJX_8nW)ohcD`6=k*Q;%FgSJq;2QTO*#OI4kY((X^QA#>CJa0e4Z1VbPFaF>qbBa z57+Tvc=Qz47x>jb68nY??{aR~uTD)yWrFWa!5vyZ;jBv@}Wq4j!D$=#v zpY?s+;xj90&)Yt_wgk&?Jlx1*=)DA^mycJ~8OSEFdnrubbl+Y}XVGJz*BF=nW}|!` zIZ}peY@Cb`ZgG1%iJ3T;2q|A)O<3Im&dce3Fmdc?o5A~dFpRmu?t?Pt4r(t0?-QkT zIn(H`Jx!cvi^}xEFHmuR!_lkR8|t44lLYHE1fw-rIyFuN%nN7_{Ej8Ql=y4Pucj$B zb&r;OmK(WWChKy^-a%;ldvCuj(rP`ulvn%Q7bb5A2vL?-B`RxCa5>zI?MpjB5xCw# zm3i0SuygKH5~ynF=xX?UABW{uQG}&Mbbjau(5UC@U20RAWp_UtRkZftVeQH4px-k~ z-IVaeIfEi`5pT?Gwwo0hzH`Psu+VTizO~=_E-2s2MvS5c1hH}7YpCO|Q zy8kDo+BR8LenUN7=kpHcrq6X^(`5S{%nK4EoKR~{!-pMER<2`5MfJkcGz+@QY^UtA zD8EGqC2b$?V?8I^$@$#j_#n9dBKiCJ?9b^%KwCyf-mhw=dNRE~Se0O~rL5H>M)WS| zBi%GoZiAMj!=dGN{rvV4;O-0yV15Ab@Mc`4q`@o=gt*dSN1{eV*KW+Mq~`CS2iE&O`m+=AT)%gVLno#!sn6x>AUB+h|uEBKlt;S-yX>)WJ&!W+hM&WxAl%N zsn;EsEMcA1(2B^7>M&_AGhMvEW$~=Gm#=ryN+-wj1)jW9NzDgT5yyZ1J;#0?bR!{m z!mLJEDLx(RW!i#o{O zi`EW_Ln&-5MoSIRLj9Bq1Bp6GYHyR}zB^|wxP$JSeinv9v!%U%Wb#bmK|*~ zfBB7*7-LXEh85cn`MQE}<#O{g+;J3GpNBu8${n5yPtvAyG(qG^GKua zKw`_2M+dCgwM%5Ux2)9J?!xK1Ui(!$-}>o%o+WkPMkMLF!pnB*7{N@I_jhK3;_565 z(HBRi0z|8Y?0q@WlIAfJ=5n{`mE89e%M2IGW!Fe_<}f!(INn9>hZoDEHjOf6Uf#*a zJmax5D45u#v~`3lwEgwvH2%aeI{O?K&Xk@0N?Z(!(gJ4zzK`jNTTAPY?-{Z%n(9HK zmXU5Een-!`f*RnKC{U%?*Qo%&o{G4F=Q2(a;(7BgZ1bpWp~=rAe!3ANj8{=x>R1iQ zl5q1ng?f?+xP`z~p{Jn2$R$haPl-zzrSn4(9?OcZ)BR-)muzB32qPcWQH?simoKUw{7=Pj2Qt00O3C%iG=*|=n;_7o@& ziAtogenj1e?>zFzdChuPu7ZYW4NOz zpl;+%oI`a`C5T=0p>o|7Cio;G{)(^7E(_vIzIoO=;W^*$M-PaF1ne4mdw-fZCJW|5 zfXqQ2;r%dmE}WUX*?f`aS_3sucAh>y1j*p#&YW>4BeG4b6D`DCu~f#)pHwbm+$*tm zUe3nr7T9Li096N4STK?;dkL42MDq}(cGUwf2P4)v=Kh$Ns1(i&8HE8}h?SN27^{e# z08dMlNbt~x1zWyER)~qXRWZFSN}rMDUp;r>k~pPz-o{9qrutcl?Y?t%<}YGxX8nD& zB0vW@0`-uAv4y~TeeEhuD$}9Gz|D>P+m(HjV!aU~i<~!*s#9JrN~`*CcV}(m@sIh6 zz#0w;0*IwAi5oXD4P9J@u4-XjTwK$L+%P)>OW$41 za6M>Z-4=zLsC@Xp1~2=8(dH8=QH~;lWporzKT>Y~^{+gmnF^0G-n@;}bd| zg;qR>v~|z?5V6dLeD|oT-#oq z$1Wo2Pdd88&EC1<6I4`Yv$Fdc3@t5nDJ&9Z(p*xKZUwi;J$s}JsmG0q^tf{zOZeY! zn<6Y_QM>9S@l2GuQs8AZdk#MG@7oY4%UP-+g53usrOv|h%359kY&pP$8Tg0ONB!%* z1{tif=8SRcJDNItWitenp~%k&k#F}B^6Dc_!SEKLl1+ESS!yl?xpgO$A#oEZ?cxX6 z6W@6}A1WP9H$7r2Jbcng1KT2l(2{EtM==q?<&}iwmlJm!>|T^-D2y@1#T?~nc*7;= zk`i&+7(&dKeacpf>Z6%le~+kqxSRCvZ#Z z52$_?eTdoVb8`JFBP_MAS7BuQ%3vqfex-bcQkmc?VEA$b&>c|wjQ{GpYxno(dwTTs z>cmKFY;2S%=ieK93WX0JRQ@`UkJ{rKh8()YYo~*k(a_{k3|i6Gw1Mmg1YD#UE&5;6 zxz zuQsjf@_B&MBdw4BHT%~T+3poRi$aBCCr+k^vIEi9`hd*LZ=7PqOjDV4m44kAO|g$l zOMgZ370H$KtT$v#+vkZ|#st?cBu5!bCCVA1qB(YI-BeAhMJfq#aC%hV61QXxEwoPU z#!3=eAAKA?w*!(oH+X7&L^yEC1yx z0I@ur4kJNJ!kogHKba-QS7%FT_?HOY9+pDf)=ny)eZi?vg`k8=35Xs6 z1LSk;wA3wq4PeN^((uC~tIxuq0zimCzDGWdI~Wx!yy+$Z4HwxNbZS4o?SI?cTvHHL zU{)o_GGr_oyE&{!D-Je~ z7gwfGXX4uO#m`62h)?^dqs60c=C6G*5Lo^-<;0sA;qSo5@M0+bmF&Urdy2+40jTGi zII*rag^ciD9jBU6J^ec4Im%oniqY!x`Q9(NgXO}8O%_2FE8oL?+{{;6@Rwv57mecf zg^>6XyN+i`vtf%SEF3J__MCPu629{*=u~5Fu`*m7o!6c?kwn(ZEKZwWq-Ui8{!L38 z8#0FslGDGQ5JHOQj|K-w1A44&Om`9O4m4jGdRFyR&;YEyo=zZ{-JxC3?AoMGy14WL zo2;rTlp~W>?9mnXjAXx3oMD}f3#3}&Wwy9{N zxQs)y2>tz+w%P;^4n+$Ou(2e}VS2LU)8CjA8q6VyBgM$aU=SU3~2U<&z|-??FzjNh&5jV_BR|}0YY=D3h5rhmo&&=MX7N>Lm|yy9o76PLF*qoN+}j$ z?=CFF0XNtIzd}<@5(atE+0o282;;xs*1%!M8*l&4-Opp)0EjEQ^XsV~y(ie>ZCrL(QTSdqxed zoT3$6AOeL8_a{q8&?bN1>(Wqi0fG67AGJkQRqgNifgAgB`M3H~SfpxLoTI62-|Be? z{aOo*yA`vjewnEQY$qGXo)>CSe*@^3*WUl>E;_r}z2U_}cs|i!CzNzf>VfX(uVSt2 zV{G3Qr#-MLeP;6tTe&I&!77K5 z)1;$&KwsyF{XS-*4lR!Zw6>H1jF?Wdq}9=lZ65=qV_x9jBKdhGYYHtPip9nHYR0-x z`NcPAkFV20!WA}{Se5ykEyLJ%k`jDqazINbgvg(snIx^i7fqU4);5jg{qaL^a^kSdWQ@!Mq|pw~ao0=M#-`CW&zA#COmC-BTgGA5!V$o=v&h6#3WzMt zi<2k>bfCOgh>SWBgK_0lmfjujWEq-zR8EbHYrOnZGq!#<}o9x4nK#FH- zg>8wOo`@bqL|E*FCZ+wVC7_M*Jq&6guy`%^X0Sr=8M=BZ$&o5w9mx`^4DD=}@kIurLW+VM zJqw(D1fr30t^`$A_O8yHD}(Q1m0#L7V|3ebr$&#`WfOws!1Mz+ zw|zDAECisw|9vJH<|5HfghNXq)K%m?`$)HC3GK91dUuXKu=PayW9ZXf_R%Wz&>L06 zH~W6yl;)X`pAI;&hBDY76igO*5u~KK>EtsU$nV3-m7`r@T@H}uzF*qe9$9^KcXM=tXy#vc!wG102LzF2(?WR)F4PA4$Xffn7 zw~-iEwYrf5f&Jn|`E!4=`P$8|gDYdG@c^@d=|kjwZ9S=R9%%Z}^-fWFtDgQt_lQZY z-ZsqLoGTPwgs`LjyXiBJItr|Lx+$|~NNBWj#i_8?`NRFiLrkr)L4h9^5OT9p6Y5k( z^|A4F9Lv9tTY5pT3R2Qhvw@2cX9qw z2?*^qET6O1?&=^=D6X|OEUgMzXCwGpOs6L`Og5ByZ++)6LoteAR&)Qo6hG7KSsj0% zep&8HMv(n%L;WvsawpBTg*2~-`ju3)a7VN5+O=x+lCyd<8UcOH;bR1??N;z>UxOO*>xe_;&C$fE|ut5|LI47^ryE}`U+kdOj2A1@ZhCuc-1dZ6k3l_;CkUYeSIdg4#D z!8P@6Ujbq`Q&YBxph>`0$c}vM7hmta&mTL3e?Q_Wz=r65QpU6PcQUEhw2XqPrjO)E zx6<~tU2Q#J&wid0r>^rhbaceyH)hsjE{V5pc(s?-jvJi?QKGjZDL#(WF+Dp;Wlki^ z40!&X>)X^nF}F-K;I^`AHpgiyzE&g?pRq+TkCz(Qk&GX`c|_dlnk#lp*j^+%lLeR! zIbmcr=Vh_iq-jEJaZE;*#0^AYe{<(r?L7zn(VUzqI<9$XuJ|2suSpPLR9occ^7z^X0IH0}6t6wy4Ut zVmGGw2E>Yq$vYK7ZYiswj5F$e90X68@*?KTH^(EbGFd$CW!UIc@gaJ#Mlzn@aVENh zwm3(-)1I-|F0Lm2ff;=iuq!Ve9?T!v9Wl@5?dM*7KAl@aw1F7^1M*^jJ7*Y+q6V%N zPV8_r+6dmv9UptM{4hrKnC3p%t!t5+knY%!u{Ta%hY3OIp!^GE!X}U$XX6{wlfz4@ z>4_OLj9vXIEDc6_FT+e5BrTrkeYYYZYA z!*w1;ZrbG1JI>jqqrQa&)~5NndV1#wno^T_NJF}pqENB?F7sfc zWf__|Yyz3&u?Saoo+FB^0eQbTYzpk`*I2(y7e5`foC z6JQpj266hPT@*!zfltLqe~!EFWW>(@F(8K~SFNFibdXG8jJzNi}2>spq6G z!KDQ+9O<2rJPMOYm{33ov>b%jmTgkfcs-Z|d_QVnBh7{E4)l8Jua6DQTUqD7S>SDy zl<*84o@z&51+K$oAQnv=zTN*V&4oo?yym2ObQ+wEek0SN29T8hmz!&Ncif!kFh7#% zrGI;6orR}8*$pmyXZ39AFd-|1)k1D`){VFur{0&*8kH;GAH&GLM;92_w?LU?bNr_O zlAu6?QpdFwO0_B%04seze{c`2JaZG637lg?2^VpgIH%WRtaTqMJZFwY7}#L>1g)wW zGpCLYjGD$x%)4f9l~G@*GKF#{s5^+Bch;qmnok|P4Se&tNnC9W!0!7V6uz&`v(U-g zHoOF_#)QKuUT2?%9%&4DnAqgWrJEwTa(e&xu!IKhteYKJRTfp}UAU~xn{8`mR-j!V zH{{$agsP{k)9n=jQwaG&Ov2(!9aNmo)tU%jSvV;(n-xEJ>k@6ir820tuJG z+06_u$l&{Q!v1cJf^PL!k<$y4o|#&wL=>%zhm9!+h+Q|2KcBu*Mf{VrbR11h|9EYu za@ck$fW@ezH7mo*-Z`TxD^D(FzNS1C?EZ7g#2Ipn_^(UB!0RykwU&KdgJ^;kK3o{} zLYmKt*dku7@*S9h$zB#mkuCj}axk}0{>aLGhi#2|gi}PQ-SqcbyJ29scXW!q$Goxp z>}p@3+neXjDsxEc9z3)n+{Z-9-t?9`*^r{ME*ea7^ReX6+tZp^W0=2f8)`pgl|IIN zpue}gGtkg$b$&BpY@W~wc;mh`F^MPDe_%EyB$d!w@;v9atM>gZ$Cr!_(+om8zim3nhl!3f|PKp%CVVaTDUE87a_4C1MJL;)xBp3sWcjF7NoAJ);^{cp|FzGO`X*AKwr*h@v z3ucR-1&m5;fRqTDv4Dyu(I7J4VD?=* zsp2NdgN*j!!ER^9Ojeo>LT3580uG$?tW?F)`|gv_>*GRUQ`h9e(pqUs<%oy~YwJKY zt;dbD;=F1O1Uoar6*xM&%Gkm|3;c+h`g&pU)L+CQ!uheje0sGJ2UW49YVMMx*x8;nwdGqG6_?PweilZp? zsWU?U`aMAEoeYScBVVuq8VXfaEe-~5RXBOp%x)7jdO;IY3}zh2m_HsKqV)+z+LN& z-(`tOGbfV+`$lUdG+U=q$}F?h(w*U!xoa6(=i+n>-iW*_RqK5=b*CXsYLi(E5U!s_Ok}}|Rkw43PwmY2#c?U; ztgN?9y}ImI`V>0<n$bmpzXKe@oMYVA9XgU>@iFFxs0RR&ikO z`Hq2mI<%ryK6-Z0zDM!k;+=T}=;|(9ym|xm+wL~r^hE31Z)P-jTbovJc0d|z0a7WS zSEpV8))gu%&y76b?9#wpohRKJg;aPB8d~Tc#VH}?SMk0U>n2uxh=+XZpO?XtNwAxXL`u)$6wrQM^I@@;unVT-qig%4HpI1gY7!+v`|xErg+z2njr93+C~ z5Gi1rl>ufhf?BFQywlfj3j%%(kQp?sM(fX`YV=VB-g694CnHt5NPQ7H1jp>){(*<=%gUgN#>4 z@{+o`p94XrmmO`A6Yh})iimIr*}54zvEF*$KD(!`br$7teVm>SC9f0_ZWu-eWAo2i zOcCFF>V7)>`CLaOh<#Wpf^f}#t3ZHtc%qtRnEzX?h$M|e`o8^0v!hI1PxHDM|6FRB zy{b5jAe-7incwJn-l$vdxR3$URGglTZIJ2nZGIiXoh-X7Ji8h385?wA4@sn|d&ai( zpyVK%b?)@H8x>)4l!aQ+G^=n}RvQ?L0J_l_Q?xWzHVj>o(^5|YFWEJBLMa~lr-C8z zBf0R7E_<=h-A=;dMa9c&khh4g6d$)@lX@HB-AxMT2OJ~IpKa@jTk#W7#6Us7dxJF{ z|2IYKkcTIYWBqLpKP41rBD2pV&IU!p{*GHPehetp>M|mzUOME8u8)dwc6t|FItD;btyX z!un;9IM3MJS|>6Z!MGo-No&C=z-DeB1&?-qc7_q!H#=M3v!z0u*hh`-gda|-H6fku zT%%n;kL_86cgwY^j{`+eO#Au`!Px{o-C+zY{?+64n9^iIJ1dN>_#Rv?_zD~8(#p!p zw?|o`LuYZ@sj6PevKhgPhhaNrH1WSv9b?;p`nB+!Wd=$j+69ok5O8(e#wkJAA`YxlBeZr*&FI__K1m-e+qJxSb!CB4nbJuzyh_h5 zn3#!I(CPGKPT_i7I=bVJ7^!k(M1-yNd5s2BWIz9`(V#UB4u0Y2%#RaXTW_dx= z;z%XS0BlTqaj`6MEC=2!Gmoc-XuUVnUr!>!=x!&Gg#+KIl^1+ry z49T-l*rnjW$BNUd=8gc!{Ahy4wYJrg`INWLO#1$ly$$T>jN2b?e7(6tH*w|KB!BK| zq^mFQ+`O!E!RaLaT%H3egPYJW;5ook9)bVwJ<|T3@`8PSpQ?A_z4MpjP5;zUu}|XG z5;{3K+0*kC4L(qfx_0?Ry9#8+oK#P0^NmMjMC}C=xW-fD<56sjH>-6~+a^uM!B1v8x4; z?P(+sHQ~pvXG`udLNjqbGM)*Hpa2zvR8h?;tam3EruD>$kpJq>+VQW^|JH#D0n=4UF0a@t-iGrpt}YzO*?5+gLu1Za znlYwsC(0b0@v@2wM&jvcYtNQ^MJ8kpUquf`kZEP+8l)MfjygcbTUtH6PUrGS!&wzr z*fosOv$M1ndQjm9?mb?4VBjPt0L}BCF0B8TI;#I2bw{a8Dlg6fgmW2={9gU3*^};W zUyVw6a-}3*+$Sf`baz9hC9;7LsdhXAk`BuFbcV_~`nOz8lfu*S2ATp4lg9vf#@x6$h6FFM$_U3mY4$i#% zd`Ap5CM>X^sb^vs5AOervTIYiWRG2kyJi=iFR_ zLTRGd9%($b7yP&I>j&e58*d(%a*kpq;YFy`@17EoRp_!4A0CSM{vM3!_^%gbpK6%b-B&(5@UH}`11%KX|P zy<%t1Q?ZnX&8F*y=D6%X!NOEV`U>T*V%a5C)J;RX_%b1r^6yN=);3!tzh2GC4SrJ2 zi|dksR~kc9A;i|IS)Qn-wQZG=k#m_e?m_)bW>Ms(G&PMkyy46Gp@WT6N^5%hZ;3#R z0@=E1QQ}Z7sqwIF*kDIM7UF0rvvkyGoX-6npMkkC|+tOW>|bTGY*D-RBpUYbNskC`V{ElO6q zou{Y2D&??90eI#E^aq~(#$Xn4$`KljdrnmW3xz1ZD)u(+M1L}@3?zhOh``LGNtuNH z9`JhSPB*o*`F(;^{h3^lZ4+t<&!OE zbJ#Z9UXR`%37k?ql9E)OF>k#$|5J~L|F89!!qfuEs9Cx9Thl5J2ZwpBnuw??oG zwBW+v1=iL(8#=3RZwmA^<67HV+g2@Xe`4%e#?0tOpdxV)NedN>Yt`OAh$ehX<#Rk| z0Rz%1m1A`HdmxohBU8%#T>XZjb=`$HZp9(9wG6x-Xh+nlt!(n~t1>92Pf3^T!tIoq zs6f{OyELv&PLh4_o}X7QX-epF_|GPen zq^6-Z_;V!x0Ad~9-`^ctv-4ik)jykvN=P@fcB3Pxe@|Gc&X7rLMes!;OvIO&Uki4hRP5NN&n;3-$m4rL6o=iDxjR-djK=Y zlx$rSPgzqvla=#{YiAS|;G+=JyCT7cIMH7MiEFr1THD$N&s`je-k!k6z8W^I8rD8E zHH!aIP?jtov$_a`PBDJcPVuILJy>fZx=T$37SvhitSv0ka5c1K+&-LO5k3z{zqysJ zqvq$MI<&O5ly-oGSAf+{9S32x*4B;)I^e3yt^kSz0P_gG{kKiKjP6&OJ*|`NP;|iM z$YHm-vZA4*)2IRDpeG$HyguRxTPp-?aC0+XI8;F<&s3eec>o<**etNw$f&4*()4sq zfc)?f*m4d%ml_07#1E7R|BR?m|IH@-0Lqnj1whbU&nxmTgZ-`UqnFln=ueT7Vvc-K z2Y(XSK+PVxF6)xg+RE9rQ-?}27q%4A?{k38NugAV1SK*u5}b0DG|bdk_~(vOYipY) zA-5Y4$Op(InyFg$56P2+Q}RnfLrVulD=7>O)jukX+IuoFv*!;;h=}0YUtv%+TeyXm+d;}u1BWi)qvoF(KT|KvOj=#LjxW|p z6D7Kuo4*8bXO(hn$1~FEYOcyr&Yz#hWo7YJFOJr7d`fJ@ofyGK#kY-iUo-GT9yo=p zpeck(6tgU!_iAc#S#C+-8Wspv~)M2KF;p@dJo44idnsx zUESeahGHrGTGyf!{({2R)!5zJgG)$PFyn$6WW%zf**WNLf&$_~nMBxveVV*RQ!T-fh&X z*$xc|Ou)#e5fr-T&<{j4Jv^|w3b;%Oa<1`!__JOgA$lu{2Z78ICY;v$R;0>-knjEb z?yKId|F>FV#!P8=lC%Nz-kdf(VTu}AkWO4uSF$HGsOg<)i)=v7o0q!`&O4~%uN?^F z5uPan2Gernd$%wuNtwI5QJp&FJyW^zry!hwmV5*^cD|%Fseq+S&#J12SWU`E_Ih7M8FAl*HjB z7FN!dmhB%sGo>L`8;~fe;T5w|_(B0dU$t*3;Wzc=@rkC6hBWC89!0(o;4=-}Fh-1} zGR2T8_1})}U^MMNZtTACjM5jWSe`%Riv3OMYLj=4Xp+fDIJ<^l zq@`6fj1%9*K7+G@-pL>%$T+za?wgmvY3XciQz=H_52}I97Y>|Am;lZ4@~YTa`50%* za5Z9;qXyD+XFGlUja_i{OS@4MfgPk^p~{7Zrf{H=t*2*^`$-e96z{Y$DLV3P%$=T+ z+$u{twn>!*N%W1l#Cn<8S&f6RS3>D=B+ue(sqy)<;7Mf824qBgYzU%Zhboi+2Vq#O zUdG>r@*~&$-E7?4reesPU`B`h3V+IA!cFcxJ=4lGb5f!&)YV)}a~_0!qO zIWN22LPeRYB;-ptgv|}4mi5lS=S1+=5S_*81xjFLmy1(scXyXI8NqkB$_TsR&cjd= zp~S?@a2>K!(iAe>`0o>M;Z|c|KYD&HD*3wpNv(Qt0(@qPw8>QZp-HkJmp(T{L(hWo z?EB8|HaCdCe|G8%{wcYxx@ATU1ig>sK}{1q!_BnuhS$8iu})IzwXoE>|M7gIqRyK8IQAA894 zRuu;ye}%QHoWuJU)@Bw=Yo(68yNf3{^b9A=KOE?KeGs(D>* zKu)!85{i*>ux@H=PlSyO&xuz_U(4rwe>_Q4;?FSNi;l5YhY4?yuly=QzpVhW8vW4H+y@2 z4@i{d_W?9s`O~M)_<*ez_E7!fG{YJ=i4(iYoJFNZB{l(pN$oy430{;2^*i~X1qeDo zb6I8E5wGjj#YIq3l8Umfr=hcHl9PiY64-FiU!@b{HSSa zV(W$A_>RRkF*ym$dwp)xHxtB2w(QYRc7M%o+PWDnQW`E9ZKm)T_E!Ia(KY3^>~i2G z`#)&-Upk=Q5f9>}lERM^S#I-~Xu7`hboRIQOz>zK(2h;n>;ke3IT;yE7*hdE=*Nv; zBm;JEQidw^^$R|3rqU40)O0Ld+H_j>)$?*nng-X!BdljDjRlAx+eg>V$L2fij!TP3 zz7Pv5n>Z3x5)P-Ou9eTlMFOfFu-95X4{19MPh|a~UaH-3b$st(AE}f#Wr1iWNRL&Z zK8>X6Z*^{fmhtVq%Z zW5eFefo&dTKoZR6^Mq^Xb)>D= z=j-O?+L{siP{{klv*Lyqfg z;+ozp_-l+(UP1`^?QJ+0*AEy>LSp^|d!DJyeGN8Or~EOXJM7DMv~d^HQJba#b`Ow6 zfCkm&?U%R{a}nVo+B6~acrAS)czk|ayGImU_Hm8%d;(6CjClOnF&hQ%rt5JUsk+3lpq5 zzNo9Hb|)ppv)I{OY+cuBjb*Dpn_PNXd`0%Ov zHgTC@&F=*q`3i;7k1ga6{!*p7%JDij^;Isv+rQ#v8TuQ`37PhBn;98AottVe+#$fT z`u}^i-#WiYy-O{;Brvg%0j@x9!))o}K%$A34&Zxb+Fo_rB{73H$FCi;m}WW4z_Ge& zs7Tr1kP2v_11n6XHRQgziak$hEGYD%ap-zig886Szo5zMEvYu`YwBi;* z2Xw|x>(jGbIeL5lY+(z~lBxgy*m~=rs>7~pm{3qc6a=JEQM$VY1r!c>=(Jc|(s|&!yzhBtp68o)#y=T#hU>TY+H0@9mi;Ole%QbOYl2`yVuF^$ zD|#GT4wq{$|5KioI>%ooWbqUa(6qoz%~qvql$5Ar?D^Yd$zJY)u9-Z7ci4^!L!kiS z5u^-L-Bwl8d47^QH4A(0Nb|vWzF=f)fI^3{Z!ip(*8>aACL|<{$#4U^-E;V5!sS&{ zUuP)9@zn+@0v@}l=%Gu)l}6u`HqqkU9K#-P4mvw?4s2U?sME(ikoH+9O-eEMv6$|f zMs_cr2{ydF5oXVo1>oWz%PSgq{plV`1GuqUp&&qx85a#bt$~B?g`rd&fa()t|j5)(N6ZK4cT?@iV9+ClE=9VW6`k5 z!(1Kt0hh}^xqVfpW$IKSUdAoHXiIQ{L$^K_|yBL_r8R#r)5O_Cj@B_~r5A;PXp9o~KN_Euf08@J5; zkc!R&W0T@v9xGZJ{Bw&{_`sHelpIy~+n-rSM^5Q%Qu+AA#M}tCW8IJRe?PrNZ(YhV zl18vt*jie7AsC_=T1&Y;yRO8?k)nBM>7Ara`i%pd78EAp(-f$~`Q*8roAunt%v&C3 zrvhaG{iZP6l5;Ld^2|meO%fgn4#n0q;2QS#lcS>8r!bM<*q_QH&3$qp12fo-xEKNY zYaeO8w4&^R_^PuTXu&aPND~tiM8w3xlz5IT6=a{;I}?XC-|JOG1=%S+u{BQo!^+IO zOh8*_|7`9{h~ksp&}W{JCZv3wB;-rd+7X!P5T2ROrjCvT>r2rw?faZ6&5w}3PJIP<=C#dF|E;6f z@d(7Pa7K;ex&`gd4?3^0>D>|z;QAyQD6JM z66}LJ*v``Yo)Xx)unG7Q-3ZZ>hsq}yC+?Men2&vF|H0F}Wam4U&h zT+SaKlqh;q;7@UEN4(2jcq^rioWHzBq0Swv!+>y-3fi|kq@}&!cq@m7Avge6g8ebx zLD3$j+00Vk5NIC*Bw{NfO_ZFi%a+H`K7LXE)e8eNK_Q+E1qN<5K|Y|nEmfD7r@AAj zpfI~p7Y@5&jY>(h_Y@L_|K2bixjCH2)R2epnXeo?@O|lijxuGnNmHczYH5+3q#+^k z1AdU9kI!TE^GmV{_;@L@f3Fcz%;kEXFd(cM7R7?9zH-R-d)I|U#y#|vL19A!<~&wH zPT}TPZ%PsCq?8ns=@DPkU07YJP<~lysea9@4G)>*pWE9;aLgX`fheS7-vwQi_U+qB z&HVsOJjh#uricA2k~lA%J_8!@?_W0i82=sM!rs!-vb9Br^}&Lf*;vb-JitYR{9z}0 zF(BC6KS{2q=_GCM>^KM{UlN|4pRb5rYHMhq(t{j0lCaLsPRV5O9SNaTb(nzg_OY=s zYC|3}KO<#)Vm6*G62zE38`w$KX|o8)1p5~&;5>Qq<-&iz_66>Tv+L_?d+eHL{Ig=L zNV2P>gSD|K4y>Shx|bTby8^polkS?|Dw1;sRwR^6E`{k+pv2@%ImFbdPM#-~cYG z$)+3M^P^g1i_16d*D-XRoo|IGS!<94zQWG+I>vG+kdg86B5)~h6TrolT#I&fZeRn9 z0VrM58Vb~2MOkoZ+G9SAE0Q;ZM)RswOs zkyd}j&keWB0XYkl*!4e6UU=Tx&p`V=7>;l6u(?`PN`{!UEQrn_rg+%c`X7q#so^x| zQiHrpi~v|cK_JWZVoE}Sg{|%WZbgp6&wJ~OT#W25Irl^NSEBcSsqWf*ujTKzU7K&_ zMek2U?~4|%i-2qY{f6D$hHKLa#px;)a)b&Q;(NrpkaoOp=S!9ryo^fPaTG?zdv_Ue z|Kbuy;i1U=!Xa{@Ag<$=5^8Q+{`8cLTyTN52@BS}dYbn$AMTGC|s@_eN-us?` zfdN2O>o5O9Wbc+2FFSev&WYYsh~6YGUM0`g*xmP*-1dUM;vTyt{LlSa^WEfOG_6qBUv{%T9mp$bCrfde?VL|-Mnc$v4qFfSRe zEX>coeo^r=)gLw%Zt8^}c-Gm8p@7XK#39rq!IS!`3MKR36&fFxSh~XOKKkzN?lwgk zbi2eoQ8m|6P(%baMxr9UzY|QLKCoE)BNk4go~*9xaDJ+;sU-pGct{8~5Mm`dw&(yl zmafZ~!_LMgcm9HZgM8G~7)*sPavK_MMlz-Rtn61da-@nTz>bZTg=O7P9;3S?1Yb}{=`g?9=XiSLn7YsBk~=bF9|T-b{g^c&Ab>6bzQ}xWBnDzz zFMRI*5(Y7;z|G)-eX!tg0apb3(TA2b{xr6~*;(KdeRl$WS9-`DwdUJ()&TcI#n#qjLD!af zFf;;PrI#0Zi8UZ|v@w>24Np6MfMgq`d79|MM|f>D|oO-FDiAhKGY$(!_|{EHC0RH9ytv z|Ln8>5Q_(qLuKfocp|t^ymkGZuPumFtelOiH)5_PGrE8e3aTQstg>}*z)GWdEH(O6 zHox0Zi}n&SAV{$JgAA+u+&usqJ}u`c-|+E#$tQY5AAIMJAAH#+UwWLfQOxA1J(@MG z=#P*0uGkXSJIAY-~#|c9O5sop=sksIjYZr8HMp zkIWj`SP|mkg_S=y{&m6WvifR4OaE+T1xsCpA;$m1#DunWIy*CMQ)466H7I3tY)KrN zk~4XbO>W8uki^tf%mmmtseQ%}+1Az;#|we)fnDP1^Xg71^lqZX2zvDg+;V5ZV|5Gj z;}?Go2$+`aA&RfN_;7|S)~ufdcdan?$x*Y#UEjfTii?|K2#M{I-AvuQ!bc=x-Q;Bl zszcUQ`&vdbDspG@mCc#GkwCDxXH$31WAEx@V;xzwV_4Q-SC5gCqcI_6!Xcq%7BNWx z8MtbXu2ft73R|2Exi1;H)g4kuq-dPG&+=_b34;0OfpYY(cHEzp_#&$&b#D@zuM*eS zO@@m{%pZuP3c4Q1->u2}B`w>(*y<(k)n5RpHlhn%LD>Cx4V1k@XD6ppho-9mJ032s zG`b>H>|RO5`?b{DXuZpCdY6C^7udTeZL@*WpoH8kHefd9C5z0>1KKs_yuU<9DLE{na5 zrq3<7KB50VG?B}%HY0k-Zs%i(xxJYJLdz*&-mB1Ao#~7!MkG` zbt}3hc#*}*z~QO`tIpJ39|7NvhSH(qrIN8M!xfNdc)7N*rAlRyVf2G$>$;!1i{bv8lT{9Z(m{8v5E5wnZ%u+j8Vb8t^&!4D#~`m~c6f;%>at51Ad~ zZ+L$}AY=&$5pE#=s-DF}_ors{yQeoo@7}^7)V#LFJKz@epu?{zu$}-V_l;ag2SL=H zc)64WA7rkVBR;>TtGc`qL#5!9w93bM{9DPWR_OY|O&kHjw?%~MSs(F654c>VSv#_} ztP-e_=H+K6n|ab@6l9)M#ZbMa{tKy2d)3r)n_`mZJq+xD^5PO$T@M$KVT+fzY%tvt z`9o)syV+*stXi?QL1TQ@tk?a);oSjfktMeg_eY{A2%Ny76yd(OgsRhj&34iILMMrY zjI1qHE|=ij?Mw-hRGn;cHFVng&h`Fa5so~c6}=vbh%yeEj00I zrZQ_fuPPCC`-}31riaC};9r$)*#Q5>os>384n|hUQPyglph={jH{S& zk$#eTc349~L|jECb71J4bYg)YSjAdeTKYiqK@qTA&`I{@9CP$TQ{}7aBV-*+lJJ&# zk(j$$V{{(@=S8)BU3chPpzET>82p@`65lx*UqTV{Q0BtBh~{v{$K8d&rB`l+CY*85 zK+q(XK+UVYr%&e1?o=7Ci*?C`ZV}A_??E&T$`_Q!3%qWNOAjMaP#f)B(c4fzN+YCa zV(wFlQzgS%A@Ua`p6ZvUhm*~w6FuJ^N|~9ts>FO?P;_xUyK0Mx9yX(U`ti{_1qNUh zZsP1LS$#XP>-u{0k4t)4?Pqgy<$@8AYz_j`_{m-F$;C_0g_-(F`5NcWYLwbesfxNNNh#No1ts^Y&%U2O!|GtTkombe%ZhB`a5a-VHXRYhZU*Fy@5nt z_WDMrC%GUKj#2MQ+SayMwLn5`McSV6(Q^oL{?I3u-Pyok*&iMAUzPpxOQS3l)(m(% zE?!>F91MyIt*H#3U+1yDSF!za1GdkCJ}lY#**H6M&+1@*^S$cRYx=y3VPyG>lZ)$g z=>B%7#ttMeXZ`^z3jLk-_IADd>&Z|UNSAK<`;FBPw&-;ti^83DvtP3q9v;5I$xTP* zbbs8(+Gor$A*p;^pog@Sl>DyE(zO^k&M5>6=|4eFbH(xJdwTqzkzY^uX#8PRih4sl zP*J~Cx35(zuKTXe=XEx$tkH`*L^3iG5`^7~xtxBVEK05LYM#dF_T0Z5(0klxa2Cw{ z`ymD<4G(XP%C8V}>z!A15Q{P{Ts%BSt4Ji7{%3AyXqv8pC6QW~4!?+qK_Mq0am?g+ zd`q=YK%pI(xjr|w8q@FK52N+<*F8P-!3>len1g?l9v-BW4OCS-5fR7kI9->Ou{Zg; z4U0Scj!)Gyx3>P`FqMKp5J4=3`1rC$l!0ZVtBZ>wbdU69`4uNVxpIb~YC%C>mO zkILD31)O80cKSPh|I@))Seo-&QEReoxIvQI8ZF8BwSyKx{G?#^>cRDY-jK;nAhZu=tJl(X$l?GvD$~# zWM{~0gOePZdB{YBy~ImPi`m%E&b>tJcMCuC#(Pj-TdS_1@RW+`zR1oSJFCC<_TRK% zHCgP9+|@IKgw;_0fT0e)J9FF|L=DuCZ9&w&<>n^*#+D+dkNV*ZO0pu(Ic z=iQ0L+kwTU*KyZ@qPNTG?*soa`=@7T>{Q3BK1U(I{us;1a_(VHcu-KQ2|%ZXWpvCx zU;ya8fHFSEsvK#sbg?~4O<4R!^WP(s#ukJ)cs8m(TM!X>C1!~*cjNj_wGbM9?c$Dg z6WSBUb5Fr&9PFKMIMnrZb%ffW<0)trP?1n(KdbiMF!GRzd^351lC$Asjs8`v)^(xz z{y>nb@!|jz+{x>IDsV=*?YI#;Sl;(p-`I>#PS9zu9%f)H_}Ql-EDXnq{ET{b@V4sD zLojgS2Q?N};^SqD8<^mK#RzE9YX zYkg$t&hak}-@JoEate#sYm@pw9-L$&*40CRcILhhT3svJ&-@vg;cekLKB#$8YJr+) zGo!AS>RM8oU1nnH(J70wnHO!9=9qSDBe6Y%*x^0H{gy-9fe>STeuC7EhK*ZtugZ!* z<>lm7RC+*bmHWb#?*$JizDjFJ^#-mQMP?#bK8@Jol*`yvObQP`A zyepi7`tz_b*~ww^{hgV}35h*#T*APWA1pqIyvWpMjjIh#N@bXKS55n0sqrSztAOfK z`4cc^AH0QUAp<3}qHRR_U(A_)cb=b5w6@+&YmnhCSCt2F#&$)Rq-p5sHLGSaGBCB3 zEefnf?CtAXS#A5J4S03gHD^cs7~3W#At@@Jm~T$ii_~Mv|4B&n8x0BKc!`Pj`ZIcK ze>d|mEH2L50<@Qc0!+)E20ddQjkmNm zciGcqXUNXxpd)&yH}n(xR+Fxp)_rTTP)G-H=YDHIn9P>d4sD4l1D8w)OM^EoGqa$! zR=H>b2M32O@M>IWFg4?)+(?@d_xSfBzjXwm1lE*DtOCG$4`|Z@bpbF@TceCPP z^WAQFeZzK1tH6=w)y;1&wzi-8|0MwS7sEx#RBoiPRj2L8pA3kdXj zHKQKa*v?-A*e-|{rr5cMC~3L|slx>WrsxrRaF4UmY?*%(vXli{1bA6@0DEDx=sTlB z@9z%pMYQDi(|5&QKy$OR*#)_Me+Mmo{-3@S@c-{i&A5<(`=H$;=Fd7QiHU7PMz`9S z&+?QlZ~5$OZ4Us292aN2FfWvA^$PpM#cI({IfIFnK+Wn5nDskFmCVZ5whrOY?4tOr znUC7KqKvnutedEeYX<0=iC-C(&6#tZUEq~=RQG=$oK@}F*Qg?UUXkYPeBPVY+uNJp z+WKp@~IyYyZq%2nhznk zI5@Cz&8UxG47YVy$YZ2|1k2LG0{c%0HS6@a_k*W^41_XpUmOxQfuM(jrFjj5;ZKPq(LQJ4gPJo9LQJme~-HkFIs;r!2YeC1jm{QCf zMkn-b=~?p4ZEew$$_?J-m{baUuFI>cv!Ps%%;CQQXe%fj5Zs#F-x34O+0~}GChexSyTd9&nys!Vg z#?G!T_GE*L045lYjzR{^Zouzqd(IdAI3%w~3C9Ub_*- zyMPk+AHeUH#w(H{=*q&&dojCs$72f?XQEd<@-Bx9VVevw(ufE0zWY^^whN8!$m_G4 zi^J6sy6TJ!G#fxBf1ntC)hz$Rb9@%*yQO#Q44NF+o_3#r$NA}_xaKFY-_B_A5saUC z|3xGU=^EPU@%QzMipuArzYALYOe-EXBZ0IA92gK$$n>$8cD{M59OzwEl^t?LlPD_- zjUIbfy>2pj4c~oixbtpP*DyILwPq55K&!IM-vx4a6j}VT#?n&tOxVHB4yqGhvdo>j z0V5YYVOS9nYST2Rpa-m|1=5JPQuXR5smc>=2r!I+@2iT6;l_hOQ;b^N>W}=K6;)Lp z+QZY+1I)%7l!RI8zu(1DQ0NTPSS~CqJbcsKXW}Y^0*m#AsJ5^D$2*E zt*owUXT7(#C1J6?t|FNUTC4wTOyVJa^UO;B3j94`OiV^olTX7uI}rX%OsHyWPiO z)O;1YEr@(LtS*?DnfdJEA|Twq!1uPx7iVD)F#RM?4|u^|e8~I25p=)%5V1#Jii?Vn z6E#g|X1?cUqL;0BAd9i3&aUZdgAqWU0XrX{I*@+o^zWx{{_(~BzRm*kfB)Khdkg2C z%jjL>cN2F2!QjfkEnxbvewfbc` zI@A&#N+j~om&(kq|7|ol^1hx#wu#=hO;?zKIrsiA0AMfUNEdz1!3+WR_~=QKmQ~bS zS~a%b7Y&O=g@xoKB&dm*FMTBmCM8?=W`1C0zT6VqNWL2`-M{bpf3{U558Igsx0!A) z_DML%XX*S-^i3P8q^%gKhX$h~-gQ0$W0A`ZexN@K@n1_4FEx#qb-n;%)Zt#%wVFM2 zS8$|Nvw8yR;wEtq~1oW zsRVuh{(b6Di^bhN5&Pm?lMrhhd2{9AJr8XC7R7fOMz@`~d26I;IP8(_?awKA~vx_>BHxRHC6vOWvmw4kl1I6gJ?pvfpb{|$anp7iL{@Sa1tL!))M ze_~e}TpBI(b;FkZlhcSVuw9&-ZHvU%gl2X>#hTtxtUBe9k?DP!XyQI#AG%H>887`Q zzP_o&*keksRH_^*m^=uB!GJmH_wOKWvi3zOi1EgF^l*6v_`!)l2skbuB}ifz;m7(z z#A=B`9=dO#c879;odREg5FJ^phPikd%4|?jkiS3bbL@|19Y9pSGUCP}mtpJ`((sq? zn6FJ*Qn41Jqx>4B4EU_-zIm>zr1Ud2wPeJ6V{=o{R7Zy*lKg69MDh6_=@vL$MNJJc zV(tS$llaR#Ji&mUM|_B|!Tg6#$isxmnv!Ku$$<6j|E*^-aUR_M*BS(8wBNf)X7{$X zYOCx@>*|WCC0U>KF)(%jq^+qHqBjg2XB{0+n7HC?JgSR|z;BX?sE6tI#J6u9X{9;~ zD%F$YIgBFFE0aEsP%HQNkFa61JmQU5NvX~-NzPtYR^s@9-yC=67ce&_xeAb2 zP=cF~58iNCY3WnZ8#6OAv}aR&%*lXB-rC#y{VAqH!enUzfF>3velXG%P5AFv>VQ0V zJw4H1ZK~lXw?k^Pb3G3_E-z_H%WCtqGmF6jyGnK_{V8a_X3R`e0SV0uy5rg*e#_{{ z_jEh^H3uKtdkX={P&j`*x3f!ShV2|;r!_M*pdR5?-SO}TcOvgYttlI4-=+pD!8UCRu04|zm;YLj`i+q+eJ2ed64}MQCmT6Y5u6S|v_4OY5X^T|DiJl_1uJ!YBTnRRbDoWa)GBUU$1Ix!-Anx?xk5pzql&o zUX~azi|a8txtwPFTsJYSfVo?YzauyjM=eWf=U|Z$#FR(>ST}Vf0~U;eh3riwp6wZRvS8f9L(u?CRB^3~+XjF;<;+ z4_bRV?}(H&Clg}0sq_UGDRSnBom;@y!%~+8eP+_d$;nZ`Ng!F6Lf8Q&O%sI|CM)op z+#h0t0i6_8%sDSyr*HLM-=(3nc4#^hn}=)K6%f{1S{Eul^5ql0%wCPH6R4i@@O`Hm zTS1yCoZ^QZ10&bJ0}LO`_0>Bl4b98P+tZ&;b6bxCO?SR8O60gSkXd;iB0sQPeSbU&k$A{SF~4;TJRN2oSZ6qMscth>F7W@@$;a3K!8e0cC(BE3rKEmXOnEhvX6ko z5i@ePp`+x!m`(J2#Yui~c1BDXLl?6H?ik9?*iqaUMrJt`R2dk$Syj5ZQP`J+;NSQO zS#Nw>uhrf+2=no>vjf!l2Hye-z|gj%c5byY-ux`~yZwweCDd!aQY~O^Vv_xj8A1)5 zg-e>3a|aTJr|Hg~3Ke8Y>Im}grtOCF)}|!LQ8P6tOl@@=C$}o8E4 zFc4(DQ_ZM_!d{*~^pt^yK=Kje2<90b5SQ%i0Tt7Y${yhW^h#xGW!EO{5aCLnRuPg^ z)>$RS4LD25GW8D*B1l5tbP(chY`}Wrsbwz%lE!p1Utr>HS;~Txp4PecmoGmz)-Wqu zIZM1*-=FtBIdMc%pcC5l%J}3fMZqik<-LTR6=I7_m;G$hjM^GRq%dPDD9uk67rCcz zQOP#l(bSGg_|dK;iY};qa|?A&#;+EW|1TYL8Km^eV8?4dS*@?~FdlM2MtaQCkFaxq zP}Gk8PG1oarG__U|4N~@qDJx$5MOAXor!F))}FC(=H=f;kl(Kq_U&5~R&5~F-ypw< zU-&qC`ElA7&7?2RE{rPw!T0gB z`E7bFSJ#ME{pTUs65p~_V(@i}p0!Mkai$d%u`(3qfpJ)M?1y^$Vw^Kk;FOqR?w5Wo zUD4;gK}7EzFH7DQaXZSmHY4a&ve7`4cR%`*-D)WUnS~$=FMrFF0cOkIk$(nFnmH+}~)1=`twJHzdmQwk4cnnqikV zdj|Z7@M);r+S=U(m4gFj>0!BGtGBbam!FRx^uYlKJvJK8s_(YNY3>%i9^A+Dn{yEo z5djRPp}-N_H$G;h!eB{b_)zkfqlJ4>Y*f|c`}h6)JG*3S4us#yXQRU49DRf9IXOAf zQ6E9_Z)zO*){9~{sK#}I5>mCQuC%zR<<{7{nJS1R^;wHo>6`1CV*Vlhl{nJ(lCXTF zugJ}Mp7|dH>({L2rwQdzdaJBobBgHk;OmOM=O=dQZ>Xb>wLfx%i*aAs<6+f1tS>}9 z@5X+)`@1eGSBUuMpS91La3xLinM0dTCdYFLuHS?bgz%=5@Tp%$D5T=ivVQe)!)1#Z zEq3SNcK_j%^3iirZGPu-!)T|EVo^(#66|P5xrizx5Hn{blHnvCsS*UNnFQ61|3`rJN7aqmnx$PYsL`koq)U^7K zNOa+wXhpP@O)ZM*50l9RcPIsQj!p>(+hqP7#Kj4R1>w$YYm2K8I#j9C9PVvZureuK z8pgWcLU}187JZ$)y#5$lGBMGqFjVR!!`u|9m&{r7S-gR{H4 zc7yBTVVI*J`FTo;Zl$7{mYxtp}z*W*j)HH%her=<5+T9?Ay0*e@Wwd_*y%8 zSd4Ish^VTWQ7hKUGILhDFU+>v*dBnr!45w+_dEjeGga@0|Ju9zQ7(1^&O}Z2V5Tq| zo>}dsHL&3+w2K6Oem(2G38WOrkY&B-gLCyFI73l=Ug4-E#hw*KzK531d4f2yx;niZ zCC8_{X%WDQozq`&99?>ixfV&c^_719G7=Pq)g_Z&t@6=jM1|``53PKD5CoRx( zb8;8?N-(oP`(QAl2Z1-bPhhx%OTTGRV3-_~c7_3Y3cbnk?uJv9qfuQfzI^%k)5jqt z4-d$`yce(0-!J2q* zPUb0Kct>q<0wt7OHiPIIClk<35;dF&#Kld`7Z_4T3~p?cW1;2g87qnYi-nby0IWE~ z-XAudpuVduDCqje_(-*3V(z0rcM*c@MSe&^z702b6(OODGe)$H$M_TJ`_L02<21J$yDvvJ-;UcYHw1t1&a2F%BolQZI=W{q{{<8|ahF z^=-nQZO!Q0ve455mgMB5!b{DCb!cIL?1a&O-l+;B9x`u7f%OKZW@iOk5kws5oLzD=#6+H+80^88`M3aX`$uass_*0V9PI7xsxgc| zJ>^I|&d~FGOG^t0+h_p2tSFgcL-$BflL|^aNpb?9%P3S{{ws_M=VwGnS3vw@%^`fAu-B$g`s?W0SAK$yV>}*ajoLn*Q3g8J%!ImD+q@_NGil#9a zekG=yn8FN=mKq=Ocq6p)ap5DdaXM~2g&);X_`|*dSR_m%?47eglsc*t=D|%WtE;Q~ z`Ew8?hb^A8Z~~PYhvn#XXkh0%m+RQ}V!flP*c_3kcDen}>@Ek})s~2=7(#q)NmVmX;YNvJMnUVVqEwj{%NQjsRaFp=lasrt zEr-``;7U)Z8L#{}JoDVDCY69HkIwM1E9(?Rk&Vte;ZN6vx|;*f3mPRA`I7Nw5%*OA z*NTnGYL{Oz!9FL~f(WVl)aKkN56$)UpdL3bFD2zS==Uxzr*e>~-aeoUtQxmm$Fw;w z9zcl5qnvueN0?&h5)%bBOnU|q6&0M8Dq-3=w$|pI*u7`3Q(;%n#>vAw7IYcoX7t&B z3*Oc5-wncJP@d&Lw^K)V2QN;Wb(&d&y(E`AEIVNIUE965h?k+b@kH+6tJwXsVf$6G=0=3=8r0B^7?Vg4M9;K!!Js?dzJIlFP^j);J zjY~*4zuwP+fa~vBO~IBJ6o^jI=QQ6JbNjA*uGjE^APR7W(EE|s71-DSvfM0cpqBR7 zKOsKfzaI`qk~+(NR*Z)&aES20_m1mh;cmenX$lHBS(y6mB4N`?TiI_m`}e>)lwP!C z4e+VVj764KyQhNs){yNcwXZ^Dxw8z<7#A-G8ZHiqCP;QP)JvD%Jhsv-uyFir>oKER zG~Q>DF!B4z&7W5btaaMyle@&k#QfSi`@e_AMC&>YEuy5AhkH&DOvxekl{L=(uox`d zxa6k%B-Qyl33A2+sS{v_B`wouW$A=O2Fy`w#MNk#YPB0`I6Lppkz=Vqw?^kQb#>3X$ zQ+j3nA`l-|ns43L#6mX^BsuyHu3)5SxBHU8v2g+O!=v1~ag_OTHinxT8nkl9NN~OjB#@Gk zHPqK*U|?L|+<+o{iCrM<&)$0rDf)S*4O@*%7_RgWj>VzgmcnO62pZ{+q>3qZC9Q@?YJLtp2$VlrV=@gk?O95^24>yvj6h~t3sock3Mcn9+qL$0o9Nbg|sXr9mUK6@)p)H)fi|7iqkdK6= zrjT5)8~F+Y#GT0Lo+gBvlhfZIM5_^5F4L|&8e$z+~0okc|Y}L zANgH+O8kc-1y2@J^^;K|M9KfA)c8f%kc{}lH4&1j(8uSMe$h&5*Mw6yMKC9&&3c3pmev#;Ia-;gmaXGiq$L_BQ@pQW-SlAEh`y9@Df(1hf9q}Z{nKa!%vBE)89-~k~ zJ-Zi%qq(`kB6b}(h1u$=|EE;l{u_U@}T2KKt-C9}#*vB$i_$Fpj5uVdF`(yxI$;kA9*`Ju0g3Q>m z#Fx}yWI1crU&Y&=R=!|djFxHP>^t^Roi0Rf26FcM<^l_#C|W@G-Gr2^xV9?{ZdlSg_CS#@!87*9CXdQ3m*>32Z!8ibsGM93}McS zpcb}Sv>R;NL!YhkbKU>gcZY&FeI4GDSe^A?{_>RqMcT624mY;@U+6@sIVQ(srhuks z?QNLqszD5nxD3nC0Hs&$<4CFc^-O~u%*ilOv+@+7e4YuCPSi}-F?7*l{!k0LGyMim z(B0|66ych>I0IAUznl1(Y@q5pAzEX+fo9fEhQ3bm@ zDLdCJS6BCO=DuJ}FVQ!u)ytTs(xteR6mXJiVPjJQ8wtrbPQ#B^Hp#amCnra{Tq347fRWXdayoJ2^Swh~ESIz4O?n)9jiB51DiYWi>TmWOjd=D~kL>++=^gHx0!3 zed`XYCxlSJH~QyXv9m_74R&Y$vXpit&t+V~UQ#w5iX|mf^oG6nMeI?vmLb{ull=%= z1Y+AM3@3t~aK_UWd%^R<)<6shK_s$9N!fqK~5sJfd*)vq>pmYb8~Z_y$dk{v`cAlw*Md0G5Kf)vBT0>z$F+k+@*~wUmLD2$HMX)-? zH5IFp2`kRaE5D8f&YgdjO9MAO4@oGJ^El(cw}FW%MK= zZ`M18*NEGGPM;+{f|SknFnbldvvV=$J)oQ~MSlOe4WAq9VP1OvDqZ={sP5M#`gD}~ zU&P`TOePt@zcwcq^ST3lv{Vfc`IeYs}IKzf7FwCw+`2+u%|QTVAk@ za6f0UJ5O!O%sn+4f+%GD-^q#J5Kv;_wbBD*cbP82#g#R-ZNJeOMm9Y?{m$By!0Cp! zeVy~{xI6-8BC58tSi(b$nB3$|JlVbVv=~9c_>Wqv29?#-Zm4t4WABb=@$6hVeYos$ z+-rPm%u7o%3kqrqD~|_nEgD9G*dTVHckZ=6V}|N23|bdvXVt)m`lGGm`Pi4ILv1G| zZ(Z!kM@E35vp{lszS0*%%xfvlAlb%Vbu&t;M7QTf?i!D(va{d3%YeMaWLA2;cl&<6 z**#^b35F3nHa}*=%#uGmPFgiXTBcs8KnE~PT%h|?XbFz;C>OC6G4%|Oa4zuuTSp?> z2H$Xa4$mP}BlYHnhuh=xCk>Ygb5c@LY^=?}8Z)nUhae) z7>r)8uF^49_@Ki?UPeaBJ!S38w*h)-#BOBy`i|>gJCw0If$ z_mo*#{58k>*X7h&e>mS)o1!?-M`W?te_twQUj88ddbIj$?l(X8nx{>s&ms0k*eO55 zJ!`B79zE`JixR)UcIsM?RW`Ti(wlPd8vDH_n@-RAJv)u`<+4Q<8uhOqp~E&L2Fu$J zKW0B-#9s+zZXp}a0q_o|pLg!7{Q5)OIiL6g^+;^P?bU;2DCJv`(M{~J0C{GAd0N7> zKgH9P%LC~X({haKbpw%WxwwcSJB_xDrYJGOrx%{D)!|~sK53;Y7(QNdCpRB21rqxA zBVlpB^bII>?k~Uintpdc_I58DL(Lf`gHVO#DE-ym8tqp1+bAk$RMbdpe)zCy9o9R8 zA9ZA?evOTnbOO#q{tZ&EvvR2}1eZ>+&jp3|Lz5}?qi$j=YPUSBKV zT$F?FRh!=&>#6kk7IQV~8L@E1V`+Z;z(IOC3qkWsge0vcn%8CtI2w5GC)fX^qEB_t z(H&7A-q8`Ie!ZH7{X>WPZBY)9I`cEeVGW=Fdh^CaKlR`MFn=UXCFPT3YZDE}xWP^= z?k%>jqHxq@T{B&-CQWXBq$u95tc&pRa+?+&)Uz@c zy?F6L7t5wNJ6H7!9?FO8YY%I23TRReOKh&PK((_g~$r;=pg6=F8e2y zcL^P2J+&q?jGiTlaPes>X{Re$czSrC!=>gLrwkdz8aFp7ikNlWFG9c-e_mLeS5;-@ z)Z!w@!eEJp3CuJoGO>y$C)RW)|N8!9XL~!kXN{X%0MSJy7*0Ozah{QZAJEFh!7+%n zY-cwxUfR&0Rx}|^Qx2@z7C#BVSI=vcZCOdPpY1MQN8Egc1s&G>8^!5H$Mh{F$5?IO zG{Igjt=nvi;S&E295NNOyaW?8_dA?%dDgSIe@N8&6~w8oA#*aHEXs zERp;G;W5@SHeIXk@9r-A(Oqb7h?%95-NigR`u^2u%OtCjjuE1k8SOq$m2a8 zdNiF-$IoO`wImev7b0~1QhbAiV@v4$29Xl=R*J{1?Wbj?6tM^&_Ws!bH8rVLt?l^9n+>Sa9@Jf%T|z5#4J#neoH=W}p*!Wu-Z_lejgeez2CY8TdAS+?l~ zidC`6PP+B~4qL=OzgtQVpL?OX{lQ$y5!oHz7}fQnrQjJ!GDU^3=S_IhepwxR87=j! zVL50rwhPkVyH>54?*11%>PLt@YU%U5dRgSAy~KGH^{%&iI^_VhD!)3f^!5&(VOi8v zVmEA{cf5G>(Wma~At@?O=pGE~-b7{)RV6T1{{Eej#13H-N$>!p5OMi)5v^nEc zgX@q)+tqe<=lPo|T#2`i23GHzve}!{*_+GQfua6;R6SDajXxM{&fC649f)6~sbV=B zq3QmP#FPRhrCXYBPsoy!fvms2urj~KEUln`c+2VD$45gWzE%GP8QJP>iyHA@Z@a2G^@6C>67>k*?Tct!-^>bG3h-Jy3%}(F==9 zcm>I2gz(PO=ydyj<;2cC)#Q^9wNf;Q|4^t*Z$)hwm5~XbtUEQ2=1F4p(9)7J$p#*a zhoq-Dz_blFc1bHV^mc0Nt7H+Bz5vA5-CSQ|VPUZ`fn8255;hqRQ#aKLWiJI1lWvoI zpsxG&?V+J-O1TAsJBIL8l7{wLPOgxDqUsI#9lZS^P+`JzshbhjmPv7OOTT4it$E5x z>y?!3tevKkeZK1kIkb#p*&TIv$BCyKzHIum4sYL0fmxcHf1vpp)v=c>?4##xi^*ks z=?=`B!2TIf!+>#ZntJ4hJUZ~`4vde#`aUy(ch`{hw+nwR64E=5r4&B6@i!iIuX>+9GH;4tL{J_-NSLsyjh5Q#`*J6 zP;mIbLK7#ihm_n0Wm9uL^8_|-g#>|i{Imt4WHJ)RSFac_sdxhz>18W$P?AOmH0j{N zv<_0Xh;RaS_PSXZH34A^1xXBrm|Lnc<>dPxV)hhFXisfWze}0gh4p{?YSZ@^KM5y7 z;2Gt&%#zA88X*QjA%?)7iH}dAL`$R|`jKb18>>Tsdy>IhCG~l z=J0=$;3t&1%LuGVh{7G-UAMcY%uqv5FjYQ&AbRjV#Ken}5HFhf)Uf(GZjrqB?Ms7r zJXJY!Hy85{JSJvNQaqDI-S0m}NSThMOGpxv=`&JD2MUvjw#$=6bP_~s;Bllq3F>Z9 zOOMh>Z%-DC7ES&GfA|7p)=}8Tmio z+a8T2xu(I+sFeOrqsOXn1ydZXZpzq7m?;v5{7t{8RxpiS+EA)bMM_?-o}eu4Ea9FF z$+0#sMNuLOYMt5D3fxHP3A^*MhR?(P|ZEd-(M_S>13gS>N#;t zO=YFg3r{#B8GFg3lnt%EBBVLsnUDtYm$)%~ILb94Y&v?}V zBGa!1Ja~|}RZ^9iiD$=-?(QF-S0BlB)6Yb+#4wBQ1BbR0YcT2`mMn|uxEqi99&%4_QnT3Bvoe zGM2nN0w9`#Z@U;%cvGc|anFVM-8>Yd)2f|Ox1^pvGBm<&V z4B2ZKTbwPvo)d9(Kx0=Z^v%r#!i3u1+(4NlF~m}J zC+3?t`7JUH>aVHzYGS4vC5U*-)z9&|)x`6<%AHhQ^?9NG9Hkl}aR%Jsm=K4-eU8oQ2xdwxwW#r&ca&vcA!zyy(R_z#tN&LB3C5q%jRe^oD%2P=Qr!SQ5}UHW+{WC@pv5 z$Vz_~r1VKEp^QM>9KnM3x4@?xh8&Q9xpsVyz_ zH?~KFwr|syTb?-jQ2pB?Z3Sv8Qd0l5#`+ZRcs6e-Z8?uq|+ZpLoUlS?j#|l zo45w2k;>C&POV8s#+Esnk)nzU3aUzELrCXcTfW%qc&Z8~TD|uCKkdFX2@0GaxdEsJ zK=tf>x!z3A$M*?{NiB4Bb=B2z?}`mE36U-d@bKUx-Y#w!30algFSe9Djkl`Du7J4l zXa2dkY-%a*s-G``70=#=qngV-Xv^ZHzp$!6A`k;lvH%x&duBY+^$fau5M;Y zt(o=a%7YMaRXD~bSs58n!CS6hpY2y3Im)KKD=b?NWe63@7h!{|X26It^nn1ag(}mn;e#9c;hvF`x}*+T zs?So52T@0%uGthItfPis8xU)rFwUbIo7J5%$88HuOl@4W+c}+2MQ(b=#b>s|V4knJ zyFG0&w?AdB)?b}xePqN$KRdn2&X|Y_8@x7^M3kh^5ME4awzfZIZJ;_E(G%+ZQ@y6I zfuzJo$pTvSCf1*x>JCQtQ5JoJ5YuvgOnv!vrr(P#$V+|;J3!Sy7GA8l>TyREtf0C- zW^J`!op*g45somd);~?q`K?e8jmW1HzO>-mKvY0&fh`J!%A>lfsR*kLG)MxgGaLWx1_~nl#fblVflG&lu=`X`<^ANpeQmkOR#fe+Qobw>p^I{$ZgRu!k z1zSiU!pI0gULV(dLmc+tA;6Ev#m~fr42vEMi<$}zn-YZ@K2AyGi8paWXpQhX;FrML z?kAaR4k{KAHvFyaw_&+n-z*9$sL0vudN|#|%0!YO{;JFb3RVFn^JBe(mD54}XJP|` zMm?>6e9bpIveea(i5%=>+QdvEisspPWRpKQ-2P_@=Sh`R>P>Ou;+}c+l#YVp`nJMe z>MWq@9#Ri6;qd_y`QK7st0-iVR|D+z>li@tVA_mw5wZBUpJW_}JcLPS!SCTiiQW9k z?Msa8QmXRwR`y0v^_}+PyducYCX@Wm-seR_ve@CVZSmIvEqbtd!$=Ca7@*<&5L zOqf$`2*(0&6h>3bfdI8w$vfX?wz+ z{(a@-X&9JVIId_$xbXOLd`F`m-Fx~dIbONZ@O2G_UWdr$sPWhB#m=!GOfSVjVkCE&B9Ju2BBm^KSA?onM~l|$NbFd+e}-W z7ph6k>h<}@3Eql%EVrfQ0>m!6+gjAps+|h=`$OrRKzm z+rx>p)#uzzH9A0Cnw|xsIB=|UdLs_E!bbz|xgtlliK1iI zIzBleB3gDB8Xd)M5UF1NtE{}Za9mVmF(EDkZRivB98MKetM*o2?nroi!-yMcEh?DN z*z7o3a2jUU^p|zDb>gYd4G8QyK2A}gNgPE3>`X4SB?|7Td?V{RR$z+M`)YuY(G!8! z0ky&BaMm@;kmZN;kD4f^v{LgU zpwyfEZ@0p{3Xn$;!xwfhoRS82-(V`WmUKN4VqybYOLev8Y&PvBaE2}Wc){P!e~Cv* z_v!KO3nz_;*D(S!1rlMW5bus_$C?DHfc{mG&>MT82mN@ z(Ghy+lMq_}@n6}L+r>hT$Hq8uPJeQrvL?|PPsqS0I8djEf>Y*s_qq%NO zQ1JG#!Qe-Ahy&yP&W+&8_MR7_dUd4SDf)2@QlOQ}zz!y8$0><8j zYYhclbjuYMMX15qk3jBsb1>>X^;g936l#T#>X)8)4(e)&=)Vhy7d^Z=*^T8HoNnYM16_mXuPfjo9o>v&Eh6eBLKRNB!l@l_df@gl@pRiMfbl%k3v7iycFId zQmk;$;ktVO{Wc)pjuro{L{?Qfi*%1fKf%qzS5MBrG+zgBJHmuc=H`BTd-HR=p0C#T zoL*mF@9*#bXRG0VTb<_O=JqxH6zQU-4&mjyQW-)?;Mv$33?y5BKEEHCxIeD2OfV!M zZrVvb$xSWIJy{)XC3_=wgdm3#4Bcxs)=cqi=(=|i6&*S~n@mh3Zt|~@HD*Z11%hV) zahfTQr7XIZ8Ji{|#A)N-E@(%*=Ivze)|M6yCZ^vC3c2!>?d|UGJJp#2xk-m?tr-gHmX72i-6zx>I8&^zw82uc;a|z&Kq&1bO00+`e%4@Ix(%#PF1Gypw z$Y@j36yVgmWl~U3Cc}+cH)r6^Vq#~X7B!LQxeJ7xqtY?6d3x{2oDz^PdQ82CQB3Y4p>>tX^-|O^Bk~kJ zkziy6HA6{DX%P?`MoC}$e6GKNp28Og`KG;1x-&BvAe4+qrX|bc@nSQF-mNjnc*B6~ z0apO2E$;%V_q~kQW_u%72s18@jsm|mEydwMppVRt0EJi&*67DgF;d>OaL!F2 zZ-AAoRrGr!R2uwKKD>iU>+<1Ne6HaU*vZS0|LUK zk+O{0e(e(xzJ9z-pKo}A>9iz1;~FEcv)|l`xR2uXUGf?~U2so_Me^Ik@*VK7`UxRn zet;SABQ*-_?uO31yLN52{sDOt-rc1?U-f27qf0MjoM-CK_n__#h4gqD)zoSJh^ZHT z%v|q`u34A0S>^jlY7do~=`M%N@7q}%a^8ExGKqSuk6B}$GjXg!XtwmI*~GD_RuXzd+^$?VnqS_%8gmW^>jf?C?0iqri zG(?#o5hLK|V#N`*Y`y;LJ?rBr1<~IC$y(CDdqZ_8^lfiSM|@y7TL`#->o=UQd*e`y z*6_RVA!yEm!wqGgf!Gxn(inJ*y>RjUbnQ^Q&JFA!{ejB-N2rc z*i#ME5Tu8*>0yzQYDsX}T|C#GQ4L!c6m}$J-Tpqk!4-?v7`#B9RZah2Kli=CoY>^T zmKd{=d&~2m4ccd9J}xe!S{5p_G9WuQvaP7R-q~yF^089L@b3#7A$e8V76^y~2Oa_f z0{`bt^nXT7;B@F$;e4^?xYHMS<#EIf2?+_9M}PJ9d`Mpy!_cb_ofyFxmln==d(;3< zUR!32Ynua`bVuG#Iaf3YVX$`4azG#ipmR!yF{ENa7g$&uft1i5>Ft#Hlie%9gTGT_ z#Agp&lp|EhaHFjJ{MC!f;le09BReVv+`7K0fOJYg$js5v)U;5t5E2zM10YCH;5S--b_#|$)?LIj(bFCJ; z8By#W3|R!3hF?sSc!lQ$FvgY`6NG@Ch3swZBnGE|aVG(egU{1yHo$loI ze}v?Y)I6-Er)g?-+}Q*j0_&8aNsW|f95kI&(djcOGrzTf%anckx*mHZ= zU1yPb2eNxeNl_af3iy9{t;shv)hq$`P} zHGw>j7(T!If)qE@)z#GR+6L0H=a-5;VB7Y)J5s@*eGc3R{Eo(zB9N11`?1siH=3X`%j4Z>>?WOq zfZHi@;dG@jU#vQ(DOlm9A5+18A=RtHg<!Vm-&z?B14j5jVEvE~UHc)HbW&L~} zhr#>lXO-iz{e||a0tP@e&fycKLWAjnXOv?fbAJ>&ixj^rMmXC&MZ<%W=;rp*A5;G+ z1FHP@n>AvgS{;)o^jhQB1YZxnOZK;ti``Ff%$$r5h+`i|()u66&-QOQzcui@my$!d z!{5EYJTZ4cd;&nHufqAE4KFwBiJkslW_?gR{oufNzTW6^5jZZzU+9qHT@2;)S|*5j zYt?k0zT5yW ziY9x7Aia}>&3*Y272ar7IKZ20mnX^uZtRz-`z&5ra3=@0H-;bvTuvvN0+Fr5*e*yr z+<;^TcF5UtQ_2SKTTWFt&_xXX=m>z{P9~tYb3L8*ai3Q3J%9smmC-7un;C9K6zY<1E5cXZ}kM093hjNqQoo4!q(G6AVY-wHs3L| zNiR1-F;z#qQpwaL1lTY8I>n+l#U)x(W1Xm}Ka`z@E;1t4If}@;(SCUIF_F95y8r%x8mHkRdbvm>{QFj zu_j!U*(=6{SGL+XG?#OD=KWa}kQ}eF{X-m{o0y>awq{`kWG5aRBm(C_0RI5Mivl18 zaDQY2lzAJjOkaiEB>y7%7QN+jdPKoe?`pVnn#3{RYk)W?1?X=v?;xO#0Frnf&fs9- zGlmMUetMzS0DMepJxlnXLn!b(_CgdxAt6-zLFFYaDcjxR3kh-M7ej zaPWQ{$4WINeTIeQh2z^hxRZpw4sWV^w{oHt9uz7Y-ClqRmk29kE(NU~?ZXFHEQV{W zt*>za;jg{;;Fw)c10R0EontLflhxPO|Fzo5jBrL71MTu6QQ1v=QwO`Z3ii6n{ zZN1TeaHq@N-a9-gDTkoLvi>{_AHjFw9`_$+1Yt=#1=I_RjhSg_qDXo!I^T9|%jtXU z0p`ln<$)^Aq|STd!vd%@ZN9YTy2`hl|3*?dUS2-M`sWGY>KzyqKbX7joVC*aMU%5V zg4|a;9Iegk^$tsl9p`}_7YEjwl;(yX2PM%So8`sK`+*UkkdPcj(3&Pt;bn~7fhW-x z=W%YPHr6U2+e>O{hd9&;O7aW7|3v?(jq`RmM{mlg6l%1oQj>DzUaWW+39*3iR6#3Z1Ci>hD;^4S~$(`?dOi zX$)lppH39$Zr6keE$XSB$CxKwn1 z%mx)C0NKFrf{@^VH){td^Tf1q#I7h+eJjXd#QY`00|j-TGf(%LnGuu;vD)x32ZZOQ-Eo zih|>t?5?Lwj?337@6FK@0f$`YO{fqb1;jOy7RWgG;?qDT)Z-=S9{9B2c@Lz$Gup^nAlDrmDJ0(7tcp4Ych|DnL{o$~XOk1dT#ZC+lI;%G7%HJyF;V zb7&%q*C3A&xJ^l)!}u^iWD;hfjF1Whhw|yVGI2Yk$oc?P#>i!)Vpk8;+r23V0}eRaG*^q|~&cVv7aBiR<7& zCnvk|vR2$w+}24Wb4yE404u@waUwT7FkrFPV0yMx3HZYQy&tjzMEh0RjXtyPI2=%U?N%lEGR+f^(BmQkRMK{t1bW zhU2|!l5fJG0p}0R@KnYL!!_8h#MBDLJ0e7Sdb**{i5+dLhOGS021}+?YU)8?4RTCn zudW6IE|Rtf2T zI}T$Pw$0@?X+c9vd-C9@a|&gTs%|a~W|)p6DLIy7hMSsZQypb9%zmK%-qh@jj;X|= zx>i(d++q$iW9jMZl2Sk6Utdc{v4a-38p+#pdb+wk%YHHrA&J86d0wv1&epD}c>;Rs z5?9^cuB|s9ED174xpcvWt~>6W=?}{5uP0#V0(6zFa4msYSfg0wfFu3b(Cyc?+v#VO zZ=JItkSMdzp=1uKh?x@5*${BwFpsKxDx)qAa#R_cI?HY6e8meX4I*1a{!d)4Gd9+V zg!!XQ+seR@!Ig^puJF7fom1HA;Lu}Ncxqg_j+s9;>lQ_oI?d(gct>hDT1$j8)s)?i z$tr82%aiFTapOFhdEOeFQ9u-}4TkCmw;Lzz0j%WIR0qtxET7ZC$j)78aL?>fN^6X* z{B5myfie|+AsOoO>O_P3YAXGak>{=OBZZtnXI#8v`qB~kX;2>1T(xn5=H6*WtP{RL zW{QKY_69bFt_1~1{E8^Bkb!vYaM`D%bD`pWa1(u%GGS#hrCR?o!7@vRIHgVNA!Bb%lM#1&gq(o7WepD@^mtPxN4X}W25uyJc_s2`8PMcW{>+L zNUaa}Y84)@SK?SB(B=K$b^AE3HGg)YNo@hGfv=L_a(lUsl>!Rbc1ny3f#B(Rck(m* z%s2{?Hjm4<0Z%r@lZ{z@%xF{;h{SAun{8>0jnwBBd+1$yJRTdW9YP({XIID(7*3mO zV)b7gn2y{wM07j5z60aXNZLm4=`qJbZ|Iy6@tBANyGxMIbW%AZ9wA1EC_Vf?FrB&h zJ{<(X1RhY_u2Zbd^hDyKG>n>bSYjH zJYK&mkSGvFiP^w)hSLwPbj;L_4@bwHL^Yr}>^>~)m$P_7ek4k~p1FU+)=}zD!qv>%85Cq*xNggC52X0WbNf8EL6QBDh8-Hc9T@KDi<+8Y6O6w{3Gt(a=cXOp?*X`MY z3p>9jJ^mkAjewn3hWml*Ch|vX7*7J+?WdvFHrkRf;JzB-x;q}>xT`ekZQi!Tr5>P5$ti?{wd|uHUD zKn8U7ol#|v_xIxkfW;w5aOT%98TA{y?MUeRxseeQO-)Z*Thq+hjm6F7r7cZ)6*DGQ zFu~BA;NPfYitQXo64eZbiQw<+IpG&2Qs3g`w6Xx zgoya}@3J5#p%Zoq$t@5xFb;y}Gc#^2Bu8aD3FgD-Yt+{7m!-lv&EdIg__I2L^F^ZD^Vb0AgsSk4wuDD>uis}iw$xC(*D)aB^LcDg5^O3=P;cvG7bqZwi zv}TDi8AjGSRIRG?*<&C3si@g}_P6sKe#){3UD6N{*^$=P2S%F)i$lmS5%;*m@ztc? zk!n`kI5MRN{&gLn3~+mEMPnl$7h0Cbo+)K#4$@-9T;s*jC#Om z8yau)AiHMdPV4#cwEDmve>xc*UMwu62gg?p{OG7*zdZkZz8fJW)gVQMlt>0mr1EKR zNS>R!b{LtwUr0ACWtZT~%*eF@p)V}blFJ=(#_J7|kiaAyE|Cp!%;Wu@e#y3r%faykC}d-s4OxSBww&FOsPVNcB0YZ+)2vK*daRY7Dm&PsdP zPs~sl9*-aN#i~#^PviH*su_tM-3Wo|CKgA>%;~ld+j=;%m?%A$*dLmV0?b1MT+XC0 zIj7~8Za*t4wN)~SOi0X`?0v7f1#=wb`)EyqCQJ*qM#Md-cn?I!Zpwp^G(nW(ubpj= zqV>Nih{T46wu8-vYL}3I+>shgkw!Xh$lTM&<9vif<&*4V5Sdfb9{fzDmFSc-5@)g! zsH@W&8*K~RlIC-wW!w?e*f1UG_1~9~kmw2un+0`cX5S-^T8+6^_c76kKt>GIY0z)U z8YA=n0t!tg|3fL9F`wtn`IqO-#MK^Y!jF0q3epIxBU)g{4P_|0!$(2$`UT}1&!ai^NX{ZiQrb+yl5YTuT73cf$oP!7j0^L(9XA)o3tP}`O4#;k?Vd9y^7)1 z^t8%k-%Z@roq>%-qfW?b!0(6UM;o@a?}pDqq@tinL7A69TAWvDIc$t*5b- z#`{ZuurJKtdS>ga2}t^{uk%i46^+rvr>|k_3(sX&o~`UBPj;6Nw~N|gW*oyvyD33I zlrb0)`6xmdUl7B9TjA*l-lpZp2r=IbQydc$CYdQt61$)xQ?Gwz_SO#Zm-Y&(%; zsKa!bJYFvg64W=l=cY~e*kUV_sa+TbjJ6xM>{|L8yjJkc-rzz-vKq33Qz>9dE@YkhDOYrIcE8U+N)Ph`+7iqCx1mRe?r}}1zFuSc9E{1EDhoY zzGG;S&C?4-tZARhG;1^$aDX}tdY!y$PgC={=vv*)WsRr)q%ve;)ptvkVEJALLpaPB zKGe~q!()P6!w&;V2OTE3Xt0lecbdoU)fs^Mnj8t;5v>|@#@MX|Pxnb?Uzv?W?1eAH zY(zCU8)pcEDNhSig&FPXIg4AJ%ks$i_%OJqr46Qwss9WKt82r1)u=t`34YP*fz=F; zpUU&=6b)uA+UwWM6g$PLyfH;&a)5DDDvRlX!J`SJeOOA5TflquhuJ5+7vGWbM4<-( zM`j{tXaYGJG2G?+S;fAgB00@)iA;WPW{t&K0lJ0WovR;rihKM}ZfQ70ooQI>ht4x$@QdUoXaBK?rHAU>@pci-uI+QJ**pUAGmGJc^Fm2=gFX>K!THYN)TM zid6n_tKM@*xT6Yf2IKw-Q*-T)#k?P1SM1#nyhg=MuU_i$tg7?&#nnlrkzoRpN$C9G zins^NH3QwZ3i3rRv#-5c{<=Bc-PL({KbZtCt}x>=3eHTf3WUPZYKClJRsfu?k6cgV zoQsSc;MMsLR}LWH?9W$f0VGR$j2 z3NuY5>HXp|JK#I?s{k^C?^lhH7EZBr6x`j5<4pLxu?Hx#8ASo5Ej}c`vt zKjhhZBxIOW6r}(YEo+*~AK0l~49g`3*Y7K{Qs*(`N)7;y6YKr18U9<*5G!GAQ4t*_ z2M-O8WO@t^9tt*Qvb?hLCyg6w)@cJSj^pFQX?;EHyNCbhTXc2_v3^+im@TwYx#Y2>wTV8LL<#EOJ&^X>p9;)Bk6e2fJ~}2g@?=xb*_(?8 zNcagv5y3!0&xSyxfc|M(>)PAgoP&bG?C5Cet*xmM-AzBwyNjEfsJ#3)d7HG3dV1mO`J(pgezTVT z!(^`e^X*={gXxP^r|-GY=bN6v$Typ$OYj(p!^x&}cDOpL&+~_8OmVo3j6V3T2+>qs ztJhOk=D$*SjDRW8`BWJ9J9`W6%w&pT-DE{+)15q;|0S!7rXa4*P77K5umqlP1WgM; zWa{+T28b$yJ8vhS_Y#-Kln7ig^S}@V%vkmf`8Vg67IqA9T<;et3{%UAl)=3r+AIcL zDjWAT19dCWhC(YQhHNt_)}QTiPsVj~%2Y|1G|b;q?$ARQx2f(OCd%Qo-VQwEFL0|F z|LLsh@TK0R`3+l|rqj{|$ipa7RC?GGGsK)+L~7GxJ-rf_$QqD?Q&z=-KE*27HMXOUD~{J1sG1auEA*IL$!PVqsU-cuya&O0 zCqEXeF?1c$ID~7UN}8Q!te zrgyuJzRTDfSGj*Q4t~997kj-yD;G79o7WX##&ro69pVxJ$$^~)m`SJZYMUnTNFM9HrnlA>ShIJ}O>qYD*Sgj`?i zzmIB3r@mC}d;-CrMom-nb3+t?!D7D})(YzC>Hu=(ZF`fBJsIO@Vp;mmzJYxDEz z@#;BYVGlP59?z77zXxS~+{(;Of*B_%ZQC%!t7>vcIVj)fg^E2_``Bjlw} zytDbY*ZuKvL;vM6=Kbz)Sl+GmJfvcD3obly-~kI-l?G$1GLqMdOB8-&sm5YW0=#fj zn;-?5gT993%yQLP-2GO)6^-GCE3}#2x+m{4BlS9uL8;bNP|D0xyU*aHz3P7md+@5| zpt*e6i6*wqh44rjvO~Q1`r~D!u+lAzCbz4FzSWlAEO>!ktTOvpOfYZ(@1}+Mqj~sn zv^taNZXG*Cb;>9C7&J?*o~oDZaZA>us|Q~A(oYCzdL|2x8p!MYLpfjE6ol3v)Os-Y?#|S>m1s3APLf)#$?s6?XGAwZ7BQ{cIjx&J)xbcKxxkllZ@J zgHCfQhu?T@H&AZ9j4wY%m{*nKB+83yQ~4yI7Dp?H;fa$I=U4NUcyPP3CYZWm?u}UK z(#Lw^mwt?BP*?L;|~8};tQFZkG3P33Y&D`NYZ+SXm&U3+7zrN!40Bx}1{ zTLg_R&SY_k@UgF)=GCA6UU<;f6Z%TzB`z-}_E$mIR5*Z(g@uWiw!XDAQ4EZ|@c#ZD z2$k`;?uAARoS<~q#ytSH2L=so_lrhO`$NKXA6pEhN^g*krD43pUnCi2WJLr_D2hnl zL`4{fCq%b8-U`yRPJ2J`CV~eBN9?0qs)M<>+W|6Z9h3d;9*O{6Eu$?E`wEtw( zS6K@FWV(#;f~Emk!GFq*J2t>zlW8q2*axrlp4!^md}L>58Ih4=d(3P;KNvJu>XTZVDG$<}v-XVDY zTRfhlqAnAi9&8|YhnyK_waYj-fCz(FU2T4Tg_~2Bqq1#jP#{_OTd~J7f7T)-u?<)T z$;gd|MTAh%(d~IHi@wY}?)ZN8zQ5~vXz#MXARt86?WnB6ow)Z#8_g#r_>@A^I5AvX z)iGBH2@y+5{&Z_|-w&i$rM574RTmX)>eiNbbi{vhZw_gh>Jrby-)xxYr>0JB`V-E| zQWd;3Fi?EzQPea9WQbSuP$|!0DOPLKGd{3)v0mcpoL=$Ja$%>ux}Sfm z^nO_`{d%}-)#s!F!2>>;dLPAlA7wbzHXS$!`5KSeCPO&eTEiD&4Qov%@A*E?v(&|C z)B~QVlJG;nBK9hk21Cg44s=7X24kjqqCJ`*QlD5(+!B>PT*3Wyo>pi|(V_V=EREd}NZg693noAF<1gc>aV{Wz~(N$M|! z=Ecm3SZ~)d;JQY3WxKa#icN#Dc*Y2q*%;DxSZXgf33?D z6pGgKE9d+wX*R1Rf*D#P4bT8A?piiUHLugH*V>hS?7pZ2)%M2vi}8ayqV(T$@RbL4 zP7_ljt7<%JD%pDw3!~#TrjA)Q{HFi;F@M2`^rr6NkOdx8DLNV&Bovg8fEkx2xd2G_ zHJ~4Zg1U#$fNgl6Q>YG{Oe53bHUs`Wkzin;B^?@^=WAv9-znq)W-f4QNTOB0{MY?& zb#)ZUJx^XuXam0uGXbnVzHO;hokk4Sb4^PlFg7?Q;Ju}#rY=TU?pxFj%j6sDm4o6M z!^7Nm6F8&Det+oo7X$fSi?l|Jn37U1w|ft~^v}-$0C`15!!AK>@5lGwf4^LOhDQkS zm}YE`p{SHMYg)a64E*i>IyhMPv8AqusA9R^Q_|27^U#zv6zIvz%{FDXo9gRH=;`TyN@gY|_ERk8 zFo~wlJ*8*MWm*}UnZHWL&t{aerWGLQoF;QBdb@A%dprSUpk3#*mj8J+;OlubVp&TQ zVkw=`5WNO$rWPWk&E||Ls62lpY;c{3O$rOMLZeOS+X}`x%s>izeCn4EitvGeY1TYJ z^)}8EHjy0~@ueu+Pizw&l!|ZaJ%>7vWD&9K-{q@SIwp-qoyu@9pOY^~LOKJ-G@5j% z4Q4xJbm-RD#v_X@NNBNLkEZJKSs@bS{zSno2%_(3tFh}C+NHM$kgBPCuk+YpbCX;U z^%RpWae%5PtWKF~-hfTk{~cRXL!VY}n|ltWa|^Kz2iDh(Pyd@!9_}EPX?j)sUglUv zO_TCwlk3(C(@Fi-2}3e#vbk2V|9O5f4(8L8SX4~D+eHDS%VLPNQOsd-UxBb%HYEM9 z3i&M2ESF%GX)xhN>ZVj!zi`;^yKQ`pW&~X2{>;kk0IDLQB%z3cSDI{|7Cb0j0tsa$ z>*PN{LC2d1Vm9eH3ym7bgS-p#qzkonkLJwDtVZgmDiu9`)7>%euhILf4wlRGfB1Ju z+WXS3KtK22On!Vqt#1})1@OXS;^KznY+(U}#DIueT2)1bUp52_B^%4#kDbE{oWUjz zwL7xvLn35t95m%WfAW-ve~%nIHX-_Q0$0*vx$I9MtpwH#D%xigz#5$lBX7-_H3CrW z>h8~1b?Z*0-@gR~fV`%PSrdQqXaBWz)NDJ?cBp$YL+lCA zgGCXfaR{nzpOE@obRhthWf1z?>VeOeKZdZJi;|{h`R=dsp1oZc6Z;=_hX{No$Ma`z zW@ct6sEU`~hv_LXYJbFV}wwL-_e7>T&A5V>f17oT0G;vVVl#vwpsReZ99Vu#3-EXRB#R z_P|+^M*H|7XaP-Ax&Z_5p}vVPHV}{@dehTZhJ;2zw+fl+(fiN52=K4BUmW2EB;|;z z5h%DwUfVA|_{&7A@3Dj`DAYPSA~am69Tx*he>ph*wdvzktZeN>Eh>!@ zSrv=nhWn%-!_?*$j{?^iVUV8RrIDivamV}Nii;&{;!+LcYl7~=Ew@b+SO=Uqae`3J zZGD|k9_rcXW2=&BH=rttEbIGR#ym%s>4jf%_C(Zu_l1vJbnqr)T*F&NO*0kvLD2-H z=i&q@{g2yK$UwYfnR!wTM-Ng|q!~8Fm$QQ_{W2p?-xgM2N)%eMCwqsj zgcT`dX%8T(q_8mi0c?%i4;LPGnL33`F8xy@fKQs|yi;anv31}QaS+tVmN3r=j7z7qrVW`?;QdbSirEnFI zaNsSh)i$m-?l1GiwZvyz9g)ivRkB{8{*h zjg7rrrKw)4H`rvkK9$Y?_4#(i?_$GGNlD4Ta1AW(0c?CT@IC?=xpVXLy)?qdKo&X- z42=8ZIjFMt`^~UlKCQ{|8Ft&O$tAWn+A@Z)#1SMrdovnlGATuIK(JWZA2WDmB_&5O zF^Ye4QsbCVh4Xa^QDDK&03Z@resw5mY0duoXFaP{7H?f`Bo_R1f3K{(G%#e+FQ_CD zTI%TdkR$G+ZfF=79sPqpx+Rr)JExC{&tTRX+mh^zg1@#6NW?+Q|AB#{s;oS_zHY2b zhnY1;5-f)X)P#)K*oR{U8!asfTM0u4X%FE7uI`$e=I-c-1)*J=hS?S@Od#wX$ZBJp zwN1t5+(qny%O#4PJ$2D3BF5REl;)j~69*!p!4>_-fK(k}wyw2#KWoJXwfJ~V5Izi| zs{wYuu)OQN-e1U^oG+63{KjSs?OjDhe3T5*xY-&?s`)0NHVekREB1AFthF%PPhDMF zJIsV#&i!bCG_>PK3OW)Jrqcj6oJRk>eQxu2%&gAu1Ydh!%nym$G$|ZgMvpA*kj%@psqMCd zeU(i~+a2jSE(p!ltCeeFbyG{e-jZNVWEF=&o0SkWln~Vw+85t`8KDKfLHPJdC(h8e zC`qV8Gzm{S)UFvdZ!1HtZgfH3&tY4ys zFq_VrbMz(R%%{JX>r@w3CJ(_5M=x*7|2hei29G}5^L~;$Je(Pplm#6B4G*R0?9)j z9v*zJ$NBD0mzv#PoAdLic%Da7|7A^Uw>gZCkHZ-NQC^Gd>rx^+&3p_H{D-}3!HD>; z*ZoLhmg~!d3))^2leql5|A?42fZ}lCkcvglpsA73l#_!+vht6e(62V!S>)M)R0jwD z5rXjI@)Eo9lc=jOxdSa?bJNpdOHl>u4y(Gl`s(Cl$XHz51-J;QZ26Uzs;R-qXArO! zG6@$tyyjP9E8eRp+z znekRuZu%xBT3TF;bdHUk8x<{edV2l?4-cjGBvE>Eep6jb86OWVYG?ZmA6`=PMso|F zk?}^M49kbPdU*khu?3)!mx$nI4|L;@|FhoFjfzS@OXhbwj#f)cPoLD!v@N2mhP_5o zU}!XzVg+Sg44)Fcoo~MRP-+4ViL54)`T5`4YB@{mo1*tu@ZQ(MKckMv(>T-kC7P60 z-O-Fl>O<>V&ANW8K?3gdPA4Wl|I9#;NcM`=Zrck`6ffG**G0q}wYobyLRQcR@^=64 z`(iKx@PZUf*F;DrX|Q5OJdHWDxKNvqlK#(WiS50!d0J&@+i7$HOW)0S#)MzWM}?=Z zlhQ|wtF;A1hXOkg#+{I(6^U{jONqTuzv{Sw50^c*lYo#s3DbsXG>jMM-0C#-y4_A> z4|m7E8dX~m!ZcaTKXzB8`=ySo{AjYfA)jJVu?a`ytU+f2C_ps77a@Z){RWSoUJY@M zP2D2vJu3%U_L+fH@7?Pw^-=jPF(!BiwixOi$lf03op|^cuC_<_y88crfqjd>jo{_a z2IIlLnJ%&R3SE;npEcZltIbf`U_Dz-y`a9JHHP3*DKR`=<;BcE{;z@UxO7lQ$qKCP zB9pejP)-xH1bbtSo!RjS4V_BAypB)?S*Ro@>TV#qJ{^nlcWc|?W--R9ELQb$Jz z;CV_&NXW~}1CjxFP^_Bs{D4_7o!y#%-wRKg)=XiD?6WQSIz0NtM0U?F+HgA$Jmdjr zlduT+yM26oVg>>LGqh;fMTJLr)#|J&`1$^UpI;xa-q304?6hxK3*M(~=858BR|H-_ z6TL=0zAm-OCctIc*hniIkA;f*7wC>Xq!0;Yjck8uLfI2lpZwBv!=Sv9`}#0-b0g23 zVX528k0RVWIXR)CqVjz1;b$){$;Z$6SFAi7ASMim>V7X=?(9%l$>r#o;tG0b=&6|% zt#BbEDg%6AV*Q@hMWqMN&X4>hS zeXxlx?iOwJc`OvX*rc-lfTMqi{wuDQ`&GBVs#xa^!qU##x|?aHP3LqskIB-*PEQb) zKfp>Hc>QWQMZvYr?kVY_@SP2j`8&G3b6Q%YS4sojedaP`a^a|d{sh_r>87pBAYWdN@b3?(O%KP|m04z0{4IYhh#>xWM&yz0t zqQ4@WqP~;y#e+mPSMYZ@_9Mqlo*`Ol1#<@z>ZpTIar)Y`TfijUj5S4y#bVRvL41dH zT}RpW;fM)_h4$P-A5xY&4|I)HuT53L>3}D?V>w-`i&AQH1jn(*vRp9;Zo=<@B(PNR zPvV9>6{{u0*+z0f{UfC_zGA<_W<%LeoZfl%myzJex^_9V;-<7^k8p<*$cV3fkIM5< zGgIjv)6GQKqxTRD#(nNC0fUIdNuFGffLmzyv#x}UMRtzgcDsNzEv8ix9uUJckb=Cw zk^ifHO}9w=|9JY!sHnm^_Ad;hTb0SgxFZ-4Lm()4h_`)sS4Bn!gMQ3<*6oULemJ?1wGR1kkUzJ-I z&S#io(?`=Xray9iA*_IS*H|9~SJ~no!@cZoARE37xr^;roBh1#mdd&}Qw3x9%ec$8 z11D|&+1YF8ZG8~;Dot&QyLbY61X!@LZ{q+sK~-NrCohecth z&<`<_Q@%#W-pp@~B9sA0^z~~+Wo1;2wb>>&jGE0&kypJA8?VLTdq0YdUC;km0`uZ$ z2-Wn`jqTfZ%i3+-HZGCJPYXiqqoa9LMz5xch|+B8Me2FJjqF_I=4a?EE6aead=_q124-|6i)RCt-7^+D0L{AxMNBRAX{sP;+c3j+TupE-=?qGIs=VCP$^H$rFQmgwmdMBv194Tr%(`by3e4rQGEstL=2pd}rM!H6 zR4bB+EdGe7Uu$i9zDP>S=hAaZDuV3QDgMd|FV3q=BEKO}D=so|oli{K`&uVysH3Lb zI!MjWhe_U29>re8(KXQauhde+ZxvG`B?Xx%-pAI)hKA-V-c|LOK~LiHf7n@G$d2W{ zW1!>W2)oLCr+A*Q^WrcdJgV0Ig)Px;5&eXg)2=)7Yvo1v2*+OE(`wIqW0PzI?d~`b{cS&5Y?c8CPUVQZl!TEywR-{!og@7)~T(+j0Lu_U+A) zRFQ8$$P);(*ExzhV70|vHxzdI0G#ZGwAi52h3>Y*>2jYwht;<(HTAI?IA6l+rieX9 zQF+(*gc7f6^7vxEjCtVkxUB2HC)Y+>eRN>Nj#7&2Z7s3a-Hvidn0+r*`E5n(us;uQ zpVrwA;rJ*dghh=G3)_0j5X;PetcJ?Is-C2p5v~?`PwriIOS@L3aj9-*;jg##Ykmel zBvz^Nbg!w~g4*JvtW#gxU%rdRf0tkO{}z3KGB#BI$qo)K{$3K@s6nMCQWTJ+Tz=+- zD%g0oS4XAZVK#uVZG=#`9Q;0LjPqy1FUMg?RU9$?-_vRSJUyzsO0!1?33HADEuJGo z{<BGoTAh+7S*|QNwInm9r+E>d-+vqes-x{CRQ;<)0T7kt|-neUc>t

&gpy2w^}2=o|?@yEJMpaqE3 zp@Edxrp{-h_7JzMObCK^x{UGhl{t7D-N<#a7Xbc44g7EDJA6_3FATN51OnL*E}sHg z)7=vurP2s9`ugbl`>i--UBGGA4#&?+JvdR3f56F8TZt#h2{)^S-)m}wSU`P`6gK;5 z3Yuv5+%-*4OENNjVhM$7KOm5Fpk$&u9PDy0*)BXJyHu<}`o5ha&+ zYKUK$p<3*IpJ&k9=Yb~q8&HyMB^k)L^KJ4J+G3Uj2w?m4QtsS}(>J zQY4oHD&dK=Y7wYB#8iM;@0DmN)&z2ojR6j<#=UCqBipG^5^t(38Ntmg_w3e^SBBYB zMY~HT3%c^U@0WKmGL@fDSe5T_6z0vCyIZ}IuqT+TgL?g)y97LcuH*mGAvjbXLk)B-zWr8_|+bom3q(Iw&6+ zi?ut+1fr^D-X}?;4k?0>=d%{M%p0QXBs-&?8Fcp9W%`Hi~DWVR7!CnYjjL#>B*5atVO8Tq8VO29QW1 zgjq(HRXsk5+dVVqy?Kj>D(1IatT})%pV~c<|LGHw_O54#(f)rNCupI`D1XymJrkQ= z@lXVKxW~1Lo8`;mknUt}1K<&$2k7cDij&pV(3o0Uk`C@kE0x-rpKpHq7f68A!_DEo z8Vp*f+ai8BTRK4PvN2o zYRdPK=9l^6qCaoA4t0LK*}V#7Wwn3by{2QY=I>uT=@!*239SwZDPq)cv-)f{wL$D0 z(zdJW?#}A{k%ymmDtb*}1)(B|DJCW+E^ay`@a{%S=oyO?=vgW%HkI6($Wa>_W`}XC zhvd_lRSBI4AFLm`HyTXcD}~;G?ZpEfOW8pKd)k4A!@#ILxCsRB=vP z&C^ka;dUP&IR+;N(Kw|b2w{F^;9$V#SN*8U?VNIH_3*L#sysd&H40Xq=Y^_|po?$B zG>Z|{fD-%hWB#$WNa-{h5DamXStuCt2}w;d)~&!w)#-PT=Np~%!iLEy22LpIbqGJJ z(bs02cZ@l*q(}2Zc^Ikf#mZTtOGXXZ!GT9v-Z!rvN@B6)JbwtcS*P{1Y_-m^Em=4E zkzg0Ru`8e*bvJ%8=45LM#UwNIOTJG1h1;#PS$5XfS`wHovRlZ*+L&J`*iXNczJa$$ zTR+9ICZ-z--$p4EYa7{`TXr3|X{KD-X|O#Q3U_UMT<_d|T8-T3xN4v699rzG0{!=b z8qet9f)KX}G7UuMY=$l^EG#T80?!RTG4a|7HPDrT6JpdIm2cNs%lJ1Jz8eud)&|I8 zloY3eL%ZnPv|V)gnEZoe1c_mw{}!hcFev+7PRbd=*d9X$hADPf;iuu*m*3idA!rB8 zX==%My92Y;yLTv|sKgs(G}xGB_r@KOBs`SB>;Gq3DjI;JY6rKJ)OVEifU z{%66x-~A9xRrLLCWxo=%uaYA^eQB~EE(Y{rELw&gY zW|@bH#r4fzW#!vn(kVn+8pUI-_l*@5WEaE&ue%z{dj~zFZ-C45;r5n+p=@TF_sbWg zt%KV)!Ll?Tx>}rpe0>vZDMXmvD$x0t@+O5^?39_k^7w!^&y?=qJ1?D}r~u;+1F@}` ze$_q4ASyujLtlf6q7-0&pHS}rM_QS?6<|}wTtoxwj+zDEslQwJ`CTbmt#5mas7S)N z%)#+Qz0#DESW~#3*Z*iQ{ID$GHR$OA6}(cX+c3Bsue&>#IKbHTTt`!8B*7eYJCW~t zODotmdo?J=@3&5G-i7+yN8`k{yd~jmRLp8*PhE~8;S5_7*&H;`GNZpIphbO)s01Ej zjJwS^$J51E!fYv1N$tu0J&Vm6OaXVjUd`uDl=dYxAvkwk6jMA*XbiFoYs9j)&q{J8 zAK=E5t9eN-=Qk{@K(&Y_BCDsS-@&W)-nmw3g>Rmf&MPGpPvNf*VfPE$ha=M+*% z(<+*016*QjqBYFrQ@B|k!$?yyu`{)ex{eF$p#EIb>wvTwZ%q19VFe1}YoC-f&F)*I z-%wGLG-S`{J}eF@e-wo-!YcIe$cLzq%5_^WB{ z3o5EqZHgmgCi+N%*4GLLif!6!36gM$1*;aSIq&U>v04U-#XMZEd@;Aly;Ye=%Cd~n zmHXlGo%YL`|EH-b{mFKG^UAFD7cvupaG{4&ITT9Az`)L>M)~GVer~F!zJ}t={H-{1e~>B;2lYAi7qlOmH3ZLiyHs#%`dLhwTclMNW`W@J;&!_AGkinWg~lWOSEx~!DPKn9Y2LB6i2hO zu~Bk;s}Xu%y=V5jH>|Gw^9-g(Dp5B7=;ACknkis~ruY8TBqS;dkRDolhTrYb2w(9= zM1*N+s*i}B_M9i2 zwN56bUk-mf&ZK*A8W7fX*4K-&^3n(}wsmwQ@#$SeTl(mOG7k^^+|~5}6vo#Voz>qds8zDEKBW4C#*}q*Em*@?7WN;M&6^NjTx<(#vkLYo9I!joJfY)PVk_p zE0T8g8DRh`n1DYAWVz${Rn*32H)a`*zJPNVf#7Qhiaet17o@ar`=>wOeKJm_w-am{ z2|rv?ry&bMQav9E%^$cf5Z~YRvFltoL$)eGfy0bU0@2zQ@&F|GO}tP$mW%SqRX{QgxS=`cHylPFY__MzygBwE?-d`0s3!-@G5p^eQb?lgCh z+Jke7RQsp%b-*lPXW_;rH)UHK66~$IB?R`2N&kLYk;Gf?8$m-|w5E z?RdhSlt#$@v{PT?VwCK?hs(#&+DBnU0@v-*(Z1hm$Vk#i^}x>-igq8PjFB4Dg}}R5 zZ}GbS5pU(aQJ*;6CrHfpf9#4w9?v2Sv$Hwtfi!!rBTj zu%kau&;$GUnkR4UrR};o0oKPey;SaOa*h!_J@q$~l;mV&1{zmRs{OJa%zaycZO3p zIX|zVtE;7

pJr}iGYe$vbbCI0qB0zixJVdaZS3wQm`=~kOvuibS5R18 zVz2G&%-2|}xKZVF&(J7sIcC;0>06g)_#&c784kVt8x#K?ar31BnF#jR_x|f0MoeZ! z!jPuc+nEDT$)?J;l+T1CkipE%!J)pY3PCS5IT@B7{6a;QIs{6TovpdmdG1Yg!r@wS z?+WAL{HnRp32lGu8(hTE5oR7utrwv5x3I9Vu_566L!WWrmUFJ~&)tcpr?sW0t&W3< zDJeryj+Q1TO=o>`b%jgM!a&P}Q7lCsvA`%Q4Y+fG)+WRtd1wWA%1(IAnXUI!o-mK#TjLpho+A}aFKI)&P}g7}=!Pn$0Ae|5{8srF;FI} z_^2#?B3WjDXs-3nl?2MHL9VSb!`9WoHaEgEvfME--~MDo!^R1)Aa88~kyd+MQG?EG zMyPLsZEU<|WkbO}_T)!mVur8}n~-%cu#>d>QdIE)Q23M{YbsksG(z=jNy#*pYl*Z4%Io$-NY=IsoU<0~g6#o=ZM1&ZE7 zcp|}&la~L&0C{%hEl^jmcpjq2tjy`q>-@`xdxOSt87cLXkcL2f^1H)RHi>qxbt`S=f& z8G=AsnDwsp4i8N)V?O9x>j$*UmzXi6%RtyS{{{*8)uvp<8TG>jPU;Osgv-D0@42$6vTEgG}?UPPrr0 zIf=h_4Jl7hKDS(zAJ{*>;{JQv?@W;2ii64$E3SOw)NfYqn4KLRx_0FY&Pfr94VhVFG?Ke&!3}u>Yic}7?wPEVemGm)Z5f z=!h)qojKKZMd_?oD^kvDYh00VGzZ2D!H`Ax7hREX6@lOd#zhW(*5>Bswzdo_A5v{4 zcqK+Q9kqdF;YkO|M0CeB)y?{jhMppy`QBDK0j#v^-T*n6$ViL@Yb&TxTG;l%>A;!e>I_faDEjv=;x;|% zemx-}0yuQKaAIO1YGw|C)}xZUR8+-bczba zGcU?sx*14GOA5L?O-u-kqPNVQoge!9NqiqJ^JW~jw_>JP+1Qf){8?Q5!6v>;fQ2quen@yi2b+_8hY#F=vdLw!9dxO8(s;Kvr+WU#mlLjtozjAD=q!vF26#l zcN)U*-gEZ#L(%dtA#*2@;@m`Zuv4r-OUiJ)VhXBE&6r-gz*_<1$;R%u<04k6sc~TLVJA151+~xIZCk zYA@<*P|GW!%UmI=Tp^ix^h(JfKqolgFl1A(j2E5))3Yb|wU zlvRPT!O=BE(G1lkmEPmD{>vyVaJG`TzLL0nT2)raH!Zb~4Yh)hadT4Zvf{md9`$6%kvPhR7?LvYEIr?dL?s z%*1xbOIy6Xt|**p2+sLE%gp8^8Vp&WCBfcc&v$edIv~4AFu%#+HB6+^8jQ9ITn-IK zg!@!hP*o1?<~QRIOxVXmJ@fGUv10Y2f&hHG#k%my)aE8fyMzTG?HtYYV47*-J2xzIS2jkTCyifVLhE$D@ zQc_+;Tj1f+(ndu`KRrAEv$d+~5(Z`p03VMUk+ZV;b=%0Xt+l@(mcu%KiDzfI8albr z^01!G6i`~@(^ZT`q6V@=BwU_$Hm?R0bDA4wRYKzA&T6R6D^LditSAf*7hEmvwYD); zow&Xq=3asI%t>Q;Y6Y+E&i_rd0LQALq$F6U02Gh#&f@m&h5}P7r%dZx7dM3GJIzWe z%pWU4;0M6%jZmon#)KjfWA84Z-qVQN)Ah`NTL*Vv-!DKsJ5jWA-RbJ)*tU}PQa?Lt zpw4kRp83HsSopKOtEq|i=T9vamH4EjzmMdGzl{hQFX0j6wcD6k9EJudlr5cIl|5H3 z%FFxIOI_I)ThcRDzkM4<`OM49Yie2m#*5^`?}d!;`$Q=fr<-{K)ts9igxf3g%gOQC z;H9#%Q-jOEmZW^5KEXZV<>!W@X!$<Wcz>sIqV4i`-RLui-APRGgsfzsK{TZ% zU?J3z6uxsiQfyZW<<6}jmE7qcO$O(y!AaVpved^1fbi+&Ri3$;|AZ%0cAvrN4h)k<*&WMzFVo zspmp9bESYWUd@vV)zf?y}{CVm(pl8>GpQZp~B71QTv$VzqAvC!y(!noj zY2aQ$u$`-6kxIc$14^2q;Rd=%XYEB>MIBH553|(9d?HAX3zXkdmxU%rkN-j~O~ha$q^rs@m9yf{E?vu;E$&s(v)vP4O)81?jpwHjVtp zxi7Fs^p9>OL?kKuC9(bvARL6Pz5i3huqufYxv2ii+}u=4GKZP0vMCqY6kWqA52x@x zLH8l&%Ok|3jYl`QBwn{D=L|xE^#kKxD6=-9OhsTCv=DVlkNX+4+Ik8ie~MCT0<}(hGBI}8$H>p|g&^k)ifvM-})Fpf=$95zBCb{FU zVuh4$oS&5Xd5JtL~8Wlp=c<4+I2&}UbB{i3{Xat2imH92^d(J?xbkYRzsPEAk;8JQj&9mE%%-QB^xLF?S77aQ^7-*K5)TU+btQPHth zR5m);=^1_b@vycaEQMK~!xN<}t^3Bkj+Dg0eUtR?cw=pUMfy$y{cm$~@o{qSa&vNi zUP{~A&_+hyR8-gZ%T7ZB%BP2vlvFFYO?uPqJG`fttlz{$)v5;MYeid|v!kP@l~aAY zM0|R}$`*TLb90}!ympsGyM~UAwGG7_+Q)}CO$80e=|eP~h_&P`r90uLq{O$>*TnMT zd8lDbgC+pe-huoZ$^2mNnzYxlR>4_KdA|WKEqs`)(_Hf59|RN@4i1q_K0@(*twPkq zyZA{N`D#o9BAZF!%&dY;ZK4?@r0PIYeN-AtKFfX_|Htp!>qw?0NK0_YHr4XId%>t*FKL{#~gBd8{$*26?Z~+ZfTDF(9+y9Jz51kFgH7!#IPsBQ))J z;v07MXVeo=J%l!<@%BU6K#Ylm87Z{kFO7{P=$hxZzZZjd=J2BGxk6PbetVXLbP|9+ z_PfhBKCDDix|_N>G~+orJ*wM5W4)KmvtN`|V~OC@GO3JQ3Vgy{A@meT^+jM3 z&l%Pr=O5>rHb>;JxEsUEf4mk}hn6-wvFW+4cz6ML_<@tz2m)7$3HU-MSig1M1YVk5 zKx0gW{HCgHKF$VkuJ!?;$ikS)(xifJSYZkva|fFjV-LFp{(6zt{+y)R(eFO zU4F8$sc2|u$jPbc&_lmIJRwd@P6A~8^xtCF6Z=8Wckr+t7kusym^?t0lAL@kDJ z>sC_iXHP)?mdc|NV!(xq3$|opSLIE~`{b4OTS2;zbRy044@QViaTP+v0B$Q)p30yj zsxLhbM)FSl5L-=6E?^AE9R~V*EMXBjpE$G(8*3Ao`Apr~PrJ<}9I1(#snb&rSJkZo z(OBTyU}9kWdZXSO0Ioa(INa#y=>0u>RL;(hJP563(o|C<{nVD+JSzb2oT5)iO45`I ze)mgf!DwiDM@3bf%~w!rE!Gf_^&r9Rk(HJ?IKW6sQn`P4sJL$!il;5%`&@Lll4nbo z@)}NLxqg^MX=^NnAZlxD9H)+RB--NhIC&KSlt9Wt$5v8 zI1&IMLq|{lbw4*m=O-h!B@q2=xW2oaIz`pL3|K?^=Ckm5UMWiiB$5PGHFjL0@9_!84~slui&t^$p(bU5qa1`m|)OGk%@XDbSF>pz%{Jz)ZS0|9PSM1jmu zIqK@m8JWo)B1JF(ex)HKz4}PW)=`Cy zZQJnlP$d5MLfTp+Sy`m=V3As_ew;xw<9@F&w_#!sxv+wJ@=9XusA)zpO?ea!?cUfo zdZuDbw1R&RwD$LBbLnF<4S>zdfdxC&@cX3glBVml6Jet{ z4MJROC{S7Y3noUk3^z!rYEg59?SkE&zm%&Pu-VA3X#hu&NQ|Z`-eCs*7jGJ`gZ~iO zU-KtMAZYk~@|+MOyCP_(vmJax17aPS+nIFMp!c;%I&tR7w}XcF`(&N6+Wx65IAb2? zPwv~G{5>tL0xhj+UF6naq#WoUSSDIIB!3}~s7g0xS7Ygf_z^X7zSp}Fam$DbVxcpW z4bLMD)_TV^MKd(+Z(~IXv$s&?F)k|NUD3rnp%1-yQap<%2=}|)|KZiQ09BXu)*71! zryoK(W#cj%qJIYl_Se_nflzStJ^kGRE-LbkiBF7o=%#*-y}#>9SY9bN@hbiFR?+;*)w!t^Ab;SN zry^LSCRk+Swkm%uW!lq~Eb6H`DI-`l#o+OXLsJrT)qMS-*(fU>O4q6Ucw3#W61!h^ zG-z=tRe|4Zh&8wN{;nYDIP@2qI>-0%7dc0wyG`KPijTp1Uu!6La?+zpQdtVEMYZbB zqC)PIvomd7-J=JX5f)xv9YyVooyb>v7|KHX?;-OcTTTUC)P z+2zSOR}OPpIYoMH(U816d8bk-4IS#53M$H>bVLLM zprV^$9kc!>nM2p6=>q6(9R&sY6jcC2<`;Q*kcNa*ICe3&Piv{#>hprLwW1muQd6M9 zVPSFjEh@Um&ZeTW)b8O?7;H?PbHMZBtp8eLBvJgyvi85r6FTFAeM?GATX+6mvEjD9 z5k+(3W1TAum}qNY?uKD7fjtRvP%cfLsz9b1))947N*GEf(QYJC-7kUjwCxjjWD>N0 zZEd0)+8`M~I8Y{iPzTswo_wBQCY@~i%>;<>UozXs2Tr^LGsL}pn_GQM+vjb1ag`aC zh5Se~NQ3QxqYObzU)G+U7F;ewg(pt*!0I2AA&GXpxxp&2jX{1JmK4TM1-qFY=f)sk znGy%nP5ua?B^thNI1tn-jv7S3R0>-=w#at_Bv(V)%_+WD&~V1N?ixi24il zq)HemYdal(LBu=C=zlkb^(c^!(GyB`BgP8{VaN5W#b+vCU75?OA7)d}L*j40NaMHE zbIlr7owh%wW;f;jCOQ=V`4Dzv7wh00ZYNUG z5$A+yiXtG|Q6M{WLSSS9%Lz@YDaY=dF(+V(2eNIn88ZG$f4o)Hz>2gXL-QW;D6HWK zn1i5y{es}+2;MDIL!-Hg8j|guIy1;6V_N2-9zLoU_Coex`}siT`RD(U953`8#MbO| zI4hP@K(g>5H1L5ywLOiZ6aq^W4`>Ge(`=;B>w0`lEcJZ-?Ey~NeH{Y!_O7p)5{{fB z<9E)Q-_G6Zh(!T>RE!}5HlrfTYtURz_4(@@AxNdamLAb0%71ExpMP&2=2;nod=Bb zH|(^#?-$W0%{JYE%9@FttoOyszyKN+Hzk*^gM)*krKOF2U447Gu!?+~O7=@feUvUs zv5lFOjoC8`SB?hm=k<AN85V|8Gy5c0Lgf+s1wqhs)k_jLnu8xs*_ORgDtsSDU!S*QjorrS%Tr*qj zBU89o1aMl;yoBdY^v3~;wUI2mn8YXpe!s}FfjK0zL$k2K5ld_!T+V11vP2FfrUOnc zg|VKpH0^m}&?9p9#@Y9303@dn#CD!+b15+l@sv6S+`x0MBO8`CArgtfzEce8XczB5 zkI+DfwynFl8T9dS0PEC=00j472Z!#Kzm93s4f$E97f*=*mRpoVC;yji{}mZY9y$_f z0|-nkfcKv4$1`S!`Gu)r#U2W!9ZkxQbwu+yn^RC|-<~+?8(o4aT_V%mhoSFC4D+ZQ zV~{#Uk~xCe$cHiZKG{XvIf8D7w*3m`w;ho9{_Yg%bQk7w7e=y6aIuR6>%-@o-Ac1p zR>3t}puLfwNwtN%$3U)Ya7}I%IgTtdpoJSFEXT*{%R=d81oAHwwX+KeDwEQ|e;{oe zqf6-g`6w*souee~?zj>T#4AY)Mu;Sv6X_jsa1KsSd9(yVeq$I70=<-{|3fgf!!fm& z73@N!BDgvpECmKJ#ZFl4Zew@=axSWubn-9HcPqGh7bp0JI^&PyD+gXJznvW%1Y{)t z&3q2zwtrz^5(VP&^hU%i*n9zMw{$I3PS|I>Q8e+QKiLZcB6cFs>WBsv(axwzSXd@8 zN$}1CueIN$&hZ5&_4iwa;no2bi&>1(YM>599&fNVRJ1YDap1+V53ARvdWUL#h^BAp zjU>b}ZmNiJYi!3ywg0{PRU&~AK5Bw|f7!Bsezl$ z!p8! zy{yMYxvr|>arnhpg0awMw&6Ac2kCfE)cl*s-u`~0h36^HXZ$V>T-wSv%WPaW;`R3S zkj(SW^z`zV7j-tyE;4 z7jd)>WelCk%gjuXm{eF|3T#_`S#5!9y$y5|*0Ka8047!MSmeIBCmKaa#By5O*totL zp`R$Pqr$<#w6?{krKASdt)op2ZCX)(*Fw5>gg4BpB5nxb;^cH>gz0rV5(tP){QZeN zE}KK3-;kjx?VAiTP;w2-G&DR^BrFcMrCZ-kBm>2mseI%n~#1~GJh=1CV1W+&JPy<8D#jWYze54bQu3* zo$eaeW3rsM%&8ce?i%YJxI8gnkYM>is$bnf{S!g@AvC-b{Jl-hcNLG%j&KE)WHn&VhDcLg+*wMu*{V;$aN)Y zQy3VW198Y0fN0s=h49y`oLgahWAS%!0sZdO*V>>Ml;K#|8$Hb_wl0f8xE+nj@VY}| zVCO_ztz}LdAPT?vVTRx8MB$S_=9dtABtnuP{F6|^&N-ahm0sA`5wXbUA2L0?JQ(7& zMkZ!j8PUQW%0JXIzUm*1q63j&-6cfnOx>Z9sTGQ0k&;0jo{e%?G#EpXJbPhbeOCjc zvUnR=1>D>Q!X(BdJ6tJZl$1pcoVzwQGg767J+~(>cX>vV7DsmVzwl$Rf&%E3Nr;No zNX{{|_jW6tl3XEg!LQ?w3I0LY7qY~faf{#!3knuT@pP3^tsM}YoFM;8hqopr=^M_Y z)&aZsgja@Ji25Z@(oTgz?&db2(~2Z;2x`U$R!UA#rxWlChJ^N#E-KUxnIfBDhAP>a zP?6zGc-G!1XrL~F$y#U_FY=cR$7v@D4N-RJU{ z{}ZKF!047_r8h_r@{%3fjk257@}37*+!E?!XJ+D&=o{(z4POr*pZ0r5icA&c9GQL< zH@-Lg5RuR})DRMq(Drt)_GYerc$gkX{Xtfp8_pWhxLOaL6#GR=`DUnYY0Vz2&>oWB zJ3gs;eDeA8>?mI2!&|wlqoJd#K?p+>2xXX>q;+zB48T)NV5w)mYwvhHGQm8KF$%TL zftKwJHw+R+g=gHrlO>I0ZJgNYzl%p%Bt{yCFWn*K{rdZ1s$IZgxYGxN? zgF9&(kZzoeyPx}+oz1IM-`a|XtW;mrR#2PUnx7xBa^|jAeJGgg;KQqS7QKk<*;4sF z^S2QiQQ;e0Q9*&>IK__+Z|edDoy7Pw(xl{Z23lJi>nj3I&zQBp(%xcJ zZ8$34L)zy`V_py3zRHx|_lqUPPr}-r2 zhK8sj4vP`^59wDov>T%io}O=cBeMw+2gYU|T^%J~_O}Ix#fxkrgsGets=?$>KZd)v zMs&S0lm8c!Bg`R}}&SnzcQGF^XIC zxA0JiS#E(aE#u+J`vIsZ5H+uaI4nV3Sh)5Wnp&{T{@QBpn}>0g*UxEZyKYehW_Y0naF& zq#JMf3MIXhY!;_JU8p!c%!9?r++uZiGp?v33Nq5|J@s4F|UE1zT@gzd<@weUFyF@b3P4UX_l|$-ZV4+Dq->ujJ!C3qB?^y=}ugDuW zHpnwMRfABDz8Uq_=E(xZcFrL|O-8pym_fdCnkW60V*v7*%)k!nP4_!OD+<0B3-7*) z*YQPaoTk9%Ql@tPIIXu6JVed$G!OXyd!VqoKLPC%oOauhs74WM{YT&SYi-Yc_G+`d zr_l(@ys%8%>c-ZlZPlqaNbzUQ?d_B$IyC~q{&RNv;Qr~LkrsNi?5T3TnN)Sbi86wD z6T051@6=?M>U#Atd1NUEZni_&o$6v-3DZM-Y|Q*$OrKB!|1RL=GBYyfms(CvCGxc9 zNF@`f(j=!WrV2bFWnI{3WSF1J7q8-Y#IB}rMMgyQNlQvbuB~aV&j7({Rl&g`ZEY{W zu>?TRKH#2xY5LEWkS4~T!vWx>zkmN;w)&4xBvO6K6|`!EhlDZ2q)VmYiLnzXMm%l zrFDFKJUTw??Z(H-O5V|_74w_v*d!4gPw_6Q-@<#S*#!D!Qfeyj><*Z5a54Z8qQ!MY zOhs3uuG2fHa~pH}wt_B7$_|(U zV>`W{3^gE}S65eitm=Vfh^u`IwOw5Wjg9#VIt}%m%p4rr6=rS;w}mYwJvG)pujV4= zbus>UNu{;}r<(s$BzJFK2S|O)!m0u|2M;@`qbx4h*Bxd*h=2|RXo6pbKIl?Ecug?$ zmfW{v*5}_4NyBj&60qIa$PPRt`%v-QxO!`P5eq)^kD(6y2m1a?D>U+XEq0J9d&oo5 zK7R_YF*XrOrV&&ihfCjE!jq=TM5dX{y8iUZwD@2P+quP+gov;R1r1cuTcqM29BW5W*;&&E9$`$!1p ziKL!s$W4#=!7=8MERlF%Wa|iNiRIg)avkGOMCzsl(_2HV@>&{zB{bpr-7 zaT4d1Mk#o_k`jr1(Bjm$>i!^&wpkU2z5OJ%5`%!2RxSvuR61Lr8_AfP*&j5KX-xO|2~5O0mRBzQj(>E+_w!d};Q+yjV$O;bV0k z@fPkf$(4Fo{P*}?+Na245)-Q}VJ*Y-SNw$U<5{P}aJfFCp{Zz<%nJ+1;Ehf$!(a z-fY4sz|Lk_n_!w~nwz(JU6s1oT`?+Nou32du$jPENq+0`GOWyw*4E|4#pIkEz-+QG zJKNmaTDWSE-mqNG3Wz(KT3Yz%=nA^Kk?*@|)>Az~uV}kuT`+aej*p>;O-v4*TwG=* zrdzeg!erenC85{Yyliab|CU$hwRk68xjH(+nK4mPA`Y~4HF5E^z~|C4RGePmFRNPK z?PyQ7_KQUV!vg>yN=S?{&pIk*8=0D7EYO^qnwrKMobou6Tjsys&RWR2`f6CHh>O2$ zUk|fwsQ9Y3UA*`&WG^AV-_`yZ=jGv1)mHy{F&)WS_mor7;NWDwX|(_M5jKC?+``A# zGA*~Ip`@mwxZyV`EiPVBBN}O3hR-(-K^0tM9t`iANUS$~DK(REc= zuI7$E)gzABkY*-PaYj%igu6{COx8Ftqfv42x=H^bLaJQQku-xG zEMhw{hFuo(Dth{nhS{{TuUr+C3>ip2s)2EJ|L5lTd^OmepXH8E+?l@5k|2k#9|-w& zs9cMC9IIGz<^Wj)dGVAV&Aj;bH(pTKVig}WxO6xooR0BMIIuFv#Wj{iQIw-I^sA$+ z?JGy*8pTt}>5HT2l2L5q^KH{_K+++-ZRo>5% zj{eq)gKWo&NB!fC*OGdUgWb3&SU)@Z> z-F-^xJgC#Lh_jO|0WX=`+{|sZFkuktwzL}5C~IBr&fNP@)@U}iyxkH?!0q14V$^K= zzNT~`6yfr82gd59-a>Tpp{dIMGak@k?o+C#VMDH{i(sF;lu@rpM_;?>3)ojQBO|91Ce=v?cU-zu}3s5gp{3y>-_c|tCHf0rskCQG+fZksl^JoU1#64R(f&xq z4--?<(2k)7K6;rCV}TPMcS#RLLx%#FSZ3?zc0gLu6obnnC~0QA=ekL)MHX>)L&Ce< z8=5+;S(n#h_}4}eLq$Ss-||MjhEljI8|wjz60<<3XP6|uW{6bt*!o&TxVI_H?@Zpm z#X#tCFt~?+@WDiIUK6umOD4<%^#IA~wgY9?lVki!!mXDzPE2aJDkyAemsEF1Q4SWI z<~P5DBcmC)Fzj>upYC`T;#UL`dD{VzZcx1=Rb}#;e<3{tsE-;>RBE3Xqc?XFWSY_8 zu+netir`ei9`nSU_a;A=Hm^Iz%L&juxafBg&;$=ye}9atP37qPLi)+~OdVGwhWy_Cs#B&KHu} zh^|%@%nsKbCJGvb-OtXKM4!9Y6eT}EYqxqTclk?#G1eV>Y!6w;ijAG|7((knHpHx50g1SQ1X%zJq!4HQ z93e;wVdgRhD8I;VS&d6q5~WuMdO3x9S7h+=L@XA#k`&h0uSpzCPx*JG6f`nu&}zVEo{xEkf|+- zzrB+}MR5zsyp_CGkkL7OO%@X`11*1P|MIHDNMVsk?3`W8GJ8#ovB zTy?tY|IH^$3vpPUx-=q2kD2Oog+~Ni-~sENrRD z3JSHh?PU?z^A^8WdekeM*4I{7s!B>2Sy?ZRh|@B1faeMze4J1m0-1B-WAdrz7VewW zy6f1ziPF0j;4=p-5|1_?dLWC{OzF=>JHe?v5Wzf4%;CB8mA96ho?*z%c)FO!qKvU} zT@=Y9t|amU^~dYRUmOmc(4E^EL@!!ur~0Ye>z2*}=YLao*1K>X?1uN2niGF-^#6im zLgEf$JMaJ5okDcCU!=3^i|EX7|2JaB;cJMW7~gw;&(Ew-{=N%ZsqS={ZkTleTMPt5 zhAX;ld$gjL&_lk&?R71=(`L58j^wA}9t5*1}5{IQ4;CR?f+o z0)fw3w*6$B=6Tz$*Hq7vzK3SF`YpfX_{~6cyiQ1&rY3#sU*ICfjiwmUendvJ;1ak- z>x8ENtdA6v(4>^@`V#%V=|pYnfuScybNVZa@9K9qUoB_BN_>9kGS$ph++S=eK8<~C zJ?AABP_l{8N4;IJT?1otC?H=RgA3y6mN*h64gh+~P5 z0rF1{F55d2vs>Pu0lS(mbR)Vrxc39DHyz`lW!k?+Bq+CGyK9?BUtubgZZKcfrw*65 zZ6UtIE|;6x7i12HU&6SRwr{TJVb#Z89Toqtm#Svy!)IjmVvV(blm**2KL+U(C#J?A z6LlL-3Y{fQpKtyhQh+42Jy-1e}R}>U0quMl+6@Idl_y@@?Y-|fFA#HeRFej?fm@g-5VRI zD`{wMWCYk5l;lyNLGSIG#xY4x3h1jg4i|8!Kr$2{_FI8k_dd3!fiHE}R;VM0E0 zat_|F{1#Ld)BvPKfHgEySY&e3IPV6olu)STB)B+bVXbg=zqKs1($GjkM@O&8?%Llc z(9aN3S9jLa7dmuOl~%C6Y$8#4{^Q_qQB`59F=_*VOv=jf$j*fE_vR^=kB+`WK+103 zcU#1m^OY<4-vQH?=Ucrp1%Ph>CJr?reX&^%0>>XKV9mXyeLR%hw?bZ&@#F|yCngXv z+OscFH+uiE)0lfb&35?eY5{m5BU3A@huPUWP;?J#fD7+rV~+7Y06e-L&8TRpDAW-7 z%sDeBq@$)rn>Y##QrVpm+K0F@TV9*e7P|K6>!Fj1?iR5T|XX14X&5WxHe}JL6y&>3^d(4lMib3An?^ zlf6)nDg)otk@@}$1Nqm222;A5U;U5X?YVI3DJ)XQSlQMuNt}fY0 zB&ciB3P)e~v_Dqm^vRlf5u%KaQvOvWSRG^4jHUs4rUvoEi=ozdK0?fgjBCMB%!TNv z9VFzgESzv(r2G1S7~{=?~FJ;muLHcEV=OMSpK)jHv_8S$6h&Bw|0&`xBe zj+LJo!s&{}Z`eVJ$vX+LsadVlTVF);75Pvi)+opJb$F9U5; ze?+-&5QLrcHGrYTd6M*$E)aY2nx3oQY`V+uWcH<*tvldg)Z@b7$w+Ng$S6m4fj6mC zIYEH+|1Rsl;91lIWc}VExbEU})_p*vb!6Cqp#UodV2a05i27e{iUUgb<>m14@!;UI zl9w+2Wy_0ErhFN-}$HlL*T42at3M0F%+6}PPA&~1`Svh%m)Dk<8b6ZKx?pBD! zw70(g(C8?MbS`9}qrlnU((*jSePW6YqQRsg@|TGbYD078@ExEm*vP*W{A7TCs;jD6 zuVg7=;@5YafI9%*5{ef0VAS~@Cl;70MUxxrdjrJNX* zP0eoc1uf@mLyg@IaULbhTja~4-1P1(J1h8Z(E!wifg%0P@2$MNT$xnn9$f*F;fk6(nN~!{ z*~1;$DOdH|*Bc}HYIu4=jl8~VTkz>5N7XraIot_4dQU>e;g{HSPy~UD945IX%~k!~ zF6arD7&KZ+Ri8RN-ezC;SOZc=CYUzb{q}$lHUQK4WY$A`LVITeT7UxuaU6Li)gUFRGXcf0>LT-?*N9cp3b5yAX#pv3pH_wsKD`?X&sRu4^Vu_+? zYjj4iM1b*@b}dXH8oW~q&B1Waa;>%9{-4zmH>QCsbAXfHnezfix2umV7kMD_q1hVV z5acJUCYi^`bZ=8(sIk6n07JA=Uu`oj_{YT+cXZd8bD{=K!D00kR(_Y%Q9y!a><^aa z-eFaRrtdEFPwFah@P{hK)cJBb^H>dRHD)eZuFH?BBrm+73J?{l7<3K?0F;fswTh;5 z!xNf$zL`awr|Fwi&7q`o^OQ(#K`F^(Wv;VWqx8{5r1k=;9QTirJW@MqMA3`$PDbDr z@xy&`s0T+4he3Rag&jV#d8qNHZag(4YK3WT?(_*}D$FrQo~`T?*$uC^XX7sa9YlxK z$KDe@f6u*b9}%NeJKMLBu8qguoau8_@PC0_L=6gWpYHDHCLymstT&0+;)_m0_<-DV zd%Mrxb=m3ZDvJGTD;NzC- zt*u%)FGVB!t>Ix$hYPW9-xNV|-m3X%Vv0`JJtOI?HERndAgOlxlK=2Rm`0}9GSbtF z54_GCyCzzys;YSSnt{lbrPYC(#~lkx)wJf{c3+Cqv$M0OC$C)wrew@pOqZm#DRYo! z79_wM)C6v0<)Uft>H^lDx0O}qDC>3WdQ0BS zZi4_Te{DrYlNRt#I4#k?-tsS>`ZoAk zqQS%uu~Zp(E3Ubjv$S1U;1v{Xrw~@^{6{GuOau7o2*`RzwaFYh$E-l;zXTXe{rnuQ z3u{VRI(~x#Ot|Tqu{u}RmIt!#e|pn$im*<+dN~b9Cs&r*2EbNk0}AutWtPI5>ySgN zx%U@g^N47>yq`7-d3*u_sk(a!W*Z1(8*<*c!+RIkd-ur~Ypu_3?Th|UUT4q7UyO>c zS9pdo&kdf)FNr_;6Au%Q1wI=hK!A^&YT`cRZ)!Jc4or?1>p(|@t@cj0pYWAXg@rH7 zp%b#gS7B!-#YivQ=FlrP{{yL6A1pIsI{cUQwQ|us9;$g0&EPyN-|dB>2VFa-0VY1S z&RAuG7#}8)ZF}xbjz=kl;fa<@A>^Lgl0~+GF0ZhKt^H5me02RGyClZ}M}AcwxX}fu zJo_Ux=cbAtWOII9)S%G^t#|#>>W?p4Xg2#}PXi;)Gc5@GRXnt_rY5Jhh`ed6&IfOk zJ81#WRE^jLEEwT>G?}3TEGm(w2KvHHeQO5n&8FkI;Xl_q1QDZpl3h84vjWNx`^1u& z6gR9zX@wSkBdSl*345^gmvXCrKX@iYkf7u&YDAl9ep{h+(^?}Z0Hg0p>*pyi#41E* zrChcl9d9f~H9f&QfpHcB};0_i$Vdf0K#$6@{Xq}l%8{9ljvXW-|4 zaPQ*f#Yo7G&~sMo5oH-lyj?o|zpMk3Y0kS;$l^ahb$c)s>F`*62U5o4}e0fvU1 z8hTlonZ_C)VF8v;Ops%9vq#U@w>Q|+hQs?NB@@D_=qE4V?s(Im96WOR#v8WQ*734q za*<3W&0Il%U3|8x%D&AfjiiDjVV++$vhpi}=K=(RPas!b1`>NKJL^hDSOqe~KzRo@ z9iZXbK|9yYRW8$-SLh|RYybT5gNw7Sto+2%Y8l0Tf~)>M$tT2tg^g{Vi3Am;klx+b z*B78BstJ5o_3_bm*YcO}V?tTh=A);WCxn|JBuo_)YM)c9XWVQ2BVk_7L|RnjT-s1r zS(&X|r_7~xvu$y6bAG;ldits?>gD+FW{7A0&g37P&}S^f%&7?$JbVJe-GYL4K)#L5 ziWV?H^xvMnmUEH+TbwK0@h}q7(Luc*Hu;v}`RB)p`ow6Sz!}+^BoHTzJid=vZ@4`z z8$BM0KyET!QiH3qBssf zuL1g)^~}cgwQ<&4{hoZP4c|ntYq;%7o@3MwH+zWi7WmN%|+&EbjJScD6Iv31X? zEUFOa$#mp5s6rpKYUG`}iC>b!sYkuM6`e<5Lo(*|OKjOEX>xssy2Y8{l;G)#8WiJ< zWi`J8N1V2z%4yi}!pa2Akb1~Er_iEoTu?J|O%p#K$q?$}UATFqDc4n&p4ePXJDv2{ zjEph2sEcqf2{v6IsH*+ol^TMcz;KM0Kdv_P62@Pd^NTIPmtXfAA=aH83zC~F*Um-6N3EMDGc!*21AdKeLp}yH+)Xc*T6cY4 z7)&~GEq7fHG+1seDcwA$PT+2`O8Dd16 zTuX>H^|DZ6=zsLPu9Be1%$Y1q1eSN9U@bI$`2EU%HcZCOnok#P?g`y9WvkOg8Z?X2 zPdCg7qJ#BHNkrZz=_|<+HjA3N{IJJ9;C$hXZ*DOGM$(}Q=NjG%Rc>Jxg|$$kQkKvY z*{pxpymy}UXz3@7kV}!y@{3Uvcf8wbPUYYnYO25=)iM_NLdA@EU4I16E8eROpBnu= zN}ck7I&(`^sl!0?{!#z%_C&M;eX08~o7Cd$pGQk+Nak+yB`hyv%MmuOC%?|V)bPKl zbss5NX9JHeiuLmx!!2Ps>ehsq!U9Y|reHh~Yp#5l@T6Wh$A??B_0 zeFwBmA3A$gXF2Pl<{4m7_PHo;D_MCVUv| zN#j^pu0ZP-PW%-!!jq<26jC$mEXG4RU{#=?H0L!a91z>Smr+v?DDMzJVpH&}i zDG=;`Bic~!-%Y%CQBk@8IwLA6>($(kP+*eb-6_Jx)?Hgm+%cm190)0u&iOWqmVyYh z61DaAnmV@asFzxW^Ko$G&sg_B6cs0c1eDt4Pg-E_LP3e-h+E4Jp&c#-n*QB+#kG$ z?IOA&&;OmCECeSi-O}FfU}dG9ck74n>CDQ@ ztEdeuUcjQAl)`}bZKZCscBb}CSbn&%HYmN1Z>$%RT&>xtE+@47pwD_?<@HhF?I7Ul zF5q$8mj;auVXZ?k{sXllUq~*Uy--pY=k{Y zr&4vbj$~@a@@_|bj|f7Gp-Q!P{Fv!mgd!!3-?Mp#Oip2CD#0z(D{)+~x=Z=!YGHWa zSq`SMa6RIGhX*XbdIe1&8Z=ZOZAFWoJZ-a0i8zo|W05z9&y(ItO(n0i&#+9uW$>DP z4}V9oK7-e0S61piblFdf{d+|Dz|~8xlz*<2Ka~3bG-Kzy82`KM&-FW&H#z=yPsgb~ zCdumT6)S0Z{1dV$9aK6&9mkV~P0uIV%`Ygp4y0{VRpDc_${RO(7Z&cfwq}x(HP09A ze#^DH>g%mcD-6{at-2p~PPeP62`u6DP==m8z%-fKRYdevvUNX%OS8(Qpi5tZ7z%J^XEv{42+}sRk zc4MQrAbeECrp`vdsIs!Kq6tv2R#s@;DK?Bd7w!;m0Q0=eXVGqz>T(EZG-w{!6554k zRW~j=!+A+b^*e=Obsw&s>u!MfBz;ci<9$ih2R4k@s4|{5zV!}GBUK>|fiwP;7mu+0 zwBO&_2_WbhAM#f^Qv5BPj0UO|OZAsZELB z+m83@q!f(3jzUYFCvig;HHffw|!dni+pN$FqF z_LEcsZL2L&%E~??Weg~@kuQ2-jI z!Uzot;i(VI->n{RvCIqS5j3*qK8WEf;We;|qY`rae4m`&EzJ4u6ag&Aq|`SwP#q1G87b zsVT^(zWxT_{F>~Jj)IERDuJV*TORN=(sf*2&ly0m{dWA;*vQks#;6upDkRt@7VP6A zW#d}v@l#}oldpMtY1;WD+sDHmwq)L}G8;INONE5%yTy&_9vTO`AvUxF299Y_HI0&z ziV|{)+?st$GlsUbi2Am+ni{~{?P_LbW@95yT_|g@LOsST(^OO>%vK#p=c7kMPZ(bU z4+EG^fRsBUUePqsb0~ReP>v{M2?F^&m%P)`+37-I_5B&;3o9!tsPUUz5xBL~&&I_g zV2Ya$7y+pksC@^%=+=uhI~uMX!6|s+WNam1a1|Jwub>aDWSnNaRr)73YLR6gA^Qsg zd0WTT-J(4K0p7#y?b%tU56+E*wy0ox+pkFZi`9vv(_>(OdlG$P9L8DJXz|Hn6Afq;o^m-@Kz-H?{={VvhnyY$N%`} zkpEla+!S<4`eHL8)}J%aJRz*)d91*)mm_u!7#+-FN96;g56Fqj%~pM%vuGUQmSE`N z-mtHs=sOIkI}HmQQCDyeb!C@H`=L1pI!g{wY|V;T_FLbs9X=!JX9a#73c43_n0CdA z*xJL{+9QdOYfd!z!kC~H$O}h<>A2;{>N^ZySn!Ea2`&oNd1yM#mQ5#a`Fg%oMWaoA zvjdV58*4$Gy5buFf{($D$BtQUg;T*VQHmTm<4>)ELOOZ9Iv^^V#pz8q_b+LX5?3w+ z)jo<|gfa5AhQtqChrui5J_z!Atp}F``x5huo>_YQ+BE)RZtB$3Azq&4+t~Ya700?U z)EAAi^72>Spu2Y-6INgo(KJcez(^40g3@=5Ql=)QKA~cG>RPq0Y%%+ll-{*JdW>#4 z?td5I>Mxx{v|ObOJmWkmO|xII_A~7Z!{rF$BPHDn5t40U?_6NJ?0fcLcHQ*t5P;w5 z(o6TK30pf3sJZSWj!z1DAmBB_9e_m_j=7tho$YgBFVYd{pvg-r02bJ zetv#=2{gKlOfW!s0*aA-fZDlBB@sR466~*D=KZy`w=np~MgM;(Qk4`$MC&Un;826# z`el6?r!{X2eP%8$%zLg%?&4NfQvfpu6K&F99=NhXrvVteqN1{(AZWDS;a|(wiJlww zm>0vBo|2MoPPJwr&?pH=zkjlBIPl~#uu`QmGfXBJ$}{A!kL5ssd-1+9FgWA|%|L8_KRd6$*yRQ>jT~m}93etXFDWRW%*B zF=SZ8Lma_Qre1{hH+_xd&52MDQOy~I$f9p3ZIiEOt#;aR)h0S1Oe2Dr^S=CSl5kwp zP<##fVc%2j^Uwy3u(8gXd9~)Rb!u!t^*~_&2}AT3G-EVHz3<;7nAJD!wsn8kX3w5J z$FnBHtsL!b4{Uv9-j`8aS7Li=&qliEp8#WhS8FMlJBI5-x}|jcn}=K5VCJP>yaade z5sPsjiFv1pcCY9vOmwo9*D=r>KHZO2n&){kirgo zF+`Pd0cb3pmE{c@>T$+ux~c$4ptZJkM4kOYUBH&}L>8Io4wi)ZV9~8xQM`9}(8G=1^^9v4%&<3Df_QQ2uL)~oskI+ayr-7Z2em3$8K5D0*qB7Zihx9hSUs%Gy2SWl9rZC&}_zPb5b zn9M!3>#rYe1FZ`^J&s!Ly%U+bl9CydRa=VSB0t=*&`G#`1w$i8RsB0}O>HA{7lLx& z=(zXB6dPRH{W{Y9xH#o^j=1qWSRL>L95RH@+=HRRrj7`Gr*e?)olr0xe<7gOACr@A zV#lJe4i1S;JyKSG^}TibMGFI;hGiY{3z|?2)3g}D1BxC-7&o{x(eW!6C4w$;#LF}+ z>u;+7OjK8{&jR+Q)a$fJAI^?&5Mu5{NVnX0VYtsOuyGIZ33thq=PwM<&L!#MP;e61 z`KjU`L1J)iMQ4Hu;WO`lF0Fs_P21Jb}?fE0F3{W3qgT`C8%{+lJ%nVG8e%otF->a zzKBq(b8Xi7LOi|g$Uc)rJ<|gGZf*i1z_#)A{oUSP+}w;=0nieAn@2M$WeXIN9@6j2 z%{r{vIXTM~Q<;**2K1orCS!uAGj)3wI_MfnQ0G$lYwf(sMg{Xc%$t_hLJMkxsi|pKQ5f+yexw={ zfEsI?uuFK{;#O#C^tEd@Fs{@}1vZDE?4lpGAlTWg>~tHr+HZT1g$1BD!JI#sengfW z25{Cg;f(_G@y)_{S{r0^t2d4=2Yi2u=j!tEsgV&o8yjHh{|*9TE6vSrd%L?%gtu;U zrjmjLi~tlC$i)l{6nXo7Grj=Cr7|P!Qh=~XOun(U%#(ROw6pLqutB3QxO8+us+Cj% z4RP4$nENln-8ZSZ33&4=#3%1tr9(~K-K!Le7p>iBXm)my9sK#`c)u%jDHPFCgU zH`m*D`6-uI=HwWy^VGn9;2K!uI*UbD!tW|#Yk>n-osZjqVARLl0dRZn9_IZUfx;VI z!1JE++o!bW7iHg@W#hN;qg|IA;5jJ}^n<_fv0W102S%^AFM>)$ma0pZe>+Pvw_jx= z2`kqEidkp=55xG}Cm4E?!(^;YY(x!#r(nJ_PoPFpsE20j{W~`Fk*Pm}^`<|4u9|`hateUnHBvs4*Bf${3h3;sdgA+Au@zNGVY? zC8BYt6ubBoo7kkA(Dr8cHmRwwBPb&*#qU*guxm=NC4YQZr@feWhdRYu)|l2evYk@c zNHspUA0`Jftwv$k-+72&B%u6>bIJzQ5YC}V9r&=Wyx0~#EYq)^3<>qpBe{h&rXmsc zz)zTTSlkv5z}-$QV)bQs-)ruvC>(qhD|_sC1Fpzp{L1!UIOp_9c~^f2oi(&lw-1&I-VvNFLYNI_k6NX}{l#MeX^x#YTpU@W!tF zM93_3Vwi^xb(hZWa37O*V0{=_F@HVTG;oI%93yfVX2*;?DQP(c*OTJ^%bvE zu)v3{+z+G~@mNk&BB!4%9*+XDo?orHUq+PQ9N6yy{7zB-?bQYlX#Q`V2gvj~40rl5 zsS`Q@X4Wxp53p1wSg3Mk@wh@kG2I(j>dF%kEhX+m)CO)nJm^TsMFw-dzP>&bNX!h7 zs}vR2USFxF)u392*O>i6Rqz8+*ahp;woYt>Btmw){U$2^E?0M7#i(iWvh(+y6}(8H z4A?axVEEL)*ppG@GP7vrZ-)*gS;miuFT=x2$`v`gy5iL^P#KfT^F3%=*`m(oW@N#p zX(ws3u~id=uYA<9b*-uGT3cT*)X*rSSN%fQ-j3*0Qwojc19S%!GifuF`qEP35}<&GgJWdkoHlX9^$@E9)>IjA=YPu|xsDWE z@kt?A1Y~OH0dK$g?d|J)(?4WYI#5BCXw20qC*}3^DE3`$2ltgeZ=E5Tq?xaOJy=vy zs z|DKRliR~o^{x}Ci*axA50Q-=bbUzb|JnjQ_8VPn%B+U#HDBQv9E0no~N>i-`E*FgGW^|O!h~_19 zpgM-eVd3xW_00rFZ2rU|-6UqI^goYpc^H@P8VdNs+XS0f%265&8F(c& zSXM*x!6tXIjUHf%;YFQp2M^}^M>H^p@L>q^caPtXq2~Gy(|)F&#?&$D5a-k>FhdG5 zN<)ai3ORl68-n`s+#Ekc%gE2eaO?{@E!r*l6?aT1>i*nk)%_2sIloi( z^gsT0^8a7J@#)X`4R_L$kiICHVe=FsriTin*3emQHLR1Ko;>aOgx@p40N@lqikCC?F* z2VvrOE%Y25AFm`N%&zFAxRJ~Pyku_itL4_cJ^YZ65UAr9tRhEBM9GCk9zsGu%hRiX zu6mI1WNdFAJg*W-uB#~28Q{yQMuBS@wHzdpmKwaiMqy-P(8w^SX2^fue4=wX1-lm5qtt*eCApOyY%1QLJWZc9#{N(xWm$yt`cuR;0_gT6HIA!doE;+RN zzoS&qCqgaodl9Nid~KjhOS^n%uCzjl!xs$`Iag~0=|zPP1;KMPA+uuHP_olb8Y-4) z0gQZ49H^Wna2r3KiUT{uJ|tZt>7e_=(b7p7DTcS;kh()R<3c^RN(aS?DQsp8=ehcZ zp$JNeBHFrPe8$1uG_94}G5Q?L7%CgykwoN1JoFg;%jA{4TO-iR6-mO@7u6H+rpF>n z%FATp?GJsP3TkE+e30+Tqx0x;4Mdy)&aM}U=qa&yQ`F8w0&Ymx*B-HM9w_iPZCRIy z)zGl%N-azd3XW2?GPH1i4Ey^+8!SfY2ym5F;A)_hr@3`soy_u^=EO^E75^|{7|xKu zT+tF?Encw%;-L_Zp?(clA^iIL4&C>c{v|%+q;U2hYY7e~>O3Mne5^>)nf%L^rZ$No zII)}a+KQZCG{xS|@6utr{bNa=q7C-GTf;#P;k5HWy^yM*5MZl@72dIChU*|=<1>;L zS2ZIGVXT^Fl=g&Lhxw5%_Uj`*g4d8ZChNGx)a$sD5PAxp_lHHnUDiiMlVecO@p0U)c!UE&wIj}`fy9)iy!KJM(l0@t9$YNv6 zUDK@|Ukp4g^;Y-BL(9L{riOGT`aj_w1U#=|io6|Fi`*l>%8n|q5Vj8Q2?JSt3ORiW zc<}m8)tZl179PD_ZS%R)4QIxsUqy&uc2{1W3?O8alP{YL%8~xPRqg86+F>?l3hAwB zYvbkTH_)Fep;sl`WjbFS>2wp)H#R~ySm7aw09V$IV4OnSv;Pu(joK>;{RCTorId2}?iipok^0f;!E1*hd!T`?FeADJv@II!7M1J}%=7tA;~MAxV% z{McMtn(Q-1T6BT~Krq|ZmzVt>?6st&7q71)LyDVpRbJ1}F>*>4wdwIdDxY_EJ2~X} zq-IuDFrH41kHycW+d&k&aD25a@?Y`Ge>3VwcGt=^17hqw!F zafLKyWn`5C9V}B!s!7%wa%4Te?v^={N5 zww0+3Oxa8vt#wLgyWR&Uehj9xK1seq0V>qBX^M0&#Q1sF*jIBDf(B6pCj}56}zc3ve;EezH2G+43hD{Ds?1Sy0Rqa8KcSE{`c9)54OTlv! zrrPFQaXg0R9>D$t?SGZDo5oav98X9S0#zSK3B_QIg!E(d5@l+jv%jOHcIzO~yoz?n z;19M189p2e0-jZ1^$fCLR4jikksAjG%C*&CSg|x>F|1)wq6MwHz`1gh2{rTW2U2(P zhu=&ZS)15!7cDWhJ4D23gHe-{ru`6GhYAO3Tv~n_)?42%j|2VT^0oN~$mJoOJ2PB6 z(o_7LJ2^u5az38IlRCWjUx>o-_ESfrPb1L$4g2WvGJ$=&;VZ4i7FD1<@iGVBqs*-W z6B^vhV|XpQIlUFg^7%k4auk~2BRO@^zSxxK#`ZPQ2HJ@mWB>;q zmFzGs!S>4$CjMxE^f)Sphdj9lw zp8j8~AKw#sTAEBiLz~*$p|+K%H@|?ERg_Gub-QpEhHk+ z+d2IZ%2>#mHwDxr#l$Gd7^$jq@$ynpE}ATbC^0gXf5(<6+;%QBnZZ9KpUB9})MRW_ z((bCMfn!93PsJ-|WGs`Gl8Vhhxj)`}{<#Er4I**e(wo$@wTc!sHMJJL)Ta2|TnKhn zn1`9s(t=0Fm;(O2@Oe((QH{l1BOZoOah)aY`=c7J35Q93^0@d`fUEE&hT}i_${*&~ z6{WNB#DgF8eia91!G5>}!D>5yID?AB)(Wks&p$bSV(%Y?j8lKWj+3hD$Rjd9G~ooh zN5e=6KcEuIxxv-IsMARsD@U~E;JM+y_9;e2foVe2#AKbe(iv*CIdL5F!2L$i=znN> z5@a=6zvE~mgwo-x2dC~3aT+T`bf%Dapi75K2a7{tallFaEct%5IJ;d99^4uoc)Uc# ze*Z3FKf_7~Gxg!-6Fsf{fZ-u}Hq?~*PE~<&mPrRkK3Y3}jtdw=?&cx<#!=7&gf#dS zMHn+fDW)wr1Ivj)kQ>%7VIs-4&K9)>ckJt6K}zkRPH3}=Mu~%5OMqUBsLj+FB)=cB zDI`AeHNcjKhClmsGRUYFJBZ8TzNuL_#vPofEEJP3;)~nqfx{TjgOuS(%tk^vQZTRkyX^|e#MY%@)1E;+Q8)u( ztaF)I3zZJBiVxhN($q>B){bsrA`(u5n?a5re3ZI-!1~D7vq7VUMqoU{2+hHBL^UqT zvzjZQ4W~mGu+%3Hr_ZoG#%ZgF-~vURE$r3<@%=_AI4l&@bcX0NBmqddD)D*I0;E}J zm%>)2AbQ=?Vp=e*73_7j$vWXWvI*!_{2Q%dcbabqm)rGRUAEqTCRzn7z(gyl>HRTX zFX01d%6j#avf&D&{D%nIABJ<&n`w0#nQm-Azon_Sx0a5NKoPlGC9NT8-uf~}RIKv6 z2H$FHHhNxFxg7~WD=)tlYx?nQ*+YY+W+6-)>-wB8SK?8UdL497KeM{Q2N%rBss$zA zo1i%Dr=@qf+hC*Pwx-gqxykIb`4G2_MR|lBfzM`<$Pw;KK`upd1bzMzn`%v~@ zUCE~OjF?~rBXbUfb#+01HY}I{Mpq>H23`1i3Z(fGzVjQRd1~J&&j8a-xDMI}8C3Qm zZErvLTZu&=nP{6Bz6^&mbe6Zcy^X`p!?#dy8Xcpsy~e}MJvBK=#_LErA{i8(sLrLS z*(e!SRI`v(hn)@{Vmt}NFc%cunl|I6e3SGP!Jf5b< zFUfTPvP@RWC#wLq2IKkw6qB$0ZwTrkDm~V+s*7og0?&+&Kh9L{5hb84=b$07s;RTM zRmKW$WQ;X}BHN$SX^)7o(-g?NzivDd@WfC=WK)@{-4>O^xtf7|6@In4otc_9CTr%0LJ-rfC>Le*PH#M?#hO2oe0)J`_|2 z1!-9u<&Y5}R*F+(~o^-~+VY`+HEHs=1r`-0gV#ldV8FK6~Gs90OyvwCivZoLg7@~AR zIxarGKB?&i=ap@;?d*@=K$b%LI*MS>=U^N?Y-aTo?#~%%*<5a?Z|NBhdog)v)@h=? zeBv3?q$_cMC2V!TP#|yAnW)m`vno0mFFjCzWpNY9UKp&vnORdtg!*Y3Nn(16%Ivm7 z;h^D=zIRF`s{a#1V)KR--c(kecdS6jUoZ5zG|yB)-^qDwJiNX)c2>$4EC81qz^?!e`TO^8 z@R7m-y?z!SCZ`cHh4XU}AX5tS^1?eVfJS@wy$v-3Ha0J(>Cbels>(7mvbN6Ws8O2+ z9+~kWGa^1v5ax$lkhz4sY%P#TC~a>i6f@M(K|3WQ`TcqEWw!maE!o#%Bu7w4C|RyZ zssM0kum9!JdmDd%?k+F4iH@G2^k4^2?uUbeKk(uvaD1)?2el+567?$KL#wK*aWPjW zK9GN2ix+Fc&~(8k86xVBWYU|w5eK}m5+TWjGv&oi)8OThs00*qWnB1JI;h>!G|MsGo((Z}$ zm53*QAz&OYnUF2W8MjM z$Phci$;p`*ZKQJIR2#~@kTGKMa~%8H5{Ys0(Bj2mfR#}0eqr7;n;v_jsvC=#9B(!Z z=RwkH&;}t_1YnWe*W;&MV7sb@EuW#~q+fe5;N}lc%diW-k16(BW~l99;x=y%>~|9K zrVTeoQdS^KA~__!81d`2OB2lE;0Y9Dx%Z~7x3@y!wRkCgqP0%ZdQm`HT3A=I&>5Zy+{9F59ufy94lwZr%r6A>Ai#6Rh;AM3BE_^w`c)#qH~lA9E?m*<4o1$fHmw2xi!KO;Wm zJoTbHon4Ti8Lo9ks@(})takbd0dXHhwgKO?%GVN6&Xo&HH*^dP8y>;vHZ-oplSs3Y zF$I=X%=*vN;CDu=V=I337rnHV?1Ap>t_|Wk`EG(8Rv)aXe% z^9OZP4nojORfyFQb<+i@xu~u`TOFUI&INb~ygi6*79OHHZ4uX+ey6lSR;QB+Dg8sF zP6t);XPG0+w}Z+EFHMk#ll~Jgx3ECQaw%7Zf?p7qGXkPA<;RB$bXV`?)Zi$14zQAZ zR9g~>N3tn@n&8p=O~qR@WQoa>!2H+|RlVSoBMwnGd5py|{XPe)Z(5N8y4rqFD>c0p z!Cz%RUbRsO9y+N)^k6^4;+fF@sKg1|w%bd=nlULQJruetc;?fPLB8QJ9^2ZF(l>Re zVG%2uwTM#XFmGot0_P6PrrkAR#wag8SKl|}q$4}vzJLTCj0h`T4%gA+Fgs2S*m1h{ zVymg__F*PR5wv7z^K|BJ+wOs=;@M1sieoGk&MZuiktQJxxfwp{`o7&>d9Algj$_+W zQOTtv4}YKb#IE0H!5E3`cR@gtbcSgonR>ls&TXi+iW3f@KUELc{^}7HA~>d*)2$-8 z^eToPzomQ3sTU#}TCf;%(9VZs8*rIFy`!n3IUxB4=*hc zsI0ltOOorcAHTng7pWC#Fp9T}nfH$M^t`|4zkZ%>s%vaC_gJ(Zc$R>20h+)H3hEm) z;MKsFJ0C^5O_f*sScZiGD~4VrMgzTB66Wmge*TWc=KfFAWX`S~A6p_;QI z-PzV>PJR|zZkA633Vvj+2wZ0?UOG*CUIv6iyzW*r?LCA_Yb4BjA_i6`}>Gq1hZn z!QS{uN;e^_lmVW|9K`#J9sQ#MnduM&uV5ThtOV?PZ-8O$%XRcvRB823@<;yw$@{mI zUk1C^*8lsyi~55JJU`}5jdO7TG2|PpjW83)))vrWr5R$HO7};QeM}E~eEVXeyRqgH z@Pa-*YDoCWi~GwuImt>&ep6Q7cm*i+`{$EQruOct)#Z%L8jyLOX(MwcbzEVxKFCA7 zznfcQaWNfV@#TGG#c74FiG!Qw+2tjYl=w{j+39eMjEt1g=Kw#yb}(QUW(95=2r3fn z)PBROb6j~EAdal6$*!Uzo|qB1VX5+n4Vb1Dz~Uc&QOF9bE97aT&zo6r0aR5KsR0WM zC==H;G;F>ru`>Mwgz+xc#=!9C$jKCs>GFKvBrpNngrwy7j-S1K4o=L@%jBf}=OQrJ z{`>c3RUdZ>*#i|a3no@oCe3etZxUnw4^3Yg7G)Q$O`{+oElMcTAl<1*N$Su@NOzaS zkP;#x-3Z9Q&>`JOH#l^6H$%s_-*e9Q7v>t6YxcADTI()W>v(lON?UDfUF_nIqK{Nl zuNKApJUvWa+^ubpu9L^bu~b1IJY%m72}ZibYf=xD6$ePj;>bt=;ye=(>{Hk%^WT2dfJSBtDnOW@MgUl_T2uyjo>$5BjOLHYG4PJ`c zHA+OvxJ9NCh6h}K;4;{`@;)t&B1aLnZW~;EY>HGq&tjxDa*`lh$7VSB!YEX7O4w$GPABmn9eS?Sn z>LueawK8XgWO}yA_91w+GH%1Us#+RMC8`XqDj=u77Pq5SYkhSuAPV~kRDL(B=deha z8X^nIRx7-JS7W^MqeHU|p<2{=G3zG5hZ_wQgj5QI3Q0CEzHCmq4GVyOJFH=c=$=Dj z4=-}nHf{#bArjkXSKTcay(&=YA(j8x2LIod%J)psCpz>4jsWdS$&h|iGZC98?_5h= z9hSu^SD}Xyd!?S4Nn1PH))@d#E-y_K6dLpma@ocU;(n;ef~D-l1YWS1!&UpOldY1m zB^;KW?djxXXXA9Y+`DRXY~n*lK_1^oEu_i zo^Wx;Q+4t9;J^S_THB) zHB#RUe_T@eOP+G5iEcFykwIPBy)fwZ7ts_}+lNn=)NF3}WiMaL!jym1Mw5Awl7bBD z$d@pD1#s&l-Hmrtbzx?({nN10UpOLFVi2zmFS#Vp3`uFv*)QLu4+IVW;dY(-qDZv? z4aR)+KmB!a()RL;JvU*$B%LWZvnby*ybV#?lYIS7hRAql;P-Pdvn<+6vT}i6U_y9A zkn*}Bd`ZG1eF%TUoy)&T!s6``LhTZrUCKVK2q-vo>69_6J+V=s{>s&19tSiMzXp$* zo7K}C#dbv4+RdPGhC-6CD5Qfaw(AZiI*$)-0?#Q)3W)9=B8I}0OvF{^HUb?cZaWO- zrijNhYd%YVhxZWJiV=wv#7SedXd!9N1#~4F626zFZO) z6$)44hAbw+cj*;vugj8VgbBaonW6339O4s1oFnm-l@%RpIhT6EObr?#KV7XCR|tpr z`8WnR&XIU=iJE{+L$XGmxLb&YEu)d386h)gx4?72!BOnyiZq??XP?vz(5-VuHk&|0 zX@@Zm&6sf%%GJu&PEMSx6?W4_-0hp3fmoonq}uVTC7uO`-A@_Zns0)sOy-wnmQVFu zH`dAc`KsPn?6U zy>F**Vy(?vU1L5sGXuPF+1b?-SrEj;JhQV6V=rSo!43*}{k?+w4g?f^v#VSmK`#Qa z6$3*9mWY%XB55#Zm~6m&t2?;3xbW1idFwknNx!QM6)$_e+O9!bJk7v_%`R*o?2KBu zN-hB?bdde;+M3PB^6ciUFP>&ICgOeOvnI2QtQ49C4}=!=u?LW^^J{W)&U?2+N1aQQ_e=E}-Ry&42a^}Az)gr&PIN!r8}QAvu!McwP>_+y zbpF`(10LIkAi;i;_MFDipT{+Y3e+iq$dH3PP?~SinpQ9&jPJQcTwe>sbjg~$mdQ{F zTUSgs`-|X8gB!ooHsR!S4f6e@=s?NESLfUE9AYr2Slg8(d{xuY(>tmG6MweVVI1cO zixe~53EH&?(+zDKJ$ z6mZP>D8ngCRhhY5t>#>HVa-fmtgsjDOD{Pkuon+wKf#nu`YAPF!D*4;NlK+nqNIVx zz$pjQ^v`{+1U8kMm%_@I$egI$-B)hl?21&|PNGX|rwe4T4L2(%;D3gF15XDHFiFl2 z9>7(^U9`t(g%V!epeD~4r(Q%0`FuJGT5sgBGoC_oduRrhsfB7Cvy~dxj*XJSsni zD*BXGZM&rg!8LPlk(nzY+c#OI5=n69=hk-PRGfUP0R*vds%}%>gP)s~oG<-i55-~5s<;)X<^~v>KeakT79&%v0(*>;DZ z1$4~Ljs0q|FH_6p?CSG2%^{SH0?R7O*ky$x83b|uIOn`o5E0wmdJ3oFgC~C_i*HT=y zdA?s%P@scSTh@1=cqc`S5s?9=$;0Na* zs;y@>&BlA%&jxzgJ$DCZ$JOziE5pr*_wP12Mh7A$@D=rrJ(awa|K%9%5vRS;s_z9)^WF&FN|ggp>vz*KB?% zMsdfri<%xQd7%3ZjCqCL*5mE#(s32HrLeTfYS|*y6zxLCyo07C!vCZxcjXaR`zO_SZ2 zMJHP4$HBw;dM|X>#@byu`G$Ix*`3UZA(eLs#o=udwsao85(6wR9N4*27}`y&$RBz` zK69()Fp-YcAE7scFZy$)3#2K(oU}o$IF_7aTqImW-OxuRMfk=b@<9cqJl(IR7_J9L(8_1Pb^eM}n@rQ$}SSj3> zUZ|@gQ)lM}4|Xo{oNBL=YUz&M&8nhvmJ2+{H;f()6%pqE0h&|B{7KM=xJWf0j119; z1!ZP0^)@^&P2xf5f29hd1xBw_1q0xZ3!j_9#78D&FIe5%m{&+-6DtAGR#jWXB0)p%hR(pY~qi0h=san`>1*9=S0V^ zz)zK=XngDB^gDt@&)%NKZ^qEDtu(U7#5Q5CIAJDHy9UHJ0NRU?P+dfX5_q-uWSOP6 zO$7`_eWa`VPf%RAsCIPema6NjJ$rrV!}CK+GKdZwcYH2Nc10MIbwEV|Do5A!!`}-1I|9EZ=_yagQmS?y4 zqFmbF1Po~G%-1Nvs)vco_y1J8CTz0+OGrV8rZumrs7vG9Cu<|b@L>54_;y{v&b7Op z>3nni{McMwb$zFI%Y{6F7tIq$sx8;4>Vl{hx9*9B!oBwk<2xa7>53)eus;Oxkx@}# zNmg81`i~~@(xAspBp7e`L--YE5&!JF@@cY6`Zjce;|orzkK$Vox#EbEt)%M)S+4(9 zDaBrC51g>`8t$rbWp>jY2QSc_3ETH040A7~k|`-zO?P^vlCIsc6{$LtXZ8tU!Ezy7 z$arj%ouClooe@xk{h<>Srq2jE5&9)h?eYjrcb=R**eU)8FziBiZn%+8ui*R1*K>4+ zJ3NQU@LaCGgKmWWCm6ol+1u>Z zK2_MoC10<$A+Q7KnK&sy?4mo!`RVRvY^e9tQss!y&qX98YJx!!aN=!j_d{RzyU;D! z85*i)p{OLH>7m+vdPQhx?N;VbT^5f)M%&ugH?y=9s!=%H&pKk^A{9s{>9HN<3r9uF z%)V4qB2%9e?4T+J8hIJnE&+iWcQ-eXLkrZm@gL%qHN}O5Dx0c|6W%|LH6tcgULv&h z^em_^!0Hhd=En5iz-vPUjo-+i3;NU-6dVlg7j*@jiME>%sX3MXeDNBjg2;UwLdp80 zYFPb6rGh(kba~+Hovjk&Z8I8MV{H#p#>}tS>Ey2?K6TAj9v%b2w?2hmJPj&n4cnII z=hJ(8ndh>{HO^cv(4kp7KYxC-KxtQ0RFvZyvFS&QeZwSZHi9I{h z;A-Oq9q;Oz_|i|sU#XWr*};Ax(jYUZucdZ9p|4N^?M!zxi9oH1R-3uoNAN3BrJ-F{ zb0gK0;fn+?{DkD0cEroWcsK;my#Cu_K;yvi3Pv{sU%PQDVntIJn)m#PSL>@*LtWjF z54m+dH+C8tK*_p$a8Lyk;D(s(i0Kau2!U(BrSaFVt%La@kop2B1-ciSsdzJ=ekHW_ zQws#@K$lBPY=A#oJV_w{7GdwQ(4gOSnSTD+w#dms>Yneq+Yk4kf89sVwzk?qu-F<) z?OxARkCp+CWkA&dNyLHlfbb(3dgk_mS>~GU^WMS1sMVQ{?bSxtP{vQOb{qbK!@~m} zkt$1PCcW`U60Yk(T%ywLrmD{A^`c4o$3RMlQeDyIyYN}%n)xqm+ez(ktQtGM>FsN22?w|MMDZ*VIf#3za0xXxuW4!` zKEzLFV`H0YqHGZFY)2~r+$3N(Pfn7crZLX`rg(gU&+^YTh~G;gGQ*CnPPH*=T)NI( zclEoPJ)HB|-LN%C5s)ZQHg4YxAs9B|zeHm-0eG#se%j`gx|0y!HCga1JE=89 zU!bzbU)QSY+Bx%PZWwxAIceZ~r<(h;K%~#u&Cj4AMEFx9#pFl(P1Rmg*u7tJijyS} z1Y9X6O|4GcJpG`B!}=NRN}uO^naxL)Cq6`e(iq6yN{+;71ArR7ekSteM8;* ztgQ|Cl+B`^&u66v5|&3sdTwul00zd_#LZRJ`HYk?hi(-Z>|Gpe@bmI2sSHzkl7)3lyxc4}PDYO!&REv9SS~hQtIb-W2YwFJ7tIr_79rByA2% zg5#19P`S@qSXnW%u^nu01Dd$A8XKl;UXW48MjEfSneCIeIituk{33fB%l^K87g8Ue zyO0A0al&>~1x?LK5n-?J@9{Nu=JWl1g(U@<>B$1K!SDya3rOng=7~QJudBqv;R^jC z*|{!uvtLTLAFY;Zw|90N0#CWk;Y{C~{Tf{zoq-9P6BpbE9xj|`ztjH_?+*-qO5WGf zeZ=u;T)}qb6?OA`D))5#FW;#Ld!JwHqnt|S% zT5?KviZhO@1o3x!t{0oD_e3z|vx>bu@f5h&YG4yFmzVZgV@*tm@AW^x){uw( zANqV)EJ^~It@ZuiBX%pZv0cs}EL?A8wev?OT_<-uUY%c{>f!=VNomN&)>Z*p0;#(F zu{bkBNkdawP^6w<<(QU{@iO|i8e)QKFd@l!V3wU7F#iMl7} zgGIA7PH)@5x)JMdq@mTZ{(-S7u|=4QU&i$G)yYZ0r*E*TTx%a&FDs|&f(kHm=L3WQ z3mo(1uQd^AWD#y}$A6nTJIAiOy!n(MRnYs)45KDU5&QGu+YlcgsqaKe$<>Vj(niSN zzVwqh3rny-A!E3yK!h)_`O{MW^THX?0lK=ex$5frFY9$;cHRQOVhMd=+-iSoE6G;e zBGy!-n*9rKgasj;s6ilN7u>kLe)#8`_(xU%jU77R(;ogdDcn}|xW>48t|=Bgaoj?D z4P~{TvsE=TC$j{)k9E*nX#6rad822q10!`ST~3t$b!*H5li zM-Ug{yX-7ssCbw6f0)wYdRy|$n@`%60|***Sg;z%`T#UdAe`_%b<%cr-o2ax9b&?0 znTnAx*5?`X?Ti`*28Ofila*J}rqcU+1MLST{^(VqjqFJ?;yC5n?Vh4iXG3FSuPo5s z`);}o%?cbgow~Wnmz%kmI5|7d*1w%vNFN_^Ru6dcN{!q(`e2``)}7o#Uqp~oSfHW9 zPq-#OzwA$ouOBwyEDxo7@yEs=ZeuzsQ&+dQ?_6DNzxZd@!6Oze)~b5LnBL} zI=TIW%vRRB7<|sT$rgu|REi+96_^H*l94&zRQSu{y9ZG@?0&GezA4sqKN^9&c9p-bVo=2|mq4M-PubpAF(uA%cQ}!YyUog1kDaS^<_)k1K4GJs0b7XSpcSpAqaI z95i@wXcmvMs_R4}M~)sHcAS5Ms=8TKnkb<=JK>$!+JJi(kPS=!*JJ`PEvAf4(7k|H zq{r3`RhEEv_<4AEcx7cJE-vm_e3*z%4)NSKx{Gi_3I)wAx+d4TaC`v)0mpY~;r#EO z@CHBGN^3_a3S3>Cn|q;`C6Q~Z-*f%Lh?8REKvFE!YSR2_kv77ySM|6ur zFa{)lW?EW7aq)2Pn=OmO?QQC!f+F9|eJ>VMZQlpN%?}DB9J4`?o1p5LZmwGlxsA28 z_}xNTS;i!hKVjPWgKVxR;w4+I>L7>)*j3YhUe4HmL@Sx(@81>>@G9TV$mlx;Im~xg z7~Q2}a&)x#ljZkt(wv;tCC*d-c*4WZvOl#mQzI#fnxIGm(&v|i*Wrl;?Kpn3tEZ;(R+w>f7bY_tK*eSP718BhvJ>Mc~%$1?X7wNYABG#(|58w@;jZb`&NGqBlnfq8`BDX?a&Ro;*GM)3z_(f25AZEXR&IS+8* zffeQ@>~Zig5Mk670z{U)t&CP9ZS}CErGJ*<(6zkH{(|a&ozbBwTbcU0kp8RKuY_qW5&Gs$91Pc_k!5CbyM}C&Ew5AHf zmk5Bz=9JR(A&$Qg*yfoQig<@s42P z&Fgaw;ySzmAh|&Zkdv}dKG%JZA=GG*Rya<}qUZbYi&rgWKGToaNN9@il_jrmsDKz> zOH~yQzc_rt@J(FQj~~-8eD@z@&5Y{(fG7q81^OY%26}q`P+$|=thKE78S}nOG@KAA z9$IZl;JI5F9^TJd+URt;F?e}-X`bmbF+PqQ%T-XFE-Y=PBqCZ_TRWR`9@eXM@ON7` z<_-)6C)W37cG1kt3>*Y342)k~oG*Nh1m)%A1izlFt@kJT|5?&@iBC%M*c?iqp4R?j zX>E=ETLOuIENS!l0eW0YOl+)y_i<-ZQqrWp7v4M;Cg$BqV$1ts_rnEXm@i8pE-oIu ze75~h68Z=QCUQZ+Ml!l+P_9kSKcz8b@TWYnq`1mR-jU7x#P`Fzg zE3#prEhwmPb9GIZIG~+AyKi=MC;u~EFdiqRXKnp_?zi2ck!=N*lYznF-tKcYb&I|~ zq<{Y!Ysd!N4G!X|a=wO_lyoY@b^WeLrD>l~v~Ou_{G?rAnQuQm9gOqC=PvLHQ`!|7 z0aRRMlV^bxj$YNs)^Sv4EJ`rIfc5jdSYSNh_15FK1ZaP;W&WB)6L(k>I*o~s83bKt zHMm+KZ+YYfU5yYZF=&DAO_ke2Pg55k?l0OJ{S1CF(Vi6=-0l4LGmsPMXAZI%nUJy) z*Q5KhHIA5)*SQ=%%s@Th?ft^;JRa|xDV-BJ?A zVJb_WN=kTkZBM7}FMJ;^ByOgMTUSe4?uBV7@1&mi@rR+ZNO+yIQLpXoJt3lb{=C5x zxijp0e_HCZZ;j%;Mchd6ECb}Vg8xS|8pD@lYcq^7hp&zQ%&j<&YrerdHHW^Big=1Bs9dS8sx0}- zOfcvMW8RCTYf6W%K7^%X)~{7u`JX>zIK;SN&EN<#x1iJct|d|aburngCHMgslW10? zvg=3q6AU5zGmcelyf3fLYFU%RCO;W-V0$v&@AdLL^dw#TK14liX5Q}_8$|!_BF&4H z0S%wiRoiV}WE(TyUO-^c*0u>CUZv}yGcr|3JL}bA{=q{qcIR_d#rfcm`~7K~nXv*6 z`@lgS3WY)-r|s?8XNlEPPBaQKuVZ^{LXy`I1sc|pG@wz}(-YH8y-BCK^P8AUYX`<+ zU_(0^CO^Q9ooL@J8{7KJjT65tH(%~&re@K{M38=)7_S}~q2%zs>H=9MzTMh8ZR4nF zzHlhB3WXRKe$Wo4qe!S(1@MAhQ9iBm znb+gPfbwE0Z3`@LR4!U)cIuH~Ug6=mVEY2v_~PRIh6WktPc$1ktwmF!A7&k(&@bBB zAa;mJ)yvqpu(*kb6)Xn|%}q%k7(;0_ja-eQZs_(tn9_|MZf&tJf3)IT#|^g@_KBA% zJlxv>>aS|gFi4|gTg|MSuvVX$HTzV00%si zgN+Rs?9y4?54ks^TY^ADTA~uEC#?-S#a)sPnDf~oc^RHKicOW3==C8}tq!!JgsJBC zG~Xj4eD=z_{Wb|x*TTZX(Lt%6bEcxAG7|O?UB3Rvg_IDzPq+73)k_lQ+Q~MwDtnBA zYKZm-jqODr!Z81DvT!hutKkQe)|@X^(Hz4n0D14_()_n#Z}PhFonwm-r1EpCg*Pw6 zz?&R~-#`QD_EiNG-Ezn*k1MA$1R=U zg*HBNBByUS`EFv5-J|f1LL>0xRU+!*sC|WmcCuT{Z&iG~ubrcOHUH0IqqvMFdhddX z-jgq>%M+$xpJ)*N_0&vfq3M)fh+M(>%?tH-wMrg!cWx5<+>QCr7VT0iy_CErl!`~Z^tgD*nX*N7l1r^ zZCzdS-r^V4A5(4jMj3hw@TLD&e|jEX+%!7Nqo(z%-iz_!AiWXTPj&@Y_x1*kOltRC-4jTivKz} zS%Qn{I!kJtOQ95Y>!m0Uk_{uZ-K`RF;zhZQt75=BHz+zpLPu62-5|Ngj(g&l0^>MvSji=;gp zJoy14v3C1dNN`NuH3>}qRwZxOUDpHVO$=CaTZ?o2)a|RtZZ)nx3_H`W#RvjRD9yq? za6j$a>Ybh{i~y1v>F|~0#&As&COBj+MSJ!^V7@+km&(pa-Z6SOGJZUkTlR@(=#$Y z>@VIIhlI#FJM+M)9u<9pOTr)S45SrZor=l))6V2xFc~=6ySP z^RH2hk;h45tgN_-cv~>FJwq!-#=QUTy+jTJVB7WXd6}Dz&Wyp`xPhsONvIeCv{c>f z(bY{&^P`MwfA4*F(b=QE!)YG&+%qpXN;B`iRh~N15abd11(td}iDu#EWPigJ`>#8` zBftOnDS2xYhWL9KjL9dFbC3QyDtPAGe@|3+ZM>7Gmw7dvoR=x=vm?ET5_Q?pQwYSG ziKrY;QJJ3_=KCR%3<-BT*Yf+}<(fQ1CFZZ^~fLi@Nz* z9~{`y8Xxx2W}cS)z{+d|2^Pd@DxQ3F$1+xX@f~v1hN1xck^T1$wJhZ@PkCL@M~G*;>wiQE{y~}^pDHmjD@QYio{sqbGJlcv zBC=IjbZhR}i04t=zyJI<8&AQ+KS;|mgZ-89mp@fLH78%-*%6PZ%ycigC>PlrT92ue zGmiAbf{iu5P4m`##~p=5X5NoTdal@eDHksB2^MU` z^*0M_5W2S0;92tallind=|>7i3S@g?!K3vdyYfrUD3PMS3|^_>VV>-w3TET6t45<_ z-MSgvCf7)*vJ+81rm?3J;Lx$K%S@&d06<UwU$x8C=uSYLB|VM0ux0SMcL#P~EzN}1Iy zfZGAU0BhUa4RDNBT;(GAHMYpu!{(2Q?!u0rHI*Dph}6|A^fI$C6~pb4Qc`B8xkUZM z&vT!}()NyxIVmZn>l9mBS*`dtP9Xt`>hJ$D0`^349s~$B9}pJIRAd-(y>WJ4mH|$< z@OOIJA1lksTC2>D*BM-&J?Z-SGYq5{w!f1GYY2)6GMv}?|BBwQmlz7-d@HD`qM~5U zPMa1_M>c^X&nt*!HDTcrO-91;qP?cZ{pKdb$r-24%#4jr;!*CKq5*7c3fBHz_Cczz zb>H~-kfH%(v6-9Vg%ei&VA3ucdf*54uxD2N2v%0>`FWqOb<%i9_8dB5Iyz%jW4-jw zsQH~K+VsqX%Vmb@(C*}GJfAjFpY`W_Kj1X3Z`f0e1?(5RHoe@~M#% z69+0cA4k}OLGKsM@%vT|uByyTnrZkbwc(BZ!@2$F=qN@t;p)MB14r}a3W4wC-|}*< z?`px~nVvh$a=0*vYnNr_7YoJJe4DsFJXt~$Mg^2jW+tBpQ=^BSSF}~6V-{if=4m5q^x2nqg>RA$| z+Ph%OC4yzrn)Hf=-X^bBa%i=2NLjZkBz}3 z8AnFr_LA#_NctUm>`KsIF9vGh)4D=OU_#6O2>0>@af&~&vhK4+Q>^A!bLfprT^&qk zZtQ#qIy$0}l6kDmPog=bF{e4J664`-wOXw*rmk7gkAim7BENpHvwJO_TYgg~n;}BH z<~=vLZED}jC*Yiy6_7KE?nn9kUC3{GCJfTXUfbFMQKh*LsxpdrsD8#K-9a`MT|F0y zkL2(y7fL#chr7GJU_D6@nOu1;8PIqM>*W5lwf`kW825+0R|3^ZVG2 zIPO5Gia_qaD6+3WGsT!qcL<-L{{02?C6Y9=9wZS#?(;pD0vF=k1q@tzHAJd9 zp9Xw!wJ0Dh}_xt>|Fo zttF%AP~V_16$L#SGpBxdm=-y#6)fdhd~kF>gb9`#cb6OKYDi~a=wnkD8g4Z`dQZC3 zq#a{h_u8$`Gd8v8!Yp?9Ai^s)daH>pWs8=OYE)YGENgC2Xn3IiQE%kr$C!DKp-u0u z!^YF*P0>vuY~M366(M{TQPb9Bor{*BF&3BxsrpA!mbtG9oAwOW!+ksLO}Rf8j)%HL z+*7bUQ?Tk&uN&-83b*?pemidM7(xzr-Z-;mMEw2TAoPDPs_(Lx()Gs0ochpT` z8{Ui%6f&L+pulr?MaIR&>D9$VXBvQfQhoseS;=Ax<8^2Qe~uh}4EHsQu1-pwz&|f@ z6pX~QxcjTk$q(QA8yY+}&BznUOaV*@+%Pk}y>qi0JuMu9o;PS>J}+59X@ofpl9v5c zZX;73T2aX^nNQ8I&bODZO}TEn$uww5(9zcr6X$QLWxBz6QC6__&@hm0zbPWpP^#Yq z_WFuN{S<2KgIBzIN=Hl3xDOcZMPXF6s3d{n8qxOjR;S0Hce@4vSZz7!V+9M_4g_fOv^_j(-@j@Lc%KS@2U?>Z zNjED+j3nVVZaYDJ~08u)Hc($ZGMX1m)p z+>)ON<(0aWkxz^Dz6mq%J;BlO!hZ4L=aL06GOzTOtcl0&Qw79Wu(bCA@2JoI+mhpn ztMA>|ECrHv(|0Ih$!4!Z$?+*8g+f=8oO1tK&6Dy`{0ry<=Cu5l< zxMQZn55urM$iN&#&w= zw|q*A`?sU@__3ZpJf}T!nHZI9fB@0Wh6xGv8+<$}Z7;kP@suWth?}$#( z!KZ17&g+2FCAPJ!<@s!E?FKcisVjSlM~7%IKNZFcA}gLVemJr3#YWH6vb>D9C3&CG zIVO!+U`!U-$uoU~Q_0QBkJsZ$BlS1b!aSJTFSxvf^OGUpSHFL5sEBXSEM5M}@=XKL z`|E!51yAHHhrZCosnpGz4{7b=ZqtE4v3mmbrTV48RaKDxy`YFClju*^4>2}9ko+=s zJ2n>ZBs2U}GL@qkH(cSATmSgzmODH$uGk@l?8Uc-HxCg=_hAGMx1M{hzJv@8qWq7j zkYj1qy#|OFt+MVFu!{pKNK|i<9=M-HFr$KXQQrhppP{X`Tt0m)`$Cf!IY#2opJ0C+ zlbX6XI?5*`RQ2a|EPF5Dm-ywvnYXo*zxp&uh2wHNeWfR6H!qLpAk;FPx*33b0M)h# zE6+odyF{HQJ$%QEYQ#zVoOBo^yLA~Ef{lfxpwM5cr(k2(jOVry@`_#ZzOk|W_ivK2 z9RNkQ|6##MTOgMhvaiVL2A%+|K&PV~i2j#XW<9WQi+5*t@)OR9g6H8A6z|Y>5=j=# z_PIGDUF*rb%+JLoB~K%BH8jFok;JPIJmjE9MNyHHp0UfPb7eDqrAwe0aEiC><@C8{eaq2^CFf+rXxfq|U7s_N>0mIjTYLGXAL z0RR=*TUflC%oSh>4v_%}4i8TyuqFVdk@VvxLDD?)rqFL4vrp%4PjbCgCG&1fNRSZBGmA zE+;_fd`WO{S8pt1@5OT~j9W4?GU)AbH%HSM(Zbm1=+#=RN>|sK{No;5ul@vfG>EY> zYPI1`eRHDMfe^G13o=JKQM^(b3XKaA|)3x8gS|bSl&lEeKW&eudsC+v=-}&l^`L6Ozhh1A ziyTWf2oQL=)7+GYB2Mv0=5<;X-e;d!36A&9=v(^2H$2p2cMM;+u_E2uV!Q$gaxl;2 zU@A^}8dJx4iT$4#LLkLFOUL^JiErS^Mnw-lN7aK|=>(rv9?Fdzcsg$Ni zOr0-J;eqMQ9j$o$?Cw`Wfhv^-!pnlzwag~(NNH9B=u;&5pKk$~BZ8ffoRt(4hU0we zY}c3|=&Ms<%pW;VDMg%pS}yse)1^+5#2DMr@pHQNgdP`(Q}|>I9JE(3`g8eE@M)m2 zxNo<3Z)_DVZ6%3y_tH@JwHY20)8IaTsxJ|m93kp_J+h9=xKQhIoky;G|62SyE!KEy zC_S4o0|T;Kn53hwCavDAudVL1{u%}wc~8BQFQ-f|_!;_T{ecCxC8w{crKci&wuttW zrf%ncA=%S*zM1)9GkZ?0rryoov$~?*B3bf&XmlqTB$pNCTk4pOo?5&jd^j0MGAdtlLblms*dwa=s0voZ~OC$^h?Ld=y26eiSqUf+$rFFMk?#RC3(kPCk*{Y zp9V33JX&@D-sIp?C0R=gy`yK zI>*JhqdI!`=jR5Tt~=PBy$>25t4$TKj+6pfa+P9ln`^JbChR>|H@BhTVS`nMRRAXX z+?)e=&p-U_hzAkLlTZc`zJtc&uII|i%GdDT3)~xv}ax(9*^91ZvMV$*2Y$sAQC|m^eWpvC)s=6B7x)Q zuq=0*8|X+L)z$JuM%-(y>a-h`&c4ZGWw26qQP79N;^^dOZFp;P&T(SozVB5}bGYMj zo>9AUhjg0R#JCjDW)jG>)Cz1_{F)T!s9_>V3{`Cj^m|`+o=j)IM2wfMkD-AcJ$#R5 z;*)%}&OK?ThEt%9AB8E28W39f$Z-4YO)I(hcECIBUT%;3j_2=d*MtUUZ|QjiGH>WZ z?=SEBZ*qn@rPI)ms#DzgN*sQPk($}uZLcpjy7>!1GeysKMtwMr*-TKbG)GU8 za|mxDAR+qSo`e{4{DP>RwVRz&;HE&sOc$>=6Nm3(ZX#N+rj=iKe`~qKQpv}BZyM`* zAh>bhs-YcNx+?$VrQ2}tk)M=TV5HO#9WvkEy-B;CRxoGkxwd6OEogmhyLa8UHm?f|%B;0U=nWb1JZlbm3y}+L*CBq$S#SAS0Y(g4aUX=|u{c+!VT- zwuO=v4NpT%M7{E<^UdW1xw$nobduxZCZ-&4{{m?$2#~-yXJE_&O^30cOXyVKNfC3K zIJUetK#}zahK4YOV))!5*haXg$6}s1sHv%?MLRT=ACu8)!oRsrI--pwZ16+vT!%(L z7)CA8c8~3#$CIWwl0?|=-{`ks+Z`wU3gV@$ZK|PhP^>$6yH|k6__H{qu=0;3?uk?> zH&11q*Ex}^ARiwnDTx^gpsYye#j;9;WXrZi7&MolxU8?o*VTRX+e-F2jV0!(Nzp0& zEMMzdh>3?&YBRF-JpitG_2|&$Np7P-+%0}meHxFe`rx>%TLKwrG_%LQfB%SoJQ+%F zEmBlQD={`Q8W&IXOGyJtB6%ITH1~7i}fm`o1|oKfma6F%RZ@gZq<2j>aRj z%ZtAR5M`v1FTV-i{Fv!FmmL!39`pU}6 z(a}+=eRCM~+i4VM$&0C}DVqDE5I;W@mmsnuR}&MAM~535SbtIo%x`S_%E8rl+SV9wkw>|H3RneRS0I+}>uP@oH1z;j67JdvMeZ z1%3+h^t8coHTVQ8vZAy{;5V>w;9pVPUu*SgX+y}KH+eiVA$L8X&42d9V=4Y$h{2}d zlPzQUD1RHtjmsu;0%-%m7tT*V6O%f_6!ICn4f{%Sg*mMqPs)u(&& zm&)wQG-I5DDpb5iVuy_r&pn7jt8Kt@`-wtZgnzWhuPh%gt|{ESsKyV~hTk$zhab(! zf%+%=Y(49O7+YVQ(l?Bj3t{hDHr(8^M7MQ(>7RJa`X0>#4Mj+`1?^QZe{B{qi5qIB zizC~;=_5bfTMYfc^CQlwXTJ$LSIiWrcciXKI2=r=9KTjtbnN7Hd~X{6x$oO| zvr*i9o(^;0q{X*#g`!N={6=p^sBTH99g>*%UL8GRB8`bAlB0H7APYzw4wazJ+gMY~X{$&&M zU4zOFt%jgGO``l^tT&K@O2mPg`>eKy-(uEnwmXye`uqY-+xh&uc>eF49Dpgzdkzs-Qf~FGqzH%z)u`QvBPSO-uT&IGA=#dAld-! zO!xEWW-s?YzkioyR`3#i8xb>nl84yKjre{k$L*kh=^zHX9?PnM4BiTxjV%hhm zVQ!@E(F&}?RFdB>wc_ZxA=x!ZhRQE4_Is4TU{cN5MsTmd*G%Fy4>oy`mwWTB~%Kdt>73Pb(BVuW?Qi zWMon3!MORtUA|RJ*zPe{j0uFsqqMJSD$0EM!0CEUArcdoAHAFrkh&#Gx57d6Bu3H? z)VJD0uKZIztMj?z$@Sn3IyPVOXq>3G@4AXdH<^+W>&Y+(gR)dDT>KY49>3B5&C`B6 zZ|v|knn?gJ5cU7@bPjHne_^}N+G(zmz}SPKm`<~QM3 zr?lH6@=6-5zT^wOy|{uVJp-RjUP$sMVbTzTS6P2RwK?!_jV5UStqRlyj@`U2*P7*CPdhKVr;;t9Gp3=zi zMpQkDpw*xq+}6!$Gc6iR%)o!f&mjrn{ewH5HAN}$b5`{E;AE?e>5J!IZ&WeeEQTP* zLGLj4{UJiLd!V>w)~6Eoynm6%eamC+UVkzFG9{(eN29Drj1p-_(rJLA*T&ZT7`DKy z=qb!4EYCsvrf_=2gSGDhAwwL-?-ICj*bDV%Q3Kv;&E(~c3Z*l@MyWKcq-bP;@!H4E zry2iQ?(?0J4AiRO5LC zE;RXEoq=5Q($WVLV{5RAkcx@7g1$MREb!Twx}8H_-W6)11I9*Kg)5CK*Eb*~#Th|F za`If53E>g5CyqZv`SWN`ir>G2{Ccl@a{<#9ybDPYxHu3izVOplB ze{?>IXmj6xI+`8Y{BQ^B*eC$AqwO9=-3^GOhvoXd?QKGB?KPlT!@7PYi=;grE#2ip z;jp!~9-Wu~B=dmY21*)nMSTkKJ8@Y`N=lRoKvi$r@{n1wqcjinWiZy@{^np>@L>nDcgYT zqpGa0K$^7xBIxv;ozgbWAx_~xEJo})4TKV>R;j!4)m+#czKL9BQWC^X!p#g2 z%fSIR1=j`a7y)|}GBR>RM8s;dV_`{2Nm&_kQFvvOI?&4jnzql(%%2{vc+J=-C}0;{ ziEaH_?Qek5AWJfGW|l)+xaw5@+#Hs>Igp=fzXNv;5y{Nc1l`t8TsO70hBESl=N6~$ z@bD0C9~L(n(*^jx3JMFW2jJl0YinxwUoS;|LSa;vmO}FYDG~mw7whfe1yisY;yZ6| zZ?UnlK=H@U&feeO|JcVq02MNjHR9T>*<*i>gv>wB0dflt`6J z>ki2Y>oEx3>baKVD|;AYl_**%`us>hI8hhKICNMRVdzS-@QAn=B-g{NNT26VInA#z zAUE}O`pb_0p|5=f~tb^2Ox=uC)XrKJUj;U!Re^y*aQg z6YB>Qy>5Hb24r7v|HdV0sHs7{?@@)6w*rdrUFttA$YTI_u3xRG&D~p;vS|Zk;AlPO z;<6!RiGRc;6FELR`v9{-C-5A`2j>o?Gz^b3m~}X7K3$%`6E7G`)x@-7=5yK<6dDUX zUR~V{SxQ?f?VQQ+cL0gSY(O#^WELkA`}jK$>kYs~6%{4zuOfl0BV@3>f{Kz-W_*0O zy}lFSzOY1NUYzm3T-#Yj10*kLIXW9;gF$L~s z?YQYwnKfsAc;)8e1j^M+=gQZzv011;tzLHCeU!e#?Zqq>KRwME#8~V3s#+-@ZXH(T ze(Dw%ZVqDPj?-uVgp*u|STxKl&IZE-qr$Y3_Tc?K5=y-f>9IJ-F1d|vV0&h2depnx z>2*JN&PRx8&kepvc7+Xep!@o?H!@43v==jt73!H;Sf_VJ;grK;bS~O?NQ}MBth>Dk z5?=~c#w`|Vf#8IkWeOW28>kHwej%SEiE7PSMeGnKM%L*ItOPezC6{oMKza-o6 z*Q3R;fExD7N)47^!}>JG)}NAio2UkpY(fpzSBnY;Myun z8R{1S%@w%@`DjDS6RNwCrj zJxRSZ05um0MRB3WNFSl^;t|O@S{7mfxXX-Z<}ulD4x9goTV#fW`x3~(xDINjymVCc z-+Kr!^=#}26#dUYSmo1uf1CI1r{u&vu;8=v-e~D75u*Z_Ds8`-V;z}>vQx}F|F;7yDp)FEFYlsF-Nlwh%ACF@rhzWMeZ0SS1Nke!zG&U&;y+uD9vpoFk8F-2!&BxkC^#3UG>bUau} zibv?5V()QgN0y{Ile-MUXf_)-;4=deX&|@8Y*Ipj;i*Y4WSL^}dNhoF$lN zw*gTY;zdGFGr7%fJsX#GLZ`2kw@F>(q7t7V#fN}%C>nu?0jYJFw3J%}6qG^~vJHL> zIP3E!8L~NK0+UTY^>8&Hn9sQIORKtQwc^yj7?(JmUicl}2!CZ!uvR{_uZaL1ie6GA zh8gnH#<0{*{uup(hBNW$zePpF92vQLQgravKlgO|*Diz2x7;l4*FZ^1*>2(#`co%N3(?xCLcxM)dAmUV zmWwX~!tj38v3+hOH-<0jc8B{66}}z?uSh(^nzHEE3zqG=$)d%6G}M$J zDx2rc(TfH}PX#1O!92#`VU|KY$2d|40;TaG{s}{<(Xqoabi2NjQ95o!o6!20Qc9J^ z6m%_u;|o77gtR+cW;K!Q@F)M!5zZe|20fexUw-BF%!6@OHSlcl>j2AK9l_Cnmxx%iaC;uXe^W z#h&l%G-WIYjHHR=)CGG39NEMx!R<1Q7 z%sU$FG$(sFwzmhwW3!tVt7jeE)}5A=ET5mR4-cE$e9I*drLkXP;WBTmt1~e@&}nxs z&(1b?a!R8@kFBlsq$wXEc@%#s`C_5@9V#_GIeDp~;{5fsC$Kb>wC!WK)#nx9HdWTw zqm;F@wLzY|gYMaXvhaE~=4|gDWa?UX{F`5&kA(DoU#j2Up2^7I0rb@l8mjil+Ma1bHCBa?xngQCM>V7iPkq_rG zhGq*D6zgSW_{7PZpr0hej3I!irW7zmjtxP=qM=66k9`{+A7=rpeE&TC_~>eAI14Cz z*X4aI-QD;7XmqI9$H=I^GqCgU&~+A9i!qh|ZNCOf5uP6$#IF*QQ22OLpgC?SpZw|` zgq;MCnh=@HFRSCJ&3(YQ0H}J6jjKH^4`tnGXtC&s<_i{^G__Mx(=E$7-ljYAzrI_( zM?Q=YRH~{9RY>s>`3QmkN-=p?~ks_+$n# z6e7bRoHAR`vi$cFjJL`CFppyKlKsJ-Nz^fRzNn>kO?t%?9)4lm#)4!=bC2xp4gBX2 zYqpE8@{sZQhI*+xJ|g=NO0ABx493i%9_>eeS7<82>d-i$k+>l7CL}}uHtP@_$v0sJ zm<2OQJyWC+%BcY5$1o23IIh|RY#0|Uh%RV_h4oqtP27f~YtsZ%4sQzFUX_xy;x_E?R*6p!Vy89o0tKOGq)kfjX2ZTK(L?fEzsvWl zD)S1WUb2n)$3lGdi)I816`gPMZCXaN6KqM*MZLlo30;2-8g04Nbc*CZ9`BJA`vE-@AL))`$JS5_pmZX=kbB<^-3Hgq83e~XdzDeX(awY|3q4Da%7z0@VrChX{jmrUQ1V( z)E98zRs!%=Pfx`d0nd2wXRLeo?qJXQPTQ=!CVF;?o%^%1ZXE0V`eO-;q6r>iO|aY6C0jE2$~QM@l&tr{3w+N5`v6j2>zszs>5-nvbS~CGI7jeh%#SCxJ{Z>v z&^-@2QUucXh)F$pjDW-MVU(zLe?;ya!y#3E689o}fgpy=uwS=Pn8?v1bR@+jM-$;I zPB-=qmQoJc*wWj0`|SN9^45(NJj^((71t|U)grC~=$piUlY}GpA6!wBSuBQzMCa=J z1&jFJknw*6xN_2OqVFOa>n>5jfNrB6V5gb~VSFb9o4N;crd;uou0+R3R1ACNM1%bM zlaSvtsyp!f*$8a)&0?;j4=~#@cCjOdA&Aa4{m_w#@KEWmmk$u5osgYtKv*kqKhy6Y zB@O-C&;nga5pH;hKH1T;9J;!0Dh!1tc;!t`1^m&hBW1!VI>9F0Z70ovbG+UYZAdi4 ztuqf}?X&{2iy`eCq|f zE?=;Sa6}B{UVjag_iP@2eNLq3kgwH=&pcEi>P&wyx^ond9g*BhmlC-{2jL z#!FAuUR`$!Kiy*fK-$}(dx;;{^MugNOhTyZ)uxmcGmNb6^2^O$hxgLTSv?g=w}R^D zfJ`z*J3t6I2o~Gxey4t2&3Ro-5`YUFoSOnek`W}GPP)+MZ8MoFWW`$hhEpRf2s$j| zb-%*7pWZk}-lL0WUH?3Llo$Bfs!JQn#&YX=?^b%jum6aqcU%cO_df#IUr)<>lSap) zOm`k1&`HmuAeR-B_k3V2-`h(Lxa9z*R!~q7u>4O>P6qsTjkb-E5lp$PrgSXyBY{&^ zZ9MGkv+H0gR`PGGtN>gwfm-niy(svd{O#Rmw>Edxh)#;Nmh~+Fx~u)P%pVx)dlq~( zrPPsQperXJXrWV@NO?n#TO69BtD6NN4}$elAkYo;Tkexv{t@8Q=Cr}VPB1au+dII$ zzg_(VPF}RT{ckW>vm>{QW?eAlV!_qB$NVQm@htcWR6oT%J=?3R{=c6oYrHDUz5Id_9g%smtj+bokRoQ1 z@AM~sIw6#BaXM8MT-r;xw?44~s=krm*T0gU!&wkP(rnb>N}ewxQY$0@`+xildsTSuuClH_6L>6NL++@Z*q- zArLsrO?_Hj!t`YOdMTfE@eYysD5w+Q`FYY?3&wTl#M@JtiSz+aZh=}^mnm)%Qctz% z%Ln$&i*ZG#IJrN>CLXMaH`=g{avSz;?=;3A*qV}|l>VH*-Rk=9!OY;giv#@Nuz`HW zPqO#j_Z;tE=yU~hsFFqvb$!J>t8k-l?3x68pV9MrdNcGG6A^B=VbgsdAdNHZrGrWA zH;vCf5u>vER}D2Gul?PrE~OT=Al=_n|q?ON_f(YuFk->4fFrE`n&IP^2?srh6Q&>U72s`TMKlft|9JYi+^n@){eznuR0vb@68vts=1o%^vtF{02hu+$5o){G~}qqWBPVjCUVI;6~#$oh@q zzMBLqE^_#8@!)`9XAg_Uc`-n;l|smBZ9pQe=k6|Fz6UQ&tytoh&Cu6E*d>^{{pwn9EyO9t%7@N~)_< zY-&U+4Ci`Sn}?EWXe$CAX&unBva+@UZ+>TYY&wT*=*G(nJQ7H%LZ^9seja?W&esh~ zTn_Bu*f<+^jSg^eR@LMK%LV56k}7aj>-o9B-g3 zngeoGn;E2djlHu^_^uO!0e4hf0`R!+>paI}qw zl+{pu*}!t+REGiqW;OyxesMRzk+9`Dm%wh{gyM$u3b<}t%k9?fVjh^d|BTfb?h;zl zyknmgTi;ph>^t{)E_T|0Z2*KKh-MZ0`SPb|R}8`jIZ~%tgCRPJ6IN%A5}HI_s^fRs zE>a^D{37=&ZPXB2dt|YopO3V9&e0b_%PGEqy$(~6fWZoisRJ&WHVsn^m64`Y@qq8X z!FwJjqak5k77RINyk-wbJLhDuw)fG)>bK5%62ij0s@m%_>zfnn^BdFaGh?aoII9Od zzbZ7@{rWo?-Y88rW@H!pjaMLl9I^!FosGIJ9LH?OpSE6bM=a>t@870@u1>bmH|0j^ zI%p2GD}k@UPL*$vGhXMYTN509s0kgw%}1qxp2`D=?Pq*x#>g`b#9JXWrM?k5%JE3q{{DyhImyiFxYv|u5_(ZvOn+72^D>%`%=xrIFuFGJ zg3P3bZ}Gk&6#x(u-8T`r=w3;Z{C;pGJI!aKXwBtm0?e+OHf9M{x1 zV#F!}Pbk}lMQORYwA46Y0k*I_OUg_%<$aIEY@x*KP#sQ^su-nv#VVP|>${y4XpKTD zW29?eTKmTX6bs!OFWCx3BYy+p3JcD$vEu>%$@~JRtXyos?Firn8&Carbd;=jmO)a- zTl(|8t&FH{g0E#SW6>38#Y>B-*uFKISveU<*oUwl;b#I6CJ>M$;vVV;6tgum%Q?c)Jwl2leLtU@v@Q^<~0EvK51rMhmxe^WE#ef z7@#{+T^Ujet+bv(#MUp>cQwna$=M${SYUopQkuOTo10Sx%p1Zz^(iSWz;Hvzd8D`{ z&g&8XrJ_t)T4uGV2r!w*zO%6&p}|HJZ!oAX7600+lqU&F*Z2r6LGEEaVPU&pMQi)7=wKbsc0CA(8v z7+6o{Y>?55I^XdHWUEK)?O-^E_85746M=ZUgu6YdXb}wg>h*}~OG>-KjBv+;cZiK< z6^NllBrNZjEb68ldTvje7IJJwO0UQMiB5r*EtF~+A$b9@qP^LX{Rcd)QT!X$7GtQL zJu;+>W>S*~_7_WCnm^1g4Ja@s+p+qT=ih&GFT*WrR1J>Ftd)|zBtgcGR-&@bi)tlABGMA{Pu1GB+<$`Ix%T!%gf8MRK?|9SF*6ocRjDdau?|*G{r#hGKD%e{zW|H z2VGK2*}MBc@;`-uZ*WPTM2Pq9;V#p4W;1Af{+ZhbobbNtK(K8=dT4Y)*8s8uBP4wH zo9N=n!p=hKg4Dt}G&}j$aODE@jwVUyde-~q#>e`G=X-iP2dC(Pv^7_(98R-ScB>6* z;2Ru5YZP2dB>`1&F2*Z3a$X7rej8@*^Xhk!>G$(#$aChR_qM-$ap_)wO~9Z{aJ-A+ zDSS&*Cs5WX{Hq>Jd5Cp@-@kKUP|o|7C}7Jv#fKB`x!g`Mwv3?VTnE|izc0+&MDeK; z?wUXlTd~=3LUA!}jc5@L>ekTq1dW4@)q#~cS`8D(n9YyRzS1Ezsg1hbcN^%^mF0LZ znrMJz+~ikavWuWNHQ+|}M-@})7)v?ALrNEH+~u;e+=BI5PIBW}WP017LK`NrJ<<`F zJQU1q(j#q9K;OfA(F^ zxh3H>5fHYdB>(g)Rby3r0di;irw7pDP-3QNBu2$x@8GkAzE~=wxkYA;!}nVt=gv+} zL$%As!vVpYn?pNI$-jwv^HB8_#eD@*MWrd!qmz|5GmRa(?6!Fz)W&=bJjRHN(#{kh z#-{bi=6N;mzeKZO{yn|Gp*+XSO|n%{OZG@1kcdFhs^Xmr(K`k2wbDfajg6E*3^pM> z!dj$^Oh{yWC4h-Lk}>(;Iy)7pvqb=)tJo&fcQXfvznTnteR)`I^a3Z6-vtQ%0B)>} zHg(54Ndv&3Ao5lYm@3bC7nI8XF(1S=ean zZS}g0j@o$NFJUJLSsE!r=J{ykhxuUNh(2D=wk9n+&+S^tI4kx1n|s)JIn)q#IEoBg z=Yhs+@(o2JalO?Wb@DNn;9z2kOHNLYkB83LHJvP%mX!r|U0R*qe86lVJ6j(hUHHlP z{@RNzKb&7()smC5{qaNAUcuaF16`m?W2>rtWVIw1PQ14EhFa7e3{F5k7tUcFL6U_J z*=XlM!eOMP1%zq16GQ7&6WM3p=US0)K$zgumCi$RlOd$!AQ!|z<&9fJJ?t|_SlAy>6b#G{<#BYYzj3JoRW)4B&pNLc zn>@UljGAWDFP86{*&ObDMcM+3SfG$0YK6gk^Jx9y4**ee<-NYfbm@>(68nKj-|1LE z{^a7R#Fs}Kg}@MmpZTAbzn+ytB@s`3M(*1kPZ6$dlT@RagH;SIe>)T6OnBF` z;}qXt4cC36i1F^ZsZi)shnd4rVA}JCt6tW4Nl9%X#Baho;FVHC#J`v;YX#5M!04FqBDVXX=J*pt2cOd z0mE#;wYCOAmU{8!P+Pi?mD>BAw_TrZV}*dKs;Mb=JP<%yNmX4tgQ69)Ax2g1lFb@vqw*DZ!@rR8d&epm)cuc!20@w!wgCfYagp%#-w69H*w!dj=oZYT~7{mMB)%}R}{l`EkrnP(75?nwmA z`g|+QZ}8kDfW{g6XFXRS7)=GR=&_wk2S{HQu07V<`a0u(3O+R()EQIPyU9|-4qez(Lvw5Mt4c=Wo1+R?WN_*sP`<7Z@Ol6~e`IX-ck9r0kD9JQ(TTs@ z{xy;vv~jAtg~fN9C5yW;%37*Sj-~4Hbfm&B&+r=s0WN4$ku&hzmoI@Xb4Yefu0Y@h^j4) znVaZQwIbd$JNskGC&-& zlLBBMUxuVX&@NLQOll#KV*bZ^*uKYR#6Q*V%o3IwLcOTx3+tOX2Mn?f{4LD)%?A}r zpA5;sp0v!y^ZWGPt0aQfN6^F75D?S*lqA5ylS9S(Sw5s7_xEpTC#bz7Av6{KE(>K% zI$JtNG)K$^%`Y_uAUFquz0EakiyYGTq1}}~gzr0szdtUup|St3oHeZEl|4MHm=mi; zmDbH2WNI?pRAK}Wod7}|*V5C`(Ne!yKJnR_uTYK2HLkJ4pe@*@KEek(V(vO(m6u}q zw5yBkI~yGx6)8t|{b4SqVzM6j*J1M?fGgOBxUU?U6CPth?3Hae zCLWrgZE^?B4Oc5*sG0ivQdCJJ+o>Ty{uut(9)1&hcikdK2(P3&k!iHJ_cOn~B?x&4=|wkKaoJE=y)GuLza3J^5YAHQ+Te0!)mn zS1&(&KDtC6FtIGudy9Z{#{Vm!0WGhrP}gz}qunLM|BAkHH!=A!l~*Gfe+TV1_?uGF zRynW0l#Q(s7{5O>pccGUGo5|l;C8BxBynf|F#hkHo4LVAza_1^bXI=!lBS$4GR`bG z!)8N_lmX2qiZ+8x-fHv+gt$@fHOGqj3lv4!SUUuiFS#es7boGjLZ>*f^}8?27W}pm zlshhE?WX^p6tJBI*g**CG}fZccep zZ@>$T8{Pzc8-ZW%cK!q!%^307bs?@wRRkfFM}* zDHt7R^c0;|OsPyJ%O<*=LPXV(9L>=X&4jHEvJzHmiS@Hh6#Zo~tyE_Jm%-%GiuU|( zO?b-vWfhbe&+Zu3DDZdM9M9ac`vd0<(#X0V1HO=}aipgqI$aSs{3-<*36vyLv^sT= zXBxg`$-9EAj)ujdetly=<0@}w2u%^@Hv*bSqRGA8jxjtO8-AEM8s!Ei-zD1eGVrhPnuPX>7{TZiYJTeXsOz;b*ryn7q7 zQ@9nA`xWVmN(9JR0p z)bcXOdGq`HS{m~;q1jFcsI7$=98dQT_(~t&{`W#~1}=n!j!j;zJ>`G9-+2WDIJvn; zF!c9!Z+gpVJzD%sZv2~LJ1P3)N7Gxe%ggOS^sM-RLe1I936NStp94=nEiJA3ak&`T z+V$b0tCz^^fhtB=n52jMGgj18sc=uV02fw%lCih+za9gh4L$XvabS{`k&vRT>H!-1 z(cDxV9cPJFJ5T{MxULvIswyglg~qw#S69P;D{y-$E^e--hQ%AbHiEa9hAOFR0Znjk z`EW=L$Z9ps)GjWyM33swFwC30hfE=`1-P6A`6m9-Zg_Vko17Jk=h1WtS^S^3o`GQ; zFbSllbP}VXdprinx4STHu?w7kI@L@YcI1n8^vGjV(Sv~@yS7k(45eGh|%4P@)l;BCHaghs*Y2uXL?yD1}3MF$8-PU ztyXLv#{P_x`pg_wQ$=L>OlXMr_RmCIeK!u z8!ArPi)w(Fa1D^ZlxT1uYm4XdonBe(o1K#nv(Vp0JcM@iYfHMRwa#LtZACz5#d~OE zzF}r{Fm2HD`t2>q$}AwiD2BC3k7NghrSz)_ofY)$d7HUGkQN%cxS?RyhJAYCOohyn z+>296>03nj6$>XF&mtV~%36OnOd)6%`N}$RfsQPv!D`+PF*oqc2**9~!@UB>l{f|X zGo1GvGqJ}O+?FNb>}+Xwx2w_-e9UZhW1ETUrNejWzi1jOYG_T0yQm#gnmzb;MwN6h4Hy%0=TlMk$jQ&1oc22sv=S7M0H-nM=4AjsNvlslgmB0 zEJ*}z1jkY+PTE5AY>IRi-B>B6JM0F_cD;)XW1jTmkPRJLuDoL$;nd41OZDaW5t{0c zKpSLf&V9CQ+-aEz_|5)dAsH?Adb$YTwM{>*EfX8pqAp1n*1~JR{ORt{nlBl3h&aTj|f{ji+RCX)7two zZo08^Fk0!6^A+>v0WgP914Cs1m=c$yqU!<@mC)H9k)4o) z=Pf5x48qgjoB{HZ-Dq^%-5G#r!rEHGt|5nzVHK18{bNGHzkg#fD=4780z}S0mnXJi zn9`F(JF7u|I5{)<0*4B1%cp|s9-NY2f z!vh|oWOHd`Bo!cdYpbbcSskz}{q5=S*)U(eKCjY9Sg>iVJJ`p`D<}ZuXOolPkUHkg zU`i%_PQo>FvN!lvnoIfF%9l|)IDwKnmp3M(dI8J-+0hX!&+ICVDlZ2YS9)q{X3Ad$ z6%8(SXEaQqNb1bb>r2y0fI!v_4n7z=v|oh-*)Jn4BL()FN=v3iL2-IxV{-Dn!0HlW zHz+lp-OVlN*ROwZ5Y~6^eMf{&jIqN&=2ng34ePAq$uS{r^Mbq2i{AcAe`x18v=Zmn zd1dYLUr*kpBf533T+%W?cMCS*Sqj>1f?!*+E6pda7m3%5^;^M1m{OD*MEp0@^>1b_R?}*l z2Vz#-XlJyP)a~`JBM)puDnYfVCO7wA?N*{LAx%!r({-AeSupe7kaU}s<&mi+zMl1# zsSVVzQBz?hd3Rwp$)l`=!J&=Gsj3!3Q)5c$0+RMh;WTZWvoY$C|H5-?# zmMl=-2=SV3RCyPbkAIRe6%Z;Re!jcYVrM6IIj>u57}wBVQxG4-?m1oDdVIa%nB+HY zeu7OUUIFr|vMq{>V{nxt@fZGq=T;eJR?mDbl|(pMMN|#FLZb>EgT@p7d~|KD{K5Yp zt-JDGrLM9x!=X^96HIH>>d*1FcFmg`kmBFja3tHh_472mOpUgWIVxiljIrEnIQ5qD z{Fs>OfdNfmAe;;iwKRb(6n$4mU;t2Zod@S-w z?PwqAflGH^q5TGcLH3Io(+npA5?laa87C$KF@u6X9QdM}my=I{tp8O&fV2yNcQAx| zxivgol7_(D&MqW4_M4;ikYffN`0G4JT|}X8zHvThZOwI7EDeX+)8Q20TW$v!C@O1Z z>1kP0R&JL5ZYe5wXo0%Lm9}HU!_dorA|vS=; z)6tJ!Cu?YER1{ZCj?*;R=Mq849__~!Yi%u~Y^gF|0%n|Hi6iaw_9USK$MYCj(^9}j zyL*6L-{|r;Mq_Ed^RpJQE|9sMN|35pY5FT+0eOvBdw2Su*BSKD1@_kuOYiAc&f`ke zg|BnP|J4aO|1Hly-n8F*o-4XtNLU}Y{){zR)y~4OA4)nor}=q|r4!cWfXcw|koYI8 zDf0{ZHtPhf#NgskUkp7{XXmR1Tq|AI35OGt(lwql=Xx!O-xd~8sT}IO@6bE8K9iT4 z8?2uD_~F_-r(CKnc!b|m2_zuQR-w*E=@{Fnxl?IbC2mGer*U-1crZmmvpZ^I{K7+H zN{gA35M1e)Sp=QMVDk=7xGgOfYcF-It3TcFnOsuXimuZ;b~P~F^;B9R91D_o=+%eD zq*9>$t*^hVtG=wNzBP#FJ2f^wA0Ap8LU|)N=DNC7!mFIUw+2rN*k0|(Q1UcrSQfLA z?53ifi_Y&CtQSz~2x{0-_yUCyhNXE}eSMmfvzG5L@Zxf7bkV&4AB_#nb$HSQ$%=Bv zds~-J(Au}sxY&N#c6Xy`1uofQxTRxfwL4HdD@BMh`L*anCg-{zXLDFkx>uCXIHQc4 z?M2+M(=8~cs~ZMlU^oCqV?YVr9g&hE+tkaO5Sb5C;>3o>nI3*uPmJQ69&ww-tUkr6 z)bzR3Xo+*iafcALBIS6SL9@*JHe$GdG}U&Ec4q#sMM>-F`cYAXc3#7ptXCtsJ4_EW z1CV)fJX|P~*%v#hX|uAGRUWjE@4k$I;w)aT{iQw~tj4iSAloFOiQbasZEXsz9U8;G zNdSQw?XnYZoy`PY7gLz+2mh$5BvqriCSjeJo4`Rxf1U+pTVJou^dkcImxxGN0LPt{ z0^~9`_e9HblDMe}{=vShNjj$^C+j`a)Wh7A-BQE&dGi57hS!8aVG6Xbw%nwQ+~6BOe*jh$sOt6$5XAr=S~n8 zh65;5tqp2QYc>nAscSse_SOh@$6O*SDXpiO9`mO!e@=YDDX3ZH`~UyA!5I`BwiiEe zeLm?On+OfC`O6ry8(6Xxy61kO86MMeDfuV@IMcNn6#$C#F`KNxRhEROLa7O44&oCK zKz-os;u`0f0&Z{@@a<*9l<+ePcfE!B78Sj%l}ywMoo`?0RVbjg4+~4>;&KCkL1JPQ z0Q#Oxt80xwKn=gi>qN!T{fE1aj*Zey`O*{Dgx3Qzd#Afu2R&q6C`;ni`P`hesj02b zISPqL`Y)w5CNAdwo5FJ5p*hQkWJ_#`#*5N2?M-VbDNP4O4P!C(AtyV%qNXM`)&ST5 zG_(zh-ij>l^*reA~KN*#NBeZ+x|y1FLHL@mIFs-^u4^bTkRfpm(m^OOZD zr_N=p?1HWa1_Y5tCcA7Lt0}4JO0KDN6D&L889;a8-=y?+mh9tnY!&Xq(i8SoR$3Z+ z7x!QvYu)BZeivF-A@8>)Y0pfKm8Vrn*)0&1VgqP_oO;?<%?b6L_t&k&#a-Mrz~<(# z1O45ezm6^~9YS?8`<~oz6f#m{GgIR?rq|g!o9g-^*VY)kBtBwdA7yQ(J@W4sEG;mU z!4|)sMiVNDn6(h}q=AMl)v#ibp zmvWu1+O#^CvdbG#g_G28yr$jNPO9-f7=pSAo^7tq*JL#tmftSTYX?auh9n_aL6>YX{* zt0Qhg->f?=rzK)4J34J&&3|*J;Ok4BtkO?{5zEXmJlfD%YD&M)U3I(?-((Rwdr{R2 zE9oGMv&r}Gt&UNdi&7jHj15JK{W3t`wKYeDG%=k{yR2eTtuvO4?t2R(IRtEr8$|N* z5v61C4k6p~DbpU2kyo9aD2|V#c>am(3HkkfFL;lMY^K&=7%RKp|@= zZJ@-Pbvpo4&pOPqnxtmb2co*189c+A`_lnK0N7L(wC;No##@J-R*N=x2Epi#ET;Z%+F{y+uFvfNb-H#kQ5AHEd+eg!D~+zMehplr?@$hWj3 zz{|he;uPaz{iw78X|s;h-RFsv#x{5M54>!(Vi6>(qjn~%W;37ke?4mDfr8xJ zBWGlxVQ_J9&ez)k!YY8AyqXrzgeW2;v;`8Mf%r2-c}^~_rNu?pw`XVG*%{%Ai4%$T zb3=t74OmkLimZLcjZ!+Pn)u?Qr-X#_va-J}9~<#<0SjJv9e{cvda z{Xu&b74QD9*SB>!D-7E0?QcM~4xrivz_@_=`E{!L7fV^}na*%eYmO0->DkWk)m8C! z&Ik~)@Z9nv*~;G77!e78W+!E2l$4wQlpB|k9mB_Kl7ic-f01b)!G$m)v(vCp@z%K- zT0>m=E8RVpMxEUGIx_WPdeI)R(^Ap`3e{g`3dIC66l9r z>A*X(q({?m6GgFML`6o*3P(x?EuVo46%jeu@jP3%uJCVr6+>s3IYMvZjFUsIR;2zwyaVJ=CcXtgrYyW58x^@4$ zRZTy2@vzqSO&N2{G5%Fp`~R%0|Jl-fiLTOjXO-`NGe&15=yy21!U4+j0-Z4n#?7AF zOk#jY%4P(;cK2(FMrz4KAVlw(3PzG7c!*BxNCdqfo}=_4U8aSDj-TUBq38kQ+}p#A zgLJ#IRpp#EkB|2+%DHek{s{O-yF*%8iM^Lvx_U`R+}9p!2X)P@J+Qt9x68~t0WjEa z(Y>A}FU^NmhJOcO1`F|+$%zP^^5>ggHU*?cghKzTrvnHl$@ z1pB`)1g&kSVfdlR;u0P1($s|)w3!?d7NEt9rsNRGTf-0y*dVTLsmmLiy-Z0bkdXTB00z`aHaj{(?op0CgScR4If*{UF ztS86RcoK4hbvjX5;YVLy%8YC~o@w?4XWwyVf&U69>PcamA_+r$G5Ky{Kehmd4;`@H z`)x>lQRie`Q)yFO>)^=i|1g=%lE?dZJ!y{zjifv9_?WA2Y+iXY#FALhx2p6~S4vUO z$K#8K!CHS2k5Zn`2k`S8pIcO9RL;ZEdb@}OBN-Ioe*^7h1^Y+AuQS^hgiW78D9`T` zcq0F#ijAHz6@<7YdT%*lPm`@2$@pCMX6xn2R~Sx-vd;_paX`#LW03SVAn#6oR!(-p@|g68}9Wv;6Faw7yt5+F?{BUrpf+ zf-8j$gds$2S>)Ci_TFEuPo5EfIzt_3aH^|xs9N9Z=o(ZJW#h{Kr6!j?h3T;+xS`^3V^z@KeewY3h1(#`rA zS~Wc9U?%cGbM_0@nk)s&LKR3}%UQIkX{K-q7mzK8ncQ@DM_&OdS9zyNM~8NtN4&_L z0pKK?G_K$vmWYxk%3FAL1^|%BcX%p#I1eexuQ5Zk*wKY)QBhH%Js2S1B%v1`}+)u&{KM7sYfl27}(;4qx<{rUU*Kk*1)70%selLe{0Q&{D%=^0-Js6 zJ%vj(t~q{a@6*5~?+PuxQr~*ichxxQ)}Ed`1zO&( z)7&fTS5HL9(wXX9-24z&BYco5u}|?;jKx3NHCnak6F==|0dZE6GUQ@fN>zGi1aHGX zPqKy`Si4Mu7%|RX@onqTW)VbN6f423_g}nFD*Z8-zX2yv)6)A;CuGpKa7A9);-Ocw zprm*JPRY-$5P?%L2t0AaNq<~y0>Kaqd!7wetd%Kkz^X$d3j5sR{(>@Icqs!JhcM-V z&0X$B=j)X$&E7vDT_?MYQ|UeH?idgcFK#oy zd1X?$c)5dbhEK?m4j(-VE-lm!Rufehe|=`X#bYt>hiSUWWJ$uBDo76=V(#*PoOByW z*x+@2W}r8Ic%d`$hHY=_71z%yB=TSwxJ=oBGg7KD5d3H>9Q94Qk{YSebU5QE3ub-$p-lGL4BMCS+uEF41-&Gk(& z0l{m8x;+|S7|l<}@Ct)+xf-WD>C3hhReHotYClC}HpA8Tk^?ze8wCRH`F>cHuqq8ae{pAXMrwc4Jp zPE_duAJHn*rX`XN#OeUdK)dNpY0-eD?w#4xa4IbmbEW)%c>CZ!{RQqOlTt_M(oLz% zEJPdzbz#DlkP4iP3OGK6?xHImx8m0u(^JT^>}(kG>F?mA9TP16wQ7~jsijmL9{G$^ zn)=R|aIM%V`_j*@@fqJ;lxk~yX@_&6!YL}$3)L$_rU0+Ezky^b_(bMJwiG(4Qj`dZ zonzmt%SF$^2GXFW*AG*l0~_i5qipc6{atKef;;Mr+@B1WyZsEh0&m*P`0?R6SPlaR zY$&M2a@Gp_>$L~ixGNIvUIbSX=i*s48OR9gK`L~Zaf?58(i;7 z_T4#1{g+4r?&OXK-rr4~oO+dbezmnt9^RSO{M$D%wiWfR8k*Y}YRtGGA`<=q9}{Pa zhcH4MUlAYCjeA$_1x^6xSw%X5cvSdos6C&bD%5o=Bu!f5q>7Fu`EEJr_i>NXas0sv zJsT@``Rp44p^t_{mbSM4Q_#SH7jPmgo;0~M7F(9cIz0D}r_4qiA=e>3L!wdYQv7mz zeXPf7jVJCzt=3weg*}D{c0L~E+CF}Lt!i%8vb9?yL^Tw0zkls7TDCpao2blsOuSpg zNw0dMO1`Y$lWGzSczsM(HkI^!9V+8{eVOUK2NLt^dl()Ixv%fe9iE}@;R#FN&cK9n zZl~MfLgR??dSCeilQZWm=QVtf8&ov5IGl6??D~`o zK8|mQ;1cv}B+_;@+k)ppHO1Dpg=6)E*6TX`3qIImVX@)kJ~8+rm)^o+Yuw`py-I;R z$=8eMoVW^PA3o0(-Bu2-zA{F{iznxWE&bF8*tZRkAfj&~VED#xiYjiUxAU_4%66q?<)+GaGXbFb%C0Flcm;)zL1q8k%lUWyv16I`0js-jj} zDjtTInjk5k>6-^$&{VrRUc$FHBr#19DpiO>iKItpmM&U6xmQzDGS;B=a1BYe%A7LK zwfbgZ5j_2^|9W>f+NF;ga~#?qVf$!sFlCEu&(SVhH1EdyQE6PvN1(bBZ?gGO|b@5}TXjb|~ydzvDh&8BbsWS?y@l=TcIT>(W^~q~OaJ zX5t`Zf%KzjxY~_NjUtz}#v;5^8oCC8Qp;9-?pC~S{phiwqU67A=b~;EXki+m!I{&= z11uKEzMRDOySD%(!7SEkvkj2nAn>3an<&9Ru;_bmw zUo;f$4F2K-yQqMOx7qD;0xr+_s;!bR)6LHP-rrXmTgCDP-`>@fd%Qo^k*t)3yddch zS$8c=A7N-A_eEl5PYDl6pm}FmjniJk8AZ+e3aw@+&QAICY02Mx)X(pn|FH_{Z^0hx z>aDr{+8M7m^2Iz^1WY#p&~3J6%2BGcw`D5fJeLu%$66eAdJS7oepw zS0XH-xD7)+#X}24t%EES=X;`KEK<`eAE6|TL}r8EcdG2N#q3;gW^-?|(u8o1e_huG z%z!l0wZIJ_E^YFN6?WEDVs;e>@}XozDr#$m5WM#~0+UqNEUSO`d`U`Ao^OZ-cZ0BR zo;`lU;)AoGKF|8)CQSP78z@ets zSpyd0Mw*x|3F;OJSD4~LOupByP#?eWeDm+29w*AB4c4J|wu#}0e+F^IH+FOK@-ksZ zLfoS(CMdsk6`Hfh6~!Is>_S1nHfdK22?ab|i8Sd-2W*NmcMi#9eQJje=NU=m{PD|{ z6}@F`7=qN#FATEqXJb`wS$f$#8Z=~xJAYK}3df*AHy7iAA2Vv~;;d8MG7l^3pZTe? z)APNDn9fe`;M3p`b9`R9&UQR0B$lH;?0hA828Nyx0(ai;?d_S?oIge=ZVxTfjoS(k z3v|olquRUOZa*#M8e94rR?L2(8BfLW;{Gz-2(?pM&(^W+T0?XXe!B9AkJT2+L(vya z<5S4p!)1fl#T!F*|B2x?B1@a!QkM87G&$nO&sqE@m-KxSePQcYM-48 zRV2^s=j4To8AGa}zW(Leo?OZ8m>eB5nNY4m85BjYp@8#0nQoC+PphXO`H+f{*K@rD z1C`R!+x`i-;RR8l)VR0GECxGtau7U-Yk^Cjf)zgT8$vmWo21_22d?oLkOamFjd97d zmR468x!%?)pIQgF1XTjIU3EP6E*q>oFFM;gyKI~+zDS`2R(~LdIJ$q_LpQKcd0CrV z_kh)!Dp)>uT_i94hI@j85Jz4S`>69QXKW=I4yzq#?X=}}Vr zk&OB?MBjF>pa|K2K-NgSq*~9e!ha?WxdfVp^Y)`W!GG^BNM3oquhVMELQe~7Gkdd3 z^rXvU^R1|)VT2g6;uPilFpB;PApAg_0CrR4gthRfKa?Chf+Iuucwy=BG&v1g0TUwRz z1pr{lL!Y+R7@Z2y z&&IF=2(WWdKKd{9BDQgy*F3|JY1X!1Z7B-0+n;hi^Q*aI|3k>gvcp4#7T?=b`y24h z&r5)G{R;D%<`CoUlp*?dDr2IxYjnk#z7*d~8i#}@UfL`)6wIFa+nN{=7AjMLumu0^ zxhV^xP!u*l_>@&RhsknCbOq)RpFNWh|4xNo(6m8r@YE%O0~>iSx}c1Hoq%+wZ#EIY zJ}MXaTm4XUC%jFqz6k!NN;)2mlwwLdeSrEN78Q_ZHyZ8|K4Pp(gGm6m#=`IMdKAkI zxtiAVx})Ix0IP4*5LW9@f0&N4_0WOE6WZj1{!rA$m4^EI5R&sbj5lpTVS$9-L0(-e zL01Cr0H*12g+KBt^GQwZ<<|j}fO6bNUT;&`&-&_ysQ$zjTM(z{z-roG6bIQPMRfRG zS3XfV5O4UWHdx9&K$qPu6CKVJnmi_8MzEjN!^Z=uOIu?NF@F(G7mZkQCmYpF>T7o5 zCjF_)yU#uU_U2p>PdrJt$NljXIHGoW*^H3_@{Sw&4Zep}5-OEES_Y-69G2gX!V?T@ zE+8#DV?Q>^_kR4)A)ys@2PmdC zPiesER+{vk>9U=+V8pO8A^)6ZAYZy=u>LF$31hL_r$59TJYX73mh>;k1;)@9@}gca zRH!eTEv*IPcF6EPuDDELY-(^&p^vyy+UyJVRX&L8N(MPbQx}GGO@5)sRGHDv*{Ui! zH_UMFW0$7mAG={hr1_b%vqux_s7rWg-_SKEb6pxgh#mrOE&2@-sja=Cqxt74yR`;N zCCq8%YEa3y3POfewH4V6LXQ^YwS&S&>*2a>?pBT68w#PJ+^{qWs_Z9q&I<;r-td%) z3Y9|f1FB@z(zGBW;YrqJf{;5_w_;y&Min%w3m^ZCjy?#v_$`k-lb^(Xn3*0Ou$9r$ zdxmvRHa0`H1R53Y;)U4ObEfqJBn1qI>+T^ggfbbaN@aq19#xABm{BS6G>>kmrfb$A ztPhWm&OzpPZadfpC&sLtJUn&F1OR765+T-xGiwMlRlm?hX-3LyHk|W@pZT@?pZQ3| zO65)sFa;Yb{=fJq!OKyzGHUYb##e)UblM=VoD26!a$&5)x2~2 z0$;B7so+bndlEVXuqBCU8DzR`X;8|sZbC7M6p#<-t5w}Ilx!Z+KxIhap6W9s%fW>9 ze|>9{tX8Mz1olXyB){3{hWD@SiWbkG99Xo|n~910;rWNVhh zL#PRfp8jw(0i+Cr3Ux+ohBopKsPj$8&_$o!8T14?60>AhBbDvnzg5{YsU1RVVZZfL z%oiwB?t6{C1(u(`C}$pCgs>4mWxochy{H_7nx6hs^8{k67vE1l<7mV|Nm0Woi^VvL zMN#eaBuZ0Tn*P$q6rM{lv?8~nH->CE71};H*AOyMh3=~J-OK1xISUH*4N(SJWTqi7KZ`zLG&`tKfMRLdl6@p?j@%q8;xARGiqbw#L{ z^{Spu4)$z!TmM^S;=qGp$})1+LaguCINGK|(JymcBtGY@dwq71&J&fhU1prHX@h3* zEllW4=^Qm-E}$W}lEU06=szyqif!4lPuo&MOf4~;k!tQzRM_7{agvyVF*t! ze%)!?mu@l$?V`@tT8-)W?U6;Nl1WI@bDxeP^*TOW8-bE#a@e-Mo#mdF40Y+}f zt@%#z?M6%w-5X!*27g!1D)aRpY&j6P3&q36|D|^EsG;d~gfkg{wH4E9F{)_~rwf`# z?*Fhpcota3i=^{kQo4Sz!i-X<$Ii?*A|_P6ZZBu z5OjKZ>1cckP%U;fdZv;EjUdYu{GvIeZ`u92KkDmm^749mg!9Cl+&cvUPZIf(+Nx}x z!wf`dus7x(bUheT`+o>lVS;E(2)P|zt$Q^*SDqdZfZgTx{EANeMWBrT=FUF%`i(a? zGOSrpexE66oK*64^zvDw_BjcfpSt|UzyNzPZT08^(?9n1UL>ZpaPZeud8(w*9S_WL zWZe`cDkv`|+}wPbcShW?b8Z=iR0_=iRqU2kC+Quax#m8@Pbr!|*}LH-@{K2OQ#WAF z*3;D&gP+9f50)u%al9J+kme+8TpRg?vj%S$8dp1f62LY~z?7%aDpN80_;3p}`Odrp zc|yuo4VQ}^N!sOK&pcF<&o_;?p0H0_ksnFVWZ_<6iWLA9J{fKNDf_P(DLsfl4kLx) z6q+1TVfzQtZiB14AZ~sl%q!LX+^B{^7#=}sPZJ!;5;MblTWbSCc1=j^s;J%RYQ5pg zmUBrdsScRWvBTkyT`P%RS`q}tCr4x=1jJ9@WWFmYm}SKrkXeU9+MRwKlZ5aHv4Tj^ z#vC+v&#b3zN!ptkrE0Ck$?Q$q`7z7yYr#X9KiqAh==aEVx#{Qf)MNGN99~sjsqIAL zSbXTyV^S4%t*s+F=S~qH27utl=Xa>tbNrPI^Pji2$82w z?25te#t~LpoYU}orj``75xl?lVtXz+gqf#yv-<+`J+jjXXPeF_dUUISQoh1>? zYT2I7@8Na6WMrkx_RaOCUR#_U+L-_SQ|J`F#8ylUXx&Bt52A(;itKa+MyfwtM$*Yeq zNCy8MkWhAm-5*H(l*I>l_4Pk$Fs>_ISX3~B zZMlMv4iL{P^y>eylbgVJP7P`MW_rt;L6P0I3>^wGw{SEU%&roRF@o3j$c3KTjeuZ^JGJ-ivJ{ef;#na9(A|xV_ ziHfyAG)-~m9oEv+FH~te?w!iL`E%|XSoYJkKu0vUO?9+&CB#og z_}=WZ-!ho$>jzdHYjUCj_;f{IiHb34un%&w4E64qn3)+<8IoiLIqh%ly*VQ7-B$GH zwler$IvZhpWTJ+4@9w@(7FIVFrO#kx%Ye#x@Y9`Ava`qbh7^y({C-T;3!ml;|AZ;wXX{E!7==+VUC-O;gUmN_ppVbd>Zei0aqT0H?{BX^ zo%DQ^>Fx;L8~HReRSA;RwbU>?XPRI67ivaSC!mc7toC*bmQlqaM5k zZMfG=$|1U!HHB2jy|#kgSuvxOlxF}o3ZQJT=f3vhfF+YbI3#GKuicMT7GbzYZb|)* zYqbwZdeW0E@wE~2)0vrbG;?dOAOBQsH%WgzXm9fH{b#%`QsmF7U@&*j7hd6oSMyye zYxq~NcDPBsMH=aq_j=5w4nbCSfd zPZVFsCf@MNqvjf8=hNB0+2i{#WW@}hRa#D7DN16HXmL{&OZmiT6WcMrGHCHoNNI2& z)@eCH{Z=hKoE2JSrhi23T^w8r^CZnUqZ?P5tTo-QZBPu~HEcYNqi?7zsV;5)iTi2R z2273!b;nAkqUyb!Z` z!2CZ<1!yxBSUcwYPq73?WFHXlXFynV*lb7RKpcFfJ2f-7`I| zP(A)-i@%mauz7r_O)k(NPsqV&G^zP5br(G%gz1BiVxIjA^=q4SFYN4&_s^FoER27F zQod*KC(B7w?zFe-gl>ZTD;JR`rpG#}^fzGf6?43AaMM_A8MfX%H)ZcD^1&7H-VGWn-K@ zi+w)4AdG$S+A(4daHTvG z5|jr`>(>u^Ks>$NyY~-VGqVNltumksWLT=nbowaVl=ff0iWgC?p9Ndjx&^x#yuX0o zSehRls93qCl^qKIZz(nS^yWsq<+P+Ue!znJ1Y*piry@pKo+4IXZyMiOW^t)m3|@mL z#ppG2t@~4~wDdDtF;OawuAud#KPJHU$^PMR<9AGhbhsW-%y*6cMd@9?Se(40jO7@E zK3E-)f_atqU*@rr!KFFNCZpOzwSdoJH*q;ZnWHDDQbFkDxCTJegS@Mk6o3SZBELrsfAT zrh`BC+pfD#E==A7Z8GdSrP>w4*6@PGC>J4{htFMUr-u)gm%ls@v^*fW<4)arrIqL# z!>ivRKDvoRbXUs_+Vy`UCsdj&vT!9@TK1-k6}ll*sw7)o6ltgkG`Cn7IEL545ox;Z z6?s1tL40vKr46oVl+v@nm=!iq`5S237>@v>3Sq=<+VGjV8amV@SRkj#_b!Kp!YFOq zS+GWd8q73*m^Tw2hY(BpC&1+l8uF$M zd~ye?I;PHwPQZ!!^mK=fIP@EHmLKeX#rFhADlZA=S~-14#rKR+%!bX%Bx zx3QUj5=sQ}uj}#Xi2}0oOH5w6bV~X{jd1*2h{>{CB!FK-v8*6)q*{TUjRt5Q4#o*) zDkv%`fpaQTI#Lfba_%ep;*4RP`~-zlRT;5Ijek?^NVa5z3(O#p#=jF-mReb;;?P_A zJL}QR+TcmF`k8=D2P*L2ZS|My_^hXJ&8NM>InwNs z2zIViG_63-($d$8g=lI1M)mermw#%KVF1A)pS?dw$l~?|o7ICkiGVEcFw3;yc%uw08`lmYctAKr&31 z-Dl5SweEh(c`5BS?49CYnx7&fl*d!NhvKBs#xYu%X9cbCK*!QNk^hS|W2OQeRAFW&UuZwQIK&(^ zZp`9=D>#4{Z^DkW9_qegv14V0FGpSg?3>VA_bbjsv32&aWC*9*vAi{cWk9TP?}j== zn0txG1#aWPhTWX+vl03@a-yAC~}6FH>p-wQ9+V>4@CmZy3~sUMoAK zG4t`gn@V-Ub_Kpm=V4PhObz66f1fcF(bf4W9+Wk~vrT^&2M&s7pdCOD|4Bk!XAJkDSU~%RzZd_hUEwq2Xs(gcU~)B&z*&wmta+fLSk3QfDc9{wNy@R7bfO0m zT1NcX;|J*|Nnu`V$opYZRO&Y0H2Yo!KC4vu8u>yLa-O&S+w>Iu7$~5kwp1PMIP9%5h@MPo#A4Gs>MaH`=nrCTmdvS|}5hhGR~hInIrZ z!zvU|=KlTH9qCD(eVM%T0K*btrKPxs!_^o_< zCjpZfi|7}DMQm2Sp5`YMr{0I_{?O_Eev|x}85B&V;{>~qgYie>WplR4$!RFDr$+>b z$EdmbPa!HxiyKZYvC?L8wKmxTku<7IB6`QA$FL7QhNXNLwINK83^2;om*7e zfYVr_2*w3yiN^Q<3_F;cy@uD|TF?=7bFxX=BVMbcV>ngJ6M$gcZQgjI%~Z*QEY4?{ z%#|(8Xkz1;`7gfmpGZiBV!UA|LB@YJ-u*MgGqV^pDm(w%NGLPLenou=1aI90Q^Mcg zwkvSwD;_k;ZQF|uI%Jt}<;xw+kNMNa-Qw>gY9PyTl*N#Zh#cs&I>ete;%5S zEpu1nf=nu8%ZW)F+BKKV>UsGkrlL%zXrov2I5RWKx;OjE15_(!A(sFyQ-qoQ#-2R& zKqhj73e?xt3p4f#ae8#127!eXi|2TGL*w^i1g)*y6&kxQ2va0i3Xt7icCQsJ6QrkW z6;L{!+Q(}MJ&`us^9NeF2^%?E!@o!o#o>mUNFpA1J))pytvmhzRnecvtk+u<5Q`+T zP-C5h`Dhu{sW5Bt<<3*5@c6&}72DRSm#tk!Y1coK%ON6^5j4y6t$H9nfR6#J^KM?~ zQSK|(ps2>D;XPTD-~0pPr0H-cVB<<oM4}*0(VkmyOsfDp=1?-c8*bq$5#Nk9q`i|@{=h0cXMr> zu(&F*2Oz=DVeDKQmFiyqEerDHZ<*AtSXp@->;t_2*1+Zx8i8W_eS63`bIw8n5#s^@bD&lPnxvlFftuH7I z;^d?x%a^==^sTQC%ogZSEQ7)b?j@e@n?#Zo4_)QTY4DK&*Mu>1*D!HDety`QG7KEY z)@+duy6kIR*)nz_(q6O4PnhFm!pDBk1x8HjQ`5|nMT5M0qi+6r1lhNK5L|u?f`oAi zaY~~Wgu==|A&me7SpSqR;%lWD+<5zU()dp3oYyFzKq1F9WsLBXJ_1)U4uvc)68S!0 zoo#Uqyj+gLF%N{aaG@VPSZaG3SyMFtox9n$P{qD6o_1G`SfhX!2LCq{>IifK-RxQ1 z#FtA`es;^F?}{8KC1Kx^Tt?i3@<*+SAAJLI_O1y$lSB`QNb`r-fmqnOHr%}l!WylG zUnmF(c5-)bYE7^rtq+4tBA#A?QJ4zS8~Rsk__Rmimkzv)R5U%{dX&g};QhA~srb$t zfK|$j-Q8C|$C>|WpFPap)2d*zlo}R0P$Zj?O;JR1dP||N>T}-Avp?G{Gi)UaY)F{Z zqHRqu3v6OeP6iU}?g}!(ue?2NzD9jC=O2jC_&jFye*k^QKN%7g>Rw(CjQh66s=X}V zi@f{uJ2Kt*Ns(c4rwNi|DKVoQxb^6L5=NYwV{cx5 z`+0Ri({AyGxKqLZ0=8UaV9gVnnn{%tmLy|VZ>4}Uc9u) za!aWsLQz7ebCD%KYzhLc+a;^@jqZL%UP(0ye#G?;-=wBmgo%Gbk1j2#9}vT4->gWf}tscmZS$04G5{^_2O)z~DUMUdhyV_i3vJKIZ7ItF4`vnvTpLyd#7U zq>a4?tvPoVY#hmB?fO-rp%Q>i?8Zj-aL7)HlovaMyE^j1FzW+u)*&h?dd3zRw0MfF zIY0=33>h_VXfv=2_AXER8N!7XGjjg;6?EFu^8u)nsQA-1x()t%%Hb+_<@{yJl;m7j zYv%#AA@uIG8SuQc_Ovs=X_`RyTL-qBFJLl-_p6Al`)Jt69tmd_a97&BS{wIFj7Gql zg<{8ZzWh?26!1R}TYL3XQET}->v!gDk-Gxt+Q0;;GLe4o3kxag410Iqlar@a=oR8= zS;KzW477zix%(}4I})>Q^ltH8YJgtmC5Yoyq8d&K2h(TiP+b~TsUF9QV)RbxYW$Z%k^v|4~O;{L$3l%?N zX=!P!WAtb~hU3e-mwMmAD^JAvhNT-%+kBpx&p5{gH2QaG?ETO3yN)8xn#N zu-P{``98ZHsm%n(MHo?5X4P%zM2TSq4lSF{3>MkP&rX?8XRm;?MS%VWS|FAU+S=F2 zo?dJBpT@gZR#5z;LD(budj$}H3DlCY%6FM<+SQ$6(<#AExL3Tpr>Y(+k-$b2Q={|s zlLS~a8v(6FomE@L__{hSU}u+b(<5%TD)JnnC`oCV5p#CFSx0o5$MHeas1ll1g;MO8 z654tA__egnbA$NL{$G*{8KWe9fpnBgPh&c?nnjm8%|6m`$6Nj!ZpcHPG>QUCrEfOR zp+G?-pZhY^C(^M29KF&W!_CQiaZXIDsBEEhl-#h?f<=4_)n=PNgs3w0KDp$4AP+(g zk3e9XzO<(`T||fj4?$*3;qdk(ER%-x_U{seTEc^FaQc5{`zrq{LFl^L6W4z(RvYYt z9LdqOO``pAG)w78Gt*db|0nG4<~OTRB0iLAJiu3(l%QU|1hG)1a+wHFr_Eego6f0_QlMK;p^CABvczl@R`IB*?1 za4k_~6TTF!DBl~SN#V2mzRUtq30SOJxGFc6ZA4kL7xzIbtc24QEF#0hu#?*b>)VIZ z>f!3tEjzKTLHkEZ$LYpUki>ls-&$XSrR2CD9HeILkuSM%d~VESO0Q_t8Jrf*-*WW2 ze}qSV-2uAD29e+=QFd?3dC{}k>54I%=5g|LJD#pUYgj(YM6>e+-gI2n=G6b6obU;z zoti^os#xxu$cfsqB$peJRUPfPFO%C;%w)gDy?j=pc+%CM^}d88R+T79U8p2QMa7t* zh6prtZvNp?$Pe^!*)Y!DhkN(5VnNy#8}7RLEiz)F?8HbMudRUDEjspu*zj-l_Ov7C zav=W_QMdN}SAO;=Pp{h!e&{{3`9BQf-(@7!(y3e29m9`F^zy{u$^qRKBHixV&a&2g zI!@I1LW-rw3s^MJg;~4XZw8#Ydu7?&#~3ZU67cR`xT1Rdh+x%tDp6LJFsrfSkLIrMM>F7 zC*Ry9*{R+_I6smuSIx~dNxWh)#y7jtZX51eKmOdT+}vb&9HEVOnudA$BhBw#i(NdNgG!14y%qj{{#RA|c}=zMh?9#QVWOYDY4$kW10j9 zu$i>5&;*3#Gc3TaSdXblx+rP{iy`$iO3sRt5Q=h|;&P%vZOoe`CC~j3d9)Od=UoIp zR-4HzpnKQv%JbP{h^?ZXlu>|2qU?UySHcqiwI7s}RXvM@6b?$(Qv zmoF1ZiDxPa9DDj;-M9yG6s;^Bj5xEgah9pBG;8$gmughqg9a+pDYHLYcFEH;&QJ4| zsIJXVWoL-WG-h%q>Wn&1K*x>jUU%u2a^fRD%lbuooUllT&m3xQoI!>6e+2fB&gW_m#Y1JlXzHuIgU5{LA=Dy5e#}B8*Y*%L>!)FC*6yI*5F>_*) zfvK{wulnMV_1gA6J{Hci)VO2n^0{XA44BgK2l^A|kMz6y2DQoD?_}H9fBfAS3RP{W zO*37L2l=>oxcNV&(hr$tZV2Nd!}28HI)xn%aGP-+QO=NdhM!qeb8~d}ouzwv!b^&m zEV2U<PYO@~W-jagw%uUfE;8`-1KL&V>4n_PlB&D|oy zC#Z*q`B5n5#+fyF_?uV9KdHiH-3i9zbS_UBS1tYdNMu~hbOg?G{krfL0VA#AZY{%? z$HKN!U4#e#wFLeL)KVw4GI0t1WfejJgUakYWn~nU@BAOWaP+|+-dh12!*3VG+Bs1~ z0FNcjxl?P1vR%A3H`@S!Cs*t}qa-QO;eq0uGHLYCB#dOWg(j91WJFEenjvFy9XD)} zFrpTVnKtv{50SkH;jm;2i;Jh}y7HUW!GS|HV=4(_0t}anI^s=_J^X2yJK;;8I|~z2 zzkZC=@A`U|V;KIiIOQHUWexOuK%}q3>ndc?Ho|gy)1Mz;q48bx>}B9(C_?$m?sNyb zl>7hw{y&Yf$YoFj5HbMb%pOzqM$P_V{5FCh#B5X7Ib;^>k5pN60PPB%=Ho&_MlwnQ zl39Rt{b!DBH0S{}HID0OS!y=I2z_RNg<^$nIZu)4R$sBsD{N+#&3 z%dmH?xpwZD2J@xB#TziMwa!gmYX8;kmC&Y)d{%yTqiws`&1TFBVDC|q5ODw$OMT9l z%wM^1l^%uPdr6!>JZC%~yAFVZ1ZH(pu@;EXNa-|JIjg7^9Yyxd$PhseU+O-&KULsqEk z`*qZqe1e~$?jLTZEYDs$BFyf$kn;es&1DnUx3?ESjd{%cRBdD-8!4&rxxJUb9w1`sh)!EiHSrhsKt_#1w}zB_dKMPD~?%jb9lTfGIM6u8ECJNrsF+(TN~p3EyXy7HC$i3@`6dpf|^h!7h4q zA(#AZnWM@8UfpWdOKjhnZI^)X7U1LCSedI?MiCe;r5m>L{!0l!0o>VpH~43c-5c`V z8$KXdLF`ytE-3bj0sEFg(>Z(Y)G=DDs6T+#tZq%j4>}ipcKf9*K6^qeQbD9*G&crx z_>mDhS^CBSOY$duPQq5*3)Kq!LeQ=!)|to?IUi9YbE$G0v$M@xaW63&T*l~Jwu@e^;2Nz1wV!yiS#I858kCIKq^M zt|v2evqZ)YNe{CCFS3f&=HL4I4{3+vlS95TT8pw{QQI=Qzq|*&!%cF4))KS!FPg5^L$uw!+$E? zu-Ul0{vhyTDPNIn@U=BcWWFXd{qN_<*s!5~^z@cHZ3E!w>5L_+?Z7ynkR5`prp^yk z_lt_tu9^z>h_V_&e1J=o2b}=a7R>V7`W}e-^n7@Gx?KC(q(O1M}K2kl?6$d5>s zDNh4YuCvBNlo;ngig)lUiNCXee+}+(>LVy6l zEx5b8dvJGmcX#WZ@4kDx`!zoq49`X{~}BV-Y!1< z8=_J0cr|G?h>y-%IU^$a3Lj)xuZc*`%gKkt~Lq#gc8S^#&)&xeCn{HPCmy&U?B(q>WB!!kI$jzdTrvJ$F)k1!f_#e?MK$Pd zf5X9sW4#4U39g#aeMT@+xTWydRICkNmJpAfZWk|K1eO8zT9z`Ppq3n$eMchQCu()6 zD5iVz@bH@&mE9y)&9QFa0(iv2!dH51f=X+Ba}ST?t_!*Me}i>-_t*$QlyO4`H|U9G z?HvmX?fYn6cBmWX1g_1ik881kyJF#dGMwx}j39t|+oqDYZ&eud)dVK;=pvKEEEvnt z3)auK5+{AS^14Ie%?nWN6WrKv$oR3r4or`r zU0rRHdoj@6PKO;x`c?zFChVw8re!1e(K|IYd5H)H|u;!H2{K^)%}1{G(!0lcq~ zQSZS`H?+q0ReNI!6iDdPMbuIr0u(PkqDSx9l7j2%|MyC2@M^^7T7-szoyA6x02Q+j z0K@v+DOXOEU$y@Rhko;RaB$EEGs(gZ-*ZhR`~1sZZ^AC_j57ekM*z?nVLl<`6)2Oi zIg@o3C2US*79NqPgM`oNe>grWiHA*mBW?tGpW=GN2C#XM3 zS@8DhOh7?^x3806kCY`=D=;GkbwSC>$$bAtTddyNR23GbC<+3t5*V*y*DS=?kJ`F* zu?r6@EG)n+#7SqX7dnYkg07zXZk$G@Bnbwxj9MF-t%Nnt9m_52At&pB851;lBl$pU zmd1s`pT!2&4A>)_olj#6dVV_jN@s`rV>&szrB6>!0Bi8z=J()svC&D45L8tE{QsU@ zvn7;_pmO`M&q|HFZ#A|neMVD9&a|H{qoSg$*fm4H70ew|Q2~05(AU(1;H&j@u*eb4 z9PUm*E`EN*U24(l0u?gKo7YuC=1(Hr*^WT~Re9wuOBt?QGFjwuY0Qo{u-Pj@T>4bL zwxoQog&u5W(#OxoN4gnK#CHgoiEA4}%xWV%+Xbw)iP|YPOYVIjD;se{m2*nzC`5LM`gVkM)3tZUHu2fn@F^q9S2VhEi?QmPx4EgMbd% z&CFsR&JTH74_`Qdi9P>GmyeWD~2#!=9d!0)7@O}L7#`|e<3}Jd)>DN98I7m|5 zz(H!>uYPC$n&aO2|D!p^-rkX|ihOb7zp-KQX7~S(aIpACnHDSbFW`E!*Wim3k*^Kt zc4H?vNLHU0ngOO3eAd`_j-yAg01BKo0RfKx6I`AW4aE78vaQcp2u(tvl11A1kumEK zwB>x_@HrS}gTG8hzDQHo`}$O0-(Gfi%)5Yrn%PF+3t@YEJJ5pp_z)V|8JtXA7{dSD zQfG5?&;m2C#B+L3f*6Gv zK|0_IY_qcSy+xfq62LH47^qN;K2CnC9Zq){o&Nc!qtM>Ag$RQ9wSpC~8^g1jXPZpm zAmT0=o%Ppm6#wa_G5*IQqAakZBr>^LrvcsHl$HwQbkokE67gZeeRF*&nm91JQF7SW zdmn^>?G@W2i&^aHiB+b(I6Q=^s$a4Ob0$Z3xx$VAN+-Z)d~~!G`VC!w3sB){*e0&T zCK5D#alf>Q;$fhKn3?Wpbpsw8FR#ZppPUZe49#*~Ev?>xBJQ^h@-l*Z7_-1Qr?NS? z+si8h^ai@*`?8k=gts>@e!KRk&8@(7#g}i?m}Ea&?v$_Zzc3kEeVKUHJb3l(>@)Ox zDfbE#zX=}51P1FtwMwBirKNVxvuJQoH@r_^_6)P+pLw-E&9tcl4>-a7GlmS({f~tc zj#LIhLLJXF5%Kj&CQzV9HEaZR>@yQ}NCIRPeum{PH|ySuxuufQib zu+6GLFf4FMJXjg@YVG{#?bF368>HAhn5kt``3*-WpEV7P5!{r$%+jVSkN{)^9}&8sw^{6V-Yz3vakdRlx-flWs)Tj* zXZ${XSbKgR9@@Ae1KNXw#GDwe1%(mZcG7~pSc?mBg)a+TV3ASs(UZEXCCSO}zfNbh zQG%rY9<6`64DJQY4LA|vQcRn4j}8_V@aNVN%7@SnzWSl~zEBE5BC2X?TUv~080b;o zNR9P=Xp|N!P=D(p$Ovha)U~^2@ZNK6bug?Ml`FLx$zibgJR}O639!$rdY?`=1E4gO z3}+di>KVN6H&gykZ5wb;fo+kH2bv~plYD~dz-Q4ABc<8Q7&7j^YL6o*)eK%#*I3>o za)OBu|Cw8npi=6hTs|*Jj$W*cAOmaOh4(J0L?slg@{rPJh;!LzSwDW1);-l*vjRpw zl2N$7x=L=4#>I;hMYUR?VqUJC1DKe*jx@*o{h4B=3VLl+q5~&> zr37|Y^|C-mzi;|-PPX*%9X~(=Xv1T_-Mqy;-t#*oScf)aqpscNjhMn|%fNwSB{FJq zA8E3#owm96Vpd?TzKll}^Y84==?xwoll1<>;q;;U;8I9WZ)0{AGr&r{OMxkV$DV6bDqG>PAK&iw{=Vl; zpBZjW*eENlaorOU5176Uh(Flh2fWz3j@+||5dntT?Dd+mnh@c{nh*;LcaxKokB^U+ zmzQg;ZX4b=vPD2c1WZPjWBZb0$;!)P1iBABGg;%8PW<}6R9k=!`|>-1EmO`cZit{IP&=Q}R7k z;Fv)53F$B{98X3US4IJI8UC;iJ%@Y?(7>>qf)h=w*D|IiQRv^qL~Y09mc|g&h|JHK z)hm>V4W;>v?7i6z7Kro!NLrHQxI{$o+rPFwBCQ+*I-wUsLAQXG zqFoRxg{6RL0kiPE?GRt@@zA^ThN}zD{`Lg8h?cD?--at+hdbX^I^SM8KVIx!`|W_9 z<9(ayeY^Ahr1RLh#qV{%@AY}1(-(4NtVMg629edl1jg&ipf^CoWFoPK2B<8mxcb7 z6#J=`_!75Dkv8Gs_7+^BvaBha^xoSl6g;xn%`A>U81y?N>IuX%4eS8{@p^%AI40!WM;&-PC} z-$*Sp#K;JvfL_u3;lX~={Jam(8;Kstyt%Vb_bSHT3cji%Y)Z6b-ao&AS-oa!!#?;Y zN{JpF#>Q^{=}ctgX8t<>%GC1fNL@TQI%0^D$V-dBBkk3o8m zQ&GN9Q2hM-$aZrJ3m-$7ukcy6tjTG~$xm-U2?@tx5_nj3>KX^$?JnFf=!_sW{bI0| z^;WkFI=!di+6e(fw`k73ivPXf+l*lTj0K6a&^{s#M$~Vi%o3i z6ag6ROQ4;LddVdHkFF$=|4Z?oNpcBLNx;^nDZ&B*vMmnECQb%M|Cj~pv-x%Jb0;@U zraSXsz(D~Ld2om{xn<=I+(pX8Z7!m z!lDc!@0PKYw<(FkraZP(IHPHb7{*Vi>07fF)j zo%dFqF#bq-8s(}{1CWPr5q91?rFw6)S=4-=;Gn?tfm`Kq%+43%bK2>v_led91UAe$ z3=HfKSDtiW?^^r)vfyj4AQTL4ZmBvEF1I)z!|78aOs*6H0H zz=3eCyXTga95?!&G`jN<#ls`NpSyK>0Y96{X(u9<7X^65OM-QQk98xezqxVv(7IOq zFM8oTM@IIads|t+*5HVhAd)Mc4SnciV%-aDAV&M)Lq%|nh4d4cus=A|uWz3`++v)@ z1Gu%PkK_u|=tpW!X;)&)YqV=do|h7PHyY^IuF%;W)qjeO#|&~G{1%J+uyeaWf@#&~ zBBnVWNL7>1UCPMFSO8ahz4cm4XGk&&kYAct*W#tZvAaI;_t;U@x0&gl+?)R~ zoR?Nh?SYw0v_fGQ{CR$1p$VgfQ$zV3yYcAZg5h3^tNrq7fLO2D5n4SxGqY3H@O?p3 zQ`5iN*47pp8k(LR@AU<^)CM;9Iv>M3!J-WZ!PO?xxNi#mo(uc>`mDiTuai1||N8as zs#;uJ{FRxTn+x1c50}I8e$O*=b1L!Lnwro54yiSwyV)5`RbL1JAtBJ+X&?g1IqQ%2 z%U;xgi9t4Y_SDOGsG+r*Q#rgUEi{#O^WPelr@%??gPl-y4*u=Cly$)&;!2{r_Sq)xp7;J2{ zR+h(I3$JK$_{MByF6SisvaZ8e*W^@%l;q?A9)*-<(R+$kB6HZUB_5`Q1qJx{skJqZ z0#CcDzP`G8dKcH%!;g>72ErPKBAOXFpGlBJc2V@!m#5Y3pUw3yvH9gK)8*i-Bco)y zmBCz;3^mOpE{0ior_EE{Hg5W@5^M2`7Mk1F8hCkHfJ50m1$LaW9Q=DU?dRXw`397| zo}5Y0L}oBOpQlVj9@xm+TVU4aj~_V|6-4(u%gycWWE>p)yjoMMvnZ(=7>){~u$LFx ztaY?J$}w8e8Hr0%Q&ODu>$?TtzWz+j`4CtDAx0R>5Mp6L|0sZ|4B!Os1l-S?d%)m2 zxgl7f&_t%-N0Q%DlJ%Ofh{z9M1Gc>HHO8(1Kgu;QrS}e8T|XBTxr~m1J7g2f)tlSM z62Q0{ult;*Gs(%xk`At}j5IU`T4&iYomUZdKZApPuZO65dw1PgqdCH7{#A{UKX_H% z_oqu6@Ar-Rmba9@Jr2^{F0)Yu9>JXXzJ7%v;$&q7b{zVleE(wuWQd6n?(FP1IXNwT zHa9na9Cz!0ED$f(AndHVS{Fe})>Kv$^HDLj{P)~36?LnMek6iNm6q;$=QKBSH>j{m z=%(Ikn@+Cc=>Q93Vb{}AQ!h^Niz-Th0Fr1k+G|WP^1~K8eNQ|%$W?vi!N>wbt_Bok zaKqV!1<2c7N0AM%jAdLQ=g?&hAJmgeS7 zMOEbAE2wEI2=EBBbPdn#)NA|OdM!~pB>acQ9TvmGhXdXNrehI2dt5Yod-soyG{m>k zUbNJgi5Ny(3yaaY0IwAhF)Vlo!q9YADELOh zn}i@^V_4bG0>>U3%+4eSjX6G2MYsLa7ys88}$-lVz%>T?ZVU3b8!{!4_@2H`^$yA zoE&Md1hJ2?zJAy1Y*`A)EwBX}SY?U;ZDcu%Cc}^*eRFf8LC7J|gY&6ctN>d@Sy2xw zS@XZ%bsT!FG_yaC#zD5)-HFSXVT~#h8s%kW03rvDD-ceLgOdPcQ-kS$|4zH2$y-=> zFh3ZhG#XlLsKmINnnuG1B);qD#3dx8r>Cz>PI9pbNCigVrkyk2H9W_f8O#FpB_k!p z*6xCyh6X76gClh2mX^U%S*HQ--Pbh;V7%^Cm3F@}9!4I~mF5AIyC9~fqXRg# z(xM{Lsf!ZveKL%DQ_B{sRee)&IRjw}H8WIBn8(DW-F*r!SpL*pp`7UAkMgWXQw<}- zF(*UI%l&$*1w%u_u30VPFCUr!_z!-yHfSu5=GoXc zth$;7`vsXNGCcexSMWL4#!>lsapQGtV{-;z)9t!usc{M3o=++RlkC>ph73Cub8{u4 zdNS_sUGKkqdfppJ>R$8k@L0M1#Nz+)uWw=I5VRvf()^VC{KRrc$ApLd4eQQi+DCJI zB6ktzEtB-WD#168T{J$3*!)E)6kkn3{8Zqn#f;Pv^GV7`OVdzOA0Hj%wp!ZRUgV4* zWADm18yQ(Rco@5r$}7f4M+1hCrIi)HVe@x8WNB+8Wn=HufHyTjZ_r?#LyUoQ-qxnzq;1z5!-Jr+7B<-FqsWXOE!so%-@K742@uS8WJqADi6L zS|-lI%ih#R+YL_zWpx2At{!5_yFdHJ6t!6nvW<_!!=8E{l7>o}mMMG;vXNiE=>XSr zQc@D`5#pj>_=bj#k>b~jw)NvPT%lfprc4=C87BJ5a+@q(1jO&cOXkG4IQ+a`;b#o} z^R+h>me`{cKGt4_hBYN6_vdRr0SMCE97GjKAU$2zVQt1XJUjG}h+1GP4WS_TvS_zB z@j45s2N?LmRZMF=}y}%T0 zfsBmIU-ceAYb`2G?`3%bs00DM^wwl-Y#1`gRSa}=kcE)Z0H@J4i-v~wuav`6yXxz2 z+I`&H85tQFfbqv#?;Z$#Gy?$(mA-eSA*jTWQBi7YY6E}&g7t3refYdWIp>N4UnCBb z{3~=|`8utx5q-WhK9GZL;6QC~0LsYsDwWn{Ft4c(?x*(Q8&gZLyCi#PXmjq1+~=N{ zZ*dCu{PPWhGPPoFhP1)kzBWTQpQD+c1;uiHk%m#{cxQ{v%+PxOCEI%DAu%B$(N+|` zzm@ww0tVXY0P^>Kw$|14jPuS@tM=LZr}X!mwzz4SnwW6#Q&=Y3P<1f;N?M(zJG7TRzWivT}2y9Wzts z<9#};+c_nlyO8PU$C5SPQsOIMlG=4q?i+|j_z zCYo3p7tw(j77{EziP^)rk7)Y2Cp}P{)gMhuYsDanw6QAF{V9{ntBVIls2%=xAf5TX zl?AO$TkRq1J~=JF56Xs%h2<*h<1wnEqk}d1v=>znh!6*`T|1B>7=(ypZEgL2Blv-_ zityXU+PckgFDxWv!0V!YK^R~#_VjM=?qb|u?rr=p0R{_bPay#S4e$^^poifv0Ho@* zI1d4w+dn!Z1F#q7s0%$bI~{ZlN+tt+sWxPye5SzLlmzkJ?d_(hJI*d$jHJ-Ei;D|$ zK~B#0zYb{=M`3ks4LQ*7p>-o$T~M%7@F`C4sq*8w@}B^ttE&tA(nkd}tjXK0-Vg)Y zcadmf<#*JNOVsuC^{S6RRDmve@5A@Emrb84ZfkQpJ2O#5o8SDVNsmb?zJk>oFVxU{ z2s(P)yN^AJd#D3Q0NVKSobv%92Tso~(qSB(``;vM`>q2(r}&wO2%L9ej-Q^MetdXX z5wK{E(5nCju%&RHu zYMjyx#C3G|J5UY-!I2I)zb>Lp7#je9F^rV6GdI`E!$YMBH%UL7fdh#3QfMA`PR${J zo{OlS8VU|!xR!zTf1WRVn3<{3Oj$8A+s~*Gn~R*;CKygFdc3`rQBgU2gB>FF@qQU! zgI(ed+uv6O<4Do0#c?NVUh8rDlM?kTE@7N!wnr28{1U8|xB#GDJbW#nKf1mNTVCOT zrqaG)Xmf(&2sx$=c^@1!my*(ObhHE+os5pI&Vw$KfhcSi2+7d5bTa+pSwANF4yk!i zU{a>RDJMOYvU}`_c1awqX zppPYnnf#uh&c@}PNF|yL7mLrDqy0Y~0 zx<#cKAPO)$8;yi~Jz=Ew_~fK}AT`rv*4mS9LbhMcbEf+)0H=pP`Xc6B6Q5 zQzd%()aDy9e@rxR-83A9JX3=T-y{@=#?0C-9=_HSkpMLmdbg|q!VucpP+_Z}p#l3a zjL!a#0Zl)??^h0vfJpF88yg!eEG&0KTwwDZjH{?9q*stfzC(Fwspvm)MOPRBVF1L; zG%PXP(*u~ha24Rf#FBw{cIw3Tpy_Bod;2PY#-|yC)a`FfOiG%%(6{k_db#KX*4DuX zewUU;Ktu%MhOVfB)fDgqpaK;IhW~0+1Fph?sq+qfH zTcV0Euz?$(&zhgVPfKfCX*}QCrS^yMNA%pku7K{ry=FVfmRf)hI2vqGi>REh2io4&@f0-`?IH zL;Vh%re-a#hIm^|r!Y#BBqRn(ORb!0uz=xntUV4OEehyTkWiPVG+Q5*m$~^;oD$;N z2m1%8Qd5@^5T$E(!&cK?mzSRd0>0!s#%M^3c7z}xAjHLiYHOWy>V)RC{n-z3K?4N3V4`4_`|_PG zFBN=rh2`x|p02L4^*Vo!%lX66i7LjP%A~H&&Ip^EJ&r7{JJth+LXR@e1=yRkGl0@J zmLj6xQ;;?0CWcr$FMa^bq7~%lt0*f&%sr9(q>3VFkiZ=-+&DfV00+hK4-2^8zxdi& zy<)bkapYz_4TYWA+;JyL1VO=p*m*^`Ub2%xT;3e-LJbeELlehU5f`%p-ArE&u$N1B zYL_ES89Lyu)BZdw3cV#)X(E&Ax*s;dE$6)Z1}|lhoh67yPH>>_{LdqZXKE=@g!zbi z%FoZ=+A^5DeSIa!iiNgtS~0hC%%g1kB7bm@;NxRV$A(u}UQ}E`Oq{Bzp}R+79w=Dh z`Ou-2y2>I?zL=U8#=)!%0x=~Wn3@^`jbMF4UErOn3apC__{z%*EO0+#pvO8M#_sm@ zne4Y>C<*EbgYR1-R0n}0hB{_uh<$;6q5$GkHLlz8{?@%bpgTEXLP7?fs^>>UxD3zA z_tB@w@UyUJfIzTTc55v_6FIXwEgdzcxv}d?zN0rwZ_~&d%f8&-zYJvNSXg+Nn!5J( zCRR^{W}Lt0^i0>){T?1Zj)_q;fHY^V*W5ZhJU>7G{TnGr1VG~5U*Y|ZyL(wUR&sx{ zx=dHzgsn4u@rviqtgUm$o7*+7f3-xSJI$JShOH?Nm`G8*qJMRdn}rEo&cZ?v{1!yx zCC6lK)%A|^Edv%LNL2Lj_gIanwDR4+8vi|B&u{PP1o1#XF*9j88)feFmWj~ur$Fbr z-_!>UI>4fQL)$}SNclif+kx=iu)ua1`8tWc&3s@+hSr=_8yP7VM0x=f05j0W)%0|Y zW&r(S!V0^!nS?EN6|%nqElx{|r=t@VDiL`>ULFTKyR3ZejC-=jivM|c_ty5d5(({N zU1MXWt#p5C=g!Vd7j*(#I%lAdgQsOfNeLs%7mh7qX$uZo}N%T>)i{-Qrj(arR>5c*WivR=rcfQ@_V-*EqEcVGF1ngQ?#2sQwYjEjp)k$q?yt_eT(w!{KaeOL+n zNjX=%x4wT{FW7qasyR0L_86v*bQ-W5W$0AzI2#;?hge#lYRc`!+A&Gqk#^Ruui?(P za$u2|B$L4nLhSbV5O%>5F!ALq(94mqe9FiZs8XKDL#(B}k@z&cJe5W1~Es2ln-#faeW5Zw{;t&ysY3Yu`!fBOa*?_k4 z@YtH7G(8JDvsh|KO`qBFOH$n3W);9VI=R}~`ouN4a3-g^HS&f1ZfLR@1rR+THKAj~ zAzX*^EPEAD9sp$z0Ha~y!&LoLOK9Ku0W8Zg z!8!Egs=M)?oS#Ll2Lye&kDl_Q3k3L4hBs#uTpu^+g9m1o91}-I{+fiPPt0nOWJF>Z zdWIB&%PM2`k2ilq1jk~}3IooQ!iyF4LIz5jXjW@&lm@6GGu4KkW@RWuR3a89I;uqe zn_YYt`Uc52Ct}m+dcjq$v_93=(7?*Uy*59up`?_N9Fv}@_IPQ~yST`O_+?(mV#{@v zkGh;L0WlCV_s(Su`YC@&!viQN5fKboj$kyMAZ%Sg_&q&4qhn-*PD@NsxqU#L#>i~s z#7#dBvsWEBwy_PdY!Krf1$<19Ti7@WCZ@alG+}u7%a$eh(=#=-yUh$^Ha9oY*cS|o z%&#<}ogTwRFR{pg_W@Wp0w`+JPDKX`^9w~oqn4ym4|dl_)(D0G=*i0?=jN_2Xz3`e ztt@yp5cm9Am6Ac--k(r4wA9x3hG~mjC@uCrHFcGfgT6QqpnpNZ$|G_g5!s;+1yskx z`O#Zv6Nk5#j|buHO03n64UUPh;zo`vb*H9lGRujWvag?Kf8209+d54&Hr&S!@RmIl zh4OzKvcC(t`bf@jzEQhkCqLgX-z8=Ioqa*!5>XLU5t40E34&aXRVx+mL}OH8p?!Tag+&>XWtO_L0!(WJ? zRpQAQ!^4i}r+Mwp!w<~Re;xj>>!3slmcDbpWT!&eVw8MCr0Rx_j)t~2c7A>py@fw< z>6wYNOtkdCB?;I^wy`CwVDv8xEho>8hmS``fvP62XdvdOL>b*sR_Ez%4me0MmzFtHMT$OF6}ENsZq`9^C@vf5mSt_ae8wii%a934yY^BI6aeGU!`U@r{+ zXXvX!sVz;z+O*(tIuCAPJ+B&OfYO;5Mf)QC4wP}Q|p_vPd_ zs?^W?W}L^YNqs)m_Ic|CW*oP-r~CWo0Yc{|EKS(zkH~wX=;y>uf97@KF{S{VbHoAH z*NjZi{2WJDLrxER*ZcExf3D5qN)>~x*>(L~#Ck@@>Fn#r1r9OQtCQ`}m}AfELnbol zVyS1vtGbiY2T`Kl-u;I0f*(;WP@_X=Y;U>;i4P7jV#)WEpf4lpku`_~%hE(({~eKH zVqU)eVoIj{gT&w%G9(R!z*QhiOhv*`LBdl=twk?M*M(~?5q+5Q-HJ;0!HSo7GI0~D zV3ehh)X-I|I?os$^txK_jqj-tgik9Yo~)TCvuLlN<_Q-KF&7{mYWW@2awbQ;Iz;N} zWsd8u8abyz^9O#w^fHV5n~@_AI)$7JSkewgqVh%G`^!(l+xTdg!yz!qM-j zx~rfYhR@$=`A_R4a$T% zHAMm`TN@?@Mo3fPnxUa1cz7uaiai~jcBJ#e7gXvWM-$Hc%;TT)`_ zX_=yBS>CaRYvrFF&tS`PHGZU1LRh;nKfjn`=S{)S-(Fhk1#|{hl|tJCb=;kQ((k}@ zlGX|a8Dh=$>l^=_)xv^7r<$9Wmk?m-qxlxImycI!@$#~ks{lvnx|t%Zx%VvIS!jo7 zEvWbBOTHb#kM+jc2Fnd$>*WkOE3MiatGzvr2LTz6kBf`K*OsbBQ>?u`vxW?SiNB9G ztIc@+^a$~h2Rnqm<|f%!``ZbXD3M@V^~j(IWme<+g2u})Wi9!99#2Ld&kE(WIu{+( zlR*^AKm)>i;+hq|#e4t6wJ(GcZ8`K)z#w*t$!@z03Pm-ifwMIf@pU-fg4khh z+JRegl!TzYclP$cSNfLvH7k+qHaZexcy=o8=&)79C8~*eZYsgT>U&*X8mbkymBshE zQ0aPetR@95_)^yRD?EFP&W0Iqo6SzhTmP>#A7E@sBS+DZP{ct&O=z?h$T~*`5ZBac zpZgur=NtsGcASLK4i4b|BFuxtrE3)BAJDWsbr%Z_1D_0$MN*Rl<{Y@nPV!2bW_XVa>^3dU4{hB?AuaU}1G2w=PxQ`^ zebxQno$OvMyg%O0m9;gHqGCd7YEpW-mX6NC3NN!@BMD!_Gs`BNDxjd8oSl`Hmrslh zO$-kM1=7OWng|ycL@T_9|LSV|djk+ohluow9X(8KRZJLaiU~SWUn_R-OUPmyT@~Ut z6w{23Z9ehPUjUiF0Ead@sziOgvdj}4EZ%xVqr9XM25j61#DoTN4=*==p4v1IF1Kw* zPL=T!hVvQv!<7CaR7^}vpb<4SHg2e^%juBc3EdCEqTp)wvNAD&#sWsdhGGu@4IOhg z=|=$|$h~-mU}GmXMT70D>xtr*vfL#er=6rXy~S)zUDq4~kpH=*pm<0lf)PWG(z>|s z;{sFe?feFDB!Z!xn>z?TGjHv!@pqmdBX9<51hOlhePz$y4z>#cEJr!vUyNGZ1tm0) z1@qA$SOhH+PXv?vL;g-145AG}-+|w7GskUKW#iMaNTuy_@cDBv(Q|NyCk#=GXN6{q zKDK^w?-v_b1|10<{?H6?bCKXQ2_zlic~}>?E(lAwXiGHhKDw4oLm$p6?f|_owOvp3 zz42g!5NCa?Y)6~TCp0rcet7z9y$2Em%`aWs1!kKih?DaPmM7BAk&+JbzC3xP5;dNjgxRYwnVZ3{0 z(9jo#P;A^4*4tA9LNlI3^0JHQp7@hVLW(#^3FcQxiBmG_v!)B?=h;xXJg$JG`d>WL zbVm+IRJT*U3ZX3qv~*ttHuGj?P*zsj;o+z5wlDI5oKA=ETZg*I zkv7^}63vd0eNh5N zh9V0zkIrzZ>8abjsJ>8e6V?N|0z!j^7oO58y0}%X&z!!utc#9i7#{-%mAqm~Y?`9B z^8DIdV@nBZAn&PllAA9ls5EDr^Xohg4o(VQD%*7J%}v-fmNI#Z z2B{`Je2%HPh7{R6g|D_sz~RWre$VH+8VH&&qRP@8i1Z@nxSr)bMk&g(?x|99ot?b< z6SKl%7x>dWPm>4T24NN{B8tFehKJN7gZGCTyZLJtiivksNkI6y zViK7I_+6GoQm**z$-q#d)K>qu7&uUjaMyc96Zoqo;g_o|SgwMC%&d149e9T({6U49 zbH!xFcFPmA<(v*NxAt7>=sK8TG+HZyt@f&^TO=uN>O}qeuU8h=Uk+bFnNpRdPvFWN z=jK5mLt0GEQ^1%qiCHq;>#6ME^f#y|1F@A`5;7G06xJmjmGDbRJ{50Xsi94a_F5w*4v=68u4e6MdCVu8_W(E+Sniir`}C*pGn`)V{&11d>HiHsd5KVq`1HcLeJ zf8|M-7oJR^{Q&Qk$1Q%S1Xt|hcy#L|@dx(_5OKa!L;+p5RDiR^BJK3HjDObr907K` zL)9jiejSt{aE8jka>eU0JOvy^yZ7!MBE*n(3JtEoJ4{=xFDc`?c8E zn(po|0)h56G&mfx)Yd*e37(QtB%Ft_6`_oPsH1CWsHCW<=;!xw4TK_CA+LT{#f~E} z!%~o!0mvCDK1nIrA+T4V^j|Srzl;6|%yEYUor(1)3;TQ8x>lEzd}U$5ebm;`L9Bp1 zKtV>P!}KWnE*EJCr1$hil-khV9riV+LX0Xm@5eal>z7q!z3xPvdp{4g4~H!SR^x8E zm9~x7t1||^66@4+*Y&BX2v>J|!Mk-G?HNa>>q(N4k~QG9gFkJU*cAz0P4>rUzVFVso>R0aSAp8c?i`i zW2$2V=sc)BRI4{C5w_b=Eg;Fep(`E>1)$BCT=Nf)4J4Zudmr-_u0ZQlGTvFc`|O33 z0{v9*s>CezMvOX_&~OWfO$VWIx>WKWnS5tntAAH6e}+VM#D5FKI7~byia9!JRpPm4 z<=OI?UBr+?BsU=O_;r~p6At4}488_-7NL#&doA+3VfT?n4|5!oMx4sEjDu&Z+ZT_( zX@SFDG`VDMeil}`SVF`c@6cv9IF`HbfZB$TqQN0zGsr6&56_D^%#2GubtDy{1E+mJ z0zM`?B?Rmb)Zec15(TF$MmRJ|LhfTmWqwiAH=~TEW87G;JQ7rR+XKf~d{MQqkBXj! zm=FlA;`j!ER9t&*N6d?s03~P?Ln>9PZ8-`~*86xl)=eGU1^VeV<6-+b*+0}>-Yyi1 zSD3UKir%s+!qBUAkQ{bu4EB|ZdZ;>(Dm=82nz`(nO~bIrma0~wi5hnZHcADz>pC01 zsQY8rS$Gm7Tk&J3wnNc+lqWk&Lh(d@PZ$w-!Wh@UA-nr~7ER5z{2b6hLefEsYDVX9 z?A4+MzcUoKB#fEtgm449vjBCn?Fa0eK`=1<$j06mE+_yW_}zXv;20e&e~R(nPLm|% zML~_E#6%caSm7)Ujis!k@$vJaA)1!oYEB224Bg@e-;$D4`}-;XL--D1&v0`$@9pgY zum~WTMn=Blx z+FI#oGK3g2Q=pyy%GoFUMU=IZO~D=N<0+In~!iM_9{ z+E*IU*`}R%d0PSF`jgHwR6}uV;oQ06_Uo%R@UjBdTMv&tzN>6I`^pOkh??kPXtN@R z)(IQiyZhS%tawUtGeDYsV1F19q?dVlFl2V|0lHfeo${s(&G-YFi66yBhR1{jl!)J5 z?($%Qft!?QK;AQ*YtQF39!Ka8E!h0Y&(H@c5HSXuU>uu*9tIn69GgJlSawI@*qeOH z^N(?1 zs?G8BN^Qh}d1GY87202zctiY+m?v@Qb5{K7GI_#7Ja0sDVG0HXnZU+D>h6n~7TFl- z^$9uwzx4$49LV|^>ILMIANm-|M??)a37^P` zjYR!SS``eNSOVl978!NrlzafY#E2UQ!QPOhc}2KxwFg{!L6QpN0mvPizm^s^wJ6JHV&7zt8Qv zK&0(G$msGeX{t_Rd=q<5y)1(1%+R? z?JY6agB77#avu}KeE!_>nfQU31=Gv|RcF*Ysbz64enP}9fF8O@IbdLE5GQH zBH4n`Y>?aV?82>#f3b&uXfg4Yf)Pmq-DIkf6sLXx8n`i2)~ytX34_fJThMY}J8_LVc=;)}pxjC3B?VXJcT}*Vw zd`3geF2wcc&@{97<7=Cm*uRRKvjaY53X1ZE1|oZeVHhz|!bEb4{M~(8z{aJ2+yEn4 z;^QDcy1J;Yv!O1gGewU|{53z{wEd$sO7Q)Vv8u7T*vG-Z#mUIaYQc0_>vr^nij_lJ z*J#BSGCc6Jul^TN?-(9t7jEmuY;3Dh!^UP~tFdj{M#ILo zZQHhO+iK4HoxS$j|N5)Fn(NJ+&m7Mf_ZR`k$YSrDw7wW>94e~evQ&nG4h7uR|Hn6b za%7^JmbiGca2+9XJpH1hu5)E!J3TrjBQil?KcfqQ{J_QA;TxD6j+lf*Aw;q7B; z9!?4uZwhQhSM^da`YH?0zZrpWWUxKf*4#8VK|w;RYd~tKqYWZ-B5_%w85!bvO(Eh6 zRr@!|zw2qf&(yP#=s_bxz(4U>pPAYanpxvGO>wPEQ7mlHZ!ED*%yA*NcwDsLJq$=7 zB~1n(yN0pOtT3H4lmfTz-yCs25>SaTK0QsS$1W30KFp-9-=?3|R)JQReHRyGIW3%~ z@Z@Yg;_%}jRHi%@D0(hKNZU*hSEmv&_;F|F?f9%t+%6NqY9fAZ$I|4=*5uT8C}ILT zCH|wU$fV13;*+j2AQd>V`+1aOOM{Jb3XPG!5{v{e!pN9b#+YC%B$%LcjPmz)emDKb zYB{se`<0O{O34$Qea8oRWg_d#40hLodi{mdt#nWS*qa~M zvl`9=nh^{S_C5WLh##_x%yJ@z(2>31b|Qo3_o1~Ioc0eykO8GV6IQONjoa_I+bkfe6%Y=xqz47)zHR4;$abn0}^2@ik%Nv6u{J&FPj3wnl@RXnl~PsF5YP@@i^p#ib$F~oE8 zVEz?P=^Yu#6B*-~mhz&O0u9`8&NWeXE@25AqGK8PIf}D@u;LBAEW8Hjm&Wgi z68~?@hq2`^73O3p3v_>GV&ySCRz{KZ>h8BPN+e9Wme;*$HkJT*87pbo_BjnlS ztb#+%{pUNZTWxJEutkoxzWrorvbLu*-8b>@046_-1DG_x!w<^AKpV?D^IP>dB}LKL z*bk5wfPF74EId9w{vm04WaqnJulhlzAI9OlEvKxySXem5|N25-!_F%5ucph`#wG4` zUO#&6TyA;mJ3~ryaWRpA_xZeMwvWSe@8?0&QdR3J+>IB{&aL|FR+T;P=mdq81ew-#a?gA8;-Ii@0CiO*~QMOMA<&ONhyNOss4kG_Zs0UaS&xuj_fXBWtcBbGOeBG$J*+!ZV&a*385yM0tHEHZ za;bg=JYj*;6U%+1I~(d=ffur-Yc z4#XzExVXgxGtGA8p`lYyOf0b^>5%$)U(KZi))yweUhJpyL+Hg~+Wd-QvWa(m#|A?6 zQBKy^C~huViPIf>+1Nmg?l>*aiBkq>ETB#JJ=w4=4ABh8+?=lPyHHK!&{Ys?d9fU> z@as@2_{@cHW@ZLKlr1l0g@ad(z|KTgh*X%HZ<=dv>T81D$`wx<{2;x9&X`%rY+Q9& za&TTx<+keJ8fxIcK=P=vB;ukJNkD}caJQL`R2#GNS}fpxlMi^DHB5)c3y3(h#mD`; zbE{|j$$4q%kQT?l_&coOS2$j>(aowtTKrE2@3Ve4oH31;Z>hn=N-R$Fq%&g?R2O2p z`CJfEr;!M%>T57T)}O5r7gQFZ1~CMVtQ?XQqKrXL6HUc)61m7+x2O|Wz|VPoO@AXq zK0ctLGB7oZ7f;9|*hre(4y{Ji z&ynHbS-4aCLFLo4Z~09LF3du2i7qLk9__*(oygC2QNb&k7@yfW&OFpK+rDCz|M$L9 z+{F^R=3sf&vX2~CTx>i&O||iu_$}+AV(=5 zLP=@-pYQA){4t1VNovkM%N(%YXYx95VE#Ms^_%)C3RU2BNDAxeDSm%sr%95@Uf z7HD}>(rshux-3^bEj&Y*llh2Xx98?WUF7AG@5MB19c6w0iAL468U#a|$Cds8ERIi2 zPY($RbARjnbK_JTik61-js=cFTT8!^R9^(my$vee_!_CEHM0`4J+?`T!8MHf$-RY_ z(TY1JCIu^c5ub8p5p$=a^-+gm!snwUGf9o6;^^nZRn^ha+3A^z6qw8#AjIK$Y7uLj zzHwRNKy=kKBP4VDYT*!Rlg!)HHqbVzjh2n;QDJr@nrG&NfTaVso(kZ&$)yTcO33#P znp`E8g70QF^_rOIfVED2*Zj*Pcx)A5Jq@Wehvd+J?Y<5LMORVeCmoodNK;ep(-R3I zqJA{uZgh{Gki-lAntuycZi{^bQn7!#{;$h^0s_(uGp^#ef>!*#ObL=)L_{iNY{DRo z3}X0()4JPuonk7B)Y(x8%N^{RDJWHC#+fI4bU(}h`Wn#0b<{!L6?_YC%o!|!ob|rx zxw-8zF68j%a3DnzYDeNm1rIy0!@JoFge41t@pV?=WLUO~i@wYEGJl>rVM;DhE>6)r)61KCd{L{CPtH8VCVknb zf?<1+W3CkuHBHD|gc!VdY80pi5Jz+aTdbo4KdW6?m)&TWU6-a^5W6`n(;4}Hrj-Hm z36Wrp#ZnnDo*gk__zUY~Q!2RD=AcC`oCV~ouJUhZg8!?IQyc$*REEbyFNf9+Bm_hg z{~mz14GeUcnCQj-Eoh7Y|KRh}H=y;=s^U6<*ex@$3tl-(ggJk*}xGRZ2(7H8wjR9%B?28y_1TgC7Ie9bg&}-*|hQyP2_5 zF}4;G0)$2hIXS>0`NLS^j%_o;E7Q8JvZ+AB8p&>K;hajTRO{sGjDZeR-gN8jpm&&P z)7y@}v8BYo%F4^y+xd^C(}Zl_nq$;cemeg4N*Z={RYeJ)qu=Hu*_sv{v+!66rdL!} z-X7anq8GMuvvX@(#zXqZNlVYYLJao59YG$V-jCKF8Drkz4ZyzpO#cN2>9@BxIC!`^ zCMHcy4XmW3Wxe~SApuk0x5@$ zDkLpx=jd1oQmw)`n>jOA^~m;bzmR3F^Le!lc(e^WHVksJY<_07v<(aLY8h%5{#3N9 z)o$rTDEa;^jKn$8DgKw|m_er&C<+$O#`L(+&!(r`-=^TSmA&4*Y)!d-N~uZ(?Fo6c zjw~;0m|;d3dd8==))*jZO}tnEzf42z!VOynsI|`Uk4Rx%<3)DQb*^r=u8uo5_IS0z zL9eQ6ZRmdrU|>jW5YKyoM1}_T7hAQA{;wHo-8n>5&>kUm2~*V%=V+J2U#)o%4OxyY z%BUo9zx*mHE5K#vA=iq{uyI*m9X~qR=YIwV(^msD7ruY_8rwl>PsB8KQV5mNE zOl+|%Or=iVX$7Z11oA4a!#cfFz_Yl5*1=(W!;gi;Te^&UIM<0i-;vMqk)X|i=`MqF z-&W9sGG}1f_lcI;e~wE~nHd{OoTY!B*pkL8V282`Ok}FwRKHBpJ_h{>=CGy)lxh;( zfLyXZu6W0OhfUBVT~8C08M(Kj5UP9+dPUR4B{w>{XB~zcS5Kh42rjC}te|>F@@@x8 zu6GvrsmNwN@LBJLq8ONp-IX5+<8wOiBzBzZ5n0GdIl36k(;mdtJ0^VNg>jBf((^-! zvTH&L-Gk}}AwyH;N#qh)&w>}hOPdjQ25Ed$UkU$9_FXov;aLS`b4pgh%w-MBs0$`G zdUo#$_4p9?`rL=F=iR{X8M35%8ZuHX@+MzQyLaIoR!Is7)cubjlR!t3dFjzJ+Sg~` z`=$5)I}ye@+hNU1@5;v7c5`nF2NN$dOYG_<(x86aYev=%cCXLR*E>5$!6GRFisKK4 zavXxxoj`!-7R&B(ozUp$vB0+bHaR;xI`?-B@HKCDJ%SuYev`AQn3uDvtgfP)nurFD z267(pr15%as1T65jq`Lcy$#6IGlX0R{rLIR#C!Nky3A8^&gbhwa&jYbzF110k&$T{ zJiJUG$h}3O+(O|uGrh8>xn53#2bip=M^lNmI-I|B91MlmH#SI@3GkE`iM>tne)dw& zO@RCrEL8^N9)PKvl#~F_$;zH$$u?`NaCmZ7$1S9J`T12fH9e1?GS4E$!f(T)CNC2a zc((M<^3siw;w{Pt9~bg?Ox=IK`w%T8SrFLIvODp+kFC%Bn3>|!g7b0-f3kz*2G4+P z@Ms@q4tsKm34HU&dcJQ18I0;6ay=t_7C(Emqk$&XqLj)3H4~rgzn_x{>6dpN+M`ZIfI}c0H_ics==8x{)s!o|9S>Paw$ygttwU7ztWph-W+Ar^{FGp@(1!cufbS8sTKU?8a|RwQzOyu+Dk6H}sK9u;F5g-=SN@lpLV* zK^G0}MBsB|X3)(rxo@Zo%_(y_(GQ1(?7?}QoFW_Q!6$>cxPm1LP!!D*exV`|LvGK$ z93Y33ySVf&kP%6)vVrNrR8Yt|;+{mKQr(0o{y@^_l!)b5IrCC2TwjCwc?gewB*^8M zkWIEDae^Uw2iI>l-~-_)LK^-{xV43tcW#xlZoNKzGzs)+)a{ac+vG$^1gNn?;ft$~c z+Bt#Hs>ZI4|296vb@DArxw#IpsS&(2e+8Rey&_aIgL^1MDv~=@JtC1qEO*SzVuiv! zvgeqQ>61rrK3Vvq8tPpe_Nf~c-)?aDJfKo0tTryRscKx1Zuv9Rm{jS{|FNnu!L3VJ z{dsP_o1F!=#z43Zu%5rZia5C2xFi7)!;aQgYdbq54-Xr2b7#X$*Xz5ue)NMSAV}I$ zv$4*srmU8f8VBqemRDAo*w||8>VAB%HLKyZ$*LvNgql7c7A68Lf}xP3i;9cLhsc0{ zzNe<>(a}<%iyzbqr>Pi&-`mtB^y%qcQqt4t zsQHyNJtkX?Y^}zn8vQ>VuM7V^r#W-w~GSV#A;yKnWMe-Np#g6~S?(QMgL{_@-7GsI;rf_d4; zkhaYnNa_vg-%%s*J{}&4HwaEV$!D%5{jQC5tN&Eh0n=Sr9l?$_Y_Q+MtwITr%?Yp0tsOT* z;?U|^2q3bkX`puhxQ*fplF9%s^qp;N1}1IfYbjlS937`wn%ZqNmR|{p;d!wqmzYwM z$X8%6oGXyrYoX!<{epG_r`I8>dtvR{ z&ZdQQ3z=om!;f+D5a2&}$nZ6?`CkKtavK z7ruo99S*w&AiPG zgOPJHoQ@NrK9YJmbJO#A}Rr5`XN1G9w@dy1&t08vm zPk|#lErS`eDcSE^{W6%r3jTNC9rRG{x^Va1n1pt8q&FVFW}-l{%MqJUhK8~<+UCI5 z>by1bvi~Pko~#tq?rlhc1ibKUw~&fPw&33y6{`wdkVk?I}q=9wKNBg*gY z|1(q99Yjn`5%PRqAheHuOeK^qpHe1yc)ZE)Y;wcm;HV=YM3sQ01=pv#Vp=ji$_n2` zTeVegh|0lQPfgPZRWB~EP>l*b%Fx^Cm3LcG zJ?8WDEf6KJN1OxhjemFFQqs-@t;4%=*Qu3=@X`hBV$)grhI#2{-VJJ=3-z+4dVN#_ zIP56?v6hkiQxyiUGXHT0(stX1B`}0hfG>uPe{k+f&T``+-or}uf)y(?O5Uf9Imj~w zl!(5;`i8L4D-fel_0rTN;!(r(U)hwmjew#~nfeRJwZX6U4jh^9or5;|9mtXZi)lndhJT88hI z_MpObSb`Ve-Ffyqc=u;u8tfU{=-pa}+QkjMC>k#x)s9_YGt?2`Vs|tqTD2u6q$DN%u(h8dA2QOCQZnOZm6l~yJ}K!+v1z2X z)~CQ9Z1@iy%pXHGk&(~GZf?ZQ%?F{0yfWgl7J)kuh(UV(VQ$2BTTD6y+hr~xZPQmX z7LjpK^e`5=e0f3VGSb{HsHA-4?iO36xF{|6Oi4;pSCi*rVyf+Eqh)HOVvx^*RRT=q zW(08r+*j^HecM}n%18L1S1>ni$Y-vs6GR?#R_v_cdi{YmzaYAyqQ3cP7m_Fk>JF31 z(;*dnQ;0*wbRuJVhzg5c?hn)j*LqiUyUk;{l&bep;TlMR8ryLa^wauAagt zC?D3RH~rgdY$+^e5b};U&coTU{pkE7&#LGaiO?SY;l902@X#-HLmf<6*OG;I)b#Hp zhNzk1X!iZCL~yr-j{zR@lC=^fY$1W4KW!NN@&)IaieaD@a!v)ZX?nYsg+8iw<)9=( zhcSGaLLIXvFywPYC1L)#fK`E)2+rH<+YW~Ma`Nq6*7UGv5ai2c+;A0;_3EC}e9`1! z{$EqaS96fA%{MhXA|fI}!mP|pAbqQ&YuW|GZf7i<`HZj3OB5wAb^ps$P!^k*n6R=o z0;(W*$!YK8`3Br}ren?vc-$$dVp;X{G!2mAi-?Gb|EmbBs##f`4fD|enef|gs;aBL zer{(c;MijZ5}F+y4sLGfE_arpta1=a<;3mk#Q_skm4$`m%t}7THbU+qGMb*#{UN_+ zoRWB|TT874TU$yE7AXUBaETos$=AaGDf}#hUNEOpiQki5tS}@W6@T6e2JKJAzg4I90jxa#*Fy2I+R?>x{V13~u@OZ%H znB?q$Mz1ShXi+lI_I4!an({dctFCRXPZzL0*E+d$Oyaxi=EJ=nleODuzHj-@u+~=ZU7jV_zgQQLEqMEM)PCesUsl8!l!Rg0diH z-%``W{+a8pNQ>61N81>H#QVXmgxMZQ3ie5V8;{)!p-~O>s`dETazg(nH+^&%+5_#2 zAr1S_)hH#4PgCZtV!$4LDjw=CVXyKb&S{69TTumzMPft8eGY z7JMuFtk=e|G1y5<>Tbi!NSN`oPm&qAg7N}%q2&XM7=HO2Dn4*0=XK*^ycwr{zdE2M zsw7kV_!%Kh_kWlJ<3B9oRyt?^C`zg;96a+qO-`$D%ZQ>TGSHbdHZx=9?JaCmMas*Y zUr^A{*=gwFB3qOE7y?qx9`tTdOLh17NO$6}hx8o)8rfJ|XQ!kXfgX3b z12|_OR{fn`J4;(hi5qAsG<>aZW|13TyG-9|)$d&atgL`t18_DGKa7>NEj3lWg-+t6 za;~nvA|L=!my*7r`I&~CIB~SPvRRpxrr$}bVxmJ*QZ#dlhd@>(D~qq;8?U$YW_eYU zLi(DkyYjFz5RA05!*T18L%ux@eXh8X5w)Y}eazCDpbWX&JfnPY4)F zwq}gZLe^0u|GmUtKcqW#$6sTsl)qBiPjP&?xfhu%KoE1l-SE)fOeSnxOkTbL)EO^L znf?5(02)G2a~yHhXQv(K90<7Z7`JzWhjy&IEzTI8U0Z+5KyP|zW`r+hVoTvN- z*_x3ri|;EDLR?>Pa)*7tM3@>;{hcE@%drTeAul?xHyu0snCHiYF-hU_ol;CSF(I=&{##h; zqZis8;s$?t86f5!JN$v?@`a}{v<7uJJou)H&I=_q^>C=$iYpg*33N*GvS>zbhrXE{A50&N5?|(HQE)EL#tFJx^u0vk8VII2nE?u$+Wt>6H@Fj3B zp>XMNaeuM=xCto=0nhua-ZhuL!5hKBumcBYpnsTLscBY=sTT(qeJg_{ij-Shj?=e| zJw>U$*RlE8MaUzsTiE~CiN%eR>i~gG941$(!laxqPiU)0SCIA}a^F@P_G9As&ug8i z_qD~B>fv8rgDRM|27Bd|l$*r>((OOIMg$c@C5(awGmmCX=n7(yy-~5E{QX8nUA1co zu#X`V&ieaT1f=NaDQUrBH*>|xj#Ew zo2@N9N{ZGJ*}ddOIy+A4jbk{(FBO5np7;=Q^w{(aeC?tC^Ru8#{1LJ${HL#wXx7~^P+(=V{B0Cu#j7s3-kWC@5=euG?sw!fPn-`t9Py5OCv!TL4W+2ypCq=ZOYp|a z?6C-$LMC{Ao>^D{9rSq<*kks!EO?-8dVM=1Xh*KWi4%moBJ!qT)5Zm8wj8ka-9s}N zVUh;#pVd(FJNJ6H=#z7>olrc2;ilOSvnq9`n8k7aWv`%K^a)kO6a+F@DE)ofkK}CK zQ+M;^L)G=@Y^gnam?dT1*ccxkC11|I4`iYh%j7xsRyTO|@+`R3y|%Ff$a%HBKgf{@ z9yGj8G_h?*0u%0YZS_aA!#?2N5I1oJ_mTV5zVm0Y3rMmMfY-*^219Sd+;tvYJM+yP z8`Nwc*7R7S^s?s(>r&R>PxZBSPYjtVui)+WR@aWe5xdZS()fXuR1f$(YJ4o)XuTX+ zVs&E>Jyx{?UDL(hjgRE-4TCGT|HHR)P;k7yk~O03sERec7mWp8h|uHPHRh$a!&Q9rbbxs~G?0)C2xP)bJ7#G}q%Z%fhtpgq63($vy2 zaGHh|-%kf*Tnr2qSRlD3Awg_es5lBY_ds@ixVx!HHs$Z%3$O;$+4;vtVqIPOE>svB zNvlr;g&ceYXBQs6b+2i-={&`2I1Il|3GEGwQUa>b3ANrc9^Tr~G3IOQA2IyXMv{-w z>}>Lk6JTIpTIB8UezyT$ycWIhC)r!s^cf<8;D8UWu5wF5a~-f7{hl~t`^*E5_zq%s zDCx@mihKrMKxci@Y6%^G6|hAWfXDv>?|E;qz^$ipa+u=k4v8pGJ=6(J)#CE+e7W@R z`%85#9uFj|AA_I2Jvs|L2&utVC*gDBGAPP%w>{avbJe_UNM=!J)HcxTfzU2@5`2Nr zM9bQ1!P^I~6-|2xMjQ#01+e-IAnK@xAFK<;A?6*t$tabA(?ZFAiXc6xWWtP4NA5v5 zgZ^Yf6%~w_lb#g%_cGb`ml89GI+pn_`Y%krVZJfcRaa^*ltD6+z#4CHwiV3Vr{Eg` zOZz|#5Jq7ydjFsHXtG-O%YJPoxHJ)FFUbn_MQ++EFzuiVf!qBcQ^Ygp703yrTgEOz zaiEjYJXAP2K;*^`_zCasf+dB5N2e`HvTbiN^%Iv-` zqkV)xg#O4v-DnT!XH|m{j$u``Lh*En+8Te$ny3fXx1UFuCpGLnvpJ{8Uo^Xd%lSe& zN>LLf&9C|)8OQnEs93LuDL3rlUtAB5Eij3;X`hgrEjLli4BqFHG~4d`W3KcA9ml&a zyA7o=ODM;xjrd(oD}w*K(wCeC#?h^k*V14xWMC2pK2U0U`pJorvC-dtcYt>b6AO#_ z^O83Ch<9PbKp#VXE_mXPKwnx~+eBmrZ7bNt>e?J99~)?n2~CB27UVDzLKNe)m5q&# zlG6Rg2EL|dWmBEzrAhj}SXQ|H>%oDtu(09p--u>y6%}A?fO!Q#veTdk-_eS=i%g!Z z4BU-H%!Gd>(Cc;0-n72H23Jk#h}iT7zK;USjOYM=@#-c#en`RFY>BLm=J#*fznf=+R|OqMUPDsozCa0^5NZoTRBL}wpljuny1^A3`X}TE79 zuJSsb9N!kqI=|KBpU&Zan7mKmWl-YsiE_K@3NP-#FBo>T!Vs&4G-k>;PUL#;>h(=) zjz9;ii}sCa&N%EwzqipkSntV*^(*fMRTbu>Bpai&g2Zb%1@rOovyZhv^iTh}6YgW` zA(%r25ea2s$iUPyOj(kg>fs(GW3H>)X~0jxcDY~$BgB4F{N53<{h_6 zycP4E@Tz)V(7`_lr(@J&pr6%>OdIEGEAi!7U<{i-7gUujph_%1w{P1>iM}t+9g>&u zS;gdgO&aLq;>xqlfbS<4frhQt>r!&H?=ua1*Vj`Nkyi9qTk^1o60b$D z)7D!3otAUFsm|y~I)FGVt=#Sd*1h-LD8x&f{-j#HgUiaUgMyP*A7O zm2J#XLm(99AwW@ey?z4m0jS3y3xFO8 zjM&Lk6zhy_o`3KN`0oVHTUTE_y~bTMEC65GZ(|V^z(e!$Vk9P}YH#nZ=-_cUnYPu{ zdzh#~QrH?+#t+d3R-&oNU0;8xD<`Q zVzfxXrQJ6#^IykbJkOoiT>!c3(l>E%hH(9U4wi9bcXLUsrx^NTaKx%%`|1VMa~~XW z2wI)feq=UhN0pdvM$wPLVPf}nlx&J3G*ce>66WMr(4e13HNqMG@g~8VIkkL&e3X20 zSXR}+1zH=Xavz3AL~r)ybuDMZy2UkOy>6$&$01g9$HT|2st(WF+qfuqYW(fNzvWcQ z&k-9-Wi%aA1_J2d+Pl5lWnCsP z>r0PE2r37Djdf!Z9U8riDM2Jv_*uD3^bkl2 zT~z}?LTfCqU(|z85mb9ox6(WgcHgp(v9FrVe>cW}2+nGX5v%u4~{)SCq&!CBj3Qaj<0bVr|MDaGlm)_aU)X$TrtKqIUF33IM zWXb*EnICg7qjL`4PM7<=23J%x=H&22M>F4>P4wMbCYmD!hf@=`T^+lfXv_3{p6L4P z`Rir%xcg<{>m~I1WAQ5?MFUmhd)%+Ta+NR()IN1hvvHDEQvdc=S6hLKyu7@*pdh0e z17qXGo*s}-$*p5n?~aD9OpGfN?Ly(g*DN!a8z*}OcR1@%MnS1B57l4@Kt-~$@9>o(Zl-63=n5tS*>e-luj0G~Ydu`+b`uQ5!e-6{#Gt zEB-qJG^c!Ir}K>gZl~Qk<VN~&(FktZe8}(`hKS`*`#*>U5JwG>0u9jtK7!H*)mRUL#__`En*`go zay;}EsQ9av^|qm$H*nZtb@z*CE!&T85=*Qh-N_`_XE4F`ybLY+%2m3eIWJGV)tTSf zS!%P8*#s~kT832Y_Vzim!fKP%or^hJkc^2qRaQf8(Wu%5=eZ|t?7ph#kkzyh!=4~d z2(L7{QEA~x-r9^~JKOBQc6C;`bMRm^-)c5)j2PG5ltJ3#uI0C1+3H&vd@Gn(nm{{TAqhS9@i?*6{d(o+ z``6k1Ieh)^@wo7F;jcJp`1ikFT!1!8*Trt9CJaQYJUu+d$A0+fjY^mYLl#!Lat(_P zyEoh{AsQ%{&<*W7t^8IuH&t9{oH zo^?v`v++Ao`NygBXREK*+3nZkwj9sxIMGMu}24A7TR*a?+n9Rd$d(>Gqlud-J=CJF=SY&q3(e?W}f z{V@kE(GRF8klyuET(c+RKAQrR5)aeX^`R0%1aEF?Mj#oAlp7e(yDD|q1^cScuQYf= z;IXB^Q9`+pR}@G58Kut@u-C%D2g)XXi6O1#p*BWP>4i`09T~&*wb$CO z`~K$mb@QU+OZHky9`_44uV1a;iGdzdfUUpc)?QM=!O9Atsd9jV9345J6P=c}W_M^~ z=X?cT&G2Du6^M?|u(R`X(=_MgloS;;6~AvC94!3B#BMK$L0UFGUZS@M4HY}Lz;kf8 z16g2YZNAz(&rD6-G(oz%dt22x=c>3RYfCyd!J2Uv5m6EKkOdCm%CrzqUT{Z8_>(q3 zR_Cv#BI9kZt7~g^{jUyT#if$}*do&%AqhUnvolfPO3K?iP=)>cFDmoa=YFH>mm4ef z&(6YDYXgG_)^>`PVpaA;gnsq;L#{ym#_|m&8k+Gx@KUZCYmN?gfR=yN&~Phl5TNU$ z!gCXqv?^p;b$RyjVc@N8_}c_AWP6$0kAL*;E$0D2nr_fX>h9!FpYidz>qTzccQ5?d z_u(RIS(kC`EA4cb0CV_>(GQYP1G`<*L9$Vh^EB9C($-4OV?A}$TBfsfM((1ul>LWa z%cGjLu(EN(HsOM~?Uk^tzgM`;L+?5wWeitfQRQq`X>wvX^lgQoYLMZtcCH5gD^abO zr5OqhQ4-?|>BE8{lP%~P zg6MW(8X7c~Jz10sWtcPbTmb=3Ws16?b}bdx`24A!GhxpP#2emLkd?p*c7&`(aCiT1 zS$tAFkrmzEk-fz`?4zj@ADh`d3(No5pMT{z#AApEZ9FoHsBWquK2 zK@mz2eNmeiU$Y|A%g09F({gCfPV-^-)1?@aikXa^3K;LBmuB)0?OiRO;&#ZAIWUwzC4k-P9Cx3`Bpw4@FeJoXK0xoTHbMxTfU?2w! zG*);R>7XDEp>k_df8eFSA`{}`TiaOB(9!~@yKreq$uD>w%jTqPwW#yHv$CXX0uvBE z{$@rN4lQk!fL{(J>HG- z?(d_ev+3HB?CoL?fcWJANR_(!JK!d=v}K)`W(Y&VonLhXSCZl!`|iGQSIo$&|G53x zKOf_Lno61Fc1y{>(Y&9ChF)w9VZ*g&rB7SWd1`KYCNguTw|j0@ifofn@gZ*)$gdz+ z5=gUyYt;Ku|9*jZS;tk=59S8>4GcfP;LyS!t%F_B zn&#gwGedC}_<7s5A$k0sw3_0vs_B-$l4fle5STwp`$(<^lDWs(e}hKYu;8c4sH6Yq zS)ogcAb4<*$nht$iz(t88WZ{lEJE+UqhXwfpQ6k~u^>ITgU$7W5&fPO(UY->r0&w@>Ohl`Mg1|!zO@iEq#kHklIClxzS>R?BLn1K@Q&&Cgi@|7c2pl+ChCROM zrL;h67U~#{nqnP5cb;q~t~u`H`pQe4q3E+T`ESEgbm2V~~q6@C)GP){>Kx1ArV03yp1Tq6PkjIglM!!KI9T z)Qy)L8luTGUmKYoYWrMkC@NaGyBq6ngUFrBP?a63RT}S3^6+wipS=!NRb}P%)zKtZ zn;IVigdeb?SA{8>2BOzM$6(lDTS3qV6&;`Zvv*kbD$3-Nu?7W(Yi_qiz3L5(UnL)l&y;A#H8Svpl{w?Hc0o4L&7r+m7)g;<5hcyD1AHfH^#ncgm zghPQQaro;1xxbSBDnEV_P@)x9L{Xg=RZ8hk$KVi=<=lAhTCdv1T_Ue#mFPwQ84-sI z_O4XRnjEMZL*&9!x1H2ljI@@`aW;XCxnjJh4|$+3AKCl?@pL@p%J6V#bonO$Psk*I z^&1>`@z?^^TcHZ1!wH(%K2*LR3YFOgOo2<7t@7}U>`29Ahl16_VauMJnSuKpcqCL< zexKeXy4;HJ3LKTURrlj! z3SKMPG@Nu9w0@t8+=r3NH|7)4hSK}#yHV7hB$L!1J6V`GX5oRH4^g*Kt!OKIV?zdK z)R6(_NQa%33KIt%J454R=*)+(H2PQ3gf-j)0mnddcS8k9MK+8e%APzN4@v#bQ12YH z8~psPqeGoR{JGgFxXeV}z4Q}jugoTMz8)H(#sGa*7wd;f> z#S!9@gh#V0OWP@2d)FIineoj4d8>&|UH97;cA%=yP}k$l_7>^4fyIB%SyTzWav{Rw zS9iw!&fZ=@u2u<-Yz=7_Aq}PvXbY(6rDb+Z^qP^g$cK!Gh_a@o=-u7f;9yA5(ct-v z-Z9z^cYAvP9oYIR>*J$fA?aanuWo9J<)O9tJ-`63KYf|Qqn^bKWSZM`4R9OG&oR~2 z-{az@0df=;Ruaep^L)K_rYrFD1v-t~0~&J&MJjg+H@(mwhqQO44mgfRC!E*YhKDIN z(=;9H;QdOLt0=TvGwfbF&sEqhq2EFudk;M5)r`60i3X0)-#Z(4y6f@?2nZ_6t)*qh z0GiPG$%#*ovN=>e8BedXfk9sF?NeiUIKZ{cB-mUVB>!ApKDUkIBri%jFiZ#?T#)nG zFUdC_O9R#^{g2c~;2S1P}Gr*o)8Z!))QEK5^ z9;hT^%nwtGc(N%yxmL@RW+|#IA=YSRE(Q`ml*n(mg-NquKdS37o+bC?kQ?fw`UaO` zs;EFLt*qvhbj4o|0kD_LAh#XjsdbcJBzKwtZStO2#B={3; zFh@!nNUk}<_U;@!4#a-+v-}?UmN`;zA5;dW96o(k$FBOl38Bd-wU&193e!S89~T;a zyc%p8oeheu0ei3gN_^kH42vHvFuTgP_vsC)BUuhTr|aIV(Qg6gUDjU)hYf9c}-hF{#bLSb2_wdlSB~BIv^g z?_n-2tGp<}TCQeP#_IjJC7Bf)Og2tPF-}R|YYq-0XUwKPadm zoxL3N-^O((;%s_mH=c*q;+^$W!e|C$Y)oV%3mePvF$Q=Eu-B^Am6C0V`BU0+9V22MjJ!t7khnWY4@@ zjJ2RXY}P8LK+1z&%8eraTewH5DJ{5cC{F{w24ulSj!5t~Y(98P7(HHe11>*Gn1s9{ zcl25!_cH~p%Y-Rfkga5c*`JCItNHQ=Ae_F-1dS7AT|r+BqnTc!T#fe&P9)zhxqb0cx+N< zkjBnZtv(p6OB%Gy*`F@}XAlLwL441m7Nwkq zB-nAVrXrmZxfuim1yG1d?VGE{k)s#A| zUc9_?cpaQPJW%+$MpHA7fyIO3vJV_UUzCc9lhL|c8T z6xEAOMwU+t@1dw6$>d0SY=pH3b+f)Y%L^D7XZ^-M!2G&>FP_urP104aE-og<$9=y( zEddY;z>Y^(@YO9_QtA-5fuEo@KeINx0%ru3r!m6ikAc}?WQg-KKo6z`3;qY8?l`0`Yk^Ge&n5uX z<7|~pmsuL**(2*`iytvZgS+#Mf)tu2E+NzqWJ}2MWN?`mf9BF)97Z8h#Lvt@LMg62 z_@yQEM<>}L-z?P+cl3V)!g*F&z%W1G*=z~30CF^wWhQA)0m7Of2FW6nXdkE(*5qZJ z>yx!>CU%7jCWBAwTxCIN$zO7|UnJ9fxG>8t2w19wgNT&=T zASK=1@$T>QJI^`qTKwbEwbYsW-ut>fx!7BoQNOUmx2(l%N(AL`C@WOQT$Wrrpn!|h z?6q|j9g~tBBodK5Eg*Qhvv|MyN|$E-c9qD~40`jo1+XUnADlk?&4IXVP8j0n7#Nt} zlKb3uZG{>{ZRCOCmD;%tI+jdCdJeWar7uzPqPaX|MO|~a8W<{9XaEsoZM9Ne>lJ)e z4W*F?A+*t;_bi=^ao4-Q&SD*@_tgqyx>M7pd3tz+(YKAh_Hl9o)!UpRB2qFkN2`OI zm6Zf#2#xq1|FO&*!B$g~34T61Ki{92g`j6{xR;xYuU`L^QLhFbujNhqgZ2>9&&z9B zvwPhg&(wEuSo((rfR?e&rwZ=xpY^$!Wkj8CnU1!dc>i*H+X28x%E~m>F?dY^F%ihE z>@wcsR|&$ZverINp*Jl#_Yl*4N~>m==r>RG!d$Te{&u{cy9f7i4|awIJ39nx60g76 zU|LzD$LxCTqY`52s@RFg4~fL84w=EASF`Xcxbbu!5%eZ}O8HGXmf}m)*;(9!XUpyd z9Ayfb>kqZ=#flwp)^NYm`l!Yb6sj*@bDOicJ~~gtjwR2u&BF3oIy{t7x=mB*kL`QH zCpMD(1zOkA4>5FF@AnaEyB3<52t~!ibt9D9$bkuuR|y!P6$8?)f%bQ0n5PC6d-;h#xZ`gh3|p&F?75?MF&T z-+k>ceC^(=0ewRhQNB%7U(=~Z=eEN8j?U5|2==R2!g09eBN{%dS)xbz@fhBrxm?#X zp?e&yiiB?RY}HB_zqIm*S7{66^O=S2vxpnakBndh%nD7Bvv?5`2A9BEw-Jm}G?!Zw zinAU2G;x|?&)TLYgWSlz{=%EW$t5rSxZnHhi^`Jbx`jRR=m$(%!Z+leElnOprV6iV z-xnLl&qQ94H3yU#ZdEXI`1U}PUR_=0(NCPEJojNmp4}#ovw; z6DS#)k+dQwHtK_LG(LJNz%Q?!T*}BuZx)=*Zew-up0T{EU|N$fL0J#n$$@^eq!qmZ>)SU2)#$vFM%Q~~)5%xoUt zIgp=1D)QtW%Tt?WJ-G8G#&N!I6R$0+!>JtnA?=n4dlc)4JZi~{OU#7OSd{m)>s?pG zhn{L-=LSr@!tU@liY^&tcw3W+{gV`n?wRU0`PLVsqx}Ab5;F$KabJCT! z%NXr4yv(1>DoG8t6%f$0D#?`sc zreM1ABL{Lb&wVrJe9{09!bCylIda@BTpsh#n?GwIKJR5cSLZs>)h9E98qZ@TZ0TbZ zY-||i41(nMTH!7-t?AXjwj`0O-2Ge-MVD~cGPW$>73$U(j$GfSf#|5fSlUckd^FtVBmggJN7D$_)#9yh58y?_;GqDH2lt zjyESS-0#e{_}e!TVPQ(jSG>F!?byDB{6rTVa$<$j*jDa(B#%JnILkTcSub` zV{mZL84d@T&1}FD=U|eNp7Y=Ao|@WmrloswMn<9L)TJt<9n;OvaQ=IJT~F;&D;XD`(Toeh_IGifjhG0686@r7UBt=1D-%paV&nTx4s^?wA9gH2djR& z_Zyj*UHj)w;lwi2&5e3pJw5+_$`6rt=H_l5|C+rQvrj73{)0|<0CaM9Lz{E^`!4V_ zbKd_RG{7>KB$f;E=1=ioCi>{2Mz&CDp}Y-2(Y%w#E>HD*2nE%kB;KHKOg)&m`X6G1 zjvNOGQM?CZnRCS5#ZY~YV-iRF6XO=wkHVb%Tb^tkBwi)lD2}v=irG7%A|>!^kK;Gu z&Cz^b0WA*ceSal#-fO-Guaxp0O1`FMK}HM}KEW*Pz#h(9fRNS4N)wiJXU9F>qc6g{ zzsXC4YZ&rv{nx(yDUH*A(+gA56v8^&$pVI%>U$ zDnuwn>Oa1iY@~5(voMo{d9WaxkZ4pKFAYcCU)O)brEQf4D=QQWYtdx|=RaokHj|e= z+WCo+=}*2z&Wh4$zIU(&0=K-+t^dlTT_v|W+7~W3d|BO0$R_jsS(-qe1to&v6esLs zaYh9L*XAN!9TV)T_o4q^(aT^@8qI`B>RD0;iRUaGnie*&1xnOue5V;UwYI~jfc=Z` zgPmd7Z9!K`P0h6jhfl}SdjDOA^|JH*z@B#>p0IHlrcu2XbQOBCk^c>bP(l2fGvXH% z)yFQdHs#ihLu4Ed{mB$5S(Wt_EhUOh&o~vWlPb}~DUAVdEW+laWnMPTE*nHlEG-O_mvh7$bW}$7}>*!Dql- zzm0%pQd}zbdw6*zdhBDZvv^^l4F`v?L*vZ2l#FPx7jOCczoyAr2ckJR=Hn(y zrnn;S_|R|i6>Q8N4wpYZIy!omBs%5e?*1A1Gl!F0t;wg#*UjzKK9loCsu*2^_q@0i z%)yqplzsL^v+s$ov2n-3f{US{3MgUq?amz=6KTBNoaWH1En|{Yy$Xax(r0GwT3Rp9 z)#Zd@0)%jM)PM}J6es@u8Szl!oi$BID=3V@K!eogiVsh@0t|I){yWV}4o47|h7c&z z!YN-3dxR@V-BbQ+ajsT)`zso!LFs7i&dE-+f^Xy3BIm|%FtUgi)5Mj) z0dKc4N*Jt+XNs`ny-uFUHBMdxsTM>h^aCA3B`fuGOtA(0$D7&Q@4EHVDE#goO%jpM z3_cQVVeJvFG=Ak#U!QtnDVplzcM&xltb~r0sFdTgUT4O~K3nnW*9t~tT%$YDZcUU~ zSm(WIJLU!R24yzzwj;F{TwWxsNM+HO8xFY>4x|o@&@1p;2GLF-a>{wNkVZ(fzr}GU zk(pX}P#M`Z)iIt`fK8oT2f0v*}B0(55K2?Oqo16>dTl3|} zQmeP7%eOr3+E{gasil0?XGJQBL{1SfJLgR$px(+)6KO(8r2Y{IiBefZI=|FKhN3JK z1#$?}{?B1dp(+-I$rySrDJl6Ynb{ zukPACNrD*%6c-kHd0LyW#PK=c&@BC;mxU1@eUr`qbA0UJ>>LD~X*$*>25=o!*XQ>3 zGgDJNOP?!}(^K=?k_|XNb?eSLp6G&EFydB`Ti zDaG4TS^2fNs<0lFnme9qsH-a{D_gb}(7u_fuBT3feO7te-u}$q-rmVc!Ph{;*zstJ zt6z_lI(WL+zPjOB!7}{tkXc}0h=VGJD8e?G?-2m?{-s1x zU8x6dDn_2^S4}zFhZi^X#XBch2f|zQ@*XPiPLbHEvW_f&p!p#OqY}SJ#zl%vJLBc8 zLU%9)S#MXM0U7tpsf3w6$6=2ug&RpzUvRvHPBE@?C9yry{<2V|6N@$4D*(;nx85|n z(=+3UqT^zs^c3R1j@KJxPZEt$4$$CB6tRT=pd!x?BBBcv(|L!<&O!VwC&WqGNjhO^ zj(a442x(pBpZCWn4l5&17*4oreCSMAIiL3;=EnM>eET)l1qJM5E`x3e3fEeNmP#T~ zS1*Ux>V8DD>mtK9$>%=_pz4n=+Mw~d_*0`q;~`GINYWEmBFeEM*>malVoC)Jt*`;~ zvu$xgwXPK^D3ovch6XV`%tiqv;hO6~o6C7rlt0F?ARZC%NHTrB4?%*kS&2JejN-TA z1|IixFmRAG<$NPN`iD5l3$=P~Zk zojfEzS8Gm!7OjZrO`kcj5gjbDShG9a7z@_@-Xx{L9(*bPb80G4P+*H085sNoiSRo! zwTz66S65eHQt*yD_@2W)sUvzv$;8>J4S#2vxn-OZ<&3}$J2w1 z{uBRz04XW4xOnZSPr&iKx@x(mtMmF~ZfmUpk#;h!1N7Vwh+dztyqB-9r`o%j<<4qS zhgw%vMq-$E)C4FUnw|ztcSK{qzY`v+WjM`)%E7Lh2Q6Hztf(J90=>PJSiU!Zt_>r_ zf6p(*{%qzMUh7_Kt304jd<~R+{tS*LbJImiUFn|JPxa3T)rYKJ-nVj~2mU3HBZmh8 zjS`?vf`X}wZ{bdCA_?dN6W=fs!h(`_3QcU_5UecJ$}TI<-o9B2V!yTO0jW_4t0eMM z5IKyu>EYk)H&`&1KNgM_ON;*)80fuah1aocj$jV771AH*Bwo|AFuQO_9xrVaiEEpS zwpcfOyIHa&dKWA}F8gxv-tHPoAz=C;Qy(J3n2o+rM7)|~p`;bPoS#6@L|$0$&a*Um zaId9{qS1kUwJ6U1_0yJt_8Hh)sT`0rOXK#B{uQ1hp^HS|#z1VTGkt z2`;J8V=)AtSuDa}=O1ZV+(O7f;d}jH-1CV&F7;Ns)(6#A{kWKMH6GBxLl54j5I5nW z4>|YTKJ6Q&X&a%vi+=OQtcAzIdJ6((JI)(!9m4A0Rn+o6S%dDhoj&DtPamn9$!02{ z*|aYFF3Bq8)7iU?h|Q))NFw%nPRB$%FoZ<2y?-I55h68A2+4tAwsu_(b2wuV8E3G~ zQ=frf(0GCsDAQM)%_*}We~+TB55NAT`@PHkUg+{I!&~me8rfAoSEfLRD=Wu}z+{0C zHh(s|J0~-T2jDkRG8VL==fHpU>Og3)6)1@h_8~p};&jG2jVdi{9&;P0x`cmM zInTZ*L7|vfSPGMz1C(pY&-&GIU)WB!$<=XJpz|%pkE+c88ihv}BK?XMaO3S-(WlA6&l*HH?F12$N-Qtc z4L^kWkn&?Aks^gI<3crFRAw=!;Aoqkn1U_dr}^4UPVXZ75W|7FJSCF1N%Vc|f{vCl zv?p97x#c;g(|c~s$n#%#+;lp4+)Hofgb2a695;RzOLCH^NN`{yeh-s4_JvH1^CQt7 z>BP3Ri%;X?^8AGzL1CFwBe9E{RhWmiWOy}A>1j35|B2zkaGMwTnEeCAc#fZ?teQKV zGn%=e6N#l6AttBs1P8IW`gq*tXj$#0DQEJc+{eVr7?-! z(k?IdH@Fl*-E=|+ zAO8OP%wM{F#3O5UX#>9tEqHaC9fx8Gy1on8J(|DDYzf-DySmyVeEz?FMb~4;h9`#kUc(SkvRJ#1V7MH4wBtK3*#<@(!a4 zC=u0b4OJq#X;x`bxaQZQp4JooHr;<4XFoGe!a$GTjDZx!-)qh`kA|NzI?fBbK+Teq zlk@%icQhy>t9~-FyRbkm*);Y$=L7KE=iugn-;8hyHNCp6{QJ3?ILXJ``wNJnVPz$d z|2sY|3MfhAn?bR8X*u|j%J;e@7#&zZM>r-OmYPC= zzP^5Xdit+lzkma_pr8Om;)Dw5)d_iL|Iip7Xl3aTy5- z_Ah%#W#CN#oT@>FVQfs_E0{1ayh=&^L?V$VagCo7vuV=!AioF#tjx{7*VL3&RB*Ag zQ)dGfI9M~CL%kGu20<^Fxbp-tDQWp=*WMMxGbo8bSBQMwXG_P}8X_gzP`tH^MpNoNn)Bt#7>;ZT+G}PN;=J=b{)c4I^`Hm?AOb$zbeC^r%aq@hSq@2@V zx$wg%gyaINU`_cuz2#5Poo+-%!j=r<#Y~m9b60rNJ*2c%4>~8;L9XVizzVKwm|Cm0 ze+pI4tRVp>!l`)>Pr5;mS=YN1+y`7+5lY&W!8&6@$iN zHg4{EpbTkh3NSZ!u(L}p+%fQa2O7`f6A~sT=OO!8MQSg3FdFk5(E0|y57!T@nsTVik z{lGBnh`@4FaK9i2^@imGD!?j%M+Th;BG7=0KIWuji_PtVvX zB)xG51K#E@+1DW`O-k6&z`hMj94fV94uTXra`(~#F-iaPNk=~la?&?3F)*2kX>5fC z=br7Jq@}(2TbBdSlmE(9baf|}mml@$`a`ON`7YNkJJNI~X=tl&0u)oJYhS^>&jrb` za&ne`T_Gi_HZd{*Kl(<-WBh!4d0yY-grz-;k&AsRTcGr|7QU&X(p9~Ua8S;Wrmy?- zaWRIj_(Wn*>A3IGm>FP3MMV*-pzRK*1~|J4f%Jfb6A6khC@5iNCQaIUdIKTGYHOyk z!!y1ZVWpc@8CzmshKGhgFZq03G9o?sUBki9z;WYL*j?M(%_YVIO+gCfpFZgu z2M`&%T+@=>iFBfuJQDF-C5gnBj5o=4f7~u~$>}lYzmdf}>`BkaCcFW#|KoAt5YSff7zO!M+trB$YaIXF#7RO;&SCyr#q^sgb7si;5KuSG=r zkC{LF*Fl;7@6_?(T0cCY7K@eQ2YBR3NlC{i#aCCTIoOdat5g#cV#jAyjk8Kz&m49# zdbEqYOv*#Fzz}kI31QgG+;_58HVHH#Fsm=TVoqFw(8G06C75>l%?F_AeRp>bgytPr zZ-cr4A8u*+-pRbql@+2;_;2YKJc6^9i8 z^G&*YFkYeRVSE_CpY5>pcupeQ(6|5ZILS42cWMPhECAWd${MJt#etp$z%55^M236r zaf#|t9gVedDP5*T!s4}p!or?w8ixA%R?5m6@RyJm^n4&76t>E>|G;MRt7w9?n%Xo9 zg=+BHqoxri9O~t_b==9y%0ebNY^t-^@@4rnJ(fn#S1nJ;--d+bU;dl{Sq3OndN?lo z&W>>j>T4=WHTX0;Yx}w%c=EIWxo{9L%V>70cuDWkHVy6wFwXt@#g0PRv9o{GGIP~# zV0R3Zzk=*K%yw|p)SPhl(x<1_GckDy3D{qHua-6)&DdRVn{N(weeq-Ns+gLcEz#oA z$dxsI_3ArMUpwcV;myIu)t}VFNL0XQIV@Pe1S}FSXA&oe1OmHqu-;Ug5%KtvYg5#T zKC{>?+DVt}{Hswz4I6vZH4M%&!MHRRj~heps=WmjddbPdLElG?h8GAY6OF2W@TOOHl%?MJu}0Ag9F*x-flSa zT$oY|ROkUEoz9!_*}7!!mA>)nYT{}^SyE=3<8DkFnVzguHf&}?gI!CjRe;%zFMU4r zJA>%xtjFTui76{fv7tW>%)o|?lPfb7r#Kex{tF&8YB2aAC(u$9ea|tLCw-gCO-dZ!bVa>11lI51m2$i z(ak3>FZMyE^o=tCtnR$kH^}`$Rdu+xx47JSdy5gHh+k;bjmCrq@5R``1lDg*f9UDy zo|dYEEVN>0N78_zStK6dnT+;wOsJPW_0~7m6)`b06qghYy%_E?1Sy=@*oweiRBi8V zK_l$?og0(K!$uK=djMOVNJxk#_}jb(-mI=JWyu%CpFf-1+Iqiz z`?lf59v-f|d((HMu~EHOd3km9^>ob^kZXcmK(n_oYK0wjdovjdR5HD@vqoNCULX}s zS=k!+`O?$rO>ExW=d38}z7f5d0yvvfm783B`5%(g$BbFIr2mMCiD&Cv*#NEp!2kGn zPXa!J?dy7NmDrjr>W)nK6WPh|K1_gx4HnxG!SWu}WZcn?C14x+!)#OVuI@!mE4qbJ z$O8({lqA#YKF({(LA1#bt5aeU>cqwlSD{uNy0c}LFKD)j@tn$O*$G4WPE!=7vb4F< z$PSZRxcE=Z^M9t4ZjN)7xee4GDLy73So_LO?dZq^1k7e{Nb!sPi%%jNEtP~ixj};B z+3sKPt@QNs^$qmkrec2tkjmo0OnbfV`>w2CbqyXMb^prA*+>74uYsqAr-HHLzxDMx zonqs$dV2z_wD7SakEZfhdy;uwB7%NiXEMj2W;pF*wyAa?W#32$EGasg0K)@}k;=+l zrG~Y^#t$O`wBn}wOzivBiWS2O#Ch#Me0T+hWrYK?x5*X(7ufBMzpS71G~muf-hTc1 z6`W?Nsi`2?zdfc?MeXfPS{K^z;VE{4trXH^%=s$|BV$M0nD(l9hFIN2k9^Z929)nP zg0Y9q8lE6RmWvYIg5F$}A|zk3Px^mHNOo!tqn+a9C1AXFhX~2n8>MfdJ69Vv@Nku< zHk&>1(11_ffu=Epn6TVC7pUWkz4Pw>o1&$KG24d*`AClw-96pOND}t7cHX${mTq`E z$n;a*kO}LNNlQsf&!W+!Vonyds=D~F$ps?P1FE6wu^`t*#KOqh z#^!DM?QLM3mAiY&)q(E1D!9oP79PL}6O4WDnZ7nPW#P$VD6K5{zJBwkw^wyv*lC}9 ze(w1A$!%xq#QpuGxnG8Waagx~`xf(Tol4;M)<}MBEv@sY0Xe!O_wV1ob@?N>jp52# zA2YsM2H3tgc#xs|?>uRr5Wd7L^Z6d}``>4nYmpHVyK_xymv`w)b8`BJVEOq&0(C4{ z0Lu@agroT;-XToIsRO+hjhcLya-kG;jZPa{zd^tKcAi86WojM|gnP#4!7{Oj-H-{t zg*=iFsGxU}p&}kpIVk#AdSOw)NQ9)XA2LFA3p(iCM+q%W3db!Vwb+CK<{cNQ;}iZ4 zNt)c?hWr7;>dc~pg;ibuu!OfmZS2Dls8ly=8yQ$`g8-}{4CNS&3L`;G19WZ`>ZpE& z0*}{cY=5ErdxkS#xNiwnb>OG8nA zk5UhW3&C=UP7{yZNnI+Ef&^hw`joJ%sZx;|3h2(>R~xv9U`-+>tcq0xY29brihgUh zDJ~{*VhX6k|1&Pn5RH<1Tlv_jYKE)5mS^NGmX8y?(Xjd90hEjT6Qw`n;!3tADM8IS zaBG6OOd-QoVPE-BaF2aA$C|tOKyG~9+}!+IbF+{Pp9tt5d^$TXhYz6$&hYdk(r)@( zP?RRow=s=5bbLkvvK_xXvdLetb}_?I>VSn;-30;nKir`atVB8K>G8YXI46B!NAXX~ zye&=zku#t%%GlWWmH8`A&!KE7FR;8kPu~AYjgf4a%coybR)|R(Q56-+7%{*byf%JO zzq0x55{)i7t}dCI3&hB_J!iQ$2v(8~{MM4urRQU<_kwKuLz$ zWrReFvJjUe{AzFIM9Dd%lP*#&^bHukiqlD8MRk&y%2G17! zV4sge4K``ps3E(y*0I7?ZZFMltI{X;`QH9>*{IgHV|QTX*B zBW;3GSy_2&bF)n!1T15~T|Tub8-&>|so#`sPVxp17&v`SUHLkW>a9n1{fIlB9T=GX z^yx=>y2JtU5JUu8JixG=!ZGqW-(QsRJ5^FqxmzR)iURdRp4$k3q8af6Ip~>y@lPsp zax)v7v&*e=?A(xIgw)7ZDzEPS`}YHnGUv0Tyhy8wgqu8f7$lNIe&%h10|#qZyQQ?0 z@6jWiS;9tKQ|v$j>!8!B-0;ZAf6S%~-$G_bai^vIPPa3io1?t|s}ygYKR)B!LgIaP za1dhdceacBcfP@k3`*h{at97CQBhIbA2l`9S-b1&_%aGhU~JSnJU{q1f}<(FLd$Q| zDo@HJX$d;=woLCBn&dIH#HOn&Dq7{p8lS&iW8rDP9(xqTj6C(I)%AUfqB4Wey9kP| z+(0}+gTj;~`ecJqn6#_ie}R39TF8UTX7k<8BUDpI6soN!?~(Z?EV%_!Ck&+sc#ofK zOKeD;UXPOvUEgGp6a5errs=(q0nI_5qu;1~(}INvgh5RRN(Nx92|T1AByuaAVdN!L zJsN!sWx~?IVg`1x`e~tON{PNm+2Qra`|eQ`k}6!%?fAt_#$d0KfMFZlkRUR)RiQiP zTPjcznO{(nhUa+>=9}jgu@8}?);7>s#B{C&hk{JT^TarxdQ&>O7x4x7YcNJZQEiE+ zS7z{+^?(-?urN?h{E3mSkd`;?f&9UWB&9+a>=kk#N!eSE-AP;Nz@k=#y&lMmOu#+* zjRwGehfwR>tjb!UC*h+v2S#S_>gb0LN?UAjAXqRhr2xd`6A^AhNPVy~nW=WghYOUr zU`=TP3KM;6!eHQO=F`IWN8g~jto;VfQ|A9vIdbygy?{|LiW;G=fXM|xo?1YehSM(} zA{Zv7YGG!Zdp9TZ|9{tLOb;tB4yV8oWwCzI<2uNbzcVvrN_;##s_N=^w7`D|OyWQx z1klLRGQzvH#-Ej{r^?Vj>?fx1j-dV1Jr%&?l6^< zl?@K{X{z=P^z&f_CM0TZ&TjL@9vz8{6#l%_v9|UEiXcTrFksV3On5MUmy0W&2G7DO z5I=(qW_tQ`;GD!L+t}Esi6?LRVO?k8`)fLZ zqjR~OnZNaf!+8MbGe3Vfu4_6tG{n!#8ygjMK2h6@d#r44Q2HZ3AJb9x=6FoXbKCo0 zytr037y=7MF${!oAFKmrw4$P-o7oTK#gLRMl1O6`-CecZNloLR3&DzIZH-kFbUBv0 zr0U@CIG8CoQMvgjdk^Dd+X6rr9$W@oo#xxShd48n2V5T8p;cOfovtq?44vOTFuj_d z1bRdOxfy6_xoo1j1y6KaF5kF&ZTw~@<`WV+SZE8QW6EnTCae4-u&9_>vrrbTnGYre$GHyzH$9M_M39iD_+Z2WL!bVAFOi{?kZX=HZ) zs+{jcd)te^hyvlxX<%(8Mz(4Na}S|i!TZH>uR0y2SZe`4oFRmgK&U{B=`c-q;1(jI zl<#~q-GI${Gsy$#Nq}^0oB?2Q*{v3I=M)pl^k7>Qhzcbf+R$a5FLzI^f}>5MP(sV` zP)G7B5@f<+W_OmsA%w2a6ks zX*o|3SO=p1rM5y%B zcN4}Z&2@E8g@u1lO@XlpYY6v4*dPEsj*A*No*DnWwa0${C{M(fQ3;Is2nWA!mT*?}a@kUTbR_e^ybJH0N(^4Nm5|{UpuOAd8In-v{4x6K+C}-qA?`>}P_VfL8yYTh!*y-uvs`*)Y{Z*vKyCUfN zABzG~?s7Eo)vH&6S2(|bjy7+yc0LeDOfs#%Bw(cA?EpIQ$4Wo_SI?8|H8LU8v8AKRDXkQ#R{WL*S52UvKYVl-(<>H9WcV5ODA0 zENB*CM#=i0?~?_ccN`wNHDdh*)yi!r;L5=?$KDymKfXS#Z2`_9H4%Umz1M9;KX9sc zIa*Z*b;&ll0b-Jp3@jKKJ6l_^(a{&b)0%Nk@*Zu3l?hefT%Aphk2~Jho@(9g+Xh^X=S;fpw`lImoX#c@U!HY`#^PLxaZ z8OxPAw2AdJlOh?jAqo{fwKoWD5>la$&5G0qD)x|OZNp!IVW{zxf`NW^JzILC=;T+4 zosC!(#U~%5`h>e3&08kZB?r3I6)Wc<(0JXaLs$1+{B*9$WvJNesO7x!u{G<(vw(xK zcYEN+6yCYAlNp@(N`3aFJ-)-*Aq_NMJGe%u`oUM}`=-eeoOK;3fQ(#k?@%2~pJsBL z&cu$n;l`RD#zx{7P`TisQ(}o}TB*e*FHlV0+qLzyf9U_UukX|Nc8_>3`{X6sCv^$% zbL>MMdM=9cj^_AT{k&X|x4*}7udZSLZ$>-)&a=Et@$8LjdQMKmpQNND$Wa4g)%m{F{O)>C1C{J;c_=2ETxS+RK+9SPu8F zz+RSILD5)%41Q0hJXsX5b$hdRYEURZ2|(^YW-|SKrszY7BT7T0S zB!;k`;y*Pl-0Xg-XEK>-8ruzJ8yb>x305$?<*UPffwkr3ef3L&Ja)YkaKrTW_cJmv zt(<1Lxw&BtTwYwnCnl1SkN{`gBGiuJy&vUPrISIqD90{QT*XIYcrvAyZ^A5U!L2?KN zk|mD;J2$uQsj1^IO&MGn)n34{hN8fWOXLX&!|vMI-p=vcttX=8AHfS=1BH^Nw})w( zxw7%ry${Ub#3Tad3roZQs#d?4_<8%Z)LO#j<6kl}Z)-vWIG_QNQ@M>@+DiNwLK+SC zmR)cjx~_S|<#P6GD?`DmPEJ@S4E52V40eOy5Mr>JQy>^@u`?19&pn`1&xiJ0sm@E! zU@B2tL{RlP<>pB#ll`1X)UYzHX%s<|QXt&;u@^q#5-4jHIAmav`?`9>5>qkQCyd80 zUyn%i$@9nDKwx-o$kS@kk0A+f*cgt^YO3o`uEh4(Z zHaCD?kTO+7%0}`&u1ZD;bVV2|6`CUXZ!m#Cx z9a9CPa&6uN){YU8Vc!pyNFQ5C>yKaA$qp&6(RIq;;y7}7C3GvpN(ugo9u6Q@L1kkf zL)CGIv3(Ak@NdW8_6;dTn$NwR5jmgRj|mG;tci{cl&krjy~0JrD%GP;__U^~re#iZ zr^CEOy~)ZK>FK3)IBT^9C9&B2_@(kW0ok>PE1{VX}$J6nyQua|6jb&i|9B8J>m}egk7jZR&XV#jpIfdy-m@1!~FvE$#XlWRH}U@dbn;eATOO_knUI4CS>w zm7JTasan6awbh0mmc4QS(8Safoz)$Ui0Ca2jPuc>FJHbGHF)wpe25jiy}1cy_4!8w z%#@Va$Xl=pAyQLCrKKMm8~_Vc`Q2r?a5~g%69f&g+?{u~z6<6v(9_ea^S=;AT&C)p zfH^V$(cFV2;|5Qrr!K(=Ng<(80A~-NwIH^QV5JEO!SuHS5G!4eK;S{F_?&lG1QdFc zTJFEH^eYzZK*nQNsE|dKg!`;WSjJq^cwQY=m>37_wj>Z(ZuEcV#>zUKdQ~EdR-|3TTnio_WnEBT zbxk0sCuj1{*(*$d(1akxMMPahV{C|20(`?)ZYHi!VCZiiO#;TCV^M$ailqI}$|uwi(;#)=pDy0abqAFLx|Lk!F|KdKlFB)B3y z4Q$}mnm#SYjwI;}KNpRGI}u>fzKi;OfFsP&P=Fc^p;L6T*yMyfs;4yh1Vz1P=Zreh z-(7+iqxu@IVfLJkI49JPiPgFJu0@ zw_qPcfT{+hvtanYm+pcXJ-C(=$tHV#{d;D{^v#=(DJdU5We_-QZ!s-z^yr9NAQ$Lq zJ;@91Nfra`a4pEZmf$|=ieLWzyRU4>NiqN-Jw2<~1X{KK&dmYkN*W?5C(RHGqOuoi z&hm%q3q`W7&6+V5oC_F0ex@gi9i2=|N-^eqf&Mc#F<@q9C@uS@2@KPju&IgZ-hi{? z;!n%k4fM`L1T*A*HFQ>2)W?*hV_I;OOZ{ z0hIKGSc~?!^fk}u)0~BVpS`BDxVSizz>5_iK5mSfROnprwI#|>W()RR-#5KGF|Dt! zr+SsZ`GlsZbQ~Uy%JtiouvKdU%AwB%LAPr`vO%~0Ha46A!-bl;5EzT3JHBzOth1fm zN$wDOq7yBTU4iYjUs-KtM)J4W`V%iPd8yhrVlx~TA4yzn4238Rl3DDA;G{Y{Ri?l8 zerAyux2EZss9;^5J-QKIuIN2cYa5FV<6&3na?$6mxsy0qzbM^bUKMbYWV9=Gz<9BX z^#uh*+tYbJ{Jp|JK1umR_&B2WSxO-nyMg6?cu(HZHr-aRNPgeg%W~UQY0;Bv=|$x$ z)CRsFdQC5Y<~|d(J1MR>!}x}oi%f+EGwL+KtlOejzWZg~eUn;2PuJ?hQ#XQO4u7i3 zxBgUla&i6LGVgyeOX0S0Wbwbz&~cZoX^D+*q13z|-#%;)Ay&TdQEGP=j+E!*h1j3> z{>{l=Qp)iv>K<#zX8TtWIj60asDtrYQQ$pFQ<21Z@`1P%bspKosT-+6zdM(RH4dRx z;&mKnko)^xGm@J7*l`^sZ-oz@x_9N8`L8bG-u3C-3pQxX%@C>Kt)sA54jz~wnbJ4# zgu7R=!~S_xL;fQ4x2Fyay`%gjYcm`rSJQvH{u1P-d6qanim~}XPCEJl@`r_uoh#D1 zdK*$vZajb!Zvf znpeetQ(>-*m081q`2dFo0uzy|iB78_P_p*T#K6@;6rV#vPB!l38JG#bB9S02Hco`;lM-i8DPbmxWcMVyOr?r(`5p^P=C>w~ ztIL{Yz=TaqB!G&z8^ca?e{RVQ`tw+)d*yt2;~}AsUo>iGXD4Vsj3p&CReM0pg&NxA zJl_l&jYmgE5eP(qN+J(c3~-X==jU&4Z{J-H-{CyK&a!(LTnsQ3AckwX7<3*%Q))`P zt`5*kKeES;3|YK8b-n}YD1B}1O60ueO;zpXG5BU({I<5S?ZV1Wx^+w-agh6+wEneP3R zp@aNyV;F`;^jad96V!)`ucQS{@Ls~YI0;c-8Lu~2^E_9yw*r|Ns>!#98HnFxFKV2g zYgzdxJtUQse`g32;Jvv(yBi4cgc+hR_Im}$eA#IwJlejiO5tIql&D);D-VH0km(Gc z{i^5=uE0#PM>%_6Nb|Fd^Z2ITV@0&V%;3AdCxs;ST+6j@dfM9pur5M-*12q))5uo? zPeP;3?H-R1LJn5&G$Sv&-(AaTM)!L^bq_A)JNo={s>n6~d+@W_tKEL|fTm;O-+i?d&LqMhE)<-NXEim#Gc^|YkHW&Uh0t&sSv z&&lBTL3eHU!=L(#{Zh#o@UPyQ`Dxzi+tEEOkcUZ}=6&a}xa;pP0Q$rA?GOh&LsN z-JSg3cvuS6AD`l#boTLMXPH@Y>6n-@Gc!5S)OvakI@Fcw#UzCO{`q69t^K^);mzw= zoDbMVA^rBnj9B@HCkg>FCX@ZNsr9K|D z2*?8lI=XKtRDUo33(fwrQpfE*76Zg&%#&$@U3-$Zqrq0dlhZ#q*gr4;{uI;w`>Qr? zrL}KI4y|oJ%R8|?%Hc61epf|Q%ec2}Nek3pqT)5`P-txXg2(QyCOIs2Qq?8kXiyx? zx|sVo3}ecx85si==mj(AuaEYVWtaxwGZ13iYrfhQ8I}gbg~@A0DO(o4#=G0AyJO8e91S4- z__7`v6&1A?baw?buHH;Cp{Tq4NV)C#mb*2%J0CSQqT8(O?49*>?~Si%c{}69x}#L+ zs>;fX!?YIv+v^Lk5l>GW6rFXj+>%>hek(`|4aKrODPXz5Hy%sM&rvS$*{g8Vf=>2DnfdInxJc*Wiy}Nee+r~NTOQkNYQH>4D!Jbh6 zj6C9EN@jV2ha9c2|8RDOXG15v=mRFbeaxYHO7bDtDod-HRvC z>eTuzVszs{N8KBvOI1g)=lfJBw_sKj9eE%smDe{Wfv>3rf`lwdF%u>NNp%Qq41)x6 zsADd~Pe%W3&v6>8Fp-G8pPo&}-#l>tp>3vB1RZw|XZdqKZ{$}NjKU5}M%<4YVs5?c zyOh*%fbB`swX2~+xEkk4`q_PA_G`jh$l({uU;$iCBlc`t;u6ow6TE_hvG^4;8)-bp zka|Hv1ZmJSaq@I_j`lvXuy#$llHa@^;tEdV^Rs)Jo$~3l5ra%6y~Al8@=oJ z**v2Rx^b9HGlPyhWbai9>ps&O+&rL_2%es2`;d^;^*(eZpTb8s+}ruEdWqGmp^Eos z#Z!K4ztFUNku}#K6urpO6}k*dOGmG0ydsQ&CYC`Du|QJy@1a2pB@ow0%X+9-E_uJsK(+-=NlIhzom z8NT~-%pIGJ>u9&}BiQUuCkFSe+5a{lKTlbU@{0K0s+vyP|#CQwt zG1udsXueFZ$EH7idIijfU`Li4)k89nd6l}nnyT-CRT`5XlW#ajqW0`4tZ7TURKF>3 z49VA>5a7CFAgAaiz73G{RICdDle)&OswR6KXT4g_f42dVPP28Yd%3=^x^PNN*YVKU z3!f*SVUB#_GyD;B7s9Js_IYQ`cMmn70S%acHz6LYJNMJ$svlhBrd=DA07mJ10*CQ3%2{`Er6y7GrZf~ zyWRc&G4+-~bv3}UDDLj=?(P-=g1fuBJ3%%OAUMHYgIi$Z7Tn!kg1fuD_1*LCJFkkW zO%+wt{;}3fPj^obFabMn<$nq9+OY)t+@CJL+@F1Uvzo|yiu-ts10?-59k3;;F`-8R zR(-Scc8`+S6HGfwinN1*f)Z|d$2I%btc5Zu>{GW!?|Vk) z%V79*=`YRIm6gDyhxglAC6j23?!aNf$3dE!^fEg_waJr!KsNE&H2RwN!?R`aVuCFC zOQgETUl?h{c}xfeU<=5fh>PyQ*xz7`RgI=m^Vrz!ovP2%#e6t>&jeXyf0hfBe?U2Z zbz;U-w5QvHxJz~1gVaY7X3Mxi?hy^fK?8|Hw_W`_P_pu5KT3bzsI<9Y{|(OA^thOO zplTHonqPgqgUM?RHhS8MrVg{tX{|A*;KQd1;OFJ3L#2*NZOhYZR5;L~ zv$i#qOmCE$D+1Y+%eR~(Upqyko=B`C&O=0niGb9E_U$Rwl8UCt70#Yg~@W_h7D#f)lvA>8>A#sp@w(j7Hzc>Z6Gw| z$)LAz&6?x4`9S}A&+&l}_}Gm@FY>iBh27iZa;MIg=CeeDzt1&A9VbmB;-1&%>y+_(g-?nzajx);bH&#H~~msHdjhvylP{l;^}$ywR~d;krP_PYA_Z523q`Ny~$ih}#m z_rE>)RQ8YM$$)!+UHf>-{Sf?f3!W6~RRRX+t;4_16@Q=aY61<6jKpnbX!OZNyf6PF z&BR|Xzo-Y>04_KLvX8;Q*TMh%MC)FgZzX}xCG4G#P}b4H+*T8QfYTrlAfoe^8XZ>O zfl&Z&Db`c``LJ-k&8rYmSujVp-Wsz!*rXXc$*|p<^Bm$>1)XmDAUAMhc6P^EKw^^v z(V(klwnWLO!4}sNYRs_C9MLztoX>skUF;dMFpZF#N5?J6Ry>oJqhA$a+aWlXQd zb#KuqkaaiUQ=&@zZ3N-3E8rav>V*2 zO@aFe;({qj%-n~h`kBV?ij-$vmae0=a>QiKT+6$d>J=iUU2su&6Cc>_{T|+>@n4WQ1b1I&KJ*1fiEve6Jn>fT+YsvK_19;$1xY(Bjm6%e|9uTs zCd&^9w8XzbnUuGzRlLR(;SPk0((IKphZYMmz)>m6bT*UjC7BzG9sc*-)kdyni`E?# zy4Lz$DX{)BmHa*a?0Wwo|BX-x3faoDbM)6eGzUAYuX2vy*^NggPx^ejF&wpmB{%Xd zm_ZOWw!6d}U2>`8lgIll`3*?;`Na%_mV;2SO9Hz3ib8T}xK_mO*{(` z2#aQqeQ%aR1-GW;g`^=S5*;+m*D8*u)isx3oAJlpJl-y3r2m))_yDY`9hao=iHz&s zC%Y6Q7oxM*2e-Iz5Porwfb~3 z(D{qg<_K;@qtmL(>th5Uhxlxy+~MrvBn%?DNr#c^cgzId4&i4$H&z>f^PP4y<9Qwa zkr9&J|CVpt^m*HQ@9h@;Vnia|;B!M?p;@)w7(;#~%CRL=5fCjp2-7!stG4t7 zxSRz&u5SU;^kU8CA1`*~kb+Ef(eOXh2WtFw-!Cx8@7hhHQ%SbvFwmu?$g)Il#ur#~ z-ydpHE;hXmfvh<7n>2!^)P~@jzb9!4q=$0Arm60ofI3(khha5F4Lvy;H0d^uOpe zhrqMzH-qRH1Y)J97+AhWHHRR#y8Y)t04T-agqMel%{q(GlH7nu&ocIAH^6l83Im@0 zF@-7O3OEJbVYcFwcz#S6cKF`Sm8mg=WL(W{ZEYQLYZ||Q?aM4{vR_|bn!_dc0sbXgMlTHf6~1WXAXxXT#5&hFJ;YY<4MtEAe2cHP|z8 z-_%CW`fqzH7wGz6ul)jDO>lU>wg9oj*ZVIfXRkKmx;!tvUO`&&foSczW8--xhvS+O zBA!!T2g0-T>=`pW3lYr)YqNwPeV&Zk2Efv*ob){6=y*pEq*E z&qAIc=55Hw&OGTW)IzySI{6#SRP5ePpRXNJc$N}NOuz`jLVNpD!+9(Hj$ZlNK3;Mj zle+^g++Dxb0+zVbi)3!D&IOOFk$1c zdN#5_{ApU8%n-BLJ}qOp7X_b$SE0I%4Ltug2OGtki&!1=`xX6WNB{q!fWsYWZMCo8 zt*v*T?}+J@a^Bqs&o}Ne7iv}!5TF)8paGJ3+BuHn&|Hf1Hm~sK7bm}`y=Bq12Zyyk zKIZ zc8{?!$oWWgPOr%xXnx}x9WU&L?Wf6CY%qsF6CP+hQ(-T@->S^)Hu-pR!(Yw>YdWp1 zJsgGJqyh}xK-T>IGkomZMK^pXXH6IY3O$Ovc$o%p4=zflY6Am4u}X<&!J3?bP(e>&<( zCucJ^(J|gv+W5z=P+WY}ulJgF(bTqrU%xo+Se|C6wW6WNRa9gvMGrzl5q>g|<=(Gh zwS<6u%$O5M?Rof7TMzT8S-Q<}8yhDtQ+b5MvFr%4h!0Xcb050GNBvgR^B6zes4<9C z!M&5e=KJs}H~{7Tz~n6#nme@JB}Hh0OkZA|`A3LLE*BCV*hKf+@{7AUp=2rJ3Fws4 z$!u+T%Bzz$fFE4cT)Vc{iPifMv_$k`bW~#hDjhdx;6*L&5qf>#iCkEqk56{+{?Uy4b#W%g~j(H;+ z-8$PYk{{le@*UXSNzLl>e^qF`G&!xd*zUD<#^ma^JKs%Yf4XpJESyBG415S8e(N>1 zy$HexI~sn2`pb>^(-7uZD^<(mxtOsiZeDcY2#nsh8@<+ zqv#1QOV1By%ZCJ=*^OM$m|O>5e?-Q^2poP!DG~o`s=QVR={|+NatNi)DvwWky;%!k z%cSEsYu}BZCYD=f^W_MlYRk1p9JN+g>yL0ps3J(C1PZRxPV33XGaJ8hgwTF>%gb3o zlg$<{^4R#j-@>|8Tvs;VpIDJa8iTt|nw7~wCX0B36B349is&7oZ68T*KQ0qbC^00( zuY!2CTg83>SGu6--n6jY{j?h>G#;%uoU?vsIQhFDEQCLqIk7R;AAH2U{A8B&BW{1? z*s3XnR&Vp%)S*KXCnA?ayEGTR+sa2ZW3#A~M{;<$k4xeiM zGgY5^{RBOV0M6{zG}fmRD0NBJnXk0CLUQl)a@J8otnO2!bKGq&q9&aH*)zt^atlZ; zjO_Ly|Dd$Tv09$g2SY?gL^2m-v}bumQLD=i4dmvdW$xVQ_{XZ)b0ckxw(SS4vMZ3o z@>y;1@m~pE%kK6JNMpc4dIvk``QW>%*774?2Zhg6X}VG_w!g|GF(q+;d#ihG5fHrf zS5HH~%!v7JtF&uv*IPGw!{ZEF-S^Jdzn?F%x%s#b@*s+<_#IwbTz5*KAUYt1BNzRvG!dy}5$ zI-T~sf1Xd5oq+XVG7)P2_q)$)D*fz7ac4MBmtg!_8 zw;DINHWGNubwWsCqD>j5w~Eu~G$DBALQYl^CXNe+8;Y`xnV|@~zUi1`_NqJ0s1qmQ zN~RPGEvh?XMoaeTEAl*nso}x z4sHJ&iuzoAyI*+!EU3WCO=M?TKgTJ1ht$Yblwk#scI#-DFs&0%JNz0q-%Lk?2}xOq z3C%?-60h3wyd(RISND}1b7nULDym#G?cU_^23g=d8-NQecB4Xi0{ki>NkbVaq}E2P zNd$>o89$?~yttvg|J}MbdUiK0|I_lTVmzy4$EcCatcSarDG(Bzj#MMV6eGuE9Ca0WxCn>=Uqf+B!UHcO?4%yj z5ck$KBojwSSlOhJAxPY!V=oKxSlPu5!&oGC@Jh#kD;^E_K=a9n?mA?62uIk>giVy!(Wb&lpo zKN7>4fGcsBcqAcd_uB5+1KtRS_13B;FEb-@+oiX?R3pPS&%2F|wpZ;_c=t#Fjn8er zUjX=Y)j!zOJk7xkgou8X=!3=i2~z^W z15#m-LeV(NQde0*b1zuZ$7Wca*EqFqB(n7=M`~EJ;Gfq@mba=TYX|v zeP&acZfF3I7WV9o{K8c+xc!O8%&m;qa??tbv2htb$_b1nEZf?|Ms*a>ph;lB?vhFS zq2x_$v@CNpfu^Mb|2zYewDW#pZ$R<;=gp6xrlsO7#*4AzXG(|Q;&vAZ5C8f4R;K+Q zcuEa9BUZ-0t+y^CYK*N4_7%OG-yA@0cD?pp-f9j?a&Iiwb~~qy#Vu#!ZmSvEP!i1N z%DebtHQDp(oK+*shNgB*uq>(a!DV;J>jV!ObrVEdTF|X1tu;A@27E=8e;S5Xw9V~$ zfP*R}^4m5`&}Lm#4HgE@2TLaVBEKP|8Fy+Zgpu55|OUB-BX3{kpHn55%biEMPrrb&>^I2S7sPv z>@AFSEnK7{3R@83gfm8?R_ye%75q$oRC#!hd|94RJ7dXcN-i>BvaqlhF+1k(p6mQy zg3t>GN$Fy>$!TXG#%`f<`HxBOcCYl~NzvoNc6cF_+V>9aW&hH}p`pvItutWO_xCv- ztDd~CHfnO|kJQj>^mDyE%X7uFF74BQuP=Tc1Y!tIRkgw~wUqK0T?&tKbfza^O^tBI(MVu~tJ3P~5$ijm!*( zE=UzN%F?nY%E*pCuW(sOLzBTr&rN_D=N{_$$J1woa^a~qUBjvM)`;s%ctj&*kuit& zGjdXNIrhgIpLK3=yMmPhre~D}J67g3VDp%Bkw8>EMMOW`O%>bRG6Y(Kt@0&kE~jZY z1e}|FKBcA-Cc%zVMc;vm1S>vwx8$u;eFyi>81v63L$!?vZDVWCK*8-o+WGw>Qbuh3 z;kFcOrnrDIE}-K^?in)997U&*DsN+s>9&@oGU<7(2>B;fNLLO?mlMV#dA(~!lgzzX zK)|A1?N5#?*d|f<+&Egfv$!33glt#SM{D9NJ({zi((Tw{#9|s2k2fI^~gFD`{Mr3*^^%bFIVZn30&+iVkWcU4cV?KI=Fn z&2DswO{)=Hq(@d_2{EC1m0EgddNi7Iy-u2r^{G8Z3elUy)=~(J;z~Do z;{`(XH`0|9LF(>XmoXe0->l6`o+_#A>vo!gWG}HT#SV%4wOa#ptZYn}+qXFux52;j zV5^OhsYOH~=(@?YOo;1aFBw zCwk@RC3UzIk}*#AuB;cnWZaPYA7GUl6F%- zTqV;};VBziHtdf70jqlQ31$nQ3>J<#=&mcdYxw$~3{YmB&+2(`b%`RY6!t>TKxk6S z6KEB+iiHfRySN9t0u9GZB^^aX^@hs|&MVs7RYd`o-*-s5oTPj8tKCJzp{8&`iffY8 z^#^ld&oLh`>$Ve7pp|>ctSt~hE*bHTtaHP`r+45?Tgw6t>(ZWO$c!EBGevbgl*`87 zgzoyHq^S8j#!|N(L(~8M%;}-<(iz|i#p2mP=;L0_)bHyqFpvecIb);IBsvGdcfZV6 z()bC?pY;awJreS}z(+#CoKkSjMW2+{F_xyoXInLXzwWYe0WFX)u#)pbUUNX~b-N@N zCAxg_@NGiK@eo|i-;+FJ=xWZiiU7y+#3^GZ6lPi{+3d}&l%KaA+bHY*5vJIytA>-0 zsHBk6v0;I zTpRGjK1Ni-E;2ka;J3L2Ec7&t=z z=AW=B>t&eis-cZdf$G$Sk}NSMu$6F7r!4kr0f)#}nJ2cB_Wrmfk>uNtu@=%3E5{H@B;1%0a2D-q}&zwN8~CDKNY342tA`GyngU`jqbvVZiL^ zyE{}1=oEpIFSH=z)H(DGGE&x2zWWVfrI5iFU=Yx2F zZTzEMhZ>AO&WDR{#Qcr{0LB^5Y^v66umlSEU|e93@N0uw5}_DXU!kaq>qY$yJ_5UM zpt(7WeE=Z50-^~!FbJS(iPD7hQns0M zElorHgZ`xM5=;S00l@&mdc^I6OalE|u`CA%r^$O1-Q)eSg@ykT(kM&EI6T56uh7J7 zZsFa(+5rn3;7%D7Qot&ze= zX9}8X*(zEVQ|e2CG+111g}o>b#TuzzzX}mJTp(#XsmcEl1weattC%@LiF`8uk$ad# z3?cYu*3*84OCA~1FY5XAKCFcUH^3P;Uy{O>89;{KTpEfK`Q1#O##_4jBo#J{APHQ2 zziHz-i9PvI;R@!~G*>6^3vHsEY_U4Nk|%CG9)X=g1`@a$Nk1ZNO3ghyDMf#ZVaV? zZSz#>I)O1Qmq?{5>P<(Xj7<{1SfG;i$%ppWv=I6Kj-&HGCY}K`A1_;Se>}NI zt|Fq0{BqI$?qT!wxWWw{oeWYM2qyyk0d-an8{8$6P%%d|XPg)DSeLKo>up-q`hwn< zm-`BOz$uObflsgy*uX}hw*c@xJehEX@SEJmBgM{_qr!(YqFdPvnQ>FN`%A%vVk3CGNBPnPpX%0gmt zON9!V+D9*|OQ{?<3zU_JfeP->3vfxE6@Ves{f zWMi?Z9ysbOJzMp_)yXGdEUet-PQ(#82M(9cD#~pXdSXv?*@0<6 zeKh!j1FK!%9KL{WyPzHe&MT>Q($i$_TXv%qza}`oR+uRUc@8A@`3gHpu-#qNV%fZV z`?M2WMWWWTtZ8pocU<8qa>Q6Uq~xVU#lLfb%p$`(j5^GLR}DAUxiq?y^R zHr{*MHQ5_Se| z6MLIada#q;>~4y6|C!e!sS4c1KDkcJasBTjDjelSvyupYlMq17%>Ne>-uvaj34N`@ z@94Q3TKa|05g;t?R(Of;0|G8HYuM2?2#eS3$?Q5mF0cMvlpcJ$1ga`9ZCV`-GGCqo z7MGWrO(Mc8`*BMK_&hSm_!-QdQNw|K&5IuncRtxd+yQkNjZ~x)zzmUlcClol0f4ccjF9}gedD>) z>hF_N;G7ij{N5{Kr$0B0RB(Gpl+y8SFbsQSG$i-uK{V#pPg|CHr4eN>?3+-x4%^dAFd6sKh0T9?FJB4dJgrbrNQkd$Hhb;eMA4R9$`7}@!(ne6vl zsba@)rgl*dWA_tlLLv38H=nPlYyx25=1mb!sxNQw{7Rze91g# zQq65Wk~~Az(B4;C<$f)?uW81rolxYXN90^GwP4PpUZHNmRfc^I<-|3!JMFWQ82he! z$E)e@5Ckjg-~)%;g!p?hMfqnNGJ*1}fNDX*meeuJ^S5l)Ezrf8IS~RSJP1U@Tc{{v zv7piYp`5SFC6mV8%!qg;inO91N=h5+3GNgV9wj6z!%f%ykJ$qNuA#wYoGAvJ!~(PMbC8u8SDT=>)nNtr z!1H3I$&%M>SiwJ+M9BMerr!>_=^SO9IKcU1`|!)fgRuArG5KEixn7eaxv+16)6T+w zsP`mANhwFb|NGX&(51gGK96@cG%shvOXyr-&YBZj+=lC&UyHDS-*sO)(92WUjXK;8 z&TIaP4L*dSe{VF~EK%zg?FbkVGYV=P=&O-_YCH$VN^&tj_oq4!;sqyBzsE-aD_m@n zZ+DP+&K}AUJgrDM+@eR6{oQn!``otiLez;*{64gco9_D=)Wffhi(551Tz`^m5gMjT z|E*8iY9ZKN0t2;=!m)uDnFHZA4@XDe8n+07IlFGGyb4M{Ald^?!y-V@L^e{8Ns$<@ zNKvlIHi<2~s&;B)_lJ-+3vM)=7}Tq;dqQ5aBq=aa%HA`#dE)+=YQYGiZSUvpig(0Y zA&NN9=cwshIAyXfB%R%uPZ6dMGDTt?X9!~h?IVq&TEuGh*jA54%aY;J!j9w%^1$d@ z3@YgyqlOVBm+P}Jr|jcfi->3pZ8h}^|3mrvOU4;fC$wgZD`;YiKcsc-ch&Eo;wBW1 zJuyT+i25Vf;R;YCgMs9jbE7MpswRSR-VrRD z>MuD)2-WqO%Vcg{4M8P7J1dT5P3gz=8LsJL>6vzkyTYJ(Uj^9aOavUdS`>JNA{7G* z?m7I+cI!xeZm-(pAUe}+tguzq`X5v*r^*|=wjgxa2UXM_99*HO%-{7GUrR^9$aGf- z9>U~%bT|WfT_3hOoMa{N!(^0!5Q}rIGFq^nnzB(Sm1?|)sk%CmI=^!5Qst25$tsII zm*uB4GUt+|6mWsnh5|cQMZ2g^dYS1e7V1Poja0F(D0o!4HDp$0y6RJu(0*9fGA z0oEXK|L3ud4tPGNck{Q_7$9@?yXVE*^(Z%BSRf!G^69dPExdrvxj7xMEr+cH5)vNA z7Y`mzHx?J0EOx>=C&gCZ=9it|;Le+kkj@-m#iq}}!RN(yz`EUxD{d%^x41_kvZUQRc&1U|R*X-7gAhwG*p?*mvGi+N4yzEkecnRAW z4@W0$^Q_8^Y%6>!{M&|bS6Z?yPEq_W`pYU?g>J+vQOm+sJlzN+BJw#g$5Kspl%{h5;I0sw?8A`@q2e^zyv~V7<67vN$(@djaZe*-~ zG26c~@{~PX6J#h^Yl9S;g#=QAwg_gg{KwtNxNLMN#hc3WlHdCN;)UcBgmO+W{ow)u zbY8}}M0bLONSIcZ?^2Kr=u`QRMTx2;A>C|E2#;(TJqw5t8>XtTmCth2=ir?Zq*Vj` zQ4w9;DMNcF$ix+e${qXF=32v&s^rnpo14g+I^-$Fj^detoqQI*VZ@}oNfVoTf@66h zV@qDK@n>DX{vA)Zka2Z%@*XE$jdVjbG(2$n$rcH6)OSrri=w($s`TGqE2=q;>?$wC z{r0TcJQ`E*o4{vhr>Blvfm#-b+2FH{O!=}Q=U^Q@hrKK1TbvQ^c=9ZZDb2(AJ?rVx zid|zpr6?>G8iOU>zR#0>n4l^M5S30!UE;q}V~zd5eVB?eJUX3d4_}33ebuaNo5^uc zhTlb&UpiFu3e_~MaV#Y4S415av>0)#*VYPd-SsrXM8y{)YNQNM^&vw)?#f-WXNuHP zGL5-c_OQoBsMl|C567jl;GeVo-hNDxQOBA}k!A)6X|$w+x%Jeyvx^X;Crm#RHKbux z@*QV{=B5m|L1aYwtU!!XdhwX4<_pT(B)6;6F(&Ne+sr3hqNJBW7KUy23e0429+k6J z+8x@r=&RBUdst5yUDkE#(y||*;GfHWLwz!xy0Efna%Sj z;XcaJ=31VLMsd;dm!5fSsIEEJ|AjHQ{UI}j4;R2O=T30}?~DC$y{;L+Yv-_1Z_yu_ zT%iS~?gtRW!sh0rQ3CIAhf@ahoxjk+%e()>{!S)8oMMgu_$)E|m8B*IaLD`x47fu> zLuyU9;y(Im4@x;%EGX2Xg&!3*gNJenNh+EKFn)&rX#d5ZrJ+kh4E2 zdwVSbG$R0AfJtznE#PDXw`2DQ=RxAfd0Yopx^B{ifnjJ_{*FIwz&n;mLX!FTB=f8d z0W?&ndpTDXRCILUhZbiSCEHH8K?oIZxoc5@e35$)(Pet>+1NNs{I0-!B$qQh5`%e> zP1*gSwZHSv6>();a;x}#!5|e&#kC)DBG#+luBJ?LPUIrmKHszVGcfk2hU%air`uMP zg<&&1mWKK7Z5h3Qd&kzIv(6s463`*KRTa8a`&IXR*I-)Uvf zX%TG6yRAxeX#TGhJlg*#8Opx#Kf1FpTWTidAM@SgdB_bi+_r4xx?xtb=y+%-$)0ZeF$q3CoE>rCoUY3IKf|(eWDRdgEol&x{fi{>Bz2>}i`SiTR8Axbyz98plgvFX%J+f_chrQqSHz?T^iWJw3S$gYsZ#Om=5dKU zBpnrHbag+;)}f|F6Pc^x3)ykarK8w4z#LX3B}*(vIB?8soAE6$;Z*;|ky9>pZ5Ib+ zl>M)I6iG#b?0K@#wG1}8SO$BYt=!3_vKiHy&I8Ug#auB|D!9^M)!ea64|1QkOR{EllPu8&LC78Q$?8_thY_)SimR}<(DLX!&S zwkq%S|DmI-nz=zGB9eliN*oqe_>9RYs1RsOI<>0D8+f);oY7pz6`F!S=CrO5IH@fy zpocowlpUePZG3AD*%{D9lif?wk}n-X+3`XVp(@izDckLr^{LfWk^Q9lvV-f2XU5nq zl$4ar@Vg&L2hrDdPE#eA?fZOP#2FR5bmGc*jD%TUy&)<}4ahbbm&-=dQ`1E^l9hKj zE88Sht}6uBS0hwLuV1)7xSa)|0+w5|^!J{uOpB^!z9vLjd6$K+0;+&q8B6N7$gMAB z_1dUii<&lF)+4Tu+{_geyyGb;j^XH#`pr&L8W}P3p2(|)sQ2u9k4C0;md6`x>pwQq z>yt%r38CRretcmXvLuC5*HA2^8)p9T59$)3j{At2Rf>$;;#415E3ZTuBJY#lxM_`$ z;__uKe3u>Wna0iMY66ABsYi2Zy(sYcBnD_XbR-QoBXfRKkL$u%Q@bbY*FYPBm0T9 zy)#&4f$HvzvqWels*9$p^)1rEN0EW;5|^TKFJP)vUpc#Y&AhbHL{^))a$hK_Y@u&~ zr`%Z8vyqy0JR`$)e3V&*fr;0a&ydKXNOeC!CNeLL&zTM08WK=n0YohiWrtPYJ5&mGV-T$$Av2INO^aATdy*t^wp> z;^-)7Mz94oUFW_sD>!TIv$bm-BWHJfg8j%yT}b)$O%yj5>2&RLo^p{A$iCn&6_adc zvWXh=h>Xu+{K3?*owXWY(TkYs%F`&=hxL`j@=pR$3d1Obv{0A_i|IG7JSIs-3dM{A z^DYL)&xF)UPzOPZ>WY~^UBYV#K)M-PX}LQP&$S4JP8>P@&p($z;pz#cyax>OsL zDVQ}zWOrv~*4FCk)ulhTGqP#srq~ZpdX}4mZdJ4EvLtoyG%O8bAW>i~lagdy>WKA$IigUCc{X6A2_pkr2HGU&1@tEZtKOwX{DljotQ)!_moUEjzN zXjY7%iiC}#4gIrOQZ7kn-uyJSnTjf`6D=U##KFGEILxlu#ncjovsmYsQkj!&V->TH zQ^4vjTjEJrk83H4d_lC-ZO7)WM#-u%tj`21qMxs!VXHB=I=0P(e-qM?o# z`&CXoiB3o=HOqcHwb}JXwyq9ohMR?uaA7SAs_gf-1f#SJ%eV;sP-$DLf_l(+y}Pub z*gk=f9vru^yk{{h|7h57aXendZjo|JJwo{|Gg($>P!Vv}stcoSq_m8~`COChtB0i( zzPY6ks1*ka&Z0NKolm@tgMT(Bb8l#pF{w93HHp1fiQp4jf03^Pt-y-C`6u&2vZYZD zarPz-*71Zi1O`3}OF>$!+j><>`1dxNmVQB<*fslbnnlLcq^{m&o%mP zYVnzRX=(N`k-T5O+7y_2Aj<4VqeL5*eO7_23+q*Z2!vfGw98 zuE_94IxWc*>z^mJ^p&=WLH4ED9NF{Dc9)Z>?m}XIdz}W?_5XZqMt{#Om+=>GR>|vB z0KE8=vxl4htYC!r$JZ3ZL!(Lxk2K_Jd4LC*2(CNR0cB@F$prjT*F;K!vy-DK^6}|U zUxqCsY~1BR7MtZJoqB}%VqeK7wh^CUJ3PWR1n}>QwNQniW9-)=Y-k+JUm5l4QR=El z$#SyEGpaE_=`p=hrVhdy9jXGUTB|nmU6~tHMM5U2tFok~Fzixb#@nRpYf>fRKz~@M z-m8gSGL8PqJ{lTjR3DOSI6vD+mLkQ`Xvu?nhhiaQwiz7*4oc~EE6b(`%GX}VdKo7T zO8NMuK=VGcF~W7`BW~GB6?1b=W06)xMJv+}5OdFxCWvhLVG0##q}=@UEP^AT_1Lq( zx3GdLL~`TGZqbqSS?+(5IDJiceKq~VjUJ{u!)@>5qgYl+W7Go@5?%ilZyXuJ`=`{g zoRyhad$1LyGAy;yFOWy>2j9XnY6Dv7ul~)d0itF(M)rwO4|B_9E{KU`SOP|yfC!$y zI7rCAel7Q`13~B<4>Hp3uFy7rLxFmQDWqM_B)TgLB**@q0PU+zI?SU^>_SV*h(*yD z`cuC>(Vyt^;AU-TIz8EP-t}w@@`NPC z(ZC@y8XaX8`WhPHCIWvY8QzlOH0~J|kbg8RT_#Np0yRQ^D9UTpc1jz^KPK2!>pT;} z7q*xl)HxlUSO5abM)K0PQHa-IK>r}Rc8l`1Iy)*`h~}}=ge(5REsjsEJ?7bckOxxB zFsf9Any=aDL8v})`9U- zK9X=h-%AzI^0SO?D>akU0eN5AGb%^JV}R}d5Mf_^NP9kAcLU3I`5_?>FgX5~#=B+O zXA9xzmvh;xUVxFU*Dw_dtVvbFefdp-TeIe1xPF$z!WdfR=kc33U z=Xy5`l{oMwGfwQu`~^UP-#aFs(=m4sAZqCOfJKTBN~98Wlr=HGpB;R5^CNfCXyoM0 z9;?`SfdRi?ym++>0b%Z1bd;H!msFGP3SHxC-!b;=X<0g~O?vE{J4UV`sdak=}8iUoVf~! zF6*Uk7#`lwBKbqpj1Hq)9-mT%D}pkjmejz)m`dAcJIAJ9s=@Lcjm-K{9uK*PKzK=%v?iwjdw}3%bjfASw_w__Ip=ue_ z$5KLrKV(#_3hEx+OQ?IzN~pZ;smJ*)TgS@VpOd2*|I08feS2&I4pC^9o8(f%FPM^X z8Rc>ek}SAx)@2rpv@q`H+*ipHEG*XMkn2OP)mxSSp_pG(HBEqBl`kBtqT#nb9ps3JgZ# z;$ALC$gv1X*2N{UbJ5gPagAi<(#0pBLPyg0+D|mY6_qecl7_{JIB*E# z@5cqEWL(F?bwY`qdJG@R>)y`dnLV}9nW!J@`Hh1t(v=l&E*mOCh*qDOJ}h5!vbOf` z)sH|KE_o_A8YeNRKLc`z;A)P?&NM+#touj)q&cN`c|OQ%A<~xfgoAcXbi_1AdVK1% z^0RuWa#DqQvT_cMaz>&W3_fHjHPt-kua!O;JKr#F<~AB;FoIdQi#&yzj$UXf4dXBg zX(3{qa$o;Rq8bZhS>urQ7v<&=c5NaICiJM8KAJQjpohyj(hG93kcKJ9XLoz7 zvgfzC-PfcEc7(vH=(2w9k^jRX0~S%?D1O(OlX}3Se+XiyY!smrITI{geVYRY{{ASf z`!msc$8|V}yM?M%z)9hAvcPIM?0@DY#mC53C^oj!%RC z61j3!M5lKd3bsf5gH$ssl4mrOA|~L zzj1NV$bcaOX9Qu2Af8n#Ya@zF1^msU*@Py3Uf0U(UorqW#!M`#sHRX65|BEOl-G#w z30Iv7h>(%-&Zv8D#U+AVGstz^*%Wr^zvU@ewZ7>{@o3A?v8Ig5YTpu$c$VNzlj`s8 z1xMH)5#C43OVfq_syzLyOnDw(T(qjH%8D3K`~yZ!wT?Csx=?+@R;^B90VGYY&IE~z z2T{6%eOv3Y;vM^0M+X*5rdEH#Sb>pQrMW?!jX7~x7U0pq)0(ZK0G3a&g)Qsv&+MhH z|I~fmB_X5T%)~a4mSP)jX^FGDk0V0>odSGVS>n*q>+I|()VfIdLB%H~RBlbp@kra2 zlS&N?92J_mgIKh4a*npfEVk>b5fL>)L(2-yP`sIVW3KQ`cqjX+XI$o)nNgHALO;c1 z?s4h3ST?d!!cv?5RNxq()zj81^AtgYJ*Tbp?}Q@@n(wD4NL1B{g>3&dNeZjq|I^&E zi_bfOFg?dG{+G&6!>;Xgm~uk2PGi$SrLwZvW*9f?<^gtPJPaCi=%8YOe^{(4E(4bY z2Hy32OdA-fKUz$Xq86UQndsqU{h&T&ME zMEckgqQ+J*tBh){+e7ds@cf4@_DM!0)QZ~d7E#9XUEqYPf^wNC*ElwYw{IY5d0b|= z`Qn?L1&=~H^r4oBaG4<~P5}avhSXpNRwC)Jjddvnp#&*< z@IwB?kFRdBk)(wYBfZpflqN{8tX;$|5&KgNRYpHeP4njXwc(m$f6fo)x7-FN-3IrW z+sU_6GD#6*7l!zh*-r>0sGYjFI2SI^ONhn3WBD6;lF9=Q?f<-4KB_R$cZ!K*y>n2q z*sj-^g#fPGVP6$$GaIZ%?a1VFTm#bD4y+~vL^+&Sk%P%EIUb-d_H&|d#6Bwibo)48 zo&)0*KtO;U4V;XOHs9Y~fcAxwN9Ip5kjwO$&`B=mkfjZ{>3j?<^Dfk!gpi5){u_wV zBa@qY7(~PRAcJ1`uN8HSR&d{aT>pA!-+V;`6>?~JSBeQu!^p=f@C*!uNJk^eqQ~xgPij0MU+@_F(`nF zDb0CVi=_+Y0AVM%-0veu+wzK?2ZMyi!@oFOIHTA)G*(|y%rybUAB54p@2Du>7=LYC z#7Q(Tcx>jgz(atMlmrAVSe5PJ?;k*txs*VBON;NCqN9=}C9H~&<0vj(hOqN_qJ3iF zZ)V6n@IK(?j&yU40wvnmc-m5NVpgS57shnw+kQx-*8~PQ{{$wr)HLfLF1RslRQc)Y=OG3IbsiM%fxdLpo$=itOWtbc^>~kAlg(evR3mW%Vk5YvzS^kx7{_yQ zXank63}vuf183y~^RH2T7Q)Q3D5rmHX2iLBY%P^Mz?~-EaV+ebIEh7550$IpM;N)! zP%EZLV4uBKj%eNAbXdK8-)1v%(4+z)mL& zYK66Eh57+nUC1rW>DEgI1@k00>#u4x>Md$13+ggna) zTIExAb55IKSKh~GK#!S|9_&^8{<(lvYy%713?;5B-lotL#RZXo1^bl{s~XNfT+)Wx zEM}^UPsn}#2b)ieX-VJ2N>>%`9Pj=>#ZIq!(H`WX)ij{&Q6$y zE&U-|)BtO6y6WZp_8eoUStIUw3)AT<`l5aQpr$q(X!V5-P@Fc~+QS4IYEA>6z70H$ z`i0WSXEosFWm?#B_N@cVbcnd=P#UEXX_b&hHr>*>>Dt6y+v9i6`Of>^d;hr4^Zjw3m*-imwa1z{ z)|_LGwdNSVLD8z~BRt>rJt;Q>22=JFf#1HRv?}!Z4h;KL5#5C)Rs3G4LF*$@whzGr z@4(Mn%?Dv`&~>Bv=>*@{Vuo0hzccy(+Y$%S5!T97aTf+FGcFXrr1JMmWQH~cwM$kJ zs6lvp+G>KB8S~aPkMYv ziK%GFE$~Rj!ozL8e05()$QF~7s%E6l?whtoGi(bQ#CvL9%FWV7MQ&v*PW=HNPwNbu zJ=@tuFrE~Oi6*4Ax{|!){Ti4b2`edbOw9G((sy97p-dW5)%;BA#P5jXz%uQvQ;zM~ zp|b00-l~NJ7c{p%gfY(p4vlCH$)*!%I$l)$uOcmDzI0Iq)u*ZVJ;!Hx1HT)G#3=`z z-t5BH@V^+Z-*c9es=g^1{op29et5W)Ef@@XbRj`z+$-Sk+IhC3L=+#yx2GXRB+{yA z8pXS?p-O~h_Vm&8%l!Loi{CQWTv~pbE%1@PgYFUtYZt?vL~J0&8sts zRcXg`X6Nt>tP5HAH1AS;Xb%m&ZED&J-j%5aNBWPjnobXcBz3-EB1B7Wx6)9R?zYXJ z_k?_@UKq+R)On)F=^Nj-0aB!Kw+@YsCV4gZ1$HXgDsBB*lutdPC42Acw5q$a`UF4z zEP_qaX0j7@-%QaYfeJ&=sNJWt;Pw{LS2qGRl|#zEcJvFpWbK>SkPB37&4JhGatFIP zi%m^wZvq-k+asZXt8|0k8M{MUz%853&=*QfbkV@Q_E+wkJ}ApnV8Zlg zG@yOU|JvQ?GG^p#fBH7O(Km)L{%C|_46s_U1}sy2$4>kKJ3nA&Q{>b2e344b%{>F% z+zb5fP16m5%XhaiECLu^&|KKEiTol5@QC9M@3fJrrQeshBU^|Oa_0~`91UE}xF9@@ zPt>Muq4SnoM4z6zn3zaY`7k;5=>-R_SD8y66vHr0j7}kq%0&f8)d! z4s)=z6z?-z3(irvCY2U1gkar`hPJa-c(LI{(HN8W236uYm4YD(^mH~s7*T^3*9`CD zTI_SP;BjHrPZ{Q%W0foL-;86;vqn`zT&##nZV;&9hS`3~tKOya>w4OWuZXyzLOpSf34b;~4(%N5>6TY}jwX#~ywwp&GPP`=b zRJ2*0h>t~5=NlVS59ov6$& zB<#}*yrF04k#<31(O9i6oED9=luo7!JMEf88ra4=VUT`{JkoYDGqUa#CcTWHpBOVF zaf7l_RM~H{OoEp2xWbc9G9u=adaE>2Jat!HHI7&cf+BF>evwl6LY*PQ^P>DdN>!zI16&T5Ed z%Ap1g`3G$N78E2{6eS6r2!Qy0K06!J;29XO@Z~*VFcKqwke@Wzffd!sCxA2FB=C%c zge2>cuSaL>z#IQYkHzq^&e)9kf|qe#O`=;c?)?veir=p51Z{u6hufLjdOXU^7~>ES$5k>+FE_mRX&J($eoCLfd3?OVCT1V2vC9V^Hh0+B^@?maWLPJ)%AMx}GvcST}Ks78czvuP? zB-71F!gx<1>O1M3_ry`gRsCW*!8wP7S_A|8wlf)FPn*%5n+ftLXmi_piHJwAaqU9T zj~I))MLv3(*$o4-Hop&-3@*KEItsi$T_UAz$ZP`x=kJAXaYWS>}5c{i!0EfyNzxWLiz zmn&tDE7f3<@@0IB<>n1z4`62_O(3w+!@so;iQDFy7^sLJTQeU&CRUWa3^oh~W-fcYT6IiWt zx^^4suCdc{5cD|w7IT%>*o(=NAJA?4HR&!Huv;#6_vTxl*Szj|lo~B(4!~zHqX|K= z39P_ZD%nJZx2TGVFvjNTuiLukNuhjfI(JD6_X$;<*OHWWlYe3u1qZw?Ard4YQpd(A zzQoj=FWtM%G>9*n?bPu+h>#sep8%&owmisPGnz5PL4Y64pv`Si&bnGOWGE>%_s1!g zICca^ELCm8^JwXgr&vbiqdao`ATe=_Bf{6%duV)9J9lG*)p(y&#zgWP0yflC?7G6H_6x=md3|b#R-waiC?|mrj-SO_E*hTp`<=aGalJ$w;%8 z3vAO%LG;B~axTuJVdc_jZdfth^(7M!IR;O6v;ysG(!r8x0l6Cw{i!lB8BGd^HWnjf z;muT@eAKOLiDX={R&O78yP965MHex*j=XZlTOrC3AneZTanpEg;?`z=ZA{9sINA!z z7b($SHk81ZmKXB2zgO2e_QZrnClj`cd(AOXh+PQc!W>`HJjXT8WtaR4>YUD_?GIVB zj%rf&#~@UH(s@>Sun|0>pWLWi|It?sXz!GJTT3(9Ly0Bm9Slvqr~- z_aFN~JB%W=ba0>5*uP~t=jb>CFh`wU{;6oUKpC?E6Tr5zG*7^~W4P{l&&R;awB;V{ zoyi(xcQS{haR@((dC6j#U}U7 z{``*2LDdep(|PyYuGO6xp0DshflDflxD%^!XhOU5`-^uh9y%K0@f{@Br?^z-4_dp- z-0q=g(?8M9hnz+t7g-cK&`Veqo`H?lv5dZB(bXSdG0%7}=7{hL@g;6I5nHh8+W>Iw z)NBU0VI`Pos%<+|967`Zl#=Y>%A6W0cq!_A4{r1f#~m@2x?u8!?z=xLRsB9BBV!`P zz|R?sZX!}c!{x&{l;bD<5*XjxUt48WI}!)?njz}?c|r7qGIkh}?!kvOzO3AYOzEp*A{3C9OOZ!rNSG-CD(|GM^8ihpEIX4898P#z!X*5sXzKS088?KkY@oi)s0&z3`oHs&_5E zZwk|UQ%%E9@{z^aq70)9I=Q>VS_F|F#chl^-5OiqQ|}5+#t=isCRkt{s-k)4UIKn_ zhz>@rF34Ar9{Xq~#Tayy5|EpzZiQ{u*l_>#q2qGH?rl;y24;R!qA?^E$ zXP0}l5aSgG@S@?@TaO@+{fwf6BAeMSDuri1-ai3A^H6wJk>nhr$gL^>d^L21lcJ%~onJS`)O=RP1tcK;pI++dgTT@19v2{U;$({%wvl^a(q4!(*wjm#$ zxj;#x6TzV)SDYMrTyJl7K`KTLUmB4{HTf{;s!rS|@k*eM`hip2YIl0LKzCc=GkQAG zHXT9ubOn10GQb|JJAYYjZJ_;(D>mIe1x3bmyJwLN()|51NK8j~X5Z*4>G4EbV4nRy)B?Ycst z@j;|q+HYF6X$lWz)>pOHVtNO17YjU=>Ahxe&W_cbM1icFXe~j^O4DXHjW5a98#2rFeRVi zsON*9#N#Z+nX&t;3#mUpN{C(*o~2y2xP9rJ%KZdKE0N%AVDV8$D|;K2R`{|pCU0AL zrm9zv1fD#v)=@%?uiw*!n>>U=R)c&b(LNXA{Rsp{MqRROLRWWm`qZ<}N6S<`7TH!ELQuKQ+xzvQu>8aaB{*Cqa#rpG)TVX_UI*)KZbPg_8ogNk$ zUuiy+7lL(n^>>EPp1_oR-=0@69_V5M(Lhvo10VDsT^)t>pE;CQ{WVD(!WcA-H!zWL zewRmQZEX#iFS_W+eZSxR26%u+Lvd8F^?`7FI|ziB`vx39u>^LTW~Zin57&kOKioJW zxr?HL_!!aqeaJnTnFn*_^)1&OLwTKm6-9$-d-3*^7~o+EJGLaf2^DzwaW~uFY zhZ07TXm=hRf;Er=>4gz%&7I|hNKOEB8gJS6cS`nIu>5aT+!+zw`2f!Jz9Z$6KEZ5$ zOT|a~6#KxxkM0QHbc4}UWtgW8t`ghcL%O5UuuGdCAgU(nPSDhwVWrfyiX8Us3Oyn? z!9sqZfn~M$?9P<_%_uz&4+vEWcsTM33i65g(HpaqQQhVYFmX_cVrcN>OUf<-u>Anb zDy#NLaul2=N`5#spW&1dVqKbhofqN0B0PMwQf4Tz0~kYn0`{(R?)SVY(*fXyn*DJB zEK>l3<$3`#WT(PIbo0|b!aE3Xc>p-|dh8oqW!BRSdfzVVV(cZ_z!zqUA&-OpVYXxf z5t{Kw(@Y2I9W8Nl3Ha4WMV5WH^lZbIWMX~qD$en$jqWDU6^JnwWF*zR=6|Sy7q5&L zKcA%jvlA&sM{?vn(Ylrt40nPKs)%0QbxF&r8QkNfzT~b(Hdf>nT@_=VKr$}3O^!}3 zv+n)=@_Tkkj)3nVTl;W#UfVb+_`4V#JQ)>Xv5j^DypRC2(TQe%Brq!h$Ux`a`L-xZ zp4ocW&WCtca6c!6ZCJM~y_E@i;d3wmQoHb_{gLl6z=)zc&qYe3^iKgzfnHvr!l$M1 zJ#g8D=u2R9`nBwDC|<7c8olbd9dvd?@~L^R46f2~Xd@O=w2dp8NdKwge4=QGCk4_c zzJGT9EiQ?C@ktS7IqN`1JXimm+lCY+^hdgo{wFq72ZDk4hf4h46z75hkXnY8 z$lab@L>==U>-rRpP*&(5LTf5Yq_==}E?O*hyE72H44)aE^O%{3Zv34KO%xw9 zy7InkmNW{e#=TkyNF$gTs5sG?x!dfrd|qK@WIs`fEe_}eqX3FKM#VZBpYZFgXHOrU zjri8poMa&N0XG<6>$co=)d~QMMr=;`0S=A;z9jy(d?(+YIpUX>Z{pY&I1lCw56hYr z@6kbm{^=1kK5T%n{Jh<=QyNKU( z6;NmiDl!s%i@Y1Mm}x7daqyx)vxS+K{ZE;DkrO2#M=+JtBFQ}avRiVN1TjPN*=u1V zcDn)iEORl|as}W-_@chd$I|)laIb(D7FnP8$kv4!p9B651L;D@@2peTn=Jvv*`n?n zhl7K7Bt~M`=~>ZVuA8@uDNqKm+5x_bm(;@=SpyGLq;pb4nl`2q$LLd5lA0HiPQqEm zu05SP4pzTY;ay%&H6+dR4zzrPgl%qf9|^Fv0h_SQ2TIL!%DrO zj>X-_n&1tv-}ENdLBy)})qq+~(PnucuHtsBw3V4lo{VB=Gar_*=ritCFnOQG1`Pz<4w5s>vLa26t z{>S=7dDxt?KKmJGtba3hozK?CYy6TQ^wMZ(no;`qv`7Xj1LCLb1X48brxS#DImhek z>Cw~CZCaCf=}z5WSZEJ>4@6kxsw<925u+4~{rO-Hdw7Us05rCvJU%;{nVIS6ZmP|yZb=Nn4F_+`a zCsfftvC;KvO*WCo_xN4YDxsIM=IOs;G7r7M4eu{B=E#`1l&@z2_X`RvHc3TsfONtHKpyx*^S> z-Tn*a<{N`)PK_Boa7shp)5o@U!?yl&wz9IDX1+#Z*UL$n&#JFq!-&i1=2^eDkWj&n z?#8tEEsx_a>I52`pK6g-^*`SVN`F`d#~F>7d_hm&$DN!$H0RW&4@&fz=ZvD=TY_Uxp$}+{Tu{ zz6mXPA)$4gMASf4m20qg+}P9*%~n>1!T8LKz~`)FBKQd9z3=csK3N)Z=^KZKm+fg{ zpS<>5X3m_%0v8%qjXwEY4fZ-j=Gs=VUp~e{6CYtSlrex9O*K_+KX-Ucn)Dq$Ie9)l z{%LH}!NFmBeI1sOF*7$OK&h0r-9@(sE{t^_v{lO=y+IX+m~DQve1c0&lO~z7yT2cK z3@Rlbt^vuFB^Eu$8MkAr7KqC%nmcc6|7ak5GF>vTK3vN)V(>}dbAdowt;QhviWUPc z+m;NGwLEQG>=jls;jBmYerD$K?5zFxxSyx_lOX`T3xqC=YKMQ-vwO6by8QE~|9Gf6 z=)=t7_;_f~$mHN49|%-kb=xyKv&Y;P0;QweHmYZ%LP$Mb-yv=~(njcCWN@rD9~L(s z4QO*`_<~y?skw!^WeR~ePy!`(^4r9fd_&}f&D7*Kh1gC{N{StsdoSqXw0qzQU9CTV znu^d3m_u?YYGVcs8tq0Z2rT^{4k)q=ds1oxkNpjWr?&P<#zT!)QW6ah^D;i^KMB@l z*2w!=?HOI#o#?Gjd>A@++T+RH>~;h@m=pF~*f^UDDBIyk8EEo)m0LLZK_T!KsvQK> zj+6$k^#mOHmuKh1bc|XAgoWwwu>6~2#j~wk_K%x<({vl5l69^nr4e}WW8&>*^9g&c zr~%$#SKVw!ha=lyA0YUvr{~zD+7rmV7R~DL&yiL4VbsZ%hXX0DGu;?7Ibwl}+fh7C zS6i-gMGdvXCm})yM1Wq~-gdILceJ&| z$3a&6Whh(GU49^xsXi*SC-SgU^9SNSA8$XTiyIjEIke;B;BY@#;bDHtCdu%4?~~%= zh4qV)oJ2sjTBh^QhDT14D9MP;|ltg5rb)cbpygKU?zNjn_-#`hq!Ccom?M&Y&jq484y8s^R6~u z>a8}P_10@=37v2OO=$RILby90qgM@7P)gac9-nBGl$>;Q<{4bkWqqt_cqjBut`K`_)GVRAzy%|@6m4!|>OXlR&PJph2%l~hy!$(_d4ysc(`w3|Ny z1xaKCQk&aqCfZ-W7`>`EI+4CQ&hRv9IA`T)xj^y+UXrw2^@*K!a0DL4XkWekV|DcC3E=V-lv%z<8n_Mn+M4XsVNWh4)4#d!=&?N-aj)+TsJDk=N%rVzgn3T zyIgF!+C>EHf2F@XL|iWvAg)fWfFtX#0rE88cwD=uHZ3hJL2hZZZzWA2^)jO^>@4}R z>76^Yf$ObKK*!Pd&W|-OOOq)^$42>m0JmhLmWk=D)VD8pwwR)2la0XJ_H3Cn3P~fn zkz)Wa-k5$s4$i%p49sP+fUIls-#4!^)grAll_ABxDPC6cOENyq%U-DUmOy6Na8jhD zr_)kVMam%T?d@4e)I%61zfP>Y^>`ey{j;z12>>kTxlNT=_|5ZpXBxJL#B^|I&di)W zJ3I3d`7l%D-3}pcvU{LfQoo`qbK}k7YOP4i&N-j4#fAw4s{D$sguGITG~rVBOzbhsC^*fzW4~KKY7SxvcGMD=+}Nv{Jp%nWHxAr=nzj?V z=J)p%*pn-@J+#lIg`etT@k45CEjFNI1qNI#1c!!%DtyuLMbB;N9P_+^;^!Y|mMc#f z>TT=SUSzjuQ|eC`7C8ur^Ij{`z0-Ol;PYZ(g~ij%>|lIcinG>%zU|IZ)-7|}^t)KL zK;~>BE5llq*U>*Ld_wLDbWWu+bEnCw-)(tM7~+PQy-Y|L%Fm~W>!cwd=H%uELL0$) zKBb#YBnM+3+NUGh*9of#9|cnEsig z$3O(!?Zaaaku>t?w8E9cU4<5Ya>;xgpz5GvRodLXrs~+wE_=7u6BkaLZ;izjOWW9m z>gpR95Qg0oaD)rM1tKIRPxx!Ac?nt4OJdt+k^>TyX@0jrdhgSLnnrUJ<+CgX)ieRP zQ<}2X&Rm?5vdraGQ0LhwVC!N1u{$&Z)VjLULu(mcA|^96&0UlBrj}2y z1a-?ti+_9^w7Czc8fa+ZPX%q6CKV@aheV%QoF|jhD?OBe!1Q%>*NJ6P({!gqGG1Wj z(a@wJk@An@OYP(>$*pV`e-=3YtW)@diR{`gy`Rm^oPEF4x)#?mJ;22+8c9Cd+p{h& z7}(riyMdKA^za1HiS@WVKb1qqnvX+ZPmlRv0;U@`a_)Jf=b+?+%4dDV$)RDCB7bx& zJZ`P+OsoC}#QpRJT^Wv?DIP5AWr_~hoGmVBIHOMC8Iay5I{9247 zIT*Dg6}}DZoKiQRZV*ya82CNM!gi<^PGDq!Vs7g?yP>lK*EfD%mmT3EO-pxoe`DkE z?R~@Rmh&C)>x&CO<}pX+db`Ts+JXVmQAhhJyS$VuP2KE!j$)FuRl)93e1O{R{ao~>`l!9 zPJVusRaGTlQ5Zm6k{S zVD6l}@E^N(+cMvgii$(;e$3Ye8p#hvZf9b#itDZ|F^Udl1zIlGD7k``Sqgcmn#O7_ zuUt^|aOzckeVCm2;OeHe-GMDD1!and=ZTaW+a#=~)GwcV?Fo)_Uz1#{;>>bDO94XH ztJ1`})Wo@z5i+XtK_)ev08&#Ld3FTvz5F$`G@eTVATs!BWJ%uvNaxYP`L`wSYnq#f zR_(GbPO}!*rF<9(V$NpfcvcSb7)+%k6%9*oaE!16}0}g;j#$NQ~H{q zcfY@Wu3nKVsR-5Rc};Ss9E;2cD9s>Fd3N2J1U_fGv$m_EC{o(Em?50yRp@9l;Yup&&KIYgYq?IX#&Bg~H6^$G~|hhTo3#|iZQmZ^ObVZ6Qr&=dnH>@qU)n0jnCTxD4uIdJa2FsNj<$A z*9nNI{Cq%NI>CO-xk11!{4i07l~#}UE63$@|2utO$TQzp`>@IJCw8DoLD3;W{#g*j zP)t8xCQT*-rmM;9zf;E!RwhOjT2SPrGvO_f$kfI_T}@Bu=oqclb4)k7l0%!Kb-tb< zFLRpQds!6IR6RPK<=!y2xp|q@_R7cK_QdP!uGFG2jM|2Fqeavhp^~AeQuZT{2vw$X zvbxkG+7gS1kSAqndcKwq6wgHQ+sE~L-xin28rj%5)~w&ZE(<)VyM&Nlly_b~&fa{H z*^1i+S-viB*nZK!dHwVFG9RJrHPi*i@NYpqyKHrZ8&6AOgY8$LQI2dvX~|E|i_)J@ z5;CzzQUpt1;yxSgED|G`zECk5=4r|_Lh4?X^j!wXZu%NnbRW%aE46q8?m5NW&BC^l zp*VWB6j`65<>+L4bqm#8v>Leqcw&0OQfYCai&lMI;|PNOaC*bpe|G158gXtEI8`vy ztm4zHIb{_vM(Mz1R2|-MkAslo+{M-or+M~5(Wt~=-3lL7QtR!UFe9}DW;28%bK0$2 zC!S`T5B2P(Dxli~8RI@8wQ9Aao~CwFdUh2v1;)kiq z6{o0y;G|+d>t`>{w!WkHK#yAfsY^ph&-t#~hjp0ZJJi%dgO`7GnCo@uI#jiP%}{j5 zU-y&0OwkY7`lAodl|qeW)B=3m@z!U*#zmpYF^)w&_l$1nsA-Kyelbr4Mf7k-^PKFP z%&$+My~dWm84c`o+-~EzTtbzM=9Sx9VPn_gG%~#~MdvcAE!)%i`b{&lT7N1`xGv!h zU7~>Sx8x!Ihk897!dGi+nBpqGk^(rql_nZ2+gwVed@@RTHTQKnGsF>PXn7I+~ zXtzoy^MZiR{O-Mg5dVMc|8K6!x|n$XpP9h_FHG2O z1EVDAm+Y$|D`JxDfBUrmL;Md1{=K}1GcMg|1p2R>Kw17`s!aE1VfBya%NP!x^#_irKK8b}8Mi4yQUc6YOOa``j6 z;2*b8w*`O%s4TpXK_Cc_9d+;nS^1@a0}LEM0#woe?KkQ^su~F(y)=TZa^~e?VMzdD01FbJ`1Z#i13whX3uUlm_>+cOZc%>>j(^dhz{39z8W=42FEm~d zunzwt9j_oTto}jc0|Be(KWTix68ujZKd=D*od)O~f{=gIfuiyKn{)zz>ha(60$lq? z-}v|-Al`rU4MpSsH+cpBB`@#4^p}s1mlyK4ez>`q*w|aR5TLXl4I3XomjRY}c}Ghp z1~6)}0ZNU!lM|rt{BbQW#h@o*Vkra$L(TXg0w8`%6QDF9Qy~Zh#0M4N=QRVHLd`5p z&H06ZP{L5)@td0gE+1w>{2+5du%G~+nW+g>l;Quq2!lT~DH9jBUqc4yl^}?ZfSFlZ IMTX#i0hpTt*#H0l literal 0 HcmV?d00001 diff --git a/latex/references.bib b/latex/references.bib index 78cee6f..e7380fa 100644 --- a/latex/references.bib +++ b/latex/references.bib @@ -8,6 +8,14 @@ year = {2020} } +@misc{mit:2004:physics, + author = {Sen-ben Liao and Peter Dourmashkin and John W. Belcher}, + title = {Course notes in Physics 8.02 at MIT}, + year = {2004}, + url = {https://web.mit.edu/8.02t/www/802TEAL3D/visualizations/coursenotes/modules/guide14.pdf}, + urldate = {2023-12-22} +} + @misc{britannica:1999:light, author = {The Editors of Encyclopaedia Britannica}, title = {Light}, diff --git a/latex/schrodinger_simulation.tex b/latex/schrodinger_simulation.tex index 92c22b5..1ace563 100644 --- a/latex/schrodinger_simulation.tex +++ b/latex/schrodinger_simulation.tex @@ -88,7 +88,7 @@ \noaffiliation % ignore this, but keep it. % Abstract -% \subfile{sections/abstract} +\subfile{sections/abstract} \maketitle diff --git a/latex/sections/abstract.tex b/latex/sections/abstract.tex index 8013794..dc3225b 100644 --- a/latex/sections/abstract.tex +++ b/latex/sections/abstract.tex @@ -2,6 +2,17 @@ \begin{document} \begin{abstract} - +We have simulated the two-dimensional time-dependent Schrödinger equation, to study +variations of the double-slit experiment. To solve the partial differential equations +we have applied the Crank-Nicolson scheme in 2+1 dimensions, to derive a discretized +equation. In addition, we have used Dirichlet boundary conditions to express the +equation in matrix form and solve it using the sparse matrix solver \verb|superlu|. +Our implementation, and choice of solver method, resulted in conserved total +probability $\sum_{\ivec, \jvec} p_{\ivec, \jvec}^{n}=1$ for both the single and +double slit setup. To illustrate the time evolution of the probability function, +we created colormap plots at time steps $t = [0, 0.001, 0.002]$. We also included +separate plots for each time step of Re$(u_{\ivec, \jvec})$ and Im$(u_{\ivec, \jvec})$. +In addition, we determined the normalized particle detection probability $p(y \ | \ x=0.8, t=0.002)$, +for single-, double- and triple-slit. \end{abstract} \end{document} diff --git a/latex/sections/conclusion.tex b/latex/sections/conclusion.tex index 34c3edd..1ed81da 100644 --- a/latex/sections/conclusion.tex +++ b/latex/sections/conclusion.tex @@ -2,6 +2,24 @@ \begin{document} \section{Conclusion}\label{sec:conclusion} +% Rewrite this section to differ from the abstract +We have simulated the two-dimensional time-dependent Schrödinger equation, to study +variations of the double-slit experiment. To solve the partial differential equations +we have applied the Crank-Nicolson scheme in 2+1 dimensions, and derived a discretized +equation. In addition, we have used Dirichlet boundary conditions to express the +equation in matrix form and solve it using the sparse matrix solver \verb|superlu|. +Our implementation, and choice of solver method, resulted in conserved total +probability $\sum_{\ivec, \jvec} p_{\ivec, \jvec}^{n}=1$ for both the single and +double slit setup. +To illustrate the time evolution of the probability function $p_{\ivec, \jvec}^{n} = u_{\ivec, \jvec}^{n*} u_{\ivec, \jvec}^{n}$, +we created colormap plots at time steps $t = [0, 0.001, 0.002]$. Since we are working +with complex numbers, we included separate plots for each time step of Re$(u_{\ivec, \jvec})$ +and Im$(u_{\ivec, \jvec})$. +% We observed something... + +In addition, we determined the normalized particle detection probability $p(y \ | \ x=0.8, t=0.002)$, +for single-, double- and triple-slit. +% We observed something here as well... \end{document} diff --git a/latex/sections/methods.tex b/latex/sections/methods.tex index ccac132..7b81da4 100644 --- a/latex/sections/methods.tex +++ b/latex/sections/methods.tex @@ -85,9 +85,35 @@ can be found in Appendix \ref{ap:crank_nicolson}. \subsection{The double-slit experiment}\label{ssec:double_slit} % Thomas Young first performed the double-slit experiment in 1801 to demonstrate the principle of interference of light \cite{britannica:2023:young}, while postulating -light as waves rather than particles. The double-slit experiment gives a diffraction -pattern, where constructive interference of light result in bright spots, and destructive -interference result in dark spots. +light as waves rather than particles. The double-slit experiment result in a diffraction +pattern on a detector screen, where constructive interference of light result in +bright spots, and destructive interference result in dark spots as showed in Figure +\ref{fig:youngs_double_slit}. +\begin{figure} + \centering + \includegraphics[width=\linewidth]{images/youngs_double_slit.pdf} + \caption{The setup of Thomas Young's double slit experiment, where $S_{0}$ denotes + the light source, $S_{1}$ and $S_{2}$ denotes the slits in the wall.} + \label{fig:youngs_double_slit} +\end{figure} + +After the wave passes through the two slits, the pattern observed is determined by +the path difference determined by +\begin{align*} + \delta = d \sin (\theta) = m \lambda \ , +\end{align*} +where $\lambda$ is the wavelength and $m$ is called the order number. $d$ is the +distance between the center of the two slits, assuming that the distance between +the wall and the detector screen $L >> \delta$ \cite[p. 6]{mit:2004:physics}. In +this case, we observe constructive interference when +\begin{align*} + \delta = m \lambda && m = 0, \pm 1, \pm 2 \dots \ , +\end{align*} +and destructive interference when +\begin{align*} + \delta = (m + \frac{1}{2}) \lambda && m = 0, \pm 1, \pm 2 \dots \ , +\end{align*} + % Something about Heisenberg uncertainty principle \subsection{Implementation}\label{ssec:implementation} % From 3621997f3718f16540830338b221db7ab209b143 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Fri, 22 Dec 2023 13:21:42 +0100 Subject: [PATCH 6/6] Add alternative script for colormap, removing grid and adding colorbar to plots. --- python_scripts/colormap_alt.py | 38 ++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 python_scripts/colormap_alt.py diff --git a/python_scripts/colormap_alt.py b/python_scripts/colormap_alt.py new file mode 100644 index 0000000..1496a37 --- /dev/null +++ b/python_scripts/colormap_alt.py @@ -0,0 +1,38 @@ +import numpy as np +import matplotlib.pyplot as plt +import ast +import seaborn as sns + +sns.set_theme() +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) + +def plot(): + with open("data/color_map.txt") as f: + lines = f.readlines() + size = int(lines[0]) + for i, line in enumerate(lines[1:]): + fig, ax = plt.subplots() + arr = line.strip().split("\t") + arr = np.asarray(list(map(lambda x: ((a := complex(*ast.literal_eval(x)))*a.conjugate()).real, arr))) + + arr = arr.reshape(size,size) + + color_map = ax.imshow(arr.T, interpolation="nearest", cmap=sns.color_palette("mako", as_cmap=True)) + fig.colorbar(color_map, ax=ax) + plt.grid(False) + plt.savefig(f"latex/images/color_map_{i}.pdf") + plt.close(fig) + + +if __name__ == "__main__": + plot() \ No newline at end of file

Mb{F*AchbajJUsIRhZo3fm5hO4oxMde7_>Cj;8U087Bh^iDB5fPl{ z{C*&#IHfw`V4n<7tyl3O#%)%l2ZZ4;>t)ED7pscBj&+n)zV;@3)xgBYbZ~T(vP2a@ zNNh3GJ7mFOYJ&)?F?6%_wb0D(4E*e_B&}pGtx&sRR{z{AZ2N`$VI%~ZJ*fYXL&i+>u3qf%F2V(G7DTBE{L*nS@tc|OnQ-g z<(+cho1N_MaueELj2LCV+_uoDn3~dL3Mr>(fBnjBl1|o_G|yQ3v+-w3h1drXg-WGA z6dN5+b_xLXKi~whI9o?c;~b8tP_PYo{;>_p%RI_?zUhJmj<}21l4Z$qUHNpwR>*GR zEKT;$#2*70Ue+@(Eyw1JT1`$gS8)?0l>2`WD zPNN?vBNmG^K_zF=re?Dc~xJESz ztRujtVWFF-RbR;eNl+ZS@fM6(Cg1-J|4ajwVwW`pW(3-y`` z>t8v`8Pq4XyuPBEbC6=ci`ay zhr2SloyM8Q3+g*GOh|)-I%dS1+2Opl+hzkpLu%@uR~J_a-=f%9p@+x&^+v&#Sg)&p zloz)%OJ^J%5M%;kZYwXAS=&{U2rrB}6oRYWf9~kllsdH*aS!1a^-8=?_f*oIk}D1r z`#f)b(60PL+x;Vg4ca>_C2;Qt@~A?aSI1V3#uLBWdX@Xn&6!gC!zGJ&K-;^0hl6TZ zB76wjxWAWmSN~DqXyo)o+fPqTS=rcKLt0LF1B!3MpXW`B-~T^w%7o9QrN zG;z_jgeKu;Y@DP(bhX-D92VBw0*`nf`pG2@I{`rEMF8&|u|^I?fQ~08x{i(xQ1>BW z8T}fXM=6T7J0kHH^7`~r5Gd!UP_(2m0E1VSmcU?L^0#jZNuf-Pj3pOSancrKZ-;90 zDD{WrTQYZVb94Qu>dBX8ad&+e;5sIzyi6Ky_U`Sc;lvU8gz^hLcZ6IP7B%1!pkW?} zejzkOe?9i zYiwLG_tsw8|Dp?l^D5CPVjxU@0s`bVB<1O-c34Z-B?)@*1Mb9#@Nkk%5}n?+cDAM- zHXOX4v*rx%cvWqFG&c(h3U1YoQ>ABUT-BKVDXHzF77xfxOe7@F`JyTobJAEu(SToA z84E>KGcb^xHa78eb2A61_D!UA z%LV9?QM>34LiCs%TZpb;ivc~OnC~N5O0m{B<&BG=2ez5N-^(2hPPH86QWyNw-$EjI zp2GXuFDzcYPnWFxW#nuOZMisxB2DDKw(9~jF21*0;vTsR?(bqyh`By;_1^9FnLaFK zzFZ$q>Cra2rXpOwFJe&ZN7ZpT-gIX(D9=cGP8w-?-3zgpQt}B0ZJP1Y2he8I`yunZ zParU4l)&uXX25AlnI=~X5uik@Ek@CDh!u(Jr*;;Iv?vhshz@;39hPqF_HfjK7{> ziV;<8a5t``n?+it)Z&Sb-K2Ua^oQ@&=~#@gUGzqf@D(c3l}Seu1K%7mwm{PZg*oI3 zkBw?z(ihd{(-+@v%rkT|#+QY>yLy0LOu!3w zg3g}sPgE?(z&PA2Uh&UmlRKKWwdV2cfN9c1vcg0}lYC*-I4Qr4k0ndsn_5~DmmT5cgmZZSrh zV0rqCA7O=dUu!mV_Fe}=Uk9|b-Tvv1xtEltW}v>8v3N@rp!uVp*{pVCoEfm0O!oH6 zK}~3Air!0fUS57%Ur&yRki}QfS>CqeQXu<#lb?VhU%O`@d{%d*0czkAK)Zx`1xchc_ zv2YN4t9RO!;U}ly*4DP$()3;nIms-+?3l23fw=q9)~!a@tKSTtiM@b;$Ic)H#&>Ts zeQst5x~5}yj=l5SU6=2+=Qp&vKfS~Gh1UM68c_)d%ZqHvZHoyMJ(mu z-R+ig5B%g1^tij^{B=QeGsQ15w){a7b5bWGWp=EfBba#IFeSGwV$_Q=93ko2LA=@b z;0(CS5q7)st*~m7sXMwx%$U*G7^?F`ol$>*O8kxqTLQ7MrD+mQEIW=LJo6CQ5R-O4 za&3HkEqzFnZ)87_V#m|@DxQYgZYy1vizj8Wpo>chxKg%F-jEwS=28Q1u^&C zH>@-gr$Xlxu1*Z0Ebj>Gg{jT!USSigBn44qZBu^t_B`e|@$gz{Ms6J!fD0qy;vS3j z5UoeZeKS65Hk1ljdr`r8S(LmNKyY30uv`qI$2}A}8mt<(+D!6C@Z$$o?~isQ+sN>5 zcCZx!bWze@wM0Y+^_Vun&zviTYz-LB2#>ML-a?eJ5AxzoMyIjLlP>5L3$1Y{3Ck|) z<)N(;p%?hp8eu&2GscX_-}!aD);40-gnid*-U{#xO&X9<3VuVlJnZL%QpoLy>Z%+q zySzcF9{47OM)-Mz1gYqCWpptowUt64CY5D7d+Rb#kmvdIs9TnxSEJvsqxEw%aBu5u z<^Eawe~Mk#GIqzZv9rG@V7V90yNv_fsUnv&kdnu&>b&>u>*E<3`T{0McTLQ2%f(9vDKfjvybe#hMj_&pKy!9H`N>@iq zl=siwAuzInn~kSsP1LqZ9542no%Y+H8xy3J1ROu{2t~V9U$U=GO8gqnCt;#Zq(#rP z9qL+qJcFLp!h{_;(6u`P|NDX18P|B@wMsKMoll%Y{`c#xURCGkVP6{XPO`wKSG>HkFT#^W(81 zW+lH!>*sX6@B^k}m-|W_e`=?AI8P`J7sE z$(;&_B_Wn8{{o?Xg%6E* z*^_k5JdOUYoFHeUA}QoUD_dk6%|l@$SWUSqSk3-L<`fyYMTEf4^_L(m#ZknD;oks5 z^`sKUsx0SX)7rE&Uq`6%H~|6^=@+h5DmqxZ+y1Yt9q|ey&J_Xhl!dnwr}i5=oUKIG z+uHz@7y-GCl{%atkMkJ=`dDt#OKa6|9mT3Y49CCNa+`)T1gg)E^}0EdxRIBUUP5ew z8_V-9B`ShizF@L~SEn}hoFB>RUk=YIGnwq5o0}TnC?V+mILMLozY)$CrIZvbViA7W zXUt_%rD>`UqNw1U?k?e@Yhm%w)22eqY%Y)A9*|9Ob4{d5Y_K;kU7!0s%#_|Z==+Ut z-PZH+Jp?>eh6Ao^q|AHr|9NtEl*ZQ{p1z<%;-A3#)DE{L6)rma@KHTKxn4%!H;p*V zW7TBoDsn|~_lW*e8=8;RK<=Sh07eEbK0cg_vgT$YFxJXqe!f^7y(B@-7w{5CA@yTHFRY+AMwL4@ z<@txi6EB3M2iB=0;5Y_R@<7i#n(jWD3rH|U7m@g|llRk5#1pd#qj~+Acr$rHKarhg zW{RJ!WwFEU80S}ZZb4pxfs1PkqM3)dKjs|L>Ko9JRp9-iJo`y3wU>8CVBeE{8yl!g zf~XKX=;lvzj+W?hL?Om0&IZJkB#R?*U$KicBPC;5O^V^8+h(E7idAAEg~0W4|0bIN-qJ|$i_4>U}*E?&`_jvMfVh zUWPJ4qJP4%EIu$Srx-8PLOJJ8_H#p@CqI8ZrQJQ>yhqmzMy!tcMts{V|1oO_rl>p^ z)D6r^(vEm~2)T%Tb)K0b3(nM;C)=BUDG+FnJGz!uMFrljLsJn~hi)o-)rb(hB|hk^ zZy&mE&(ZM^70S85y3_P#p!QY_^EIy>htd@)5fvUDvNp7a?h5dTSa*(BM$gD^hoYW2 zTmvjL4n-pkoJ!i=oH8&udBwV6O}K~dqT$D0Nt0Qc%7csJy1sdh7(M=dX;lS!;(^)j zr){ZoYEe6mKx5z@jkKB`fjp^d#JyP=HV96vu@yN)P1$q$VP`tYWDNE z*V7`jvaP&wRs`_I-97ovinV!O^;{?~A7~18T<;fAKVO6e-Y=7{+>X8d-&}D~x-+j* zrD(}HoE#YVgg*~8$E4@)68oFsO$%mjCnfT&M6YD3BzW@%nC>^$*MY{`U>O=kFCTGl zgGVG(!yp!QCf?1n4GUHHAktq9{_~#hOvJwei;klSKTn&qLr>LQ!WMRRVNXx?`!oi_k6_0o`Ju~CXyz`4g1NYo)E&KuGDvLu1 zS&WQN0&3krD&waYm{GBcEQ9R89sa)hWOtWPuz<2Usj8$zy*L^d0|OgVLq_&fS&hVm z2-<8dB_dxrwG{aT6^A?E>|w16dYT*r-b@xiZDC#A$5=AbbILAEj&GW_ZhNGU@k4?6 z%4+dgS~5@=kh~Zq2A39f!7#Vn3W0JS5bnt3fJV{$9x7}!D&ArdNT@xtWpV{UF)?D0 zk)?o$MWEnrYgv_QsvL37eJ@Ka0qNW&RtPQ(wbQxp>WxZJL`x(lCLTgI_7JPL`f0FI zke*IOM3j=6+3zOLEFT6Vp0CX6^rk{9>AUKi`RCXd*b7-O+OS z2zu(Fu6=8MVc`h3^F$~g40Qm=hufl&AzLaSn8>3Qd8~c=4krxp#Cr_3if?%m3(N){ z?Y?V=tTn9pf&qOSqg9I4j^4S=*!l3*Bf`9Ulpo8T7g#`BZfQar`}218PU|Yk8oSa2 z1`g^gUqhdh{;eBT{9Rct8kYpy&9Ejx!wV75jpPM;6SEcs1>g&A`b%$4hoJN1P1qKQ zw$g2EZAvbGFYHqTC$IP>&@yWSGkRg8Qa-%|x3V+#9d2Dh2kvY7e(Q!cW5u%>i^qCy ztw(z<1lnPZUywL?;n8*(O;x!zC5=u6*-8?_-cxxEVYO8q=g(H}$ayvb?uo;q60XUL zG0JGVK!dHFPp37e6nsA)GM;yebWQ+9PXCBNdCwRuc%vg{s7%%7 z6~xVZG=&Z>et4&MJnHmx`8!s*CPhR?xhj03kicXF=S`!iH$P{{TSMFo@=Po%j$2P) zodLEN$;(1(H5$V_0PO!`kG8GMuT0$vYQ;-ghS@Qba$mI<6l!x;S2T?5@MMD%2Sv@3OOx?r8XOv@k0sbmC{4cND;J zr6_I!dcytxJ_*bFa}eu#z)SZ6zkc4z%!GXWJTUUo-e?Ji)P-w|5axPopXDsB8!Eg@ zs;Jlp0x!C{x_WzQgUIt3FT)Y+wd2jPD{SoT2ga`w6FGtycBM(zyPV?&0gMp-H^KZA-I0fCe>HZ(-13~&8i8dui>5D+P; z4@Lyq717hOvK6s03ILLkp9V#bWMZxm1n(4K`{8gDvrYiAG)8**>b4($ZkwTvWsT*( zSm69iqF?5}ib=b=weA+fOv;c?mqI-KE{2<1f>iGV@4wBz~r2i$~*yiCZX6#%>vl?{H( z(m7`saARU)i;kZ`2*}BSU!9*#Sb1w&I5;_dvbGjneUkqKx&b<8Id4Kjd%$3Kd%Ie} z17$fm;RQ^*is8RQvjN_awAu*;xh!3E`NxI;hr1(t)-}c}0ue;bL zno)Pl`d)Wnf2=zuK_wvvVm*X;Wr%J`9Qot3dgDIEH%4KP=d~!{^yg|XB?uuEiK_fM z+S&O^c;LU|gx%t1xxCHaJpy38XL38e%Jvdls9JTwukY%l$rmrZ`$E5Np6H(iwS|{` zA%yp{bc#F*a9(*^%u(h+^=TU|w?|dt5eaK!L32pu)+xeS3HozmKI|A6k?+w)6+HGu z*(~EZJ^f8=+=B1+6+!-*LJPKpkd9Bmf8O;rn+elHWT&yp1+Ou{=jIJf-M{W1t=V_w zENlRPDq|_PO+LRFZ{R(a4 z6>=h@UW*`YHVzWi*mU|*CprGTq}jixPx?V@L;So;{DM6UAA8UXK9VM=aZ{BJg&Yvl zcUVUUD&aJd5Z#sC{;A_all1!?oT+1%?>}rs8o3FML>t7AcbNMSRBN|bVj7MJMoysS z4`wtq;gJx3HAt2y#gOXky2gFv5b$q8dl#bs85#NA-_4S`!Y&TOf-YcD0F)B;Rg{}v zYK0h;)o|+oc zoSI(^RMOz1OXDVJFRwj76(v?O-D5V2<7$Xn8zB`!JhWIaLj!~Egm^An1bskr4=pwU zp3Uw0OO4c7Be#k9{(jkx31c<<*a!Wt^#Fh!x%doM^RvT*$W~NU_1s28%A}=f;^1U^ zk?s#q0D9MYAbG(}%CywXrkU>628)kRY{n)9=}~%k1PBu-eOh8f)T1UQMr9*rrY#QW zYl5Q#Yt{!E*x6b1BP}nVj5kZ``9$L2j~{x!ch-k`20maA6A=N$L?$I1_nT(PNl64{ z@}pzJ2S*1F!p1hmA9@>;p{x!%Q!8TajF5a`-yTSP{5R;=UJef43yO|amy7*7UkSxT z`rp4sVf>5A-uPhO{N~pX$lqTI5H#svC_h}t&Y+fhF}SQy{Z$N7iK~x^gj^xYJJh%i z_YF_SmB-uTtAwWdn`49MMpPP~Bjz0kas?mn4WAbvz~$1xb< zXyAP_GktU7^|T#7i|+X|Flby?iTF&B9UTs^(3r)?4t3luEFomuF`$%-}HTLBEbvzsa45(vRe&$hKN} zw#h5FFU*xU%bbpS&!0^Mqpr@7T=3(zVC-mr<~>s4;s%SWGBHBbwO7j`Z6)K$bF1Fm zgjds|+uA9P@($IA*5FM}=KZE*0?jsv6;U`+(0K5 z$I9Z1p@j{97L@&P#oK}w?22no0N!AQMd_G9I+!wb1g1yG@s5+p#kod6M|F;o1l7>m zuxcxjqh|V0VX8H;DyqaC1h!j+N#R-c4&RGmbpD@4KAo}WD%7oBUMGUxu*J})51hQ+ zVyUjMNhOZ@Vo}W72m>QBgbVLYo_<(~nTd@K8y+Z5s@l+NXRICZgXN|}9!3hpM~2vTcXtC? zz*`fiiJydeq>+0B&xmeLpgrO-(GNU=Lku+C?BJWv8CM*v2gX7f-+rKHC9mGUr`qFs zQX@FAeOigZdP$)dukRHAEwA*VKK@#=e6}8)tXElXcfcTnES8RF4B(D!KVR6}AAQl$ z%jJ9bZg60LT`2oKmBVmWnzlW~^M}cQVg0>t!VG>oIyfk*jD+}zKW$1X)Ks^(>xvth z4N#NDZAVO&m8`Fu0P2mB`RQrE^_-laf3_nYh%tzCgDoCM@1=+ZR7?j1AOfaIz#}qD zm)+k_zuF9_nCuu{0=JlA5QyNGW{!r0(JpBcN`p z{d<#p9@k zkb;4+w}B5v^cD}OqgH z#bLHU6)ipX7dsh*uTliyHf7K7DNLh%0JcPdbOa#&+6%ztQDX6%4xK-L3obDC0FLZ2 z9=KMt*>8%`>b~ee^k%9N0c=!W<$)dzrSufq_{fh~Okwdt$9);@YP8wIv08TZn##u<3_6d@?rzRP z>uWCOTyvyPQYwf+MwV7+l%Li}^d0p&Z}}=({g0$4c`KsO|6Ysue(Q6+5b#HKIqsbX ze}j%wF1ub28f2KpS1U($H(;?wYoD>f<-f2r=!geHe9T429-*%`vYSLH|HRDmF9!1HR0t>--C*1 zXyENQ!4K!o|0aRSlZv{v;tze@w^MO0N+3Ecr5T?AWgQCm%Y zeVm*|vVhEWK4miY58^Kz=Rrm^;@Iq%f%l`>?}t7F z>@zCKcw>8_;mPhxZgAUE@dMYpRXzOn_V)PL0ngUm-CkQ81%cRXc4_Gb7B@ZkE|aVc z>ZXpMS$ou;#1tnx1&1qOiv2NS6?)ah0z@azl$MlC3Tpb5N=@268ClEAu-qs{`k>~I zRL>qV0Qtt>g_!s_IlumnGKRDL6<9JlJlY!oRJ;tdv4hKb4wmTHAI-~^TKG4%<{ zk&!7~Ggh6SSF3AGS|Kr)%BihAH!0dkPELM!@SV&90#<7N#Uz15_h;kStk;-nX}>vY zS>iwbo8mGxtqWuTRp}WKO4vJNEYB|WcOG1RIE1Mf*;pz99NL(`1os@%=<-FVA&-BLcolJM%TX~+9SYDmY+jMVV>R+ zj?vIN516fy(>tQcOCsFsq2O$Lhy~}c*D4n#1nmoR=Dlb)%uSYCsM2g7*koIL<2ZRy zocs^YALt<-8=xbXlz5QTYcEProTh4u>>RWmnC_)IRz^XihdGB%bn7g}W&Qr=-q&yA zpsGm2&6^$%WMF)qSEwD428IHW4$CdhcX_R|;$ekl<%Gj-g5Fy&W88rIH1y1SfLH<0 z0wqxUtc(e8dUkq@7HmVH-;IsS(tB(;?>EXBIeA%eULo>M;ZKJ^!&&p?0xk+S+QUwO zNh#~3G3BP*!^XshTeyB<*Tbgc=I*fLs7wHy(_jh)vu0)=UTsn(2%D8r#X;Hq#lX_- zX23|kj0;)r$%IeuF=din1Yd)>As!UKYLN#5vCc!a1fR197;Ax0w*TgJCgmqUPb}qL z-iP~j+76R3F){u7_irwGD2a3JJH9iSy@dr%AsVA(XHi=G3fJpwI&f`o!lUsMo^VUl znE;utuI|ri`iDC-GYbpdxsm*TD#aA$3yi@U0QFAK_nzwmJu^3MSSe4uuHNUzKYyY~ zwWqFnyy3%unEcVqWh01v@W!_z8EP$FfB1l{*vxka32H z31fhz0Y3{N=&2(sFPl6s8j1+(g{^{%%9xLD%pew%`GVkDDMBmboNO=~Y~qUROFL(KV9 z#3&~7{yyAO*3{V7 zC+4g__~?jV{EcP9L`#^n9uTMgxyhN)9?kMOnFk0}!9yp_2!WKW`}1AU-xH(bvpm>I zqAgCGglJtlNmkH zXL&yJ=r=Sj@!ZH*E@Of_xfi1kKZT~^`bUGp>|(BCz$(_T-MwltA|LHep|Y{pzB!rM zcTaqWWqh>KTqO@F&*|DaX+(`SW`Q4{T)o`nHJ7ws2(9nw=^>eFpmcKb6sH{zI~yCJ z?KJ=)(;F|^c57o{8g#qa{8vE6Wc-Ko`Hwy*rKv(E(+~;N*H2$kW@*y#gufw;A7Pa* zAS^t)xR{ikoR^^+6k~{|AdJrDZr;wh(!UR@U z-x7tcsK^W;dO(i{Li+Bmb|No-ndRtb&P-Zw4R%dMP=-bkvrE#kvyHQ{x0%-mR^Epm zT!)noA}u|2F)l88z2+ME3m1n6pq3&RD(S&IHB}2Rdh*fMcf;$^(L=4eUF(W?&cLyD zc6JU7EYQY;=L!o8C*gqhjY$7Yb8<7%HF2g;eazrU}irw7DLB{WJb zy1i@24F2&FzvpPV&+fmaweqmW-5KbE%gLLdN3m%V_-BAM*DrN%UghsoKqxdR*zN-u z-8+xy2CQgmZOzHMpmIb>v`h59{z;5HK!zGzKyU>cPcB(yi(FwRlW|71;- zxWywVy+m_8_nLQikU?hPDy-%<4$n_xcc+cYd0zT3ux%!Mr>+Y|HA7!L))3GOQ%6N0 z`=w>`@HgweWDtgvE>>4SHn1wmy5I=+0KPX>BHI&#w4dj^`-ju^%i@c=`k)LpIFbNd zfd6fj4)oW)vpr9_We(+YCVZtwY;KlUWblE|UWX(rTgrXv*vpV#Qstc>l%Bo&{bT{Me+}XL z$H9yJ#zj^60U8bM^WPezvISLHt6_<-LS~j#jz9sOG+lcKS@2ly`p5%LlYJ)>n_T>x zs#p-KP6_Z!CU_mxmy63^!R*AZNU#Drv4;|={<(Sfj9_1ikuRM$_WlDhUv;!-iWO^Z z2JSzm6Hir*jAZq6b>L95b2g~P&!0F8l)TPLrQmd*P*+myX)P* z|MPxvE!RQ?&wcMb*UVfqn;Y1;VMcQwi}FG?++Hg=g`x@|nzZ&64U*yY2q))+D72 zCLfj^;=h%t04H7iyDK`hIbBr6m*7y*t*xP<`{heQLc$8pWQdB&ILPY@4jFj4 z7YhgC^55cE=w&&1c|Rg$v4g;+PblxUUh=hrIxl&zSE{55)_b8qkYp~*h@53+F4)?d zg2O|1cau&|PQtt#vrU1+&|WBkG&U(IB`Gn@+MI6wNYnm7&QqONRtKa3;^RkCe^XLo zFJWdZ?v2`r%}C?*3tcod=Q2&&EE+~*WP>9k z!~_IZv*leN(3qF^bNx@Cid0T{^Sb?8jHr56EC2mhh=3+@A};-0;S|%b7bih*yNG*H z^SwzoJpE?hDE+40+iUAAc^vw*BJ2I7G!MtY8ST;@Q{<4Gkkl@GO-=e)i%ePNkGeF{ zP^u*C=+xrB>25^T2jOTIPQ zs4!4R$ZlK8TZ|yD;l8NkazI88u3k2f@ZfX$m%QD+)UMMTX^NbS)28!n%Sx=OBCI7{ z%Ozjzj)+S()dhPb467Nf&rg`*TL>#m#fvw z)THyaU}t9EcYBnb+RHTa2YV`Jg9r6mf8Ad`dyn?3ciV5WC^)*b zaFvjVt3Nu{zr6VPY#J*2>@HPcwZ|jI{BUzMz4vl{ng>q#Zg)6wj_(kLW{`xuR5;j)PVutgfgQ!nATxX#PFi+p_B6m<7Jr+={x zoK+clQye^c@A$v28ignu@3V1S^dXFJoZc08!7~r|I**-1cRH+FMr5_?2rh=}Mwz`z zUNlsH5xvdYZn@vo^SHzmdl=lts$LE-{(x&VE|fkdRJ_=!x@~K;n;biPM5G(0X|&5@ zohyf3PC-g$Ze`Y|P6QH;Oiec7lRTipB6{L047=FEFI$aRE+G;ZJB)z?D!bb{s;8-%eCbKX|Bx33l}cepf^kv+Ub zrw9K1eJ)+b*0xbUhA2yrNObgxje*g}=cX3AqA0udwveX8RVkc~#9hkh%g0CG{{Dg@ z77a~{&ju3a^73~Z8w6h<31x+y;yUAm=$@N$JadKeAt5v!>-xJX`}gC&Em~u=<1n3a zoC&L%MaOqMIh?s&nAl74-pk-@*uT^VyA;H)qZ3M54i9#S-SpOxJX6DNgMr_eiiZ|o z73Xh`V`dfi_(rFbr;ekxwxof<*yw168E@%UlEyvd0S7NHbu{A#CDx05)@Jcu@Pa!# zhqd0HmKThTp&M-T57op6!MM4~0|En43^g%hX{X390Q-sbiJmqGtT~;T+KccT?Rs%I zOH1<@e=1ELEVcC39NRsj92`;ug^kY6m#gHR{wXjmN5^T-3pdQ4&Ow2slyV;>_*O`zm{ z{>(jpB*5dkKF#55yLKmlUOI5P#Cm_7;Fd)hH*|l!uz96$4_%v9gs!Zuy%9Vd&ynY| zSpdGzam)AlSk{AI#z z45$W{Ai&kj0odf;OV%#y-}GC^!=-dL+&1gJcRl_sG?uv&?MuA)K7H;Ii=Ep}+gpQKhFm0UVX zlTP?X7F)FtCr`XJ6k`1fVP#XXtD`MX-@-ub!k#`^+!rRr4~3$?c%%%2 zA@dHvFEt^angA9}^}ttCU>fh34K3PI=VTy5YtTI|=eMT2+=D%L$*;M2mX!`(>=XyW z7PBD-R(sw`xtCif09lL#=$=e+TsWq{D7iVRs9%jsCG#dF?C3g<{1z3>-6E=n+y&gY zGUBc$M@FiC{_HCtCdJ#guS7d`lz+bCHl>85@hcxNSVa(N3pt|5PXjTkwi%R73ck$A zNlC^64l5htPrYkv!5Q!FH@JCRp?TlZk__E-Hp?4-UdNnQ7Tw-%|d*+*{rd9>I%p0L`Hvxyvkfz4U{wpVX(3@qL^6BJ_^r>|0=IWoa(9r#& zqW#-jK}M)!)-xh0j1C?lt+@Dj0CW`sCg#{9gHg6X&;@cM^BKn6yilJMf4nhD_SD!I zY>*iVdY15s=}+(&YWLW@rnAs$;7lY(6$WN z{34jmN?GG8XiZg>Z5m9?DpnukZQ-X4o_Fs!)!jm2S_r*WRaM^&Ecz^ax$3@4&0k(& zD=G|ES3BieTte9w&+>x2o`IJSyhRQU8?mvIK1<`}Oo`eWY7bY&78h>sbC7i^;T9<- zY1u7Sn!Exk8FAIEO18-{Hjf=juKc<`WO*3_r_`|G0?x??Hno{rW}C z>V1R~r5IEe{I6qDzZAL98-i1HDsez%0i9;4zYAvnZ{R_po44f)I=J%G-+j8MOD9d3 zi^STYh9sxdnz!2u(2>S*^6jmMOWIB9}&5IH8ac4$oMxkln}QSp132R{H&?y&tou-5Yfm6^_mt{f+(ol=k+uI)S-5s#noJ(m7I4 z?EwHnrXCCM5Rjy0(?eh-bjX3^QsEl?AYodxSG4K2U95+ys&a9NpR~{HcD9O(F%2ZT zsn&+Ly%#J{_rEf)`tygAn_G(w8t#DFgE=!h3sc?lgB|T&xw8%p4};F6uciZ^$SI-} z!mhy9T5-K5{*G4hlHH`@+uF3WrN+kl+S;GP;c0zAvzOIu-SF6|A6Vbzf4X2|VqRQ? z;n9e-n3-#+eb!}FC%A7qha3JrWycmS;JS{Vx-t`&vrPoP)Wk$Y(mfp}xC$9`RYfsR zPuU^oL(f{*xWbf5Es-sp)W|J4sQ}?dx@vuNrW zWNPW?UF<tXp&q381R|?W zGHGdZFD|*3E&pkhKjdD+JMUg|^27%1R#sPM3AWn3Ywtg`kayIQb8u5r1J`=Kg(DOtt`7zB}(gy*7P|-f@VR^=I4J| zuCA_>9>)^@#SlnKOGvcM+qQU~ZhTAuB_&-oK!*X5>~5bvjcyLahXe<|e1Uc&8zw?==hlGRxm#58AV`6%GL^O$)L!GdwsP3OncFRYYAULA-DvWQb zx4$271xSC_xmj5c7QZid#exk@5NiptZoywI2Z8K^-+-KjgFMC5)3Y-_eP?HuOhm;@ z@syF?ULOt@8+m!maNsEYL=)4;2Zb+y8VAsT>q1uGxZaH&6SOVa?(6G&dg>s|`S$I` z{mmJO%Vdzithq=+^(>$0=>)TJ)q_3dbaXvrC^aAz`;?R8LIeM^>x->MhiLhtHk zpChs&3)76P;IXUB2vCr^tkz!b;I&ks=02i9hBW!*)~>Yr;a8{1)!lG<6iO4X6j)QS z!qg2z)-@b8_kYA$i{Q@hUYTIc9ac?xQN`RT7niNuA;OX#jlsSew3&j;-7IopW#BqPEE-lP`lIkQ*A(n*Fhwvob*B0*C&P$|w?QI6 z8@x+;(c^<*-)y`@C+?IK>v}QbvwrM0$6J}sR%>~B@qb+eaX@~%CD@f;6 z=5Mjr`5t|6wV0TM6&eyE|2rBgCqF<(NB0vAzOQvi)~rSc1uX!AeF3 z;8Oxpa$M()W-+W}XfS3H4!4)LB2>TJ;i~H9B;9yVy|a@D!W!>4zkur!=|xWu?er8p ziyS^~T6)FDz;)5v%b?GDtLOoc^}>R1Eqcb=cxLcmI9I zHZQW?2ngsDTMrUnforiF4x3%+J4mhd~Ff@2ax0k8*OPvV2O4YbC&{*yMh-cH7?GetYXiw!($L zZv%=`VFd+90b&<$C_nCB6sq{xSd{0_ZRe|pdU~FJiU+9-f=jYYc)$t{=*c25NU5MQ9r&nZvaZkkk@+T-g@9s_$ za74XmPuJDe<>chlKgh_S0=YrL(`{|kVq%n~LFd?RGgvK?l=RSs8Op0~BCj^O5=cAi z(_kZL5YO&bxLcwi%StoHg?%q7krWLwf^_MQ85=V6New~{>wuF8+y3hwpL+%kIf04L zLdXsDEu^^KO4aLqq@5kjTl#r7<;;B(F?OjHnp8=|i}?klGd~YN*#Uve%G&y4swy!G zN5i75T_^kdEOz{CY!ZKZUz3q-*=L+j+3PGiC+P6-bHtRgpi1)cRgJ~TezeP1qJWlG zMO6BOFrkx)$w}sTM%$%d!~HQ;RnA-rn;40Z3hee|{oTo~F8{W+Kk%5)-)pBqK_9u8 zyCkd?jI^yRc)3;oZ7Hc*x)w%Xx&Yd@mI8t;xNh`wExe3PQVE>gh|a*HaC(Lr7${qd zeOV8*oFbp~HN)tF!o6OjYO_1mVxfL(Gc%-a@SI;=;o6y+B}r~=kwB4InVAZzoa~cO zWA^P^Q2;8_-yI)!pvX^R(=IM38XoL5x3bFBS-nkg8(Jkv`^5}Z8RsZ)b>e55$F+uOHqeKLxRiX^3^9331+A8W}o!UDZ6E7DP(hzJOL%Eux= z(z4#u?X>s9p5A)l^|eb3)}z0EgxDj$_-nM#z#nbi*Bz9Hb5)r4Aumv1-#}sKfvvX? z4Gr>0*RLNgD~Ia3t|(lUpcLWmu%YE{@rVlD1~GZPuC(cL4zv+dx^6@vKgZFowWE%u z_qZF-dmNviZ^+4!E<8G4#GzhMJ){U_-0{+#P}UUirbY7&fkQ z4b2yAbGx%f0$*Q3U;hSUk>#{e_)z`|IW3^PVK0w}C7&B-y* zCk?vU6%o1r6)eyAnVr4j3pk(#AsU`K`2N@`oFF)bqD8*Ug0~|D=^t%pp6X|~kKr?y zCu6QEi>8`4<^%G~11UDn7hB9BM+@O#ZYU`>7cb>}wxpk2rTX1luq7`VW&A0OK zcxmKgi>=#kFCk&BsaY)hs;O9x)W|?hmtAm49pWga70jIznFE&E?Y$E=*Y_d&|IEho>`q+Pfa6|_oq3rR`=>VEW{SXOt77Xg^N3|c}gQ2 zE(~(@5q5!kIyR1u-%4{o#v(EIpqY zCE=52{Q}Or1Rscmg}6Y&tk}DEPG?&~rJe_tU+74F(^Opr&n;IzrM_r8^uq_V4-37$XqzFsI}J~cX8?o;z-WH3%cRx5y=I8! z;_2W-fL(n}n4?YU`91Y@ceM44h4&mCl;kG3N#*9QfXAE#=lVf^7mpF@{Z@p>|0#~E zsu-4+>={|AH6v@d>$n=vF4JuNeXHGlk8?_4FXIx>>#441W?Y<| zhl;hn163dZRrc-I4Xb<>R`Z1V-1_j$PeCt1VW?A1ut!u^7o8y%s0Iu=T$WG)yd0Up zKb6tr67Pt2f_g*5etuH4v?lszadEtDWICWNC_a|Xl@>;#A8xAjE8Xp9OKuFS- z7Q4q5cu;^@swyk9WOgqgtWl<6ur@&{sVt4e(-bmkM@LLfXPc687)+yx-?~4Nizmzm zR$2j!dH%xe>dHP}S(uCEkqF?uX!)EBduIr1rYA{XDj|o3QbK(Ii`PjkE}|FfxU{`d%6HWC-Kfl zn*udSf~|won}f%0e+hDsWw6Va4GDYsEZ1v2x(EJPvf9k@zRDN&M3v$$wdN&++z5DXXkB)p~Pe=Rd$t7gttR_MhFM#oAaff3x<(3>I@z0Me+NuZ~ai zDz%DRiFE)WM&o=;#7J1Yy{&~@u6Ek;|$%J(@zm!Efj<-0%LRt+dohvlM@F4 zW@PPg)x*SI+sZ-GgDC;Wi6!aRUgbu8)vvyw#DLqW^Gd+1x;59iBo-#ju4rq2vB|ep zRFoU(8$K{Q(n;uH(CM&X3Kq5kX14*8eh-sA_(oCio691$q7t?s@nDH1P&*5jLJ8Z3 ze!MPIJ52W=T>sNlEW}G!R$Z-oe3(?6Es z@{|gZ55e_;Rr#EN6FUP=tm}ffQMg5f0%B4C!1xbNSaW_Z`|AY7!NCET1`P}A8FZZw z*nfz{oHFLbo^D2fC1?4%n=d6b)wjc<`8lP(k2kwsGgjJv1>vBefmcA_qnyS4a7JZz z_S*$XH;b3(`FEZ8N*Nx)sk*+P6XFMq`ir_cvH7G#zgD%CZ>0;{4s2*>CdeXiDu62m!oHsjc&)(bT-D44|0&b{eP*ciPMrUj9@XcIr?^fWx0MdrMg9<8M?EGu) zr>`t$`d?NQ@Rkp>%BZSV|8RPa7q9IAztXHm@NR+IIZKZfld-f#BlaP}F&%y0HWLON zy(#R@EOKyYm=9jFQ0tXfol9ZNghOpFR%Q0y_Zb<0RnKk-3FF3PzIq7p@y*Z8(N#T6 znOG>BKyi43Ic>GlD4dEbx;f=kw6xa7 z#!e0n7*{`F$;q0u6cy8)RdN-RhC|3_An{SlQr%7StFm(6_4Tt1c6O!NnHiQvC04Gg zO2{e02Y;W8fqtfS!)PXE3rtKo?r}#u)Y5{_Xu^xm^keq73kyi3Z-um?@X~+GkICxj zG=0C3{>@wJQeIQT4w}=Ou1cRan{eCU_|X*u%mcWCms$kq5HNBc66<*=8}BA1k%9|A z?_pQnp-vkP^@G*eE-Sk278EdXz`%Iq^v;+`>BEQXHe4^Dsz^eL4Id}BC5mhtPrBvV zo6Z5czq!7KPfe+iG2dGEu<8Rk=lgwQVeRu%aOR8LY(xXaVWam&j8CQ+4GW>-=@HD&nf;d+7pY)QE!2BpGPbm}r8j5S zuJtj*CF7@>go^d*6?>lAEKa<3{z-g39q&O z4cpODqW@ggA_fg?a;08l#Zr!fJ&inZ{!hHnXiIcQ~lZLYs`es3bvxcx9 zzK(`hgXX2~SVL6JK>2R>UEa;0Zq{Yy!Jo=J6#{W#Dv?DX;X{q&B|TJ>sYAL8HPz$^ zzA!Ug1Z%qQmB@V(EG0w{eEu&d*El9#Ei61d#2+(ua{c1lu2J$l_gz=}k)X}n!k^Zg73&mhRpyfP6YWAU7lfv^Ts z$1~e52S+qVGsF{q`+ntJIR;Y!D^s!Y>doF^oK=uCF;UJlszgl)rPuW;@L=hB-I(B2 zCRrx#?e1DxTT_B=J5cy@Vt=^~p5FC;|7tC#OV)cL{9wzj+vJXpjvy}?Y+c-w=H=x* z9S4dzIXi=?Hk%7X)Y)-?l8~xtU7FY{z!`y?$xI)?3m+f9AcKp?=|k+}h>G|2=Yt6OzB^m% zSxks^lt-A?%|>r2efbbqSyJu4-%<+UmW~pQ2 z2R>rGlsDqbdiXX6vEB?+Qg5L8{yYW!O)jsHf(d#1FJunYfBpD(G_C!f5r zq3(aOXf$rHeo`+nIt`)oVh#U!@xFX&9BSm`3zJr;B!aH%i$J5(Zr`C|`O`;t=829Z z%(eIQ_mU@aR$(V3T_DYIv~s`vEv5gCJz;LC9XBj!&OR6C(pgGMx^Ctf1@~Ds&q=vy z7}i_U0cbv^ltU@B`S3;BFtsQfeFxG=I=1J!$8{_>{qngz_Hy0ishHROJ&oSu&C?^& zQvcKa`Szpy;QuIVw+}BF(Kz-#GsOasp3n}~tRDR72VL(U9wI12f^U9};jj3DVM3tvuWXbVg3N=HRmu%&bk-vF~stlAPw@k-tPlqOqCjzEy@fbD0Z<^2A7 zO&6ZEZyH}8T%K6cL%AAN3bPdxcp=OKg+^J?(3R0nifshh&5maw_$N%vw|e;slF4qfi$leV$FHuOko3Da zlKA`r`&ETt<}?Hw_dCHfGXOQz8zlE>y2lW+Zs#xQ(OSalsC68OyEo2L|K^MYWr-N=l3J!5NRaP@{3JsGCUD}!U`=v zKp<=^EU3}o7ohf;nDhgCSKm>M=FDAV8f-eO4CpMkw*mkD&E$4hFQxqfg8)$c;^ICx z4r{9KHt7u2NN3oTjnyez4`-XKfl5|K)atJcUR z8ae)=Utuee%*=)AdY-_43hZlWEh8hMcPzC4Ox5J( zZUGtR;j*U18bpi6#!5F7w>8=}-_UvG13$o$`;iFV)gP%qJD>FL6zpCEjaYxHz?IBE zz*K$W&BnyEtKM=O8y`=c7H&B@P)h+S0|1htCX}I)Lp5C2^99bozP^vYp1*3oD7IZ) z{&jhI84!SaAAQoW{BY<`tean2nx2pl*=MZ(l$Y*x3j`){^b9LICu8FcbpW`*yqWc7 zF4uDx&Pae+#Ky`>yLTSe-AXUI$d~)L>Np}?b%l^H*E`fUK0V9Z+x7UfMvI@5NBR_7 z>`~KfMLJ{1KAjsu-1|Eo+u2>1(kJ9L%;9wX@a?X+YoZVTZazr9s{8F&PntRbZc zkh^VKUC;M!(>yteo~Am!SfTTw2M%*nP9pU!EDqib~S7dm$HoCC=T%B=GVup1bqcb>)5Pg7z z#UV<*gwm`l8Gbah$lz-(uQ^7HtDk-DxIf9k6D)mW))eV;=Bpb;f3GN=R_nsHc6!rW zL(N*yozk@`p_2Ozm*$~4o_l@MC2nOZ?e zL@PXPm_BtMiIoI8pG4sh$-z@dBdYuY3w;=#rji?=Pl9gtPH*}HZeX-ckK!+Ip?wlU zgOG>w3LmI4vF6cNhru|X7!eh1`G!v0Pt2olg{wSa-04z=9^*%Y zF#P!8G!NwTjD2gZLGSbR?dI#v^apPj1F@^K}C0fHo7`o4C$MntuW=p zd^6f@1@@wc=H_n4WGOw@g6KhCr`cSVb!p+73iT9iq?r6TH684Z#G2qznNC`r;gLs2 zjl%{)SM@?d^}@~Gqmq$(kHbl(o5}J)vDnU*s5?a$i2c{~FUu_H;lDkPcE2J-B?b($ zO-=Kde(l}h+8jJb%8=3jlEhZJ&_K}kPIbnv{%w_>j*i;0V@ckcmzSHH+u13Ggk3`G znLnDuYKf+LyHq=TypvF6@MS|w1PXbBGdC|EUki9S()He0-fwP7ue~4pN4$Xj1$Dyt z+c(R)i(Czc+zlEUBRLZZ6%{#U<(=#6?05Y9QtgR3+R}(_*-cGS8~m(eo%Cyr2)pw& zSrYga72K+5{iO`0L17<(NQ!(Soq~qXs;jHJdg#GP#|y6k z9Qi7V8cpt$rA@K3_%{~N7=Te%o?R=+HqdiiQff=U=a)b27&+CSOoGx}V@t& z%q9x@+x8A2#q%t}wP%v{$~UR==+jFLsj+|dclYn|Y3yul{(wFgI^M^*=eRL2wI8O^ zD{qg9S}I%qQyFe2(wA!O{qFVsz91$%olrj6Z}t=VFqOax3p++mOT8Z~fxtgJJRD80 zB>H&04(6LHr4)WdZD$7uw~Z*-H21^0i9Dt4?d@~{$L_^N@@Xs_oHY%=YX#y`J`R6x zu5jM_%)$SKgjT!R<3?WZcKq?-&dA8#AWH=qy9My$A_@YZ9}7HW+00 zI>F3v^Y-=zS>KdHQffn;u#>9E49eB?L!R_k3ifpz`RV<4`6HHphO(QF?&8aq1%&Z^$u z*?C*bw`(s}BvPp7Z8b$kIjWun40rP*<+tCIpg|rq@$?oDy4Q5=(zi*WvJQx?a8bNu z&Zk)x`@IU_ZQFM-tfKz~)fdfA1{yw85c;`Pc`V!Vx4 zuXeq8-~971Ytd^^HSzeNcK!Bes}M z0gpE~-vFLBY5e6O?hC-ltEpK-oFuJTF>l`TznhZkd`)}k^PNR3eTP9-wkJN0$Ukhp zATSb!f@}pt6n4>Q`ulfgaWQX@IXLJe0}I0|G7_Tux}b09q>9-L>V17MK+b1y1PR$F zD-9h~#K$EiX_i-*l$D*-rakXaQQqLm&3>JTG~d73|M)0zI+PRL`xt}$8~nMXqI@fu`egpmMA8F8&ga7$D5jBA&a4>QNjsALeAc>)CR zaFDvYyB~ppkbq$0=qMdf@IQckQBh7V_}4E4bHI9#8_$6jh5PIkjsKiGz%ujrEC@NX zEzkRAK<{^Sw8Rj=QU9HKpk+wxdIgz^yOqoZ$LhI+Uc)!+%|L(uoV+|ge*oXW7SzG+ zF2-$lsbGYvuJ^^R8aq3C3L^h{kV`)hi$N(f)~xs}t1w6}rr1Wm#wF^0?HdvS)Zl-k z)VR2~96Zl_X0Er9okH_^H^G!^M@dOZpsS&Q-rXa{9Ely#?64WE0{dyj|1>OglwmWI*jRMxjp z2FpdezgFZkiT`mM5L8@We8QmI>S@J~M{$vH&>&t4oW2sec&G|aQ6$*+ zn6AH!5uJq7Tm8sbJk0>>G&$CfyN{aN&AA->x+)yT>H$zv`mwzMq*&t{nv64>Y?_N7 zvOB^1U}5{9&j`Z-E&jHQpK8O?G^HH>(Wn%2&D$1=9~YHs{mjq9F?8GgREf3GNzdqb z1k0;_XU{EYXVr92laW`A=}?1Z9K$6pR2M8A{`ygFZTNol&vi>-N5s#m8W_>NVZ z$wa|8v3w?nt0k6(SM#HyO%QzMZu6gaSU6HXXC9K5;4w_K+}tzX+}kE4-6tpf@nVyF zQy>5MG(=|ksg3*T^w<9&7RAy}?;b>)geQ+(XnMOahNHlNIe0icJcPg6gG&>vrR{>@ zcY!%-B!8@J=e8V2T28~jLe1X7#NI+$*}+62m~K1Ig6lyeK}91*TRBEWB|-Cd`sZ8- z`<~f;a$?H*&*shq%^Vfm_Dijy^^qUhO#OvWXn8Qk04N7Q(-eCN9T^@5j*`x9x>MFk zBNZ{#WMhlLCqVp!V8}~Qu9W(ta9Qb2O@0u420oYxD#{hfsefu?@YGZhbC`xXjK%6? zaPU63`*rok*ODYFD=Sn+KgYh+%iExhj5S-t8+7ne92%pt&aK~I<4Tj$G< ztG;LEl9RLt>g6jxew9)D8lcSv{c5u5Q{J^&|0=kR2P{4VD`t&N_d+vaa=iM?#6-g@ zl6Z@BdOErR=7OX5^d2rEf+A7@kK=QSna#{lXvI68>NOPaBX+*>ikL;pR9Kz*WmM6A z3U2B0@NgeFd9p_f@xF2WPghqLgR7ex=}2)&NjE+w28JEy3aGT6>td~aksTpsPfQ`VxxyTI4R!}m z4&1I5ze~)z2$po#a3x~>#VTvtVu)n=VYDzlH3f>X11zbi!*@tkG1^z;QhZ%r&sqs% z?Rarl@tE!+&?i&LCX1^F;_I@}BeFv%hlUE!t?E#Z`4KQ$krogb5eR()uRF`)9rN?n zKR%cDp70xf{(TN1|9g|6MdR`dj+ZO;qynR7Smo)jk;#70i5r@=-u!Jndm%wg^MlQw z+nT?_cwG48+?-W?XH9Rl-fR64O< zB<{71O%Rw%M?Vdc^vy7Thr%W!T@=<9RFY4HH+e9FE>^<;XP$XJ`W?|2+xHbo{m;x; zDqKzU^ueY1myw$x$ldTMOUTe<#>-P_qa;_~xz=QaZ(>&;xXkEpk*gi`BYXx8B#4y) zx$ect-B6a-{-lLdvsDkuCWai?lYu=o{~h5dDpL!DyN`NpmqIh~JIj5iWY|C*LtF2- zga(E{hA!ZwxtCPAyr@u1j~IJ-Fs>EfYww4LK*9pr5nAcdVm?#*q>Hk>7(9MWGZd`R zo)tt@T#F?BN$KJBKj+)p5e=Ma(`!=9v)|9#X6Dd#U=j7)LasqB&)~H_kWtT{L^7=T zvUZ8x*}^Nri6SdXG3Ym}VcKE1{3HjCE8V*!lg;g)aOr4yNJp1as@@g^keKzP?ojJq-{oRH{B&V6?2ApBy5g6QXqO`@-+t7mIxvdvcy z%TEI|Vm$wUHG(4ycr$=-iVB^dnK3poF_4ofuu#@gz!yj=hD|HA^N{t>UudKB!TW)o z$8q8engzwgKa-Dkl*g|)Td#2J#lJnh-fzF&AK!qlb;1{}&*3xhwfoHA*otfwc88k5 zAKV2EbexAu?(W205)`0MMSHo(EVnlKgYd=#-YD$v-|U(irCmu^?&@VY9XGe5Nlt7= z*X5<+n9G;x@)P_KI8!XiPLOsaYr(szv81u8+Sb8~HaKHnqE4zOR-wA8<`gJunb23k zm>6VzUP(}H2?=XPz5=VB#>U3V=f)VmB78#AQ*)_laXPB1g21A-x1(5G98Ftlwh6YI zLBfznLrp<(6^*(w0s{q@^3Vxfwc}wqFA@>YK@?#mJv%#PBuH0|`JJL1sW(13%RIZ^ zQc|ws+WAv5#uX*;ReAO2(1RZ-R$Ut#?{@nA5&jiiST`4_vCI{N?lch*A!<=t9$F|J zbmd^?-&lR>2VxL^Mo1j1Ti**L+9DCd@K2^b`pPHI<&( zi`lfk6leb`M%WaqGW`c|0Ao^0ja_pdk2NFPr>rpA$9^p%Q0AaWs!p`as@&$|0oHl^su zY62dG-U)JU_N6`gnUmnhUHO1Z8{_4MuiDtV)SsP2h|mNvPs3l<7&#)Ja#JI=o^c~E zXM~yEg=v|+=7&j`FTXS45`FG`TjvKqHp{j7R)H%iJ&4=jTNi#cJ(!oYdP#OmU=z;CmXR_E*#tNJ?wcTv_^0rx&8nn|tdD>kaZMB<;=VJZ|wVIg(c zPw2Q?C9IKJu?f4NRP9%ucQAC``=Al4rO&Li{6%eicAkCXtw ze!6;k)B|qa`}=zsj8Qq~$9wmGGBO}BSZ0kyeuJOK2%RW2p^O9PbNpv@A~k0Df>_td z(;vY{e5u7eude=9AFoARYU5BJC`m*VXHl?+C;{TM*4K@gndLL@EK_?teE7xe4ySwSV6PC3O3|=qSz3X5r;+ZfJ^p8ep^fIMC8kZf_^=Cvlq+E*_qy>S|Cl&L_%N2ONQBW~!|AA;n9hI8xlx z-H~jJj7pFXtgJ93MW&7Z#6*EVZy{ha+6+PgGqq-ziEmuK0PsPS&mm6N zOOEtH7_7yad&|$VMox~Y^#ZI+l@XmEEZlo2*?LPF?j8u8xb|lP7rMKD<1}&vGBQiQ zKy7nv{trzDZmCai-eT71Xnub2IzA>@ouBiD>fUQv8l5>a2kq~gpx@!#F9Km_YESL~ znsKq5LXYv%Y%8`$sf_7CnVYaEE1Y-m`{J zu=Q1mhY;q_n_=|z?%l4t&!Za(^hV-q83TMT&-eFYj3u9xGeH(jt zSN{z52WGdPHGyD)Wq!2t&{O=Pg}M@fUmVzK+)GDJX7P({snyv9s7ey3DlL+l!bqm? z#lGsxaMjCHgW_+EJF*HY);u8rL8(dc3`JhwZ(oL<~kS6(jR=ur%1|VujaD6 z>-q#c&qTkjN(Gw-r~8N2kAAjK`GaO?Xmaw=%~g2O|3VT^mx#c|t+j98ry?t-C0Qpj z@WEbvUVMUvZRFAG>FLf}>1iOI1o~7u^7?-^9Ro`HCY)Q-cuRJDwo) z!!YrVs)LnfWh__|8Ld!dVJ39l)_w}Z2gI9$%^5{c&viKbUFmv%uIi$szzUbYFra2z zfO!$E?(W6C*LwNp=H%^d?mmmFi3#9!@<~v%t~78Fp_ns;bVXlfRx-70e>>ahXIEyQ z4jQ@6QWaGSEP-5Vr9dmK(OZn=m?pof!^ zoRIKr9VC_!6U9tT@^*E<{j5GIL2-if@zY=DA0Migz&a?;0TEr7Ck{} z1AJuBX|mRLUd@)-_x0Z!!uQf}Cl9hfe9CD#6Fjq^+{?SYhg$!p{?9{Qtw zd?(SL@Ur48;{vWSTS=uFqNFDHu^5`W)NfNcMNMI;L1r$Zx|dDFRXF{`oZ+rQeA9)= zJ8o#3%PbbP0}``GTFz~iJdU1^h@8PiIjSy{BaFU^R(}=X&gE?PmA7&nA~q8uT(d z^5v)*RlX#@a=NLB{75l56()5T6zX=;V_J>kV*v*TxfP1CWQ+{V$nTYuP}joW6JG}I zmYmPcPUYhtmPIDnt!VTlDR(0J6KOJ#((dt&tBti*MUXbfboVLj_uzQRfN8I!VtKFM zBD<{_E58=JR)!DZ^2Kk*_P@b7sZ{WUQ)~-VL>Ng4m2_9_^?0B^Vx^XIw(3*Ef)F z_f1Y|c==}^z+hASlRd$;bYw&pK;#Y*`JU!|Jmm?$EKdpnLfWpbE<{8`Abe?dc2*VS zR7Hy=+}=m%##|%YG=h{iEo95pI``KGtxR(+vq*gc>lDL0=HKD56xlX#UB|{Uof}oS zczJz`_i)v%^X^N=Um{C80Cbb~K>`obR>=bc3#WDx+S;(`I$CC4I2k(Go;BJ*wgSF2 z<2}JTf`V_fw75ss%OVp`t+0hi8$xpK?srDOS?hhHabkJgD0neCTFJ@jZgkwy;YY&g ziYO$InNqGibfc@w7lNZ}TX!TYCkRUm2>999U7dCwm*lNwFv~i+s=Yld6me7l*o~Yd zhakXvIXpX4l9k`#FGud318@e#|1jgdB|N>tH)oJARpnfL{q&CSP))vWtBNMiXm$By z=pgG}0xT&p8E0>Kx4szsX+N#lqsqtiuK{p;{JsETO}NFQvaAdvzFKp%9JEqlMA;WD zVqtM$e%%q$uf}pm@G$9Ab5*2J1hiLH;`w$Cu0=*-Rloy zo4bKaFYMR_)yHFdOUCaDWG3sr?oXOk&_iuBj2rYo1!qWkB>ctaVm?vNC;x?cR6OPU z=h?#~@zV(U=EpzeNufq!d3*1r@qwk$k)_$&@T}H^_LK z0z|`G;!-$%yYZi)r1C|77qIxLPx_S>e*Nsn@F`ZF!)rPesq+ux8Cd=wDKuXjthhem z3^Jb1vWAc`@aw#+>ef91k9%-T?iLuD-`>;l-%{h~#A$qGRYn}))*|1R+XFHP&J0NM zEZ2nihzlABbV$zdPkBvL8^wRYx>M0s@@53+gszmQ&ZvV)#T?Yw+hg_3re%4$$%o=u z8kp&v*JzsW49Y~$qf#*P3qk_FFjMRtd!c-%-%UK>3)R3@RHVaMxQ$JRN11H+aQi|Q zQtK$EP3w(+%`Uj=$$jmsV%A&3a*phWA2TGsPX`PFpYh(VQ3TG8X#K!wctJ3IAX`6h zXgS?54vsX-MyG^S|93jk0{yGs%V z3p($8n{>}sY-&A!&KC%J=&_)FMa15!69<0#i-vlkW9vAFMkD+K)QiTz=Wfrylhu#6 zNu%S*kN%#y|EMRHg+2KY06fsb=@u|#)hqb}gV6WeQpiO>zx)UY?`>^uhdFUQABr=? zqOvaL{Ky++tE5mXw++iU+K$!X{B1 zj?d3i@&_$SZGgKFkni#GMgor5b6vafiw7!noB6f5)TA6;z^l&3CreUpOYs_EX@kjb zhWSsC@^^|=fC#$R0-LMr7^j}B3*SX@wQPa`_GE?WKr#ac#`B_+Sh|^T#4Ut?HzdDllB0@N~Gf-oHTU+PMAEOuh>EUrZ zG07bM#$awEV@-y}4v~?b4p`?Rx{@G1MaRiG*x6-dX71m2R`xAin=|6O7<-KGRNPSJ zY~;TG8e6Lj>_S7&QPWl-cQ`wU)1SUp0b{ku_*ht5w{}(2^3uNDS1kc+7q)+2h?{XA zlpnilJe5(#2-?_{eKMa>9{H z{s^gMJvo!cz-qBB zG+)5hlo=nAR8*$ebDwwUFICSx)zJKY3-XOFrU;4Bh?VM1!ZIToaRw{8UxHe;cDCqw zke+~;>Fd}iH6gwK_s$gQk)wm9FEFv6DLs(;zd{DpvUmSuDn0cfaOf z-j9!dAhRfgdES8CvaikGVQ`eHOAWViySNT+6t zjv9F;@zNz)zA%8N{%dItrebczO?7r;m+zV`qe;~Jlsew0bOR|#^<|L3?^pC%?5SXrWz zc1)8%pxHy^{!6nibcVM(%Zj!&-Z-bPl%A8H(a*b$Dy)_uET#L4hUKdY+<}3Ks{I!a zE#i&Qi6k{Inu^xIth-=)F07wxcF`Sn3If0c@?Yx5`*^Hlz{xPP-&Obf(T(uat>x#d z|7ZzB1K(~c0Y)g0B?vfzJvY290qM!+^FnjiWhk@Xk({B=?X(o&l>($xo$v1fkv>HR z!up!!3-T?CvFQ;t7D^oBjG7Xk8*TgzKnA8d?frEFiw_k#H-hLc?C(t_v-=4ND$40% z35zo`15~5L(>V6=Jd4xi-w-Ib&A_dRRe!NTj-O(DpL%kFe|INfkDcbyoxb;1(}HuBmYiu zWMo^>UtCK{o!}pmyf?1MC6t)?N2tOrF_XZcGxCOV9&}>Ye6WxEsf@Ey-70=2u>y4? zP9|Kbvb;JCNuJL^UtoGhxKI#qe6q2dO?z$w@_fLc*)KV@P1so>{v367%2X}#V{U<~ zkg%a4#^>3vkxpCM7@M)?*Dft`5{T^@S$61YRbMU1#8a*k4(woU9Ty|Rz(7NINW3z~ zqBl8*18gPFYMo^=w6A*$rc3rp;7wnuC?_RX%sTHkbg*p)@?x=G&TS0W=^Lw;51nV& zeQM@(QD_?*`Amwcr(X`l6VFEjj+x(A0r5!hP4~w|r>_Ag_r}SPUEBjd(VFY&rI2qC zG>XN~Y=pY-Q3Q2qL8;r2A3)O|oc~~7-=Eh)h#kb)GtDf}`H-=B`nZn13bELOu1w^e zTsUK=&>=x@=({hsyg1!AIo-F}t5<)M_9@+(oMq|Dm{_Ls=itPQ+W6L)DWYAJzCLn0 zuYdP6F|>nk>)QMmCQkmgS)Zs`IUH z3;yr~e=#BEBzFD#Bvs!ti9C8QmsU4vd*_Ncs8|$#9Ah}pIhRxi#o>4I) zfcVopJ@7L-co+U*iEzohJ&<}wL#L4Rk{XN3ym@K;6{67tUO`+fswk64xCLEFuU(&@ zu&|9dF??LnC@LEHSB!uRDidHAt^cD4@2PX)x4b)lfMVS55IBrO7<|4ZzJ7iv#J_?$ z!LjJ){#{b2TFSpX(9^zg=~~M4Q*>1z$H0=vyi+bwOuN%tb=tURx1B@B&BAx(O8z_e zn@g>(2Y|@@5)-y-I;Ra81T~)Qo&v8pW3{Z6YLp^dRT;7WVTe|!G8;p8#F<6r9v#J8essUVq>EV2=h5Se0**L4@c0lX!`m}0Rd`l zE>2G251|g8l`u}A2(3tzi=!jZE*(%jS5(*l5(dZh=&DM4070nDJdn9b*C_NKkOlC} z$|(#-#>m8WCB;|Lq~id{g0HNiYj-uegPb*6G{udL<~hp) zZLDCjz`NZU`~Pt+-X^Mwqd9oPwPp}(wf-eahuph1!Ym!)>8o(_O<`XDQ{(%uOwW)HRE{GuKj@FIS`b}{#?JY+=E`6CYPK>PUM zP%rR%7H@G2;ECGbWsLST}K^EES&oh*e?e z$xeH%T7zOU?v)cK1Wku#p`j^M=@S^OdiJ|I2`nz5DBZsjIc(Nmy{GNXIu8EBk9!9w zA6Lubs~=W%j_r2|ohVYI`0+PoS)mE-wA{yVehFLLL`iwtv+^TM ztXl?pU9bv8GThslBO^3;2KD4krO43y5({5`MHu~p-#Jj8`gyKXmywk!4kGoTs)oS^ ziEP6-25f|%;oM8a)inKrvs)|*?y`X1K|n5Ogjas;OGwLI{@A{F*fAO$rE1WESrBTN z#q0b5{&Ply#Mt3jN$Fz)^m(nX@lQ*!n(_wT|GwBfA0taOb=!6PTpSJeWYT3^wrPEn zNIGLqC)lvItsC6HICxmP@SA^)Fm(6;5DXWSAESY9vj+j!xPS#bkyJ1lF>!iV2<$T&mSGG5}h_oKH41FH~m`_fFB3|B#>)yNVmioHrZYMC+ z>~o+zxXV)~N*FdAsN^FfB1T7&-5Wd=qLotru|w3xKkEN32Bkf8z}o!xryDcIO45j(*YX@?gS z`*>oTs{gz?fnAC#<`Z}Iri{|)`3XLTN2sl1=ocMvzKxc8sQHn;|Ljr9VtSI*9c7jE znsmPp`;F|Cs;4RhY_ZBOr>3We^~{IQ4*SEv;PNBu;I=#4RdqhN9%;aG-pCo_TssVm zKWEwNbt)l_ec1>tkNXPiS{^YjPY(~%w|0EY-}?G=CT%dog$Di5FPtqsh9tK=@3%g|>UeEU>K)mf$+S@^btG4I=&0fA8sLIP zHrrq9UV!xx1-Scrx$xWa2S&;q&@lR69T>hhQwLoBI0$^nTGusXGkN^I?(=~)Dj3MI z`cm-}e3tstbNS0@yf(8qbd%|v-vL(rIz-`FDi550$Mf31DrSP^n@C)TxcLjuB7EGSMiE}k`R&Vk=9Y1v1K>iA|G>3eImt9@{hIqYZL`*^HWI;OAp$j zfp7c$qyAx|*O_wh?Sfcog;I1k+ZB%LAP6_4mqhA&#^@fEjD}N1-CJ%|-CK4AgRbz) zu=%jLa9Wl6QV$H(e=nAXf)R;_K?oYc{pPcIo{NhD)k<%x`7U_jmXq1$>g>2VTl$iC zbL9Gb%N>E^X5`6wzyNK=@d`zGwKn&_?&et9Zy-IBJwDSto~T`5%|Mr4D-3-+n?cMH z$BqH5lvC8yDV>2m_*>oJxZQGQvpf0aY}9IK_#zvg$igo^$%PlB6pe^a)MJCyIo4p( z3mqo?==o9O*mVaFAvhN#nKS;n-}=jumHJU`+&Y;piY7?omj#!Cu~RRo(U~&jsm@q( zf4(H6G2lgY!;?8719JOSFz?~4Z|acFVdA z;k1{SdS2pPaA!_|aNgHID$aL3$!!S{nw!@?1WPvIAvxa*vx*4aZhKYCzT3cZXm=QP zxEFthSP<+`#z}d2e#Q<#Sp{Z!$1Ci_JT6cA zp^`-JAMQ-#>svoZWehtO@f$VN-!jdGq4f3YHqeze}tC%A7a(y1$C!Wo2~kS*I!-AMVoG(Wue%om$PGbjCOv&WW~$W~=ismR*128YQ^?AoR97aHbo&uJ8X+yOAA;%GUVw zd=8umO-&QJ+{i%(lK@8EVUzX7$}tP7^!0{KE?UX3&6Qyd}AxBWkf z<}5sk<$03~LFF|YEvu{CEZr?b)oX$nz3&y+p}#7;gcet3o`we(@$hvm53o?!?;z#Q ziF8OuU+1{50hy<+0O#FWi(p=B-$49D&JV#+JAUrwsfCTZf0IID%^QI%X3qzQPSlw; zLcbqPJRG{(!2gnzYBt;SmsUM5)aCU*X7@MzI)bXOz)i`_jjzuD1C`p%Eg>}IQ0;n+ z<4v~*URLtrfI?qL#>5a3c9Z2N;cwLHVFh1!oD_hB>oDNEY<*FD#8ga~ZQ0*1!p8q} z_U+6%g+Y!%9`iDhVC)nEcGYL zGVaK2cv9|qGxQ4QyY3U20at@K?2~!raf#&&lb_ z7k`q5EXj@7_m}PuUk#1aloWM8zgNKR5@IXwo0$1w!KLIgR`K>q@e+!?Us_#W4lu%G zCoPePO>96#LfD{L!wV_)yMKo7z*ETnOq1aZz!>rbaGB|=0OCnSbp`xSE-sEDegizu z4;)`i5TK7>U}9`;^!$-kt=~ScyvfGTKG}1{p0Og3>)~&IGkrMwitmYxJR*;ru^bAY z?lWokR)e;;ge>Ob;OTK2G-6wU4-itvFj*cZGY7?R#Of3Rj$_6nt`0mM($Z4q*4nwv zMpPtg1cv6?f2L>J{}#GB^;TDyrPg$8Z15Nxn>bTO{ivQsvA|m5xBCJnq-p7@ekw9F z0ML8*d0qq3ZU-r!x@_O$AU=mJ8|bf=RoQmj6Dv=JK_U zxO{J0-NDI#_p3YnX5SaM%gMO}dHZ`SSDj6BPBo2%0G~a$sjk)%)6j7mJcInRL2{$x z6{zFV^Y&%qE0FF;ntnje(nXs583QtsV!T{^k~>Mi=e6o4w6f*##>j#pUj`D57pj{i zZ)gt+O&FglGh|U+;^qXD28I62U@ojEv}Df@7);P6q+Wl8i+Ldj5j86tnE{icQmn9N zq=O0!q=2g4^Mr0`x9`>11BqkK(?$tyk$^>WtXSW#j2&tC(*wcM%{nO0z_F) zDb!E>fvk3J>OI12-n{n7QSYN$$NKpN9;Ise-jpp~X3qw5S;pBiNS_*!C(ww@_E`9hk%jPcL?FJ-KL|1MwoUf3%xlH4 zcgF2;`3{&L=vZ)dB^^l;&~bOQmeS)a7AySGOv?p3_SmV-Ht% zZd|Mv+I0ESZ0sUFmv2cFg)e9QE$p?&Yc1&l%B~L2zGYnEo}_~R1gtf$OR{f0U1pd{ zk0+p2Ox1a>j`ez|x=g%8xXWO6AOzUmuvzW$iPV?!&t&l26jt9A;I_ul5eYSOZ%P;o9ooN`JSPzA@ zh^*d+y>4q+&lBZisE0-*&&B>qU#2_NZzE*k7h+?2=!Px3 zl4o(Zwe{84|FgCA$1tV*A@&mVQ6aA&@0?zadNFKnY-1DZKLl+Hm?JzJJh3rT^}9Vz zR_1kqMd8g2GPt`dtXx5GC?L|ax6HaI;js}1?N+RApnl&^R z2Z$7Q4Vl|q+lwpf9Y2^>Um_lrPr2plelEJ*PR}ORWg7bVb+&;WTx@)Po+EucW#A10 z?M(`11B}ZH>-PViSyclGs@$|sSR%$2aed*-g- z05&#*M-}_txD$LKirP)VC&MwH|NaZj6z1>c5-1aOLHS-0JoE|Gq_96A%0N34mK1t0 zxR57`CI1G6f8;!f6b02agdmq+9n896lMW*u?3iAg%u}Otl&YdnB=I=C={`TY+IXkN z=Y7gYL0Q;>2poqyQr?D}!X@E&Xr9OwpgB+sc-eC%;-!ix>b-`Llx3nWKt$jecM2Qf z*B(ym)rcSKm&4HSc4m5MrU~`WDybz)ys;O+cpMPPZPJ7R6;xjiw_qj^>qcPD!!w7`GimZzKg(oEVJNHQ zgWQpw;={{-mXqz)fP763Xh>!%cUZbBI`unil8F-a z-&~n_{d{#a*I-t_mWks{1wmk_BFqq<^2#;E4;0<9ue=SJJ&q%L1ggA8vaczRv$I1* z+Ma)kVHDZBA$wT~BQNqZTCh3I@`D?G)RlR&TT6Q&*)yO>n!wzm$OnFK3z7{MeK zL$+>O#0Nw^=Kx5#pX{UIW5|$WBtBmyk4$T=l#R9^$0*F@%FN}$rsv5AyqJxw9{T8?N}y1$&x?Dn zg?)sjm{1Iq0S0aqzm4^75Z!2}AAo#JkS^A!{J0VRNOEqlM!X*x zL6X~Oe>gU)?;bV@U(BHnI0o?S1qJ^;zLOapQ!5QD`y7vtSLNjV=(t%i3IA(;QVzgt z1_v2W$_)(-28i%y_s#_Jaw}_WyRMHu<6I6WA!aYLujW{89XmsL2l zcvt@JzUaN48QBG#2N$m>3w(aK7Y5v!R0)KN>>&1CqEWwo8G!yVj3X z-u{B&0XZBKiG91V6ok(F^=ou@{4YWHUy4c{2pv#qqFQ8ZzfqrTPqjPu-Bj1K{nxbh zPjO?|q>6@OL3#a}bMc8@Xz?ZS7S}v71qD~{kgNi+29+ZU@RE>%iQy*;A@fFUFq50h4x=pJd9(*(I=c<*TBq>BfyvEelcX(iGzhY`H?-}z zkYg+g{#qf}NXH8Q94t|em&%F%B)j};*h??*{*%z~E_4g$8Q~I^*=Is&tdeX#SCyq}n{UY_C$E8~?39vo?7MR~jN41x5suN`*1JQs6< zQ}Db|SyDu<8+xTc#DtESGKhsdX{TS#jwv)Ie%7th+0Q)Vct@=jXY3G)9Ar2o-GU$! zC7kzdQ9CK=If_>D!#7%hUDTBhF;IagPBhk{u-3*~;}@T%<*8`&q#B_LW>_RBkJJ^< zCtfH5H#~|LNGUkpE@*fxX9Vi-5!jD7Ak53}<7IPlWCTht%cGf<7bYz&?PEvyog83U z|3DR@VPrJdtN;D`a;q15O-ol7FeEH3E?TZwkE)$H5>cQ?RxT?AIHRC4@9fxaZBL>LU#1oDn@+(2)(03?cveHDF1eR%?6hxAzOs1nYy^T z+6Dy6Dtt8$!~$KMofA^=s5Lir@!oqu!FcY;27pXg*G~HaJkNWFg8wMm2-v%uo4W1F zyvMXJ)~v&g0S@hSmmkE9A_0bP13<{*B!H=2;CS6W$b+bS@wv#FiNnvC-rqw2OA@-) z->mCH=lQvv?8H@TYR)q<*ErY{N(*#1H{Q7=~O zcdxIk@ZR_>yvni@znuqPLW3@%qXjC;?OPH8sXr`40oL@~++6VIER=>IiJV!_c#Nfg zN001>L3kv4n4Gih>}J~B_6Rz|>1~&Tcb`MbSAp}7ac`8Vn+lZF*S!;`E0crzR z9pXSC*7FW7DkTQ_sBq~|2y;HqG-PC7)#`pF_csUOgyaSt_cP0oB%kZahx|Rq3(bK% z_YbNOp&O|GB5ClcYYA8Ests8Nj(W@5|5W>nw#LX_cEf}6hYTKScGiT@<{xh;lUhr+ zOwbn=hU8&c@1F+ukgIx2#h*}?ia=%jxkfs#+V=9Xs;Nw9luED7T-QFRWQpB85Eqf*)EVbBp-v!+Ab#g*kA#=Cb8X3^BDe#QZZP*<-bx+4q zKh@`3C6>~k;BSq)z3IwOU_3i>Ml0VbvGvHI7@tAx9yd6b>;;?HtB+Ou>TAlMysXsV5yR zT%&#v-2S%@BZ37JUI&xVv<>;xr-571|7+e<#<&2E){-68cihw~PILnF5G9^GY1{CU zTobMat8p_racsHuw=!*Cyx(!oa-n0qJzHjK)P_`OJBJQa_SJhdB$)LxZ9slb0>{e#B4}< z2f~_W5=XACEN{8HL(2`9t-%E5V`G31@y1n-ahy=IX7^yT4D&*_~%7+;y1Q6rJQkahls?7Jag5ZgO8|Wav&cbb1>&dqEA;SmdH{%1rk; zxU@B?2G}|KTR(m_J7QvDt79a52J0>?a5p!3dK&OAjGcTFMu`)kqoow^ZO(51TK(nv zqoU0zand(1GTcuh4fVx!Mw(WjMyajcJDM%+{tEhWLM-Ux_oAqx?d>jOO=)K0l8EDK zIoUJ!X9u?X7j1FvrazW&V~O9>-lFBPDHjwzd_-0nn*f;#)p+D$w(MN)eEDQQ?e+G& z_m-%vpnTLg;&(=Y@ZMB_GxrCOvO6E`mn&%~(I z-Zm35%Czj?BcrqarTQt16QjpVxnIyc<#) z&Y#$$+2;)x)E_8|yLpSD#h~a)XW)ypl!Buq@KS4JY2KuhTcYxnz;t4P$48Y(CMgoa z+}cKh>s+>&ll_;4E`M#Yr8jQa50G0mM8$R;OdZyv89~e+>RIF!cA2Tq$yL0tI?+G< zlX+{)G%~WJ`#w!%pwq`{vk!MRNWfIP!%diX<`oN8#tEjC36{?0N*Kz89AzI;5OGUT z4aD2_8U*!)>wfHCru8UTSzbgTtWY58Xe?y@OQleR4d>iWT&;2D8c9kLhMDDIbg=Uy zrM@h6RM8|Z+dML83Kq|t3k01iAI+PR&sVN)GIo%kpVp$LCVU)ScrMB1V0r&iD)4@%9A8V4lPQ9i}(wKOZUXCstijNSmm< z6;+14N}YW*}4D-gQ+YPNVx?XsE{lc*2giOO||^wvF|5T^&{Do#!+B#f!PcMgbz< z441Pne~58M4@?5evkFCp}ck?DW4(uwum{^+1 zS_&)L3JMF)ua;nbtV0u>b#`iY*}T0y&{f)u(AyxSEOOTdrlAOr+Qph=od-Bvf`60) zWD183IxE`?2O9@wI;KEA)~>Ev3H%X^2e9FZSvqDgFFSW>MisR=BTXW&xG0bv+~o znP_BCT8L681HGg>n`8<#x}`+OiQlUU#N7RaNjF4eP#!_0pty;lX}B$ZV+ILFXjl|+ z5EWH3?`@BE3&XYR?tSYz2{eMe5};Vw5DhHt9i_V zGgrDjU%E3_YC2z?{zfc~9npQwS zh)p0DzbY+!W=?kLUoucIl?)~B_{g-WCdLwxCZXmB@UiyADin`7;o}|0>?;(z+5Kj* zlXj>2D&8)W@xyo+Y69`HP)vjU4Lxhm2=ZXx83mC8)cGx*VT82v7HgmStjE+i|X*523wj@!W z4ON^gh5u87l(&@UWS4eU0-Qg%xPX(-#^$iPngX4ZkWk<2<=&w2SC-$Y zsg0JSv2l4_U3FbsZAm9K$I8kA=atF%~z4M@!6`9X>y2T@IFd|mD}wRea@K0x=p5{sQ9G=aJ7FAue8O($IArd zx06`89VTK%i#(?F<8|UjM$yr+{yuw>u5wc1rnaKSN2bqlS+(n{al}HMH}!O>5AEFD zMXUd7-&=vT*;`m+&xqpb7Tq24oRhbVtap=SLS^bc%{P%0yGDVmX>EqT!#L`(Itj4n zNf98*LW~TG&+-(Q=*$$El{5fX|JMj)6xw%?SrnzVo`KD`Zzfh&1l)WwbQ2I}1uD)M zV(tS^@P6jOy&<^f8M5AB)r1l?i*i#J^$LPk0T2>CQj+;LM?RBtMTLv{Ek#^uRAg*i z>_SAe7NHzLk>w#qf9P$06fT9!JLA0!)U~ympUIkbQ#!Ul6rVFWsqJxDNtY>9t`+lD z4-yFDwt&jY{GL=2EEi#V7!x8m-|CDfTmES*MMRFpI#)6SyJ#pWf}L08IX{0Xe#(o9 zTf1N=L5{t+P_32)mn_MG1`_~^2?UcsPZ1Ij;1m3c2$$Zv0qtJf#Z!?a>nX)RM4Q{j z4+ClR@L5+=crTfvtXb{(Vm`zQrdX*Fs>6R}#ffVX(LIR7Y&6UgtUtd-48Z-4TJA?a zF~_4BdusU3jy1r=}jajO?|n^xQBqY(z|t7-nTk1dtsgmDA}kN>s+Etx!`!`aXU1 zc=1~1Dk>^Kq=vS(wx;GH z;DI}$K3Q8Mcz^yG`1n)!^&cuOn=p_?Bn(XM091MO4OmU(r+#F2MpHfmBjaZK!`7@) z&HclsuAbh?3+8Oxj?UcF+#D2G@^gFp{?-jW3ug=B>FmPFU%&~eBN!ck1qM6Jr>(;O zhy#Oj(^A!fMBty{ecRw=<>)grGt*L2mkb=?W9$d!EP~|q3Lnl>@18g4FeXg-KYot}N5zn5Fv*_2mQJ6fNe9(5WzHM?E*9`5hc z3#|X_>o%s34sN=SJcXnGC<170g~xUeg%**@>4H*TbNg`S=k7tZd=c48v~ zWi2)ifoLJJdR|H4yPQ1D`i{+10`t^se41_{P~dvz2e@i#LFV+VG%|VyG7>XUK9mMD zqLhR$3S?6y~okQEDt zYb-ubLawoxmcAiWp|`S7LeTA6@8_Mppl@HNs*o< zaghMa=aOQTB0c&DX;N>W;3|G^FG=Lcj*gD}j653>`qzaw!lVsOTcJR=RIntDKZ(GT z3z)3yd?&@%#rqqGWr;!_ly=2~Mnor{A|n!rE2|ABB)a_7I5IqsV(S=Y?OQF0j3|3p z?eJ#{v$FAhN)o!Ze0)RGWJx^r-7@oK8|x<7%&Pc&Yi%(D8!xNunwk}15p<#g^eFak zeHf6;34=0Q&Te9&72gsWu`B@!HT=*1r>FAQ*W{k#va)XpH2PHIi8Ab=6dj_I2Zt~O zgr6ijRylgHMYJZg((gI5u#DjC-oJ^j&$gsDY7Qw-JgANjcOX?kVn%xTq^Ci2Q7Dj7 zE|7o-=3-*u>V^Vm5#}ls>CCj1fg@aqK@A|7E7?0Z_}(5KO-&V5jI`Z1RgaHj!-vmz2wKc< zso>Moj|vLFm2#UdAfgwz>~V zS4Ww6%HB6yTfZ|bUm!rlepe4xGZ$d+!uIwxbsV*hE`QIQXR|wge@r@XmCvK7miR566x))nL>rhC2uJ9GG7(R%cq7)V2=n0gWw8)Q zX-#A@rISZ?s3jx@r6l`Z3b&ncGsCD59%WdprOWtOlyPxjlw%HDlKRQ&lnKX4Un_@! z?Zk|&()3%!#P^z{o$#o<{)|eOy+jUDrO7|&ygowA+ToUvjML_YY6T=2lk={H=!IlE zBrR~%+P6YENIZz7%dLOSXluX4lTi{GnAo>+#N^ZD$j3(+!5i7Z<*W89#l_CSKUb~` zn&oap=5J{c3Byjt#74(`iUWjTJ1&Vq8GZpiS~zx?J4duXf__D~=4Fv#e2ruLnIwH1 z5grp8{-a>(2Me2!gutf`3N8FM=~7rW%sP2WOw0^vQpBrE>O)$QBA{9!+YZ?>6h%U3 zm1Jf{#B?D;ztm)c$jf688!x_A)58A_UqA#}mHEZO2u(qC zhLJB(Goi0)+ljGL5>i0lLu+CTmzRcxE3GEAUoW0b$Js{8LB>CJT_boHM< zU%fiij5tFE<-*v|(45iGuAo-h%4_ zJqjYoT=?Ljsp)|$UgzvX@q0MwAJqRud=Bev(D$sA@P95=*E_2gD|-Uw@(Y0d z0+22TIGBM=0NcxK^;5;z;)1xD(N=)9wYR6{#oF5I1ii=Q8)tf3(a}y*)`znCJ*m0P zcINA5PPrjwW>mm3DLzdS!d4Y_yJ_5joE%*g(tklx1|3V_;Mpob3mp^FukNpA&pe1Q zj_YvA9~T>&0wgdjEEwa&&uO6!%0|-bWUd04lS^Sk77X3YAwA)L%+Q!by1-y8i1vmS zEA#~Mlg`Gu~J~kGPgDm4v;I5mSitl-I3m*-& z2R^oo?xXMje|C}FuSR-~MLL?&ySb;pJ`OsOq4yR;#m1te4Ms#Cd{_0RHG#}eNl?R! zOZ!S#g^Ice8Qa&_gTO}s|7i2tq4wT&JQd$UlMgRNOiq-fyc@xBoxvyrmit?8E@G;}=N$q;lKpjD0R>eF5h48MTGhK{^!2R) z%{T(ep&}lBTQNW9?im;XBZ7F;!#TS^0-x>;zmH z=JHn+Bx)UOq68x^GUgQVXZn~?xg95v6BP%85Dx_t%)BJk_d6r;sW!b#nX|m2_yqSW zf!N$XGGff)#6nvb;dI}jj`EGrYQ4im;vrS{uV?=Bp?7wqC{~kcdY0#PQ_;~;3g{7k z&Hh60e@uO2bX{E=ZR|8Qo1|eI+qP}nNn;z0o5pT%_Lz*mu9*9e0fT|BUlz z@4eQ1<}-m0A1y59tXB9t85(+*UqGXp5z~_^qd5(rJUHopfTzBsQu(IA!w!T+SW{BE zbB9Jk4Vu7j@wDlU3v2(PFM?7i`t6oMt42SLeZ%^g{cCu*X!@!jAR+h>ng$?3x5#;U zc_>s9?jwwUMbL;RclCZE(0AlL4nH!7q|u-sS00((Z6)-s)|KVIgbL6U_fj<$u1siN zS(U@Vtc-~l4JY6?lw_v~mwXu#a~95o^NpZ}d9>pf*lYR1FQ4G+@6UeWh@^#=kySyQ z0s}vgOz3qK4n8`fx^90MZc=4OxP<|fUww9>&+sS6>}i$LDB z2lJwj>!XgT#5&&uGE{zob2744EvOpt(f2qD{*gOG(EufzA zy91i=(1%w^fX1&79U;tTH*K_@YBS^-Nr`l z=xBLcTSVi0-26OHa~}D`b#Z$qn4V?8-wlS>Vkg>6Yi;$8h1p`h)iE@LO%Ig;Xl=ls z2^_LMaWk}>thQ+P&(jyh~f!0i!>f^1;_-cOr&6Hj38;^nAiWn?3> z|K=MC)VgvhFCy_7aMvdjhVLoS`36O>h#+d0DZRj;*6mBb1^07;_Mb0knF z0=wtt-);^L77A7B8Gsh8>s=b9Ji(qWe1n`fVChw}^65p`VH#IlU&BC8Z;_j=otyt3 zzAzAN-qqGN+3Rp*9;IWHz8}UFmk1={EiByYHD4<7XAu*SFwisF*ogOyG!Zchb1b}|mpAQSffPu{mFe2B#9FUBh?L}trIp;kwM@@( z-K`yZRB}Um0eF6#oc;twC`~!UIg6xj-5nU3-}$66#KTm_t~PLdp=LY8G^8>lT)I=c z)WLtF7SXOqQxG7lAe<5Yg;9k?^h<@EK4z=ek&98YfaTXJsbF{wDBvPWAsQ?D_zgrv1%w!Rl!RF^iYvt3urDw$wr|j;SNe$@iC8GeQE-1`WnP7;bqN6=gn^;- zFIwV+y!KmUVI;`qOC_r2zVpwX((c2k;l1vBZZ5QpD$30niM{>8PsmD0pA@ei7N4K{ zAD;(dV22{5f^6LdI|;eCT9XU$`(`H;4t9yKFn^5R;Y)x1T=)J?MNMo*_Z0sIYRS6S*WwMKXdUlssxy zVKI8Fs$X1`{12ErDXQ?uWS#gj>5iZ*(GrpV3?!Eb`E=@?Vwc}@%*^>+k&(UY3KwMP zM7R;{s>g9YTRauaR50b#h49eOW-Ji;246ZmZU5j+JX|UB@X6(5Q%x#js_z_@A|lJh z#`fxkk}4sf%sv96@Y}pKxeqZVJwI!Yko4{W9lTnX%!c^?R@2&}Gy4!~Oy9mWHZ{GE z}Iqof;ZC&_`<i*xMCZpCe9wq^tKC8Kr<8jHGy z3={K1K>DMk*AoePioR`xcI^Y%%njP5LCOM?#2|@hEd*AE=xa9!jR!wR;IQoA6)w*v)tr z_Dvwxk`!Xnq37egF9Lyz%WARV#~oWB(805_9;XXAk!Vs&CAtSG#A`A?jPEWUAKAca z+S<2AGx!mZwJ!b+4F#R8<>k2g@(t(b>Fwncq1`$I_?&WbG4Af}I5_=8?X8gKO~N6t zo^rZ+yflNQkn_zhK!zCJ#VR)-B4nF<;ORty!kgju?&sf$CTO5nx+`W1dl3>Q8Nv;7<=!Ja)}p=z7Q+B&YT|IM2gX-r|Du7GUMGnmCm!>tQO zRH*eZTQM;X5s{N1VRz+3YIgQd=~x63*5UcG2+9(tyQTmBscg+H3Jp#f?QRzUFfTN{ zTk}0ww@Wy#y?Jd?#@b@ccP`KjNV5GM(p6v`!V`;Zp#oT4(1EG)&D8&|nVea(jjOC5eHZofXjB-8pAlV^3^xg# zkdzD)7Y`rv^px!M0_5h33kU-Z)-5^%SbBO~#{Ea46)~?=pY*47WW~b-(OV8{B2r$V zIhc`;n3%aa+1VkxiO{hR&ns?kQ+;3Pp+Y%&Ok8>jTpk(DjxXrGdnC8CjQ#bSZ-M=T z0Q<~}wTA#YUgMwn0i!)Qrl$}D7Q5KR!@?)NBty^x5$6;&c|hs;b`~}alN1r4 z6A_2J|9E&vxV}&F^&ZJrHO|NFgHGv77ZIuJ>8Ud*xK0Y%yy_oDKxbj*{7f%96g~UB zF!?uSGDR<@Sjg_{8^=Z`JsR1UK`NJ?$bKwVRU!H^zowed*kSQ*R{fH?Fe0(G_<}Xck@W{@eyOWtz=BU<@UDY@7Ock za5WB)*7lS3@-vQF7*pEcqi$@1SGa)yJ7w2012Wkk#l!|46Sz9i-yrA$@3aE%-Yx?J z{fN6;H1$=l;6Dy8-_`+-NONNgpI_W}y-v_5Sok+!$@wy2(S-(bCdgm8LsUZw7E&ev$ye8QWa`KWthVp0 z4YyXQPu`e|NFmUzwcmm!a_?HZiNC^58&h!z2=q0v0cYx8#E*syA15cL2ZYW2;Ce9v z4_^xlASwh$5*h@^<|6+0jOS+*2 z!QG!gw809{Q@6+OL=+hcBj|E7Fl3k!}x{FOWUhO^8nDC#-Q^L1h4wHAOV2QG=L z?cw=~#hJn7W$*gLcW3HufB6ovd3+{D`kERipMQIF%lY27h>vY`b?*ND$&w0}nVi|Y ztX{rWRzzAr^^Jz+LeM^Nnvx0-R#e!PRae7SsgVFZ1qG*qC6+ZCvpcdzm!V2Rtt{N! zv7Lsx`eCwwSZNUP$0E*xzwvy0D!edEaI5=rkz zXM9_&MexMjBmTnc}BWt)>0^Dxq6Ov&In ztC4e)AHgIRSvjL4`cYSw!rF$1^eJ)5(XdYeF+dm}2B8GWhNRBcB zE7>aUe7_4CIl$Z8(Ypc~qkSn^ZN5&MR z>lTBsD+r${uraH7Wk$o+jH$Lh+5>{hhdyYYoLieN7S2FQk}5p>Sj5CIz;+2tPg~^(t(u}bQ}|a)b>dB zei`ub8fs}{$j&K_XT+pU;PiPe%h9*sy#Kws@OPI}Kaui%Z@cOqaavS>oaUE{dvaSV za1yI4BM$bI*3=N@;BVESLM6gM-mu*N`E2ahwiYB`5JtVF)G|0Gw|xM~780m&1iN;6 zsAPL}t*NZ8Fx- zw7bfKwBU zwyc2V`B#+}yW+zA!i(oTPrSD-g^%md*QS5Lt?6F;tYa^Ckt_?D7V#S@64d|imB!c7&(5_2MUo03ETW%9L>zwB(z*H z;j6yo>|1a=T%y+PZI5I4nJ++ODxbpQqi1@$-!TU=mIFR0SheOqe|9ja$B3I!SI!+>w#x@T)C(Mn5U(In1FTG64-%<>e0s#X)l%ZX8O*WN-d6F~KCSsKCY1oT>$mj~CqFs4fj) z*EUrio~8_n2C@-zsA7E z@LEc($yqSuTYHQy*T1$aLL0!7DyElTU0l=JeduxoaPAo~8Tj6b7WkQ=(pMH#_D&dY z?p0nM@tx_YxCQyu;s1RRoJJtIj+9KC-lWBBuRunQLqn5`%4ccYrlQa#+EQ}7EtHoX zj_*m!BfQ<)CE7)efC76Bf6g_O6;@Mr_S41(;g(4Y?aH|RW3DyHuE`r*H#pv*`0kSA zlZ4aB@`!~>xhN$P>AZt#^&Cd@_78%^$ta~XVHS1#^mFrfTxhBU9jQLk$%`$zF9>5? z!dU3Uc*G^hhzckaih5O9X}u!`Cr8vSa6CRE*YoRo$FLgyW@{bukIA7G!!ru<`C0h- z(a>PaLl}81h|_HS;xKuCu(d0~fGz7yw*oGv4936Ns4KPb5cVz3=_MiZLFn~uYRF0;mS^Wdoe@BFsJ3Wn(#ziQxcf2Jzrkz ztoykenj+Fyq)<~J#;QqOYd=_sE?oG6b7H{jdb=l(A)4IWGM^_ekhqwXOM53}T-PKY zBXAxR7$#kaI;#qomJKd03h(ndxZ7oj4f-J*w9sI+SI6MDYVL2*cuGhkcKMkF4GmOkSn}oEr-Li~~$Z{QM6$E(A*i(JgF) z@{3a<#R_3z2NV>l9&@^yr|g;<0#`RftJrWL#;&fc0e=4qH6?v%;t1+RU;b@pVBzS9 za*GIc!N3eu*103^K&tNi$d3=uYXHC12ILl3Q~(IfJuvKb-d+mFuJ5H=+kHv<`#89s!PLfXGxA0; zHFs0>9P3$ZY+(X`zLSM~hS>VyY#I9mW){l+!B9Y_XYHuW+``*E|Dz}Fv>6VLbgQ8D ze(lWELBY(z;+uSM4Pd4g3j2AJl|`hcHpMVnL3EOJ%np{bFLfY!8}2+_HJ+r4u^ZA0T z%0-0-rM|Atgb=O9#1^+tSw&@jm8-Vp&#RwhQ%7NYM29H5s07saV9PZQbW#IIm8YFQMN>!rH;y2twzVv2bc03tqa~wV5x*o>c=+g0=mI%1qo3wP)1$ehqEHFDA!6j$ z+z^U8E?$X598nEf;~NsTyR`N7yInRU4(Hv?o}UvDdjCO0KHI(KI~ZptfGvcV%I5cri6#omQ^m zmk}Kh#4B>v)IUwS^3l-s&uCoiRo8l^+GMDh--=JukV}d1_d>(WFbY7{z8R({ry0oT*zbnD>)`?9m*um-C1%% zGz$8dT%D0CDhr#d&39BqkDMSFu}9>ZiYdb>HY*L2*g>rIF`WZ#mq5Y!nkr<&#Tjdr z7jZi4h%%eSosn<%h`!-_Dsl5b*%m90<5+`7H}V$`YJqCE`(K4{e0Ugep~;cp0l7~u z_rJD7u;QUc!TPC@oBx-_|Ciaj)>%S!B_}5r8XCI3zTQXK7c&-f>jZB2+sJke96*vc zG=YH?PiZ;+i$3txo_G3A{#AeOj4m%)SM**?#-;+DI~slm2AH}`_1El`ULb#`5WJcr z$?qYy0x*zqTyXG9Nty24U3(sZfh?1r(I#Lp>;Q0!o*umRApa2w#2rs^I-qg7ze5em z5*Dx@qf&c|%zM-@KGB+>!GE^!Ot{G7aK1a4FDWUxzP|2TY>?>-)-$6GIQE8R#CJRNPhobv5O8KR+n5{QP``X?QrRyV!WaUg2*H72ObQW19X;+~$9Q z-lh2Xc$~FwHrCd`Dc1YG-K#r0vnwmlNl7yuTH{*j*Jl@J<9=3BPJnZ}u+UtHwO-xN zC62MCItR#Y-^gUU3r>s4G1AiuCjmw@fKD@pSpo{t+d4XK7OMCF7&wlV-bH=?0t791 zS12cgz40G@>Im`rt=5Px3f6&p_v=EP>J-J>c2yA$>bQAS63sUp@qzMcCxE-kuRi4LJ^sH zjsye6Y*s#!r(&V0BBPAP1X`d9B4)Koug&F&{Li*S-A7dv2$Bp`?z6TX ze)AU_vTLwW4Ru&6D@Zxn0~bIh5meRtdtLvRlTwy2ba-?K_~}+GY7W5xoe=6gXY?LT zC++XT3r)4@$X+_4{6EQ+cd!>)d_g(u*dBYb!6^bCVWEjDvM^^9bDtcMq_ki`qe)&o z!InX+wLBK=OS0A$3_(lWQK;JIj1SZsCrgROnD@l8p?P9rZsMZukA&F72@9>kFUkc1 zWa`7caQXNU3&G{60zJnx(*x7XB2k$+1{UT&`sDV{p+kp)@=Xl4ILD(>cUmVce~rq= z-F%vqrzDŽyAe49|>-g2?V$o$&ij=uV{bc`GybLcz_-|S<^!JIli(O0C+))GHLhs*JSijE z49Y+5X)CQi?6bob6h*-YTa4jL?WWw(m1iSh7)N%~|110ax^K+#(Hd`5?v`@YM2C=V z?$}F^O>?S1u+!=F&-m}N&u-}lvi$nO_r}6YAHAu#$;GkmyU7a%5)L7U$EVG}6`kew zEBl%5sE9A~eC(kQ7}^t~Yis&aQil^+%{^+#$!Z5-*WT7EOT6gI`eI^g0q<2kJ(2b@ zm!C^ltrp=7?QCt~;vuJwEe)lJzF#u*fg@vDF{Uff$l}%2)i>JQeStD4|F@`|l%o?% zsGq{%!znA;dq*ON7gi~PICT7Wk8?>499kO`65GxNFEg{7jqXq&0qFu2oF8<0XxMTu)+dvgaq2u6j5eqcr+2WF=d zcKz`_J#B4%9v+3=>ICL^l{%6j8U-T5wS|>dAYzGr$hxM2(pMK1RlqOBdqOQ+z?*+& zX&R0heq}e@LVg{*q^ToQDURCN?hEepr2a2t^6c!anzrWR_`(XALVG2ch|BT!<03y4R1agZJ!RR3r@i zZ-$S|M!^;5BnHMOrAjo`8?9oer*WvJZ=#rEOf|*`fDA;4B(SNeljY5?q^hH$GJ7%` zpX-zFYvQ?*!RnQX+GSkRq#a3KYfkEatkNQ#QGQ-#&z%b&q=*>}IXwov6he;xIbt}1 zGt%cyGpe#IXu;mQZmS^Z3n&{^3_VCjdlXRW2KQ%fOUn9soKR&12c9UBoFbG80fG5k zLzdhP7Saut3qx}r`Y+VQd@e|1>-;zu*!fp7kUypq1te&?e^E+MB~rq`z`w%GFh_*^ zd`ylZvL$cyPBb=7fyXHRY`ZRF@4!%BkDFVIvBHz6t?&7hM|OX|IKpc;=tpET;m%35 zGetKeT!ff6k#Fx`YYqeYNdd<(Arl%HoR9`-h}!nv39;jo0#{cx%-?_TFoYZSvrr_e z!zLA35!~RCb88RTa;{~%kP=qA|Ay>x_F{Q#Dg4uKQ#RP%#}X^dH?uk7)0r8EG4g+7 zXU<8Eff07F=xeCo)>8}J^`M8*1u&1ad_Bk0DI!F>KrEeyN9xZ#*NbT#$bL&&Sqb^F zwdn1JSXV~G%Vu}xc{*yB$)=DRlOUbKV0?T`dQ&?-Vyp=O0fM18&BQV?`@E84Sw`3Y zj4@|NWgB~{6dWSj?M5qi&*&WNeRc6j<;ECI%%``5=jkC!jvVfCLxX3 zV?ug_PBxjt{M`1;mZxx$7p=>*@+!#w;&uXTJ`$3;`5+aPOOw+(Iq((zDAhg|>z=z_ z@+kfjP(8WEcw67Tr|YS??vhZx&XN_c>M6kuRXDQyza}&j1uQT4R~0@;+Iha)?MvDT z1vDBSm%ZD(MFs{Ichp-sx|$@sGq1C--UXw(C7UW6ySq06?TgBqs;Y33+6D$@$XZ6w zb5d=w%}q@a5fQ;=k0YoX1@G-?xXeavFPTvO2ZwmUD*3rUX7u-|_as}tVt})eN|Eqy zm`Ib88*Oj*wY0KoYBpl7WalE3T%MgpqQ%rCAtg0QT0O{B_TXn@L%wbIx#Q)=9=9v9 z6kA?dAqe0`g0XWtEde-C|8BvfBZXA5tZ*^@K*3cYAe!xCG8EpNfqgCrvSDiSt0tf@ zSmc;FFEC0^U)gfy;^{iBh3QO5(-Qr{Nv#w76S&j?cFX^tc{XDj_mKrB21~jByI&jd z5&o^THQs`Z0rh*_!K~{>y5sXs@X)dwuWdnTSI*i)ZZxOMIxpmt52V z)D7S*jTupa%WpFMWVeyU`8dJEZ=w`Eu4r$@&;+Zaj9>KF2hWY3Klp8k$0?WGrsMcq z7(oVc1FRFF^p6F^65Np1_*KHAkwL?=En3Q+k!mC>uJD-l*<})Vs>eqdHq-S?4l~ZM5YYR$#$8Ue?aUmdrPbM8P zcjCfX0ohE$X#qs~r-VKW2wES!OfiHgk?Aa|JKW7tO$gJ*FINoiZY=1uV9I2)rid6s z&DDB_aCMX4JQuKsz2(AAex!XCoIp%q(6MyA8?-%U45A7R1bXb{G0CpPKyp+j0_u1~ zlX*1+iOGaefT(lGxEcQIx;#ETY3Sd6+t0Nt82Kj@kt_F#!mgMeiVgM{Uq@t)$h&PoxeSm4$PSaF{t!)T7#Niu^UmKu%>4NAqaN^BRXd`iul5~r$ore;f4$H(GJ-D$Fu=^K zN`+-~t^7V<*Z#%M!UE((t<26!CaaT~{DGc&D`#mu#uxstryFp27-|~mtunK*HPqEP zHaXmOewjZ#%@S5gBtf6Izdp;QTfj>tCiKzP&;XX~uaDPQeJAh!Y@+Q6WC>cov=$dR z5`_Gl@<3eoD8A;&*Zlnax&Q&It}Q86Xp|mzpR-?l*S2!7k|~M4e{e8ZkxrC}fe zpUMUSB2X!*+>LRjqmz@o3 zZ#714?12nry;W~*Zmz4XJ|va!VHQdaOUQldj#KWex!7-cA9?g;;>*k9bYnJqF@Aw@ zi1b1)77aNRAc!OM0yHpZSB+-GeFl$ISE7&MK2B)QosjzCl_D`P_#%d!9>(T$VP1VQ ziOh(KO*AS)k}j4M1uBiEdW1W2`H0wN6Es_v(?eUc;afq~X8Xhq+qt#7tK2`WzhkDI ziqo55jCm+h*ue|lH6SPCpc7LnP);fkqJ3p)IRH_A`XKYQg4$ow*m(Lb+8(!xiWqFd z%44Od7$I{ImhQ+$+F*VltlgU^9F!QAO_hwE3}erlm~H__4M`J9(i9YoPK1f&?74bT z|gbh{ll|n1L!xBTXpnY4cKgTtSEZ8c;9I4dhvgF8U9v= zD6zXLEnb^e_&uGPjdQ#x1BH3R=LI+t8Og6+jEtVjeGNzKrPkuIohXSu{ZUGPLz?wv zy0i*6x-{kdqCHvMAsd2C30ePKC6-W792@Yl*%9q1@;6n+_`~SUQ|JcwC;t7%ao|v` z5R$|fqW~mrf39P6-L)L5z>+AvWu&fbH%i){mJ%ZA zHj^WBR%KRIddsTQsd`Es+xtZ-zp&_}LP1KHor2zcV)1L@zweGc4~_#)$YiM3MYokrm+Lvf|7V zVfl3}^|g8^i_I|z)r~%Fj6Ma9_)i_i@8HBoc!_A@32>0lT4xI_EZ223XfX@@=IF~X zSRej(BtwcUJ7E@388im2U?Ac*3;GOgYzsSMdtOxo4=FBLh)6kr%3?wLs#CK#VHqR+ z$GU+>ws=;0#O(|}@JteUm~r&cyF};=7&Bg8e1lxl<|-2HV&T}ll5-T_gbk_|I_Gy_ z5TDP5~jZw^6r6+QHItWo5GO49yGkk zi|4z9H~#tl^eNdnIb2!i6?aKT*sSY$4o4Z>J74L+ML?AhX-8K0&uVQ#EzN#*Kf>?o~eI(U`lZJ z+D5*Qg8L7z=%{n3drdGcPiap!J75a=^-6mRNY{aD#uc= z2VA$iZ6X^7Rms6tAQqnI{Ps&%YpoS-U{uC_#rRAZ#;qKm+I zH}!JU^&#jLH>c;1xg(IbPV(L< zp4Rw5=GWTLaO(0>QhFHD!+fsFKl)gydUDR`DcCh8nDz2{E;ySj@T|^$g4*SzQOdS* z9?!Y_%Z^=lq(4==(yiSOCjyjFZ(4BM>%G47fI9enEZ2tLj!$#Pa)Sv#oG4SR0#+PF^qY=4Y*SPuZ#L)yim&}Q{w5gHR z7s5R~rSFY9fhF7B@jA46NXt3gMNKsLVN@TipiLX%cno&F)gkBJtl^s`EzHo@yv{=$ zp*P8&7uz%kC@)GI6H9SywMt*%_fYiC*@*wdQ#oqZcJ$=Y z?B-3$e4~Aq#P(FB3>G}O|HcK^=Vn?~_qQrq ztx%5Eo!S!{=c{Up4HfPy>fq+l7hMM1z$dHFUy6m#-|5-*vWD@U5VW!%RjK3 zC};V*XagP!THZ}J*;=GTlVGO~`|9xM+5JU+;+gftS-T@=f{AGvLIhBbg8w|Cb6QO$ zeE&0V^h9Zu-=WxEG>>mK1LKRjnd(lJmj`NIjKd!sGo+&j$g0Z|;ib{sWG>FfDfH)UtE#^v3EbmWyeC*#o%ot(rsH-K9 zAHZA-e!j9)uV7iOtk!odT_v#<-6YKG(en}Q(yCZ+&@45yy7lpQQ|<;wb6eO3HtK(N z#Pz*amUJ^@3WznaJ>YNr@BOuE4Um81FHPp}=HZ;~P{zVPx3K5!xeSAzj`jHTo%)UD zGB^DSYtdT4kk7h}d~IZepC6FQf@*dCPBvw#MVJ5{zk!w(j&P3x@_a&AjUF;}6tv zQ$$3c3H`DIk8=5rHYu%6RN{bS-iBqU*F)LMTLC%G-MS)eD$k{k)n$I6cpN^l=Q$kM zV>h@)-5A}v2(0nHuyi!ZHi`Ai_TSPf{Di#t=LM1xSB@UwuZpz4YTkO6)*xH@a9~D5 zl{MJ1@`|IBvqQmH$QfZxZ%g6CbIL$;!9g4q08{6=VMnU%rvB5KzX)^ zU4MS&)vL4QPc_t5_F8+_ZIqOYadM1i!WU0Cj#CN(kwB>-yLRkL41(by*RNZTVUwy; zKxjKX!I^gikayqNoZ;=toH$DaCG|d;ousWF*?jkEo2j7?fx*~2NU|y}^)R?Qo?M*@ z{N7VwxIBSPSM9N^R`UjxPA>Q*kBK~KxONy`4gF!vHxl0$ZQe;6c1T5@v)!SA$EpO6 zldG>$H!g5SPpBDx4dT`%Qr_r9eqt7taO?;)wy#Q#o}Om}aVpWP zg1)nqVan-8c&YD~wqyW3!F>COXVB55^dQ-`y2_I^5&X1u_pHOUPATzFJa6md;6Mo< z+1J>v2UtRCo%tt;i4ApGX)x&~2MES`{lgLlcCarJp)G)}03nYqT2qsYcCTw!@>^Y_4_J+=3j;i5~^lG@0wv2S1`8r&!B28?~ zLk_0b%L__lw6KDN9!YQpAzX}_9=gFg%#9nyjZO>O+1D-q zflHs!mM5O=>KqV_>prT}@HeSr2dB!D`{h3tenr6V#L-0z$^VUKtO)Iz z`2BiY^0^?oQ8axK=mq7zstFc(r@BN@R=cwCz_{yh5_J{#8lP5||7!m>i0UW&xp z#m!O$T|8yy8m3!;O1Fq}m0#)3|8~;6>8{NpG=KmrViIa$)qB&G=ng<*bDM5dJ|WSrwG# zda%jAg`ES3HI{&TbS9EmW}Ic6vg{XD$d5KnGwc|1!bVbXXgDv?VVRh_^ALyvp8M8l zFLA`YQCDE$b&CUuX|3i}5j} z4j{?>aeRc3Sa)Q~{lxDAh6}>li&m`FJqM}# z?0seH5n-mf52R zmg-fkUo$FKW1E|!HNW_mRL>LES=)L@?$x&c7=X$_i<4x_nUtlnZJ$WloV-q7ArFvu z!c5mqJd}Vb3HV%sWyUTL;@(Ug{+nycjw;mcw&}RE}fbZpMlny zvF&bhH4PbtUP`CFD||)F+nYzDE-ZU%PAtv&G3Y7d7&dD@Mb^Qkloe6A`KhEK5?M-5 zzP9pB5u^@>{gqKxL|EHB;Yi*Wx_REzgIKHT-;1C5Uu!|I1KtunuG~-mSb>;jMqC*UdWAae zT(6&*dX+y#HW{#y;Ghe)*Ow4nh$HF3wxQ{!CcZ7%-vbF*8&nfaAf;ygYA809Nb!(} za6)a$e5i2I5&Nc5b0pco-NFQ+o2TDn$6EAmJzLZhDVHIgW7)(tzWj!_IOSkVeN)e; zD)Q8A19nJx)Le-nSG8Y8ho*HfZC!p(01AXV?atO~W-Bd9;;{^1Z0_^MC*q_(!rX+# zsjU?)kfol}H#^qebM;JlTf zWZ~VfGyi+geYraQ5cbZw*{$hJm|=6}Tqd_JS)KwIl4OtzJC<==Zki@eGSpJ>4EKj@ z@y1_!r7vp!WEOk;jgKs$$Jsi@wj#Ok80pUgncQ<1NujfAGADNK)YL_Ip8ww!TU|QH zp|13{Ta&DpyO>=$O8de!W5<)kw0n(6v3U-^czb*ue&8@3IFGO zApgF#0$ zK570Ppzo_HLnOzbym)|LGPa7HWG9ZdVfRUN<;rc}mhj zp(H!m(ydwuAp-??w@{B0ua4jmd(=oeKzKGhxbj-VjR*IY6)0K(OEIDd@F$+YbsNrA zW7{Hi`tRs!P7W53f73T+th1ldcP(a{-y|8Dns2g882-DUOz7PW4jW1?plXP62H=44P%AA3fOLjn5b4LjL9u% zQ}JHC_=_;TclNj${`XALfM+U^H<+ZeW&Js>l<18f6Sz|yNxeT!s(n1#HGI00Wo*@> z$H`V~PsQjM+y3Ne@95wFZBqN2RHdR$-hc0;k?cp*3IyeVnM|Px;xy!63XJf!_0S9- znBph0GSZ3Ts}PU_r&N`pB{CtBeZMEfq{Rz`rEUB#g8WZX3X(U!wH@oYF{807lrR46 zez{I^-eK_|R2;iB!idJz(h8lCR;|$!&1*LhJQ=Xt>8Ql?PT+lTWGD1!$I3ps_M!_n zL2zy#u-BpmkBuG37K@77p#A=V#^#P@ES*7E`2%qz%RoMgD~Ns?jTsqgpXB)99u@xu z>59(cM45K{TF~lHe%(i|_}{*T97PiGG4v=nP7;|Jxdd*iJ_}LI)|CC5y!^5TJ*rXU z*gz>9hA)5TfCQaDl7Na*TqhKQnw2$&VGD!L{DmXr6SRA1k3zuLZ;op=T@Fr%Wl21Q zt7myx7c+#K<&72%8U^Y!k||qaz=Ja~Fc8xzgTv#C9lgJgA3KJplcIDXbk44T{`lM% zc&zR*Vy;$ki_dYwkl`hdb++Fui-y3e7MCVV}iVq*v8pT6gB= zB~C%tO_fa0FGZ@ALi&s7p>^JtCYhi+N3-urqIvP+K4Oi#3!I)=NPlZvr5PiRpKq9+ zmL7`>l)9vNnj9t)4|YMmI@*UF97-HmWX5BtK%m?fX;GnbDq0)V%l@!cu1j@N`*j^5^8G}Kvt&@Q8Rl?pC6x28Jd|?I=fXuR8=@C(Hv>YtT`k<*cX#I06eAN{;O6b1eP~-z zu&10wGoNswVNJq8#?;~U#B27_wlmhDs{t-QpC1RW zRKRdJ;`UY=KeNX$c++YMB!7|cnJtdlLXP3gPtU#Q>Pi*ag>B##&K5OMk!gIfR!aHp2J5=4~E3~ zpk{NcNvDqvfu~x0q-h2Tq`BOD)s-Kz2YZh}$Ns!O{rimN}yTk7vm44CEWEzni4@mfncfMOEM{(#i3N}hZ z=>MIG5U4^Dj_pK(&AcnTBH_)Uo?3X0et~*P)6aniRXf2c%NHE!o|G%=iNNJO2t?7>1pJ~O+qjAwd;)UEXrPQ zR7xD4EsAU5I#MVQlDoe$>TW3pJf@VQ+95j*xx+&=)BQ=Lqz)H>)XPPrmf~? zAgESHh_>zMw=nfP(!wK0<{$A!!$UF^4llYpDbgMaFYM}&IxkUTAjWtY+6EAYoN;xtjA*#6NEj1OmN%A&a-;s7*~k4 zNRR8xOLEdap5Vq$)$V$)G(b_lbp!Q*?E8pWkHh}&ropKGymSp9yn~1^e$u|R@p7hk zY%w*N>awB9S6YT14a1SYa%>-N(cmC7!nJpOmXf5Zxcf4O1C+Z8vMKB^ z<$j;m4C`Gz39{{p`9us2z|(-%N?MeCk_98iQ??($!+oXGO=Qdu5CM!OxB7;>>6Aa!kBvZ94px zMN1rN2RES%QxJ3Wi$Yc!%#QvR{z_lRrIkK0AOk_AS9`C|C^glm`RA_Xa>#(_oO+4W zx(?V&TTr6q&Y;=npj)5jdE2enyghMm0}Y)=ZooeIOo=R zj9rzO$tn%}4wv2}^xnSl5$N zkX_U(3|o_7XBf6`_JI<>UBAqqG|pB z*D_*6V%Z6DpFizm^niUyK^*f4SBGMIH9!Ta^`g?yP~YI~-DS`s33k1o(AU3$)78~( zC&~6Ac4c~U83Fpk8_KiZN}Grmv-TBZ$P`e4hqz=uw(SbxYZX>a08^6IRaVYIT)I+} zD$xB*@aB0lz6e3#0+J|^=bG8M^uO~@*nnd1o5riLEZckh`%Sdp+V zvO|gfIcD!L5gMariXEEmZcH}W}7|%DE@!n7Tqo5e=ut8B4`$0 z<}TAf?d`0+$k=9uNr|bE5l)1a0L|76(sLIy5H|`IN>LL%ctnr$>W`-9r|iqgs03Gl zZgpmIwY|H5ZDsmlZ{7Psp@6JAI20bynWF)wXva^aB|-b85U-Ok?e1#u{n7@fH#m1> zRI^d&kD``8z27cW4Rbj)0rcn%B)ZOuIUD_i%2lxeL%DZeKzFH-MFvw?Qs>zSO5HI-=lM<%J&`pJHw_)c6 zx2L2}%pq4&iTvsF9VrTQNW;;DYhZvwjH*e-*FEcTG`j{xfVTjGc9WEo z1ti7eMbAf5(H(4WN+@AtD_%ZgKh01abBt;TN_<#VULLFj;*6v4cVzHz`q^Ch#-Tad zYRmam(Bzl3;p3xUZViJ3;mAt~N!I);c=Y3zREnlGnC}d3t=Jng$g_uUl|`?lSOJxP zM$*+1m^!m+7P$pzOb5agEWEw-c@mOAxn7bcB@@V1D<^UndIROqv}U{|Oi?QV-26bE z3$f5n{8?}NTn{o2571U29dQ4kc=1)_t{HytS?AeV)x@^EQ$RofABOr8gWVtRp*hU! zClred3#(k<5ZYZk~iGpgD^M)_%68+Esq;u=r3YOdJYqq)X4wnj@R{xg*WD z3fn9xd1Y}Mca>_95mZ=VLynmUGdRN~f#cbT3=wZz9yHFKrrd{iiJ zKPiPo@gVvOP-LM&QDY^VCiO&yBpqH#R*nO&RH41j-w2{`T zCbos#B&gYf19rediuf^cx0d|EWw&S7x+gH8>(Ho6*+vctoD%e$CHvIA-`?9xJn{NW zonn1axljM-$Tz$N^_u+qH^&nnWkC0;^Mo=tW2*)B|`)jGF zHus{z(`Opb<5U9o6_{f{Y@Xt?5)!x?i=}lQlJ@SNE6HK#7QX=-A5YH-D}lGH0wY28 z9*Pzw9?!`Q73{nRK&dL$L|3bYx;6k=uFbjIsrbNM0G;%+dYsTTO(K(3rgrLgtWD9ljs`xw<4TQ1)E^$FuaJA_t3OKJmg! zbaFS!xHIyS7)%Rdc<}3cWKhqnVIg{AB1mxTI8)=(%JAY$&Eg-6OpEGzTbs3Eu{f2u z#>PG=wu@|SMr(-ljJeK_z7M5*;*Ssq>SIiQPz@>qzJcsdjJe}_2W(#6|9~Z+@77%< zlv48cP7DV8lF^xCn|{)!<&z6y(0TTC>*~x5Rt8s$^6+2zM*bbCsY7TQ>Tse*z!8y`>7jzX9lfwdd7|ruDmT&HLDh4Wq@!2Y!}Z-}RR6c==&Bg|{G(^B7S`Bf#;2GaV^coJ;FO1bg=GPuo$cR0#}97x zl~(sg_{<(&rzdk;*=9$)SOi$uo|VIN6}dFq|C)~fF9@6Q%3Y&Iu!6{!`Ty>lVp?eM z4j@2y7cDRBItSRIc{4a$uug|S*qknZ(Ng{J3taECr0f2P@JyeP13ouRG;6}k51f%> zn}D*a*LFNh7H#XLtiK$>%;X%~wM-S>A=^DL%%)+$iK$h85NPz*W?^;1<79o*#78D| zYCNAPfk&_(c?sE^0`c zSj>O7M)%;fp?LDDbqWRd=AI0Fd|R5Sl0y{oM>2ahjJ+Nan7ENm_z4i}Y;4yt*J_QL zL|-XOPjRqGpTfTIK@+XF{B+3XjUVDv(#ERUaZ>lLc+=qQ?3GSNUUMubXz~D28NuXX z5mRmDEfPZK$pdFzzK}gE%Ft0`p81`fKLF^*yV)YLxD=oP?rikGdurHX#?6gztDTu+ zB%+r&zzeW9B?Zm06!*{*cVUxA9t_Kqd=#SHdn3AZ>!TndDms)Z;dy_1E^~^~%F*2X zi%E>*ZSp@l$+AQ9<`Mb5Sy-BiwGj_V0L}Okx z(~obOmg;D~0Z^Fo5gJIYk@^Rn-PXSwY-idkH>E__!m&zD8d5#Fku?sQ`UN@CC`g#B|YuFMW3yJv2DzN;0KT z0-K2iB%Z5omgt7-+5Njc&*u92dWju6xo^n;X;1zA+o%5z%YH}JOGXc55N;u8YS?4C zfp;WFvv!(+XkFZOqRim$E--0DMt)PScwq7%ltsJmtxlB#4=q_`XS;ez-}W49e?t!< zsgTv*ALE{vx^F`>PDM~ySWrsJu3E6TE`P`kZk4{wHA_;9aT##R9P;3mXZ88HcuL4Irb9bE8znS*L?y4vT9fKQ(rZ8F7+^l_AN;a>s9ip}&KO6glr6)}owcO3`8i?Veq@!?Nd_1zzvvzh#d3(L;$B{87Pgo^D5*z8ht~ zeg3+&w8v}&Oc-KZU}jB>?oVK2$Xs#1;M0T8_s%hjGv!aSUGt%$8bj~=Gx?y= z51p%ubP9pke2X$Y&kgs>1?-7Xuge8)Z4OGlm#pLu?^Y!q`m1d}?=GhbM24`kKAYV* z{{{$UuE*U(<62ro0EL|)o%B<)w!#KYE^~?gTcWwJj-_rI+1+E@0yOQm zSwWf_yQm0oSz9MCaMhKDzyOsOM)$=oqvsZip;dn^-J61c$#L8-mOgZhs>r5|wBbo0 z!O_7`ajn(N9+|cuG;?7+47<+M%guHE2f4T$w)SI0;5z zMk|uD7F062m%OL*n?t)Ir*GJK z%XsLh{L;hIJXp1su^{b0^oj>746I%_=1?wvz6Stk{`N~>AVuvlZ(R&F+wyT_LFwTg zQkxT)!2LPo&9;(N|NAG0qsE~%q{l18Yy!J7KumR7Ztan39ghc~CMoZ+!)&#OY}^W8 z+OaK@e^F=CsxjKr=2VsBf+}jm@t>01>+Y?vJqB!y;;}tbzoG!zB(x1zFXIZFk#5A( z>~;9!=eqk%p?eGJsE@w2+9U`>}V3NYb5IP{%^$0A{1cxu@h|QjY45 z66!!n4h@PyAibNNDm9Bo#9coLn~+{VcO&{H8KX>h(x)y1g?cF3SJ#G-$4?v3Krrq1Py?dM?M~U(SmkQf1&JD%^3J&b;kH6 z>6P5hj~b##K6mbuJRvlLD8+&6M(TVWm9j?)&`HXyQ(&PQLgHa9(O|mF&CS|@z-WQB zq}Q1bNCDbedf%Y1a%fX#a&6yjh%7sAPY@d5!{{Q_LNvVI>Lw#qUR9;0ssNMBwJ9qO zzVm!F1F4J}Lfzhm-!{S;ZG^bqckS#5Ekj0~)TFDoUGUj}kw7x}x<|o)>$`scnYMr` z%$!MfKmeKm9DUB_=i=43EW_!+1f|COqn!#wQ_3&aW>`yS-C9sL-fz%dFPJe*+#k<9 zV~l2xQ4UC|k685u8U@;3#L3YyUgbHAW#ftGo9qz~n>;3hSwsL+U^&lAa?iE)btY+J zNI`+i>i9VI-qhq|W?IXkop@@eC>lcL`G%P+w2dshV`Gi5h_FfD)RdPx{0Wy;P+wJb z_4}7Ul>0hteS^b$K$d52-~3+zj6ay{?)3Wh<;#~GUuvqrnSyHZY?wLtZE<`Ia^Sk=~X6nfw!<1s!WvCO?yFAa{)d+W7 zdIM=50oSI?y(u$74(B4U(|kB+?K+t54nmo(|8_|qhFvqlFZ$*$IwzV>a(EYqqJ39b z&gXpgyJYSTb8?>7sjU%b?Y$RaxtVrw*Nqq9y^r3`9_3Ry|Q7?gY}MdJXu&69xtW5QB*>S+d0OKog`=jhjO z;6=*iqi3i@9}b1pOISzy;6A-s3F&*HpdnTkm79ca47;mSVi!feX`Fi<3R34bdgcES z?l`i1cA99Mx(wng*s*!VL;0xBIw`A6>M2r+p$%O52atg6i z(Uj~qpQc^mvk;?7z?CQzXhAIc2Y&)1H8(HsZN)FzY28_E&S1xhZ6aCjrtfgCZkQDp zCx)%0of%}$Lo)H=n=-3v?kW&JQkU6Y(j)s}c2k7*nz&xKXuQh;+v!GIHM(9lTqQ>( zZw!0>m5eKk1mh>9E?-g^M>_I)0%bP<04%nmp}txorWB$)hTt-df4XFqmylXNBP?uy z`!M$NrT;kX5cl=E(ICxGjGiB>mgl4(8@xo4(#M+v|M8^SMmJxQQk zB__WU!Su`i=9|9e1>FYOFXc`2dso%|*P^vX#IQGyG2@})v*D+`R(9Pnv*pWgNM_`T8qz|6PDt+l6 z7+74g5&&AjJ#a{aaZ>vBWDLy0=|2o#d-n}l-v)93&;S$Y7GQ#$YHy1vN=X07da$?mJ(-a18T5dosL}qk|GS%Mj~^Q=YN%Vf9-$2FWZu!+%AA{=b~;qIs$Hd z>`0x@9LHBT0IGp=M*Acwh5W~x@@8GT>-Y&?X-?^T)sY+}R;~FMqs#Fdv=ViRG_w?| zvA4p}iRiljNoDx=ybpB6s+}2$EMaO1N>oab)P+IowV!ROUO+0vuShGb%l-o6@6Jwx z(cmjJz=!QF8Z%=ULlwH^Y~`y~_HRfkZ`}toqu3X#vG~t74W)@I#V(_dXzJ1FZbaR zagdCi>rs!z0vbTjW8ja-0IZ${A86+D`QP=VJr;hcFdcAZ-#a!#A^Pp_M1ijouY%-G z^5@$5Dv!m?w-~EE%d11*<27RO&0h|BHfUo6j5f7w0{juV6#D!oqo(% zEAhYG_6qbp$!799PM*KnRQIQCAS}gg!GZ%Pj|65rLAHLJz-dsj2-()a~$wq;A^@9)mv_xj8oGnNW|B@THF6jo8`i&hfmbzb;k z`25v)wZ_T*?c9FmiOhAm4E6zYEU)h(!TG$u%u#D|hLdbXtC?(?lh5=tpZNhCTP`@} zeu3m}0jS47+#EhQxP-}TA#kE`4|=g?XL?QRMPJem{D=HFXw#dIQ}=J$WNxsVyt^dk z4uQ>~`-|k}OS+lYw=`-gbY0%wjfo2Xp(v{#{O?7igH@P-urapfbHy)CqU2%Tjd!co z;fmRoY6?91zH@QfkV4JkC{m`woeF=+S#Dda>BVHliGoTnYo<2%183^Qa>+yz2Nnuo zsORs_JOhwGp_u`r^3PcdLX(n{uUFV*F2}2zKCs2Q%$54w{;E%9gzC*sIqm1L=;t|h z6dSoA$BlXelT&@CuLPj_6LnQiJSC4yO=Yn*D9%O zc{*7%W5coKaS5y$iR)yKY@OmQ(7h5(o>d&GHt;j4ACKGb4)Rvu1>LjW{TSEgBoe1a zA^KJ)Gk1~`9zOyklgbcW7rvTF`>G2>bg1&O^aR3dnC5AoqQglIHkg)=x;$jzOxj1` z9L$`1iH4{~`>bxoiIpig)sb^0*i9@gMVUkTO+sgh7)dTf|0Ew?iiM5TfU;7Uc6mys zqbVi~3p5oy(F~0F%*P?M0PD>5;M8)JT{#u;7&$|*m5$ei_j9? zwR2F1chd{DZl4~Wcfr~~snc^VVu)kZ2sr4prxSN-FK0}Dh1cNQ&+i{mU$5hQD#F;R zdj+5sL#WJ%jUbbgCy7%#$xz8qkgBMB(g53+BjBB9Ga>ezalwC}o89_J7t7|~%|wcP zf(IQn$~mJ*B=X;l#QW6w%T%V@4W*55W_%BD?hxshGz(QdRT@suM@Y%=YAUqIohxLFl>*Up<9^4=lbX zKEDOv>ju#hnd5!c(bqY3jxgN+1eMIk5cI#4_kVu+l|8FGK zTKxR6AU4bLNg#c3Y!g)9sO~`ZXYs)kn%QKP93&)hpWT7A@O5T@Eh%Mm*#f*ZD1lb6j1K)c4Tt$qI|cV-OKe-?-cdFtR#jr^lahVj@|4y}Yfsz{rUlUCtxEUOCHPEcnucV_c`-U#2%7MmpgA`9IB`!`MAyNc;uy%`Id%YR2ysl!9S`P0holM!*8I(b0x zuVx^|mztDn(3r7(P34&^RHMn{bnep*f!=Q@5H=t+8|8HlZnRKc@6Y-2kkhloS{5bf zonOT`m~6oKYVD!;3!T`IhSn1@2KF?+ej92IP7}v_>k%p+_g;!&{&ljOf)Qt2=^Wlt zScgT)gdvY^7qlvawNoi&;8|R6n1~1XhmYi39z>(AM3XDtx2Z)--B^HkT5!|8$Uu~a zTb!E$^XrD~b?zNSW!(+$WUruFvoHjkVp8l$&Rr|`@80q$p5RQq1n$#P6{I2MOV)4| zU*+e5KdZVX&&;RL;EI+aSmO&a+eDZk<@-W+GjqTb{!MB$LL^l!7@4E_Q6!m#{YBjd zQQjDL?295D3Gv9bX|jHrzsBpHtmH3v@B+^D*r9-Yf&dk2(+0PG`8dSDycfwYTs~12 z$G%4Td3Kh$V1OzVlr?gJLJk%i&OI9Kt*$H4qzxiH6zMzZOt|k9k^^qXS=v)Fq@TC5bHCX$GhJWRS_fg1K z*O_kFBn=m6%Jh?mu_n)Ul4g7awrx@epT@puDL-*PmP;l)apOsN97Y}3_@s%k z4;80^UOfT}iQl|ij2Tk#%~cHBJP}DU8%~B);yt&3$z^J^=L4W7u3(m3dPJKqSA6$- z54gv1^>07TG5Ly4(fB~02;b=y?At4m{jy|s6eLHfn(X&vgF;r7LCSP@<`Bwoi2w#m zn-aY?O3T|jJo8V3ZM`^HyPm&?M)gItXL80ISWlt%aadRWUL62ztJT9FB%%~ zWdJnvp9BDE=rQXQe&CubZD|XYvY-aVgnO=dxO;c{y<$8%*{w$YwzspJ-aP33snR%D zLGzU~gE9X-#_7MalH;LzZ=3E;OZ*oC@quu{(zJH0v;xzzo%YcRJ+7lh>apX#A1c@3 zND~>J7Y}~U?(UGKo6pK?0jcTpc2F4hFPq~nyMpMC8)~ze%kqsTFXO(3U|E`~Xne`G zDFAZ$PAUb2C+;PQTthvchOwKd=LjqaWYBkuk^*}>N5=M%8*hQVW1T`Ep?`{&H|Wu< zS>_@-hz@uGh#SIE!aD?V2{%5lY4PwHj%{*B?Q})sMc7*m^S+Fm>V)Z4JZ*HfR?I=I zxrON1?Hdp-ehh~#)T}CM>OmJ<4q}-G5@lO5Ub^Q;x?nPNpE|gh96MCSgC=@7qcF#|JB# z`}0GlFI4XSc3=80rNl{3VH9KPTsq>rb4!lMcZAaU(Z55Kpq<;DsEY)FQ=j>3li}yq zko2MRFm>N0RVP?100}%s;#5}u;aEU@vv0lx-2$)4=>*WyorXBN2Lms5Leht7Z_+QOU=y4{JD~w-ja<|SQL^3 zHe(|GU#1{K02Bbm^$XWj%a4&tDp^-LcbxWCA3P$rh43!Eh^^e6dCYB|7&QtMqBpWf zo^%MEHHefy0OC(hzl5xAo1E7fhMBos4>-XENgrs)55%~21w%*)ZK$@f%Xj_$pmy&z z_Z#KO^~W0P25;y9C*ks8jY^Kb z9;uyBL^dbw=S0B=Ohqo$bcCM+=4{I2(jZJU;3S#TtZ^_#Le-B)MON?40R`d7Bz}g2 z)4npRzzRmZRbJ=QKf=u)S$1dVx2;C?D^;Rj@Jk8jP0$g9kfYsAr&<0eh|Q0KBh*c5 zgk;zcVLHi?Qoq9m4I+baxL?F^8br2QRj^VRGI|DlUgD$<_jU5Z*9{=kAWwvun+I+n zX>^S5@|68 z_f}4rfUBsbI(8bILX$=GL|y~wUvCKIKOq@Bh6dFFQ|}42SlY~-wQ@#jh~8cFuMIDT zqT3!<8n7^`2O_2R;tVR)Ohv*5iaOXMvy@JUxV4TYO5fQxx1w4A3T@gNWMQx{0MxJh zG@m_w+Q=WGhXKAo+q_!9m$}H{^$SbO1MuwSW%|80sgUjUEzoR<5WrxR4qUw6Bo`$P z7zakV`OBk(W{^X3LPA2!uHpQZ4xe!28^B1HRBk)8#J&=Cu2*Z+DZ1}Hz!NJF~_U0BUagF$?JBw~AvfZ8~Jf9)ULCwuN5 zAB05u)vM%WDel9Y?_&V~GV3{CG`9KW!%#lmCp+lG!P5VzkDh5sj|;&##V-)wdCy*5 zTMgDF)~~+8PCY`9WCgeEf4w2XYqJHeg$UXXHtbmQ z`k)IN!sbMCD5xbfe@~mw3s3WBvTkV2Z9KqrVxpeA+3Q64Uer z&D$mWou^edX$`rrFFWT_%oqS&pnd5L;97csm$4@F-8Yi48LOscoj^I~NY<=UkBex+ z(K#Y1%1km|Xd_{LojR4+Nm@69s^t~dRSU|o`mvr$$$Hz4+&J-*c6*V1*DD)a1%l)6 zZ^{Tkk@Q|ZTwU8Pu1Des<#*3}!`0O{E8Zck;y;XdL~Xt$x&5Z*Q1}Bw(alS+SQ{Lt z(kXM+p4g0!=8jXDv=>2u;)nLX-G)YJB7xo4(6$j4QRD{x3`fFCV24CtazbmF&YcSy zr^BP`6DsZLv)c$_vlHN^i_C>J4yHCJS`SlKJZJ>qwvxwJ#m{UFG-ybKNa4%$Y3mXz z%~~V54k1Wm-|A}W=9&bD6uW%$iU=bS#VhJ@OUFT>SNQ5DkbgQ?i| zP0I}X84V9rpyL0VAPB5;t(8pZJ5|Ox0C3#CD12E|`u=h#Sk|s`D(KKN4;^^+FwZHcRLr-v>=&dJD@HlxAr04K_aFkCbCFz3kO(I;$+{(7e3Ao4*gQd^z5kvTa#KY%C(lQ}4LK z^m*?rio&?Ak29~HL1c($!niBXxOj$VD8;AdOWEsMj|fv|X9xUL^(6`2GOTJnu1AVL z7^8Vp2Ln8mw8v7`zS7C@{hHll1?;{x@S11XOx88zpTPXn9n1*t$ut$m$|P;!u-2kq zCHP2Fmn@2XRg_k=c3LMTG0r%OGgv!Iv+$%p%zn%@M{|`voWa%uI(fWYrl(o)G&R{6 z;K|}#gJ+G!#{Xv1s|4kLR?@z@X%e)7`?P!t9=Fw6{EM1x*j4P=)l(}C_}~N@2zH8UC+U~ z+2YjUs+k%cSx8tUU3SmlA%~V>e-sdu&^(QjClSQ|goYH!HB%CPzKs1;9oD`woL@~I zR@Cu^3NOo`cqDE4lEX4_N@^QARFf_*1(=`b=H}o#WnIz-fg}yOm#&hG_&q_I zm{r=Dgj^k>jM4ZwkGO98ZKWv)@g^oFm;ez&_WbsIUPeYHIuQF3zWL4+>+%jLsh3Ab z0#MOF!#RNJy-&YC_CNTsnB39Paepau&wg<}J%8r`Sd0e*l0}Ua6yS_DL6=^#H*L z$h9$Otg7n#zWMY<-zgxUen(I!X<$wEw?&yyeH>6QjO6H*HO=HcV@M$to+Tj1UMwlv zH#4;tlp5lwVlx5`)bDK>KMvLMK4e@~g4nVrlC3o3`c_4GrwKnlPaaS^!xXnvd=M(b zIIEalS=J;b+IOKF{U-MM+DM%-0SRn*aK&Ry0Ak?k^Lp(pBU6G*u`Vl!!4Mk#p-2a~ zToOSxIn`^>FXGlLK#+FFe!$oUMzAGP8P$ZXdmzuP}&k zb84Ie3-GT^{_5Jd5kLq$iFmqXQ8wyGV$|*?dW3+v2^PGk8R$Ek@kmRCvc>|Z2eKyZ z)$__5yho$o3{I8-{EU^wyWja9^*5`UIsR$1AV0P03%}sahRHs@Q@8BAwNHvTUR%h# zrh^b(-#y^2HNY#&1v_9C0nEsM-wj%nEpUIb1BUSujQoE(0!G_mUyTjZY6-KHJ=FrF?uav8U=s=D#44Xl!UYE9SIRma<;-sSXPNi~Zag?LxvAeb1 z>x0|xtN)J}$oLGV)r%^Re;55Fo(Fi!E|JGym5x8fSwm^C=g873t@ zjqoC!=)0fBkxVb+Xfaf?M*wh2Yiw6TqNG0T^h@c7E95%Wwvp8RU5CKcS?{WTXqzF| zkDfUBF8c199YH8_O#GJ*j@2dFFSK|M!pvYX=8){opbm+3XLSk0$qYX<+N%ZFVYOyH z;S#&e)kH4PoeExqfH2W%kWpBLs{XUc9X+J!r* zDAZ6dViyq->H5VsZ>Oo#G+@Gv8(WWjn*HYsP22cRd$c@LCH=U*NO)hV{mkT5PnB|^ zi#751`gREYJDs{c4!VS*N#X#fyz+ajH3Nh@xLm2NVIPmtDZflq@TYw%in>Xg`r>gaOQXvXCGRZ!Y~1{5(lGRb9I+t4R^5ur zuGWYdCKCE?nQG6I%=H!Y?2G%=U|7y^lG|GRbfS>&a%!;qb!Igag`heEe;3=tF)CFk zwc)ln);>MjwDT0tQ)(A&D{!uS%%g$P+&RdU;*392 z5TD}WiFQ<&-$Y-czWW6DUZx&z?*CfoB5k+iKCp=i(eX#-k|i8C6?S+%^r&xitu=Ty z@zVkLjiK}iA>5Ma_6*QK~T$&+yqqOFgO z3W@S>dYB`z*}vQ_?ul>v?E1+&<@i9Y;ghYcB*pAll~qXP`0}B-u-cFhV>y=ICWmb*0MfZW-qHo5Pg*tZ0$?wDT zHcxSS(T`lHCZ2%?{=(_P(x%)P60g`E-{sQyvyG+7N06DN&{9QkB$ae1Wj&QY+Cf}l zFlYa0{YmyJNm-V{UrLgQ$}>ssd-_w5U(ns;gtXg^_Zp7dfQCiS6`|@0%(ZW_C*S9a zi|OO0^@<9yEgR{;gMP+$WZsYzn>Wr63Xc@^-1;O_baxsQxPj030% zkuO75NweOBjk{#BekpU?o>lS7An5E<;Ag|f{$Ys#%hwr6MUlfPF)uqoC4On4U zn}uf0Z!HqxeEz);>onN;f7?rkASov`{KPBpT7@q`;n}D#n2H>%?Sa$WMfBHC}A$FTO6HhGKuy2Re zQ!H1mo_m)xo0iQxRtKm()t9Z%MCN{OwX>t^un2=Zi|#=Q@x}L45a!|$l0yv>LOj<@ z36(N64q(2VIXay0vGT)1$oEe~r5+E5y`gv%V&gsey~mzt(!et`spoBW>tA+?V7IqV zTLKJ=#$_p5P#LZmxK1E^#R-;WK$Nzxsuqx-tvo!+K}^!T7y6D98FgZ@-?Ez_H<+V2 zxeeIthfIB8D#&4*>Z78yxkCi)_1U z{h-kgY!R@kRzNM|a{Yj;97m=Du-(oPf$2dj zy71j0WKWSN05wp~AqBU-c%)w?HhbIX=kCNxJ_dFN%=Q~5&HmQ5c`e)MWdUJup&r*u zO3osk=31I(B9}8Igo+;uKdfb(+$`P9EN!Wj8Wf%4Nltgke!IAWfz9QXT=|s(loIR8 zWqyAg#(rW`E{1V&)6l(o1f)Fzw>sYw#i^86Sk281649}rlT4`Zh|)?Ba_zWY<>gWH zq%^Yv9so@m*9WlIK1zdFg!=@ik3z`7Cr7KBKy*xoOXK)LvE%rShuguHo%vycoE5yJ-l1I>9+4rll_1 zpykOJQ;aD{^3G3iN{jvzG31Z$g0V=9d{?to)8a3;7XnPf6-`Cg4z~VFl(A33&zI4c z2URI6G_fQFo?AQoVplj5B$lSqu`Vl>NhgcPL2VRcnK-=@mr>PAh(*as$!A{|Vi1bb z%{!~Md?&n?gys8^{31V26xmcc-Sefp5Kn>~W#mQl_MRql|3u`~aB~5%1wderEte>; z5MU`#oVQl|Q|W;g^2h8R27k}0imZwN!p73ZrLH69TKwis?!@*jP=NsVM&M9QTH1$| zfCra_=q-SwI{oKZ_%~S{z3jw2rxAm{>)BQ$Su&TB9M75EYni{0ZAn{bGUKxsKmgY? zeyBvYEn*n~DY{KC7!D%|8STznuJ{1wRyp_Uz)~?SL~5#WDS9SF?{~hlSmUpBkIs8R z#Uch9d>H$^h*Dd>aY5#e*MF zS0M4eT|WAP=kyDFbvZ@_hW*5qDvu9J`hIdY4k~zX8Z>Z!VM!EE=*u2@lhpwhBF+Vj z(SVC#^gGRMTgT3tu8%MC2hI=WlaI*HFR@Op-Nmun<9n>==;-qM7X!whD{&j~lz<94 zXP%CC_rHL*)U+*9b1MTAYd?-j!clZAN#fMzN&X6ut@vxqlTy?SGKL%O-+HQ9ek*N- zQar<8AJmgeLm0730Z?uya3)5+X8GYS{#P!NuR?m~;Gb{rc;HLeecY_+hWO2DOYUbo zocJip%BUPcsSe96z;(>c|4isvgb4~e^o706TRD`LDZHUZrpFETvUu8fACN`81FbL9iMPQLS3rmK*nyYu=Z z>Xau$fFE2HbzbY$%YkiN}+ePSo44%=32@4C~pQzuTc>14v za^T<;9V)S9$g;(z%J|;_+A!chC3^`Zxm9ImF5cZ5nwB6^m&YR1VuH)u*$f)Y#M`?z zFE6_2F85tt^~UGvLNj%~%GV<;9x}^~S>C>M=U)hnNC-y5dwP3YsZPa?LfyPxadUGAX7u%P*46vu>$a%r>XJNV zXjZw?xl||6=mU1KR3n+$>&@)#T`etBUFXLC7fsg~l<6O?Gq&1nyEfNWo4wh#ZQHgs z+qR8uvu)cp&hwvh&P?ClnP%Rm-;E3Rb$u-+;;!tI?d0JRlXdg}DW$yxQG9uYn{Q3J z^1FS=;Szc4s@^k+&inx(_Ny~BeM@mlYz8Y?qu8hKI*H|BOyV~PTmydfx{kc{K_LqH zkM44CWCi5w1M~;FX1lQi?qV7bLM!)WtmgTW7 ztDr7W@$B@`#eXic929{g`W|S2AiONvAH;ZVaW4Pv-6L$hxn!(6bx3{N8LOf8kAy0x_WoK0B%5WweoY;KmDdN@2> z1dO+7jg^IkosEq^jnz<7$Ot$h{cH^CY_z4}z9HZEm_ zt+z9O|NPmH%FOHp^6`pW7*68@1qXi*S(cyOIYj;r843;goriiaqq_xy)-k z-Z{6sOR`yBUXD#bpnUPXasO=Z0EoDJByixI5o3Aox9{(riaK$mcsNF6{I`I#bwOx! z;E5ct-dkDP+=lM)HaRZ$%{Q?|2fq~QS-^u9U9qRW?#ntLobCB02hR&6rsE)GVoCT9g~Abj7S~CJY0cRN-Yt` z&H0+m`D(E5o}_UWa}o!fm$B1QRVVWPA!jpO>Bw(d!^nLEQFG>z36hN@Ch+ncu?-;{ zJ8Z9g`$t!EKzCtB=u#g-Md5wy2cxfgQ(Y3un!kt=$NAY0`En6M1AiWc9HZ^4{wn>; zrFFgc>F>*44d?zxjE)3{7lfDP4wNbs->`rJ}7_ zV$F%Kf3W$dDX|^9rh)`nc6>-h2dmKwsH6~vnyR{$rc{gUD7dL^IH?ju9)kvP4@?`F z+L@oyUwnoCy%JyUoea~{kAiaw_}`05OOzDFfbomp>*x!up@eBRUHeEaqdB!l1Y z=Eh#`eaiRqZhU;)7eJJKjIUw-uZjshJV1s|(2Y6%Ay z@#YZ#@Em zBP*-Q{QP<%-H3RQ^pI@+#iAl(W^-{<(W&Iy_ZyxEFqh|&q#5t+1Au1Q-lpRCo4Ha} z2E3E@ebRbSbwvlEJyj3hhaBPUC;TVWP1TS5)|lsnqXx^rihosm=YNP=x~QOmLgTx> z$0O46*eAdQs&pTpMmix3P$Gc9WP60508fV>ffA(l53df-P7I8ks;KS&^BJx!%JHn#uvb+3zwSyh2J+9i_n$}h${SAi+%h;}_wY#$3E`l^r3HwKCajq8 ztEZ93(CUG9Nxbdlj>TAiW>i?v0*n{77G&#ylzAhXC~|!c#?u zJOp#Ei~Vu2H?+R6B4ZVx80wKv+>bcqP9}D1NtOp~TD^gxc^qN+@qhMQ^ShC0f789_5hHwZh}<6k#0Eo@+PYHV<6 z>@kXKV02hyO2(TfDjJqt)+B)2xI+W8_3mLoKlxE4`V^uuKzK?=S0y4c+u0e=FK7<@ z|7~w0ZFp-~kJ+?eyLh_VM!xfO)^OXW^6Y%|4Wo3lxAVRp7yPI7{CbZ4dIpwI20%Re z^%$x9zWX1`^q*e(KZT#z3m^~z4t`KjP%I0Y*SY{XtB#I$$H!*Ce|tV3+}zB@*TWB(q+??0RHkLNaPjd?D?)%y@yw|o7%(wdI-4XV zot!*Hmy`tdVN}}N->=~8Y%MNsZfZ)&C2?M>pFVf@nI|4KF)xiI~GJ1Dpxb*3t3dW#*(REGdztpsN9L3(c-THv)s- z-k?te7DR1TtL1-%xmj5Jpriz}J!m=>*48N_5)qM-y{n>}K9=vj@z8u0ZJj8#@_dO| z6BE%uIDNo-{_Sn~O&ztF&VgM&Lr@QS|L69$m_T-AeW#6;l>!H3eFw`tN5W0spOvyN z?zGqI%)*eK0phbS0S3#zSC~3+Wh-Es2Ys><#T0))A+~qQQ&GK1!%z_5r8}dfx}qmK z?GFZemr)tO++xq#g^*?zFi&wKqNB(MDK?8ucqxiELw;v-<~rlM;%mEV^Z3V9hhB=u zCcc7!lQQXuzHkl@W1JT>!gfn}cTx)nb`bZfDan@FlKuR7^OHFVD?@xZDXgR}yd8TO2pmsWPzWKQG6~5NF=)q_^uy|OqiRuF0PYQUr|*p-GB67#S~f1_w4)X zPy_Zj`}f*Ob|d)hlL9D1ps|UE+!N6|OGeW$cAayNWRmvsNOTW3?Y7rS%Y7?p;f*`JtN{GPMxZyRbKLsK=Lk2Bn|r!mdaH2&L*y7R9m zSXgs}fwp+_#PN9z-21F5F9+PifCRg!=-~M*%X)SEVy5bc-v>GT=%#|TRnr^%lxZ)f zp;53Ps7tr&)n+K6&okfG9p8WM3dnjHSy@|4%e|<{ab8c8_!q!Y@wti=%(WPd~!1 zo-jclzL<(tatz;hGv74QKY#Q`vOMUPvamXqLMejSMoV=?O>{;{BMuCVj}2tz`ma#y z20$hIl+b=m(7lh-y{iKs3?Zo@6!R0mg7JXo`Nx-pho`iqO_eEjCntYmVE7al>%6`O zBvNh=L+K&$AbNv?mRlQ8FtI`xdY<5hJ0ZXrg2Cz*!HC!X;|J+oDp|MIqlJzSVJmX_v`k>*Znphq?{^Hf-Dp?X*Yhe7%a z>V4*EnicJI&cOc&Nf>4iH(cNtZF$BkJUo10AT=T!0`kW{CFv;YJ;fV?gWOfl0sM^* zHDd^a2x}kgF%27LM0UzrnA!}s-Es8yvEuxzD$agGwfQ4~L+x#ij&2RI#SNbj z;dba*cH}B9`usLQxu