From c2e7479a1c6b1bb196058c32690592a3181f3b17 Mon Sep 17 00:00:00 2001 From: Paul Brinkmeier Date: Fri, 9 Jun 2023 17:24:22 +0200 Subject: [PATCH] Expand --- doc/research/references.bib | 239 ++++++++++++++++++++++++++++++++++++ doc/research/research.pdf | Bin 115072 -> 154655 bytes doc/research/research.tex | 81 ++++++++++-- 3 files changed, 313 insertions(+), 7 deletions(-) diff --git a/doc/research/references.bib b/doc/research/references.bib index ff45dd9..34b1f1e 100644 --- a/doc/research/references.bib +++ b/doc/research/references.bib @@ -1,3 +1,27 @@ +@article{giraud1998, + abstract = {In this letter, we show that an eleven-velocity two-dimensional lattice Boltzmann model using several relaxation times obeys a Jeffreys viscoelastic constitutive law with full isotropic behavior. The connection between the free parameters of the model and the Jeffreys transport coefficients is made with the help of a modified Chapman-Enskog expansion taking into account large relaxation time effects. Numerical simulation of a pulsed Couette flow is performed leading to an excellent agreement with predictions.}, + author = {L. Giraud and D. D'Humières and P. Lallemand}, + doi = {10.1209/EPL/I1998-00296-0}, + issn = {0295-5075}, + issue = {6}, + journal = {Europhysics Letters}, + month = {6}, + pages = {625}, + publisher = {IOP Publishing}, + title = {A lattice Boltzmann model for Jeffreys viscoelastic fluid}, + volume = {42}, + url = {https://iopscience.iop.org/article/10.1209/epl/i1998-00296-0 https://iopscience.iop.org/article/10.1209/epl/i1998-00296-0/meta}, + year = {1998}, +} +@article{roylance2001, + author = {David Roylance}, + journal = {Department of Materials Science and Engineering--Massachusetts Institute of Technology, Cambridge MA}, + pages = {1-37}, + title = {Engineering viscoelasticity}, + volume = {2139}, + url = {https://mitocw.ups.edu.ec/courses/materials-science-and-engineering/3-11-mechanics-of-materials-fall-1999/modules/MIT3_11F99_visco.pdf}, + year = {2001}, +} @article{levental2009, abstract = {Tumors are characterized by extracellular matrix (ECM) remodeling and stiffening. The importance of ECM remodeling to cancer is appreciated; the relevance of stiffening is less clear. We found that breast tumorigenesis is accompanied by collagen crosslinking, ECM stiffening, and increased focal adhesions. Induction of collagen crosslinking stiffened the ECM, promoted focal adhesions, enhanced PI3 kinase (PI3K) activity, and induced the invasion of an oncogene-initiated epithelium. Inhibition of integrin signaling repressed the invasion of a premalignant epithelium into a stiffened, crosslinked ECM and forced integrin clustering promoted focal adhesions, enhanced PI3K signaling, and induced the invasion of a premalignant epithelium. Consistently, reduction of lysyl oxidase-mediated collagen crosslinking prevented MMTV-Neu-induced fibrosis, decreased focal adhesions and PI3K activity, impeded malignancy, and lowered tumor incidence. These data show how collagen crosslinking can modulate tissue fibrosis and stiffness to force focal adhesions, growth factor signaling and breast malignancy. © 2009 Elsevier Inc. All rights reserved.}, author = {Kandice R. Levental and Hongmei Yu and Laura Kass and Johnathon N. Lakins and Mikala Egeblad and Janine T. Erler and Sheri F.T. Fong and Katalin Csiszar and Amato Giaccia and Wolfgang Weninger and Mitsuo Yamauchi and David L. Gasser and Valerie M. Weaver}, @@ -14,6 +38,177 @@ volume = {139}, year = {2009}, } +@article{malaspinas2010, + abstract = {The simulation of viscoelastic fluids is a challenging task from the theoretical and numerical points of view. This class of fluids has been extensively studied with the help of classical numerical methods. In this paper we propose a new approach based on the lattice Boltzmann method in order to simulate linear and non-linear viscoelastic fluids and in particular those described by the Oldroyd-B and FENE-P constitutive equations. We study the accuracy and stability of our model on three different benchmarks: the 3D Taylor-Green vortex decay, the simplified 2D four-rolls mill, and the 2D Poiseuille flow. To our knowledge, the methodology described in this work is a first attempt for the simulation of non-trivial flows of viscoelastic fluids using the lattice Boltzmann method to discretize the constitutive and conservation equations. © 2010 Elsevier B.V.}, + author = {O. Malaspinas and N. Fiétier and M. Deville}, + doi = {10.1016/J.JNNFM.2010.09.001}, + issn = {0377-0257}, + issue = {23-24}, + journal = {Journal of Non-Newtonian Fluid Mechanics}, + keywords = {Lattice Boltzmann method,Viscoelastic fluid flows}, + month = {12}, + pages = {1637-1653}, + publisher = {Elsevier}, + title = {Lattice Boltzmann method for the simulation of viscoelastic fluid flows}, + volume = {165}, + year = {2010}, +} +@article{ispolatov2002, + abstract = {A lattice Boltzmann model for viscoelastic flow simulation is proposed. Elastic effects are taken into account within the framework of a Maxwell model. To test the approach, we estimate the transverse velocity autocorrelation function for a freely evolving system, and find clear manifestations of shear at large frequencies. We then characterize boundary-driven shear waves, and the resonant enhancement of shear oscillations in a periodically driven fluid confined within a capillary. The measured shear-wave dispersion relation is compared to that obtained from the Navier-Stokes equation with a Maxwell viscoelastic term, and good agreement is obtained. © 2002 The American Physical Society.}, + author = {Iaroslav Ispolatov and Martin Grant}, + doi = {10.1103/PhysRevE.65.056704}, + issn = {1063651X}, + issue = {5}, + journal = {Physical Review E}, + month = {5}, + pages = {056704}, + publisher = {American Physical Society}, + title = {Lattice Boltzmann method for viscoelastic fluids}, + volume = {65}, + url = {https://journals.aps.org/pre/abstract/10.1103/PhysRevE.65.056704}, + year = {2002}, +} +@article{sherman2015, + abstract = {Collagen is the principal biopolymer in the extracellular matrix of both vertebrates and invertebrates. It is produced in specialized cells (fibroblasts) and extracted into the body by a series of intra and extracellular steps. It is prevalent in connective tissues, and the arrangement of collagen determines the mechanical response. In biomineralized materials, its fraction and spatial distribution provide the necessary toughness and anisotropy. We review the structure of collagen, with emphasis on its hierarchical arrangement, and present constitutive equations that describe its mechanical response, classified into three groups: hyperelastic macroscopic models based on strain energy in which strain energy functions are developed; macroscopic mathematical fits with a nonlinear constitutive response; structurally and physically based models where a constitutive equation of a linear elastic material is modified by geometric characteristics. Viscoelasticity is incorporated into the existing constitutive models and the effect of hydration is discussed. We illustrate the importance of collagen with descriptions of its organization and properties in skin, fish scales, and bone, focusing on the findings of our group.}, + author = {Vincent R. Sherman and Wen Yang and Marc A. Meyers}, + doi = {10.1016/J.JMBBM.2015.05.023}, + issn = {1751-6161}, + journal = {Journal of the Mechanical Behavior of Biomedical Materials}, + month = {12}, + pages = {22-50}, + pmid = {26144973}, + publisher = {Elsevier}, + title = {The materials science of collagen}, + volume = {52}, + year = {2015}, +} +@article{gautieri2013, + abstract = {Computer simulation has emerged as a powerful tool to investigate and design materials without ever making them. Predicting the properties and behavior of materials by computer simulation from the bottom-up perspective has long been a vision of computational materials scientists and, as computational power increases, modeling and simulation tools are becoming crucial to the investigation of material systems. The key to achieving this goal is using hierarchies of paradigms that seamlessly connect quantum mechanics to macroscopic systems. Particular progress has been made in relating molecular-scale chemistry to mesoscopic and macroscopic material properties essential to define the materiome. This chapter reviews large-scale atomistic and coarse-grain modeling methods commonly implemented to investigate the properties and behavior of natural and biological materials with nanostructured hierarchies. We present basic concepts of hierarchical multiscale modeling capable of providing a bottom-up description of chemically complex materials and some example applications related to the study of collagen material at different hierarchical levels.}, + author = {Alfonso Gautieri and Markus J. Buehler}, + doi = {10.1007/978-3-7091-1574-9_2/COVER}, + issn = {23093706}, + journal = {CISM International Centre for Mechanical Sciences, Courses and Lectures}, + keywords = {Bead Type,Collagen Molecule,Multiscale Modeling,Osteogenesis Imperfecta,Persistence Length}, + pages = {13-55}, + publisher = {Springer International Publishing}, + title = {Multi-scale modeling of biomaterials and tissues}, + volume = {546}, + url = {https://link.springer.com/chapter/10.1007/978-3-7091-1574-9_2}, + year = {2013}, +} +@article{krueger2017, + author = {Timm Krüger and Halim Kusumaatmaja and Alexandr Kuzmin and Orest Shardt and Goncalo Silva and Erlend Magnus Viggen}, + institution = {Springer International Publishing}, + journal = {Springer International Publishing}, + note = {https://github.com/lbm-principles-practice}, + title = {The lattice Boltzmann method}, + volume = {10}, + year = {2017}, +} +@article{abhilash2014, + abstract = {Contractile forces exerted on the surrounding extracellular matrix (ECM) lead to the alignment and stretching of constituent fibers within the vicinity of cells. As a consequence, the matrix reorganizes to form thick bundles of aligned fibers that enable force transmission over distances larger than the size of the cells. Contractile force-mediated remodeling of ECM fibers has bearing on a number of physiologic and pathophysiologic phenomena. In this work, we present a computational model to capture cell-mediated remodeling within fibrous matrices using finite element-based discrete fiber network simulations. The model is shown to accurately capture collagen alignment, heterogeneous deformations, and long-range force transmission observed experimentally. The zone of mechanical influence surrounding a single contractile cell and the interaction between two cells are predicted from the strain-induced alignment of fibers. Through parametric studies, the effect of cell contractility and cell shape anisotropy on matrix remodeling and force transmission are quantified and summarized in a phase diagram. For highly contractile and elongated cells, we find a sensing distance that is ten times the cell size, in agreement with experimental observations.}, + author = {A. S. Abhilash and Brendon M. Baker and Britta Trappmann and Christopher S. Chen and Vivek B. Shenoy}, + doi = {10.1016/j.bpj.2014.08.029}, + issn = {15420086}, + issue = {8}, + journal = {Biophysical Journal}, + month = {10}, + note = {Focuses on "pulling" effects}, + pages = {1829-1840}, + pmid = {25418164}, + publisher = {Biophysical Society}, + title = {Remodeling of fibrous extracellular matrices by contractile cells: Predictions from discrete fiber network simulations}, + volume = {107}, + year = {2014}, +} +@article{guo2022, + abstract = {Tissues grow and remodel in response to mechanical cues, extracellular and intracellular signals experienced through various biological events, from the developing embryo to disease and aging. The macroscale response of soft tissues is typically nonlinear, viscoelastic anisotropic, and often emerges from the hierarchical structure of tissues, primarily their biopolymer fiber networks at the microscale. The adaptation to mechanical cues is likewise a multiscale phenomenon. Cell mechanobiology, the ability of cells to transform mechanical inputs into chemical signaling inside the cell, and subsequent regulation of cellular behavior through intra- and inter-cellular signaling networks, is the key coupling at the microscale between the mechanical cues and the mechanical adaptation seen macroscopically. To fully understand mechanics of tissues in growth and remodeling as observed at the tissue level, multiscale models of tissue mechanobiology are essential. In this review, we summarize the state-of-the art modeling tools of soft tissues at both scales, the tissue level response, and the cell scale mechanobiology models. To help the interested reader become more familiar with these modeling frameworks, we also show representative examples. Our aim here is to bring together scientists from different disciplines and enable the future leap in multiscale modeling of tissue mechanobiology.}, + author = {Yifan Guo and Mohammad R. K. Mofrad and Adrian Buganza Tepole}, + doi = {10.1063/5.0085025}, + issue = {3}, + journal = {Biophysics Reviews}, + month = {9}, + note = {Another review containing a bunch of nice references. Kind of hard to pull apart though since its very dense in information.}, + pages = {031303}, + publisher = {AIP Publishing}, + title = {On modeling the multiscale mechanobiology of soft tissues: Challenges and progress}, + volume = {3}, + year = {2022}, +} +@article{liedekerke2015, + abstract = {In this paper we present an overview of agent-based models that are used to simulate mechanical and physiological phenomena in cells and tissues, and we discuss underlying concepts, limitations, and future perspectives of these models. As the interest in cell and tissue mechanics increase, agent-based models are becoming more common the modeling community. We overview the physical aspects, complexity, shortcomings, and capabilities of the major agent-based model categories: lattice-based models (cellular automata, lattice gas cellular automata, cellular Potts models), off-lattice models (center-based models, deformable cell models, vertex models), and hybrid discrete-continuum models. In this way, we hope to assist future researchers in choosing a model for the phenomenon they want to model and understand. The article also contains some novel results.}, + author = {P Van Liedekerke and M M Palm and N Jagiella and D Drasdo}, + doi = {10.1007/s40571-015-0082-3}, + journal = {Comp. Part. Mech}, + keywords = {Agent-based modeling,Cell mechanics,Deformable cell models,Hybrid models,Lattice-based models,Lattice-free models}, + note = {Overview over ECM models}, + pages = {401-444}, + title = {Simulating tissue mechanics with agent-based models: concepts, perspectives and some novel results}, + volume = {2}, + year = {2015}, +} +@article{rens2017, + abstract = {During animal development and homeostasis, the structure of tissues, including muscles, blood vessels, and connective tissues, adapts to mechanical strains in the extracellular matrix (ECM). These strains originate from the differential growth of tissues or forces due to muscle contraction or gravity. Here we show using a computational model that by amplifying local strain cues, active cell contractility can facilitate and accelerate the reorientation of single cells to static strains. At the collective cell level, the model simulations show that active cell contractility can facilitate the formation of strings along the orientation of stretch. The computational model is based on a hybrid cellular Potts and finite-element simulation framework describing a mechanical cell-substrate feedback, where: 1) cells apply forces on the ECM, such that 2) local strains are generated in the ECM and 3) cells preferentially extend protrusions along the strain orientation. In accordance with experimental observations, simulated cells align and form stringlike structures parallel to static uniaxial stretch. Our model simulations predict that the magnitude of the uniaxial stretch and the strength of the contractile forces regulate a gradual transition between stringlike patterns and vascular networklike patterns. Our simulations also suggest that at high population densities, less cell cohesion promotes string formation.}, + author = {Elisabeth G. Rens and Roeland M.H. Merks}, + doi = {10.1016/J.BPJ.2016.12.012}, + issn = {0006-3495}, + issue = {4}, + journal = {Biophysical Journal}, + month = {2}, + pages = {755-766}, + pmid = {28256235}, + publisher = {Cell Press}, + title = {Cell Contractility Facilitates Alignment of Cells and Tissues to Static Uniaxial Stretch}, + volume = {112}, + year = {2017}, +} +@article{tsingos2022, + abstract = {The mechanical interaction between cells and the extracellular matrix (ECM) is fundamental to coordinate collective cell behavior in multicellular tissues. Relating individual cell-level mechanics to tissue-scale collective behavior is an outstanding challenge which cell-based models such as the cellular Potts model (CPM) are well-positioned to address. These models generally represent the ECM with mean-field approaches, which assume substrate homogeneity. This assumption breaks down with fibrous ECM, which has non-trivial structure and mechanics. Here, we extend the CPM with a bead-spring chain model of ECM fiber networks modelled using molecular dynamics. We model contractile cells pulling with discrete focal adhesion-like sites on the ECM fiber network, and demonstrate agreement with experimental spatiotemporal fiber densification and displacement. We show that contractile cell forces propagate over multiple cell radii scaling with power law exponent of ≈ −0.5 typical of viscoelastic ECM. Further, we use in silico atomic force microscopy to measure local cell-induced network stiffening consistent with experiments. Our model lays the foundation to investigate how local and long-ranged cell-ECM mechanobiology contributes to multicellular morphogenesis. + +### Competing Interest Statement + +The authors have declared no competing interest.}, + author = {Erika Tsingos and Bente Hilde Bakker and Koen A.E. Keijzer and Hermen Jan Hupkes and Roeland M.H. Merks}, + doi = {10.1101/2022.06.10.495667}, + journal = {bioRxiv}, + month = {7}, + pages = {2022.06.10.495667}, + publisher = {Cold Spring Harbor Laboratory}, + title = {Modelling the mechanical cross-talk between cells and fibrous extracellular matrix using hybrid cellular Potts and molecular dynamics methods}, + url = {https://www.biorxiv.org/content/10.1101/2022.06.10.495667v3 https://www.biorxiv.org/content/10.1101/2022.06.10.495667v3.abstract}, + year = {2022}, +} +@article{rubenstein2008, + abstract = {In this work, a cellular Potts model based on the differential adhesion hypothesis is employed to analyze the relative importance of select cell-cell and cell-extracellular matrix (ECM) contacts in glioma invasion. To perform these simulations, three types of cells and two ECM components are included. The inclusion of explicit ECM with an inhomogeneous fibrous component and a homogeneously dispersed afibrous component allows exploration of the importance of relative energies of cell-cell and cell-ECM contacts in a variety of environments relevant to in vitro and in vivo experimental investigations of glioma invasion. Simulations performed here focus chiefly on reproducing findings of in vitro experiments on glioma spheroids embedded in collagen I gels. For a given range and set ordering of energies associated with key cell-cell and cell-ECM interactions, our model qualitatively reproduces the dispersed glioma invasion patterns found for most glioma cell lines embedded as spheroids in collagen I gels of moderate concentration. In our model, we find that invasion is maximized at intermediate collagen concentrations, as occurs experimentally. This effect is seen more strongly in model gels composed of short collagen fibers than in those composed of long fibers, which retain significant connectivity even at low density. Additional simulations in aligned model matrices further elucidate how matrix structure dictates invasive patterns. Finally, simulations that allow invading cells to both dissolve and deposit ECM components demonstrate how Q-Potts models may be elaborated to allow active cell alteration of their surroundings. The model employed here provides a quantitative framework with which to bound the relative values of cell-cell and cell-ECM interactions and investigate how varying the magnitude and type of these interactions, as well as ECM structure, could potentially curtail glioma invasion. © 2008 by the Biophysical Society.}, + author = {Brenda M. Rubenstein and Laura J. Kaufman}, + doi = {10.1529/BIOPHYSJ.108.140624}, + issn = {0006-3495}, + issue = {12}, + journal = {Biophysical Journal}, + month = {12}, + note = {1 Type for Stroma, 1 Type for Collagen

Initial experiments: Static ECM

Then: ECM dissolution/deposition
Not aligned with in vivo results
Posits idea: Simulate more than two types of matrix}, + pages = {5661-5680}, + pmid = {18835895}, + publisher = {Cell Press}, + title = {The Role of Extracellular Matrix in Glioma Invasion: A Cellular Potts Model Approach}, + volume = {95}, + year = {2008}, +} +@article{berghoff2018, + abstract = {In the last decades, simulations have been established in several fields of science and industry to study various phenomena by solving, inter alia, partial differential equations. For an efficient use of current and future high performance computing systems, with many thousands of computation ranks, high node-level performance, scalable communication, and the omission of unnecessary calculations are of high priority in the development of new solvers. The challenge of contemporary simulation applications is to bridge the gap between the scales of the various physical processes. We introduce the NAStJA framework, a block-based MPI parallel solver for arbitrary algorithms, based on stencil code or other regular grid methods. NAStJA decomposes the domain of spatially complex structures into small cuboid blocks. A special feature of NAStJA is the dynamic block adaption which modifies the calculation domain around the region where the computation currently takes place, and hence avoids unnecessary calculations. This often occurs, inter alia, in phase-field simulations. Block creation and deletion is managed autonomously within local neighborhoods. A basic load balancing mechanism allows a re-distribution of newly created blocks to the involved computing ranks. The use of a multi-hop network, to distribute information to the entire domain, avoids collective all-gather communications. Thus, we can demonstrate excellent scaling. The present scaling tests substantiate the enormous advantage of this adaptive method. For certain simulation scenarios, we can show that the calculation effort and memory consumption can be reduced to only 3.5 percent, compared to the classical full-domain reference simulation. The overhead of 70-100 percent for the dynamic adapting block creation is significantly lower than the gain. The approach is not restricted to phase-field simulations, and can be employed in other domains of computational science to exploit sparsity of computing regions.}, + author = {Marco Berghoff and Ivan Kondov and Johannes Hotzer}, + doi = {10.1109/TPDS.2018.2819672}, + issn = {15582183}, + issue = {10}, + journal = {IEEE Transactions on Parallel and Distributed Systems}, + keywords = {Stencil code,distributed memory,load balancing,massively parallel performance,multi-hop network,partial differential equation,phase-field method,scalable parallel algorithms}, + month = {10}, + pages = {2282-2296}, + publisher = {IEEE Computer Society}, + title = {Massively Parallel Stencil Code Solver with Autonomous Adaptive Block Distribution}, + volume = {29}, + year = {2018}, +} @generic{frantz2010, author = {Christian Frantz and Kathleen M. Stewart and Valerie M. Weaver}, doi = {10.1242/jcs.023820}, @@ -27,3 +222,47 @@ volume = {123}, year = {2010}, } +@article{herold2023, + abstract = {Progress continues in the field of cancer biology, yet much remains to be unveiled regarding the mechanisms of cancer invasion. In particular, complex biophysical mechanisms enable a tumor to remodel the surrounding extracellular matrix (ECM), allowing cells to invade alone or collectively. Tumor spheroids cultured in collagen represent a simplified, reproducible 3D model system, which is sufficiently complex to recapitulate the evolving organization of cells and interaction with the ECM that occur during invasion. Recent experimental approaches enable high resolution imaging and quantification of the internal structure of invading tumor spheroids. Concurrently, computational modeling enables simulations of complex multicellular aggregates based on first principles. The comparison between real and simulated spheroids represents a way to fully exploit both data sources, but remains a challenge. We hypothesize that comparing any two spheroids requires first the extraction of basic features from the raw data, and second the definition of key metrics to match such features. Here, we present a novel method to compare spatial features of spheroids in 3D. To do so, we define and extract features from spheroid point cloud data, which we simulated using Cells in Silico (CiS), a high-performance framework for large-scale tissue modeling previously developed by us. We then define metrics to compare features between individual spheroids, and combine all metrics into an overall deviation score. Finally, we use our features to compare experimental data on invading spheroids in increasing collagen densities. We propose that our approach represents the basis for defining improved metrics to compare large 3D data sets. Moving forward, this approach will enable the detailed analysis of spheroids of any origin, one application of which is informing in silico spheroids based on their in vitro counterparts. This will enable both basic and applied researchers to close the loop between modeling and experiments in cancer research.}, + author = {Julian Herold and Eric Behle and Jakob Rosenbauer and Jacopo Ferruzzi and Alexander Schug}, + doi = {10.1371/journal.pcbi.1010471}, + issn = {15537358}, + issue = {3}, + journal = {PLoS Computational Biology}, + month = {3}, + pmid = {36996248}, + publisher = {Public Library of Science}, + title = {Development of a scoring function for comparing simulated and experimental tumor spheroids}, + volume = {19}, + year = {2023}, +} +@article{berghoff2020, + abstract = {Background: Discoveries in cellular dynamics and tissue development constantly reshape our understanding of fundamental biological processes such as embryogenesis, wound-healing, and tumorigenesis. High-quality microscopy data and ever-improving understanding of single-cell effects rapidly accelerate new discoveries. Still, many computational models either describe few cells highly detailed or larger cell ensembles and tissues more coarsely. Here, we connect these two scales in a joint theoretical model. Results: We developed a highly parallel version of the cellular Potts model that can be flexibly applied and provides an agent-based model driving cellular events. The model can be modular extended to a multi-model simulation on both scales. Based on the NAStJA framework, a scaling implementation running efficiently on high-performance computing systems was realized. We demonstrate independence of bias in our approach as well as excellent scaling behavior. Conclusions: Our model scales approximately linear beyond 10,000 cores and thus enables the simulation of large-scale three-dimensional tissues only confined by available computational resources. The strict modular design allows arbitrary models to be configured flexibly and enables applications in a wide range of research questions. Cells in Silico (CiS) can be easily molded to different model assumptions and help push computational scientists to expand their simulations to a new area in tissue simulations. As an example we highlight a 10003 voxel-sized cancerous tissue simulation at sub-cellular resolution.}, + author = {Marco Berghoff and Jakob Rosenbauer and Felix Hoffmann and Alexander Schug}, + doi = {10.1186/s12859-020-03728-7}, + issn = {14712105}, + issue = {1}, + journal = {BMC Bioinformatics}, + keywords = {Cellular Potts model,Massively parallel,Tissue growth}, + month = {10}, + pmid = {33023471}, + publisher = {BioMed Central Ltd}, + title = {Cells in Silico-introducing a high-performance framework for large-scale tissue modeling}, + volume = {21}, + year = {2020}, +} +@inproceedings{scianna2013, + abstract = {Cell migration on and through extracellular matrix is fundamental in a wide variety of physiological and pathological phenomena, and is exploited in scaffold-based tissue engineering. Migration is regulated by a number of extracellular matrix- or cell-derived biophysical parameters, such as matrix fiber orientation, pore size, and elasticity, or cell deformation, proteolysis, and adhesion. We here present an extended Cellular Potts Model (CPM) able to qualitatively and quantitatively describe cell migration efficiencies and phenotypes both on two-dimensional substrates and within three-dimensional matrices, close to experimental evidence. As distinct features of our approach, cells are modeled as compartmentalized discrete objects, differentiated into nucleus and cytosolic region, while the extracellular matrix is composed of a fibrous mesh and a homogeneous fluid. Our model provides a strong correlation of the directionality of migration with the topological extracellular matrix distribution and a biphasic dependence of migration on the matrix structure, density, adhesion, and stiffness, and, moreover, simulates that cell locomotion in highly constrained fibrillar obstacles requires the deformation of the cell's nucleus and/or the activity of cell-derived proteolysis. In conclusion, we here propose a mathematical modeling approach that serves to characterize cell migration as a biological phenomenon in healthy and diseased tissues and in engineering applications.}, + author = {Marco Scianna and Luigi Preziosi and Katarina Wolf}, + doi = {10.3934/mbe.2013.10.235}, + issn = {15471063}, + issue = {1}, + journal = {Mathematical Biosciences and Engineering}, + keywords = {Cell migration,Cellular Potts model,Extracellular matrix}, + month = {2}, + pages = {235-261}, + pmid = {23311371}, + title = {A cellular potts model simulating cell migration on and in matrix environments}, + volume = {10}, + year = {2013}, +} diff --git a/doc/research/research.pdf b/doc/research/research.pdf index 53616e5e7f38a718599ed8552462749c9ded732c..0b59933ebd27d41f15da6ce433295b16cb8b5059 100644 GIT binary patch delta 111821 zcmZU)Q*@vW&?Fq&nApz5wr$(CoytGyJzpZPha*q)m7Eq z{z1@rZLr7`N@5c9%na;s6myHiD{x8kkmwN1>`dHg#topY=um_3=0&*dpB4>DvdLj(^Zdt9L^yCwg@5j7@1s=`yT@HVHE>yBfj^B=q@T&s3 zyq-yaAALU#M0PC@oOorA?9%+Duf6737B0C-(T@Nh!2YkKJM!NoT~-a<|rNs@(LE z-Brg7z~TR&|pz#h7W@FX);=SNayNBotd`S?v++Y^LTs>RmQ-w$ywwFMvmc1zp8u zq9h2Q0%1UcUl{B)J*?QUyy6@6-0{+~N>ceg7dnVPcsW3XK5m*iJWPE*<#)OUD(;Nq z(D~11;Q^a3H#DoIRg5X?5{wB^sLmf$YvnC~T3vVfP=@mgCcl88{}=|H0fa%;q$9c= zj5(&pe7liPIGwYuBga-3u`EPGD0Q?y)qtX?lWt7lz^eIdXEP2ZN^U{W# z8f2VPgb9I6OpnFKCX@z)xM}SIKksv&_N2L4EgzEHJn13DK>Op5eF$uEB5BuwO29U) zTp8Y4!=((kQ76$3YfO%CTQ`lPUgG>!UGb)b?nbw68}=rMLXn=-RD=S$yK^|Iy5SnE z8g7>L&;!8@7!(01z)t_0^iHofMgaa%`59pg0#(hlB1L=ZdKn#Kp}&-(!8lI!Q=fN1JHdRSrI4hKs$1xbP}Vu~IanwmV<^jD zw04ctlyoYO?h-xL+}g%>FhCtE?zJBIX$XUL{?{FP!NV^0+;ThgZ$$gb*4_NZuS%6y z45Gf|n}qT5OryIcBawju3jQkx7E9;MSji{C+veVR3{i1Nh}-T-&NJc>O>5IK7-)Ej#L74hAD35X?Zcax^QBG`Kuh_4^Dth-Xn05D8LvOyA=try>lb$;DKO72wHnCRK1AA7iTS z*Rt_5sYM_u!`T%%@H}nrfA)A7%V!u64uTz;UVPY;mRYDmI9-}2l(6u0xz7ogPE(F zi@CA={}(x$*d%4cVnVR6aC ze$J62H;7%ME!A)&a@4<{@(z*|FX_ap8X`9N+pCDWa209(l=f+2D1 z3$tmCiZhIgTsJXbzxyaHxZ{FcT<<9Se;Go1+$V)c@W}=`f+p@B2Ys%t_2!0+nWQ@7 zh(%kT2_qSfgecdc$Vs3rJ3+BM`>rr@_9t(L4L%OKB-(P%gea%>MgNN=cEz|^4;rlZ z*9}*}`9r79G7Yx!%Q;Mo3_z{Pxfeqm60g!qrJ{x1k+_FxVpB0m6`_Kc(L0HNPhm*` zN8aO1WKBJ0MjoO6p*@r=v(JWYj$?foutJ9EHB;5wIT_70cB6Io=6^Knc?@@@hvB57 zIKu%0_Wbs@;-U}#hfx#@rWHoH%r{xlO)N`YVulePsDX7ZD-QgD1<*|$8<>4a4aSv_ zcSxm8_4eLz((f7!BOi7ZXdx3TxoqBTb8_RxWpihTbFJ8xW2dPg zcS_FssDj?(JoX54-6nRGiotB*$77yVYEMRrl_u7DA?NfzC=fs&I$-C8cC7THY+))t z9r-?icm_LdJU|oR1kn8H4`}zKZmwSNru3x<147ApP?DslLLLV?7vBtQBB^FweiNzp z3HJ$%-zO#yYsb#qgC87z^kYRxrOR-y>Sj{iKaGgb^f3prsm>)@7@Su_JubCcsnBl3 zTdQ~c!&H9CS*@vqSG%X#6KVB{dRoXTETMUu+@ftQQUo8Q1wJBOGv6w8s|S8pZ@S6A z4lOvg)jpTV|>)gX< zPZst&RG3JYl&p-c0r4@|h}t{K+H9}M%VS7Z+J)!xpD2%C2^wOFy4i_9)_+0V9a3mW z4GHcLHf0-8Fh^MF3;%v z4hQ@sgVsy(k{SYCTaF@2689!F&IznrtRoiB{%+x)wnCyptc*P;%e)Dvl$84f%K-By z?@`;%K!beKr{jZ%v$Nl4fgHLY9f>Bdw}0fWPZ`FGpFDH-`Ubm&lCYW{15 zRgUdHi^`~fmQ!nLPh8So%x`1!oAB4mo=64ANWy>Nj(M12ovg{s6T`0A(mmD#yaxzv z3$<%jyepY;Ti;rWuBQvAJuGZjg`$VE>@S*QfudzA+?9+U7^as(Mcwq0b<3AlD%LeL zql(~-tdgoKEE!NJZxY{|Srw)j-6i3q4Um=b<)df=#u3~9I?A&!@6;kX)lT#nSj zNO33Ih`m!(N*S$WGjyrs2Dy=X9x<_8Hc+u#u71&6FUz1#7d{f~I~6|v5b|$EVUlu; zD2Q(XjJu>NQ(^MIo1)>n{+IYB@gLBjK+wxJBm$Vt;utEl-VMqv4DH7JBnZw4Sfemw zl9^1rFeJ;k)<>D0O%jd-5blAY79*LwSf!&%UlXa&Y3Dt!R9t~&DXz=OaGZ&VM$)B& zVNGT5zE=|5x6W@b?_}_TZ^zjb-tJ+ISZPU(u~}|+)gRco(!plq94;=Z^|@&UBrhFh zOxA-v?`IGYz3c@NGK2ENyztAkwjykI`K-}iAvzFH6pY;e^!=jFP)0>b>!$ZBTs&%t zYNR-7v1HRwS`c{}Iflw+<7P%oo1R%2KnbOBCrg-t`@>lqZsLfo(-oT$=v6sw6XRD- z>9AJXP11192e&*tviPf!eHcF&P%TfHqkr=*!QEw^Tmli-M2d7D>U!=pvbV7%Ia!bL zZ^^eXFW^f_Md9n?^1&@@`nlPXVrr>BR^ME#2jwD!lGDS68o2G49W&6L@9#`;+0)G+ z^ULbaD)j^_p8?{|L7LrPo>c_3(YBn84&HK995U)(Fz8(WD|!*Se;R2Bpyk@~CpJcU z?gu*w%XvqxMyk*9`b{uvt^T^|`k9U4S$i5t4O(gp)A#YJr$6;EbUHt((UByc8gw|U z04y^i-s~lw@a@zR@^zFzg-Pr7%|%=IeK0ILdqhwrhsV?(fbWb<*2a(AH~O1C+K5KF-&4MWwH?9_AkKP}EPnOSt@a!b zGa%b2<1NMIr$rCMp#t`Q`)Afe>-cMGHRWyJ9!IK2UnIjC4!etSI5nn1s^sV0XSQK^ z$DK5HDzhaOa?--@28a`aiVT@KY>y2^X)z0ClYw>Ak}ZQSKr}fHxIHd)XMzxA(8Zw| zMx!gXF->(7ysBS^#(CSiu(>3v4*eroviwz6h24rX1#3kV;#)H*@ZF{_W0`gx zNqC_{wBPCw$^6;dVFI6bn*cp+6RC6^&HC-#J$w1qQ2q`GQ`C18iS_t$2aZ8+ zK=wPN3bN>!6iYY)!%>?(#le5we2`8jNyt|C{B+x`3^yG}BvWVT{!^72&ps9Wer;KN zdHw;{#0z}Y%{`>ra>sP^p=VQV{~Q!IDGg6Yt_n1Q4uC0`T9(}+DlQsRFI{T7jbm1lQ@KS1N|BSrD4V%+-NJSjZRkGfz&`gZpdB_U9!e^8J)|yy*}(9bIOh^P5>EH9Ww! zNR4(X`mxwcg@-@aouqw8XWq*#JN^nv?X z>g_7g!}bb>EG}i?KGx$N~U8hR4x{Aa72IVpB{>0*{rEwS}6U_@UiE}H$aG}4o#x9eno9qnpg@KuRp@#n4 zoZ%ro0%Yl39o~j!2O9@jZbT(19~*$hWb_{{^PG=8TST(>Q9g(ABXX{v)S!37OwR}w zt0c}-Ae-T~+!}^HmXXn5M*|>)mjesZrHy5f{TrCEW}N%uL&>q?-{B*}d8g2=9^Usi zs5}Ia_c2@X+2I|L4_jQFU)D7GIrL&u>R7LOel9QM|_KlFXbFCX#@{qxOai=;W4sZ@60Aq4zD4&{*0E$>c)OxIqI z2DcsgJO}vKAHkScFR1jqJPyL8Part3Zp|9AK1Kq|hud#fOZC*%RdP!KI|pNM*fP7fH+?dWXe9GH{_myoGS;$IOx)i4Y!^gjK`Ty^T$K z&13_ZZd`RE-#V?Yjd$+okS(;X1!L5xldiExmtnU@*JQyuZ_jvAB3oNtWO#W;jZ{KP zrVjDSc$fN-W#(~DMKX6kSYw!j*fAXz;7Eh{;#|3S=c`Y-o@-J0hoSLW2QlxK$dT5+ z^AV#>yQjwA^xfGqC97)8Mw*Jz)jN4uEx3xKVvL79l-a^t6mKoF3HH>#^Hq0E%z4qq zHEq$oh5c+w-Jlmgsj$sOd8K^}0B5w=&o$SGdc^DSa$Y%W2=w>QTK=m;ZeD``7?oxh zv~%$aUjyn8o|iOtlXm*sGX@L8QFdXz)eOB->XR(%iN+T4)o|`=F`(BSslyzT)=ulB z83NA}eP4jyP@e zRK%(X;~fJp<#0{0I1=+^)_IL_L?&GS3>UK8^G^m0hTIDIf1MsD>j79zX@aACOEv3@7wks#(?5*xDGE5_~$V)>0cdqM8DEcFd#`MgDnRu-<|DM>aZ=*EWzv zX5x!QY^|=0MAfJYpR5Mn|Kqxs%lYdH86HZIm|ZhJbGo^&!ET;F-1ZsnOodb zG#!{tjSdWhaQKMrW=xZE^uWDuk;Z2Gr~Dg5E1rB8IUZo=S6+EAnXQ@^r2JS07%!-^9Zpe{aNsstI{PcgYG={;6o7a;qS>aay6FN#aY(lebko`7@T@9?@#XAqwvhJnt((x>J2)C`^{V5;@OoPU7AybLgz~I1K zOBp8*(S8IPa;k=Bsq9ylbtqYvBAW~kiHgmHJrVBBVZq45;|{g3VUzoc9-CHX42ecN z{emhYc(fovzYRwRyztkh>i3;uYIbPF$bZA2LW?#P{M5W^VRQyDhH(& zbXb^z^ToPi+mdPEED{(q`S&7ThicFu9#mMHj@HS_kW%s$sEX>n!=wL8gT~v}4Q+k; zvPIcWZk(g8PBxk-8n-o?e+ubwVrbW+gCget-XLNN*{l$SArOiI9go(&FNKOkY95Y2 z=u*ZKDt6Efj>~DTvdDPS#pTae&P$StJ-a|{fr1H|9A@!S8B;ypO-&5pe_+Vcf2s&U zi2d4}#WNxcDA~L?YhK!^9Dp<8{}GQgWNp5N)n`dEPs|LYDwq|G?cp5e!=kL~iv=3+ zwF?}%z6nC##dcLJmCAO#!Qklav8b`e7_u9^$riGsNt>9P+>)!jQC7AnBsAm=EH%XY zFodU|mLMbRI{KcNRgKW*$gBq|HmfW-{=!|zVfT^)EugW#wx7HuwW1i$F^{lkdN7=13N`8p_y@Wimw$soXR&$y=>e+_()HwH#T;n0>^HRnta)#NYn3#^AJ!J3&lv zlcd@maW8t+!Nq;0@1o`Jgr*Kh&{q!@v&?9FMea_<<>Du zyGqoJuP>*8j4IuRDKZ6z{0>zH=_t5-*)>$&-C4RN(q~V(v$LtBqGqwK2?pzRFl1vI zcWl_ie&Hg&Aik(LGcVdTuNbWu1a0eqV#5sps3cAoo4c7hJOHB&!qH`KP849kAEsdB z;S~g8cb)hoHz^M{#4%i{4p_HRzOPq_Pw;pPdg;5@f6CWIep#COJ0m_Wk*mfK<7QDZ z{T->=E&KFJRiZRX)DU_MQKfJgqU$WZ-JJe2!587N&3PzRMbipp3a*S&GmLfo@f-?R zlex4#!?6fh4vS03A?1h)iv8P0kDc#Iy9CO_|K{REF#D8qa&~CcTnvWzu-LsbFsuUg zx=S;7c8L>Ha|rr5jJ@)6ujTw@c_*AX7hkTq5EA-1W8a0^*^XtiO3A1@5v(>i=>}VG zv1dN9D!-K|nu_gV1!TKlOGc$GqbCO7?)A(F{0b2xyx8pNv`6!sZo14bjX|={OqNjj zX>EH$~ zQXrL&8(Fz|)o<_{*KfD!rnL#@sFS)+x_Xb|)Rn{=N$ zBk92yy{uW7C1kyM;rg=ZE7uyFp5wo1{~bzE;l`+Z$IR)nw^?Uka2k5ByH-tNpU z0YVp}^F4nhdOC&wuIaX>IuumE-YYv8bUf?)S}S#m~5TGDpn=gj|g0 zH`b-{&{Y*mQh7+XSJ{gS@+C@HOgt~pxLnq@7n(3cXTdv6#qW7-FoitK+Xzc~eK1Wr zUKwqMcFylvL-`4_iCas~I{mdDv40lW+D!_aTP|D9|N8prf9XTrhmGFm*#eqjGtx~4 zH4`55VKa`rm6ep<2^+gaE7V-!0jo)`art_B;JdF;wXq3ll72*zt{w;7}B8X(YOtm<>kBl^Vy5n zsn3~1?P`}ck>>I_4WZK&N6KZs_RK9oYt?9^$ zsVJR>)*3ZQj_5af?Irpx_bFtJg_`-d&rYmgi$=fTOaID*@PdI42W!04p>cMs%YWv) z2F$migqS5>hudpBRRiy+bGV^UoScqXHI;h5WMM*#|E#rN`gLyCBzRHGCd#kV>E0w! zgt>z_3m)RudtI-$7^Hv5%kH}8>$Z3I_{aW=n_c%u*HQwDv;k$~-3#XpjZt;9brsbenlLIbc_q2) z^4pLK+b@fo9spjU1#ez#h|=|yldV_*6vIscNK8$?sd1%)Q(&IDx2kQY{gUT?aLs=W zK+>4@31UtL=TEaI%4Cgt1$qWHBgLWvXj7sE9nigWpxJQB(NpfAi~SJ=0c?o}6Z75EZ^pod_VK;?8;aE4?BF12Zy8N_d)SL$iN_A&_D`V-51> z=r}XU#r;f4ipr!y?g|HxSGT+a0}qd#iLSZC$f?UK8u~xrBdoMCGpNv%t(((Em%}H} zUW;Nq5j-c6Rc?d?YzPm?ID8giGr^OeZsOEJgQjD?A!DR>p3{ijDe2)8|IQ8~abLev zp9Kdd1GXNH59O;Zj6m&15nTin>%m*-G zc5|X%v2NxAdwI6IvpZ1=@Ly0CM{cg{p0bV)W!_&)7A}<0&!0VA6 z{)^$~vVTV$hs+-CBAm^>rh$0&%RF}kjS+S3oa@+0vC_UU$fxAx!TTW;x#ub73bndf zBYa0*xe{I3vEv1i!5@Zt-;+a2P*WdVVIHB=SqGC_`mvDIX; z&@~e3Hu?VD2p`c4LU#NPAWG$f_-Mvl#=9NLDQoOYKZXZy2cQf+klvf-y}_Fbqs25q z_)^(r%r1N(W9SD^KeoJ^*Ix|c>zl^08j`R=n9Bu zOoi|y{CwHACgh%f-3(R2kMaDF$o3ZlF z&5rI+76~y96=RT#ZT;cep!FpZ9JE+h#7o910S<|cuAiUvM5Z4m*f|2$T{a_ zvAHeisX8-|oYdA2gk2u}8?hG*o>z3nKxGGe(-O1VnSeinubw9*{h6P;eVV_@aPu?L zIwiyh70>qlg+4eNk~FX3my;-iNiTqzqt{X35ZnDZ=FtU zD&y7q4$Woxc*;*pN-}JH2BROEZwY_iJ3XsQJDVo`~P>!Ld?v<%*L69 ziUNuO$;`^a&YITm0!jtMJV7eqt*t@9?O!R>8x7~|U0rGL2{|EV?p-NWY0ax_Z0c-m zM*Z-#ckZ_1w!FUo{GRGg$}r=vV8S~W8;<}QIHrPXoN{2d46ogFZz z8yKe>xVlDguGQ7oZ_^WqA0Seo{C0F86ICFPRFd&O;i~^6u|n9HnqNNo%mT3>KCVz8 z(1L=D_jy+!&d?|;BlssUN>ClzLHGuaY|v}qY&lc*LJslY1^HMF9QI=L305Phkqc5@jqcMKpQ|l5?F*FPe9&y*)=e9{8O7_&JE$@sbo17iLoKP zFjv;ogYfkY^*0FUg^c>nFG1wJDf}x~$8H%-i+d5$LI2xh^z~2N8g}${e-k%2e=Oiw zIb0p=Ah-puaOr^3*@Tct#6l8! z1R#FXH`gC})BPMX4mDLZ98bW(*c0@$ZALKxJ$Vj3zEG?~4K*-CWeyIN(ff~J;K|eV z5m}))W2)0 zdiASK2p-r&cvBs}4SQjSHgvS4vh+W+#U(bxlbt(9j%@uo2M*x`-WlZA{ayWH7(CDq zT35&H37#HMWrwf)Wei{j(R~lpenPK%fg-FJj>duaeT^RXQWY)3HafX9g?*TQSw^i6 zHDjt#EMuHQ<(fym`L!LGlKF3xKSUe+hSiaEt>eME>$;L_^3%Nneb6=FoNH zA3<%Pc5vVMnhM3h+|SZG!IKo#!`|@g6!A-MhJMBAw(;IsD!uWD_@xb_!N%vw1+@wrA z{#UYV1%~g=;9s#0AnJa-pnoYUPH*<_ET>)0R{O?$2)@i(VnE!1WfalP@Mge=uKWva z+SZ6l@@lwZs(2p_P!^=Mw!}~}m=ms)CWeD2Xa=3GkGK_o)?qMw zOtdHe$eb0JB+;qheRopXuuO~bTfvt&>L28cmaY**3q;(Cf#KKt?js#6542@%H-2~# zUZbo`_^UR^+|Z;d*)9UIv=tBwrkUP7e{n@?>K`GupnfrWSA}rWwbZrj3WPWyh1!C3 zml^m4+w3D-*gU>VTT&?+@(So6+eDGL$E{?#?fV_c*c^1j7^fbSC--sD zOzz>SNxhE?gdOk5R3H}dmj8Av@RXD0S)z($zE6Jq{G;Zk{fPk_r@uq|L8ZrvvSC9X z&b+#CWZ{;eedBh@x@ObuI~B^8evk1DP)qCy5ba=IC$2NLFkc38c`?iTzY=|!oMVkf z<)z22=|dbOtlCS_;5z8lseMI?*P5ILD7ycEwM3OvAjWv&m2c20r*bpbb-IAR& zB~{TJUcnj|&Km;qSA3v!Ni=R`)$xY!@g!0W0>c%1o@!|Mtg4rRfBy8Dv4oiMs`f_g zJ$-D6Iy2|(;f>7^(CDA)ZBi&mQ7Iev2|P^i5(w52%$vnrT^2;Eq4&}?E37Z`G9!1E zk+fQ9SgYhAn-jdfa%2Rq(z07sL}J+aJrAiJOQ~v6xa&;e7C=iD#8A-rYZkRaTH$pATD5O{#YrxZiPu5~ZICMext{$dt=nT2Z|Df+ z^+Q$}e3m7hGpp!m%<=JAE-JiK#-*oLy{KJhEWiv-^%N!(N8j^#zLW~QneN4s!v7p{ zUQ4(@77B1K>VwEs)M&=Hk4sGt4}GTzzknX=qB;K%M;qgOASW|UxS_AV-5bnaG%?mbiSqA&S%V(vR|_=y)r>^I@apA zr0tU(^mIbHEm8clxB9Sp)S>_Dpyc}=bOu0?JG#DS5N|JgB~aH#*?*>;LTcDA7A-hS zzr`qTOXoS_DBezOksF5{9o+79j}|f{Iz%v6_OAEb)>0iz{dD6*(Y@PTG5nK>EP>My zuNZG3W&yS0ae;gJqO3b1C>+q*-MSbL*e9=PWuWyhiiLTl9eFAIUlf@& zA(bs3)i)XQpK?5@4YL4(pG08DK=tms3Su;iwiJj3dMhOVKgE<6`o9*Av|#VNgVg>B zn?@9QNHTBq53B7j8Fe>9^e=GvjrJG7bld)pyEt+O4b>-w-HM=|y!UhVI@x@>{RkG* zDob&gKwgcW%4fAe3D~jZJY_6mr0a%{4%;BeOBDqDvZHUxz9#@>^DN>ART!V&3+bA2 zi!i%PFiB_8tZ;m5l6NoD>4Dgzu@x%of{M2Y6C6H*i_+Id_UFnqb;3=cTuZl^edc$n zbxJ_6+{-h&1;v^+wEf@N%lEcNw0wULiA)d%e@nb%OSQ2NY@1=gu+ zfkPX!^YzWELuUX?3w4*~ z*P5gDSowJw>lD|73D3D+KbHOTPQG90d;rkTVn#Xg4j%z#TIK< z4AZ-F#+y|{bTsjhlRjii1S5L&o^OH6t{ZewmInY^I7L>U5q8Y75)w{Mydj6FA|x{*Lg&VF--x?B({69Sf0JmLE`JQtW#9v2}7giRE>- z_7hFEkVFw?ND_&0_MJ&?Jx*w>#}wnG%1;<7FBIyLALM<}-Mip$l&54|&G&lnB|Ch| z%gxayS+daQC7#}5hV=``F8OO5OiM9-*^=yBV$xtPknYu`_{THe z>c3~7)8Vh|R$+p*VVa((&^um7(mo9B!RNtXI1O?u?HoL?&PkO*F-MtD(1`GdjNUCH z&-&jyl)hM%r2!TbEq>qCD|iXpO^J>KM67^-Pot+al;l~p%3N98_y+5_lD9)4^o^6g zE0ub@W|qgI0*Z$$th~s;!{T&JAC`89FLWbGACrgzcsCF&L-~0lhFryyjtSoLbe%iNifCfSMyuLJcAzi)ClCFcF6X6jcWe#=fPFdw>QT^uvvAjv=px{=geXa{7k|w`S z!d0mX!k)|Tx@Ww76ubm}s4WL|NY z)HX?UoUsm_F9oY7dO}QGHDIqwhUG|fF{-RQW!J>R6fpf`NnExB#dwE0&z~OEX8J}g zg6<@~c$5imLUNX>$lWJXRRG|pf*f^+5f=Z++bg))*6-Ba!-$F>b$-8#)5Cb{F*n*P zE_c{+en&QqX@i&}C7n&8#5XrTlUVEfYr%9L9bMRPiyg&+aW9v@cQImDlKc7^YQUni zR5cI1%S!pY+TFJ=P^c^`HVAyr?DF3_?()z5sD!-aUt{PTlP%a$+yG)fg;rE@> z^-zzV^R&m!2sIMn^I2W23X;ryVRUcpdRcozcqrz6^VVn^OvHMpE1;>SmS{6uJZ?Hw zw!f3mepM)f}xZP3ss?UnRE5uLuSU!6Q|jXd^pLFEh3(?0 zO4_zOcg3v1RaVfMqcbVc%!ax*sd|!OS-$yk6J@st;>Rrn_65MLaeS?feg+E;iE<=O z8OfIDv_T9(KY-20mMAH129?j77Mg#duC}tPm($&remvJ^%~Y?iWjn4$u9a;&&b~mujhlM6%XH5f zqe6xDXEqKbBQZbu{xwcw*tpNQeCO5W1<`%jRgi-r>63F`OFl@Vh8@ z?;{_Hu!|uhes3Yhp&DoL%y%U2BUy*{6jKlfyP--XpPiP_p3`Z(%cMqcDo4kdX}e#f zY4w;BvVAZEPrmwN@zu{cQZlnVUCU*l)n{z^y!LfAR-yPE&1^q34 zKtfGhyw?4fMu`*qY_k>SRRAW22LfWpzdE~dR0RX#&dAEYot5Hcw?PmTk=s|wbk1{p z_ZpOh&rH-ZoeGAU5 zh5@;sLp7K%tN$|huq-~}HWj?C*$(H*F9j>RDgTMCc5;u)m1_#G(Zzs5 zm;QGW@zvsptbnt0yWH$w#n7wT2YhI8HaoVu4E<(vkE&Q*v#4&bSZN@boQp;#5+bZ~ zGJKG3Lr z^>1RIev^AUmRWjYW?uyAw*CUWa9A-PR2chL_28se$=v^9>mH&5ZNhB<$F`G> zZQHi3j+2gUeX-qfI(E{rZQHhOc5wc6*S%}q!5LHyYgmKY`>7WVG1#|5ud+L`U=^GH zW0$7ijM&!_TB963%qe#5!|UlKH#&GUMlb$raAssT>tF~zR~9solAgdbB_6Hf=Qf|S;B`Ii9 zBnrkq403~ZTj&Y$#g-?<0ert76kz!soHGmg6svsKW=*F^KP!n-B0*07xZo2cLjLJWF|9d55bc)c|OGNzn^o{rzJg#GlT0 zw%O@EJ{nT0qNKIrRyTb%F#}6QMSs$_6I?vyfPWo=7n5*Ne@~~*DP?v^P8BreyL?Q^ zc0hS4SK1#+r37thu#bzrZX6u6SP)y2=NP&4QN6d0*Bq&2J2IPQAzl>GiSSq`An$(1 z78O}z$%*r@5e7+6bP;b3E%~$L^kY>U(;>=xiC=PJ2Zg4GA0J$0X(wqc?Vx z)e_}n$UB=oGD24m`_UH>2TVT?O@$9p)85_pA`_Bi34lP0qs>3>X9>UD3|FLLjy>g8 zzCU?*LvX;+@Vebt!^^R!V2#ud2iMrjWNn<+q1L4xN<4^`?o`7h#o zN0tuTW#D8wBGzw-iG#KbY|6r=ilh&bbx@yfEp(0Y(RU3Dti%9?zz;9!PY5(b>k>6x z#@cXK%48lq8;@HsT;~|tJ^Z+CX~2@aIxV%geKyp4j<{c5M`$fS zdE3LaRLnI&QPJG$+)*4mQG#X^sb?$JTkp=McOdz=fffgmCb*7!R%aOhWBe^3uXkn; zTz4AzI84FSEKyUB`^^P&1r=k5p2~|xPv|!U%B*B6Oq^a-OnK|}TsTGGmG$zkdT+%g zKy2a2kvyOUtW`!1dLDzRcszFEy5}lo9D_p4PIORE`gcMo&r$KQ^^KmoAn{#K8b~y! z4PZTRTh&u>X&@h@Z}#>*3R2Ap;XRnZ_E?Xe#YOY zLH{N{V>P4fAzYnugb)cZX<{SxBo&ZQR(0;5vyuNGQj*PJ9<`rwBTFsaqC1cNWkQgf=ve&0U)byp0Z~k`ZDCJ7tCp|l!oi~Flvb<# zz60_RZ;p((p4QN)n>}%sh^D6CB>~k`dliKJ64bFvq!Gp+1R~t?Cp^N1()lf7Y}Q}u zjDHE*-N{j^q4etnG3wtql@EXWr}iMR#?D>4t(=+>o-+ z;&8>T^2RlYoQ1SIqez>60$;?jwAg~>7M({Y^-KgI$x&Kjf{n@Ni6smyOh5n(y`NFZ zV#MV3PEQ|xQfjeRQQl5fe34f0HVx0=@*MHy^K$QMOd!oX4r9~Ne_`lzS!ce;wyiqG zQcYTIJqUl_vq#itxf z=c6%tmdi}i#9U>WLUw-NRIQNw!>!LhL(J0uV=8u7Q{~`1hgpO3-8FR};CitpO@FX3 zxj)`17QeG&=}5cBV)UBEJ&Y!$nX;cDXF6wU1Yp z)-XM%wDQjElJoT4IZ>WZsK{Ve6%X6S@EdZLM6`LLvdyD>fL5t(YgEGU4UOCkiv7K! zm^nLg#&L9shXm(}1r}Ph{<0_F^^T8sFWnDlpGpqPVm9R+Z&`9X|6B>UQ}DB({*<0D zjYRnN(W>*Ikp0Cun^GAq`3P?cm!?*lMN>H?s%M-~#-t|ujD;iSwsiJ`1(;b@4?fZE zE4ZUlVx7(i$N-nM;GLA$7AJsumEvnHXk`|J4l9^zSl-`(0-Re5bspE&sSIoUS>{QJ zh0e5URHVcbBXCFg@|wd7Zu9Ii=)mNiXu^#rZjtokYaHrS8p}r1+_mmCUSb^de}zyJ zy!ChE?)?`b+V{tk#nz?@&cG)Arjo{uXT|nCW%o-krM10?4)7Ld&0}%-gj8tVN#N_% zhCg#z`Nw_a2|(~D#SM!<(QmGQOj|g6V{bS}Kh{C@DLQn7R~Wd+Z_)aO3kTh821$nK z3Jd5WA^o&HR4n!!I6d~A+o70gSKFVZ9l2<+$;818a+#`{_*r{2G-`ZV-1cfpPV<>? z*gA_Z%C%{Kf zCK;!h2R3Tjrelh`-|eE@fpx~j91F}d$aV$LchmQBa`aW>Rkf0;{D}=dP*QBP3Gp0eoG|d6vF_5 zr(#Y2J&^Yyg1u#m2K|Pe#TvslG zwWLHc9xd}Uu5oGe`w9LCP8yZ2Vu(RzZMI#WA`xw}a3&^w5up~CFoFdu`i!N8c8|lv z|8CuHF7C?x({CF^y12mp#rVfjVJBt*U$gg7W&TIS2 zk~^YIDe;#rgdn*qITe3OF8+h=Xx-!T{anihw}Sn0QN#+r20FF4&>R|-OVH0LYY5jS zuohWDa6V%ZHC(}HN;tG_8ILX3$nSG4YM^u5WvP1b$zgt#?WlRT9h7TY4J7n6kGNP` z58w;a;A|w*@5&gpMmteEFQRT-vwUPd{+*IUs9qa+t}~u(`QsMLHMM5jePJT=ax6Z8 z*^EO#*(=TVgrThv^$+P$1D!3|q;~iQuFvugR(!E^Xx)TSNxK;2$`!}$^l5Z{(&G?@ z!C`|ie!(#N(^p@6-%PyRA`ON_5xKe&B=F;!|27VRL4UZ`t9LoLTjZA>ZB}i4LqHSF zU(m}Y^UDh4F0&(Ub#8Bu%pgc1eCQ(u@-w`-ZncvEqVmp3NRCBDx(ZxO%DRpfJZkRs z^4`8I#51YO#El#RMb^@VaKvTk^X8_S%ijTKV9EbNMOQoSvY7>Me*E6%zL&p`#RnXi zdjK|u3Bh>$6Si+dcMg15DYq}4}ET7uc}k4tH}yQ&uSA)NFO=8=2XzY zxd%-nS>aZ#S`vchbUM=*{pumV`uv6Eq`p)%Mj1hRphXlS=4<57&&&GNL=A z6#84hEEknz8QbY;vwsGC-Wn++rweGz|8X;5opMFtW68BcG!jrqO^Imf#tjv{F-y-< zoW}CHT`NBLBRnzg=NwCRCGYA`4b9^22)q9jjWFmKrEw1#hbZ#rW`T5Xga=B@+iW0G zWQAptAuVriP!@b)D(&8miVp(SM>ZiDEeu&OO93JebRK;qQfgP&V>nUvInAc=IUu8EFH!T>(40_D+y`QWX6a}V5&MSxI(y2jCRAO4^ zj6a^97lLVVpc>TLwg%j&04Ps?pBa9o*y<|2)QhPz`ou}35_vjuv8Iwi`oo- zzXT>hOTKh)=f5OpyC>u~-;uwZ6FxG<&4=yk_JZk)N&|;C(y}?`U^W?^O1iNP#8m47Hvn0Uu)2mhHTqW+SRi_C#T4p;gES6KG*J zBty}2!v7Xrbt6s)E&{-9z!Mhj3)iz)jO0}j@!;180?nk>-RNS{BA~XH=aoq~y%$=f zeZ3&ob4(iGSybCRjl^W=tGT3cHaOjBlfLV9#gf0Y<4tm`Q#B|r*{J*ESU;5~k(`tE zff=>FmIv}~Ctp6*Ys2xakK%vq8wTL0p4f`|N)V;va%Vk-jzDX9bpm&t&%bVc8|^A| zW+sBu-<^_|)Ru7)k~j-*qc%L^MmNQD-h_fADFeBs;!!Mxz!?xZCVF{v81Sl_PxI5p zdpj&6k~ApuCiEWJc;L9PeXr33cc-Ph;*LPWVt!8@S?oeSL6)5DFm{xRnu6DSSr4nS z@n5;Q)6FQNH-P$(Y!j>OMUG>SA&PxnS!9@6D3?&9sY2+lx5c!rUS&wKCysDc5&m8_ zJnou%N0f6+chxhKTu=HlGK%o=gwXnTk zp@MU~I3!n&;yc?2D~Y=Od2(aFkW5V(-FdC2S9_Z1QAO*Q2~ana=k@QU?Iw}Ao@?B;g(LalXm-HX;dm2eGqHDBY`)&@W>%+ zS-`-q3f-a#qrAa!v^s7WgcS!{c(FjDBFX6#RA4JUk^MJ=I_s0e&T8JcR2MY-DEin` zphu*6enCNV6s0bmZK9RdN)$fDI?hJ5c`?e2BGB{o0b!c;KJ(D{5iU>8=w&cihHmgl z$rDDiV2eg)di+Q` z34mkNHDku;kYub2daQBy@3{BWn-~9ul7UW5mmyZ}maI@+UVVEkeFrBATxaW@L)(F~ z9EtR}Du1Pfa+_mW0+b&cy6=J@&%>9APd>PN7DHCp_lm{#CG5lDN7s_86?UO_AXdX; z*Stmj59v&me#VLEu()J+I_iS*e|wf^Z~@QL(dNgKrY=)= zczW+?Hpa&vS@Oo{?D48K`Z49g&a>GlJHoMZ@BM4!pReE<8m2dUAvIGb{shxmp8-Ca zKH0ckAifEio2-TCHaV7%{wVUJ_sz^-6T?{}xtQRhwg)0zB?;KNum+A-7GAj4(-g`o zg+=2y!^DoPa&}@>XH|7>TMCYfSsN@E;s2s<{qn6kXY?mY<&jO6l89d6X>Ls+9u!h) ztj{`fyU3g*Trsxy61)Z|-9apr5rirK(#2X>mwO(=Cfk)q7&U5ANIE)U`~|2Zx9*um4?L=Es>dr_`RLdEz$l z%=A}0+ghG18B9Teq05*iX>f7Y&Eu#+b?zPe;YYZGXrOmWs% ze%f6j+Q3NXXy|)mnHw9KlQS6}n?vlKcWAt7IO@GLesbsR7wr&H<}SuXcN(1i6?XpE z*Cs!1rxJV!Rxiz++-L^r-hByS0Cv)ui_jEEo71mJ>~h#uQ4cg96K5 z4+ow&MVW&aI=|13JvqfG{{>hs^D;;CyU!h~*QQ@jZo5g=yp!?=}i8NIL;G*x)KAFM(R`$(aD$po;pg zm)rfCBrB{b5A^=?VqEGn2}LK|WJRVjX88it4l#iZE5~?rij5A5PeoKRIS7x2 zFzHiVO7-ODw(>xBU6J;rONB??3lgGx`4KSZ{VNW#UHk!L#%Y z6jS4*0aWMEZG7|9tZE~sg95SZIUg)v(?grufD#S?(L|z!7gsr&8997vF_9m15huZjuef~TZg~sSuj%w zJeruN1sB1PHj}GIBSFxy%&4S(`^tA4>}#pXTp!Yu-^5k1alGEgCK{oX$Dq>5SZML^ zyF0Xzl3Q3j`Aqxc60Yr=wEAQ@tMV`{9eVLmW+u%n-m4K9vP1(4`E3;NU6unzhtg@a zWL;8xu4qoB04f!|KU4VRqeU*omdtVu*Q6@^5~M9Jlve)(_?uR1?$D~}Wh?F!1P2Z& zc+;QVM3j(FO;lEs{2+5EX2Dy9KbW5%hj(!XDBe&+A*?Gt(qy(pm&c~ew`>!wkz@j& z9d+-BozU5ZEUB(#XZ4P<*HPr!xM&eZw+6GS1@1(;N{O`Jl3_g<3 zi~ixrrNeapVc&uG+1zm|d_FlrUt)(JeQc1Ds-6)-gasHxin>mGaeXn8%DyyxN*&G= zEE{d(KvoMs`G*OKc&4w5H9S36qC}_D$qin3`$Pq8*w$cs+K^Yy2{Vk4*Pk8!ZG#Y{ zYbL>pyi7TVi=nr}EZDg@&~W_Fq0w+PmK@vKgtc5fZ@rl9P`5F+vb%zMdJbcqPi8s*ALrE z>-;Fc4MLaMYkX&zNBddJXi^*TIj5u-@7Q=@Q_)SylpcLCg_P)|n@>I(Y89js>`qt0 zW$~B{XbwpXMNr6gmOqATeAO}!DhH9V9*eu>VYa<6pcPxhZA<+4%RbqsOxcm~ToTbP z!0+6tj13Z3Nm%^N=-Oq@od^uM2vR|txr8rXP%wyB_J)HnOTW@^3tB;IO^B1ch68wJ z5!k1Gjc1DHgtvz6*qN4YEnN@JU~iS7x{4s^C95mFO^4N$f*-Ll8DxI!$Bb>S6gKpH zM~b%$W^@tm84-)(ZCv{_KH%;epWz8sfP(iw3ll+|9Ch}i=X2&Tz6L?~Et>}A+T`j&z zeign|eX0T?Swoh5Re-Cxl|?Ua>&v}lpLs352AkeR!WE*uq1mZytJR`iEA>F>kobfW z2~C7}zY(|HVYT*apgG-ei;jCWQ0@EI@ZVEXPhvxHjQ-1=ugj=@(F_jB{+`N$#wP>Z z%id?W8=4vH6HA%mf%53TLGB7_W`_Dh0dHv;xS&>?N+- z_(^yuuHqL;S2rY zTb)OcbWgk8Arb$h&&9*8CzjhA2-~8B#S2^8CvDnt5@#@Mz2)t!62jks)>Y2o7sJN$egMTcDje$a*A* zepPfN{P&M)D>}Qx5=Oc=!VCY5wF)I;m_vv^7@4fTghd}1Y|}#PKy6lqy_#9^)m2_y z2p-0gY8P*c5o2J^rpe!EWgCR6qwGbD`(m<)1!|A8AMh9VGHqgI7^=B4TllUWox+Yj zWER!j3S2e2ZUQvWs$zBx)}ix%A&$Y)e1s)4{MJg?_On03PLnG}Ci$GodPB#_iC*%$ z8s+(4At$WS>CKKU0V@eyzE23W16qokg1C|fNs$G(Zko>FqiXb9s_GQ6dXuVC{S)@z z(zVYuZS*lp;MmxPFA!}2Udvr*^>b~}v=2MNr*{Q1MbkjA?*;XM^-p=Zub=n0;D1w) zrEteHev{v(C%*=-?!u9cL!#eJeg{-?F1`Z)Z=CKY2?=OBIU7w3co@*PoI0?;Q5 z_Q_QIZy7oW{+vWid|Y$e9fgL{D)uk4d;2QO1-D&%4iJkAmaBeEL5t;XS(5juzarR> z6Qmw7c=6ch&28CowsVzn5^64HL1%dNq`DV(B%lXjp3Ye{g*&=%(nV@#4Z@cwunipZP~yCdFWNvJZlK&*(;WX0mq> z93=&N&cp(gnWc{Pztx-gyHclZ9qgMfoNNVzw?ms}_2FYcbP?C`@|^^o&Ha-(*#oGB z9&KF%OV28AJnGjV`Zp~7ox(JJx72O+AfAGJTOkEx1isxk ze&2o3C8T`z{E1aiAh^Vjz3TdV$pCV!*(@AT5P~0ESxQIHySjbJBxb6I9S$G^rXHqr zdZxdTgMk!#gai~#C>((K16c@L?H8St7B&<%-9`^L>lfy6;ne=KMFEn#yReTIc5BZ$ zdV@1mrvKws^qo++jp@y<@y&ywnZ3D##TPar8<&)%n-3ioS6<^PU@Iu@2$*3BYk}~g zqoY$nbAg;ffOu!>vVNrq15*>IuS^sVhWp4!-GXsQaUc)Kc*2HsF1sVhf8wL-_)vDw zFQFcv-b(iYRD3qJ-pTPrOe3(y+WPQ+=$~Q;?B85p+`un7r2xi-kyjS*^so1i&!TS@ zV+*9`W&>dI+ifsr-P*aIRkiUu|D#1!e6SCFS8Qe)F7KD|FDPazQ{6F%jhWfiE_zR#*a%^b&Ov^dnf%+EmHszz!tNGUUm9Nga7{MCl^SuoE{N`AK z`0{a+z_*?HssR+&mtIY=L#`NXzwHZCqC--sX647mmlp4L4(=V=-VLKIY|N3>ogM4m zFRVdl+1OYMncdwvpMy-_aVW6d z-2;#xMtCzp1-?0kKqR4jpjVKwd!cy@1KNVwHVvu9`v4>(j4!!Ihe1#yjJIHJ(3k=M z1v^0H5_unrIqEx>I|C#J4M1TFP`O7o0cRfn5Fx@n{K|_*xCdsXphA04SES^Ng(4t( z%kH7;z;HCa^WxL-0J7`&^kIN(`M=#gjtKnUO4mcnRQTc{^82pIJJeN*$MXHd-xjm5E#)7Pz&}H4Xs#20+c#bN1KhuH;ND^MdCp&sNopeA<~e>SeDa*= zHaLDtXjkg2`8$B9Y2!0+lBnsMY;i5!Afs zc{OCBC!R&Oglp;CH5&h6@+nYskgtie6YTGh^iB1aV}ZxfHB;|Wx`B@73g@PvISYh6 zWIK*a6OEt8aW7TP!p&9AIN5-^dg|3X|9d#W9uQB-=yGo@w))#wUSPWSP83oL@n|jj zFV`?z&<0{Xpe4wCBH@Im&548tGf&79LE3xyoBErBu(`Ih({O+U{##X0j;NBb5L=s7 zD#sy7AYKgYNLC3(EZBW7lHbGU1s!1UIM0@*OvIXgAx~{umHPFY;@WB3r%E+;s2Dm8 zK?^z@_XkkXZxDXRh>7uTx(8k;_FiIMgCg(ae;pnRox%y!*bcyo%)y*?{nz z^I>*It*6?NopWL$ncmVSBYtD2_jJ;lmc@W5H}+9=uonHzX+<0TiBX@(kCp$b)2X+Q zU*sD~BrWPe%0I*R!po!aYEd7*Y%2^_eIXrI!;sd+{0A6iuBRcMD{5!d>QP?RrKrt)EdTqOX8#YB!7n%%aot zVB@sLgQ0jrd{6$;aBwop#?t2v+Q7E7(zI!j9%k64(`3a42(eb8vdF#jll>I*!=g3c zMJ0*X|H%SLj)~6qYr5KKNuKdC(hMiJ`#ROQcVGK&4%wlc+CT~s4~Z3k0pm2B-(RH; zgV#SPBe9A^IfY@lTzB2oK#yZpq@V^olzH`R2KrbL%dKAJZZB`ls~e#(l+33u@oBB@ zP>o((+89en1pPtB>a6DwcRFMEjjU$f%@lqU^}wq2M7yPX%DE<32 zP_azI(ZwJy^}wTnJ~|6P&LqIf(w}y?(8!GDq`n)nvL^|;Jj)2)C}zrj)GW<-eTr=$WL(DEn&`ljzjNraz z=z{x{CuG%SsQh15FGIN8=Oep`?suUlmJPF{JiKt7ILgF5Pca8@3~oq*{d~{9qsON4 zi29?U6`I)1l@<0%Fw2B5BxHpGA`U|4Vl9*=AmnYW6nN|Mh;mE|pC}6dXU!O%aE4IV z2$DFDTE=~Q4c$=B>4cZ2vlNT~Hw}*`$|2iUuY~d1w9?6la~E2-s{UY8tGzx;XHSD| zd3*YMoH&Kh*-9GNAom6x?7g@37>3U{fb?d)V~5>4=kV~0feXl0I~i}Gx8V@UeO~>6 z6IBRWl_dxl4Q;+6y(7_3x6m;5j2LYD79Ez3fC+A5~c zDYVO=gg~N{Z@a;Q9CBrh#u>x*j2E1FgW(;9a?k*-rVvxg-BDi**!hB*#TI7dh322$}4^^4c$rk+P)$ zE6jLRnqLaA7mNI7^eH@0oV~#N7L6^<9TiE4oa~gHP+uWVi#{q4X~RU8Agw=?=axUq zNLuUEC|u515X3A?kNfkx>-k;DSIxDrgcL2`Z32&?*_t#V8!iL0Ns7}6Wrm*#S62si<`}viI=n7(5Xh#x=)FPdNTx8=E=ydTL^57U z&tO1imc{_|Y)S#XO@|}B&em#U>?o}0q#Oj)`H^@>lc7^2H{C+QK9es3EM&)xzr)li zzd%nC=3lY05YZ`3n{MIC(=v0My>n0fHUS6Wm)ZzC23p{Mf+dACJqDdKMLkU&d`t9&vkyHmaBx)w%;S&x|<*n+Ox$g{YzA1OQCEp<)9wVn?_*Zh9Z=!w|?BP58 zR=Z3;rP|E{p9wWO*X|4j{1glZ!!_MdWS{! zcL!$un|?G89~HwyJh!#WQosK>u^0a=j~Ahj2?*c-yo4lD=^?QTZ&5hAz=cQ7zXizL z+^33#^bk7y9!kf3%$%Ka@l4cuTdfFOAtz)^n7wwR)6#Q%!7FH67Ux5qZAW~Y8{T5g zBKx8V`FuR#&Zg`6O6<#?)xiOdW6;#gYU?^sk>FfE8}AhUoMkowYzdN5mi;{3wT+b~ z3{P+^NrlE z*7>gYrX`E*k4bxvHN1G;&I$P={r=x|go|c*u3p4+TU2)jqA#Wp9Aub;1xGAa>nJvu z#8uNXhm$o^6vsGn5PJZ;$Z!vLo_yR7JSCKqDpLFC5BH^>C#3m{!Re5{`rifp>DQB* zuD+fz6yNHZQ5?ugZPa^vLcU05r7;UV_YSjXDw(f`+z5Crt*ehyZIX`KG=1D=5MHW` z8A*ir-_V=MG?dm}kLLoFMGkd%)YqWq!?OOJe#mFFfgsu+w%Y)hIia5gym+s7Z^fWk zT6kxHu4rs}wETKHtH0iWnnNuz`=yIf>AJVp1EO3Ll)Xt)(8RFq<^yIufZZm28)ZJZ z#KamT(OzW}xcTYWX%kMiRzpXwx~9e@d2RUL%=fI#wNU^z>HlPzZ?@& zi;!vLOqmkm<`s_bdM?1+2Y+*VSU^h4Z?EFzK6h1r-ma8XWaYcnwwmI^$r#rajhq>&<(EGL~T*&;=jLdnoeCHqiLA#~=v-T8Uc zn0Tb`I(A|sYYJb<+@-_kat-&SR3$f~>IxO$ba8%jk#}5Z$$+ZLzIdB^OH%6bJ(zh+ zfBalT4}y)^xxH>Xcx5G+l~`2qCt`BZWIL=&y8?D2*ssc@!RIfc+hS!L*(2sWs9^+D zG8mra;^?yHZB<{@1{6(BL3t+$jO#cEY*gD%mT)`JhIj2Mu0?0Ir95x4b$661hJh~Rtn~O`S2yR!SgVS?s!2x z*a398{;fDSE(DAoGR;%g;u$SFqj~O!HSPr1@p8fUxJ@}jbMQG^=MVFSM5ZD#?-faY ztY0yXJx2kxt7Zq1Ue}3{_qq>DbSUEc9=fCLrU3W^Rm}1ssG(Kn6O=9L91SQ_AA-aH zs`4mObB!ev{|1d4pr9U+Ktv7VB{F{wSPrOo85+%(BqyB{JE*ndUT+=!31>I0p7zRw^JU*2?Qbg+7WGiu(8U}E~}E@u;)<)mDPRn@MAKQ zht!#W`n5BApi>>+R*UOQrgf(x*AlJY19~;5FVRQzT$g<^|4*2%%PVGKWdDqDbrLxR z?&@lkztD@Qy&eUXCs{!bWsAf7A0Ta1)eNF9K}zPO;-084o$t0|+3B30L64+9i4g{o z{9h^^Z%L}m0j~a+*mv6pamstxC@nU|Vu}J4n+CX<;*LENtMUPr^nTR7i?fmNlO1#u zWWWX9rW~PX_R|TLVnvqp`jwF15>1Hd@gb z!Q+wfg0yZ-i$VeBfoKnZIlk#9sX>li+pC&3HrSRcmSfpaq^VNSt$QIWMC!BoglTRB zT)^sGn^7U=Pdu~awAlw?3m{mg^_1<$mje3|mg@u?o$0V1yRKV19LDgo=H+2J`N0Wo z8C)f!iM%lG_)b$fB~kBzw3c%e_mwqSd=(~>S^758ThngcL01!6ALl_P5|&jEMphDb zB3`yP-Y2V|$8)R8V`DcPf)b}bx}8lw`V%B~2Tk9Yb5tAD{LBZ}3!rB^d=BEnc&G^N z*cAc!AtmrDZ}BJTGRxhDTVel{O^sV$GwBawE2?4Vw6XPn1}Zl6Wj5V|DJx6_G&+30tBj~X2D7lT zhr!;0gPX5!kjX!X!0ZI?nvewC$w=(51j+m z!Z&aQQkeAvaM!0rpbNchbgSUZdVwWr!4(V(+5NSI(z=p*iJiDY2#z3JdNhuYlEK;jHu}j>xwlB5wnTvHRp##?vDZQptAVA=Bex1tNeBaJT@U zz^I1oI$$Q@Wp!bHBIuhxX!SE;$GPtMzcGL7g5wWfw(Y^D0zjg|d0n&T^zhrf5-)@} zfA#9M#Wm|d7j6A;NVO8zKm$LuqYaJ(pL!XO-9m;iQb$|(ePo1N%t)Dbx*GeoQuMN; zP?cP$y0ezHX|INmtnC&;U1cDSdmxQb7UirRIB=i#5dPOPACG$7E8x$QkGHjmob`nP^69`>s=h|4* ziWbv@qS%s0l6l}SDELA?epI9}@Ya<*)5K&YrU47xU$C(_ElyRs``yHDI;Hvf|AZA9 z-GPAteLcM+R@XQ!YP#_GgkEyk?so|O<+ev`g4>oRJ4olhZsyeB@iKp!c2E6t<>Brs zaB{$Y_=7kfqJEh}1xj1}Yc}tnZb6I1h`!Qo8{E^{N^V1X_s&P^r~#dI^KvB5ygO%B|R8jtt36Gw~IAoICfpwBZaRvE@ZY9=L~4_-w86JjCuV` z)^R0&2t#Aa2T^3$;)h7KR6ZqRV^@%kbI0AA|23wEJM7}gDx}iSy&q<`!#|h}0t0xh zd3)|z5ae|5Z&n)&4vIq?#@t!M9(}mwST5oGJ+z>Z)3E$I_KEqjyn^r~TIsD^4fiMI z0Sd`4_#YGY{J|$d%2=QMXg)hGt#8*4tqle86Mlr<5&z$3$jlfTGsY9K*0qMhhqsum z7ZjhbRgbUXh!xBV zB|98U6VN@ zVN;NaJHIiQoTbFXnboyTs81T&k%6A({)MD{a+Y1EtcsuKu zF3|$_CH5Ute1f1oSJF;gm32!<#isA+94nDgnu!UJ-H()%Q4%wpTZD_9K_Mx->2JD%8;@If#Yj=gD4-)UH!j}aq+Tpr+P=cdk$kf)31*AQIimyc%wrz(#sF`$?hO75NN zWI&O_8(|$6694zezpcd(-Wt&ssq3y13F;&+OgM1uNjbHKUI2dL+;RO?$2A!Ku|GJ4 z!i6w&_m4k>kpxcP6q?c}KNt0ar6J&8xcts3<*6Yfc>Qqp=D(M4iq9!~9NewFmUWJ; z0g(KBdpK2C#!3Qh@asv+?n9helz3cAVmm>24j(62AAg-fC%FSFq@VWvZWO zwtsE#FC-57G8=E`)P%9KcDXnysUK**1&F zH(l788|`$Vs#Va^p#1P3NfaINE!e87b3<6=QsDj9H^2Z}D8hy|=LKRc`RqyF`5Cr2 z%d)kh>I6;4yzcsZ?ldcnWza~-aoyNHsykNKj83F#7{`WOLmQJR8>+gC_N|@T`_Coi z!{+OPkSm^+6yv7zPtSnX$b!Z7JQUov2woZ?pRGHj+1Vz?$21Qk{PL$=!I!OmCQ5-)f zjJw`#Yz0QNb=1-e`qHx9l?mm5?mnfrK~64ODJFf| z3A*8e*B^a;@uK4`m|3x?A;QX?<8)k$eo}?*9n4kGI2ITSv4R-rsU!L&aYo?gfKxuH z2%j!cA1L1_Ac&jSIBTf;NFrdh3ZlUPhkI8G+Akoelh`5TT(&$+Q<bKxe(ITM6qbFi3MENS!1 z^|!xpbjAIcHP)i?_C!1=;<#xg_p=p?9$?wwK6JT5l*%lacuU76l~K-EdQoA9qt#q; zD!DyW__w-JVKm>#In-orG1Q0u?cBESks&OW?{i=F;~NIJWeGe;Sz*))&p02Nh# zhV6p|Bf$O3)U&9XE`Rg0%ktOgq+_wKgxGP#T&LS6O{P?0N=o-mTcCy}mO)f+L~FJn zl0G|zWMZy5!oL2*v&N#;+^Fz+sme>w~aC!~ZfRCtbVDj3k9nLZgM!>HVq0 zXg~Ga#d_dmw*PJkq28n`P>+#46v(8U)q7zv^}JEuWs<_8zia4vKG4qabBRI74#Zra zfSucUo7eKxJ$jZtKV(ob@ky&{KFq=sLM%&22K(E?5S>BQT>C}pO_cw7&Usbn!Vk^J zV{|iMRg7-hts5GLDW?r9kO$>-p^l0V6M0qod_^L8uur`7jrHyX-mbv34;>8)a7cJ%5D$2~3MAaKyx4q&qiRdkX>AhI)aR+m1H zoPT7$-gv`FRTtt2qszz(J)ZR;>5w_k%zZJ-J1bk6=OI2TyxuY&2fe4@vbVvAR_TND zD^?$x-761tg+^}Qh<(x5kljQ~-@qOrv^tS7T6`~OHRM|V>FFA74RBU%ix}2zPKWD^ zA;&a?!roEENPdCo0u3E$GAQo-FokyW<;K4a2w&!-%Hqx)EY+l^Cml~h{R_?KC^NL z=hpEfPq_Y4OgF|30A!F{n+@oLb3YXH(%WBhVaSv$wJxypr_k356NV&n%0zRL3f^Cz ztR=|p|8@1{Bur8N{LTBS9cOY-b@HJ9?riICK{)siHgOgoGPD7?GWCoOyx_}tUctcL z{*MDGLacuG1|A4Jhm#JIZ1a~siBf%3nDc2ZwcW!QwYh$hE7>8DUyg7eNv;+|}j7Ehul z?pce%O6x_NXBjYb@#8=wh8zq(W>^#h^#7RPx+^30KyDr68fnMa`&;D_^=JG!;jLSlb}JacPod?55~5k~nu z#?EG|=->M6eCk>CpBqn)*MYaLCcLf85lJ<@uGiHo-~Z!q3xM%(=D8OUL^3~Q47%v> zjOJ*7Y+hsvLh!eUq`nJO+_@H0G4I5U{9v=S2|BNGbxeob8;ZJ46)Yq9#RSQBj=krK(OJVG$>GlYw2PJAE7XBc$8>({h? z^rl1H`4Q{nmF4Z&MN+nxZiHhqDUfV!wYuSX|>Y2r6lzLJ#2>mh@r?7TNM&6q*Bw zNOWyWB<`yK99so8NITJ`m%Ya&DUWXl_zO~y^dczLZV{ALQn2bOaBvg~yx4B>FRx=R zpwwi(?u16ldHx~Jg4o9IvYv6G2y+qN@tGO=xY z!e1t~ZQHhOPi#+Y=Y9U~?pE!^-gH%;>%Qo&KA-RD%q)TC<0p^2(IjAxw0by2ybS8? zruH4e_YmAw&_PJL{DjEqzkkBKI7tbQPduuA~HSm$1MFDrqw4xrTbUZyI&(Sbciyen+e3 z7W(R+60aEiF+s6}uBD+Qyd9&Glje!!!=pVI;$m2qQm2t>V4KVujuJz;UH>NVZUpi< z!91!}BP%FXkXqMlF-F&_rk(~19nSUDuWs)+a-GgSh0X`L=78%G;S zeQQ%6Om#2ym8KpBGzvYthuR-A5&`m|->Pcp&%I$KY3+C&JdbbolF%i8?NrElRu5dEo5w@ptX!4}blQkHzf_YLT}g4zA>EW{+7*ji%;$Yf z8OE9V%@7VtI>VM9k*7hT&bcelxixfd*2aZuBen>Y{te4c zb4WAmYA7y55%F%yL--2^L~Hv=|GgYew4$(5m~ znNky`Hg&N!hBa+74w=GRU2qUVA$7*o#U`*9^P2cDYmiF)JB ze7i%XfIyp})rapb8rEZVL|t04;$l4m5`2Az+vy|UvPV5P+1eY}H4(&G-DP|%o*hhc zxJxO5p$yid&6taAI^#axwNKzZ1GXLt1+N`9bwniEpQf$yRb-$Q`BYR7uD_58-6lu# ze(iP1D+v!~S#e1HM;Pa%s1>n@<0vDRo2^$%t|Qr-_vgL{Ca}P6&74NXY1-2qbk+flrU+_zbX<7FVhCpVIFk+{iZ>QA2}s2__Aw+yWQ%Pz@#rw)OGXCs zF=6Z9>C03SmptX`UU2>>J_%H{Z-z~nud&j!<) z3DbU=((Pg$>MNMqc2Ou;vTs{O4!Z3k!L5deg5&>S;~XUI;&9rp4|U72|Fp{Mg=z*RqDB2QE;rL&zy zv&wM86#;^hnMYUHMV@H#IMH!Uo7pOi@;8iRHIJ!azAtzWGq4C@hGuX%{v4XyM(Dq* zv-nvdpdHJ=VIRlvE(FA;&D74f9=@Y@etvc{;OZ>Q6R+cGL4j+R$m;* z?L-($CPzp!K38?s+l?`In3rLN^<(0}3S?NHr2r;f)UanCSkZ$TrMDO(4_+iw6d)CI z(eu=lJc=^xtlL32>tspW@4S!uQsvH%9EszCw}1*%HNbJ4is_iO`NNo1lUW~i=y6WW z!k~;DY|Edk=zMXgyiS$G;%~++GGxyvJz+_@%{fD$3kqZDIIV*;pa-&rUS0z?tqoQH z3#hG%H@dDyXc_b$+u^faN8z>7mqp>^+PEXNUSglGn^I%S?3dT1b#Oz&)87OTv3(%# zeSpYIqxzMYKc#rmLG?&>0FmTw?57H+F?jtZW!d=4+g!KxwqVhEs2w6)>Dkq#ds49T z5ApUhoR3t<`F?TB(9`EvZRRjEs~`&$fYgV+TEIhLxYG(RS;nIxNjZnxq+|+zY6{uM zph;eMqMq%+OHSNqU{s$@;ieCr6hesa@Ri#Pxot)st366CUEP-jWNyc1E%Lv!kB<24 zF=*sPg}9yJID0#l<*n6KPQm)@g+)$_r&(XC8v+r@{L$$^fhF0ntMomDNG_j2Kr6C; zOwj>!Qh=u{2?^UG_x-3uAW`VF2x89qRsUV^jt)Vh2G=Rn;QMqXb3PP8B@xvhWSFVt zOYh~5WALUiXhOAYDkm7`#dP*)xU(hc@V_yWUiFO*s>?anK87Es2zG=oeTs!>B6nDO z&W#_lj;?j{AME$=8b|ddv`m<%09f1C$)%zLSu1`~{)4Inf_OGR($x9Cw!-XjFr@deBM80CyNpLFf*DDHuegNk z^h069X2@5H@E zRFKDsq*B(Mf9f$dE#DIjO~@4o<$-|{W}C0_rkD<#blOu&;m-UqT(MexA}W)0;nbvS zP`Tldmc4cfHNK~Ww98Ia=QvIuQ!4SMcQYr{@7ZWfhauSF^3bTRD|qV zd^Ty7XJFvYG{)Jvbu6XgO1;y+NeN@cZD-Z1I#rrOReRL%VL3ZC_SG*VZZs5_g&+dz zPTpN7JO@Im_F0`>7)8z!N^2LaZg@661j{-p-8|ZCW)$|8FXJf+V3UnX8BD|lNaJHkJ6{sj5~IhQtV8A24fonm;K zchq9G?HPCtJ>AUW_lWC7y5Fb$)?AZ2DJS*h_oZl84Q0KNBTl^l{z&^vJDH)liW~Y3E@AM1 zyWO&fo^^BW?cHZmXflXA*8=a160L=l#ZnMn43 zOomCX!L896OPAiCl34V3X8W`_O_OX(Rb#i|`v+D)mUTXEbwlyZJ02z%@w(u{Fl0Z; zd37@y=x*)mEnoCO!ZE9d!Spo5mYYN!tB9Uu$KF*pYKexCzVh94A~9TXRH(OkV|T;mA93m| zD*^$)VPxFlr>m1All5=xuW&ic2a{O?;b_6QSa2HXAE7ijJOo}#acV-4(smQ{&_xhO zjPg7e3Da9uQ6=SN3FUct6dyS>1zN6x#bXt#AvgEVS(g~-R0**A;s<^0Q_~ftT5Uo- z0Uys!;0LoviU}C{6dKYflGO1~gYu*abH5k?-;&D-5i03BIVZz`1JHz$Yy2EqJehTF zv18Nb@O@`RM1ux>SJai#9gl}YS&2N>65==^0yd3EZG0w`oDbVgIZ4cpwI%5LxHTST zO4!|>U;U~nA_`3d#5}r>uX8)2EZ_#hjx7FZ;|KT`V@_bHL#%@qH3>>@et$ndv_#B- zT+c$(p3A5F_JU(;ax&Px@+L}zdIu`F_sqN6EQK*wx}PJmzm}nSS$I-N|LN{LdVZuf zgm4FvicFT&1%oN+iAuW$Rz$U(|75i#QZ*_gO&42Mxa12|HQ+Nna4qymz80^IiC=1* zPyTqc5#$&J-4@RP))TistgK|!Wu2=iJ1FDfa*38JG0llLG^XM& z!Fn#d=2;<*;zk|=`^SnPyLeTDPbgFbIYX@Cy%7=24)?ET2VAfzEsesbt=R;US%&>p z$ckCIngzsaR?%-SoAGp&`dpU+8VH1>pV0meW83!SYUt`)>aVY*2;7CE+S23!Z@6(i zQvxX%w`(N23|1_eaHGE^_zZ+`cxk1`5UBZVsekJR)8dt|4Q8+4`|cCz7!mM~=@w7z zu3zZLDA*EP&=z)~fkzyZmB$WCFO2fXIbp-j29vG}7#CEKxZiR9!*lNQ3JK}_ZKm7M zFCyo_NPx*?@mHF6}*U~_BM+=y^+C3J0RY37kHdC;KFX?xOCAFRa($caCPGCkQB ze|XR0O3)a~|Bxq9=;>??aWd*??4qHv6xV{odtX zKppB8`zXW4OYxTr0Kogz{r3~BK&9$7*}i}BCy@MQ>SRXs<)CS&g#jj1%`5qU)$I|V z>jv+bN_9}2r*n~hVIhQq*nH8UTVJ`eo)2{Vs}@zw@c9`(h!Cf|7+f13S>;#O3<4xF zKhE%TP6B^}{lpdV)H3&>i~-K!B|e)UmZo{FF0%29jCA8QAUw=>Q25&nc#d7Pkx1kr z8~k?bTVyAlmXje(-4{T9WvkH|*hGKbS2PTBI;+wn?FC@J{?E8^CwOyj6 zhfRX%v6)W+@H;*`NAp@IS5Yz=mf1gI80gO5Nz!84%;+6xvs6XOe_iGN8RKB*)9#Xp zr42!#9GOCuRnyZ6YDah!(4jD3e}zllRJg*q94k^0MNZ}3 zY_mEGu=ApTEO6EOxTHzAGLmXm|#C-b$2%l_-+htI_T`p2LZ%IqoDpU}D?Ar0dHQ}N8l5+&m0vH8d}MOSJPv#f8!KjHbop<{;@jix zO0uO@sLG1uW#;-iTIQw!1XfFSC*3QOf&pa)1a?7K9(y?5d*Voo zi5hPi&-Xs?MO&lWEl!-92|qo!=st^pwO9gZMIA&_Z_7wZI!pzxB`e63s@$|L z1c(9VpCDTJk-TnJr&(=EgqPAs5T&CeQrf}rI4F9a#zQubqr^ldG?Yh|4?m-gxnQJP z*liyslm8uO*}iv`L&?CVPZb(=wNA51J8HfsAS(w>)mA-C{}i#q_&4^|!xQ@tSSFt1 zIialEwCb|q{4e-5K{e31hx`-l3S4*8LxMq>VgE~}$ZtSK$#&JI(6n_AjcSmB2;d1@kQXthZT zz7SHUp|s;IN-l)u>7=*gFH3SG?C?bFlTC&1(lM3>1#TWJyVw{UJ}EQ%B(=y);%%zCjO)UK$H_ZKtcx=;W!$PH z^QrZnR$-XZx+BFIsB5=OC-<~tIeKi*+S|ZjCwf(Dk*-M8>lwG)=WFH!@>IG7opy3M zEz|aAL{j^!j8PbRrZ@La{Du2F zfKIYCiV|t)wBb;>3UlkI;J_l`<8OUnV2-V&F=)ZR?X7j}^~E=bLORae3uL(}n6=A; z;;}DRQzs*5Ya0rb=V2NH;8T8cU+2Dq{Y~I2=ACCT-I0@u+`*XROr98KQI(T2kXjz} zn~?DIGS-id&`=t31iGa930GRjX2=tB>5`CUPa9*oiqmKl&{v9LxE$6~g#&$3)oJeC z!?!=!wBmD<#Jv!$1I_62LHicSwsVa#Tmze$Lb-my!JwFn3!H3m_7lTv%1rReGM=~T>|c%e7a;TWknHhs z@+xuPor-A_Hr&eME&fgWq>22P`dNxd2&jYC<`b$THk;X)RS+NI)1ZSx{&7> z^VB0(PrIMGO;7Ax6lR+P>_z*;>k(bWDv+B-iI^-AY|?_GBECN5k?ACXpdA&*b92vY zW{vQ`TJ;%VzQmG4AH9_N(R?|rXlAxWi8S8Ye`y;2^!l-{2_o_BM%vHo%-xiG$B}xD zva6iO`u9@Q8LvFW*g%SxT7SE=`7y*xQTMc+QlCfEpU@GZDXL_aJ44V%L0XuY2`}hd}YP!^m(5S-zDcN?Myd`L9oQmfN#` zEY6QWs&as1%AmNGf9x%JM~5J&1rgthEv&3v#DQo)S(_l=U8qSNW)64PSYtkL| z4C5p_R(5r{tVccgEor=w4C!A`V1rqCXw!th5}__3k40cS+%H`W3}4qCjGR4^YJ4h& zG1`)J{;V;2B&e-Bp!=4&9P#^^v4Sm_U%)8>&0TQ)dRkNB0oIyp{i-ed8-5b{i~@Iw z@C2!{OH5RX&!OffkgJCWe+K5P`)#oQ-sy6rX{I%7#htj@s8-^7rw z3@FOb`u=fT-1h$e0P39oPoR#%$^L%{bq+3Op8qY>xtN)m|CdmYdIonr)VUvpADtOe zA8oPAM57|uaHnjcxX%pC0hR_YzAXkhUSpWE;r0Bcg!rHnrUfm-v^f0|DkvA4y_E3LmUv+C-;&W$HRgrq#T8m zV@yV(@UMGJVKX^I!{g)QqIYjT;nkI;@da#4=s4&O&9rqtQ+B9z5Y@|Q26;XHZz>3k z+~CMa@E>G_ot=E(b1Uin+vB?a8359*{h2YS5{nzBn==~+=!Y7+FsP-?Tkbmc?ii>w zX3ETWL)m&}dmDJR94HYyXUa&4`wWq{?xmbuHVDxfXvKmvhy=7sC%`lLIr#_a=6Vs7 znT`3IYqQtm8)IzY>Uvt(#Kc<%IxoAlIGd+$YGDLDkD6q3cYjY58e~2F12}?da%%Zr z{ox9(y$%vBi2t>M1o0Dw4&0xJ;;U2G!h}i|8p{I8LN>EE!t{e~YLq8(BRy<=V?ATN zoqO=JSaE7$eCg$2R{-bx-lzKVV(YT&JJLMGozfh@Fy24!E3>yaJGG`|cycI>rDzkf zIWA!Yai?Td;QVj8bU9hy5-_+La9fLRor6>Y;H7_Sf0YgV-RR#2HGEPIE3Yk1KN}U| zcCg6Hr0E+TUtaqAo*VK_!EJ8tA6{G!-#50jxqx(~_z-KR(g@s2!Evd>#tfh@u6+--RUVP;D4k#7&DubGZ?qf z_RE(8K1JS9uiJ-7Wm9&#z;3N3aQ4Yv_HF6@?t!QD>HV_|^czpE|Ethj9#j>`&`S-^ z9)CFqe*Jct{O&&bHYokZIQs5h`>rL2)xgW_B`Ev4y!}1^X=-k|{b-$(dhh7)i3;fY z92H*uH26DP@{J1^da9twYHWPlB)fz9MFrJmw@(AJ3kzBU3xiAI;|s&9`vwB{wQi5S z$I~MVGpgg;Yj?GDP{OlQLl1y0k(jydr&BaHz<%5-Cwvkc?(+Ih^EF&T#P-;WI&>Lz zDgT8li0O_5GB*x;3j2I}C=~Wth$2|BG_-VZy#mF|x(cjy`q+Z{B>jVDZuAIv|3~9e z2aX;5t^J1O2s)H)7W?Z4+gmZDeVK{|HL8}h~CC(?m`6{D!=k$FRX!6vfPpXO3%RS z4`0){Hzp@w)&HB~_y^wHOJVTWs?ZY7Xa0}QTOj|`|B>OJ<8NUzWG4q8jFAX77g zH=P&I%>l9mXO0SrL-e~-BD?sFK{85);DNB>bfsz zzo5ofXulD%o%9v@X)$URD+vLdoll8;F~&D&LWV~T4$-arht=KyiE&(1Pie?g z>SlN~&xV~7PO$qhr7hbm&kIkw05&@vA!RY2;3e%Bs3m&~hh&bYD>Ov8*w7+VguPtr z;s`D=s=o^YalSq_2D0P?L%0t6Ax+u-E^DfZ6ebDkI;fOX4uIpzVA@Gjh3+IU5=UJRaAN216ToF!CO@|faw(R=7UE$~t z8N`N^?F+c*!%j&~6y73T*Sb%7u(izXT6BrkO1+JWw%5cCkM0!MrlGUc z*CxY+8;1+$+&BrrLgj*@62tYxGmB%iYZhvZ?-MXMUoWfxh z+*Row^dpB|GP6V99QwuV+BoWY=GDK}R>+2GrSCR@vHumYgT!8QcSae90FkKGO_cFE zLchWkzQ$spyntgLWEmQ*b!)nClN##xl#P6SVdvoRnIe-ZuHYWq*5Gq?efDPMAHppE zoCj593B%^h8fYRUhZjk&VJz4EC#h{nL8-i>L8-9lh4@ z@K!03n_(;7m#ufy^rCyV6?)>hf;>Szp*MuKjFBsj33#K{=I)wEcaeL+b+BIzE&Uvm z_|c4J@`sn6&92@QEr$3AVOgfFp0|u@*Q+Z!0XXcq^PWuVvbMUmF+r>2HMO^^Fy2rz zV_$I&pV>5=nP#PF<0>!-XznokN2B%9oWk$jhT1`K&Lcx4*;AnPqLm*5xvuA_cQmb{ zs?5Lob92gD7z%Rs!c9o?C!p*V>FSPqaue|%N910q z0lnC8sYHm1-dfyTc=+!aqyu8;ghfsO3a_YPP_W!1IEQBQpy2v$(v*x^ZE&$sH$Al; zl3>r4x7Lrx=QaY7C%ELpO-N^#YF525ZkKX~qmtdVh_Y0jbnu7vWjIsu;@lRc17OBs zMULf3bozjR*TjG=nG{f^K*$*;rvGA_hCJLkO3ngOH|;0yvpHp`M<7d`DHWBl)JezY z7-7Y_+DRPMYdP2MCKeQ1*yUS`+xoC6q54b$G8BOvDYumuu}WexJngjb+V`*ILjg70 zZ!`ucKyM~nIG-RNOzJnJX{F>>5AYG3I)=i`WFdjiLzn>wEkfh1=ct!?f>UKQ{e!|p zA5#xXH7`wuX#WTMCJU!A;T>}RM?=XEzI85y&^vgz%bJt>UT9;TMg&J#cRE2pfDPK`ng@qFeA+738nvlvc1YYjs+s&XIw?g z2$Li14J6ZXT6{t;>rh_NVNF^sarTIO%Y+;>AXyHUj{-t4WqU^O8N!Lw*wX0p($Kik zyC90q`6AP7?`2% zE|T6?b-L6T#fmvr!@d09(}CM|4t(KI{gF$ClS#)_GPzjn)e7r1c|I3*1nSsZXPtx1 zKRK=!a%ejk6!ph`=|l#LY;FFfM4>!{c79`;k}Ar=6)Bd z(ykZnTV2Rzl0Pt0n7`4i08l9S;~DFDQ+2RkrKA!YEg zNaQP1Bz7&S$5K)Y(a2x2TrUz0szv~J-|~?KQ848QC`_ve_Rh0AeZf{Af8(|QiU5L} zG%g5edqr@&_#az>EIRdjM!|klMjTzUENiM9iM=Xe4%}fL4s;Zr0`$qL>BNBT`oP0q z8*X-u)l7R#3q9}Y`9LPdwPUJJ14Ph>;BQnG^3KsEID;1X$tT>Fg#Z4RjoDh++H=(F?FtbGOy_v6sQ zBz_zIq$b8yRPTu`^K^9`NZ;@EDnqv%MPFoFsGaK}iP^zzZvgc-N1bm-B%%DoMwK|G zO3J#tsawbEG;(B*vUPikt#3|uA=_bGV2Buv>V7_bZF2xf^0mmKcQp#T)ctyTtBeTs zc(x7j0rizHPUuP1`W>Jw;`uvu9YV@~Zd5{VO974g^874;_plHFWwndop1v$plwQK9 zTJwn6=sr{CCtxJfzZuLytP$$a^2meE>>tx=cc=4)mLcqWX&Z(1x*D^-{BL6o5%<;- zJ$;QuVM*2(C(^_=?B9LZ`&^%xJhVtR9l3t33_1JsM+l7!e<;a_9XaBF$xEGR9Rp0% zPrcw$tz^8xX1dGSZncCHQ8^-i;=p5a=^n(RGj9Ev0w8x=5C*AGWp_Z#vL%PG5FAww zw_s0h@IC~*Vy_K>A^h6z&X;WZ7p=EB~gSe7J39|Q8=xZftU=Wfw1p0uT>qZ;2Zfx47_GWm2WpM&KLoo0zy zy9{eLW8G!{uJ7Qid`2C9BS0B#$&_$Z*g0)Q-c_|$r;5oxHE(XL+f30HL^N@CWlKp3 zU;waG12%N#<7ZH!X_Eat)?|{*r?N>DwTnzfa7JJ!t`l6N&8?1CP$rFNgH@bD6RPEp zbCBlqcd(OmxR4tsRcFZ9qcMY?%A^{2y1nQ0#LSr6(&B19;1b&NN#g`Y8_u|;m)`B* zjUik2gq`eQ6g#42tlSvBj|L>}t(^uUcfb#dd7$vfkdZh6~c`p?lZwQ8ZaB% z=lm<)GEWuN3*HD?V!{c0nIYY?l$ldFCCGnYqPF*R!qblxbBlj3sJhvJu00AvfOy73QbP}z|`Px*|`mzxynnv?0(_Gg}?jS>*C zuoD$xUl;K=z)Ycb6A|f&r09Zf*>m3B! zPr$F4IxqcBqn6kEqbAWwtiLQ4#$W=cn%-nGwAOj=XF)*K{uEaAAe$W=C4z+eT#89qJ=tLm1Konk4ee6& z>N+>B8^c3%NKZ7MpeT*hTICd;uu2>0_KFQ=5#<<`ptAE7$+w5NQHN==sXjY)bA;T} zMMWe}qsuvETC9szQZZ?yhpvJ_gI{_p=T+Ro%A(1M+y#lHqjK1}C-y zZ$-Kpve-zS=M;Lp@urqy=iFoB4&E64J3;u;NaX08n68VAQ zgZHzs!3R-WCug3ca0mWTazcda56UiCC=>UbLMN1{AbH(hQ_bKu1k*j6 zZ!tBoD5IrX;3@T^ERTFnY69(|*gfzs`28f}QKNH9b4W0HA266~Ot(5e#k^IR5ICi= zQ;=E`VnSX=HVGd~d_py+?nbRo)?Cp+4G|nV2=TO>)K-VLUe9_>4(dr12Xbm-vZ)hZ zS;?v$Pn%n~ty(9J4z^6`{LO(@@Q>;}2krNh3n^~Gkk5%(>x#?YaQ-Hg^P7g?&Q>U z_#6#A4x7^82d>`*%r+ho$2Ff!;V5AQbyOtuDtTa-5>k@P+$)qSVHqsn3_?{*FWk3&P}N$62Cxln5*v5Oyn-g8(;ln%OnZf8 zHNmo9Lt)%2W^Ay;(-{7j z$Uuec)s$uJt*SY<7iW5SX#~2Xqi>4yH_n)k%^-Y}{R%D5Sx=3GZCXMej&A2<{1onY zPqi^3DG>I%-aQ}q0CinHKZdjgUm61mKa`m!?H|HHEDjM zFIVtaiNn)NVZ|(wnl6an${-rI;Qmcd4b9(?-vA%bXSP2#K^o@{GF>h^yMb|z2g#K& zb0@F$%uVz$jfIrGEWxNCY?j22Y6|o4mk-mAe5-ORLK>klZyH2ltFe05r4QSFI$cbs zf-m)aH#xE{0@Qfk4F^6erQsm8G{GzVe5CozIUkBq38i5QdGLBbkj#hHiw1qSs(6b| z18^a?>qOn-E%`~nKz2GgeZ=cvjmJ`{h%UM7jbkI zTy7A4&|qYj*3?`(#b9Is9J*iM|-uRL#;_+)1H9gFsk$SrXxRV z`J?;n9n}kN(XU&bD_C*mlR-*i1lhZ?Xy9MDSLjcEpHQ7U|2Ku-6C|pr=bmtaNwGHj zTbfat^3E%|()R&H^GNh_|(J9+LqA zV752DSI~4gKDE#V66|06uOcTL{sR(lQyR0~Pa1XLc)Z++TssPN}ZU88p@9)~@bW;V;$C#?F`J0SXhxj%cC~M4_&H zMIz=OxF{k}lNy|qs=>9N1hhi(fSN;9-MYXRDmw{7OW+Z8I7onCe>jB5qs!Ezo5}f7 zwt9aC*1%g+CM6f~T1DAqZZ%(50eM1ig)S05-RC#>W3W1vZ!<`vB%PX*OM3$49IS_( z&szjbO=8u8sekgHXt-JwQAcNac80hGH+g4L5x0|>vPBha;Duxe@R&m3!}xoWSDTAr zkSA(wP1_(tm$uM?kL6c{&y;$JIi4c4zTmA8Sj58_G&)I!ympkw5rw9~0uWcXwk`M0 zt|p{>{tl|-h#|UM8JJSq>mdId1#g|pWzHEOIlY#XJ=owqxGmAbgc9m9 z8+r4WFl3fI@BY9#4kyzJ9cXZMp15hW?0?=LszIaH&xb5iYLd&+_T-UD3v8e@^N61I zY|$?|rv%TyvJ?grlO$O14|3t)wWEQ*JWR)b)g+MkQLX8K(ioa(eo;lP%oP>w#ev3< ziMKj1{Kd0EJ+Vi+Zg6~DV40H0%V{rb=AhHnrP!NpH_@H-dewY72}~&%m}m{5rI<*< z;q|k#T^?-L5Q?xvdS7@~i1Lw>NZRMuK*ISo2EIbp?`XvTrV#kG!^E8;Nv9?(@j%OI zGeNL%GjJCeyjt8YJDXm#?K|$pxK)inw;6%Tnp1;ZUqZp3YVAzC4Pr(kdSN z;L&&&$D^MRrH^(P4Q%r~ZDyN3VMsX@?r)=k16P;I1N!K%wvV-!?fgnH(oaY9R-t=N zomeuggh>qS*kn2d3)_rkJu|Oi_ltF`9z{4pzX=2Olk!WB$k7&Tgzy{z*i@LFr+%=h z?Dziv&dE-{mdCStAnl|nZscxgen9QWl7?9a`(XE3!kGgTAg3V;Whm~{=+|-k=sUI8 zwIV0mWv)ue?m1qUuCSJDpK15geV~7Y=5zipWmpCMFyhWdN3VPHoJG7{^)UEMf`y|?C*jB=FYzq2l+QRD*>J%={F76{cxfd z#tW!1pVR;K;gL@1*~oY11%JttF6!sC+g*c5){cb;!uPiI{phirH%yJZVaBM`XTO0w zBou%txi`0u=(bH0e-hTSH7Pm-z4pmx=8&AK&H%q_1fX%V<-Wf7ZK1^Vq z(cpRv9xi1nBlOB{vidql+x!NU_!O}VE-mt>yc5#dnJZp~4eYDw3a6Tvj{T;K8tSrE zFclB4vekz-TLl!18?km&r2RICOZ-5f4BbYR+M2K;*+t-bulRmG(;Bd4)58y9?)q?{8u2%TcJrmR$# zJ&YjJ7MV^HQ4@+EY@W{YJDLCX$~aTC)zzbO0^w{Hn-fmSLm%@tFYjRMU9g4qcmeD* z?puCivrVr2=8L*tzeVbw?7F-K#!ls7*Z63#T7D;~lpM_WIl-=1llB(>{4MFcrsDdQ z!x;6n=J*B%Et*1JAx8tAM}%yqElv{f{wX;JgG7ce9fP6DCAm6UNkWp{2kqg7tUGs6WKlrEJ~`^kglB}Ouaf$z6!Qa$p;r7+Me5(VyStL;wTWipU0$t_r3&KOGW z&9+!w`ZV6DNW~^BtMhHQ-xn)9D`M*{g zP&oJq`I!50&#dMI}+`yn-)vMHfHQibO-l;%8?`bEpCM> zDeN-6z(CY9Q1O0DaGJ-H(hMHx;7D4f9U<4k73a?Vk|HekWzLU|7$ArG@s2k~Pb}5G zrJA<*Yo#;!M0v_6~VC@Q4SI$#_^ zqn<}L_cJYToZVTUnW3SNsO(jr%lD>oQPPTNrS*Niohmg;j8`%a8v}KTQj(#hj4Ah6 zF&GXz8Jz16Z{9I16{jT01@6X7PIOEtD$P}Wd3g#Q5)LlmW=?(a)Df7P!tk-tYgv02za-q^z=Hf`F?DKoOoou(F--?(W>QN$L>$dAYyU;Ka^x}W9C8*^tc4!yHW2ncW_573<`*}8uhw&Q1_JzXa z+5h&snA3xR^5Teb$t<0bqMV~sKbBN+{2m4z7bW zu~3#)=rtt0abDu!zEev!e}7s4Qb%xuVjrW|lP+3+lHOKCi}iIDc=e-Zcvc$s-T6EZ zi4(8%9E>j1AeNC}z7`iDh$<{TU{{~7TG1HlVlCIv(A$aW0Uq_snpnNEZGLPVJDrTU z$1RR4$=9m?%YG!K3F|z(2*E(_zs)AQ4p_wA$0lvMjX(0euUbWWq%BR+4=f!1PinEa z*4`?Mn@~0Swe8_H_EKH7NS2xrD!7?gBp!LUaKieHulS0GK<-nC8G<9!dL!>DqXv`y z3_+Y#$RFUg0tU^pcB8#!Sz%P~1v+7Dp;)0x&}P`n91CWT7_|DCaAp;|N9t`t0W72n zmOBDnmW{txxcD#xk=fff(lE5Q8g*}(%3Z^A2aMq4&j<(Ol`Ma&sngfX!G+))(Cjdi zueP$X*5L;_WMY~Bdo_1E-a+cas<@w(KrLKwOYY1L0=XY9X@3VAQIVhRvLJ}1q!b1E z)276Z=h>JeAQW?vDMQHMR#W{n9?ZoxZEVrvq5bx>jG`l&+xZ9l(h`K)0T*Os>HhY?b$``0^4M7~3iui86Z!l0Ckor1WenkB2`D)${Q~GVX@#rt-8zLM znj}rTyfcQm-`O!}UWnuW;4go8%MrP;!YBAWPoOB9AEwRPmCX5;Jqb!4QXh`@i@QyUf$yHy4&odBwk zrKTZBe~g&1>@}|0Q-JtNCmMxa{mCouet;b63qQv+%ZjjNJ@I?cx%2BX#I4dCJ+yWf zK)r^(d4r1Ca>>*)5NTn==kcs~dfXxE08#PBTPfTfj)CLZk<=^wut_;W*ej9JFQCIC z{fsAe)dq``X0=vPpsZ;yATBR)ntTH)`@=bHEysRJhk;CQen)ilK8Wh~*@;fO?N3|#m@y@_UKetyJw zbU)*1+qa(>wjU35Iy8BP5TM?K?1}7egfS)zf4y7ufQrIkr4sQkdMj6OY8q^3Ur2@_ zQTf@{OjvgQJX)KBv`JEDQ6qBQMjNTE-y1!sHfr3o;q=TmLS+8gwpEYFSHGwZ6wFiy z?&wj+%Y8j*mJBY9=qHS^)mTFcq+M<2n;tnvq{wuY2xVm}mXu$t6aDN8M7f*e(Wam7 zPIxs{{3=pwuU;Qcppc`I+l%lZaNIvEnZAS>w?6&XNp_jV{hL*rWeN6-fEQNHmpOm&Q(Qr<&UhGIx;!kN*kt(t!=yO4%(h2jI+lV=$+UFW3_>%_qVG)W7~r-5`uIWx)2wf1Rs}s@T8V%-AC`DM{lC0t5 zyU)}(rHYNV0E7$&^U{P!-Q_~P~yP@NQhm1a7~UY;Up z5VT8A^{K3!bPr!q=GvxmiwzkRGkNll(|TxE$)sfrIw(=d4vM^gTe?(UupLwEL@{kcTA9#JFOKm3j|lD2uvvnQcU7YctuBlkphCNW<) z@d?v91B}G>gJ+CZf%8VacGWo8=*W~I+1CyBmCO4 zp+TAYq4;~x3ial-VHtae_T7{cW5#iiB@MKq1I;!}!Ht( zmLmrdj1jgcOCVC~*kuE`)?H*V#J6DJfjsa+*zDzkW&6y;%RTW`SI$&i^!O=tUSN1d zli_Y62a|~RB{1zDWWz7=|9o_upC0n(N`UTlx|Fi?NR-%6G35>~q1n$;20Ch;yK4rS z+Ineu+8I-ePIe7fjV5U2=;+#8LE;?Dv$Cin^PQEk_RzMNo z--U)1!uzIQ$PX-rCKF65xNNQ#(E2&Po+~W^Z;xzRTpt}G@>t=tZRbYL%qeMyzryM=v(j1viX;ye@MqN+`I3naJxn( zV$g~y76eFETgAU4;>bU1v@s4))B%DioA&fpjIzovBr6^HouepojRc*Ij}0n;)!#$7 z5?aysIVrXNTC$3DXVn5It*Eo|aT*vn&~x^m3y`&oTWg}O8rv~__l8c-?h329h!95$ zu>Ep)bC7frGKH(GT1?PN88k$wj8Z0nZgHU~BeUsB!S`J#_N4l`=e2=JZ~y}!hHNcr zq0h?L-QHT8nik_EcNGtDOkZ30K;YLgV2l_@&BtIWr>$ zZy}>@L!ZTBF$$|2u4pt$11=#7nSv=T6k-@LSc=;aeh0MX*ea(Xij?uJyEuxiKOQ0`x z$#^iL3$yTJE2vjOt3f~ZK9Jg-$CJb_H`abOTz$z)@MXOhytdR#H#KmO%ZE`SIo3Gl zDmuY8pJLurTQ*UNbzCv<^5ER!a9 z%dR7O8}p79lwkb?Fj0qV{_F8`fG*96kb!2tt&RaAVGy>UcOnCm375eOymwvenVZ{& zoEN@>(GRM~u{*9K05dpg80x=34)}y!n!w7`u!F%KI$ylwdE%g2)Z62YhoAVjj$BUR zL0ot80arc4Zq@xY&8ychsU~d?NY&=e5Kfu9*71!36{N2=fQA6tV@4X>VZMH-Vakau z*S@B>vZ7&<04q7JsyR`a%Jv_APZRIIJ59gTMAL7)R)mHF_)D%6P3`HLop4HU0#b`~ zooL2Y0&FGwjQt-2pczC(>d@Ql--4>BaoUR$B0qWOdH1mJO{-;d1cK0w)+^iS) zrt#b>{wN{!O*{Ao5t>?hPVyigjlKb*iks#LF-Cso$Dj)0#^sD#j&e$a)#4q#HHAGr zoy3qSuKYfOUG5Lm(@Y+pF~x>Z`o&EBc4#Q$nC7SMK;6v=PNo6c!zbAR?lW|CW*n^b zdjMP;0H`l^;Z11n>ILuXg;6F77z5d+6bpgfvW|=25wP_%9h>ZVyX70!qlP#wEC_(huFqI6@PaBE%FO%A}i} zC}ufv0-J9HdY%MdM1dDt1SAJ;Ek@gU>i?N&nfL*}0O zW+PZY0vzb%{)-#guVT{WHm;kz@=s-NWdG=HFd`+yalA0P$+AA`Wh%{&zKHxG518_J zoy4<~+&ie9xIjxK*JurHSAHMafGFAE%aWWFmd4_cUr{W?F3b zD5J4a!tEOj!AKNV!(Pu;w2`&Q> z72x(LjzbV#na?JvG#Qz&5VDXz+$MC8CE$Oay()p~D~HFrjFzVSqGdg4ZI1_v*s z0xx&27z(pJU{A2zrF-6*yo<^LnRZvKUJ1dB>ls2v^31TfZ# zJhR$lA9LOzBZ^dJUe79Po^;#av=)GLXqU&2FM~67_bTPr!ewfoyoL|O{6x9Sgrz{L zJ=HrKKm$IbD^bLBk_2AO2`&#KfTmhui(jbyb0NL2)MuMuMRrE z>^xQ8Pn5ow^@$`m3_I*AL7e-cx)dN?|o*f2< zT*5JDIkQ9*4d(zc2P4t}9JLYcD<^xx+?(^@{+CkfB4m>l9y)fL-8g@mxzy=&`{O<@ zyfA{|6Blt1$yG~kH@n2O1F%L-(7FC2f0<6Uyo?@8rCv7=$D@NqxkUF&fsp_9jG4ZY zp2B2>9Am9Ub%>45$r9`H(0Nr&92(*~vXQ`0?Z?V^iB0TqAn>=dJDR!*5d-W?%tvYB z!f@7%+F19FHu#4RCyXOQxc+%$fU2_Qn1C72XGCX237Dt?{^AB zJc(7!Jd?FFTtaJqY0p4qvR_4J$?6?8`XDV8m@`i>{`^btXVGguj>yaE(LDrPkcaRf zk=lwITNFKv1?{7}@l2~`i6FSID`^C$5cRSk!>oyRy5F4n9qP3)XcLwCiZ4;S2$zz{ovGt( z=UVY%7>^gQNg$5(0cd5nID(4Q^R8wQn-(lE+%=h~^*w7 zbDfakkdMOuhRS8BI4HdJAdEwi+7J*_PVFv)S;aYcvUQoZ06D&T_ncQsLfuTTEVdGZ zML7t_w3tsi&|{Fk6RxYGQ?|8O(AU&D&W(GC#YlftM6avAnHo*RCA`+;VO*~%iXk?2 zjLkd1@jrcT<$P}FZxR{%HflfAwXw_niApJqymh^%l$HIhrn&qkX+BsOD^NRsC01D@ zJ5mO*nI%AZ0R-F==E2iM!(8M-VTedqChQ(BobTV#m3`o%d0>9JEFWE5Ng=VcS9NP+ zm+$ui4#18F9Odlx60Ka{CZJ>Qt|gi;OrA=Y=5q>1_9Oo5niEvEE?WTco$~oiYSUq; z9BJ|3+=gQuH=fjbxCwR(Kpys1HS}3$b!=eGgi5v z&Fs3)V6Y{=Lkh1X%!7UITy(UR)GmH(ZN;U94vhDnsN`38Ihad2a#{-%>H*1#Ek1SI z@fLU~Sf)dTky+@r0nT!MTiR(YO@GQfL)A`3tS$yZav9wyq@(EwuA32PPkS8l%A1QgMW%DH*SPI1>(_0!H#;VTEtmg56Hw%MHAz8pwUrLsGEm zK%58Oq1Y*c5fxG552jEmI100f{IJKUoFmD4QTaf^i~q&%FYC_>DB~TuD)pg`?AXId zSKIRAWc;oPF}4DXC06mYY}+|=q^b2py#2P=q{!!5nvzXL8wMCwtCCLX&?U^gCG_O8 z0jRMnCS+GG{UdW1=$i$mBpUK|-~v=2ozL&7Gv`C>pyL064j%BhEQ41&emp+%Py4E$ zz59uQi>FFRj)!eIB{t(;^)a+Dsn>rs=BX;OiLb>OamJu$moK`%dVM~98T*x zhKnH;wPq2sqDA>IMh{Ul{%*1_fEbv5MvJ+vwP70C^P8rL{tV$2UD~t~?K<7?0|1TK z3bCEewx^;aiZZ})nRxN-sp=rG! zw(BCPbT`3MfKn@q`(HqaqGnn_<)%H^`*z40rk=r0jQTvA?Nd}TIg+3!WPgj12>jP$ zL0Y>Hpxz0^nLf|QQ#Wcf3bw8$|3|&)ZCeX93*Fn{F0@rjiK_@~X0R;l0g#+DL@*H( zc!|KP!W1wn6IJcFJoE2~px5I<`mBRG?1b?o7EYP3Dmh8zK9?Y&=HCXgbwU`(z8x8| z#3L#$wmBALKK`YiHo&7f$pi7~c-nOve=RdZpmy!zTNWDXUG1F5_FYg zt08g>Ach0-7vN1XbR1PDdEPZ??ur1{Y) zq<-wA7iZ9}eiC{o{5@qHF+FDGel*_#`u6m3X?g1~@y8GlR$-wLDx*!XFn=+)V3kK| zYVFU8wVBr+-GDDvg5K~4eXbrRBy8H?4YAr!G1e!5=|x0GE*+FuN(u%$Qz&@lwR>|u zQ<=d1Y~0bvHzQ#%0Jv4~gxMi=Jto_R62bu_Lfr&U|ml@l?du^Sjb{?2B7 zE{&Iv$d@%dR>&-%MbZ^@6VMhloV1>`Z$={938E60S<#N<4g z>aE?YQn@&>BP$2F<>!ez&hv6tuh)|t#m$kUt%9`&rdhP zh3i*B$~j8N+UFo}R;yAYUl=b2`;ok|7Cgf z)bLTTSQ?vt0|?J!%jxkS2`4t4c8dMOY6Gx(*HI_=g3Ky9GlIz5QDz=_|4X&oh1#E1 zV1=tKIrm{Jy6VSz^Z4D6=EG2T?ornY+SDJ$fI!x^O7RKMLXwp`#)+sBlwW$O#ZIs5 zAP>%&I_y=Om6He1$>$CfWzusE4}bNE?P8StX~f7K0HEifcg;=l75ihdzC~=>@XrEs z@VtmRz|a~oG{Xq*{hv5o(wWqk-JR%<&v1b^(-$SS@zI5e*v=vmI~Aelr#XwfVbhmR z8=u<_jDJdB(AMhd^W8WgI-v5W?_GJPSIc$**a{QIy6D$KgRQ$^@H551C5wN~|FAeS z@1h6}0=iW>G^^7Q3kK4)u&yW0L0Ix~hEhSqxcR^x%z8;mWR7*>u)UEc=urd~I7ael*;$iaE&B=;T4J#rbE8v=#DFIh~vkiOO0%cP5INlj$Mwa;810^f$=Z?;L#n^9lDJ*-C z07rN2E8}FxGYZYZ0ns; z1|S^PuikE3p=z!%NuU~`$y;3Bffl{O06=w`p@WmlMk9BDt{5DG8XgTfUo1R#Js~&C zX~S^b94kvaVZB>5bt*-~to`@~U7ZJ_@ld;#J_2RIxZhzh!kjKjM!n`N&y5FOX#wed z`uzxSr)_MxjSO=(JZ0^h*|Wn)=5>zFU)Lf$Wjc76e)N7&ptJMWB-~Nf)A9_-fcGxB z4d%p8p%$0W@n-c$C>Q<7sfu~UWEypddikxXqW!~BSh!t~8RM?iG$^E9PA?Oihz4y* zD=d@mlzmfO`*G3X(+>IJjsE8i=zxvCTS7ErMy#;|fkZ9{2(_N;V8wzu!`Tn5FJ?>A z0tIhsjs6@n`6MSaZ<>mPX0YE+0JoFe^<6&!4P{zG)uE9?9vWKOaRGf!P0r2Am29S? zD#q*7ONTxMc*+41>NzU`EfYT(ElpM}919Dz2`3F9jw<&n%&{)s{3;)-Z9r|f30OG> zMa)Yh^axwhMK7TnOaE^e$~@xwgIX=0*OR4sMuFkWRx5AlTD1iWa=87dXk)%ynCsm+~3$^ z^>ne5j`kJ@-pM6}RUQO2xRR?CC~*$c;-{$KaP6=NWoYITjk$~*32KVVB@2QX`)Nv* z(I4kxJi=oet7aP~{50)CfRp3^f(@%z)L$ni-i9hkSt3Px+wg#Nfd#pc&(4ZpdOdQ# zS02}Q$#kq7Fav~crKM9CPwJp_*5z+?JE>xMu!aMHkP74rEDML45e17pHinXd{?`w= z_lg19)gPuw?6e(_cwI<|t5-hL;^S`b5_=GkEUAy);e3k`w(*A>03L}mUbA$bIe0S1 z6fQ}K1GMXfhKz0q)8^BPNrECm4nC_?giK`lP(=hJQbo)^z2~=8g$G=*z5JCgl1o|; zB4C2a6D}U_nlj7}=vxYtpXgIm(ZFQS9@`eS3h@D#KT^bU|6%%;KC2%X`puMix|w++ zG!%U=U*FGS#P%*N0U<_+Q8ri}R!b^???Pnj;Fwe7fQTTx%A7~gY;j1G_)Zl%zi1(= zg@TZP4Cedciu36(tnIH>7>@tiV)=PY*;fWoA5zH`j&=eYvzv{%J&NhyjBJ&Lf-~7) zRLuI|Kn73JuDZZWR9ige5*G;e?qoK$@~;LgQLJ${i=whWfO51YbR#Gi|2$=}%v zp!GAM}G zm55cS0PF1pus9MX@AmJA=E@u5L7{j+??LIxQOMoy_f@P$HtC-}=+ShA6=tr)7|#I( zsJ!OHPEpXisvldPC}^gZA~&k0UP_GtELxZq><261FWU}}@+v<^^IEua@M%SdQVq3u z@?k<39;xLOMqH_mK|&<&+$z*UP7{O#G9j6Wzo;IO_jFnY*CV9n+@j=-xeB94Aq zR8&PW-ooaso!k+f=|3Tf$SdOyDBsXV{`Aen_&>RV{r8R4EEuvn4<~f<=nWLhJiLus z;){P>18`NJ(vKfW>&O5+QNV%FaheSsN%_lxv(+!(Li;#_MAXw zu87etz`KO9M-oDxGAEW~-5i2~YZq+CKGL$XBi=PwLhaqjalR0aT2G2(W985`p^^wK zlLiY{e!-663n0?m_2BW5IbSDS!Q2I z*(nCg%Ryc%P;}j|qCTqE3)R^wVEXxcQB2-&{cq#qGs*s!Rrc5?+!iF1$C)RC`mZXB zkONJ|ycV2HQA9HE31pbi|8T+Qawh5dXbAM>3v93%Fq{kOTtz#1|4H3@tSbdhEYM5( z0HoQt)Hx*KC!fNg>mW2gLV@T}ofowwh#HkSmOq7DDw^UP2qmz+jFRm73LNl*ljjvC z1A2(mEXPJ^5T)rZ`}CHcYo@Le;YL+V2q_s&0o-t__tK}d6||>r>l2rK(sXS^_L!_r zqkW&$(AjR$A~~x`V18(&ikg^RElfee05sf$jqeLOSqsGLtra)P9=>3S?USr^r+Aki zvY^4_$L3*)Ww-*j7o9|^8c|(dBF`DEkH)V!vM;htd~k^~6=``$auxUp5=?3)da!5d zbYrz717Tv?84IlSWXFM~cV2oJS-%MX?~2lq3m0n5F8+y)?RC zd{IGakP?-0(C39Ak8{{hxqdgDKmBVjwKeHI4>Rn|R?mT!_5T5e+!0@o9aL00;NYT< zz#l>>Kw|XtkOxRWU??V#!C;e`oAJqX`nA`|P0)yEm`mbF&?&4_ zsKEhH?*UlQQ1Zstq;VO19;hHALgQNz^uo{x@}DHm9~5s;fCCc94Dz>jSN|UXr5FhS zTHKf=jU6xKQH10Qqz#6eM?_jOmH0H_2vQ`8s~-@BLd^h2jO-Fll1ri@aNu>05){)z z1QK#{TmRj_f&dmjd~b%T)b9)NEf)&3v?z%uo7%)p7%`aytd@rj44AwIynuXrbR@{6 z;V)e{O=AVOG=8l{%$jj5z(hOyAOH#LZBunAP8t^;8BOf0RQjb(%2!d)d@dQ0YNR2pn;Shn#_U4-*uZ$ z%&5-aoTLUp0IFrFgHm{C=WqS<6A}{?gdfOn;fpV?i67;Y{-)1*xu2UD4I+NtuV=S! z(of;QDE6VrBW5VWu0)qt)&;SHNYFQ+2KsBk=4#0Hf5F+G_7_m35MpSb5<~>jIvDJ_qzP(&9gaT+%%hReXWAga-8u|b{j4w( z43@BK2N3#gI^rnuUx5b=xd}~<(K0m&16YtT3ktI9=fM%9Nf0)Ua2c2L3-BKl$XhZE zfe=K{%_g*Q>`>AVpEarrh{_u_;Bgxb69i=S+afp|RD=glIGKjx6d}KzGWnL(*Y5ZVPDv*i~TnfUtvz#ib z1ObZVQ_|L{`%Ksh&5^L1i52Tu^nllxo-b6@?z?7jKKP8=HDV=Cp4#G7f1?EEYC~-6y4$T{ zx}*XN1)^f%SiDpytm;5^U*?dcC2@-L|M zu0)4{SSGIWnaY5EDoFdIiGg zj4oSRXq*)~G$crht;qyWtIB(p@AHYBLV|DXj4SKOFa>vWPhWcJcTO2Oy7N@uge>xB z=Z1i%Lh91ee<(m|0J_ZU`orMGXKy(}*BOdT?qS!vOq6krq%=!&w7h#y-wp1t- zUX1sN0(-Xt+awC$)~UsI0@1M^PI7q2ty|IV{bwa4X}G7oue8f)HAm%4#|+5-gqN{v z@a>MvuI_9Pd_>n%pI6Ze<*Z|YJ z98$Y$fVeQ&7i`PGS<$w2l|+pOzD9#!Sf9%rF0k!*$K4;VH=QRK4HW_MmGk#(! zL#J=U2e`{yK!w0S-5H-OJ-W$G?xRlApu3a$KO(CXh@9$x=GDICHKkMT~_6X4}&^4J>Yumn&09WElFG2}8>-!_jV zT72%iZH-E{)1pTlzFD)4gEoMOUEB5Fvmtbv{=xO+Bv$7cw#`lJwqIk04^S}?X3wvMfOo_U-***mjJUUkt;vpUWY8w4i&teo`p%Eyz;5beeXe+vau43qtDQzq{#9w z)qV$TgZ65o0D!S*k>iIafoRE_q zfVtG4Al_0;X3RX*X8A(UXSIUUvq^m}dc$XTF}4Ga18s)gG`P0oecx`bb^fR|Qka~` z&5U>wAS%)H(U9QGNNkelF!Zz zH{RY0q2KXaJWw1+Vj|CpXB>g?s`+LCfV+SdKuar}ud(`<>|4Qi1}W4Ngez=ZL4kJA zGGx6gh%gMf`T7Q_fNkdl0k1QFlJpi(lm~yVn1P(NvR+4&ius(e+)Le;Uppv_y>+y|9#h; z=8AAmPg$B$Fn~s>sq5oCTij4wx{Q4E57%&?$|g(ng6h9(`=^!gPyw&5)?Jk-!@Fua zwz&|@NueLPUOTCp;27((f6%;>fMHKbFqc=n$QWEJh_~3~!s4uAuuaf+8U)eTm$VbA z>fQT7`W5juz7i_-0vPO=rdT54;4);>VuE0ozXX^=e%e4}Ov2TKK+*@mD0lVS!mBFl zV@{GyhOY3LOFwvC+29OcWctTBJV-4{xtTa8;DqRSp;Ouy zdZ(iL;t&I$0^mbOPJl@H&Ndma-d~ z*g)^6;_&x?*21CHBV>iB%<8d&>r!gn@#~lU7B5U8_;{iQ# z+DAEG_#kl)r!hG@1*Y=n|?R&4Lv>9lK=cjnh`!5rf}%-uPza~NM1WL5Y83g**XZp0Kk}cJ6Txv+&f@snR)Q*O^aE9Tlm?*J z0#ay>@Yw@grDx9@Flj#^&j24tg)bu4$WA4^#Cvft^5!o3pmrp^b3vf>N3j?un;57y zxrHN_`!}NFT*(x{X4H%-9Ut~V(f#t3DrIa>N=>V(wkY$wUVKHy5lG4TGQ;mD4M~94 zM_6%btZDZ_zojd)cb{JY82&ZsrqZAb&z8aTLV%rX z%}${H;$X;CZCfcwjM*aOHp?qb&I&4}-5RGDv;6X=?I>_OTw7LFqnV)z>us6v9fvqW z4MUpAhB6pzm&aFDYb3s$F$~+314CrLfY_wtVj(2Ai`y8YPHV(H@N1eo1Qzg7$is|% zhp|eluzFPosC+Ea6r$|8p42V(1f8Z1Pz$mgc|q7_da(edoGbZ{Ih0!!-54i3qM>m& zKA4%jVRv;js|sqA_{Pd!k}lEil{Ra5kD8vp3fS)M!&5oFd84v9$1Tgvat&~dVl*ns z5=%wFA!;UDEEH*n#>sh`IVhh>scgE#tHKcwjz9E@vrWq3WP& z4eYDEuVsNlTdwqeV`sJUnZN5zkDKOV+)DAnRu4Frg*uASTWFsBnB>OC!O(=S`xvzY zOx48!uCtypAgm4ENX1sEg#B2S92|N#4oN^uNO~l1E8c$tM>|zP`Cl4gQr|N3_`?6b zy+-R)?mbcN%5ZTci~ly#U(eR(XNrPWpj1(T=pM$^2>-Doe|K=7AKlOeFc~T%n^<#F=aR?H-?r*n~S!A*|~Y*Q!`CIs0LH zeF^ObQEYg}AWVvQZj|49`J&|`2+@T*Sgmv2v^`(m_&mAREQWa#6ACmP$=s6}7fK67rpLJL zh}k6{uya!4VqSe~#FYXz_bZeR>C4X(3j|7jd&M#chNqK%;R zm*XOFsPxZ{X!=xr+q8D9jsyLSDR5`X1tvN$FcN(oV7~Zv>3VcjfxhojBt?>C$2k$* zvBrMiJAU*Ar1HA&dNb5FqN($jMTI+o=N5l;I%CQpz7;{Ic@;eRB)F(!vlVFlJ;d4p zUA_`chx_s`r>DU}b5yu?{=#;E)|0=`0*z}r70L=)$FI8lZK4TlbVS<-6bf^CDzFZS zB`eYDf!ZmTkL0Ffdj_j`zBa_J`V7pq`SEU+-Q!C#w^HHqdb1OICqoHjce^R@>uXUF zf{|{vAvBw5mq(RCJ{bq^7AD_hH4?Fs+^HqmB0dW_bh_nh*>pIJvxmHZV8`#lYeF8I z>tjA*B!Vx<37E@-a5+foG37koe2~l@OW8Fjbd_^(UT(00fHN|^*9_*eDJ8-PBJ05Z zMa}vrbyJ=@9G~X|M9cm5K??tJ9;Ry8G@Ne_F{U#mwY-}@Xq&f!tdrHs`A+Kwm&VM^ z=K6Koa@(|yy-~Gy1sQ?>z1`PKA4#^UDY8D?qu8JR3M?a3sF6IimYbRwnm!E8)>uac zUf+2NQJ)eL#<@1Hzg90$g8F=3y)u`3E{TE>t~W{`xb!_5uB|s+z$95}Kyv&|@IPJ| zUW>q>I1(o*q#m72;=c(M2;5Abop{?o71b0KDb5JP#_8q0;}a7AE5BtvYdEH}%eMozpCU^Rf4g$$z>6>nmcTc2x%g?E**4 zmn&wr+|Gv3)j;np{oZ(=u%{=+Mtd5Ol4jm2ZXxaTb$1DP4J{=HWni3+?b<|t!|OI) zeMR1a+C6As3Qk@wo5#WX-am(2R2{XJmkiH+i&~Y_JGW7oDfC$4a)?Nk$1M*Ub+@bH z%B58|;{?^1y;p2=hCx)~dzCf8O>YXwd!}k_t*ak|tZo^546nIgY=Tnv<&)-|SJGh` z%T)}Do4x!Gny?Unz_=mSaQ9TS_@I^va;WDhc0qu!|2J4bQnx2rN85{ zh}CzpTqDV2i;Ex=>h5j%^**?#r&HwH{V}{G7-QYf@xH6Vce4@R^gD&6gwZcQVodeHnqe9`}>z%B*y%;0W2|9WjhEE>3r$ zJ76{rqH+)t)69>*mKeAEdNrMIQqz7}kFIZ5VraW$lbVLsi%j+w?GZ<=>$^L;&35_g z{ZW%0Nv1qEM?aD4*8a=wfhMhB@S$ehxF+e>2^^SZpbfYu#*-c*-K){&DQV@UqHAv*cn_z+5$qhX3LlTBeNrFIaqbv&g zn0F41!??zX=Jyl$a^Lymkz-3-i}X|i@H`)^(;@610~wZIO-(2sn&c|mIHG7h(+1^A zpt4@1#76!it-RiTxW-uO_Q$O&%2d`AUV7IMvj04Ql_%V+eVrH&C;2?L7vP%Kt@@qO zVr+_icfZ7IDT4PJ)0F<-(&?<&{;pZ~_RYQsl%G9PD^yzJT70wzg6(WkOk5NLfc(2> zTQT0?K9n2eq-g`8$-p965{nvLAqpdU;jKuk9F$0}Sm|2Tg(=9bz((<_n$Cu z-}`d8DhIjfinM}}f=AbuWuY&zCCx0aSBd6iBP_;|8U|gjEQwB zaM{YiQb$$)tRm=KBB=P*24}?e#XkA2?XO*~=~sk{krnZAT;)D4M>sTWY6F9+ZeA0M zJO$wuz}ntFP|$WMsAdJWGgCRMa`ctQ5tzGcdq%p#a5CC9gfRydYMkuG++?x@5N@oM z;vpF}Fi%%)wDXSeh{rov+)w zeooC?i4N!GqvE&z1zRitxG(P7mJ0{&dHOl1Ua=S<-7*?d`iKWTVcI< z-SCD8!(XaPQl?s++#fH~f^Jh+$lznhv!A?he7s^?Oc~Njzh0-weUWwb%7y<%?)<}< z0G@fuv3O$d0N7_3`nu-pV4ut>g7LhO)@6z)Or;R_NCLo}NOyWX-dd%U$sFm}#HN;b zg-C3Lku}3R3>Tm8w~Pz+*<%eR4&@If9ZL?RCt2s?U{*R~5fc4%drF~yXK8r%t$4PM zC}-}!W0T2Bm-#%%6_+!5+AdlbZofCd6l(|#&IW>40+i5puBN}=B^ZrTI-ASYHu+_Q z9olnq063Q=K;M3}>Lvxqw1;-B5r;}J{=a5o7XUi=LqOvkCy(1uGY$%(~ zvt>eGX_QJ)0Y031 zAXMKLpxXFf`tPcpuw{7Hcsq`2D>lo}dU}V}-h!HBS3)o$RbIco=PAMf+lkKA*{jvX zHAVNEsXrUNS)t|yD^Ud{&AmrA^(B?gXin!Mht`t@15@Z%zEy|y$r?KU4x?pnLThD# z!Nf~Yf8n_B@}JJ;@;|~(AT`18$H1=q3mz>C00Bm@Uf;K#A8V=Ksn+MWibV6jUE2MI z5vxJl+j;B7Oz(LPzD12?>`IEfNC4~2(dS}&4L#D5Qavx)L;Ee(;*lxSFXJ%sM>@f% z<)^FlvYAxQ8%431UG(@fG+IW>yWm{w8#AACt*DAkMbdbTfT6vUnm@r_&0+q0{) z2Dq2O?^AX1*wu9qi_Jz>54TLsiHbf-K$@aDQ1f56RQbgF*?1hGwrgd9Uq}UViCX=V zK-zXFioMaBxTj@<(%dcoDBI>kS8wP`>uhf_F1ouKFz^p*8Xg!Ox&s_ZAc$+0Mr3a2 zEW6PDuOfc<;;V-jP3rj2a5sPAaybqq0s5gC-wSzQ)I49Cga#Zb6HBa#n~|vnpeu!T z#`38)!KC`qplaQ8%5ANE-?N;#JWLKAx2@+vsrmX_p&AfZ*k^UNZ?B=k&y;QF;?;W| z>dM4HJ&=Dj^#R9K2vZrg^4uNX*(8z2Ez7|Mx|#VN;ab-O{I`&NMAhx+)?&#wV75Ab z+Y=&MP1!upLc^hlMV<0Vj!?QTH_P{g?)rM!p< zPei=|TE?uQ+-kl%z5t^ad%1LVq$C0D47zSR4xZqiZ)o0pRlMxCnmB@3{vh1BK%f{`7@PUeVB!R==*$@~v^&)A+3;`!%XF3@mho(q-& z0VK{SAj^(6@k6NmT&?m9;3f}!M+RGnSoOf`T1^l8Us*WX%U?r7q;%Z-LbtNrP@#OV z-Bhb+jJA0Nx_!hv5viMPKReTuwG?R!)usOx+}f0=B=%1n>?LMe#sVqqokCWhJ<{dG z2hpmHEKxOz;$Y1k$gkDs@tlj6}0Xm@k`bTs$&`>TZ>wN?6uAg z?gRHpcrVvYF!Qb)6rGyof4IT3adENy{~J6T8wW4T|5aD8vGa1X{XccZJETfF{5BNa zGVN~f*)`Jn^>u_KZ0xlo1tf$-iMW_rS9f=Jsk)rVKEuo2&Dz)3&kXM{Ld`|p#oTEy zZpEY~XVxeK;cW0y0tvUJCl(iIP*@5dKYmbrd}?@nJa}}r-tyWk(Q6`3v>yK1q3s0> z+Uu~$5Tx}9REBJJXE5L@jX)H{$IB0dpE@W{Iw(&&C?0WOaBS>HSX>$#G^pfvWG$sg zG$hFl3|JSLsyq*$Pxpr2c1N(y_Y10sl_;|D>FKG(`!pfR35a`RD+@Si+RV;>)Fxvo zcy_;_h~jX@h1m~b(z7u8ot<0=9bG{|LERYw16_h&HR0#KLGl4@j$9xfh4c%f;MTCO znk*ulGoY_t77Q{gAd2|<>-~T660{uiEty0>bc~(sKp{Fq1b0L;M6f}!2ntEdVN_he zLcY1QKDUElZX7lQ;*a)`(zKlC{iT9$d}9 zvVs`^xY?WCd?A3ZS%De*tJ#@BD1e0{R1%gtcvdj{XSskjJhnbHw>Flx{)Z7|(>EOW zbrZ&f+R)-4D2%I{HSNiF;W*p8>uT0iv%)bSbY{TH;(W(Y%VAg0Or^+*+DlZPkt zlS?`N}M2Y6Y#crPl#E6TH?&QUY8YG%Z{O;t2R->oW&| z;(NbrfZF%>eSeul7&6OCC-uHKJ@lVU(^1iumXnUZdX4`48yO|+1?ihHum`b3`funT z^^`}D0Kn~!6OJbPHel&>SR2XwFUO$nFg# zxA~D}GYG)!=cnf%p!4%*`_@SH8<_F=Lq&1r==77Bea-y!lejfAxVHB}41T-R)g6p1 zGKuOBRrq691^)SAogS3Yc8&C-O@C?$B?Q5m1Ze&0cWCiQZ+imMtJ><)-T3Tf1WdOE z{`%d^2vhOz%=Y7=5zH7W@#N=hpxojP>hsJQvi{hJj^x$#Tb>rO$+_jz!<1l00E8VI zo85`xHfb;le}5XOPg1^c-AEq6*aDQdEBF`4{{1JYRsxeuKh@MQ;$Du?pMF&2Ak9zi zLjYuh+^3X3h}I-9igJmijH!uo)fbIp~1ytuRfSjd!$O*zy`!jyv zQm!90>(?7MSabDf?CZc~RX-|pkmlEaZ@W(^W6xP2%uL-Ae(+}N|Nb=R1aY$bfqfVH z_6Q(vDBW~|m|Onj2J;%)8J#&qMEL|bHoAT=o_=b7zXW_%gP`kv#&!%2G7wx1cHarZ zVy`nthYmXp8OaaZzClB%g8`&LupvK@!TF)H@Oz{z>$v(O-=@bm3H|+lzjH@-mp`I|4Xpow zf8b(&C&>k#mW{WQ4e-x&z%tuEAh=q)KOlHAZ~lPbZrc9=!L4@qqZDw(zaw*lT|wXj z{6i0})$w;SU}wkwsKLcJ{Z@m6If37+p#Myri~S$ze`n4K=5hkMfZv~gnDYE3vvvGq zvcKBr{Ch&bkUP-zuSdtfLXO|U{|t`*e=mij8_?3+{y#Z!a{X5PpS1Y@(fn7;&JOnY zV`l8&5xD;D+b;z4_+v)gU~^aStL)#(z}33i|G9na?BHU56M)|ltZp_gz(1B4+)X!6 z$3GmvG2H)v;K6$Q0l|rT{;`x`Z?8WfIK1~C5ZoA_-^qa^`2b!1ruxrw*23Kde>^z1 zzutu4>-iu4>-QQU&kY`ENtr3`hWukJ|E-H0xeJ^3Ct)xt+MC#$tQ`u#LXRG<3Rg0wh^+doloEcUgJ z1d*6oQ*_Vo$=Odk_ziRuWQRO;e~z;|AF65|)(_8K8LzK>r7NQm^WW6=DtQ!;f0j-& z$7#hH27jKV&Na`R!>53AVzv$H@R7jSM!j!hkjLvevf00pXs~!Vt z=&AM?U213F%}D`-(GvAz?Iu^3G+>*!P^jQkwwT0Vxm9z%0g@cFTZyl=-fDMQ*`*OL z^G|<$0nDQ4*&GKocKJTmI^4Iw+(kDV}?a9s{Wn&P%x+0K4 zk_KDqHU`zH1C+x?XIl11f8qNHYZfl#8*(ZBK*+vbz{aM}2ipTVN_@th<98YFUtV{i z+`c)Bv0(3sX%zYr%A@>Z-jQ~3Q9xkBDP{U8f-W~hs_Sj;dIGJQU=6TtHnf!WVzV5V zMY6=3OfhMjd+~CBs*p=grsvy2#Za_ih_~H6e?H5ZcDYu|JMMfnfAZav80N8qy5K?a z(C}XVTg!v(+p;ooW1K@r?fZ*z&nWSs_$^J|u-v!p>Ot9^t}5v=VlhxfcRO=Eh~|{1 zn&KYh4h;!tI-0K^cE&o3etI&M%1Khw7A`6EDI5w#`YjnPN*4AIR0WCRzP)J(;;3m; z`9TNq>J$1}JoTr&e-&s-leVD-?aOCEaUu=PA9<8Mn-Dz<(_=g2BU3w6zV_vYpSgM) z0fOAI>CpCxG~^3AK_9O+Uem=!KU+mNu4{RU)h-iPXUz5kH%m$bXPGKNDd8}2qZU}+7^*y4B@66QZ;gcfIE1`gDFjWAFE89X zo@yk@VC~7Cf630{xp~<+qU5U>){=;~3Tf{537(f4QB;1FFTsv#LgV}6X~@V^ zrUCUrnWXG&C4LC$FG4Mc4(GKE_luv_hiop^bHX;t4}%cu>Z+Lk8zPr zMsr{dQrfThyi|p_*yl*DUb{{FkcC)ALlNXjZ))^+e^GE}KjeJ;s3idbYx@zmR@SY& zW@^U&)*GL6{yD&cl-h8^`8>$5xp|LEh0BB7Aj9NNt~syj{A=Y;oc=wF7(%uUlCtkg z^7l&FdTd`t6Fhu*Ht^ri8~*44K)GZ)4}GNIBzS!X{XSE3T2FyxRRRBKh`x&nPi9!b z*DOjxe_vcCs||^i#CwGfHCll-qK89;ZALq-f=5o3ipu`+@Zn1%b28qhK_~w4EO2Zn z=Endb0)fKl0u2YX^?UP5pU6A;QG#?PcgFywFC4x2KI`sD={b?JJPaRO7>ZE(x>3re zUidr4i#J4i^A+CXTF~QZBQ@P&zqs=oM|ynTsgLFDQ3dHK%4<`T)!DVEXYGzBe~{ zBbn9erYFqT#(c~KV@ zBn_8Dfe-`n0V0ggSAEej38Sl56OV4!MCSs^TEMMYs4S=2xb4o&EsG36RE7OGmo*bY`jYH@J*PJ*W%`Zys+lYYZHh2cL0&&#ittSg#&xx$Fz^PhuGMlXQ8ZOwZahMB?va4QOi519 z%Y>mWfi}qxjmhq~m+!)2O&RTde+d!pfNFR1?@UCk@OU^0Wj9pKJf?gIw8n5us^M-hX|)i`kvw6z5nb6dxvW>8TuD^yrivNmm* zTKV|O=1D_OdLqKDvtJv&-V~*f-h5Dy{-K#`{`euWT{}45p3dI7qAPRRe|)+;ZjHS0 zpmZ*EZp3iw>E4V>jUBIQGyqV>zwNAD*!X$05Rl|*{N^;z)iOQre{+CGnFzwU?Lw}o2TrEv(I<;icMG@W^D!3uz90-TSm zwurV%)9#4oS%lpZNPGjmK4P+kbJ?7bNZu^p4RXAiw%6R)#oWtFGhaE0O|Tenot%LEyDoeT>+y$CS%f3{_ijMuoOD#lh1 zl5sGJvrSf;Qf2Dywk{5X=t#w0**9QKow1v)^0~8Ixig;aEKxjM2@75@1^NutPEjK{ zwp4E9ctH=ceQ*uIm>(p-)M1zQnmC(1NZSBdKRYDG)p==q-_$K*Ol49SQThbnr+s$v z_}+z*NfMEme!JLLf6U?{&i|GQ2h^x1Q7*y$(Cb!eDN1=)%m*>~MmcgeMxhEaXGSo; z^Jq5NK3MvJ4i0%SR{1Kr2vTr!tI+cKOZVd`WKuc$&kcswXrcb1+?1U@tT3!nXxGjn zexW*<1QZD=({Sy>Je$q7pLPyoM-t8%j&_Jrve|K#ZQ=FWwcdGmg{3rTx zuKbaZw5B`dq$npY%R2W0%I^zL23==v2HrQ2iNaZhzWQWLqO%rG!@=c=Sz_;lyhk<5 zp>vK^G`XcsH|qS|m()+4 z2F3Key)^AVb8N;znXjq|4)thfSIoNWHG3{;bzK5ye>c)uK_;LSXnDn4Tx0~gR8gdw z{hX1>k4WWp$|SxD(sdgv7shWg%-6d?M*+B}rizvMMhGir1zNd~O?|#UqcAg#lCRl6Pz7SSIEcNRxu#%u_g{Sn>2E+Yq_?~-xf^!9xp2(DHW&3x^qxmXAeWFJ zi}A&?e?VZ-3DmDYIVas?!vi62nmdJCyQ+S$q+*^jysaFc&7e^fa_WG=Y(%ridga#? zkWtHb@W3+En_ACkH9p|uUF;D`wq;Ty?o%-wnH_P>A>uLHiU0?7bk%yZ5ZR*(X_imU zM=)35fRwrtiEr(>L=KOH@Pqf8G@_oUw}w%`e`R1XYxAG7EQYT>!UilXBr>i@RetWci7CS} zE24l>W70%mP1bRZO~O~Kv6JcovT*wo1mjFet0qs26~rUgFL;2x^k7ZK#tFh}5YWCdZn_cJb%T+wwi7+V_A2`tDn-X8e={sN z-i))N<_r~IGVuP5CT-J27P?@T&^u=$(BiIpu$#T21beb>FMxZDFb&B$aiQ0Fx-eK| zH)hg@T|$GglQ>_My(fSaI0U7^F^0@pCZDRbJRFu{Pj@*}M};GX#_Hgt%&ou+ zsq+Mk_M`7vSzI@ZmQ5|+)Nh)pf8=tH)AH}=>)r3UE{4O_0!)#Qr0S)d96{WZ&qB%} z%<6qBp2;RqpgyoDl&WkzA$`nvExt4=XG9dF0mps^puC!C#;`#hHBgICv?t-!v|&h6 z)-Ey+ea98Y1t-L7H5F-(rCWG;a=x-Mcj8T2#j<^`AWdo|rO^KJ$ExqZcl1_MyV5=x zrVRrPB6&M<77(HuvNWkeFR-miXD~ny5Ck7qaHez!vEhz(btz}xm07tMxwm)gj=<#% zBX*VrdA`>LY-))4gwpf;f7>lqD}T<7)QsbiqJbR>nUYkD@_kw>CD$qVSu$N6ttbDV zw{;DTdcAdV#>hdl3)FUF1LU&p=P@d>F9<_p@nk0V^)Z46ku~Gr0~5F98$EJSYl4kd zDUqm_;7id~XeDe!g1OU$!Zh%oNLo%us=6*klgsfl5kH!JsSRSre@+(*w1|#4w0G2j ztW~1>o&e_p(eRma#dKj3q~~k5V#?`f59L8pVcJY9XP@&FxLHm9t@dZ`&5UaI@QLsH zJUFS!59hDPoy-o5k%Jd)j#b`3n`SngW$ZZpcz9LL=kC2q@ZJ@=3KO78@F9t`cKfsQBpj~r z7x#nBUS=7AsIALhpU|xE3|W0c>IAJ*kHt<1Qj|%b9b^2>5%D;0>L6v!?Z$e}*Z38> z$D1Op4%qTZKX936IK%EpY6UC6 zU9$K7NrumxjGOmL?`B@&Yk8l;VV!Y(rHnhbiA)CkkGduHqDM40*4SC(=gqj$?F*z$ zuD8|f<)A2&M@eCSCpgAEt5R!z8!D2A;yy?t(Q~DH(?#RyCK-iWLGCiR0?&ct7MNW* z7w2=aVoocue~=A53|sdvLEUS+J>T1=&QGQ>^<2;oNhEJ>1rp+xElJ_k3!&El$zpC8 zua22Z-!Wm+Z#SEj77R7pY)|kT%zk!%LD1O8=T}G~2*c>rR46girP}qh9!joP2{qV; z@`@pH9th3%hLNL7eQC8r=T`h&D%WXI=kI4j+DVn@ep9&N28lgw~tC?<#&4$cEO&QkrKVi_1Uxiu4op9hv{!OT(v(W`j{X6&A%_u z3vKUQf2ST6KK&ag(l!1A8;Akb7q!w}M8Cx6DkfzZGe)>^pYN2+iCJ-qW-$K|`dqI=G2~h*((EzP(r;||^DRRX&is?w@K&+1xm7shN^ARiSe7FNV%*Ya zEyPxzsVnOv>oK$4_;>EL(m7M7)f~#~{(7P=`1Vz?;mghyS?`iS_ZKfLMpt+zIe`RAl z8Rr$5#;8E4ojJzo3U#BKd?Gxn@Nllm%h@Lq7wz@nZUQf(swTKrVfyX!?5;YaAp6XF zXl}=Lbc6leNohfJCS{spS}fa=Xv1n{wJy2uva@5?lVqJDngXYyi_+(K`^qoK@EW>Z zYi!j*U+7zGHg)FVg4?*PnxrKge{2#~SQfu(LeU#*z)mrfhJ!r)pO}!N^pzW>a3&=n zuPg76^^oJ#VS#l%-LtnBoUPM_NcD?ur_axNTim7zc+vqT8D3p+q0m}celfJVNp%B} zVKSm#~c>0$e;x57UKhO|u{p@xL#iuf7i*!*#4>I^A-7jY2Ie>t_5eflql z+;^ovSwW936@=fYZWIsGOTCNYLksz-Rru+_lfL4@8Y_AP$9Yy@)6$Nzu&HttC&~ui zc>uZaQ>&{Z3UiZa5|RS63~#~?MY*5aWF*vH>BBdG{&yc&zwi+M{9eVmS`Dn|LV+Nw z(m99L&)s62=Lz!{8ps^If3FD==MBDEHY_Ipl>cP7`W2V7ocKGg#mO>$(9e4`Ke!RM zc02Z|{tU5wm*;4liq5HuXM$0Ak8UOfGCxSf@3r9*DcbAr-hD#)@H0a#tkz(4T}Z1- zSAZBMWO+rzg7KDmvl{VKxn)&cgPT9%M`+hq$hguhik|u2PhYJMe>4wU*LID~OLY1W z;8y5r7^ncTo^W4&9MI!L$0qND8)GYzyOj6n`4kEjM$q87qzQ^y%1IEJvPK2_BQe_n zAbETYN9@0&jXp(xQs5$F7z0p!nPEY${9$qe~8IA+@Hx?SMUK8{;j~ox{4;-e-*0|4T98etE2PbEv&G6 z8jOuPT_^^PSh)a{<5zFSWyLAYXV{R)0%Y!yr3B+kNe9zml+&iATX8zCcP$-%+}rd? zE_y>sG{|zQfwsRPjRx&9jiTBZ;7ZV-AlCO~L)d2fJwIOo4{O~vLf=wyF~?9=L~W5) zMs1hQi^rLqe|?f~Ne-4cAW4m-B9^r~&$~FQn;V_FMVndfflDQd(cBTWYb;h;8@)rC;|U_!Td&qeH1VDg^%Stvp?>VtsH`594?a*LTq^iVee*`j{P3 zZ-^JtVas+!9DyNhwM&Y&xdEz?AWB~S^DuU`G~trAe}l)sP#LzZEa`qiq?_CMniIU+ zLNmS754Ea6pdoZ5v8aZHZDmIM2NZqZ(ne;Ew4w1;z`YgC8#6aZ)E!#~40hc>_rktzzVn5zD3c_* zb9fwVe?CT;F!~27dx}2^{a}An(;`?RC-i=CQ^)drzp?+NGR4@jnvJ4hUZiOK@_lL% z<6gw@s>}q@_*Ux+C7a_IavwLO)mOPBkBD*#0*p<+NTNYht0ea1=ueZUsu6n@x=Tir zn)RXkVM;x1aBqRuG)1+DooM0WAl{z3Gcrrxf6S%PcM)Yuh&y_<=L#U!%8S}`S=-~G z^lOWPY#dxK$Cy!jzH`9@rh!8YM}T!XYliu^)A^U>=G&Z5`Dl*E8A!EsOWJ9Ds_ev4 zJib*?sSO|BP6$W@#V7;IsN-m}ECOm+c|OsOyj4LWlyAu(T2w)1jx2;$#WcO{H^=#N zf8JEi##WOdYBZax5e@HZgt}Zln7-|Rm?Vu-$_^X86{n@sO`!KvQ&;reVKB6h<(@}h z$b(*jo`$OO>X(p@ikJ(>|VYjVgA=6M6hj~?yf7w(07WG*O3oXn^AozB6eD5>k4^N4G-5DO` zqzB~o7yWly1EA|uO$N(O;%P!nSSPq2$Cid{(nTNGAFv5`HlO2Sp19#Oh{~QvyM)lG zl?BlQcw~T=>l@aRtYxwnK^5jdw4YTlG^ojTi0)8X&^9=mJ9SA0-{5q?M8q{Re`qVI zHs0vD^q{@_^v&ylYA98h0cs#CmHI6)U2@9Oba00CBSI$yl)WR31m?}1gt}b^p6|4m z0jjUhVz1OsWzU3^Hd#YYrXcAT z0}XU-@|7)xP2D@^SOr+I6l&|vfAXQXLuhc4X}azNj~cJ(C7QlU!&HbbCq0+p;E@0f zc#pk+D#iT|TfAj%>DT*%S7#8jo{;QZ+YbB-6!x#^#}5uNG0~k(xhF|;*i5v}WY*;i z8QS)=5tlSMO4v3)C{rm(y1V{zr$_jF%_YXuEpH{Iu~X<|WEFBBYR~dQe*hyip3&q? z19VJfcgQ{~Uyadl#cpka11x2UB)tbjx(Y@!r7V~2)p{-nTX1IKT4`L}lbD6v46umA zBJZTlzTMy8G*ejv(~C{}e*!(Dkk31AT)GaM7dw-bizW09LQ&ybCGemll{CHU{LnMlJGYCr@Ael| z`tDx6EOIst$e?$X_gs6&3SSqVYBBN3adSAI?aZ~e8_j^yPEm+A*gW9~m!0(@$*BUSr8JtlU;jG9IG&x9q~a z4rbwiK76}4yqd8yyx8--I?1rcW%8RL6ILAIiRogEGRvT|f42}DDcN$*x8{wq_j?JP zvLkE@ZB7>H=dH_%>*a~@Ky27ZUW zw09$V>+#;0pnOVpazpOk?nml4V zv#lBEEW@Q-e^u!&JeGwGQOL3>$COs;7F#0!eB_q~qo01 zpPEC)T+?&Jr-JmYmN$Fs6a`0e^t=6g&zWWn>gHu1jo{amZKkM-!y_&lG>kKQF+6s7 zg+^d{YeEX{i)H*Jw`>=r7T)R;vniQO>KX~nDdv3Oe<0h@hka4pz{oonxj6wT`qHHZ zM7g5a9n8m(%pEoPI$$@mFTi*boO3!-TYY?5a4|A`9+4+uvQC5$Z5gjd?&>}xP7Nz> ze-@pGPs4q}L|73j`Xc*oW-vZ>U}-aZP@?~RYSl@k)2e{=2`Q3)1zqOxp@m9`W0P{~ zYWa2lf38XO&8_ii5wne2Rr$VwF=I+yB+buuVv9N*|#Hc-J2xF%oPuUx(g{tBw(Y4 z9qo0If-y!iO7sN$9PH=gUzGc&`ja;BMUkLke@@mW=i%XR(p*1}UHffOy*(U2L^4Vp zeHYbjGfhJ5c?!ujxC(6t&E;*A%KUv)eRMyq8n-MdOLHht^xeetO{Vsk$JIX9g-08%bKCXlTfJORPhc9WmKh6(&*9UbIV00TpUmx!04pXkaIu>1Jn5aL> zx2k-TDO`A;541wjIwZ!4=wQMN-P9C1e=?HbiNDH7ZX9o-4vNd{xoTGK7^l`CKYqzZ^UxCzW7TdWsYAG{EY}hju51oUrbdYCya=+G# zq4AK0qGM{_Te3-z<@n>~kW=QxHQ#lRH&c3Q<4rPNOvmNpQGtM400Sn(8zSE8e~g4> zlbe(`o|~x}W3dWSgc2V1Z&|dz9SQu@pnWUZ1x%7(U%qfaiJhYh?F3O}cmhKthsY(L z7#KClS> zQ864%$KUmqgV>;2Hv2$W*akfVf1g?fi)l{~dkfuk?o23}V&KN|vFsV*WKlQ`Q5ufw z3A*V#h6DY-TjhsQxn_7G%B`293=xw+Q@T@fHcutLl8mMuL*cU{aE9}+;<*u*`SfWW ztzV71xl}q2#ZGPz$#>iwe^P}uNCU^br_n@0`NV|?H!itg_A;A@n{uL)c`lAe>DXAz z{_5fNxf^91+=+5JHUX#M&4xvqC8>m0Pbh(8s_%Q?=~r0v86XYLXn-sMX;fa{z5h5Y z0QO5f$<``4c{V@u%F(fxQSdhujx#lyv>>>>AA0O%RQMORr-sB~f1$YiFm_z4E0Z*( zg0r>&WKa9ooN1;bIuZZ-+u%#|-r~@lNP?Dt5upijty!`6Mjb~U{O#IX@ZO7b!N2|D zSmZP$En@6_iYzPFi?`@V{cKucVxqz^_F=F>Zx+}fhS-eXvE6#+Yso;74J@*t#_F1f6h7SD~D5cY;!I(9^oSC)YOtI0IAe?MH|NG2YG0F|*nL z_0XvoNH?acTE~c`?OsIIPUEybh0*cs!4Tp=$+o2>cJDq?qBl5z}f7Lr2@co$%GEcXk`qFei z2ne*06Q7Tr$GA$LXdfc7-mDGXiacRERn!LlP=36>8=W&-^=ah`tg#k4KQL)x#`(E| z41ka2s65v#!oH~*RV@{ov>Gyn%$8p<#Z+Iy7VNuD6y*{Xor)Q=S zWjl!F>rtp###i*dNjHk6G5UA?a$`#f)AlE+f%pOT75vdK4E}8FBfR0($UJcmjg+5! z<_YKABAC%8#Atjvtg>aYioU0b?R2X)r5ks!W9T8Xe>mzSpqp4boqaEK8yk=1ISa;F zfT=rQV<<2p7;%A*TrNbBRr#U$EN_1q6+uU}63gT7a6E15d+=0xnEv;2d zh3JPRe_G(;VaZukmaR2Q R>X%d?yDMlDUzSYx!PABeb{7EZVUe@pAyGdj_L)7E+N(99Gecq-?oxW8Rx&7T%*fC=SZBt^$!9qr;eD0 z3>5bDSxbB0w9;0QK^BiKO`EsD(z=SYt7@8+*h99$#k$1fCm;8rE!R*->3|tSe~wMd5QWWG(S%0sLOM5k^&E6?XS_nrROO#x z=Ual?t$j5L>Bw;j6^${dws+h061iWCYr49x4cy%H(z7sdf0Z z(uQTPBtH5y^|5u3%lEwOB z%S1!UQmIa~^O%=fy04qtM^7HPOFz$3TYtbvjgf1*W;usv-La|0L`YGZB4*{Av85H{ zJVILsPVb|4mox5PhV*(XQ!9o3v6+WF=~e`m*{kbjoxtL?{cpA1)Oq%+iEYtqPogv;rnBvcXR+L+_J=ci z?4j4d>EY*na5QWh?kj;W>6sDhjm}oTO0}b$QMsDsjuESr=<}wDc9x&6SZ*@7wtNf50Z|5^SvW7ZBFN3Q6V2x50T|#J}c6MjX?3&(y!cEzW35+?Pwjk@>-8yxcJY*9vE z!_+@X%SHxMm+&@UbMV-dH__ktjKQcYhN^dF|Gd2b?6jqFBQT}u_<5T7(XUoKp!d~n zTfR$V`g)}fr-z49-Ymf`ufGaD~?eS5+60bVYq)0UNS{gJ?c+;uWGyZ0T zgu=NT>55z~Z?$du3}G6#dn-?k1kvA9jK?}?&e-mor}Y;de_TAZn|oDDXF2$$)fp$t zP@q9|+-My`5#FaVR%j{g>Eq2vY47T#fw=~#51R@U?n7^;o(fnzAboX5Z(|W!4McoZ zG?=B-`D>gQN|6$1PvjO~u(PAuD%HONzjvazp`Kl^nJ3wa`0}rftVxK^B<1Qu1cdF! z^&qlStOoC$eM>q;ey#T(q#6l;E-1<-K}Y2x{b2UK6~(R59zEW`?~5gc&(xmvk})m57I`J%{wN z2FCRivRq|f92sNH>Ov_v7OC=5L}F4O)3Bgb=n|v`K2;C(AK0|FWiAeJ8 zP)1O6;pZ+sv-02??fco1e72r#ukkCCM>0$+VV(G%SMm>o>>;MGg=yMBd&3f=(1aM( zxH6N9N@CBCz{)o)YN|>Hh>a{%3|RA3qn>qVLU9n>$@l7aQ>9bA2b!(x6GlIGV`Uaf zIyP{ce+295KKbb(mn8e)7r53VhXoDEq#205E<^M9)`~w%Q_bD+Q4Xot^~rI06wyq~ ziXaUkOL~Dc$T6-l@h13mI?K}XewB?nBqZ6ReaO3LV7Y;Uq$+Mqssmw>3h_p6Dh;uZue=uDvmKQ?&w~({PW;t9{9_lr~kk)jW zVPQzR{>gf&+hEi@4lfrYqERgdJMWP8sHlCe)lvrJFN(V*s#&nY6rvsT$;eo8Aq8=> zNhZAI3B;EU`d>Ln^zeH!=$Pql9Nkh{8uki-H`wghpOs$qzW1^`en7_QqZ z{TIR(b`8+zC_!>{KbYt?C#82sR!N%?l%D(YgY$-7tD@*30Afy&-K0_jbfpO5P`3ob z@%*A{^1jA?c_Pi2$-3ql$w!NaU-8tHf60D%!^!(4UBHgv)byFQTsT$od)~mi)9tgO@(<`Yb3&1LZ_nT6t?4K6f<_6if7lCS zcAb>f;)5!2rpwCg@z%n-VD0Z+9&$rG+RcW(#bp%7z0m&~wWcX)L5-TCZEw!#SqEpAJ7kJOe=|efmz% z3DpvCkZv1+HjM~`)2#^#*~{=&ip@^<)H6!3U{dM_iSGX(3T%2PHb(Z!e;mi92#Uvl zgc{82D33YhX}%MTC7HL4@@wF8mTc1?{#M~SIJv>F&tfzTO1#><5x{|~v=w2KJ>}`d zzi<2c+M!h)1(j8_haZIvU-q)fGLq3fb6usmXb-H9EN0>bsNRcx|JjYi>5_fn>ieg zjc(&F_qY&7?KRpnm_=8sL=N}nG@haHTVrZ@RFY^Qg(}4M5JO-0sVA|A zvBA@P%#Op9Bv#j!OD+Kl;C110r8nc9G;CMO-YemsW`<{(Nt{Vi4QIWp6`S*w{T`qSs2R|{-tH2uSlF;Wx8U_IGaKB$!bCDE2}t-3)d%1 z_K7U}u~|ytfjKx;EN}8Jkd+~Tk#`Nc`8*V{HJX7#yu6u78_fykh;dkKrG$InAdZD; zm_(yDOzD`DfBN_a;rogKE@-M}oI@!4ki%Xk_!P1(*R>X;UGEOfBXx}S2SHP!0mtXu z*8_UgVI||sZ|gIS?fQ9u0NOC`pb(OSiJSJYq{ElI-DyC5bOS@oZk-A(hV_)kko?m0 z)3hiRWc$4t2vA?msOFag+K(|u65^&-D=LkK_GZ!ue}Hyz8ZSdS>8n_pNGcYB?%(|) z81#|#@(IWOXkz--(5u_=9&)29tghH^$JXFGws=}f6_*`~vvn?<7yU5Fr1DQ}Qg+13 zB1qJLiAU_)FhXV62=Ts@UOImFeZ0x~cgb`K0DY5U`a4DiX5lsIce}HARbMGVBBv=S zmsWPye;;ja9zJ+s6y4LkHqb_Sw?5y4pf$c87YQgvX=-tJu0O`rQ?HR~ClP*9TZRlk6LlZ}|;zrqN0V zQbb_`dE)m>j8Ba^P#;HH_pL&JmNuf^Nm~netNOaFXdhBk*1Cy}_8miry&OBC`Btvq z^!NzZa**W2smX(rtFr+ zf8~XKc);gU**ycbec-xWQ%JXdR1NDy3R^W{R${xDX<+|M< zKwaP7FBQTumKJX9t)lP|Ny zM>W*O!|J6}p0kX2_twuE)SVPa2Sg;yjY7!SSoF;A7_LV{C*XUo6lKMYH1>1S|tzk5xiCm{gkH{;98 z`|g>$KG>BOrs%E0juSAF1Wt8i3|E{F4cP+?FA>>tC<9|^ck|o z8a$J*4k_ZeBWnlZZ&-~muv9+SM-Gy7UF?$?94USH>``?d?imI;W$wbwAE|h=f$${W z;n3-RcTeT>RA!esVfFe8e^ejJ&?~qbzv8oc+59esubr*3yxj2Gdoa_U0l}bX=K=i7 zP?bS7#jL&l^Zst2coojRp?zJAn*| zZ7xrxUrPyue)M_s;QHi`$FK}n`wX8Q8AW!tVB`I%7HeIa#C$x2>;DM}9>tPtOBR?U)Sv#zGflVmyw_w|C6vTCmq7 ztMWj*Z!=|)&&;mh$M}2X5yefgE@$D|O=KJgf2Od*-dF$AJnT%)SDtry6B~DdnctVlcz&)F4j{qvEox}HSC~Z? z48GT!X~%ofnRY<*kZ0(*Nqb3&I-`|RkY(OPSjbZPn#*OH)u)Eb&e1lQZ%AyC=Qmm0 znAq>Yy1tqlSl_>0MJG`xki)bT%Aa$@*Z4I$ntZBRBHs`Cf8Fs9s-1cys9*oN2Gs)d z9T+7?Wt|#$TcAa@(=J|QXcT$C0XV`j%xkOC-GDbvi3i$WnrD!H8*S&n+^Mf<&IzM? zc?Z$)nNr~ONagD}?MN0L^NyEU5QLJu^wJ#p_u<#6L=ON+|{D&NAUoRy#~FMF_;7DDZ~xH+Vp)tvwM*8ot@Erxy<0VHl85e~Vg*07mPZE90-vIQ$9L%^_cdt7zX1yKFV$BJICQD)$zvz&(fmmXPjkqWzPh zv{EB2s4OQa@iXP^{Jb-F$_(}5K*GDg7ZHoB*Y%#Q(;9TRC|7-K*=3~mA$FwA57wET z-CxgF(4Jr8l;JETmO7MZ%|C`;rpXsZvEOSdp~W^7qz}m@xN&qRkFlrVmcn2-QZ6nAbxi(Wmt0wZhJy)o5?(4 zCl7w~58DHq0mrN#qn75R9g1QZ%BL0-)H4NR9ScPp;tsy<5A!K`FRE-1R^h}Bg!R3h ze|%5KCjRxw&Ljz`_yc&GG%f_mpWT5nTTnByjz=Fg@ADa9%f(#>L#k9H%Y?`K=?^ZC zqvinS+hRRuhE_toAq;O_Ik1Os8d0B1nr&Tuv;&4o`mPnid9Y{8X!~FY4@RpzXKr{+ zWw^if%3Z^bo8OgfLF_izxAy>DMmPK-f1b3AND``jvU8#HTFin?v;D^~UwT08eMG`H z$Y$h8ozPL17laz+nbV5#g7gcCOtSXdF5-w3RMebr^xNr#7UXh1{$QXhahVHW=jVIT z{NRyzuFb)I{PsvI2Dy$sCvGwi{enawmpYk1CONr=W9P*8>j(Vh<9=p8w1hrPf8luZ z)>1PivaTEKN(zwMCm7V3YB6^Lf*B)Uno8uMyxjpO#<+Ao#9NA5I!-s?^nNvslH4l$ z+iv)UjR5?^O#(Ttbm69;#WxCJCZ>(M!k5xmLPc%TFwjilcACa{3wQ}Gouki`noi=; z++mg6m`kdzB_o-fGXb^8R7vSdf6OIl7>@$^T-%KgS!mHWZk4%>(3<5g34F)QWA}Xs zYs#c2Dy0oMV$oW7(Y@x^9z8NanzNC?>;L;VpUQx5Mbgs^$YyRRS2G)5&`3!r)k z2=-aqVu1ve+9}GY{0=Y`#6-uwkUt~#-l5ZQbzKH@ok^f?$R&*9NAA{Me`Ad%eUEqj zwkZ?)s*)jE1#Rpb0*M4#4my69@My65#==F{Pgzh#{PSlwNA6g|0;bf($6#KMVrKxd zT{n%6`dcrkR*Ya(d|_5>z89ts6R=y14}6jDKMfw`!8MX~DcZz%YG_}Mzo!9l;p<+} z>Jq-k6BW48C|umQ8qr&FUs-fVh|gZ7sD1uZiR7@tvaFY%xvw{|U((HsqGv_sl^6Ym?CceWRJhglw_#X_mx5Y9D@y zQQCS=VfGZ6A`%aae|oA6)8CL2j<(t@&m`s+>iDHVa?m{f$-LZa|Jz3n#4OngN`cwV zuC*Wm{zzaE$JN~MJb=~R9|iVBC}i15R5sOluVxhoS%NU>a2`7(TWfk7XD8ma1jeov z@Tdn4?hl&ew$?Ei{0aUSD-t;{G@wMQ@&dX65!az3%bEc#e?raeg)(s2vy-=gctXRE zhm&B;U5UxZWb~|dGHkrE6UThtWw|9>As^YxvYt^!S=5t)q1tu~i*4P-j9`0Xa>YA( zFVZXf^uppB?%p#%;oP}t`VIk8@>Qi6E_U)Ehly$deJ%<1hIYkr|J?W?I0ja?f*}+8 zc+^^?0=4c5e>11ct*?S*mCKPuePri>6ZvAfs!58(iB`}Sg zs_9V}>0{e2`-X6k+x>+>?7WlzBONM}S=|G_M&H zf{%s_e=Un*gCqcfc(=6l-)X$7Eo21hr7@nW9cNtYuzYIAgls95D+?zP?&Y6o?(${vh2(Ov}m1+qo7OVv%6t?V=#XBV2tkLmb^(k-Wh>xYJn z0fnS99H|W8zsVd%UQm}p@QU4QlzEQDj|`V#S^hUvrGLIIfp=2v+QYx0LjflF(a4Qp z4TO34cFsFsoQ{d>n>fipz^atZ)970%5{=OtqQ_owULiJbu^4MAvG%ps&6Q&7*4T^U zrDduvcrkV$0Saok_pL0l89Ie<+PA1PPy9`20R&`5;=MeS`CJi0SW2Wg2Ysxbn?&p@ivxvqzpt**BV}WQ(C(!L15Uo7 zY+oJg;hY?U-0nf-fT}7B&?v@pa|7Iq9b896^ndzJxWn}y9M~A({9-H00X{~+8_3&Z zyH^?8HEjV`i1r2!E1vKXvFe&agV}OcK2W|ny3qbe8~=Wz+*NFh`u*Qo99Yz7RVGtb z6?fHTIwBx{uQEERzLoAsLvmYh>k%ZsWWEWkcAHk1oHV79S3QBNm1Pil2w!`WLjL4O z+9OTvSKMlGer;LPDpT8C zmuxE0ro4A`i;`^w3Sw7fjP_>zdCXoBOMiZ~Z7nHuZ+ESr-_MU_;Rp@#P$p_maNJg8>(xMT|u6S4xbTx-Nz_7Mi2 z3k~lE7)csG%DY68nK6>8lz;C0>zCkT=zg3mRR7H^VM%TQIlPFK@8W#n<`32`ihro$ zlOP1PIa1o6QeCG)k=^XtHU7l-uPy6-C?ch)#>N^_{xtJu$>no4UZxe)ewA2IB@2dz z4CV<&!zI!B@Ww!gljo#*F2Z~@Y=adiam9FB)XZpV$u#C1J~wikluB2Z`92mh_~q4$ zW5U9=&AYtosFBe{de^!26geP5U4Q3n?xiE%#MxHDLfxg4+wnLFa2?zUOsYf-y%;EF zPAC4>{cQ-KGXBKa$Y_Po1_I)v&|o%$m2M}lxV?E~^H&>->2^F!Fq8tAN)U*R%V>3~ z^UtvK#c&Z=NKmkc&El$nA8;Q%IYiE>f(|yGWPiJ`B{bDr z(r*J)+dluflgE!?zMEAQ-Fo0Y89-NGIyhQuU6N<TkEu|fK`_I9GlO!_(`MU zlO`#8SJaIz4}T%ix=7!Ybjw6d@g8np-IGYO7UsoFDAC~}B_WK@6SG9Y z&?Nk;Zbr%+)FflAl!)xJv-8zGv7xm8ttp5+e=!_$@xW4vQ9visnd=J9_)rM)kAP%; zU7;xhxddRF{z(bhvv(8_m~le_*9>26PS%}z>G*&wM2syH_96q#g|5Z$DKYAJJ{Z_ zY9+R>&3T<#sr(9ENa2vKk6NcyJ}9d3DjcK_S?<_v9LuZ3>-^l`gcVoMv0Ac-o|}$Q zwZ<^i2+9IRg8nB9D1Z7L`CJs1e5p+eHY@K7DOjhSrgiiLdFi51zl@NLJtqp3$tqg21{+L+bL?y8_zn2uRhiXQ8t8R+SVgCiC_H^ zYcEhUrSY5&eTcc>-?=w{6C8&17hRO}0br&jarcdsC@A+nC;B2QznvZLbexyI{8Ep?vQ|JB`=uSl#RY#xL~05=HD|C# z#Lt5b@AOR_c!BxxwB%561I0H$^!QW#gl-u;Wa&wi zjx+owR%sEhH^IDVaCu3>46p8}LdAg5@*w9(Q0jv->0;9|o{tvQsp-pl(%kgi_ehTd z2^*?pVjD>CUwE;TGmdBzP?3sq!4ere5p{2=4@-iIB!3KOLm*{sZeGn+A6s*nav~j` zigrK86cB*{o1$aNubs-?$E(<00-(W zTjKks3ICpXFc@cT95ywmYj3$$K+~<0Agvb}B#Wre0IC=FAFNIRqEr2$bcw?;QFu09 z+{5{0r+?ll6}>NS!D6fceu~9zsOc;fktZu!77rCD7DSvj1N^(-b9LI=BkXKdUoP%; z5kzu+=^$2TSDCo^9UFH?nRRkh^Ly;J#a#eEN*mRFJS#%-wW-5KBUX&TFRa(WnL7M< z=flv)g}V)HA&I5!IRf3YR(_I``a}qOpnztVd4HmzF79#O;4eQ{sX1?KD+geh3^2vU zn*pR8x#PbQY7Un!FY@451(Tc<01%ZnHZP9$(D`C5mQzf2;_?^U^^eKk```L@uBesCiDB)UbK5680dY|)bD;DQ$vY_*28Q=5 z4F-qLTFY%&()APK4fPs}wctQ}&warT)69dini7d6Mth}FpN{X}F?Ht}NQ5;Nm>T({ z%pdP}O?L&Ho7x2aR9C3TQO(^x&U^MR<$o*LHz{xKI2Wv8Dx5|oMp!?S!HXVIe6j3T zfky&1P43Z%BY$0B;AdW@=`E>KW~vDT0Zc z*I#z{b!1U@#b*9pl6I?B5K8HlkeNR~dIUBk0TC1%V0r+73;s^A6Mqu+0OEzIu$bd3 zo2PQ<)5*>?d~$IOmg>E_3U}Lw9{~wn3kTjK-lusy27J1*A9PZ2ZdE+-Bl2 z;vh>9AHb2y>g3qo!w>l%xwOB;J>cD+nRpupxb$-DM#UVY)dnXy2|w4`zzaK-8@ISb zUBWO$-2`T+&Rem2w|}5#?Yd2ZGTm51RO(#8ao4Syk<6Ae)&!dv(w_`Ip#3d#0h!Zh z6It*YYL3@Gix#Cl!B45r*Cweg2fG7Ya-dad-sq?xg*5;@q3nd#@L*Zlfhy=e%n9Z* z^gqO}e~9b&!~jyw_X1?)D%ZO6Z~=@@wk2B0qdOIpDd{!uUw@WVw=PYlE!YU841;l+vWK?Y^@~`{##>-N9=iFJfN0_?NA6DX=_XJ08_tK z!-J{bqe3r4IDeKVIQs)ZJm>IMV(b=8C=e~eIf($Z) zackNrRkKQEuReB-0)};S1=l=5x1t!>W?tztk!;b{%ztsgZrDl4U&&(>yhs-SAzCE5 z{fEEf(2q6}VDKXfOd;)P(KuThAAKitmgwi_b|2JV4IFU9`ZMmj@e$&?I)<2xt8b%C zU14Rmw=BRGQ23CIs!raQ2<;6S?3dyfL&maY#de0SOF*+8vQWA^iO|wJ=+~Z=sEo@} zdQ?-bvVT|I#4biWZysV%FNQ>3GIENv4l2@7gdIc+{XNH_WB1#1;ZhvXA99s|#K{L- z41T4)Jna|Nwp~!B8HWZrX-aPu&S?g#ESzvctkq!D>Yfm;$J$kQ%%4un{=_)=siVXg z9Rsg_`v@JSa2Du`P=Q%gaH$#VLD%TK3v>~RdVf~-jlQYtNWTEer|)|j+0s`fn+ z@)TbgJ8eLW@JE$pcVtaKcAr+W$^w7GwBk4~mm3X@jO3R066yagOI#!4`VQsDF8xuvLu_yU?-CYzz<>UYElt%rn>t3t*MMjoAmK{WWZtZIJ&D|( zlKAH6{;?50ma~Ulzf6QVfrv-sNTW!U|9nwU&#!F>Ea`%MtO+)yH({+GmDY>i>k$yA zsOa#vF6;o#Sp?{ZUw|>%!0gjHp+VU702h+6sRevoCxZo7Y&-h(1ke#=iR2!tV1Mo) z!CRph=1vm_?$(U?yClD;q5nI+$DE7z@^DacwkTQNY|FbT_ZaBms=@VuAP|MtPUG8k zPk47Enl&0Ctigx{?$g+4XzouC2HoireFR_j>Rt8Rgif2xCogkZ^H!TGc?vLu@qMDx zmV9u{;h92C`?Qm_w;WNd+T&5CM1O1{4IZ&va!$#o)EusNu&3>~&)!^W$aw;cex__L z=V(WE3v4dv>&H=HFhq;awwFqDQR0Mep1F2VEeeNfob~OmlTv2=UH3;N^AxSuA$yeP zwy%`5Jl#Q!w?)yZ@2pwCZkZ@C zM}d&RcLljWmkH0fI|K_?&C~X)8)T`y6*MD_;EKPNhedQtjjcI;pg~&yB0it{!NLGC z88TQf=|cV|mD0oK!+k`Ec7J+U&Mv;YBLCDv9at6(uFo|o_s~C3tWSbKKi{V~QvuA# zWfxMW=YWqoA22J6e~zp+Jq^>|&89}y6G|1k>(2dpm>aV>fkm%RsY8JCHD|>e)>cfLu@V{LsynpMNn0zKtp*)y{zOMiVNFO($B=H*?& zI(7^D_PF-G_HHdvC-mss|5!s)bnFM&8?t1xra9uqv2pCG^N?W&NypHxDCWe(VYU`f zcQrnI z*R~r&C}2(sO;R%tu7Bj+a&l{4y=^#@$T1Nj9k@vh^rfetxbL|FSZ;b$xiSh z@G9Oc2}ZOb&+IAsL6(0JU*h^wfQGh;^@*)!fhl@z^w#Bsrn$GGdh#c1C3MqV>$U{h zQu=a2p0T{G;D6P)xK)>5Ohwdyv&vXaguJCb;-*rJDXdbZnJ`0@YZ`J|*`vDf4qD0r z;|hNXp-UBu8?O>E6Uu-d3q3bhi;~I7RNE{V5{svM;Q9{!0eOa3$9uI4IqK2z$UtV1*W;?G1veGg{OeE-1k#k7>hm*1I&v z|ELHt+SYMjqV-0z-65oPq}B;45nA!~Crv7q$bWY(05)^yWq(Ij1O3Arpb}>DiX!4c zof6g@PqD%67EL(n+IDO!_cA+|4VFzhxK~1)-R?w~wd~Wxg(fYm+MfF4tCo7nUNKZO zC4BTn8YNr>j1F;Xrs6XXmWgs)2UK}0R}_03tGG=hIldkyBz43WJ)>Z)s(1O^q{wQ; zJb&VvHc0QU8`oP}6VmeTdo!>!X8fs~f}^Y85OD`XQ;~Ir{`x5`7hq+ECh$Pz~fpp2Mq_F zQfj3@D%NLCD>#DsOse`YC6iJ>m`E)L{eSu^$?{$G#NSB^Tk)HY<7iKIIbYcEc+y^D z_HPAaT7Dc~y7NCl@3L{k9M?ae|9KIYO#`r>@a9oOy$|ONBR%I}CgZ7f%P+ z)87`xon{GaQahM^m(A&6Jm}+GCh#r%PRj?MVgnteWxspPpUAYs(Rya;R8)qAz<*|P z>bSD4_Dg0A=^_>S#(nHl=^bGW(~N7$+VQT~0oEg&>lfkwcTe|foy)cco~prKMq-i^ z!UmL4+cNjhDGU(TFhACeFpx2}%T|FF zSd*dPKRe%1e*mc*HFT}y#eCE^`hP3!>!ZS>8)y)Y1^dR1)_kTt5g{BL6_(x$>8FAe zP64-jJ2uZHgN=k~*f>(;E!Lotd1TESTbN|;7%pUv&1ry>d65p4F+$0^tbqjs@lg<< zv6XkGUVu68N{pJEY|w_lnPO_}C^m|O;TWY)bC;d<=i2C`(4;}# zuXjBr7DdgEEXz>kaJt*IoR+3_5WW}$k7#e>zdzNY`@o0Uxp75Qgbyqg5%bLYL|4Ip z09epK6e6Q};jHP#r|wHAnlVxS4ajWj&jmudOvG+UD;?PD;%>V$D8coW#%eB~HrFIU z-th1!|3C}B*UKExvwNbg5q})i9m{MlB6OQ-p}faHudi@7CPNe#9{^&k%qSsy$ME^q z2mhGLHNxZ{{yV+p#y_q>oS~;#j9X9;@FUOphi?vTts(fyCk#}CBNuIBr9@nV>?{@t z4fT#$Dbz0u*WoZhNcNO2=MIa#jy%cA#YgFRUx+e3;z$L&r6{Y%%712< z0he!Os)Vq9K?YbGzO9^KDM|@MTJ3f>at(w{=jWop4dkY#Za=UBoI*uQ1eAXt&B$f*Nj%z3MvVg zmJ&tj75i%SQ?2}vp^_*ly)=eaI=<>+L5!9w zto7}T-M|xjbNh1q9R#LWpxB=Siqw`hkYqBm+_|o6PKQ$0TQ!}>Ru(61E>KLxBU+R zS0k4TuK^RcXEOnx8z?n6ATS_rVrmLJJPI#NWo~D5XfYr%F)}v_FHB`_XLM*XATc&M zGdGtJ5CIegF*q_ZF_*z|0VjWq_ytg$Th;~&k`DH+j4VvdyZ|u; zbr}|B05dZi6Eia_5*3xYm8&iIKXN20O|Y|zm4iL+KP<$Y!64T+nK*yQ_03Sh!5$#% zW(#0p1F&%NvT*S-GXq$enR)(W=-|u?5C^$inE@1-0J0ADU>77RF$YI4XDbU!*S9?X zc?8g!(g9d_c(@q;h(V%X!$K&T^)IW zKo1WOCXk&AlY_H`ART`Lz{ASb5}*op0Xw^c%>aK<1}K8;!2hPkghT~Ux3qHkTcPG) z?&<+@1_Ry%wpONKdzUvCH+wU%GvF;dKuty-pyUX)|JzvpZvzIvzYhn%!o>35aR2uH zE0C4_znnp)rVe(FAbT$>dkcWMl`R;cBq`72>gmb=0NI=UWe9(=b#Zv}2f2f+Y(XY( z2LCD@1dtR_0f62Z{+pkRsk4=%s|%BhmF-^~fq#X0J7x)cGcgA{JFva03({ZpiCZ~? zP2bMl3;6Hm+SogI*!%nknOoVLng2z@%*_#~VQ=N+29^>3x6PXf>5t3;>XE(5) z&p#Fai;!4Y0A^OEt^gCTg_S+hpXhI5u=(Hkt^dweo&Y`OxA9{EF#q-W?~}pXgqbWTrN6w}{KzX#PtDe%qn{%`0JV>R|TQvaxb-0zl5rATOl1 zUcVs@fDg;tR+@o5|2512Ad|g=>zfPUjiVpH+`)et>959easYrLe~JD^oB*KcAH)R! ziv2;{0HF9E!~+0I{1 zkoA8p?OO*xE|&i=c`MBPzmVh2!raRJj}OORY6myxe>l9ESo{ON74at=`&&CKy&Nsy zZr?u^Z!)WYz&A#=|A23l?Eb*F3jp}Xm*ed$?BC|-ANn^&4u8_UIXnE1`mJ2YKkBz; zIlir`!#|FM<*nX-uwi*C&gD!InRWLwW?PL%gAEP?TU1c8&e)`eJ zNhoJL1DL1U?~}lPOrQIe;@HF23x6QbbDk=dWQkiOWDl~J{5l^))P9!!T8+fE=q z+eQ@m>}f)?YsmMZTfFRR^lGYlu{RqBO+{a2r4+V+BqH*_3Zmrf&(M0N&zOI5zVdaW zvq^^PE~z>58O03aS=i0WYL`CCEVHJF<1r!5aaIhXo$vPoR6`(gW8tlrZH+d9r(Nqb ziaPqyrID$~(4)^ENlqw&HH(OSIj4V5Nby+ZqYyHunz%sYWa-L z{B@3Tlnhdc?^=Ni=B$%ZhNcW*!d0n0kqzUVeg3CgLea8n-Srg%4er;JDGgUv4dj26=k-b-kqRCHb;fn8tJ6eb8S=F{vO> z25-(}f^{)JQn^PM(2goaGLO=7QvP#4D1U)mjn>)XTUiVOfqCPQDb;X~JtGnKrx zUmu`x_y(ld3E?nsun2#cb!jQ5juy4u2|s9kbcsDthIv`FuST@ge$n6~EM^)6k#cDd z&v8Kc_`@q?cppj+A$P0qpr>A2m!t{>z8iRazmo}Ph_ong`K7w#QN|U|592*}7Jd(h zy6ccZM7jA6UG@6xr=k}>Adp94XK&{4hnP7=w2CLWDgVdhZ(D!>hRFA;ctqurEOmaPEs6#~UW*R0lx?X*ubCgVFfJtZy2BAPE#it6p} zIO7#5y-Hlq=@nuH9vAB7VJ>_pDufRL%gt9*$`YgZZddV)N`9=g))dm=32EKu9XJq z_XevugfTwbVC zCV2Lt^kWkHR2I~@r7^Dsk%~oT(IE)lRdG9QgonJ1q8L*A!#U+}MMpN)u9ug7KA?<8 z38F{>!^eM%JRwI##N!HhK3igyN64_0{x!1@qM4JEgEvk{EfB+*g0Tw%la+zq7fk^J6b-a@-2M|&`#Z5XfVGP|_6Ty=K#oJc_m_CxZG6@% zd$J)f^mi+54mo5ohZUuCUP(-b{MZPy$Ddyp3@v{YZ8dq%k3*%A*B@w$a2`l!ttpuj z?h~=a*4~W@&fS?g?_>7pNih==04R6aH z$oj$!P{TdSJZLXJ1{$W%n`w%oAn1WcF^hj>y&GDkQ<&r3a`tfp>t@ti)*L94s<#{nraw^%M;dS= z7gT*#J#3b^Qod?D*RpIJfLNLA^fr*hz?E6a@Ah76`0-tS%9mVBqSnJt^n3PTXYqeg zHFGr^wd19G7`qCu+pydxkIpN4d$9$7_wJh|R|kmPhG5=wPy++1S1_qQJb?~A_wP=5 zfXhLB@7eTp4W9oyv+*A6kdDMY#}WbiF(Ei{+H;h|eF4FqfTLNvs6fb7?|em$r$|IB z!Xgy3xl4v|N>(8GF9>v;OY?xz&zyhxq*QdORAVL^+^g2*c_EzeNu+kCxLHk32;&ke zjAEpylP+m;Eeo&WL0>MK^s9meRN3B*;y#!OlIg5X#hvi9D@3Z)!%d|EH5bhqcB&x} zHu~saL=V@YaBJ?h2&hA3&QF8aiDj-Gb40F7u`NHel>_=2v|wxde_#?_+!%kM7u8~F z*pz9pE=f@z#Jbv)&|7NqQ! zU|hNL=lb$)&;a8)X!6+kODVNV>N2xlSJteEf7^}9sjPGam8iEg} zK?UnnW3A7$vpwoUi3A}TlT3d&s2~=37^X&#<_RlMc-W@&m&%u;TMDsQMq>*B!gui1 z<{NZK>dEyIQsDuQ5%0iRGHwz$Ar3;4L>9>N92vbXJQa!Yjc8=lN)!~qH38y7E4Aq8VT zN<>Xh*0X&}M=LHVAWpp-U@qWDwI}^r9_ao>F#ZFX82}Xy^2xE8o)v1sfBSU0+j*3Z zPnNGOb2f5YmbK}4&dYy*iRB()4}u0<@R5f3@DM`3>=;X-)0LMvKFFeHYiQ_)B)whm zv2zOB5?+1z2OL*dZ8;)0RcLwAJlG|Sli=~P;z7{`cE|&mxCv!DjGO_>D6sAROSj$^ z6P~fw&3i@Fa_7)?1S)1Z!tK*xroE21pC;S`>IE5MKG6)yxNd*Hc#vVJ$dS5+vRJSt z2UfmfUKs|G*w#DnOjDbJ9!@{pot9WyB=5a-v9N57ttp1SRZ zc3+qezCae#PG=9lz$Y49pxz;OHE{3JV7nM~%5UpS0NZTqCYg}1-Upnu*-2YRvG_SX zw^te|v*P(~fVh8u7LWQzj!)RsEAQN}JKUETog7AB{3PBL5IDfZjYYi7D0a_UNQ}6Q z#ki~--CCREzSH2)YcrZhJ4WuEr8~L;!wJ}p?L3SH^S(Z}vMj`6n6yBlikI*_zw;ZH zG>(8?>i)ufYkJtSZ(pFg9?~Oo6Y1FKWu+!G;mzR$PHultGjqCl1z%Z3zoM$-$ZB%N z?G$AQI=DV@P_v$&pA_JAwCHM0Q@(U7sPHOJcTDu?|L&RcD7k3|Ub+igw+c+XZX3y` z3WpcpR(SL)&b7jY`bn;vY4ahpC5}b^_J|q&emX_<6{JvR+MgG20xbAVd~RYw5+Fy9 zo0Y}tv{`>?ZjPxE92bhwYYYoRj%5D>M;?9I0T>-l;}Ls^j8J9xK?}Pe1yo;FoE;hE z(0u+Fz4IO|H3i-FH!A^MBQ+TN0XKwxr7`Tb%i^UlD-!wnHT1ZPtlpv#HIT-@Y7AlW{p912UZdd0MgZF=@`$6xRneJFv`0ph(R4invMG(Vz z&9x2TTI7yy(@%gDyDN~YGfUalp7YaFEw->&1TC^*P7A7Q^UkZPA#+K1%%q$v)~U~8 zH@byr!z20PR_X1jxcME~_LhKeOj5bZG7|J2@6&lQZ8xG`biaR@6lSc8JBf8b##pjV zr80lA1@Rv648K7DZVCPJCc(%+1A-*4xi{7Om^2wh{gi=HvwW5Z(|Ypvn(kK9Rs1W) z`_}+$j@_=UmQvTy#c>sxO~YOgI( z)5b->*4<=tx)2hId(^jnq+h?&h|1?|uB<_jn%bLK1|B#2x)x3AL92TFA1gNTI%}gM-EuPT;3Ob2tfafZrcGPCdW|1_@1eeY2~S69>lub_y1fa8NYaA~!bTKhF_VYGN7 ze@#7(L0CN`jL)MI`Q^5Jf#CD++6wQHj``AUyy;_a@Zv23^oC86set$J*)?eYUfOuk znDSlP4f_D*13J=l%r=(vs+3_ikj8%%LF-lPd3NmSaLSFC*EhbFONZPx6-g>fys9x@M+^q)jFBcn9x3jD%qv%#UU z)txrV+~x$8ZGu9TKQ6z7O#lwmAy@j1;SvRG?b1uh)4A^UHEdVY8Fh^fg4Dy5nHY z_=Sz$jWupmpCRpNhVm)oZBB7`yS_jv*qx>|Sq;5(%0@1))ES(3SlRXd=$9Wa&A-_( zEm3Hh&9f0ql9u@bfG%|*HmZNAGkQGMIfDQe;jBxaQAtlDm`5cW1Q=nVkcaI+E^#E# z^GM9hVX>+Yz)!S}d>3mxi&JXT3vXD&uAaX`y_kcrxEF}vKNH?=V3lVdGVF%#S}e7P zGK}Tk#$gNVIjj7%dsD*i)#7<#cJQR$5|K~q`Rw8hP_%A6GTVu}quGBjg9M>T7 z4Q7hb6O)#@?xg#FJ_d+T9sO)&cm2q2irFiqEfKs^>+bL~qu=(!eBRVh?1`$wk0=uE z``DT%84Rm?*2cbX=UadEVe?U({*s_1^+U1(IFVi_*-@C9Z~F}Pw?uIrh55e-Dtr(3 zhjwwVwfbf7v@zznrZxOKzg!#j!m6Iqj2K@)txHt7Ne>lBpUMwSo4vw*1E_ZB{>(GY}2O;Ih=1ti@{Vg%3E>lANVN=oj6+eH&aB@TlRwvSeQgGcF z9wS)fUcdp%XGu-J~ zg`==NgI7QwG5ZqUq)RE}81JB`VpdbmyQ2^}Z4fKP0}?_Uw4193ZS&I#AcHGn5WBu{ zZ=(3e@-CWS`_O;4aO^t<$xZu9F9UOFqh~`tMKmvIjU-s$1_e1C$>OVPE8Hnl`FLP? z57~5WkEbm-WysyE`{SM(`Mqeun5}H4_MjyW@|Y~)?I%AbZnmMRQAs_wg8AO+yFVH z(uW#5RUG{d84gD)TqS=F!5Ir-oi&dARC>bMKAz{@*5#ID=F!Fm7#nV3w5O<=QIxQo zS_U+yG?CH1m~v zx}NO@b@qQD4k1>Qs(-wehbUR$RnqOFy}=MSy$pwkj)Am0_IiCMp9cBxC(^5s?T?BC z_`U0}SZ!zQ7g^!c8y_~{2CfBsbaQ@caK<~(%TrBm2t3!`0dlF^8{9`jFx~trom^^z zd&(G8c55YTgjBnv>_FMD-FNF&+k^+XLS86dPbYsSA)Yhl8t>#2;1FU5hEiS6$h6D}JcfR^*oi1kbOg%pTUZyHZDU96#W%FuRNw)0lw&&bCcL@;aP{%(G0)ljgMFuRTF*%=7g@2JX@~hh9UE8St~@550FHl)dk_A8 z6#xV>qp2EnfbUC2upcW5M2(w<?Cfb9JO;7@^1F>jQH9K_ubyV1G*YfcO!Sy zSL^Qur|0DeX1{jfXC=RwS9lPa7zp|rzdjLXPK-*r97^3bi+@|l@!9vD$;0d5cZ^>o z;ynxCcsJ`{YDnn#v6FN?=4Q7E*IE(f+Sp{*@%<~zkacv(Ih)q^9@T$$Fpq*)FA{lZ zCSm4iqxy6{#_dh&=D3i98v!>#w6-w0@L{>rQLZ7PxW9!Oj)z6N=lJuB;h${UA084Y za1=61N!IvX075PqQ@gILANdSgQ)O5TW{pPtcks{)2^gUot0#r@rxGX+^4VjDTdUkh z_cV#N?h-kb5Z$?`U@z$aTSWIAQ$x-Nfqk@f?Z0 zwYt*+lBx7E@kKmTrdg+QFoes_)Od{^6E8}#Ll0xu;h1yJcocLl(t<1u-+FEH%qwMz z?gVvydJ|qT9ff~gcS&vPJRg>_b2Y`e zud(3F>*0u$yyJSx!f_#;UKT<^A8h3po#k-{qiXbwZT*(##N-$5vN87jDxnRn}1kl_n=OTVby2*?G+0L>}{Jo_Vq?-36L zvbIQ)^S=1R&5I&HjD8bGk5{-9dHo!C6DjMXiC!5Hr@1}@^?A&DXSX&oqQuR9In$@v z<|SVDoG2pUT3GwMM{7dDi;&%$hEJS)Fqt^kDM)|r@MWLLj-vg&5hqRAiuKvJBYGaQ$ST z5KMnt7$d9OZ&Bw@f-JbsS~FF|3d1t@L?ER?n=fq{st_PQ#)|GbN&q!zw)0eP@EflV zIiQw~Xm9T^N3>|}#iAUH0$;Gy`19_n%fi)S8Pfrafjm1~cpWx(bqjqb-x-VIh4;bi9F`s_V6 zL8il*5dZ67ELH47*FFC>rat!rKLt~k-Um(&5~+-GVkX8Fe0`OrBw?Mr9eZzuRV06X zMUf>0gsSoKsksFR`#ulEh71bYuM`NXt)dq2bAx0n=+(fJ`14$Jj-lkXFVw{RaPNy1 zI6PkS=Dp^_Us2_s#d=ZqfHvPR3q?ozw|{zybP2Q^_cDf}?@^<0)`EO^gQaSir@UKV zg{TD%xZ#-dQ|`q0NlC9mr$wMlF1LU05UySJ`hFIhCEGcPR((^5_gp6sIU~>?)G>+< z=W}wbq6;D0&RZZHAUVyslUP%o!Oy;ztQo~j@aWHD8b|I`oKx96?O0O~`8Y;Umx;6B ztPM)_Jq(;mspdeVUT93xg#NtmL*^L8VZiDZ!08EWjkba%5k=z)3gXQTfLnj9q%DB< zNEV_hqbU36??P(knL0I@HYN+K4HGZn%_wbz`i^{THX<8GKJ9mQ4f&XbF7q_I9HJ`h zIhGP9=PkT4Q4V^*8x?_D;V+U2S-$yj%5Q4Tg){FfRW|pV1^& z^!7RZMEQ;*GQDJ*qAgUDDNrK?WA@DPUC=gsxHQHCm(oxj(hdnP<| z?;W{9OT!5~K~}b2|DqN-*0LRPTdn*h45Ko^kiv$QjK&n0G5OsL2UFkE-hq12pl{fh zpoA4(!zfZ3Y{!4HiNh+hM)=~GQB3(771p*goT*WT0*ExjscG&8wO(amOi6 zNqovCXmbIH$9?(N!dKCqUvSRSU)DR=ZnYAMoZNmo1Ac#@Z@cq{nFGZ*)aB3pHbl=+?`S~hZS zELta(S|s(LfEB)TGK(xlT`jhI0`dmC%EbEp@id>;3*#HuseM>JR?C*yROzh7+emg- zb7M4;mU(~WlkbF~sFU@JS;vD4vYX|nH-n*=-Mn+-aK9Ju4AxJ(-k9(7ctLO`2-4YOpGvs7|42}fl|^ulWnt=FJX>|} zNYXF0ByTyDCuQj=?O1n#%uu!?Df@vvl)-Doa-Yj17-*BknJ z9`=87CQ;m8m64n>qdJP2sa*Nx+MHCpOC8P!^#49=C0q?4Od{68nszp{Tbw(kDhIMWUdSsk%Y5tbR4GzN>e=6>Mt44cW514j>Sw zkB$WmE)5kCe4M*qsvI=oXNoTz7?ECm`Xz`{*uyG7Xv3rBn&kMTbr^hm`_l8Jcp`t0 zhU5BF4)r)I&S75pW5guGozR_;0>>u2pe@!if9rkg^BAK#o*ZY3+`XP=AiF+pvmJ7U z&j#9wMjH{9f0oFehz(q}!C{w-!r2`{5S-4QQSJz3J0Eph^Dl}+nh9Me>^_*dekaU> z7{qjHA*?yb<6xt&#CejRN&^tCmid3GbYYX&Ay|GX8L&f>9ITqf5FI+%X!smdQ%H?) ztUrI(N0rR=qy+8g2p}(94X7Lyxbt-9%MKOvRClDahs9x&!Fx^5w0iD*<0$O&7w8ud zF0MgR?m*9zSYA)}O!YNp5xFngTG;Ge7KNQ-aAv``?(@dR#I|i`VkZ;Z$;7tb*tTuk znbOXqoT1@UJsKA>$Wm6A?Aalr78_TK%NTwV|c?zrbQ(H+s^}muR8jp1YUd4qbS+I z6TunpH8;E z`p!0f+z2M^elM>KSAJlR$6KKX+zIq4V6DWU@HA2VAQH|yQXu=~u{BA+HoR-Se&jUj zg^$3w8`^Y|cCL_@mqNcwr0Bx;m_C%E8&O-HiR~^}!#czZS_4KwKXJ5cpMimq;N-LX zV-7JRb!g{a4%R=#oJs06@0Z;WQ>=0=m1f;Ge}z0}1i3MWF2m@%cIhRpt40rf7}5db z#*_ifJs641cE3VW%dek+PyasS{3(#Tj`dE62J0z*fqel{v1Mvx=I*}JZlUk}V4Blg zvAX6XDHGBOvIbKKG~I^Ys4tZk0(^jqkcj0FX;fGQ(vWBZMd_k(fi7!kX5p34h*QBN zTUoGviP*fw>OW{kLBq~N(0;E8DZNVXcP@){j$xhg05hN%S9=~X#ym_Vlb2kJZ@q0Y zbRw0z)ul0iIohVe-PHc6hJ5jN6;0@zt%zeohhO5oYE3YV*-DtBI6X7^hqcH>6 z`H?wN(ez!M(l)4j6{OCiuG1}FVZ$sio6U}8T6~BRMzZ+EAx?J<$QJOwNa3`v`{;s| zj18MTfdxpY$JYcvz6egR^464sR4#-;ED@~{2+1ny=UoMqr2PxNUx?_A`!a~>N_^LK z`jPdGDGA*QugPpPutZA+2yF~nX)_Be!;Uh)EW|g&sXsa!_>>AVA*eBjOa~*n#C*8S zB?sJ1`_>x0C3+0#RQv{%TRocL2vO_w6+Dn)Ih_7OjZFt;mmR{VU{|1 zo5`?rQ?&+;!>;sVZpP`M)5DW5kxonB!A`+lh{^-Sx%0N26Y z(21Xj@Gb&76yu7RBC%ZlmvBiam5O7C$(|e=>w!)jbj=ZpDyp4F@Z_8N8QNl zX6#Hl%H)PQq#}vNqTS(w&-@R0BG7}Jj5a42!k<>yGOp@mChU5L^F(FM?~VeAh1!f) z4WrTkqoI+2%2dd$nzY&EUB6s?mi;l9bUH+y%?e~?f@3fER*I5tApwck7;v<&kx1a0|G)P-O}e9 z$~Y@VK#5b#3E|JD#+d!nZ(Alr=yp^5cl4|{p<+8b%?6lTc>dYXNG`$A-&P9lPZ_iJ z_k%zRw}sYy{C4SBQ)v7{&OK!lhuAfqAn2PrL|h~d>M(KjCj5`Y;sNa1)V)!MEN)=^#yZr&mABUzL zTP+pFLY9Ctw_gs|5UhtZPlg3ZY5)2UQw$knNIBz|AT#DK1!wspPv}lEuG=AvU8bDt z9o)MrnbSsE6mvEvOP1Ok3_foQq!*RioDqE4|BjN!bc_)E>J`!-+t#y zJlwyzz|gEDVR^J+qeM5CBL3-<{tjeIhAaC^=h51p9iE?^RP+1W^~5cba{d zqJ3po!i&0^b>uy>y`O(dxyB`R3)(-fPyFji*QsxT_7t`9h`2&39=RYi-$nH2yci9) zCMN&X{@y|n^u9o9&aPeO7TG>bRUvrQj#Fav;bu~HzPeVqjuB)5S>e^|g(f(D?70bI&j6ImBP8->3OqXXr#nonUeeJ7FY3Nbd;`baGJD zwk3QMr^7=p&<^SJt9$&2r%&r8g*Nug)$Ho+L7Yk+3tIzYhi^NUa7}o?+YTWA02zjn zVwtB7I#6An;gUW|t~39Ihlt_?jn#@nAgVfsB3UHh4@P?^NyqG#z1e*c4~vu9mw!u& zlErQO2Zz+Kd`JVlRBrWt19B+>#A$fRZ@GL(2hM+d&SF?@P3il4yS`GTb1hm4ZJWwZ z<>%OG9`OE;8DCq_=BD4k`6{9u6^oMDdNfGp_&P|!0LCsnP^kexY-xcr4+bk(r^o)G z)RNpa&#DL9a?AT!Q;W)Kf5vD~yA7DCLMJm@9lzojPNoYX${%myZhaRzlfD!m&Z_SN z`bim9_9Vy`&wLPSoJfwSv&<%sMwi0+p&$R+$f{z3jzh3b&8*3QSh0qQRoDR&j(6<7 zVpX2j>wgaoSHSSc^8!V3uu$zC_G++oW2z`rqgNp|wFYrL9omJusBm&}T&)s^>4$KY z_-~UGHa1}7jEVJbi!WZ95JUD&u2qoQ>$7=fB)wpt-_d3J^rn-K$MNlemt!S@${Rcs zJvEHn-5lep87J{T@k=A*AaF#HdB9IV2K1Wf9z9yceuMQW)2TPL#&TI=*KB5xc_N;L z>phlk*BxtY8aYyxraF;J<)?VyZ~_>Q#lzjAmFHep@)QIe{kNzE5hre{+?0C`5?ZUr zt2uXYF*qDyiWi6Q3H|jYIyX;9Zo>|D=55Sp|HMg*kXb3v!u3u~NU41Tz-%(p%+szf ziX|Hiw-yZPNjI4$uw8*=!?I_+id<34Q-MTnYR=z(dD|CZb`cH~2$oPNNxkr1E63!1 zl{dS(DWZ?KNhlM|o-&sH!sCLoC62z#G zSp&~2O3(^4Ff;v!X>x*AbgpMwS%2flTYM;wt#wzC1w#g{a4WB1NI6f-;xlAB#?=!V zG2^)QvV`g78u^NLql!%v;e?12iCp2t%ui1A()CE{fdHc(k>C-^`fVk_#XSsgdCv9$?{pG7GfM7+ye{|%Cb%j~h%Oka$Qf-NBNfb~r4 z_?`=783;4miTmjveWfzf0gV$`rmstc3YC3x3%h#S|@!F8L=;)^1)mu>x4(ztY8X|yt+Uf z;r)hnaACHZkeWaJ10Ml?jpvV9rP-PFyNf?z&Qhz`^aH8|OD!|Q&PI2-j&Jtm|KOeZbV7kK0*sh2W@bUd$+iv_R0QQc7f@~rJjPea zCU9F1Xa1?V}~v#`LxuUClhKB2J_RmwN)qw8F*(4*5l9#wI)&hVd2j&?w$l_X$tA55pN z=4fX~p>sWh>cMXl6K}QFYrf;{>}3}-yu`)x3YoDv2dp6O%4SLEAKC2y$$?Rjo|A2F z5F65tC%#}3{Zn88hM!P=UaTLeueJ>ubUTPTPF*LYIn}xlsgBgQwPw2&%P?_kEHmlU zg=MasT(PP$DfWW*vkxJlf*J_3G1tiGgG_-Z#YGO<&kLyJTrkO7 z0$k9sck5Qg^BU4sDiQ>KFIrmUt^&xhSKCne3mq5qee%uq>J)3z?_ohBethrf)cF1k zlB7Z{#G2tw?RA>6J&KYC=l__XpbKsjB+xmdIk(1C_nt8CB$6F0dSPSLP7UY; zz=n`wWegn~mXa!ATvc1hHntoI0qm9f%doo<=ar9bBjU1PjeV&};n*17V@fcIvA+L% z`BB-Ku0>(@&DygS>ySx*4w<7{{{salk|u_2(rj1RW&_Z_qIBZJ+<7ovYuD^OsqU~~ z)pMW-wUdhy0}+XX4Zm32h9NuBYGf5a54GB<4uAPV;xf5r)Yto5Ht_F&jNHzTiQNc$ z_-n1g`;dc?tzEHS=Nxa{0`GpnEbki{zn3*4Rh@hljX&G`;9yq! zdIa8Trif(^O4b9O-6|C{IQw6C(MH79Gv5FXnFHVGf`9cX`Rr1eAE%jx{72qW-G>`< zk{J6LidWT>Gdb3m__z|7{=jSHbvMB#7E#-`tzKXlhwutV)?eN|{M*(OYCH~K>0{;U zA?t7C?#nj&cweg97+WwA`uSW@R1r17#5KXPLFCA-+%fo%${%2_Rs>>lg-i^FTnZSi zi@`bSh?@elQzfW!dYiQhs6{3mgkz{91=PP8d^vykmd*u2Z}%T8m1|!3(52rRV}U1K zjyMCAX=48p4vk4`DRc{;j}8Fqy<+cK_VxLli=afWcHmwydLE#}T_i6LU`*Nfx?k!FK8OMpB zs=HShrXupdB;vgClk___3+%P<6mpN?=NbTZsdk&sZu)v4R0zW7bAZ1c0IQYrWiOGOGQ-^EbLsrX>IyI|911CqpGe^OpDZrGu5LBZfea z%}C=0Z)S(ZQj>UnW~dIsAEA~3jYvIz9N@VYp%<|uh21G6yngLOU3AQ@?=-d2hU);; z{E7l6`Rvlz)Cf(ymtpjtVCzO(^DMQuxDm#qAevh1VQ#{B2YiDjC2?51DMx*hbkaVh zC%%azmO0vsSVM?M-ReDdugapHoVxax7{xPdspY^a_1RKQijHRbVJZe@b`k4 zRy+?$c;coL>8(M;f$aec$J?h+zbXT}PwfYa9%`=En)HIq7<3C&U}XLXEg$hs*1-hx z*@07x&-}yEF3+P7ir zt=s0_bKSHYJ^n_(!4s(>pJ~8%QyTKeyM~aG}$}ui-1INrPo$ zk*i0zU20J@19t>e{E)*5@UQS-=N2b93GykiXR zHNIcjA|JcAQo3H2{1uIW6D|~zB_>rDq`};^4yIlgkV!|=%qyxwH!FE4Y<+{!rTP7f z!lbIgWPaWV_fOv4kH4VCp1#~E5(R<|f&UEgi#RG-oRbuQ$5tadSr;R8J*E@tc9kQ) zrcr3~s)aK1!rbHi)NO$E1CH0Oefq=!B5(FzH#zMK=bJy6YcfavLY6Ch;I*S+nYFJv z1^1uX`+J6Kpqu~l7FLt+W~L)VwdQ*|4KVLVHl}+n2SNp}s`uud$M>q7D&{ZT*+dr3 zqH_O~YrXRXLXW5E;}HZSw`BYddY_GYClg#)jnD4f{9&x5 zZ7^+E?nd-5>St@mSkWOBi9IuG!4AUtlp?mVj82t$ zzv|EdYhZgQID36n)VJ!tiK=;FQq5Sd)05wbk0tKiobwa>ekVpCSdE6u=Zk=qJ}7KRUqdJ#qO|TR?x)-$_fU~k)h3ojPP*ax%(SWz$_)8Jw)h`vGU-q<3a{-34lICVqiNqi)Cy(_=X6DqLBH zy7wT~zeu0(vm$Yv$$rHbf1`D5Mc$vkGstKE5FUp7x$fP5kK@r)Em_Zuq**8kTfiX+ zjE9W}`}QzR7GrC~*X7zVQ^&{Xj3tu^J}yza$hxG>J+}ZiR#ryi(nlV?w)?&z9FWSQ+{JuLA1I7HBdJOh%WpF{O@F&HCBZ7A+wqeMqNI;7X<-6DRh& zyj-dEN`x@mY-(On+-YZ|su7dw26PDd!*dg3i<}(x+q+$H?1!KLA3|%EAwTfzqEynv z_*u-6J}es&2@RE3sIi46Mj9)4s0&})@P01HFm%bmfdo`ig?QS4ZTzG6L{1S ztBCI+Buf@e?&}7nVi-fc-Jt)vRRI%vEw1pp_0|?wv1(D|^Z{iEAdnUEs?+&`8e6+y zvguSef4mjs4D7hHOKmB6q+Kdk&NTd)Xep>1#*CN#h8s#&R7GJpJ zCwIPjgy*G;8IlAl#_~D8m!hr38ld{K#?S&umtIUiFnvy~X-OyHa~>d6?5S)Ij@}+TJXy#;kSr?j>FbZM0~ZqUcvNT+ zfUEpOgfm`|VxfAd#1=O|vYj=+@>9aM#H0yp!d+)`%(c7V*Xu;@VXMB1nKen2XBf|GzbW8RaK8aK8Nx& z(TdNva=ANYG|SMEwXZ}r30bZ%r!CUeP=K`T1;6@w8SzKwb%7_)r8acl%_bC2SQgz! zcz8pT!}0|mv+f!QRz1gWY8pw5J%>1Fw%M94>$Xu|95W(NX3nZC#KN>0FyZ=bN0FC~ z1|B=gmHzWYP3<{`VZnZ7pBJU^^Vt*#T0=$E*HB>FZpAFE-UuK(K@i+3>n^D-Yyy|3eb#O=V z3reZ-S4@x2fU8`z^-Ef9sAHWi!sqsY5(I>6=L-*>8zD+pS%Id8Gq9b1VY&|DS3cKr;OvDy-VK z_cRR%fi(hQWc(f3nB#aFBd8eAIncmM2cJZEqHlZU<%BW9U6aV@; zvs(e#Ip26p3jrQu8y-Om5Ov8&#BVz=)I~~jX%Eh>a48Y}8Z-PIw$=6rc@@L!A0-3E z`O=!BX;RNMCLKEdWz|n9haXnv-k+0FbUZYiSHHgz&Y7u`y@<};$v0Qd*kbbLsy_o* z$ZX71%2sz&RIvwh_Z2zqz77$oO-md)di_UcgzvcPz%e+u1$EdonYf702ci;B0b-NW zxN(H3h=FbpU~Ne=5NmY+QQb!%9@#mHb8t#Cb#=Z9;WV@LTJ3gfJ&9JcS3MQ_?9;mo z^Lx%L*OzV8L7ChgX)ido*^zDSD?gQImS}CbkLt<3m;BkyPKc^`nYc=Fsr96-iW9|r zB)0~I1#a=Ei#{m{2f+j5!(7ngs9$za>}t@@ej=mq2jyUCrB4H}f&n;E z=ZXMmse);MrdH}KfHf!v2iyN}1|s5QP8CW6(55cu0FY9NiUH_AGQ79z6;=@}m`4y# z>>li%$*#$P+ULv3#m%j$elu!;jal8d@u`OGPN$ojIJc$4gZ0~`_VuNO(;Jel_nP$% zMLyF^?*)$iL`u8$Gxze%!MAjiP4xv9h%1!X+^g#<9#xUz18bl~jPb%WS>4af+Y`;7 zs6nw2on^gEKWhkq88tpAXPVNdU}D;4n=o4@&`0X*Mgph2Y&M(vOnb>$mjq8Aidb{t6Z#xk%*^z#}K?ka)`g+=Ee3g*G zajDortw-uLG@-70@YnFj!h(0lD}uqJz&?{fThT8bw}-I!0c%BX+?%mypAQeC-3!+bu@hz+=V#onaqP)@6d+&Cw%in^o~LOV z6rZ~=LGA~H8-(O0H#)~nr&%l)4x^nt%>?rUC? zhI+dpH|fL)GqZ`6(@8vlGizL?J~*?6RATTmE#cFE{JoFnDRAim3b%pqBH+`2^eHfU z4T;0>=jy*VHLFO=b%a&Ff38M-8aO=#(yt=5nEW(J_>7}|5-C|jTHE8m{NTB@3UUFQ zU$$^ZRLE?<(+Be+yCGTsv(Im3_qdvl3;wxLyC5H0+RE~Rlzg8e0Q=k4#L3z5x1r5{ zB0D2XSPu5q)EofhzjdED2Z5S;Py}dfH7WSF>_Is=Q*-kHL#?UB|7XP23Q-1N0R!dW zZso27%!2_qQw=i#XstxG0BSH$PUcpb1_1uQfHl>!86XeA$->OUlG@!2Ao%Zarx}p; zZ*zIH0B~{GIA9sYEgYSkiCEdV|F6Fm5eqjHSE^wHfC@OJrRjwG@5br4ws+sQSQg$k zZ#1zt+Kn+!cS;Gs82qn1|`Hf|X&x`^WPW3IqZ zUKCUCS$Z(9*A}Jl9!x_HMlD(rHYqT;h}51so(||&6d=hU4!})xbFlyZ5+ne&TLgJ4 z>a&5hb7s?Jj2SWT<$YNa>9gOTURp0s_CbicuV+P{Z=Ran{s9e;u`L6mvRq;+Nd!oy z_qp;xwgW%Wk&uZVEqQo5$|Vr|kl@_cjpimPc7Awne0RCKHh@^e`R( zxc;?NtoQ@8@6l%EJz&$yEu~t_EpvDW8SdSK$QDTZ6HX!h2f0sZ^e0OS3r&f)0t1i` zgZOL(7zd>|_HDDAmms8vfUxBVX-ym{FW$A?C04a+-z;9hjbXhTt9Qma2l^a1ul%CZ z*~rW5rp<>v&2Qt|kA3l$K;*lly$@4Y2O!N>t#cewM(n=g{n_pnOoZok7J+!ZMbtQa z{v;)DP(j7UtjOjtvt^NcMk$DVMFNgdvUr1{1$#r9N;8Rvo}<=&C{66^s**gkAa(KQ zsK(iFX;R?=WVA7CI)N}mXCAk|tzv0DMqfd(&?&JiY4ctadcbZMB_90EyLkxmIFPxY z=DyA(CGJ;w-FtbyR!*Nc8w~`>CeGM9L(?aBtlsV}gVAb%`!50~#6IT(PP=eAZCi94oi}7esGh9?bMCV&p)-fLGR%U5?Ci)~E$3a%yP$G$VEUu&#T9?tZLGz1u^Lbi-A^03*%@O;K5*TYEHEk8_xvhOMkq|q3!p9N}>njEkJ5>Pk5br%io)m!e8g(qZ zunrTAaAhV?Yld?FttZPAuiClaB`;djheV+2Y_Z4NsN$m%TCL7C0UorAZQtVMpd36F6OU zA2u^bF^MZl*`=1qQTJEj*T}rkA-565P#m%xgqlQ|XuOtSZfoyT9zBux^e- z;zR5r0y0 zKe}SbUu4WJ@xGqq{A?AvxyD6PhwQ`KX*z9VVV=%}Xq}q?y=!%(e-)0ri0b+CvwPHt zdIf72<^`Cac}?d{f#!&oB1Ok#cU$O~wb-z%sEWEd13;WDL4z2E+LHw+44bp z5c(mHi`n%b7qf*Q`1c9@3G@%dog6Cw#tZUaTNBO|!Ll$LrtWssiSF>`VY<)Q9p}+R@NH+K7O>DdDi=Ccy@k{t}xiG_>%@Vf!F!q z)5m{2#1H&9Lcg0f`pu6$n*9ph!{F!29q08pRcPw%024chL`D#3^^C?Kptq>LKR11_ zSAjzGWj?3#jTm5XD7OU;fn=hy%=&?`^V3n{YMlR7@M;3=HIpyt*CFexFu~aNZ+eM_ z_^E@c9R2ZoC+-w=N0L%UiepFOp3$DK2`$2?T{>W8BqPfo*#5u!1KHaI%+Q`-(2zn3 zd7V-}p@L|9P@$3Fu=IWtotjBePPXOZ_8qj*7435*M61qy~?+06>@ui zJl_Ncf(g1^o7;&*QD=%&!5ZT0mhzlrU~F1~H3?yk;xuEgN!&5#y_4;~^O1VPV|^2E zlS~)>6%)aVEm>J%C-UL2HJ$S2qa0;C7^;F?WCR?4qf2hn0Y2|tJIt|+V&=79QEn~@ zPFscU$G)yQQ{VlL7Dh6EET52PaQKp|O>F~*&iDtvD&wxeqNb+2z1g#=*61vu^CQna zr+V9>{dtj|wh8zl!Srn!X4GWfD;`LnszHZK?cmco2M%2j)7+3*O7EQ2Vg=aX#_Rcx zk$b5?s|FGbOncX$xt~+>NzYl2;rj6vm@hwTE2&b+AA= z=xNhGSb+i)F!<8MUap>Ee^Zg@@=>Smk4UNfAB}v2-)hyPV<$R@zb#D{Sa5WjRd3z@ zd_U|Ghz*2{Thpl@q3zGWK(;btx%PcB_KwLZYM5D>K1XdO7-xE2kz)ZP2zrwBm#zO+!0~zCUmf1^)?J=lmUJykZO9NX z;=o=D*EA!3y!p6HsNrU7&X_Lzn%L26w5s&{_&A)P^a?dtxjpi{NWrAC0V?r7-Dc7( z?@u4@rqL{x(Fwf@G@pLit9ww}!d2qb5x;ky)~Qmux8B=d-%K$|K-K2#rG^3B0xL;G z5x!Vz>9`OD3Yt%9hGZWfy#gyaC>LdKsUWC3>E<31=(h6?(0=T{fTU)GjAGoc$G{d}_Mg z-mQFm+L|lD9Ce*iu6RtU_FND8m-4V3!_mzZW)utKrFC*UR>`(@-CMCS7|`B2@=T%GbfL`M6h87h6(C z`SxNS`KiCLcf9ED%_0!^W9EBF@uL-K>N{~(c2V?V@vR$2Ywp3QcP|2H@Ii=^m_G9V z$pYX%UBLPOie42D``<*28cM%SVHu@tO@6x*X)_UVvg^V!DqDE|{ujYAsuO856R{F8 z|9hrnXXi}B$?{J$EBz_QxD+{|Jk zES%iJ+-xEOL=69X&cA77f7_Zln-j6HrV`fzXn^>$ebT}X$V0nMUnwgMU9I!;(o>5K zO2|b-(Ar_(Li~cw5qVJNE92^QVhZPBIeFEy9qQ%_UO`joQzLeermP@L2!bq(4Msu= zeuD6-G8YjYt0+)L+85zIb0%%xH<2xp;etg_e=^ZoML*7s$>v4B21Y{CP_YX>4m!o+ zQGeG<4kna^|E?#wD0S=+NmzmO@HuIgirMNOKhWM& zC8pHZQw=%UvWm<%o`KoSpYvji86Likbhxw0l8+Xe;fjp9&(C$iVz{#II@>1<4ZufA WRqq4f!?Uw7bF#sblZ*Wlhy5>R?o4I? delta 72234 zcmZs?Q;aTL5T@I1 zv>di2ko;fkiD1yk1084iJ;BdqRk|GmN+gOgsB8rnRP6$1tRr5`?GU%@}mD9QKRyy?_STLvKaH7=_gT9G>v4>_R{`p z>|7MlgC@RB6Qv~H2_jajEee2hHUkjL&sZL~EWGeweS(Y|k@Trp(oTX9I^e`EF-5_% z4`MuOEB|S1onyTE@EP&R8wQ&u$!^^lRj@-xOG&8|myDw)(==L()S+OQRbtW%K2R0= z@j-E8HUeHY+QloYtt+B15M)e#O%~fv6W7+2@p5~Ap%@h`q9>-c@*=?E;{XE~b1Z`w zGmk{c{=wx^7ntn5&nER(b9@CRSyJ*uEWf~nU4Bg7j}Vhn|5}a=?s3Dm+SU;nDkHTW z88jMKb6w8nTlW_+eO}~RX$>_GHkYhG)}=f)SM(e{3fJ+SK9o!BFCCo)iMkoKcBR=p z<~FOGx8)$|ZV|h9FGZwYLI8NXB>thWnEcdY!}5|ZR1If0>DosZqfQh+Kt9^PJY`9e zbg>W0XPupP*}!T}7xmj^>t(l0o_zNj^6RL>HEY0zH~|Zw5Qd8yiX+t7RWuk~Z8|{k zYQP?GOa~zQER=;;5wuFGS16v>8Jva949Cp-fq-V-{=i(7KtK3iGr$u+y#%ioQWYJc zQSW7hEJW6nU(x|7J|E<`_VhF~!9W(|U(SJaDEJ-gE{sFBQ^lLOEjszgoYGl$DFzx0 zQ@cp$(!;;~rz(TJsToSIVwc&W5Cd&{gBB=S;R!u7w{}U$ZknjAYy2vlfw7DH`)o5I zBRQ7r(rC5YDhsbSN&wz&I`keM!@a*eTyAq^=sP8{2*-TLJP60*(~aM!3;HBn+2YS& z?O{-A1-bT|t@>O!Mr(ub;Tu|$iaK!sQtLyg_+eSE9H>y+c3hBPo zgUKYU>Z+9$veQZm%=?HB5$e;7RI$y%*J}Uzxo~+26Q$plfVMl!c4%U>@n)2ng_rod z+EHb8MBmWk?(DSEq{`m|i!c+0)>JZ67=Sa3;At;C-cqn)kWY4)d63qB3pBpTdSr+cqUFeH8?y3rsMG9O*DR$Pp3zPouHiKtsczuasopifoAw zT0J{}(uyrMxgerh3d(SG&>>AuWG*>oR&5y%XH!u`+4S0J-BGO z*!S{y+(&s(W(Qd`9xHWRVe{sB`(|#>=#^e%99z{AaBv;pj41*(Q>x~pd&1C)@km~_ zW|1UK(tB;ayi~{@0jwDM6hAdH-U?9l?jH78 zPevmCh@XX<`p06>0L_rGjdVO7db^jsA${jlHdZVYcGkm zTIv5OW^)ErkTii|RwqEz?~E{MB&}p(c-QowB6OlWtQWx!Q}>A8xk##nWQkt6pj`+3 z2wxp6IGC0ys1hurT!9RYZUUI9R>(kzZmL@~Qg>g+dMlCy;?3Y?cw5p~=^W<-IO;8c zvPJ7N8LbYyQIs~n#H&kbcM>(!tR3`xhLUj==@<1^!)4$ZLvk>+*y!JEm>G*Z_y__j z%s`gDKnf@{sDHEOa)A3oa37`a4resrM=ios9vBZcIx+eQT3932&OhxtuKr% z)0s7c{;9Q^H7ej|YpPprS}c_019lC%mhIR%EiI`Kie@@ zZO>tw3(o(a!GR=p1^ah{iH}1k-OU2WXakrBRusQw+$EH1jj;3W+D$&8*`zR@?M1H` zjC3O5WIUVnRtQ3a-$_E|_1o<;~cd8X0SrD?N#o>HQDN)yPA z^-)d(kIT7a~QRFXIr>tu@;k~ z$qHe~Wf|1CvQ>(GhF3Y4&#g^cixa#|H}5jS06te#9}^UVzIYVAT6&i=I}iNy*csCMNSR_-aM5o8_6`mSHM2f|!^g*4;jbvMd9$dcT ze5Z!Bdj>XU?bJw~v){uYiA8J4Q?fH{OI*XzNKFk6odDq%tONE0ld#VYWHk7C-cSL~|9VbVUdXMrl~Y0=^j{o=BNQ~j~C zo6GU!tKS4gd<3`tP6zZ(l@BNlwOrBz0dPPoK0S``cum2GEErp)UZrBaDJ;lqpG*u1 zsu%r?yCLmH`gTyyWtO10e@YRaA#~hAx zV7x_sx2eA-6j%dM1z-A(9QY;>Co8e+7cU^Cp0Im6bh$ICF?}Ah3I_1d5RME+6?9?F z!7stQHC`2L2z>}Ya*ZJwsBv!9tgN?C5yiZjq^8w=6^*W0D8jl@@~pl;s6=t}A*U3S zhTe*Odqc*;9OB}^RRAbKBol;MfMKBc>BJkfxla5e?%(mc42Oz!$g?COubcw&jd8Rc zo?K|VFue7fq#y>?5R_n4MC^NcGYSZ3C|(X1-ac+u3{?s}0{N|RYY6xPW#a4$BP2ON zk$YW5#27UX1dVyi$?LUry&Ngw1|cW7D}Y;y;8Cz_1cQfr1p(LL#Nk(*Hrlkgs(rEg zccY)a&>ovN0U45*G~nsme`z} zC(qkeWr8*=xZ@#lCL)*3%$3x>b!O4*<{EY_A%)-gRoIHp|35b0GSHjy`0*4_T+zA@qzrDRh z`D+(2=;jzsG?=@u;0TLDrs?S6(M|+i7fTR7h4gJO*QEc4BC5W+quuwAA3<3i>S>Cshg#(yhtMbN3rf3=9FR zw`ZCp1X$-RN-72w+MPuh7y~vuI<+`DurLE}Xl{D=4nK!Fg_Hu>shtIunE~>WgiL@X zNewAZ#@yIintHy;`^5upF?R*x5D*|36PyJ$ej#dT#a;j|0CQ~x+3er3glGY+;LXws z*6sZn2d^zit*%BDgpCdlhh$yY4c$bxrIs6q0^I#~IgpA#T_Hn{1n&L#6yPZ#pM||j zW>OVkwwfBfAC(GT?GA6CL85`|fw?WXT)VFkSo(~FjR{R zz{$56vJ15KCZNnAL{JnGq-69D@IX7<@7(+-obAo=<fwZYvTbW-|f)(e&R zhqM{26Qn~^OUtXn3z*0PXkvLL>LeZ(z}Ax^1fbdcLFzx*KRY@;2W#+@1wFQ~1NQzD zesTit3I?h(`*#s_e|TgR-q85W7`&ko;N$}0 zxr^ZcdnE~O`R#%C+m!0k;0Sj2jee_>`-9r_xyLH>`5LqU{Ij0kbhLdO1k~~i*9AA-n~xw5q5B&`W5e~0m4WHAVCI*e-n}95-`!Tyu%X;qL*ZJfAOVS^Da>w{)e*MPymPYVq za5tMe{a(kPWoiHg^QV0xV5ZMZ1SK50`Tw=3Y9Iap8V(l?n9Qvz7#gtNi6Ec(4+8s z;kL30_*}^<*?KwuG|egCXk8EM;Ck-^6rGFJ^u=QZMo5dg0`^`vH#KM{FuK5-RP$)& zH)Ao?N`bECiZ#ZX`|5qo*lhh3-TK3HfG;Y2v#2Flw}>iC(`feCd=TRC)>0#}@(3P> zQ0-nm%pq7k4paXK1OhMqV+%Wqj^Cy5x&F?1)h>nTmcPfCSd6$zJAwHk})bMZKu>_P& zH|ci%=LJDpDF_#NF;ucKaHB$F&DX*AQ-*h6e#%yYEI>{)G2VaAM!@BsJ{i7cmU7Qn z!zbA7N1selUpMt$QZ+Sfxa2W^-hk(*HtY%4rm@~Bh;lKO_if07LT}T6D=Ev9K@{s` z!)a6*plFDFpoLw{nzAFpH~FS&*}PpStIeor^SjS zbB~6|b46mW&8&cJ-Zi(bAzO_(NiM43^XCSMZF(Sd&jh&W5Al?L7i-AH=L%Rm7K)XTO_LwQTkM zjqci(K_zP`?YHezG!SMar2VC0>J z0qJlcb_UlV`5-`70^2S&hg$LeZ@>7aYSxK=)jGj&+C+45_$TXi?_BQ%QMrsVm~H0W zd^9jyT=|?(H2v8`G7vf?pZ;oNE01nr9{`7-y000J6Zr%%ZBnPH~F*N{cyq2a4`yD=J1uYt?w zpS|TSy?#nW3{I_)rnvz%k`=8qvYp84n6HlXswr|a{{Gj%WMQv9|66V}Uu4Mm4?tr_ z+>Ftl*0ZLhjM}YYh?A+3^-nAe^r@iOj=s&sLEEs0A^QnzGpB8ThbfV@p78+tUGt!Ap3XPc`hfUyfpK(DU65H1h~&7jjbsq zIvl9olvirw-vS<|_8RjTo;fTbk77EN_IlkxS;m5oiZgOVUM0aFfi{tE zXdMB@#7iupxv#NFR2&HG&VXb64W4|cL=Ez6-+vX`kHY}nZ5Tpri}qK#+#*p!6R$Oi z{EW7a=LjT>aCtv@JTRuRe4Ew|Qy-5~zMII*La>&?iG&#<%qQ5a&D7_7MYcrGYS{^n zY*Bz(4E2eB`nT6gYkl+zkoBsg3Z=usoHK^^Ten?NA;ZoW@7)qR9Ds4wtNLz?BHq?s zKO5TAflk*4NZtVz9|Eh4~r;F9^ zMVl~uwwq)}T@xbH^hp#+={LW~JZ~LN0BsQ^0Rw-fZvI4j#d`yuCVR#IVTcT#d{UV6 zrT(*VR!45f`03^KdN}!V9p%@R z^_~-&nR=-<(N<-jq437|$E%`Q@#JxK_SBI3J%T*t3|4hZ4)D!U+O?}k&Vg-z5w-+^ z)aNmtygq_g9S$tT>(Cf{WR};S?!6lQblW0HM!c?6rk@x0q}?sUW2)hmB3+mB#L;dQ zxM7F#7;8GaSC+_s;uX?#KLp+0rmAclQOsGKN-qr9sSCe*r5_r~6)E_Og0Na5T?U7v zUSAoTZ|2$A2tZqZxZ46!e~WE(6d?#6SCU(Yt-Dn7jmt14UfLi$x_OJP{pTpV=zZ$< zyvown2jc=hIcgZ1ViBBOpUA&hTUFaL;cnY1u>x7`B``_6W2FfX!k$#uxQ?e77Gy7K zY*n4uI;+QaavL%SPiVfhnCfd`$bvF+@(<2+dR2+m6wm{*n8iJ7waA%rl*leCK|8wDt!}#1=(PpP{WOriKLxS8U0TT}I@BssYjjRXnawye6A#KYxn??eT(Q19b!qwIc;dF~-8 z7+$7j3A69gCpNlrvR^&4)$*m_3stEY5z=b=2@tc+>^kV^ixQC#uaOSeS+z&MFRigl zb?3kx@b}wjO3>MRXYVKoL2g)W$o%;R&HFL+JnU!;l&WdFir6=#iWZWEb0&T7!%d@0r_g(r$96CKQv>X&lnvkMV@|Wk{60;F5wbq#JA#t?W_cVc9Dd$pwxIkJ(i6ci z1en_NqUJu1N?*40xAw%Xb&+9dkA!*~84vDJeX6xtDz~m6Lv0p`uNmA3f$p(wN0S8X zp2EE|qcU2gTUNR;v+SY2=N5sLoUoDf2UqfmyagNE)VtsbKLEWAgiTkZBX;R($ye(W z+!RDXhBUv^?iR*fy4n43j1^QkA4r(OPlKm#$M8vq>Sb9kmuSW{5y??gt8 z02E!XQN}MR8Tyy=r9T^$T3LtfrbO+MNC*_O1pZiKsqJK9bGKWEdj^SUgQQfr5M)D( z=079@=jK1YGBfDK#bLHXO%HdyE0A&XC0QP*kn{}J-5y#vs!7`SM-}z=fWNShN@n^+ zymy|eevE1XlF8O9>OkI-$XdF8k7rifCJ=?IED&p%7l?G#;Y$HAx;)=+n6Ou99JCwzvU}gDJvMv5r zBmPn@(lh<2Ew!|c0piQVfDn-cfVlD55oYa8k<}nwuCuSqXK(`g*5tQFM zI@UD4&EZHGh@=f=8mG@<3W_}G<5%uW?CZ06qo;H~l}XUJIWmyk0~b3~x=*ae+P~u; zr4v!-j~3@~dtK1k>L@aiMoD#t69+D@lAY z%^)s-TB!diqkSuV3-yjtgYcaFg7HKLF4LnL8e9>*cx$pi!N2I06EE#3Eqyj>k&nv~ z29f94Ef2EG-BnBx0O8L|Z{`ZupEH+Zqak@?@WYrUmVgJg~}ry~Gb~;*bA?C13fl$+5}xCxIYh zDI6Xg1{7fkBWh}3Xw6KSStT!rsW)$9QIN9uCl#TCeoyZy;KuwyKY#KHh!%4l=3Nt& zcTmqJ>m_da!s1T$S{%t-snXvyaFZ8uS33LaEeOlNVZL5Nq~xD8@&ld^!$;8Kw6i;+ z8QNk`7<-zRKeSA3jzhmIx1{B#EF0S2?W@CI3?85xrfgMyqJPaW{TQ&ehHhi*oT|6_ zII*H9(5#o{0A^HK!8!^|Ve?}ZVT$Rm0lU$*3&WByE}wd7{yKfFxhVG>1uVV9GJSUQ zO{0d#+B0UBZ&SNV{9ts(M@rkK!X${q5Df)Etgybt!s@RU7njJzci+HlRFur!xUHdq zq8|Z%n8q-%p0B2lM=RHa=0DL)IDg8sjJb!#(}hC+`+u1|a_O6@r;1Ek4D=Ik&EiQk z1aI}wtDS=4-LusnbDnSHNCaUZe{%?&Ia9GlZD|n4Y00N|25S&Z2>RXg-ih-RS zo^fU~U)Q+*r`w28Fg|z5$_iUN@U?(Qm{t9eB4i!ct=MIE>j{|8aHl|j*hTZEBH!MW zpkm+FSPJ2l+FFyj^`y#TTbGAUdI%M+rrObEbU)yMGDz6 zK<6SuHGvE-i{q+~zibDUZeb8NV%%g-fGjtK-&*(}!H-Y?2w9tg&|?R*cE}|?Lxfob zrF`seR?ek5NK@1VHi;uVuH`~nW^lqcw5l-rYdzW8%K=f#V9}SS8khicdM`Z##+AUjuo{Kf7%}hP>wsu;W#0 zBQ4I=n)>mrd*PzxUe7a`c!GX#*Eneh$DghIM71~;6K_xHQ6K0KFev}V1g^MKb>ySL zilT#X<#DH3*tcTy!|18P%i+lK|C4DrT&(9Sm#8I}3&jhX-ovCT$hJUJM=pxnVAUI4 z-A}7gL{CBWapOp-T9NiCQ37!Vm_Pv`%|a13(JZ?LV-<{0+Z0c{@`g74q7qJgYS$rC zr6YUoDQ)}&MJqb&JHo8Ya`*=Sadw4=F~#FaKO)#;P9#E8b9iO)v+rKk9T%RQ3E?#V zhLF1>H|{jH+F?V&ld%-l?6Yy>wJ9iKDX*?);L?=nfw8rU*MCZ*n>_0Uluq-dj$ZTy~34zhREYF3>SyhW`6DiT6Y=j#x?^;ABG8whH>BpE$%(St)v9MULn!?1@aXFS@ z9v6?@=WsZdzR0_GjIl^VQR>W)RQQ5N8TA@7-$?$U9HU}DlIVdAO%JbKttr0j@M=?$ z6}ZHJ@=DPA%X^Y`>OhoSSp<~QPk0){)>?G>;(^SnO|w~H@2`27bS{C<)4`f)hXdM7 z$$VW#k5*OHmL76bb1?S}&z4M@#z*}ruH+;$YOJ$YWQRv}znP#{HLylKgn5Ko-en#v zX3`>N9BCMU|FfA)Y+Ju5IVEQd{Q1aOlTu73Ul0< zq!^=EH<~9w7M@Qu8QCSoxKUeQEz8e>-&Oj>0!s`(=OGW;=Pi4}gBX#iJx>Z%Hjt3+ z*FDCi43?`4jzEOG2^m(6sJC6<7{v%j`7 z;u8`y)_C#s9*HTsl*wG#AN*ktFP|?8{cb%C-nQgvTH(_*ltUQTQtclK$cNHVwVp@}Uves#vSmckApR_9n8tv(kN zVE2HYr~gCW^A>Ec5DVT%RZF6K*7{bT^5M!bKXn?kiPp%ToGqD!F4Nr7lT1Z+QKkaO zt)gto@M$=&o8ia!3kg>K_%6uSD7nr(bsriKDp3pkbMA@48#dqXAqy(KS?)B6zfVjq z;}J9LQF7u{o(JHIM`--ib;G#IE;MNXmpp}Z#i zKG`l0TAz-~s%oiy(_BxoB*`}Mj1RQRkvT(YD}2iSVZ#ed-SZi$`lntZ5N1sX)5F_! zYhp+|*;p}kkB;```zR;pfN$Lo%IPeX8TdUcS*++J&>giKK!=qJA8IwT+n)r$go2qG zB3y9vW@EK1BaUnMJ4lyN-33kgZO=R@x|Su5^_E9dBxm^7*-dWqB#(m*+V<1Uh2nEO z^U^^oOScW|PJxJ0`CTY$DAlx7d35+S*!d#KG{TNi*@0T*kZJsDg>P2$@lw)LK+maR zg40c&YIhYQjU(bKj7jv@ZY2re8$$xkeKIRr-ZC3wm3-dI%F?Bw-&_80$~wQqSKm-g zmbEX?3^cr&q~mWllRhs>NghR7q?wou`p+&Z*8Smvq!{P%6@XKLor*dhy^`yrFzU2H z(gIeOHUpSvMeNh@@xUZJbtGD8gwD22G!UF7v)%6bu2Dt1q3$7PGa3NMRkBr7x|uNF zu~Lb!6?LwTzBVez!FGpHkRM;q9C`_CQogZ4golMUk0oQTMZ+uX`X5f4mS#@l*E;Q4 za%t5rGpyrLID_0JJC3oQRf)zxEBUr7IPX#X`R`E=3I68m#gM(z`P0A|%;F5O5C>G* zez(#nB46OXk=kl9nx6rLS~>u9a7G`A#6k{MFJzdWac^3jWJK0(X(S5Uz=h04@UuL} zT`|_tkB%OL!f%E9H099^(~eaGx!H3Bx3a3C{~ecV;Ac_W!zRf1BB7vG__ z+lcY!TMY*BFRBJ~0Y$RoiQmdOe1@Lnl^CJ%IVnS#{P|2Y5|RKz#ix$=1Zh=EyF~bY zzq(@sPcjEJ&ElPaaZd?YnNRTYN*W$V^Qu0G@=N=rh^Vv`A==x@2;9xgvH^Q40kz6= z$)JuO(>Q-KbVYoj`}bQIqoekS$|=dUBYJI+d?qK`i-l0meau*L6LLXpN(G4p=tTC5c^Kl_W;@D>U^t(1}2_y=LP|= zI`Ez%7Lj;yuIU=!He0gJX;?7OX;Y`JLw#Vx~OOA2-`IZWGCW@<}$K z(A=ru=TmD*EYaRq)R&89(TK9IEY&nh_8*kg<`(*Bo2Y<>M`m`f`<0wG8odK#QXFCu z)>j#Gq+L}QUt-Wbn#GM&Mc>z4fGtt4-MDE{T6xdCY~Wrkns)!zb^ZctFj`?cPpaG; zM$}V>fqS+5k_Ze}6{8?EB*1Q5XOqU~#ria`yy}=mv*nx4gA1==7)cN`LQzwWGo+E{{jauhI`jz31WS9r+1 zBjS>6u-9>T#X$Qm9^q_UvTFJz+UYOiR2EvpYSZ@d-)6u#0?PA|GeF)nFx#6WD)nac^*zMF&-BO zE9b${!(~fIE$7{-E!#r6w zi95!u&Nt30*0jmzDVkJxW94bIpZ3PL5&OeU)nPifwnwN@q-u|53rsjGS1)HOMk3(O zXb;%=oF2%foPkkZ=}i;d5Lr+uE$QyOw$fY>9))v>-u~{9#V)ZKEq6T-WT#8(5#nU1 z^0_n*Y|*lZPtcVo*dJ?f8T)4t$9Rf zp?`;+97*aeixW6TtJA^p2FI@ngIf;jmm&fwv9q^MKgs+4Yfw+1i- z!&f^5+mN_|NANHhD$NsX*;w!7u%|6pEY&^aSNb8Ua6J#LVAp9Rba{irp(7t6w|gYm zx-)xWzMKf2h1xBeHD|>b20r)99aRgg3`OcjDXv6}|6X>$Mk4s38`<%w-9$}(6#y%2 zb8cw`9N3UiHlL@yk6o9wAsop~-~wjKmD9nCP6xG<)q zP&ipi7o*Hk9M%f9{fu@P<~kSLRA(^2dY4Q2XDFh5=8@dpO>RilL{M`G+W>e@gF{$; z>jaKEP~1RuwyzQ;D*ITM^SI&J{wvl<$!6E}z&A;ui4-XOrC_p;?T(qkl`S2c?MfIX zm#$LOCp?iwl{yg=#3nW5`kI@oCDAqZ#!$GXCA7OB{LSaOWKW6LCcOQfEfOHQ5;AL@ zcYpPjO_d%|b-ZtINh6+codMdg1}t^|IRWA3EB4fTj2c?Uzm(f=hs(5qh8Gg*1;oNV zwP|xJyhBJvc5~+>_F>np9u#9_79Dy+>=}pz)Rx~zL=bjhOw8>QtRpVxOo@f3ZQq-z ze_;llOhG=>pqUZWD*Z-~rx+niqLRa#3s?oM5SBYl#2**i(^#B4&&>2Tr!Z`Ng zOJbE}m=Us~0`ny)#LLn}*30vh#?r`>0)qpfDmH<_f=aTN$B55F(sIoHV&j>2%bKF- zV6_6=ruRUaZP;`>7T)r8vQwj&hq^$)=_wE+1j%;VVtTq5tbd)y{gg64*hn!Til&^M zJS*ZQc%u;>P6?@&(f~BUvWxpyPqicHoyoo%)Jx0A%4>*v)L5y78M{-g*6(rC0#LOL zuvPddl=LVE_8w_l!7CC*eBXusK>r*&OX~m3O`vP6CG8zZ7Ql*U2TC+b>)*zbY3Ges!o%T z^H6u~?eVL09O#CBME(Z#D7{L#?$HgDN=6{${5Vbs;u5-JpJiXv&LZ`I(mE8$HOM39 z{$hXg90rjwi%L)%jMERO#R?$fdV`?OHX&X92z5!DgM)p5@@t>CQceRNojUjyj$ zey>r7V|7ab8voSfWO@~d9(VNDFZtTcQO8i;-W)!7^8MNl5>4IXIAusS~H^Nyi|0m z*1;-5jQ*G|d1E^EbuM{^61jH2NYz;FI9BGUFV0yHu!o`k%m9t&V(~jnFf@q)=iS?Q zd@w`C2FxY$2mB1EIantQvESvuFuoVB&yVU-)=iYp=JZx#(!I20Vu_Fbn*~y^ z^DA}&`5!*@>e2+MByNCyl}zh1vkg*oDWWO)UjUGw5v!ygDp5h*P$4^?OA~p)Un9`! zKg$HWrZuhPg^4JcUq||199(})U7v5!J;raRz89Tw9x-+o4YW^W(U+hE_V82SA+qT!B z&p7`y-Niafej5c)m-tI4r{ckG4E`v)>wC%(CC5?0>jYhnN>jS_Ofme5@rfUr3EE#+y=L?pJBXeGBgJD|QRFq7RIm4ouGzC%zbQ{;;-IfWiV2N@NdN@z zH9~P{Yx|id&~y|oo^vIddBU`$-$(v=n4CWAS zz5UXyeD7LalxhtUnYO2}$s+zV)OTp!2et1y%=s}Hj=;%kWu5&!$a7y!XF3P`9wFCQ8x)M^Yg?mb zq%~=lPnp=(PgonAjX)Xyw;?+%&y65)mHHMHUB@avg+&JY!Xi2~JhPg_^yJNvU%acZ z!yz8&LlOE_=vj+UQF|cZ7~lv$?Q$p6DnbZfJiA(k{AKKhu%7CMJ)-&!E~xF*A;Kgt zLUA{60r#vC%kspVmX9(f{_k2V(*$B(la=|sEv3gbwQkcQDn*+?2L+$(qh;tgE0?|p zg`1M~P4;}}M6`<8zX02H<;Hpg!uC`H=g=wCW_LZ}Pz0WRo?O>i8z71ws&9)Nzh#cu z_VKrt$4sqS>YS+e%M?r_xi(GM;*42N8m%dOUiav^s}8}n{f1obp(LDaEmJUfMI>XG zrRr~xU;r{1pfxp+>MG06X)*ThrVTPDpCojREr-Ky;LMLvbSsL8?8F+DI?ZprVHjkY zq3B^%3LRL~>n52#9MEeOPDtIIaM)jivM}_i*3n1LQZ8FY%Nd;Qs4LNw;N82YEVw#q zAu0}sTb9`oGXO9`uc8)@=qTsC&3UnLdBx55C!cdE9FA`J)y>1Zmqqc&1!y8KI ztuK-pTQO(%*}}riU?D}C`TSz`{Ta+{>u$Vy#0GzL@_s+?1XvNfo{Qi47r#K{zxJUO zi+9)Wb>Wx#QDp$LzEqcwP;Nya^h0Iu2^yISCW2xoZv^$~y&Ze@=P50m_Jq_^TE{?O zNYVtJN|@#Jk?#znCo1pmE2JP_E2Zv@iL+yj^%^sW9DOwIc%|f|v+OV6DVS9xYpdB&@dZ-7 z@Ydo2O=06#rYvgX;6VhmaEYg3&g{kK5W_14Gsb%n0iNSyD{he3G^2xD3I<{~i`$d! z;>6S*N9SK!-(C#=68j_J`CG1^Wk^#lk^r>s2d&iBuXT~DU0TlO`nr*APl0Va(NU#j z<>vpS{M6+rsjJa>P-U;pByY@cklM(r2sH~4e711@>9~4!7Ke;aSh0Dd=f&|(?_LZn zNi){20>%kJM^9oO4ux@QOB8AN3}+=YRJ&!qZeGBW#lmYieRA0kIkX{M_u0)O zHh!WG;5_?6 zfWAE=8A@V^N_T^`>{}W3)N^Ii;TRpgY&x7Wj9Jc&7+ihV-W~#7j)zB|@AuQnZpacr z?kEg?1KF4qQ4#&AXCE6{7w|_4&6*@!?76TBpZIFSZTiJB6;Wtde5Aiuw94Q=O7Xr(c_Dyw_?PPxM%ydDkhP@ zA5fJ+DF7iGBoG%T9(rS|8Ig$Xj2oMn&;iSL!jqAB+1{{l_}KK=rft}dYRz0*iHcxN zNEYi_WD5BgBSo~X)g&;#LjZlDOiEe)UjhGZL-e0bcOn(HXrHGkg0&MzXYm*!fFF>? zA8m%xQ=}_M%4zBZnczLR++So&lnsBHpYuO=eax7sp|RbhXhs}@1wH$J9&$CG7wF6L0B6Nkd_c$w{LiL zfjBld7XTruOhs{K%xyhVDm`cJ@Nn_&Ye*!QfATdeRT z{fHzgNwF6zjmvYkRW)|;1xfSry%s_&CWwcnAcH!K|xC_nYTu= z#@{)&Ka-&Sr)@>$KLM^RkIrEc$MHa219GtJR6ECSx`q1_T5={)tmfRw%ze zB2xF?{Yja)6_gqQ05TCSP_Y`PIsp&Ug;HAH^=bu%!r@};@(9-DH?O?=WX1h)Z#c$% zus9g6W-Y5Zwo(P zmmcC~stPn5Ro|fcVH==w|6j7V6HN1$`tSgaBa~O*?{Vnzb20MR`m3wMUcybN-BAZ? zu?>hz<$=VTgQ}HANvpq%b9bsfr2+w6#7oXM>uCIDxr-zb4ZKYu#b)H5pKs&5Bf}qmDoYfO5 z?!g2#m`zz@`fHH>Z=|Dp_|2%63evEJ@$H&lFzquCfEzO);l#+7JR8p5nF0`UMj8n;(c1rmJ7XqlI3P{~rkD|HkV7V^Fx+ zIR7^Wg@u!e>3|<98tklwj9X$2f(~y z-w-jutr@(b2~@N5O|$b|QxnLRj;`mI+12qBR0?RPb_NJW4oC~qCjl0uv?I7Uy*V|s z^hzi1mk-2J&I-7ur{^ympaWFwMrcmGOvonyWMLJ>^fhe}%@S70g{c*!)BFEn>zslE zZNe}c+cqYdSQDEQ+cqY)^~JW0iEZ0XCbn%``)}=T?Zxh8Uw3tPRX^`J&!;*J9;mds zx;Vd?88R|5MP4?1Vqils3O#r)FfhJ|mIvnu%GD7#3DTntMFn;#2s8}`3BoG0G&;U2 z=N}ndoq;+-fo?%Gs}+-YrE*|%c(KH>?9lTF%8C)?9l+Fo&ue_igG2S|4}jJ(*L@LQ zF{bXsVzf+uR=&0@%ubXvNjBDX?kRxA~aAk?z^eB)wQ1pm})Wx+>uNuiwZk zvxJK6oSu!o&h2e32zf7jz5*w!E~X}d7Q>^X(Mm(R!vm;<|5OJ@vOzbolVAsMJ0^yP zyGMJFepw(S^2*Xj+pr5j7l9B!r3plCd*0kTINL*{^)!LrH84YWeUiMif@}(bsQ>xj zFiJFvh9;<)T5&Z9dR%ZaU%$ZYe=y3u!0q}gkG2QcgT~g$2%N#|=j;2}PPCyJ(o?hE zciOkZ;G`6qB{$941JLx*q9ilf_aBThI)-FmvTyR=me&LKV69x5Aim#(;<)CI>V$OP zFXJnjJRt7hbk8<&-_)z0j7a}Jnn)V`zGI3`ZiaPG{EmqKo;TRnr*-?(eF@BeBBy=} zqTEX)_U+nWUwkjCz&{+HMR2WT zeAdVfW4-{*@PD7Mnt|BaanbQ{bdzH1Lrcq7O5Lv{s}DU^ZCbCm`oPG=>k7!;(eeH} zf%cY5<|dC0ew{7O*HE~JX5Q~?rMazzzKiFSItNEkzv*c~Mu-#+n*SDH-WuCWvj_*T z(2<~%GEYd=b_{+kM;{xHd4*=yJ6jS7PpgZVf0zhV~2GZ~#5C+~$ z_m1p&ulxdi3zCNUEyha+Vs;3i;QMJl5)UF7sJ%mX4XJ$N-*yi{d_}Kp8-ZOCY==F+ zf4!_9RSD1c%wE6#%KU`yRz-Nj_LjE!;_zOFHglqV1|G6{7LjbHza8BxM(*@)Y*f^~ zfdD(q)i3z&WTR(f6Cc{4Fa4V;jL;s^k<80=?Opw|mW`P2(rs_TZ3Z(h?YOpc0i~s$ zLcn%m+o+o3cAbdpqrzdSrT=>o`doXL;XA;N==-IoioBtsh~-2-&|UiaZ1;vSv?bC0 z9lE~jlOA18`B|jQ#Jf$YX$1h z8-op8?5zBa+3`Hn2TjK-XD>m2*`lg1oX#t6vJCEx(B^u2NhkVxnY#<8g*6cT*_6t; zum8xGq(bhd`IuVHa6TqQXL7CYXqcQhMO~BS=hZQFmQkpB%uekT=9#f*XwfzRWPiFq zf34w5do_0U=9Msc(~^N}u%zB%m@``AGcQ4N+&eLgONSXpUF-)Z_XCUk!s>Y@?!!j7 zI@&6^Cq$3F!^IGPJHGYpv(r`u=9x7EpF4(od+YDG<&y$s6@H_4i+WCYetmw*(U1{u zc1q?fJFK(cklYRn39gK=NzpQZb<7SC4rF+0zO8&PWm>tlVgw@bO8KGd?%(4@r&Jk% z20Y9kt)HvU$qH3mEQHQ%f* z1EI?x@r9!7iQej6dc=8@cMjMP&zo)AgF%ga8dHv=VRgFHT0AYFv3?n|=#a1MVkTo4=*>!6$Lq_tc zfAL;J<*SL;Wxm(}QNh^i0-WW8QcU+@Sb83OtQwUcG*8fygE{~T7CHA9uJl&>2VJ$4 zZF2a_Fn+OA2^lK#Wcd&<$^RlZmL!`K)Wz`-rXpBHlM50rEs<4!l+(Hw%LCFZbsMDPP4YKN8)4MISYOmF-+*2`=gEPn$Kekc;fQQsxh_uRSU8%8)21f#I9C)-r#y(m$=PkztZhA@_|lsV~)*w z!!M={6hrQ;7>yRaZZKy!3C;Yw=kd_0sah?E8jU9Qc+YonX$ZgYmUSQyCbL8j3<)%S zxa`O5>;JrDQATo$iMPGG(RjGcnL3QG&(6m>&R60INP5!;K6g{pM`HFHXuTBrNMHLz zEV`8$uM;4Oo->w1NCbXiXId78N|+$<@B8e6BENp+aSIm2zWr>pAt(ST2Q1oo&cpj} z5y;Y=6Qaxy6I%GyFiA$Mymr;!9DdIFeU0K{gjB#*q`ndo5f4|#*G1a;bo>e2XQ3EU ziYN|ZFm}-b>{O2`m+EygjE&jmB!#4vyL;N#ZEjaP=M?#9)s!GleNgfRm@*?W3#d$x zxt|P7+u!l&0uAs#CDMyAVon*}Ii505JB5fc?ZQ%eqVi%5t=H?GeqZjQE&FToME6Z` zMDPWUHf(zTdHv~`j$zzp=AEcktZ|>dG_w~AXDtv7h;wCE9H2A2!Z`p-*ob`ADz4G5 zcAaTQ`HWOJ1HfunKMC708=4Y-6RafPuo1N(!3Lw0>gQBAV;h>m-4URJUJDXUr>2{k;5-(fkYr!g$QYZFxj-e4zE-+`wxF=J1;W${i;=xIoDswPRoaj=}l~z zlzh=(>=`NFrZ(@K4lGtf7C>gn%yC|HpS7*bj>p;#V@cb8kDE6VupQk$NX4v)#aDj; zAk(Z}5URRxpcA~eY_U;t3HRbirixJ*$kK^de$USrY6-siebJt!L#{oYcFL-CS5#qU zIV6wd_nh8L{cnU_s_9Kv$O<^S>w(=M(I$Cr_=%Tvi4%fH*b9X8{$8GPt5ZMiWw`G5 z=xl@VAX|R-aF>m{`Z9&d^?5NR%sMRq%9WV#vMpGqFbV4ZzYk6tNw~=i%60RjLU2ua zl%Y^%!-nC>;22$|(59v6$>z|`jnLkLc`;+9;g<+n&~-=zjvJ*Wpc$w!wc&J+ra1?7 zrw9&x#`>;7wNnlS5{s5wL~tlclZLzw`aie+1csst*kKP!LluNUFr}njEuQlN;1}AC z9xq{kGvHvVRomW8WB<|whGW+Z$j*ztw}&wlelw@y=k=7E{6s8|qLox@=wWW}4Et{0wNRbL%i%ak) zvA>#OLlW{ zJ${OCdtu?HkD^T#t_T(0$$p=gNhA<(FF{?kwTJSFWdhi&r)b>8<9lqE)oPG7HX!C0fACq+Dsb@yYqF<7+v>1w zCCU%0^y<#on^%Nw7VurJWB^)sZWm{VcMumYlsIrE}p z@jyo;?$zR229b0TtGfapc^vBVX_u5#(pj>(B4VCmYcYws3k_%dO&KLTAP}+xILr1C z8Nl$Iy^==42t#}K0c@-cejasrWNJz)M`#CK5fi4XYxAxJC~%YX~yPopYmVWV~VxmsSz>9{T%5C z4t6ft(E__}uUe(HlL6M1t>a{V-kZk-z6!_E0T=>o-}|z7ZlEk~c11g3;QKi=rUnmJ zAwGEdl^W}Sy0ts+#yd5BarRUWK)i>%X622 z{tA~FqKj0WLeT*Iq;Mq^&W!w;iTF8fk*ldbrv70|Z+vm@dJ^$P|Jh>0g$_UZtqaH6 zmCkro&}?nK_xy+A@rpjSuop7U$@J*zsaKR7k%&;h){z-yqmbk+3la6lY};#whqaqm0mCcE(4fg0C$p0q2MaIrT^tqhw z8ec=nYhzILxyxvZrS9ceTE|M*>R$`eg`eWVa zqxz@ZG(^du*i5#3;eRmr+t_#hbn^Cx#6Kw)kU+it*tF#)p=VufRm}A?Dd1Bt@q+XR zBni!es=0h^49JG9Wv`wS^R=ydQPFcz?$D-{nDL-OuXZHFfxUI9Dz^BIiFsBSQ=5z> z-VP2!7}Cf%r#PcuERqm=EuZ~fgj2dK$8qcgRkg2z`wh=7QFf4^|9#1uPW_h^t#_IS zI~u~J5UW=0J zcZDMeugAcuI9uH5L&^pF>~2R=NuP9JGfAcQIX`v&aIoY*I(=zZs40RKR3}o=K|oU% zl*uS(S`A&SrtzS8?FT?VLsoKWHCHYWrxW`s#SxP^ZOXrPX7%$WU)!j%ol3U>`c@xv zKZGxk8u^6s9)gw{%+o}9kQ$Ee7{#!~vxc-t-*5W<4XbrtEx2(KA3K~fhbPMjX`l=p>)fI~T653D)!RYEntE9@s*|g= z?d((&w69uZ7&Jh+@+b;ruoy@J6H>8bLjJ1DgpF7RYK&Dd*hx_+^?2YOo=0qFYa0!d zGB1Y3s4KsO?C})h5n56ZnoY#z1IsKGnW`$r>~Y*$JK8SMumy*c4WZ# z7}r{&ZPx{2M**AD8PNwCWJYPEvbKz!-`Pr-hEKl)lu!kpX*u4vz&RQL`~9BQOC3N^ z3vq1rD~l)DeUr$lTIb}SH^E93lZc(fRGhzKzv7H(X{e!2w-Njd#?^Y(7Pz%dZb%&8t;0^E$M>v- zZB6Zf;&VEvbH=Rcvq^0k4emCT+J4i%QnlU2U&8&^_Mk9ZupAAfd@AfL1PE@oQwO-W z+x(fSwXHH>v|tD{34IY&%_!9ZFRvGZF3KojJeT{0a4fxR6+@uKO6)HL#N$}3{+A-` z3TjrK%=4W=Di-5s5)p$Q=65^q62h4!2G~d`FNWmZ$i5>fQMJciMpk<3$;jlGCt!-I zaF9J_4bUx7kfQ$W}Q3XmxN_D`gI8!PO<*(sMT;Nj_0wpi@n1E`D+`%bn1t<#W4X%%tNPr;e*l6 zFD~gCmz}@tzacXBG}Er@qy}Upu4}c2H+cscL{DP1G;p+vFQ;J>ai9$qIqUjCeKHWt z{CD0kK5}VwU>8-rsD5F(d;au=Y?K*4Za;bXEy)_^M6wku@d6_KSoNAoeGxf3*?p`O z8$BlZqev0pp|~ai{S#)V7B#rN>(?-ynV-k&1As|M{jIc*a{;ja@eows1RfzB6zf<| zY``}fnk8D)hySgnyY*v5#le&o?YSj9SYDM9t~_hLjK9;QGwyAFZPlKP^b?vQ!7%dr ztxtJfirKDbA$1XD zoJV1fMO@Yn#;PDX7Ru07LpNd$g_|G!S$1kj-6&(aZB~BLgd^fv10zQD361Z#zSEvw z;vqswt_B}EOj%o3G6koqqVSqbbh z{NiBt_(oivVC{<<68wmkD{=w7Va4W$AX`=E(A^CFqUg1_vjZqZ;5mX;<&gd;&i`ItnO z{~lSUVt(FH`Or^zM@Z~4%3;W_)gGpXb`ruAk*LQ~tyNCAC5A39MrI`)?1XY@{VYo8 z8OAQaip<`qv@U~+LZ*m}zq?O@LuaRHE_>#q+oe#D)_-Qh{y&+F-WWC zxqTW{gkL1Z!rqMny!S{k<#)fl%M=OuA!Tv|<6HFB^y7#)w_qp#_-eq|l~@S6i=Kph z@ZXa?FQ2#Zwo8H({A~DbMMzEp2`m~2i zRFuD5VbJX6T{xHgT5q<60?7lcp7gb}OYsK?o7UF+8_tzoo=kTBY&0$X$8q^cWwYc- zFR#%rswFN-*K*VvKN#0!bG;HNOLtxKQ|S8qZc|1&qoRB|5_74L09`E;TuZLKHKy}B z$jdU;CuSBGACW#haFWPFhgJ5;5jGoy!X*(RGIxxaS4h|v$=hUzRO1=ACkOIF!;eiz zP+eh8mCbXp8gwnUpRYgzoX4V()RvX4WgH0Hz#*P+g4BRI4)vOCRy#;J!467B8kRq67>%8XnQ9jja@L8Z00nD-8UwyQT+U z(L@$!|1({x;-ff9^6I7U=2IduExjS}mdzw$=t4{V8#7R6!LGye@OGhZqj#< z=AhLVfw#QTm(@vun3#96P>XftBqVVW-?L0}aUB^0_oDbm>R#Pi2*<&cEt*6OB=Tcg z0Oag3OUeqnTf||e&!p=JC*~Wq8eHb+QLAL7cu1g6xK$SbLQpzgs+|MUwi487U)yV- z0ta27r;5i&$LUS;J69@!BMV&Av>RSr1uk6&ObuDpj>CX^<-5~SKM<9LOj7; zK(^B3iIG~J>eR@NR_bi0byM4*Ka9U`(6+T0A7%QIR0Q=DrY$!o9=2J{JLGZ)`ICwf z&t5-z!qFC3g0&**Ttf}Avei$G5VjAM8;zorD&z7=C~43kcjLEd{CBXa%v%{nXAW1p zWcWt1c@DjJv@y=ex6o{Ht2^#rpUU|<5Kx(igqmy*-#O;(x09!$v)euvNhF#uFd?Lk zzUfY>haXwD-bANw)hhaL*q}|hEbC@?*sB``tK<@(z52Lw=xm;oNumY14`PBa1f+U0uUcOAtYZ7R;TUhLHPJuM;#EQ@gG!fmVf#&qYE<{yL{4B&`Zm}R ztg->`km4pJIQL|`HmXP0C>b2^4oo&O21C0QUk5+5NF#1q1N3kf$qFafzNT8oaQ@E)M5=^8 zNKFb%AG7j+W$OEK_B_KkZ2N)Js2kp}V={HKF2 z+zF#Mc3i0TGXis_*>>3KFN&t6r(eNL15e1|iBCHRcUrD{e92q6)x%Y*(h2)r^I<$l z3n$*t^3)GqnG%pvkV=6fymmTlyN3mEBK$)fYtMzmHL3fK=!>OMJO^0HKXT`%!p{J9 z*R;wSssX0ey%~08m>p)M^WDX_(GV01YfJm}94&?EW|U7CHrSCngZYZ?Q=hVNWz5G{O@ELNJK}(fBi}nqzqS^+{l4`E1;%BPvOOR99~ej28i6_D`L!*(ac#U zSA>fq@bX#^OjQUW=A5fr6lOh73Fsc{>YwYe^S4&V${l+4*pkdCb`!y9I5he0?~Y9y ztDqyko|dk-N-hs=wg|c_Y16kt{*6%UCn+3sNt8yE{-P1&rH`j#*Dmo&RB(Vy0K$P2 z4j~or-{FL`Cj6LtuJW0E38qn*+Fsoxb_fjO`npF`MRh9nWe0olt!$ZRQ}eGx z^%Abulw8R}V9$dxZ(4MpQzfua@H--n&P!PN=UHGp>ge%ik?t<`gnUCC1AO`ruE{tq z1`$iO_1(<1NJpyKi-8jiZ$fYXD0Sv+6U_Bq_F(UN&AJQ|N3si?BY zf5;o(KK=SK^{MAR&5e934Z+(n&Y8+z1efLda_-5#@@K@782#qXfjR&l!}ypKu2QmV z{36GA#5>du-H=JLE#t*7D`9#wdKz7303w1x3c`(w%5kK6#K-gymS-y_&~M?Hq(Hkm z#0T{+7#nV8xCybh7e39GQFQ3St3(1jbq$im`qItLJG5;^y}MzwpONEp8U7+8icbE+Y(kc_K%(_eG4knr_ZEIs1g+->yB^nez z=pKV`yjZ?_x%RXVgAkd)zm2#CI-uU{PPJLQ3_p%O0g`880em0KQ+d}qiPr3&@nk$_ z$(#r0DBE(@C`n)XFjXy1h{WSavI&YzF*eo)I~-axETcmh|2rV)$!W^X?Ta3hzjd~q z)k1hDOS~I=?qK$ZM;ovE&o$GO26Y6CRkR+x<1=sae=}r1;bvA&Be9%e`14C(N5)ytiF4+Uru1sY;&&r}5`iQI)1J)gH z)CZ=Btf7-Tr+0wK-?lmXn?HE!)$the@49Z|O))e}yOV1-klzl_bNkJ~p zpaOApiPFF4O$Es6Ty+*)aGqkPgoipm(oJPSZ#ZQ0=t&Hk%L0zrAltjj``d|;l`vUlA!&MIdn<+!DAm7jhT4A< zrPpsSAvd7$NTf9^)yriGm~V*A|BT4}977{Ve(cmPJB~*s*U=7g0`I&^{3(m1r}7<$ zK3yj}L5BcDj3-*}s5Ejn21wsCDnyr#T3km*kjA8f4JYZD45(k={vNl~;l8H3>r$DS z3v6^t*-~Y7#`rtEJuXEJek2LeHZ(-A&OlyoV`0m``{9@{B&63I7jw-T9C@W)^@@8z zEoL&=o5*>Px6g8f+#Knd3RlTmD^zO5_)`eF zTA;0qY3|lR;i@}ay$rnl6fkIy^BwsSD7xNMvYs=m!#QQX zdMx25IJP)zDj?(LrJ{S?eGKV+U_)%Xyi(oz6zMN4sEi^Kp+Sl`s5<TwzqoDXXv&y$(x8@3dsg z%_F3&Q0LR-P5pqdpTLvZ6=886gj!WBRIr(K0c$6m(c!TaMb$G zH8ERJp3iG+qWq9jAd8J}VSI91kpG(?)yoDDoxE!!@DWiig+O+R=C3{Bvl82a!M;jg zv?H$bCI4Qqp(aXlC`Xu=Qhoo8W4;95TvK)k5#O!Kvwh(S-HmIY5pVXTDyodfH{?Kl zaE!q7_#mWry;0I#2q~ou?Xxe0a3aCoZPwStgv!a;{UmiW8e->emYdiFi1rsPY?0YMf&|hI1h|_A2^jSD;-}txsY$JP&oIQA^!X^8HEG#|#l#vf8C8&~MDwboUroTHb{ z!f+wf%xP^opkgynl;bpeAe({cDIB;a!HXg#%B+VnA)XbQR28WS*LC}+qkB;<{&wLy zG^S+Oh`Gra;t?zSw5 z{tQ03rkLK!ZOy-Lb{l=zFR^UhP}YqGIR40(m7#;>c_k`rN+{B>HEpKY8<#!kKN54F zw@Ne-sIlz6%oFzgj4AxI+%i!I zpp!DZ^_06(9^h}mI>t)1hqeN||JCG?uX*5xaK7qGQ=USP#1NyE5D{WnoeHo_o*9fg z$ByoFdyOmZBqpFujQZ6@krqzj(#(<2Z4;w2uS=%1V&a`Lci z2qxO;qaBAzEtsZFLxGm$*zk7+x{r#g28Up*RSt;e-L&TnzVh1?r=9)j^7#`{q`l%& z#n&qH-crC&mTFv2Bq~0e3T}w5n(12UfgnOQ^=PoW5d%x$nGWY6xoG(N((reQYE z^7$E2qV8SDe)*nwi9?|TGGrXD69Lc0C6}m*7#wp8#BY1?c2M@TR|NL*oNG4KA#DIR zbG5{LVO#ItQCstOEAVtWuds#3utgO?!6za)eKSa&J=-5saL@rqe9jeQ*!2(F;SB^p zettabgd;;}iU#Jf>ZNENTn4S@EL$o925|Z&P24oeY5$IbbrrX4S*#>#zDt7#J;kJ} zz9Xmli4{I}XC(fd^WI(TW@Kdj{Kv{bG)aNeqp`~xTt|-69YV=nDrdi7bTl76^P!-N z%gDPkx)s1KU&?2iFk1HV_L!2v{$22s^BQF3prntqlmQTmVsq5kC1+a(jm}Pu%(jX_ zNg^K2&PQd;A4ooqJKP=eOyVr>KJYYdpQUf+48Y|^Nl7GV|#SwK)8|-E|}%zzi%lh-(L21xmDR_!lENG@#U(6LK#H2Sn9oQ zR8$h1J2W79yu{?|8}hD{WpQYIu>{*Cn%rPS>wjS=EHq8-` z()()ssFstaruPTWP)OHqJ!I-0*c!>qk|PZ_LtLuLHb8*~yKUKupzT&JX?|ooUp6Tlh=C=h7o} zuhRR2XMk-F_QB=F%f)22-8RQU=;ab6P6FG^?^JC4YWHi>vQm`Xbut}KB!tNf^Mfbn zeF4=7{gcoMmV;mHcYFaRjU}8<=ljsUq?kt~QO-q*7DvuM_^a5++Ih^Ot!NWyOdY^! zXfQ>JgKif=9{$_7;{`axGW6 zjC>V4b`@G^qZAEvx3EJsgO6!P@(Q40x1v0RLQh5j0hhh_hs1k;#p4p@#xw+q{VBH> z)o{&ySQ+n)`j3QPPFSTEr(;xb zh@QGAmmG+n5kr~?c@DVV&*^uME+o@~jKVvp5CSL*j32XIvm7;ZU>Q(urkenI6oVI) z0fJ@w$XVQx%h5>jTwl0>1k1)(a6qUXM0}qlQ^+nAy2wC&O?&^2>VWv_dTrlSYiUzX zl=lVFLi5PqA5dWCvj*h*HwO5lo~ZyOtUd>{31ueK8X3RmlYu23w?b-YS> zM-inoXeV&s9Q*&QEyjdjv8w|+I7>J9K62uGh!c{N%tx%@CM|bxKI7p(H(nMYf6Kf7 z%#Wan;-`xqUeU-yEGIHA(4rS;hwX@tWp!FYc;-$ya3!^Tym28w87x&M%+Cm?mg`si zOqt>ARWu%N0pD)f)3jv{$Pc?vA`qr^+%#`)Z)D zl?Y>Rv!X4~&SjxkTulL9EnCpA0VRA%vjFzDtr()+6NTc0@`h^BA0+tttT3s9aE=f>j2)p=R!Lw+3wg?(WT0msyu&JnsM}IvdO{S9MpmVYyveW z^@MZWcd#g#c+zk!N(g9)yK$jpOl^I-%^0V3N^L@73^872?*#W!v#w*MekAQg;8Jh# z`H$Rj7s7}IxV)mP%PX2BehGog{Es1ntG1*njnR*w9VU%0@&2f3hq`|B)4FJ+T`a}*o4yMwt#&YZt(Oo zKF_6_n^1zcTrV92brvwB!ZqauVzNY3=lXJWM<5USoigzxSQJr{u1Zj%n68O6+gW1=_#y?n3MHoAn?g*C`-qHt2K9 z{#_l+D4uP}D`;ZDhsGu6ILGHa)BAENdGNtxPALxnH^eDTKt&>VWosMtp!gl*FC>y4xP9?K5P{! z^WxbJkXh>6tTvdG2Tp!FlFRgUa$NB+gV*BjVEGz&wVToo-Lj7>z)K#0B3253yI~nSImUmBq@`naJH9hLjxb0kf@9?-$b~wdv znV}n_x`!)D86HY#TN*ZB94y#LFM|@6(_MzFs%vZ%sreEt))O3jN*CD>0+A2heQf<% zOeXhyky?`xRx=#LUV&-z(ymT_K7C!&u1yIl$*8mOtA z0tv^QpKoIyOvqW1e}SiP$qs2q;8~xmQJL+(Qd~80`@_Cj$b`|vjorrsTX1iX zS$=(&XfBI{tF^nBYLkOYg-^X0Wr3Y3nDDag-KR%Um0r0SKa8#dWz0uy-Y7WgFX5ul zbh%___gSgC%LK()g&b!sB+&yvHWEwauoE1~sqAf}E2i^t!Ss+-Y~N19Na&&aM1pP; z%_dve@*x=^Eep$@g101ExpILc!xZ*ubcAyM`4CaynS>@}5P>u)tfW^{jJ8dv46b3R zjbt-8BvWhsQEY)XPlshzHJNaPaIEG*xSdAb?2*2ul4PZSpnAvuRcr_hqOaiW`)3?Q zE@+{6tT_IZJ`LwP z!5Z(Lcn$F#(J}#H9&4{YZ0|v|Kbx+d24<@3iqa&F?qIalEs_By`;CUmGco{miT{%` z>AQAB@cn>+kqo~pR$>Pb4&%yMK5|Cx_AHoznV&qsV0fnY{7~^LRCkDN*bUJ5Pu1Ur zdhmsN%4RDUe=Yw|1OD4>psiMPsh-|*aZ-t3xy3MMJBAmEhIOlAk!y+rs&oqX{fsa6 zkuZqHQfgqcFvE2VQ^|Ozoo7U5GQRQm7~eg)q&VGy;OG-l{b&rZDslyqVI9>P9seQ% zQiMifgc#F*I?Ou78V*5!3W{-~7d z6tUQ-wwul!#i0-QLV~>7oRVGn#NL&^d}l71I9YgE#~NEQce3wWVD8UN^_8lW#JDp+ zyiY(I9WD#8)*jijtgY8&YJ(6uwmYH1#G7@$bU8zt!w>d{tfvb#$)gU%mX4-B!dhuJ zxo3iZMl_N=5HnV%8+u+sif~382x>(PFvXTi#4Gv3d%_A#>~HppyK&MB;S;})`*ONZ z_SssCb8+BFSZBr|*Qa@C?8f#@>qJK~=h0p*kJnL;?aG`yslXJg>5Z?uz8z5EB+D$%U23}xjDjC`x+AqHsYfA_@(>T0!|dBqRT#>UefR7UCT8@Hb{ zYHU9wJRuU&poASD=nt0iJ~K|&WA$ZO7on1th;Lbb>Gp_i;l~qWAij5dLmW+!{oqYt zY$u6)gweU&zQFoLrTTaOwCY?4@y|BD0$!4|NvSv>P6i|YEW#X%7xOO>CC)8!#{wh%Zfz0~T+xyw9?LQa=bRs*t7B1}pyNe}oSe z*RUVz`ifYnbAfYe0?izKQK26RDNF*IQotPP&2($-aa->9cl*}!nv2c0)AaGev-kA% zTlD@DpNOw0Pa*w(pS8Vrfsleqf~JIovP>{AV6gChg2Et3NMxK#kWc?TlZId-#yb)~ z&;me`G|Ti~GN$Zr;2=my4(7hR2?>J*6);rTyQf5gq5uPt@PQxpTN+fAgvg#JF9zg> z0S$Bjgfl6g%8qrT4>fY){uy-?@(?QE=g*;6-!^beT|;wDi~x``!P*!mbsaIPK}hqk zpngM*YanPR!C}xyQ7IrGCnpCCMLh}tLAxXwnSy=@GA8tgVnRT;1Z@ESvc@ficL@Hp zkOk=lWpxZP_Qgktf6|bL!Gjv4*4a_O0Sk0;5MSy0C#d6^mtV}TfD9?}0cG_Kbp!gX zgM>l{@}=G?uq6QAhuV`xsz5b|2`S`0fQlsO)e4VLT2f5!_t<|2N($4FD;NgALxtam zx(n_wplB29sGp+bW&Gtw2{^xz2XLtHV)~6BnCw$?`QW|~0z1r9gR+_D7BNG5jX(s> zmHi706*juO;Jtum6LV*q8yW|T3N8T! zI|T)@f5VT7v9w@k210C$Y6V~zLD&Ns_8(Dw0d{>3u> zJ^t`rEitt@beNib&av}dC!({=m!-4R|r=s!`G;&}N)S3Ab^diT*ar(C>EGQJ6OVcaR4+wA0n(J)od-ooGXn!^B zGNoZ7z@=pf3KxlFmy2k}&|>29y{dl4l&dk3u@+CxfUM6!t#P{M%(Nb-Xl@vX& z3?7@Dw-UIM;$>&C@U~g3p|xIf=}9}5;8XvXzkdJSRtNvy{msWP(yOlC2 zQl3)r>94iNL{Cfs+w=fGLCb?$bMIw8Wbzn5RL?~oKDH1o z5@%hZ>$XZZOg*As0cq_Yk)n^->5Pb+t~FvFPzPy4u(C{j3Hi?5e^@;9@1sjDB*qw4UDUq@BK(o zK+99TX-!>5i)Mq~n%<8pJ8xwpX6h_~OIV^-tsX1S&_`PEFGnA_rA)}tEABggJTXRp z9@e%v;}JRYmN6E!=f#O%i2q%=-+^}IxsGV<*CjeuuUguWuAT}+dkUV>t%TO=OG!S@ zT!S;kQ@^SQpGcprX5LA86rAMZlEV2K(&zuoNhYhkOkr~tqcemK*MxC0}ocTxX9_nV2;dudfm|~&Z1Skl= zrB^woeEx{Yo06{H_Ejo4TF6?QlX$#oQZ5$KclIN>#$CN*-h^Ue$+lb)HCi39ra)Eg z%1uo!a9BSurx>mNa`nk;%pRQwEBG-^tw`Nnq>QY^UbUnhNMg&^Y(%@mIW=EQ3eeL`GkL7MBa6e<$KyZA{--R-YV_sBGj_9e=E~Zy z-EuQ+DIAZ}*}H}t({DRPm?d&|w>l! zB?yF@WI@JqTDso+yhpB&P3IAD2C=_xHoF(zoVPfy{W2ncy8&>vE!4oBFsX~nAY^XN zWR|k$lPE@kuS|Q8^!LwVJ!9M%H^k#< z@g}yuI5%pWdB#bFS`N(+u#I8x_U^je4#Q4j-|=LKsmiU9^ z;v%ZZ?b|QQ;9y#s{^YHk4WyRwdH)ib>>$jV6nXw}xCOjqE7)Jzy7YYT0(V$MCT_3y ztd~I1Cm*_B>46I|%7^)RQQW(4Bvk=jHbe^S7lT#fboM@#b(*dLU@&^&v^ix@DosUD z?@m?kM%^*+fs}naKJcy_T!1-ag;-TaBM|u+`&__Vv%ERCN{4c^Uv?hxgz|{(u1Buv z-N1YugHu?P@`iWu;gZeAjF)bAy&xg&h z?wAwqWQNb2%XT#as6L^1di-nDdq&n#+y67uo@grVm02-8qA9xFi$$wD?`5-DR$E6q zl5VY;x~p(-h*LKzIsD~4HCdGSLp~*Xz&z;dzT8r&dXI4qTqyYsW4JPZoNB$v4Q_5E zd)z&t)?DS{I*Zo1v_k!9I7cTm<^NqKLCb6dB0O54W>TC=!JJy7tFY)=kf<8Op$OVI~o}# z%sS*}$qKBn%vfG!^l5(zn$<1mOu3b;{=pcmP!}#BD2XrKJED1IV_3~6nZ39z(Duh-)uYPaBja66WPC3o{~CqRRn39Ww^U&pL3dRXw#h~8G)Ur=sH z)R|_B{zz8e^Qqp2IGyN^NH#{Plu5p)#@2M&_v91mdi!tcDwnSs>KuN6?|h(`mP@%t z-7|a?xkA43U6_Ao(uvKqGe>1ZVl9S!cg$}$_jZF?^nCwdbmPUX^=a)SY3qjoJN?wV zn(Xz>sh#)xxIWU;xf-~wT|X+gYfhgSU_U`cAjy~dLagTVO>6LJ!B~JNknGjwGbTem zB6;v*`4AGay$Qwf?s;z)uHYr@D^0`LSNW_2JI3)e+gpEYq#X<|Top!n=+5GeXeHx6 zsW#yknd&+4Pp3}2j-{;BSVyhWUxR26v)m!E@F_fhLnSym#uBRPWJ2Vd1CH7Q4~7_3 zrI=`+kBWMmYWevDj_xg`ee;{H$6hUTQnFhQGm$O#nG&AvFq*g<(6VY?-Bx$;LD=Tp zBmV-0K!<-Alk1q6KF>N7_;UR|KXxr6eZBH!wUAHFhwllYMR*Ya8ACBFxXz_(*5;LM z=4v!vUNfHNCfx|LHFwT~jJi2Um5iR^z*@R_*h!z0gPF%+FsEpZ{APX*9( zB$Wg#d#dKo_zB9+8@3Lvt%Z~Z`Lw34JVuujQEn`ZvKJ{mC)36kjE?^z)u=>w0Gybc z^_rSr;n)wL01Hpn0r=hJ=sZ07mLMu3}E`GOi;I6)^Cv{96YDeH25Md17NhD= zoIe`xwXs=lbCMDy!@r65pyqMl<%MxE2hV@07^B6-OIZk2zPXQKhuo}u6S9khPSTY0w zDvK+?SN){Ea9Gz8c?Ln5%##YnwvFL)zc&KDY0%0Dmt)YQf=I3sy6K0?B%+Xpbm-`C9gdVnAKC%j$*W#|>`himWC$sf6uV!m$Fz>gKVR`lUcZI0@w@ zz1~rH=7X4Rr-~&tTBDhk_Y{2Wkez>!TLzyhPcin%wFQMAEnEYk&R}E}@9IO6h{4r) z!ob(68xgiUF?`D9ZhM`a;pb-8H#G~gddAZU(XAGr>fZ#vz5IM;07Ke%BrZ0i?QWvv zw}!{dE3)lBC=cBru6j1nWJ+|13LoEdCVm<+)TfxwO2sv0sk6*5Nli&gMSFiZ6K@st za^!kH+KHYqtv3X(Cm(~%Ym+DQ*RVcYl?!}gtmz!{B(ZXA6Yzgzrto8W! zej}!n9Fd@cLD^N+1ci#`WPu$as|9pTkyIWRvxZz5Y;F49;B3vfbj8uf-pMDS{;sCk z>-^vAbQTqdd@wc`TmSgn*s1eQOrrv=brPmU5I-$~5EhBT%m#L@x!pc1W8v!+Zke^?2Rlo9%0zcwTza&}G#)rzP~*kPr{|r{3@9>> zHLQvXlwzdXEPENHHH6B;TC3$<+H0$!v^2{Xc=w8q_HV;T3O;S{W5JI;3f>azO|X>- zPf40NcRmwb@tr4LA4z{kW)01Itn$^@^-VQLFc>FSjs8l{0%$Q zFmRJm^!D?_+-6Wp^yg`Xu-mEi0m~|+V{8)AXKk6(f)2p_)ze6-h!Vv9AnV*)6H|UBuI})tDgA%sEu$3WiIS`&`@z-k zy_@vxSv(D52?wWrj%dn*+aaW^urlejfop-IrriRib^%A~7a-O2#UWC>!Z`)-a(z*p z7rZjs?i{zJ76R0l^g}PTfy)EY_EV5@XLT;|x7xK9RAB(i=PYa$Gwr%^+z$jco)8pO_Ej8QGiRtFl}{RXggA-P`BBkiS~~%iQMOC_!nbAJ zRrmDQlha7JHdSP#Yn&>(`WsH?r!-eigfO(sPwVH;6l)#A)sx=o8ums*dxXY+G*6;w z1j1*R#6N#1KeAF*%3q9GtE82kMaPfWr0&vYySTmN60)3a&(MW2=4h=YgKC(!57whf?)KVzdz);=ZQ!*tm$)8J(B(xcIwCObSjtAytfIlNkv9eE!-v)dyl$eq zTSR}p6yCTKR3zm_NY~Tn=&dzdd!Z&RbN@2$eb|qHPQTq34fCYq)Ytco1kvs1#jF)O zie0uFExiS`XUi^S94r=1Y>wJ!M@HEsOfu-Bo#2w(kar(W8_*8;j0tvw8c8 z3WoWoes{^ZFZVSp2pNfK{rQqdJ&fg5WVn9=2U2$|3$xA(w^LqyODy|5x32!am-=-Q z5ne;45&N2^&f%hW3|^)Lors_gvtMOHJ6oQtjo7UoB7C9*EXDO93Fm$m_|r9F8QYVT z?7XHcfTcY8NM06cS&A$|^-m8U`bbcT8=_I1;nnO>&Iily6qZQpiqm5tI)RaIQg46K zvh`QP{La$%Z7V*rWRQ_#wId`(sz7P|k$%Ht8*O?l-1BblSE$rdu%xMadH4mgUe!g- z-9$0d6d#MNSG#2|lc>&l(<(;wBv--}{RiovSdcAxTT$}KdRfQ5eql`X>T$>X6EQuK z2q&fKB?@-5ev-9pOGj1vuGUt&jC(_UXYM7`?!z5Th$KpPWC4rrDWcPE$1=RfX6&o1(;5+`J7&WqN;E7QM)1 z_xZCuA_;$}57YWr-f!CWfo6>FR}AxW!|}hnnoP`dm1$?DE}1&SJiBs%9+DNTqHN~` zs~P#LT7GX4ellNT$ic*^)94*na9_DFnbh`Vsj)bYmsHX7hE@UKs1?ZcG9jC^Kvis+ z*~JtcAww*3ajesCeaq4)G9!QBuXK+J<}-PHZ-CQ6*!$eV#pH*t$$eUPFdeMK`bYV67gs8k;&o%M5e z(guGd?kOoeeyH6fAP=gY<^QlWZD^xRju$NM1~bYmq$`oJEh0mqu+JIAKlfGkpNtBcwShiZ6_BS6@jmH zHH$*wO!$MvwxO<+#FGNLzZ?kHi|0v<<>$DU#|>;bM$V>@u?>HL>1%S)ViZeVy#d_m zqf7tealJVoCL-Wgc*bIvH`f-$fQ($C#}(WXw;xRAusd+<7!38Zs?WOGD~7_D=3 z?XFzmH^}FbE8-bCB^@o@>Jt);bZlAMY4+0;5OsfTqkpg9Xd;-~=KHfWef{40b*>** zk3^D0=~HT~Nf<4ye1j}qyp1)ruL(Xp#YUgrZLo4EVp7_>h4wd`ntUAQ3ZUFG2{VbSy$-> z?ZDzwG7@0P4T)z>`gYcj(V@%xc*)ngmKlT$@|5t9@1w#%Sq~Vb zXa`>P{jRV0zEr)It%in@y+>=s-FludKvqb4ElB}=>v2-v;;@%|rXqa^3j?He@B8Pq znNasfX?2pr?|F*GtqrzH7zAz@DhKA7skndrZcZxicwSu#8H$aF{nS|c8ggkQ%p-q4 z$yRc_y8Ha~^Ur{N*Bs@wb(*{{dQf;}QyGZe(+Ga%Ev{3T19&Z(?c+GdCbGAa7!73OqatFHB`_ zXLM*WATl&KFbXeBWo~D5Xfhx&FgQ3ilR^Cz1Tr%*Fq6R)Cx48$1yEdzwk?VT*I>bE zEV#P{cX#&&8h3|4a1ZVlED&6R6Wrb1HMl#x-e;eCvd{g$>b;^0dQ2J9*J>z9l~fso z&FoEp683g33@nVyyZ}*o6&7XyGcy|_Gczk9C8Zk3#Rm9qF(Rb~(8(EOZ^!!&15qcS zu?tuxX6ypClYh6j1IW1A09e=nES$V7T)fQ809IyZp8qklcj5(z8M}eZ0P>6g8GAdR zGa{v^y@RI{$imVE9Oi#M0;o-C04zK_T=f5P2MF5&oj|6>b^v)}7fYZmIHIYs4M5f2 z6a;kf{4WY>eoGe@2VN#7cXxM2V_RoNdnXG)8hU^`$bZEWpaOITI=KPO0Dlz>P%yRy z{#_X(A|*i066E~1T-Dy(#ogEm2mlLgK&C)DXRwE>of*&x01ggNm6ii2IsondHkSL_ zfFAJg-T+t_S^h)!Z|}c|Kz9FfHa0c2w{iO*_oODRfL(V1CzQP$k7!jE%t8{ zun6&w%mU~F;9zEE=Hg)k038894^vB~zv$IG9e;rTQnLId23O$g?O^W!Fb5X_^aYs% z!G93FosHdq02e1$ps)8o75|M8Sy%vOAX68B3D5#$hxmsbEC!nYjlsir0(k&*nZdiq z0$~2@=RcqH!RuvaZ)fBA$NXROWfIkrmr#0)7t8-`$^Umk60SBj|58)`OaK2-8{2|xJpXL~URqZd@Bzr% zgU`V3f17Fo|2|rIpc%;3_J3=oU5vqpAb)IUVe_9hf}ABl9zZiCkc+A1-`n!HT>Y;r zvjN!wmF%5Ce?3+J4B*lHFCF-_Os&C>4rlO6{!0Y}U(SDr6t^?AH~Z_vSUETW#!gPg zo`~QfgAoV7n+1G}W;eFn=L;~mcS8JYqMRH6CgHzCeo@7#SCDQ_=8vgOp<>PD}YJr4`Kr_N&i9Y04A9~2pnDZ58?zc$^Aj# zT;%^Ca4rge5I7gb{~&H~E=qq8IJ(Lo1dguy2Z5uj{XyX9>VFV8y2c*_j;{F!f#Yfa z2l0S)#(xkvGm}3E+zAsWV^eD&_@_8wiFS+5b!h+f20Dg z_YV~Z*wqev8~@OQbG82y9qerXUutmf4u8~OG6(Q0&+fm*!_M+=>3=mdVX z{lk>=Uow#WpAqnYBRIO+y8z8hZ2pUujs1_}e=+m?Tl3#y78bCF(?1}%ZO(s62P>Vy zuZ91l0#47_=AUzAVF73Nhkp+Iyk&B+bOQckJ;3F=xZD530nFk04+x%w+dm*UP4|Cn z0odE)9}rCM`40$ggV&$rz)W61r@uq}*E7r1)d}2bmw&xgzW_+Q@mw>$5=~|1mvyIG;eVvTF7%acaq1hP zC6X8Kqoz8z(B=f?mM5QQ!#I`6-4?`!37o$1f+OMDULpiS1~s8QpBG0TjR0%tCdgkh zl(~+s+^9<5Fz?-aBt2?-OP5DN=603$Dmi75o=c|~qSd4H0*YrS^Gvd4amip^7>M9$ zG0r{EW^Qh$F>=P=NPlGF=n#F6quC0*bv9UI9%j8(%hXt%JMbv*ba08FZ!ktCKYEKC zB+Go5_x@hE(zoEz#9v5~gF>IO!hp_rz?xABQi-%{=&p7fS!`$7$xQ+TQ4#cE?j%%~ zG+-Gzktt$VwirfYx>U1S1BnjW%|%vQZ#6p2tx^b=c&2LK0Dm(m+LlNDjh)_4b&jip zLwyW)At}xGgAGI5oxYmIpL#zLTDY^&id*VNtSs|p5T(GBx{N|~Xac3N(CL@llDMB? zjDz{Tzg&ns;J9Dw-!sK%vS@fp9w5wI^QVAVH7LzB$12X;#j!orzm8Xmh9f0 zuNaKb`{HT!z?08-s!^`q@|7cBnRMqkl410qK43s3Ft~^3*6d*G_Qwwq1MEY4jfeAc z_b`#cm`ydVpuF&Q75|(LXT>y0;Yg^WyY1O-1QYTTHGdH|Qrm`DG)*;u$L-OMqGxyd zQfV^+SDK8~m~Xq&i?r1RVU=~wFl)KL+y z<`Io+>VNLSbxVZR88dyr_2Yq&cOv9)ZEVa~f@8;0fPxaL%r&_}I;^+3glwxVuPmWQ zlGsLp3TM5VHLM%{;2#2d9omo->tdh6)PEyP>^*ZP;QqCo2 zlg>{f%CSOxsMgI+e}BDQ_?d<@$~;)>3%u#U`+rDyh;9B^Dy)H;*yIZpOeHq)JklTr z-s<;M?>Am2gi&SCDj8uGdul{w#vo)|N+CXWdvn2l<*Y^|573zCp6EE5os*g+NVtk* zDj7nRn742zli)~GK|-1|^83l3Ma;rn;sc-d#@}*idsf%* zuz!%bHfVXimK(HQe&`QhUtd*~@o5mx=+hNf@(~V_;YcowZc_Udw}%oxJIgH5m4M6m zy%fX}8VVn0T2rI1ldLPtA=^{Bx+nw;C>^Ix%B8$!a@zOS6PI}I)z6feQg7Yy%wMm$ zd5>L@-HlW?!|+bJ`CHXlZRIm|-=1kCK7aE%(T_`cnFskCZRWC(ST}FZb=<@`z58we zlv9r5U^*Eap1>V+VwT#Jwk+d{Ebi|?nojx;l0&lI#$lp5B9hr{h{Qym%hae5vQ#16 ztcuLj8YvZ=(n=H*Hcy9-WsM98A2xJ5aF1qyql1z6{rK>BvLo{!St%_NO)9-Y?|)=Q z@Y3jA?fvA-SbK22)?DM$azkf0Y13P1i%@#IP<~9l@%$S5zW%8vUp5iPlm>Tr{BBe4 z+#<)N{NtyR?U?bN>nA%{wIlboguPaZTr&kd(Z-B|u_eXZxpARFO;!(*18zrBIkTyX zZ36ovza170rlR{|x_>NT zIGV1i%$D@J|IYIpS73lDeusMGrB(XbQsJ>~&U;4@1Av;!0xjoeI%|s!1AnS7>i9T7 zCV%|fwnwNzb2g+Lx1ij1#e|Z1F%^dP(J1{0t|u>HJ%P#mraQ}~jZ#URHIJ8ALzqTY zM2=~XzZB<`1G7{#TR4CHF3X0m!h5&_iJH85K?}xC0ydruJ`y4oB8b~tWx+oFeP@r_ z2kIR|&2uOd;n&ZyKKAlRhJToI(;W_8O0p_za7HVN?3>gRDzNumbpQ zK|>@~Q-siWUxViByA{=eWe^^H-dVs}@tFz+P9siXTZ=?=KXhrEQhyfXL7UvWNq>*~ zcSX2{x?@@zVedcmUtKHbR-&jWz1_G4<~|?-hv?%SUYGC#ojzM8JT@k{;#_$HFSV{@>^A9zr#^~pSd}x1)u;1=g_yQCpma8Qc35xo<-wR;ndL*(h#%kw z&z7S`VPo+~At2t_!20Byvsp}r9jaGcCp=tv{(b@P9HCsc7k{39%=`0FC!~nNZ>525 z3S#Y%@{(LU6w-2_*N+Lp3l;>Mb~c=zkfAaNu@Z{)m;AB_yGKf+1&T4k!ni|jAqk(? zrfj}_+^@ga-kq1j>VM{XG;OWAun4=Bmu4Y52#+)BvgfNVu$s6h(wPEWN(xRDfcUtUgkmE# zt4O_MX{5w{J3sj7xE%Bf+&%Cxw6`P?4OThCD@Ioi60k7{a|~CSk|pc!HqQ_JsfmS= zZ5l8qPg#ssxLp~qT~+3@Vu#CdOw*(rcdtWhnrID;C9)Gl0_5}mv+0*`<>BAgeRN= z+pbYtv|NW0PS>wJM+;^IrCf~=HkhcVoYX}iL0h^4Qp353J}^)K+?pBY%Nqq2gs4)g z)haa0a>Z7{)2XD*9qT$3W;_pQ-}GXhXgdOZTdNlckqaa57PLc^9L?41p-C@pxKQTryd`IL=zgc+>iO9IoNGB|mxWx7cc@J@ zvuxb;Q?2`gO3Uf<%z7G=ouOS4w2WLH4iY?dvJhg;e(vx@I%0Xf0+F|@ME&~mxq)?t z$y%4)Z$F$9Be}|aefVYL0`)w|re5#oFnh(;7LVANg};Jn8Gt^e%ASUd`7&-{J{=s z!^9!j!dWTRjDlfO@3wMmCgY#H)n8-d&ei?P#2ak+{J;^`m%*Xn@Jb%Bt z1(IwU)`)mj429-|T(f?1n`woIh5CKfdNUu|tp#bEPs)uqTVRWryc~*a;l4-;hX{Yq zwJU+3E##@H?{^WL1C>_(U}G;bcUYEyK$4v0M#}tf&=4V!_yu`&{qeL!eBD?#?2Gxm zk_WrLRB$e~&u=)*=Q_S+N#Z#ybboD3GB%NGj>W6zz57imJ+kQ^y0G^w$zy3JrW^|Q zJf#kTtXwiJA}?3<&P>p!5kD=cuS-0zmFZDk1a&L6xJMHtoqHPtcu7hU7n1`n;eZZ*G0%Jry-7!aw57~A|h@~Ab;o!8Fdt>KU_u6(z?cYnH!bru1K z8PigZR!{Kx`xBE@LGVWJVjijQno;8Ek=RE~LjQr%ojGN#CJI=o_2PZB5f|x#@>Yb; z1G9{a+JqNE3wGE)oRZNEuaE6k0=nQ)+7+L-U4#{2801jwk|R?-!5FUL7#IdGTVTc4 z`(@+w#qvcP5m!x|e3umoU4J|01or&wTp_89YeW=GJh1tt><|}%|Kr=|X_}6ZpIHy} zg_lgxd~m9GRLBNRH@rJ8?_{d2gnnar{HP5Sr)HKM;u~wmURHL5iYe(&v{s{PI?qPu z%jW;;NMN_H;~L;%BPYs|pw$E57{yOPbc~ztahxg)__Px_;l(1VN`Kcun6Jdr?MDn8 zgi>W4MPmCQlPte96qIB`eKB260Z-fv98}(AvUO14kmZ8Zd;v!I&~z^^tQkj0C6{mL zG)-5syGE<~{_5@7@4o&Hi=_^jBppuHPCEV#@jyBQDGfiPz59JS2Tzvrz_d`jvhkSs zDMLVHaYS05z+V-X<$n%9el^|v-V$|0S2;w^vQ(R4_luvZ)2pX32S8p)Te4(!f{&Qz zT{NNoyOPNd+7LLA!9pDV@vG~T)cA<^nQ?+hS>1sRgJM!vq2JKAow1#;zj&-9BknPF z2`){{RaWMWTc=bk+4S&zOs*v7-(O0vx&(fuF`wL#@X9c1=znkc^le+(6hcT<>SHqh z8%%5b={umC9RxRKK$gT8LcMK`>Qc7eE8}uuQcus;ZQhG%I;?C{(tM9|nB*@eX~ohRXDNVGK7Uwof$>l+%id+MVNko;%nDXm8P zNu}D)A{C|H;C}~4V@M1ien#>ggw~8*evaFcX>`j&tqIUyAxETGgeyf`rV_RM6u^ zBSmXyqpXJ0jBSVeN91yDSI-p+r_1Ekt0Y%Mb6-=(ZaR)mPe0O^RsGqlM}qr~V^nqe za>#a#Wx{LQ0C!_pB-)eGUqNlF@h6)AZiUv-#-~UM}M}?5jWVwt69qJ!VI6p1brP~>GsS^ zEqE*`h#tT9Lh1{h$v+q^7)&)u%HHyE{D3WR?>}mJwQ47%+vM5t6o$4F`XQ0n%`IP2|pDBb+@2AA_*M(1M@xKNmD1kwOXNb z$Q74LcbL}u`dAWoP{etOZDFd9cYSql(T=8Tdnwc59Xs3a887I~WchVjZ}WK(*g?<_ zY26=URRMxLl}{Qjr-guBn}L6lOG52pPAtwjFP{duKpTyE`R;h z>^9ueXQ1~SP8*Ls_o6(s`CY-pJeY2|wS6rp+nx*|da+m?q19{h%Hp@hsPRtBSJyg; z+{rZlZcMF5&(+4#vI(e1+E%Cmi`zH$Pg<<{U0>P1OQnx~%b34RH|U&jlmpt=WTvX0 zT=^m26~@O;a0wpM^c7sCN!fkPhJR}QUM|chdDr+kgGwyj$e|WX&V3 zbscY>Uy?Zqz4bQ!@T%3$P!1#NUv}2;1j8@O=b0EJUBxps$uW4ztBi|Y(_%{D-@Xc=%xN)K(CNt}k(%h_t<~vy|>J%~X zp-*iv70wZ zh&5QoE;BCFszK2hsKQJ#5C_}2`@Ya4h3P0XiepcRLS9$iA!#E;tH1#3y}D*@&)Hh1 z^bmh8xSYJcYHxBF#eaT~@H5Qt=!_18R?qf{q|%D7?+*=<6hc#^51skMcw))L!Z1EG2Y-|MLTy5A3i@yA{i1Uxx6$(`y8FMaN{tE8d8V zTNk}7i4P>gWq)1pc#_82*RPp~sm~e8L3O$-Yy9e+TD*kszAP<&GNrqv+^9x4QD|8a zQRUzXxex5Dg^VuEChMN-$*i?FP&;g0-7zpJ(d>nXU8b&~r2s^^!MqtvVT`>!4p!nL5fY;Zfh5D#D9l=1l3X( zNAx2K!q46u2vCmC>+2Qpu+CY4LlR%Kr_7nJiOvjxh$VF3M*AC#HU=M4(G-jnp}~x4 z!+@=2VgOXY8J{||8)_e+j%4{}Tkif?nPSJ`L%8X)hSdRl1z@PcMH@+A3RQz@xrb$h z_&THw1+DNs2nmpI0uc(2}hP7vup|y}8xb-QQO5Tj-c-CNJ%(Saz)=M6x^nXch zbjD%B-=9s4*H|)tmYeLgX2uLqj(lSr?_vn4V|pMF=u$?FA5ZaiRT2zBR2j_TBwhFs zE)sf7Do#cd;=T8aqx{!6CouVDdqwt`8PhtlnObJ4BdMW{J^0AWLyJk;36IT}qXdVM zjZ+r2(4ttuP!8rqV?SDO&G;Qkg^gx}cMZd}w+OFd z+DFBEOl%97)#c5}Aj+@x^Rn3-a12g;lVJtN%)sN(Z3;J1)YH2jA)r#{o_`W3H+^#x zVYmI6R%p+W_Cz6)`->uh(ZyTpsX}kAm@9QG7a3W9qkcD^%?dRC!4>pJzI{en3wtk8 z5+^eK+GQ;3WytbxbP3mH6N=MVME*YNQ&DuUWvmaY9;D`t3kGO2!jJjV|x*w|bZ! zfkLGo?MXQnxU1iEsL_%elr-_*6WHPOss%qUt+SxKd>L0^>!>60O|o}GUu(5p!Le0e zSPpu^E6Owk zrT+WrOcL_ze(z1FeN!cF1IES&7-6c9M zMnrvF3R_wt;NhS;n14A_(2`(}o|Qb`?)|CqW0QsC_x+W4zVBx?De=L0yp#{)zv%@9 z2Npi==##Dywz(M1d?Oi)HYTMk!K7^C*M@SW`B^lM6E`UBCY*he2=t# zt)rL8+R6RwQ;KlTy-EzbwBVY$J3Y+FfF1H=L+WBsFK#4vaVIl&^$;uJgzD14x7RJbBFYTzmLg)U8D{1gN>0^r`-xwca$(|Z6gU0J zz*gMNsw@*WNVA_b6}S)IYZeP_m)}NGt1AvlaOb+k3-E#%KYXTCTqn{wsybY8Nb>s< zeP&KHrGKNZ;iTt$zUSm-yra}-fH@XjCv`4noS23r=Oxzkx_TOFk2YvZ9XxrNn> z$RytHuFq^KJMECcFy3j7v<45C+a7I!nxh0}4}Z4NexfU|871_~hiD-rZgbZGZclq` z1aab;`xtkD*jx)i(@T-sUviDmTRQXf&0*PzZ*(-E^j9JazvQvX`Pz?1Lj|YDVU)I1 z%M$oPe`O4}j0Rw&0|kl0e{PmDML-h6F|0W~`%P<_6nX|h%U9^fP9eXMv<4wfyGkQ} z8-L7Wp7fr6mH#OaR&845Bfe3ADXi08jj8{OZ>Dn{H6kcPwqtNVBNm@PF+r7U4M-LK308xLq4jvcG)KX@>#W@FU#blC1mFZ zN?DM!h+p~%ML~cBO%^attn!ThS84+B#*-5EV@9@!RVHaUubZ+!!jj~>ihLf}!ny;i zzTJC+cZT~)%BwX($RC|7ShP21%1o5?!rD+okr~j(tO&gW$}&sn5r1>v3&EOcuzy!c ztv?@9v(A{oYaPh^;OLKB)i6dz?03@#%DJYaayAsU zGCDqda@Wttd9O0#skv8(%_>hy$`BTfDV&F1%!6NXH`>;p8KhSkOCA?mW*2LI;bKHL z>tJ!e_Wodoc(M;Fz0^*b2y(QRkUYj6#%tY7)viXJN6_D3$hC@rB}|*{kbec?19?OE ztxIAipw`xzZrK_07WGz2ftLGqebXBWcXj6>_fN*SFp3s$=WS_6874xm<2=E;KE1B_ zC-#ysnWrsH@Cg0rafbFm^QHo!?FkE!XU%0|@9W7E4Eeqb?_fbwzL(PuCXR6$&v`n0 zv4-y5?>{6|Jj=rCjxvRPhkwsB-uZTP4Ih2^8b?Wyl+;q>&!81U|mi5B39nHu)hH*GTp0`5+Pf-u!2Lr=E6@L>L-LQD^mc5g4 z%No-zEZ7tesULv_eiRotr8MrW%lu<>vxY0k(YlxW6P+9JOz5=sD3&h6MYb*rJWm%q zc~nJkE2WCfNXPAs`^5Txz#oxKxN&VjVzik{%9UFxgqf zoS@ZooEiP8Y)3!F(venOT%5*!VkX6=5ni68iIw(`K6gLi6Y}9jorL>c_qoVLgx&Vh z3nC>LSCT|=a)uc~XLjTYz}hB|^0l$PgM`zkW&2WOTxAcp41c9)91=S`HV%#Zg>nq~ zPG}JHyzp!k&5lJSkxO?ea6>2m9x)?9rCb;feZRni(x;4nzxjP|k`V1j-r2KtsZ{db zWlRZ!Uk@oJ%n_qKf73VIzR^v#N7futiv1>K z8+De+Y*uhOpJidHNTk4DDNqLZBvL&W2Y&_Q6GW!G_d#Le6S=w8>Sn&6 z$l=1R840Cy9sqLQ8rV`{#fUWeV383&@%pW!x!e$$5N(RbHWH?*>7Q`n&}92yKt$~) z@Oil}aDc@5eN0z@*Llyt8F?cB?#*^lK777G`569<)F~kD|NTt zfY3LuwZurl3l{6%eBwfJA6{8&61p;gLCW3x#((-4dy6e2>a!A=3w;>Jhm5zoxE_`B zRA+4mq~zp4Zod7zs2Q_mc^H@~e(L(%38EXxLG1ZU5wpiaMJ*h$tTE|WW@nZTzSqu3 zImD0|p{x+9s>;Q*>~`mbWi(C5-C4VQ9qw4zw64PRX<@r(pIT8rljv{9N`#!KtpovRQ>=#9vWt%ouWGH zgbf|AN(>#+h`fPsn2H~PZa4vjYRUBgM1TK=IF<-s;8U5hN4~{`|ICe>VgcD&MBdrT zH&q|o9NK%1zaN-DK)ngc_yVaARa5y+*@jMBi$k<4Ia3a5DmiP9N zP&X%Td0tPvUC<2jOYlK0V$!SMfaMTDr(LofDDzyhN-K9rv@*vTYuw4{x`4FNCx35} zEHpBdvrl{(uO3OLc9Q-HHeilKoQ2Vf2ZZ=L{F~2cB+;;>hCsU)qmr`%LpR}JXo}tS zkXqo`QXT!}ReI&D_mJ_gL*r=SsG5v8a#!iov#(X>l_G||L9IJdB3a)k4jczLf9GpC z1AT4MP{cqQ!j?SdG19e-`{K9`wixY``o6t&{`;Ljtt9!&I_{lYG%jdiZ* zFPC>D;KuDSOZemzXy|8ddT+95x4nc#N{8Il&JF*8yK@`T$1;HcH9|^pK~SBCZk&#k z%xdCH2kO`?lh)Cdl}CeTMX@Y2f44YF8U47KIoh4Er05fsxGKi zKF4Th8(K|?B06o1Q#}$PRdYz|kC{uBai7<2O}iq?Uga1xFNPa_Zl|>Gvvika`F3pz zkI_XLmgEy{td|FpeG(M8h17IO%<8%xUcX9EQaUhK=w(0HxUM9sx=(K~zLy|XsuE0t z4caF69FDJYI+KQawy=ZNHcJ}W|1qNu?@1iJKNbs% z6ICEZF+?eWIm@op0vE*V!56+|Q1^J7e#S2qC`Z$6$wPC zO9X^W7McCFEtS@T0EDCDu1rjhfp=`|+BkgQ7-iH(JhygG+698$^V5wVmSzmwU5MadLeS zG}Ymd6YjnJ;`C-Rn15&xCrM`u^|Zu#ah7_9B&A`RPl5gNgOkO1$?ZoHDxxzaoU&Ww zGkKt$LaBknbKXJCmsmZPOFRni=&>aMvvTe+N-y`LLAQlnlW$c!?5c8V?_m-~f$+XM zt#d*nv1t;`n$xs|Vdt-hdAx%i85vd!C3sGI8^!Y(sM0(vh<{Ygj8#zQvsRX8?y2Ul zkx1nQkxHn8XTh2rov@Tfxt~!!S&TDjN8T`&ulK2&PFZd7*6gB7dM3j#aE}o1bZIR? zc~>q3tZN_l3gf8e538Psd35C)vC7$9XX6&QwHucRQi2XG4f3@=lv*&_qLGE;ISy5; ze2jg_<&O?jkbgA6r*dFhGbee5(3%AGh#yf``e2+%EHumMPoz3@lc2Po+;QohXWX)^+RZw(FLugBbU z0-&jrU~$u#Rn6-d6UXW*v$YjCm_Mc`&yxN<+Q(&-aoBzF59v|=B7rx>584UPEH>y< zE6qsWRkya^#&5L|@aMliX9q~hSa=Q<4h%7&ur5WSwkzEs4Bu5PX+nCPn8OfTumM=_ zLHw({8?=ZGr*(>`)Z@mjuHihigE!IC^KZrJ{0!a>Z~xA6PM$Xzyp{}Oa(ao;I;3sr zAhQ49890E?F{bmg>U_4kVJn^@IRoP~v(glD36p%gz@^fMK$K@A`R{iL@f8^!_3JaT z;I6F0w8Oho4?Mp%D&rDwoGGv8mw0^=m=SaFH%nMg}k#67&jYI_Am! z0DP;L*e|N%w!!1iH;dsx*IaW1vldx3_YrwY4-zqS%r)+|8~oM z1QW~!k|GDfy@F?PMuDI+>27(<>jXD_h7*34J zjU-{j)ol57UYZvZ?^L9o=Ka!0ikt8 zxME|KuB5R?ODc~>-?U)EGuJd@FE~61yur>hpBIQO^@$(i=a`c{d@$(^59Hm8iE=tZ zhVsogPFIMhbswsBeZ@vb{z|OU6BW0=c1^??+kq*XMRFSK`+)l&pWZ7TMl}WAiwz|c zS?nX(e;tI7R^eaH3msd3B+Qvey|fJ(kQ!P`ykY{5S8`2;B|_1-e+0Vz6cu(Bv_Z;G zluG4!wu!8V_9PsAopm)%%MPNW2V19)>}tS__mykCh9=|KoYg5A3ySkpnNQ&Bimp(c z;Aj&J%G`3=O#+eW; zs)PIIvgR{!LEewF8-0GmcC826Zmqi<5fWMTpe>mw+n)D)SNK| zzWS~>9)OA2%c>f=;@&Do@Y<;v{oAUcwT3z2UaD*4;ImO%gvd|kj8^`?{AujEO88p* zxw2zMNyE{b;lvtNzdvBn-34q|vJ*BvtfT;0ufq%5H&MBcJanqMHL5pLgS0_kOFA1f z15z{5S&HJ1nU}4>7ReX?|3;!u23?lAt;eP0jsOkFLo8hp*Hpp4g$U_PJv&)&xk)$X zvf@Ok&VL05FWA5e-L|mZ0sq}J zDh!YBY^|E9LAl0x^DxFi|5DX+-ky*7B7MboLM}U6&cP0DN2~Sjg?ff#hjvAf1d|8V zxd0ZtW|-X_(K@>bkYoOKGpwi(x-?!)kB<8ya1d86yt0P^^CX-NmLRVD7<(*zH+lyD z>5nsP**tC>!PujR8ajB=6?gMnnJ$ED40R>sy-a;j$MyXe-N)bNNE{CFlLYJ|n%MD1 z^0GvQxOJ_$vK@$0sReVv72KFDp1HmM@dE-K&SFeZdHL6drauCOrE7u+>JM;wE!)Z} zns)KT?3QC~FvT$`Z*SJ<-1Su~gvN_fE`dj}@@W)?HlNOAW#gYP8FuSxjlZZ9~LW;Wtc~}hX?&Q4jcGZjG_+S z(9HVz0jhdSH^;XtImFp8y4gj~|Dr zAR}t;;~9BblV!ZT=dka}4pNWqYD(eoB9X>i^-8p6PrfO%&3oC@ya8LZo(I3> zpX@88vY|OmAR^_<#=#_j+!-IO85q%+1`{)@j@m1_0b^H%ncSzb05gJA3!BE+v?Y|- z!UI9-a0^hn?UznVmC8_ZU%s!Ka^NxiI&w=CkqnsPS~&JF*)nE+D?oY2rdSzo)$}#S zk-*h*2y|0oymh3AiS#Py9lJeaNW>Gi%Us!B5wKzBhv=~egF_b}+4{&R0`RY&=b`Lf_x3grF6oRB@ ziM;>kHnE4zi9F&|5uiEJUL9`lnh!W@P3Ez9x1#5bi~*kCUPA?0lo% z#gjNYX-zcURHM!Fw6{`{DtHQ$`4|?WMAd9q*R+lO#F@Aw5 z^=g9GYFCSAD;go&`QcJm-yucgg-BJQya3gycxr-{U;r;qnfN(ImZ9ybL3!i*-6ST) zu~cEH3%35*K@yH#1{_s0K1^sTg|!L}v4v=&p_vU+()z+`XR})u|F-bNEl2p^cbf8C zN~Qt+S^l8^6*>>d2rKtXc<|Rw*HT+EWR3462YxP^?ho+a6w*-9Un-vsD2ylpEJW9g zvO{)`Sip2AaPltdoilK6)3W)oH&1g*o)lXJ<7OCA z4?8zI@`cSfbqICT`?Y&FB4LkzEV(rvzb`$X^}sg<4!u1)|KXp!Mb$Uj_A&wL=w$#L z352PEeZs-HH@tiM{m8R9HQaMu*W#JprE~1_%0<{s$6XUdbJF%*koT_i>V^1f4 zFTqC$2Q-P9qFRY4sX430UIJQMJB<<*_rYe)E~5CX^9O=S#&T8*i$E{t-}oeV*LSxj z2*6e*n}?cE#g%zM4cm2ZpPvJvV3vyaaOtZQ38~G>69w4$xEdDCaBS_SMt(xl9Z8T|UX~EK1Eg^KF z7Fmn`t^y35OwT5A`5prB?Ax-0a(jnDBV@yq>u0F5ledYje6-=2q5Ep8!}xf_l-eaF z+ARUyNg1C^J-U_CF+xK-skZ(dBYGlzw`hLV9l5Ak`&j3BcT(2zGragyi!=wK0!NIv4Dz&Lr6#Vx3is+uvShk@TYrVc$LD<)J80lSdMqu%2WE zk2=sWeo8F1*~6J`q?cqr6W*!7BP0<#DqS-S+k7MrUgMdE$R{RXfi~{whWbi@!g=_T zds^M-+!~4^iXjtWokpTi?CJBh4geP5d>bQivF=KX`>pJv-{|HK`Vcok@tbwt)QEn* zvhN-@Yo9dHu=7X7<;5kerfLCX*0=q;#Z_XR_pJcFM|N@g)5gIt^+N* zLaXC|6ic(sW}oDK_JZ{_VRDT{#K`z63rV1?IzfY6nW}-98X^e#%iWCf`qImAdvJ|) zfL_b_L)B%hHxxPg=^rdfA~|t$l!bkd{-E}p_YY#y)PhM{_AXX1(xhPlSvu<`O;b7CZ&;aaem?I*TsqSYgy(5*H zO?A@5OSLtT!p5p{1CT(ecH=BZj5&=Ps4eMT*=JciH%YGbla`sNcDZBg`vIiWJ%bqr z6mYJ7f19#D>~Jmz=L!hB2!id>@qAcSR`!wRKQFo=+BE(hI(^SWKjw8YNX;A0Kv#{B zeR*Sx^kjq1hZtEyK|GB>S}&!CRf+Yj%L1>>gva&37FH!w{l~q4FE5CY;>7Y8>M2}= zwQhzDT|}35OVvVY!`GNSdA(Fw82;c(!<2@~-}{CIzri5$J8#@s!>%A=_=Ml=L_7HDCu`6V2B&0U8A zzOe=@XQ=jb0*puyxX4%v=v~4C?GZ=>V2h`lwN>^KK)o;CXaw$%@f}(&%N5%7zbRGf zb$Gmp$f!fI?}2S2+lJLrsY?*$9JVE<$)GaY z@il5rjHKCpgn5~qfQn@u z`D_Q!sjHf9qDxkxq627g$E}v#*foT}?oJ$ZfY!UM<~=bG#ye?rYB@eM2jMyTZ=&T! zMe|NG?&xbp&L7K5;|wpE5l_*jJUpvN-crxV(kl1ct?c>(=j#jg465jn4P(yyg^-^3 z-#OqZbW2MgNdT6MZDB+v-KY>D1*(fq6y8xDQFhLp<$Ay1oWIwgL##Zs#eeS`Qt^@u z0DO`Y_lg4{+Ia=`hYj8z=6v~Y8;m{n*27TGG`GHFQ+CU1baZ#2MC*qN1R|oLrrT_k z7b-c-{(KmG!<0F*?_7Sfg$oLhPiL`8%6FP`# z2Yc{v@D4^Ru8ZBbXlllQK!uem>M z$-f_?mhr@b51;C2fm^}#4iQ53MW}5mPo6C7cbyNft-5><+^XI z36YhvBL(j^_qlQwa@3L8hDoU9t)t<5A|1Y#`_sZ34Haj0qlsy4U1a=!9Isy`?+v)# zlm3|744qscDh=@N$fW+?dA5 z-21QwU9-L&Aq#2;Tb%T=gRznjIZzWD+44{Baw8LS7|-rwjIm?mvYUH7TSZ(MwuW+L z9OqFQbI;#TqlLHHV;62ziJn>tAEz}37Ue?OI#Bd@tpe;54yCbsvbGfT026|{y~#ot z`MwMhd!$`0;0SGClG|XS=w3$-nT%`UI2d&^4yz4j0R+-b?N|+Q60pYPpT^v$|J7!G z?-PTbUTmlB>H~xGjKlIzY~Y>C|p(|`jE&B-uE zb@<8h=;9H{j^R!*flyRF_DNO#GjSvkIgUzSyFhjikbtfDJtjOg05tZWySej?3&x|3 zsk#h8!lhHf@KRBl*%Q8nzss%C*x=&+Kc3w`_=+%3&ekfykUZv$p8B4?5fA+d?>-zJ zuue4N3j@ju{aZnPj39xx+6TsN=Qg1V!FG#>tFmp0!FH?tN(FlR%A`KB>NuI9b8mvo z%{9nl;fabgq-+EX04s!DR-A$xeb7;x4}|9UbHaQK6guHzd61 zvOk}37L9adT$tlePVcT^>fDD`pW0@ywkQ$ugJ7q#jqv$iKIlgDGz1fqOFU7n`-jAB zVIj`uHV!o49ZLHf;^Z?dOd`GfA_^$fbR8H3#3w)3q0K5EkgL%cWckUT&Xxu&Pthk7 z0JC|iNV}jI9zK3);$<>|XQwk5FGRV2YeESm*`G=JFhUxIQM~(n%6dV6@@B5-3rA)F zmcF;+h64T8yoD2F4m(eP0%7g}eleOYbjwZRbTK%D5%Po^BqMfRW%)Kd5C4Ztkn(WfCQNVi zid?9kWkP4f`J>1M*U>qloDvbYt3PVFC8@#k$|IdzOm2V14hg_20l;o2f|SMZVpv)U$Id%f(gv# z%P=4*COhcDsMWM3JPNJSQQC3Ayy0d&RD7#`cha%|tV?5%7!$3ms8;4r#~Q?(HRDIB z#6Xh)yg0?$O#L_#l5smGhcT^RCinzrVIVna{sW&aAb3$mSky}Zwmgl}H7)w5MRK1^o!>iTIifTHejwj(f&f^d?YM{C|jTz>2)mf!@!> zJZWO6P;Wrt29SJO?Xs#_A;w^08rV7h!sgKc1WR_CMc*NKHUj-=LlC^GV@ohS9#Qwu zdQw;j*<_UzMicw?%=Jn|X?13c|BQ(dY`E>+*|{z?oh(oQ_}d8b$#gxqglXxxcL^)Z zsQv8qqTFL*@#=1_eL{Qy zu#QsCmt44;gGVkEdf~xgV-oqRMeGmxQ%dQ|#_WiuENgN!VjROBcOcQObmZHxBG~+ulj2UjaI{tR9dQp1sNWT0)aq#9NyR#D$ zCE3U=9sP$i1|tja_o@>pt!}XFgz-|42o4>#0LP@)#tO@k7ZlUP$x|U5zi>M`Wuh*! z#ScyUPPpa_Lsv(`_myBadeie$Rt`5kD%BH7>}k* zA1~k3q#`@o#tXXoeC$iWqscJ9BfcoVsY=sCO$)$Fn*Ht7-LqU&mi$vZidL`D%E9ct zHF75-S9F(MX*#-)B%Hi-2cL$sGO<;1y_mEoSYWV~M*XHaJ_RPZ-Y8|Bwz$LC#d~tQ zcC+0r1IwtSFRj(KU%$mnxH|s}Amt$S|A8|b{6H{EQLYX(sGDICWAD3xJ~!v=+6iHh z&a6n#)P(Pe%{fWwH zGW;Y5s4xCRv!1!-X?%u*3coRt)z ziO43V_{ksAsyFZn6`gt(+JNt<-!HbQ2N9u8{8)eOz`-@F;B#q0l%Tv)qH2?Izt|~otLh`5pnbkR^nkNtWUg~h{8Urrc>|WQ9xjEq zP{^{lAGLY_VH{^`8zgZv;x;ZZle#C5LmilkjPsSYmr0=4Hm4&Tnbx}P@OPBb=M3hc zxL98U4^Gf3&B#;3Xvkh;hmWQ()Tfb7HQ zUc0(E-ta%Ed((_vI3DUjcX#mLyo2R3^>D_O#BQzA{F^`(TJT)K@=(82rhH7<%7U{R zv9BL@Na;y5gfUnJNJ(G&!aITegG|3)QxU;w?>e3!g3}WP^U$_45goo}x3Aj9SR{fU zMY>*qgb&DRUrY_FqZn`;_ENVrp6gI>5E^lNjaG?N5%6Bz4*05>OFDnGviw3cNh<6( zY@r)4FzW@-v?+^o6i?pQ6V751YUOBIX^c=oA2UO{NAe(ucA`ZST%{}GY6au8oe(L5 zslaSJCF#+BlcF1Y^gJS*`!x1NF86WwoJ!pQW=?2=c;s&cO0Mq)gR-04zb>pJe3CAU zK(rHmKCH!3Mz;dwd1Iw$6Lu*e(V4PA^7aI~Cq-Z^HdVb2v5I|A{o{)xHuVrf zq`fyy@B@;y-~DMh)8ip>T*waiy6HAKW68SPIL{ckEz&C*Lauffo0kLGxgM zj@-k#7Y8gs0^k>ju!76~_6sRY8>#x(v9ZA%HOyGdf`TmiKc?WpfpH;w4@2^T4+#Hj zvVh3Xyqc6Bh!m%U4^0VTr;u_E5CyYfo9@82FVfn3O^JSG%PY>c<19sMEOEz##*qM+ z+OtZ1!QlcAAmAN?@zV9s{bzztar9aM-Hw#r%}65Dp@cl{*E9zNq3~g^m@P+y)3I){ z5X9U9FzB(8oM|t1!+Vn#7x|jyHU$roZse)PP>*kLE!M3ARe_zGK5`LIlg-cfHkk0Q z8hXHZq;InzI;JnD)nqnt0sd!Mrskp03e=+bmX2}%v4=eVPvf2S_i!ZFTS<+8n4}HN ztD2mPu9q9d3B5SrO6sE8@U}10@0{BaqR}vyw9g`5fOc#4SPRJFYfXM>$G2h>iE1}H)?UeAlO?s!O*!F!mVP!? zTy%CIG#UA{GsC5*3@?+Cqh<^NiegI*vK1N2G3gpqsX<$yA&b>yI*bRf$4H_gmCXrh z**Uv2u+AyF_!luCY4&HN2dpj*?S%;rsW-Pnz{7xfKVBo6PQO!(=;>~U$f^w2lep8r zy&mgy$HOr38w{_La=VVg7m0~2IDe6}R?mb4b9}>u{?{uB;Vn+xe=8snxZ^l|>I!_` zI4c`7MkBID0kUg*{oMi3Nh$a4FW@d<)g}-x@?nyzCotMe&KU)E%ZIuE3u8MX_p^>s z(A_f~gv?o0{>)HpYeF!N3|@HgtdUHqkI(l~_6~8Cp1l?lGdVi;RH#T5Rhv+q%BN)Q z0w3O{7rMF2?k89Min>jv_t6KKB00|$2=t*s>0m^Z8u?RoIfw*MoK2%uR*-Bnjt^9u zWN*p)IL_LP_K?!W*R!7I0;@VRWjS$wdp`O|(-;)&6;Ray_mPI(>G(L+KSld}T$an` z$BoCR`4vlSAwrUIuA}yVXA}%2!CMqPL`gZNYaQww&Uk+b^3Cb_t3}=_C9SJ^H=@(O z-uz>jG&*IRu-FM8-v5(?NyY$`sOr+Jf78H4V~w_)2V5N^BBDf{LcVF!N&U;k;ZR^+ ztr@@QE|@=EK{CtWI^kUjxGd`{)CkP2GXg*YV_-{!T`bQphcZ5}_n~kQy(3K3uV8D| zzG=eXsZf4^Hez!3`hY)=@J?cI{t=K9OJQ}mW9{? zCum`9j&ZQL{~%^!F?ybKg!*gb|3dhDqopmWEV$IydPWA^xd>f*d-5slO$D%=6>ocC_SbECWYT==)<#66!NWnQ zY8Mw3qc8wKg`&r%5y9&BItOUlCFycAHb6YD|-Zd80te+Xbpd@2yJ-e$c zg6`;$m*5O;SyVp1e4A(@TVgJ1deu2!IO-#mno~i~gZm-vov$JUyZ&)@^$ro-VrJ&1 zF#n6SH@=~@h4=8+MRp!>@V{14y++Z%Fxmy50d4}cAHf%4w~9saD+rde2QYgZQF88Q zvnKg@Cc%Xm3d6}&_Gz#Fv#leixbC4gUvOsSYch3>FqZSg_xU^78u?qPLW5V9MNj_v z7GmmHXO^{GG71r|Bcdcgq6PQW!q+w~j`{aVj8tt%%;)9P48I*)q#;{Q;RWz$I)O7 zChd(CNK}n_sl!w6UU9d0o^07?I)4z{vG$KRD{8VdpKc(@r2TCfK3Zhc|DzW!J)=Bw zDJBnR7yi#mMA<~4Tt5a*5U$P#NKj7gD$^O@>K-2!wcH+`<=qe%7woZuxJJ)ZYzVEK zL4U57s&@{Y-}AwrZsK`H(bK4!EcrZf8;9F z(*n&1wM6A0Zv8KYCq?(9;z#n8sRR~mv_q)0`KT#okSTfoHY-gC1H|*~^wV`fH$FKa zIeCcYnV=^-A0Td_UXMlxPZts!a< z^D`bYK^}-V@<_UctS+%?w`5Ad+CdA@H>VhJKS3wW9H$%p?7||=*Ni#)qA?ouf^jl~ z;!Is6{1YkzGhO-q61^dm-gA=?Dz4oqBtJcOzeylC(FeYRuVr;t_tMg4o`j`pWaAug z&hZm%wTy-E?27!KwCOD4p5i`)d|~qjGlTHG3T^~Z`Hp6E=yB~NJv9YS&8QkM#d`or zbObw~*yWegNcy;Hab)H=C_v%^g8~+Ub!E0v(Hb?O;Y;T>+pxbI+8)c4VrRz}T{{f) ziMsCiBGdNpMBIqK)LynA1G0x_g1?zTV)#v6qdW^S{@-8`eTaBC@b?FVk%8m3p$e<{ zlLYt#=6UQkS+mmJ^H0YUtavM+0ZM-cB3vAnp|fV5iDn=CRiO?2#Tm`Ax-i6NiZJge zZ_Bq=mZ!aqUbiGa-Q{&r)UPM($ReE!NBaTtfvulco2?bdb<8VWVmQ8B;q{(Ra2Nak}owi6w z{8~mkVfNkQXq^3g*0P2`ecc%#jEagqP#aeTLlV5v@6a1O17)%tESQzkgRhdf2SLPk6lryz{zeJzoqBmzF$fY{6Uosrn4Z%DT3ANq{ujbWQaL zfDjQ0IS>({!a~F_Bb&m$CSwN+5go+^_n8s^049?hVuPb@IfUpg%F2F2|5Jt+AU%Gd zx_qeHKga|GK;dB$Z~CHbjZlIJS1`>W<&L1agN8_82vKxf^Mlw{#!+3nr}{ELo#c@I z>Kbp@t9cIoO`t>AR?wlqOMQ~s|NXYdrW$zrBW$6-2zh;}!?-bPlPxHLLAf|PA42c| zh}!mN*irCwfHPyJ~ zi><;v`VZIuttfg!35p1%;GV}Gf%qE&)OsTfyurTs39ev5H-hMIp#RgJf}#~S1MPhx z{N5lMp2N9{lC&W!e(v&t0Lt10%skUm=(hTSK}1L#{8lL;T|+f?@;V{!ZYP_A`nL`A zeuY;Q(^H;r*{gN%0=$^YlVC+PZ|rBfp-%<*s1swo>yVbe4^F9^^y81=#V2%TdJN^!P{nfky2><-5{_srx{yqEEP6&+Z{w5Uo z)DQlRBfJ7?etpYwtkc0f`bI17zcmMb=~V?C(=V!mXb9}!{HjyOhVB96L0G0wcNgY8 zJUBnz{hEf6pyl5n(aKRREW9u-f0?d+^4Y&AVu_;0`v3SD-V}Lw{EWH_n54SB)QfedEA@^txVEEWsUrNzH)baUmpj!hmkP zpMW(6a~%EjtM~o@DZT(&&k<2DAb{w9V?1s{AcMa^VSxPS0D{Cob3X!idR~HS0(-u6 zUxau3826Ar>hGxxGc&J^UlQi8-QTdko}5HT?&0J!Ph?xltY?2s6%RezSz|UAn}v`B z{9X;;m|OZQd7Cdg)cmX0hLQEvhLT+_-)6(3$P;Z9e{^$lh`|AIIp>A$PQg&aF0Q1d z&BHKhuS^kd$Lzw(;7=+gCC4FLgi{ltMz@VG>aE5V%m~s9WkJmmOLAh&E3+l$bGm4vA98cjoL&Xu4IH!rPOr@gf#fI z;xyKqK57@5!ne}GX}VscO}$TwA4#3yn}{m&l=M#T`U7RCF3!B~U~4d&QITj;!{`JD zZt{GpSnuen zje58TLA(GPjns!iGdU_Ob{rn5KZq(L&`-J3qDXOqHKTSH>K32EvNwU1Lvz9vymhpG zLbu8&*NZRki8niQ=YOBHM}rSB-r-C+#WJ;=x)W&R?_g>!P;FkfwUglhwTsG{YnsPi z19$k@mn4seKVqNbG(sVq;sq)5Mi(KFTHj_1}^kVu(9THElg?z1{d`3Yb+V^M7dG zxEzgVRd(7aGXst0{HP@A|5}EyQI4CunLq)9s4>6<**Gi3r)8A|K0^J@-iCh>jyJ7W z<0OB^hsLKEn1uGG@#}nBa83D3-u{Je`C3G($zkGMX?5vka#IVre$7lh6&qvDgZ{WH1AOJn*yc|Vh>xVSZjr51Yt$~h%>HKF? z!qAk!tp1lwXr_&u%s~<*o5&!`l-2qs2uEpw5tao`$ovdFXC?09^UWp?BW-=hp>a5E z&u*Irha9;e`Vjq9?=?A&KAu+P0^ zGb(0p+3`}Pfd*i`xT%F`l1ks`S88Wd3vvC@fUfvM`9R&U^kbB( z+(`i;-5Um1Mas{^1IrxfA%sow-*H42Z~9J&rBo+AD5AJi!FgO8MN*H?m~aIE9SsdB zB5~=S(#a35l1E6$_c5L`@^Q?hto<^JR?N}icysu=Vx~pg*AbPM4@8=H_osjPSdyjh zYM%=Lg<9I%*Fm+7EGE-^R#lO58qk`3s`7ltIuiaoz>5&4VW+~Ze3ek6;C@)je(~}_ z0;w$|-R7KjwQiCIM_QNOzN-ruil3NKevyvO)#j>0X~i-1Xn7n)9OGj#H8SYUWPA#z zkEf%{>J~*S03$sLERQewdID+EplLciJzSMf<;w8<;JUqR@x}1sW;6dxUbkyLwmt26 z%GaM?WPd9fz`}QL^vQ>(x4+IwUi)WEJ}@tsMhO-{zn1c60Y~J;Q79ikBB=Rt*ft62 z!H8?|!B3=xy_eyEsMMn~PK;Q`-d{!I@)P7IMZ&)*DmNh5Y>9fA6ABr+__7kFslbR1 z(Om|FFAk(*xg%0(P;&z|;6!w$29+<;^KMvEU;t~8$!b=@7!>x6vL%!Kz14WpsLZR- zB(p)&4j8VN-=_PbpBn?8Oo2_}_AfFQR&sES9O+ANPK zEDPCFXudmf5N706=*n?rmGGAMRL4rx+P^i6>UgQ{bh6<)510T(eRZ|vDH9x$$UQcM&-=XY>gTO$rO|{2(6ke=@ zSpWrZFv7-r8B+mRW!HZmHRn#S>>(1N{Jj{tJRd1s<}wjd!*7fZ1bf`;%4d}^L1kMlpe;wWK*zk(6S z#R1zO)!hbZ5id6r*(?q9a{UV7$?F-iQ!~1^9FRO6ibnAM8H`zMNaYb6wk;uFhFb=w9@@Am-7w*QYb;FN}^KCj% zS!(|JWZf9BK2~%s`Yy1cwn>->+RfKxl+THR$Xtis7UwTW2Rt!eAD^M%Ls zI(X-0XK0Ao1N?7a;bS{uq0RUeksNA6*kpZUL*zZc8PEGre*KdAmpq|5__(#gW=CNZ z37Eisj1pXtnAX?H^BxZAfcCw={xBt8s>sTqyF{NU zk-GUu8XeU?5WKjRGa$n<$MqcYw#F(b7N-I5TxsP0U3{v19(E!($^j_}sUgw?z9=1o z`7lcmp{F#%lJj7xX7yMJyy51@a0sV0OdlfjkrZ2Go9UPeW_7e(Ipn!=ohY{lKsIQ5 zAzKR}cHC{&xhs01k6a$QEGn9mLKoiULc)GeoIk@~U$#~)>F^(i=^tg<)`cN`7k&eX z8G6KJ3EuChxJKDbc`1&l63@!Z-5uQo&vX>_OuN^y`Z4S_p+--bj{@2TTaPF0fl1ss z@;paLBj_&X?v9;8?5TV|(56J@D7B?MX6RNg)eJK>oC9hm$_iqa2^8_i{S<&HC3R9_ zQ~vV|9%145h1I3J=;$+9aq(z^#C8EN48Za6Y|NEeSGt+7jCyR97E$K$tgh_Yc5Lxo zCi!fE2->B)Kj`>9T1`qbiO{p1)y`H5_&?r-;^PLgQwpfue5YFPbX&u7^Sp!T^!u#d zQ}NIJHv6V@H$Y)wy#&zZACl4H7ljj=*&5UYRgsjkxF{e{5p05FQ|@^1um}KCCm8Lq zQMxuCL;kFP2y`;?l5lV!>iF7V^h-%4!zr6~!Ihj<8-*nq$3eNuDtEKlHn+@5f)94K zz-`(7sBNeoel}{lOLG5hXA36oEvq!?NpBO*&8atv%`b6|;1h4(e=~f_oqYTjOEVvG zkRhX3ncZT+&>IQ1NzQ%Rc&G#zfKo`L6<7;)4KizNW^e!;hu=RsvQ?$ogYj2cYY+%E zJAKM*Cz5dSnDYb4)*mx1h?^2BI*c+krg%1!8u`t2w9sB-!|CTfVuN}}{$piFcOLFc zJ;LmJNF2!qQhrkOA6hv(N#t~JH_-R^|E9bJNevV&x|>mWQ9YeE+d>0!wc#8+I=pqJ zKEO!_hUy^P%=PJ3@FaGT=eOSzV7@H$swYJtW`Z9Dt7~JIh9fRIuoB<*S_!)?toG*ioxL7JeyUv{jTfEEt{_ zQd|N3C4NaWm>%t|Ti*a&o9y42S%WL0WW|Pl zv1uKB?>rHV(2k)bsglX1=yECnHj*|$JV99r_N$jc3{4;k zbRBaI<-v8!fG0qqgxY@q%KOw3pS*Vf*;j^RBP(lD_Js+q-hjK znaJbh-N66yH>(s>7R55o)e`meA+Jooy>%kd40XC&5!nH@N=fzuGQ7@lDHBi zu-`2`(<>YsN4yqR>6OyejFioicPme2UL8}PgG84XFd@Ks6Iv~-5WFMU=597iPYZU- zXk=Tq^AT)u@hg2jvCAe?+pSzl&)rZOq$kLMo_N7(G&Mukms98YVVJUP1Kvzqrm`i=hG|~#eF>ThVT1IDDifbYQLv-0;W~3|4|J35bARAsj)eSgt3KdI^kjA z*D~~f161ET<+SIrC?5Y#G9<*sYaN``~$4UC~rsT2vuM!R6~ekWnf2BLiT*=zR?xm(dxB#hcl=uSUt! z)lPu^8H+-kMi#en*zQ&JPC$GfmJ5{%7D@~s?!u!j4HvWZ;L?uqrV{)_L~cL7l0(m>M{$KlfHpK_g; zf66}!(rMTTna`T^Sz&Rco62R8gbkRbh2<0;XY&Ck3$-ndHUn2fdSX&%wX#26& z<5iJYC22MB23$$5b2`lU-IRRuT3>LllO{6R?plCyV2@NEt~Ju8OSK}E{R8-CB}63B zp6i$C>2mOEX;leyhfI|(O4Hk~+Iep9JaB`w*hxd4?JwPeo?rqYXHRdc+m)&tO3I=OUzLsT*fD|vw1XDtlmu2;IXPl;-FcF*cMe7cn5 z{2q-4EJR(^4v9EErw%dWR+m^4-r3*$ApSQT6Ao?OXsJyK`Mmyf z0EdxFO;wsQWlPGcf%(;Qdt)iD3?pAlaLstOpLdv6&?}yb)e@l?53G#pp6D_8X8QK2 zz)~Mu)H>R2{Kfc>at`U!(QH+ln*`3icqD#Nf8^Q^T_X%_JXtu5ny}y)Y3&k{_;{nu z4JMle{7fqUSIIfW#_nEa?F-&Pfg<1ieYa`CV)euUxskC_-<|+su3g>p{Vajt{Mii+ ze4+?WyIZ<`&f`WDqZ<=*N}5rt!zO;0gzR+6jPWlSTKXfO(C+X&^WwxMhM6DM<*{QT z+cl0(PuEh+MI+hsp3;~xKRKu9Px;MlC2h)~)ipsy z1U02My?EX65t)N*;+M_-!5qzE?NKFIL&b3feRnLLy-K*pQa{2EIyZ(qW{2gx|6v&Xo%*(Ywu~d)piZfulXaB~zX(hFtYc>|6QCs>bkM_MaNrN|U=!ycGDp z28N07;HE{irEW5Zk@(gpMX&1cgC}NEr5mhqF<3gx_H7RfO|m)VQ=$4!3Rsq;&Py}| zb{Zn9XvimFvL2SntyUO%ol#h{GH`G_nSvA;4_81{@gS2Wi(fiCbhfmvI8c_<^39ap zG#1cNp09adKpPtt^`ZG<0lX7&YeMi9``e&qe$+ejXC=<{tz1#M%{XD z#|f)*Y~h&5$yeaD+Nt}c)7*i=6AR|ZPEvBQWr6eAO0_6ARyY4Qc~G;1{>=QJ>AfRu z1@b>pnRHDKi+ji5R`Gs?YN1yVJ@LW(Ykqz`LY zr(xwlN~B0^?{I=`i+EcUuSzbcmk1d7UNIk4gnhTgvGgT#5dPqOcU&&zwHlqKQBhcr zpMLiUzc+`3+vBj&{o6M>t6+z^O^pQoE=`(BBe~@B&upjt9x28pCeqYaRKLNV{R25E zOsRxoC-2*sU6R@s`!R2_LJd81cIh!|`uCAY>y91GRzyr~O;MV&3*1$U-N7>od)uBU zy%L`{2;m{!h@-d9LM^Yv<`kWr;yl()71U1mp$!q7UIC9`AqGb3Uy{EyrdAz(TiRLC z5+!sZ>eL}K_qAx-10=n3;6bs1HxVI-SLc#HSRJF&;d07)No+4ERjUF$ju_sYMbC2n zxayJ}46cD#ztf`^b<44+ZZt1{jybpb3-gt@(ZOGG5MxD7x5; z2b%Ly2mx!5wqw))uM&1P+{}A9BJ}&!T*wx1k?4nMTSo?mwWXXXJ?lQ;c7jN~^cH}n z?CqdI3%ZD^(TZbA8qksh3v|{cShdIM6yrg0!RW>3D<5ljh;d>A<@vzZ?s$|n8ex&U z`sL9Uu4Dlu#xajXe1Gd`JMUcIrwNjPr1`#Hjc$A)9G&|76^#d7(at#grWqh2W9kvR z$casClyYPXA^P1R=T}Cp@lBn8>mwiWVrSsjmc;7N0)K-7M`cDnM5>Oyq5}sqB!u>P!>`+|O=k3A;W($hKJ-im@^n2wq1{Ii`i_kJedVb%`_t=a<@;iMt{euacPqM0!~~#`W~*t02xREv^`0iB7I{Go-|p*l2ufRGCi_b2)PgiU$sxAZ*)GH!idF%|*)h>{ zT|aLl#}t|Ga#9pfHwJUPO`B9(--#<@ZRbH;uYPl5B|bFlt2;16GTAmt?Dbfkru@$E z#k)WNT_os15orK!zHQrsYBpuq?uX}}=QvBfaLVunKFak`1&cj}$n<@pWB$1mlOYdH z4f|Cv_6@nMf$DPh3ERd5W$PW&{?N*;@uzFt?TCXkyMZREFOxr2Hjx6f+`2EPeOUA( z&6IAc{`1JEWAtpT@W^tt{)D)0*|_Xj&nLxPFSOfmwf@dl9H;QUsPV`}hS6EdDaYcF z%J*#b%{|K>7s}`F_SRviOxIQ_b~==K$}NbVm6WGnIan0R*xU2*XW<`|v7lQnfXB$j zxl@R)66+;u@ee}faXXOVinJ3*_799t^X9KzwN%cxBF5;F)Y3N(6&|kCX;OnmCqVwc zoNNVEyG)t(5>MpopU6~Ddm2xFdl(;++o@XfmMYWetJt%qqz*Js>$f{3jd+FO@yYn? zx;r`fgSjSY=mEY-O>2Xq%Fse(%}<4t#i^9y8qWfJR31llNseSRa@fayj4DgP|CCf# zJkA+!Kbv`2(pu!rxMW*KGZjmLoh21t-QMWlyTg;;rU7c}(!cu2I>MbSaf-2YNfru0m|f$0llm0azlezKr$q-QlGg z+`g7G;sq=w<*Z=9ux994FMwtJl1?tZ?YS8OjE<>|-zi@x*e6Uzjk!r;jd_6v|Egpe4+hTE^%+C=S1Y#z({H|4p4ETeHnu$>lxTCO7H z+!mWalL&KMW!$#bv-a8N**iXWYU`-*{@zKUDVgczzYRNyo!@3DCjC6FL@AY1bO1TLQFwT>e<-n+ z7*z7%3qH|qDxX#uPxOR>i|)_`i-X|bB2#_ePWx5Ej5le2k-YlOI8A_4x%K%A^&YlZ zch>ym3msAMFZXiwXhO7^*1l#0ZO@f#3j5qx=0A)>hV1QJ5gLR7=E2U9pmnx3plTf84 zxTr0%#Ga9+a*$=GHpa~cD&)JJDL41U7c8?bnsnPR{4fPMZFU>9qbG{#H*SSrNXdBJ z%IZwFXMT090YKnYA~&`|4weQkbLTnguhZdn?eqS*49>~)o&#(NGfj1~=XLE?<%yl! z&h~SRT;nf+*YC!KJi-6h!y_ovY)1qryZ7pdq&<)XJWGS~0UDZTxdD!Vq?b38&H8)* zW;_5G)SLtX5aOkQ;SVU&mc#&!&1P@!O8{Vjf4eBtK8XP8o0G)vskG9d2b9eek^rXr zHgGdo25|2xe^PwU(I^1k+;c+z-O+5Q3?RKnB55{i04M>NPZ$JF!>9om{&SpH1EfRv z|ChfA=HqJ3$g6H)uZ?sf<%Kc|KuCGz?c6<(jQkKGQeIVSXImtKk^dh2k7uaH0PaGm zL>X{ayD_jgi9WvJr!b7d2XK)zzkmdJ^9`}oDQ;KqaHW~ve~9*Fl zm7AL%cak-Abqr?9v#XLH54RRNmH=43loLla0AEJCi2>K!fCO>*$|=4)=0JHmRhBF& zHqnUZGwv^w+PY2USCh}EAET%vIp5?Z^OodmcEiYGNkJJVl0tau#6X&vhe~p|cG4gU zW=UBpZPH3Dkfl>hD*jByleb|JvFR0wcwh3hf&v_1XaX^**Le1t6)f>bK-#WYg6|Z* zUVEp=yOH-b$4A{h3zL4UOM|#p#z+p_`m^{UN=VNR;plJxX`)5q=$7 zl!sj>WPx+~ilJJSFDI30=iS{J!KpcHp}p!@g6t8P3N;A$O$i zwm;(2mSWr1k9A>zsK0T0=w{K|fIZ_cZtN9w3Avcko}tsA)BbFfREq8_V~vC`=9Wc=8W;;h!SbdXY~7 z8iWX0>dG0X#V0X9L4j(L#>%E@&O?k&GOR~0)pm@8`eSXswHcxRk2KptkSrzUuqEOM*7tc$V?R$>TjcA zUl90<5=`zRb#`&++G1X(BqkB&RcRf~RDwfzk4dVR3p1S*dl)z<%6V+f>Ksp{w*o*Q z`dxu=nWG95OH7n+X_|O3sPt4sc7j@+!p^w#Mk?AI_3U;xkbi;+A4=rw(bnlh)~>hh z?!Xn1(D!LN5zW=G-P9yDplt|QVsPkgeLPbd2bW>e9Rh!{larou{fC0BppPV-bU+!+ z%>L@n1xtzLkU)W$E(E+98-s)VV7L^8>qB(g%N3S_et2^jE&gUqQ~>5U=;v*3(Uot=9DJLpK|{ zHKE#^y(GBI)J2tY#FCk4u;`Z7d#RQ>mvW@54^Lx~@~6S97T5j|W!O3KU}J5y6702X zK@hSp!ou;gPY$1 zQlAh(rRq+hi!JVs+QL4?L?{XaY?9fOM?eSh$C#1{*bMKxY3w$2Ud#@j5A$=SH;LPS zH1?wrYh821Dbb|mEx#I473}03V{sWq9GsQ@Ung2-k}_hQ6tY0!VNMf0L^yxLwy!9( zRxl%vRBcb15I>~`!ng_-ufOA#+g%@t)i`gTvDuYY=@%=R%89O`RxS7ns!r~X#oNpFwumly1IqI@ai~kh&L4OI zg$~AXP@>6)0iLB1ms)Yh`s&B9@5j$?PVPdyP?0)qPNt`w3U{+NMMAun(o0VHdr=(( z_P+!>Lpv%ulL|VQ3eEd?Q(2;W8D`VNJ}K)f3@kIN9TR+t$pkL zb1jZ!U6ky2$$gn#nbytRlbhUk?sU0`ipPzX$8R9w>iZoaEiJ1YU!csQ(zKv{Fbw9z z!oNgvr5K@b3DWukvOzwEVgJ*>-ho5||HzeUOB#qbWiZq(Dm z8)GnW=_uGlITNNOYb0x5()~dmtX~!~FjYxFe84o!H63Y2vhQ=P?&f1`PyR%x=w@|B zvUMt@X}P_(<;Lh)WHv|r*=-<-AU_i>r9Bmb0vDHbI6K*k z-7FQoo_@s<>n*KD}$#NGh>wWMHcu9;1<}0O7daYIo>&KgiG9d=T z8Wr=;8I|ig47df&tCVl{&v&A4;jW^-4R&5w<%J3gdRXe%M2l5K%dJrXiH#*6QPR-) zq*#rfx08-!-m&S~EBYWkl*fbEBfOcgC77i4?4U!OCFGrD8S2gG7hsvop7^||@a-z% zZk;LM&O=lP{zP!kwT*CIz_ryR5l)g}Kp~LjKJGZ$M=r!6$HAA>Z5IGe_cvmCuOjZl z_x5ETnF3B9>FudoG&y72u+qf6(-{qOhD(GQB>!E*gi$P^$H1uSgmC%o0vf`<@K3b22T<|YC!$arZN=hf<-fCa!;0S|0 zgK{6KYiecC-#~`Qp(9Z60&V_G+;=~V{1eMDlxQP^WEzvqy#hlJ0Uo8P7y_tJ5Rfq` zueP19H6sK>%B#l+2QdmT{>y2(xF8w9!uO&|i3L+>65fR}N6cUn_lVJS+OYUzW{f`s_i9pg41OS{U`Vnz^Y4ayx zD;{l{9v;*8DTw`F?WWlv8VZWVFIcbfGsz zuwrDf;?tqv_Aps5%M>;nN6M;42N$*{s`LNo8t}IntPh_44OBn1)Fp7oe)eTb