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<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <title> PHOIBLE 2.0 - </title> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta name="description" content=""> <meta name="author" content=""> <link rel="shortcut icon" href="https://phoible.org/clld-static/images/favicon.ico?v=09d100e13044a2eb539ec25f78d7a40a" type="image/x-icon" /> <link href="https://phoible.org/clld-static/css/packed.d69f2d88.css" rel="stylesheet"> <script src="https://phoible.org/clld-static/js/packed.35962ea3.js"></script> <link rel="unapi-server" type="application/xml" title="unAPI" href="https://phoible.org/unapi"> <script src="https://phoible.org/_js"></script> </head> <body id="r-faq"> <div id="top" class="navbar navbar-static-top"> <div class="navbar-inner"> <div class="container-fluid"> <a class="btn btn-navbar" data-toggle="collapse" data-target=".nav-collapse"> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </a> <a class="brand" style="padding-top: 7px; padding-bottom: 5px;" href="https://phoible.org/" title="PHOIBLE 2.0"> <img height="25" src="https://phoible.org/static/phoible_icon.png"/> </a> <div class="nav-collapse collapse"> <ul class="nav"> <li id="menuitem_dataset" class=""> <a href="https://phoible.org/" title="Home">Home</a> </li> <li id="menuitem_contributors" class=""> <a href="https://phoible.org/contributors" title="Contributors">Contributors</a> </li> <li id="menuitem_contributions" class=""> <a href="https://phoible.org/inventories" title="Inventories">Inventories</a> </li> <li id="menuitem_languages" class=""> <a href="https://phoible.org/languages" title="Languages">Languages</a> </li> <li id="menuitem_parameters" class=""> <a href="https://phoible.org/parameters" title="Segments">Segments</a> </li> <li id="menuitem_sources" class=""> <a href="https://phoible.org/sources" title="Sources">Sources</a> </li> <li id="menuitem_conventions" class=""> <a href="https://phoible.org/conventions" title="Conventions">Conventions</a> </li> <li id="menuitem_faq" class="active"> <a href="https://phoible.org/faq" title="FAQ">FAQ</a> </li> </ul> </div> </div> </div> </div> <div class="container-fluid"> <div class="row-fluid"> <div class="span12"> <div class="container-fluid main-container"> <div id="header"> <h2 class="title toc-ignore">PHOIBLE frequently asked questions</h2> <h4 class="author">Steven Moran & Daniel McCloy</h4> </div> <div id="TOC"> <ul> <li><a href="#introduction">Introduction</a><ul> <li><a href="#how-do-i-get-the-data">How do I get the data?</a></li> </ul></li> <li><a href="#inventories-language-codes-doculects-and-sources">Inventories, language codes, doculects, and sources</a><ul> <li><a href="#how-are-phoible-inventories-created">How are PHOIBLE inventories created?</a></li> <li><a href="#why-do-some-phonological-inventories-combine-more-than-one-doculect">Why do some phonological inventories combine more than one doculect?</a></li> <li><a href="#where-do-the-language-codes-in-phoible-come-from">Where do the language codes in PHOIBLE come from?</a></li> <li><a href="#missing-isocodes">Missing isocodes</a></li> <li><a href="#why-do-some-languages-have-multiple-entries-in-phoible">Why do some languages have multiple entries in PHOIBLE?</a></li> <li><a href="#why-are-multiple-inventories-sometimes-linked-to-the-same-document">Why are multiple inventories sometimes linked to the same document?</a></li> <li><a href="#what-are-the-different-sources-in-phoible">What are the different “sources” in PHOIBLE?</a></li> </ul></li> <li><a href="#filtsamp">Filtering and sampling</a><ul> <li><a href="#random-sampling-one-inventory-per-isocodeglottocode">Random sampling: one inventory per isocode/glottocode</a></li> <li><a href="#filtering-by-data-source">Filtering by data source</a></li> <li><a href="#filtering-and-sampling-based-on-inventory-properties">Filtering and sampling based on inventory properties</a></li> </ul></li> <li><a href="#integrating-geographic-information">Integrating geographic information</a></li> <li><a href="#phonological-features-in-phoible">Phonological features in PHOIBLE</a></li> <li><a href="#how-is-phoible-used-in-academic-research-andor-industry">How is PHOIBLE used in academic research and/or industry?</a></li> <li><a href="#references">References</a></li> </ul> </div> <div class="section level1" id="introduction"> <h2>Introduction</h2> <p>This FAQ answers questions regarding the editorial principles and design decisions that went into the creation of PHOIBLE. We appreciate and welcome feedback regarding these FAQs via <a href="https://github.com/phoible/dev/issues">our issue tracker</a> or by contacting the editors directly.</p> <p>When relevant, we provide <a href="https://www.r-project.org/">R</a> code snippets to elucidate the questions raised in this FAQ. To run these code snippets requires the following <a href="https://cran.r-project.org/web/packages/available_packages_by_name.html">R packages</a>:</p> <pre class="r"><code>library(readr) library(stringr) library(dplyr) library(knitr) library(ggplot2)</code></pre> <p>This document was rendered with R version 3.6.2 (2019-12-12) and package versions dplyr: 1.0.5, readr: 1.3.1, stringr: 1.4.0, knitr: 1.31, ggplot2: 3.2.1.</p> <div class="section level2" id="how-do-i-get-the-data"> <h3>How do I get the data?</h3> <p>You can get the most recent “official” release from our <a href="https://phoible.org/download">download page</a>, get the most current version (with bugfixes or new additions since last release) from <a href="https://github.com/phoible/dev/blob/master/data/phoible.csv?raw=true">GitHub</a>, or use the following code snippet to download the most current version from GitHub directly within <code>R</code>:</p> <pre class="r"><code>url_ <- "https://github.com/phoible/dev/blob/master/data/phoible.csv?raw=true" col_types <- cols(InventoryID='i', Marginal='l', .default='c') phoible <- read_csv(url(url_), col_types=col_types)</code></pre> </div> </div> <div class="section level1" id="inventories-language-codes-doculects-and-sources"> <h2>Inventories, language codes, doculects, and sources</h2> <div class="section level2" id="how-are-phoible-inventories-created"> <h3>How are PHOIBLE inventories created?</h3> <p>For the most part, every phonological inventory in PHOIBLE is based on one-and-only-one language description (usually a research article, book chapter, dissertation, or descriptive grammar). The technical term for this in comparative linguistics is “doculect” (from “documented lect”), in which <a href="https://en.wikipedia.org/wiki/Variety_(linguistics)">lect</a> means a specific form of a language or dialect, i.e. an instance of documentation of an instance of linguistic behavior at a particular time and place <span class="citation">(Cysouw & Good, 2013)</span>. A brief explanation and some history of why linguists use the term “doculect”, which has gained broad acceptance in light of the issues of language identification and the use of “language codes”, is given in <a href="https://dlc.hypotheses.org/623">this blog post</a> by Michael Cysouw.</p> <p>Contributors to PHOIBLE start with a doculect, extract the contrastive phonemes and allophones, and (if necessary) adapt the authors’ choice of symbols to align with PHOIBLE’s <a href="http://phoible.github.io/conventions/">symbol guidelines</a>. If the authors have not provided ISO 639-3 and Glottolog codes, these are determined before adding the inventory to PHOIBLE. Each inventory is then given a unique numeric ID. Doculects are tracked in PHOIBLE using BibTeX keys.</p> </div> <div class="section level2" id="why-do-some-phonological-inventories-combine-more-than-one-doculect"> <h3>Why do some phonological inventories combine more than one doculect?</h3> <p>An exception to the “one doculect per inventory” rule arises for inventories that were originally part of a curated phonological database such as UPSID <span class="citation">(Maddieson, 1984; Maddieson & Precoda, 1990)</span> or SPA <span class="citation">(Crothers, Lorentz, Sherman, & Vihman, 1979)</span>. In those collections, inventories were often based on multiple descriptions of linguistic behavior, written by different linguists; those descriptions were believed to be describing the same language, and disagreements between the descriptions were adjudicated by the experts who compiled the collection.</p> <p>We can quickly see how many of PHOIBLE’s inventories are based on multiple doculects by looking at the mapping table between PHOIBLE inventory IDs and BibTeX keys:</p> <pre class="r"><code>url_ <- "https://github.com/phoible/dev/blob/master/mappings/InventoryID-Bibtex.csv?raw=true" id_to_bibtex_mapping <- read_csv(url(url_), col_types=cols(InventoryID='i', .default='c')) id_to_bibtex_mapping %>% group_by(InventoryID) %>% tally(name="Number of doculects consulted") %>% group_by(`Number of doculects consulted`) %>% count(name="Number of inventories") %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="right" role="row">Number of doculects consulted</th> <th align="right" role="row">Number of inventories</th> </tr> </thead> <tbody> <tr class="odd"> <td align="right">1</td> <td align="right">2435</td> </tr> <tr class="even"> <td align="right">2</td> <td align="right">442</td> </tr> <tr class="odd"> <td align="right">3</td> <td align="right">93</td> </tr> <tr class="even"> <td align="right">4</td> <td align="right">29</td> </tr> <tr class="odd"> <td align="right">5</td> <td align="right">10</td> </tr> <tr class="even"> <td align="right">6</td> <td align="right">7</td> </tr> <tr class="odd"> <td align="right">7</td> <td align="right">2</td> </tr> <tr class="even"> <td align="right">9</td> <td align="right">1</td> </tr> <tr class="odd"> <td align="right">11</td> <td align="right">1</td> </tr> </tbody> </table> <p>Clearly, the majority of inventories in PHOIBLE represent a phonological description from a single doculect. But it seems strange that a single phonological inventory in PHOIBLE could be based on 11 different doculects. Let’s examine it:</p> <pre class="r"><code>id_to_bibtex_mapping %>% group_by(InventoryID) %>% tally(name="Number of doculects consulted") %>% filter(`Number of doculects consulted` == 11) %>% pull(InventoryID) -> this_inventory_id phoible %>% filter(InventoryID == this_inventory_id) %>% distinct(Source, LanguageName, Glottocode, ISO6393) %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="left" role="row">Glottocode</th> <th align="left" role="row">ISO6393</th> <th align="left" role="row">LanguageName</th> <th align="left" role="row">Source</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">haus1257</td> <td align="left">hau</td> <td align="left">HAUSA</td> <td align="left">upsid</td> </tr> </tbody> </table> <p>As we can see, this inventory represents a description of <a href="https://glottolog.org/resource/languoid/id/haus1257">Hausa</a> and was added to PHOIBLE from the UPSID database <span class="citation">(Maddieson, 1984; Maddieson & Precoda, 1990)</span>. To understand why this UPSID entry consulted 11 different sources, consider first that Hausa is typologically interesting (e.g., it has both ejective and implosive phonation mechanisms) and has tens of millions of speakers, making it relatively well-studied (the <a href="https://glottolog.org/">Glottolog</a> reference catalog has <a href="https://glottolog.org/resource/languoid/id/haus1257">more than 1400 references</a> related to Hausa).</p> <p>Second, note that Maddieson’s work on UPSID involved “typologizing” phonological inventories from different doculects, so that they were comparable across all entries in his database <span class="citation">(cf. Hyman, 2008)</span>. Maddieson’s work was groundbreaking at the time because he was the first typologist to generate a stratified language sample aimed at being genealogically balanced, i.e. for each language family he chose one representative language. This allowed Maddieson to make statements about the cross-linguistic distribution of contrastive speech sounds with some level of statistical confidence. In fact, much about what we know about the distribution of the sounds of the world’s languages is due to Maddieson’s original language sample and his meticulous curation of the data.</p> </div> <div class="section level2" id="where-do-the-language-codes-in-phoible-come-from"> <h3>Where do the language codes in PHOIBLE come from?</h3> <p>Every phonological inventory in PHOIBLE has a unique numeric inventory ID. Since most PHOIBLE inventories (aside from some UPSID or SPA ones, as mentioned above) are based on a single document, it is fairly straightforward to link each PHOIBLE inventory to <a href="https://glottolog.org/">the Glottolog</a>, which provides links between linguistic description documents and unique identifiers for dialects, languages, and groupings of dialects and languages at various levels <span class="citation">(the preferred term for any of these levels of specificity / grouping is “languoid”; see Cysouw & Good, 2013)</span>. Thus in PHOIBLE each inventory typically corresponds to a single languoid, and in most cases that languoid is a “leaf node” in the Glottolog tree, i.e., it represents a particular dialect known to be used at a particular place and time (rather than a group of dialects, a language, or a language family). However, in the few cases where multiple document sources were consulted for an inventory, it may not be possible to link that inventory to a unique Glottolog leaf node. In such cases, the inventory in PHOIBLE is linked to the lowest possible Glottolog node that dominates the leaf nodes of each source document.</p> <p>For example, inventory 298 describes the Dan language, and was ingested from UPSID and ultimately based on a single journal article. At the time UPSID was compiled, Dan and Kla-Dan were considered a single language (isocode <code>daf</code>) but in 2013 a proposal was accepted to assign them separate isocodes (<code>dnj</code> and <code>lda</code>, respectively). Since it is unknown whether the consultants for the doculect were speakers of what we would now call “Dan” or “Kla-Dan”, the inventory is labeled with the old isocode <code>daf</code> and linked to the corresponding non-leaf node in the glottolog (<code>dann1241</code>).</p> <p>In addition to providing Glottolog languoid codes (“glottocodes”) for each inventory, PHOIBLE also includes <a href="https://en.wikipedia.org/wiki/ISO_639-3">ISO 639-3</a> language codes (“isocodes”) for each inventory. The link between glottocodes and isocodes is maintained and provided by Glottolog. This situation can result in two possible problems:</p> <ul> <li><p>When there are <a href="https://iso639-3.sil.org/code_changes/submitting_change_requests">updates to ISO 639-3</a>, the Glottolog may not update its mapping immediately, so the two can get out of sync temporarily. Such problems are typically resolved with new version releases of Glottolog.</p></li> <li><p>In some cases, the editors of the Glottolog do not agree with the language classification choices of ISO 639-3 (see again the above-mentioned <a href="https://dlc.hypotheses.org/623">blog post by Cysouw</a>). This disagreement results in cases where PHOIBLE must choose whether to accept the official ISO 639-3 code assignment, or use the isocode that the Glottolog associates with the glottocode for that inventory. In such cases, PHOIBLE policy is to report the ISO 639-3 version of the isocode. Consequently, there are a few languoids for which PHOIBLE and the Glottolog will report different isocodes for the same glottocode. If this is a problem for your analysis, you can always download a glottocode-isocode mapping from the Glottolog and merge it into the PHOIBLE dataset before performing your isocode-based analyses.</p></li> </ul> </div> <div class="section level2" id="missing-isocodes"> <h3>Missing isocodes</h3> <p>There are cases of languages reported in the Glottolog for which there exists no isocode. For example, the Vach-Vasjugan variety of <a href="https://en.wikipedia.org/wiki/Khanty_language">Khanty</a> is a Uralic language classified in the Glottolog as <a href="https://glottolog.org/resource/languoid/id/vach1239">vach1239</a>. However, <a href="https://www.sil.org/">SIL</a> only assigns an isocode for one variety of Northern Khanty (isocode <code>kca</code>, glottocode <code>khan1273</code>), and because SIL is the Registration Authority of <a href="https://iso639-3.sil.org/">ISO 639-3</a>, Vach-Vasjugan Khanty has not been assigned its own isocode distinct from Northern Khanty.</p> <p>When no isocode exists for a particular phonological inventory in PHOIBLE, as in the Vach-Vasjugan example above, PHOIBLE follows the recommended practice of using the isocode <code>mis</code> (“missing”) to denote that the language is not included in the ISO 639-3 standard. In PHOIBLE these are these inventories with missing isocodes:</p> <pre class="r"><code>phoible %>% filter(ISO6393 == "mis") %>% distinct(InventoryID, LanguageName, ISO6393, Glottocode) %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="right" role="row">InventoryID</th> <th align="left" role="row">Glottocode</th> <th align="left" role="row">ISO6393</th> <th align="left" role="row">LanguageName</th> </tr> </thead> <tbody> <tr class="odd"> <td align="right">2143</td> <td align="left">pisa1245</td> <td align="left">mis</td> <td align="left">Pisamira</td> </tr> <tr class="even"> <td align="right">2352</td> <td align="left">lizu1234</td> <td align="left">mis</td> <td align="left">Lizu</td> </tr> <tr class="odd"> <td align="right">2388</td> <td align="left">east2773</td> <td align="left">mis</td> <td align="left">Dolakha Newar</td> </tr> <tr class="even"> <td align="right">2420</td> <td align="left">zhon1235</td> <td align="left">mis</td> <td align="left">Zhongu Tibetan</td> </tr> <tr class="odd"> <td align="right">2434</td> <td align="left">vach1239</td> <td align="left">mis</td> <td align="left">Eastern Khanty</td> </tr> <tr class="even"> <td align="right">2450</td> <td align="left">fore1274</td> <td align="left">mis</td> <td align="left">Forest Nenets</td> </tr> <tr class="odd"> <td align="right">2691</td> <td align="left">mink1237</td> <td align="left">mis</td> <td align="left">Minkin</td> </tr> <tr class="even"> <td align="right">2714</td> <td align="left">guwa1244</td> <td align="left">mis</td> <td align="left">Guwar</td> </tr> <tr class="odd"> <td align="right">2729</td> <td align="left">NA</td> <td align="left">mis</td> <td align="left">Djindewal</td> </tr> <tr class="even"> <td align="right">2748</td> <td align="left">mith1236</td> <td align="left">mis</td> <td align="left">Mithaka</td> </tr> <tr class="odd"> <td align="right">2773</td> <td align="left">cola1237</td> <td align="left">mis</td> <td align="left">Kolakngat</td> </tr> <tr class="even"> <td align="right">2778</td> <td align="left">yari1243</td> <td align="left">mis</td> <td align="left">Yari-Yari</td> </tr> <tr class="odd"> <td align="right">2782</td> <td align="left">west2443</td> <td align="left">mis</td> <td align="left">East Djadjawurung</td> </tr> <tr class="even"> <td align="right">2783</td> <td align="left">djad1246</td> <td align="left">mis</td> <td align="left">Jardwadjali</td> </tr> <tr class="odd"> <td align="right">2792</td> <td align="left">kera1256</td> <td align="left">mis</td> <td align="left">Keramin</td> </tr> <tr class="even"> <td align="right">2793</td> <td align="left">lowe1402</td> <td align="left">mis</td> <td align="left">Ngayawang</td> </tr> <tr class="odd"> <td align="right">2794</td> <td align="left">ngin1247</td> <td align="left">mis</td> <td align="left">Ngintait</td> </tr> <tr class="even"> <td align="right">2818</td> <td align="left">gudj1237</td> <td align="left">mis</td> <td align="left">Gudjal</td> </tr> <tr class="odd"> <td align="right">2882</td> <td align="left">kawa1290</td> <td align="left">mis</td> <td align="left">Ogh Awarrangg</td> </tr> <tr class="even"> <td align="right">2883</td> <td align="left">kawa1290</td> <td align="left">mis</td> <td align="left">Ogh Unyjan</td> </tr> <tr class="odd"> <td align="right">2907</td> <td align="left">wala1263</td> <td align="left">mis</td> <td align="left">Walangama</td> </tr> <tr class="even"> <td align="right">2911</td> <td align="left">tyan1235</td> <td align="left">mis</td> <td align="left">Thaynakwithi</td> </tr> <tr class="odd"> <td align="right">2913</td> <td align="left">luth1234</td> <td align="left">mis</td> <td align="left">Luthigh</td> </tr> <tr class="even"> <td align="right">2914</td> <td align="left">mbiy1238</td> <td align="left">mis</td> <td align="left">Mbiywom</td> </tr> <tr class="odd"> <td align="right">2916</td> <td align="left">ngko1236</td> <td align="left">mis</td> <td align="left">Ngkoth</td> </tr> <tr class="even"> <td align="right">2920</td> <td align="left">yadh1237</td> <td align="left">mis</td> <td align="left">Yadhaykenu</td> </tr> <tr class="odd"> <td align="right">2946</td> <td align="left">bula1255</td> <td align="left">mis</td> <td align="left">Bularnu</td> </tr> <tr class="even"> <td align="right">2956</td> <td align="left">yulp1239</td> <td align="left">mis</td> <td align="left">Yulparija</td> </tr> <tr class="odd"> <td align="right">2988</td> <td align="left">west2443</td> <td align="left">mis</td> <td align="left">West Djadjawurung</td> </tr> <tr class="even"> <td align="right">2999</td> <td align="left">sout2770</td> <td align="left">mis</td> <td align="left">Ngunawal</td> </tr> </tbody> </table> <p>Many of these inventories come from <a href="https://languages-cultures.uq.edu.au/profile/1160/erich-round">Erich Round’s</a> <a href="https://zenodo.org/record/3464333#.XyK5qxMzY3E">contribution of Australian phonemic inventories</a> to PHOIBLE. Unfortunately, some of these languages are extinct and have no representation in the <a href="https://www.ethnologue.com/">Ethnologue</a>, and hence, no code assigned in ISO 639-3.</p> <p>For users, it is important to note that multiple phonological inventories in PHOIBLE may have the same isocode (e.g. “mis”) or the same glottocode (e.g., in cases of two different descriptions of the same lect). In essence, this means that any programmatic code that groups by isocode or glottocode risks combining inventories from different doculects into a single apparent inventory. This could lead to incorrect results (e.g., if the goal is to count the number of phonemes). Therefore, <strong>most analyses of inventory properties should be done on the level of inventory IDs</strong> rather than isocodes or glottocodes. See also the <a href="#filtsamp">section on filtering and sampling</a> below.</p> </div> <div class="section level2" id="why-do-some-languages-have-multiple-entries-in-phoible"> <h3>Why do some languages have multiple entries in PHOIBLE?</h3> <p>It is not uncommon that phonological descriptions of a particular language’s speech sounds have different sets of contrastive phonemes when analyzed by different linguists (or sometimes even by the same linguist throughout their career). For example, <a href="https://en.wikipedia.org/wiki/Kabardian_language">Kabardian</a> is represented in PHOIBLE by <a href="https://phoible.org/languages/kaba1278">five distinct inventories</a>.</p> <pre class="r"><code>phoible %>% filter(ISO6393 == "kbd") %>% group_by(InventoryID) %>% summarise(`Number of phonemes`=n(), Phonemes=str_c(Phoneme, collapse=" "), .groups="drop") %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <colgroup> <col width="6%"/> <col width="9%"/> <col width="84%"/> </colgroup> <thead> <tr class="header"> <th align="right" role="row">InventoryID</th> <th align="right" role="row">Number of phonemes</th> <th align="left" role="row">Phonemes</th> </tr> </thead> <tbody> <tr class="odd"> <td align="right">4</td> <td align="right">56</td> <td align="left" class="charissil">b d̻ d̻z̻ f fʼ j kʷʰ kʷʼ k̟ʲʰ k̟ʲʼ m n̻ pʰ pʼ qχ qχʷ qχʷʼ qχʼ r s̻ t̻s̻ t̻s̻ʼ t̻ʰ t̻ʼ v w xʷ x̟ʲ z̻ ç̟ ħ ɡʷ ɡ̟ʲ ɣ̟ʲ ɦ ɬʲ ɬʲʼ ɮʲ ʁ ʁʷ ʃ ʃʼ ʒ ʔ ʔʷ ʕ ʝ̟ χ χʷ a̟ː e̞ː iː o̞ː uː ɜ ɨ</td> </tr> <tr class="even"> <td align="right">391</td> <td align="right">56</td> <td align="left" class="charissil">b d̪ d̪z̪ f fʼ j kʲʰ kʲʼ kʷʰ kʷʼ m n̪ pʰ pʼ qʷʼ qʼ qχ qχʷ r s̪ t̪s̪ t̪s̪ʼ t̪ʰ t̪ʼ v w xʲ xʷ z̪ ħ ɡʲ ɡʷ ɣʲ ɦ ɬ̪ʲ ɬ̪ʲʼ ɮ̪ʲ ʁ ʁʷ ʃ ʃʼ ʃ͇ ʒ ʒ͇ ʔ ʔʷ ʕ χ χʷ a̟ː e̞ː iː o̞ː uː ɜ ɨ</td> </tr> <tr class="odd"> <td align="right">2310</td> <td align="right">55</td> <td align="left" class="charissil">b d dz d̠ʒ f fʼ j kʷ kʷʼ m n p pʼ q qʷ qʷʼ qʼ r s t ts tsʼ tʼ t̠ʃ t̠ʃʼ v w x xʷ z ħ ɡʷ ɣ ɬ ɬʼ ɮ ʁ ʁʷ ʃ ʆ ʆʼ ʒ ʓ ʔ ʔʷ χ χʷ ä e̞ː iː o̞ o̞ː uː ɑː ə</td> </tr> <tr class="even"> <td align="right">2401</td> <td align="right">63</td> <td align="left" class="charissil">b d dz dʑ f fʼ j kʷ kʷʼ kʼ l m n p pʼ q qʷ qʷʼ qʼ r s t ts tsʷʼ tsʼ tɕ tɕʼ tʷʼ tʼ t̠ʃ t̠ʃʼ v w x xʷ z zʷ ħ ɕ ɡʷ ɣ ɬ ɬʼ ʁ ʁʷ ʃ ʆ ʆʼ ʑ ʒ ʓ ʔ ʔʷ χ χʷ ä e̞ː iː o̞ o̞ː uː ɑː ə</td> </tr> <tr class="odd"> <td align="right">2610</td> <td align="right">51</td> <td align="left" class="charissil">b d dz f fʼ h j kʲʼ kʷʰ kʷʼ l m n pʰ pʼ qʰ qʷʰ qʷʼ qʼ s ts tsʼ tʰ tʼ w xʷ z ç ħ ɡʲ ɡʷ ɬ ɬʼ ɾ ʁ ʁʷ ʃ ʃʼ ʒ ʔ ʔʷ ʝ χ χʷ äː eː iː oː uː ɐ ə</td> </tr> </tbody> </table> <p>The differences among them can be due to a variety of reasons, but the main reason is that these phonological descriptions represent different doculects (i.e., different instances of linguistic behavior at different places, times, or with different speakers). This should probably not surprise most linguists, since it has long been known that phoneme analysis is a non-deterministic process <span class="citation">(Chao, 1934; Hockett, 1963)</span>. See Moran <span class="citation">(2012, ch. 2.3.3)</span> for a general discussion, and Hyman <span class="citation">(2008, p. 99)</span> for a detailed discussion of Kabardian in particular.</p> <p>In light of the above discussion, it should come as no surprise that PHOIBLE can contain multiple inventories for “the same” languoid, depending on what kind of languoid you’re interested in. All it takes is the existence of two or more descriptive documents associated with the same group of speakers, where “group of speakers” is ultimately determined by your desired level of granularity. To give a concrete example, one researcher may be interested in comparing lects at the “language” level, and so might wish to treat all inventories of “English” as duplicates for the purposes of her analysis (regardless of any differences in regional dialect or sociolect represented in the original doculects and encoded in the phonological inventory). That researcher might <em>filter</em> or <em>sample</em> PHOIBLE’s inventories to include only one inventory for each isocode (how she chooses to implement that filter is a separate question; see “How can I filter or sample inventories?” for examples). Other researchers may not care about “duplicates” in that sense, and may choose to include all inventories in their analysis (or, they may filter the dataset to include only inventories with a particular feature of interest such as breathy-voiced vowels).</p> <p>Below is a summary of the number of isocodes that are represented by multiple inventories in PHOIBLE:</p> <pre class="r"><code>offset <- 25 phoible %>% group_by(ISO6393) %>% summarise(y=n_distinct(InventoryID), .groups="drop") %>% count(y) -> counts counts %>% ggplot(aes(y=as.factor(y), x=n)) + geom_point() + geom_text(aes(x=n+offset, label=n), hjust=0) + geom_segment(aes(xend=0, yend=as.factor(y))) + xlim(NA, max(counts$n) + 2*offset) + theme_light() + labs(title="Prevalence of multiple inventories per ISO code", x="Number of ISO codes having N inventories", y="N inventories")</code></pre> <p><img src="data:image/png;base64,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" width="672"/></p> <p>So most ISO 639-3 codes have only 1 inventory (the long, bottom line).</p> <p>Here is the same representation, for glottocodes instead of isocodes:</p> <pre class="r"><code>offset <- 25 phoible %>% group_by(Glottocode) %>% summarise(y=n_distinct(InventoryID), .groups="drop") %>% count(y) -> counts counts %>% ggplot(aes(y=as.factor(y), x=n)) + geom_point() + geom_text(aes(x=n+offset, label=n), hjust=0) + geom_segment(aes(xend=0, yend=as.factor(y))) + xlim(NA, max(counts$n) + 2*offset) + theme_light() + labs(title="Prevalence of multiple inventories per glottocode", x="Number of glottocodes having N inventories", y="N inventories")</code></pre> <p><img src="data:image/png;base64,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" width="672"/></p> <p>Again, most glottocodes are represented by just one or two inventories in PHOIBLE. Let’s see the few glottocodes that have the most inventories:</p> <pre class="r"><code>phoible %>% group_by(Glottocode) %>% summarise(Names=str_c(unique(LanguageName), collapse=", "), `Number of inventories`=n_distinct(InventoryID), .groups="drop") %>% arrange(desc(`Number of inventories`)) %>% filter(`Number of inventories` > 5) %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid" style="width:100%;"> <colgroup> <col width="6%"/> <col width="80%"/> <col width="12%"/> </colgroup> <thead> <tr class="header"> <th align="left" role="row">Glottocode</th> <th align="left" role="row">Names</th> <th align="right" role="row">Number of inventories</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">osse1243</td> <td align="left">Ossetian, Iron Ossetic</td> <td align="right">11</td> </tr> <tr class="even"> <td align="left">biri1256</td> <td align="left">Barna, Biri, Garingbal, Miyan, Wiri, Yambina, Yangga, Yilba, Yuwi, Wangan</td> <td align="right">10</td> </tr> <tr class="odd"> <td align="left">stan1293</td> <td align="left">English, English (American), American English, English (Australian), English (British), English (New Zealand)</td> <td align="right">9</td> </tr> <tr class="even"> <td align="left">dutc1256</td> <td align="left">Dutch</td> <td align="right">8</td> </tr> <tr class="odd"> <td align="left">kham1282</td> <td align="left">Rgyalthang Tibetan, Brag-g.yab Tibetan, Nangchenpa Tibetan, Soghpo Tibetan, Kami Tibetan, Sangdam Tibetan, Dongwang Tibetan, Kham Tibetan</td> <td align="right">8</td> </tr> <tr class="even"> <td align="left">basq1248</td> <td align="left">Basque, BASQUE</td> <td align="right">7</td> </tr> <tr class="odd"> <td align="left">east2328</td> <td align="left">Cheremis, MARI, Meadow Mari, Eastern Mari</td> <td align="right">7</td> </tr> <tr class="even"> <td align="left">gwan1268</td> <td align="left">Gwandara (Karshi), Gwandara (Cancara), Gwandara (Toni), Gwandara (Gitata), Gwandara (Koro), Gwandara (Nimbia)</td> <td align="right">6</td> </tr> <tr class="odd"> <td align="left">khan1273</td> <td align="left">Ostyak, KHANTY, Eastern Khanty, Northern Khanty</td> <td align="right">6</td> </tr> <tr class="even"> <td align="left">lazz1240</td> <td align="left">Laz</td> <td align="right">6</td> </tr> <tr class="odd"> <td align="left">lith1251</td> <td align="left">Lithuanian, LITHUANIAN</td> <td align="right">6</td> </tr> </tbody> </table> </div> <div class="section level2" id="why-are-multiple-inventories-sometimes-linked-to-the-same-document"> <h3>Why are multiple inventories sometimes linked to the same document?</h3> <p>Occasionally, a single document may provide information about multiple phonological inventories. For example, a dissertation that describes and compares three related dialects or languages spoken in a particular region. In that case, three phonological inventories in PHOIBLE corresponding to three doculects might all be linked to the same document, but each inventory is still linked to only one document (it just happens to be <em>the same document</em> for those three inventories). One example is <span class="citation">Terrill (1998)</span>, a grammar of <a href="https://en.wikipedia.org/wiki/Biri_language">Biri</a>, which contains a chapter describing its dialects, <a href="https://phoible.org/languages/biri1256">many of which appear in PHOIBLE</a>.</p> </div> <div class="section level2" id="what-are-the-different-sources-in-phoible"> <h3>What are the different “sources” in PHOIBLE?</h3> <p>PHOIBLE contains inventories from various <a href="https://phoible.org/contributors">contributors</a>. These contributions are grouped into so-called “sources”, denoted by abbreviations. Here they are in the chronological order that they were added to PHOIBLE:</p> <ul> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/SPA">SPA</a>: The Stanford Phonology Archive <span class="citation">(Crothers et al., 1979)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/UPSID">UPSID</a>: The <a href="http://web.phonetik.uni-frankfurt.de/upsid.html">UCLA Phonological Segment Inventory Database</a> <span class="citation">(Maddieson, 1984; Maddieson & Precoda, 1990)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/AA">AA</a>: <a href="http://sumale.vjf.cnrs.fr/phono/index.htm">Alphabets of Africa</a> <span class="citation">(Chanard, 2006; Hartell, 1993)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/PH">PH</a>: Data drawn from journal articles, theses, and published grammars, added by members of the Linguistic Phonetics Laboratory at the University of Washington <span class="citation">(Moran, 2012)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/GM">GM</a>: Data from African and Southeast Asian languages</li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/RA">RA</a>: Common Linguistic Features in Indian Languages <span class="citation">(Ramaswami, 1999)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/SAPHON">SAPHON</a>: <a href="http://linguistics.berkeley.edu/~saphon/en/">South American Phonological Inventory Database</a> <span class="citation">(Michael, Stark, & Chang, 2012)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/UZ">UZ</a>: Data drawn from journal articles, theses, and published grammars, added by the phoible developers while at the Department of Comparative Linguistics at the University of Zurich</li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/EA">EA</a>: The database of <a href="http://eurasianphonology.info/">Eurasian phonological inventories</a> (beta version) <span class="citation">(Nikolaev, Nikulin, & Kukhto, 2015)</span></li> <li><a href="https://github.com/phoible/dev/tree/master/raw-data/ER">ER</a>: Australian phonemic inventories <span class="citation">(Round, 2019)</span></li> </ul> <p>The acronyms above link to the GitHub page for each data source, which provides information about the source and how it was aggregated into PHOIBLE. Some sources are quite specialized; for example, UPSID contains a quota sample, i.e., one language per genealogical grouping (see Section “How can I filter or sample inventories?”); AA contains descriptions of only African languages; RA represents languges of India; SAPHON represents languages of South America; GM represents languages of Africa and Asia; EA represents languages of Eurasia; ER represents languages of Australia. Other sources like PH and UZ were added mainly to fill in the typological gaps left by the more specialized sources (e.g., to add language isolates, or to increase coverage of poorly-represented geographic areas or language families). Here is a table showing the number of inventories per source:</p> <pre class="r"><code>phoible %>% group_by(Source) %>% summarise(`Number of inventories`=n_distinct(InventoryID), .groups="drop") %>% arrange(desc(`Number of inventories`)) %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="left" role="row">Source</th> <th align="right" role="row">Number of inventories</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">gm</td> <td align="right">460</td> </tr> <tr class="even"> <td align="left">upsid</td> <td align="right">451</td> </tr> <tr class="odd"> <td align="left">er</td> <td align="right">392</td> </tr> <tr class="even"> <td align="left">ea</td> <td align="right">390</td> </tr> <tr class="odd"> <td align="left">ph</td> <td align="right">389</td> </tr> <tr class="even"> <td align="left">saphon</td> <td align="right">355</td> </tr> <tr class="odd"> <td align="left">aa</td> <td align="right">203</td> </tr> <tr class="even"> <td align="left">spa</td> <td align="right">197</td> </tr> <tr class="odd"> <td align="left">ra</td> <td align="right">100</td> </tr> <tr class="even"> <td align="left">uz</td> <td align="right">83</td> </tr> </tbody> </table> <p>Note that the same languoid may be reported in different sources as encoded in different doculects. Here are the lects included in the most sources:</p> <pre class="r"><code>phoible %>% group_by(Glottocode) %>% distinct(Glottocode, Source) %>% summarise(`Found in how many sources?`=n(), `Which ones?`=str_c(Source, collapse=", "), .groups="drop") %>% filter(`Found in how many sources?` > 3) %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="left" role="row">Glottocode</th> <th align="right" role="row">Found in how many sources?</th> <th align="left" role="row">Which ones?</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">akan1250</td> <td align="right">4</td> <td align="left">spa, upsid, aa, gm</td> </tr> <tr class="even"> <td align="left">basq1248</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">beng1280</td> <td align="right">5</td> <td align="left">spa, upsid, ra, uz, ea</td> </tr> <tr class="even"> <td align="left">bulg1262</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">east2328</td> <td align="right">4</td> <td align="left">spa, upsid, ph, ea</td> </tr> <tr class="even"> <td align="left">hakk1236</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">haus1257</td> <td align="right">4</td> <td align="left">spa, upsid, aa, uz</td> </tr> <tr class="even"> <td align="left">hind1269</td> <td align="right">5</td> <td align="left">spa, upsid, ra, uz, ea</td> </tr> <tr class="odd"> <td align="left">hung1274</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">iris1253</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">khan1273</td> <td align="right">4</td> <td align="left">spa, upsid, ph, ea</td> </tr> <tr class="even"> <td align="left">khar1287</td> <td align="right">5</td> <td align="left">spa, upsid, ph, ra, ea</td> </tr> <tr class="odd"> <td align="left">kore1280</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">mand1415</td> <td align="right">4</td> <td align="left">spa, upsid, ph, ea</td> </tr> <tr class="odd"> <td align="left">mode1248</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">mund1320</td> <td align="right">4</td> <td align="left">spa, upsid, ra, ea</td> </tr> <tr class="odd"> <td align="left">nepa1254</td> <td align="right">4</td> <td align="left">upsid, ra, uz, ea</td> </tr> <tr class="even"> <td align="left">nucl1301</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">nucl1302</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">nucl1310</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">nucl1417</td> <td align="right">4</td> <td align="left">spa, upsid, aa, uz</td> </tr> <tr class="even"> <td align="left">stan1288</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">stan1290</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">stan1295</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">tach1250</td> <td align="right">4</td> <td align="left">spa, upsid, gm, uz</td> </tr> <tr class="even"> <td align="left">taga1270</td> <td align="right">4</td> <td align="left">spa, upsid, gm, ea</td> </tr> <tr class="odd"> <td align="left">telu1262</td> <td align="right">4</td> <td align="left">spa, upsid, ra, ea</td> </tr> <tr class="even"> <td align="left">viet1252</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="odd"> <td align="left">west2369</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> <tr class="even"> <td align="left">yuec1235</td> <td align="right">4</td> <td align="left">spa, upsid, uz, ea</td> </tr> </tbody> </table> </div> </div> <div class="section level1" id="filtsamp"> <h2>Filtering and sampling</h2> <p>Different research questions will require including / excluding certain inventories from PHOIBLE. These sections describe how to <em>filter</em> and <em>sample</em> the PHOIBLE data based on various criteria.</p> <div class="section level2" id="random-sampling-one-inventory-per-isocodeglottocode"> <h3>Random sampling: one inventory per isocode/glottocode</h3> <p>If multiple inventories per isocode/glottocode are problematic for your analysis or research question, one approach is to select one inventory from each isocode/glottocode via random sampling:</p> <pre class="r"><code>phoible %>% distinct(InventoryID, Glottocode) %>% group_by(Glottocode) %>% sample_n(1) %>% pull(InventoryID) -> inventory_ids_sampled_one_per_glottocode phoible %>% distinct(InventoryID, ISO6393) %>% group_by(ISO6393) %>% sample_n(1) %>% pull(InventoryID) -> inventory_ids_sampled_one_per_isocode message("Picking one inventory per glottocode reduces PHOIBLE from ", n_distinct(phoible$InventoryID), " inventories\nto ", length(inventory_ids_sampled_one_per_glottocode), " inventories. Picking one per ISO 639-3 code yields ", length(inventory_ids_sampled_one_per_isocode), " inventories.")</code></pre> <pre><code>## Picking one inventory per glottocode reduces PHOIBLE from 3020 inventories ## to 2177 inventories. Picking one per ISO 639-3 code yields 2099 inventories.</code></pre> <p>You can then apply your sample like this:</p> <pre class="r"><code>phoible %>% filter(InventoryID %in% inventory_ids_sampled_one_per_glottocode) -> my_sample</code></pre> </div> <div class="section level2" id="filtering-by-data-source"> <h3>Filtering by data source</h3> <p>Another approach is to only use only inventories from a data source that already provides a one-inventory-per-language sample. For example, UPSID represents a “quota” sample (one language per family, for some definition of “family”). To do this, you can filter the PHOIBLE data by the <code>Source</code> column:</p> <pre class="r"><code>phoible %>% filter(Source == "upsid") -> upsid # show that there is exactly one inventory per ISO 639-3 code: upsid %>% group_by(ISO6393) %>% summarise(n_inventories_per_isocode=n_distinct(InventoryID), .groups="drop") %>% pull(n_inventories_per_isocode) %>% all(. == 1)</code></pre> <pre><code>## [1] TRUE</code></pre>  </div> <div class="section level2" id="filtering-and-sampling-based-on-inventory-properties"> <h3>Filtering and sampling based on inventory properties</h3> <p>Another approach is to select inventories based on properties of the inventories themselves, such as whether they include information about allophones, contrastive tone, etc. For example, one might wish to include phonological inventories from sources other than UPSID, when available, since it does not include allophones in its inventories.</p> <pre class="r"><code># get lists of all sources, and sources that include allophones phoible %>% distinct(Source) %>% pull() -> all_sources phoible %>% filter(!is.na(Allophones)) %>% distinct(Source) %>% pull() -> sources_with_allophones # make a vector encoding allophone absence/presence as 0/1 all_sources %in% sources_with_allophones %>% as.integer() %>% setNames(all_sources) -> source_weights # example 1: one language per isocode, only keep if includes allophones phoible %>% distinct(InventoryID, ISO6393, Source) %>% filter(source_weights[Source] == 1) %>% group_by(ISO6393) %>% slice_sample(n=1) %>% pull(InventoryID) -> sample_of_inventory_ids_with_allophones # example 2: one language per isocode, *preferentially* pick ones w/ allophones new_weights <- source_weights + 1e-9 # so that all weights are non-zero phoible %>% distinct(InventoryID, ISO6393, Source) %>% group_by(ISO6393) %>% slice_sample(n=1, weight_by=new_weights[Source]) %>% pull(InventoryID) -> sample_of_inventory_ids_with_preference_for_having_allophones message("Sampling one inventory per ISO code while *requiring* allophones yielded ", length(sample_of_inventory_ids_with_allophones), " inventories; merely *preferring* allophones yielded ", length(sample_of_inventory_ids_with_preference_for_having_allophones), " inventories.")</code></pre> <pre><code>## Sampling one inventory per ISO code while *requiring* allophones yielded 1155 inventories; merely *preferring* allophones yielded 2099 inventories.</code></pre> <p>You can then extract your sample using <code>filter()</code> as seen above:</p> <pre class="r"><code>phoible %>% filter(InventoryID %in% sample_of_inventory_ids_with_allophones) -> my_sample</code></pre> <p>If you’re inclined to be a “phoneme splitter”, you might prefer to pick the largest inventory for a given isocode:</p> <pre class="r"><code>phoible %>% group_by(InventoryID) %>% summarise(n_phonemes=n(), isocode=unique(ISO6393), .groups="drop") %>% group_by(isocode) %>% arrange(desc(n_phonemes), .by_group=TRUE) %>% slice_head(n=1) %>% pull(InventoryID) -> inventory_ids_of_biggest_inventories</code></pre> <p>… and again, extracting your sample using <code>filter()</code>:</p> <pre class="r"><code>phoible %>% filter(InventoryID %in% inventory_ids_of_biggest_inventories) -> my_sample</code></pre> </div> </div> <div class="section level1" id="integrating-geographic-information"> <h2>Integrating geographic information</h2> <p>One way to look at the geographic coverage of PHOIBLE is to merge its data with information about languages and dialects as provided by <a href="https://glottolog.org/meta/downloads">the Glottolog</a>. Here we use only the PHOIBLE index (the mapping from InventoryID to Glottocode, without any Phoneme information) and merge it with the Glottolog geographic and genealogical data:</p> <pre class="r"><code>url_ <- "https://raw.githubusercontent.com/phoible/dev/master/mappings/InventoryID-LanguageCodes.csv" phoible_index <- read_csv(url(url_), col_types=cols(InventoryID='i', .default='c')) url_ <- "https://cdstar.shh.mpg.de/bitstreams/EAEA0-18EC-5079-0173-0/languages_and_dialects_geo.csv" glottolog <- read_csv(url(url_), col_types=cols(latitude='d', longitude='d', .default='c')) phoible_geo <- left_join(phoible_index, glottolog, by=c("Glottocode"="glottocode")) # show the merged data phoible_geo %>% head() %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <colgroup> <col width="11%"/> <col width="7%"/> <col width="10%"/> <col width="11%"/> <col width="6%"/> <col width="10%"/> <col width="8%"/> <col width="8%"/> <col width="9%"/> <col width="8%"/> <col width="9%"/> </colgroup> <thead> <tr class="header"> <th align="right" role="row">InventoryID</th> <th align="left" role="row">ISO6393</th> <th align="left" role="row">Glottocode</th> <th align="left" role="row">LanguageName</th> <th align="left" role="row">Source</th> <th align="left" role="row">name</th> <th align="left" role="row">isocodes</th> <th align="left" role="row">level</th> <th align="left" role="row">macroarea</th> <th align="right" role="row">latitude</th> <th align="right" role="row">longitude</th> </tr> </thead> <tbody> <tr class="odd"> <td align="right">1</td> <td align="left">kor</td> <td align="left">kore1280</td> <td align="left">Korean</td> <td align="left">spa</td> <td align="left">Korean</td> <td align="left">kor</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">37.5000</td> <td align="right">128.00000</td> </tr> <tr class="even"> <td align="right">2</td> <td align="left">ket</td> <td align="left">kett1243</td> <td align="left">Ket</td> <td align="left">spa</td> <td align="left">Ket</td> <td align="left">ket</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">63.7551</td> <td align="right">87.54660</td> </tr> <tr class="odd"> <td align="right">3</td> <td align="left">lbe</td> <td align="left">lakk1252</td> <td align="left">Lak</td> <td align="left">spa</td> <td align="left">Lak</td> <td align="left">lbe</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">42.1328</td> <td align="right">47.08090</td> </tr> <tr class="even"> <td align="right">4</td> <td align="left">kbd</td> <td align="left">kaba1278</td> <td align="left">Kabardian</td> <td align="left">spa</td> <td align="left">Kabardian</td> <td align="left">kbd</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">43.5082</td> <td align="right">43.39180</td> </tr> <tr class="odd"> <td align="right">5</td> <td align="left">kat</td> <td align="left">nucl1302</td> <td align="left">Georgian</td> <td align="left">spa</td> <td align="left">Georgian</td> <td align="left">kat</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">41.8504</td> <td align="right">43.78613</td> </tr> <tr class="even"> <td align="right">6</td> <td align="left">bsk</td> <td align="left">buru1296</td> <td align="left">Burushaski</td> <td align="left">spa</td> <td align="left">Burushaski</td> <td align="left">bsk</td> <td align="left">language</td> <td align="left">Eurasia</td> <td align="right">36.2161</td> <td align="right">74.82360</td> </tr> </tbody> </table> <p>We can then easily see how many languages there are in PHOIBLE for each macroarea:</p> <pre class="r"><code>phoible_geo %>% distinct(ISO6393, macroarea) %>% group_by(macroarea) %>% tally(name="Number of unique isocodes") %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="left" role="row">macroarea</th> <th align="right" role="row">Number of unique isocodes</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">Africa</td> <td align="right">707</td> </tr> <tr class="even"> <td align="left">Australia</td> <td align="right">292</td> </tr> <tr class="odd"> <td align="left">Eurasia</td> <td align="right">440</td> </tr> <tr class="even"> <td align="left">North America</td> <td align="right">144</td> </tr> <tr class="odd"> <td align="left">Papunesia</td> <td align="right">182</td> </tr> <tr class="even"> <td align="left">South America</td> <td align="right">334</td> </tr> <tr class="odd"> <td align="left">NA</td> <td align="right">5</td> </tr> </tbody> </table> <p>Or, we can count the total number of inventories per macroarea:</p> <pre class="r"><code>phoible_geo %>% group_by(macroarea) %>% tally(name="Number of inventories") %>% kable()</code></pre> <table border="0" cellpadding="0" cellspacing="0" class="table table-bordered order-column compact stripe dataTable no-footer table-nonfluid" role="grid"> <thead> <tr class="header"> <th align="left" role="row">macroarea</th> <th align="right" role="row">Number of inventories</th> </tr> </thead> <tbody> <tr class="odd"> <td align="left">Africa</td> <td align="right">885</td> </tr> <tr class="even"> <td align="left">Australia</td> <td align="right">436</td> </tr> <tr class="odd"> <td align="left">Eurasia</td> <td align="right">804</td> </tr> <tr class="even"> <td align="left">North America</td> <td align="right">184</td> </tr> <tr class="odd"> <td align="left">Papunesia</td> <td align="right">216</td> </tr> <tr class="even"> <td align="left">South America</td> <td align="right">479</td> </tr> <tr class="odd"> <td align="left">NA</td> <td align="right">16</td> </tr> </tbody> </table> <p>Note that there are some langoids/glottocodes for which geographic information is unavailable (their macroarea is <code>NA</code>). Also note that each languoid is given a single latitude-longitude coordinate pair (i.e., there is no information about the <em>spatial extent</em> of a languoid’s use).</p> <p>Finally, let’s look at the global distribution of languages represented in PHOIBLE:</p> <pre class="r"><code>ggplot(data=phoible_geo, aes(x=longitude, y=latitude)) + borders("world", colour="gray50", fill="gray50") + geom_point(alpha=0.5, size=1, colour="orange")</code></pre> <pre><code>## Warning: Removed 134 rows containing missing values (geom_point).</code></pre> <p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAYAAAD0ZtPZAAAEDmlDQ1BrQ0dDb2xvclNwYWNlR2VuZXJpY1JHQgAAOI2NVV1oHFUUPpu5syskzoPUpqaSDv41lLRsUtGE2uj+ZbNt3CyTbLRBkMns3Z1pJjPj/KRpKT4UQRDBqOCT4P9bwSchaqvtiy2itFCiBIMo+ND6R6HSFwnruTOzu5O4a73L3PnmnO9+595z7t4LkLgsW5beJQIsGq4t5dPis8fmxMQ6dMF90A190C0rjpUqlSYBG+PCv9rt7yDG3tf2t/f/Z+uuUEcBiN2F2Kw4yiLiZQD+FcWyXYAEQfvICddi+AnEO2ycIOISw7UAVxieD/Cyz5mRMohfRSwoqoz+xNuIB+cj9loEB3Pw2448NaitKSLLRck2q5pOI9O9g/t/tkXda8Tbg0+PszB9FN8DuPaXKnKW4YcQn1Xk3HSIry5ps8UQ/2W5aQnxIwBdu7yFcgrxPsRjVXu8HOh0qao30cArp9SZZxDfg3h1wTzKxu5E/LUxX5wKdX5SnAzmDx4A4OIqLbB69yMesE1pKojLjVdoNsfyiPi45hZmAn3uLWdpOtfQOaVmikEs7ovj8hFWpz7EV6mel0L9Xy23FMYlPYZenAx0yDB1/PX6dledmQjikjkXCxqMJS9WtfFCyH9XtSekEF+2dH+P4tzITduTygGfv58a5VCTH5PtXD7EFZiNyUDBhHnsFTBgE0SQIA9pfFtgo6cKGuhooeilaKH41eDs38Ip+f4At1Rq/sjr6NEwQqb/I/DQqsLvaFUjvAx+eWirddAJZnAj1DFJL0mSg/gcIpPkMBkhoyCSJ8lTZIxk0TpKDjXHliJzZPO50dR5ASNSnzeLvIvod0HG/mdkmOC0z8VKnzcQ2M/Yz2vKldduXjp9bleLu0ZWn7vWc+l0JGcaai10yNrUnXLP/8Jf59ewX+c3Wgz+B34Df+vbVrc16zTMVgp9um9bxEfzPU5kPqUtVWxhs6OiWTVW+gIfywB9uXi7CGcGW/zk98k/kmvJ95IfJn/j3uQ+4c5zn3Kfcd+AyF3gLnJfcl9xH3OfR2rUee80a+6vo7EK5mmXUdyfQlrYLTwoZIU9wsPCZEtP6BWGhAlhL3p2N6sTjRdduwbHsG9kq32sgBepc+xurLPW4T9URpYGJ3ym4+8zA05u44QjST8ZIoVtu3qE7fWmdn5LPdqvgcZz8Ww8BWJ8X3w0PhQ/wnCDGd+LvlHs8dRy6bLLDuKMaZ20tZrqisPJ5ONiCq8yKhYM5cCgKOu66Lsc0aYOtZdo5QCwezI4wm9J/v0X23mlZXOfBjj8Jzv3WrY5D+CsA9D7aMs2gGfjve8ArD6mePZSeCfEYt8CONWDw8FXTxrPqx/r9Vt4biXeANh8vV7/+/16ffMD1N8AuKD/A/8leAvFY9bLAAAAOGVYSWZNTQAqAAAACAABh2kABAAAAAEAAAAaAAAAAAACoAIABAAAAAEAAAVAoAMABAAAAAEAAAPAAAAAALYRw1EAAEAASURBVHgB7L13lBzVncd7JyvnLIKEhFAgCUSQEBlEzhlsjLHx+mGv39o+fsf71/tnz9m3wfsW73rXfsZgG5NzEjkKEYwQGREECFDOo5FGGk3Qu5+L71DT091TXV3dXd39/em0uqe7wq1PdVfd+72/ULPHmpGJgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIQAUSqK3AY9IhiYAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAjIAFUXwQREAEREAEREAEREAEREAEREAEREAEREAEREIGKJSABtGJPrQ5MBERABERABERABERABERABERABERABERABERAAqi+AyIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAhVLQAJoxZ5aHZgIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAEUH0HREAEREAEREAEREAEREAEREAEREAEREAEREAEKpaABNCKPbU6MBEQAREQAREQAREQAREQAREQAREQAREQAREQAQmg+g6IgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAhULAEJoBV7anVgIiACIiACIiACIiACIiACIiACIiACIiACIiACEkD1HRABERABERABERABERABERABERABERABERABEahYAhJAK/bU6sBEQAREQAREQAREQAREQAREQAREQAREQAREQAQkgOo7IAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiULEEJIBW7KnVgYmACIiACIiACIiACIiACIiACIiACIiACIiACEgA1XdABERABERABERABERABERABERABERABERABESgYgnUV+yRlcmBrV+/3nR2dpZJa9XMpBIYNmyYqaurM5s2bUpqE9WuMiUwbtw4U1NTYzo6OsyGDRvK9CjU7KQSGDNmjNm5c6dpaWlJahPVrjIk0NDQYEaNGuVazvdr69atZXgUanJSCdTW1pqxY8eaLVu2mF27diW1mWpXGRIYMGCAGTp0qGt5c3OzaW1tLcOjUJOTSqCpqcmMGDHCrFu3znR1dSW1mWpXGRLgusX1C9u4caNpb28v6FGMHz8+8vblARoZnVYUAREQAREQAREQAREQAREQAREQAREQAREQARFIOgEJoEk/Q2qfCIiACIiACIiACIiACIiACIiACIiACIiACIhAZAISQCOj04oiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAJJJyABNOlnSO0TAREQAREQAREQAREQAREQAREQAREQAREQARGITEACaGR0WlEEREAEREAEREAEREAEREAEREAEREAEREAERCDpBCSAJv0MqX0iIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAKRCUgAjYxOK4qACIiACIiACIiACIiACIiACIiACIiACIiACCSdgATQpJ8htU8EREAEREAEREAEREAEREAEREAEREAEREAERCAyAQmgkdFpRREQAREQAREQAREQAREQAREQAREQAREQAREQgaQTkACa9DOk9omACIiACIiACIiACIiACIiACIiACIiACIiACEQmIAE0MjqtKAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIikHQCEkCTfobUPhEQAREQAREQAREQAREQAREQAREQAREQAREQgcgEJIBGRqcVRUAEREAEREAEREAEREAEREAEREAEREAEREAEkk5AAmjSz5DaJwIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiEJmABNDI6LSiCIiACIiACIiACIiACIiACIiACIiACIiACIhA0glIAE36GVL7REAEREAEREAEREAEREAEREAEREAEREAEREAEIhOQABoZnVYUAREQAREQAREQAREQAREQAREQAREQAREQARFIOgEJoEk/Q2qfCIiACIiACIiACIiACIiACIiACIiACIiACIhAZAISQCOj04oiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAJJJyABNOlnSO0TAREQAREQAREQAREQAREQAREQAREQAREQARGITEACaGR0WlEEREAEREAEREAEREAEREAEREAEREAEREAERCDpBCSAJv0MqX0iIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAKRCUgAjYxOK4qACIiACIiACIiACIiACIiACIiACIiACIiACCSdgATQpJ8htU8EREAEREAEREAEREAEREAEREAEREAEREAERCAyAQmgkdFpRREQAREQAREQAREQAREQAREQAREQAREQAREQgaQTkACa9DOk9omACIiACIiACIiACIiACIiACIiACIiACIiACEQmIAE0MjqtKAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIikHQCEkCTfobUPhEQAREQAREQAREQAREQAREQAREQAREQAREQgcgEJIBGRqcVRUAEREAEREAEREAEREAEREAEREAEREAEREAEkk5AAmjSz5DaJwIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiEJmABNDI6LSiCIiACIiACIiACIiACIiACIiACIiACIiACIhA0glIAE36GVL7REAEREAEREAEREAEREAEREAEREAEREAEREAEIhOQABoZnVYUAREQAREQAREQAREQAREQAREQAREQAREQARFIOgEJoEk/Q2qfCIiACIiACIiACIiACIiACIiACIiACIiACIhAZAISQCOj04oiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAJJJyABNOlnSO0TAREQAREQAREQAREQAREQAREQAREQAREQARGITKA+8ppaUQREQAREQAREQAQqjMD27dvNjh07zMCBA01nZ6f56quvzJ49e9xR8tzR0WFYBhs8eLBpamoyW7duNc3Nzaatrc29X1NT0+u5trbWLcvybHvQoEHuMXr0aNPQ0OCW138iIAIiIAIiIAIiIAIiIAKFISABtDBctVUREAEREAEREIESENi1a5fp6uoy/fr1M4iOQdu5c6f58ssvze7du514OW7cOFNXV2cWLVrkhE4Ez7Vr1wZXKfhrxFLEUIRRHgMGDHCPIUOGmGHDhhmeaSefyURABERABERABERABERABKIRkAAajZvWEgEREAEREAFHAI9ABDWELDz56ut731oR1tatW2daW1vdsiy37777Oq/BzZs3m/b2dudtiIfhxIkTDV6Bsp4EYLNlyxYnauJBuWbNGrNx40bnjYnHJq95IHJ669+/v9l7773NXnvtZeD87rvvOs7+c54RH71HZ/D9Yr3muFpaWtwj0z75vhx44IGG4znqqKPcc6Zl9b4IiIAIiIAIiIAIiIAIiEBvAr1Hab2X0TsiIAIiIAIiUBUEEMIQybZt2+aOF+9A75GHiIlYhVi5dOlSJ2byOp0hWCGs7b///m5by5cvd6HT6ZZN9x7eiwipeDA2NjaaESNGOK9GXvMe7UIkRRSjXQhoCKxjxowx48ePd6HYeAymekCm21c5vPfFF1+Yxx57zImYubQXMfTjjz92j0zrlVL8zNSm1Pf5nr355pvu7ffee8/MmzfPfS/wDEUMrqRznXrs+lsEREAEREAEREAEREAE4iAgATQOitqGCIiACIhA2RHAmxDxi2fEJbw48STESzNfQ7Biu3/9618jbYow7qDh2ZjOnn766V5vI44iimJ4P1588cVl6zFIXs0NGzaYhx9+uIdnZ6+DrqI3EOcff/zxXkeMCEpO0rFjx7qQ+VmzZjkRvteCekMEREAEREAEREAEREAEqpCABNAqPOk6ZBEQARGoZAIImevXr3eCJh5yeHAGDS/OhQsXmrfffjv4dsW89uInB0QBnz/+8Y9m8uTJzgMVkYwwajxF8U71xXqKdfCw/+yzz7o9OclviWCLp6ovDMQztnLlSnPrrbd2i7nFamO57ocCTDwQy99//32zePFic8011zjv4XI9JrVbBERABERABERABERABOIiIAE0LpLajgiIgAiIQEkIbNq0yYk+PFPgZsWKFS5c3DcGwc+LfuRPfP31180HH3zgP674ZzxReaTapEmTzGWXXeYEyNTPgn8jqOIV6x+ImBQZIux+1apVLo8pXomE/SOsHnDAAa54z0svveTES8RXvBERopcsWWKeeuqp4OZ7vabwDzk72V9QzO21oN7ISgAv4k8//VQCaFZK+lAEREAEREAEREAERKBaCEgArZYzreMUAREQgTImQH5L8kAi5BGmjtcg3oPk2exLUCMPJA+K4Hz44YdlTCHepiMUw3S//fbr3jBel7xHgSFETR65pATA85YclXiWIpRi5D995pln3H5SQ/u7dxx4sXXrVsNDlj8BfiPe8A594YUXzOrVq12I/NFHH+2Eav+5nkVABERABERABERABESgkglIAK3ks6tjEwEREIEyIoAHJwIcIhoCGKHsiGiInngbyuIlQEGll19+2Tz66KOusBPh8eTcjMO8+Om3hccoQqisuATuu+8+5+WLyE0+WjxwMUTQd955x5x99tlm5syZvRrFb4/cq/wmEcB98S1fgAuPasRVvHUp1iUTARGIlwATUWvXrnWpS8gpjTf8hAkTzPTp04ueuiTeI9PWREAEREAERKB0BNRrLR177VkEREAERMASwLsTEY7BnqzwBAhFxxMTkYuUAd7CeGf6ZfVcHgQQosl1SxqC1EmEjo4O88gjj5ipU6c6gZMjoiiYF0r5PIxReAkxlPQHbAuxFQ9tmQiIQG4EEDmJVnj11VczFtA755xzzEEHHdRrw6zz7rvvugkLJpyYtGBSi0mKk08+2QwfPrzXOnpDBERABERABKqNgATQajvjOl4REAERKAEBxDVC0BFkEN769evnBmQ8Ex4t8bNwJ4WB8MSJE533EFXhP/roI1f1vnB71JaTRABPzhtvvNF5dKa2C8HlzjvvNKNHj3ZeZW+99VbOeVcRVn0+2DfffNPlep07d64h365MBEQgMwG8q7knEvVAcTh+f6SqyGap3vUsy+/v2Wef7bEaQirGtklJctFFF/X4XH+IgAiIgAiIQDUSkABajWddxywCIiACRSRAoRyqeafzKMN7TCG08Z6MUaNGmWnTppmRI0c6MYsBMINmBsF4+OEBKqseAlSFz2R8L7766iv3yLRMru8j6iDGHHHEEYaQeZkIVCoBUkRQaAwP6H333TdUaDo5rPnd3XHHHU6czIUNntWEwXtjAoP7KpNcY8eOddEU/rPgM79DitJhTHbgpU3ROllmAtwr8Z7nfPnUH/RVONcU9cvUb2GCl2sg6y5btsydH5Yl1cjBBx+svMuZkesTERABESgKAQmgRcGsnYiACIhAdRFg0LB48WJXJRzvlHTiJ0T4DEOc22effczQoUNdbkL3pv7LmQADNQTOTz75xA2+0lV/z3mjWkEEciQwZcoUiZ85MtPi5UMAkYv0EU888UR3oxH8Tz311O6/U18Qlv7000935+FN/TzM3wiepKhAeCWPL39j3D/xur744ovdZ59//rl75r7LMghxPLxRPPCKK65wYqh/L2nP5EBl8o5jQECkzaTyIGqkGHbbbbeZTJNH5LPGo5a2kUsZ710EU4oG8pzOEKDpE3Ge5syZ444n3XJ6TwREQAREoLAEJIAWlq+2LgIiIAJVRYCBIYWMFi5c6AYDYQ8ejxgGPHvttZcbRCLgUaVcFo4AHkCwZ5AdzOsZbm0tJQL5E8DjGM9jPOEQKmQiUA4ECDlnIo4H4hUPBETEL3JoDhw40Hlsjh8/3lD8C8Er3cQS4et4V1KkKFWkW7NmjUs1gWdgVEME5MF+Uo37JwXtKHLGJFhf+Zw5RnKGkk80ifbUU0+Z119/vVfTiBj54Q9/WBTvVQpPZTKKBSJA33333c5DNNNyqe/788S5Iicr18xjjz3W8N2SiYAIiIAIFIeABNDicNZeREAERKDiCeD1+fvf/96Ff0U9WMRTHgwkCeXO5IERdfuVsh4ePwyyGbwjeiJ+ykSg2AQIB91///3NjBkzDPll+V7KSkMAUYtrAeckmyH0IaQh5lWrIUThjfnee++5okOZOMAUb0uMVBHZDMGMiT/Ereuuu66HSPfCCy/kdV9kv3gb8shmudwHsgl82fZR6M/wWE0nfrJfvrscYzHC9/HwXLRokRM4uc8iKvO94TpHEarHHnssJ/EzlRsiOg/6ONdff33qx/pbBERABESgQAQkgBYIrDYrAiIgAtVGgFxo+Xi4BHlRuEXWkwCCMMIFYYEIHb7IRc+l9JcIFJYAwtn5559vxo0bV9UiWmEpZ9/6unXrnCciOSFHjBjhxDkqgGN4LJJOhJBsPMzwCMRD/MknnzQff/xxd9qRqVOnmkMOOcSti6cj55PlEVC5zhTCELd40J5SGkX3Mols+bZr69atjjO5r4li4HjTeYzmu5+o6yMeMmFxwgknRN1EQdfjOz179uwehfpoMyHwFFbj+10M4/dwySWX9NgVvx+8UykkGJdxL5eJgAiIgAgUj0BhejjFa7/2JAIiIAIiUEACiG1vvPGGYVBHR538kgyehg0b1mOvDL4ZGBTbJk2a5AaZxd5vsfaH6Im3yQEHHOAG1amVfovVDu2negkQqkloO8IYD8LbSy1gVcvZ4JqLhxjcfVg1E0133XWX80ZLxwFP/NScj+m86cljyCOdsTz7857mXGcPP/zw0Hld8Zx8//33DaHCeO2RG5EHbcMQbS+77DIXBpxu/4V+D6GXKIM4J9pgRSEijvfBBx8s9CGk3T6/ywULFjjWmzdvdueLCQv/4Lwi7BXDgzJtA0O+ecYZZziBFo9LxHlE0VIbHrP33Xef6wfF1RZ+YyeffLLhXCGUI+6qSGFcdLUdERABEUhPQAJoei56VwREQASqngAD1htvvLFXPjHCwq699loXog4kvJEefvjhkvDCw6YSDYEZDx0qx3rDa0kmAsUkwID8yiuvdMXJirnfStsX4gYe24gbhPAifHhRkPBahCkKwAUNUYRCLCyHADRx4kQnkCBaIgzlYrmmEkldnpzMiIVnnnlmqN3ef//9WUPGOTaOAy/VUhhCIWHqCLVM8iFafvjhhy73Z1SPPM4JkwXZrtN41uLJyIRiPoYgznYQmPkuMUlG4bExY8ZUTBqKJKVoQLhn0iHqdyPTuSasHrE8uF3E+cMOO8wcc8wxBfPEztQevS8CIiAC1UBAAmg1nGUdowiIgAhEIEBRonTFFMhDhnfP8ccf77bKQAyPkqTmFItw6CVZBU8XqgiTYwwBNDWfImGBDNKDg6WSNFQ7rWgCiHQTJkxwnt54excqHLqiIdqDI0z20UcfdZ5d/tqIkIkYmu56iXiFyIiHHpMfVPtG/MRYp9TFzbj2hBVA+/LY4/tFsaBSG/cuHhjpAOCPlz1VvTOJzFynEa3TGZ63iLp46SLyeuM3RFoCPBs5l48//rgLi0fAzGakL0AI9J6zflkE2x/96Ee97hH+8yQ/039A/ObYKGqENzBMk2x89ylkVQhLvZ+Tc5ZoGr6HZ599tpk1a1YhdqttioAIiEDVEpAAWrWnXgcuAiIgAtkJMGDDUyZdYYVgpx0vMbwVnn/++ewb1KcZCeDdhfiJMJDJqK79/e9/34mgCCqI0wyW8CyLM5Qz0/71fuUTINUCxT9k+RNAwEidQEL8wrwgGtwLnogYQsvtt98e/CgRr/E6DGsXXnihIS0Kx4m4hZciQiPb4NGXQBp2P3EvR1g8ofmIdFxXETS51yFC4qHLxBT3O/KHUuwo9d6IqIeQyrWcY+fBsSJ485k3vKoxPGvxGGU5L7jCiX3xnk/xQv5WL7qyvblz55al+MkxUzn9888/52W3wXS//fZz3PiuJM04D3D3v99itI994R2KQOyrxPMeETfkWud9HjIREAEREIHcCNTYG25ucTS5bV9L90GADm8xb6h9NEcflykBOuV0zny10jI9DDU7ZgIMzp544gkX4ocHCgMqBlE8+L4w2EN4w7Mw0+CW9RgEErL34osvunXxELv66qt7dL65lZArlEEhYYWycAQY+DGYPfLII8OtkLIUXkbkJfPiScrH+lMEQhFApCLs8rjjjnPXhlArJXghBCfCyjGErHxDjqMc6p///GezcuXKKKsmah04koqDHKBJCksuJSTETDx2ETD5bnlxjPtoaiqDONrJ/RXhi/0QZl/OXtm///3vM07YzZ8/312D4mAW9zaYZFy6dKkTb4PevXHvJ3V711xzjfuOMaHiPcL9Mvw2zznnHOc1nhox4pfRswgECXCvRzjnehJ0ZAguo9ciEIUA9z6fw5g0Oow5C2l+YijKPiSARqEW4zoSQGOEWcWbkgBaxSc/y6E/9thjPSqpZlrUix/csHi9//77u3A9xDnCMelY4xHD9YrBHh4qCAzpDI+nG264QRM7aeCQMgDBGUEGIYFcX4QApjMGvPDGO4jzQggkz4jLTJrx4Fzxvjqx6Qjqvb4I8Bu+9NJL3W+ZyZBMv+m+tpPEz5MggOIlWIrCcHGdD+4DJ9hQfL4bQeN6Q1VzrlEMpIOejcHlKvk1x0zBIzikevlW8nHHcWx4ODMxiwCT6gCC53ASUiP0dZzcm2k/559J30LcgxE3SZmwePFil5IhW5voo+FBSx+DPptMBDIRkACaiYzez5dAOQmgCoHP92xrfREQAREoIAEEL0QuhDI/sxZ2d5kq/Kauj0foK6+80v32e++950TPo446yhD6RQ4qRE862XifMGjBKxQhD08U2oU3DN4vhK9dcskl5rXXXjOrV6/u9jZNHeh076zCX1xxxRVOWIJNJi9bECAm4FWCyInIzDlggJXNUsMvsy2rz0QglQCz8whYmUT41OX1d3gC/J6ZvMiUQiT8lvJbkmsz12w8B7lW45Ga6brB9YnPmJiZNm2aK6pDHmiu3YgqiD2kOSE/pg/H5nqPGMj94YILLnDr5tdirV3pBPDawauR75C/x/H99KH/5XD89Hd4YKQ8ID8v11Pu30uWLInlEOj3kXuU31tfxvWGvLM8yCHuI3v47ctEQAREQAR6EpAA2pOH/hIBERCBkhEgrxMiGB1fcmR9/PHHPcLJ6XDjHUHF1zBhduSTpBBHFKND/eqrr7oHwufRRx/tijswSLnnnntcRzt1u3g17rXXXoYwNjw5MI4FbwnCtKvN8EJjIIII4g2uCAkrVqxwAjGetQycEBoyCRN+XT2LQFwEED5JuyDxMy6iPbeD+EkOzFIb9xQ8FE888UQzyU5mcY3mnsDkFdcdRCi+A4ceemiP7wITb//7v//bHcLGvQSxM1WM8d6P7IfjxWNUJgJhCOCJRp7xcjf6YvTJvE2dOtU8/PDDru/j34vyzG8UL/Jc7auvvjI83nrrLXPdddf1+F3nui0tLwIiIAKVSEACaCWeVR2TCIhA2RAgbyvVfpm5T83vlHoQCIk8ECbxoPA57lKX83+fd955TkR96KGH8grRQrTDQxSvxOuvv955Nvl9BJ/psJMTjQeGxxEDnDlz5jgviXfeeae70ENwvUp9jcBA3jBEUOz99983zzzzTA9Ru1KPXceVTAKkSyGXYzZPwGS2vLxahSji80KWuuWE53LdYSKLAj9UKe/LEEa5fnnDmx9hJ5MxMVYOocuZ2q/3RSAuAoSi//jHP+4ubsXkAP0A+kNMGNDXw1M0m8Vx7WBfiKAUqCTtACmNuP7LREAERKDaCUgArfZvgI5fBESgZATwsrn55ptz9vzDU/Dtt982J598cta20+HGIzOu/FQtLS1OOKFzHsbwbsRjCG9Wqpcz8L7//vurplgXVdt9VfdVq1a5iq5huGkZEYibALnkGPwiZCGGYXgCIs4TMimLlwCh54SEP/DAAy5/crxbj7Y1JrJoj0+nQmEjPD8RRlONMHjyCZLfECGUybYzzzzTcA9AHOVv1sPDHw93CSupBPV3NROgj+QnPlM50G8jzQ2T2UwaI1TSV2ISgd/oBx984CJEUteL8jf9L7xIvac24iw5fYkmOvDAA9P+9qPsR+uIgAiIQDkRkABaTmdLbRUBEShbAnRsmY3HO5J8UYRH44kVNew5TAg8sMjrhudO2HygfQG+9dZbzQEHHNCnt2pwOxw7A+VJNgSTkCw65RRoYjAdxQjF9B36KOsXeh3CTBnkIDB4cQHBWiYCpSDA75WCNgywuQYFDe8kfp9chwhJlcVHgDyaFJli0geho9CGsIFwSd7ATMZ10187SbvBNXjGjBlOwEwtgoXnGGkSmKhD4ORaxncoaHiVyURABHIjwO8pddKA1Dh33HGHS5GT29bSL43IycRr0Oh78cDY33HHHRf8WK9FQAREoCoISACtitOsgxQBESg1AcK/Ef28ITi8+OKLblCJAJGLkb/vsMMOy7oKg9sVNs8kogZ52Zj5x7OAkHvvEYonTxRjG+eff747nrDbWLp0qQvHx9OBNp111lmuA85gnXDcsEWSEHNZFq/SJBqDjgULFvTKbaZci0k8W9XRJjw9eTDgThU5GSBTqZz0GwhheC3K4iPApM9PfvIT5+317LPPuly/TEohSnNPCHv9DNOiiy++2BU8Inf0o48+Gkp0femllwwPogW4R8ydO7eH5xqiqAqphKGvZUQgPwJcDxAlczEmJXjgccrkBH1DnrmWk37oD3/4Q8aIm+bm5lx2pWVFQAREoGIISACtmFOpAxEBEUgKAfIt4XGJpw2emngCBgvhBNuZq/jJuieddJKrvBvcTvA1BTjw1PTGwBvB9Morr3QDXd5H8HjzzTddSGyuYiJh3RwTbV+4cGGPXHF+n6nPqV5JVIk/99xzzVVXXeUETYo/IcQg2mJUFqZaLAIC4ZZ06tkfx8LxJdHw+EJASpciYN68ee598r3idScTgWITIOwyaIRpEx7pJx+WLVtmjj322D5zCwe3odd9E+B6wLWMax3elHDn+nbKKae4YinkVs7H8DgnvYgXKrkOcT3lWhnWmJhCOGXi7Gc/+1m353rY9bWcCIhAfgTw0n/jjTe6PbTZGtcJQun5jMlV/uZ6wsQVv9d169a5/heT2oinXkAl5yjpj6hQzzpcD+iP4omO8Im3OIXRZCIgAiJQjQQkgFbjWdcxi4AI5E0AARFRj44lg1qfC43BLcVugkbOPWbjCSckBDVq2DvbxMuHAW428x6ewWXwwGRwS6eX9fFCIscbOQERHdMJsXgtkv+NjjNeBhwb+QIZuGOzZs0ykydPdp6sbJ9l0m0n2I7ga9pDHio69HhCefGTZTgGOvk8WAaxFMuHndtADP/Nnj3bedMhHCFwIzwgQhB+msk4RoRcH36aaTm9LwLFIkCOWkRPb/y+uS7ICkcgGELO9ZLJLCaguH9Etcsvv9wJrMH1Fy9eHPwz9GtC2mmXTASqlQD9OcRF+hoIj9nu63EyYmL5Rz/6UXeBJPoWeO0zOYExccqkNSIpbcxm9Ot4YAig9BuJniEKiMn5sWPHuj5Ltm3oMxEQARGoVAISQCv1zOq4REAECkKA2XMKQ5DTMZ3QmG6niIKIfVT+pIo6Qh8CKmIDgmhQ+Eu3vn8PoW3KlCn+z4zPdKTJ7USIfdAIXb/33ntdQSI8ADCWvfbaa12ILPngyK9Jx5tnhFIETzrbhM4i9qYaosnpp5/ucl7SsX7wwQdDccGrAa9Ib9mETTykKOKCtwMhXuna4bdT6GcGE7QbRrnau+++m5YN4qj3wst1m1peBKIS8OIn3umEPzMhkslTPeo+tF52AgiiXEuiCqBcn/EuTTXuLXiBhTFETyaZxo0bF+r+EmabWqY8CXAfpr+SmiqjPI8m91bjIUnYuP89MpGAKEl/KIrR50KIpOARud/5mzQT5NdNZ3BHdPX9C/qbnJNFixYZoma8GJpu3Uzv0U/lODgmUmNg9KmYdFYO0EzU9L4IiEAlE5AAWslnV8cmAiIQGwE8IemEBkNGc9044gLCJzP5dGrpFB900EFm+vTpTgRFQPQdXLxwEDzJzcYz4UzeW9J7nPJ+JsFi/vz5LtQptfgOgxuEWC+Acgx4A/BIZ7SDwbRvV7pl2OaTTz7pPF/TicIcAwMIxEMeDNqpKIzw5w1vNLxkGSSkGgP02267rVdC/9TlivE358sPTnLdHx6zn376aS+WEj9zJanl4yTAtQhRv1ieTnG2vRK2hQhx1113pZ0cyXR8k2xqENKQ8EhneMyT25P7FiIrHupLlizpMdHCvYP1SXugHMXpKFb+e4hi5AemMA7iHA+M7wYh10yCzpkzpzt1TqUToW/kxU+OlWtjtr5PNh6ku3n66ad7LYIYmUkATV2YkHYE2dT0JanL9fW3j6YJLleMwmzB/el16QnQV5eJgAgYIwFU3wIREAERyEKAjicDR8LdES+jGmIf4eI33XRTr00QmkS1YDrbeDciEuLpiHAYND574IEHnDcp7/M5ghzekekMkRGR9NVXX+0OvUZM5Di8B2pwPTpHX331lRMhGRQxEGAghEfCoYce6gbRcPD5pRBuOS7eSxVag9tlABEM2YIp4u+pp57qBv0MuniPARfiIuFnweIgtCM4KAluu9ivOU4KmHDOcjV48R0ghymDD4oeIHrLREAEqpcA3rdXX321ee6559z1N90kUpAOXvcXXnhhVq80JrQuuuii4GpO7CQElvWZTEMYVbh7D0RV8wd9DcQ57kHpvm98TnFCHqT04ftJQaxKNyJTDj/8cBcqzvHiFR9MW5HL8aebzGV9om6ef/55NxnBxBOTE5mMKJ58xc9026bviGfqX/7yF3f+6W/RT+PaQP+TfbIM/UUmxpigpq9HH5EJbE2YpKOavPdwtkBwp59JH5rfNX35733ve8lrrFokAkUkUGMvZpoOKCLw1F0hAsj7J5WK/s6VAHmC6Jz42ftc19fy3xDgkshsOeHgCI6Eu+NFk68haCIC0gFJNTqcv/zlL1Pf7v6b9cj9hJCZri0/+MEP+ixcQug7ombQ8CJCyPMV5W+//XY3AA8uk+01Xp0MGBgoIIJWi+GxhYdtvsZ5JSQNr1CZCJSKAPePH/7wh27gW6o2xL1frknk3MWYbCiEiBB3m9ke9wfCU8kbne5azzJxXX/YliwaAe7ZiMx46JVDXmfaSAoZ+gA8I2zmMvxDcGcCTxaeAOM7BExEKELZETqZPIU73tkYkTiIUeQBxmMU0RFxkYkJHkwG5zPxHr614ZekjeQUZeJGlmwC9OlTi5xy7brhhhvcdSDd5Eeyj0itSzIBHFiYRMHwps/Uh4nrGNKl/wm77Z7uRWHX0nIiIAIiUIEEuGDjYUnHNW7LlLeSTi4eAczS4h3I66DReb7xxhuzVg4nKf5pp50WXK3Xa58QP/gBuUd5IKzSKcq1o82gCvGO3HHkrgp6bQb3U0mv6fzHNRDEs+Syyy5z4jY5YhGUmanP9TxUEl8dS/wEGHhzbWFgzUTMY4891mMn559/fkWJnz0Orsz+wOOeCSkmpki3Qt5g7gHeuF8goshEAAKI5Xj1ci9G9MdbjwEoA09EN/oy3E/STbzmQjCqF2Qu+6ikZekLcb3FgxKRiXPDOSGCJHh/J5qGCff77ruv4GJBXHzxFH3kkUfcdYrCnlyzZH0TYMKb6B8m5ph0TGeI41zj47J0AueCBQuybh6nLL6TfH+JIJOJQCUSkAdoic+qPEBLfAIqZPfyAM3/RNIpJddSqfMiMatOknxCjrA1a9aYm2++uc8DpBARA2c8BvDyoBPFYAjhA4ESTwTvddDnxnJcAPH0+9//vhuEEVaXTmzNcZOJXJwcpVRtThWp42wsYbCvvPJKnJvUtkSgm4AXMhiMefvud7+btpCO/7wcn8vVAzSVNcIVQigee0wyzZ49u/vekLqs/i4egVJ5gCJ0ErbuhXEiVQptfOfoX8QpzBS6zcXaPt605IZngptrDv1IBMIwk8EIhzANs2yxjifX/fj0TbmuVy3LM7HNpDZpJPw9l3N+yCGHuPRVpBPA8CTHCYIJDSYwmOQ64ogj3IRlPqwIeyc6C2GVyXs85ujHMhHKdzdVIOX6wniD9nCNu+qqq1zKg3zaoHWrh0A5eYBKAC3x91ICaIlPQIXsXgJo/ieSjsdDDz2U/4Zi2gJCKGIbIVKEryNs9mWZvDCPOuoo1+m5++67+9pE5M99iBxeDgzOPvnkk4yh3Zna2dfOfTEGOnN01OigIeiQ+oH8oQw8KOaAVwXtYIBBZ5L9sRyecHhZInLzIG0EN2xe00HNZhSC+vGPf5xtkVg+oy18D+MKi+eY2aZMBDwBJkWCYXEXXHCBmTFjhv+4Ip4rRQCtiJNRgQdRLAGUexp9E+5PqQV6Co0VsYT84kygyr4hgGiEdy33VTw3gx6d3yxVPa/oQ5EjFo/BajT6o4iXfB8obuVDgHE4wPEgm3EvpsBppvRWOEIwBuA7Rp8WwZSxAb/NqBMS9IczCaDkrSUvrDeOhzy4MhEIQ6CcBFCFwIc5o1pGBESg4glQ7ZRZ19Q8maU6cIQ8PCnxvKBSLzPJfXkKZPqc3FJ4cTCQIQSnEEaYJvlSaTedMxKt8x4erN6Ygf72t7/txEq8Jlg+F6NzRvgQBTyYTadTSOfzxBNPdEIms9aE7PAZHlM8M8lE/j9mu/syOoa+Wj3bChrFpophCJaExdN2wuWYvc/Udjx8YQFzOseIvMzu06EmhIlO7pQpUxwnGDBw4xnBGM8hvlMSR4txVpO1D8RPJgz4bSDk8D2SiYAIJIcAE3xMhPFbLVadAO7P3C/w6iPKAeElyca9nz4A92zu3XEb91QmIumHcb/kwbng/sn5kX1NADEYTvT5qtFIQeWFzhUrVphzzz3XTVb497Ix4fcdnIxMXZY+Gg9vLMt2+c5Psjn8KVBKH5C+3bJly9z7/IajiqP0HYkkw8ucSf9i9Xv98elZBIpFQB6gxSKdYT/yAM0ARm/nREAeoDnhyrgwHWrEQiqhIxAgDqTrxNC5YNl0lu2zdMsX6z08NBHKEBER1/AsSQ1/KUZbqLCKZyseWgzw8G6Jw+isFcoTAyHxmmuucZ3LONqa6zYIY0K45Ph4MBBjsIpHrA9pznWbLM93GK8ivu947NLR5nshq3wCCOV8d7wHNJ4ms2bNqpgDlwdoxZzKRB5IITxAucYz4cVEJh6f/F0oo59CH4cHYifCB4Inx1UO5otCMlHJb537c76CLYIn0Ste9OQ86H4Y7ttAISeKglWj4TFJv9obE4r0R7MJm37ZOJ6PPvpoN0nu9+fD6unfEwXFAwcPL2Zm8wD17aFvGFVE9dvQc/URkAdo9Z1zHbEIiEAFEOCGT7g4D2+IBAhEhJ0ghNHZpuhAunyahFQXy1vDty/MMzclCp+kevshegRnl8NsK99lmC3Hg4IqosxYx2WFEj+TkOOKQgo8Jk6cGBcutx2+7wwaeTDrz3eXwR95SDlHssolEBywcZRvvfWWQWhngoLrmEwERKDwBEjXgpjnPbhS79FxtIA+C5ERCFSInYievEYYKUcjSidYyA3hEuE4FwGUSURy6yJywgYvTyaI8y0WVY48820z36NqFT8RyBkfBI1JBC9GBt8v1Gu8ToORXantYb/8Zp544gk3wYEAikBLfxJPUiLDGN8ETeJnkIZeVyIBhcAn4KzqQpOAk1DmTfDfIf9c5oeTqOYTOs4jaOTEwYOK8G46Hr5Dkc5bNLheqV7TySFMKdUYdF100UXO24RjwJOYwQBCGFU+M3m5pm4n17/psBHeXQ6Gh2S1/K7wKiUNBAUdnn322XI4PWpjjAQoYMb3/ayzzopxq8nYVLX8hpNBu/JbEfw+BV/ncuSIcBQcidvLECEQj04EDtLRIHhWkiHophr3rjDnAYGZSVhyLmZKGZS6bf2dnQB94TDss2+lPD/le0efmT4TRj8aD0wmNopheHbSTw8KoJn268V90jcwHggKpRQxrVYROxMvvZ87geB1gNfBv3PfWmHXkABaWL59bh3PLC6YMhGIg4CS1cdBMdw2UlnTuSDvIh50STLaiddHujySDJROOOEE90htM52hG2+8MfXttH/jSYrXGB4UYQ1ep512mlm4cGHYVUqyHOkCSGrPjHm12Hnnnec6w48//rirBlotx63j/NpThHDGSjLy6vKQiUDcBBA/ohr3zDjETwaZBx98sMsHiCd/pRejoU+D8EQOcSIVKNSyYMGCPj3X8RL9wx/+oPydUb+wadZD7PvWt75V1Xmkf/nLXxom9fkd0hdGYMQDNDWPfBp8eb3Fb/4am/rhtddecymM8tlYJU6U5MND6+ZPIOm55ZUDNP9znNcWuEAmWSHP6+C0ctEIINAQdoFYI8udAJ4AeGPwjDDH7Ci/TXJwMbuKGEhnI8zAgry+eFGxLTrn5BTF66CY4fFcU/D6IHz7uOOOc/vGO5UBAMdJWD/J0ykehHdoJqNQEZ6AfpDGd8znDWUAwuQNfGBG/kDyZ/nPM23Tv49XLRVmf/WrXyXaEwOWP//5z12uRN/2annmN+Ar0hfKG7haWCbpOPkdc03DayR4XvlNk5/32GOPTVJzI7WF662/XnN9oiBbJRpePOTv5dyRvoBUGbLCE+C+gAMDaSMIwY5iTz75pOEem49xn6doXqV5eebDxK/LbwMhit8G3rCIn8HrnV9Oz7kTIOx9/vz5rkI49xNZTwJcF0glRDGhONJaUPyTSTzuY9y7yftJBXlveKDyXSfUnX5+Lt9zilcRCSYTgXwJoEX41CqMNQudEo6oxagmATQquZjWUxGkmEBW+WZUBCm3LwC/OzonCJ3kjmSA3Jcx4GF2d5KtvIgHAswZANG5wbuSZ0KzeI8OCstjdEQQRLkxIA4uXbrULF68uK/d9fqcwTzeJoiXhByRs4cwG7ZJ54jjQLClDXSM4hoI4yXKjDYdLy+EMuDj9a9//eseguff//3fm+eff94Job0OIOUNijJNnz7dhcLjBZpLhy1lUwX5k/PFuaZzyHM1GxMr5LzluyurHAKXXnqpC9fjGsLvmcmQdOGl5XjEHAfXRYxrcyELypSKDxMUv/vd77qvwYg83/nOd0rVnKrar59E4BxEqQhO8T/SzISdMEwHlwnO008/vaqiE9JxSPfekiVLDAKzNypjJy06x7etnJ/nzZtnTrBRRNVs9L0ZSzAuSL1/8hmTyKk5t+HFeAKBiL41/XX696SuwHOOvhbrMJ6geBEPhPwwxv2O6xJCKNeZdI4xiKlEhnENoY/LhKFMBPIlwPeVsRPGuDfq5GDYduC5HNXC/Zqibl3riYAIiEACCZDrjpCVXAyBjnWC69Fp4P3UQQydCzxGKaaEYBlMzk+HkRsDM7V9GdtnUHvIIYd0V3AMrhOc/SpUuAFt4BgQRxBc6ejh2Uq4f9AQXRFp8TglFJ4ZcIz1uSHS0fOs4IWghucS4uKVV17pCkHQUaMDybJeVPb7gAPCdT43VDqQzE725Q3GsV5wwQWug+r3X83PnMMog/xqZlYOx87vQCl4yuFMpW8j18ngvcfnoUu/tN5NCoF8xE/usdzrTznlFHl92hNKX4PoFvoO3Nu5d9PfSu0nEKpNv4v+iyw+AhTPq2YBFC83JqH4vnEvnTNnjqGP74VQUieRIoD+MH1a+s18DxFumJTzk8pcu/FYpk+PIOkruUc5U4w/vMBJRAeTmz66jT44YiviK/3p4P0jyr60jgiUKwEJoOV65tRuERCByATwDAoKmVE3xAA0nTEDS14eku0TqsLDhwXQMSLchE7Q+++/76qP0nmnI8IyzALTPjpIeHr6jlS6/YR5j+3S6UHEysXorCF0UjmSThudJjpsvJdqdPx82CwzgNdff72bvcazkw4ij1Sj88WDsPlUo60cO51JOoQIqOyfTiIDHt+hwwuHjiVCjufLscIQbnDkXNAZ5DXbwChehdcvgi4dQwZMzLz7GXaW9x68qW2rxr8pWPXBBx9U46FX7DHzHccrSla+BLimUbDqmWeecZNGiGKyZBJAIOEayv0unTdYmFafffbZbmI1zLLVsgxenqnC/8qVK939fObMma6PweQsuVFXLX/H7N3xhWmqbTcb2gebL3eNtpgUvp3PdwXPxFIZ/TicGejjIjqS1qnYRt/di+30JYnuYmL/mmuu6e5P0ib6nkRtBaut/8u//Euv5pIya/Xq1W5dIsmIksrXuYF+LQ/f/6W/rv5tL/R6o8oIKAS+xCccASCTiFLipmn3ZUQAkQjRKJ04VUaHUbSm0mH6y1/+YugoF8PoeJDzEo/QQntcMSO/bNky5+mAMOg99xBUERQZFGQTQxEQH374YRc6kyubc845x3mq0oFD/OT6lo/B6qc//anLb+u3wzER3sYx9vV9RwglJBQBlUHSF1984TqXdJzhwrEiBJE/jXPEbDydWX5PdDp5nzbwHqIrnUbEUmbPq6koEtxuv/12eQv4L2GZPjNhMHfuXOclNWPGjIr+DvsJEE5VpYbA+69h1Ekuv76ecyeQSwg8E4d//vOf04aihtkz+0Lc5v5dCca9l3sq91yOLazxPeeejxcnDyY/P/7447T9DLbt7/t4hc4duMTMbPrUDKzbaWprbN7yrnqzvn2YeXzjbLNud/RCVmHbXqnLXXzxxa6/hPjHecWLkclz+phB4Y2+GP0q3qMfxXknsogJ81yMPhsTsvTn6Ov6/i3bPPPMMw33NT8Znst2oy5LexDhcXYI2nXXXdcj8iv4mX996623uj6p/zvTMyIoDgbBSLJMy4Z5nz7tiBEj3HniNyUTgbgIlFMIvATQuM56xO1IAI0ITqv1ICABtAeOUH/g1finP/0p1LJxLeQLFtD5p0MYxywsHTA6n3TyKVj06quvZm0uOX/I/ZfO8Eq9++67I1evRBT88Y9/7MTlqF4uwXYxiPnJT37iOCFA4lX7yiuvhMrZ6reDWAmjONrjt8kzHcgTbO4rOqfVYF5M55z89re/7U5xUA3HXinHyODzF7/4RSzXnaQzqSYBNOnnohLbl4sAimDz6KOPRsJAnr5LLrmk23sr0kZiWolIDjzUGLf4dDWk52FyN4wtX77cPPXUU939CxhOmzbNTQyT4iabIXRRxChKCPuJw98xRwz5xAxv3GF2dTaYrj011gu0w3SZGrO6baS5fe1809wxKNvu9VmBCJDSgXzwfZ1/v/sXXnghaw597nGIMOTApO/HZDf9P/rbCIj5hpf7dqQ+k1/2sccec7n4iaygj52tf8+kMhFg5On0Im7qNlP/pmho2N9a6rrBvyWABmnodZwEykkAVQh8nGde2xIBESgLAgiQeDkW2xg4/Nd//ZfbLYLlaaed5qqnR20HAxI8SxgUsL0wHSkGIQimdIJSDYGRjmNUozOLhSkq1dc+8CDAo5ROJMf5wAMPOO+CvtZL/ZyOZiEMD4T77rvPDeAITYR/JRveNDzwpvP5XSv5eCvx2BDrsw3KKvGYdUwiUEoCXC8phIIwwyReLkYILPdAJp1KbfQtbr755l5erER7kM8cESuT5x3rcj/nHh7sG+B9hgBEWpuf/exnWb1ByRkeRfwcWr/dHDRohRnesMNs3D3YtHU1/A2lLR7ZsN2Madxqjhn2kVm48fBSI67K/dO3I2x8wYIFrp+HSJmtL5UuZVIQHL8xHxlEVXRva9euNTxYn/yahMsjJqbrB/t1cnlG9PzBD37gUltRDCnbfZb23XbbbU6YzWUfODgw4ZCL13Qu29eyIlBNBCSAVtPZ1rGKgAi4Tsc999zTK29UsdEwKMArhA4fofikwsCrEI8PwrK9kU+IkCI/s03HjdcY+Tn9oCCM+Mk6DFKCAxU6jHRAEUbpjOZjeNWSkwlPUDqbUY1ZRIoQwQJPkz/+8Y95ty1qW/pajxA8PFPw0sHDt9KN7yaJ9RctWtSd+6rSj7kSjo/f/OGHa5BfCedSx1AeBBD4mKD0gkwurT7yyCNdQcHgvTqX9eNclgkvPD+5F6czBMx33nmnV4g+/YF7773XrYcglEm4IRQ6VTCiP0JxIzy5ibSIOpE5pf9aM6hul2ntbAyInxxFrdncPsiM79dsJjb1zmue7jj1XmEIIFT+z//8j9s4Qjn5WvEMZvKA3xAT60wi8H3KdRIhXYsJ0+fBhP/ll19umGiIw/it0mftyzhGvu94puZiOC7AJAkTIrm0W8uKQBIJSABN4llRm0RABApGAC/M4MxwwXYUYsN05m688cZeSxKuQweQIhepoXMIUMccc4wrhhAlrJt1g4MNvDIQ8eIyBkr5FFfh2KkKjwiKkZczX2E2rmPLtB1EaDyKr7GJ7+ncVrodeOCBLtUCntSyZBJAVDj99NPdZArfSXLaxuXtkswjVqtEIDkEmLQk3DtX8ZN0RuT7K2VxmSBFhKebbrrJFRoMvp/6mnyM3AdJsUPoMYbHmhdNEXuY5EXMIp8pOcn5DEGHAoTBPgn5w9meN/JPU8gIprlav7p2U1fTZTr39M412mVFUNrVYMPhZaUjEKyDwevXX3/dPQrdIoR9vJfjEkDDtpffOIVQ+Y4j8DMmIfLKTxAwLkgnjnIPDzpHhN2flhMBEehNQAJobyZ6RwREoIIJMOubdKMzlKmdDBjwsiQkzHuChj0eijBRkd4bVdDjFD/ZbpSZbd8eBBqS6nvxkwFVcCDkl0viM4MzzskRRxzhQsWT2MY42kRnHa+mYChjHNvVNuIlwCCKSRSZCIhAcQkwMUSRRTy2cjEmPK+99tqc7+u57COXZRGjiJYh/3Nfxn2BB/0WxMorrrjC3cfxtAsak5l4dnKcCEEYIuvzzz/vwoe597/33nvBVZzXH9ExUfoWeHlS8GhgfZvZ1tljszYP6G6XD3R7R2Wnr+l51PorSABP4+OOOy74VlFeI/rze8d7+oMPPnD7DArB6RpBfxhPWSYR+D34IlJ4nSKOIqbKREAEwhGQABqOk5YSARGoAAKEk8ct+JUKS9iQd98+Okgnn3yy/9M9IzhGGVT02EjKH8xcR/GCJKyHxPG+0iWdwTvuuKPbgyRlN4n8k1QCFGkiZC8oNCeysREbhUeTxM+I8Iq4Wq7iSxGbpl2JQEUT4LcX5fdH2Huuk5qFBEm+xCipbIiwwbuOqtykhXn55Zd75CfnHkLVbO6RTHBS2MbnlU4VTP3x4aUHm1yjDpbvGG82Dx9iBtevN8NtPtCtHQPMHuv52VTbbkbU77CiaH/zUWv2Aky+DXquPAK5emjnS4DvOQ4MFEDK1ZjUZLLApwNIXR8hlL4nnqQcF8+IovTzmWwgusp7maauq79FoNoISACttjOu4xWBKiVAuPj9998fSw6hIMK4BcTgtuN8TdEePEvpBHkjVydFFqhemevAwm8j3TMz0ySazzSYYZ0ZM2a4mWzC4GhTquckYnWxO6fpjiXX98hZRegfs/T77bdfxYUs4VU4a9Yss2zZMpefK1c+Wr44BPhty0RABIpHgEk7hA3us4SqEq0Rxpj0QywMWwk7zDbjWCZTFEqYbVPIholQRE4qb//mN7/pIQozEc1xE+4exhCNoog3HabePLPpYHPmqDds0aNmM6HfVhtebPMv2p1u6+hvPt05wbzevH+YJmiZCiRAv5e+Jrn1i2F33323oXBYIYztUlwpk/F7xPP0gAMO6OUMkWkdvS8ClUpAAmilnlkdlwiIQDcBvBIffPDB2MVPOhR9ha10N6LEL2CAp8X555/foyXkc5w0aZJZsmSJ89To8WHEPxA3GQRmEkDx9iQPGCJhJvO5wzJ9nvT3+b4xYCMPIwPASjG+8+edd57zzI1amKJSWCT5OPhdy0RABIpDgIkvxIdM97xsrSDsO2ni54oVKyJPQBLaizFJRuEaBKZUj1gKPz7yyCPZsPT4LEwYfo8VAn98tnOcuXvdPDN/2DIzrmmLqa/pNC2dA8xHOyaaV7YeYMgFKqtaexr3AABAAElEQVReAqSCyiSA8r3FExoPSvLb5ms4IpTKGKvQZ+NBpBIRV8XOf1qqY9d+RSCVgATQVCL6WwREoOIIkJ8xzkI6AwYMcF6LdO7Lycg1NH36dPcIthuPzRNs6AwhNAxaEB/zEbfoLD755JPBXXS/xmMWAS2b+MnCdDrL3RgUUwiDDjbhjeRIIySQY4/izZIkHniB5vMdSdKxVGJbVCm2Es+qjimpBLhvRhE/OR6fCzMpx8Zk6aJFiyI3Z9y4ceb3v/+96Uvs8WHvkXeUw4rrdg83966f59aotZJn3KInPqX79Ntg9u630Qyu22na99Sb9buHmOWt401rl3KM5nCqir6oF+xTd4wH96233ur6bXyG88DMmTNTF3N/E57O8oSbUw0+nZE6iOJfSSjCyniIvum3vvWtdE3VeyJQ8QQkgFb8KdYBJpUAM4vcLGWFJ0CINV4WJBGPw6hS/uGHHzrvhji2V8xt4JlIAnWEuFQjvNkXTqGz9sQTT0QSIuk0ZmLN4Orxxx93nUkGSpkMkbkSjBCr1KqmiMB8J6mWe9hhh5XlLHwSOvGV8P0o1DEwAcFkB5MbMhEQgcIS2Lp1a+QdMDF5zDHHmCRMWqxZs8Y888wzkcVcIKTz+IwMpwArFkL8nD34MzO5/1ozqrHF+pN22dzqxkxo2mQ9Trea15qnmeaOgQU4Em0yDgJM5Pp+b3B7pIZi0trbAw88YPh9ENFDHxqvZHLY4s1Mf4gJb4y+NfddrgmM8+hL8xkP+r9JMRxDSNdEmopK6W8nhS3tIH8yKVFwlGE85L8D9P1J/0HfH0FcVhoCNfbHmJxfY2kYlHSvXFzLJYS2pKAqaOeffvqpq3jJzYccgeR+wiMMUSSq4UFAaGo55kyMesy5rscMLR4JXPI++uij7lxduW6H3FY//elPDefvj3/8Y3enJ9ftlHL5OXPmmAULFoRqAsdJ3iISr/dlfI8R/MIUaMID8qyzzjIHHXRQ2s0iGjJDXenG754w+dmzZ5fVoVLlmLy6suQSwFslNeVFclsbb8so/uA9e/DMyUegirdl2lolEOD+RfgoqV643zHI/dOf/hT50Ii+oHJ6KSbFEWi435KXE4FHlhuBffutN3OGfOLEz7Vtw0xbV4PBI3RU4zZbbKnDfNw6wSzaMsu+E72Pn1uLtHQuBE44dp5ZMPw107T+ZVOze5vZ09DfNDdMNje8Yp0mOtNPIPL794JnLvtK4rKMHblXkhv08MMPzztvfd225aa203pBD7EpA+r6J/GQC9om7gUURF2+fHmf+yGSau7cuWkdUvpcOYEL4GjkxfSNGzfGWlsi3eHmIyBLAE1HtIjvSQAtIuwS74qbJXlXyMOYagiY++yzj/NSZFYoV08ACaCpRMP9ze8PkS2XUF7EKs4RhjjIDB/FAsppLikXYQQvTYTjG264wQ32UsnixYjwSXJ1ChUgNIc1OpE/+tGP0obDc/MkjK6cuIY97tTl6IDOmzfPPXhdDvbZZ5+Zu+66q2IGAeXAPNc2Mlnzs5/9LNfVCr48ohHeNQwUKBbz7W9/29374tyxBNDcaOKhghDG7/q9995zg5jJkye7ATEsuQcsXbrUTbTi/TRlypSq9i5OFUChzXf6zTffzA18YGk8xy688ELnXRZ4u6AvccC49957Qw3WC9qQMt74/GEfmFkDvzTrdg8zu6z4GbSJ1gt0a8cg88KWA83GdhWmC7JJwutGs9v8aPLTZmK/Zlsuq802CZm6xuzutJXUdw8wN68+yZ7XEUloalHaQF/+sssuSyvIMZHIfYB7BdcNJhW5l3ubZV4xM7oWm357trmsunsaBpqucfNMy8H/tzGN6YVkv26lPCN8phvjZzs+UiYwDqIvVO4mAbTcz2AR2y8BtIiwi7Qr8kARHl1fX+9EIbwyGVgQ5sTNoy9j9oRZOL4bhFjwwGUezwDEpoMPPrhX/kAJoH1Rzfw5HosIbek8hAhj4YEgjYcGM6SpoeN4Tdxzzz2Zd5DAT/geXX755W4w21fzEEDxUlxhiyLccsstBmESMZ/v97HHHutmL9lGVI9NqtBn8gJlBhWRrVqM7xfFMJiNpyNKmAwD7aQaVUffeOMN953wnlBJbWu1tusf//Ef84ouiJMb9zLSanB/DE5sUBCNHLlxmgTQzDTxWCRMmes61xzyPb766qtpV6DfQf+D/kjQ44mJGq7b3BspuDVy5Mi061fqm+kEUI4VUR9BMWoRP7gywUohQSYVC21vv/22efTRRwu9m4re/ukjl7rw9893ju11nMMbtju/z8VbZ5gvdvVOO9RrBb1RVAKXjV1kDrXpCxqtp25rZ5PpsDJoY32tadqz3d6jasyXu0aZ//rqnKK2qdQ7Q4hjQp77BNcxxkg4e2SLMDxj5Btmni0yNqAOEflrw9+5ravebKmdaN7f71/M9FkHu3vIfffd5/KlkvaD61ylWD5RAD/4wQ+6I1bKmUc5CaDKAVrO3zS1PVEEEDcZ3OWbG49BYmoCen/jwduQ1yfYgjXl4ilWzJPEoBo+iJZ4P4UxBsoXX3yxEzG9CIrYyaCOAV5fIWmkNCg3w+OVPJ3kPaKTQ0g8zIKGkI/Hz9577+2+bwzGvv/977vl+a4z4A2yYXY4ipFDCVE5XTXKSZMmuQF2MYslRDmGuNYhNQMPb5wTvHUJk8kn1MNvL+5nfic88PplEgDvMVlhCfCbYEIN8TmMsWzwdxpmnUItg4c4xWJSDYFNVjgC5KHDM4XrNhMVPMJ66rMuucxSDQ8grt0Y4inXbybF5s+fb/iOVqsxgXXddde53NkvvfSSu1/mwgKuPmd0LpEauezDL0t/ieiVuA0PYcR132+Ne/txbq/G5uvcq99mM7qh2YlgOzr7mZW7Rpot1mszrO22BY/s4Vqh0+Z4TKkoX2ffoyBSx57yiOwIe8yVsVynmTpgtUtT0NLRZDoN52iPaWvvtH6hTWZo/S4zprHZ7N243ny1u3rEa/ry5AEOa6Psb+fIoR+bgfVtZldnvfWC/roIVJ0lOsi+N6xztel6/f8x//PCfBc54CPuyKlK/xHRrBKMa3cUw+HJp+uJsr7WiUZAAmg0blqryglwoaPzSIcfcea5555zodBRL4C54KTDisiKdxgDEzqadDiZfaJNeJAiViFcISxxYa0GsRTvlDvvvNOx4XiPOOIINxjLVJExyBxOP/zhD52XC+c0l5sR+8GjKaoAGGxHMV+TuJ0HRtgex4HnCd8fvkcIWhwTojshkT//+c/dsgjLdFpSLarIgtBKPsnvfve7vUL/OBckaM+lM5barnL+m9n3v/71r+5xySWXmP333z+Rh4OnrsTP4pwaws+YALv//vtD7ZCcfpMSIkgFU7sg7nOPQtxP6vc6FOAyWAjxM5OHZxzNp9/jBfnbbrvN9Tvw6k3K9y6OY8xlG3hQ4dFMjncG+XjPRjGihk477TSXa5mJA+7NeGalTlZG2TbrIIgT0RG30Se99NJLzZ///GfXP457+3Ftr7Gmw8wZ+okhTH2IrdxeV9Pp8ndSzGjZjr3NJzZ3ZxjbaKu9b2/q53KAbtj9jZjTWNNuhjTsMit2jrbh74PDbErLFJHAiLrtpsmeIwqhfC1+frNzhOyOPbXuO7FX/81VJYB+QyHcqyOGLDf9a9tMR1dtt/jJmjBt7Wy0XqG7zbSBq8xjm3a6sYTfKuOMYoyZ/f4K/UwaO8ZG/l7I/rgWMimGBy1jVBxHGG8i+g4ZMsSlvqu26IlCn4ew25cAGpaUlhOBvxHA4++hhx5yHhRcuDZs2FD0izgd6mCnOtiJxYOUv713BiKS9yDjAswDUZAQW7w2fGe6rnWVadj0hqndud5lwWlrsuE8Nn9LV1Ny8t9ww6TTjnEchGWTiwwBmFlF733LTZUBH950hHqn8zDyzLzYSUhbtqrkfzv9vZ5YH48P8r4QTlaOhtD54osvuhy1pFPAIxTW3sJ4cniOfp1cnvEy+u1vf+tC6gmrDxqzo6QZQCitZkPwoqr3qaeemrhcQfze6OgFvzPVfK4Keex471HhPaxxf5qUEAH0xBNPdJ7MeN1z3U5yeoewfJOwHPc6rpF4+3IPgy0FyuDMtbXY1076Jgih3BeZqK1W455I1AS/QSaI4MK58JEmfXFhQpIqzcF+xTvvvGPOOOMMFxnANTcfow9I/zCsN3DYfTEZymQH209y9MbBg1eY/azY2b92t9lgRUwEr4FWrJnYtNnKX3vM9s7+Zk1b397pn7SON+Mat5i9+22w3qSbzA4bSl1f02UGWw/CdW1DzXL7edvfvOLCMtRyhSew04pzXVaky/Qr4jtAGPzOlLyuhW9Zee1hSP0OU1uzx/1+Ulvebn9T8OU35o0JIvr1CIaM3YppXOvodxSq70E0IZNVjKM4NsbXUZ1DismlGvelIkglPut0iCppBqTEOAu+e0KaEIoqxbgJkA9y5ogWM6b1NdOvbY2p62ix4qKxnb8ms9WMMhuGn2JmHH12JHEwLk4M7BA48bT1wqXfNmIuohCDDLzlUo1BCN6FDAYxBh8LFy504il/H3fccc5TlNf5Gm0jv01qG/PdbqnWZ4YSQZ3CTyeffLJjnKkt5BELDtQyLdfX+1dddZX7TgaXYxD/4IMPqlCDhULHiiT1SZk1ZoD73//93z3uY2PtYPBoGxI1tmmr9aDoMlvbB5h3WyaZ93bsGzytel1gAlz7rrzyyu5JrgLvLlGb53rvJ2WY4AkrOiXqIEI0BkHskUceCbFk8Re54IIL3CCQNCtEpVRSJAp9p2AV+Fzocs2ECYNx7q98N3nwHoNm+jtMdiEU/PrXv067ab7b9F1YLh9jsM6ECvuOayyClyrHlq4/lk9b41x3kPX4PGnEO2ZC0xbzxc6RVur6Jtf2wDp7Hmzuzvft/erlreH4DqlvtbkkPzeEAzfVtpsuK/y0WAEV8ZMq8ATIy5JH4P/c5yErXG904h05QL3hHYznIqkQ/uWzC2xI/Ndh3f5zPX9D4OxRfzUUAkME3W5TSASt3npVD7R5QVfaXKr/75fndX/0D//wD86jvfuNmF6Q25qIJO7/TAbyoK/MZBGOS0SzYYiSeGEyQefzVvKa6y9ONqScSk2jxvWRvgSe+IUSUGPCULLNeJY0gHEw+WMLafmkBpMHaCHPjLZdMQTwNkQ0Y7BRScZxbf7qPVPb8r692G8ym9oHmZYOPDb22A7gDjO+brXZte4Jc8vNq83ek6cZqsIecsghvW4M+TChDXSWU0PVCc/2IVoUWsl0IWWwkC2JPxdhPGTwLGQbCGmkC/BGmBl5ywhReOWVV5zHDAM12sUNkBsix01oQ18eFwiGlSJ+wgcG//Ef/+GOm3PkDUESj1e8oekI4DGazsvWL5/Lc3A/fj06K4TUMXCkA8NEBG2oRmOgjDfo9773vT6/j8Xgs23bth4D56n9V5szRi01Ixta3ECQcd+ExlrnVTPeDjaf2nxoMZpV9ftgUojfZV/XrKoHVaYAuJdxX+NamETjfu6vVbSPeyk5tadOnerup0lsc7HahHdkMB1Epv1y/+W+itd3qtHPYLLVe1oSVslAn4E/D95nXV8gM3V9/zdFSOhrkXc0LmO/uXipx7XfXLYz1AqWA2zYbktHvx7iJ9sgDyi5H4dZzzYb12D/9S1ebusYYBZtmWn7zS1W8LHits35ucmGvcvzM5ezUvxln910kLl43CsGQXywfXRaIbzOnvH62i6zo6PRLN22n8TPPk7L0m1TzBFDl7s0Eo1dHYacuBg5cRE/220hpM8CBcK4NmXqlxBF1NLS4oov4Z1Oyh+WR+jKtA77Qpy8/fbbXeQDfwcNT3TGD6Tz8sb4AQc0HtmM8Q0TURiTVbSP8Qj3stmzZ1d1hEM2buXwmTxAS3yW5AFa4hMQcvfkICxEsviQuy/oYgcN+sIcNvhTV61va8fAHvsaazuBbfZm9qqdBV8RqGDJjYhOLjcmOuncEPDA5H3ExEMP7VvkQOji+0+OLAZKeIiceeaZTuR6/PHHY02gz00MQYCb3vPPP9/jGPkDcRTvRcScTMZAgmPjxpfpRszN8Ve/+pXz4Mi0nXJ7/5/+6Z/cDCnni3MMQwZePt2APx48UhCOEZLzMQZyRx11lOvweA+u1O3RFgZttAPPFW/sPy4vFr9N/8w5T1KIN17N+cx++uPK9/ndd981Dz/8sNtMkw1z+u6EZ81eTfZ7YsPGmu2gsMsOKAbU7jLDGlrdgPCRjUeYj3YUvrpxvsdVzuvzu/nOd75T1aFXlegBynWPyUDyupJnjPtmqY3QRkQf8icSMrzFTqL2JRide+65rshgqdue6/6ZgOP+xneL/LVcfxEng/egXLfZ1/KkMrjjjjsih6kjItBWIn0OOOCAtJEDePBn6/v01cbUz7n+JH0ieILN+3ms9VprsJ5+G9uHpB6Creq+3vV5H9t4mP2sbwG01wb0RtkQmDv0Q+cNPNDlgbWFrKz37k6bsuDtlsnmgQ1Hl81xlLKhF41+2cwe8qnzmu1i2sBm0KqzHqHtNi/o+vbh5r++OLOXkMx1AnESkZPJG8aDXIfS9bP5HO9Crmc8GHuyPt6YXJfJc41wmsnw7mT8ErfRJsbC5HvmwWvuD9Vq5eQBKgG0xN9SCaAlPgEhdo+nBV5whRJWQjShoItw8z940Aqzsm2E6UypVMkM+RArXCzZtr95b3v48FUKCuE5mc7IJ0nRoJdffrmXVycCFg+8OpNqCHQU7eD4fJ4XbsbennjiCTdI9X+X8zPn4t///d+784TRgaCSc7bQNsRmRPE4DK4IOXgTMcikcxEUn/meIAbQaaKDxN/knsvF8NqlzUkQE3JpN+GPxxxzTA8euawf17J4Dj311FNuc7PtRMrpI5c6z8/UQeXA2p22Suhu8872yeaedfPi2r22EyCA0EFurWnTprnfbOCjqntZCQIofQ9yRnKv4Vp89913p63Inu3kDrDeaFNsnkM8sklH0dLR33xhJzPX7R6WbbU+P8MzbvrAlW7beLzV2m1T/ZciMG9Z4QAxNJNxbvieMijFu4boCga9CLwMoJJmnAcmwcmr7u9tDNy5/h544IG9olfibj9iNxO3iIoUxsvHyLt3/PHHO1HUb+df//VfIwusfhvBZ84vzJJsFG05ZcTbLmfnlzY8t9OKXt4G17W64kXvbd/HvNZ8gH9bzxVMoL8VP+cM+syMbLTehzYU/q2W/awwnrxrUZJPwRkjl5jDrQj6db5Pez039eYr+9u6c+18mw5iQMmaPmfIJzbX7zp3/1vVNtK8umX/XmJsnI3jvsZ9gXtcamRjnPtJ4rYkgCbxrCS0TRJAE3pi/tYsXN7xbiLUt1LtSJur75BBn9sB0VCzOyXZ9+D6ne5m9roVQKmKGdYYrBEqT4gAebK84T1xyy23JFrg9G3N5ZlBBXmvJk2a5AZypEvAM67cDVERz1kvapJbh0cxxUI8gxkAMvAknw9JxhEtM9k///M/p51BzrQ873uxhN97cAaa95n48INelvUseF1qwyMZIbSUxkD3nnvucR7Bp458y8wbusx5k6cKIIRDjbc5QcmJdtPqU0vZ5IrbN8VSDj74YPf74Psp++Y3DYtyzAGKVwyef0wYck6pJJtrMSM8M4+wg7+xjVttiOcuO1lirEhZbzbZgi8ftu5lPszDE3vmwC/NLPsY3dRitrX3cwLSIFv0BSHpSyuwLto603mB5/pdxKMHTxoiLbifBie8ct1WXMvTB8x0P8cbiVynTIoW2vB0IhLpzTffzDsFjC+WxSCdCSxygcZlCMPwitOrNK62BbfDxD/f42E23dOm3YNNu3UAIGR3iO33IpQstpFPm9J4hwa3odciIALfELDuK2b/AWtNv9oOs2LnGLO1c9A3Hxb51Yj6bebbE563uehbTKNtzx47huA33mwjHe9Zd7T5dOfEgraI8QPRhUceeaS7hxd0ZwnZuATQhJyIcmiGBNDSnyWK69BRoyOLMVjibx4kVK70XIN4hyCC9rOhbGva8Ar5OtwHD499bHLwDbYD+NLWWWa9FUijGF6SDN4QQsm3uXbt2iibKYt1mO0jLA4vUfKMItyVq5GzLY7QviOOOMKddwZvcRidCrZJxwKhPdV+85vfuJCa1PfD/I24yvfU5woi5y95aINWqFCa4D7CvkYgoMhNEgxOKx76v8wRTX91Isi2wIx/rVVeBvartwUitpn3t401N31VWtE2CbzybQPffVKNMNGEmCHrScBPavBuOQmgTDA99thjztMvXShgz6PM/JdNBmKOH/G+9dBcY6h2TH5vCr0ghI5u2mZW7xpuXm6e4Tw2M28l/Sd4fJ40/B2zd/9N5sudI2y+Q19OYI+tht3sBplLW6bkNGlKKPI4myOY9pE/EU/SPQMnGMR9vuc+D1v6FhX23X/7t3/L6tHI/Z5q7+kMj03yVhP1wsQh5xTv0bPOOqvPFCZEXHz88ccurx39Jta75JJLXFv+8Ic/xBaVxH2EtuGBS1gpQns+EU+XX36585gtRMhpOsZR38Mjevbgz8zeNmULoid/t9kJAgrfvGsjnr7aRT58mQiIQPkR6DQ/3fcRM75xs/td1zYMtPc/W92i3ebxtM+b7f3wN1+eaZqLINASwUHua66zPFeylZMA6nstlXw+dGwikJEAg4277ror4+fV8MEXtpO3T78NZpINEdjbFkIimTvi51A7K77dhssxEx5V/IQfHWseXlSqZKaEYCOo88hmhHbj6ZLUAcIpp5zivEziEEAREeOcRMDjkPQJeBNTDT1o8Ict3lNRjG1zA8ebl1D/VPEToenss892oahR9xGlXZnWmTlzZqaPiv4+nbzhZ/4fpu7Vz82g9rVmT02Tqalrct6z+CQOq91iuhoGmxU7ok2kFP2AErzDo48+2vDgGiKrDAIIZffee2+PAn35HNlY623NhANiYjAdhavS27bHhcTva+/7CI25GtsdZAWjre39A+InW6lxE6ZMnI5u3GYF0HBbHmM9VKmgPby+xXkOddrtfB2qv9688NwWs2jRIhdSyHWZCdUoxvWa/h7rMxBNN3mWbruIgjyyWbowR3JUc58ieihVyEaQJ5yeyVK2zUQp7WHSkfbRX6K4VWqfifUogEc+T+5TqfenbG3M9tmKFSu6P8bzlnZREDKq+ZQoUdcv1np4Ky/ZNtV80TDafl+bTUNtpy2A1GQnB0aa1q5vKoIXqz3ajwiIQDwE5lmnnlH1zU783GYLndkblRM+jenvijUNsWkuThn5trl3/THx7DDLVrhOkzaMB9dtJvTmzp1bNV6hWdCU9CMJoCXFr52XmgCd1Go3Bkh/tSHuhAYQKkduJIoYrGsb7sRP8nnJ4iWANySDmaQaYZepObyiFgGKU/wM8mJgSYEI0g94e/TRR/PyusXzZdasWW5zwbyuvIHn5xVXXOE8ka677jo3gEUkLbYxOEVsJG8e3n9Jspoxh5umSSea+rXPmRE7NpjmViQRW0XTepfv3FNjVjcPMK9tVU61qOeMlBQUiiPXp6yyCDz33HOxiZ+QwZOyqbbd5rOzg78U+7rKtRUx7TJRrMEWPKqzKS18td/gNhCVam3xi3q7TBhjIDpnyHI7+brR7OpscBW4WXdCvy1WDG133uR44yEYIgiedNJJLrdamG0HlyH1jg/JRmgcNGiQi3Bg0owijvy2CL2fM2dOdzQQ6xMZhNcO0UCphpcxhYVIRYLIiZCJpyf3kWzRH0xckNYAL07utUGBlW2m3nuD+2W72bYdXDbKa4RPBulEQkQtaMgxYRwjgm5cQm2U4wmzzgab65GHTAREoDII7GfD8BvthAYe3UQ+BK3VRkQMrG8zE/v1jO4KLlOo10zEvfDCC67oLv13UpBwP5IVn4AE0OIz1x4TQICcfnfeeWevStYJaFpJmsCAaPHWGc5jZGh9qx3a1LhqroQCyQpDIJhXsjB7yLxVBnoMumgDAy7C64KCLDdkQswp6MRy5Bc844wznCcOIXlhK7wyAGKAiFjJQDNu++ijj5wg+eqrr7q8oAii+VjQu4i8PQwAaTsePnjF+jBM/ibJ+Ysvvth9XFEF4lzbS9EnHogBeO6QZzdJYTUtM39mOrftMO3rnzH9bT41WxLL5lzqb73Ih5nHNh1udnSps5frOUes4Td41FFHdX8Hc92Glk8mAcQsrqlxRwNQ0LDLTjogVKYaBYu4x3cECr+kLpPtb0TVtj0NZrAVUIkYCdoA+5tn0IknXRibOnCNwQN0m71GUEHeW4v12tnXhthP6mevwTvHmla7T4RB7klc76dMmeI89QkLD5MnNCgqEtkQjG7g3kQFYa6nRG+QCiXoIbpgwQKXkoDrLsbvkXso98TPP//cPPTQQ+78BffhjyP1mXsHYeZvvPFG6kfu7zDbSLtijG8ySI8jwoH+RdLFzxixaVMiIAIJIVBv73E24N1OTNX0ahEh8Fi6e+PXnxT+f7z8EUK5l5HHn368T8NX+L1rDxCQAKrvQVUSYIaajqvsGwJ4fWom/BsexXpFQR/vmZK6T26IfI4gyWsGTwxMGFh4L4vUdcL8zfbwQmXbCJ1slwEZA0A8HSliwHszZsxwIeUM2BBCTzjhBLNkyZIwu3DCKuF0eICmhgCG2kCIhRAPyK8WFG9DrNZrEQa7CJ7kFvXGe2yf9vMgL9/111/vP3bhjUFRt1DH2L3DNC/wSiKs86KLLnLCGO1FDMWbqWRWP8Dc/OEUU7O1wxBiW29n4Te0DbUixjgruvSciS9ZGxO+Y36fePri3Tx8+HBVdU/4+YrSPELeSb9TqJzYG9sHO+9PPClbbEX2YJXrUbY4EiHmwdD4XI6BlDgUhxlWv8OF0pNPjf4Dnt5jbSjxWjvZQfXfMEZ1+gF1u23ESc/QdnxMmTgh3+iI+u1OAGV7eIe2NG8xS5cu7a7KTkj4+eef7+5VmfZJoSIiBPoS9pjwIhXBhRde2D0gxSPyu9/9rrtPc1/g3sjk20033ZSzcM09I9+JukzHmMT3mQQt5WRvEpmoTSIgAoUlsM72OacPsNdqW/yozUYWBK1fnXX+sJN/SXDwYWxByhBSnhB9RgQCEV6ywhOQAFp4xtpDAgkg6HCxofKlOmcJPEFV0iS8L8ljiYDHgBgPQ8QPxEZEUURKhE68/Rg4xeVlSDEqb4TsIXji0UjBCTxqaAsTBMxSsk/axPu0gbaFMTxZGKQW0mhXvuIn7WOwm66KL9v3FgyJRywmn08SDOGVKuze8Eq99NJLXZ44/14xn70QvG73cMNDlp0AggpiJ3kJCTul88v9KYxXW/Yt69OkEqDP8Ze//KWg3nFUuv3CVmOnuOE+/Tea5vYBVgStcV6biJWr2kaZz1rHRkLERAapcRpt4aKxjVvM5AHr7SSXsduvs795O9nROt6strnDw5jzwrHr0qZUw0u1xobT47E62RZrZEJlUN1OF9KIePvxjglmS9cg57V58803m3POOcdNGqT77fD7+ru/+ztXnCeT96XfP5NK9913n7uO+veIBiBNAYIeIe4MXGXZCeAhizF5KBMBERCBYhF4aetMm1rlUzOsYbtL9ULYO56f/evaDSlcmAB8acv0YjWnz/0wjsG5hAfRDThjEGUgKxwBCaCFY6stJ5gAHeTzzjvP5VNjxp8k+3GHoCX48NW0hBBALLr99tvdoArxs7W11YXiZWqeF5cyfR7lfQbjfP95YAgy+VSAjdKGKOsgWNJB4Pebrz3//PNO4E2tpo0wCheEUPK8YYjAzz77bL67LNj6CM+33nqroUASIdOIa8U0PHLXr19fzF0mel++qIlv5OTJk11aCPJ48tvDW1ehT55OdTzjaZ8aGkweSu4BTDrFZe+0THLC4r5d690gkLBAvF6I9Hhz22Sbw7OnZ0wu+91sPUxfsmlzpg5Y41LnOM/MzgHmS1tUMaz3J/trtiH05B8fYHOP9yw8Y6ulW+/PDbsHO+GT/OQUVkIUrbVHNc4Kr6Mbml0Rm7V2ooUJQ6575Nc899xz0w4e+Z0hYIYxRFDut6R7wduTHKSZIjXCbK8al9lrr71cPlFCPenbyERABESgGARa7L3o4Y1zzHmjX7dRBDvNkPqv810zCbjdRkS83DzDLN85sRhNyXkfjGl4MBHOpF6x+/A5N7hMV5AAWqYnTs2OhwAeeNOnT3cPBh6vv/66CwWWV2g8fLWV7ATwpsTbEkvK4KocxE94Ef7NYJfJjHyFYSY/KJJx7bXX9ggfR7yiAxI0QlaTkKct2KZ0r/HyJbfgJZdc4rxBww78020rl/eC3sW5rFdpy/K9JLcT3tWIXeQYpEMb9CSutGPW8YQjQAi1N64xp59+ukEYJx8YXoZxGZ6ab1tPTTw9R1pPGDwpfeh7Oo/LXPfLQPKtlvy8VFZYL1XEzHG2aj1iJ7lDEWpHWbGTIkttexptjtBm+3eLWbVreLdoO9SG3+/Vb5PLN7ppy2Aron49nEFoe+2119IKoHhtMkETxhh0ck8mzL1c7olhjqtYy5Anlf4NhZ4kfhaLuvYjAiLgCbzVMsWst6HwJ498x6VmoTgf6Vrw/Pyw9ZviqX75pD0z+fbAAw84Zy2KnsriJVBjB454BctKRABPGXWuSgQ/w27JEcWMddiOcobN6G0REIEyIzB37lxz4oknZm01g7kbbrihT9GVbTEA5BaL+Eh485tvvmlWrlyZdfuF+JA8knjMMiglzUFQgIlzfxQW+c///M+qTiuC8Ek6ieOPP97l2I2Tr7YVngCTmwjOGOFlcXpWhm9F5iUJo2YiBeGT7wwh1oTFZw+t7jLDrfBnrBdkEvKXZT663D6ZMXClmTZgpRNpm2zIPvlK8eBZ0zbcvZ4+cJXZuHuQ2dnV1GPDeIXu6mp0BRxX2pB+b0QxXHPNNe6a69/jmbQlTz/9dPCt7tesQx5orpVcJ8krihcOofCy3AjA7+yzz3bFoSR+5sZOS4uACIhAkAB9mauvvtqNI3CYIVLNF2QNLpeE1+TLxjEFQ8AttLNIPt6x8gBNwjdGbUgUAX7AhFCRh+PBBx9MVNvUGBEQgcIRoChUX8bNncr25E7NZIccckgvIXXLli3mlVdeybRKQd9n3z5nKd5RVLQnB3LcxoRetXvPn3zyyU5IiZuttldZBEiBgPF74TeJ52c2f4S5Qz80Bw3+wgyuJQemMS1d/c3bNoz9r9umue2U83/LduxlCzINNns3bXRFjzpsSPwGm+Nzxc4x5tjhy1whi1Txk+MlrxsFLSiiFDScChYuXOgKFwXfz1ZwinWYwDn00EPdKgjR8mYP0uv5elh9sxnesMOs3Dna2Kx63R8SUUX/mfz6Ej+7seiFCIiACEQigIiIJ33QGIegVUycONFFFTFhR8oRWXgCEkDDs9KSVUaAHHokJF61alWVHbkOVwSqjwBeWAibYWzBggUGURGvLW/kCSVMBe+/VHGRwfX999/vZkT98qV6prAWEztc1xBC4wyNzybglOp4i7lfZqNJXi8TgTAEuC48/PDDfQptZ4x6wxw0cIUt6NDqcmCy7VGmxQyr2+6KPDy56bAwu0v0Mhts8SQeqdbeVW86rEdogy245MPc/TKNtZ3uM0LlUw22eP6SwxlPfFJRMKmdLbIHD31yf+INmjSP4dTjK9XfJwx725wy8l3T3+ZspUAVaRbW7h5m/mfF6Wbo+Clm3rx5Lkc2LGUiIAIiIALxE2ByiceaNWu6Nz579myXToexjKxvAgqB75tRQZdQCHxB8ea8cQbwCAPvvvuuEysIh09KbsacD0YriIAIhCJAh4HQ96OPPjrU8n4hOiCsmy0chevHnXfemcgiazNmzDAXXHCBP5y8n7l+PvTQQ+b999/Pe1vltgGK2JBDlhDaUhjsEXoQb/IVtfF+++yzz1x+4n322adXKHEpji/XfSY9BB6BjpD3viZY97PVzy8Y/YoZ1bTdhoEPtDkvv84fSnX3ETav58bdQ8w9649xxYdyZVQOy+8/YLWt5rvcCW6ExPvcpY017TYH6GbzVdto88ymg2wBpX49DoeJCERMckVjTE5dY8Pi4f3oo48mYjKqR4PL4I/zRr9qjhv2vqmzOVq9cf/rsteenZb/DZu+b9ZtafMf6VkEREAERKCIBEipc8IJJ5SscJJC4It4srWrKiewx3bE9nQaU/tNCE6uRHAvf/nll11IKx1mBibp7LLLLnP5oAqd0yLdvvWeCIhAYQjg9YlH5+DBg3Pegc91k25FxCi8YF588cU+8vqlW7s47xHGj3AW14wx20FUrUYB9NRTTy2Z+El6A75nu3fvNgh/5J896qij3Otcv0l4zd14442uaBPrck6ZHMDjmZxOdHBPO+00g+Ari05g6dKlfYqfbH26zY85uH6naW7v1y1+8j65L7d39HOfzRz4VcUKoJ/bMPgJTZttJfj1Zt/+G+0xNzkBbmBdm1lnPQ8/aR3fS/wkByXe+V9++SWonK1evdr87ne/M6QnyZ5n1a+h5yCBAabVHDNsmWNPCoZOm6YAq7F98DrrcNS/dpe5bNA95tdbehYNdAvpPxEQAREQgYIT+Pzzz82KFSucMweTgNwLZekJ9I4bSb+c3hWBRBGoa11tGje8Ymq3f2E7YJ2mq98o0z7iUNM+3OZvsgO2MEYn2AsUiBXZjEEggz8uKOSFUnhUNlr6TASST6C+vt6cdNJJrihQvh5zqUeLWHTHHXc40Sj1syT9TchMXOKnPy4Kh1ST8T1CcDz44IOLfthEKFDU5aOPPureNxN0iKFvvfWWK0QyadIk5xlKTj7Ebv7Gu5NQYO57CP8Ip2PGjHH3NTrQ/O2NdZ599ln/p6F4D/kr+e7IcidAEYN7773XZMtHGdzq4LpdTnRq6+zdXW/b02D61ex2eTOD61TS6w4b3v5a8zSz0+b7HNe0xQptu21l+FqzHvFz53iz3AqgQeNaTjqSoPjpP9+0aVOP77J/X899Ezh9zFs2DcHXzgFe/GQtW+LPiqFdpr7WmInWI1cmAiIgAiJQOgL02ag3QB8QBw88QrM5a5SupaXdc+8eVWnbo72LQJ8E6rZ9Yvp/9aCpb1luajpareBZZ/Y07zF121eYup1rzK6JZ2bdRktLixsAMkjkdRjjgvLMM8+EWVTLiIAIlAEBcpXNmTOnIC194403Ei9+jhgxwlCwJ26rpiJIAwcONOecc47Zb7/94sbY5/ZIrXDzzTdnLDTC57fddpuZP3++2bx5c595JhE+w1o+lTfD7qNSl3vkkUdCeX7642+1np5URW+stTkwu3pGujTavJhd9rN0BYL8+sV8tsHQZlRDiy1K1Gbzdda58PzdVqQNY6NGjXLXzHQROHi7UuxpUN1O6/G6y3R01ZqtHQN75QRlP1x/mKyWxUtgdEOz3SC+n70NEdT6hJo6+5CJgAiIgAiUngDRPIigTAqefvrppW9QwlogATRhJ0TN6YNA5y7Tb/UTpn7r+9brc6zpHDLdrVDTscM0WGHU1NSajkGTTcfQGb02hFv4Cy+84DrHCoHqhUdviEBVECBEmLyGhSxWg7hYaCOUE6++oLde2H1S7f66665z+SLDrhN2OWacyaFcyUIoFTcpqHL44YdHCjMPyzLTcty/7r777oziZ3A9PAHSiUrBZXJ9TcoYxHPC4WXhCPB7YGLkiy++CLfC35YixPuAAStdxe22tgbTYb7utlMUCDFwc/sg88mOnl6QOe0gpoWH1283hwz+3Ixs2GaarFiLaNvSOcB8vGOCWW49Nfsyctf+4he/MHhpImAi4PM9p8gDHstMQm/v7O8efW1Ln8dPYFvHgCwbJSco8jdCqEwEREAERCApBKhVIOtNQAJobyZ6J8EE6rfZCp2tq8ye+kGms/+47pbuqR/ohE8+q9/6QS8BdNeuXW7AqPyd3cj0QgSqkgDXAArV5JPDkMIaDNRHjhxpEDt59kZYMQIZocZMuhTCEHDPOussJ8AtXLgwdDgtbeHYWRfBoRA2depUV13+ySefLMTmS7pNwsUR/mbOnFmydiB449lJjsMwFrf4yT7JHctj//33N+eff35JROAwx56kZfDEeOqpp3Ju0oc79jazbI7PhppVZmy/FrO78+vfLRXQm20OUMTFT3ZOyHm76VYYUddsjhq23Iqt201rZ5N5q2WyWbFrbLpFe7yHZ+ZRQz82e/fb4DxS8VptrG03+zasM/1stfAuK459tvOb/lqPlf/2B2lD8FQZPXq0ewSXQQxduXKlE0UZzDU2NrrrGAWNlixZElxUrwtE4LnNs8ycoZ+aelsAqc6eUQTur22P/W7usQK1MZvac8+jXaDmarMiIAIiUNUEhg0bZoisOOWUU6qaQ6aDlwCaiYzeTySB2vatLuy9q7G350lXwxAbFv+Jqd29NW3bK9kjKe0B600REIG0BIKCZdoFsrxJ8ZLHH3+8xxJ4VCIs+vBLQk8KaeS3I2R5sq34ePXVV5ubbropVNgnbbziiisMHaNCGp2uSjLyJx122GHOa7h///4lPTTEd7zikmC0BSH0oIMOSkJzEt2GHTt2RG7f/euPNCePfNfMGLjK5vxsc9vZ2N5klllx9NnNubFn4oMcmUwKT5w40eV9xdNy/sDXzPxhH7piNrUIWla0PGzIZ+ZD68F529oTsrZ9mq3UPrZxixVNG60INqR72W21A8xEm7fzANvur3bZPO02n2cmY+KENm3YsMFVsCW3LimKSN+AKJpu0gHvZllxCKxtH2U+st+FA2xRrvoaW3f0b+HuBMXz2G09k/+y6tjiNEZ7EQEREAERyEiA3P5XXXWVonQyEjJ/i6XJsoA+EoEkEdhT19/sqW00NZ1fDwKCbavparOf2XxT9b0HqHT4zz33XINXUj4DkeD+9FoERKC8CNApIF8joctR7O2333YFZlLXxUOJRzENIZbCNeShPOOMM8wtt9yScfcsQ9EahKpCi580Ag9YCgMRol8OBeMQOBFgeEa8RVz2Xmewu+yyy8zYsX17wmU8ATF+sNdeexlE2EKL7GGbHHcRrbD7LZfl8MBFsOa3SkVWiiDlarbEjHlq02zz4pZZZnwjhWZqzOrdw81u62mZi+H1zrVixowZbrLGe4Hv+fBWM+g9K37WtJrOrhorVNbawkt7XM7NWQO/NBeNedncu35exl2Nbmw2A+t3m89aR/dYps3mLN1uPUnxEB1hc4Ous23OZHh13nDDDS5dA4InhRsoFsWkEt+xadOmmdNOO61HVVvf/kzbrPT3STswuf86M7TBiut7aswWmxf1s9ZxZptNPVAI+/9WnW6+O+FpM9N+J+qsJ2iNlT677H537ulnbll9nFnVPqYQu9U2RUAEEkCg1np+K81FfieCiXTGEcHIHPSJcePGmdWrV0dKaRVsEVEUFOTkoRRFQTK9X9fYvDrps1r3XlbvFIDA+vXre/wQCrCLitpkbdtmM+CT35sGmwO0fcgMGwr/N7GTKpTbPjZ7rGforn3ON7tHz0173HSmqVK8ePFid7FJu5DeFAERqGgCFHE5/vjjXTVrcoKGsddffz1SCGuYbUddBi8pxAKOB3GFwm7pjHyViHjFNjzLfvOb3zjPrmLvO+z+EFfOO++8tB5mdI+SKPCRZgEv5HfeeSfsYRZsOXLpnnrqqQXbftQN87v2nsiIxaUQ4vFmvOOOO0IXW4x6rGHW41pB3l+8wHvZPceZEXtWOQ/NnQFRtd56+Q2qb7MFhwaYf/vifFuJvffkMoPiM0a9YcPfN5oVO3sLYAifFGp6aetMs7Its2c4AmgwnzEDudSoHSYo9t57byeGck3DE/6+++7rdThJf2NC4yYzpqnZNLcPMJ/vyp4aINOxkG7g0MErbNGpZlt0arcLQW/tajIbdg8xS1ummjVtac5zpo3l+P4A02rmDv/QDLTFrpZbwfWD1sk5bkGLi4AIlAOBept1ev7wZWbqgLX2977T3iMazMpdI8yiLTPthItSXuRyDg888EDniPX/s/fmwW1dV/7nIQju+ypqp/bFsiVv8m4rlvctdrwkjpO0k3SSTvd0qrr7r5ma6ZrqqqmZmurqqume/nWS6U6c7sTxkrSXOHa8y7slWbJWy9pXLuK+AwRBcM7nUo8CQYAASIAEwHtKFIC33nse8N693/M934OMC5kNjC15LpORxivPu2effdYE4OM5LtvC9nSOA6A6WwboynMaQ8s72bKD0ynIGTkfZba8Z89rPTCJBwJ5leKrvsakwef0HJJArqZyZrklS4HREU2B95etlaGqKyIegUE1umWABjCmYq0CH/GAdoX1gPXArHuAB248Qt8wsgAmGHRce+21cvPNN0ftw+effx51m5neACCMvvBHX2AxArpwXwsGDzZt2jTTTTPng3EG8/65556blfNHOymanrQPxmo4S0Xwk3ZyrY8cORKuyTO+rF61bq2F98Cnn36aMmOMzZs3hwU/s7ytkjfcIS6VFvVoCnuw+anrrQy/vKwhWV/YILsUWAs1GEH9BhjNMrqfvnGV6kcMSNamoFzf8OSTMsBPGJ0wY/jdBd+/nHNyjz98+LD5YxnfPX4L3AfTwerzz8tXa7ebQlFoaTqFot5s3yif966IuQswai8rPqXyAm3SqUWwmgbLlY0pUq5M0CX57QZw7hy6VLxBYHbMB49hwwEplLc7I4+zYziE3cR6wHogxT0A+PlY3UdSn98ixTleE2Rx6Y2mOqdL7z3t8kLLddI8Cas/md2DfU7mQZl7tMAP98G2IPmVZJ57KscG/HQqsTNfcUDC4GM5GthkIMVjZASRYTLb8kzxtDkVtrUAaCpcBduGuDzgm3eLChDlyEjbDgU+2zX1Z1hGSlfLcNlq8S64U9Pg86IejzRQCoEAglizHrAeSF8PMFkmPTneQQM9ZuL84YcfmiIupGxPZkQzU9noC4woNEFJ2z527JhJtSF1lMrss2XolHKNUjHZBA3ESODnbPkr1vMuWLDAVMeOdftkbAfzk4CitfAeYEKTKkbQN9T4TX70zhuyVTNoIqeCZenvVwvdaGX3SHZG9T1rcrs0Pb9LJ8TlQuo7zNCa3F4D8rUOlSmLtCjS7mPLYXdyr2ByePDgwbHlkd4kq8hcpPNNZ/nC3Fb59vxtUuruN/ICBlh2jSh7c1AerNmu/hoJCzCHOyds20otVEVl9u4L1dm5foAAFCiqUNbtIgUoKJCVTOMaL1LAtUrPByDRq0A4Wq/JAl4T2ZeS7AG5q2q3LC5o0yJOwwag39tTLx92X5LI09hjWQ+krQdurjyo4Od5wzBvHSwxGQL85is00FKnms93VH0u/9l064z3r9DllStVn7pWnzfcP7n39WuArWmwUgNJy83zZ8YbFeGEBNkffvhhYbwWi0HGIBhI0cRYbYvKxVjwM1ZvXdzOAqAXfWHfpYsHdIDsq71BfJVXSLanUbICQxLIr1Y2aJVke5slq/+cpsbnS6BwodELjdQtJuYAAzAK4rVw6VnxHiNVt2cgW+L2mIE0DxXfJIULUrUPtl1zxwP33HOP0ZqcTo8/+OADIUILiBg2RVQPDlB2+vTp6Zwm6fsycCItmqqPGzduNH9JP2mUE8DqSlUAdCqgeZTuzthqqq8j5UJ695IlSwxjjmtPtezJrNLdK+uLz0i5Mieo1k0K65kYKn0HH5MUKwbd6FlZC+8BAitofaWK7dq1Sy65ZDy4Q1X6z/aclhuWqU6nDGpxm2Hxj4xWmafdysMUtysgnqEcOe2ZCKA6fTvpmWdAMBURlbq8LgN+6jBNev0F0uCtkb1aTZ6jRTMH0OT7RRAnk/Ta76/9zICf+KHLT5B+FBxnAl+s463bqvYqAIqfLvo/kr9K3F7Jd/nkvDI/Qw2mLeBosW6TTAOEuKrsmAFCirO9BiT3KoN4RUGzASHOKxCeqrYgt03+bOE2KcvuU2BfGcfa0BplOqOvu7KoSZ5qvC1Vm27bZT0wYx5YVdgkJTmDct5bolzQUbgIxn/7UJH+7nsUgOxWJmirNAxGfjYkurHZ+ozaXHbUaB/zniCQ+f2qFAj3IZcy6z/pWquz2OjPm0S3Lfh4jMnQ3SdAjLxLrMa2zGnQ8Dx//rx5BjKum6zGwIkTJ8y5Yj2H3W7UAxYAtd+E9PWA6n8Ol4ymDbk8LVJ48tfi6j0lLn+/AT4DBbXim3eTDFVsDNtHJuVEZhh0M2lsb283Nxxe0dJAYwowBB079P+c4gUse+yxx+SFF14QNFwzyUhroMpnmUbHqQRLJL9hsEoO9i020b9M6qvtS/p7ABCG1I8dO3ZMqzMAn//yL/9ijkGRpIceekhI3w62+++/X/793/99Uj1L0jG5r2BEfLmvBIudBx8vWe+/+OILqa+vN+nwyTpHvMeFfcZgLtXsmmuuSbUmxdweQKKtW7eObf/iiy9GBT83lx6Wa8sPS6ne33NIwdXJzOXFJ+SoZ6G80nqVwl2joMzYQcO84Tt+3333GR3GMKvtIvUA+qwUKUslYzzjGPckCkI6sh5f9i+Sq0qP6gRyUNPgczTomW1Yimg8DgVc0jRUJU2+Kmf3Ca9MNj/rWWlSEGEeohXnU624Vl+ZHB2YHzcjkGrw3EdDdUEnnDhNFqi6qQGG3TqmCgY/af6AFokijRNG4hrV2Ts8sDBqr/yqqYquKpN9Q38K2oPiRPyOSa9PlhEkh4EF2Ml7mKeURCpVILe+oEXPPiLvdV1iWFnJasN0jvv1+R9JpbtHv2PKHFMwGgg0N8tvmG4rCxrl9srP5c2Oy6dzCruv9UBae4AAS4FrUIviaabUhHrZLmVZus1vpkqDLTMJgC5R9jvsU+4757w8k0bH290abFusbPQFGsSoy+s0bNDZugBO4cxY6wuEayfFLvnDkOlifEdWVzhjvG8tfg9YADR+n9k9UsgDCAk3njggm9w7JcdzRAY9/eLLKpTighzJ7T8tLl+XaW0kEJSV3Dyi3UDQz0JbD3B02bJlJkXre9/7nkmfhemRCcbAdZNOhmFwDAVUi0uHsfNc3coUUjaBTmg+6Vqjy6KzEzLBF7YPqe8B0iVLS0vll7/8ZUIbSzT1P//zP01wpLKycuzY6GoyMXfM0Z4jIIL2JoMVQM/gyouw80gzhWn4yiuvzAgYSqDm1VdflR//+Mcmtd9p72y+Ur0ZHdBg/81mezg3bLgbb7xxtpuRkPPzPQP4nszWamDrxvJDUq1pyYBcVOcm9bMqFxbUafFo2jKVxsMZYCsyEwjOAxozwLc26gF8v3//fqPJin/IDkkl8BMgEaCcYlUYQZmXX355XFGol1o2m3TCxcrmyc8ekgIZ0uml6DjAbUDN3zbeZPad7D9AUJig/CXCuG8GF0VKxDFn6xgV+htzqVSTYgnq14nApANmlulYKxZr85Vounm+Yd02atqnw3YCFID9OaqHl7wCJfM09XSeghCArRREcUCIVl+OBDQdvlqZYVSnP9C3NJbuzOg26wvPSJWCnwT4e/z5Y9djcCRXAsMuA4JuLD1tAdAZvSr2ZKnmAZ/e+wmiZOvtikyA0PsWv322CdWNTnY/kNuA3Y6utHPfGT1nlnRoIAZ2PNuQDj9bRuYC+t833RT9uRlLGwkEPvrooyYDjUrxFHImswqGKdXjI2WtxXLsubyNBUDn8tVP874z0f+P//gP2ZB/WCpLTkuWqvg3eZiYeQxz4NLVi6W856jknn9fK8av1cyi8YyueLrPzYYbDVVlP/vsM5N2CBCaKZarRQ7WFZ2V+Ro5Oz9YpqmRo75C74Vli1Rsf1lhuaZLxqZjkil+sf1IPQ8AegLCrF+/Xv7t3/4t7gbGIl9BsIPf+R133GGOz2Qc8I6IrlPVENYoICjtQLfHYX4GN8jR5QFsQwsIEHAmJvXcG0l5JXKcCgY4DGseYDlVrLOzM1WatWg3MQAAQABJREFUMu12AFDyXQOMi2RXlx5T7a4+rTydL/2B0WrebM0EpjZf0+IVIP2oc53e+y8WqwHoRE5h7dq1ZsAd6dhzdTn3hJ/+9KdjfkeDNx6ryukxrJUiTd0bUtYljMkzmjKeSPYeUhgEcCkq9NJLL4UFygls/vTcHbK18oDKI5yVQmX+wPA5pWDm6x1XzPgkNx4fpsO2nb5iEzyGqxQOTIDJGdAARLtO4GOxc6qz2aRV4AuUgQnrqUfZTxhMUsZujcrWbU5iFfhy1TEldZ8q9uNBCJEuXba4oF0D5/2mTan23yJt26jUAzzV8WD0kMo9qcCWFLu4Mw7rnw34p9r1s+2ZGQ/AIof1D5iIXE6n/+K9CWZorkpHtOhvfTJplGS0lHslgR40lEPNBJJ0HeDsbFs0KaJ428f8ov4CWev666+Pd3e7fRgPWAA0jFPsovTwANqdgBG1pSqErAOWk57asYYDMuw6cFyWlnpkuPkTOdtQI2uuuU+Kiy/exMc2jvAGdml3d7dJsWUiCAjyxz/+cUyc/5NPPomwZ/otRsulNLvfsIIc8JNe8BBs0UnZgnxNK9CovwVA0+/apnuL0dL56le/aiQoKI4BAMpgoLm5OW4wkfT2r33tayb9E12dySw4ZTQScAAIig4jrM9oldbpB6nDMEFnAgSlbalkFJ7junEfTQUDNMwUw68UJHrvvfcMUEnAjj9kHJBpGR7sVWZYt0lrdsBPp+9Dmt42OOw26W5LtCDI4YHFgmQB31cG2vE8M51jzoXXhoYGefbZZ6fMaoaRu6bwnGHs5bmGDOiJnhnBxp09q+JOGw/ncxjpsFJhjaBHOjlLOFve7tho/sIdyy6bugd8kmtASYDuEgUOe5V9PQq+BVQuwKf3RHRBi+S4SlHEYozLPtPvCMA1TEwAawzdzUZfpezpWabHnwgQxHLsxG0z2+cP3xM0bvEN/080BVe02aOqoBb8nOgfu2QueeADDYiSbs49BtY3QTFkPHK1IB5sy8+6V2q4IHZ9y0T4Dl1ppNlgetKGYKN2BZksbDPbxvgAIoIdP832lYh8fguARvaNXZPiHoB9BUORaC7p2uEGfH0evwwPdMiB0zvlREe2oZFH6xZMid///vdy9OhRsymMMajmAC7c1DLRSHtDDN6nD49QIyru1ohavk7SrFkPzKQHKEwEsAO7DQZlsJGSC6BJyjoAEIANjKxwWpPcK2BDkvLM7/muu+4ywADboqvDQMUxWN6s53iORSuUFmuxDph0AG9PP/20c+ikvaZaWgwDwRtuuMHIhiSt0zEemO8Tmq6ZZPxW+As19B737NgmrhOvKtASunb0M3wJJv5bbrpe7r/06ykjnRC+tbO/lDEChdOmKukwP69D1hZqxkV+l7QNFsv54TIzjqnRwhKkDlN4cHv3mil3tL6+3hR4ROcT8NPa7HvgRZUZ+PMFbxoWdplO3gMKepKGDZOJ6ul/bLsyrkZ6FAT4WIt9wCKG+YmR+h7M1JrsgN+Z/46s1oI/2arw59P0793dS+WlttiYRYC1/QriUg2aVPxgFmhZzoBZ13WhOv1kbZiNdQf7FsmWigOSp6QJhJ6CZZ0KCUQEsozsw2y0zZ7TeiCVPHDeVyEvqzb47VX7jGwEc0Tvhd/HTgU/d/SsnvHmnlX2+3JlvqMFyj202xRBGjH3ogINJp1XItSoNuiMN23cCSE5/PznPzeEC57H1lLPAxYATb1rYlsUoweY7B06dEgGug4Y+LO8OF/6vH5Tydk5BGk6bUOlRmi+RBkxsdgf/vCHMfCT7ZnskE6ayUYaJHpfMFFCjfR4ouYMuK1ZD8ykB+69996IqbeAnt/4xjdMlUQATthuTPafeuqpCU28++67jXYvxUlgRlJREU1PXtESZf2pU6cMyHrVVVeZ1PbggwCewvQMNs5HG2CkhgOegrcNfk81eVLiDx48GLw44e8p5JZqhlRAU1OT0TCarbYBgD/55JNzRscSJuiV122VksAzktv+mdQWFUi/z2V+BwEFR3Oys7TSa5YMFy+U7DVbVMNvYhBsRq7ViMKwAZ9mnaY2M/fdd98144HpsLiXqd42YKeRm1EgCfOp3hp6jrBwYd2UaQpxtwJN8RgyPZdeeqnR+yQwlCps63j6kKnbtio78z8abpMH523Xysmqnwn4phP4dn+JvKbg59EYih+F8027jm/5i9WKpU/+l5X/bRjfJgFcAx8FIz7ZUnlQ0L78hxOPRz0UTNMWBUdgYdGXDq0KDSu1RLXii92DRsYhUVqwURsT5wbnlSF7dKBOJT/OSqlWuB4czta2Zxk9ZADpPgWj32kPXzg1zlPZza0H0t4DZ7zz5JcNW01xM/SFB3SueEJBRm+QVM5MdpLf597eZYbfXq3P0Iqc0ULE/RqIOavyMZ/3rjAF+GayTZHORYB027ZtZrwZaRu7fPY8YAHQ2fO9PfM0PcDEDgDEe6xcylrflGUj3dKXu1iOHD8j3V2dRruECFHXSJXkVC6TW265JeoZYYQlG5iI2ohZ2IA0d6L6ywvPS/GwxwwCaUa2smvn5XUbZkFjEjWlZqHL9pQp7gHS3QGrollwQRZSPpctW2aKDgFO1mvkFdYhGpS//vWvw1bJBvgk3R2maSTj3gHQ+dZbbxnZDdoGgzA4TT54X9hhsEZhk9ImQFWnL7TrgQceMCy7PXv2BO+WsPewYwFDUtGQAfjFL35hAOjZaB+alqnGjp0JP/gX3Sm5ngYp8TZLUUmNBNxaJCAwKNme8zLirhD/PNWJLBqtOjoT7XHOkTXYKXmtH4m797iWm/XKSG6p+MvXy2C16tdOQ7fbOX6iXgE80QVOhPQN4CYFqKgAHmxksfRqYZZCZbJQUTtWAJR7E0WO0Prk/oJxH4Q1T6DHWmp4oGWoQn5+7i4pUKBwnjI3OxU47B4en8aZ7Jb+3fJXTMo835MAlPALrHCXfq7QIkw/WfyS/PPZr07aDL6nu3qW63ctYMB6mKBZCh56FRw5peDI7t7lKVsBno493XSjfGfB+4ZJlqtBf7c6YViD/N3623tLZSAOTxGM5thuZdReVnJKi4r1GNc2aKXqL/oXG4CY9dasB9LNAwQ3Tnjq9C81Wn5usNqw5gkklhqt4SwzRz2hmtUAoalkSBDxDA7NYEulNs7VtlgAdK5e+Qzqd/6K28Tl7pbh9j1S4jkhVyxySVehT5o7VW+uapPccOv/LNcVzIvaY1IFqdw2lwxBfgavBS6fSRsgzR2tl0pdRiGGvGy/GaSTdnBaB7bWrAdmwgMAjABlzmQ+nnMSFEG/F2DU0XkEuJxMlJziRsFGSjtMRdjfAAmsRwYDQJOILseioBGDGtLwV61aJTA7qdYIqxQAFGPwg+4echromDp6QPTrnnvuEYotJUNWw2G3AoykmnFdvvOd7xj/0f+ZMgBovlPxsHVnqm0zcR7P0kcku/+05DZpOvxgm7j1jyIfw3kVMlx+ifSu/euZaMa4c7i8Wsjl1LPi7j4sLl+3jLhyZGRYQdm+k+LqPyuepY/OOggKi5LiRmSG8NtOhF0s4AD6NApYOsdFzGdIFxO8jdUI3qxZs2bc5rDhLfg5ziUp88GjLKZT+jfTNi+3TZnFfea5CvgZLBvFZ0DQ+kLuC9GNYmkfdq6XRVqEqVILpcCeRHuPsSIafalsw6pb+MvG22RlQYNsKD6j8k4+w6L9VGUneocp7DQ1W5jXLvfU7JJqnY+MZlNliackR64sOy4vqQRCV1Ahmamdwe412x6Yn9uhbMjzZn50qH+hfl9mNoAx2/1PlfMTHNyjTNBUNzLOzp49a4qlpnpb51r7LAA61654JvY3y60TpYclt0ijrJ0HJcvXJcVVeVJfrFT42uslkFsRtddMcl5++WWTUh914wzZoEaLYmwoPm2KMORk+XXS5TaVaBsGqwzzk4mYZzDPDGiJiBMFtGY9kEwPMImnmFAkZmUs5wZcDE7/htW9Y8eOiLsCEpKS7hjAwW9/+1sZHBwtLEFBmG9961tmEIM2cHBaKYAILE7+YKTDLOT8ALgDA6O6bBz39OnTplr0rbfeaoBUB9j9+te/boAVR2+YbTkOwZhYDYCWfdAydYxz79y5U7Zu3eosSqlXikZxrWcKAMXfcxn8dC5+3/q/k9zqzZLXrMWSBtuVBVokvopN4l3ygIhr5kGL/MY3JEclbLr6BuVIsz5vvMpW1DT49XXHpEpBwOHCReKr2+I0f8Zf0f0G+Ez097RzqES8qgOKdmMwy5OMi1JNKz6rrDH0HGMxAj4EYUKN4I0164FgD1xXpoEGHdfpcHcc+Mk2gKE82/R/TQ8/razFpcG7hn3PmPCMpp3yl452TItO8ZcIK3R55f6anSoJMKpNOMruHlF5Ea8SDJrlq7U75L8at9hxdCKcPQvHKMnuk8fnfyiLctu1XoLf/F7uGcmRwwqCPtd8wzgt2Vlonj1linqAsXmqZmOlqMtmrFkWAJ0xV9sTJdUDCoL6aq43fxJQHUv9rEhEzKeEsYWe6FwxIvbXlB2RBToJ8yvTc1CLHxVqFXhErhsVAN3ds8KI6aMNaoHPufKtmL1+UpTmsssuSwpghz5oJCNV/JFHHjH6oWwD8PjCCy+MgZ8sA/wg9fX48ePjwE/WBRv7trVFZs+QQosGKQzSxx57zKTlw1B96KGH5P333x8r5gRouX//fvMXfPxI70+ePGlYqvQluAAU1Z9T2WjvTBkD0LnK/Az1sa/2Jg0M3hS6eMY/uzwthunZ190pu0+hPe08r7Pli6ZhuUGZWTndX4hv3i1xPcsT1RF+g4CfybCjA/NNpsViZc9RUZeCMhQarFKNtXYFPk95a2UgMD49Plw7YH6GAz/Zlt8XzPWhoYm63uGOZZdlvgeoNh+LBYYVIbUWlweuLjuqv1/NRNPxNHUHHOtXEkFdXo/U5XQYwsG+vtRnrTltt6+jHsjVWuc/WPS23rM7VLokYOZMBAoKtHjspcWnJH+BzzCKrb/mlgccskVlZaUhPJA1FkxeIOuI+QXrraWeByLPDFOvrbZF1gOxeUDT6OIxUlDnWur7uqJzOijrlB5NWUL707FSZaTU6UN+uTLY3u+sdhbbV+uBpHpgy5YthhmZjJPABgX8OnDgwLjDUyzkjjvuGAM/WUlqe3d397jt+AB4OdWKz6EH4zj//d//bRiJgBcAtDBD+XOMdHqKM1F8LRjUdNaHvsJEbW9vN+zThQsXGs3R9evXh26WUp9hgH7zm9+U1157TTo7O5PaNq6pYTfFERRLaoPswcU11C1Zfo909Jsa9OM8EtAAZpZbtbx8vZIVUF3Q7JlNF2YSE7vWZ8AUVAHMzNY04DZfieztq9egYmRGLamwu7RYA8UFKzQYCesT4KRJdbZPK5vuYN+Scf4I94FJFbqfkQw5DoIgpO9bsx7AAx9q1fgtVV8ob1NjCsr2DE6BB9BhQk9A/EtvPZtbi8MD83U8jYRUZ9B4enR3l/QO5StY5lN2aIdYADQOp6bIplur9kl1TpcJUvWoTqxDCnHrc6JEi34ty2+WtYVn5MuB6PftFOlSWjQDADFVMxmWaeYV84fgbDPmCRAl0P9nLoFs1nSy2dLiIqVxIy0AmsYXzzZ9+h6AHUG6Kzodc8XQO6p09+ggODAO/KT/Pf5Ck5ZX4e6VomxvyglKz5VrNJf6SZEiwMhkGuAiVdvRn+QVdtSSJRMHq5EGWwx2+vr6jLZoItrJsZ555hnD3LzzzjsnRIiZiCIFwB9puLBQAQl5JV0+tJ0OaAvIx8ALn6aD1dfXC0WJnn/++aQ2F0kAdF0dDdaknswePCYPjLgLjOZnTUWxnOxQzWmdTDpWUVEubn1O+bJzdZvIQKKzfaJfkayYjM3tnI+A4Vdrdsh8TYukcBGJxD7Nprii9IT8qe1yZXJGZjk3acX3Dk2FR1OOytlDgWxpVeYYy2Kx6667LupmgKDWrAccD7T7K6VdAfpqLcCE3ifPC7ieo7zQ0c+nPJG/s85x7OtEDyAtAIg8EpjIsmUNS7OVPWgt/TyworBZclUmLDQjzq8a2oMaxMpXJujGEguApt+Vja/FjB8pNAihItxYkuftunXrzF98R7Zbz4YHLAA6G16350wZD5A+StRmLhl6n6TbwT4JZ0O6nIEa21mzHkimB9auXStUWE+2MVgBaIxmAKOkpQezPVevXm3STNHyOXjwYLRDxLWe+w8MyCeeeCLifqRvB2sIcb9iv+3bt5sCSuiOUvQp2EipT5fIM2AtLPyPP/44uAsJfQ8TDvDbWup4YLhgvgQK66Sg/5RcuX6p7Nh/YqxxdYUeCeRocaaSFYrOhH9OjW2chDf81qNbQB5Q8HNZQZNOjoelT9PYA8qeK8weNDqA91R/Jk833zJp4ROkZyYDSSdrQywFjgguBGsDT3Y8u25mPZCbNaTFVFqlXGUPAM7Qgj3tqRFPDNIH02np/33yIfn7lc9JkctjmKAcC3AuoG1oVwD+/z1773QOP2f3JXDhUx39YmVzd4YUO+KeMBhwmwDHnHVQGnc8X4vBuvRHMqT391AbDrgkW2VM8k0ALHSt/YwHpsrkDA30z5Y3y8vLhYAjWVUQKKxlhgcsAJoZ19H2YooemIuTYgbYgyrenacPbVig6H6OVqwU8Q7nqGD7kLTpxCwWDbIput3uNsc9wIDiK1/5SspFSile9N3vftekqJN6DhjqpKaTlk50N9FawTA7OSbHx2gDzPTQyvTOV4YoM+nj/GFdXV2mwFLwYDHdmF9E1JMJgAJ+w6q1lkIeUGBzUPU9swY7pLDrS1lY0C2D/iyTKlqQPV+Gy1arVumNs9LgkpLoLMy1RY2yQJmfgJ/NPjT/RifHPDerNK2dv82qC/hG++UJ7wOF29BMjmbcv9LBDHPOwHDp0Nrpt7FCK7FfXXZMajStFnCMO9OA6q3X57fILtVfbx0qm/5JIhzBpxXQ/9dj35JHaj6QS0rOGQ1axn3bu1bJG51XRtjLLo7mASQt1hQ1GG3fEemXXn+euSOU5HgM4aDZXyp7e0ef8dGOZdenlgf69FoGcrIkT0kh3pHxrHrmTwS+uocKU6vRs9Sa2tpaueKKK8Tj8ZixbHV1tbAM8gAa+NM1iDlkJyIZ0zesWSRJem6ADTAuhaQBMWKyWgLT7ZPdf3Y8YAHQ2fG7PWuKeAC9vGuuucawqVKkSUlvBszPRk2/q8ntlvXF5/RBkmUYnwzCebjwUDnvKzOpfElvjD3BnPTAAw88YIoApWLnYVQ++eSThpVIBXgKNGEAjKSuJ9rQ76TwkmOAw4CapIdTLCnawIvtv/3tb8sbb7whiLAD9F177bXO4dLiFYkBCrq8+eabCW8v/lmwYEHCj2sPOH0P+MvWaQV6kbzcbVI9/KWcOXlMugLFUrVgiwwsfUgCeVMrHkBq73SMomfRbHF+mwFrKWDkgJ/OPt1DBfp87VUwZKKesLPNdF5hhAOCRjNHGiPadrOx3q3A8Qplzy5Q7cQCndB6VTO1WTVQj2mBKJ8GaDPVGGNdWXpMluafN8Unzw+W6yRejPTQUgVAsW2dG4w/zIck/fe71pvkd61JOvgcPGyrjpnf7dggWyr2q65vv9Tm9arEgJhr3OirMJIY3kB6BCTm4OWbtMt7e+tlUV6bFLl9Mux3KRN0FDrJz/IZcLs3UCjbu1dNeoy5sJJnEmPncGNWMqmiAaCQAO666y4j87Rz504JznLgvrmu6KygtZ2n8jiAzj3DhXK4f6E0aOHeRBqgJ3OUcP1I5HnssWbXAxYAnV3/27OngAdgeHGj/eKLL1KgNTPThC/1oXFFyXEpdA1KnqZu+FV/zKUFHIimwRClmIM164FkeIDU7EWLFiXj0Ak7JimwjkYoYAop5QzIZkIuA/ATO3XqlGGGxqKPSiDnz/7sz8zAsaysbFzKfMKckuQDXXnllSaVn/sw7IFEmcOUTdTx7HES6wFAUH/JKsld1CjLLu1Vpk2ZuEoXaW5C/EaQggJjpH0je/C3f/u3MhU2dCy/86wLLQyEeVSaIhkaUXTJsAkqUlhm5AJDNP5eTdwDTdtYLFXT35nMXlN2RCezbVLu7jddIQA7P7fTgMafdK9JOgAYi/+Ssc3CvHajwenTlOgWBc0co3J4VlaPMod7ZEl+qxwZWOissq+TeKA4e0CKlUXbpQU9ZxtgpMDReV+5AtwnDAOce0OLft7es0r19a0EyySXMaVXfdK9zpBFluc3GRB0ZMRneIfc+gmAfdq1Wpp8iQXhUtohYRpHajiZNpFAQ2SOJrPrr79ebr75Zjlx4oQcOXJkHNmATEWyKeo1aFTq9ugcNUfVVwNayLdLSvX3n9M3LKc8tZMdPqZ1ZH5s3brVpLrHtIPdKK09YAHQtL58c6/x7733nuzevdukf959990JSWuEMXXPPfeYIhkUP5gLVpfbpQ+RXOlVtmf7ULFhgA7rI6VfUz0KNcpZpxMRUvjaYyzIMBd8Zvs4fQ/wW5sJzc/pt/TiEQARPvroo4sLZvAdhXv4e/nllwXQ46abbhIi6eEM37INLFDS54OrU4bbPtWWoRPFABrWbTSmQDxtJ33JWop7wOWW4SKlgipGMFFlLba2t7S0yG9+85sx8JwJF1q5UwHAmYzt27dv0hO3KrCBrh/Fj/oD46vUl2lxJGh9TNbuqtotFMsA7IKtQobFVMylR1mnKba1uT3i7zsgL/3skFRdcq/ceON4mQBAYH5LGEGUVLS12o8lynYsUCbPWW+V0SNHd7xWGbOLFfxjXPJZz8pUbPq021SWM2C+M51hUma7FcSDNWy+P9M+U2YfACB5S8UB/c506fh1WIuIueWcr1rebr9sUt3dZHvlvLI9X22zUgLJ9vNMH/8/Gm6X+6p3yIaSs1KY5TWs7Z7hIvmoa518qgGbuWxk2XzrW9+aNCuBbcJpgSLTAtsS+6//+i+TeRXqy2UFLYaBW6DP2tOeaoU+R59vEHjmawbB4MhZadLsATS1p2pkVTz88MMCgcDa3PCABUDnxnXOiF62t7ePARF79uwxjE1E/qmUHI8xQUDfj+MBpjpaf7GyKuI5VyptG1zcpUYnUUUaNT+hFT95aMBPCVzQUikNDEiJTuBqcrotAJpKFzAD2rJx48a0YyeiyTkbRio+7E+KJAHkYLDbfvzjH4cdpO3YsUPefvttsx1s1e985ztGu8gsSKP/6PPevXsNkOs0G3B3KmnNyBeQXm8t8z3AbyOYOcx3ZqpMc37z4SZrwV7c37vkQipzi2H09fgLNS1PTBGUEi2EAsOPNG8maBQdnKdADdW3mSxT8CYeq1Ot0Xuqd5tncp4W5CC11hM4KmcP75VtfT+U62+9R/x+vzz77LPmd7Nq1SojKUEwJNUMNs9CTWMsV23EUwMXJ7NoujVrOnh9QZsyQTtMmuOgBmkzyQB8FylwV6Xjr2IFx3sV8OwcKhpju8KCJQsnWbp2meLLJXmt8uC87fp76jbBe78WosnJCeh3qt8waJ9rvnFWQdBM8bPtx3gPvNK2Wfgry+4Tnwa1PFMMZo0/anp/4jl57733Tgp+0kMC0Y8//rgJUjo9hi2KzBNz8Ndff91ZPOG1Tp+hZAoAcjrgJxuht903nK/XQyUnNHB01ls9Yd9oCwBmyT666qqrJLbih9GOaNeniwcsAJouV8q207CauEENDw8bb5CmBjgAIypWkIJJwlNPPSWwRYKNoiOZbsGVrRHuhnFBah7mgJ+8RyO0MGtQ3LpNoo2hPZH7Bfla+EInAzBoSBkifSH4wZbo89rjpYYHYFalm5Fe/r3vfc+k5FBt/a233pqRLixfvtwAOqQDOUbwBrmOcFHqYMYa97N3331XvvGNbzi7ps0r7FXS+c+cOWOKQeF/gjfcs9FmhNWGbmo0AwB79NFHbfX3aI7KgPVtbW1GPiG4KzA/p1rkkAkZv7XJzC9ueU2ZXvfX7DRATOWFat6AV4CfXQpyHlE9y2F9nvLcI6NikaZ8X6Y6gB90rtNDA3dFtyKXV75au9M8N0E+mfQRsKzQ8xUoAyar8Wfy4os+aWxsNAxwjnj06FHDpEFT7fjx49FPEscWAJhMSGEposPWoRWv0T+M1WDxoJ03OEwS43i+L74b0II8uVqIkQBtJgGgo4WPjprvANeUSTuvpHCiud6lfqzQST4ptZ2alWMtsgdurdqnv7kuw/ps8VOwzKXfnID+xvpM9tKWygPyYkt66WBH7q1dk2oe6B62v0+uSXFxsdx///1jBTyjXSeeRxQ/5flKgSHGdoypt23bNumuFOl1uwKqDT0RsmIOmasFfdEFDbZoQXPAV+p/MCeJVHA0+Hj2feZ5YOK3KfP6aHuUIR5AYJmJMcU+zp07Z3oF8BnPzYt00lDwM9g93DT5izb5Cd4nHd8zyM7KKZaSYb90+bLHdWF04pGjA/HECrYzCbyy9LiK/7eYyVuu6oABwC7RieKCvA4VEV89Ji4+rkH2Q0Z4AH0doq2pbgRWdu3aZRhVmzdvFrSNSI/BAFpmys6ePWsGZ8FMNJhdDBpDrbm5WVpbx1e0IAUYRpxTxCl0n1T+TJ/r6+vHNZFrcN9995llr776qpAFMJnBGEUH0trc9AByEVO1WO9TFF/4dePNpqI3TE+0s8sUxHLrs41iPoCfGMAeGo+Ls9sMWFqu4CEAaSx2Tdlhw/wMaLHCtqDq4L36fK5T1ssiZcPtanhfBjzjC32R0TLZWCeWc3Pvo4AYVXyRpvB3n5XlgV1S6OuX1nPHFHLKMoBdk/phV8/ymIoXDalPYHvCig1nBGcpNEIgNlNMeyyXXxj7UO0dOQS+J4yB8nKY3A9Lmd+jIgcuadUUzzNTYDJliq+i9QM2NExqoPNOBY0dQ2O3Q4Hj+fndKq/QpuEJHV/q/9asB6wHEu8BWJNbtmwx4+N4jn7dddeNbU5w//e//33U7B4K5MHyJjDmC0lzz9dlZDH6XYVChhljZLJ+nHEzAOuvf/1rGRwcHDsvc5Hvfve7BsAdW2jfzDkP2KfDnLvk6d1hJsGkdlIoBBZQZWVlXAAozKnLL79cPv/887COYNKMDghao6GAQtgd0mwhrDKYMesXF0lV0+9kedeX0uOqlT1fnlXAZ8iwOoq1IiuMzEZNN0ikrSxskmUFzVLp7jMTAISsidzV6mC2XkFRANfPe5cn8pT2WBc8UKhMkyt0AmaqEivxiMqzu3XCOjCDVUnTBYz65S9/aeQxcB1sS/SBHYsn2OLsM9VXgjsM1EgRgsUFILhy5coJusfcC59++ukJp2HA98EHH8gdd9wxYV26L7jhhhuECteONEC4/sBOYBBsLfM9UF1dLRQzfOedd0xnKXzkBC2m0nvGCaTPO4HWyY7RpxWA3+28zGxCyvtdVbs0xbsjLIAH+AXoVWiKtsQGgC7I75R8ZbeE6nED+PTp/ZtjLS1olaMhACgNIusDLWDkfmIxfi9sT7AZ1vW6deuMH7kPuYY94j70rjTvfV9Zn8P6vC5Q+HPEgFEETYF5KV4UjdnKBLbdXyrztIAFaY3BQHBxtscUt0AioEfTw1PVris7JJeVnDLFd7zanxMDdfJG+6UKc4ZP2QccB7QD1IUt2+0q0m1dur/XFKIs1X57NCh9dGCBap+usIHgSS58mUon8DsDSA81GMX+QJbkyJDKOHnHAaSh29rP1gPWA1PzALJz6LVP1ZhnHzhwwGRwxiJtROr7orw2M39hXpqTp7Ih+mzj/smzpz1QJVu/9hcyb9H4+SMZo6Tew/SkkKljVHlnfGhtbnvAAqBz+/qnbe9haMTK0gjt5F133SVMmEin7OzsHLeawT80fVInf/WrX5kCJMEbAEpAnY8lBTN4v0S8B7xkwh/tgUHaHyxWwJq+vj6TRsr5AaAeeeSRsSp9vsDNmvsekJK+U7I0r0lGVENpcCRXevJWiGvR7XJ33eUmhZAHDUwSUuyctNR4+8NEaakWN6jWNMAGb+VYKgOTIR5oS1X3a6E+4A71LxrTw4r3HHb78B4AXL6repfRxiKVBBsszJENxWeMWP8Zb034HRO8NB30dUgdDQYLQitIz2QxJFidGL97/iIZA8lgeYvg7Qj0oKmZLuBzcNsnew9AhZ4U0X30Qj/99NNx90UAHAJZ3AetZaYHkMJB6gGgDuN7jg4uzzyY29MFv6M9Z8N5lYyGIU3TyzaczxHzf/B2sBu9/lyTIh+8fLL3SNXwNYY1GWoBBXtc2SMGEGIdrBaYn/wuuI8BYC5evFhgkxMsJvVw+/bt4hR7ZDzDbwlfwnznPsJ+TvD34MGD5pQAoDcs9clS70fiHRrRlO3KsaZQ1GmxanrO1ywOdNioeh3NvtRiUJXuXpPWX6ATWBg+eQoM52cPmfHAof7FeojU/O1+f+Gbsiy/WUHpIb0uKsaqxthlXfE5+f/O3a4FnCZqRpeo3meBbt/rH/2uIpFwxlNjQLoCDU5S2OrcYLW813GJAqMTgT1zEvuf8QC6qQDJRVqIJtRIg4eFrZzaMV+HbmM/Ww9YD0zPAwSf0ZeeyriS58wzzzwTU3CRVvIcP+OtVdm0Hv1tN+lcUZ81Syqk8VyzZgoMSfNQtSy87vtSHQJ+BveQQoFkQjFWZrxAAN2a9YAFQO13YM55gEnx1VdfbYSP0ZODhs+kCS0QbuisJ/Xrhz/8oSmSBAuMaBGRJKj1AKcO02SmnMd5EZr++c9/Po7KH3x+HhQAJRSGYrKDMZEBBCF9jQki4K1jvtobJZBfKzntuzWStkQ6Oruleukmya3fKsOF49PpnEq6+AnA4dChQyYdOFapAIC3Qo3WMUEM1XEhak9KPhMKGCBMhqwlxgMwPwE/KbzApKFbC3VgJXotmLTdo+t+1bhFC2okVu4gXOunAiiEO04ylwUzPGGQbdmyZex0gARffvnl2Odkv4HBCfNzxYoVk55qsuJttPmll16SJ598cgwomvRgabaS+xyaUtzPuSeh8VyvTNmpDMzTrOtzurk816gYC2DHbxa25te+9jX50Y9+ZLJDeFZP1wiGIiMRn2UZALCOgkcKarX6SnX3USCvSO+5+Zrx0KDsRlJ1Y7UuLZIzFMjWojmDE1iRVKAn/Y/0eoo4ON/70HsGQV0MIJP3yEdw3yAAfPjw4TFddba5pOi0rCg8byq0w8IkKHmqV6T77GEZKVat1aHxmSGk91PIBzYOOqixAKAdQyWyo2e1BuFOGyA0R/3CGABJgS8U/GzWStqpaFSBXp7fJIXuIfH43aNgtwLU6JrO08JN35z/gfzs3ERmFOA1cgGAc47hN/w7kJWrwK/fXEMLfjreifzaqN+RDtX9hD1cqn89F6QkAD8rtQgS4DLfI5v+HtmHds3c9gDzQMZKUzWIOATRyMZEIiVWY/5Iyns8z9Wf/OQnwjz99ImjMpx/Rioq+iTb7Zd5RUul1Zsny1bcLfnzoxdCJmWfP2vWA44HLqIhzhL7aj0wRzzgAIaR2FVEjMJFihxWxEy4CSD2oYceMsAm0atgHZPg8yMoffPNN09gxQJ8TpYC6y9dLfxlLxNxeICTlT4CCMYnjl+IBD7//PNRtcbMBEA1zCjeEM5cOolgQhBaFCHctnZZ7B64ovSEYX4CPLfppNMxikuQklelf1fqNh92rXdWJe01HRiggGcUDiJKDegfzCAESIzEtEyG0wCMX3jhBfnrv/7riDpLsLXQK53MYIP96U9/kgcffHCyzdJ6HfclQFBrme8BnoFoejm/RVigzoSMgoiJAD/x4lQniIf7FxjNTgoewYz0aNo7zM88BfmaVHoEgC+e59ze3mWyXKVjahRQ5enZ51f9bn0tzxlQQC1gwKD9fUvkbzTwOZlxH4DhTgAXcJeMDseH7Idm4kPzPlU5mvMKZg4Kz2SCZuuKzsr+/qVGogbGY3DBROd8LGNdpOe7s13wKzqY2zo26DOo1wCIpJKT5u/opgZvmyrvyZooUJZqn7J4YfpijG2GVLO0TFOuF+aSptkxjiHLNvSrT9mfMGR79BVPOUb/Wdfuix0Ud/adq6/blClbUjNgxjCFGmxgfMNvjEABRTW3tW+Yq66x/bYemNQDjJX+/M//XMgwevbZZ8dlzky6Y8hKyC9kFsQKgKJH/5QWII4ne5Lx93PPPWeeVZz+pGZ+rvjR38nAkBbBzM6VshwCjNasB6bmAQuATs1vdq857IGKigqTSjYTLmCy9+KLL8oPfvADw9zg4UUULdjuvvtuw4ICYApO3w3eJlnvSZ/7/ve/L4DCpAdHOj+ThS6N2qOFVaIsz15Nm3MMdijpYU26DLaLtcR5YJ5ODph4h9NTo4hGmabm1eo2M2Gwtph8M3AiuAA4Px2dvmS1OVxAhLTRmWR/On0DiP2nf/ono1tMICM4rRfGI+zuWJi1X3zxhQmiXHbZqFahc3z7aj2Qbh7YuXOnKe4V3G5kX0j1TqRNVWIHXWW0MKn2XpPTbQo3eBS0hH1PajfstHjslKb/wZa8pvSITvj6pSTPY3YHMIQp+Ub7JqlbvGrcvSH0+GiZwph17hUELkPtjuq9sqqgUYpgmg4VKJMuWwqUaQOTdVPWSTmmGqNeZWny/KZiebCR4o2GZfBzPXh9pPcAwa0UdhpVZom0WUosL8vuU71OrwGhHfDTaRiAJkCoW5+1ywpawgCgpdLgq76g19qujNlCoagVOpXIAzVo+vtJz/RZy057Mv31hGe+/KF1s9xccdAEcbMVlh/yZ+vvoVLe6thoNGYz3Qe2f3PHA2Q4IFeCtA/PJbISnUxFAnXB0kzr1683z0cYmjA9KQrEWJFxN/NHAvzMYWMdO07mZSfTcLJtnHWMoeMBP9mP5xWBOsfQu+/s7tMMx2pnkX21HpiyBywAOmXX2R3nogdIKQ0FIJPtB1gaaNzB4EDTi4cO2oQ8xAAgSWubTeNBDAP1kksuMUAoOmyOfmFwuw6rwH+lsh0Wajp2/rDqjVEQQicMpSpqf36wTI5o1dx4mDHBx7bvJ/dAON7taGIm+118N/lRprcWHdk33nhj3EHQ2mWAlurG4G22jEHg7t27ze8dMXcM1ufrr78eV5PYHl+nY1X4uDpqN05rDwD6A9ARIMH27dtnnidMAAkAAOaHGveRRH+vyXLgnnXs2LHQ00X9jA7kR13rpDR7QNYtr5OjpxpMcG+qzzeORSGIy0tOSIWCoDAum5VNur1rtXQGyuXJrVsnbRNjBwf8DLdhkQJ7qwobpCTHK83eUtWhHJ0aDPlzFKgTk9peP3Jezmp1cgBRnhkE1VzK+qzQtPccLUpzRtPwE104MVxbZ2vZ0AVl10mflgpqBhQIDWef9yzTa4BeaLvKGXjMU5fvCTIJu7XwkW8kJ9xudlkED5zw1Al/1e5u9afXFNMKBeYj7GoXWw+khQeQPoPgEi0YR+YSQS5eFy5caPoG4MncjD+OAZkGAJTPGGNBiv1GM+aXALBkWTD3rK2tNa/U0aAoZyxGCnu8Y2gIPcy3Qy1Ypip0nf1sPRCPBywAGo+37LZz3gMUEYhUGZZ0ddLxePAk0ngQwHrB0AS85ZZbUlLLxAFCAUNfffVVozMW7Aeqn1J53FfsVv2mPpP2RordWU+1gp8LlAFRF7y5fZ8AD5AOhkYcmp+kvQcbmm2sY5vZMiLT6QCAkr4z2/b2228b4XkGhej2xWvcm6gW/73vfW9sEBzvMez21gPJ8gAAHfrS27ZtM/qU1113nQFBX3nllUlPyaQu1jS8SQ8UspKJFhPQqQCgBCfR5GR/AN3tR58KOXr8Hx3Ahz0JgBIMeUAnoARBAYcns/37915gL2ap3nPehE0Xaao+leYHh3PGwE9UK2Eo5mhxIjQ6kUzpMsxFl2ZsDEp5Qb9yF7OkX9O3T3tq5XMF8VI5fX1Cp+NcMKAZKj3DRVp1WLVcszSAqwUjHXPjNVdA+pX1i2ZqOIM1urNnlRzPqTOBYOQCAEAJ/k4VGA93nrm2rM1fJvxZsx7IJA8gU0JgL7huQ6T+oevs6Dw72wRnC/G8CC3ouXHjRvnxj39s5qtkNxFkh03K84TnFsQbgorUxgjd1zlHLK8c+49//GNYMDPS/jzPQrXtWcYzb7YJP5HabJennwcsAJp+18y2eBY94BRCIhqG8ZBxIm1UWGe9o60SLnoVb9OpWBes08X+RO2IwqUycHTnnXcaMDhUL5VKp2h/1eV1mUkUrIfz+nlA07GtJd4DuxRwRreMgkdMYPsu+BnwE/24ZmWf7FJmymwZmnQABNMZYM1E2y+//HKTvj8T55rsHOHYb5NtH7qOAA4DS1KGrVkPpIoHYChSHMGpPk67eHY4bJXJ2jmZxvVk+8WyjqyGjz/+WPr7+2PZ3GwDWwbdbmeiRtpeIg020BNPPGEmqlGPq6ByTtsOWd33imyq8hjAskdT8Y9ptgXPYseMrqdJEzD/6eKRCxXK0QLVZRcWU3RpQAHUvkCBHPWUK3CXrencxRq8rJ0TxQs/7lqrhQM/UxB0ULJHRjVSAYrzVX/So+Dxob6FYavAO37mlQJQ/FmzHrAesB4I5wGYlo899lhM4Ge4/WNdBsjK/DW4rkOs+0bbDjAV4DN0DhhtP55vt99+u6ktwbZ8Zj4ZWtgv2nHseuuBaB6wAGg0D9n11gNBHoCN+fjjj5tIGSkFsD5PKb0fxgcPE6xe0xDuu+8+U3iEz7feequpwExBk3iMc4WCn87+VG9NZaPtDzzwgIkkvvvuu+MmkICeZ7xOyaVU7kX6t43q7n9su1Lu1WrvFDwq1dQ7zKuTtQ5/qbzSeqVOXGcPfOY3RIQ41bUpAVlILYLZDJMyne0Pf/iDbNWUWSfFOJ37YtueGR6A9RkMftIrGJiRNKWdXqOJlsyJEayTb33rW+Z3T8GHaIb+Gs+9YPYNDFXaGa/+WaRzUewLlg4Ga5aMFJ6x3JfIvnBkMlif3/CauFs+ltVFzTLoz1JAecTocFdoBkZ+v0+OexaaYzR4K5XRmCflmrLvHvJLtmtEtaOHDPg5rGndI5o2SfDshOpUwhYllfu46jA2DVZymjljn3SvNdkr15YfVRbooOQqOxYWbK9qvJ701snvzt8wZ3xhO2o9YD2QWA/wzNu8ebOQ/ZDqpIBwPWc8D+DJ84hn4FQypwjOQyK6TYv6sT/+SLS8Tbi222VzzwMWAJ1719z2OAEeIC3BSU0Ip4MCc2Tt2rXmIQCLBQ3PeC0Sg5SIGMdPdaPfAFv44Ze//GXUyWyq9ydd23dWweZfNX5FqAjvFDwi7X23Mj9nE/x0/HnkyJGUBED5/QHkO8ZvjjSj999/f4K8g7NNOryeOHFCGhoa5K/+6q9MYCYd2mzbmLkeAMQLF+iLBhgywaLqu1PMAbCS32gw+JgIrxHYhHG5Z8+esaBm6HF51sGiufHGG8fODwMG3TPYrZs2bTL3jdD9pvLZ0Xhjcvj888+Pk+SB4c3zFoDU3XtMcto/E7fnnHgKV0pj6ygTlfT1paUDsmFjtXjmXSfvv/uWdHR1yxmVokELtCavV/wBraptwD0FUbNH2Y0UXALs61DGJ0WPyCiYawAo1+u19qtkb+8y2Vx21BSlojDU3t4l8uXAkqlcTruP9YD1gPWA8QBMx1QnA4S7VACfPIvOnDkTbnVcyxib8sczFe1SC37G5T67cRwesABoHM6ym1oPxOMBBzxhguekzEfbH1AV4IV9IhkMj3RKYSWSeeWVV04ogBOpf3Z54j2A7huFNFLR0LWlsBhMqVSxAwcOmPQdhN6//e1vj0XjaeM999xjAIZYBORTpT+h7WDAmqrAc2hb7efM9sBLL71ksigm9NLvkbrcXqM/OaAgE2nDAHCOkbr32WefOR/NK9/phx9+eNyyRHwAVL3iiitMOh4yFACNPKOZnBEUAXglCwRjOcXeAEydIOby5cuFe0lbW9u0msP4gPNw3FDwkwOTdu+MDdzdh8XlaRJP7gLp7Ls4MeVZ0OMbkvndn0nxcJNsym+SgVKPytDkmUIyfi3iU66FlgBAh1Sje8Cfa6rNU4QJo9p5tl4Jt0qozFVr9FXJi62jGT9z1Qe239YD1gOJ8wDsT4JX6WgUKkwE+Bncd56j1L4geGjNeiAZHrAAaDK8ao85ax6AdUFKGJMjJh2zbejtUcQhFgAU3RfYItGMSR6AYjoZBSFgrHzwwQfp1Gzb1hnwAJN5WFw33XSTqbrc2NhoWFQwnRxZiRloxrhTwPKkXQAdtKdeZS2CDWF4ChGRqpOu9s4776Ql2yBd/W3bHd4DMJJDbVnBeVlDVXK3pmRrhXGfFmtrUwB0nzLvOv2RAyX8JkmlT5a8A2OKaOMKNEN37do1rku0yQEmx62I8wPjm9dff11ItQ8txggYS4EzJzPFNdQrWcNeOXymcVwqIpqVxdItgx1avV3jrEXlddLdf05qtLp7t+qDNmhae7n6fVF+mxbJcxu5GnRDHaMIkFevh6Mn7Sy3r9YD1gPWA9YD8XuA7AVkltIx7Z3eJqMIIcd1dLR5b816INEesABooj1qjzdrHgD0JNXa0RKDPk/xktkyirtQdbmlpWXSJkD1v/baa4ViCbEAoOkaEQPgYoIazR+TOsuuzEgPUIGSCtChaa+kuAI2zp8/P6aCKIlyDgNSfo9o/IYDU/jNcm957bXXEnXKGT8OAQn+bIrRjLvenjDIAwQ5SHlzrD6/RTYVn5D5+V3Sp9qKfmUhVuT0mb8C1aX8UJnsfVqRO5zxu+Q3O9OGxA1axow9wmkE9/b2Cn+wfMKtj6e9MFDDTZRhpweDrAG3VtIdHJaBboKqF31SoexOUtjR9jzX6ZahgnwFPosEkHOJgp4wRLd1XiKXavE8QNBRzu1oRkqZAqOl7kE5rbIq57yWARnPdbPbWg9YD1gPhHpg8eLFpq6EE7gKXZ8On2OZt8bbDwoAUz/DmvVAsjxgAdBkedYed8Y9wMTCAT85OWmes2UwP6mAFw3sI7Xum9/8pixZskT2798vhw4dithkJnak99WHsNEi7pCCK2CuRPNJCjbbNinJHohUZRm2M38Mhkg1XbZsmWzcuHGcNmcymkaQAQboqlWrBDA0nLEunQFQUoxefPFFM/gO1z+7zHpgJjwQXNAvV0eka4rOSZ2Cn03ecgXjck0T0J2kiFtdXqesLmyU3b0rwjaNYAkFh2bSPvnkE1P0Ido5AT+Rr/nwww+jbRp1/bx58yZsQ2GzYPOXrpK2frfqPvdoxfdKBTxH9YwBPwtdPsOoPe8JyGBXk9kNeYFOBUKLszUokj0k+/rqTdEktD6rVIoAIHRgOFfOKvC5p7feAKXB50v39+VaGOrassOyIK9D3K6A9AwVyIG+pXKgf2ncXatw98otlQelMrtX+rTI4Kfda5RJWxv3cewO1gPWA5nrAWRVYH4mWrd6Jj22e8en8sl7fxC3Btn8+n+iDFmZ2lp7z0yUP+1xJnogcd/Wice2S6wHZtQDAIRf+cpXZMeOHUYnC3YTFekA3WCGzISRogaISQptd3d31FNS0RXwE1uzZo2ZSKGHGGoAQI888sjYtqHr0+WzU702Xdpr25kaHqBICuxh/vh9Pfjgg+PYTolsJdFsqr1jpMCfPn3aFEEJHaTCuCJqz28+XS04YJSufbDtTl8PEGTgOe3Y4rIRKVEADt1JB/x01qEBuqLwvKwoaNbiO+WqV1k8DoTj9znTGR8EbqJpAcOwRrJm3bp1RtKD+1e06vZOn8O9Mimsq6sbt4qxQWhq/tGOPDl+ZkSW58PsbFdf5YhL96pUBqhvxG00VQd1WbCh7+nSSvHZqu95Rlmevf58Wa4+JyUeDmjXUJFWf9eUeQVKM8kW5rXLAzXbjQxAvrKMte69DOW5DAMWFuyf2jfI+vwG6RopkcbBmkm7fl/NTrm+7JDkZelx1JcjyrS9suS4HB5YKL9ovH3Sfe1K6wHrgcz3AOPGRx991AT007W3rgG9H77/f8jqtj2yfj560W45O1gt2zo2mGfzdPuFDj8yWBs2bJjuoez+1gNhPWAB0LBusQvT1QPXXXedATz/9V//dUwjC/ATEDTZRhrfyy+/LMGMlkjnhKUCWyV4wnb27FkJZcIxeSJKyLYwSNLduA4wc9FJC013Tve+2fbPjAcAJH/2s5/JbbfdlhQNy9AUVX6XP/3pTw2AcfPNN49jn/KbTGcANDhldmaunj2L9cBFD1AokKJiSGAgNdF2+F3JLg9o2jtQ3UUDlKvN7ZZKZdZRxdyluqADw/kmFftg3xIZ1rI8MMNnmv1JATekdyYzAF4KIhHgBKS966675JlnnhkrkDTZvuHWMSEEAIUNTzYFrFKkQkKtoaFRPuteIf1a3GipygoUKOsTEBNJgZLsAaPjGbpPiep7epTl2esflRjo9JfIrp6S0M0y6rNLeUt3Ve82zE980zxYpiqpqo2qQGhVbp/cUfW53KV/Wt7K9Dug37Ud3cvlmfNbzOfg/24uPyA3lx+UXJdfgU/R42QZEDRfP68vOitP1L0rv2n+SvAu9r31gPXAHPJAeXm5fP3rX581fftEuNrVd1ZK9/xv4u7erZIzQ0ZOBW3pipxemZfbJc8136DZBNN7bjBPfPPNNy0AmogLZo8R1gMWAA3rFrswnT0A4MlEw5mYoMWZbDt27Jj87ne/GzvnZOcDpOUPVmewwRolLdUx+vHDH/4waUw35zwz+UqfAHRhq/ziF78QmH3WrAfi9QDfG4qL8TtPdIQYVhrADK+OoQdKqiuFygBaHAvexlmWTq+WkZ1OVysz28rviT/AxD998YkW3smR0twBaR/iWTiauUFacpW7R/I1NXtA0+JzFABdrKzGYrdX8hRcOpJ1lQmIzLSHYmVQk9XB/QPmOiAtgZOp3Dt4fl522WXm/vT4449P2l0mkAHlfAIQH+5foKCnVyE8BeR06Y3lh5Td2G7826NgJ4zHStVZBbg7N1ilLMfRiu+TniBDVq4uapLqnG4DWLYryxgDLM7Rv4KsQQUwWaIeujA0cyncfm3ZMcOK/WnDPawcsy0VB/S7qYBAwGVYts4KCnnlKKt2Q8lZyW/WIlIyfuznbGdfrQesBzLXA9z30x385OoUHf2ZSKfKtY0EpNFbpk8PzRzQ5wrPkPm5nXJb1T55/vwN076QBA+Zv4fTvJ72we0B5rwHLAA6578CmecAJhjoalKJFaZEMGCRyN6eOXNGKEjADfrUqVNRwU8q5d15552moEtwOyiOwGSF1LampiYD6tAH0vkzlaFFFBTg6rPPPgt2xRTej0hhtk5SdM8BZbowwbM2dzyABie/PwB1vlOJML6TkcCJ4HRdUuVnIriSiD5FOgb6qk899ZR85zvfMfedSNvZ5dYDyfbAihUrZOXGm6X1+BmdSPUa7cpWX4lqUg4q2NRnCvd0aAp2k+pZAlShCwoIuji/VVyaOg84ONPGcztWIyC7fft2+eCDD6Z836BgRiRN4tB2BN+r/Jqe2KmSAY7tV31PHpVG31N9zXOzT5+fFDdCX5Xt54pVa/9zs/ziHckVgMoq/Zyn7M8cXYYBfJpU9gsO4VvGV21tcaOyRs8rWDyqx1quAH2RyjfwPfQFxvsPZqlbAVAVTJGryo7Lh92XXDiafbEesB6YKx7YvHlzWjM/uU4ub5vkdB+SgJ8gZbEBP1lOsI3P8/O6BUmRIpdX+lX/eLpGpmB1dfV0D2P3tx6Y4IHxT+kJq+0C64H09AC6mo62ZqJ7gC4gBY6am5vjOvTtt98+AfwERP3tb39rAJd7771XEH4mFTBTgc9gh914441y4sSJmCrfB+/nvCetb0Vhk9GMY1LSrymRJ73z5PhAnQVCHSdl+Cvp6n/6059MLymSRLADMDRWkCCce2CVhjMmthQ+wjjvSy+9FG6ztFvW2NgoTz/9tFBEZf78+WnXftvgzL1H9ukAAEAASURBVPEAaeKv7NPfr6a5U/BoWWGrAqBek7JN5fcunWABfGJMuNoUCC3Voj5Hm/abjIInnnhiRp+dsVach1FOlXj+pmLce7gv8cyM1QisRrJTWpDn9srdsqa4yeh9AvKhuXpA2aJorc4lGwpk63dJ/av/AwgbDVCVXHAxqLhgBgTV95BADRH0Ah308XmfyM8a7lTwuECK3A5b1Nlr4itMW1jM1jLbA6WqmVurqcAA60h1NPnKldk+WtAts3tuexfJAytXrhQklNLdXB4tmuf3yNCwS+9m48fKfEa+huBRuQaS+genB4CWlJSIzVJK929M6rbfAqCpe21sy1LQAwB2pLrHo/sHGAP4iaBzqJEW57DN0BBNFls19Lyp8Bm//OAHPxBA4HfffTcuQHmtVgpeX3TG6MLBrmA+Ml8nzGXufmVheGVv77JU6KJtwwx6AG1Q/gAKrrrqKsOgBniI12BZ7du3b9xuiNbDKq+qqtLv2oi8/vrrhq09bqM0/sBvEED3L/7iL9K4F7bp6e4BKqT3DOXJh13rZZVWe0dPbIkGuly5AWV+VkiLj3S7i8gU9/5sk17sl7a2NhNM5Hc6nQBIPD4MPg+ABzqPVFmnWvrR/oVy5kLBHOcZH+uxmfRdeumlJqsEljnMIfTAYwVcOQ/jjZMnT4Y95d8v/61UKKt2FORTf+q/YmXsfGfBNqlq6ZO3OjeF3S8TFwIGkz0yP79L0c1hw+70KSiarZXgYXqCeF54ufiqCxhz1Og131q51+jdHe6bb/RVc40i7bD53/EXsgMcK6Cp8ccGRhmjzjr7mjkeAODeUHxGlmmhtlJlA3Nv8o3kmOJh+5R13aDyEtbmngfIdrv77rsNOzzdex/IVXkUl4L5gfCBHAroAYL2a1AoXmPsjp41gULkph577LGMqH0Rrx/s9jPjAQuAzoyf7VkywANMsF588cWYwc9FixYZvUsK/0RilcEoQ/uM9bBf5poBUC1btkwAnf7xH/8xqowA/ilVkHN1YYNOjrt1UlyuxRxGI+u5mra2UEFQHr6N3kppHSqba+60/VUPkGq6Y8cOA4jccMMNBrB0Cm4BCgAuRPo94kBY2ACC+/fvFyLQpNaj2cvvmcAH2qNIX2SaUbwN4Jf+TwU4zjR/2P7MjAfQx0R2Alb1wMCAOSlsRAADjEDXVaXHTFpxMPjJOpiiPtUMHQjk8dEUBdq2bZsprGQWJPk/2l6lrMFbK/bLqqJGrfztM0AXz6BNxafky4FF8lrbFYatGmtT+O2hFRouYBrrMdgukiTA9+a/cQH8VFhOUTzF8dRGuTxZ+vmumt3yUddy8YyUmjWZ/t95X4Uc1QrtsD+Lsv0KXGaZdHUDftL5C2Cn4wcDhgKKAmjqdaY4F39lyvpr9FYo+NWiWqoBrYo8WnBK1aRVTzSg24p0aGGQU17Lsnd8mWmva4oaZK0GQWqU/YZch0fvTUg01et3wu0aFm9XrpHvyLR+2/6E9wD3YKTMKFQX6X4cfs/UXRooWiS+gkV6Pzui0jT9WvG9aKyxEFCGR7I0M6N8SpXgAYrvu+8+MxaAdBDJZ2RhUiWeOhrr1q0zYOlYI+wb64EYPWAB0BgdZTebmx5A44tKq+iJHj58eIytGc0b3LhJd6ivr590U6cgEJMewJa5akx+gwtATeaHBYbpOSCdOsB0wE+2ZyKMZlxFTr8syO+wAOhkTpwD62Br8xfO+K2hOQhAGppiw8Dr/vvvl1tvvdWwrhywlFRxNEcZfGWi8fsD3IWNjQbxTTfdJKRtWbMeSIYHqPzOJObcuXOTHv7cYLWsGGo2ep9DyvhE6gSD6V+eM6BFe6qlQQNejlGQcCYsKzAo11WdlitqP9Eq6+cl3+2XIWX4DQ679VmWJdW5vbLBdcpUYd/WeWnMTYIt+qtf/Uo2bdpkNMOnEozgGASBwtka1a4ExBsFP3mHjb6idelWFuT/tORNea39KvmyX4M+6vNMtz+1Xa7A1TlNT283zE68AcMT06HcmJnlF5ax/sjAAmlWABXwc35uhxab0gBbjscAzBTqAgjlvjqsQOmA6uH9Z+NXxo5l32SWB3K1+NUKZX7W6O/+jKdSfzej02vuV4MXUuJhtbd3zz2iQ2Zd6dh6A4MRSSGCygTUL7/8ckP2YHyZ7tZY/VXJPv6ZCRqRpcFzmfsd1qbEk/c6102pi858mWJRkYz5OAV0nfkiz7mf/OQnNmgfyWF2eUQPpP8vMWLX7Arrgal7gEkUNHyYXvGkuztn5Ob88ssvmxuzsyzSa6KKt0Q6fjosJ72voqIiJj1QNLrQmOkNI7BNBeHKrH7V8fKlQ7dtG2fJA+jj7dmzxwQ1vv/97xvAL7Qpjg4vafUMso4ePRq6SUZ+7u/vF/5guz/88MPS1aVpyKqpTPq/NeuBRHgA4NPR7o12vB5/oRzqX2y0KmuUaVeT22PgOsP017T4g32LpXe4cOwwsDLJ1ki2nm1ewxtSEjisueOd4g74xeNX4FNb5lbQa1jpfu2+IqnK7deU2NPyceca0Vq2Y20M94agKX8w2DHuTxROBAgNNQBOGNsEDikQ4UwY6TsMWOR0IhVoYqJqzuMAfObgFz7oewA/wNtLlcGKvuqnXavjYrCGtnU2Pxe7BmS1MnNh4fE9OjIwX4OmE3Xp/FqeaGfPSrm1fEDc2cPi0ZT44cCwzMsbMBNt/GUQUX3Rq2SWIXMA+Il167GL1VfFOYPys7N3yh3Vn6uEQ7MCoIDi2VooqVKe06rIXUGFqGbTL/bcifdAuQbeCzUo0+fPGwM/nbPw3avSCtkU2EJrFv1ia5nrAaRRKJLJH8bziDklz6Qnn3zS3H/TufcDJZfKttbNsqXygFRq8TeKxw2M5Cm7uVTBzw1yRmsxTMV45pGBZO63EQ7g9XrHwE82odgfQVTmj+3t7WasOpWgYYTT2cUZ7AELgGbwxbVdm5oHYHr+/ve/j7ozgMCjjz4qL7zwQlhWGJMRgAQHSIl6wDm+wde+9jWjrwrgMpkBcsJKydPJRTADlH3MhEPXWcH5yTxo1zkeYPAEu5s0pWBzGFQMyAAa5qKhPUiBNiw3N1e+/vWvG6mKuegL2+fEeaC7u1vee++9uA54zDNfC83ka9G7ZlMRHhiKqubHVU+RFOZQI3iZTADU5Tkv7s79ktV3RrxDw8o+yZJB1frDckh51gCd25WjWQnZJk1/UUGHnPDUhTZT1q5dKzCCADphCKEtzD3HsWC2EPck2EQHDx4U2OhOYJY0QJjs6IS+/fbbZr2zf9hXwDyT+A7oaeA8Xswih/XoUXCP4lOL81qlpbBMdSvTL237+vJDKp1wXLVNBwx4zpjhBk3X/FDZSfv7l01wDbrhlylYXZc9er/vCxRrrQ+3LCzouTjhVpfBkuW7iE5tsA0O5xgWFNqhTzdvCV5l388BD1BKi7IwAWV/hzMKbRktWPPbC7eFXZYJHuBezv05nDU1NQnjqni0nMMdZ7aXMafleXaiodZUfC91e02AaboatzBl0a2mkGkkIxhPwU6edY49//zzBjQl6FdbW2syuObNmxoI6xzTvma+B7L/d7XM72bq9hCAzKFyp24r507LeEA9++yzMV2TRx55ROrq6kzhIvS6mHRxLYlEEaUifRT2xmTRrER5lkkQqboAOulqPFQvu+wyM8mD2RLJYP5QIbhWmUCwMHT6aTZ166Rzfl63qWL7habuTUWEO9I57fLM9QDp3gARwbZz50555513zO84ePlcfe+AL9zLGIAm0vjdA+YwMbCW+R6A+Rkt7T2cF6i0fdZbo6DnfNVsnG/eR7rHw9pmEoo+GJNNvl88kxNl7p7DktuuuqUBZQP2nDH6fr4LKa+oaRKIG1bAzaVgGemBMFg7Vf8x2PgtoU3MmAMdcIxADKAnvwXGD2gPM6Z46623DCOb4CwAssMSZR/6xqSRZTBr+a1OZgCDaJWOctAAZS6awUb1P4Bl2I21+jyFDXlG/Z5OhmbsTeVfGLYwrFwYnnmaOYI8Tp0WO2rzlRo9zuA+EUz1qJYsxayKlDGKvEJhjt9IGPT48sz2MI3bBstkr+rThurRVilrts9fIEc9C2wANtixc+Q934fF+W3K+u4zjODRqMJo58lIKnYPmiJIp7zjAyFoxPK95Dvn118l9w1r6esBsosiGffzeGSFeGbBamSMlMh5JM8Ysu6mij+QcfDpp5/qM2dEsy+KTNp7cBZGpP7HshzgEr39yYz1ra2thlnLdjzznOcefTp06JBQe4N5sbWZ9QA+dzJS0HQPHqskoyXTkQ60DNBkXBF7zLTyAD9Q0luZhMD2cm6kk3UCfU8K92DQ7Xmo/eVf/qWZjACAWpuaB5iswgQFhGYSCKjL9SEtggce+i+kkR1XRhBpFwvzO3WyMZp6mJ89pGmHxXLKUxuWFTS1Ftm9Mt0D4QA9h12V6X2Pt3/cJ2+88cZ4d7Pbz2EPMIlzipIRoOM+Ph2LNX2U7+q//uu/yt/8zd9M53Th91WdTCqG5+SViyc7T4FOn0JsWv3WcMBGd8lSYAMgtHOo2FSwDz0QwGYw6P/xxx+b3xZsTv5gsxw5csSAmrxGM/aPxV44v1n+bOE2bb9CtQrQ6osxwE/eDyqQe/ZC9fpsXZ9ucjIuvQpXlx6VSgWiOn2FBtQc7WGBlGhl7kp3r1xffliOKVAZavv7lio4Wiyby44Z8JT17UMlsrN7hWrN1hhZgI3FJzU1vlvOKxA6+l0ckUpNbwYAa/eXKvh1sShI6PEjfV6nhXPQh6SoF5qRR7Qo02H9s5Y+HuC6NWqVd/RgF6JBryA78gcF2T4TrG/xlenYNJiVNqLXvMnohqJnTAV5r6YRn/FUy0ENmFggNH2ufSwtJSMBcO43v/mNCbhD8iBL8KqrrjKFNkOPsXfvXpMpwTaXXnqpYTWGbjNbn5mXMc+d7rM8tP2AshQGjsUeeOABA7RRrBTQbePGjbJ9+3azK2MOMiluueWWWA5lt5mjHrAA6By98LbbOrDVyBo38A8++CDijZwCKUuXLjUFij755JOxaAassVCbTiQi9Fhz+TPsOyaGpN0urMiT8jyvnDq2R4pqLqatHehbosyU3NHBo6ZfMHhs8uUb8PNw/8SJzVz2p+375B4IV2352muvNUzkuZr+HsljNTXpxQSL1A+7fOY88Oqrr5rsiKmekaBYsJ4lk6RYMx1ggf7zP/+z/OAHP5jq6cPuF8ivkZGcUskeaJCCukvF27jDAB1eCiBdoFQWu33SPVSoQNt8UwCHA8HiiZTxw3JYNejHkU0CizUZ7Ik9fStlfluXbK3aqwWPRvVGaTLgp0/T+D/qGC3SQho/FX29KjmTTrZIg6LFCnQODWtGjDI6g61XWcSk9ldR8d3llf4weqBNvip5qTW83jFFjqpVx3GRMv3qC9rUN24Dcvv0FfBrf+/S4NNFfY8e5IO1n5pxDO3KzlIQXTNcqCa+RgssvdJ69QWQNeqh7AYp4IF9CqAXKNtzQV67gp7dGqQPmAB982C5AdyDmdSXKOgN8G0ymfQ3RuG0muweBenREh2U7d2rJ7CMU6CLtglT9ACgIRImGPd2x1j21a9+1RTldJYxL/3jH//ofBRAPrIJHdLN2IpZfMNYcLoAKExBJ9vPkZSjeFQsBouVYqVIxzBPZ/4NmYHxBuODaCzSWM5ht8lsD1gANLOvr+1dBA9QoIh0sXBGUQF0XAA5ic4xIcGWLVtmIkzcqKHXW0u8BwCcmPxR7OLWiv2a0t6hg0i/+OdlS6u/So4sv1N2nujXE2uank4sT2pEvUSLDzCBY3JDtVVr1gPxeIBI+x133DFuF1jd119//bhB6LgN5ugH7pnIBTDYtBpLc/RLEEe3SQckbTucXVNySO6q2WPu3zrTN+AbVcf/s+kr4zZnQkSauGNXX321vP/++87HqK9nz541TMpwTO+oOweGxN19SLJV85NnznDhfPGXrpHhonoZLl0hLm+LLs2W7kC5KPdP8jQLARCL51DXkOqkabrrmx2Xj51GE1xNinWxBu3QpIQlRmq/Y/Fqozr7xftKhfcP2tfKows+keVawT5XC/+c8VToM3WUdQgwB8uRPjiFfuI9x2xtn6fVuCcrNIMWo0uvESnx4QDQydoNQPxx91pZ5z9nQK5cxiZ6ral8jOxOT5zsz1sr98uawgb9DXgVLC9QzVhN1dfvEIzSdYVnpbO8SD7o2jBZk+y6FPKAT4HMj7rWytKCVqE6NgXH+lVCokGLYAVrFZe6+1XPuEklJnrknFaMd+Qz+N4uUvboorw2acivUpmP6hTqnW3KdDxw/jzPkIkGWxENyx/96EeGVckWxcXFhgASnCFAFkAqAaCM/ygSPFUDoKSGBoE/si7p81TS/IOBTtijf/VXf2VAVQKl1qwHJvOABUAn845dl1EeIJUA1icWCfwE9ETbM1wUignUlCZRGeXF5HaGCTPg56PzPpbanE5lVwxrGpHLVNatytP0tcHn5VzuNcr2HGVokII2lZSz5PbCHj2dPEB1zlAAlPZv2LBBSCu1LNCLVxNG2nPPPWcWAERt2bJlTO/n4lb2nfXAqAfQuAzHeHyg+lO5peILBQtHK5JrIrbk6L1+U8lxWZDfLv/XyUfMAe6++27z6gCgV155pUkTZ2IIWzLY7qv8RG6tVrBSwS3HmgdL5P889XWhsF68z26Xp0Xyz74k7r6TkuXrNofsUzDjbFeu7OxabrQ4L8vrk7rcTslT/chAdqHkZ/sNY4/06M97V8je3voxBl+lMgc3lZw07MN8Bd8ASXv9mrWgIOkBrWSPduhMWp8Uyy8bb5cl+a1yufq9Lq/LFLQY1nYUaPt6VM+yYbBai10Ep+3OZAundq4WrUQMUFnmIjAaGOdXN2qg+v2AGdp1Aawk/Rj9RQpWMZYI1fYMbQVFGPdowaT9moXCdRxS0NIBsEK3newzbVmjDMDSHK+06Pd06IKG7JCyiDletYKgG4rPKqC2fuw7NNnx7LrU8ABjUgLz/EWyOh3jlmqqfIevaNx3h30JilSqnuw8va9YADSSB9Nv+WSySoyrKID30EMPGc1qwDvGVm+88cZYR9EBTSWbTpFBSEZPPPGEkY9LdJ9ghvJnzXogmgfstySah+z6jPDA559/bh4wPGhgd4UzAA90RazNngeIKt5WdcCAn0xEGnUiKWZiGJCFpSNSl9UrWysPyK+bJ2q7mMm0bg2zxpr1QKweCE0zBbBBD5hBaLpX64zVB1PZDqmKtrY2+cY3vjGlyP1Uzmn3SS8PIC8RWhW3WgNbN1cq+KlsSIxCQtzjR6soi977u+Th2g/ktb47x4oIEpgkDZCUOcDM0N/lDxa8KhtKtPIuedz63NA35u08LZT3j6t/If/wfqkpsKcrYrKs4UHJP/Pf0nfsbenq6ZXWAR0q67HLFbRw6/HrPKflSNcl8k7WSk2FblFQs9doUsPmPK0afqEFjwDZNqsu5WIFG3k+wQoDiFusYG+BMv541iHrMhtGWi6FmtYWnjP6hbAjWxXQpaLvQQVm002LsFs1wtEwLdFrVatAUruCTBRByhVlVub2G9CZqvZoM15WfMowcp2iVV3+QjmkfW7yRU/DxC/9w1Mfa1DIsVDTpQnwOuCnc/1hEvr1d1Go35tq/Q63+MqdVfY1AzyQq8A5GvYDqvkZaoDfrOM7aW1ueCBXfNJyer/8j//RJA8++KCQlRSq+xyJQTpbHqIA8FQNgDLSPHyqx7T7WQ/E6wELgMbrMbt92nkAtieRNAfoCFfkCEFnh22Sdh3MoAbnjWhqUOWg5A4OB4GfdFBLG6juWv7IaWWIdkqFWwsc6EQHI01+ZUGzTt76zOfuYS2SpFVs0eSyZj0QzQPoC/7ud78zAzL0hBhovv3222a3FStWRNt9Tq+n+jQpzqTFW7MeCOcBR+PLWXdP9W4DfgJTArw5BiMS8M2lcODGkrPy+5YBU7mdAgd/+MMfhIqiWCjzc35Oh1xSrOCn7ocFM05JqXNrsaIflf+HnDp1n9TX15ttov2X1bZbDm9/RbKHB8algFPoZIE+b6gUvkjBS8DDo6rVeDTKAVdquispsQOqW92uDEXHYFku0eMsy2+WEwO1Y1qhzvqZem3SFN2mwQrVH0SHkrTd/Amg3Ey1JRHn+VPrJmXY9cv83A6pyes136mAaiz2ab/OeGvl487Vcl35l6ZqN2nsAwr4kq5M9glanJ/1rEz6+GH022pw9bBd1q+u+UpHY6SG3dkuTGkPoF8Pc5gCYwMaDAk2lrGObaxltgcuLTohtyrho0LvVbDVKYL15dvb5HDLVRoevPhsxAtIg912222mInwqeIXnMvJwznM5njYRxLRmPTDbHrAA6GxfAXv+pHgAUIOJF2Ank6fgSVHwCWF53XvvvbJ69ergxfb9LHnAPdgiRQU54vWQDjg+JbCrq1sWlhRKSUGWYaoAgK7Uyqkbis7ohLR7rKLtAumQane36nKVmkEElVWJqrcom/S4py6tJ3azdFky+rROtWU6SdQ9GPSciiZRRjsrTOfwmQVAwzjGLjIeWL58+bhiCdU53YajqcnvEzwESEVlchhSGJIosD0nK3r07QUEKy5WMzc7XviP5z5A0oKCbvmvd94x31MYqdGA0M8/+IPMH+lT3emLYKVzXFKnqfRcoSnKwUVNnPXhXmGIFqnO40kFOYMNNmi3gqCsq9Kq5QPe/ODVM/w+y+hoz/BJk3K6vkChPN10k6n2Xq96jOh9AjQdG6iT7V2r5RIF2AGyKfJ0WtP8R1nDqr2n4OcCZWau19T0ZgWEgeOTZef1+ADNFTn95vsO69OxPAXBsvV30BcoUAZribPYvmaIBwg2cB9ZosW0kFTge4Dlqn5tjTJ+z2vRpEYNSljLXA/cXHFQtlbsVfkN7+jcRbtaIl4pKYW53iE/O3eHLrkIgjKXPXr0qMmKSBWvlJeXTwkARfeUZ3uqFA4GxP3oo49MRhNtouBUsLZoqvjbtiOxHrAAaGL9aY+WKA/4vVJw5neS275L9bdURyxXdZ2qrhTPEtUGc4efJAB4Njc3S0NDg7z77rsG9KQ6XDD4yWQKUAP6PkVO0AWjOp+11PDAcF61ZOdo6nGOzlqH0HK7eG0GfV6R4SEprVgs9UXXSMfeg1ooQIsRaNXXZm+ZsjhGI+noeVFFdeVI02h0Xa83E+tFeYXKFu2UT7vXqAaYja6nxhVPrVYwyKRoyrJlywz7DEYoGqHWInvA6i1F9o1dI3LrrbeaycQrr7xiqrkPXrj3aj30Ce5hmd6uZcSkxYu0tLQYlgnPaFdgUFPQ+w1LtEdTlZ0K36SlT2ZUVwZqZWzAHwYo6+itmQUh/w20nJTFlS2yOK/V6EJ+0b94bAueJaadY0uivyGllTaEY/MFDPN1ZJx2afQj2i2iecCrFd7f6dgYdrM6ZeMCdp70AEhzZUYNhmhJwKMAd78pREQQNVlGWv7B/iUmVR+9T/RgYUST+kzbKEC1L0hDNlntsMedeQ8M6HfzC7323BdghhMg4d6ALAYaoBRPCy6aNPMttGdMpgfKsvtUA/uAFGsBV+QvBvyj8xG3UjaK3YOyRJ87W7VA2tsdm8Y1Y7pV18cdLAEfyJxsbGyM+0jMwVNp3v3CCy/I6dOnx/qxb98+U2H+0ksvHVtm32SeBywAmnnXNO175PKrPP/nfy85nfvF5euULE1hG8nKFnfnAclp3y19l/+DBNyj6c9OZ2GIPPXUU6ZgCTdWB/Ts7h4tXsB23KzRq+PVWmp6YCS/WobL1kjuQJPUBLzS6gXUBAQNaJrIgPi1QICULJfrr35c1tY9I959O42QvAN+0ivYHqSTlCgQ2j5UYiLppPXVamR9SX6LAUq3d69mU2vWAxM8wL3kxhtvHKu4iWA7WpfWwnvAajmF94tdOuoBJjsUMYJpje3qWS7LVbIk2+BOwUEu1edW1hsyni0KAmCk2J06eUJW5Z82+xS5vAYgJT0Ujcr9fUsnpAqaHYP+y9JjBoNcrDpx4oS8+eabct999wVtOfq28u175cHaQ/pB26L/w/akUBBg2eGBReYz4Gu3grCxWq+yPCmyU6DZCA5wO7rviLI/PdKhzykAsHis0t0j67VIDu3zKIusbbBUmoaqDGMwmczFeNqYitsyFshRph2SC+EAaSqxA0Q5LORk9uG9zvUKdnqM/mqxsoALsnymXW36/Qcc/UQrzlvLTA9QJMmrwaBVmsVUlq0p0DB+FYA/pcvTrfBYZl6h5PVqc9lR4VlG8AtZFMf8yvjk2QYD/BK9t4cCoDAnU8niYXBedtllsm7dOgM01tfXp0wqP/4MJ4u3Y8cO014b4E+lb1xi22IB0MT60x4tAR4o/PKnktPxuWQNaVR8pFzaewdVsF71mUY6zfLsff+PPHNslVBVb+vWrULhnEOHDo1Va3a0PmkKTE/o7VSPpWqxvZkl4AIl+RB9K74rpX2npShwTHJGekyRACLlVKdt1rSggmVPmhYsqFL9mapSOdQ4OrF2mgV7I1e3D67MSsGCZk0rIuWI6ppMOihYYc16INQDsMSrqi7qx3IPsQBoqJcufm5vb7/4wb6zHgjxwLlz5+Tjjz8eW/ppz3q5rfqAVKlMSY4Ldv5oMSR9a8BPnzLjftt0kxQXFxsmduD4S1JcoSBBVrv0K1MG0ArGFFWUKWSzs2uZ6qh9YTI7nMCnczKDsSqKOagsm1ADBA21ijfvE3fPF4qXKsdT99MXY7xfXtiizxW/dKnGdKOnSs55L94jQo8T+vm0aoVS9IZK64C7FEGi6BMFbjhmvrL+VisQMhBol0ZvpbQOUfwvsl1TeliuKT8spdkDpoI5z0eYrl6tfo6e5/6+evmwC/DsYgZF5KPNrTWMBbwKYAO2A4aGFnkqUPChw1+iQMR4bcbkeMklf2y7Wg7mLzFZK4UatCUd+lD/Iq0AXpOcU9qjJs0Dm0qOyw2qLUtQAusYKpZtHZfIlwPhC5yRCs8fYPv/z957QMl5nWeaX+ecu5EaqZGJQDCBYs5BoihqxSBbpCVxJM3I9vHKR2HPend2RmPPscc+s7aP7D22RtKRRFskJVGiRIlBpBhEMRMgARIAASLnzjlXp32fW/13V1dXd1d1ABrd9ztoVNVff/yq6v73vvf93hc4vsvJIAw2OjN2ln7H5zoDxWJ8o3fdKwA0OrhX0QZRyRYds22ymQrKaE3u6HPmNRJJwWRjpMRUrHXPxbJ77rnHfvnLX45ggeIF8Mwzzzgm6Lk4J3/Mmc/A6F7hzB/TH8FnYFQGmIF599135dTZbTe0bzfrarD6vlJrbg93JNo0RuruS5OWV521HnzOThztEaMi3Sir++IXv+hK7Lg5sB/KVm+99VanAYrGp4/zKwN9Beus9aL/ZjkHv2sDNXusvbFGjqgpGhQWqqRtky3fXW833qjBckqWFRTL7bWx2rrbw9eYAnNDA0qNkbVNspthDa6egTMDT0TmKTHzAGiQGf9IBnCspu1gdhrmWSgUchMricxyz8dMIjniw2cgVgb4bvz4xz8e9dY/HLnTvrLyaafdHJTCo8fYLWDqkcprrEpMxi0bKiylq9qy2/bYqpIB21u9wDrD0qBWL/CwPLPByjPqDTb/tcUfWpqmyGCbBiCoAy8FXNLuP3LqylHnMGow2XXM0loHgdR+bahwIKgegSR4vlhyK+/VrZJJzuqEtKQx5MMsSScjJ/JWAaHNujdJ80/AJ/vOFZC5RY7klENWZFaLAbbI3he7NXxkPUTEBdKnvKZwn8BTymb7xWbsdRpyKPlg+LQqu1rVDx1OLuBJgWs+RmfgtEDiMpUeLxYgXdlVOMgiHnBl73wgdWLkotF4tuJY10Ljz8f5m4E7S9+2y/MPWrZKmAHXiaLUVluyuFFMvi32cuPY5bSR+q/nbwb8mcebgXaxPJmwAgSNDsrgudfARI+OZcuGpVii3zsXrwEzIQtMNAmOVuhsjpycHLv//vud3NVjjz02dKrt7YMDy6Elo58gvQdblL4HJKu0tGEtZxi7vO/HEKPzNhuWjP6FzYaz8ucwZzMAGxM2CI8YDyHqfOzYMaOhgbnJgGZL+VHLVqe+OdQ5Ig89fUnWGVKZXG+7lYkBQglcUM6+YMEC+9M//VPHCg2WebbniPSdVy9689dZ86X/05I7Tlv94V32+DOvyvU9bAZQJ6D8RiGgfXly6M5eZJuWtdr2o3LT7O7VoJLhJGLyvdYiA4G2KBZHarKcFnvlKB9j5vW8SpA/2WnPAGBNW1ubYZKCQPsPfvAD93raDzTHdkgH73vf+5597nOfs/T04XKuOXaZ/nImkYHt27e7iYToTTss2/722L3ScD5h2woOufb6iErMX2wc1jzjd3hy9ws28MErmvzUvb93uLtKiTdMyjKBgAsFJv7Xg5+y/77uFwJBhweUDCIBEF9q3GS7OtdHn4Jjl0YuzH/3r8MoZxi7iHxrEAFNErAhF/qmNbq3hO9FI1ca/9UeAZo4wK/IqJaDPJUIYsDqPgUbETf4bLHAMENieUlaiyuPPQBoGhXbBLIUikHUoQlhJvJgzvZogpBI0/1N3SgZ63TYhpxTtr+93A51jt5H1C7n3UvAaFjESBssz653VSZpAiNg4J0Ws3e3tDdjlcfPu0T5C44rA2uyTtvlasf4PXZJpqlrkHGek9KjZZ12g/Qe94vV63U940rnnF/p/bYKfV8OW25yp+od+ozSdwLprmxVNdCexzLYg3E5mwLQb/HixRMCoNzLZ3twLWvXrjVK9ffu3evwCJ6PF/R90Q8NfALQGOc5ValXXHGF/epXv3IA6A033OA8R8bbl3/v7GdguEd59o/tjzgPM4DuFo0LsWfPnlEZQCerp09dz9RYoxBuEHAekiy3sMxu23rLCEc8P8syKp3n/YL+7HJbuKXcLmwptJdfftldDzcqoldaoL3FF1pab4d9ZNUpO1bV5YD07NSQAzgz1PnM1KCSQU2vOqQ8p7Sksq9IYOpIDVm3wwT+w62TARKMHR9zJwNoBj/88MPOuAUw1Ed8GcCsBp3HFStWxLeBX2teZGCiSch9Kg3lLwjadu7jMEvWr19vv/vh9+2S3F6136P1MXucVmOfA087rci+ceALdmPBTru66ENX2nxGpaU/OnOjdVrsKpCNGzcGh3WPHbVHLTNGt8Mt0n9o9AGq4tbe0pU4AMpB0qTxiAM55f+FAinTVIKNfmdhapuuUTrnek0fZ4UqXVKT37eqUIHA0WEmItpwxQLuknUunA8VD2hZBpqf/TpBbo9dDhyVtqTMAD0AOuJjdi/I9ZtiDjeqRLk8s95VhVAKj/QAoDEmWz7mTwb43QFeMrZAr5e+XSJxpeQo0Pft1vila2B4EpCKI/aLtAGs7Z/XXJXIbqe8Lm1Jotcy5YP6HUyYgRNdCySLUG6bso/LBK1bbT/fNybYwmXxkD2eqbtk1H4aGxsNY9/ZFGjkjxewKwEWz5egVP/22293ZKqJKkipWg3AT64PQyik+SBTMF4FICUgfWG67GN2ZcCP3mfX5zHnzyaSHh7rYilz7k4ptlRKuDQa6U3JtVRRymGHpve3Wbo6qZn5FfaJm7/m2UaxEjhHl1199dUO3Ny9e7ddeeVwOWNn+cetX9+RtMZdVpp8xtoOvC/TrAFLT+mVoUC3FeW1q1OapoFOtiuvrAoVGayaaN2v+NI2YBVZNbYyq9rN3NKxbBKQCpukOjS7Szziuz6/FhmAjU4Hpri42BoaGnxS4sgAkgEwAXz4DERmYKIBRLAu3x0GHWVlZUMlZJgmdQn4pBSQiSu0ESMD/U/eizSReKn5YuNvorj++utt5cqVQ6vh+ppVkyrw1FWpDy0f+SQMihztmtz3HO3pu8p2OA1qmD5hC54BASTdNiDwpEWa1AByHKVEzNaytGb7SP4Blc9uHQI40Q3lfUBZymwBQfv6w+flzlVPtcgxGrM1ARhLR86t5/9zk6IYDX3QvswZJ8K66htkYvn0zI8MMHVwQe4pxwQGwKQsuVW/Q/p0xwVSxRuFae2unLknquKI7ZmoYTK+WBMnZyuWZtSpn1ojneROVxWFpMPhjkX6nve6NqFHkyZ1YqN3RLWpZ+v8/HHMSb3csyDVNueeGDRuHZDucJrVaAz8k+prYkp0HT58eMR9azbkcaJ7PIaio+RmZsOJj3MO4BQTYRVszhghCIDpiooK27Vrl1sU6RuA+ZOP2ZeBeQWAvvTSS0ZHd6xgJuOBBx4Y9fb+/fsNXYjjx2XMotmMLVu2OIbQqlWrRq3rF4yfAcyI3nvvPXU06MKPDgZCuZd92dKO/9BKO05ZX6q+olQH9HWp9F0u4NkVlrHhP9iAL7Ucnbw5vuS2224z/kZEcpp1L7nFQmVXWMfJt63g6BvOQZGOLIMZZlQZYDLDf1KO8uiqHZW+2mRia94xW5t1RmWXLRo8JbsB7GIZW1CuuKt1VUId5skc329z9jJAGxXLGfLsncH5dSSMonz5+/n1mZ2Ns4X18OGHH1pTU1PMw6ENxoTWRRddJDAvAsjT2piRLd16uzXuO2YrZUDERBbgBAGbf4Ha4UoZ252SFE6i0dLS4jaBobFjxw6jb2h2nV1dfCBcBh9jh/RZIsHWGKuMu8jpdgrUBLTlOorE+kxKph8kWR/dp7gmArM/rhWYk3vLQnQqpVlJdPRnattsK7UWN9EX1pHTHrQb2F4p+gsNyrtwj5rK+boDzoP/mMjEjdvH/MoAvxfkNyoyqwROtjvwiUkJjMryBBxm6Pd4QCy9eKJPlUD8FpmQ0C5GBJMdDHeobhsvON7qrErXriGN0a7fOkZrJ7tKtcuRbeN4+wFQW5d92krV1jBJAlt8RX+1faTggNitmWorkl0b06Z25JBAUUrzE9n/eMf27yWSgRQxgq+25+ovto1yfEe263hnqTWkrba2UGywnH7pTTfdNOpemchRz+a6YCTo6s/VgNl69913G/0J+jBUjQUAaHDNYBp33HFH8NI/zqIMzCsA9IknnrB33nlnzPTzY40GQH/2s5/Zt771LbcNrqQYY0B7/ulPf2p/+7d/a5dccsmY+/NvjM4A2hgPPvigweQLqPOUTiLuvHnzZktGyV/RmSoG34nHLamz1pL6u8SQSLfegnLrXH63dZV/bPSO/ZJ5nYGBtFwr695jvVkh6+9NskrHyExyGmsMLAvSwh3aGpUUTiZg76xSRxnw83RXkQaZYaFrypuWCATtGTghTboClTOeDefYyVyB3yaRDHjwM5FsmStXTmwLv/Z8yADskHvvvdeeeuopJ5EQXDOaYPSdNm3aNC475IrrbrP6MoF7x56wkoYPraQP4x8BDdoR7e1h6VvWTIJ9/8EHYbOj6ImOlxvW2/UqoQcc0ShTR6HsffBRS//5+O3BJST0CNNsiQyUYGCdEWjLNQB0Ak5wDLSrAxAUWRWOSCluenKfFagaptLCACgH3d263IpTW1wpPlvjZA44myowlVLKkLbPlQxMY0+OHfT6n6TMh8/AqAwslfTBsoxasSQ7BDyVDFUFYZK5OLPJMYTxGYhmno/akRYc6yzTvmqcfmOzNOZNv20C8DND1UhIUhxuH3viPUf9yI8UfGiL1c+kr0r7AyN5cXq9gMwW26kJ9nhAyoUy9lqjSXoeq9TOdArYx2F+ffYZ7bdd5mhZmqgv09kN2DLpEGdIkoP9AoL6ODcZYELrreawRjWswy9rfIz+fCwDHkx1YBZSKXGug3sOE4jgIrGCezvAXzCmj7XOXFiGw30QMEI/9alP2fPPP+98BFhOFVn05G6wvn88txmYVwAohjvEV77yFccuiE59tIYkIN0//dM/OWbLN7/5Tbv22mudvsMvf/lLt/wb3/iGPfLIIwb7xUf8GWBGhL/xonPlp6170Y2WUfOqJXfL8zWjxLoXXGP9mee+4R/vvP175y4DyY27jbLIU9JnCzqLAJUhdT4xh8hWidNazbC/07om4ZMsz2iQsUSbM94IwE920qYSoozeHue4CxsU914fPgNzKQPoOG7dutUov4rF5KP0h86uD5+BWBnAoJBJT3RiAURhdvIXb5RccJs9u/uQZTS3OldlwAHYS0dlmpRImWrk8SivZyI7On5Re60Aj2y7rfQ9OaqHDZXAQTvl2vutY7dbZe/k2vdUAZ8psroA6BQnyx2WfVLan5kSNi4ClMjU/StT67WIqUVJPPexcNH78Jm+1bLeTcRtsFNiizXrDckDsQ/QUO07VaBpsyRfDnUu9sDGcNr8M5+BERlYJLCR0vVaTaRESiLBBm7S7yc/pd0WCUg8HEef7vm6C1XKfFKyFU1WICMzNGZhfTKB0dOfLG3ZQnu1eRgoGXEiekF10QoZcvF7hwWIri9A7CIZvDEZgmb90c6F0ZuNeo25GhrBtTKIA/wkStRvZXKFUnxY4TBAG6Vxi/Hasqx6W91fJQB3gWdBj8rm2V9AqXR+fr4rpY7lkcEZQRg61wAooN6PfvQjx3isqKhwk5iRpIE1a9bYJz7xiTkPfsb6hvAZQqZ75ZVXDM3WucyAjXX959OyeQOA0vmGplxSUmL33XdfXJ/RQw895GbW/+iP/siuu+46tw0zNGyP2C3sUMDQP/7jP45rf36lxDIA2Nm5/FOJbeTXnrcZaKw5ZYUCI/scY2dkGtA8cgwbDTAnEzgzpmsQy6A1OjCxyFenl3V8+AzMpQzceuutdtlllxmMubGqJzCOQvCddX34DMTKAAwIqj8mE/Tddh5pkQ74BteGw6acSfO55xouNf4yrUlu7S12yGkBjtQfTfQ6QgIjKF9PSmqR669MnfQ/AAVgCwxOHMi5b7nyVN2rMDsqz+hU6XuRNUgXNDqerNvmAM4Lco7L6OiMwBpp/Qkq6ZQDdYvAkg+kbfliw5bozWb0dW5yh2O1duo6ffgMzPYMUBmECVm3gMHoQKaC6h7K0uMJ9Q7toTM32P2LXhHg2KwJd8zMpCfem2FVPZixXa9XsUvgC1LbbYGAU87lhEre4Y0StA1nugrFHG9yGqXxAKBo/nLOmC8FgQETQGyrziVdRAD6sQRtKCxzXOoBTc9MQkokOIZ/nJ4MBMQgQM6xgvvhuQ6MfwKT0KNHj444HQDAu+66a16Cn0EimOC95ZZbgpf+cZZmYHTLP0tPdKqnFbA/cRaNJzo6Ouztt992qyLOHx0sAwB98skn7Utf+pJN5HYavb1/7TPgMzC9GWjsTLH85CQ3eOxmYKnhGFpOaOtkSoS+rSfTlSJtzDnpyp6YZa+XOPwJlQQxYz9e0ElmHTqP0Xph6eq49mqWP1ZHerx9TvY99EwBASKZqJPdl9/OZ2CsDKDfuG3bNmdAx2y2D5+Bs50BGMePPvqo+w5ybNpsWr/JBIMS2DW1tbVxbd5lhQI/C939ZEvuIaeph670CTG0PuxIvGT0YPtiK1XpeqnMUOoFagJAwNSkMqFfpfA9ur9QCpuq+1WqXkPoBIT5g0WvOgCluW8kEHqkY6GAizaXjQKV8QamUGekF4q5T+AMH9fFTnqlfrtaDtgbc044IAUGG0ZO21vWCIRdMem9+g19BmY6A0xch/SbAzCMli5iGb/HLqfFG9+ZVMtg8x9P3GUX5R1xgCW/hYMqe9/fsXzcHfAbh+0ZBi3D4GewQbiPh1Fap+vzTfSbdkZeaiMBU5HCIGCW05aoa+wY6LShQTgte02+pOrPx7nPAOAhTMr6+voxT2Y2AKArV650ACfmxJGBDubHPvYxX/IdmRT/fNZmYN4CoL29KjMSIzTSxSvyU9q3b59jf6JNiV5VdKD7QMk87JcTJ044ynP0Ov61z4DPwNnLQN+ia62l8owGhXJ+7+u2fGkpARTSASQK0jrs9tJdKpEvVodT5YjqoLap1HBFVq1tb14T03UxOHtc3ptVNhTWAC0eGlwiVo+APvucaSf4BSrHWptdOVgGSvl9lh0TO4lS0IA1EJyvf/QZmEoGrrjiCsMpmzhy5IjTMYq1P1h9lDjj9OnDZ2A6MwDr+IUXXoiphRYcB0AzMDQKlvFIqf3VV19ty5cvd6X3gJ+UpTGpDVs53lgp3eeP6p5RlNrqgBJAjYtyM2S8dNieqPmIY3XGu69XGjcaMikrMmt0H0HLNAxOAMT0SUolYG9RJA8wQZvOhBvrP1j+on3rxMe1bHii7qL8o7ZKki6U0cMS5S9PlQjLpW1IvNK7SWX02e75TP33ybLtYqCeVNlvmIGapLrfUrHJSqWVTVXEm4PadjN1fL9fn4HJZgBjMcrOMVM7I6Z1wCrHDb4QXVBNjFdNQl8YQ0z+4g1+60zqMFE/OmRspskQSvQnAj/ZlnJ+Z5I2eE20IW5iXr/LHF1XU19OBDsUYFWaknKDR8rJx7nPAEaSVEugmxkNLgZnV1VV5bCJc6UriQ4pHijR54enBya15+q8gvz4R5+BeDMw7wBQgM+vfvWrtnPnTjfTAogJywVdUMrjgzh9+rR7ikvpWMF7ra2tdvLkyTEBUKjsHG+s+Ou//mtnADTW+365z0A8GUhJSXE3nsjvcDzbzaV1Su7+Gzvy0AeW2b7DgZKIMDGfzkCTZ3QkGZgBiu5qXelew6CpSKlW57BLOk35bhBKh7ROHckj0lwK2J4nVZpUnlFqaVkakGbVuU4kBhZ0lmu6WXexSg9nbrC5XB11mAWI23MdYdOMeoG9DDQ77L3Wihn7KGGcUkYFuyCaKTFjB/U7PmcZuPHGG+3OO+8cOv7TTz899Dz6SXZ2ttPIRgc0WkM7et2xXtPZB7DyLvJjZWj+LUdiCHmh8WL16tVOfuj48eNuteA7RN8Nd1ZeI1lEUNFz4MAB9+cWxPEfoOfHy95xxiTcE5A/AZwsVMkqjK27FrxtP64KSyPFsTtX9v7Tqqvt6qL9biIrJ7nTsfgxWkmXGQmO1Nyr2lS+Kl94VxLP8QASKZG9tnC/vdIU1trFQX5JeoMDNU5EuER3hWQWqXsaE3WrsqsSAmLiuYbIdTap/H6t3KYBP+tCMggdNAbkXlqqc7hcpi4H2pdYQ29e5Gb+uc/ArMgATGlATvo3aGFiVESfDjYk7+1vX2YdZwEYbFAVUptK0cuyWqwpKXvod0SS6J+2q92p7YnPvJMJ8XJNgKzMrBa4WycwVLIbakPoM6Jl3KH2oVsTLvSBaSNggwKaxpLZmBUf0jw7CbSpmbRjYnmsMngASDQ4161bN+nsBCBlUVFRwvtgQjx60pHS/a997Wvzuuw94UTO0Q3AIoJgXIBZ1myNeQOAollB/Pu//7sT7IXBCRjKj/nFF1+0HTt2OLd3xHuJwIFtPAAU9kHkuu5F1H80VoCtYwUuan7gN1Z2/PJEMzC/v0vp1n/1/2s9z96qRrdT3b5BTTW6e+rowdakcxuUxaPJhsbaxpxTrryx3WmXsU2StQpwXJJRL3fGdW5GHeMKyvoAAJdm1DngEwZpVX+RHe5YZIc6xjf1GutzpLQJN05m4imxR7z+tDrfgVEG28Hw2Zx7QgBsg95XZ1nMT4IyLRzoubZqOX5WqQRrOoN8bZKwP3ngWHSWGzWY3d9WHneHfDrPx+8rdgb4zcPCpJqB8t5YHWeASmbo6bjGMjJiH9zrYM3ddNNNQweio40Z4FiB/hN/HPvjH/+4vfXWW04fG81szineoNMU2XGKdzu/3tzMAIBldOAaz3f497//vQPb/+AP/sAyMzMNWSP6cvTxKB3ke5STk+MeYanAIn322WeNwWUi8ZGCg9Lza3XMMErWg2gPZcgcpdndB1bLcRkn+ngD7c+XGze7P0CIgNX1x0ufEeTZ7ybWAiYa++Qe1i1dT5igqwVoDgGgAkYol6cqgXUio0nu7xVZNWKttkcunvbnG3JOO+3R5p6sEaAN99H0vl733kbdP15t2jjtx/Y79BmYagb43bzbstrpYFIFhBQFQ3Umsg92LBHLu3Sqh4hre37vBzWBziTz0qxGa5FUE+X3vEYbmPM4IPmMeII+5NvqswJyLpTJE7IYTdIE7lG7QyUUYCjtCH1G9D9Pa9+73OT5yDYknmP5daY/Azi8g0FMJKkHXrF58+Ypn8BkxovcgwFQA2CLvuXnP/95dy+e8gn5HcypDAQT0LP1ouYFAAqYCaOAQLvz61//umMH8Jrlf/mXf+lMHv7mb/7GvvOd77jGJ+iAj8dqyc0Nd4oBOX34DPgMnPsMbNx8oXW9kWNJoTZr0my35r7dSSF4T+CUy0CT2e/jXZkODAXoyxXLpr4zTx3CEs2W97syPsqjYLVQukjXsVcdVTqL+9rLxcpRyZ+A0ubeHAdcup0n+B+ljVtyjzt3ec4PE4xWgZuI0VOSHzBqFgn4LBTjp1Xl+gH4yaHo5NYIMMWdfklmw7QCoOjQXSltt+UZte5aO6WBCngMAxUGFOc33YBrgumb96sz6/7ggw+6ygVKfAkASNw5o4P7GVItdJphdwKSAhzRmQW8HAt8fOONN1ylRPT+ol9v377dnn/++aFOMQ7b3/zmNxNy+47ep389fzPABDVgPOxOQPhLL73UPv3pT7uE4C4bBAPG999/39B4j3TNvfzyy+2zn/2sPfXUU/bcc88Fqyf0CIDAxE9Nd3iiO9iYyal2MaswvaPcPBEANNgHjwH4yXMAziSxtAZ0D4gOVx6rIlnuU/EEIA5sL9P+YgUgCMdDtxpN08kG98wUmap09ow2BkQ7kZJ+7pM+fAZmawb4DaLnC+AJ4Mik9tlgfUbn45COD0DZ1V9peSkdrq/VJvkKNOqp7qGsPd7AXA3piXz108LmaMmO4clkTjDZDsDKZDsO9+jl+5gdGdi0KczwD8DFsc4KeRgm96ieOZtBv/Ef/uEfHADKhDmapXfffbfv553ND8Efa9oyMC8AUEqhHnnkEaOzjEhvQP8mi+h7/tVf/ZU98MADrhONRhTmDzAIiFBobGfngFEQDD7dBlH/rVixwg1KoxYPvWQfaHr48BmYSgagmgNiMFic19EXshKN6fiNp6WLmRL1+w0PCSkJCot3B+YRnSp/CsrdYTpWqyxoqZiPZXL0LFWZeWQJEh3GWoGrUwlcN7fmHROrs14z9Nk6Xr7r9NJJBQylg8pMPhE40AOARgdlmYC5sBemM9aIJVAupmu6zuWYTD+CwTrl9jBCN+cqB40FjhU6ncf1+4o/A7iu8/3+8MMP3e+ezjBgJqXBhw8fjrkjQCJKgWFoUv6E4P5YpjDV1dVxg0fRrFKkYTAJvPnmm2OeR+TCsrIy6+zsHHIVjXzPP5+/GbjhhhtGXHx0PwlQ/1/+5V9iMjvfeecdoxR+PDOJETuP8YJyWMBC/o8OBzLqneA+Ev3+WK9XZlbax0rfFbO0DXk+lY7n26/rLnPGQcvU3makCJjsGwlKZgisBARtEPs/CJifHapGCEuihB2n0fHjHkZJeofuC0zORQaM03VyjKeCAbCH+1y9ZF/2a0IPllii0aVjMAkImBrcO4N94DrN/rk/+fAZmO0ZoH8TObl8Ls73QEe5M+SkP8dkB6ZIlKcHfa9Ez6lFv3/+gmBynz8fszcD9LkgbNEfGi94n3scHiWTCTAL+n8YKkVreY63v5/85CcWEL44NnJJjY2N423i35tnGQCLAHMj6H9R5TyTsWjRoknvfl4AoAwM+bGO1Vigt7FlyxZXBk9JPAAozBgiWusiMtMM8ogALI18L3jOsccro0+0AQr26x99BmJlYKKZw1jbzKllyWnWn15kyV0qadLYa0BMlJ7eHjezD+TJcCykzm6Lyn+IDGmvMYBr1mtmziODASVabzBdIgHQyHUm+3x1VpUru6e0MtAOZaqFAeNyaYyi7wbTskkd2BAO9GLr4OwZHWkweQSWBmzR6Pcn+xqzjiKZRh3vLBnRAedcGTzDSC0RMFwzCZOfWT0AAABAAElEQVSAyZ6T3244A3RgkW45derU8MLBZ9xvADhhxkUDk6wCaApbk3vTZZddNmr7YAGl74l0joPtgsc333zTmAAEkI0n5n3bFU+S/DpDGWDyOJiEHlo4+ARgP9Bxj34v3teNAgVpe5EniTYTQpYEALI6ih063r5vKd5lt5a8p3a8x2kNsm6xdEb/bFmNJrvWOnkVJFHYN4x7YNeslB4HssIAe7V5w9DucVqnxB0wMy1TYKPuab3SaOacKG090S1zPLnEBwH4eblK+ldIGxCTQDRNAW8XidFPO/52yzoHtgTrx/OI+V6FTJgKdZ+o6U4duk+kSe00N7Xbarvz7ICYbT58BnwG4ssAEwknpek7nZGu9mSpqoiYzMHsqdNJPU3nEebfviSUZUvF/l8oKRTGDx0CqzFCrYtTqzVWxpBzAUtAziUeUBHvkaVLl8ba1YTLgr4Wj8HziTai3xg5sY7EUbzbTrRv//7cyUDkdyKR79e5yMC8AEDjSWygVxYwBgIANAA5Y+0jAEcnIyQca39+mc+Az8DUM9C96GZL6ThjKT2tlpOeY20a7PULO0xL7VcX0BxgiP4nGmqU6FF6zuw/nZggwmWClKVjRjH9ZSYFGrxmanBLhzQyYBsBzgIysg4AKPqeDMCXqsydcwypFJ9gUIuDKUyfahkxTV+EzZ2QC+D6o4PSe4DXQFYg+n3/euYzAPATC/zkyICe6CRSNkxpcHCfij4rANKxAFDugzAMphpUXcQLgE71WH77uZ2B7EPft4zTz1pKqMFCfWqhU8rtUzf8b/bE7/dNCagfK2vvtlRYhQBDGFkEE2KAhlQNOPam2JP7ZJQSTyxNr7Gbi99zJfW0qyGxPLkXpamEHMBzW/4h29myykmiZAs8hPVJcG9q173pd9INrQ4Vu2X897HSd5zGH+uxH1kfWWZqj2UMwLZIsvfrlkuveZjVuVKaoMslucL9DkM/Js0IQFSqELbkHrPfNWwZAjHdmxP8t0Pnuy77jK3MqrZFGc0qpQW0DZfXN/Vk2/6OZZ5xNkEO/ds+AzOVAfqHNxTvtk05J51mPYrCXQMZrtz/t3VbnSnbTB17Lu8Xdi6GdVRIURGFNBQTZUwuIWWwt335pC5/5cqVbjvAz3gmngMd0PFk+iZ1IjE2gvXJhDuajjD6mDzHrMmHz8D5nIF5AYBSIggbBbHe++67L+bnBROTCGZUAkCUWRZ+8NFirs3NzUNlhziO+vAZ8BmYHRlo3/RVS2v90NJqt1tyb5sGrAI+Nd4L9YopKTF4mDGUoMNZQcsNEXqMJggGcJSho6uJAyeMxwqxNSk/xwBorEC3CaYoA0vYOcEAc6z1WT66sDK8NssZ1AYB+InLfLo6XkvlVtrRi0twktNYAyxFJH96WQNJjg2brBNJEes0GgRFF49BOTpvPs5eBuh0xtMxDs4IAPNP/uRPnEnRrl27jPKqyNnZsVxEKYn/xS9+4ZgIwb4m+0jZMn9TKVOZ7LH9dnMnA7mv/Yml1rxuKf0dYZBNzJXC/qO2qW6n1ay413acyRqTDRqZBRWJ26cWvmkrs+ukftnnJr5eb1onBuQwuzJY/0TXQnu9aYNdJdf2gpR2W5jarN+PuXLvOpWmPl13adwgwh1lOx34yfZMIAXRLdYmE0m0qUx6PV57hV0tt/dCDay5B+DO/LuGTQIThwebS6XLvF7u67jDn+kqlA7ngKsOSNZAHLZqstrsMjGTjuv8gwDk5H52WiylyHtToybPMqVlWixGf6mA3kQY/f26g/6s5gr7aOl7znWaagnAXcrq97StkNHTpuDw/tFnwGfgLGfgzrIdMvg8YQVpnUMTLoXJ6qcmd0pntNN+Wn2Vzmj6J/fPxmWuUp98k4xBuQ7678c7y4wJGdqkmQ4MSSsyq1x7jY5qj9pwZKowJGWCrEV945NdZQmfRqDDfuzYsZjbMpG8atUq++1vf+veh5z10ksv2V133RVz/elcyDEDM0yAWqSNqJz14TNwPmdg5luLWZAdZlS+973vOV1AxPEpy4sMdBP37t3rFgUixGiDIsS/f/9+p+F5zTXXRG7iGh7KrDZu3OiA1RFv+hc+Az4D5zQDTVd823IOfs8yql6w5O4G60/OsO7stfbTDxfaku7tKgmqtST1/drRKJPWW1lGqytlwTWTWd1cDUYB+OjQrMlGmL5Lg+S1owaI2cldTstzgUoJw0ZGYS0pSv+OSGB+rEBzDZ029NrQcwsCAJbj407P4DSIvW3L3Czz6r5Kx1zFMAOgFfBzT9tydfymtyNbpeMvlgkIJT5VYqAG+8/T+XKdp1WmVR+hSRecp3+cuQwkAn4GZ8E9Cvds/ihhgjVKiRU6PbE6sNwL/+3f/i0uMCk4xniP3Fcpm/rzP//zMY2Wxtvev+cz0P/O39vA6ZctTW1yR2+adcuYjhLEXLXVSHFcFfqlvdn9SSVqNFs9MntL0mrty8uf13YdateF1AmNZLJryUJpGosl9f3KWyNXd8/falkvFmOxXZx31E2KUQ1A20zJelv/cLs9asOoBZSZoynaHaXvyWo92idM0LKMFttVuVpGe6ujth75EtYlk22tmgjT1LwG4AJlB1cBXIWhulqMzx0qaw8CQyLuLZEO88F7yK5QxskgPtHoUiXFL2s+IrOVdkM2hdJ67kneWCXRTPr1fQamLwMAhGvdJEmn1XTlORd49p6iKZsF6uuuFFtxS85x291eMX0HPUt7ullSIheJsZ6ndi5Vkz2QAVZnnbH1Oaft59VXSgZktFb+dJ1alrT2kR3JF6h8vGNYGx/z0p7uFFsoJnyFGPGTAUCDCWmMhmIFBpbgE/TpYGMSY+m3x9p+KsuOHj06tDnGR7H6jkMr+Cc+A+dJBuYFAIrxEbpolAb+8Ic/tP/8n/+zc3rnM4La/Xd/93dOdBjXUUDPID7zmc84J9sf/OAHtnXrVguo5rBFH330UbfaWIzSYB/+0WfAZ+DcZKB97ZeMv6EY6LdPL/qpNX6wxzrrYP/QURqwXHUP+/VegbTMKEekU4UpUaOYLLisM6CEQXOhjH9easwfKolPl5bbFTilZ8osSM8pT89kICsmTZYGnLh6HhJzM1Yc7ljkBox0pjgeTFTYlphjoOGGWH2kgD2l8WFQdYFjBzGYhv0ZbT4R61iTWXaoY7FjES3PrLUV0iTt1MAaDVLYqadVQrlHZT5TcRCezDn5bRLPQG7ucBlsenq6YxCMtxcA0rF0Fcfbbrz3uMcCvgbC6OOt69/zGYjOQOrJZ9SuDoOfvI8Te6vaTNpmQNCL848I8FsbvemI119Y9pID6nBID0lTGTZmqtiTGPZsyDllt5e8a8/WXzJiG16c6i5zf6PeSGDBALNtaj05tk5+RABMun8xHOBHrDj4Al1Qylt7BQRHB6WY3BtglEZGGDROchN60ZIuYROjNDfBFrlNIs9b+mS40jE8YZfItn5dnwGfgenNwFomSTRpT+VSTwQrsk/PWyRPwQTK6pzq8w4A3Zp7RJNRRxybHdARqY1U9blhzAM8frzsHXus+urpTWbE3iAnQJJoc1VYI0kHQV88XxNs9OkjmfYRuxjzaVACX15ePsS2DFam+ieQEkK2aPv27QYDFNPLsxGYHb3yyiu2fv16u/jii8/GIf0xfAZmPAPzAgBFXPib3/ymfe1rX3PmD5QG3nbbbY6RglYag76Kigr76le/OiLh119/vTHbsW/fPvvSl77kHM9gz2AggUYagOlNN900Yhv/wmfAZ2B2ZiCteZ+lNu61RYXp9nb9cmsLhXkzlBkul6A5s7voa54Qu5FxKiwjBtgwNCkTLBJbqFSu8NWhsG4nzFBYkoykT4r1ErgFUwq4MqvWlagDalZq/Ugwk+ygz7ZTGnN9eUnSYZOhUHqrc9TFFOmMwM/3WitiJrFX51cnYHamA6bQm83r1YHOVmlPgwbUIQf8ct77pXtXoxJQH7M7AzAKuPclEug6JQmliSyVT2T7WOuyP+6XgbxMrHX8Mp+BsTKQZW2uPQbEiw4GmQyAaaPGi0vzDoTBT63U5fQ3w4PXkNiTaLqhabwt/2BMAHS8/cb7XqVK1cvSmnSs/lGSImkCYdH6RJsznsCwDxATkBPTo8hgAg/DvLYIPWveR0d6SXq9NKPDjP7gXsU9zxkWdRQ4R/rIffnnPgM+A+dnBgDpqF4KDWr9Rl5FSCXbeeqt0lacb7E175gDOxt7cjQpH277etWGV4dSnQ7xMlV2LVSfHDICbEyICZibUtEUrD+Va6bdZP6K8UGs4F3W6Y9zMivYBwbNwQQxhsyUtkdORFO1GvTlUlNT7cEHHzTk+dasWRPsYkYfOSf+fPgMzKUMzAsAlA+MWZN//dd/tW9961sO0PzJT37iPkcandtvv92Bo2iERgaaHP/8z/9s//iP/2jPPfecPfzww+5tlt9777325S9/2YkBR27jn/sM+AzMzgyktB6xFLnD9+Usl/TR4aGTROOyLpRrq7JlTKRBJYxOAD8YnJR+05mqFejIQDmy08hgElOJ453D4CeD0kUZTZaj0vjcTBx9ux1YeKJrgb3fumIEa5JSQcBX3CSZrWcwz3HorAUD1KGTPAdPQmJ97mxd5Urs0afj/GCq+jg/MhCUVCVyti+88MK0gp8cGzAVMyYPgCbySfh1gwwkp0qmRJ5ATEjB/IwMBpwMNicquV6bXe0AAY2VR+2DyZ5UtduwoiYTiwUsMtjGhf2E2KLoRkfHE7XbVJJ6xnJkcIT5XV9/eAgNAxUmarvuMb+q3ha9WczXH0gO5ZK8w27AH+rvsvbBks+MpJDT+2sQOLCvfaQ78CFVHCzUfWl5Ro1j9CP9gnmHM+LrKnLrB+Z6MQ/qF/oM+AycNxlo0yQJ/TX6o9FtY4baH6Qq2sQOPZ8C1jumbcg/RYOZ3Be6+tLUf8dQ7qADKMMGRX1O9gMz0b2SijqufvhUoklta4f6wGWSNGlIGqn1nys9UsYSeAUEklHxHIvK0jvvvHNoVfxG8CAB4Awi2meEbZDfm8loa2tzTFMYqZPpS87kufl9+wxMRwbmDQBKstDP+M53vmMYGNG40Igw8wK9fKzIyMiwv/iLv7BvfOMbTsuMwRzb5OT4cp+xcuaX+wzMxgwkabBo/Sp3lx4ov19u8EHArEQDLUeAJXO4/eogoi2UphlkOpE4xlMWHopgIVE66Abgg4Nyyl4olS9Ma1ehUa8zyOB9xNEBTnn+bpS+G3pFBzrKg9OYlY8ABM298+pWMSs/h0RPCu3rWAEbkyoGGAa33HKLoXcdBHqdMxEYEVJG5cNnINEM9OWttr5OtI9VehgxAYOJESAeyz5oGwn4RR+jLwo4Hfl+uCZ9IEHWToGY+x8rfde1+Rm6TzBpBSMTZ/jn67eOGAQ39ebbT6uutvsWvW7Zusc4DVKdRK+AUO4BD5+5Vjqe8QESDdrXdul7XlW4zwEC+dap/fW5Un5MiApSk6SHd8YOti9x9yCulfvWmzJ7as/LsEViSHFP4x53qivbPtT958QkTDtG5tC/8hnwGZgtGdir9nCLdDIXSFe4R7IYAWDIxD7maUy87+8Yv82cLdcSeR7jsS9ZL01yJuWqBsAYrlHl8dwbAEVXSMoJAgO6/kEFV+R+431OO3qkc6EbDywTcYE8wqhl7AAZAr1oxgnxBmDnpz/9aSsqCleVsR2myxhWRsbZKnWPPObPf/5zO336tMNH/uzP/swi5ZQi1/PPfQbO1wzMy1EtBhD8JRLQztG/8OEz4DNwfmagP63QBlKzLLmn2Sj1raurc4LiGESskGkErE1ATAbL3Soj7FFnhw4XA1Z010pVpo7rYxDMBLNueJY9TSXy7Y7JycAylCSzDjnLN/TkuRIcWKXL1AnDGInZaB8+AzOZAcrOMfyLjjNnzhjVD52dne6t1157zSJ1rLkvApBOd2CuBCAb2dGf7mP4/c3NDHRv/nPLfOugJXdUqYy9U6BeiptMQpO4S4P7w12LJUEyvuvu3talYgYdcCBhNJMUDVBYmGgqxxsACfcsfMOWScM5fXBgjfYmJnGw/im9/I30RJlYC+L99lV24PAS+8TCd1zJPvcWyt6fqbkkbvAz2NcbzRs0KZWlazrkmKUZg5NxySKWwkS6puADuzDnmP3LyY9aXW+h2wwQ5O3mdbqfqTpBIAgMMRhNibCVguPPpUeAdCYzMZCa77mYS5/rfL6WylCJzNQq7NKkQ+qXdljBgO73ahuoakI3E4b4QRl1nk/BbxP5pzJVXuH+jgZoEJg7UfYP2JuuyR1c4QOyAlVL6HNi6LlOslVTAUA53v72ctdeYCQFy5TqKCaeMC2legsmarzxyU9+cpSh0PHjx51meuQ+mEDGAf5sRjCBPp1ySGfz/P2xfAYmysBw72yiNf37PgM+Az4D53EGego3Wlrddktr2W9ZuavdjGZ/e7Vmh6ul7dmq0pp+x/rkErNSei1dxkg9GiRSXjOg57B2hCs5wwrWOSWtzsWabV4kB3icgd3AV50vOmGs26UBJ6WNMIPQLKLMHTfgcw2AYhrCQB1t02htUq7Lx/mfgU984hMO3I++ErSlAvCT96I71ddee6098cQTrmyd99GdQvKlvb2dl1MK3Et9+AwkmoG+kousfet/sZw9/9OSJGGSLhZ/n0ac7b3pdrhzgf3ozDUT7vKDjhVW01MozeYGlX3LoKKfYvgkGQZpWK02ncmqlxounHA/wQpXFBywRWmNjoFaJT3koDSfMnTK4S8vOOgG6dU6Jo7AmN4xgIflOV0mHR+0r5AZSKttyjkBtuHuXT2auOPe44xBZKj3n5Y9b39z9N7gtN0jjNOO0DDbFLfoUt2XuBcwuJ8v5nZUdVwg86sFun/DDkPypTJULHCofFTZ8IgE+hc+A+dBBl5qvND18S7JP+r0jznltv4s29263N5ovuA8uILRp7i9ea3rb5fKaBSyAozOFLV8eWld1ilZDxj4AKMB+BnsARAUAgN9Xyanot8P1ovnkbYejf4TAlmXqOJrTXaVWPdtqvrqs9V6zpggrOO/ctzjjFVaDgM0Onbu3OlMkM5GKfqBAwccOeSOO+5wZkwc07M/oz8R/3ouZMADoHPhU/TX4DPgMzBhBvqzyy206FoBmCqdbDtqa3LrLWnglCuRQRMNXibsIBhGsHp4bmJzdgykW5ZGmAwucSPGaZdglrlMpkiWNWDlmQ0qfW9TaUyPtQg0xdQiX3pFl8qdmFJ6tgEERZj+XAWdtRuLdg8O+NBGSrEqGTS9qIH/VGfFz9U1+ePGzgAd5l/96ld2ySWX2Ec/+tGhlWpra4eeX3jhhUYn/KGHHnKMA4wB0ZVCfwoWKGzNsrIyZ4qEkzvAKctfffVVg0maSFDCVVISn8lLIvv1686PDHSX327di6627GOPW3LLEbP0HGsvukra7Ac17Izvu/jtU7faV5b9RmXjDJ5ph9HflH6oWJpviBn5Zkv8FT7LxOiH+VMfwk4kLKEEIxVDISJbDNGVqiooTO9wenEAlQzeIxmG6Ray4vR2xzzEXC5TzEzAigW6pzBpVinjol0yyguZNFDHiGuL9lmaAF00RQMNT9hIvX3oe/ZpwN8q1+TD0nJePWoPG7JP2J1yTQYUAAge0L0OgOSlhi3OAG/UBnNoQZ6cmq8s/NAxcR1zTMZYsEABVop0H3+9ab0HQefQ5z1fL+Xd1jWSXVrjAFAY6k1qZ87nONi5xH7fdIFdVbDfGZTCZKfiir51lSYvQvod83uOFWhFox9KHtTATjlos9dJaoSJFORZqCBgzLBYklcQDDDWe6Npg2vLYx0ME+VYkZ8/XGUW+f7u3btnXIvzrbfeMnTgic2bN9s999wTeQr+uc/AnMqAB0Dn1MfpL8ZnwGdgvAyEFlxr/emllla/QzO2O6296YwrUa/pLlApYaUGjSHHBuoRCJqlDgyskBaJxWdn9rgyGsTlg2CQuqNljTpfubZMru+rs6osSWNVwFM6PwyoKDliPfpblCbCEj0XgQPw3QvedOAnM+Y96jSmyT25UCU8xRrw/az6Kg+CnosPZoaOGQjoHzp0aMQRrrrqKgdg0smmg0s5fMDufPPNNw230dLSUvcXuSFMUP4ARZ9++unIt4aep6cL0gnFHnxs2LDBAalDK/snPgOJZiAl1zpWf25oK2DHe+/daoFW2dAbYzxp04AVNuTNRbvsgtzTjvWHYRBMKUzqEgnXtmsgTQsfjgENgjudHAoO7cCrLX3ZdrKzWCBbk9OgqxNT9LAkUAA6byneLdO9at0rQm4Aj8M9OqLo1WFMREl+d066bc0/br+uuVSD++HJgyIBloB3MI0w4+AMojlDgLL9muijrV8vhmc0ALo667T9gfRIAQIBBTjnZN23uP/dUbrD3a/eao4fEB5MwnnzsDn3hC3VhCD3waMdyCeIDaxcwd5dKlmDC3JyXQnxeXNB/kR9BsbJQEvf3JFd2iH94yNi1G/Rb5gSdCZ+YNijY3xbyS5NYmhCR7/lEZNNalthxYfL4eMvUR8npc5tvlxtBWAnRqjB8RgPYGyKHwB/mJ1Gx5VXXjmmg3tkhU7kdvTl6KNdccUVkYun7TnAJwBoEPif+PAZmMsZ8ADoXP50/bX5DPgMjMpAb+EFxl9qwUarPPiB9YsyQ6dlcb/MITT4hL3TKc2gPgZFYsbQoaLc8mjXwqFOTrBTwM1DnYvd3wdpS+2uBW8LSK1yHbBOgaforMEMQieUmelLCw7b7raVo/YT7G+mHm8qEfMzrUks1hSrkUslalAUTRZLtxTG0Y0akP+46rqZOrzf7znKAEZfzz33nNOvbm1tdaXtt99+u11wwQX2+OOPD4GfnF68rM7e3t5RV0OZ/K233mpPPfXUqPdYsGjRopjL/UKfgalkgNI8HHIxa4g3Xmi8yPibSrRqIoy2HXM7Sspp4/njfsCkFxUAaMGhAVolJueSzEZVCdQ7QPQPFr4uPWhpTqeGHGMJAyM0pilj79Q2YZbWgJNMWZZRa59Y8I49dOoGxwRdqtd3LdihkvVmgaWapoPNpOOl6jFZdyxY/UEAoo4Vd5Tt1P47dAdIkhv08KRelgBZGE1UCrzVvEabD+9vrH2db8vRQF0gPcBUAb5nHDhB5rkbJlu1JkJXajITcHl32woHDMd7fQAGGKRGTzrFu71fz2fAZyC+DGAE93LT5lErn9TvGVCUiiz0+qm8YlJnAfr93fl2TAZGTgx11JaJLygTWxzjI6oAAvCTvXAPqNMyPAFYJxoAxYD1hhtuGPOAR44cifkeEkJIGFG5k52dHXOdqSw8derU0OZU7Ix3jkMr+ic+A+dxBjwAeh5/eP7UfQZ8BqaQgYxCS07LsbRQ2C2bWeSMHBzfuzWr263hUL9YnH0CR7Pllluq0sBN4x6suqd4aEDaK2YJg1IGWTxvFRsIhk+pyi/XZp+R8+7Zc+AsUhkk4Cfl9zUyZQqDn1xKskyacsRQana6SrnJHSqBnP6O1bhJ82/OaAb6pXW4Y8cO9xd5IHSe+IuMrKxhICRyefTzbdu22SuvvOIWr1692ioqKhxzdOHChY4B+s477ximR0FgrARI5cNnYCYywIAQ5spYzJmZOOY+uSyjHc0EUn9PmAVKaSVgJqrRHdKhqxXjk4ChRGkkwOLVRfsdwxDTosquQjdwLpRUSpbAzKA8s1uDdgbUGHcA1C0We/+Gkj32SsNG+2jpTvfayZcIrKMUH+fjFCdOzbGTHGjH8VJ0WiHJtnyo+1pkUImA5ifgaVPvSJZPp+Re0sVrZZ21qmg42Fkeuek5eR6UhLa0tEzL8XFsRvOzW/mNBkPIO58XOoHouXYMDGuljndwvoPXX3+95eXlGez7d99917q7ux3r/eDBg+Nt6t/zGfAZmKYM7G1b7kxLl6pdRPMTnVA0+avVFgN+4uA+XcGEFwx7+vfR0aeJKPrbtM3RweQzJpVjxXgmlBgS4RBPn2uqAaCKJBITN0wkUpL/61//2goLC+3uu+92y6d6DL+9z8BszoAHQGfzp+PPzWfAZ2DGMtCXs8ya+/JsSUrtkKvkHrE+0G5DCwwGDTo/MEF+37jZDUgnOhn6NWgSUf5IB4h9MFhFoB29IpigdMw+7JhoT/G9T8kkJkxZAm0p16ej1xbhjsleCjRL7TqCjh0U3VlLdh04gFpKedpCHgCNL/Pn91qHDx8edQGAlt/97nft/vvvN1gKYwVGSZRw0YGOLpMCHEV3NDBb4n2WwRD14TMwExlg8MZ3Eqbz2Yo9MiDiPrFRBkRFAjCpFHBu8jqBNkmmHFdJfaDJyUQa9wVcxil7z9HkWk33MGuIcnrhllpLfEvtB1Yp22Kax7Z5YodelHfUFmoSCxMndEsb3ESWOUM9DPwkZq1t9aBBeZImPdKSB3Qf4v08lb+vG5GW/BSdr0z9wgTR6PtB+P4FmFug65pKJCfr7J3ZVOJ7QTID1jh/ixcvtrfffttee+21xHcUYwsAZleZoXvx6BhwTN5eCeTEY5SCRjJMqcgJHlig/BEA8x4AHZ1lv8RnYCYywO/6Tek5L+sutkWa2Gcig2quM13FzuBsOo/Z5tzl0xxhgsmqyEAfmvaee0FkAHxu2jQ+kSIaHGViOnJyL5Asitxvos8BWb/97W9bZWWlA2MfeOABV5L/1a9+NdFd+fV9Bs7bDHgA9Lz96PyJ+wz4DEwlAwPJ6VaZcZENNGtgKeHyQrF56EDBDNnXVq7yuGJ7RWU2PRqMxhtsP6BOTquYNYE5RrAts8UwTChDn46A/bM59/igs6WcjQFe5exOSf6+dhimGhErcHsHhA3PRjPMHh70OqaQBt2UanpHeJeuOf9faqoG92NodcIIYMB+0UXjlwizD/5iBWDnLbfcEustv8xnYEYycNlllzk5h+kCyeI5ySfrtlmNJpw2SYuuQKBiQVqHWtYBOyqWERNR4RhwZZAYZLDuxpyTapXRDh3+7YRbaYBHmXToPQDRTBiIAujYHyFbPelM1zsWaYcG3kE0y7k9U+vD2AwXX1J1IBMkMT+pOvjuydG/wzqVhmL0l6z1AFgjyzeBYQFhcVeukYP9VAJ2+GTAv+uuu86uueaaEYdev379tAGg5KVBE5tlYtfCvm1SDsMx4CYn3bWLXcu9fLxYuXKlff3rX7fGxkbDJC5WAAL78BnwGTh7GaDfjaZzorrOiZ7haYGqjdm5Tt+Z/jVtPH1u2mLK3091lbi/yP2uWrXKGU9GLot+TiVNZBk8kkVPPvmkBdJDTAhNJWpqauyRRx6xjo4wCwNWaVVVlS1fvnwqu/Xb+gycdxkY7oWdd6fuT9hnwGfAZ2CKGSjeZG+drLQNGphiLsHgr0YA6GmBnx+0LUsI/ORMKGvEcAhzIdijQYhz4jRAKYs80jH1MhxKI3H3ReuIWea2vgw3cEZ8nQE0ZT8AoQTnURMqdIO9IndesDyT1VULa4ACyOIG3y4tOx8mcf3jAjWOO30nclOp7wKuwHPFSCDoSI/1WVO66cNn4HzLAAPHsx1vy5CDP9r35dKO3Jp7TMyjJvcHCAkTiAk0BssHOxbbFQWSndAEGesHIGhIbUym0Eic6Z10isomKYLHmChFzPyQBtfcN9IFiCJnkiGGKEApWnMEYGu7JvMWZLa4Y6FjyT3mydptQ8eIzAuu8qellZedfMq51geTddwPclUejn5pg5ijUwEQli5dap/61Kec9Mb7779vMI4YaE8UDMJhl0fHrl27ohdN6TWlsvkCKtD6pDLDaQUqv+T8VHfJ4ATi2Ie4+OKL7Y477hh7Bb3D9SIH4sNnwGdg7mUA7Wf0/BkzlEmT2THxdZndau/PdBfZnvblrhIsuHImjOOZGKbtDILJZCZaSkpKXOk7JpToc042YJI+/PDDIxilsNUnmvCe7PH8dj4DszkDHgCdzZ+OPzefAZ+BGc1AWpqYLhpA8oc5AizJDoGJibA+I0/wjaYNtkID4UXpjU6/rUul78kqS8xJ7bHmniyn/VnXG7CDIrdM7Pk66YguVOl7rUopg5L3dskNtevcy8VmXSNH+6OaBUeLiHixYYtjuC7QNotVGhQeXMsNXoNvrp33fZgckN8RS+u4yj87HCDBkB1XYMpdn6jZpjKqYTfmuZgvSjonKtGai9ftr+n8zwBlyAwYkWY42wGYeUQTTrS36/tOuckTBsbVIWmBikn5XutKV1lwtLNM7XaD0w6tUxk77EsMlfLTOl2ZPMAm5empug/R9qAL2qlqAoyUMD1apgmuzJReV9rZLb3OINK1rEl6ztub19oz9ZcGi8d8fLz6I/YflzZbsQDVAgGAHAtGaG9/kqsE+GX15WNuO9EbSBIAfjLgx7GYP8zYvv/977vH8bZnvd27dzsdTT5H7s8M/tHUnM6o78lXqex6x94FVEbPj0qJup4C2926YuieGuuYtJEYvkWXqrIuMiKwqZhEAviN1EKOtS+/zGfAZ+D8zcBJeQPQ514tveSitDY3MQWj/EjnoiEN6ODqYLXTlsUKpEJefPFFV8XAfSwzM9O1IVdddZUzPLrnnnts//79tm7dupjtTqx9sgy2JyXzH3zwgWtX0VOOLKdHn519p6cP30vG2pdf7jMw1zLgAdC59on66/EZ8BmIOwOBRhkamTB3MIdITe53rMoTXWUR5XHx7bJe7pS/rr3Mbit5z0q0r3QxeHDarZED5YGOcvtN3db4djTOWhg4FGrQhk5bAH4Gq6MDipNwjtgtsFDrB7XiAO4er75Cbu97HHDK9VLiVynm54sNFzqGaLCP+fq4NfeIbRL4SflSs4yv2vszXIkoRidLMuqdAclDZ25yoMVczBFMg3vvvdd3hufihzsPrgnwkwHivn37ztnVov1J6SODYUA1dOIouQ7iNU2QLc+sdUAmGnVMQKEf2ie2aL+YobzOEJiJQRFalW0CP2GOArC26TUSJ7gcl2W0DcmsZMqsB6CUNh5QL57ARfk7J2+zTy1826gaSDWxH1UWX61Kgad0/zrZXTZqN1RIMLFWJM1RSvMpv6fcn+qBIJYsWWL33XffKA3hZ599dkLwk30AGD799NPB7mb0sU4g6MuNmxwTFLkBtAKj76eRJ0A5+2c/+1mnSRqrtH3Pnj32q1/9KnIT/9xnwGdgjmcAPeZAk3msS+W+xETQWHHo0CGnc8z7e/fuHVoNCRG2w5hovO2HNoh4glkSk06RzPumpqahNZAoYaLKg59DKfFP5lkGPAA6zz5wf7k+Az4DwxlAuys7udsuV2kirE2MgAAW0QFbkVlje1XGwmxuInGia6H98PRNti7ntEDQVrFJ05z7JGXo0xGcH39oxsUKWEXhddD7HA4GyI9UXa8BX7uus8sxUr3r+3B+tuSedOBCo8DPToGfBLmEqQXbljKn1VmVs8IZefisp/4MphbAZ0VFRULsgqkf2e/BZ2B6MxDomk3vXhPbG0AiTMJY0aWyyceqrrZbS99zlQJ5mSnW0RVyYOL7Yolmy/jokvyjjoFOKTvl2JRnh0Ou7WJ5Ys5DuTqM0GTBljCQmHj7Td3FI2RXguMDXC5RqXdgzAHIyV9jX759/8wtTl8UFiTgKuXxsYIJoEvyjqiqockdF8YoutG0ix/oHnmgY4nbrKenZxT4yRux2JJug3P+nxivANRxkIYxcysvLx864zNnztg//dM/OWAX0ybc3334DPgM+AxEZoCS9bvuustiTZoE68F0jxWwyZk8uvPOO2O9PeYyWJ84ukeCn8HK6GXTjl1//fVuwikggQTv+0efgfmSgaBnNV+u11+nz4DPgM/AUAba2lrtovwjrsQZQwjKwdFhw4EX0wmARAaGsEUSCRg7H8gpeCbCuUuKWVQupioul5FutVxDjnTnGntyXWllrOOjZTlX9CxjXd9kl+WL6Qn7NwA/I/eDyycsobKMljkHgN54442GOL8Pn4HzPQOtrXJEn6EoFJBYISmMPDEwMdroU7k4usmwNlv7spxW8ETGOZwak06/qLnSciS58rFrNthb7+yxk+3DetGVAj0vEtgI0zOQzaRdXyDGaOdAhu1sWm3HOkvduaSLZVqrCZoD7eUx9T4vkLb1Wsml4FSPNjT3NpibVDe827JKewVCFWDbO/bkXKY0R7fmHRNrtU5Mp1ynbydI0xkyLc5s1D6S3CQRLCgYoLECIw8mWhjQ19XVxVol4WU5ukdTyTAVyZp4DkrZ6oMPPmgZGeFJsWAbSlZbWlrcS0pMffgM+Az4DERmIC8vz/7wD/9wQpblihUrXPsSS38dKY0tW7YY68QTlLg/+uijrvw9cn30Q7du3WqU1dOWjQW6Rm7jn/sMzOUMeAB0Ln+6/tp8BnwGxs1ActsJx2KhVP2EShcZ2BEMEhkcUhJfkVWdMADqdjKD/x1T6WExzJ7MJoG20vWR1igDXJxtcaM8JZMLQDsf8WcA8ALAAXYVAEdkAEDwfcCwZDbFZDUPKam69NJLDeYSOlA+fAbmQgYi9c2m83qWqxpga95xJ2sCcBmuFAgbFTHZxP0CXcl3W1dNWA4ZnBfgaV3ySlt+UbmdfO21YLEreaeEnmNicocuKAxKNKQrQ8VOT5RJmqoJ9IiXqdT+gpxTtlDSLvWhXE2KZTuNa+4RyKh06J4Be3OigD0Ki5RyfnQyg2jX6/oQRnptroweAHQs/eCcnBzHgkLX8+c//7lR8jlRwJhioB79mcLEvyD3lDOEQmc1JC3U011FhrFR5GTgRPuP9/2PfOQjo8DPeLf1683eDGAmtlTMZqphmBioD+U5OYfAXGz2nrk/s/MhA7TZn/zkJ135+kTnS1v3hS98wV544QU7cEBGeVGBtAaTMACqsQKmJ4x0ND7feuutUeDnTTfdZLRjs5eJH+uq/DKfgZnNgAdAZza/fu8+Az4DszgD2QMtrgQe0DAAP4PTbZW7+oL0FsfECZbNlke01zDqgX3DYHlhOuyeFDdAxeF3jwaDPhLLQJWcOxfLoKRIeW3oHWZk4dicLRMrdFyPyV15NkWihi+wABDj37hxozOMmU3X4s/FZ2CqGQiFQlPdxajtYWICfmKG1qAS9FSBh7QOMML7BZzAuO/VxEh+Voe0O/vs99KVjMUij94x4B6MHDTYjh496gawrMNEy9syM8L5vVz6nACuXSp7r5YR0iHpgcYL8q3WxN0CgZ2VXYVDk2Eh6UN3d6U5DVLYrAdVuj6R4R/Xx7VGgp/BtVB+D7uUc1y/fv2ELCUmbCJ16IL9BI8XXHCBa58YqDOYBxj413/9VwuYvcjUbMs/KCO/RsHCpnNPsazkZgeGcj98remCCa8nOFY8j7SXmzdvjrkqzPkf/OAHMd/zC2d3BvgewbIGvIfhzG+O/h4yQTtaVmuiM3ZJ8uy+Kn92sykDAI7Ll8ffD6etQYro7//+7y2tp9E25ArQVJvWLh1oJEYeeeQR+8xnPuPaxeA6AT1Pnz7tmPWYx0UHZkrofFZUVES/5V/7DMz7DHgAdN5/BXwCfAbmbwY6urptICtJM6MMp0YGXFCWzkZGAOe0U2wjtNzQZ8tOCTmtOF4fl9MwHXofiWXg9cb1zqBkoQZHAAewamEYAQC0iH31oUys6npHsyVhhzIgLxQQoI/F6fRVCkydqc8gOzvb0K4l4tFvAkxgEH/hhRe6DrlnAST2vfBrnx8ZgCmY6IRAPFe2QkxK3NIbBX4CFuap9BqDozox72kbAD0xTEtXMTntBsDiB+3LJtw1rB0GqICCD4rd09jYaA8//LArq6btOCztaf4mE0ij5Kk9Qic6uhKAiTLYn1nSvgY0DORdcsWE25Jz1LV5sCkbe8NsI0DGPgG9lJtHR5raR0tOsxtv+ajZ+nui3475GhZTdBk8ruqYcgACRLdP999/v/3ud7+z40cP2ebcE6p6aHCfBdI0BIz9xWK5ch9cK5Om6NynyeDpi0ufl6Z3rbsGrqVGbL9/r7zeyQPcUrLXfY7sC1brc/UXykzqAl46B+X6+npbuHD0xNdYjs5uQ//frM1AXkqHXZp/2Ek6AODD4MaIDDCUfhRs0Leb183a8/cnNvszwOTNDTfckPCJMtGzMf0Du2rBfiuQVj+STH1qw68o/NB2tVbY977X7krYYdrX1tbaT3/603H7gDi8x1s6n/DJ+g18Bs7zDHgA9Dz/AP3p+wz4DEwuAwyWq9rTrT09Q4OnJuf8HQlaFUoTktlXdM9ma5zpLpYmW/FsPb3z6rwAN5+UA/Jtpbsc4IGkAAACEgMHBX7+pu6iUdeTm9Jpl+UfctIDmGkRHQJDAKLfaVnjBtSjNprCgquvvtoxpABN/sf/+B/j7olO+NKlSw1WFeys8eKNN95wLDQ61TfffPOYrKfx9uHf8xk4VxlIqvy9LX3n/7B/WF/nZq0AMT5oLbcfVt025VOi3D1TwEid7gOFAgzT1C4AKjIJhUER7USG/igzRze6WMZ38QRs1R/96EfGIDU3N9eBf4B93/72t+PZfPx1gtm7MdbibYIJPhju/6H8RVslgzeAXZbdVbZDTvAl9t0Tt4iJmu/0pBdKgxSAEACRoDS/RBIx2aWrLa1MzEu3dOL/KAt94oknXHsD+/W6664zDIbGCoBGclR78A1rfe11l/MA/GQb5Epob1dIo3SRyvUjAdBs67C/WP24QGvMDVmb//o00VVv/1fFL1igrfVJapKIyEgK2X0LXncg9qMyDOQzeuqpp5yOHxNPkQF4jXbykSNHIhf757M8A6uzq61UExVISjRGVHqgJbtc36El6eHf8ETO3rP8Mv3pnaMMIC9EezWe6dFYp9Z96Gm7sWiPvp8t1q17S3dfqpMtwWzucjHfu3XfefHFLnvllVdcmxVrApy2LCsry53DsmUTT8SNdS5+uc/AXM+AB0Dn+ifsr89nwGcgZgZwDGYgdVKGEDB5lmlQRIljnxgvsGGyNOg92VVqhzsmx8KJeVC/cFZn4FjXQvv+qZttQ85pK0lv1WA7xY6IhVUdKhp13jC/thUcsorMKvceJaIMowsEnGOixcD6laZNQ4DBqB0ksAANPYCDlStXDm3Fc0pnYwUdYMT3S0tLY709Yhmg50svvTS07N133/UA6FA2/JOZygCDtz179tjevXvdYI5ycIB6lsNwbmhosMWLF09o1pB94DuWt+fvhISJjagAwEsXo+ui/OP2VzkP2389/IBbPtn/YOAwESKFYPf7BvjjGASVAzzn/dKyhbY4N82OnckUDdy9HfO/64r22sacE45tBhPz4GO/s2V3/K2VimUIOxJzCtzUpxKU8GJ0tySpUUzPkEryh/WgYXLCdKuRUz33vz9b/rQr708T26h/8MKSlL+VmdX2tYpf298c/ZSd6C5zZfCAjM0qFSYTaCfCku/IXm1ZRVviPl2AREo5+Yy5ViZz4oklpbmWsWmdtTRL9/pY8wi2L6Asmo5bc4/ackkVYOxUJVB0a47MpAR+ChNwTCrOG8Y+EG6Kq/rQG7rm/kG3Kb0S62rATWrVdefaka5yq6rtsp/97Gf2uc99btRp/umf/qk9//zz9pvf/GbUe37B7MwAZma56u8d6R5ZzcF3g3s4fUGqOTwAOjs/v9l+Vhi+xWKMx3PeBWd+qf5jqyqOMmWWhyyXQre1zv6QJtba7eK8w7ajebXuD+G3ov8P7h3cP5hU8+Ez4DMwdgY8ADp2bvw7PgM+A3M4A0EZ8fttK1zZ31IN7sJMkW4301rVWaiyk1Vy+B3J/JjDKfGXpgz0ihO1p32F6h/HTweA+YI0kI6kQWfk8PqYhWAcwqx9uQbjJ7oWjL+jMd5lJh/3T8pDox2I2QQDo7EAUMDSeMBP9oMJEsBLoLN30UWjma6s58NnYLoyAPv+xz/+sR0/fnxol7GYdDiHl5WV2Zo1a6y8vNyVJJ86dcpwy2XZQFez3XzifzrwE+xuEMfSL5KQjqTKXb+85Gn7X2fucEsm81+9zH34TRdrQqRd4F+vyuAzVGIeUjuRJW3MdoGAfam5dsHSfEsVa2fbutut9XiBvRZhbMRxVUhu/2nZc1aeXitGaa/ODvA0yZb11Vrlb++xg5f9i63dcKHTbKO0carBxB2l+4tU3cDEHqxVzP5K09scmxUd6Us1oKZ0nFLL7r6wIzzHTdK5ZmpZkbb/ROk79nT9Nud2Txk57usAilXSJMWUaWnxrVaSlPhQAgZlItGflmtJqVlWlNvuzJYAzgPJgxUyjKK9JUr1ORGrs04JyOpyzwF2OeckgeQSvNEyvi1EGMAOf18Gl+hLlKrlNxbvsQXtAiMEJFf2xkYcaJdxVcYF/sSJE+Ed+P9ndQaCzzr4BkSeLMt4P1gn8j3/3Gdgogxwr0LKYzKR1Flr/c1HLSllYBj8HNwRbXfvQKeA+04ZzjXYsTH6lMHEGY+0R0iK+PAZ8BmInYHEey2x9+OX+gz4DPgMnFcZCAYsDGi3t6y1Y50L3OAJZl+PmH+wYJZI2xEjJMqga8Qo8TG/MwAgADs0WyBAiZgksEkov4wO9AKLNGOPrthkANCVK1fabbfdNi6IiQ4UbM3q6uqhwwOaAphSmhlvUIb6xS9+0YFRgKZ04n34DMxEBmB3Ur63b98+x/Cc6Bi9vb1WWVnp/qLXBXT67MLnheD3OjgrEtAIAxnhJetzYWjDDg2XbkfvZ6LXx3VfWC7gb6VAtoK0Dg1EkyxXJe/cFwA/U3LK7IJFFZbeU2O9BZvMFm6za5YtsNdff12A7PBZ3bvwDVuWUSNgkRJ6sTx1j4GNmZnSY+VJtda+4/+2gfW/dsAuv0fcfMlTAPJNdJ7R75+SGV52e7egzGTHaKOqAf3PKjHfjmsA/WF7uX156TNhXcx+IM9hJuaAnvcCBAoEvSD3tP267iP2fluFM2GiTQNMbJZxYEtvjm1dtDL60DPyui9nmfXnlFtKx0krzuq2tWvX2v79+x1IuzKr1pWKYmSDZA2yBYC/Q9refAxDn8Ug6KllLOZaeCvykQvIkvFdodhY+WmdtiS/2tIadllPcezJoUsvvdQDoCTtPAhYnjCvC/QdGWnsNeCW1WnCY+Ty8+Ci/Cme8wzAZIf9mWjs3LnT9eMqSlPs6v4+60+JDb9juEdVUZomsSaKleo/TiR7NNE+/Ps+A3M9Ax4AneufsL8+nwGfgZgZOHDgwIjltSoJ5A+33wvzjmlg1ebK/iiva+3LMgaU78ohlEGkj/mXgesK98o59rAbXKcKHAe8wDyBTulRlc5HBswuurGwvBKNa6+91vibKAAuH3zwQfvJT35ix44dM9hyH/vYxxxrdKJto9+nLBWtUB8+AzOZgccff9yi211KknFi7hDLZTEu35KVCFh8td35bnKqKoYEBee5LKsh5ukGQ0hArRTt/8tLn3OAHw7tkTrPMTeOWojxEaYotPsL0ppduTtambkZaVZWUmh9GcU2ICZob/5maym9wfYdbVTpfqZz3g1Yrenii67NPi1ZlV5r7ckQyzx8D+He0tubLJCt25anHrejh3bb0rUXuhLKu+66y7Gzo5mkUac37kvM2MhvmcBaAM4WgZa4yXOfI7IEvpIreJHRQel/qt7BAT6Ijv5M6+geZm4izXHWzIDEMu1adLMl97RYSvOHtiRNAO0SgdHtVa4t7pDDfZMmnmDfZ0acM+fO1UW2xCOudhD8dOvpjQAnpV1fqaqQva1LbUlKvaXXvm49RRdqZ6OBdNrO3/72t9bW1sZufMziDMB8LheLjuoM7t9tAs0xOywRsI/uYpVYzYCgPnwGEsnANddck5DrO/umvXjmmWfcYWqr++3ipZli07ep3e11lUjB8WnD0Zpu0oRTdWikdEOwTvB43333ucmh4LV/9BnwGYidAQ+Axs6LX+oz4DMwhzMAE+nMmTOjrhCG38X5R1VmUuecv2GTAHQxgGRQBWtnZ+vqUdv5BXM7AxgdXV7woRskwR5hoJSaQplor7Rja61zIMOVhAZZyBe7BN29SLOO4L3xHouLi53J0XjrRL4H6wDjFByweQ4o6sNnYDZmoLm5eQT4WZLaYtcV7xUQ0eBYLZgLhY3EBjTYCzuOL8uotVUyLXlBztxOliLqwgIgMXKxA7ciEC6Ar8DJvUzmJz+vvkrDydEgFvvAwOLGG290bD6Ypziz89tq0wTYK40bVWbdbPkyQlq5fKldfdkGgbYhoYdi7WSWChzbao/9+mU7dOiQ+x0iURFEuYBaQF60QqPPGWCyTwzMNJXVtxx+0UwAaBDXX3+94UIO0zGRgCW0VZN4lLdnS9MQ9A9zNjQ7I41fMDUiPzipAxVHBhqZAzpfnLJjxfLly43zm4zZR6z9xbOsL3+Ndaz4tGVUv2zJHdJpzum1niOnbaC3y5k1UR5KmX8QAbMTBJSvRABu8mLovaGV9YT1Bt/jeZo+rY15p6y+b72ltB6zlLaj1pcX+/4fr5ZpcDj/eG4ywPd/V+tK9/kXieGLRAS/S37jlZpo2dlSEf4inJvT80c9zzJA1Q0Tz5ORDoqsEOCe9GHHEke8KMtodbIlmB7RnhUJnO/UBM8J+RUgyRErmMQG/EQqxofPgM/AxBnwAOjEOfJr+Az4DMyxDDC4zeursW2Fp52mWasGeadleATwWSZdxwY5+kaWQXV0ZtiKrDqBXXVyBF/iOstzLCX+csbIALPvlwoARYQeQDwwFME1FkAFQxEMQ3CBBkwoUpksYAeGSifFGk4kLrzwQg3ANfJOMDA98uEzMJszEPm9Xiim5z0L3tTvp8mVgPcLAMR0DsZ0SEzLM11Fepbs2NZoO95YvFsM/BIxYEYaO2AIcVdZQ/g3I0SL318QzuNGL9B/rO3Oc6zSVVlVzuDm7ZZ1wWpDjzCoP//5zxusxoANDUPnzTfftB07dsicyawxaZEt2bDJLrzpJuuOmGxgQg05isOHD7v94R7+/vvvD+0bpidgokMih5ZGP0myypoG2xi1+OMf/7ihexovu5AcwqJdlVkpM79uObiLsalDw3rDnA2gGUYr8XrjOlstE7cMMVMHBOT2DFY3oAaKGVBPf7K9L7AoVqAzjHbw2Y6+3BXWkfs5Swq1WFJ/t+V1VVty1atW3N8xfnno4JdjRPPKsqC5DR5ZpOcBQCr1PVvY84H1N3Rb9sEfWG/Jxda1+GazzOIRl0756+9//3urqkJyYX7HgrRG+2jZTjmqN4pd2edA9L1ty+23DRfPisRgfNmoezmu7+gqMglRF8pzppdjTY7MihP3JzGrMsCEGe3gZEBH2vNf//rXI67n9w2bNP5otZW6TxVpoi01uc1NjjEJdVr3v9/Ujf79cA70G2Gg+vAZ8BmIPwMeAI0/V35NnwGfgTmSgcU1j9kfLXlZnd8O5/oJy5OREOMhypcZgPMsDILCj0nW8yzHUELbEbaAj/mRAcCaPH1PADEC8JMr5zuBU2xmcqObpV8hHbqQmKEAo2jsIZeAG3MiAdMLUw0fPgNzLQP5+fnOIAKQ8Nbi98SmbHC/oTNdhdKo7HAu3ikiZiYLeSqU7iLmQ80q+YOJiNbuRXlH7XeNI93GX2y8yG4tec85nTuAFdRKAfjpsC0hWfXdOdajosJG7YvjrMmutFgAKCAmLrqRgZPuLbfcYtddd50DIAOX9sh1eE758zvvvBO9eOj1ia4SxxLPSep2IB1l9UHA8EkW2NjVm247TqXZ8oMHR5QwYrQDswf5AFi0E0W5WJ/8ASgf7yxRHpJ1R+t3QOjizCYn8XI8vUyllEW2u32VHew8ZOuyT4l1K1kPmQQFgGCvwM/KUIk93zBa95JcxzJmm+jcpvP9gfR89xn35q+z1Mb3rai/WiDuIHA5eKBIIDP8fRh8XwCnwzsD0NO9Gfvs2EcKR2o7YanZi1WC32TJXbXWteaPtMGw9AmmXCtXrrSHHnpohC5z7L3O3aWrsyrttIConAAAQABJREFUM4teEVO6XWA7zGKz4oFWATvNAnZq7LunE9dJnIls0Yf7oH3ZTOza73OOZAATSszWuDdEBzrrgJ+TnXx++eWXnXRR5H4x4HxMFQpUHHGfytEEVpeYn8c6y+ytlg2uf0nbu2TJEtf+YrgE8zT6vhW5T//cZ8BnIHYGUv6bIvZbfunZyEB7e7tmmul9+fAZmHwGcFSlFI1yPR/jZyDr2GNWcPpxy+6pEnDVowFpn/5k+yAdKP7Qd8yTYQRsGQbfaEQBijKgZNQEe4CBuY/5kQGYn1tyj+t70asy0mH9O64eEBRpBFw6d4spdaJ7gR3pWiTWVIVKlbITTtCiRYts48aNk2KBJnywWbIBjDvMbmDN+ZjbGWhtbbWOM7vsqsJ9rjS71mntSQNTLKx0sRDRnUwTGEgbjNxInxiJfWp0YVkjJ7EvBmCxvWGVXVV8kEJylzwwrTDYlaRtMqy+N6yZhoZnidg1OTpWiZzCYWTW9+QPJZx+WOAuP7Rw8AnlzQx0Y5U5NzU12ZNPPjmqH4ehGN9tmKXd3T26hi45wDdoUBtSq0HLMeDc4JHRoLzx3dY1tr9jmR0UAFpRUTGCXQnwevnll9tll13mjtPQ0OB+M9HnyevV2VUq+a9xpe7Z0vhcl3PGKjQ5s1hSA7nKI/e1Khm31Qzqqr4rSZc8AcO0c5gGMdFDewY49O1Tt2qPo+UCLr74Yoss8Y91HmdrWV/OUsuo227J7Sf1TdEnzxcgOgaXAWby5yJ45AXP3ZfGvaMch5dFrgK62pm1ylJS0y2pW6zj1AzLXHyRdXXJXErtF0EfbOvWre7zAziZb317foNfWPqC2NYtLoGt+v25SUP91tCbhW2Zoe/7oc4lLl/+P5+B2ZqBzZs3GzrMV1xxhWvrOjo63P0BwJFJMSaqJws8YsAKABrL4I6xBmzP3W0r3SQ65nMYadIuE1QEwDbn/GCexronTZRT7knczzz+MFGm/PuJZgAsIvhd8JuJNXmQ6D7HW38qVSjD09DjHcG/5zPgM+AzMBcy0N9rmaeetJSuSmsTOy9H4JXTOtO1OdsaqEN6xgAVl1BKAnvE6kN4PF+gaKUMJJo0EPcxfzJQo9K47oF0K0xudyBLpFsyYvV8fxp78+yFhgv1amq3VPQDv/3tb9sDDzxgMOZ8+AzMpQxs27bNqrc/HMGCDA/qAN4ABANwirJZtDYz1F7TBtMqj2U+12L59n8e/LzdVfKGSr8Pquw75IDUys5C67awfiVajuVZjc5cAhfzawr22ZX5H1pNb6H9L4F8rYOl9fGWmUd+JrAyY3XyYQgxUN69e7crdXy2/lIxUDttU+4JTZp0uwkVAN826XDu7yi3X9V+xO22p6fHHn74YbvppptcGwAou3jxYmc2xKD15ptvdn/Hjx+3Rx55ZBTIRjUDE3kFKe2Sbal17Nihe5wQvezkLru6cL/tbVvhYFgO+njN1e5vaXqNyi77JN9RpqVjt2UH9+6y27YWWWZmhvXkr9WqI6UJ3IXE+K+lpcXefvttp2uKZh2DF3SLAQTq6uocyAvQm0j0Z5db26avW9HrX7CB7iaHZQ5tr+t1YKa+QHy3kEPgm8b9nRX1zwXrBN8992XTUt7je+ce9cQB1vWvW9/i6y2lTwO75gODO3e7GPoPQIIBYCxwY2ilOfpkS95xK0xpU84GNAHIby/8++4W43lA8xNMIm/KPWnP6Lfgw2dgtmYAB/U777zTnR5g4cKFC+2ee+6ZltPlXvHYY4+NOeFLSTta8IGBXuRBYX4yweLDZ8BnYOoZGLuHM/V9+z34DPgM+AzMqgykatCS1FVvA3KUzdEAO1W9cjfwYaSjYLDTH9A/xGagFDM1qc4WSCi/Ux16NOhaPPvT5Wq+/Ncl1ufhjkVir3QY4vSNchruFjsN5lahyvzaxHI5pPenCn4G+cR45aWXXnLlVcEy/+gzMBcyAFjY1iNwSKBmalKY8QvY6QApXeAQIKVnPM+UgU+ewNEG/eZOqYx8vPhV/ZX2avNm++ySl2RsolLxZO3BVS4K/JT+ZSpcUjX2YbArbLS0OKnBvrL8afvrI592u2aAmWiMxUCACUFQRllQUGDbt2+3n3xoVtFcKU3hw25CDROid2S6cqhzpHEFIOizzz47dCqc97333juiNH7FihX2la98xX7+8587jVBWXpJe73SsYXkWqa2CdQeA3C6GKZGhiodMMW0pR74k/4jtaFnjlgf/nQotCJ7GfORzuqFot20UiJX55lMOoB1IL7CuhddZx9r/qJzHHlIge4CWKkDneKzI559/3srKyhwomoiuXk/xxday8RtWsPP/GTrvwVv6MLCpdwBAe8WkShfLGJDOraP/6AMEICjLXJ+AR/bmVgo/pMr0qrdquyUVrbKkXlXb9MlgKkbU1tbGWDr3Fy0e1PwMT1aMZA6HBIJmW8gxsOd+JvwVno8ZoJ2lrQb8nClzNwDQgDEeK0ebNm1y5nJMFNEPjJxIWbp0aaxN/DKfAZ+BSWQgdm9lEjvym/gM+Az4DMz6DMg0QaMWS+oLyeG1Z2jgE3nebtCjBSl6kqx1ClL7XBkXg/ailFbDSONI56LITfzzOZ6B5xq2CgxvN1ypiwR6Joth1a+BdKt0xND7xKV6OuPMmTPTuTu/L5+BWZEBwC/MjJrlZMvvKTe5U5NRrnBZrXKyQEoQSxAngSdajrwEpX843+4cw4wn8sIaxMRGfiI96YDK3dulmdZlWQJaYUUCavVp1+j0An+hi5mZ0mdF1mYfLdluv6nfNinWNTqhsISiB7VIWQSBYzrAHgDwUXnkHO1aHLwV1yN5Qx947VqxLSOCEvtPf/rT9qP/7y/tvoWv2MI0uaCLwYkLfIpAPtzlmcAhkBUAE+4QGJqhvG7IPj0KAI3Ydcyndy3Yru1OCLzV5zYg2Z2Q8tpVZVmaVEzpqrPWrf9lxHYM9l999VX3N+KNcV48+uij7t0rr7zSbrzxxnHWHPlWpsrgB7HK4TdYoGsmADi5p4fEunWLB1fmexGAn6zH6xGh1yxiHb4/Sb1tZu2nbGDJzTaQAstxtOwQpX+RwfcDZihs3vMp8jXpt1zmj5SuAxwjGYETdVCOG30t3fptka1gQiPyfX5vxFjbRq7rn/sMnO0MAHh+7nOfc/qaM3ls2gJK2DHWq6mpGXUoJoquv/56x4ZHZoRJIdp+mPKTcZofdQC/wGfAZ8BlwAOg/ovgM+AzMG8y0Ju3WiPBTAGgDFDCDJBYA6DwgGdAIJdKFKUBelKDdhigi7OaNGA/5oCvWpXF+5gfGQhJE+/HldfYtsJDck2uFnASEpCQLubnYgcioOg3nTFT7IPpPEe/L5+BRDNAaV+yNBRfa9xguSVhLc4UASOwQNHk1D89JluvgDuWYwARGkiz7U2r9Sq+7upLMkqCbYZpUo4A1ryMLneatOUB+MkCSqF7BdBRLr4hp9JOLNzo9HcTvSYGpgxU9+zZM7Qpg9xoCQvK1++//377zne+E7ej+9AO9SR6f8F7mTKY+d/XvWEZ3dUO5ARgQlIAmI/Sd6RcQmKsc/0AVJTcl0gGIFuSLonE2qwztkZ/SMHUhvIFiKUKGMuz/Jx0y+w+bWm1b1l6zSsWWnCt2y0l7bgcV1ZWJnKYoXUxlYIND+gLi3aiSGnYFV5lENiMXB/wcjiSHAiXBPPY3ejDoGckCDq87shnjj0q0LxDWuv9BRuUZ3YwOmDnRgZsVphl77//fuTiWf0cHdkLVdJelNqqiYiQfn+a8JMR5LLMWtvevFaTwoC/I2OPnN6vL97rNH1T+/oQiBlaIUf3TCQfanoKh5b5Jz4DsyUDlJZPpgJgMucPkMnkFaXwseLdd9+1Sy65xLX5d999t/3/7L0HdFzXneb5B1DImQCJwASQFJNIJSrnZMuW5Bxkj+12t912u3u8c/r02bM7MzuzO2dmzvb02T07oSd293jatto9tixLspUsWbISJVlZFHMmQSLnXIj7/W7xgYViFVAFFkCAvH8JrPDeu++9f1W9d+93v//3IR2CrAb3EB8+Az4D6clAcj3K9OzLt+Iz4DPgM3BhMyDn2LFiucZ27nYDRAY9DLqDcUwwCDoDjYqVlOU0Pxksl2vQmKMufZ0GBphIeAD0wn6UC713Stzf6N5sb9jmed81OlA+fAYutgwA7K9YscL2NI45Vt3N5fucMVB+1oQDJzvF9OyQ5i7sRTCrMQF3lHD3T8yuu7xJzMT7K98Xs3TQAS24y7/Qfo19tfYNgYBig447ldFpKZ3QUaAwWlGab5958DMJAa1pG8W8aGhoEGg7DWFzYFc8cwrK4h966CHnFB7LGI1p9pyXO3fudO7it9xyizO/CFYo2fdvLXu8TfexSZnzYdiX6UrdMY4CBIWNNyKwKizNawxpKAPnvNG2TiUuk5kSTMA+7SNwscfUSv/rfbPCoQbb8+v/bL8d2udAS7RP56KpGhwTpmgwn/g7ePCgMxYCaEY7FOOhU6dOOQYV7FpKQ8fHwpZ15mPg/ILI0GfDq+Aez/uUaMOIZXXAYiJ6OQsiy9wi99x9V84w/wdGs6x5tM6ujiw+5180W9ENbGlpccs45o0bNy4ZAHSZzMKuLD5uK3M7rFvyE0hQhJQnTMTW5bc48Pv17k06t7N55kRbR8vtwMBK2ybTwCI5WI8KjCf7AbMbJvezbVe5nPh/fAYWUwYAJBcyysvL4+6OkvdXXnnFAaDBCokmv4Ll/tFnwGcg9Qyk1gNKvX2/hc+Az4DPwKLKwGDdly2/4VcS5dcgfHr/3XXng7EsAyAYC8tze235ZO/UgAlWzR1Ze11Hv1sllwsREWOLcQ1ks92AYiH26fexMBkAFIo1UYFB5sNn4GLMQHV1tSHxsHtgrZzGV9ptAkG3CzAZm8iU+Q4alMFFeVJssw4x8POluzuzyc6XV7xqN5RFnOC5pnPthrl2WWGLdY4UiZE2KHf5CafdG51TgJkM/f7yltXbUOzNIHrFBM9h5jz88MMOAI3oi7JncyY/aH7GM/QBGPvKV75iTz/9tOHmnkpgksbf7bffbrfeeqvbNLtrl2VOjkibOkfnHWGiAxrDBOW+QTaQb+kdL1BmJ2x5Tp+qGXKsYbgylV3LxX7EsWUjZc7TNx1R+4WSG7CRHmdmBPsznXHgwAHj78UXX3QAOt+f6GsmMgT/oDRkW4VhuI8x8jG4Q4jIHegN/tdCdFHdF0T38VEB7Egv5EvPObLCmUVnDn56XwAwL1OyApnShK6yk4eO29XX3ZzwNPl80GclkD6AAYq+H+7wiz3qBXJWZPeq5B3N88jkw5jydzpc7n6T1dL6BAylJD42ftp8q2VUT9gmsapzJD8BCA8ju0+TGE+27bCT4arYTfxrn4ELnoF4E1bzeVCVlZWO2c5EUWwwYeLDZ8BnYH4z4EdZ85tf37rPgM/AIsvAhFxrx3MrLHOoUYMZvDIYGekviDPjbwbkDCD5ozyT8km0H9FXW5Hdbd9b9Wv7Xc9Gp4l1dKjKDY6CJtL1CBNjU0GjLdNghFLNQZUvntTAldLrdJddp+uYF2s7fG6rBKjgLk05KKBKY3jZBc0jM/vf//73HSAEqwnnT5hhN9+ceGC9WPPrj8tnIJkMBMwXDHvW5jVb72i+HRxcpectMi/qdmW2gCblTsMzW2z7ZdYixn2iuL74oMDPg7pOizWqyzjl85Q200auAJgKGf4AdOWodJlrAOzFTAFhaGXyOJGVZ33rv5mo+RnfZ/AasD+Dx2ADlsUDQFkOa/HrX/+6vfzyy+73vnfv3ql2gu1neoQhBAiIllylzHi4ZVGtEAT3BkBQ7hnc34pUBs9KaH+Si+aRctvpGHzBFrM/IgUDcxITpZGxiKlSsFWO8grgiqnTTJFnw/qPYcfchh6wQmF+xgZM05/032b/YuNPpe3N2UcYxKwXuZ27L4TOHYCYb4bZqOQVGpWH6pxufU/G3D0B8JRt2YhuAY98pwBRI8Y+KuGW9M3bvZfZCZmUAEQnYo7V19ergUjwWf33//7fLTDGCt6fr0eAbs6rVPc6TqNL5o1UrES4sLPvle0AvJvCsb+7DAGi+QKMw67teAAo38O/a75LzO52V0LPd46cvdOzXhZIObPv3K+x5DNQHOq3zy//ndXmden6M2FdI4X2fPuVdmh48Zr4LDQAyv0i9p4RfPB+AjzIhH/0GZi/DMytFzJ/x+Nb9hnwGfAZmNcMTGSX2HjJBpscbNV+GLgxytFYh0EPf+qYuPe0lPI4NOnQTaOUMF+DZsAzSjQBJ68tOWyVOb163u+0IJMdYCRzglViWVyn9nnM1n4ZYGarMwkzA3DgrR6dg47Kx+wZ4LPaUXzEKvRZFUjPjEEhnynAyjvK4+AZo5DZW0rfGujC3X///a7BQHtq3bp16duBb8lnYBFmILN9l/3vdT+3ZRokMzjWVdYxxE4PL3Nss2JpTAI6MUHRJPDz3d71MwI3H1/+gSAXlTNrmwhIFTGr4aJOmXNIzE/K6kszxAIV0JUtQIYLPesDfo6sesDGqu+YU6ZmGqhS/gwwBzsxXvD+Aw884IDMubACYYJiovHPthRZts4lW/ey0ShgkXL3XDEbMe6h/B3gc2AsV6DfMnu2fYfK4WcGK2OPef/AKru88KS7hk5kCMrUhOCYyjUBmdEFhS3IOrGhtewbtS/ZuoIWHeOIcp+pz7bQnm67xj4aSN/1Tpm2J1t32Ker3nX3at3K3f2cz1n/256+VfbjxjutXsdxZckxAXRdVql7aX5WWN9A3bn1ncDYTrZO2v4MnMzGLtBPzZYcTpG9LhmUiAniuP3FX/yF1dXVOdfo2DJVWJ+xwSTXfAcyBdeUHNEkbY9AzLA7dyZOmwT2vqff0rC+F7OF0+PVqZPDIAPBNhH4mPdZmjhOj1Ta6Y7UWMaJW/NLlkoGthacsH9Q+6rM5yRJoWsvURHqtbWr2mxnz2b7ZduNi/JUkGZZyEDaI1o3Onrf3DeYCJ/p/hK9vn/uM+AzkHoGPACaes78Fj4DPgNLPAP9m/+hZTTttpLJDg18IoOfoEtPh19jIacNB3tmYCwzAn6KEQEAOSYANDyW5Zg1sInKNZA3aZN3jBanzR0e1ukVKgtdKcZi92iB9YQj+kQM4GvEklojHVJYFcfEPPUxcwZyBXgCVGPqAIu3S/nk8+VzK8oHbMmw17q3aEC3MGDy6tWrHTMMTbhEJhozn5Ff6jOwNDMQ6j9qdw7+eyvIGXS/QfAlYJRsAXV1YoBSpv1O7wYHRMFaaxYDbTagBSd5fs+jYn5OD3hwgFmTboLjnc7LxBQ9bOV5GpRr1YncShta91UbvOw70zdL4RXO7jNFc3OzbdiwYaZVrKKiwoGkc9HLpAT/naYi25Gf40yN+sdk8HOGCQqDjwBI/pWAQdUyOAOaFgFhcwnkCfYMrLYrZAJYpgqIwshN0hktcY/aN7DmnPsf4Of/Vv+4wO4efcYRhq4cCB078Ws1r9qT7UO69l4+l8OJu81L3VepOqLaaHuZvmOZ+oINSP/0121X2Bu9kf1USgJgTW67JhEjeqYwW9GIxSHeJidsaDLHwgIM9a+YszCGM+3QYK0dG662D/vqdN+dzoo8fvy4PfbYY/bNb35z2jGdPHly2uuFeEG/4brSw1av3xKTCz3uXheZrC3KGna/hZ3uXhf7W5l+dPz2BmT6WKa88DwIwM9Saey2qBR+NlmKYBv/eOlkICR+90PVr8l8LgL0M+mC5jDyIzDHbyndb8cGVyQ98cGEMOXgiYDCdGQWY6F77rnHFnrymXtDouBe8Oqrr9pdd92VaBX/vs+Az8B5ZsADoOeZQL+5z4DPwNLLwGjFtbZn/BbbMfmcE+t3thAa0FE4x4DbsTwd+9Ncxy1LvTgG0rAwYVCwZpYGd3TuGKRT6kN5dYQZcv75WC72RplYpbBOesYi4CetArg2h0utJq9bBgWdHgBNItWYVpHPYeUy2rgKF/dVeZ0ajHcJVO5SOXxFEq3NbRXYXjfccIPrZM8GmsxtD34rn4HFn4Gid/+pWJmD7kCHx7Efikw6MLGTKyOkywsb7PGm6ww2Xzoiekrj1aFbrf5Lf2Vjkp0QtWZa8zApcXN/S2XNgIp1dXW2Y8eOWScoGDTD5D59+vS09oIXQbl/8DreY25urn3ve99z8hewgiiHTyUePbnZVm84bZXWZCXZYXdPclie7lK4dr/Uud0+GLgsqSZxL6dce3RULNk48WzHDseCvKL4mBULeCb6J/Lto/61YkZuOWeLh6pfEfiJfvakQMWAVzkhZuq4cxb/hEyr3ukWK9FSY6Oes6OoN06NVNtfnPhS1DtnnwLIbi866cDPtnCR+Kgq5R/P1z1+VICnNE6lnVAoPdXcjFGTNKwmP3Ns3+Bqe7hpZiCCzz+W7YtB1EIHDu1V2V36XZmdGj57P6NsnXsd97ka9Rtmu9ehcYoB0uq8djGox6XDm+fkFKh0QZP3tO6V3VH9koU+T7+/xZmBTyz/yAphVOsCNCSJiSDCSJDoN5Wjia57Kj5KCgDl2vmlL33JfvOb3wTNzMsjLHwmoxc60ACdKd5991274447dB2KvovNtIVf5jPgM5BKBqb3AlPZ0q/rM+Az4DOwhDNQVLXeGk4st0JpqFVJLytPnTOAT1f+DhiqUQSGR7BAKeVhGQDkmEBQyqh5HBK7ZGQyG0KRnHDTV96WL/YOumrRncgg1eyP0k50uHzMngHkAuiUx9MzoxSzSOWbrDPboHD2PSVeY8uWLQ4ATbyGX+IzcPFnINRz0DHthqLAT86a62rW5KgY9qN207KD9nznNUknoxcAS9djrtWUe58NmP0ROZNjYi/edttttmzZsrOL9aypqcl+9atfOeMeNOBw4CVwHef11Vcn8vl2q7l/iosjRniFuv4X6Joc1vUZwCkzM8uSAUBpBPAVh3P+urq63HGd3cP0Z2VlZdbd3T31JozPZ0Pfs23dP7TL8hudzif3Ksq1f9u1zT7oWz+17mxPTpw4Mdsq9mbPJv1dprJWVT4oOhxDMP4gHRMqWIkAIBNnmKmobIalxZknKYI8lc/fVrHPnu+YPc+zHlgSK1QJAORzgtXpwM8z25waLlcfoNfdC/gKcY8dGMm13f119kTbDbO2TPksTLLoSCR9EL1Oup9XCKDkftY2EmtOhOZ1oSEvwTqz3ev6HBOb782kgNN2GWf1uv4P3yn0zj/oq0/3ofv2LoIMrM5tc0A5OsyxgSZxnvq0ZdKXTSbuvPNOe+ONNwwgcD4iOzvbAaxMdl2ImO280DtmYoWKIR8+Az4D6c+AB0DTn1Pfos+Az8ASyMDmNRXW2Z5roTDlb5GRcwTs1HMNIEE1J6iW1CMlPBgoAEpmTWKeoVI5DbxhY7pCS20fzx13rmmgVBs9uxz06mIiSwNKBrhhgQY+Zs+APj4FzN74wfLIOvGXp+Nd7+qZjiwu3TZghwGQLLTRwqLKmDTNJjTZpEpo/RbPBcz4ffI7ZDIilXi27Sr7mjTnYBliBRSUzHNNZxILxv6uoi/bQ9dMB1WPHDliv/jFL6bYjgH4Gewbjc1kANCscIfdXLZfLPNuZ6yEeR5lw/uG6mdlkAb7in788pe/7EBZDNEIJrq2Sw6F0u3MUJ7t+OQf2vMHMuz111+f2qxu/Rb76Ngf2c/3fqTSb1zes6VxfLZyYGrFGZ5gzJR82XamgM9YkO3cxtEHddqaU+Dn2XWonuB+y+TjQkVwned7MT0yzxhtdbnvy3MybHmvT2aJcY47ervf//3fd6A6YErsb/tCACvolLs6FvovMYG+KVUsEd3dmIVxXqKdC2AKOzsSalOJQ1eW95i08OEzEJ0Brr3n/LTOrHDuNzJ6y7PPmeD52Mc+5iaFkJaYj8CM7DOf+YxdiN8o5xMOhx3TfrZzQ17DA6CzZckv9xmYWwb8HWxuefNb+Qz4DCz1DGTlWE3hmFyD+9zA1Y2WdU6uo+YG0xqgqSQOp3h6dYCgxLhmt5nNBoCk7J0t+lQihiZnuqJttNQZgtTnt1qf2E2BcQHdy6qcHpXFF5yjRZaufV9s7XQrVzB1S+WEjE5rdOB2ixkSGnbzGReCDTSf5+PbTj4Db775pr344ouODQhgEssUS76lpb3mpBiVo5rYyZY5BkqViIhEB9dd4BsMi1KJ9/o32mU9LXZ96SG1iIVNZAgOwBYW+PnDxjvtc3/85WlgJO67DK7jlXoHTNBkyiIzwp22o2CXJtEaHNOR63SOtO5gzFUUyIBp4LiNF9WncjrOVfwrX/mKffjhh7bvxb+xj1d8oDJy7lFjOjNNt+38P+yBVTdYS+16O9IoEx8B6xzroUOHHGDXFqNROdPOcTCn7H3Tpk22atUq+8EPfmADA6kB0DO1HwEQRzlqHft00JuJRYBIDHrmFpNWLDYnDFOu4ckAcq2j5boX5Mi0cECKqLr3R5lGySZKbZl1jpbYu30bdcTTjzfeMZI7vi/xzI0ocd26dWvKkgbx9pPsezA3Ob/iOPc63huSDAzs5JkiR/2NT1a8b1cVH3VO8FTEDEoPFKkfAOv6/BYnBfRa91b3fZypLb/s0soA0gkb8puc8dyo6zif/Q1h5Omu72OJr++33HKL3XzzzcaEwl//9V+nPXmUk8Ms3b59u7vOpn0HSTaI7MmNN95o9A1miqGhiMzITOtEL8saarPxLP2+c9IjIRPdtn/uM3CxZcADoBfbJ+rPx2fAZyCpDExkFVjmxJBjNDAgFtbpBmQMygi91KCZ8vcIwBmSQQKDA70p0DQkZs6oFUv7c2g8pEFFocwXat126fgH7c8DgytdaSemR+hXoj+KsQXalY3hZXZEZg8+Zs/AiaHlVicgea300QBHegWI8rligsQgvG20zOVz9pbmtgblrVdcccXcNvZbLfkMBKVulDYfO3bMgSJL/qTmcALvv/++1Q+W2oaCQWkuTtjwOL/GyAAZpjuvhlV6vLNrc8qt/7TlNleW+4mKd6WdPOiAmVPDlfY/G2+22g1XWFVVlSsb5zpP2TsDUAbZlBlGB3qeX/jCF4yBZzJavbmtr1rR8HHr04RYo4xhIncN02TLoNUWdlpe04s2sOFb7p4RvZ9knl++ptDWLX9fmo6dEbkVgVAZqjwomuiyrNY37A+3Zdu+e/+RwZgCBAU4oHQ/mQDsKzBN/gxnOeAU0BMQ9bvf/a41NDS4dnbt2pVMUzOuw6RgQd6w0/wcdmWx3FWRlqGKglLzkL3Znbr+HjqWmwtOuTxnKScAz+hS7ulfPSMQSmXFgcFVAk71+eb2We9ovqvcyNX3rzR7WLIB+bZXbSQDfnIeMPthcyUKpE9S1XRN1FYy75/Qd74+v1kmie0ObOJeR6cGVjUyEc3DVXZa6yQKQOEvV71uGwtOO6kAKk1g8PJ9BoDnXgqLFNYu2tlNI9MlJRK169+/NDLwfOcVYsMftLIMVTxkjaufzMRHhiYWIszksAzGnm6dzsQPMlNfX+80L3k9oe3a2tqCRec8MnFzjRj9sNbfeecdO3DgwDnrxHsDCRSAx8UQl1122awAaCyrPO5xj49Y0e5/Y7mtOy1jpNsyMvUrzl9pA5d920ZW3hd3E/+mz4DPgKTgfRJ8BnwGfAYuxQxMZGsmOiNSFhawUaLzQBWZG65pABFhQeRrIDHhjBEwfnBMI0nG5WhmG40zBlGwL9IVGCoBem4cP20lYm9QuoaOV7MGHZhOJMN4SdexLOV2Bify7N1e6ZkJ2K7I7rMqAcp0ygfEGmodKnXLkh3wziUPn/vc59wgci7b+m2WfgYA0np6epyZQTKg2tI/4/hngOvtm82325+u+ZWuZwNugDwhOZHItRcJkWx7ufPyORviAGzxFxuBXiaD6h/96Eeu9BBQhzJLwOmOjo6pTdAJha2dFGN7YtSyeo9Y5lifNBcBgiLgHo3B0K+WIVHGYKNlDrfYRH7qk1VlTb+04vxBC4+Epjlxw8ZbJQfzzJ69Vr/2lI0WRc65trbW6Qz/7ne/mzqf2Cc3lu6z+2U8VCCXZliZ4xkhOzVUYf/lxCfsiSeecDqpAKHPPPNM7KZzev1o6432J6ueddqo+WhsqxWyBPiJpMz+/lprHDlr1pPMTjD6uab4iFXrOo7cgKBUq8rscRNaAJtvSKMU+ZhE8ULHNivJGrR1AgrRyyzWN477bKfurYc06fiqmI3JBBNbIZlpzQSAzuT0nMw+Ul0HNu37feuU40l3r8PEiOBed1I6uO/pPgjonChuEHiFjiP6rIDFTLxyr0T6J18A6kpVvBwarNFEbNhNNHgANFEmL9X3Q/Y/Gu+2b9W+IE38wTPSUpMOjOf6jtbvkeH4RAFY6EHA1OQajHRMdPB7w7H9qquumpKcAAR9/vnnbc+ePW7iKnr92Odc65E22bBhQ+yiBX+9b9++WfdZUTHLtVGa1WVv/KFld+6yzHEm/iLX1+zhDiv98F/YQLjNBtd9fdb9+BV8Bi7FDCS+E16K2fDn7DPgM3DJZIBBsOWvsInBJul6Tj9tFk2FnhfKJRbGJ6tR1seAqUvl1D1ijAB8wsyElZJuZ9QTGrQ0iLFRJgYHNhIMZAZVzu0jtQy0qiz0JRmCrNHguVTgAeWxfH4nldv5BJLvvfdeW79e4KuPSzYDn//85x0LjMFMIgC0paXFcADnu9LZ2WmwJUvkVg5IlxQYtwSyy+ATE5V/f/KT9gcrX3YsMuCrSTEDBzRJ8YLcyl/r3pb2M2lvb7dHHnnEAAhxOCdggjK4/s53vuM+G5iTsPVwdU82MsYFIuoPIC8a/Ay2zytcZhkTYTcwjYinBEuSewz1H5Psypi1weKLCiZrhibzrWik17K7d9vo8rOMJsABNOOeeuqpc8CAT1S8bR+TAzMyARwvLHgYfzAG//n6n9m/2i/n8FOn7I//+I/d9zQdpfCnh5fbw4132JeqdzrWJexBcjEME3Nglf1t0z1RZzb7U7QntxY2WK3MjFpl9MP9kED7EofzlbntOp8ygXTxQRbWlTCBPdp6s9o5YRsLm53G6oBA5QMDK+MC6GwTLy6//HKnUzhTnmB9L3Q0qTrkFfVLqHoo1UQDnzXg7nGZF83Wd1in8nbMHPvHcsXSPqs/DmhKBUyuTMrK1Wa/9M99LGwG+I7TD+Q3wCQIcgeLMQDa//XRL9mDK96xurxWZ4rUJlmTZ9p26FpWFveQkZIA1Azio48+Ogf8ZNmnP/1pZxQXrMcj/XgmrrhnzhZc9zG9e+ihh9z9YLb153N5cC+aaR9ULswUhQf/k2V37VYl26CNZ0uCKysyNsjQvSFD2tQFh/7GBmvEAs1fPlMzfpnPwCWZAQ+AXpIfuz9pnwGfgYncShsvWGWhjj1KRgTcDHBPN5Oqf3gkstTpzBRbFHMJ3sNJFhAUpg86c0ViRFBiNh/BgLczRrtyPvZzsbeJDmg8hth8nTedV8q0fFzaGYC1kkgCAWboz372s6lyv507d04lCwdYAgbxxRAB07JLg+D/78RnHPtuTW6LdY8UWOPo/A7Q3n77bbv99tunpRFgGabRtm3b3N+0hUm8mAwJgMgutGWlBdYwOCF4IlLOT5llTXW1VWQ12pj02CayZzcLirs7sWPHxwMDmulrhEI5juWXIVAqNmBwPvfcc9MAUMrd76nY7fQymfyhosF0/4IFmqWnMCe/tfJ5+2+n7zeMN6688kqDvRhP2zJ2f7O93je4xv7l0TW2o1jsQjEIuQ6/JRf5rhm0ABO1uVz612UC4AAsA/CTdcl9iya5VuV1OiB0JgA0aHvvwFrjby5BCe4NN9ww66ZMYixUbC04bjeVHdJkrABMAZSvdW5WpUhybNbgGPM1kZspl7Kw+jnZ+v5RuozeOTGm7wvSBVSjMKGY7sne4Bj847kZWJnbYVsE/CNFwGcAmxKd+F19dYsSjEZb93GxvxMFvx8mBGFirlixwurq6ty1OFg/YO0HrwE577jjjnPAz2A595ZYE7tgWewj8iY//OEP7Xvf+57T5Y5dvhCvAT9nA0Ax4KupqZnxcJBgyRgbEPiparYz4CcbTObouhMeEwjaZYUNv7CBjX80Yzt+oc/ApZgBD4Beip+6P2efAZ8BGyteb2PLrrBQi9x0RzpdWR6DQ4KhLE/V73K6oLAocHln8AboSTkYTAlKqvvEQnGmSOqU+vAZCDLAABnwy4fPQKIM7N69ewr8jLfOmJzTL5ZgMIfzehD9Mo7bOzY3ACpoI9lHND8ZUGI6Eeh+nvdvM0OmTiWbrbTmhF1b0G6tY+UWys6zak18ZA812ORYtk0U1RkTbakGTKW24XwrHFMpqMq0nZajGkETrry83PInVFYfKrMxtR8bAAG9vb3T3v7Eig8c81PNCvw8Wx6OBivQbZbYoHX57Q6MwAzpr/7qr9ICfkYfBMZC7/ZFv5P6c0qzMT3iXhwblL3DKKYiY76DyS1MjmaLzZs3G5IEfJ7zGX+86hmrz2uR+YxAD+2IvaGRul+SEP+j8d6kdz0sfXF0P8fFah7NzHKl8LTGZC95p7Se0vgWmUlhiuRj/jOwSqzmHSWHBex3u+/9qOSWynIG1ffs10R82F7r2uL6pfN/JOnbA78fjN4SBfqYr776qlvM7wzwM7pEPnY7JriSiWLpvg+Nifc+mWdMNj744IPJbJaWdWCDf/DBB67SYCaZkmBn119/ffA04WNGWJqfun4bxkcxkZEpssaEiBsDDTFL/EufAZ8BMnBuL8LnxWfAZ8Bn4FLIgDoIQysfsEzpuOUd/7k6EhgzqIuvwYobr5x5DgraJ7OEQTE90fvEdAE31fJsmSCJOZOrQcdpGWA0j2CC4cNnIJIBSpl9+AzMlAHYegz00KeMDkAoNAbvvvvu6LeX9PMHHnjA/vIv/3LewaDYJGFU841vfGPKXZ1BKAwknIDPN0aqbrOswVMyFNpjG8LtNp6ZZ5ndzQIni2ysbKsN134s7i5OnjxpTz75pGMtwUiCIYxjOK70b7zxhgPFl+s78YXqQluRDZg5aYOUJYcyrWQyous4IXf5cPWd57RP+WhsYFpD+Xk8GG7iDLOP0tprr73WGSphELUYA41tJhuZgOyJOUCOHyYoIN58RyzAnGh/yC78yZ/8iQF+/OQnP0m02nm9/42aF6Vn2iS5BGm66jKC3Qxu7fRLthaetM+teN0eU8l/MnF0qMrJCACwdYmZLdTTlVwDPNP36ddk756BNdLNXqfvElCrj/nMAH3NLYWnHKu5LUryQT8CW5HTazU5nbapsNEZwM3ncaS77aNHjzo95uLiYoMxf+utt05perKvajHov/3tbzt9XTQ+ZwrYojPpaSLz8fWal21DoX4jrtIr03rFkH6jHTmUhQFABwcH7eGHH7a+vj4Hgjr5rRlOisqEZNjjk1l5kd+h9KhN45lpIQY3HgeTOX6iYlpe/AufgTMZ8ACo/yr4DPgMXLIZmCioteG1n7dQzz7L6Nyn4RMMCjenqpEEQ0ZVkmjGvV0l6HT+l2kGuVQlYKMaNKKHlZE9afv6V9nRoZpFW6aOe2tR5pBYRPk6O3/JX6gve53Kunz4DMyUATRBv/Wtb9mzzz7rQBLKsu+6665pWpSAo6+//rqhNQiLkm1mK42baZ8Xahnn9tnPftYee+yxBTsEQOR/8k/+iXN9Z6AMsMxfuoIy+KH6r1hOi0DsXolojkqLLZQrZuY6G1lxm03kncsSZBCM7EHAROVY3nvvPfcXfVwnbbntFLvrlvL9Mu0ZcK7lubn5qlwvtYnieuu//M806D0X7GttbY1uxj3n3sW9jMoGFECnh5yaxfqb0GD56aefdt8zgInYMtTp21yYV+0CgdCRXSatymLdh/t0TyPQNcXcrmu0yJo0GRkvuKsjVUMeKJ8/HwAvFV3e0tJSAwA53wDg5Q8nbRiZhGyKHEAG+DmCIVTA7tVJsm6O3r+m+GjSAOib3RulodpiazNarTJ3wEbHM1zJteaAJVlQKOBzg4xsrnJA82znUx7qs8qcPjdhDNubCeKZzKlma+9SXL5MOUTHFTOqaMkHKpIAROul81qVg85s/ZJLD3rDQTAJ9IlPfMK9hIDAMn5js2lgsgETRokC8PN/rX/CKkPdmiAIiA1iiUvf9hNZz1nrzn9pubf8n4k2T9v7mO1x3Sc415mCagUYr8lMQlHBltV/3LJGe1QGv0wX+Mh1wcbDGr/oWqfqg+GV98+0O7/MZ+CSzYAfDV+yH70/cZ8BnwEyMF4oR/XK662rOyzh9T4NrIZdDRk6Y5QYlWYPanCRrZKvclf+VT454PQ+R1UC2TJSau/3r7cjg9WLLpnLQr1217LdzrmVwdCoStdOhSvstzIbmYv+2qI7wUV8QLDOZmMuLOLD94e2gBlAA+33fu/3Eu5x165d9sorr0xbzvrpBPKmNT6PL1IxGUrHYVx33XVWVlY266DzfPY1GSq08MpPWLjm3ogTL6ycOMBksA/MrqLBz+D9eI9v9W60U8MVdk3JUdu6psQqllfZmMruhzRpN5GA2UOp/4cffujYpEGbr3ZstquLjwv0E0dSrDJYn5GYEFAWYYZ2jBS5t15++WX71Kc+5cy4GKzHspODNi/EI4Z1u/vXuNLsagE/6IECBuZljVn3qLRYw5WajJxuHLKt8LhdV3rElkmuBvCzU4Ysp7TeYbmZH5dhy1wiVXOjZD/veMdSLDftLUWnxATucWDkyGS2QN5ltk8mUtvE8OTeznlNgZ9nGiFXoclRJwmwLq/RjiZw347eJxOkj7TcYvcu+8DWF7RokndELOVMZ7iDbusHcpifLdCovErfNdzkiwRSM42MZmXHaIlzqO/weuazpXBqOSZo5JO+W2wA4KtmyX3+TABgzrlUg+vVxz/+cTt27Ji99NJLhikgLEkY6Ri7wYhMFNwHExkgfb7qDasI9YjIzHfw7ARBjsgLSGVUNv5P6+n7tmUWr5xqHgB2Nobm1MpJPkmWMU5zGGeiwZxMDGz+U8tue9cyBk9a1ki77jsqe+f4J3VNCBXbSPUdrhIhmbb8Oj4Dl1oGzr2qXmoZ8OfrM+AzcElnYCK/ysZLNljhsmM2MNpo+3oqHVOhQOAnLrGDKqkLqfyLgSOdeBw4caFtEqPhze5NdkTszwsdORoE1Ym54RgX6gqj1XVV8TEN+vpdKdyYGD50Asv1mtKpnzXfbJ1jC2fQcKHzs9D7Zwbfh89AOjIAizE2UhlQxW57IV/DboFdGLBh5vtYFpSFnRlS0UDkmjrTIDpVY6HGkQqV1F9um+/+uvXE+S7E5hCG8Pr16w2gNYjjI7V2bHC5rROohekRgImqpXWfcHN9hsv3T5tuC1Z3LvKcA3+LLRo1ifdmT8g2SeOS+1mWzmQ4nOPAz/0CBQMzKthfX6h6UyXCDU6vm3Ji9C0BElfntcvMZ8Aw/QFITDUwL/vRj35k9fX1zshlNqYa3/u5BADvTaX7rVr9DQAbyv8pba+ULEK5qlFGBerwGToENM4OIp/epAPJ4iyO+9awZAaebL9eIPOwLReD02l+aqI3wh+evgk5xRCSvAas2iuKTtjGgtOOudgl93kAanRs14WanY7oK11bJSeUN70h/ypuBobU1wTwLhYTNCR5jMvUH12mCflMgaKwafn8jwyq/7qEwU9OHN3ihoYGe+SRR6YmXLj2oO156NAhx4bkvoGmLvqgSJgEgZQJWtnPPPNM8NbU4yZ9D7OVqxHlKnqCgJzmCQTNsbCF3/5/Lf/uf+u2wTwONj6SJPffP3fmJMe+Z88eg/mJ1jS6zclGe3tE4iSZ9cfl7t5903+0kvf/mWX1HrUMsT715dD9osLCkl/pu3L+2a3JHKdfx2dgMWbAA6CL8VPxx+Qz4DOwoBkYrv2k5ctNsSr7Q1WPvO8GVWF1kg4PyNBC4CeA4ho52KKthQh9s1xQjw9XudL3BT3QODsrkg7p9aUHrVo6b5QFYmuxXAMkBiYMbBvDpTr6TPc+gGi1dKPurfjIfiamh4/0Z4DyZFhYPnwG0pGBLVu2OEYMLBfAM1iUuOcu1VhIRuFcgSeXW8A/an9TCAbr77zzjh2Xkzo6djt27HCD6egmGLBTtpmMwRVGanfeeec0fbzothI9ZwKGY4gGW//y1KfsH656yoGg3CNAzdCLDMvY7yeNt9jx8Fnm5EJ+RonOYab3WwXI8YcWKAw5zAmDsvBgu49Vfigg7pTT6QYUHZCGapbKYHM1WZibqcnNgkYHIp0WmzIwmQq2jX7k3g/gyL0VoK9TDMbe8QJDx5U/GLOf/vSnbdu2bdGbTXueSsl89IbbBSbWqt+BrmmTMx2Svqc+tarcHlV2tAv8qnHnEFKpOwZQsrOa2pzXwkKUl5AmaVNnug4LpGwYjg9UcgybpU25Nq9N7NsRJ6GAriLg9Jq8VsfMPTFUqbUizD1c6SuUwxXqo2woaLZd/XVTx+mfJM5At2QHmHSvye60m8sPGsxFDMsIvpdjYkYicfDbzsv1aZ87UZa45cW1BIbnL3/5yynwM/roAimOtrY2QzsUMBEH92iWJv0tANLHH3/cyZ0waYgzPMxw1htXnz02uPZlKJdDzXstT9d6JGa4dhPoRMPEjDf5GNtOvNe/+tWvDIPDINauXevK+WG2zhapTg6OF2+wrtv/p+V0vG+h7o9sQoZIo7V323hOxWy78st9Bi7pDHgA9JL++P3J+wz4DJCByRwxO+u/ZjmlW+zgvgGbkJYbTM+G4Uo34FmvTvtydd5zNNga1GCLskSWnY+OWKqZh5ExoRn/kaiOLp3gq0uOWZ0GHQzOGofL3YBwZW6n5WRpYDiarRlw6YOJhcFgpEMaaTUaPNXmdlih2hvwTIxUP4YZ16ezTcfZh89AujLAdwpdUEAtBmb9/f0OPJvr4CxdxzWXdjh2BprzGbCDkBXAYCrliQi55uZ0irXTvdcywjIxk8bnWPF6G1l+ox041uyASzQdKQ3nPNgHICWD1tdee8327t07dWpNTU3O6IiyTpbDyrzppptcSf5Xv/pV1xbLYD8lCkqtcX5PNSoqKuy73/2u05WF1RQMvP/TqQcE5nXZrdIVLRBwdXRguR0M3Wqdg+catvG9A2yoq6tzJfUzHWeqx5eu9TFFihcFurcBcCJnMyLwY0wgIOXCY8J9UfkuDI0KGAw7FiVGMokAUCYXr1YlBcBdnsBW7vcwHU8OLxeIt3aKVYZEBZMSeXkRwDBjtN8yx/oERhSob1E6jbEW73jjvVcSwum7V0c9qft28dQq3MdbNKlZVwCLdVAGjMtU/dEqXUN0QCX9p34AzEw0D6n8OCaG4JjFBzKnGk3hCX2Oa0sP27o82IgDAp9DDpSryei2NXIsBxBFjiAAPyNNY1CVoXLkPleVksLuLulV+b7t6quz28t2u+8fgPbYBJMyfAqTU1U9X6x6y37acuuSzRUTLskCf+jpwrDk+hQd/P7+7M/+zL3Psr/9279VrvTrySKL48rW9OtoJIMZ1j2UYf1in65evdrdN9BQpqx+rvdXziMa/OQYuTckO6k0U7l/9PnGPh+puNr48+Ez4DOQXAY8AJpcnvxaPgM+Axd7BrJUbrT8JmsoabDDhw9PO1vK5OKVyjHQKs0e0kBITvES+qfTj94VHdR0xfUlB2178QkxWej4YUZQYm/JjGD/wGrHTFmRLYdfzWQ3OvOHDDewhSMwKu0uzBHyJPg+Mha51MMEpWwK3bAyDV4GwukbGKXrfJdyO4AFdKR9+AykOwOU1GGWRDQ3N9uXv/zldO9i3tuDwTPfgT4qwF0yJhIcC6WXmG709XZZ3vFHbWV2kwNpuIIX5OdZfsVaO/3es/brfSrdH82106dPT50Cg2UGtzMFnxsBW5BBNczMq666yn1+7BdTqESDf45trgHrkD+c5aOjfbTcHm+9yb0FIHuvrleYMsUGIAPHxfkuRvAz9nijX9doAjBPLE9YoeAkgIIEoAdSMBgiIXGzRgxGJgEbBSL2idUZHdwjqaxgcpH7K/d3HmvVNtvy/N3e9W4TWGoALp/75B1Wl7HPsnoOqRx12PqHRu20yvV3nk5dbgbAFQ1IDHBig34G93HK4n90+k77X+qesbKsfmd6RCeBMwT8aR8rtR+cvid28/N6vUqM1DXS9wR8PamJ4MDYiOOF3RnSJDG5InDdvrb0qIDoQZd7PgW2z8kI23OdO9w6/p+ZM5AjHVZnuKkMDqtPF/kWC9JTWfeQOnrF2WG7TKXeS10HdOYsnF1aW1ubUBM0AA9ffPFFa2xstMaVZY65nat+8LADjiOMZNjRSIEMj2cZ2rZrdB1Gs/2b3/ymu96dj752PHmaZMFPzjI/P2LsdvaM/TOfAZ+B+ciAB0DnI6u+TZ8Bn4ElmwHE2BmszmRcQCnSFQIlYVKi01WqDj4cyx4Nok6LGXpCDBFMFqazIFJPyf2V78jo4IQzYgq2RpdruXTMSgWIto2WOmZAZMARGeSNadAHayRLnb6MSWlFaZCUIQYIgyKCcrmxsUy52ucGTfrHNGUgWpsqTU36ZnwGXAYApIJIh6t00NZCPsJMhJ3DuQAGBtdYnsPgYeIpeG8ux0Wp4Ux6awxOKaUE2INdCYB55MgRtyt0C9cXN7rr6qmhcukthixzUHIifUcd2LW9cJW93r15Loc1tQ1sTM6dff7pn/6pYxr94R/+oT33zJOW2/yiVWa1aV2Y/Mtsrya4yNf5Rn19vTM0itcOZm0zAcWAp6lo0sXbx4V4L7jXTbifDGXjlPub7pWUEKtQXOAlAYBYKwboLWX77fWeTWKCntUWxA0dWRmYi1RW8LkQPWI3rslvdyY/R0MrpgwFh7qb7MQz/5cMVXqtRPhfn7wUbWxQtkKZtnFsmXWENk2t6xqa5R8mUgEX0feODYBcKjv4jvZNFNq/Ofp5++yK30mzvMmVSSPfs6d/lf2y7Vptmt5hHqDxKpXfc3zVud0OoIXxiXYomp8rcnqcFjl5um3Zfnc8kd+8MqgUIkFwX8UHrs/0SOtZ3dnYc/SvIxkg3/Tl6NcNuYqdCMAd5IfvuDP0kbZ7i3TpL/aA3T9TUGXw5ptvulUebbnZ/rTuSVftlC8pqwkBn/yK+R6OaILg6HC1/mqsXPcDgmthXV2dez7Xf5KRNpmpbT+BPlN2/DKfgfRlIL13xvQdl2/JZ8BnwGfggmQA1+D77rvP0PGJFwCd15cecqZDFdLUzBfTBC0ytELLJgacyRCOszAs3+7ZoKFKZNY5Xlszvbet8JjdUHpAzM9hx/ZA6J5BR1iz1pgdseylru0O2ISNQqD7uUqgLIO8CNtFxW+qmwKg7RvLd0wMWDFt0jDtGSuaafeLfpngE7t/+Xu2QcYAeWJJhFWKR2niU+3XCty9MLPoAOc+fAbmIwNoDALgwTbD3XwpxsqVK51+G+XjsGwA1wAkAekoH/71r3/tjCPmcm6wf+688864m5Kzn//853bw4MG4y3kTY5yKnH5rGFrmgCXeYwKrRVqT6D/DtIf1lqhcmvVnCkrnYVIyQAcEDQDt4rEm+2btizZZcMiGelr0vphJRdmuzHjg8n88U5NJLbvxxhudIUe0HmiwIcdCGf5MsdTYn5wLWpSAReW6B0cqIVQCq7xyX+T+DSOUZ20jJfo8c61e5dyUblNu3CmZmG7dG7nHFqsE/vSZyoogR2zXpXVwOGedrrFIefoWaWIiPRMekQFKP6ZBQC2FzqgJ1ui2opP2avflQTOzPvI969Z+0PPm/t2j15GYlBxPr0rxc1UKX+bOg2P6eev8a3pXqF9zuSZk0RLnfss5oonOJDAVKN06RnLOmd8g9my2JooBmyZIvoK8u8lZfQ70oX7bdYW1axLXR+IMkGfSh15lJItkFyazPnW95/KpbwGmXxdrAEwyGYOu8q1X8/IAAEAASURBVM033zzjaUYz3tvHyuxvTt1jX699xUpEGMAwjZ4xEwsHB2rtB40fc20lA1pyvWaCrqSkxOl5JjqIAHxNtHym97knbtq0aaZV/DKfAZ+BNGXAA6BpSqRvxmfAZ+DiycBMumvMyK8UyAjoiR5TSFqbfdIFGx0NaYA85ErPGBjR0WrT4PnY0FlziWQzlK/S+s9Wva1O25DbhFL2bLUIGyRXbsPD49luUFSV0yWwL0+MjE4xK0YcM4XjiraFZRBSGhp3x0ZnGvDzpa7kB2LJHvNCrod77x+tfMaq0GVVmSDaWDAh0Exbm9+mTu+957jcM0gjX7jooh1H2SN6bukMACrAHc8ETWdWfVtkAIDv1luXrs5b8CnC0AxYmpWVlcZfEFu3bp0RAMVtG5YnLtywF2GLAiwSaGwCsMYGJjWYY8w0yKXcuUATWVzPYdVNjwzpQec4lhW6yb0WAFHT15rt1S233OLKLNGHA/B1Bk1j/Vb80b+xrK5dultocF5UaeFw2Eon+sQilOne8M81cSWWXGju1yny87Wvfc3QqcSkKTqYsHnggQemNOvI7UcffeRW4fg4FgJneT6zmQBkt2LUP5/73Ofs1VdfTYpBirFXOuURYCMiWVOQOeR0KsdF/8zTfZr7IvARQFyPJgQBGXN0bwVQZMKyNGtA7xcK9KxwzEUApglNGMYGkjfUVFDuTQCs4tROafzxoeV6h71EwoGlmpgEPETGJrbUPlgv9pEj3d2/xjmoY1yICRNgIyxWzA1PhSslg3Pu9z22nXS9pu+xo+Sw63dwbBgzEQDB9Hv4gwnaPlIkWYECN6EQ3JfJB+Ad28FkJG/8fbzyA/tJ0x2uHf9P/Awc0Pd4eDJX/U25lkujmNL3PH3PHADqepligErm6ItVr9uBwdVOloHKoIsh6Edx3UQyhMkawMegzD3R+XGdgjmPCRJxXAzPf330IdteeFx9wxYb0vf23b71AuvPylIko/eJyzwa3IwNvvWtb7lrYuwxvPXWW1MVBbHLknmNw32stmky2/l1fAZ8BlLPQGxPL/UW/BY+Az4DPgMXWQYY8CWKFTIRggkEA6MkZ9DNJjPgIobE0KRj3zma41gSMELmAoDeW7HLzVgzbBjWoAcBd1f2JpZpjmb6GZNh7JCr1w1iPQLKXlbY7srLGJwRcAMo+6PUB/n3UXWcGzVoeqr9ag2eEp8f2y72+OKKnSpP7HKsW9x9x3SGaGAVChitlDzAl6t32n899Ul3GuQN9s26/CY3SOPzGREQzECXMtOjQ9VpPV00/i6/fGkDzGlNiG/MZyDJDEQbUURvwqCWweFtt90WAQ6jFyZ4jkwAjNInn3wywRpn34YRxDUEfcjI5NFZAIu1uGZwjT8XHD3bxkzPMEu68sor3eD29ttvn1o1/+SvLLPviHt9okfXsfGwkwaoXrHFsgdP2MTAUctrfMaG13xuapu5PAE4BpCkqmH//v1n2adyTqak9Pvf/75rFt28AAAFjEaPDvYVWqEYKUUDoLwPYykeg5Qqii1btjg201NPPTXVZrxjh9mMizqg9i9+8QtrknlUOuKFjitc6et6mSFh1iM/dNfsqK79faoQOCpzoBLpd5eF+lViPC6mqO6x+vyrBGRSScFnjf4mz2NBy6JQ2AEpQaUBkjiA6ACUEYh1+hlQucFywMu+yGFMXyHBK4CsN7o32uVFDc6wie9hl9iprZrEBBwdXEATQ8remWDknKkigZXKbwUgjklINEDLxQztVhn8y501Zg6DiwCfDgDVT+tsbuTArVfLsnoTnLl/O8gAppfv99bZTWLUYlwGozZjkul1hf7hisU/KzUJXiTTr3yBo2/1bHQgPouWcjz44INuYotz4JqSbNx///324x//eNrqHw3UGX/xIhljvsAXAEY8z2PHCAC0aI+eTwSTeefTht/WZ8BnILkMeAA0uTz5tXwGfAYuoQzQuaF0MF45C0wIGB/UJfEYmACQHtgiIQ0GcJxlYEB5fKrBYKJerq7oPjkTBzdUiAwecLSFwYjmU6b2jzN9g/TiCFfap0cYFpTLD0rnk62GBNTCUOXYKME7OZw6I5X2CUDGdTI6uF5MkBINKsd1PCekebqza4v1i/WxEEHpO663ORq09gn85FwJHvt0rmXZw1YjcLQy1C0TiDIZBDTZpoJTjuXTqcFZ/4TYFGJMrBZoHAAbsEHTFb/5zW88AJquZPp2LrkMoMH8d3/3d1MgHQkAaLv33nuTygWsRZiHb7/99rQ2ZtoYYAa2PpMqyJpEu247iRNdLxpHKpzG4UztJFqGCQYD51Boepc7u++AZYgFGs4qE/gZ0aGD1dorTbryAumljmiSp2e/ISd5vsG+AUExbYINSgDKAjwGA28MRjACgT0FABoc73vvvWcvvPDCtEMAkOazevrpp6eAUVi5sLY+9rFIaSlsLT43mKbsJzYAP6+9VpIlAg84BrZPV1AW/njbjbZeE1+bpO+6ubDBigQOHRlc4aoDYHzi8g6QxIQYVQFdclvnHovGJ7raQ6q0qJQswuSInKJ1D2Vdyr8BPE+NVliTK483J00DK5N7EsDeWaAvcjbcr2GbxjM0mu18KRF/uavUsUfpG3A/H9Q9bKEDwLNAIGezyu4xmVomMDY3S+7urqw9Uo4NLFckwPj6ssNgcgoYtGSNv7MRFHMPTFwYqZqzR7L4n+Uq5/sG1qi/0qFJ3BZVAkVK3ckvpfGA6/R9KO+mb7g+v9mYFG7V9WyuEzaLISv0wWH1zyW4X3A9iXfNiddeoAMdb1nw3vbt2+2NN95w10T0qonRw0/Y+KmdTpamOWN90k7vQZuxjxwH110fPgM+A/Ofgem9sfnfn9+Dz4DPgM/AksgAbCPKFRmcRcegBiAMmChLp8PvwNAzK6ADCmgJ2EjHP6xBUapRHupzA6wRMVJom/2MqDSTQRX/Amtm6v1MDcIwaqDDC9gK8Mn6rMdgrl8DODrEWRqo0BGG+TLXAChE4+y2sj22Vq64nGcwuKnX/reLYfmzlludBudc95HsdlVi4DIAZQAQgJ/BtmTHyRIIpF6V32Fd/cUOsF0uY4bTcqxlkEoMaQCJjAAl9BsEkKYTAIVNAIiRTFlVcNz+0WfAZyCSAQC0QB8zyEm8skDWiQUV0fr8yU9+4gakwbbJPh6QJhzmcjDd0IMEaArpOlIYGrEmmeBQbhx7vUm2bRhDMFE/+9nPTt9EJnVc00PZ2pdKiIMyfa4fE4X5FhLTy1T2ms5ARqG+vt6Vpj/xxBPuWkXOYaZSil5TUzNNSoBjgtkUra2HbAHrA1h+8YtfdCZLXPeQIIgtUYVF+vu///u2c+dOw9Ueli/74PrIBOPfyj2d53/0R3/kjKnSea60dWSoxv21jpY5/Uphsu7egeQBgOK4KiT4fvF5R3QtzTpVxg3b7vTIMnevqFT5elVurwOcAEJPDq+w9/vWTU1+ArY2axINvc4q3WvQjY2AoGI5CjDlecdoyTlM0lTO1bFQU2CPptJ2MutyDsE5cR+lFHt4PCNyLxa+yaRvr2QF6P/AdMWFPqR+QnbmpPoe3K0jIGiG+ij0ZFj/5Y4tyez6kl0HyZ6ri4/pO9TnvpsA6FmScqBvyWdBOTfMdTILA5d+GplGhxUzKqQclmJQQZPshFe88+NaFVxL4y2Pfa+oaGY9fAzzaI/rFte+E7tetNL2/2xlpr6wcg6loH7yNVu/utx+3HiHdY/P3F7s/oPXsO/vuusum+14gvX9o8+Az8DcMzD3EfHc9+m39BnwGfAZWPQZoMSPQR4Ml+g4pU5loAPKICBfjAcGToCPsENxgqcMCdMCStVSDcA5ytjp5I7LzTVDHVuYJRoKS+he3V5XpinWigBSgM8CsZMAAzJ1LACvgJO5k6M2Kq1QQFFK79ASbRirdMeU6vFwXhgaXFF4VGBii9snzINxetrqenPOAIlfWPG6/ReVnQdyAKnuJ9n1B8Zy3EB0Oqfk7NZnhllTOqno9jFQCMDPYE1YNJwCum85GrCNaHCRrkALNFrbMF3t+nZ8Bi72DMQrqd67d69dcYVKmgXUnT592qUAvTWYirAaKTFnouqRRx6ZE/hJgwBMb6p09EpNHqHXyDWBa3HLYLmhwwfodT5B+TjX6Wgwd7xgtU1k5VvmaLdVqRS9o7PTJsUWLVW5Z+ZIi02ECmy8aM357DbutgCV3NcAWgnASzTuCHJMWTxA5rJlEWZ8sB7LYX3ChnIapryhYL1g3cg70/+lzeuvv97p4x04cMABoZTUB0H7HEMqoEWwbbKPaIIu0+TiSjHp1orhCVMREHRIJcZ93KujdBMB55hkxFW7WffwOk36ocEJ6NQxUixAtfoc/ej9ap/vDfrgddKhDsreqRDBlOkjlawv5cAcCtkfwDWc3AE6HSAX0qSrnsOcZXKY4B7cOlZqqwukw6jvPCCovtjufstSGKCnNKkwkZGlCo1GmTmVWu94odvW/xPJAHqxd5R/5LRUe0YKnGQPOc7X79J1vZRHwE+C1/QXs9Q3jPQBx9QHjfy23QpL6B8mYZDEiL5Opnr4XFu4niQbAJuJgrZ+9KMfTU0AtTadsPvqnpYpXpfrC/OZEIXq86/WdeIPVr5g/+Hkg3OaLAskRxIdi3/fZ8BnIH0Z8ABo+nLpW/IZ8Bm4yDJAiSDlezBBiauLj4hF0uAGUcy4w66k47lCJgqAjQBtGCcApsEqPDKYur4kpXIdGoxFnFZV3qR22Ve22CqRrm6kZK9bGpaU9OEKD5OFYQU6nxREwV6hU8wAhfI7BiaUeAYle5xLsgHLdFVuu9OYoswecBYGbMSBlNdiqoqlWin2y1ViK7zZsynZpue0Xuc4gyUYOmFnRAXbNYhcMUMBiAcEXBwaXHnGkfbcksRgfQa0rB8MKYL3z/cxGhw437b89j4Dl1IG4pUjAow9/PDDcdMAs5LfG+ukMuiN1xiO3i93bXOMK64vsOYph09HKSnH1ymAE4OOIIZWPWA5TS9adt8hwXBtVlUZWZYZbrPM8WEbK1prwyvvD1ZP62NsZUPQODkMQOjgswCMALwlzxiSBKXxwTYzPbLdu+++61ikAcDZpxL/6Ljhhhucw3N9fb19+OGH0YvS9hzDu9d7Ntu28ZNianarjLvbGQcC6jVIxiX6PgI4ykQebE/um/zNFmy/s3uz0+usVtuYD44JHGkX8xOtaTSnl3K0C/jlfkm/BA10+j5ZuvfDOqTfwW8E0Je+CiBn13ixDfVn29oCGTRaWO+cCT0ZGQ+pnQH7g9oX1I+I8KrDMvo5IsPID3rrbffA2mDtS/JxU8FJ+1L1m5qc7XN5WyFmOkZIsGrdpLYmufWzcgAcrwknmaTvGxPlaNFS4bLUgomXz3zmM+cFfnLOJ06cSOnUMX+LF8ip/PKXv5wCP1nnnoo9VhHqcYSHHlVZRWqyqCqa0O9iWFJLPXbbsr32Uuf2eE0mfA+DJ+RHfN8xYYr8Ap+BtGbAA6BpTadvzGfAZ+BiygADP0oGAUAfrHxbZeANTvwfdkhktl2am5qF75K2JCBjrwwCGOg0Cfz8qH/tnAfOr3VvcYNwSjJhozBIK9VAQTRPdWyzZLJU7PS3OIZhsUQzxa7AwANwcmwyxwGD6HVRAs/xHFIZ4Lu90ihSW6lGjUwhKgXwEgxiRtUJJwB+3Sy93hxXiT4ALeWjNs8AKPvGxf7Ty99yov8MwBgEkAvkAtC/eqvnMjcDT0keLK4VKl/MGpE8wRnGBG0ADMOgxdQhnaxVOrLFMhfx4TPgM5BaBgDIUh28Dg8LrNJfusKx/ARadYymq8Wz7QwNDZ19oWcTBSttYON3rfDgf7OswUYLDUQG7hNZYn6WbrSBTX9iE3nzY1gHCzQw9ph2UHFeoIfd2trqHJlTAT9pCtOl5557Lk6rkbdgyt9zzz3uxUws0oQNpLCAaz0TdPm6NwKCXlt6xFUvcO8K9DlhOMKeax4qk2xKatrQ3Gve6d3gqi5og8qQcNQEXQqHmvKqTFKuFfMU5iCTkgCvhwZr3P0t5cZiNiiXUdR1JYeUN8kGiP2JFniO7rswQSloJ3e9o/muf5AnXVDuu4CiRVkT1qP3i7P0q1I/gXWydd8FKCpWVYqbpWWBnhRI2/uq0ID0uztdP+LZjh0xR3FpvAT8/Er1TvUzBwQOKzMAnUgJTOpzFfuTvg59LyagmfCdVP+Pqh/st4YFQgO6w6Zdik7wn/zkJ53x2vl80pjfof+cbAA4bt68+ZzVuRc9+uij1tbWNm0Z+vzkG33gAPxkBZ4DOkNGQJbqJUsNAMWozvcbp6Xav/AZmNcMeAB0XtPrG/cZ8BlY6hlgUPbg5RO2pV9OrBocdY0WOFANNiTGAIHBwWOtNwghpBQsU0Y8Q06wnkEAYvSpsj9wJn+24xqVQO1xLACAPcF1cv8cs265wFK+nUfpu5ILQ5ROMdZHlMoPil3Be5kCS1tVWvaBtMoAVHGNny1UeO9KrqrP6GwyoKvUQBFwEfiTf6PjnHfVMZ/PQAtrDRp96mRShrhOHU30QCNgdKYcaPMc0PubzqvdYYxocHByeLljrOCS2jZS4krh3QA4p0+fTYkdE+skXQGDgZJcHz4DPgOpZwC2fcASTH3rxb/Fnj17nKFT9JGO1NxtE8X1lnfyMcvqP+kmlUaL6uT8/nkbL1wdvWpan3/qU59yQAFMUNzfATjjBQABk4BIwswlosvn420frRkaCxDHWz8d78HWPBlWmb+IqFcUHXfu5st1PyD6NYHWMFTp7pvcP+YSTnN7bPb77VzajrfNdp0DpeRolcLMBFOsHe9wpl5v9W50LOZ42yXzHhOMO0qOCFxtdUAnpfyU+gPyFITCYoFqMlH3YPojgKIAQ32SqdkqzXDuzUwW0ytABrQyR5UqeuGK4M+AeDCE6b84aR89Z7Jym51w4PNHA/XJHOJFtc4Dy9+fklsYE52Tfhs1LOQ2ovGunh79uzOvYSuTYb5zmF2eDlfavv5Vjo27lBKDnnB1deoVU7HniMlbstcRJvABHrlGRTMv0RB96qmn7Pjx47HNu8kNvr/xyASRiiJz65yz4QxvMGl+5513zrCGX+Qz4DOQ7gws3B063Ufu2/MZ8BnwGVigDFyWLddzgZ0B+Mlu6QB1CYyEpVmusjDK4Hm9o/S4AFA5xQqko6OKvthRgWy7xQilg5RsoCl2eKDa1kt3E/2xq4qPOu3RyPABjVANGtQYnTFKuAFIo51m+8S2eLHzCjFR65LaJYYf18ndHRYnwK4rbRODJSg1DwvYLcjKcEzTkTNIaHA2IQG0lP+fENg4X7FBbr5bZbZECR5ldpw/EgOI0KO3Su7f713nHH6jj2GvBgMFGiSsFkOGsjvYFJTwN8nN9qiYsceGzk/bL9gXpaH33z8/5arBPvyjz8DFnAFMIC7miGUTBec6VlRv/Vv/LHi5II/ozaFxTQA6P/bYY06bMy8vz5Xpl0mHNCsry+l9zhX8pG2cnIMSel5HB67zDzzwwNRb0WDo1Jvz+OS4rv2wFWF1lYhxNylQjvvIUd1X+sQWXQpRK0d2jPwwX+KeRjUDfQLuk6t1L8eI8eWu7a4vMpfzof0KydswmYsUANq4SOwwCZsjgy7YcPkCP7Mz+9XXyXP7Xy+NVdzL6ZcAzgF+hjQhywQrXQdXPaJnsBt5F6aj689oonVU1ST0P7YVn7RLDQCtzWk3TDD5/IY1kZ2jfhWmUU5jVf2dfOWapJHnTIF3kdxpclz9mcZwuZ0KL5de8Uo9Vs7lo76g28Dc/Pu//3tnfnQ+QCjXtWQD8J1JN0BT2KcEsh+8DrSmY9vqUkXVGn0WVFeNqRorOiKmarqGqEIr2UAfmdJ3z/5MNmN+PZ+B9GTAA6DpyaNvxWfAZ+AizkBhRr8rl4YRGRthlZzT8cEYqT4TvcwOlZ3lOhd2wDkGEAwaMEPYJy2wVGJMoOYBaVkSPWKefnr576wyt98NKMIqdcrWyAEGADAoekS7BfZVCOQDjNw3uMqBrm7jJP65vKjBucoXqj3HlFSnmjK+MrUHuxRDppGJsDp+lL8hto/oPopTsFA1OFLJ3fvS75qPAGS+vOiE1eZ1yYSiSMzWErfvSrF2nAOv3Hp3iuUaD2CmOOwtmZucyq105Y4wdvkc0WiFnZuOoCz0vvvuS0dTvg2fgUsyAwyAKZe+WANg8bbbbluUp8f160tf+tK8HBuOxrCbXnrpJWE3kZkzBvuYKW3adFYvmmUYRS10ICfD31INJixhZOI8H0i5cB9Eu5Z+CctWqIqjSffIuQQTv/QD+gQUA1fWyPCQ8mz2wT6piuFTpQqD9/iI0T9FKGdA/RCAIqRm3IIzB0D5ttvItajeCzOp2hBIj/s5FS+lmvSNjgKVzG/XBGhexoi7dx8aivSLotdZ6s/5rKgsom81qv5WlswsmYgGBOU9gGRUPtFAPzRY67RlAZjDYt2GtT6T7WRxqQZg5A9/+EP74he/6CZO5nIeMDpnCiZ1uP5wvwnY6UHVAcDnK6+8MtPm9rp0fjfmNzpSAr+LIQHVRL76lfSHmTh5revckvp4jV5zzTUO8E1VViReW/49nwGfgdQy4AHQ1PLl1/YZ8Bm4BDNQVCZm44B0JtX5RJMzOgAH6ZxGtMMQ+58QK7TXcvPkxC4QsUsOntUaNAzm5znG4lzL6g4N1dp7fevtGjtipdmDGtycKYnSvgEgMWxYI4BwUAyQE8NVtquvPunOMKAgDMkyDXaOq/wvKO/BOAJjAsrZcLscmMiX2L4MELRGNp1ynS1sSsDPv2u8XXqoiW8pdA7RKYOZQlkcbFXMJ4JBW3ROY5/XiaFDeV9buHhK0wzGCIyX1XL1XaH8MnhA9yxeMCg4LSde/tIVsJcAPdHRu/rqqx1bKl1t+3Z8Bi61DHzwwQc2Pi6G00UWSKh8/vOft/Ly8jmXkS/1lNx00022bds2e++995xeK8zTWKYWjKv2dmlI+0gpA0yAAjIGDuzRG6Mdzr29UJqbkticU9C3gRkLOInTNROklKsDiNIP4P4NEEpfB7AUNJN+wajuz9x3AT/ZNogAngvecYCdXgCK8h4gH+tE97OY+MVgkcoP2qK/0ynDsp833ygpg5kBr2C/S+GxXeaXnDe5gCs7cka2KKI5H8kIvNqD/TX2Ss82N5G7FM4rlWPkHvDCCy/MGQBloilewLTkGsQkFIz2P//zP59ajRJ04v333596L9GTY5JeQkf4ptL9rjoqNxSRdUAHfwDwUxPxp0ciDFwY7YEkEux/dJd7enrcI9c/Jod8+Az4DFyYDCQerV6Y4/F79RnwGfAZWHQZmCjbYiMNbziQsz2KLSLJeQ0uRsVIhEEybnV5rW7GPlvl5AwS6NwDzgEkYhRAqXzLSPmcz++3XVc49sNVxccFgkZK9gAmMWGiEB62I6xGyqCYnWbQgHEB7qwtI2VuWzfgiDkCjBMYXDBgCsDPYJVhsThgk1DOf2iwRCVa/VYll1sGNrBSD4iJ8VLHNpXgJ9ZLY9CEiUKVcsGAjdzAUkVH7D1plLbq2GYKBlZojJ1Wmdf0yHAljGh6sk4iAHT6Nuf/is70V7/6VacbVVNTc/4N+hZ8Bi7hDBw4cMB27tx5UWaAAe8PfvADV2J55ZVXXpTnmMxJwbq64447Eq7a1NSUcJlfkDgDVJYAUqL9CTAYHbAHmShMRv87ervo57BjqWhh4hKQNSIhE7nX08dgAnRI73eOFuneHnbgJ9vTz0C3EnYnrFAHfAbop5Y71ifrCfGknJvX6KczvUx/pWk4cq//7PI3nDRPQWhEBj/An2pXgG+t7vnfqH3Z/ur0x1WxMnP/QU0uiYCl26VJ3IKsduVyRHnP0eeXrb7WmPpzAn51FvTjnu+6Zqqfxue+UlVGZWdYud0q0ca8K7YftyQScOYgmQgZGBgw+lmpxpo1a5ysxu9+9zvr6uoytEW/8IUvOK1P2J/EhBzbASd5JND6BHjt64voALs3Z/jnGRl0Nakvekv5/jN5N6fN/2rnVsk2rHVbAnByvQtY7sHjDM36RT4DPgMLmAEPgC5gsv2ufAZ8BpZmBgbrHrLhfc9ayegJB+INqYOO62aBwM8eGe9QjrRN5VnoZdL1p5PuhOr1jDL4EgGMozlZKh/rcmVKdFoZTABYphoHVNrOX2wAumImABCKsQMGQQCuDBZwBkUns0HaUO/0bDhnv3SWOWa4G3FDA5gWsS1fkKYozFP2g6NuMkGbmCjU57eo/Uk3UIITggsszE7A0Jc7LxdzNf7MPfsIOvOMn3Qo0yLCHGEv05m501ZK84t169ZNE81Pc/O+OZ+BSyIDDDh/+9vf2u7duy/a8w1Yrc8884xjIAWD8Iv2hOd4Ynv37p3jlot3s+tL9tsNZYd1rxt2oN6+/lp7uuO6tB4wcjW9ufmGiVOzTA/PQI3qd4wJnBlSlUWFk7SZ604B3ADmYH8ul865LBZtUpOf2XJ7595NJQegG/d27usAoSslA1SgidcJLSdc30I3b2QO3D1c/7CIpdnSBuX9CYGbkR5IhrXrnN7o3mTLQr2axD2ufpbAQBkrYfQTiQnlNKx+1YDdX/me/bDx7jPvL/2HX7XtsK/VvKrzG9TnFzE4onc2LpC7V/q0j7TcMtXXYdL3Wum2IxEU6XsiO5Brrfll9k7vhqT7aIsxaydOnLCtW7fO6dCYaNq4caOT1KC8nLL46Osu4Ofdd9/ttD6Hh4ed3mcizc9EB/BB/zrjL14A3H7/+9+fts946/n3fAZ8Bi5cBoK7yYU7Ar9nnwGfAZ+BRZ6BifwqK7j339nAzn9hob6jlpczbtk5YkMUrbDdR0My01nmGI6uPEvdeADHSFdfHXyxRBH5BwS9ofSg3FTbBNWpdEzaoadUAr5PZkewOM43gsEBQONlBaedKVPbSLHKpKRRqsEQg5dsVyqXJ2OktdN2B5MTluoKGSmgVzoigDcIGJucS8R9Pk9AZbAkucdqsUXRIOOco0vQYXmokE6l7b0OCN07sCZhgwyqcOcF0I3Wa6NNyvbR8+yUNuh8Bh3ptWvXWmlpqXNFns99+bZ9Bi7mDMC8QW/tzTffnLPrO8z6dbrWBXqEXCOODNY4E5vFmDvOGcAXcyEf0zPQ29ub0HRk+ppL59Ufr3ra6vNadM+FBQnIl6EJ0A67UoDevz3+KRu2xBN+qZwlRoDojKNBjhwMUjiUppdko+VdrL5Jtbu3p9JmsC7315V5na68HU1KjHkKxURE77BHJfAD+sN8h8leJGgA37iP1+R22crMdieTw3kHZe3OuAewU+vTNuZYE3pN/wKzph4BqR1iQD7fcbV1jMkZu3yXq0wZEzM06N9Ejo0J2Fz99ocd2Boc78XweFgVNQ833WEPLH/HKgQAIx0Es5fy+CfarrOTwxHTRgDu61VVs1bXQPJJH05pdIzEIk1+66m90n25+2yWYl4OHTo0ZwAUMz0mnAJtTyoMkCGJjuuvv95JbiC9ku7AEDMacE13+749nwGfgfPPgAdAzz+HvgWfAZ+BSyADYyUbLeu+h22i8VV74dmHbWBYBUnVN9g7LR1297IPz3RU5Wh6hogIGArHgc49/ERKxxi08x6d+TwxKCgnLxaA96bYDuliMNapQ4wjPQMTQEZiSB1oyqLW5He4gdKBgVrpS50FOWGiHtZAqVCszFUavHSqM+2O0ZWWD7u2DgpcmEtQmgV7BAZqbHTrvVUaYGG0NFMwyKPMa3Vum2PUukGeBgaU5dEGWqK94+e2P1ObqS779Kc/bZs3Jydun2rbfn2fgUslA7C9Hn/8cTuwf59zqa4p7BTIMRope9U166R+y7DYZwpcry8vPOEmdZjcYbA/lJvjtJaR1GhMo9bvTMeR6jIMPtCEo0zTx9kMAFhcTPHFFTtdBQZmPmgDAuBhEoRsTKXuzd9d87z9h5OfSsspcx//nUz+uNcv1wQmUjbcu/kdcd/crwnWuQTtXCd2YbXuu1RroENJKT2g56DOJcL2LHSSP2U5A05rFHDuyGCVJG1utd+r+a0DQmEvhvQDpTdECTtAKtvym5/Ua9zkI5PF6Ilnu35KhXKE27aTy9HSMYGoscE1gncpD7/Y4shQjft+wIBdhra5ZI26ZXwUHatlflUjpi15hIVLpQ/9IiaDAcTpa8LEPTks/folGICWAJipGgT19/fb008/PU1P+tixY+dkAOAzHeDngw8+6KoYKNkncnNz7dprrz1nf7FvdHZ2OoYqTFV0on34DPgMLGwGPAC6sPn2e/MZ8BlYyhkQutmavdlebq13Z5E10G05OTluuI5E/YSAxIyJcWdKwAqRsjA9onGlEQCGAQzORwVIMrNf40C9dleydFid3vONXA1aGKxQoh6An0GbgJyD0pRCE7REpXHto2cBUNY5LIATza7RyUaxVYcE0A47fa8T6kDv6V9zXtqlDH7ixdlhzdln8daDnXpC5kyVKvXi2Pmjs09ZfkN4ue3qr4u3Wdreg7Xlwc+0pdM3tEgzAEORv4qKinmTeKDc/eD+vXZ96WE3oQGrG5kQromrxWKDPfZ2HJmOIGVlmjTaWnjSamX41houOcNum3Su0YACXIdhiSdjrha0uVCPDJIffvhhu+GGG+zmm282XI8ZCKMPN1+DYAABmLaUfTI4v+yyy2zFigiLbKHOe7b9oNd3MQUszxyBn6OOuXhGd1A3wfFJ+gZiVQqYWhHqtNax9AAfyNFgvsKEIKAhjEx+A1R/zC0m7ZqSoxEQVwBjp0qvaZO2YbQC6AagW54c39EJp1/D5ANSNoMjefYfT9xv3179gq3Vb5q+TlhaoT1jeY4Vyv2b3hHO5fSZ6JOwDoZNRWJ1NmqyFrkgtuH3DLg3FFN5gr4p/YpB9QMu1ugUC5a/eHF7+W7bUnhaOYiwi8lVt4yhmtUnQpKgVBPrXFuXKgAK+Ll//34nGxLv/BO9B9M+kB0J1tmwYUPw1D02Nzc7kHTamym8oD/PRB76oldccYXV1dXZO++8Y6OjowazNBnt0p/97Gfu2v/666+7cnnGET58BnwGFi4DHgBduFz7PfkM+AxcBBlATwjXb2ao6Vjt2rXLdTqHxGQozh4VABrhM0ROVYxQuunqLMEDBchjoE8woADAo8SMQX86AFDKzQLH1sj+p/+rfpsbNMDAODcyVL622mmGYXKEsyxGRYi9c25zjW4ZNKF3CssT0NLVaZ1pjPJVlrFOooDhda3AklqVD8L2AGbm+MkfOftonsFPjuuaa65JdHj+fZ+BiyIDmPX89V//tY2MjDiX3LvuuispJksqJ0+p829+8xvbpIF7fV6zMy7DtI3JGq43MNhC+RO6TuTbbk26xAvKfGHOI3nB9TQSGY5hjsQHy2BAUfq7WAPALxr0QwcVABSXYsBRXIrPN1pbW52bcmNjo4XDaFNH4pVXXnGlpQCwy5dfeHbYePdxW5V5zLIKZEKizx2TQK7tizWyBMnV6p4NwIT5UJfAwWbdI4O7fmVI986MEXefDe71wbkA9sGdpER9e/FJe6ErPQBopH30N4vdX7C/uT4iS1Od0+kASTREOR8qVfoFYHLvBZCEachvF2ZrhHlY7hiiwT6HLN/+a8Mn7IvVr8scskXbDztNUliwBOZJfM7cz3kMWLJYOeJavypT7MWhCnctqMjsVRXJsH7vgESZToeUqhJAv0NzrExxBzGHf6qszW5fvs90lbRft12dNimDZA6F/tJlYr/fJWmAagHEgMZ87ybVsePaVyijSCDjJv2GmHyP18tLZj+LZZ2jR4+mDIDi6H777bc7Uz0mrplcuvXWW6dOqaWlxf7+7/9+6nWqT5BBQmMUx/jrrrvObc4+0RRNJYJrMo+xgG0q7fh1fQZ8BuaWAQ+Azi1vfiufAZ+BSzgDn/zkJ52rL7PUR44cccDhTeH9MkjqdR1PUT5V+gbzU911/UNndNK9jnT+g9RRqsYAIk+On1j9bC1scDpeGPu0aXCxSyDASAosDsrhesYLrcY6nQkB5WVBoBmFUD6gK+yNRNGnUvK+wcTLE22X6P1mdcZbRss1ABoSMNHlHOsZRMECKRBjFYbC8aHEA/Er5WS/Lq9Jxz4i1mqxM0iAJcL2dXmtTlc0Whc00XHM9X06uYASSyXoTHv9qaXyaS2e44SNCPhJwGR57rnnHLslXcwUGDOPPfaYhYcGbE1Fmy1T2SwAR6B/PCwQtFHOz8h0wATdP7Byall0lgBCYIp16FoQGwPSCS7LHnRMtdhli/01TFDAycOHD9tNN91kdXV1c2bhMjjn84s3sOZz2LNnj+3bt8++8pWvuP1ciNxkTIxY7ulnre/oK3ajzIK458HabZcG5Pu96xallisA1A5nOtMrV26BnJrbBITnHvdu7/oUJgrhLi7e4DeEiRHswlvK9jnNzwwHtmXqM8q2jnChHc+oimvGGH1WKmC2nzXfbDeXHRRw1+g0xotUXQJwR58IFieAKOAnfZdcsUlhgwOKUi5fmj0kNvh6uW0fsMLMIWcKROYA9gA/G0cq7EnpYi5EiFdp//iyJwzGa2Qa2SR9tMfawkX2r49/Zd4PoUol7ddK83Nz4akz4CefzpkJbT1RN1N/405igeenxMiNJzs07weaxh20tbXZ0JCgdDmqpxIAntGgZ/S2b7/9tmsz+r1UntMuICiTVecTaJIyCYbRU6rndz779dv6DPgMRDLgAVD/TfAZ8BnwGZhjBtAn+uxnP2uUsYyVSt8z3CqgUyCnRkZZIrFEGJmwPemymwYSEYAh2B2MRrdM63+j5hVnksDAisEBrKhrNNh6rv0aO35G+D7YbqZHGBHLQn2uvB5TgaHxbMfYWCYGZqtcYo+IGRWADjO1k65l8BDe1YAWHVRYC+U6DjrosEs5r/f61id0gGfAWatyQRghJwWSBpyGTpXvcw4wxtZL8H++AFA6uffee6+ON/L5pSsn89EOYPzPf/5zQ+/qnnvucaVY87Ef3+bFmYF169a50r1Ay2zVqlVpYSIG2YKRiNMujtiAKxiqxF6HkOkAYKEkFqCT61dssA16yYAnsdsDpjg22RmWfey2S+E1jM1HH33Uad+hF0rJeiqBrh0GILMFpaJUL6BHSnn8Qkdu43OW07rTsnqk9afPi8+NEmuu+YBgr3RtTQFQnP+jzxHwdZ0AqLr8VnesvdLC5K5AZQPfVZ5Tht4+VuaOOyeT8xhTxcfZYRbsRm4lmCTu6qub/4M+jz0U6/jXF7Q4gDJy/wNumxAQqd9vQVgAW1dSrUv9XHnZ6v6uKjpqH69837G00UfFHMmxGOUEn0ufSSA4yp4YKsEIL54cdhMhDzfebvdVfugkcABHMZA8KB3zx1uvU0bP30BythPJE8/zn2981DF3XS5IhT5HAPDKnD77vzf8yP7p4d+brZk5L+d7xETwKrHfS9QXwlRrVH1K/nM502tkj0J6xMQSsLhTVTWnxN5dygFb88c//rF9+9vfTtukbvS1jsm9YNIvUZ5qamqcWRKTgtu3b3fgZ6J1U3l/9erVxp8PnwGfgQuTgbN35guzf79XnwGfAZ+BJZ0BZoP5KzzYbZNHym2gr8cxGBimM1AfGIsAkMWhsGMxBidLR746t0fl3wV2WWGTLZe+JQM/3E0prYOtuTq33e5f/q5cQW8Xa/NcMCBoK/qxSaVpaGIyqGQwCZuD55giHVXJ+KHB2ujVF+Q5Ol2vaUBLBx6dMs4d0yLK68IzMFw5fpijuKDyCCgcaJsyAF2uwcdsBkpzOUE6yTt27DDKgJcC+Mk5ovNHyRixd680FqVF5cNnINkMoFvGQBNDGgaFsJ7T+d1Hi5IA6IL/BeMvXrAUV2P+4kXbSImuhfkOeMDYLZgUYbtluh60jpSJPR9fNy9ee4v1PSY0fv3rXzuZlWQ/B1ikbJNsoMeKlAuf9cqVK52eNcB3svtLdj+x62UOCVjr3GVZw812fGCZNAsj340+PleVX2Pgsr6gWTIIa2M3vWCv1+a3OQbjqMDLFn3HguB+jZFflSb3kLKhNPzD/nq7qXSf7uf6pgs4HRfDke97SEAfE56nwpXWJqB0sQaSNGtkTsaEAr/SMVe4AtCo8n0BfxlC/raphP9nramdwQpNWMLyRBYIwI5+Ds+Z8M2VtqjjM2YoV2o/lDnoJkk2Sy7jl23X239quF8ApDRUNUE8KKmEhYx/VPeUAz/ZJwxqF+5Bxy5Eu1DHdN+yt+zXnfNzz62WJBHSHsPj0piXjizoK1Ax+YP1ySuAUJc//Tsi0HlXX/008N0d8xL8p7293VVZYRaUjrjtttuczjXXVyaKf/rTn1ow6Rev/Y997GNWW1vrqiLQUPbhM+AzcHFkwAOgF8fn6M/CZ8Bn4AJnYCJULC2mHMvOL7VTmL1HReGkyr3VSaYDDwgICBBx78w3ysSK1NnHXKBZph5oXBGYCcCEqAj12A1injzfeZV7P5l/0L9jkIYWHqzTEbFQ0ClDHP9CBWAw5e7JivLTqa+Xoz3nANsL8xOAXPQBEfpnADVfASAA+LmUoqjorEvs+ZZnLaXz9seavgzwHaL8ej6C0m6C61qvZDqqM7rPkemA+QkzrFe/8Yhe8LlH0iB36zUyO8rLbHaP6EZyrShRuSyTSae0vG209NwNl+A7aKZ2dwv8KC9P6ugp74xX9j7TxjCbXnvttalVYDx9/etfTyv7d6rxM09Cgw2WOdJpY7lVNjq4X0Y53e4az7W9Tdqua/Pbnft17HYX8jWGMjA9kZCZHhlOw5plgFQAoL9ovckBuRvymwTkjVlOloBE4VOYIvHd/JuGe6c3scheZUivRzUWDtyDpQnTkIJrwD5gNsDcPP1WV0qq4nSSLuMFyk+eJnVhxGLORH8IwI7JEIBWp5Wu50wb0weSiJDYjBkODN9edMLe7Nnk2J4LDX7y0QDIJ4oAEL1FZf7zBYDy3UL2Y0BgOwIBhAOR9S+APH1H+pSRT0fl77oGIstwscQTTzxh3/nOdwxNz/ON4uJie+ihh6aaQcf/ww8/nHod/QSGKOBnYCAXvcw/9xnwGVjaGfAA6NL+/PzR+wz4DCySDIwuv9kmTvzC8saOqaOf42brOTSYSUVif8JuQZepUxpnmerwt2oQwGvKwvMlXo9+HWtHR89ohOWI/lOqgTbZhWB7JnOclK5TTgjrlZLAdjG23u7dMM1pflvRSVslBiwALmVylA1SIglwDCAK2EF5/0wGSskcS+w6dXV1Sw785ByuuuoqQ4wfAxVfWhX7qfrXFzIDsHjee++9qUM4oPLV0izkLbrE5lSBqZjdlLxiLANT/dDgSuCWqfWjnwCVvKVrRVhASo2MWmDK8x5s0JOS1PgogXlSdBtL6TnmVMkCoA0NDed9ak1NTfb88887U6aKigrjepisKVNm72ErOPGojXfss/DwkOVUbLDB2vttsvrG6SWsE2MiE+qvVUYiJc2aAoyw//gc+S5Q7RBhtJ336aStgYCpCAAYG4B4lCVHs5r/6vR9dnXxQTFBD8kccVj9gWzb3bdaxkdXx26+6F7X5nc6oBPQlt8h9+gzEKhjZgNT0lNZqb5LsgBovu7bObpvY5wEmMdvP9fd22Ewqn3tBDARZiN7o+oD8LVE14S1MlHa1bc2oVTOfCcQ66rZIidL3+d5ikAiIluJol+HjAifTJbyGWHL6xMRGzRHk0eApB9KXiHR9XOeDnFem2WSBmmPO++8M637YXIJLeREgUlcdMl8ovX8+z4DPgNLLwMeAF16n5k/Yp8Bn4FFmIGx4nU2Un23ZZx60lbknbJBERwYGDGwR7C/IbzC/q7xNrFBpFolQA/3c9gQ1RVdbnBBBzY2XCdWbwOYLsXYVHDatgrIxLAIpgLszx6Vvt9ZtltaoBGdL85rrcyM1svd9MWO7fbRQL0b9NRL27NUeleNAjZg38BywAWWcrMKlUkCfBwSkIKmaToDzc+lGug4+vAZWGwZwJQnYEpxbI2a+Pmwf8wx05G5gA2GY/YJAZj7B1ZJGqNyxlNANuOtno1O4gPQlOtk52i0K/yMmy+pheh0AkImE6myPxO1CdgQBIZqVVVVxrUFDbxEYGxO66s28daf29jgaQGaI1aoT2WkZ4+NHPiNvT9ylV3+xf/HTdDQ7nhupYW691rm8CkBDGIB6t4HxJQtIDRb98c83TNhIS6mwFBmSKaC3MtiDbj4DnI/jzWdeb9vo/G31KJNWuHol+tnpUoL+J/8B+SmPo1ew9ikb9M+cq4RWaJzpQ/Eb5y+z7GhFU7qp1al3bC+ATm5PtAm7vDI3GCIxfosWy5zSbTRYY9fiACizRbADSAcL8hNWFJH8xWAxjDdV6oahkoevoNF6v9EQFD9VvSMCYNh5e7oYLUkkOrn61AuWLtoSKc7kAqaSQPUmxOlO+O+PZ+BxZMBD4Auns/CH4nPgM/AEs/AwKY/MQsV2Ojhx22IwZ2GDDA/T4eX29NtV2tYKNF1yC5RQeeWDn+hWKIDI9M7+Lidj6pTO18mP1GHkfanH694z7YXnnADmJCYCQyocHPPD426DjsmKAygGFAV6zzRB7tTrqqnBY5glFQst9hOsTxxpWcDXsP+hCOSIzC0XaWEaK2lMzcrVqww/nz4DPgMpC8DR44cOaexY0NVbjBfJRAkT0wwGHLIdgAyJRuYJMUzSkp2+6WwHjqdzc3N7rpECeiWLVscIBnv2GGAd3R0xFs05/cAVTFm4g+dYbSFr7zyymlA6GBng42++q+sbLzBsfLbxgSgaY/FAmkqBV5dlfGhPffIv7NrPv4HBqO1KtRhxX0NDkiD2Y+cCevDoIQliDnghsJme7Hryjkfd7o3PCETvnoxEdeoPJ9jRYcWriIa1ACCbarsoPz9Ygjc1dHorsjqEyg9MaW7zbnB3uT8B/5/9t47SK7rPPt8J/XkHDABaZATCRIkAGaRYpREiVSwZNoi5ZWDvOuvtK6t/WPLf2z5j92trd2t73OQXWV/sixbWZZMJVIMkpgzQBAkEYkcBjOYnEP3zOzzOz23p6fREzGDSeclG919w7nnvren+9znPO/zCJA71Vc15dNF3qAlUuDAzGJNejTqb71ZlR9UwGzJq3OGUYHGNyAoTGCYj+k6WggzKckHzFfU9RVLbqM5xlKN70egl/ta+5b4xbP6ukPg+xl9XzL+KdPEcbPGTSmhYVcdAzuX8vdOMUNPSN/9h/W3KWNAoksrmIiZ7YDhPlFUVs7u5PpEx/LrfAZ8Bq5tBjwAem3z7Y/mM+AzsJQzIPOc7o1ftXD1I/a7H/4/1tvV5kw5AOviA20htIi4Wf1ApV03y+19dVqj0w2DRULpF2XzsB0BSHFRX8hBKRt6pZSmU6K1MrPRrs87Ix23busIZ1lPOFNaaIMO5ORmhjI3GCEBewsm7IAAUXQ+byw4JRC0zDFFYHoxuEfTKk+sh1zdUKOjCiMUpsNU9USnmjv0oHz4DPgMzG4GxjOZQAvwjNhgPibOABICPIjXX3/d0Om84447rnCIX79+vZ0+fXrixq5iLcYhHP+NN95wbM5t27YZjzO//r9sb+iyDaSmS2d6VIs4ps8quYPawQNydI7ectxfcsA2lKh8V7+XsP5gBQLZANwMCBDNFAu0NL1zxj1lsgy3dscsVJutMvUBcIdVONOAffhu53q3e6nMtijhpr8wP/kMvytZBgC7pRK/bLzZHqt8Vdci7CR6YD8CthH9mqx4qmlX9M00/j3UtcoK0npkFtWi3/M+x/bEpDEor6fSBYCVcURopHKGCc++4Qyn/T2NQ83qpv/13Cftv27+nsyZYCUjCRBlgwZl+10Ci59ruWlWj5nYGNIefL7WyRwsN7XP2gbzpKHcp2XpBjh/pAfmfHnibkvmPUajsx2bN2+2r3zlK85pfmhoLOOc0ne+23z4DPgMLM0MeAB0aV5Xf1Y+Az4D85iBjNxSK7/xS/bMM88k7QU3ko8//rgdPXrUXnrpJfu1biYeltt7WUabgMQuN8CGBQH4+bLc0y8NLFRmybBtVOn6xpw6x9DkBgYWxzrdfMLyaEWnc4TRNSAGByBndkZYAO+QK2FnQM/NT8ZwxAGduOaW6fyPazAPQAoADHNE916OSQubFkMAbkJa4260kyZ5Bgt9CfkMkuZ38RmYJANouPmYvQyg0/kf//Efxg38gw8+aIEBWlnZxNIBs9UDypVhcgKE8ni4rN4ysyJOfzDxGD2SLSkXmAlTMgjKmYE7BzS5RYVDoPcJDMqElxS03YRZsP10nqszm6W9ecpNyCGTQuVBt36DVsuw552OjVdVMYCxzIutOxy4WqgJOSCTVkkvAIAOCKRb7JGhyUn0uclbq9iaP7+82x4sO+iANti5Q0MCfAUEP910k+3rmEFpv0Am93svgBNgs19tUQFCqTu/8eh+EhwrV6XxMB6ZJDktmRv5z7t1mCltkDwOE64A5zAfzyr/c2v6k2V/dezz9r9v+IUbkwSl8Dxz3P/7zBdc3+byHyaND3evslMC8kvcuQ87FvJSZ8AHOW1tbQ1ezupzTU2NffzjH3fj8Pjfqc985jN2rb5PZ/WEfGM+Az4DU8qAB0CnlCa/kc+Az4DPwPQysHLlynF3YLaZm9hdu3bZ2bNnJcTea9+9dJftkTFQlUpCuQHgxrFdgF+FSgg/oXLydjkno511aQGV2QF+wvSkjLVTZiYAmiW62S2WRidMz8SbQhyeHZNEmYkIEMXIhBthStrZHoIJ5ZC4vLdG8p0LfJGA1DaxYgE9KZUlH6y/0Ddx+ZJ2mHb48vdpp8zv4DMwYQYooU5k1wQ7rJUkxlo5uqMLDBM+ooJXH1PPwLFjx1wVwRNPPGFZWVn21ltvTX3nWdwyCmClCKIZy6LiEBS3A0LyfR8EE3tSwnbf+T36DQiDfo0EIBwVEDArpxtMjt2Qf9pWqVyZ387zvaWOtYikCgAohjEAmFQczDQAAA93r57p7gt2P0rRr9NvOdUVsC8BIym9/l79x9x1xYixUSXrR3pmdu6fLX/drs8/637D+Uygq1mpcUNzf77aLXTLqfDgE8Q4AKCUCVVkcg7JPGqnrut6fV+slEGTRBN0DTO0RYqbKMUM7ZgmTY8IIJyr6LMi+6sTT+jfdttbckyTuRn2QvtWHW6sbNFcHT9oFxYzGspLJcrS2217flQnnnM71l2lyp4VV5wepIG5CmQ9YNV/97vf1XdV9MuICR4fPgM+A0s3AzMfBSzdnPgz8xnwGfAZuOoMAKYBcMa7H8c3Svk7JYvothGUUQWaZ7BYdonFslrgQFT3EmAwzSoyWmUSssqOarA/30HZO8xPwM8LMioaEPOTaLU8W5Pd6MwtMDiAwUlwQ+MKHVVHFwwy3QqtgR1aKG3QfjFEL+smixtUnEwBRdEGLdFNmeOO6Ea6QTdLJ3qr54TxkZ7ufxKj18T/6zMwOxkAAA1KRYMW12XV2WPVr1phareb7OGWs78iw15v22JPN+8ONvPPU8gApfGwQaurq+e0/H2irpxV6e31eafF8pQZUH+mvqsDsHPIClmmybwLcaDNu+3r7J6SD60std0x+jG3AyrFDR7Wf6/ApcNd0/+Nw0wPZmCHJuNgZrrQhwvgDgAP87xqlV9jtuVjNAMwCpHhWSngmNzDuuS3l3xSkn6gc5293LZjdIe4V4DeAJf8DSN/k0x/8tHyN9X+SWdkFNV7lWO5rjVmV7nZ/RrTVFl3SpYmTHucKRKaqlTApOi5VTq/nyzbb9XqW47GHICiUc3LHDsuE0TAdyaNGWFghNYgRuZcRpsV2rMte+byEMum7duLDttufe7yJYuATjzX9frc03a8t8aekgQD3yOMyTZt2mR33XXXnOUF5udvfvObMePSQNt1zg7qG/YZ8BmY1wz4u715Tb8/uM+Az8BSzsB8e5CxAABAAElEQVREIutdXV3u1K+//voxzB2AxZ1iYqwS+MmAvk6unwzucwQmVmW1uRsMDBea9ZjP4EYTrTWYnwH4GfQHHVNuVlgfAKDuxgV6h7s31g2QWJ/DKqmD7ZGhGyFuoHqHQwJ3oywObmRebdvmQNag3M2ZAejmdTKX6KAf033u6OiwkpKFKjcw3bPx2/sMzH8G0Du+4YYbDCd4okZMvD9e+Vv3fcbfPn/3RIY0Ae8WKEZZ6y+b9kYX+n+nlIHz588bj/kKJuWYsMtKvaQJsXbrjsDe1G+WdKwHNbnVGC5SyfTGWPcwA0T25ZHyt+Vm3SPtZ2RNooEZ1nmZBj7XfGOwaMrPuGMz6XbJ/WaO3Q35FMBYtvExNgOb3URmq9NKjXey57e7Slqnm3IuOr1tAKogmNDcoAoQjKEoS+d6s/2Jnio7Ewcw50n/dWf+GQd+AnTHs28ZH6D3uTqrxd5s36Rrk+3czRkrMOHJZ2Nrbp2+K/osLTWqu8nxAUipDNmSe0HgbK2bNGWMwITxXAOgwfn756vLwA4ZZN5ScEwmaV0CzqXxqu8MKoTKMrv0fE5AfKb9pmWn8ftBvP/++3bzzTdbRsbsS0189NFHriIr/oxWrZo7NnH8cfxrnwGfgfnJgAdA5yfv/qg+Az4DyyADOPa++uqr1tt75U1XYAxSXl5u6BBdvHjRZQRzhSIxHrvEpoi/GemRjlnzQJ5jQ1LiN98AaIZuXAArYKYmBmL8uJWGMLPQM6wSts+WoUJYCChMTzStuPkBBEHvE2T0eFe1BsKjJWVtYn+g20Zww5WMXeJWztI/DQ0NHgCdpVz6ZnwGggwUF4+ysr5Y8YYDqVjXJ8MbvgcISp8pvb2l6Jg937RTKpCj3wNuA//PnGcA8JCyZKoOcOFGaiTQcJ7s4D+7vNc+Xb5PE3eN7vpimNMRzhYgVeTYXIkGRO+JVcjv2wOlB5ysSZogr26BHsd6ouwvSuSnGzDG+I3ApEYvxgTL0Juc69+QMQddBG/S9BtcImYsv8/x4w26zmegV488AZUYFMaPOZAa2CDgtFy/7/x+k9+qlFaBmN0O7DzSHWXw7sg7LxbpgNh9aH2OveWEGVyY0We5DgAf0vFz3YNjr8xsUr96HEMYSSD2d3IKWueusf7NE/DKWOiEDBErVSnC+6UbQ5JIOmGbBQjnp/c47dw6ySG9JtZ8vPHYYjn/mwtPSG4hqhPP2Jbo1QR5byTDKjI7bZs+N6+2bbaeHrPDhw+7B9VUf/EXfzHrp5g46c14nJJ4Hz4DPgNLNwNjf42W7nn6M/MZ8BnwGbjmGcCcIjc3NykA+sEHHzgX3y1btlhNtUT+mz5wruiUneGOfrn/SoYnzBo0ujApmO8AoMXwiP7Eyg1HOsWNU5MYqpTPETkqa+TmFBYOz+d6y2xYd8jcsLhbUt0sO+bPQMW4N9zxN66wAmDX4tqOO+iKFSsM9ubzzz9vZ86cccecyT+NjY0GaO3DZ8BnYHYygNwFN7BBVAhgS9Pfe+/gKPjJOsCRtOGwZQoIvb34mP22dWewi3++BhlYn33JMer47QEMo7SYCaijArJOyYRmskAb80cNd0jTtcGVUgNo1ov5+ZHKlPnOTxaY2/zThU+4VWkqiZ4J6BnfbosmCPldKhFYN9YUZ9hNHPI71RyUxsfvuExfX5d7ym4rOq7r1eRYldkCKk/ommBMFQSsTwBIJjuDQE6A6wx770Kv5G9GgE2A86qsVk2KXrSLYuF26PPDb38UuGSqc2xwvcGpkV2slWwOYwZ+5wsEuAKOZaYMuPFBRJUig2oF5mcAYbMfTNEifV75rDGVOqSGbi066sDTANBFSueCGMWLO4bscxVvyvzpkmMwp4kpyZRwleQcmHD42eU9+rwvHl1QGL3F+hsFNA/Az+D6hCWE0a+JsewUgds6v48kdxQEupx1dXVO7iNYNhvPlZWV9tBDD9nJkyeN8fh11103G836NnwGfAYWcAZGf+UWcCd913wGfAZ8BhZrBtauXWvotCWLJ5980ooyB+zB2g5bo4E7DJwCDeh5ZIoNdbJnxRiGZVQnSRYASViXydqfy2UtYZkXhAsdWxXn2CbprHHzAuiJJhfOuIdUGolbLuVq3CTBKKJMDY1T2J+UOYW0/aAGvHVyuj/UNXnZEc6cf/Znf3bFqcGk/eIXv2j/8A//YAG7NtgoUYMwWJ74HLBwE5f79z4DPgMzywATPfX19W7nLPE6U4ZxgIbFdSUoxnJuigvjHMNndlS/13QygNwKBjhUH8ACpFSZ3581AlfQgmSi62KchudEbZ+RgQmP6cbVgp8cDy3S1dmXVZZ92Wl9dmjCDdgNB3pkWur1G1OfpDx+On1Ft3v16tXuM33ixAmLd46eTjvzve0XKl5XaTqyBQNRYFGJqslsdDqpgIad0iQHbESTtS2cq8qMqJY3/aYsnpxeloFRAH6ynInP1oFcN4FbJVMlANC6viKNV1I1tsHEJqaBw+ZO8xWDrF6B55d0bYIJ0W5pkGZpbFCcAQsYU6wo7Bn9fmBPvdL/sIwBZstCYqGqquSGgjMCT6M6oqlah5ETpdZvtG8ZV8OU1hZ67JU55obsOn0v9jqZAtjUaK+W6BqgaftQ2Xv273X3jDvRsNDOD+CaCxg/qR3fR5ZzbaPbxa8xy8ycvjna2BaSv0Ovn4cPnwGfgeWRAQ+ALo/r7M/SZ8BnYA4zwMw0Yu2wPRNj7969BgjQ338lazNNBeE3ZB+xnPYGC2WlW3NvyA0KMf0py2i3fi070wt7Aa3MYSuXAzosymTs0MTjzvV7BqncKHEDhYNsbc5lx+TAaRfn1lN9lc6wKXGQe1FsjBtLxGQYbnRlr5FInmN+fNi1Olb+NlHf0YEaL7gG27Zts3feeSe2SWFhoX35y1+2f/u3f7NAdzW2MuEFOnrc0M6FzlTCofxbn4FFnYHOzk7HmMGgIicnJ+m54P7+2muvxdZR1j6E07tAUDhd4pXF1vEC0CIsthdGaD6uTQb4XdkojcdKaXdeiit57xqkJDXkSuI358LoK1GHdIEWcMAifqd9o3N7Z1IO8A7QjMm6S9KUfrdjvd7P/Byo6PjSl77kMpCammr79u2zZ555ZgFnJHnXbik85sDPPGm0Ur4+IPAQ+Qk0GHNS+m1H/nnlcYMzIKRMHeA4nqnHbz6SFQDjiQEISoVKluRuiKNyjW+J5FtVaos0wQfE0GWMEzW84vh9Oj7jiJdbtzuWLoAm5e7X553V+04B8QNO/3NQ3wswid2/miQJrmKqJlKZTAUILNREaxrr9HAXXluhT3pf6XsO1N/fuSmxu/PwHlC5Xz0bVp+Sm0Yldmpr3gU3kdwiILpff5MEuWjS+0qNCcs1Vlwr4H8qTO3EtufjPYafXUM5Vm7R6xucE30B2GXyBTkEQPH42Llzp6v8iV/mX/sM+Az4DMwkAx4AnUnW/D4+Az4DPgMjGUCc/Ve/+pUDQL/yla+4cuz45AQA3A9+8APpGUnQKC5gQ6K5xnD+fG+x4ZjcKSOBdN1crGGdgEXYD5T15Wsgzw1pnZg458R0WQjBIPXV1m1RLTANxGEL0X9Miujj6G0KbI0Uu/XWW115EeXrxz942z46tM/qGjutqWtojAPneOeWnZ1tDIInivvuu89giSJsT2nTbbfd5q7N3Xff7a7TRPtGImLdjpRBTbSdX+czsJwzQBkizuMwrd977z37oz/6o6TpACBqbW0ds+5CX4mtz6kXQDIk1lYU1GCDUAqAybD1ywjtTena+bg2GcjV7wolx7D0EvU+e8TCYzkuzYA2ADYLPWAuAqZViqVIOT+/QZS+Xx4oHPN7NJPzuP/++8fsRtksAD+TAYsp9hQedzqdvQI+o9qsAIb6WxyMWGZaxJkXbpXB0AWNNWD+vt+1ZszpsQ9gM9UeEUlZxAdl8Kzrl+53EP/ZcKv9YdVLDqAsHDG8ApgGLL2k9n92+WZNh4RiGqO0u0WgPJ+/PFWQUM7OI6I+AnzCHXeTJfps1vUVOzYqVSbpAj75j4BBiPwG2xfoM46TfHOk0C72lbr+uY0m/Cdsv1+psnMZPQGwok3+u+Yd9m7Xxgn3mmgl8ka0h6Yq/ULz9rTY0idlHBU/VsrR+gdKDrrydsr+VwjMZ0yIYABjLOQpotunuhxSRVMmHdfFAoCSow87V1txWqcYx93WHh50YHqGjDGpGIKBzrlgehlEVlaWffKTnwze+mefAZ8Bn4GryoAHQK8qfX5nnwGfgeWegePHj7sUAJ4dOnToCgCUlWhUAhIAGqAzGQQGQdyANorxNDgkys1IUKYX0qA76n4u8wYN+etlJsGMOGyJ8TTVgv2v5TPMkPe7aic9JMDk7t27Y9ttum6P8SAAUnCJfvnll2Prk73ATGpgYMAAQscLgNYbb7zRPeK3uf76651+FEL6EwXXEB0oHz4DyyEDTLoA4jA5w2RBQcHE7EtYnT/60Y9iusaJAGeQs6NHj9oLL7wQvI09f7/+TvvL1U85s5QsmaTJ3sStQwcQRtmzMkCKwBL1cU0yQJkpjDmY+8mCCTg0HGFmLZbg95GJQh6zGYlAZ1pammHwlbh8No85F20BaHNNR42pUvS3JxVW/Xam84eoR7fK0vfLgPCUpGwiAjTjA6ZwbXauA+b6+9Jj6wEuKcu+ILYwjNsgkET47xfut0+Uv6sy+xYHKAK2H5M+7FONgJ9jQVS+BxqkH1seaRcgG3YGTA78E0MV4JCJEkrvL2oyZUATJuUZl8USZRI1AD6jxfZs67bX55t+faJ0n2QSVjhw7Vh3jVqJtuaajPunLKPVfUfBHiVPgKlFaV0CcV+2m3tO2j9ffChu66m9xLF+W+45l7OwM39DSmDQyQPlaXLhPbnZEzWhRnu8+iV3zoC+/G1G+5CifVsFfmaIIctkRciBnzBm0Wzt1/LFFMgSML4lL/kCPQskj4LOa6eAZjRbn22+YczpYFTE2M6Hz4DPgM/AbGRg7K/abLTo2/AZ8BnwGVhGGVi5cqUFIOhEemBFRUX2uc99zr75zW86picpwlyAwS03mfHBwJwyUApFT/RU61HlZsM7xG4JAhYBWqG00KpSqNGbmWCLhfMMsBIPfib2DOmAO+64w5kavf322w6oBJgBVKYcva2tze0CiDkR+JnYbuL7Bx54wFpaWiY0SuJacjyulw+fgaWegTfeeMNeffVVd5qXL1+2J554wr2+cOGCk4xA8zBeEgJgk4mIIJK55TKZ8etf/zrYZMxzW6TA/vbcJ+wr1S87ll7qsIALbQFz79mmG+2dBVGmOqbLS/oNrM4+Ma6ynDmVjIji9KVhvmWJEdg7kLko2J8TXSj0tSkThilIYPCETnUi63WiNvbv32979kQn7YLtqGo4d+5c8HZenivEEFyXXe8YlowdYLzijN6q0vNkwZiBgH8dvOYd2uIwfgESyc1xjT2SRYPAzbN9FY6VuTq7RZ8fucBrQ8roG8S0ZbxCdUh8XA4X27/V3Ru/aMLXh6UHXpTW7cZItM1EcUgjIr4rYIZ+pPMbEOi3PrshatDECgV9J2IjqpEXjLU2inke1STvcn3/II7ZSkk6nw1A3P9p1dNRlqb2pRxfX1GuH+mpw7Y554I9XPa2/app7OcgelRz5j5r1SeOQ1ei7OMC25h90YGfgMfBWA02Z3VWi3JeL7C+WGO+fHus+jWnw0q3uRZIhYTcOWBERT/CajfF5TpLwGemJpEu9Oba6d7p6+4GfZ6v51817ZbJUZXBNkb/FUbwaeneH+hcd8Uk/+233z4n3WSMiZwFDx8+Az4DyycDHgBdPtfan6nPgM/AHGQAtiHl1n19fTaRPiXAW0NDgzGQC5iOmDQwk88MODpl8cGybpWTc6Nxob8stopS0Z35Z5wDKK6t7oZAbI1TGjji2LuQ2KF0mtJzANCpBCXrn/nMZ8ZsSt5gbcKivVqHdga5q1atmhAApWyO0l0Yqz58BpZ6Bvj7CgJ2OuXt/L0h7UGgqfvoo48Gm9iRI0dirzGk+NSnPhV7zwu+45599tkxyxLftEaK7G/OfUaKoH1Wk9XswJImLfNx7TMA4HlOjCuMp2pUNs7EGww8gCCAtRaZ2pyVDvVC+12ZTqbQA70p/6Q0tNudPiX7AqJh8rS/c70qMAqn1Bxs59OnT1ttbW1s+82bNxvstPi/o9jKa/BivYDPHXlnnD44gBokuV6VnyOtc6CjdszYIehOk8YaxemdykXYlWEHy2H5wjrsFjvzeHdVsDjp84GOddYtth6gMkxJBiJdGq/gIn9aj8kC5uIqmS5hYMRrmH9I5zARQtDWa+1bBeLmOeYjk72UuLfo/aHOVYYu5prsRm2XqRJ4nXT0/xgAShuJhEGOUyEHe8BUJBK2i5HZo/EXmuXoxTLmqgo1O8kH2IYRndOwQEgCh3kAY0DIjxUfcrqoAL0A6UGsVon7Tl2LMskB5ag9JrYpc2dP/p4SJ6phsWIeiaEUBmSr9XksTutwYCuM3CwBygCzjPF02JHz0YS59FDTdJ1yJSPSq7/VegHS8eXiQX8Ww/MxjVl5TBT8fW3cOHPpgWRtM85jQoMqBcrrv/rVrybV8E+2r1/mM+AzsPgz4AHQxX8N/Rn4DPgMzGMGAAEef/zxCXtAeem3vvUtV7593XXXWXV1tQMa0MmsFVtgTXaTBtpyQ00tEhMnZOl90sjTgLleelUX9AiCG5Q9hR+5fRjEo0tFiVRZqMtyUsWQkIZSUEoV7DNfzxgSAY5s3779qrrA4Hc2wchEh/hknYP95sNnYDlkAADnww8/dKdKSe+3v/3tMad96dIlB4hu2LDB3SjifB0E7M/8/NGJG9jTgJ+UyU8lMEU62VczlU39NnOYASbO8lVRgBs8RnswPyl7ZlIOcJRy4cUamOjsEvgJWNYdCbmyac4Fth/LAJdebN0h0DdqLjPZeTIBUFtbG9uM3zkqE1588cXYsmv1AtOfbXI5r8kScC1HdkBDkEjYhyt1LSmVbtY1TGS5/q75OqupbnGsO7TF0ZRkHJEpAHVAwNt5Tbie6J34mgPqHeupEROzSjqdfQ545Pgsnyxg4+7WOAaneEBHqmBg/63TWOj9rrUxjXPYye+oDB/DJYyXAu1RtNFhDAJi5erY7I+GqekcODw90KqkwbYckwqamszmkf2ijvGwVwN9ThqIWi7pjNQuQCQBMIo80a58aYyrH/s6NjgAEoB2Z/5ZW6k2W8TArRfTk32KHbhJ2f+QA0ATO8V5l6R0xswkMwR6EoCfgK3u1NyS6D8sIhgvUvYOkI85UhQoDdZGt1kq/8b/xszWOSHjcurUKdcclVu8Zmzuw2fAZ2B5ZMADoMvjOvuz9BnwGZjHDMCqQruSgC26Zs0a95oBPoAlg9cy6SEVptXZqqrVdvpSpp3tLJQG17oxgv0wBBi0wyaAlRPcbLRKRH5VdrOtGWpwy2FNzGcwYKWUFgOohRb19fWTdmkuBtyTHtRv4DMwDxkA2IRZDeifTMsQ1htO10hC4PaONEUQMLbPnz/v2KKUAY+nBxps758XZgYAyt5q36Qy3BJVFrTq9yUKNqFFDSsv+J1ZmL2fuFeAumgN9ogV2RQe1bfldUpKu1vHNkjNTCWQiUgM/obmAwCl32hbwtKNgp/0LEWM6hwBbhHH8qxRiTVMxfgA3HxGchP3ymgHIBGAkWuM4/ulgVL7zqWPxW8+4WuYwdNjHw7broJTDuxM04Ruo9iX6M8ConI+jIU6VRkTP4bBVCmsMvsgYHJi+lOY3qXPahQwDNZp9ygCGlsw9kXACuU5BZQU0FSBe3yF2sRoiYg2Q9l5dL1bGFtj0q6sk6FRva2TqdF3L95tH1cuWYaMAAzcDsvW2UUB6OKMLtffVWK7o/cO6AlwSc4Zy3F+LEt3oKdYpu7ogJxxR9XraN/Ra01XYXyaDKSKnQwAbFMA4kSge3Tvxf0q0Tz0as+GSfAA/KQtGKA1NRMD/ld7TL+/z4DPwMLKwOgvysLql++Nz4DPgM/AkslAPLBAqTwgaBAYNTDgXys2CoyO/OLbrbCm2r73n+9eMaClJLFA7AXKFONvShl0cxPEOsr84m8eguNcq2f0PBdyOdFUQBqc4H34DCyHDMDoZIJmIv1i8oAubvz3GIAoAOh3vvOd5ZCmJX+O/J5QkcBjKQW/idkymWnWb2ZiANxRrsw2Uw3+Vs6ePTuGBVpRUTEvZfC5Oi8AtGYxABOjR5OrAG8AnMniDZWXH5HO5u3FRxwIzBjiiJi+Bzo3JNv8qpZFmZBdDqQDrFsRanGg63lX3RIFHNHKBAjletTmNFhrx/iTuLiec03z0vtVQp7nQMcCjZ1CAkZhaxIB0Mlrh3O6hfwTF3GESfqYqb5ljACg7B8AkPGvXVtaRzVOpjRB16iM/39b91M1OqxzGtI5mMvn6sEme79zjWPXAvRynTAxYowHe5Pyd5iiVO0w8YAMw9bc8/orHD84NgXxqdqoWyArEkkAn+SNSYyZBoxcWLGU7FPSn2h6NdN2Z2M/9KdnswKIPv32t78d07W9e/e6v98xC/0bnwGfgSWdAQ+ALunL60/OZ8BnYCFkgNIadPXQxyMSS0TRvQoE+ZtPV9ojj3zart+dZ2+99daY7mdosIz2EzcriUEZW7b0QRlQz2f86Z/+qWOKzWcfxjs2IE+8gct42yGMD7MNvVAfPgNLNQMAmj/9KTfv0UDOg88+30+wPWHeUGZKoJ/70EMP2TvvvGNlZWVO3uK73/1udEf/r8/AVWQAY7upfC/P5BCATTwAuBKDZcH6xHUTvX/vvfds9erVYzbBYO+HP/zhmGVz/QY3cYAvgDf0KuODcQLrGBeMF22DefaUjGjmMsoz2m1H/jnHRkVfFOmeEgGzUTbuWLivXRPBrhJG5eQTBSX+7NmLeZdYk+iH4iBeKl1TxkiJEQ+GunXkSg3QhgM0eR557xifrNcjAD5HvgJj79HgHNbKFLkjYYyUrmf86ZlEAKBEQgKgc2f+abE0SwTURvvLAQGkMWTiEADUSBTkqhz/k2X7XHUP4KbDcPUcHFebxo7NMdJ1juFIuq45MKxMr1TxgyHUdAPm7468aNl+lsBf/haoSjopYyKkDeIn2afb9mxsX1BQYJ///OctmdHe1bQfT0BgjDdXBktX00e/r8+Az8DcZsADoHObX9+6z4DPgM+AoRN2//3321QAAzTGGJTde++9Vlpaak8//XQsg5RNYVCRoxn7Tqf3FVulZQOuNArR/fmKXbt2LVjwk5zAJuDGdSquvZjAeAB0vj5J/rjXIgMAnpT/wUonvvCFL7jPPBMF/K28/vrrMcM23K537tzpHmzLZA76oD58Bq4mA3z+/viP/9i+973vzYmEAiw7QB3Apl6BUfEBEMc6tplOHDp0yGnf/uEf/mFst3Xr1tnDDz9sb7/9tmEmFkwcxDaYgxeAiB0aB5TKSOhiX0kMsAIWK5UuOOXWPOYrSiQ9sLfwuAx+cDpPdWMXAND8tB7BdkMqnc92peBB/4T5OVQyHvgL1sU/w1hkLAQAmiMmaD46oEINyUXOMIxfuduPNDIG/BwBPgEi3cuR92w6Qhx1QCjO71H9TUGArlOjYCS7ALZSPg9YGfQVIDLq2i73dkkg486OvuqwWJ8wVilxp488hoTRAmKiMloksJd8ANyiLQoL88qy++hxODYBsD2gMviCjF5d99IZafQGevJrsxpcO12RTPVGMgCZ7Q6kBhw91D0W5I8e/dr8y5iZyXR+o2YjUnvrLU0PPmDrVmTZkXP9blIv0XRzNo7l2/AZ8BlY+BnwAOjCv0a+hz4DPgNLIAMAb4CaieU3yU4NM5GbbrrJgQ1s39/f7zbDEAmnURxDI/2psRJ5BPi5CTgjx/g66ULNV9x1113zdegpHxcDqqkAoLj9+vAZWMoZCIVC9thjj9krr7ziWDaBNnFw03nHHXc4910YoYksnHgWzVLOkT+3uctAXl6e/cmf/ImbNNuxY4f7HM720S7I0KdhoMEZB66UBmNbOOoyXpTR44CkhoGipE7pk/Xj8OHDDugEqAkCMyQe6On+5Cc/cQzqYN1cPEfHAyViQYadkWIHpog6EMAY53lBBlaXdX7zFdtU0o3bOszO9hG3dIBLQMsi9bEi0m5nBiti3cMNHSCubRINczQz0cGkXJtzB1QFNBwQ2xVt0FBqm96TiQAyHHk5AmbGDqgXDviMW85LQEqOAWM1GtF2ADtHS831ZuQQHApAlFJ0mLfpei9SqF4POXkFgFliQCAobFWWUxbPuC1bE9eZaTKBksZpr1sqYyexMR0IqobDYptyIADjVL0HIO0IZ+m6Foo9WmCHulZbY3j6WuurZbxZk9nkpATO9pTRuutjKByxldktyuUlZ4Y1PX1X18Ss/IP5ZfA7dDUNpkR6LPPiM5befsRSB9pcU7+/NddOVuVYyobPLkid+qs5X7+vz4DPwNQykPbXiqlt6reaiwwgxhzMVM5F+77N5ZEBWBSUKM5VGdnyyOLcn+XKlSudflh7e/uEB0NvDy1NwDrYWYErec9QdPCclRZ2br04jGKCwID60kCJM1RqjeRP2PZcreTzd88998xV87PWLgNryngnC0yrKI3C9RUAiPe4ZT///POuPB6DJ27gfVxdBvicU3YdmIRdXWt+7+lmAMOv7du3x4zZEvfnM57MFOw3v/mNdXV1JW7u3/sMTDkD/M0jD8N3QHl5uTPTmkyLdsqNj2xIGS8AESW+WMegm4lMTJdAOdzO98llnKqK6QaTkmfOnLFt27ZdsSulu3ynoRU6lQAIQx8SZ3qKqHE7n0pwbriNZ6QKbdN+PMNEbFFZ9SmVMR+UwWIAbE2lvdncBmCP8up8lXfHg7DI9+CIzvLs9LAzXuKcGcvkS9MzGMdMVNLNeKdcWqEweAECAUwBQ/vECKXEnPERZegAkwTApXs58h5c1K3jfbDN6Mu4ZUwyp2t/sTLJsbbVrtpX5khxkpu0RZ5hgIa0Xar650rZObZ2okSdZ3Q/OX+25X1JqEftiPU5JEanRa85zMzhFOVIn1UOOJzCgehkqmORnheova9zkx3sWmcfCvycaLwHaFouQJhcARLjGj84IomwKfeirZGpJtqj8ZqfsFs5yWwBy63KKZ+l+Qh0ORkvX1UIhc4591MLNb5h6b117vybm5std6jRVui0irJ1zYr09xt8UK7qYItnZyZtkB3x+MPiuWaLpadgEVQPEUgoJcq9zfZ5JBubTvUYo1OXU93Db+cz4DPgM+AzMOMMwAJFd6+jo2PCNgDaKIG/8847DefZwLXysMqSmJVfm33Z6UwxmGaQimbTfA1WOZHZmK2fMCGztBLgkoF1ACqP1ywTU5QykveDBw9aS0tLbFP0QTGPweyJm10fPgPLKQOAP8ncsJdTDvy5zk4G+F4F/ERzFjA0Ufd6No5CmfsrrdvkcN/mQEbabNNvKC7alCHPNAA4v/3tb9vjjz9uaWljtTaZPANg2L9//7jNU2Z8nUDCVQKiYEUCc8GQrB8olhlRrYDZyYFQgMK32zeKTVit8QDamQLcZIqEKzztr8uujzvnXDvfV+bYjeN2amSFhDHs0RVv26rsZrU4pDbz7dnmnTLJWjHZrm49xwaojAfXgh05P9ieQIFUruQMR0vET/dWCLRd62QJgm2TPcN8vZBZahnZEcd8RfYHEDU3fcBpi2KOBHtzUJhlpgBGGJ3x4UDM+AV6Te4JwNIgImJfDgqcTJXOJ6AgOBkO7TyzGdsGZfAcHzZqFPhkA3aIbpSna9ubcC1xr2cfNonoMxiRnit95UE43VqtJPeDAk5xeD/SvdLe7thkp3snvwbF6V1Og7RUMgQYMMFcZdx4vKfaaXxm6voARKMjmxgwafMEIlOSP5eBgdOugpNWKfCfPGDueaBjneVVrLPdu69emza9/ailtR22lHCnNaettWPHP3IkkVBGmt22qc3StS6945hFCrfO5WlOu20qwPbt2+e+D/lO9OEz4DMw+xnwDNDZz+m0WvQzMNNKl994nAx4Bug4iVmAi5mxQksPN9mJmKABAHfzzTcb5YFHjx6NldR1yDQJt94TAj1PaEBLmR8D5PkM+hswJuezH1M5NtcANudkwXYvvfRSUmY1TCVK6Rmgwn71MbMMeAbozPI2X3vxnfXkk086V/j56oM/7tLJwIoVK2Jay8gsYBY4ODgXwEuK082GDcoD48FR2Gvm+cRIrLi42DiP+KByYMOGDa6KA13vZJVeuwtP2Kaci2LodTkWaiiUaYUq3wbIpAwaoC8KkcW3nPw1YGmHGHuAXICisElvKzpmm3LrJJvTJPC31VZI3xE2IBOlE7FM12fV2dfXPO0mWQukTwlbE3f2XTL1SZfR4onemuSdiFsKE3VtdqNzRKcEPjHXuQIpG6TJ+r6A3jpVr6DDClDJPhtz6sSIbXeMyuh1imvYvRTzVaX95BgQEfSM8vJGlYTDiKTPzgRKcCXczHSxMgHY2JQXAJiJ4fBKLWcTcs4mgJkwNkPS83ScTb0P9nWYKu85/Eg/2MfFyHZRgFTsUbE5magGEEa7E0AShiVl7jBVoyBkijt/tiGC86LUH8D4yct77LX27VOa5M7T9eLa12Y36FgRZ4SVoecKmKACnMkVOcGgijOj3D8+CiUPwXmfEdg9mRxB/H7TeV2d2Wy/t+I1QyYBaQqkEnjenFdva6+/2wpqtk+nuaTbZjS9Yxmt79lgdrW99+HxmNb14JC0TqtWWeZgmw1lV9pgwYak+8/XQszU0NhGZuaGG26YdXKBZ4DO15Vd+sddTAxQf9e29D+P/gx9BnwGFlgGYEvibllZWTlhz+rr640bLILy8kSgDfbKVG+QJjzQLKzkprW1tXUWWpr7JhL1DMc7IuW/iTmP35brQxmkD5+B5ZABGNH/+q//OiUN3eWQD3+OV58BzOaCoCwT7evFFpwDv9MQGhJj/fr19sgjj8TKAoP1K0JtToMRo5yzvaUOuGvsy9LEZpnKqCMCLJsFCDUFm0/rGfblzQUnBCYCgIWlFZnnHpkCLwHFWMc2yUJF2vZ49UtiAEqRUgAdZd0BSzBbrMC7iw/b1pxzyXYdswxQDT3yLrFvKwW8UtpN8FwpJm63tDA/6hUw1VUrvdJcsWCbBQYD1jbqdZOAsXO2t+C4bcm9MKbd4A3M0vcEnj7fcoO91LrDPZ5vvkFM1TzrEwDc5EDubJ2D9hBICRjpwE3+SYgA/BQu5oA/wD8CViZqnW5/QZKDI/uyPeGadoioRmGAniPL3PJgG70BbISRynUF2MWwckBt99O+8ot0AYAnADBsZUBPSt97BVQ29UeNrAYtw/XNHXiSf8gjgCJs4osCmckJpe4wnqv0uQN0b+gvtBaV5gOI8xkJArAbVm6b9mH7uYiQCv4/Jdd7AE8MojDDahdwDyO1OqTPQcdPLLWv8aoPnTI0YClDEWtu7Yjp6NMo3zOZOfkCr8XC1TYLLeInUwDXffgM+AzMfgY8A3T2czqtFj0DdFrp8huPkwHPAB0nMQt4MbOwN954o8HwpJRuPD09SgTRGaMcftOmTY4hs1BPC0A3fvC2UPuJRs2BAwcm1Z3E1IlzOnnypJuF51pxzShRCgKWT0XFqJFDsNw/Ty0DngE6tTwthK1+8IMfeObnQrgQS6gP6JZv3LgxpqdMOTxO6ospYEUDgr722muOZQboGR+c0549e9xvPcZjSKisz2+xrUXtjoHW3itHcKFqUZaotCIFgMHghP14KcG5Pr7d8V6vkTzOZjE/AdTQCAXQ4wEYCfiWKSCzUyXyaFMmxkOl+7XvRQd+9o4AgEy0oh2JtiUMxTK5zr/Vvjlx1yve035heq8r76/M6nBu5+he4t5+YaDc3lW5c0igLE7xgGGwQNELRc+THACcAhqi89k3ToUL5wVoiD46LMsKAYywXWmL5fk6PgAfE8VsC6AEkCkfd4dYOnhJ/2AuxHmi08m2vK4T8xLN2Cz1IaL17AAYHF0fZWzGwNDo6hFUdBQMBQdlFfk+3Vup8xGUOVKWT38AR8kpTM1h9Y1rhoM8urSXde1OSssVnXf2p9JnKnF9/hkHtEYBTI4eDY6XoVxwDPoCSE0ZOnkuUJ6KpalKCT77vS9geq4klW5S2ft1eed07oOOjU2/+HxRxZSXlWJZKQIlU0MWLr26yZA0gahpnSetrbnBWrqirHLG3RiVZUVabTg1Q8fYZYO5q4MULYhnDFPp5y233DIpSWImHfYM0Jlkze8zlQwsJgboWN77VM7Ob+Mz4DPgM+AzMGsZYDb6i1/8ov34xz+2S5cuXdEuWpMXL150upULnW3ITSCDy8UQf/7nf25///d/P4YZkNhvGKCUIGESAxMUnbc333wzthnLAEB9+Aws9QwAVHndz6V+lefn/D744IPYjT7fuQAAUzUQmp8eX3lUzAoJDPbo/+bNYwFCJt14oOl96623WvalZy3n4q/sZH2/gE+0O0cD1mW0PDrKmhxdM7VXgKc5qf2O9Zm4B9qnpSq5Z5v4gPmJ0Q96pAByUcBvbJEgrEXAwOKEfePbiX9NWf5rbVtcGX5VZovBQAXYq1fJ+7Hualeqv0ls0hUZTY4FiG5pEIBhMFfRslyZ1WKtXVMz4wH4BOjFVOlCX4nYteWWn9fr2IWc16CATNij8mwXt1OQqcBAAE3Ykj0CZtkmR/IDnZTtC73MSe1z23Cz7DBO/eOc4NlP6x28OIoxsotjg7p1I8t5AuRDv52anbLMDgekcp37hkM6R3Q6xch1aGqK2LEhBz6i604EwLN7M8k/MGwpqwcM5rwSA6CR82Yb9FYDPfm81F63PazQjySrBGP0aoLPU76uXRRkHws1wH52ILxYwPGBy31abqWlhi9beveZ+FUzej0gg6OMprcsM3JEAG+K+4yVlZVaXkqnpfU3WbjkOpkgXX2p/Yw6N8FOfAd+7GMfm2ALv8pnwGfgajMw9lvpalvz+/sM+Az4DPgMTDsDsOC+/OUv2ze+8Y2kepOwRgjMRxZyJBpBLOS+klO0WCdiGwV5D1wNOR8Gp0Fg3AEotGrVqmCRf/YZWJIZCEzYluTJ+ZOa1wy89957DhiEPUIwKbiYAx3TRAA0/nxgYKVkl1vYMi3ceZYzjq3mNydnqNs5fsNgnJMApRuJzTkXbI+0SEvkFg7vsUymOdFi8SvBs2CfJLhabFXiC/RIP+xa4x6AbgCBxM68U/bZFW8JmOpRKbKAXpV8d0Yy7UB7rRC/VAfgwg4tyOjVNmPB2sRjxL+vE2MWgBUAeGNOvSv1p8Ac53b971iWuK7Dbs2TaRJl75wpJlTZAj4pSW9WST4M0Hy0RB0GHORC7u8CDwFJ2YmlMRB0pBOJy4I9yenqrMuOjXq0q9qBsOwCO3V9jgycBLQCDmM2hft6AAajB4teK6DuVALgs1tAMtcyJJmDTDE80VuN6JwBvznPJpkNRT9bKc5QCVMlJBEATIPrM5VjJdtmdVaDfWHFG05flFwJVncapt+vu9OaIkXJdhmzLD1dn4/Rivwx66b7ZlhGWf3V91tqS5MV9uyzmrx+qyiQYdbAsIUFjvZXPWBDobkp859uX/32PgM+A9c2Ax4Avbb59kfzGfAZ8BlImgFAtupqOXSq3DoxMNwhcDBfyEGJ/mIKZtmbmpqc03tivyl9jwc+g/UYUqH9efjwYSdb8J3vfMdpvMES9eEzsFQzkOx7aameqz+va5sBft+OHTvmJqQ48mLRkh4vS1OZCOzP32yHT7VZ6XCn2JhDDpyivaoilZp3wl4sdXqg4x1jouWUkOOMXiTwrH5grJM8gFqP2JVss0cam3cUHXalzzBOAfMokSbQpQxjoy5ALQjKtwET0ZScSQTg2i0Fh+0LlW9auix4hEg6xiQAYYH0J+8sPWoXeot0fGlnCjDlgSnSSbEhMQOaLAAA97Wvd8xN9C0BWAEW1bw7J4yNsiQBAHyJwzqsQzigI0bvWqJNBdJGlIzCUETl+hmuTDxqixQFPbVjLOJeRsFQFugRAKM8E5ERY6pGgY8wUIOgbw0qOa8RyxVGaLeuTRScHBYA2ydgusvpeJ4Tk3W8yNV25AkWK2Xt56UjC9h6s4BtV8zvri0dSZHWZq7c5Fe76x/fXqIRUvy6qb5en3XRvrrydzJ46hdI7FIuiH/Q1goU/fqaX9k/nvuk1YdLrEEyB/3KK1qjvQOZseaHlKzBrnpLzcy1wbxa5VDvpS3PhMFEkd5x3DJaDlpqf7PK2vWpUkn7QNkeGw4VWbh4p2XeVGqr17xjqT317vqGc1T+r/WDOTUTNevX+Qz4DCzhDEz8rbKET9yfms+Az4DPwELLQFBGl9gvHMtramps69at9tZbbxlmJAsx1q1btxC7NW6fADg//elPu1L4oSFufUYjkYWEFAEl/jB79u7da+i+cdNO/PznP3cD9cVS/j96lv6Vz8DkGeBGNF73dvI9/BY+A9PLAE7pMPIJnp977rnpNbCAtk787UjWtXcOHrPDl0rlrI4ze7srS2e7krw11lu81+rPF1pHU5QtmWz/iZZdEAC2XmZHmCBVqtwY5h9RJHdvgLKLvWXWpTLrh8uPOj3P9nCWgLcoCzVbTMSarDYHPmU77Ut4fAIPxXoUVmh9Aq6ea4peJ9foDP55ZMU+B34CyUUZmMCLAiHVfqrYoNUySQLszBIICygIkItx0ytt2xyAN9khKZ/v1Dn3ijnZ0Z8tEDPTaXyWiN1KPrLFgqT0HUAQPdBhHQOGKAG7s1Dl82iCwrrsj6RZVXab6y/nHx+Am/HLeM0ygk2D9bTVqv6g/YnB0WhEi9RdP1VyD9MTs6TanMtuf3KNkRSl88n0WitDrc4kqlAMWfqN5MCF/lJd32JngoS+J8ZCg2qN0yO/Q9YrgDIq1zDaj9l59fvVrznmLa31DqKVitIq+qaDMtXqsy/LXOtnjXsdizYskDlP51ohJ/qOEemDPK6LmLmWVmyp55+z4Xe/aeHwsPWX7LCCe/5PublfaRoaqn/BMhtetbTuc9pXZfzK9VBmiaW3H7XeNZ+3IYGcgzkrrXf1ytk5Sd+Kz4DPwJLIQPw38ZI4ocV2Eghye5e3xXbVFl5/g89Q8Lzweuh7NJUMwEZMFvv373cA6HXXXWd/9Ed/ZE8//bRxw5gI2iXb91otA6AtKSm5VoebteNQ0g7DYGBgrBsosgTxf08/+9nP3DZHjx51x2Ydj6hxhdmzzz7rwNGgjHPWOrhMGorP9TI55UVzmh0dHVf8fSyazvuOLooMnD592rmo8328e/du993Kd+piDCoEJvo+g+H66quvWp/Aqh6BbOtVqo3WJSDc2uzdVnXj5+yBe9bYHT09MYPEl156acoSOLD53unY4FJXJoCpVCxCAubnhYEy26d11+edsUKVeMNwDMBPtumVmVDLQK6VhLodgIcuKDeKAJUDYiu+KMf1Iz2r2XRGcVvhB9ICjf7WokdJAH4SgQlUuvKQLSYqfQP465RWJCDxxpxLru9u4wn+AeQF7ESrM2BOUs4OIxTXcaeOqUNyVIDKMJCcSsTZDyAR4BC2amckxfotZJd6C21Vjkxz2EP/O3CTfyYKt1EUBMVNvk05pZwf9ung8KAA704HFnLu6H8Cgr7XsUaE2DTH+qSPuKOf6a1wRkGJh1qZ2WS7ZCZUJRB0UGfEuWaltgss7rJbCo/ptcredQ4Aro7dq14PDuI4P2jb8i7aWx2bnf5nYrszfU/pe2Fqtz7DUfAzYA4DgvYLQc+WsRPmVLcVHLGQXnO+eeofRkhFKT2CSWX+JZZseqbMrLouWUbkpFWkKeP6iES6XrHI879n/Xf8nQ3KtCiItI6PLPPya5bedVKMUfRMMy07K2TpPRcto/UDUYhzrGfD/6CueKgjyBnPwXcTz8Hr+PX+tc/ATDMQ/3la6J8v/60w06s8S/sVFBQ4d+FZas43s8wzQNmuj8WZAUp9EkG4+DN58cUX7f7773eLMPChJPXv/u7vFgwIumvXrpiRRXy/F/prjKUyMzOvyP2jjz4ac7QHaI7/YeecuFkDkKYUnmtHGSd6oLj9+pheBgA94rVVp7e333quMxCA/HN9HN/+8s0AnzHM/gLzj4cfftgBfvzuLbbgt2C8sVhbW5t9//vfd27xnBel6Ps71sdO8S672a7fsDf2PqiqePDBB91vDGZkFy5ccIaJGEUxIcfvT2L0pBTZK+3XWXXost20qVISmyn27vEGOZtX2O7b7rJbU56xwpYTNqgy4dbL6H6ORruAN0xq+sSc7JVJD6BgU3+ePd9yo8ryK0Y3nMGr1WJTAvoBPgYBQxJGZhRTjK7pHUy35kihysMLHThWknHZgZrBPhM9pwnIxDjImRVpQ3mM2/X5Z+Xo3ueO7fYdASh5QiuzX+AbgKEzHNIymIuUnxdat2sHpmg6E55aR+8du5PXWgDoF4R7rWVsx2uA4z61fVn6l0PSOV0lt3uMigBZ0RxFexPWZ5/A5ZsLT9mrYrm+2LJd+49KDwRtB8/ss00u6jUylroc0/MEchR7NqvVgaK410dNnSICsKVbqhr/wZGO5qV1iiFcbwc6Ryt2MC26peiYA5nZl3ycF1P41dYt1jUUZRAHx0/2vDqryV1D8hGAn6PbcS4R9W/QSRKc7y93+ekSsF0hB3rkAax8p61ekW8pF16ylCHpnupa9OkzAI8UU6r0gXrLP/R/WMrnX9EFjQLnw22/seFBsWUrttmhk/VusoBJeMZgqa2HLWuo0fJlOJVSum20K/5VLAMVFVf3txxryL/wGUiSgdLS0iRLF84iD4DO87Xo0QwvDx8+A1eTgYCt1tUVnem/mrb8vvOTgYaGhhEGRPLjA47Ga6Mx0KNU8MCBA8l3uMZLi4uLx/TvGh9+RoeDRfuDH/zgin3RMsWMIsj3wYMHr2Df5Ofn29q1aw0H4yDQA+3s7DTAYB9TywC6tny2ubH3sTAzgPyDD5+Buc4ADurxMiKL9TuBaojgt4OcAe4ygQZQ+S//8i8GCDpeMIkWv2/iduiLrlmzxj1uueUW973J71NdXZ2Vl5cbxnwQKzZu3OiOCxgbmPmt1W8T/WCyKfPQEUvrVGn44NjKB46H/ifg4bGelfbjhtsTu3BV79vD2YK05Patf+NhW5YBLEY1OU2an5UCX8ca/8CKnEqgqwmzlvJvwMLV2U1ilA7oCDKSFNMzS8zCKEQZbY3lIbEwB0bK0+lHSJidrHJGN2MjQs+uzNqdg6iNwfLoWq2LAp8sxnFenFIBeSGxWUN2PlImhu9lMXI7XBsAy0gLUA4OS7Mms1nszSOOGfpu5ygoPtJ07Akma5HK3rvVZrxRFvqn9QKMN2RfGmGyhh3DkszSH45BlIiJWpLe7l7zD+Dnlypfc7qhedLljMK8ZpUZLbZKuftJ/a1i4ubHtk/2ol3GUUglyGz9igBUJi/0AoMqp8mqrZA5oM8l5VVWsfdrNvTB/2cp/e02IKYq2yLBwHOfrktO+qANtp2x/oPfsoHaL7iJ//bD75idPyQ39yxj/Ey0tLQ4ILS6UP3tbrZw42mLpFa5df6faAaQfuI7gO8hP7npPxWzmQF+fyCUEFQOJZucm83jcd850/AA6EwzN0v7MTiZ6w/ILHXVN7OAM0DZLQPj8TQkF3DXfddGMgCIzY/HeBMiDFr+6Z/+yW6//XbbsGGD2wstyoUCgAJkLbbPH9qdiQGw/PnPf37MuQRl7/Hboh26cuVKozSRH/ogXn/9ddu2zTMOgnxM9szNeiQSGZPvyfbx669dBgBjnnzyyWt3QH+kZZsBGI2wQAPmCBNMaF4vtgBkBMzltwCwEq1oxmcAlLA3JwomG5DCmSojnmPdcMMN7hHfbvxvcfA6MPXj/WDRTZaW8UsL9V6wksISa+/UMlU6wCJEc7NL7M8zExjvxB9rOq9fat5mHy95X4zE6LFwXScC4JAXsA/jwU+Ym4CE7SNappMfL0VM1XIBfR2OEVmc3umYnREBkiExIVNGDobkAC+FsUl7dNiBpZj3CHUL/uHFCMMzuoJ/aUdpdzHyFH1zxb8C7wRSUqKOLEHzQL60V7Oc83u2ZAAAaDsF1AJiApbCvFwhcBOQNOpmn/zmHmd3WKNIEiRGYLDEuVHuHoWVo0xUwETkBWBi7hQj9oXWnQ6A/FjJh7ZGJewwLenjgPrK5wAZgZpQkz1YdsB+WH9X4qHGvP+ge63TMA2l9o4Bk9kIaQFyHFZ/E93su4cLbLsAzP72cwIsJR0heQA4uwDXLrf6J025cW8G+2yo8aBdDN1q3/72t21vzge2PXfAzp06YYXFpW4Mwd8Dn/PBcLfakYRBRDC2Pu8+RjMQgJ79/f0LpoJstHf+1WLOQAB+cg4QG8C4FmpEf3kWau98v3wGfAZ8BpZJBtChvPPOO8c9W5iF3BwGhjtsCFiHXtp8BwwTGJGLLbg5DYKb0yeeeMKQF2AQHR/cYCYu41pwzQBLMUYKnH9h8HDT/tOf/tRee+21+Gb8a5+BRZcB9IYX8iB20SXUd3jCDKD7Gdygr1+/3srKyibcfiGuxLTwqaeesubmZnv33XedtimTZMjWTBZMBr388suTbXbV68Olu2yg4hYbzCyzktQWW5GN47hMglSSjG7kRZUp7+tYd9XHSWygx3Lsg65ai4guCNgIOBZ9RE2W0IJEczOUImVOAYRod1YIFGwcKLQzfSsSmxv3/QkxSE/3VjpALztN5dcAaQL/HLtRv+/uMyag0/3UjzynOyt4tokChoNii/KOMvboZzI6LgC4jK6JHt6BqHoZgKnBe441oDYwZIL1SMk72peAjDy3hPP0yHfl7wC8yABghISpUaWMoMYLtgFQzZSeaWKkCzikLUBcQEwCkJnzIAda7MYygMpbc8+z1pW956X3W9NAngM/3T7au1l9A0StDrU4DVaWTxQvSx8WUBbbLLRO6V+2njkvjn+m50on+8rKFeqPoAg9ImGqQGABi+2pPnMeYeWPALR24GhqyOnnAt41KY8AyJU5Pc4glIlnqm8K87IttU+O7zJDwhHeh8+Az4DPQGIG0v5akbjQv792GejuRmicnyQfPgMzzwAM0NTUVF9GOvMULog9q6urDUo/LJDxvhdgjG/fvt2xRel0bW2t057kZmu+AvbnzTffPF+Hn/Fxt2zZYjt27LD77rvP9R82YrIoKioy5CUwtwgCUAhgFOCXgTfXDJCaoByLbWE0UU4/VTZP0PZyeob5zE3/RPq3yykfC+lcf/vb39qhQ4cWUpd8X5Z4BijL5DeO3zWCybXjx48vurMe7/d7KifCbwfjOTT6mGSbqxgolyN3ROZL4U4LR/plyhRxxjsf9VbbLxp3C4AKzcmhDwoABWjF2CgKKQJ7ia0nYO/DrtXWPpgvE6Yuudbjbj4snctCO9q9cloAKO1d6i9x7MpKAXiFYrVGAVDK0gWojZxZ/Fwnr91Ep17gPs9WtANnEmAWGDHYke2CfWkLkmJisB+O9OcEJn/UU+22R7eTMnOMj2C6AqUSSAIAGgJu0lRTuECO7snBf8BUDIUqlD/6iXmQa0PAbJWAUzRV83WMqNO9gFA1yIN2OR5ap7xrUVl7U7jI9hYcd8fuGEzU+kxx/aTt82LUNoULeTlunBLgTHbpWwAQA772KQcX+0pkwpUtwDI7tj9SEetKld9QgYXL9lrk1NOWNYwZWHST6DP51/cAhkipkjao/UM715njyAC4x2Pwtakyy/JSuywnK9Myh7st1HPGInJ+D5ffapGS62PH8y+iGeA7JTs7203MXM33lM+nz0BiBsAigkoDqhnn2qj3aog3c/fLmpgV/95nwGfAZ8BnYNIMAMgBzKFP+ctf/jLp9oBxATOGG6XPfvazYApznQAAQABJREFUjnE4X1p9DKYWY3ATA4t2KnHvvfc6MCgA6trb291uDCD37dtn/PDTHkzQ+B/9ubyBnUq//TY+AzPJAKW6i7H8eCbn6vdZWBng+/See+5xncJoDmmYX//612OkRhZWj2e/N0irwARlUhTJG6oMgt/8WTua2HRdW/6Lpaz9fYvUvWPPPP1LO99TIGAs+UTgrB1XDf37pXss59Jeu6v0kCu5vyiw8pW26wQEDtqa7Ebn2A4zlPLw832lYiNOv0+Al2dl2vRex1qxHFVe7YC14Zirffz5UIKOtmfAAoU/ORqwEkeIKnqCmQg7FMCSJofVMCxRoLoR7M7tCreFbQFw6/uLVWLeLzZottVktbj1nB9gJEzJYrm3E7i4AxrWyOU9K7XWAaJuRdw/sD8PCSjO0n6Au8UCiqMu8BGZakVBRgDfAj04r2ifgCYFS6pPbBsAun2RdC1Pc32PO0TsJVvSH0DXdOuzz614x9ZlNzjjqG4Bm++2r7MX2nbGtn+u5Sb7nUycbik8KQC7y537wY5au63kuK3LqrdqAcAYf9XUrLSVxSpzH4pYJP86640oj71hK8iMGmJRpk8f3f96Gk4RaJtZbMP5tfpu2OL+LpBy2LzqK5bb/rINdp6yFIH5lppmAwVbLVx6k/VX3hPrl3/hM+Az4DMQnwEPgMZnw7/2GfAZ8BlYABkANOPGDzbMK6+8ckWPuBn8sz/7s1jZNaDb5z73OfvWt77l9MOu2GGOFwQzfnN8mHltHiYSjryBHmjA6jx16pQ9//zzsb7BZqyqqnJarjBDAz272Ab+hc/AIsjAYmTdLYK0LosuAprsLvzINuVccs7baAqelaP0621bxIgba2yTLCHxRkispxT+8ccft29+85tXmNEl23+pLGNyDakVHm+88YaTaJkL5+bhrDJLW/cJK99Tagd/85tJ08f1XZ0lh22xDAH0zvWVaUk8YDhpE24DyuGfaR4r4QMYB5OQx2zEg6X77f6Sg8LRKAePQoGAgNFX6FKmSpcy2zEpKW3PE8gX1c7EuCd6ToCfwfbaVczSYlfqvV6gqqA5AatwPUea1wZszfY8A8C+27HB5YfjnNR55af32sbcSzp7OcEPDzjTI8BQts+U8RIA5Zbci46x+vPGPY4ZS/PxcbG/1MLtadrugsDTbgG0Qw6kPK9rwWNFdZv726NNyu3pDedH25xfZzgkULZIPQg5J3mMmQrUTofAySCyU/stI006pQM52j7T/qr2Z26bACQuti5bUd5mO/LP2d+f/3SwmyyVsuzV9u2x97zY176eLoi12mZVwrJrimB+FlokTyBv5cetb/83rUBSBQDGQLKAyY5xq33lYS8KaLH1ld9mQwLtmfTfunVrrP2e0jWW1n3W0vqbBZRmWCR3pQ1nlsbW+xc+Az4DPgOJGfAAaGJG/HufAZ8Bn4EFkoE77rjDlVMnghEYk5w5c8bdGAZdBTT92Mc+5pigwbJr9Ry4zF6r483GcXALvXRJNyFiFyE7AHA5GcPm1ltvdaA0+lN33XWX60bACI3vEyWMf/mXfxkrBYlf51/7DCyGDCxWB+5rnVucm2uymi1XYAHMLNhep3sr3Otr3ZeFcDwV2NrvrXjT1ortBUCW7hzFU6Qj2Gy1Mnf5ScNtYoDlTdjVnTtHGWXBhsisoO8HELgcg98ZJCkee+yxOTv9PXv2OAdfGLiBq3biwTZmX7S7S2BtdsYczFt1PV9s2WEnVDq/kKIwo93uK33fAWr0K9AdjTJBhccJkMOkiLJsSqmbpYHZKgBwrcBd3MzhIEbBTP2r94CaMDYvCgDdkHPZ7R+0xbPTCnXQHVvKBVnan7+8fLN1q/Q7iCPdq1wbgJFV+u4AvAT85ACAfpGhNAGZac61fmNOnT1UesAAQUuV711iVZZKpxVgFvDyHQGr6G7m6LsnXaBmt4yrBtU/4rnGG+xLVa8KsOx1bQH0wlplO9zuG1XODouUeK1tmyunL1e+MjMozU9315Yy/RblZH/HevvKyhcco5NSenRNyR2SAplqb43y9cUVr9iPGybQsFd5/ctt221Nbrt96Z47rF9O0UPZlRYu3Gqhprcts/eMO38AWjXtXgegciQl39JzamxIZe2DAjevCOmHDgpI5eHDZ8BnwGdgKhnwAOhUsuS38RnwGfAZmIcMUFKNyc43vvGNmL5k0I34MutgGWVyGPugPXktY7EAoNzUYURBeW8yuQBAZHRAP/7xj9uqVaucTlJ8HmF2fvWrX41f5OQKAKpfffXV2HL0QZEwSGQyxTbwL3wGFnAGAFtwrvYxUQaG7Yb8MyoHvSTzmC6nlYce3yox4qoFbLzVvnmEeTVRG0tv3Z3FR1xO8mSy0iIwCV3HdIGilOmuVF4eKn3XftgQnTwa7+yZnKqsvJIBiObycgVAydXp06etrq7Olf+Ol7urXQ74DLvu+9//vjtWfHt81j9Vvt/KxBYE7APwz1ZZN+XWnyrfZz+/vEc6nVdet/g2rsXre4vftVuLPnJ/l7BVCZzbKWtXQbcz1AHII3Jl/iNCobWFc+xIzyp7ummn/fX6n1hhmliVwJ8C+RxjVOcLL/GjrhX6fDeKrdgT0/0EJI3XUgwLwAxLl/Odjo0CP8fqarLt8Z4aO6NJktuKjqhU/JjLHyY/aGV2iyHdO0i5+ZBVZOII32B3Fh3Wd81pVx4PKAlAuCEnw7bmXbBfSqsVNujIabpz4p+jvavsF7oe95UedKXwgKwAijB2myKF9pT2i+goxDnpez7TtMtwg6cUP+own+4MmvYJ/Lwss6GK9HanI9o3iFqpgybdZ2BoaFDl8IO2I++cAFDX3Lj/7Lj+Rqdfn7J2rfXHbZUmw6K8/vMCf8X1FOMUYJVAy5S8hlL6LJIud/qKW4W6Ts4gj2vav/QZ8BnwGUiaAW+ClDQt126hN0G6drleykfyJkhL9+oCguIsziMISoDQpEwGPFKajQvtbAVuoczwV0u3Ck0p2AOB6H5wDHQ040uSguUL5RnN1GeeecZwGIY5yw12sgBUhvl2+PBhp3/IDSfll8nyHOzP9QF0ptyd8vjAMZt9KV3kPWXwgUt8sJ9/jmbAmyAtvE/CuXPn7L333lt4HVtAPVorEGR77lkxpzplDpLvmJ8wsIpGtPdgPo5nYjLRaaCBmCtQSThJjM010fYLbd2DZQdshYCbpn4BFiPmLJRHU4ZbmNHrynBx6O6ZoBSeiSgm8xIDremPPvrIGdIlrlsu7/ntmuuJNX6ryDWTePHxSMXb0qZsFkAnB3MZ6GDYg0ZnmgAwmIYwfjE4ms/4+qpf2J7CE+5vCEZlEGnC7AAyAe/0k60IXNFTVG5fZe90bpR2JczjNHuxdYtK/FssP6NPWwFZYtCUbh90rtG+KY4tmSbH+AEBnTyjVRllXmprrQfAfL9rrXKxztrjSsqDvvBMqT+PlU7rM+zy2DYoQ0CByo4DqT5myNE9U49VWU3OFAr2abuA2j61nyNHeUrWV8gI6cPuta60Pb59XtcPlNix7mqVuWc4NuolvT/UvcZ+3XSjWNj5YzZHY/WgtFIxX7o0UGqHu1fbb5t32qm+Krut8KhR7k/a6F98kM8MfdeR3H0CfPlMJIuNGzfao48+ahhKJkZm/QuWfvktMVV71JpgarFjA/DZaa+mZdigzIx6Nn41cVf/fgYZ4PvVmyDNIHF+l0kz4E2QJk2R38BnwGfAZ8BnYKoZAGD74IMPYps/9NBD4zqLo1MJUyYRwMhL63WDWNhKsulxbq9npE91eeDKAWlwIEqwNkuLCjYEulEwGyjrgsFwTI8gFjK4B5MNM6lkpepB/5M9wzyAKYqu6ic+8Ql3011eXm4rVyYpwVIDgJxf+MIX7Ec/+pEhzg/wCcuUB2YyX/va15Idxi/zGVhwGQC89zFxBtZkXZZRS6f0AIuc9h5bAw6gD7hagMWKUKvliyXWeYWzcvJ2QzI02SY9P9ijIYEelIICRlAyi2nIYoic1D5JAfTJBC5FSoZXAiWASBi+4P7dKPfp8YIJPL5/H3744Ssmjmpraw2JkeUaTE6QH8wS5zIAoHfv3m3vvPOOO0xpeoeVqAwb8DDRLRyQL1vO3zBDMfGZTOIgsd+0vVJ/M7Ay6/T30zBQnLjJlN4/Wv66GJOXBciCxwFdAl4K6nTvzRkchYXVYeoDZZLjUe79zxce4F3cMTLsv1980L1HsxIGZolKzy+rbHyrxkOMhQA/AVEj+pzSHsXyGQLuIC+Sn2Nik6L/OVEAlMJKhfHIZAFMSoyS0vX3DwAYEtuTvvNdAOiM1EAQTeEMo2SdnF+fd0bg44Zg1ZjnZrE9n2++ccyy8d7ACD0i4DMx0OUchZIT10bfsz5glCbb4uabb062eGTZkIDeXqUzKjkQUYk9551GPvWcMizt0pDX9JwggX6Vz4DPwDQzMHaEMs2d/eY+Az4DPgM+A3OfAW52AONgFKKDBsA5UVDCTal3Z2en24xB8u6CjxxzIU8sDXgQzNRXyZGTmf6Peq7U7oJ1sEMMp6rMNt3Q5DjAlJvXdTkNznl0pXTv3u1Y5wblNTWjYOhE/brW65qbm+3nP/+50/ec6bFhj/7Hf/xHbHduDJElSBbk4b777rPf/e53zgQp2IZ+/O3f/q3l5+e7m0oMrnz4DCzUDKCN62P8DAB3MKFE4I4cH0AuMEFxaMbsZCoAKEwvWFawwWDSOcdlgSEVAgqLNWH1psrpW8QyXehBdcCQwJKYY3ZChwF1YMuFE3KWsJl7e+jQIVuxYoXdcsstY1ZTor2cy+BJxi9+8QvjNwXN77kMfsuQ06H6JEel4s61XOB2sgAEBLBCj7JNVkJTiZC4iQ+VH7D12fVOpzIYlwAc/lol2ROxhJO1f1PBKQcm4nxOf1LUn3joTlilYxeyLn2ktL1Jmr1jwc+xLTdqfYMmiflbrtF4iYkK2I6AnfytA0z2qnSdSeXMVHEtBY7W9ZfZB11rxjaU5B0l3tmaMCAPxelRE6Rs5yyvlgH/9B99hmHbGJFzUEL0iH2LBAHfE3MZ72mc57RU9T0FbxXmahB8dzFZwbXqilxZnl5bW+vAep7Hi7S+Jp2vTlSBjIg78+hb5ZmlukJ9oxVQLPHhM+Az4DNwNRnwAOjVZM/v6zOQkIGOjg7HNqNMCaDkgQceSNjCv/UZmH4GKHn/5Cc/OeUdKUPg5uXJJ590bIIb80+pjKrRlVmd6qlws/lotFVntbo2W8J5RgnUaAwb7M/KzHYN5oscWMrND86viPFnZkbEtGi06/JOy9W0yvr6pc20AOPtt9++KvAz2SnBKH355ZdjJkiJ21CeyOPf//3fHWjNesrmkDvhARsV06XxmKSJ7fn3PgPXMgMYoFxrDeFreX6zcSyAD0CT4KY9sU0AQMANmFtTic25da60GMbXmd5y1zb7ocdHyTEMr5dkdsJxF3LAAGvU70hpSI7SYr/GMwUBh0IChxrD2XZWANFUgu9ZJpXQYw4CuRV0mhlrLeegsmCuAVAmUQPpndaBXMdSLHJlyihpjn62gaww9UETFBOhqcZnV7wtLcs6yxO42hOJTiSUiVWN7A4l3t+7dNeY40zWbpY+Y/q1deAn2zoXd41bABFhEvIMCJ+mzyGvB9TfH126fcJm+Zt7VzqYlGVXidW9wqJamENiJYaHowZKTFjAN81Un3F6P9W7YsI20cT945rnNJkssyW9BjiGP0kbskNSuAJwvVPouwRGaxYma5pgGBtuC53v2KWz/a4xUmRn9b1EGXxIGp2DSh7HhLlK32B2v9EWlaxg7Em5OxUxyAIlK3lP7F9KpEvXJ00ZAFQGpI6ekFrXQfQ50/FSh6ITTon7+vc+Az4DPgMzycDoL9hM9vb7+Az4DMQy8Nprr9k//uM/uptHmHfcSMLY8+EzMB8ZCG4aYXBSvkWJVbNYRNGb6BQ3UG/qz3NGAZRsxgcadJRvhnUDD1OUgflWlWfCNMgaYSjASqjUe27ONzR+K373BfGaMklu4JIFg3OYtDMNDI+OHz8+7u6UwMPYDWLt2rXBS/f8/vvvO2bq+fPnxyz3b3wG5jMD/f39jr08n31YDMfmO7RpoMD6B9NV8ts9psswogB0ugWEtE6RtYkbdGFGj3N2jgeWKHnlWHx/Jx5nzEEX0JvX27Y4tirmMlQewGgtEZBbJiZrazjX3uusVflwcp3AxNOIRCLOjKenpye2CrYZrPzlHmj4zXXwOxZEl8x8MNsB7MIxHdCT4JnPZ5+Wnxew3TuBtmvQFs9bNJ5YLRkJSr4v9RW6ShI+7/X9hc5QrEZsaCZupxfBLW20b+wbNT/SixGQUHidADxK30P2k/rb7fzAxGXqtNEjhuerrdscE/uopH+QpoDxSBm8Y3qLDY60EG0zxjrYuZbdxo2vr/mVbcq9pLLvsAP7+BsHoKUByvKH9BlnzMUDgBGDpNLMLicvARsyGmKhq5oHbV20Pec6/vnCve76D8gEiX7BoCV69R14oKPWnm/Z5Spcvv71r9unP/1pu+2226YEftLGUEaBtFMFIqdnC+tM1bhTYChl96nwd3lOt+Gscjb14TPgM+AzMCsZSJxOmpVGfSM+A8stA7hLv/TSS1ecNoP1wcFBp9nEgHXTpk1XbOMX+AzMZgYaGxudgzPmPQSlmgzSuyKZVxwGA4OyUJcbSMevDPgH6GgRKwSiIrgPC7RL5Z2UeQ1Kp6ldpfGl2j/Se8zS616wSPU98c3M2WuAmszM6Pmg7ZloUsQNMgxMbqCTBeWD7e3tjqU9U7frp556ylavXm0wHhKDvlVXVzsX3T179jjDKpg06LgePHgwps9KmSfl9MkMPxLb9O99BuY6AxjMjPc3M9fHXmztIxuyQvqANZICQRqkR6WwfC8Wyejncn+BYfQDw2yyQO8PIATdu3jwM9gPwxNcmbPELhNFasHHmb4V9lzzDfax4kNOD9KVTQvUQCsVg5zX2rZN6xwYP/G9uXfvXrcfYChmdcs9rsVvBhN3/LYG+tm/kSlOsSpAKjUe4MHnFfZiTyRk9eES+03z9VO+LLVZDY7p2RHOGvO5p812OZVjqLRGep77OzdMuc1OjU1K9LcEaAjICVgIUOdGMfyjZSyOCLjc37HG3u6c+nicflGaD/jZPXhYzNVLmiSOshLJAUe50FdqL7ReJzD4yrEWvSHuKDqkieNW9VG6n4OprpycvxHZ/EQ30L8BuOgWqMOAoxk6lyrprMKybRnIkSRB2DHM0UvFnIkAmCRGzti9nq1/IpZl//Xso3Zr4RE50p9xY0qu00st2+1kX7VRpfTZz37WMNiZbgzmrbehzGJLDbfbYKpyNxh2ZzIkUNRkMjWcUWjhgqlfq+ke32/vM+AzsPwyMP1vquWXI3/GPgOTZgDQKTEKCwvdjOi//uu/xsqIvvjFL9qGDVMf0CW26d/7DEyUAcCL73znO86EBxOksrIyi/TUaWid4m5UEvdl4E6pJjff8YGGHQyHqtRWDcYjjn2EQH+gd4felW4zHEOUG5hssUUvHvhPK59DAJTy8RdeeMFOnTrlGECUQnIj3NbWZlu2bHGDb0rNCW6SE4GcnJwcy8jIcMAn27AekBK2AkAkuoeAolM1gMEt/nvf+5498cQTrl3aDIJ+sBwGDceln1wPWKGAt/GBocW1uJmNP6Z/7TOQLAPJfseSbeeXmTMmekeux3wnwoDLSosaF53vLbUTkgVJpqucLG8wncJi5+MaT2E9rsrxQVl8ryavgu/e+HUL9TW60id7K21zjgz0NHEGKxBAeLrmOMH58R0aRPAdH7xfjs+YDvKbN9eRl5dnd999tz333HPuUDA0f9hwp90tcBuN8FDKgGNSnusts5fbdjiDRDbExAvwslR/F5SOdwooO9tXrvWj5fGZqiSh1BlVycQAoGQSls/+dOK5pp32hRVvaCKCvyI0NUdCwwJxERyQCLswPW3Yrs8/b5cjH9iLLVPT4ybnTCpTWfPWS4OuMgaGM8ZfzvldJfywuO8red+ZJh0UKLk/CcC6U+AhExqD0lKNaWnSP3WV0QtDGPoaxMiQxr1lPQzzisxOax7Is4sDZfZ662bpc75na3Q9kJlAj/S0ZI5whr8s/dIs69N/V07SBu1P9/mN9q3Gg0Ce4rH/8lgM9AQEnUn01HzKMuues9T2oxpLDVqHZFY51wLosErAUFaphUtvGr2IMzmI38dnwGfAZyAuAx4AjUuGf+kzMNMMoHlTW1vrTGdwO4SBhlg/YE2goUTbsMY+97nPGW7SyZhjMz2+389ngAzAlgnK1tBIgzVzfP8ZsT+znZkR+lSjunTDYn92yqQjO0H/E96E2A69FY7BUyPWAQxSRPmF5Em0Xw6lunHJ1mC7KgTbQjcbWpfZesDS2o/bYOHszdSjc0apOVISieAMOrtBHD161J5//vmY5m5FRYV9/OMfd8BmU1OT3XTTTcbfJRIV8cE6GC433nije7COtp599lmn1xm/bbLXML9/8IMf2K233uomNuJvzrkZCG7cYX3u37/fNQFDIh6cvRY3ssn67pf5DCRmYKrgf+J+y/U95igvSpsTaRBkQwBXAB1g1k89UlTCWqw22sS077AGlQAHDK6C9B4HlgA8UT6+mKJfpbnvi/E5G8HkVGAcx3cq5kh89y7X2L59u+XmXpvPA7+bdXV1roqJfANi/qJxj0YIQxoXDDggkPFCEFWhZru9+KjTCs/QWMHJ6GhCFc1wQMFzI87o7eEcaVqmCUAUiJogiZCdPuBKoDtUYTKdeLNjm2Nk31503I1RANGIAPxkspdyciZ8s8Wovjn/xKQAKFUeTGDeddddtnbtWmPi87e//a293LrdTXzwd39D3gm7VccE+A10gbfkXLB7Sg/bN848NAaAxOQIdA+jpiBcpY2AvoDBqZfRPgcbjDw7kJTddA7k/I22jTruMQdGo5nK/ozvVoUa7R4BsQCtbplA5rr+EvvhpTusSXqesxWf+MQnrqi+mVHbWSXWue0vLf/I31ha93krTu2UITxjTp1xWrYNhYot6+x/Wkb+Qetb+Un3fkbH8Tv5DPgM+AyMZMADoP6j4DMwCxmg5PWxxx67oqWqqqoxy2CxwdADKGFg9Qd/8Afu9ZiN/BufgRlmgM8hYB9gG7Pz6DDBMDzX3+BuVlZnNxk3Hgy+0WaDfVSvm+/TAjsT43hPlXM+XSOdrlIxHbjFyU4XI0NjUidS74BPLRyhK1DSNrTvf7Vw5V3WtfXr2iiU2OSU3wMQMlkAM3Oq8e6777pSc5gaBO7BiQ7CMC2Dkne2w6woMQAkYXqg04mOL+XyEwWsTlziYduuWbPGAa8wTQkkMGDPBOAnyzAFePzxx2OlhddCy43j+vAZmCwDk33WJ9t/Oa6nJBVtxKuJ493VVp7R7lzg1wgowlka8Ijv3LqBUvuwa7W+dkdBpqs51mLcl+9ifstgJBIzKbNdjOc9Xp+T/W6Nt+1sLH/wwQdd9QLVFkEAwMW7tFNNslOmiLcWHZHea6fbjEqSQU0GADyulKYnAYDapgdl29eLDYmOeHi412mSsx4XeTR0m/rz7cOR0m6WxweyPgB+A9IdRYYnmDBgm59evtOBr1vz6vQuSqVkPaAnDOs0Sqrl4AOOmKfKFYDQipUbHSmBSVXIC5ATANmZ2Aw+c7RN8HsNCE+VCcaR1aEzAnyPO/YlQCZjK8ZHmWmDqqBptv9x9XP23859Jrqz/u2UU7rkR1VZg5lQdKzCPmm6J3DjqmiXdV8Q22UMGMpwi1VF0hz9WPFhTZrIlEnn2aZxXbokOHLFSC3K6IuCh9oyOjwbtHXZDfY/r3nK/uHsQ1YfGf2+CogYwcT56FHHvmI7PgeMs5h82Lp1qzHRPFsREcOz/eb/Zlnnf2GhhhctvfeS+j5oA4Vim6blChg9Z6m99ZYy2GPdtV9WAudeA3e2zs234zPgM7DwMuAB0IV3TXyPllAGKisrHcjCAD4+AEZw2v3GN77hSne9I3R8dvzrq8kAg9Tbb7/dDdIBEmEvHFQ5FDchq4cane4Wg2/E+i+LwXSgc51uQK78KeCGe5/cT7nJwICjUGykkPS1UlSWhL6Wux0fGY3DXUiRK2pG50m5dco4ISXVurb9LzM+DRgW0wE/ORDnCTsj8YYlvhOPPPKIHThwwN28wCiijD5ZAGACJPOg3b/5m7+JMWuTbc8y2KQ8uDm/99573Wbnzp0bA36yEBA2AD2DZ7ex/8dnwGdgWWYAoznMg3bknXP6gJT+DkZSnTHM4a5Vck4vXJZ5CU4aDUomrvg+JpAXWq4Gk/fcc4+bPA9ycy2emVh94IEH7Mc//vG4hwP8vEGmReWhDgGMKdYt2YOQKkcyUrodYNcqgI6J1LUqjccIqylS6JzD7xBgCphXKM1PQZP6L8U5wl8UY5ExCgHbdJ0cyAHxmJClIqVfY5bmgXxnuIXkAmxsIlsAIPqYjGmQ7wEsDKpeGNMMa5wSZVpGQdB169bZI7/3h27fqf5DxQimp8RD5QfcuIiSdowmXbjxEbq9OMe32MasC/ZR30q36vXWLbZR+qHpKoBHO5i+0RP66YZTAfAJEKrXUQAzgHJdE9qeUvioJmhE+zORDZDL9waMWsec1EYIarAOgBVANlfA8eMrX7b/98xnXUOMRdAgh2HNZC9au4mBTNAdd9xh5ImqFtjHcxVDWWVieH7KAZ2cfLhwu7V2dFtfV58A6a0W6jrlqoxCLfttoOKOueqGb9dnwGdgGWTgyrveZXDS/hR9Bq5lBh5++GE3k0w57+9+9zsNaBi+RAO3+B/96Ef2ta99bULgJtjeP/sMTCUDAQj45ptvOlBQU+i66VhnJ6XDhlspbA3Ky0Zd4ZO3ui33vK3PvuQG1LqVsRAuHPr8wlsIyrQYjQeWFJGUdEvrvawZ/FctffXnLZK3JnnDkyydyGF9vF2Li4sn/RsCnNy9e/d4TSRdzqAfJvdUy4NhSLS2tjrGEuBpYsCc8OEzsBAzEC/NsBD7t5T7hHYfmqKUFeOMzcQTkiU+ohkI5ER4Bwhz+PDhZZcaqgxgJc5HoF2/bdu2pHkvSu+y2rxWq8jptz5pYQI+olnbp0deWp8zYuwQ8zFb7E5kHYg0lWe3RArsVO8KWyegD+YnIB74HxO0tQI7/2Tl83aku8ZJStQK+AQ85e8DgA9zsGIdt0PGObihv92+USBosQMBgRTDYnymarKWtqLwYYAsUsEi7XMdqXMw11r7rvyNpn8TxQ033BADQIs1OYxUZb/K+eNDXFMBj/pX53lj4ZkYABoR9AlbEzAYsya0SgmqwkRMVa+iz44NGtdgwAgNbh/IAfnqVl4zBKSGMKYU0OnAT+3HXQZt4qMOyNov9/ZsgaBl6R3OyKo1km+7du1yR2B8Q4l/MgD07rvvtrVr17rtrsU/6d1nLXWg2YayK627LxyTXkA7vXbVakuXTmha11kzD4Bei8vhj+EzsGQzsHxrapbsJfUnthAzUFpa6vQYYeYlxnB/p3WcP6Af/dHyosRt/HufgZlkIF4nk/07B3Ock+kpGVTgZhrlQCRvGcfRPQXHbbtYScUCTbt1Y+OYFMFIXLsxyA74FI5VMSinYpUmpeiznN4c1bxM3vr4S5kU4DHdmKkA/1SOg9ZVfn6UjTLZ9uFw2OmW4kLPZAcl9QDS3GR86lOfmtWyscn64tf7DEwnA+jh+pjfDMAGbRHzzYOfY69DvOYlYBzVNcst0PWOn0C/1ufPZD7STYlx/Zo8u3HLShvOLtd4gFLz0eiRnAPMxDyB+ow3qESB+Xh70VFpcH7k9HP7B9Od5EOaGJtMzjrGovbBaf7W/5+9N4+O67rvPH9VhapCYd+5k+BOkdS+W7ssW/IWOU7acmynbSVtH7tPOpOc7jN9Zs6c6ZnuOT3TM6fPtKeTPybOJOmMJ3ba3bHi2HJsxdqthdookRRJcScIECD2pVA7MN/PfXhgAQRAgARAEHg/CaxXb7339967de/3fn/fX/URu0+Zx1erPwJAOKiQ+nbp5PrJkwAz14pluaeiRWcfVYh5mUsEBPjHJAL9ExKMsR8h8ICVlA+ZiTeloXklsh8wkPnDOC82lUQFYCXdJZio2Jp4j+0qa3Gh82hyAhLjD86Q12ePQMn+XNz1q9w/Y8dzDs51EfzUAfrOPyRFIos8TFCf+env5z0rKpnAUsqH/8Lad6PAZOR6+PON/s3kPg4TxkgpLaoVMtL/zCuxVNR43n1DfmE0HFWkkVi9I+pnBhZ4IPBA4IGr8EAAgF6F84JDAw/M1QN33XWX7d2714UnMxP++aY37FvSCNpy4n+ymtd+16re/m+tpHflMRvm6sdg/8t7gBnzK2FScmYFVdmTjW/YrvJzTgeUbKe10aQbnLiOuPbhc0Sdbv78zviohOvz6GsRZjaSuXwhp9jjclpUUxziVhH+vlCGbudTTz3lBgO+xujlrgX78wc/+IHTE/v93/99e/rpp6fUHL3ceYLtgQcWywNoUi/6gHexKhdc57r2AJqLvgFuoQm60gwpgGI/LHb9AcS+9KUvORYqACA6mZ/73Ofs0YcfsKgIkMOwPwU6Opam1ynQv3AaR52uJ8nBenIVdlPFaRfKXi52aHumVkCgAFABeTGBiTAV02JDE53Ska5Q/yNj9bEhB16ScBFdUcC8IZiPAvNgeAIiwkJFqgcA9ujwOk9rU0eRaIntlKEE/U91XLJiqL43uM1e6d9jVyo/BRiMDbvyeEDkxPuhSBkBl1z7bLrRbWoW8NggiYAOJUo7MNRszysD/WsDu5TJfYcdTa53mqfvJ7e4xJQO3wSpxdwXb9GBoVqknmm0gsXqjI6xP0cUho+xj2dj3yd8C9u9j/2GfeUrX3Eh7f6eTCBPBreJCCA8fjFtNF5vIyXlFs71GVE9vjEpPjLcZaPaNhKfWrrI3zf4DDwQeCDwwOU8EITAX85DwfbAA/PoAYTEf+3Xfs2yfS1W8uofSNPmtMumnU8qXEaJaqJJAU4S+x666b+zXO3N83jl4FQrzQN09KcKwZ7OD8pNrrCzCxqopMRSOOeSFqAbBYMDfavSyFiGU3XG/f44jAOAUK/HrWXtN5IesFBNrRWuMPx9uvJdbr2fJfhy+13pdgT/v/a1r9nf/d3fTRkqNt159+/f78LLXnnlFWOZMMYvfOELBiscsJeBB4kX6OwzsA8s8MC18gAsZZ7x5557zt56661rVYzguoEHLvHAZL3kHTt2uLYU3eWVYps3b1607O/T+RQQFB1S/nwb7ftQwFSlZYaHxKxMODYn4emAdOrZuonTlL5dEPCHVud90v0ke/qZVIP6EgIvo8MOyEzm4zp2xOKjObE4YzoiYtlC2K1LKPRdZ9Ilvd9IjkPfkhBzYYyOBbmhtMt2Rc7pqgXHoGYbeqEwfdARJSwebdK/ab/bDghoxPwwcPdlDv/Anrz55pvtvbY37cGaQ2K5iscp5qJjYqpWfKdrNCh/vNq3050Z0gOgLaCpb0N5T+YiKpIoIe2/6rvB9vVutyeb9qk/1q56wd6UUW0tuIln1aY1VevAT0DhuABQkkJ5ETrePhzijhvzFyxcdyZlXK/b/Wk2T7BCQUDqWPLG4g1osU8GRou3z/dyvmqrjZRtsEj3W5JF6LSSiKbjCyNWm1A9M62Wr9pu+Zob5/uywfkCDwQeWGEeCADQFXbDg+ouDQ/UtfyVlIDOW1qdofOZGtdRVLyONYpBJ1UkK/vou9Z/9x8tjcIGpbguPQDYDpurpaXlsuW/QVqfDyqjaHVkyAn6V0dTjlWQ0+CDMDI60skCelrKTKwOtwtyU0/cyfd74xF1zD39qbwkrZKhJivU33XZ6061A8zVuRigIUL9U8lLzOU8xfuePn3aTp486cLXObdvsCGm0snyt0/1yaCCjPYnTpxwmzs7O+373/++VVVVucy6/jGAT3fccYe75lQDEX+/4DPwwEJ7YC4TJwtdluD8gQfwwOTfBSaOvvjFL9ozzzxjbW1k/F6e5mccp3bXSv/zcp7NV22zdEySBPmUY4DC5mQiFdCR7OaEdw9Ib/P9gU0OAIQhOiSwExATA+RjSb0LQZyebiaMTdYCoobUT2YH+hv8EcyOub6Ijq0W8xMtzh2JVqsWWzTmbRb70pweaVu6zoWXn0412ev9O9Sn8aQ+SOzD35UayYH++I/fV0h5l8HuJAt7iUK0MSJjhnWdv2p7QN+8oTYAJXOcft3cjmP/UBe2U9+WbIP90bnP2j9Z93NF4bTIJ9RbgKaOLQjEHciV6txRK9EyoPL6eLdj2AJ5sj0CGKu6A46OqJ/m/Kvl3Gjc0ru+UXxZt4xm+fe+970ppYdIGknfBN3TxbDRsMq44dMugiiipJp3bxLrN5my8uoGy1dus5y0P/OVV37PFqMOwTUCDwQeWPoeCADQpX+PghIuNw9Ivyba+75ZdtC6lMWSDo9nYetMx60innEi34TC52t3L7faB/VZRA+glXY5AHR7os2eaHhP4vj94+wFmBNQDSIKGSu1rGNjMBgh82pCgxttcoMQOvJ06Blo8Ennm+yth4Y+ZveHr+znZSrmGcMCwuV4VwiB8+gQniMBEmGtzZe9+uqr9vLLL7vT7du3z37v935vPLnSbBMhcTCh8oQJbtiwwd5/X+97kaFtVaxvxSbAVdil/D366KN2zz33FB0RLAYeWBwPwBz/4IMPFudiwVUCD8zSA2gATjakSb7+9a/b3//93xvJ55ajoSFNdANAaHFI8FKq62g4ZheqH1Co90t2R9UxAZLDDnyjz5ADtdMnoOcj9Qft+e6bHJyH1qdvhMATKg470jOOAcMLCeSkf+GFshfE+KQfMKRQ+lgoZ+VKnFQWARwcsVJ9F1nQHcW/GF/RG11f2m0HuzbaS7173Xr+QVP2ySefdL/T4yvnuMDvOxEdf9zyGftE/Xt2W+UJx2yFBUpo/9903KNs9152ek6Nti/9lxrJCfVKCsA3WLLVAoxb0vXKbF+hMmddpviY+lojCuEPC1jNEd4uEDOqPllNbNj94Z8BMUiPKlHUutIelxQqLR+5DPP00/QfRv8sM5qw7M5/Ytntv+tfdvzz9ddfnxL89Hdg8naxAFCuWSjfZMNbv2qxzn0WqW2xShFDRuLKEF93i+Wrd/nFCj4DDwQeCDxwxR64shHqFV8uODDwQOCBcKZXU93D6vJ4s72TPZIUE7S8NGNhhcSbBQDoZP8E32fvgVtvvdUA9EjMM53dV3vY6pQZlNAwOtNl4bTC3XNiDRTUvSaUS51wdeh5XqEguNB6baGDz9CjLJJShz0vVkXUJVii0y8Cqd0/3QUvs769vX18D96QHeVt0gvrdOWC+UEip4+Sa+1cpmF8v6tZIFEUgGc8Hjf8dfz48QmnK06uRAZ3QsLQYWPwwx/JOPhkgA5Ayv4wJmDrcM5f/epXE843my+Ey5OQhmzHnCOwwAOL5QHaipnai8UqR3CdwAPFHpiJlcyE0Wmx9icn/Ss+/npdRirletDljTfstDZFM3kJd0x9iTKntZlStnaYjU3xftsQ77R1iW6n39lY1m8xtTXZ0agSMlZKY3xQ4GFW/YiwQFM4jyGrCKc0sTqqkPFSgZ5lChEXOUDAaVOs3/U5gEgJay8hzH0S+KlN/K+zeOHxj9YeMBigx1ICCxUZ88QTT9hkWYUreUYef/xxF9HxXPetxt9Mdjy1xiVz2hDvEoCbd2Ao9amLJR3weTq9ymmto5G6U/rrq2O9bhIaANiLvOHs8oyHhWoJ9mvKbq46ZRfQUh2NyX+CU/MRN5ldJn8BKneKJTrywHesdvMdlxSP/gzSPDPZZPb1TPvO17YLyoP53Cv9Av03ObmFoB80X54NzhN4IPAAHggA0OA5CDywyB4YiSp7ZEQC7prJJcDHC265WIiIQmjIdjgSC4S+L3olWLoSDxAG/9hjj9nPfvazSw6HkdEY7bN6gZ8MEgA/MQYkdLjpZdPB9tieDCQIp6L7rdAusRgG8uUuuyoaV325MjE/G+xNhZflxBJValXr6OhwSRLcSWf5T39//zgzkuvdXnXCtkgHq15Z6NNiiTAIWBPqU6h+0kqTOTs+vMYBhbM8/ZS7vfDCC3b06FG3jaRRn//85+3nP/+5qh8yBjcwb3yDgfONb1waQuZvnyoxBxpjZ8+edQN0wOPZGAAUrCbC7eeT3Tqbawf7rGwPXMskKyvb80HtZ/IAOsnTGZNFSKDAnl9uNlO9l1JdARM3Vw6qdzDiwLzkiNef8Ms4oD4C7E3CxQ8NbdTEaVrMzF7rJWu7dMZT6lPEBQoSrl2hSdhyRULRD+lUxvf9Q5td/4NkjPyhpYmxPSbwM66+9GRz4CcdG7dgmtTN2MdXHbe77/+X86ppiRboP/tn/8y+853vTC7CJd8Bhd8e2G65ihKrGwN8yXjflq7V5PEql93+npqPXEg7CZ0IYQfQ5LPEcg749LsQ8GezAopJHFUqkHNVvE+JlTY5CQIunNaENFnm69R3ot+0tSytM0w02nrkeWYyJnTvvvvumXZZkG1/8zd/Y+j7MqkM+FmsObsgFwxOGngg8MCK8kAAgK6o2x1Udkl4oKRUIt67LTJwWp0TzfzmylUsN31tVbDpYlEbLV8XCH0viZt1bQsBIJhMJp3G5ZWWhPC5N954w9B5whqj/dKVanWMC4BEwrFgIXhwp5dYIC3tqkgoLfaAp7dFtlH2KS8pSHOq0j4Y3GJ9hQoX1gbzs13Mj1NiV3hJCrySAuBNC94ppCmSbLFwQakRopVWKFtnHRe67Ic//KEhxo+tjfdosNTpyndWGl55gFVZQmFvazRwAmhtE+uBTLRXY4DEvsEyImT9m9/8pr9qys9Qtl8aVVkbjVVpsmJmhiYDw927dxvan3MdzLa2tjogFIYTg/zAAg8stAd4H0h0QgbgwAIPLBUPdGtSbSaDnc/EFZnSl5ORKO96sepE2IFteZesaGKpSVgEEBdXqPoxTVwSYZIdOa8s7ymXwOdUapX6FxmXtCiqfUbFGu3OV9qbfdsda5P+R73AzzJN3G5OnLedZa0K++7Ssezr5mt9rNOBnrAk/fWUhFD6LQ0h69u4cWLB5uEbbSa/z7N59tDsfFGh+KsFWFYIBM6pnl1a16cJ5Xurj9iqWJ9C5SusUZ9UhL4Y/oiPjdahTfioLrntMwJIS8kELwXVTCHiImSKq0QSy6ZE2iK5gUsAUADGy7XzRKFs3bq1+JQLvkwUUHFyszfffNNNRF8LIHbBKzsPF2BiPUigOQ+ODE6xojwQAKAr6nYHlV0qHhje9rSV9R6xcPIDW6PQoJw6MbGSkMDPmI1WNVty69fUY/NA0aVS5qAci+sBOoB/9md/5jqohGtdabZSwIwvfelLLlmEdR+SRtdxF4bldaPRlJJwv9OgGlYnHLZjyHXA0QEtEWuCELQyDUxyYmBeyFTZoeRG+/vu28edAePjlsqT9purXnesDrK3nhxebW+3jtjf/u3fWvOaGrv5RmlvJerdMSV9hy3e8YKFh9stOdhjg8N5axuK2gunK2xA4KpvAKA1Yi9wTR/8ZFtqJG79YpOQ+GC1BgnFSYr8Y+fy+fDDDzuGAZqde/fudSHs0x0fGRIboeNllb1NAKiY2tEKy0mTKrPqYcVTTGS8ADij69nY2GjPPvusBmNQUeZuaNsx+P+t3/qtGcvGmbnG888/75KCkFAJUCCwwANz8QCD+Yceesh++ctfzuWwYN+r9ECZJnY2JS44/UROBQhyJt0ogCOY+MAfTAbRpk6ng8nvHAltjhw5wu7Lxq4nOYp0uNry6ssmxMqc/NwiqwMIioQNfYwjyfUucgQgkBD53nyFdWhCM6uJTTQw0RMXH3T8PrLPBWWQxxoUAg+zsVL9Egyw0316H5x+3BwIOrYxErl4vvEd5mGB392ZJBomX4LJWzRMN5a2SxagxwG3napbXWxAYGfeyQd4QCcQp2JuVJ/i7oPXd/PO6kWQIVdkLhx+UMmmio0Q+NKyShtV1Nlkm02ZFxv8pIz+JLhfXsqJTFEAgPoe8T4Br0leBWBMtBISToEFHgg8MDsPLMyvweyuHewVeGDFeqBQvsGSt/8vlnvj31r+wgGLaQa3tLLRCtXNEv/+bcs2fmzF+iaouOcBhOf92fmDBw9eMQDK2Rg0fu2rX7LeF/5nC7X3KEStfJwpUCnW8RoNQkhcwACFBAN0ptH9RLB/QAOWc+kGrU/Yh0Pr7XjqYlZ08cTsN1a9oQyobQIr0+qoj7iwtK1iaDxYe8hCQ89Y+UmxD85GLSYtp/zah22474JlBj6y3sGcdQ+k3GCpVsfdXVVvv+q7wTEhKHOpBlExdd4J45pshHfBnmCfpqamyZvn9J1kCMgEXM4y59+zzIG/sOjAMYtqoiISS1hVqSYtxGSNpC9YavOXxtmgDNbpmPod+audnT9z5oyRqODOO++0l156yckEVFZWGtniKT8Df5IxEC4GWwIDfA0A0Mvd1WD7VB4geVoAgE7lmYVZ16SJHOQ+CO+F4Q6CQ9tLZum3FDILOHS9GxNlLlELIbkCdZBc4XcFwGs2BhPyL//yL+3pp582Et9NZevXr19WAGhFRcV1Bfr0195vgxf2uygTJvXRFcd4pvm9JunnQYW/r5K25Z6KFjeJyeRrRrI7ZWLukiQoWyi5BDydfK+JOqmOKgx+LLx9wvZJ63xwlH1yyiK+EMbvvP9bf7nzV4SH7XNNb9k2JZ+skVg6MljYyGiLkx/Cb61KhjSk94MkTyRxKigBUkh8CG8K9eK/owqf949nLZPGhNYzSYwv+3WO+tiQdQxpwniKzOmziSpB43wx7dixY/aTn/zkkksSSUPiyOne/UsOWAEr0Dxua2tzNX3vvfcCAHQF3POgivPngdn1PObvesGZAg8EHhjzwIg6JJFP/KlFh1osNNxqw6UK863aEfgn8IDzAGHThK4TAg8gcbUWS52z5sYSGwo12+mTyfHTnZAwf5mSDwCANsQGlXEz5QaohE61ZBrtP3fc7xgJ4wcULTxUd9B2lZ2zCoWxuZRJ6oUz0G1QJ9x11zX6oJM+auro9wkQ7T1skXxcQOo6l9QgFi51eqJogyH4v0vC/2/073RXAOQkGQJJmAgDKzaSLgHW5kLxRUkQkUr229Gf/XvbUHLGOpSldVChZlLgcnXdvUZSFgr5i1bss+yqB1wxYW0WD4iulP1ZXGcATZIjvfXWW8Wrx5fJiFycKdm/5rlz5wwwnVA2QNLAAg9czgNMmARh8Jfz0vxsBxy6XdmjSfQ2mC+182LBYbWSJoERijgJ2audtvL8XNKdhWR3JZp4GhZYQlu6kMa17qhW5IGAXtp694ugNn1b2Xl7Z2CrZICmBjQnl4nfwmeeecZFNEwF3gCALgcjgR5Zt0muV5yEb6nXLVO+xd7q36bJzKPu+a0KKRuijD5Aj6Se0PLkOb67+iNNuvaKLUrCI+lhRoYU3j4okDTlJkEB8KayXeUtdpeyzDeOJUFionYMFbzI+nQrvaMd+AkyqHWjktpJ7vq2t2Ge/0Wj8p577nGTlDOfesSebNrnwvcrSzxpA3RMibLhLxHKatI3YjeoH3RWmur4o5zET2GBpKoM7412c20CE9RotMcVwQM9lK20GVSfKjerPSEa53hqtR0bqrbU6SFFuEwsHc/XTIa+aV3d4uUioM/E+z0V6xnwE43fr3zlKzMVeUVtoz+HBBR6+/TvAgs8EHhg9h4IANDZ+yrYM/DAgnhgpGKDGX+BBR4o8gAMv29/+9uWSqXcQKho0xUthnKDFiqkrbJujdX397qwak4Ew/KDwWa7peq0WAjmBuFkEz0jTc+Xe/eMszgmXxT2500VZ5SQIEm3XBCguuPqndMtR+sLG1HHvH8srL5UA/2EwuAqxXbmmEaBrbAb6NQXNAAnRK4p1+tCwBgUtWdrbVPugsv42pmtEsia1v4kSci7bLEkQBoqWWeEri+0tR15zcpHe52vvBA+74ojqu3h9oJtGXzLKmPSFhsDQH3wcT7LBasUJuh0Vgx+ss/OncrKK3YArCkMUPYP//AP3XLwT+CBmTwA6MLg+HK6izOdI9g2Ow9sSnQ6bcMhTQx1i7XlG1qB6AHCCoU5SQbr+TDYpk4DukQJa9RO0/6fE9hyWOz++QZZKS/t++3VJ10yO3QcezWBxO8F2o/NpR1u+8sCeAFrio2JNPanTARD7xVjkEQvNrzf9v3wI7v3i//KImLAFxtyKJs3b3ZM+OL1S2EZ4Jc/GH790nvkt2M6u//++x27f7rtS3U9Eyc/6tttvQI7b6866XTGgeP6JOewf3CzkvQ02yN1Bxz42eMmEhNjVRnVsz7gGIw7y9vcvpPreFfVR3Z/zYc6p5fUZxznHF8YP5UDPMePZ7vok/03/RsrVHmTq+Pb5nEBKR2yy3/wwQdGMsWpbLcA3HXxbkuUZF1fi8kNN/mg7hJZ4QvyFVE0dWJt8v4zGcIzX6V3JSuwOAoQ6vahfzWiJJR8ZZlKcqzeNgeGKs+qomd43prUfhwfWmX7xapkkrR4koDoEULcmSCdbETWfPGLX5y8ekG/83tTDH7y3t9Sedo2lHY7zdjeoYOSH3rYRqQZHxgqaWE3UYL2MYk8iRC6niZMgnsYeOBaeiAAQK+l94NrBx4IPBB4YAYPwHKZiukywyHTbhqNlrsQ7bDE8AmZJiFPJuNpaNER7xQL5/DQBnu1d5e6nZf+NKDLBbMTjapGN1jplpZoj9gJZIr3MsQzoC4ej7BMmDoMTsLWSgVgokm1RwwHEibB8BxWyD3HRbRmvQYHZKfPKQzunMLA1sQbXcbXGyvOuoEBA2L2hSnFeSvK/QHUtNWelw11FSXWp3pPFY4PeJsXc6Ht1CFbe7N3OTISt7S0GEms5mrcbxJXcW+QPsAAeWE/zdZgbjz55JOe7uvYQQDpA33dVhMTA0v3q1DaqBNPzbSZ7XWC/ZavB4qTgy3fWl77mlVFhjUxlHWJ5CaXhjDxGoX6VilZ3XzYWrWvdyjUHrY9sEleLDImpWpLhnSNYXtd7Hvas/m01WL6rYr26hdlRG06bDLvFyKVjbnfEZLyNYvpeliakBjZr3coSV+jgBtAUAAhmLAkv2HCDEsVTljqJ0es6vHvXAKGIPuBFMhSMRi+NwnEAcx24czy+aAmBakvwPNkg3GHtMn1aABs2KHkJvfHJCnm9ydgeXJ/yWw+KEmdixYS4Fdlm8s6XXh8yJr1fF7sSfB83ltz1EWo9OfiIkPqudXzQHb06WwcFgzHrP/mf22Z5ien23Ve1iNzs2PHDvdbPR0AulFAHtE2sD4BL7OFi3UECC0Rm5Os8ExEN6iPhRwR0kNJ/TFBkM6X2NbyDiWSUvSJ6zOp6Ho/OADwk+M8niifngcJib+/7og923WH/exnP7NvfOMbE+r7m7/5m05W55133hkHH+k/fPazn13055AoF9+qdc8/L7bsmpgAY91rVc9GQjGrePufK0fC05ZZ97i/64r+RBoJI9KHSfDFZOyuaMcHlb/uPXDpKPe6r1JQgcADgQcCDwQemOyBQnmzBourraT7nJXFao0kOTAEz7WcscZIj0tIcF7Z3P3BysXjR22HQhW3lbWJvTks0LNf2lQpx0qAkUkXnj9NRrtB9cUuvdbriz/oI5SdPdhO5z80WtAAV9/FUiDhR41YEQwO1mrAfHS4zO15VKHysCY4CvAxo0RMMIJIiEB42GObetUr1nnDC/tT1rh2i1U1b7cLLUqw4Y3BVQvPAG6pU2d/znx11Pr6epdJHh1QOvV8b25udp1UdN1gOZw9e9Y/hfuE9YPO1fbt2x1Tg5W7du0ydJ5IiAWzhIFxMUOi+AQMwHzmqZ85mHMdPnxY5Ru17bp/mdf+jVBkkkYAAEAASURBVJ3sbtG9CtmmHbdYbMP9lmm6f8H9V1zOYPn68MBiMKsXwhMfqz5sN1ae9RKyScbjo+F19nwP4YHzC+zNV9lp2/jj38lGWCwmeGPypjl/J+v2HrWl6AR2F7HvABnXlvZq8qnLtiaqnb/mfPIZDqgV4AUTzU+wV7xrr5LZrVN7XyOwAwMMvUvh0R5YqCRzWrdRmb6ZdAOsJZqAthZGXEXuIys9+L9Z3x3/Xu3XRfYoAOhzzz03bTvJdRbL+O27t+aIEt10uQm7YYFYUQFWTQrhLpNPwoOjdlaJrortrrvuKv56XS1PTlA1uS8Rkz94DkmoONl4B/LSuuRew14sTny4RxOg9D1ShaiiTCLuecoLKHRvhR4IngnfeGb4zhtVKKm09JYvWXbjZ/3NC/452QfFF6Tu/nvuiJtFG/1y07ehr9MqcLxFfzCGO5Qg6UyqQW+q14Y1lfTY6tI+u09Z45GR8IBgPOiZ0xyXfwiRx+c7y1rtWbvDOjs73cQqIfu+0c4/+uijRv/j/fffd30MkkEigbLYduHChfFLfq7xbccQx2eDmgjCc3VlijSSBnvZsT+1QoU05ZWAcqUbkw7IA8DsnenZW+l+CuofeGCyBxa/hZtcguB74IHAA4EHAg8suAdGxfbLrHrECIUvUScyEm635qqoNW8vtd50s50YqrETHZ7+XHFhtquDfWOFGCwKxVIyTquWXldNbNixCP0Ot9/zdt/9nrxOQicfkLNMOlYY29UvZ0TvOvZ0bmF8MiAkJA4jRPOoQAtsY6JL5wjZieFV0qor5TDHJOVznQbyJclTVjJ4TB3hG9h9wYykZVXrdls8e96SrWlponrJHQAPVgkQ7lPm1Zpt9064PmDll7/8ZccEpXNazKgDoPzOd74zrhNKGNqDDz444Xi+wCjBADZvu+02l/AIXVgAUc4HK5QwNgbNMDg+/PBDtz+aUDBISSiAwUDaoUFQXVZ+lwyCiXmSO/eaQGRphuX6Lb1hYdkxrhDBP9eVB2AMX0/GRMTvrPsHaWlecJMuMKRoOzbEOzWJctb+pOWTUu31gDIAOULLo2JcDeldJtx0ppDkhfQDkz8kPKqTfl/7WJZr73qjYmYmXRI6Qoqv1qhvjcKH0wKRitl31LtdE1+EmaLLCGC8EHYRnik+u34M3I8G8HTBtVNEAQwI6GzL1An87NTOik8QaJgTmA1LjmiCQfmLkOlQz2GLt/7CMhsuAlyAO4A5L7zwQvGFFm0ZhiOgFMw7NE/r5feUyn7aAZ1eZcvECmWiLz3S4sKcS0orHXML8JZ2/no1fpPQJeT3aSrDDyS9Qv5gqonEEoV4kz2+GPzkPCRqpK/A8aWaJI3pvU2SrFHvMUmUmGj1TLCn3nsiWkaj1ZZd84hlm+6z0ZKrf3/8K1zuE+kQojiySuo02ZC4oP4JtUT0jQAuC3RmZES3IBnEOur2Rv8OOyn9zqnsQr7OLgzV2aOSEyACx1Vf5xk7FbV3y4DA+AYdUYBlJo8BGTdsuFRyizITQn0tDYAW264EUWtiPa597shUqS7eBNBwuMpKo9JEHW6z0rN/Y0M3/vfXsrhL4tpPPfWUywKP/MfVJttcEhUKChF4YJE8EACgi+To4DKBBwIPBB641h7I1+61dCRm8Y5XLJxSuJHYk6OVm61MAOKO1Y/YbS++Zvv27RsvJgwWmIOAn4QvblEoIuwbQqhdJ1s97ouDD4C6id/ZxjpAUMxnKfIN9qhvsENrBAAMCEgktN23ag0mE+q8d+UaHOvTX88nGU6jg52qh1gDCwyAjophlFn9qJVKPuDWssM2MDhkvQPD1lRTatGqPVaov8Vy2397rJYXS8lgfKoEVgwUP/e5z7kQdRgYH/vYxy4eNMUSfqODiz3++PShX7BNAUs5nz8YZSCO1h7yBael89ef8UIPoyWN1pBqN+vZb7nq3dJH2z7FlYNVS8kDANwwgkmQApN4oYxkFFznerJfa3zTNic6XPuRFsMsq0RlsO0I8QZUe2rNq/a984/YbmlJbiltd4nbAB0yAgS781X23sBmZVu/qMG5WHWHAbhZ7eomlX2NJnUA/wA0aA9hPcL+Agy8WmOiCRCE5HKTzUuCpCQs2me+DdYmiZZqlGQPYKfYSLw3LDCTfZBVoa3KCKTplUYm5gFfIwr9jbvw4PionxAv7LJkx9LSjO4/PAEA5TiSCAGm+BIirFsMA7S5XRIDJOkhmoHQbSb/OpX9vEHgc9eYxiv+IMlglepPWPhX/um/tGJW3mKUdaGuQQjudAAo2qckvKLOayTDUKnf98qSjAM3mbCAmdwtVvAn6t7VPkMucdJrAzsd6A0zkn5CRPAmTFF6IAD5lQJBkdXxox8Ay1IlDRZZ+6DCpJ8QAKoIh0U0fs/JVD6VD96X1vqtlSetQhE0RGFEAS9HCiqdB3xSp2G1R+cz9dOCn8VVqZDv/HrTZtCvcp9a8PpeAKyezijPYb9C6H/5y1/aV7/61WvC8Cwu+1TLvvQDLHVkQYbzMdXpIvudCd/qqtUWTZ7Q5PfZqU6x4tbhs6kA7RXniKDCgQfm6IEAAJ2jw4LdAw8EHgg8cD17IF+1w/KV2y2c7RYTUB3oeJ2NRjxQ7LHHHhPLc8TefvttV0XYKwxC0dx0g3IN6AANGH4wOIexMd7rHnPKJSCo7yydwHXW1TMHQMX8TjvniEfyVh0asvWO9eMd5F0JHoO3v7fW+5d1FUoU5WLvizcs0DLhVqnwFy1e+rJVioFQNZoTs6TCsU9zqx+WDy+Glc2mCLt373agJqFm8wFm0QkmaVaxwYQKtzxn1ZlhDSwrBK5cBDhg2RTKVwlA7hCL9ngAgBY7bgku/+IXvxh/L48fP25f//rXF6yUJNwCBF1qhqZgkxjXgCGdRaxN2IN7BGwyeTIkQM0D9JTgTYzBXD4soCmj8O4OgQ/HbWtZh0KtBxWSnXChuLDRABsBB19VApfJIN1C+wBW1r6B7Q6oADgjOzTNY7+AIBLBkSV9PtipJLbjWrAPJxvsOhCTyYmIJu93Jd9J5MK9qkykvOQ3YrPCzHVh7LovZwQAn043ObYkiWBg+fkmqUdnhL+SZI/fHt/4bcgXchZWOzzZ8vn8vGlnTz73dN+ZLLxZTHuYtIT2Iyezo6zgwL0KgU+jurc+8Mk5sgLp8XtZdHTRtRanq8N8rEfuZToD4DswuEn3ukds3zNOy9LX8UQXszSesa+secU9/x6AZ/Zw3SH7UNrkvJe8H2SO12lcv4M+AD0DgLJOgctuUlUyP4m7/tBS9bfZSPxSjdXpyjZf62F+9vZKmmcKI4rlue6b7fGG/WIAS9tSTNAS90xTk5CrI6zPn3TdPsXRE1eVh9NW4HWgP4Uf5AheF7+nNNbFEqsUfdVKJytBdvnS1EE78/NTtutjX7BczY06fuwlm3j6a/KNaBZnrq/IEjf6oqG1nkwOW41fuYubgqXAA4EHAg/MyQMBADondwU7Bx4IPBB4YBl4QJ3m6QYHn/zkJx07gFBrOuckochLhwq2DgM2b2DihVb5AKbfTfUHLfRPWcb8Dvn4PnTWxw5kYOt1/b0dCUklHL5OGYp7xMbqJTxU7J9aARRkgveNY1aVCzBdtcVyiYUJ2fSvVfxZqNxiw/oLZ3stJPB4JFYj4HMiq6l4/8st+0kjLrfflW6HOfrI/Xda28uv2UBq4s89CZpGIustMqIEA/nhK71EcNwieQAtV9/Q7oXh1tjo6QeeOXPGfvrTnzoNMJJa+Ewaf/+5fh45Iq3bJWQAn4/UHVRynDaxFCXhoFYD9td7A1sEHu5wSX0AoGhrfPDTLz66ebCgYkocQkZhErG1iM0OGIjBPiQ8nHBl5D7IVr3YBuvz5b69Tp8T1jsAISxIwMNiBtTVlAsWIgy8+sSg008muQrmyXj0SQPau97VXGOqYwFv3xnY5tp5l9U+puzz2hEG5JlUo70zuFXLpQ4Q5N55WtHemQBDCxKMBtgCIALM8Q1GWzpXYvHyjf6q8c/9+/fbu+++O/59MRZgrdUKWB9SmfvGGKyEOwPWp5XUD3YtjE/qjcFw49lbt2WP5vCWDgh1tb663G8adYYNzKQF9zsp35ACkfezQjrg/iQpoeER3e5y+e2mijN2Vixo964qQzq//4S+A546bVhFjpxOrbIbN8QttuUJG177yautxhUfD/NzpsmjY6l11nu+wu6u+Uis7075IumekQ4B5h8mN9i7atMma6dOVRi0PUksWRAgHGICQ0b7N97vGut4jej5w483V55y14Itm+9uMzui5Gtr77YU8jfhS1nh7oSL/A+T73rLrS1dKykEMWk1QTKgCS0P2vUKU5Lr1qR9wvJlGxa5dMHlAg8EHlhOHpg4IlpONQvqEngg8EDggcADV+SBRx991OlPvvfSjyyTOqbQRAYdqLFpuKxBKGFoPrTpd7j9C7HfWN/bX+Um8v1J++JtLjTeHeDBoHTmo6GcAzreUEZiBjXowPHH4BnQg2NqVZ6qhmaz+j2Wr9jsruPCdttP23DHEWveuN5CYjeOJKbW0LpYsCtbGlESqevFQvEaW68ETtkz563dyzXiio5WWVh6sAC4o9GL4PL1Uq+VVk5CSwkB9O273/2uVYoB/ZnPfMZeffVVlwGWLLAtLQrx3rLF3+2KPpdSFm1anS+setO2SRcOdmROA3paizoBIWQuJxnaYQEHMxlNDNqAgKRkVvfBT/8YtPk2l11weo3+usX+BChrSSvxiV1krQFOwkwFSLtag/F9aGijAOCsA4yZVAKASsgnyImc07Wn0xy82mvTbr/St0fsyE73W0IbDpjVIvanzzrtVGj0YKHMNkUv2GC41IU9t6VrXDZ42KJZwp7145EIpV14OUBOmybF4jUPikk30U6ePDlxxSJ8Q1cWoJbnyzeSt1RofalkGAB2uJcYv19MLmZiq+3Wh37d331ZfI6z+KapzeZEu4C4Iffsob3LuwzstTkx7IGfOs6xe/VLr1fWAZ0x+Y8Jiud7blaSrOOajCUSZdTp2QI2IxGxpnTAEpKpSdffMc2VF2c1k1OXs658tf20a/Z6m6skFwDAjqwCzGG0gpPpiOrc6/wz+Xquj6WOGX012jr8hZ875G8SScKUj55619aWhCS90CB5n4cnn2Jxv0uKKdb9tm3t/S/2+KYDVh0VOKt2inaiOZG1LkkjZCUNUC5ANEG9yrdbetPyem8W1+HB1QIPBB64+l5V4MPAA4EHAg8EHlh2HiBxz7rf+qeW32/Wd/BHYmIk1fmOWFZZWEsV+i4Jq4tGj3vsu1v0l/WF7zBIGbCyj9s0tp4TMKiloz7qOuxogyos0LG8zA2O33LhoWHH0oKFyuAIZmhl3V0WWv9Zd/4XfvmcDRz6kW0uPe8GnH1n62z9lhsU6r/NMus/bSMrGODLVe+UxusmW1t1zvqHlUhCSSawno6zNqSbWL7xLoXx73Trgn+Wrgd+/dd/3b73ve9N0OYcHBy0559/3gGh81VyQji7uyWPsUQM1mazNDvLBX52ZCrH2VFxDZAbYkm7ueqMHUpudOGjsALjApnQkfQNphj6gjmS5wiQ0jd/0/gn7ELMhYKPr712C2hH7ixvdVqJgKCETqMVenx4tdq7S8s/25K2Slsw3x+xXQqFBYQipPyC/ML6Qwoznsyene15Z7Mf5z6l8N5T0+TWIvnN0eQ6tf9ZATt9lsqL3aaptqTkVwCuS3RfAW25VYRBDwksfb1vl92UitjkGAAmAJCJWEwjWzdMY/c7N3ZhElzxTEbEDK0WeNNQmraN65XJPLLWhuObrGnv122ksmYxi7ng17ocAIr+Z1RAMZnOee/4S4Qyeqo9FiMFZC0AsfdWKkpEnYQygaDc9//r7KeU/Oeg0yVnIpbjkc/pLDTZqlX3W67+1gWv40wXOHfu3Eyb57ht1MkqoFkMaA47mveoWRILt64/OSEB1PgEs/pTTErn9enAeD2TAKcfJddqIsVjepJI7MyQ+nFn9ltFrEmZJ++7dixQgZ8JJTQaPPqs3Vv6ut4fTRZw412FQq6Oq+JeIjHKXahSn27b76jPsnuOvlx+u8OW5ve/vb3dJdEMtECX3z0OarRwHrjYS1y4awRnDjwQeCDwQOCB69ADoXDENjz0e1ZTFrbhY38v/ajTqoV6p+qh0vly/VTWaIH+Kt9d51WfvsFAgN3E3srvOrYToCfgKAeG3NCHQLiwgNURMX3IrA5bhmMZWJ7QwNl15nVytMBSSuCz9eZvSoMzagc++MCSh/6L7SlvkUbYoA3kFJKuTnVk8KT0LdsV3p201Javzlmj0y//9f45UtpkWQ0My3Ip2154x/r7O8VIElAkoPl8V6VVNW+xsinCSK/3ei+38qMT+61vfcuxQP/6r//aDXqoI4Me2LwnTpxwVSYE82oYoEst+REZtSsEfvZp0F8cGgpglsznlFBk2AF6aGU+VHvQDfZLRhXmqXYjomec5zwl9tBRAQCA/yTaYQKl2BLSxaSdgYF4rQ22151Vxx3jHcCDtjOidhHgiHDZtxVO7rW8V1ZSkirxB2MRwJckRJMZsVd25qs/inYeEBHwF2YvLL8WsfsK+pmo0neAbPzBPvwewIrrbztsSECQQb221mPm33777e49ee2111yhXFj11RdvxjN05qoFsJdJ57RPCZriDrzlPrVKbqEqlrNCWYOiFnYq6eAmK1Q0W1TJeQoLFKEwY0EXeCOs9JkMEG5U97BE76VvTktcX8b7Dq5vAYPR24PJVu79roo2ez+5RRqZdzkW82r5OibALKUJgg23fMoyax7zT3nNPgGjLmckKEynkfKY2UiOBvO9SQnCLojtjCQEbcIN5WfFkMzIX/jIaw3wneuDjX3i44OD66WN3Oa9M5pMKDaA1N6hnHUd3W8bdvbZSGlj8eZFW451v2UDxzWJ1/eWRQRk0yVMF8K638gjjaiNUlH0HBTUFzw4crftvut/sJGKTYtWvqV8IZ61N9980xWR5FYLqQu+lP0QlC3wwJV4IABAr8RrwTGBBwIPBB5YKR4oX2OV9/5zK197k2UP/ifLXjhkKWlglmjgwaCEDqqn2+UxOYE6fSNknsEqxicsT3rp/gCekHc0RiOsd2tDOmJMr6/qpBsorYt3OVCDc6Cf1pppsPjG2+wffvm8ERYczfUofK7dhUqeTYnhBGiaLbfWYylbHW+zil6F1knrMr5l+uzpnHs5G5lwR6LVFh3ssabUS45RRX1jcSUQOfeMlTSuF0j6wHJ2wbKpGwyr3/iN37ADBw7Ypk2bHAD6k5/8ZLx+r7/+ut11113j3+e6QBi9bw9UH7IbxbAkjJfQyTOpJvt5z20TEtX4+y7UZ5kYgS5b+xTZywkHhWFH+QgprVHo5I3SC4yLUYZGHu0MYNSx1Fr7q/b77X7p7gEiIqfRpZBrwDSSAjHhQnjo2dTF8PPZ12fUgRIFAQqc72oMQBK9w3VKpEMSpNax7O9MBq2N9wqkIKFJtRIHibV1lbbYyZ5mW9zT6VVOCmBVtNfurzssOZTzLiIAwCYn8AwwG8AWAPemitN27MB/tJfb77T3339/PAkcwNBDDz1kAKHPPvvsorBBeySjAEsXiYGNiW4BtEocGC6x7euqrbTqDss13GZD6C2WKAlU2GPhz9Yn19N+ZEAHBIWdPpWdHF5lQ7VxWxPtt5iSWKFjmdQ99fsE9CVYvqj3qv6EugeAoQBiW5TM7L3BLS5BGEnCSCL44IMP2s133z3V5RZ93dDQ0IzX3LFjh33qU5+yP/qjP5pRK5STNKuugJ+t0sQsZm8Swk6PCfCTftV4H6zoyogUhZXgCOkP+llTtU3037r7Byx94rRt3XNtANCSvkMWHjrj2lD6jpkC6c4oL4z8UT0fkkXSBNDo6Iilmh4IwM+ie8yED/0BpHFWrVpVtCVYDDwQeOByHggA0Mt5KNgeeCDwQOCBFe6BUKmScWz9gg2U7rXSlr+13JEfCI1ssVExLfMalNA5p4NNmCLhVojuezCoMtw6poeAAXVgwTkJY0uJdVSmhAfxCCFs2tNRF7xtg9oGs4PzEPqJRh2DSQx2DWDHyTM/MjRCGShtEfh5b3XKJQ0B/MRI8IO1ZuO2NnvcDpz8njU9vMHIvL5SLZwftPJ8ixU0QCdxRE6AAlmXE5mPLHT4OzZUokQk9bPXJVupflwK9Ybx+cjeGivp/ZWFj/ba3sJxDQyTLkS6rOzKB7LhbJ+Fe49IbqLfPt/0piQlOvSOaqLDe0ttjdiJAFJ/2vKo9RSqF8UVw4Q96nklDBqmV7H5DMkhscKxH3bcZ2/3b7E7q09KL5SEM3ElSmpWvg8vUQ4JjjgPWag3lna5CRyAXTT1jg+vsXOaXJmtEZoOO5XzJNQmjeh9QkuUMO7e/ESG6WzPSQI4Ql0JD/YT6XAsgB+sTbavK+2ZFwB0tmW6FvsRAv3xhoNO+oDEQVhUvx9lArYrI2FL6jmADVclZvCW+DkllKm213t3uuzbPguUY2BN864slvF8AdRuKr3gANrqikqLrrrRstU7LL32CWktz8yOXKxyLvR1kM8pTtpWfL0BJSw6qEzwpaHjitgYcjqeOSZH+dM7RR9BuXCcsYbJD7oHSb3LMIKRwfHtgQcesFtvvdXdZ3/dtf4EfJ/OKOsTTzzhmJsAVjPphdJOVYr1zG+1D37651VeMAeA0seCJwmX1pt6UW9KKykBrNl6gado7fIdxmhx++mkGeRb7sf+/R8JAL0Gv/2jeQtnel0/hPaUgnKPqRECCA4U1zqWo5FRu2XD0kjWJHcuCYNJ/M1vftNJ1qxbN1kIZEkUMShE4IEl64EAAF2ytyYoWOCBwAOBB5aWB0j+M7zlH4uRE7Pw6Wes0H3EBkUi7NOAn6yuhKrS/0eHzw1c1HGNRErculFROPIKb4e99LbCVT/V8I46+F5GZ8Y7hKwS1koHOKKMsKWxrICESjuWvKh716tMxesFAKyLdwsM7bF2ZUkmVBLdNQZIk43BKOWIaTssOQbHa9asmbzbivhedvL/s2iq1QaiNdaZ9IZLDIw2VmtgmVRI3Yn/NwBAr4cnQSPceOvPLNa1zyLD5yxUSNuN1SNWtTplOwsFq7//i3OuRSg3ZGXH/9ydc0/XWbtpY5ebaGAICus6y3ukZQbNDdE++/LaV+2PWj4z5+tcyQEAk2jgwe7MZSLjYfAw7co1iQIj8khy/fipT6XXGH9TmZeM5wbbqkmTBoEDUbUNtBtnlQCoTTqYszWYaHcoGQsAMQniAGhpZ1YLICajPJnpKddcDf/CXPUzhRcfnxYoinYijNXlbvfVHrENcaQ65Iu8fhPEAEPvkfvF7wMTNz2FSgfMs8+m+AU7E2+0Z555xp5++ukJ7jl79uyE7wv5hYiHD4aa7bhC+euksbomscoat39twZLxLWRdrubcN99887QAKOd9vvdGB3bB1i6X3rdjIkqWokGAaFhAN9/D+s3m98lP5POBJjIa4kNqhTyD+Xa3WJ+x2NJi0953331Ol3GsmOMfiUTCHnnkEQd+svKOO+6wH//4x+PbJy84XXSBwsURNf4+SenjlsckCaEVY1ix24S/fGOZSZMBJYmqVLI4Jo+RjWDCh4mUevmadqYykrSh1gN24cIFa2q6ema5f/1ZfYYkfBSJW2lcfZAc6sxEFHnSCBEHgKJlGnHPQ2lpmWWqpWM6qxOvnJ14rphwCCzwQOCBuXkgAEDn5q9g78ADgQcCD6xsDyisKrXpN9XzFntwRNk6h5WdWR3X5HBGg1WYSxUa/A1abRyNOZE7lTTJ8UFLlH25bJM903ajnRsqtdurTlhC7KkMWn1uYCuGjwAAGAwMcnNiip7KrdKZPbAOp7MMy4owVo4nfK5RgEyjQlrrNUQ+ofA6hPJ943wZsVMBOfL5vH3/+993WbN37lxZSX/Cg6csnGzx3JLQICfZ5ZYZTBaUBbZkeFBhaGctPNxqI2UBk8B/fpbiZ7TvgAMqS4ZO24kesRd7mTAwvQN5u2WtQIPs2zY8eoMAhuLh8PQ1CY2IVXfg31q0800L5/osmgdYFCihobUfhsp7J3U2aWSWioGVVgh5r22Md9jZzMKH3e0fbLbtZW22LXTemuKDrl0AmC0Jj1qPpC7eF5usQ6GwszUmWT5U0iRLzvaIS/drTnQ6ll+12qEWaTz6zHPaJcLXbxo5bS/07HU6kJcePf0awAkG/AB8kw1gAKCVfZa7bVboL88ges4kPoq5KALxAwUIoQdKgpyE2nZ+J5A4YOKNqIEPe3snuKZX3zs7OyesW4wvw3pP+GusvWnFgZ/4t7m52QiFHxgYmMbdYZfRHd1eQtrjAva7lemb+/vVtS+J2SvZGiF7AMokLjuoBF2l0oeE0T0crnOMT8DEpQZ+Utl77rnHSQC89dZbRjh8JuNpdZLEDsaeb8VMZX9d8Sesb/pSayR9gdxDsWTFiaEma6ofVF9pjCFbdCAMVNb35hLSTa60FwQ2by+Tpq6ScDUK+GSChokUEOhSTTTfLBmJZmmNHvhZ0hp++zvSYb/Y3yo67YItFiq3Wtlov/sN4yL8atEvIXRf/7vJbdjBI7E6yzbezy6BFXkAyRqetbVr19qePXuKtgSLgQcCD8zkgeXfk5qp9sG2wAOBBwIPBB6YswfQMBve8mUBJsroev6XVpIbsAold8gr3CocLldikgvCR8XWUG92VLP8Fim1fM0Nltz6tN23pWB/+5//k1iioo6qq0sYKzP/aIEStuX1gFk/4pgLF2xillzCoRrF3iIUHrCAUG4GUKXhlO0oKzj2DYPPhBhi6Ge1Z2qcphyVJPHAf/2v/9V+93d/d0VpJoV1fwCsLSwW2STGDDpi3KMQ4Wi6n8WMEnwW2NLyQLT3gGW7jtrp4XI7c/4i4JNMxaxC4Ft9zSnHDC2Ub5hVweMtP7Vo9zu69wM2FGq0rnSvJiaGHX7K68i7lZMuG2CEA0IFwsG4bi7rWhQAlODOH3XcY4/UH9T7fc4x62B/Eh7JQBlGJCH7XUpC4xtgISGfWYEIAJ7zbTDQYfidV9vig59cg7D1hKQ7apWwiDYKjcK5WKdYowNqQ5sVQj1USGgyxwv5pKawtghnvSBW11wMX8BMrSxJOQCVCaRu6Z8uZaPthrXvg58uPFYFBhThB0LQvEChjPNRv3xOEp2ySME+8YlPTKhWa2vrhO+L+QW5lY9//OOLecklcy1ANCItpgdAvaL2C+B7b3CiXMTPu29zEx684z1ihY6ovanQs4skTouY2jc8+jv2ie23LZm6TlUQgCgfjGLiFUAyGp0Yvj1TqLx/zmNiv9cJsET/d0AJ3/wkSLXRlJ1P19jqUkmW6NwXz0UIvCaj1f/pytWKNT8klnq7rVe0DH0t5DXQD4Vhm9ZECvIitOqr1baUZPdZ/+G/s9o9T/qXX5xPAbZhRTGg+Yn+O20d/UBVY+w3SLqgmsTurP+MwuAnJnJanAIu7av8+Z//uaVSKVfIjRs3OvB9aZc4KF3ggaXhgQAAXRr3IShF4IHAA4EHri8PCDRL7viGWA1iEPYetEi6w2rFMhhRSOJI2R7L1N9u6TUft7ASJo3EBQSEPfbDFo137rlbelOtz7oBrZO8V4ecJAdeogMPA6VTD/sBECEpMMA3dAhhSGV1fS9rcNgNlLaWdbhB/m5lEO7WwAm2FIlNjisBymQggizav//7v++fctl/FmB1ioEbSrdrEKGkCRpI5BUu7QZOSkQRHs1aIZKwfGLtsvfF9V7B4e5T1nf+nJ0ZvjRcMROqMMLZw5lumy0AGut600LSYctEG6ynJ6nh59gshD54H5mYQMc3I0Y2xlZAcrKmL6SR+If3Hx08giP3D2zWoFih5xUnBMoqgdfYdph/99YcVejxJnu++0ZJZPTquB43wYJ+Xne+yg6LQXalupxT1RFmOaDbZG0+9nUghcoGQ3GuBnv92PBaB1JQd7LWk+SE66GbfF5JkU6mZs+6JeP9bZUnlUF+wJ2TyaMh6SmjdYpe5VLJ/n6pn2C2IaPCM6ibrd8CgBHvyQQZ8ZK/ENILQxAGaDIfsXf+4R9cYjxfD4/QUNo4QKHFsojaVtiJV5OIbLHKupDXIcri6NGjc77EuwNbHEC3Ntat33OPic57cVoJ2PYr+dFvrds153NeywNI0jSVkShqJtsp1uZDdQcETva5d5eImF5NXnRJFqhVch2vpXfZx6o+lCZzu2NKci7e75yATeQ3kmJGE4lD24ieKO1laAwsHVLSqajeISaymFRhIhmwNCR9d1tkADQycFw/MpI/Gi230EhOmtNZB+ryxnogaMhFFv3Zi/32tT3pCSzamfy3ErbxfvngJ+1cMcN4JdQ/qGPggavxwNQt89WcMTg28EDggcADgQdWhAdggqY2/SOLVt9gJYMnLJRPKtt4peWrdlm+2gszH0msucQXH7vnLsv8XZkGt2IwCGDxx6eO1eVAFx2iT9gKm8s6lTQBNlvIMULrYkk3GD6TanQgJyeH8XA0uVZJSdp1rpB1iiVFYhP0RmGNTDZYGSvJRgVS52v2WjjVIb3Pc1aWKLeBIbH8RhVW23fSChVisilc02JLmxm2ku7ZdHXtG1RIpQODSB8GJOQZWmCrGplo8HTV/PWX+ww5dnDWznf2j7FwJIug8yrnhLsO/8ISwkoI6tb7iqREZ7bShYHDUoRRyCB6vmyDNB3vqTlm1dKnC+l6sDgZrK+TZEYpGphF14KbWq51d1Qel1Zoh5v8ADgjVJxjmpThvVZszTeVNI3M7zPZBp1/Q2mnVbnkIxG3Pyys4vBTjidJEb6P6Pxkfy82wkuR5uDvSgwAFF/uIGxV5SDMG5Zje7bOPlC4/2xBSxiwd1YdU5KmTnc+gELaWpikgLPc0bcHtl9JERf8GOqMaUzvkuaFBIICwsP91D+6/yGnbQi7f1V8wAE+gMOpbMp+8IMf2L333msf+9jHrKamxp588kmnDepOuID/8P7B+gT4vFx48wIWY8mcevPmzdL/ljK4JtrmYkwqvN63U5IG6OkOuvaGZ/ec7i/tQDabtbKysrmccknuG5fu5XT2UO0Be1TgZ5n0UZH64GWN67lHCqJLEzov9u6VDnqv3o+wY4z3yz/+ZIxLniTGLG0IbTWMdNqrjPvuZVWHtc5kEu0jfSy0kUkoFkmeEYqqd2wRw+BDBSaKBHKGKm1IOqAl6puhC1ulOsBU5beOxFf/YsNf2chbZy157/+tH6IAuuDZ4f3yjaRak1nG/rbgM/BA4IFLPRC0Ipf6JFgTeCDwQOCBwAOz9YA64TmBZ/zN1kLqYFesusEKHR2uEw6jDKYPY1sGvbCe/MQiFQpt31p2wZ06XVDYlpJiYGSILzY6+YSkEqb7pgb2LenG4s0Tlvfu3Tvh+0r4MrTjW1YlvdaSgaNWa9LYi3vSAyRCyMc2WWHnt1aCG677OtZsus3aW/eJ1Tdo6fhap9nGQGjn1o0WTx23XGmzFcrWz7qeZKYmxUyJJCnQ7EVvjndvVC8iA1AXvqmBcligGQPwtMLhGTDfWnXKvbtIUPQrOdnB5CYlEqqb9XWn2pFEamj73ltzxIGWtAkArCkxg0jaUa62gGzrIYGMMDDzYkVl1VaQdI3vZD1GUuM9sUV9QKBWupxrxQgl4QrAQTFoXFyGmypP27ZEmwNdCBunHVqX73Z6p/v6t7uEbP7+hKGvy3WNS2z45yRst1J+OiUG1uXAVv9cU32eEsvzbKrBhYADYpDlfjIIO9VxxetgxAN2wkgtLgsM0I2JLoXFdtuJkjXzyowtvv7VLFNmQJGCfhh45mC2QXNjoow/mMkxaUKuFrjdJVYc7ECf5Y/m4osvvuiyvxOGvNAJQgj3Jhs5oOti6ydejY8X+liSFN1+++22b9++Sy6FpAGgFgznYs1uf0feJwBt/iYbmq4A29e7oV9aV1cn1n3PhKqsivXYw7UHHfOdtrUv502klKpdA9zcrjaqvmRAz36PkwXg99tNGOidwOgHwZ6nHUe2BKY+TGkkBEBSx3ZzrHpYobR1GFuykghabFCgUL5e81kJq9TEdl9K01lqz3mviQzitXcsUJUvocii0c5XrPSFT1uq+R9pm6bj9DuXrb/DRokwWoG2efNmu/HGG53UxGc+szhJCVegm4MqL1MPLHZbt0zdGFQr8EDggcADgQdm6wEE7aOrb7aRztcFtqAFijl+z3iHd1gd+bgGv+iEwcLCSAqwWgMEBu8uSYv+LTY69GjnMQiYyS6nTTbTsdfrtpEyabLd9r8q2/dfmHW+Y52tJx2jBvAgtPnrdkvp9IDx9Vrn5Vju8IaHbdMtp2y04x1LlJV6gz8BhJHUMcuXC/irv8sANWdrDCCjPfutKddq6ZynvQurMSd2cExDaIAn3jUGokw+JEcA4+JugA57iAzDsfKC7ZT0xNsD29zfbFmKk8t4S9Vpu6PquAMhsxq4A444jeCQQs6VhsljBgqMFShISKgLj9ZJtMVKVF74MAzoSaCTHQMOesWeLBMYgC5njZigvQohnWxoem5LnBebsN/apa0HMAPzCJAZBmVWbNKXBJ4CKGDHh1c7XU22bRKYmBQIQWIe/MEkzNHhdZdtgyaXYfJ3alMMXE7efrnvhL+jk3xGQGqxUYdeAdYAJPWxwSUJgMJeS8nnBf15GtEjcI91R4SIjBnPIhIogMXHx34f/G18vvzyy3bDDTe4ZDyEIc8367+hocGxSxsbGwPgs9jxRcskBCJBiy9BENMEwaMC97YqUoMEPEhbEK79at9uOzvDhGXRKV1ioeLv1/Pypk2bLgFAH9DkD8xP5DtoZ33z2yTY2/fVHpbsT5V7R6TebbUCD0sKedc+8e4QBYNsRle2yulnwuAHBKWdLNM9yDCDMP4uaV+xxWlLu5VULiyG7WKGUqfXfMJKz/3EYrmj1pgQA7Qw5CINmICijMCzgLieFEvOQgqZLzn+ny1SuUaJkWot1H3Aclv+0awlXzjrdW3ZQYv3vGX5wTY7eqrbmhTZ8+lPf3oCG/S6rl9Q+MADi+SBAABdJEcHlwk8EHgg8EDggTEPiDWabbjLEqvfspHzr7hQrawADfq8/KXV4SWMNS2tqiMCE37Rfeu46/aKyUWWWEJbOxzj0/WU3YCeTLGtmXJ15C8FOcZPoAV/QFa8biUsjygUfmjvv3BV/fH3/h87ea5DTLeQfX1TkD30ern/DPpyW5/SILXaRhSyiOwEya1yNWJhN95t2ab751SV9IbPW7z7LYtleqQT1ydtWJifcO6kFylgD8CsRP8OFMqkO9pgldGMBtNk5x52Ido+QEXI6r3VR12oMiGsk0FQQrIBCAE1GcxPNgC7DXGxu3Rex3wScAngBQMUIM9jOaENqcE7/2vA7htgJca/hMQndJ2L6aFoT2BFKTGSWES9U6hfEPqOTmZHpnq8bFwbAHJtuMcBoWRQ9rPNU7c3FFKfFAudBEMwswAQWjX5cjS5zklvuAJdw38APfAL/wJwAArDJkUjkLUkGvH9dg2LOeWlLyih1aaRDgfkdGcqxe5VIhmVFtB7lVi+THK90rdXmpDN1GTKc5AB/sMPP1REr5jC8yx5Arvxd37nd2zDBmnL6jok1wvsUg9UVFQYAPGFCxcckP3Uql9pQuGCNFuzYm97DHPee96tZ7vucPq3l55l4hp8v1xs9erVl1SlTpMStHG0WZONiZhy6azT9rZKx5c2OqrkX0iTlKldhj1Jy81kzECuTEnqNLmpbWukkwyjnHVMElcIHGWCiUmtEn1PxLLqMykhlZjze9vabMuWLZMvvWDfkecZ3v5NKz/6x8oGf8aimaxj3zumt95uJuOIRqCXB7BLm9XX22XnFHGQyJ+WfvV+C3eo/X70X9lo+CJgvGAFvoYnLpVufuLU952U0fBgn21P5508ynn7sq1/4NvXsGTBpQMPXH8eCADQ6++eBSUOPBB4IPDAde+BnJIkhbZ+2SoE4owMtmiAVNCgSMl5BCSUaExLdnISmLzbP7EzjkYeoZ2AJZsSnS45CKyvEh3flqm1D5Mb1OW/qI3kO4rBP0w2wAsSNKxkQ5et7UK/cwFgcDCAv76ehhEltRre+jUrSZ4VY6fHDfwKFZukvzuzxuWUtYzEbGDPv7SagZMWGcmLBUqGdVg3JS6MHNDJJSPR+7MhoeRKeovyGohWKbQckI3M50phpjDzPlurLPSfK+2xx+r2O0bXz7tutX4Bp3srWlymdkBIBt5duRo7qMREg9rmW6MASDKVE/5coUG9B2kCakofzq1TSKcGwvAAdXkP7dQHA2IAA/bDOI7Q+GIjk31aSUGmAhXYD4AVIHe4iHHlH0/oOcAtoEGHv1KfgLj7+ne4iRdPNiDimJU+S7Ro12uyCOMrJRBli0LhCYmlDvgKeQP0NM+rrURbcSnavr7ttjXR7tj+NdGku/+03eg/034D/rwn8FPI/4zFf+6552bcfqUbH330USOEObDLe6CpqckBoPdXH3K/2TyH7elKtSPe8LNa7Qjv/iPSvDylxG4Kyp7xpH7Slxl3uk42wiKebLAdacOYhHILRTuExto5WJ5M/t6qBGeVkgXhe6EQdhMcvNsYmdN/2XOjmPltLvx9g5jqsNNLNQkEa5/JYgBTyW5alyYZ3hvc6mRMGiVLtJgAqCvr6oesYzhqHS/+H0rs1K02XtrKaq3oD7oJOPpuat6dX3SA00LtZoqrRG2EIgVa3rfytvcsvv4eTrcsLd7+giWO/omVDLdolk9Ar34LneRKqWRhBn8sOam9ll31wLKse1CpwAML4YGZf2kW4orBOQMPBB4IPBB4IPCAPJBd85gNRKut/MD/brnujzSc9QTxU9L67BYL6NW+G6wjN1HfifB2GGZDFaUKWRX7SoN7QBkShRweWm/nlSyk2GB27ShrM5gmADYpie3fqrCrAhQDdSJXojGILAY9A+266/ApULKjfCWTAxMnCK6oJiWllmuQllpJuR3t7bFCPmsNYiIRAl5VBEaWluQcgMY7xwCdDMI++MlgzIOjxEoSkLmj7JytW9etEOUmx0hiYJ7Rex2P5sX4GrTNpecd2xOAC2MQDzgKsBh3bFGBlmMsKFh+JDVikkPwq4M6AfVgO8EU9zWDYT7BFiJM3zfY4gCvZIEn9BujTVirtoMyc424PmFwMkkCQFhsLtGRrpObtN7fB4B0Kn1OjsN/HuvVSxQ1+dz+OebzE6BwU+KCC29noqhGABMsqj6xvwCJYZBx/wiRvQRhmc+CXMW5mPh6sWevfbLhPT1/w04vEt8NinncnquzH3feobNPvE9TXW6+wTISHd19991Od2+q6wXrLvXA1q1brfvYK/ZA7YdWrXedyYkG6fn26F3MCaTjdzsWJVHZoELjO5x8xKVnAerKO3D0/PnzdvPNN0+1yzVZh+bsr371K5eA5r777puTHMJUiZBODK9yWsQAlbR5PsMZbic6nrBATw83uska3gnau4J8SvvJRDDJ12glu6WNSwb5DzRRAIy4Pt4l5m1akwe1mswpc20ivkeC4IOhjZqwWuX8Nzg4eE38+O7ptL3RfqftTJzRBHffGJvVf8eBPmm9mOiSFIsmxHyDDV6utqy//bg1LWMANHHqrwV+nrOReIN+3xLWNdyl3+Baa0iMWsVIl2VP/yAAQP2HIvgMPDALDwQA6CycFOwSeCDwQOCBwAML44F8w502cN93LX7+eRs+96YNDynEMdxgP/kga+0KSZ3KUgo93TewQ6GuCu1U55eQ2QEHxkwENNH2u01JVVapQw0IAlBSlkha2bm/s1y209LrPj3V6Zf9OpLmkEl3eHjYfa5du9Zpq73zzjsGYwftvMBWjgdGI2JxSpcXOYRcpNIaQ6ed9iWAIINOjME2yXgSAgtjSpjEgLtG4GJC7MmEvnMsSWscz1qfMHZgd+2tOGvvD2507Gz4mgxkd1ecszXlPdrH5216iW0Y7AOqwkysiqbcvgz4CTGH5dmTq3BMzRqBYhElPYook7F3BkoZdoxHwvMbFSZdWUg5piNlb8vWi3G60e17Y8Vpxy6kbLA+YRTCOCJ7e4OAGD/MneMAWWsE5rak652eHutmY2uUoGRv+VmnOQpoC5sWpuzBoU3jyXomn4e2jPB/5mXYd6rkMJOPmfwdAOSu6mMCOzqtToASrNWo/CQ0QedOunOmJCsyMFLm7uc2AU5kl19qtl0TVoC4nRkxmkV2AvyizSfR1ksCRhebZfupT33KRQ0AgPKcX7FJp9ZCl0YnXPH5roMDd5YctFvX/cy1BcBZYT2j0UjKAfCEXQ8UysU01+SG1vNOFltjtE/A6WGFcPe4ZwDgp3fgvJ7nR3WiiyBY8TGLvfzTn/7Ujhw54i5LUiMSb83WqqurnXYjERm+/Up6qLdXnbQ1kt6oFmBJ34YWmP4LkzS9mhx4qWeP7a1scSCom8BRO0VbzX68J/2a7ADsrIsOSSd3jb2lpJAno6tcu8h+JEIjYR1t32S7VhID27ZtszfeeENt5Hp7sGbAtVujI/TZvPeFyWt+P4gQQorFNybi+JWKJSr8VcvuMzx40sJKYMlvXD5aYz2aBEDaQy27ZcI1Vm6dFkmes4gA0rkkQFx2jgoqFHhgDh64tPWbw8HBroEHAg8EHgg8EHjgaj0wGqux9KYvmOmPoFj+Pn97j33/+9+3/n4vVHuqa9DZ528qA6Qh8/N6heV2ZSrGw23XVFTaOoUOW5eG1RVbLF+9a6rDl/U6EoQAfmIM2KLRqP3oRz+y48ePu3WAoyRoCGyFeADgs3aPhc89Z7fEDgrUlA6bG3AKrmTcKYNdWSnggozxhCCyGSAK4AJjP7a5Za0nMRDsS0+TE+FNDziCeQgzMeayuIcUIh/XqUIORCUss1ZAHSxQwjNhL8YEfnJtAFjAgE6Fa2aV1KYpPqCrMATkzKPaFrY3xAxHt5PzA5rm8wAGlfahwu1Zv0Vh1TvLWh0QQPbwXgeo5sQkH3DlJDM1TNWkAAKAgqpo2jqVSIRkO8NFrFJ30Wn+gb10pxI5kXk+LcYrjHVC+0k4hAbpG307rFPsdt/wH7rGG8TQIsEJtSEU/0y6yQ6p3HMB+3aXt1hzaYcLywdELc9ldH3vfuFPkqqQwZ5t6J5WKykU9cS3V2vcC7LLU390BqlDa6ZegPLcMnZvTnQ4f6wRQxcgpyXd4EB3JroIlb6/5rCuJLBdZYbldlpJkADQZjJAyyvRfUbDkgzvt956UYN6putMtS2UV5IwJfsrGTgmvd4hsawrLVe907KNCteNXGQqT3Xs9b4OUKbhxH9Qwu7h8WALmhOnP6vJC1jm6XTMgXsAeUN6ZnzboARjTzbuc5MS8bFw7VBoQOy3Iat873+0gVv/9TUHQQEujx496hfZksmJAO74hmkWYIDecsstxsSjb8j3/EXrI/bVtS9p4rZfvmFyCT30mPWoLXt3YIs9Un9I7YsS4Gg7rPZzes8ARwkbZ7KFiRvaHL8N59zdav/4u5wVR4Zcbt/53L5x40arqakRu/se26Gw/dUCv/mNMD0n7sdGPiB3E8Dt4IjH5HeyGAJ5h+MbrW7TbWoXlqeFc2Lljuo3VJMnOSWpKtY0jpeqDcnpd1eTK6Hc0PJ0QFCrwAML4IGZew0LcMHglIEHAg8EHgg8EHjgch6ATfHtb3/bzp0755JZvPvuu5c7ZMJ2krKQ9XlI2n/FWoPZ0ZjlKtYqnKjVov2HVyQAeubMmXFf+Z1pHxBlA74OANBxFy3/hXzK4u0vWizdqhDOIvBTNWfwDWhBAgpYmISgO9OGcQBS+7CTD6b5oJ1LWqFjvHBr77CNAt5g9BW0PyxSzgIAmhqNi9E56gDVRjExYf7ANo2EFfao9TDHCCknVJZCkTQtRuHc0aMW1TkBVJ7tvsOBnyT+ARjzw9MBAwBAYYe2pmudviklygJSpqLWLD1hwkcBRdEMBWwlcQjg55Hkeq/ws/j3hvJzTruyW+eByQpzK602h/KsjvXYropW6+z1AFDKRNZ7ygX4Sog3rFhC9CsENgPivj2wbcqrIulBeDhgIGWGMeqBmsMu8zsgtjapHmJ8ZssUfpxyy7Bo8Td/HkDC3TWBLb22WazLKgEnMOV7BC6S7b647ZyqIGViAFO3PdJ55RzUg+cA5i4Jb06k1toBMV9nYzxP2xMCP6Qnyz3KqE6YoGODzY+swkYBYzCRAXQJf12v5+ktabEOahkDNGefCtUDUMgDSZtMMLrbPtM/sN+qqqqcvueuXbsc8Hk18iAhARdlp5Wxuu9Di2Q65XMl+hOgExlUJuuh05ba/JSNRpamDutMfprttvLjf2phJVfjCeOZgssI1M5kCa9uWAtEZxRCJXZBusAnxVbEeA4er39PIF+XO2JQv+EAewUlTmooTVu0+x1LnPy+pbZ9ze1/Lf4Jpzos9/537R+vedG1WX0CIhN52om75lScgYGBS/bvLVTZf2z5nN1YfkYavu3uPT2n96EymtXz3qmJqIzeMTFpBXQCkvK+nZMubk7sbox3EC1lomLmal1dXXM9ZN72f/jhh+2ZZ56x/3D61+yra16ybWKCM5nC8zOixJmDOa99pK1BEqBEAOkFRQlVbH7ARio2zls5ltqJRqTvbZKnCafbrUSaL/6EDjrE8ajaFCWOQr4mn1i31IoelCfwwJL1wOV7BEu26EHBAg8EHgg8EHhgOXuAwSfMAP52795t+/btcwkVGDQQAjSToZflJTaZGCoH4DeqZDGhwRMWyk7PLp3p3Au1ra+vz4Wir18/e8DlSsrig54c619r+/bt1qYMsNhiJ0FwFw3+uWYeSCi7bOzCqwIkvARI4wXRyJPBpxuA6p+I0Avhcw58QmeOgTdARjGggUqbn8jDP08xwxAwFJDPO68Hwfn7pTWArywRB0rbUwI8Sp0msHc94ScOPCkZA0TL9JkVwAXIhZXquF1iQH62fp+9M7TNMR0nX5dkR+iMZgUKFhuhoLDP0MR7d2CryuYzDKscG7V435mWSYbEpAvHw/yEfc46WLAAleiBro11O+kOmOuE9qLNVynAAsYsrC1fqoNjAYjPpBonMEYBG2+pOuXARsLmuRYgL4Al30l8BADN9bkPZQJN0MxDJ5CMzzBckS5w5YyH7OHaQw5oLVcylWqF4AP+cm9gcFK+t/q3T7i+X/8GgbQ3yN8AsbA1AR4BjU9L8xXwBQCW7NPcy34BwWfFaL2cEQKND3gOfPCTY3hmAITLnC5iVOCoF7ZfL/ZXs0DWvO7fK727BWJfkPTAGSVLQntVz7KejUH5BmB4n+oBYDqdlYpJ9Y1vfMNJgky3z1zXk7gk0vuB9Vw4by1DCUuUV1qsJGQbRhXSPfqBwnZXWWbdp+Z62utm/5Leg3p5Pa1eWpHxtmKsBnqlLS6N4Y5MuUso5ss+7JVMBeB5TCBfRi8+Ug4FGN26z8NWYYlst8XFqr1WAGhJ74dWeejfWbrjkNWUJfUGjlq+VEzrob+2wrGsJbf/k1nfI6IvprMDknzgD7tJPlkXa3Ns+FOamMF3hUTIsUCZ1IE5OpCLiT3Z4SaOaJ+ZBN441Gm/6J49g7m1tdVd71r8Qx/v8OHDjlX7F+c/7oqwOtqjxr3aNlSk7K7oq1YXgRlKG8UkmCed0NZbENs95/qEU+mqXou6zOc1RxQhlau72ULpDotrknJ1Y6OlMqpzIqrQ9xYbgVVed4uyQ1XO52WDcwUeWNYeCADQZX17g8oFHgg8EHhgeXjAB0Kpzf79++3ZZ5+dsWJ0jgFAGPBrdDBuzJ6HCmllzo5p1nz6AfH4AQu0cPbsWcduBYCkboT6f/e737WcOvIwIdDhZIZ/ITS5/DA3fLF3715XQxI4NKpjzTrA0MBWhgdCIxkXohvKKvGE9MUvdlfrAABAAElEQVRC6V4HaAKC8SzwhQ8G3CBjLAOwAVJ5mcWB9rSBAzABXg4YFXBBqCsDc5IfeTuItzMGWLI/g3QGsr5xHAZAyRaOh+kJEBgWc46BL+YViwt6+3B9WKKAXnfWHLNESdaFe743sNmFwLtjtA/h9LQHALAwCIuNb5SFZEkAoVdigJfUgZIBusHQ5Dvl5xNGJ0xGwIyd5a3SuewUezLt2ikAR4/t6vma8hEOflysOD9k3tP4/EjJYtodIAh7lWrAfAWABCgE9MS45oDqAaAJqxMQFj+hD0oSKs4PIIwmKixOgMoTysJ9Tnqn7IdmKHWAefdi716BmxeHC4S5E4q+WcxVEkiVC3jFr9Rhg4BbNFMJt29T1unV8X7HLJ0NAIqPuHYxcE1dvLplBYqWuGeD+4QcA+WG7UZd2stqBIC3Ov+SYIfM1txnfIMsAP4AJC1+3jg3Bvj5ta99bV7BT0LfS/qP2FDXWTvQSq2GrLffC1FtUbnu3CRd6vIjlln9qGYWLoZ+eyVaJv8SvqznkykK937xYmiBCRM5xL3HfALgf5Rc6yoNSH9r5WnXttDO8PxhaOnGFQ4+onD4EG2SQFAhXjq5NwHidlqMf0ayVnH4OxbRvQ0p7BhJDtox3oEKgVMjZ38siYMbLNt037yVhqeHSQbe49OaEIFHiwsJB2cbAOjaWJe0jZWcTu85xvvOMbWakFmvNufP2h5z6/1/2A/dY1jvxe8E/Y9raWvWrJkgK0DSs0QhY7fFj2ri2jSR0ugmWigzdaiWTMnI2X+wP/k/2xQaX2no9S6lJFnz5cuhHd+yqmSrpDSOWFmuzcrUhoQymqjTb3a+ZrcN7/z2fF0qOE/ggRXhgYs9mhVR3aCSgQcCDwQeCDxwvXsA3SxC4z/44INpq0J2U0LANgpkYLjAoJpBfEhaShGFHxZKm5wG6LQnWKANADUvvviivf766+NXePDBB23VqlUO/GQlWWXZp0Rah7AxAUc//vGPW3Nz8/gxV7pAiBugKiAo+p8O5Bo72Y4dO670tMFx16kHQtkBjwktEGkkWq6BsxAKBlf6zrMK2MhouxhmIBQVcAmtTsJYySwe0nf2I8yV0HWOSwu8IASZEFcvxJwuJ2ClwmHF4MzlOLlnhDSikQmY1a9QxzoBcJwjL0CPQT7Xc0XRNS4e5R0LeOeury0M/GESApoRIgro1SSAYJu0Px0goPMClKKH15Wt9ELutZ2waxIGEYJNiDXX5ord2scHIP2yTvcJ6AdzEWYig3PgvCEXBq8lgXsAxoTxf77pDQeIAphSN1XJgZe0V4R6cmypAJ9SywrU6LD9g1vcJTeJFbc1cd6FveYEDCfE7sRfTPYASgJ+RpXgzGOCovdZ5YCjupIBMWQFVIpRCzOe651X8iPATrRK8RXrSPjUq/tFvZ0+qvwHwxMmWYuAB4yy3Vl1zNAb5Z7B0gNIUWSmA1RhfsJ6JdS+QwAoVikgGPAWEBIDyIb5yrnapRE6VPBCdWFowlxtRN81i/+8pw4Ql2Ooqx43JbY7KcAp5dhwnI8yrk/0uKR5SA/4ob/ILJxX1msAIBLqNCpcGA1U39D4XLduncvsXl9f76+el8+wJhQAQXuHYKvFJpyTcPC+ZN6apNkXzimaIeL5dsJOy+BLvnqHlfQe0F0kgQ9PmHf/eOb9d5hlJgK+vPpF+5PWT+he9ThgmzaCvXiHMJ5x3ue4/gAeDemAxQY/VY64mPKR5BlXpnRsteVTXhTJkBI01cUkeZG5YKVtfz8rAPTQoUNO3sedbJp/KisrLZPs0fOfdcCf/06wO4xZtIJp/9BM5X0CAk3mpaGslhB/let9pM14qOaAvdR3o3s3kemgveCdpL0CSD2SXOf6RyRIXGzjd+bHP/6xIc0DC7TYYH7T3mxVu8wzkSxUuvbZ34c2BVkUJmsODpXbL37xC5ewjEmN5WSjpQ3Wf/u/s7KT37NY7373m412fq7+Vks2fyVgfy6nmx3UZVE8EACgi+Lm4CKBBwIPBB4IPDCfHnj88ccNFiVh41MZg2kAGsCOneX9GnxrGKa/WKxT47BbrFC72wsbmurghVinrNQVH/4Hy536B3tsuMseai6xFiUv+MmFO+y1116zJ554YvyqflZYQtU/+ugjt/6HP/yh/cEf/IFLWDS+4xwXkA34wQ9+YEgIMNCBLRHYyvaAY0KLgQbghz4hkwRxAW8e/DcGU2iAzSAVOIpEFKPaWfilwlPHBsvCI3wQ1OEc2g9W10El8flp123K+t5mTQKgAPwA5W6uPGPVkaQYTdLpFGgHNEJiJc6NbmeHdN3IYMwGgC8PCmEvGUUaWyxRueCjulK6dR5Q2i7gjYzq6As+WPuhAxdZJiQ6L+CQ5CGwJQkDB1yDRQgoVR0ZtE82vOfOR6ZkkgWhLdmm9/RdgZCwpWYyfAegt9dOC2jICIjzgFwvy7xHQ3esWRU4o3KQkb1UoK/jwaouAJG0UVSF+4FtFHuxNJSRjmjcMUIBcQGD8wJKAYXIglyJvqf8OKKDAP/WiHXJtTOiTJEESWIgYk5VujaQJFPn5R+ATswLuYdlK0BVZQa89EPFAYIJP4Yp6hsA7i4BKITtA4TD2ozqz5nKDABdpXvLPYMVyvPAkwN4yb16SPeD5HQwXwGtM9JHPZFcbb/oucUBOiROAsCmnp2axOJ5QO+Q56BPSZFWqW606YA+3jl1HS3XSim0PJG2lwR4TzbuIcAv97krX+cAz9WrVzumO5NMV2O0qSdPnlRdxNjdvHn8VCN6p0bDUauvrbCTfTn3/vgbuWZ9jQAabR9dxomQBnb9NxZv+ZmAYBKWcfc94BNm97hpuURbYO/+2+1/Zb/s2eOAcqQcAO+KgXN0gaMmxl+4TNrdN4yfYjEXIoOnNSszLDaiJgqKIkvCuv8hgVQ22KOM3e2zKtJME7j+CYjM4H3f1CPZivRh6+yUBzIXWZoAgEx48L7RdvhauBxPe5RSowpL+yaxat8b2mr3Vh9x7xbs6QodVyofI7+xSe3Mz7tvszvu+Jh/6UX7RHoHMBhD5ogkjGiSI29Bgjh0UJHcYHIETdB+TZicF2jL+8+kU7UmbmhvMRisTB4X96fchuXwT6zKhnf9U8lABBZ4IPDA1Xrg6n75r/bqwfGBBwIPBB4IPBB44Ao8gHbWU089ZX/5l39pqVTqkjNsKzsvgIWBOGCMmGoMyDWQjkfFAlU2zfTqR9wA9JIDF2KFwM+6Xz1t4b7DVppVmaIOrRFzYcA2bOiy/9T2qL366qvjV55K35SOPX8zaYaNn2CahY6ODgd+shmQlb+rOd80lwlWX0ceGI1Vu0RgMLUiSliSiTdaNNvm3hegKx+rYAl2EdmaYwpFHdWgXCqgbnAOm5OM52j0AWgCoD3XdYsdHG52ntinJDUcQwg4rKVXevfYb7ssx70ewCmUDN3IPoWfEz5NSKcDAHUNEiMVmyuP/vHK5ZXP3wUQinecREtoUW4t6xBQJ7kL7d2VrRBAQNkYMCcdwFpZqkQ5AiIB+gDX6mPKMD0WLg5ASsh8zWhyfHD9Rv/O4qK45YdrD9gDtYcdoAc7q/v/Z+/No+O6rjPfDVQV5oEACIAzCZIiKWoeLcmSLFl2PMiTnFbiIXGctl8nXlkrykt3Oi/vj5dOstKd9Hq9uv2Sdl7yYsfO4HTiKfEgWbKtwZI1DxQniaQ4AyAxz0BVAVX1vt++dYECCJAgCYCkeA+Jqjuce865+9576p7vfPvb6UoFVhIwHFMwo5IRBwhpH2xEGKYAFTCZkBAAOHRwVydDHs4ZFhdABufHPtik11UfthcGtzlwAfgHMBvqJSqLAx0AxhzfNrLcQSPAPvKO63rtE7trz/A6sWBPCAhsnQQ/OQFaAHxJnXG1B0B4OA/sAD7BUQ2Zm+TfKvCzXsAxgawSOs0AvGXP1DlQRnERTFuBwJlKZ4Nim/c3vKpzOeSABfcJaZmYnJXV0h+V3b/V+Q4HPftKq7U+5JGu0Z0NospLDoRrUpT2ey4pG3NdafO4gFgAdO4xmGAhW9Ur0Ad2BCxBfgEgH8b9QjHdvvnNb9ru3bu9qlWrVhkTc7jx5koVmbtitVVVHLJrN5fZW+0K3qUEo29Tc5mVZgctXbnWgTTf8Xb8qFhpo5s/a5X7/0I3mqKZ5+/x2U6VexfG83vrd9khBd/qVlCk4qI+3a/S/pSOKNc6oWcKx+dMWaONtPzSbMUs/raY2LyafLCs2JPJKQQUhmsqJVYyLYidfqIkbCQeF4cPHw5XZ/0mMjpeIKWtmghpT9r6dKvt74Q1Tg8RyEMwiYL9Uhlg5umJCZDy+LiCgqV84gEJDgBT9H2dTauSamPDCtA24AHFWms/PL2AJVib6XafSqWctX+t+r01Zb0+acXvDjrG9MtMutBfnRS7mz6U5VD6g+aOjIwsQaujKiILRBa4lC0QAaCX8tWL2h5ZILJAZIHL2AK4Ld50003TwEPMgesXrqzNAlIOjK70l2OYDgwZrhbzp0IDmJLeHZasWLxgQ7GhQ1bS/YLF+/cowMzPrFj6TTkN5IbdPQ3x/gl3+SXi84MrnlXU1+kumEQh3rdvnwY2GriLZURUdpgR55Nw+YR9BLO0paXFte/Op7zo2LeHBZJrPmQJRaou6n1dbtJyyS0WuKR7NWRqMdjGnR1XSeCkYPA87gwtd+LWAHRUICKMPQfhlO9IqnmacdD1TAv0Iw1kquzPj99v2yuO2ebKEw6iHZGL9Y6hTbZNkb7vq9/hAJvG5l5eCA5OK1ArPM/T9wWTHLiN49pNDvT5RhRFuqQU1mA4WI5bnwDRBrlajyoY0aGxZg+gg66kqnTWIVHl6wWIcmyZQDf0J4kIzzmG6QtrHlY/o/ar3DBVCFSFIcuA3O0nmpji3vgfQByNRsOwWoBEIXiI3UiBzYMo6jC/vC8TA+r1oRYrLxp1eYEKnQvsSSBogMB2MWadDaniiYr85ugad3GFbQpQ2iFWKuwpggSRD0Yq2qwkdDththJcaVR5Q41WbIUMQbtAhm6xdkm0nzJglMHA5OLwFabwHDgVd41XYCpA52PJ5R78aXvlMQGbYmGKfRqyaQF8YeQiUUDkZxi6ro2aZ3Rx33SkauyEbH9V1THZUexXAZ7UBXMQABfgHRQXEHRVgbs+7QLerdV5dOg8cMunX10I8JM+GamSEPykLphsP/rRj+wzn/kMq5ZecbciN3dYg/Qi6zdXSXO6worGNQGW6XMGY2rFuzzf2/ljZOuvW2LkkCXafmRF0s9kUqUw8fyGiWsKKEf/gms3QDZMYIBtf1bEmM2W1dvI5s8r6vfa8LAl/U7XXW9lYuLFR1ttPIW0wRToGNe1zpZU2UT15nm1id/20yU0wNHjZqIy3XynxUeOWdVAv63Xu0VSE0ZIT5AGJbNRKUZ10N9MLxG7kXjul4uFX1s8Ys1l/T7RQV+UzT9LTBxtkqZvVbfAavsrP2apPmaysJuamuxXbm3SPXPU3jimyTY1lMmzKsl4DIyX63nWhElO8hJ6nhuk8Tsg1nu3JE3CVFs71UeH26LvyAKRBSILFFogAkALrREtRxaILBBZILLAJWWBW265xd2m0mkGV0HCTbNKjKJAky8AXQBoSIPFzVY1ftxiQ4eDzIvwWXLyKStr/a7F2p6yWGZYZDAiEgcDERgtGXznNPhgIF8ay9rq8kG7pillOzumtOLefPNND4K0detWu/HGGw2XzfNNsI8+//nPu6YogCptQkagvLzcGHRE6fK0QKZqgw1f+ZBV7/pjK+rbI4JTxsYzgrt0f6DBCdAG4FYHy1D/cCXPaRKBbaMCCIc0AOUPwA5mHwPSkKF0OovuHV1n/BWmDgGMuIK7vF8eHCmECXiMCnGDwuXgESMIkyLk6rmiDbjVl0grE6073GorcMsW9gdrSCfhbYUliqs3zyTMTLRIYT+Kc2Rl6GxqB0GBSI/JTRQG5vsaXrHNmmSBoUgdDkBqP8AgoEMx7EltRxsTlDCwm5bz7Q8c/7U+SwLIwH0c0JKEW/oV5W22parDXcwBTrg2AK/lytdS3qO+Li538nLXNgX0nC3oUJeAzMHScg8MhJ05Yc4FexMBvsx03gIa6D9hZBJMiKAjBIYicf0Bhh389KM5Gd/FaYWLwQIblFxqQLZr0kRPlewM0xdwlEBV2AnLAIIihwDDk3MCaHVYSWW7miEgGPekQGgTUEuiWmev6hry7ddT1wsgZ4XkDoj+Dohbp3NDhxXXes6jRX3duSSkVrq6ugxwBXfdV155xQp/c8IyC8GciaqNllz3gJWeeNyKx0548L1seZNlxAxNr3qPvhdvAi5sz1J/c19OA/YUaHD4il/Tb+6QFZ98VvcPcgC6frqAwfNa0ML8TQRjkcQ1fVPBkQj+U61nYHn9KkUXe6+l1i49SzFs5USdAoLV36jbsNdWS3eTiSGYibBTSyRnkK1ab2MbfiHMftrvwntltozo0xLVHHfwXKLGxlo+aaXSLu/v/JaNpyXrM1GsZ7RafW+ZfVy6wtUKCJQWM1VPaL64rPq1QDsU5nuLJi9WSuvYGfx6ZpikQfqDfpCJFtiUzckdNjh81DI6j6VKb7311rSqPvqRj1hN599J5lUB9Ipr3PMFaQ/Y3vRL3Di1JeO2wTr9/HGHR884TNgrSpEFIgtEFjidBSIA9HTWifZFFogsEFkgssBFbQHAO7Qs//Vf/3WynYAXIdtrcqMWYP7U1CoIxnC72CgaSDsQGQ4WCnOex3LvG5be+3Wr7n9KdTCQY5DPoDAYtDPAV+xmAUsawMsVnxTPJa0l86rttNt8PfxggL1r1y7r6+uzT37yk/NmLuHqvnfvXgdNiSZfmOrr640/GEzogYYueL/6q7/qrpuFeaPly8cCGbmrEr24eGLEJsqa7cCh49Y5jGvxhF0jzc4q6VCWCO0bFYA1LgQRcDAn5A9GHoAbUZoBn2J6ptDbfI9YnL1i5ewZWeuD1PlYEmbiXYouDtgIS5IUgiXBSgCc+HLBPs+pj0JQRY+bEqFABLCpbRruB6wnPXsAbwQlApQEbMOlG4YRUBpgaLA/qICyYXAWi/V4nSKmDwvwfW5gu91Wu9+BQACELIhqPk3oAEEiWpNthGQCCGlRJQP1TW9/eMxs3wHIqH5C7EaA5g83v6xzCVxug4Ay2CYoE93NyljG9g7XCwANwMrZyjwkFuVqsevWSVuPaO0AJ9SD3WCOwgDNqD5KPZ6st2OpJts1tH6yKGyEREDQl3E2OrF8Ym1a0gYV7aDFNZVH5Apf4SBLsWQAKhSMiT4awJwgWpwfZcYEwgQlKrCTAPgQSOMeRAOQSSy0SgsTZRAdHHAEwIygWwDdXEdA6c7xWgc/d4hBS3rttdcMXUUmg06X6HPRIwSAGhoa8n74dPnDfUwsFaaJmi0KttdiMTEGi6UdmU1IigHgM9/3F+a91JdfffVVD0LDb85HP/rRydMBNBy+6j9ade9nLZeSBnc+cc+Ed5A/u1pnG/IKLZKvgOHLhEqn3OFhn8dqbrOy9R+/oLqpReofM1XrxOatUuu6XWbC0XoFZcrWbLahq/79vIFtJjcffvhh/y3Om2Ta11133TVtPSu5kqTOv6dtmb38zI+dqY7WMum6mqO2tfi4QNCUgE3vwfwZ4xkYE8t9SIHlWiq68qxR+iWeN/pA9H8pgd5Pts8mrbT9MRvd8r+xcdHTkSNHXAM9rGjNmjX+fpLrYIJHrNXly+3EiROuW0x79SC5VnFGXizd6QY7MLbadgxuUNun+gUCZEbp8rBAW1ubs/AJ6Mm9E6XIAvO1QASAztdSUb7IApEFIgtEFrgoLcDLD6Df888/7+1D0y8lJtdyucAHgADDKrGJ5FKGPp3GBJYtVcCCBR6EAiq+/uhf2TuLn1bRgcu9M8NAAgqTRh+wvBj+MRBxEEbutrAwCFwwM/FC/8ILL9idd945c5evw0YCyIQpyiA0DJzETsBOIszPTAw8QvCTfZFu1kwLXV7rMTHUisXSGq9Ya/25Bmsd6nADrFO0bqK6AzTBdPSI39y3GnImiIQkkB/mHgxL7nX0Lcm/TK7OaHmiw/vcwLZ5gaBXyB2+RS7lgGMOiPBsBI+ut4XntmA12DcjT5g/BAcB1ziI6OQswMqkjeiWEsQHl+kJrcNCDAABZSDpC3gAMDBktdGuK6vaBOZV5YM+sQ+3daCD6Yl2AFTSXi9D35RG6YXnMP2o6WtlsQm5t4ozJ6bXsrJRBwSYOAnPkdyUGNMGII/DcuUfzQaAyPSSgjUYpc9Lj5XvRoHUuMgDGh4da3QZAAI44ZrPdcRdPAyGFJYVsGPp1/I2CnfM9a0TxfzcC7CCYZ55YCSVQBn+Rx79uV304cuyW0J4RlrXBxAEEIx+O6X+lbbD1sXiaJNSCoAzQC6Mthf6N1trusmBWgdE09XWJRA0TFzLHTt22CngksomFYt6jCv7P/7jP0rTMWCbhsfO53tWYFWu2xmBoAF8PZ9SLs08L7/8soN5MGQ/9KEPTZuwm1imoIMtD1pin1yseWiUgs+pcw2fC+7lSmf6ilWp6x8r6rW3RlbacMm77bry8/eEmKrx7JfKWn9gid6dlqlcY+1DYnwOK+q7GOONjQ2WrrvOMuViqc4zAa7zm/3yyy9agyZhSD3Otg7AvA0bNvi2mR+33PFuG0kXTwMO/779XfbJlT91SQ4mKrAuQSAHVB4yFkhP4DKO/jHPHVIX9OnAnnHZ2KHQPO2+aDxoy8x6F2N9ZiAof8ehPeXS0S0us0QmCHq2QsHP0C71CWRNaCHd8frQBts9suGUZsHW5hlGkzdKb28LEBwUxi8eUw899NDb+2Sjs1tQC5w60lrQ4qPCIgtEFogsEFkgssDiWwDWSQiA4tbJoBeXTXRAuzQIhiGQTQ3a0LEXrWb1NQYrZaHTE088YduSO62iOtD3Y1DhrIX8yC4/7tMoX0QGgQyCY9QENOyCiNDLpWd1QoOV2dLBgwcnAVA0PGGHog3Gy9+jjz7qh5CHbYUJ4BTtz+HhYXffHBgYsJ6eHmOQEKbt27dbS0tLuBp9X44WcAAIBEqMoPGJSQsQhAfgLwQrnOUpwA8AH0CU+xv36WRGwXk0wG6VqzHA2ohuQ4LwoMV5tbQbf6rAR2dKawS2orsZJo2Dp6d8I8K2sJ9lzzYj7/Rt4RHBxIPDtzx/yhTLyfVTeAO6ncABfIaJJcAYvscJbKQE+IZuL88ye4AqvJ1Th00CerQsqGsq04xmUuScibpx/RzOlfnAH3uj3RnLqWfxgqiUBQEawu8ABc6UADWf6b9S+p5D7laMRmqP+ke0UEk9UwGmTymKIFVFqlvVTaUznpCAZrWxXPcEICX2mmTDUkp4vMr0YsNvrcUFUnPOoS4pOXDdL5frMeANbvEcBHSZkgQAE18w4NqGGiyTDEAkqpiZYHYCPFVWVnp/+eyzz/pvB4xTdKWZTGMy61zSbAH5zqWcS/EY9Cq7u7uN3+LZdFZTK++zxP6vSNYgOXl6fvmDW3jyXuA5HBA7mVShiQsmL26tPWA7xgcmj7sQC7GRVosNSJd7XO8RZZvtYO+g7p+VPsHY0FAtcmKblfS8Ysk1H5xX8/hNLj34dfu1NYcUkV2u3UrD2XLbObzBXkteL1C10eVqZisMFjP3bZjoF/7+xL1636G/PS7geEJu4fWWlIbuO2oOSP5Bwdnkrr9GzG/XVNXzQ+KZ9GcsVqrlcek/S+Si5oqw2EX9ZjLiwIEDk3Vs2rTJAz6xYXz5rZIpOmQ1rY9ZbUXI0KdPkO6vJj5oPi79sIM7NXEzM/GeEwGgM63y9lvn3ZZ34Lq62d+b335nHJ3RQlkgAkAXypJROZEFIgtEFogscMEsMH3AWuRBQwBiCKiwoTxwu4MR1DG62sobbrK0dLwWMqFjdXzHw3bfyp5J0GTm4A7QAuDEt2vkDogEI61HrsLsIzDSXAn9ue9973s+OO/s7JzMxoCdwSbAJwMKWCWFzKXCIB2TB81YgA0124B1RrZo9W1sAbQJs9KZS4zts7plq10+ob+3y8oUyMbvU+FBsG8A5UgMmoH3AECLBRYBDPJ8bVbAHjQ4SeiH4hq/PDEgsG1UuoxzB/GC/VwnUI5nI3g+vIjgeclvCEC//H7V789Sft/Uc5UvYFohwTbyUDjnw7PCswfpCfZqsYA92ho+o+SDXwgbkkA+KQEJMKs4b0Bg2IalYn4FZalYLzP4puVadddSNEADppUOZOOMNNlu9uXbV5gF3c59w6vt5pqDvhkbq0neXn36NtirtJEI9PNJAEz0OfydTQqPg40VXouZx087H3Yqowe2UTRnIEXYtrirT9pL2/y6kLcgAUVjNz9fGYb8gLWH5cYP4xidVq4Hx3L9jirQEu2rklYkLDe0EedK9I/f+ta37N3vfrf9+Mc/drZYmBd32/NJMyNan09Zl9qx9957r91+++1zBtcbr7vGRks3Wjz5RtCP5J8Hv+217PeOvpkQLNWzCGCHizfBydDB3TDERN97LphZApZ8vwIxNdnJjs7JyUYmE7NXbLZ472vSem2fd/tq9/0/9s6aXZL8GNV9HhijoUgTlbERW99w+uF5IpFwAH+m50ZHut46eglWF6Rrqo4663pkvNRd4TskdbFaICj9Fn0ZtreYgjIKWETbOVOxylKrPpA/enG/eFYK31WYwH3uuef8Hpqo3iid3PfayM7HrFlyFjz/MNBH5MrP7wjyHbzbXVUpqZa8njGt5X1o5cqVHjxqcVsflX4xWOCXfumXvP+O3N8vhqtxabXh9D3spXUuUWsjC0QWiCwQWeAytQABA5YtWzbJbBzKM502V5zwKMMwImAI9aXWWfOaD+uFem6G0LmY8MUXnrPtla0+2GCgHwxntKARxuRgXxtZJnke7UOfC906XDvDQE1BjumfoR7o9K0CT8XmhHHDi/+GDRvs29/+9swsp12HBcWxUbq8LZAtFWtumTRAk52WUNTqLRvWWdHaZVba9pZ8kccCoE83MwNml3XQHQ6QFbAg4fiZByspz43rPg6CeVXKnZoHYFVpj7NChwJcdFZD485MeRqCOxuzkInplXJU/tnxArRcuBpu828aWbiTZbaRwn3aBsAJ7gCrsVhsQ3aFuz2rVgDVOB/AUZiIcBjZ1pGssuqqgMkWVhU+2xTi5eR3hPuDjZQ8lTjmFNBwardHZj6mAB9EQ08UJR34CzVAOUkvW0DhqFii7eONBUcuzuJT/dvtqurWfOGc5fQ0aYNws7JUCsAAIHfQRW7tLABAT9olXFBePz7/jV2419AARdcQnVJAUYDb40PLVQO96FQ/TjR5QHpn3Yf1z/GNrMjf/u3fzrH33DcD4MAuraiYG+w/99Iv/iPLyuaWYDDYhWvfZz17WuXiPqJ7WR2Crj1svjz+50AgtwOTDEV6JpP6XUQWhgmSyvHzA6fP13reQxS0NSyvMJhReCuH++b6jospWjMgyZ6KtJ0YrXQQn7ylYs0vLxmxmso2y7WL4Vk5N3P+tttus5/85CdzVeHbA/vF3E2fd429I2ucVcskARNVSEwwtYAyeba80Yav+T/VMU5pGp+28PPciQzPzPTUU085AMr28bpr5b1TY5VFI3LfF1tbPTaBLQlqpsvgoPgySQfUCCBHY5jE+xAeMhdNykjveOSYoR1LIKuJyrXqsoLgdhdNGy/hhtDfbNy48RI+g6jpF8oCU28OF6oFUb2RBSILRBaILBBZ4DwtgDtZoVs3xRGcZffwenu891p3wcVVqiTVYd0vf83ig/sC5OE86+VwgmQMn9zneoe9chMFzAGaAMQJAQG+GdAHSW7vAgIIJhO6rXZrUI/u3rmkN954w4MewWY6UwTUmQPUZDLpYMS51Bsd8/ayQHLlz9l4w82WEcMpPnrc4kMHNRguFRChQDwCraYG97CXBT4JuQDGQtcRxhaMPNiIBC8h0jegBUFzCIq0vfKYjDX5AJxiuBVy3WSyopLo4HpQpp6VfNapyqf2FRQXPmeeuyDvZEXaRp7C55BswJkVYhPiFhqUQabJo7wumOScHyytIQVBKheYt7JcbvBhtoL8vol1FebBk/L7wrrDQ6YODto0ub1gARugyfnOZfvtZLJWhwR9Ci/uMEvdpZxroHY92bO94MjFW9w/uk42IJL65NlPr2zGZgAYJEiwIfcGmqyhdzlZOUc3Uf44X89v4KtEIBnnS53f77rJGYGw1bi3CsFPyoYZmhRYTV4mvHDzr5H24TQwXUctZoLVNjg4uJhVXNJlF619tw0VKaCRqNf8/gFwA2OHtxOsxHGfaOD+5joLJNVNwb2fLQ4mVi6UAVyXUoGIYpokqq9b5nqxtAXGIdtg0GfmqVFa1vGUJpt6BIA2aXIjkJ+gLNjMsBsB/YpaTw9uvuMd7zBA0NOlk6llNiDwsE4sU8BVJnBeHtxobelGBXKqVJv1V7nKxle8y/pu+wtLN91xuuIWbB8TugSAmpm2bNkyuakoI+ZnrMTBzzZJq3AuPNv5rkLvWXG/R5ggKUy4v6Pze6FTon+3VR74Kyt/62tWfugf9P03Wv+yXPv1uxqlyAKRBS6oBSIG6AU1f1R5ZIHIApEFIgsshAVwCZsroS14bfURqxNbgIF4bv9xgTYHLdFwjY2tVbTaOAP6c0+4v8dyaWew9WuwUaGBRmNJn9anmE4hwyV8eS8RyWJcoz3YZcflvrlTUYoZ5J1r6u3tndehAJ6FCbuF0ZYLt0fLl58FcvEKG2v5hCX6dlls+LAHRUp0PW9FPS+77p1lBU5yl3JfyzwAb7irJgRqAWMU6xPdT/5g6pHIWSkNvzuWvSk38hIF4dnq2ws/mvWs/NvVPxGTR4F+goOmPwl6LADGPGkZMNGfFa832DwFnOXzneaL4z15OZRFO4NnVRCd7wJgJF8CRqEYokHAnWJrkjv/eklqAD56Cg4OgDwOza8HFppqd9h+L50PXwiKmOvTWeKya636LXRYAWCDtufrzleH1ADal0uV/uzoB+w/tPyLg9yTtgwrLzivjE4AAHSlXOYFe7qNXRIgNJK+C4/Pm04l6W6SwXB/x+0V7dF/7bxVoE2TlSczDmyuLusz3HmJ+A7Y2VQqXUYBRwRy2ib2HFqHpUVpB9hgh+2X9An97GIm+lL0lGcLOreY9V5KZRdnFBytVIxyhR7n2gfXPLivYQXzXI0DiuqPe75Yf2WafCCgz2jNjXZ2og0La5mM2HsTNVsEXEqrONNqd25frhhwI7rPjljRQMrSy2+RtM5N86q0ON1vRQog1zMS9DuFBxHA0cSkH+sNmdaFe6cvv/vd7/YNof759L2aONC9f2Bsld53JsTE73dZgYSCQTatarF0zQa1+VZL8g5U+CDOLGQR1mGuFk7WhgGh7r777snaAGev2H6jZdqesa6eYksTAS6f6F/L9LuCtmk4iRzu4/uxxx7zAJAXih0YlxdF6bHvWmJon2XjNQKby6041SOd2Fb9lg7Z2MZPSm5gTWGTo+XIApEFltACEQC6hMaOqoosEFkgskBkgcWxAC/QLS0t0yKbUxOg5w01hw0QdFDsgW6xLON6ka499ro15hR4QAy3sXUPnNIoWJ3objKYxU38dIlgBQCZKWmW4ZK1V5p9t9aMWZXYbyEeAF6iMV0AlOjlnVf5pCI2P6XgMPtG1zqz6XR1LNa+W265ZbGKjsq9FC1QFLPx+uv9j+aXVqz2AVuif48GyYpmPc49HbAO4d0E9zWM0ODmdjd2BzYC/UwHKpW/XsGUbqvd5xGJjyWbplnmo00vum4jG8cyxQI8eDoCkC9frCoKNoVAZQiW8Uyx66zH7/kCKM/rUgEAupwbJQI2AuKylwRjmyjEsNJmq8vbGWSdPCa/6iUGWpYBoBqWGe6f7RvANACDiYQtNq1chpHJSE1IU1NgBvsBn2khANFVYtjuGNq46CAfbe2cqLc/Pfwx+9/XPzytj5s8D7WNKzghLnBarutVcoEH+EQwAdmBAPnSdz5xLiTsAkw6JJ2/46lm6X02utv7rpF12hO45R4cXaF7ZVQAWYc1KGgc4Cd2GBAQQgA5wPbVpe3KM+Z9MterWQAsOpIAaofHmqlqUVJLS4vdf//9i1L226XQsiPf0HOV1vUq1/XIOpuae5jYfRXxCS1Jx1qTlMhNcO0q1BekBPB3CNj+88cH7b2xl+xC/mYl19yviaEBSYM8ZgmxPos0KZRTn5kVM7Q4o75Rf/NJsEWzOi6XHlH26ROwsJ4HBlP2UuvrkvV5w9avX3/aIq+99trJAJC8q8zUBX1Tbu8wozdXKDJ6XcI2b9vq7Z2QDnoKxudsHdppazy/nbxXzWRo3nfffXb99ddPL7gobmWrb7b+zr22PNZmHZllPinCPdIouQvet/DqCQO4TT/Y7NChQxfGPVodWmnHT+VBccDGKzbI1mLhipVaVdVkJeM9vr2042kbbfnkzCZH65EFIgsskQUiAHSJDB1VE1kgskBkgcgCi2sB2ANouxUGotikoCwEYcG9fEARlUlwpfZ25Wxz6nVbkai34sY7pH81NTDmBf1rX/uaR1onPy5uW7dutauuusojqbOtMBGUCKZFlyKSAvTgbtarATnRa3HNDNlwwUAfrhypSKykVfbq0NJEXC1sb+Eymlmux7fEg6DCNkTLF68FUnKNjGkg5+yVVLdcEsskCTosOGpC93bG4uBSurFDECu81zmjAOgLga6cXOH77B2K5lwIgJZYECk+IaCjX8AXEGRMWpeAVZNAIQsqBqAEF1lBk3kwLayD2vIprC5/MO2a9dbW/mBfcADLlA+kyBbcc8cFxgI2AsYUCWgrZH2Sx8udbKTWvYywIcF3uJtjOYY/PibbxIYwE/uUwjbz7QdoP+0qsXFLF5VI7w6dxeAgwADcwQn+01LesWgAKEForpBEAW7lXJsh9aVfbrvPbtTkUkt5uyaaRj0qO1qpNButPvT7xJ+V3QIGK5IANDsAmYNT83P10xQIprOEMbp7pMW+0fFObT01cY1ekQsv7M9VCqwE2x4gBIAMQO3Wmn0OkJ7U/lFNMJEf4HpVaZ/A2IQD8LgZL0YiInGUTmOBrJ6h4SP6PcyKuVfl4DV3AdctJXfmuKKSIafhExHaxn2UzsQFhi+3v2u/xwtGIxJW34XSrYYln9NEUC5eqmBICryVqBXDDwBTfYeiwJcd/66Nbf5VBxi9wXN8pBtvt8SJJ21Z6SFLJQOdU7LyLMOE79H7yv6RVZb86U/tl3/5l+coJdi8fPlye/DBB62vr8+OHj06LbJ6eOARTTodTTbaA7feZSNbt6l9ipp9gbQof/jDH+oac3WD9P73v/9U8DO/L9V8l3XmHrdcttOZ9x5YT/fGsPqXVmkj75LEESkMBJk/zL/GxuYHRhcesxDLxakuBcPqkH1LLFdaZ3t27/ZrU15ebjfffLPkEk5a8TC6oKO6j4J30oWoNyojskBkgflbIAJA52+rKGdkgcgCkQUiC1zEFiAQ0he+8AX78pe/PMmCWCax/woBkSekH1WYGBh3j0mt8PAeW77uxCQA2tbWZv/8z/88CX5yDJGBU9377cQr/2zXXXedbb3xHstUbtCYp8gHHI8++qgXvXNovQvzr5SeYbVYT66TqD2AKbjQwgIDAwhc+2C/jPtxF/Jj7969tm7dOg/ccSHbEdV9kVpALJzRLb/u921JxzMCQrttTBGFAURrEwIpNZANh7IhqBeObaeALtiUWSvT31WVR+2Fsis0eJX7qACvOgX80JPhwCb6dJQF07E4xpqmCvKF87wSFZpVjvOJBbTfwsq0fRKQDBsUbtO3J7bzAOb3k98P1wIutwAv+u+7x8SY4jklUV+JtoeHejGszEz5PDM3sx7awpdnOzbfNtrj55FvI5XSNg5BPxPQWTAJxXgKAFtZQ3mqXUIg6+0N95/Nd5O0WjeVnxSLfcSByJPpOjvkUdeTAhYPuJYrAY0wEH3aipIae3N0jf2sb5utlEs653h33W4FnRv0KOyAnyT6PoALmG0cG54a+/wa6Jvzxu2d6O0w1k6fiqxVoBh/YQKg/fmm52yDQOAxuRCvL1eEaQWOAoQdFFg7JNC4RudFoKTjAoIWI51OhmUx6rvkyhRbUkiWrrlzmyd/FwE9xS13AJxgV0OaPERGgwjwrwxvtcd7pgIBoR35ne98xz73uc+pnNkepMW1Snxwv8uDZOPVYsnfYsePH/d3BViaZekTCnijqOuKBp9acc9pG5JueqeVNt0mNumoNeVOCOgNbFISy0qzs8zeGlsp1/XV1hKf3zD9iiuCiVT0wOdK9KENa68UcLs49/9c9RZuf/LJJ91m4TYYq6cwP8Od+s7Fyi29+dO252C/JjwUTE9azWmB5R3qm/YJICawE/cBk9RMfhemQj3Rwu2LvVykwEeWE0tfAChR7gGmSQCyBGiKo2Wr/c4etggAXezrEZUfWWA2C8yvZ53tyGhbZIHIApEFIgtEFrjILAAL5xOf+ITt1qw7KXZ417QB97TmatDd19drR15+2a68Z7uL8gMIFiaCo9xYc8gANQmyYQf3WP/wc9a87V2WXPMhg5ESshmGiTzfd6VtrWx3Jkd1pdwuxWxLisUyocF4MPAXkwsXVg1GGOzBBwXWuJDp1VdfjQDQC3kBLoG6RzZ/ziaqNmpwr+ASFWK3tD6mQZzAMGEQE34fw1KE7ZwHtfIoF/c5iTscAI+gSPfW7fLB/UsDm60vXekAGbkAQmFKelALHZ/TwDYEDgH4qEwkMT1bYp4KNAn3aYfK5jOfCpfDbXyH28NvlcVxlInrtbu8awNAqIMy7l4ddzCwIiFXV+U766TyqS48FvtQTABp0oB8iZ4paA9b/HR9IQBAWYzLNrgFh4nzh2U+LmA4KX1VCjuXJlLejdVviZ273xme6J5i70H1ZwdGVnr/tFrgA1p7h0ebtF6kSaWUrZCmIPX1pLfZa0ObnNG3vfK4gEZFfVfwpjGJgIau/8XqB8NrhC18OWws6yopoZuEvvTI2HSJBNpH1Oq1akOFgE4A1W4BmzDAAKcBy26XvMKK0l4tj/v1wo26sijl/TBlwxKFzcv+xUpNTae2e7HquiTLFdsNT4u4WKBM/gFU85tJv1Cq31muT1pAOew+vCPe0t/O4Q2nnCoeF7g3b9q06ZR9i72heEzsPel3ZhUojnbAuCTBQNy4fpWh/Uie+aShq/8Paz3aa7XS5YalTOrW5NKekbX2ZO81vn777bf793w/Cr1fCo8pke7nBz/4QUOu50Kl119/3Z599tlp1TOhXKyAWKdLm7Zebc88f5vtaW/zvp/n/xZNyPzCip9ZQ6n6mfGcA6LjJdv8OyyL+vDcWeqEy3suViHpmCOSl5eWrUBsgM8VK1aoj9PbnnRwJzR5lI1HjPGlvjZRfZEFQgssKQCKLgkvN5GbSGj+6DuyQGSByAKRBRbaAuh2hoEoMnvbbWDH32tQPuZMoLAuBsU1iTG5Ui6zn+04bC8c+ap1d3eHu/2bPDfXHhQr6oQP+PvHNVsvYAA2aPZ41oY62uxEKwOXgOnEQTASdiig0YlUtQMEsI7KxXxK53ELgJWMACPYST3pKn+hT4sZeiFTRUXEQriQ9r8k6pa7ZGrVz3mU4Bjufe0/FWo1LKAsaD2gGCAijNAQ6GIPux3jywN8gIsNcqOeyJ10AATgDPflarlQVwvcoozQXTx/iACtUmcGLosPKfAFOoEB0ErhYdkOqgVNyW8MV2b5zjcq3/Q8AKuBqQannA/6n1L1cyYqusH0AyIdeeLcqOuMKV9HaACO87bqwOB7eiHT2p/P4znyxqRNcR2JbSqKCWQWaCSif0mAGJiOPWJPzm8yJWcNsmWL2J5VcbHyBDzfUH1Y12VYtsANPa5+KetMUCZ/YOLhskz5YQIM7VSdXMu1Zd0KPlTnjL7u8VpbmZW7uSZ9ygTq1EoOxHVh3RCB7abdH3kzhNsANIsKQF4kEn5+xbN2pQIbBXIEOWmElisgUoMdVHCXFweucNf8lQI/AVtHBKqlVLegdAc/uacmxEglQBL3EczexUhhAKTFKPvtVGZ61XscAG1MH7MeBbTi3h2bKLGK0kDKoHu8xmVhjo1NZ/iGNqjxfmLMdj7/4wsCgAYTF2Frpn/Pq18oOCQmtuiJvrR1SZeWCYMB3devDW2WlE7tZK6zBSyz2akJkrCQ+vp6u/XWW52pmpHYKmDtUic0MAlMVJhqamqMSPZnSjA8P/WpT9mf//mfG0EcP9r4gm2taNU7nfoWiQvnxJptFnt9dWmPPdx9k/qFlV4knjtgDkvNFM4lqm2idqvFxtqtdPSw3XDd1TaWmrBl1dK9FYM4U7ZC+7erC19SCOZMZo72Rxa4rCywqE8fOmp/+qd/ai+99JJrktAZ/fZv/7b9t//23zxQxWc+8xl76KGH7OMf//gZZ4Auq6sSnWxkgcgCkQUiCyyIBUrW32OJtpet4cSrzp4amSj17+UKoMEgvj1dryjDCnI0A/yk8hXSLFxZ0iN2RtoYkJFWSkuuJjZkRSefs+rsy/ahxvX2g66bPOCHZ8h/JLPltn94pW2vbtOQniAmgTstrBdcMtGjS+ZKBRos6s9wYZPmXO7v77evfOUr9r73vc+QEYhSZIG5LJATa2WiWvp9ZWKvyB0e/CrQ/QyQLIAsB/NA+bQJF20fgDo6QGTnrLMMkYgA1MPded/wKtevjItx6W7vXqYf7qDWYenXnUjW2bXVYtSI/Vni8wUhchbW5zClg4uT9ReeBNkLEMgwD98ZBTjKytV/TAGGYD7SxmGBfgB+AItEFQ/zc04hWOfFF5ZbUN/MzZPHh3nyGWZuL1ynuQCyHpFeFQPwTah9BJxSEG0xPxMOIA2q/8Il9K3RYOAfVjHbN8GA7qnbadfJlrA4sRqMWq4hIGG3g5zBxSOgEMxLGLkAUzMTOp8rFGAI/VESIDhgdpMmlQBp6wSoEqQI1ioSCAEYkb9enl8f+fsEc4DdoLe6oaxLzL9KBTrpsd9e9321c1xlU3qQYA/Wlwwr0jusfO6jYmcWtyfrXRcUMIlzoW8dl6tplc6ZNrw5Uu9BU/LFLOgXbrwXAlha0JNYgsLG1n3cYoOHLDP2iFVOnLSaojF/5gY1udiWqrdvdd6uZ6/CcF/+3F13+fhx586d/jt8b/1uB7roA8Zzz1js6T1WdP1vqT/auAQtD6rIlK/woDYxBUBqatpmE6N6P5jotqbKLot3HhQYJ93ZeQBbJV3PW8mJn9jWkrc0pzqsu9v8OSop3i+N2012Qu8lJIhDZwrC6Bnn+OD3/I477rBvfOMbnoPI66wvdSLqeyE7lQmDz372s4Yu5nwSDNZ7773XOn/2Px38XKaJlbGiWhvSRPJYin5qzO+N9zTstOPtjS6Xgu043/Ox33zaNluelIB+ZGLiA29YTfKAVesCFw3Jg6FslU3UX6PgU3fOdli0LbJAZIElssCijLx4yfniF79of/AHf2AMrGZLR44csWeeecb/mNn56le/apF+zmyWirZFFogsEFkgssC5WiBTudZ2DKyXm9kxH5A3lw468ALo2Z5qsB2DLXMWTZThmkTKAxIwvN9e1SZW1JAzkWChMcjHdXRZYsT++eQdAiMIThIkAi51KFrystSYD/yD4XvOXf5wW8WNi0HO1LA+PHLpv8Pf6b/7u79zpgWaoFGKLHA6C2RKG+QBf1SAJU/GFDwVAnh8kwCtAmhS3wLZ2A5ANSE9wOuqDntgiwoxBXmehO15ICEOCsoJGKVrxOwpV+Ro3JdjYmlSHv8LUwiusX0aQBlmoiEzkrt5i+G5Vy6nMBhxqcate0tFm7NRiSwOIFfC5AVt84KnKg7PdUaxvkpW31+wszC/l0Jb8/sn2zxVfL4cbdCBcWUYEeD5TN92j4BMZHVc3wFq+xQwhWAgs4GUBdXLfml7T/1rch89qHOSS79qhy+GnADGBxCtyqa8TFo2IrZkdUwAqNyTV+kaAJ4SqAjgE61O2gWITV8WpjdHVivo3KC9U9GrAUY5HSLBu+unrh2Jcw54ahgJu3KORI0P7iaYXbWq93c3fFes1yDifWif0KZIi9SrL76+6qCdHK9zEI0+vXJC91J8WMxTtVVtA4AltaYabc/wOtcP9A0L/AHDLkrmgBPju5aWljnBreGr/4PF6m6wAz/5n1aaGdA1SXiAnhf7r5icSCTSO14cuEh3vfmEfbz5eem39vvkBJIbBE3Ldf7USnb02tD1f7hkIOhEzRWWqd7k4FZpz4u2sWzExkd6rKh/VIQ+PU8lDZbof8MyNbtsvC5wY595X8QULKnk5BOWGNxnesOwjlFNwOoBWKb7HpkHnqfeviox0EvsiSeesF/8xV+cWcSc6zMD/wB2Fnq24Iq91Akgct++fdOqveeee87aG7Surs7qKo77+xb3gHo//eWsTNoZ6EYnchkFYxu0LeVtCqS23vvrM7nXT2vUAq4wUTja8injHokPHtBs1ZDl5Bo/UbPV0stv0czglI7zAlYbFRVZILLAPC2wKADo//gf/8OZnrQB7YtrrrnGhoaG7K233ppsFp0wgCczQl//+tf9h/Kv//qvJ/dHC5EFIgtEFogsEFlgISwQX327PXmwz101GZQzwAAsaBVj6HQuo6V6sS7SS7Wzksq7fMANGwqdMgI5lIiJ4tGR9cL94caX7J877ipobpHt1oAb9tFKMUkD1kpMzKURGxY7qU1gyz6BBRdDAmS4bdl+26gAIhVPPmJFqzZaecs9Nrr+Qf2IR+7xF8M1uqjaMDGmCNvlVimACWALt/YgfBFgFi0VcOnfAeDpbWcd/AvMSygWrMaYmHzNsQHf7ExRz0g+BTxS3mKBjwBd1WKJFZXA/CSsTj46vI5393vKVAoBMkfXtC2/OVhVXv335AAa6/pjEP3S4Bb7frcGpPmEWzWA4hUV7bY8PiAwtF8TJyMOzVEfqr0O9+YLpLwwhW0I62C7TsXrBjiEWerb8sfMlt/36yNf/OSJUCaMdYIOPTuwzYP50BcBRp4Qcy4psORMiSjuV1Ud1zUbd3Yk7scwbuNFSdk1iMZdKxCGMsOJGTRLYU9iA/pO1un/iAY/LPB4SH9dBexQJEBaNbGEjShjVIx3t5qYmMW5cdWnHleAJ5jn1MkFLc/qejCZtEW2v0c6sQn1S6EhptlU2bEP5cAES5sc5QWAxNQft6lPT5Uk3D2WiNpFCqYF4x692cKgSUGNC/NJRPLa2im35YUp9dIrhef67//+7x1wW7NmjeHlN1fKrL7PBq6pt0ceeWTWLKE99+/fb++u32VNiX4PpNU1gQxDoJ1dp2tfNnjQyg/8tQ3d+J9nLWfBNxbFLLnuo9J3HLbS9h9a0Ui7jY1OuJxHMldm1U0rrW7ooPY9pkCJa4Jo6zMaEe/bbYCgExVrbEwBkMwG9VfknigJPdN1erZWydPksFzjDx48aL29vYYb+3wSk5dhIKQ777zTCI60du1awyOT63MhgPqTJ0963WH7AT8BuM8mYYMf//jH9unyAZ+A1ouJl0k3wnsY71e+rMkcJq5tRL2Lzpeglps3bz6bquaVl0BHRRmxl+MCr+cCM+Pllmp+l//Nq9AFyFQkfdqiCckNJmr0NyVZsgBFR0VEFnhbWWDBAdBdu3bZ7/3e77mR7r//fvvSl77kEWZ/67d+y1mhofXe+973esf+6U9/2p5++mlngP7O7/zOBREsDtsUfUcWiCwQWSCywNvPAuhMwXJEFH82jazZzhh9qpyipY5lD7l75XINSgAcxgXKMNAOXNrF+NA6jM6rFPxjozT1iJocJlhSz/ZfKf26486K4iU9nU4IsKhz1hmshbNJHF/ItjqbY+fKCxPsF5uftTWlXWLmCQgRqJDp7RTDRxcZvQAAQABJREFU5aAtUzTb/uv+UCOMU91f5yov2v72t0Bp17NWXF1nw30CQS05CeyFgJ5bwAGuvC207ICePqaArABiyykqtGuHMnydPCZgPBIVPEgEyMk4IyohDVCgteA/QZEAWwWqKS91eBvCevJHe7negPz+/HZ0eIcF5BbbuHR+O10nOHg213ngsk+ufNpdwNE1BbGDAcqgmrMBDHUmar6s/Nn4Gm3w/SwoP8GcaLAXk29H/rDJ/GEb/ZD8TsqgXEBDXN/pLwju0y89Tv7ONjXLpZxnnPNAioNE+TBhcVHnjJAhoA4AVZi5sD9pMkBpZRymKBqk5sDjqBiiP1P/dmi0maImE9Ho6afQT4WhSh0BeJp1Xc7JjCwEpvF7ICNwicBFmwSAesA57S60WbjMN8mZo/oGOOV8Voq9y/VDtqBb+spEowfk3SeZBYLqLFa6+uqrF6voS6pcIl6HbMOZTMTZTgR258sKQAg4V5gIbrRs2TLf1HN0h70T5qcmP7qkq82dSGLisk9u87WajIkP7FNgol6BjfMDCb2A8/jIlkjvtu5qS/S8bKPpYjueHPZnE6C9tNPslm3LHeAE6Ew3F06KBpUWp/sCkKpyne7v9mktGdHkKLq5PC9hItjSfAHQBx54wO6SdAC63qG2d1lZmX3kIx8Ji1vy7xdffHGyThiZZ+uC/8ILLxgu9KV6Vylfn/bnnskriWt4ueqa9W427r9DuQwaxlPvVe3t7QsKgBYnu6y046cWGz4k7RTpJycqbRxWZ/Pd0omGyXthUrEA9VKximMjxwTMit0vKYZMzWZLrXi3ZUuX5rm4MGce1RpZ4NwssOAA6H//7//d+BG84YYbXHPkdPoezEo9+uijxkwhsztf/vKX7b/+1/96bmcSHRVZILJAZIHIApEFZrEAL90f+MAHbPv27fYP//APngO9NgICzJUYnK1qrLGBp9+0TWVt7u4O8ImeZxjJOQy6gUYd7qXvqNmvwdByZ1eF5eKW+ZwYW4AKgAkMyDMCB+abYDFtUVT5VYpCzwAAd8GTGuTv04C+Si74zRr0U95RMUqTBS748y3/vfU7bV1Zh0fl7U5VCQqSK5mGFg3WY4nuV616//9rQ1f/x/kWF+W7DCxApOOSbL/tq7zbSvted2Z1qZ4B0KoA8+MbsDBvDIFcvqx1nh1PBfsALwHC8liYf4u456Cc4E2QLospD8FSynXP4wafP0RFab9WCt3T2ecwCQWSwrqCNf8EOAVIva7yoN29bLc/mzAKGVh3TdT40BqXVNiPfrg+giN0OGBoQZmc8+TJantK2pOwYukvYmoIACqcNf6fkpSforyMgp2cAwlwUv89w7ie8/MJ4lMlF3faGfBQg8boTNRfxRw8AFCECUpfxbkuF1tdXac0UsW3yrNXC41Jn7defQc2CozkTVb5KoVGq7xQ4zgtd/3gRMlD3Vhf3+H5a0sQCVtu6+p/PEfeBn4EWQvWfZuXUmQDHqSpRjIJKfVlPT5JBWCWFCh6TPqxRBLnCixGYoyD/meUzADa0JE+cOCAvfOd7zyjSfhdfvDBB+1v//ZvbXh42PPDYPzYxz42eWxV0ZDuPWl+inUcgp/hTq5pWj/hCbHxisc6lwwApf7i8QF9lFh85S3Wc3KvpccFhinF5N0IQBpXgCOAztlSTsdJp0EPt94JpG1ZmOgzAq3fqXeEUKKmMN/plpcvD/TKT5dnqfbxjnX48OHJ6m69+QaL9++1WEqMVHnRZMpXS1Jg4+T+mQtgA48//rhvbiqRXILug3GBnAREo6+mL6FbILBkeXxcxM9iOzgyNQm9kLq8sbGTVnbknxxwh2XZ0z/i7ahsPCbAW0zglk8KBF16jxnAz4rD/0uu9pIZyIoJK+YpDOXYyHE9Fx02tvHTuieDCYWZ9o3WIwtcrhZYcAB0x44dbktYoKcDP0ODkwemKNpj/GhGKbJAZIHIApEFIgsshgXWr1/vLmDHjx+3D37wgwazYPfu3bNW9dxzz9lv/MZv2JZP/Bcb+9l/tsTwU3q11qs2wI4G4w7MaESOPiAv4LDYcIdHQxAQdGaCvdUg/dHryo86q4z8uNoeUOCSngIX0sLjAExvX7ZP7MxuHTPq+nuADau1fl/962oPbsG46MvVVOAnOoBP9l2lIuY32CfCMqxV2FadqdpJRoW4FFqvtjXxXrFcXpHPq1z0IhZo4aW5fJdx/ZtQ0A4N4JfL3bO9e7+D+rhu8nwAfAVD0sBEAFmkACQMQCzfxgePEw9PmImMWuf5YqGQcQmj8LhcvWuk7RjPCfDIF0i09iA3+f0wrywPr/k+3+5LUx+0tUK6ohsqxD5TnTyPsLnLNIiuiHU6E5r6M7SRDCpbn568mrCuqSL9NDyMk06A51Il+kEcRxs4hDTZTl+Z2k4FXkc+Y3BMsJHo6MOZctcq9UJm+dhWccxd3AEme9WnPNu/VeDgFFMURjrlhMGmQsCTFnCeRJknAS7AqIKBS9/CVmBgmJYcTyvjkgahfbAub1/2pmuT0kfR/taxOt0Tpdak/m5QgJAcVB3UwcaAmFwxwA9WKB/WOTamPFiveSsEdmK1MPl+P9S3MvkzJgD01YGN3o+tEQAKSE4U+K50rSaKVrsLfGERC7kM0Hchgqws5DksZFk33XST8TffBNPz85//vHtnAKACJgeTGUEJufJmm5iIeaCu4M4p/G3TXSnN11xMk4qlp/7mzrcN55IPEJNgR0hyQObBVZ2ETiXAJv1jbg7X6EzVBsuWiSUqtl6JpODCtEzBFa+uafV+dF15t1jM1fb8wFbr67shzHLJfQNA8nygA4pcxftXHbLSw08LHNY7hR54WLtETE+u/fCsDEokEALWvQB29Uk9YnYjK4RecY3LGQX3Q1yTYhPqv3nmuyem5CgOHTo0LzB+PoYtPfEj6bvuldt7lR0eKLMjbcO6VkV2C32O7RH79xlLrvq5+RS1oHnKFEyLSUmA90xFnumuvjU+csS3l3Q8Jft+9Ix1gsEgT7ht27Zpz+AZDyzIUDQ+aCVdL+rePqz3hKSzTyeWXSXG9HX5H76CzNFiZIELaIEFBUCZ6dmzZ4+fztn8AL7//e93APTYsWMX0BRR1ZEFIgtEFogs8Ha3wHve8x4/RfSn9+7dO+fp8iIIULpt6xarWrndxvf9TGyuAGwZBwjwgbvYJ7BCNXAfzhBxWC/7GnzPlrZVtLorfKPcMnE3BVRYJZdUWA2vDW2cFTS9sqpV7LousdMm7MhYo4MPMEJvUhATBgAAF+j1AR4wuKjQgAD21qM9N87WhFO2oZUFqxR2TehOFmYC6BiTEGPJaK+zWSZKrgl3Rd+XswUY+Ivlgp5jcmTApR1wlXbkSwNaQCxALliP3ONhYhsb2ObL5JnMG+wL84bHAcD5sj543tCb7BuvFLAmhqAAOIoM/gKQjhWeUMDNsIywzJnfgCw+oaFjYIMOKPJ0kKR3qQE2x7vre5DLKwpdrj2fjvP2549imcQEBQxVkF0Hd9no+wCHWQmO45v18Lhwn+ctKBsemJqnc094ZPNfXvWkmN9jzgTH9fyxnmsEwpj9yuonbZ38bwEuKRMw9+baA/YT7X92gEkRExuy0SPbr5AmcbVc4WGakWgztqBXGpAL7nGxJukTmhXhnf4JVlr+JFRXwIh1AFPHAJZeU3lUDHm5p0oKhPMA/OwV8x1GZ3OptELVR3Ec5WB3gIpMVvqxk+XKVtoOCMvxAUsYsJTt3sSpD62HmwBLmVjqU10EsYJt+qYAT/pLAPMArJ06dDGWooBx529VXLVvv/322QuqXmedHcsUIGhEAW5Gda15TrlvFQRLerHcp6OxVZKrWVoA1EFMga6x0VZbuWKbB39C67Krs8M21w5ZUe0GaYBumPWcCI6U6JfGrSYXN9X0WHYobfVFvZro7NC9Hbwb8Cwtiw1LC7TX9g2KXW8fmLWsi3qj+mhkAD4pPPzgnjc12SRpndY3LVbTGADWkj9xl+08U3Zsg4I9zXjgBwbEtM0n2O9Ic6CFzAQTE8RIozDpxkTIkPqu1zUJXJhmyisU7jubZVzfi4eOqoMSQ1eBNU/ufckPp48Z0v1XnWqzjEBIW6n3SyZ3ligVp7qtWExPNWwK/KRu+tnK9VYiD43Y4FtWpKCDzjyepV1gN8Rg6enp8b333XefIRt1tgkblR/9hgd9Kk6pLPXfTALEB/c7GzW55kOnXN+zrWM++UdHR+173/uey13dc889tnLlymmH8bvC34UKkDWtMdHKBbPAggKgzPRUVVW5O3thp3Wmsws7qFWrFk+j50xtiPZHFogsEFkgssDlYwF+r/BAgJkwW2JAju4Wrk2luWEbjuv3aaItiEStl83gRZ0AIrh5Kmqr2FUMulkOknQLNcBnsE8Aka2VrbairN86xLTkBR4WVlNiQMFW5L4k4PKRrpsEwlRONgVmyWpFXq6Jj9mR0QD8ZOdKBUdI6MUf0IIXfgAhXsIVUtAaBTZsl97ojqEW6xAgcKYEYABUBANrtoRL8FhKgy+5VEUpsoBbQM9FpmaLTSj4SHOmw0ZLNGDXfcJ9FDJ1eHZmglfaxHhIz01gR9ZJ4bfvK1gnn2fRMezz56hkzE4mqx105UBhaP7MAd4x5IR9OaGNlWJxeuLYwjKDrfl97Anq51jgMgQuAFdSembLAOdUPu755PRy/CNY1iZvV9h+1kne5vB58pVgu+8rWA9qD/aFdnG3ca3QCpapGUAXMBNQ8GoBjWWSGuC55Bh0e5kkGVQ/AJMbMDKt/gdAN6H+gSAx72t43fumN0fXSSajSXIcV9r9y18S+zXlgGTYDmoFTNwvvcyn+q8S+6zW7m98RbYe8D6Olhb2E5xKYA5FXk4M20brEDghRpzqpR0dYpB3S0oglRNbS0CoAxWyDiAn2qHcM4A9pTGdobb5/aIyJ+2pE5xcpnKlcJ1zD5aL1M/VKrr7egc/87kcHA6WF/eT8Q4AaDoduD8vbm2XZ+mwQh/vvUYTfCMC4/sVUHDAn/m4gK8JgZ+d47V2eOKdttQiBETzziy7Uiw3TSIO7LGi4V6BtEl5aozZ8Y56W7P+Smc2znrVBAqNrfu4mKvlFhvYb1dWdFhZxxHLpdUH6VlnwoDnvlzvCExUbJ14xZLHHjVb975Zi7soN2aSVnHsOxbr32OVJ1+zG6q6rFoTS9nBcsstWy1mYIM3m++E8sBgjA8ftokZ7vBHjx6dPL1OaftWxlOuY5xSPz+Sq/R+O+hbcjYkhnyH5IEKU/ibVLjtXJZhNhbpnIjuPjOVV4pZn1afJrf4ooxY8LPkmXnMQq0HdaYsGwsn8ApKFhCbLdYEuXttjCkK/XS5hTBna2vrJPjJttNJQ4XHnPKtTrms7RFL9O50RvZY9dXe15fKyyI+LHa09mcU9Gu8YfHZzHh1hYxsiA6FwdgAR5HcIDA3Ov8AvZGEySlX87LYsKAAKBZDN+2JJ55wwWJ0QOeT0AElRULi87FWlCeyQGSByAKRBc7XAsz+fvjDH7bvfve7ky986FeTeDH60Ic+ZE1NTVbU/4ZeIMesdMVVduLgmK0p6/ZBfrHYCwzhARtGJko16I77C3iv3NqvFNiJm3q5WFG4YuKSStRk3LcAP1leDvtSQGaZwIFN5Sfsgabn5OLb6NGMAWKGXe8wZSnp2BUymWDCJMREBawAhACUgAmFdidsUNzDiPZ8OgAUF9Ebag47AIt+Ke7LMFdHCjREK9UugJaBcelJFa2wWV6v3VbRx+VngVTjHVY8fMRKxp+3+grBWHpsighmpME7Ax0mBTzxxU1KArTiq+CbDYXbJvMG2TlqMlVr4HtV5RHP4gCgP30Bi5Ay2YaDdoLw8vlE9XOmfN3s51iew6SYizx7lFTk7ETad2opXoM+qNfPhw1k8x2UeOZEHYC6aLZlFfwnBSioQgAQYTBS4Lj0fgkkVCk2GGxKnvVknmnOMiyxFSXd6msC2YEh9UP0NyR46JWWclmO+xp2ixm5TiUWCeBcaVfKrXijQJdinSNNZuKmT0GVugUwlCrIVJP6pvbUcpfnuKXmgFoaAMr0dZwkYGwAzWryRFuCCMw5BziCa2O2qbLLjo4ut+f7tzhTr0aBka6uPub906jsTP9VHx8UWEpQpsCOKsrbw/fUQrDPAc8CG2N32o2bcJuizl+IdNttt0UsokU2fGlpqbWnG+zbHbfZvUSDFwjKxOK43OL5jftJ77W2fmXjIrdiluIFLo3JrbhUAFN84A3dry/5LXsitcy6xppsOS7Hp2ECEqF7bMMvWLEmWKve+KL6EU0kyZV/OA34CfwpJnVOgJVmDPi9bnv6/7aHs532rne9y0H3WVp0UW0qO/Fji3e/bINdx+xoX7E1l5R5/+C+JnL9J2BQpqzJbZQpX+l6qcVi01oBAMrkdBhUi5NrKBn1CeacbO7BLL0PCPSW6bWDSSP6qKlUWzvlDj+19eyXcgCMuj6WGvODN2zYYHitNjQ0WEV5mYJGqo9U4KFccdnZF34eR+COn4uJYZ8ZUd8/IyFTktUvgSaws6fRJoV8tnr1aiNg1BVXXOEyUTNKOuNqbKxdgaGOqLOe0KToRnvt1dd8YogYLxvXbhYL9C1nPS8FAIrUFdq6TExRf2Fqa2tzkh7bYLw+/PDD7vZ/8803F2aLli8DCyw4AAqaDgD6h3/4hy5kvXnz5tOa8W/+5m/skUce8Txn4zZ/2kKjnZEFIgtEFogsEFngDBbYuHGjPfTQQ54LTwQkXAA/r7rqKg/owA7cfXnBLC0etOHa6+3YwOvWCCtKDBTc7wi2QdAPdDyPyk0dRtZ6ua0DVMLmIHhIudzVAUFha9Zqe7NYLNViihCtFCAAXcPNFSdtVVmvwNSyvJtXwpmjIaCBTifHwAgBJMElmJAlgWZecKIEBSgTgAEwMlfaoKAl71/+qsCHIWeTSZ2PUtzddVhMAdzMAEQpp0dBkZ7sW2NHNWP+uc99zqp6nxPqMGzjK+6S7//CDCzmame0/eK1AIP35IZPGN/FyR6LiwXFjZgRYDehiDkxucczDA3xqhAk9G+253cKw/MUsPnyB7AlPNj3BquAmwQUYo3DYH8hJcHA1/OrEIL1kPLZ8izBYNtsn2G72Ffiz/GE65mGg2l3Y1e5IYuIZpH8vPJt93WaEO70HGf+oO086/QdaPkCaAKIAuqJM+PL3WK3dQnge0ftW97PDAvgDIMKwaQcn4BdLmaPwBOOC/uKsPYRTZ7UJZI+4RJuQ6czJWBlp1iTRK2mL3EgVkbEshvlpkrfRTo82uR9VkWZEG4ZC3CTfgczk5tzhqXKdlx1uRrIg0xoMiiutbWaLDqcbFYfco21lHe4O322hEjzYs6rP6NuT27Q4DK6cdmY38bipG0n7wsCNxW5Jip1BYFjQuY9Ryx+YgLtnnvuCYCYxa/usq0BAJQECPoPJ+/RvTnsv4MDuncHJX1A2hRf8KGsl3umD94Nkus/bgTH6excYbt27jKCHg7o724BYd4PnaGQrDQbiwVSMYFEeaXSDh1LBiAbh/J+UKLffJXqkjz/9E//ZL/+679u1dXVZyj5wu3Gtb/s6LfE/Dtqw/0ZsXfj3lfzPjSuM6lI9wv4PREAoDQToBgAWIBdYcJDJ65rixwR6cbNdbataasVC4hsO7RbE9PD3mdNaFIIVjn9Sb3Y6IemzLdg7L5s+QoxGFcL5DtqsWSnNTY26U/Au/rFmLQ2M3FpqFcL75Au7FKmnBi0mar1kilSICa5wsOyDDpm9bFi1OakCzpRc4XaNaU1O7N9CenQ/sqv/MrMzWe1XiSXd7TB0SHt6+ubZMUDOG7YsEFlaWpR7vrYa6pDP6sq5p25ubnZfvM3f9PwRPZrVHBkS0uLg720K0wAv1G6/Cyw4E/q7/7u73qUXbTTQNT/5E/+xB544IFTLAut/Y/+6I/sK1/5iu+788477eMf//gp+aINkQUiC0QWiCwQWWCxLIC7Lgm2J38zEy+9WTEU0Kra0NxkL3c0+6CkUkxLRPhhZDE42z0cMKyuLGt11tUxRWVHlwpQYUtFu4KrpOW+3qvii8WCSjqzC9CCwEkAQbiEwmxh3A/QuU4gKkCk9jhYOaJAH+h7JvQHQIPbF7qdKIa5tp5yEokbQGBgfHa+ZpVYWB8U+LlSrvUMRmCX0T4GDbDO0AN1EEbg0gm59L84eIW9Lnf6Tzb/q638wZ8J1BDLgQbqJT+zbJv13Pm1CAiVOS7HlC2pVdTbT2lyoNKq9n1JjNBjAul0c2TzoFbeKNwu/ifAKtB21Frw37fz9AXQG7l4DvShRb4ZKwWJDZNLk8dzr5bAYtQ+AEFY2EhLhHnDo2f7njkOowwHWTVQK4mhKye+5CTYl69befLN8AVfDtvI9+TO2Wqcvo36kbfwoB1islVpuVHMy3G5dsIOha3JZEmtAJ9Ag1OAp86vMJGPCRCAFkDIU5PK0eZJoFEZ3L75jNRBHzRXQmfvpFxKYZXTT8HsRd+UMqmNb06ZvsOZs9rAMWgTUG6FJmI2lHfaz/q3OxseeZBW9Yu4sVYUyUW2VFqr3iBaMlWezD530j7OGbZutyaUwn6TvnYpE5NnsMsY7Edp8SxAkKTC1C+mMn+F6UJHPc8IHNtw64P2/Rc7vFkw6s5GXxBGI08SAGBWz05hoicg8XtNwqX3xRdfNHQaL8ZUcvIpK2/9rutAZsfHrFZeLhUlSO3QZxRZWgzKtNh58VKBlzrfnNjvAGNEKc+WTWfyHjlyZBL85Fy7O9utuFkTbQqc1BPfaAOD0hRVn8RENH3kKgVkC/tK8hN86cYb56eHTv7TJvVTqZXvVluliS53/SLpXcL49ICAkjIg0E+qWRPDFyClpDtanOyWzfdZQpqfSCsUyxWf3+iJ2ivVrrsXv1Vogwu8RwKgunpKhgAJi/AXLSd7TfsBWsRWwQCdCX5SHYA6LvG4/b/11lvuCn/XXRfmui3i6UdFz8MC09+m5nHAmbLwY/W1r33NCDQB+v6FL3zB/8JZvH/8x390/YVCWjsC2DBBz+YH40ztiPZHFogsEFkgskBkgfO2gMA+XnyLxFook5j7xvoJ6xuMCyxMWNd4iQffeEJueDA/iMxeJ9DieB78pG5e+k+ml1mtNMyWy/UdN3XXKtSAHcClGgBUL/EwWsoFbq6SxqeG+AIbeFcEVjAHKAly1JeWU6tYXYm4tusYcSPE3Bx03UNAiIT09LrlQrdvdHY97VsUPKk+ofyqu0cAZ5jaUorYnKDeYjs8ttL2Dq+xfSOrbDhbYb+x5vtip56QFmKYW99ia8Sk9dT4o/db13t/KhB0bnZBwVHR4tvQAsk1H7BiMUDLD3xFerknBMyLyZS/V8C2AsZgMKj3wEgF43t3pVZewEbycU9PHitbcTzrjpFpPdgH5xBQjydLf2EebaM8ts8nTR6Xbw9lAXw6E5Q2aXKhL10ukFLAn0A9POuDtvhONSpfS/g9n0oL8lA/+qJpsWYf7rnZrq8+LMDwoIDGtAc8AtxlwqNSkxp+wnPVw+lSlmcCfA6AEqpCYoPdTHSECRb6iMDDRvUDMECxYphgh9I/9Ws7iTYMaeKlPVXvrM1mAQwEYeOYlCZ+ADID93cBMwIhwkS74+ojmJyhX0L7DyYb/Q7bYMozwdNgQw5c0+IQCPUyCkzsYKjWw+tFcwF+YXwRgZmgKJS91AkANEqLb4H5xIa4GAJR4Tnyvve9zw4fPmxnC6ikGm6xRPtPLKZ+NKff3MLEJALPVnuBzMMLL7zgzOP3vve9hVkv+HJMutBlrd/3wEf0lcOpnL8XIQVEn0BPwzvOeFL9RrV+JxSYB/ZsUXbcslUbbFza0mFChxJmYmEazcndW+8+sXSvgSn45A0dnBKeMXjUECgvTGALC4krZKpaJFvwoJWeeNylC4pyCiwkBm9GbvtJgZA5gbgXIsFOZTKytONJMVQPCy2X9JLc3mF+plfcK0+NmkVvFoGhCEQW791hlTVNLmmIziZszLikDTKJZXMGBVv0xs2ogN+atWvX+t+MXdHqZWSBBQdAsd29995rzz//vFOQ+SaF2monTpzw9fCDWaw/+7M/szO5yof5o+/IApEFIgtEFogssJQWmNCLOS++ZSeftJ7jP5GbeFaBRao82jEMrlUEK4qNKNiHRP71mu8v5gUNBGgY0l+NAAbYnbjvEhgEvT1ABn6IQ21QGG1ehvLk3L1zQgCMBv2iPcEIxb0OwJTjcVOX469ltB/3U1hQMEW3VbbZiwNbpoEbNAcAo0wDkF4BqTPTsKJg42YPQPL6cIt0RNvtuqoX3TW/WC+MgFQ+1tByGOE7N9Zh6R/+sv0k/isuGYDe0oYNG04ZuMysK1p/G1lAzI/Rlk/bRNVGq9j/F2Kg7NHNqEFuWlIN8AIBKnXvwPLkvgXo5J4HuAKsdMam7iy2l4T5pzA5B75Ca+nWC8BA/wLs474MwDHyxMQocglQbtSCMtg3LWm/A2uFG7UNt+qkdHBhkvZK/iEr18xEca/YipKUEKBH5RQ72Y7T1VFY9hzLNJPAHgTyoewJgaFdmsCACY5tUrLRiAJ7rCDwmbTVkNHAbmHCvjSG/gL71QiQHJV2MMqeBCIqV//AOizuMCHVAauzRqDkajHSe9SP0XfASgfsZfLm8FizZx9W3YMKzNZc1G8nxFI9OLYi37aMgtH02Zpi6SEL8EYGRNbTX+gejy6oXPzVF42pvQDITAJRFm7xaQVLAhRBR5l24wELAE3is9CsLHOtuM5okKLzh/0JNtOpMgGGgqvC0UuXZkYWXrqaL6+aYPHh7g2YMlsidgTg48WQkHErlHLjNxOdQYhBMM/mSkm9W5Qf/ab0xhUwKDeiZ4obXv2hnl/ubVz9f9h93bTDX3rpJWe4XSwBXGBCVh74KyvpftHfFbJpTYrZmCaEx/XcC4jUs86zTCoVcJgZPG6lAJ8CzSbqr7cxIoTrt4QEw/Xxxx/3oMqweyFMAYZef99nFGzoRwLZXrPGMnmpyDr0F/QFy/RudTy53P+8ELYvkP5nWB7fGQG1o1f8WzEuu1wbPitw8UIBn4XtypY3uaZs0cSoB2PKSp4GhupSJTRd08tvE1Fg0BKDb0jjfrktb9QkVfKQ7uWsjdddY6nG25aqOdPqeeaZZ6y/v9+xKfqTKEUWwAJz98jnaZ9bbrnFnn32WfvmN7/p3wcOHDD++EHYsmWLC+0ClH7kIx85z5qiwyMLRBaILBBZILLA4logU73JRgTyvLGnRO4zr7tb+/KSQde+Y/DOQL9BDE8YcKwXDspZHhAzIS1QE4ZXpYAGXN1wVS8BqBCYWSXwtBT3Uf1GCg/w7eEZTQhfgO1EybC3KuVmVCzCFaASv6ksjQtUIMAJ9a9VAKb2soZpgwEvy/OqLIAnASowUUPGGKWQcJe9rXafgIousdKOUANNmkwscz4wziindnSnvXbwtcn9sVjMYEfdf//9BgMjSpeBBYRIpZvu0CDnKqve9ScCQXfaUK7Bkp17NTAdcjCM+wVBh2E9B4cVJATADZAP1mG1/ngOGPeHg+Q5rZbPw53Lve9gpJZxi3YXfA5UHu7TcJ+qnl4wZbCtIE0UV1lHw4fs8LIHbOyVP7MrS/ZrkiHpDEbueEBCA2DlS8dyOG0418TxBI2Cic0AHnATILRffQITETyHAIUwMGFdLhdjs0w2AliEEcazxwQIEhyHpNVZXzIisEEghEBQbEhfQSC1/aNrFChmOnjy2tBGLwdJjjox0ykrKWb5UQEIOwSWMslC4jl/c2S1GJyj0ifuU3kK9iaWFVIZtdIeJQFmJzTARdOUesNBBWBl0IZyn9wBuN0vVnlCrNRN0jv2YG46L2fs+sUquEQUhIH0zS6+uZbYG6iVPomyCdz0pspc6gSrbDb3yqVux+VSH4FZXn311VNOl2AnH/zgB0/ZfrFs+OEPf2ivvfaaA7Sf/exnHdCbq219t37R6l76bYvJyySeFRNUzxTMZtz9v9Fxh5bL1C8guZPQBEfAtoYJeu211y4oy3Gu9p12ux7S8uPfc+Yn0dKz5attdHTMSnJJj9hOX8b7EZMy9App9RmWHFa/ccRKkiflQTBo47hqi005ODjoQZTp21kmEaxy06ZN/j6RHCqxMr271MUO2dbaAUkCaNJHbPBWTYTsHN6g/jJ454Dhd/fdd5+22eezc6a7/vmUtZDHumb9aQIeLWRdM8tKN96uTXpf7EYbXHqfAriRh8hUrrPU6g9YrrR+5iGLvr5z50776U9/6vVUVVW5bvOiVxpVcElYIHxXWZTGQjN+8MEH/W9RKogKjSwQWSCyQGSByAJLZQH9pq3ceJ0l2n5k68u7fEDiAIAYW+hoEuwIra5mRaqF8eQjd30ycEEbDzACAPOqymMaDIxbW7LeXbdWl3ZZY6kYLnrpZ6AfBnOBzcY6w52s9sEMa0r0K2hSEK0eYBRX3SDlFCV1SAEAmtWWEUWH7jsFAKVtAE0rxSiDpZpT4QQ9gvUJIAXjDDAE8BMQhqTqHYsIl/0F1yGIYAeDmsKE6xqTnV/96lfdFXD79u0GKBqlt78FcgqMlRSTJ1eUsOqRI5ZoudPePHTEahS9GMbhmAb0sAUBwHCF5F4CWJwEMnWPO94V3nT61qYpIDM0YX4b2cLEsxIcPf2YyfLCjPlv4XN+b/uqdOgyq+6y8hv+vW0rXW7JMQVBO7TL6kqCIBvUA+jGAQ6c5o+dtW0z6pltleMoDHv0ipFJy3EOrywSqJgQ81MgRyBREUCsgCCAIXWaYCmXSzzPXAAultrxVKN9rf1ed99/X/1rtlb9Ev3EkNibgJnPD2w7pQmAkT/r32arFXStQcAqoCquo7A/RwW0FCYYljuGMqr/uIPVuLxzfK/6jDJN3PCeX6ygVw5k+pkER9OPwO48ka6fZK0eTjbZ9ioF63AIB/CTM2dCJj+Rk7erl6BlEv0fmdxkLGohJWB4OFuuKPWr1I+d+zAG0Jl+knuwPalgIZPwLTXPnQDk0LaL0tJYACCLuBGwKUkExyEA1XXXXXfhwb/TmODgwYO+FyDvO9/5jv2bf/NvvO2zHiKgqO/ur1tp26NWOfCqDfZ12493dEqKZrVtrTzh7ww8pymxxJGkeGNkjdsDpiSScxcylXT9zEoFgMYEZsL2Sw2dtFG5v49ZhctfBJNbTOxq8kbvIOV6F/KJ1XG5kGfHLC7WYPWO/0vu8K023Pyg9ynBxG5wVsgghJOpE5qIHt30GTFNXxawfLXt2bXLDncmnbXOhAgJtu0nPvGJyBMlMN/SfaqzTje9UxOh17pmfpGCamZL6xwANf3GXoh06NChyWpn6glP7ogWLksLnPubw2VpruikIwtEFogsEFngcrbAmy98364Rc4oAJYzNa8SOCnTwgujG6O7VEVRIL/kwEwhWBGBxQm6nDFo6BIwCa6wWS7NRDFL2lUl7kCE+g31AAxYYIDBMQCeQZcAC6knEA41F36ejCCwCOAJgCQMVgABm2NbKVmvTQCnUDtta0WbrBI4QJACwolgsCkCYRHzCg5wkBSp0i40GowyA9OhYg20sP+nup8roAATnW5gm21u4Mb+My9H3vvc9e+qpp+xTn/qU1dcv/ez/LM2KNi2yBdKNd7imW677BUuIBbJxbbO1Hh5wkK1CIDu6taVi/pFgQKLbBhgfLxpx9nLQPN3E+ZuNe+yUFG7TdwAmkj14fsjLMeF21gHPppWjFS9COwjCkVbwisEb/kiDtQbXUGusmLCUIhdPKKI5zy9gnpcTfPkyH16mFz65aV4LPNETes579bwdGm1WX9BjW6vanQWO6i8TFTCmiMI+pgkTntedIy22b3iV3bZsv7MnsduuobW2a2Sj15lR8Kkn+69WgI6Mu57jvn66BOg302V0Zv4NZR3S6ux2dme7+q89CvSGPah7U9kJn+iJW9LtwznxD4YmYC6JvIDSm8vbFQl6xDapP1mvoEiA32ifZtVmmLusO/uXi8aFKbCpb9I2LgGljooR2yugAwkSJmzOJXEPvqdhp22pVHC6omCiZ0SA6u6hdfaUAjadidsL8BalpbMA4NfnPvc5279/v98zsAEBQS+lRGDgb3zjG+71iDt/XV2dEaiFv8KUWv0+i13xgD2m384Doz/W877P5SZ4lvAgKdMECJMWaI0ziYG7eENDg91www2FxSzZcmzwgJUf/l+B9iTPf0Za5BMETVPPoL6L55Rgb/Rh9BtM4MAI5T1nTO8caAWX6J0pnuuy0l1ftIGDrfIe+Zhf65GREQ9ixPkVpiyTVKvfr5cosy1X5mzolVds95NPKoukSpRgxc7UD/Ud0ceSWCAn93uCQp1LYrJgx44d7kWEpNL5ppaWFnvjjTdcDoHJ+ChFFggtcM4A6MmTJ22mnmdY6Ll+o6mzYsWKcz08Oi6yQGSByAKRBSILLKoFlpcqMnN2xAOMVEjfikHJqF70ScUaTJf4YD7n2n4wH8bkNooG6N6RtQ6C4jbfJrZRSqBPGS/+GgwAVpaViw2hgTkDBR/sA4RqQIEKWCJYdCACcCAr5CWhTAwiQr1RtEBhVqwt7/W24Fosh1V7cWirvaGgRu+q2+0usjC9YJ/CEitS3eG8fFrn8FjPdXZt9TG52AZ6op3JGttQ0Z0HekAlAnwChMJlyrQJYPd0iRfaH/zgB/bpT3/6ombrnO4con1nYQHdm6kV91haml/x4SOuR1ad/LqlTu7S3VwqdvK47llYn4Is9cczkpGILaAfg2HuLQcW81WGANhsLWAfwNuwQDE0JZkgCKBN7lUgUe1XYdyrruGp5WysQmQUBddQ3RlFHR7Z+muWXPsxZQ/YlglF+C1WMCcCW+QGX9OxlBKkwnaF21TNOSV0/XZKa7deLNP76ndapSQwPKK5nviEKuIZvaq6zXrSVXJNb7SDoyusPd1g3+68/ZT6NpR1Csxrc1d1gqpxbCpXokmM5Xo+650VDuA431Qu1/+PNL7sTHDkOThvJka6J5bZD7pu0iROnbUIHAWMof9y86pwLI4VmZQBBEXf9XbJaXAhKjRBUyX3fABR3HiZIBIH3Y+nBCQSqIdr6in/HZqXVfo7XWWfNELvuDMtnbuzTll7oPl5u6L8hLvn0n/TboLMVWkyC3mSh7tvnrNU9CijAEhzmmfRdsDqu9QAjEIWI4Yh8vSXvvQll9ao1f2m2842Xf8uu/s9Hz7FbgcPvmXXVB3xyRG0dNukSUyCRblCWt5MoG7VM797eL27+AL6LbWnRVFWOuQnfiTw86gaJtf8UvWnyVZLZDNihwvoVFtjUnZGlof3DtqOVjB9Nu8t6J07GKp1JkNicv1v7v4XG8xW28///G/5+Z7pAwb6zTff7IDnI488Yk1NTYvq+n6m9kT7z88C3/72t629vd3jyDz00EMe7Op8SmSyCtlFJhqW+vk4n3ZHxy6+Bc4ZAP3Lv/xL+0//6T8taAsp7/d///cXtMyosMgCkQUiC0QWiCywEBaIK8LmXcuPWO3wSQcQATFHMprt1jeJl/zykrTr5O0ZWe/r43LRxMW8XuzMe+p3W700EQF9AIEAQd6UWzzADW7zCbHRAC8AFQBCAwfhqZYDEhQrHDv6etTpIKQGD4Ae5CcBAAEioBu4XQAKUWRhqeI+C8jULZdb6iMyc5n2xQWchrql68p6fOASBDXJWft4g63M9Qm2CtiijNgCQII6CNoSt79pvXuqgXMswX75/ve/71peDFii9Pa3QE5synEYlaPtGpSutBMDRy2b7NUdxESBtCOlgQsLkfuPQbCgfwGgATuZ+ze8TcLvSYtpH2WwnbsxpXsQcG8wXeHMa9yaAeEYavM0oJ3LGkBorrzZBm76otalTSZdMiLXzkxF6QEFtxi1ivrVFh96JX+/z8yldW/ELNvnsQlQFeDtiIDNn2vYoYARg679ybMBcOBMbz2/sBPLFBjkTU2eHFPe2RIs7euqDjsowuQLTHACpJFWCSQ5LhB0lZ7rFwa2OjN0tjJmbvto04sCCMWOFMBJVPicrhVRlqtiHfbRxhfsXzrfYWvEDAU4DK4DliYFRvHrqb6GXhHGebn6GYKUwHqln2JqJqUyCaDkgY10F1Sp/BAEhRVKiZTvi/rg+gGY0m8N58qUf0zB3trt5cFN3g9xxHzStVVHHbxFlqQzpb5bdZOwXaOY+1dWtNrusvVz2vu2226LJnLmY+gozynsTiYErpEExBpJ3vC7TBo9dNB6Xuqyhpt+2UHE0GyrarJWPzysOx6meAB+so8+82RqmSYmu+Sp0SsAdJ3BlCT6/FIHE44NHZarc5tlFf0cAHOw54QNpSR/Ei9VoKNxf88pVR8yNFHmkkDI96AV7JNdefCT96AgBV4usEVrh3doEkrlVojiOc8E0EVArAjkmqfBLtJsYbAw7qeJCXmLlAbkgvNp7qXGFj+fc42Onb8Fwp5n/kdEOSMLRBaILBBZILLAZWaBkpNPWM2rv2cNqTfENhPTU+zNckWHbi4ZEHsr6dYAvMTNi4E7IMZJMaXQ8iPy+ztqD7grKAFfGOADdGys6LDrqw5pAB+4AjPYIQAJAwTAhMkfaAAjbYMzFUANYkLBPJ1QQBK1AcASIEKH61gYWDDqABuytkEup3fUvultAHgBkAA8BZglGn3IAUW/dFvlcWeJsrVBYMCgAN19cttPFrDHHJBQPaNyP/1q2z1ia6B1eua0e/due/rppx04PXPuKMfbxgIKhEDwoKaVaxW4K3g2CgFOv590sgGbmXscnhA3c5DIOy1pV7gXpiFu9OG9zkQDLuM8OYpTo8GwAFBNGDh0JrbnwLV/II2yW12nbDbwk3qIZpsr1qBLlSA74Yk2zNKO/N5z+oLF9YtNT4vJ1euBlngOcVsfEFsc/U50PwGFOcejY7ODn/RBSFusVFmwYAEQeXbR5xwWcEk/UqfgSOul6XtD9aFZTuLUpl9R3uZB1OifTqZqnb1Oe5DuwJKN6u9wHw81gimBeoMUMDkBOem7hsX0hJlbJdASdmtVPK31cWtSGTDUAUPouwYUHZ4AS1xH+kbq4R6gn6LfY5lLQS3DeTAFBi/gL4DS2ST0ZwE/+2XnEPzkeII7DakNleqrYdbNlgiicaFcjWdrT7Tt4rbAtm3bJhvIOwHvANfp9x798IQmQZmkZCJheM+3LH7kXybzsvALH32/JkMlN6FnaGYCBOW3Gw8SPDlIe/funZlt0dcJeGSZMRuNNVhbz6i6+XGfNBnUM9qvZ5o+bUJu7kj/PK8JGPRLfRKXXl79AX09zzrLfPPHc7iuIaZI4mKOn2WKwM+zNNhFmP1jH/uY3XnnnR47JorYfhFeoLdRk86ZAcpN2tLSMqsp0Gn54z/+Y99HlL5/9+/+nUd9R88BGvKxY8ds37597goAM6S5udm+/vWv25VXXjlredHGyAKRBSILRBaILHChLFA8JnfJA/+fGGFv2YTYDalxXDjH/ZUdNifBUpCfcn086X7CmipMDKibFWwDIKGvgM0xNJGylYquPDZSYl3jy8Tc6hBYkAzATg3wKQ8gAWAgnRFD7v9n7z2g6zqvO999G3DRO0mQBAmwS6J6dZFsFVfJseVux7FnJk5dXqlO8Xppy86sycsky47jrJmJkzdOXspzm9iOZUdyk9U7RVFi7x29XgD3Ahd4/98+OOAFCJAACUokcT4SuOee8p1zNu637/n++7//W2ABAAHAJuljGTS0mDxMoERMIAA9AA6YTiSk88m+gBYgpKS81wh4QO8TIII01KzrHMadHdYpdijVnqGQwsiCuTWkCdgxFUepEnMVPVK08kip3zKwzgucFN7n2ZYfe+wxj+rfddddZ9s12n6ZWGAsXWfjqXIlQmattrHFRtsy+uwOGbWM9RH1zzefVQD9uD7f0nfwz6zDXvpsO7A/3RZCw/iss3FE4wLwFCBgIC9dyKrbrHn0OfWj1O2ECtUki2xc6ezda3/JRpecnj4+vWuKbKTEFE32CFAIKNYOhk7fb97vQe9A8SYaizVKg+XaAQAA5bhXfEdCUgDFCkjABK/UeL2q7KCkLE6BKWEfaAizvV/HwHwlzRzgk+DGiFLWYV32ya4EY/ABFGpDd/RMrVngDMEQWFsFIRg/hAr1dfJ1FA5y0AK/o2vmhdujcV/8PYGykelIKUCD7h/rwr0ASAF/AKZZDguwUd2Ze8YmDoDymdB7gB78HgXb9gw2OjjM52N1SYez6XarGBJpwnNppbITPnFEfU9vOdmNc4UM2unbSbUNGUrTt0XvIwtMtwAp+48//rgHON5Ys92uL9/ngQMAQsZ7R67SuofLJTXRaZkDj1ppw40uvUE/lfUrrKxKvrP/6LRug7FD8IPPK9/1NGTpXvWWUIB0zwEbyQ5YRgGb5emcB4Mr9ezAeCcQS+Dk2b4N/rq57JD7DoDdUXyGrj2pAFVS0Sog0LzY2KX1LRZPJ2x4REUhz6MNDQ0Z6dQjIyPSFL3XGhpmDiKdxymiQy+ABQgyUfQsapEFLrQFzhkAhW4+kxB4R0eHffazn/Xr/tznPme/93u/d5oY8Y033ujbf+u3fst+53d+x774xS/aH/7hH9pDDz10oe836j+yQGSByAKRBSILzMsC6aMPWCxz3PUDh2NVlpPIf3UKHoYe25WqU6TJPIBhuyY0TP1hccLgojkAqaIFFDuiemthg60Gw4NjH+26wpK1o87YZIIQAgrOinJeF1N+YB+9CiABHC1XiiygJsAJAAFsMQBQQAiAhLDBJBsSW7RK7CZAEkBbUIucwM+0ltH8hHkGiNAlzUH65j2Newurzu4fkg6hqkJTBXo+bYnS+1tKWp31Nb53q/VU7LPaze+yMVW+jdrlbYHxpJiM1VdafOikEp/FdtQEN9+9RyBf1opVgIvPd5LPrz6jpHnD3FxaEbOqmED7vCbB+pzyeQ4b48JlFGJJfTYFkBWVKLWewj8qttF0nVXULLXRgatU1f0uK7vyvRYrXerBg1EV5ZpLG63apOtVKmXmMGea8RDH/WbeNOP+vlL7+7UX7MHYDfmTBFS4U9jlsCZhahPcKEuM2ZtqX7HlJT32nbZbZCcZaKIxjgE3RxTQCBmVgJ80+oJ1yT7j+ZgtL+qyTaVHVNFdVZQnNIsnupnywnkDOOL0G+Tc9An4iR8JgMTA3wBUBtDnBACqw2FT0ouD2XrFbt70CvCRUJosOrCktR8brbVcTpXukwom6SBAUK4F/8NhAD3tI2Kk5gO/xLUA0pJKXK2CMHMFQDOqco9+KGx92GmFDdYr5+mfBUy9+uqrC3ePlmexQD6fty1btnjhu8Wslwrotq5lpS3veVBBjEPS+814QLFMTOgyRUwB24/nagWEltvI8V1W3rd3EgC18pUWq2iSjvIhD3KQjcHnnAKLFEBifFP0kAJqR7P1BuA33wYZiWJB1N84l9YTa7DWgZgY5pKl0FiEqb5aesT4MuQzYHNS5O2YnhloP+i6ToUYOwWCduoZQ4GOMY1t+XD8eUyvlq630coW+QT5BTHxz6fBiD106JB38bAKJH3gAx84n+6iYyMLRBa4zCww9dt/AW4O5ue+ffvs537u5+wP/uAPztgjbNDPf/7z/kVJahws0F/4hV844zHRxsgCkQUiC0QWiCzwalogkTlicekC5tPLrK+9V0Vb0nqAH/XJN9N+tOkAH0nx4qGfIiHodNECQAHGwyngwjdM/GI94AFpoN84+Tr7cONjnn4OgwKdO0ADAEfKuwj90DmCtDHYmYCUgCWk2DMhAjSgAVL4j9bSqBJ/NNsgsKTVGShpAZy0IoEIVLomfZZCKzRS+AFA94hVdVTMTwCGnIACdMgKwRffeQ6/1itF9w3VO1zjFBAYgLh/1yGLj+nnio+bBCLn0Eu0y6VsgWzj3RbPdVuye7sKXYjZWKmJ7kCnZUdHJsD3MgfZ29PX2Ob7fk/Bhi023PaYFyNKdb+gYwVegvDHxfbUxDhf0qjxKJZRPiPAtMjKq5ZZSfkapa6nBBhIUkLLow03W6x6bWC2+YADKoY0tOrdQtwyut5XbDzbzsib0gg4TDaGWOH7cMMM6yd3C4alEEFN/PUP2QrAzjigIiOE8atXdFLRN4Upuil2xPpqS+zHXacqkA+KEcnYJICCFAD9cxxHBzqieQdGJ2Qu7Sqli9MX1dwPDs887mCI0if+BbCwsFEgCOYkwR2AWq45owAOQZQEIIafGUZ6AOvyPmxus1NvHQ0NCLYoHcMCG7OnetbbTZX7HNgBXGV34FhsQnCpTWwy7nN6K+x2+rbp73dlGiVFckxs2IyYa9KPFReZhh/F13EeGO7TG4U0KIAUtbNb4Kc//akXMWFP5nSLmX13/61L7PgjXR4AJZsCnXA+0zA4+d5eMt4rgFDPCvmc9Xe3WXpC9jImX9dZfouN5naoCnyXUuU7fcyV6TPKMwPPBFUCQm+uVBX2TM6Oja87+x+mYI8nn3zSfvKTn/iaj3/843YuFbePt/fb7sEVHkwgc6ROWSKlYrby/MDgReOXQk7IkHy/40b3G18+eo99YvnDYm63+Zh3T5cstXHpiOZqrrOkvidGxMKHiX8+rbdXAbSJttAFm8N+o9fIApEFLl0LLDgA+sgjj7g1PvGJT8zJKnGF+9///ve7NhipAhEAOiezRTtdxBYg8kg1QqKqH/rQhyJR7ov4bxVdWmSBOVlAwArA3biqm9KYwPQLfOThHRZHXAAAE3PS29H9fL5fYIy20QAThgQkpDShB5QIU9Z8o/Zi0g1jFAYT4OPB4aV+LCnBa7QNTb+wtjXpoqSVAWiyvH+oUccV2+3Vr/ikgyILMOkAHpx1pUvIC0Q5oQkW1doBSNEcg0HC5aEh2ifgda8qTAPc0khNRV+McwB09IgsOr2Rzr9K/TCBYzJG6jxVqguZodzrjRV7pRe41YswAVJw7wDF6KAWHf+hJUrF5lp9nbYEaXzTzxO9vzwsMK5UycHmD1mqYovLSMQFLiLbwGf3J8/stOM9Y7Z07Y12z30fdDZQtuoeyy19o8UJPAgwHZMm57jYQjExhABAjWUVKyo9/A2LD2iCPTIghukJsYZKNXlebyMNr7Oxms3nbjyBqsOr32dUhC8+8l0viuQz+oIe+Tz7CA+GecGWicXZ1rNZ22A+EqQALWS0KhShMRz0CdZLCjgBFUA/xvKS4n6xyI7YYz1XuU+hmw4xIjtHK5wVBpsUX0MqvIOmGuMkkrvnEgCBbykXwHqF+qDK+5AAFNJTp7eXBI7eIBBypZhlsDEJshDkqVAFd44HIHy8Z5O9o/4Fq45ltE7aH7oPAE5ux287vPfQSMFt+qnYD4DUbaBfeFR8J360RH70wY7r7eaqvc52AwQlaIJf6xYwW1gMBptUpIbt6FCt+0/vfJZfaJBuKD3uMgD4pWFn3uesXjYNGfP8LdCQ3drfLGmPgLEWdsc85c477wzfRq9nsUBnZ+fkHrBBF3Oryh+z9JK0HWmt8EJlBE7zGnuM0SJpIzNe6xSUoJjbj5940d7Ucr+V8r2oVrfu9fbtJ560Wyp32+bUIQUvA0kavpcPDi3xcdGY7vHv1aytmbOZ+/v7DVZk2J577rl5A6D8XemjXZIUfK8vL3o2AD81vrKS38jqHnlWqSvO2NWxg/5shA4ozxt/feRee0fd83ZdXYfVlSj1vaROFeSXWCLXaaOlTTZad4Ply1vCy5vzK9cUFs7Zu3fv5HGkVUctskBkgcgChRZYUAAUx7N161bvH+3Pubb6+nrflSIJUYsscKlbAJ27bDZrBw8etJ07d9pVV111qd9SdP2RBRa1BUiLLTr5sB7QO6ysVKmaYhegv4Um3rLiPgdydkro/xlpXcGanMqUjNkRratTGvzy4m5rzVZK30/VLZUmhn7fsFhcgBxhCifpYj2c7U8AAEAASURBVLUCHqgaDzAACEAaKKAmTDHAAxgWMLEGR4sEGFwnUOOoLU11OyiK9h4tLqQBIGVgrFSpxQHbC8ADEIH9ASBIW2MiFV4vqWu1RYO6h9pJBuv0PzwACoVXuJ+07oNzoG26XMVcnuld72AEIMNtVbtU9GGXAxm6ap0DYFZNwE9erNPx0UFLdTwnFOcls+rrp58men+5WUCg4kjDrf4T3hqfh7uuDN9NfR2Xfme+cv3Ep3nqNt6NF1XawKZPWar7JbE+DwjpH9a6GhupusLTSAM4//Tj5rpmPFVh2WV3ClhVSmf7UxYbo9CZPuwTzT/L4Ru9hqDe9PUFu0wu0kvA0wSiVDBlJO3pscCeNABRgDlS2yVq4WBJLo9cRdbTRw8rSEKDGUaAhDR30sgBSDytXmMMNJJjqZ7ufkT7oe3J9W2SJjHBiu923OL9FP4aVrDmB53XCuBUCrPGOMWaAC3RIO7IVdhz/eu8qMkqFVbi/EERFlif9Kw74yVsE6vCt7yGdmJXQF4PLPkO4+5TYJ7/y8k3qVBSjweH0Epcp4r0S6R3SvpvRoWK8H+k//bK/8JsD31n4XnC5Wr50lurdrv2IKnHri8q2wLsAjDDsoWv2icftkXyAM/1nc6kQ/uzrm4qKBr2H72eboE3v/nNvnL58uW2bNniljmhUBDM4cRwtQ0NDuo7fygY23p+YIzzHIB8BTq2e7tLrO/f/90+/OEPW1VVlUsIdOfKBNz36XtURcN8DEsDNK7gj8YF39198h1VYjOvTks6Yo6NuXqoG84h56If+swzz1h7e7ufkWwXMl3ggPN8k1NuCfdG4zkJtjVMUADQsHWv+2Ur3py2XNfzFsuK4a+WLxYLtPZGL1IX7jfX10wmY3//93/vUgCQqgqB93ORB5jreaP9IgtEFrg0LbCgACji4NXV1Ub0j4jSunWnP0jMZCYAI9qKFRPc/5l2itZFFrhELIDmEVq4tKiK3SXyR4suM7LAGSww1HSfFYuxmOzeajXxDhsR8Edjcg4A2CVGxoOd1wgIPJUiycRmZXGHT3iY9PdLuw4AY3PFYQc00eiEDdkfF5NUOwAF8HvHQJOntgFGLjGlDWti4SllOh+Titx40USBkpgqrZb7ZOMfjt9pH132qNWnegSGAIAGYCksk619q1wnDKYp8ArTkuNigw6qmBHsk2YVEoGJB/MTXb9j0indq8kY1zu9UfwkqDrdLdC20jLZYlWhH7FN5cd9PUADADBpfsXqm8ke1zKo/pkewYLlvvw+VAWhLNtlse6dEQA63dDR+7lZQMzskbob/WduB8xvr2yjAFCl2Y8JDC3uEAia7RSuyCjSgPYWoH0+fguBv4mtky/sPrE9XKTCPNq7BFEY32ihMjYBBSn2gy+A/VihtPPe0QBMCPoLlq+tOGBrS044EAgbnBMMOTMcJmgiKDyk8TYunzGqnp3JqXMQfKlKDNq6Uo7tc/Z20O+p3/uGltv/d7LMgcOlxb3KoGf0jnsf1YmMvbXuRQdTKbiErjBXxHZuEV8HYEqbuCxfF2xkpX64XJpewR85BqAEgBZ2+KgCNmgNh61PYOVmpe8DZi5RwAn/Aev8qPbZNrA63O20V64JOzWJrY7W8v5BZD5i7n+XKRh1Qmz9PZnlkv9YIh9+yncXdsQz3O233164Klo+iwVIeb///vujglHYqajKB0RT81rbt+2kPn3o+hKIyOr7l0JGCTsxXGWvZFZJiqbEBvbvt7/7u7+z3/7t37ampib7QMtuWxM/4d/VPGsQRkSuoSwuHXKxvDu9qKIA/IQqss+x1dTUOMAapomHJKQ5Hi6t3tykxAHHEPzkXiiuODQ+VTYDJqieADxAw/gNtdGvuHKzWP6Nlqu/xeLZYL40ViwyVGJqAcm5XtPRo0dtYCAAgWGmUmvkhz/8oR8eBS/masVov8gCi8cCCwqAYjYipQ8++KD90R/9kb397W93QPRM5iRlHmdPC6OGZ9o/2hZZ4GK3wF133eXp7yUlJdbc3HyxX250fZEFIguczQLxtPVd/Rmr3P4Xlj35kh72O71yMbp1zOKZkHxmzb/ZzoHl9vW2O6xckxPSSGEpsQ1QA8ZmnZgQcYAOIQbOlxBCgI7XHbU7XJvvoc7rHAh4UimmMLvQ/SoWfMHEBwYlTC6WKSBwaKhe1dmDokpojn7+8M/Y1WUHVBm53QECQJVV0tkClAQgYeJFy+n86XiN/ePx62xZutdurtgtMOS4M1FgcdXoGklr3yVgIK9zFjZYX/WqJs1Eh/1gtMLUAjzlmkoFx5aVDjuYw/UCxIxL6C+ARmQDTfaKBcrAGuMc44BJozDrohZZ4CK0gFirQ03324iKImX73mpFYivFB1VtOZGyGGn3w53W1TNgFfkjDlCEMKWPNAf2ArSP32ED7PM2gRISsCCIQGEexkmRxgZsKgoV8YDO2CpXyjrjeWik2CU2APTWCfwEDAQ8gc0JOwymGH2RZlqv5fqU9Io1zrolsREgj5K9EJMT/U4qnVOYDCBxpkZ6/Y+7rvGU+Rsr9yuYERRggW2JXwCAgb1JRevqlIodcV/B7U52F66aXDGxfXI3/JIMghYoaepZkSi4j+ntwNBSr5i9Qv4Q8AhfSkEkpD3C+5p+DO9h0dfrB5t3FNwnYOtJseHxX6TRdw3MDH7Sx913323FxecGynD8Ymw/+MEP7Nlnn7UbbrjB54GL0QbhPSPJkZCURkn2iDVdcZudOLDdBodP+nhiHFBg8OHua/RZDr7LYW23tbXZ//yf/9N+5YOvt+trWi2V0XekPsOMEzjjtIScTbGKBdWLFY28Rf3ITgcSHUT0PYJffX19PievrKz0zzJEJdob3/hG+973vmekh7M8nwb7cyZWJfczl5ZIJGzp0oDFDuA5Vnr+5Kfa2sB+nL+1tdU++tGPatyPOyErqio+l79KtM+uXbuMefuqVasiYywCCyw4APqbv/mb7mz37Nljb3rTm+xP/uRP7D3veY8iwlNdIxokX/jCF+wv/uIvbGRkxEWyI/3PRfCJWwS3iF5UlPa+CP7Q0S0uKguMla+2o5s+Z9u2fdreWn7SmZmkfNEQ+y8dz4ltdEgTkgdsZ2aFWEddAjGKnKEhqM/WlLa6Fib6oRkxvAAl0ewD6KzRJH2zUsTaNUl/XimYYYGlHmnSwZ6kYALp5syCSHMdGaUoUYUBDBS2bZkW44f2hspX7M21LwtwnQoopHXJlWJx3V23TRqAVUqda/d0Ou5E+KfYYRmBpns8tf9/HX2b9xX+AqxdKmAlKwCiRIwPNEDR5wO4AZQA4BxSWn6Nqt2KgyqwNmCycT9oitIAcSn6VALrTdqOiargesNzRK+RBS4qC+jZdbRyg/9kV947eWnJXk2WDn7Nxnof90CEs6BU+RhmJ4gbYyKH1INeU9Lg1IIHDpB/YDywH0VR8AFFOg4A1PQD0ElKOyAj+r1FGvcwQWF6bc80+f5NGrMEV0Lwk4silR6JC4ImSGUQpKCY0oB8TSFICKOcMcgjOezS2RpsrVvkB66U5AVMUcCXjDSDAWd7ciVWpZRbxn6fwNVK9YM/A2icuP2ABao3hevCc2k3tSAkE7BXxwSAjstHDHsAZ+dgk/uLGhVVgYFKwASWOlWmh85QwT7sP3wFLIVxPlPVezSPudZysfhna0yEN2/ePNvmaP0MFhgbG7Pnn3/et7z44osRANpwi+U7d9p433NibO5TcfcqO7SvVeOm1HYrE+PZ/vUuRfOzjQ/7dzHf9QD0h1WUcOcDj9m148c86OkOZGLM8LnFn+BdePbIalyWKiARO/Sgja//qM+3+Tv867/+qx05ckTV1oNnACQJrr76av/bXHvttXbFFVe4ZibFkEjTBwhl/jJTI8X8wIED9tJLL7m8V+E+ZI0wLqulZZpUwFaqvZObyTLhOvslxROyP6k8P9t5Jg+c5wIs1paWFr/GJSqsmE6n7dZbb51nL2YPPKDnN0mXgV9A6Ira4rDAP/7jPxosYho1bKKM5Mv/737KSy3Qvb7tbW+zT33qU/alL33JHeV73/te1zFBE5Qqc2gjHj582B3o8HDw4LF+/Xr77ne/65GoBbqMqJvIApEFIgtEFogssKAW2PbKDluX2CMwcsQnGQANYwItmMqj1UlV5BVKB4PVdWS4XqDFKWYRgER9SsCGUMYxVZru1gRoEphQOjhgxMbSo6q+3uh6dwAQHTqeVE3YloCG4SSIiT0Fl0Ltzuk3WZvotXuXiK02wRaBgUoDxIAVgRbequITdqXSSks1QQGcpCgKDbChXAVPmopbBaBus4e7ggkT25aK/clEq1RzJICdBMm16hM7AGRQtzmnyQ9gBaBIXH1lAXj0SoocrE/6x16ApX2xBqtfrvRSsN2oRRa4hCwwWrXRciq2VDQ0aOPDz0prVyBgShqcFBzKUWiH6uiqMa5xC9AJ0xKdP2QzggJigxovMU9jBfCkheOUsUXaeUqgICAmupc7BX6GYxG9z6CYTzBmC83mchYCRSjShoYo56NICdqXHEMAhaAKCCXg5EwNv3F9xX5rSbf6PQCYDgu4LZHfQ9YCzUKYn1SfxwfgUwieAKo64KlXb+qfdeEy98d7X8WO6ndc98d7uUCBv2POiL+q7LCuIC5ASEEjnQu5kLAoGynv+Na5NIIyAMv8HaY3mHQUPgKAnqnBUiOLLWrzswDA1jXXXGNbX9xiNykNebG34RGz/+dHfbZKn7crGuJ29UZlVlSN2+7jGclflKmw2WG7o+ZlMapV8FCffzI8GCGMMcseUkxE3/saNAROXGdTyz7G9B3qTW+QtCkrytuLD3/dtj05YB/5+C868/HQoUPBPhO/IRsVtqKiIk8TD2t3APqsXTu1+vorr7xiZGp2dyPHM+q+6+bKfn/eQermsMYicjnbpYFeJr9EsbZ++QZS+4thr4th3Z0rlxRP8+SpQxbq5IoFWACg5bMHnnDvvffKZO5l5tUzxKzQFoD3EQA6L/NdsjsjnRCCn9xEKKVwyd5QdOFzssDM3/xzOnT2nf7qr/7KGZ1/9md/5jT5rq4u42fLli2nHfTmN7/ZvvnNbzpIetrGaEVkgcgCkQUiC0QWeI0twASf76mBg0/aXU3tPnEOi2lwaUzhAfeSWkoIAIEpuW101eRV8yjOjwMbmuSMuKbfqQd0AAZYlbCRKPZBeiqgSKPAVCoxk2ofTnqYtFdKw++9S590QGOH2FKwSQrbW+pJ0xdIqzkSlVgnIAdNrgBpOe+YUmQ1wdIi1x2Cn/QBMEl1+BIxz5ichaALqfwNAkABd5l6kS4P+Bm8Mb8W+hoRe4Uqy+XSOAPs7NDkx5khupggvVdV7bXf0Wy9HR25ye5Jlesi0AqNWmSBS8sC2eX3WKpUhV6WXmP5PrFHhg9bT2+rtfUdd+mLuJ6wxzRe2tCaHFzq4wWAknES6AAK5psYQwQFSILHRzAGMypGhIQEAOhL/c1TChaNaowxdjkmgA9P2Q1GOccDSMDcJC2egil4AcZdv1LYYT/CigwZWaeODpZgXZJCz+AGdIFFWSIQ0vmsup5UfNDvj/4IBgF+TrbpyyFO4ztM3Kz6pXFvBIS4XkDajNjjdUrpvVpM+mGl6lOQrVP+I6Nt+MTV6Tb3M2ikFqa0e2cz/AJ0pkAbafB98l9IBQRtXHYBqCnR30YajTM0GGDz1UacoZtFtyrZu8Pet6nL3t8kWYbkK5Y/pIKBDbdZvnTlorMFN0w2ZHe/ApbWYq8MjNqO+HJ73Rs/Zplv/bmtl/QMgQaCFHwtownMOAC4L1WQMkH2Bl/8Gnmj/n17anD5Wr0lAAvzuzEmKRo9M3S3HvYaBKTyhg0wH8ZnyP4M1/PK3Dxs7FfYAAS//e1v+yquEUY4OuA8pxBAYDwho7F1oMV+IrkMgrhIcyBnURLLevChQ0WRtmWavUBk2DcAE2nqk2nw4YbzeH366adt37593gOpzNdfP3NhxSeeeMK2b9/uzO7bbrttyhmRA6CGA8Ax8g1RWxwWQOcZtj/kPMh6GzduXBw3vsjv8oIAoERh0AD9+Z//efvRj37kERWiKvwQgaIq4HXXXWfve9/7PD0eOnzUIgtEFogsEFkgssDFaIHvfOc7tnv3bqW49zmox/w9mMIXXu0EHKEJS5DWOXWyAujAUYAIYwXsBI5i4gJbC0AB5hcpcLC8qAYPs3REYADAJ0woJkQcXiZA4N56FRscPKHKq1W2QWn5FQJGSZ2tTgz4BEV7e+Mc4SnDiRMgKMsUSpraxIrSdZRoK5OesK3WRIfCRgAuPhnTUmgDgAwaoCg/w3m0/Ma1f16ArgoTaDsADBO8AbFFqF77dN9GgTw1do8fGf2KLHBpWCA20m/J/r0Wy/UK9S+10fIWG2n5iF88PMMdj3/TDvV+z4FBWNzLUl3WIFbUVeVHnd3FOKwQixpfAOBJIIUxxfhgHdsD2QrGYcr2Sov3yd4rpFfZ6SmyyE4sUSACbVAv5DOhHcjRrIOheUjps3sHVwiIyHoRIHwJchz4GGBM/Ei7ipjtFyg7UwPACBnbFHMjGBNcJ4ALx0+k6Ws5q7EepNQTpJEfcLcnxpoW8Qu6PW9DAn5hhlXIpwQSAEEghNRZ1rMv5xxX2n9dsk+F5pKS+FjigBAdwFqFBYrm8HoVcOronVm7NDhb8Bs/uktyJDBAG1XNflDAKQATxd7wtUdkJxj30xupwrfccsv01dH7s1iguPWnljr5iCUHDuqjHEi2JHt2WqJ/v2VX3ict3SvP0sPlt7mx8dTni8DF1r1ttkbBy5uWZ+VHun0sMOYB/AmGMDbRze5XMKBagKJcgn9/JhVYZQzyvcowS+igMS0MiB1OQyaD8T0SS1tpaakXYEW/FlAQoA9gb6b2lre8xX784x/7vLy5uXnKLoCUNDzUDRX7rFmMbBoFEBk/+JWV0iPm+vsUTPhW2222vuS4rS87oQBJVt/1aZftYJxNb2jE3nfffdNXn/P7wpR60t9napyTAkk07nnTpk1T6pTAGv3whz/sfuxcGKTecfTrkrMAf+uPfexjls/r6XlaEOCSu5nogudsgQsCgIZnh07/8Y9/PHwbvUYWWNQWGB1VdFZpJLAKoi/XRf1RiG7+ErJAe3u7kQZGI50b9pbPSWa4B80DvMFoggWKTmfYeqSVB1BgAg8AOZnZ0BNMsLAACsenBAIcEzsS8BHmJ2AjoAITIyYiLDMB4vhSpapT5ThWMQGcsF3NIZWJ/QIwVusm3vPq++gVjcHgbphQBcWJYHZ4ORYBEgEfJLjbBrHJSOdlwsWVc50p4FbtR9oe50wK8CzRdddJCyy4VlJetbd+uGbu/Pn+tSqucq2DGSbwFnCZSVjUIgtc7BZIdW+z4pM/UiGk4xYTa3k8UWRj6SU2Un+rZZfcYcnMAes5tsPZlRQ3Gco32c8seUZjRLISHkwIxlJcIwHAExABhjZDkjHCK+OGsQjjET/w0kCzpCe6JY9xzFmZsKrZ7pWgi4e96FH3aLn7B9JmYTTuG2p0VvcLGmv021jU5Xq9jHVS86l4/mJ/i4olTWWOh/bnugBbkMrgfDrMry24VjwE94FP0av+d+YqlPra6/4ipuMIvPj4Zydt526PDdf5uRNIhKj/Iljt+gdjFVAUiQ+/L6Xow/A8ogrvgJWFzdmcYm5S3Ci4igA2Ltxn+vL+oWVcgux3XDYY9PN1CMChiNJWMWuna4oyAQaYKQRUpvcZvT/dAomBQ5ZqfdxSA3sVFFhjY6mAWRsfbrNUj74/NVZGy5psPHXqO/H0Xi6/NVQgRxoOwC1MQe/e9SNbkj7gUjGMSb4/+U4laMD3PBIU8RiyFfgFbdNrUCwMHxEEFVjiuaFLYx+GM88mfKZvv+udDn5iSTQwz6aDCQvzIx8JAjjMT2B9hkVgYMTRCDrww1g9qnEZNvwOTyUwzVtK2tyn7BlabvycrW3bts3uuece1+o8276zbY8rCFXU8bTFM4fsLXX9Vrem3XqK1noa/PRjCGCHVeHDbRSIqq6mkNrUFs3PptpjsbyLwM/F8pcO7vOCAqCLy5TR3UYWmN0CMCO+8pWveHVHtHB54IiYz7PbK9oSWeBiscBQ9zF7Y/UrYlv1Cr6TwL/S02KqYOKAoh7/nfWoi3UAQ4DAqFiOpKS5BqYmK31KwQyAzmFnSVToW7dKVZMrBF6S4gogATgCeAhoWq3JTK/A0oQYHUx8mOK79pf6cliBF29a0AyJoilxXcyQmFiD6otzVU0wRwBUHIHQ9gCkDCZSdAGYAcgBuwvAAyAzOI8mYZ5yD9PT7LqKgz6xYR+OY3IAYyupc7mep4BQL/yibQCiSwVQMIED9GgdrrasWGxMnAB0YZM1UaRFwGvYmBhSNI4iDFGLLHCxWgAWW/HR71pKFZ3zRbU2VlyjWIbYjAJ34jmln7Y+KpBi1DbZVmuqHHDGYpnGeFEsJ4Z2tcYbRYmk8afP/royVZI3FT7SGIHVGIRCgiAEMhEwOWF/vjKwyvVDryvfL//TY21KJx1WYTHGLe9JR0WXc0DMFZVVssPZBts3uMxZj9iRvp/o2ST2aJfVaVxSYXpA/uiodPsKZS8Kbc7YBSAEbGwubdcmIJdgvKJxHNM9OLiJM9BSiQI4sM8GtX+pqtVzj/iIgA2O94l5kReqrlM4DSZ8KiEdYO1XpPukcT/0RcMmyGzgP09mfdWUX37aiSsKlqdsnvHNAYGg3HON0uvxWVSy7ynUYC44Cv3AKPW9wCBzXExqHCQGj9loSdMk+MmhBAjyChbEM8cs1bfLcnWLr7DMjdJC5bn/X/7lX4zaFyUWfEfyOeR7OXnq69DfE1gA8GRI4BsANwFG+T6Gfc0zAeOKZwcNV38GIODyykCTtZw4Mce/2NTdnnvuOXvooYd85c033+xByZBJSWClVIEJnmWmN+R3alNtGq+Z6Zsu6PvE0AlLH/qGJfv2WjzbZXA+71hVbPmyLsu1/cSyy08FVXt7ez2V3xnqBVcVjfMCYyzyRcB/CmDxHPqud70rCoAtgs/DggOg6J309PSck+lgjJJ6ErXIApebBdCUaWtr89tCbJkqgzPp8Vxu9x3dT2SBS9kCsfYXrG7L79rqmnYH75inABgGExMAQyYigALBXTKRp3DR99putPXlJ5TC3i/mRJ+DAbBCYUzAaqpVWjgTGSq7B5WYg6k8FZ8pQLR8vHvSbKS5wQLhHDzAF7ITEiqSwqmZRAFQApfCvkLnr0qpsDTmUfxiK/uCNbAvFeQBBCpsyJle2qT1AeCKLh8pp4NjJbam5KSzymBKMdlJayLENcekT0bfnv6qs3IlsGNhiXKxAyNpZ8J5vzp7TvfekOpVen6/tZS2KfX01Hc9Ujnvec972DVqkQUuSgsUtUtzt3+fWGyrJN1QakcOHrGamhpbUrPJ0q0/1udfDC7pHI5L03ZoLOdsTSq14xNeFNMwGIHBrTWM9nnQAyCRwEOOQamGbyDMkFCRtF6NNaorNynFFPYVfmZ5ulvbBYQIyiTlFLYnx+weWmEntG+HmJjTGY2My2NibfEzWwO43FB2XMELAbnyS+iDokNI8aWq4ozOHLA6nRmOL9E1c8kANWkFS3TluqqYAzUwQAFBCRRlVPypVAAtRVIAewCBa5WKj98B/KQfGnePLSiPlpHf4PgaASoBoGoKCmU8jd1T73V9pBLDk5tP49xtAmFnaxRmYeJLZeyozd8CiZFeBQRU2Kuo+bSDx4qqLDEs7ezsuc0NT+vwElwB05ICwZ4J9sPPKJBy3MdMPkYK+6CPO54R/Htea8SX1W89T0gDt2O02hqSvVassTTiRxHATErCoc4/0zA/AT8ZZ3v37j3tOeFs5hocHLQf/OAHk7shVwcgFBYqZvwzUgMvNbmbL4RbCHjMpzHXDwHW046Tj0kO7BdofsSDSmPFDTZatUmM+yDd38b17HT0e5bqesnGk2XWk95gR4+dsMrivDXl98p2epYpW6ljgrH86KOPTrJvw3OtW7fOpQLC99Hr4rbAk08+6RqgWAFNUNjJUbu8LbDgAOhv/MZv2Pe+971zstqf/Mmf2B//8R+f07HRQZEFLmYLkGbBAzYPPzREuCMA9GL+i0XXtugtkOuz9NO/Z1Xxw9LsNGdlwsyioEjw0B9YiMd+gECAyYxSNw8KWLyy4og09qrs0FCD682xf3O63SfxFO+ADUV145aSdk3jqcw6ATBMAAIho5Iz0G8ejMGnHzoRJ5vSCq8m2AAoQlGlYoEFk8dpCZACYILJEiAHLK9qAQ2ALKSfMokBjBkQwPNyf5NPxmoE4qyQ/iCpbwAyzUp1o1hJrUAMmKKwUGCODuve25Vau2KClQZAwZUxeQobk7ag0rMKMBU0/CFFGlpaWgrWRouRBS4SC+Szzm6LaeI9VlxnO154wag6jEZe7bVrNB9XwTF90knxPdG7x7ICJxmmaHWKK66xPuT+I7ybTgVJlqQoWiI2l8Yd1ZIJHhBUgGkF4ws/Qtr4lWVHBEz2OmOb/Qk4cAwp8lmNp15Vkqaa9Fwro4fXEL6iG/y6ql3SyOx2ljb8MoDJ7hygZbEzRTnXqJwgYxoQUk5I++i3/NK4/JN7IEALHYfOJnqjxbER7ROzbl2b8FyX+sA/ov8JYzTwDYF38uPVK33SP36JFP+NAmWpJo02KKxQ/C+BmVql3KKJevwMoG54f3N5ZcL7gQ98ICJgzMVYs+wzFhc4FUtabCwrDUsxEwtaXAEB07pJAKtg22JaJOsrnT1mFVXS0h7MKhPkhCXLamx8SP4F7rPGtQc4NZb0Na3v2RL7Ydd1ksFosRsq9/kYJUACQ/vlTJOzqfn+zWq8hQ0wE79ErY25tueff17+6tRzRS6XcyA1PL5rRIXIFMDAnxF4KfxOr1FwYkBjkuDufNqxY8eMwkXTU/Rjo4OWPvIdS4ppH8+pQJN87niywvLlq2145b0CNldZQhqzpL0rFcdypavsFV0/YK0rlDbVW1PiiCFXMp6qtGT3S1Z38t/stqpRt9tB6ZESQIGQMjSkYk0FxaLmc/3RvpeXBQolT44fP3553Vx0NzNaYMEB0BnPcomvhK339a9/3SvD8aAEcHXXXXfNKip9id9udPkXwAIAoB/84AftP/7jP3ziRBGwqEUWiCxwcVogoSIntU/8gnJID2tCorRVTeTr9fDvnCNN8oOpQjht13P4xDrYXICCK1LdXql9//Aye6pno60W0LlWTEpSUkmPD5qOH1eKqTpl8oHanc9BBALof9B0IvpOChkI2J+n1qMNmtSxvq/2Qw+ssAGUKIneU0rR1AO8IHUdTTyqt8JOAyilgitAByADAGXPSKkzSeiLO1xaNOpprieyNXZ4eIkACt1fusuBGPZHMbQ7Vyb9sWpnpNVpQlTiHDUmdEGV5/C6ADdIvWXCNL0dPHgwAkCnGyV6f1FYAOATtC9kcYbMKC4uLjZnbEy8LE22uzo7LZsN8rYZj4NiQJLKDaiJrEXY2lS0jOrJY2OjzvwS3CFGpPrS2AL8hK35H503+JiFlUkV9hGNGYBOwAdAEAoVISnBeRjH59qulcQFARCARooO0X9SQCNFg2CAHh2q03jv9FR7mOY4HLlDZ5HzyjoABcY2ECkp8UJydV+BfjEADcDu5vLDfollum78gg6d2uhXZy8TWAwDnZMAeJaLnepSIbJltwIz+K5qBY+4bjSWT1V2n9rdXN+R8kitgqqqmavBz7Wfxb5fXsXA8ukGgVOHxbzbqL/fxGcyr2rmSo0fqdxgoxVrFrWZHLjb/U/WfnCbWM0KfDCuM5KQKSq18ZEBHxdjCiqMSmwHoPHRns2qni5bqj3RM3dmMnPWuQKgPFdQHOhMrVNBWxjmSPUgYdMlP8TzRFgsjeeC2QqqnalfMj8AhQsrrqePPWC9O75rma5jNpxqsPqGZVZflrFUx3NyNiM2tPYTllDKe0z2yhfVOJmk0B+f7Mna6kr51e6tKr61T9WZDtmmol1QavX8U+K+7um+9Sb5Tzty5Iht2LDhTJcYbVskFgDXeUGBTdoYgzBql70FFhwA/a3f+i370Ic+NKvhqLKF8PCBAwe8+AGv73znO+3LX/6yVVaevarjrB1foA3f+MY37K/+6q+89/LyciMyxiD52te+Zn/2Z382xXFfoEuIur1MLNDc3Gy//Mu/fJncTXQbkQUuTwskct1W/fSvWWxA6Vd6zOdRSDijT/odhPRpulZo4hBO40n7ZPLOhGZUBxzKARp0OXNypSYMsCypPAyTImxUc4bRpcM08QnWTrz4m6lgqM40sZH1nNfBGAdleCeWqF9l0A+am8XS2RsaTaoitIq0CKAAwAyvt0jsLHRIDw/VezXopuIOT53tLrg+egKAAGAZEYgBPPF831oHSwFy15cqDW085wVVYHmF9wZIUylWWRqpAL+J4JrKVPma+20VWLo/c3r16bBARLB39DuywMVjgXFVe4dNFFeabyJz2Da1NNr+Y0pNX7JUepZDDoCOx4tUmTyQneDKAeZgZsUlMUFF5MKGBMYhgY0ETAD8qAoPKEjV8t2Shvh2660OgsDOhJkdyEy4q/BuYHLDhFya7hNQkjcYpefSVmjcbyo9In3QAU+1hc1FAARAE38B2HFQ19mdL7cNJcc8FT2hatT4LOBOz4PXMkENirmR7o+PgWWOTwPQ5dpJ7WU7PjAoqqSDOFwvtELf5uBuatgGFawZ1nV0ZVVoRcdzvl5dG8XkGqRnWpMccG1TAjrn2mB/occegZ/nasFTx43UXq20bunhdj5vRT3bBE7VCfjWt5JYfKOShhitvd7GSlecOmCxLenDXnzixwLkdmu8lml8VbuOb4kA/oZUXBkUYk+PpsRqrvUiZlsH1ngxsHMx0xNPPGEbN260wgr0s/XDfLwQQJxtvxf612gESoZDesIAn/grAqsnc7X2Qt8asb5nrrw+W3/helLvSYcHsB3p2GWZXQ/bcMdhfzYhfHuiR4xZBSlWlGctnXnB8qlmG07X6/lC7Pfudk/VD/vitapCgaZ8m8DPAwrKKOgrpj7PMTDIyVohsAML/aHO6yaDVYXHR8uL0wIU/wob8g9Ru/wtsOAA6N133z1nq332s5+19773vZ4y/9//+3+3z3/+83M+9tXYkSp1X/ziF62oqMhT82+//XZPYf7Wt77l6z/96U+7qPVcI22vxjVH54gsEFkgskBkgXO3QGrbF2ys94CAiyAlnJ58nq4JjE/Uw1m71gNg8BZsEtJSXG+uqjhmL/S2OLBI4RHSxkKGFvuFDVCUc4ST/3B9+Dplvc4B4zNIKwcwIN10TIAJBRBAEszTbLP5hIonwb7KG8uHhpfarsEVtlrp96vE8soo7R1wFCCCwix7BhudbbZO7FTAjoxAB0AYGmdrkH4pWoStSuencf7tmVUCaVbYW2u3iMV2UszPSoEwpb6dX7BBuWeAm6XFfc7eYhlgg2rRT/ZutJyrdE0e4gtRKtpUe0TvLh4LUGk41fOSqr+ftGIVQ1ouTcOla5qUjllq8d7DrkMXkz7dYPYUc0RD0kHQAaWOpqXdB3CQE7uzRGxQQEEkJR6H1SWf4YxqjZCjw6ocXwAksC8p5Wj6MqbR9YUhChBB8aNhFT7LaH8vhjJPc62ST3hD9Q4HBJICBJZJPy83ltE5Mi51QbEigFbkLb7Vdpu9vmqHva56lwdzYHuO6x7wQ4xt9Dydca51ALMESBK61jFdKzqFrgGqlPUNqsTuzrLgWif9nAwWLoOxco4kPk/gJ4ElfGVJcU4g7JD8TdrXUVjtfNq73/3uqODR+Riw8Filvw+teq+NSZMx2bNDwQJpX0vfcqRshY0I/MwufXPh3otuOS4N1LiYsMli+YO6NdarNPWDLpGjImkj0q4sz+h7tcYe6Lhp8nnhfIxEPY65AKCkos+l4Q+e0nc3jPRaZY/w7ENGCWx1Aqzn2iBFff/737dPfOIT9sNvfcWuSuxWwDVguod9Ak7t7h+zVSVH7ZW9XzPA2LctOWCNyZPyE7UesAn3XVWtoLI0g2JjQ/r8Ja1o+Lh8XK+8h3RT83ErSeXs6rKDdnBwiRUXn56JEvYTvS4uCxSyPletWrW4bn6R3u25e60FMBiMT/RCW1pa7Atf+IILkN91110L0PPCdPEP//APesgbt4997GN2xx13eKfQ9dEKQiMCdihgaMTqWxh7R71EFogsEFngtbZA7sgTViZmY1bV3IuVzh6ktzMRF+AJqiG80YFMlvUTTtpZpqVjWdtUfsw1NEkQh32AZhdp5hTzGMoWeUoshUA41gFU7zA4fvp7XztxzqzAEE4D+4IFNADHRuPOrmJFUL1d2mE615Fcvf2/J+/y/imMQsXotHT1soISWpWuvldMs70CQGn7hho9zXZlSadAlZTr7wG+wLZCZw8WaWED0H2uf52DH8vFdIXdBbgDUAEwu7W/xUHWOmn1AY7ATu3Ll9kT3ZukXba6sCtfBvykUm7UIgtcbBYobv2ple7+sopyHNDEmuJfSlkdOqmiLm02NnDIcrU32HiRZC2kc9hUlbedmqgzhqtTsDfHNbaWeTprucYIYOJArkSF0iql67faK7Jzv7sGTwUQCu9/RGMKcIEgBC4CwI/xBcsSNmSxiqadFFOT/ebTCL6QQh4EZySVoTEPcMmYZxvhisNKfSdYIhjS093RIaRQEinsHorRvVGgLSa0ksJoXvXdUg76JsUwR+fzuIIsITMMWwSek9fA7/lC+GvCB/KC3iiBGAooxWJBAAkmelr94mtgoME6DwNLYRfzeUV7cM2axZ2SPR97zWVfmNLDq+63+NLbLT6EvIsKg5U0Ont6LsdfzvtQIComHzGeSIvtWO86nYxjvqszwuwaiwDjgueF8/lchzaEuDOXVsh8O9v+XO/JXI3/nG3f+Wxnnv3KK69YZkByIoq1Bh5iag+B99AVyI+gR7qrT/5JoPGqki75whL3UUsqFSxJKigdr7C4MniSw62WkKYoGsQcn9YDF76tUuzxmxtO2rJVK6eeJHq3aC0wMDAwee/U64ja5W+B1/yvjJN+61vfal/5ylfspz/9qWtrXgxmR0j6mWee8Ut529vedtolsQ4A9Lvf/a598pOf9AI3p+0UrYgsEFkgskBkgUvKArGxoMiR62vqYdvn7Q456DYmJunckD+Q6/0kYMk2rQTUZJK+SmAi7C+KDcH2WiPQsSXR6np6FfGMA4NhH/QXtklANVwx8QrRs1gAJkCjV3wXOwqAYkCV2h/v3qCH/IRS6Xp8+87BlbZDTM2wPd27wUGDCgEHeTQ7BR4Usja2Z1Z6murdRVulV9rmoC2UVlJ3YXkAvBSyPOmXisrPSktr89hhgSZBVXt0DkmFf1ngDpVpWQ8IOiwbkFLL5GOmRjGCwur2M+0TrYss8GpbIDY6YOl9/2SJvj1GkZfBuNhG2YyVJ0eA+hz0zJerKvzK+6zk6APWdeA/xKTO+GUCKB4erld66FpnUJNeTjCAAkF9BXqgZ7onAhA9Ki4CE7sTnV0FUgAWASLSGpuxfEx9zz6uZusb/VHGJVXka+XoSMmPK8IzoOJDFGcrU1ruSjFWYYy3Sq+U85HOTjAH9qn7DjkvWJqAoICy+MZhAZfsVyJgFuYqheDcV+lCOG7Ca/prGPzBf9Jwn8Ev4cxikhbpPtEiTctltAs0Dv0VBZnwK6TfYo9zac3NzXbnnXeey6HRMXOwwFhxvYqF1c9hz8WzCxrB44kSi4kFWlndIvmMJV6IBwvAbi5Pq6CPpCNgT59vI6B41VVXzamb1/p7t7S01N7+9rfbQw89pGBuqY9rAsXTnzdgvxPIDddvVxEoXMfa0lb5qyFLSnK2bvW1NlK30eLSCC1te8r9syfIaEf8C4FjlNErksqCGe21ouxJoaJREGROH5TLfKempqZJHOeWW265zO82uj0s8JoDoFzE5s2bebFHH33UXy+GXzt27NDEdtwYFOiTTG+bNm1yXZLe3l47fPhwFEmebqDofWSByAKRBeZhASKwiNKTfkKxudeqxaQtRQpmXPqaPDTzkO2T9WkX5EAlD9bspOYv+hXT90Y6llPRpD470levtNY6Zyo917fOJzrXVhxQGlm39gdWmNb8ZNPW8VbrURyFRUXKKccVCWQIUmlL7JXBFgckZzhychXgBj/TW8Aqy9sapbNXJgKQZkQTMcBK0mw3lh2TTmHO/vnEHZqcTWWVwAZp66rygkqwP9ECBAANi8UA3vAzl/Zv//Zv9tGPfnQuu0b7RBZ4VSxA4Y1EBi3gmA2Yinx1dfh5e8TiamoQA0n6hsmhE5avXG+D6z5hWx7ea/rE+z4EAygqFI45CvbMt+Ehtg80efCCKu2My8k0eo1PUuZ3ZuavqwjISXADcBPdTjTxKlSsaURFmfBfVQIgYG0fzjS4hAbXDYMccIaCKGgIsz++D7CS68QncX2wN/Ni/rEOdlvYYLXB4pRCqK/C1dFC/xm8C34jGTCqfl1HVNcDUzVMrQcAJoiDrmho28Jjz7ZM2uu73vUukRNnDsac7fhoe2SBc7HAeHGt5StaVBDqiHzKIaWnL3MAFPBzTe2oxVXd/LhqTMwWJJzLOdevX2/t7e0+H6VmxVxaOn1u2p1z6Xu2fRoaGuz+++/3mhoAwZ0qHkdWZcyqrE2BU/zTMvk7niV4xkEvncJnR7P17lPp132jgrxoFCM1dOXGddZy5TstW7baKp7/jHYQe1z7UaQxLx8StDEFVVgas5pYl738wpN29Z0RADphnEX9glzEr/3arznuE8kxLY6PwkUBgD788MNubdLLL5YW6qJQvXu2xjbSB5i0z5ZKg1P/1Kc+NVsX9ud//ue2evXqWbdHGyILzMUCiURQcbO+Poq6z8Ve0T7ztwCfsQv1+SKQ9Hd/93cG856CFL/zO79jMANe9SYAoE8Px17sSA/KPDcDNwIKMBn3Fj5Ls10rwtUTW51lAG00bSOquL7UAQO2wVxqFvOK4h1USJ5X00lGxfbiYR4gAXgB4AKQgHRa2JjzbYCwmwRuwqaC8bWx/Lin5p8cqlSafAB0csYG6X01FnXZbVW77afdm087DRM22J7n26gC//Wvf91+5Vd+5Xy7io6PLCBg7dTIBPQ6F98Va+vV+M6JJaRq4wN6nWjo1sXTNSrw0m7FY73e94jGwIs9BMv5WbhGkOHZvg12RRlM64yzLmdKo5/PGfEdeC6CMKTX00bG+6xYwGY6MSYZjCJpd9bbLoGraJey3zJp/5F+eni4weUtyvJZMSgCNirHAVq4frCqfwcMzhFd81HbnVkuqY4iB0PxpXg+96VynuFfCD/Lnyt85WkG+KJfVegBOkrEfE8rwOJSGqrkDJOLwk+wROdbBf7ee++1lpYWbnlBGgVa5go2LcgJo04uXQuUfcjiysKwzlds+chRq91cY0P93dYxmLbtbSlrK96kUuWnirHM90Yh42SzWS/Uu27dOrvtttvO2sVrUQWdituQiMKGXimNwCmM+dLihNXG2qWLKh3PsbyKQ6kYWmK1HU9fZcMJPZuMnioqh8RGbf06u+ODv2IhcJWIBSx8fz6TX3H2ub9OPM/pTKVi8T/x3Dbb2fF1+y//5b/Yyy+/bPv377euri6vDE/Nj8s1FTr8bqytrQ3/BNFrZIEFsUCIRdAZGBlzqYu1veYAKBqgP/zhD90+N91000Vjp4wqx9HOBICGVevDfWe6eL6M0DaZrY2OjtrFBPzOdp3R+kvDAhGr4dL4O12KV8lD04XyVU899ZSDn9gFMPQP/uAP7PWvf7196EOaMLyKTJ2+HQ/a0NCglacEMooBmuCRXJNtb/40HYCe4XvHWArW+wSejROT+ZXSx9wm7Ty0N39u+U9sqVLUncGp7er69Mb6aW3y+UEnA1gA9AQUoNgQjEzWweYiPWyubYUKktxYuddZXfRVJfCCtH3VDrC0JgY5VaNlPRMS0uXri/u9kNJc+z/X/ZgI/df/+l+tubnZ7rnnHlu5MtLoOldbRsedsgA+5Fz8yHha6d9ihFteZbuKTrGnS5ViGmpaxlNlllDwHt+IpFNOLK6FbshHnBRb81Qa/alU0HM5V7dY2chzoEMMoxMQtF/scII0FGTqULEyGKzXV+wX+xtJEHMQslIAbFZ6oWgaB1xYVV2W7yCwkxJwelzBE4BTpDo2SS8U3dMry496xWvY5BRwSidUxGk8SKV3Fxj6wfBV5wIkzYtNiiPtFAsMdnmlZDgGdc0HpUe8XOwwQFXS4OfTyC5405vedE6fhdnOc7mCJLPdb7T+PCyQElv7ml+y8cM/MOvZbenRIWsda7dH97TajoEaW3dFk/VkDkhquN/WlJ505jOyGTCpYT9SUMwfLma5BOaTYXvggQccAD3bM1tLS4tdf/31tmXLlvDQC/4KA7Twujo6Qm9izupef/9f2oaqXhvvO+S+wkqW2PiSG+2NZcucKUqVe8hH9EO1+7Vr104Z0woPS8FHRdr0BDOm5zgcmIOgujN/qtGzFPIaBIJ45vibv/kbO3r06OR979q1ywHRX//1XzeCXYCiBNBmG+vjXTstduj7Np45oaqUFRZb8UazlXdO9nexLhT+DS7Wa4yu69K1wGzj5WK5owUHQP/P//k/HkU50w3ipGH64HDR0KQxuX7HO95xpsNe1W1cH43o7mwtjPoOD59fJcrZ+o/WRxaILBBZYDFY4MQJPThOazzk8gVK0blXq2194vu2XtyjHhUYIQm8UhWHAUEpgBTAgbwG2KW+srwVTuIBDVk/ogJKAKfXlh+wAWloUj15aapLoEkwuQfC9I7OcmMBI0ocND3DU0mZNFCqsQ7pp19MKAAR0u0BVefaePC/qvywM7sAOkgjTQrAGHH9PnRGR7wYCueiqayRM06LBWC8Go10OH62b99uf/qnf+qg0qtx3ugckQVOs0DDdRYrabDx3n1WnS63rNJKqRa7pF6M64yqJ6savDVc44cBfBYCEKf1dZ4rCEacSxr9TKeFmb5SQZBV6TYBAT0OfuLvAkA0kLBoFEMceQx0SPFx5VqGhbm6pN0BmTDgQvpppVJUuxQogZVJIzCzQ+zRjQJBx+RXcuMp68pWqq8KW5bvVB8dk+6PvkOfyrH4PNL8CfTgaQFRAYByYnvCJqkTI533gMKhLijHna0xx/jwhz88BSg52zHR9sgCC26BknqLbfyIjSuoElOBnt7Svbb10X/w08BA/L3f+EV75H990r+fGVdo6jIeYGI3FC21LX1rNCoYMac3wLqwQcz5yU9+4jU2wnWzvRYWgJltn4VcH86dwz6nF2JqatmgiEuJnYgdN4oR5/PHVIz4KmuWMhJAJDU4zjQ3j1Wskt6q2OOy8ahsQrAKi7nVJhbS6VJ7ffVOe0bs+uPHT5fDOHDggH3nO98xnkOZ48MuJSjLz5Rg2stfttiuf7axjPRExYo3BczGDzxgscbXWewN/01CgwsnMQAbNjbc4f6Y7yWv7hQacZG+8tnlbwQIzs9CN8ZUIatxofuP+nvtLLDgAOjf//3fe2X3+d7S7/7u79ob36ioyUXSQg26M0XzYXfSSK+arTU3N58xsobjP3lSjjNqkQXOwwKkDeOkiVRGLbLAQlpg6dKlHqBicl8YqV/Ic4S+dHqfjzzyiPtXWKE8+MJUuJDtwPFeMS/imujrXsWMgmVUlVAhlCSMJSBQput67uQhWotkkvqyr0U3VHtoJZN4CoQAKLyuaqfAz25VaA+AVGdWanvhcROHz/ASE5gQF+BZIkChyQFQKjXXq4AJE6IqAbSkgd5Quc9e6m+ek95mgwALUmlhT4Uaemj7obWFHllKle+LJAUwaMH3GuxSwAiA3FezURgJZgbfkfg30vlgcIXpW6/mtUTnuvQsQPAkTHvns4QPmXcbr7LS2tssnWmz2FCXLSkhdCEdy8xxpWMrE1Oafv0199gjKohJEU88BExqGgGE2YAK3+E1/AWTEk1i2OMUQyJ9fVzLsEH7xQalSnJd0aAqwddP3gPFR1ITVdjXlLVZTy5InQeQRPuzQxIAYdCEWyNQg/4xwZmt/S3S7lvmKfK/slLggHqdbCziR/WC32RpWIDPiEBT5D5YRVEU0uyTqTH3ccdUVG77wCp2nnOjsAWMp4V63sYP8d3Y3S026sRcYM4XE+0YWWDCAoePHJ+0BQB/6vADdkVdRiShUY2/Ote7JYNkaTFyHOOekcFYmksDvJnL5/3VBkBJ1V+27NQ9TAEUdWNIxzEH/+pXv+rL3CvLHANxivviWfCd73znjGZINNxn1fu+I4C5Xc80PI/JE8vBECZG3300VmTjtVfbVeNdNp46YTuLr7L9B08xQMNOn3/k322NAkVllTwDJeyFh47arl07lCK/yVaskDxIbquVbf9bG+s9oGe0tI0ny6ykOG7F/YeVpd9n2ZGkZTb/dtjdub/yueh42oo6n7OYCjzhI8ekKTtaf7Pl6m7WW7zn3BuZCqS/t7a2um3mfuTFt+fXvvY1Z/Ey/4WxG8ognO+VEugEfMdGyKYg2xC1s1uAZ/XwbwCRYWTkwhInCv3I2a9u6h4LDoBO7f7s73Biv/qrv2r/6T/9p7Pv/CruET449/X1zXrWMGoVgqUz7chD0pm07PjiYaBFLbLAQljgYtbbWIj7i/p4bS1woT5f11xzjR4sd814c4Cg4QSzpqbmgmkmE+za3V9vNxeXOrBYZ/2euk7RDTRAw2dMJuQT8/SJBa3Q86d24UWgQqBxl9CTdl455cUCEGF+0gLtOz86WKHF8B39s8yu9MUSFaN3D65wgAHQkrT8pdLiI+0U4BNmCOyGDaWaMAh4ebzniskqqfQwUysWYxQWaGG1WaopkxYP40SJ9s464dgiMb6qU2KpiBGLlt+r3WDE0CjssHfvXq9s+zM/8zMRCPpq/yEug/Odm+/SGGz5WR//qfanLD7UKkvkbbxYhc0ofKRt+dKVtmPH972I2BoxqcvR+FMjuLBPQMUBsS1frVaRGPSqyAReAEsALWF7zsQcJcDzsDR9CaRQZAQwFAZnrQDNW7SuSxIbALgAmOgWlysVHp9EgGRAE3v6TBDkyUtDWOnvAJRL5JvG0CieYKSXiDXKNVAIbVASHdhmqYrDTXi5wGfi9yYcn/tAvcFP5vJJpf1Xi22lIkgpVWxWEArmJ+DnU73rBTjMPf2dZ/A3vOENOk/obc//L1IYiFnIfs//yqIeLlULLKs0Gzrxoi1vqLLHdwcyNNwLOrcnhqttebpHUjQdHkw42z3efffddt11183pM09gcaYsnLOd41y3A4yEY4b5L3U0Ctu+ffvsyiuvdPApXE+KemGaOkAo+8xUQ2O0ZrMNNX/Yivb8oyXGuj2DBV/GsxU6xa3ZWgVVr7a65D67fVWtXbvqRvu/vwxb/dRcfF3pCbui9IgHscmKwT/iy461ttuDe3ZK/Thl/9cteyzfe8i6hlKWUcBHvVt8IGbLl66w4uGjVtTxhIDsn7WxkvP7Dkgff9BSrY9bUsWzxhMl8svjluzbE3wf5Xot23hPaKZ5v4Z/h3kfeJEcELKeuY/wp/DSkCCEIcpYuPlmgcVzbHxGAeJpyDSGxbrnePii3a3w8zTT3+NiMsyCA6D/+3//b2moBQ+AZ7pRIrHoa54JHDzT8Rd6WwiAhiDnTOcLwVEm5VGLLBBZILJAZIFzs8CZ0plC8JOeCx9Qz+1Msx/1r//6r9Y7lLdnejdowv+CAwHOP3JEMgQlTx2PfhSbKAwSzqt5yCZVlXWeNq8dqh040MSb/3rPMTSOYcIfvmd/f0d/Wgv4uUNVTr928g3S69xnTZr4rJUuGCACqZ/d0sbrVVr8cVWCBvCgUNGVZUcEDmyko1kbkymOLxMwGzbeU9yE/gFSK5IwTvAhAABAAElEQVQqgxSn5AggioCc4UZ7vv9UtVQYKS0Ce+p0XsAO0vEPDjVYt1JcL2TjYRbNLrJF5lLg4UJeS9T34rAA1ZsHNvySFTXcpurNhy2mtMp8usFGaq6ZnNi+rlEMb9snALBPYwvtSrPGeLcCFRkfTy/Pk614LpalqNlN8hP1AgvLNX5psLwBOF8aaPZqydP7ZdwfkqZmYYNdjhejuBmBkqZ0p/ucdEKVqrWWwItKuokdL81T7Ul6e2VsSOn07e63wr7wC0n9DMg3HJUuKDqjV5YekrzG8CT4EQaV/NX9X3A0eqHsj2boMt1PqY4ZlvZoRvcDY/UNYtW3jlR7MbnQ/+C/MmK2ztTwF69FteuZriVaF1mg0AI33nijA30vvfSSjfQdt/07d9q1mzdZ4/LcJADD/owznhnK9P3PODxTtfhrr73Wbr311sLTnHH5fFhUZ+x4lo2F2pM7db8EOAsbtUH4nj9TfQ32PxNzNXPFr9lAYrmlXvis9IN5Zop70BeNYoIoa8Xsa6qpsvhIn/UfeNyWJjvc51BUaamepW6p3KWgcLcCWYHe8rAAzlo97wCG4vte6lttg607VUwpJ/CzRr4o7wFzAkZD3cNWpGyBWLbHkj2vWO48ANDEwCFLdjyr755DNlK5USzTgHmPfEKqb5c0qosUjNtk+bKVhSZcNMuwgJ999lkHwkPmYeHNQ6CApf+jH/1oXgBoXV2df2cgfwCmxc9M/ReeK1q+tCyw4ADokiVTH6YuLXOcutrwPohMQeEtdNjsRToV6cZQ99evX3/qwGgpskBkgcgCkQXmZQHSJkhZna6hRxGcMOqPvk9LS8u8+p3rzvjzY8ek6ae2RUDf5vKDXh3dmUyglpro0wApg+InjmdqEhJzkBA20JhmJwAHKQGHLAGQkg4f13u2Ew0Vtqlt6k3dMZkJ3gT9Akzy8KwaynpYL7JXBJr8sOs6n/g8LVAWXVLSTbkcipAAOsJIoJsugaHN0uYD/KBogldj1vqZGsyvHun11ZUOWIUmBhQ/ocECrRLbMzc2qHSvpIMPFErZkVlpT4hZKv6q7weoc0vVHi/oVIZGma6Aaweg3aZrnmt6nnd2Dr9g6v74xz+2Q4cO+QSJ7+e3v/3tMzJBzqH76JDIAqdbQHpyufpbJECnn2ktkTlimyo7rK+zz45LlzJkVjNRplgP8hGsn4mFOa2rOb3Fx8DWblTfyGEwMe+Ulu96scAZg70jJbZ/UMWb1BuMbvbF1+Aj8BezNQDUNSVtrgtaLyAXBjwAKmxzAjo96hc2POnuAJRXKNiCX0RHOD6eV4pun6fIhwEhfBw+sEQBFfxFpdipV5Ufcf+JNw39H/7ML1avLOIjqf4O23NVSacfn5c/as1VW5cCLIAQBF/wUfhAfDD+h3UvKtX+uMCNwga4c8MNNxSuipYjC1w0FmAOGRKB8gqejOoho7+3yxob108BQBkkPB8gVcPzxZlaWMPiTPsUbqNiPCnEIZuucNtCLzc3N3uBy7Bf2J7TG9cBMHq2Nj11fvr+sQ3vt662PdZ9+CE7kKkWi1MhbZ7D5JzKSlXILrPbAdCGeL/dUXPSg87tYp1vLDvqWsf4L1ju+C6eqWDIV4sNv7JYLNzUUgXkedYLCsShlwwIyjMjf59xZf7CZI9nu6df1rzeJ/v3WGLopDINmibBTzoACB0tXaFtrZbs3z0JgMZzKrQ5cECBuiGl91fZSMVaPbSeCgyRaQWwDEP4cmgUoz7TvWzatMmefPJJyRZIV3Yejc/I6173OtfR5TPz0EMP2bvf/e559BDterFbYMEB0Iv9hud6fcuXLzcGDk746aefPk2fFHFpnDQU/PDLa659R/tFFogsEFkgssApCxBZfd/73mdUgwfQClNP0BylcAWRfnzthWqI8ocALAxLgAL07Ej7HBLziAdZND1hNDERYfJOWjsPRgETNJiSMOkPG0BFAIYGAGfBJt+lcF/Sq5jc0D+srL2DS8XaarE2TfppsD1aR2r0vtJBiZMT632j/4oJmEj68aStkz46W0PL6hUxSwExlgn0QF8PkIb3ACkvDK8V23Otp/3ChihsME9uqNinNLw2T79H448JWQi0sC/g6oVmgnKewokTn5uZUuHYL2qRBS6kBZJi4ZQXDdmR8epJ8JPzAYRSwbxaACJgJQAoPgGm5EqxKpkwM9YJPOwbXKYxNOhgI56EMdQuTc3CRoV22I8UMCMQAviZUrADIJDADNXag7FXPnkYfgy4BIY45315YPXktsIFwNMryw6ryEpfUARNDG9Y3rHkuPffofsoViCnRL6lT6zzzGiRFzLqU/AEYJKJf934gHyYAAOdD98GeNqvAEpKPo30+BsqDzh7jfMCGtDwpmj0gXriU1lUuMge6b7K9ZevLjvoqaf7lMZPYSXslyhCVmRExd9G/X5h3DYU9TpgQXrwYz2bPHgUMuRgwp0NKOFaohZZ4LWyQFhrgiAFjOlc3wlbtmqzA3U8Y9Bq0O3WGCCAGTxtzH61pO+SofjYY485u5IsRYKEaD9Ob4BhfH+ybS7Zm9OPn897wKoPfvCDU6qpT09/n09/W7dutTVr1lhPT49xjzPdX3XzLXbkwGPWoODwCYGbtbV1BuBbPrhLKeUHFVAusnR1szWvXGJ9rftsfclJPRPhy8asWzIgpWLTU/wt8KOBdvpKEys+PuTSHkvke5AnSig+nJNeO7JECn9bqXzemLTUD2972L76nSO2smm13XfffaeRqc52v7GRfoGZWRsvOT14heZoLKuCciMD3k1R66NKu0eqpd1iYzkbS5ZYkUDS7PK3iiW6wYP83/zmN31f7H7//fef7fSX/PY777zTs4XOhb2JNBdYD206S/mSN0x0A8raWeD2t3/7t1699Rd/8RfnPGH93Oc+Z9///vftXe96l33mM59Z4Cs69+4+8pGP2B//8R8baf2kFIRpmm1tbUa6JO3VrFB87ncSHRlZILJAZIGL2wJhFUcmA3yP8ADPOh5wL3SD/UAxu5CBOgFnOrjHBBsmZ1oPuEzARdjQwzCNNFEpZgoABBx1fU+tZd2oZvYkwrJvCHzCbOJN+F7vgqb1sErRDiXd6qhSUh/qvN5T0sNdeB3SNlgIaQGVXEfhJIgHbtcE1fa5aOPBknqqN2Gbyo5pYtWvax8XkKGiJdl62zGw0oGZwnOHy8sE5MAOA/Rty50CaEhXpQHQwETt7l/4VHgmGjBcAZVJdT0m8DW8Vxi8/O0AsaMWWeDVtEB8VHqb+WFLltZKrC+YiIbnBwQlOOBgokbs9RX7xVQ86QBmUlqaeIPmdEqF0nY565HPNuuCKue19oLY6AQ2rhRzsiXd6mzOWhUxI1AC8/KoxjET80C6YtgGxZyc3mBxL092KY0dDc/TG/qesDmXp7utTZXaGVuwNjeVHnO2ZVKQZI3GOym4yGG0atyXajv+L68JP0GRhO7FWedCYgELCIoEKesl/l4ljSSrIRvpuvOqCu8senyhfJ4DPCzrB6wHRvreoeVWKgB2sKRYwZRyBz+5ckDjsviwM7nQZcYX4X8BRJUIKqC5w26v3u7nelo6oab00Pkyf063ULQmssCFtQBkmxdeeMG/d/cMNVp5z2Fb3vWKrakXw7o74+ONzI4j+n7eNXh2LW4Cxv/0T//kwCBXTnYLtSpmYsrBbNuxY4ff4IVkgXJ+gtnTv6NnY6sS3MEPjYpxPj0QG/410C390pe+5BrxXDsgF4FyAto8z/HseKS9wvozlQoADbt+akZFFXPHOiyZQLJDfVdstr2Sdu7uVlBlrNI2SvcTW2d1Xp61WA4bkiAVSUI047a+7LgXd7uiNmOpXIfvTyE55THpuLz8n57FcnHr6d9vpTll0uwYdK1TtIhhpMMwNGm6x0YzAmH1tDiR2h6eK3wdT1V4RXtS3sP093CbHxtX8aVUuYDPZ6z4xI8sObDf8sUNAj/LnN2aoHDSqFK4Wz6iIqad4aGGnNA73vGOGUHjyZ0uk4VzAT+5dT6zyKdgK9igUbu8LLDgs4Vvf/vbXgX+LW95y5wB0Icfftgpykx2L6b2pje9ya644gr/cvjkJz9pRBKYZCGIS4QNR3bXXXddTJccXUtkgcgCkQUuaQsQxcff4mMbGxtf9XshrRIQAKZkXhP/EqV9osdJZeJxPbRSBITJP5N19gEA0KOsvweUhE3ps3mt5wFXu6lJL3Rigu9vfc3EktYDqMI0fbjzGnu455pwlymvgH0wQtHdhKkFc4zzcX4qxAJ0nJC4P2lec2n0xU+pAAWACYqUcD9naoA5JQImsNH0BjhCARUKqpxrg327TjqkMNxIPaMi9VFpnDaq+ANpZxR5ATxBG7CrpMK1DdHzgin83HPPRbqg52r46LhztsBYstwnqMvri62tayoAWiQWECnjAKGwptcI/KwXgHkiW6V1RR44uULplnzuB1Nppa43KBgRE9Df74AlgYmB0bSnZKLNCQAIwAjLiNR09IYPS9MOMLSmNGCQHs9O1Qf0tFntB1A4U4ONCkO0K1fufo99CLbASk2LbQq7E1CSQkbdYqaSbg77NOwtCMQoACNwINQNjsmf+D7xoBgT2wgS0ajuHpddADDDFvpPGLEEYLg/tIiD9fwOGveekj/GV1KcDXA2K6YpvofrqBGbvUJ2WS2wmKDMQN3t82ZcheeKXiMLvFoWaG5uVlGeKpdW2zvY6Czq5lF91zeUad1O/26HQf5Sf7M+62VnvSyCyCGrNNwZkJP5qgNv4Uq9AhyGDT3SZ555Jny7oK+Ar2FtjcKOp7Oz8RUEfJDuIJuFYCsZJUjxdEj3N2TE0kchY5WMTIDfwusnOxPg6qmeDTZUUSRtz24PloyMjNp4usKGUsvsqZ0dk4HvqqKcHsaktSr/xXNeclzv5X6QGQH0RAKEYDjPS7UKHO8Zv9bidcraOf6Yb8fn4YcAT/E/6LOntY5notZcjV/fgw8+aCePHbJ7r05ZzYlvWaJvd8DgjOlJrrjeskveYMNN77LRmmt17riNVqy3fMkyL3oEABqCoACiycFj0gXdoPT3Zksf/XcbPvmSHRbYmx3Td0VZ3hoalllFWtlN/XutqP0JBYPeZY8++qiTC7BN8Ui7+j3m1w5omi9v9nMW/n0W+/Idd9xh/ETt8rPAggOg8zERDguhY2jstIstlZwvhr/+67+2z3/+867/8M///M9+nax///vfb7/0S78Upda4RaJfkQUiC0QWWDgLULBixYoVC9fhHHoi2ks6GKmT+1W9uSHVIy3QI3rYHfWCQaxHnzOctwN7MjUHpKDxnm0wsgBO9d/XsZ39wuZA6MQb9udw+JyletjnwX/rwBpnPYX7F76Swoqgf6MKm7RIrw92KimmfQI/j4kdsl2ThPm22dgVM/UDiMJ9hvdcuA/aV2yD/XUuDfboLZV7vJJ0GUVcZBcAkavLDwj0DECdToE0gLSw2ZpL9fCuScpgd8ASo0p8VBjpXCwfHXM+FqAafD69zKqGd2osSiNTn1kaE/n6ogGBnTX+g/5lnQIXvA91QpkYO5dbDiKnSfOowEFSx3sF6FF8aHWxqEnpmKfRn9Rxq8SuJhDSL1C0QmMA4JT0SyrOE6ABIIUNOaRgRtDEkhSYSsCC1NmZmh8jQLIzP5W1Tfo67EsAW9Jyue6wAWZmNQ7xA3i3MgVFuF/AUoCCUTk/UuaLLNAPxSdMaidrGwAnAY5C30iJJc6Bzidae+zPvaI5TFCp0IuGKalcD9fJNljwgCW9AmlrBI42KWCy+q13h5ccvUYWuKgtQDGXr3/96w7G7RpcYV96LGu/+rMftude+qaKM8Y94yLveSXndhtk1FDUlzT0wnb77be77BBFX0gNLwQQC/c732X6n9543kLyKGw8a91WvctWFbcJNFThMwGP+Jqlyv64dl2DvZxbYj/ZKp84x0YBG0hMBw4csKf2F0v3fMwapBCydl29jQ68aD1DZP30TfbGc1qqKG3pImXbDGcsLh1NfA/+JiH/kpRPw3fjc2DBlwwct93Dq22VMmm6e5U2P571gBd67cgU1ci/xxUEL3wm4n6qjn7DkkM7LSk/FRc7fhwmqM4dz3YJEN1nJUe/p7T1t1j/VZ8WKLnaRutvVpaBJE8ktzKmKvDsi8bnqADLkYZb9awZt0znITt2olfnZas0n1WjBCkpsldr8sctrgJ+JcVJ+8//+T/bsUN77frKgxbf/xWl0Hd5MGpMTNO89EKHV94nIFbZDFGLLHCZW+C8ANB7773XK2sV2ih0ZmhLTI/sFO7HMvsWVvW96aabpu/ymr+HRv/7v//79ulPf9o1x4g+NTU1OTX6Nb+46AIiC0QWiCwQWeC8LbB//35D2iRse8V+gukI8Lau9MREGidTdIGb+q0XTeLFFNABKeW+M5mH6cXkn4k7QOGggAw083hoZp0/lgbPpr4M+EkDKKUjdPwAG25VOux/dN7o26b/gpn6mAoSbRJrbFlxjwMupKYeH65RatzKSWBl+nEL9R5gAkbaUp27T68w0MIGMzUjoATdw7DxsE9hFtJsKY6CJiGMNdhvhQ37XV9xwPcl/ffA4BL1HXPwY5NSzTDQdjHDAHposNBGxgdd12ut/j7P9a23w4cPe2Gk559/3ieRpMJdddVVpzFevIPoV2SBBbJAvowJ6o2WGsvahrpnrKtf2pnqOy22ULtAx/3Sr4S9BVjJ+hD85PT4GFiT+Ap8jbMbfWzEvGhRo8YZbgLgP6wujw/S9NfT5GFkw5RkXDImAGBXpLv8PWAg2wFkT4h9dHionlOe1pzprnHMWC1kgDO2Ga9M9GFbDo+rwr18HCwnmNhJjWdYUHfVvjTh3xQi0g3yjAywiaQHwRmug7R3JunOqhLYSlEjUuYTvi+hJYGdssGBoSU+9q8uP+R9U8Eepiu+jpR6fAJ6oqSmAkxwzxOeVdcltq1AWZjsKRVl2tiiVOJKtkctssDFb4GWlhYn1SCvBnhFEOPBLZ3WkdpkHb0dC3IDVMMOAVAISJB50M5Efz1sAJVk3yx0a1XV9ekZPQQtuY6wkf2xQoEL5HwOyV/hGWj4m812wt64YpXt72q0eDJtBw8edF8THssr7NZChujb3vY2v19S78P7Zb+ijqdtfP8uqysb8+2AwzSCSMlkSh0JlCyS/roqf+MX8WdoG/OPayPoBCjaJF3l9myzrau/wpY2xOxIX9EkTkCouEqMdII6+Oew8Tx5Y+VeaYj2KUFIGUJ8KaiFfkreUqBkuxUffUAr89Z3/edsuPGtNqbrGW993GLDrSKGFjkrdETAaK7uZqW977O+nm6ODDqb+M09b9myxd6wPu2F6mLqj0D/xsQ2a9/yfUuNdltFQ4tibErj791hRUqXT3Zvs8yVv6miS2eXWphysuhNZIFLzALnBYD+5V/+pSESG4Kehfc+07rC7dOXN2/ebO95z3umr75o3qNbsnHjxovmeqILiSwQWSCyQGSBhbHA6RpBMVU0X+3p16Suri874SmsFCIhHZ7HzFIBAQCdKYnhA3zyYMxkn4d2UrQpogQACmiQ0LawhQ+64Xv6IqmeVM5iTeKXFvWEm2Z8ZWK0RUWK4v0BYAKbqhCInPGgBVoJkAPTFFBkVUmHipCU+z3DZGOScEj6pQcE+NCYtNxctdeWiEnr6azajk1IA36+b60Yaac0RJfpnmvFAM0JwCicLAD0wIwjFQ5GSL8KsIQNlhzstlpNMsIWZmnwnsnVtm3bXOg/lUpNSfUL949eIwsshAWGl7/NxlRxt0iAYc/WJ7xLghWMBVJaAekAFwMWJB4gmKgSFGCJH5bwH2FjmUk0G5G1AMiEEVWusRcwTYOAC8xrNEbxCx35SqWpl/p4A6CE9Unq5Za+Fk2OT6W6hufgFSkNGKIEX44pZTMEFENAFlkNtvMeMADGaKXGYkJgKyCvX6OOQh6EIA5cTABN9ocJCihKgRB85YhupyghD6niILzn3vhFUaXtKsxGqutb6l4S6Nkv8EBVlaWnF4CpSgUVWIPl3BbSHi2Vr0QPFBAW/wd4wb2Spr+2JmtLGldYJjE10MLZohZZ4GK1AGnwhSzMl19+2XUskXhZiPbVr37VK7ADcG7fvt0AO++5554pOuvV1dUXBACd6R7QJi1sjRRlVMDjMMUVNabDxvd+e++Qrajvto+/593OVAQkhkFKg+lJEUS+5//mb/7GU7xZX5hVGqb6x1U1PdG3x5LDx8SKPGk3L6u39toqBZnKbHmt2J+ZF0TMkp9KymfH5WPlq2iBf5OPUzCHAAyBbWR5dp48adlVSkHve9lKpQFdHherU74POQ7S4I8MN+j1lGzBSqX242vVvcBa7znwgyy7P+Rk8sLSlk61P2XFrT+1keqrLdF/QM5v2Hfx7wqxNEfLW3SMINOiOiupWmIjXfusA1+svUIwOBXL2eiIpJuK6yTVoqB19x7b++Q3rSbeKU3ZcmsUE7amRGBtmZ5r85IYGu61MgGlgxt+0UarNnGBUYsscFla4LwAUISb/8f/+B/27LPPThqHYkYwMRDXXbVq1eT6mRZwVkQjWlpavDIckaioRRaYqwWI9FHRjs8bmrNXX331XA+N9ossEFkgssCkBWAmoOn8+OOPT65jgQl5Mpe31ystC91N0qCUbOpQggMUAhmkrucTflLbmfjr2VnV44ecfeXsKoEXAAEAEv58q1/Bg68/u/r52EIae11iQJP6IdtcetDSyQAk6AB0nDYh4KAAaH31JviAvKSeA+joDlyjq1xACPeMRmCHgJQXBMzCygIUualynxduIbkLVij3SKXrZrEmaI90b/Z+asUcbSlpFWA65Iwz31jwC6ZXiWwHwDy1yZBuUCw+cyP17Ytf/KIzQvl+WLlSOmKaTB49etSLJDQ3NxuZJzNVj525x2htZIEZLCB2Y27J6y3WcIvt3PW/PPUQ0LBwEt+u4kGNRV2ub9s5kY4Oixw/AqtyIFfiKd9h7wD+mYlgC5IQjLFOaX3CPCL9HZkNGqnny8WQPC6m0fN963wMoenJeGUCHgQUgn3Dvgtfj4iRDUu7OH5ShUI6PL2TvWGP9mjivkfjnWBQgwIUaOjdXbctSLNXwAZmp4MBulP8H/6O9HwYo8AXeEeuAzCUQA2likypnEhXkBaaUdEmAiEERPARP7PkOQU1ehxoJZ0e8FOHO9hAKins2Ww+blVF+GDn4vtZ8LpJFR7J6b67x+ttWeNyGy1bIb28U2z0wnuOliMLXKwWoPYEwGAIDjK/WahGDYtHHnlksju+C0m7p2hxOP8OXyd3WqAFgNXCtnv3bnvxxRcLV8kPSvpGbSYd866+nC3NDhhF5+CM1tbW+o8fUPCLlPenn37a10y/l+M7HrOi/V+z8pGjkvDotqK8mI+ZTqsVMLi0XBqY442WFaPSxlT1vf2FgDWJD1IbVdBlUP6HMEyxfC6+u0zPLLVDB2yvvdNWlozb4V0/cl/OMw+SJUeyDZI0avbj+YXPQnM9DBol4oF/m9whXAAA1TVQpb7ihT+ykZrNnvKOJigaoPHRNqXLt1t8WJIoKm40lm6w8tW3/f/svXlwXOd17bvRI+aRGAmCBCkOEjVSlq3Bki1ZduwbW7bj2YkSj0ldu1KpuCqppHLfrVdJJa68W/4ncV7y/DzEL5FjO3I829eyrcGaR0qkRHEQSXACMY89oCf0W7/v4AANEBRBAqBI6nxSs7tPn3E3zu79rb322gIux6xdHeOzlV2WnCpY/7H91l4h3eSmqyzbMKMtP3FYMWxCyesKMevHlWxKWCYbsT4Y9mrcVBMas7Lsk1Ze1WnJ8lYrxgNcxv9agudLywLLAkAxxac//Wn38M1CWTwO+/Of/7zxOhiBBVbLAvx48yPK+OUvfzkLpi8U+V6t4wf7DSwQWODSsQATD3zKvn37Zi+qPTZsn+j4teuGTDkngFvExcPKsova5JW9M8XXf1oO4MGzKwXVypSEUypOt+KIQA4n+Km9AxYwsWewPuBASzzhgIVNVX3WLX1LSkT7M/XSdJKGYHmjPS1wA3Dx/I+iWJv9tknMTdhfnDjstqOZFnVXLRe4QWl7hQv4uX6sQbfr7SpjhSkKaxTQBjAGEAgguVnd3N/S8OIsowydPxofwRSdSlPe7rHVADwAQAFQaD5QOigphvVVyq4o/dx/zaSPARuUR+mgjI7vmxJAvzSw9PPgdWCBs7JAWcTe/Fsftq9//evyBXOlnewDILFTAOMWdVdfpzJ1fAcuAAARNqRjcutvnMkx7CFKuo+k0c0rE/t8UMsE7ond2C9tuaiYR0hOkFTgnmNZj8rHj4ptxAC4XOpg+6clIcHx0RaG2Q6T87iYn8fE6H5xcp0SOppUyx91xEd1L2dc+T3njN4o92hRbKiIWEMkQ2CAUq7O+fPed3Qspyw+XYyLRaWrFHh6LLvGfj54ne73mH2g9TGxOcdll4hYonmtzbYzjlIv2Re2wpd4n+Fvvc/5F5/bqMl8TfWw5etvUTORW5dqgmC9wAIXjAUgBl133XWzACi/XzQPIjZZjUGZNA2Sbr75Zrd7Oqiv9EAODy3K0oE+5cJB8zUGkjiAoPzu01iRxCvM0Mlj0j3uuE2MSCVP6Zy+yKBZMeQYrov+IpCsdlxzpe3+5Vesc+xn1qhqE2R29iq2KlqV4pFxl9yZSg1bb6jB2m77gFXVNFjyxJ9ZeW7MHdtV98jXxHQ+JKxg4yNbAuue6pc9L+6yvQ1brXfkmEt+kwgaVkIYDeXSAQt/Sr6OOaqLAflQfsvzYjPP8nVz8aGSR+kTeshWul4aFeXrL7d87TYxNfstorL1eN/9lt7wEcu0v90qsuNuWcXUMauXr+zYWKdS9u2Wa7peD09isDwWtvbWZuvvP+niM+xMZY4VPImnvI6TTErLeu/jSjxttMptF25lbqltg9eBBc7WAssGQBce8O6773aONCgXX2iZ4P1KW4CgoKOjw7EtKIH49re/bXQafNOb3rTShwr2F1ggsMDrwAKwAUsB0N9pfcKBEUyucwp8IQNQtupCbwXZMEIJG8sEBgAEMMGntIkB63NEQASQQNgxnrxJOvN6Alw9uX94LteEHyQUkIB9O91QAQp0QqXjKFqBAIGPj5//kqQr1Ql6a+VxNSdSibrACc4XbcK6bMr2q1nDrhKGA3AMzM/rag5q/XE3WYjGJPovXa2afFrl801iHlSqq3WvsyvBNwAxkgFcc3N43F1nz1Sr2xaAk8kCx6WBDCW4TCIAjWGR0SH+sBpWLWecPHnSvvGNb7jGhue78dZyzjvY9sK0QHNzs73jHe8wqqFKB8CdPIQH5AlErArTLEh+Q2AhTMdmTczbBTBS5k4DDTQ7YXQyAP9axNbZVDngGOIApACllGVWaF90iEdbDmapD4KWHvtMr/FdT01scQxt111e9xeTdxIetza+LPAh4e69bsmBkKSAlc614AsLujenxc7EL1D6GdV1cj2AlNy7MD2RDWEJJfMs6xP4gK4pwMKtDXv1ybSTGKGUH31QABDW88FT//zpHO8Waws1u9dQIyZ3HHFN3WdiihfVFGqdymSrN/ibBc+BBS4qC2zZssX10CjtkQGIWPp+JS+opmZOo/JUOaDlH4m5GsBu6VgMaEWruE1JmDbFDkNiu3coUURlCAx4ZD9S+WkL9z9mFWJHptf/jgKpUyEM4rfSRk5x+ZTwnq/YushRMdwH3X7wGWHte1SscxJHJ6fqrb18zI6Oh+3++16yT3/0XaLAd9nJsXGXeELDnASQDugSV8QhvCdR69jtg3usamSnXV3jM++rBCrSRK70ir3XJKtgyceiWZe0IZbRbmf82twzy+YGCfa8hTN9FuoftnDikOUar7VwTlVJappEuXwxWm3pjR+z6PBOlcsfdA2ckGXJ1Qkwrd8+u+NplcI3tnc7ln42kbEJctozuTr8sUvG6bpiqSM28Pz3rLvrBpuuPL8NSeeuO3gVWGD1LBD+PzVWcvdoed52222LUtNX8jiXyr7QMCkVbb5Urut8XAcBMk0uKIXwmaAtLS3z9GzOx3lcCMegazYBUlqi3cEILLCSFiBQdRNZCSOlUqmV3PUFty9Ko30AdI1Yinc07HZMpozYWlGVK3ll7EzlZ8BMBdIEjDACkipRpaEJ8SzNQ4hqAemiWkY5KSCqwne3vnfhsACAPP13xKGe5iVamDArAT8BAwimARtgUMI6OF8D9sW1YnNSKnVCjZbGBIpQigugwTLKVNEZpPEIY2tlrxo0HXNgKe8BLpkg0LkeFgdALpMGdE6Z0MAKRcvPL4mFUQbbjG0AP5qllQVPDhtGZJ16AT+U0aOtCmizc3LjsgFQzhPN8pdeesnJ9qDDFoyL3wJovvkacLCoSJKer4GkBh2X+6QPx+Bv/SY1N1urzu5Muk+IXQkzmr9x2OH83VMGH1cZt/c6p8ZeG+3QVLvurXIHiOJj0MJdK4AgrokqTKJxJRPwKUxcm3SvcD9S0k5jtHMZ3FP4rglp7sE4fVPt/hlgUqxL+R+AVkBKfBPn47q+y4HBeKLBEcAnfo77Gb+GL9SGKjdVIkPvYlqeF/MTcBUv2qprr5JWcIPuae5tfCwgKtvOKQCyk7nhAFDtOKQXnAfnRScRwQPOP6tDiron/7lWOBUcmdvL8l/hu/lt5O/KZ5kvf6/BHgILCHtTp3Ya8B44cMCZA4CS5NxKNCcCiFwIpKIDyhyCgS7o4OCg+03MZlW1sgIjk8nYTTfdpHuVO9sbxFo0nywdxAN1ks9AWueyyn7nE/B1sMLxl8ckBdSsTu6RacWhKgUvVHWVbu5eI8nn+10W7FD8sjF+3MVgJFrSil3wXSRyADJd7DZd4ap8Eoqznh+ose7NV7jkc2W211IZOsDnXZULvhi/RTyCLqmX6DHHTkVGhHiJ+AQ/CWiKBIgvd8K5IFeCz6pRxQvJLs9/8cmCgeOcM5X70HtLzCj/mFNclDoh4FNSI2J90hQpX7NRGp8Vskmn5VXunmva4YDP6YqWWfCTHdFMKZbqsQqV7kdlx6q6Nc4no/9ZI5sQexF38h1EJfdUL1mmUHZMuqvd2s/irFt3gsE/gQVkAfyIn+xgvrjQ16y0kUqTN2e773OOEO6//3771a9+5Y5HpzXKBxnf/OY3ZyeQbsFZ/AN7j0cwAgss1QLcaDTi4iajwyE/ssEILBBYILDA2VoAUf1S1hZ6dxEFrAyATwawHBNzglEy98TzLmsugHRaC3zgju2qFEBStg1A6rOUYIxOCyyghBwggd1SWk8JPeAne/YAAEpiw44xxQSAZTRgogysNKDWBqs62maaEqDPVwqqoH8FQwPQgkAeENSxuCoGFPwnHFhK2TyTGWzgnb8mEppw0EE1omsyTWooPwMUYWRVFpsTcKNQ3k0UAFLoOB+JTgsolT7iTHkckxaYZJQQe1qH2O90cMnSzQOI8V//9V/2nve853WZRFu6pYI1l2IBSjGRXKAUky7mTI4BGLlXGNO6/xtjAv309wyIB4hYFDiI74Bx+cHWxwUQjjvWN5NtwH5YnniJcem3jRdmytx1+8ACpXSdUnkm4i8n17ljnOs/gJXbq4/p3h5x5fReQgc/qO7qmiQD1sLO5pwdQKF7HLgToIIEByDupEvaUDbqAQ0wQdMzndxhucLy4rxjStxyzb5GMr6Si3Qe1/2zyFXoc9ZzPpgj6z3+x9uOcznnqc0iBwsWBRY4/xZAk/zBBx90SWcSObfeeqvrMH6uYPsNN9zgGvnCUL/33nsdmAp4j58q1edED/tDH/qQu2AAV9Z59tlnjYZM5zo457Ex+UCRVfxRqs+Jv/E6q2dtb6LTVYSgORxTN3bkPDKSzRhUvJEuVlrZmistMvGyTY++aNnmW3TPc7/PjVI9b2Ry8GFoi/YredxV7sUg+K7pghIYSso2KEZJKKnLIK5hPPLYE7bhzpusMjNslZEnbXIkoVgn5c6LeGVC2sX4HnwQvhCpH/w6us8MYjV8Pnz/AZXCcw3bqk44KaFKHZORVgl9VMleCFCll+B8Wsklzb7X8Yr6nXChqOLBsnxSr3Pu+iMDj1pFIW2pDR+V6/POwR1ksX+kd5pbf5dVTY9YIXWfgFRV91RUWlIVR5b3qKBhNaqjxD9W3+YaRgG4An5OdQayhouZNFh2cVrgnKOEhx9+2L74xS+6q4Yx4QOg3/3ud+1nP/vZOVmDjFcAgJ6T6V73G1177bUXvQ2YKPFjGImc82150dsguIDAAq+VBX70ox851oN/fNdx3E2syfkXHSAJWEHWn4k2TwSnDDL7zbGEwE3elTnmIlN4AAJAD/bAPtgAMJAHIChgQbOAEfbHx27f7iXKfG5K74JswNIJq2SV8zoo2wWszDhG6/xDU7ZeX5ZyQC6fwO4E0IC9SnkYZf/YKy/h/ozE9SnX5X0UfT9drwOHdXVTBWBhr/Q/JDvS3OW4Os3TUKkrPih5gF7ZqnqGVasMs47DxAVACYAWkAid1JUYVGQQw/zRH/3RbFOIldhvsI/XnwUoJQXEoOkIE3H+bmEY+YPyTu4X7mlufybTGd07lHXjT+j2fkv9y47ZuVP3Qq/kHmAV4SOSYiKVDlhNsKIpWaeEfbkDFhMgLBN4H/xknzT2QNoCcKIhmnbd23FcVWrYhu/LijM0JhAAv0EpPv5vvcrmAWeZUJMMIklEIgc2K8kjtueasvrMkwjw7MHxFvN3PiDAM36VgW8FRManTKs7soIotzz4J7DAxWoBWKB/+qd/6sBHSuJhG991110uSXcu10QTwLa2NrcpUnVLGbBBGUeOHJldHQCVcwE4pdQcYJS5OyzPVxs+G99fZ8OGDQZ2EEsdNWR2GvR7TnxATAQrE71jEp9UvfDeG9N2rHdA3dclhCNWYplAP5oClQ6u0y+BR5+TuCSpRCrxFrFYfSRrGeIS+ZuYGPfNZePO11GtQoKHx8TEhNPNhBWZzxQsMfBLr/JEfszTJi26ShzinHJ1Wef8fPCTc6EihqQxDR47xfpfX+ZpP9P9PQF4yjpK6OLjSfT6Po1tS8HQ2fczjhBv5/ye/uG/MlU5wPgMqTw+MvaSxQcfkxbomUlk08iDvPH/sFxKyeiBp8TwHLXqGPEqc1D0VyPu9yila6+T7mhIbNPI6AsWUoMoxyjlxIIRWOAit4DvVS7yywhOP7DAxW0BdOj+4z/+wzFZCU5aW1sv7gsKzj6wwEVkgb179zot4dJTPqoGIFMKUisVQKO3R3uSmam2i0J9EM/r8K7PFZ3C2gS2dOvrfUGBKvAeU3VvW6+bKEwDGgfBegBJBR6FIcV6s4wALWdJXsuYGBAwn01zE2267JERIzOviQGMLiYPpSMuIJPJit+YiavmSvi3XhOPghidSYu7CQUsMYAPJhlca1TMDhqaaJGkO2BwOgjDlbkDuuTU6RltLsATgB2AF8ASGHB14aTbF8ehoVJewfp/Dawc859qgl/84hf20Y+KTRGMwALLsAAA6DPPPOOAP+4PSgv9USXwk8m2P/kF+Oc+J3Hgscan3X3XXTHo7r247hnuEtbjb3/+8O4fljExXu7gfuXcuF9LB/cp7NJylZUiScH9z32e1mUlxFLdl1zrzo/7Ep8xNKVS3pC6NUcmBYJOOT0/wAJkPHx/RxnopHyblxzx2PAck8m+PzzvqWVaiL0YDijw38wuKJM24Efc58E/gQUudgsAWL75zW+elR7atm2bXX/99Q4UPdtro4mSD4Ce7bb0VYBZSQk7DZqQ22IAyFIBCrvza1/72ml3C2Dql9j7K1G996kP3WETT/yDhUd7nc8jqVqt2IEECgkjQMU58NPb8siRHgvJJ5qSpA3b58ckrMHcCSLVr3/9a/kYojE02JU4raxR1UrK+TUHjEalnywAlDUKobCNpQtK7ozZzfV7baB2gztYVo3URvOt9svHRqyrYsgll/C/SBINCJiN6RyvEnibEqi5cBCvEd+RMELHFImSo2pqR1KIURDbn2XoGrvhOznv3dy/C5Z7fo9qJP0WiFmLQ5xW6Xs41Stm7N4lAaBu5xXNltp4t1UljgtITqmsXr9HOjXOKzSdV5n+lBotHbSJw32WzSlpPTZllR3HAwB07psJXl3kFpgf3ZzFxfzlX/6lfeELX3BbkP3xB9T6c6Xol+7H31/wHFhgKRag/B0tiIuVPUkXRl+j7PDhwwEAupQvPVgnsMAKWACdKwCvxcYLavBzW/0eV7oNK8uF/ZqwgzHQ8AjGEf8RFBNI+wG3p2k5s0dN2gEJCegZ6IQKCpROjtiQAhp8IABWqINZFeECgsIMANaAETaYq7OTWV830O3mvPxzUsDjmMqj6P5MZ2e/DB5NwzVibPD5STU0YXCNALTtYmUyiQEgzXP6Gh40CkAs8EMTgzbtj4+iulYmBNjGB4cAWa6uPWJD+TrZw9uS422vQsdLjAXZyYFA+h7iWn5F1REba6y0+0fmd5l1Bz7Hf9Amwydffvnl57iHYLPAAoB0ZbZjxw7b82S/m8zzd08DDO/vGgvpPpdT8f+eud/zAhRhRHpJAa9sHM1c7hv0d9ttzJV05vKo43owIb6He2gkX2P9uieXOyjP5F5tIEGjo+CJ/MH5wcqi5LMn3ew+O67mZr16MEj+ACJsrOhzoAGJHkpMKRMF+MRH7E92qGHIEQEKSfmNqAd+CnDF/wHvRgAFOCS+VqOo5BAWccCvfyozq7CejyGY2J+pbf/dbRP8E1jgUrTAuQKgpeXnZ2sX9JRpELnYYN5eWnburwODFSYl43TSZI2Tz1hLQ8aeH5Skh/yCG6rqhul+WQ1axwn5mlrnN7wP+SyphFDEjg0V7YbQqQAo6wHYosP8zBNi3wtk3Fw7Jl3MLdY70KyYa9Lq7JjrrE4+iqZAhbptFo2325qenRZPj9nVm+e0Txs6tthAdJu9MuJdC/sHvEU3/HLpnZOs8qSSYnw0O0ggwRZFaxRGPU3ffPCTldBTHxNL1IGgzsfObjr/he/vZpY6X8cyxZw5qgZHDltcJeqwYcOTh/WsqoLwHCYzf2fz30VHnpPDjthU7XYbO7LTmqIZdz3snt8UYtJcPiOmqlizyaMWyo3P30HwLrDARWyBcwZAcXiLOb3V6CB3Eds3OPVlWoAfUP6mfFFdf3fHjh2zH/7wh05Tpqury5WZ8QP/mc985qIEQSnhpwkHwMfWrVv9ywyeAwsEFlhlC5BwoPR5sUHpaZdYiOtUxiSukwANRcyaeNOJPJFT4C8GAcxEyj/5MYXFxIRcJELHXACggO1J+af4BtL8UwmrdgCrAR0/Dwwtc0wBGFMeW1QQgCb+ZPoBVAcl/k+39Z2T3Yud4qouo/HAoXS7u6615aNu4sEBYYgBgBxWt/YhgbP+OKDzZPJyXe1hB8gAXwBeYBNKzrBHvXQPeWYyAODBBIFgW6toPf0rH0gZ75sFPB9TGS1lw5urTjpQFXAlISCIHXqsVHS8snZ19RHbNblh3rmwu+WMH//4xy4RtZyJ43KOH2x7aViApqBUeBwf7HfA5XoxicYkKcG97cF9agwEbKibJcyfv5ailcvEmgf3Dcxy/t4BGUlGeKXugIf4laIm2GnHEj2hJiHn0gV+oaUBWrmvm5TkoBEZer+cF/cf2nbcg6+k2iRTcdnCTbVGyJ5W93rYoSRDvDJUgZ/ygfi9MTVu4p6nkQhXC1DANdBEiff4jBy2kR8Iyx9M64EdWEev9BADS/vRQvlfz29IZUONQAQI1Gw+5Xwu1AXEerCDaZYFy2+x+dSFeu7Beb12FqCjOizMnTt3ntVJLGRgntXGZ1iZUnY0PSGiUOr+7ne/26qqquy+++6zzs7ORcFTmveEk8f0k1+cAz9njkOTtGh1xFIjA87f4Y/wgSRRiLEAD2P1LdKnfMUK1esF4p0KhDIv7Or6PYv1r7ey3vusIrnfNqxpE26opM3wURdr5Ku7La9u6oVy7UvHbtn2Vusc3WW52LDK5hWnRDxQ9p3vfKd973vfc3rOnCLg5x133GG7H/2RS2y1qiFkaioul+SxO/GTsOBJ9hC/NEkyBH3k0oGfPKqGdTVqAkfzu9nKHxygC4ZK1557TYhE8h1HSal6Kq0S/Fyv86nF0AELpcWm1XWdaRSzCWd/U8n7YKHNpvIxxW4ksCjhj7nfG16jl+rkjWL6XRp72dl7OtagZkrLT7Sd6RyDzwMLrKYFVrwL/Fe+8hX7t3/7N9dNFa2QpYy/+Zu/MRilAwMDTuh5KdtcKusEXeBP/03yA/+tb33Lacxcc80184DNBx54wOgiSOkFDK5EIuE6oAMkruYP/enPdnmfAPKSteRxLkkErjnoAr+87yDYenELUL4Ek4nS4EuxC3xPT49rLrDY1Sc10a9R6SYafv5EnSk3oGb5DPhJabfPxdK83QWQBPUwOAnak+owiiYUk/9ylbFOqHnJY+Pb7L7ha90EHial0/CjJFzbMOA6UQoOAPnToRvsWQEKlHq/FoNSL1f+rnMDiAB06c/W295U50yzlZmT1snB9GKdrVW9rhEA7Faum+09jSx1QNUkhpGQjqHX4V3lVfoPoMd7Drt1a6UxWFacVqlZg21QyRuNDDJiofK36BpPaX1YcTk9854OssczS4s53Amc4R/+3mliA5OktGHDGTYLPr5ALPBadoFfaAIm47969qgV8zmX3ODvFYAQDTiAQBIeDCacsMcZJAjQrRuX/i3+gK7vO9UZnnUBPCvlL0hEICVBuSV/+z8afKN0ROczkdzOzuEfGFkkIjhWc3zSlXHSgZ6mHzQsIp3RrqQI9/gse2vmOAABJ1Siiu8AMOXeZRlJEyb+TdLGgzXFNcCCj2p/HsA55z+LaroxmK0SIzbq7m3nPwUC4yTxv2qfpGtVn2JN0MsjslyZWFmN11hm7TvP4WrPfhP8EL+N59oFHu1Emu4Rx6L/vnHjxrM/iWCLS9ICED78eQzamgBupWPDhg32yiuvnDZxW7qu//qKK65w3eX99yv5zL3A/ik/p6M8z1TkMR/j75rPF44yaXjGhp+yQiZhRwfTCz+22io1jEsUHYhIs0P0M+vki6qk4UnCdE1FxhoLxyyaOCgwrtGK8cUBuULVOudbbFrbCdR0wKuOXaQZ0BppWpaXxAzKpNBZHVZkvv4KK0a9hnUkQW+++WYH7vb29rqYgNL/qsa1dvzgbgGEaefnSOLQAKk5PuF899FMi+R76qVVPia/XnBMVhLpaJjzvkL+r0qNkHQ0Fy9iJYd/LjCXW8ZneuHZUvGSoid8Kv4zLh1SANTprCpk4pWWa75x1p7oe0YEXEYF7EYTr6jRnn5vyuutUj8T2Z77xepMWD7WZBMDPa7RE/Es3hh/zCApV11dZRXSeaYZUmTyoEWHnhKD9qT0R7u0wnw96tkDBy9elxbAb/mEtUu2C/zpvllYeTRBevvb3+4c4unWK13+4IMP2uOPP26bNm0qXRy8fp1bgMCQAQt0cHDQZRJ9kyB0vX//fscARe+Fv59169Y5UW1/neA5sEBggcACZ7IAQNfpBgEmWXym+0y8pzUpR/uOph6AnLNxql644FQ7opyVoBGAIK4gN6F0PeApICrvk9JYAtikuUid2JJo47GfUZVDwfJiXcrNUwII96bW2d5kpwtIT3eOC5e7bD1goUACAJTljzI7KBbooXSrC9yZy9CdHSBjsQHYe1wNW8LlXkMBrATAC3BcrgkCuqiAG4AY1Sq5YgD2EHDDgsPWSZhtkrfCzthpSuyxak0yPJurLEvAMtfnldZOOSAIYGalB5PP73//+waLD/20dDpta9eudROhlT5WsL9L1wKUg1559Q574omsHRRz0mOCT9suaWO+rekFaWQmHAsI1iPsR1IqWQGZNDuCKd4cT1gqU+6kMH4zeqXzH9dKhxNggDGsMtFdiQ0OEKQUfo0YRwCrJHCG9Nnp7tVXszj33SNjV6jMU12CNYFvFZuTexnNTsDbNWI4tamBCIxvGKmLdZ6vlo4cPo3kDT5BTtQdkmTFeiU1GosJNXzSXrWYe9//3GsMwn0es1HZoEe+h/1cVd2jZEdOgINAUxp2uPORT1FH51B5zdL179xZvLb/lP7ulDaZeW3PKjj6xWABAIYPfvCDds8999j4+NLKkgHZV3PA+LzyyiuXfIhirM41MMqnhuRfJhQbeA3R+F3HP8TlBJJKqGbkO/BfSN/E5ds85rh8Q27QQgIXw2rQUyYQL9X9MZuu7Dj1+DRhbL/Tcg3XWDhx2DVPKp74hYUzQyp/X3PK+mXTOcUnNG2czyqFYIIMQKkUgAOVq/7KBp79N4vkDqmr+qDiwGkx9Rvl79bY7sR6JXfytrmyV0ncgRl5IIGfWub0nnVNXC+xkaIfdy4OK8YXyie6mFLPeE18HYtzih/9BBQJMJYRc5KIihSzFu57yNLr3m/TAn7jAw+LAfuw18AoM+r2UozKT9ZeYU/nLrc2NU9qlv5nIkl1j5dMiukESExTnZTn90inFUFEVcm7sskey40etwo1TIoNPqHHk5a46i+ssJjddbRgBBa4kC3w2lBKZiyCQz5w4IC98MILbsnCLnEXsuGCc1t9C5Bxozyovr7eOjrm/7ABlv/Zn/2ZAmd+Gswxjlf/jIIjBBYILHCpWYAOq/fff79juC68NsAE9PeY8ANcULrZWT4kEIBSTG/MxKouSg25iJVgVQCoVvDees166BZKJ/TqUMre0bTT3tLwomXVAZ3SKFhdBMHo5dEAoFqsgGS2wg6rERDMp6UMQIirVAreHBWzQoExoCJA60vJLve8lH282joAk5NqdHKmgVYqLFDKu7AXna5hRgAIM7GJRjV50XXzGg1A9SLwgnhdPwVkaXWML8gmOQXgTHaKsg0yAPUCewCkAVMJ1n27MAkAEMV2qzFgeFHKVzquvvpq++3f/u3Z35/Sz4LXgQUWswCT5SeeeEIM8EqbSPv3UZsdSLXbbzc/a5sqTrr7hbTCuCb+JC/ohNwoyYgh6ccdkRwEdxHTYJiZaGcm9Tef1T0RF5Noe1WPm2hzb3DPweTh9bDunRcS3efkAziHZ8Q+b4pM2FsaX3S+6WS6wbHAuUb8Y7sYnvgapxes0tTSQeknDUCGVULvg5t8zmQebT8YpW5ij6OcGbzKa9JdJuCiTizwiakKxzjn2mkqgg5wfVRlozSFku9AqxQ5gUx8u0Wl5XexDMAiulWT3IdlHozAAkuxAPPmvr4+o8LyYx/7mH3jG984Ywd29uvPlZZyjPOxTlGNe6bFPAxnRqy7YsSBePgIYoe15SMis1xlTakJm06PuoQrzMlIrGCTSggRI4WLYsaGqi0slmZ44oDAvkcsveHDpz11mJ484NKWTQ1YqO9BC00NzmOAhsQMtekpK1a0zFvOTrE7CVBY36Wjc323da7/nwJhJyxxcq89+ugj9vLRsdnkM3HKXjWHu1rJGxJWxELT8nfEQ1zvtGJJql8QBCJxTiJIT17wOPOEf5vQbwK/Aeviw1Yr/4ffnFKsRNzId8veqEoqmzhoY/f9qaWbbpKO6pjFh57QTpUcFthJWj4kFmdh6Ijlpb+6S78N27uqLT3wrM6h3P2ehMSypYS/oDgrod8XgO2y6bQ7HhWrnF8yW2a1FYrdhhJWvedLNnH1/zQA7WAEFriYLLC0mdVprogJAJ3WSodP1X//+98/2ymu9PPS16xbmgUtzayUrhe8fn1aoKmpyT7+8Y+f9uIvtB/0055o8EFggcACF6wFSLDAqIDt5w/AgzXRcel/Djr2E+XblH2jiddRHHYBqgM3Fal6waq25LUeIQWInrqdx2yEAUDAznoZBazpIp3lVb6lYJgweF+y3b2HwQjgB9gKwxL2FgDIUkZlaMpurturicOQawwE8EFpFB1IAUseH98qu9/G0gAAQABJREFUIMQr51rK/pazDgxQ2J3xSM51cgeYBaQkUCfQBximc7RjeuoaYbwy6SGgzyvQh/mG+D7NDuDCva1htzc5kl09vVDAZbFriznHEIU50qeGSXsTncs57bPadteuXbZ+/XqjEiEYgQWWYgEYxGjlLWRsTajE/T/63iLfMm431e2X5h3NP7K6F8Q2130AUHhkqkV+wksCb1fX4bXxIedPDilBwn3DhHVTZZ/AwSG33QmxLfEjNN9g0s3998jY5Y4xvZRzXbgOZexIgZBQQQLDH7weEXMdYBJtUrT5Sgfnz70MQ2nhwH+GmPxr6k9jJZI2sJjwBTQ5wWdiB5b1qQFcUizwdbpuWOGHU61uv7CoYIROyedUV11uNdUbFx7mgn2PRMMnPvGJAAC9YL+hC/PE0KKk/B1g6qMf/aibI33nO985ozzRBdcgtqDKFzXVyeUEOMo/AP6hbUkcxNwuLGZiY2OTDRwfd0z4ltC48xP4HHxjlU3YwOFd1nrVu1SO3Sc9y6MC6pRkDs35p9N9g9nWW72u6eN7BAhOiIkqmScdDwA0V7vF6P4uUeHZzQE/v/71r7t79Y477rAbb7zR+vv7HXmLykOaJVIuX9X1Rnv7uhusTdI5zz33nFEuz8B/kjTnOiekHU+DSFiWsP3jAkTFN9W1K7lbCOn61QzO+UstV5wjk8ivVtozk5tVgZNyfpJ95sUEdeCnXlNCj493gI6aFm2Y3mmF/t0WGRG7NFJDy03LRcR2lV3LoznL5k84Bj4VNDt7phQnlluD9OmRU3ExqBLK+YpOC1W0W9X0ESvLpJ0fRoOZFByJ/qI07UP5cYsNPGblJ/63pbs/wmkFI7DARWOBZQGgX/rSlwwmhA96ll71YstKP1/4mmzo+973voWLg/eBBS5ZCwD+032aEn/K+BE3D0ZggcAC598CgFlIajCaBURcXdOjstRJgQdJlXoq8J5hYbZrko9uHUAnwAP/EqASiAJ8ukUKWgsKIClVAsBE74l1eQ3r0dvOrCM0rPLPvAMP9okhQLmoz54kWKYM1isL037PMLZVnXDACWDBUWnv+ccAmGgXoHKlQJOHRrdrL6cCEWfY9Vl/TMkt3agBeOtlP647oRJVgGDsRynshGQFAEZpAFA0XbeCd5qkMLlBy2qdY9l6h46UiX3AhEBGB0ipkZ3EWdCVMAEQqCywFbD48uoT0krdpGVzE5ezPvmz2AANvwAAPQuDBas6jfuf/OQni1piWE2HfiK9X+6RttiIAwD524ZZeVIAIAPGZZtK0QEJjqgDu3+fw//hziZBMDBz/zGJRpuTpA3d5ynDpKnbuQwvOZPXvewzV+f2AhPVNTrSOS0cTLC5p2G0j+Tml5RyrtzX+CzkP/AHflM4dFDDepAo8XxvUTqn5fa8GsHhZvEt+Eb87qh8DZ3vuzv+m9WUgBYLz+VCfE/ibWF104V4nsE5XRgW4Lfx0KFD7mRg48Eof+9732voUSLV8mrD1xR9tXWW8lk+n7eRkRHHQF0OCSUqXcpwul/VHUpuTGVd/APLkwaTjA7FDBXTo+63nQQP8jfc7wwAUKQ4TJqebtAEaVoMR5Wv2xIA0ELVepvqeq/Fe6sslOoV+KkYTQ2PskqgZNveYjnpf/qDPhNI+8HUZpD83LFjh917770umUUjMzRC0T1lYBNwER5oiCMJuFHl7xVK1PRn6hyE2GBJF/PgO6NllMSLFSrPRlOjgkro8ed5JYFMCXE+Q/f0CnWc95LJyCSpQZziUKmYulgUq7jwUwERzxEtiIghbwVVAuWnxBStlP+dk0Cg2RG/D8RfL06uk370Ghc/Ei82q6ET30PbmnonbxJSk6Vp2bRM+3Jpa/llEtmZrKRIwvrdEYAcP/4z2fMu6aquThUOdg1GYIGVtsCyANBt27bZP//zP9vTTz89e16Ieh89etTe9a53nbEsmR9/sljd3d324Q9/OGg0MGvF4MXrwQJ0n/Y7OdIBFNZ0MAILBBY4/xa47LLLHABaLz27N4qF1akyo6yCUZhIRJTo3Lnsu0A8AnE3yILPRJ5+AKoZvfsIhiJln0fE0NqihkCJfMhpiZZeGYBfRYwmIykFvyGndel/Ttl9RiAqAfKZBpMDAA46pPaUgCJsh34pwCpgLscBeFztwbXQkd2XD+iuHHRABoDGsCvlbbWnxzcp4B5zXa1vEnO1USAN4IcKWV2wjx2BdGCETM9MdjyQhwYosMVgygKcVDlmLmVlG1VCDPv0pUTXal+i2z9xDkkstMGCEVhgKRYAwDjTcICnAL3FBvq+JAvQxPXBT9bzAUqaruGLYFXjvxjDAheZgNOV+FwHQCygA8fOSp+4dJC08TR5T51OHFNXeu7LLiU0YHb6MhWw0mn+gcYfyQysQqfnCjTsNOEnWcJkG948LNFb6/dIC1WTeIGddFWGBco5Ud5/WPqg6Zor7E1dc6BF6fkFrwMLXCoWAFx74xvf6IBPrgngjcFcHIY5pfGnGzBAAfNOnjzpGhPF4/HTrXra5RCbYEIODw87vc+77rrrtOue6YOQNDhpqmPVa61/fFS/415ZOPAfzO6WTMoqhQ/UVMWsb4LqkLBARBogyfPJDjwiMUmFTIxYA8xPNEXDpyZoTnce+dqt6mi+QbqgPVaWFQs0Wq2mPuudLmnpNgCcJ06cmF2EnvOPf/zjeUz+ffv2zQKgsyvqBQlSAOOK3T+THys6JiZp29JfAZK6AJYM/LgDQ0kMeVfqEr9oQxPDEfd48kukfzVmtit96S/np4YoCrC0ShVHqVDcJaNYl8Qxx2VfJJv2p9bq4VUY8NuxpX7SPrjxBsvklKSXtEBEEgNCQHUNaJCSmJcEwXTGfQdcS3TsRYudfMAynf+N3QcjsMBFYYFTI5azPO1Pf/rTxsMflMUzMfj85z/vNLL85cFzYIHAAvMtQMaQBACZXMooghFYILDAa2MBmqgxYFLSsROmJuAhA2ARELFKwSlBI5lzJufeINwEivDfe0vzMEAFQNAohO0pb2KdUtAiI2bUdJHGSJQueaWgbE2zJAJhWF90TfaXUY4P0wrGFCVRMKIAC9BkAjCg5LV0/25D/QOIS8dRyu431fS5TD9nTYfm59U4JavzWOnBeT+qktstYp01i0GLvlVS4OQxaVihpcpU50SmyT2eERh6W8NLrnN8R2xY16NPNbkBzGHSANuA0njsRDktjDDAZZojAH7AMiOQ7yoftvXlA7ZfpcK+PuhKX1fp/iiLgwkTMPdLrRK8Xk0LAGpyPyBvUTq4TzxggEZino7e3OfuEwcqLPRBc+u8+is6GQNAtoodNDUFGOpNHfA7TerOzOf9eiwc3Ju7pD/KxBlJEdbF98DYpknI/ukOu77moCvTn5C234SkPyi1r456ZaBsD0iK39skXwKznsZQ+ED8GvqfLXUxu+V3PxkkIhYaP3h/SVrg9ttvt5aWFges+RUIgIGAkV/96lfnycqVGgCyUpgbMa8YQmDYXe99nwNOS9c502sa0wJ+MijDX9aAra3H2vZW6xsVQJciEYx3ANcT4zsvwFOg5mUdMavhekfEZsyedPFRTU2tpTOVNp7IWfLAw1a59Q3q2n6lNvS2X+p5FWUHgNBXGxC1Sgc2f+yxx0oXzQND532gN5THD++KO7+sQnT9F3XxoL4IF7+RUCeu5Ko9pqteKqZzjFd8uQI8QNGwYjjn57UqibTFLpXd+BbwP5+maZK2hXEPG59YiZQtECoxaEq+uHR0rOu2m9TEOq/5aV6N5mDVRsb3SV5gSoxUSQ+UZVwcxp9SUefmvkaxQKv3/d+WW3O9tFM9JmzpPoPXgQUuRAssGwBdeFF333230bxm69ZXdyoLtwveBxZ4vVkAMe3Pfe5zTlibrGIwAgsEFnhtLJBIJFzZD+WigAtj6uLpDxqBwD6g67AHfM6BnQ5QcAGpYkMiT30EQMHEHRCwStqcgH8wp2CQThbmGJgE+wS+2WLUuiqG1dwn6gJi1qeLKExGjtsp3btrag67sk8YEHRD9jor0+RI/CmxwWB3eawpSqnmMxLJ1gMc3NXylGMRzOqR6njX1h6ynw1erxKoZv9yV+yZ8tunJza7oB6g9nSgJPDv/aPX2IOjV9nnOn9qGwSAoPcX1TYE/H5IDwjKMkrfAD+BfLA/w9PPijmQt1ZgCcyw8zFGR0cDAPR8GPoSOQZlkZRELoUJutglu8ZIYkF62r5JV+LOegCBMHe481Oa1MK29Ae+AsYPDEvumXMZgyrPR4cU39ilhiWpvEAB7apCZZiO6T7V6jrUL7bvYwI60TTurux3ch/csWPyWweVvICRzuSe7u40S0Legsk6vhE90d2TXc5v8Bl3fKXu7YmMmoGkabBGA6ZRi+QPWExaftZy3WKHD5YFFrikLADYuVi3dRJxt956qz300EPueru6umxoaMgBi/iArRU97n6JqRkjINyhXx2yF56+wSprmu2uraNWk3hR/kMgY/UmS2+62wqxU1nosEzX1olRmOu1bZu6LDb0tDQzt4p9efbzl0Jlp7qwN1pUXdyvvfYalZgPOTkwtDUbpUc5WWixmjU3StvzmLUn1GF97XrLj0nrMj8mn5GSX6BTeUj+p86qY5st3nLTqnzPpQlOqj1owEtJfOmgOdLpBtIDoY5bLDn4A2uKJ20wUyvQMeb8NUx2/B+sSvwpDSEzahCJhjoxUwS5Jf2H/ybucaCmHKgPbi48pjafP2bWJU4iPqT7fLWAUKpn+LXwK2j8ja677jpXveu/tzJVIXW9z+LS+IxMTliFwE+fwVrgpHQiZdoXsW8opSZ++/9fm7z6f8xuHrwILHAhW2DFAVBEmYMRWCCwwNIsQHZxYYZxaVsGawUWCCywUhagQ/Pe3c8oyPQa8pTuF90lMvNMygkwYR8BxDnwU+/9oBPmFQ+aHNEsBAgCFicdi+mG3KCOxjkFtlNq8kNzD5r8AGAeTrc5wJRlABcAhy8nO1US1qCy9aRdK/ATTUxYqZP5uNWUp5y2Jo1DOIfxsirHMgUAWScWJBqbdIXmM6ezp/PorBhyZVAwKGnoxOC6aCrybnWg/v963yrgpNwtX+l/AGSx2ZkG6+U1MYNS4EGbgptn9LDmAzdqgCSQJCHmAuDx3PAYth4kOrd0NV9RGrd58+bVPESw70vIAoAXFRUVZ2xY8mqXvCexzmqVTKFZEpNZkgHITcCqTjs2tyakzl+FPBkKsTaHpQt6LN3kGNJsB8OcSTbMzcOS6fB1917tuDulv4nERHdFv0s0sG5/Ju5Y2PtUQvlqY1Rg5ujE/AZJ/vr3DV9nr4gVfmX1MbFEJzzNZQECe+UD8bKAN9UCPrmvYX1Scs+Em1L4Qiak5M+oTb5yv9UGAKhv0uD5dWqBW265xWgeS9k1jEoSdPiGm+r32drYkOKJtEuqAro1R1XpMtVnm0MnreallJVHdIfp9zZapgaGR39oext+1/790XE3P0FndF3nWqsf+Y3991vEMk+YxaNHrdjzXYtVtttU29ss33jNWVk9X7vZCnVbXeOh8smXraO+zcrSGYvIPzEmQh3W0P27Fh3dacXBJ9S5fcgizVdaMZewrGKE9HSD7d9z0tJVm637yk8oblhxOMOdB7EhbNeenh674447xIAXE3LBQM7s1eRwold90o79/FFbX9YvFv3YzHeA5I8U0OWHx9CKV/IHNiV+GXCSWBSNZCp78OeUqnvRpuKcmSDndECof3ouXtWbkBxmhfymUlHu2PxO7Ffzzd2qACIxDbB77bXX2tvF/Fw4ClXrbKr7o1a598sWlmwBUZbTZNfZE+9yLqGoqnAkQxAd3a3GSAk1Xlrc1y/cd/A+sMBraYHV8RjneEUerdufTp7jToLNAgsEFggsEFggsMBZWOAd73iH2AfjlhKTCHCTTDllnjBC6aIMgxM2YlZdOsOKOot67UA5SpF0HOJRXvGgJB1NS8BLtDkJZgE22UdH+ahAO7oeh21CjKyD6Q77r36xHHRMwEqfPeqfOtp9gKdk6il798T0swI0qhz7iiOiqwcwsE4l8pwv7DDOxrEudRwA2ZgE8cnc08neH4AZAA50n76h9hV7aEwlZK/x6JX24YbyPgd6EKSHNCMg8AfsZdLm2xjrA4CgA8iA3UBzqv5sXPZYug7Yci/X7/K63P0E279+LIBeHx2Cz3XALH9yfItdWXNUSZRJ3RcFMabLHUMTdnddOGkbKgbd7vEnQ5KL6BHbkuYW65VIQc+YTr981hkfdKww9udrhp7uvABYASVfSbU7PWHW416Dpb7ccSjdbjxoQPfWxhel9Zdx4Cf7BQDlGvFxnDeTfvweAx/hmFHpkw68cQiC+yT4J7DA69MC+Jcf/ehHRpM+xo6aY66KhHsIjXASjdw/rQIab6wTe1qMUN4XdX8RI9BJPZw8bJsm/petmX6HHZtotXvuucduXJuwOzYklfwYsUJFhxXCcddBPTrygkowMpYWC7RQ3e2OiVboGYkdgJjr7tL6iqnG9zog1En/KJ4ZEOM82n2HdUXKLdt8k+UarnFMUEPrU6xRjo9Mzptudodb1X9IWgEA+wPZm4XjTNhFY0un/T8Tb7Nbck8ohiO+8RJWxDDI+MCSRyt+U/lJJbSiLslTI3SG7u0kfPB7eDy+Jx8h8TygdyaAkPjFhYN1+CwfqrFijRo/ZaN2dDhn+8frneYnifr6+nrXf6K9vX3h5rPv+Z5iAqFDvb9050H3+iJJbR0TMDQ1Rbypc5wYklMeMKsJANBZ4wUvLlgLrCoASsYEUeZsVl3E1CzAHzgLMlRoaKF/COX9pz/9qSud/6u/+it/teA5sEBggcACgQUCC6y6BQjWP/KRj9qeXwzZcO/PXYMeOhMDEPqd2elBmhGYiF5nSL9hlBHBawTcBEwgeKdEfkpNQiiBp4M8oKabXCgIdcGo1idgpHPxo6Nb7amJrW5C4ul6nvpzTOMiNETp7AwQ4IMBTdo3oB/NRNjznuQ6xwiLKrAmEOZ8XFmVjg4DBKbYiEDUhYOyWDp/wko4H8PZYjaEP/WI949cbdurjgiUTXjaqQJwsRv6n8T3XBfarLzOqIyMawNYZv1BBfOHxKZdCUDm1DNbfAnSCcEILHA2FlguAMqxKEl/cORKd+/iE9B2I0HC68s0wW4R2EkjEVjSaG1Wiu19TWWP/IXibSVBSBzgP9D0XB/qd8mEnZMbl3QZ3F9MnFdjAAjgP9cokeP7Cp9txAQbb0DyCMkLb0gfLxyyNc1tloE+FYzAAoEFZjvFk8hFJgJ2YU+qWXcPv5xEDJKTUeQBEEcCIS+dyKK6qM+CaJqux9Wd/FOd99v/dfj9+k2NWEN6j430DJpaRKpS47ib0zOXryxLKta53yJpJWWv/7x9+9vftiNHjlhnZ6diqo/YqzVbKoopmNrwEYsIcKUbu7Ukbefhx6w3XWO/e8WbZr/JYkSJFrFFL4QxOanGTQtGQ0ODbOfZdsFH7i0My+ve9Bb7yf0FF7Oghwzzsl/l+wDADOdT9ZbvKyX/Fgfs1fdUrg7w3p69ihje8F5f2+woPTSAp/+eZ2LL0Xohxbd9WV981trUWTI8PCbwu87hLzTSCod9fzq7y3kvaDCV6nyPRYefVuA15v0dad8kpvnbmNTvDDHpwHjSnnvyRXvznUv7LZl3kOBNYIHzbIFTZ1wrcAJPPPGE/cVf/MWsFslSd3nDDTcsddVgvcACgQUCCwQWCCywYhYgSL3ynZ+zkw+mbezQQ7ZOLCrAQcJNAAZXhqRJOEwKx0gUMxEBeToTA5ISj6KJR6fO8qK6ZGo9tmEwN/c7KRPuUjrEQvblsukzIa5bueQfb8Lild4zUYFZiq4ogS0AAYOS1noBoQATCOe/pBJZSsMBZgmGd0jnk9J3ziujEjc0RiktBUwEXNCuZs/T7XDmH1ijnSqp97vUj6iDO9qkMEjOZnCe62VL18RJWn4cd1CB/wF1HQWALR0Ax/f232IfanvMlfmiB8j2XBvMiOfGN9pYoVp6gSlXztco4JPPYI72SIfQ72Raus/VfE1DiCWxXVbzJIJ9X1QW2LBhg3V0dNhy2cP4BkrLSwdNLV5Kdukxt5T7587G5zVBnbSj6sruNzBiAt471aB7c8jWxoeVROmUj1qZhmj4jEYxTfE7sETR5PV82dx5LfYqLVa6JxuScEAAjdpgeaKV3BCdUqmoGp8UKrUvb+D3kjlJkhQbbHUEPBY7y2DZYhaA0IIkCDqRsdjK/B0tdpxg2ZktgI/Zs2eP65rO73im4Glml27ZIGkeErb8T2zBAAglslCEosoLEflCaXtb424lare4JEpCEjzJHA0hpW2ue5vf3nEtqxNYevD5B+xI71oHfrIvGibBQr3++ut5e/qhYCZfvVHdHzcqNtFoUiWOSs7vvfde+/3f/33XKPb0G5/9J3R1f+CBB6y7u9s+8IEPLApccu7ofPLbzvmjreoPND0XjjvvvHPholPeQwRjEEsuprneJ8mjfalOtw6xErEkAz+NrQsK5tTOSMC1GuDpK+Ib45taOIgN54a8v+LMWOvVllV8a/KSERl5w4Z6A/iEfFZKTpvb7tRX2c53Wu6IJA+Gn9GHRUtmvSQ72vX1qjpAE3RUvv7hp3bbhm07HAB+6l6CJYEFLhwLrDgAiubI+9//fsf8PJvLJCAkMx6MwAKBBQILBBYILPCaWEA6Uq23fcF+fnDC4tmnHPgHkEijIVhHMKmqwyr1UZTJckpP6Y5M1n5K68BUpFxJReliUHigqF+6TWDqxO3FIAWMeHP9S67ce0wAKsHvAeng8TkBrz8ofadjMmxSQAVv4gGAyhSFUeYmL55GXshOCgjknErBBkpmYX6xPYArpfwAo+pB6lhilJYOap3SAfN1R+1BnaeE78USYX+ws9AlfXr8MoES8dLVX+V10a6rOeTKvugAzYQLQAZ7tcbG7ElNrBayyQ6k19q/HH+73SVt0jbp+2G3QTFgfzF8jUrFvA6jAKBry0ccm8JpGYrVtnA/r3JSK/YRDBhAUCb9wQgssFQLvOENb3BlqktdfznrwZKGRe51kJ/zLeyTZAYNOTyW+NSyAVCSPldXH3FyHNXyldzrAJgDuj9hmOKbzjR2q/kbfq5DoCyaxvgrHpNqpBQOqWOyWEd8DrueJiLHBeqmyjabIJRgvEYWwA/++7//uwNA6VD+qU99yukKvkan87o/LJI+fCcTwycsEjsg0AxZnPmDZKkHoymK0I/sHPjJevrR1fYR3W/rJcOzc6KbJc6PEEcgteHrDMPYBqDjXt/78h6xCRUrCQxnn+iRnu0ARGeAJQBEnqmhctl0xl1GUSX5rzrUzRyQ7te//rU7v/379zucYl7pt665mJ2wH3zvOzaR1H41Hn74Ydu+fbsDDHnfqu7ogKLPPvuse/3Wt77VNUbis8VGmfYHaLg194iFG/Y6DfYeNZRbLF5B+31YlUcw/Gl8SQIefVDiTk+6RNegZBAayNj71YYuxX2NMVU3hU7+3BL1kjlpv+PVNjnjZ8ktf2ihl3Q9iR5V8dKYLq/YlESXKt/1dwDb9K0Nu+z5+++xxg/+sVVWenJEZRnFcbL/tJikdqbv6YxnEawQWGBlLDA/GlqBff7d3/3dLPj5tre9ze666y4n+v6Hf/iHjgr/1a9+1dGuoch/97vftYMHD9rGjRtt7969Z9YMWYHzC3YRWCCwQGCBwAKBBU5ngVA4atuuUUfRF59yDElK3isU8OfEnqTbclJZdMquMyrFBFyEBUGsGZ1hhAKM1qjZAB2TmTR4gaqCVq2Fth0gJAP2Irp6bcVxu6L6qANEe9XAaCRf6xqT0HX5UKrVNSqCEeDAAG1BYOvt1wNBYZDGNZmB18k5lYKfHKdPXUc3Vfa50n1ACaf1p/UrnfaXGjXlG+y5ictY1Q3O8Q3SBO0qH3BsBRo1RXX9gKiADrBXHx27/JTj+NuXPtO8iaYpawR+nlTDFViw2INr79RnsDop5S1llRLo3yDWKnakIZQH2JZJy+yw7FdwLM9JscD2Js+f1mfpNS187TM7Fi4P3gcWOJ0FYN+cr+F46LqXYH4vNgAvgC/mysoXW2tpy67TPbq5stebuIsNxD1MsgepDkruHxm7Yl6CZ7G95uRjnxnfJP9Q7xjoaOZF1Y2YAfO+SuW8Ma2DL6Gcf8/UZru1tmuxXQXLzpMFJiYmHPjJ4QYGBmxsbGwWMDpPpxAcpsQCAE8QkRgVh5vsyG++4oAqZH38kdO9RKzA77EDy/TKH+431/kEcQYVJ7CehCekL67yZ/3+E0PgL4hlmmJTbhlRSceaGnv322+23oFR69h8g9U3nL2foxnP448/brW1ta/KIoxM7LNY/6MWGXvRynIqS5cGabbpBkt3vtv6R5IOQD1wYL9tb0rYxCsPKHGdts1bLrc7143YE8fLFcfVWU3NjJRHMW+xgcctOrbbThx6yW6r6LXhSK1ijA4nVwQTtHT81m/9lgF8vlp5P+uH1eG+4uj3beTQExYdOiJ5Hy8hROyzO7Fecd6piVOSRTyotrm6+rDTdKfSiGQPmHVewPJYpsJ9LzTYDLuvjQhUQ0/u1dxXadMhJY5SfVZx4qeWb9ohEHJOB97baOn/5ppvtMT2L1jlK9/UgfZZON2vjQWFhyusXxIIJM6JVZOFHpv69SE7lq+zUCFlG5rLrbG+1orRGsvVX2nZttusGDoDYL300wrWDCxwThZYcQCUrAiDDNQvfvGL2ZP6+7//ewd2btmyxd74xje65X/+539u73znO+3JJ5+0L33pS65sfnaD4EVggcACgQUCCwQWOM8WIJjeGpXelSbtdOgE7ETjiOZIZOKJLWE/hIEUNBlgAoHeHqwIGJgAhgCOsEGBKAEXpjRhp/SJyUQ0rGXCImhCBLMUHa5GNTNh0lGrIH0kP+6Yl4AGu9Sl8xkHThYdsOCbgnPQoZ0WaSyk1zPpfu+Y/lrec4vAR0rgIgqcORcfgIVJQHlUn865tBS9W4yPZjVSAuwF9IQBwuTH6xStyU8hbK/E2h1rdf6RTn0HaAsA0pepc4AFazCZoiQWvUKum2PBLGUAxlwn8JMgGtscSa9x5wxwSwMpBlqmQ2JIXCijunpuUnmhnNNqngcAB40TgjLXc7cyjGEmz5mMxzI69z2deUsY0pTK05CtRv6l9F6H+YnPmBRYSTO15QzkOTrjQ85nePetHJPGuPbdLo1hjr9BvgTpi8UGzLKtlSecP8DfwJzHF1XonMtdMgkpDGktK0FzREzwI1PNAgma5HMr7Fvf+pZ9+MMftssum0vkLHaMYNnqWKBOeoL8TdPzgRJhwKtgXBgWyLS+xXI1D1r15F7J52RcTBNXeTX6wPzGOzYnCVTFEIBnxCE8YFrrLnQJ3hHdw2EleEmiFBQzZGbYflTM40Ngk66vGLbNHT3WMjqkpK3YgAM9ls1dbdNVnQ50A/xayrj99ttdPxB+X3xdzVBuwiJqthSeEuCmZEhZdszCY3stNvKcuo5L70PsQkZkZJcN7f6R/XBfl2KEGlWfHLZ8/0nrUgwkjNPyJ0bsrevX2eZmvd70Hhc33f/rX9qW4tO2tW7MolN9Ni3WbGd5VhUqoy4Om2h/t2N6Ljz3M4GfNGyKH/+J5XufUKl5nxpXrnGxD8nxta7TvYBMxYoLZUz849AcCeDzssqTSiglHNO9UnqgDL43YqXLq445KSB8JXGoP1x8yBt9pyHFs8VIhUUmDlhk/GXXVMpf71yes803C2i+0ar2/qMA6IdtSvVOT78y7hL0xMpxJakrw9Jwzj1rdVNeanu4p9pi7eusvlId7aX1Gs4MWmr9h/TH5jWxPJfzCLYJLLBcC6w4AHrgwAF3Tn/yJ38y79xuuukmB4CiveEDoATRv/rVr4yMz1//9V87weTu7u552wVvAgsEFggsEFggsMD5skB07CUrzw/YyWiTjadT6kw8IcZi0k3I1b/dTQ7Q2JzSg8Cf4BNQgfCzRpN4nrNiYlKmHlZtUE7go8d8BOCDbcFEw+vE2hSbUFfVrNgUHvjHZIKyonYFyICriOQDDj6vErQ7m17Q8Wi6RHiroW14r11qeN3n0fkkwJ6cATMAGekKn9deX050KlimdDSttQXAMgESk4Ou9IAXsA4Y9brWGmk6UXYP8AizFXzVP/a26uMOxKBs/0yDUlUkAQB/Fw5K+zk/WKX+YNIBiwBWLexaf6ANKuxYE5KEwNGhCwoAfT0BgQ899JA9+uijDuD47Gc/e0YGjP/9Bc/zLYDe8Pr1640yzPMx9qXWOtb1WiUkKvJZB4KgW4yvIAGyT6BkKQv7XM6J+5b9wTKbv68y14ke2QvWOWCnAqD4nxvr9jvQoVzgzLSQlS5pk6JfiC8YzFQ7nwnjqSmGXzrmfBMJFo73osrmF+vOfC7XEWxzbhaAcfjSSy8ZJJdIZMWnlud2UsFWNl3ZYZ3v+Cub3PUfVhg7JBBx0oZGEzaSrXKl7R9qe8JpmAOoMUhQAn4S4xDHDOTqFeN48UJyusLFH0hqwB+F4Y3Gb53uy/rIhI32PmcJ26wGPhNWVXzYAYCFmm51bV9rhbotNtX+Nktkw44hTCk5fyfEQz7Q6X9dFdpLWVLAXbRav/vjVn7sx+oCf9SKU6PCOqcsXhjRdQw5YG86UmXTAlcpsS5L91ltsl/VNAnHsIQ9TvVJ71S9u56y1vVWH49Ylw1K33On/fsveixz7DHrUsXLaFPE4u3XWY8aMzNI/uIvr+9OqqGkgo/QqTGMf76LPUcnXrFw4qgNqTEQmuf+wF4MfB7a6KOTp0+gYl/AThpa5sqidjzZ7BI/+ESSSSSXSb7XKM5yYeDMQXhNvObiNjW3soJivvSgxft/s2wAlEMoqlXcmdP3U2XjZevltx9ymu3AsIPZGmuIZdR4CxumXCyKDMpzPRlbv67DNobGLDK622I1l1l2jUeGmznt4CmwwHm1wIr+SkET9/U7Nm/ePO9CfB2PXbt2zVsOe+Jd73qXffnLX7bvf//79oUvfGHe58GbwAKBBS48C4QUlESUfQ0r4IADl69otXwj5RVzP/QX3lkHZxRY4MwWCGWkO5dTF/LGLjt2+KQXXBbVMECBJhN7eJSAk2jnASLCQuqKD1goXnRlVgCOTCa8iQSMCjUgEtigDbVc+qGKTiMCFWvUOMAfnn5SmWObMslHb3ONwFGYAgCgW6pOKpqdyfFr+1mAQa/ZP1wrguWeVIsLOgmMOUcAV5iUYR2UzvME3zA5+YxBKToA7nzmaFFARULMq4zbnsYHBLYcvUplWGiC7qg7ZE9PbnH7eLV/KGfFDtiD8ysdBO4E8qWapwTygMAJ6f0tHCwDjAZkOR+D82hSt9ZsMTZvArPw2LD4Xi8sUD/BTcnrsWPHAsbdwj+Gs3gPW/F8AaBMwJ+d2KRETMSVp3O/c+8hs7EvuVbNkVrO4swXXxU/AjOe+6amPO18Hn4jLR9J8yJYZT7IUroH/MrV1T3ydUNO7xipjFb5ULWldr4tp/svEgZs8RhqWl3+Kus08fAvjZUJAzTtaPZ8Wum+g9fnzwJ0wn7zm998/g4YHGnJFihWd1n1TX9uIcXrobwaBw5O2GO/ecFOnuxTktbsPdLbhlnN4Hca3wDbeliVFr8ZvdzFCHyGFjdxTzUAqO531oP1V6v4iLjmeLrOBntOusaMVi6N3miZJceGLR/vsYr6HnvhwZ/Yfb1dAvWirvwcnABMgL+dP/iDP7DcaI8ld91j9VN7rKlCaVvVd4fyKQVOMUvG19nOAxNWFxoRK1JgnpKnuakp688QjyUtpE7m8VDYKuRnaN4o1+NAxuFCozW2rrWhoSHrkfTe8RMRu2GTGlcmj1s8NWFNirHQseybko3GElymG8jvdLXWWXluwIqJI5avnY9p+Oud7jmUGRILcsJOjiF5ND/2IZYhmQsj/3QD6aCr5BeJefBvjLXxmLPt3umrjTQTmpuA1PoauNy5oe9iJsTTs9i9Bckx5ScFPL7ogGSLn921zO145lVesWtBoLD0PMv5O1DcRqyJTjNnMj2tiqFsRstrLCrwuE6a7UNqotlz9IQV17bYZXXHbPrgD6w4oUqp6kY1wdokoL79lMMECwILrKYFVhQAjUpsF9FjHM3CDODpAFAu7i1veYsDQHfv3r2a1xrs+xKyAJNOWBT8zQXj/FogPHnIKo79yEIKCkK5MXfwSLTeCipRmep6rxWqu8/vCQVHCyywkhYICbRTmVXLmkYbGBxUACcWkoK6SWW2ayIZBfywkkICCaVtpwB2vcq1mdxTUkbZEp83i3WgEFQPD7SMCeyDLep1W2U5YChrUHomDc+wAAkFspTKw/AkuAcghGnBaBDrKadjlgEyEEsLHIBhStDrsUrNktPldt/Ida5UHnYBDA2YqQCyGxRMb6444VgBBM00I0Fsn07NMFkbFWRTus/yZM5jZsImJaAFxGAAZOZ1bjG9rQsnXFnW2IIu1G7Fkn/o4tyZG3JBfJ9jQXj7gtlVq67OlMoOya7+QK+QCdhiQAkTLs5lIZDqb7tSz+WhKXt70y7rLu933wPHHNd1PjG2xV5Mrp93GOIcKlleL2PHjh123333uS7mXV2B7uJyvneYcj//+c8dA2o5+1nqtieUqOF+pPlYhRIZsNJ5vxg7e6n7LF1vUr4Df0VSheGSQPJRWd0jNFMjqcNj4cBX8TnDbwwC8xy/hgQJfhB/ocpb3Y95ATBRHUdNWPR5n1jrlM5vaylK0e+ApeyGhbsP3gcWCCyABUQJBGSC59mq4opPbrre9eNIJBKWyT5n0SPfcQBpNi3NTDUAArB6YOQqO5Fp1j2I5jnN0iRXIzkbwEF/bJZsBSAosjbogrZERxywNzalBHE2L4Aub0dGClY7tN/qFONsqYw6xvbk5KQ999xzbjeDirP+85v/YNeFH7Nt5T0uiZJPSVooSlKlIL6hkihFMdclf1Mfh6HqiQtNKw6KyjdkdNzqMtTZVXauJpWxslEBu8QSZpNTYUtKtsXvdp7P61yTBVtblbLrrtD1PfuMK+2vqm9xTZf864KVWte8zsoKkj0SkHm2gxgylc4oVAO8nD9PxXcR9xHvLDZqxT69suqIS4BTyn9CLH0iJ3xdV8WIXbddfrT8RiseGrTy9IjbBXGKp+qqt16YpZhtbhSluxRKHnMs0ELjHAAKXkNlB42oqdRdyoD5aVEltWSbsGJgpdQVn6LTzIE9SaiCvqRwuZJX02kna4J2M99mcfyo5QVcT2VftqG9T1pX92arrO+y3JobLCOGsHP0SzmJYJ3AAsu0wIoCoJwLndwfeeQRO3z4sHV3d8+e3uWXX+5e0+yIpgGlZWN+pzDKJ4IRWOBMFoBlfM899zjw85Of/OTragJ6Jtus9udlyh5XSNcmMvqC2J4Nlq3Z5kAVtHmiWlamoCO56VOudGW1zyXYf2CB1bBAvnKdReONFk2ftE3ttZbry7sO75WRnJvgE1QStsLmrI2RwVcwqyU1mpg3CVA8KcbmfnV031513E3ej6uxEQAnHT3RcopoY8BLAEXCRR4EkGXquAqISrk32piCWl35kz52zwAVAK+V2hcsVDq0wrogkCb4fTm5zoGYlL/TJZ0SqFExPgE8YKDWxVLSHY25c6/VeVBCxXkk1FBoe9VRlZYP2ys673FtL7hWR51hbOmYDErZi3otLqv7FKDjTADoQQHCHWJYrBNIzP65PoARmJ79Ynq9otLb0o7yQ2KYAJJ0qFwW8LYU7ARw5tpKS+Pdia3gP0zkPtyqkjg1gKrS950thBzQAlBc16QJloAXT5PVOyjNbMJinrxeBgAokkUkH4OxPAsQ99KBuLe3d3k7OoutYVsfz6w5iy2Wvioeg/sHEBSGEyAJ6Z9aMbbxk9mMjq2O7aWjVn6KhmsblaDBLwC0TMgf4WN54GlIEgGCumSRe8+R5ka4Zq01rxGbPHFMYEVabKjlaZnO7Tl4FVjg0rZAVVWV8cjbu2ys/XaLjT5vZZkR/e7W2MNPnrTDvQdlgKKr0jiuBArxC1rcaHrn5UtI1Nbp/savcL+XKzZhGXEKJfQRIiOStgL8+tWMcYOYm22SuXlRRegLR0d2t11Wf8wlkEnOECvUTE9ZvYtl0oqvToip2eFiAuIdojD2G5M2TkNcmIJ8Bz4EjxEWCNpaJp1JxRKRsiYll+eOxm9XQ618jErKuzZuszVlt1j18KOWqa2xI0eIbhSP6Tcd0la0TJU0IckbRc6+4WKhqksJZcVykhLCHxIj+oMKnYTkBEYLi1fMESvBSh0V4OvLGeEPsXFHS6NVTY9YPqK4srbKIrK9SVbAAbwyCzaRCZyF3PH0GqbutJj08dy4RdXsqbDtk/6p2A9/+ENplPbbvn373DUvqUFfmYSa6i4XCeaoValiKifd36KqprA9/p/vn+/C9FmFsN+YXscFYBMpUSXAt1elKqheSS2c6BuxLSGV6OO7Zedsyy2z5xa8CCywmhZYNQD0X/7lX+yOO+6YPXecCWwJsi+/+c1v7M4775z97Cc/+Yl7PduRbfaT4EVggVMtcPz4cfd3xN8SZXivJwbOqdY4v0uiKqEIocUTrbPjE1Hp+j7t7mvu3Q2SBKzVJCSqroxZdQsMRmCBi9EC+bptCu62it08bvXWY5MKpkPiINBAgOASJiZlngCgBHMgjWTXKQ2vEEBG6XhMQTeMCJhNrfEJx1pC6xJWE6yEkvDUvSwTkgkcCjuTAfsykZf+1owuZ4+YkldW9Uhrq+CYGYAKEa3jAl3tMyFgcFRlpn/Q8YAYGKOzJVM+jAB7Y0xgqCul0vFrxWQlQEWH8+TMMejYzmTiQKrd7Y/O99655B3QChjpNU0QW1WhLNueaXDcx8e3CuSM6bzGZiZHEVdax3F4lA7OkSCfSdLlApCZAACI1og9QPfZEwJvYNmu1ripbq9r5ALTrG+qbpahUSVWaJNYvW+q22d7pKWaEtuWAWvi9TYC8HNlvnHiFx6XyiDRgVYdjG7uHyb+DJjtyHBM6eEm5zMX7Ot+rifZoIQIn/msd5hkTKIBU2i94ryjZs2AoF75fsj5BXYFoaJYpvuxKH/oyjIDAHTGxMFTYIGlWyAi/uRM3I7a5QfXSfczlVKZ/EknbZeauNymMo9Im3O/SsxHrFLsvqlsQbGNyqAVEYwo/qhS/ENcwf3LoOEiv/2wAwEAXbWL4iQvrQEM5g3u847YsPTQMy4Ggk3ux0hSXXc658RcDQIO+9QdfUrJZuIxPAOxAYkTEr5+Ypk4KkoyRi16aCK0VzIf1dU1jpRVrniuOtdjuYoNKr3eYNWd1wucO+F03zvXtjvWJvrMNTGdcUJgcM0OK1St9091yc+FqnVW2XWTjfapqaMaRI0pruH66UZfWVFurVe/R1HlLfby9396yj7Raac5FfHPwpEpU2JJRJRivEmAofRDufBwVA0xZ3RAiS/xlS7O9LZ2zNCCAErR6CGqFI4Kc2n6hIWmBqx66qAq2bM6liqApH8KAIpPRVOZ5mYVFYv700zLra6hUWRkt62pOWLFjCqXUpOuooDkdUSMXL6jaSWRw1Ea/pFWz6sJKM3sxFaVv28QKaBnrNI6L7vKKpMHbHroaTFB3xB0iF/4pQfvV8UCKw6A3n333fa1r33N/vM//9M++MEPus7ub3jDGxxb75ZbbnFU68997nP24IMPuuw34Oe9997rLi7o4Lgq3/Elt9OrrrrKDh2SmLeydJSRBeP8WYAfTDoy5iu7rFcZQwTM0f7lxzI1lrM3bFWGb2rw/J1QcKTAAittAQWJU13vUxAphoPKt6JRBccFaUwpsCeQZ0IP08lluGeO7QXfQJhM0HOugQfBK+twj9RHc24bQn4mBwTCTPYpi9cmLmAtUzkXQT5Nh5j8D6k89eiUx9bao9Lra2qkoxWGBZF0mwAIsn+PAWp2vbqnA8ISWCal28mOG1U6D+g6lI1IS7TJMS9hFrB/HuOatKALCrAJiIp2VlrgHg2O0Npk32kFs5wi185Eg0Ew73dudwte5R/K6h8d2+YYsJS2okFK+T06YKUDu+2oOehAY4BaGB2wV+vFJDkhFm2vzn/nxEZXulu63Uq+RnerSuDwUEblfJp4MeDX5sRlQZqgQQyYrVW9tnNyo/ts3TrNEoMRWOAcLEBD0AGVZl4qg3ubstGDYpHjd/BF+EN0R0mewBJjnUHdT2jf3VB7wOl+IrMRsloHmCYFbFSIRSZZv9lkCyAKJaRAKCRlSCDBWj8xwybNSMevkBEI2lirxOycnMalYtfgOgILvFYWgKW+adMm93DnMP3bFhtW5/WxfRaeTik2iNqRV/ZYcXiPfqsnHHubex2N3gpVqDBgYSJl4RLGCoCo+CChUTqQuChXgpjf2oJ+7/mUrWEusr+o4hxGXOuxr5FikzUoKemkMUh8KMYhVuHXmn0jB5TNSR84psoNlY1vqh61tg0dAt/UPEmyXfnqjQLaVEIeU3MklV6HJ/Y7YHBLw4RNt9SpoVKviB5J6X5uMYC+c2GAcr7Fje+37riqXgQSbkAuTDEePorGUFNr322XVbTYDccH7Omnn2b12UGMCFxIfJfzzDj7WV2N2KjEfapSyjXtsPDkQSZdCiyHBIJ68ZlvP+JSgFAXq+r1tMrSp1MDFtn7VZtOH7LyyVG7fc1+m0wknfzRmsSTNjlebd/45r8Z0ghU6v7e7/2etbW1zR7ff4FN0t0ftZiA3mJMWp+SQCtOHVXVTNR9Zy42lWcHpM5JD7RMMZRf/cT1kSyr1O8BTTeHx1NWXllroeyoZBj6BTh3+YcJngMLrJoFVhwAve222+yP//iP7R/+4R/se9/7nj322GOzJT40OEJrAiF9Jg7Nzc2Oeu1fHeBpMAILnMkC/Ch/7GMfm12tUCjYCy+84DrTBiD6rFlW54V0bTyNlmlXOkOG2B+IqZe5z18/JaH+tQfPl5YFyKwT3OXqtyt4PaooXoGxAnFYj07P04XnM2GmIkygMqbpgJIRBeOwlNDeZPIP8+lIutmxAMj+M4Hnc7Ly/tAmbrjyUe2oL9toj4xdrukAe/bGDwZutM92/lIgqZo0aQOy6LArPABB2XQBm6zfq9JyRcQOMEgVco4hAfuUScShdIvKjQTt6dQzCkCZLAAw0HuejvCAlbAPdiU2OKC1WU2AYLQCkKIbSFBLmfojY1f4p7XE5zJXLn+6knmmLdfXHrRNFScdcNI71eBK7tdoAkMED+MSDU4aEq3m4Br5XgA8dWB3LpUz1w1gHRU4Q2OCfckOd04wRYIRWOBcLNDT03Mum12w2wBW4E947nM+aO5UXVM2vYXZzT1ON/hOMc7L5QdhfXPP8V+9dIGnChFXVgvQAfsb/4R/cD5PJZPs/7D8GL4PAKQ1Pm7DmcustuHqmdhk7rjBq8ACgQVW0ALqhO5YoiUVXl3bVBmz/x4b3/9rq8v0i0mZd02SKGMn0dmvRC5J2DYlM6lS6VUys3TAMOxuKCpeUuNJ/daWK/FJfMT2SfmCcjU2IjkaUtBSX1drt2y/0iJq5mRp8TtHD4m9mZR/gP3pJXW9mKjCJVxozlQmZmvzplsFvqlrufaVFfiY0/lnBYAyiuFyS2/4sBiVkrMZ3yd2pRLMmsfky1ss2/pmy+FXznEU1SRoquv9FlK387CaLpUJoJwub7Z8zSb5Km+edPPNN9vOnTvnVQPQbIrSdzrYI6Gkld0ZNNTXKgmrhE+52KtipU4rTo0IvA1p34VQjZVNHhZITMUOAeVMfKonXuXkO/HPRdFkwyN7bLj/oGK5aqus7RB5Piwt+7Q1pJ61V14adOAnB4QJ+rOf/cw+9alP8faUgdxIpv1Oy7TdIQBZ8gknfmOjLz9ptfkTTgJhinhSCeW8jglAHZan52QAtUmEE1PBdO3r67OOjUpeCSB2TP5TjhQsCCyw8hZYcQCUU/ziF7/o9Cj+9V//dS5zpOXvec977POf/7z90z/9k/sc3Ql/fPaznw06CPrGCJ7PygJPPfWUwaZgfPrTn7bW1tUrkTyrE7sEVy5Udkr7U4FCqtcBzoiXM2pra217myYpVQoaKl9/ZaGX4FcdXJIskG+4yqJrrrRsz0FNxFVSpWAN1iYAoodZesLz8BMcoKnPmKwDhBJ0xsTmTKoEiMB+Ildu1aGU9iGEkw8XDLZw+khK2z85vkVg5fysO6zTY2mVPenAdGIluw/4Scn4FdVHHXM0mecn3du5p4alSYGATgJNGJ1lAibYnlIxwEzy8gSj/oDlyHWgz/njwTfYHY27FXBPOvA0k4/aeKHaHh69XABgp7/Jijy3aHLUHhtRMJwV6xWdQF2DzERTFCZOMMfWVwypZH51fQulutgt6kq1CirhEstE3xcQDAxgzovS3TfV7bfj9e9yfm9FDBDs5HVnAQgA/u/npXDxNOvAHyEVQdd5fwBg1kVTlhEzaH3FoGOCw2+q1zIY5bCAPKYXAGrRSXtwD+LjnpIfREsQwBSwE7YQPqo6krXayn75tpB0jqttWIDotualNfDwzyt4DiwQWGD5FiiG4ja95XetqW6DRcb3CISTDFbykMXUICeiJEWlyInpyWEbUVOkE9lWy7feZO/efo0rR6cnyMsPf0fsyAOqtFFXcf3sU/kRl3BkTrJCtQIsLVRnUWIUAYaVVep9rgqzoqpznu+lyVC3EqevKDabdskSWOYAp/iPsLpMwmCMNl5m41f9sU2rK7sJwM1XKIaIzC/rhpWZFlBZlh0XC3FEQKnigHLNI9UQcyXGdOVaNaBau+iu0GCFOHb//ffPfn5MlT9dinfKQ33SIx9yYGiFyuY3t2bF/Gy3vBLzBYGozMdyYl5G85JEUmVeVoDoyFTWxXrRGY144jtiRaJCqnh4X67EuL41xXltluyTvFNVo23YdLlFJvfa+spyu6y1yl7p1/ehsSTJG1VN5Rp3qFvn1dbZ/X6Ln7zfYgMPu4Nmhw/a+ARVRxHH/K9WQp3hAFHFy4zk5JjlEikLt62T3VvcsuCfwAKrbYGVubsXnCUMvX/8x3+0v/3bv7Xnn39+9lPKY7785S/b9ddfbz/4wQ9c1gPG3sc//nH7zGc+M7te8CKwwNlYoLSh1tlsF6x79hbI1V9h0drLLDr0jNVme5yeDXtZX1W0icmQvdI3pglL1q6bn+Q9+wMFWwQWuEAsEKoR2y/UIOmHSaMRUn5aUKWCS1ekpKgSWMwxNRXMeVN4Dxwl4GSCDnuSrp7odsKEcJHozLW5RL1esy6T/5B+Iynz8tZPOXBzZlXHRkTXitL6hY2A2N6HZAEwPfCzTJMItSEQqAgA6nVR95oTRMu8MnjK0ZgwMABuq5WtP5mpdA2IToqF2nOiVQH4oAMwADd6xGRV+yW3/nL/qRS4CAgLu7NJ7FVATk/zyrsaf/90p2+Njwl4FBt0lcfhlJo2SYsMEIcyLcBPWLyOhabTmhQDGKkA9A63XaFStGAEFjhHCxD77tmz5xy3vvA2o/Sd5mU0EFtLwzP5C+5vgE58BwkcGsGdELsbZpNPUsLvAGrS9ASml0vQKMO0T7p9j47PZ5pzH26s6LM2+QPWJWFxQpqAVrHdtoXmS2pceBYKziiwwKVpAUDQTPsdYgK+VQzKlIXU/CY++LhYj0esXjJCdZEqC023W1v3Oy1eNZccefQ399st6naO3zg61ay0SEixwKTFcmmLhSNiTErawioc6SLfeJXT4gyrB8H4iJqu5idUpaKScm2DHnoqG3fa5MRQDdKurBObPDRdJcbnRse6hHl5plGMSfdbj/M9brzxRqOS8cUXX3RJVZiX/dEOy40+pASwmki21FjH2rUqNW8QI/VKy3T8lneKMEzX/45eC/BNHbd4NGIT6suZkc3D0nMnqWk7ymcAAEAASURBVO4l573VAUC90vOsbC3d0JkLRfuzf2jMOhvWWiw/ah942832g2elXa8Kv9tvv31mrSU8CZguVK+3bNttOh8l5cdecqXtzcKxT4yomahiTaqRiFGjinMzqujB969VPHVitNXat10luYGqJRwoWCWwwPItsDIzmdOcB6wwMhsLB527eQQjsMBKWABAvVxd6KqrNVEO2J8rYdLT70OTDEo6lBe06ugBa0u95CYs6VC97TqWsWcn1ljy8K+spW2trdUPdjACC1zsFigqI50vb7PBRNTqCmJwEsApuIyI3Ul46f4VKIp2J9Ad2Xa/BCmiST96WPXRtAv6nJq/bxCS32ygZ3ij7rXeAhTcJIYh3VV71Xn1+UmVbM0wG2BKARQuHLClyKjHpZ1ZPS2mp3YHcJdWwIkqHmcGsIqmJqxGjhgWiAswwWuAhRZpeLEfutjTiZ4BsNszJSbEqYd0ny/+T1HlVHR9H3IJEs55MFfnGh5RYt+uYHdr5Qldn3RVdex0Ma5nHUlgiWfB+XtlGeWvrLPa4/GJbWKpDbgyXaQA+F7oKMvXBNhyXMyMfnXA3dqYssbqlM0JgKz2mQX7v9QssKRuuxfwRdeoO3O37pVaaezhvEhUvDC5Xn4n7BiblDZy7x5TAzf8SLN8z1CuwjE6YXpzT/tlqzC4AEsnlFxAS5DS9/6cuiouGPiS/am17lH6UXnfgPO5kCyCEVggsMBrZAExAYvRaivokRIQBhhaNq1GOGJYVgkcWzjWVmdcUgQtUXTFk8ly2yAdbgeC6te3Mqr0SLzOpjrVMEgMw9jgY2JpjtnIeNrpj1IqD2hKl3eSIuOS06ipV3d0dW8P69i5qg2W6vrAwsNekO/pkcIjlJ8Ug/IBy48dskx+h6UjrVbfsdWmZNtCRbtNSze0dEyrGVLqst+3SPKwytB3K4BsssO9h2yTGPLYx9NGRU815Jik+F6STi45r7jSHzQXXlPdZRXFnFXGy+wDHzh3u1HinxcblO8/Nvws35C1licspy+KmBR/T7xM53peU+kzlmy2xrbb/dM57XNITN6ISv1NDONpgdX5ms2nMHpPu3HwQWCBEgvM/fWXLAxeBha42Cywffv2i+2UL9rznVYWMrXpbmnPHLA1a6XFo/GLR3bbE6Pj+lml3EIlagKjgxFY4FKwQLbhGos0PW+xkUcd8zJeQOMq7QBDuqajfRsSA8Gfeztc083DYYSWecxPwDstg93Eeu4Z47CyGw4Cdcs9JLQooHDUNS0CnHxCndSZIKCh2axyUMCHSTUC8bd1PVYFKKDzCbvKH5TiA99NaNvjKi2nKQBAI2WlBYG2dH5v1vpk5mmGBJtq1+QGf/NzeC7adTWHbFvlMbdfLpCO8R35EQEbow7Q3SgNQCYrZP4BQNpDozofaYyqYyiDpgmlg4YpgI9z11v66cq+hq373f6b7UMtj6nZ0QkH0gC6TKmUD/sNqLSXkrDmNY1qKOCd78qewf/P3pvHxpVdaZ4nGBuDOylKIqmNWlOZUq7OPZ2ddtrprYzMcntvl8tVrmXg7ulGoTHoP7oHg0YPMD3AAAMMMBhMAdVVhru81JTLXW2Xl8y0nelc7dwXbal9F0lx32KPmO93XzySoiiJooKLpHszI+LFW+6974Te5bnf/c53fG03iwXWrFnjkoOSRPB6K13JASUsO+qACjSCKSxu8Hy8qURlsLAYI3l2BjS5vbX+tFv4gG0O0Bl3zGqSnZSV/ESyItJ+I2kS4xcTdcYjZDiuVAiXZXzLZDJGOO2tt956pUv8cW8Bb4ElsgCJcgRjXrK1h+4Vq/O9V9xiLSfBUETm5oSAO/7u39YhqZ7VD9jkzn9lqWM/EPB12HK16+zk6KTAs5h8AvkLYwm7o+mkG0PqayPKSD+pEPlayyuB0eSWr1tBiYKul5I4/1urP/j/WrrvoFawRwXkRq1t1Qb5avfb2K7/SUDfJWyJNmvbhyRxNKjF9kYbTMdsZFwMWSWjwxVFdx5tVPwbImkIg8enCTTVAyeUMbT/zCFbv1GMWc3xrrWk13/WaZSiU0rm+Zpyv+VHR5wvN6KFLiJszirKCPCzN9dizdJpVTr6SzcrpznZ+5yiD193iXYjJbGDo/ViBXc5RiwJq3zxFrgaCywYAH311Vft5Zdfvpq2rnguYsC8fPEW8BZY4RZAJLx5pxkvldZt0hY8+DO3fcsttxgyGL54C9wIFii03GqJTU9Y3/4D1lIz4sLJJxU6vm9ig0Kzh2ydQpScJih+JN6m+ww2YILGtDkb9Ay/O/tUrgkgUJzViA3kGu1UdrUAygGFhw0IMBxSaHqb7R3f6BicsCgJqYcZCgOrQwmXKDQdhuG7vgSdkdNZq3CjIDsnGVLHCjUuNBW2aUbY7FGFrx7PrFFyEWl0yTENiqYuAiXp66TCU8P+VQ7O+bFTzM5HWg44nUxADPRHATlrVU+3QmO3iN3B7fZI5D+tOgFCYHaSyAQmAPcCADIkNhnMBb4TQosm1gkxyZaiZGSfXw7dpURImnyIpYpzTvKrsGxc2yQ/XclelEHWF2+BhVogFovZ+vXr7dixYwut4pqvgw0EU5NnlQnxfEq9GOh3Nx5TEqMBGxGj83yuXc80SdgmxPzuc8/780O7HRga1kf9gBtJJRGbUMINFoCYhDMpR1MZiQ7GnbECY0LCJVHi2Nyl7JinjCeArLBMhwqN9tI/fVtA6Ffs7rvvnvsyv9db4CazAHk2BgcHbceOHYpkCP+urxwjdO+QxnrxLksPnbb3TkteSAmUKAB1I2VlGdc4UYp22IG979qdhZPOwTl6bswxB8O7QELnpHyDWDxp63c+ZpmYwqrFlMx2fkxsySrkgxDTsEb6moT5EyK/WCU2dtTq9/9fFhvaaylpesoxcmNjdPQDi+X6XWKm8Tv+wyWbz615RCzQ47p+j21srbGesQZFA2XdwhJjJAnn8LMIgZeyucb7pBJOZVwEDpU2y9ci7get0kLzLZdsZ94HFC2Y7XrCcmseckmauL+J/h4703PeTvZn7e3T+nEV7k64P6U9oQW0vj5jYXCukjj/siXOPe/usaiIrFJci9F5+eNimEYKuo8t/0KaqD7qcC7b+X1zW2DBAOgzzzxj//E//se5a13gXurzAOgCjecv8xZYRgvceeedmtSU7dlnn3VMDPRsvvjFLy5jj3zT3gLVs0Cu62PW23bETp5+1WkYAdKR6OO2uuO2rm3QNQSwF5YgBN75sPJiSYoUHglASnDJC0BQDnOSdubkmPbmtaAgp5UsqiQvIgkIAChg3O9Gd9iu+lMKHRt3bKpVOgarkyyfaIzyIrzUVedqici5VCIhObinxGIkIRPh3fSEfsImbRUz9JeDd2hPoArVXQkDB2CgTCgk/qjAUV7qpAMm71XyAZIXcd9oku4Z22iPtO53TE/ADUANtLnqI1kxNQI9QBhbJEtBCB/dL9it3GcIutIOrNV1tYPaq/B4MT8BP5EBWAoGKPdK6VOY+3nZukn3nxBANKF+cN+NwkG7W6SfVacQLyUi8MVb4FoscPvtty8LAMrCAmMI4wLPKVrByFSwwDJWkb+41H0hb0EisFHJZ5CAKCyMAWsjw2KFjkrTbSCQzqgcPJdtFVha71jtJENi8t2oaTiLHwHwmdL41qoM8HFN0kdtuNh4gf5x2AafdzUet22ps7Za5xU15jH2dZaH3Bj59nP/1YE9JBbxxVvgZrYACyvf//73nQkeeOAB+9jHPrbizFGs32jJ5k3Wkuux27qb7L3Dva6PjAtdKQGddTvsH184aMcnei3RdcDu2dZq/f1KZjS7KFnR2s23W3771y2jxEDVKGSDTx37O0v0/06rNWkrJqVRiv6mgFX6Xe1Se/zvLDa830kGwJLHb3Q+pdzCaEYJkU7/k6U3fd6KFdLJ7PYBe9Mb/7klBSqScb51vdj3fYctmcdHUySOfDI0N88qqzx6q+uTRP+Myl8ccUArY2+h5UOWWfcJ6XBOj+uz27na79RFn3nx0yhg3b0eEeP0O9/5ztTv+fbbb7u8MITeQ6KZWSKyf6L/NYuNH7O8/K6SwOiRES2ax9ZYU229mMFHJI/wquzzhZmX+W1vgctaYMEA6GVr9Qe9BbwFbioLEPa+detW+/nPf+7um1VnX7wFbiQLbLzrE/a9fdPOtwKI7Oudv3bOJeAYSYxCEHQK3JzawRlaXQfj1Gd4nM+wlPVlUpnWjyijcbbCfsJphdEJOzIsfQLmCDWFAUpm5C92vCwgAQc3qvMUEioAER0+WgLcoF9oQXEO4fFsow/KqyBdqTaYW8leu0PAwrtjW+y2+pO2UyGra8UqhS1Ah7sUpt4swBUBe1han2l/ywEd1EWhrnsaDzvGqKtfme9TAlop3APJmziHUH0YnVaeFCMh5/oMWEtBE+qUHPO9YtYSpoVFCcs/LnuMToX7u1MX/a2oniIFQKIVdFO31vU5u7a1rbJy0xbLt9/vHPFF74hv4Ia2wObNmx0ziwXDpSqAnw83H3DMcsYH5CdYmGjXZBhd3peHb53SAJ6rT40whfTsnpsjRB0NT55vxqaZZUDg6NFMh1vwYHEjLK2JSZvQeMJzDlN8be2Y09gloVK4KBKey2en2PabUz0CP8c0kW/VmBIkPmKRCNAVlun7b71iDz76xMzL3HYkrzFFoAZJNtAp9MVb4Ea2QE9PIE/FPc4JGq6AmyfberbjcYuIYdkuSa0HtyRsYGRcvoNkhtbcZu/3Ju3gmBITyacZSkfs/LkTVsojkROwWZGj2bRhnXXXDwhgW2sTibZru6uiJI0EspUkc9Ty/v8qma+DFhEDVFkv3assMDQ6etTS2/9Y2pNbrq2tWVcnCBMvanySHMgFRe4RaS1rMuet4ch3bOSe/+2CwzO/FBukebrtm2JJnlA2+2Et4EpzuabBeo/vs5GhATEv03ZgcNLGx5WMLtnmmPQwP/FLG7p2WdeD/4MVlohFSd6Oe++9137xi1/MvAUXWTwbAK2ZOOPC+4sKzQf8JFnU8PCwu667u9u21CuDvJJjGbbjt/LFW2AeFlgwAPoXf/EX9kd/9EfzaGL+p7S0+JCy+VvLn+ktsLIsQNIzElIdPXp0Ra42ryxr+d5cbxbYtGmTkbgkBPc/t/Y1B+IFYGYA4gWsy4vvzOGcOoXP4Pxgu0L6VHhTxIbl2B9Sgg/AgrDAlCR8FMfusdY9DhiE6Qkr8v3xbrnFdQ7YpE6AUgpAQljYQ5s4uLAKSKCUERDZqM9YrKArlGBI7wAWW2p7FXraatvq0OgccdmaQ4ABIBDGZqR8SuzMITEHBI4KbCDxCffQEMtIm3RMbKwAyFF0r2oOAGEFubqeJcTSILStvpxxofskLCA5CgX9T5JLtQj4PDzZ6Y67A8v4BiPupaHbbEf9WccuW7u61ZI7HrLMqruVkOGuZeyZb/pGsQBMRXQrmdAtVdmlBQ5kNXgWz7pEQ4wQWhzR89slaY1dDafsdyM7LtkdxhdCKoOn+sLTYJ/z1HN8dnlfCZKQ0thS26OFlIyTlQhkPKJucYSFkFPpVVoA6nAJ02Zfz3fA0zYtxPRmG6fAT/aPCXglyRus+OGJo+yaKjViTyV7nhOwcVRgRtaFshYbNwt4+ajLDj11ot/wFriBLAC7fP/+/Q78JEJrpRbCrdPRL0nf8QVLTJ61zjVaVNUCRb75NrM2Jf2RtBagYM3aewXg/dqNUSwC4xfdtXuHtdh5hUOvceejObqgktMC77v/SeHUbwWJmwTIWln9kGNVJAt9PusWcWu0iFJ3/HsaT37tdEknFXY9V4HNeOLECRfReqmQ7tnX1WRI5BaAn4ywbggNXDp3aqSsvO1KAhUdP65M692zL5/+rtDzQuO2qe94WJ13bLJOfSJY9gm9fvzjH7u/OSTZZBxnzH7qw0+58HcdXrJyzz33uH+j2CosAPfnzp2zzk56HJQIv4XuPyIfkoz1IfjJ0bExad7X6y5L8j11jgdAK0bzH1e0wIIB0ObmZuPli7eAt4C3QGiBT37yk+Gm//QWuKEsAMt59+7d9sILL7j72lLXI8AvABenNEB1JAQdASX5IvLC1E63qX0cAzjMiWFJaDdAI3qevIKT0WRKW5Oyx5Mh9bG2fS5UHc1MQsQBMe5oPGH/2Hu/uzbQGtUkQSAn8EMAPZI9veS09qgTFinAQ506G5wXQhgKm5fjDfixXffUIhbYQK7hAoCB/vVrX3fdedcPWJ0kNwkLYCbssRCExQbThZB8s6TSIXHjZfVjPKdJRQX8pL8J3Rfh7tgLcBXHfCUUmKdvjG5zYbX3fO5zlpX2sS/eAtW0QHd395IBoLCu2+PSTdPzdlaLHcEsm7uJOGmK7tR5WxMfdrIPORZe5ig89yQ8WiXZDMLWw8Jo0qoFDPR7Z44N4XHGJBY3jk6udeMQ+xlHYJojywEg2ytm++WkLlgoQZIC/eDZBQ1TxrdWhOwqBfAzdfz7Ci094NifJTGiYqWM2EInFFbaY5PdX/UgaGgs/3lDWYBEpN/85jcNdvlK1P+caexiw2Zljd+sDO+jLgQcrU3Yodsl6fg/btjidCLTk2O2/7/vlc7weecjrGlrsubSWel8ii3eQmj64zOrnP92bsRaXvwjs6EP5J4UNEoxGgYLuSUliiyV00EETri6rc+azDmr3/O/W3TwXRv70H+W7uZ7Fh/eJ/+lZFoetueeflUAbcImJyftX/yLuUHS2R104KcDQIMesGhNCb4BUmpbAGxSiZImLweAuqsu//aFL3zBHnvsMfvggw/cvw3IK9u3b7/oovHxcUun07Z69Wo7deqUpVIpa2+vrhb7l770JRc5uHfvXvm2ZUskEtbYOO1b0qlSsl2s/UarSfdYqrFzKnkgOtob1kKck/Z07WppTs39N+uiG/M7vAVkgQUDoN563gLeAktvAVYWAWDuuOMO++hHP7r0HfAtegvcxBZYuxYNTJOEfE6MoyD7MRN7HLcQ1MRhnSqVLxzDg634tO4wOpl7Jja58E+ysRP2DkOTrOyUSQGCw9LNQ6upRWHqgJDjCheFKck5hKxurzsrFmagd0c4K4UIoMBd1hfnNZddCBlfYoSb60VWUF7usPofU/g5WedPZEYVNl+wkdLFTAoc+gCAKFwEcLhkRq5u14Wg4sqmMwHNqjX4DQAdtQI8EkozhO0AZtGf4v5gdaQEcKy08uEPf1g34MHPlfa73Aj9WUpwgoRHPKvIUfBEXljQH4473d5asSmVk/3Cw5VvJ8U+RyO4W4zxdUqENJpnrCi70Hee4XPK7AuT/FKFhY+ZIOfxDCGt8yssEBEazxiVU1K3mQWZDY7Vt2giXCnJXiXNEPhZ1sT4vZ64DQz02UaFzG5rmbR436vidkVsYvufix5/MaAa1uE/vQWqZQEAvphjIit5V6xRTL2tmoXPQOyr1dCMepZyfJnR7II2y4km55PMvBgg1xVF35x/+F/bwMlXrKsrYqmWpGWVBbzQtE0RGUp8tkDwq3Hv/2HloYMCQ/LSKVZiII0jtRojKSRoS1T8KvBPXiyER9jIj1nq5N9b6vRPlY08oYXdmD6TlpP6xxfX1trro9uVmGn+SXlKCt+P2gnX7kVvlXbLcu5qJk4JEZSPtMD7De4rYjt37rTWVoWUlwLW6ew2h4aG7K/+6q8sn8870DOUUXjiiSfsvvvum336vL4DqL755pvW0dExpfMZj8ftySefdPNZ2gBgnfrNK7WWatv1O99i0XSv1U4csXvuuFVZ7jPWJuZnbfa0ZWs3WMFH5czrN/AnTVvAA6DTtvBb3gIr3gK//e1vXQjAq6++akzK+ePhi7eAt8DSWADnDAc4JzF5pfhxzEaARErlw31OQQvhTk7QTjBCGKGBI10WkKCMmAr7ZGJ/WqzHfmV/d9qecsJhWQF+wmqCBco56HWSOCgi0DCuemKRQI+vpsJYcEBr0JRrw2EcaqxGBwhdDZkNBLASrgpfFBYqzAXqXZUQi1P7V7kkJ8rCKtAToJZCGDw52wEtATNnFjQBZ+/j+JQdtIGOF8lWCIOdUBIUAFuuAbQYLUiXT/9xjy7kf2bly7y9YcMG57Avczd88zeoBQjpoxD2yLMOQDjhGI5TT0/V7pxny2Vj1/gSjFjTbfAswq50WYJngYszO1DQM/rayHbH3lwjNikLMowJsD57BH6+NbrFfZ95TbW2SQK3SWzzNUqAhAZoyCJHw7RV2qOE0K/qDOQp0PuMKjkGunqDESUtG/lA8h5ie40e1shd77T9ItlhDUxin3Z9wvKtt1erm74eb4GLLEAynUTfS2Kx9YnlmJOWYa2V67ss0/FxMRhvveh8v+NiC9x194fMeKlISbwqJXb+DQGPObe4jJ+E/zNV2GSInLEr/OJGThw5jS+REr2RwrkWSRsLRUXoRGxD8rzGlLKljmpxV+xUmKqXK0Ul90kMvy9XjLGZvwcqaoQm2KDuIMRfgKVjirJ/8QpST4CflBD8ZPvgwYMLBkCffvppxzqlHuTSAFPRcaXA+pzN/HQHKm/ZdZ9U1vcxi40csPrMCZEF8lbIJu2d45O2d6jXGiZGxGqdeYXf9ha4vAU8AHp5+/ij3gIrygLbtm2z119/3datW+fBzxX1y/jO3AwWYMUcp+2ZZ57RZL/VJQbSur8DEmEFTMMJgTUqvmsAeFYMxDmsuZcECJJlfbs0N9MCBIuwlwSAADSSKRm25eZUr7LAZ+ScJxSaLqF3AZ8UWirJCaYuEh/xCfiJs3zBp/YDWeYUyqXmAqeaazlf/3F+XHXCYI0KkGyPjQgsVWZ4hd+PKcsz/YKFSsbn1UnCWxWGpKvREOVYWAAg6ENY6MNUcUYIvgFwEl7PyWfySiik3YCitXJm10p39PykFL1y0xqoU3Us48aDDz64jK37pm90C5QKObtVGdk3KrSzTs88TzUMyUOTXU7rt5r3D4v7vEBE9D559TsZi2BBA0Y5ACn6epcKfw/7Mq5M8S9KH7dDCcJIosF4REb4Pvfsznz4wyuq83kivVrJjgatO9Jjm1L9StaUFBNfCUsUes+CEbaL5Qc0EHa7kHc0Pwl7j48dkn37pheQcprYA3ZIdy+p7MFOG1QMLg9EVed38rVcaIH4wNuWPPO0slUfVjbxdv2blHZ3QZrZA2/qD+CEpcUCvayu44XV+W9VtEA5I21z1RdEsZScH8QO9uEfuVL5Xvl20YeLAELiR+BlrALoNWtBJmbHrdgr30rjzOTmr1wWBC3XpByLVMIg0z6cWgr9OdeokjNZVIz5JWCss/CbTIplmw0inWgfwg3A5UJLLhckxuR6mKCEu883kpFs8pObv2rxwXcsrkRVpszwvcM5e673kKRY2izyyiuOFHQ9MZ4Xakd/XXUs4AHQ6tjR1+ItsCQWAHwhcx6aLb54C3gLLL0FeP5eeukl+1nfPbZpY5/AwLTVyFN2DrO648A/Oc74zs55DffRVZ3EfphLk5qwA3jGY/qmiKv6mrR11g86JiZAxPlsswM/ARwbYlldypWBYH2QOR0QlCrVNvVqGwAgBGKd864DQR90nQBWvlALhXqdrx7u0L4OhcH3C8QAgCXMPhYZlraS6hX7YFDA5WsjW21LXdSxG2B/jeseKGR8D9pxt+j2hZMH9lNY5+eej6Q7XTKTzuSwQNQ4vAkXdguja58ywM8ObXUXL9MbGlPd3d3L1Lpv9oa3gBYxOsZ+Y6sbjlubNDWzRbHK9YTybDRHJ9xiCLqZ1Sx7xzc4vV40fzeJgQ7YyaILYw7auzyD8ynilbtwd0Lel6owbv5O7FPkQcj63i79UDSL0R5OiNW6Rt9rj37PUrkjlun8uAtJjUo3rjaftoSAWgpjTkLJ46ICoEqW1YJPjYCpQ5bse8FIyHKlJBpIEJGk49FHH7VQEmWp7t+3cx1aQKBYol/Ja8RGzjdut5F02c6eOqsw7i5rSTU6UDTR97KlG7qvw5u7/rtc0OgR1/jBGBi4KoEvx52Fvstl7xL/qeLj8MHyMtEujElkLC/F6y0q1mKtErEB4M1V4v2vC9h7Q6Aefl5QwrYD90zvJPkRq71m4rQSIZ0QYL5prqqqtg9w8mtf+5r97Gc/k3TIgJFIi/knEVALLY8//rj9wz/8w1QSo+PHj19dVQJ+86sfcC8urBVDNfP6X5llhxwpKGSTXl2l/uyb1QIeAL1Zf3l/39etBWCh+eIt4C2wfBZgAaKnp9WxJBtqMnIKARhnOMz4iHiu7KObFZ+RXcGhiCXFekSvkwsBErMKOy1KcL8kliSJjpjQE56e4Dydg9+Jaw5zNAA9w9poQEXHAWKnir6HcCeh61mBBujkORZp5TT64kplQz1w7E/CZHHkuR7dUBijAL23NZwR82uXlZsjyvo+7MJfubSgzPSE5Ls+qu6ZPvKUXXQcdufLI7fZriLZ5AesNpLTPdcYyYYOTKxbMcmPAqOYbdmyxTPtQ2P4z6pbIKbEGcmRPZaQtAXh28hBUGB/d9YOaTFAmdqlp8nCQbUK7NJXhm/Vs3xSCY9G3OIDYe99+RbbJ3AUdudKLrDI3xrb6hImPdqyz/JiyJ9TVnjGUMa2DelzFu9/zYGfRWksRnp+Y6nyoE3GlGRNAAM2jmQnK3IeYr9PKrFIU71Ck3sdU6t4mVDVI0eOuMUv7AMocPfd0h70xVvgMhaIZnr1b+u8wpfrpfvZYO+//4rTXSSs+OGHH5au4VmLTp7WH1GJRy6yHuhlunldHUK3EumQy4VMz/eGYnWtSi50zskT4UPhz1xNmeFxTfk/hNFL3MfSQ8esvPpBiwugqxk/rhDuUQGis8grynCePPsriw/tUbMzawt64fqjN3xCEkPFxo7q/Gdscvs31dng78XV9PdqzkWrk0Ra1SosGP3hH/6h/eQnP7GREULWH7umqmGk/umf/qkbi9esWSP7X+2vd03N+4uvcwt4APQ6/wF9970FvAW8BbwFltYCu3btsobiPwbhn/K5AlASJzXIeE5vAjAQhyxwah0QqG8lHSCZEQlJiEvPKzydDOhkaIalOSIAgrDSRr2yxaj2i6Egiih1454H4OdUtdoIimtpurmgWb6rIOwPI8EpeAbVuP2uSm1VTnP7SMSEOifAJGHwgAoF9VPBYcrYPGz3NB2x/3rmMbu98aRjjHJtZ2LAdjWcUh9dFe7T1am3cB8bvQIqADDeGdtsMNFoi0zQYw50mdmLoJ7lft+9e/dyd8G3fwNbIH32TQEg5xyYF4Kf3G4gPVHnxgHCzI+mL68fd7Um4nn73cgtjvUUsj+vFPZ+tW0s9vnrBBDXS3/0XLbFJZIL25tMbbMGJcaIDe+39IYnrVbJZiICN1OSSy8IOGHcBUzIahxyCdnIWsIYjfaeANJLFQDPH//4x1OHh4eH7RWFXfK3wBdvgUtagIQ1ZbH3aoLpdvB3nL+LLJrq352kF2D3RcokBVzZiw+XvMclPvCDH/zAYA8SjfOJT3xi4a3rmY8KgMRZCxeL3U8yyxWZa1/YaODn6VvlmvBS9sekDZrred3KDdKOh92pLO42CwBl4SXZ/7L+LcBAVS/UGNcyJOFOuW3XmBakFfZdI0AdNnFUyZCuR9kEEhx99atzM2HdbV7lGyAoQO1SF0B42LEnTpxwCxl+MWypf4Frbw/+iS/eAt4C3gLeAt4C3gLztABZMHc39zntyrG8csIrrJIkQzA0cZZ5UWBOAvDhydbIqYVTiabmUL7BZWKGJ0DI96T0NGENuHPdNVHBjQr41DVhEiK2OceJ9FcaYB+vsOjwRY44pxIynwBE5cSZ51e2XZ8rlTjHXeeTmR3YlLDTiKiqY4VgctYeH7UugQ9vjm2zn/bfZ/+k13EBNK5p1eccdn0KY7igONtU9LE4ABCKbmCQEXrWyRdcuTxfYNrfcotCYn3xFlgEC/T19dlbrz7vkoEFWdkvbISM6mQ7Z2GkGoV6VunZbVbIeDjZp41RJRW63sBP7NESG3fj72hlXAptlM0XJNvRLrbVsBjxRWWIvtPKyVVCI9AeFhNebFeSsHHfDIZjykx8/swxK0QUrpq8dHTN4cOHLZ0GLJ0u6LH74i1wOQuU9G+vHG+wmtyI/rWV3N+Uuro6F11A5nESIpX1764soN6XK1sA4OnUqVPuxJMnT175gsucERvZZ5HckDvD+Ubacp5I+GXmteybtT/086ZByqACTmNRnIWWZL7XYlrkKku7s6R/B7NLBC33yZ7Kbl2pDsz0x8I26VcElrASASWG9wgAvbZ7n90P//3qLNDb22vvvfeeY7Iii+LL9WcBzwC9/n4z32NvAW8BbwFvgWW0QI1YA40JMTtEHihIQaogpBNNTZiagAt1jmU07S2HwCgsSlhHdWI+1im0HU4mE/HzuWZL1eZcFmZuC9YlcGqDwjvJzk6hDuoOnG22XK3u2NSbvGQcZcBHnGjnNPOmkhMQS730qrKLSqcK4OmMrwqNFfNT98U19Jke8Qko06qQ3eOZqUttRExR7gWI19VRqWhmfQC5J9Jrpi+aY4tETFuU+KlTWqQBMy0hhlerHUuvnQKC57hsUXYh9u9DqhbFtL5SWYAwwI16hvJxWN4Kl1SCopmFf/9IUZC46FoKwOfuhhNiaQfPFHIYIxpzDkysXxGSE4Cym1N91uSSKZlLtHZkcm1lYeTq7zxI2lEJDdVgWWy9zQoKMY4oDDWiMOTazITF4q3SXJbtR85If7lgZydj1tMfsw2z2FkzW+/svFiL9ejRo04P1MsSzbSU355pgXK8Udqyt4npLSBs9KCtadtsq1frb0th3H0v1K1TtvA79Ed56q/yzMv99iwLoPP4mc98xg4cOGD333//rKNX8VUOEqHkNYwL2sZfooQ+y8xf41I/zZz7VQF1sKgVicYthtZwqdGKjVsEhM8Kf9d5LNY4EJTGKbqYtsN+8Ml3XkTixNhQKH1i8C3Lrf1n+uIL8hHx4fddNAXWKNZ2WKH1di0qsMi1OKW9vd1pQAOE+iiAxbHxYtfqAdDFtrCvf14WYFVv7969LrnPpk2b5nWNP8lbwFvAW2BZLBCVnmZSzlVhWM3D83QpheT0AgIiqA9oWXaT+AmFu6fFpoSFSbKgpMAOCpp1QJj9+SaX1GNSQEedQjoJf4cpUqtzAR+dv6swef4DDOV7uYJWOueYHWGpeMvuHLcPFgI71VUxn5hkRR0TtAKkTp845XC7De2nLbK7w2KArUmIbgiG0teZJRkV00rHa9RfChMDl6BJGw6qVRcGlHH6sDJbX6oArD7YfFDJTfqV1XlSFi060LVL4fWE3v9uZIfrw6Wur+Z+NF7vueeealbp6/IWmLLAuFiHTJwSta22Kd+nhGMjAiPbpv59pwRatsTSdjLTbj0K8V5o4fl9qPkD20CGeY0nkxqH4npGeZ7Q9H1rrFz1TPNX09fNWuy4XQmgYJXXonWsi5EH6VKCozdHt0ka4NL3Doseljr3EbDIg5Zj0RqFifZboWmHFVOdbjIclW5ebPB9ARIJSySLVlvsF/MrZ+MaEnsyDW5hpiZ5j224ROfPnj1r+/btm/Poyy+/bJ/97GfnPOZ3egtggWznx8QAHZIswz6Bnh+I9anFTzECi3XrrbDqbstJJ9KX+Vvg9ttvN17XUmpP/8RqT/5Y4GPgj4VgJq6VKxVfaq42Zh/CxWLs4o1j+HV4biktIvOtlGjVv4HHOeOiUo4oBVMlqzvXukJlMxoJwdmSNspacDddE8mNapw7LwB1deWim/OjZvKspU79d8kCHHOsf+xWSjRbceANS2/8fStpgWExCqH36KNmMhlLpbx0xWLYeLHr9ADoYlvY1z8vC7z22mv261//2p37J3/yJ5fNrlksFp3o8eiomAObN1s0Wlntn1dL/iRvAW8Bb4Frt0CpaZsycvZKx1IT6UqSElibKYGYUYF3AIYDuUZNzlM2qMn6BxNdAhXLLvkPIGdejMhWhaM2aAK/UQBFUedTYGzh/8YrYCfAIt4w4COFd47jsOMYz/CTp7bZjwM+MykSAKxL1lS5Xh8XsB4Ipacurg3aF/NTe2CgjYvhWafELITR9+bq7NjENJMTgLNRTFVCUZuiAn8Fhk7pWLkaRViQRX7Wf48DNGl3roKG6MbaPgcSn1ZG+IJAV0DRtckR2xTpc0zZ98c3zXVpVffBMHnqqaeMDPC+eAsshgVefPFFV+3pzCqxnVe7xYaNSgqWFmuIMSShiTPalgcm10keY+EJkLbWnXNgYr0Y54S5pwQyIrNBxveu2kG1d9IBrCxwLHUhFH93/QkteAxaf67BJXti3GkRu3xDbb9jfD83dLvr91x9QxcVpjjZ4OOiqgOcxjQ+NeWOWam12zE/Q3AgvfHzlhT7Mzp+0mLSziuLfWdRSXCIXf7C6YgdSa+zL2++da5mDD/zb//2b61QCICS2SehAeeLt8DlLAATbXLzVyw+8LbL+l5TnHTJcArNOy3fIiBP0gy+LJ0FouPHLHXsB44xiM/DuIOr4rb5MrWTA9M+kTtRxxxYOvscd6LeKtez+GSS1SD5VW7to5LXaOeMi0pseK/+LTS7vrh+6A0fjOK+65OIHle0Pxttkm/S4ELgY8oun7uZAdCiwEeBn/GBNwUip6xQv8mZicRj8cG33TbJoji2GIUIIQ9+LoZll6bOpfd6lua+fCvXmQV6ekINFLOxsbFLAqAwJ/7mb/7GncMtbt68uaqCyteZ2Xx3vQW8BZbJAhM7/5XVDR1Qhtc+sTbTAhZgaBLkXnKTd5hbhHISxr5eYANlvxL/ABgmInldk7MYuYgFTJLxfTCfEkOyw4EUzdK361LIKok6JotJxy9tiitDvOoglBxwNHSSYVq66ZOc5BAUpa3AZ+Y9CJbnOsBU+ugSMGm/c+SnznWnukqoE65prKasa8rWFh9zIfEDAipeH90hYDRggAL0fqb9Tbuv+ZDYDjkHuubEggUAJVQLJgSACyzX5njGaRAOaHt2AegEyGiSHU+k26eAUoAZQuA3pfplw35lqV6vFhdvwQvw81/+y3/pIhFm99F/9xaohgXwYd555x1XFc/HGyPbBN6lbJPAf1jfMK5ZNDkotvSpzLWxezoEEK4XsJrXM9mqMQX9YJ5rtD+ZVaOjuUrPdk/u0tqX1bjnuerYqOe5LT6uca9+isGpYcfpIzO+MeYAjiJ/MVeBUU4ytaLug3rWJEfd2JiOrrP61fdbuvOTU5cVGzbZ5LZvCgA9LibecMC+076kQlLv33XWHhOD51Jh7IcOHbok+EkDAKSE3SeTyan2/Ia3wEUWUAbv/OoH3OuiY35H1SwQFSiYOvMzLXSc0CpwyfL1Gy3f8ZjlVimig4RTKsnTvxAbd4/Yn4G8kNspfwVvKdwON/kM/Sp3PDyp8okfNnVc+9x351uhna4uaIwp11x6bEgMvSPm4sh0JZWGQ9/Mta83NEVZHCP8vaY07iQUak//k2OBZtZ/Rgs6C18oqzR53X04LVSN6QCc+YYtbhyura21grZjJIoaP2Gxofct334NUgnXnVV8h+drAQ+AztdS/rxFtQBaLufOnZM2zmoHal6qMUKRAEjDcuzYMfvRj35kjz/+uLW0XDpcKjzff3oLeAt4C1TDArlV95rd9b9Y9sX/oDDMSYGZChdXxbAdAe32TWx0zaDxiVO8RmGuq1olYC+WEqGofdkmOchlp6eZFAA4UqyzV4ZvVZKkOvv82lel2TcshxwgkeRFgUYVTjETfgc/4lzToM5yzE5t65BzutlLm4CRigh1zjManjBRYZjWxAjTl4apzg/PdV9cnREbFRg7qv7AOo2pbwqcV8KipL09ukWhqVvdNUr9ZH++4RkxzAYd+AmDlP7gqOcjUevL1Ttwl9BbwNEddWcEwoyJbdVpe2YxOcnmnNQ5aQEz9HNmAbjNFGNWG8k5iYCZ4a4zz6vGdn19vQc/q2FIX8clLdDf369n0z247hz+ve+b2OAY4vVaLCGZ2kRFHuOSlczzQFeCZzOrBRMl/tFCSihjwfOmEUJj0lgwDsyzvmqeBvOdsWhAY9LsAqMelnyDmKuXKycFEAOEwhjlnlhs2bz141a/6YvTA2FYQU3cik3bBQBfWLq6Li3LAeszZOteeNX0N35LFvC9dNO0TfyWt8CSW0DPYfLUj63u2PctOnlGAOGkZSRzkZObkzn0rNXd/nXLbvmyxoW4sq6/GiQU0hhIYTieCThe0HcdC/wqeWNs62CQeJKt6evC6/nErWJcGC02GaMbmdsvFa6OLmxNdiDog7suqHNmn8JtFtdjBSVtUqRAMdGoxfceS5x/RX2PKNz7c7r65io10tWNKLlYNrHW3n7zTZekbuPGjW4sLqbWOrZ/VDbSPwFfvAUusoAHQC8yid+xHBbACf3Wt751xaa7u7utubnZZV4LT0YMm2yA3/jGNy65ih+e6z+9BbwFvAWqZYF3RjfZz449aXc1HbNb6k9bh0DOPiU0mq1dB6Oruw7gQ5pz0rXrz1VYkHzPJhyISIg5oapbUz1K0BFkGyapUlzs0CDze9DrVBRdzsDJxtkmzN254nypHOD7RDFhw8UG6820iB014kLY2wV4wDhFD7QocJT60drEYecF2AjjdKjQKNZmo2OMAs4mBJamVd8qXf9Y6x57b7zbnmh7x7E20TQlpBb9T5RQYY0mpavVplBWMtyTOOm8WJ+EyHeJkQYDFYBnJrML4ALgh1RLcxWAWHoKgLOYZfPmzYtZva/bW8AAQOcqMJtHC/VzHVrQPhZP0BRmwWVUshVhmDvPEM/iWo1VWQGQPHvLUegHzzTP9uznmn2MB/PpG2MJCZ3CUl9cY7cxFlah8FtNTk5esabBwUEPgF7RSv4Eb4HFs0Bcmo+p439nNSMf2Fi6qIXkpHyalPOparPnbPCNb1tdTHIja+6wiFiUjI8U5zJdarjQKe4s9yktT+clsQ/u/oVldj34WePpnFnHTksoSgjt17nC1SNFLUZVdEhZPJ4uQf/47oYzNRAcVevSkI1K+zLfuNOiAk9LQ8oK336f05Sdvv5m2AosMjo64sBP7hiSlFuM4gdxZaZNK7v8h7eALOABUP/PYEktcP78eaf1SUbNRx991K1cXU0HEomE/d7v/Z798Ic/tJxW98KCk/rCCy84PVAmsT4rW2gZ/+kt4C2wWBYgZJpw8NdGbxETqVlJfA44EHF2e4QuMd3Hgx0Rw3N2ISszOpqba3uVEGVUrKyigNJmhcX2O8DSeeGz/bjK98Bnlui+c9KVAESOH4DkXrEs+9WnQ+kuF2ZKMhQHQKpuWKZOT1Pnfqb9bYWej0vHtE7AbKMDcOnftroexw4DOBlW/+h7azQImSWL/S31ZxSyW7AxTTQAbwJGqbIulwoCQRVmJmB0LF+rthtdtmmAUEJvu2qHbEuhRwAoOqLBTYwLIB4p1rvkLIDAgBphgSnGWcOFBjFELx1KFp5/LZ9BBulrqcFf6y1weQsslWYkMhfBMyf2tFjYhQJgI1rCQXIzegnAyDnLUVhgQVuYEPyzYsyHYwGLKIS0n9ci0VxyGVfq63wAyyvVER5vbGwMNy/7OTQkVpYv3gLeAstjAYGI9Uf/VuHOe6yQB1CMyZ/KajE3YfhWLWKTN0f67cArf2fbP9klRqckQCqLrVPrxjgZYGaBSxLcR7hdwdIANTkn3M1JIc4W1jN9YVl6xpJGSrYoxF0MUIGuc5WSNEIVw6NKg7pdA5X2Lji/0ijtEfFj0r+s7X3Ocu33OgZpdOL0TQeAFlMdVk60SPf54kXFqNihJR0r1XVeYEb/xVsgtMDyeD5h6/7zprPAb37zGzty5Ih71dXV2b33Koz0Kkt3d7f923/7b+29996zZ5991vJ5ZQ/VXx+yyFPYv379escUvcqq/eneAt4C3gLztkBHR8fUuYSXA9yhuwfDamYod1ti3IF/sA5mOs9TF1c2SABCchAYk1tcNvjAE+Ydn5eLQ4ebSwJnOAjNol6YCeh8Hst02E8H7rMx9SNs8emBi7Oa36EMzENinZ1QtumZoCP9xNlvUh9OZ1eJpTqtEYg238bkeRdaC+gqfipdcfdHuH5cY3G0zOJUxNWJjmGQyCk4Jy/2KaBmndhnkzMAzQPj65REacKBtBOa0GQFzADipATenFUfDkwsTjZP1/nKm0+oN9MafnsxLDA8PLwY1V5UJ1IZLBpkSrRXdsnEABdZjGFM4AXjG6blchTC19EBJRM8CaAYM+lVc3zSjVuns+1TizFX0z80O6tV5gtW+4WTalnc1+MtcJUWKJeU0Oj7ljv7mkDGtHwi+R9KIpdwy7JFm4jUKhIlKt11RbooHPrwgffsPjEoA8/KuVQBw5JmZzlnU76W9gf+1XTfAt+rcsms6wqqHA10tM3HxgYsWRckQ5q+enor33qnANm/k3+n5Jehk6fehW1X3L6KrxdcFx6LCASND+21Yv16pwk6XevNsVVo3aVs71usMHTK+d2OXFCSHaXNH9G/gULj7UGSsZvDHP4ur9ICHgC9SoP506/NAu3t7Xbw4EFXyUwdrKutFebVXXfdZbfddpsLKRsYGLCf/OQnrhp03BBC9sVbwFvAW2AxLYDu8M6dOw0ZjiGBDUzaCTvdmBpQMo96p9dJEiSSevTlW5xOaLNAzvNid84sMBRGxYLMC/QDRISVBTMKr9s5uxUHe8rx1cVsu8zt2uAwDAT85xpAyHLeMoWYAzlmtjN7m7YIXZ8dggqbE+1PaqZPMwtALwwtwJRKt9xhHHWAToAXrucoNgnBz+k6OBNI5sJyLtdmb41tE2BzUoyNCWeHtDLQs3/v+EaBIYuv8Yy8ii/eAotpgZka5ovZDvITPH8jAhZ5nsJxBDAA0DMZFRNULO1NqT4bGLs4Mdli9o26i+rHayPb3fjQIb1jtEoZb9BPPqNx9N2x7gV1YWJiwvr6+mzNGhjmCy9EGLGYPp/CIrwv3gLeAktnAQf+Kft3ou9lK516XlqQw8TYuAVZ/CfFxIj5jn56ziWBY3EF3+Toe7+zOzcpIZw8GJcESU4MYyP+k3NKws/KrYQ+DufgswQ+V+UgOyonhHWwy53oTlGiuZoRK9buFBi3ze2Z/ZZf85AVU2ssNnm6csjVMAXKhu1zMDgyXQNz6JriuJXFLo0P77Ns58enD94EW3v2H7b3Xx60x1cn5XOWbJ2SjZaidVZT22K5xs2W2fCUEiQtbtTQTWDmG/YWL5zZ3LC36W9spViAsPcw2+btt99+zd0iJB79UF6EPqHF9Mgjj/iMnNdsWV+Bt4C3wHws8MADDzgAlHPf0aQdR3t9st9lf4dtlZam5mkxOvcoA/wdDScc4LBWE36SI+HStgoQBSwE4CNcCwYpyUHQ7sP55VhEji7qmHwPnWDnGE99UatsCwGl/e0NPfaftn1PYe0pB8r+uPdeGyxeDO7BwMwpLJ0EIi4ztKqgoMGXEADKhAGQlD6xDzAUphbnEvofKysMS8mJMuUgK3xwbRDqX5LG6LC0B2cW7iuuekhkBLg5u5wSE7Un2yIZgBHH/szoHEJhQ/3C2edX+/t8Q16r3a6v7+awAEzBaoZoX8lqBye6bIs0heuiQ1rkkJSF5CpgdiclXTGaRdYi4hIIHUt3OLD0SvVV+ziSFq8M73SLPSQ9YvRigWXkGrVQx8eVFf4aAdCf//zndvTo0Xnd8lL+pvPqkD/JW+AGtkAkO2SpEz90upqJ/tesLI3NklvM1YKuHKGCwE30hfMKUWEhN64glYlSrWSF2uSzSF5jcER67VqojeItadQJUcYZn4E/JSNWfKzQ1cKsU+dXbOzO5VTng4n5KR10SiyetExjtxUUpl6smzuCpZjqtELbvUYIe9g8bbqqKjvC+h1B1NU81S3Li24aUZI7yw47XdBiXVfljBv/Y++LP7Rttsfyw4O2tjVusVjKoo1d1h/ZYImt35Aj64lQN/6/goXfoQdAF247f+UCLECI4Z133rmAK698CUCEL94C3gLeAktpgXXr1tm2bdvs8OHDDmR4fXS7HY13aFI/6kBDwtB7cq2OZZkbi+NuW7t0PlvFomSbjMeAn2+MbnPs0e7aPusU4Djt4gbONE43jjDX4LbrjXftC/Q/gyRCMDq5+7IAxIJWxcddGHvnxiH76zOPC0iMy/EfdkmNABcJGRoS4EAoKqHpJGuiAH7G3PUlF5JP4iKAE0JmV8XFUpWDf2RirW2t61WfxXBVGFreZZwXcKqV+Kyy3KPx11k7Il3RBpcMCfCTxEi9Yr8emUQ6oOLduxan3wA7CXlfjuJDWZfD6jdPmyRoWMrCuDMgXV8WZGBix/RskmhjNJ9y2dPZ1xhLu/EItujylIjT+lyI3uel+huPo/G38AKLdP/+/fOu4Ny5c1YqaYxUZJIv3gLeAotoATlBtWd+7pifsbFDjvkZcUmEAtEhImCIwsnJj8BPSup7Rn7Pqcwq2zexQdrm5wQYRpxPUqNnllB151VV3BF8Kjadv+WOhG/BPn27sOCK6QJ8Mz7DUo7ELNP1hGXXfcpyqx8Kd1/0Sbb6aPqUqKUJJTdCOogeTNfl+lOpf8plCk5xZ44X4lpkX2utBSW4zPQJaL05ANCoGLP3JX6rBb5zzmalSSX1VPRnpucdO3X4rKWHUrb7Y990tvRv3gJzWcADoHNZxe/zFvAW8BbwFvAWmKcFnnrqKfv+97/vMlByyYDAP16zCwmBnh/abesFODYLeMCPBYA8Lecc9x0dzqNiY8G63KIkRGUBiwGgqRMrTq8DP8OKtQ9AFGCSa0L/OwBKSRxUK73NrLXGRu2Pu55zOproenKuS26kMP1hsa1OZ9tsdXzEJWCi6qwmDxn1JRZJu+RMJE0iTJ7Q9nbpmY4VknZE/SST+z9r26us9dkpcGVE4MoeJWA6OAn7rFf3OWlNNRkHsJ5RO4e0/0Tm2sJTw9uv9mcmk6l2lb4+b4EpC5w5c2Zqe6k2hosNTgt0MFfvtPEYK1h0gfndoMWLWvGlGA9ulIKMxYYNGxZ8O2i0fuc733GA5nwrSafTduzYMdu6det8L/HneQt4CyzAAjXpsxYb3mPxkQOKd1f0jEt6BI+TxQfFy8gJksiHmJ5sKwBefstpRZY8O3C3S8g4WhixghZ7WQiCgY4WOZqhgSflPqTJKQDS9Y1A+qDwfabvhTvmzglOvAD85Egp2aoEPBsst+aRSg1zf8QH37VIZlBt1lghIh1k6Xqy4IwPRwlB1fBzCmjVcZqm/8mMFmuy9ZzNJTdFqT3+Q9vR0GsRJd0kIgn/OZ+VT10s2I76c/ZBz6/0z+HrApavbTHspjDmTXqTHgC9SX94f9veAt4C3gLeAtWxQDKZtE996lP27W9/+4oTZ4BHQk4vVd4TeAhAwco2GdMDh1eOLfFPOL34uDjHvLQdgp045xxzjnPlHCYF4wrBb5YOKYzUjbVxx0bNlVLS3MsLiB2wWLYoULLTemMtAkonXLcmdM2G2vO2JdqnyUKN1cdylX6YAz9pmIzSzw/dLt3OzXZ/82HH7iSrM997FWpGQRO1I0FIf96FvJ8TAArgulILun++eAsslgV6e3sXq+pL1juuxQqeZ8adwVzA8A5PrhcAChOc8eZGKejML7Sgz/rd737XCKG/2tLf3+8B0Ks1mj/fW+AqLRDN9lts7LCAwkn5WkpypEzvSUWsoGWO9ie6xvgnjGmAYifTq+0fzz/gZHdo6kR6jZMaQmYHHXMkhorFQHudKBfcKhBQ/CmXJE5bweLydGIiTgl9ralPLtML5imL2k2lMZvc/w8Wb7vT8p2Pc8mcpSbD3wT5bjVirAr8pA9qMnT3LrrG+X/a69rVZ0JyJlYaskjfi9IAVTtq74YvYs0mzv/OYkqQ2SuZJWxOmSiWJedUtpQEmlYGAH9VAABAAElEQVSVTltUti3Wrb/hzeFvcGEW8ADowuzmr/IWuCEsQPKol156yTEm7rnnnhvinvxNeAsshwXICI+u8bvvvnuNzZM9PamkSc1y5ialJSqGgvPKp6sth1639hMCT3GYZ+U8tqf5oFIiFSqKhieTgkB71BzwkdGEYU1yRPp/ATPVVaS3tQItCcM/nWlz9cMUcxqgYlMQ0k9iJzK5R8Ucg7X6m8Hd8MjCy6c+Ybzyul7K6Ojo9dJV38/rzAI8g8sBgKKru1GLGSymlLKMLYCdgfYwCxPITfQo8dCNUtavv/oJLwzOffv2ubF7ZGRkQaZA3skXbwFvgcWxQCQ3aomB1ywuzc/Y2DEHFhakPV6Q/xPVeEYoO/4IjhA6oCSbZEGWcHiS4xyYqHM+y20Np5y2OX5TKgZYWnYh8kgA4eOEbPiIGJl551uJmSk/KaV6AEWJuIFZ6haaK7caumMF9YQoFxK8wTCtjw3Z0Hs/sNQsALQmO6j+p60Ul28UFetTMGy5jH4pyqW0oKI391lpQ7srO9gbtI+PxzdJmSp8PmtN+/5PO7/xsxIfXS45k7Czi/sZmziprPdjwqljU+Bn0GLEJuU7E/VUV5OWjf2C9uL+Etd37RfPWK7v+/G99xbwFpinBQqFgj3zzDMudGvv3r22atUq27Rp0wVXcw6ADse6u7svOOa/eAt4C1xogSeeeMIlOTl06NCFB67y2/rkoBz3nMDKRjEnla05knWMTViXBVxenH6FbSWVKEl51+U04wYHJXTGM9LhpOBQRxUdVihFHOiZUr2cnZVTTwgYjnqTmJ9JhVJlK4mJcMHxt9EV7ZNmJxyF0PnXpgNAyQT/1bUviFkqtpQmDqPSEHxvbJO9qUzu12tZKPhxvd7vSu03QOEPf/hDTTQj9uUvf9n9/VmpfZ1vv9544w0jvHopCpP4zZKfWCuWU0IgJzIa4/lapzvcoQUPCossp8i2Pr7ZsUOXol+L3Qban1ejMY9/88tf/tI++OADQ/fzWgpa0L54C3gLVN8C8aF3remt/9lqJk9aTSEr/yevl0BP+T4Ncm5IzkhYezQqPqdC33FwyENUGyXKpd9+r/11p4MMwNkl3wopn6FivZIg5ZWUsehAT3whWPL4OXH5VQlTG/KeSPqIPvImabPjO+EYERUDu5RxFrCV9iiw7QE/KRPypVoik5YbPiVGYlCiE6cs2fOc1ZDwSIBlGfCzyP3I49ILn4u6+IQIGtbrNtkvXy3wwzhRvaNdXUdfAGUj+WGrP/D/2MTuf+eO37BvzuZi7Wq85zeFqRsWbAUbWPmvLBuplX/si7fA3BbwAOjcdvF7vQVuaAvARvnrv/5rI2wrLIODgxcBoM8//7y99tpr7pRvfetb1tp64zBFwvv2n94C1bJAIpGwL3zhC/bcc8/Zb3/72wVVi0j/XY1Hpck56hILoQeFI95XaHa6nAX0PuX4ozF6a8NpaxF4SdhUxQfHH5YDjS5osCepLO3soxbAyngkAGFIgBJkW8ZlnPK13Tb708qaujo+ZgNy8nHqwxYIm20S+xNwhQyrgLLUsEb9ba/oiP5iYOWxyTVFsp31ZwQCjYk1EFcSpw7rl01nFh8CP9May7f96quvWghGHzhwwB555JHl60yVWl4q8JPJ/QPNB21dcsAlQGP8yAkcQCdtvFBnp/Rs8zwzfhxWMjImzyRJovDch4nQqnTbS1rNQw89ZA0NV2Y/AXz+7ne/MxaqqpGYqrGx0YgA8MVbwFuguhZA77PllT81WJMBNMhH4HMAbkXkn7AYTCg72p94MoqEdmMZ0Sf1YgLi9zzU/IHGvAYXCn8u3eLOG02mpLXe6xJG1krHnFBqgNDJfEKSPiXn27CAXC8Nc0C2INoGXdGEFpPjblE6qeuA3zgesOv1RSWmvtCn8XTe3tY86qMf6rbUSWWuR7tUpawM5TXSMLX8aMAGralVS4Chga9GnaFP5xwsVrbZ0Ifbr038OhYJmc8F5wrMHd5L9Td0KSVaFNreaXHJIaxtKlvfaMFp1ANLE63Ewj1RTY1lvZbJEvwme/bscZEFaH9/7GMfu6rFuWXq9k3VrAdAb6qf29+st0BgAUK+QvCT0K0tW7bYzp07LzJPeA4HfIbTi8zjd3gLXGQBHNLHH3/cWlpa7Omnn3bO6UUnXWIHrK3bG47bqsSYnOusEhDJoXc+r3SNxHo4KjYCIejoXO2b2Girk6M6R0mNnCccOsQ4yGXtz8odJGwrSJJEEiMyzwOGcAaJi+r0or+H052OHRp2C7DkuLSymDxsUPjYgDK5A5imxBJdo77VK4ETulskRxqXniiFY22JCdtVf8JleT+UXjnZSLekeuzjbe9qUjMmALjgJiYPN9fa/on19oySIwACUdra2tynf1teCxBxQOFvzsaNG5e3M1VqfT7A3JWaaoiN25Zkn5OyOJqZ+/m6veGE2Eq9jtl0JtOqiWFME/ycrRXzMy1W0hE964el+Qt7iXPR+mUcoExq8k9I/Ltj3VfFCm3UggiLIVwfssivdC/VPh6LxeyBBx6YV7Uvv/yy8apG4d/oRz/6UTeOVqM+X4e3gLfAtAWa3vh3LkkQsGAA8/EeMCFxjvjLzVov4Ge4lwRvMNwpE/JP4sWSMUZRjipxYwVCdHrom8QQrdH4l1QcufibVl+W3yQAjUUiJILwtWB+Bgu9Ece6ZDzVGY59GLAwlVW+ElHjGlFfWuKTWrCO21nJCL3yysu2bfJp293UazXFCctNDFo+M6o/cAlrTKrzSuRT1DYsUBoAaOVup8LhdWcwGl1baoDTKPh5/I8PRwF0i+YWJuHhKrhO3kqpDsu3328wahORCYGe47JNIAsA+3NQyT3fGttqT4iQsBzl3Llz9pvf/MaOHj061fzrr7/uAdApa6yMDQ+ArozfwffCW2DeFnjzzTcNhsz999/vXvO+cMaJdXV1LqwQDdBisWif/vSnLZVKWT6ftx/84AfW19dnO3bssA9/+MPujyrZTcmu6ou3gLfA/CyApi4hmT/96U+vmBiJGgnl2VF31mlvAtLB3HIsAufclh2IsU1AHlmd94xtVJiWMrKLdYkTDBsBgJJJAGFfASMUh7BG59dbVo54vXSRcJbDjJmFcsElLgLEHNVrdtk3vt6Fim0s9U0zyQSm5FUn9UwI7AjBT64FXBnJFXVu2nY1nrKVAoCiZ/qZ9jddMiZYsVmxN5i8kASB8GCmTc9UGKtr1zI58mW5LfDoo4/a5s2brb6+/oaJOgCgW2hpiY3aH3c9bx3S5eXfLhPkbDlpLw3vtKdnsK0BMjvF/KzXhP1Eul2PaTAxJtHROYGh61KK8lAoJwDoPU1HbJsSrTVroj6aDxYxulQ/QAHjz29Hbqlcr8UU9iksFFBhJsC5JjFst9Wfcix0xi9AgHNKgLZnfOMFCyoLve+rue5DH/qQG2/nc01PT898TpvXObS7e/fueZ3rT/IW8BaYvwUS0vuMjwMiaSFYY5kwLlwPvXgPCu4R4e4c5wgLvSP4PBrzwpJVkqNmLSYTJh6cFxzZJT3QlBiD1AGoiH8AyMhYxplDuRbHJAXwbNJCc4te0Yj8Kx0ldB6IEu1QfAgubNECFdt18sGKkhzqzbfY+2PrbGvqrKXPHlc/pcOc14J1fkLAndqUZGmZ0H1FpyhgX/UBfgZ9DMK6Ufnke6XXwWZ4q0G/3bHpc6LpHoXYn7JS/QZ33Q35ph8su+7TViNd2Lh0YROZrGVE6pFJ7bwkm/aNb3Cv+yQ5s5Q+HRFERE0yRw9+x2nrhxEt03v81nJbYOEe2XL33LfvLXCTWuBXv/qVhdpVJF0BuFxI+cQnPmHPPvusdXd3T4WNnTx50k6dOuWqe//9911I/Fe/+tWFVO+v8Ra46S3A89nV1eWYoMePH7+sPXCeG5T0CBAD9iclK+c4ADOD8C7YCLXSjjqRWa2w1QF3ngK1xLzC2Y841apsIe6yrhMKS8KjZ/rvsp0NZ8QIDYANEp9QJw72kFbK0b1CSXR2gRX55uhWOxlvF+sTsFAMLwEgu8QaW5scduyG2dcAxDaSIEnM0ZVSHmr5wIXmo3mKlldYJooFgaCjAnBO22sjO5SdvsE6OzvDw/5zmS2wkGQ2y9zlyzZ/tREUaPvynLXHRuyLHa+4MEy0fGECKT+HNOom7GNt77mFjR/1PeTabtAzzvNNZuQQ/Aw7RXhnUdp1hAiuT553Ye8Amycm2914wP5JXcczwST+pMYYxoCddacEHkw4UABQ4Vyu1QGcbUoycm/jIQGug+48gAeAAljmjDUvC5yFibUUBXD53nvvnXdTV/tbXK7id955xzFArwXgvlz9/pi3wM1qgdTxvxNIGGiWzwQ9nT2EdgF4URivgABhg05qsZfkR0EpC2gsalFYdejkIMERZyoCRmPfqpgiQoSeAlbiB6U1XuE31aKtLhCU6JqDk13SER1w1cEILWoBlRpYZEI/fdhF5JScLwZTlEVntEAZK1s1bn5rwzOqqyigVSBnWpCpriEKB/AUtiKRPdxB3Ca1qKU7UD9pm0a4PySP+FKjG2Dhi4Vxh+NqL2UWpisd0FFr2vOfbfi+/1sG4dobsxTFAp3c8jVLNm6yTPJ9e/+dN9zi9unMKv1m6/TXM2ZjY2NLCoAiq4LW91wFcJR5u/87MZd1lmefB0CXx+43XauZTMbGx8etvb39prv3xbxhqPaEry+kbN682f78z//8gksR8q+trTV+L4ofrC8wj//iLXDVFiCcl0UEWNuExcxeGQ4rxOkFmAQADcFGHG2YVzAOKLzj7ANy1CnEPQAycZN5BQXgAyYWDIW8nMBkLHDmcQyZAJDBHc4CgEVagAehWkmBm5cq55WNflB6SoCyhIWRURqmRFy6W2mIGTMKWlxwFtDYXCmlQwxQ7u9sFt2v6cKEB2ZcnfS9kB54e6zhhki2M32HfmslWQDZmfkWpBpCHWAkMdDdDSbDEffclgRkwtJknLhPep/PDe52TCUWNZiU83zPLJyLrAaAap3qatDknyRmfbkmhcD3W7tAT4ACxhfGhfpURttBRt1OPT+MQCQZWaPz0NBt0kJNQnV2CRgYzDVO6YYCQ3Soja7EgGOz7xnfNLMbi7KNj/LFL35x3hEqTERZ6K1WIWqmVLrQ3tWq29fjLXCzWqBGodw1Y8fd7Tvvx73NsAbfNShCmBzQQi6AZELsTIDGZEFgk8YxFmPj2lcfC3TQ8aN21p+1Q5NrncY6wCQLSiwiM3YCSgKjChJ14y1+Fou/LBShLzkisLNJdRJtw2KRk/2R/8SYywUl7eccioswgS1KH/VfrIJaMlIkBLoCyAZ+nTrAF32EzFNC4WMV7DKuA4CgLCbBNgW4jel6RxTlUtXntvVJNVZSeP7oESVb+qVluz6hHTduKdW2W3rD75ut+6z1Df7UTh5619ZFj9tHWt93thh/c9Cinf/aivUbF8UI2WzW+fRIECCDEpKH5moMvx8WaCjvM9c5ft/SWsADoEtr75uyNcC0v/zLv3RZNh977LEbIqHBcv6Q27ZtMxJDMOhWOywd8PPf/Jt/Y2SFJ/yQtnzxFvAWuDYL8Kw+/PDDduutt9r3v//9ObNBjxdrxRoQA0EOPMCm3l2jsLZwlJP6ilMPMAGAAXsTpz1IkiRP2LnCQT8BOjkPDaoxhbfmawMdQFiO48VpxjiOvRP+lzM/V6GenWJIwoCoVSZ6GGE46TnV2xRP24TYpqy0U5ggtIoxMS6W6PH06rmqW5Z9AeuD+UVlRjGjF0xcCIsDLKZUQ6dxRvV+01tgygIz9bSnds6xAdh5f9Mh2yY5jGY9T0hXuEm0HnHGAf6t8q8VAD8q9lBSk+yvdT5vx9IdbuGjTixMJvzJQj4YTzSJhy0OqMqEPl8Tc88zCxqrJKGBdmdSiyyMIIwncUlj8IxvV3g8ST1OZNrdJ10NAM4ht2DgxgGNVzOTJjHm9GabrTt13klO7LFNXLZoBSbn17/+9atibuPbMHGtVoGpTPI7X7wFvAWqZ4Ho+HGXKAjfqQxKOatod1D0CRDJQjGDGDhjV+2wAzYZsWBZsniDPjELt0Ta3N4gQFT/4WdRABgZTymMYfgFAJY0wfiKVA7RL4yfjL+MfUgH0Watjk8qYWRJLFIiYCblX6E5HtOxbCFmk5IqwTdiLKc++s0CFbUznrLPIZj0PfjGnilQE5+PV1o+V+jX0XfqAfgM7sBdUnnTfeWGLT6y/4YHQKfuWn/TPvnQDqtdf9AGjo5aZiSQOGluqrHU0e/KDp+0/Kp7pk6v1sZLL700xfjsqJP0U3OfpSQJg04/kRIQBsKyevVqrzEfGmOFfHoAdIX8EDdyN9CZnJhQtjuVd9991wOg1/hjP/nkk05zCjZtmLSDjNNQ73EW0B4EaFlogVFx5513LvRyf523gLfAJSzQ2tpqn//8553ObjgmhqdOCmw4l21zIAahpECLebnKgB4wvXDQ2caZB8Q8lllrD4r9BbAB6BGGwcPkAkSFLXCUhCcCRtaL5bUhNeAAEbKcUgj1ahcr7Gy2Va+Lk//gtN/ffMglVGl1gv4xB7bicMMsBVxdqyRMOP2EZqWke4WTfibbbm+NbnFtrIQ3ZABggWJTGJ/TJdBLHdFEpj/f5PQDWfTxxVtgMSxAtMZ8ym31JyUzcVIsywk3wXYTZF0YTJV5Z+IOZymY/DImdIil5ABRTdp5blnY2N0w4UIxec4dg1QV9Ukf7aS0QdGzu7X+jOpXQjA9u+j3MlljYs+En1bqBLwGTKdgvKDv7O+TLt4tYlHxrWcWq5pzWCThRbtssb0YBR1zMuterWwF+mzVLI888kg1q/N1eQt4C8gCkaJYl0oYxPhBSiAHeFYAv3BMxFBgmA1a8AEj1dKNSxBXp+SP+ExAivgkZAQ/ONHpAM9bNO6x0IN/xJgHqAjASGQNBTAUfU7aY/yD/c4Yy1adWKaUyUJCYyX7NL5p/Mwr4gY/iMWqREQJebRflzj/jfMDRVFtVDoe3gufOi3YzTHVxXdYooy19BF/jYge2qavtOtO1TmzC9dSIkVF8Gkh62YpEWmB1p75hUDfvbaqa5udb77F5bNobBNoPHJABpF0gTRRS7XVXZgfHZUGqRYQ72o8ZrF9r7roqnZlpbdEk50eO+P84NFyi3V0dNhTTz3l5uc3y29yPdynB0Cvh1/pOu8jlO8wrHr79u3X+d0sf/cBKElQFBYYtv/tv/03gRDBn78TJ044RgKJixajEO714osvGpqGH/nIR5xO6GK04+v0FrgRLYAo+9e+9jX70Y9+ZLNZYe8rZPQ2ZVHfKSe9XiHuaEUxAcARxu2NKcR8rFhnB6RxNFqotxcGd9nHV73rAI4W6e6FDjAO+Slp+L0wdFvl/PXOeV6jTNA47BSYowAiZIUGAJxdtigsfIO0AtEGPDG5Su5/sJqNvh+OOA5/XDqasC+o8Xyu1k5m19jPz9+jicjKcS32TWx0ACiahUP5sptQMEEhBBhbYAMy3tfEQuvNtoT/7i1w7RZIJqeBxEvVBhuTyRRh5jz5THbdw6U3psbBv1CxmtjS8xvuG8g3KOnRGmuTpt3mlFgolYl6Ii4mqIAArjunhQ4WWJhQJ5V1mIl+0tUThNXTJ+dCiG4aMouoH9YTAGlYAA+4FiYUx2YXwkrpH4sNiwF+sohEuCHRKVcr0YMMAQkeq1XQUd+1a9eUZFC16vX1eAvc9BaQlmUkN+7GOGxRmd7ou7b15j7Z5gx3MNDW7NUCDTI/q+NBNvRR/KXxddaamNDC0KQWkFmcKdr5Qouyy5t11rI4mhWbPi5/gAiXIAFlXucRkdOkxSTAVHyekIVJ1ExCdSD5Q33hmIhfQXg6veLdMUy1AYQLOcWN1xxwZWpj6muYpIm2E6qbexvRAm5SPhYsVMZcdw6XYoBKcSxZ7SvJDi5bvUSiC3WbwsM3/Gd8ZJ/VTArYTrTZobPjFi42Tqa7bHvnWotOnrb48B7Ldny0qrYgorV98FnbEDnjpBGCqCxFaOWHxQJWbJR+rz2RR+0b3/hGVdv1lVXHAitnllKd+/G1rEAL4PjDShwcHHQiwP/lv/wX58AuVLtyBd7isnaJTNMAzDM1xp555hn71re+tSj9gkHx8ssvu7pfeOEFF4K2KA35Sr0FblALwN5+4oknXDj8zFsENPj/ej5sf7zu17ZOYaswOQtyal14l04cFNDxxug2B35y3Ysju5TxNGUfadvrwA+AB8CKI3L8nhm40yX24bxDEvJH73NbXY8mAROO3UDoKmGzgH9zlU5lhCahyZlM2xT4yXmE96BTSjtvj211uls4/mR/7pde6Eor2KtLiVpuUTIXMtSvqhGrRDMoJjM9miz9Qlm0AWpKEqgnNHY+QNVKu0ffn5VvgfmwiwEvYWfyHLP4EbB9lCDDTXx1j5rk6n/34pkjMQZg5AlJTgB6ksAIdigQ5IikL8javr520J3PZH5MLHMK5/A9AEpLjl3EZBsWVVoZk2OqG3YSjNBgUu4uc29M6oKQzKSb4LUo0cewFmMo9Gmt2KjDmrTPxSp3J13DG5EpsD7xdxZSwkXihVw71zX4Xr54C3gLVN8CNfkxqynBAAU4DOHOoJ0Q+ysr7NyBoRqsRvO1Go/KSso2xEjmwEdwUdjwdzYdd4vItfKnOIY/1Sx26XCxwRI59JHH3VhmAj8ZUxk3T0v645D8KGRCYGQS4QIYCcuTMRD2POMdEkAkWGRBGT+ChErlaLBIxTjO2O3OU19iqnsKwFSdDrfls/ICIGXcJTETBWB1SD4fOs0BR1X7g0MXWAS4ld1uiZqNRLNlFPZ9s5Sa3KDVFMYl9dRlPT3vTd02QOiWjfdYdOKoRbKDU/urtRHP9Niq0mlrSqZdZAW/P4UIrXb9u1nfkLZtu9dWqzlfT5Ut4AHQKhvUV3exBQ4ePGivvPLKBQeefvrpRQPoLmjoJvgSjUbtz/7sz5zOaqhtBTUfZ5+VwWoXMt2FZb4gdrGo1VL10xdvAW+BwAIbN250guhIhMws6XKt/dXpj9vHVr1v250OoEJh5ZgTdj6Yb8RFdlmZRyqgw3vjW4wXGp0AGoCoYZj7zHpPKzSdF2wCRoULw8FnnhlskzkVxz3Uxpp5hmN/yrHHQd87uWnmoRW5/ePz99vdje0K+z3lMlTDqD2bXWWvDN9io8UAvIFZ5rX8VuTPd0N0KpVKXfE+ADCZSCMvwSSd53RcCxetcSUlCv+e6xNNUAqMHyQs0KBj4k/YOlp38XKgAcy/7aF81iU64xiTd3Q9GUPyenZhPDEhzwr0ZJpOSCht1wk0IBMyzRDKjv4dhfGAJEcsxByd7HAJQjrUbrMkMnimagUKkASEcebwZKe7plpvjz/+uD344IPXVB1h84CWJC6qRvE+TTWs6OvwFrjYAjX5cSGAyGiA6OmlwSgY9gQTatyjhIszjGMkXqyJ5FxESlbb+C0AlUnH6CxaTjqR55X0jVByEhgx3gE4HtUi8MmMFm40jgFWAn6+P95tr47s1HgYJJwkSeKOujNa3CGJXNZllc9pzHQsd8ZQ1UOkDOMkCZnaJC0U0ThOAiYWkeh/KARS6Tp35O4nnKJVhvTgXH0JInXKblGLxHXUQ38Yu/kbEbBKBXwGplF7ATYaEfsz37DVopleMSIbVd+NX8o1CQHhkohS2D8LjSRcprCYLS6sO2Y6p9rl3MHfuuirYf3mIfgZtjEkvf2NsX6b7N1nK48WEPby5v70AOjN/fsvyd3P5fg3NV0ccrkknblBG0GI/9//+39vP/nJT+zQoUN277336g/i9J/Uat024e+Aq2HZvHlzuDnnZ0Gsqm9/+9sGyPOpT33KaZN6kGFOU/mdN5kFmDx/5Stfse9+97sXJUVSwJP9cvBOOdhRsTZ7ndMNcEEoFhqBbRLyf3Vkh9O2Cs2Wkdh+pnDlMNusANL5FBhiKA2GjK+Z1xBWy3GA0JkFnaxaMSUIwSdMbCUUwOOtSkpA6D7h7icya8RqXaXP1W4yQR/5LT772c8uypi5Emzg+7D8FphP9leeNdhELD2sjooBpYluRIDkWD7pwEsm0UycmfQy4WLitXd8o7s5l6BDoOWYmFC1sUDHkwk5z3u5nHaLI4CZ6MnB2mzSpBo2FKAnYGtaYweTf/RC42qoX2BByHgiDBTWJ4x0kn/AjnpT7G8SeyDXsSo26iboAA9ntLCwf3z9nAsnC/0VYH5eK/gZtl1NABQmvy/eAt4C1bcArL6IQNBIuaKgqTEPtmcwAgbtwQ5Ff5ylmjBBEbzM8UKtxjvpcWoc5CIAw6xwyAbtg1U/pLB4WPPrxI7HT3lu8DaNeYFmJmz2mYvDbO+f2ODqfKj1A2suSZsUAFL10DaLQmu0cEXyR0BXstAzhhMeH3OgZJBgMUhkB1MzkByBbe/YoeE9BTcnVJQRnpE5kDxq1ljNeexFhogx3Y3RlTSZDvgMLnGgaSlaZ9H0WUud/omN36IowOjC2PKBha+P90L9Jisl28X0PGm7d91qZ872uEWurs4Ot6+UWmvFhk1Vv5m6WoDXsn539yNeUD8ANnD1+FggxXDBQf9lRVhgZcxQVoQpfCcWywIwnQDKjh075pp44IEH7MMf/vC8mzty5Ijt37/f7rrrLgPo82VuC5DBGE0qXotVyLpK0oFQY+W1116z3//9379kc8gehJpbP/vZz+wXv/iFffrTn7Y77rjjktf4A94CN4sFmpub7Utf+pL9zd/8zUWspB1KNNIpthUsy0MS8A9WmMtOu3KdsrLfXjphLw7tcg71Qu21SlqDsBsaBWSU1Q7MriNiRAC2ohnYlRhwrAe2wxVunG+YZGhtnRegSAFYuVXZ4rsUtp8Q4EhYLuHw+yfWC0RZvsRCJD56sPkDFwIPWMOkBX0tQuJXK1T3jdGtsl+NW5jZsGHDQs3or/MWuKIFdu/ebUjGhOyluS4AgCRpF2yfRKEooJIs8CT4EGNTDPCiZs0ZMTxPKZHRuVy7S27GBJlnjDkwE3KeRQoTdxYp0PdtEPjPM9uu571LTCcXZu8mbkFiNYBXsiOzHzbVkOpD3mLfxDqx0HucvAZ9yuQSbvFgv/YDnMJIf2V4p2uThQZkNkKtYNeJKr1VC/ykO4TPT05OVqVnV5uAqSqN+kq8BW4CC8SH39eAJvaeVnvKYjVqQ9igXoCKFbwprWREExoPmzW+oeNJ+HpG+5xGZ1mLPWJphkx6wt8LAiiHxczrkRZyIOOR0NhF2HtJcjitl7Qqkj8kT0opygZwdUKLRc3SFK8ROEt/RrRAlS4nnDwQi9T4RYCtMOkBLylkso8JBYXFqW/COMk8r0Ul3SNkFc5inIfZ6SBfbZPQMhEV+IkNtJ/xlXGevxMNUUL5gUlV9AYD3zH1IwlrlHxA/PyrFuv8uBVab+eMG7oUG7dZoeU2KRiMW934Adu6hmRHCcuP7Ldh/R1Mrdlh+ZZdVbfBhlvutVNH/7s15s67v9thA5B8WhIZR0ho37g73O0/V5gFPAC6wn6QG7U7ZEB7/vnnHSWdUKb5shOhsv/93/+9wTyE2fgXf/EX8772RrXlct8XCQi+973vuW5cic25Zs2aKfCbP+KEwv/qV7/yAOhy/4i+/RVjAVhE6NqxODCzAD4CgBwXUyEEH/F0AR3qagakTTXmmFyE2iykbBYr8vaGEw4UIXQexxrnHu3R16WbeSy9VsmDhpUFvs+6UwrlEZiCDhWJmAi7hRUB4wFx/oeaDzidKvS2YIUyCVgjgDFgqt4iQGVhfVzIfc285o6G4+r/eQconRTrE9AGgIhQtkiq5LQL0Uf1QMZMq/ntxbAAix2A7CdPnrxk9afErNyQ7Hfh7LCU03Em9+PBJF1PKHpwMD7fU4gmoe4Alyw6OF06oEd9b44VbCDX6MI9aWhUIemwQDOAk5pUsyhAyPu5Qpsm3GjbZQV8pl1oKIDBSTGj3xjdbnvUDuNOn4ABnhnaYgI+PRZN3wZAa9YuZINPH722rbvvvttJhVxbLdNX45OwMHu5EhO7ql3jF+PFeZcgDu7thYUETNQ1MuIZPhdaxn/zFrhGC5TEgZ847UBPgD/Az7CwCegYlrTAQMLcG2OCEHWQMRA/BBB0LJfS4k/Wfc8KIByQ74Q8Byx4CuDkmBZ8rhStclvDKecX0Qv8MdendNnpHePr4CsRSg/jb4v8Knyrw5IIYUGqXeHwtDOkhS36tTHFInHe+UjUA3u1Rv2GLwigyTXcHiCoYxFWGKHsBwZNOPbp9CjMlYCfvQJdWfSKaYG3sU5yJZl+Jf7Ze1MAoPyDSG94Utqr+ps4tNdqcsM2Odpvp0+dc4v5uYnDdnv7B1Zo3umAZ377apRyy3bbdu+nLH/i15YakaZsqdnaVq2xzhbJL4iFm2u6zzJbP+3A7Wq05+uorgU8AFpde/raZlgA7U9CsmFtfuELX7DPfOYzNjExMeOMK2+iaQn4SQFsmw9wikP67LPPurBG2vRJLa5s56s5o7u722W1O3PmjBGadqXy5S9/2TgXAPzUqVM2X93QK9Xrj3sL3CgWmM0+JBs0IV0wKadd3em7dSAj5wi41Fz9qgshsLsbTsqpH9SkoEGApjKiyrkmU/pGAYawI54f2m1vjW0RU3LY2iKArTkXEgtgeEDMzjDJyS3SKV0vEAYnfxqsDZiqXRWmKtnoHU3hqnu68AtgqqJPWCuA52Q4aVF1gDUwWkkOw71yP16SZeF29lfO3wIPP/zwZQHQPrGqD+rfI9p2JFGAITRcaNQYIGaTwMdjSljGv9c+satz+nf82ugOPccnrFXZ3/OScUgWGTek8atJMgsQCpJ34Gm/Jv4fiLW5VoxyGEUnJtsdgMozmdL56Nq1KeEZSZKeGbhbz/aqC25qMQHOCxqa9QWfjwXzapbt27fbgQMH5qwSvbiPtu0R2+usFpnQXY3YWKnO3hrdLFB4xwXXrFu3zoiI8cVbwFuguhaoKShaQy/HfJcPFGhegnxWsFBtAkbCNsdPIuQ8oRf7WKRRznY3XqL5OaGQ9dpatNGTjuUZgp8NAiNZ1IE9D+v+UgVme6D9mZsGP93JEQc6btLiMOMnPgXa62gxu3B3jb7ojBIpM10iYu/LZdO4vil1XqBtxvl4SY3X3FEA7jp41V0CCEp/yTiPJ9iodvhbgK9GKL+7YZ0ZZKEPcizEE0mXhClSFCM2v/IWZ2Dfo8Vc9aJQ/8yGp6ym/SFL9jxnYz0/4Z+Lkz4qDb9ksYMSllp9l03qHItdWY97Xv2LRC238UlLlXO2pn+fRc8ctGLvSRvJdVrT+jss1/VxK9b7qNV52XIZTvIA6DIY/WZpksRHAJiEsBMG/fbbb9s777xjt9xyi33+85+flxnQzfr4xz9ugKlMHuZTfvOb37jzORdgAT1MX6prAZx/XvMpTBL4Hf7gD/7AhoaUWVrJRnzxFvAWmLbAbCY1DjKsBBz/YN0fV266wDpAsw9gYiFlo5zvNoEmg9IQDJ1/3G4YEkwKyHx6d8NRu6v5mNP3I3ESpVZJBmjztZFt7jt96xSI2qQkKMcn52CqRvvd9YSfL3UoPEkJmBwRFjY9pXDddsxVwGVADtgYaBX74i2w2BZg8Q/5l/fem85UO7vNfRMb3bOySRnhnWyDprxNmigXNUcG1IRRNC6gkiRDgKHPD+524CXAZ3t8xB5s+cB9ZzGDAiBAmOdpgZqrdC1AKkmTwpIWa4hXJZjSjTnhseX+hP1Z7QXsSy92lOzza39n21JnHSMWVhVA9KqIpAGiEw58eG5oOpx08+bNy20e3763wA1pgVKiRX+jBXzqLzcMT8A+x0LXKAXIid+BVAc6xaPS8wTMJLQd/c3G6KRFFf4eEyOUMdEx1zW+ASGyyMOCD/4T9bGIu298w0X+wUyjch7JjABZZ/sR9AR/iMVf2gIAhXHPmEufZvs8MO0nNXajkxyAn1H5WiTsEQ9ULEYY+aCg4T0CaSqhvAu5b1IiPEL13TnOAg4P1rkkxSu5aCD6V1Z2++KEWKWpFisl2mbeyrJvE/1HEt1bb73VPve5zy1KfyJF/f5jR6zOxqxHvwMSCTH9uykMH7c6kmTFasUWvbRs29V2qlS72nrX/HN7/tcHraG81kVJjQ2k7JMPf8Wizd1XW50/fwkt4AHQJTT2zdYUTMGzZ88aIZ68wlX3Dz4QFV0TTkKI5lPuv/9+4zXfEmZCn+/5/rylsQB/4NvaVtYf5KW5c9+Kt8DlLXDxinjEsRUAPHiRvCd0vknmg64VOn0kQVlIwTmHPdqvUNnZBXClVU75Y2JCoQlIu2heoZ/ZICd8W7THnlz9un2v5zH1g4lEzoVgzcVUJfSWc5h0jNjC+jq7f/P9DsBJyG+QhfXiqwCXSfIEi8T/zbjYPn7P4liABdnLAaC0ygSZF+D8h1v325qaEYuLuUmiDRhJgKApp3lXdmxsdD5hCG2rO2cFAXcsavQx6S8F//6Rrbij8YRjlFI/dSBfMbO4Z1TXkSF5rsI1PDOwz8OxaK7zqrGPTL6PPfaY032vRn0z67h4rA2O3im5jM21PQIuMtabbXIsMo5gF8Dku5qOSRN1vRhdwQLu1q1bZ1Zb3W20BUtZK9coqR36h754C9yIFtC/85r0uYDtGWuwUqpD/96Dxd5zikrpLJ9z8h4sYvICZAS85AyYkbAuY/KFUjX8Ha8R8MjzGjwvAJ8kg2MxGRmLIxMdCodXgjeNYxmBlCOFdturxaZQ+5PxFD30Fi3mQq0EvDwuxj0AJ9qhtBtQLoP+hT9HoHkuH0IJ4CgnlWQR2Z31in4BogQQZWxuS0w4MHZAfWHsZYH7oMLkH2g+7MDPoguD5xIxPEMQVE1FykVdrTFXqCjAL/xPpyPKMZ3O3XKv9Jvj7n/ZYWw0b28dHbFbu3XCCinvvvuu6wlYAJJo84novNquJwbeUOKjE1bXucuKY/p7OKooCIHhkdRqi06ettLgHqtZ/YgBXFarnO4dsveGqC+oE5JPTdOmalXv61kkC1zoAS1SI77am9MCH/nIRxzbgRV3wE4YnCQBIBnAfMHPhViOdpnQArrCIPDFW8BbwFtgJVuAzMSplJgDacVHVcpBhayuFhNzfW2/QrX7xS4ImAYAegFzIdDoC8+f/YmOXbdYZDj2g2JHnMlOO3ywJ3jBrChCN5hRnLMu3UGAViYPsELDAgCzNjmikPd+hYmetoMTXQI/lWhADjjO92xgBABnolzrJhFhHUv1CSNkXOyQNclRN3GamdkVCQAmUNwb4WOL4Ygv1X36dq4vC3R0dLiFwCvpUHJXW+t6rTMxyJxWE2vC0oPJ90i+4CbYWQEEJ5UQCUYnoZck9iKpF+zQmQW9YELqAQxIdNahUHi2eb6ZMQPwMa4MFpqcxvDMa7luhxKAwBhnvACIOCmtUtincy16zLx2odtPPvmkbd68eaGXX/a61atXG79BT0/PBedtrxf4KYCEzPeE0IYFdmyymLeGmiDjPQAo4/XatWvDU6r2GVHykmTfyxYd/f/Ze9PgSLPzSu8FckMm9n0r1L51VVfvC7u5NptNUhyKkiyyQ5RG0mgJ0QzboRhH+I8j/GNi/Mc/HDN2hMMa2fKIFkdDiSPSCu2kuLOXYrO3qu6urn0v7DuQmcgNPs/N+goJNIACUEAhAdxbkZXbt9zvTeTN95573nPOydAjZbORhOXrjthM24dtNnx/F5DW7aL8gXwEFolAZPRti/V+zypm5PYO4KcS5nx1j810vWAn3+u1K1ckndZxzemgU2JOKzqpiympYTAjwJHxDsNGKllguceEBp6e2uNyF3RBYbWz2Kthy70PYxRG4HVJ4rBoFIxfrWLOP1530R0vOBcLQQCZr8soEckRztWqhadBt2hcHIebNK4CRnIsmJ00XORPT+110juM3+RfSGlM5eN2ZmqXjrffjetsGxe7lLwJVmcxHxPN/zb4Sd9Cehyu1MKzFJZp/A5wPnJBcrpm5WkJLWSTs7k33Vb6lVD36sSEfXTgf7Wr/b+4IWPV7VOt6i6Y97MItVE5V+g2oG71D2jJ/ay16TOAxWtDE1ZZrbF8+DXLDT9h6e7Prqrvy22MrAq4Br8p3D/22GMbdn3L9cO/t7oIzP3Kr24/v7WPwIoiUMr4w8lzPd08l+oACS7l1r75CPgI+AhslQiwYINGbtCYeL88fsROKLFGgwqmAWAdwN67MiBCL3Cp9ljtBTELzqscDGBDzudiG+BM+p3hh+Ue3ewSdpielMTCtAiAlVKmAkyJpBxVcUDNiSWZEbMMcGUqW+WMUw7FbzptTRgUizFVKd8FVMEAiUnB/W7E6qwA2oQYXYBDTEAAPZmQMFmCYYcuIg0zE998BO5XBI4dO2Y//elP73o6Jt2UTZaCn+wEewigjnLPluiE3q9y5fJ8V8f0+sLGtt3SvGVSP51vdcZmPWIowZKG1Ul5J9+HU5N77oACHAN5iyfqLrjxh+8y3ykWO5j414tx9Nr4IY0JRTBg4TnX+pzJ5EaBn0GfGGsXAqDEjmtcTFaE+GA0BTuU1tXVte76n5VZLdRc/s8yLjkjE48RgTxhV8qbm7wsRtM1S+77NYGgm2MmF8TN3/sI3GsE+FuOX/0ri/b/2Bn1WGXE8rEmy5rM2vretfM//5GdvCZd7lDELokhialQtYyM3AKrwD8Y6IMz9c7MiN90cgs0049XX3OLO3x/ZzJFNiYLnVSztIQn3OIGC56TMnpMiEk6MZFwpkEs0j4q8BOwc1rj4810k8MSMaBEI1wYpDOFbBTYiGb6Hi1GMx7g8s7i8Q2ZxmFMV9rIOXq0bU1lsVqH9+g/C9JvCxxlEQrgtrZy2h2fIRSWKaXwsPU5JzeQW1zhA+4pIClHYsTN5SM2WRF3pfR6eqexH4AvKGh9RAZ3P/w1G/7Uf1lXI7k7J1vlg89+9rNOBu/xxx9f5Z6LbC5vkPDoWzIb6rVCpM4yzSI7aXx0cdPmlelBawsPyQtei91a6Mtq0bCCD0wLS1FphGYbT1g+sTIZt0XOPu+lkPS3WbTzbWtFwAOgW+vz8r31EfAR8BHwEdiGEaBsphQA5RJhFZwUCApoBzMBtuWEkn6SYBqmHUoD3ePgv8cFfn6i6bTTu8rKEbSg5I/JO+XsvyI2xF/2f8SuigHRo0R+b1W/Y5JNCiCpVIJeLyYYDK9IVEcVGICDKgAHrIOsJirTAkRxjEdb85DKbWFkUG47qolFs4AYDAFSSsyL5WLmwFbcpNcbJAmu9W73V9LtbkIxk4g4RgSlYtNiy92YqXFO2oCzmPQBaPjmI3C/InD8+PEVAaCAjUhP4Ea+sMHeZJEiqm2KjVkvI0Pxvvha8L8YVnqZ6TTGSfzd4zaPA3zgdM5iQKlmHcc+IYMlJv2lWsGADV1aUNhTNWADWjy5opLP9WoNDQ3OLHO9jrfUcTDiWNhYcALgjWpsQ8uvtDGe8R4MeBoM0vVusOEicjA2lQVfnGq2q9euW2113B7bL7OW0XcsFv+hpXd9fr1P64/nI3DfIhCavOTAz1jfPwugGnEszunkpGXy4xp74jYlcLJRLOzf69YigMDAmDQbkfvB8A2zRkrSKSE/m+zWmDRXmcI4xTgJ0zJo5EwsHLNowescfzgj1qQWb+IqdWf8fGX8qMuDWvQarEqYnEEDLEUDmMUetENfHjvqDOcOyyCNY7BYQlVJVLqjPQJKJ6fEYNVCcbPA1k81n3ILU+RCw2KMVojFWafcC1PGz7W8Yf/p1kdtIF5vibj6pit1wKfGVUbvQOOThWuYnDwvMvWLI3tax0yotL9Fi2N4xZe2APxzvwC3n+wOXbX/4U/+xHbv3u1MiDEG3rt3b+lu9+3x4cOHjdtqGjJ6AIyljPvwyNtWfe4/WGjqqkBNLUopNy1UtVh675cEaqoyIZzQQtJ71lxdsIGxuHSvK602Xm2z+nuySK3+9votOvATS+39tdV0xW+7zSIwf+a0zS7OX46PgI+Aj4CPgI/AVojAco7CTMiDSTlMhI82vueAy4h4E5S/Xky2249Hj4uVZPaUmJ8I649mE3f2IVGmzLVNICX7fnvgGRkZHXJ6gW2aJLgyLSXffQI0YFvkBJyCuYTc5ENmTLoPS4sqEZVpkAACyrPgIXREVXar8rEhlYgBqtaIreaYqrmQK9F6T+Bn6aRiMz4HyoGvq3yYawfUwaCAkrYAVPrFX/xFX660GR/MDj4n5o6wjjGHXK5NC3CDeY0OJQBdaWNBBBY329AANWEVUaoO0M8CBhNntoHNxMIG2wDkvS8tSwBPgD224bWFDVY3Yw2T+MAojW1gKuFsDLjQJVbpegGgGMG9+OKLhv7nRrfxccCD+Y1xAg1QtPSyM6E7ZfDoDlZr0QdHaeJGK52Mzz/K6p6h84lbM4AFZe+VuQmbqDos8PMNgTazNjGVtJtiwe2ODVh4/KxVdL6gcXk+OLu6M/qtfQTuTwRgNEcHXxWo/7ZVTlyUpq1KtSl3l8xDoSAdTo0r/ZMC9WbjtxdoU65SpTs27FjmVJ2wDYunMYGZNZVhx7wEtFzYAuMhZzKUKX4/GpXvMEbmVC+fFw+Q8Q/AEukPStMfqL7umPTVOjbjKwDrwjYp0LRVeQPHPSfQdVKSOjPqUz5c1FnGKI1xkpyIReaT44dVeXPO2iKjui7T9ahqRigmtTOcH9Z8hyRNvtj+iqUs5havRjLVkumRxrNAUnRAAWsBXgF0aYzNVPBk9RQINCKGKKAoY7cr7S5u5saQ0v4DnrqFcr2f07hy6dIl9/Zf//Vf2x/+4R+Wblq2j+nzN77xDde/EydO2PPPP2+12RtW+87/YuGJC+6aC5JOqMyLaTszYBXn/sRmdv+yFWKtAkDfdTFsaW23wcE+gZ4DykkTVtdzzMmLhKauKbgCT7W/bzszAh4A3Zmfe3letQb/8PgZi0y8bxUZaVlpFSdfe8AyjQ+7FZ7y7LTvlY+Aj4CPwL1HoKCSnru1dgGOv9L2qpJugZZiHpAIi9sgEHJMJa6jTl+qzulbhkrAT45aKUC0WiWt2k6MLgBRwJKfjj3gmAqUqxeUeDMROC42xbgS/Wgo60rFiiWysEiLjqpFNkVCLIwul5xTYkapLoyMfx5+1LHKKDWnPK1cGmZM16VbuLDV1NQYzFvffATudwQoA/yHf/iHZU97Q8B9lwABdHeRqiiWZ8+qrHPagfl85zBIo/VpYu8YSJK16KwccUAlzG3+AZ6eEXgHgypoAAuLlXsH7zMWsGBQqp0bvMd+MLNYOFmvhlwSpekb3QA/h4cxKJnf3p7cK1b7LTtY0WvtVZNi27PIgwuzZDw0dqLrFxggwRq/l0Z5ZkwlwKGpy5qEi5Wk8TisUvdCZdwGh4Yd+Bkcf1Ig6Gy1ZA1yMjkRqDQbag3e8vc+AmUZgcqUtMevftOcIc2kTH5UdmyzKkEW8JlXnpPWnzxmbYVZWJwyWRQ4SLl6l3ITgD3AwwExJ/OuLBywL6scY0q5yQ3lOIcEZM2xPwkAmugwQzExQrOYsngqVbixgDQlE0fY7UjfdFCaLjYmeQsAIguhVMfAEF3YABzJd8iN6tU/yvHZ71KyzYGSbM/4QE6FLnq8ccaebjjrwFCqrR1AqW1YZEJuJKoF64TK0qtD193YS8Y3q9fJxWKKT0gLV9rNhIXebhWuXB7Jk6DsnmNWyxCP5jZjkLqzvXu5+J97DRZphRzRVU10+62pKVznt0a7efPmnY6ePn3aLRj+4SOX3LhZkJv7mEDr0SGZHGnxrLOxzkKpGypv/6Gl9n1JwPsp4Qijuo3JQkoLiPobmxQ4nqg5YJHJcxpyc1YpUB4A1bedGQEPgO7Mz/2+X/X09LR9/etfd+ZEX/7ylw2dznlNZT9VN/7OIsOvaxC7VRSAr4zKFbDdQuPvW2r3r0rf44M/UPOO4Z9segTy+bydOXPGMSQ+8Blveu98B3wEyjcCjJF3a59uftuZosDA7E3XOyYmZkctmhz0iCVkdfiaF7X6gmNVV6Y1Eci6RD0q0KJaZh5MBAAFAUHQBuVGe6T2kisZQwfLmQCopJ0ytBqBrQChtKTYqBdug588H1USSplZkyYeJPClpWm8X87t6NEPsknKub++b9snAmhd3hUAnWmx1tSEvqWzzriIe6QqADRvCNB/e3KfAz2JCswpxgLYQ7A00fOFVVSp723y9gLAYmDmUhHF1ZiJOyDowkYZPMwkSlPXq2FcSf5AueNGttdff33RwzOmfqv/Q/a8ylcPCwiF+QmGwELOW5P77VVJkdAw9aRUf60tlLxl8St/edvoSBqAcnoP5SbN0sMOrJhJ7Z13aOdanx9yJIBZnwPPi41/Un4RGDjzPZt9499ZT3zYElWzlpnJ2Kjwz0rN8eqjYjuLkYlZEfIeEZmLZTXOkIfw/at2mpkFm8jGBTrOjQOMM8lcRMBf2g5KeudnE/MBUBiSr08ecGMdFSnoHQOoMlbCXu+VTjnjFZqevA6gipwQN4zP+K7vTwxIA3m3Auqoky6wlL7DoAdwhfHOQjH5DucLGsfFGGm3cqUHZAyJNmjQAEcdm1PXXqnr4Tl9ConFmVNZNnlYlSpuWGwZ1yJLelYQqQDbSQG2exOD0vdErzzrYqYMTgzUuNuWfG5UfZrJhwT6ivlYAoLyGACZy+Cet5IOAi32iuqDrdL27dtnP/nJT+50d7D/po1dfkUL+WkZZu22qbE+995MJmM3hgvWUVUhJqh0W6UFmml+zKKjb5pVdVoqO2T9Yxmrbz+geOgzEfNzNioTLG8sdye2O/HB3Ld4J169v+b7FoFr167dWXV///33PwCARoZes8jQSQslb1queq8GJul0FNIWnr4iUFTlQNEGr3903z6ttZ/ou9/9rr3xxhtGOdtXv/rV+1LOtvbe+j19BMonAtmsnCqXaZ3RYTE/R10SXXQiLZat4lg8KG2r9tiktRakp6VEu0HMBxI9tK1gcgGCoNcJgNIg9thzje/YPw4/9oGzkZyTsJOm35IpCpN/DIQoE4M1QeKOAzSmKqWNCQoTGrRBy4n5WdrHxR57AHSxqPjX7kcEYB/DerybG/ybAjkxzdgT14RYpkeAkshK4MI+V5o+K6d2adNpIeT9qW5XJlnlxoDid57vJRP496aZ4K+sUfI9ISY45iCAAAF4yrjSrrJQGFV9yxixrewsc1uNjo4aLJ9HHnlk7sV1fsQYe+rUqSWPylj6TxoXfzD6kCtjBdyA9cl4GLR7Yn8KkYjd+q6FVZ45LUDn9FXpG6raqbO91Y5WjTu20v6aUesfFHwtphxyALvqxUKTbEe+Zo83QQo+BH9flhGI3fxHy77+f9ju8DWL5TKWTWoRRks0LVFlHmJROkAwPOtK28lF6lVaPqn1FUA+jIOK7E+9r3wCULS0wdRkgZWxbLHGwuuPRx+U0VC/Y8gzbpEvYRpJKTtank4PVEfmWCzkDmmfW2LOP1x7VeXoWTugfftvLwa7qhh97zGbvJ5qto9IOogxFLCSHMpJijgwVAaRAkRhntJ/JHZiyrlYMAaHdCXtup/Tcy7GolrAK++l82E5xuek6zkjhmJCY40A4lDBAcOF2YwzOYoWsu6Y5FlIFI1J3ojfhe+q4ubfH/m/HdIZAJ8O/HQBIn6zMoyan6s9+qjMgrZI6+7udljB4OCg63GV4ptNT0s+QHCwyp9Kc+ZcTqadM1mrqRIArXjlmh62kCQXYB63H3za2qQTCvAZnjhv+XinZRuO68dxDmTfIiHx3VzHCHgAdB2D6Q+1dAT2799vPT09ToQZB9R5TSN2dERubtPXLVt/1N47d8WGhoaca92hg/uteuqMSxgr2j9usxIwLufW29trV69etQceeMDq64usqnLu73r3LWCxZbQiNzY25gHQ9Q6w8WJ6BwAAQABJREFUP962jYBj+ixzdeh6oq8JY4KS9tImxT9XpqXUXsBErdOswqgELUDE9NHBqiAhV0Ye1vMTNZcFqlSLSVFkNQXHgmGQVgJfK7CTMlcAFm7oUZ2ouWLVNuPK1YLtg3smMLhPL9QpDN4vx3sYeBgD+OYjsFkRIC+6GwAKhHlVRkPcAA2YVMNiqhMYSgk6E3++fzynzBJNYM2i5y1S7JLjO2WeMKgot1xJA/BE8zImYADpDMYDAEEm6piV4Bp/OdW+4FD0bj5wsWCDZZ9euHBhQwFQTOYWM0Ba2CkkPG7MLKhSur1RZ2fnws1X/Lwy1ecc3dnhvRvSZU2KGqd2/WavtRw9ZK25Ny1RGLaPPrBPRZtRB/ZU5MYsV/+AZZT/+uYjUK4RwJgm3P+yNVUMuvL2tEDGOgGBjFlhoXMaktzIUMF8T+MVYB6AYVtswuUpxesqgnYwMll0KQVBWdChKoXFoKVaUeqjx739TrjHPtbwngyKhh04WSuwFdM3QEfGMowfg0WdK9IvhzUKkJm4vXA0ka92YOjrEwdVen/dgaPkRZUCcCmrz4QjAidTYuI3u3G1CHhWCDCt0Xg5rmsCytRQrCGxqOnpcEp3TQC5QG+yuHPPXX6mR9yzL+P4e9Jo7lGfqKyJK15RAaZZlW1z/ZfSHfaD4RPuOr9x81n7ta6Xiwd3rxT/Q0OYs/zPV3695FWzH/7wh/bwww/Pe61cn1C+/9GPftS+9a1vuS7y28ZnVlGYsPT0uMViMVdVWux/wf09zYhZCzsUMyQA0BCyemOnb19iheXiXQJHH7Js24fL9bJ9v+5TBDwAep8CvdNPw0D1m7/5m4uGoSI3rZXvEZUCRURVr3DgJxui0wSQ9sTBemkfTUlAe8jyZQyAptNp+7M/+zMJTuccy+AP/uAPFr3e7fzi008/7T4/JgneWXk7f9L+2tY7AnfToiS5B4BQ4ekip1bpuxPRj9h3hh62X2r7mXNpLr4m0FN4KftS9j4m8KJJYvywHhYCoOhkHoz3OrZZwSYdywvQFMCF4lu0umICYYtATHGyAjDLsYdlLLRScGWRC1jTSzBKEirxh6G1mnNHIhH7whe+sKZz+p18BNYrAiyU/vznP1/x4WAwPVx72RmPAXoygYZxfUOSFUyy+R4u1tCwY6pNWfxq2qVUh5uMH8nf0mQ/6Y7BBBzw8x2xSWGjNmuCfjAhbTyZL8FCghl6SaZsfWJOrraVar6tdt+7bU9+xuT/XhvmVWttGMOYDDtYyE+nb807zPUhyYi0dGttS59hTZfFCnnp08U0kd9lM10vuAn9vB38Ex+BMopAVGZHkeRVi7XIXHHkrHIGzdk05gB7AgIyBgEJRvWbjSkQ4xcLDSzQcg+jEtmNpvC4ytJlXmTTrtyc1ZwGAY0ci1L0cyl9R1bQJjQOvT5xwI2RmLmx+MOC8LiATVcWL03loM0I+IQNejHVaUNivtPQEcUUEn3Pg5LEIM9AJ7QmnFGuEXUayPUhyRZpPYnjOr1ld41hty+l+K7kXYOiy5QcECpDJg3BEV5wsSnuy7XlVSafUGk743hGpe1s8r5A0JZIjZM4QoOUHPBlmUD9dEzsxdvt1aljduFcm/33B//eVfuwH3G+JmD231/75WCzO/csAMG03yrzM6p0+J1EWo12Qb9J/NYkkjesuX6fCAF1NjxYZP3mBSBfG4vYW69etRdeOGzJ/b8uI66T0le+IEeqSVWSNmox6ajK4x93kiJ3guIf7MgIeAB0R37s5XXRs3L3g4peIZdhgFKYUMEq/eSkBq2CKPwVSgoryvvPFTo+4CctlSqu7JdXpDe+N5SHfeUrX9n4E/kz+AhsswigLbdcw2UdF9KGqBSd5BxMCVfQGgVOkDSjdXV1pt1eGjtqHe2jTlifyQcNcITy+LAyZF6inLZeE4NxlYgFjdX1N6R3RxJOSVdPlbTn1JicUFrLZAWTpb0qx01r0hJV4o/TKSYEp+X4TpkZRgaU3cOyoESWErL1bgA5R6W3he5WvGLGJfyU657ThAFw5m6NpJrfGt98BDYzAlTFMBG9dWs+GLZYn2BFPV1/1unYMbFmMQJGeKu+c0zOKaMsav0yGZ8r7WNyznspGUCsZpEg6MM1MU/RG6UklPOWlsMzPjxSc8k5Icc0eWexBFC0TaZs7wogpUx/NY0Kko3SAX377betr6+oGbeaPi3c9l60zWcj1Zp4R81mRp352sDAwJ3Dh8CuQxHLNj1uqb2/WtTBF/iRr+pQ7usQkzvb+gc+AuUUgUpV70X7f+TMaSIzYi5XJF3Jt/5wb8N8+rNX7gDQxxJMJX/PAgvJHQbSNW7RhNJzxo7jcmfH9K3IcBeDVJtmVCaO2dsPhh9yYOlKr70302SjIzUGAx7X931V/U5fk9fpW9BqBY5Suk6OxXhX2hjjmjXG3lSO46RETJVt2p79GZPRVWfBh5wHl/eQIFfG5rgMzXCGh8VK+TvcfcyNqMCh8TpMT3IqpIUqNXjm9BYwMQtbQeSGtLDMDQAUVinSRAvbkLXY/3jhtxa+vOTzs2fP2mc+85kl3y+3Nz772c+6ykpwgR8NH7cOmW7utgGrmbho1VGMjfI2pcr3fn2ufzfwoPVde91Y5P7kJz9pMx2fcLe1XhNjNLniTqzoXGvMtsp+5Y0obZUo+n7eWwTkwpZPdEub45wo68OOng8rAkAxEdGPQ27KMrGj0u1QIljGrba21r74xS8aZVwPPvhgGffUd81HwEeg3CKACchyDX26n40fclpZsC4TBbEklEAjpE8DaPzp6APuMQL549KJwrGUSQXABQk3pVTOfEAJObqgpSVmbkf9h+bdj0ePO3F9mJ802BCX5SBd0PmOqRysQ9paEZ0XJ9dBJefvTfU4sBSmRNFkgFL9kJvYULr75sQ+0n93rHv9j4nBk/UXNJnpE+A67YBYJledFTIpEKgbm8oazLXlWkfH8u8vt69/z0dgPSNA1cS3v/3tux7ykMw/0OPl+4xuXTCBH9d3mkWHpEpGx2Ue0q1tAAtwDYZl1Sa9zpFMtV1LtWhqvbbvIPuNliyU0FnK75HFAFwYUtnnpAACGuBAZ9WoW5RARxQNvtW0S5cuGfIU6936+/vv+ZDkeGi3rrWhPZdPdKoM/qod7GpzC+Us8oeEfu5tFOPTMZQOOdbnWs/h9/MRuJ8RyA+9a+Nv/F+WmDlneRl5FaRtG+QkRcATBmQR9KNf5BwslAAIprSI+35yl8srgj6/N93jxo5alXwnc1EZA8XcQupLo0e1wPtB8C/Yb6l7FnUvJDvdmDjbWCGzyCHlKEXXd3TRYYfSX4DF3ttjWOmxKHMnZ6Kv3Bh/MUcC/MyKrQ2f9WJazFHlXI/KRLIlOunGW/IfFp0p98/rmgF8nRb7nYMXgVEAXtijsGCJDblMcbF6vsEcfeDcpQZMdw61ygfnz583NJe3SovH4/b5z3/evvnNb2oRP2p/0f8RyRu8K+OqXkuoSrSlTX9DnUfsmy9j6lnUPC1dXFrrdeJXQvl9OBy23/3d37WWlpa1HsrvV4YR8ABoGX4oO7FLmbZnlRRet7D0Oqok5P/4sd02NnTLWuIZy9Xst0zrh7RsOP8HoRzjdPjwYePmm4+Aj4CPwGoiMDGh8si7tNcnD4oRUbCn6s+LISFTIj1G4H9Yyff3hh++M0GAkUn5e1TMgoLKgpgEMAWB80Dizn48o0xssUZZ7empPYu9ZT+XJhbO0Bwno5I1mJ575UQKI7NNK/PDKpHFKZXEv13P2TYlRsQZ6QmuR4OR0RMbdDqnlHkxKaAByAAQoePVK4CIyQp9hIUBUEzZWwD43g1sXo9++mP4CKwkAgcOHHATrKB6ZKl9WvVdQoMOvboA/GRbvn+wMnE0BmzMzCaNbZkwMwkHuMS4DD3P9WzdAj4BDyY0/sBMDxos05FMwb2H/t7Y1OoAQ6SP1hsARQ+Phel7bfdkgMTJVek00/FJyTmNWpUW/J/YFxO7LW7RWVUMRQSu1B2xTNtH7rWbfn8fgfsSgdlc2s5/599Ju/ac3dJ4UyvJBsacVC5s8aqMMD8yDmUe4H+6YwE1p8WUCPmHXqjSbzbMRhzQg8UZfqOR2bihHIaF2Ix+xxlrdkkPE73QfpWlr0Veg9//U5N7XQ6EbAeLw5yL8epqulWVLwcWBRddfqH+w8xkEReddG7oeDZr/KOq5pr2H8gcEFN0ynYrN+mUoVml3gcAJgLuXrEoqoLyXDeOKbAzp1AAajrWqFj0M3mZ9eh9FrCChkFTXSQthmrLnRL94L2V3tfbuH2m7ZRbEJtSPvbOd7rs4Mf+1Up33/TtDh48aJ/61KcMo13A4n8ekY6pbujIxkYa7dd//deta/hVGxTTn7YeJf5BxQC/zfiSeAB00/8M1rUDc9+wdT2sP5iPwOoikK/Z51zeq0Jxq0zdsrh83qo6Oq1Q1WYzbR+ybMtTqzug39pHwEfAR2ALRWB8fPxOb8MCDWEZAGKQoGMw5GYR+v/nE4cFTu61/XIsTWgCAcBxBXamS6uLhyBpJ+FHh4vJxqySRCYglHCFBYoCCMDU/FjDaacnVbrvnU4s84CEPauytGKbVV/6HPgJMw1AhkbZWjodVZn6sHNmPS8WRgBWFvdb2/+dYrsxeRkQu6z0eACeE9I3ZUIFy6MukrLO6IhjwTEVwbkeEAimx93AprX1zO/lI7D6CESjUVcx8tZbby27M2ZE+grP+54HO8DEhjn0/nSXm6SzEAD7EzdlWE1o+wbgf7DPvd6zsMA5FjMlQSOPkvliqejqzoQ+HaxYDDDWq2E0hQbovbb1ME3L1x2y9N4vWazvh1aRvGXhQsby4YTla/dbuvMF6YMuL4Vyr9fg9/cRWK8IDF88aSHN1/ISGU8LFKyWFAc6xTMVknIQU69S8jS0nJzT+Q1GjidCHbgaOUdceclhVY0MZ6XjmKl1Y9guLXA2qpQcd/QulcJjfATgBdDF7/14PKHxrNXpe642bwGoJA/YpwVbTOEwRBpR/kQJO/nDYg1N0KlYldPhhNEeNFitaJVemwGUrFXeE7Vv9H7E/mXXj1x1TESl8TOSJaJEnsdF+FMAqnIUFoepxmHMZpxDE7VWx7qYbNPCtYOMnXkT0kMsVhNTgF8kRdZiNPmFllfkYv++ckH024vHz/f/W7v5539sP239N/b8889Lenht1QFBPO7H/ZNPPmlNTU2OlRk4wPO3kRGL/utf/7p99atfNRapqqqq1oWI9MQTTxh5OSXw670odz/i5c+xfASCGczyW/l3fQTuQwRyjQ/adO0+lcKfl+mRtD/Dccf+nI0VS6vuQxf8KXwEfAR8BDYlAgEAuk/A5uHETZeghzRNAFCkzPxtsRcCphXJ9hmVii3VYEPeTDdYg4BC2APoU4VdEq493PyjqF/1kYYz1hqbtL/qF8O+BEBd6ri8jjZowDCDtQAAAjMNlmUAfgb7M2FJitEAUIvmKKX599oAcQGGAXcWNs7PZOGRussCZ4rsT7S9mETARqWfb02ZT2YXBs4/39QI4HT7zjvvLAvMw8pmwg/ouPB7lhAYCfuTbdCLQ3ZioxuMU7RGmdynIZSXNLTqXBmntlltGxwcNG73Yja08JzrxfiGrbseLVd7wOW2lekBq5ApUiFSb7Ox1ZtGrUdf/DF8BNYagf7r56xb+UCNytVZYCXHANSLy0k9rUWZWEhwm95A55Ji8UoHflL8zuvFwniAQCpHYGXy2w7QCTCZCBW0gDLoxjzkfc5Nd7r3WiXpgfYxQOA7S1SpLHc9mLS9NblviU1IjoAI5xrl8x1aUNpdNegMkWBPMr7VqzR+UMDnpWTHHfC0JTblKnLQIb+u6pQ6bcN+LibKR6hIYfwGDKZ6hjymmI6pBB4jply9/XjkuD1Ye93pKLMti82M6Swgc1tt+3j9aftY43uuz1xZMFQDRPdE++zJ3n8jVmVhy2iCMgb/xm/8hv35n/+5M0kO4oF+9MWLF9fV4R65k1/6pV8KTuHvt1kEVp+dbLMA+MsprwjMhqslAv9IeXXK98ZHwEfAR2CDIwBDCfATU5HOqjGblv4VAGKLEn4Yj0wq0PhciqlQ2j2S6ZxugzP1Yk+g23nj9sq/XEg1uaABUKBvdaCq156ou+CYpaXHWPgYEPERaVxR4sV+PKdMa0rlrzUCFpdqc9OJuUdLbbuS1wE+KbMrAkEyFClpaHkRp4AtgqlBwHyDjbavLmlHHmq0cMfqtcRKTuMf+gisawTQljxx4oS9+eabSx73hibVTMQ7omOSumjQ95oFAMzKJjXBNrGoat1tyQOs8xuwoSYEuLarP9O5mAMqOAWwBiAFusGDYnatpa0HW7P0vOvBboJ51NCwjoZulMTG20u76R/7CGypCBQG3nILonEtwMBWBNTL5Sudmzm5wYSkMKrDWV2Tg/nEAJUeqAxtc5LlmcXYVi9TTk5FSoukzxg7WDCdlFM74GCN8gy4o7itownKYms6FbE9qirZI2DxnBjvnPNeGyAlNxZI8+JjAmxeENuSvmE2+bPxw46FyuIveQcLURhO1qpfH2t8xz7R9I4rTb+RbnSSO6Mq6S8FUgGH0WSPxajAyVtUZyGH4XVytX7laZw3JmCX63xp7AFXoUNeRQ7Ida/1Ol9ofduBn8SIcxYbnwfAtBaDxcC9cO1rFhrbY/mGo7ffL+87yttffPFFxwQNDJPpMVraaH9+/OMfL+8L8L0riwh4ALQsPgbfCR8BHwEfAR+BnRqBQqFg2dSEHWm4IZBjzG6JvYluJw1NTYxMKOcmWT01te+uYYIhOpyrc8fqliEJDAT0pygX4jHgJZMN9KYoBTtafeuuAOjx6mt2KC6TI5WnDctUhcScMlj0uWCqonMFwyHoN52k5AqGR2+hyoEld+34IhtQqs85YJEyWciKWYIkQLticlMl94HjNaxXGBfArJSd3Uw1qUc8K7ZwTbt17pXWmErjU1NXLVd/JHjL3/sIbHoE9u/fvywAiswFE3CLz6o0dEz9FatKf94slFDi/rZYTetlNLaSYMBKpxSV0vy98SEnP8H3jQn8lABRpCZuiAW1llZdvbg28VqOxT7r4eC7Hppya+2/389HoNwiEB571/YV3rSaWNrlEvzOh2aLFSuT+v7XaRxISb4nJ1OkolRPtYBRsSBDsDelEapcgayBhRLyhIJNO+bnuJjssDubtLDDIi15BiXjsEQBAgEKqTyB9Y7MBuPQvbSHay/bwXivG1sxKUJ5o0slzyw0/UxyQyws0Uf0SFmMpsKEcfj5prccCzQsoJZ99sT67KHaiDNAmsoXGfhp5VeAjsSC3AspAF2yzQBEgn7qMYxUnOcpkcfUkeu8obJ6zsntXlrCkop9xpXZZzm3GnkfOWCxacRW55+qeddC575u4d3PS6P4udvvlfcdciS///u/b9///vett7fX0I6mISXjAdDy/uzKpXceAC2XT8L3w0fAR8BHwEdgR0bgzJkz1hgadwAeyX0piEjKCttqX2LAlXGvNEBn5MyOUzrMR8BJUl4YkiTAABX8TyLsmBbaZrnGBGZP1YCYqNPOUIWJCQ02KqAkSTvmBjBXcZym/5Tew+oY1ATisjS2AqByufMsfA8pAMyVAEFhXjAZwnQlon6jpQUThEkGk4eItE0xP4KN0qjtF54vkUhYQVp7FdLcq8glF57KP/cR2NQIjI0Bai7d+M5iQMaEHCOwgB2E4zvacJS/3+/25sQ+TexDjo0FIMGogg4w4CeGI2sFZClnbG5eG3i6WAxwEeb7X8oWWmy75V6rq1sbm3W5Y/r3fAS2YgQqk70Wv/wNC8eS7vvP2MSiY0JZgHM9V07AkitGQQCEmCGROwgnVJZQ0EJpkY1IFkEuEWLkECtUEKreLeYWQVyyep+KDo4715S9KKEJYLy511f3qDs2bAcEfiLp0yeNzWLeNev01xljZ3QdPxo94fpIvyjFH7aMfbH9ZWd4xAWllH/QkZiAXfKkaCyn/aLS8+xwrM1JLdbC7OT6iQMLuAC8McVrNFPlDJSoaiFO3LjW9WrVWuydFShdzP44KoBnydFdAGXEpLwqPnXRKvplxJbYZegUb4VGifoXvvAFQw/0T//0T510ytGjW4PFuhXiu9376AHQ7f4J++vzEfAR8BHwESjrCLz00ktiRIjbIAbCXJnSXJcdYKnysUgJgDn37uKPMEe6KSbB4USv09YCBA0aQAWTE9gMlMoDYi7X0BIF4AB0DMDPYHvMllqik077CoMBwEo0wTBmAZC8km63cwJoVtu6NDk5JtZpp9huIyopG9ON66fk1zmxFhI2lqwRo0Rus4rNhErxKYnbn+h3zBBYJehnBQ1ApTI7ZAVpShci965FGhzX3/sIrEcEJmXkcLfGOHAp1eFugP5rBRjvdp6Vvg8bC0Y6OnkNtwEOxgO+n/fSMpnMvey+6L5HjhxZlmG76E4lL64nIFtyWP/QR2DLRSA6/DMLTV+zmcqYTWdVpC6QklzCAXj63c0LdKsU0gacif4njZwDA0bSEPRBAQEDDUzGEcBEUE2OxThXXMDMuWOiWxksaHKO6nDG6WLCnryXBsjZrHyCRaS5RWdc6GvdYjHvFZmn1VqIvancZsr2aiG4KTwhIHHWGSoF58cUUgX6Lq9qi4zZVLTKKIWnggemqordHWjLojMapuQzA2KvYnJJgxEL4Irp03q1wWyzFSpCim7RhIkg8znQHCiqmAMkc/3h2C6rTd6wyOjpLQOABnGKRCL2e7/3e86wqLHRaykHcfH3y0dgbnaw/Hb+XR8BHwEfAR8BHwEfgQ2IwNTUlM2K+YluVqOS7FGl0qUNMI9JAcky9yttbE/qS7rLyj8urKS/vMJzxwzVZAXB/uVacUpCysyeH2wk0UPS+3t17IjTKXTJvFgNfTAm1qgDeEB6qEw++pWcoy9Gw1keU6M9ruQ2YT8eO+ZA44ImTVNuIlFhNdG8HU3IXbYuZclYtyYAYcf+aomL+ZlKWqFajI6a3R+8CP+Kj8AmRmC1+pJLgZ+MFXvig85UBPCBRYui+/G9gQXLhSYpiYvkTHEiv9x2K32vo6NjpZuueDuc5ZfTWL3bgVpbW++2iX/fR2BHRCA0LU3xfEb6mFViN0o3U3qeAGtkB4jrOBajEozMbJUYohWqypDmpUqwXR6hMQkgtJAHEgw7GZ5KLWICfGLMU1A+YoLsigApmpgzyotCktWI6nFKC6BTkuCpscup9nkLnGsJPIu6MFeD/KL0GLyGvMfR6ut2RJUo5GUYvuF0D9vTlbPfyaaKe6JfWqf+EgkWldvlYk9MhgSoshhMSTugK4vEA6rqYZGahnQQi8gBe969ePt1tEmR9kE/FWCWXM0BxsFGd7m/nmp22vLOj+r2tmRy8GzJ21gkvjXTZMkbw/ZohwDczMhdjlieb6Pz7MHP8vxsyrVXHgAt10/G98tHwEfAR8BHYEdEABOUocGUAxGblOCjMUXSDFQJoFFkQdZIU69lVfGAkQkYGYCf3LucnaMESKimLBemlwccOA7l7p2xEafDVQqEUmJPCRXbkNAHSf2qOrpgYxgL9ZokoHG4cHJCKRpOrExeYJ30y4yA1t3dbY888og99OADVn3tryw88qaFUn02GxIbrTAq4S0ZNNQfs5nOF4T8rh/LYkHX/VMfgTVFIBq9979JyuKfrDvvFiH4bsA2QiIC1tLp6b2Gjmi5t5j09yhtXO/G5Jhjr8URPhQKmQdA1/sT8cfbshGYzTtm4Wg6LCdxVZIIFASgIw8AWIsJ8GRRUr+4FhFYCHAY1RuYHfGbXiFgsSGC4VHU6WOSO7BYynHaY5MCPCPueOiFAn4ChgL6UWLeJ8Ogq9LMfH+6+57DR3/pN/nGQlARpinA5JMyiMSEiW3TMlyC+UmjggbdU/oWtCC9mlQ1ymsTh8QUnXJjMNeHISOAMUaXD9Vcdou79RHiVlyMZqH3QqrL5YAcD3O5x2ovOi1UjB2pcmGRd2+8wR07YI4G517q/v+8/in7nw58W4ZNSWWTytzo5O2GIea7kkqiTY6N2HiiYIldKun3zUdgB0TAA6A74EP2l+gj4CPgI+AjUL4R2LNnj9MvOiUjEwBL3J73i8VFglopVgSMhytK+i+tEsAYy8Zvl6AV3d+LTM4gDrAtpEmlxL5DTIXL6c7gjQ/ck9DDEsAwqbtqRI6ntW5CAPi5S89hru6KDdmnZAyAThaahKUTgw8c8G4vKEsvTjOK/y/cPJhoABADHuMI2t4+56ic2vOrFq1qt/D4u1aRkXGMWKAFsT5n2j5i+epiwr/wmP65j8BmRgBw7l4a35hHay9pgj2gJQ0rOgsLhECOYpdMxJj4op8Li6icG3puyAHwvV7PhtHcWsBP+sDYAgjqm4+Aj4DWE+PtNpnMWj4vJqdyCH6luQEaOhkfsT3DAgoB7vJ6AzCUrQA/2bJCQOikxqLzkvPA9GhQ4N+lZJt9uPGsHVGpeVUFesLFMaxPC5yAdLDZcULHMf1ejY/oBQ1t9YlYXBqgkwJgMVNyHXSLzvViXVbrVlOZdLlMYEhEWT8GTVwRTFcH1t7eLx5STHStlJTf1GL1jBa1WMBmEZftaDBXAX4PSZqIknrOiHwPr8PUp5FXPS7wc7dyQBZ7KaNHRxSZEd5jEfgnow8QUbf9cv9lpcz6by++aF/t+Ud3vLDAa05KP8kra8RYHc9lXJl+30TcdsV9frRcPP172ycCHgDdPp+lvxIfAR8BHwEfgS0YgcAAhST7pyrrxvyH8m8mFLAGcHm+JCOhlSS8pZc/VYirxCzkknCSZmqeYDDA4CQBhvkglS69XpDmlTSoStgMpcfh8TtTu50uFtqczZowCFLUBEElUzpGTId2zFW9Dku0TeyFV8ePKHmPOxYFJV+w0WBCrIS5QN/Q9+qaHXEJf+k+nI+kfSSNO2vCDh7aPQ/8pK+zYnjOdH5SjqYft4qstBX1fFYGSL75CJRrBADo7qVh5MH3DifjWyWSFnyP+L43i1V+TOWcjkWuCfBYVhq6t0sw7+W8670vcdgIABS347W2pqamte7q9/MR2HYRyDQ9Zn3pfxJwOKEsoMLGNZaENe5gspjVYigZBr/RRU3ziH7zIw7A5Lc7rm0Y6Xq1UPr/DTytBdg5BuXfDz1uL0lGp0c5BuNYb6bJgaMbFUCMishX9qjMvEeLRDAsATjrZB40MFNnB7TgGwnN2kB6TtMYjWNK0imPD+k6WbBmEZlrJ8dhkemicrVPNp1yrEtiQDk8C08YwwHeUrXCjfwOYLhUq5xrhbHfrNgCfrI/8WBbxvEq6Z9yf166y71alF5Ji4qReyHV6QDkkFi5CQHTcbFpAalbIjLfFDsUEPrKZLV95x/etxd/41mrqlo/SZOV9NFv4yNwvyPgAdD7HXF/Ph8BH4ENiQBO2t/97ndt//799vnPf35DzuEP6iOwEREoBT8A+96cPOBOg2OqAy7XeNKkAMixfK1zRkfvSSmv2Bes/ivt1n1tWM6jmpQ823DWnm44LyZCtZL03XKbPuzOCHvhcPUt64yOOCOljCY3g9L0vCqmQofAlq4KTVSUjl8TQEsSjzELbAp0qzAVGBVzYZ9MiRIqbQN+gBUaOETfzXgJYxVAm66qUYE1RRYF/cFZPhfvsqujDUroY3b8+PGloyMDgNlow9Lv+3d8BMokAisF6NCi69ZkHQkIwAbYRrCzMdqAcQWzamGb1kT6gL6HsIf4btJgJQEwOCd3MavKqW2ElttK47tYHA4cKI7Hi73nX/MR2GkRwCX8zPRuezB/wbpjaeduTp7CAi4GaEhx1Gh84kefxUwekHOw+JoRWAhQmBBwGJUWaFaExNIGI5Tb/WgwSk9qoZaFX4yLMFQkj7mqSpsrKllnnKVEHbX0oAH4ot/ZqSod8jOMGUNaQM7rGWPvGxP7VVEz5qpqJrJV7niMu4zbMZXMvzT2gAM1Ga9hz44oR8JAqbQFTE9yNMDWKu0HyApYyjHIx44lbiwBgGbt0ZqrkiHI2qnxPZYUA3QPgCrmkdKD5nxtAldhn8JgRVYAQJW87uT4IX1+Y3by5En7+Mc/Xtol/9hHYNtFYP63bttdnr8gHwEfgZ0SgVdffdUwkzl16pR96EMfspaW1ekl7pQ4+essvwgkk7iEfrDdC/gZHO3lsaP2uZbXnJkAiTpaUlFNQFj9h4nBZKRJoKKyYMfoaAmPOxDze8MPCRh9XxOcYauPJC2vsraQJiywPQAxiyXuFQI/m12Sz/lgqDI5gE0B24xtasUSnczF3HkbY9OObUAS/4qYHstdH6Vv70ztceVzTAjQRa2MVFnL/mct2v0h+0zbC/aCOBieqRB80v5+K0dgJaAfzPCj1TfcZJrJK+ACjKQbMy1uYst3232R5wViVvIUI2L8pFWjipxGsbQcjblaTcJhFr2s7+Jq2eXzTrGOT5ADicc/COLe6ykAQHELpsR+NY3S98OHiwtCq9nPb+sjsJ0jcCHdY7n0PgfIAcxNCVyjWoX8oFM5Q5fGHLDDgLlInsF2lILz+8/zoCx8M+PEgvNLypEaVaVSI7CRMRW2Jgu4T9efc2BhrAKH9jmmKpI/aZWxw98c0gIUi7nc/3T0iD1Sf0W6qMN2I9XoGJdcG5UvAKBUz/yLlteVF0Uc8AiYyvlh5Z+a2utkhdieuMEsRWeUcZ792ZZG/zCD6paZEixOtNmD9q86v2fHaq65/YBsv9T+ijORfHX0sNsWIyY+BfRGRwVWcw5+A+oEWKe0IBYwUd9991372Mc+psVyaaNKwyCkcdM3H4HtFgEPgG63T9Rfj4/ADo0AzM/e3l7n+Lze+mE7NKT+su9TBNJpgRMb1F4ZP2oPCIwEOHElV0xEHE5CKlxhY5kqsUTr3NkR/W+OTtux2Wt6R8CoWANRsS6vyUm0QSBorfgEAKKUTQFewqCAmVBkqnLQ4o0knfK4hBL9Cyozw0CANpwtOA1RjoEbKmYGy7WLKtuC4YbuaF2sYJ/4yC9YRfsJS9fut7npyHJH8O/5CGyNCLS1tS1r0sPk+Xj1NeuoGrMRabfB5MFcpIXvqCbJ4YpWN5mGfQQoyrebViv2EUxqvpu96aY7JmWwtdAG5bjdAisAUcuhPfPMMxvWjaNHj9rp06dXdXzK3wFOffMR8BGYi0B9fb29N9TjAEL0vyn9LuqJj8jAZ8KBeOhkkmvAZMQ1nTwAcC8kwBCzxCAvmDvqZj2qcP1ZaOB4JtmjPGZcC8TTqkKZdWAjJeRNWpDlWtE6/099n7jTaSRIaitTTuOT3Ki0jUvnc79Y+BL4cNqbkxqjKcdh7IUhSqk7xkk08ide4wZTH2Z/SjICgKCM+SmBr2HlZe3qG9rwtP+u52+l/9yn4/BMIgQKNLIEsEX/RdsbTkLJGTjxAajxebRVabFbzFd+P55pSNnRmpti9u6y/nS9TX37SxbLDIidmrN4+zGLPfQ7lm37cHFn/7+PwDaIgAdAN/lDZFW6snKOXr/J3fGn36IRCMq7dvLf0nPPPWeHDh2yhoaGDWGQbNE/jXXt9k7++1rXQC44WPD9XfDyujwF4ADsuCnWJgAoZeSUVJFcA4qE9PtToVV+ABNYD+OZvDSwknZEbDOeY2LwTMM5GRPASBCD1PWqWNImf9cik0HMM0rA0PzEIIljc66+bMO8SQ4ssyExRFtUJo/G6d0AUE6FAdN56X1+6Re/ZNGDB935/S+m+xD8f8tEYOF3aiuMXTANlwLo9ss9mEUFTECYFNMonbyhifGe+JBjGKEvx3dvtxYXRgQwUGIJE4sJNHIUvBY0vu/DYjqhz9ui45YDAHrixAk7qO/4RrWnn356yfgudU4YqYv97QSv+Rx+qcj519cagdKxq1z/vh588EE7d+6cnZ7co5EEIG/IjU9RaWOysJoTS1KJxR0gLimmIhI5EYF+MBrfkdTO/WgJjYddKldncTejBVnMjiaUD62kvTJ2WFI/o3YofksSIylrrpxWPlThAMj+bKP949Bjdw4DGxOwFGmSxSpbKHkn90JG6LoWosSrdPvCmO3R+A2IfDnSXjSa1GNYsoGuaLaQtbjkfHCqzwocTYo1CnjMNrRjiatyh+934Ccl+/nbC84VqvgJK1mqsox7n75htDQtAPVYDZUEExYPS7dVOvHka1wrgCgAakW2aMCplE2C0Sct+u6QpdK9NrP3RU7pm4/AohHYCmNX0HEPgAaR2KT7uro6t+q/Saf3p91mESh1Qt5ml7aiy9np17+iIK1xo3A4/AGzmTUeyu+2IALd3d02Ojq64NX1eQrDAIOi66kWlagVgZPDiVsOFAEgCSkphwEQlKNRnlVXkXLlUSTFlJ6jJwWxAFYB90x4WLcLzc44FhmGKiQ+gC91oWmnpQWLIVcIOQ0rHlMOz/myeg0gFSbDShp/d1/5ylcM9pZvPgJriQAl1RtRVr2Wviy3z2OPPbYoQAfDut4ZiRXugJ/BcZhso+0WZ3I7td9NjAEjavRdpMyU7x6A6S2VPzL5Lm2wgNgGptBmNsDEX/iFX7BPf/rTi4KN69W31tZW93eQSqVWfEhKQZfLK1hw9c1HYKMiwByRW7m1mpoa+9a3vuUYiOQMn2uZdGPNSA5zwmr3uF2AGprds0ocGMNmK9AJrbJ3pR/6nm4b3WBEIsXDIg9anYCGsOMvSl/83Wnczh1dcpluVNq3B56RI/sF505fIzkfdJdvaDH5pdGjruQ/KhDyhDQ3u8S0pJwcFmhMuQ1AKaX0QasDAJWE0JBypQD85D3Gbxj9lLXTX7RFYdCyYOUWnHUcciVulN0PUp6ve8DcogyR2Sea3hU0Kr34EvDTgZi6PF7jKln0blQeSI6GJjTVPVWKSSrHcVQFJAZvtWRS2mPj2p6+V9+pFkDGqCt1w2I3v2129HNm9V4TOfhc/f3SEWhubl76zTJ4Z342VAYd2mldQPttKf23nRYLf71rj0B1dbUDINDA9M1HYD0jwAQPcCufz9vEBKWUvq13BDZyglMtYIQy9qQAyKDB1gSMpGFiRKIdNJL0HEClbjAaYC0E2oLFrQSaah/QUP1ZqIqrIMAz61ylYRgAvBTLuwq2Oz7oSsUKAmEAWBHah3kGEBOw2ILzLnVPSSwAxEYBxEud17++tSOAdmPwvcpkMjY9PV32FzQzI+OQNbRiaWNxceHk+GF9b9tdaTzf68bwpCbWsIP0nV3QquXUzPcS9+PNaACfDz/8sDPcoNR8fHx8w7vx7LPP2ve+970VnYe+8fu32NjDbyLvkXOtVld0RSf3G+3YCMRiMSflRACYH651XNioAI6MjNitW7ec4ejg1Xcc45yFVH7fr8s8KBhpqCABqAP8GxcoinnirUyzY43ezQTxXvtO6fdDNVfETB3VueM2IeCRhd5dktMhH+L8lLCvpL0+edC4LWxwMp+uOy92ZZ/LexhHC8qOqlQGD2OfBeQBud3DPkVjNKPF3zEBiwsbzM5KVdgAfmJWNCzws8JqXG4GqDotDXXYoGmV1ScFflaHs9YvjVG0PGlol9LIrYIWaK4Gz9ErRTaFflB9E1Hf0qoeQLeVBTT2rJbDPM3VA5X8XqQrai1Hbf3ETcu8+02beeArbjv/n4/AwggkEok7pD7mi8wbN7KtRDt9qfN7AHSpyNyn10mcNvoP5D5dij/NJkYAIxAmfBupJbiJl+dPXQYRYBXf/32t/wdBXBGd36hGop8TABlVwhtMOjBCaVepEwBIKi8+5x0wtCC2RNIBImmxRUMmNoAm+vSxOKmBG6AEWf/xqKDXabA7eIUJQI3KbSt0LlhlcQGjSTEM8mJ+AMTCUpNaoV1Otkn4/+6rwyRTjzzyiP+7c1H2/60mAqW6jeRYW2HsKhTmFiJKrxWW0KiYVV2zo3cm2sH7TMJr9T0elUwEzCvaoCbG3GgJsXpgF+H+DgMKMICGuzBlmddlwLGS76LbaR3/Q67mhRdecCAih71fnw9l8ACab7zxxqJXw98NzJVjx44Z2y7Vr6AEnhx+qW0WPYF/0UfgLhEI/rbYrNz+vgA1/viP/9jymZQ9VHfNHmwacDIbbdIFn1GuUaG1lF4ZGLLISan7hMC1w9V9dindbt8fecjpFN/l8tfl7UPVvWJSjgkkrLtzTipgWHgFBD0g0PJSst2Vla/khDA9O8VoZZEX/U+0yfdX9dsjtRfd+DolkLJaICEmkFS5ICuyV6XtaKfD2ITRGey78HwsGrMQxSIVYGnfDKxy6ZKGNJ4r1yJvglGKDFGzWJyXUh327tRu7VNc1MaAClF0FrOLmVgAhbpszZ2OReiz090qcx+zA4lenSuv34uEWxhPKE/DEIkyfo4xq5wPxihQKB2geiKnSpzQzJAVpiSNtIGa9a6z/r8tGwEWb4LGwnM5Lw56ADT4pPy9j4CPgI+Aj4CPwH2OwMDAwIYyn0jUJ2IJp89FGSypMUDJeF4uoAIrq0K4Saddku1KosQKuDnT6oT69wg0AfwM0mjuHT/A5cW8jvYn2qERpy1Fue0esT5JpEfFdJjMFQSypsU2gBchNprMAwakYXhBzIshsUXu1j7/+c+bNzS7W5T8+9slAixkLtUwE0OfDUZTNCdGtybVlEUyIR7OiF2VanOavQv3h+FzanKvm1xjXob+Lg0jDXSBT8t9GO3ejW7FRZJiySd63RtpdnS3a/nsZz9r6I3+4Ac/sGvXrt3ZHCOqL33pS4bBi28+Aj4CH4wA+QrAxmO1V5xOeIN+0wuFYh4AiFYpBmOlfu/RmiQfgIVOfjCq0m0cz+9HA6yslxQPbeE5WQROqj+UgtcLnCwtU1+qb52SEYJNipM7uptobAJIAqTW6TXK4uuU5ygT0oJTzAG/OYGY5FN9M02uZH4iG5cJUq8bv4kLi8XkU5Tnk4cNpuqcyRKyAYyVsEJvaV+AUfpZI6d2pIeuyfTo5PgRaZk23unuD0cetIMJDJBuSw24I/N2AISaK2nnWa8YqT3K61igBuxkwRpgNpAkcjme8jvyNRbJMLeK63epspDU8VT7E/4gg/VOR/wDH4EtFAEPgG6hD8t31UfAR8BHwEdge0Vgo0tzLwsYwQhlj9gKgJNMCDAjwFW0V4Ao+p4QOUl8J5XsYkz0DxL33xvXREeThbhYB0UeQJEPUIQ9i4k1r1NKD1sUtgcJOgwGJj0wy8Iqp28qTDmjJLaFVTAmIxYYInNt1r1PyRbaVKTwNMxHNtIQZe78/pGPQHlEYDkAlFLKU1P73OS7QaAnur5MpDFFuqYFi3en0LRbvGFwND1apQl4n5tw811nEeRSqn1FAMDiR13Zq4AHsK3QMKWlQs329JFfWdnOG7gVussvvviivfLKK0ZJLyX4MD6X+ww2sDv+0D4CWyICLS0tTlYDRjnVIleT+p0Xm5DffYA6wDsYjQB7lHJj3AaIxkLs/WoAe8iCFLOUD56VihdyFba7WwP0fFwsz56qYeUnUZc/AYIeqO6XZmbKnaPfmcshDQQbH3NJAY56jYWlt7X4dDbZ7V5Ds5Oxt0UgcXsMOaliD3F3B2xsqZTeuo7dHhsT+Nns3mWhmMXkvYlBjfUNhjET+p37lJ/Re8raL6a77IryvMAIiWUml9Pdrt7JKo97R2ZVNIDNSXJAxachknJSR2E9TstQr0r5GqXxQVRiMrSKVcrNXiZMlZkhy8e7LNP0mDuO/89HYKtHwAOgW/0T9P33EfAR8BHwEdiyEWDivZENtsLJ8UOO8QUYwUSFCcCQHNovyAygN11vu+IjLjGGITqSKzIzz6hcCrAyGhkVoOl4ny4xRlQ/UlksiyeZR+ML53cabBAmFbAWMtKrkqH8ba3PYqIP+2xGbAk0uGhMog6KFVEbSrqJASVqlwXK0K+cWG6++QjspAhQeo2UzVKySHw3ABK6Y8O3yynDjlGN+/vd2qi+y69PHLzbZuv6/iGZrR2vvuY052CF0fKzI5Z+8z9Y/cO/YZmWJ9f1fKs9WDQadfqjq93Pb+8jsFMjgO7tviaYgynHKoRHmNFCDIAfZdXIccRkotg6O+6AUNifvWIyshB7vxrnhGHZLUAPV3pykaCxOAvjcUhjJsBsacPs6NmGs1qskXGTrgsAl3J0FpswBWKRl8ZibUbO6fXhItBYq1hM5hOOtckCM8dvtGm3wFyqvX4x1alzJmxfYsCZRXaLQYpECQvF5E4SC3Kl6DWxtIDHvMurGDepnKGEnjH8ETFvm5VHJVRlA1DJItjjhYv249EHHdOWfApAmjyMXI04/GzskJMeou/NMqUa1AL0sK5/b9WAQOtplw+GQtTyzDqZFI5LnGCm0reqmYwV4i2Wa3nMMu0f5TC++Qhs+Qh4AHTLf4T+AnwEfAR8BHwEtmoElgI71vN60Ip6beKQK/siWXeagkroYQbQzkwvVtYUsr8bfMy+2P6KkvWkEmG2xDCJNFkpsu5npHXlgE5NOGCZknjDLINhymQI8LXYivtQIsekA6bn4cRNO15zTZpU4+qH0nUdslNJP0wxGCTXxCD1zUdgJ0UAvV301pYzM2SCfe42o6icY8P3+GjiunVWjVq/FllY3KBRetqVvWbRvh9armavFapay/kyfN98BHwEFkSgu7PVQgNiDWohNWiD0r5kYTU3O+kAQ2pK+sRa7xfYBgsyyDWC7Tf2vkKMyHZrEpDZrfEHXU4MmTB0bBMjlRyFCpVSYPQLrSftidrzAi9Vxi+AU0OxY7piIIep488n5pzPcXrHSAg2pVwg3TEbZ4uM12mxPinB5wCj0zWOtVl6rSxWDY7XqyJnwLFkq6IZsWib1RdysVmXD3UKGI0pVwJIBYgcl4ET5fCwS3eJiYpp0ZAkBWCKtoUntCCd06LYkDRNO+wNxRp+KyXxEcs6w6QamRvl9Zi8CuYncik/GTtmX2h5zR6qvazToh0qo8rZqItVnXLEZsmlII9kgk4LYX22dQds6tB/XXop/rGPwJaOgAdAt/TH5zvvI+Aj4CPgI7CVI4CpwP1qgCfcFm+zrsxrlxJpDIsCof+/6HvWXmg+JUOBcZeUMzHIqFyqV8yIqULCsSIom8KpFMYo2oKUz3cqOYc9gfEK8CelcDwO2GpHBIAiyM9xmJzQYIZ2xUe1Xb8lmuEh+OYjsLMisH//fjt16tSWv2hYqo65JH3SAPzkohh/MtEWS6RuWXj8fct4AHTLf9b+AnZWBB547GN27R+/58q2cScHqINxCIgHwxGwk0Wa11R5MiFm5GY05D0wf4Mh2SgGJ+Xl5B+UjCMJ8u70nGTIofhNgZ8XHHs1rQqVlPIboF0YkJSBIzkC45WSdsBPKldY7GWbYpYy6xzmWcydzBELs1GNe6en9swDWUvjAJBJKTs5UhH85N0iaAzrE8OjkBaEcZwEkKXkve42ExQAF332Bi1Mw6vPFTC5zDmJoypJGuFu/5f9H7GHpVuK3ifAJ2XufDaU1L8xuV+L11F7e2qvy+kAWSmzBxAmVzOYqdqHyh8Wq6PRdl1fzOLX/oul9nzJConO0kvxj30EtmQEPAC6JT8232kfAR+BnRoB2EEY03hzmO3xF9Df37+hF1LkXpKqL93Y5pHaS7ZfbAeS8qgSb7Q9AUPR6/x/br2gLWZlLJB0hisFObnj5s5+aH1RVj+j5JkyLZJ3WAZMEvbIBTWsxBzBfRLs69IqxJClS0YuMMTGxGwIwE96x0RgcKZWzItpa+sqaoEu3Wv/jo/A9otAT0/PtgBAWURBz25M3/uFLReSZEZOZimZsYVv+ec+Aj4CZR6BcNtDVt9+wJrHf+KAT7pbzDOK5eEwDN+a3Ldp4GcxfBVinu5zACPVKYCZyPX0i5V6I13U1wzC/EzjWbEdM8pFQjIiKi7GAmwmtVgTkc4puqYwQTGMg1kJ+OlEfZRW5W4bQEW1DXlPQmzLG2KXnlTFDTqeSzVAY/Ii5IIWNqpn0FOtup1TsV2Hcibc4HMCaIk2THq0Q6dUUQOzFX11ciy0RMnbAIDfmDxgF+UY36ycDpATjXckVGB70mCVjudrBJIOufcyumgWrcgBnTGTpI2upNuto+WI9Qjojoy9Y7OROkse+C11wednLoj+vy0bAQ+AbtmPznfcR8BHYKdFoLe31772ta/JdbNgTz31lH3qU5/aaSHYdteLq+p6NyYjsDBJbGEu4FIK8/K8tDUXY4BijoRRCRqdfTJVAZQkYYa1CdMAk6OXx45qQjBfM4tJALpUpc1pjkqov71tzJWQAYLQYmI0oKMFsxTAFNfR6WyxLLZ0f/S7WionLTM1VPqyf+wjsCMiUFdX1ODd6hcLCwzGFeWZMMZLW2g2I6QkIkfh+eNJ6Tb+sY+Aj0CZRkDf3V09ey098bKWQWccEEdPKb3mX/FxkRvpnmzif5Tgc1uusRhLvpMW23Fhyyh3AlzEMKgtMqbHM+4K4X9WioggOXS3WExeE9WyMOSECypFB3xdrpGTUSYPuBoAkmwPuErpflxMzuvTzU6rlNcpq98t0LNGi9A8Jq8KNEyJOLlYIG1Uo1J5QM9hsT2pzmmJTKj/SSrdla9V20X1bzRX6xit703tcuZNMFup7mlSSX29rtVptStHw+l++tZrNl33YauVrmlo6qqFxN7PJ3bRLd98BLZsBOZnJVv2MnzHfQR8BHwEtn8Ezp0758BPrvS9997zAOg2+Mj7+vrW9SoAPx+vuyiB+34BmsXyekqounIjKmMflSHSEaeBReL9sAT19wgoRY8KbVBYAwEjk9IxwNDdKtVqkxESTE9Kr1bSPt70jh2M33JsCBgSBR2LpPzBmuu6z9jPx/c7cITyudRtbcDguLyWFROjb3jKfKFVEBV/v1MigDv5dmj9YhpRctmsyTdjCuMJDafkhsoxaX8etHzN/u1wqf4afAR2VATC01csnJ+w2ZpddmVIYJ0WNMk7qALhtxsQjwVYjIZoGP3Ui0kJSEcOEeQY5RK0vBZr6Bt5kh7Ma4CGMC2TkvZpEjsyxDZqjGeuCJ6nIJBqbCf1c7uablN+U4RXemKDdrj6lgM6MYK6kCqO787MLjtkbbFxpxPK+WkNAj9hh1J6jqRQ0HiOoRE6oNOqjKcV95ktslfzEcdeRYcVOQIAXXLAh5TjtWoMBsTlFClthzzRmxP7nBQAxkxIlByM97oF67baIis/qs8wIjZpnSEjIIf74VdstuGQVeRlWDkzqg/VA6DFT8H/v1Uj4AHQrfrJ+X77CPgI7LgIoA938uRJq6ystOeff37HXf92vOBkMrmulwWYSeILA6BXru6UWDE54TmMUBiWPx8/aL/SdtIJ51croSY5Jvk/UnHLbqos6lo6MCZRiZUSb96HSboSALRVLImHa6+qlKpYLo/WFA3DABiluzQhuBFrdtqhsAuYWARmBEycSNYHxVx463rGjqZSzhRmXQPkD+YjUMYRwJm8sbHRRkc1ydzCjbEHrT3HXNK4wzhCa4oLMag+arnGE5ar9QDoFv6Ifdd3aAQq00NWkVWZdOth67912bEe50IxawdwORd4Rmn2gzI65DcfcyEAO8C2KwIC35vqUUZQHmXUl5Ot1hMbcGXf2RzwYbFfwJkxGQGlBRqyaJuejQk8HNVrcpaXCzwsdxivLCZXCHCMykk9rXzmeqrF4gIO/2X3T9xxkRQCroT12ZdttP/c+1EBoR0qax/RAvOQy8uSGh+LVTeTDkgekckRDPqgISXCIjRxRecT3U/K4MnbWGDGfAlzpA6BmykdCwmjE7XXlOONODf5UUs4aSGOwTW0yuTo74aecJIAvcr5uGFMebTmpgM9Z3RuNECRPorKCb4i3WehsbTNtH9MNFXP3A8+F3+/dSPgAdCt+9n5nvsI+AjssAigD/ev//W/tlAo5EDQHXb52+5yx8fHLZ1Or+t19Yix2fu1R2QAAEAASURBVOxK2Rvu6Esx8UD8vrtyWOVQk/Zftb/qQFKS+/Fs3GaV6TJBIaFGnJ9JypCcU2noT6Vvl7OupKNHxHaorkwK2Izo/EXwk/3ymiaMihHWKCYICTgaYZRn4dJKuRV9pOxrOFMjALbNgbdIPfjmI7DTIvDAAw/Yyy+/vMUvu8Jel3MyCy67BYCgXwcFaSqx22Y6P2kzHc9t8evz3fcR2JkRmK0QMCcNyEi4wpDsII8JGvAhLERuT9RdkK54nwPtYC8CpyGzUy1GaFSVHm+UOKsH+2/G/feGH7Ljqk6hDLxeC8IZsVgpByc/yQpcHMg22D+NPKquhexEzVVXMVMlUDMnEJS8hSylRteT0zWz7Zh0Nf+bnr+/A37mbrPfq8Mztic0YL+76/v2v1/5nF1WKTpszHqxPmuVeyWVL1F1gx5pVuNmaQMsHlRORik7LE40OtFZhhmKDBFmSuR29PmGcj3i2xie1KJ1wsICMLt0bQmV7yM9BDCNOdKnm9+07w4/Yn23JQLatU21toH1imlSSn3g+lhAr1euWJkZt1BmxHKe/Vn60fjHWzQCHgDdoh+c77aPgI/AzoxAJDI/MdqZUdgeV10qabBeVwRTE0bCYuL6sAxgAJDowyLoV7JNYk2CHBLYCAMBfc4ulcoDgMLewkGUUjbcU1fSAFFd8qwkfWGDAYFJEsn7Gbmw0scDKr2iPJ4ku29G7BCBn2enuy2RqLbq6pWV3C88j3/uI7CVI/DYY4/ZK6+o5JCZaJk0XIYx4mDSjd4dJZyUuM9vQAFzrC4YTGjhnZvuciWwbPvog5+39q6Pz9/NP/MR8BHYMhFA/7EQbbLwxFmLLshHcVyH7c3I1R0bduPFVTEiA7bnSDYv1uOI7SkM2LVIq1uY3ewLz0i982u9z9mvd/zYMSMBERl6p7UQ3Jdpsv/3lliPAj9pfz3wtP1W1/eVRyV1S7vrFFaq68M0SVrpo4ftqbqz1hkdVv6U1xgZU87DFkRkVvHIWHN43F7seElxiks+AMBRsLFyMMDGSQHFLEC3qVqmTucIxlhASwyKzk93uhJ7HO6p9kELlMqZLsUUkJnqHVze0XTnvVQ2KtPJEatTXgjAOpmtctvXa38Woh+pvWw/GK12i9VUCdGyXKu6ixwRpf7kZgDeXIGLQwgw2zcfga0dAQ+Abu3Pz/feR8BHwEfAR2CLRmBwcHDde045Ofk2vISglCs4SVgJOQAnNxJ8dLlIcDMCK7MVgJMk0wUBkklXMo8Tab+YBZgnBWXqwbGWup9UUg9rAgbCNLOCkkZCzvmmVapFu6QyMHSx0LUiyZ7S6/nbEw3kHnzzEdiJEYBVdfjwYTt79mxZXD4T5YdqLotRNOUmxTCa+J5f1vf3vaku+3DDObkj33KLJRmxxW/K/finow84ow0uAJ3fVKZYAl/bvD00Tsvig/Gd8BHYhAgU4u1OwqIyM2adle9aJlxwOpEslgL6AcKxuEl+MSgncfIQfvuB0BgfhjLV+s2XqVB0vCwAUEI4KHf4/+3aF+xE9WXpog+6EvKLqS47m5w/Xl2fabX/ePN5+5X2k650HU1j8i3MklhQ3q/yf6pouN6sytRhilIeX4RAK1z+w2LSAbnJD+icA1povpFvdvkPZkwd0gQdVvk7jE4kgwA90eCM6BgsQl+dabfXJg4qkhXOrX2vQFBc210up9xpXItSRb3Vok5pg/ZnwRk2Z7AojnETj2GSNmpfyuTJxbgQroU8jNJ6gGAWrCmxz1dELRwOC/hWZVBebP7QBw2jNuFP0Z/SR2DNEfAA6JpD53f0EfAR8BHwEfARWHsEpqam1r7zEntSJtUViyt5nnQsrWAzEnKAxoTAz4QmKhRvoe3Jqj6gJKyDlBgCAJck6zA2rqVapVXV6QDQ4Dh3uz8jba8nVfpGOdVMYcYdl30ickilfGs8m7BzAlSDxuQoYDkEr3HvAdDSaPjHOy0CH/7wh8sCAAX0fLz2QlEaQ/p207rBONoldhfmJx9ueM8Bo0UWN3PoWccw3xUbsm8PPHOnvDL4/NA39c1HwEdga0cg3fVpXUDBcuPiT46968BNFjpuzNTZm2IgHtKCCBUl6GWiSxkAoDllHuhkOlBPuUa5tdPT+4zbcu1WpkXyHgcFIEYtVpGxW2KJIvfDeNguALNOQCaa5xViTco1yIGp5FkAwM4mqXLW4rOS+xGgOe2kASBcYhBV4wDksEDV8wJfB1V5Qxk7xkuwS68KWL6g3IltaeiEsnCM2SXxjYemxC6dkLzRgAOakR9BZz0kwDWZL7L12Z4cEO31UZ2/qO9elGECwE1Xh3WsnIDpGo3zMlPSdfA5hmRmGQpXy7xO+vCVc9JGriP+Px+BLRgBD4BuwQ/Nd9lHwEfAR8BHYOtHoLe3d90vArZmuyYc6O5hekSCDWBBaTrC+XGBoCTUsADyBVLpCpd0V1SkHSMAZgDmJS+NPeA0pxa6tN+tw+hR/WzikD1bd0bMhCknqE/yzzkR6b+c7nBlscsdp0I0hD179iy3iX/PR2BbR6Cjo8Oee+45+8EPfrCp1wmQgWTGqBYuxuXgHDTGlYdkdkZJPN/vYTG9YHcxwcctGdboZ6Qx97XeTwa7WH19vTU3N9957h/4CPgIbNEIiAGY7vklSzQ+Zu9f+yObmhjR73vcLXggfdHl8o6cyrQHHZMQUx54kNUVM9KTnHZ5CeZCW7HVhpJa4B11epqXU+26hCIgyQLyrXSDdeg9mJSAh4G+OddJQQyGQpTfEA2uH0AyADTZBnY9gGZ7bszemdpjP88ccLkaYGbpdmwbE5CJziox5n1kizgerM9qozy/UizUkNVFVMqucTqvzwWgFLbqhABR+kZeFpgtocv+sErikS5gDE/repBTgn2am41bvnqX5eqPOqYo5/fNR2ArR8ADoFv50/N99xHwEfAR8BHYkhG4cuWKTU9Pr3vfASxPjh+2dG3U6VmR8JLIDkqz77AMiljdZ5uYyt2Lya9SZiEYUYGkEZWy3Ug32/dlCjDnBL/6Lr4ydtSmsjF7sv6C0xyFFQaDAW3PH44eV0o9pxO42NHb2lQWX1u72Fv+NR+BHROBD33oQ3b69GkbGhralGtmMo0uHGZpt+QSXNpwQEYjOKpxhDJOwE8ak+5hORZ3aBLfKuAUs43rYi7RTpw44e79fz4CPgLbIwKFmh7reOLX7G/+5m/mXRBjAqXelGOPajwIFlLJOyjrTktzPFKGDNB5F7HEE8r3YU5OSd8zAD+DTZEKwpgI/U7KyGFPBgAjC9GwQIUFu3ZQZfCMmwDHsEHR/cSdnfGWhSdK4gE135w84KpzgnME9wCfLZEJvRdx+V3wet9MVAtQIw5gTRYa3OeAsVIyj3RJlc6XsAExdbvjIwJBIzKilHGmO07MsXc5DgAvpklUBwFcpwtxi7Q+ZTOtzwanKcv70dFRlztSru+bj8ByEfB/IctFx7/nI+Aj4CPgI+AjsAEReO211zbgqMVDUlKOBh+GBDC0YH4Cch6rvqb0W06lSn7RlyqWpVGq5TTvHfvgHZkTUX51ry0oJWtQCS2JP+VadwM+OWcikbDPfe5z93p6v7+PwJaPAEzoF1980f7oj/7ICgIM7ncDAEUDjrFjYWNaDMNJw8kd3d65bSoduwgABAAVABT251NPPTW3iX/kI+AjsC0i0N4OC3J+Qz8S0BNjHmR1WHglz6D0HS1L8pBGgYRbscGkBBRkAZnGWIi+OmChu2lkhCGP9maIhWVYn2qMo+wnxyM3bgIEZ3QsgEaqdhhvMScaFyCKlmetjIvqE0nHoP3x2HG3kO0OdPs/DC0Tyu/QaS9tlOLHBdB2aAGqTzqjI6rKqZ5FZ71o1MT93viQ+1z4nPZW9bscLSMwlHOzqEXOxqI4kO24KnfGrcViu37ZZmPzF8JKz7vZj3/0ox/ZSy+9ZMis/M7v/I5VVXmzps3+TMr5/B4ALedPx/fNR8BHwEfAR2BbRmCjHZ6ZYAA6cqOxog8Ts1iKVmn9YhZUK/GuEtsAlgKTlAk5hL4/vXtd442u1Uobq/Zf/vKXbbEJ1UqP4bfzEdhOEWhoaHDA4auvvnrfL4sFCxZTZgVaYJwGkzxoTP1hONHy0odb2BhTYIlSmlldXW1f/OIX/YR0YZD8cx+BbRABKjb4ze7v779zNSyuwoTMzDQ6AM8ZLyonYQwBAMXsh222YqP/0zKBa4uMWbQqKxAy40BQxklaJh+yW/kmJztULRAzLh1Ut8Ss9xkr80KC04oN42sgT0QsAIiHJCUyJO1PmJ+0XZIxOpjodazRU5N7nXHSwlL44vK129yBps71XUAq+qsts5N3QGh02OMCTGlowANuTul8A6oOoiyexeon6y9aWNvRF64HqLdJ2u3xuHRNh16xlMrgcYQvx3b+/HnXLVig/C16GaVy/JTKp0/l+VdcPvHxPfER8BHwEfAR8BFY9wjcby08NPpSBemBio1AggtvYVplTTiODmdqHDA6XVBplLbbrIbmoQc/Nyv6/rzlGoGHH35407p2Nd0mM446lVSOuQk9LCWYnTyH5ZTVxBlztdKGNl0slHdO8Tdzu+y3f/u3/fe6NED+sY/ANovAs8/OL40G6GQBBLYkcjrnk13OwOd6usXpUqJ1yeIIDQblHhn3oGf5dP1ZO65KlTrpbJZr47oup9ospFwqKEOvE+DYIuNJKmt4/ZaAXxafr0gj9NTEHruZblI8Ki2qBedZ3aOnTNk7DNmsYgSbFL1OpIr6xdoEGO1RaXqdANQO6Sk/VHPVPiLDuY80nnHjMLEZ0zGQFsJckgbbFCZpXSQlqLngpAeIPYBpjYBPFrlxeIddyrbIEbAgThk82+xLDCo3lDSSTJr4fKYAsHWtfD4NhZsW7fuhRcbfd+cqx/+eeeYZ51Tf1dVl3d3d5dhF36cyioBngJbRh+G74iPgI+Aj4COwMyLw4IMP2smTJ+/bxeaU2l5IdsiAYMol6iTPaYEXMZVuUYoFW+Oi3k8LJN2MBtPt8ccf34xT+3P6CJR1BFgsaW1ttcHBwfveTybQ6PjBBsLUrC067kCNCZVKviVG0oF4vyb9444NNSP9u7CYn5S7jmSqnZ7chz72aeO77ZuPgI/A9o1AZ2fnvIuDVTiqHONAot9q8imBaXH3fki8Q5zS0QVFVxhm6JN15w3WYo1ARJiJAKP74312WiZAV9IfLK+fd6JNeuK0PZU/OaBXwCWMyenZmGBEyvwrnWbnNYG9h6tvamyccCxQrt2VzuMCL9ZoSgDolVSr0/6sApxUDjasxSbG2s6qUY23kxpPBZjqqByTPA2gFZf4n4wdc67we+MDDjxu1xiMnVKNzC45D2NxUuAqkgOUxOdF1s8qrpMyP2Lsjsu9HqCU49Xm0+48mDtxHTntAzCa57yAo3LMDBdyFhl7z0JTlyzbcGyTor78aY8fP27Hjh3TNfAp+OYjsHwEPAC6fHz8uz4CPgI+Aj4CPgLrHoFQKLTux7zbAb8ncyNAjN1iWzQ4kf6CEl2t9EvM/8ZMq31nZPOYZoCflZW+KOVun6F/f2dGoKenZ1MAUKINEDGoksxdYiShOQdTCYDjitihPXIMfr75LWsOTzpTE0opYZVj3PF29gn7bx97bGd+YP6qfQR2UARyOapK5hosyXc1bgDs4YoOeEeuQak3wCi6wFfEony6/pzATjQoc6pEqXXMQ9iKjDVI9kwKOAUULLeGyRBo5ztTPU5vE0AUtiSseN4DiGSBqEcl7NlwyCYzVU7rE9kQwF+ARzQ8J8XIHNFzAGAMkihLBwhG/5PFJADWwmzeSZHcktZnp9igyBlhLnc51eFiBmO2XvtjSkc/ADiRHgJg5hzEHOYnpfhoftIAYhmrea9afUX3k31deb3Az6K4STHqOYtqa5XO56atIpcqvlim/3vws0w/mDLslgdAy/BD8V3yEfAR8BHwEdjeEZiYmLjvFwgL9C/6PuJKzdCVQrsqmY/aZbEsXhs7qML4zUkJAD43s8z3vn8Q/oQ+AquMACV9b7zxxir3Wr/N+zKNMtRodOWQTJQBOGiAoP/x5qdsnxhbzVpcoSTzkso+k2KSP/roYduMhZ71u2p/JB8BH4GVRCASKZazl257c6bZsuMhOyoWJPqSAHzp2ajAzxZ7f6pbpdvTDhxFMgO2pEMU9f9YLuwAOhzOAUfLDQAFrKV8HHPJGQGU3EpbOh9xQCOu7iwWXUq2C/StkfHQgDOFi6rqhoobjIqQD8loGwyjYHlyzRjPAWbmdfyEQEu02UezCRcfyuops8dcbrdA0CdqL1i94lilY1YI3IT7CLt0LJlwRnQci1tR9RMmaYWllPNlxRANVWCMJKM7Rds1uTQB0M7qFtaBqpQRUgpfUanFehycKvS5RD2bvxgs//9Wj8DmzHa2etR8/30EfAR8BHwEfATWGAHYEt/5znfWuPe97Ybw/s8mDrvbvR1p/fbevXu3N0hZv3D6I23DCMAA3cwGk4hyzlYm6JowT2vCTnk8shmMKRdTXbrN7+GTTz45/wX/zEfAR2BbRmApx+0B6Vlyowwb3UkWSBgvaEhrYMozKU3KAPx0b+g/WIyt0tRkm3JrOWl2ZpD7kNYnY2FwPUE/kQBJq6qGq4wImExmY+4t9D15rwZ9U+GJMemBAmZiePT+dLfAyZBjbLbLvR0WLFIAE2JuDmYbHEDKQShNB0juFAv0cOKWNUenittkYs61HTmShMDTA4k+e2Niv9MXBVitEdAKOzWpcZv+YuSEQVO1wFL6hDkTBTgAorAoMemMCOgNyfAIh3s6nK9qLdvydxdg/5+PwCoi4AHQVQTLb+oj4CPgI+Aj4CNwrxHo6+uzkRGVUPnmInD48GEfCR8BH4FlIoCOZlNT06aMG+h+Pll3TqWXY8XJsibUGH20iIXUKGD05xMHmTbP6/3+/futpQVWl28+Aj4C2z0CsZgYjfG4pVILVkFuX3hqAUuSl4uu6Ro3xDhcrPEqpdrl1yqsTyZHjIeMjZgWBeNfnQBbysxhfA6KrbmPMnOxOAEeYX3eSDdrHxnHCXwMCWQcU/n72WS3nZJcAGZEMF6PiD2/r6rfHRO2LKBx0AAyU9quQxqhdbdL6AN91RmNy+M6L9qhAMcHq/sckBwTkEk5/Yz6wvloKbFU86r4Gc1GBLSGHaMUcLWAfqYCD+ET5mgE9ijPIwJh975ohYQ3Fwo+C3+/tSPgAdCt/fn53vsI+Aj4CPgIbLEIJJPlx2rYzBAiXu+bj4CPwPIROHLkiL3yyivLb7TO72Ko8VDNFdslrU/cg9GVo8EO6tIknEkzzCZK4Uvbo48+WvrUP/YR8BHY5hHArO3GjRsrvkq0QAEF0bUcU4k3xdhBQ6MceZ4AsAteL5f7s3K1bxH4iQby3viQAyUZE2m3Ms3SBt3tgMuJfLX0TIcsrWsBBOZ6cYTfrX1win91/IhdEHs+aGemexyr/hNNpyUrMuiYs5TUAwbXO93QpJML6A4NO3bp0G12abD/pI6PpECVQFfGbs57VUx9yuIBNffomBwLJ/rz053SEW134OijdRccAxVNUEDc6O1ryQn/DEfkBt/ylKUO/GZwGn/vI7DlI+AB0C3/EfoL8BHwEfAR8BHYShHwZj9zn9bRo0etra3NJicn5170j3wEfAQ+EIETJ07cdwCUEs1GMYow+BgTYBE0NED7ZMoBC6pbhiWlAChsVc/qDiLl730EdkYEkOlYCQCK8/tBlWijd4m0RpVAt0NiK95KNzoQDpYjJeDXxZa8KKOfcmzofr4ydtQma645HdOoysjRyxzN1dp7U7tsKFvvuk1pe1hamh1yvs/qfRaMMIbCRO5iqnMe+BlcJ+X1mMiFBFVS0r5HYCk0TJigMELfntznYgfrlBJ8jJPmWtHciPMgS/L6xAHHAq0Jz9iBeK9A1Gm36YTGcmLLgtYemWLiGE+JPIAzrFYYpGg9U4a/v7XLcg0PzJ3CP/IR2AYR8ADoNvgQ/SX4CPgI+Aj4CGydCNTW1m6dzm5wT5977rkNPoM/vI/A9ogAJeWdnZ3W29t73y4I13fYQLCxFjZKNiMqhWeb0vb00087HbnS1/xjHwEfge0dgQcffPCuCzS10r/E+R3WZ63cxwPDH2iJ3XIyn8wnHOh2JdVqb03tE+t8btFlYfT2qkwct/iQQMA+6WSen+5y+pYLt1uv5zAjT9RcdSXmORkXXZ9pkfzHARkW5aS7mbnjAl96vvNiigIiHsr36nqTTmMTg7grqTbjvaUarPofjx0XC7RfC1ByX1eAYOBf1n6Al70ypMMEqSGSkknUXD4JIArYOZypkQv9HsOIikZce8U4BdSkoQsaNDRNeQ6DFVCVkn5uNM67P6QS/Mq5MvxgP3/vI7CVI+AB0K386fm++wj4CPgI+AhsuQgs5pi65S5iHTqMszVlvUvphq3DKfwhfAS2VQQef/xx+9u//dv7dk0Z6cMVJ8cYYcxvlFjCNGKboDU2NtojjzwSPPX3PgL/P3tvGt3Wcd/9/7AT3HdSJEVSovbVkrWvtmzLsqN4iSPHjmU3eerEPk7bPGnzouf0Rf7tiy6n5zyNm/Y0TZrUiRs5UVI7thPHuy1vimxrs3aJ2qmF+06AIJb/fIe+FMAVJEHyAviODgTce2fmznwGBC6+97eQQJIQKCgokOLiYkGM88EKxLRlmeeVxWG9Ts5zwZOvBUu31SvTlZCJTOgXVSgNiINXlGWid5C4oeg3VdX/YsGnqg1cxLvVzRZRrt4Oqc3Mlt/Xr5AGf6/15WBjGOu+BWmXBG7pOSqbPW4IQShcHLwgSzPOy0t1q3XMz6H6vqxc0GG5maZuFIFBeCKoodpgPywyj6rYoIMVuM5Xua8rIblJCh2tKsaoU4vJSGrUqW5WXfAWKVf5ogFNw4VP42CDElARRxTu8Ug+BQtUo5SkeSXoKhN/eqWxi88kkBAEbtwCSIjpcBIkQAIkQAIkYG4CcBFNdjd4ZBrdtm2buReKoyMBkxFAvNzJtCBv6MmUNmU9lKksjRBbzij4IV/oalNWSe4+ayEc27p1q9hsNqMan0mABJKIwPz5Q7tKIzlPvhLrLCrpEVzAjezpHmURCZEQ6Y4QJxOu2UOJn0B5X+E+lQG9RllGduibM7DGxOcTEgjdX7RPuZjf+JyKBfppzia5LfewlKhnJBPqUMKkR4mMmSqRUVXKdflCwSfaFX34c1m0oAmh0Zj38PWHPwor0JfqVyqRs1A6lXDsVJna4TLfpCw/T6o4oi83rBi+g7CjcOc/0zVNx2GtSqtVwnKDTopUquKbpinDT3/mbPEVrAlrwZckEP8Ebty2jf+5cAYkQAIkQAIkYHoCED+zsrKkubnZ9GOdqAFu2rRJiooGWihM1PnYLwkkAgGIixs3bpRXXnllUqYDIeK0imOH5Bglrhb9wx+x7tKUmyWsrq4pF8uzXb1x+m677TapqqqalHHxJCRAAuYjgDjFe/bskWCw19U6fITpyuUd8T47/APdqSF82lX2dLiJD1fmpV1WrvINOslPbfcNEbVNxccsUAJrgaNFVmSekQ+U+3isysqsauX23qFd2VtUlnWjeHxOFS+zTSVCatCu6ojpGasCFjinXVmbQnCF4Nm/XOkukGeubJF5aVdUrNA2HWP0krKevaT2j6akqXXJV+0hHCODPWKzBhxW5UavLEMzl0tWxQ4JOXtd4kfTL+uSgJkJUAA18+pwbCRAAiRAAglJIDU1NWkFULjIrl+/PiHXlZMigYkmsGTJEnnttdckEBjolj4R565WP+yRaGNO6hUlUHi0q2V7d6pcV3HiPmuvVD+87bJ8+XJB7E8WEiCB5CWQnp4ucIWvra0dAAHu1wiZAXGvf4FFOUxA/eqzZLgC93m4ebf3pPSzpLRKq8okn+vslDJluRhNcTqdkpubK/DIwfWYz+cTu90uyGb/wQcfSHd3r8s6EhEhPmarPzOiW1hyIjYyhEMkgouVAIq4n8ZnLWJ2ItZynUqqhM9aWJCGF79KsXS0U7nJ9+Y2Cj8U1WunEqRXZ53SYQlg3XpNJbaDqz4eOG9+xUoJuM2ZiCqqCbISCQxBYPhPmiEacTcJkAAJkAAJkMDYCSSrm+iqVasElmIsJEACYyMAC3IkRBpMZBhbjyO3Ou9BTLl8FQOvUwsYsEoyfoxDMODf9MgMWYMEkoHAUNc2SNaTae2Q8lTE+3TKVU+2XOvJ10jynO3KMjRFZU+/kdBnMFawUIRYOpgbeVAdgXu9XSVmG64g/M7KlSvllltu0YLnYHUrKirkueeeE6+nS8mciPiJPOz4f2DBXiRiikWZqeJ6Iq7oNGVt3+l3KkHYJlnOLu3uj0RLH7TMHzY8QLRjyLG3S6bdI5XuOh1L1KHEzzpl8Yk4rEjA5LT0yJw8r+T6T0unr1VZgMY+rmq0Y2U9EpgIAhRAJ4Iq+yQBEiABEiCBYQhkZkZaEwxTNWEOzZgxQwsl+AHCQgIkMHYCsLSaTAEUIw2oH+OICdq/3H333cLEbv2pcJsEkpPAYJbppY46eaL8DUlXLu5IPgJ3eLhaLwhdlerOIgla7PoGC2JRDlca/RnKMtEubmUF2qXEuvCSqvYhIVtLz0B3cdTDdQdCdGzevHnE8DtI5vQnf/IncujQIXF3X5Zge6MeMzKxGwVCbKpdWaOqOMi4ITQ79WrfzaHrKuM6LONHUyA6zlXu7NOcLXLVm90ndDb2pEuRskJFwqPZqdfkyBCJkaI5F5JG3aQE1mJns2SorPaVKvERrD2ROClVrQmsPiFUN6lzhtxZYu1uEFvHBfHnLo2me9YhgbghMLq/zriZFgdKAiRAAiRAAuYlAJerZCtIekTxM9lWnfONNYGPPvpIzp07F+tux9TfihUrZPr06WNqy0YkQAKJRcDv9w8I7eOQLvlWxasqe3t332RxCxTXAg7xyyyVeOcVlbTnUPsM5VKe0ldnsBeftVXKsoyzUmpvkmyVkd0QJNOViJeu4hLXK1fxg8pVvKSkRNrb2wXjQdK42bNnCz6r0tIGF0cHOxfc47ds2SKOxmxxHa4Vd/t5cfb0SIvHosOAIPFSIGjRoiESB821XdGJiLxKRGxSIiLmg/FEW2AFixioHSqeaWQSKIuyysyUytR6FeuzNdruBtSzKevZVVlnZI4SWXNt7Uq87VZr4hO42adY1ZyUoAuBFHFHIe6600tFgj1iCd5YtwGdcgcJxCkBCqBxunAcNgmQAAmQQPwSaGhoiN/Bj2HkiLOVk5MzhpZsQgIkYBDwer06yUgopGLmTXEpLy+X22+/fYpHwdOTAAmYhYDH49GxNMPHs7PkIy2swfGjRwmGom1A4VAeUoKhch9XghuSFzWHJRgKbx/+ulNljH+raancmXdIcpUb9zSXyiqv+vGpTPANSiT8uH2+LN/6fwTJmGJVevKWi7dqp6Sef05SO6+KLdCizqgy1iurSQiVEGELlTDZrCxPvcpKHkmF4MruUJnZ329eIO394nYONS6n4oA4nD1qLv0LXP7xke9SVqJjLYifujyjWooUa7stqIVPTARzQYzTHhVPFKEJYJ3ryg5KpsMrAXshEyCNFTjbmZoABVBTLw8HRwIkQAIkkGgErl69ahoLrsliW1lZOVmn4nlIIGEJwL3UDOLntGnT5Mtf/rIgHikLCZAACYDAYBaW05XwBvETCZB6xU/UVLKl2g4pwQ+Wh1Vp17EzqnKqs0y7ua9S2d6LPhdAm5R4eiVlrax69NuC8CCxLt6KB6Qne5G4al6R4x+/Ln4l5CJeaZatU4pTWuViV35fXFK4wyODe4FyZa9SLuuH2mdGNZwuZfkJ9/4s5Zre7I9sguRzECaLVWzQDdkntIs64jJDsIy2rFHJjkqVG71VMcdKQDiG+KmMP9VrWIH6lCu8S/wWl+S51QB8LRLIu1n86TOiPQXrkUDcEKAAGjdLxYGSAAmQAAkkAoH6+vpEmMao5rBgwYJR1WdlEiCBgQQgMJSWlsqVK1cGHpykPXAp3bFjh6SkDO+uOknD4WlIgARMQABZ0/G5hJsiweCNpEBIsAPBLQC1rV9BLZs66BwkM3y/qhGbtb4ceblhld6XlZUly5Ytk82rV8tQCZgiGo9xI5A1V7rU4+NjpVJdXS3lSthdn31cZZ9394mfRtewBp2RWqeFUGPfSM+9sTczdZs8R7uKxZmubWWrVGzRspRmbQGaZvdKmrVLWgLp2sq0xZ+mrGt92toUsUgvq0R1F70FStgE8RtFrYiOL2pXVqmBICRniJ7K+lO9AH+IoU6rXzKdyi0+FQKysghVwmd36V1KIXXc6IivSCBBCFAATZCF5DRIgARIgARiSwAX8b/97W/l1KlTEsvs5RNhoRDbmce2N8TjQlZVFhIggfETWLNmjfzv//7v+DsaQw8IZfHII49MiJXVGIbDJiRAAiYh8POf/1wGu7mLmJaIbWlTGdr9/URQLcWpfS1KRBxrefDBB6WgoGCszUfdbsuWLdLa2irW9lotHIZCA63gIUBCYER8zTyV7Gmaq1lbWHYri81r3dnKenRgbFDYwh7uqNT1ipSlJxIewbU+VcU3BaegMqMNKcW4QMUKdarYpnBph7s8wgIE1RggMxep5Ea56vjBtpkRIihEVJfFp0ZkUdKmVfdnUzUwTn8wJHZMQa1DyJktIYcSdN3F0lmxQwJp5aPmwwYkEA8EBv7VxsOoOUYSIAESIAESmGACZ8+elZMnT2qX03379klnZ2dMzujz4UI0OQqsxO69914mP0qO5eYsJ4HA3LlzBfE3J7vk5eXJzp07BRZXLCRAAiRgEMA1zWDiJ47vaVqgrD8hN1i0INjbJvS5K7YS4NSxNxqX9O4e5f+FhYWTKn5iePn5+fKNb3xDHFllygXdpZIvedTeSGUXcUC7lTiJOKWbso/KzZnVOvs6nuHCjkzsECTLU+pkflqNVKmYoXBzR/KkD1rm60zvKdYebd0J8RPWsz3KchOCKrK2FzjbdFxVWG02+jLkvKdQrithNV+JnzNTrmvr1HCU2fbea1eldepETcZo0Z9VCdMQayGg2rKrJJBeIb7iW1Tm95vCu+BrEkgoArQATajl5GRIgARIgARiRQBZQOFShbh7ZWVlyjUoNpnbDxw4EKshmr6fBx54gMmPTL9KHGC8EUDm9UuXLk3asBctWiRbt26l2/ukEeeJSCB+CPSo7OhDlT+2LVAC4Hnlsn1NW4E6rEHteg3REJaLxzor5HjXjKGaD7t//fr1wx6fyIMlc9dK3WefqWz0ncrCs0UlYcrQQm+GEkQr3A3KyjKokju1qgRDQR2zs9aHG0cWbQ2KNgvTLklAbbtUAiKIwG2BVDnbNU1OqBinEDWRkR3iZK9YaVUJkhQvLVWGxKWEzx6VcKkjYNOu65hnt8o+DxG0SMUeRVb6i97Cvuk39WSqc9jFqc4It3esAdzeUSB+4n/EArW50sSfOUe8JXcq13dKRBoN/0tIAnx3J+SyclIkQAIkQALjJQCLp6eeekq6uroElgYWRPIfZ0FfFy9eHGcv8dF89uzZdH2Pj6XiKOOMQF1d3YSPeN68eeJyuWTJkiUCwZWFBEiABMZC4N9rviD3FvxRVigLyFSbT4twXcp68sOWefJa481j6VLw+TR//vwxtY1FozVr18quE/vF6fGr5ERNWthEFvc0ZckJ8TPV1qOsLYPSrYRKiKIWJWDWePO0GDov/YoSSy1y0ZOvEw85VAzU6SmNOss7xNB5yioUru8QK5WtrBZIe0VKRE2F9ayy2lQHIWH2JpfqnZFXiaBIcoSESeHluoqZ2qRiivbGC+3tA8on+u91BUZf6ma/cn3vUhnvg6788OZJ8dqvwgrgGn8i48gmBcg4mSQF0DhZKA6TBEiABEhg8gkg4QcesSotLS2x6srU/eBCcvPmzaYeIwdHAvFKYKwJiBwOhxjWWugDP/bCQ3u43b2x+KqqqmT79u3M8h6vbxCOmwQmkQC8Y/onP+p/+hfr1wgeQxXE8USs8JycHJk5c6ZkZmbqm8979+7Vn1G4CQNXe9z8QVJFhAKZyoLPzvyyOfLBoVapdNdJvor1WaZETAiQuWoOLa0NKp5nt7Sp5ERu5c6eqURQZK1HOAAlNYpXCcBtKokRLDdROlX2eLSflXpdJUJq1+7uEENx3x2CJwRTtMVrKJeIqepTWePDM8H3RgJVCdyVtWd4Qd9wrX+gcK+K99lrBQrxE6Iq5FBktbc63eLouCBBR3Z404R/DeHzN7/5jZw7d07sdrs89NBDUxJiJuFBm2yCkX8hJhsch0MCJEACJEACiUSgvb09kaYz5FxmzJihrWaHrMADJEACYyaArMdHjx5Vv4P1r9io+kHc0K985Ss6pAcs0SEw4AdfTU2NTvSGTlauXKn3R9UhK5EACZCAIoAbnjfddJOMJ7wPQmz0T5aIeMPbtm0zJWMIZ/gM7lFi45muEjkjJXK77ZBMc3eKq3SltLX8AcaaoKNFSocSHlOVIIqCuJ6+z4VPvUP9B9GyUyWMQvxQuKcjPADEVIigsCxFe3zcI24nOkbXED/RxiiIAdoecEu9drc39vY+H1Ou9Xcp0RVxQ41vDUT/7A44xOsokByHssz11Iq95ZiK/7k0snECb9XW1mrxE1PEmh47dowCaAKvtzE1CqAGCT6TAAmQAAmQwAQTwMVWPJZwy7GRxg9h5a677hqpGo+TAAmMkQBiEj/22GPS2Ngon3zyifT/XIEgUVlZKbDohHUWsrdDNMXfMR7hFqToCw8WEiABEhgrgTvvvFNgOY7PowsXLkTdDSw+N2zYMED8jLqDKayIz1mj2JQbe4rVJxnZuXLqwnVJVwJnht0rNhVDPqBsPo0kRrC5hBUnrDfxCC/IBI/jzSoZUnfIoWJ2+sWp+u1NUQShGdagvW7vHf4Usau6SIjkV272SI4UUlail7oLpLqrOLxb/XqmiktqV33BkjSoxgMJFRalXnUemytdZZlvU271Kke8v2NA20TeUVRUpG/6tbW16WkePHhQC/q33HJLxPdkIjNIxrlF/uUlIwHOmQRIgARIgAQmicBkJi6J5ZTgNosfKs3NzcN2C6HlS1/6EjNFD0uJB0lg/ARKS0sFD1h2/v73v4+ILQz39cWLF4//JOyBBEiABKIgADEQcb9LSkrkRz/6kXg8yI4+fMHnFGIMx2OB9fzOnTu1+zTEs4ASIX1KTOzqaJb65pD0ONK0IJqpRNAuZakJy0u/ygzvsgWU2zusPVOUBHlDQIXVJ0TMVn+qXO3OlRyPyujurlUWnwElXPYSguUmMrkjARLifaI53NfxjBifsPw83DFDZ6cPZ5qjstHPSLmmLUktqnKXsvpEI1iVOlUSJkdQudyHPNLjKpBAWnl404R/jXWE9THc4I0CS+aTJ0/KfffdJ5WVlcZuPicQAdv/p0oCzSfupoLYS6NxYYq7CXLAk0IA1hyIvxPNBcekDIgnSRgC6enp+m5oMBjU8ZgSZmJTMJErV67Ie++9NwVnjs0pEX/rtttuk4aGBsH7Yfny5X3utE6nUzZt2iT33HPPqFxo09JU1lHldoS+WUggVgQQnw2Wjyh4f3m9kUkhYnUeM/SD73+InTNmzNBWVOvWrZNZs2aZYWgJOwaIPfhuxPsK7y8WEogVgXAL7e7u7r6YvbHqf6L7wbUAPn8gCjY1NQ15ui984QuydGl8u1rjM6C4uFi7TeO3fLq9W/JTPJIqndKgrDjVx4R2WYewiTigiPdZo8TNbgiiSgiFBSisNyGOIpM8XNrPe1R/HeU6u3y+s1VSbOr6SLnHwxXesP4UZcWJJElIKIXPojNdpUo0zVN17Cp+aIc+1qEEVliUoixQSZVmpNYpiVX0uYws8ugTGeFdVq+ErG7x568Ub8UDuk0y/Yeb+4g1G67H4Kb/kSNHtHcEjrOMTADXIvj8QkGYHfxOmMgynvwMtACdyJVh3yRAAiRAAiTwOYGPP/44rlngYgY/yP7sz/4sYh64UMRFOO6ks5AACUw+Afz9IUkIs7VPPnuekQRIIJIAEho9+OCDAo+Xy5cvS0dHh9TX12sjDYTbQDgOCIeJUGCB/+1vf1snZ0pzBKRt7/8Tl++4SozUIJ6AU4ueiNtZqzKxn1BxOE92lsjKrHMyy31V5ithUmmkut7V7hwljhbIZx0VOj7oEfU8J/WqOJS7vEe703vEHlLO63CfV6IpEh7Bpb3I2SKbso/qDPMQXNFfl4r1OdN9XU53TpPK1AZZkVktsAJtVFai2u1e9ZGmxFMUm2pgtdjEn1YqHXO/pfcl438Q78ITAhoMPvroI31z0djmc2IQ4K+VxFhHzoIESIAESMDEBCAcnjhxwsQjjG5oRgbp8NrGHd/wfXxNAiRAAiRAAiSQvAQgDuKR6AXiGeaJEEF76mbI9EC7EiabtXs5ssC3BNLleEeZsgrNklWZpyXT1qksMXu0gGlXFpiwzHTZeuRQe6UWP8ELLvJwhQ8oqbNTCalZ9i5tz9nud2nLTpdyXe+14AyoDPNdUppi0Zaj6At1l6RfkJWZZ5S4GVTnU+Kpcnd3qDZeZWXqUQKpRxnnQZjNyEiXgCtbOuc+KcH06Th10hV4UG7evFleeeWVAXO/ePGiFkbhrcSSOAQogCbOWnImJEACJEACJiUwUuxMkw47YliwMot3l7WICXGDBEiABEiABEiABGJAYM+ePXK1yStXZY5yee/WMT3hvg4RFLaZsPiscNcpd/dmFctTZWBXlp2BUG8czjJXo2wv+ER2127Q8UQhgHYGU1SrkEDsROKkHuWyDrd2ZJGHsGlRr/yqnxQbtmEp6tSzcAV7VAImj3LJ96pz2AXu8KnSra1HEfOzx2KX693Z0ppSJcuyrdKTXiX+7IUxIBC/XeDaFrE/r1+/PmASsGSGEcP8+fPF5XINOM4d8UegNzhE/I2bIyYBEiABEiCBuCGAWEKJUBjvLhFWkXMgARIgARIgARKIJYHw6yNYWTb0ZCrxE7GoLVJQkC9rqlwyTVmGWpQre7qK4YlkRu2wEFUPZJAvT6mXmzPP6iFB6LzgKVRu65mS6+xQedt7LUXxjJihPUpYRRZ3m6odVImQYM2Z54DlaYuUpTSq/npEBbWUbmU9CjEVYqtfbfcmPvJJlrJCnZvRJAFnjhI/F0ggtTSWKOKuL9zgR+b3wcpLL72krUPxzJIYBCiAJsY6chYkQAIkQAImJoDEQfFeECD+Jz/5ibz11lvxPhWOnwRIgARIgARIgARiRmDLli3KpTwjoj+4Tq9evVoe2XGvzK4olPQUq05e1BFw9VqAKqGzR2WP7wi4JVWJoJUpdVoMRSdnukqkumuaih+ard3kU5TwaYcFp7LqNOKLaktQZf2JeKClSvgsczVIrr1DC52IF+pSfWarbSRNSlFu8GiPJEgQVa2OVOkpWCPe0rsixpysGzNnzhw03mcgENBIzpw5o+PZJiufRJo3XeATaTU5FxIgARIgAdMRgOsMMsAnSjl48KDOBp8o8+E8SIAESIAESIAESGA8BHJzc+WJJ57QbtS4YdzW1iZVVVWSmpoqlqBKOmSxSobbKm3KOBMWnOEFru7dap9LWW5m2TvF63OqPRY50F6lY4FmF3dJsbNJJ5zsVHFAu5RFZ7aK9QkxU51K14VbvVcc4hafsgztFe0ggCLRkQXO88rKEXV7s8kHJSXYIu15y0XscNFnAYH169fL+fPnh4SB6/n09PQhj/NAfBCgBWh8rBNHSQIkQAIkEKcE/vjHP4rP15txM06nEDFszCXc1SviIDdIgARIgARIgARIIAkJOJ1OnRCpoqJCFi9erMVPYAhZnRJIKxebPUUlPFIZiMIKkhPBhT2gXOIRsxPCZ3i5rjLI/+b6WpXpPV9bfmY5upSlZ7N2o4foGVLCZpffqVzcleyp3OKNAlEVVqCQRyGB+pWrPPoOqk242Nt6WiTt9H8a1fmsCCCZFUTroco777wz1CHujyMCN/5K4mjQHCoJkAAJkAAJxAMBiIU1NTXxMNRRjTEYjLyAH1VjViYBEiABEiABEiCBJCLgK75VZVovV9JjQHKUWzrifqbbvFrI7FQu8XBt7wq6pdV/I+N4hsrgvibrlCzPOisNvgxpD6QqK06LlkiR+Ehrm+oJCY/SrR7tXo/s8EiYBLETUqq2+NTPqqIq2O+zuMUaUsJrq8oU35l416h6omP8b+PGjUO2hBu8x+MZ8jgPxAcBCqDxsU4cJQmQAAmQQJwRgAvUM888IxcvXoyzkQ8/3MLCQoGVAwsJkAAJkAAJkAAJkMDIBALuYmme/rDKwJ6lLT7h7g4Lzk6VMEnJlMrVPVsuegp0bFD0lq7Ez3XZJ1X2+MtSoiw+3Xaf5Dg6tJu8zRpU1qAqsZFydrco61HEAHUoy9Ja1QdihnapxEf+IGSeXpEUQijyxmtxVO1XqZQkZEsRCXjF5rmG07F8TqCkpETy8vIG5YHr+sbGxkGPcWf8EKAAGj9rxZGSAAmQAAnEEQEkPkqE5Ef9kSOgPwsJkAAJkAAJkAAJkED0BAKlt8lrzavkRGe5zhKPDO2+ADK6W7QlKDLBr8o6o+OAzk+rkWmuRi1aXvTkK7EUWd8RyzMkPiViIo6oJ+hUr+3a0lP1ogZikeaejM+TJNlUHbSwaFEViZO6lKVpABFC1fkkoEIzwTXfNbjYF/2sEq/msmXLBkwKAQTyHW3Sfel9sTcfFYuvTdc5ceKEvP3223LkyBFlndtrZTugMXeYikBkBF5TDY2DIQESIAESIIH4JZCIbuLZ2dmycOHC+F0UjpwESIAESIAESIAEpoCAzWaT7AVflN/v3yOlStxclH5Ji2opyhoUcUAr3PVS5GzWCY8ylHt8nrL4rFeu77mOTvVo11ncYfkJERRWn90qGZJNPSvbTpX53S/Zqj4yzLtsAQlYHNKpRE9kgEeBGIqkSYgV6rT5lVbqkIByyQ9mzJwCEuY+5axZs+TNN9/sG2SmrUtuyjwvBY5WcVUfkUDPDEnLr5B9l+zy0sEuHVYAlY8dOyYPPvigWK20MeyDZ8IXFEBNuCgcEgmQAAmQQPwTGC5RkLpnLwszLkmWwyP13RlysnO6vitv9lnfdtttvLAz+yJxfCRAAiRAAiRAAqYkcMstt8iFCxfE09ahxtdrMXheub77lJiJ7RyV3X1u2hUV09MLg05BkiS4yqfbu3VSI59KZoQCi0SvamNRYigeqcpFPlO5zacpwfOyN0+3c6vXED2dSmDtFT+tytk+KDabSpqUViGeWV/XffG/SAI5OTmSlpYmnZ2d4laxWldnnxZY51qUhWdnT4pcPHtKCutOiqPVJfNUcqsT6hoe5dy5c1Jfr0TsoqLIDrllKgIUQE21HBwMCZAACZBAohDABZBxARU+p83ZR2RDzglJVRe3yNCJmEwIev9qw81ypLMivKqpXs+dO1fwYCEBEiABEiABEiABEhg9AbvdLnfccYec+917yqqzQ8XszPpc/ERfkDVFXBafuG0+8Sk39+6gTVl7wuLTr4+6bD06Y7xfiaLI+t7uTxWHI6DE0JDU+PLkUPtMFU80V1mEBmRO6hVpcjVp8Q4xR1E/NbdMJKtKOmf9ifjybh79BJKghcXSKzJjqlWp15RFbrNKUmWTOrVWRmlt9st0d5N4Q9dV7NZClcBKWd66XJKbm2tU4bNJCVAANenCcFgkQAIkQALxTQAXudOmTZPq6uq+iWzKOSa35RzWd/JxRx+OS251dx7ZQL9U9JF4rtml2lPaV99ML+bMmWOm4XAsJEACJEACJEACJBB3BCoqKsRSlivOtrNKuAxPKhmSXGe7st5USY6UdWdAu60HtFu7+NKkKKVVnOoYrECR6V1FBNXZ31PUdSTEud/Xr1DiZ29Mz9TUVGmfdZc0pYWkw2ETR7BDZpVkSerMxVLrL5BEDNMUqzdCR0eHdHV16e4KnG2SoSxrLygr3fCCGKytPW7NP0/V6fIWSFlZmRKjYcnLYmYCFEDNvDocGwmQAAmQQFwTaGvrDZKOSaiw87Ih+7gWP70q6L03dOOiN03FesIF1rb8g/Jvl80ngMKadd68eXG9Fhw8CZAACZAACZAACZiBwLyFy6Sn+rJ0dKrM7Q0tekhOZeWJB6xAu/wu5SFkV+7rfpX9vUtnddeZ3VUGeNgnZiqX+HTl9g7LRMQJ3dc2p0/8hBXizp07JT09PWKqsFBUJooitbUR+7kRSaCmpqYvoRFircIgFGJz/wKLWsRuRR2UjIyM/lW4bUICFEBNuCgcEgmQAAmQQGIQgBWoUeapmE5we4flZ7j4ieMIVJ9t90qBuvPvFo/65zaaTfnzokWLZNu2bbyrPeUrwQGQAAmQAAmQAAkkAgG/Sj7kzp8pC7I7JWQpkDoVO9JmswiyuduVyOntcUmNiuWZrRIgpaub5BDarP6Qzvze6M9QyY182iW+yZcu+9uq5Mzn3kNOp1N27NgxQPxMBGaTNYfm5ua+U3X4U5TFrU15a3Ur9kpADiuIt9qqQhB0BlL0Xrq/h8Ex8csbv8xMPEgOjQRIgARIgATikQDcYa5evaqHnqYsPHEBq8LVDzIVq77jb1UXvplOr3h8Uy+AlpeXy+rVq2X27NmDjJe7SIAESIAESIAESIAExkLAl7dC7G2nxNF0WBYVecQ3rVRsoR5xtDSJ3yfS0pmm40p2dbv0tWOKEjyXTk+RK95S+XV1uXK5VpUGKffcc4/k5fW6wQ9ymLuGIRBSSY727dsnH3/8cV+ty958mabiqBa5WuV6d7YOWYBIrXmOdp18qqEnUxp8mYKQA4sXL+5rxxfmJUAB1Lxrw5GRAAmQAAnEOYGZM2f2XUjV+bKVC5NNXHa/mlVQPW6409jUNmRRX8ihL6SmatoFBQWCMcPqk1ksp2oVeF4SIAESIAESIIGEJmBX/j4VD0rIkSm2tmqx+VVWeIsKlmRfIdaeNpmb7RNrXVDqmrskzRmS+SVp4syfLZWl2+T/3rNRjh07Ji+++GIEovvvv18Yrz0Cyag2fve738mRI0ci2tR050tuV7veV6hifRru7h3K6vOyivuJpFNwj9+4caNOfBrRmBumJEAB1JTLwkGRAAmQAAkkAoHp06eL1aoC1QeDcsFbJE2BDMFd/Az16FBu7yF10QTxEzFAEcfpkrqYCqg9E13gIgX3fFgJFBcXa7ET1qp035lo8uyfBEiABEiABEiABERCzkzxVD4o1u4GsXobJWRViY/cRZJy5TVxNB+WBa7rMq9YeQhZXdLjKhJf/krxFa7T6BYuXKgsEC0C0c7vV7FD1XUdbmCzjI2A1+sdIH4aPX3WMUOaejKk3N2gwhF4VGxWm8Dys7qzWFnp9rq/M6mUQcv8zxRAzb9GHCEJkAAJkECcEggEAhGZNl+oXSM7p70rWfYuFdcJ8UDVDX81N8QXaujJkufV8YkuED6feuop7a4z0edi/yRAAiRAAiRAAiRAAkMTCLryBQ+jeMvvl0DWPLG3nxZvW4O8/cEncrHDK/PXF8vq8hs3yRcsWKCv5Y4ePSpLliwRneRIdXLu3DlBEk64ZNtsN+ob/fN5IAFwwgPX7YMVWILiEV4KCwulR8ULdbvdgrVgiQ8CFEDjY504ShIgARIggTgkcPz48YhRwwr0p1duly8UfKpiCjXrzPA+leXzordQflu3SlmFpkbUn4iNuXPnUvycCLDskwRIgARIgARIgATGS0BZdvZkL9CP999/X/Y21ukemz76SFavibxRXllZKXgYpbq6Wnbv3q03L1y4IPfdd59xiM/DEHA4HLJGsf3www+HqRV5CJa33/nOd7SnF7y9WOKDAAXQ+FgnjpIESIAESCDOCLS0tMjrr78+YNRXfXny4yt3qv3vibQKAABAAElEQVQB5UoDV/jJTXhEN/cBS8IdJEACJEACJEACJGA6Ao2NjX1jgps2RDd48gxVkMTHKLgJjzBHEPZYRiawefNmKSkpkddee01b0I7UAmGkhluLkdrz+NQQoFQ9Ndx5VhIgARIggQQnUFtbG+H+PnC6tkkXP9PS0mTZsmUDh8I9JEACJEACJEACJEACpiKA6zajIM5ns3K5HspNG/XCrUGxfebMGTyxRElg9uzZ8tWvflUqKipGbIGwAyzxR4ACaPytGUdMAiRAAiQQBwSuX79uulGWlpZKenq66cbFAZEACZAACZAACZAACUQSQNgiuFcjPmVRUZH8+Mc/ll27dkVWCtu6+eabw7ZErly5It3d3RH7uNFLAHFSn3vuOXn66afl5Zdf7hOW4Sn1yCOPSFVV1ZCoUlNThz0+ZEMemHICQ9tPT/nQOAASIAESIAESiF8CDQ0Nphs8LoRhOcCg+KZbGg6IBEiABEiABEiABCIIlJeXy5//+Z/rjO/f//739bHLly/LG2+8IevWrZNwC1Ec9Pl8um4opLJsqoLs5B6Ppy9Bkt7J/6Sjo0OeffZZaW1t1TSOHDki06dPlwMHDmhWX/rSlzTLoVDBXZ7u70PRMfd+CqDmXh+OjgRIgARIIE4JQGw0W+ns7JT29nbJzs4229A4HhIgARIgARIgARIggX4EIHJC2Awvn3zyiXz22Wdy9913C6xEkQn+/Pnz2uXdED9RH8d4zRdOrvf1m2++2Sd+GkffeuutPmvZV199VSA0D1YKCgqE7u+DkYmPfRRA42OdOEoSIAESIIE4IoCg9bi7bLaSk5MjWVlZZhsWx0MCJEACJEACJEACJDAEgcG8iuDa/sILL2iLxaHc3F0u1xA9Ju9uJJM6derUAADhDE+cODHguLFj06ZN9KQyYMThM2OAxuGiccgkQAIkQALmJoB4TeMtbqtPMmxdYrcEou5quPieiGkElx6LxRJ1f6xIAiRAAiRAAiRAAiQwtQQcDseQAwgX7vpXQtZ4lkgCTU1NffE+I4+MvAXrzzlz5oxckTVMS4AWoKZdGg6MBEiABEggXgnA0hIB0ru6ukY9hTxHm8xPq5FcR7vYJCjdIYdc7c6T4x1l4lOvhyuzZs2Sm266SeDaU1NTowPnYyxLly6VlStX8o71cPB4jARIgARIgARIgARMSCA/P1/cbreO5zma4fX09IymelLUra2tHfM8Yf1JQ4Ix4zNFQwqgplgGDoIESIAESCCRCMC9Ziyl0Nkiq7POSLGzSWCn6Q9ZJcXq12Jopr1T9rbMk57Q0F/d9fX1UlJSIo899thYTs82JEACJEACJEACJEACJiMA0a2yslKGc80ebMjDWY4OVj/R93344YeyZ8+eMU1zy5YtOqbqmBqzkWkIjN9HzzRT4UBIgARIgARIwBwEjh8/PmrrT6uy9lyUflFKXI3S5k+VS958ZfmZKxc8+eK0+KVM7Z+Vem3YCSLwPbK8I7bRuXPnhq3LgyRAAiRAAiRAAiRAAvFBYPny5aMeaHhCpFE3TrAGsIb94IMPop4VrD1TUlLE6XTK/fffL2vWrIm6LSual8DQZiTmHTNHRgIkQAIkQAKmJuDxeEY9vjzl8p5j75CeoF1alQBqlKBYpdaXJRUpjTLN1SQnOqcbhwY8I0j+v/3bvwmyvaPg4m3Dhg0D6nEHCZAACZAACZAACZBA/BCoqKiQ8vJyuXTpUtSDHsv1aNSdx1nFixcvRh37MyMjQ1avXi1r164ViMh2O2WzOFvuIYdLC9Ah0fAACZAACZAACYyNwPnz50fdMMXWI05rQLxKAO1fAiFEAxVBYiSLhPof7tv2+Xx94id2fvzxx/rCra8CX5AACZAACZAACZAACcQlgaKiolGNG9eFLL0EEBs/2rJ9+3ZB+ACbzUbxM1pocVKPAmicLBSHSQIkQAIkED8EDAvM0YzYG3Qo60+buFTMz/4F7vH4wu4OOpX8GX0Wd8Qi5d3//jS5TQIkQAIkQAIkQALxRwAJNkdT5s2bN5rqCVsX7u/Hjh2Lan6wsp0xY0ZUdVkp/ghQAI2/NeOISYAESIAETE6gv6tMNBkjG30Z0uJPV1agfsm038geb1HiZ7GrRbnFu3VM0NFOvf9YRtue9UmABEiABEiABEiABKaeQGlp6agGMdr6o+o8Tir7/X555ZVXpLW1dcQRu1wuue+++0asxwrxS2Cgn138zoUjJwESIAESIIEpJ4BYQS0tLRHjiCYIPWw8j3aUKzf3bhXrs1mylAjqV67vcI3v8KfIle48OdM1LaLfkTbgKoXg7SwkQAIkQAIkQAIkQALxTQBxQNPS0iLCHQ01I7fbLdOmje66cai+4nV/W1ub7Nq1S5qamqKawqJFiyQ9PT2quqwUnwRoARqf68ZRkwAJkAAJmJQAsq93d3ePaXTXfTnyx7a5crKrVOpU4iMkQ7qsssEfU8Lo3ta50hOK7r4lrD7nzp3Lu9hjWgU2IgESIAESIAESIAHzEYBH0YoVK6IaWFlZWVLHr0QYqN27d0ctfiLmJzO9R/XWiutK0f2SiuspcvAkQAIkQAIkMDkEamtr5e233x7XyeqV8IlHms0rDktAugIu8UUpfOLEcHf64he/KLm5ueMaBxuTAAmQAAmQAAmQAAmYi8D69evlzJkzcvXq1WEHlszWn+3t7fL8889LXV3dsIyMg7Cqvf/++yUrK8vYxecEJUABNEEXNl6mBSup119/XX+Iw2Jp1qxZctddd0k08fLiZY4cJwmQQPIQwOdZfX19xITx2Yb4Q6MtnYGU0TaRtWvXyq233jrqdmxAAiRAAiRAAiRAAiQQHwTwe/knP/nJoIOFC/cdd9whyZoA6fjx4/L73/9ekPgo2oLkpQ0NDYIESCyJTYAu8Im9vqaf3fvvvy9HjhwRmKh3dHTIoUOH9IeP6QfOAZIACZDAIASys7MH7B2L+Dmgkyh2QGjdsGFDFDVZhQRIgARIgARIgARIIF4JIMY74lWiWK03JB14/+zYsUPmz5+fdAZF1dXV8stf/lJefPHFUYmfxnvg6NGjxks+JzABWoAm8OLGw9TCP7Ax3tTUVLptxsPCcYwkQAKDEti2bZtMnz5dcBF16dKlQetM1E4IrcFgcKK6Z78kQAIkQAIkQAIkQAImIXDPPffI3XffLT6fTxB/PicnR4dBMsnwJnUYJ0+e1C7v4znpYEYM4+mPbc1JgAKoOdclaUZ1yy23yLFjxwRxOlC6urrk2rVrgqDNLCRAAiQQbwQQQB3Jh/C5NhWl/02lqRgDz0kCJEACJEACJEACJDDxBOD9g4dhDTrxZzTfGRDn8+WXXx71wFJSUmTlypXS2toqLpdLEFuVJfEJUABN/DU29QzxY/2+++7Td2wQe4OFBEiABOKdwB/+8Ae5ePHipE8D4iseLCRAAiRAAiRAAiRAAiSQ6AQQ5/Oll14atcv7woULZevWreJ2uxMdEefXjwAF0H5AuDn5BOAu+vDDD8vevXu12T6tPyd/DXhGEiCB8ROAy/sLL7wgU3UzZ8GCBeOfBHsgARIgARIgARIgARIgAZMTQDLl3bt3R53pPXw6t99+O8XPcCBJ9JoCaBIttpmnWlhYKPfee6+Zh8ixkQAJkMCwBPbt2zdl4qfFYtEZP4cdIA+SAAmQAAmQAAmQAAmQQJwTCIVC8qtf/UpqampGPRObzabzjoy6IRskBIEbKcMSYjqcBAmQAAmQAAlMDYGKioqpObE6K2IXOZ3OKTs/T0wCJEACJEACJEACJEACk0EAmd7HIn5ibEVFRQLDAZbkJEAL0ORcd86aBEiABEggxgQQSD0/P1/27Nmjk7nFuPtBu5s2bZqOe7R27dpBj3MnCZAACZAACZAACZAACSQKAa/XKydOnBjzdJYuXTrmtmwY/wQogMb/GnIGJEACJEACJiCAu8m4q9zY2Djho0HYkI0bN+qM8xN+Mp6ABEiABEiABEiABEiABExA4NVXXxW4wI+lwP190aJFY2nKNglCgAJogiwkp0ECJEACJDC1BBoaGuTZZ58Vn883oQNBxsqvfvWrjF80oZTZOQmQAAmQAAmQAAmQgJkIBIPBcVl/Itmyw+Ew05Q4lkkmwBigkwycpyMBEiABEkhMAseOHROPxzPhk1uxYgXFzwmnzBOQAAmQAAmQAAmQAAmYiUBLS8uYrT8xD6uV8peZ1nMqxkIL0KmgznOSAAmQAAkkHIGOjo4JnxMu3FatWjXh5+EJSIAESIAEoidQX18vcMtMS0uT7du3Myld9OhYkwRIgASiJpCVlSWZmZnS1tYWdRujYk5Ojg4fZWzzOTkJUAJPznXnrEmABEiABGJI4KOPPpLDhw/HsMfBu4LrD+5+s5AACZAACZiHwJtvvimXL1+WkydPyoEDB8wzMI6EBEiABBKIAGJ43nfffaOe0YwZM+TJJ58UuMCzJDcBCqDJvf6cPQmQAAmQwDgJ4Efvu+++O85eBja3i1+q3NdkcfpFKXXdSKy0e/duaW9vH9iAe0iABEggwQhcunRJ3nvvPamrqzP1zPLy8vrGhxtVLCRAAiRAAhNDACLmo48+KqtXr5YlS5aI3T68U3NxcbE88MADgmSlLCQw/LuFfEiABEiABEiABIYlcO3atWGPj+XgsoyzsibrtGTYusRuCYovZJf6nix5vWGpXFPa5y9/+UtZtmyZ5ObmSkVFheCOOAsJkAAJJBKBxsZG2bVrl0BQ3Lt3r3zzm98UuDCasWzZskWPDT+w8dnMQgIkQAIkMHEEpk+fLnhcvXpVPvvssyFPBJf5e++9l2FJhiSUfAcogCbfmnPGJEACJEACMSRQWVmp7yqHQqGY9Lo8o1puzTkiuc4O8Qet4g/ZJNveLZn2Lrm/0CO7azeICjcnr7/+uj4f7mzv3LmTF3cxoc9OSIAEzEIAVp+GNWUgEJCmpibTCqCwQFq5cqVZ0HEcJEACJJAUBE6cODFgnl/+8pelu7tbsrOzpbS0lImPBhBK7h10gU/u9efsSYAESIAExkmgsLBQu9bgIgsJitasWTPmHuH2vjrrjBY/W3tStdVnsz9drndnSiBklQJnm2zMOR7R//Xr1ycl/mjESblBAiRAAhNMYM6cOTJ//nxJT0+XRYsWCWK4sZAACZAACZCAQeDIkSPGS/2MRHSzZs2SxYsXawtRZn2PwMMNRYAWoHwbkAAJkAAJkMA4CeCHenl5uRw6dEg/xtrdjNQ65fbeqSw/bdIVdIV1Y5WmnjSZ5mpR8UCb1H7EmLtxD7O5uTmsLl+SAAmQQPwTQGiP+++/P/4nwhmQAAmQAAlMCAGERenq6tKhoHDDbO3atbT4nBDSidMpBdDEWUvOhARIgARIYIoIwP392WefVa7pyjd9HCXV1q1ifoaU2/sNcdPoLqQEz5BY1HG/uKx+6Q46jUOSmZnZ95ovSIAESIAESIAESIAESCDRCTz88MNSU1Mj8MaCtwALCYxEgALoSIR4nARIgARIgARGIHD48OFxi584RXNPukp4pGJ+KiG0f4F7PGRRr7IMDRc/US8/P79/dW6TAAmQAAmQAAmQAAmQQMIScDqdMnPmzISdHycWewIDTUxifw72SAIkQAIkQAIJTeCNN96IyfwuefOkUWV7h4N7rqND2XvilYhNiZ95KilSu98lZ7uK9b7w/5CAg4UESIAESIAESIAESIAESIAESGBwAkn1i+mdd96Rzz77bHASai8saB555JEBx0+ePCm//vWv5eLFi4LAugiqu2XLFt5tGECKO0iABEggOQkYQdbz7S0yJ+2aghCUs54SqfXljBKIVd5oXCL3FXol39EqJSrmJ5IfWZVbfGfAJTXdBbKnaUFEn+vWrRNkomchARIgARIggVgSCAQCOrZeLPtkXyRAAiRAAiQwVQSSSgB98cUXZf/+/UOyhvl0fwH0N7/5jTz99NO6DeJK+Hw+OXDggOzevVv+8R//UZYvXz5kfzxAAiRAAiSQ+ASampok1N0uXyt5T2a668Rh6dGT9gUdclkJlr+4skE84o4aBETO3bXrZWP2cSWANqqYn0Hl9u5UgmqxvNu8UHxyI/YnvoNuueWWqPtmRRIgARIgARIYiQCSiuzatUuHdtm+fbs2/hipDY+TAAmQAAmQgNkJJJUAeubMGb0ef/EXfyEuV3h23d5lysjIiFivI0eOyL/+678KYkt873vfk40bN4rf75ff/va3ev93v/tdfXFQXDzQHTGiI26QAAmQAAkkLAH8UHx8+ptS7qoXl82vMrj3Rpdx2T0yy3pFvlH+pvzrpbvV/G1RM6jzZcv/1q1TMT+DkmL1qYzwKRFtkR1569atsmzZsoj93CABEiABEiCB8RL48MMPpa6uTnfz8ssvy9WrV2Xz5s0623Jubu54u2d7EiABEiABEpgSAkkjgOJLvK2tTfLy8mTHjh1Rwf7Zz34myOy7c+dO2bRpk27jcDh0e1wIwDoUYuiTTz4ZVX+sRAIkQAIkkHgEcutekgJnozhVZvbWHpeSLHuFTsTvzLR7pcjRLJuUNed7LYtHPfmgkkD7i5+pqan6e4mJj0aNkw1IgARIgASiIHD69OmIWvCgO3TokMAlvqqqSh588EGxWCwRdbhBAiRAAiRAAmYnkDRJkAzrz7lz50a1JrDo+fjjj3XdO++8c0AbY9/vfvc7bRU6oAJ3kAAJkAAJJAWB3Lb9SvzsEW/A3id+YuIhJV56Aw5xKWG0Ny5obHA88MADzPoeG5TshQRIgARIYBACHR0dA/ZC/EQ5e/as1NbWDjjOHSRAAiRAAiRgdgJJK4DClR1x24YqJ06c0Naf06dPl5KSkgHV5s2bJ3CZb21tlUuXLg04zh0kQAIkQALJQcBh6VbZ2pH2aOBXKhIYQQp1KYE0FgXfR/heYiEBEiABEiCBiSIAT4Phit2eNE6Ew2HgMRIgARIggTgjkDTfXoYFKITP73znO3Lw4EHtxgERc+XKlYK4oHCPN8qVK1f0y+zsbGPXgGcca29vl8uXLzMj/AA63EECJEACyUHAml4ioTqrOKwB8Skr0PDiVDFBIYy2B6JPghTevv/rnJzRZpXv3wO3SYAESIAESGB4Avi9NFSBNx1DsAxFh/tJgARIgATMTCDyl5qZRzrOsVVXV+senn32WUHyCFhw4sv93Llz8vbbb8unn36qs73PmjVL1+vs7NTPwwmgmZmZEXX1Rr//IKQ+8cQT/fbe2Pz+978vFRUVN3bwFQmMgQDe0yi8IB0DPDaJigDeY3x/DY4qMH+neM68Iukq6VEKXOFV9ncUl8oG77QEpMPvkk9ber9bBu8h+r2w/kykdbBareJ2uwdNTBg9FdYkgUgC4bEJkfQykf5mImfKrakgYLy/8DsgPT19KoYw4edEoiPDGCT8ZPjM3rZtG/+mwqHE8DX4GgXvrZEscY26fCaBaAgYn10w+kKeExYSiBUBQ4tAf9DPzPz+SgoBFGImkhahIHbnX/3VX+kfXNjG/r/927+V48ePy9///d/Lj370I4FbB2KAovTPDK93fv6fcdHj9XrDd0e89vl8YlifRhz4fAMiLBIrsZBALAiEXzjFoj/2QQIGAVw08bPKoBH57Ki6U86krJDy7o/FbevWIihq4NKyK+CUY50VcryrPLLRGLeQfCLR1gEXTeEXTmNEw2YkMCgBfC/yu3FQNNw5TgKJ/Nn1ta99Td566y39ewnGIfi9VF9fL6tWrRLDWGSc+Nh8BAKJ/P4aYeo8PMEEGMJiggEnefdmf38lhAAKkbG5uXnQt1pBQYH+8t61a5c0NDTITTfdFJG1EPHU/u7v/k4eeeQRLVQi8dG6deskLS1N94e+hyrd3d36EKwLWEiABEiABJKXwJmiJ+TkoR5ZlXlG0m2dOiZoeyBVDrRXydtNS2ICZtOmTdp7ISadsRMSIAESIAESGIJAcXGx/m1kHF6yJDbfY0Z/fCYBEiCBsRDAjZiamhqZM2dOn14zln7YJnkJJIQAevToUfn2t7896Cq+/PLL2gwXboNDJY4oKiqSxYsXazd4uMRDADXcpdra2gbtFzsR/xPFEEv1Rr//ZsyYIceOHeu398YmEjFdu3btxg6+IoExEICpOe4UNzY2jqE1m5DA0ATwIwjWn7BWx0UHy+AETp8+LVeaF8p76uG2qRtnKluuR2IT97OsrEwgflZWVibc90VhYaF4PJ6+79PB6XIvCYyOAKykjes4vL9aWlpG1wFrk8AwBGBRjN8OML4YzgtsmC54iAQGJQCX96ysLH0MiXYNj8RBK3MnCYySAIy2EN6itrZWgsHgKFtPfXX8Tfzwhz/UeVzwHf+Nb3wjwrBt6keYvCPA55YRsgNGhz09sUn+OhTRadOmDXVoxP0JIYDiQmQoK0wj1sVIJPAjDMUQkIwLZ0PkHKy9IY6OlJTC7GbAg82N+0iABEiABKInEP4d5FFu77Eqq1evlttuuy1W3bEfEiABEiABEiABEiABEog7Au+8844WPzFwGJFBxGUIpbhbxikfcEIIoHBrf/PNN4eEeerUKfnjH/+oVekdO3YMWq+urk7vh6UNiiGIIsM7FOz+MddwBwJ/eBBfZ8+erdvwPxIgARIggeQkgO8OeBDEusycOTPWXbI/EiABEiABEiABEiABEogrAuFes9BgKH7G1fKZZrAJIYCORBMuKv/1X/+lTaQRvLt/1nUImYab+sKFC3V3iA2KTPEnT56Uffv2yYYNGyJOY9yBWLBgQZ+5b0QFbpAACZAACSQNgTVr1ug400ioF8sykS5KCGvw9ttv6+85eCosW7ZMu6KfPXtWX1TiRiDc7svLy7XLVCznxb5IgARIgARIgARIgARIIFoC8Ij64IMPBF64y5cvj7YZ65FABIGkEEBhIYoYiYgB9cwzz8jf/M3f6EzvIIHYPf/0T/+kY5CtX78+IsHEww8/LN/73vfkv//7v2Xp0qV9GeFhLfrcc89pkENZlEZQ5gYJkAAJkEBCE4CAiJhKsS4I9I7M7xNR4Bnx6aef9nWNG3vhBTF8IOjCAwIZgZFUkIUESIAESIAESIAESIAEJpsAEh/hwUIC4yGQFAJoSkqKFjL/8i//UrvK79+/X7Zu3aotXN577z2dSQzJir7zne9EsNy8ebPMnz9fTpw4IY8//rjceuutOhEI3O0RKxSC6ZYtWyLacIMESIAESCD5COAGmxFDOpazn4g+MT6ItRcuXIhqqAgDc/jwYbn99tujqs9KJEACJEACJEACJEACJEACJGA2AkkhgAL6ihUr5D/+4z/k6aef1oLmr371K70Wbrdb7rzzToE4amSuMhYJcSV+8IMfyL/8y7/I66+/Lr/4xS/0Iez/8pe/LE888YSOAWrU5zMJkAAJkEByEpioZHeIYQ1xFV4MsSoQVX/6059KKBSKusuAymrPQgIkQAIkQAIkQAIkQAIkQALxSiBpBFAsEOJ7/uhHPxIkMEJyo4yMDJk+ffqwIiYy+/71X/+1fPe73xXERcMPRrRJS0uL1zXnuEmABEiABGJMID09XRYtWiRHjx6Nac/4znnttdfkK1/5Ssz67ezsHJX4mZubq28ixmwA7IgESIAESIAESIAESIAESIAEJplAUgmgBtusrCzBYzQF1j1z584dTRPWJQESIAESSCICSCIUawEU+HDz7eDBgzpJUSxwIqlRZmamDiI/Un/Tpk2Tr3/96yNV43ESIAESIAESIAESIAESmHIC8JxCoqSysrJhDd2mfKAcwJQQsE7JWXlSEiABEiABEkgwAvAOgGA4EaW6ujqm3T766KN9SY0Q1sVisUT0D4EUWeC3b98esZ8bJEACJEACJEACJEACJGBGAlevXpUf/vCH8j//8z/y/PPPm3GIHNMUE0hKC9ApZs7TkwAJkAAJJCgBJMbbvXu3IHFQLMuaNWti2Z32gkByP8QDRaJAj8cje/fule7ublm7dq2+ax7TE7IzEiABEiCBhCeAsC14WK20sUn4xeYEScCEBHBdGwwG9chOnz6tX/PzyIQLNYVDogA6hfB5ahIgARIggcQi0NzcHHPxE4SOHDmi40/HkhasPvPz83WXiGF6zz33xLJ79kUCJEACJJBEBOBy+uyzzwriTM+ePVvWr1+vPQmSCAGnSgIkMMUEFixYIPCaqqmpkZUrV/JmzBSvhxlPTwHUjKvCMZEACZAACcQlAcSK3rNnj/4BOJ4J2CxBKXI2S6bdI4GQVa6e8orcffd4umRbEiABEiABEpgwAhcuXNCJZnGCEydOCKyvvvWtbwlusLGQAAmQwGQQQFin+++/fzJOxXPEKQH6J8TpwnHYJEACJEAC5iPgdrtlx44dkpqaOubB5dg7ZHPOUdmQfUJWZZ6W1ZmnZF36IfEe+ZlIoHvM/bIhCZAACZAACUwUgVmzZklaWlpf93BDNVxR+3byBQmQAAmQAAlMIQEKoFMIn6cmARIgARJIPAIlJSXyzW9+c0xxNN3WblmZdUaq3NckzeYVT8ApPSGbFLuapfPU78R15dXEA8YZkQAJkAAJxD0B3Ph74IEHpKKiQuAN8cgjjwgS6rGQAAmQAAmQgFkI0AXeLCvBcZAACZAACSQMAfwQHIvb30x3rXJ9bxFv0CH1vqw+Hu1+t5TLdak5+LIUF6ySgHtiss33nTBJX3R0dEhtba0EAgFtyVRaWpqkJDhtEiABEhg9gbKyMi18jr4lW5AACZAACZDAxBOgADrxjHkGEiABEiCBJCSwdetWnRDp7NmzUc8+z9ku6cry86KnNzmR0TAoVmnpSRNb4yX56NXnZNHWJyJcDY16fB47gZaWFvnxj38ckcQK1kv4QX/77bePSdAe+2jYkgRIgARIgARIgARIgARIIJYE6AIfS5rsiwRIgARIgAQ+JwAL0HvvvVcQFzTaYpWQWNQD//cvQbXPagnJpYvn5D//8z9lNMJq/764PZBAa2trhPiJGshqfPz4cfnBD34gR48eHdiIe0iABEiABEiABEiABAYQ6OnpGbCPO0hgqglQAJ3qFeD5SYAESIAEEpZASkqKfO1rX5OZM2fqOTocjmHn2h5wK/d3p6TbveK09Eieo12KlUt8vqNNclVyJMQEhTu81+uV3bt3y2uvvSbV1dU6225XV9ewffPg8ATKy8vltttuk8HWKBQKySuvvCLIcsxCAiRAAiRAAiRAAiQwNIE//OEP8s///M/y+uuvD12JR0hgCgjQBX4KoPOUJEACJEACyUMgJydHHnroIYGFIVyq/+Ef/mHIyV/wFEipq0HmpF0VixLdrBIUmyUoDmtA/CHlBu9Pl7rPY4NClNu/f79+oEOXyyVOp7Mv625eXp586UtfGldG+iEHmoAHLBaLrF69WifvOHPmjLz//vtaaDam6vf75cUXX5Rvf/vbxi4+kwAJkAAJkAAJkAAJhBGA98zBgwf1nmPHjglCQrGQgFkI0ALULCvBcZAACZAACSQ0gaysLIHINn369CHn2diTKQ3qoXzgJcveJam2bi1+BoJW5QCPf0GpdNcN2r67u1va29uls7NTPy5duqStQwetzJ1DEsjOzpaVK1fKU089JQsXLoyoB7ZIksRCAiRAAiRAAiRAAiQwkABiqhslPz8ypr2xn88kMFUEKIBOFXmelwRIgARIICkJ7NixQ2bPnj3E3EOSYu0RX8ghl7z5ctWXJ9e6c+VCd6Ec7yyTbEeXzEq9pi1Dh+igbzdij8Ktm2VsBBC+ADFcjfAF6AXiKB4sJEACJEACJEACJEACAwkUFxdLQUGB2O12Wb9+/cAK3EMCU0iALvBTCJ+nJgESIAESSD4CENbuuusu7V599epVCQQCfRBSrd2SYeuSLhXrs8ab17ffeNEdtEuayhKfbvdImz9NrFarZGRk6AvNiooKOXfunBZX4XZfUlIyqgRMxjn4HEnggQcekE8++UTvXLZsmQ41EFmDWyRAAiRAAiRAAiRAAiCAcEyPP/64IFQTrlNZSMBMBCiAmmk1OBYSIAESIIGkIIAM8Y8++qg0NDRocc3IMG4JepWbu/aAH5QDssMjSzwuJ+FOv3PnTikrK+urixiWLLElgKRI69ati22n7I0ESIAESIAESIAEEpQArlHxYCEBsxGgAGq2FeF4SIAESIAEkoYAYiPBGnTbtm36QnH/px9L1/6TMs3SLA6LX3pCN76m7ZaAuG090mrLkZWbvyCl0yu1lWfSwOJESYAESIAESIAESIAESIAESGCMBG78shpjB2xGAiRAAiRAAiQwPgLGXfKbV6yS7tzHRc6+ICukURp7suRcTb04VVzQQme7NPrSpVrFBN2+mhaJ4yPO1iRAAiRAAiRAAiRAAiRAAslEgAJoMq0250oCJEACJGB6Aq4Zt0uK0y+Oxv1S6rkm6SGrXK/vkjpfplzuLpLKjV83/Rw4QBIgARIgARIgARIgARIgARIwEwEKoGZaDY6FBEiABEiABCxW8ZbdLf6suWJvPSXu4nbJ94bE78uV9bM2SGpqKhmRAAmQAAmQAAmQAAmQAAmQAAmMggAF0FHAYlUSIAESIAESmCwC/owqwQMFX9Y3Uh3pXfyPBEiABEiABEiABEiABEiABEggSgJIJMtCAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAglJgAJoQi4rJ0UCJEACJEACJEACJEACJEACJEACJEACJEACJAACFED5PiABEiABEiABEiABEiABEiABEiABEiABEiABEkhYAhRAE3ZpOTESIAESIAESIAESIAESIAESIAESIAESIAESIAEKoHwPkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJCwBCqAJu7ScGAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAVQvgdIgARIgARIgARIgARIgARIgARIgARIgARIgAQSloA9YWfGiZEACZAACZAACZBAHBIIhULy8ssvy/nz5+Wmm26SzZs3x+EsOGQSIAESIAESIAESIAESMA8BWoCaZy04EhIgARIgARIgARKQy5cvy9GjR6Wzs1M+/PBD6erqIhUSIAESIAESIAESIAESIIFxEKAAOg54bEoCJEACJEACJEACsSZQWFgoWVlZuluXyyV2Ox12Ys2Y/ZEACZAACZAACZAACSQXAV5RJ9d6c7YkQAIkQAIkQAImJ5CSkiKPP/64nD59WkpKSsTpdJp8xBweCZAACZAACZAACZAACZibAAVQc68PR0cCJEACJEACJJCEBGD5uXjx4iScOadMAiRAAiRAAiRAAiRAArEnQBf42DNljyRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiYhQAHUJAvBYZAACZAACZAACZAACZAACZAACZAACZAACZAACcSeAAXQ2DNljyRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiYhQAHUJAvBYZAACZAACZAACZAACZAACZAACZAACZAACZAACcSeAAXQ2DNljyRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiYhwCzwJlkIDoMESIAESIAESGBoAj6fT3bt2iW1tbWSkpIiS5culXXr1onT6Ry6EY+QAAmQAAmQAAmQAAmQAAmQgCJAC1C+DUiABEiABEiABExP4Pz583L16lUJBALS2dkpH330kbzyyiumHzcHSAIkQAIkQAIkQAIkQAIkMPUEaAE69WvAEZAACZAACZBA3BHo6OiQU6dOaQvMtLQ0KS0tFa/XK5mZmWKxWGI+n8LCQrHZbFoANTqvq6szXvKZBEiABEiABEiABEiABEiABIYkQAF0SDQ8QAIkQAIkQAIkMBiBUCgkzz77rDQ3N/cdhis63NTLysrkscce69sfqxc5OTny5JNPypUrV7Qb/OXLl7ULfKz6Zz8kQAIkQAIkQAIkQAIkQAKJS4ACaOKuLWdGAiRAAiRAAhNCAAIo3NDDC8RPlJqaGunp6RGHwxF+OCavs7KyBI8FCxbEpD92QgIkQAIkQAIkQAIkQAIkkBwEGAM0OdaZsyQBEiABEiCBmBGwWq2yZcsW3R/c0svLywX7UOCqPhHip+6c/5EACZAACZAACZAACZAACZDAGAjQAnQM0NiEBEiABEiABBKZwPXr17WreXt7u47xuXDhQm15GT7n5cuXy4wZM8Ttduus7PX19XLx4kWZN29eeDW+JgESIAESIAESIAESIAESIIEpJ0ABdMqXgAMgARIgARIgAXMQ8Pv98oc//EGOHDkSMaADBw7It771rQHJjRCX0ygFBQWCBwsJkAAJkAAJkAAJkAAJkAAJmI0ABVCzrQjHQwIkQAIkQAKTTAAZ3T/99FP9MGJ5hg+hra1NZ3iHtScLCZAACZAACZAACZAACZAACcQbAQqg8bZiHC8JkAAJkAAJjJMAXNU/+OADaW1tlaqqKqmurtavB+s2NzdXli5dql3dBzvOfSRAAiRAAiRAAiRAAiRAAiRgdgIUQM2+QhwfCZAACZAACcSAgNfr1bE6r1y5Ir/4xS/6ety/f3/fa+OFxWKRyspKWbRokX5gm4UESIAESIAESIAESIAESIAE4pUABdB4XTmOmwRIgARIgASiINDS0iLPP/+8ILHR4sWLZcGCBUO2ysvLEyQ3WrJkibhcrgH1PvvsM6mtrZWMjAwtjKanpw+owx0kQAIkQAIkQAIkQAIkQAIkYDYCFEDNtiIcDwmQAAmQAAnEkMBrr72mxU90efbsWdm+fbusXLlSPvnkk76z2O122bhxo6xZsyYi0VEwGJSamhrdHsJneHKkPXv2SGlpqVRUVMiqVasGFUz7TsAXJEACJEACJEACJEACJEACJDCFBCiATiF8npoESIAESIAEJpoALECNsnr1ai1w3nHHHVrYvHbtmt7euXOnlJSUGNWkq6tLTp48Ke+//750dnb27Q9/EQgE5NKlS/rR3Nws99xzT/hhviYBEiABEiABEiABEiABEiAB0xCgAGqapeBASIAESIAESCD2BL7whS/IgQMHZM6cOTJv3ry+E3zxi1/UVqDYZ4ifsPJ88cUXpaGhoa9eNC8gpLKQAAmQAAmQAAmQAAmQAAmQgFkJUAA168pwXCRAAiRAAiQQAwJlZWWCh1FCoZDAYvPnP/+5IDES3Npvv/12bcl5/Phxo1pUz0iOlJqaqt3no2rASiRAAiRAAiRAAiRAAiRAAiQwBQQogE4BdJ6SBEiABEiABCaLgMfjkTfffFMuX74seA3RMjs7W4ufGIPf75dXX3016uFMmzZN6uvrJT8/X7Zt29ZnPRp1B6xIAiRAAiRAAiRAAiRAAiRAApNMgALoJAPn6UiABEiABEhgoglA6Ny7d6+O5Yl4ntXV1RGnbG9vj9iOdmPmzJny0EMPCaxIIaSykAAJkAAJkAAJkAAJkAAJkEA8EKAAGg+rxDGSAAmQAAmQQJQErl+/Li+88IJ2cx+sCYRLiKJjKefOnRPE+4QVKAsJkAAJkAAJkAAJkAAJkAAJxAsBCqDxslIcJwmQAAmQAAmMQACWnr/+9a+1heZQVWG9OZ4yVvF0POdkWxIgARIgARIgARIgARIgARIYDwHreBqzLQmQAAmQAAmQgHkI7Nu3b1jxczQjLS0t1Zae4a7usPycMWPGaLphXRIgARIgARIgARIgARIgARKYcgK0AJ3yJeAASIAESIAESCA2BIqLi+XixYuj6iwtLU3Wrl0rcJ2fNWtWn4A6f/58sVqtUltbK5999pnk5OTIsmXL9L5RnYCVSYAESIAESIAEYkIAYWgOHz6sv5OXLl0qKSkpMemXnZAACZBAMhCgAJoMq8w5kgAJkAAJJAWBTZs2yYEDB6Snpyeq+aanp8ujjz6qf0gN1aCoqEjuuOOOoQ5zPwmQAAmQAAmQQAwJ+P1+OXr0qNTV1Ul2drbMmTNH33wMBoPyq1/9qi+O97Fjx+TrX/86kxLGkD27IgESSGwCFEATe305OxIgARIggQQlAIvN999/X1tsrlmzRsrLy+XKlStRiZ+w7ESbFStWCERQFhIgARIgARIggakn4PF45Omnn9bf58ZoKisr5eGHH9abEEeNguuATz75RFatWmXs4jMJkAAJkMAwBCiADgOHh0iABEiABEjAjAS8Xq/s3r1bOjo69PBaWloE1p8vv/xyVMNduHCh3HLLLVHVZSUSIAESIIGxEeju7pbGxkZtoed2u7W7ssvlosXe2HCaotWJEyfk9ddfl0AgoMPC3HrrrTEd17vvvhshfqLzCxcuaGtQeGTcfffd8uqrrwquA1DgEj/RBe9jWKM2NTVJe3u79hqZPXu2OJ3OiT41+ycBEiCBmBKgABpTnOyMBEiABEiABCaWgM/nk3feeadP/MTZkJn9xRdf1D/Iojk74oTCwgQJjhDrky7u0VBjHRIgARIYnABck8+dO6eFKgie+EzGo7W1dUADfO4ipjKs+mCJDxdnlvghAIGys7NTD3jv3r2yaNEiKSgoGHYCbW1tcv78eYH4jQSDGRkZQ9YPTzxoVILXxksvvaQ9PhoaGozdWlDHNcEbb7yh309VVVUxidPd3NwsEHrPnj2rRU9jvn0nVi/sdrusXr1a33wdbMzhdeP5Nf628TeNkp+fz5sX8byYHDsJKAIUQPk2IAESIAESIIE4IQBLz5///OcR4ieGjh/aoyn4MWYUuM/hBxwyvLOQAAmQAAlETwDiyMmTJ+WDDz6QcGFquB5CoZAWlWBNhwRzW7dulZtuumm4JjxmIgJIFojvTZTU1NQRw8hAPPvpT3/aF54GIuif/umfDil8I4Y3BEWInrAahqcH3mf19fUDKMAK9MyZM3o/xoS+IdJVVFTIzJkztdhqs9kGtBtuB97P0dxQhSv+hx9+qMVgWKXGY4GwixsXly5d0tdR4I0H5obwAngGf0MAxjGEDsKNC1jEwusG1rG4kQzeuKkB3oksCMd6nfF+P3XqlJSUlEhubm6su2d/JDCAAAXQAUi4gwRIgARIgATMSQA/lg2391iNEBf0tECKFU32QwIkkAwEIGohDAl+uMMVeqwFAssrr7yiBTXchLr55pt5M2qsMAdph+9LCIkQKmNRINYsWbJEW3yiX1hc4js0vOAGIx6w8k1LS5NDhw71iZ+oB8EMghssKHHs+PHjeozLly+XBQsWaPd61MP7yhDesB1NQd+IBY7HRx99JA6HQ8cHh7CUmZmpRaaysrIhBTqIrLA0Hc17GnOA6Ic45NOnTx9REI5mHqOpAxEYNyAuX76swwIUFxdrMRIu+sOt+6effipvv/22FjmjPR/isyL2OtrivLiZgYJtPLDe2A9+ODesfZctWyZgjnABeM+wRBJAOInDhw9rPjt37hSsHwsJTCQBi/rD7f3LncizsO8hCeDu0Wi+ZIbsiAeSmgDEC1x8GC4aSQ2Dk48pAVyI4E42fqQNZn0Q05Oxs0EJwAoBF9Yo+PEFtzQU/M2P9/sDP44ee+wxQVyxqSiFhYWCHxSIKcZCArEigPc1rKBQ8P6C5TQLCYyFAL77IFbBzRgiBpLGQcT42c9+pgWXsfQ5XBv0jWQ3sOBjGR8BrNuuXbu0SHWLinkN4fL06dNaaIk2fiUERXznIts6PkfwXQVrTBS4veM7Ge8NiJ1YM1wnGRaZqANREHX6x+mEOAahzOgLdVEgVMIyeCILhFDMH+OdN29e36kgCUAQ3LdvX9++0b7A+/e2226TlStXjrbpiPXBEddDCCWAMD44F+YBi9WampoB7SFGfvOb3xwgUKMi1hNWrpNd8N2Ul5enhfMZM2Zoi11Y7SIkAq7pJrrgXHiP1dbWDnjvTfS5h+ofXk3G+uG9uWXLFpkzZ46+QTBUG+43H4GsrKy+Gw7whsDf60SW8Xit0QJ0IleGfZMACZAACZDAGAngxwjujO/fvz+iB/wAh1XLeMRPuPDhxxfcuKZK/IyYFDdIgARIwIQEnn/+eamurtYjg3jxwAMP6M9MWJtNRIEgBrdiCqDjpwvLSkNgRNzsPXv29G1DhFq6dKlcUMmFIAZBGMIPdtSHRSfWGmLncB4X4TeFEYYGVpf9C0TYwcpQYWsmWvzEWGCdiusKPOB2DKtNzBm8YJgzngJ+iEcKfqMJ62BYTUK0NArE54MHD2qxE6zDQ/cYdSCEDlVgPYtkUdu3b9fjMerhpgbeD1NRDBEXQi7+zo0C69CUlBS9CTF93bp12p0enzN4j8IQYfHixQnprQOx0xBAsca//e1vtQXvQw89ZODhMwnElAAF0JjiZGckQAIkQAIkEBsCcOnqL36i5+F+kPU/MywM8KMMFioosCyCgDpSwob+/XCbBEiABJKRAMQHo0C8+OUvfznhLuoQA37xi19owQM3q4Zz4zXGxucbBHDzEKJ1fydHQwxFTXhMwdrRKOGu5uGvjeOJ+nz16lXBI9YFXiu47oBACXEP1loQ8ZAUDCInRFeImlgn1DGuURBHE5a6sCA7cODAqOOb958HrHdxDYS/IYjeeGB7MDG1f9vJ3Mb8DQYYG5j09/KBZS4sRStVnFEkroQFbCIU3IiHAH/kyBFtbY85IS4rBHDcmGAhgVgToAAaa6LsjwRIgARIgATGSQA/SCCAjrcYGd7hIgbRE4IoCwmQAAmQQCQBiA+ImQgLONwkglUS3JfxwI/x8NLfnTn8WCxew0INAggeKLDS27Ztm46NB8tBCAMQkxi7OZI2BE7EyYZwBgs7lqkjgL+jN998s28AcDmPpuBvrf/fWzTthqsDQRGPeHtP9PfywWcUhHs88JkAi9BEKbDGxnyeeeYZvU5w04dwjhv+b731lhbNN2/eHGHJmyhz5zwmnwAF0MlnzjOSAAmQAAmQwJAE4AIHK6P+1itDNuh3AEkU8MMYwfcRHwtlw4YN/WpxkwRIgARIwCAAt0vD1R37kNgFMYqRoT3WgoxxzmifcUMMMUcRH6+5ubmvGT7n8RkPsQDus7Ciwo0uCCSwIoVYCisxxMPF9wGeIZwmUoHoCYtNPJCRO9wtPZHmybmQQDgBWNLivY6/b8ReREKteC+Yy6OPPqqtQA2LYVgSG+I5wiQgnAELCYyXQPz/tYyXANuTAAmQAAmQgIkI4Ic3LvTGUvDjdvXq1RPuojmWsbENCZAACZiFAOI7Hj16VAtnsOgcLKYnrNiQERviAqwyp7LAGixc/MRYkJTnk08+iXpYEBggoiLGIJ5h6Qp3ZLja4hgEVYip2G8IpbBChQBbqdxux5N0IupBjlARYQgQVxOhCRC7EyJQMrmsj4CHh5OEwHvvvSd4oODzae3atfoR70IoYsdWVVX1rSKEXqPAk4kCqEGDz+MhQAF0PPTYlgRIgARIgARiTAA/TMdSEDsL2VcZ33Ms9NiGBEggUQnAmh43lSAYQtREfEHcaIIr+UjFbLECRxrvcMdhLQkGeAxXIIYi1qDH4+mLS4h9X/va17Qb/nBtY30MQjVEWAjUEGKxfmP1joj12NgfCZiBAG7OvP/++/qGDkJlJFKoo/DrWYQlYSGBWBCgABoLiuyDBEiABEiABGJEAJlTcafbyB4LaxxYuIz0ow9umvjBCheieLcCiBFKdkMCJJDEBCD0IQ4hPhun2oIznpYBQmm45RXGjn2nTp2aFAEUIifieGLdRhJr44krx0oCE0kAFuIIn/TUU09pt/iJPNdk9W0kSMLnD+KEspBALAhQAI0FRfZBAiRAAiRAAjEiAPHyoYce0vHo8BrZUvEjEBlrz58/P+xZ4MqJOkjcgThwaAfLHViHIqA8CwmQAAkkMgEInbAWRKZnxI9DHEyW2BCAy/lElz179siHH3440adh/ySQkARwo/zVV1+VoqKivqz3sHRHAiWIiDgO624kF8LfM26aQ1hEUqX+xUhABCt41FmyZEn/KhO+jevXZcuWTfh5eILkIkABNLnWm7MlARIgARKIAwIQPufNm9c3UlzM3n333fLv//7vffsGe4G4bXDtfP755yU8gyjiuj3xxBN9cd3QFq6FEEVdLtdgXXEfCZAACcSUAH5I4wc3Yk4iYQ/iT8aqwPrp3XffldOnT0d89sWqf/Yj+qYcEkXNmjVrQnAgcRPFzwlBy06TiMDZs2cFj2jL8ePH5cknn5TU1NSIa0TEFzYSEOGmEkJR4DoUn98sJBDPBCiAxvPqcewkQAIkkGAEcJH161//Wme0/cpXvqLvYCfYFPV0cBceyRsMK01YakIQgLsPsvkOVowL0cGOGfvQ75kzZ4zNvmcIDxBEDdf4d955R/bu3autQ++8807eYe8jxRckQAKxJoDPJHzmIPZmeEFmcoTsgJXPWAosmz7++GM58f+3dydwU1f14sePu4hgKCICLoALyCKggriBEKaoZZlWNzPLraxry+3fZte6r1u+zHy1eds1zRUrxeQKoojlgoILCoKIiiIuoKIguaCQfz+n+5vmmWdmnpl5Zp/Peb2Gmee3nN/5vefh98x8f99zzqOPhldeeSVmOJVSj/sULsDfrUoEQBmjlV4OFgUUqK4A19Gf/exn8aDcFOezKJOe0aMovSxcuDB+Zj3uuOPihGnp63ytQCMJGABtpHfLtiqggAJNLjBnzpw4WQVfhh5++OEwYcKEpjpjuiDddttt8dzokpRZCBR8+tOfbtddnQBpMuNn5j4d/cysmty1T4KfbM/sxxTaw5dOuxhFDv9RQIEyCzBxDTe1shW6qZNVVMqkHdzUufLKKx0jMhtshZZtt912YdiwYWWvnZtzjF3I74pFAQVqJ8DnUh58/s5W+D/661//OjBWPcMz7bbbboFx6i0KNJKAAdBGerdsqwIKKNDkAszymHTd6devX9Od7fz58wPdinIVsmu4y77ffvulNuHLIXfoCVaWUribzwyhjAs1cODAMGnSpDB+/Pj48zvvvBOXlVKv+yiggAIdCWTLSE/f59prrw3MXMwX6mLK3LlzDX4WA1aGbblRVs5gx8qVK+PfQ3p+cJPPooAC9S/AZ1EmKeNBYYglSjKOKJn+vXr1imOGkuVvl/nI4z91JGAAtI7eDJuigAIKtLoAX7AIfJKt2KNHj6bh4IseXc7JeOqo3HLLLXFcTibvWLBgQewq39E++daTKZUUxnpinDW6nX7pS18KjJvHB1WLAgooUAkBxiXOV/gyPWPGjPglmsnbCi0dTQhXaD1uV7hAOSbS42Yes8kzluiSJUsKP7hbKqBAXQow/AgleeY1n3n5/Mo1g0k4eXB9T4KlbGNRoFYCBkBrJe9xFVBAAQWyCuy4445Zl9f7QjI16R7EOJzcCU+6nLP8mmuuiZN/FHIO7D99+vTAbMaVKARE+WB66KGHxplCK3EM61RAgc4JMAMvN0wYDoTJKegmnlxTOldzdfc+4IADYqZQvtnYueZNnTo1ji3JdY+JkjhnMuHpjkmmOplEyaRJdJtn/GRLdQWK+dvM7y/vXXrAgyzPK664Ik7AV92WezQFFKiFANcAbnTw4GbYscceG4YOHVqLpnhMBVICBkBTFL5QQAEFFFCgeAG+vD/wwAPh/vvvT90B79atWzjmmGNi0IIMJz4EFlMIAvBhkborUeiWSjBlzJgxJU9AUol2WacCCoTYLZixgtOHvWD4CiaGa7TCEBwEMhmGI195/fXX2407l4xVzH5MlEQ9e++9d/jjH/9YsWtjvja28joCF4z3l6/w9+quu+4Ky5YtS90MpCcHwWv+BnLzbd26dfmqcJ0CCjSpANeHG2+8MQ6jwSRLFgVqJWAAtFbyHlcBBRRQoCkE7r777nYTFPElj4k/zjrrrPhhj5nW6eZZTECTcZMqlQVK9yQeBEHJ0LIo0MwCBGUWLVoUyMYeN25cGDJkSNlPl4w3gnRkLuYrzFj+0EMPxaxGugTSnvRu4mQ7ZgY/qW/VqlVZq6VL8VZbbZV1XakL6crIMC2sMwAAQABJREFUhHScEzN+77///kVXxTXwmWeeiV2d6fLc2UIwmPGT842h3NljuH92AX6vCTznK/yuENx4+umn22zGMCs8LAoooAACfBbm794+++wjiAI1ETAAWhN2D6qAAgoo0CwCfMnPVghe0u2TSSOY4INAAtsS3CgkC6ZSwc/0thbSjvTtfa1ApQXIBNxiiy3i2GHZjkXgnoxrfnfpFj569Og2AcTMfchGu+OOO1KL+fI1ePDgGKzk/9gLL7wQu+kSpLn11ltjvcxuO3ny5JyBRdrI/+WePXsGugUzGQRj9xKk23nnneOXO8Y8yywEYKdNm5a6scF4vByfDDnqTCY74+ZHevYn9aRn31HP3/72t9itkG7FjOP7oQ99KLYl/ZismzlzZjwe3Q733Xff1GrqICOP6xPeSWFCmquvvjoGi1mGH+1hfObMwg0dtmc8Rya+IAjG+8K5WJpHgEBFtvE/mSmaB+sZkzUz+Nk8Ap6JAgqUS4C/tTfccENYu3ZtGDt2bLy5x00y/m4wB8CwYcPKdSjrUSCrgAHQrCwuVEABBRRQoDABPqxl++JHwJMx/AgwkBXGM18UCSgwBmctC1306ZpKphddUw866CBn6qzlG+Kx4/+Lm266KQbQCMgdf/zxceKEdBrGfpwyZUqb4BzjQuYbUywz65q6WUbmNjOJM8Ymy/g/kUziQJYmwc0DDzwwjkfJjQyCe4w7yYMva4xTSdl6661jHUk7CWjSRjLmuPFBkJYMOsqsWbNSwc9kewJHhUzoQwYr1w7GVKQ+Ao9JefHFF8Ps2bPbdJHPHG8RO84LV8pll10WJ1ijLtp5xBFHxHqZKI3gaHohgJweACVQy5huGHIcS3MLEODm/0B6djMBb/6/UgjkO9Nzc/8OeHYKlFvg9ttvj38P6W2Q/M2ZP39+vLl42GGHxWEz+Jkblfzd428tzwyrQa8JPsOm954od/usr3kFDIA273vrmSmggAIKVEGATC+yrwgwENhMMrf40siDjM8Pf/jDgTH8KHR7rXUAlCwtHgROli5dGgMfBx98cBW0PIQC/xIgqMhNAgKQ8+bNi7+TrKUbOMHC008/vc0XnJtvvjn1RSmphd9fgozJBDnJ8uSZ/5+sT4KMRx55ZHxNBmVSOF7mOL10m+9o3Er2J4CarRAk5UG7OD7109bOFIKueGUrfDlML0ykxv/x9EIAlfMmaPnSSy/FVVyvyGBl4rbhw4dnnRiNL5kERpOMVYK8yXUuvX5fN6cAv+NkXqdnNWcGvpMARnMKeFYKKFAJgWx/Y5PM8o6Ox807ej/w95W/Xzxny1TvqB7Xt56AAdDWe889YwUUUECBMgjwhZAMmFxj8yWHIPBB4IbxQHlNFijZWwQUCLzUQ8kVxKmHttmGxhQgIMKXG/6fkA09atSoVCYkZ0TG4r333pvz5MgwY2KxZIxasjazjSVIJiKBvTPOOCN07969XX0E74477rgYYCXLk0w1/u9lFoKx6SUzczR9XTGv6daXPplPMfsWsy1d8i+55JKYLUPX9lzXFgLN2QrvB8HV7bbbLnaV57pGAJUvmdRFl0VL6wq8733va3PyDBPB74aB8DYs/qCAAlUS4NrD5wseFP52nXjiie2GgqlSczxMAwkYAG2gN8umKqCAAgrUjwBBzY6Cn0lrCaZceOGFMZBAQIZuPMV03WHbcgVkkjalP/fu3Tv9R18rULRAEgghKEIhuEnXNgoBSrpREwidOHFi7LqWL/gZd3rvH4J6SQCU/wOMg5lkcibb8MyNBYJ+HJtsUh5JIVONjGu+JBH8yxUYTLZv1Ockq7vU9tPFme6GFgUyBRgOgr9Z6YXs5uT/fPpyXyuggAK1EGBM0euuuy6MGTMmZoNm3rSpRZs8Zn0KGACtz/fFVimggAIK1LlAIV1tGKOIwCXBmaTwM+MIFlMI7FSyi2Eh51JMe922dQTols3kQWRVEqTcfffd49iZBD3TC1nGZEISiPzUpz4VJwuiK3W+wrASv/zlL+P/IYKajD2ZrTAREcFNskHZjiEp6M7NhENkkVby5kG29rhMgWYSYNiIzJLc3Mhc7s8KKKBArQQYx5uJDincMN1vv/3CnnvuGW/C0htjyJAhbW6Q1qqdHre2Apu896Hw3do2obWPzvhrlfxS29q6rXP23OWiW1+xQZXWEfJMSxUgM5CgBoOQJ2PGlVpXs+1HF90//elPsVsuQRcmiCATjWs6z41QeG8POeSQ+OB1tQvjNxFAyxyrsNrt8HilCzBWZ65u1blqJROUoHu2rui59ilmOXXzNzGZqKiYfd1WAQX+JfCBD3wgBhH+tSTEMWS5MWFRQAEF6l2Az+dJzw8CoNwgtZRfgCEIkony+H6UmJf/SP+sceeddy65ajNAS6ZzRwUUUKD5BLgnxl3SpDslXUeZXIMuJQQTCHQ8+eSTYauttoqzHJN5xYyMjGmZTIrAZD+t0KWaboGf//znY7CTu86///3vG+4Xgm6Nhx56aMO12wbXj8C2225bdGOYHKySpVFuQFTSwLoV6IwAY3yOHz8+8ExXd4Z74e8Ff//vu+++zlTtvgoooEDVBNIDcYsWLQp77bVXGDx4cNWO74HqT8AAaP29J7ZIAQUUqKrA888/H2cG5o4dE4Fk6xhw/fXXxzalj/lF99RshVmG6XYyYsSIrDMKZ9unkZeRbUYAuNKFO6uM01fOQtY473kpQaxytsO6Gk+A6wQzpTMzOL8/mZMINd4Z2WIFFECAXkWTJ0+OvRvo0TBlypTA3/vNN9889gZRSQEFFGhUAb6jGABt1HevPO3+50j15anLWhRQQAEFGlCAQcOZWISsz2zBT06JwGd68LOj03zggQfCH/7wh9Aqs4tXerB1uop/7GMfi19AO7Ivdj3jN1oUKFaA8TaZ5Z1rB8FPupb17du32GrcXgEF6kxg7Nix4ZJLLgl//OMf4zAvyc1OhsKxKKCAAo0skOt7TiOfk20vTsAAaHFebq2AAgo0nUClPgzwZYku9ARJmF0433EIrjLGKN3s0rurNAo2g6wzVloy/k2523344YfHrBwycMpdOpqIptzHs776FiAj/Oabb+5wfM5ktvfkbNgv3//xZDufFVCgfgWGDh0a/vrXv6YyPTMnM6vfltsyBRRQIL8Aw3N99KMfzb+Ra5teoPzfpJqezBNUQAEFmkOALzaMXTls2LA4rhdjeJZ74hAmSEkKQU66xmcW2nHjjTemunczvujxxx8fdn9vNmkKXWwfe+yxOLkQmZZ0XenWrVtcV0//cG6J5dq1a8Ojjz4as2YZgJ1zKLUw/uqAAQPC1KlTK5JRS7d6Ale1mASpVBP3q4wA4/xeddVV8SbEgw8+GAhyDho0KHUwhnpgGwa7ZwD6/v37h6effjr+/rz66quxy2xqY18ooEDDCXDj0snDGu5ts8EKKFCAwNFHHx2Yu8DS2gIGQFv7/ffsFVCgBQQIcr744ouByYkIxjGmF7OXZ2Z20O2NGcEJhDI2JBOJEGgk+Pj44493eqZuuloTLCFTMn3Myblz56aCn7wd69evD7fddlsM+pFVxiM9K3T27NkxQErWZTkLX/poHxM9MMERweBCCk5kzDA5BO0kOMSDYOjIkSMDY6tedtll0b2Q+pJteK8IBPPM+1WpiWNo/+233x5Gjx7d5n1J2uFz6wjQlT39/9qcOXNSAVAC+gThLQoo0LwCDG1hUUABBZpNgM/0Xbt2bbbT8nxKENjkvayPd0vYz13KJEBQgmCERYHOCJAVx4WdoJVFgXQBMrauvPLKmKFFYI+uHwQ4Lr300vTNcr7m9yrXNYrssO7du8cPFGSN8HvIM5mezBx7xx13ZK2XzM79998/bkuXbsYXK3ZW2b333jsQsGVszKRbOMEbZrDn7m5m99ysDUlbyH4XX3xx3J/FZEP269cvHHjggSFfoJXzveGGG8LSpUvTavvXSwKpu+22W6xr4cKFMcCaOZZq+sQSTKiE6dZbbx14zZAAtK0aBcvTTjutGodKHYNjEnhm/FlLfQhce+21MZhPa7hmcLPitddeizcmzAyrj/fIVihQCYH0v0WVqN86FVBAgVoI0LPsmGOOCXx3sFRGgMSPZBgwEj/Sb6ZX4oj0Qiq1GAAtVa5M+xkALRNki1djALTtLwCBMDLy+NKeTMLDhZmxrQhmFRsca1t7Y/1EBhcWSeHu55lnnhl+9atflb2bG0E7xtfhvhqBu8Qebx4EC8td+N3fd999Y8Am6Wbeo0ePQDeXXXfdtaDDzZgxIzz88MM5J3naa6+9wrHHHhv4AJVZGN+UR0eFQNLpp58efyefe+65GPAj0/WZZ54JdJenkInJslqWr3zlK6FLly5Va4IB0KpRF3wgAvRkBN9///05b34UXJkbKqCAAgoooIACNRQ48sgjw6hRo2rYguY/tAHQ5n+Py3aGBkDLRtnSFRkAbfv2X3HFFYHMx2xlp512Ch//+MdbphsE3d+ZzTW5E0d36i9/+cth0aJFYfr06dmImmYZ42YSkKUbPxmpBNsyC8FIZqvvqDC7NZmlDA9AgJ0gEc877LBDKGQSoUbIrOE6ctZZZ3VEUdb1BkDLytmusuRmBDc+Ch03l+EWGPLCooACCiiggAIKNLoAPbE++clPNvpp1HX7GykA6higdf2rZOMUUKBYAbpr5wp+UheZiXR1ZvIOshKZ4IMu2UzWQxdlAgYsJ42fB1mNBA150BWUMR0Zk5L0fpYRWOORrZDRRxdyHrUqZB6efPLJMZuL9hxwwAGx3SNGjIjZh4888kitmlbx4zLGafo4pwSA6FbOM+85Xdyffm/Mz0IKgVIemYXgJ78HSYA5c33ycyWyX5O6O/vM7yfZrZMnT+5sVe5fRwIE6JnQiKFRCMCfeuqpMWCfr4kvvfSSwc98QK5TQAEFFFBAgboUOPjgg8OQIUPi9znmF0iGnGKorZUrV8akiLpsuI2qqoAB0KpyezAFFKi0AMEcgptPPfVUzkMxpmIS+FuwYEHM7OOLf3ohWEi2X2ahW2hmMIvu1nTDpjCjNpMGMWEIf3AJPEycODF2vaBL/rRp0+LM62QO7rHHHrFLPl22K1nIeqWNmaWWgdnMtlTj52ScSQJChQY+C2lXR8HPQuqo5TbMMj9+/PhaNsFjl1GArG8C8w899FBqXGiuWVyXDjrooLxH4rpnUUABBRRQQAEFGkGApJU+ffoEhqvi8yxj+B9++OHxeyBBTwqJD5X+rtUIVrbxnwIGQP1NUECBphM44ogj4sQ/hU4ekxn8zAeSGfxkW7IMCYDyTPfR9EmDCI4xDidjz9x4440x65J9CMYRhCPzlKzSo446isUxA3X+/PkxU5UAJYM884edgGm5SzJYdbnrtb7GEuD3y9IcAkw8dtddd2U9mUJmP2WoB7InGCLDooACCiiggAIK1JsAQU6+N/HdiMAmPfQyC13eH3jggTjfAd+zso3jn7mPP7eGgAHQ1nifPUsFGkogmS2bICETxNCVk+7KjBfIHb5sXc7pun799dfHLCfGIRk4cGAg85ExIJkEKF+3eHD4w1jKBDT8EaZ91113XSCQmh78TNAZe4ZsLCa8yVbIQk0CoEw+cu+997bbjHP/yEc+EmdlbreyxAVkg5EtRrasmV8lIjbBbtwh5/+VpfEFmMwrV8l3feOaS+CU6y3XUosCCiiggAIKKFBPAmRy8p1q//33j8kh+drG97qOer3k2991zSuw2ffeK817evV/ZmSo+WWj/t+nem8h41TSBeDNN9+s96bG8VgIujEWZ9LFPH3WaSbfmDp1amCCMNYzkzhjuPCaMRiXLFkSRo8eHc83/WRZf/PNN8dFfNGnfjIyyXJk9r999tknriNYmS3YR4A1mY07vd7018wqzl1G6qdrexLspGs73apz+XMu+SYV4RpAsJY7mXSxxyezcK2g7YMHD85cVfLPnAMuY8eODYwJyu8R3fYtrSVAljJ3x2tRyEokqzrb/8latKfRj8kYt1wLuU7hmlyjOC+uIdlmQSVDggnRuNb6eaTRfwNsvwIKKKCAAs0pwOdVEkborWKpL4FkzgxaxXBwyfirlWolwfBSixmgpcq5nwIKFCVANuctt9wSnnjiiTZfyqmkZ8+eMcOTYOWzzz6bt14CJQxszYzVfGEn65ILLV/6sxWyKbNlVCbbksFJ0IAgJUHkfBfsXBmcSV2deSYLlMmV8nXHp42VKBh07949HHLIITHAXKnjVKLt1tk5ASZwGjduXOcqce+6ESCQnQSzyez9/e9/n2obmfGZhRtKM2fOzFzszwoooIACCiigQF0JcJOW74kGQOvqbWm4xmzy3i+SfZ1q+LYR7PAtqOEb0CSHJnhF8C5XELAap0lWJEFOgpFkGvEgWElW44477hi7iCeDUVejPc14jGHDhoXjjjuu6FPjvSCoSYCZoDFBL7JJWU4WaJJBnGQR0yWeQDWZrZbmFGBsWR777bdfTWfF5PrA7yS/i5byC5AFz4Rs/D/nBkcyDiifO8g2/9vf/pYzc738rbFGBRRQQAEFFFCgcIH05BSSX0466SQnNCqcr2pbkpGZ9OikJ2O2OTPK2RiGhiu1GAAtVa5M+xE0clDeMmFaTdUFyFi89dZb47ibBD8tlRUgcEm2JlmqBDPJ6CJ7lq75PLOObvj8AWIIAIYM4E5psRmdkyZNimPsXHzxxZU9IWuviQC/H+eee27WQeNr0iAPWnUBsvGnTZtW9eN6QAUUUEABBRRQIJsA320++9nPhssvvzwmYfDd5mtf+1qMlfD9hpu4BEQtCnRGwABoZ/TKsG+2sf7KUK1VtJgA470R/Co0CEmGH4Exsq/23HPPmBGYkHHHhkxN/tCQJUgWIMt23333GBQjM5DMZTKLeFiaU4BgK2PtWJpDgLFeyc5mrNkDDzywrJNpdUaIID6Z4rnGz+1M3e4b4s0SJkZ6+eWX440Rgt+MC0oA1P/f/oYooIACCiigQL0I9OnTJ5x66qmxdyzJG/QgZJgyS/0LEJxOkvqYUyN9DPpKtH777bcvuVoDoCXTlWdH/nNX+hekPC21lnoWoEvAZpttFifi6aid8+bNC7NmzUptxt22E044Ie6/aNGiwFiUuYIRdKOsdEp7qmG+UECBsgl89atfjUMdlK3CMlVEFxauN4XevCnTYRu6GqyYdI2ANnYMIcAyblYR1ORDKDfEWJ/czGroE7bxCiiggAIKKNASAtyoJwuUzzGWxhEgoYGYAoWb7pW+yc4wXqUWJ0EqVc79FGhQgcxJhviSfMUVV+Sd/Cc5VYOfiYTPCjSOwOjRo+sy+Nk4grVpKeN0MszIihUrYsCTD5Q8GDrHooACCiiggAIKNJsAn3MY6ovEHosClRAwAFoJVetUoMYCBDnnz58fvyiTtcmXaL5M9+jRI+ss4/lmPq/xqXh4BRQoUoDxkQYMGBD22GOPMHDgwDhWbJFVuHkNBBgK4NVXXw0vvPBCWL58eWCoEm5QWRRQQAEFFFBAgVYQYIZ3g5+t8E7X7hwNgNbO3iMrUFYBxnl78MEH44Q3uSa9YUwOiwIKNJ8AY+EwdlL//v3juL5bb711851kk50R1+mlS5fGgCdBT8ZctiiggAIKKKCAAq0qMGLEiFY9dc+7SgIGQKsE7WEUqKQAmULMmGdRQIHmF2BAeMb9JaObO+VkeTJQvKX+BdasWRMee+yxsHDhwnizqv5bbAsVUEABBRRQQIHqCDCeuUWBSgoYAK2krnUrUEEBsj3vueeeOAFGpQcaruBpWLUCCuQRINDJQN88yPDs2bNnapDxPLu5qo4EGH6ELu1cs5csWVJHLbMpCiiggAIKKKBA/QgYAK2f96JZW2IAtFnfWc+rrgRef/31wPhuZGwlhS/FjO/GeH10Vy12trtbb701bNy4ManOZwUUaBKB3r17hzFjxsRxPLt06dIkZ9V6p0EXd4YmWbx4ceBvgEUBBRRQQAEFFFAgt8AWW2yRe6VrFCiDgAHQMiBahQK5BJhcaPr06WHBggVxE7qq7rrrroGxOOkGmXwpJgjKtkxYxFh+dGfdaaedwuDBg9tNYEK25+OPPx4HiC4kAErGGGPLvfXWW7ma6XIFFOiEADc2hg0bFm9k8MGNbs78H+fB/z26rFP4//rmm2+m/t+nH5IbIPxfZfKicePGxWtB+npf17fA6tWrw9NPPx2WLVsWJ53j/XRMz/p+z2ydAgoooIACCtSXwNy5c+N34kmTJuVs2KOPPhoeeuih+Lmaz81jx44tOpEoZ+WuaHqBTd7LQnu36c+yjk+QDJFCglh1fAo2LY/AM888E6688so8W+RfxSx4I0eOjMFOAp88+IKdBE7z7+1aBRSolgA3L4YOHRp22WWXmNXNTQ2yN7fZZpv46Nq1a+rDGTc7+D/MM//HeZSSBV6tc6vkcXr16hWDwuvWravkYSpSN3+7582bF7M8X3nllYocw0oVUEABBRRQQIFWEyAZ4OCDD2532qtWrQqXXHJJm+X0nCLZgLAWn7+7d+8ex8rfc889A+sslRfYbrvtUkN0vfzyyzFmUcmjMjRYqcUM0FLl3E+BAgReffXVArbKvQlfsO+///7cG7hGAQXqQmDDhg3xbjR3pLMVPpAxnic3NOje3q1bt2ybuaxBBLgZdfXVV4fnnnuuQVpsMxVQQAEFFFBAgcYQuOuuu2JmJ5+f0ws3njPLypUrMxfFn+fMmRNOO+20sMMOO2Rd78LWFDAA2prvu2ddJYH58+dX6Uih4C7xVWuQB1JAgZQA2Z5kCd52221h//33j/9fUyt9kRLg7j13jp999tkYXMSMruQEHBlegKxahhxgiJB+/frFyaHIvq1WYSgRPpQ/9dRT4aWXXqrWYT2OAgoooIACCijQMgIkAV166aXhoIMOikPCJSe+YsWK5GWHz9RBcNQAaIdULbVB9b41tBSrJ6tAiGNuPv/881Wj4CJvUUCB+hagWw5d3i1tBV544YVwxx13xMDn+vXr265M+4nxVdmWiYUoWDKu8pAhQ+KjkrZ8iL7uuuvi2K5pTfKlAgoooIACCiigQJkF6O4+derU+LmLoaO4Id6nT5/ATPEkFuQrDD3FXBqDBg3Kt5nrWlDAAGgLvumecnUEGNNvt912C8uXL6/OAT2KAgrUtQDd3k844YSS2khmJBmHjBtNNuTuu+8eMyFLqqzOdmKm9Ouvvz68/fbbRbeMGz9kY/IggHrsscfG627RFXWwA13dp0yZEvIFZzuowtUKKKCAAgoooIACRQrMnj27oD0YN5SxQJlMmJvjmd3nC6rEjZpewEmQavwWOwlSjd+ACh+eGZ/p8vrII490eKeqwk2xegUUKLMAH6w6ugPNIbfaaqswfPjwOJg7kyIVWuj+zcziPJhQ7Y033kjtyizjBFP32GOP1LJGe8HER7NmzQrM5lmugu/ZZ59d1g+9ZPIz3mcpAdpynZf1KKCAAgoooIACCuQW+NznPhe233773Bu4pmICToJUMVorVqD6AmRbMRER6fYEMujCysxjzCpHECJfYby6Y445Jhx++OGxy+bSpUtj+j6TIxUSOMlXt+sUUKC2Aqeeemq8JjBmJdmZq1evjrO7c80gEMekR4xVySyUhYxTyX6MfUn37mXLloV8M6OTEco4SI0aACWYy9hOdGcqZ6FeApVk4JerzJgxw+BnuTCtRwEFFFBAAQUUKKMACQkTJ040+FlG02auyi7wzfzuem6dEmCsESYxmjt3btZuj9tuu23YZ5994oQmBDryFcYhOeCAA+KD7S688EK/UOcDc50CdS7AWJPcDEluigwYMKCkFq9duzbQBZybIwRRCWwWUrgJwzWlUcvdd99d9uAnFnwIxnGXXXYpGw09NSwKKKCAAgoooIAC9SfAWJ+N/Jm4/kSbu0UGQJv7/fXsShQgK+niiy9u0+U0syq2mTdvXnwwzsiIESPiYMuFTMJx6KGHhr/97W9hw4YNmdX6swIK1LkAQbYJEybE4GepTeUGy8yZM8OSJUuKqoKs8sMOOyyMGjWqwwz0oiqu4saMo/nQQw9V5Ihk1jOe6JlnnlmWLFCySbnZlS8btyInYqUKKKCAAgoooEALC2yxxRaxxyXJBvSkSh4MDcWkmBR6/Bx44IEtrOSpFyvgGKDFipV5e8cALTNomaojO4kAZbGFizDdXUePHh27vubbnwDIggUL4oOusxYFFKitAMFFxu3tqDCZEVndBEK54cGMlGPGjImBso72ZT1d3bnBwlAYpRQ+CJ544ollzXIspR2l7nPfffeFW2+9tdTdC9pv//33D0cccURB2+bbiLE/+aBtUUABBRRQQAEFFCi/AEPK0QOKG85MIEwvJyYy6tevXyAImlnYlhvTfA7ns3shyUeZdfhzeQUcA7S8ntamQNUF0icbKebgb731Vli4cGF8jB07NowfPz5nlhYBFLbhwSQbfMkmIE4wlIt6qW0opr1uq4AC/xIoJPjJ1vz/TM8IZCzOxx57LJx++ulZP6j96wj/fMUYn6UGP6mBDEpu0Oy1114xELv33nsXNMZoZjtq9fOiRYsqfmjGbR40aFCcBbQzB+O9tSiggAIKKKCAAgqUT4Cek0z2SVLAwQcfHPr371/QZ2haQMCUYagsCpQiYBf4UtTcp+kFRo4cGfiS3pkg5D333BPHomOm5lyTJdGNfvbs2fHOFd3oGcOkR48e0Xfjxo1xQhW6yfOgK+a9994bA6XORtz0v4KeYIMJ0BXnySefjEG3jppeSPCTGyQ9e/YMy5cvz1ods8LzoLDdIYccEsckzrpxxkLunHPT5ZFHHonP/MykTdxxp55K3knHiOz3ahSGF+C62pnCcANkrHJzK9+QJWT+k63AjPaZ7++WW24ZP+DjbFFAAQUUUEABBVpZgB6T9NIpZILQVnby3CsjYAC0Mq7W2uACBBS+8IUvxKyuJ554Is62nJ7xVejpsS9ZncwEna3QDZQvzBQmQqHQvZXjDxw4MGaHpgcjPvrRjwYCo48//nhsGwGQUtoVD+Q/CihQVoFcNzoyDzJ8+PA4wVq+jFMyw7khwnAczAyfbyIeZqH/y1/+EoN9dB/KV6iH6062wGoy8/wxxxyTr4qC1nFzhyAuwc4XXngh3sAhkEjgtVqlHB+skyx92kwAkyAo2QrJg5/pfkXXHwqumQFQb1hFGv9RQAEFFFBAAQUCiUbl+IwmpQKlCBgALUXNfVpCgDFHhg4dGh+cMF/o+fLOgy/0BBI6ymQiPX/77bfP6ZXt4k/31ueeey4+WJ85sDMBUbp28iDrbOrUqbE9OQ/iCgUUqLgAmYZ0SS+kcE0444wzYgYmwUuuI9zY4P/2+973vji2J8FPypFHHhmf6Yo9f/78OGlStkxEgnPMfp4vAMoxrrnmmrzXLbJCmUF93333jcct9h8mIbrpppviMCAEBsmcrFXmY2ezPzPPnQA3fxeyjUeVbDt58uRw5513xuu3N6cSFZ8VUEABBRRQQIF/CiQ9mPRQoBYCToJUC/W0YxJE40uppTEF+HLPmJ1k/BAgpdDdkS/IZHISSCAIkKuQGcR4gNRBd821a9e22fSoo46Kd8naLPy/HwgqXHrppWHlypXZVrtMAQWqLNC3b984OVG+//OdbRKzp0+fPr1dNQRPybikJAHHzGf+1nDN6qhQ19e//vWcQ3fk2p8hQ5iBvR4+2NKVn+7r1Sq4cv3GmBtTBLYJWrPstddeCwSGLQoooIACCiigQKsLkGD0wQ9+sNUZmur8nQSpqd5OT0aB3AKMYULQg0cphWApg0BTJkyYELuzEwwlI4wx+QYMGJCzWrYx+JmTxxUKVF2AzO2ZM2eG4447Lu+x+b9LgIwHwUJunhA0HTVqVN7/81TKDPTZCoE3Am3lKLvvvnvRwU9u5EybNq0ubujhWKng54IFC8JTTz0Vx4dmCAOCvkkGbznsrUMBBRRQQAEFFGhmAcaDpzdTtp6QzXzenlt9CNgFvj7eB1uhQGpGu0JntSPbi9mfmX3aooAC9SFAIJBsPzICCY6RhdmrV684DjAZ308//XQc0zNba5cuXRoOP/zw2JWeO6l8OKQergmbbrpp3IWxgceNGxeY5ZzAW7kLk/kw1nCxZe7cuVULfnLjCB9cGDIgec0zk8hx86jQgi+Ba4Y24YM4wxPssMMO8UGXd95DsjgZ9uSBBx6IwwwUWrfbKaCAAgoooIACCrQV4AYyE/vSW8eiQLUFDIBWW9zjKfCeAF+qV61aFfgDwJifBEYIdmR7TibbSJ7Zhgc/WxRQoP4EGM4ivTA256JFi9IX5Xx9++23Bx7phYAfGY2MMUrA7+CDDw4HHXRQDMoRUE2CqtnGBk2vp5DXZLMXOplTen0M+VGuQjYswU0Cmpxv8pqfeZQ6xADXTTLsueZilkxSl63dDGPCscjStSiggAIKKKCAAgqUT8DvseWztKbiBAyAFufl1i0mwAztZAbRRZUupnzJJ7uIL+VkGpEplKtLajYqso1mzZoVJwhJxufLtp3LFFBAgUSAwB3XDR4Mu7HzzjuH3r17x8c+++wTg6FcnxgSg3EnGVu6f//+gWxOAn50y+9ouAwyTJmVc/To0clhi3omQEsmZSEfaMm0ZJxRnpMxk5n0ifZybWVZOQtjNDMxEddznAopnIfBz0Kk3EYBBRRQQAEFFChOgHkyLArUQsBJkGqhnnZMJ0FKw6izl8y4PGPGjA5bRVCUYATd0Qkg8MU+V7n55pvDgw8+mGu1yxVQQIGiBQiK0nWbTElmgSewmMxWnlyPCKJS2IZMUbIguSHDMzdzCEAWczMnWyPJbH/llVfiNTAJcKYHO5PX6fsyPACZ8JWaMZ3MW2alL0d2bHq7fa2AAgoooIACCihQmsCOO+4Yu8Az7nypPXtKO7J7VUKAXlPJEFQkEBSSENGZdpAMUmoxA7RUOfdregG+yBdSCCAsX748Psg0mjRpUhz37/HHH4/j9nFh54s/JZmluZB63UYBBRQoRIBAJpnqPDoqXINOPvnkGPTsaNti1/PBJ/nwU+y+5d6eMTvvuOOOwED7FgUUUEABBRRQQIH6EWB4qKlTp8YG9evXL04EOmTIkJKGYaqfs7IljSBgALQR3iXbWBOBAw88MGYz0aWUAEMhJZmFed68eeG2226Lu5CJxQV9+PDh8U4XY+wx/iddU9esWRMfZD/ZJb4QYbdRQIHOCDBxEtc0sj6rXcgQ5SYRkwpxzePuMNmrvOZBJmgyLjLXTbrD9+nTJ2amcqOJ/cgsHTNmTByOJFv7yXT961//GieJyrbeZQoooIACCiiggAL1I/Dss8/GCUIZ6mnixImB4Z2SHkz100pb0iwCdoGv8TtpF/gavwEFHp4v6nx5JxCafEFPXvPMg3HrDjjggPhlfc6cOfFLeGb1jJOXbcY7Zo2+4YYbQubkKZn7+7MCCihQqAAfHrmxwvWFwuRGBBSZRZ7rGAFFxsSkG8mAAQMKrTbndgQ3mVwoCXJyXI5J0JXuMByzHGW33XYLn/zkJ9tVxd/T6667Lh6/3UoXKKCAAgoooIACCtS9AL2Jxo8fH0aMGFH3bbWB/xSwC7y/CQo0mUAyIzD/uQspZCjxZf/+++9vM+kGmZ/ZChOQkP5vADSbjssUUKAUAYKPSfCT/QmGMlHR1Vdf3a66k046Key6667tludaQL0EOrnOMZv6Y489FrPac21fzuUMOcLxOD+CnmS0MmQJGfhm0pdT2roUUEABBRRQQIHqCpB0NH369JgVSg8gbujv/t6QcoxXz9wbFgU6I2AGaGf0yrCvGaBlQKzjKpg9fu7cuXHiIyZKOvbYY2O3zlxNpgvAfffdFwOhfpHPpeRyBRQot8CnPvWpUMiMnAzbwWzqDPNBZqdFAQUUUEABBRRQQIFKCzCnBpMOM7QcAdFkjo1KH9f6OxZopAxQA6Adv58V3cIAaH5efO699944O9wOO+wQevbsGWcxZrw47gjxTHYmMwmzjkzKchYm0iC7iDtPHIdu7oydx/HIPipXIVBK9ifZWTwIMlgUUECBSgow/ibdyUeOHJm3CzwD1S9evDgsXbo08NqigAIKKKCAAgoooECtBPhuzndyhnFiaKfu3bvXqike9z2BRgqAOgmSv7J1LTB79uywbNmygtpI8JML4fbbbx8fBEx5EKwsJV2ecT2vuOKKsGHDhnbHJ3DAZEYM0jxs2LB267MtIFuK4AHBTrqNkt7PM902n3nmmcDkHRYFFFCgWgJ77bVXOProo3PezCEj/c477wxPPfVUtZrkcRRQQAEFFFBAAQUUyCvAGPaML8+D8efpacl3asa6Z04OEqMsCmQTMACaTcVldSPAxazQAChj0jGzOo/MkmSOEiRlu8wH2ZxkeHbr1i3suOOOMa2eGYhzZZQSHH3yySfjgztPHV1k6TI6derUzGb5swIKKFAzgQULFsQbOGSBJoUPlGSjM34x2egWBRRQQAEFFFBAAQXqVYAeoTwozLexaNGi8O///u8lJUDV6znarvIJ2AW+fJYl1WQX+PxsBCoZE/Pxxx+Pk10QeKxW2WOPPeLEGkyukasw9sihhx4au8gzZieB1C5dusRAKhdi9mWiECbtcLy8XIouV0CBWglwk4luQ9zs4eG1qlbvhMdVQAEFFFBAAQUUKIcAw9Ylw9fxWZfem3wXJ9lp+PDhset8OY5jHf8UaKQu8AZAa/xbawC0uDeA1HbMuLuTPOcLUBZXu1sroIACCiiggAIKKKCAAgoooECzCjBkHr0+SVwigYnenHSfpwdo165dm/W0K3ZejRQAtQt8xX4NrLgSAmQq8SA7MymMnfn888/Hru8EQ5MHEwk5k3qi5LMCCiiggAIKKKCAAgoooIACrS2QxAuyKZAtSi9PMki33XbbMHTo0DinCMsJjvJsaVwBM0Br/N6ZAVq5N4Cx7Oh+zlidDz30UNaxQSt3dGtWQAEFFFBAAQUUUEABBRRQQIFmEWAGegKjBENJzCJrlKAozzzoZs+jlUojZYAaAK3xb2YzB0BXrFgRJ9FgHE8yMZOJh7hocFelGiU9A5QZ4pzNuBrqHkMBBRRQQAEFFFBAAQUUUECB1hPo27dv+MhHPtIygdBGCoBWJwrVer/zLX/Ga9euDVdeeaVd0Fv+N0EABRRQQAEFFFBAAQUUUEABBVpD4LnnnguPPPJIGDt2bGuccAOd5aYN1Fab2kACZHkyoLBFAQUUUEABBRRQQAEFFFBAAQUUaAUBuscPHDiwFU614c7RDNCGe8sao8GMi/GZz3wmvPDCC1kbzGzuf//731Nd4zds2BBWrlwZx+xkh0033TRstdVWMYj6zjvvBB7NWPr37x+GDBlS1KllCyxvs8020QzTRijZzqGa7e7s8dmf4RWS53xt53eZ4R/SS2ePn15XMa+TthRzfMayYXvG1OX/bTlKMccvx/Ey62jk4yfvYeY5FfNzPZ0/XWaYyO7NN98s5hQ6tW01z5+bgfzfSS/VPH76ccv1utbtL+T4DLPDuFwUfr/y/W1kWz6DFFoKOX4hdRV73KTOYo5f6jGSY2V7Lub42fbv7DKOX4nzKrRdHJ8HMwivW7cu/n4Vum85tqsH/3KcR6l11NP5M0EK30+S547OKdkuec62PeMI8h2KwnXrrbfeyrZZwcv4LrV+/fr4nYrnYvy23HLLsv9+F3P8gk+yiA2zHZ/zpPC3IltJDLOt62hZ+r68znWMzHrS98tcl+vnbPtkLuNnPnetXr263XeTXPV2Znnm8TP98/2OsS+F39tcJbP+XNslyzOPnyyvxDPO1TxeJc6hWes0ANqs72wdnNdOO+0UeBRTXn/99cAXxmyzqyWB0Mzn5MszX6D5oMBz8kj/Od8FtJg2lnNb2jR8+PBOV0mQCjf+oFkUKKdA79694x9wAgQvvfRSOau2LgXirJpcrwkkWBQolwABhp49e8bq+P1as2ZNuaq2HgXiDWc+3zLRZmcDVHIqkC5AQgOBEwrDib3xxhvpq31dI4HOTGhT6r5JILyYU862T/oyAobcvEnm5iim7lK3JRMyX+loPf8n8pWO1ufb13WtKWAAtDXf97o963wXQb7Q8Ci1EChdtWpVWLZsWbyrSgYBfwAIqBLcSZ7TXyfLyOBhW9ZlZvOV2h72K/ROYGeO4b4KKKCAAgoooIACCiiggAIKKKBAKwsYAG3ld7/Fzp00+1122SU+OnPqBC3J3OSuf/JMhgl3aXM9cmWfkrlpUUABBRRQQAEFFFBAAQUUUEABBRSonIAB0MrZWnOTChBI5VFMlwYySJPgKMFSfiabtW/fvk2q5GkpoIACCiiggAIKKKCAAgoooIAC9SFgALQ+3gdb0eQCjM9JwLSYoGmTk3h6CiiggAIKKKCAAgoooIACCiigQFUENq3KUTyIAgoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdAQOg1XH2KAoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdAQOg1XH2KAoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdAQOg1XH2KAoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdAQOg1XH2KAoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdAQOg1XH2KAoooIACCiiggAIKKKCAAgoooIACCihQAwEDoDVA95AKKKCAAgoooIACCiiggAIKKKCAAgooUB0BA6DVcfYoCiiggAIKKKCAAgoooIACCiiggAIKKFADAQOgNUD3kAoooIACCiiggAIKKKCAAgoooIACCihQHQEDoNVx9igKKKCAAgoooIACCiiggAIKKKCAAgooUAMBA6A1QPeQCiiggAIKKKCAAgoooIACCiiggAIKKFAdgU3efa9U51AeRQEFFFCg0QT23XffsHHjxrDLLruEGTNmNFrzba8CCrSgwOLFi8OJJ54Yz3zy5MnhggsuaEEFT1kBBRpNYMqUKeH73/9+bPa3vvWt8MlPfrLRTsH2KqBACwp8+9vfDjfeeGM882uuuSYMGzasbhU2r9uW2TAFFFBAgZoLvPPOOzEAyrNFAQUUaASBf/zjHyG5ZnEDx6KAAgo0ggDXq+TaxXXMooACCjSCwIYNG1LXrnrPr7QLfCP8RtlGBRRQQAEFFFBAAQUUUEABBRRQQAEFFChJwABoSWzupIACCiiggAIKKKCAAgoooIACCiiggAKNIGAAtBHeJduogAIKKKCAAgoooIACCiiggAIKKKCAAiUJGAAtic2dFFBAAQUUUEABBRRQQAEFFFBAAQUUUKARBAyANsK7ZBsVUEABBRRQQAEFFFBAAQUUUEABBRRQoCSBTd6bpendkvZ0JwUUUECBphe45ZZbAjORbrPNNuGwww5r+vP1BBVQoPEFXnvttTBnzpx4In369AnDhw9v/JPyDBRQoOkFVqxYERYtWhTPc5999gm77rpr05+zJ6iAAo0vsGDBgvD888/HExk7dmzYbrvt6vakDIDW7VtjwxRQQAEFFFBAAQUUUEABBRRQQAEFFFCgswJ2ge+soPsroIACCiiggAIKKKCAAgoooIACCiigQN0KGACt27fGhimggAIKKKCAAgoooIACCiiggAIKKKBAZwUMgHZW0P0VUEABBRRQQAEFFFBAAQUUUEABBRRQoG4FDIDW7VtjwxRQQAEFFFBAAQUUUEABBRRQQAEFFFCgswKbd7YC91dAAQUUaFyBm266KVx++eXhe9/7Xhg8eHDOE1myZEn405/+FJYvXx66du0ahg0bFiZMmBAGDBhQ1n1yVuYKBRRQoACBUq5VBVTrJgoooEDRAm+88Ub42te+Fnr37h3OPffcnPuvX78+/PnPfw73339/ePXVV8Oee+4ZRowYEY488siw2Wab5dzP611OGlcooECRAqtXrw5//OMfw5NPPhlWrVoVevXqFfr37x8+9rGPhR133DFrbaVcu0rZJ+vBS1zoLPAlwrmbAgoo0OgCCxcuDGeffXbYsGFDuOiii+KH7WznxIfyn/3sZ3HVtttuG95+++346NKlSzj//PPDqFGj2u1Wyj7tKnGBAgooUISA150isNxUAQUqKvDuu++Gb33rW+Huu+8OI0eODD//+c+zHm/NmjXhrLPOCitWrIjrt99++/DKK6/E14cddlj47ne/G7bccst2+3q9a0fiAgUUKFHgr3/9azjvvPPCm2++GW+67LDDDoGA6MaNGwPf977xjW+EiRMntqm9lGtXKfu0OWgZfrALfBkQrUIBBRRoNIH58+eHc845JwY/87WdICkf2vnw/YMf/CBMnz493HzzzTFwyh9JMhtWrlzZpopS9mlTgT8ooIACRQp43SkSzM0VUKBiAnw++uEPfxiDnx0d5L//+79j8HPMmDHhf//3f8Nf/vKXMGXKlDBw4MBwxx13ZA2cer3rSNX1CihQqMBzzz2XCn5+5jOfCTNnzgzXXXddfD755JNjUJSEl+QmTVJvKdeuUvZJjleuZwOg5ZK0HgUUUKABBOiOdeGFF8YAJt2sNt00/5+BP/zhD4EshpNOOimQibDJJpuELbbYIpxwwgnhox/9aHjnnXfCDTfc0ObMS9mnTQX+oIACChQp4HWnSDA3V0CBigjQjZ2gAUMMdfQZa/HixWHevHkxw+r73/9+2G677WKb+vbtG3784x/HTKwZM2aEdevWtWmr17s2HP6ggAKdEJg2bVoMcr7//e8Pn/3sZ8NWW20Va+P59NNPD+PHjw9vvfVWYLuklHLtKmWf5HjlfM7/zbecR7IuBRRQQIGaC5x22mkxu2CbbbaJ41ExtkuuQrCUD+aUD3zgA+02S5aRsUA3ekop+7Sr2AUKKKBAEQJed4rAclMFFKiYwK233hq+8pWvxJ4xZHR+9atfzXssup1Sxo0bF7beeuv4OvmHrvCjR4+OQw4RBE2K17tEwmcFFCiHAL0CKYceemjW6riWUZ544onU+lKuXaXskzpgGV8YAC0jplUpoIAC9S7A2CsELi+77LIwadKkvM199NFHY/bnLrvsEvr06dNu20GDBoVu3bqFtWvXhmeeeSauL2WfdhW7QAEFFChCwOtOEVhuqoACFRNg7E4+L33zm98MP/rRj0KPHj3yHmvRokVxfRJgyNyYAChlwYIFqVVe71IUvlBAgTIIMNTZtddeGw488MCstSVjEr/vfe9LrS/l2lXKPqkDlvGFs8CXEdOqFFBAgXoXuPTSS8NOO+1UUDMZE4aS/gcvc0fW0TWLcWGYEb6UfTLr9GcFFFCgGAGvO8Voua0CClRKgElCjj/++LD55oV9xe7o2pV8/kofe6+jfTi3zM9mlTpf61VAgcYXoKt7tkQXzowefkkG+pAhQ1In29F1qJRrV7Z9Ugcs44vCrs5lPKBVKaCAAgrUTqDQ4CctfP3112NDkz9I2VrdvXv3uDjZNnkuZp9s9bpMAQUUKFTA606hUm6ngAKVFOjZs2dR1Xd07cr8jEXlHe3DNtn2Y7lFAQUUKEbgN7/5TXj22WcD4xIfffTRqV07ug5luwaVsk/qgGV8YRf4MmJalQIKKNBMAowzRaGbe66y7bbbxlUMjk0pZZ+4o/8ooIACJQp43SkRzt0UUKBmAv/4xz/ixCI0INfnrOQz1vr161Pt9HqXovCFAgpUUGDKlCmBB5O5ffvb306NU1zKtauUfSp1amaAVkrWehVQQIEqCjCj+9tvv93uiEx2lOuDdbuNMxZ07do1LslWb7Jp8qE8mTGwlH2SunxWQAEFShHwulOKmvsooEAtBQgqdOnSJc6+nHyWymxPsnzLLbdMrfJ6l6LwhQIKVEjgt7/9bbjiiiti8PM73/lOGD58eOpIpVy7StkndcAyvzAAWmZQq1NAAQVqIfCf//mf4eGHH2536A9/+MMdzkLabqf/W5B05XrttddybRLH/2Rl8oG8lH1yVu4KBRRQoAABrzsFILmJAgrUnQDXLsb3ZCz1bCVZnnzGYhuvd9mkXKaAAuUQeOedd8L5558fbrnllsCNl3PPPTeMGzeuXdWlXruKvd61O3AZFtgFvgyIVqGAAgrUWoA/UmRhZj622GKLkpuWfMhOPoBnqygJjiYznZayT7Z6XaaAAgoUKuB1p1Apt1NAgXoS6OjalfkZi7Z3tA/bZNuP5RYFFFAglwDf9/7jP/4jBj8Zw/OnP/1p1uAn+3d0Hcp2DSpln1xt7cxyM0A7o+e+CiigQJ0I/PjHPy57S3r16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width="672"/></p> <p>Of course this does not show all of the data points for languages that are <em>not</em> in PHOIBLE!</p> </div> <div class="section level1" id="phonological-features-in-phoible"> <h2>Phonological features in PHOIBLE</h2> <p>In addition to phoneme inventories, PHOIBLE includes distinctive feature data for every phoneme in every inventory. The feature system was created by the PHOIBLE developers to be descriptively adequate cross-linguistically. In other words, if two phonemes differ in their graphemic representation, then they should necessarily differ in their featural representation as well (regardless of whether those two phonemes coexist in any known doculect). The feature system is loosely based on the feature system in <span class="citation">Hayes (2009)</span> with some additions drawn from <span class="citation">Moisik & Esling (2011)</span>.</p> <p>Note that the feature system is potentially subject to change as new languages are added in subsequent editions of PHOIBLE, and/or as errors are found and corrected. More information about the PHOIBLE feature set can be found <a href="https://github.com/phoible/dev/tree/master/raw-data/FEATURES">here</a>.</p> </div> <div class="section level1" id="how-is-phoible-used-in-academic-research-andor-industry"> <h2>How is PHOIBLE used in academic research and/or industry?</h2> <p>The data in PHOIBLE have been used in many published research papers pertaining to a variety of scientific fields and industrial applications. For a sampling, view Google Scholar’s list of <a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=576981116309388928&as_sdt=5">papers citing PHOIBLE</a>.</p> </div> <div class="section level1 unnumbered" id="references"> <h2>References</h2> <div class="references" id="refs"> <div id="ref-chanard2006"> <p>Chanard C (2006). Systèmes alphabétiques des langues africaines. <a href="http://sumale.vjf.cnrs.fr/phono/.">http://sumale.vjf.cnrs.fr/phono/.</a></p> </div> <div id="ref-Chao1934"> <p>Chao YR (1934). The non-uniqueness of phonemic solutions of phonetic systems. <em>Bulletin of the Institute of History and Philology, Academia Sinica</em>, <em>4</em>(4).</p> </div> <div id="ref-CrothersEtAl1979"> <p>Crothers JH, Lorentz JP, Sherman DA, & Vihman MM (1979). Handbook of phonological data from a sample of the world’s languages: A report of the Stanford Phonology Archive. Palo Alto, CA.</p> </div> <div id="ref-CysouwGood2013"> <p>Cysouw M, & Good J (2013). Languoid, Doculect, and Glossonym: Formalizing the notion “language”. <em>Language Documentation & Conservation</em>, <em>7</em>, 331–360. <a href="http://hdl.handle.net/10125/4606">http://hdl.handle.net/10125/4606</a></p> </div> <div id="ref-hartell1993"> <p>Hartell RL, Ed (1993). <em>Alphabets des langues africaines</em>. UNESCO and Société Internationale de Linguistique.</p> </div> <div id="ref-Hayes2009"> <p>Hayes B (2009). <em>Introductory phonology</em>. Blackwell.</p> </div> <div id="ref-Hockett1963"> <p>Hockett CF (1963). The problem of universals in language. In J. H. Greenberg (Ed.), <em>Universals of language</em> (Vol. 2, pp. 1–29). Cambridge, MA: MIT Press.</p> </div> <div id="ref-Hyman2008"> <p>Hyman LM (2008). Universals in phonology. <em>The Linguistic Review</em>, <em>25</em>(1-2), 83–137. doi:<a href="https://doi.org/10.1515/TLIR.2008.003">10.1515/TLIR.2008.003</a></p> </div> <div id="ref-Maddieson1984"> <p>Maddieson I (1984). <em>Patterns of sounds</em>. Cambridge Studies in Speech Science and Communication. New York: Cambridge University Press. <a href="http://ebooks.cambridge.org/ref/id/CBO9780511753459">http://ebooks.cambridge.org/ref/id/CBO9780511753459</a></p> </div> <div id="ref-MaddiesonPrecoda1990"> <p>Maddieson I, & Precoda K (1990). Updating UPSID. <em>UCLA Working Papers in Phonetics</em>, <em>74</em>, 104–111. <a href="http://escholarship.org/uc/item/71s1701m">http://escholarship.org/uc/item/71s1701m</a></p> </div> <div id="ref-saphon"> <p>Michael L, Stark T, & Chang W (2012). South American phonological inventory database. University of California. <a href="http://linguistics.berkeley.edu/saphon/en/">http://linguistics.berkeley.edu/saphon/en/</a></p> </div> <div id="ref-MoisikEsling2011"> <p>Moisik SR, & Esling JH (2011). The “whole larynx” approach to laryngeal features. In <em>Proceedings of the 17th International Congress of Phonetic Sciences</em> (pp. 1406–1409). Hong Kong.</p> </div> <div id="ref-Moran2012"> <p>Moran S (2012). <em>Phonetics information base and lexicon</em> (Doctoral Dissertation). University of Washington, Seattle, WA. <a href="http://hdl.handle.net/1773/22452">http://hdl.handle.net/1773/22452</a></p> </div> <div id="ref-nikolaev_etal2015"> <p>Nikolaev D, Nikulin A, & Kukhto A (2015). The database of Eurasian phonological inventories. <a href="http://eurasianphonology.info/">http://eurasianphonology.info/</a></p> </div> <div id="ref-ramaswami1999"> <p>Ramaswami N (1999). <em>Common linguistic features in Indian languages: Phonetics</em>. Central Institute of Indian Languages.</p> </div> <div id="ref-Round2019"> <p>Round E (2019). Australian phonemic inventories contributed to PHOIBLE 2.0: Essential explanatory notes (version 1.0). <a href="http://doi.org/10.5281/zenodo.3464333">http://doi.org/10.5281/zenodo.3464333</a></p> </div> <div id="ref-Terrill1998"> <p>Terrill A (1998). <em>Biri</em>. Languages of the world. Materials. München: LINCOM Europa. <a href="https://nla.gov.au/nla.cat-vn573959">https://nla.gov.au/nla.cat-vn573959</a></p> </div> </div> </div> </div> <script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
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